warning: commands will be executed using /bin/sh
job 2274 at Wed Sep  4 02:36:00 2013
FileBase	/isis4/andresg/Gatsby/gatsby140_08232013_reo/gatsby140_08232013_reo
ElecNo	12
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111100000
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 5168648 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 1722882 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90403 members 
Mstep: Class 2 contains 90409 members 
Mstep: Class 3 contains 90805 members 
Mstep: Class 4 contains 90621 members 
Mstep: Class 5 contains 90861 members 
Mstep: Class 6 contains 90940 members 
Mstep: Class 7 contains 91396 members 
Mstep: Class 8 contains 90544 members 
Mstep: Class 9 contains 90674 members 
Mstep: Class 10 contains 90661 members 
Mstep: Class 11 contains 90293 members 
Mstep: Class 12 contains 90581 members 
Mstep: Class 13 contains 91393 members 
Mstep: Class 14 contains 90268 members 
Mstep: Class 15 contains 90879 members 
Mstep: Class 16 contains 90881 members 
Mstep: Class 17 contains 90544 members 
Mstep: Class 18 contains 90751 members 
Mstep: Class 19 contains 89978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -187511648.000000 Penalty: 44334.984375
Iteration 0F: 20 clusters Score -1.875116e+08 nChanged 1631962
Entering Unmasked Mstep 
Mstep: Class 0 contains 3880 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 108215 members 
Mstep: Class 3 contains 123668 members 
Mstep: Class 4 contains 19863 members 
Mstep: Class 5 contains 71246 members 
Mstep: Class 6 contains 29617 members 
Mstep: Class 7 contains 63837 members 
Mstep: Class 8 contains 32128 members 
Mstep: Class 9 contains 155061 members 
Mstep: Class 10 contains 18358 members 
Mstep: Class 11 contains 102391 members 
Mstep: Class 12 contains 27153 members 
Mstep: Class 13 contains 14859 members 
Mstep: Class 14 contains 22058 members 
Mstep: Class 15 contains 24869 members 
Mstep: Class 16 contains 527421 members 
Mstep: Class 17 contains 11807 members 
Mstep: Class 18 contains 6507 members 
Mstep: Class 19 contains 331164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -191356128.000000 Penalty: 44334.984375
Iteration 1F: 20 clusters Score -1.913561e+08 nChanged 669633
Entering Unmasked Mstep 
Mstep: Class 0 contains 3763 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 125904 members 
Mstep: Class 3 contains 199997 members 
Mstep: Class 4 contains 12291 members 
Mstep: Class 5 contains 64030 members 
Mstep: Class 6 contains 27905 members 
Mstep: Class 7 contains 55689 members 
Mstep: Class 8 contains 26163 members 
Mstep: Class 9 contains 246602 members 
Mstep: Class 10 contains 20067 members 
Mstep: Class 11 contains 121126 members 
Mstep: Class 12 contains 20019 members 
Mstep: Class 13 contains 8319 members 
Mstep: Class 14 contains 11347 members 
Mstep: Class 15 contains 29728 members 
Mstep: Class 16 contains 338207 members 
Mstep: Class 17 contains 4433 members 
Mstep: Class 18 contains 5313 members 
Mstep: Class 19 contains 386359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -192087200.000000 Penalty: 44334.984375
Iteration 2F: 20 clusters Score -1.920872e+08 nChanged 499545
Entering Unmasked Mstep 
Mstep: Class 0 contains 3034 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 155501 members 
Mstep: Class 3 contains 264167 members 
Mstep: Class 4 contains 9502 members 
Mstep: Class 5 contains 65969 members 
Mstep: Class 6 contains 32724 members 
Mstep: Class 7 contains 50639 members 
Mstep: Class 8 contains 20516 members 
Mstep: Class 9 contains 288494 members 
Mstep: Class 10 contains 27539 members 
Mstep: Class 11 contains 131485 members 
Mstep: Class 12 contains 20395 members 
Mstep: Class 13 contains 6623 members 
Mstep: Class 14 contains 5849 members 
Mstep: Class 15 contains 28939 members 
Mstep: Class 16 contains 325040 members 
Mstep: Class 17 contains 2666 members 
Mstep: Class 18 contains 3355 members 
Mstep: Class 19 contains 266677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -192586720.000000 Penalty: 44334.984375
Iteration 3F: 20 clusters Score -1.925867e+08 nChanged 424599
Entering Unmasked Mstep 
Mstep: Class 0 contains 1944 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 200608 members 
Mstep: Class 3 contains 283921 members 
Mstep: Class 4 contains 7297 members 
Mstep: Class 5 contains 70168 members 
Mstep: Class 6 contains 41302 members 
Mstep: Class 7 contains 49774 members 
Mstep: Class 8 contains 17136 members 
Mstep: Class 9 contains 218711 members 
Mstep: Class 10 contains 34110 members 
Mstep: Class 11 contains 143262 members 
Mstep: Class 12 contains 20840 members 
Mstep: Class 13 contains 5630 members 
Mstep: Class 14 contains 2221 members 
Mstep: Class 15 contains 24788 members 
Mstep: Class 16 contains 305721 members 
Mstep: Class 17 contains 2446 members 
Mstep: Class 18 contains 3232 members 
Mstep: Class 19 contains 277701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193005584.000000 Penalty: 44334.984375
Iteration 4F: 20 clusters Score -1.930056e+08 nChanged 308259
Entering Unmasked Mstep 
Mstep: Class 0 contains 1102 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 245630 members 
Mstep: Class 3 contains 252173 members 
Mstep: Class 4 contains 5121 members 
Mstep: Class 5 contains 70152 members 
Mstep: Class 6 contains 50072 members 
Mstep: Class 7 contains 51202 members 
Mstep: Class 8 contains 12933 members 
Mstep: Class 9 contains 196830 members 
Mstep: Class 10 contains 36493 members 
Mstep: Class 11 contains 149081 members 
Mstep: Class 12 contains 19810 members 
Mstep: Class 13 contains 4037 members 
Mstep: Class 14 contains 1475 members 
Mstep: Class 15 contains 22223 members 
Mstep: Class 16 contains 300179 members 
Mstep: Class 17 contains 2534 members 
Mstep: Class 18 contains 3518 members 
Mstep: Class 19 contains 288930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193223472.000000 Penalty: 44334.984375
Iteration 5F: 20 clusters Score -1.932235e+08 nChanged 256439
Entering Unmasked Mstep 
Mstep: Class 0 contains 729 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 271221 members 
Mstep: Class 3 contains 251854 members 
Mstep: Class 4 contains 3636 members 
Mstep: Class 5 contains 71243 members 
Mstep: Class 6 contains 59318 members 
Mstep: Class 7 contains 58314 members 
Mstep: Class 8 contains 9758 members 
Mstep: Class 9 contains 180046 members 
Mstep: Class 10 contains 38227 members 
Mstep: Class 11 contains 157128 members 
Mstep: Class 12 contains 16625 members 
Mstep: Class 13 contains 2925 members 
Mstep: Class 14 contains 1665 members 
Mstep: Class 15 contains 20589 members 
Mstep: Class 16 contains 278303 members 
Mstep: Class 17 contains 2484 members 
Mstep: Class 18 contains 3343 members 
Mstep: Class 19 contains 287556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193313520.000000 Penalty: 44334.984375
Iteration 6F: 20 clusters Score -1.933135e+08 nChanged 201238
Entering Unmasked Mstep 
Mstep: Class 0 contains 546 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 270261 members 
Mstep: Class 3 contains 244366 members 
Mstep: Class 4 contains 2943 members 
Mstep: Class 5 contains 77879 members 
Mstep: Class 6 contains 68660 members 
Mstep: Class 7 contains 75460 members 
Mstep: Class 8 contains 7804 members 
Mstep: Class 9 contains 170112 members 
Mstep: Class 10 contains 40645 members 
Mstep: Class 11 contains 164290 members 
Mstep: Class 12 contains 13788 members 
Mstep: Class 13 contains 2639 members 
Mstep: Class 14 contains 1867 members 
Mstep: Class 15 contains 19038 members 
Mstep: Class 16 contains 267153 members 
Mstep: Class 17 contains 2358 members 
Mstep: Class 18 contains 3156 members 
Mstep: Class 19 contains 281981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193405536.000000 Penalty: 44334.984375
Iteration 7F: 20 clusters Score -1.934055e+08 nChanged 175399
Entering Unmasked Mstep 
Mstep: Class 0 contains 439 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 264587 members 
Mstep: Class 3 contains 235373 members 
Mstep: Class 4 contains 2556 members 
Mstep: Class 5 contains 86251 members 
Mstep: Class 6 contains 76417 members 
Mstep: Class 7 contains 104356 members 
Mstep: Class 8 contains 6748 members 
Mstep: Class 9 contains 161246 members 
Mstep: Class 10 contains 41984 members 
Mstep: Class 11 contains 166140 members 
Mstep: Class 12 contains 11088 members 
Mstep: Class 13 contains 2946 members 
Mstep: Class 14 contains 2032 members 
Mstep: Class 15 contains 17351 members 
Mstep: Class 16 contains 253798 members 
Mstep: Class 17 contains 2259 members 
Mstep: Class 18 contains 2976 members 
Mstep: Class 19 contains 276263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193520912.000000 Penalty: 44334.984375
Iteration 8F: 20 clusters Score -1.935209e+08 nChanged 174625
Entering Unmasked Mstep 
Mstep: Class 0 contains 375 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 258192 members 
Mstep: Class 3 contains 224905 members 
Mstep: Class 4 contains 2312 members 
Mstep: Class 5 contains 94744 members 
Mstep: Class 6 contains 82790 members 
Mstep: Class 7 contains 149206 members 
Mstep: Class 8 contains 6602 members 
Mstep: Class 9 contains 150530 members 
Mstep: Class 10 contains 41952 members 
Mstep: Class 11 contains 161809 members 
Mstep: Class 12 contains 8610 members 
Mstep: Class 13 contains 3646 members 
Mstep: Class 14 contains 2151 members 
Mstep: Class 15 contains 15730 members 
Mstep: Class 16 contains 241120 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 2796 members 
Mstep: Class 19 contains 265153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193645968.000000 Penalty: 44334.984375
Iteration 9F: 20 clusters Score -1.93646e+08 nChanged 180689
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 251672 members 
Mstep: Class 3 contains 209232 members 
Mstep: Class 4 contains 2040 members 
Mstep: Class 5 contains 102423 members 
Mstep: Class 6 contains 87959 members 
Mstep: Class 7 contains 213206 members 
Mstep: Class 8 contains 7067 members 
Mstep: Class 9 contains 140639 members 
Mstep: Class 10 contains 41184 members 
Mstep: Class 11 contains 147039 members 
Mstep: Class 12 contains 6834 members 
Mstep: Class 13 contains 4203 members 
Mstep: Class 14 contains 2234 members 
Mstep: Class 15 contains 14521 members 
Mstep: Class 16 contains 227527 members 
Mstep: Class 17 contains 2026 members 
Mstep: Class 18 contains 2626 members 
Mstep: Class 19 contains 252025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193765568.000000 Penalty: 44334.984375
Iteration 10F: 20 clusters Score -1.937656e+08 nChanged 214174
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 243144 members 
Mstep: Class 3 contains 181597 members 
Mstep: Class 4 contains 1799 members 
Mstep: Class 5 contains 108017 members 
Mstep: Class 6 contains 92025 members 
Mstep: Class 7 contains 311842 members 
Mstep: Class 8 contains 7700 members 
Mstep: Class 9 contains 132173 members 
Mstep: Class 10 contains 40033 members 
Mstep: Class 11 contains 131658 members 
Mstep: Class 12 contains 5691 members 
Mstep: Class 13 contains 4368 members 
Mstep: Class 14 contains 2287 members 
Mstep: Class 15 contains 13887 members 
Mstep: Class 16 contains 211145 members 
Mstep: Class 17 contains 1909 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 222905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193778912.000000 Penalty: 44334.984375
Iteration 11F: 20 clusters Score -1.937789e+08 nChanged 233173
Entering Unmasked Mstep 
Mstep: Class 0 contains 249 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 236973 members 
Mstep: Class 3 contains 175758 members 
Mstep: Class 4 contains 1445 members 
Mstep: Class 5 contains 115876 members 
Mstep: Class 6 contains 94945 members 
Mstep: Class 7 contains 322097 members 
Mstep: Class 8 contains 8467 members 
Mstep: Class 9 contains 131628 members 
Mstep: Class 10 contains 38969 members 
Mstep: Class 11 contains 125086 members 
Mstep: Class 12 contains 5511 members 
Mstep: Class 13 contains 4363 members 
Mstep: Class 14 contains 2313 members 
Mstep: Class 15 contains 13460 members 
Mstep: Class 16 contains 217720 members 
Mstep: Class 17 contains 1844 members 
Mstep: Class 18 contains 2273 members 
Mstep: Class 19 contains 215958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193820160.000000 Penalty: 44334.984375
Iteration 12F: 20 clusters Score -1.938202e+08 nChanged 132516
Entering Unmasked Mstep 
Mstep: Class 0 contains 239 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 232983 members 
Mstep: Class 3 contains 179425 members 
Mstep: Class 4 contains 1208 members 
Mstep: Class 5 contains 124175 members 
Mstep: Class 6 contains 96983 members 
Mstep: Class 7 contains 301779 members 
Mstep: Class 8 contains 9247 members 
Mstep: Class 9 contains 134202 members 
Mstep: Class 10 contains 38011 members 
Mstep: Class 11 contains 125350 members 
Mstep: Class 12 contains 6013 members 
Mstep: Class 13 contains 4367 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 13122 members 
Mstep: Class 16 contains 210958 members 
Mstep: Class 17 contains 1783 members 
Mstep: Class 18 contains 2117 members 
Mstep: Class 19 contains 230664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193867664.000000 Penalty: 44334.984375
Iteration 13F: 20 clusters Score -1.938677e+08 nChanged 104451
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 228844 members 
Mstep: Class 3 contains 183653 members 
Mstep: Class 4 contains 1192 members 
Mstep: Class 5 contains 130681 members 
Mstep: Class 6 contains 98733 members 
Mstep: Class 7 contains 290127 members 
Mstep: Class 8 contains 9973 members 
Mstep: Class 9 contains 136039 members 
Mstep: Class 10 contains 37372 members 
Mstep: Class 11 contains 128181 members 
Mstep: Class 12 contains 7065 members 
Mstep: Class 13 contains 4335 members 
Mstep: Class 14 contains 2350 members 
Mstep: Class 15 contains 12763 members 
Mstep: Class 16 contains 212079 members 
Mstep: Class 17 contains 1742 members 
Mstep: Class 18 contains 1999 members 
Mstep: Class 19 contains 227671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193911136.000000 Penalty: 44334.984375
Iteration 14F: 20 clusters Score -1.939111e+08 nChanged 84018
Entering Unmasked Mstep 
Mstep: Class 0 contains 216 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 224918 members 
Mstep: Class 3 contains 187598 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 136034 members 
Mstep: Class 6 contains 100260 members 
Mstep: Class 7 contains 280051 members 
Mstep: Class 8 contains 10810 members 
Mstep: Class 9 contains 137610 members 
Mstep: Class 10 contains 37062 members 
Mstep: Class 11 contains 132786 members 
Mstep: Class 12 contains 8541 members 
Mstep: Class 13 contains 4307 members 
Mstep: Class 14 contains 2348 members 
Mstep: Class 15 contains 12375 members 
Mstep: Class 16 contains 211610 members 
Mstep: Class 17 contains 1711 members 
Mstep: Class 18 contains 1919 members 
Mstep: Class 19 contains 223673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193948528.000000 Penalty: 44334.984375
Iteration 15Q: 20 clusters Score -1.939485e+08 nChanged 73254
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 221298 members 
Mstep: Class 3 contains 188785 members 
Mstep: Class 4 contains 1283 members 
Mstep: Class 5 contains 140005 members 
Mstep: Class 6 contains 101707 members 
Mstep: Class 7 contains 271519 members 
Mstep: Class 8 contains 11855 members 
Mstep: Class 9 contains 137918 members 
Mstep: Class 10 contains 36902 members 
Mstep: Class 11 contains 138528 members 
Mstep: Class 12 contains 10276 members 
Mstep: Class 13 contains 4284 members 
Mstep: Class 14 contains 2364 members 
Mstep: Class 15 contains 12030 members 
Mstep: Class 16 contains 210585 members 
Mstep: Class 17 contains 1678 members 
Mstep: Class 18 contains 1863 members 
Mstep: Class 19 contains 222017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193981008.000000 Penalty: 44334.984375
Iteration 16Q: 20 clusters Score -1.93981e+08 nChanged 64944
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 217631 members 
Mstep: Class 3 contains 187295 members 
Mstep: Class 4 contains 1297 members 
Mstep: Class 5 contains 142580 members 
Mstep: Class 6 contains 102888 members 
Mstep: Class 7 contains 264709 members 
Mstep: Class 8 contains 13174 members 
Mstep: Class 9 contains 137457 members 
Mstep: Class 10 contains 36994 members 
Mstep: Class 11 contains 144885 members 
Mstep: Class 12 contains 12288 members 
Mstep: Class 13 contains 4272 members 
Mstep: Class 14 contains 2375 members 
Mstep: Class 15 contains 11750 members 
Mstep: Class 16 contains 210713 members 
Mstep: Class 17 contains 1641 members 
Mstep: Class 18 contains 1851 members 
Mstep: Class 19 contains 221095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194009744.000000 Penalty: 44334.984375
Iteration 17Q: 20 clusters Score -1.940097e+08 nChanged 58466
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 214014 members 
Mstep: Class 3 contains 184278 members 
Mstep: Class 4 contains 1301 members 
Mstep: Class 5 contains 143825 members 
Mstep: Class 6 contains 104048 members 
Mstep: Class 7 contains 259509 members 
Mstep: Class 8 contains 14679 members 
Mstep: Class 9 contains 136555 members 
Mstep: Class 10 contains 37378 members 
Mstep: Class 11 contains 151204 members 
Mstep: Class 12 contains 14532 members 
Mstep: Class 13 contains 4258 members 
Mstep: Class 14 contains 2389 members 
Mstep: Class 15 contains 11495 members 
Mstep: Class 16 contains 211841 members 
Mstep: Class 17 contains 1622 members 
Mstep: Class 18 contains 1845 members 
Mstep: Class 19 contains 220023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194034032.000000 Penalty: 44334.984375
Iteration 18Q: 20 clusters Score -1.94034e+08 nChanged 53116
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 210742 members 
Mstep: Class 3 contains 181224 members 
Mstep: Class 4 contains 1304 members 
Mstep: Class 5 contains 143703 members 
Mstep: Class 6 contains 105203 members 
Mstep: Class 7 contains 254971 members 
Mstep: Class 8 contains 16195 members 
Mstep: Class 9 contains 135439 members 
Mstep: Class 10 contains 37993 members 
Mstep: Class 11 contains 156198 members 
Mstep: Class 12 contains 17032 members 
Mstep: Class 13 contains 4255 members 
Mstep: Class 14 contains 2400 members 
Mstep: Class 15 contains 11276 members 
Mstep: Class 16 contains 213910 members 
Mstep: Class 17 contains 1606 members 
Mstep: Class 18 contains 1840 members 
Mstep: Class 19 contains 219273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194056416.000000 Penalty: 44334.984375
Iteration 19Q: 20 clusters Score -1.940564e+08 nChanged 50332
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 207657 members 
Mstep: Class 3 contains 178679 members 
Mstep: Class 4 contains 1307 members 
Mstep: Class 5 contains 142451 members 
Mstep: Class 6 contains 106413 members 
Mstep: Class 7 contains 251085 members 
Mstep: Class 8 contains 17487 members 
Mstep: Class 9 contains 134473 members 
Mstep: Class 10 contains 38908 members 
Mstep: Class 11 contains 159475 members 
Mstep: Class 12 contains 19961 members 
Mstep: Class 13 contains 4250 members 
Mstep: Class 14 contains 2405 members 
Mstep: Class 15 contains 11051 members 
Mstep: Class 16 contains 216891 members 
Mstep: Class 17 contains 1594 members 
Mstep: Class 18 contains 1836 members 
Mstep: Class 19 contains 218183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194078880.000000 Penalty: 44334.984375
Iteration 20F: 20 clusters Score -1.940789e+08 nChanged 50904
Entering Unmasked Mstep 
Mstep: Class 0 contains 203 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 204701 members 
Mstep: Class 3 contains 177528 members 
Mstep: Class 4 contains 1386 members 
Mstep: Class 5 contains 139867 members 
Mstep: Class 6 contains 107400 members 
Mstep: Class 7 contains 247516 members 
Mstep: Class 8 contains 19561 members 
Mstep: Class 9 contains 133339 members 
Mstep: Class 10 contains 39985 members 
Mstep: Class 11 contains 161253 members 
Mstep: Class 12 contains 23208 members 
Mstep: Class 13 contains 4256 members 
Mstep: Class 14 contains 2405 members 
Mstep: Class 15 contains 10805 members 
Mstep: Class 16 contains 219553 members 
Mstep: Class 17 contains 1584 members 
Mstep: Class 18 contains 1770 members 
Mstep: Class 19 contains 217243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194106832.000000 Penalty: 44334.984375
Iteration 21Q: 20 clusters Score -1.941068e+08 nChanged 52087
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 202302 members 
Mstep: Class 3 contains 177232 members 
Mstep: Class 4 contains 1445 members 
Mstep: Class 5 contains 136442 members 
Mstep: Class 6 contains 108189 members 
Mstep: Class 7 contains 243854 members 
Mstep: Class 8 contains 21471 members 
Mstep: Class 9 contains 132417 members 
Mstep: Class 10 contains 41309 members 
Mstep: Class 11 contains 161946 members 
Mstep: Class 12 contains 26741 members 
Mstep: Class 13 contains 4248 members 
Mstep: Class 14 contains 2404 members 
Mstep: Class 15 contains 10564 members 
Mstep: Class 16 contains 221688 members 
Mstep: Class 17 contains 1574 members 
Mstep: Class 18 contains 1729 members 
Mstep: Class 19 contains 216863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194135296.000000 Penalty: 44334.984375
Iteration 22Q: 20 clusters Score -1.941353e+08 nChanged 51643
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 200812 members 
Mstep: Class 3 contains 177160 members 
Mstep: Class 4 contains 1463 members 
Mstep: Class 5 contains 132711 members 
Mstep: Class 6 contains 108691 members 
Mstep: Class 7 contains 239844 members 
Mstep: Class 8 contains 23189 members 
Mstep: Class 9 contains 131662 members 
Mstep: Class 10 contains 42656 members 
Mstep: Class 11 contains 161910 members 
Mstep: Class 12 contains 30584 members 
Mstep: Class 13 contains 4248 members 
Mstep: Class 14 contains 2401 members 
Mstep: Class 15 contains 10315 members 
Mstep: Class 16 contains 223317 members 
Mstep: Class 17 contains 1569 members 
Mstep: Class 18 contains 1727 members 
Mstep: Class 19 contains 217178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194165312.000000 Penalty: 44334.984375
Iteration 23Q: 20 clusters Score -1.941653e+08 nChanged 50005
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 199889 members 
Mstep: Class 3 contains 176771 members 
Mstep: Class 4 contains 1483 members 
Mstep: Class 5 contains 129510 members 
Mstep: Class 6 contains 108822 members 
Mstep: Class 7 contains 236584 members 
Mstep: Class 8 contains 24795 members 
Mstep: Class 9 contains 131194 members 
Mstep: Class 10 contains 43980 members 
Mstep: Class 11 contains 161251 members 
Mstep: Class 12 contains 34440 members 
Mstep: Class 13 contains 4267 members 
Mstep: Class 14 contains 2397 members 
Mstep: Class 15 contains 10055 members 
Mstep: Class 16 contains 224369 members 
Mstep: Class 17 contains 1563 members 
Mstep: Class 18 contains 1717 members 
Mstep: Class 19 contains 217475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194190560.000000 Penalty: 44334.984375
Iteration 24Q: 20 clusters Score -1.941906e+08 nChanged 46264
Entering Unmasked Mstep 
Mstep: Class 0 contains 186 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 199123 members 
Mstep: Class 3 contains 175841 members 
Mstep: Class 4 contains 1495 members 
Mstep: Class 5 contains 127587 members 
Mstep: Class 6 contains 108729 members 
Mstep: Class 7 contains 233590 members 
Mstep: Class 8 contains 26351 members 
Mstep: Class 9 contains 131070 members 
Mstep: Class 10 contains 45327 members 
Mstep: Class 11 contains 160071 members 
Mstep: Class 12 contains 38047 members 
Mstep: Class 13 contains 4316 members 
Mstep: Class 14 contains 2393 members 
Mstep: Class 15 contains 9841 members 
Mstep: Class 16 contains 225170 members 
Mstep: Class 17 contains 1552 members 
Mstep: Class 18 contains 1712 members 
Mstep: Class 19 contains 217781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194208736.000000 Penalty: 44334.984375
Iteration 25Q: 20 clusters Score -1.942087e+08 nChanged 42184
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 198606 members 
Mstep: Class 3 contains 174313 members 
Mstep: Class 4 contains 1498 members 
Mstep: Class 5 contains 127189 members 
Mstep: Class 6 contains 108450 members 
Mstep: Class 7 contains 230812 members 
Mstep: Class 8 contains 27759 members 
Mstep: Class 9 contains 131223 members 
Mstep: Class 10 contains 46599 members 
Mstep: Class 11 contains 158481 members 
Mstep: Class 12 contains 41406 members 
Mstep: Class 13 contains 4349 members 
Mstep: Class 14 contains 2391 members 
Mstep: Class 15 contains 9670 members 
Mstep: Class 16 contains 225821 members 
Mstep: Class 17 contains 1542 members 
Mstep: Class 18 contains 1713 members 
Mstep: Class 19 contains 217940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194222688.000000 Penalty: 44334.984375
Iteration 26Q: 20 clusters Score -1.942227e+08 nChanged 37883
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 198104 members 
Mstep: Class 3 contains 172329 members 
Mstep: Class 4 contains 1498 members 
Mstep: Class 5 contains 128438 members 
Mstep: Class 6 contains 107981 members 
Mstep: Class 7 contains 228170 members 
Mstep: Class 8 contains 29020 members 
Mstep: Class 9 contains 131442 members 
Mstep: Class 10 contains 47890 members 
Mstep: Class 11 contains 156310 members 
Mstep: Class 12 contains 44406 members 
Mstep: Class 13 contains 4393 members 
Mstep: Class 14 contains 2392 members 
Mstep: Class 15 contains 9541 members 
Mstep: Class 16 contains 226041 members 
Mstep: Class 17 contains 1537 members 
Mstep: Class 18 contains 1716 members 
Mstep: Class 19 contains 218548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194234336.000000 Penalty: 44334.984375
Iteration 27Q: 20 clusters Score -1.942343e+08 nChanged 34479
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 197721 members 
Mstep: Class 3 contains 170161 members 
Mstep: Class 4 contains 1503 members 
Mstep: Class 5 contains 130978 members 
Mstep: Class 6 contains 107383 members 
Mstep: Class 7 contains 225531 members 
Mstep: Class 8 contains 30168 members 
Mstep: Class 9 contains 131624 members 
Mstep: Class 10 contains 49088 members 
Mstep: Class 11 contains 153813 members 
Mstep: Class 12 contains 47134 members 
Mstep: Class 13 contains 4423 members 
Mstep: Class 14 contains 2388 members 
Mstep: Class 15 contains 9418 members 
Mstep: Class 16 contains 226420 members 
Mstep: Class 17 contains 1534 members 
Mstep: Class 18 contains 1720 members 
Mstep: Class 19 contains 218944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194242832.000000 Penalty: 44334.984375
Iteration 28Q: 20 clusters Score -1.942428e+08 nChanged 32133
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 197559 members 
Mstep: Class 3 contains 167703 members 
Mstep: Class 4 contains 1501 members 
Mstep: Class 5 contains 134504 members 
Mstep: Class 6 contains 106669 members 
Mstep: Class 7 contains 223092 members 
Mstep: Class 8 contains 31190 members 
Mstep: Class 9 contains 131482 members 
Mstep: Class 10 contains 50185 members 
Mstep: Class 11 contains 151329 members 
Mstep: Class 12 contains 49716 members 
Mstep: Class 13 contains 4452 members 
Mstep: Class 14 contains 2390 members 
Mstep: Class 15 contains 9323 members 
Mstep: Class 16 contains 226736 members 
Mstep: Class 17 contains 1530 members 
Mstep: Class 18 contains 1721 members 
Mstep: Class 19 contains 219228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194249840.000000 Penalty: 44334.984375
Iteration 29Q: 20 clusters Score -1.942498e+08 nChanged 30911
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 197562 members 
Mstep: Class 3 contains 165302 members 
Mstep: Class 4 contains 1501 members 
Mstep: Class 5 contains 138608 members 
Mstep: Class 6 contains 105896 members 
Mstep: Class 7 contains 221225 members 
Mstep: Class 8 contains 32078 members 
Mstep: Class 9 contains 131159 members 
Mstep: Class 10 contains 51215 members 
Mstep: Class 11 contains 149001 members 
Mstep: Class 12 contains 52236 members 
Mstep: Class 13 contains 4470 members 
Mstep: Class 14 contains 2388 members 
Mstep: Class 15 contains 9252 members 
Mstep: Class 16 contains 226217 members 
Mstep: Class 17 contains 1528 members 
Mstep: Class 18 contains 1723 members 
Mstep: Class 19 contains 219375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194255904.000000 Penalty: 44334.984375
Iteration 30Q: 20 clusters Score -1.942559e+08 nChanged 29487
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 197628 members 
Mstep: Class 3 contains 162385 members 
Mstep: Class 4 contains 1504 members 
Mstep: Class 5 contains 143194 members 
Mstep: Class 6 contains 105097 members 
Mstep: Class 7 contains 219314 members 
Mstep: Class 8 contains 32848 members 
Mstep: Class 9 contains 130746 members 
Mstep: Class 10 contains 52233 members 
Mstep: Class 11 contains 146722 members 
Mstep: Class 12 contains 54587 members 
Mstep: Class 13 contains 4488 members 
Mstep: Class 14 contains 2387 members 
Mstep: Class 15 contains 9177 members 
Mstep: Class 16 contains 225500 members 
Mstep: Class 17 contains 1528 members 
Mstep: Class 18 contains 1727 members 
Mstep: Class 19 contains 220108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194261216.000000 Penalty: 44334.984375
Iteration 31Q: 20 clusters Score -1.942612e+08 nChanged 28766
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 197684 members 
Mstep: Class 3 contains 159490 members 
Mstep: Class 4 contains 1505 members 
Mstep: Class 5 contains 147936 members 
Mstep: Class 6 contains 104257 members 
Mstep: Class 7 contains 217223 members 
Mstep: Class 8 contains 33550 members 
Mstep: Class 9 contains 130252 members 
Mstep: Class 10 contains 53324 members 
Mstep: Class 11 contains 144709 members 
Mstep: Class 12 contains 56853 members 
Mstep: Class 13 contains 4495 members 
Mstep: Class 14 contains 2387 members 
Mstep: Class 15 contains 9100 members 
Mstep: Class 16 contains 224942 members 
Mstep: Class 17 contains 1526 members 
Mstep: Class 18 contains 1730 members 
Mstep: Class 19 contains 220709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194266336.000000 Penalty: 44334.984375
Iteration 32Q: 20 clusters Score -1.942663e+08 nChanged 28745
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 197739 members 
Mstep: Class 3 contains 156676 members 
Mstep: Class 4 contains 1507 members 
Mstep: Class 5 contains 152647 members 
Mstep: Class 6 contains 103526 members 
Mstep: Class 7 contains 215109 members 
Mstep: Class 8 contains 34202 members 
Mstep: Class 9 contains 129576 members 
Mstep: Class 10 contains 54432 members 
Mstep: Class 11 contains 143190 members 
Mstep: Class 12 contains 59198 members 
Mstep: Class 13 contains 4501 members 
Mstep: Class 14 contains 2387 members 
Mstep: Class 15 contains 9019 members 
Mstep: Class 16 contains 223874 members 
Mstep: Class 17 contains 1526 members 
Mstep: Class 18 contains 1734 members 
Mstep: Class 19 contains 221293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194271088.000000 Penalty: 44334.984375
Iteration 33Q: 20 clusters Score -1.942711e+08 nChanged 28745
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 197852 members 
Mstep: Class 3 contains 153610 members 
Mstep: Class 4 contains 1508 members 
Mstep: Class 5 contains 157035 members 
Mstep: Class 6 contains 102896 members 
Mstep: Class 7 contains 213191 members 
Mstep: Class 8 contains 34777 members 
Mstep: Class 9 contains 128825 members 
Mstep: Class 10 contains 55558 members 
Mstep: Class 11 contains 141867 members 
Mstep: Class 12 contains 61644 members 
Mstep: Class 13 contains 4514 members 
Mstep: Class 14 contains 2386 members 
Mstep: Class 15 contains 8955 members 
Mstep: Class 16 contains 222691 members 
Mstep: Class 17 contains 1524 members 
Mstep: Class 18 contains 1736 members 
Mstep: Class 19 contains 221990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194275744.000000 Penalty: 44334.984375
Iteration 34Q: 20 clusters Score -1.942757e+08 nChanged 28851
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 197944 members 
Mstep: Class 3 contains 150742 members 
Mstep: Class 4 contains 1512 members 
Mstep: Class 5 contains 160937 members 
Mstep: Class 6 contains 102292 members 
Mstep: Class 7 contains 211159 members 
Mstep: Class 8 contains 35318 members 
Mstep: Class 9 contains 128115 members 
Mstep: Class 10 contains 56775 members 
Mstep: Class 11 contains 140626 members 
Mstep: Class 12 contains 64295 members 
Mstep: Class 13 contains 4537 members 
Mstep: Class 14 contains 2383 members 
Mstep: Class 15 contains 8904 members 
Mstep: Class 16 contains 221648 members 
Mstep: Class 17 contains 1521 members 
Mstep: Class 18 contains 1738 members 
Mstep: Class 19 contains 222505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194279744.000000 Penalty: 44334.984375
Iteration 35Q: 20 clusters Score -1.942797e+08 nChanged 29033
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 198072 members 
Mstep: Class 3 contains 147990 members 
Mstep: Class 4 contains 1512 members 
Mstep: Class 5 contains 164374 members 
Mstep: Class 6 contains 101707 members 
Mstep: Class 7 contains 209044 members 
Mstep: Class 8 contains 35823 members 
Mstep: Class 9 contains 127399 members 
Mstep: Class 10 contains 57948 members 
Mstep: Class 11 contains 139517 members 
Mstep: Class 12 contains 67100 members 
Mstep: Class 13 contains 4556 members 
Mstep: Class 14 contains 2383 members 
Mstep: Class 15 contains 8869 members 
Mstep: Class 16 contains 220589 members 
Mstep: Class 17 contains 1520 members 
Mstep: Class 18 contains 1741 members 
Mstep: Class 19 contains 223180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194281968.000000 Penalty: 44334.984375
Iteration 36Q: 20 clusters Score -1.94282e+08 nChanged 29020
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 198210 members 
Mstep: Class 3 contains 145414 members 
Mstep: Class 4 contains 1512 members 
Mstep: Class 5 contains 167359 members 
Mstep: Class 6 contains 101196 members 
Mstep: Class 7 contains 206941 members 
Mstep: Class 8 contains 36312 members 
Mstep: Class 9 contains 126782 members 
Mstep: Class 10 contains 59090 members 
Mstep: Class 11 contains 138632 members 
Mstep: Class 12 contains 70094 members 
Mstep: Class 13 contains 4570 members 
Mstep: Class 14 contains 2386 members 
Mstep: Class 15 contains 8843 members 
Mstep: Class 16 contains 219558 members 
Mstep: Class 17 contains 1519 members 
Mstep: Class 18 contains 1744 members 
Mstep: Class 19 contains 223537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194283312.000000 Penalty: 44334.984375
Iteration 37Q: 20 clusters Score -1.942833e+08 nChanged 29369
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 198351 members 
Mstep: Class 3 contains 143129 members 
Mstep: Class 4 contains 1513 members 
Mstep: Class 5 contains 169796 members 
Mstep: Class 6 contains 100728 members 
Mstep: Class 7 contains 204680 members 
Mstep: Class 8 contains 36776 members 
Mstep: Class 9 contains 126257 members 
Mstep: Class 10 contains 60261 members 
Mstep: Class 11 contains 137900 members 
Mstep: Class 12 contains 73413 members 
Mstep: Class 13 contains 4580 members 
Mstep: Class 14 contains 2390 members 
Mstep: Class 15 contains 8837 members 
Mstep: Class 16 contains 218439 members 
Mstep: Class 17 contains 1517 members 
Mstep: Class 18 contains 1745 members 
Mstep: Class 19 contains 223734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194285360.000000 Penalty: 44334.984375
Iteration 38Q: 20 clusters Score -1.942854e+08 nChanged 30007
Entering ConstructFrom: 
Score: -194285360.000000 Penalty: 44334.984375
Entering ConstructFrom: 
Trying to split cluster 1 (8358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Entering Unmasked Estep 
Score: -963120.437500 Penalty: 1467.533325
	Iteration 0F: 2 clusters Score -963120.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -957075.000000 Penalty: 2935.066650
	Iteration 0F: 3 clusters Score -957075 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -959011.625000 Penalty: 2935.066650
	Iteration 1F: 3 clusters Score -959011.6 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -959412.062500 Penalty: 2935.066650
	Iteration 2F: 3 clusters Score -959412.1 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -959785.437500 Penalty: 2935.066650
	Iteration 3F: 3 clusters Score -959785.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -960056.625000 Penalty: 2935.066650
	Iteration 4F: 3 clusters Score -960056.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -960271.375000 Penalty: 2935.066650
	Iteration 5Q: 3 clusters Score -960271.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -960448.375000 Penalty: 2935.066650
	Iteration 6Q: 3 clusters Score -960448.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -960609.687500 Penalty: 2935.066650
	Iteration 7Q: 3 clusters Score -960609.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -960756.750000 Penalty: 2935.066650
	Iteration 8Q: 3 clusters Score -960756.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -960873.625000 Penalty: 2935.066650
	Iteration 9Q: 3 clusters Score -960873.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -960961.000000 Penalty: 2935.066650
	Iteration 10Q: 3 clusters Score -960961 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -961047.062500 Penalty: 2935.066650
	Iteration 11Q: 3 clusters Score -961047.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -961124.875000 Penalty: 2935.066650
	Iteration 12Q: 3 clusters Score -961124.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -961187.812500 Penalty: 2935.066650
	Iteration 13Q: 3 clusters Score -961187.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -961243.312500 Penalty: 2935.066650
	Iteration 14Q: 3 clusters Score -961243.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -961286.187500 Penalty: 2935.066650
	Iteration 15Q: 3 clusters Score -961286.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -961322.375000 Penalty: 2935.066650
	Iteration 16Q: 3 clusters Score -961322.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -961354.687500 Penalty: 2935.066650
	Iteration 17Q: 3 clusters Score -961354.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -961383.187500 Penalty: 2935.066650
	Iteration 18Q: 3 clusters Score -961383.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -961400.187500 Penalty: 2935.066650
	Iteration 19Q: 3 clusters Score -961400.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -961417.437500 Penalty: 2935.066650
	Iteration 20F: 3 clusters Score -961417.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -961432.812500 Penalty: 2935.066650
	Iteration 21Q: 3 clusters Score -961432.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -961452.062500 Penalty: 2935.066650
	Iteration 22Q: 3 clusters Score -961452.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -961463.000000 Penalty: 2935.066650
	Iteration 23Q: 3 clusters Score -961463 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -961471.562500 Penalty: 2935.066650
	Iteration 24Q: 3 clusters Score -961471.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -961480.437500 Penalty: 2935.066650
	Iteration 25Q: 3 clusters Score -961480.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -961487.062500 Penalty: 2935.066650
	Iteration 26Q: 3 clusters Score -961487.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -961496.375000 Penalty: 2935.066650
	Iteration 27Q: 3 clusters Score -961496.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -961500.062500 Penalty: 2935.066650
	Iteration 28Q: 3 clusters Score -961500.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -961506.187500 Penalty: 2935.066650
	Iteration 29Q: 3 clusters Score -961506.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -961512.750000 Penalty: 2935.066650
	Iteration 30Q: 3 clusters Score -961512.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -961516.937500 Penalty: 2935.066650
	Iteration 31Q: 3 clusters Score -961516.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -961519.437500 Penalty: 2935.066650
	Iteration 32Q: 3 clusters Score -961519.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -961522.000000 Penalty: 2935.066650
	Iteration 33Q: 3 clusters Score -961522 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -961526.875000 Penalty: 2935.066650
	Iteration 34Q: 3 clusters Score -961526.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -961534.062500 Penalty: 2935.066650
	Iteration 35Q: 3 clusters Score -961534.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -961551.250000 Penalty: 2935.066650
	Iteration 36Q: 3 clusters Score -961551.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -961564.687500 Penalty: 2935.066650
	Iteration 37Q: 3 clusters Score -961564.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -961577.125000 Penalty: 2935.066650
	Iteration 38Q: 3 clusters Score -961577.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -961589.187500 Penalty: 2935.066650
	Iteration 39Q: 3 clusters Score -961589.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -961604.812500 Penalty: 2935.066650
	Iteration 40F: 3 clusters Score -961604.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -961616.375000 Penalty: 2935.066650
	Iteration 41Q: 3 clusters Score -961616.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -961626.812500 Penalty: 2935.066650
	Iteration 42Q: 3 clusters Score -961626.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -961640.500000 Penalty: 2935.066650
	Iteration 43Q: 3 clusters Score -961640.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -961653.375000 Penalty: 2935.066650
	Iteration 44Q: 3 clusters Score -961653.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -961666.000000 Penalty: 2935.066650
	Iteration 45Q: 3 clusters Score -961666 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -961675.312500 Penalty: 2935.066650
	Iteration 46Q: 3 clusters Score -961675.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -961692.125000 Penalty: 2935.066650
	Iteration 47Q: 3 clusters Score -961692.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -961705.562500 Penalty: 2935.066650
	Iteration 48Q: 3 clusters Score -961705.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -961726.562500 Penalty: 2935.066650
	Iteration 49Q: 3 clusters Score -961726.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -961748.687500 Penalty: 2935.066650
	Iteration 50Q: 3 clusters Score -961748.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -961769.375000 Penalty: 2935.066650
	Iteration 51Q: 3 clusters Score -961769.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -961788.562500 Penalty: 2935.066650
	Iteration 52Q: 3 clusters Score -961788.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -961810.812500 Penalty: 2935.066650
	Iteration 53Q: 3 clusters Score -961810.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -961827.687500 Penalty: 2935.066650
	Iteration 54Q: 3 clusters Score -961827.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -961844.250000 Penalty: 2935.066650
	Iteration 55Q: 3 clusters Score -961844.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -961853.000000 Penalty: 2935.066650
	Iteration 56Q: 3 clusters Score -961853 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -961863.937500 Penalty: 2935.066650
	Iteration 57Q: 3 clusters Score -961863.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -961875.437500 Penalty: 2935.066650
	Iteration 58Q: 3 clusters Score -961875.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -961886.250000 Penalty: 2935.066650
	Iteration 59Q: 3 clusters Score -961886.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -961902.000000 Penalty: 2935.066650
	Iteration 60F: 3 clusters Score -961902 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -961917.375000 Penalty: 2935.066650
	Iteration 61Q: 3 clusters Score -961917.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -961934.062500 Penalty: 2935.066650
	Iteration 62Q: 3 clusters Score -961934.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -961944.875000 Penalty: 2935.066650
	Iteration 63Q: 3 clusters Score -961944.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -961957.937500 Penalty: 2935.066650
	Iteration 64Q: 3 clusters Score -961957.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -961965.750000 Penalty: 2935.066650
	Iteration 65Q: 3 clusters Score -961965.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -961972.062500 Penalty: 2935.066650
	Iteration 66Q: 3 clusters Score -961972.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -961977.562500 Penalty: 2935.066650
	Iteration 67Q: 3 clusters Score -961977.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -961983.062500 Penalty: 2935.066650
	Iteration 68Q: 3 clusters Score -961983.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -961986.187500 Penalty: 2935.066650
	Iteration 69Q: 3 clusters Score -961986.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -961988.125000 Penalty: 2935.066650
	Iteration 70Q: 3 clusters Score -961988.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -961989.187500 Penalty: 2935.066650
	Iteration 71Q: 3 clusters Score -961989.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -961994.250000 Penalty: 2935.066650
	Iteration 72Q: 3 clusters Score -961994.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -961999.250000 Penalty: 2935.066650
	Iteration 73Q: 3 clusters Score -961999.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -962008.062500 Penalty: 2935.066650
	Iteration 74Q: 3 clusters Score -962008.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -962023.687500 Penalty: 2935.066650
	Iteration 75Q: 3 clusters Score -962023.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -962035.625000 Penalty: 2935.066650
	Iteration 76Q: 3 clusters Score -962035.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -962045.000000 Penalty: 2935.066650
	Iteration 77Q: 3 clusters Score -962045 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -962049.125000 Penalty: 2935.066650
	Iteration 78Q: 3 clusters Score -962049.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -962049.625000 Penalty: 2935.066650
	Iteration 79Q: 3 clusters Score -962049.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -962051.750000 Penalty: 2935.066650
	Iteration 80F: 3 clusters Score -962051.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -962051.875000 Penalty: 2935.066650
	Iteration 81Q: 3 clusters Score -962051.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -962053.000000 Penalty: 2935.066650
	Iteration 82Q: 3 clusters Score -962053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -962053.000000 Penalty: 2935.066650
	Iteration 83F: 3 clusters Score -962053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (198446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198446 members 
Entering Unmasked Estep 
Score: -22714084.000000 Penalty: 1982.219360
	Iteration 0F: 2 clusters Score -2.271408e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99197 members 
Mstep: Class 2 contains 99249 members 
Entering Unmasked Estep 
Score: -22606098.000000 Penalty: 3964.438721
	Iteration 0F: 3 clusters Score -2.26061e+07 nChanged 96693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100952 members 
Mstep: Class 2 contains 97494 members 
Entering Unmasked Estep 
Score: -22664754.000000 Penalty: 3964.438721
	Iteration 1F: 3 clusters Score -2.266475e+07 nChanged 7639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102587 members 
Mstep: Class 2 contains 95859 members 
Entering Unmasked Estep 
Score: -22666932.000000 Penalty: 3964.438721
	Iteration 2Q: 3 clusters Score -2.266693e+07 nChanged 8897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104932 members 
Mstep: Class 2 contains 93514 members 
Entering Unmasked Estep 
Score: -22670150.000000 Penalty: 3964.438721
	Iteration 3Q: 3 clusters Score -2.267015e+07 nChanged 10224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108178 members 
Mstep: Class 2 contains 90268 members 
Entering Unmasked Estep 
Score: -22674890.000000 Penalty: 3964.438721
	Iteration 4F: 3 clusters Score -2.267489e+07 nChanged 11646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112136 members 
Mstep: Class 2 contains 86310 members 
Entering Unmasked Estep 
Score: -22681558.000000 Penalty: 3964.438721
	Iteration 5F: 3 clusters Score -2.268156e+07 nChanged 12462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116138 members 
Mstep: Class 2 contains 82308 members 
Entering Unmasked Estep 
Score: -22689786.000000 Penalty: 3964.438721
	Iteration 6F: 3 clusters Score -2.268979e+07 nChanged 12428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119160 members 
Mstep: Class 2 contains 79286 members 
Entering Unmasked Estep 
Score: -22698568.000000 Penalty: 3964.438721
	Iteration 7F: 3 clusters Score -2.269857e+07 nChanged 11047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121073 members 
Mstep: Class 2 contains 77373 members 
Entering Unmasked Estep 
Score: -22704790.000000 Penalty: 3964.438721
	Iteration 8F: 3 clusters Score -2.270479e+07 nChanged 7936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122465 members 
Mstep: Class 2 contains 75981 members 
Entering Unmasked Estep 
Score: -22707528.000000 Penalty: 3964.438721
	Iteration 9Q: 3 clusters Score -2.270753e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123745 members 
Mstep: Class 2 contains 74701 members 
Entering Unmasked Estep 
Score: -22708392.000000 Penalty: 3964.438721
	Iteration 10Q: 3 clusters Score -2.270839e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125028 members 
Mstep: Class 2 contains 73418 members 
Entering Unmasked Estep 
Score: -22708764.000000 Penalty: 3964.438721
	Iteration 11Q: 3 clusters Score -2.270876e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126289 members 
Mstep: Class 2 contains 72157 members 
Entering Unmasked Estep 
Score: -22709010.000000 Penalty: 3964.438721
	Iteration 12Q: 3 clusters Score -2.270901e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127498 members 
Mstep: Class 2 contains 70948 members 
Entering Unmasked Estep 
Score: -22709304.000000 Penalty: 3964.438721
	Iteration 13Q: 3 clusters Score -2.27093e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128689 members 
Mstep: Class 2 contains 69757 members 
Entering Unmasked Estep 
Score: -22709388.000000 Penalty: 3964.438721
	Iteration 14Q: 3 clusters Score -2.270939e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129910 members 
Mstep: Class 2 contains 68536 members 
Entering Unmasked Estep 
Score: -22709620.000000 Penalty: 3964.438721
	Iteration 15Q: 3 clusters Score -2.270962e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131067 members 
Mstep: Class 2 contains 67379 members 
Entering Unmasked Estep 
Score: -22709854.000000 Penalty: 3964.438721
	Iteration 16Q: 3 clusters Score -2.270985e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132237 members 
Mstep: Class 2 contains 66209 members 
Entering Unmasked Estep 
Score: -22710076.000000 Penalty: 3964.438721
	Iteration 17Q: 3 clusters Score -2.271008e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133427 members 
Mstep: Class 2 contains 65019 members 
Entering Unmasked Estep 
Score: -22710270.000000 Penalty: 3964.438721
	Iteration 18Q: 3 clusters Score -2.271027e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134578 members 
Mstep: Class 2 contains 63868 members 
Entering Unmasked Estep 
Score: -22710352.000000 Penalty: 3964.438721
	Iteration 19Q: 3 clusters Score -2.271035e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135750 members 
Mstep: Class 2 contains 62696 members 
Entering Unmasked Estep 
Score: -22710572.000000 Penalty: 3964.438721
	Iteration 20F: 3 clusters Score -2.271057e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136886 members 
Mstep: Class 2 contains 61560 members 
Entering Unmasked Estep 
Score: -22710750.000000 Penalty: 3964.438721
	Iteration 21Q: 3 clusters Score -2.271075e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138050 members 
Mstep: Class 2 contains 60396 members 
Entering Unmasked Estep 
Score: -22711118.000000 Penalty: 3964.438721
	Iteration 22Q: 3 clusters Score -2.271112e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139099 members 
Mstep: Class 2 contains 59347 members 
Entering Unmasked Estep 
Score: -22711314.000000 Penalty: 3964.438721
	Iteration 23Q: 3 clusters Score -2.271131e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140003 members 
Mstep: Class 2 contains 58443 members 
Entering Unmasked Estep 
Score: -22711468.000000 Penalty: 3964.438721
	Iteration 24Q: 3 clusters Score -2.271147e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140902 members 
Mstep: Class 2 contains 57544 members 
Entering Unmasked Estep 
Score: -22711694.000000 Penalty: 3964.438721
	Iteration 25Q: 3 clusters Score -2.271169e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141692 members 
Mstep: Class 2 contains 56754 members 
Entering Unmasked Estep 
Score: -22711752.000000 Penalty: 3964.438721
	Iteration 26Q: 3 clusters Score -2.271175e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142431 members 
Mstep: Class 2 contains 56015 members 
Entering Unmasked Estep 
Score: -22711778.000000 Penalty: 3964.438721
	Iteration 27Q: 3 clusters Score -2.271178e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143087 members 
Mstep: Class 2 contains 55359 members 
Entering Unmasked Estep 
Score: -22711804.000000 Penalty: 3964.438721
	Iteration 28Q: 3 clusters Score -2.27118e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143688 members 
Mstep: Class 2 contains 54758 members 
Entering Unmasked Estep 
Score: -22711796.000000 Penalty: 3964.438721
	Iteration 29Q: 3 clusters Score -2.27118e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144239 members 
Mstep: Class 2 contains 54207 members 
Entering Unmasked Estep 
Score: -22711628.000000 Penalty: 3964.438721
	Iteration 30Q: 3 clusters Score -2.271163e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144769 members 
Mstep: Class 2 contains 53677 members 
Entering Unmasked Estep 
Score: -22711628.000000 Penalty: 3964.438721
	Iteration 31Q: 3 clusters Score -2.271163e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145249 members 
Mstep: Class 2 contains 53197 members 
Entering Unmasked Estep 
Score: -22711776.000000 Penalty: 3964.438721
	Iteration 32Q: 3 clusters Score -2.271178e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145741 members 
Mstep: Class 2 contains 52705 members 
Entering Unmasked Estep 
Score: -22711740.000000 Penalty: 3964.438721
	Iteration 33Q: 3 clusters Score -2.271174e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146251 members 
Mstep: Class 2 contains 52195 members 
Entering Unmasked Estep 
Score: -22711858.000000 Penalty: 3964.438721
	Iteration 34Q: 3 clusters Score -2.271186e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146751 members 
Mstep: Class 2 contains 51695 members 
Entering Unmasked Estep 
Score: -22711842.000000 Penalty: 3964.438721
	Iteration 35Q: 3 clusters Score -2.271184e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147269 members 
Mstep: Class 2 contains 51177 members 
Entering Unmasked Estep 
Score: -22711938.000000 Penalty: 3964.438721
	Iteration 36Q: 3 clusters Score -2.271194e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147789 members 
Mstep: Class 2 contains 50657 members 
Entering Unmasked Estep 
Score: -22711980.000000 Penalty: 3964.438721
	Iteration 37Q: 3 clusters Score -2.271198e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148296 members 
Mstep: Class 2 contains 50150 members 
Entering Unmasked Estep 
Score: -22711940.000000 Penalty: 3964.438721
	Iteration 38Q: 3 clusters Score -2.271194e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148804 members 
Mstep: Class 2 contains 49642 members 
Entering Unmasked Estep 
Score: -22711964.000000 Penalty: 3964.438721
	Iteration 39Q: 3 clusters Score -2.271196e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149274 members 
Mstep: Class 2 contains 49172 members 
Entering Unmasked Estep 
Score: -22711880.000000 Penalty: 3964.438721
	Iteration 40F: 3 clusters Score -2.271188e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149710 members 
Mstep: Class 2 contains 48736 members 
Entering Unmasked Estep 
Score: -22711920.000000 Penalty: 3964.438721
	Iteration 41Q: 3 clusters Score -2.271192e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150156 members 
Mstep: Class 2 contains 48290 members 
Entering Unmasked Estep 
Score: -22711978.000000 Penalty: 3964.438721
	Iteration 42Q: 3 clusters Score -2.271198e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150616 members 
Mstep: Class 2 contains 47830 members 
Entering Unmasked Estep 
Score: -22712032.000000 Penalty: 3964.438721
	Iteration 43Q: 3 clusters Score -2.271203e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151083 members 
Mstep: Class 2 contains 47363 members 
Entering Unmasked Estep 
Score: -22712034.000000 Penalty: 3964.438721
	Iteration 44Q: 3 clusters Score -2.271203e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151539 members 
Mstep: Class 2 contains 46907 members 
Entering Unmasked Estep 
Score: -22712176.000000 Penalty: 3964.438721
	Iteration 45Q: 3 clusters Score -2.271218e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152025 members 
Mstep: Class 2 contains 46421 members 
Entering Unmasked Estep 
Score: -22712158.000000 Penalty: 3964.438721
	Iteration 46Q: 3 clusters Score -2.271216e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152493 members 
Mstep: Class 2 contains 45953 members 
Entering Unmasked Estep 
Score: -22712090.000000 Penalty: 3964.438721
	Iteration 47Q: 3 clusters Score -2.271209e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152950 members 
Mstep: Class 2 contains 45496 members 
Entering Unmasked Estep 
Score: -22712060.000000 Penalty: 3964.438721
	Iteration 48Q: 3 clusters Score -2.271206e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153417 members 
Mstep: Class 2 contains 45029 members 
Entering Unmasked Estep 
Score: -22712106.000000 Penalty: 3964.438721
	Iteration 49Q: 3 clusters Score -2.271211e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153912 members 
Mstep: Class 2 contains 44534 members 
Entering Unmasked Estep 
Score: -22712130.000000 Penalty: 3964.438721
	Iteration 50Q: 3 clusters Score -2.271213e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154366 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -22712146.000000 Penalty: 3964.438721
	Iteration 51Q: 3 clusters Score -2.271215e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154817 members 
Mstep: Class 2 contains 43629 members 
Entering Unmasked Estep 
Score: -22712188.000000 Penalty: 3964.438721
	Iteration 52Q: 3 clusters Score -2.271219e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155253 members 
Mstep: Class 2 contains 43193 members 
Entering Unmasked Estep 
Score: -22712164.000000 Penalty: 3964.438721
	Iteration 53Q: 3 clusters Score -2.271216e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155682 members 
Mstep: Class 2 contains 42764 members 
Entering Unmasked Estep 
Score: -22712264.000000 Penalty: 3964.438721
	Iteration 54Q: 3 clusters Score -2.271226e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156097 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -22712304.000000 Penalty: 3964.438721
	Iteration 55Q: 3 clusters Score -2.27123e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156538 members 
Mstep: Class 2 contains 41908 members 
Entering Unmasked Estep 
Score: -22712290.000000 Penalty: 3964.438721
	Iteration 56Q: 3 clusters Score -2.271229e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156947 members 
Mstep: Class 2 contains 41499 members 
Entering Unmasked Estep 
Score: -22712332.000000 Penalty: 3964.438721
	Iteration 57Q: 3 clusters Score -2.271233e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157319 members 
Mstep: Class 2 contains 41127 members 
Entering Unmasked Estep 
Score: -22712372.000000 Penalty: 3964.438721
	Iteration 58Q: 3 clusters Score -2.271237e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157681 members 
Mstep: Class 2 contains 40765 members 
Entering Unmasked Estep 
Score: -22712342.000000 Penalty: 3964.438721
	Iteration 59Q: 3 clusters Score -2.271234e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158057 members 
Mstep: Class 2 contains 40389 members 
Entering Unmasked Estep 
Score: -22712424.000000 Penalty: 3964.438721
	Iteration 60F: 3 clusters Score -2.271242e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158431 members 
Mstep: Class 2 contains 40015 members 
Entering Unmasked Estep 
Score: -22712440.000000 Penalty: 3964.438721
	Iteration 61Q: 3 clusters Score -2.271244e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158838 members 
Mstep: Class 2 contains 39608 members 
Entering Unmasked Estep 
Score: -22712398.000000 Penalty: 3964.438721
	Iteration 62Q: 3 clusters Score -2.27124e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159248 members 
Mstep: Class 2 contains 39198 members 
Entering Unmasked Estep 
Score: -22712448.000000 Penalty: 3964.438721
	Iteration 63Q: 3 clusters Score -2.271245e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159689 members 
Mstep: Class 2 contains 38757 members 
Entering Unmasked Estep 
Score: -22712546.000000 Penalty: 3964.438721
	Iteration 64Q: 3 clusters Score -2.271255e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160116 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -22712606.000000 Penalty: 3964.438721
	Iteration 65Q: 3 clusters Score -2.271261e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160569 members 
Mstep: Class 2 contains 37877 members 
Entering Unmasked Estep 
Score: -22712690.000000 Penalty: 3964.438721
	Iteration 66Q: 3 clusters Score -2.271269e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161040 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
Score: -22712768.000000 Penalty: 3964.438721
	Iteration 67Q: 3 clusters Score -2.271277e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161517 members 
Mstep: Class 2 contains 36929 members 
Entering Unmasked Estep 
Score: -22712844.000000 Penalty: 3964.438721
	Iteration 68Q: 3 clusters Score -2.271284e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161999 members 
Mstep: Class 2 contains 36447 members 
Entering Unmasked Estep 
Score: -22712888.000000 Penalty: 3964.438721
	Iteration 69Q: 3 clusters Score -2.271289e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162527 members 
Mstep: Class 2 contains 35919 members 
Entering Unmasked Estep 
Score: -22712920.000000 Penalty: 3964.438721
	Iteration 70Q: 3 clusters Score -2.271292e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163011 members 
Mstep: Class 2 contains 35435 members 
Entering Unmasked Estep 
Score: -22712956.000000 Penalty: 3964.438721
	Iteration 71Q: 3 clusters Score -2.271296e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163520 members 
Mstep: Class 2 contains 34926 members 
Entering Unmasked Estep 
Score: -22712974.000000 Penalty: 3964.438721
	Iteration 72Q: 3 clusters Score -2.271297e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164032 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
Score: -22712932.000000 Penalty: 3964.438721
	Iteration 73Q: 3 clusters Score -2.271293e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164515 members 
Mstep: Class 2 contains 33931 members 
Entering Unmasked Estep 
Score: -22712884.000000 Penalty: 3964.438721
	Iteration 74Q: 3 clusters Score -2.271288e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164981 members 
Mstep: Class 2 contains 33465 members 
Entering Unmasked Estep 
Score: -22712890.000000 Penalty: 3964.438721
	Iteration 75Q: 3 clusters Score -2.271289e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165476 members 
Mstep: Class 2 contains 32970 members 
Entering Unmasked Estep 
Score: -22712916.000000 Penalty: 3964.438721
	Iteration 76Q: 3 clusters Score -2.271292e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165951 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -22712928.000000 Penalty: 3964.438721
	Iteration 77Q: 3 clusters Score -2.271293e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166458 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -22712902.000000 Penalty: 3964.438721
	Iteration 78Q: 3 clusters Score -2.27129e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166985 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
Score: -22712910.000000 Penalty: 3964.438721
	Iteration 79Q: 3 clusters Score -2.271291e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167583 members 
Mstep: Class 2 contains 30863 members 
Entering Unmasked Estep 
Score: -22712900.000000 Penalty: 3964.438721
	Iteration 80F: 3 clusters Score -2.27129e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168212 members 
Mstep: Class 2 contains 30234 members 
Entering Unmasked Estep 
Score: -22712906.000000 Penalty: 3964.438721
	Iteration 81Q: 3 clusters Score -2.271291e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168869 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -22712882.000000 Penalty: 3964.438721
	Iteration 82Q: 3 clusters Score -2.271288e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169521 members 
Mstep: Class 2 contains 28925 members 
Entering Unmasked Estep 
Score: -22712958.000000 Penalty: 3964.438721
	Iteration 83Q: 3 clusters Score -2.271296e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170183 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -22712968.000000 Penalty: 3964.438721
	Iteration 84Q: 3 clusters Score -2.271297e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170877 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -22712988.000000 Penalty: 3964.438721
	Iteration 85Q: 3 clusters Score -2.271299e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171584 members 
Mstep: Class 2 contains 26862 members 
Entering Unmasked Estep 
Score: -22713096.000000 Penalty: 3964.438721
	Iteration 86Q: 3 clusters Score -2.27131e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172327 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -22713082.000000 Penalty: 3964.438721
	Iteration 87Q: 3 clusters Score -2.271308e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173072 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -22713170.000000 Penalty: 3964.438721
	Iteration 88Q: 3 clusters Score -2.271317e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173831 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -22713154.000000 Penalty: 3964.438721
	Iteration 89Q: 3 clusters Score -2.271315e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174637 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -22713090.000000 Penalty: 3964.438721
	Iteration 90Q: 3 clusters Score -2.271309e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175495 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -22713042.000000 Penalty: 3964.438721
	Iteration 91Q: 3 clusters Score -2.271304e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176394 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -22712980.000000 Penalty: 3964.438721
	Iteration 92Q: 3 clusters Score -2.271298e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177274 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -22713032.000000 Penalty: 3964.438721
	Iteration 93Q: 3 clusters Score -2.271303e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178221 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -22713032.000000 Penalty: 3964.438721
	Iteration 94Q: 3 clusters Score -2.271303e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179178 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -22712940.000000 Penalty: 3964.438721
	Iteration 95Q: 3 clusters Score -2.271294e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180210 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -22712858.000000 Penalty: 3964.438721
	Iteration 96Q: 3 clusters Score -2.271286e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181276 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -22712798.000000 Penalty: 3964.438721
	Iteration 97Q: 3 clusters Score -2.27128e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182336 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -22713424.000000 Penalty: 3964.438721
	Iteration 98Q: 3 clusters Score -2.271342e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183422 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -22713748.000000 Penalty: 3964.438721
	Iteration 99Q: 3 clusters Score -2.271375e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184534 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -22714090.000000 Penalty: 3964.438721
	Iteration 100F: 3 clusters Score -2.271409e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185689 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -22714470.000000 Penalty: 3964.438721
	Iteration 101Q: 3 clusters Score -2.271447e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186830 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -22714808.000000 Penalty: 3964.438721
	Iteration 102Q: 3 clusters Score -2.271481e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188023 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -22715050.000000 Penalty: 3964.438721
	Iteration 103Q: 3 clusters Score -2.271505e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189162 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -22715206.000000 Penalty: 3964.438721
	Iteration 104Q: 3 clusters Score -2.271521e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190185 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -22715332.000000 Penalty: 3964.438721
	Iteration 105Q: 3 clusters Score -2.271533e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191147 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -22715498.000000 Penalty: 3964.438721
	Iteration 106Q: 3 clusters Score -2.27155e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191973 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -22715462.000000 Penalty: 3964.438721
	Iteration 107Q: 3 clusters Score -2.271546e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192575 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -22715444.000000 Penalty: 3964.438721
	Iteration 108Q: 3 clusters Score -2.271544e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193077 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -22715502.000000 Penalty: 3964.438721
	Iteration 109Q: 3 clusters Score -2.27155e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193498 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -22715594.000000 Penalty: 3964.438721
	Iteration 110Q: 3 clusters Score -2.271559e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193814 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -22715632.000000 Penalty: 3964.438721
	Iteration 111Q: 3 clusters Score -2.271563e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194046 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -22715610.000000 Penalty: 3964.438721
	Iteration 112Q: 3 clusters Score -2.271561e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194255 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -22715550.000000 Penalty: 3964.438721
	Iteration 113Q: 3 clusters Score -2.271555e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194421 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -22715498.000000 Penalty: 3964.438721
	Iteration 114Q: 3 clusters Score -2.27155e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194557 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -22715476.000000 Penalty: 3964.438721
	Iteration 115Q: 3 clusters Score -2.271548e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194669 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -22715464.000000 Penalty: 3964.438721
	Iteration 116Q: 3 clusters Score -2.271546e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194746 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -22715474.000000 Penalty: 3964.438721
	Iteration 117Q: 3 clusters Score -2.271547e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194832 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -22715442.000000 Penalty: 3964.438721
	Iteration 118Q: 3 clusters Score -2.271544e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194908 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -22715408.000000 Penalty: 3964.438721
	Iteration 119Q: 3 clusters Score -2.271541e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194962 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -22715394.000000 Penalty: 3964.438721
	Iteration 120F: 3 clusters Score -2.271539e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195003 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -22715362.000000 Penalty: 3964.438721
	Iteration 121Q: 3 clusters Score -2.271536e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195041 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -22715338.000000 Penalty: 3964.438721
	Iteration 122Q: 3 clusters Score -2.271534e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195085 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -22715314.000000 Penalty: 3964.438721
	Iteration 123Q: 3 clusters Score -2.271531e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195122 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -22715308.000000 Penalty: 3964.438721
	Iteration 124Q: 3 clusters Score -2.271531e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195145 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -22715298.000000 Penalty: 3964.438721
	Iteration 125Q: 3 clusters Score -2.27153e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195164 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -22715316.000000 Penalty: 3964.438721
	Iteration 126Q: 3 clusters Score -2.271532e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195190 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -22715298.000000 Penalty: 3964.438721
	Iteration 127Q: 3 clusters Score -2.27153e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195217 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -22715308.000000 Penalty: 3964.438721
	Iteration 128Q: 3 clusters Score -2.271531e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195249 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -22715292.000000 Penalty: 3964.438721
	Iteration 129Q: 3 clusters Score -2.271529e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195274 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -22715274.000000 Penalty: 3964.438721
	Iteration 130Q: 3 clusters Score -2.271527e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195294 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -22715258.000000 Penalty: 3964.438721
	Iteration 131Q: 3 clusters Score -2.271526e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195304 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -22715244.000000 Penalty: 3964.438721
	Iteration 132Q: 3 clusters Score -2.271524e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195314 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -22715264.000000 Penalty: 3964.438721
	Iteration 133Q: 3 clusters Score -2.271526e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195325 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -22715258.000000 Penalty: 3964.438721
	Iteration 134Q: 3 clusters Score -2.271526e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195337 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -22715246.000000 Penalty: 3964.438721
	Iteration 135Q: 3 clusters Score -2.271525e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195354 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -22715218.000000 Penalty: 3964.438721
	Iteration 136Q: 3 clusters Score -2.271522e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195368 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -22715212.000000 Penalty: 3964.438721
	Iteration 137Q: 3 clusters Score -2.271521e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195373 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -22715200.000000 Penalty: 3964.438721
	Iteration 138Q: 3 clusters Score -2.27152e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195376 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -22715222.000000 Penalty: 3964.438721
	Iteration 139Q: 3 clusters Score -2.271522e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195382 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -22715220.000000 Penalty: 3964.438721
	Iteration 140F: 3 clusters Score -2.271522e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195386 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -22715228.000000 Penalty: 3964.438721
	Iteration 141Q: 3 clusters Score -2.271523e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195393 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -22715218.000000 Penalty: 3964.438721
	Iteration 142Q: 3 clusters Score -2.271522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195396 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -22715232.000000 Penalty: 3964.438721
	Iteration 143Q: 3 clusters Score -2.271523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195398 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -22715216.000000 Penalty: 3964.438721
	Iteration 144Q: 3 clusters Score -2.271522e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195399 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -22715216.000000 Penalty: 3964.438721
	Iteration 145Q: 3 clusters Score -2.271522e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195398 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -22715222.000000 Penalty: 3964.438721
	Iteration 146Q: 3 clusters Score -2.271522e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195397 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -22715228.000000 Penalty: 3964.438721
	Iteration 147Q: 3 clusters Score -2.271523e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195397 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -22715228.000000 Penalty: 3964.438721
	Iteration 148F: 3 clusters Score -2.271523e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 195397 members 
Mstep: Class 3 contains 141143 members 
Mstep: Class 4 contains 1514 members 
Mstep: Class 5 contains 171665 members 
Mstep: Class 6 contains 100340 members 
Mstep: Class 7 contains 202025 members 
Mstep: Class 8 contains 37236 members 
Mstep: Class 9 contains 125800 members 
Mstep: Class 10 contains 61439 members 
Mstep: Class 11 contains 137088 members 
Mstep: Class 12 contains 77047 members 
Mstep: Class 13 contains 4582 members 
Mstep: Class 14 contains 2391 members 
Mstep: Class 15 contains 8844 members 
Mstep: Class 16 contains 217267 members 
Mstep: Class 17 contains 1517 members 
Mstep: Class 18 contains 1744 members 
Mstep: Class 19 contains 224249 members 
Mstep: Class 20 contains 3049 members 
Entering Unmasked Estep 
Score: -194282320.000000 Penalty: 46668.406250
Splitting cluster 2 changes total score from -194285360.000000 to -194282320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (141143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141143 members 
Entering Unmasked Estep 
Score: -16637309.000000 Penalty: 1926.848389
	Iteration 0F: 2 clusters Score -1.663731e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70763 members 
Mstep: Class 2 contains 70380 members 
Entering Unmasked Estep 
Score: -16559994.000000 Penalty: 3853.696777
	Iteration 0F: 3 clusters Score -1.655999e+07 nChanged 67989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74586 members 
Mstep: Class 2 contains 66557 members 
Entering Unmasked Estep 
Score: -16599462.000000 Penalty: 3853.696777
	Iteration 1F: 3 clusters Score -1.659946e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76629 members 
Mstep: Class 2 contains 64514 members 
Entering Unmasked Estep 
Score: -16600454.000000 Penalty: 3853.696777
	Iteration 2Q: 3 clusters Score -1.660045e+07 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79599 members 
Mstep: Class 2 contains 61544 members 
Entering Unmasked Estep 
Score: -16602202.000000 Penalty: 3853.696777
	Iteration 3Q: 3 clusters Score -1.66022e+07 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83427 members 
Mstep: Class 2 contains 57716 members 
Entering Unmasked Estep 
Score: -16605255.000000 Penalty: 3853.696777
	Iteration 4Q: 3 clusters Score -1.660526e+07 nChanged 6713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88122 members 
Mstep: Class 2 contains 53021 members 
Entering Unmasked Estep 
Score: -16609685.000000 Penalty: 3853.696777
	Iteration 5Q: 3 clusters Score -1.660968e+07 nChanged 7995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93321 members 
Mstep: Class 2 contains 47822 members 
Entering Unmasked Estep 
Score: -16615811.000000 Penalty: 3853.696777
	Iteration 6F: 3 clusters Score -1.661581e+07 nChanged 9158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97787 members 
Mstep: Class 2 contains 43356 members 
Entering Unmasked Estep 
Score: -16623344.000000 Penalty: 3853.696777
	Iteration 7F: 3 clusters Score -1.662334e+07 nChanged 9437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100362 members 
Mstep: Class 2 contains 40781 members 
Entering Unmasked Estep 
Score: -16630451.000000 Penalty: 3853.696777
	Iteration 8F: 3 clusters Score -1.663045e+07 nChanged 8331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100837 members 
Mstep: Class 2 contains 40306 members 
Entering Unmasked Estep 
Score: -16635215.000000 Penalty: 3853.696777
	Iteration 9F: 3 clusters Score -1.663522e+07 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100495 members 
Mstep: Class 2 contains 40648 members 
Entering Unmasked Estep 
Score: -16637380.000000 Penalty: 3853.696777
	Iteration 10Q: 3 clusters Score -1.663738e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100159 members 
Mstep: Class 2 contains 40984 members 
Entering Unmasked Estep 
Score: -16638276.000000 Penalty: 3853.696777
	Iteration 11Q: 3 clusters Score -1.663828e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99847 members 
Mstep: Class 2 contains 41296 members 
Entering Unmasked Estep 
Score: -16638746.000000 Penalty: 3853.696777
	Iteration 12Q: 3 clusters Score -1.663875e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99504 members 
Mstep: Class 2 contains 41639 members 
Entering Unmasked Estep 
Score: -16639172.000000 Penalty: 3853.696777
	Iteration 13Q: 3 clusters Score -1.663917e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99114 members 
Mstep: Class 2 contains 42029 members 
Entering Unmasked Estep 
Score: -16639553.000000 Penalty: 3853.696777
	Iteration 14Q: 3 clusters Score -1.663955e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98729 members 
Mstep: Class 2 contains 42414 members 
Entering Unmasked Estep 
Score: -16639944.000000 Penalty: 3853.696777
	Iteration 15Q: 3 clusters Score -1.663994e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98340 members 
Mstep: Class 2 contains 42803 members 
Entering Unmasked Estep 
Score: -16640385.000000 Penalty: 3853.696777
	Iteration 16Q: 3 clusters Score -1.664038e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97921 members 
Mstep: Class 2 contains 43222 members 
Entering Unmasked Estep 
Score: -16640766.000000 Penalty: 3853.696777
	Iteration 17Q: 3 clusters Score -1.664077e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97564 members 
Mstep: Class 2 contains 43579 members 
Entering Unmasked Estep 
Score: -16641092.000000 Penalty: 3853.696777
	Iteration 18Q: 3 clusters Score -1.664109e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97260 members 
Mstep: Class 2 contains 43883 members 
Entering Unmasked Estep 
Score: -16641545.000000 Penalty: 3853.696777
	Iteration 19Q: 3 clusters Score -1.664154e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96942 members 
Mstep: Class 2 contains 44201 members 
Entering Unmasked Estep 
Score: -16641909.000000 Penalty: 3853.696777
	Iteration 20F: 3 clusters Score -1.664191e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96549 members 
Mstep: Class 2 contains 44594 members 
Entering Unmasked Estep 
Score: -16642286.000000 Penalty: 3853.696777
	Iteration 21Q: 3 clusters Score -1.664229e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96226 members 
Mstep: Class 2 contains 44917 members 
Entering Unmasked Estep 
Score: -16642579.000000 Penalty: 3853.696777
	Iteration 22Q: 3 clusters Score -1.664258e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95928 members 
Mstep: Class 2 contains 45215 members 
Entering Unmasked Estep 
Score: -16642836.000000 Penalty: 3853.696777
	Iteration 23Q: 3 clusters Score -1.664284e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95646 members 
Mstep: Class 2 contains 45497 members 
Entering Unmasked Estep 
Score: -16643034.000000 Penalty: 3853.696777
	Iteration 24Q: 3 clusters Score -1.664303e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95417 members 
Mstep: Class 2 contains 45726 members 
Entering Unmasked Estep 
Score: -16643216.000000 Penalty: 3853.696777
	Iteration 25Q: 3 clusters Score -1.664322e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95268 members 
Mstep: Class 2 contains 45875 members 
Entering Unmasked Estep 
Score: -16643311.000000 Penalty: 3853.696777
	Iteration 26Q: 3 clusters Score -1.664331e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95164 members 
Mstep: Class 2 contains 45979 members 
Entering Unmasked Estep 
Score: -16643442.000000 Penalty: 3853.696777
	Iteration 27Q: 3 clusters Score -1.664344e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95068 members 
Mstep: Class 2 contains 46075 members 
Entering Unmasked Estep 
Score: -16643572.000000 Penalty: 3853.696777
	Iteration 28Q: 3 clusters Score -1.664357e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94953 members 
Mstep: Class 2 contains 46190 members 
Entering Unmasked Estep 
Score: -16643690.000000 Penalty: 3853.696777
	Iteration 29Q: 3 clusters Score -1.664369e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94857 members 
Mstep: Class 2 contains 46286 members 
Entering Unmasked Estep 
Score: -16643769.000000 Penalty: 3853.696777
	Iteration 30Q: 3 clusters Score -1.664377e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94758 members 
Mstep: Class 2 contains 46385 members 
Entering Unmasked Estep 
Score: -16643817.000000 Penalty: 3853.696777
	Iteration 31Q: 3 clusters Score -1.664382e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94659 members 
Mstep: Class 2 contains 46484 members 
Entering Unmasked Estep 
Score: -16643897.000000 Penalty: 3853.696777
	Iteration 32Q: 3 clusters Score -1.66439e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94574 members 
Mstep: Class 2 contains 46569 members 
Entering Unmasked Estep 
Score: -16643931.000000 Penalty: 3853.696777
	Iteration 33Q: 3 clusters Score -1.664393e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94505 members 
Mstep: Class 2 contains 46638 members 
Entering Unmasked Estep 
Score: -16644002.000000 Penalty: 3853.696777
	Iteration 34Q: 3 clusters Score -1.6644e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94413 members 
Mstep: Class 2 contains 46730 members 
Entering Unmasked Estep 
Score: -16644041.000000 Penalty: 3853.696777
	Iteration 35Q: 3 clusters Score -1.664404e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94311 members 
Mstep: Class 2 contains 46832 members 
Entering Unmasked Estep 
Score: -16644082.000000 Penalty: 3853.696777
	Iteration 36Q: 3 clusters Score -1.664408e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94178 members 
Mstep: Class 2 contains 46965 members 
Entering Unmasked Estep 
Score: -16644120.000000 Penalty: 3853.696777
	Iteration 37Q: 3 clusters Score -1.664412e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94068 members 
Mstep: Class 2 contains 47075 members 
Entering Unmasked Estep 
Score: -16644131.000000 Penalty: 3853.696777
	Iteration 38Q: 3 clusters Score -1.664413e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93981 members 
Mstep: Class 2 contains 47162 members 
Entering Unmasked Estep 
Score: -16644165.000000 Penalty: 3853.696777
	Iteration 39Q: 3 clusters Score -1.664416e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93932 members 
Mstep: Class 2 contains 47211 members 
Entering Unmasked Estep 
Score: -16644209.000000 Penalty: 3853.696777
	Iteration 40F: 3 clusters Score -1.664421e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93895 members 
Mstep: Class 2 contains 47248 members 
Entering Unmasked Estep 
Score: -16644241.000000 Penalty: 3853.696777
	Iteration 41Q: 3 clusters Score -1.664424e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93858 members 
Mstep: Class 2 contains 47285 members 
Entering Unmasked Estep 
Score: -16644209.000000 Penalty: 3853.696777
	Iteration 42Q: 3 clusters Score -1.664421e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93861 members 
Mstep: Class 2 contains 47282 members 
Entering Unmasked Estep 
Score: -16644230.000000 Penalty: 3853.696777
	Iteration 43Q: 3 clusters Score -1.664423e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93877 members 
Mstep: Class 2 contains 47266 members 
Entering Unmasked Estep 
Score: -16644249.000000 Penalty: 3853.696777
	Iteration 44Q: 3 clusters Score -1.664425e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93902 members 
Mstep: Class 2 contains 47241 members 
Entering Unmasked Estep 
Score: -16644214.000000 Penalty: 3853.696777
	Iteration 45Q: 3 clusters Score -1.664421e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93913 members 
Mstep: Class 2 contains 47230 members 
Entering Unmasked Estep 
Score: -16644242.000000 Penalty: 3853.696777
	Iteration 46Q: 3 clusters Score -1.664424e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93940 members 
Mstep: Class 2 contains 47203 members 
Entering Unmasked Estep 
Score: -16644244.000000 Penalty: 3853.696777
	Iteration 47Q: 3 clusters Score -1.664424e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93980 members 
Mstep: Class 2 contains 47163 members 
Entering Unmasked Estep 
Score: -16644223.000000 Penalty: 3853.696777
	Iteration 48Q: 3 clusters Score -1.664422e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94014 members 
Mstep: Class 2 contains 47129 members 
Entering Unmasked Estep 
Score: -16644249.000000 Penalty: 3853.696777
	Iteration 49Q: 3 clusters Score -1.664425e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94028 members 
Mstep: Class 2 contains 47115 members 
Entering Unmasked Estep 
Score: -16644221.000000 Penalty: 3853.696777
	Iteration 50Q: 3 clusters Score -1.664422e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94058 members 
Mstep: Class 2 contains 47085 members 
Entering Unmasked Estep 
Score: -16644220.000000 Penalty: 3853.696777
	Iteration 51Q: 3 clusters Score -1.664422e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94078 members 
Mstep: Class 2 contains 47065 members 
Entering Unmasked Estep 
Score: -16644195.000000 Penalty: 3853.696777
	Iteration 52Q: 3 clusters Score -1.66442e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94117 members 
Mstep: Class 2 contains 47026 members 
Entering Unmasked Estep 
Score: -16644222.000000 Penalty: 3853.696777
	Iteration 53Q: 3 clusters Score -1.664422e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94141 members 
Mstep: Class 2 contains 47002 members 
Entering Unmasked Estep 
Score: -16644226.000000 Penalty: 3853.696777
	Iteration 54Q: 3 clusters Score -1.664423e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94174 members 
Mstep: Class 2 contains 46969 members 
Entering Unmasked Estep 
Score: -16644215.000000 Penalty: 3853.696777
	Iteration 55Q: 3 clusters Score -1.664422e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94198 members 
Mstep: Class 2 contains 46945 members 
Entering Unmasked Estep 
Score: -16644185.000000 Penalty: 3853.696777
	Iteration 56Q: 3 clusters Score -1.664418e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94217 members 
Mstep: Class 2 contains 46926 members 
Entering Unmasked Estep 
Score: -16644198.000000 Penalty: 3853.696777
	Iteration 57Q: 3 clusters Score -1.66442e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94226 members 
Mstep: Class 2 contains 46917 members 
Entering Unmasked Estep 
Score: -16644198.000000 Penalty: 3853.696777
	Iteration 58Q: 3 clusters Score -1.66442e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94222 members 
Mstep: Class 2 contains 46921 members 
Entering Unmasked Estep 
Score: -16644193.000000 Penalty: 3853.696777
	Iteration 59Q: 3 clusters Score -1.664419e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94223 members 
Mstep: Class 2 contains 46920 members 
Entering Unmasked Estep 
Score: -16644210.000000 Penalty: 3853.696777
	Iteration 60F: 3 clusters Score -1.664421e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94220 members 
Mstep: Class 2 contains 46923 members 
Entering Unmasked Estep 
Score: -16644194.000000 Penalty: 3853.696777
	Iteration 61Q: 3 clusters Score -1.664419e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94235 members 
Mstep: Class 2 contains 46908 members 
Entering Unmasked Estep 
Score: -16644212.000000 Penalty: 3853.696777
	Iteration 62Q: 3 clusters Score -1.664421e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94259 members 
Mstep: Class 2 contains 46884 members 
Entering Unmasked Estep 
Score: -16644160.000000 Penalty: 3853.696777
	Iteration 63Q: 3 clusters Score -1.664416e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94283 members 
Mstep: Class 2 contains 46860 members 
Entering Unmasked Estep 
Score: -16644166.000000 Penalty: 3853.696777
	Iteration 64Q: 3 clusters Score -1.664417e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94309 members 
Mstep: Class 2 contains 46834 members 
Entering Unmasked Estep 
Score: -16644185.000000 Penalty: 3853.696777
	Iteration 65Q: 3 clusters Score -1.664418e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94331 members 
Mstep: Class 2 contains 46812 members 
Entering Unmasked Estep 
Score: -16644174.000000 Penalty: 3853.696777
	Iteration 66Q: 3 clusters Score -1.664417e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94347 members 
Mstep: Class 2 contains 46796 members 
Entering Unmasked Estep 
Score: -16644186.000000 Penalty: 3853.696777
	Iteration 67Q: 3 clusters Score -1.664419e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94365 members 
Mstep: Class 2 contains 46778 members 
Entering Unmasked Estep 
Score: -16644222.000000 Penalty: 3853.696777
	Iteration 68Q: 3 clusters Score -1.664422e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94398 members 
Mstep: Class 2 contains 46745 members 
Entering Unmasked Estep 
Score: -16644220.000000 Penalty: 3853.696777
	Iteration 69Q: 3 clusters Score -1.664422e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94434 members 
Mstep: Class 2 contains 46709 members 
Entering Unmasked Estep 
Score: -16644220.000000 Penalty: 3853.696777
	Iteration 70Q: 3 clusters Score -1.664422e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94452 members 
Mstep: Class 2 contains 46691 members 
Entering Unmasked Estep 
Score: -16644239.000000 Penalty: 3853.696777
	Iteration 71Q: 3 clusters Score -1.664424e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94473 members 
Mstep: Class 2 contains 46670 members 
Entering Unmasked Estep 
Score: -16644241.000000 Penalty: 3853.696777
	Iteration 72Q: 3 clusters Score -1.664424e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94491 members 
Mstep: Class 2 contains 46652 members 
Entering Unmasked Estep 
Score: -16644230.000000 Penalty: 3853.696777
	Iteration 73Q: 3 clusters Score -1.664423e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94509 members 
Mstep: Class 2 contains 46634 members 
Entering Unmasked Estep 
Score: -16644231.000000 Penalty: 3853.696777
	Iteration 74Q: 3 clusters Score -1.664423e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94520 members 
Mstep: Class 2 contains 46623 members 
Entering Unmasked Estep 
Score: -16644225.000000 Penalty: 3853.696777
	Iteration 75Q: 3 clusters Score -1.664422e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94531 members 
Mstep: Class 2 contains 46612 members 
Entering Unmasked Estep 
Score: -16644219.000000 Penalty: 3853.696777
	Iteration 76Q: 3 clusters Score -1.664422e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94552 members 
Mstep: Class 2 contains 46591 members 
Entering Unmasked Estep 
Score: -16644204.000000 Penalty: 3853.696777
	Iteration 77Q: 3 clusters Score -1.66442e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94570 members 
Mstep: Class 2 contains 46573 members 
Entering Unmasked Estep 
Score: -16644208.000000 Penalty: 3853.696777
	Iteration 78Q: 3 clusters Score -1.664421e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94587 members 
Mstep: Class 2 contains 46556 members 
Entering Unmasked Estep 
Score: -16644201.000000 Penalty: 3853.696777
	Iteration 79Q: 3 clusters Score -1.66442e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94605 members 
Mstep: Class 2 contains 46538 members 
Entering Unmasked Estep 
Score: -16644208.000000 Penalty: 3853.696777
	Iteration 80F: 3 clusters Score -1.664421e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94621 members 
Mstep: Class 2 contains 46522 members 
Entering Unmasked Estep 
Score: -16644212.000000 Penalty: 3853.696777
	Iteration 81Q: 3 clusters Score -1.664421e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94636 members 
Mstep: Class 2 contains 46507 members 
Entering Unmasked Estep 
Score: -16644180.000000 Penalty: 3853.696777
	Iteration 82Q: 3 clusters Score -1.664418e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94651 members 
Mstep: Class 2 contains 46492 members 
Entering Unmasked Estep 
Score: -16644188.000000 Penalty: 3853.696777
	Iteration 83Q: 3 clusters Score -1.664419e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94667 members 
Mstep: Class 2 contains 46476 members 
Entering Unmasked Estep 
Score: -16644184.000000 Penalty: 3853.696777
	Iteration 84Q: 3 clusters Score -1.664418e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94684 members 
Mstep: Class 2 contains 46459 members 
Entering Unmasked Estep 
Score: -16644188.000000 Penalty: 3853.696777
	Iteration 85Q: 3 clusters Score -1.664419e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94700 members 
Mstep: Class 2 contains 46443 members 
Entering Unmasked Estep 
Score: -16644185.000000 Penalty: 3853.696777
	Iteration 86Q: 3 clusters Score -1.664418e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94720 members 
Mstep: Class 2 contains 46423 members 
Entering Unmasked Estep 
Score: -16644182.000000 Penalty: 3853.696777
	Iteration 87Q: 3 clusters Score -1.664418e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94747 members 
Mstep: Class 2 contains 46396 members 
Entering Unmasked Estep 
Score: -16644179.000000 Penalty: 3853.696777
	Iteration 88Q: 3 clusters Score -1.664418e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94766 members 
Mstep: Class 2 contains 46377 members 
Entering Unmasked Estep 
Score: -16644170.000000 Penalty: 3853.696777
	Iteration 89Q: 3 clusters Score -1.664417e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94796 members 
Mstep: Class 2 contains 46347 members 
Entering Unmasked Estep 
Score: -16644182.000000 Penalty: 3853.696777
	Iteration 90Q: 3 clusters Score -1.664418e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94827 members 
Mstep: Class 2 contains 46316 members 
Entering Unmasked Estep 
Score: -16644166.000000 Penalty: 3853.696777
	Iteration 91Q: 3 clusters Score -1.664417e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94856 members 
Mstep: Class 2 contains 46287 members 
Entering Unmasked Estep 
Score: -16644170.000000 Penalty: 3853.696777
	Iteration 92Q: 3 clusters Score -1.664417e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94882 members 
Mstep: Class 2 contains 46261 members 
Entering Unmasked Estep 
Score: -16644165.000000 Penalty: 3853.696777
	Iteration 93Q: 3 clusters Score -1.664416e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94901 members 
Mstep: Class 2 contains 46242 members 
Entering Unmasked Estep 
Score: -16644160.000000 Penalty: 3853.696777
	Iteration 94Q: 3 clusters Score -1.664416e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94920 members 
Mstep: Class 2 contains 46223 members 
Entering Unmasked Estep 
Score: -16644156.000000 Penalty: 3853.696777
	Iteration 95Q: 3 clusters Score -1.664416e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94939 members 
Mstep: Class 2 contains 46204 members 
Entering Unmasked Estep 
Score: -16644133.000000 Penalty: 3853.696777
	Iteration 96Q: 3 clusters Score -1.664413e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94956 members 
Mstep: Class 2 contains 46187 members 
Entering Unmasked Estep 
Score: -16644156.000000 Penalty: 3853.696777
	Iteration 97Q: 3 clusters Score -1.664416e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94974 members 
Mstep: Class 2 contains 46169 members 
Entering Unmasked Estep 
Score: -16644148.000000 Penalty: 3853.696777
	Iteration 98Q: 3 clusters Score -1.664415e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94992 members 
Mstep: Class 2 contains 46151 members 
Entering Unmasked Estep 
Score: -16644174.000000 Penalty: 3853.696777
	Iteration 99Q: 3 clusters Score -1.664417e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95015 members 
Mstep: Class 2 contains 46128 members 
Entering Unmasked Estep 
Score: -16644168.000000 Penalty: 3853.696777
	Iteration 100F: 3 clusters Score -1.664417e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95028 members 
Mstep: Class 2 contains 46115 members 
Entering Unmasked Estep 
Score: -16644169.000000 Penalty: 3853.696777
	Iteration 101Q: 3 clusters Score -1.664417e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95042 members 
Mstep: Class 2 contains 46101 members 
Entering Unmasked Estep 
Score: -16644171.000000 Penalty: 3853.696777
	Iteration 102Q: 3 clusters Score -1.664417e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95055 members 
Mstep: Class 2 contains 46088 members 
Entering Unmasked Estep 
Score: -16644150.000000 Penalty: 3853.696777
	Iteration 103Q: 3 clusters Score -1.664415e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95065 members 
Mstep: Class 2 contains 46078 members 
Entering Unmasked Estep 
Score: -16644146.000000 Penalty: 3853.696777
	Iteration 104Q: 3 clusters Score -1.664415e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95074 members 
Mstep: Class 2 contains 46069 members 
Entering Unmasked Estep 
Score: -16644145.000000 Penalty: 3853.696777
	Iteration 105Q: 3 clusters Score -1.664414e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95084 members 
Mstep: Class 2 contains 46059 members 
Entering Unmasked Estep 
Score: -16644159.000000 Penalty: 3853.696777
	Iteration 106Q: 3 clusters Score -1.664416e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95099 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -16644174.000000 Penalty: 3853.696777
	Iteration 107Q: 3 clusters Score -1.664417e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95111 members 
Mstep: Class 2 contains 46032 members 
Entering Unmasked Estep 
Score: -16644184.000000 Penalty: 3853.696777
	Iteration 108Q: 3 clusters Score -1.664418e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95128 members 
Mstep: Class 2 contains 46015 members 
Entering Unmasked Estep 
Score: -16644180.000000 Penalty: 3853.696777
	Iteration 109Q: 3 clusters Score -1.664418e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95141 members 
Mstep: Class 2 contains 46002 members 
Entering Unmasked Estep 
Score: -16644174.000000 Penalty: 3853.696777
	Iteration 110Q: 3 clusters Score -1.664417e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95149 members 
Mstep: Class 2 contains 45994 members 
Entering Unmasked Estep 
Score: -16644171.000000 Penalty: 3853.696777
	Iteration 111Q: 3 clusters Score -1.664417e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95164 members 
Mstep: Class 2 contains 45979 members 
Entering Unmasked Estep 
Score: -16644181.000000 Penalty: 3853.696777
	Iteration 112Q: 3 clusters Score -1.664418e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95179 members 
Mstep: Class 2 contains 45964 members 
Entering Unmasked Estep 
Score: -16644187.000000 Penalty: 3853.696777
	Iteration 113Q: 3 clusters Score -1.664419e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95188 members 
Mstep: Class 2 contains 45955 members 
Entering Unmasked Estep 
Score: -16644195.000000 Penalty: 3853.696777
	Iteration 114Q: 3 clusters Score -1.66442e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95198 members 
Mstep: Class 2 contains 45945 members 
Entering Unmasked Estep 
Score: -16644190.000000 Penalty: 3853.696777
	Iteration 115Q: 3 clusters Score -1.664419e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95206 members 
Mstep: Class 2 contains 45937 members 
Entering Unmasked Estep 
Score: -16644200.000000 Penalty: 3853.696777
	Iteration 116Q: 3 clusters Score -1.66442e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95211 members 
Mstep: Class 2 contains 45932 members 
Entering Unmasked Estep 
Score: -16644201.000000 Penalty: 3853.696777
	Iteration 117Q: 3 clusters Score -1.66442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95215 members 
Mstep: Class 2 contains 45928 members 
Entering Unmasked Estep 
Score: -16644207.000000 Penalty: 3853.696777
	Iteration 118Q: 3 clusters Score -1.664421e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95218 members 
Mstep: Class 2 contains 45925 members 
Entering Unmasked Estep 
Score: -16644204.000000 Penalty: 3853.696777
	Iteration 119Q: 3 clusters Score -1.66442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95222 members 
Mstep: Class 2 contains 45921 members 
Entering Unmasked Estep 
Score: -16644199.000000 Penalty: 3853.696777
	Iteration 120F: 3 clusters Score -1.66442e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95231 members 
Mstep: Class 2 contains 45912 members 
Entering Unmasked Estep 
Score: -16644198.000000 Penalty: 3853.696777
	Iteration 121Q: 3 clusters Score -1.66442e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95239 members 
Mstep: Class 2 contains 45904 members 
Entering Unmasked Estep 
Score: -16644212.000000 Penalty: 3853.696777
	Iteration 122Q: 3 clusters Score -1.664421e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95247 members 
Mstep: Class 2 contains 45896 members 
Entering Unmasked Estep 
Score: -16644218.000000 Penalty: 3853.696777
	Iteration 123Q: 3 clusters Score -1.664422e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95254 members 
Mstep: Class 2 contains 45889 members 
Entering Unmasked Estep 
Score: -16644217.000000 Penalty: 3853.696777
	Iteration 124Q: 3 clusters Score -1.664422e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95261 members 
Mstep: Class 2 contains 45882 members 
Entering Unmasked Estep 
Score: -16644214.000000 Penalty: 3853.696777
	Iteration 125Q: 3 clusters Score -1.664421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95266 members 
Mstep: Class 2 contains 45877 members 
Entering Unmasked Estep 
Score: -16644214.000000 Penalty: 3853.696777
	Iteration 126Q: 3 clusters Score -1.664421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95271 members 
Mstep: Class 2 contains 45872 members 
Entering Unmasked Estep 
Score: -16644212.000000 Penalty: 3853.696777
	Iteration 127Q: 3 clusters Score -1.664421e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95275 members 
Mstep: Class 2 contains 45868 members 
Entering Unmasked Estep 
Score: -16644215.000000 Penalty: 3853.696777
	Iteration 128Q: 3 clusters Score -1.664422e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95286 members 
Mstep: Class 2 contains 45857 members 
Entering Unmasked Estep 
Score: -16644214.000000 Penalty: 3853.696777
	Iteration 129Q: 3 clusters Score -1.664421e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95297 members 
Mstep: Class 2 contains 45846 members 
Entering Unmasked Estep 
Score: -16644221.000000 Penalty: 3853.696777
	Iteration 130Q: 3 clusters Score -1.664422e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95305 members 
Mstep: Class 2 contains 45838 members 
Entering Unmasked Estep 
Score: -16644227.000000 Penalty: 3853.696777
	Iteration 131Q: 3 clusters Score -1.664423e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95315 members 
Mstep: Class 2 contains 45828 members 
Entering Unmasked Estep 
Score: -16644224.000000 Penalty: 3853.696777
	Iteration 132Q: 3 clusters Score -1.664422e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95327 members 
Mstep: Class 2 contains 45816 members 
Entering Unmasked Estep 
Score: -16644231.000000 Penalty: 3853.696777
	Iteration 133Q: 3 clusters Score -1.664423e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95336 members 
Mstep: Class 2 contains 45807 members 
Entering Unmasked Estep 
Score: -16644222.000000 Penalty: 3853.696777
	Iteration 134Q: 3 clusters Score -1.664422e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95351 members 
Mstep: Class 2 contains 45792 members 
Entering Unmasked Estep 
Score: -16644214.000000 Penalty: 3853.696777
	Iteration 135Q: 3 clusters Score -1.664421e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95365 members 
Mstep: Class 2 contains 45778 members 
Entering Unmasked Estep 
Score: -16644213.000000 Penalty: 3853.696777
	Iteration 136Q: 3 clusters Score -1.664421e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95382 members 
Mstep: Class 2 contains 45761 members 
Entering Unmasked Estep 
Score: -16644207.000000 Penalty: 3853.696777
	Iteration 137Q: 3 clusters Score -1.664421e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95398 members 
Mstep: Class 2 contains 45745 members 
Entering Unmasked Estep 
Score: -16644215.000000 Penalty: 3853.696777
	Iteration 138Q: 3 clusters Score -1.664422e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95420 members 
Mstep: Class 2 contains 45723 members 
Entering Unmasked Estep 
Score: -16644193.000000 Penalty: 3853.696777
	Iteration 139Q: 3 clusters Score -1.664419e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95457 members 
Mstep: Class 2 contains 45686 members 
Entering Unmasked Estep 
Score: -16644204.000000 Penalty: 3853.696777
	Iteration 140F: 3 clusters Score -1.66442e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95496 members 
Mstep: Class 2 contains 45647 members 
Entering Unmasked Estep 
Score: -16644215.000000 Penalty: 3853.696777
	Iteration 141Q: 3 clusters Score -1.664422e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95530 members 
Mstep: Class 2 contains 45613 members 
Entering Unmasked Estep 
Score: -16644208.000000 Penalty: 3853.696777
	Iteration 142Q: 3 clusters Score -1.664421e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95567 members 
Mstep: Class 2 contains 45576 members 
Entering Unmasked Estep 
Score: -16644199.000000 Penalty: 3853.696777
	Iteration 143Q: 3 clusters Score -1.66442e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95594 members 
Mstep: Class 2 contains 45549 members 
Entering Unmasked Estep 
Score: -16644216.000000 Penalty: 3853.696777
	Iteration 144Q: 3 clusters Score -1.664422e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95632 members 
Mstep: Class 2 contains 45511 members 
Entering Unmasked Estep 
Score: -16644225.000000 Penalty: 3853.696777
	Iteration 145Q: 3 clusters Score -1.664422e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95661 members 
Mstep: Class 2 contains 45482 members 
Entering Unmasked Estep 
Score: -16644214.000000 Penalty: 3853.696777
	Iteration 146Q: 3 clusters Score -1.664421e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95684 members 
Mstep: Class 2 contains 45459 members 
Entering Unmasked Estep 
Score: -16644226.000000 Penalty: 3853.696777
	Iteration 147Q: 3 clusters Score -1.664423e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95709 members 
Mstep: Class 2 contains 45434 members 
Entering Unmasked Estep 
Score: -16644249.000000 Penalty: 3853.696777
	Iteration 148Q: 3 clusters Score -1.664425e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95733 members 
Mstep: Class 2 contains 45410 members 
Entering Unmasked Estep 
Score: -16644254.000000 Penalty: 3853.696777
	Iteration 149Q: 3 clusters Score -1.664425e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95761 members 
Mstep: Class 2 contains 45382 members 
Entering Unmasked Estep 
Score: -16644249.000000 Penalty: 3853.696777
	Iteration 150Q: 3 clusters Score -1.664425e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95778 members 
Mstep: Class 2 contains 45365 members 
Entering Unmasked Estep 
Score: -16644256.000000 Penalty: 3853.696777
	Iteration 151Q: 3 clusters Score -1.664426e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95801 members 
Mstep: Class 2 contains 45342 members 
Entering Unmasked Estep 
Score: -16644246.000000 Penalty: 3853.696777
	Iteration 152Q: 3 clusters Score -1.664425e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95818 members 
Mstep: Class 2 contains 45325 members 
Entering Unmasked Estep 
Score: -16644247.000000 Penalty: 3853.696777
	Iteration 153Q: 3 clusters Score -1.664425e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95835 members 
Mstep: Class 2 contains 45308 members 
Entering Unmasked Estep 
Score: -16644230.000000 Penalty: 3853.696777
	Iteration 154Q: 3 clusters Score -1.664423e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95848 members 
Mstep: Class 2 contains 45295 members 
Entering Unmasked Estep 
Score: -16644222.000000 Penalty: 3853.696777
	Iteration 155Q: 3 clusters Score -1.664422e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95856 members 
Mstep: Class 2 contains 45287 members 
Entering Unmasked Estep 
Score: -16644212.000000 Penalty: 3853.696777
	Iteration 156Q: 3 clusters Score -1.664421e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95867 members 
Mstep: Class 2 contains 45276 members 
Entering Unmasked Estep 
Score: -16644225.000000 Penalty: 3853.696777
	Iteration 157Q: 3 clusters Score -1.664422e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95881 members 
Mstep: Class 2 contains 45262 members 
Entering Unmasked Estep 
Score: -16644227.000000 Penalty: 3853.696777
	Iteration 158Q: 3 clusters Score -1.664423e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95891 members 
Mstep: Class 2 contains 45252 members 
Entering Unmasked Estep 
Score: -16644216.000000 Penalty: 3853.696777
	Iteration 159Q: 3 clusters Score -1.664422e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95900 members 
Mstep: Class 2 contains 45243 members 
Entering Unmasked Estep 
Score: -16644219.000000 Penalty: 3853.696777
	Iteration 160F: 3 clusters Score -1.664422e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95909 members 
Mstep: Class 2 contains 45234 members 
Entering Unmasked Estep 
Score: -16644222.000000 Penalty: 3853.696777
	Iteration 161Q: 3 clusters Score -1.664422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95915 members 
Mstep: Class 2 contains 45228 members 
Entering Unmasked Estep 
Score: -16644226.000000 Penalty: 3853.696777
	Iteration 162Q: 3 clusters Score -1.664423e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95919 members 
Mstep: Class 2 contains 45224 members 
Entering Unmasked Estep 
Score: -16644229.000000 Penalty: 3853.696777
	Iteration 163Q: 3 clusters Score -1.664423e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95927 members 
Mstep: Class 2 contains 45216 members 
Entering Unmasked Estep 
Score: -16644225.000000 Penalty: 3853.696777
	Iteration 164Q: 3 clusters Score -1.664422e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95934 members 
Mstep: Class 2 contains 45209 members 
Entering Unmasked Estep 
Score: -16644230.000000 Penalty: 3853.696777
	Iteration 165Q: 3 clusters Score -1.664423e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95943 members 
Mstep: Class 2 contains 45200 members 
Entering Unmasked Estep 
Score: -16644233.000000 Penalty: 3853.696777
	Iteration 166Q: 3 clusters Score -1.664423e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95947 members 
Mstep: Class 2 contains 45196 members 
Entering Unmasked Estep 
Score: -16644211.000000 Penalty: 3853.696777
	Iteration 167Q: 3 clusters Score -1.664421e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95947 members 
Mstep: Class 2 contains 45196 members 
Entering Unmasked Estep 
Score: -16644211.000000 Penalty: 3853.696777
	Iteration 168F: 3 clusters Score -1.664421e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 198446 members 
Mstep: Class 3 contains 95947 members 
Mstep: Class 4 contains 1514 members 
Mstep: Class 5 contains 171665 members 
Mstep: Class 6 contains 100340 members 
Mstep: Class 7 contains 202025 members 
Mstep: Class 8 contains 37236 members 
Mstep: Class 9 contains 125800 members 
Mstep: Class 10 contains 61439 members 
Mstep: Class 11 contains 137088 members 
Mstep: Class 12 contains 77047 members 
Mstep: Class 13 contains 4582 members 
Mstep: Class 14 contains 2391 members 
Mstep: Class 15 contains 8844 members 
Mstep: Class 16 contains 217267 members 
Mstep: Class 17 contains 1517 members 
Mstep: Class 18 contains 1744 members 
Mstep: Class 19 contains 224249 members 
Mstep: Class 20 contains 45196 members 
Entering Unmasked Estep 
Score: -194292464.000000 Penalty: 46668.406250
Splitting cluster 3 changes total score from -194285360.000000 to -194292464.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 4 (1514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Entering Unmasked Estep 
Score: -133355.406250 Penalty: 1189.907959
	Iteration 0F: 2 clusters Score -133355.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -131889.828125 Penalty: 2379.815918
	Iteration 0F: 3 clusters Score -131889.8 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -133507.718750 Penalty: 2379.815918
	Iteration 1F: 3 clusters Score -133507.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -134723.531250 Penalty: 2379.815918
	Iteration 2F: 3 clusters Score -134723.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -135359.359375 Penalty: 2379.815918
	Iteration 3F: 3 clusters Score -135359.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -135586.437500 Penalty: 2379.815918
	Iteration 4F: 3 clusters Score -135586.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -135687.281250 Penalty: 2379.815918
	Iteration 5Q: 3 clusters Score -135687.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -135727.453125 Penalty: 2379.815918
	Iteration 6Q: 3 clusters Score -135727.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -135740.500000 Penalty: 2379.815918
	Iteration 7Q: 3 clusters Score -135740.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -135746.140625 Penalty: 2379.815918
	Iteration 8Q: 3 clusters Score -135746.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -135752.562500 Penalty: 2379.815918
	Iteration 9Q: 3 clusters Score -135752.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -135757.000000 Penalty: 2379.815918
	Iteration 10Q: 3 clusters Score -135757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -135757.796875 Penalty: 2379.815918
	Iteration 11Q: 3 clusters Score -135757.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -135758.015625 Penalty: 2379.815918
	Iteration 12Q: 3 clusters Score -135758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -135762.140625 Penalty: 2379.815918
	Iteration 13Q: 3 clusters Score -135762.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -135764.437500 Penalty: 2379.815918
	Iteration 14Q: 3 clusters Score -135764.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -135767.781250 Penalty: 2379.815918
	Iteration 15Q: 3 clusters Score -135767.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -135768.250000 Penalty: 2379.815918
	Iteration 16Q: 3 clusters Score -135768.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -135768.250000 Penalty: 2379.815918
	Iteration 17F: 3 clusters Score -135768.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 198446 members 
Mstep: Class 3 contains 95947 members 
Mstep: Class 4 contains 752 members 
Mstep: Class 5 contains 171665 members 
Mstep: Class 6 contains 100340 members 
Mstep: Class 7 contains 202025 members 
Mstep: Class 8 contains 37236 members 
Mstep: Class 9 contains 125800 members 
Mstep: Class 10 contains 61439 members 
Mstep: Class 11 contains 137088 members 
Mstep: Class 12 contains 77047 members 
Mstep: Class 13 contains 4582 members 
Mstep: Class 14 contains 2391 members 
Mstep: Class 15 contains 8844 members 
Mstep: Class 16 contains 217267 members 
Mstep: Class 17 contains 1517 members 
Mstep: Class 18 contains 1744 members 
Mstep: Class 19 contains 224249 members 
Mstep: Class 20 contains 45196 members 
Mstep: Class 21 contains 762 members 
Entering Unmasked Estep 
Score: -194294128.000000 Penalty: 49001.824219
Splitting cluster 4 changes total score from -194285360.000000 to -194294128.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 5 (171665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171665 members 
Entering Unmasked Estep 
Score: -19305754.000000 Penalty: 1958.661255
	Iteration 0F: 2 clusters Score -1.930575e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85667 members 
Mstep: Class 2 contains 85998 members 
Entering Unmasked Estep 
Score: -19202306.000000 Penalty: 3917.322510
	Iteration 0F: 3 clusters Score -1.920231e+07 nChanged 83118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81779 members 
Mstep: Class 2 contains 89886 members 
Entering Unmasked Estep 
Score: -19250990.000000 Penalty: 3917.322510
	Iteration 1F: 3 clusters Score -1.925099e+07 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79421 members 
Mstep: Class 2 contains 92244 members 
Entering Unmasked Estep 
Score: -19252190.000000 Penalty: 3917.322510
	Iteration 2Q: 3 clusters Score -1.925219e+07 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75818 members 
Mstep: Class 2 contains 95847 members 
Entering Unmasked Estep 
Score: -19253972.000000 Penalty: 3917.322510
	Iteration 3Q: 3 clusters Score -1.925397e+07 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70284 members 
Mstep: Class 2 contains 101381 members 
Entering Unmasked Estep 
Score: -19256698.000000 Penalty: 3917.322510
	Iteration 4Q: 3 clusters Score -1.92567e+07 nChanged 9490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62208 members 
Mstep: Class 2 contains 109457 members 
Entering Unmasked Estep 
Score: -19261424.000000 Penalty: 3917.322510
	Iteration 5F: 3 clusters Score -1.926142e+07 nChanged 11878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51632 members 
Mstep: Class 2 contains 120033 members 
Entering Unmasked Estep 
Score: -19268158.000000 Penalty: 3917.322510
	Iteration 6F: 3 clusters Score -1.926816e+07 nChanged 12942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40092 members 
Mstep: Class 2 contains 131573 members 
Entering Unmasked Estep 
Score: -19276224.000000 Penalty: 3917.322510
	Iteration 7F: 3 clusters Score -1.927622e+07 nChanged 11959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29829 members 
Mstep: Class 2 contains 141836 members 
Entering Unmasked Estep 
Score: -19284102.000000 Penalty: 3917.322510
	Iteration 8F: 3 clusters Score -1.92841e+07 nChanged 9150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 148886 members 
Entering Unmasked Estep 
Score: -19290320.000000 Penalty: 3917.322510
	Iteration 9F: 3 clusters Score -1.929032e+07 nChanged 6341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 152655 members 
Entering Unmasked Estep 
Score: -19294816.000000 Penalty: 3917.322510
	Iteration 10Q: 3 clusters Score -1.929482e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 154336 members 
Entering Unmasked Estep 
Score: -19297754.000000 Penalty: 3917.322510
	Iteration 11Q: 3 clusters Score -1.929775e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 155133 members 
Entering Unmasked Estep 
Score: -19299574.000000 Penalty: 3917.322510
	Iteration 12Q: 3 clusters Score -1.929957e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 155706 members 
Entering Unmasked Estep 
Score: -19300808.000000 Penalty: 3917.322510
	Iteration 13Q: 3 clusters Score -1.930081e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 156243 members 
Entering Unmasked Estep 
Score: -19301594.000000 Penalty: 3917.322510
	Iteration 14Q: 3 clusters Score -1.930159e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 156799 members 
Entering Unmasked Estep 
Score: -19302300.000000 Penalty: 3917.322510
	Iteration 15Q: 3 clusters Score -1.93023e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 157367 members 
Entering Unmasked Estep 
Score: -19302900.000000 Penalty: 3917.322510
	Iteration 16Q: 3 clusters Score -1.93029e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 157872 members 
Entering Unmasked Estep 
Score: -19303378.000000 Penalty: 3917.322510
	Iteration 17Q: 3 clusters Score -1.930338e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 158333 members 
Entering Unmasked Estep 
Score: -19303878.000000 Penalty: 3917.322510
	Iteration 18Q: 3 clusters Score -1.930388e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 158784 members 
Entering Unmasked Estep 
Score: -19304360.000000 Penalty: 3917.322510
	Iteration 19Q: 3 clusters Score -1.930436e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 159223 members 
Entering Unmasked Estep 
Score: -19304722.000000 Penalty: 3917.322510
	Iteration 20F: 3 clusters Score -1.930472e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 159659 members 
Entering Unmasked Estep 
Score: -19305046.000000 Penalty: 3917.322510
	Iteration 21Q: 3 clusters Score -1.930505e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 160039 members 
Entering Unmasked Estep 
Score: -19305278.000000 Penalty: 3917.322510
	Iteration 22Q: 3 clusters Score -1.930528e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 160378 members 
Entering Unmasked Estep 
Score: -19305464.000000 Penalty: 3917.322510
	Iteration 23Q: 3 clusters Score -1.930546e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 160672 members 
Entering Unmasked Estep 
Score: -19305606.000000 Penalty: 3917.322510
	Iteration 24Q: 3 clusters Score -1.930561e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 160927 members 
Entering Unmasked Estep 
Score: -19305762.000000 Penalty: 3917.322510
	Iteration 25Q: 3 clusters Score -1.930576e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 161178 members 
Entering Unmasked Estep 
Score: -19305824.000000 Penalty: 3917.322510
	Iteration 26Q: 3 clusters Score -1.930582e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 161411 members 
Entering Unmasked Estep 
Score: -19305942.000000 Penalty: 3917.322510
	Iteration 27Q: 3 clusters Score -1.930594e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 161627 members 
Entering Unmasked Estep 
Score: -19305994.000000 Penalty: 3917.322510
	Iteration 28Q: 3 clusters Score -1.930599e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 161812 members 
Entering Unmasked Estep 
Score: -19306064.000000 Penalty: 3917.322510
	Iteration 29Q: 3 clusters Score -1.930606e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 161962 members 
Entering Unmasked Estep 
Score: -19306080.000000 Penalty: 3917.322510
	Iteration 30Q: 3 clusters Score -1.930608e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 162091 members 
Entering Unmasked Estep 
Score: -19306088.000000 Penalty: 3917.322510
	Iteration 31Q: 3 clusters Score -1.930609e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 162222 members 
Entering Unmasked Estep 
Score: -19306088.000000 Penalty: 3917.322510
	Iteration 32Q: 3 clusters Score -1.930609e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 162333 members 
Entering Unmasked Estep 
Score: -19306096.000000 Penalty: 3917.322510
	Iteration 33Q: 3 clusters Score -1.93061e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 162416 members 
Entering Unmasked Estep 
Score: -19306116.000000 Penalty: 3917.322510
	Iteration 34Q: 3 clusters Score -1.930612e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 162500 members 
Entering Unmasked Estep 
Score: -19306148.000000 Penalty: 3917.322510
	Iteration 35Q: 3 clusters Score -1.930615e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 162559 members 
Entering Unmasked Estep 
Score: -19306166.000000 Penalty: 3917.322510
	Iteration 36Q: 3 clusters Score -1.930617e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 162620 members 
Entering Unmasked Estep 
Score: -19306170.000000 Penalty: 3917.322510
	Iteration 37Q: 3 clusters Score -1.930617e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 162670 members 
Entering Unmasked Estep 
Score: -19306160.000000 Penalty: 3917.322510
	Iteration 38Q: 3 clusters Score -1.930616e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 162718 members 
Entering Unmasked Estep 
Score: -19306132.000000 Penalty: 3917.322510
	Iteration 39Q: 3 clusters Score -1.930613e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 162762 members 
Entering Unmasked Estep 
Score: -19306158.000000 Penalty: 3917.322510
	Iteration 40F: 3 clusters Score -1.930616e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 162800 members 
Entering Unmasked Estep 
Score: -19306158.000000 Penalty: 3917.322510
	Iteration 41Q: 3 clusters Score -1.930616e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 162818 members 
Entering Unmasked Estep 
Score: -19306156.000000 Penalty: 3917.322510
	Iteration 42Q: 3 clusters Score -1.930616e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 162839 members 
Entering Unmasked Estep 
Score: -19306152.000000 Penalty: 3917.322510
	Iteration 43Q: 3 clusters Score -1.930615e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 162860 members 
Entering Unmasked Estep 
Score: -19306150.000000 Penalty: 3917.322510
	Iteration 44Q: 3 clusters Score -1.930615e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 162878 members 
Entering Unmasked Estep 
Score: -19306130.000000 Penalty: 3917.322510
	Iteration 45Q: 3 clusters Score -1.930613e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 162889 members 
Entering Unmasked Estep 
Score: -19306118.000000 Penalty: 3917.322510
	Iteration 46Q: 3 clusters Score -1.930612e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 162902 members 
Entering Unmasked Estep 
Score: -19306102.000000 Penalty: 3917.322510
	Iteration 47Q: 3 clusters Score -1.93061e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 162916 members 
Entering Unmasked Estep 
Score: -19306108.000000 Penalty: 3917.322510
	Iteration 48Q: 3 clusters Score -1.930611e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 162935 members 
Entering Unmasked Estep 
Score: -19306086.000000 Penalty: 3917.322510
	Iteration 49Q: 3 clusters Score -1.930609e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 162952 members 
Entering Unmasked Estep 
Score: -19306110.000000 Penalty: 3917.322510
	Iteration 50Q: 3 clusters Score -1.930611e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 162967 members 
Entering Unmasked Estep 
Score: -19306104.000000 Penalty: 3917.322510
	Iteration 51Q: 3 clusters Score -1.93061e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 162979 members 
Entering Unmasked Estep 
Score: -19306100.000000 Penalty: 3917.322510
	Iteration 52Q: 3 clusters Score -1.93061e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 162990 members 
Entering Unmasked Estep 
Score: -19306082.000000 Penalty: 3917.322510
	Iteration 53Q: 3 clusters Score -1.930608e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 162995 members 
Entering Unmasked Estep 
Score: -19306078.000000 Penalty: 3917.322510
	Iteration 54Q: 3 clusters Score -1.930608e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 163001 members 
Entering Unmasked Estep 
Score: -19306078.000000 Penalty: 3917.322510
	Iteration 55Q: 3 clusters Score -1.930608e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 163005 members 
Entering Unmasked Estep 
Score: -19306088.000000 Penalty: 3917.322510
	Iteration 56Q: 3 clusters Score -1.930609e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 163013 members 
Entering Unmasked Estep 
Score: -19306092.000000 Penalty: 3917.322510
	Iteration 57Q: 3 clusters Score -1.930609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 163018 members 
Entering Unmasked Estep 
Score: -19306080.000000 Penalty: 3917.322510
	Iteration 58Q: 3 clusters Score -1.930608e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 163023 members 
Entering Unmasked Estep 
Score: -19306060.000000 Penalty: 3917.322510
	Iteration 59Q: 3 clusters Score -1.930606e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 163029 members 
Entering Unmasked Estep 
Score: -19306072.000000 Penalty: 3917.322510
	Iteration 60F: 3 clusters Score -1.930607e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 163037 members 
Entering Unmasked Estep 
Score: -19306084.000000 Penalty: 3917.322510
	Iteration 61Q: 3 clusters Score -1.930608e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 163044 members 
Entering Unmasked Estep 
Score: -19306088.000000 Penalty: 3917.322510
	Iteration 62Q: 3 clusters Score -1.930609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 163049 members 
Entering Unmasked Estep 
Score: -19306088.000000 Penalty: 3917.322510
	Iteration 63Q: 3 clusters Score -1.930609e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 163055 members 
Entering Unmasked Estep 
Score: -19306100.000000 Penalty: 3917.322510
	Iteration 64Q: 3 clusters Score -1.93061e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 163058 members 
Entering Unmasked Estep 
Score: -19306092.000000 Penalty: 3917.322510
	Iteration 65Q: 3 clusters Score -1.930609e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 163060 members 
Entering Unmasked Estep 
Score: -19306088.000000 Penalty: 3917.322510
	Iteration 66Q: 3 clusters Score -1.930609e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 163062 members 
Entering Unmasked Estep 
Score: -19306082.000000 Penalty: 3917.322510
	Iteration 67Q: 3 clusters Score -1.930608e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 163061 members 
Entering Unmasked Estep 
Score: -19306082.000000 Penalty: 3917.322510
	Iteration 68Q: 3 clusters Score -1.930608e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 163060 members 
Entering Unmasked Estep 
Score: -19306082.000000 Penalty: 3917.322510
	Iteration 69Q: 3 clusters Score -1.930608e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 163061 members 
Entering Unmasked Estep 
Score: -19306076.000000 Penalty: 3917.322510
	Iteration 70Q: 3 clusters Score -1.930608e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 163061 members 
Entering Unmasked Estep 
Score: -19306076.000000 Penalty: 3917.322510
	Iteration 71F: 3 clusters Score -1.930608e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 198446 members 
Mstep: Class 3 contains 95947 members 
Mstep: Class 4 contains 752 members 
Mstep: Class 5 contains 8604 members 
Mstep: Class 6 contains 100340 members 
Mstep: Class 7 contains 202025 members 
Mstep: Class 8 contains 37236 members 
Mstep: Class 9 contains 125800 members 
Mstep: Class 10 contains 61439 members 
Mstep: Class 11 contains 137088 members 
Mstep: Class 12 contains 77047 members 
Mstep: Class 13 contains 4582 members 
Mstep: Class 14 contains 2391 members 
Mstep: Class 15 contains 8844 members 
Mstep: Class 16 contains 217267 members 
Mstep: Class 17 contains 1517 members 
Mstep: Class 18 contains 1744 members 
Mstep: Class 19 contains 224249 members 
Mstep: Class 20 contains 45196 members 
Mstep: Class 21 contains 762 members 
Mstep: Class 22 contains 163061 members 
Entering Unmasked Estep 
Score: -194295056.000000 Penalty: 51335.246094
Splitting cluster 5 changes total score from -194285360.000000 to -194295056.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 6 (100340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100340 members 
Entering Unmasked Estep 
Score: -11372739.000000 Penalty: 1871.401855
	Iteration 0F: 2 clusters Score -1.137274e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50288 members 
Mstep: Class 2 contains 50052 members 
Entering Unmasked Estep 
Score: -11306030.000000 Penalty: 3742.803711
	Iteration 0F: 3 clusters Score -1.130603e+07 nChanged 48076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50660 members 
Mstep: Class 2 contains 49680 members 
Entering Unmasked Estep 
Score: -11335956.000000 Penalty: 3742.803711
	Iteration 1F: 3 clusters Score -1.133596e+07 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50291 members 
Mstep: Class 2 contains 50049 members 
Entering Unmasked Estep 
Score: -11340255.000000 Penalty: 3742.803711
	Iteration 2F: 3 clusters Score -1.134026e+07 nChanged 7662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50255 members 
Mstep: Class 2 contains 50085 members 
Entering Unmasked Estep 
Score: -11346546.000000 Penalty: 3742.803711
	Iteration 3F: 3 clusters Score -1.134655e+07 nChanged 8444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51441 members 
Mstep: Class 2 contains 48899 members 
Entering Unmasked Estep 
Score: -11353320.000000 Penalty: 3742.803711
	Iteration 4F: 3 clusters Score -1.135332e+07 nChanged 7688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53673 members 
Mstep: Class 2 contains 46667 members 
Entering Unmasked Estep 
Score: -11359004.000000 Penalty: 3742.803711
	Iteration 5F: 3 clusters Score -1.1359e+07 nChanged 6228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56495 members 
Mstep: Class 2 contains 43845 members 
Entering Unmasked Estep 
Score: -11362998.000000 Penalty: 3742.803711
	Iteration 6F: 3 clusters Score -1.1363e+07 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59511 members 
Mstep: Class 2 contains 40829 members 
Entering Unmasked Estep 
Score: -11365659.000000 Penalty: 3742.803711
	Iteration 7Q: 3 clusters Score -1.136566e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62432 members 
Mstep: Class 2 contains 37908 members 
Entering Unmasked Estep 
Score: -11367316.000000 Penalty: 3742.803711
	Iteration 8Q: 3 clusters Score -1.136732e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65137 members 
Mstep: Class 2 contains 35203 members 
Entering Unmasked Estep 
Score: -11368611.000000 Penalty: 3742.803711
	Iteration 9Q: 3 clusters Score -1.136861e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67633 members 
Mstep: Class 2 contains 32707 members 
Entering Unmasked Estep 
Score: -11369514.000000 Penalty: 3742.803711
	Iteration 10Q: 3 clusters Score -1.136951e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69999 members 
Mstep: Class 2 contains 30341 members 
Entering Unmasked Estep 
Score: -11370397.000000 Penalty: 3742.803711
	Iteration 11Q: 3 clusters Score -1.13704e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72243 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -11371155.000000 Penalty: 3742.803711
	Iteration 12Q: 3 clusters Score -1.137116e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74368 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -11371848.000000 Penalty: 3742.803711
	Iteration 13Q: 3 clusters Score -1.137185e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76325 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -11372447.000000 Penalty: 3742.803711
	Iteration 14Q: 3 clusters Score -1.137245e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78139 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -11373095.000000 Penalty: 3742.803711
	Iteration 15Q: 3 clusters Score -1.13731e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79835 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -11373735.000000 Penalty: 3742.803711
	Iteration 16Q: 3 clusters Score -1.137374e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81424 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -11374409.000000 Penalty: 3742.803711
	Iteration 17Q: 3 clusters Score -1.137441e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82810 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -11374932.000000 Penalty: 3742.803711
	Iteration 18Q: 3 clusters Score -1.137493e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84061 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -11375363.000000 Penalty: 3742.803711
	Iteration 19Q: 3 clusters Score -1.137536e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85120 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -11375664.000000 Penalty: 3742.803711
	Iteration 20F: 3 clusters Score -1.137566e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85985 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -11375819.000000 Penalty: 3742.803711
	Iteration 21Q: 3 clusters Score -1.137582e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86691 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -11375992.000000 Penalty: 3742.803711
	Iteration 22Q: 3 clusters Score -1.137599e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87263 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -11376104.000000 Penalty: 3742.803711
	Iteration 23Q: 3 clusters Score -1.13761e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87732 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -11376120.000000 Penalty: 3742.803711
	Iteration 24Q: 3 clusters Score -1.137612e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88121 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -11376180.000000 Penalty: 3742.803711
	Iteration 25Q: 3 clusters Score -1.137618e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88460 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -11376229.000000 Penalty: 3742.803711
	Iteration 26Q: 3 clusters Score -1.137623e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88733 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -11376240.000000 Penalty: 3742.803711
	Iteration 27Q: 3 clusters Score -1.137624e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88971 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -11376262.000000 Penalty: 3742.803711
	Iteration 28Q: 3 clusters Score -1.137626e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89157 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -11376290.000000 Penalty: 3742.803711
	Iteration 29Q: 3 clusters Score -1.137629e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89348 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -11376302.000000 Penalty: 3742.803711
	Iteration 30Q: 3 clusters Score -1.13763e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89525 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -11376309.000000 Penalty: 3742.803711
	Iteration 31Q: 3 clusters Score -1.137631e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89694 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -11376308.000000 Penalty: 3742.803711
	Iteration 32Q: 3 clusters Score -1.137631e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89830 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -11376367.000000 Penalty: 3742.803711
	Iteration 33Q: 3 clusters Score -1.137637e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89948 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -11376392.000000 Penalty: 3742.803711
	Iteration 34Q: 3 clusters Score -1.137639e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90053 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -11376390.000000 Penalty: 3742.803711
	Iteration 35Q: 3 clusters Score -1.137639e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90153 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -11376386.000000 Penalty: 3742.803711
	Iteration 36Q: 3 clusters Score -1.137639e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90233 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -11376388.000000 Penalty: 3742.803711
	Iteration 37Q: 3 clusters Score -1.137639e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90290 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -11376386.000000 Penalty: 3742.803711
	Iteration 38Q: 3 clusters Score -1.137639e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90334 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -11376394.000000 Penalty: 3742.803711
	Iteration 39Q: 3 clusters Score -1.137639e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90375 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -11376396.000000 Penalty: 3742.803711
	Iteration 40F: 3 clusters Score -1.13764e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90402 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -11376384.000000 Penalty: 3742.803711
	Iteration 41Q: 3 clusters Score -1.137638e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90425 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -11376383.000000 Penalty: 3742.803711
	Iteration 42Q: 3 clusters Score -1.137638e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90444 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -11376385.000000 Penalty: 3742.803711
	Iteration 43Q: 3 clusters Score -1.137638e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90461 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -11376388.000000 Penalty: 3742.803711
	Iteration 44Q: 3 clusters Score -1.137639e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90475 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -11376405.000000 Penalty: 3742.803711
	Iteration 45Q: 3 clusters Score -1.13764e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90492 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -11376411.000000 Penalty: 3742.803711
	Iteration 46Q: 3 clusters Score -1.137641e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90504 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -11376412.000000 Penalty: 3742.803711
	Iteration 47Q: 3 clusters Score -1.137641e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90517 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -11376414.000000 Penalty: 3742.803711
	Iteration 48Q: 3 clusters Score -1.137641e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90531 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -11376411.000000 Penalty: 3742.803711
	Iteration 49Q: 3 clusters Score -1.137641e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90549 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -11376408.000000 Penalty: 3742.803711
	Iteration 50Q: 3 clusters Score -1.137641e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90561 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -11376402.000000 Penalty: 3742.803711
	Iteration 51Q: 3 clusters Score -1.13764e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90569 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -11376403.000000 Penalty: 3742.803711
	Iteration 52Q: 3 clusters Score -1.13764e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90571 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -11376407.000000 Penalty: 3742.803711
	Iteration 53Q: 3 clusters Score -1.137641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90573 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -11376398.000000 Penalty: 3742.803711
	Iteration 54Q: 3 clusters Score -1.13764e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90577 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -11376403.000000 Penalty: 3742.803711
	Iteration 55Q: 3 clusters Score -1.13764e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90583 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -11376391.000000 Penalty: 3742.803711
	Iteration 56Q: 3 clusters Score -1.137639e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90586 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -11376395.000000 Penalty: 3742.803711
	Iteration 57Q: 3 clusters Score -1.13764e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90590 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -11376381.000000 Penalty: 3742.803711
	Iteration 58Q: 3 clusters Score -1.137638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90591 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -11376390.000000 Penalty: 3742.803711
	Iteration 59Q: 3 clusters Score -1.137639e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90593 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -11376392.000000 Penalty: 3742.803711
	Iteration 60F: 3 clusters Score -1.137639e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90594 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -11376391.000000 Penalty: 3742.803711
	Iteration 61Q: 3 clusters Score -1.137639e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90594 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -11376391.000000 Penalty: 3742.803711
	Iteration 62F: 3 clusters Score -1.137639e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 198446 members 
Mstep: Class 3 contains 95947 members 
Mstep: Class 4 contains 752 members 
Mstep: Class 5 contains 8604 members 
Mstep: Class 6 contains 90594 members 
Mstep: Class 7 contains 202025 members 
Mstep: Class 8 contains 37236 members 
Mstep: Class 9 contains 125800 members 
Mstep: Class 10 contains 61439 members 
Mstep: Class 11 contains 137088 members 
Mstep: Class 12 contains 77047 members 
Mstep: Class 13 contains 4582 members 
Mstep: Class 14 contains 2391 members 
Mstep: Class 15 contains 8844 members 
Mstep: Class 16 contains 217267 members 
Mstep: Class 17 contains 1517 members 
Mstep: Class 18 contains 1744 members 
Mstep: Class 19 contains 224249 members 
Mstep: Class 20 contains 45196 members 
Mstep: Class 21 contains 762 members 
Mstep: Class 22 contains 163061 members 
Mstep: Class 23 contains 9746 members 
Entering Unmasked Estep 
Score: -194296352.000000 Penalty: 53668.667969
Splitting cluster 6 changes total score from -194285360.000000 to -194296352.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (202025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202025 members 
Entering Unmasked Estep 
Score: -23648234.000000 Penalty: 1985.123779
	Iteration 0F: 2 clusters Score -2.364823e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100897 members 
Mstep: Class 2 contains 101128 members 
Entering Unmasked Estep 
Score: -23564692.000000 Penalty: 3970.247559
	Iteration 0F: 3 clusters Score -2.356469e+07 nChanged 98196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97405 members 
Mstep: Class 2 contains 104620 members 
Entering Unmasked Estep 
Score: -23622840.000000 Penalty: 3970.247559
	Iteration 1F: 3 clusters Score -2.362284e+07 nChanged 7302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93723 members 
Mstep: Class 2 contains 108302 members 
Entering Unmasked Estep 
Score: -23624152.000000 Penalty: 3970.247559
	Iteration 2Q: 3 clusters Score -2.362415e+07 nChanged 9119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89118 members 
Mstep: Class 2 contains 112907 members 
Entering Unmasked Estep 
Score: -23625522.000000 Penalty: 3970.247559
	Iteration 3Q: 3 clusters Score -2.362552e+07 nChanged 11387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84499 members 
Mstep: Class 2 contains 117526 members 
Entering Unmasked Estep 
Score: -23627940.000000 Penalty: 3970.247559
	Iteration 4F: 3 clusters Score -2.362794e+07 nChanged 13027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81774 members 
Mstep: Class 2 contains 120251 members 
Entering Unmasked Estep 
Score: -23633150.000000 Penalty: 3970.247559
	Iteration 5F: 3 clusters Score -2.363315e+07 nChanged 14968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82116 members 
Mstep: Class 2 contains 119909 members 
Entering Unmasked Estep 
Score: -23643066.000000 Penalty: 3970.247559
	Iteration 6F: 3 clusters Score -2.364307e+07 nChanged 16567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85979 members 
Mstep: Class 2 contains 116046 members 
Entering Unmasked Estep 
Score: -23656156.000000 Penalty: 3970.247559
	Iteration 7F: 3 clusters Score -2.365616e+07 nChanged 14783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92036 members 
Mstep: Class 2 contains 109989 members 
Entering Unmasked Estep 
Score: -23665228.000000 Penalty: 3970.247559
	Iteration 8F: 3 clusters Score -2.366523e+07 nChanged 9947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98601 members 
Mstep: Class 2 contains 103424 members 
Entering Unmasked Estep 
Score: -23668686.000000 Penalty: 3970.247559
	Iteration 9Q: 3 clusters Score -2.366869e+07 nChanged 8343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106464 members 
Mstep: Class 2 contains 95561 members 
Entering Unmasked Estep 
Score: -23668878.000000 Penalty: 3970.247559
	Iteration 10Q: 3 clusters Score -2.366888e+07 nChanged 7848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113968 members 
Mstep: Class 2 contains 88057 members 
Entering Unmasked Estep 
Score: -23666972.000000 Penalty: 3970.247559
	Iteration 11Q: 3 clusters Score -2.366697e+07 nChanged 8673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121691 members 
Mstep: Class 2 contains 80334 members 
Entering Unmasked Estep 
Score: -23664158.000000 Penalty: 3970.247559
	Iteration 12Q: 3 clusters Score -2.366416e+07 nChanged 9695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129920 members 
Mstep: Class 2 contains 72105 members 
Entering Unmasked Estep 
Score: -23660864.000000 Penalty: 3970.247559
	Iteration 13Q: 3 clusters Score -2.366086e+07 nChanged 9414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137514 members 
Mstep: Class 2 contains 64511 members 
Entering Unmasked Estep 
Score: -23657504.000000 Penalty: 3970.247559
	Iteration 14Q: 3 clusters Score -2.36575e+07 nChanged 7574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142834 members 
Mstep: Class 2 contains 59191 members 
Entering Unmasked Estep 
Score: -23654380.000000 Penalty: 3970.247559
	Iteration 15Q: 3 clusters Score -2.365438e+07 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146041 members 
Mstep: Class 2 contains 55984 members 
Entering Unmasked Estep 
Score: -23652216.000000 Penalty: 3970.247559
	Iteration 16Q: 3 clusters Score -2.365222e+07 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147556 members 
Mstep: Class 2 contains 54469 members 
Entering Unmasked Estep 
Score: -23651200.000000 Penalty: 3970.247559
	Iteration 17Q: 3 clusters Score -2.36512e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148044 members 
Mstep: Class 2 contains 53981 members 
Entering Unmasked Estep 
Score: -23650546.000000 Penalty: 3970.247559
	Iteration 18Q: 3 clusters Score -2.365055e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147754 members 
Mstep: Class 2 contains 54271 members 
Entering Unmasked Estep 
Score: -23650694.000000 Penalty: 3970.247559
	Iteration 19Q: 3 clusters Score -2.365069e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146932 members 
Mstep: Class 2 contains 55093 members 
Entering Unmasked Estep 
Score: -23652376.000000 Penalty: 3970.247559
	Iteration 20F: 3 clusters Score -2.365238e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146409 members 
Mstep: Class 2 contains 55616 members 
Entering Unmasked Estep 
Score: -23652714.000000 Penalty: 3970.247559
	Iteration 21Q: 3 clusters Score -2.365271e+07 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145221 members 
Mstep: Class 2 contains 56804 members 
Entering Unmasked Estep 
Score: -23653332.000000 Penalty: 3970.247559
	Iteration 22Q: 3 clusters Score -2.365333e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143632 members 
Mstep: Class 2 contains 58393 members 
Entering Unmasked Estep 
Score: -23654002.000000 Penalty: 3970.247559
	Iteration 23Q: 3 clusters Score -2.3654e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141673 members 
Mstep: Class 2 contains 60352 members 
Entering Unmasked Estep 
Score: -23655104.000000 Penalty: 3970.247559
	Iteration 24Q: 3 clusters Score -2.36551e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139393 members 
Mstep: Class 2 contains 62632 members 
Entering Unmasked Estep 
Score: -23656482.000000 Penalty: 3970.247559
	Iteration 25Q: 3 clusters Score -2.365648e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136861 members 
Mstep: Class 2 contains 65164 members 
Entering Unmasked Estep 
Score: -23658048.000000 Penalty: 3970.247559
	Iteration 26Q: 3 clusters Score -2.365805e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134040 members 
Mstep: Class 2 contains 67985 members 
Entering Unmasked Estep 
Score: -23659776.000000 Penalty: 3970.247559
	Iteration 27Q: 3 clusters Score -2.365978e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131174 members 
Mstep: Class 2 contains 70851 members 
Entering Unmasked Estep 
Score: -23661198.000000 Penalty: 3970.247559
	Iteration 28Q: 3 clusters Score -2.36612e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128271 members 
Mstep: Class 2 contains 73754 members 
Entering Unmasked Estep 
Score: -23662536.000000 Penalty: 3970.247559
	Iteration 29Q: 3 clusters Score -2.366254e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125325 members 
Mstep: Class 2 contains 76700 members 
Entering Unmasked Estep 
Score: -23663750.000000 Penalty: 3970.247559
	Iteration 30Q: 3 clusters Score -2.366375e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122285 members 
Mstep: Class 2 contains 79740 members 
Entering Unmasked Estep 
Score: -23664914.000000 Penalty: 3970.247559
	Iteration 31Q: 3 clusters Score -2.366491e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119134 members 
Mstep: Class 2 contains 82891 members 
Entering Unmasked Estep 
Score: -23666232.000000 Penalty: 3970.247559
	Iteration 32Q: 3 clusters Score -2.366623e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115879 members 
Mstep: Class 2 contains 86146 members 
Entering Unmasked Estep 
Score: -23667992.000000 Penalty: 3970.247559
	Iteration 33Q: 3 clusters Score -2.366799e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112560 members 
Mstep: Class 2 contains 89465 members 
Entering Unmasked Estep 
Score: -23669584.000000 Penalty: 3970.247559
	Iteration 34Q: 3 clusters Score -2.366958e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109242 members 
Mstep: Class 2 contains 92783 members 
Entering Unmasked Estep 
Score: -23670662.000000 Penalty: 3970.247559
	Iteration 35Q: 3 clusters Score -2.367066e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105870 members 
Mstep: Class 2 contains 96155 members 
Entering Unmasked Estep 
Score: -23671492.000000 Penalty: 3970.247559
	Iteration 36Q: 3 clusters Score -2.367149e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102464 members 
Mstep: Class 2 contains 99561 members 
Entering Unmasked Estep 
Score: -23672094.000000 Penalty: 3970.247559
	Iteration 37Q: 3 clusters Score -2.367209e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99654 members 
Mstep: Class 2 contains 102371 members 
Entering Unmasked Estep 
Score: -23672498.000000 Penalty: 3970.247559
	Iteration 38Q: 3 clusters Score -2.36725e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97678 members 
Mstep: Class 2 contains 104347 members 
Entering Unmasked Estep 
Score: -23673062.000000 Penalty: 3970.247559
	Iteration 39Q: 3 clusters Score -2.367306e+07 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96556 members 
Mstep: Class 2 contains 105469 members 
Entering Unmasked Estep 
Score: -23673676.000000 Penalty: 3970.247559
	Iteration 40F: 3 clusters Score -2.367368e+07 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96091 members 
Mstep: Class 2 contains 105934 members 
Entering Unmasked Estep 
Score: -23674216.000000 Penalty: 3970.247559
	Iteration 41Q: 3 clusters Score -2.367422e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96497 members 
Mstep: Class 2 contains 105528 members 
Entering Unmasked Estep 
Score: -23674716.000000 Penalty: 3970.247559
	Iteration 42Q: 3 clusters Score -2.367472e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97672 members 
Mstep: Class 2 contains 104353 members 
Entering Unmasked Estep 
Score: -23675066.000000 Penalty: 3970.247559
	Iteration 43Q: 3 clusters Score -2.367507e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99557 members 
Mstep: Class 2 contains 102468 members 
Entering Unmasked Estep 
Score: -23675510.000000 Penalty: 3970.247559
	Iteration 44Q: 3 clusters Score -2.367551e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101759 members 
Mstep: Class 2 contains 100266 members 
Entering Unmasked Estep 
Score: -23675722.000000 Penalty: 3970.247559
	Iteration 45Q: 3 clusters Score -2.367572e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104034 members 
Mstep: Class 2 contains 97991 members 
Entering Unmasked Estep 
Score: -23675852.000000 Penalty: 3970.247559
	Iteration 46Q: 3 clusters Score -2.367585e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106087 members 
Mstep: Class 2 contains 95938 members 
Entering Unmasked Estep 
Score: -23675780.000000 Penalty: 3970.247559
	Iteration 47Q: 3 clusters Score -2.367578e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107764 members 
Mstep: Class 2 contains 94261 members 
Entering Unmasked Estep 
Score: -23675556.000000 Penalty: 3970.247559
	Iteration 48Q: 3 clusters Score -2.367556e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109152 members 
Mstep: Class 2 contains 92873 members 
Entering Unmasked Estep 
Score: -23675240.000000 Penalty: 3970.247559
	Iteration 49Q: 3 clusters Score -2.367524e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110380 members 
Mstep: Class 2 contains 91645 members 
Entering Unmasked Estep 
Score: -23674912.000000 Penalty: 3970.247559
	Iteration 50Q: 3 clusters Score -2.367491e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111325 members 
Mstep: Class 2 contains 90700 members 
Entering Unmasked Estep 
Score: -23674652.000000 Penalty: 3970.247559
	Iteration 51Q: 3 clusters Score -2.367465e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111966 members 
Mstep: Class 2 contains 90059 members 
Entering Unmasked Estep 
Score: -23674366.000000 Penalty: 3970.247559
	Iteration 52Q: 3 clusters Score -2.367437e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112331 members 
Mstep: Class 2 contains 89694 members 
Entering Unmasked Estep 
Score: -23674226.000000 Penalty: 3970.247559
	Iteration 53Q: 3 clusters Score -2.367423e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112466 members 
Mstep: Class 2 contains 89559 members 
Entering Unmasked Estep 
Score: -23674190.000000 Penalty: 3970.247559
	Iteration 54Q: 3 clusters Score -2.367419e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112416 members 
Mstep: Class 2 contains 89609 members 
Entering Unmasked Estep 
Score: -23674080.000000 Penalty: 3970.247559
	Iteration 55Q: 3 clusters Score -2.367408e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112177 members 
Mstep: Class 2 contains 89848 members 
Entering Unmasked Estep 
Score: -23674158.000000 Penalty: 3970.247559
	Iteration 56Q: 3 clusters Score -2.367416e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111697 members 
Mstep: Class 2 contains 90328 members 
Entering Unmasked Estep 
Score: -23674240.000000 Penalty: 3970.247559
	Iteration 57Q: 3 clusters Score -2.367424e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111105 members 
Mstep: Class 2 contains 90920 members 
Entering Unmasked Estep 
Score: -23674324.000000 Penalty: 3970.247559
	Iteration 58Q: 3 clusters Score -2.367432e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110385 members 
Mstep: Class 2 contains 91640 members 
Entering Unmasked Estep 
Score: -23674424.000000 Penalty: 3970.247559
	Iteration 59Q: 3 clusters Score -2.367442e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109608 members 
Mstep: Class 2 contains 92417 members 
Entering Unmasked Estep 
Score: -23674554.000000 Penalty: 3970.247559
	Iteration 60F: 3 clusters Score -2.367455e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108760 members 
Mstep: Class 2 contains 93265 members 
Entering Unmasked Estep 
Score: -23674790.000000 Penalty: 3970.247559
	Iteration 61Q: 3 clusters Score -2.367479e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107873 members 
Mstep: Class 2 contains 94152 members 
Entering Unmasked Estep 
Score: -23675010.000000 Penalty: 3970.247559
	Iteration 62Q: 3 clusters Score -2.367501e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106938 members 
Mstep: Class 2 contains 95087 members 
Entering Unmasked Estep 
Score: -23675256.000000 Penalty: 3970.247559
	Iteration 63Q: 3 clusters Score -2.367526e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106098 members 
Mstep: Class 2 contains 95927 members 
Entering Unmasked Estep 
Score: -23675508.000000 Penalty: 3970.247559
	Iteration 64Q: 3 clusters Score -2.367551e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105391 members 
Mstep: Class 2 contains 96634 members 
Entering Unmasked Estep 
Score: -23675734.000000 Penalty: 3970.247559
	Iteration 65Q: 3 clusters Score -2.367573e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104974 members 
Mstep: Class 2 contains 97051 members 
Entering Unmasked Estep 
Score: -23676072.000000 Penalty: 3970.247559
	Iteration 66Q: 3 clusters Score -2.367607e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104835 members 
Mstep: Class 2 contains 97190 members 
Entering Unmasked Estep 
Score: -23676424.000000 Penalty: 3970.247559
	Iteration 67Q: 3 clusters Score -2.367642e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104903 members 
Mstep: Class 2 contains 97122 members 
Entering Unmasked Estep 
Score: -23676734.000000 Penalty: 3970.247559
	Iteration 68Q: 3 clusters Score -2.367673e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105099 members 
Mstep: Class 2 contains 96926 members 
Entering Unmasked Estep 
Score: -23677006.000000 Penalty: 3970.247559
	Iteration 69Q: 3 clusters Score -2.367701e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105446 members 
Mstep: Class 2 contains 96579 members 
Entering Unmasked Estep 
Score: -23677210.000000 Penalty: 3970.247559
	Iteration 70Q: 3 clusters Score -2.367721e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105903 members 
Mstep: Class 2 contains 96122 members 
Entering Unmasked Estep 
Score: -23677356.000000 Penalty: 3970.247559
	Iteration 71Q: 3 clusters Score -2.367736e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106377 members 
Mstep: Class 2 contains 95648 members 
Entering Unmasked Estep 
Score: -23677636.000000 Penalty: 3970.247559
	Iteration 72Q: 3 clusters Score -2.367764e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106884 members 
Mstep: Class 2 contains 95141 members 
Entering Unmasked Estep 
Score: -23677760.000000 Penalty: 3970.247559
	Iteration 73Q: 3 clusters Score -2.367776e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107420 members 
Mstep: Class 2 contains 94605 members 
Entering Unmasked Estep 
Score: -23677854.000000 Penalty: 3970.247559
	Iteration 74Q: 3 clusters Score -2.367785e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107888 members 
Mstep: Class 2 contains 94137 members 
Entering Unmasked Estep 
Score: -23677788.000000 Penalty: 3970.247559
	Iteration 75Q: 3 clusters Score -2.367779e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108337 members 
Mstep: Class 2 contains 93688 members 
Entering Unmasked Estep 
Score: -23677752.000000 Penalty: 3970.247559
	Iteration 76Q: 3 clusters Score -2.367775e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108693 members 
Mstep: Class 2 contains 93332 members 
Entering Unmasked Estep 
Score: -23677666.000000 Penalty: 3970.247559
	Iteration 77Q: 3 clusters Score -2.367767e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109028 members 
Mstep: Class 2 contains 92997 members 
Entering Unmasked Estep 
Score: -23677714.000000 Penalty: 3970.247559
	Iteration 78Q: 3 clusters Score -2.367771e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109331 members 
Mstep: Class 2 contains 92694 members 
Entering Unmasked Estep 
Score: -23677730.000000 Penalty: 3970.247559
	Iteration 79Q: 3 clusters Score -2.367773e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109560 members 
Mstep: Class 2 contains 92465 members 
Entering Unmasked Estep 
Score: -23677854.000000 Penalty: 3970.247559
	Iteration 80F: 3 clusters Score -2.367785e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109719 members 
Mstep: Class 2 contains 92306 members 
Entering Unmasked Estep 
Score: -23677972.000000 Penalty: 3970.247559
	Iteration 81Q: 3 clusters Score -2.367797e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109802 members 
Mstep: Class 2 contains 92223 members 
Entering Unmasked Estep 
Score: -23678116.000000 Penalty: 3970.247559
	Iteration 82Q: 3 clusters Score -2.367812e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109820 members 
Mstep: Class 2 contains 92205 members 
Entering Unmasked Estep 
Score: -23678212.000000 Penalty: 3970.247559
	Iteration 83Q: 3 clusters Score -2.367821e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109788 members 
Mstep: Class 2 contains 92237 members 
Entering Unmasked Estep 
Score: -23678488.000000 Penalty: 3970.247559
	Iteration 84Q: 3 clusters Score -2.367849e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109640 members 
Mstep: Class 2 contains 92385 members 
Entering Unmasked Estep 
Score: -23678810.000000 Penalty: 3970.247559
	Iteration 85Q: 3 clusters Score -2.367881e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109414 members 
Mstep: Class 2 contains 92611 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2.367908e+07 nChanged 1292
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109200 members 
Mstep: Class 2 contains 92825 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2.367937e+07 nChanged 1376
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108962 members 
Mstep: Class 2 contains 93063 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2.367966e+07 nChanged 1371
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108729 members 
Mstep: Class 2 contains 93296 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2.368008e+07 nChanged 1344
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108533 members 
Mstep: Class 2 contains 93492 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2.368037e+07 nChanged 1293
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108432 members 
Mstep: Class 2 contains 93593 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2.368061e+07 nChanged 1216
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108398 members 
Mstep: Class 2 contains 93627 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2.368083e+07 nChanged 1183
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108433 members 
Mstep: Class 2 contains 93592 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2.368095e+07 nChanged 1102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108469 members 
Mstep: Class 2 contains 93556 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2.368107e+07 nChanged 986
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108487 members 
Mstep: Class 2 contains 93538 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2.368124e+07 nChanged 979
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108540 members 
Mstep: Class 2 contains 93485 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2.36813e+07 nChanged 856
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108590 members 
Mstep: Class 2 contains 93435 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2.36814e+07 nChanged 794
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108640 members 
Mstep: Class 2 contains 93385 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2.368148e+07 nChanged 759
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108707 members 
Mstep: Class 2 contains 93318 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2.368154e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108743 members 
Mstep: Class 2 contains 93282 members 
Entering Unmasked Estep 
Score: -23681532.000000 Penalty: 3970.247559
	Iteration 100F: 3 clusters Score -2.368153e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108778 members 
Mstep: Class 2 contains 93247 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2.368153e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108787 members 
Mstep: Class 2 contains 93238 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2.368157e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108741 members 
Mstep: Class 2 contains 93284 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2.368165e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108730 members 
Mstep: Class 2 contains 93295 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2.368164e+07 nChanged 462
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108710 members 
Mstep: Class 2 contains 93315 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2.36816e+07 nChanged 417
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108685 members 
Mstep: Class 2 contains 93340 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2.368163e+07 nChanged 393
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108650 members 
Mstep: Class 2 contains 93375 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2.368163e+07 nChanged 396
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108622 members 
Mstep: Class 2 contains 93403 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2.368163e+07 nChanged 385
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108563 members 
Mstep: Class 2 contains 93462 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2.36816e+07 nChanged 348
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108475 members 
Mstep: Class 2 contains 93550 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2.368166e+07 nChanged 310
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108395 members 
Mstep: Class 2 contains 93630 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2.368166e+07 nChanged 305
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108342 members 
Mstep: Class 2 contains 93683 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2.368175e+07 nChanged 263
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108279 members 
Mstep: Class 2 contains 93746 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2.368179e+07 nChanged 222
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108203 members 
Mstep: Class 2 contains 93822 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2.368182e+07 nChanged 214
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108135 members 
Mstep: Class 2 contains 93890 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2.368183e+07 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108073 members 
Mstep: Class 2 contains 93952 members 
Entering Unmasked Estep 
Score: -23681806.000000 Penalty: 3970.247559
	Iteration 116Q: 3 clusters Score -2.368181e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108012 members 
Mstep: Class 2 contains 94013 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2.36818e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107950 members 
Mstep: Class 2 contains 94075 members 
Entering Unmasked Estep 
Score: -23681858.000000 Penalty: 3970.247559
	Iteration 118Q: 3 clusters Score -2.368186e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107878 members 
Mstep: Class 2 contains 94147 members 
Entering Unmasked Estep 
Score: -23681880.000000 Penalty: 3970.247559
	Iteration 119Q: 3 clusters Score -2.368188e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107836 members 
Mstep: Class 2 contains 94189 members 
Entering Unmasked Estep 
Score: -23681888.000000 Penalty: 3970.247559
	Iteration 120F: 3 clusters Score -2.368189e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107802 members 
Mstep: Class 2 contains 94223 members 
Entering Unmasked Estep 
Score: -23681892.000000 Penalty: 3970.247559
	Iteration 121Q: 3 clusters Score -2.368189e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107743 members 
Mstep: Class 2 contains 94282 members 
Entering Unmasked Estep 
Score: -23681882.000000 Penalty: 3970.247559
	Iteration 122Q: 3 clusters Score -2.368188e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107700 members 
Mstep: Class 2 contains 94325 members 
Entering Unmasked Estep 
Score: -23681922.000000 Penalty: 3970.247559
	Iteration 123Q: 3 clusters Score -2.368192e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107650 members 
Mstep: Class 2 contains 94375 members 
Entering Unmasked Estep 
Score: -23681938.000000 Penalty: 3970.247559
	Iteration 124Q: 3 clusters Score -2.368194e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107613 members 
Mstep: Class 2 contains 94412 members 
Entering Unmasked Estep 
Score: -23682018.000000 Penalty: 3970.247559
	Iteration 125Q: 3 clusters Score -2.368202e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107578 members 
Mstep: Class 2 contains 94447 members 
Entering Unmasked Estep 
Score: -23682032.000000 Penalty: 3970.247559
	Iteration 126Q: 3 clusters Score -2.368203e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107569 members 
Mstep: Class 2 contains 94456 members 
Entering Unmasked Estep 
Score: -23682012.000000 Penalty: 3970.247559
	Iteration 127Q: 3 clusters Score -2.368201e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107554 members 
Mstep: Class 2 contains 94471 members 
Entering Unmasked Estep 
Score: -23682022.000000 Penalty: 3970.247559
	Iteration 128Q: 3 clusters Score -2.368202e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107534 members 
Mstep: Class 2 contains 94491 members 
Entering Unmasked Estep 
Score: -23682066.000000 Penalty: 3970.247559
	Iteration 129Q: 3 clusters Score -2.368207e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107531 members 
Mstep: Class 2 contains 94494 members 
Entering Unmasked Estep 
Score: -23682068.000000 Penalty: 3970.247559
	Iteration 130Q: 3 clusters Score -2.368207e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107530 members 
Mstep: Class 2 contains 94495 members 
Entering Unmasked Estep 
Score: -23682092.000000 Penalty: 3970.247559
	Iteration 131Q: 3 clusters Score -2.368209e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107533 members 
Mstep: Class 2 contains 94492 members 
Entering Unmasked Estep 
Score: -23682094.000000 Penalty: 3970.247559
	Iteration 132Q: 3 clusters Score -2.368209e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107531 members 
Mstep: Class 2 contains 94494 members 
Entering Unmasked Estep 
Score: -23682078.000000 Penalty: 3970.247559
	Iteration 133Q: 3 clusters Score -2.368208e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107522 members 
Mstep: Class 2 contains 94503 members 
Entering Unmasked Estep 
Score: -23682076.000000 Penalty: 3970.247559
	Iteration 134Q: 3 clusters Score -2.368208e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107524 members 
Mstep: Class 2 contains 94501 members 
Entering Unmasked Estep 
Score: -23682062.000000 Penalty: 3970.247559
	Iteration 135Q: 3 clusters Score -2.368206e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107513 members 
Mstep: Class 2 contains 94512 members 
Entering Unmasked Estep 
Score: -23682054.000000 Penalty: 3970.247559
	Iteration 136Q: 3 clusters Score -2.368205e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107510 members 
Mstep: Class 2 contains 94515 members 
Entering Unmasked Estep 
Score: -23682032.000000 Penalty: 3970.247559
	Iteration 137Q: 3 clusters Score -2.368203e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107502 members 
Mstep: Class 2 contains 94523 members 
Entering Unmasked Estep 
Score: -23682028.000000 Penalty: 3970.247559
	Iteration 138Q: 3 clusters Score -2.368203e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107492 members 
Mstep: Class 2 contains 94533 members 
Entering Unmasked Estep 
Score: -23682034.000000 Penalty: 3970.247559
	Iteration 139Q: 3 clusters Score -2.368203e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107490 members 
Mstep: Class 2 contains 94535 members 
Entering Unmasked Estep 
Score: -23682026.000000 Penalty: 3970.247559
	Iteration 140F: 3 clusters Score -2.368203e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107487 members 
Mstep: Class 2 contains 94538 members 
Entering Unmasked Estep 
Score: -23682050.000000 Penalty: 3970.247559
	Iteration 141Q: 3 clusters Score -2.368205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107486 members 
Mstep: Class 2 contains 94539 members 
Entering Unmasked Estep 
Score: -23682046.000000 Penalty: 3970.247559
	Iteration 142Q: 3 clusters Score -2.368205e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107485 members 
Mstep: Class 2 contains 94540 members 
Entering Unmasked Estep 
Score: -23682046.000000 Penalty: 3970.247559
	Iteration 143Q: 3 clusters Score -2.368205e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107482 members 
Mstep: Class 2 contains 94543 members 
Entering Unmasked Estep 
Score: -23682056.000000 Penalty: 3970.247559
	Iteration 144Q: 3 clusters Score -2.368206e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107482 members 
Mstep: Class 2 contains 94543 members 
Entering Unmasked Estep 
Score: -23682050.000000 Penalty: 3970.247559
	Iteration 145Q: 3 clusters Score -2.368205e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107481 members 
Mstep: Class 2 contains 94544 members 
Entering Unmasked Estep 
Score: -23682044.000000 Penalty: 3970.247559
	Iteration 146Q: 3 clusters Score -2.368204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107480 members 
Mstep: Class 2 contains 94545 members 
Entering Unmasked Estep 
Score: -23682040.000000 Penalty: 3970.247559
	Iteration 147Q: 3 clusters Score -2.368204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107482 members 
Mstep: Class 2 contains 94543 members 
Entering Unmasked Estep 
Score: -23682034.000000 Penalty: 3970.247559
	Iteration 148Q: 3 clusters Score -2.368203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107484 members 
Mstep: Class 2 contains 94541 members 
Entering Unmasked Estep 
Score: -23682040.000000 Penalty: 3970.247559
	Iteration 149Q: 3 clusters Score -2.368204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107485 members 
Mstep: Class 2 contains 94540 members 
Entering Unmasked Estep 
Score: -23682042.000000 Penalty: 3970.247559
	Iteration 150Q: 3 clusters Score -2.368204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107483 members 
Mstep: Class 2 contains 94542 members 
Entering Unmasked Estep 
Score: -23682054.000000 Penalty: 3970.247559
	Iteration 151Q: 3 clusters Score -2.368205e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107482 members 
Mstep: Class 2 contains 94543 members 
Entering Unmasked Estep 
Score: -23682042.000000 Penalty: 3970.247559
	Iteration 152Q: 3 clusters Score -2.368204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107484 members 
Mstep: Class 2 contains 94541 members 
Entering Unmasked Estep 
Score: -23682052.000000 Penalty: 3970.247559
	Iteration 153Q: 3 clusters Score -2.368205e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107486 members 
Mstep: Class 2 contains 94539 members 
Entering Unmasked Estep 
Score: -23682030.000000 Penalty: 3970.247559
	Iteration 154Q: 3 clusters Score -2.368203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107487 members 
Mstep: Class 2 contains 94538 members 
Entering Unmasked Estep 
Score: -23682046.000000 Penalty: 3970.247559
	Iteration 155Q: 3 clusters Score -2.368205e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107489 members 
Mstep: Class 2 contains 94536 members 
Entering Unmasked Estep 
Score: -23682044.000000 Penalty: 3970.247559
	Iteration 156Q: 3 clusters Score -2.368204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107491 members 
Mstep: Class 2 contains 94534 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2.368204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107492 members 
Mstep: Class 2 contains 94533 members 
Entering Unmasked Estep 
Score: -23682044.000000 Penalty: 3970.247559
	Iteration 158Q: 3 clusters Score -2.368204e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107492 members 
Mstep: Class 2 contains 94533 members 
Entering Unmasked Estep 
Score: -23682044.000000 Penalty: 3970.247559
	Iteration 159F: 3 clusters Score -2.368204e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 198446 members 
Mstep: Class 3 contains 95947 members 
Mstep: Class 4 contains 752 members 
Mstep: Class 5 contains 8604 members 
Mstep: Class 6 contains 90594 members 
Mstep: Class 7 contains 107492 members 
Mstep: Class 8 contains 37236 members 
Mstep: Class 9 contains 125800 members 
Mstep: Class 10 contains 61439 members 
Mstep: Class 11 contains 137088 members 
Mstep: Class 12 contains 77047 members 
Mstep: Class 13 contains 4582 members 
Mstep: Class 14 contains 2391 members 
Mstep: Class 15 contains 8844 members 
Mstep: Class 16 contains 217267 members 
Mstep: Class 17 contains 1517 members 
Mstep: Class 18 contains 1744 members 
Mstep: Class 19 contains 224249 members 
Mstep: Class 20 contains 45196 members 
Mstep: Class 21 contains 762 members 
Mstep: Class 22 contains 163061 members 
Mstep: Class 23 contains 9746 members 
Mstep: Class 24 contains 94533 members 
Entering Unmasked Estep 
Score: -194332112.000000 Penalty: 56002.085938
Splitting cluster 7 changes total score from -194285360.000000 to -194332112.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 8 (37236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37236 members 
Entering Unmasked Estep 
Score: -4255863.000000 Penalty: 1710.317505
	Iteration 0F: 2 clusters Score -4255863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -4230742.500000 Penalty: 3420.635010
	Iteration 0F: 3 clusters Score -4230742 nChanged 17375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -4240430.500000 Penalty: 3420.635010
	Iteration 1F: 3 clusters Score -4240430 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -4240940.500000 Penalty: 3420.635010
	Iteration 2Q: 3 clusters Score -4240940 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -4241494.500000 Penalty: 3420.635010
	Iteration 3Q: 3 clusters Score -4241494 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -4242189.500000 Penalty: 3420.635010
	Iteration 4Q: 3 clusters Score -4242190 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -4243143.000000 Penalty: 3420.635010
	Iteration 5Q: 3 clusters Score -4243143 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -4244594.000000 Penalty: 3420.635010
	Iteration 6F: 3 clusters Score -4244594 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -4246729.000000 Penalty: 3420.635010
	Iteration 7F: 3 clusters Score -4246729 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30967 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -4249157.500000 Penalty: 3420.635010
	Iteration 8F: 3 clusters Score -4249158 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33163 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -4251281.000000 Penalty: 3420.635010
	Iteration 9F: 3 clusters Score -4251281 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34586 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -4252587.000000 Penalty: 3420.635010
	Iteration 10Q: 3 clusters Score -4252587 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -4253314.000000 Penalty: 3420.635010
	Iteration 11Q: 3 clusters Score -4253314 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35933 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -4253735.500000 Penalty: 3420.635010
	Iteration 12Q: 3 clusters Score -4253736 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36231 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -4253994.500000 Penalty: 3420.635010
	Iteration 13Q: 3 clusters Score -4253994 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36424 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -4254156.000000 Penalty: 3420.635010
	Iteration 14Q: 3 clusters Score -4254156 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36548 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -4254265.000000 Penalty: 3420.635010
	Iteration 15Q: 3 clusters Score -4254265 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36634 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4254337.000000 Penalty: 3420.635010
	Iteration 16Q: 3 clusters Score -4254337 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36678 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -4254381.000000 Penalty: 3420.635010
	Iteration 17Q: 3 clusters Score -4254381 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4254405.000000 Penalty: 3420.635010
	Iteration 18Q: 3 clusters Score -4254405 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36729 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4254419.000000 Penalty: 3420.635010
	Iteration 19Q: 3 clusters Score -4254419 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36743 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -4254425.000000 Penalty: 3420.635010
	Iteration 20F: 3 clusters Score -4254425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36750 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -4254423.500000 Penalty: 3420.635010
	Iteration 21Q: 3 clusters Score -4254424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4254429.000000 Penalty: 3420.635010
	Iteration 22Q: 3 clusters Score -4254429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36756 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4254428.500000 Penalty: 3420.635010
	Iteration 23Q: 3 clusters Score -4254428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4254433.000000 Penalty: 3420.635010
	Iteration 24Q: 3 clusters Score -4254433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -4254434.500000 Penalty: 3420.635010
	Iteration 25Q: 3 clusters Score -4254434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -4254434.000000 Penalty: 3420.635010
	Iteration 26Q: 3 clusters Score -4254434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4254436.000000 Penalty: 3420.635010
	Iteration 27Q: 3 clusters Score -4254436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36765 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -4254434.500000 Penalty: 3420.635010
	Iteration 28Q: 3 clusters Score -4254434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4254438.000000 Penalty: 3420.635010
	Iteration 29Q: 3 clusters Score -4254438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36765 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -4254438.000000 Penalty: 3420.635010
	Iteration 30Q: 3 clusters Score -4254438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36766 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -4254436.500000 Penalty: 3420.635010
	Iteration 31Q: 3 clusters Score -4254436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36766 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -4254436.500000 Penalty: 3420.635010
	Iteration 32F: 3 clusters Score -4254436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (125800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125800 members 
Entering Unmasked Estep 
Score: -14950557.000000 Penalty: 1908.147949
	Iteration 0F: 2 clusters Score -1.495056e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62866 members 
Mstep: Class 2 contains 62934 members 
Entering Unmasked Estep 
Score: -14874724.000000 Penalty: 3816.295898
	Iteration 0F: 3 clusters Score -1.487472e+07 nChanged 60530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64466 members 
Mstep: Class 2 contains 61334 members 
Entering Unmasked Estep 
Score: -14910593.000000 Penalty: 3816.295898
	Iteration 1F: 3 clusters Score -1.491059e+07 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65107 members 
Mstep: Class 2 contains 60693 members 
Entering Unmasked Estep 
Score: -14912419.000000 Penalty: 3816.295898
	Iteration 2Q: 3 clusters Score -1.491242e+07 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65648 members 
Mstep: Class 2 contains 60152 members 
Entering Unmasked Estep 
Score: -14914995.000000 Penalty: 3816.295898
	Iteration 3Q: 3 clusters Score -1.4915e+07 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65920 members 
Mstep: Class 2 contains 59880 members 
Entering Unmasked Estep 
Score: -14918214.000000 Penalty: 3816.295898
	Iteration 4F: 3 clusters Score -1.491821e+07 nChanged 7269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65415 members 
Mstep: Class 2 contains 60385 members 
Entering Unmasked Estep 
Score: -14922931.000000 Penalty: 3816.295898
	Iteration 5F: 3 clusters Score -1.492293e+07 nChanged 8073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63822 members 
Mstep: Class 2 contains 61978 members 
Entering Unmasked Estep 
Score: -14928034.000000 Penalty: 3816.295898
	Iteration 6F: 3 clusters Score -1.492803e+07 nChanged 8583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60959 members 
Mstep: Class 2 contains 64841 members 
Entering Unmasked Estep 
Score: -14933984.000000 Penalty: 3816.295898
	Iteration 7F: 3 clusters Score -1.493398e+07 nChanged 8314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57231 members 
Mstep: Class 2 contains 68569 members 
Entering Unmasked Estep 
Score: -14939738.000000 Penalty: 3816.295898
	Iteration 8F: 3 clusters Score -1.493974e+07 nChanged 7246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53245 members 
Mstep: Class 2 contains 72555 members 
Entering Unmasked Estep 
Score: -14944707.000000 Penalty: 3816.295898
	Iteration 9F: 3 clusters Score -1.494471e+07 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49670 members 
Mstep: Class 2 contains 76130 members 
Entering Unmasked Estep 
Score: -14947910.000000 Penalty: 3816.295898
	Iteration 10Q: 3 clusters Score -1.494791e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46515 members 
Mstep: Class 2 contains 79285 members 
Entering Unmasked Estep 
Score: -14949712.000000 Penalty: 3816.295898
	Iteration 11Q: 3 clusters Score -1.494971e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43671 members 
Mstep: Class 2 contains 82129 members 
Entering Unmasked Estep 
Score: -14951032.000000 Penalty: 3816.295898
	Iteration 12Q: 3 clusters Score -1.495103e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41001 members 
Mstep: Class 2 contains 84799 members 
Entering Unmasked Estep 
Score: -14951985.000000 Penalty: 3816.295898
	Iteration 13Q: 3 clusters Score -1.495198e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38534 members 
Mstep: Class 2 contains 87266 members 
Entering Unmasked Estep 
Score: -14952891.000000 Penalty: 3816.295898
	Iteration 14Q: 3 clusters Score -1.495289e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36240 members 
Mstep: Class 2 contains 89560 members 
Entering Unmasked Estep 
Score: -14953631.000000 Penalty: 3816.295898
	Iteration 15Q: 3 clusters Score -1.495363e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34128 members 
Mstep: Class 2 contains 91672 members 
Entering Unmasked Estep 
Score: -14954163.000000 Penalty: 3816.295898
	Iteration 16Q: 3 clusters Score -1.495416e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32086 members 
Mstep: Class 2 contains 93714 members 
Entering Unmasked Estep 
Score: -14954721.000000 Penalty: 3816.295898
	Iteration 17Q: 3 clusters Score -1.495472e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30176 members 
Mstep: Class 2 contains 95624 members 
Entering Unmasked Estep 
Score: -14955248.000000 Penalty: 3816.295898
	Iteration 18Q: 3 clusters Score -1.495525e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 97403 members 
Entering Unmasked Estep 
Score: -14955675.000000 Penalty: 3816.295898
	Iteration 19Q: 3 clusters Score -1.495568e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 99012 members 
Entering Unmasked Estep 
Score: -14956110.000000 Penalty: 3816.295898
	Iteration 20F: 3 clusters Score -1.495611e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 100536 members 
Entering Unmasked Estep 
Score: -14956598.000000 Penalty: 3816.295898
	Iteration 21Q: 3 clusters Score -1.49566e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 101845 members 
Entering Unmasked Estep 
Score: -14957115.000000 Penalty: 3816.295898
	Iteration 22Q: 3 clusters Score -1.495712e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 102939 members 
Entering Unmasked Estep 
Score: -14957583.000000 Penalty: 3816.295898
	Iteration 23Q: 3 clusters Score -1.495758e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 103734 members 
Entering Unmasked Estep 
Score: -14957907.000000 Penalty: 3816.295898
	Iteration 24Q: 3 clusters Score -1.495791e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 104314 members 
Entering Unmasked Estep 
Score: -14958072.000000 Penalty: 3816.295898
	Iteration 25Q: 3 clusters Score -1.495807e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 104741 members 
Entering Unmasked Estep 
Score: -14958122.000000 Penalty: 3816.295898
	Iteration 26Q: 3 clusters Score -1.495812e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 105062 members 
Entering Unmasked Estep 
Score: -14958069.000000 Penalty: 3816.295898
	Iteration 27Q: 3 clusters Score -1.495807e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 105353 members 
Entering Unmasked Estep 
Score: -14958047.000000 Penalty: 3816.295898
	Iteration 28Q: 3 clusters Score -1.495805e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 105595 members 
Entering Unmasked Estep 
Score: -14958043.000000 Penalty: 3816.295898
	Iteration 29Q: 3 clusters Score -1.495804e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 105801 members 
Entering Unmasked Estep 
Score: -14958042.000000 Penalty: 3816.295898
	Iteration 30Q: 3 clusters Score -1.495804e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 105980 members 
Entering Unmasked Estep 
Score: -14958025.000000 Penalty: 3816.295898
	Iteration 31Q: 3 clusters Score -1.495802e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 106144 members 
Entering Unmasked Estep 
Score: -14958016.000000 Penalty: 3816.295898
	Iteration 32Q: 3 clusters Score -1.495802e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 106277 members 
Entering Unmasked Estep 
Score: -14958007.000000 Penalty: 3816.295898
	Iteration 33Q: 3 clusters Score -1.495801e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 106400 members 
Entering Unmasked Estep 
Score: -14958017.000000 Penalty: 3816.295898
	Iteration 34Q: 3 clusters Score -1.495802e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 106527 members 
Entering Unmasked Estep 
Score: -14957985.000000 Penalty: 3816.295898
	Iteration 35Q: 3 clusters Score -1.495798e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 106639 members 
Entering Unmasked Estep 
Score: -14957964.000000 Penalty: 3816.295898
	Iteration 36Q: 3 clusters Score -1.495796e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 106718 members 
Entering Unmasked Estep 
Score: -14957953.000000 Penalty: 3816.295898
	Iteration 37Q: 3 clusters Score -1.495795e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 106793 members 
Entering Unmasked Estep 
Score: -14957923.000000 Penalty: 3816.295898
	Iteration 38Q: 3 clusters Score -1.495792e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 106873 members 
Entering Unmasked Estep 
Score: -14957946.000000 Penalty: 3816.295898
	Iteration 39Q: 3 clusters Score -1.495795e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 106931 members 
Entering Unmasked Estep 
Score: -14957926.000000 Penalty: 3816.295898
	Iteration 40F: 3 clusters Score -1.495793e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 106986 members 
Entering Unmasked Estep 
Score: -14957916.000000 Penalty: 3816.295898
	Iteration 41Q: 3 clusters Score -1.495792e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 107038 members 
Entering Unmasked Estep 
Score: -14957911.000000 Penalty: 3816.295898
	Iteration 42Q: 3 clusters Score -1.495791e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 107080 members 
Entering Unmasked Estep 
Score: -14957879.000000 Penalty: 3816.295898
	Iteration 43Q: 3 clusters Score -1.495788e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 107117 members 
Entering Unmasked Estep 
Score: -14957877.000000 Penalty: 3816.295898
	Iteration 44Q: 3 clusters Score -1.495788e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 107146 members 
Entering Unmasked Estep 
Score: -14957862.000000 Penalty: 3816.295898
	Iteration 45Q: 3 clusters Score -1.495786e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 107175 members 
Entering Unmasked Estep 
Score: -14957848.000000 Penalty: 3816.295898
	Iteration 46Q: 3 clusters Score -1.495785e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 107206 members 
Entering Unmasked Estep 
Score: -14957859.000000 Penalty: 3816.295898
	Iteration 47Q: 3 clusters Score -1.495786e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 107227 members 
Entering Unmasked Estep 
Score: -14957853.000000 Penalty: 3816.295898
	Iteration 48Q: 3 clusters Score -1.495785e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 107251 members 
Entering Unmasked Estep 
Score: -14957848.000000 Penalty: 3816.295898
	Iteration 49Q: 3 clusters Score -1.495785e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 107269 members 
Entering Unmasked Estep 
Score: -14957831.000000 Penalty: 3816.295898
	Iteration 50Q: 3 clusters Score -1.495783e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 107281 members 
Entering Unmasked Estep 
Score: -14957829.000000 Penalty: 3816.295898
	Iteration 51Q: 3 clusters Score -1.495783e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 107295 members 
Entering Unmasked Estep 
Score: -14957825.000000 Penalty: 3816.295898
	Iteration 52Q: 3 clusters Score -1.495782e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 107306 members 
Entering Unmasked Estep 
Score: -14957824.000000 Penalty: 3816.295898
	Iteration 53Q: 3 clusters Score -1.495782e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 107314 members 
Entering Unmasked Estep 
Score: -14957829.000000 Penalty: 3816.295898
	Iteration 54Q: 3 clusters Score -1.495783e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 107323 members 
Entering Unmasked Estep 
Score: -14957822.000000 Penalty: 3816.295898
	Iteration 55Q: 3 clusters Score -1.495782e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 107336 members 
Entering Unmasked Estep 
Score: -14957807.000000 Penalty: 3816.295898
	Iteration 56Q: 3 clusters Score -1.495781e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 107339 members 
Entering Unmasked Estep 
Score: -14957811.000000 Penalty: 3816.295898
	Iteration 57Q: 3 clusters Score -1.495781e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 107342 members 
Entering Unmasked Estep 
Score: -14957801.000000 Penalty: 3816.295898
	Iteration 58Q: 3 clusters Score -1.49578e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 107346 members 
Entering Unmasked Estep 
Score: -14957806.000000 Penalty: 3816.295898
	Iteration 59Q: 3 clusters Score -1.495781e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 107352 members 
Entering Unmasked Estep 
Score: -14957807.000000 Penalty: 3816.295898
	Iteration 60F: 3 clusters Score -1.495781e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 107358 members 
Entering Unmasked Estep 
Score: -14957784.000000 Penalty: 3816.295898
	Iteration 61Q: 3 clusters Score -1.495778e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 107364 members 
Entering Unmasked Estep 
Score: -14957784.000000 Penalty: 3816.295898
	Iteration 62Q: 3 clusters Score -1.495778e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 107370 members 
Entering Unmasked Estep 
Score: -14957783.000000 Penalty: 3816.295898
	Iteration 63Q: 3 clusters Score -1.495778e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 107379 members 
Entering Unmasked Estep 
Score: -14957780.000000 Penalty: 3816.295898
	Iteration 64Q: 3 clusters Score -1.495778e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 107385 members 
Entering Unmasked Estep 
Score: -14957772.000000 Penalty: 3816.295898
	Iteration 65Q: 3 clusters Score -1.495777e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 107390 members 
Entering Unmasked Estep 
Score: -14957772.000000 Penalty: 3816.295898
	Iteration 66Q: 3 clusters Score -1.495777e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 107395 members 
Entering Unmasked Estep 
Score: -14957785.000000 Penalty: 3816.295898
	Iteration 67Q: 3 clusters Score -1.495778e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 107401 members 
Entering Unmasked Estep 
Score: -14957773.000000 Penalty: 3816.295898
	Iteration 68Q: 3 clusters Score -1.495777e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 107410 members 
Entering Unmasked Estep 
Score: -14957793.000000 Penalty: 3816.295898
	Iteration 69Q: 3 clusters Score -1.495779e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 107414 members 
Entering Unmasked Estep 
Score: -14957784.000000 Penalty: 3816.295898
	Iteration 70Q: 3 clusters Score -1.495778e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 107416 members 
Entering Unmasked Estep 
Score: -14957783.000000 Penalty: 3816.295898
	Iteration 71Q: 3 clusters Score -1.495778e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 107420 members 
Entering Unmasked Estep 
Score: -14957790.000000 Penalty: 3816.295898
	Iteration 72Q: 3 clusters Score -1.495779e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 107427 members 
Entering Unmasked Estep 
Score: -14957799.000000 Penalty: 3816.295898
	Iteration 73Q: 3 clusters Score -1.49578e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 107437 members 
Entering Unmasked Estep 
Score: -14957790.000000 Penalty: 3816.295898
	Iteration 74Q: 3 clusters Score -1.495779e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 107446 members 
Entering Unmasked Estep 
Score: -14957779.000000 Penalty: 3816.295898
	Iteration 75Q: 3 clusters Score -1.495778e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 107459 members 
Entering Unmasked Estep 
Score: -14957775.000000 Penalty: 3816.295898
	Iteration 76Q: 3 clusters Score -1.495778e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 107475 members 
Entering Unmasked Estep 
Score: -14957784.000000 Penalty: 3816.295898
	Iteration 77Q: 3 clusters Score -1.495778e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 107485 members 
Entering Unmasked Estep 
Score: -14957784.000000 Penalty: 3816.295898
	Iteration 78Q: 3 clusters Score -1.495778e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 107493 members 
Entering Unmasked Estep 
Score: -14957780.000000 Penalty: 3816.295898
	Iteration 79Q: 3 clusters Score -1.495778e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 107500 members 
Entering Unmasked Estep 
Score: -14957784.000000 Penalty: 3816.295898
	Iteration 80F: 3 clusters Score -1.495778e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 107508 members 
Entering Unmasked Estep 
Score: -14957799.000000 Penalty: 3816.295898
	Iteration 81Q: 3 clusters Score -1.49578e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 107521 members 
Entering Unmasked Estep 
Score: -14957793.000000 Penalty: 3816.295898
	Iteration 82Q: 3 clusters Score -1.495779e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 107529 members 
Entering Unmasked Estep 
Score: -14957779.000000 Penalty: 3816.295898
	Iteration 83Q: 3 clusters Score -1.495778e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 107543 members 
Entering Unmasked Estep 
Score: -14957759.000000 Penalty: 3816.295898
	Iteration 84Q: 3 clusters Score -1.495776e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 107551 members 
Entering Unmasked Estep 
Score: -14957766.000000 Penalty: 3816.295898
	Iteration 85Q: 3 clusters Score -1.495777e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 107561 members 
Entering Unmasked Estep 
Score: -14957762.000000 Penalty: 3816.295898
	Iteration 86Q: 3 clusters Score -1.495776e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 107575 members 
Entering Unmasked Estep 
Score: -14957765.000000 Penalty: 3816.295898
	Iteration 87Q: 3 clusters Score -1.495776e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 107582 members 
Entering Unmasked Estep 
Score: -14957766.000000 Penalty: 3816.295898
	Iteration 88Q: 3 clusters Score -1.495777e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 107588 members 
Entering Unmasked Estep 
Score: -14957765.000000 Penalty: 3816.295898
	Iteration 89Q: 3 clusters Score -1.495776e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 107596 members 
Entering Unmasked Estep 
Score: -14957754.000000 Penalty: 3816.295898
	Iteration 90Q: 3 clusters Score -1.495775e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 107601 members 
Entering Unmasked Estep 
Score: -14957764.000000 Penalty: 3816.295898
	Iteration 91Q: 3 clusters Score -1.495776e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 107606 members 
Entering Unmasked Estep 
Score: -14957770.000000 Penalty: 3816.295898
	Iteration 92Q: 3 clusters Score -1.495777e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 107615 members 
Entering Unmasked Estep 
Score: -14957769.000000 Penalty: 3816.295898
	Iteration 93Q: 3 clusters Score -1.495777e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 107627 members 
Entering Unmasked Estep 
Score: -14957759.000000 Penalty: 3816.295898
	Iteration 94Q: 3 clusters Score -1.495776e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 107635 members 
Entering Unmasked Estep 
Score: -14957762.000000 Penalty: 3816.295898
	Iteration 95Q: 3 clusters Score -1.495776e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 107644 members 
Entering Unmasked Estep 
Score: -14957754.000000 Penalty: 3816.295898
	Iteration 96Q: 3 clusters Score -1.495775e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 107649 members 
Entering Unmasked Estep 
Score: -14957742.000000 Penalty: 3816.295898
	Iteration 97Q: 3 clusters Score -1.495774e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 107655 members 
Entering Unmasked Estep 
Score: -14957735.000000 Penalty: 3816.295898
	Iteration 98Q: 3 clusters Score -1.495774e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 107659 members 
Entering Unmasked Estep 
Score: -14957729.000000 Penalty: 3816.295898
	Iteration 99Q: 3 clusters Score -1.495773e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 107668 members 
Entering Unmasked Estep 
Score: -14957734.000000 Penalty: 3816.295898
	Iteration 100F: 3 clusters Score -1.495773e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 107676 members 
Entering Unmasked Estep 
Score: -14957725.000000 Penalty: 3816.295898
	Iteration 101Q: 3 clusters Score -1.495772e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 107680 members 
Entering Unmasked Estep 
Score: -14957722.000000 Penalty: 3816.295898
	Iteration 102Q: 3 clusters Score -1.495772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 107683 members 
Entering Unmasked Estep 
Score: -14957726.000000 Penalty: 3816.295898
	Iteration 103Q: 3 clusters Score -1.495773e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 107684 members 
Entering Unmasked Estep 
Score: -14957723.000000 Penalty: 3816.295898
	Iteration 104Q: 3 clusters Score -1.495772e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 107684 members 
Entering Unmasked Estep 
Score: -14957723.000000 Penalty: 3816.295898
	Iteration 105F: 3 clusters Score -1.495772e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 198446 members 
Mstep: Class 3 contains 95947 members 
Mstep: Class 4 contains 752 members 
Mstep: Class 5 contains 8604 members 
Mstep: Class 6 contains 90594 members 
Mstep: Class 7 contains 107492 members 
Mstep: Class 8 contains 37236 members 
Mstep: Class 9 contains 18116 members 
Mstep: Class 10 contains 61439 members 
Mstep: Class 11 contains 137088 members 
Mstep: Class 12 contains 77047 members 
Mstep: Class 13 contains 4582 members 
Mstep: Class 14 contains 2391 members 
Mstep: Class 15 contains 8844 members 
Mstep: Class 16 contains 217267 members 
Mstep: Class 17 contains 1517 members 
Mstep: Class 18 contains 1744 members 
Mstep: Class 19 contains 224249 members 
Mstep: Class 20 contains 45196 members 
Mstep: Class 21 contains 762 members 
Mstep: Class 22 contains 163061 members 
Mstep: Class 23 contains 9746 members 
Mstep: Class 24 contains 94533 members 
Mstep: Class 25 contains 107684 members 
Entering Unmasked Estep 
Score: -194339424.000000 Penalty: 58335.507812
Splitting cluster 9 changes total score from -194285360.000000 to -194339424.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (61439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61439 members 
Entering Unmasked Estep 
Score: -6654310.500000 Penalty: 1791.692505
	Iteration 0F: 2 clusters Score -6654310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30573 members 
Mstep: Class 2 contains 30866 members 
Entering Unmasked Estep 
Score: -6613120.000000 Penalty: 3583.385010
	Iteration 0F: 3 clusters Score -6613120 nChanged 28991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28888 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -6629793.500000 Penalty: 3583.385010
	Iteration 1F: 3 clusters Score -6629794 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 33960 members 
Entering Unmasked Estep 
Score: -6630849.000000 Penalty: 3583.385010
	Iteration 2Q: 3 clusters Score -6630849 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 36083 members 
Entering Unmasked Estep 
Score: -6632529.000000 Penalty: 3583.385010
	Iteration 3F: 3 clusters Score -6632529 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 38960 members 
Entering Unmasked Estep 
Score: -6635521.500000 Penalty: 3583.385010
	Iteration 4F: 3 clusters Score -6635522 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 42262 members 
Entering Unmasked Estep 
Score: -6639885.000000 Penalty: 3583.385010
	Iteration 5F: 3 clusters Score -6639885 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 44954 members 
Entering Unmasked Estep 
Score: -6644947.000000 Penalty: 3583.385010
	Iteration 6F: 3 clusters Score -6644947 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 46272 members 
Entering Unmasked Estep 
Score: -6649209.000000 Penalty: 3583.385010
	Iteration 7F: 3 clusters Score -6649209 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 46426 members 
Entering Unmasked Estep 
Score: -6652425.000000 Penalty: 3583.385010
	Iteration 8F: 3 clusters Score -6652425 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 46140 members 
Entering Unmasked Estep 
Score: -6654152.000000 Penalty: 3583.385010
	Iteration 9Q: 3 clusters Score -6654152 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 45974 members 
Entering Unmasked Estep 
Score: -6654775.500000 Penalty: 3583.385010
	Iteration 10Q: 3 clusters Score -6654776 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 45924 members 
Entering Unmasked Estep 
Score: -6655042.500000 Penalty: 3583.385010
	Iteration 11Q: 3 clusters Score -6655042 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 45931 members 
Entering Unmasked Estep 
Score: -6655170.500000 Penalty: 3583.385010
	Iteration 12Q: 3 clusters Score -6655170 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 45952 members 
Entering Unmasked Estep 
Score: -6655239.500000 Penalty: 3583.385010
	Iteration 13Q: 3 clusters Score -6655240 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 45950 members 
Entering Unmasked Estep 
Score: -6655281.000000 Penalty: 3583.385010
	Iteration 14Q: 3 clusters Score -6655281 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 45950 members 
Entering Unmasked Estep 
Score: -6655283.500000 Penalty: 3583.385010
	Iteration 15Q: 3 clusters Score -6655284 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 45940 members 
Entering Unmasked Estep 
Score: -6655307.000000 Penalty: 3583.385010
	Iteration 16Q: 3 clusters Score -6655307 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 45927 members 
Entering Unmasked Estep 
Score: -6655301.500000 Penalty: 3583.385010
	Iteration 17Q: 3 clusters Score -6655302 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 45920 members 
Entering Unmasked Estep 
Score: -6655314.000000 Penalty: 3583.385010
	Iteration 18Q: 3 clusters Score -6655314 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 45921 members 
Entering Unmasked Estep 
Score: -6655324.500000 Penalty: 3583.385010
	Iteration 19Q: 3 clusters Score -6655324 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 45922 members 
Entering Unmasked Estep 
Score: -6655315.000000 Penalty: 3583.385010
	Iteration 20F: 3 clusters Score -6655315 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 45916 members 
Entering Unmasked Estep 
Score: -6655314.000000 Penalty: 3583.385010
	Iteration 21Q: 3 clusters Score -6655314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 45913 members 
Entering Unmasked Estep 
Score: -6655321.500000 Penalty: 3583.385010
	Iteration 22Q: 3 clusters Score -6655322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 45910 members 
Entering Unmasked Estep 
Score: -6655321.500000 Penalty: 3583.385010
	Iteration 23Q: 3 clusters Score -6655322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 45910 members 
Entering Unmasked Estep 
Score: -6655320.500000 Penalty: 3583.385010
	Iteration 24Q: 3 clusters Score -6655320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 45910 members 
Entering Unmasked Estep 
Score: -6655316.500000 Penalty: 3583.385010
	Iteration 25Q: 3 clusters Score -6655316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 45910 members 
Entering Unmasked Estep 
Score: -6655316.500000 Penalty: 3583.385010
	Iteration 26F: 3 clusters Score -6655316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 198446 members 
Mstep: Class 3 contains 95947 members 
Mstep: Class 4 contains 752 members 
Mstep: Class 5 contains 8604 members 
Mstep: Class 6 contains 90594 members 
Mstep: Class 7 contains 107492 members 
Mstep: Class 8 contains 37236 members 
Mstep: Class 9 contains 18116 members 
Mstep: Class 10 contains 15529 members 
Mstep: Class 11 contains 137088 members 
Mstep: Class 12 contains 77047 members 
Mstep: Class 13 contains 4582 members 
Mstep: Class 14 contains 2391 members 
Mstep: Class 15 contains 8844 members 
Mstep: Class 16 contains 217267 members 
Mstep: Class 17 contains 1517 members 
Mstep: Class 18 contains 1744 members 
Mstep: Class 19 contains 224249 members 
Mstep: Class 20 contains 45196 members 
Mstep: Class 21 contains 762 members 
Mstep: Class 22 contains 163061 members 
Mstep: Class 23 contains 9746 members 
Mstep: Class 24 contains 94533 members 
Mstep: Class 25 contains 107684 members 
Mstep: Class 26 contains 45910 members 
Entering Unmasked Estep 
Score: -194340368.000000 Penalty: 60668.925781
Splitting cluster 10 changes total score from -194285360.000000 to -194340368.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 11 (137088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137088 members 
Entering Unmasked Estep 
Score: -16080246.000000 Penalty: 1922.111572
	Iteration 0F: 2 clusters Score -1.608025e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68689 members 
Mstep: Class 2 contains 68399 members 
Entering Unmasked Estep 
Score: -15999386.000000 Penalty: 3844.223145
	Iteration 0F: 3 clusters Score -1.599939e+07 nChanged 66141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68774 members 
Mstep: Class 2 contains 68314 members 
Entering Unmasked Estep 
Score: -16041065.000000 Penalty: 3844.223145
	Iteration 1F: 3 clusters Score -1.604106e+07 nChanged 6906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67170 members 
Mstep: Class 2 contains 69918 members 
Entering Unmasked Estep 
Score: -16045267.000000 Penalty: 3844.223145
	Iteration 2F: 3 clusters Score -1.604527e+07 nChanged 8899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63911 members 
Mstep: Class 2 contains 73177 members 
Entering Unmasked Estep 
Score: -16051624.000000 Penalty: 3844.223145
	Iteration 3F: 3 clusters Score -1.605162e+07 nChanged 10731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58514 members 
Mstep: Class 2 contains 78574 members 
Entering Unmasked Estep 
Score: -16060179.000000 Penalty: 3844.223145
	Iteration 4F: 3 clusters Score -1.606018e+07 nChanged 11386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51578 members 
Mstep: Class 2 contains 85510 members 
Entering Unmasked Estep 
Score: -16070335.000000 Penalty: 3844.223145
	Iteration 5F: 3 clusters Score -1.607034e+07 nChanged 9722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45136 members 
Mstep: Class 2 contains 91952 members 
Entering Unmasked Estep 
Score: -16078438.000000 Penalty: 3844.223145
	Iteration 6F: 3 clusters Score -1.607844e+07 nChanged 6731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40155 members 
Mstep: Class 2 contains 96933 members 
Entering Unmasked Estep 
Score: -16082087.000000 Penalty: 3844.223145
	Iteration 7Q: 3 clusters Score -1.608209e+07 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 101009 members 
Entering Unmasked Estep 
Score: -16083317.000000 Penalty: 3844.223145
	Iteration 8Q: 3 clusters Score -1.608332e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32285 members 
Mstep: Class 2 contains 104803 members 
Entering Unmasked Estep 
Score: -16084280.000000 Penalty: 3844.223145
	Iteration 9Q: 3 clusters Score -1.608428e+07 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Mstep: Class 2 contains 108795 members 
Entering Unmasked Estep 
Score: -16084906.000000 Penalty: 3844.223145
	Iteration 10Q: 3 clusters Score -1.608491e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 112584 members 
Entering Unmasked Estep 
Score: -16085016.000000 Penalty: 3844.223145
	Iteration 11Q: 3 clusters Score -1.608502e+07 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 116402 members 
Entering Unmasked Estep 
Score: -16084400.000000 Penalty: 3844.223145
	Iteration 12Q: 3 clusters Score -1.60844e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 120331 members 
Entering Unmasked Estep 
Score: -16084041.000000 Penalty: 3844.223145
	Iteration 13Q: 3 clusters Score -1.608404e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 123998 members 
Entering Unmasked Estep 
Score: -16083683.000000 Penalty: 3844.223145
	Iteration 14Q: 3 clusters Score -1.608368e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 127003 members 
Entering Unmasked Estep 
Score: -16082822.000000 Penalty: 3844.223145
	Iteration 15Q: 3 clusters Score -1.608282e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 129318 members 
Entering Unmasked Estep 
Score: -16082236.000000 Penalty: 3844.223145
	Iteration 16Q: 3 clusters Score -1.608224e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 130723 members 
Entering Unmasked Estep 
Score: -16081793.000000 Penalty: 3844.223145
	Iteration 17Q: 3 clusters Score -1.608179e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 131556 members 
Entering Unmasked Estep 
Score: -16081493.000000 Penalty: 3844.223145
	Iteration 18Q: 3 clusters Score -1.608149e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 132026 members 
Entering Unmasked Estep 
Score: -16081284.000000 Penalty: 3844.223145
	Iteration 19Q: 3 clusters Score -1.608128e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 132310 members 
Entering Unmasked Estep 
Score: -16081788.000000 Penalty: 3844.223145
	Iteration 20F: 3 clusters Score -1.608179e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 133554 members 
Entering Unmasked Estep 
Score: -16081368.000000 Penalty: 3844.223145
	Iteration 21Q: 3 clusters Score -1.608137e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 134323 members 
Entering Unmasked Estep 
Score: -16081011.000000 Penalty: 3844.223145
	Iteration 22Q: 3 clusters Score -1.608101e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 134822 members 
Entering Unmasked Estep 
Score: -16080784.000000 Penalty: 3844.223145
	Iteration 23Q: 3 clusters Score -1.608078e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 135181 members 
Entering Unmasked Estep 
Score: -16080574.000000 Penalty: 3844.223145
	Iteration 24Q: 3 clusters Score -1.608057e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 135395 members 
Entering Unmasked Estep 
Score: -16080405.000000 Penalty: 3844.223145
	Iteration 25Q: 3 clusters Score -1.60804e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 135562 members 
Entering Unmasked Estep 
Score: -16080297.000000 Penalty: 3844.223145
	Iteration 26Q: 3 clusters Score -1.60803e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 135681 members 
Entering Unmasked Estep 
Score: -16080226.000000 Penalty: 3844.223145
	Iteration 27Q: 3 clusters Score -1.608023e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 135766 members 
Entering Unmasked Estep 
Score: -16080166.000000 Penalty: 3844.223145
	Iteration 28Q: 3 clusters Score -1.608017e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 135829 members 
Entering Unmasked Estep 
Score: -16080120.000000 Penalty: 3844.223145
	Iteration 29Q: 3 clusters Score -1.608012e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 135891 members 
Entering Unmasked Estep 
Score: -16080087.000000 Penalty: 3844.223145
	Iteration 30Q: 3 clusters Score -1.608009e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 135928 members 
Entering Unmasked Estep 
Score: -16080090.000000 Penalty: 3844.223145
	Iteration 31Q: 3 clusters Score -1.608009e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 135968 members 
Entering Unmasked Estep 
Score: -16080062.000000 Penalty: 3844.223145
	Iteration 32Q: 3 clusters Score -1.608006e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 135992 members 
Entering Unmasked Estep 
Score: -16080020.000000 Penalty: 3844.223145
	Iteration 33Q: 3 clusters Score -1.608002e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 136011 members 
Entering Unmasked Estep 
Score: -16079988.000000 Penalty: 3844.223145
	Iteration 34Q: 3 clusters Score -1.607999e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 136029 members 
Entering Unmasked Estep 
Score: -16079983.000000 Penalty: 3844.223145
	Iteration 35Q: 3 clusters Score -1.607998e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 136043 members 
Entering Unmasked Estep 
Score: -16079973.000000 Penalty: 3844.223145
	Iteration 36Q: 3 clusters Score -1.607997e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 136056 members 
Entering Unmasked Estep 
Score: -16079960.000000 Penalty: 3844.223145
	Iteration 37Q: 3 clusters Score -1.607996e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 136064 members 
Entering Unmasked Estep 
Score: -16079967.000000 Penalty: 3844.223145
	Iteration 38Q: 3 clusters Score -1.607997e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 136069 members 
Entering Unmasked Estep 
Score: -16079971.000000 Penalty: 3844.223145
	Iteration 39Q: 3 clusters Score -1.607997e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 136076 members 
Entering Unmasked Estep 
Score: -16079964.000000 Penalty: 3844.223145
	Iteration 40F: 3 clusters Score -1.607996e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 136084 members 
Entering Unmasked Estep 
Score: -16079949.000000 Penalty: 3844.223145
	Iteration 41Q: 3 clusters Score -1.607995e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 136089 members 
Entering Unmasked Estep 
Score: -16079940.000000 Penalty: 3844.223145
	Iteration 42Q: 3 clusters Score -1.607994e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 136094 members 
Entering Unmasked Estep 
Score: -16079951.000000 Penalty: 3844.223145
	Iteration 43Q: 3 clusters Score -1.607995e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 136099 members 
Entering Unmasked Estep 
Score: -16079944.000000 Penalty: 3844.223145
	Iteration 44Q: 3 clusters Score -1.607994e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 136107 members 
Entering Unmasked Estep 
Score: -16079941.000000 Penalty: 3844.223145
	Iteration 45Q: 3 clusters Score -1.607994e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 136114 members 
Entering Unmasked Estep 
Score: -16079923.000000 Penalty: 3844.223145
	Iteration 46Q: 3 clusters Score -1.607992e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 136118 members 
Entering Unmasked Estep 
Score: -16079921.000000 Penalty: 3844.223145
	Iteration 47Q: 3 clusters Score -1.607992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 136123 members 
Entering Unmasked Estep 
Score: -16079917.000000 Penalty: 3844.223145
	Iteration 48Q: 3 clusters Score -1.607992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 136125 members 
Entering Unmasked Estep 
Score: -16079922.000000 Penalty: 3844.223145
	Iteration 49Q: 3 clusters Score -1.607992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 136130 members 
Entering Unmasked Estep 
Score: -16079916.000000 Penalty: 3844.223145
	Iteration 50Q: 3 clusters Score -1.607992e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 136132 members 
Entering Unmasked Estep 
Score: -16079919.000000 Penalty: 3844.223145
	Iteration 51Q: 3 clusters Score -1.607992e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 136136 members 
Entering Unmasked Estep 
Score: -16079911.000000 Penalty: 3844.223145
	Iteration 52Q: 3 clusters Score -1.607991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 136138 members 
Entering Unmasked Estep 
Score: -16079913.000000 Penalty: 3844.223145
	Iteration 53Q: 3 clusters Score -1.607991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 136138 members 
Entering Unmasked Estep 
Score: -16079907.000000 Penalty: 3844.223145
	Iteration 54Q: 3 clusters Score -1.607991e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 136141 members 
Entering Unmasked Estep 
Score: -16079912.000000 Penalty: 3844.223145
	Iteration 55Q: 3 clusters Score -1.607991e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 136141 members 
Entering Unmasked Estep 
Score: -16079912.000000 Penalty: 3844.223145
	Iteration 56F: 3 clusters Score -1.607991e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (77047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77047 members 
Entering Unmasked Estep 
Score: -8844588.000000 Penalty: 1828.477661
	Iteration 0F: 2 clusters Score -8844588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38653 members 
Mstep: Class 2 contains 38394 members 
Entering Unmasked Estep 
Score: -8793032.000000 Penalty: 3656.955322
	Iteration 0F: 3 clusters Score -8793032 nChanged 36696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40685 members 
Mstep: Class 2 contains 36362 members 
Entering Unmasked Estep 
Score: -8814677.000000 Penalty: 3656.955322
	Iteration 1F: 3 clusters Score -8814677 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41766 members 
Mstep: Class 2 contains 35281 members 
Entering Unmasked Estep 
Score: -8815392.000000 Penalty: 3656.955322
	Iteration 2Q: 3 clusters Score -8815392 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43375 members 
Mstep: Class 2 contains 33672 members 
Entering Unmasked Estep 
Score: -8816311.000000 Penalty: 3656.955322
	Iteration 3Q: 3 clusters Score -8816311 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45795 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -8817664.000000 Penalty: 3656.955322
	Iteration 4Q: 3 clusters Score -8817664 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49210 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -8819938.000000 Penalty: 3656.955322
	Iteration 5F: 3 clusters Score -8819938 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53665 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -8823264.000000 Penalty: 3656.955322
	Iteration 6F: 3 clusters Score -8823264 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58757 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -8827567.000000 Penalty: 3656.955322
	Iteration 7F: 3 clusters Score -8827567 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63716 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -8832183.000000 Penalty: 3656.955322
	Iteration 8F: 3 clusters Score -8832183 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67682 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -8835935.000000 Penalty: 3656.955322
	Iteration 9F: 3 clusters Score -8835935 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70351 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -8838397.000000 Penalty: 3656.955322
	Iteration 10Q: 3 clusters Score -8838397 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72159 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -8840084.000000 Penalty: 3656.955322
	Iteration 11Q: 3 clusters Score -8840084 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73312 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -8841053.000000 Penalty: 3656.955322
	Iteration 12Q: 3 clusters Score -8841053 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74095 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -8841764.000000 Penalty: 3656.955322
	Iteration 13Q: 3 clusters Score -8841764 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74616 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -8842370.000000 Penalty: 3656.955322
	Iteration 14Q: 3 clusters Score -8842370 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74963 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -8842813.000000 Penalty: 3656.955322
	Iteration 15Q: 3 clusters Score -8842813 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75173 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -8843185.000000 Penalty: 3656.955322
	Iteration 16Q: 3 clusters Score -8843185 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75264 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -8843476.000000 Penalty: 3656.955322
	Iteration 17Q: 3 clusters Score -8843476 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75311 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -8843633.000000 Penalty: 3656.955322
	Iteration 18Q: 3 clusters Score -8843633 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75338 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -8843752.000000 Penalty: 3656.955322
	Iteration 19Q: 3 clusters Score -8843752 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75363 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -8843880.000000 Penalty: 3656.955322
	Iteration 20F: 3 clusters Score -8843880 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75356 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -8843982.000000 Penalty: 3656.955322
	Iteration 21Q: 3 clusters Score -8843982 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75315 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -8844094.000000 Penalty: 3656.955322
	Iteration 22Q: 3 clusters Score -8844094 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75271 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -8844182.000000 Penalty: 3656.955322
	Iteration 23Q: 3 clusters Score -8844182 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75237 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -8844226.000000 Penalty: 3656.955322
	Iteration 24Q: 3 clusters Score -8844226 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75193 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -8844286.000000 Penalty: 3656.955322
	Iteration 25Q: 3 clusters Score -8844286 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75143 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -8844311.000000 Penalty: 3656.955322
	Iteration 26Q: 3 clusters Score -8844311 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75092 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -8844351.000000 Penalty: 3656.955322
	Iteration 27Q: 3 clusters Score -8844351 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75049 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -8844343.000000 Penalty: 3656.955322
	Iteration 28Q: 3 clusters Score -8844343 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75011 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -8844367.000000 Penalty: 3656.955322
	Iteration 29Q: 3 clusters Score -8844367 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74982 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -8844372.000000 Penalty: 3656.955322
	Iteration 30Q: 3 clusters Score -8844372 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74963 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -8844389.000000 Penalty: 3656.955322
	Iteration 31Q: 3 clusters Score -8844389 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74937 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -8844384.000000 Penalty: 3656.955322
	Iteration 32Q: 3 clusters Score -8844384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74920 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -8844391.000000 Penalty: 3656.955322
	Iteration 33Q: 3 clusters Score -8844391 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74903 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -8844389.000000 Penalty: 3656.955322
	Iteration 34Q: 3 clusters Score -8844389 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74891 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -8844393.000000 Penalty: 3656.955322
	Iteration 35Q: 3 clusters Score -8844393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74880 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -8844391.000000 Penalty: 3656.955322
	Iteration 36Q: 3 clusters Score -8844391 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74873 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -8844396.000000 Penalty: 3656.955322
	Iteration 37Q: 3 clusters Score -8844396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74867 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -8844397.000000 Penalty: 3656.955322
	Iteration 38Q: 3 clusters Score -8844397 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74860 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -8844394.000000 Penalty: 3656.955322
	Iteration 39Q: 3 clusters Score -8844394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74851 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -8844415.000000 Penalty: 3656.955322
	Iteration 40F: 3 clusters Score -8844415 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74828 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -8844427.000000 Penalty: 3656.955322
	Iteration 41Q: 3 clusters Score -8844427 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74800 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -8844422.000000 Penalty: 3656.955322
	Iteration 42Q: 3 clusters Score -8844422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74781 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -8844412.000000 Penalty: 3656.955322
	Iteration 43Q: 3 clusters Score -8844412 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74768 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -8844414.000000 Penalty: 3656.955322
	Iteration 44Q: 3 clusters Score -8844414 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74756 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -8844431.000000 Penalty: 3656.955322
	Iteration 45Q: 3 clusters Score -8844431 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74745 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -8844429.000000 Penalty: 3656.955322
	Iteration 46Q: 3 clusters Score -8844429 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74734 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -8844432.000000 Penalty: 3656.955322
	Iteration 47Q: 3 clusters Score -8844432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74728 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -8844441.000000 Penalty: 3656.955322
	Iteration 48Q: 3 clusters Score -8844441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74725 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -8844448.000000 Penalty: 3656.955322
	Iteration 49Q: 3 clusters Score -8844448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74718 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -8844450.000000 Penalty: 3656.955322
	Iteration 50Q: 3 clusters Score -8844450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74707 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -8844447.000000 Penalty: 3656.955322
	Iteration 51Q: 3 clusters Score -8844447 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74694 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -8844454.000000 Penalty: 3656.955322
	Iteration 52Q: 3 clusters Score -8844454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74680 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -8844456.000000 Penalty: 3656.955322
	Iteration 53Q: 3 clusters Score -8844456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74667 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -8844471.000000 Penalty: 3656.955322
	Iteration 54Q: 3 clusters Score -8844471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74661 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -8844474.000000 Penalty: 3656.955322
	Iteration 55Q: 3 clusters Score -8844474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74655 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -8844463.000000 Penalty: 3656.955322
	Iteration 56Q: 3 clusters Score -8844463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74650 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -8844465.000000 Penalty: 3656.955322
	Iteration 57Q: 3 clusters Score -8844465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74643 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -8844472.000000 Penalty: 3656.955322
	Iteration 58Q: 3 clusters Score -8844472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74634 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -8844470.000000 Penalty: 3656.955322
	Iteration 59Q: 3 clusters Score -8844470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74629 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -8844469.000000 Penalty: 3656.955322
	Iteration 60F: 3 clusters Score -8844469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74621 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -8844470.000000 Penalty: 3656.955322
	Iteration 61Q: 3 clusters Score -8844470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74616 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -8844464.000000 Penalty: 3656.955322
	Iteration 62Q: 3 clusters Score -8844464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74614 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -8844469.000000 Penalty: 3656.955322
	Iteration 63Q: 3 clusters Score -8844469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74612 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -8844473.000000 Penalty: 3656.955322
	Iteration 64Q: 3 clusters Score -8844473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74609 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -8844479.000000 Penalty: 3656.955322
	Iteration 65Q: 3 clusters Score -8844479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74606 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -8844475.000000 Penalty: 3656.955322
	Iteration 66Q: 3 clusters Score -8844475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74602 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -8844473.000000 Penalty: 3656.955322
	Iteration 67Q: 3 clusters Score -8844473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74599 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -8844472.000000 Penalty: 3656.955322
	Iteration 68Q: 3 clusters Score -8844472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74596 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -8844469.000000 Penalty: 3656.955322
	Iteration 69Q: 3 clusters Score -8844469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74594 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -8844469.000000 Penalty: 3656.955322
	Iteration 70Q: 3 clusters Score -8844469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74593 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -8844472.000000 Penalty: 3656.955322
	Iteration 71Q: 3 clusters Score -8844472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74591 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -8844477.000000 Penalty: 3656.955322
	Iteration 72Q: 3 clusters Score -8844477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74589 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -8844470.000000 Penalty: 3656.955322
	Iteration 73Q: 3 clusters Score -8844470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74588 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -8844475.000000 Penalty: 3656.955322
	Iteration 74Q: 3 clusters Score -8844475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74588 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -8844475.000000 Penalty: 3656.955322
	Iteration 75F: 3 clusters Score -8844475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Entering Unmasked Estep 
Score: -463991.593750 Penalty: 1369.857178
	Iteration 0F: 2 clusters Score -463991.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -460433.218750 Penalty: 2739.714355
	Iteration 0F: 3 clusters Score -460433.2 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -461872.437500 Penalty: 2739.714355
	Iteration 1F: 3 clusters Score -461872.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -462271.156250 Penalty: 2739.714355
	Iteration 2F: 3 clusters Score -462271.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -462744.093750 Penalty: 2739.714355
	Iteration 3F: 3 clusters Score -462744.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -463302.718750 Penalty: 2739.714355
	Iteration 4F: 3 clusters Score -463302.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -463819.375000 Penalty: 2739.714355
	Iteration 5F: 3 clusters Score -463819.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -464652.312500 Penalty: 2739.714355
	Iteration 6F: 3 clusters Score -464652.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -465552.218750 Penalty: 2739.714355
	Iteration 7F: 3 clusters Score -465552.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -466056.000000 Penalty: 2739.714355
	Iteration 8F: 3 clusters Score -466056 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -466343.406250 Penalty: 2739.714355
	Iteration 9Q: 3 clusters Score -466343.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -466620.906250 Penalty: 2739.714355
	Iteration 10Q: 3 clusters Score -466620.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -466846.937500 Penalty: 2739.714355
	Iteration 11Q: 3 clusters Score -466846.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -466955.062500 Penalty: 2739.714355
	Iteration 12Q: 3 clusters Score -466955.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -467032.343750 Penalty: 2739.714355
	Iteration 13Q: 3 clusters Score -467032.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -467056.875000 Penalty: 2739.714355
	Iteration 14Q: 3 clusters Score -467056.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -467063.187500 Penalty: 2739.714355
	Iteration 15Q: 3 clusters Score -467063.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -467065.843750 Penalty: 2739.714355
	Iteration 16Q: 3 clusters Score -467065.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -467065.343750 Penalty: 2739.714355
	Iteration 17Q: 3 clusters Score -467065.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -467215.781250 Penalty: 2739.714355
	Iteration 18F: 3 clusters Score -467215.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -467450.687500 Penalty: 2739.714355
	Iteration 19Q: 3 clusters Score -467450.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -467580.968750 Penalty: 2739.714355
	Iteration 20F: 3 clusters Score -467581 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -467598.531250 Penalty: 2739.714355
	Iteration 21Q: 3 clusters Score -467598.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -467609.843750 Penalty: 2739.714355
	Iteration 22Q: 3 clusters Score -467609.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -467619.500000 Penalty: 2739.714355
	Iteration 23Q: 3 clusters Score -467619.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -467623.250000 Penalty: 2739.714355
	Iteration 24Q: 3 clusters Score -467623.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -467623.781250 Penalty: 2739.714355
	Iteration 25Q: 3 clusters Score -467623.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -467625.968750 Penalty: 2739.714355
	Iteration 26Q: 3 clusters Score -467626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -467626.312500 Penalty: 2739.714355
	Iteration 27Q: 3 clusters Score -467626.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -467626.312500 Penalty: 2739.714355
	Iteration 28F: 3 clusters Score -467626.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 198446 members 
Mstep: Class 3 contains 95947 members 
Mstep: Class 4 contains 752 members 
Mstep: Class 5 contains 8604 members 
Mstep: Class 6 contains 90594 members 
Mstep: Class 7 contains 107492 members 
Mstep: Class 8 contains 37236 members 
Mstep: Class 9 contains 18116 members 
Mstep: Class 10 contains 15529 members 
Mstep: Class 11 contains 137088 members 
Mstep: Class 12 contains 77047 members 
Mstep: Class 13 contains 3543 members 
Mstep: Class 14 contains 2391 members 
Mstep: Class 15 contains 8844 members 
Mstep: Class 16 contains 217267 members 
Mstep: Class 17 contains 1517 members 
Mstep: Class 18 contains 1744 members 
Mstep: Class 19 contains 224249 members 
Mstep: Class 20 contains 45196 members 
Mstep: Class 21 contains 762 members 
Mstep: Class 22 contains 163061 members 
Mstep: Class 23 contains 9746 members 
Mstep: Class 24 contains 94533 members 
Mstep: Class 25 contains 107684 members 
Mstep: Class 26 contains 45910 members 
Mstep: Class 27 contains 1039 members 
Entering Unmasked Estep 
Score: -194342736.000000 Penalty: 63002.347656
Splitting cluster 13 changes total score from -194285360.000000 to -194342736.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 14 (2391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Entering Unmasked Estep 
Score: -228604.875000 Penalty: 1264.163452
	Iteration 0F: 2 clusters Score -228604.9 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 1245 members 
Entering Unmasked Estep 
Score: -226453.578125 Penalty: 2528.326904
	Iteration 0F: 3 clusters Score -226453.6 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -227949.281250 Penalty: 2528.326904
	Iteration 1F: 3 clusters Score -227949.3 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -229636.218750 Penalty: 2528.326904
	Iteration 2F: 3 clusters Score -229636.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -230671.656250 Penalty: 2528.326904
	Iteration 3F: 3 clusters Score -230671.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -231053.578125 Penalty: 2528.326904
	Iteration 4F: 3 clusters Score -231053.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -231197.375000 Penalty: 2528.326904
	Iteration 5Q: 3 clusters Score -231197.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -231288.562500 Penalty: 2528.326904
	Iteration 6Q: 3 clusters Score -231288.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -231349.953125 Penalty: 2528.326904
	Iteration 7Q: 3 clusters Score -231350 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -231384.671875 Penalty: 2528.326904
	Iteration 8Q: 3 clusters Score -231384.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -231428.062500 Penalty: 2528.326904
	Iteration 9Q: 3 clusters Score -231428.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -231447.609375 Penalty: 2528.326904
	Iteration 10Q: 3 clusters Score -231447.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -231454.203125 Penalty: 2528.326904
	Iteration 11Q: 3 clusters Score -231454.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -231458.656250 Penalty: 2528.326904
	Iteration 12Q: 3 clusters Score -231458.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -231462.609375 Penalty: 2528.326904
	Iteration 13Q: 3 clusters Score -231462.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -231462.609375 Penalty: 2528.326904
	Iteration 14F: 3 clusters Score -231462.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 198446 members 
Mstep: Class 3 contains 95947 members 
Mstep: Class 4 contains 752 members 
Mstep: Class 5 contains 8604 members 
Mstep: Class 6 contains 90594 members 
Mstep: Class 7 contains 107492 members 
Mstep: Class 8 contains 37236 members 
Mstep: Class 9 contains 18116 members 
Mstep: Class 10 contains 15529 members 
Mstep: Class 11 contains 137088 members 
Mstep: Class 12 contains 77047 members 
Mstep: Class 13 contains 3543 members 
Mstep: Class 14 contains 759 members 
Mstep: Class 15 contains 8844 members 
Mstep: Class 16 contains 217267 members 
Mstep: Class 17 contains 1517 members 
Mstep: Class 18 contains 1744 members 
Mstep: Class 19 contains 224249 members 
Mstep: Class 20 contains 45196 members 
Mstep: Class 21 contains 762 members 
Mstep: Class 22 contains 163061 members 
Mstep: Class 23 contains 9746 members 
Mstep: Class 24 contains 94533 members 
Mstep: Class 25 contains 107684 members 
Mstep: Class 26 contains 45910 members 
Mstep: Class 27 contains 1039 members 
Mstep: Class 28 contains 1632 members 
Entering Unmasked Estep 
Score: -194341296.000000 Penalty: 65335.769531
Splitting cluster 14 changes total score from -194285360.000000 to -194341296.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 15 (8844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Entering Unmasked Estep 
Score: -909917.375000 Penalty: 1476.717896
	Iteration 0F: 2 clusters Score -909917.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -903590.812500 Penalty: 2953.435791
	Iteration 0F: 3 clusters Score -903590.8 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -905924.687500 Penalty: 2953.435791
	Iteration 1F: 3 clusters Score -905924.7 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -906820.187500 Penalty: 2953.435791
	Iteration 2F: 3 clusters Score -906820.2 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -908056.062500 Penalty: 2953.435791
	Iteration 3F: 3 clusters Score -908056.1 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -909133.437500 Penalty: 2953.435791
	Iteration 4F: 3 clusters Score -909133.4 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -909800.875000 Penalty: 2953.435791
	Iteration 5F: 3 clusters Score -909800.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -910147.500000 Penalty: 2953.435791
	Iteration 6F: 3 clusters Score -910147.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -910303.500000 Penalty: 2953.435791
	Iteration 7Q: 3 clusters Score -910303.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -910388.875000 Penalty: 2953.435791
	Iteration 8Q: 3 clusters Score -910388.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -910426.312500 Penalty: 2953.435791
	Iteration 9Q: 3 clusters Score -910426.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -910453.500000 Penalty: 2953.435791
	Iteration 10Q: 3 clusters Score -910453.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -910473.000000 Penalty: 2953.435791
	Iteration 11Q: 3 clusters Score -910473 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -910484.625000 Penalty: 2953.435791
	Iteration 12Q: 3 clusters Score -910484.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -910495.812500 Penalty: 2953.435791
	Iteration 13Q: 3 clusters Score -910495.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -910504.812500 Penalty: 2953.435791
	Iteration 14Q: 3 clusters Score -910504.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -910511.312500 Penalty: 2953.435791
	Iteration 15Q: 3 clusters Score -910511.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -910517.250000 Penalty: 2953.435791
	Iteration 16Q: 3 clusters Score -910517.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -910522.937500 Penalty: 2953.435791
	Iteration 17Q: 3 clusters Score -910522.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -910532.437500 Penalty: 2953.435791
	Iteration 18Q: 3 clusters Score -910532.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -910539.750000 Penalty: 2953.435791
	Iteration 19Q: 3 clusters Score -910539.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -910544.062500 Penalty: 2953.435791
	Iteration 20F: 3 clusters Score -910544.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -910547.562500 Penalty: 2953.435791
	Iteration 21Q: 3 clusters Score -910547.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -910552.750000 Penalty: 2953.435791
	Iteration 22Q: 3 clusters Score -910552.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -910559.375000 Penalty: 2953.435791
	Iteration 23Q: 3 clusters Score -910559.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -910566.000000 Penalty: 2953.435791
	Iteration 24Q: 3 clusters Score -910566 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -910575.750000 Penalty: 2953.435791
	Iteration 25Q: 3 clusters Score -910575.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -910578.375000 Penalty: 2953.435791
	Iteration 26Q: 3 clusters Score -910578.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -910583.000000 Penalty: 2953.435791
	Iteration 27Q: 3 clusters Score -910583 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -910585.312500 Penalty: 2953.435791
	Iteration 28Q: 3 clusters Score -910585.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -910587.750000 Penalty: 2953.435791
	Iteration 29Q: 3 clusters Score -910587.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -910589.187500 Penalty: 2953.435791
	Iteration 30Q: 3 clusters Score -910589.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -910589.937500 Penalty: 2953.435791
	Iteration 31Q: 3 clusters Score -910589.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -910592.437500 Penalty: 2953.435791
	Iteration 32Q: 3 clusters Score -910592.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -910593.000000 Penalty: 2953.435791
	Iteration 33Q: 3 clusters Score -910593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -910594.562500 Penalty: 2953.435791
	Iteration 34Q: 3 clusters Score -910594.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -910597.000000 Penalty: 2953.435791
	Iteration 35Q: 3 clusters Score -910597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -910601.625000 Penalty: 2953.435791
	Iteration 36Q: 3 clusters Score -910601.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -910604.562500 Penalty: 2953.435791
	Iteration 37Q: 3 clusters Score -910604.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -910606.687500 Penalty: 2953.435791
	Iteration 38Q: 3 clusters Score -910606.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -910608.250000 Penalty: 2953.435791
	Iteration 39Q: 3 clusters Score -910608.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -910606.437500 Penalty: 2953.435791
	Iteration 40F: 3 clusters Score -910606.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -910606.750000 Penalty: 2953.435791
	Iteration 41Q: 3 clusters Score -910606.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -910608.437500 Penalty: 2953.435791
	Iteration 42Q: 3 clusters Score -910608.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -910609.187500 Penalty: 2953.435791
	Iteration 43Q: 3 clusters Score -910609.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -910611.687500 Penalty: 2953.435791
	Iteration 44Q: 3 clusters Score -910611.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -910613.312500 Penalty: 2953.435791
	Iteration 45Q: 3 clusters Score -910613.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -910615.000000 Penalty: 2953.435791
	Iteration 46Q: 3 clusters Score -910615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -910614.937500 Penalty: 2953.435791
	Iteration 47Q: 3 clusters Score -910614.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -910614.375000 Penalty: 2953.435791
	Iteration 48Q: 3 clusters Score -910614.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -910614.312500 Penalty: 2953.435791
	Iteration 49Q: 3 clusters Score -910614.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -910614.625000 Penalty: 2953.435791
	Iteration 50Q: 3 clusters Score -910614.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -910613.625000 Penalty: 2953.435791
	Iteration 51Q: 3 clusters Score -910613.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -910613.625000 Penalty: 2953.435791
	Iteration 52F: 3 clusters Score -910613.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 198446 members 
Mstep: Class 3 contains 95947 members 
Mstep: Class 4 contains 752 members 
Mstep: Class 5 contains 8604 members 
Mstep: Class 6 contains 90594 members 
Mstep: Class 7 contains 107492 members 
Mstep: Class 8 contains 37236 members 
Mstep: Class 9 contains 18116 members 
Mstep: Class 10 contains 15529 members 
Mstep: Class 11 contains 137088 members 
Mstep: Class 12 contains 77047 members 
Mstep: Class 13 contains 3543 members 
Mstep: Class 14 contains 759 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 217267 members 
Mstep: Class 17 contains 1517 members 
Mstep: Class 18 contains 1744 members 
Mstep: Class 19 contains 224249 members 
Mstep: Class 20 contains 45196 members 
Mstep: Class 21 contains 762 members 
Mstep: Class 22 contains 163061 members 
Mstep: Class 23 contains 9746 members 
Mstep: Class 24 contains 94533 members 
Mstep: Class 25 contains 107684 members 
Mstep: Class 26 contains 45910 members 
Mstep: Class 27 contains 1039 members 
Mstep: Class 28 contains 1632 members 
Mstep: Class 29 contains 7863 members 
Entering Unmasked Estep 
Score: -194342000.000000 Penalty: 67669.187500
Splitting cluster 15 changes total score from -194285360.000000 to -194342000.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 16 (217267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217267 members 
Entering Unmasked Estep 
Score: -25706924.000000 Penalty: 1996.943359
	Iteration 0F: 2 clusters Score -2.570692e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108898 members 
Mstep: Class 2 contains 108369 members 
Entering Unmasked Estep 
Score: -25619586.000000 Penalty: 3993.886719
	Iteration 0F: 3 clusters Score -2.561959e+07 nChanged 105499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108223 members 
Mstep: Class 2 contains 109044 members 
Entering Unmasked Estep 
Score: -25681908.000000 Penalty: 3993.886719
	Iteration 1F: 3 clusters Score -2.568191e+07 nChanged 9153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106814 members 
Mstep: Class 2 contains 110453 members 
Entering Unmasked Estep 
Score: -25683392.000000 Penalty: 3993.886719
	Iteration 2Q: 3 clusters Score -2.568339e+07 nChanged 8933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106679 members 
Mstep: Class 2 contains 110588 members 
Entering Unmasked Estep 
Score: -25685416.000000 Penalty: 3993.886719
	Iteration 3Q: 3 clusters Score -2.568542e+07 nChanged 9662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107743 members 
Mstep: Class 2 contains 109524 members 
Entering Unmasked Estep 
Score: -25688450.000000 Penalty: 3993.886719
	Iteration 4Q: 3 clusters Score -2.568845e+07 nChanged 11168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109785 members 
Mstep: Class 2 contains 107482 members 
Entering Unmasked Estep 
Score: -25693740.000000 Penalty: 3993.886719
	Iteration 5F: 3 clusters Score -2.569374e+07 nChanged 13373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112470 members 
Mstep: Class 2 contains 104797 members 
Entering Unmasked Estep 
Score: -25702962.000000 Penalty: 3993.886719
	Iteration 6F: 3 clusters Score -2.570296e+07 nChanged 15375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115069 members 
Mstep: Class 2 contains 102198 members 
Entering Unmasked Estep 
Score: -25714724.000000 Penalty: 3993.886719
	Iteration 7F: 3 clusters Score -2.571472e+07 nChanged 14140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116801 members 
Mstep: Class 2 contains 100466 members 
Entering Unmasked Estep 
Score: -25722862.000000 Penalty: 3993.886719
	Iteration 8F: 3 clusters Score -2.572286e+07 nChanged 9283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117668 members 
Mstep: Class 2 contains 99599 members 
Entering Unmasked Estep 
Score: -25725312.000000 Penalty: 3993.886719
	Iteration 9Q: 3 clusters Score -2.572531e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117833 members 
Mstep: Class 2 contains 99434 members 
Entering Unmasked Estep 
Score: -25726052.000000 Penalty: 3993.886719
	Iteration 10Q: 3 clusters Score -2.572605e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117546 members 
Mstep: Class 2 contains 99721 members 
Entering Unmasked Estep 
Score: -25726536.000000 Penalty: 3993.886719
	Iteration 11Q: 3 clusters Score -2.572654e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116958 members 
Mstep: Class 2 contains 100309 members 
Entering Unmasked Estep 
Score: -25726812.000000 Penalty: 3993.886719
	Iteration 12Q: 3 clusters Score -2.572681e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116252 members 
Mstep: Class 2 contains 101015 members 
Entering Unmasked Estep 
Score: -25727194.000000 Penalty: 3993.886719
	Iteration 13Q: 3 clusters Score -2.572719e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115649 members 
Mstep: Class 2 contains 101618 members 
Entering Unmasked Estep 
Score: -25727666.000000 Penalty: 3993.886719
	Iteration 14Q: 3 clusters Score -2.572767e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115261 members 
Mstep: Class 2 contains 102006 members 
Entering Unmasked Estep 
Score: -25728172.000000 Penalty: 3993.886719
	Iteration 15Q: 3 clusters Score -2.572817e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115028 members 
Mstep: Class 2 contains 102239 members 
Entering Unmasked Estep 
Score: -25728508.000000 Penalty: 3993.886719
	Iteration 16Q: 3 clusters Score -2.572851e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115075 members 
Mstep: Class 2 contains 102192 members 
Entering Unmasked Estep 
Score: -25728750.000000 Penalty: 3993.886719
	Iteration 17Q: 3 clusters Score -2.572875e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115231 members 
Mstep: Class 2 contains 102036 members 
Entering Unmasked Estep 
Score: -25729020.000000 Penalty: 3993.886719
	Iteration 18Q: 3 clusters Score -2.572902e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115497 members 
Mstep: Class 2 contains 101770 members 
Entering Unmasked Estep 
Score: -25729344.000000 Penalty: 3993.886719
	Iteration 19Q: 3 clusters Score -2.572934e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115887 members 
Mstep: Class 2 contains 101380 members 
Entering Unmasked Estep 
Score: -25729958.000000 Penalty: 3993.886719
	Iteration 20F: 3 clusters Score -2.572996e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116350 members 
Mstep: Class 2 contains 100917 members 
Entering Unmasked Estep 
Score: -25730488.000000 Penalty: 3993.886719
	Iteration 21Q: 3 clusters Score -2.573049e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116836 members 
Mstep: Class 2 contains 100431 members 
Entering Unmasked Estep 
Score: -25730900.000000 Penalty: 3993.886719
	Iteration 22Q: 3 clusters Score -2.57309e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117349 members 
Mstep: Class 2 contains 99918 members 
Entering Unmasked Estep 
Score: -25731412.000000 Penalty: 3993.886719
	Iteration 23Q: 3 clusters Score -2.573141e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117869 members 
Mstep: Class 2 contains 99398 members 
Entering Unmasked Estep 
Score: -25731776.000000 Penalty: 3993.886719
	Iteration 24Q: 3 clusters Score -2.573178e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118349 members 
Mstep: Class 2 contains 98918 members 
Entering Unmasked Estep 
Score: -25732052.000000 Penalty: 3993.886719
	Iteration 25Q: 3 clusters Score -2.573205e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118779 members 
Mstep: Class 2 contains 98488 members 
Entering Unmasked Estep 
Score: -25732484.000000 Penalty: 3993.886719
	Iteration 26Q: 3 clusters Score -2.573248e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119190 members 
Mstep: Class 2 contains 98077 members 
Entering Unmasked Estep 
Score: -25732828.000000 Penalty: 3993.886719
	Iteration 27Q: 3 clusters Score -2.573283e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119528 members 
Mstep: Class 2 contains 97739 members 
Entering Unmasked Estep 
Score: -25733070.000000 Penalty: 3993.886719
	Iteration 28Q: 3 clusters Score -2.573307e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119832 members 
Mstep: Class 2 contains 97435 members 
Entering Unmasked Estep 
Score: -25733480.000000 Penalty: 3993.886719
	Iteration 29Q: 3 clusters Score -2.573348e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120040 members 
Mstep: Class 2 contains 97227 members 
Entering Unmasked Estep 
Score: -25733686.000000 Penalty: 3993.886719
	Iteration 30Q: 3 clusters Score -2.573369e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120214 members 
Mstep: Class 2 contains 97053 members 
Entering Unmasked Estep 
Score: -25733934.000000 Penalty: 3993.886719
	Iteration 31Q: 3 clusters Score -2.573393e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120322 members 
Mstep: Class 2 contains 96945 members 
Entering Unmasked Estep 
Score: -25734152.000000 Penalty: 3993.886719
	Iteration 32Q: 3 clusters Score -2.573415e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120432 members 
Mstep: Class 2 contains 96835 members 
Entering Unmasked Estep 
Score: -25734372.000000 Penalty: 3993.886719
	Iteration 33Q: 3 clusters Score -2.573437e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120442 members 
Mstep: Class 2 contains 96825 members 
Entering Unmasked Estep 
Score: -25734606.000000 Penalty: 3993.886719
	Iteration 34Q: 3 clusters Score -2.573461e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120334 members 
Mstep: Class 2 contains 96933 members 
Entering Unmasked Estep 
Score: -25734682.000000 Penalty: 3993.886719
	Iteration 35Q: 3 clusters Score -2.573468e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120215 members 
Mstep: Class 2 contains 97052 members 
Entering Unmasked Estep 
Score: -25734766.000000 Penalty: 3993.886719
	Iteration 36Q: 3 clusters Score -2.573477e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120240 members 
Mstep: Class 2 contains 97027 members 
Entering Unmasked Estep 
Score: -25734928.000000 Penalty: 3993.886719
	Iteration 37Q: 3 clusters Score -2.573493e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120225 members 
Mstep: Class 2 contains 97042 members 
Entering Unmasked Estep 
Score: -25734978.000000 Penalty: 3993.886719
	Iteration 38Q: 3 clusters Score -2.573498e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120281 members 
Mstep: Class 2 contains 96986 members 
Entering Unmasked Estep 
Score: -25735170.000000 Penalty: 3993.886719
	Iteration 39Q: 3 clusters Score -2.573517e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120349 members 
Mstep: Class 2 contains 96918 members 
Entering Unmasked Estep 
Score: -25735300.000000 Penalty: 3993.886719
	Iteration 40F: 3 clusters Score -2.57353e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120391 members 
Mstep: Class 2 contains 96876 members 
Entering Unmasked Estep 
Score: -25735426.000000 Penalty: 3993.886719
	Iteration 41Q: 3 clusters Score -2.573543e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120408 members 
Mstep: Class 2 contains 96859 members 
Entering Unmasked Estep 
Score: -25735498.000000 Penalty: 3993.886719
	Iteration 42Q: 3 clusters Score -2.57355e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120377 members 
Mstep: Class 2 contains 96890 members 
Entering Unmasked Estep 
Score: -25735490.000000 Penalty: 3993.886719
	Iteration 43Q: 3 clusters Score -2.573549e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120296 members 
Mstep: Class 2 contains 96971 members 
Entering Unmasked Estep 
Score: -25735700.000000 Penalty: 3993.886719
	Iteration 44Q: 3 clusters Score -2.57357e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120197 members 
Mstep: Class 2 contains 97070 members 
Entering Unmasked Estep 
Score: -25735828.000000 Penalty: 3993.886719
	Iteration 45Q: 3 clusters Score -2.573583e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120061 members 
Mstep: Class 2 contains 97206 members 
Entering Unmasked Estep 
Score: -25735918.000000 Penalty: 3993.886719
	Iteration 46Q: 3 clusters Score -2.573592e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119957 members 
Mstep: Class 2 contains 97310 members 
Entering Unmasked Estep 
Score: -25736056.000000 Penalty: 3993.886719
	Iteration 47Q: 3 clusters Score -2.573606e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119892 members 
Mstep: Class 2 contains 97375 members 
Entering Unmasked Estep 
Score: -25736272.000000 Penalty: 3993.886719
	Iteration 48Q: 3 clusters Score -2.573627e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119786 members 
Mstep: Class 2 contains 97481 members 
Entering Unmasked Estep 
Score: -25736388.000000 Penalty: 3993.886719
	Iteration 49Q: 3 clusters Score -2.573639e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119732 members 
Mstep: Class 2 contains 97535 members 
Entering Unmasked Estep 
Score: -25736450.000000 Penalty: 3993.886719
	Iteration 50Q: 3 clusters Score -2.573645e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119699 members 
Mstep: Class 2 contains 97568 members 
Entering Unmasked Estep 
Score: -25736600.000000 Penalty: 3993.886719
	Iteration 51Q: 3 clusters Score -2.57366e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119673 members 
Mstep: Class 2 contains 97594 members 
Entering Unmasked Estep 
Score: -25736654.000000 Penalty: 3993.886719
	Iteration 52Q: 3 clusters Score -2.573665e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119692 members 
Mstep: Class 2 contains 97575 members 
Entering Unmasked Estep 
Score: -25736666.000000 Penalty: 3993.886719
	Iteration 53Q: 3 clusters Score -2.573667e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119724 members 
Mstep: Class 2 contains 97543 members 
Entering Unmasked Estep 
Score: -25736758.000000 Penalty: 3993.886719
	Iteration 54Q: 3 clusters Score -2.573676e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119731 members 
Mstep: Class 2 contains 97536 members 
Entering Unmasked Estep 
Score: -25736802.000000 Penalty: 3993.886719
	Iteration 55Q: 3 clusters Score -2.57368e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119713 members 
Mstep: Class 2 contains 97554 members 
Entering Unmasked Estep 
Score: -25736856.000000 Penalty: 3993.886719
	Iteration 56Q: 3 clusters Score -2.573686e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119717 members 
Mstep: Class 2 contains 97550 members 
Entering Unmasked Estep 
Score: -25736882.000000 Penalty: 3993.886719
	Iteration 57Q: 3 clusters Score -2.573688e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119733 members 
Mstep: Class 2 contains 97534 members 
Entering Unmasked Estep 
Score: -25736892.000000 Penalty: 3993.886719
	Iteration 58Q: 3 clusters Score -2.573689e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119746 members 
Mstep: Class 2 contains 97521 members 
Entering Unmasked Estep 
Score: -25736962.000000 Penalty: 3993.886719
	Iteration 59Q: 3 clusters Score -2.573696e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119773 members 
Mstep: Class 2 contains 97494 members 
Entering Unmasked Estep 
Score: -25737040.000000 Penalty: 3993.886719
	Iteration 60F: 3 clusters Score -2.573704e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119761 members 
Mstep: Class 2 contains 97506 members 
Entering Unmasked Estep 
Score: -25737082.000000 Penalty: 3993.886719
	Iteration 61Q: 3 clusters Score -2.573708e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119744 members 
Mstep: Class 2 contains 97523 members 
Entering Unmasked Estep 
Score: -25737100.000000 Penalty: 3993.886719
	Iteration 62Q: 3 clusters Score -2.57371e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119707 members 
Mstep: Class 2 contains 97560 members 
Entering Unmasked Estep 
Score: -25737126.000000 Penalty: 3993.886719
	Iteration 63Q: 3 clusters Score -2.573713e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119655 members 
Mstep: Class 2 contains 97612 members 
Entering Unmasked Estep 
Score: -25737240.000000 Penalty: 3993.886719
	Iteration 64Q: 3 clusters Score -2.573724e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119576 members 
Mstep: Class 2 contains 97691 members 
Entering Unmasked Estep 
Score: -25737336.000000 Penalty: 3993.886719
	Iteration 65Q: 3 clusters Score -2.573734e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119500 members 
Mstep: Class 2 contains 97767 members 
Entering Unmasked Estep 
Score: -25737414.000000 Penalty: 3993.886719
	Iteration 66Q: 3 clusters Score -2.573741e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119475 members 
Mstep: Class 2 contains 97792 members 
Entering Unmasked Estep 
Score: -25737444.000000 Penalty: 3993.886719
	Iteration 67Q: 3 clusters Score -2.573744e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119484 members 
Mstep: Class 2 contains 97783 members 
Entering Unmasked Estep 
Score: -25737500.000000 Penalty: 3993.886719
	Iteration 68Q: 3 clusters Score -2.57375e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119476 members 
Mstep: Class 2 contains 97791 members 
Entering Unmasked Estep 
Score: -25737514.000000 Penalty: 3993.886719
	Iteration 69Q: 3 clusters Score -2.573751e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119447 members 
Mstep: Class 2 contains 97820 members 
Entering Unmasked Estep 
Score: -25737572.000000 Penalty: 3993.886719
	Iteration 70Q: 3 clusters Score -2.573757e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119442 members 
Mstep: Class 2 contains 97825 members 
Entering Unmasked Estep 
Score: -25737610.000000 Penalty: 3993.886719
	Iteration 71Q: 3 clusters Score -2.573761e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119420 members 
Mstep: Class 2 contains 97847 members 
Entering Unmasked Estep 
Score: -25737604.000000 Penalty: 3993.886719
	Iteration 72Q: 3 clusters Score -2.57376e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119402 members 
Mstep: Class 2 contains 97865 members 
Entering Unmasked Estep 
Score: -25737622.000000 Penalty: 3993.886719
	Iteration 73Q: 3 clusters Score -2.573762e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119395 members 
Mstep: Class 2 contains 97872 members 
Entering Unmasked Estep 
Score: -25737648.000000 Penalty: 3993.886719
	Iteration 74Q: 3 clusters Score -2.573765e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119397 members 
Mstep: Class 2 contains 97870 members 
Entering Unmasked Estep 
Score: -25737670.000000 Penalty: 3993.886719
	Iteration 75Q: 3 clusters Score -2.573767e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119420 members 
Mstep: Class 2 contains 97847 members 
Entering Unmasked Estep 
Score: -25737724.000000 Penalty: 3993.886719
	Iteration 76Q: 3 clusters Score -2.573772e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119426 members 
Mstep: Class 2 contains 97841 members 
Entering Unmasked Estep 
Score: -25737736.000000 Penalty: 3993.886719
	Iteration 77Q: 3 clusters Score -2.573774e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119422 members 
Mstep: Class 2 contains 97845 members 
Entering Unmasked Estep 
Score: -25737752.000000 Penalty: 3993.886719
	Iteration 78Q: 3 clusters Score -2.573775e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119430 members 
Mstep: Class 2 contains 97837 members 
Entering Unmasked Estep 
Score: -25737784.000000 Penalty: 3993.886719
	Iteration 79Q: 3 clusters Score -2.573778e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119431 members 
Mstep: Class 2 contains 97836 members 
Entering Unmasked Estep 
Score: -25737764.000000 Penalty: 3993.886719
	Iteration 80F: 3 clusters Score -2.573776e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119425 members 
Mstep: Class 2 contains 97842 members 
Entering Unmasked Estep 
Score: -25737828.000000 Penalty: 3993.886719
	Iteration 81Q: 3 clusters Score -2.573783e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119385 members 
Mstep: Class 2 contains 97882 members 
Entering Unmasked Estep 
Score: -25737870.000000 Penalty: 3993.886719
	Iteration 82Q: 3 clusters Score -2.573787e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119330 members 
Mstep: Class 2 contains 97937 members 
Entering Unmasked Estep 
Score: -25737894.000000 Penalty: 3993.886719
	Iteration 83Q: 3 clusters Score -2.573789e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119225 members 
Mstep: Class 2 contains 98042 members 
Entering Unmasked Estep 
Score: -25737892.000000 Penalty: 3993.886719
	Iteration 84Q: 3 clusters Score -2.573789e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119153 members 
Mstep: Class 2 contains 98114 members 
Entering Unmasked Estep 
Score: -25737898.000000 Penalty: 3993.886719
	Iteration 85Q: 3 clusters Score -2.57379e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119091 members 
Mstep: Class 2 contains 98176 members 
Entering Unmasked Estep 
Score: -25737966.000000 Penalty: 3993.886719
	Iteration 86Q: 3 clusters Score -2.573797e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119076 members 
Mstep: Class 2 contains 98191 members 
Entering Unmasked Estep 
Score: -25737996.000000 Penalty: 3993.886719
	Iteration 87Q: 3 clusters Score -2.5738e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119075 members 
Mstep: Class 2 contains 98192 members 
Entering Unmasked Estep 
Score: -25737974.000000 Penalty: 3993.886719
	Iteration 88Q: 3 clusters Score -2.573797e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119068 members 
Mstep: Class 2 contains 98199 members 
Entering Unmasked Estep 
Score: -25737952.000000 Penalty: 3993.886719
	Iteration 89Q: 3 clusters Score -2.573795e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119068 members 
Mstep: Class 2 contains 98199 members 
Entering Unmasked Estep 
Score: -25737964.000000 Penalty: 3993.886719
	Iteration 90Q: 3 clusters Score -2.573796e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119080 members 
Mstep: Class 2 contains 98187 members 
Entering Unmasked Estep 
Score: -25737946.000000 Penalty: 3993.886719
	Iteration 91Q: 3 clusters Score -2.573795e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119073 members 
Mstep: Class 2 contains 98194 members 
Entering Unmasked Estep 
Score: -25737992.000000 Penalty: 3993.886719
	Iteration 92Q: 3 clusters Score -2.573799e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119061 members 
Mstep: Class 2 contains 98206 members 
Entering Unmasked Estep 
Score: -25738016.000000 Penalty: 3993.886719
	Iteration 93Q: 3 clusters Score -2.573802e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119053 members 
Mstep: Class 2 contains 98214 members 
Entering Unmasked Estep 
Score: -25737990.000000 Penalty: 3993.886719
	Iteration 94Q: 3 clusters Score -2.573799e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119045 members 
Mstep: Class 2 contains 98222 members 
Entering Unmasked Estep 
Score: -25737976.000000 Penalty: 3993.886719
	Iteration 95Q: 3 clusters Score -2.573798e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119036 members 
Mstep: Class 2 contains 98231 members 
Entering Unmasked Estep 
Score: -25737986.000000 Penalty: 3993.886719
	Iteration 96Q: 3 clusters Score -2.573799e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119033 members 
Mstep: Class 2 contains 98234 members 
Entering Unmasked Estep 
Score: -25738012.000000 Penalty: 3993.886719
	Iteration 97Q: 3 clusters Score -2.573801e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119018 members 
Mstep: Class 2 contains 98249 members 
Entering Unmasked Estep 
Score: -25738046.000000 Penalty: 3993.886719
	Iteration 98Q: 3 clusters Score -2.573805e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119023 members 
Mstep: Class 2 contains 98244 members 
Entering Unmasked Estep 
Score: -25738006.000000 Penalty: 3993.886719
	Iteration 99Q: 3 clusters Score -2.573801e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119031 members 
Mstep: Class 2 contains 98236 members 
Entering Unmasked Estep 
Score: -25738054.000000 Penalty: 3993.886719
	Iteration 100F: 3 clusters Score -2.573805e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119037 members 
Mstep: Class 2 contains 98230 members 
Entering Unmasked Estep 
Score: -25738044.000000 Penalty: 3993.886719
	Iteration 101Q: 3 clusters Score -2.573804e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119027 members 
Mstep: Class 2 contains 98240 members 
Entering Unmasked Estep 
Score: -25738062.000000 Penalty: 3993.886719
	Iteration 102Q: 3 clusters Score -2.573806e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119010 members 
Mstep: Class 2 contains 98257 members 
Entering Unmasked Estep 
Score: -25738072.000000 Penalty: 3993.886719
	Iteration 103Q: 3 clusters Score -2.573807e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118997 members 
Mstep: Class 2 contains 98270 members 
Entering Unmasked Estep 
Score: -25738096.000000 Penalty: 3993.886719
	Iteration 104Q: 3 clusters Score -2.57381e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118991 members 
Mstep: Class 2 contains 98276 members 
Entering Unmasked Estep 
Score: -25738098.000000 Penalty: 3993.886719
	Iteration 105Q: 3 clusters Score -2.57381e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118959 members 
Mstep: Class 2 contains 98308 members 
Entering Unmasked Estep 
Score: -25738104.000000 Penalty: 3993.886719
	Iteration 106Q: 3 clusters Score -2.57381e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118937 members 
Mstep: Class 2 contains 98330 members 
Entering Unmasked Estep 
Score: -25738096.000000 Penalty: 3993.886719
	Iteration 107Q: 3 clusters Score -2.57381e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118915 members 
Mstep: Class 2 contains 98352 members 
Entering Unmasked Estep 
Score: -25738134.000000 Penalty: 3993.886719
	Iteration 108Q: 3 clusters Score -2.573813e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118920 members 
Mstep: Class 2 contains 98347 members 
Entering Unmasked Estep 
Score: -25738150.000000 Penalty: 3993.886719
	Iteration 109Q: 3 clusters Score -2.573815e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118928 members 
Mstep: Class 2 contains 98339 members 
Entering Unmasked Estep 
Score: -25738180.000000 Penalty: 3993.886719
	Iteration 110Q: 3 clusters Score -2.573818e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118943 members 
Mstep: Class 2 contains 98324 members 
Entering Unmasked Estep 
Score: -25738194.000000 Penalty: 3993.886719
	Iteration 111Q: 3 clusters Score -2.573819e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118948 members 
Mstep: Class 2 contains 98319 members 
Entering Unmasked Estep 
Score: -25738204.000000 Penalty: 3993.886719
	Iteration 112Q: 3 clusters Score -2.57382e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118962 members 
Mstep: Class 2 contains 98305 members 
Entering Unmasked Estep 
Score: -25738210.000000 Penalty: 3993.886719
	Iteration 113Q: 3 clusters Score -2.573821e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118979 members 
Mstep: Class 2 contains 98288 members 
Entering Unmasked Estep 
Score: -25738206.000000 Penalty: 3993.886719
	Iteration 114Q: 3 clusters Score -2.573821e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119002 members 
Mstep: Class 2 contains 98265 members 
Entering Unmasked Estep 
Score: -25738202.000000 Penalty: 3993.886719
	Iteration 115Q: 3 clusters Score -2.57382e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119032 members 
Mstep: Class 2 contains 98235 members 
Entering Unmasked Estep 
Score: -25738174.000000 Penalty: 3993.886719
	Iteration 116Q: 3 clusters Score -2.573817e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119060 members 
Mstep: Class 2 contains 98207 members 
Entering Unmasked Estep 
Score: -25738182.000000 Penalty: 3993.886719
	Iteration 117Q: 3 clusters Score -2.573818e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119083 members 
Mstep: Class 2 contains 98184 members 
Entering Unmasked Estep 
Score: -25738206.000000 Penalty: 3993.886719
	Iteration 118Q: 3 clusters Score -2.573821e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119090 members 
Mstep: Class 2 contains 98177 members 
Entering Unmasked Estep 
Score: -25738198.000000 Penalty: 3993.886719
	Iteration 119Q: 3 clusters Score -2.57382e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119090 members 
Mstep: Class 2 contains 98177 members 
Entering Unmasked Estep 
Score: -25738196.000000 Penalty: 3993.886719
	Iteration 120F: 3 clusters Score -2.57382e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119096 members 
Mstep: Class 2 contains 98171 members 
Entering Unmasked Estep 
Score: -25738212.000000 Penalty: 3993.886719
	Iteration 121Q: 3 clusters Score -2.573821e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119093 members 
Mstep: Class 2 contains 98174 members 
Entering Unmasked Estep 
Score: -25738198.000000 Penalty: 3993.886719
	Iteration 122Q: 3 clusters Score -2.57382e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119085 members 
Mstep: Class 2 contains 98182 members 
Entering Unmasked Estep 
Score: -25738210.000000 Penalty: 3993.886719
	Iteration 123Q: 3 clusters Score -2.573821e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119074 members 
Mstep: Class 2 contains 98193 members 
Entering Unmasked Estep 
Score: -25738184.000000 Penalty: 3993.886719
	Iteration 124Q: 3 clusters Score -2.573818e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119068 members 
Mstep: Class 2 contains 98199 members 
Entering Unmasked Estep 
Score: -25738218.000000 Penalty: 3993.886719
	Iteration 125Q: 3 clusters Score -2.573822e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119065 members 
Mstep: Class 2 contains 98202 members 
Entering Unmasked Estep 
Score: -25738222.000000 Penalty: 3993.886719
	Iteration 126Q: 3 clusters Score -2.573822e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119062 members 
Mstep: Class 2 contains 98205 members 
Entering Unmasked Estep 
Score: -25738206.000000 Penalty: 3993.886719
	Iteration 127Q: 3 clusters Score -2.573821e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119052 members 
Mstep: Class 2 contains 98215 members 
Entering Unmasked Estep 
Score: -25738196.000000 Penalty: 3993.886719
	Iteration 128Q: 3 clusters Score -2.57382e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119048 members 
Mstep: Class 2 contains 98219 members 
Entering Unmasked Estep 
Score: -25738260.000000 Penalty: 3993.886719
	Iteration 129Q: 3 clusters Score -2.573826e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119048 members 
Mstep: Class 2 contains 98219 members 
Entering Unmasked Estep 
Score: -25738248.000000 Penalty: 3993.886719
	Iteration 130Q: 3 clusters Score -2.573825e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119044 members 
Mstep: Class 2 contains 98223 members 
Entering Unmasked Estep 
Score: -25738244.000000 Penalty: 3993.886719
	Iteration 131Q: 3 clusters Score -2.573824e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119022 members 
Mstep: Class 2 contains 98245 members 
Entering Unmasked Estep 
Score: -25738242.000000 Penalty: 3993.886719
	Iteration 132Q: 3 clusters Score -2.573824e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119013 members 
Mstep: Class 2 contains 98254 members 
Entering Unmasked Estep 
Score: -25738224.000000 Penalty: 3993.886719
	Iteration 133Q: 3 clusters Score -2.573822e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119010 members 
Mstep: Class 2 contains 98257 members 
Entering Unmasked Estep 
Score: -25738232.000000 Penalty: 3993.886719
	Iteration 134Q: 3 clusters Score -2.573823e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119008 members 
Mstep: Class 2 contains 98259 members 
Entering Unmasked Estep 
Score: -25738242.000000 Penalty: 3993.886719
	Iteration 135Q: 3 clusters Score -2.573824e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119007 members 
Mstep: Class 2 contains 98260 members 
Entering Unmasked Estep 
Score: -25738268.000000 Penalty: 3993.886719
	Iteration 136Q: 3 clusters Score -2.573827e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119007 members 
Mstep: Class 2 contains 98260 members 
Entering Unmasked Estep 
Score: -25738290.000000 Penalty: 3993.886719
	Iteration 137Q: 3 clusters Score -2.573829e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119007 members 
Mstep: Class 2 contains 98260 members 
Entering Unmasked Estep 
Score: -25738308.000000 Penalty: 3993.886719
	Iteration 138Q: 3 clusters Score -2.573831e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119006 members 
Mstep: Class 2 contains 98261 members 
Entering Unmasked Estep 
Score: -25738294.000000 Penalty: 3993.886719
	Iteration 139Q: 3 clusters Score -2.573829e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119007 members 
Mstep: Class 2 contains 98260 members 
Entering Unmasked Estep 
Score: -25738298.000000 Penalty: 3993.886719
	Iteration 140F: 3 clusters Score -2.57383e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119001 members 
Mstep: Class 2 contains 98266 members 
Entering Unmasked Estep 
Score: -25738282.000000 Penalty: 3993.886719
	Iteration 141Q: 3 clusters Score -2.573828e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118994 members 
Mstep: Class 2 contains 98273 members 
Entering Unmasked Estep 
Score: -25738264.000000 Penalty: 3993.886719
	Iteration 142Q: 3 clusters Score -2.573826e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118992 members 
Mstep: Class 2 contains 98275 members 
Entering Unmasked Estep 
Score: -25738256.000000 Penalty: 3993.886719
	Iteration 143Q: 3 clusters Score -2.573826e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118988 members 
Mstep: Class 2 contains 98279 members 
Entering Unmasked Estep 
Score: -25738246.000000 Penalty: 3993.886719
	Iteration 144Q: 3 clusters Score -2.573825e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118983 members 
Mstep: Class 2 contains 98284 members 
Entering Unmasked Estep 
Score: -25738262.000000 Penalty: 3993.886719
	Iteration 145Q: 3 clusters Score -2.573826e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118982 members 
Mstep: Class 2 contains 98285 members 
Entering Unmasked Estep 
Score: -25738250.000000 Penalty: 3993.886719
	Iteration 146Q: 3 clusters Score -2.573825e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118977 members 
Mstep: Class 2 contains 98290 members 
Entering Unmasked Estep 
Score: -25738244.000000 Penalty: 3993.886719
	Iteration 147Q: 3 clusters Score -2.573824e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118975 members 
Mstep: Class 2 contains 98292 members 
Entering Unmasked Estep 
Score: -25738280.000000 Penalty: 3993.886719
	Iteration 148Q: 3 clusters Score -2.573828e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118972 members 
Mstep: Class 2 contains 98295 members 
Entering Unmasked Estep 
Score: -25738278.000000 Penalty: 3993.886719
	Iteration 149Q: 3 clusters Score -2.573828e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118974 members 
Mstep: Class 2 contains 98293 members 
Entering Unmasked Estep 
Score: -25738264.000000 Penalty: 3993.886719
	Iteration 150Q: 3 clusters Score -2.573826e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118978 members 
Mstep: Class 2 contains 98289 members 
Entering Unmasked Estep 
Score: -25738280.000000 Penalty: 3993.886719
	Iteration 151Q: 3 clusters Score -2.573828e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118984 members 
Mstep: Class 2 contains 98283 members 
Entering Unmasked Estep 
Score: -25738322.000000 Penalty: 3993.886719
	Iteration 152Q: 3 clusters Score -2.573832e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118979 members 
Mstep: Class 2 contains 98288 members 
Entering Unmasked Estep 
Score: -25738330.000000 Penalty: 3993.886719
	Iteration 153Q: 3 clusters Score -2.573833e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118968 members 
Mstep: Class 2 contains 98299 members 
Entering Unmasked Estep 
Score: -25738320.000000 Penalty: 3993.886719
	Iteration 154Q: 3 clusters Score -2.573832e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118959 members 
Mstep: Class 2 contains 98308 members 
Entering Unmasked Estep 
Score: -25738358.000000 Penalty: 3993.886719
	Iteration 155Q: 3 clusters Score -2.573836e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118944 members 
Mstep: Class 2 contains 98323 members 
Entering Unmasked Estep 
Score: -25738336.000000 Penalty: 3993.886719
	Iteration 156Q: 3 clusters Score -2.573834e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118943 members 
Mstep: Class 2 contains 98324 members 
Entering Unmasked Estep 
Score: -25738338.000000 Penalty: 3993.886719
	Iteration 157Q: 3 clusters Score -2.573834e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118941 members 
Mstep: Class 2 contains 98326 members 
Entering Unmasked Estep 
Score: -25738330.000000 Penalty: 3993.886719
	Iteration 158Q: 3 clusters Score -2.573833e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118937 members 
Mstep: Class 2 contains 98330 members 
Entering Unmasked Estep 
Score: -25738346.000000 Penalty: 3993.886719
	Iteration 159Q: 3 clusters Score -2.573835e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118937 members 
Mstep: Class 2 contains 98330 members 
Entering Unmasked Estep 
Score: -25738340.000000 Penalty: 3993.886719
	Iteration 160F: 3 clusters Score -2.573834e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118933 members 
Mstep: Class 2 contains 98334 members 
Entering Unmasked Estep 
Score: -25738364.000000 Penalty: 3993.886719
	Iteration 161Q: 3 clusters Score -2.573836e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118931 members 
Mstep: Class 2 contains 98336 members 
Entering Unmasked Estep 
Score: -25738332.000000 Penalty: 3993.886719
	Iteration 162Q: 3 clusters Score -2.573833e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118926 members 
Mstep: Class 2 contains 98341 members 
Entering Unmasked Estep 
Score: -25738332.000000 Penalty: 3993.886719
	Iteration 163Q: 3 clusters Score -2.573833e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118929 members 
Mstep: Class 2 contains 98338 members 
Entering Unmasked Estep 
Score: -25738340.000000 Penalty: 3993.886719
	Iteration 164Q: 3 clusters Score -2.573834e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118929 members 
Mstep: Class 2 contains 98338 members 
Entering Unmasked Estep 
Score: -25738348.000000 Penalty: 3993.886719
	Iteration 165Q: 3 clusters Score -2.573835e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118931 members 
Mstep: Class 2 contains 98336 members 
Entering Unmasked Estep 
Score: -25738328.000000 Penalty: 3993.886719
	Iteration 166Q: 3 clusters Score -2.573833e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118928 members 
Mstep: Class 2 contains 98339 members 
Entering Unmasked Estep 
Score: -25738338.000000 Penalty: 3993.886719
	Iteration 167Q: 3 clusters Score -2.573834e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118926 members 
Mstep: Class 2 contains 98341 members 
Entering Unmasked Estep 
Score: -25738338.000000 Penalty: 3993.886719
	Iteration 168Q: 3 clusters Score -2.573834e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118925 members 
Mstep: Class 2 contains 98342 members 
Entering Unmasked Estep 
Score: -25738332.000000 Penalty: 3993.886719
	Iteration 169Q: 3 clusters Score -2.573833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118924 members 
Mstep: Class 2 contains 98343 members 
Entering Unmasked Estep 
Score: -25738320.000000 Penalty: 3993.886719
	Iteration 170Q: 3 clusters Score -2.573832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118921 members 
Mstep: Class 2 contains 98346 members 
Entering Unmasked Estep 
Score: -25738318.000000 Penalty: 3993.886719
	Iteration 171Q: 3 clusters Score -2.573832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118919 members 
Mstep: Class 2 contains 98348 members 
Entering Unmasked Estep 
Score: -25738334.000000 Penalty: 3993.886719
	Iteration 172Q: 3 clusters Score -2.573833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118918 members 
Mstep: Class 2 contains 98349 members 
Entering Unmasked Estep 
Score: -25738348.000000 Penalty: 3993.886719
	Iteration 173Q: 3 clusters Score -2.573835e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118916 members 
Mstep: Class 2 contains 98351 members 
Entering Unmasked Estep 
Score: -25738340.000000 Penalty: 3993.886719
	Iteration 174Q: 3 clusters Score -2.573834e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118915 members 
Mstep: Class 2 contains 98352 members 
Entering Unmasked Estep 
Score: -25738352.000000 Penalty: 3993.886719
	Iteration 175Q: 3 clusters Score -2.573835e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118914 members 
Mstep: Class 2 contains 98353 members 
Entering Unmasked Estep 
Score: -25738336.000000 Penalty: 3993.886719
	Iteration 176Q: 3 clusters Score -2.573834e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118913 members 
Mstep: Class 2 contains 98354 members 
Entering Unmasked Estep 
Score: -25738340.000000 Penalty: 3993.886719
	Iteration 177Q: 3 clusters Score -2.573834e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118913 members 
Mstep: Class 2 contains 98354 members 
Entering Unmasked Estep 
Score: -25738338.000000 Penalty: 3993.886719
	Iteration 178Q: 3 clusters Score -2.573834e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118913 members 
Mstep: Class 2 contains 98354 members 
Entering Unmasked Estep 
Score: -25738338.000000 Penalty: 3993.886719
	Iteration 179F: 3 clusters Score -2.573834e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 198446 members 
Mstep: Class 3 contains 95947 members 
Mstep: Class 4 contains 752 members 
Mstep: Class 5 contains 8604 members 
Mstep: Class 6 contains 90594 members 
Mstep: Class 7 contains 107492 members 
Mstep: Class 8 contains 37236 members 
Mstep: Class 9 contains 18116 members 
Mstep: Class 10 contains 15529 members 
Mstep: Class 11 contains 137088 members 
Mstep: Class 12 contains 77047 members 
Mstep: Class 13 contains 3543 members 
Mstep: Class 14 contains 759 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 118913 members 
Mstep: Class 17 contains 1517 members 
Mstep: Class 18 contains 1744 members 
Mstep: Class 19 contains 224249 members 
Mstep: Class 20 contains 45196 members 
Mstep: Class 21 contains 762 members 
Mstep: Class 22 contains 163061 members 
Mstep: Class 23 contains 9746 members 
Mstep: Class 24 contains 94533 members 
Mstep: Class 25 contains 107684 members 
Mstep: Class 26 contains 45910 members 
Mstep: Class 27 contains 1039 members 
Mstep: Class 28 contains 1632 members 
Mstep: Class 29 contains 7863 members 
Mstep: Class 30 contains 98354 members 
Entering Unmasked Estep 
Score: -194384784.000000 Penalty: 70002.609375
Splitting cluster 16 changes total score from -194285360.000000 to -194384784.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 17 (1517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Entering Unmasked Estep 
Score: -135312.343750 Penalty: 1190.229614
	Iteration 0F: 2 clusters Score -135312.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -133942.984375 Penalty: 2380.459229
	Iteration 0F: 3 clusters Score -133943 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -136141.859375 Penalty: 2380.459229
	Iteration 1F: 3 clusters Score -136141.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -137689.312500 Penalty: 2380.459229
	Iteration 2F: 3 clusters Score -137689.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -138430.234375 Penalty: 2380.459229
	Iteration 3F: 3 clusters Score -138430.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -138852.453125 Penalty: 2380.459229
	Iteration 4Q: 3 clusters Score -138852.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -139038.765625 Penalty: 2380.459229
	Iteration 5Q: 3 clusters Score -139038.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -139091.843750 Penalty: 2380.459229
	Iteration 6Q: 3 clusters Score -139091.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -139119.218750 Penalty: 2380.459229
	Iteration 7Q: 3 clusters Score -139119.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -139137.156250 Penalty: 2380.459229
	Iteration 8Q: 3 clusters Score -139137.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -139159.500000 Penalty: 2380.459229
	Iteration 9Q: 3 clusters Score -139159.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -139170.734375 Penalty: 2380.459229
	Iteration 10Q: 3 clusters Score -139170.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -139180.718750 Penalty: 2380.459229
	Iteration 11Q: 3 clusters Score -139180.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -139182.468750 Penalty: 2380.459229
	Iteration 12Q: 3 clusters Score -139182.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -139183.062500 Penalty: 2380.459229
	Iteration 13Q: 3 clusters Score -139183.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -139191.046875 Penalty: 2380.459229
	Iteration 14F: 3 clusters Score -139191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -139219.500000 Penalty: 2380.459229
	Iteration 15Q: 3 clusters Score -139219.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -139241.468750 Penalty: 2380.459229
	Iteration 16Q: 3 clusters Score -139241.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -139250.781250 Penalty: 2380.459229
	Iteration 17Q: 3 clusters Score -139250.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -139263.765625 Penalty: 2380.459229
	Iteration 18Q: 3 clusters Score -139263.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -139271.781250 Penalty: 2380.459229
	Iteration 19Q: 3 clusters Score -139271.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -139277.203125 Penalty: 2380.459229
	Iteration 20F: 3 clusters Score -139277.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -139279.640625 Penalty: 2380.459229
	Iteration 21Q: 3 clusters Score -139279.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -139280.921875 Penalty: 2380.459229
	Iteration 22Q: 3 clusters Score -139280.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -139280.921875 Penalty: 2380.459229
	Iteration 23F: 3 clusters Score -139280.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 198446 members 
Mstep: Class 3 contains 95947 members 
Mstep: Class 4 contains 752 members 
Mstep: Class 5 contains 8604 members 
Mstep: Class 6 contains 90594 members 
Mstep: Class 7 contains 107492 members 
Mstep: Class 8 contains 37236 members 
Mstep: Class 9 contains 18116 members 
Mstep: Class 10 contains 15529 members 
Mstep: Class 11 contains 137088 members 
Mstep: Class 12 contains 77047 members 
Mstep: Class 13 contains 3543 members 
Mstep: Class 14 contains 759 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 118913 members 
Mstep: Class 17 contains 917 members 
Mstep: Class 18 contains 1744 members 
Mstep: Class 19 contains 224249 members 
Mstep: Class 20 contains 45196 members 
Mstep: Class 21 contains 762 members 
Mstep: Class 22 contains 163061 members 
Mstep: Class 23 contains 9746 members 
Mstep: Class 24 contains 94533 members 
Mstep: Class 25 contains 107684 members 
Mstep: Class 26 contains 45910 members 
Mstep: Class 27 contains 1039 members 
Mstep: Class 28 contains 1632 members 
Mstep: Class 29 contains 7863 members 
Mstep: Class 30 contains 98354 members 
Mstep: Class 31 contains 600 members 
Entering Unmasked Estep 
Score: -194385328.000000 Penalty: 72336.031250
Splitting cluster 17 changes total score from -194285360.000000 to -194385328.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 18 (1744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Entering Unmasked Estep 
Score: -96824.906250 Penalty: 1212.889771
	Iteration 0F: 2 clusters Score -96824.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -95609.468750 Penalty: 2425.779541
	Iteration 0F: 3 clusters Score -95609.47 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -99813.164062 Penalty: 2425.779541
	Iteration 1F: 3 clusters Score -99813.16 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -101269.414062 Penalty: 2425.779541
	Iteration 2F: 3 clusters Score -101269.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -102311.117188 Penalty: 2425.779541
	Iteration 3F: 3 clusters Score -102311.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -103026.906250 Penalty: 2425.779541
	Iteration 4Q: 3 clusters Score -103026.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -103496.109375 Penalty: 2425.779541
	Iteration 5Q: 3 clusters Score -103496.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -103710.726562 Penalty: 2425.779541
	Iteration 6Q: 3 clusters Score -103710.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -103798.484375 Penalty: 2425.779541
	Iteration 7Q: 3 clusters Score -103798.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -103836.171875 Penalty: 2425.779541
	Iteration 8Q: 3 clusters Score -103836.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -103882.460938 Penalty: 2425.779541
	Iteration 9Q: 3 clusters Score -103882.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -103903.492188 Penalty: 2425.779541
	Iteration 10Q: 3 clusters Score -103903.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -103917.781250 Penalty: 2425.779541
	Iteration 11Q: 3 clusters Score -103917.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -103940.578125 Penalty: 2425.779541
	Iteration 12Q: 3 clusters Score -103940.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -103943.359375 Penalty: 2425.779541
	Iteration 13Q: 3 clusters Score -103943.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -103945.039062 Penalty: 2425.779541
	Iteration 14Q: 3 clusters Score -103945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -103945.335938 Penalty: 2425.779541
	Iteration 15Q: 3 clusters Score -103945.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -103945.937500 Penalty: 2425.779541
	Iteration 16Q: 3 clusters Score -103945.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -103946.656250 Penalty: 2425.779541
	Iteration 17Q: 3 clusters Score -103946.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -103947.234375 Penalty: 2425.779541
	Iteration 18Q: 3 clusters Score -103947.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -103966.406250 Penalty: 2425.779541
	Iteration 19F: 3 clusters Score -103966.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -104064.664062 Penalty: 2425.779541
	Iteration 20F: 3 clusters Score -104064.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -104255.812500 Penalty: 2425.779541
	Iteration 21Q: 3 clusters Score -104255.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -104350.375000 Penalty: 2425.779541
	Iteration 22Q: 3 clusters Score -104350.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -104357.398438 Penalty: 2425.779541
	Iteration 23Q: 3 clusters Score -104357.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -104363.960938 Penalty: 2425.779541
	Iteration 24Q: 3 clusters Score -104364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -104364.710938 Penalty: 2425.779541
	Iteration 25Q: 3 clusters Score -104364.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -104364.710938 Penalty: 2425.779541
	Iteration 26F: 3 clusters Score -104364.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 198446 members 
Mstep: Class 3 contains 95947 members 
Mstep: Class 4 contains 752 members 
Mstep: Class 5 contains 8604 members 
Mstep: Class 6 contains 90594 members 
Mstep: Class 7 contains 107492 members 
Mstep: Class 8 contains 37236 members 
Mstep: Class 9 contains 18116 members 
Mstep: Class 10 contains 15529 members 
Mstep: Class 11 contains 137088 members 
Mstep: Class 12 contains 77047 members 
Mstep: Class 13 contains 3543 members 
Mstep: Class 14 contains 759 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 118913 members 
Mstep: Class 17 contains 917 members 
Mstep: Class 18 contains 908 members 
Mstep: Class 19 contains 224249 members 
Mstep: Class 20 contains 45196 members 
Mstep: Class 21 contains 762 members 
Mstep: Class 22 contains 163061 members 
Mstep: Class 23 contains 9746 members 
Mstep: Class 24 contains 94533 members 
Mstep: Class 25 contains 107684 members 
Mstep: Class 26 contains 45910 members 
Mstep: Class 27 contains 1039 members 
Mstep: Class 28 contains 1632 members 
Mstep: Class 29 contains 7863 members 
Mstep: Class 30 contains 98354 members 
Mstep: Class 31 contains 600 members 
Mstep: Class 32 contains 836 members 
Entering Unmasked Estep 
Score: -194389136.000000 Penalty: 74669.453125
Splitting cluster 18 changes total score from -194285360.000000 to -194389136.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 19 (224249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224249 members 
Entering Unmasked Estep 
Score: -26232854.000000 Penalty: 2002.083374
	Iteration 0F: 2 clusters Score -2.623285e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112201 members 
Mstep: Class 2 contains 112048 members 
Entering Unmasked Estep 
Score: -26140322.000000 Penalty: 4004.166748
	Iteration 0F: 3 clusters Score -2.614032e+07 nChanged 109131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104506 members 
Mstep: Class 2 contains 119743 members 
Entering Unmasked Estep 
Score: -26206362.000000 Penalty: 4004.166748
	Iteration 1F: 3 clusters Score -2.620636e+07 nChanged 14407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99159 members 
Mstep: Class 2 contains 125090 members 
Entering Unmasked Estep 
Score: -26207724.000000 Penalty: 4004.166748
	Iteration 2F: 3 clusters Score -2.620772e+07 nChanged 13839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97316 members 
Mstep: Class 2 contains 126933 members 
Entering Unmasked Estep 
Score: -26211312.000000 Penalty: 4004.166748
	Iteration 3F: 3 clusters Score -2.621131e+07 nChanged 13738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98404 members 
Mstep: Class 2 contains 125845 members 
Entering Unmasked Estep 
Score: -26218834.000000 Penalty: 4004.166748
	Iteration 4F: 3 clusters Score -2.621883e+07 nChanged 15411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101581 members 
Mstep: Class 2 contains 122668 members 
Entering Unmasked Estep 
Score: -26231432.000000 Penalty: 4004.166748
	Iteration 5F: 3 clusters Score -2.623143e+07 nChanged 17827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105078 members 
Mstep: Class 2 contains 119171 members 
Entering Unmasked Estep 
Score: -26246744.000000 Penalty: 4004.166748
	Iteration 6F: 3 clusters Score -2.624674e+07 nChanged 17733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106387 members 
Mstep: Class 2 contains 117862 members 
Entering Unmasked Estep 
Score: -26258534.000000 Penalty: 4004.166748
	Iteration 7F: 3 clusters Score -2.625853e+07 nChanged 12945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104776 members 
Mstep: Class 2 contains 119473 members 
Entering Unmasked Estep 
Score: -26264110.000000 Penalty: 4004.166748
	Iteration 8F: 3 clusters Score -2.626411e+07 nChanged 7728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101630 members 
Mstep: Class 2 contains 122619 members 
Entering Unmasked Estep 
Score: -26266086.000000 Penalty: 4004.166748
	Iteration 9Q: 3 clusters Score -2.626609e+07 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98824 members 
Mstep: Class 2 contains 125425 members 
Entering Unmasked Estep 
Score: -26266716.000000 Penalty: 4004.166748
	Iteration 10Q: 3 clusters Score -2.626672e+07 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96767 members 
Mstep: Class 2 contains 127482 members 
Entering Unmasked Estep 
Score: -26266850.000000 Penalty: 4004.166748
	Iteration 11Q: 3 clusters Score -2.626685e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95561 members 
Mstep: Class 2 contains 128688 members 
Entering Unmasked Estep 
Score: -26266946.000000 Penalty: 4004.166748
	Iteration 12Q: 3 clusters Score -2.626695e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94957 members 
Mstep: Class 2 contains 129292 members 
Entering Unmasked Estep 
Score: -26267146.000000 Penalty: 4004.166748
	Iteration 13Q: 3 clusters Score -2.626715e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94739 members 
Mstep: Class 2 contains 129510 members 
Entering Unmasked Estep 
Score: -26267398.000000 Penalty: 4004.166748
	Iteration 14Q: 3 clusters Score -2.62674e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94730 members 
Mstep: Class 2 contains 129519 members 
Entering Unmasked Estep 
Score: -26267784.000000 Penalty: 4004.166748
	Iteration 15Q: 3 clusters Score -2.626778e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94908 members 
Mstep: Class 2 contains 129341 members 
Entering Unmasked Estep 
Score: -26268166.000000 Penalty: 4004.166748
	Iteration 16Q: 3 clusters Score -2.626817e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95191 members 
Mstep: Class 2 contains 129058 members 
Entering Unmasked Estep 
Score: -26268684.000000 Penalty: 4004.166748
	Iteration 17Q: 3 clusters Score -2.626868e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95393 members 
Mstep: Class 2 contains 128856 members 
Entering Unmasked Estep 
Score: -26269036.000000 Penalty: 4004.166748
	Iteration 18Q: 3 clusters Score -2.626904e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95584 members 
Mstep: Class 2 contains 128665 members 
Entering Unmasked Estep 
Score: -26269372.000000 Penalty: 4004.166748
	Iteration 19Q: 3 clusters Score -2.626937e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95704 members 
Mstep: Class 2 contains 128545 members 
Entering Unmasked Estep 
Score: -26269718.000000 Penalty: 4004.166748
	Iteration 20F: 3 clusters Score -2.626972e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95755 members 
Mstep: Class 2 contains 128494 members 
Entering Unmasked Estep 
Score: -26269844.000000 Penalty: 4004.166748
	Iteration 21Q: 3 clusters Score -2.626984e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95643 members 
Mstep: Class 2 contains 128606 members 
Entering Unmasked Estep 
Score: -26269944.000000 Penalty: 4004.166748
	Iteration 22Q: 3 clusters Score -2.626994e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95490 members 
Mstep: Class 2 contains 128759 members 
Entering Unmasked Estep 
Score: -26269924.000000 Penalty: 4004.166748
	Iteration 23Q: 3 clusters Score -2.626992e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95251 members 
Mstep: Class 2 contains 128998 members 
Entering Unmasked Estep 
Score: -26269970.000000 Penalty: 4004.166748
	Iteration 24Q: 3 clusters Score -2.626997e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95037 members 
Mstep: Class 2 contains 129212 members 
Entering Unmasked Estep 
Score: -26269894.000000 Penalty: 4004.166748
	Iteration 25Q: 3 clusters Score -2.626989e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94871 members 
Mstep: Class 2 contains 129378 members 
Entering Unmasked Estep 
Score: -26269716.000000 Penalty: 4004.166748
	Iteration 26Q: 3 clusters Score -2.626972e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94696 members 
Mstep: Class 2 contains 129553 members 
Entering Unmasked Estep 
Score: -26269660.000000 Penalty: 4004.166748
	Iteration 27Q: 3 clusters Score -2.626966e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94580 members 
Mstep: Class 2 contains 129669 members 
Entering Unmasked Estep 
Score: -26269538.000000 Penalty: 4004.166748
	Iteration 28Q: 3 clusters Score -2.626954e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94526 members 
Mstep: Class 2 contains 129723 members 
Entering Unmasked Estep 
Score: -26269518.000000 Penalty: 4004.166748
	Iteration 29Q: 3 clusters Score -2.626952e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94497 members 
Mstep: Class 2 contains 129752 members 
Entering Unmasked Estep 
Score: -26269542.000000 Penalty: 4004.166748
	Iteration 30Q: 3 clusters Score -2.626954e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94513 members 
Mstep: Class 2 contains 129736 members 
Entering Unmasked Estep 
Score: -26269582.000000 Penalty: 4004.166748
	Iteration 31Q: 3 clusters Score -2.626958e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94543 members 
Mstep: Class 2 contains 129706 members 
Entering Unmasked Estep 
Score: -26269628.000000 Penalty: 4004.166748
	Iteration 32Q: 3 clusters Score -2.626963e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94570 members 
Mstep: Class 2 contains 129679 members 
Entering Unmasked Estep 
Score: -26269648.000000 Penalty: 4004.166748
	Iteration 33Q: 3 clusters Score -2.626965e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94589 members 
Mstep: Class 2 contains 129660 members 
Entering Unmasked Estep 
Score: -26269708.000000 Penalty: 4004.166748
	Iteration 34Q: 3 clusters Score -2.626971e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94622 members 
Mstep: Class 2 contains 129627 members 
Entering Unmasked Estep 
Score: -26269742.000000 Penalty: 4004.166748
	Iteration 35Q: 3 clusters Score -2.626974e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94633 members 
Mstep: Class 2 contains 129616 members 
Entering Unmasked Estep 
Score: -26269748.000000 Penalty: 4004.166748
	Iteration 36Q: 3 clusters Score -2.626975e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94652 members 
Mstep: Class 2 contains 129597 members 
Entering Unmasked Estep 
Score: -26269794.000000 Penalty: 4004.166748
	Iteration 37Q: 3 clusters Score -2.626979e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94668 members 
Mstep: Class 2 contains 129581 members 
Entering Unmasked Estep 
Score: -26269806.000000 Penalty: 4004.166748
	Iteration 38Q: 3 clusters Score -2.626981e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94681 members 
Mstep: Class 2 contains 129568 members 
Entering Unmasked Estep 
Score: -26269814.000000 Penalty: 4004.166748
	Iteration 39Q: 3 clusters Score -2.626981e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94677 members 
Mstep: Class 2 contains 129572 members 
Entering Unmasked Estep 
Score: -26269834.000000 Penalty: 4004.166748
	Iteration 40F: 3 clusters Score -2.626983e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94698 members 
Mstep: Class 2 contains 129551 members 
Entering Unmasked Estep 
Score: -26269888.000000 Penalty: 4004.166748
	Iteration 41Q: 3 clusters Score -2.626989e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94697 members 
Mstep: Class 2 contains 129552 members 
Entering Unmasked Estep 
Score: -26269924.000000 Penalty: 4004.166748
	Iteration 42Q: 3 clusters Score -2.626992e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94713 members 
Mstep: Class 2 contains 129536 members 
Entering Unmasked Estep 
Score: -26269974.000000 Penalty: 4004.166748
	Iteration 43Q: 3 clusters Score -2.626997e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94713 members 
Mstep: Class 2 contains 129536 members 
Entering Unmasked Estep 
Score: -26269940.000000 Penalty: 4004.166748
	Iteration 44Q: 3 clusters Score -2.626994e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94724 members 
Mstep: Class 2 contains 129525 members 
Entering Unmasked Estep 
Score: -26269948.000000 Penalty: 4004.166748
	Iteration 45Q: 3 clusters Score -2.626995e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94742 members 
Mstep: Class 2 contains 129507 members 
Entering Unmasked Estep 
Score: -26269952.000000 Penalty: 4004.166748
	Iteration 46Q: 3 clusters Score -2.626995e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94757 members 
Mstep: Class 2 contains 129492 members 
Entering Unmasked Estep 
Score: -26269984.000000 Penalty: 4004.166748
	Iteration 47Q: 3 clusters Score -2.626998e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94778 members 
Mstep: Class 2 contains 129471 members 
Entering Unmasked Estep 
Score: -26270006.000000 Penalty: 4004.166748
	Iteration 48Q: 3 clusters Score -2.627001e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94803 members 
Mstep: Class 2 contains 129446 members 
Entering Unmasked Estep 
Score: -26269962.000000 Penalty: 4004.166748
	Iteration 49Q: 3 clusters Score -2.626996e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94813 members 
Mstep: Class 2 contains 129436 members 
Entering Unmasked Estep 
Score: -26269978.000000 Penalty: 4004.166748
	Iteration 50Q: 3 clusters Score -2.626998e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94814 members 
Mstep: Class 2 contains 129435 members 
Entering Unmasked Estep 
Score: -26269976.000000 Penalty: 4004.166748
	Iteration 51Q: 3 clusters Score -2.626998e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94816 members 
Mstep: Class 2 contains 129433 members 
Entering Unmasked Estep 
Score: -26270000.000000 Penalty: 4004.166748
	Iteration 52Q: 3 clusters Score -2.627e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94826 members 
Mstep: Class 2 contains 129423 members 
Entering Unmasked Estep 
Score: -26269988.000000 Penalty: 4004.166748
	Iteration 53Q: 3 clusters Score -2.626999e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94842 members 
Mstep: Class 2 contains 129407 members 
Entering Unmasked Estep 
Score: -26270002.000000 Penalty: 4004.166748
	Iteration 54Q: 3 clusters Score -2.627e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94857 members 
Mstep: Class 2 contains 129392 members 
Entering Unmasked Estep 
Score: -26270038.000000 Penalty: 4004.166748
	Iteration 55Q: 3 clusters Score -2.627004e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94861 members 
Mstep: Class 2 contains 129388 members 
Entering Unmasked Estep 
Score: -26270024.000000 Penalty: 4004.166748
	Iteration 56Q: 3 clusters Score -2.627002e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94856 members 
Mstep: Class 2 contains 129393 members 
Entering Unmasked Estep 
Score: -26270036.000000 Penalty: 4004.166748
	Iteration 57Q: 3 clusters Score -2.627004e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94857 members 
Mstep: Class 2 contains 129392 members 
Entering Unmasked Estep 
Score: -26270020.000000 Penalty: 4004.166748
	Iteration 58Q: 3 clusters Score -2.627002e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94861 members 
Mstep: Class 2 contains 129388 members 
Entering Unmasked Estep 
Score: -26270026.000000 Penalty: 4004.166748
	Iteration 59Q: 3 clusters Score -2.627003e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94869 members 
Mstep: Class 2 contains 129380 members 
Entering Unmasked Estep 
Score: -26270026.000000 Penalty: 4004.166748
	Iteration 60F: 3 clusters Score -2.627003e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94871 members 
Mstep: Class 2 contains 129378 members 
Entering Unmasked Estep 
Score: -26270010.000000 Penalty: 4004.166748
	Iteration 61Q: 3 clusters Score -2.627001e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94869 members 
Mstep: Class 2 contains 129380 members 
Entering Unmasked Estep 
Score: -26270010.000000 Penalty: 4004.166748
	Iteration 62Q: 3 clusters Score -2.627001e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94871 members 
Mstep: Class 2 contains 129378 members 
Entering Unmasked Estep 
Score: -26270004.000000 Penalty: 4004.166748
	Iteration 63Q: 3 clusters Score -2.627e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94875 members 
Mstep: Class 2 contains 129374 members 
Entering Unmasked Estep 
Score: -26270016.000000 Penalty: 4004.166748
	Iteration 64Q: 3 clusters Score -2.627002e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94867 members 
Mstep: Class 2 contains 129382 members 
Entering Unmasked Estep 
Score: -26269998.000000 Penalty: 4004.166748
	Iteration 65Q: 3 clusters Score -2.627e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94862 members 
Mstep: Class 2 contains 129387 members 
Entering Unmasked Estep 
Score: -26269992.000000 Penalty: 4004.166748
	Iteration 66Q: 3 clusters Score -2.626999e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94856 members 
Mstep: Class 2 contains 129393 members 
Entering Unmasked Estep 
Score: -26269990.000000 Penalty: 4004.166748
	Iteration 67Q: 3 clusters Score -2.626999e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94851 members 
Mstep: Class 2 contains 129398 members 
Entering Unmasked Estep 
Score: -26269992.000000 Penalty: 4004.166748
	Iteration 68Q: 3 clusters Score -2.626999e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94850 members 
Mstep: Class 2 contains 129399 members 
Entering Unmasked Estep 
Score: -26269994.000000 Penalty: 4004.166748
	Iteration 69Q: 3 clusters Score -2.626999e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94850 members 
Mstep: Class 2 contains 129399 members 
Entering Unmasked Estep 
Score: -26269990.000000 Penalty: 4004.166748
	Iteration 70Q: 3 clusters Score -2.626999e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94848 members 
Mstep: Class 2 contains 129401 members 
Entering Unmasked Estep 
Score: -26269966.000000 Penalty: 4004.166748
	Iteration 71Q: 3 clusters Score -2.626997e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94848 members 
Mstep: Class 2 contains 129401 members 
Entering Unmasked Estep 
Score: -26269978.000000 Penalty: 4004.166748
	Iteration 72Q: 3 clusters Score -2.626998e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94849 members 
Mstep: Class 2 contains 129400 members 
Entering Unmasked Estep 
Score: -26269974.000000 Penalty: 4004.166748
	Iteration 73Q: 3 clusters Score -2.626997e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94850 members 
Mstep: Class 2 contains 129399 members 
Entering Unmasked Estep 
Score: -26269970.000000 Penalty: 4004.166748
	Iteration 74Q: 3 clusters Score -2.626997e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94850 members 
Mstep: Class 2 contains 129399 members 
Entering Unmasked Estep 
Score: -26269964.000000 Penalty: 4004.166748
	Iteration 75Q: 3 clusters Score -2.626996e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94850 members 
Mstep: Class 2 contains 129399 members 
Entering Unmasked Estep 
Score: -26269970.000000 Penalty: 4004.166748
	Iteration 76Q: 3 clusters Score -2.626997e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94851 members 
Mstep: Class 2 contains 129398 members 
Entering Unmasked Estep 
Score: -26269964.000000 Penalty: 4004.166748
	Iteration 77Q: 3 clusters Score -2.626996e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94854 members 
Mstep: Class 2 contains 129395 members 
Entering Unmasked Estep 
Score: -26269952.000000 Penalty: 4004.166748
	Iteration 78Q: 3 clusters Score -2.626995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94853 members 
Mstep: Class 2 contains 129396 members 
Entering Unmasked Estep 
Score: -26269942.000000 Penalty: 4004.166748
	Iteration 79Q: 3 clusters Score -2.626994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94853 members 
Mstep: Class 2 contains 129396 members 
Entering Unmasked Estep 
Score: -26269946.000000 Penalty: 4004.166748
	Iteration 80F: 3 clusters Score -2.626995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94852 members 
Mstep: Class 2 contains 129397 members 
Entering Unmasked Estep 
Score: -26269944.000000 Penalty: 4004.166748
	Iteration 81Q: 3 clusters Score -2.626994e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94852 members 
Mstep: Class 2 contains 129397 members 
Entering Unmasked Estep 
Score: -26269944.000000 Penalty: 4004.166748
	Iteration 82F: 3 clusters Score -2.626994e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 198446 members 
Mstep: Class 3 contains 95947 members 
Mstep: Class 4 contains 752 members 
Mstep: Class 5 contains 8604 members 
Mstep: Class 6 contains 90594 members 
Mstep: Class 7 contains 107492 members 
Mstep: Class 8 contains 37236 members 
Mstep: Class 9 contains 18116 members 
Mstep: Class 10 contains 15529 members 
Mstep: Class 11 contains 137088 members 
Mstep: Class 12 contains 77047 members 
Mstep: Class 13 contains 3543 members 
Mstep: Class 14 contains 759 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 118913 members 
Mstep: Class 17 contains 917 members 
Mstep: Class 18 contains 908 members 
Mstep: Class 19 contains 94852 members 
Mstep: Class 20 contains 45196 members 
Mstep: Class 21 contains 762 members 
Mstep: Class 22 contains 163061 members 
Mstep: Class 23 contains 9746 members 
Mstep: Class 24 contains 94533 members 
Mstep: Class 25 contains 107684 members 
Mstep: Class 26 contains 45910 members 
Mstep: Class 27 contains 1039 members 
Mstep: Class 28 contains 1632 members 
Mstep: Class 29 contains 7863 members 
Mstep: Class 30 contains 98354 members 
Mstep: Class 31 contains 600 members 
Mstep: Class 32 contains 836 members 
Mstep: Class 33 contains 129397 members 
Entering Unmasked Estep 
Score: -194434160.000000 Penalty: 77002.867188
Splitting cluster 19 changes total score from -194285360.000000 to -194434160.000000
So it's getting split into cluster 33.
Entering Unmasked Mstep 
Mstep: Class 0 contains 187 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 198446 members 
Mstep: Class 3 contains 95947 members 
Mstep: Class 4 contains 752 members 
Mstep: Class 5 contains 8604 members 
Mstep: Class 6 contains 90594 members 
Mstep: Class 7 contains 107492 members 
Mstep: Class 8 contains 37236 members 
Mstep: Class 9 contains 18116 members 
Mstep: Class 10 contains 15529 members 
Mstep: Class 11 contains 137088 members 
Mstep: Class 12 contains 77047 members 
Mstep: Class 13 contains 3543 members 
Mstep: Class 14 contains 759 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 118913 members 
Mstep: Class 17 contains 917 members 
Mstep: Class 18 contains 908 members 
Mstep: Class 19 contains 94852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194490336.000000 Penalty: 77002.867188
Iteration 39Q: 34 clusters Score -1.944903e+08 nChanged 96423
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 201226 members 
Mstep: Class 3 contains 92819 members 
Mstep: Class 4 contains 852 members 
Mstep: Class 5 contains 9002 members 
Mstep: Class 6 contains 90075 members 
Mstep: Class 7 contains 112962 members 
Mstep: Class 8 contains 37243 members 
Mstep: Class 9 contains 19253 members 
Mstep: Class 10 contains 16219 members 
Mstep: Class 11 contains 132891 members 
Mstep: Class 12 contains 79992 members 
Mstep: Class 13 contains 4187 members 
Mstep: Class 14 contains 872 members 
Mstep: Class 15 contains 999 members 
Mstep: Class 16 contains 121041 members 
Mstep: Class 17 contains 1136 members 
Mstep: Class 18 contains 939 members 
Mstep: Class 19 contains 108865 members 
Mstep: Class 20 contains 41948 members 
Mstep: Class 21 contains 739 members 
Mstep: Class 22 contains 151349 members 
Mstep: Class 23 contains 9355 members 
Mstep: Class 24 contains 101619 members 
Mstep: Class 25 contains 102009 members 
Mstep: Class 26 contains 44163 members 
Mstep: Class 27 contains 1047 members 
Mstep: Class 28 contains 1637 members 
Mstep: Class 29 contains 7880 members 
Mstep: Class 30 contains 92242 members 
Mstep: Class 31 contains 595 members 
Mstep: Class 32 contains 684 members 
Mstep: Class 33 contains 128438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194533696.000000 Penalty: 77002.867188
Iteration 40F: 34 clusters Score -1.945337e+08 nChanged 115269
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 201121 members 
Mstep: Class 3 contains 83384 members 
Mstep: Class 4 contains 957 members 
Mstep: Class 5 contains 9377 members 
Mstep: Class 6 contains 89044 members 
Mstep: Class 7 contains 116148 members 
Mstep: Class 8 contains 37039 members 
Mstep: Class 9 contains 20348 members 
Mstep: Class 10 contains 16698 members 
Mstep: Class 11 contains 116308 members 
Mstep: Class 12 contains 79024 members 
Mstep: Class 13 contains 4501 members 
Mstep: Class 14 contains 902 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 104723 members 
Mstep: Class 17 contains 1275 members 
Mstep: Class 18 contains 865 members 
Mstep: Class 19 contains 123697 members 
Mstep: Class 20 contains 41096 members 
Mstep: Class 21 contains 758 members 
Mstep: Class 22 contains 147813 members 
Mstep: Class 23 contains 9513 members 
Mstep: Class 24 contains 116471 members 
Mstep: Class 25 contains 101314 members 
Mstep: Class 26 contains 44342 members 
Mstep: Class 27 contains 1047 members 
Mstep: Class 28 contains 1767 members 
Mstep: Class 29 contains 7897 members 
Mstep: Class 30 contains 91876 members 
Mstep: Class 31 contains 599 members 
Mstep: Class 32 contains 629 members 
Mstep: Class 33 contains 143576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194534624.000000 Penalty: 77002.867188
Iteration 41F: 34 clusters Score -1.945346e+08 nChanged 99493
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 201115 members 
Mstep: Class 3 contains 75772 members 
Mstep: Class 4 contains 995 members 
Mstep: Class 5 contains 9835 members 
Mstep: Class 6 contains 88017 members 
Mstep: Class 7 contains 121073 members 
Mstep: Class 8 contains 36873 members 
Mstep: Class 9 contains 21520 members 
Mstep: Class 10 contains 17158 members 
Mstep: Class 11 contains 104756 members 
Mstep: Class 12 contains 78996 members 
Mstep: Class 13 contains 4742 members 
Mstep: Class 14 contains 930 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 86400 members 
Mstep: Class 17 contains 1376 members 
Mstep: Class 18 contains 807 members 
Mstep: Class 19 contains 138351 members 
Mstep: Class 20 contains 38281 members 
Mstep: Class 21 contains 788 members 
Mstep: Class 22 contains 144778 members 
Mstep: Class 23 contains 9666 members 
Mstep: Class 24 contains 130606 members 
Mstep: Class 25 contains 100844 members 
Mstep: Class 26 contains 44449 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 1806 members 
Mstep: Class 29 contains 7897 members 
Mstep: Class 30 contains 84664 members 
Mstep: Class 31 contains 588 members 
Mstep: Class 32 contains 606 members 
Mstep: Class 33 contains 159927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194519360.000000 Penalty: 77002.867188
Iteration 42F: 34 clusters Score -1.945194e+08 nChanged 94314
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 200992 members 
Mstep: Class 3 contains 66520 members 
Mstep: Class 4 contains 981 members 
Mstep: Class 5 contains 10343 members 
Mstep: Class 6 contains 87015 members 
Mstep: Class 7 contains 126318 members 
Mstep: Class 8 contains 36736 members 
Mstep: Class 9 contains 22701 members 
Mstep: Class 10 contains 17540 members 
Mstep: Class 11 contains 95360 members 
Mstep: Class 12 contains 79550 members 
Mstep: Class 13 contains 4930 members 
Mstep: Class 14 contains 947 members 
Mstep: Class 15 contains 1044 members 
Mstep: Class 16 contains 73438 members 
Mstep: Class 17 contains 1463 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 153538 members 
Mstep: Class 20 contains 33694 members 
Mstep: Class 21 contains 819 members 
Mstep: Class 22 contains 142299 members 
Mstep: Class 23 contains 9839 members 
Mstep: Class 24 contains 141660 members 
Mstep: Class 25 contains 100765 members 
Mstep: Class 26 contains 44457 members 
Mstep: Class 27 contains 1013 members 
Mstep: Class 28 contains 1827 members 
Mstep: Class 29 contains 7893 members 
Mstep: Class 30 contains 75477 members 
Mstep: Class 31 contains 579 members 
Mstep: Class 32 contains 588 members 
Mstep: Class 33 contains 174868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194499680.000000 Penalty: 77002.867188
Iteration 43F: 34 clusters Score -1.944997e+08 nChanged 81105
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 200886 members 
Mstep: Class 3 contains 57245 members 
Mstep: Class 4 contains 969 members 
Mstep: Class 5 contains 10881 members 
Mstep: Class 6 contains 86166 members 
Mstep: Class 7 contains 130505 members 
Mstep: Class 8 contains 36628 members 
Mstep: Class 9 contains 23820 members 
Mstep: Class 10 contains 17861 members 
Mstep: Class 11 contains 88527 members 
Mstep: Class 12 contains 80787 members 
Mstep: Class 13 contains 5037 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 1074 members 
Mstep: Class 16 contains 65701 members 
Mstep: Class 17 contains 1528 members 
Mstep: Class 18 contains 779 members 
Mstep: Class 19 contains 165229 members 
Mstep: Class 20 contains 28940 members 
Mstep: Class 21 contains 833 members 
Mstep: Class 22 contains 140318 members 
Mstep: Class 23 contains 10021 members 
Mstep: Class 24 contains 149289 members 
Mstep: Class 25 contains 101256 members 
Mstep: Class 26 contains 44393 members 
Mstep: Class 27 contains 999 members 
Mstep: Class 28 contains 1845 members 
Mstep: Class 29 contains 7890 members 
Mstep: Class 30 contains 69419 members 
Mstep: Class 31 contains 582 members 
Mstep: Class 32 contains 578 members 
Mstep: Class 33 contains 185275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194488608.000000 Penalty: 77002.867188
Iteration 44Q: 34 clusters Score -1.944886e+08 nChanged 61589
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 200752 members 
Mstep: Class 3 contains 50552 members 
Mstep: Class 4 contains 956 members 
Mstep: Class 5 contains 11418 members 
Mstep: Class 6 contains 85375 members 
Mstep: Class 7 contains 133068 members 
Mstep: Class 8 contains 36563 members 
Mstep: Class 9 contains 24825 members 
Mstep: Class 10 contains 18154 members 
Mstep: Class 11 contains 84576 members 
Mstep: Class 12 contains 82272 members 
Mstep: Class 13 contains 5092 members 
Mstep: Class 14 contains 947 members 
Mstep: Class 15 contains 1098 members 
Mstep: Class 16 contains 62680 members 
Mstep: Class 17 contains 1588 members 
Mstep: Class 18 contains 766 members 
Mstep: Class 19 contains 168724 members 
Mstep: Class 20 contains 25593 members 
Mstep: Class 21 contains 846 members 
Mstep: Class 22 contains 138957 members 
Mstep: Class 23 contains 10186 members 
Mstep: Class 24 contains 153916 members 
Mstep: Class 25 contains 101773 members 
Mstep: Class 26 contains 44310 members 
Mstep: Class 27 contains 989 members 
Mstep: Class 28 contains 1840 members 
Mstep: Class 29 contains 7905 members 
Mstep: Class 30 contains 67241 members 
Mstep: Class 31 contains 586 members 
Mstep: Class 32 contains 576 members 
Mstep: Class 33 contains 192225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194486000.000000 Penalty: 77002.867188
Iteration 45Q: 34 clusters Score -1.94486e+08 nChanged 44845
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 200723 members 
Mstep: Class 3 contains 46303 members 
Mstep: Class 4 contains 949 members 
Mstep: Class 5 contains 11921 members 
Mstep: Class 6 contains 84615 members 
Mstep: Class 7 contains 134686 members 
Mstep: Class 8 contains 36506 members 
Mstep: Class 9 contains 25690 members 
Mstep: Class 10 contains 18402 members 
Mstep: Class 11 contains 82826 members 
Mstep: Class 12 contains 83863 members 
Mstep: Class 13 contains 5125 members 
Mstep: Class 14 contains 951 members 
Mstep: Class 15 contains 1124 members 
Mstep: Class 16 contains 63181 members 
Mstep: Class 17 contains 1633 members 
Mstep: Class 18 contains 758 members 
Mstep: Class 19 contains 168189 members 
Mstep: Class 20 contains 23426 members 
Mstep: Class 21 contains 857 members 
Mstep: Class 22 contains 137827 members 
Mstep: Class 23 contains 10399 members 
Mstep: Class 24 contains 156351 members 
Mstep: Class 25 contains 102341 members 
Mstep: Class 26 contains 44219 members 
Mstep: Class 27 contains 975 members 
Mstep: Class 28 contains 1838 members 
Mstep: Class 29 contains 7923 members 
Mstep: Class 30 contains 67356 members 
Mstep: Class 31 contains 592 members 
Mstep: Class 32 contains 570 members 
Mstep: Class 33 contains 194347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194485344.000000 Penalty: 77002.867188
Iteration 46Q: 34 clusters Score -1.944853e+08 nChanged 35120
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 200735 members 
Mstep: Class 3 contains 43504 members 
Mstep: Class 4 contains 935 members 
Mstep: Class 5 contains 12492 members 
Mstep: Class 6 contains 83832 members 
Mstep: Class 7 contains 135272 members 
Mstep: Class 8 contains 36469 members 
Mstep: Class 9 contains 26433 members 
Mstep: Class 10 contains 18640 members 
Mstep: Class 11 contains 81819 members 
Mstep: Class 12 contains 85592 members 
Mstep: Class 13 contains 5159 members 
Mstep: Class 14 contains 962 members 
Mstep: Class 15 contains 1150 members 
Mstep: Class 16 contains 65806 members 
Mstep: Class 17 contains 1656 members 
Mstep: Class 18 contains 756 members 
Mstep: Class 19 contains 167409 members 
Mstep: Class 20 contains 21960 members 
Mstep: Class 21 contains 871 members 
Mstep: Class 22 contains 136645 members 
Mstep: Class 23 contains 10617 members 
Mstep: Class 24 contains 157307 members 
Mstep: Class 25 contains 102744 members 
Mstep: Class 26 contains 44178 members 
Mstep: Class 27 contains 970 members 
Mstep: Class 28 contains 1839 members 
Mstep: Class 29 contains 7936 members 
Mstep: Class 30 contains 68558 members 
Mstep: Class 31 contains 596 members 
Mstep: Class 32 contains 562 members 
Mstep: Class 33 contains 193122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194485888.000000 Penalty: 77002.867188
Iteration 47Q: 34 clusters Score -1.944859e+08 nChanged 30497
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 200766 members 
Mstep: Class 3 contains 41456 members 
Mstep: Class 4 contains 925 members 
Mstep: Class 5 contains 13061 members 
Mstep: Class 6 contains 83173 members 
Mstep: Class 7 contains 134921 members 
Mstep: Class 8 contains 36465 members 
Mstep: Class 9 contains 27031 members 
Mstep: Class 10 contains 18865 members 
Mstep: Class 11 contains 81046 members 
Mstep: Class 12 contains 87463 members 
Mstep: Class 13 contains 5174 members 
Mstep: Class 14 contains 974 members 
Mstep: Class 15 contains 1175 members 
Mstep: Class 16 contains 69706 members 
Mstep: Class 17 contains 1684 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 166518 members 
Mstep: Class 20 contains 20784 members 
Mstep: Class 21 contains 881 members 
Mstep: Class 22 contains 135424 members 
Mstep: Class 23 contains 10853 members 
Mstep: Class 24 contains 157659 members 
Mstep: Class 25 contains 102963 members 
Mstep: Class 26 contains 44129 members 
Mstep: Class 27 contains 965 members 
Mstep: Class 28 contains 1833 members 
Mstep: Class 29 contains 7955 members 
Mstep: Class 30 contains 70340 members 
Mstep: Class 31 contains 600 members 
Mstep: Class 32 contains 565 members 
Mstep: Class 33 contains 190464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194486608.000000 Penalty: 77002.867188
Iteration 48Q: 34 clusters Score -1.944866e+08 nChanged 28740
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 200765 members 
Mstep: Class 3 contains 39837 members 
Mstep: Class 4 contains 920 members 
Mstep: Class 5 contains 13638 members 
Mstep: Class 6 contains 82599 members 
Mstep: Class 7 contains 134048 members 
Mstep: Class 8 contains 36487 members 
Mstep: Class 9 contains 27595 members 
Mstep: Class 10 contains 19071 members 
Mstep: Class 11 contains 80213 members 
Mstep: Class 12 contains 89468 members 
Mstep: Class 13 contains 5156 members 
Mstep: Class 14 contains 983 members 
Mstep: Class 15 contains 1206 members 
Mstep: Class 16 contains 74477 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 752 members 
Mstep: Class 19 contains 165814 members 
Mstep: Class 20 contains 19726 members 
Mstep: Class 21 contains 885 members 
Mstep: Class 22 contains 134091 members 
Mstep: Class 23 contains 11043 members 
Mstep: Class 24 contains 157660 members 
Mstep: Class 25 contains 103070 members 
Mstep: Class 26 contains 44114 members 
Mstep: Class 27 contains 966 members 
Mstep: Class 28 contains 1825 members 
Mstep: Class 29 contains 7964 members 
Mstep: Class 30 contains 72427 members 
Mstep: Class 31 contains 604 members 
Mstep: Class 32 contains 561 members 
Mstep: Class 33 contains 186938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194487312.000000 Penalty: 77002.867188
Iteration 49Q: 34 clusters Score -1.944873e+08 nChanged 28595
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 200798 members 
Mstep: Class 3 contains 38409 members 
Mstep: Class 4 contains 917 members 
Mstep: Class 5 contains 14234 members 
Mstep: Class 6 contains 82091 members 
Mstep: Class 7 contains 132860 members 
Mstep: Class 8 contains 36522 members 
Mstep: Class 9 contains 28087 members 
Mstep: Class 10 contains 19243 members 
Mstep: Class 11 contains 79290 members 
Mstep: Class 12 contains 91564 members 
Mstep: Class 13 contains 5132 members 
Mstep: Class 14 contains 990 members 
Mstep: Class 15 contains 1235 members 
Mstep: Class 16 contains 79789 members 
Mstep: Class 17 contains 1758 members 
Mstep: Class 18 contains 750 members 
Mstep: Class 19 contains 165303 members 
Mstep: Class 20 contains 18787 members 
Mstep: Class 21 contains 887 members 
Mstep: Class 22 contains 132607 members 
Mstep: Class 23 contains 11194 members 
Mstep: Class 24 contains 157364 members 
Mstep: Class 25 contains 103080 members 
Mstep: Class 26 contains 44088 members 
Mstep: Class 27 contains 962 members 
Mstep: Class 28 contains 1821 members 
Mstep: Class 29 contains 7984 members 
Mstep: Class 30 contains 74784 members 
Mstep: Class 31 contains 610 members 
Mstep: Class 32 contains 560 members 
Mstep: Class 33 contains 182968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194486192.000000 Penalty: 77002.867188
Iteration 50Q: 34 clusters Score -1.944862e+08 nChanged 29035
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 200834 members 
Mstep: Class 3 contains 37090 members 
Mstep: Class 4 contains 912 members 
Mstep: Class 5 contains 14825 members 
Mstep: Class 6 contains 81627 members 
Mstep: Class 7 contains 131420 members 
Mstep: Class 8 contains 36586 members 
Mstep: Class 9 contains 28482 members 
Mstep: Class 10 contains 19406 members 
Mstep: Class 11 contains 78224 members 
Mstep: Class 12 contains 93965 members 
Mstep: Class 13 contains 5084 members 
Mstep: Class 14 contains 997 members 
Mstep: Class 15 contains 1270 members 
Mstep: Class 16 contains 85877 members 
Mstep: Class 17 contains 1781 members 
Mstep: Class 18 contains 749 members 
Mstep: Class 19 contains 164938 members 
Mstep: Class 20 contains 17881 members 
Mstep: Class 21 contains 889 members 
Mstep: Class 22 contains 130966 members 
Mstep: Class 23 contains 11328 members 
Mstep: Class 24 contains 156975 members 
Mstep: Class 25 contains 103011 members 
Mstep: Class 26 contains 44086 members 
Mstep: Class 27 contains 962 members 
Mstep: Class 28 contains 1820 members 
Mstep: Class 29 contains 8012 members 
Mstep: Class 30 contains 77081 members 
Mstep: Class 31 contains 618 members 
Mstep: Class 32 contains 559 members 
Mstep: Class 33 contains 178448 members 
Entering Unmasked Estep 
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Iteration 51Q: 34 clusters Score -1.944889e+08 nChanged 30212
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 200834 members 
Mstep: Class 3 contains 36053 members 
Mstep: Class 4 contains 909 members 
Mstep: Class 5 contains 15454 members 
Mstep: Class 6 contains 81203 members 
Mstep: Class 7 contains 129771 members 
Mstep: Class 8 contains 36649 members 
Mstep: Class 9 contains 28851 members 
Mstep: Class 10 contains 19496 members 
Mstep: Class 11 contains 77527 members 
Mstep: Class 12 contains 96474 members 
Mstep: Class 13 contains 5053 members 
Mstep: Class 14 contains 1003 members 
Mstep: Class 15 contains 1295 members 
Mstep: Class 16 contains 93293 members 
Mstep: Class 17 contains 1786 members 
Mstep: Class 18 contains 749 members 
Mstep: Class 19 contains 163377 members 
Mstep: Class 20 contains 17142 members 
Mstep: Class 21 contains 891 members 
Mstep: Class 22 contains 129191 members 
Mstep: Class 23 contains 11452 members 
Mstep: Class 24 contains 156453 members 
Mstep: Class 25 contains 102960 members 
Mstep: Class 26 contains 44102 members 
Mstep: Class 27 contains 962 members 
Mstep: Class 28 contains 1827 members 
Mstep: Class 29 contains 8041 members 
Mstep: Class 30 contains 79780 members 
Mstep: Class 31 contains 626 members 
Mstep: Class 32 contains 558 members 
Mstep: Class 33 contains 172951 members 
Entering Unmasked Estep 
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Iteration 52Q: 34 clusters Score -1.944951e+08 nChanged 33574
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 200837 members 
Mstep: Class 3 contains 35370 members 
Mstep: Class 4 contains 906 members 
Mstep: Class 5 contains 16113 members 
Mstep: Class 6 contains 80823 members 
Mstep: Class 7 contains 127991 members 
Mstep: Class 8 contains 36708 members 
Mstep: Class 9 contains 29188 members 
Mstep: Class 10 contains 19555 members 
Mstep: Class 11 contains 77248 members 
Mstep: Class 12 contains 99098 members 
Mstep: Class 13 contains 5019 members 
Mstep: Class 14 contains 1006 members 
Mstep: Class 15 contains 1317 members 
Mstep: Class 16 contains 102468 members 
Mstep: Class 17 contains 1790 members 
Mstep: Class 18 contains 749 members 
Mstep: Class 19 contains 159945 members 
Mstep: Class 20 contains 16598 members 
Mstep: Class 21 contains 891 members 
Mstep: Class 22 contains 127244 members 
Mstep: Class 23 contains 11548 members 
Mstep: Class 24 contains 155883 members 
Mstep: Class 25 contains 103009 members 
Mstep: Class 26 contains 44118 members 
Mstep: Class 27 contains 964 members 
Mstep: Class 28 contains 1829 members 
Mstep: Class 29 contains 8078 members 
Mstep: Class 30 contains 83088 members 
Mstep: Class 31 contains 632 members 
Mstep: Class 32 contains 559 members 
Mstep: Class 33 contains 166165 members 
Entering Unmasked Estep 
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Iteration 53Q: 34 clusters Score -1.945044e+08 nChanged 34270
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 200851 members 
Mstep: Class 3 contains 34817 members 
Mstep: Class 4 contains 905 members 
Mstep: Class 5 contains 16762 members 
Mstep: Class 6 contains 80476 members 
Mstep: Class 7 contains 126216 members 
Mstep: Class 8 contains 36755 members 
Mstep: Class 9 contains 29493 members 
Mstep: Class 10 contains 19630 members 
Mstep: Class 11 contains 77076 members 
Mstep: Class 12 contains 101969 members 
Mstep: Class 13 contains 4998 members 
Mstep: Class 14 contains 1014 members 
Mstep: Class 15 contains 1344 members 
Mstep: Class 16 contains 112098 members 
Mstep: Class 17 contains 1783 members 
Mstep: Class 18 contains 749 members 
Mstep: Class 19 contains 155380 members 
Mstep: Class 20 contains 16103 members 
Mstep: Class 21 contains 893 members 
Mstep: Class 22 contains 125128 members 
Mstep: Class 23 contains 11603 members 
Mstep: Class 24 contains 155168 members 
Mstep: Class 25 contains 103016 members 
Mstep: Class 26 contains 44107 members 
Mstep: Class 27 contains 961 members 
Mstep: Class 28 contains 1832 members 
Mstep: Class 29 contains 8114 members 
Mstep: Class 30 contains 86708 members 
Mstep: Class 31 contains 638 members 
Mstep: Class 32 contains 560 members 
Mstep: Class 33 contains 159613 members 
Entering Unmasked Estep 
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Iteration 54Q: 34 clusters Score -1.945117e+08 nChanged 33652
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 200890 members 
Mstep: Class 3 contains 34474 members 
Mstep: Class 4 contains 904 members 
Mstep: Class 5 contains 17446 members 
Mstep: Class 6 contains 80160 members 
Mstep: Class 7 contains 124491 members 
Mstep: Class 8 contains 36829 members 
Mstep: Class 9 contains 29735 members 
Mstep: Class 10 contains 19657 members 
Mstep: Class 11 contains 77313 members 
Mstep: Class 12 contains 105035 members 
Mstep: Class 13 contains 4976 members 
Mstep: Class 14 contains 1012 members 
Mstep: Class 15 contains 1365 members 
Mstep: Class 16 contains 119952 members 
Mstep: Class 17 contains 1765 members 
Mstep: Class 18 contains 749 members 
Mstep: Class 19 contains 150317 members 
Mstep: Class 20 contains 15760 members 
Mstep: Class 21 contains 892 members 
Mstep: Class 22 contains 123000 members 
Mstep: Class 23 contains 11653 members 
Mstep: Class 24 contains 154291 members 
Mstep: Class 25 contains 103131 members 
Mstep: Class 26 contains 44133 members 
Mstep: Class 27 contains 960 members 
Mstep: Class 28 contains 1846 members 
Mstep: Class 29 contains 8153 members 
Mstep: Class 30 contains 90912 members 
Mstep: Class 31 contains 650 members 
Mstep: Class 32 contains 560 members 
Mstep: Class 33 contains 153781 members 
Entering Unmasked Estep 
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Iteration 55Q: 34 clusters Score -1.945198e+08 nChanged 32142
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 200936 members 
Mstep: Class 3 contains 34304 members 
Mstep: Class 4 contains 904 members 
Mstep: Class 5 contains 18098 members 
Mstep: Class 6 contains 79857 members 
Mstep: Class 7 contains 122772 members 
Mstep: Class 8 contains 36918 members 
Mstep: Class 9 contains 29955 members 
Mstep: Class 10 contains 19679 members 
Mstep: Class 11 contains 77918 members 
Mstep: Class 12 contains 108169 members 
Mstep: Class 13 contains 4961 members 
Mstep: Class 14 contains 1002 members 
Mstep: Class 15 contains 1382 members 
Mstep: Class 16 contains 125084 members 
Mstep: Class 17 contains 1746 members 
Mstep: Class 18 contains 749 members 
Mstep: Class 19 contains 145433 members 
Mstep: Class 20 contains 15585 members 
Mstep: Class 21 contains 894 members 
Mstep: Class 22 contains 120900 members 
Mstep: Class 23 contains 11706 members 
Mstep: Class 24 contains 153710 members 
Mstep: Class 25 contains 103299 members 
Mstep: Class 26 contains 44193 members 
Mstep: Class 27 contains 961 members 
Mstep: Class 28 contains 1879 members 
Mstep: Class 29 contains 8185 members 
Mstep: Class 30 contains 95729 members 
Mstep: Class 31 contains 656 members 
Mstep: Class 32 contains 561 members 
Mstep: Class 33 contains 148679 members 
Entering Unmasked Estep 
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Iteration 56Q: 34 clusters Score -1.945251e+08 nChanged 31399
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 200979 members 
Mstep: Class 3 contains 34287 members 
Mstep: Class 4 contains 904 members 
Mstep: Class 5 contains 18747 members 
Mstep: Class 6 contains 79569 members 
Mstep: Class 7 contains 121227 members 
Mstep: Class 8 contains 36988 members 
Mstep: Class 9 contains 30161 members 
Mstep: Class 10 contains 19684 members 
Mstep: Class 11 contains 78902 members 
Mstep: Class 12 contains 111490 members 
Mstep: Class 13 contains 4936 members 
Mstep: Class 14 contains 987 members 
Mstep: Class 15 contains 1396 members 
Mstep: Class 16 contains 127651 members 
Mstep: Class 17 contains 1726 members 
Mstep: Class 18 contains 749 members 
Mstep: Class 19 contains 140845 members 
Mstep: Class 20 contains 15460 members 
Mstep: Class 21 contains 895 members 
Mstep: Class 22 contains 118828 members 
Mstep: Class 23 contains 11744 members 
Mstep: Class 24 contains 153292 members 
Mstep: Class 25 contains 103449 members 
Mstep: Class 26 contains 44283 members 
Mstep: Class 27 contains 964 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 8230 members 
Mstep: Class 30 contains 101151 members 
Mstep: Class 31 contains 671 members 
Mstep: Class 32 contains 560 members 
Mstep: Class 33 contains 144157 members 
Entering Unmasked Estep 
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Iteration 57Q: 34 clusters Score -1.945322e+08 nChanged 28388
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 200999 members 
Mstep: Class 3 contains 34199 members 
Mstep: Class 4 contains 904 members 
Mstep: Class 5 contains 19376 members 
Mstep: Class 6 contains 79268 members 
Mstep: Class 7 contains 119736 members 
Mstep: Class 8 contains 37045 members 
Mstep: Class 9 contains 30350 members 
Mstep: Class 10 contains 19675 members 
Mstep: Class 11 contains 79857 members 
Mstep: Class 12 contains 115027 members 
Mstep: Class 13 contains 4929 members 
Mstep: Class 14 contains 981 members 
Mstep: Class 15 contains 1404 members 
Mstep: Class 16 contains 127192 members 
Mstep: Class 17 contains 1720 members 
Mstep: Class 18 contains 749 members 
Mstep: Class 19 contains 137240 members 
Mstep: Class 20 contains 15278 members 
Mstep: Class 21 contains 893 members 
Mstep: Class 22 contains 116934 members 
Mstep: Class 23 contains 11782 members 
Mstep: Class 24 contains 153495 members 
Mstep: Class 25 contains 103594 members 
Mstep: Class 26 contains 44435 members 
Mstep: Class 27 contains 965 members 
Mstep: Class 28 contains 1928 members 
Mstep: Class 29 contains 8273 members 
Mstep: Class 30 contains 106345 members 
Mstep: Class 31 contains 678 members 
Mstep: Class 32 contains 560 members 
Mstep: Class 33 contains 141036 members 
Entering Unmasked Estep 
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Iteration 58Q: 34 clusters Score -1.94534e+08 nChanged 26771
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 201051 members 
Mstep: Class 3 contains 34241 members 
Mstep: Class 4 contains 905 members 
Mstep: Class 5 contains 19973 members 
Mstep: Class 6 contains 79005 members 
Mstep: Class 7 contains 118494 members 
Mstep: Class 8 contains 37095 members 
Mstep: Class 9 contains 30523 members 
Mstep: Class 10 contains 19643 members 
Mstep: Class 11 contains 80988 members 
Mstep: Class 12 contains 118627 members 
Mstep: Class 13 contains 4928 members 
Mstep: Class 14 contains 975 members 
Mstep: Class 15 contains 1410 members 
Mstep: Class 16 contains 124711 members 
Mstep: Class 17 contains 1712 members 
Mstep: Class 18 contains 750 members 
Mstep: Class 19 contains 134613 members 
Mstep: Class 20 contains 15181 members 
Mstep: Class 21 contains 892 members 
Mstep: Class 22 contains 115127 members 
Mstep: Class 23 contains 11804 members 
Mstep: Class 24 contains 154078 members 
Mstep: Class 25 contains 103647 members 
Mstep: Class 26 contains 44611 members 
Mstep: Class 27 contains 962 members 
Mstep: Class 28 contains 1938 members 
Mstep: Class 29 contains 8310 members 
Mstep: Class 30 contains 111411 members 
Mstep: Class 31 contains 687 members 
Mstep: Class 32 contains 559 members 
Mstep: Class 33 contains 138028 members 
Entering Unmasked Estep 
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Iteration 59Q: 34 clusters Score -1.945361e+08 nChanged 25170
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 201080 members 
Mstep: Class 3 contains 34375 members 
Mstep: Class 4 contains 902 members 
Mstep: Class 5 contains 20549 members 
Mstep: Class 6 contains 78774 members 
Mstep: Class 7 contains 117469 members 
Mstep: Class 8 contains 37143 members 
Mstep: Class 9 contains 30690 members 
Mstep: Class 10 contains 19587 members 
Mstep: Class 11 contains 82271 members 
Mstep: Class 12 contains 122196 members 
Mstep: Class 13 contains 4928 members 
Mstep: Class 14 contains 972 members 
Mstep: Class 15 contains 1419 members 
Mstep: Class 16 contains 121273 members 
Mstep: Class 17 contains 1713 members 
Mstep: Class 18 contains 750 members 
Mstep: Class 19 contains 132320 members 
Mstep: Class 20 contains 15158 members 
Mstep: Class 21 contains 895 members 
Mstep: Class 22 contains 113437 members 
Mstep: Class 23 contains 11840 members 
Mstep: Class 24 contains 154562 members 
Mstep: Class 25 contains 103591 members 
Mstep: Class 26 contains 44800 members 
Mstep: Class 27 contains 961 members 
Mstep: Class 28 contains 1940 members 
Mstep: Class 29 contains 8352 members 
Mstep: Class 30 contains 116319 members 
Mstep: Class 31 contains 691 members 
Mstep: Class 32 contains 559 members 
Mstep: Class 33 contains 135388 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 60F: 34 clusters Score -1.945406e+08 nChanged 25530
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 201112 members 
Mstep: Class 3 contains 33920 members 
Mstep: Class 4 contains 905 members 
Mstep: Class 5 contains 21240 members 
Mstep: Class 6 contains 78562 members 
Mstep: Class 7 contains 116576 members 
Mstep: Class 8 contains 37175 members 
Mstep: Class 9 contains 30839 members 
Mstep: Class 10 contains 19519 members 
Mstep: Class 11 contains 83168 members 
Mstep: Class 12 contains 125879 members 
Mstep: Class 13 contains 4927 members 
Mstep: Class 14 contains 968 members 
Mstep: Class 15 contains 1429 members 
Mstep: Class 16 contains 119225 members 
Mstep: Class 17 contains 1714 members 
Mstep: Class 18 contains 746 members 
Mstep: Class 19 contains 129663 members 
Mstep: Class 20 contains 15273 members 
Mstep: Class 21 contains 897 members 
Mstep: Class 22 contains 111608 members 
Mstep: Class 23 contains 11867 members 
Mstep: Class 24 contains 154475 members 
Mstep: Class 25 contains 103401 members 
Mstep: Class 26 contains 45034 members 
Mstep: Class 27 contains 958 members 
Mstep: Class 28 contains 1948 members 
Mstep: Class 29 contains 8390 members 
Mstep: Class 30 contains 121434 members 
Mstep: Class 31 contains 694 members 
Mstep: Class 32 contains 553 members 
Mstep: Class 33 contains 132830 members 
Entering Unmasked Estep 
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Iteration 61Q: 34 clusters Score -1.945422e+08 nChanged 24933
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 201137 members 
Mstep: Class 3 contains 33519 members 
Mstep: Class 4 contains 905 members 
Mstep: Class 5 contains 21974 members 
Mstep: Class 6 contains 78370 members 
Mstep: Class 7 contains 115691 members 
Mstep: Class 8 contains 37178 members 
Mstep: Class 9 contains 30960 members 
Mstep: Class 10 contains 19433 members 
Mstep: Class 11 contains 84197 members 
Mstep: Class 12 contains 129867 members 
Mstep: Class 13 contains 4910 members 
Mstep: Class 14 contains 964 members 
Mstep: Class 15 contains 1439 members 
Mstep: Class 16 contains 117314 members 
Mstep: Class 17 contains 1713 members 
Mstep: Class 18 contains 741 members 
Mstep: Class 19 contains 127221 members 
Mstep: Class 20 contains 15361 members 
Mstep: Class 21 contains 897 members 
Mstep: Class 22 contains 109699 members 
Mstep: Class 23 contains 11892 members 
Mstep: Class 24 contains 154124 members 
Mstep: Class 25 contains 103167 members 
Mstep: Class 26 contains 45334 members 
Mstep: Class 27 contains 957 members 
Mstep: Class 28 contains 1958 members 
Mstep: Class 29 contains 8425 members 
Mstep: Class 30 contains 125657 members 
Mstep: Class 31 contains 697 members 
Mstep: Class 32 contains 548 members 
Mstep: Class 33 contains 130711 members 
Entering Unmasked Estep 
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Iteration 62Q: 34 clusters Score -1.945439e+08 nChanged 24914
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 201141 members 
Mstep: Class 3 contains 33146 members 
Mstep: Class 4 contains 903 members 
Mstep: Class 5 contains 22786 members 
Mstep: Class 6 contains 78204 members 
Mstep: Class 7 contains 114880 members 
Mstep: Class 8 contains 37173 members 
Mstep: Class 9 contains 31059 members 
Mstep: Class 10 contains 19304 members 
Mstep: Class 11 contains 85358 members 
Mstep: Class 12 contains 134311 members 
Mstep: Class 13 contains 4905 members 
Mstep: Class 14 contains 963 members 
Mstep: Class 15 contains 1449 members 
Mstep: Class 16 contains 115884 members 
Mstep: Class 17 contains 1713 members 
Mstep: Class 18 contains 734 members 
Mstep: Class 19 contains 124839 members 
Mstep: Class 20 contains 15473 members 
Mstep: Class 21 contains 904 members 
Mstep: Class 22 contains 107719 members 
Mstep: Class 23 contains 11915 members 
Mstep: Class 24 contains 153505 members 
Mstep: Class 25 contains 102839 members 
Mstep: Class 26 contains 45671 members 
Mstep: Class 27 contains 952 members 
Mstep: Class 28 contains 1963 members 
Mstep: Class 29 contains 8470 members 
Mstep: Class 30 contains 128996 members 
Mstep: Class 31 contains 697 members 
Mstep: Class 32 contains 542 members 
Mstep: Class 33 contains 128583 members 
Entering Unmasked Estep 
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Iteration 63Q: 34 clusters Score -1.945446e+08 nChanged 25268
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 201161 members 
Mstep: Class 3 contains 32886 members 
Mstep: Class 4 contains 896 members 
Mstep: Class 5 contains 23611 members 
Mstep: Class 6 contains 78027 members 
Mstep: Class 7 contains 114065 members 
Mstep: Class 8 contains 37146 members 
Mstep: Class 9 contains 31151 members 
Mstep: Class 10 contains 19167 members 
Mstep: Class 11 contains 86550 members 
Mstep: Class 12 contains 139090 members 
Mstep: Class 13 contains 4899 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 1463 members 
Mstep: Class 16 contains 114894 members 
Mstep: Class 17 contains 1712 members 
Mstep: Class 18 contains 724 members 
Mstep: Class 19 contains 122676 members 
Mstep: Class 20 contains 15614 members 
Mstep: Class 21 contains 917 members 
Mstep: Class 22 contains 105611 members 
Mstep: Class 23 contains 11944 members 
Mstep: Class 24 contains 152830 members 
Mstep: Class 25 contains 102357 members 
Mstep: Class 26 contains 46048 members 
Mstep: Class 27 contains 949 members 
Mstep: Class 28 contains 1977 members 
Mstep: Class 29 contains 8528 members 
Mstep: Class 30 contains 131546 members 
Mstep: Class 31 contains 696 members 
Mstep: Class 32 contains 538 members 
Mstep: Class 33 contains 126365 members 
Entering Unmasked Estep 
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Iteration 64Q: 34 clusters Score -1.945439e+08 nChanged 25440
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 201172 members 
Mstep: Class 3 contains 32758 members 
Mstep: Class 4 contains 882 members 
Mstep: Class 5 contains 24433 members 
Mstep: Class 6 contains 77853 members 
Mstep: Class 7 contains 113240 members 
Mstep: Class 8 contains 37121 members 
Mstep: Class 9 contains 31243 members 
Mstep: Class 10 contains 19002 members 
Mstep: Class 11 contains 87836 members 
Mstep: Class 12 contains 143786 members 
Mstep: Class 13 contains 4888 members 
Mstep: Class 14 contains 960 members 
Mstep: Class 15 contains 1467 members 
Mstep: Class 16 contains 113872 members 
Mstep: Class 17 contains 1708 members 
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Mstep: Class 19 contains 120674 members 
Mstep: Class 20 contains 15816 members 
Mstep: Class 21 contains 929 members 
Mstep: Class 22 contains 103549 members 
Mstep: Class 23 contains 11964 members 
Mstep: Class 24 contains 151928 members 
Mstep: Class 25 contains 101796 members 
Mstep: Class 26 contains 46466 members 
Mstep: Class 27 contains 949 members 
Mstep: Class 28 contains 1988 members 
Mstep: Class 29 contains 8612 members 
Mstep: Class 30 contains 133617 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 533 members 
Mstep: Class 33 contains 124577 members 
Entering Unmasked Estep 
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Iteration 65Q: 34 clusters Score -1.94545e+08 nChanged 25480
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 201205 members 
Mstep: Class 3 contains 32731 members 
Mstep: Class 4 contains 874 members 
Mstep: Class 5 contains 25217 members 
Mstep: Class 6 contains 77686 members 
Mstep: Class 7 contains 112429 members 
Mstep: Class 8 contains 37051 members 
Mstep: Class 9 contains 31327 members 
Mstep: Class 10 contains 18867 members 
Mstep: Class 11 contains 89146 members 
Mstep: Class 12 contains 147997 members 
Mstep: Class 13 contains 4879 members 
Mstep: Class 14 contains 959 members 
Mstep: Class 15 contains 1477 members 
Mstep: Class 16 contains 113066 members 
Mstep: Class 17 contains 1707 members 
Mstep: Class 18 contains 716 members 
Mstep: Class 19 contains 119069 members 
Mstep: Class 20 contains 15967 members 
Mstep: Class 21 contains 937 members 
Mstep: Class 22 contains 101603 members 
Mstep: Class 23 contains 11979 members 
Mstep: Class 24 contains 151104 members 
Mstep: Class 25 contains 101256 members 
Mstep: Class 26 contains 46943 members 
Mstep: Class 27 contains 948 members 
Mstep: Class 28 contains 1988 members 
Mstep: Class 29 contains 8681 members 
Mstep: Class 30 contains 135169 members 
Mstep: Class 31 contains 698 members 
Mstep: Class 32 contains 531 members 
Mstep: Class 33 contains 122851 members 
Entering Unmasked Estep 
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Iteration 66Q: 34 clusters Score -1.94545e+08 nChanged 25149
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 201173 members 
Mstep: Class 3 contains 32821 members 
Mstep: Class 4 contains 864 members 
Mstep: Class 5 contains 26064 members 
Mstep: Class 6 contains 77522 members 
Mstep: Class 7 contains 111602 members 
Mstep: Class 8 contains 37018 members 
Mstep: Class 9 contains 31402 members 
Mstep: Class 10 contains 18770 members 
Mstep: Class 11 contains 90467 members 
Mstep: Class 12 contains 150886 members 
Mstep: Class 13 contains 4874 members 
Mstep: Class 14 contains 956 members 
Mstep: Class 15 contains 1489 members 
Mstep: Class 16 contains 112328 members 
Mstep: Class 17 contains 1707 members 
Mstep: Class 18 contains 716 members 
Mstep: Class 19 contains 117721 members 
Mstep: Class 20 contains 16204 members 
Mstep: Class 21 contains 944 members 
Mstep: Class 22 contains 99937 members 
Mstep: Class 23 contains 11998 members 
Mstep: Class 24 contains 150581 members 
Mstep: Class 25 contains 100768 members 
Mstep: Class 26 contains 47424 members 
Mstep: Class 27 contains 948 members 
Mstep: Class 28 contains 1990 members 
Mstep: Class 29 contains 8753 members 
Mstep: Class 30 contains 136401 members 
Mstep: Class 31 contains 699 members 
Mstep: Class 32 contains 531 members 
Mstep: Class 33 contains 121517 members 
Entering Unmasked Estep 
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Iteration 67Q: 34 clusters Score -1.94546e+08 nChanged 24402
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 201163 members 
Mstep: Class 3 contains 32974 members 
Mstep: Class 4 contains 861 members 
Mstep: Class 5 contains 26928 members 
Mstep: Class 6 contains 77362 members 
Mstep: Class 7 contains 110922 members 
Mstep: Class 8 contains 36953 members 
Mstep: Class 9 contains 31463 members 
Mstep: Class 10 contains 18695 members 
Mstep: Class 11 contains 91835 members 
Mstep: Class 12 contains 152132 members 
Mstep: Class 13 contains 4872 members 
Mstep: Class 14 contains 956 members 
Mstep: Class 15 contains 1500 members 
Mstep: Class 16 contains 111734 members 
Mstep: Class 17 contains 1707 members 
Mstep: Class 18 contains 715 members 
Mstep: Class 19 contains 116594 members 
Mstep: Class 20 contains 16497 members 
Mstep: Class 21 contains 945 members 
Mstep: Class 22 contains 98828 members 
Mstep: Class 23 contains 12008 members 
Mstep: Class 24 contains 150159 members 
Mstep: Class 25 contains 100465 members 
Mstep: Class 26 contains 47854 members 
Mstep: Class 27 contains 949 members 
Mstep: Class 28 contains 1991 members 
Mstep: Class 29 contains 8848 members 
Mstep: Class 30 contains 137506 members 
Mstep: Class 31 contains 700 members 
Mstep: Class 32 contains 531 members 
Mstep: Class 33 contains 120438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194546448.000000 Penalty: 77002.867188
Iteration 68Q: 34 clusters Score -1.945464e+08 nChanged 22928
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 201172 members 
Mstep: Class 3 contains 33135 members 
Mstep: Class 4 contains 859 members 
Mstep: Class 5 contains 27765 members 
Mstep: Class 6 contains 77203 members 
Mstep: Class 7 contains 110338 members 
Mstep: Class 8 contains 36895 members 
Mstep: Class 9 contains 31499 members 
Mstep: Class 10 contains 18640 members 
Mstep: Class 11 contains 93374 members 
Mstep: Class 12 contains 151938 members 
Mstep: Class 13 contains 4877 members 
Mstep: Class 14 contains 955 members 
Mstep: Class 15 contains 1511 members 
Mstep: Class 16 contains 111248 members 
Mstep: Class 17 contains 1709 members 
Mstep: Class 18 contains 712 members 
Mstep: Class 19 contains 115575 members 
Mstep: Class 20 contains 16878 members 
Mstep: Class 21 contains 946 members 
Mstep: Class 22 contains 98124 members 
Mstep: Class 23 contains 12034 members 
Mstep: Class 24 contains 149940 members 
Mstep: Class 25 contains 100237 members 
Mstep: Class 26 contains 48234 members 
Mstep: Class 27 contains 950 members 
Mstep: Class 28 contains 1993 members 
Mstep: Class 29 contains 8947 members 
Mstep: Class 30 contains 138469 members 
Mstep: Class 31 contains 701 members 
Mstep: Class 32 contains 531 members 
Mstep: Class 33 contains 119708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194546128.000000 Penalty: 77002.867188
Iteration 69Q: 34 clusters Score -1.945461e+08 nChanged 21762
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 201170 members 
Mstep: Class 3 contains 33308 members 
Mstep: Class 4 contains 854 members 
Mstep: Class 5 contains 28591 members 
Mstep: Class 6 contains 77068 members 
Mstep: Class 7 contains 109923 members 
Mstep: Class 8 contains 36859 members 
Mstep: Class 9 contains 31544 members 
Mstep: Class 10 contains 18612 members 
Mstep: Class 11 contains 95063 members 
Mstep: Class 12 contains 150384 members 
Mstep: Class 13 contains 4882 members 
Mstep: Class 14 contains 955 members 
Mstep: Class 15 contains 1524 members 
Mstep: Class 16 contains 110737 members 
Mstep: Class 17 contains 1712 members 
Mstep: Class 18 contains 711 members 
Mstep: Class 19 contains 114802 members 
Mstep: Class 20 contains 17281 members 
Mstep: Class 21 contains 951 members 
Mstep: Class 22 contains 97957 members 
Mstep: Class 23 contains 12039 members 
Mstep: Class 24 contains 149769 members 
Mstep: Class 25 contains 100172 members 
Mstep: Class 26 contains 48482 members 
Mstep: Class 27 contains 950 members 
Mstep: Class 28 contains 1989 members 
Mstep: Class 29 contains 9041 members 
Mstep: Class 30 contains 139371 members 
Mstep: Class 31 contains 701 members 
Mstep: Class 32 contains 531 members 
Mstep: Class 33 contains 119228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194546128.000000 Penalty: 77002.867188
Iteration 70Q: 34 clusters Score -1.945461e+08 nChanged 20134
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 201168 members 
Mstep: Class 3 contains 33498 members 
Mstep: Class 4 contains 850 members 
Mstep: Class 5 contains 29324 members 
Mstep: Class 6 contains 76958 members 
Mstep: Class 7 contains 109673 members 
Mstep: Class 8 contains 36821 members 
Mstep: Class 9 contains 31596 members 
Mstep: Class 10 contains 18575 members 
Mstep: Class 11 contains 96940 members 
Mstep: Class 12 contains 147764 members 
Mstep: Class 13 contains 4886 members 
Mstep: Class 14 contains 955 members 
Mstep: Class 15 contains 1533 members 
Mstep: Class 16 contains 110344 members 
Mstep: Class 17 contains 1714 members 
Mstep: Class 18 contains 709 members 
Mstep: Class 19 contains 114158 members 
Mstep: Class 20 contains 17652 members 
Mstep: Class 21 contains 957 members 
Mstep: Class 22 contains 98181 members 
Mstep: Class 23 contains 12057 members 
Mstep: Class 24 contains 149569 members 
Mstep: Class 25 contains 100236 members 
Mstep: Class 26 contains 48687 members 
Mstep: Class 27 contains 950 members 
Mstep: Class 28 contains 1991 members 
Mstep: Class 29 contains 9136 members 
Mstep: Class 30 contains 140179 members 
Mstep: Class 31 contains 701 members 
Mstep: Class 32 contains 531 members 
Mstep: Class 33 contains 118907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194546544.000000 Penalty: 77002.867188
Iteration 71Q: 34 clusters Score -1.945465e+08 nChanged 18774
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 201162 members 
Mstep: Class 3 contains 33743 members 
Mstep: Class 4 contains 843 members 
Mstep: Class 5 contains 30030 members 
Mstep: Class 6 contains 76818 members 
Mstep: Class 7 contains 109457 members 
Mstep: Class 8 contains 36801 members 
Mstep: Class 9 contains 31646 members 
Mstep: Class 10 contains 18558 members 
Mstep: Class 11 contains 98659 members 
Mstep: Class 12 contains 144492 members 
Mstep: Class 13 contains 4890 members 
Mstep: Class 14 contains 954 members 
Mstep: Class 15 contains 1547 members 
Mstep: Class 16 contains 110111 members 
Mstep: Class 17 contains 1715 members 
Mstep: Class 18 contains 708 members 
Mstep: Class 19 contains 113823 members 
Mstep: Class 20 contains 18009 members 
Mstep: Class 21 contains 964 members 
Mstep: Class 22 contains 98741 members 
Mstep: Class 23 contains 12068 members 
Mstep: Class 24 contains 149365 members 
Mstep: Class 25 contains 100350 members 
Mstep: Class 26 contains 48837 members 
Mstep: Class 27 contains 948 members 
Mstep: Class 28 contains 1990 members 
Mstep: Class 29 contains 9225 members 
Mstep: Class 30 contains 140901 members 
Mstep: Class 31 contains 701 members 
Mstep: Class 32 contains 531 members 
Mstep: Class 33 contains 118667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194547072.000000 Penalty: 77002.867188
Iteration 72Q: 34 clusters Score -1.945471e+08 nChanged 17433
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 201157 members 
Mstep: Class 3 contains 34019 members 
Mstep: Class 4 contains 838 members 
Mstep: Class 5 contains 30680 members 
Mstep: Class 6 contains 76666 members 
Mstep: Class 7 contains 109163 members 
Mstep: Class 8 contains 36800 members 
Mstep: Class 9 contains 31703 members 
Mstep: Class 10 contains 18557 members 
Mstep: Class 11 contains 99865 members 
Mstep: Class 12 contains 140865 members 
Mstep: Class 13 contains 4888 members 
Mstep: Class 14 contains 953 members 
Mstep: Class 15 contains 1555 members 
Mstep: Class 16 contains 110140 members 
Mstep: Class 17 contains 1715 members 
Mstep: Class 18 contains 708 members 
Mstep: Class 19 contains 113765 members 
Mstep: Class 20 contains 18453 members 
Mstep: Class 21 contains 969 members 
Mstep: Class 22 contains 99596 members 
Mstep: Class 23 contains 12077 members 
Mstep: Class 24 contains 149250 members 
Mstep: Class 25 contains 100343 members 
Mstep: Class 26 contains 48892 members 
Mstep: Class 27 contains 948 members 
Mstep: Class 28 contains 1989 members 
Mstep: Class 29 contains 9326 members 
Mstep: Class 30 contains 141665 members 
Mstep: Class 31 contains 701 members 
Mstep: Class 32 contains 531 members 
Mstep: Class 33 contains 118526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194546880.000000 Penalty: 77002.867188
Iteration 73Q: 34 clusters Score -1.945469e+08 nChanged 16341
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 201124 members 
Mstep: Class 3 contains 34263 members 
Mstep: Class 4 contains 835 members 
Mstep: Class 5 contains 31285 members 
Mstep: Class 6 contains 76528 members 
Mstep: Class 7 contains 108874 members 
Mstep: Class 8 contains 36805 members 
Mstep: Class 9 contains 31745 members 
Mstep: Class 10 contains 18559 members 
Mstep: Class 11 contains 100721 members 
Mstep: Class 12 contains 137242 members 
Mstep: Class 13 contains 4886 members 
Mstep: Class 14 contains 952 members 
Mstep: Class 15 contains 1566 members 
Mstep: Class 16 contains 110332 members 
Mstep: Class 17 contains 1716 members 
Mstep: Class 18 contains 708 members 
Mstep: Class 19 contains 113871 members 
Mstep: Class 20 contains 18916 members 
Mstep: Class 21 contains 972 members 
Mstep: Class 22 contains 100573 members 
Mstep: Class 23 contains 12093 members 
Mstep: Class 24 contains 149026 members 
Mstep: Class 25 contains 100278 members 
Mstep: Class 26 contains 48907 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 1990 members 
Mstep: Class 29 contains 9403 members 
Mstep: Class 30 contains 142481 members 
Mstep: Class 31 contains 701 members 
Mstep: Class 32 contains 531 members 
Mstep: Class 33 contains 118500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194547984.000000 Penalty: 77002.867188
Iteration 74Q: 34 clusters Score -1.94548e+08 nChanged 15548
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 201118 members 
Mstep: Class 3 contains 34553 members 
Mstep: Class 4 contains 833 members 
Mstep: Class 5 contains 31855 members 
Mstep: Class 6 contains 76395 members 
Mstep: Class 7 contains 108510 members 
Mstep: Class 8 contains 36814 members 
Mstep: Class 9 contains 31795 members 
Mstep: Class 10 contains 18554 members 
Mstep: Class 11 contains 101321 members 
Mstep: Class 12 contains 133948 members 
Mstep: Class 13 contains 4885 members 
Mstep: Class 14 contains 950 members 
Mstep: Class 15 contains 1575 members 
Mstep: Class 16 contains 110687 members 
Mstep: Class 17 contains 1713 members 
Mstep: Class 18 contains 709 members 
Mstep: Class 19 contains 113990 members 
Mstep: Class 20 contains 19340 members 
Mstep: Class 21 contains 973 members 
Mstep: Class 22 contains 101602 members 
Mstep: Class 23 contains 12101 members 
Mstep: Class 24 contains 148813 members 
Mstep: Class 25 contains 100150 members 
Mstep: Class 26 contains 48922 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 1992 members 
Mstep: Class 29 contains 9461 members 
Mstep: Class 30 contains 143213 members 
Mstep: Class 31 contains 701 members 
Mstep: Class 32 contains 531 members 
Mstep: Class 33 contains 118427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194549376.000000 Penalty: 77002.867188
Iteration 75Q: 34 clusters Score -1.945494e+08 nChanged 15157
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 201080 members 
Mstep: Class 3 contains 34789 members 
Mstep: Class 4 contains 832 members 
Mstep: Class 5 contains 32417 members 
Mstep: Class 6 contains 76254 members 
Mstep: Class 7 contains 108157 members 
Mstep: Class 8 contains 36794 members 
Mstep: Class 9 contains 31850 members 
Mstep: Class 10 contains 18558 members 
Mstep: Class 11 contains 101733 members 
Mstep: Class 12 contains 131025 members 
Mstep: Class 13 contains 4889 members 
Mstep: Class 14 contains 948 members 
Mstep: Class 15 contains 1584 members 
Mstep: Class 16 contains 111106 members 
Mstep: Class 17 contains 1712 members 
Mstep: Class 18 contains 709 members 
Mstep: Class 19 contains 114200 members 
Mstep: Class 20 contains 19754 members 
Mstep: Class 21 contains 974 members 
Mstep: Class 22 contains 102715 members 
Mstep: Class 23 contains 12103 members 
Mstep: Class 24 contains 148444 members 
Mstep: Class 25 contains 100003 members 
Mstep: Class 26 contains 48920 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 1993 members 
Mstep: Class 29 contains 9505 members 
Mstep: Class 30 contains 143842 members 
Mstep: Class 31 contains 702 members 
Mstep: Class 32 contains 531 members 
Mstep: Class 33 contains 118354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194549056.000000 Penalty: 77002.867188
Iteration 76Q: 34 clusters Score -1.945491e+08 nChanged 14531
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 201054 members 
Mstep: Class 3 contains 35064 members 
Mstep: Class 4 contains 832 members 
Mstep: Class 5 contains 32975 members 
Mstep: Class 6 contains 76122 members 
Mstep: Class 7 contains 107814 members 
Mstep: Class 8 contains 36764 members 
Mstep: Class 9 contains 31915 members 
Mstep: Class 10 contains 18549 members 
Mstep: Class 11 contains 101989 members 
Mstep: Class 12 contains 128419 members 
Mstep: Class 13 contains 4890 members 
Mstep: Class 14 contains 947 members 
Mstep: Class 15 contains 1590 members 
Mstep: Class 16 contains 111620 members 
Mstep: Class 17 contains 1712 members 
Mstep: Class 18 contains 709 members 
Mstep: Class 19 contains 114443 members 
Mstep: Class 20 contains 20157 members 
Mstep: Class 21 contains 975 members 
Mstep: Class 22 contains 103770 members 
Mstep: Class 23 contains 12122 members 
Mstep: Class 24 contains 148103 members 
Mstep: Class 25 contains 99777 members 
Mstep: Class 26 contains 48882 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 1995 members 
Mstep: Class 29 contains 9553 members 
Mstep: Class 30 contains 144349 members 
Mstep: Class 31 contains 702 members 
Mstep: Class 32 contains 531 members 
Mstep: Class 33 contains 118194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194549328.000000 Penalty: 77002.867188
Iteration 77Q: 34 clusters Score -1.945493e+08 nChanged 14263
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 201038 members 
Mstep: Class 3 contains 35322 members 
Mstep: Class 4 contains 832 members 
Mstep: Class 5 contains 33498 members 
Mstep: Class 6 contains 75999 members 
Mstep: Class 7 contains 107409 members 
Mstep: Class 8 contains 36735 members 
Mstep: Class 9 contains 31965 members 
Mstep: Class 10 contains 18522 members 
Mstep: Class 11 contains 102095 members 
Mstep: Class 12 contains 126197 members 
Mstep: Class 13 contains 4893 members 
Mstep: Class 14 contains 946 members 
Mstep: Class 15 contains 1601 members 
Mstep: Class 16 contains 112185 members 
Mstep: Class 17 contains 1712 members 
Mstep: Class 18 contains 709 members 
Mstep: Class 19 contains 114704 members 
Mstep: Class 20 contains 20542 members 
Mstep: Class 21 contains 976 members 
Mstep: Class 22 contains 104756 members 
Mstep: Class 23 contains 12141 members 
Mstep: Class 24 contains 147755 members 
Mstep: Class 25 contains 99543 members 
Mstep: Class 26 contains 48868 members 
Mstep: Class 27 contains 947 members 
Mstep: Class 28 contains 1996 members 
Mstep: Class 29 contains 9599 members 
Mstep: Class 30 contains 144770 members 
Mstep: Class 31 contains 702 members 
Mstep: Class 32 contains 531 members 
Mstep: Class 33 contains 118026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194549536.000000 Penalty: 77002.867188
Iteration 78Q: 34 clusters Score -1.945495e+08 nChanged 13694
Entering ConstructFrom: 
Score: -194549536.000000 Penalty: 77002.867188
Entering ConstructFrom: 
Trying to split cluster 1 (5241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Entering Unmasked Estep 
Score: -607546.812500 Penalty: 1391.693359
	Iteration 0F: 2 clusters Score -607546.8 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 2571 members 
Entering Unmasked Estep 
Score: -603389.312500 Penalty: 2783.386719
	Iteration 0F: 3 clusters Score -603389.3 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -604545.750000 Penalty: 2783.386719
	Iteration 1F: 3 clusters Score -604545.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -604768.062500 Penalty: 2783.386719
	Iteration 2F: 3 clusters Score -604768.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -604961.187500 Penalty: 2783.386719
	Iteration 3F: 3 clusters Score -604961.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -605161.062500 Penalty: 2783.386719
	Iteration 4F: 3 clusters Score -605161.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -605327.625000 Penalty: 2783.386719
	Iteration 5Q: 3 clusters Score -605327.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -605467.937500 Penalty: 2783.386719
	Iteration 6Q: 3 clusters Score -605467.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -605593.812500 Penalty: 2783.386719
	Iteration 7Q: 3 clusters Score -605593.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -605711.687500 Penalty: 2783.386719
	Iteration 8Q: 3 clusters Score -605711.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -605784.187500 Penalty: 2783.386719
	Iteration 9Q: 3 clusters Score -605784.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -605842.000000 Penalty: 2783.386719
	Iteration 10Q: 3 clusters Score -605842 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -605898.375000 Penalty: 2783.386719
	Iteration 11Q: 3 clusters Score -605898.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -605941.375000 Penalty: 2783.386719
	Iteration 12Q: 3 clusters Score -605941.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -605984.312500 Penalty: 2783.386719
	Iteration 13Q: 3 clusters Score -605984.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -606021.750000 Penalty: 2783.386719
	Iteration 14Q: 3 clusters Score -606021.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -606047.937500 Penalty: 2783.386719
	Iteration 15Q: 3 clusters Score -606047.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -606074.687500 Penalty: 2783.386719
	Iteration 16Q: 3 clusters Score -606074.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -606099.562500 Penalty: 2783.386719
	Iteration 17Q: 3 clusters Score -606099.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -606118.375000 Penalty: 2783.386719
	Iteration 18Q: 3 clusters Score -606118.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -606133.000000 Penalty: 2783.386719
	Iteration 19Q: 3 clusters Score -606133 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -606147.875000 Penalty: 2783.386719
	Iteration 20F: 3 clusters Score -606147.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -606164.750000 Penalty: 2783.386719
	Iteration 21Q: 3 clusters Score -606164.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -606177.000000 Penalty: 2783.386719
	Iteration 22Q: 3 clusters Score -606177 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -606191.562500 Penalty: 2783.386719
	Iteration 23Q: 3 clusters Score -606191.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -606196.812500 Penalty: 2783.386719
	Iteration 24Q: 3 clusters Score -606196.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -606200.875000 Penalty: 2783.386719
	Iteration 25Q: 3 clusters Score -606200.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -606202.000000 Penalty: 2783.386719
	Iteration 26Q: 3 clusters Score -606202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -606204.250000 Penalty: 2783.386719
	Iteration 27Q: 3 clusters Score -606204.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -606206.812500 Penalty: 2783.386719
	Iteration 28Q: 3 clusters Score -606206.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -606209.750000 Penalty: 2783.386719
	Iteration 29Q: 3 clusters Score -606209.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -606212.750000 Penalty: 2783.386719
	Iteration 30Q: 3 clusters Score -606212.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -606215.437500 Penalty: 2783.386719
	Iteration 31Q: 3 clusters Score -606215.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -606219.125000 Penalty: 2783.386719
	Iteration 32Q: 3 clusters Score -606219.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -606225.250000 Penalty: 2783.386719
	Iteration 33Q: 3 clusters Score -606225.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -606230.500000 Penalty: 2783.386719
	Iteration 34Q: 3 clusters Score -606230.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -606232.812500 Penalty: 2783.386719
	Iteration 35Q: 3 clusters Score -606232.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -606234.562500 Penalty: 2783.386719
	Iteration 36Q: 3 clusters Score -606234.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -606238.500000 Penalty: 2783.386719
	Iteration 37Q: 3 clusters Score -606238.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -606241.687500 Penalty: 2783.386719
	Iteration 38Q: 3 clusters Score -606241.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -606244.250000 Penalty: 2783.386719
	Iteration 39Q: 3 clusters Score -606244.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -606248.562500 Penalty: 2783.386719
	Iteration 40F: 3 clusters Score -606248.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -606252.250000 Penalty: 2783.386719
	Iteration 41Q: 3 clusters Score -606252.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -606252.687500 Penalty: 2783.386719
	Iteration 42Q: 3 clusters Score -606252.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -606253.312500 Penalty: 2783.386719
	Iteration 43Q: 3 clusters Score -606253.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -606254.875000 Penalty: 2783.386719
	Iteration 44Q: 3 clusters Score -606254.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -606256.250000 Penalty: 2783.386719
	Iteration 45Q: 3 clusters Score -606256.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -606256.875000 Penalty: 2783.386719
	Iteration 46Q: 3 clusters Score -606256.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -606258.250000 Penalty: 2783.386719
	Iteration 47Q: 3 clusters Score -606258.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -606259.062500 Penalty: 2783.386719
	Iteration 48Q: 3 clusters Score -606259.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -606262.750000 Penalty: 2783.386719
	Iteration 49Q: 3 clusters Score -606262.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -606265.500000 Penalty: 2783.386719
	Iteration 50Q: 3 clusters Score -606265.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -606271.375000 Penalty: 2783.386719
	Iteration 51Q: 3 clusters Score -606271.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -606278.312500 Penalty: 2783.386719
	Iteration 52Q: 3 clusters Score -606278.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -606287.062500 Penalty: 2783.386719
	Iteration 53Q: 3 clusters Score -606287.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -606294.875000 Penalty: 2783.386719
	Iteration 54Q: 3 clusters Score -606294.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -606301.812500 Penalty: 2783.386719
	Iteration 55Q: 3 clusters Score -606301.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -606308.000000 Penalty: 2783.386719
	Iteration 56Q: 3 clusters Score -606308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -606312.125000 Penalty: 2783.386719
	Iteration 57Q: 3 clusters Score -606312.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -606314.687500 Penalty: 2783.386719
	Iteration 58Q: 3 clusters Score -606314.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -606317.750000 Penalty: 2783.386719
	Iteration 59Q: 3 clusters Score -606317.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -606318.437500 Penalty: 2783.386719
	Iteration 60F: 3 clusters Score -606318.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -606319.125000 Penalty: 2783.386719
	Iteration 61Q: 3 clusters Score -606319.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -606319.375000 Penalty: 2783.386719
	Iteration 62Q: 3 clusters Score -606319.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -606320.687500 Penalty: 2783.386719
	Iteration 63Q: 3 clusters Score -606320.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -606320.687500 Penalty: 2783.386719
	Iteration 64F: 3 clusters Score -606320.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (200997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200997 members 
Entering Unmasked Estep 
Score: -23017982.000000 Penalty: 1984.294800
	Iteration 0F: 2 clusters Score -2.301798e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100220 members 
Mstep: Class 2 contains 100777 members 
Entering Unmasked Estep 
Score: -22911900.000000 Penalty: 3968.589600
	Iteration 0F: 3 clusters Score -2.29119e+07 nChanged 97540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96858 members 
Mstep: Class 2 contains 104139 members 
Entering Unmasked Estep 
Score: -22970036.000000 Penalty: 3968.589600
	Iteration 1F: 3 clusters Score -2.297004e+07 nChanged 7299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96305 members 
Mstep: Class 2 contains 104692 members 
Entering Unmasked Estep 
Score: -22972160.000000 Penalty: 3968.589600
	Iteration 2Q: 3 clusters Score -2.297216e+07 nChanged 8921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95958 members 
Mstep: Class 2 contains 105039 members 
Entering Unmasked Estep 
Score: -22975846.000000 Penalty: 3968.589600
	Iteration 3Q: 3 clusters Score -2.297585e+07 nChanged 11022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95968 members 
Mstep: Class 2 contains 105029 members 
Entering Unmasked Estep 
Score: -22981598.000000 Penalty: 3968.589600
	Iteration 4F: 3 clusters Score -2.29816e+07 nChanged 13297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96655 members 
Mstep: Class 2 contains 104342 members 
Entering Unmasked Estep 
Score: -22990836.000000 Penalty: 3968.589600
	Iteration 5F: 3 clusters Score -2.299084e+07 nChanged 14666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98187 members 
Mstep: Class 2 contains 102810 members 
Entering Unmasked Estep 
Score: -23001212.000000 Penalty: 3968.589600
	Iteration 6F: 3 clusters Score -2.300121e+07 nChanged 13148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100743 members 
Mstep: Class 2 contains 100254 members 
Entering Unmasked Estep 
Score: -23008054.000000 Penalty: 3968.589600
	Iteration 7F: 3 clusters Score -2.300805e+07 nChanged 8755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103802 members 
Mstep: Class 2 contains 97195 members 
Entering Unmasked Estep 
Score: -23010530.000000 Penalty: 3968.589600
	Iteration 8Q: 3 clusters Score -2.301053e+07 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106726 members 
Mstep: Class 2 contains 94271 members 
Entering Unmasked Estep 
Score: -23011244.000000 Penalty: 3968.589600
	Iteration 9Q: 3 clusters Score -2.301124e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109271 members 
Mstep: Class 2 contains 91726 members 
Entering Unmasked Estep 
Score: -23011508.000000 Penalty: 3968.589600
	Iteration 10Q: 3 clusters Score -2.301151e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111481 members 
Mstep: Class 2 contains 89516 members 
Entering Unmasked Estep 
Score: -23011782.000000 Penalty: 3968.589600
	Iteration 11Q: 3 clusters Score -2.301178e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113660 members 
Mstep: Class 2 contains 87337 members 
Entering Unmasked Estep 
Score: -23011788.000000 Penalty: 3968.589600
	Iteration 12Q: 3 clusters Score -2.301179e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115677 members 
Mstep: Class 2 contains 85320 members 
Entering Unmasked Estep 
Score: -23011962.000000 Penalty: 3968.589600
	Iteration 13Q: 3 clusters Score -2.301196e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117422 members 
Mstep: Class 2 contains 83575 members 
Entering Unmasked Estep 
Score: -23012184.000000 Penalty: 3968.589600
	Iteration 14Q: 3 clusters Score -2.301218e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118995 members 
Mstep: Class 2 contains 82002 members 
Entering Unmasked Estep 
Score: -23012364.000000 Penalty: 3968.589600
	Iteration 15Q: 3 clusters Score -2.301236e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120488 members 
Mstep: Class 2 contains 80509 members 
Entering Unmasked Estep 
Score: -23012528.000000 Penalty: 3968.589600
	Iteration 16Q: 3 clusters Score -2.301253e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121898 members 
Mstep: Class 2 contains 79099 members 
Entering Unmasked Estep 
Score: -23012738.000000 Penalty: 3968.589600
	Iteration 17Q: 3 clusters Score -2.301274e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123400 members 
Mstep: Class 2 contains 77597 members 
Entering Unmasked Estep 
Score: -23012944.000000 Penalty: 3968.589600
	Iteration 18Q: 3 clusters Score -2.301294e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124931 members 
Mstep: Class 2 contains 76066 members 
Entering Unmasked Estep 
Score: -23013266.000000 Penalty: 3968.589600
	Iteration 19Q: 3 clusters Score -2.301327e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126423 members 
Mstep: Class 2 contains 74574 members 
Entering Unmasked Estep 
Score: -23013576.000000 Penalty: 3968.589600
	Iteration 20F: 3 clusters Score -2.301358e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128014 members 
Mstep: Class 2 contains 72983 members 
Entering Unmasked Estep 
Score: -23013694.000000 Penalty: 3968.589600
	Iteration 21Q: 3 clusters Score -2.301369e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129826 members 
Mstep: Class 2 contains 71171 members 
Entering Unmasked Estep 
Score: -23014146.000000 Penalty: 3968.589600
	Iteration 22Q: 3 clusters Score -2.301415e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131818 members 
Mstep: Class 2 contains 69179 members 
Entering Unmasked Estep 
Score: -23014538.000000 Penalty: 3968.589600
	Iteration 23Q: 3 clusters Score -2.301454e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133824 members 
Mstep: Class 2 contains 67173 members 
Entering Unmasked Estep 
Score: -23014924.000000 Penalty: 3968.589600
	Iteration 24Q: 3 clusters Score -2.301492e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135892 members 
Mstep: Class 2 contains 65105 members 
Entering Unmasked Estep 
Score: -23015194.000000 Penalty: 3968.589600
	Iteration 25Q: 3 clusters Score -2.301519e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138015 members 
Mstep: Class 2 contains 62982 members 
Entering Unmasked Estep 
Score: -23015424.000000 Penalty: 3968.589600
	Iteration 26Q: 3 clusters Score -2.301542e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140121 members 
Mstep: Class 2 contains 60876 members 
Entering Unmasked Estep 
Score: -23015624.000000 Penalty: 3968.589600
	Iteration 27Q: 3 clusters Score -2.301562e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142309 members 
Mstep: Class 2 contains 58688 members 
Entering Unmasked Estep 
Score: -23016046.000000 Penalty: 3968.589600
	Iteration 28Q: 3 clusters Score -2.301605e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144517 members 
Mstep: Class 2 contains 56480 members 
Entering Unmasked Estep 
Score: -23016252.000000 Penalty: 3968.589600
	Iteration 29Q: 3 clusters Score -2.301625e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146657 members 
Mstep: Class 2 contains 54340 members 
Entering Unmasked Estep 
Score: -23016406.000000 Penalty: 3968.589600
	Iteration 30Q: 3 clusters Score -2.301641e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148741 members 
Mstep: Class 2 contains 52256 members 
Entering Unmasked Estep 
Score: -23016674.000000 Penalty: 3968.589600
	Iteration 31Q: 3 clusters Score -2.301667e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150838 members 
Mstep: Class 2 contains 50159 members 
Entering Unmasked Estep 
Score: -23017026.000000 Penalty: 3968.589600
	Iteration 32Q: 3 clusters Score -2.301703e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152895 members 
Mstep: Class 2 contains 48102 members 
Entering Unmasked Estep 
Score: -23017302.000000 Penalty: 3968.589600
	Iteration 33Q: 3 clusters Score -2.30173e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154821 members 
Mstep: Class 2 contains 46176 members 
Entering Unmasked Estep 
Score: -23017570.000000 Penalty: 3968.589600
	Iteration 34Q: 3 clusters Score -2.301757e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156693 members 
Mstep: Class 2 contains 44304 members 
Entering Unmasked Estep 
Score: -23017692.000000 Penalty: 3968.589600
	Iteration 35Q: 3 clusters Score -2.301769e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158487 members 
Mstep: Class 2 contains 42510 members 
Entering Unmasked Estep 
Score: -23017864.000000 Penalty: 3968.589600
	Iteration 36Q: 3 clusters Score -2.301786e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160158 members 
Mstep: Class 2 contains 40839 members 
Entering Unmasked Estep 
Score: -23018134.000000 Penalty: 3968.589600
	Iteration 37Q: 3 clusters Score -2.301813e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161755 members 
Mstep: Class 2 contains 39242 members 
Entering Unmasked Estep 
Score: -23018592.000000 Penalty: 3968.589600
	Iteration 38Q: 3 clusters Score -2.301859e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163321 members 
Mstep: Class 2 contains 37676 members 
Entering Unmasked Estep 
Score: -23018692.000000 Penalty: 3968.589600
	Iteration 39Q: 3 clusters Score -2.301869e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164924 members 
Mstep: Class 2 contains 36073 members 
Entering Unmasked Estep 
Score: -23019130.000000 Penalty: 3968.589600
	Iteration 40F: 3 clusters Score -2.301913e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166459 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -23019412.000000 Penalty: 3968.589600
	Iteration 41Q: 3 clusters Score -2.301941e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168039 members 
Mstep: Class 2 contains 32958 members 
Entering Unmasked Estep 
Score: -23019714.000000 Penalty: 3968.589600
	Iteration 42Q: 3 clusters Score -2.301971e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169662 members 
Mstep: Class 2 contains 31335 members 
Entering Unmasked Estep 
Score: -23019970.000000 Penalty: 3968.589600
	Iteration 43Q: 3 clusters Score -2.301997e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171258 members 
Mstep: Class 2 contains 29739 members 
Entering Unmasked Estep 
Score: -23020108.000000 Penalty: 3968.589600
	Iteration 44Q: 3 clusters Score -2.302011e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172837 members 
Mstep: Class 2 contains 28160 members 
Entering Unmasked Estep 
Score: -23020322.000000 Penalty: 3968.589600
	Iteration 45Q: 3 clusters Score -2.302032e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174304 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -23020392.000000 Penalty: 3968.589600
	Iteration 46Q: 3 clusters Score -2.302039e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175787 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -23020508.000000 Penalty: 3968.589600
	Iteration 47Q: 3 clusters Score -2.302051e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177309 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -23020544.000000 Penalty: 3968.589600
	Iteration 48Q: 3 clusters Score -2.302054e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178947 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -23020650.000000 Penalty: 3968.589600
	Iteration 49Q: 3 clusters Score -2.302065e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180686 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -23020746.000000 Penalty: 3968.589600
	Iteration 50Q: 3 clusters Score -2.302075e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182419 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -23021418.000000 Penalty: 3968.589600
	Iteration 51Q: 3 clusters Score -2.302142e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184215 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -23021960.000000 Penalty: 3968.589600
	Iteration 52Q: 3 clusters Score -2.302196e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186115 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -23022332.000000 Penalty: 3968.589600
	Iteration 53Q: 3 clusters Score -2.302233e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188007 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -23022444.000000 Penalty: 3968.589600
	Iteration 54Q: 3 clusters Score -2.302244e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189859 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -23022250.000000 Penalty: 3968.589600
	Iteration 55Q: 3 clusters Score -2.302225e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191564 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -23021870.000000 Penalty: 3968.589600
	Iteration 56Q: 3 clusters Score -2.302187e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193072 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -23021306.000000 Penalty: 3968.589600
	Iteration 57Q: 3 clusters Score -2.302131e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194311 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -23021016.000000 Penalty: 3968.589600
	Iteration 58Q: 3 clusters Score -2.302102e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195361 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -23020482.000000 Penalty: 3968.589600
	Iteration 59Q: 3 clusters Score -2.302048e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196203 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -23020196.000000 Penalty: 3968.589600
	Iteration 60F: 3 clusters Score -2.30202e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196843 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -23019954.000000 Penalty: 3968.589600
	Iteration 61Q: 3 clusters Score -2.301995e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197351 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -23019696.000000 Penalty: 3968.589600
	Iteration 62Q: 3 clusters Score -2.30197e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197745 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -23019526.000000 Penalty: 3968.589600
	Iteration 63Q: 3 clusters Score -2.301953e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198065 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -23019372.000000 Penalty: 3968.589600
	Iteration 64Q: 3 clusters Score -2.301937e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198331 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -23019226.000000 Penalty: 3968.589600
	Iteration 65Q: 3 clusters Score -2.301923e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198540 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -23019086.000000 Penalty: 3968.589600
	Iteration 66Q: 3 clusters Score -2.301909e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198699 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -23019008.000000 Penalty: 3968.589600
	Iteration 67Q: 3 clusters Score -2.301901e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198841 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -23018908.000000 Penalty: 3968.589600
	Iteration 68Q: 3 clusters Score -2.301891e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198944 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -23018830.000000 Penalty: 3968.589600
	Iteration 69Q: 3 clusters Score -2.301883e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199026 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -23018822.000000 Penalty: 3968.589600
	Iteration 70Q: 3 clusters Score -2.301882e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199101 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -23018698.000000 Penalty: 3968.589600
	Iteration 71Q: 3 clusters Score -2.30187e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199165 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -23018652.000000 Penalty: 3968.589600
	Iteration 72Q: 3 clusters Score -2.301865e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199226 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -23018606.000000 Penalty: 3968.589600
	Iteration 73Q: 3 clusters Score -2.301861e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199273 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -23018580.000000 Penalty: 3968.589600
	Iteration 74Q: 3 clusters Score -2.301858e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199313 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -23018556.000000 Penalty: 3968.589600
	Iteration 75Q: 3 clusters Score -2.301856e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199347 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -23018512.000000 Penalty: 3968.589600
	Iteration 76Q: 3 clusters Score -2.301851e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199375 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -23018496.000000 Penalty: 3968.589600
	Iteration 77Q: 3 clusters Score -2.30185e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199402 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -23018472.000000 Penalty: 3968.589600
	Iteration 78Q: 3 clusters Score -2.301847e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199433 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -23018444.000000 Penalty: 3968.589600
	Iteration 79Q: 3 clusters Score -2.301844e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199449 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -23018424.000000 Penalty: 3968.589600
	Iteration 80F: 3 clusters Score -2.301842e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199462 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -23018420.000000 Penalty: 3968.589600
	Iteration 81Q: 3 clusters Score -2.301842e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199478 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -23018386.000000 Penalty: 3968.589600
	Iteration 82Q: 3 clusters Score -2.301839e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199499 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -23018378.000000 Penalty: 3968.589600
	Iteration 83Q: 3 clusters Score -2.301838e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199510 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -23018364.000000 Penalty: 3968.589600
	Iteration 84Q: 3 clusters Score -2.301836e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199516 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -23018366.000000 Penalty: 3968.589600
	Iteration 85Q: 3 clusters Score -2.301837e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199524 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -23018362.000000 Penalty: 3968.589600
	Iteration 86Q: 3 clusters Score -2.301836e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199531 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -23018350.000000 Penalty: 3968.589600
	Iteration 87Q: 3 clusters Score -2.301835e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199536 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -23018340.000000 Penalty: 3968.589600
	Iteration 88Q: 3 clusters Score -2.301834e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199544 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -23018294.000000 Penalty: 3968.589600
	Iteration 89Q: 3 clusters Score -2.301829e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199547 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -23018300.000000 Penalty: 3968.589600
	Iteration 90Q: 3 clusters Score -2.30183e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199552 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -23018310.000000 Penalty: 3968.589600
	Iteration 91Q: 3 clusters Score -2.301831e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199553 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -23018294.000000 Penalty: 3968.589600
	Iteration 92Q: 3 clusters Score -2.301829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199556 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -23018304.000000 Penalty: 3968.589600
	Iteration 93Q: 3 clusters Score -2.30183e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199559 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -23018288.000000 Penalty: 3968.589600
	Iteration 94Q: 3 clusters Score -2.301829e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199559 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -23018286.000000 Penalty: 3968.589600
	Iteration 95Q: 3 clusters Score -2.301829e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199559 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -23018286.000000 Penalty: 3968.589600
	Iteration 96F: 3 clusters Score -2.301829e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 199559 members 
Mstep: Class 3 contains 35563 members 
Mstep: Class 4 contains 832 members 
Mstep: Class 5 contains 33990 members 
Mstep: Class 6 contains 75859 members 
Mstep: Class 7 contains 106998 members 
Mstep: Class 8 contains 36726 members 
Mstep: Class 9 contains 32028 members 
Mstep: Class 10 contains 18484 members 
Mstep: Class 11 contains 102136 members 
Mstep: Class 12 contains 124270 members 
Mstep: Class 13 contains 4899 members 
Mstep: Class 14 contains 946 members 
Mstep: Class 15 contains 1620 members 
Mstep: Class 16 contains 112727 members 
Mstep: Class 17 contains 1713 members 
Mstep: Class 18 contains 709 members 
Mstep: Class 19 contains 114938 members 
Mstep: Class 20 contains 20932 members 
Mstep: Class 21 contains 976 members 
Mstep: Class 22 contains 105716 members 
Mstep: Class 23 contains 12161 members 
Mstep: Class 24 contains 147315 members 
Mstep: Class 25 contains 99324 members 
Mstep: Class 26 contains 48843 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 1997 members 
Mstep: Class 29 contains 9626 members 
Mstep: Class 30 contains 145127 members 
Mstep: Class 31 contains 702 members 
Mstep: Class 32 contains 531 members 
Mstep: Class 33 contains 117924 members 
Mstep: Class 34 contains 1438 members 
Entering Unmasked Estep 
Score: -194549120.000000 Penalty: 79336.289062
Splitting cluster 2 changes total score from -194549536.000000 to -194549120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (35563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35563 members 
Entering Unmasked Estep 
Score: -4215001.000000 Penalty: 1702.847412
	Iteration 0F: 2 clusters Score -4215001 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -4191061.500000 Penalty: 3405.694824
	Iteration 0F: 3 clusters Score -4191062 nChanged 16522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -4200152.000000 Penalty: 3405.694824
	Iteration 1F: 3 clusters Score -4200152 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -4200536.500000 Penalty: 3405.694824
	Iteration 2Q: 3 clusters Score -4200536 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -4200947.500000 Penalty: 3405.694824
	Iteration 3Q: 3 clusters Score -4200948 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -4201472.000000 Penalty: 3405.694824
	Iteration 4Q: 3 clusters Score -4201472 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -4202088.000000 Penalty: 3405.694824
	Iteration 5Q: 3 clusters Score -4202088 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -4202895.000000 Penalty: 3405.694824
	Iteration 6Q: 3 clusters Score -4202895 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -4204187.000000 Penalty: 3405.694824
	Iteration 7F: 3 clusters Score -4204187 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -4205939.500000 Penalty: 3405.694824
	Iteration 8F: 3 clusters Score -4205940 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -4207931.000000 Penalty: 3405.694824
	Iteration 9F: 3 clusters Score -4207931 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -4209297.500000 Penalty: 3405.694824
	Iteration 10F: 3 clusters Score -4209298 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -4209929.000000 Penalty: 3405.694824
	Iteration 11Q: 3 clusters Score -4209929 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -4210230.500000 Penalty: 3405.694824
	Iteration 12Q: 3 clusters Score -4210230 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -4210465.000000 Penalty: 3405.694824
	Iteration 13Q: 3 clusters Score -4210465 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -4210671.000000 Penalty: 3405.694824
	Iteration 14Q: 3 clusters Score -4210671 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -4210911.500000 Penalty: 3405.694824
	Iteration 15Q: 3 clusters Score -4210912 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -4211151.000000 Penalty: 3405.694824
	Iteration 16Q: 3 clusters Score -4211151 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
Score: -4211402.000000 Penalty: 3405.694824
	Iteration 17Q: 3 clusters Score -4211402 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -4211625.000000 Penalty: 3405.694824
	Iteration 18Q: 3 clusters Score -4211625 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -4211851.500000 Penalty: 3405.694824
	Iteration 19Q: 3 clusters Score -4211852 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -4212083.500000 Penalty: 3405.694824
	Iteration 20F: 3 clusters Score -4212084 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
Score: -4212278.000000 Penalty: 3405.694824
	Iteration 21Q: 3 clusters Score -4212278 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -4212450.000000 Penalty: 3405.694824
	Iteration 22Q: 3 clusters Score -4212450 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 28393 members 
Entering Unmasked Estep 
Score: -4212612.000000 Penalty: 3405.694824
	Iteration 23Q: 3 clusters Score -4212612 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -4212717.000000 Penalty: 3405.694824
	Iteration 24Q: 3 clusters Score -4212717 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -4212835.000000 Penalty: 3405.694824
	Iteration 25Q: 3 clusters Score -4212835 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 29384 members 
Entering Unmasked Estep 
Score: -4212907.500000 Penalty: 3405.694824
	Iteration 26Q: 3 clusters Score -4212908 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 29658 members 
Entering Unmasked Estep 
Score: -4213000.000000 Penalty: 3405.694824
	Iteration 27Q: 3 clusters Score -4213000 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -4213068.000000 Penalty: 3405.694824
	Iteration 28Q: 3 clusters Score -4213068 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 30161 members 
Entering Unmasked Estep 
Score: -4213128.000000 Penalty: 3405.694824
	Iteration 29Q: 3 clusters Score -4213128 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 30376 members 
Entering Unmasked Estep 
Score: -4213179.500000 Penalty: 3405.694824
	Iteration 30Q: 3 clusters Score -4213180 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -4213244.000000 Penalty: 3405.694824
	Iteration 31Q: 3 clusters Score -4213244 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -4213304.500000 Penalty: 3405.694824
	Iteration 32Q: 3 clusters Score -4213304 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -4213348.000000 Penalty: 3405.694824
	Iteration 33Q: 3 clusters Score -4213348 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 31114 members 
Entering Unmasked Estep 
Score: -4213409.500000 Penalty: 3405.694824
	Iteration 34Q: 3 clusters Score -4213410 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 31264 members 
Entering Unmasked Estep 
Score: -4213420.000000 Penalty: 3405.694824
	Iteration 35Q: 3 clusters Score -4213420 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -4213444.500000 Penalty: 3405.694824
	Iteration 36Q: 3 clusters Score -4213444 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -4213455.500000 Penalty: 3405.694824
	Iteration 37Q: 3 clusters Score -4213456 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 31639 members 
Entering Unmasked Estep 
Score: -4213481.500000 Penalty: 3405.694824
	Iteration 38Q: 3 clusters Score -4213482 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 31739 members 
Entering Unmasked Estep 
Score: -4213492.000000 Penalty: 3405.694824
	Iteration 39Q: 3 clusters Score -4213492 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
Score: -4213508.000000 Penalty: 3405.694824
	Iteration 40F: 3 clusters Score -4213508 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 31924 members 
Entering Unmasked Estep 
Score: -4213524.500000 Penalty: 3405.694824
	Iteration 41Q: 3 clusters Score -4213524 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -4213543.000000 Penalty: 3405.694824
	Iteration 42Q: 3 clusters Score -4213543 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 32097 members 
Entering Unmasked Estep 
Score: -4213562.500000 Penalty: 3405.694824
	Iteration 43Q: 3 clusters Score -4213562 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 32190 members 
Entering Unmasked Estep 
Score: -4213587.500000 Penalty: 3405.694824
	Iteration 44Q: 3 clusters Score -4213588 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 32274 members 
Entering Unmasked Estep 
Score: -4213603.000000 Penalty: 3405.694824
	Iteration 45Q: 3 clusters Score -4213603 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -4213623.000000 Penalty: 3405.694824
	Iteration 46Q: 3 clusters Score -4213623 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 32447 members 
Entering Unmasked Estep 
Score: -4213634.500000 Penalty: 3405.694824
	Iteration 47Q: 3 clusters Score -4213634 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -4213647.500000 Penalty: 3405.694824
	Iteration 48Q: 3 clusters Score -4213648 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 32578 members 
Entering Unmasked Estep 
Score: -4213670.500000 Penalty: 3405.694824
	Iteration 49Q: 3 clusters Score -4213670 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 32642 members 
Entering Unmasked Estep 
Score: -4213677.500000 Penalty: 3405.694824
	Iteration 50Q: 3 clusters Score -4213678 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 32710 members 
Entering Unmasked Estep 
Score: -4213698.500000 Penalty: 3405.694824
	Iteration 51Q: 3 clusters Score -4213698 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 32789 members 
Entering Unmasked Estep 
Score: -4213723.000000 Penalty: 3405.694824
	Iteration 52Q: 3 clusters Score -4213723 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -4213737.500000 Penalty: 3405.694824
	Iteration 53Q: 3 clusters Score -4213738 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 32926 members 
Entering Unmasked Estep 
Score: -4213742.000000 Penalty: 3405.694824
	Iteration 54Q: 3 clusters Score -4213742 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -4213755.000000 Penalty: 3405.694824
	Iteration 55Q: 3 clusters Score -4213755 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -4213767.000000 Penalty: 3405.694824
	Iteration 56Q: 3 clusters Score -4213767 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 33083 members 
Entering Unmasked Estep 
Score: -4213770.500000 Penalty: 3405.694824
	Iteration 57Q: 3 clusters Score -4213770 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 33125 members 
Entering Unmasked Estep 
Score: -4213777.500000 Penalty: 3405.694824
	Iteration 58Q: 3 clusters Score -4213778 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 33158 members 
Entering Unmasked Estep 
Score: -4213782.500000 Penalty: 3405.694824
	Iteration 59Q: 3 clusters Score -4213782 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 33186 members 
Entering Unmasked Estep 
Score: -4213787.000000 Penalty: 3405.694824
	Iteration 60F: 3 clusters Score -4213787 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
Score: -4213786.000000 Penalty: 3405.694824
	Iteration 61Q: 3 clusters Score -4213786 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 33236 members 
Entering Unmasked Estep 
Score: -4213786.000000 Penalty: 3405.694824
	Iteration 62Q: 3 clusters Score -4213786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 33262 members 
Entering Unmasked Estep 
Score: -4213792.000000 Penalty: 3405.694824
	Iteration 63Q: 3 clusters Score -4213792 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 33283 members 
Entering Unmasked Estep 
Score: -4213796.000000 Penalty: 3405.694824
	Iteration 64Q: 3 clusters Score -4213796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 33301 members 
Entering Unmasked Estep 
Score: -4213794.500000 Penalty: 3405.694824
	Iteration 65Q: 3 clusters Score -4213794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 33319 members 
Entering Unmasked Estep 
Score: -4213794.500000 Penalty: 3405.694824
	Iteration 66Q: 3 clusters Score -4213794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 33337 members 
Entering Unmasked Estep 
Score: -4213794.000000 Penalty: 3405.694824
	Iteration 67Q: 3 clusters Score -4213794 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 33364 members 
Entering Unmasked Estep 
Score: -4213798.500000 Penalty: 3405.694824
	Iteration 68Q: 3 clusters Score -4213798 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 33387 members 
Entering Unmasked Estep 
Score: -4213798.000000 Penalty: 3405.694824
	Iteration 69Q: 3 clusters Score -4213798 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -4213804.500000 Penalty: 3405.694824
	Iteration 70Q: 3 clusters Score -4213804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 33421 members 
Entering Unmasked Estep 
Score: -4213810.000000 Penalty: 3405.694824
	Iteration 71Q: 3 clusters Score -4213810 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 33440 members 
Entering Unmasked Estep 
Score: -4213819.500000 Penalty: 3405.694824
	Iteration 72Q: 3 clusters Score -4213820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 33462 members 
Entering Unmasked Estep 
Score: -4213818.000000 Penalty: 3405.694824
	Iteration 73Q: 3 clusters Score -4213818 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -4213823.000000 Penalty: 3405.694824
	Iteration 74Q: 3 clusters Score -4213823 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 33502 members 
Entering Unmasked Estep 
Score: -4213828.500000 Penalty: 3405.694824
	Iteration 75Q: 3 clusters Score -4213828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 33518 members 
Entering Unmasked Estep 
Score: -4213829.000000 Penalty: 3405.694824
	Iteration 76Q: 3 clusters Score -4213829 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 33534 members 
Entering Unmasked Estep 
Score: -4213836.000000 Penalty: 3405.694824
	Iteration 77Q: 3 clusters Score -4213836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 33550 members 
Entering Unmasked Estep 
Score: -4213837.500000 Penalty: 3405.694824
	Iteration 78Q: 3 clusters Score -4213838 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 33569 members 
Entering Unmasked Estep 
Score: -4213843.500000 Penalty: 3405.694824
	Iteration 79Q: 3 clusters Score -4213844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
Score: -4213853.500000 Penalty: 3405.694824
	Iteration 80F: 3 clusters Score -4213854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 33598 members 
Entering Unmasked Estep 
Score: -4213852.500000 Penalty: 3405.694824
	Iteration 81Q: 3 clusters Score -4213852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 33608 members 
Entering Unmasked Estep 
Score: -4213849.500000 Penalty: 3405.694824
	Iteration 82Q: 3 clusters Score -4213850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 33618 members 
Entering Unmasked Estep 
Score: -4213848.500000 Penalty: 3405.694824
	Iteration 83Q: 3 clusters Score -4213848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
Score: -4213849.000000 Penalty: 3405.694824
	Iteration 84Q: 3 clusters Score -4213849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 33630 members 
Entering Unmasked Estep 
Score: -4213852.000000 Penalty: 3405.694824
	Iteration 85Q: 3 clusters Score -4213852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 33633 members 
Entering Unmasked Estep 
Score: -4213846.500000 Penalty: 3405.694824
	Iteration 86Q: 3 clusters Score -4213846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 33634 members 
Entering Unmasked Estep 
Score: -4213847.500000 Penalty: 3405.694824
	Iteration 87Q: 3 clusters Score -4213848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 33635 members 
Entering Unmasked Estep 
Score: -4213847.500000 Penalty: 3405.694824
	Iteration 88Q: 3 clusters Score -4213848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 33636 members 
Entering Unmasked Estep 
Score: -4213848.000000 Penalty: 3405.694824
	Iteration 89Q: 3 clusters Score -4213848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 33639 members 
Entering Unmasked Estep 
Score: -4213850.500000 Penalty: 3405.694824
	Iteration 90Q: 3 clusters Score -4213850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -4213854.500000 Penalty: 3405.694824
	Iteration 91Q: 3 clusters Score -4213854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 33645 members 
Entering Unmasked Estep 
Score: -4213852.000000 Penalty: 3405.694824
	Iteration 92Q: 3 clusters Score -4213852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 33646 members 
Entering Unmasked Estep 
Score: -4213853.500000 Penalty: 3405.694824
	Iteration 93Q: 3 clusters Score -4213854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 33651 members 
Entering Unmasked Estep 
Score: -4213854.000000 Penalty: 3405.694824
	Iteration 94Q: 3 clusters Score -4213854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 33653 members 
Entering Unmasked Estep 
Score: -4213856.500000 Penalty: 3405.694824
	Iteration 95Q: 3 clusters Score -4213856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 33656 members 
Entering Unmasked Estep 
Score: -4213856.000000 Penalty: 3405.694824
	Iteration 96Q: 3 clusters Score -4213856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 33661 members 
Entering Unmasked Estep 
Score: -4213853.500000 Penalty: 3405.694824
	Iteration 97Q: 3 clusters Score -4213854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 33665 members 
Entering Unmasked Estep 
Score: -4213859.500000 Penalty: 3405.694824
	Iteration 98Q: 3 clusters Score -4213860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 33666 members 
Entering Unmasked Estep 
Score: -4213860.000000 Penalty: 3405.694824
	Iteration 99Q: 3 clusters Score -4213860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 33669 members 
Entering Unmasked Estep 
Score: -4213861.000000 Penalty: 3405.694824
	Iteration 100F: 3 clusters Score -4213861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 33670 members 
Entering Unmasked Estep 
Score: -4213859.000000 Penalty: 3405.694824
	Iteration 101Q: 3 clusters Score -4213859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 33673 members 
Entering Unmasked Estep 
Score: -4213854.500000 Penalty: 3405.694824
	Iteration 102Q: 3 clusters Score -4213854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 33678 members 
Entering Unmasked Estep 
Score: -4213855.500000 Penalty: 3405.694824
	Iteration 103Q: 3 clusters Score -4213856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 33687 members 
Entering Unmasked Estep 
Score: -4213852.000000 Penalty: 3405.694824
	Iteration 104Q: 3 clusters Score -4213852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 33695 members 
Entering Unmasked Estep 
Score: -4213848.500000 Penalty: 3405.694824
	Iteration 105Q: 3 clusters Score -4213848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 33697 members 
Entering Unmasked Estep 
Score: -4213849.500000 Penalty: 3405.694824
	Iteration 106Q: 3 clusters Score -4213850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 33699 members 
Entering Unmasked Estep 
Score: -4213852.000000 Penalty: 3405.694824
	Iteration 107Q: 3 clusters Score -4213852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -4213854.000000 Penalty: 3405.694824
	Iteration 108Q: 3 clusters Score -4213854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 33702 members 
Entering Unmasked Estep 
Score: -4213852.000000 Penalty: 3405.694824
	Iteration 109Q: 3 clusters Score -4213852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 33704 members 
Entering Unmasked Estep 
Score: -4213854.500000 Penalty: 3405.694824
	Iteration 110Q: 3 clusters Score -4213854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 33705 members 
Entering Unmasked Estep 
Score: -4213856.000000 Penalty: 3405.694824
	Iteration 111Q: 3 clusters Score -4213856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 33710 members 
Entering Unmasked Estep 
Score: -4213864.500000 Penalty: 3405.694824
	Iteration 112Q: 3 clusters Score -4213864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 33715 members 
Entering Unmasked Estep 
Score: -4213861.500000 Penalty: 3405.694824
	Iteration 113Q: 3 clusters Score -4213862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 33719 members 
Entering Unmasked Estep 
Score: -4213864.500000 Penalty: 3405.694824
	Iteration 114Q: 3 clusters Score -4213864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 33724 members 
Entering Unmasked Estep 
Score: -4213867.500000 Penalty: 3405.694824
	Iteration 115Q: 3 clusters Score -4213868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 33729 members 
Entering Unmasked Estep 
Score: -4213867.500000 Penalty: 3405.694824
	Iteration 116Q: 3 clusters Score -4213868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 33732 members 
Entering Unmasked Estep 
Score: -4213866.500000 Penalty: 3405.694824
	Iteration 117Q: 3 clusters Score -4213866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
Score: -4213868.000000 Penalty: 3405.694824
	Iteration 118Q: 3 clusters Score -4213868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
Score: -4213868.000000 Penalty: 3405.694824
	Iteration 119F: 3 clusters Score -4213868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Entering Unmasked Estep 
Score: -75612.625000 Penalty: 1092.622803
	Iteration 0F: 2 clusters Score -75612.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -74387.726562 Penalty: 2185.245605
	Iteration 0F: 3 clusters Score -74387.73 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -74790.703125 Penalty: 2185.245605
	Iteration 1F: 3 clusters Score -74790.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -75073.234375 Penalty: 2185.245605
	Iteration 2F: 3 clusters Score -75073.23 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -75363.640625 Penalty: 2185.245605
	Iteration 3F: 3 clusters Score -75363.64 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -75470.304688 Penalty: 2185.245605
	Iteration 4F: 3 clusters Score -75470.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -75522.445312 Penalty: 2185.245605
	Iteration 5Q: 3 clusters Score -75522.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -75555.570312 Penalty: 2185.245605
	Iteration 6Q: 3 clusters Score -75555.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -75564.476562 Penalty: 2185.245605
	Iteration 7Q: 3 clusters Score -75564.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -75571.773438 Penalty: 2185.245605
	Iteration 8Q: 3 clusters Score -75571.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -75578.593750 Penalty: 2185.245605
	Iteration 9Q: 3 clusters Score -75578.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -75580.789062 Penalty: 2185.245605
	Iteration 10Q: 3 clusters Score -75580.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -75580.789062 Penalty: 2185.245605
	Iteration 11F: 3 clusters Score -75580.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Entering Unmasked Estep 
Score: -3739673.250000 Penalty: 1695.495972
	Iteration 0F: 2 clusters Score -3739673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -3716847.250000 Penalty: 3390.991943
	Iteration 0F: 3 clusters Score -3716847 nChanged 15810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -3725532.250000 Penalty: 3390.991943
	Iteration 1F: 3 clusters Score -3725532 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -3725926.000000 Penalty: 3390.991943
	Iteration 2Q: 3 clusters Score -3725926 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -3726358.500000 Penalty: 3390.991943
	Iteration 3Q: 3 clusters Score -3726358 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -3726895.750000 Penalty: 3390.991943
	Iteration 4Q: 3 clusters Score -3726896 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -3727617.000000 Penalty: 3390.991943
	Iteration 5Q: 3 clusters Score -3727617 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -3728690.000000 Penalty: 3390.991943
	Iteration 6F: 3 clusters Score -3728690 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -3730257.500000 Penalty: 3390.991943
	Iteration 7F: 3 clusters Score -3730258 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -3732126.000000 Penalty: 3390.991943
	Iteration 8F: 3 clusters Score -3732126 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -3733899.000000 Penalty: 3390.991943
	Iteration 9F: 3 clusters Score -3733899 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28617 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -3735082.250000 Penalty: 3390.991943
	Iteration 10Q: 3 clusters Score -3735082 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -3735819.750000 Penalty: 3390.991943
	Iteration 11Q: 3 clusters Score -3735820 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30185 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -3736304.000000 Penalty: 3390.991943
	Iteration 12Q: 3 clusters Score -3736304 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -3736653.250000 Penalty: 3390.991943
	Iteration 13Q: 3 clusters Score -3736653 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -3736934.250000 Penalty: 3390.991943
	Iteration 14Q: 3 clusters Score -3736934 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -3737195.750000 Penalty: 3390.991943
	Iteration 15Q: 3 clusters Score -3737196 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32000 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -3737401.500000 Penalty: 3390.991943
	Iteration 16Q: 3 clusters Score -3737402 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32273 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -3737576.000000 Penalty: 3390.991943
	Iteration 17Q: 3 clusters Score -3737576 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32497 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -3737695.000000 Penalty: 3390.991943
	Iteration 18Q: 3 clusters Score -3737695 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32674 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3737792.750000 Penalty: 3390.991943
	Iteration 19Q: 3 clusters Score -3737793 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32816 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3737886.250000 Penalty: 3390.991943
	Iteration 20F: 3 clusters Score -3737886 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3737962.750000 Penalty: 3390.991943
	Iteration 21Q: 3 clusters Score -3737963 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33024 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3738023.750000 Penalty: 3390.991943
	Iteration 22Q: 3 clusters Score -3738024 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33106 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3738093.500000 Penalty: 3390.991943
	Iteration 23Q: 3 clusters Score -3738094 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33172 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3738154.500000 Penalty: 3390.991943
	Iteration 24Q: 3 clusters Score -3738154 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33239 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3738196.000000 Penalty: 3390.991943
	Iteration 25Q: 3 clusters Score -3738196 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33283 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3738221.000000 Penalty: 3390.991943
	Iteration 26Q: 3 clusters Score -3738221 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33313 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3738244.000000 Penalty: 3390.991943
	Iteration 27Q: 3 clusters Score -3738244 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33335 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3738253.750000 Penalty: 3390.991943
	Iteration 28Q: 3 clusters Score -3738254 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33356 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3738262.750000 Penalty: 3390.991943
	Iteration 29Q: 3 clusters Score -3738263 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3738281.000000 Penalty: 3390.991943
	Iteration 30Q: 3 clusters Score -3738281 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33382 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3738300.250000 Penalty: 3390.991943
	Iteration 31Q: 3 clusters Score -3738300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33395 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3738305.000000 Penalty: 3390.991943
	Iteration 32Q: 3 clusters Score -3738305 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33402 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3738310.500000 Penalty: 3390.991943
	Iteration 33Q: 3 clusters Score -3738310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3738328.000000 Penalty: 3390.991943
	Iteration 34Q: 3 clusters Score -3738328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3738331.250000 Penalty: 3390.991943
	Iteration 35Q: 3 clusters Score -3738331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33431 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3738343.250000 Penalty: 3390.991943
	Iteration 36Q: 3 clusters Score -3738343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33436 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3738349.250000 Penalty: 3390.991943
	Iteration 37Q: 3 clusters Score -3738349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33443 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3738352.750000 Penalty: 3390.991943
	Iteration 38Q: 3 clusters Score -3738353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33446 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3738354.250000 Penalty: 3390.991943
	Iteration 39Q: 3 clusters Score -3738354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3738358.250000 Penalty: 3390.991943
	Iteration 40F: 3 clusters Score -3738358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3738358.750000 Penalty: 3390.991943
	Iteration 41Q: 3 clusters Score -3738359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33457 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3738363.500000 Penalty: 3390.991943
	Iteration 42Q: 3 clusters Score -3738364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33466 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3738364.000000 Penalty: 3390.991943
	Iteration 43Q: 3 clusters Score -3738364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33470 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3738365.750000 Penalty: 3390.991943
	Iteration 44Q: 3 clusters Score -3738366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3738367.500000 Penalty: 3390.991943
	Iteration 45Q: 3 clusters Score -3738368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33482 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3738370.000000 Penalty: 3390.991943
	Iteration 46Q: 3 clusters Score -3738370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3738371.500000 Penalty: 3390.991943
	Iteration 47Q: 3 clusters Score -3738372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3738371.500000 Penalty: 3390.991943
	Iteration 48F: 3 clusters Score -3738372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (75859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75859 members 
Entering Unmasked Estep 
Score: -8602372.000000 Penalty: 1825.952637
	Iteration 0F: 2 clusters Score -8602372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37937 members 
Mstep: Class 2 contains 37922 members 
Entering Unmasked Estep 
Score: -8551698.000000 Penalty: 3651.905273
	Iteration 0F: 3 clusters Score -8551698 nChanged 35894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 37896 members 
Entering Unmasked Estep 
Score: -8572497.000000 Penalty: 3651.905273
	Iteration 1F: 3 clusters Score -8572497 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 38136 members 
Entering Unmasked Estep 
Score: -8573339.000000 Penalty: 3651.905273
	Iteration 2Q: 3 clusters Score -8573339 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37350 members 
Mstep: Class 2 contains 38509 members 
Entering Unmasked Estep 
Score: -8574399.000000 Penalty: 3651.905273
	Iteration 3Q: 3 clusters Score -8574399 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
Score: -8575769.000000 Penalty: 3651.905273
	Iteration 4Q: 3 clusters Score -8575769 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36363 members 
Mstep: Class 2 contains 39496 members 
Entering Unmasked Estep 
Score: -8577785.000000 Penalty: 3651.905273
	Iteration 5F: 3 clusters Score -8577785 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 40033 members 
Entering Unmasked Estep 
Score: -8580417.000000 Penalty: 3651.905273
	Iteration 6F: 3 clusters Score -8580417 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35405 members 
Mstep: Class 2 contains 40454 members 
Entering Unmasked Estep 
Score: -8583983.000000 Penalty: 3651.905273
	Iteration 7F: 3 clusters Score -8583983 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35266 members 
Mstep: Class 2 contains 40593 members 
Entering Unmasked Estep 
Score: -8587413.000000 Penalty: 3651.905273
	Iteration 8F: 3 clusters Score -8587413 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35201 members 
Mstep: Class 2 contains 40658 members 
Entering Unmasked Estep 
Score: -8589759.000000 Penalty: 3651.905273
	Iteration 9F: 3 clusters Score -8589759 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35144 members 
Mstep: Class 2 contains 40715 members 
Entering Unmasked Estep 
Score: -8591021.000000 Penalty: 3651.905273
	Iteration 10Q: 3 clusters Score -8591021 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35026 members 
Mstep: Class 2 contains 40833 members 
Entering Unmasked Estep 
Score: -8591572.000000 Penalty: 3651.905273
	Iteration 11Q: 3 clusters Score -8591572 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34921 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
Score: -8591942.000000 Penalty: 3651.905273
	Iteration 12Q: 3 clusters Score -8591942 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 41094 members 
Entering Unmasked Estep 
Score: -8592251.000000 Penalty: 3651.905273
	Iteration 13Q: 3 clusters Score -8592251 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34634 members 
Mstep: Class 2 contains 41225 members 
Entering Unmasked Estep 
Score: -8592497.000000 Penalty: 3651.905273
	Iteration 14Q: 3 clusters Score -8592497 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 41407 members 
Entering Unmasked Estep 
Score: -8592669.000000 Penalty: 3651.905273
	Iteration 15Q: 3 clusters Score -8592669 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34290 members 
Mstep: Class 2 contains 41569 members 
Entering Unmasked Estep 
Score: -8592802.000000 Penalty: 3651.905273
	Iteration 16Q: 3 clusters Score -8592802 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 41769 members 
Entering Unmasked Estep 
Score: -8592937.000000 Penalty: 3651.905273
	Iteration 17Q: 3 clusters Score -8592937 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33903 members 
Mstep: Class 2 contains 41956 members 
Entering Unmasked Estep 
Score: -8593097.000000 Penalty: 3651.905273
	Iteration 18Q: 3 clusters Score -8593097 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33733 members 
Mstep: Class 2 contains 42126 members 
Entering Unmasked Estep 
Score: -8593149.000000 Penalty: 3651.905273
	Iteration 19Q: 3 clusters Score -8593149 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33589 members 
Mstep: Class 2 contains 42270 members 
Entering Unmasked Estep 
Score: -8593202.000000 Penalty: 3651.905273
	Iteration 20F: 3 clusters Score -8593202 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33465 members 
Mstep: Class 2 contains 42394 members 
Entering Unmasked Estep 
Score: -8593256.000000 Penalty: 3651.905273
	Iteration 21Q: 3 clusters Score -8593256 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33307 members 
Mstep: Class 2 contains 42552 members 
Entering Unmasked Estep 
Score: -8593274.000000 Penalty: 3651.905273
	Iteration 22Q: 3 clusters Score -8593274 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33138 members 
Mstep: Class 2 contains 42721 members 
Entering Unmasked Estep 
Score: -8593300.000000 Penalty: 3651.905273
	Iteration 23Q: 3 clusters Score -8593300 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32958 members 
Mstep: Class 2 contains 42901 members 
Entering Unmasked Estep 
Score: -8593332.000000 Penalty: 3651.905273
	Iteration 24Q: 3 clusters Score -8593332 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32782 members 
Mstep: Class 2 contains 43077 members 
Entering Unmasked Estep 
Score: -8593370.000000 Penalty: 3651.905273
	Iteration 25Q: 3 clusters Score -8593370 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32619 members 
Mstep: Class 2 contains 43240 members 
Entering Unmasked Estep 
Score: -8593387.000000 Penalty: 3651.905273
	Iteration 26Q: 3 clusters Score -8593387 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 43385 members 
Entering Unmasked Estep 
Score: -8593381.000000 Penalty: 3651.905273
	Iteration 27Q: 3 clusters Score -8593381 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32332 members 
Mstep: Class 2 contains 43527 members 
Entering Unmasked Estep 
Score: -8593390.000000 Penalty: 3651.905273
	Iteration 28Q: 3 clusters Score -8593390 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 43673 members 
Entering Unmasked Estep 
Score: -8593406.000000 Penalty: 3651.905273
	Iteration 29Q: 3 clusters Score -8593406 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32028 members 
Mstep: Class 2 contains 43831 members 
Entering Unmasked Estep 
Score: -8593429.000000 Penalty: 3651.905273
	Iteration 30Q: 3 clusters Score -8593429 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31880 members 
Mstep: Class 2 contains 43979 members 
Entering Unmasked Estep 
Score: -8593453.000000 Penalty: 3651.905273
	Iteration 31Q: 3 clusters Score -8593453 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 44137 members 
Entering Unmasked Estep 
Score: -8593511.000000 Penalty: 3651.905273
	Iteration 32Q: 3 clusters Score -8593511 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31567 members 
Mstep: Class 2 contains 44292 members 
Entering Unmasked Estep 
Score: -8593549.000000 Penalty: 3651.905273
	Iteration 33Q: 3 clusters Score -8593549 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31416 members 
Mstep: Class 2 contains 44443 members 
Entering Unmasked Estep 
Score: -8593563.000000 Penalty: 3651.905273
	Iteration 34Q: 3 clusters Score -8593563 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 44571 members 
Entering Unmasked Estep 
Score: -8593583.000000 Penalty: 3651.905273
	Iteration 35Q: 3 clusters Score -8593583 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31161 members 
Mstep: Class 2 contains 44698 members 
Entering Unmasked Estep 
Score: -8593567.000000 Penalty: 3651.905273
	Iteration 36Q: 3 clusters Score -8593567 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31041 members 
Mstep: Class 2 contains 44818 members 
Entering Unmasked Estep 
Score: -8593569.000000 Penalty: 3651.905273
	Iteration 37Q: 3 clusters Score -8593569 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30931 members 
Mstep: Class 2 contains 44928 members 
Entering Unmasked Estep 
Score: -8593565.000000 Penalty: 3651.905273
	Iteration 38Q: 3 clusters Score -8593565 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 45071 members 
Entering Unmasked Estep 
Score: -8593587.000000 Penalty: 3651.905273
	Iteration 39Q: 3 clusters Score -8593587 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30649 members 
Mstep: Class 2 contains 45210 members 
Entering Unmasked Estep 
Score: -8593616.000000 Penalty: 3651.905273
	Iteration 40F: 3 clusters Score -8593616 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30487 members 
Mstep: Class 2 contains 45372 members 
Entering Unmasked Estep 
Score: -8593618.000000 Penalty: 3651.905273
	Iteration 41Q: 3 clusters Score -8593618 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 45531 members 
Entering Unmasked Estep 
Score: -8593621.000000 Penalty: 3651.905273
	Iteration 42Q: 3 clusters Score -8593621 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 45714 members 
Entering Unmasked Estep 
Score: -8593644.000000 Penalty: 3651.905273
	Iteration 43Q: 3 clusters Score -8593644 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29969 members 
Mstep: Class 2 contains 45890 members 
Entering Unmasked Estep 
Score: -8593646.000000 Penalty: 3651.905273
	Iteration 44Q: 3 clusters Score -8593646 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 46089 members 
Entering Unmasked Estep 
Score: -8593721.000000 Penalty: 3651.905273
	Iteration 45Q: 3 clusters Score -8593721 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 46297 members 
Entering Unmasked Estep 
Score: -8593744.000000 Penalty: 3651.905273
	Iteration 46Q: 3 clusters Score -8593744 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 46518 members 
Entering Unmasked Estep 
Score: -8593796.000000 Penalty: 3651.905273
	Iteration 47Q: 3 clusters Score -8593796 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 46760 members 
Entering Unmasked Estep 
Score: -8593822.000000 Penalty: 3651.905273
	Iteration 48Q: 3 clusters Score -8593822 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 47007 members 
Entering Unmasked Estep 
Score: -8593846.000000 Penalty: 3651.905273
	Iteration 49Q: 3 clusters Score -8593846 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Mstep: Class 2 contains 47259 members 
Entering Unmasked Estep 
Score: -8593896.000000 Penalty: 3651.905273
	Iteration 50Q: 3 clusters Score -8593896 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28344 members 
Mstep: Class 2 contains 47515 members 
Entering Unmasked Estep 
Score: -8593929.000000 Penalty: 3651.905273
	Iteration 51Q: 3 clusters Score -8593929 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28083 members 
Mstep: Class 2 contains 47776 members 
Entering Unmasked Estep 
Score: -8593919.000000 Penalty: 3651.905273
	Iteration 52Q: 3 clusters Score -8593919 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 48056 members 
Entering Unmasked Estep 
Score: -8593959.000000 Penalty: 3651.905273
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Score: -8600832.000000 Penalty: 3651.905273
	Iteration 146Q: 3 clusters Score -8600832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 73868 members 
Entering Unmasked Estep 
Score: -8600842.000000 Penalty: 3651.905273
	Iteration 147Q: 3 clusters Score -8600842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 73885 members 
Entering Unmasked Estep 
Score: -8600853.000000 Penalty: 3651.905273
	Iteration 148Q: 3 clusters Score -8600853 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 73903 members 
Entering Unmasked Estep 
Score: -8600844.000000 Penalty: 3651.905273
	Iteration 149Q: 3 clusters Score -8600844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 73920 members 
Entering Unmasked Estep 
Score: -8600862.000000 Penalty: 3651.905273
	Iteration 150Q: 3 clusters Score -8600862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 73933 members 
Entering Unmasked Estep 
Score: -8600863.000000 Penalty: 3651.905273
	Iteration 151Q: 3 clusters Score -8600863 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 73950 members 
Entering Unmasked Estep 
Score: -8600861.000000 Penalty: 3651.905273
	Iteration 152Q: 3 clusters Score -8600861 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 73974 members 
Entering Unmasked Estep 
Score: -8600873.000000 Penalty: 3651.905273
	Iteration 153Q: 3 clusters Score -8600873 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 74012 members 
Entering Unmasked Estep 
Score: -8600883.000000 Penalty: 3651.905273
	Iteration 154Q: 3 clusters Score -8600883 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 74051 members 
Entering Unmasked Estep 
Score: -8600914.000000 Penalty: 3651.905273
	Iteration 155Q: 3 clusters Score -8600914 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 74089 members 
Entering Unmasked Estep 
Score: -8600916.000000 Penalty: 3651.905273
	Iteration 156Q: 3 clusters Score -8600916 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 74122 members 
Entering Unmasked Estep 
Score: -8600916.000000 Penalty: 3651.905273
	Iteration 157Q: 3 clusters Score -8600916 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 74142 members 
Entering Unmasked Estep 
Score: -8600916.000000 Penalty: 3651.905273
	Iteration 158Q: 3 clusters Score -8600916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 74160 members 
Entering Unmasked Estep 
Score: -8600922.000000 Penalty: 3651.905273
	Iteration 159Q: 3 clusters Score -8600922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 74170 members 
Entering Unmasked Estep 
Score: -8600929.000000 Penalty: 3651.905273
	Iteration 160F: 3 clusters Score -8600929 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 74181 members 
Entering Unmasked Estep 
Score: -8600927.000000 Penalty: 3651.905273
	Iteration 161Q: 3 clusters Score -8600927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 74188 members 
Entering Unmasked Estep 
Score: -8600934.000000 Penalty: 3651.905273
	Iteration 162Q: 3 clusters Score -8600934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 74193 members 
Entering Unmasked Estep 
Score: -8600933.000000 Penalty: 3651.905273
	Iteration 163Q: 3 clusters Score -8600933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 74198 members 
Entering Unmasked Estep 
Score: -8600939.000000 Penalty: 3651.905273
	Iteration 164Q: 3 clusters Score -8600939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 74202 members 
Entering Unmasked Estep 
Score: -8600931.000000 Penalty: 3651.905273
	Iteration 165Q: 3 clusters Score -8600931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 74203 members 
Entering Unmasked Estep 
Score: -8600930.000000 Penalty: 3651.905273
	Iteration 166Q: 3 clusters Score -8600930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 74204 members 
Entering Unmasked Estep 
Score: -8600931.000000 Penalty: 3651.905273
	Iteration 167Q: 3 clusters Score -8600931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 74206 members 
Entering Unmasked Estep 
Score: -8600927.000000 Penalty: 3651.905273
	Iteration 168Q: 3 clusters Score -8600927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 74207 members 
Entering Unmasked Estep 
Score: -8600933.000000 Penalty: 3651.905273
	Iteration 169Q: 3 clusters Score -8600933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 74207 members 
Entering Unmasked Estep 
Score: -8600933.000000 Penalty: 3651.905273
	Iteration 170F: 3 clusters Score -8600933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (106998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106998 members 
Entering Unmasked Estep 
Score: -12591928.000000 Penalty: 1881.841919
	Iteration 0F: 2 clusters Score -1.259193e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53458 members 
Mstep: Class 2 contains 53540 members 
Entering Unmasked Estep 
Score: -12524397.000000 Penalty: 3763.683838
	Iteration 0F: 3 clusters Score -1.25244e+07 nChanged 51434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54290 members 
Mstep: Class 2 contains 52708 members 
Entering Unmasked Estep 
Score: -12553824.000000 Penalty: 3763.683838
	Iteration 1F: 3 clusters Score -1.255382e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54762 members 
Mstep: Class 2 contains 52236 members 
Entering Unmasked Estep 
Score: -12554333.000000 Penalty: 3763.683838
	Iteration 2Q: 3 clusters Score -1.255433e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55397 members 
Mstep: Class 2 contains 51601 members 
Entering Unmasked Estep 
Score: -12554892.000000 Penalty: 3763.683838
	Iteration 3Q: 3 clusters Score -1.255489e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56259 members 
Mstep: Class 2 contains 50739 members 
Entering Unmasked Estep 
Score: -12555464.000000 Penalty: 3763.683838
	Iteration 4Q: 3 clusters Score -1.255546e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57472 members 
Mstep: Class 2 contains 49526 members 
Entering Unmasked Estep 
Score: -12556207.000000 Penalty: 3763.683838
	Iteration 5Q: 3 clusters Score -1.255621e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59241 members 
Mstep: Class 2 contains 47757 members 
Entering Unmasked Estep 
Score: -12557301.000000 Penalty: 3763.683838
	Iteration 6Q: 3 clusters Score -1.25573e+07 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61602 members 
Mstep: Class 2 contains 45396 members 
Entering Unmasked Estep 
Score: -12559132.000000 Penalty: 3763.683838
	Iteration 7Q: 3 clusters Score -1.255913e+07 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64704 members 
Mstep: Class 2 contains 42294 members 
Entering Unmasked Estep 
Score: -12562263.000000 Penalty: 3763.683838
	Iteration 8Q: 3 clusters Score -1.256226e+07 nChanged 6338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68274 members 
Mstep: Class 2 contains 38724 members 
Entering Unmasked Estep 
Score: -12567554.000000 Penalty: 3763.683838
	Iteration 9F: 3 clusters Score -1.256755e+07 nChanged 6890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71484 members 
Mstep: Class 2 contains 35514 members 
Entering Unmasked Estep 
Score: -12573607.000000 Penalty: 3763.683838
	Iteration 10F: 3 clusters Score -1.257361e+07 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73514 members 
Mstep: Class 2 contains 33484 members 
Entering Unmasked Estep 
Score: -12577532.000000 Penalty: 3763.683838
	Iteration 11F: 3 clusters Score -1.257753e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74839 members 
Mstep: Class 2 contains 32159 members 
Entering Unmasked Estep 
Score: -12579018.000000 Penalty: 3763.683838
	Iteration 12Q: 3 clusters Score -1.257902e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75985 members 
Mstep: Class 2 contains 31013 members 
Entering Unmasked Estep 
Score: -12579678.000000 Penalty: 3763.683838
	Iteration 13Q: 3 clusters Score -1.257968e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77142 members 
Mstep: Class 2 contains 29856 members 
Entering Unmasked Estep 
Score: -12580290.000000 Penalty: 3763.683838
	Iteration 14Q: 3 clusters Score -1.258029e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78283 members 
Mstep: Class 2 contains 28715 members 
Entering Unmasked Estep 
Score: -12580969.000000 Penalty: 3763.683838
	Iteration 15Q: 3 clusters Score -1.258097e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79421 members 
Mstep: Class 2 contains 27577 members 
Entering Unmasked Estep 
Score: -12581576.000000 Penalty: 3763.683838
	Iteration 16Q: 3 clusters Score -1.258158e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80550 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -12582212.000000 Penalty: 3763.683838
	Iteration 17Q: 3 clusters Score -1.258221e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81665 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
Score: -12582789.000000 Penalty: 3763.683838
	Iteration 18Q: 3 clusters Score -1.258279e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82757 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -12583451.000000 Penalty: 3763.683838
	Iteration 19Q: 3 clusters Score -1.258345e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83877 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -12584199.000000 Penalty: 3763.683838
	Iteration 20F: 3 clusters Score -1.25842e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84981 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -12584797.000000 Penalty: 3763.683838
	Iteration 21Q: 3 clusters Score -1.25848e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86116 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -12585418.000000 Penalty: 3763.683838
	Iteration 22Q: 3 clusters Score -1.258542e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87192 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -12585945.000000 Penalty: 3763.683838
	Iteration 23Q: 3 clusters Score -1.258594e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88280 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -12586416.000000 Penalty: 3763.683838
	Iteration 24Q: 3 clusters Score -1.258642e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89354 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -12586868.000000 Penalty: 3763.683838
	Iteration 25Q: 3 clusters Score -1.258687e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90378 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -12587373.000000 Penalty: 3763.683838
	Iteration 26Q: 3 clusters Score -1.258737e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91379 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -12587796.000000 Penalty: 3763.683838
	Iteration 27Q: 3 clusters Score -1.25878e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92351 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -12588277.000000 Penalty: 3763.683838
	Iteration 28Q: 3 clusters Score -1.258828e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93242 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -12588581.000000 Penalty: 3763.683838
	Iteration 29Q: 3 clusters Score -1.258858e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93996 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -12588847.000000 Penalty: 3763.683838
	Iteration 30Q: 3 clusters Score -1.258885e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94689 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -12589119.000000 Penalty: 3763.683838
	Iteration 31Q: 3 clusters Score -1.258912e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95403 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -12589392.000000 Penalty: 3763.683838
	Iteration 32Q: 3 clusters Score -1.258939e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96010 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -12589578.000000 Penalty: 3763.683838
	Iteration 33Q: 3 clusters Score -1.258958e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96574 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -12589785.000000 Penalty: 3763.683838
	Iteration 34Q: 3 clusters Score -1.258978e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97180 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -12589996.000000 Penalty: 3763.683838
	Iteration 35Q: 3 clusters Score -1.259e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97770 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -12590098.000000 Penalty: 3763.683838
	Iteration 36Q: 3 clusters Score -1.25901e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98326 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -12590240.000000 Penalty: 3763.683838
	Iteration 37Q: 3 clusters Score -1.259024e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98859 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -12590361.000000 Penalty: 3763.683838
	Iteration 38Q: 3 clusters Score -1.259036e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99353 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -12590446.000000 Penalty: 3763.683838
	Iteration 39Q: 3 clusters Score -1.259045e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99776 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -12590514.000000 Penalty: 3763.683838
	Iteration 40F: 3 clusters Score -1.259051e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100154 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -12590520.000000 Penalty: 3763.683838
	Iteration 41Q: 3 clusters Score -1.259052e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100478 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -12590531.000000 Penalty: 3763.683838
	Iteration 42Q: 3 clusters Score -1.259053e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100727 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -12590568.000000 Penalty: 3763.683838
	Iteration 43Q: 3 clusters Score -1.259057e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100940 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -12590566.000000 Penalty: 3763.683838
	Iteration 44Q: 3 clusters Score -1.259057e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101143 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -12590606.000000 Penalty: 3763.683838
	Iteration 45Q: 3 clusters Score -1.259061e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101325 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -12590614.000000 Penalty: 3763.683838
	Iteration 46Q: 3 clusters Score -1.259061e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101495 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -12590614.000000 Penalty: 3763.683838
	Iteration 47Q: 3 clusters Score -1.259061e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101655 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -12590628.000000 Penalty: 3763.683838
	Iteration 48Q: 3 clusters Score -1.259063e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101798 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -12590628.000000 Penalty: 3763.683838
	Iteration 49Q: 3 clusters Score -1.259063e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101935 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -12590618.000000 Penalty: 3763.683838
	Iteration 50Q: 3 clusters Score -1.259062e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102039 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -12590619.000000 Penalty: 3763.683838
	Iteration 51Q: 3 clusters Score -1.259062e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102137 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -12590602.000000 Penalty: 3763.683838
	Iteration 52Q: 3 clusters Score -1.25906e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102251 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -12590595.000000 Penalty: 3763.683838
	Iteration 53Q: 3 clusters Score -1.25906e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102352 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -12590587.000000 Penalty: 3763.683838
	Iteration 54Q: 3 clusters Score -1.259059e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102449 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -12590610.000000 Penalty: 3763.683838
	Iteration 55Q: 3 clusters Score -1.259061e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102537 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -12590632.000000 Penalty: 3763.683838
	Iteration 56Q: 3 clusters Score -1.259063e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102612 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -12590610.000000 Penalty: 3763.683838
	Iteration 57Q: 3 clusters Score -1.259061e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102700 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -12590633.000000 Penalty: 3763.683838
	Iteration 58Q: 3 clusters Score -1.259063e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102780 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -12590639.000000 Penalty: 3763.683838
	Iteration 59Q: 3 clusters Score -1.259064e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102847 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -12590635.000000 Penalty: 3763.683838
	Iteration 60F: 3 clusters Score -1.259064e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102921 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -12590637.000000 Penalty: 3763.683838
	Iteration 61Q: 3 clusters Score -1.259064e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103001 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -12590618.000000 Penalty: 3763.683838
	Iteration 62Q: 3 clusters Score -1.259062e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103069 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -12590630.000000 Penalty: 3763.683838
	Iteration 63Q: 3 clusters Score -1.259063e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103143 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -12590632.000000 Penalty: 3763.683838
	Iteration 64Q: 3 clusters Score -1.259063e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103200 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -12590611.000000 Penalty: 3763.683838
	Iteration 65Q: 3 clusters Score -1.259061e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103237 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -12590599.000000 Penalty: 3763.683838
	Iteration 66Q: 3 clusters Score -1.25906e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103271 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -12590609.000000 Penalty: 3763.683838
	Iteration 67Q: 3 clusters Score -1.259061e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103305 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -12590619.000000 Penalty: 3763.683838
	Iteration 68Q: 3 clusters Score -1.259062e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103335 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -12590611.000000 Penalty: 3763.683838
	Iteration 69Q: 3 clusters Score -1.259061e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103372 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -12590610.000000 Penalty: 3763.683838
	Iteration 70Q: 3 clusters Score -1.259061e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103395 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -12590604.000000 Penalty: 3763.683838
	Iteration 71Q: 3 clusters Score -1.25906e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103418 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -12590603.000000 Penalty: 3763.683838
	Iteration 72Q: 3 clusters Score -1.25906e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103443 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -12590600.000000 Penalty: 3763.683838
	Iteration 73Q: 3 clusters Score -1.25906e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103480 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -12590620.000000 Penalty: 3763.683838
	Iteration 74Q: 3 clusters Score -1.259062e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103506 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -12590612.000000 Penalty: 3763.683838
	Iteration 75Q: 3 clusters Score -1.259061e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103530 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -12590619.000000 Penalty: 3763.683838
	Iteration 76Q: 3 clusters Score -1.259062e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103548 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -12590618.000000 Penalty: 3763.683838
	Iteration 77Q: 3 clusters Score -1.259062e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103563 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -12590615.000000 Penalty: 3763.683838
	Iteration 78Q: 3 clusters Score -1.259062e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103580 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -12590626.000000 Penalty: 3763.683838
	Iteration 79Q: 3 clusters Score -1.259063e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103597 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -12590622.000000 Penalty: 3763.683838
	Iteration 80F: 3 clusters Score -1.259062e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103614 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -12590616.000000 Penalty: 3763.683838
	Iteration 81Q: 3 clusters Score -1.259062e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103630 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -12590613.000000 Penalty: 3763.683838
	Iteration 82Q: 3 clusters Score -1.259061e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103642 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -12590626.000000 Penalty: 3763.683838
	Iteration 83Q: 3 clusters Score -1.259063e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103663 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -12590634.000000 Penalty: 3763.683838
	Iteration 84Q: 3 clusters Score -1.259063e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103678 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -12590632.000000 Penalty: 3763.683838
	Iteration 85Q: 3 clusters Score -1.259063e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103689 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -12590636.000000 Penalty: 3763.683838
	Iteration 86Q: 3 clusters Score -1.259064e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103699 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -12590644.000000 Penalty: 3763.683838
	Iteration 87Q: 3 clusters Score -1.259064e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103703 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -12590640.000000 Penalty: 3763.683838
	Iteration 88Q: 3 clusters Score -1.259064e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103707 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -12590646.000000 Penalty: 3763.683838
	Iteration 89Q: 3 clusters Score -1.259065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103710 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -12590644.000000 Penalty: 3763.683838
	Iteration 90Q: 3 clusters Score -1.259064e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103712 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -12590644.000000 Penalty: 3763.683838
	Iteration 91Q: 3 clusters Score -1.259064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103713 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -12590646.000000 Penalty: 3763.683838
	Iteration 92Q: 3 clusters Score -1.259065e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103717 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -12590652.000000 Penalty: 3763.683838
	Iteration 93Q: 3 clusters Score -1.259065e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103720 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -12590650.000000 Penalty: 3763.683838
	Iteration 94Q: 3 clusters Score -1.259065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103723 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -12590649.000000 Penalty: 3763.683838
	Iteration 95Q: 3 clusters Score -1.259065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103726 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -12590646.000000 Penalty: 3763.683838
	Iteration 96Q: 3 clusters Score -1.259065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103727 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -12590639.000000 Penalty: 3763.683838
	Iteration 97Q: 3 clusters Score -1.259064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103730 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -12590650.000000 Penalty: 3763.683838
	Iteration 98Q: 3 clusters Score -1.259065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103733 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -12590645.000000 Penalty: 3763.683838
	Iteration 99Q: 3 clusters Score -1.259064e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103734 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -12590654.000000 Penalty: 3763.683838
	Iteration 100F: 3 clusters Score -1.259065e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (36726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36726 members 
Entering Unmasked Estep 
Score: -4180923.750000 Penalty: 1708.076538
	Iteration 0F: 2 clusters Score -4180924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -4156288.750000 Penalty: 3416.153076
	Iteration 0F: 3 clusters Score -4156289 nChanged 17060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -4165789.750000 Penalty: 3416.153076
	Iteration 1F: 3 clusters Score -4165790 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -4166199.250000 Penalty: 3416.153076
	Iteration 2Q: 3 clusters Score -4166199 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -4166687.250000 Penalty: 3416.153076
	Iteration 3Q: 3 clusters Score -4166687 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -4167299.750000 Penalty: 3416.153076
	Iteration 4Q: 3 clusters Score -4167300 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -4168149.750000 Penalty: 3416.153076
	Iteration 5Q: 3 clusters Score -4168150 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -4169418.000000 Penalty: 3416.153076
	Iteration 6F: 3 clusters Score -4169418 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -4171175.750000 Penalty: 3416.153076
	Iteration 7F: 3 clusters Score -4171176 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -4173286.750000 Penalty: 3416.153076
	Iteration 8F: 3 clusters Score -4173287 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -4175211.000000 Penalty: 3416.153076
	Iteration 9F: 3 clusters Score -4175211 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33233 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -4176740.750000 Penalty: 3416.153076
	Iteration 10Q: 3 clusters Score -4176741 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34510 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -4177844.750000 Penalty: 3416.153076
	Iteration 11Q: 3 clusters Score -4177845 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35312 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -4178485.500000 Penalty: 3416.153076
	Iteration 12Q: 3 clusters Score -4178486 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -4178867.500000 Penalty: 3416.153076
	Iteration 13Q: 3 clusters Score -4178868 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -4179102.500000 Penalty: 3416.153076
	Iteration 14Q: 3 clusters Score -4179102 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36178 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -4179226.750000 Penalty: 3416.153076
	Iteration 15Q: 3 clusters Score -4179227 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36268 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -4179297.750000 Penalty: 3416.153076
	Iteration 16Q: 3 clusters Score -4179298 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36323 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -4179359.000000 Penalty: 3416.153076
	Iteration 17Q: 3 clusters Score -4179359 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36353 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4179395.000000 Penalty: 3416.153076
	Iteration 18Q: 3 clusters Score -4179395 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36366 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4179424.000000 Penalty: 3416.153076
	Iteration 19Q: 3 clusters Score -4179424 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4179447.500000 Penalty: 3416.153076
	Iteration 20F: 3 clusters Score -4179448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36391 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4179457.000000 Penalty: 3416.153076
	Iteration 21Q: 3 clusters Score -4179457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4179464.250000 Penalty: 3416.153076
	Iteration 22Q: 3 clusters Score -4179464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36400 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4179468.500000 Penalty: 3416.153076
	Iteration 23Q: 3 clusters Score -4179468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36404 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -4179473.500000 Penalty: 3416.153076
	Iteration 24Q: 3 clusters Score -4179474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36408 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4179481.500000 Penalty: 3416.153076
	Iteration 25Q: 3 clusters Score -4179482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36413 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4179486.000000 Penalty: 3416.153076
	Iteration 26Q: 3 clusters Score -4179486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36414 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4179488.000000 Penalty: 3416.153076
	Iteration 27Q: 3 clusters Score -4179488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36416 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4179487.000000 Penalty: 3416.153076
	Iteration 28Q: 3 clusters Score -4179487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4179486.750000 Penalty: 3416.153076
	Iteration 29Q: 3 clusters Score -4179487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4179486.750000 Penalty: 3416.153076
	Iteration 30F: 3 clusters Score -4179487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (32028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32028 members 
Entering Unmasked Estep 
Score: -3838010.250000 Penalty: 1685.834473
	Iteration 0F: 2 clusters Score -3838010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -3816435.500000 Penalty: 3371.668945
	Iteration 0F: 3 clusters Score -3816436 nChanged 14809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -3824635.250000 Penalty: 3371.668945
	Iteration 1F: 3 clusters Score -3824635 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -3824940.500000 Penalty: 3371.668945
	Iteration 2Q: 3 clusters Score -3824940 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -3825200.500000 Penalty: 3371.668945
	Iteration 3Q: 3 clusters Score -3825200 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -3825467.750000 Penalty: 3371.668945
	Iteration 4Q: 3 clusters Score -3825468 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -3825766.750000 Penalty: 3371.668945
	Iteration 5Q: 3 clusters Score -3825767 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -3826132.750000 Penalty: 3371.668945
	Iteration 6Q: 3 clusters Score -3826133 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -3826660.000000 Penalty: 3371.668945
	Iteration 7Q: 3 clusters Score -3826660 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -3827395.250000 Penalty: 3371.668945
	Iteration 8Q: 3 clusters Score -3827395 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -3828431.250000 Penalty: 3371.668945
	Iteration 9F: 3 clusters Score -3828431 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -3829889.250000 Penalty: 3371.668945
	Iteration 10F: 3 clusters Score -3829889 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -3831479.500000 Penalty: 3371.668945
	Iteration 11F: 3 clusters Score -3831480 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -3832938.750000 Penalty: 3371.668945
	Iteration 12F: 3 clusters Score -3832939 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -3834022.250000 Penalty: 3371.668945
	Iteration 13Q: 3 clusters Score -3834022 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 29299 members 
Entering Unmasked Estep 
Score: -3834804.750000 Penalty: 3371.668945
	Iteration 14Q: 3 clusters Score -3834805 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 29946 members 
Entering Unmasked Estep 
Score: -3835350.000000 Penalty: 3371.668945
	Iteration 15Q: 3 clusters Score -3835350 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -3835681.750000 Penalty: 3371.668945
	Iteration 16Q: 3 clusters Score -3835682 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -3835907.000000 Penalty: 3371.668945
	Iteration 17Q: 3 clusters Score -3835907 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 30980 members 
Entering Unmasked Estep 
Score: -3836076.250000 Penalty: 3371.668945
	Iteration 18Q: 3 clusters Score -3836076 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 31165 members 
Entering Unmasked Estep 
Score: -3836205.750000 Penalty: 3371.668945
	Iteration 19Q: 3 clusters Score -3836206 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 31299 members 
Entering Unmasked Estep 
Score: -3836274.500000 Penalty: 3371.668945
	Iteration 20F: 3 clusters Score -3836274 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -3836331.750000 Penalty: 3371.668945
	Iteration 21Q: 3 clusters Score -3836332 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -3836371.500000 Penalty: 3371.668945
	Iteration 22Q: 3 clusters Score -3836372 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 31502 members 
Entering Unmasked Estep 
Score: -3836414.750000 Penalty: 3371.668945
	Iteration 23Q: 3 clusters Score -3836415 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 31548 members 
Entering Unmasked Estep 
Score: -3836454.250000 Penalty: 3371.668945
	Iteration 24Q: 3 clusters Score -3836454 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -3836479.750000 Penalty: 3371.668945
	Iteration 25Q: 3 clusters Score -3836480 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 31621 members 
Entering Unmasked Estep 
Score: -3836509.500000 Penalty: 3371.668945
	Iteration 26Q: 3 clusters Score -3836510 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 31651 members 
Entering Unmasked Estep 
Score: -3836535.000000 Penalty: 3371.668945
	Iteration 27Q: 3 clusters Score -3836535 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 31669 members 
Entering Unmasked Estep 
Score: -3836552.500000 Penalty: 3371.668945
	Iteration 28Q: 3 clusters Score -3836552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
Score: -3836560.750000 Penalty: 3371.668945
	Iteration 29Q: 3 clusters Score -3836561 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 31695 members 
Entering Unmasked Estep 
Score: -3836573.000000 Penalty: 3371.668945
	Iteration 30Q: 3 clusters Score -3836573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 31700 members 
Entering Unmasked Estep 
Score: -3836581.750000 Penalty: 3371.668945
	Iteration 31Q: 3 clusters Score -3836582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 31708 members 
Entering Unmasked Estep 
Score: -3836599.000000 Penalty: 3371.668945
	Iteration 32Q: 3 clusters Score -3836599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 31715 members 
Entering Unmasked Estep 
Score: -3836606.500000 Penalty: 3371.668945
	Iteration 33Q: 3 clusters Score -3836606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 31720 members 
Entering Unmasked Estep 
Score: -3836612.750000 Penalty: 3371.668945
	Iteration 34Q: 3 clusters Score -3836613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -3836618.250000 Penalty: 3371.668945
	Iteration 35Q: 3 clusters Score -3836618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -3836619.250000 Penalty: 3371.668945
	Iteration 36Q: 3 clusters Score -3836619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 31727 members 
Entering Unmasked Estep 
Score: -3836621.250000 Penalty: 3371.668945
	Iteration 37Q: 3 clusters Score -3836621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 31730 members 
Entering Unmasked Estep 
Score: -3836625.000000 Penalty: 3371.668945
	Iteration 38Q: 3 clusters Score -3836625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 31736 members 
Entering Unmasked Estep 
Score: -3836633.000000 Penalty: 3371.668945
	Iteration 39Q: 3 clusters Score -3836633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 31742 members 
Entering Unmasked Estep 
Score: -3836633.250000 Penalty: 3371.668945
	Iteration 40F: 3 clusters Score -3836633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
Score: -3836642.250000 Penalty: 3371.668945
	Iteration 41Q: 3 clusters Score -3836642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -3836650.000000 Penalty: 3371.668945
	Iteration 42Q: 3 clusters Score -3836650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 31755 members 
Entering Unmasked Estep 
Score: -3836658.500000 Penalty: 3371.668945
	Iteration 43Q: 3 clusters Score -3836658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -3836660.250000 Penalty: 3371.668945
	Iteration 44Q: 3 clusters Score -3836660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 31760 members 
Entering Unmasked Estep 
Score: -3836665.750000 Penalty: 3371.668945
	Iteration 45Q: 3 clusters Score -3836666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
Score: -3836669.750000 Penalty: 3371.668945
	Iteration 46Q: 3 clusters Score -3836670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 31763 members 
Entering Unmasked Estep 
Score: -3836671.500000 Penalty: 3371.668945
	Iteration 47Q: 3 clusters Score -3836672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
Score: -3836669.000000 Penalty: 3371.668945
	Iteration 48Q: 3 clusters Score -3836669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
Score: -3836669.000000 Penalty: 3371.668945
	Iteration 49F: 3 clusters Score -3836669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Entering Unmasked Estep 
Score: -2012462.125000 Penalty: 1596.507324
	Iteration 0F: 2 clusters Score -2012462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1999742.500000 Penalty: 3193.014648
	Iteration 0F: 3 clusters Score -1999742 nChanged 8300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -2004193.375000 Penalty: 3193.014648
	Iteration 1F: 3 clusters Score -2004193 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -2004456.000000 Penalty: 3193.014648
	Iteration 2Q: 3 clusters Score -2004456 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -2004680.875000 Penalty: 3193.014648
	Iteration 3Q: 3 clusters Score -2004681 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -2004884.625000 Penalty: 3193.014648
	Iteration 4Q: 3 clusters Score -2004885 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -2005073.000000 Penalty: 3193.014648
	Iteration 5Q: 3 clusters Score -2005073 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -2005271.750000 Penalty: 3193.014648
	Iteration 6Q: 3 clusters Score -2005272 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -2005505.750000 Penalty: 3193.014648
	Iteration 7Q: 3 clusters Score -2005506 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -2005796.500000 Penalty: 3193.014648
	Iteration 8Q: 3 clusters Score -2005796 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -2006213.375000 Penalty: 3193.014648
	Iteration 9Q: 3 clusters Score -2006213 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -2006786.750000 Penalty: 3193.014648
	Iteration 10F: 3 clusters Score -2006787 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -2007505.750000 Penalty: 3193.014648
	Iteration 11F: 3 clusters Score -2007506 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -2008246.625000 Penalty: 3193.014648
	Iteration 12F: 3 clusters Score -2008247 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -2008883.750000 Penalty: 3193.014648
	Iteration 13Q: 3 clusters Score -2008884 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -2009402.375000 Penalty: 3193.014648
	Iteration 14Q: 3 clusters Score -2009402 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -2009783.375000 Penalty: 3193.014648
	Iteration 15Q: 3 clusters Score -2009783 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -2010039.875000 Penalty: 3193.014648
	Iteration 16Q: 3 clusters Score -2010040 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -2010217.875000 Penalty: 3193.014648
	Iteration 17Q: 3 clusters Score -2010218 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -2010345.250000 Penalty: 3193.014648
	Iteration 18Q: 3 clusters Score -2010345 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -2010480.250000 Penalty: 3193.014648
	Iteration 19Q: 3 clusters Score -2010480 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -2010617.375000 Penalty: 3193.014648
	Iteration 20F: 3 clusters Score -2010617 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -2010708.000000 Penalty: 3193.014648
	Iteration 21Q: 3 clusters Score -2010708 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -2010780.000000 Penalty: 3193.014648
	Iteration 22Q: 3 clusters Score -2010780 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -2010846.250000 Penalty: 3193.014648
	Iteration 23Q: 3 clusters Score -2010846 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -2010884.250000 Penalty: 3193.014648
	Iteration 24Q: 3 clusters Score -2010884 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -2010903.375000 Penalty: 3193.014648
	Iteration 25Q: 3 clusters Score -2010903 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -2010933.375000 Penalty: 3193.014648
	Iteration 26Q: 3 clusters Score -2010933 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -2010964.875000 Penalty: 3193.014648
	Iteration 27Q: 3 clusters Score -2010965 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -2011005.375000 Penalty: 3193.014648
	Iteration 28Q: 3 clusters Score -2011005 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -2011031.625000 Penalty: 3193.014648
	Iteration 29Q: 3 clusters Score -2011032 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -2011058.125000 Penalty: 3193.014648
	Iteration 30Q: 3 clusters Score -2011058 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -2011059.625000 Penalty: 3193.014648
	Iteration 31Q: 3 clusters Score -2011060 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -2011077.375000 Penalty: 3193.014648
	Iteration 32Q: 3 clusters Score -2011077 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -2011086.500000 Penalty: 3193.014648
	Iteration 33Q: 3 clusters Score -2011086 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -2011099.750000 Penalty: 3193.014648
	Iteration 34Q: 3 clusters Score -2011100 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -2011115.625000 Penalty: 3193.014648
	Iteration 35Q: 3 clusters Score -2011116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -2011125.125000 Penalty: 3193.014648
	Iteration 36Q: 3 clusters Score -2011125 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -2011135.250000 Penalty: 3193.014648
	Iteration 37Q: 3 clusters Score -2011135 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -2011138.875000 Penalty: 3193.014648
	Iteration 38Q: 3 clusters Score -2011139 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -2011144.125000 Penalty: 3193.014648
	Iteration 39Q: 3 clusters Score -2011144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -2011145.625000 Penalty: 3193.014648
	Iteration 40F: 3 clusters Score -2011146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -2011151.125000 Penalty: 3193.014648
	Iteration 41Q: 3 clusters Score -2011151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -2011151.000000 Penalty: 3193.014648
	Iteration 42Q: 3 clusters Score -2011151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -2011151.875000 Penalty: 3193.014648
	Iteration 43Q: 3 clusters Score -2011152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -2011151.875000 Penalty: 3193.014648
	Iteration 44F: 3 clusters Score -2011152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (102136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102136 members 
Entering Unmasked Estep 
Score: -12010713.000000 Penalty: 1874.284790
	Iteration 0F: 2 clusters Score -1.201071e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51120 members 
Mstep: Class 2 contains 51016 members 
Entering Unmasked Estep 
Score: -11944818.000000 Penalty: 3748.569580
	Iteration 0F: 3 clusters Score -1.194482e+07 nChanged 48898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51688 members 
Mstep: Class 2 contains 50448 members 
Entering Unmasked Estep 
Score: -11974321.000000 Penalty: 3748.569580
	Iteration 1F: 3 clusters Score -1.197432e+07 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52545 members 
Mstep: Class 2 contains 49591 members 
Entering Unmasked Estep 
Score: -11976378.000000 Penalty: 3748.569580
	Iteration 2Q: 3 clusters Score -1.197638e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54315 members 
Mstep: Class 2 contains 47821 members 
Entering Unmasked Estep 
Score: -11979143.000000 Penalty: 3748.569580
	Iteration 3F: 3 clusters Score -1.197914e+07 nChanged 6922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57593 members 
Mstep: Class 2 contains 44543 members 
Entering Unmasked Estep 
Score: -11983704.000000 Penalty: 3748.569580
	Iteration 4F: 3 clusters Score -1.19837e+07 nChanged 8302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62425 members 
Mstep: Class 2 contains 39711 members 
Entering Unmasked Estep 
Score: -11990563.000000 Penalty: 3748.569580
	Iteration 5F: 3 clusters Score -1.199056e+07 nChanged 8686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67671 members 
Mstep: Class 2 contains 34465 members 
Entering Unmasked Estep 
Score: -11999205.000000 Penalty: 3748.569580
	Iteration 6F: 3 clusters Score -1.19992e+07 nChanged 6999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71654 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -12005379.000000 Penalty: 3748.569580
	Iteration 7F: 3 clusters Score -1.200538e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73901 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -12007553.000000 Penalty: 3748.569580
	Iteration 8Q: 3 clusters Score -1.200755e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75592 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -12008405.000000 Penalty: 3748.569580
	Iteration 9Q: 3 clusters Score -1.20084e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77023 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -12009105.000000 Penalty: 3748.569580
	Iteration 10Q: 3 clusters Score -1.20091e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78245 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -12009503.000000 Penalty: 3748.569580
	Iteration 11Q: 3 clusters Score -1.20095e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79359 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -12009765.000000 Penalty: 3748.569580
	Iteration 12Q: 3 clusters Score -1.200976e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80385 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -12010047.000000 Penalty: 3748.569580
	Iteration 13Q: 3 clusters Score -1.201005e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81315 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -12010269.000000 Penalty: 3748.569580
	Iteration 14Q: 3 clusters Score -1.201027e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82218 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -12010438.000000 Penalty: 3748.569580
	Iteration 15Q: 3 clusters Score -1.201044e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83034 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -12010557.000000 Penalty: 3748.569580
	Iteration 16Q: 3 clusters Score -1.201056e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83766 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -12010697.000000 Penalty: 3748.569580
	Iteration 17Q: 3 clusters Score -1.20107e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84442 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -12010798.000000 Penalty: 3748.569580
	Iteration 18Q: 3 clusters Score -1.20108e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85104 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -12010945.000000 Penalty: 3748.569580
	Iteration 19Q: 3 clusters Score -1.201094e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85794 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -12011056.000000 Penalty: 3748.569580
	Iteration 20F: 3 clusters Score -1.201106e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86549 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -12011128.000000 Penalty: 3748.569580
	Iteration 21Q: 3 clusters Score -1.201113e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87360 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -12011259.000000 Penalty: 3748.569580
	Iteration 22Q: 3 clusters Score -1.201126e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88151 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -12011374.000000 Penalty: 3748.569580
	Iteration 23Q: 3 clusters Score -1.201137e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88909 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -12011389.000000 Penalty: 3748.569580
	Iteration 24Q: 3 clusters Score -1.201139e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89703 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -12011460.000000 Penalty: 3748.569580
	Iteration 25Q: 3 clusters Score -1.201146e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90448 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -12011481.000000 Penalty: 3748.569580
	Iteration 26Q: 3 clusters Score -1.201148e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91142 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -12011528.000000 Penalty: 3748.569580
	Iteration 27Q: 3 clusters Score -1.201153e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91787 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -12011572.000000 Penalty: 3748.569580
	Iteration 28Q: 3 clusters Score -1.201157e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92397 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -12011579.000000 Penalty: 3748.569580
	Iteration 29Q: 3 clusters Score -1.201158e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92949 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -12011615.000000 Penalty: 3748.569580
	Iteration 30Q: 3 clusters Score -1.201162e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93453 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -12011624.000000 Penalty: 3748.569580
	Iteration 31Q: 3 clusters Score -1.201162e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93943 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -12011618.000000 Penalty: 3748.569580
	Iteration 32Q: 3 clusters Score -1.201162e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94376 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -12011588.000000 Penalty: 3748.569580
	Iteration 33Q: 3 clusters Score -1.201159e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94761 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -12011595.000000 Penalty: 3748.569580
	Iteration 34Q: 3 clusters Score -1.20116e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95120 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -12011566.000000 Penalty: 3748.569580
	Iteration 35Q: 3 clusters Score -1.201157e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95447 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -12011512.000000 Penalty: 3748.569580
	Iteration 36Q: 3 clusters Score -1.201151e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95757 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -12011542.000000 Penalty: 3748.569580
	Iteration 37Q: 3 clusters Score -1.201154e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96061 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -12011481.000000 Penalty: 3748.569580
	Iteration 38Q: 3 clusters Score -1.201148e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96333 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -12011470.000000 Penalty: 3748.569580
	Iteration 39Q: 3 clusters Score -1.201147e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96607 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -12011449.000000 Penalty: 3748.569580
	Iteration 40F: 3 clusters Score -1.201145e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96852 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -12011416.000000 Penalty: 3748.569580
	Iteration 41Q: 3 clusters Score -1.201142e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97078 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -12011430.000000 Penalty: 3748.569580
	Iteration 42Q: 3 clusters Score -1.201143e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97256 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -12011419.000000 Penalty: 3748.569580
	Iteration 43Q: 3 clusters Score -1.201142e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97441 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -12011387.000000 Penalty: 3748.569580
	Iteration 44Q: 3 clusters Score -1.201139e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97636 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -12011388.000000 Penalty: 3748.569580
	Iteration 45Q: 3 clusters Score -1.201139e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97828 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -12011352.000000 Penalty: 3748.569580
	Iteration 46Q: 3 clusters Score -1.201135e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98017 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -12011324.000000 Penalty: 3748.569580
	Iteration 47Q: 3 clusters Score -1.201132e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98202 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -12011285.000000 Penalty: 3748.569580
	Iteration 48Q: 3 clusters Score -1.201128e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98367 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -12011246.000000 Penalty: 3748.569580
	Iteration 49Q: 3 clusters Score -1.201125e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98537 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -12011215.000000 Penalty: 3748.569580
	Iteration 50Q: 3 clusters Score -1.201122e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98710 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -12011182.000000 Penalty: 3748.569580
	Iteration 51Q: 3 clusters Score -1.201118e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98890 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -12011152.000000 Penalty: 3748.569580
	Iteration 52Q: 3 clusters Score -1.201115e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99062 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -12011127.000000 Penalty: 3748.569580
	Iteration 53Q: 3 clusters Score -1.201113e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99216 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -12011085.000000 Penalty: 3748.569580
	Iteration 54Q: 3 clusters Score -1.201108e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99352 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -12011052.000000 Penalty: 3748.569580
	Iteration 55Q: 3 clusters Score -1.201105e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99484 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -12011000.000000 Penalty: 3748.569580
	Iteration 56Q: 3 clusters Score -1.2011e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99604 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -12010982.000000 Penalty: 3748.569580
	Iteration 57Q: 3 clusters Score -1.201098e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99715 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -12010928.000000 Penalty: 3748.569580
	Iteration 58Q: 3 clusters Score -1.201093e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99801 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -12010951.000000 Penalty: 3748.569580
	Iteration 59Q: 3 clusters Score -1.201095e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99876 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -12010904.000000 Penalty: 3748.569580
	Iteration 60F: 3 clusters Score -1.20109e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99923 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -12010885.000000 Penalty: 3748.569580
	Iteration 61Q: 3 clusters Score -1.201088e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99965 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -12010882.000000 Penalty: 3748.569580
	Iteration 62Q: 3 clusters Score -1.201088e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100004 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -12010864.000000 Penalty: 3748.569580
	Iteration 63Q: 3 clusters Score -1.201086e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100040 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -12010850.000000 Penalty: 3748.569580
	Iteration 64Q: 3 clusters Score -1.201085e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100075 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -12010810.000000 Penalty: 3748.569580
	Iteration 65Q: 3 clusters Score -1.201081e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100106 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -12010798.000000 Penalty: 3748.569580
	Iteration 66Q: 3 clusters Score -1.20108e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100135 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -12010775.000000 Penalty: 3748.569580
	Iteration 67Q: 3 clusters Score -1.201078e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100161 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -12010766.000000 Penalty: 3748.569580
	Iteration 68Q: 3 clusters Score -1.201077e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100191 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -12010760.000000 Penalty: 3748.569580
	Iteration 69Q: 3 clusters Score -1.201076e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100226 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -12010761.000000 Penalty: 3748.569580
	Iteration 70Q: 3 clusters Score -1.201076e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100257 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -12010768.000000 Penalty: 3748.569580
	Iteration 71Q: 3 clusters Score -1.201077e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100289 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -12010749.000000 Penalty: 3748.569580
	Iteration 72Q: 3 clusters Score -1.201075e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100311 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -12010737.000000 Penalty: 3748.569580
	Iteration 73Q: 3 clusters Score -1.201074e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100331 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -12010731.000000 Penalty: 3748.569580
	Iteration 74Q: 3 clusters Score -1.201073e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100344 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -12010738.000000 Penalty: 3748.569580
	Iteration 75Q: 3 clusters Score -1.201074e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100358 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -12010730.000000 Penalty: 3748.569580
	Iteration 76Q: 3 clusters Score -1.201073e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100370 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -12010707.000000 Penalty: 3748.569580
	Iteration 77Q: 3 clusters Score -1.201071e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100378 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -12010707.000000 Penalty: 3748.569580
	Iteration 78Q: 3 clusters Score -1.201071e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100383 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -12010712.000000 Penalty: 3748.569580
	Iteration 79Q: 3 clusters Score -1.201071e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100387 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -12010700.000000 Penalty: 3748.569580
	Iteration 80F: 3 clusters Score -1.20107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100388 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -12010698.000000 Penalty: 3748.569580
	Iteration 81Q: 3 clusters Score -1.20107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100389 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -12010700.000000 Penalty: 3748.569580
	Iteration 82Q: 3 clusters Score -1.20107e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100391 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -12010689.000000 Penalty: 3748.569580
	Iteration 83Q: 3 clusters Score -1.201069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100394 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -12010692.000000 Penalty: 3748.569580
	Iteration 84Q: 3 clusters Score -1.201069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100397 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -12010695.000000 Penalty: 3748.569580
	Iteration 85Q: 3 clusters Score -1.20107e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100401 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -12010691.000000 Penalty: 3748.569580
	Iteration 86Q: 3 clusters Score -1.201069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100403 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -12010689.000000 Penalty: 3748.569580
	Iteration 87Q: 3 clusters Score -1.201069e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100404 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -12010684.000000 Penalty: 3748.569580
	Iteration 88Q: 3 clusters Score -1.201068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100405 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -12010685.000000 Penalty: 3748.569580
	Iteration 89Q: 3 clusters Score -1.201068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100406 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -12010678.000000 Penalty: 3748.569580
	Iteration 90Q: 3 clusters Score -1.201068e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100406 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -12010678.000000 Penalty: 3748.569580
	Iteration 91F: 3 clusters Score -1.201068e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (124270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124270 members 
Entering Unmasked Estep 
Score: -14228919.000000 Penalty: 1906.159424
	Iteration 0F: 2 clusters Score -1.422892e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62136 members 
Mstep: Class 2 contains 62134 members 
Entering Unmasked Estep 
Score: -14147731.000000 Penalty: 3812.318848
	Iteration 0F: 3 clusters Score -1.414773e+07 nChanged 59622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59500 members 
Mstep: Class 2 contains 64770 members 
Entering Unmasked Estep 
Score: -14183402.000000 Penalty: 3812.318848
	Iteration 1F: 3 clusters Score -1.41834e+07 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57499 members 
Mstep: Class 2 contains 66771 members 
Entering Unmasked Estep 
Score: -14185882.000000 Penalty: 3812.318848
	Iteration 2Q: 3 clusters Score -1.418588e+07 nChanged 6744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54563 members 
Mstep: Class 2 contains 69707 members 
Entering Unmasked Estep 
Score: -14189650.000000 Penalty: 3812.318848
	Iteration 3F: 3 clusters Score -1.418965e+07 nChanged 8242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50457 members 
Mstep: Class 2 contains 73813 members 
Entering Unmasked Estep 
Score: -14194971.000000 Penalty: 3812.318848
	Iteration 4F: 3 clusters Score -1.419497e+07 nChanged 9239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45298 members 
Mstep: Class 2 contains 78972 members 
Entering Unmasked Estep 
Score: -14201645.000000 Penalty: 3812.318848
	Iteration 5F: 3 clusters Score -1.420164e+07 nChanged 8861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40009 members 
Mstep: Class 2 contains 84261 members 
Entering Unmasked Estep 
Score: -14208816.000000 Penalty: 3812.318848
	Iteration 6F: 3 clusters Score -1.420882e+07 nChanged 7432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35589 members 
Mstep: Class 2 contains 88681 members 
Entering Unmasked Estep 
Score: -14215183.000000 Penalty: 3812.318848
	Iteration 7F: 3 clusters Score -1.421518e+07 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 91831 members 
Entering Unmasked Estep 
Score: -14220349.000000 Penalty: 3812.318848
	Iteration 8Q: 3 clusters Score -1.422035e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30027 members 
Mstep: Class 2 contains 94243 members 
Entering Unmasked Estep 
Score: -14223134.000000 Penalty: 3812.318848
	Iteration 9Q: 3 clusters Score -1.422313e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 96307 members 
Entering Unmasked Estep 
Score: -14224461.000000 Penalty: 3812.318848
	Iteration 10Q: 3 clusters Score -1.422446e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 98184 members 
Entering Unmasked Estep 
Score: -14225384.000000 Penalty: 3812.318848
	Iteration 11Q: 3 clusters Score -1.422538e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 99847 members 
Entering Unmasked Estep 
Score: -14225990.000000 Penalty: 3812.318848
	Iteration 12Q: 3 clusters Score -1.422599e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 101299 members 
Entering Unmasked Estep 
Score: -14226373.000000 Penalty: 3812.318848
	Iteration 13Q: 3 clusters Score -1.422637e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 102565 members 
Entering Unmasked Estep 
Score: -14226627.000000 Penalty: 3812.318848
	Iteration 14Q: 3 clusters Score -1.422663e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 103743 members 
Entering Unmasked Estep 
Score: -14226963.000000 Penalty: 3812.318848
	Iteration 15Q: 3 clusters Score -1.422696e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 104745 members 
Entering Unmasked Estep 
Score: -14227146.000000 Penalty: 3812.318848
	Iteration 16Q: 3 clusters Score -1.422715e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 105645 members 
Entering Unmasked Estep 
Score: -14227274.000000 Penalty: 3812.318848
	Iteration 17Q: 3 clusters Score -1.422727e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 106480 members 
Entering Unmasked Estep 
Score: -14227412.000000 Penalty: 3812.318848
	Iteration 18Q: 3 clusters Score -1.422741e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 107231 members 
Entering Unmasked Estep 
Score: -14227609.000000 Penalty: 3812.318848
	Iteration 19Q: 3 clusters Score -1.422761e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 107926 members 
Entering Unmasked Estep 
Score: -14227738.000000 Penalty: 3812.318848
	Iteration 20F: 3 clusters Score -1.422774e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 108577 members 
Entering Unmasked Estep 
Score: -14227804.000000 Penalty: 3812.318848
	Iteration 21Q: 3 clusters Score -1.42278e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 109156 members 
Entering Unmasked Estep 
Score: -14227868.000000 Penalty: 3812.318848
	Iteration 22Q: 3 clusters Score -1.422787e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 109708 members 
Entering Unmasked Estep 
Score: -14227919.000000 Penalty: 3812.318848
	Iteration 23Q: 3 clusters Score -1.422792e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 110240 members 
Entering Unmasked Estep 
Score: -14227990.000000 Penalty: 3812.318848
	Iteration 24Q: 3 clusters Score -1.422799e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 110713 members 
Entering Unmasked Estep 
Score: -14228051.000000 Penalty: 3812.318848
	Iteration 25Q: 3 clusters Score -1.422805e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 111166 members 
Entering Unmasked Estep 
Score: -14228192.000000 Penalty: 3812.318848
	Iteration 26Q: 3 clusters Score -1.422819e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 111607 members 
Entering Unmasked Estep 
Score: -14228221.000000 Penalty: 3812.318848
	Iteration 27Q: 3 clusters Score -1.422822e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 111984 members 
Entering Unmasked Estep 
Score: -14228263.000000 Penalty: 3812.318848
	Iteration 28Q: 3 clusters Score -1.422826e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 112313 members 
Entering Unmasked Estep 
Score: -14228313.000000 Penalty: 3812.318848
	Iteration 29Q: 3 clusters Score -1.422831e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 112624 members 
Entering Unmasked Estep 
Score: -14228346.000000 Penalty: 3812.318848
	Iteration 30Q: 3 clusters Score -1.422835e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 112917 members 
Entering Unmasked Estep 
Score: -14228397.000000 Penalty: 3812.318848
	Iteration 31Q: 3 clusters Score -1.42284e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 113191 members 
Entering Unmasked Estep 
Score: -14228454.000000 Penalty: 3812.318848
	Iteration 32Q: 3 clusters Score -1.422845e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 113488 members 
Entering Unmasked Estep 
Score: -14228484.000000 Penalty: 3812.318848
	Iteration 33Q: 3 clusters Score -1.422848e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 113784 members 
Entering Unmasked Estep 
Score: -14228506.000000 Penalty: 3812.318848
	Iteration 34Q: 3 clusters Score -1.422851e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 114087 members 
Entering Unmasked Estep 
Score: -14228545.000000 Penalty: 3812.318848
	Iteration 35Q: 3 clusters Score -1.422854e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 114355 members 
Entering Unmasked Estep 
Score: -14228572.000000 Penalty: 3812.318848
	Iteration 36Q: 3 clusters Score -1.422857e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 114617 members 
Entering Unmasked Estep 
Score: -14228556.000000 Penalty: 3812.318848
	Iteration 37Q: 3 clusters Score -1.422856e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 114840 members 
Entering Unmasked Estep 
Score: -14228584.000000 Penalty: 3812.318848
	Iteration 38Q: 3 clusters Score -1.422858e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 115052 members 
Entering Unmasked Estep 
Score: -14228618.000000 Penalty: 3812.318848
	Iteration 39Q: 3 clusters Score -1.422862e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 115250 members 
Entering Unmasked Estep 
Score: -14228617.000000 Penalty: 3812.318848
	Iteration 40F: 3 clusters Score -1.422862e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 115449 members 
Entering Unmasked Estep 
Score: -14228646.000000 Penalty: 3812.318848
	Iteration 41Q: 3 clusters Score -1.422865e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 115608 members 
Entering Unmasked Estep 
Score: -14228662.000000 Penalty: 3812.318848
	Iteration 42Q: 3 clusters Score -1.422866e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 115756 members 
Entering Unmasked Estep 
Score: -14228633.000000 Penalty: 3812.318848
	Iteration 43Q: 3 clusters Score -1.422863e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 115883 members 
Entering Unmasked Estep 
Score: -14228627.000000 Penalty: 3812.318848
	Iteration 44Q: 3 clusters Score -1.422863e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 115993 members 
Entering Unmasked Estep 
Score: -14228639.000000 Penalty: 3812.318848
	Iteration 45Q: 3 clusters Score -1.422864e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 116089 members 
Entering Unmasked Estep 
Score: -14228634.000000 Penalty: 3812.318848
	Iteration 46Q: 3 clusters Score -1.422863e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 116167 members 
Entering Unmasked Estep 
Score: -14228649.000000 Penalty: 3812.318848
	Iteration 47Q: 3 clusters Score -1.422865e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 116245 members 
Entering Unmasked Estep 
Score: -14228673.000000 Penalty: 3812.318848
	Iteration 48Q: 3 clusters Score -1.422867e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 116320 members 
Entering Unmasked Estep 
Score: -14228656.000000 Penalty: 3812.318848
	Iteration 49Q: 3 clusters Score -1.422866e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 116390 members 
Entering Unmasked Estep 
Score: -14228647.000000 Penalty: 3812.318848
	Iteration 50Q: 3 clusters Score -1.422865e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 116460 members 
Entering Unmasked Estep 
Score: -14228665.000000 Penalty: 3812.318848
	Iteration 51Q: 3 clusters Score -1.422866e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 116533 members 
Entering Unmasked Estep 
Score: -14228661.000000 Penalty: 3812.318848
	Iteration 52Q: 3 clusters Score -1.422866e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 116594 members 
Entering Unmasked Estep 
Score: -14228668.000000 Penalty: 3812.318848
	Iteration 53Q: 3 clusters Score -1.422867e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 116658 members 
Entering Unmasked Estep 
Score: -14228679.000000 Penalty: 3812.318848
	Iteration 54Q: 3 clusters Score -1.422868e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 116721 members 
Entering Unmasked Estep 
Score: -14228675.000000 Penalty: 3812.318848
	Iteration 55Q: 3 clusters Score -1.422868e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 116784 members 
Entering Unmasked Estep 
Score: -14228687.000000 Penalty: 3812.318848
	Iteration 56Q: 3 clusters Score -1.422869e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 116859 members 
Entering Unmasked Estep 
Score: -14228677.000000 Penalty: 3812.318848
	Iteration 57Q: 3 clusters Score -1.422868e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 116916 members 
Entering Unmasked Estep 
Score: -14228694.000000 Penalty: 3812.318848
	Iteration 58Q: 3 clusters Score -1.422869e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 116970 members 
Entering Unmasked Estep 
Score: -14228702.000000 Penalty: 3812.318848
	Iteration 59Q: 3 clusters Score -1.42287e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 117015 members 
Entering Unmasked Estep 
Score: -14228686.000000 Penalty: 3812.318848
	Iteration 60F: 3 clusters Score -1.422869e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 117066 members 
Entering Unmasked Estep 
Score: -14228688.000000 Penalty: 3812.318848
	Iteration 61Q: 3 clusters Score -1.422869e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 117116 members 
Entering Unmasked Estep 
Score: -14228691.000000 Penalty: 3812.318848
	Iteration 62Q: 3 clusters Score -1.422869e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 117155 members 
Entering Unmasked Estep 
Score: -14228720.000000 Penalty: 3812.318848
	Iteration 63Q: 3 clusters Score -1.422872e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 117190 members 
Entering Unmasked Estep 
Score: -14228688.000000 Penalty: 3812.318848
	Iteration 64Q: 3 clusters Score -1.422869e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 117215 members 
Entering Unmasked Estep 
Score: -14228699.000000 Penalty: 3812.318848
	Iteration 65Q: 3 clusters Score -1.42287e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 117240 members 
Entering Unmasked Estep 
Score: -14228703.000000 Penalty: 3812.318848
	Iteration 66Q: 3 clusters Score -1.42287e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 117276 members 
Entering Unmasked Estep 
Score: -14228694.000000 Penalty: 3812.318848
	Iteration 67Q: 3 clusters Score -1.422869e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 117309 members 
Entering Unmasked Estep 
Score: -14228697.000000 Penalty: 3812.318848
	Iteration 68Q: 3 clusters Score -1.42287e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 117346 members 
Entering Unmasked Estep 
Score: -14228684.000000 Penalty: 3812.318848
	Iteration 69Q: 3 clusters Score -1.422868e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 117388 members 
Entering Unmasked Estep 
Score: -14228675.000000 Penalty: 3812.318848
	Iteration 70Q: 3 clusters Score -1.422868e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 117429 members 
Entering Unmasked Estep 
Score: -14228678.000000 Penalty: 3812.318848
	Iteration 71Q: 3 clusters Score -1.422868e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 117474 members 
Entering Unmasked Estep 
Score: -14228676.000000 Penalty: 3812.318848
	Iteration 72Q: 3 clusters Score -1.422868e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 117522 members 
Entering Unmasked Estep 
Score: -14228676.000000 Penalty: 3812.318848
	Iteration 73Q: 3 clusters Score -1.422868e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 117561 members 
Entering Unmasked Estep 
Score: -14228675.000000 Penalty: 3812.318848
	Iteration 74Q: 3 clusters Score -1.422868e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 117594 members 
Entering Unmasked Estep 
Score: -14228670.000000 Penalty: 3812.318848
	Iteration 75Q: 3 clusters Score -1.422867e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 117623 members 
Entering Unmasked Estep 
Score: -14228660.000000 Penalty: 3812.318848
	Iteration 76Q: 3 clusters Score -1.422866e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 117649 members 
Entering Unmasked Estep 
Score: -14228658.000000 Penalty: 3812.318848
	Iteration 77Q: 3 clusters Score -1.422866e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 117679 members 
Entering Unmasked Estep 
Score: -14228659.000000 Penalty: 3812.318848
	Iteration 78Q: 3 clusters Score -1.422866e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 117705 members 
Entering Unmasked Estep 
Score: -14228656.000000 Penalty: 3812.318848
	Iteration 79Q: 3 clusters Score -1.422866e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 117730 members 
Entering Unmasked Estep 
Score: -14228666.000000 Penalty: 3812.318848
	Iteration 80F: 3 clusters Score -1.422867e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 117745 members 
Entering Unmasked Estep 
Score: -14228651.000000 Penalty: 3812.318848
	Iteration 81Q: 3 clusters Score -1.422865e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 117757 members 
Entering Unmasked Estep 
Score: -14228664.000000 Penalty: 3812.318848
	Iteration 82Q: 3 clusters Score -1.422866e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 117772 members 
Entering Unmasked Estep 
Score: -14228666.000000 Penalty: 3812.318848
	Iteration 83Q: 3 clusters Score -1.422867e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 117789 members 
Entering Unmasked Estep 
Score: -14228676.000000 Penalty: 3812.318848
	Iteration 84Q: 3 clusters Score -1.422868e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 117808 members 
Entering Unmasked Estep 
Score: -14228685.000000 Penalty: 3812.318848
	Iteration 85Q: 3 clusters Score -1.422868e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 117831 members 
Entering Unmasked Estep 
Score: -14228677.000000 Penalty: 3812.318848
	Iteration 86Q: 3 clusters Score -1.422868e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 117856 members 
Entering Unmasked Estep 
Score: -14228685.000000 Penalty: 3812.318848
	Iteration 87Q: 3 clusters Score -1.422868e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 117877 members 
Entering Unmasked Estep 
Score: -14228682.000000 Penalty: 3812.318848
	Iteration 88Q: 3 clusters Score -1.422868e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 117890 members 
Entering Unmasked Estep 
Score: -14228686.000000 Penalty: 3812.318848
	Iteration 89Q: 3 clusters Score -1.422869e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 117897 members 
Entering Unmasked Estep 
Score: -14228683.000000 Penalty: 3812.318848
	Iteration 90Q: 3 clusters Score -1.422868e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 117908 members 
Entering Unmasked Estep 
Score: -14228687.000000 Penalty: 3812.318848
	Iteration 91Q: 3 clusters Score -1.422869e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 117915 members 
Entering Unmasked Estep 
Score: -14228683.000000 Penalty: 3812.318848
	Iteration 92Q: 3 clusters Score -1.422868e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 117922 members 
Entering Unmasked Estep 
Score: -14228683.000000 Penalty: 3812.318848
	Iteration 93Q: 3 clusters Score -1.422868e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 117926 members 
Entering Unmasked Estep 
Score: -14228672.000000 Penalty: 3812.318848
	Iteration 94Q: 3 clusters Score -1.422867e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 117937 members 
Entering Unmasked Estep 
Score: -14228683.000000 Penalty: 3812.318848
	Iteration 95Q: 3 clusters Score -1.422868e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 117950 members 
Entering Unmasked Estep 
Score: -14228696.000000 Penalty: 3812.318848
	Iteration 96Q: 3 clusters Score -1.42287e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 117965 members 
Entering Unmasked Estep 
Score: -14228697.000000 Penalty: 3812.318848
	Iteration 97Q: 3 clusters Score -1.42287e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 117975 members 
Entering Unmasked Estep 
Score: -14228703.000000 Penalty: 3812.318848
	Iteration 98Q: 3 clusters Score -1.42287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 117979 members 
Entering Unmasked Estep 
Score: -14228698.000000 Penalty: 3812.318848
	Iteration 99Q: 3 clusters Score -1.42287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 117982 members 
Entering Unmasked Estep 
Score: -14228707.000000 Penalty: 3812.318848
	Iteration 100F: 3 clusters Score -1.422871e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 117984 members 
Entering Unmasked Estep 
Score: -14228703.000000 Penalty: 3812.318848
	Iteration 101Q: 3 clusters Score -1.42287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 117986 members 
Entering Unmasked Estep 
Score: -14228710.000000 Penalty: 3812.318848
	Iteration 102Q: 3 clusters Score -1.422871e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 117989 members 
Entering Unmasked Estep 
Score: -14228707.000000 Penalty: 3812.318848
	Iteration 103Q: 3 clusters Score -1.422871e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 117990 members 
Entering Unmasked Estep 
Score: -14228711.000000 Penalty: 3812.318848
	Iteration 104Q: 3 clusters Score -1.422871e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 117991 members 
Entering Unmasked Estep 
Score: -14228702.000000 Penalty: 3812.318848
	Iteration 105Q: 3 clusters Score -1.42287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 117993 members 
Entering Unmasked Estep 
Score: -14228694.000000 Penalty: 3812.318848
	Iteration 106Q: 3 clusters Score -1.422869e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 117994 members 
Entering Unmasked Estep 
Score: -14228705.000000 Penalty: 3812.318848
	Iteration 107Q: 3 clusters Score -1.42287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 117996 members 
Entering Unmasked Estep 
Score: -14228704.000000 Penalty: 3812.318848
	Iteration 108Q: 3 clusters Score -1.42287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 117997 members 
Entering Unmasked Estep 
Score: -14228705.000000 Penalty: 3812.318848
	Iteration 109Q: 3 clusters Score -1.42287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 117999 members 
Entering Unmasked Estep 
Score: -14228699.000000 Penalty: 3812.318848
	Iteration 110Q: 3 clusters Score -1.42287e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 118005 members 
Entering Unmasked Estep 
Score: -14228713.000000 Penalty: 3812.318848
	Iteration 111Q: 3 clusters Score -1.422871e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 118010 members 
Entering Unmasked Estep 
Score: -14228714.000000 Penalty: 3812.318848
	Iteration 112Q: 3 clusters Score -1.422871e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 118014 members 
Entering Unmasked Estep 
Score: -14228716.000000 Penalty: 3812.318848
	Iteration 113Q: 3 clusters Score -1.422872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 118016 members 
Entering Unmasked Estep 
Score: -14228726.000000 Penalty: 3812.318848
	Iteration 114Q: 3 clusters Score -1.422873e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 118023 members 
Entering Unmasked Estep 
Score: -14228708.000000 Penalty: 3812.318848
	Iteration 115Q: 3 clusters Score -1.422871e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 118028 members 
Entering Unmasked Estep 
Score: -14228716.000000 Penalty: 3812.318848
	Iteration 116Q: 3 clusters Score -1.422872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 118032 members 
Entering Unmasked Estep 
Score: -14228706.000000 Penalty: 3812.318848
	Iteration 117Q: 3 clusters Score -1.422871e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 118037 members 
Entering Unmasked Estep 
Score: -14228700.000000 Penalty: 3812.318848
	Iteration 118Q: 3 clusters Score -1.42287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 118039 members 
Entering Unmasked Estep 
Score: -14228701.000000 Penalty: 3812.318848
	Iteration 119Q: 3 clusters Score -1.42287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 118039 members 
Entering Unmasked Estep 
Score: -14228707.000000 Penalty: 3812.318848
	Iteration 120F: 3 clusters Score -1.422871e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Entering Unmasked Estep 
Score: -522507.156250 Penalty: 1380.727783
	Iteration 0F: 2 clusters Score -522507.2 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 2449 members 
Entering Unmasked Estep 
Score: -518600.656250 Penalty: 2761.455566
	Iteration 0F: 3 clusters Score -518600.7 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -519716.343750 Penalty: 2761.455566
	Iteration 1F: 3 clusters Score -519716.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -519927.687500 Penalty: 2761.455566
	Iteration 2F: 3 clusters Score -519927.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -520111.625000 Penalty: 2761.455566
	Iteration 3F: 3 clusters Score -520111.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -520325.531250 Penalty: 2761.455566
	Iteration 4F: 3 clusters Score -520325.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -520619.906250 Penalty: 2761.455566
	Iteration 5F: 3 clusters Score -520619.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -520974.093750 Penalty: 2761.455566
	Iteration 6F: 3 clusters Score -520974.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -521434.500000 Penalty: 2761.455566
	Iteration 7F: 3 clusters Score -521434.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -521910.218750 Penalty: 2761.455566
	Iteration 8F: 3 clusters Score -521910.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -522311.250000 Penalty: 2761.455566
	Iteration 9F: 3 clusters Score -522311.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -522512.156250 Penalty: 2761.455566
	Iteration 10F: 3 clusters Score -522512.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -522582.250000 Penalty: 2761.455566
	Iteration 11Q: 3 clusters Score -522582.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -522609.531250 Penalty: 2761.455566
	Iteration 12Q: 3 clusters Score -522609.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -522620.718750 Penalty: 2761.455566
	Iteration 13Q: 3 clusters Score -522620.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -522627.000000 Penalty: 2761.455566
	Iteration 14Q: 3 clusters Score -522627 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -522630.093750 Penalty: 2761.455566
	Iteration 15Q: 3 clusters Score -522630.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -522631.531250 Penalty: 2761.455566
	Iteration 16Q: 3 clusters Score -522631.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -522631.968750 Penalty: 2761.455566
	Iteration 17Q: 3 clusters Score -522632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -522631.968750 Penalty: 2761.455566
	Iteration 18F: 3 clusters Score -522632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 200997 members 
Mstep: Class 3 contains 35563 members 
Mstep: Class 4 contains 832 members 
Mstep: Class 5 contains 33990 members 
Mstep: Class 6 contains 75859 members 
Mstep: Class 7 contains 106998 members 
Mstep: Class 8 contains 36726 members 
Mstep: Class 9 contains 32028 members 
Mstep: Class 10 contains 18484 members 
Mstep: Class 11 contains 102136 members 
Mstep: Class 12 contains 124270 members 
Mstep: Class 13 contains 3040 members 
Mstep: Class 14 contains 946 members 
Mstep: Class 15 contains 1620 members 
Mstep: Class 16 contains 112727 members 
Mstep: Class 17 contains 1713 members 
Mstep: Class 18 contains 709 members 
Mstep: Class 19 contains 114938 members 
Mstep: Class 20 contains 20932 members 
Mstep: Class 21 contains 976 members 
Mstep: Class 22 contains 105716 members 
Mstep: Class 23 contains 12161 members 
Mstep: Class 24 contains 147315 members 
Mstep: Class 25 contains 99324 members 
Mstep: Class 26 contains 48843 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 1997 members 
Mstep: Class 29 contains 9626 members 
Mstep: Class 30 contains 145127 members 
Mstep: Class 31 contains 702 members 
Mstep: Class 32 contains 531 members 
Mstep: Class 33 contains 117924 members 
Mstep: Class 34 contains 1859 members 
Entering Unmasked Estep 
Score: -194548416.000000 Penalty: 79336.289062
Splitting cluster 13 changes total score from -194549536.000000 to -194548416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Entering Unmasked Estep 
Score: -76848.140625 Penalty: 1113.489380
	Iteration 0F: 2 clusters Score -76848.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -75609.101562 Penalty: 2226.978760
	Iteration 0F: 3 clusters Score -75609.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -76360.203125 Penalty: 2226.978760
	Iteration 1F: 3 clusters Score -76360.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -76755.265625 Penalty: 2226.978760
	Iteration 2F: 3 clusters Score -76755.27 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -77060.046875 Penalty: 2226.978760
	Iteration 3F: 3 clusters Score -77060.05 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -77182.601562 Penalty: 2226.978760
	Iteration 4F: 3 clusters Score -77182.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -77272.992188 Penalty: 2226.978760
	Iteration 5Q: 3 clusters Score -77272.99 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -77357.984375 Penalty: 2226.978760
	Iteration 6Q: 3 clusters Score -77357.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -77417.437500 Penalty: 2226.978760
	Iteration 7Q: 3 clusters Score -77417.44 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -77490.031250 Penalty: 2226.978760
	Iteration 8Q: 3 clusters Score -77490.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -77548.648438 Penalty: 2226.978760
	Iteration 9Q: 3 clusters Score -77548.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -77576.070312 Penalty: 2226.978760
	Iteration 10Q: 3 clusters Score -77576.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -77595.648438 Penalty: 2226.978760
	Iteration 11Q: 3 clusters Score -77595.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -77616.929688 Penalty: 2226.978760
	Iteration 12Q: 3 clusters Score -77616.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -77622.742188 Penalty: 2226.978760
	Iteration 13Q: 3 clusters Score -77622.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -77623.023438 Penalty: 2226.978760
	Iteration 14Q: 3 clusters Score -77623.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -77623.593750 Penalty: 2226.978760
	Iteration 15Q: 3 clusters Score -77623.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -77623.593750 Penalty: 2226.978760
	Iteration 16F: 3 clusters Score -77623.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 200997 members 
Mstep: Class 3 contains 35563 members 
Mstep: Class 4 contains 832 members 
Mstep: Class 5 contains 33990 members 
Mstep: Class 6 contains 75859 members 
Mstep: Class 7 contains 106998 members 
Mstep: Class 8 contains 36726 members 
Mstep: Class 9 contains 32028 members 
Mstep: Class 10 contains 18484 members 
Mstep: Class 11 contains 102136 members 
Mstep: Class 12 contains 124270 members 
Mstep: Class 13 contains 4899 members 
Mstep: Class 14 contains 491 members 
Mstep: Class 15 contains 1620 members 
Mstep: Class 16 contains 112727 members 
Mstep: Class 17 contains 1713 members 
Mstep: Class 18 contains 709 members 
Mstep: Class 19 contains 114938 members 
Mstep: Class 20 contains 20932 members 
Mstep: Class 21 contains 976 members 
Mstep: Class 22 contains 105716 members 
Mstep: Class 23 contains 12161 members 
Mstep: Class 24 contains 147315 members 
Mstep: Class 25 contains 99324 members 
Mstep: Class 26 contains 48843 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 1997 members 
Mstep: Class 29 contains 9626 members 
Mstep: Class 30 contains 145127 members 
Mstep: Class 31 contains 702 members 
Mstep: Class 32 contains 531 members 
Mstep: Class 33 contains 117924 members 
Mstep: Class 34 contains 455 members 
Entering Unmasked Estep 
Score: -194548432.000000 Penalty: 79336.289062
Splitting cluster 14 changes total score from -194549536.000000 to -194548432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (1620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Entering Unmasked Estep 
Score: -157670.453125 Penalty: 1200.904541
	Iteration 0F: 2 clusters Score -157670.5 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 774 members 
Entering Unmasked Estep 
Score: -155831.062500 Penalty: 2401.809082
	Iteration 0F: 3 clusters Score -155831.1 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -156272.156250 Penalty: 2401.809082
	Iteration 1F: 3 clusters Score -156272.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -156470.343750 Penalty: 2401.809082
	Iteration 2F: 3 clusters Score -156470.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -156599.187500 Penalty: 2401.809082
	Iteration 3F: 3 clusters Score -156599.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -156669.671875 Penalty: 2401.809082
	Iteration 4Q: 3 clusters Score -156669.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -156727.343750 Penalty: 2401.809082
	Iteration 5Q: 3 clusters Score -156727.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -156780.156250 Penalty: 2401.809082
	Iteration 6Q: 3 clusters Score -156780.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -156831.953125 Penalty: 2401.809082
	Iteration 7Q: 3 clusters Score -156832 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -156857.718750 Penalty: 2401.809082
	Iteration 8Q: 3 clusters Score -156857.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -156867.828125 Penalty: 2401.809082
	Iteration 9Q: 3 clusters Score -156867.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -156876.359375 Penalty: 2401.809082
	Iteration 10Q: 3 clusters Score -156876.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -156885.421875 Penalty: 2401.809082
	Iteration 11Q: 3 clusters Score -156885.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -156891.625000 Penalty: 2401.809082
	Iteration 12Q: 3 clusters Score -156891.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -156895.312500 Penalty: 2401.809082
	Iteration 13Q: 3 clusters Score -156895.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -156898.250000 Penalty: 2401.809082
	Iteration 14Q: 3 clusters Score -156898.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -156900.921875 Penalty: 2401.809082
	Iteration 15Q: 3 clusters Score -156900.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -156903.687500 Penalty: 2401.809082
	Iteration 16Q: 3 clusters Score -156903.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -156906.203125 Penalty: 2401.809082
	Iteration 17Q: 3 clusters Score -156906.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -156909.515625 Penalty: 2401.809082
	Iteration 18Q: 3 clusters Score -156909.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -156915.750000 Penalty: 2401.809082
	Iteration 19Q: 3 clusters Score -156915.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -156921.343750 Penalty: 2401.809082
	Iteration 20F: 3 clusters Score -156921.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -156924.875000 Penalty: 2401.809082
	Iteration 21Q: 3 clusters Score -156924.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -156927.968750 Penalty: 2401.809082
	Iteration 22Q: 3 clusters Score -156928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -156931.312500 Penalty: 2401.809082
	Iteration 23Q: 3 clusters Score -156931.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -156934.218750 Penalty: 2401.809082
	Iteration 24Q: 3 clusters Score -156934.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -156935.671875 Penalty: 2401.809082
	Iteration 25Q: 3 clusters Score -156935.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -156937.312500 Penalty: 2401.809082
	Iteration 26Q: 3 clusters Score -156937.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -156938.328125 Penalty: 2401.809082
	Iteration 27Q: 3 clusters Score -156938.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -156939.562500 Penalty: 2401.809082
	Iteration 28Q: 3 clusters Score -156939.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -156941.156250 Penalty: 2401.809082
	Iteration 29Q: 3 clusters Score -156941.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -156942.453125 Penalty: 2401.809082
	Iteration 30Q: 3 clusters Score -156942.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -156943.468750 Penalty: 2401.809082
	Iteration 31Q: 3 clusters Score -156943.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -156944.656250 Penalty: 2401.809082
	Iteration 32Q: 3 clusters Score -156944.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -156947.843750 Penalty: 2401.809082
	Iteration 33Q: 3 clusters Score -156947.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -156948.484375 Penalty: 2401.809082
	Iteration 34Q: 3 clusters Score -156948.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -156948.484375 Penalty: 2401.809082
	Iteration 35F: 3 clusters Score -156948.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (112727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112727 members 
Entering Unmasked Estep 
Score: -13399054.000000 Penalty: 1890.317627
	Iteration 0F: 2 clusters Score -1.339905e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56238 members 
Mstep: Class 2 contains 56489 members 
Entering Unmasked Estep 
Score: -13330783.000000 Penalty: 3780.635254
	Iteration 0F: 3 clusters Score -1.333078e+07 nChanged 54169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52247 members 
Mstep: Class 2 contains 60480 members 
Entering Unmasked Estep 
Score: -13362520.000000 Penalty: 3780.635254
	Iteration 1F: 3 clusters Score -1.336252e+07 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49809 members 
Mstep: Class 2 contains 62918 members 
Entering Unmasked Estep 
Score: -13363437.000000 Penalty: 3780.635254
	Iteration 2Q: 3 clusters Score -1.336344e+07 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46122 members 
Mstep: Class 2 contains 66605 members 
Entering Unmasked Estep 
Score: -13365266.000000 Penalty: 3780.635254
	Iteration 3Q: 3 clusters Score -1.336527e+07 nChanged 6366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40758 members 
Mstep: Class 2 contains 71969 members 
Entering Unmasked Estep 
Score: -13368319.000000 Penalty: 3780.635254
	Iteration 4F: 3 clusters Score -1.336832e+07 nChanged 8181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33447 members 
Mstep: Class 2 contains 79280 members 
Entering Unmasked Estep 
Score: -13373614.000000 Penalty: 3780.635254
	Iteration 5F: 3 clusters Score -1.337361e+07 nChanged 9488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 87946 members 
Entering Unmasked Estep 
Score: -13382359.000000 Penalty: 3780.635254
	Iteration 6F: 3 clusters Score -1.338236e+07 nChanged 9198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 96746 members 
Entering Unmasked Estep 
Score: -13389647.000000 Penalty: 3780.635254
	Iteration 7F: 3 clusters Score -1.338965e+07 nChanged 6540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 103102 members 
Entering Unmasked Estep 
Score: -13394376.000000 Penalty: 3780.635254
	Iteration 8F: 3 clusters Score -1.339438e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 106113 members 
Entering Unmasked Estep 
Score: -13397015.000000 Penalty: 3780.635254
	Iteration 9Q: 3 clusters Score -1.339702e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 107283 members 
Entering Unmasked Estep 
Score: -13398187.000000 Penalty: 3780.635254
	Iteration 10Q: 3 clusters Score -1.339819e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 107800 members 
Entering Unmasked Estep 
Score: -13398585.000000 Penalty: 3780.635254
	Iteration 11Q: 3 clusters Score -1.339858e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 108115 members 
Entering Unmasked Estep 
Score: -13398761.000000 Penalty: 3780.635254
	Iteration 12Q: 3 clusters Score -1.339876e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 108418 members 
Entering Unmasked Estep 
Score: -13398793.000000 Penalty: 3780.635254
	Iteration 13Q: 3 clusters Score -1.339879e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 108624 members 
Entering Unmasked Estep 
Score: -13398832.000000 Penalty: 3780.635254
	Iteration 14Q: 3 clusters Score -1.339883e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 108802 members 
Entering Unmasked Estep 
Score: -13398837.000000 Penalty: 3780.635254
	Iteration 15Q: 3 clusters Score -1.339884e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 108953 members 
Entering Unmasked Estep 
Score: -13398876.000000 Penalty: 3780.635254
	Iteration 16Q: 3 clusters Score -1.339888e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 109097 members 
Entering Unmasked Estep 
Score: -13398871.000000 Penalty: 3780.635254
	Iteration 17Q: 3 clusters Score -1.339887e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 109205 members 
Entering Unmasked Estep 
Score: -13398876.000000 Penalty: 3780.635254
	Iteration 18Q: 3 clusters Score -1.339888e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 109297 members 
Entering Unmasked Estep 
Score: -13398847.000000 Penalty: 3780.635254
	Iteration 19Q: 3 clusters Score -1.339885e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 109365 members 
Entering Unmasked Estep 
Score: -13398860.000000 Penalty: 3780.635254
	Iteration 20F: 3 clusters Score -1.339886e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 109424 members 
Entering Unmasked Estep 
Score: -13398877.000000 Penalty: 3780.635254
	Iteration 21Q: 3 clusters Score -1.339888e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 109472 members 
Entering Unmasked Estep 
Score: -13398873.000000 Penalty: 3780.635254
	Iteration 22Q: 3 clusters Score -1.339887e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 109513 members 
Entering Unmasked Estep 
Score: -13398851.000000 Penalty: 3780.635254
	Iteration 23Q: 3 clusters Score -1.339885e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 109544 members 
Entering Unmasked Estep 
Score: -13398855.000000 Penalty: 3780.635254
	Iteration 24Q: 3 clusters Score -1.339886e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 109581 members 
Entering Unmasked Estep 
Score: -13398850.000000 Penalty: 3780.635254
	Iteration 25Q: 3 clusters Score -1.339885e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 109621 members 
Entering Unmasked Estep 
Score: -13398870.000000 Penalty: 3780.635254
	Iteration 26Q: 3 clusters Score -1.339887e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 109652 members 
Entering Unmasked Estep 
Score: -13398886.000000 Penalty: 3780.635254
	Iteration 27Q: 3 clusters Score -1.339889e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 109683 members 
Entering Unmasked Estep 
Score: -13398885.000000 Penalty: 3780.635254
	Iteration 28Q: 3 clusters Score -1.339888e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 109709 members 
Entering Unmasked Estep 
Score: -13398870.000000 Penalty: 3780.635254
	Iteration 29Q: 3 clusters Score -1.339887e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 109724 members 
Entering Unmasked Estep 
Score: -13398883.000000 Penalty: 3780.635254
	Iteration 30Q: 3 clusters Score -1.339888e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 109737 members 
Entering Unmasked Estep 
Score: -13398874.000000 Penalty: 3780.635254
	Iteration 31Q: 3 clusters Score -1.339887e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 109750 members 
Entering Unmasked Estep 
Score: -13398879.000000 Penalty: 3780.635254
	Iteration 32Q: 3 clusters Score -1.339888e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 109761 members 
Entering Unmasked Estep 
Score: -13398880.000000 Penalty: 3780.635254
	Iteration 33Q: 3 clusters Score -1.339888e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 109771 members 
Entering Unmasked Estep 
Score: -13398873.000000 Penalty: 3780.635254
	Iteration 34Q: 3 clusters Score -1.339887e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 109776 members 
Entering Unmasked Estep 
Score: -13398871.000000 Penalty: 3780.635254
	Iteration 35Q: 3 clusters Score -1.339887e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 109776 members 
Entering Unmasked Estep 
Score: -13398872.000000 Penalty: 3780.635254
	Iteration 36Q: 3 clusters Score -1.339887e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 109777 members 
Entering Unmasked Estep 
Score: -13398876.000000 Penalty: 3780.635254
	Iteration 37Q: 3 clusters Score -1.339888e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 109780 members 
Entering Unmasked Estep 
Score: -13398877.000000 Penalty: 3780.635254
	Iteration 38Q: 3 clusters Score -1.339888e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 109784 members 
Entering Unmasked Estep 
Score: -13398874.000000 Penalty: 3780.635254
	Iteration 39Q: 3 clusters Score -1.339887e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 109789 members 
Entering Unmasked Estep 
Score: -13398880.000000 Penalty: 3780.635254
	Iteration 40F: 3 clusters Score -1.339888e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 109792 members 
Entering Unmasked Estep 
Score: -13398865.000000 Penalty: 3780.635254
	Iteration 41Q: 3 clusters Score -1.339886e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 109794 members 
Entering Unmasked Estep 
Score: -13398859.000000 Penalty: 3780.635254
	Iteration 42Q: 3 clusters Score -1.339886e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 109794 members 
Entering Unmasked Estep 
Score: -13398859.000000 Penalty: 3780.635254
	Iteration 43F: 3 clusters Score -1.339886e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Entering Unmasked Estep 
Score: -180244.234375 Penalty: 1209.975220
	Iteration 0F: 2 clusters Score -180244.2 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 845 members 
Entering Unmasked Estep 
Score: -178355.656250 Penalty: 2419.950439
	Iteration 0F: 3 clusters Score -178355.7 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -178900.000000 Penalty: 2419.950439
	Iteration 1F: 3 clusters Score -178900 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -179331.828125 Penalty: 2419.950439
	Iteration 2F: 3 clusters Score -179331.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -179831.359375 Penalty: 2419.950439
	Iteration 3F: 3 clusters Score -179831.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -180187.359375 Penalty: 2419.950439
	Iteration 4F: 3 clusters Score -180187.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -180382.406250 Penalty: 2419.950439
	Iteration 5F: 3 clusters Score -180382.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -180496.718750 Penalty: 2419.950439
	Iteration 6Q: 3 clusters Score -180496.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -180545.578125 Penalty: 2419.950439
	Iteration 7Q: 3 clusters Score -180545.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -180580.406250 Penalty: 2419.950439
	Iteration 8Q: 3 clusters Score -180580.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -180600.375000 Penalty: 2419.950439
	Iteration 9Q: 3 clusters Score -180600.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -180606.734375 Penalty: 2419.950439
	Iteration 10Q: 3 clusters Score -180606.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -180612.187500 Penalty: 2419.950439
	Iteration 11Q: 3 clusters Score -180612.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -180619.421875 Penalty: 2419.950439
	Iteration 12Q: 3 clusters Score -180619.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -180623.859375 Penalty: 2419.950439
	Iteration 13Q: 3 clusters Score -180623.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -180628.171875 Penalty: 2419.950439
	Iteration 14Q: 3 clusters Score -180628.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -180636.125000 Penalty: 2419.950439
	Iteration 15Q: 3 clusters Score -180636.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -180640.218750 Penalty: 2419.950439
	Iteration 16Q: 3 clusters Score -180640.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -180642.562500 Penalty: 2419.950439
	Iteration 17Q: 3 clusters Score -180642.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -180643.093750 Penalty: 2419.950439
	Iteration 18Q: 3 clusters Score -180643.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -180643.578125 Penalty: 2419.950439
	Iteration 19Q: 3 clusters Score -180643.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -180643.578125 Penalty: 2419.950439
	Iteration 20F: 3 clusters Score -180643.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 200997 members 
Mstep: Class 3 contains 35563 members 
Mstep: Class 4 contains 832 members 
Mstep: Class 5 contains 33990 members 
Mstep: Class 6 contains 75859 members 
Mstep: Class 7 contains 106998 members 
Mstep: Class 8 contains 36726 members 
Mstep: Class 9 contains 32028 members 
Mstep: Class 10 contains 18484 members 
Mstep: Class 11 contains 102136 members 
Mstep: Class 12 contains 124270 members 
Mstep: Class 13 contains 4899 members 
Mstep: Class 14 contains 946 members 
Mstep: Class 15 contains 1620 members 
Mstep: Class 16 contains 112727 members 
Mstep: Class 17 contains 585 members 
Mstep: Class 18 contains 709 members 
Mstep: Class 19 contains 114938 members 
Mstep: Class 20 contains 20932 members 
Mstep: Class 21 contains 976 members 
Mstep: Class 22 contains 105716 members 
Mstep: Class 23 contains 12161 members 
Mstep: Class 24 contains 147315 members 
Mstep: Class 25 contains 99324 members 
Mstep: Class 26 contains 48843 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 1997 members 
Mstep: Class 29 contains 9626 members 
Mstep: Class 30 contains 145127 members 
Mstep: Class 31 contains 702 members 
Mstep: Class 32 contains 531 members 
Mstep: Class 33 contains 117924 members 
Mstep: Class 34 contains 1128 members 
Entering Unmasked Estep 
Score: -194549936.000000 Penalty: 79336.289062
Splitting cluster 17 changes total score from -194549536.000000 to -194549936.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 18 (709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Entering Unmasked Estep 
Score: -44110.117188 Penalty: 1066.626587
	Iteration 0F: 2 clusters Score -44110.12 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 364 members 
Entering Unmasked Estep 
Score: -43128.773438 Penalty: 2133.253174
	Iteration 0F: 3 clusters Score -43128.77 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -44651.128906 Penalty: 2133.253174
	Iteration 1F: 3 clusters Score -44651.13 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -45711.390625 Penalty: 2133.253174
	Iteration 2F: 3 clusters Score -45711.39 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -46314.992188 Penalty: 2133.253174
	Iteration 3F: 3 clusters Score -46314.99 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -46563.968750 Penalty: 2133.253174
	Iteration 4Q: 3 clusters Score -46563.97 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -46645.328125 Penalty: 2133.253174
	Iteration 5Q: 3 clusters Score -46645.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -46672.285156 Penalty: 2133.253174
	Iteration 6Q: 3 clusters Score -46672.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -46717.933594 Penalty: 2133.253174
	Iteration 7Q: 3 clusters Score -46717.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -46730.398438 Penalty: 2133.253174
	Iteration 8Q: 3 clusters Score -46730.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -46732.335938 Penalty: 2133.253174
	Iteration 9Q: 3 clusters Score -46732.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -46732.335938 Penalty: 2133.253174
	Iteration 10F: 3 clusters Score -46732.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 200997 members 
Mstep: Class 3 contains 35563 members 
Mstep: Class 4 contains 832 members 
Mstep: Class 5 contains 33990 members 
Mstep: Class 6 contains 75859 members 
Mstep: Class 7 contains 106998 members 
Mstep: Class 8 contains 36726 members 
Mstep: Class 9 contains 32028 members 
Mstep: Class 10 contains 18484 members 
Mstep: Class 11 contains 102136 members 
Mstep: Class 12 contains 124270 members 
Mstep: Class 13 contains 4899 members 
Mstep: Class 14 contains 946 members 
Mstep: Class 15 contains 1620 members 
Mstep: Class 16 contains 112727 members 
Mstep: Class 17 contains 585 members 
Mstep: Class 18 contains 283 members 
Mstep: Class 19 contains 114938 members 
Mstep: Class 20 contains 20932 members 
Mstep: Class 21 contains 976 members 
Mstep: Class 22 contains 105716 members 
Mstep: Class 23 contains 12161 members 
Mstep: Class 24 contains 147315 members 
Mstep: Class 25 contains 99324 members 
Mstep: Class 26 contains 48843 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 1997 members 
Mstep: Class 29 contains 9626 members 
Mstep: Class 30 contains 145127 members 
Mstep: Class 31 contains 702 members 
Mstep: Class 32 contains 531 members 
Mstep: Class 33 contains 117924 members 
Mstep: Class 34 contains 1128 members 
Mstep: Class 35 contains 426 members 
Entering Unmasked Estep 
Score: -194550960.000000 Penalty: 81669.710938
Splitting cluster 18 changes total score from -194549536.000000 to -194550960.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 19 (114938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114938 members 
Entering Unmasked Estep 
Score: -13649625.000000 Penalty: 1893.474121
	Iteration 0F: 2 clusters Score -1.364962e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57402 members 
Mstep: Class 2 contains 57536 members 
Entering Unmasked Estep 
Score: -13578100.000000 Penalty: 3786.948242
	Iteration 0F: 3 clusters Score -1.35781e+07 nChanged 55205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54717 members 
Mstep: Class 2 contains 60221 members 
Entering Unmasked Estep 
Score: -13609691.000000 Penalty: 3786.948242
	Iteration 1F: 3 clusters Score -1.360969e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52987 members 
Mstep: Class 2 contains 61951 members 
Entering Unmasked Estep 
Score: -13610380.000000 Penalty: 3786.948242
	Iteration 2Q: 3 clusters Score -1.361038e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50366 members 
Mstep: Class 2 contains 64572 members 
Entering Unmasked Estep 
Score: -13611257.000000 Penalty: 3786.948242
	Iteration 3Q: 3 clusters Score -1.361126e+07 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46515 members 
Mstep: Class 2 contains 68423 members 
Entering Unmasked Estep 
Score: -13612775.000000 Penalty: 3786.948242
	Iteration 4Q: 3 clusters Score -1.361278e+07 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 74073 members 
Entering Unmasked Estep 
Score: -13615553.000000 Penalty: 3786.948242
	Iteration 5F: 3 clusters Score -1.361555e+07 nChanged 8018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 81985 members 
Entering Unmasked Estep 
Score: -13620638.000000 Penalty: 3786.948242
	Iteration 6F: 3 clusters Score -1.362064e+07 nChanged 10119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 92072 members 
Entering Unmasked Estep 
Score: -13628807.000000 Penalty: 3786.948242
	Iteration 7F: 3 clusters Score -1.362881e+07 nChanged 10423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 102493 members 
Entering Unmasked Estep 
Score: -13637361.000000 Penalty: 3786.948242
	Iteration 8F: 3 clusters Score -1.363736e+07 nChanged 7449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 109940 members 
Entering Unmasked Estep 
Score: -13643907.000000 Penalty: 3786.948242
	Iteration 9F: 3 clusters Score -1.364391e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 113318 members 
Entering Unmasked Estep 
Score: -13646540.000000 Penalty: 3786.948242
	Iteration 10Q: 3 clusters Score -1.364654e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 114372 members 
Entering Unmasked Estep 
Score: -13647430.000000 Penalty: 3786.948242
	Iteration 11Q: 3 clusters Score -1.364743e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 114627 members 
Entering Unmasked Estep 
Score: -13647673.000000 Penalty: 3786.948242
	Iteration 12Q: 3 clusters Score -1.364767e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 114711 members 
Entering Unmasked Estep 
Score: -13647796.000000 Penalty: 3786.948242
	Iteration 13Q: 3 clusters Score -1.36478e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 114733 members 
Entering Unmasked Estep 
Score: -13647850.000000 Penalty: 3786.948242
	Iteration 14Q: 3 clusters Score -1.364785e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 114741 members 
Entering Unmasked Estep 
Score: -13647878.000000 Penalty: 3786.948242
	Iteration 15Q: 3 clusters Score -1.364788e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 114752 members 
Entering Unmasked Estep 
Score: -13647905.000000 Penalty: 3786.948242
	Iteration 16Q: 3 clusters Score -1.36479e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 114754 members 
Entering Unmasked Estep 
Score: -13647924.000000 Penalty: 3786.948242
	Iteration 17Q: 3 clusters Score -1.364792e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 114756 members 
Entering Unmasked Estep 
Score: -13647932.000000 Penalty: 3786.948242
	Iteration 18Q: 3 clusters Score -1.364793e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 114754 members 
Entering Unmasked Estep 
Score: -13647940.000000 Penalty: 3786.948242
	Iteration 19Q: 3 clusters Score -1.364794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 114752 members 
Entering Unmasked Estep 
Score: -13647939.000000 Penalty: 3786.948242
	Iteration 20F: 3 clusters Score -1.364794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 114751 members 
Entering Unmasked Estep 
Score: -13647940.000000 Penalty: 3786.948242
	Iteration 21Q: 3 clusters Score -1.364794e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 114752 members 
Entering Unmasked Estep 
Score: -13647942.000000 Penalty: 3786.948242
	Iteration 22Q: 3 clusters Score -1.364794e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 114752 members 
Entering Unmasked Estep 
Score: -13647942.000000 Penalty: 3786.948242
	Iteration 23F: 3 clusters Score -1.364794e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (20932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Entering Unmasked Estep 
Score: -2524075.000000 Penalty: 1616.718140
	Iteration 0F: 2 clusters Score -2524075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -2509862.750000 Penalty: 3233.436279
	Iteration 0F: 3 clusters Score -2509863 nChanged 9470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -2514910.000000 Penalty: 3233.436279
	Iteration 1F: 3 clusters Score -2514910 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -2515193.250000 Penalty: 3233.436279
	Iteration 2Q: 3 clusters Score -2515193 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -2515451.500000 Penalty: 3233.436279
	Iteration 3Q: 3 clusters Score -2515452 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -2515774.000000 Penalty: 3233.436279
	Iteration 4Q: 3 clusters Score -2515774 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -2516201.000000 Penalty: 3233.436279
	Iteration 5Q: 3 clusters Score -2516201 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -2516805.750000 Penalty: 3233.436279
	Iteration 6F: 3 clusters Score -2516806 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -2517690.750000 Penalty: 3233.436279
	Iteration 7F: 3 clusters Score -2517691 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -2518941.500000 Penalty: 3233.436279
	Iteration 8F: 3 clusters Score -2518942 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2520368.500000 Penalty: 3233.436279
	Iteration 9F: 3 clusters Score -2520368 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2521539.500000 Penalty: 3233.436279
	Iteration 10F: 3 clusters Score -2521540 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2522116.250000 Penalty: 3233.436279
	Iteration 11Q: 3 clusters Score -2522116 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2522380.250000 Penalty: 3233.436279
	Iteration 12Q: 3 clusters Score -2522380 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2522506.500000 Penalty: 3233.436279
	Iteration 13Q: 3 clusters Score -2522506 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2522568.500000 Penalty: 3233.436279
	Iteration 14Q: 3 clusters Score -2522568 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -2522603.250000 Penalty: 3233.436279
	Iteration 15Q: 3 clusters Score -2522603 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -2522627.750000 Penalty: 3233.436279
	Iteration 16Q: 3 clusters Score -2522628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -2522646.000000 Penalty: 3233.436279
	Iteration 17Q: 3 clusters Score -2522646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -2522648.000000 Penalty: 3233.436279
	Iteration 18Q: 3 clusters Score -2522648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -2522650.500000 Penalty: 3233.436279
	Iteration 19Q: 3 clusters Score -2522650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -2522663.500000 Penalty: 3233.436279
	Iteration 20F: 3 clusters Score -2522664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -2522667.250000 Penalty: 3233.436279
	Iteration 21Q: 3 clusters Score -2522667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -2522672.500000 Penalty: 3233.436279
	Iteration 22Q: 3 clusters Score -2522672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -2522676.250000 Penalty: 3233.436279
	Iteration 23Q: 3 clusters Score -2522676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -2522679.250000 Penalty: 3233.436279
	Iteration 24Q: 3 clusters Score -2522679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -2522681.500000 Penalty: 3233.436279
	Iteration 25Q: 3 clusters Score -2522682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -2522681.500000 Penalty: 3233.436279
	Iteration 26F: 3 clusters Score -2522682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Entering Unmasked Estep 
Score: -88360.031250 Penalty: 1118.562622
	Iteration 0F: 2 clusters Score -88360.03 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 460 members 
Entering Unmasked Estep 
Score: -87064.851562 Penalty: 2237.125244
	Iteration 0F: 3 clusters Score -87064.85 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -87561.039062 Penalty: 2237.125244
	Iteration 1F: 3 clusters Score -87561.04 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -87927.718750 Penalty: 2237.125244
	Iteration 2F: 3 clusters Score -87927.72 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -88403.218750 Penalty: 2237.125244
	Iteration 3F: 3 clusters Score -88403.22 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -88881.476562 Penalty: 2237.125244
	Iteration 4F: 3 clusters Score -88881.48 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -89161.492188 Penalty: 2237.125244
	Iteration 5F: 3 clusters Score -89161.49 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -89326.945312 Penalty: 2237.125244
	Iteration 6Q: 3 clusters Score -89326.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -89431.679688 Penalty: 2237.125244
	Iteration 7Q: 3 clusters Score -89431.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -89526.953125 Penalty: 2237.125244
	Iteration 8Q: 3 clusters Score -89526.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -89558.585938 Penalty: 2237.125244
	Iteration 9Q: 3 clusters Score -89558.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -89580.296875 Penalty: 2237.125244
	Iteration 10Q: 3 clusters Score -89580.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -89598.109375 Penalty: 2237.125244
	Iteration 11Q: 3 clusters Score -89598.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -89602.789062 Penalty: 2237.125244
	Iteration 12Q: 3 clusters Score -89602.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -89605.351562 Penalty: 2237.125244
	Iteration 13Q: 3 clusters Score -89605.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -89607.773438 Penalty: 2237.125244
	Iteration 14Q: 3 clusters Score -89607.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -89611.554688 Penalty: 2237.125244
	Iteration 15Q: 3 clusters Score -89611.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -89615.867188 Penalty: 2237.125244
	Iteration 16Q: 3 clusters Score -89615.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -89620.757812 Penalty: 2237.125244
	Iteration 17F: 3 clusters Score -89620.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -89627.609375 Penalty: 2237.125244
	Iteration 18Q: 3 clusters Score -89627.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -89633.328125 Penalty: 2237.125244
	Iteration 19Q: 3 clusters Score -89633.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -89640.445312 Penalty: 2237.125244
	Iteration 20F: 3 clusters Score -89640.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -89641.914062 Penalty: 2237.125244
	Iteration 21Q: 3 clusters Score -89641.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -89641.914062 Penalty: 2237.125244
	Iteration 22F: 3 clusters Score -89641.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 200997 members 
Mstep: Class 3 contains 35563 members 
Mstep: Class 4 contains 832 members 
Mstep: Class 5 contains 33990 members 
Mstep: Class 6 contains 75859 members 
Mstep: Class 7 contains 106998 members 
Mstep: Class 8 contains 36726 members 
Mstep: Class 9 contains 32028 members 
Mstep: Class 10 contains 18484 members 
Mstep: Class 11 contains 102136 members 
Mstep: Class 12 contains 124270 members 
Mstep: Class 13 contains 4899 members 
Mstep: Class 14 contains 946 members 
Mstep: Class 15 contains 1620 members 
Mstep: Class 16 contains 112727 members 
Mstep: Class 17 contains 585 members 
Mstep: Class 18 contains 283 members 
Mstep: Class 19 contains 114938 members 
Mstep: Class 20 contains 20932 members 
Mstep: Class 21 contains 623 members 
Mstep: Class 22 contains 105716 members 
Mstep: Class 23 contains 12161 members 
Mstep: Class 24 contains 147315 members 
Mstep: Class 25 contains 99324 members 
Mstep: Class 26 contains 48843 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 1997 members 
Mstep: Class 29 contains 9626 members 
Mstep: Class 30 contains 145127 members 
Mstep: Class 31 contains 702 members 
Mstep: Class 32 contains 531 members 
Mstep: Class 33 contains 117924 members 
Mstep: Class 34 contains 1128 members 
Mstep: Class 35 contains 426 members 
Mstep: Class 36 contains 353 members 
Entering Unmasked Estep 
Score: -194550320.000000 Penalty: 84003.132812
Splitting cluster 21 changes total score from -194549536.000000 to -194550320.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 22 (105716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105716 members 
Entering Unmasked Estep 
Score: -12108867.000000 Penalty: 1879.883179
	Iteration 0F: 2 clusters Score -1.210887e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52795 members 
Mstep: Class 2 contains 52921 members 
Entering Unmasked Estep 
Score: -12039291.000000 Penalty: 3759.766357
	Iteration 0F: 3 clusters Score -1.203929e+07 nChanged 50317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52704 members 
Mstep: Class 2 contains 53012 members 
Entering Unmasked Estep 
Score: -12068549.000000 Penalty: 3759.766357
	Iteration 1F: 3 clusters Score -1.206855e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52572 members 
Mstep: Class 2 contains 53144 members 
Entering Unmasked Estep 
Score: -12069055.000000 Penalty: 3759.766357
	Iteration 2Q: 3 clusters Score -1.206906e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52419 members 
Mstep: Class 2 contains 53297 members 
Entering Unmasked Estep 
Score: -12069682.000000 Penalty: 3759.766357
	Iteration 3Q: 3 clusters Score -1.206968e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52141 members 
Mstep: Class 2 contains 53575 members 
Entering Unmasked Estep 
Score: -12070380.000000 Penalty: 3759.766357
	Iteration 4Q: 3 clusters Score -1.207038e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51724 members 
Mstep: Class 2 contains 53992 members 
Entering Unmasked Estep 
Score: -12071513.000000 Penalty: 3759.766357
	Iteration 5Q: 3 clusters Score -1.207151e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50952 members 
Mstep: Class 2 contains 54764 members 
Entering Unmasked Estep 
Score: -12073397.000000 Penalty: 3759.766357
	Iteration 6Q: 3 clusters Score -1.20734e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49798 members 
Mstep: Class 2 contains 55918 members 
Entering Unmasked Estep 
Score: -12076535.000000 Penalty: 3759.766357
	Iteration 7F: 3 clusters Score -1.207654e+07 nChanged 6634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48184 members 
Mstep: Class 2 contains 57532 members 
Entering Unmasked Estep 
Score: -12081424.000000 Penalty: 3759.766357
	Iteration 8F: 3 clusters Score -1.208142e+07 nChanged 7483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46213 members 
Mstep: Class 2 contains 59503 members 
Entering Unmasked Estep 
Score: -12087393.000000 Penalty: 3759.766357
	Iteration 9F: 3 clusters Score -1.208739e+07 nChanged 7085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44580 members 
Mstep: Class 2 contains 61136 members 
Entering Unmasked Estep 
Score: -12092176.000000 Penalty: 3759.766357
	Iteration 10F: 3 clusters Score -1.209218e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43439 members 
Mstep: Class 2 contains 62277 members 
Entering Unmasked Estep 
Score: -12094423.000000 Penalty: 3759.766357
	Iteration 11Q: 3 clusters Score -1.209442e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42200 members 
Mstep: Class 2 contains 63516 members 
Entering Unmasked Estep 
Score: -12095531.000000 Penalty: 3759.766357
	Iteration 12Q: 3 clusters Score -1.209553e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40811 members 
Mstep: Class 2 contains 64905 members 
Entering Unmasked Estep 
Score: -12096189.000000 Penalty: 3759.766357
	Iteration 13Q: 3 clusters Score -1.209619e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39214 members 
Mstep: Class 2 contains 66502 members 
Entering Unmasked Estep 
Score: -12096682.000000 Penalty: 3759.766357
	Iteration 14Q: 3 clusters Score -1.209668e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37414 members 
Mstep: Class 2 contains 68302 members 
Entering Unmasked Estep 
Score: -12097359.000000 Penalty: 3759.766357
	Iteration 15Q: 3 clusters Score -1.209736e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35499 members 
Mstep: Class 2 contains 70217 members 
Entering Unmasked Estep 
Score: -12098159.000000 Penalty: 3759.766357
	Iteration 16Q: 3 clusters Score -1.209816e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33480 members 
Mstep: Class 2 contains 72236 members 
Entering Unmasked Estep 
Score: -12099074.000000 Penalty: 3759.766357
	Iteration 17Q: 3 clusters Score -1.209907e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 74337 members 
Entering Unmasked Estep 
Score: -12099985.000000 Penalty: 3759.766357
	Iteration 18Q: 3 clusters Score -1.209998e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 76404 members 
Entering Unmasked Estep 
Score: -12101075.000000 Penalty: 3759.766357
	Iteration 19Q: 3 clusters Score -1.210108e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 78496 members 
Entering Unmasked Estep 
Score: -12102113.000000 Penalty: 3759.766357
	Iteration 20F: 3 clusters Score -1.210211e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 80535 members 
Entering Unmasked Estep 
Score: -12103192.000000 Penalty: 3759.766357
	Iteration 21Q: 3 clusters Score -1.210319e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 82422 members 
Entering Unmasked Estep 
Score: -12104156.000000 Penalty: 3759.766357
	Iteration 22Q: 3 clusters Score -1.210416e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 84200 members 
Entering Unmasked Estep 
Score: -12104973.000000 Penalty: 3759.766357
	Iteration 23Q: 3 clusters Score -1.210497e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 85845 members 
Entering Unmasked Estep 
Score: -12105684.000000 Penalty: 3759.766357
	Iteration 24Q: 3 clusters Score -1.210568e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 87391 members 
Entering Unmasked Estep 
Score: -12106401.000000 Penalty: 3759.766357
	Iteration 25Q: 3 clusters Score -1.21064e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 88795 members 
Entering Unmasked Estep 
Score: -12106952.000000 Penalty: 3759.766357
	Iteration 26Q: 3 clusters Score -1.210695e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 89943 members 
Entering Unmasked Estep 
Score: -12107350.000000 Penalty: 3759.766357
	Iteration 27Q: 3 clusters Score -1.210735e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 90985 members 
Entering Unmasked Estep 
Score: -12107765.000000 Penalty: 3759.766357
	Iteration 28Q: 3 clusters Score -1.210776e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 91874 members 
Entering Unmasked Estep 
Score: -12108023.000000 Penalty: 3759.766357
	Iteration 29Q: 3 clusters Score -1.210802e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 92617 members 
Entering Unmasked Estep 
Score: -12108208.000000 Penalty: 3759.766357
	Iteration 30Q: 3 clusters Score -1.210821e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 93294 members 
Entering Unmasked Estep 
Score: -12108373.000000 Penalty: 3759.766357
	Iteration 31Q: 3 clusters Score -1.210837e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 93900 members 
Entering Unmasked Estep 
Score: -12108511.000000 Penalty: 3759.766357
	Iteration 32Q: 3 clusters Score -1.210851e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 94425 members 
Entering Unmasked Estep 
Score: -12108615.000000 Penalty: 3759.766357
	Iteration 33Q: 3 clusters Score -1.210862e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 94885 members 
Entering Unmasked Estep 
Score: -12108702.000000 Penalty: 3759.766357
	Iteration 34Q: 3 clusters Score -1.21087e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 95275 members 
Entering Unmasked Estep 
Score: -12108740.000000 Penalty: 3759.766357
	Iteration 35Q: 3 clusters Score -1.210874e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 95616 members 
Entering Unmasked Estep 
Score: -12108774.000000 Penalty: 3759.766357
	Iteration 36Q: 3 clusters Score -1.210877e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 95897 members 
Entering Unmasked Estep 
Score: -12108785.000000 Penalty: 3759.766357
	Iteration 37Q: 3 clusters Score -1.210878e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 96172 members 
Entering Unmasked Estep 
Score: -12108821.000000 Penalty: 3759.766357
	Iteration 38Q: 3 clusters Score -1.210882e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 96449 members 
Entering Unmasked Estep 
Score: -12108827.000000 Penalty: 3759.766357
	Iteration 39Q: 3 clusters Score -1.210883e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 96703 members 
Entering Unmasked Estep 
Score: -12108862.000000 Penalty: 3759.766357
	Iteration 40F: 3 clusters Score -1.210886e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 96956 members 
Entering Unmasked Estep 
Score: -12108852.000000 Penalty: 3759.766357
	Iteration 41Q: 3 clusters Score -1.210885e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 97209 members 
Entering Unmasked Estep 
Score: -12108885.000000 Penalty: 3759.766357
	Iteration 42Q: 3 clusters Score -1.210888e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 97454 members 
Entering Unmasked Estep 
Score: -12108888.000000 Penalty: 3759.766357
	Iteration 43Q: 3 clusters Score -1.210889e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 97687 members 
Entering Unmasked Estep 
Score: -12108916.000000 Penalty: 3759.766357
	Iteration 44Q: 3 clusters Score -1.210892e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 97913 members 
Entering Unmasked Estep 
Score: -12108908.000000 Penalty: 3759.766357
	Iteration 45Q: 3 clusters Score -1.210891e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 98115 members 
Entering Unmasked Estep 
Score: -12108924.000000 Penalty: 3759.766357
	Iteration 46Q: 3 clusters Score -1.210892e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 98323 members 
Entering Unmasked Estep 
Score: -12108943.000000 Penalty: 3759.766357
	Iteration 47Q: 3 clusters Score -1.210894e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 98501 members 
Entering Unmasked Estep 
Score: -12108929.000000 Penalty: 3759.766357
	Iteration 48Q: 3 clusters Score -1.210893e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 98667 members 
Entering Unmasked Estep 
Score: -12108952.000000 Penalty: 3759.766357
	Iteration 49Q: 3 clusters Score -1.210895e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 98834 members 
Entering Unmasked Estep 
Score: -12108981.000000 Penalty: 3759.766357
	Iteration 50Q: 3 clusters Score -1.210898e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 98986 members 
Entering Unmasked Estep 
Score: -12108984.000000 Penalty: 3759.766357
	Iteration 51Q: 3 clusters Score -1.210898e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 99138 members 
Entering Unmasked Estep 
Score: -12108983.000000 Penalty: 3759.766357
	Iteration 52Q: 3 clusters Score -1.210898e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 99270 members 
Entering Unmasked Estep 
Score: -12108978.000000 Penalty: 3759.766357
	Iteration 53Q: 3 clusters Score -1.210898e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 99380 members 
Entering Unmasked Estep 
Score: -12108953.000000 Penalty: 3759.766357
	Iteration 54Q: 3 clusters Score -1.210895e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 99485 members 
Entering Unmasked Estep 
Score: -12108963.000000 Penalty: 3759.766357
	Iteration 55Q: 3 clusters Score -1.210896e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 99574 members 
Entering Unmasked Estep 
Score: -12108969.000000 Penalty: 3759.766357
	Iteration 56Q: 3 clusters Score -1.210897e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 99652 members 
Entering Unmasked Estep 
Score: -12108953.000000 Penalty: 3759.766357
	Iteration 57Q: 3 clusters Score -1.210895e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 99733 members 
Entering Unmasked Estep 
Score: -12108973.000000 Penalty: 3759.766357
	Iteration 58Q: 3 clusters Score -1.210897e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 99816 members 
Entering Unmasked Estep 
Score: -12108982.000000 Penalty: 3759.766357
	Iteration 59Q: 3 clusters Score -1.210898e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 99883 members 
Entering Unmasked Estep 
Score: -12108991.000000 Penalty: 3759.766357
	Iteration 60F: 3 clusters Score -1.210899e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 99952 members 
Entering Unmasked Estep 
Score: -12109005.000000 Penalty: 3759.766357
	Iteration 61Q: 3 clusters Score -1.2109e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 100017 members 
Entering Unmasked Estep 
Score: -12108999.000000 Penalty: 3759.766357
	Iteration 62Q: 3 clusters Score -1.2109e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 100080 members 
Entering Unmasked Estep 
Score: -12108981.000000 Penalty: 3759.766357
	Iteration 63Q: 3 clusters Score -1.210898e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 100133 members 
Entering Unmasked Estep 
Score: -12109005.000000 Penalty: 3759.766357
	Iteration 64Q: 3 clusters Score -1.2109e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 100202 members 
Entering Unmasked Estep 
Score: -12109017.000000 Penalty: 3759.766357
	Iteration 65Q: 3 clusters Score -1.210902e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 100269 members 
Entering Unmasked Estep 
Score: -12109013.000000 Penalty: 3759.766357
	Iteration 66Q: 3 clusters Score -1.210901e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 100330 members 
Entering Unmasked Estep 
Score: -12109020.000000 Penalty: 3759.766357
	Iteration 67Q: 3 clusters Score -1.210902e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 100390 members 
Entering Unmasked Estep 
Score: -12109015.000000 Penalty: 3759.766357
	Iteration 68Q: 3 clusters Score -1.210902e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 100439 members 
Entering Unmasked Estep 
Score: -12109017.000000 Penalty: 3759.766357
	Iteration 69Q: 3 clusters Score -1.210902e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 100487 members 
Entering Unmasked Estep 
Score: -12109004.000000 Penalty: 3759.766357
	Iteration 70Q: 3 clusters Score -1.2109e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 100529 members 
Entering Unmasked Estep 
Score: -12109016.000000 Penalty: 3759.766357
	Iteration 71Q: 3 clusters Score -1.210902e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 100569 members 
Entering Unmasked Estep 
Score: -12108993.000000 Penalty: 3759.766357
	Iteration 72Q: 3 clusters Score -1.210899e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 100599 members 
Entering Unmasked Estep 
Score: -12109015.000000 Penalty: 3759.766357
	Iteration 73Q: 3 clusters Score -1.210902e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 100627 members 
Entering Unmasked Estep 
Score: -12109028.000000 Penalty: 3759.766357
	Iteration 74Q: 3 clusters Score -1.210903e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 100650 members 
Entering Unmasked Estep 
Score: -12109021.000000 Penalty: 3759.766357
	Iteration 75Q: 3 clusters Score -1.210902e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 100669 members 
Entering Unmasked Estep 
Score: -12109016.000000 Penalty: 3759.766357
	Iteration 76Q: 3 clusters Score -1.210902e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 100678 members 
Entering Unmasked Estep 
Score: -12109027.000000 Penalty: 3759.766357
	Iteration 77Q: 3 clusters Score -1.210903e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 100684 members 
Entering Unmasked Estep 
Score: -12109034.000000 Penalty: 3759.766357
	Iteration 78Q: 3 clusters Score -1.210903e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 100694 members 
Entering Unmasked Estep 
Score: -12109025.000000 Penalty: 3759.766357
	Iteration 79Q: 3 clusters Score -1.210902e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 100702 members 
Entering Unmasked Estep 
Score: -12109029.000000 Penalty: 3759.766357
	Iteration 80F: 3 clusters Score -1.210903e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 100714 members 
Entering Unmasked Estep 
Score: -12109029.000000 Penalty: 3759.766357
	Iteration 81Q: 3 clusters Score -1.210903e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 100724 members 
Entering Unmasked Estep 
Score: -12109026.000000 Penalty: 3759.766357
	Iteration 82Q: 3 clusters Score -1.210903e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 100730 members 
Entering Unmasked Estep 
Score: -12109025.000000 Penalty: 3759.766357
	Iteration 83Q: 3 clusters Score -1.210902e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 100735 members 
Entering Unmasked Estep 
Score: -12109030.000000 Penalty: 3759.766357
	Iteration 84Q: 3 clusters Score -1.210903e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 100741 members 
Entering Unmasked Estep 
Score: -12109027.000000 Penalty: 3759.766357
	Iteration 85Q: 3 clusters Score -1.210903e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 100748 members 
Entering Unmasked Estep 
Score: -12109028.000000 Penalty: 3759.766357
	Iteration 86Q: 3 clusters Score -1.210903e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 100756 members 
Entering Unmasked Estep 
Score: -12109023.000000 Penalty: 3759.766357
	Iteration 87Q: 3 clusters Score -1.210902e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 100769 members 
Entering Unmasked Estep 
Score: -12109026.000000 Penalty: 3759.766357
	Iteration 88Q: 3 clusters Score -1.210903e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 100781 members 
Entering Unmasked Estep 
Score: -12109025.000000 Penalty: 3759.766357
	Iteration 89Q: 3 clusters Score -1.210902e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 100791 members 
Entering Unmasked Estep 
Score: -12109027.000000 Penalty: 3759.766357
	Iteration 90Q: 3 clusters Score -1.210903e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 100804 members 
Entering Unmasked Estep 
Score: -12109032.000000 Penalty: 3759.766357
	Iteration 91Q: 3 clusters Score -1.210903e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 100814 members 
Entering Unmasked Estep 
Score: -12109026.000000 Penalty: 3759.766357
	Iteration 92Q: 3 clusters Score -1.210903e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 100824 members 
Entering Unmasked Estep 
Score: -12109012.000000 Penalty: 3759.766357
	Iteration 93Q: 3 clusters Score -1.210901e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 100829 members 
Entering Unmasked Estep 
Score: -12109016.000000 Penalty: 3759.766357
	Iteration 94Q: 3 clusters Score -1.210902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 100832 members 
Entering Unmasked Estep 
Score: -12109021.000000 Penalty: 3759.766357
	Iteration 95Q: 3 clusters Score -1.210902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 100834 members 
Entering Unmasked Estep 
Score: -12109017.000000 Penalty: 3759.766357
	Iteration 96Q: 3 clusters Score -1.210902e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 100838 members 
Entering Unmasked Estep 
Score: -12109015.000000 Penalty: 3759.766357
	Iteration 97Q: 3 clusters Score -1.210902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 100840 members 
Entering Unmasked Estep 
Score: -12109013.000000 Penalty: 3759.766357
	Iteration 98Q: 3 clusters Score -1.210901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 100843 members 
Entering Unmasked Estep 
Score: -12109012.000000 Penalty: 3759.766357
	Iteration 99Q: 3 clusters Score -1.210901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 100846 members 
Entering Unmasked Estep 
Score: -12109019.000000 Penalty: 3759.766357
	Iteration 100F: 3 clusters Score -1.210902e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 100847 members 
Entering Unmasked Estep 
Score: -12109019.000000 Penalty: 3759.766357
	Iteration 101Q: 3 clusters Score -1.210902e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 100848 members 
Entering Unmasked Estep 
Score: -12109016.000000 Penalty: 3759.766357
	Iteration 102Q: 3 clusters Score -1.210902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 100851 members 
Entering Unmasked Estep 
Score: -12109019.000000 Penalty: 3759.766357
	Iteration 103Q: 3 clusters Score -1.210902e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 100858 members 
Entering Unmasked Estep 
Score: -12109016.000000 Penalty: 3759.766357
	Iteration 104Q: 3 clusters Score -1.210902e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 100864 members 
Entering Unmasked Estep 
Score: -12109005.000000 Penalty: 3759.766357
	Iteration 105Q: 3 clusters Score -1.2109e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 100871 members 
Entering Unmasked Estep 
Score: -12109007.000000 Penalty: 3759.766357
	Iteration 106Q: 3 clusters Score -1.210901e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 100880 members 
Entering Unmasked Estep 
Score: -12109005.000000 Penalty: 3759.766357
	Iteration 107Q: 3 clusters Score -1.2109e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 100891 members 
Entering Unmasked Estep 
Score: -12108997.000000 Penalty: 3759.766357
	Iteration 108Q: 3 clusters Score -1.2109e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 100904 members 
Entering Unmasked Estep 
Score: -12109005.000000 Penalty: 3759.766357
	Iteration 109Q: 3 clusters Score -1.2109e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 100920 members 
Entering Unmasked Estep 
Score: -12109008.000000 Penalty: 3759.766357
	Iteration 110Q: 3 clusters Score -1.210901e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 100935 members 
Entering Unmasked Estep 
Score: -12109009.000000 Penalty: 3759.766357
	Iteration 111Q: 3 clusters Score -1.210901e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 100947 members 
Entering Unmasked Estep 
Score: -12109022.000000 Penalty: 3759.766357
	Iteration 112Q: 3 clusters Score -1.210902e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 100953 members 
Entering Unmasked Estep 
Score: -12109011.000000 Penalty: 3759.766357
	Iteration 113Q: 3 clusters Score -1.210901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 100956 members 
Entering Unmasked Estep 
Score: -12109025.000000 Penalty: 3759.766357
	Iteration 114Q: 3 clusters Score -1.210902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 100958 members 
Entering Unmasked Estep 
Score: -12109025.000000 Penalty: 3759.766357
	Iteration 115Q: 3 clusters Score -1.210902e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 100958 members 
Entering Unmasked Estep 
Score: -12109025.000000 Penalty: 3759.766357
	Iteration 116F: 3 clusters Score -1.210902e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 200997 members 
Mstep: Class 3 contains 35563 members 
Mstep: Class 4 contains 832 members 
Mstep: Class 5 contains 33990 members 
Mstep: Class 6 contains 75859 members 
Mstep: Class 7 contains 106998 members 
Mstep: Class 8 contains 36726 members 
Mstep: Class 9 contains 32028 members 
Mstep: Class 10 contains 18484 members 
Mstep: Class 11 contains 102136 members 
Mstep: Class 12 contains 124270 members 
Mstep: Class 13 contains 4899 members 
Mstep: Class 14 contains 946 members 
Mstep: Class 15 contains 1620 members 
Mstep: Class 16 contains 112727 members 
Mstep: Class 17 contains 585 members 
Mstep: Class 18 contains 283 members 
Mstep: Class 19 contains 114938 members 
Mstep: Class 20 contains 20932 members 
Mstep: Class 21 contains 623 members 
Mstep: Class 22 contains 4758 members 
Mstep: Class 23 contains 12161 members 
Mstep: Class 24 contains 147315 members 
Mstep: Class 25 contains 99324 members 
Mstep: Class 26 contains 48843 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 1997 members 
Mstep: Class 29 contains 9626 members 
Mstep: Class 30 contains 145127 members 
Mstep: Class 31 contains 702 members 
Mstep: Class 32 contains 531 members 
Mstep: Class 33 contains 117924 members 
Mstep: Class 34 contains 1128 members 
Mstep: Class 35 contains 426 members 
Mstep: Class 36 contains 353 members 
Mstep: Class 37 contains 100958 members 
Entering Unmasked Estep 
Score: -194549472.000000 Penalty: 86336.546875
Splitting cluster 22 changes total score from -194549536.000000 to -194549472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (12161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Entering Unmasked Estep 
Score: -1421419.250000 Penalty: 1528.473267
	Iteration 0F: 2 clusters Score -1421419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1412824.125000 Penalty: 3056.946533
	Iteration 0F: 3 clusters Score -1412824 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1415713.000000 Penalty: 3056.946533
	Iteration 1F: 3 clusters Score -1415713 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1416050.500000 Penalty: 3056.946533
	Iteration 2F: 3 clusters Score -1416050 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1416387.375000 Penalty: 3056.946533
	Iteration 3F: 3 clusters Score -1416387 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1416732.375000 Penalty: 3056.946533
	Iteration 4F: 3 clusters Score -1416732 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1417086.750000 Penalty: 3056.946533
	Iteration 5F: 3 clusters Score -1417087 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1417428.750000 Penalty: 3056.946533
	Iteration 6F: 3 clusters Score -1417429 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1417764.500000 Penalty: 3056.946533
	Iteration 7Q: 3 clusters Score -1417764 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1418087.625000 Penalty: 3056.946533
	Iteration 8Q: 3 clusters Score -1418088 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1418328.500000 Penalty: 3056.946533
	Iteration 9Q: 3 clusters Score -1418328 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1418510.250000 Penalty: 3056.946533
	Iteration 10Q: 3 clusters Score -1418510 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1418653.125000 Penalty: 3056.946533
	Iteration 11Q: 3 clusters Score -1418653 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1418735.125000 Penalty: 3056.946533
	Iteration 12Q: 3 clusters Score -1418735 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1418782.125000 Penalty: 3056.946533
	Iteration 13Q: 3 clusters Score -1418782 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1418819.625000 Penalty: 3056.946533
	Iteration 14Q: 3 clusters Score -1418820 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1418842.750000 Penalty: 3056.946533
	Iteration 15Q: 3 clusters Score -1418843 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1418861.375000 Penalty: 3056.946533
	Iteration 16Q: 3 clusters Score -1418861 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1418875.625000 Penalty: 3056.946533
	Iteration 17Q: 3 clusters Score -1418876 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1418885.625000 Penalty: 3056.946533
	Iteration 18Q: 3 clusters Score -1418886 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1418892.000000 Penalty: 3056.946533
	Iteration 19Q: 3 clusters Score -1418892 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1418900.500000 Penalty: 3056.946533
	Iteration 20F: 3 clusters Score -1418900 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1418904.000000 Penalty: 3056.946533
	Iteration 21Q: 3 clusters Score -1418904 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1418909.000000 Penalty: 3056.946533
	Iteration 22Q: 3 clusters Score -1418909 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1418912.125000 Penalty: 3056.946533
	Iteration 23Q: 3 clusters Score -1418912 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1418915.125000 Penalty: 3056.946533
	Iteration 24Q: 3 clusters Score -1418915 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1418917.000000 Penalty: 3056.946533
	Iteration 25Q: 3 clusters Score -1418917 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1418920.000000 Penalty: 3056.946533
	Iteration 26Q: 3 clusters Score -1418920 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1418925.000000 Penalty: 3056.946533
	Iteration 27Q: 3 clusters Score -1418925 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1418933.875000 Penalty: 3056.946533
	Iteration 28Q: 3 clusters Score -1418934 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1418939.000000 Penalty: 3056.946533
	Iteration 29Q: 3 clusters Score -1418939 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1418944.375000 Penalty: 3056.946533
	Iteration 30Q: 3 clusters Score -1418944 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1418944.375000 Penalty: 3056.946533
	Iteration 31Q: 3 clusters Score -1418944 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1418954.500000 Penalty: 3056.946533
	Iteration 32Q: 3 clusters Score -1418954 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1418959.500000 Penalty: 3056.946533
	Iteration 33Q: 3 clusters Score -1418960 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1418962.125000 Penalty: 3056.946533
	Iteration 34Q: 3 clusters Score -1418962 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1418969.125000 Penalty: 3056.946533
	Iteration 35Q: 3 clusters Score -1418969 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1418970.750000 Penalty: 3056.946533
	Iteration 36Q: 3 clusters Score -1418971 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1418972.250000 Penalty: 3056.946533
	Iteration 37Q: 3 clusters Score -1418972 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1418976.500000 Penalty: 3056.946533
	Iteration 38Q: 3 clusters Score -1418976 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1418980.750000 Penalty: 3056.946533
	Iteration 39Q: 3 clusters Score -1418981 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1418987.875000 Penalty: 3056.946533
	Iteration 40F: 3 clusters Score -1418988 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1418990.625000 Penalty: 3056.946533
	Iteration 41Q: 3 clusters Score -1418991 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1418995.125000 Penalty: 3056.946533
	Iteration 42Q: 3 clusters Score -1418995 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1419007.625000 Penalty: 3056.946533
	Iteration 43Q: 3 clusters Score -1419008 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1419013.250000 Penalty: 3056.946533
	Iteration 44Q: 3 clusters Score -1419013 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1419017.625000 Penalty: 3056.946533
	Iteration 45Q: 3 clusters Score -1419018 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1419028.750000 Penalty: 3056.946533
	Iteration 46Q: 3 clusters Score -1419029 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1419033.750000 Penalty: 3056.946533
	Iteration 47Q: 3 clusters Score -1419034 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1419048.875000 Penalty: 3056.946533
	Iteration 48Q: 3 clusters Score -1419049 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1419057.125000 Penalty: 3056.946533
	Iteration 49Q: 3 clusters Score -1419057 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1419067.375000 Penalty: 3056.946533
	Iteration 50Q: 3 clusters Score -1419067 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1419074.875000 Penalty: 3056.946533
	Iteration 51Q: 3 clusters Score -1419075 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1419089.625000 Penalty: 3056.946533
	Iteration 52Q: 3 clusters Score -1419090 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1419104.125000 Penalty: 3056.946533
	Iteration 53Q: 3 clusters Score -1419104 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1419105.875000 Penalty: 3056.946533
	Iteration 54Q: 3 clusters Score -1419106 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1419129.875000 Penalty: 3056.946533
	Iteration 55Q: 3 clusters Score -1419130 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1419137.625000 Penalty: 3056.946533
	Iteration 56Q: 3 clusters Score -1419138 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1419154.125000 Penalty: 3056.946533
	Iteration 57Q: 3 clusters Score -1419154 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1419179.250000 Penalty: 3056.946533
	Iteration 58Q: 3 clusters Score -1419179 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1419198.875000 Penalty: 3056.946533
	Iteration 59Q: 3 clusters Score -1419199 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1419218.500000 Penalty: 3056.946533
	Iteration 60F: 3 clusters Score -1419218 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1419244.125000 Penalty: 3056.946533
	Iteration 61Q: 3 clusters Score -1419244 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1419256.750000 Penalty: 3056.946533
	Iteration 62Q: 3 clusters Score -1419257 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1419270.875000 Penalty: 3056.946533
	Iteration 63Q: 3 clusters Score -1419271 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1419287.000000 Penalty: 3056.946533
	Iteration 64Q: 3 clusters Score -1419287 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1419301.500000 Penalty: 3056.946533
	Iteration 65Q: 3 clusters Score -1419302 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1419336.000000 Penalty: 3056.946533
	Iteration 66Q: 3 clusters Score -1419336 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1419357.500000 Penalty: 3056.946533
	Iteration 67Q: 3 clusters Score -1419358 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1419393.750000 Penalty: 3056.946533
	Iteration 68Q: 3 clusters Score -1419394 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1419411.500000 Penalty: 3056.946533
	Iteration 69Q: 3 clusters Score -1419412 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1419432.000000 Penalty: 3056.946533
	Iteration 70Q: 3 clusters Score -1419432 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1419462.125000 Penalty: 3056.946533
	Iteration 71Q: 3 clusters Score -1419462 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1419492.250000 Penalty: 3056.946533
	Iteration 72Q: 3 clusters Score -1419492 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1419515.250000 Penalty: 3056.946533
	Iteration 73Q: 3 clusters Score -1419515 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1419533.750000 Penalty: 3056.946533
	Iteration 74Q: 3 clusters Score -1419534 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1419554.750000 Penalty: 3056.946533
	Iteration 75Q: 3 clusters Score -1419555 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1419572.000000 Penalty: 3056.946533
	Iteration 76Q: 3 clusters Score -1419572 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1419587.625000 Penalty: 3056.946533
	Iteration 77Q: 3 clusters Score -1419588 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1419610.625000 Penalty: 3056.946533
	Iteration 78Q: 3 clusters Score -1419611 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1419631.250000 Penalty: 3056.946533
	Iteration 79Q: 3 clusters Score -1419631 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1419649.875000 Penalty: 3056.946533
	Iteration 80F: 3 clusters Score -1419650 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1419670.500000 Penalty: 3056.946533
	Iteration 81Q: 3 clusters Score -1419670 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1419686.125000 Penalty: 3056.946533
	Iteration 82Q: 3 clusters Score -1419686 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1419709.625000 Penalty: 3056.946533
	Iteration 83Q: 3 clusters Score -1419710 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1419728.875000 Penalty: 3056.946533
	Iteration 84Q: 3 clusters Score -1419729 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1419750.875000 Penalty: 3056.946533
	Iteration 85Q: 3 clusters Score -1419751 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1419774.125000 Penalty: 3056.946533
	Iteration 86Q: 3 clusters Score -1419774 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1419794.375000 Penalty: 3056.946533
	Iteration 87Q: 3 clusters Score -1419794 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1419818.375000 Penalty: 3056.946533
	Iteration 88Q: 3 clusters Score -1419818 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1419837.875000 Penalty: 3056.946533
	Iteration 89Q: 3 clusters Score -1419838 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1419860.000000 Penalty: 3056.946533
	Iteration 90Q: 3 clusters Score -1419860 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1419882.500000 Penalty: 3056.946533
	Iteration 91Q: 3 clusters Score -1419882 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1419901.250000 Penalty: 3056.946533
	Iteration 92Q: 3 clusters Score -1419901 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1419924.875000 Penalty: 3056.946533
	Iteration 93Q: 3 clusters Score -1419925 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1419948.500000 Penalty: 3056.946533
	Iteration 94Q: 3 clusters Score -1419948 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1419971.875000 Penalty: 3056.946533
	Iteration 95Q: 3 clusters Score -1419972 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1419994.000000 Penalty: 3056.946533
	Iteration 96Q: 3 clusters Score -1419994 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1420011.250000 Penalty: 3056.946533
	Iteration 97Q: 3 clusters Score -1420011 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1420023.750000 Penalty: 3056.946533
	Iteration 98Q: 3 clusters Score -1420024 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1420034.875000 Penalty: 3056.946533
	Iteration 99Q: 3 clusters Score -1420035 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1420037.000000 Penalty: 3056.946533
	Iteration 100F: 3 clusters Score -1420037 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1420043.625000 Penalty: 3056.946533
	Iteration 101Q: 3 clusters Score -1420044 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1420051.750000 Penalty: 3056.946533
	Iteration 102Q: 3 clusters Score -1420052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1420057.000000 Penalty: 3056.946533
	Iteration 103Q: 3 clusters Score -1420057 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1420059.875000 Penalty: 3056.946533
	Iteration 104Q: 3 clusters Score -1420060 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1420067.000000 Penalty: 3056.946533
	Iteration 105Q: 3 clusters Score -1420067 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1420075.625000 Penalty: 3056.946533
	Iteration 106Q: 3 clusters Score -1420076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1420086.375000 Penalty: 3056.946533
	Iteration 107Q: 3 clusters Score -1420086 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1420090.000000 Penalty: 3056.946533
	Iteration 108Q: 3 clusters Score -1420090 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1420098.000000 Penalty: 3056.946533
	Iteration 109Q: 3 clusters Score -1420098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1420100.875000 Penalty: 3056.946533
	Iteration 110Q: 3 clusters Score -1420101 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1420107.750000 Penalty: 3056.946533
	Iteration 111Q: 3 clusters Score -1420108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1420107.500000 Penalty: 3056.946533
	Iteration 112Q: 3 clusters Score -1420108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1420112.125000 Penalty: 3056.946533
	Iteration 113Q: 3 clusters Score -1420112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1420118.875000 Penalty: 3056.946533
	Iteration 114Q: 3 clusters Score -1420119 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1420120.250000 Penalty: 3056.946533
	Iteration 115Q: 3 clusters Score -1420120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1420127.000000 Penalty: 3056.946533
	Iteration 116Q: 3 clusters Score -1420127 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1420132.375000 Penalty: 3056.946533
	Iteration 117Q: 3 clusters Score -1420132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1420133.625000 Penalty: 3056.946533
	Iteration 118Q: 3 clusters Score -1420134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1420132.750000 Penalty: 3056.946533
	Iteration 119Q: 3 clusters Score -1420133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1420134.250000 Penalty: 3056.946533
	Iteration 120F: 3 clusters Score -1420134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1420133.875000 Penalty: 3056.946533
	Iteration 121Q: 3 clusters Score -1420134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1420133.875000 Penalty: 3056.946533
	Iteration 122F: 3 clusters Score -1420134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (147315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147315 members 
Entering Unmasked Estep 
Score: -17404316.000000 Penalty: 1933.803345
	Iteration 0F: 2 clusters Score -1.740432e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73636 members 
Mstep: Class 2 contains 73679 members 
Entering Unmasked Estep 
Score: -17330306.000000 Penalty: 3867.606689
	Iteration 0F: 3 clusters Score -1.733031e+07 nChanged 70855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71841 members 
Mstep: Class 2 contains 75474 members 
Entering Unmasked Estep 
Score: -17373046.000000 Penalty: 3867.606689
	Iteration 1F: 3 clusters Score -1.737305e+07 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70063 members 
Mstep: Class 2 contains 77252 members 
Entering Unmasked Estep 
Score: -17374906.000000 Penalty: 3867.606689
	Iteration 2Q: 3 clusters Score -1.737491e+07 nChanged 6792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67233 members 
Mstep: Class 2 contains 80082 members 
Entering Unmasked Estep 
Score: -17377978.000000 Penalty: 3867.606689
	Iteration 3Q: 3 clusters Score -1.737798e+07 nChanged 8381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63046 members 
Mstep: Class 2 contains 84269 members 
Entering Unmasked Estep 
Score: -17383586.000000 Penalty: 3867.606689
	Iteration 4F: 3 clusters Score -1.738359e+07 nChanged 10112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58330 members 
Mstep: Class 2 contains 88985 members 
Entering Unmasked Estep 
Score: -17391786.000000 Penalty: 3867.606689
	Iteration 5F: 3 clusters Score -1.739179e+07 nChanged 11293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54901 members 
Mstep: Class 2 contains 92414 members 
Entering Unmasked Estep 
Score: -17401952.000000 Penalty: 3867.606689
	Iteration 6F: 3 clusters Score -1.740195e+07 nChanged 10526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53777 members 
Mstep: Class 2 contains 93538 members 
Entering Unmasked Estep 
Score: -17410318.000000 Penalty: 3867.606689
	Iteration 7F: 3 clusters Score -1.741032e+07 nChanged 7187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53694 members 
Mstep: Class 2 contains 93621 members 
Entering Unmasked Estep 
Score: -17413752.000000 Penalty: 3867.606689
	Iteration 8Q: 3 clusters Score -1.741375e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53583 members 
Mstep: Class 2 contains 93732 members 
Entering Unmasked Estep 
Score: -17415376.000000 Penalty: 3867.606689
	Iteration 9Q: 3 clusters Score -1.741538e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53340 members 
Mstep: Class 2 contains 93975 members 
Entering Unmasked Estep 
Score: -17416682.000000 Penalty: 3867.606689
	Iteration 10Q: 3 clusters Score -1.741668e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53114 members 
Mstep: Class 2 contains 94201 members 
Entering Unmasked Estep 
Score: -17417800.000000 Penalty: 3867.606689
	Iteration 11Q: 3 clusters Score -1.74178e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52854 members 
Mstep: Class 2 contains 94461 members 
Entering Unmasked Estep 
Score: -17418642.000000 Penalty: 3867.606689
	Iteration 12Q: 3 clusters Score -1.741864e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52541 members 
Mstep: Class 2 contains 94774 members 
Entering Unmasked Estep 
Score: -17419356.000000 Penalty: 3867.606689
	Iteration 13Q: 3 clusters Score -1.741936e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52222 members 
Mstep: Class 2 contains 95093 members 
Entering Unmasked Estep 
Score: -17419722.000000 Penalty: 3867.606689
	Iteration 14Q: 3 clusters Score -1.741972e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51785 members 
Mstep: Class 2 contains 95530 members 
Entering Unmasked Estep 
Score: -17420028.000000 Penalty: 3867.606689
	Iteration 15Q: 3 clusters Score -1.742003e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51435 members 
Mstep: Class 2 contains 95880 members 
Entering Unmasked Estep 
Score: -17420244.000000 Penalty: 3867.606689
	Iteration 16Q: 3 clusters Score -1.742024e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51064 members 
Mstep: Class 2 contains 96251 members 
Entering Unmasked Estep 
Score: -17420422.000000 Penalty: 3867.606689
	Iteration 17Q: 3 clusters Score -1.742042e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50690 members 
Mstep: Class 2 contains 96625 members 
Entering Unmasked Estep 
Score: -17420518.000000 Penalty: 3867.606689
	Iteration 18Q: 3 clusters Score -1.742052e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50353 members 
Mstep: Class 2 contains 96962 members 
Entering Unmasked Estep 
Score: -17420556.000000 Penalty: 3867.606689
	Iteration 19Q: 3 clusters Score -1.742056e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49997 members 
Mstep: Class 2 contains 97318 members 
Entering Unmasked Estep 
Score: -17420636.000000 Penalty: 3867.606689
	Iteration 20F: 3 clusters Score -1.742064e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49617 members 
Mstep: Class 2 contains 97698 members 
Entering Unmasked Estep 
Score: -17420618.000000 Penalty: 3867.606689
	Iteration 21Q: 3 clusters Score -1.742062e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49281 members 
Mstep: Class 2 contains 98034 members 
Entering Unmasked Estep 
Score: -17420666.000000 Penalty: 3867.606689
	Iteration 22Q: 3 clusters Score -1.742067e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49064 members 
Mstep: Class 2 contains 98251 members 
Entering Unmasked Estep 
Score: -17420668.000000 Penalty: 3867.606689
	Iteration 23Q: 3 clusters Score -1.742067e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48839 members 
Mstep: Class 2 contains 98476 members 
Entering Unmasked Estep 
Score: -17420662.000000 Penalty: 3867.606689
	Iteration 24Q: 3 clusters Score -1.742066e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48653 members 
Mstep: Class 2 contains 98662 members 
Entering Unmasked Estep 
Score: -17420654.000000 Penalty: 3867.606689
	Iteration 25Q: 3 clusters Score -1.742065e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48494 members 
Mstep: Class 2 contains 98821 members 
Entering Unmasked Estep 
Score: -17420634.000000 Penalty: 3867.606689
	Iteration 26Q: 3 clusters Score -1.742063e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48391 members 
Mstep: Class 2 contains 98924 members 
Entering Unmasked Estep 
Score: -17420634.000000 Penalty: 3867.606689
	Iteration 27Q: 3 clusters Score -1.742063e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48327 members 
Mstep: Class 2 contains 98988 members 
Entering Unmasked Estep 
Score: -17420652.000000 Penalty: 3867.606689
	Iteration 28Q: 3 clusters Score -1.742065e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48216 members 
Mstep: Class 2 contains 99099 members 
Entering Unmasked Estep 
Score: -17420638.000000 Penalty: 3867.606689
	Iteration 29Q: 3 clusters Score -1.742064e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48143 members 
Mstep: Class 2 contains 99172 members 
Entering Unmasked Estep 
Score: -17420614.000000 Penalty: 3867.606689
	Iteration 30Q: 3 clusters Score -1.742061e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48068 members 
Mstep: Class 2 contains 99247 members 
Entering Unmasked Estep 
Score: -17420600.000000 Penalty: 3867.606689
	Iteration 31Q: 3 clusters Score -1.74206e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48004 members 
Mstep: Class 2 contains 99311 members 
Entering Unmasked Estep 
Score: -17420596.000000 Penalty: 3867.606689
	Iteration 32Q: 3 clusters Score -1.74206e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47937 members 
Mstep: Class 2 contains 99378 members 
Entering Unmasked Estep 
Score: -17420610.000000 Penalty: 3867.606689
	Iteration 33Q: 3 clusters Score -1.742061e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47885 members 
Mstep: Class 2 contains 99430 members 
Entering Unmasked Estep 
Score: -17420618.000000 Penalty: 3867.606689
	Iteration 34Q: 3 clusters Score -1.742062e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47849 members 
Mstep: Class 2 contains 99466 members 
Entering Unmasked Estep 
Score: -17420612.000000 Penalty: 3867.606689
	Iteration 35Q: 3 clusters Score -1.742061e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47836 members 
Mstep: Class 2 contains 99479 members 
Entering Unmasked Estep 
Score: -17420610.000000 Penalty: 3867.606689
	Iteration 36Q: 3 clusters Score -1.742061e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47819 members 
Mstep: Class 2 contains 99496 members 
Entering Unmasked Estep 
Score: -17420624.000000 Penalty: 3867.606689
	Iteration 37Q: 3 clusters Score -1.742062e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47798 members 
Mstep: Class 2 contains 99517 members 
Entering Unmasked Estep 
Score: -17420594.000000 Penalty: 3867.606689
	Iteration 38Q: 3 clusters Score -1.742059e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47781 members 
Mstep: Class 2 contains 99534 members 
Entering Unmasked Estep 
Score: -17420594.000000 Penalty: 3867.606689
	Iteration 39Q: 3 clusters Score -1.742059e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47765 members 
Mstep: Class 2 contains 99550 members 
Entering Unmasked Estep 
Score: -17420592.000000 Penalty: 3867.606689
	Iteration 40F: 3 clusters Score -1.742059e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47749 members 
Mstep: Class 2 contains 99566 members 
Entering Unmasked Estep 
Score: -17420578.000000 Penalty: 3867.606689
	Iteration 41Q: 3 clusters Score -1.742058e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47735 members 
Mstep: Class 2 contains 99580 members 
Entering Unmasked Estep 
Score: -17420584.000000 Penalty: 3867.606689
	Iteration 42Q: 3 clusters Score -1.742058e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47720 members 
Mstep: Class 2 contains 99595 members 
Entering Unmasked Estep 
Score: -17420590.000000 Penalty: 3867.606689
	Iteration 43Q: 3 clusters Score -1.742059e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47703 members 
Mstep: Class 2 contains 99612 members 
Entering Unmasked Estep 
Score: -17420598.000000 Penalty: 3867.606689
	Iteration 44Q: 3 clusters Score -1.74206e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47703 members 
Mstep: Class 2 contains 99612 members 
Entering Unmasked Estep 
Score: -17420592.000000 Penalty: 3867.606689
	Iteration 45Q: 3 clusters Score -1.742059e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47704 members 
Mstep: Class 2 contains 99611 members 
Entering Unmasked Estep 
Score: -17420596.000000 Penalty: 3867.606689
	Iteration 46Q: 3 clusters Score -1.74206e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47705 members 
Mstep: Class 2 contains 99610 members 
Entering Unmasked Estep 
Score: -17420606.000000 Penalty: 3867.606689
	Iteration 47Q: 3 clusters Score -1.742061e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47705 members 
Mstep: Class 2 contains 99610 members 
Entering Unmasked Estep 
Score: -17420606.000000 Penalty: 3867.606689
	Iteration 48F: 3 clusters Score -1.742061e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 200997 members 
Mstep: Class 3 contains 35563 members 
Mstep: Class 4 contains 832 members 
Mstep: Class 5 contains 33990 members 
Mstep: Class 6 contains 75859 members 
Mstep: Class 7 contains 106998 members 
Mstep: Class 8 contains 36726 members 
Mstep: Class 9 contains 32028 members 
Mstep: Class 10 contains 18484 members 
Mstep: Class 11 contains 102136 members 
Mstep: Class 12 contains 124270 members 
Mstep: Class 13 contains 4899 members 
Mstep: Class 14 contains 946 members 
Mstep: Class 15 contains 1620 members 
Mstep: Class 16 contains 112727 members 
Mstep: Class 17 contains 585 members 
Mstep: Class 18 contains 283 members 
Mstep: Class 19 contains 114938 members 
Mstep: Class 20 contains 20932 members 
Mstep: Class 21 contains 623 members 
Mstep: Class 22 contains 105716 members 
Mstep: Class 23 contains 12161 members 
Mstep: Class 24 contains 47705 members 
Mstep: Class 25 contains 99324 members 
Mstep: Class 26 contains 48843 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 1997 members 
Mstep: Class 29 contains 9626 members 
Mstep: Class 30 contains 145127 members 
Mstep: Class 31 contains 702 members 
Mstep: Class 32 contains 531 members 
Mstep: Class 33 contains 117924 members 
Mstep: Class 34 contains 1128 members 
Mstep: Class 35 contains 426 members 
Mstep: Class 36 contains 353 members 
Mstep: Class 37 contains 99610 members 
Entering Unmasked Estep 
Score: -194571280.000000 Penalty: 86336.546875
Splitting cluster 24 changes total score from -194549536.000000 to -194571280.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 25 (99324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99324 members 
Entering Unmasked Estep 
Score: -11806044.000000 Penalty: 1869.748169
	Iteration 0F: 2 clusters Score -1.180604e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49750 members 
Mstep: Class 2 contains 49574 members 
Entering Unmasked Estep 
Score: -11740803.000000 Penalty: 3739.496338
	Iteration 0F: 3 clusters Score -1.17408e+07 nChanged 47772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50020 members 
Mstep: Class 2 contains 49304 members 
Entering Unmasked Estep 
Score: -11768242.000000 Penalty: 3739.496338
	Iteration 1F: 3 clusters Score -1.176824e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50293 members 
Mstep: Class 2 contains 49031 members 
Entering Unmasked Estep 
Score: -11768959.000000 Penalty: 3739.496338
	Iteration 2Q: 3 clusters Score -1.176896e+07 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50746 members 
Mstep: Class 2 contains 48578 members 
Entering Unmasked Estep 
Score: -11769687.000000 Penalty: 3739.496338
	Iteration 3Q: 3 clusters Score -1.176969e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51529 members 
Mstep: Class 2 contains 47795 members 
Entering Unmasked Estep 
Score: -11770780.000000 Penalty: 3739.496338
	Iteration 4Q: 3 clusters Score -1.177078e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52660 members 
Mstep: Class 2 contains 46664 members 
Entering Unmasked Estep 
Score: -11772212.000000 Penalty: 3739.496338
	Iteration 5Q: 3 clusters Score -1.177221e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54396 members 
Mstep: Class 2 contains 44928 members 
Entering Unmasked Estep 
Score: -11774248.000000 Penalty: 3739.496338
	Iteration 6Q: 3 clusters Score -1.177425e+07 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56868 members 
Mstep: Class 2 contains 42456 members 
Entering Unmasked Estep 
Score: -11776892.000000 Penalty: 3739.496338
	Iteration 7F: 3 clusters Score -1.177689e+07 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60060 members 
Mstep: Class 2 contains 39264 members 
Entering Unmasked Estep 
Score: -11780944.000000 Penalty: 3739.496338
	Iteration 8F: 3 clusters Score -1.178094e+07 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63423 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
Score: -11785682.000000 Penalty: 3739.496338
	Iteration 9F: 3 clusters Score -1.178568e+07 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66395 members 
Mstep: Class 2 contains 32929 members 
Entering Unmasked Estep 
Score: -11789965.000000 Penalty: 3739.496338
	Iteration 10F: 3 clusters Score -1.178996e+07 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68825 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -11792552.000000 Penalty: 3739.496338
	Iteration 11Q: 3 clusters Score -1.179255e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70994 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -11793916.000000 Penalty: 3739.496338
	Iteration 12Q: 3 clusters Score -1.179392e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73087 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -11794999.000000 Penalty: 3739.496338
	Iteration 13Q: 3 clusters Score -1.1795e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75130 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -11796056.000000 Penalty: 3739.496338
	Iteration 14Q: 3 clusters Score -1.179606e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77103 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -11797101.000000 Penalty: 3739.496338
	Iteration 15Q: 3 clusters Score -1.17971e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78994 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -11798010.000000 Penalty: 3739.496338
	Iteration 16Q: 3 clusters Score -1.179801e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80800 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -11799050.000000 Penalty: 3739.496338
	Iteration 17Q: 3 clusters Score -1.179905e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82497 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -11800110.000000 Penalty: 3739.496338
	Iteration 18Q: 3 clusters Score -1.180011e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83998 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -11800883.000000 Penalty: 3739.496338
	Iteration 19Q: 3 clusters Score -1.180088e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85328 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -11801576.000000 Penalty: 3739.496338
	Iteration 20F: 3 clusters Score -1.180158e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86553 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -11802052.000000 Penalty: 3739.496338
	Iteration 21Q: 3 clusters Score -1.180205e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87721 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -11802552.000000 Penalty: 3739.496338
	Iteration 22Q: 3 clusters Score -1.180255e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88818 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -11802916.000000 Penalty: 3739.496338
	Iteration 23Q: 3 clusters Score -1.180292e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89806 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -11803254.000000 Penalty: 3739.496338
	Iteration 24Q: 3 clusters Score -1.180325e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90757 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -11803517.000000 Penalty: 3739.496338
	Iteration 25Q: 3 clusters Score -1.180352e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91639 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -11803724.000000 Penalty: 3739.496338
	Iteration 26Q: 3 clusters Score -1.180372e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92447 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -11803950.000000 Penalty: 3739.496338
	Iteration 27Q: 3 clusters Score -1.180395e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93168 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -11804167.000000 Penalty: 3739.496338
	Iteration 28Q: 3 clusters Score -1.180417e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93846 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -11804353.000000 Penalty: 3739.496338
	Iteration 29Q: 3 clusters Score -1.180435e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94470 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -11804528.000000 Penalty: 3739.496338
	Iteration 30Q: 3 clusters Score -1.180453e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95038 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -11804730.000000 Penalty: 3739.496338
	Iteration 31Q: 3 clusters Score -1.180473e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95513 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -11804955.000000 Penalty: 3739.496338
	Iteration 32Q: 3 clusters Score -1.180496e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95928 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -11805132.000000 Penalty: 3739.496338
	Iteration 33Q: 3 clusters Score -1.180513e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96258 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -11805248.000000 Penalty: 3739.496338
	Iteration 34Q: 3 clusters Score -1.180525e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96505 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -11805350.000000 Penalty: 3739.496338
	Iteration 35Q: 3 clusters Score -1.180535e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96692 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -11805357.000000 Penalty: 3739.496338
	Iteration 36Q: 3 clusters Score -1.180536e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96854 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -11805409.000000 Penalty: 3739.496338
	Iteration 37Q: 3 clusters Score -1.180541e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96983 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -11805431.000000 Penalty: 3739.496338
	Iteration 38Q: 3 clusters Score -1.180543e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97085 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -11805406.000000 Penalty: 3739.496338
	Iteration 39Q: 3 clusters Score -1.180541e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97154 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -11805428.000000 Penalty: 3739.496338
	Iteration 40F: 3 clusters Score -1.180543e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97215 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -11805428.000000 Penalty: 3739.496338
	Iteration 41Q: 3 clusters Score -1.180543e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97261 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -11805438.000000 Penalty: 3739.496338
	Iteration 42Q: 3 clusters Score -1.180544e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97302 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -11805455.000000 Penalty: 3739.496338
	Iteration 43Q: 3 clusters Score -1.180546e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97336 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -11805449.000000 Penalty: 3739.496338
	Iteration 44Q: 3 clusters Score -1.180545e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97365 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -11805453.000000 Penalty: 3739.496338
	Iteration 45Q: 3 clusters Score -1.180545e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97382 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -11805451.000000 Penalty: 3739.496338
	Iteration 46Q: 3 clusters Score -1.180545e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97397 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -11805458.000000 Penalty: 3739.496338
	Iteration 47Q: 3 clusters Score -1.180546e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97415 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -11805460.000000 Penalty: 3739.496338
	Iteration 48Q: 3 clusters Score -1.180546e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97429 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -11805466.000000 Penalty: 3739.496338
	Iteration 49Q: 3 clusters Score -1.180547e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97451 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -11805446.000000 Penalty: 3739.496338
	Iteration 50Q: 3 clusters Score -1.180545e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97473 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -11805447.000000 Penalty: 3739.496338
	Iteration 51Q: 3 clusters Score -1.180545e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97484 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -11805456.000000 Penalty: 3739.496338
	Iteration 52Q: 3 clusters Score -1.180546e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97493 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -11805457.000000 Penalty: 3739.496338
	Iteration 53Q: 3 clusters Score -1.180546e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97501 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -11805442.000000 Penalty: 3739.496338
	Iteration 54Q: 3 clusters Score -1.180544e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97508 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -11805436.000000 Penalty: 3739.496338
	Iteration 55Q: 3 clusters Score -1.180544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97512 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -11805446.000000 Penalty: 3739.496338
	Iteration 56Q: 3 clusters Score -1.180545e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97518 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -11805446.000000 Penalty: 3739.496338
	Iteration 57Q: 3 clusters Score -1.180545e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97522 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -11805444.000000 Penalty: 3739.496338
	Iteration 58Q: 3 clusters Score -1.180544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97526 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -11805454.000000 Penalty: 3739.496338
	Iteration 59Q: 3 clusters Score -1.180545e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97528 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -11805452.000000 Penalty: 3739.496338
	Iteration 60F: 3 clusters Score -1.180545e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97529 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -11805452.000000 Penalty: 3739.496338
	Iteration 61Q: 3 clusters Score -1.180545e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97531 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -11805455.000000 Penalty: 3739.496338
	Iteration 62Q: 3 clusters Score -1.180546e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97534 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -11805454.000000 Penalty: 3739.496338
	Iteration 63Q: 3 clusters Score -1.180545e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97538 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -11805443.000000 Penalty: 3739.496338
	Iteration 64Q: 3 clusters Score -1.180544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97541 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -11805439.000000 Penalty: 3739.496338
	Iteration 65Q: 3 clusters Score -1.180544e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97542 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -11805436.000000 Penalty: 3739.496338
	Iteration 66Q: 3 clusters Score -1.180544e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97542 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -11805436.000000 Penalty: 3739.496338
	Iteration 67F: 3 clusters Score -1.180544e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (48843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48843 members 
Entering Unmasked Estep 
Score: -5383112.000000 Penalty: 1754.409546
	Iteration 0F: 2 clusters Score -5383112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -5350301.500000 Penalty: 3508.819092
	Iteration 0F: 3 clusters Score -5350302 nChanged 23009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -5363574.500000 Penalty: 3508.819092
	Iteration 1F: 3 clusters Score -5363574 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -5364431.500000 Penalty: 3508.819092
	Iteration 2Q: 3 clusters Score -5364432 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28352 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -5365548.500000 Penalty: 3508.819092
	Iteration 3F: 3 clusters Score -5365548 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -5366945.500000 Penalty: 3508.819092
	Iteration 4F: 3 clusters Score -5366946 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32385 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -5368833.000000 Penalty: 3508.819092
	Iteration 5F: 3 clusters Score -5368833 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34863 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -5370948.000000 Penalty: 3508.819092
	Iteration 6F: 3 clusters Score -5370948 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37326 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -5373333.500000 Penalty: 3508.819092
	Iteration 7F: 3 clusters Score -5373334 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39456 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -5375727.500000 Penalty: 3508.819092
	Iteration 8F: 3 clusters Score -5375728 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41119 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -5378068.000000 Penalty: 3508.819092
	Iteration 9Q: 3 clusters Score -5378068 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42075 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -5379601.500000 Penalty: 3508.819092
	Iteration 10Q: 3 clusters Score -5379602 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42747 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -5380472.500000 Penalty: 3508.819092
	Iteration 11Q: 3 clusters Score -5380472 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43330 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -5381074.500000 Penalty: 3508.819092
	Iteration 12Q: 3 clusters Score -5381074 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43818 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -5381497.000000 Penalty: 3508.819092
	Iteration 13Q: 3 clusters Score -5381497 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44252 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -5381968.000000 Penalty: 3508.819092
	Iteration 14Q: 3 clusters Score -5381968 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44604 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -5382585.500000 Penalty: 3508.819092
	Iteration 15Q: 3 clusters Score -5382586 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44826 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -5383417.000000 Penalty: 3508.819092
	Iteration 16Q: 3 clusters Score -5383417 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44833 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -5383887.000000 Penalty: 3508.819092
	Iteration 17Q: 3 clusters Score -5383887 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44713 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -5384121.000000 Penalty: 3508.819092
	Iteration 18Q: 3 clusters Score -5384121 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44551 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -5384242.000000 Penalty: 3508.819092
	Iteration 19Q: 3 clusters Score -5384242 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44358 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -5384329.000000 Penalty: 3508.819092
	Iteration 20F: 3 clusters Score -5384329 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44127 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -5384421.500000 Penalty: 3508.819092
	Iteration 21Q: 3 clusters Score -5384422 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43889 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -5384525.000000 Penalty: 3508.819092
	Iteration 22Q: 3 clusters Score -5384525 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43663 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -5384573.500000 Penalty: 3508.819092
	Iteration 23Q: 3 clusters Score -5384574 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43438 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -5384630.000000 Penalty: 3508.819092
	Iteration 24Q: 3 clusters Score -5384630 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43217 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -5384700.000000 Penalty: 3508.819092
	Iteration 25Q: 3 clusters Score -5384700 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -5384754.500000 Penalty: 3508.819092
	Iteration 26Q: 3 clusters Score -5384754 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42748 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -5384808.500000 Penalty: 3508.819092
	Iteration 27Q: 3 clusters Score -5384808 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42509 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -5384865.500000 Penalty: 3508.819092
	Iteration 28Q: 3 clusters Score -5384866 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -5384888.500000 Penalty: 3508.819092
	Iteration 29Q: 3 clusters Score -5384888 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42078 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -5384930.500000 Penalty: 3508.819092
	Iteration 30Q: 3 clusters Score -5384930 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41903 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -5384945.500000 Penalty: 3508.819092
	Iteration 31Q: 3 clusters Score -5384946 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41742 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -5384978.000000 Penalty: 3508.819092
	Iteration 32Q: 3 clusters Score -5384978 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41606 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -5384976.500000 Penalty: 3508.819092
	Iteration 33Q: 3 clusters Score -5384976 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41505 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -5384995.500000 Penalty: 3508.819092
	Iteration 34Q: 3 clusters Score -5384996 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41421 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -5384990.000000 Penalty: 3508.819092
	Iteration 35Q: 3 clusters Score -5384990 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41349 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -5384995.500000 Penalty: 3508.819092
	Iteration 36Q: 3 clusters Score -5384996 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -5385013.000000 Penalty: 3508.819092
	Iteration 37Q: 3 clusters Score -5385013 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41199 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -5385015.500000 Penalty: 3508.819092
	Iteration 38Q: 3 clusters Score -5385016 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41134 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -5385007.500000 Penalty: 3508.819092
	Iteration 39Q: 3 clusters Score -5385008 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41080 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -5385020.500000 Penalty: 3508.819092
	Iteration 40F: 3 clusters Score -5385020 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41024 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -5385023.500000 Penalty: 3508.819092
	Iteration 41Q: 3 clusters Score -5385024 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40981 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -5385022.500000 Penalty: 3508.819092
	Iteration 42Q: 3 clusters Score -5385022 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40943 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -5385028.500000 Penalty: 3508.819092
	Iteration 43Q: 3 clusters Score -5385028 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40905 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -5385044.500000 Penalty: 3508.819092
	Iteration 44Q: 3 clusters Score -5385044 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40880 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -5385033.500000 Penalty: 3508.819092
	Iteration 45Q: 3 clusters Score -5385034 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40853 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -5385034.000000 Penalty: 3508.819092
	Iteration 46Q: 3 clusters Score -5385034 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -5385044.500000 Penalty: 3508.819092
	Iteration 47Q: 3 clusters Score -5385044 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40809 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -5385043.500000 Penalty: 3508.819092
	Iteration 48Q: 3 clusters Score -5385044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40799 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -5385043.500000 Penalty: 3508.819092
	Iteration 49Q: 3 clusters Score -5385044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40788 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -5385037.500000 Penalty: 3508.819092
	Iteration 50Q: 3 clusters Score -5385038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40785 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -5385036.500000 Penalty: 3508.819092
	Iteration 51Q: 3 clusters Score -5385036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40777 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -5385038.000000 Penalty: 3508.819092
	Iteration 52Q: 3 clusters Score -5385038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40773 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -5385043.000000 Penalty: 3508.819092
	Iteration 53Q: 3 clusters Score -5385043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40767 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -5385039.000000 Penalty: 3508.819092
	Iteration 54Q: 3 clusters Score -5385039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40764 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -5385042.500000 Penalty: 3508.819092
	Iteration 55Q: 3 clusters Score -5385042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -5385038.000000 Penalty: 3508.819092
	Iteration 56Q: 3 clusters Score -5385038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -5385035.000000 Penalty: 3508.819092
	Iteration 57Q: 3 clusters Score -5385035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40754 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -5385042.000000 Penalty: 3508.819092
	Iteration 58Q: 3 clusters Score -5385042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40751 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -5385049.500000 Penalty: 3508.819092
	Iteration 59Q: 3 clusters Score -5385050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40746 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -5385045.000000 Penalty: 3508.819092
	Iteration 60F: 3 clusters Score -5385045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -5385045.000000 Penalty: 3508.819092
	Iteration 61Q: 3 clusters Score -5385045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40741 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -5385043.500000 Penalty: 3508.819092
	Iteration 62Q: 3 clusters Score -5385044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40740 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -5385047.500000 Penalty: 3508.819092
	Iteration 63Q: 3 clusters Score -5385048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40740 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -5385047.500000 Penalty: 3508.819092
	Iteration 64F: 3 clusters Score -5385048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 200997 members 
Mstep: Class 3 contains 35563 members 
Mstep: Class 4 contains 832 members 
Mstep: Class 5 contains 33990 members 
Mstep: Class 6 contains 75859 members 
Mstep: Class 7 contains 106998 members 
Mstep: Class 8 contains 36726 members 
Mstep: Class 9 contains 32028 members 
Mstep: Class 10 contains 18484 members 
Mstep: Class 11 contains 102136 members 
Mstep: Class 12 contains 124270 members 
Mstep: Class 13 contains 4899 members 
Mstep: Class 14 contains 946 members 
Mstep: Class 15 contains 1620 members 
Mstep: Class 16 contains 112727 members 
Mstep: Class 17 contains 585 members 
Mstep: Class 18 contains 283 members 
Mstep: Class 19 contains 114938 members 
Mstep: Class 20 contains 20932 members 
Mstep: Class 21 contains 623 members 
Mstep: Class 22 contains 105716 members 
Mstep: Class 23 contains 12161 members 
Mstep: Class 24 contains 47705 members 
Mstep: Class 25 contains 99324 members 
Mstep: Class 26 contains 40740 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 1997 members 
Mstep: Class 29 contains 9626 members 
Mstep: Class 30 contains 145127 members 
Mstep: Class 31 contains 702 members 
Mstep: Class 32 contains 531 members 
Mstep: Class 33 contains 117924 members 
Mstep: Class 34 contains 1128 members 
Mstep: Class 35 contains 426 members 
Mstep: Class 36 contains 353 members 
Mstep: Class 37 contains 99610 members 
Mstep: Class 38 contains 8103 members 
Entering Unmasked Estep 
Score: -194572480.000000 Penalty: 88669.968750
Splitting cluster 26 changes total score from -194549536.000000 to -194572480.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 27 (946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Entering Unmasked Estep 
Score: -87687.781250 Penalty: 1113.489380
	Iteration 0F: 2 clusters Score -87687.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -86355.046875 Penalty: 2226.978760
	Iteration 0F: 3 clusters Score -86355.05 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -86621.101562 Penalty: 2226.978760
	Iteration 1F: 3 clusters Score -86621.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -86727.671875 Penalty: 2226.978760
	Iteration 2F: 3 clusters Score -86727.67 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -86769.398438 Penalty: 2226.978760
	Iteration 3Q: 3 clusters Score -86769.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -86806.546875 Penalty: 2226.978760
	Iteration 4Q: 3 clusters Score -86806.55 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -86865.656250 Penalty: 2226.978760
	Iteration 5Q: 3 clusters Score -86865.66 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -86939.179688 Penalty: 2226.978760
	Iteration 6Q: 3 clusters Score -86939.18 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -86989.671875 Penalty: 2226.978760
	Iteration 7Q: 3 clusters Score -86989.67 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -87027.710938 Penalty: 2226.978760
	Iteration 8Q: 3 clusters Score -87027.71 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -87068.257812 Penalty: 2226.978760
	Iteration 9Q: 3 clusters Score -87068.26 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -87113.257812 Penalty: 2226.978760
	Iteration 10Q: 3 clusters Score -87113.26 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -87148.953125 Penalty: 2226.978760
	Iteration 11Q: 3 clusters Score -87148.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -87205.140625 Penalty: 2226.978760
	Iteration 12Q: 3 clusters Score -87205.14 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -87239.546875 Penalty: 2226.978760
	Iteration 13Q: 3 clusters Score -87239.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -87257.789062 Penalty: 2226.978760
	Iteration 14Q: 3 clusters Score -87257.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -87273.703125 Penalty: 2226.978760
	Iteration 15Q: 3 clusters Score -87273.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -87292.570312 Penalty: 2226.978760
	Iteration 16Q: 3 clusters Score -87292.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -87306.031250 Penalty: 2226.978760
	Iteration 17Q: 3 clusters Score -87306.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -87320.656250 Penalty: 2226.978760
	Iteration 18Q: 3 clusters Score -87320.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -87324.585938 Penalty: 2226.978760
	Iteration 19Q: 3 clusters Score -87324.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -87328.617188 Penalty: 2226.978760
	Iteration 20F: 3 clusters Score -87328.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -87331.625000 Penalty: 2226.978760
	Iteration 21Q: 3 clusters Score -87331.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -87331.625000 Penalty: 2226.978760
	Iteration 22F: 3 clusters Score -87331.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Entering Unmasked Estep 
Score: -201953.500000 Penalty: 1234.902710
	Iteration 0F: 2 clusters Score -201953.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -199997.937500 Penalty: 2469.805420
	Iteration 0F: 3 clusters Score -199997.9 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -201023.546875 Penalty: 2469.805420
	Iteration 1F: 3 clusters Score -201023.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -201776.656250 Penalty: 2469.805420
	Iteration 2F: 3 clusters Score -201776.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -202158.281250 Penalty: 2469.805420
	Iteration 3F: 3 clusters Score -202158.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -202455.859375 Penalty: 2469.805420
	Iteration 4F: 3 clusters Score -202455.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -202819.187500 Penalty: 2469.805420
	Iteration 5F: 3 clusters Score -202819.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -203030.187500 Penalty: 2469.805420
	Iteration 6Q: 3 clusters Score -203030.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -203140.828125 Penalty: 2469.805420
	Iteration 7Q: 3 clusters Score -203140.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -203214.484375 Penalty: 2469.805420
	Iteration 8Q: 3 clusters Score -203214.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -203270.203125 Penalty: 2469.805420
	Iteration 9Q: 3 clusters Score -203270.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -203293.625000 Penalty: 2469.805420
	Iteration 10Q: 3 clusters Score -203293.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -203310.328125 Penalty: 2469.805420
	Iteration 11Q: 3 clusters Score -203310.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -203314.406250 Penalty: 2469.805420
	Iteration 12Q: 3 clusters Score -203314.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -203323.218750 Penalty: 2469.805420
	Iteration 13Q: 3 clusters Score -203323.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -203337.406250 Penalty: 2469.805420
	Iteration 14Q: 3 clusters Score -203337.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -203346.046875 Penalty: 2469.805420
	Iteration 15Q: 3 clusters Score -203346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -203348.125000 Penalty: 2469.805420
	Iteration 16Q: 3 clusters Score -203348.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -203348.703125 Penalty: 2469.805420
	Iteration 17Q: 3 clusters Score -203348.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -203353.062500 Penalty: 2469.805420
	Iteration 18F: 3 clusters Score -203353.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -203365.312500 Penalty: 2469.805420
	Iteration 19Q: 3 clusters Score -203365.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -203373.578125 Penalty: 2469.805420
	Iteration 20F: 3 clusters Score -203373.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -203375.750000 Penalty: 2469.805420
	Iteration 21Q: 3 clusters Score -203375.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -203377.218750 Penalty: 2469.805420
	Iteration 22Q: 3 clusters Score -203377.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -203378.093750 Penalty: 2469.805420
	Iteration 23Q: 3 clusters Score -203378.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -203378.093750 Penalty: 2469.805420
	Iteration 24F: 3 clusters Score -203378.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 200997 members 
Mstep: Class 3 contains 35563 members 
Mstep: Class 4 contains 832 members 
Mstep: Class 5 contains 33990 members 
Mstep: Class 6 contains 75859 members 
Mstep: Class 7 contains 106998 members 
Mstep: Class 8 contains 36726 members 
Mstep: Class 9 contains 32028 members 
Mstep: Class 10 contains 18484 members 
Mstep: Class 11 contains 102136 members 
Mstep: Class 12 contains 124270 members 
Mstep: Class 13 contains 4899 members 
Mstep: Class 14 contains 946 members 
Mstep: Class 15 contains 1620 members 
Mstep: Class 16 contains 112727 members 
Mstep: Class 17 contains 585 members 
Mstep: Class 18 contains 283 members 
Mstep: Class 19 contains 114938 members 
Mstep: Class 20 contains 20932 members 
Mstep: Class 21 contains 623 members 
Mstep: Class 22 contains 105716 members 
Mstep: Class 23 contains 12161 members 
Mstep: Class 24 contains 47705 members 
Mstep: Class 25 contains 99324 members 
Mstep: Class 26 contains 40740 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 927 members 
Mstep: Class 29 contains 9626 members 
Mstep: Class 30 contains 145127 members 
Mstep: Class 31 contains 702 members 
Mstep: Class 32 contains 531 members 
Mstep: Class 33 contains 117924 members 
Mstep: Class 34 contains 1128 members 
Mstep: Class 35 contains 426 members 
Mstep: Class 36 contains 353 members 
Mstep: Class 37 contains 99610 members 
Mstep: Class 38 contains 8103 members 
Mstep: Class 39 contains 1070 members 
Entering Unmasked Estep 
Score: -194572448.000000 Penalty: 91003.390625
Splitting cluster 28 changes total score from -194549536.000000 to -194572448.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 29 (9626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Entering Unmasked Estep 
Score: -1013641.062500 Penalty: 1490.486206
	Iteration 0F: 2 clusters Score -1013641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1006826.937500 Penalty: 2980.972412
	Iteration 0F: 3 clusters Score -1006827 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1009243.625000 Penalty: 2980.972412
	Iteration 1F: 3 clusters Score -1009244 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1009805.375000 Penalty: 2980.972412
	Iteration 2F: 3 clusters Score -1009805 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1010341.000000 Penalty: 2980.972412
	Iteration 3F: 3 clusters Score -1010341 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1010835.500000 Penalty: 2980.972412
	Iteration 4F: 3 clusters Score -1010836 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1011261.500000 Penalty: 2980.972412
	Iteration 5F: 3 clusters Score -1011262 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1011598.375000 Penalty: 2980.972412
	Iteration 6F: 3 clusters Score -1011598 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1011806.500000 Penalty: 2980.972412
	Iteration 7Q: 3 clusters Score -1011806 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1011942.562500 Penalty: 2980.972412
	Iteration 8Q: 3 clusters Score -1011943 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1012039.562500 Penalty: 2980.972412
	Iteration 9Q: 3 clusters Score -1012040 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1012095.437500 Penalty: 2980.972412
	Iteration 10Q: 3 clusters Score -1012095 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1012136.687500 Penalty: 2980.972412
	Iteration 11Q: 3 clusters Score -1012137 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1012186.750000 Penalty: 2980.972412
	Iteration 12Q: 3 clusters Score -1012187 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1012230.437500 Penalty: 2980.972412
	Iteration 13Q: 3 clusters Score -1012230 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1012274.375000 Penalty: 2980.972412
	Iteration 14Q: 3 clusters Score -1012274 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1012330.375000 Penalty: 2980.972412
	Iteration 15Q: 3 clusters Score -1012330 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1012396.812500 Penalty: 2980.972412
	Iteration 16Q: 3 clusters Score -1012397 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1012517.562500 Penalty: 2980.972412
	Iteration 17Q: 3 clusters Score -1012518 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1012721.500000 Penalty: 2980.972412
	Iteration 18Q: 3 clusters Score -1012722 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1013046.875000 Penalty: 2980.972412
	Iteration 19Q: 3 clusters Score -1013047 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1013531.562500 Penalty: 2980.972412
	Iteration 20F: 3 clusters Score -1013532 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1014164.687500 Penalty: 2980.972412
	Iteration 21Q: 3 clusters Score -1014165 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1014580.250000 Penalty: 2980.972412
	Iteration 22Q: 3 clusters Score -1014580 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1014719.000000 Penalty: 2980.972412
	Iteration 23Q: 3 clusters Score -1014719 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1014760.562500 Penalty: 2980.972412
	Iteration 24Q: 3 clusters Score -1014761 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1014781.937500 Penalty: 2980.972412
	Iteration 25Q: 3 clusters Score -1014782 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1014791.250000 Penalty: 2980.972412
	Iteration 26Q: 3 clusters Score -1014791 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1014795.812500 Penalty: 2980.972412
	Iteration 27Q: 3 clusters Score -1014796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1014801.562500 Penalty: 2980.972412
	Iteration 28Q: 3 clusters Score -1014802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1014801.875000 Penalty: 2980.972412
	Iteration 29Q: 3 clusters Score -1014802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1014803.312500 Penalty: 2980.972412
	Iteration 30Q: 3 clusters Score -1014803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1014802.750000 Penalty: 2980.972412
	Iteration 31Q: 3 clusters Score -1014803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1014801.875000 Penalty: 2980.972412
	Iteration 32Q: 3 clusters Score -1014802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1014802.687500 Penalty: 2980.972412
	Iteration 33Q: 3 clusters Score -1014803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1014802.125000 Penalty: 2980.972412
	Iteration 34Q: 3 clusters Score -1014802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1014803.812500 Penalty: 2980.972412
	Iteration 35Q: 3 clusters Score -1014804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1014806.187500 Penalty: 2980.972412
	Iteration 36Q: 3 clusters Score -1014806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1014807.125000 Penalty: 2980.972412
	Iteration 37Q: 3 clusters Score -1014807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1014807.000000 Penalty: 2980.972412
	Iteration 38Q: 3 clusters Score -1014807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1014808.312500 Penalty: 2980.972412
	Iteration 39Q: 3 clusters Score -1014808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1014807.937500 Penalty: 2980.972412
	Iteration 40F: 3 clusters Score -1014808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 200997 members 
Mstep: Class 3 contains 35563 members 
Mstep: Class 4 contains 832 members 
Mstep: Class 5 contains 33990 members 
Mstep: Class 6 contains 75859 members 
Mstep: Class 7 contains 106998 members 
Mstep: Class 8 contains 36726 members 
Mstep: Class 9 contains 32028 members 
Mstep: Class 10 contains 18484 members 
Mstep: Class 11 contains 102136 members 
Mstep: Class 12 contains 124270 members 
Mstep: Class 13 contains 4899 members 
Mstep: Class 14 contains 946 members 
Mstep: Class 15 contains 1620 members 
Mstep: Class 16 contains 112727 members 
Mstep: Class 17 contains 585 members 
Mstep: Class 18 contains 283 members 
Mstep: Class 19 contains 114938 members 
Mstep: Class 20 contains 20932 members 
Mstep: Class 21 contains 623 members 
Mstep: Class 22 contains 105716 members 
Mstep: Class 23 contains 12161 members 
Mstep: Class 24 contains 47705 members 
Mstep: Class 25 contains 99324 members 
Mstep: Class 26 contains 40740 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 927 members 
Mstep: Class 29 contains 3355 members 
Mstep: Class 30 contains 145127 members 
Mstep: Class 31 contains 702 members 
Mstep: Class 32 contains 531 members 
Mstep: Class 33 contains 117924 members 
Mstep: Class 34 contains 1128 members 
Mstep: Class 35 contains 426 members 
Mstep: Class 36 contains 353 members 
Mstep: Class 37 contains 99610 members 
Mstep: Class 38 contains 8103 members 
Mstep: Class 39 contains 1070 members 
Mstep: Class 40 contains 6271 members 
Entering Unmasked Estep 
Score: -194571488.000000 Penalty: 93336.812500
Splitting cluster 29 changes total score from -194549536.000000 to -194571488.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 30 (145127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145127 members 
Entering Unmasked Estep 
Score: -17247140.000000 Penalty: 1931.371704
	Iteration 0F: 2 clusters Score -1.724714e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72550 members 
Mstep: Class 2 contains 72577 members 
Entering Unmasked Estep 
Score: -17173382.000000 Penalty: 3862.743408
	Iteration 0F: 3 clusters Score -1.717338e+07 nChanged 69907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71873 members 
Mstep: Class 2 contains 73254 members 
Entering Unmasked Estep 
Score: -17215330.000000 Penalty: 3862.743408
	Iteration 1F: 3 clusters Score -1.721533e+07 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71773 members 
Mstep: Class 2 contains 73354 members 
Entering Unmasked Estep 
Score: -17216448.000000 Penalty: 3862.743408
	Iteration 2Q: 3 clusters Score -1.721645e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71950 members 
Mstep: Class 2 contains 73177 members 
Entering Unmasked Estep 
Score: -17218056.000000 Penalty: 3862.743408
	Iteration 3Q: 3 clusters Score -1.721806e+07 nChanged 6353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72663 members 
Mstep: Class 2 contains 72464 members 
Entering Unmasked Estep 
Score: -17221152.000000 Penalty: 3862.743408
	Iteration 4Q: 3 clusters Score -1.722115e+07 nChanged 8134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74241 members 
Mstep: Class 2 contains 70886 members 
Entering Unmasked Estep 
Score: -17226818.000000 Penalty: 3862.743408
	Iteration 5F: 3 clusters Score -1.722682e+07 nChanged 10080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76689 members 
Mstep: Class 2 contains 68438 members 
Entering Unmasked Estep 
Score: -17235168.000000 Penalty: 3862.743408
	Iteration 6F: 3 clusters Score -1.723517e+07 nChanged 11003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80052 members 
Mstep: Class 2 contains 65075 members 
Entering Unmasked Estep 
Score: -17244122.000000 Penalty: 3862.743408
	Iteration 7F: 3 clusters Score -1.724412e+07 nChanged 9020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83504 members 
Mstep: Class 2 contains 61623 members 
Entering Unmasked Estep 
Score: -17249278.000000 Penalty: 3862.743408
	Iteration 8F: 3 clusters Score -1.724928e+07 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86530 members 
Mstep: Class 2 contains 58597 members 
Entering Unmasked Estep 
Score: -17251470.000000 Penalty: 3862.743408
	Iteration 9Q: 3 clusters Score -1.725147e+07 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88376 members 
Mstep: Class 2 contains 56751 members 
Entering Unmasked Estep 
Score: -17252790.000000 Penalty: 3862.743408
	Iteration 10Q: 3 clusters Score -1.725279e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89971 members 
Mstep: Class 2 contains 55156 members 
Entering Unmasked Estep 
Score: -17253996.000000 Penalty: 3862.743408
	Iteration 11Q: 3 clusters Score -1.7254e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90909 members 
Mstep: Class 2 contains 54218 members 
Entering Unmasked Estep 
Score: -17255122.000000 Penalty: 3862.743408
	Iteration 12Q: 3 clusters Score -1.725512e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91691 members 
Mstep: Class 2 contains 53436 members 
Entering Unmasked Estep 
Score: -17256286.000000 Penalty: 3862.743408
	Iteration 13Q: 3 clusters Score -1.725629e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92333 members 
Mstep: Class 2 contains 52794 members 
Entering Unmasked Estep 
Score: -17257364.000000 Penalty: 3862.743408
	Iteration 14Q: 3 clusters Score -1.725736e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92709 members 
Mstep: Class 2 contains 52418 members 
Entering Unmasked Estep 
Score: -17258390.000000 Penalty: 3862.743408
	Iteration 15Q: 3 clusters Score -1.725839e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92979 members 
Mstep: Class 2 contains 52148 members 
Entering Unmasked Estep 
Score: -17259238.000000 Penalty: 3862.743408
	Iteration 16Q: 3 clusters Score -1.725924e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93148 members 
Mstep: Class 2 contains 51979 members 
Entering Unmasked Estep 
Score: -17260032.000000 Penalty: 3862.743408
	Iteration 17Q: 3 clusters Score -1.726003e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93214 members 
Mstep: Class 2 contains 51913 members 
Entering Unmasked Estep 
Score: -17260486.000000 Penalty: 3862.743408
	Iteration 18Q: 3 clusters Score -1.726049e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93344 members 
Mstep: Class 2 contains 51783 members 
Entering Unmasked Estep 
Score: -17260792.000000 Penalty: 3862.743408
	Iteration 19Q: 3 clusters Score -1.726079e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93439 members 
Mstep: Class 2 contains 51688 members 
Entering Unmasked Estep 
Score: -17260978.000000 Penalty: 3862.743408
	Iteration 20F: 3 clusters Score -1.726098e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93482 members 
Mstep: Class 2 contains 51645 members 
Entering Unmasked Estep 
Score: -17261196.000000 Penalty: 3862.743408
	Iteration 21Q: 3 clusters Score -1.72612e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93515 members 
Mstep: Class 2 contains 51612 members 
Entering Unmasked Estep 
Score: -17261334.000000 Penalty: 3862.743408
	Iteration 22Q: 3 clusters Score -1.726133e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93504 members 
Mstep: Class 2 contains 51623 members 
Entering Unmasked Estep 
Score: -17261428.000000 Penalty: 3862.743408
	Iteration 23Q: 3 clusters Score -1.726143e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93520 members 
Mstep: Class 2 contains 51607 members 
Entering Unmasked Estep 
Score: -17261500.000000 Penalty: 3862.743408
	Iteration 24Q: 3 clusters Score -1.72615e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93507 members 
Mstep: Class 2 contains 51620 members 
Entering Unmasked Estep 
Score: -17261610.000000 Penalty: 3862.743408
	Iteration 25Q: 3 clusters Score -1.726161e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93496 members 
Mstep: Class 2 contains 51631 members 
Entering Unmasked Estep 
Score: -17261654.000000 Penalty: 3862.743408
	Iteration 26Q: 3 clusters Score -1.726165e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93494 members 
Mstep: Class 2 contains 51633 members 
Entering Unmasked Estep 
Score: -17261674.000000 Penalty: 3862.743408
	Iteration 27Q: 3 clusters Score -1.726167e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93468 members 
Mstep: Class 2 contains 51659 members 
Entering Unmasked Estep 
Score: -17261690.000000 Penalty: 3862.743408
	Iteration 28Q: 3 clusters Score -1.726169e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93465 members 
Mstep: Class 2 contains 51662 members 
Entering Unmasked Estep 
Score: -17261738.000000 Penalty: 3862.743408
	Iteration 29Q: 3 clusters Score -1.726174e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93446 members 
Mstep: Class 2 contains 51681 members 
Entering Unmasked Estep 
Score: -17261764.000000 Penalty: 3862.743408
	Iteration 30Q: 3 clusters Score -1.726176e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93426 members 
Mstep: Class 2 contains 51701 members 
Entering Unmasked Estep 
Score: -17261746.000000 Penalty: 3862.743408
	Iteration 31Q: 3 clusters Score -1.726175e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93399 members 
Mstep: Class 2 contains 51728 members 
Entering Unmasked Estep 
Score: -17261762.000000 Penalty: 3862.743408
	Iteration 32Q: 3 clusters Score -1.726176e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93372 members 
Mstep: Class 2 contains 51755 members 
Entering Unmasked Estep 
Score: -17261742.000000 Penalty: 3862.743408
	Iteration 33Q: 3 clusters Score -1.726174e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93338 members 
Mstep: Class 2 contains 51789 members 
Entering Unmasked Estep 
Score: -17261730.000000 Penalty: 3862.743408
	Iteration 34Q: 3 clusters Score -1.726173e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93316 members 
Mstep: Class 2 contains 51811 members 
Entering Unmasked Estep 
Score: -17261730.000000 Penalty: 3862.743408
	Iteration 35Q: 3 clusters Score -1.726173e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93297 members 
Mstep: Class 2 contains 51830 members 
Entering Unmasked Estep 
Score: -17261730.000000 Penalty: 3862.743408
	Iteration 36Q: 3 clusters Score -1.726173e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93274 members 
Mstep: Class 2 contains 51853 members 
Entering Unmasked Estep 
Score: -17261754.000000 Penalty: 3862.743408
	Iteration 37Q: 3 clusters Score -1.726175e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93257 members 
Mstep: Class 2 contains 51870 members 
Entering Unmasked Estep 
Score: -17261750.000000 Penalty: 3862.743408
	Iteration 38Q: 3 clusters Score -1.726175e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93225 members 
Mstep: Class 2 contains 51902 members 
Entering Unmasked Estep 
Score: -17261720.000000 Penalty: 3862.743408
	Iteration 39Q: 3 clusters Score -1.726172e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93201 members 
Mstep: Class 2 contains 51926 members 
Entering Unmasked Estep 
Score: -17261742.000000 Penalty: 3862.743408
	Iteration 40F: 3 clusters Score -1.726174e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93158 members 
Mstep: Class 2 contains 51969 members 
Entering Unmasked Estep 
Score: -17261752.000000 Penalty: 3862.743408
	Iteration 41Q: 3 clusters Score -1.726175e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93122 members 
Mstep: Class 2 contains 52005 members 
Entering Unmasked Estep 
Score: -17261760.000000 Penalty: 3862.743408
	Iteration 42Q: 3 clusters Score -1.726176e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93103 members 
Mstep: Class 2 contains 52024 members 
Entering Unmasked Estep 
Score: -17261748.000000 Penalty: 3862.743408
	Iteration 43Q: 3 clusters Score -1.726175e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93085 members 
Mstep: Class 2 contains 52042 members 
Entering Unmasked Estep 
Score: -17261748.000000 Penalty: 3862.743408
	Iteration 44Q: 3 clusters Score -1.726175e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93069 members 
Mstep: Class 2 contains 52058 members 
Entering Unmasked Estep 
Score: -17261744.000000 Penalty: 3862.743408
	Iteration 45Q: 3 clusters Score -1.726174e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93056 members 
Mstep: Class 2 contains 52071 members 
Entering Unmasked Estep 
Score: -17261758.000000 Penalty: 3862.743408
	Iteration 46Q: 3 clusters Score -1.726176e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93035 members 
Mstep: Class 2 contains 52092 members 
Entering Unmasked Estep 
Score: -17261768.000000 Penalty: 3862.743408
	Iteration 47Q: 3 clusters Score -1.726177e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93015 members 
Mstep: Class 2 contains 52112 members 
Entering Unmasked Estep 
Score: -17261758.000000 Penalty: 3862.743408
	Iteration 48Q: 3 clusters Score -1.726176e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92980 members 
Mstep: Class 2 contains 52147 members 
Entering Unmasked Estep 
Score: -17261748.000000 Penalty: 3862.743408
	Iteration 49Q: 3 clusters Score -1.726175e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92951 members 
Mstep: Class 2 contains 52176 members 
Entering Unmasked Estep 
Score: -17261770.000000 Penalty: 3862.743408
	Iteration 50Q: 3 clusters Score -1.726177e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92939 members 
Mstep: Class 2 contains 52188 members 
Entering Unmasked Estep 
Score: -17261788.000000 Penalty: 3862.743408
	Iteration 51Q: 3 clusters Score -1.726179e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92938 members 
Mstep: Class 2 contains 52189 members 
Entering Unmasked Estep 
Score: -17261780.000000 Penalty: 3862.743408
	Iteration 52Q: 3 clusters Score -1.726178e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92927 members 
Mstep: Class 2 contains 52200 members 
Entering Unmasked Estep 
Score: -17261776.000000 Penalty: 3862.743408
	Iteration 53Q: 3 clusters Score -1.726178e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92905 members 
Mstep: Class 2 contains 52222 members 
Entering Unmasked Estep 
Score: -17261798.000000 Penalty: 3862.743408
	Iteration 54Q: 3 clusters Score -1.72618e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92901 members 
Mstep: Class 2 contains 52226 members 
Entering Unmasked Estep 
Score: -17261802.000000 Penalty: 3862.743408
	Iteration 55Q: 3 clusters Score -1.72618e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92888 members 
Mstep: Class 2 contains 52239 members 
Entering Unmasked Estep 
Score: -17261822.000000 Penalty: 3862.743408
	Iteration 56Q: 3 clusters Score -1.726182e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92884 members 
Mstep: Class 2 contains 52243 members 
Entering Unmasked Estep 
Score: -17261800.000000 Penalty: 3862.743408
	Iteration 57Q: 3 clusters Score -1.72618e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92892 members 
Mstep: Class 2 contains 52235 members 
Entering Unmasked Estep 
Score: -17261806.000000 Penalty: 3862.743408
	Iteration 58Q: 3 clusters Score -1.726181e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92896 members 
Mstep: Class 2 contains 52231 members 
Entering Unmasked Estep 
Score: -17261804.000000 Penalty: 3862.743408
	Iteration 59Q: 3 clusters Score -1.72618e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92892 members 
Mstep: Class 2 contains 52235 members 
Entering Unmasked Estep 
Score: -17261814.000000 Penalty: 3862.743408
	Iteration 60F: 3 clusters Score -1.726181e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92885 members 
Mstep: Class 2 contains 52242 members 
Entering Unmasked Estep 
Score: -17261830.000000 Penalty: 3862.743408
	Iteration 61Q: 3 clusters Score -1.726183e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92879 members 
Mstep: Class 2 contains 52248 members 
Entering Unmasked Estep 
Score: -17261844.000000 Penalty: 3862.743408
	Iteration 62Q: 3 clusters Score -1.726184e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92873 members 
Mstep: Class 2 contains 52254 members 
Entering Unmasked Estep 
Score: -17261838.000000 Penalty: 3862.743408
	Iteration 63Q: 3 clusters Score -1.726184e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92868 members 
Mstep: Class 2 contains 52259 members 
Entering Unmasked Estep 
Score: -17261840.000000 Penalty: 3862.743408
	Iteration 64Q: 3 clusters Score -1.726184e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92860 members 
Mstep: Class 2 contains 52267 members 
Entering Unmasked Estep 
Score: -17261854.000000 Penalty: 3862.743408
	Iteration 65Q: 3 clusters Score -1.726185e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92854 members 
Mstep: Class 2 contains 52273 members 
Entering Unmasked Estep 
Score: -17261842.000000 Penalty: 3862.743408
	Iteration 66Q: 3 clusters Score -1.726184e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92844 members 
Mstep: Class 2 contains 52283 members 
Entering Unmasked Estep 
Score: -17261858.000000 Penalty: 3862.743408
	Iteration 67Q: 3 clusters Score -1.726186e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92829 members 
Mstep: Class 2 contains 52298 members 
Entering Unmasked Estep 
Score: -17261844.000000 Penalty: 3862.743408
	Iteration 68Q: 3 clusters Score -1.726184e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92824 members 
Mstep: Class 2 contains 52303 members 
Entering Unmasked Estep 
Score: -17261850.000000 Penalty: 3862.743408
	Iteration 69Q: 3 clusters Score -1.726185e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92817 members 
Mstep: Class 2 contains 52310 members 
Entering Unmasked Estep 
Score: -17261870.000000 Penalty: 3862.743408
	Iteration 70Q: 3 clusters Score -1.726187e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92813 members 
Mstep: Class 2 contains 52314 members 
Entering Unmasked Estep 
Score: -17261862.000000 Penalty: 3862.743408
	Iteration 71Q: 3 clusters Score -1.726186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92811 members 
Mstep: Class 2 contains 52316 members 
Entering Unmasked Estep 
Score: -17261866.000000 Penalty: 3862.743408
	Iteration 72Q: 3 clusters Score -1.726187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92810 members 
Mstep: Class 2 contains 52317 members 
Entering Unmasked Estep 
Score: -17261860.000000 Penalty: 3862.743408
	Iteration 73Q: 3 clusters Score -1.726186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92808 members 
Mstep: Class 2 contains 52319 members 
Entering Unmasked Estep 
Score: -17261874.000000 Penalty: 3862.743408
	Iteration 74Q: 3 clusters Score -1.726187e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92808 members 
Mstep: Class 2 contains 52319 members 
Entering Unmasked Estep 
Score: -17261874.000000 Penalty: 3862.743408
	Iteration 75Q: 3 clusters Score -1.726187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92807 members 
Mstep: Class 2 contains 52320 members 
Entering Unmasked Estep 
Score: -17261868.000000 Penalty: 3862.743408
	Iteration 76Q: 3 clusters Score -1.726187e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92807 members 
Mstep: Class 2 contains 52320 members 
Entering Unmasked Estep 
Score: -17261868.000000 Penalty: 3862.743408
	Iteration 77F: 3 clusters Score -1.726187e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 200997 members 
Mstep: Class 3 contains 35563 members 
Mstep: Class 4 contains 832 members 
Mstep: Class 5 contains 33990 members 
Mstep: Class 6 contains 75859 members 
Mstep: Class 7 contains 106998 members 
Mstep: Class 8 contains 36726 members 
Mstep: Class 9 contains 32028 members 
Mstep: Class 10 contains 18484 members 
Mstep: Class 11 contains 102136 members 
Mstep: Class 12 contains 124270 members 
Mstep: Class 13 contains 4899 members 
Mstep: Class 14 contains 946 members 
Mstep: Class 15 contains 1620 members 
Mstep: Class 16 contains 112727 members 
Mstep: Class 17 contains 585 members 
Mstep: Class 18 contains 283 members 
Mstep: Class 19 contains 114938 members 
Mstep: Class 20 contains 20932 members 
Mstep: Class 21 contains 623 members 
Mstep: Class 22 contains 105716 members 
Mstep: Class 23 contains 12161 members 
Mstep: Class 24 contains 47705 members 
Mstep: Class 25 contains 99324 members 
Mstep: Class 26 contains 40740 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 927 members 
Mstep: Class 29 contains 3355 members 
Mstep: Class 30 contains 92807 members 
Mstep: Class 31 contains 702 members 
Mstep: Class 32 contains 531 members 
Mstep: Class 33 contains 117924 members 
Mstep: Class 34 contains 1128 members 
Mstep: Class 35 contains 426 members 
Mstep: Class 36 contains 353 members 
Mstep: Class 37 contains 99610 members 
Mstep: Class 38 contains 8103 members 
Mstep: Class 39 contains 1070 members 
Mstep: Class 40 contains 6271 members 
Mstep: Class 41 contains 52320 members 
Entering Unmasked Estep 
Score: -194590752.000000 Penalty: 95670.234375
Splitting cluster 30 changes total score from -194549536.000000 to -194590752.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 31 (702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Entering Unmasked Estep 
Score: -58443.921875 Penalty: 1065.014160
	Iteration 0F: 2 clusters Score -58443.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -57447.332031 Penalty: 2130.028320
	Iteration 0F: 3 clusters Score -57447.33 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -58118.156250 Penalty: 2130.028320
	Iteration 1F: 3 clusters Score -58118.16 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -58407.632812 Penalty: 2130.028320
	Iteration 2F: 3 clusters Score -58407.63 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -58577.921875 Penalty: 2130.028320
	Iteration 3F: 3 clusters Score -58577.92 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -58718.945312 Penalty: 2130.028320
	Iteration 4Q: 3 clusters Score -58718.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -58824.250000 Penalty: 2130.028320
	Iteration 5Q: 3 clusters Score -58824.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -58882.167969 Penalty: 2130.028320
	Iteration 6Q: 3 clusters Score -58882.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -58903.750000 Penalty: 2130.028320
	Iteration 7Q: 3 clusters Score -58903.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -58917.812500 Penalty: 2130.028320
	Iteration 8Q: 3 clusters Score -58917.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -58938.652344 Penalty: 2130.028320
	Iteration 9Q: 3 clusters Score -58938.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -58945.285156 Penalty: 2130.028320
	Iteration 10Q: 3 clusters Score -58945.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -58949.363281 Penalty: 2130.028320
	Iteration 11Q: 3 clusters Score -58949.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -58952.753906 Penalty: 2130.028320
	Iteration 12Q: 3 clusters Score -58952.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -58954.105469 Penalty: 2130.028320
	Iteration 13Q: 3 clusters Score -58954.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -58973.785156 Penalty: 2130.028320
	Iteration 14F: 3 clusters Score -58973.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -58992.550781 Penalty: 2130.028320
	Iteration 15Q: 3 clusters Score -58992.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -59001.003906 Penalty: 2130.028320
	Iteration 16Q: 3 clusters Score -59001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -59001.003906 Penalty: 2130.028320
	Iteration 17F: 3 clusters Score -59001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 200997 members 
Mstep: Class 3 contains 35563 members 
Mstep: Class 4 contains 832 members 
Mstep: Class 5 contains 33990 members 
Mstep: Class 6 contains 75859 members 
Mstep: Class 7 contains 106998 members 
Mstep: Class 8 contains 36726 members 
Mstep: Class 9 contains 32028 members 
Mstep: Class 10 contains 18484 members 
Mstep: Class 11 contains 102136 members 
Mstep: Class 12 contains 124270 members 
Mstep: Class 13 contains 4899 members 
Mstep: Class 14 contains 946 members 
Mstep: Class 15 contains 1620 members 
Mstep: Class 16 contains 112727 members 
Mstep: Class 17 contains 585 members 
Mstep: Class 18 contains 283 members 
Mstep: Class 19 contains 114938 members 
Mstep: Class 20 contains 20932 members 
Mstep: Class 21 contains 623 members 
Mstep: Class 22 contains 105716 members 
Mstep: Class 23 contains 12161 members 
Mstep: Class 24 contains 47705 members 
Mstep: Class 25 contains 99324 members 
Mstep: Class 26 contains 40740 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 927 members 
Mstep: Class 29 contains 3355 members 
Mstep: Class 30 contains 92807 members 
Mstep: Class 31 contains 224 members 
Mstep: Class 32 contains 531 members 
Mstep: Class 33 contains 117924 members 
Mstep: Class 34 contains 1128 members 
Mstep: Class 35 contains 426 members 
Mstep: Class 36 contains 353 members 
Mstep: Class 37 contains 99610 members 
Mstep: Class 38 contains 8103 members 
Mstep: Class 39 contains 1070 members 
Mstep: Class 40 contains 6271 members 
Mstep: Class 41 contains 52320 members 
Mstep: Class 42 contains 478 members 
Entering Unmasked Estep 
Score: -194590448.000000 Penalty: 98003.648438
Splitting cluster 31 changes total score from -194549536.000000 to -194590448.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 32 (531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Entering Unmasked Estep 
Score: -25532.640625 Penalty: 1019.648865
	Iteration 0F: 2 clusters Score -25532.64 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 266 members 
Entering Unmasked Estep 
Score: -24784.224609 Penalty: 2039.297729
	Iteration 0F: 3 clusters Score -24784.22 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -25274.953125 Penalty: 2039.297729
	Iteration 1F: 3 clusters Score -25274.95 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -25531.611328 Penalty: 2039.297729
	Iteration 2F: 3 clusters Score -25531.61 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -25637.654297 Penalty: 2039.297729
	Iteration 3F: 3 clusters Score -25637.65 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -25733.277344 Penalty: 2039.297729
	Iteration 4Q: 3 clusters Score -25733.28 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -25824.910156 Penalty: 2039.297729
	Iteration 5Q: 3 clusters Score -25824.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -25911.722656 Penalty: 2039.297729
	Iteration 6Q: 3 clusters Score -25911.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -25968.734375 Penalty: 2039.297729
	Iteration 7Q: 3 clusters Score -25968.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -26044.351562 Penalty: 2039.297729
	Iteration 8Q: 3 clusters Score -26044.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -26093.898438 Penalty: 2039.297729
	Iteration 9Q: 3 clusters Score -26093.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -26168.544922 Penalty: 2039.297729
	Iteration 10Q: 3 clusters Score -26168.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -26256.763672 Penalty: 2039.297729
	Iteration 11Q: 3 clusters Score -26256.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -26323.585938 Penalty: 2039.297729
	Iteration 12Q: 3 clusters Score -26323.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -26336.687500 Penalty: 2039.297729
	Iteration 13Q: 3 clusters Score -26336.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -26339.501953 Penalty: 2039.297729
	Iteration 14Q: 3 clusters Score -26339.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -26339.644531 Penalty: 2039.297729
	Iteration 15Q: 3 clusters Score -26339.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -26351.962891 Penalty: 2039.297729
	Iteration 16F: 3 clusters Score -26351.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -26386.726562 Penalty: 2039.297729
	Iteration 17Q: 3 clusters Score -26386.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -26466.257812 Penalty: 2039.297729
	Iteration 18Q: 3 clusters Score -26466.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -26519.341797 Penalty: 2039.297729
	Iteration 19Q: 3 clusters Score -26519.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -26562.273438 Penalty: 2039.297729
	Iteration 20F: 3 clusters Score -26562.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -26709.185547 Penalty: 2039.297729
	Iteration 21Q: 3 clusters Score -26709.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -26716.009766 Penalty: 2039.297729
	Iteration 22Q: 3 clusters Score -26716.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -26716.238281 Penalty: 2039.297729
	Iteration 23Q: 3 clusters Score -26716.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -26716.238281 Penalty: 2039.297729
	Iteration 24F: 3 clusters Score -26716.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 200997 members 
Mstep: Class 3 contains 35563 members 
Mstep: Class 4 contains 832 members 
Mstep: Class 5 contains 33990 members 
Mstep: Class 6 contains 75859 members 
Mstep: Class 7 contains 106998 members 
Mstep: Class 8 contains 36726 members 
Mstep: Class 9 contains 32028 members 
Mstep: Class 10 contains 18484 members 
Mstep: Class 11 contains 102136 members 
Mstep: Class 12 contains 124270 members 
Mstep: Class 13 contains 4899 members 
Mstep: Class 14 contains 946 members 
Mstep: Class 15 contains 1620 members 
Mstep: Class 16 contains 112727 members 
Mstep: Class 17 contains 585 members 
Mstep: Class 18 contains 283 members 
Mstep: Class 19 contains 114938 members 
Mstep: Class 20 contains 20932 members 
Mstep: Class 21 contains 623 members 
Mstep: Class 22 contains 105716 members 
Mstep: Class 23 contains 12161 members 
Mstep: Class 24 contains 47705 members 
Mstep: Class 25 contains 99324 members 
Mstep: Class 26 contains 40740 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 927 members 
Mstep: Class 29 contains 3355 members 
Mstep: Class 30 contains 92807 members 
Mstep: Class 31 contains 224 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 117924 members 
Mstep: Class 34 contains 1128 members 
Mstep: Class 35 contains 426 members 
Mstep: Class 36 contains 353 members 
Mstep: Class 37 contains 99610 members 
Mstep: Class 38 contains 8103 members 
Mstep: Class 39 contains 1070 members 
Mstep: Class 40 contains 6271 members 
Mstep: Class 41 contains 52320 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 254 members 
Entering Unmasked Estep 
Score: -194590032.000000 Penalty: 100337.070312
Splitting cluster 32 changes total score from -194549536.000000 to -194590032.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 33 (117924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117924 members 
Entering Unmasked Estep 
Score: -13813767.000000 Penalty: 1897.641724
	Iteration 0F: 2 clusters Score -1.381377e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59086 members 
Mstep: Class 2 contains 58838 members 
Entering Unmasked Estep 
Score: -13740413.000000 Penalty: 3795.283447
	Iteration 0F: 3 clusters Score -1.374041e+07 nChanged 56659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62869 members 
Mstep: Class 2 contains 55055 members 
Entering Unmasked Estep 
Score: -13774268.000000 Penalty: 3795.283447
	Iteration 1F: 3 clusters Score -1.377427e+07 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65520 members 
Mstep: Class 2 contains 52404 members 
Entering Unmasked Estep 
Score: -13777831.000000 Penalty: 3795.283447
	Iteration 2F: 3 clusters Score -1.377783e+07 nChanged 8630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69808 members 
Mstep: Class 2 contains 48116 members 
Entering Unmasked Estep 
Score: -13784568.000000 Penalty: 3795.283447
	Iteration 3F: 3 clusters Score -1.378457e+07 nChanged 11377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76223 members 
Mstep: Class 2 contains 41701 members 
Entering Unmasked Estep 
Score: -13794952.000000 Penalty: 3795.283447
	Iteration 4F: 3 clusters Score -1.379495e+07 nChanged 12087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83166 members 
Mstep: Class 2 contains 34758 members 
Entering Unmasked Estep 
Score: -13807175.000000 Penalty: 3795.283447
	Iteration 5F: 3 clusters Score -1.380718e+07 nChanged 9306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87894 members 
Mstep: Class 2 contains 30030 members 
Entering Unmasked Estep 
Score: -13816810.000000 Penalty: 3795.283447
	Iteration 6F: 3 clusters Score -1.381681e+07 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90040 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -13819907.000000 Penalty: 3795.283447
	Iteration 7Q: 3 clusters Score -1.381991e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91377 members 
Mstep: Class 2 contains 26547 members 
Entering Unmasked Estep 
Score: -13820553.000000 Penalty: 3795.283447
	Iteration 8Q: 3 clusters Score -1.382055e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92533 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -13820883.000000 Penalty: 3795.283447
	Iteration 9Q: 3 clusters Score -1.382088e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93562 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -13820950.000000 Penalty: 3795.283447
	Iteration 10Q: 3 clusters Score -1.382095e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94440 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -13821001.000000 Penalty: 3795.283447
	Iteration 11Q: 3 clusters Score -1.3821e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95242 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -13820995.000000 Penalty: 3795.283447
	Iteration 12Q: 3 clusters Score -1.3821e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96016 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -13820934.000000 Penalty: 3795.283447
	Iteration 13Q: 3 clusters Score -1.382093e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96792 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -13820878.000000 Penalty: 3795.283447
	Iteration 14Q: 3 clusters Score -1.382088e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97469 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -13820861.000000 Penalty: 3795.283447
	Iteration 15Q: 3 clusters Score -1.382086e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98035 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -13820875.000000 Penalty: 3795.283447
	Iteration 16Q: 3 clusters Score -1.382088e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98535 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -13820870.000000 Penalty: 3795.283447
	Iteration 17Q: 3 clusters Score -1.382087e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98975 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -13820792.000000 Penalty: 3795.283447
	Iteration 18Q: 3 clusters Score -1.382079e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99387 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -13820776.000000 Penalty: 3795.283447
	Iteration 19Q: 3 clusters Score -1.382078e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99761 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -13820724.000000 Penalty: 3795.283447
	Iteration 20F: 3 clusters Score -1.382072e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100115 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -13820656.000000 Penalty: 3795.283447
	Iteration 21Q: 3 clusters Score -1.382066e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100411 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -13820649.000000 Penalty: 3795.283447
	Iteration 22Q: 3 clusters Score -1.382065e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100710 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -13820665.000000 Penalty: 3795.283447
	Iteration 23Q: 3 clusters Score -1.382066e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100956 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -13820624.000000 Penalty: 3795.283447
	Iteration 24Q: 3 clusters Score -1.382062e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101197 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -13820583.000000 Penalty: 3795.283447
	Iteration 25Q: 3 clusters Score -1.382058e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101444 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -13820534.000000 Penalty: 3795.283447
	Iteration 26Q: 3 clusters Score -1.382053e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101663 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -13820498.000000 Penalty: 3795.283447
	Iteration 27Q: 3 clusters Score -1.38205e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101858 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -13820478.000000 Penalty: 3795.283447
	Iteration 28Q: 3 clusters Score -1.382048e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102023 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -13820439.000000 Penalty: 3795.283447
	Iteration 29Q: 3 clusters Score -1.382044e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102182 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -13820440.000000 Penalty: 3795.283447
	Iteration 30Q: 3 clusters Score -1.382044e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102320 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -13820413.000000 Penalty: 3795.283447
	Iteration 31Q: 3 clusters Score -1.382041e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102458 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -13820408.000000 Penalty: 3795.283447
	Iteration 32Q: 3 clusters Score -1.382041e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102565 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -13820382.000000 Penalty: 3795.283447
	Iteration 33Q: 3 clusters Score -1.382038e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102674 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -13820383.000000 Penalty: 3795.283447
	Iteration 34Q: 3 clusters Score -1.382038e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102782 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -13820340.000000 Penalty: 3795.283447
	Iteration 35Q: 3 clusters Score -1.382034e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102879 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -13820318.000000 Penalty: 3795.283447
	Iteration 36Q: 3 clusters Score -1.382032e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102960 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -13820271.000000 Penalty: 3795.283447
	Iteration 37Q: 3 clusters Score -1.382027e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103023 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -13820261.000000 Penalty: 3795.283447
	Iteration 38Q: 3 clusters Score -1.382026e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103089 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -13820279.000000 Penalty: 3795.283447
	Iteration 39Q: 3 clusters Score -1.382028e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103133 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -13820256.000000 Penalty: 3795.283447
	Iteration 40F: 3 clusters Score -1.382026e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103173 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -13820270.000000 Penalty: 3795.283447
	Iteration 41Q: 3 clusters Score -1.382027e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103217 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -13820278.000000 Penalty: 3795.283447
	Iteration 42Q: 3 clusters Score -1.382028e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103256 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -13820265.000000 Penalty: 3795.283447
	Iteration 43Q: 3 clusters Score -1.382026e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103286 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -13820249.000000 Penalty: 3795.283447
	Iteration 44Q: 3 clusters Score -1.382025e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103309 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -13820228.000000 Penalty: 3795.283447
	Iteration 45Q: 3 clusters Score -1.382023e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103324 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -13820226.000000 Penalty: 3795.283447
	Iteration 46Q: 3 clusters Score -1.382023e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103341 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -13820216.000000 Penalty: 3795.283447
	Iteration 47Q: 3 clusters Score -1.382022e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103358 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -13820223.000000 Penalty: 3795.283447
	Iteration 48Q: 3 clusters Score -1.382022e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103370 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -13820237.000000 Penalty: 3795.283447
	Iteration 49Q: 3 clusters Score -1.382024e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103388 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -13820231.000000 Penalty: 3795.283447
	Iteration 50Q: 3 clusters Score -1.382023e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103404 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -13820236.000000 Penalty: 3795.283447
	Iteration 51Q: 3 clusters Score -1.382024e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103417 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -13820236.000000 Penalty: 3795.283447
	Iteration 52Q: 3 clusters Score -1.382024e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103428 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -13820235.000000 Penalty: 3795.283447
	Iteration 53Q: 3 clusters Score -1.382024e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103437 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -13820230.000000 Penalty: 3795.283447
	Iteration 54Q: 3 clusters Score -1.382023e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103445 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -13820228.000000 Penalty: 3795.283447
	Iteration 55Q: 3 clusters Score -1.382023e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103455 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -13820220.000000 Penalty: 3795.283447
	Iteration 56Q: 3 clusters Score -1.382022e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103462 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -13820216.000000 Penalty: 3795.283447
	Iteration 57Q: 3 clusters Score -1.382022e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103468 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -13820215.000000 Penalty: 3795.283447
	Iteration 58Q: 3 clusters Score -1.382022e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103472 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -13820217.000000 Penalty: 3795.283447
	Iteration 59Q: 3 clusters Score -1.382022e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103472 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -13820217.000000 Penalty: 3795.283447
	Iteration 60F: 3 clusters Score -1.382022e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 200997 members 
Mstep: Class 3 contains 35563 members 
Mstep: Class 4 contains 832 members 
Mstep: Class 5 contains 33990 members 
Mstep: Class 6 contains 75859 members 
Mstep: Class 7 contains 106998 members 
Mstep: Class 8 contains 36726 members 
Mstep: Class 9 contains 32028 members 
Mstep: Class 10 contains 18484 members 
Mstep: Class 11 contains 102136 members 
Mstep: Class 12 contains 124270 members 
Mstep: Class 13 contains 4899 members 
Mstep: Class 14 contains 946 members 
Mstep: Class 15 contains 1620 members 
Mstep: Class 16 contains 112727 members 
Mstep: Class 17 contains 585 members 
Mstep: Class 18 contains 283 members 
Mstep: Class 19 contains 114938 members 
Mstep: Class 20 contains 20932 members 
Mstep: Class 21 contains 623 members 
Mstep: Class 22 contains 105716 members 
Mstep: Class 23 contains 12161 members 
Mstep: Class 24 contains 47705 members 
Mstep: Class 25 contains 99324 members 
Mstep: Class 26 contains 40740 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 927 members 
Mstep: Class 29 contains 3355 members 
Mstep: Class 30 contains 92807 members 
Mstep: Class 31 contains 224 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 103472 members 
Mstep: Class 34 contains 1128 members 
Mstep: Class 35 contains 426 members 
Mstep: Class 36 contains 353 members 
Mstep: Class 37 contains 99610 members 
Mstep: Class 38 contains 8103 members 
Mstep: Class 39 contains 1070 members 
Mstep: Class 40 contains 6271 members 
Mstep: Class 41 contains 52320 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 254 members 
Mstep: Class 44 contains 14452 members 
Entering Unmasked Estep 
Score: -194596928.000000 Penalty: 102670.492188
Splitting cluster 33 changes total score from -194549536.000000 to -194596928.000000
So it's getting split into cluster 44.
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 200997 members 
Mstep: Class 3 contains 35563 members 
Mstep: Class 4 contains 832 members 
Mstep: Class 5 contains 33990 members 
Mstep: Class 6 contains 75859 members 
Mstep: Class 7 contains 106998 members 
Mstep: Class 8 contains 36726 members 
Mstep: Class 9 contains 32028 members 
Mstep: Class 10 contains 18484 members 
Mstep: Class 11 contains 102136 members 
Mstep: Class 12 contains 124270 members 
Mstep: Class 13 contains 4899 members 
Mstep: Class 14 contains 946 members 
Mstep: Class 15 contains 1620 members 
Mstep: Class 16 contains 112727 members 
Mstep: Class 17 contains 585 members 
Mstep: Class 18 contains 283 members 
Mstep: Class 19 contains 114938 members 
Mstep: Class 20 contains 20932 members 
Mstep: Class 21 contains 623 members 
Mstep: Class 22 contains 105716 members 
Mstep: Class 23 contains 12161 members 
Mstep: Class 24 contains 47705 members 
Mstep: Class 25 contains 99324 members 
Mstep: Class 26 contains 40740 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 927 members 
Mstep: Class 29 contains 3355 members 
Mstep: Class 30 contains 92807 members 
Mstep: Class 31 contains 224 members 
Mstep: Class 32 contains 277 members 
Mstep: Class 33 contains 103472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194609728.000000 Penalty: 102670.492188
Iteration 79Q: 45 clusters Score -1.946097e+08 nChanged 40126
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 201432 members 
Mstep: Class 3 contains 36127 members 
Mstep: Class 4 contains 770 members 
Mstep: Class 5 contains 34402 members 
Mstep: Class 6 contains 75622 members 
Mstep: Class 7 contains 105070 members 
Mstep: Class 8 contains 36612 members 
Mstep: Class 9 contains 32064 members 
Mstep: Class 10 contains 18353 members 
Mstep: Class 11 contains 101136 members 
Mstep: Class 12 contains 122331 members 
Mstep: Class 13 contains 4909 members 
Mstep: Class 14 contains 953 members 
Mstep: Class 15 contains 1640 members 
Mstep: Class 16 contains 109858 members 
Mstep: Class 17 contains 598 members 
Mstep: Class 18 contains 287 members 
Mstep: Class 19 contains 112535 members 
Mstep: Class 20 contains 21432 members 
Mstep: Class 21 contains 757 members 
Mstep: Class 22 contains 105798 members 
Mstep: Class 23 contains 12238 members 
Mstep: Class 24 contains 50627 members 
Mstep: Class 25 contains 98768 members 
Mstep: Class 26 contains 40667 members 
Mstep: Class 27 contains 944 members 
Mstep: Class 28 contains 944 members 
Mstep: Class 29 contains 3528 members 
Mstep: Class 30 contains 101543 members 
Mstep: Class 31 contains 228 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 104651 members 
Mstep: Class 34 contains 1138 members 
Mstep: Class 35 contains 417 members 
Mstep: Class 36 contains 352 members 
Mstep: Class 37 contains 98559 members 
Mstep: Class 38 contains 8011 members 
Mstep: Class 39 contains 1054 members 
Mstep: Class 40 contains 6126 members 
Mstep: Class 41 contains 49828 members 
Mstep: Class 42 contains 452 members 
Mstep: Class 43 contains 258 members 
Mstep: Class 44 contains 14294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194623072.000000 Penalty: 102670.492188
Iteration 80F: 45 clusters Score -1.946231e+08 nChanged 39822
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 201089 members 
Mstep: Class 3 contains 35259 members 
Mstep: Class 4 contains 731 members 
Mstep: Class 5 contains 34715 members 
Mstep: Class 6 contains 75436 members 
Mstep: Class 7 contains 103704 members 
Mstep: Class 8 contains 36536 members 
Mstep: Class 9 contains 32086 members 
Mstep: Class 10 contains 18221 members 
Mstep: Class 11 contains 98359 members 
Mstep: Class 12 contains 118401 members 
Mstep: Class 13 contains 4831 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 1602 members 
Mstep: Class 16 contains 105590 members 
Mstep: Class 17 contains 590 members 
Mstep: Class 18 contains 280 members 
Mstep: Class 19 contains 107605 members 
Mstep: Class 20 contains 21547 members 
Mstep: Class 21 contains 784 members 
Mstep: Class 22 contains 104505 members 
Mstep: Class 23 contains 12214 members 
Mstep: Class 24 contains 52379 members 
Mstep: Class 25 contains 97821 members 
Mstep: Class 26 contains 40209 members 
Mstep: Class 27 contains 933 members 
Mstep: Class 28 contains 999 members 
Mstep: Class 29 contains 3469 members 
Mstep: Class 30 contains 108688 members 
Mstep: Class 31 contains 250 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 105614 members 
Mstep: Class 34 contains 1305 members 
Mstep: Class 35 contains 438 members 
Mstep: Class 36 contains 382 members 
Mstep: Class 37 contains 104811 members 
Mstep: Class 38 contains 8569 members 
Mstep: Class 39 contains 1150 members 
Mstep: Class 40 contains 6526 members 
Mstep: Class 41 contains 53273 members 
Mstep: Class 42 contains 471 members 
Mstep: Class 43 contains 266 members 
Mstep: Class 44 contains 14947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194631488.000000 Penalty: 102670.492188
Iteration 81Q: 45 clusters Score -1.946315e+08 nChanged 35953
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 200831 members 
Mstep: Class 3 contains 34441 members 
Mstep: Class 4 contains 721 members 
Mstep: Class 5 contains 35022 members 
Mstep: Class 6 contains 75265 members 
Mstep: Class 7 contains 102865 members 
Mstep: Class 8 contains 36525 members 
Mstep: Class 9 contains 32096 members 
Mstep: Class 10 contains 18102 members 
Mstep: Class 11 contains 96307 members 
Mstep: Class 12 contains 114663 members 
Mstep: Class 13 contains 4773 members 
Mstep: Class 14 contains 807 members 
Mstep: Class 15 contains 1603 members 
Mstep: Class 16 contains 100552 members 
Mstep: Class 17 contains 597 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 102223 members 
Mstep: Class 20 contains 21603 members 
Mstep: Class 21 contains 789 members 
Mstep: Class 22 contains 103386 members 
Mstep: Class 23 contains 12219 members 
Mstep: Class 24 contains 54916 members 
Mstep: Class 25 contains 97244 members 
Mstep: Class 26 contains 39842 members 
Mstep: Class 27 contains 930 members 
Mstep: Class 28 contains 1011 members 
Mstep: Class 29 contains 3437 members 
Mstep: Class 30 contains 116645 members 
Mstep: Class 31 contains 255 members 
Mstep: Class 32 contains 268 members 
Mstep: Class 33 contains 106337 members 
Mstep: Class 34 contains 1352 members 
Mstep: Class 35 contains 443 members 
Mstep: Class 36 contains 396 members 
Mstep: Class 37 contains 110000 members 
Mstep: Class 38 contains 8966 members 
Mstep: Class 39 contains 1171 members 
Mstep: Class 40 contains 6822 members 
Mstep: Class 41 contains 55972 members 
Mstep: Class 42 contains 471 members 
Mstep: Class 43 contains 268 members 
Mstep: Class 44 contains 15349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194635280.000000 Penalty: 102670.492188
Iteration 82Q: 45 clusters Score -1.946353e+08 nChanged 32900
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 200598 members 
Mstep: Class 3 contains 33534 members 
Mstep: Class 4 contains 714 members 
Mstep: Class 5 contains 35280 members 
Mstep: Class 6 contains 75121 members 
Mstep: Class 7 contains 102036 members 
Mstep: Class 8 contains 36510 members 
Mstep: Class 9 contains 32091 members 
Mstep: Class 10 contains 17992 members 
Mstep: Class 11 contains 94895 members 
Mstep: Class 12 contains 111290 members 
Mstep: Class 13 contains 4735 members 
Mstep: Class 14 contains 804 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 96576 members 
Mstep: Class 17 contains 608 members 
Mstep: Class 18 contains 273 members 
Mstep: Class 19 contains 97232 members 
Mstep: Class 20 contains 21613 members 
Mstep: Class 21 contains 790 members 
Mstep: Class 22 contains 102274 members 
Mstep: Class 23 contains 12213 members 
Mstep: Class 24 contains 57717 members 
Mstep: Class 25 contains 96933 members 
Mstep: Class 26 contains 39536 members 
Mstep: Class 27 contains 928 members 
Mstep: Class 28 contains 997 members 
Mstep: Class 29 contains 3397 members 
Mstep: Class 30 contains 123192 members 
Mstep: Class 31 contains 259 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 106640 members 
Mstep: Class 34 contains 1374 members 
Mstep: Class 35 contains 450 members 
Mstep: Class 36 contains 397 members 
Mstep: Class 37 contains 114801 members 
Mstep: Class 38 contains 9308 members 
Mstep: Class 39 contains 1184 members 
Mstep: Class 40 contains 7077 members 
Mstep: Class 41 contains 58148 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 264 members 
Mstep: Class 44 contains 15648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194635728.000000 Penalty: 102670.492188
Iteration 83Q: 45 clusters Score -1.946357e+08 nChanged 28645
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 200424 members 
Mstep: Class 3 contains 32767 members 
Mstep: Class 4 contains 709 members 
Mstep: Class 5 contains 35490 members 
Mstep: Class 6 contains 74993 members 
Mstep: Class 7 contains 101354 members 
Mstep: Class 8 contains 36482 members 
Mstep: Class 9 contains 32090 members 
Mstep: Class 10 contains 17878 members 
Mstep: Class 11 contains 93885 members 
Mstep: Class 12 contains 108239 members 
Mstep: Class 13 contains 4713 members 
Mstep: Class 14 contains 801 members 
Mstep: Class 15 contains 1628 members 
Mstep: Class 16 contains 93858 members 
Mstep: Class 17 contains 616 members 
Mstep: Class 18 contains 277 members 
Mstep: Class 19 contains 92926 members 
Mstep: Class 20 contains 21669 members 
Mstep: Class 21 contains 790 members 
Mstep: Class 22 contains 101134 members 
Mstep: Class 23 contains 12191 members 
Mstep: Class 24 contains 60311 members 
Mstep: Class 25 contains 96829 members 
Mstep: Class 26 contains 39243 members 
Mstep: Class 27 contains 924 members 
Mstep: Class 28 contains 987 members 
Mstep: Class 29 contains 3342 members 
Mstep: Class 30 contains 128465 members 
Mstep: Class 31 contains 259 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 106420 members 
Mstep: Class 34 contains 1385 members 
Mstep: Class 35 contains 449 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 118416 members 
Mstep: Class 38 contains 9618 members 
Mstep: Class 39 contains 1195 members 
Mstep: Class 40 contains 7298 members 
Mstep: Class 41 contains 60457 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 261 members 
Mstep: Class 44 contains 15896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194637248.000000 Penalty: 102670.492188
Iteration 84Q: 45 clusters Score -1.946372e+08 nChanged 23524
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 200250 members 
Mstep: Class 3 contains 32051 members 
Mstep: Class 4 contains 708 members 
Mstep: Class 5 contains 35689 members 
Mstep: Class 6 contains 74886 members 
Mstep: Class 7 contains 100451 members 
Mstep: Class 8 contains 36472 members 
Mstep: Class 9 contains 32083 members 
Mstep: Class 10 contains 17763 members 
Mstep: Class 11 contains 93013 members 
Mstep: Class 12 contains 105520 members 
Mstep: Class 13 contains 4695 members 
Mstep: Class 14 contains 796 members 
Mstep: Class 15 contains 1646 members 
Mstep: Class 16 contains 92285 members 
Mstep: Class 17 contains 627 members 
Mstep: Class 18 contains 278 members 
Mstep: Class 19 contains 90033 members 
Mstep: Class 20 contains 21700 members 
Mstep: Class 21 contains 791 members 
Mstep: Class 22 contains 99927 members 
Mstep: Class 23 contains 12170 members 
Mstep: Class 24 contains 62690 members 
Mstep: Class 25 contains 96750 members 
Mstep: Class 26 contains 38946 members 
Mstep: Class 27 contains 921 members 
Mstep: Class 28 contains 982 members 
Mstep: Class 29 contains 3289 members 
Mstep: Class 30 contains 132279 members 
Mstep: Class 31 contains 259 members 
Mstep: Class 32 contains 265 members 
Mstep: Class 33 contains 106317 members 
Mstep: Class 34 contains 1384 members 
Mstep: Class 35 contains 449 members 
Mstep: Class 36 contains 402 members 
Mstep: Class 37 contains 120818 members 
Mstep: Class 38 contains 9897 members 
Mstep: Class 39 contains 1202 members 
Mstep: Class 40 contains 7510 members 
Mstep: Class 41 contains 62814 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 262 members 
Mstep: Class 44 contains 16071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194635808.000000 Penalty: 102670.492188
Iteration 85Q: 45 clusters Score -1.946358e+08 nChanged 20138
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 200108 members 
Mstep: Class 3 contains 31235 members 
Mstep: Class 4 contains 707 members 
Mstep: Class 5 contains 35891 members 
Mstep: Class 6 contains 74782 members 
Mstep: Class 7 contains 99539 members 
Mstep: Class 8 contains 36459 members 
Mstep: Class 9 contains 32077 members 
Mstep: Class 10 contains 17646 members 
Mstep: Class 11 contains 92268 members 
Mstep: Class 12 contains 103001 members 
Mstep: Class 13 contains 4673 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 1665 members 
Mstep: Class 16 contains 91577 members 
Mstep: Class 17 contains 635 members 
Mstep: Class 18 contains 280 members 
Mstep: Class 19 contains 87940 members 
Mstep: Class 20 contains 21655 members 
Mstep: Class 21 contains 791 members 
Mstep: Class 22 contains 98649 members 
Mstep: Class 23 contains 12164 members 
Mstep: Class 24 contains 64908 members 
Mstep: Class 25 contains 96704 members 
Mstep: Class 26 contains 38677 members 
Mstep: Class 27 contains 921 members 
Mstep: Class 28 contains 979 members 
Mstep: Class 29 contains 3240 members 
Mstep: Class 30 contains 134912 members 
Mstep: Class 31 contains 259 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 106452 members 
Mstep: Class 34 contains 1387 members 
Mstep: Class 35 contains 446 members 
Mstep: Class 36 contains 405 members 
Mstep: Class 37 contains 122597 members 
Mstep: Class 38 contains 10129 members 
Mstep: Class 39 contains 1207 members 
Mstep: Class 40 contains 7696 members 
Mstep: Class 41 contains 65166 members 
Mstep: Class 42 contains 480 members 
Mstep: Class 43 contains 262 members 
Mstep: Class 44 contains 16209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194634976.000000 Penalty: 102670.492188
Iteration 86Q: 45 clusters Score -1.94635e+08 nChanged 17774
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 200014 members 
Mstep: Class 3 contains 30440 members 
Mstep: Class 4 contains 705 members 
Mstep: Class 5 contains 36078 members 
Mstep: Class 6 contains 74698 members 
Mstep: Class 7 contains 98631 members 
Mstep: Class 8 contains 36472 members 
Mstep: Class 9 contains 32064 members 
Mstep: Class 10 contains 17539 members 
Mstep: Class 11 contains 91675 members 
Mstep: Class 12 contains 100612 members 
Mstep: Class 13 contains 4661 members 
Mstep: Class 14 contains 790 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 91324 members 
Mstep: Class 17 contains 642 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 19 contains 86531 members 
Mstep: Class 20 contains 21605 members 
Mstep: Class 21 contains 792 members 
Mstep: Class 22 contains 97441 members 
Mstep: Class 23 contains 12155 members 
Mstep: Class 24 contains 66849 members 
Mstep: Class 25 contains 96623 members 
Mstep: Class 26 contains 38402 members 
Mstep: Class 27 contains 921 members 
Mstep: Class 28 contains 978 members 
Mstep: Class 29 contains 3196 members 
Mstep: Class 30 contains 136392 members 
Mstep: Class 31 contains 259 members 
Mstep: Class 32 contains 267 members 
Mstep: Class 33 contains 107109 members 
Mstep: Class 34 contains 1391 members 
Mstep: Class 35 contains 449 members 
Mstep: Class 36 contains 407 members 
Mstep: Class 37 contains 123848 members 
Mstep: Class 38 contains 10313 members 
Mstep: Class 39 contains 1211 members 
Mstep: Class 40 contains 7829 members 
Mstep: Class 41 contains 67486 members 
Mstep: Class 42 contains 479 members 
Mstep: Class 43 contains 261 members 
Mstep: Class 44 contains 16328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194633264.000000 Penalty: 102670.492188
Iteration 87Q: 45 clusters Score -1.946333e+08 nChanged 16686
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 199910 members 
Mstep: Class 3 contains 29699 members 
Mstep: Class 4 contains 703 members 
Mstep: Class 5 contains 36244 members 
Mstep: Class 6 contains 74609 members 
Mstep: Class 7 contains 97718 members 
Mstep: Class 8 contains 36511 members 
Mstep: Class 9 contains 32048 members 
Mstep: Class 10 contains 17441 members 
Mstep: Class 11 contains 91072 members 
Mstep: Class 12 contains 98501 members 
Mstep: Class 13 contains 4648 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 1709 members 
Mstep: Class 16 contains 91200 members 
Mstep: Class 17 contains 646 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 19 contains 85495 members 
Mstep: Class 20 contains 21546 members 
Mstep: Class 21 contains 792 members 
Mstep: Class 22 contains 96181 members 
Mstep: Class 23 contains 12160 members 
Mstep: Class 24 contains 68672 members 
Mstep: Class 25 contains 96577 members 
Mstep: Class 26 contains 38143 members 
Mstep: Class 27 contains 921 members 
Mstep: Class 28 contains 970 members 
Mstep: Class 29 contains 3163 members 
Mstep: Class 30 contains 137289 members 
Mstep: Class 31 contains 259 members 
Mstep: Class 32 contains 267 members 
Mstep: Class 33 contains 108043 members 
Mstep: Class 34 contains 1392 members 
Mstep: Class 35 contains 450 members 
Mstep: Class 36 contains 407 members 
Mstep: Class 37 contains 124609 members 
Mstep: Class 38 contains 10471 members 
Mstep: Class 39 contains 1218 members 
Mstep: Class 40 contains 7967 members 
Mstep: Class 41 contains 69931 members 
Mstep: Class 42 contains 479 members 
Mstep: Class 43 contains 261 members 
Mstep: Class 44 contains 16440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194634032.000000 Penalty: 102670.492188
Iteration 88Q: 45 clusters Score -1.94634e+08 nChanged 16353
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 199810 members 
Mstep: Class 3 contains 29016 members 
Mstep: Class 4 contains 702 members 
Mstep: Class 5 contains 36397 members 
Mstep: Class 6 contains 74545 members 
Mstep: Class 7 contains 96674 members 
Mstep: Class 8 contains 36573 members 
Mstep: Class 9 contains 32046 members 
Mstep: Class 10 contains 17360 members 
Mstep: Class 11 contains 90502 members 
Mstep: Class 12 contains 96643 members 
Mstep: Class 13 contains 4631 members 
Mstep: Class 14 contains 790 members 
Mstep: Class 15 contains 1721 members 
Mstep: Class 16 contains 91222 members 
Mstep: Class 17 contains 650 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 19 contains 84745 members 
Mstep: Class 20 contains 21489 members 
Mstep: Class 21 contains 792 members 
Mstep: Class 22 contains 94858 members 
Mstep: Class 23 contains 12154 members 
Mstep: Class 24 contains 70371 members 
Mstep: Class 25 contains 96533 members 
Mstep: Class 26 contains 37877 members 
Mstep: Class 27 contains 920 members 
Mstep: Class 28 contains 962 members 
Mstep: Class 29 contains 3138 members 
Mstep: Class 30 contains 137740 members 
Mstep: Class 31 contains 259 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 109123 members 
Mstep: Class 34 contains 1396 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 407 members 
Mstep: Class 37 contains 125079 members 
Mstep: Class 38 contains 10607 members 
Mstep: Class 39 contains 1227 members 
Mstep: Class 40 contains 8102 members 
Mstep: Class 41 contains 72488 members 
Mstep: Class 42 contains 479 members 
Mstep: Class 43 contains 261 members 
Mstep: Class 44 contains 16552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194634048.000000 Penalty: 102670.492188
Iteration 89Q: 45 clusters Score -1.94634e+08 nChanged 16011
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 199718 members 
Mstep: Class 3 contains 28301 members 
Mstep: Class 4 contains 700 members 
Mstep: Class 5 contains 36535 members 
Mstep: Class 6 contains 74487 members 
Mstep: Class 7 contains 95683 members 
Mstep: Class 8 contains 36644 members 
Mstep: Class 9 contains 32064 members 
Mstep: Class 10 contains 17308 members 
Mstep: Class 11 contains 89912 members 
Mstep: Class 12 contains 94980 members 
Mstep: Class 13 contains 4623 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 1746 members 
Mstep: Class 16 contains 91306 members 
Mstep: Class 17 contains 652 members 
Mstep: Class 18 contains 278 members 
Mstep: Class 19 contains 84138 members 
Mstep: Class 20 contains 21447 members 
Mstep: Class 21 contains 792 members 
Mstep: Class 22 contains 93487 members 
Mstep: Class 23 contains 12157 members 
Mstep: Class 24 contains 71919 members 
Mstep: Class 25 contains 96492 members 
Mstep: Class 26 contains 37593 members 
Mstep: Class 27 contains 917 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 3104 members 
Mstep: Class 30 contains 137979 members 
Mstep: Class 31 contains 259 members 
Mstep: Class 32 contains 267 members 
Mstep: Class 33 contains 110241 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 455 members 
Mstep: Class 36 contains 407 members 
Mstep: Class 37 contains 125389 members 
Mstep: Class 38 contains 10739 members 
Mstep: Class 39 contains 1234 members 
Mstep: Class 40 contains 8222 members 
Mstep: Class 41 contains 75098 members 
Mstep: Class 42 contains 479 members 
Mstep: Class 43 contains 260 members 
Mstep: Class 44 contains 16684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194634080.000000 Penalty: 102670.492188
Iteration 90Q: 45 clusters Score -1.946341e+08 nChanged 15828
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 199630 members 
Mstep: Class 3 contains 27592 members 
Mstep: Class 4 contains 699 members 
Mstep: Class 5 contains 36634 members 
Mstep: Class 6 contains 74460 members 
Mstep: Class 7 contains 94723 members 
Mstep: Class 8 contains 36740 members 
Mstep: Class 9 contains 32066 members 
Mstep: Class 10 contains 17247 members 
Mstep: Class 11 contains 89365 members 
Mstep: Class 12 contains 93424 members 
Mstep: Class 13 contains 4606 members 
Mstep: Class 14 contains 793 members 
Mstep: Class 15 contains 1763 members 
Mstep: Class 16 contains 91405 members 
Mstep: Class 17 contains 652 members 
Mstep: Class 18 contains 278 members 
Mstep: Class 19 contains 83863 members 
Mstep: Class 20 contains 21391 members 
Mstep: Class 21 contains 793 members 
Mstep: Class 22 contains 92143 members 
Mstep: Class 23 contains 12160 members 
Mstep: Class 24 contains 73417 members 
Mstep: Class 25 contains 96439 members 
Mstep: Class 26 contains 37316 members 
Mstep: Class 27 contains 914 members 
Mstep: Class 28 contains 945 members 
Mstep: Class 29 contains 3064 members 
Mstep: Class 30 contains 137973 members 
Mstep: Class 31 contains 259 members 
Mstep: Class 32 contains 267 members 
Mstep: Class 33 contains 111367 members 
Mstep: Class 34 contains 1399 members 
Mstep: Class 35 contains 457 members 
Mstep: Class 36 contains 407 members 
Mstep: Class 37 contains 125510 members 
Mstep: Class 38 contains 10873 members 
Mstep: Class 39 contains 1243 members 
Mstep: Class 40 contains 8322 members 
Mstep: Class 41 contains 77696 members 
Mstep: Class 42 contains 479 members 
Mstep: Class 43 contains 259 members 
Mstep: Class 44 contains 16808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194633472.000000 Penalty: 102670.492188
Iteration 91Q: 45 clusters Score -1.946335e+08 nChanged 15757
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 199526 members 
Mstep: Class 3 contains 26912 members 
Mstep: Class 4 contains 699 members 
Mstep: Class 5 contains 36710 members 
Mstep: Class 6 contains 74459 members 
Mstep: Class 7 contains 93605 members 
Mstep: Class 8 contains 36838 members 
Mstep: Class 9 contains 32078 members 
Mstep: Class 10 contains 17220 members 
Mstep: Class 11 contains 88890 members 
Mstep: Class 12 contains 92061 members 
Mstep: Class 13 contains 4587 members 
Mstep: Class 14 contains 797 members 
Mstep: Class 15 contains 1770 members 
Mstep: Class 16 contains 91459 members 
Mstep: Class 17 contains 653 members 
Mstep: Class 18 contains 277 members 
Mstep: Class 19 contains 83722 members 
Mstep: Class 20 contains 21319 members 
Mstep: Class 21 contains 794 members 
Mstep: Class 22 contains 90806 members 
Mstep: Class 23 contains 12134 members 
Mstep: Class 24 contains 74995 members 
Mstep: Class 25 contains 96385 members 
Mstep: Class 26 contains 37039 members 
Mstep: Class 27 contains 912 members 
Mstep: Class 28 contains 936 members 
Mstep: Class 29 contains 3030 members 
Mstep: Class 30 contains 137927 members 
Mstep: Class 31 contains 259 members 
Mstep: Class 32 contains 267 members 
Mstep: Class 33 contains 112362 members 
Mstep: Class 34 contains 1402 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 125469 members 
Mstep: Class 38 contains 10991 members 
Mstep: Class 39 contains 1248 members 
Mstep: Class 40 contains 8425 members 
Mstep: Class 41 contains 80330 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 258 members 
Mstep: Class 44 contains 16939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194633856.000000 Penalty: 102670.492188
Iteration 92Q: 45 clusters Score -1.946339e+08 nChanged 15537
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 199433 members 
Mstep: Class 3 contains 26265 members 
Mstep: Class 4 contains 700 members 
Mstep: Class 5 contains 36801 members 
Mstep: Class 6 contains 74465 members 
Mstep: Class 7 contains 92530 members 
Mstep: Class 8 contains 36932 members 
Mstep: Class 9 contains 32087 members 
Mstep: Class 10 contains 17187 members 
Mstep: Class 11 contains 88530 members 
Mstep: Class 12 contains 90782 members 
Mstep: Class 13 contains 4570 members 
Mstep: Class 14 contains 798 members 
Mstep: Class 15 contains 1779 members 
Mstep: Class 16 contains 91613 members 
Mstep: Class 17 contains 651 members 
Mstep: Class 18 contains 276 members 
Mstep: Class 19 contains 83668 members 
Mstep: Class 20 contains 21209 members 
Mstep: Class 21 contains 795 members 
Mstep: Class 22 contains 89406 members 
Mstep: Class 23 contains 12133 members 
Mstep: Class 24 contains 76383 members 
Mstep: Class 25 contains 96349 members 
Mstep: Class 26 contains 36778 members 
Mstep: Class 27 contains 909 members 
Mstep: Class 28 contains 925 members 
Mstep: Class 29 contains 3002 members 
Mstep: Class 30 contains 137892 members 
Mstep: Class 31 contains 259 members 
Mstep: Class 32 contains 267 members 
Mstep: Class 33 contains 113183 members 
Mstep: Class 34 contains 1408 members 
Mstep: Class 35 contains 460 members 
Mstep: Class 36 contains 405 members 
Mstep: Class 37 contains 125358 members 
Mstep: Class 38 contains 11091 members 
Mstep: Class 39 contains 1254 members 
Mstep: Class 40 contains 8519 members 
Mstep: Class 41 contains 83005 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 258 members 
Mstep: Class 44 contains 17022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194635488.000000 Penalty: 102670.492188
Iteration 93Q: 45 clusters Score -1.946355e+08 nChanged 15015
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 199343 members 
Mstep: Class 3 contains 25734 members 
Mstep: Class 4 contains 698 members 
Mstep: Class 5 contains 36936 members 
Mstep: Class 6 contains 74482 members 
Mstep: Class 7 contains 91571 members 
Mstep: Class 8 contains 37025 members 
Mstep: Class 9 contains 32084 members 
Mstep: Class 10 contains 17168 members 
Mstep: Class 11 contains 88429 members 
Mstep: Class 12 contains 89596 members 
Mstep: Class 13 contains 4550 members 
Mstep: Class 14 contains 799 members 
Mstep: Class 15 contains 1795 members 
Mstep: Class 16 contains 91823 members 
Mstep: Class 17 contains 653 members 
Mstep: Class 18 contains 276 members 
Mstep: Class 19 contains 83635 members 
Mstep: Class 20 contains 21186 members 
Mstep: Class 21 contains 796 members 
Mstep: Class 22 contains 87941 members 
Mstep: Class 23 contains 12129 members 
Mstep: Class 24 contains 77647 members 
Mstep: Class 25 contains 96335 members 
Mstep: Class 26 contains 36549 members 
Mstep: Class 27 contains 910 members 
Mstep: Class 28 contains 923 members 
Mstep: Class 29 contains 2973 members 
Mstep: Class 30 contains 137351 members 
Mstep: Class 31 contains 259 members 
Mstep: Class 32 contains 267 members 
Mstep: Class 33 contains 113870 members 
Mstep: Class 34 contains 1407 members 
Mstep: Class 35 contains 462 members 
Mstep: Class 36 contains 404 members 
Mstep: Class 37 contains 125090 members 
Mstep: Class 38 contains 11179 members 
Mstep: Class 39 contains 1255 members 
Mstep: Class 40 contains 8584 members 
Mstep: Class 41 contains 85837 members 
Mstep: Class 42 contains 477 members 
Mstep: Class 43 contains 258 members 
Mstep: Class 44 contains 17106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194636608.000000 Penalty: 102670.492188
Iteration 94Q: 45 clusters Score -1.946366e+08 nChanged 15346
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 199254 members 
Mstep: Class 3 contains 25321 members 
Mstep: Class 4 contains 697 members 
Mstep: Class 5 contains 37059 members 
Mstep: Class 6 contains 74507 members 
Mstep: Class 7 contains 90752 members 
Mstep: Class 8 contains 37153 members 
Mstep: Class 9 contains 32087 members 
Mstep: Class 10 contains 17140 members 
Mstep: Class 11 contains 88526 members 
Mstep: Class 12 contains 88565 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 799 members 
Mstep: Class 15 contains 1816 members 
Mstep: Class 16 contains 91976 members 
Mstep: Class 17 contains 655 members 
Mstep: Class 18 contains 276 members 
Mstep: Class 19 contains 83666 members 
Mstep: Class 20 contains 21319 members 
Mstep: Class 21 contains 796 members 
Mstep: Class 22 contains 86475 members 
Mstep: Class 23 contains 12119 members 
Mstep: Class 24 contains 78757 members 
Mstep: Class 25 contains 96402 members 
Mstep: Class 26 contains 36349 members 
Mstep: Class 27 contains 910 members 
Mstep: Class 28 contains 920 members 
Mstep: Class 29 contains 2942 members 
Mstep: Class 30 contains 135919 members 
Mstep: Class 31 contains 259 members 
Mstep: Class 32 contains 267 members 
Mstep: Class 33 contains 114364 members 
Mstep: Class 34 contains 1409 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 404 members 
Mstep: Class 37 contains 124856 members 
Mstep: Class 38 contains 11280 members 
Mstep: Class 39 contains 1259 members 
Mstep: Class 40 contains 8617 members 
Mstep: Class 41 contains 88951 members 
Mstep: Class 42 contains 477 members 
Mstep: Class 43 contains 258 members 
Mstep: Class 44 contains 17200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194638672.000000 Penalty: 102670.492188
Iteration 95Q: 45 clusters Score -1.946387e+08 nChanged 15826
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 199183 members 
Mstep: Class 3 contains 25033 members 
Mstep: Class 4 contains 696 members 
Mstep: Class 5 contains 37176 members 
Mstep: Class 6 contains 74516 members 
Mstep: Class 7 contains 90167 members 
Mstep: Class 8 contains 37288 members 
Mstep: Class 9 contains 32089 members 
Mstep: Class 10 contains 17128 members 
Mstep: Class 11 contains 88785 members 
Mstep: Class 12 contains 87623 members 
Mstep: Class 13 contains 4520 members 
Mstep: Class 14 contains 799 members 
Mstep: Class 15 contains 1824 members 
Mstep: Class 16 contains 92057 members 
Mstep: Class 17 contains 657 members 
Mstep: Class 18 contains 276 members 
Mstep: Class 19 contains 83561 members 
Mstep: Class 20 contains 21523 members 
Mstep: Class 21 contains 798 members 
Mstep: Class 22 contains 85018 members 
Mstep: Class 23 contains 12095 members 
Mstep: Class 24 contains 79520 members 
Mstep: Class 25 contains 96510 members 
Mstep: Class 26 contains 36129 members 
Mstep: Class 27 contains 909 members 
Mstep: Class 28 contains 920 members 
Mstep: Class 29 contains 2924 members 
Mstep: Class 30 contains 133932 members 
Mstep: Class 31 contains 259 members 
Mstep: Class 32 contains 267 members 
Mstep: Class 33 contains 114731 members 
Mstep: Class 34 contains 1407 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 404 members 
Mstep: Class 37 contains 124819 members 
Mstep: Class 38 contains 11370 members 
Mstep: Class 39 contains 1260 members 
Mstep: Class 40 contains 8657 members 
Mstep: Class 41 contains 92409 members 
Mstep: Class 42 contains 476 members 
Mstep: Class 43 contains 258 members 
Mstep: Class 44 contains 17285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194639728.000000 Penalty: 102670.492188
Iteration 96Q: 45 clusters Score -1.946397e+08 nChanged 17045
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 199131 members 
Mstep: Class 3 contains 24819 members 
Mstep: Class 4 contains 697 members 
Mstep: Class 5 contains 37262 members 
Mstep: Class 6 contains 74511 members 
Mstep: Class 7 contains 89736 members 
Mstep: Class 8 contains 37414 members 
Mstep: Class 9 contains 32097 members 
Mstep: Class 10 contains 17112 members 
Mstep: Class 11 contains 89106 members 
Mstep: Class 12 contains 86720 members 
Mstep: Class 13 contains 4509 members 
Mstep: Class 14 contains 799 members 
Mstep: Class 15 contains 1832 members 
Mstep: Class 16 contains 92181 members 
Mstep: Class 17 contains 660 members 
Mstep: Class 18 contains 276 members 
Mstep: Class 19 contains 83364 members 
Mstep: Class 20 contains 21764 members 
Mstep: Class 21 contains 798 members 
Mstep: Class 22 contains 83570 members 
Mstep: Class 23 contains 12076 members 
Mstep: Class 24 contains 79944 members 
Mstep: Class 25 contains 96660 members 
Mstep: Class 26 contains 35928 members 
Mstep: Class 27 contains 908 members 
Mstep: Class 28 contains 918 members 
Mstep: Class 29 contains 2914 members 
Mstep: Class 30 contains 131334 members 
Mstep: Class 31 contains 259 members 
Mstep: Class 32 contains 267 members 
Mstep: Class 33 contains 115041 members 
Mstep: Class 34 contains 1403 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 404 members 
Mstep: Class 37 contains 125230 members 
Mstep: Class 38 contains 11447 members 
Mstep: Class 39 contains 1261 members 
Mstep: Class 40 contains 8690 members 
Mstep: Class 41 contains 96088 members 
Mstep: Class 42 contains 476 members 
Mstep: Class 43 contains 258 members 
Mstep: Class 44 contains 17356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194640480.000000 Penalty: 102670.492188
Iteration 97Q: 45 clusters Score -1.946405e+08 nChanged 18365
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 199072 members 
Mstep: Class 3 contains 24679 members 
Mstep: Class 4 contains 697 members 
Mstep: Class 5 contains 37325 members 
Mstep: Class 6 contains 74511 members 
Mstep: Class 7 contains 89559 members 
Mstep: Class 8 contains 37534 members 
Mstep: Class 9 contains 32096 members 
Mstep: Class 10 contains 17102 members 
Mstep: Class 11 contains 89485 members 
Mstep: Class 12 contains 85945 members 
Mstep: Class 13 contains 4501 members 
Mstep: Class 14 contains 798 members 
Mstep: Class 15 contains 1848 members 
Mstep: Class 16 contains 92235 members 
Mstep: Class 17 contains 662 members 
Mstep: Class 18 contains 276 members 
Mstep: Class 19 contains 82916 members 
Mstep: Class 20 contains 22069 members 
Mstep: Class 21 contains 798 members 
Mstep: Class 22 contains 82194 members 
Mstep: Class 23 contains 12067 members 
Mstep: Class 24 contains 79894 members 
Mstep: Class 25 contains 96797 members 
Mstep: Class 26 contains 35771 members 
Mstep: Class 27 contains 907 members 
Mstep: Class 28 contains 918 members 
Mstep: Class 29 contains 2898 members 
Mstep: Class 30 contains 128289 members 
Mstep: Class 31 contains 259 members 
Mstep: Class 32 contains 267 members 
Mstep: Class 33 contains 115334 members 
Mstep: Class 34 contains 1402 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 404 members 
Mstep: Class 37 contains 126109 members 
Mstep: Class 38 contains 11513 members 
Mstep: Class 39 contains 1262 members 
Mstep: Class 40 contains 8704 members 
Mstep: Class 41 contains 99971 members 
Mstep: Class 42 contains 476 members 
Mstep: Class 43 contains 258 members 
Mstep: Class 44 contains 17386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194640656.000000 Penalty: 102670.492188
Iteration 98Q: 45 clusters Score -1.946407e+08 nChanged 19439
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 199002 members 
Mstep: Class 3 contains 24628 members 
Mstep: Class 4 contains 697 members 
Mstep: Class 5 contains 37406 members 
Mstep: Class 6 contains 74511 members 
Mstep: Class 7 contains 89693 members 
Mstep: Class 8 contains 37653 members 
Mstep: Class 9 contains 32093 members 
Mstep: Class 10 contains 17098 members 
Mstep: Class 11 contains 89909 members 
Mstep: Class 12 contains 85289 members 
Mstep: Class 13 contains 4486 members 
Mstep: Class 14 contains 798 members 
Mstep: Class 15 contains 1866 members 
Mstep: Class 16 contains 92165 members 
Mstep: Class 17 contains 663 members 
Mstep: Class 18 contains 276 members 
Mstep: Class 19 contains 82343 members 
Mstep: Class 20 contains 22457 members 
Mstep: Class 21 contains 798 members 
Mstep: Class 22 contains 80846 members 
Mstep: Class 23 contains 12048 members 
Mstep: Class 24 contains 79505 members 
Mstep: Class 25 contains 96972 members 
Mstep: Class 26 contains 35607 members 
Mstep: Class 27 contains 906 members 
Mstep: Class 28 contains 917 members 
Mstep: Class 29 contains 2879 members 
Mstep: Class 30 contains 124723 members 
Mstep: Class 31 contains 259 members 
Mstep: Class 32 contains 267 members 
Mstep: Class 33 contains 115603 members 
Mstep: Class 34 contains 1404 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 404 members 
Mstep: Class 37 contains 127141 members 
Mstep: Class 38 contains 11569 members 
Mstep: Class 39 contains 1262 members 
Mstep: Class 40 contains 8734 members 
Mstep: Class 41 contains 104144 members 
Mstep: Class 42 contains 476 members 
Mstep: Class 43 contains 258 members 
Mstep: Class 44 contains 17414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194640304.000000 Penalty: 102670.492188
Iteration 99Q: 45 clusters Score -1.946403e+08 nChanged 20215
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 198924 members 
Mstep: Class 3 contains 24616 members 
Mstep: Class 4 contains 698 members 
Mstep: Class 5 contains 37495 members 
Mstep: Class 6 contains 74526 members 
Mstep: Class 7 contains 90086 members 
Mstep: Class 8 contains 37781 members 
Mstep: Class 9 contains 32091 members 
Mstep: Class 10 contains 17084 members 
Mstep: Class 11 contains 90311 members 
Mstep: Class 12 contains 84725 members 
Mstep: Class 13 contains 4475 members 
Mstep: Class 14 contains 798 members 
Mstep: Class 15 contains 1884 members 
Mstep: Class 16 contains 91908 members 
Mstep: Class 17 contains 668 members 
Mstep: Class 18 contains 276 members 
Mstep: Class 19 contains 81188 members 
Mstep: Class 20 contains 22854 members 
Mstep: Class 21 contains 798 members 
Mstep: Class 22 contains 79503 members 
Mstep: Class 23 contains 12038 members 
Mstep: Class 24 contains 78877 members 
Mstep: Class 25 contains 97127 members 
Mstep: Class 26 contains 35447 members 
Mstep: Class 27 contains 906 members 
Mstep: Class 28 contains 917 members 
Mstep: Class 29 contains 2862 members 
Mstep: Class 30 contains 121417 members 
Mstep: Class 31 contains 259 members 
Mstep: Class 32 contains 267 members 
Mstep: Class 33 contains 115905 members 
Mstep: Class 34 contains 1402 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 404 members 
Mstep: Class 37 contains 128408 members 
Mstep: Class 38 contains 11621 members 
Mstep: Class 39 contains 1263 members 
Mstep: Class 40 contains 8752 members 
Mstep: Class 41 contains 108387 members 
Mstep: Class 42 contains 476 members 
Mstep: Class 43 contains 258 members 
Mstep: Class 44 contains 17434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194639104.000000 Penalty: 102670.492188
Iteration 100F: 45 clusters Score -1.946391e+08 nChanged 23936
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 198850 members 
Mstep: Class 3 contains 24654 members 
Mstep: Class 4 contains 698 members 
Mstep: Class 5 contains 37590 members 
Mstep: Class 6 contains 74552 members 
Mstep: Class 7 contains 88602 members 
Mstep: Class 8 contains 37913 members 
Mstep: Class 9 contains 32089 members 
Mstep: Class 10 contains 17068 members 
Mstep: Class 11 contains 90617 members 
Mstep: Class 12 contains 84145 members 
Mstep: Class 13 contains 4455 members 
Mstep: Class 14 contains 782 members 
Mstep: Class 15 contains 1892 members 
Mstep: Class 16 contains 91597 members 
Mstep: Class 17 contains 671 members 
Mstep: Class 18 contains 284 members 
Mstep: Class 19 contains 79504 members 
Mstep: Class 20 contains 23227 members 
Mstep: Class 21 contains 798 members 
Mstep: Class 22 contains 78043 members 
Mstep: Class 23 contains 12034 members 
Mstep: Class 24 contains 80471 members 
Mstep: Class 25 contains 97268 members 
Mstep: Class 26 contains 35270 members 
Mstep: Class 27 contains 905 members 
Mstep: Class 28 contains 930 members 
Mstep: Class 29 contains 2842 members 
Mstep: Class 30 contains 117621 members 
Mstep: Class 31 contains 263 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 116174 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 405 members 
Mstep: Class 37 contains 130051 members 
Mstep: Class 38 contains 11682 members 
Mstep: Class 39 contains 1267 members 
Mstep: Class 40 contains 8787 members 
Mstep: Class 41 contains 113206 members 
Mstep: Class 42 contains 476 members 
Mstep: Class 43 contains 257 members 
Mstep: Class 44 contains 17454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194640000.000000 Penalty: 102670.492188
Iteration 101Q: 45 clusters Score -1.9464e+08 nChanged 22009
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 198783 members 
Mstep: Class 3 contains 24585 members 
Mstep: Class 4 contains 696 members 
Mstep: Class 5 contains 37666 members 
Mstep: Class 6 contains 74593 members 
Mstep: Class 7 contains 87023 members 
Mstep: Class 8 contains 38027 members 
Mstep: Class 9 contains 32086 members 
Mstep: Class 10 contains 17042 members 
Mstep: Class 11 contains 90854 members 
Mstep: Class 12 contains 83655 members 
Mstep: Class 13 contains 4433 members 
Mstep: Class 14 contains 778 members 
Mstep: Class 15 contains 1898 members 
Mstep: Class 16 contains 91328 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 292 members 
Mstep: Class 19 contains 77741 members 
Mstep: Class 20 contains 23433 members 
Mstep: Class 21 contains 798 members 
Mstep: Class 22 contains 76635 members 
Mstep: Class 23 contains 12033 members 
Mstep: Class 24 contains 81939 members 
Mstep: Class 25 contains 97360 members 
Mstep: Class 26 contains 35079 members 
Mstep: Class 27 contains 903 members 
Mstep: Class 28 contains 933 members 
Mstep: Class 29 contains 2833 members 
Mstep: Class 30 contains 115373 members 
Mstep: Class 31 contains 268 members 
Mstep: Class 32 contains 261 members 
Mstep: Class 33 contains 116328 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 411 members 
Mstep: Class 37 contains 131312 members 
Mstep: Class 38 contains 11739 members 
Mstep: Class 39 contains 1271 members 
Mstep: Class 40 contains 8818 members 
Mstep: Class 41 contains 117485 members 
Mstep: Class 42 contains 475 members 
Mstep: Class 43 contains 241 members 
Mstep: Class 44 contains 17467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194638272.000000 Penalty: 102670.492188
Iteration 102Q: 45 clusters Score -1.946383e+08 nChanged 21955
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 198712 members 
Mstep: Class 3 contains 24611 members 
Mstep: Class 4 contains 698 members 
Mstep: Class 5 contains 37731 members 
Mstep: Class 6 contains 74619 members 
Mstep: Class 7 contains 85387 members 
Mstep: Class 8 contains 38131 members 
Mstep: Class 9 contains 32081 members 
Mstep: Class 10 contains 17019 members 
Mstep: Class 11 contains 91167 members 
Mstep: Class 12 contains 83289 members 
Mstep: Class 13 contains 4413 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 1901 members 
Mstep: Class 16 contains 90935 members 
Mstep: Class 17 contains 674 members 
Mstep: Class 18 contains 289 members 
Mstep: Class 19 contains 75570 members 
Mstep: Class 20 contains 23686 members 
Mstep: Class 21 contains 798 members 
Mstep: Class 22 contains 75203 members 
Mstep: Class 23 contains 12037 members 
Mstep: Class 24 contains 83483 members 
Mstep: Class 25 contains 97482 members 
Mstep: Class 26 contains 34910 members 
Mstep: Class 27 contains 902 members 
Mstep: Class 28 contains 935 members 
Mstep: Class 29 contains 2825 members 
Mstep: Class 30 contains 113683 members 
Mstep: Class 31 contains 269 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 116468 members 
Mstep: Class 34 contains 1398 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 416 members 
Mstep: Class 37 contains 132343 members 
Mstep: Class 38 contains 11780 members 
Mstep: Class 39 contains 1272 members 
Mstep: Class 40 contains 8840 members 
Mstep: Class 41 contains 121676 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 236 members 
Mstep: Class 44 contains 17492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194635568.000000 Penalty: 102670.492188
Iteration 103Q: 45 clusters Score -1.946356e+08 nChanged 20172
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 198676 members 
Mstep: Class 3 contains 24616 members 
Mstep: Class 4 contains 698 members 
Mstep: Class 5 contains 37800 members 
Mstep: Class 6 contains 74654 members 
Mstep: Class 7 contains 84076 members 
Mstep: Class 8 contains 38217 members 
Mstep: Class 9 contains 32088 members 
Mstep: Class 10 contains 16997 members 
Mstep: Class 11 contains 91492 members 
Mstep: Class 12 contains 83012 members 
Mstep: Class 13 contains 4401 members 
Mstep: Class 14 contains 773 members 
Mstep: Class 15 contains 1904 members 
Mstep: Class 16 contains 90704 members 
Mstep: Class 17 contains 675 members 
Mstep: Class 18 contains 293 members 
Mstep: Class 19 contains 73215 members 
Mstep: Class 20 contains 23946 members 
Mstep: Class 21 contains 798 members 
Mstep: Class 22 contains 73760 members 
Mstep: Class 23 contains 12028 members 
Mstep: Class 24 contains 84973 members 
Mstep: Class 25 contains 97589 members 
Mstep: Class 26 contains 34730 members 
Mstep: Class 27 contains 901 members 
Mstep: Class 28 contains 936 members 
Mstep: Class 29 contains 2822 members 
Mstep: Class 30 contains 112916 members 
Mstep: Class 31 contains 269 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 116468 members 
Mstep: Class 34 contains 1401 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 416 members 
Mstep: Class 37 contains 132744 members 
Mstep: Class 38 contains 11817 members 
Mstep: Class 39 contains 1274 members 
Mstep: Class 40 contains 8856 members 
Mstep: Class 41 contains 125389 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 232 members 
Mstep: Class 44 contains 17481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194634960.000000 Penalty: 102670.492188
Iteration 104Q: 45 clusters Score -1.94635e+08 nChanged 17810
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 198652 members 
Mstep: Class 3 contains 24580 members 
Mstep: Class 4 contains 699 members 
Mstep: Class 5 contains 37858 members 
Mstep: Class 6 contains 74704 members 
Mstep: Class 7 contains 83268 members 
Mstep: Class 8 contains 38323 members 
Mstep: Class 9 contains 32091 members 
Mstep: Class 10 contains 16976 members 
Mstep: Class 11 contains 91795 members 
Mstep: Class 12 contains 82861 members 
Mstep: Class 13 contains 4389 members 
Mstep: Class 14 contains 772 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 90724 members 
Mstep: Class 17 contains 675 members 
Mstep: Class 18 contains 297 members 
Mstep: Class 19 contains 70914 members 
Mstep: Class 20 contains 24239 members 
Mstep: Class 21 contains 798 members 
Mstep: Class 22 contains 72242 members 
Mstep: Class 23 contains 12015 members 
Mstep: Class 24 contains 86592 members 
Mstep: Class 25 contains 97696 members 
Mstep: Class 26 contains 34543 members 
Mstep: Class 27 contains 901 members 
Mstep: Class 28 contains 937 members 
Mstep: Class 29 contains 2814 members 
Mstep: Class 30 contains 112843 members 
Mstep: Class 31 contains 269 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 116320 members 
Mstep: Class 34 contains 1403 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 415 members 
Mstep: Class 37 contains 132460 members 
Mstep: Class 38 contains 11848 members 
Mstep: Class 39 contains 1275 members 
Mstep: Class 40 contains 8878 members 
Mstep: Class 41 contains 128296 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 228 members 
Mstep: Class 44 contains 17453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194634592.000000 Penalty: 102670.492188
Iteration 105Q: 45 clusters Score -1.946346e+08 nChanged 16522
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 198652 members 
Mstep: Class 3 contains 24549 members 
Mstep: Class 4 contains 699 members 
Mstep: Class 5 contains 37933 members 
Mstep: Class 6 contains 74738 members 
Mstep: Class 7 contains 82806 members 
Mstep: Class 8 contains 38419 members 
Mstep: Class 9 contains 32092 members 
Mstep: Class 10 contains 16954 members 
Mstep: Class 11 contains 92065 members 
Mstep: Class 12 contains 82765 members 
Mstep: Class 13 contains 4380 members 
Mstep: Class 14 contains 771 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 90922 members 
Mstep: Class 17 contains 675 members 
Mstep: Class 18 contains 299 members 
Mstep: Class 19 contains 68736 members 
Mstep: Class 20 contains 24596 members 
Mstep: Class 21 contains 798 members 
Mstep: Class 22 contains 70617 members 
Mstep: Class 23 contains 12007 members 
Mstep: Class 24 contains 88344 members 
Mstep: Class 25 contains 97871 members 
Mstep: Class 26 contains 34347 members 
Mstep: Class 27 contains 901 members 
Mstep: Class 28 contains 939 members 
Mstep: Class 29 contains 2804 members 
Mstep: Class 30 contains 113252 members 
Mstep: Class 31 contains 268 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 116028 members 
Mstep: Class 34 contains 1403 members 
Mstep: Class 35 contains 463 members 
Mstep: Class 36 contains 416 members 
Mstep: Class 37 contains 131760 members 
Mstep: Class 38 contains 11882 members 
Mstep: Class 39 contains 1276 members 
Mstep: Class 40 contains 8908 members 
Mstep: Class 41 contains 130447 members 
Mstep: Class 42 contains 471 members 
Mstep: Class 43 contains 225 members 
Mstep: Class 44 contains 17411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194634176.000000 Penalty: 102670.492188
Iteration 106Q: 45 clusters Score -1.946342e+08 nChanged 15389
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 198657 members 
Mstep: Class 3 contains 24523 members 
Mstep: Class 4 contains 699 members 
Mstep: Class 5 contains 37998 members 
Mstep: Class 6 contains 74751 members 
Mstep: Class 7 contains 82362 members 
Mstep: Class 8 contains 38491 members 
Mstep: Class 9 contains 32103 members 
Mstep: Class 10 contains 16930 members 
Mstep: Class 11 contains 92324 members 
Mstep: Class 12 contains 82702 members 
Mstep: Class 13 contains 4382 members 
Mstep: Class 14 contains 771 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 91309 members 
Mstep: Class 17 contains 675 members 
Mstep: Class 18 contains 299 members 
Mstep: Class 19 contains 66878 members 
Mstep: Class 20 contains 24937 members 
Mstep: Class 21 contains 798 members 
Mstep: Class 22 contains 68993 members 
Mstep: Class 23 contains 12002 members 
Mstep: Class 24 contains 90140 members 
Mstep: Class 25 contains 98058 members 
Mstep: Class 26 contains 34140 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 939 members 
Mstep: Class 29 contains 2795 members 
Mstep: Class 30 contains 113687 members 
Mstep: Class 31 contains 267 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 115567 members 
Mstep: Class 34 contains 1404 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 416 members 
Mstep: Class 37 contains 131254 members 
Mstep: Class 38 contains 11918 members 
Mstep: Class 39 contains 1275 members 
Mstep: Class 40 contains 8926 members 
Mstep: Class 41 contains 131960 members 
Mstep: Class 42 contains 471 members 
Mstep: Class 43 contains 223 members 
Mstep: Class 44 contains 17370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194633296.000000 Penalty: 102670.492188
Iteration 107Q: 45 clusters Score -1.946333e+08 nChanged 14447
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 198648 members 
Mstep: Class 3 contains 24505 members 
Mstep: Class 4 contains 700 members 
Mstep: Class 5 contains 38083 members 
Mstep: Class 6 contains 74768 members 
Mstep: Class 7 contains 82044 members 
Mstep: Class 8 contains 38535 members 
Mstep: Class 9 contains 32121 members 
Mstep: Class 10 contains 16903 members 
Mstep: Class 11 contains 92550 members 
Mstep: Class 12 contains 82666 members 
Mstep: Class 13 contains 4375 members 
Mstep: Class 14 contains 772 members 
Mstep: Class 15 contains 1918 members 
Mstep: Class 16 contains 91925 members 
Mstep: Class 17 contains 676 members 
Mstep: Class 18 contains 299 members 
Mstep: Class 19 contains 65258 members 
Mstep: Class 20 contains 25332 members 
Mstep: Class 21 contains 798 members 
Mstep: Class 22 contains 67366 members 
Mstep: Class 23 contains 11988 members 
Mstep: Class 24 contains 92030 members 
Mstep: Class 25 contains 98246 members 
Mstep: Class 26 contains 33966 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 937 members 
Mstep: Class 29 contains 2787 members 
Mstep: Class 30 contains 114281 members 
Mstep: Class 31 contains 267 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 114935 members 
Mstep: Class 34 contains 1403 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 416 members 
Mstep: Class 37 contains 130718 members 
Mstep: Class 38 contains 11951 members 
Mstep: Class 39 contains 1276 members 
Mstep: Class 40 contains 8933 members 
Mstep: Class 41 contains 132807 members 
Mstep: Class 42 contains 471 members 
Mstep: Class 43 contains 223 members 
Mstep: Class 44 contains 17296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194633040.000000 Penalty: 102670.492188
Iteration 108Q: 45 clusters Score -1.94633e+08 nChanged 13766
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 198635 members 
Mstep: Class 3 contains 24434 members 
Mstep: Class 4 contains 700 members 
Mstep: Class 5 contains 38177 members 
Mstep: Class 6 contains 74778 members 
Mstep: Class 7 contains 81720 members 
Mstep: Class 8 contains 38594 members 
Mstep: Class 9 contains 32134 members 
Mstep: Class 10 contains 16883 members 
Mstep: Class 11 contains 92831 members 
Mstep: Class 12 contains 82674 members 
Mstep: Class 13 contains 4370 members 
Mstep: Class 14 contains 771 members 
Mstep: Class 15 contains 1922 members 
Mstep: Class 16 contains 92695 members 
Mstep: Class 17 contains 676 members 
Mstep: Class 18 contains 299 members 
Mstep: Class 19 contains 63916 members 
Mstep: Class 20 contains 25738 members 
Mstep: Class 21 contains 798 members 
Mstep: Class 22 contains 65756 members 
Mstep: Class 23 contains 11979 members 
Mstep: Class 24 contains 93977 members 
Mstep: Class 25 contains 98391 members 
Mstep: Class 26 contains 33759 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 939 members 
Mstep: Class 29 contains 2778 members 
Mstep: Class 30 contains 114983 members 
Mstep: Class 31 contains 267 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 114152 members 
Mstep: Class 34 contains 1400 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 416 members 
Mstep: Class 37 contains 130264 members 
Mstep: Class 38 contains 11981 members 
Mstep: Class 39 contains 1276 members 
Mstep: Class 40 contains 8945 members 
Mstep: Class 41 contains 133079 members 
Mstep: Class 42 contains 471 members 
Mstep: Class 43 contains 223 members 
Mstep: Class 44 contains 17241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194632784.000000 Penalty: 102670.492188
Iteration 109Q: 45 clusters Score -1.946328e+08 nChanged 13401
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 198612 members 
Mstep: Class 3 contains 24328 members 
Mstep: Class 4 contains 700 members 
Mstep: Class 5 contains 38267 members 
Mstep: Class 6 contains 74779 members 
Mstep: Class 7 contains 81456 members 
Mstep: Class 8 contains 38649 members 
Mstep: Class 9 contains 32149 members 
Mstep: Class 10 contains 16856 members 
Mstep: Class 11 contains 93109 members 
Mstep: Class 12 contains 82761 members 
Mstep: Class 13 contains 4365 members 
Mstep: Class 14 contains 771 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 93318 members 
Mstep: Class 17 contains 677 members 
Mstep: Class 18 contains 299 members 
Mstep: Class 19 contains 62999 members 
Mstep: Class 20 contains 26134 members 
Mstep: Class 21 contains 798 members 
Mstep: Class 22 contains 64243 members 
Mstep: Class 23 contains 11975 members 
Mstep: Class 24 contains 95876 members 
Mstep: Class 25 contains 98606 members 
Mstep: Class 26 contains 33537 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 937 members 
Mstep: Class 29 contains 2773 members 
Mstep: Class 30 contains 115554 members 
Mstep: Class 31 contains 267 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 113280 members 
Mstep: Class 34 contains 1400 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 416 members 
Mstep: Class 37 contains 129868 members 
Mstep: Class 38 contains 12012 members 
Mstep: Class 39 contains 1277 members 
Mstep: Class 40 contains 8952 members 
Mstep: Class 41 contains 133023 members 
Mstep: Class 42 contains 471 members 
Mstep: Class 43 contains 223 members 
Mstep: Class 44 contains 17205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194633680.000000 Penalty: 102670.492188
Iteration 110Q: 45 clusters Score -1.946337e+08 nChanged 12447
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 198602 members 
Mstep: Class 3 contains 24186 members 
Mstep: Class 4 contains 700 members 
Mstep: Class 5 contains 38338 members 
Mstep: Class 6 contains 74776 members 
Mstep: Class 7 contains 81367 members 
Mstep: Class 8 contains 38686 members 
Mstep: Class 9 contains 32161 members 
Mstep: Class 10 contains 16823 members 
Mstep: Class 11 contains 93320 members 
Mstep: Class 12 contains 82908 members 
Mstep: Class 13 contains 4359 members 
Mstep: Class 14 contains 771 members 
Mstep: Class 15 contains 1929 members 
Mstep: Class 16 contains 94009 members 
Mstep: Class 17 contains 677 members 
Mstep: Class 18 contains 299 members 
Mstep: Class 19 contains 62570 members 
Mstep: Class 20 contains 26468 members 
Mstep: Class 21 contains 798 members 
Mstep: Class 22 contains 62862 members 
Mstep: Class 23 contains 11980 members 
Mstep: Class 24 contains 97604 members 
Mstep: Class 25 contains 98825 members 
Mstep: Class 26 contains 33303 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 937 members 
Mstep: Class 29 contains 2771 members 
Mstep: Class 30 contains 116003 members 
Mstep: Class 31 contains 267 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 112360 members 
Mstep: Class 34 contains 1403 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 416 members 
Mstep: Class 37 contains 129473 members 
Mstep: Class 38 contains 12041 members 
Mstep: Class 39 contains 1277 members 
Mstep: Class 40 contains 8963 members 
Mstep: Class 41 contains 132586 members 
Mstep: Class 42 contains 471 members 
Mstep: Class 43 contains 223 members 
Mstep: Class 44 contains 17162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194634112.000000 Penalty: 102670.492188
Iteration 111Q: 45 clusters Score -1.946341e+08 nChanged 12407
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 198593 members 
Mstep: Class 3 contains 24026 members 
Mstep: Class 4 contains 700 members 
Mstep: Class 5 contains 38411 members 
Mstep: Class 6 contains 74776 members 
Mstep: Class 7 contains 81335 members 
Mstep: Class 8 contains 38727 members 
Mstep: Class 9 contains 32185 members 
Mstep: Class 10 contains 16784 members 
Mstep: Class 11 contains 93527 members 
Mstep: Class 12 contains 83117 members 
Mstep: Class 13 contains 4359 members 
Mstep: Class 14 contains 771 members 
Mstep: Class 15 contains 1930 members 
Mstep: Class 16 contains 94712 members 
Mstep: Class 17 contains 677 members 
Mstep: Class 18 contains 299 members 
Mstep: Class 19 contains 62528 members 
Mstep: Class 20 contains 26799 members 
Mstep: Class 21 contains 798 members 
Mstep: Class 22 contains 61505 members 
Mstep: Class 23 contains 11975 members 
Mstep: Class 24 contains 99241 members 
Mstep: Class 25 contains 99005 members 
Mstep: Class 26 contains 33065 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 937 members 
Mstep: Class 29 contains 2771 members 
Mstep: Class 30 contains 116392 members 
Mstep: Class 31 contains 267 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 111306 members 
Mstep: Class 34 contains 1402 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 416 members 
Mstep: Class 37 contains 129091 members 
Mstep: Class 38 contains 12076 members 
Mstep: Class 39 contains 1277 members 
Mstep: Class 40 contains 8979 members 
Mstep: Class 41 contains 131938 members 
Mstep: Class 42 contains 471 members 
Mstep: Class 43 contains 223 members 
Mstep: Class 44 contains 17099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194635408.000000 Penalty: 102670.492188
Iteration 112Q: 45 clusters Score -1.946354e+08 nChanged 12500
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 198541 members 
Mstep: Class 3 contains 23898 members 
Mstep: Class 4 contains 700 members 
Mstep: Class 5 contains 38461 members 
Mstep: Class 6 contains 74786 members 
Mstep: Class 7 contains 81406 members 
Mstep: Class 8 contains 38771 members 
Mstep: Class 9 contains 32206 members 
Mstep: Class 10 contains 16736 members 
Mstep: Class 11 contains 93682 members 
Mstep: Class 12 contains 83302 members 
Mstep: Class 13 contains 4359 members 
Mstep: Class 14 contains 771 members 
Mstep: Class 15 contains 1932 members 
Mstep: Class 16 contains 95387 members 
Mstep: Class 17 contains 677 members 
Mstep: Class 18 contains 299 members 
Mstep: Class 19 contains 62862 members 
Mstep: Class 20 contains 27098 members 
Mstep: Class 21 contains 798 members 
Mstep: Class 22 contains 60257 members 
Mstep: Class 23 contains 11973 members 
Mstep: Class 24 contains 100950 members 
Mstep: Class 25 contains 99150 members 
Mstep: Class 26 contains 32866 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 937 members 
Mstep: Class 29 contains 2770 members 
Mstep: Class 30 contains 116525 members 
Mstep: Class 31 contains 267 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 110228 members 
Mstep: Class 34 contains 1402 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 416 members 
Mstep: Class 37 contains 128582 members 
Mstep: Class 38 contains 12104 members 
Mstep: Class 39 contains 1277 members 
Mstep: Class 40 contains 8993 members 
Mstep: Class 41 contains 131214 members 
Mstep: Class 42 contains 471 members 
Mstep: Class 43 contains 223 members 
Mstep: Class 44 contains 17042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194636064.000000 Penalty: 102670.492188
Iteration 113Q: 45 clusters Score -1.946361e+08 nChanged 12965
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 198480 members 
Mstep: Class 3 contains 23723 members 
Mstep: Class 4 contains 700 members 
Mstep: Class 5 contains 38503 members 
Mstep: Class 6 contains 74780 members 
Mstep: Class 7 contains 81695 members 
Mstep: Class 8 contains 38810 members 
Mstep: Class 9 contains 32239 members 
Mstep: Class 10 contains 16695 members 
Mstep: Class 11 contains 93760 members 
Mstep: Class 12 contains 83509 members 
Mstep: Class 13 contains 4349 members 
Mstep: Class 14 contains 771 members 
Mstep: Class 15 contains 1933 members 
Mstep: Class 16 contains 96073 members 
Mstep: Class 17 contains 677 members 
Mstep: Class 18 contains 299 members 
Mstep: Class 19 contains 63510 members 
Mstep: Class 20 contains 27340 members 
Mstep: Class 21 contains 798 members 
Mstep: Class 22 contains 59066 members 
Mstep: Class 23 contains 11974 members 
Mstep: Class 24 contains 102529 members 
Mstep: Class 25 contains 99281 members 
Mstep: Class 26 contains 32682 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 937 members 
Mstep: Class 29 contains 2767 members 
Mstep: Class 30 contains 116572 members 
Mstep: Class 31 contains 267 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 109098 members 
Mstep: Class 34 contains 1404 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 416 members 
Mstep: Class 37 contains 128136 members 
Mstep: Class 38 contains 12137 members 
Mstep: Class 39 contains 1276 members 
Mstep: Class 40 contains 9013 members 
Mstep: Class 41 contains 130288 members 
Mstep: Class 42 contains 471 members 
Mstep: Class 43 contains 223 members 
Mstep: Class 44 contains 16974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194637520.000000 Penalty: 102670.492188
Iteration 114Q: 45 clusters Score -1.946375e+08 nChanged 13107
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 198436 members 
Mstep: Class 3 contains 23543 members 
Mstep: Class 4 contains 700 members 
Mstep: Class 5 contains 38564 members 
Mstep: Class 6 contains 74783 members 
Mstep: Class 7 contains 82053 members 
Mstep: Class 8 contains 38844 members 
Mstep: Class 9 contains 32262 members 
Mstep: Class 10 contains 16663 members 
Mstep: Class 11 contains 93797 members 
Mstep: Class 12 contains 83736 members 
Mstep: Class 13 contains 4336 members 
Mstep: Class 14 contains 771 members 
Mstep: Class 15 contains 1934 members 
Mstep: Class 16 contains 96718 members 
Mstep: Class 17 contains 677 members 
Mstep: Class 18 contains 299 members 
Mstep: Class 19 contains 64647 members 
Mstep: Class 20 contains 27547 members 
Mstep: Class 21 contains 798 members 
Mstep: Class 22 contains 57950 members 
Mstep: Class 23 contains 11976 members 
Mstep: Class 24 contains 103847 members 
Mstep: Class 25 contains 99399 members 
Mstep: Class 26 contains 32478 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 936 members 
Mstep: Class 29 contains 2761 members 
Mstep: Class 30 contains 116273 members 
Mstep: Class 31 contains 267 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 107927 members 
Mstep: Class 34 contains 1403 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 416 members 
Mstep: Class 37 contains 127780 members 
Mstep: Class 38 contains 12182 members 
Mstep: Class 39 contains 1276 members 
Mstep: Class 40 contains 9034 members 
Mstep: Class 41 contains 129399 members 
Mstep: Class 42 contains 471 members 
Mstep: Class 43 contains 223 members 
Mstep: Class 44 contains 16879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194639088.000000 Penalty: 102670.492188
Iteration 115Q: 45 clusters Score -1.946391e+08 nChanged 13882
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 198396 members 
Mstep: Class 3 contains 23347 members 
Mstep: Class 4 contains 700 members 
Mstep: Class 5 contains 38619 members 
Mstep: Class 6 contains 74797 members 
Mstep: Class 7 contains 82529 members 
Mstep: Class 8 contains 38878 members 
Mstep: Class 9 contains 32292 members 
Mstep: Class 10 contains 16633 members 
Mstep: Class 11 contains 93741 members 
Mstep: Class 12 contains 84010 members 
Mstep: Class 13 contains 4327 members 
Mstep: Class 14 contains 771 members 
Mstep: Class 15 contains 1935 members 
Mstep: Class 16 contains 97582 members 
Mstep: Class 17 contains 677 members 
Mstep: Class 18 contains 299 members 
Mstep: Class 19 contains 66390 members 
Mstep: Class 20 contains 27701 members 
Mstep: Class 21 contains 798 members 
Mstep: Class 22 contains 56906 members 
Mstep: Class 23 contains 11978 members 
Mstep: Class 24 contains 105002 members 
Mstep: Class 25 contains 99483 members 
Mstep: Class 26 contains 32297 members 
Mstep: Class 27 contains 893 members 
Mstep: Class 28 contains 936 members 
Mstep: Class 29 contains 2760 members 
Mstep: Class 30 contains 115445 members 
Mstep: Class 31 contains 267 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 106567 members 
Mstep: Class 34 contains 1406 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 416 members 
Mstep: Class 37 contains 127460 members 
Mstep: Class 38 contains 12211 members 
Mstep: Class 39 contains 1276 members 
Mstep: Class 40 contains 9060 members 
Mstep: Class 41 contains 128540 members 
Mstep: Class 42 contains 471 members 
Mstep: Class 43 contains 223 members 
Mstep: Class 44 contains 16720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194641744.000000 Penalty: 102670.492188
Iteration 116Q: 45 clusters Score -1.946417e+08 nChanged 14678
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 198363 members 
Mstep: Class 3 contains 23126 members 
Mstep: Class 4 contains 700 members 
Mstep: Class 5 contains 38679 members 
Mstep: Class 6 contains 74817 members 
Mstep: Class 7 contains 83085 members 
Mstep: Class 8 contains 38905 members 
Mstep: Class 9 contains 32321 members 
Mstep: Class 10 contains 16596 members 
Mstep: Class 11 contains 93634 members 
Mstep: Class 12 contains 84288 members 
Mstep: Class 13 contains 4317 members 
Mstep: Class 14 contains 771 members 
Mstep: Class 15 contains 1937 members 
Mstep: Class 16 contains 98730 members 
Mstep: Class 17 contains 677 members 
Mstep: Class 18 contains 299 members 
Mstep: Class 19 contains 68815 members 
Mstep: Class 20 contains 27770 members 
Mstep: Class 21 contains 798 members 
Mstep: Class 22 contains 55933 members 
Mstep: Class 23 contains 11977 members 
Mstep: Class 24 contains 106051 members 
Mstep: Class 25 contains 99571 members 
Mstep: Class 26 contains 32111 members 
Mstep: Class 27 contains 893 members 
Mstep: Class 28 contains 936 members 
Mstep: Class 29 contains 2759 members 
Mstep: Class 30 contains 114220 members 
Mstep: Class 31 contains 267 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 104951 members 
Mstep: Class 34 contains 1403 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 416 members 
Mstep: Class 37 contains 126935 members 
Mstep: Class 38 contains 12241 members 
Mstep: Class 39 contains 1276 members 
Mstep: Class 40 contains 9084 members 
Mstep: Class 41 contains 127702 members 
Mstep: Class 42 contains 471 members 
Mstep: Class 43 contains 223 members 
Mstep: Class 44 contains 16566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194644896.000000 Penalty: 102670.492188
Iteration 117Q: 45 clusters Score -1.946449e+08 nChanged 15747
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 198320 members 
Mstep: Class 3 contains 22891 members 
Mstep: Class 4 contains 700 members 
Mstep: Class 5 contains 38719 members 
Mstep: Class 6 contains 74840 members 
Mstep: Class 7 contains 83753 members 
Mstep: Class 8 contains 38903 members 
Mstep: Class 9 contains 32343 members 
Mstep: Class 10 contains 16558 members 
Mstep: Class 11 contains 93335 members 
Mstep: Class 12 contains 84605 members 
Mstep: Class 13 contains 4310 members 
Mstep: Class 14 contains 771 members 
Mstep: Class 15 contains 1939 members 
Mstep: Class 16 contains 100326 members 
Mstep: Class 17 contains 679 members 
Mstep: Class 18 contains 299 members 
Mstep: Class 19 contains 71521 members 
Mstep: Class 20 contains 27835 members 
Mstep: Class 21 contains 797 members 
Mstep: Class 22 contains 55005 members 
Mstep: Class 23 contains 11978 members 
Mstep: Class 24 contains 106884 members 
Mstep: Class 25 contains 99678 members 
Mstep: Class 26 contains 31957 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 936 members 
Mstep: Class 29 contains 2757 members 
Mstep: Class 30 contains 112500 members 
Mstep: Class 31 contains 267 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 103219 members 
Mstep: Class 34 contains 1402 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 416 members 
Mstep: Class 37 contains 126546 members 
Mstep: Class 38 contains 12277 members 
Mstep: Class 39 contains 1276 members 
Mstep: Class 40 contains 9105 members 
Mstep: Class 41 contains 126873 members 
Mstep: Class 42 contains 471 members 
Mstep: Class 43 contains 223 members 
Mstep: Class 44 contains 16406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194648096.000000 Penalty: 102670.492188
Iteration 118Q: 45 clusters Score -1.946481e+08 nChanged 16421
Entering ConstructFrom: 
Score: -194648096.000000 Penalty: 102670.492188
Entering ConstructFrom: 
Trying to split cluster 1 (7678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Entering Unmasked Estep 
Score: -876599.062500 Penalty: 1453.743652
	Iteration 0F: 2 clusters Score -876599.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -870876.125000 Penalty: 2907.487305
	Iteration 0F: 3 clusters Score -870876.1 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -872717.312500 Penalty: 2907.487305
	Iteration 1F: 3 clusters Score -872717.3 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -873008.937500 Penalty: 2907.487305
	Iteration 2F: 3 clusters Score -873008.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -873246.937500 Penalty: 2907.487305
	Iteration 3F: 3 clusters Score -873246.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -873449.875000 Penalty: 2907.487305
	Iteration 4Q: 3 clusters Score -873449.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -873633.187500 Penalty: 2907.487305
	Iteration 5Q: 3 clusters Score -873633.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -873815.625000 Penalty: 2907.487305
	Iteration 6Q: 3 clusters Score -873815.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -873968.937500 Penalty: 2907.487305
	Iteration 7Q: 3 clusters Score -873968.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -874111.812500 Penalty: 2907.487305
	Iteration 8Q: 3 clusters Score -874111.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -874246.312500 Penalty: 2907.487305
	Iteration 9Q: 3 clusters Score -874246.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -874361.750000 Penalty: 2907.487305
	Iteration 10Q: 3 clusters Score -874361.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -874458.375000 Penalty: 2907.487305
	Iteration 11Q: 3 clusters Score -874458.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -874539.687500 Penalty: 2907.487305
	Iteration 12Q: 3 clusters Score -874539.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -874613.062500 Penalty: 2907.487305
	Iteration 13Q: 3 clusters Score -874613.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -874664.625000 Penalty: 2907.487305
	Iteration 14Q: 3 clusters Score -874664.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -874699.812500 Penalty: 2907.487305
	Iteration 15Q: 3 clusters Score -874699.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -874726.500000 Penalty: 2907.487305
	Iteration 16Q: 3 clusters Score -874726.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -874759.875000 Penalty: 2907.487305
	Iteration 17Q: 3 clusters Score -874759.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -874790.875000 Penalty: 2907.487305
	Iteration 18Q: 3 clusters Score -874790.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -874821.687500 Penalty: 2907.487305
	Iteration 19Q: 3 clusters Score -874821.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -874848.437500 Penalty: 2907.487305
	Iteration 20F: 3 clusters Score -874848.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -874876.187500 Penalty: 2907.487305
	Iteration 21Q: 3 clusters Score -874876.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -874908.000000 Penalty: 2907.487305
	Iteration 22Q: 3 clusters Score -874908 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -874936.375000 Penalty: 2907.487305
	Iteration 23Q: 3 clusters Score -874936.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -874961.875000 Penalty: 2907.487305
	Iteration 24Q: 3 clusters Score -874961.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -874980.375000 Penalty: 2907.487305
	Iteration 25Q: 3 clusters Score -874980.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -874994.750000 Penalty: 2907.487305
	Iteration 26Q: 3 clusters Score -874994.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -875019.187500 Penalty: 2907.487305
	Iteration 27Q: 3 clusters Score -875019.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -875038.250000 Penalty: 2907.487305
	Iteration 28Q: 3 clusters Score -875038.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -875057.062500 Penalty: 2907.487305
	Iteration 29Q: 3 clusters Score -875057.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -875075.812500 Penalty: 2907.487305
	Iteration 30Q: 3 clusters Score -875075.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -875090.562500 Penalty: 2907.487305
	Iteration 31Q: 3 clusters Score -875090.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -875100.687500 Penalty: 2907.487305
	Iteration 32Q: 3 clusters Score -875100.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -875106.750000 Penalty: 2907.487305
	Iteration 33Q: 3 clusters Score -875106.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -875112.937500 Penalty: 2907.487305
	Iteration 34Q: 3 clusters Score -875112.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -875119.937500 Penalty: 2907.487305
	Iteration 35Q: 3 clusters Score -875119.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -875125.437500 Penalty: 2907.487305
	Iteration 36Q: 3 clusters Score -875125.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -875128.750000 Penalty: 2907.487305
	Iteration 37Q: 3 clusters Score -875128.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -875130.750000 Penalty: 2907.487305
	Iteration 38Q: 3 clusters Score -875130.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -875135.750000 Penalty: 2907.487305
	Iteration 39Q: 3 clusters Score -875135.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -875138.875000 Penalty: 2907.487305
	Iteration 40F: 3 clusters Score -875138.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -875141.875000 Penalty: 2907.487305
	Iteration 41Q: 3 clusters Score -875141.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -875144.125000 Penalty: 2907.487305
	Iteration 42Q: 3 clusters Score -875144.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -875146.875000 Penalty: 2907.487305
	Iteration 43Q: 3 clusters Score -875146.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -875150.687500 Penalty: 2907.487305
	Iteration 44Q: 3 clusters Score -875150.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -875155.062500 Penalty: 2907.487305
	Iteration 45Q: 3 clusters Score -875155.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -875156.187500 Penalty: 2907.487305
	Iteration 46Q: 3 clusters Score -875156.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -875159.062500 Penalty: 2907.487305
	Iteration 47Q: 3 clusters Score -875159.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -875159.937500 Penalty: 2907.487305
	Iteration 48Q: 3 clusters Score -875159.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -875162.812500 Penalty: 2907.487305
	Iteration 49Q: 3 clusters Score -875162.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -875166.062500 Penalty: 2907.487305
	Iteration 50Q: 3 clusters Score -875166.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -875166.500000 Penalty: 2907.487305
	Iteration 51Q: 3 clusters Score -875166.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -875167.312500 Penalty: 2907.487305
	Iteration 52Q: 3 clusters Score -875167.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -875167.500000 Penalty: 2907.487305
	Iteration 53Q: 3 clusters Score -875167.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -875168.875000 Penalty: 2907.487305
	Iteration 54Q: 3 clusters Score -875168.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -875171.750000 Penalty: 2907.487305
	Iteration 55Q: 3 clusters Score -875171.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -875171.312500 Penalty: 2907.487305
	Iteration 56Q: 3 clusters Score -875171.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -875173.500000 Penalty: 2907.487305
	Iteration 57Q: 3 clusters Score -875173.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -875174.062500 Penalty: 2907.487305
	Iteration 58Q: 3 clusters Score -875174.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -875172.687500 Penalty: 2907.487305
	Iteration 59Q: 3 clusters Score -875172.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -875174.750000 Penalty: 2907.487305
	Iteration 60F: 3 clusters Score -875174.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -875176.875000 Penalty: 2907.487305
	Iteration 61Q: 3 clusters Score -875176.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -875176.000000 Penalty: 2907.487305
	Iteration 62Q: 3 clusters Score -875176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -875175.500000 Penalty: 2907.487305
	Iteration 63Q: 3 clusters Score -875175.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -875179.062500 Penalty: 2907.487305
	Iteration 64Q: 3 clusters Score -875179.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -875178.687500 Penalty: 2907.487305
	Iteration 65Q: 3 clusters Score -875178.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -875179.687500 Penalty: 2907.487305
	Iteration 66Q: 3 clusters Score -875179.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -875181.437500 Penalty: 2907.487305
	Iteration 67Q: 3 clusters Score -875181.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -875183.187500 Penalty: 2907.487305
	Iteration 68Q: 3 clusters Score -875183.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -875185.437500 Penalty: 2907.487305
	Iteration 69Q: 3 clusters Score -875185.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -875187.312500 Penalty: 2907.487305
	Iteration 70Q: 3 clusters Score -875187.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -875189.812500 Penalty: 2907.487305
	Iteration 71Q: 3 clusters Score -875189.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -875193.375000 Penalty: 2907.487305
	Iteration 72Q: 3 clusters Score -875193.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -875196.312500 Penalty: 2907.487305
	Iteration 73Q: 3 clusters Score -875196.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -875198.062500 Penalty: 2907.487305
	Iteration 74Q: 3 clusters Score -875198.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -875200.562500 Penalty: 2907.487305
	Iteration 75Q: 3 clusters Score -875200.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -875201.437500 Penalty: 2907.487305
	Iteration 76Q: 3 clusters Score -875201.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -875205.062500 Penalty: 2907.487305
	Iteration 77Q: 3 clusters Score -875205.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -875207.250000 Penalty: 2907.487305
	Iteration 78Q: 3 clusters Score -875207.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -875209.250000 Penalty: 2907.487305
	Iteration 79Q: 3 clusters Score -875209.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -875215.062500 Penalty: 2907.487305
	Iteration 80F: 3 clusters Score -875215.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -875214.562500 Penalty: 2907.487305
	Iteration 81Q: 3 clusters Score -875214.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -875216.062500 Penalty: 2907.487305
	Iteration 82Q: 3 clusters Score -875216.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -875218.062500 Penalty: 2907.487305
	Iteration 83Q: 3 clusters Score -875218.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -875219.187500 Penalty: 2907.487305
	Iteration 84Q: 3 clusters Score -875219.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -875219.812500 Penalty: 2907.487305
	Iteration 85Q: 3 clusters Score -875219.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -875225.750000 Penalty: 2907.487305
	Iteration 86Q: 3 clusters Score -875225.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -875226.687500 Penalty: 2907.487305
	Iteration 87Q: 3 clusters Score -875226.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -875228.312500 Penalty: 2907.487305
	Iteration 88Q: 3 clusters Score -875228.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -875231.687500 Penalty: 2907.487305
	Iteration 89Q: 3 clusters Score -875231.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -875233.187500 Penalty: 2907.487305
	Iteration 90Q: 3 clusters Score -875233.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -875233.937500 Penalty: 2907.487305
	Iteration 91Q: 3 clusters Score -875233.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -875234.125000 Penalty: 2907.487305
	Iteration 92Q: 3 clusters Score -875234.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -875233.937500 Penalty: 2907.487305
	Iteration 93Q: 3 clusters Score -875233.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -875235.250000 Penalty: 2907.487305
	Iteration 94Q: 3 clusters Score -875235.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -875234.937500 Penalty: 2907.487305
	Iteration 95Q: 3 clusters Score -875234.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -875234.375000 Penalty: 2907.487305
	Iteration 96Q: 3 clusters Score -875234.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -875234.375000 Penalty: 2907.487305
	Iteration 97F: 3 clusters Score -875234.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (198297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198297 members 
Entering Unmasked Estep 
Score: -22718218.000000 Penalty: 1982.097168
	Iteration 0F: 2 clusters Score -2.271822e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98949 members 
Mstep: Class 2 contains 99348 members 
Entering Unmasked Estep 
Score: -22610326.000000 Penalty: 3964.194336
	Iteration 0F: 3 clusters Score -2.261033e+07 nChanged 96349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95298 members 
Mstep: Class 2 contains 102999 members 
Entering Unmasked Estep 
Score: -22668082.000000 Penalty: 3964.194336
	Iteration 1F: 3 clusters Score -2.266808e+07 nChanged 6939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92763 members 
Mstep: Class 2 contains 105534 members 
Entering Unmasked Estep 
Score: -22669778.000000 Penalty: 3964.194336
	Iteration 2Q: 3 clusters Score -2.266978e+07 nChanged 8118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88659 members 
Mstep: Class 2 contains 109638 members 
Entering Unmasked Estep 
Score: -22672342.000000 Penalty: 3964.194336
	Iteration 3Q: 3 clusters Score -2.267234e+07 nChanged 9685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82832 members 
Mstep: Class 2 contains 115465 members 
Entering Unmasked Estep 
Score: -22676434.000000 Penalty: 3964.194336
	Iteration 4Q: 3 clusters Score -2.267643e+07 nChanged 11301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75023 members 
Mstep: Class 2 contains 123274 members 
Entering Unmasked Estep 
Score: -22682230.000000 Penalty: 3964.194336
	Iteration 5F: 3 clusters Score -2.268223e+07 nChanged 12694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65841 members 
Mstep: Class 2 contains 132456 members 
Entering Unmasked Estep 
Score: -22689956.000000 Penalty: 3964.194336
	Iteration 6F: 3 clusters Score -2.268996e+07 nChanged 12924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56839 members 
Mstep: Class 2 contains 141458 members 
Entering Unmasked Estep 
Score: -22698586.000000 Penalty: 3964.194336
	Iteration 7F: 3 clusters Score -2.269859e+07 nChanged 11456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50277 members 
Mstep: Class 2 contains 148020 members 
Entering Unmasked Estep 
Score: -22706206.000000 Penalty: 3964.194336
	Iteration 8F: 3 clusters Score -2.270621e+07 nChanged 8950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46395 members 
Mstep: Class 2 contains 151902 members 
Entering Unmasked Estep 
Score: -22710684.000000 Penalty: 3964.194336
	Iteration 9Q: 3 clusters Score -2.271068e+07 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43792 members 
Mstep: Class 2 contains 154505 members 
Entering Unmasked Estep 
Score: -22712458.000000 Penalty: 3964.194336
	Iteration 10Q: 3 clusters Score -2.271246e+07 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41622 members 
Mstep: Class 2 contains 156675 members 
Entering Unmasked Estep 
Score: -22713366.000000 Penalty: 3964.194336
	Iteration 11Q: 3 clusters Score -2.271337e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39598 members 
Mstep: Class 2 contains 158699 members 
Entering Unmasked Estep 
Score: -22713794.000000 Penalty: 3964.194336
	Iteration 12Q: 3 clusters Score -2.271379e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37707 members 
Mstep: Class 2 contains 160590 members 
Entering Unmasked Estep 
Score: -22714388.000000 Penalty: 3964.194336
	Iteration 13Q: 3 clusters Score -2.271439e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 162313 members 
Entering Unmasked Estep 
Score: -22714854.000000 Penalty: 3964.194336
	Iteration 14Q: 3 clusters Score -2.271485e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 163909 members 
Entering Unmasked Estep 
Score: -22714912.000000 Penalty: 3964.194336
	Iteration 15Q: 3 clusters Score -2.271491e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32838 members 
Mstep: Class 2 contains 165459 members 
Entering Unmasked Estep 
Score: -22715104.000000 Penalty: 3964.194336
	Iteration 16Q: 3 clusters Score -2.27151e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 166925 members 
Entering Unmasked Estep 
Score: -22715202.000000 Penalty: 3964.194336
	Iteration 17Q: 3 clusters Score -2.27152e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 168340 members 
Entering Unmasked Estep 
Score: -22715572.000000 Penalty: 3964.194336
	Iteration 18Q: 3 clusters Score -2.271557e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 169731 members 
Entering Unmasked Estep 
Score: -22715690.000000 Penalty: 3964.194336
	Iteration 19Q: 3 clusters Score -2.271569e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 171131 members 
Entering Unmasked Estep 
Score: -22715862.000000 Penalty: 3964.194336
	Iteration 20F: 3 clusters Score -2.271586e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 172524 members 
Entering Unmasked Estep 
Score: -22716168.000000 Penalty: 3964.194336
	Iteration 21Q: 3 clusters Score -2.271617e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 173884 members 
Entering Unmasked Estep 
Score: -22716346.000000 Penalty: 3964.194336
	Iteration 22Q: 3 clusters Score -2.271635e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 175231 members 
Entering Unmasked Estep 
Score: -22716420.000000 Penalty: 3964.194336
	Iteration 23Q: 3 clusters Score -2.271642e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 176536 members 
Entering Unmasked Estep 
Score: -22716556.000000 Penalty: 3964.194336
	Iteration 24Q: 3 clusters Score -2.271656e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 177844 members 
Entering Unmasked Estep 
Score: -22716648.000000 Penalty: 3964.194336
	Iteration 25Q: 3 clusters Score -2.271665e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 179096 members 
Entering Unmasked Estep 
Score: -22716724.000000 Penalty: 3964.194336
	Iteration 26Q: 3 clusters Score -2.271672e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 180366 members 
Entering Unmasked Estep 
Score: -22716914.000000 Penalty: 3964.194336
	Iteration 27Q: 3 clusters Score -2.271691e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 181614 members 
Entering Unmasked Estep 
Score: -22717296.000000 Penalty: 3964.194336
	Iteration 28Q: 3 clusters Score -2.27173e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 182803 members 
Entering Unmasked Estep 
Score: -22717922.000000 Penalty: 3964.194336
	Iteration 29Q: 3 clusters Score -2.271792e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 184044 members 
Entering Unmasked Estep 
Score: -22718362.000000 Penalty: 3964.194336
	Iteration 30Q: 3 clusters Score -2.271836e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 185239 members 
Entering Unmasked Estep 
Score: -22718868.000000 Penalty: 3964.194336
	Iteration 31Q: 3 clusters Score -2.271887e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 186390 members 
Entering Unmasked Estep 
Score: -22719044.000000 Penalty: 3964.194336
	Iteration 32Q: 3 clusters Score -2.271904e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 187515 members 
Entering Unmasked Estep 
Score: -22719148.000000 Penalty: 3964.194336
	Iteration 33Q: 3 clusters Score -2.271915e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 188625 members 
Entering Unmasked Estep 
Score: -22719206.000000 Penalty: 3964.194336
	Iteration 34Q: 3 clusters Score -2.271921e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 189649 members 
Entering Unmasked Estep 
Score: -22719170.000000 Penalty: 3964.194336
	Iteration 35Q: 3 clusters Score -2.271917e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 190572 members 
Entering Unmasked Estep 
Score: -22719016.000000 Penalty: 3964.194336
	Iteration 36Q: 3 clusters Score -2.271902e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 191404 members 
Entering Unmasked Estep 
Score: -22718898.000000 Penalty: 3964.194336
	Iteration 37Q: 3 clusters Score -2.27189e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 192129 members 
Entering Unmasked Estep 
Score: -22718820.000000 Penalty: 3964.194336
	Iteration 38Q: 3 clusters Score -2.271882e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 192757 members 
Entering Unmasked Estep 
Score: -22718726.000000 Penalty: 3964.194336
	Iteration 39Q: 3 clusters Score -2.271873e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 193274 members 
Entering Unmasked Estep 
Score: -22718674.000000 Penalty: 3964.194336
	Iteration 40F: 3 clusters Score -2.271867e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 193729 members 
Entering Unmasked Estep 
Score: -22718644.000000 Penalty: 3964.194336
	Iteration 41Q: 3 clusters Score -2.271864e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 194123 members 
Entering Unmasked Estep 
Score: -22718520.000000 Penalty: 3964.194336
	Iteration 42Q: 3 clusters Score -2.271852e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 194395 members 
Entering Unmasked Estep 
Score: -22718454.000000 Penalty: 3964.194336
	Iteration 43Q: 3 clusters Score -2.271845e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 194635 members 
Entering Unmasked Estep 
Score: -22718418.000000 Penalty: 3964.194336
	Iteration 44Q: 3 clusters Score -2.271842e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 194837 members 
Entering Unmasked Estep 
Score: -22718418.000000 Penalty: 3964.194336
	Iteration 45Q: 3 clusters Score -2.271842e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 195010 members 
Entering Unmasked Estep 
Score: -22718420.000000 Penalty: 3964.194336
	Iteration 46Q: 3 clusters Score -2.271842e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 195153 members 
Entering Unmasked Estep 
Score: -22718454.000000 Penalty: 3964.194336
	Iteration 47Q: 3 clusters Score -2.271845e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 195278 members 
Entering Unmasked Estep 
Score: -22718412.000000 Penalty: 3964.194336
	Iteration 48Q: 3 clusters Score -2.271841e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 195374 members 
Entering Unmasked Estep 
Score: -22718422.000000 Penalty: 3964.194336
	Iteration 49Q: 3 clusters Score -2.271842e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 195456 members 
Entering Unmasked Estep 
Score: -22718416.000000 Penalty: 3964.194336
	Iteration 50Q: 3 clusters Score -2.271842e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 195522 members 
Entering Unmasked Estep 
Score: -22718446.000000 Penalty: 3964.194336
	Iteration 51Q: 3 clusters Score -2.271845e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 195557 members 
Entering Unmasked Estep 
Score: -22718486.000000 Penalty: 3964.194336
	Iteration 52Q: 3 clusters Score -2.271849e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 195577 members 
Entering Unmasked Estep 
Score: -22718484.000000 Penalty: 3964.194336
	Iteration 53Q: 3 clusters Score -2.271848e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 195593 members 
Entering Unmasked Estep 
Score: -22718492.000000 Penalty: 3964.194336
	Iteration 54Q: 3 clusters Score -2.271849e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 195601 members 
Entering Unmasked Estep 
Score: -22718468.000000 Penalty: 3964.194336
	Iteration 55Q: 3 clusters Score -2.271847e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 195617 members 
Entering Unmasked Estep 
Score: -22718466.000000 Penalty: 3964.194336
	Iteration 56Q: 3 clusters Score -2.271847e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 195628 members 
Entering Unmasked Estep 
Score: -22718486.000000 Penalty: 3964.194336
	Iteration 57Q: 3 clusters Score -2.271849e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 195634 members 
Entering Unmasked Estep 
Score: -22718486.000000 Penalty: 3964.194336
	Iteration 58Q: 3 clusters Score -2.271849e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 195641 members 
Entering Unmasked Estep 
Score: -22718490.000000 Penalty: 3964.194336
	Iteration 59Q: 3 clusters Score -2.271849e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 195657 members 
Entering Unmasked Estep 
Score: -22718490.000000 Penalty: 3964.194336
	Iteration 60F: 3 clusters Score -2.271849e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 195667 members 
Entering Unmasked Estep 
Score: -22718472.000000 Penalty: 3964.194336
	Iteration 61Q: 3 clusters Score -2.271847e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 195676 members 
Entering Unmasked Estep 
Score: -22718494.000000 Penalty: 3964.194336
	Iteration 62Q: 3 clusters Score -2.271849e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 195685 members 
Entering Unmasked Estep 
Score: -22718462.000000 Penalty: 3964.194336
	Iteration 63Q: 3 clusters Score -2.271846e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 195693 members 
Entering Unmasked Estep 
Score: -22718454.000000 Penalty: 3964.194336
	Iteration 64Q: 3 clusters Score -2.271845e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 195696 members 
Entering Unmasked Estep 
Score: -22718442.000000 Penalty: 3964.194336
	Iteration 65Q: 3 clusters Score -2.271844e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 195707 members 
Entering Unmasked Estep 
Score: -22718450.000000 Penalty: 3964.194336
	Iteration 66Q: 3 clusters Score -2.271845e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 195718 members 
Entering Unmasked Estep 
Score: -22718482.000000 Penalty: 3964.194336
	Iteration 67Q: 3 clusters Score -2.271848e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 195726 members 
Entering Unmasked Estep 
Score: -22718454.000000 Penalty: 3964.194336
	Iteration 68Q: 3 clusters Score -2.271845e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 195739 members 
Entering Unmasked Estep 
Score: -22718476.000000 Penalty: 3964.194336
	Iteration 69Q: 3 clusters Score -2.271848e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 195752 members 
Entering Unmasked Estep 
Score: -22718468.000000 Penalty: 3964.194336
	Iteration 70Q: 3 clusters Score -2.271847e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 195761 members 
Entering Unmasked Estep 
Score: -22718458.000000 Penalty: 3964.194336
	Iteration 71Q: 3 clusters Score -2.271846e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 195776 members 
Entering Unmasked Estep 
Score: -22718470.000000 Penalty: 3964.194336
	Iteration 72Q: 3 clusters Score -2.271847e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 195784 members 
Entering Unmasked Estep 
Score: -22718478.000000 Penalty: 3964.194336
	Iteration 73Q: 3 clusters Score -2.271848e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 195789 members 
Entering Unmasked Estep 
Score: -22718486.000000 Penalty: 3964.194336
	Iteration 74Q: 3 clusters Score -2.271849e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 195796 members 
Entering Unmasked Estep 
Score: -22718478.000000 Penalty: 3964.194336
	Iteration 75Q: 3 clusters Score -2.271848e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 195798 members 
Entering Unmasked Estep 
Score: -22718480.000000 Penalty: 3964.194336
	Iteration 76Q: 3 clusters Score -2.271848e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 195799 members 
Entering Unmasked Estep 
Score: -22718486.000000 Penalty: 3964.194336
	Iteration 77Q: 3 clusters Score -2.271849e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 195800 members 
Entering Unmasked Estep 
Score: -22718480.000000 Penalty: 3964.194336
	Iteration 78Q: 3 clusters Score -2.271848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 195802 members 
Entering Unmasked Estep 
Score: -22718454.000000 Penalty: 3964.194336
	Iteration 79Q: 3 clusters Score -2.271845e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 195802 members 
Entering Unmasked Estep 
Score: -22718454.000000 Penalty: 3964.194336
	Iteration 80F: 3 clusters Score -2.271845e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 2495 members 
Mstep: Class 3 contains 22677 members 
Mstep: Class 4 contains 700 members 
Mstep: Class 5 contains 38764 members 
Mstep: Class 6 contains 74854 members 
Mstep: Class 7 contains 84535 members 
Mstep: Class 8 contains 38899 members 
Mstep: Class 9 contains 32361 members 
Mstep: Class 10 contains 16513 members 
Mstep: Class 11 contains 92860 members 
Mstep: Class 12 contains 84820 members 
Mstep: Class 13 contains 4306 members 
Mstep: Class 14 contains 771 members 
Mstep: Class 15 contains 1939 members 
Mstep: Class 16 contains 102328 members 
Mstep: Class 17 contains 681 members 
Mstep: Class 18 contains 299 members 
Mstep: Class 19 contains 74277 members 
Mstep: Class 20 contains 27916 members 
Mstep: Class 21 contains 797 members 
Mstep: Class 22 contains 54125 members 
Mstep: Class 23 contains 11974 members 
Mstep: Class 24 contains 107514 members 
Mstep: Class 25 contains 99769 members 
Mstep: Class 26 contains 31841 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 937 members 
Mstep: Class 29 contains 2755 members 
Mstep: Class 30 contains 110288 members 
Mstep: Class 31 contains 267 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 101424 members 
Mstep: Class 34 contains 1400 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 416 members 
Mstep: Class 37 contains 126194 members 
Mstep: Class 38 contains 12306 members 
Mstep: Class 39 contains 1273 members 
Mstep: Class 40 contains 9135 members 
Mstep: Class 41 contains 126402 members 
Mstep: Class 42 contains 471 members 
Mstep: Class 43 contains 223 members 
Mstep: Class 44 contains 16220 members 
Mstep: Class 45 contains 195802 members 
Entering Unmasked Estep 
Score: -194649376.000000 Penalty: 105003.914062
Splitting cluster 2 changes total score from -194648096.000000 to -194649376.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 3 (22677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Entering Unmasked Estep 
Score: -2690923.750000 Penalty: 1629.729736
	Iteration 0F: 2 clusters Score -2690924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -2675485.750000 Penalty: 3259.459473
	Iteration 0F: 3 clusters Score -2675486 nChanged 10363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -2681230.500000 Penalty: 3259.459473
	Iteration 1F: 3 clusters Score -2681230 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -2681898.000000 Penalty: 3259.459473
	Iteration 2F: 3 clusters Score -2681898 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -2682626.000000 Penalty: 3259.459473
	Iteration 3F: 3 clusters Score -2682626 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -2683539.500000 Penalty: 3259.459473
	Iteration 4F: 3 clusters Score -2683540 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -2684778.000000 Penalty: 3259.459473
	Iteration 5F: 3 clusters Score -2684778 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -2686319.750000 Penalty: 3259.459473
	Iteration 6F: 3 clusters Score -2686320 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -2687705.000000 Penalty: 3259.459473
	Iteration 7F: 3 clusters Score -2687705 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -2688393.250000 Penalty: 3259.459473
	Iteration 8Q: 3 clusters Score -2688393 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -2688641.500000 Penalty: 3259.459473
	Iteration 9Q: 3 clusters Score -2688642 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -2688775.000000 Penalty: 3259.459473
	Iteration 10Q: 3 clusters Score -2688775 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -2688867.750000 Penalty: 3259.459473
	Iteration 11Q: 3 clusters Score -2688868 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -2688933.000000 Penalty: 3259.459473
	Iteration 12Q: 3 clusters Score -2688933 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -2688990.750000 Penalty: 3259.459473
	Iteration 13Q: 3 clusters Score -2688991 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -2689035.000000 Penalty: 3259.459473
	Iteration 14Q: 3 clusters Score -2689035 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -2689082.000000 Penalty: 3259.459473
	Iteration 15Q: 3 clusters Score -2689082 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -2689134.500000 Penalty: 3259.459473
	Iteration 16Q: 3 clusters Score -2689134 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -2689157.750000 Penalty: 3259.459473
	Iteration 17Q: 3 clusters Score -2689158 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -2689181.250000 Penalty: 3259.459473
	Iteration 18Q: 3 clusters Score -2689181 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -2689198.250000 Penalty: 3259.459473
	Iteration 19Q: 3 clusters Score -2689198 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -2689230.500000 Penalty: 3259.459473
	Iteration 20F: 3 clusters Score -2689230 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -2689242.750000 Penalty: 3259.459473
	Iteration 21Q: 3 clusters Score -2689243 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -2689264.250000 Penalty: 3259.459473
	Iteration 22Q: 3 clusters Score -2689264 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -2689286.500000 Penalty: 3259.459473
	Iteration 23Q: 3 clusters Score -2689286 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -2689295.000000 Penalty: 3259.459473
	Iteration 24Q: 3 clusters Score -2689295 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -2689318.500000 Penalty: 3259.459473
	Iteration 25Q: 3 clusters Score -2689318 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -2689337.500000 Penalty: 3259.459473
	Iteration 26Q: 3 clusters Score -2689338 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -2689367.250000 Penalty: 3259.459473
	Iteration 27Q: 3 clusters Score -2689367 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -2689373.500000 Penalty: 3259.459473
	Iteration 28Q: 3 clusters Score -2689374 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -2689386.250000 Penalty: 3259.459473
	Iteration 29Q: 3 clusters Score -2689386 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -2689396.500000 Penalty: 3259.459473
	Iteration 30Q: 3 clusters Score -2689396 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -2689408.500000 Penalty: 3259.459473
	Iteration 31Q: 3 clusters Score -2689408 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -2689420.000000 Penalty: 3259.459473
	Iteration 32Q: 3 clusters Score -2689420 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -2689426.750000 Penalty: 3259.459473
	Iteration 33Q: 3 clusters Score -2689427 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -2689440.500000 Penalty: 3259.459473
	Iteration 34Q: 3 clusters Score -2689440 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -2689457.000000 Penalty: 3259.459473
	Iteration 35Q: 3 clusters Score -2689457 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -2689461.000000 Penalty: 3259.459473
	Iteration 36Q: 3 clusters Score -2689461 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -2689472.000000 Penalty: 3259.459473
	Iteration 37Q: 3 clusters Score -2689472 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -2689492.500000 Penalty: 3259.459473
	Iteration 38Q: 3 clusters Score -2689492 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -2689490.750000 Penalty: 3259.459473
	Iteration 39Q: 3 clusters Score -2689491 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -2689495.000000 Penalty: 3259.459473
	Iteration 40F: 3 clusters Score -2689495 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -2689507.000000 Penalty: 3259.459473
	Iteration 41Q: 3 clusters Score -2689507 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2689523.000000 Penalty: 3259.459473
	Iteration 42Q: 3 clusters Score -2689523 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -2689532.750000 Penalty: 3259.459473
	Iteration 43Q: 3 clusters Score -2689533 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2689545.250000 Penalty: 3259.459473
	Iteration 44Q: 3 clusters Score -2689545 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2689554.000000 Penalty: 3259.459473
	Iteration 45Q: 3 clusters Score -2689554 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2689556.750000 Penalty: 3259.459473
	Iteration 46Q: 3 clusters Score -2689557 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2689563.000000 Penalty: 3259.459473
	Iteration 47Q: 3 clusters Score -2689563 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -2689561.250000 Penalty: 3259.459473
	Iteration 48Q: 3 clusters Score -2689561 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2689572.000000 Penalty: 3259.459473
	Iteration 49Q: 3 clusters Score -2689572 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2689576.750000 Penalty: 3259.459473
	Iteration 50Q: 3 clusters Score -2689577 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2689580.250000 Penalty: 3259.459473
	Iteration 51Q: 3 clusters Score -2689580 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2689580.750000 Penalty: 3259.459473
	Iteration 52Q: 3 clusters Score -2689581 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2689586.750000 Penalty: 3259.459473
	Iteration 53Q: 3 clusters Score -2689587 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2689585.000000 Penalty: 3259.459473
	Iteration 54Q: 3 clusters Score -2689585 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2689586.750000 Penalty: 3259.459473
	Iteration 55Q: 3 clusters Score -2689587 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2689585.500000 Penalty: 3259.459473
	Iteration 56Q: 3 clusters Score -2689586 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2689598.000000 Penalty: 3259.459473
	Iteration 57Q: 3 clusters Score -2689598 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -2689603.250000 Penalty: 3259.459473
	Iteration 58Q: 3 clusters Score -2689603 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2689608.000000 Penalty: 3259.459473
	Iteration 59Q: 3 clusters Score -2689608 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2689610.750000 Penalty: 3259.459473
	Iteration 60F: 3 clusters Score -2689611 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2689608.500000 Penalty: 3259.459473
	Iteration 61Q: 3 clusters Score -2689608 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2689613.750000 Penalty: 3259.459473
	Iteration 62Q: 3 clusters Score -2689614 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2689624.000000 Penalty: 3259.459473
	Iteration 63Q: 3 clusters Score -2689624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2689626.250000 Penalty: 3259.459473
	Iteration 64Q: 3 clusters Score -2689626 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2689630.750000 Penalty: 3259.459473
	Iteration 65Q: 3 clusters Score -2689631 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2689639.250000 Penalty: 3259.459473
	Iteration 66Q: 3 clusters Score -2689639 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2689636.000000 Penalty: 3259.459473
	Iteration 67Q: 3 clusters Score -2689636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2689650.000000 Penalty: 3259.459473
	Iteration 68Q: 3 clusters Score -2689650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2689649.000000 Penalty: 3259.459473
	Iteration 69Q: 3 clusters Score -2689649 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2689654.000000 Penalty: 3259.459473
	Iteration 70Q: 3 clusters Score -2689654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2689653.500000 Penalty: 3259.459473
	Iteration 71Q: 3 clusters Score -2689654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2689656.000000 Penalty: 3259.459473
	Iteration 72Q: 3 clusters Score -2689656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2689659.500000 Penalty: 3259.459473
	Iteration 73Q: 3 clusters Score -2689660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2689660.250000 Penalty: 3259.459473
	Iteration 74Q: 3 clusters Score -2689660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2689660.250000 Penalty: 3259.459473
	Iteration 75Q: 3 clusters Score -2689660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2689669.000000 Penalty: 3259.459473
	Iteration 76Q: 3 clusters Score -2689669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2689666.750000 Penalty: 3259.459473
	Iteration 77Q: 3 clusters Score -2689667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2689666.750000 Penalty: 3259.459473
	Iteration 78Q: 3 clusters Score -2689667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2689671.000000 Penalty: 3259.459473
	Iteration 79Q: 3 clusters Score -2689671 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2689673.000000 Penalty: 3259.459473
	Iteration 80F: 3 clusters Score -2689673 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2689676.250000 Penalty: 3259.459473
	Iteration 81Q: 3 clusters Score -2689676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2689677.500000 Penalty: 3259.459473
	Iteration 82Q: 3 clusters Score -2689678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2689680.500000 Penalty: 3259.459473
	Iteration 83Q: 3 clusters Score -2689680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2689684.750000 Penalty: 3259.459473
	Iteration 84Q: 3 clusters Score -2689685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2689684.250000 Penalty: 3259.459473
	Iteration 85Q: 3 clusters Score -2689684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2689684.250000 Penalty: 3259.459473
	Iteration 86Q: 3 clusters Score -2689684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2689683.250000 Penalty: 3259.459473
	Iteration 87Q: 3 clusters Score -2689683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2689688.250000 Penalty: 3259.459473
	Iteration 88Q: 3 clusters Score -2689688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2689688.250000 Penalty: 3259.459473
	Iteration 89Q: 3 clusters Score -2689688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2689687.500000 Penalty: 3259.459473
	Iteration 90Q: 3 clusters Score -2689688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2689692.500000 Penalty: 3259.459473
	Iteration 91Q: 3 clusters Score -2689692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2689695.750000 Penalty: 3259.459473
	Iteration 92Q: 3 clusters Score -2689696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2689700.750000 Penalty: 3259.459473
	Iteration 93Q: 3 clusters Score -2689701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2689697.000000 Penalty: 3259.459473
	Iteration 94Q: 3 clusters Score -2689697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2689697.000000 Penalty: 3259.459473
	Iteration 95F: 3 clusters Score -2689697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Entering Unmasked Estep 
Score: -63757.820312 Penalty: 1064.550537
	Iteration 0F: 2 clusters Score -63757.82 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 352 members 
Entering Unmasked Estep 
Score: -62573.324219 Penalty: 2129.101074
	Iteration 0F: 3 clusters Score -62573.32 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -62992.933594 Penalty: 2129.101074
	Iteration 1F: 3 clusters Score -62992.93 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -63234.230469 Penalty: 2129.101074
	Iteration 2F: 3 clusters Score -63234.23 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -63403.703125 Penalty: 2129.101074
	Iteration 3F: 3 clusters Score -63403.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -63458.070312 Penalty: 2129.101074
	Iteration 4Q: 3 clusters Score -63458.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -63499.062500 Penalty: 2129.101074
	Iteration 5Q: 3 clusters Score -63499.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -63528.882812 Penalty: 2129.101074
	Iteration 6Q: 3 clusters Score -63528.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -63534.089844 Penalty: 2129.101074
	Iteration 7Q: 3 clusters Score -63534.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -63534.992188 Penalty: 2129.101074
	Iteration 8Q: 3 clusters Score -63534.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -63538.488281 Penalty: 2129.101074
	Iteration 9Q: 3 clusters Score -63538.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -63542.941406 Penalty: 2129.101074
	Iteration 10Q: 3 clusters Score -63542.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -63545.183594 Penalty: 2129.101074
	Iteration 11Q: 3 clusters Score -63545.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -63547.878906 Penalty: 2129.101074
	Iteration 12Q: 3 clusters Score -63547.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -63550.222656 Penalty: 2129.101074
	Iteration 13Q: 3 clusters Score -63550.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -63558.613281 Penalty: 2129.101074
	Iteration 14Q: 3 clusters Score -63558.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -63561.792969 Penalty: 2129.101074
	Iteration 15Q: 3 clusters Score -63561.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -63567.457031 Penalty: 2129.101074
	Iteration 16Q: 3 clusters Score -63567.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -63571.769531 Penalty: 2129.101074
	Iteration 17Q: 3 clusters Score -63571.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -63571.769531 Penalty: 2129.101074
	Iteration 18F: 3 clusters Score -63571.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (38764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38764 members 
Entering Unmasked Estep 
Score: -4264133.500000 Penalty: 1716.852783
	Iteration 0F: 2 clusters Score -4264134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -4238066.000000 Penalty: 3433.705566
	Iteration 0F: 3 clusters Score -4238066 nChanged 18117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -4248329.500000 Penalty: 3433.705566
	Iteration 1F: 3 clusters Score -4248330 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -4248817.500000 Penalty: 3433.705566
	Iteration 2Q: 3 clusters Score -4248818 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -4249312.500000 Penalty: 3433.705566
	Iteration 3Q: 3 clusters Score -4249312 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -4249914.500000 Penalty: 3433.705566
	Iteration 4Q: 3 clusters Score -4249914 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -4250618.000000 Penalty: 3433.705566
	Iteration 5Q: 3 clusters Score -4250618 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -4251576.000000 Penalty: 3433.705566
	Iteration 6Q: 3 clusters Score -4251576 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -4252832.000000 Penalty: 3433.705566
	Iteration 7F: 3 clusters Score -4252832 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -4254329.000000 Penalty: 3433.705566
	Iteration 8F: 3 clusters Score -4254329 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -4255885.000000 Penalty: 3433.705566
	Iteration 9F: 3 clusters Score -4255885 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -4256958.500000 Penalty: 3433.705566
	Iteration 10F: 3 clusters Score -4256958 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -4257465.500000 Penalty: 3433.705566
	Iteration 11Q: 3 clusters Score -4257466 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -4257644.500000 Penalty: 3433.705566
	Iteration 12Q: 3 clusters Score -4257644 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -4257770.500000 Penalty: 3433.705566
	Iteration 13Q: 3 clusters Score -4257770 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -4257865.500000 Penalty: 3433.705566
	Iteration 14Q: 3 clusters Score -4257866 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -4257954.500000 Penalty: 3433.705566
	Iteration 15Q: 3 clusters Score -4257954 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -4258038.000000 Penalty: 3433.705566
	Iteration 16Q: 3 clusters Score -4258038 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -4258139.500000 Penalty: 3433.705566
	Iteration 17Q: 3 clusters Score -4258140 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -4258261.000000 Penalty: 3433.705566
	Iteration 18Q: 3 clusters Score -4258261 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -4258400.000000 Penalty: 3433.705566
	Iteration 19Q: 3 clusters Score -4258400 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -4258518.000000 Penalty: 3433.705566
	Iteration 20F: 3 clusters Score -4258518 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -4258711.500000 Penalty: 3433.705566
	Iteration 21Q: 3 clusters Score -4258712 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -4258899.000000 Penalty: 3433.705566
	Iteration 22Q: 3 clusters Score -4258899 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -4259144.000000 Penalty: 3433.705566
	Iteration 23Q: 3 clusters Score -4259144 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -4259383.000000 Penalty: 3433.705566
	Iteration 24Q: 3 clusters Score -4259383 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -4259610.000000 Penalty: 3433.705566
	Iteration 25Q: 3 clusters Score -4259610 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30085 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -4259923.500000 Penalty: 3433.705566
	Iteration 26Q: 3 clusters Score -4259924 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -4260194.500000 Penalty: 3433.705566
	Iteration 27Q: 3 clusters Score -4260194 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -4260483.500000 Penalty: 3433.705566
	Iteration 28Q: 3 clusters Score -4260484 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32001 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -4260724.500000 Penalty: 3433.705566
	Iteration 29Q: 3 clusters Score -4260724 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32543 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -4260951.500000 Penalty: 3433.705566
	Iteration 30Q: 3 clusters Score -4260952 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33078 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -4261160.000000 Penalty: 3433.705566
	Iteration 31Q: 3 clusters Score -4261160 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33564 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -4261384.000000 Penalty: 3433.705566
	Iteration 32Q: 3 clusters Score -4261384 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34014 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -4261566.000000 Penalty: 3433.705566
	Iteration 33Q: 3 clusters Score -4261566 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -4261710.500000 Penalty: 3433.705566
	Iteration 34Q: 3 clusters Score -4261710 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -4261850.000000 Penalty: 3433.705566
	Iteration 35Q: 3 clusters Score -4261850 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -4261974.500000 Penalty: 3433.705566
	Iteration 36Q: 3 clusters Score -4261974 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35426 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -4262097.500000 Penalty: 3433.705566
	Iteration 37Q: 3 clusters Score -4262098 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35685 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -4262185.000000 Penalty: 3433.705566
	Iteration 38Q: 3 clusters Score -4262185 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35906 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -4262263.500000 Penalty: 3433.705566
	Iteration 39Q: 3 clusters Score -4262264 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -4262325.500000 Penalty: 3433.705566
	Iteration 40F: 3 clusters Score -4262326 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36299 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -4262407.500000 Penalty: 3433.705566
	Iteration 41Q: 3 clusters Score -4262408 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36448 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -4262450.500000 Penalty: 3433.705566
	Iteration 42Q: 3 clusters Score -4262450 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36578 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -4262491.500000 Penalty: 3433.705566
	Iteration 43Q: 3 clusters Score -4262492 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36685 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -4262509.000000 Penalty: 3433.705566
	Iteration 44Q: 3 clusters Score -4262509 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36785 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -4262541.500000 Penalty: 3433.705566
	Iteration 45Q: 3 clusters Score -4262542 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36865 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -4262551.000000 Penalty: 3433.705566
	Iteration 46Q: 3 clusters Score -4262551 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36934 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -4262581.500000 Penalty: 3433.705566
	Iteration 47Q: 3 clusters Score -4262582 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37000 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -4262596.000000 Penalty: 3433.705566
	Iteration 48Q: 3 clusters Score -4262596 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -4262616.000000 Penalty: 3433.705566
	Iteration 49Q: 3 clusters Score -4262616 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37124 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -4262643.500000 Penalty: 3433.705566
	Iteration 50Q: 3 clusters Score -4262644 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37192 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -4262659.500000 Penalty: 3433.705566
	Iteration 51Q: 3 clusters Score -4262660 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37241 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -4262667.500000 Penalty: 3433.705566
	Iteration 52Q: 3 clusters Score -4262668 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37283 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -4262684.000000 Penalty: 3433.705566
	Iteration 53Q: 3 clusters Score -4262684 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37322 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4262688.000000 Penalty: 3433.705566
	Iteration 54Q: 3 clusters Score -4262688 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37364 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -4262704.500000 Penalty: 3433.705566
	Iteration 55Q: 3 clusters Score -4262704 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -4262701.500000 Penalty: 3433.705566
	Iteration 56Q: 3 clusters Score -4262702 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37423 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -4262723.000000 Penalty: 3433.705566
	Iteration 57Q: 3 clusters Score -4262723 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37447 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -4262740.000000 Penalty: 3433.705566
	Iteration 58Q: 3 clusters Score -4262740 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37468 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -4262744.000000 Penalty: 3433.705566
	Iteration 59Q: 3 clusters Score -4262744 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37490 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -4262749.000000 Penalty: 3433.705566
	Iteration 60F: 3 clusters Score -4262749 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37516 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -4262756.000000 Penalty: 3433.705566
	Iteration 61Q: 3 clusters Score -4262756 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37539 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -4262756.500000 Penalty: 3433.705566
	Iteration 62Q: 3 clusters Score -4262756 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37561 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -4262762.500000 Penalty: 3433.705566
	Iteration 63Q: 3 clusters Score -4262762 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37579 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -4262772.000000 Penalty: 3433.705566
	Iteration 64Q: 3 clusters Score -4262772 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37599 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -4262767.500000 Penalty: 3433.705566
	Iteration 65Q: 3 clusters Score -4262768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37613 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -4262772.000000 Penalty: 3433.705566
	Iteration 66Q: 3 clusters Score -4262772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37626 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -4262778.000000 Penalty: 3433.705566
	Iteration 67Q: 3 clusters Score -4262778 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37643 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -4262783.000000 Penalty: 3433.705566
	Iteration 68Q: 3 clusters Score -4262783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37653 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -4262787.000000 Penalty: 3433.705566
	Iteration 69Q: 3 clusters Score -4262787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -4262792.000000 Penalty: 3433.705566
	Iteration 70Q: 3 clusters Score -4262792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37665 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -4262802.000000 Penalty: 3433.705566
	Iteration 71Q: 3 clusters Score -4262802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -4262798.500000 Penalty: 3433.705566
	Iteration 72Q: 3 clusters Score -4262798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37673 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -4262799.000000 Penalty: 3433.705566
	Iteration 73Q: 3 clusters Score -4262799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37679 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -4262796.000000 Penalty: 3433.705566
	Iteration 74Q: 3 clusters Score -4262796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37685 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -4262799.500000 Penalty: 3433.705566
	Iteration 75Q: 3 clusters Score -4262800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37694 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -4262802.000000 Penalty: 3433.705566
	Iteration 76Q: 3 clusters Score -4262802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37697 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -4262808.000000 Penalty: 3433.705566
	Iteration 77Q: 3 clusters Score -4262808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37700 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -4262805.000000 Penalty: 3433.705566
	Iteration 78Q: 3 clusters Score -4262805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37703 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -4262810.500000 Penalty: 3433.705566
	Iteration 79Q: 3 clusters Score -4262810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37707 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -4262808.000000 Penalty: 3433.705566
	Iteration 80F: 3 clusters Score -4262808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -4262808.500000 Penalty: 3433.705566
	Iteration 81Q: 3 clusters Score -4262808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -4262805.500000 Penalty: 3433.705566
	Iteration 82Q: 3 clusters Score -4262806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -4262810.500000 Penalty: 3433.705566
	Iteration 83Q: 3 clusters Score -4262810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -4262810.500000 Penalty: 3433.705566
	Iteration 84F: 3 clusters Score -4262810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (74854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74854 members 
Entering Unmasked Estep 
Score: -8492289.000000 Penalty: 1823.785522
	Iteration 0F: 2 clusters Score -8492289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37426 members 
Mstep: Class 2 contains 37428 members 
Entering Unmasked Estep 
Score: -8442148.000000 Penalty: 3647.571045
	Iteration 0F: 3 clusters Score -8442148 nChanged 35574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37242 members 
Mstep: Class 2 contains 37612 members 
Entering Unmasked Estep 
Score: -8463126.000000 Penalty: 3647.571045
	Iteration 1F: 3 clusters Score -8463126 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37277 members 
Mstep: Class 2 contains 37577 members 
Entering Unmasked Estep 
Score: -8463982.000000 Penalty: 3647.571045
	Iteration 2Q: 3 clusters Score -8463982 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37368 members 
Mstep: Class 2 contains 37486 members 
Entering Unmasked Estep 
Score: -8465073.000000 Penalty: 3647.571045
	Iteration 3Q: 3 clusters Score -8465073 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37422 members 
Mstep: Class 2 contains 37432 members 
Entering Unmasked Estep 
Score: -8466552.000000 Penalty: 3647.571045
	Iteration 4Q: 3 clusters Score -8466552 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37394 members 
Mstep: Class 2 contains 37460 members 
Entering Unmasked Estep 
Score: -8468627.000000 Penalty: 3647.571045
	Iteration 5F: 3 clusters Score -8468627 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37345 members 
Mstep: Class 2 contains 37509 members 
Entering Unmasked Estep 
Score: -8471677.000000 Penalty: 3647.571045
	Iteration 6F: 3 clusters Score -8471677 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37256 members 
Mstep: Class 2 contains 37598 members 
Entering Unmasked Estep 
Score: -8475167.000000 Penalty: 3647.571045
	Iteration 7F: 3 clusters Score -8475167 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 37647 members 
Entering Unmasked Estep 
Score: -8477859.000000 Penalty: 3647.571045
	Iteration 8F: 3 clusters Score -8477859 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37213 members 
Mstep: Class 2 contains 37641 members 
Entering Unmasked Estep 
Score: -8479069.000000 Penalty: 3647.571045
	Iteration 9Q: 3 clusters Score -8479069 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 37600 members 
Entering Unmasked Estep 
Score: -8479465.000000 Penalty: 3647.571045
	Iteration 10Q: 3 clusters Score -8479465 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37291 members 
Mstep: Class 2 contains 37563 members 
Entering Unmasked Estep 
Score: -8479669.000000 Penalty: 3647.571045
	Iteration 11Q: 3 clusters Score -8479669 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37378 members 
Mstep: Class 2 contains 37476 members 
Entering Unmasked Estep 
Score: -8479819.000000 Penalty: 3647.571045
	Iteration 12Q: 3 clusters Score -8479819 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37481 members 
Mstep: Class 2 contains 37373 members 
Entering Unmasked Estep 
Score: -8479972.000000 Penalty: 3647.571045
	Iteration 13Q: 3 clusters Score -8479972 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37587 members 
Mstep: Class 2 contains 37267 members 
Entering Unmasked Estep 
Score: -8480131.000000 Penalty: 3647.571045
	Iteration 14Q: 3 clusters Score -8480131 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 37137 members 
Entering Unmasked Estep 
Score: -8480314.000000 Penalty: 3647.571045
	Iteration 15Q: 3 clusters Score -8480314 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37845 members 
Mstep: Class 2 contains 37009 members 
Entering Unmasked Estep 
Score: -8480442.000000 Penalty: 3647.571045
	Iteration 16Q: 3 clusters Score -8480442 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37976 members 
Mstep: Class 2 contains 36878 members 
Entering Unmasked Estep 
Score: -8480522.000000 Penalty: 3647.571045
	Iteration 17Q: 3 clusters Score -8480522 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38134 members 
Mstep: Class 2 contains 36720 members 
Entering Unmasked Estep 
Score: -8480663.000000 Penalty: 3647.571045
	Iteration 18Q: 3 clusters Score -8480663 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38283 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -8480794.000000 Penalty: 3647.571045
	Iteration 19Q: 3 clusters Score -8480794 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38438 members 
Mstep: Class 2 contains 36416 members 
Entering Unmasked Estep 
Score: -8480911.000000 Penalty: 3647.571045
	Iteration 20F: 3 clusters Score -8480911 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38594 members 
Mstep: Class 2 contains 36260 members 
Entering Unmasked Estep 
Score: -8481015.000000 Penalty: 3647.571045
	Iteration 21Q: 3 clusters Score -8481015 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38756 members 
Mstep: Class 2 contains 36098 members 
Entering Unmasked Estep 
Score: -8481116.000000 Penalty: 3647.571045
	Iteration 22Q: 3 clusters Score -8481116 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38953 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
Score: -8481195.000000 Penalty: 3647.571045
	Iteration 23Q: 3 clusters Score -8481195 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39169 members 
Mstep: Class 2 contains 35685 members 
Entering Unmasked Estep 
Score: -8481285.000000 Penalty: 3647.571045
	Iteration 24Q: 3 clusters Score -8481285 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39403 members 
Mstep: Class 2 contains 35451 members 
Entering Unmasked Estep 
Score: -8481372.000000 Penalty: 3647.571045
	Iteration 25Q: 3 clusters Score -8481372 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39631 members 
Mstep: Class 2 contains 35223 members 
Entering Unmasked Estep 
Score: -8481461.000000 Penalty: 3647.571045
	Iteration 26Q: 3 clusters Score -8481461 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39845 members 
Mstep: Class 2 contains 35009 members 
Entering Unmasked Estep 
Score: -8481546.000000 Penalty: 3647.571045
	Iteration 27Q: 3 clusters Score -8481546 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40074 members 
Mstep: Class 2 contains 34780 members 
Entering Unmasked Estep 
Score: -8481597.000000 Penalty: 3647.571045
	Iteration 28Q: 3 clusters Score -8481597 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40357 members 
Mstep: Class 2 contains 34497 members 
Entering Unmasked Estep 
Score: -8481683.000000 Penalty: 3647.571045
	Iteration 29Q: 3 clusters Score -8481683 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40623 members 
Mstep: Class 2 contains 34231 members 
Entering Unmasked Estep 
Score: -8481702.000000 Penalty: 3647.571045
	Iteration 30Q: 3 clusters Score -8481702 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40863 members 
Mstep: Class 2 contains 33991 members 
Entering Unmasked Estep 
Score: -8481763.000000 Penalty: 3647.571045
	Iteration 31Q: 3 clusters Score -8481763 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41105 members 
Mstep: Class 2 contains 33749 members 
Entering Unmasked Estep 
Score: -8481815.000000 Penalty: 3647.571045
	Iteration 32Q: 3 clusters Score -8481815 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41394 members 
Mstep: Class 2 contains 33460 members 
Entering Unmasked Estep 
Score: -8481879.000000 Penalty: 3647.571045
	Iteration 33Q: 3 clusters Score -8481879 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41718 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -8481939.000000 Penalty: 3647.571045
	Iteration 34Q: 3 clusters Score -8481939 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42038 members 
Mstep: Class 2 contains 32816 members 
Entering Unmasked Estep 
Score: -8482000.000000 Penalty: 3647.571045
	Iteration 35Q: 3 clusters Score -8482000 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42371 members 
Mstep: Class 2 contains 32483 members 
Entering Unmasked Estep 
Score: -8482080.000000 Penalty: 3647.571045
	Iteration 36Q: 3 clusters Score -8482080 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42709 members 
Mstep: Class 2 contains 32145 members 
Entering Unmasked Estep 
Score: -8482146.000000 Penalty: 3647.571045
	Iteration 37Q: 3 clusters Score -8482146 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -8482225.000000 Penalty: 3647.571045
	Iteration 38Q: 3 clusters Score -8482225 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43419 members 
Mstep: Class 2 contains 31435 members 
Entering Unmasked Estep 
Score: -8482324.000000 Penalty: 3647.571045
	Iteration 39Q: 3 clusters Score -8482324 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43823 members 
Mstep: Class 2 contains 31031 members 
Entering Unmasked Estep 
Score: -8482364.000000 Penalty: 3647.571045
	Iteration 40F: 3 clusters Score -8482364 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44266 members 
Mstep: Class 2 contains 30588 members 
Entering Unmasked Estep 
Score: -8482476.000000 Penalty: 3647.571045
	Iteration 41Q: 3 clusters Score -8482476 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44708 members 
Mstep: Class 2 contains 30146 members 
Entering Unmasked Estep 
Score: -8482577.000000 Penalty: 3647.571045
	Iteration 42Q: 3 clusters Score -8482577 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45196 members 
Mstep: Class 2 contains 29658 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 28287 members 
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Mstep: Class 2 contains 27291 members 
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Mstep: Class 2 contains 26770 members 
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Mstep: Class 2 contains 26239 members 
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	Iteration 135Q: 3 clusters Score -8490825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74048 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -8490823.000000 Penalty: 3647.571045
	Iteration 136Q: 3 clusters Score -8490823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74049 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -8490828.000000 Penalty: 3647.571045
	Iteration 137Q: 3 clusters Score -8490828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74051 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -8490824.000000 Penalty: 3647.571045
	Iteration 138Q: 3 clusters Score -8490824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74056 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -8490828.000000 Penalty: 3647.571045
	Iteration 139Q: 3 clusters Score -8490828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74060 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -8490827.000000 Penalty: 3647.571045
	Iteration 140F: 3 clusters Score -8490827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74064 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -8490835.000000 Penalty: 3647.571045
	Iteration 141Q: 3 clusters Score -8490835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74068 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -8490838.000000 Penalty: 3647.571045
	Iteration 142Q: 3 clusters Score -8490838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74069 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -8490837.000000 Penalty: 3647.571045
	Iteration 143Q: 3 clusters Score -8490837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74070 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -8490836.000000 Penalty: 3647.571045
	Iteration 144Q: 3 clusters Score -8490836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74071 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -8490832.000000 Penalty: 3647.571045
	Iteration 145Q: 3 clusters Score -8490832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74074 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -8490836.000000 Penalty: 3647.571045
	Iteration 146Q: 3 clusters Score -8490836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74076 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -8490844.000000 Penalty: 3647.571045
	Iteration 147Q: 3 clusters Score -8490844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74080 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -8490847.000000 Penalty: 3647.571045
	Iteration 148Q: 3 clusters Score -8490847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74081 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -8490844.000000 Penalty: 3647.571045
	Iteration 149Q: 3 clusters Score -8490844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74082 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -8490841.000000 Penalty: 3647.571045
	Iteration 150Q: 3 clusters Score -8490841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74082 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -8490836.000000 Penalty: 3647.571045
	Iteration 151Q: 3 clusters Score -8490836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74082 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -8490836.000000 Penalty: 3647.571045
	Iteration 152F: 3 clusters Score -8490836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (84535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84535 members 
Entering Unmasked Estep 
Score: -9912578.000000 Penalty: 1843.549683
	Iteration 0F: 2 clusters Score -9912578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42303 members 
Mstep: Class 2 contains 42232 members 
Entering Unmasked Estep 
Score: -9856131.000000 Penalty: 3687.099365
	Iteration 0F: 3 clusters Score -9856131 nChanged 40120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42535 members 
Mstep: Class 2 contains 42000 members 
Entering Unmasked Estep 
Score: -9879136.000000 Penalty: 3687.099365
	Iteration 1F: 3 clusters Score -9879136 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42487 members 
Mstep: Class 2 contains 42048 members 
Entering Unmasked Estep 
Score: -9879867.000000 Penalty: 3687.099365
	Iteration 2Q: 3 clusters Score -9879867 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 42225 members 
Entering Unmasked Estep 
Score: -9881082.000000 Penalty: 3687.099365
	Iteration 3Q: 3 clusters Score -9881082 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42043 members 
Mstep: Class 2 contains 42492 members 
Entering Unmasked Estep 
Score: -9883217.000000 Penalty: 3687.099365
	Iteration 4Q: 3 clusters Score -9883217 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41354 members 
Mstep: Class 2 contains 43181 members 
Entering Unmasked Estep 
Score: -9886801.000000 Penalty: 3687.099365
	Iteration 5F: 3 clusters Score -9886801 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39953 members 
Mstep: Class 2 contains 44582 members 
Entering Unmasked Estep 
Score: -9892226.000000 Penalty: 3687.099365
	Iteration 6F: 3 clusters Score -9892226 nChanged 6773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37980 members 
Mstep: Class 2 contains 46555 members 
Entering Unmasked Estep 
Score: -9898606.000000 Penalty: 3687.099365
	Iteration 7F: 3 clusters Score -9898606 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36122 members 
Mstep: Class 2 contains 48413 members 
Entering Unmasked Estep 
Score: -9903445.000000 Penalty: 3687.099365
	Iteration 8F: 3 clusters Score -9903445 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34635 members 
Mstep: Class 2 contains 49900 members 
Entering Unmasked Estep 
Score: -9905842.000000 Penalty: 3687.099365
	Iteration 9Q: 3 clusters Score -9905842 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33388 members 
Mstep: Class 2 contains 51147 members 
Entering Unmasked Estep 
Score: -9907296.000000 Penalty: 3687.099365
	Iteration 10Q: 3 clusters Score -9907296 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32173 members 
Mstep: Class 2 contains 52362 members 
Entering Unmasked Estep 
Score: -9908530.000000 Penalty: 3687.099365
	Iteration 11Q: 3 clusters Score -9908530 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 53541 members 
Entering Unmasked Estep 
Score: -9909672.000000 Penalty: 3687.099365
	Iteration 12Q: 3 clusters Score -9909672 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 54590 members 
Entering Unmasked Estep 
Score: -9910609.000000 Penalty: 3687.099365
	Iteration 13Q: 3 clusters Score -9910609 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28988 members 
Mstep: Class 2 contains 55547 members 
Entering Unmasked Estep 
Score: -9911248.000000 Penalty: 3687.099365
	Iteration 14Q: 3 clusters Score -9911248 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 56381 members 
Entering Unmasked Estep 
Score: -9911599.000000 Penalty: 3687.099365
	Iteration 15Q: 3 clusters Score -9911599 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 57162 members 
Entering Unmasked Estep 
Score: -9911845.000000 Penalty: 3687.099365
	Iteration 16Q: 3 clusters Score -9911845 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 57919 members 
Entering Unmasked Estep 
Score: -9912047.000000 Penalty: 3687.099365
	Iteration 17Q: 3 clusters Score -9912047 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 58622 members 
Entering Unmasked Estep 
Score: -9912102.000000 Penalty: 3687.099365
	Iteration 18Q: 3 clusters Score -9912102 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 59305 members 
Entering Unmasked Estep 
Score: -9912229.000000 Penalty: 3687.099365
	Iteration 19Q: 3 clusters Score -9912229 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 59946 members 
Entering Unmasked Estep 
Score: -9912236.000000 Penalty: 3687.099365
	Iteration 20F: 3 clusters Score -9912236 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 60548 members 
Entering Unmasked Estep 
Score: -9912325.000000 Penalty: 3687.099365
	Iteration 21Q: 3 clusters Score -9912325 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 61114 members 
Entering Unmasked Estep 
Score: -9912320.000000 Penalty: 3687.099365
	Iteration 22Q: 3 clusters Score -9912320 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 61667 members 
Entering Unmasked Estep 
Score: -9912309.000000 Penalty: 3687.099365
	Iteration 23Q: 3 clusters Score -9912309 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 62190 members 
Entering Unmasked Estep 
Score: -9912316.000000 Penalty: 3687.099365
	Iteration 24Q: 3 clusters Score -9912316 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 62700 members 
Entering Unmasked Estep 
Score: -9912341.000000 Penalty: 3687.099365
	Iteration 25Q: 3 clusters Score -9912341 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 63221 members 
Entering Unmasked Estep 
Score: -9912337.000000 Penalty: 3687.099365
	Iteration 26Q: 3 clusters Score -9912337 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 63731 members 
Entering Unmasked Estep 
Score: -9912336.000000 Penalty: 3687.099365
	Iteration 27Q: 3 clusters Score -9912336 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 64261 members 
Entering Unmasked Estep 
Score: -9912375.000000 Penalty: 3687.099365
	Iteration 28Q: 3 clusters Score -9912375 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 64776 members 
Entering Unmasked Estep 
Score: -9912334.000000 Penalty: 3687.099365
	Iteration 29Q: 3 clusters Score -9912334 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 65291 members 
Entering Unmasked Estep 
Score: -9912349.000000 Penalty: 3687.099365
	Iteration 30Q: 3 clusters Score -9912349 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 65783 members 
Entering Unmasked Estep 
Score: -9912349.000000 Penalty: 3687.099365
	Iteration 31Q: 3 clusters Score -9912349 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 66270 members 
Entering Unmasked Estep 
Score: -9912352.000000 Penalty: 3687.099365
	Iteration 32Q: 3 clusters Score -9912352 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 66774 members 
Entering Unmasked Estep 
Score: -9912327.000000 Penalty: 3687.099365
	Iteration 33Q: 3 clusters Score -9912327 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 67287 members 
Entering Unmasked Estep 
Score: -9912360.000000 Penalty: 3687.099365
	Iteration 34Q: 3 clusters Score -9912360 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 67771 members 
Entering Unmasked Estep 
Score: -9912343.000000 Penalty: 3687.099365
	Iteration 35Q: 3 clusters Score -9912343 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 68249 members 
Entering Unmasked Estep 
Score: -9912332.000000 Penalty: 3687.099365
	Iteration 36Q: 3 clusters Score -9912332 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 68747 members 
Entering Unmasked Estep 
Score: -9912327.000000 Penalty: 3687.099365
	Iteration 37Q: 3 clusters Score -9912327 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 69259 members 
Entering Unmasked Estep 
Score: -9912350.000000 Penalty: 3687.099365
	Iteration 38Q: 3 clusters Score -9912350 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 69725 members 
Entering Unmasked Estep 
Score: -9912349.000000 Penalty: 3687.099365
	Iteration 39Q: 3 clusters Score -9912349 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 70144 members 
Entering Unmasked Estep 
Score: -9912362.000000 Penalty: 3687.099365
	Iteration 40F: 3 clusters Score -9912362 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 70544 members 
Entering Unmasked Estep 
Score: -9912413.000000 Penalty: 3687.099365
	Iteration 41Q: 3 clusters Score -9912413 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 70927 members 
Entering Unmasked Estep 
Score: -9912364.000000 Penalty: 3687.099365
	Iteration 42Q: 3 clusters Score -9912364 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 71291 members 
Entering Unmasked Estep 
Score: -9912364.000000 Penalty: 3687.099365
	Iteration 43Q: 3 clusters Score -9912364 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 71664 members 
Entering Unmasked Estep 
Score: -9912334.000000 Penalty: 3687.099365
	Iteration 44Q: 3 clusters Score -9912334 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 72018 members 
Entering Unmasked Estep 
Score: -9912341.000000 Penalty: 3687.099365
	Iteration 45Q: 3 clusters Score -9912341 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 72380 members 
Entering Unmasked Estep 
Score: -9912389.000000 Penalty: 3687.099365
	Iteration 46Q: 3 clusters Score -9912389 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 72754 members 
Entering Unmasked Estep 
Score: -9912390.000000 Penalty: 3687.099365
	Iteration 47Q: 3 clusters Score -9912390 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 73119 members 
Entering Unmasked Estep 
Score: -9912394.000000 Penalty: 3687.099365
	Iteration 48Q: 3 clusters Score -9912394 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 73488 members 
Entering Unmasked Estep 
Score: -9912417.000000 Penalty: 3687.099365
	Iteration 49Q: 3 clusters Score -9912417 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 73840 members 
Entering Unmasked Estep 
Score: -9912449.000000 Penalty: 3687.099365
	Iteration 50Q: 3 clusters Score -9912449 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 74165 members 
Entering Unmasked Estep 
Score: -9912458.000000 Penalty: 3687.099365
	Iteration 51Q: 3 clusters Score -9912458 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 74479 members 
Entering Unmasked Estep 
Score: -9912480.000000 Penalty: 3687.099365
	Iteration 52Q: 3 clusters Score -9912480 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 74767 members 
Entering Unmasked Estep 
Score: -9912481.000000 Penalty: 3687.099365
	Iteration 53Q: 3 clusters Score -9912481 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 75031 members 
Entering Unmasked Estep 
Score: -9912454.000000 Penalty: 3687.099365
	Iteration 54Q: 3 clusters Score -9912454 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 75286 members 
Entering Unmasked Estep 
Score: -9912479.000000 Penalty: 3687.099365
	Iteration 55Q: 3 clusters Score -9912479 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 75511 members 
Entering Unmasked Estep 
Score: -9912464.000000 Penalty: 3687.099365
	Iteration 56Q: 3 clusters Score -9912464 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 75718 members 
Entering Unmasked Estep 
Score: -9912478.000000 Penalty: 3687.099365
	Iteration 57Q: 3 clusters Score -9912478 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 75945 members 
Entering Unmasked Estep 
Score: -9912444.000000 Penalty: 3687.099365
	Iteration 58Q: 3 clusters Score -9912444 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 76150 members 
Entering Unmasked Estep 
Score: -9912418.000000 Penalty: 3687.099365
	Iteration 59Q: 3 clusters Score -9912418 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 76345 members 
Entering Unmasked Estep 
Score: -9912404.000000 Penalty: 3687.099365
	Iteration 60F: 3 clusters Score -9912404 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 76537 members 
Entering Unmasked Estep 
Score: -9912430.000000 Penalty: 3687.099365
	Iteration 61Q: 3 clusters Score -9912430 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 76724 members 
Entering Unmasked Estep 
Score: -9912432.000000 Penalty: 3687.099365
	Iteration 62Q: 3 clusters Score -9912432 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 76910 members 
Entering Unmasked Estep 
Score: -9912400.000000 Penalty: 3687.099365
	Iteration 63Q: 3 clusters Score -9912400 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 77098 members 
Entering Unmasked Estep 
Score: -9912411.000000 Penalty: 3687.099365
	Iteration 64Q: 3 clusters Score -9912411 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 77292 members 
Entering Unmasked Estep 
Score: -9912424.000000 Penalty: 3687.099365
	Iteration 65Q: 3 clusters Score -9912424 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 77477 members 
Entering Unmasked Estep 
Score: -9912399.000000 Penalty: 3687.099365
	Iteration 66Q: 3 clusters Score -9912399 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 77639 members 
Entering Unmasked Estep 
Score: -9912406.000000 Penalty: 3687.099365
	Iteration 67Q: 3 clusters Score -9912406 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 77782 members 
Entering Unmasked Estep 
Score: -9912394.000000 Penalty: 3687.099365
	Iteration 68Q: 3 clusters Score -9912394 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 77908 members 
Entering Unmasked Estep 
Score: -9912377.000000 Penalty: 3687.099365
	Iteration 69Q: 3 clusters Score -9912377 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 78020 members 
Entering Unmasked Estep 
Score: -9912382.000000 Penalty: 3687.099365
	Iteration 70Q: 3 clusters Score -9912382 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 78144 members 
Entering Unmasked Estep 
Score: -9912389.000000 Penalty: 3687.099365
	Iteration 71Q: 3 clusters Score -9912389 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 78259 members 
Entering Unmasked Estep 
Score: -9912390.000000 Penalty: 3687.099365
	Iteration 72Q: 3 clusters Score -9912390 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 78363 members 
Entering Unmasked Estep 
Score: -9912383.000000 Penalty: 3687.099365
	Iteration 73Q: 3 clusters Score -9912383 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 78456 members 
Entering Unmasked Estep 
Score: -9912372.000000 Penalty: 3687.099365
	Iteration 74Q: 3 clusters Score -9912372 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 78560 members 
Entering Unmasked Estep 
Score: -9912344.000000 Penalty: 3687.099365
	Iteration 75Q: 3 clusters Score -9912344 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 78666 members 
Entering Unmasked Estep 
Score: -9912345.000000 Penalty: 3687.099365
	Iteration 76Q: 3 clusters Score -9912345 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 78771 members 
Entering Unmasked Estep 
Score: -9912340.000000 Penalty: 3687.099365
	Iteration 77Q: 3 clusters Score -9912340 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 78869 members 
Entering Unmasked Estep 
Score: -9912319.000000 Penalty: 3687.099365
	Iteration 78Q: 3 clusters Score -9912319 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 78947 members 
Entering Unmasked Estep 
Score: -9912330.000000 Penalty: 3687.099365
	Iteration 79Q: 3 clusters Score -9912330 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 79025 members 
Entering Unmasked Estep 
Score: -9912355.000000 Penalty: 3687.099365
	Iteration 80F: 3 clusters Score -9912355 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 79102 members 
Entering Unmasked Estep 
Score: -9912355.000000 Penalty: 3687.099365
	Iteration 81Q: 3 clusters Score -9912355 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 79176 members 
Entering Unmasked Estep 
Score: -9912354.000000 Penalty: 3687.099365
	Iteration 82Q: 3 clusters Score -9912354 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 79236 members 
Entering Unmasked Estep 
Score: -9912346.000000 Penalty: 3687.099365
	Iteration 83Q: 3 clusters Score -9912346 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 79295 members 
Entering Unmasked Estep 
Score: -9912363.000000 Penalty: 3687.099365
	Iteration 84Q: 3 clusters Score -9912363 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 79348 members 
Entering Unmasked Estep 
Score: -9912352.000000 Penalty: 3687.099365
	Iteration 85Q: 3 clusters Score -9912352 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 79395 members 
Entering Unmasked Estep 
Score: -9912353.000000 Penalty: 3687.099365
	Iteration 86Q: 3 clusters Score -9912353 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 79436 members 
Entering Unmasked Estep 
Score: -9912346.000000 Penalty: 3687.099365
	Iteration 87Q: 3 clusters Score -9912346 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 79474 members 
Entering Unmasked Estep 
Score: -9912339.000000 Penalty: 3687.099365
	Iteration 88Q: 3 clusters Score -9912339 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 79500 members 
Entering Unmasked Estep 
Score: -9912349.000000 Penalty: 3687.099365
	Iteration 89Q: 3 clusters Score -9912349 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 79525 members 
Entering Unmasked Estep 
Score: -9912341.000000 Penalty: 3687.099365
	Iteration 90Q: 3 clusters Score -9912341 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 79552 members 
Entering Unmasked Estep 
Score: -9912333.000000 Penalty: 3687.099365
	Iteration 91Q: 3 clusters Score -9912333 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 79579 members 
Entering Unmasked Estep 
Score: -9912328.000000 Penalty: 3687.099365
	Iteration 92Q: 3 clusters Score -9912328 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 79608 members 
Entering Unmasked Estep 
Score: -9912321.000000 Penalty: 3687.099365
	Iteration 93Q: 3 clusters Score -9912321 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 79636 members 
Entering Unmasked Estep 
Score: -9912323.000000 Penalty: 3687.099365
	Iteration 94Q: 3 clusters Score -9912323 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 79667 members 
Entering Unmasked Estep 
Score: -9912324.000000 Penalty: 3687.099365
	Iteration 95Q: 3 clusters Score -9912324 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 79691 members 
Entering Unmasked Estep 
Score: -9912312.000000 Penalty: 3687.099365
	Iteration 96Q: 3 clusters Score -9912312 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 79714 members 
Entering Unmasked Estep 
Score: -9912298.000000 Penalty: 3687.099365
	Iteration 97Q: 3 clusters Score -9912298 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 79740 members 
Entering Unmasked Estep 
Score: -9912301.000000 Penalty: 3687.099365
	Iteration 98Q: 3 clusters Score -9912301 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 79766 members 
Entering Unmasked Estep 
Score: -9912305.000000 Penalty: 3687.099365
	Iteration 99Q: 3 clusters Score -9912305 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 79797 members 
Entering Unmasked Estep 
Score: -9912287.000000 Penalty: 3687.099365
	Iteration 100F: 3 clusters Score -9912287 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 79815 members 
Entering Unmasked Estep 
Score: -9912304.000000 Penalty: 3687.099365
	Iteration 101Q: 3 clusters Score -9912304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 79832 members 
Entering Unmasked Estep 
Score: -9912305.000000 Penalty: 3687.099365
	Iteration 102Q: 3 clusters Score -9912305 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 79847 members 
Entering Unmasked Estep 
Score: -9912294.000000 Penalty: 3687.099365
	Iteration 103Q: 3 clusters Score -9912294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 79856 members 
Entering Unmasked Estep 
Score: -9912300.000000 Penalty: 3687.099365
	Iteration 104Q: 3 clusters Score -9912300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 79868 members 
Entering Unmasked Estep 
Score: -9912292.000000 Penalty: 3687.099365
	Iteration 105Q: 3 clusters Score -9912292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 79881 members 
Entering Unmasked Estep 
Score: -9912290.000000 Penalty: 3687.099365
	Iteration 106Q: 3 clusters Score -9912290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 79889 members 
Entering Unmasked Estep 
Score: -9912299.000000 Penalty: 3687.099365
	Iteration 107Q: 3 clusters Score -9912299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 79895 members 
Entering Unmasked Estep 
Score: -9912297.000000 Penalty: 3687.099365
	Iteration 108Q: 3 clusters Score -9912297 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 79907 members 
Entering Unmasked Estep 
Score: -9912303.000000 Penalty: 3687.099365
	Iteration 109Q: 3 clusters Score -9912303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 79916 members 
Entering Unmasked Estep 
Score: -9912303.000000 Penalty: 3687.099365
	Iteration 110Q: 3 clusters Score -9912303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 79926 members 
Entering Unmasked Estep 
Score: -9912305.000000 Penalty: 3687.099365
	Iteration 111Q: 3 clusters Score -9912305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 79933 members 
Entering Unmasked Estep 
Score: -9912303.000000 Penalty: 3687.099365
	Iteration 112Q: 3 clusters Score -9912303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 79940 members 
Entering Unmasked Estep 
Score: -9912301.000000 Penalty: 3687.099365
	Iteration 113Q: 3 clusters Score -9912301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 79945 members 
Entering Unmasked Estep 
Score: -9912302.000000 Penalty: 3687.099365
	Iteration 114Q: 3 clusters Score -9912302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 79947 members 
Entering Unmasked Estep 
Score: -9912304.000000 Penalty: 3687.099365
	Iteration 115Q: 3 clusters Score -9912304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 79950 members 
Entering Unmasked Estep 
Score: -9912303.000000 Penalty: 3687.099365
	Iteration 116Q: 3 clusters Score -9912303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 79950 members 
Entering Unmasked Estep 
Score: -9912303.000000 Penalty: 3687.099365
	Iteration 117F: 3 clusters Score -9912303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (38899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38899 members 
Entering Unmasked Estep 
Score: -4429521.500000 Penalty: 1717.417603
	Iteration 0F: 2 clusters Score -4429522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -4403433.000000 Penalty: 3434.835205
	Iteration 0F: 3 clusters Score -4403433 nChanged 18107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -4413624.000000 Penalty: 3434.835205
	Iteration 1F: 3 clusters Score -4413624 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -4414127.500000 Penalty: 3434.835205
	Iteration 2Q: 3 clusters Score -4414128 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -4414705.500000 Penalty: 3434.835205
	Iteration 3Q: 3 clusters Score -4414706 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -4415355.000000 Penalty: 3434.835205
	Iteration 4Q: 3 clusters Score -4415355 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -4416204.000000 Penalty: 3434.835205
	Iteration 5Q: 3 clusters Score -4416204 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -4417294.500000 Penalty: 3434.835205
	Iteration 6F: 3 clusters Score -4417294 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -4418551.500000 Penalty: 3434.835205
	Iteration 7F: 3 clusters Score -4418552 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -4419757.500000 Penalty: 3434.835205
	Iteration 8F: 3 clusters Score -4419758 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -4420837.500000 Penalty: 3434.835205
	Iteration 9F: 3 clusters Score -4420838 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -4421751.500000 Penalty: 3434.835205
	Iteration 10Q: 3 clusters Score -4421752 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -4422349.500000 Penalty: 3434.835205
	Iteration 11Q: 3 clusters Score -4422350 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -4422712.000000 Penalty: 3434.835205
	Iteration 12Q: 3 clusters Score -4422712 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -4422905.500000 Penalty: 3434.835205
	Iteration 13Q: 3 clusters Score -4422906 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -4423020.500000 Penalty: 3434.835205
	Iteration 14Q: 3 clusters Score -4423020 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -4423072.000000 Penalty: 3434.835205
	Iteration 15Q: 3 clusters Score -4423072 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -4423142.500000 Penalty: 3434.835205
	Iteration 16Q: 3 clusters Score -4423142 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -4423172.500000 Penalty: 3434.835205
	Iteration 17Q: 3 clusters Score -4423172 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -4423194.000000 Penalty: 3434.835205
	Iteration 18Q: 3 clusters Score -4423194 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -4423226.000000 Penalty: 3434.835205
	Iteration 19Q: 3 clusters Score -4423226 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -4423272.500000 Penalty: 3434.835205
	Iteration 20F: 3 clusters Score -4423272 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -4423322.000000 Penalty: 3434.835205
	Iteration 21Q: 3 clusters Score -4423322 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -4423379.500000 Penalty: 3434.835205
	Iteration 22Q: 3 clusters Score -4423380 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -4423439.500000 Penalty: 3434.835205
	Iteration 23Q: 3 clusters Score -4423440 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -4423507.500000 Penalty: 3434.835205
	Iteration 24Q: 3 clusters Score -4423508 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -4423585.000000 Penalty: 3434.835205
	Iteration 25Q: 3 clusters Score -4423585 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -4423677.000000 Penalty: 3434.835205
	Iteration 26Q: 3 clusters Score -4423677 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -4423782.000000 Penalty: 3434.835205
	Iteration 27Q: 3 clusters Score -4423782 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -4423888.000000 Penalty: 3434.835205
	Iteration 28Q: 3 clusters Score -4423888 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -4424004.500000 Penalty: 3434.835205
	Iteration 29Q: 3 clusters Score -4424004 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -4424173.500000 Penalty: 3434.835205
	Iteration 30Q: 3 clusters Score -4424174 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -4424380.500000 Penalty: 3434.835205
	Iteration 31Q: 3 clusters Score -4424380 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28083 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -4424643.000000 Penalty: 3434.835205
	Iteration 32Q: 3 clusters Score -4424643 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28595 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -4424962.000000 Penalty: 3434.835205
	Iteration 33Q: 3 clusters Score -4424962 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -4425352.000000 Penalty: 3434.835205
	Iteration 34Q: 3 clusters Score -4425352 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -4425744.000000 Penalty: 3434.835205
	Iteration 35Q: 3 clusters Score -4425744 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30176 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -4426120.000000 Penalty: 3434.835205
	Iteration 36Q: 3 clusters Score -4426120 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -4426399.000000 Penalty: 3434.835205
	Iteration 37Q: 3 clusters Score -4426399 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31042 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -4426657.000000 Penalty: 3434.835205
	Iteration 38Q: 3 clusters Score -4426657 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31387 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -4426826.000000 Penalty: 3434.835205
	Iteration 39Q: 3 clusters Score -4426826 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -4426996.000000 Penalty: 3434.835205
	Iteration 40F: 3 clusters Score -4426996 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31945 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -4427096.500000 Penalty: 3434.835205
	Iteration 41Q: 3 clusters Score -4427096 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32195 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -4427204.000000 Penalty: 3434.835205
	Iteration 42Q: 3 clusters Score -4427204 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32438 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -4427286.000000 Penalty: 3434.835205
	Iteration 43Q: 3 clusters Score -4427286 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32638 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -4427351.500000 Penalty: 3434.835205
	Iteration 44Q: 3 clusters Score -4427352 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32820 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -4427387.000000 Penalty: 3434.835205
	Iteration 45Q: 3 clusters Score -4427387 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -4427439.000000 Penalty: 3434.835205
	Iteration 46Q: 3 clusters Score -4427439 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33190 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -4427481.000000 Penalty: 3434.835205
	Iteration 47Q: 3 clusters Score -4427481 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33338 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -4427500.000000 Penalty: 3434.835205
	Iteration 48Q: 3 clusters Score -4427500 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33465 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -4427517.500000 Penalty: 3434.835205
	Iteration 49Q: 3 clusters Score -4427518 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33591 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -4427547.000000 Penalty: 3434.835205
	Iteration 50Q: 3 clusters Score -4427547 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33709 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -4427573.000000 Penalty: 3434.835205
	Iteration 51Q: 3 clusters Score -4427573 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33820 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -4427579.000000 Penalty: 3434.835205
	Iteration 52Q: 3 clusters Score -4427579 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33917 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -4427585.500000 Penalty: 3434.835205
	Iteration 53Q: 3 clusters Score -4427586 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34011 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -4427598.000000 Penalty: 3434.835205
	Iteration 54Q: 3 clusters Score -4427598 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34096 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -4427610.500000 Penalty: 3434.835205
	Iteration 55Q: 3 clusters Score -4427610 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -4427619.000000 Penalty: 3434.835205
	Iteration 56Q: 3 clusters Score -4427619 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34259 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -4427626.500000 Penalty: 3434.835205
	Iteration 57Q: 3 clusters Score -4427626 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34340 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -4427638.000000 Penalty: 3434.835205
	Iteration 58Q: 3 clusters Score -4427638 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -4427655.000000 Penalty: 3434.835205
	Iteration 59Q: 3 clusters Score -4427655 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34522 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -4427684.000000 Penalty: 3434.835205
	Iteration 60F: 3 clusters Score -4427684 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34598 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -4427680.000000 Penalty: 3434.835205
	Iteration 61Q: 3 clusters Score -4427680 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34678 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -4427701.000000 Penalty: 3434.835205
	Iteration 62Q: 3 clusters Score -4427701 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -4427713.000000 Penalty: 3434.835205
	Iteration 63Q: 3 clusters Score -4427713 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34828 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -4427725.500000 Penalty: 3434.835205
	Iteration 64Q: 3 clusters Score -4427726 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34883 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -4427730.000000 Penalty: 3434.835205
	Iteration 65Q: 3 clusters Score -4427730 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34932 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -4427743.000000 Penalty: 3434.835205
	Iteration 66Q: 3 clusters Score -4427743 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -4427761.500000 Penalty: 3434.835205
	Iteration 67Q: 3 clusters Score -4427762 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35033 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -4427768.000000 Penalty: 3434.835205
	Iteration 68Q: 3 clusters Score -4427768 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35078 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -4427773.000000 Penalty: 3434.835205
	Iteration 69Q: 3 clusters Score -4427773 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35129 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -4427784.000000 Penalty: 3434.835205
	Iteration 70Q: 3 clusters Score -4427784 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -4427782.000000 Penalty: 3434.835205
	Iteration 71Q: 3 clusters Score -4427782 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35225 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -4427783.000000 Penalty: 3434.835205
	Iteration 72Q: 3 clusters Score -4427783 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35275 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -4427789.000000 Penalty: 3434.835205
	Iteration 73Q: 3 clusters Score -4427789 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35324 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -4427810.000000 Penalty: 3434.835205
	Iteration 74Q: 3 clusters Score -4427810 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35374 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -4427814.000000 Penalty: 3434.835205
	Iteration 75Q: 3 clusters Score -4427814 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35428 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -4427834.000000 Penalty: 3434.835205
	Iteration 76Q: 3 clusters Score -4427834 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35483 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -4427837.000000 Penalty: 3434.835205
	Iteration 77Q: 3 clusters Score -4427837 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35536 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -4427852.000000 Penalty: 3434.835205
	Iteration 78Q: 3 clusters Score -4427852 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35598 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -4427870.500000 Penalty: 3434.835205
	Iteration 79Q: 3 clusters Score -4427870 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35676 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -4427889.000000 Penalty: 3434.835205
	Iteration 80F: 3 clusters Score -4427889 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -4427892.500000 Penalty: 3434.835205
	Iteration 81Q: 3 clusters Score -4427892 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35801 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -4427902.000000 Penalty: 3434.835205
	Iteration 82Q: 3 clusters Score -4427902 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -4427909.500000 Penalty: 3434.835205
	Iteration 83Q: 3 clusters Score -4427910 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -4427916.500000 Penalty: 3434.835205
	Iteration 84Q: 3 clusters Score -4427916 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -4427936.500000 Penalty: 3434.835205
	Iteration 85Q: 3 clusters Score -4427936 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36063 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -4427952.000000 Penalty: 3434.835205
	Iteration 86Q: 3 clusters Score -4427952 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36124 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -4427967.000000 Penalty: 3434.835205
	Iteration 87Q: 3 clusters Score -4427967 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36181 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -4427978.000000 Penalty: 3434.835205
	Iteration 88Q: 3 clusters Score -4427978 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36236 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -4427994.000000 Penalty: 3434.835205
	Iteration 89Q: 3 clusters Score -4427994 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36276 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -4428006.000000 Penalty: 3434.835205
	Iteration 90Q: 3 clusters Score -4428006 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36321 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -4428014.000000 Penalty: 3434.835205
	Iteration 91Q: 3 clusters Score -4428014 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36364 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -4428025.000000 Penalty: 3434.835205
	Iteration 92Q: 3 clusters Score -4428025 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36416 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -4428022.000000 Penalty: 3434.835205
	Iteration 93Q: 3 clusters Score -4428022 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36472 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -4428032.000000 Penalty: 3434.835205
	Iteration 94Q: 3 clusters Score -4428032 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36510 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -4428039.500000 Penalty: 3434.835205
	Iteration 95Q: 3 clusters Score -4428040 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36536 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -4428044.000000 Penalty: 3434.835205
	Iteration 96Q: 3 clusters Score -4428044 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -4428051.500000 Penalty: 3434.835205
	Iteration 97Q: 3 clusters Score -4428052 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36587 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -4428060.000000 Penalty: 3434.835205
	Iteration 98Q: 3 clusters Score -4428060 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36618 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -4428058.500000 Penalty: 3434.835205
	Iteration 99Q: 3 clusters Score -4428058 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36654 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -4428071.000000 Penalty: 3434.835205
	Iteration 100F: 3 clusters Score -4428071 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36686 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -4428079.000000 Penalty: 3434.835205
	Iteration 101Q: 3 clusters Score -4428079 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36721 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -4428080.000000 Penalty: 3434.835205
	Iteration 102Q: 3 clusters Score -4428080 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36753 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -4428096.000000 Penalty: 3434.835205
	Iteration 103Q: 3 clusters Score -4428096 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36784 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -4428097.000000 Penalty: 3434.835205
	Iteration 104Q: 3 clusters Score -4428097 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -4428111.000000 Penalty: 3434.835205
	Iteration 105Q: 3 clusters Score -4428111 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -4428114.000000 Penalty: 3434.835205
	Iteration 106Q: 3 clusters Score -4428114 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36869 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -4428115.500000 Penalty: 3434.835205
	Iteration 107Q: 3 clusters Score -4428116 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36895 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -4428125.000000 Penalty: 3434.835205
	Iteration 108Q: 3 clusters Score -4428125 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36923 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -4428127.500000 Penalty: 3434.835205
	Iteration 109Q: 3 clusters Score -4428128 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36944 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -4428138.500000 Penalty: 3434.835205
	Iteration 110Q: 3 clusters Score -4428138 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36966 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -4428140.500000 Penalty: 3434.835205
	Iteration 111Q: 3 clusters Score -4428140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36984 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -4428143.500000 Penalty: 3434.835205
	Iteration 112Q: 3 clusters Score -4428144 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37005 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -4428143.000000 Penalty: 3434.835205
	Iteration 113Q: 3 clusters Score -4428143 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37027 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -4428148.500000 Penalty: 3434.835205
	Iteration 114Q: 3 clusters Score -4428148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37042 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -4428148.500000 Penalty: 3434.835205
	Iteration 115Q: 3 clusters Score -4428148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37059 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -4428162.500000 Penalty: 3434.835205
	Iteration 116Q: 3 clusters Score -4428162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37072 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -4428161.000000 Penalty: 3434.835205
	Iteration 117Q: 3 clusters Score -4428161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37081 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -4428158.000000 Penalty: 3434.835205
	Iteration 118Q: 3 clusters Score -4428158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37092 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -4428161.500000 Penalty: 3434.835205
	Iteration 119Q: 3 clusters Score -4428162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37099 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -4428157.000000 Penalty: 3434.835205
	Iteration 120F: 3 clusters Score -4428157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37108 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -4428156.500000 Penalty: 3434.835205
	Iteration 121Q: 3 clusters Score -4428156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37117 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -4428156.000000 Penalty: 3434.835205
	Iteration 122Q: 3 clusters Score -4428156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37132 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -4428154.500000 Penalty: 3434.835205
	Iteration 123Q: 3 clusters Score -4428154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4428168.500000 Penalty: 3434.835205
	Iteration 124Q: 3 clusters Score -4428168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37160 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -4428175.500000 Penalty: 3434.835205
	Iteration 125Q: 3 clusters Score -4428176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -4428177.500000 Penalty: 3434.835205
	Iteration 126Q: 3 clusters Score -4428178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37187 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -4428178.500000 Penalty: 3434.835205
	Iteration 127Q: 3 clusters Score -4428178 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37210 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -4428188.000000 Penalty: 3434.835205
	Iteration 128Q: 3 clusters Score -4428188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37221 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -4428178.000000 Penalty: 3434.835205
	Iteration 129Q: 3 clusters Score -4428178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -4428181.000000 Penalty: 3434.835205
	Iteration 130Q: 3 clusters Score -4428181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37229 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -4428181.500000 Penalty: 3434.835205
	Iteration 131Q: 3 clusters Score -4428182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37233 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -4428181.500000 Penalty: 3434.835205
	Iteration 132Q: 3 clusters Score -4428182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37236 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -4428182.500000 Penalty: 3434.835205
	Iteration 133Q: 3 clusters Score -4428182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37242 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -4428186.500000 Penalty: 3434.835205
	Iteration 134Q: 3 clusters Score -4428186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37250 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -4428184.000000 Penalty: 3434.835205
	Iteration 135Q: 3 clusters Score -4428184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -4428188.000000 Penalty: 3434.835205
	Iteration 136Q: 3 clusters Score -4428188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37258 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -4428185.500000 Penalty: 3434.835205
	Iteration 137Q: 3 clusters Score -4428186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -4428187.500000 Penalty: 3434.835205
	Iteration 138Q: 3 clusters Score -4428188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37265 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -4428187.500000 Penalty: 3434.835205
	Iteration 139Q: 3 clusters Score -4428188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37267 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -4428186.000000 Penalty: 3434.835205
	Iteration 140F: 3 clusters Score -4428186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (32361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Entering Unmasked Estep 
Score: -3877674.750000 Penalty: 1687.515259
	Iteration 0F: 2 clusters Score -3877675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -3855929.000000 Penalty: 3375.030518
	Iteration 0F: 3 clusters Score -3855929 nChanged 14920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -3864160.000000 Penalty: 3375.030518
	Iteration 1F: 3 clusters Score -3864160 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -3864416.000000 Penalty: 3375.030518
	Iteration 2Q: 3 clusters Score -3864416 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -3864657.000000 Penalty: 3375.030518
	Iteration 3Q: 3 clusters Score -3864657 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -3864854.000000 Penalty: 3375.030518
	Iteration 4Q: 3 clusters Score -3864854 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -3865014.250000 Penalty: 3375.030518
	Iteration 5Q: 3 clusters Score -3865014 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -3865184.000000 Penalty: 3375.030518
	Iteration 6Q: 3 clusters Score -3865184 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -3865409.250000 Penalty: 3375.030518
	Iteration 7Q: 3 clusters Score -3865409 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -3865691.250000 Penalty: 3375.030518
	Iteration 8Q: 3 clusters Score -3865691 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -3866039.250000 Penalty: 3375.030518
	Iteration 9Q: 3 clusters Score -3866039 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -3866618.250000 Penalty: 3375.030518
	Iteration 10Q: 3 clusters Score -3866618 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -3867488.750000 Penalty: 3375.030518
	Iteration 11Q: 3 clusters Score -3867489 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -3868666.250000 Penalty: 3375.030518
	Iteration 12F: 3 clusters Score -3868666 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -3870165.250000 Penalty: 3375.030518
	Iteration 13F: 3 clusters Score -3870165 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -3871788.750000 Penalty: 3375.030518
	Iteration 14F: 3 clusters Score -3871789 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 28592 members 
Entering Unmasked Estep 
Score: -3873239.000000 Penalty: 3375.030518
	Iteration 15F: 3 clusters Score -3873239 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 29876 members 
Entering Unmasked Estep 
Score: -3874319.750000 Penalty: 3375.030518
	Iteration 16Q: 3 clusters Score -3874320 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 30751 members 
Entering Unmasked Estep 
Score: -3875059.000000 Penalty: 3375.030518
	Iteration 17Q: 3 clusters Score -3875059 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 31275 members 
Entering Unmasked Estep 
Score: -3875492.750000 Penalty: 3375.030518
	Iteration 18Q: 3 clusters Score -3875493 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -3875757.500000 Penalty: 3375.030518
	Iteration 19Q: 3 clusters Score -3875758 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 31796 members 
Entering Unmasked Estep 
Score: -3875933.250000 Penalty: 3375.030518
	Iteration 20F: 3 clusters Score -3875933 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 31899 members 
Entering Unmasked Estep 
Score: -3876034.250000 Penalty: 3375.030518
	Iteration 21Q: 3 clusters Score -3876034 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 31957 members 
Entering Unmasked Estep 
Score: -3876094.500000 Penalty: 3375.030518
	Iteration 22Q: 3 clusters Score -3876094 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -3876128.000000 Penalty: 3375.030518
	Iteration 23Q: 3 clusters Score -3876128 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 32019 members 
Entering Unmasked Estep 
Score: -3876158.500000 Penalty: 3375.030518
	Iteration 24Q: 3 clusters Score -3876158 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 32032 members 
Entering Unmasked Estep 
Score: -3876166.750000 Penalty: 3375.030518
	Iteration 25Q: 3 clusters Score -3876167 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 32041 members 
Entering Unmasked Estep 
Score: -3876180.000000 Penalty: 3375.030518
	Iteration 26Q: 3 clusters Score -3876180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -3876187.500000 Penalty: 3375.030518
	Iteration 27Q: 3 clusters Score -3876188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 32053 members 
Entering Unmasked Estep 
Score: -3876199.750000 Penalty: 3375.030518
	Iteration 28Q: 3 clusters Score -3876200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 32056 members 
Entering Unmasked Estep 
Score: -3876202.500000 Penalty: 3375.030518
	Iteration 29Q: 3 clusters Score -3876202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
Score: -3876201.250000 Penalty: 3375.030518
	Iteration 30Q: 3 clusters Score -3876201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -3876206.500000 Penalty: 3375.030518
	Iteration 31Q: 3 clusters Score -3876206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -3876211.500000 Penalty: 3375.030518
	Iteration 32Q: 3 clusters Score -3876212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -3876212.750000 Penalty: 3375.030518
	Iteration 33Q: 3 clusters Score -3876213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 32060 members 
Entering Unmasked Estep 
Score: -3876218.000000 Penalty: 3375.030518
	Iteration 34Q: 3 clusters Score -3876218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 32061 members 
Entering Unmasked Estep 
Score: -3876221.000000 Penalty: 3375.030518
	Iteration 35Q: 3 clusters Score -3876221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 32061 members 
Entering Unmasked Estep 
Score: -3876221.000000 Penalty: 3375.030518
	Iteration 36F: 3 clusters Score -3876221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Entering Unmasked Estep 
Score: -1801687.250000 Penalty: 1578.184326
	Iteration 0F: 2 clusters Score -1801687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1790245.625000 Penalty: 3156.368652
	Iteration 0F: 3 clusters Score -1790246 nChanged 7370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1794337.125000 Penalty: 3156.368652
	Iteration 1F: 3 clusters Score -1794337 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1794749.250000 Penalty: 3156.368652
	Iteration 2F: 3 clusters Score -1794749 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1795185.500000 Penalty: 3156.368652
	Iteration 3F: 3 clusters Score -1795186 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1795655.875000 Penalty: 3156.368652
	Iteration 4F: 3 clusters Score -1795656 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1796113.250000 Penalty: 3156.368652
	Iteration 5Q: 3 clusters Score -1796113 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1796613.125000 Penalty: 3156.368652
	Iteration 6Q: 3 clusters Score -1796613 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -1797221.625000 Penalty: 3156.368652
	Iteration 7Q: 3 clusters Score -1797222 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1797790.125000 Penalty: 3156.368652
	Iteration 8Q: 3 clusters Score -1797790 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1798281.625000 Penalty: 3156.368652
	Iteration 9Q: 3 clusters Score -1798282 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -1798675.625000 Penalty: 3156.368652
	Iteration 10Q: 3 clusters Score -1798676 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -1798975.750000 Penalty: 3156.368652
	Iteration 11Q: 3 clusters Score -1798976 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -1799225.125000 Penalty: 3156.368652
	Iteration 12Q: 3 clusters Score -1799225 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -1799393.250000 Penalty: 3156.368652
	Iteration 13Q: 3 clusters Score -1799393 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -1799514.375000 Penalty: 3156.368652
	Iteration 14Q: 3 clusters Score -1799514 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -1799623.375000 Penalty: 3156.368652
	Iteration 15Q: 3 clusters Score -1799623 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -1799689.875000 Penalty: 3156.368652
	Iteration 16Q: 3 clusters Score -1799690 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -1799773.250000 Penalty: 3156.368652
	Iteration 17Q: 3 clusters Score -1799773 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -1799847.875000 Penalty: 3156.368652
	Iteration 18Q: 3 clusters Score -1799848 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -1799910.250000 Penalty: 3156.368652
	Iteration 19Q: 3 clusters Score -1799910 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -1799964.125000 Penalty: 3156.368652
	Iteration 20F: 3 clusters Score -1799964 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -1800019.000000 Penalty: 3156.368652
	Iteration 21Q: 3 clusters Score -1800019 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -1800079.000000 Penalty: 3156.368652
	Iteration 22Q: 3 clusters Score -1800079 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -1800122.875000 Penalty: 3156.368652
	Iteration 23Q: 3 clusters Score -1800123 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -1800151.000000 Penalty: 3156.368652
	Iteration 24Q: 3 clusters Score -1800151 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -1800185.250000 Penalty: 3156.368652
	Iteration 25Q: 3 clusters Score -1800185 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -1800213.375000 Penalty: 3156.368652
	Iteration 26Q: 3 clusters Score -1800213 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -1800233.125000 Penalty: 3156.368652
	Iteration 27Q: 3 clusters Score -1800233 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -1800245.375000 Penalty: 3156.368652
	Iteration 28Q: 3 clusters Score -1800245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -1800255.750000 Penalty: 3156.368652
	Iteration 29Q: 3 clusters Score -1800256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -1800261.125000 Penalty: 3156.368652
	Iteration 30Q: 3 clusters Score -1800261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -1800264.250000 Penalty: 3156.368652
	Iteration 31Q: 3 clusters Score -1800264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -1800273.125000 Penalty: 3156.368652
	Iteration 32Q: 3 clusters Score -1800273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -1800277.750000 Penalty: 3156.368652
	Iteration 33Q: 3 clusters Score -1800278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -1800281.500000 Penalty: 3156.368652
	Iteration 34Q: 3 clusters Score -1800282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -1800281.375000 Penalty: 3156.368652
	Iteration 35Q: 3 clusters Score -1800281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -1800290.875000 Penalty: 3156.368652
	Iteration 36Q: 3 clusters Score -1800291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -1800294.125000 Penalty: 3156.368652
	Iteration 37Q: 3 clusters Score -1800294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -1800302.500000 Penalty: 3156.368652
	Iteration 38Q: 3 clusters Score -1800302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -1800306.000000 Penalty: 3156.368652
	Iteration 39Q: 3 clusters Score -1800306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -1800308.250000 Penalty: 3156.368652
	Iteration 40F: 3 clusters Score -1800308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -1800312.375000 Penalty: 3156.368652
	Iteration 41Q: 3 clusters Score -1800312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -1800312.375000 Penalty: 3156.368652
	Iteration 42F: 3 clusters Score -1800312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (92860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92860 members 
Entering Unmasked Estep 
Score: -10899225.000000 Penalty: 1858.812866
	Iteration 0F: 2 clusters Score -1.089922e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46504 members 
Mstep: Class 2 contains 46356 members 
Entering Unmasked Estep 
Score: -10837568.000000 Penalty: 3717.625732
	Iteration 0F: 3 clusters Score -1.083757e+07 nChanged 44353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46693 members 
Mstep: Class 2 contains 46167 members 
Entering Unmasked Estep 
Score: -10863334.000000 Penalty: 3717.625732
	Iteration 1F: 3 clusters Score -1.086333e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46772 members 
Mstep: Class 2 contains 46088 members 
Entering Unmasked Estep 
Score: -10863996.000000 Penalty: 3717.625732
	Iteration 2Q: 3 clusters Score -1.0864e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 45968 members 
Entering Unmasked Estep 
Score: -10865068.000000 Penalty: 3717.625732
	Iteration 3Q: 3 clusters Score -1.086507e+07 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47022 members 
Mstep: Class 2 contains 45838 members 
Entering Unmasked Estep 
Score: -10866948.000000 Penalty: 3717.625732
	Iteration 4Q: 3 clusters Score -1.086695e+07 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46829 members 
Mstep: Class 2 contains 46031 members 
Entering Unmasked Estep 
Score: -10869799.000000 Penalty: 3717.625732
	Iteration 5F: 3 clusters Score -1.08698e+07 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46116 members 
Mstep: Class 2 contains 46744 members 
Entering Unmasked Estep 
Score: -10874290.000000 Penalty: 3717.625732
	Iteration 6F: 3 clusters Score -1.087429e+07 nChanged 6748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44678 members 
Mstep: Class 2 contains 48182 members 
Entering Unmasked Estep 
Score: -10879907.000000 Penalty: 3717.625732
	Iteration 7F: 3 clusters Score -1.087991e+07 nChanged 6707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42775 members 
Mstep: Class 2 contains 50085 members 
Entering Unmasked Estep 
Score: -10884969.000000 Penalty: 3717.625732
	Iteration 8F: 3 clusters Score -1.088497e+07 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 51870 members 
Entering Unmasked Estep 
Score: -10887836.000000 Penalty: 3717.625732
	Iteration 9F: 3 clusters Score -1.088784e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 53437 members 
Entering Unmasked Estep 
Score: -10889168.000000 Penalty: 3717.625732
	Iteration 10Q: 3 clusters Score -1.088917e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37865 members 
Mstep: Class 2 contains 54995 members 
Entering Unmasked Estep 
Score: -10890191.000000 Penalty: 3717.625732
	Iteration 11Q: 3 clusters Score -1.089019e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36164 members 
Mstep: Class 2 contains 56696 members 
Entering Unmasked Estep 
Score: -10891207.000000 Penalty: 3717.625732
	Iteration 12Q: 3 clusters Score -1.089121e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34405 members 
Mstep: Class 2 contains 58455 members 
Entering Unmasked Estep 
Score: -10892170.000000 Penalty: 3717.625732
	Iteration 13Q: 3 clusters Score -1.089217e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 60128 members 
Entering Unmasked Estep 
Score: -10893134.000000 Penalty: 3717.625732
	Iteration 14Q: 3 clusters Score -1.089313e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 61779 members 
Entering Unmasked Estep 
Score: -10894044.000000 Penalty: 3717.625732
	Iteration 15Q: 3 clusters Score -1.089404e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29600 members 
Mstep: Class 2 contains 63260 members 
Entering Unmasked Estep 
Score: -10894694.000000 Penalty: 3717.625732
	Iteration 16Q: 3 clusters Score -1.089469e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 64586 members 
Entering Unmasked Estep 
Score: -10895276.000000 Penalty: 3717.625732
	Iteration 17Q: 3 clusters Score -1.089528e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 65815 members 
Entering Unmasked Estep 
Score: -10895689.000000 Penalty: 3717.625732
	Iteration 18Q: 3 clusters Score -1.089569e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 66999 members 
Entering Unmasked Estep 
Score: -10896035.000000 Penalty: 3717.625732
	Iteration 19Q: 3 clusters Score -1.089604e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 68125 members 
Entering Unmasked Estep 
Score: -10896316.000000 Penalty: 3717.625732
	Iteration 20F: 3 clusters Score -1.089632e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 69231 members 
Entering Unmasked Estep 
Score: -10896575.000000 Penalty: 3717.625732
	Iteration 21Q: 3 clusters Score -1.089658e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 70295 members 
Entering Unmasked Estep 
Score: -10896775.000000 Penalty: 3717.625732
	Iteration 22Q: 3 clusters Score -1.089678e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 71319 members 
Entering Unmasked Estep 
Score: -10896934.000000 Penalty: 3717.625732
	Iteration 23Q: 3 clusters Score -1.089693e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 72285 members 
Entering Unmasked Estep 
Score: -10897048.000000 Penalty: 3717.625732
	Iteration 24Q: 3 clusters Score -1.089705e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 73214 members 
Entering Unmasked Estep 
Score: -10897223.000000 Penalty: 3717.625732
	Iteration 25Q: 3 clusters Score -1.089722e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 74098 members 
Entering Unmasked Estep 
Score: -10897370.000000 Penalty: 3717.625732
	Iteration 26Q: 3 clusters Score -1.089737e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 74886 members 
Entering Unmasked Estep 
Score: -10897516.000000 Penalty: 3717.625732
	Iteration 27Q: 3 clusters Score -1.089752e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 75630 members 
Entering Unmasked Estep 
Score: -10897521.000000 Penalty: 3717.625732
	Iteration 28Q: 3 clusters Score -1.089752e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 76369 members 
Entering Unmasked Estep 
Score: -10897705.000000 Penalty: 3717.625732
	Iteration 29Q: 3 clusters Score -1.08977e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 77083 members 
Entering Unmasked Estep 
Score: -10897803.000000 Penalty: 3717.625732
	Iteration 30Q: 3 clusters Score -1.08978e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 77740 members 
Entering Unmasked Estep 
Score: -10897906.000000 Penalty: 3717.625732
	Iteration 31Q: 3 clusters Score -1.089791e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 78320 members 
Entering Unmasked Estep 
Score: -10897969.000000 Penalty: 3717.625732
	Iteration 32Q: 3 clusters Score -1.089797e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 78900 members 
Entering Unmasked Estep 
Score: -10898060.000000 Penalty: 3717.625732
	Iteration 33Q: 3 clusters Score -1.089806e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 79472 members 
Entering Unmasked Estep 
Score: -10898083.000000 Penalty: 3717.625732
	Iteration 34Q: 3 clusters Score -1.089808e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 80022 members 
Entering Unmasked Estep 
Score: -10898195.000000 Penalty: 3717.625732
	Iteration 35Q: 3 clusters Score -1.08982e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 80584 members 
Entering Unmasked Estep 
Score: -10898265.000000 Penalty: 3717.625732
	Iteration 36Q: 3 clusters Score -1.089826e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 81097 members 
Entering Unmasked Estep 
Score: -10898327.000000 Penalty: 3717.625732
	Iteration 37Q: 3 clusters Score -1.089833e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 81589 members 
Entering Unmasked Estep 
Score: -10898397.000000 Penalty: 3717.625732
	Iteration 38Q: 3 clusters Score -1.08984e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 82091 members 
Entering Unmasked Estep 
Score: -10898445.000000 Penalty: 3717.625732
	Iteration 39Q: 3 clusters Score -1.089844e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 82583 members 
Entering Unmasked Estep 
Score: -10898518.000000 Penalty: 3717.625732
	Iteration 40F: 3 clusters Score -1.089852e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 83051 members 
Entering Unmasked Estep 
Score: -10898591.000000 Penalty: 3717.625732
	Iteration 41Q: 3 clusters Score -1.089859e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 83513 members 
Entering Unmasked Estep 
Score: -10898614.000000 Penalty: 3717.625732
	Iteration 42Q: 3 clusters Score -1.089861e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 83954 members 
Entering Unmasked Estep 
Score: -10898717.000000 Penalty: 3717.625732
	Iteration 43Q: 3 clusters Score -1.089872e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 84374 members 
Entering Unmasked Estep 
Score: -10898755.000000 Penalty: 3717.625732
	Iteration 44Q: 3 clusters Score -1.089876e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 84766 members 
Entering Unmasked Estep 
Score: -10898757.000000 Penalty: 3717.625732
	Iteration 45Q: 3 clusters Score -1.089876e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 85140 members 
Entering Unmasked Estep 
Score: -10898820.000000 Penalty: 3717.625732
	Iteration 46Q: 3 clusters Score -1.089882e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 85509 members 
Entering Unmasked Estep 
Score: -10898895.000000 Penalty: 3717.625732
	Iteration 47Q: 3 clusters Score -1.08989e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 85897 members 
Entering Unmasked Estep 
Score: -10898865.000000 Penalty: 3717.625732
	Iteration 48Q: 3 clusters Score -1.089886e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 86245 members 
Entering Unmasked Estep 
Score: -10898934.000000 Penalty: 3717.625732
	Iteration 49Q: 3 clusters Score -1.089893e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 86575 members 
Entering Unmasked Estep 
Score: -10898932.000000 Penalty: 3717.625732
	Iteration 50Q: 3 clusters Score -1.089893e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 86890 members 
Entering Unmasked Estep 
Score: -10898934.000000 Penalty: 3717.625732
	Iteration 51Q: 3 clusters Score -1.089893e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 87170 members 
Entering Unmasked Estep 
Score: -10898950.000000 Penalty: 3717.625732
	Iteration 52Q: 3 clusters Score -1.089895e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 87440 members 
Entering Unmasked Estep 
Score: -10898994.000000 Penalty: 3717.625732
	Iteration 53Q: 3 clusters Score -1.089899e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 87675 members 
Entering Unmasked Estep 
Score: -10899026.000000 Penalty: 3717.625732
	Iteration 54Q: 3 clusters Score -1.089903e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 87861 members 
Entering Unmasked Estep 
Score: -10898963.000000 Penalty: 3717.625732
	Iteration 55Q: 3 clusters Score -1.089896e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 88040 members 
Entering Unmasked Estep 
Score: -10898951.000000 Penalty: 3717.625732
	Iteration 56Q: 3 clusters Score -1.089895e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 88206 members 
Entering Unmasked Estep 
Score: -10898944.000000 Penalty: 3717.625732
	Iteration 57Q: 3 clusters Score -1.089894e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 88372 members 
Entering Unmasked Estep 
Score: -10898938.000000 Penalty: 3717.625732
	Iteration 58Q: 3 clusters Score -1.089894e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 88567 members 
Entering Unmasked Estep 
Score: -10898944.000000 Penalty: 3717.625732
	Iteration 59Q: 3 clusters Score -1.089894e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 88717 members 
Entering Unmasked Estep 
Score: -10898955.000000 Penalty: 3717.625732
	Iteration 60F: 3 clusters Score -1.089896e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 88856 members 
Entering Unmasked Estep 
Score: -10898942.000000 Penalty: 3717.625732
	Iteration 61Q: 3 clusters Score -1.089894e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 88994 members 
Entering Unmasked Estep 
Score: -10898923.000000 Penalty: 3717.625732
	Iteration 62Q: 3 clusters Score -1.089892e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 89120 members 
Entering Unmasked Estep 
Score: -10898908.000000 Penalty: 3717.625732
	Iteration 63Q: 3 clusters Score -1.089891e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 89242 members 
Entering Unmasked Estep 
Score: -10898916.000000 Penalty: 3717.625732
	Iteration 64Q: 3 clusters Score -1.089892e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 89356 members 
Entering Unmasked Estep 
Score: -10898904.000000 Penalty: 3717.625732
	Iteration 65Q: 3 clusters Score -1.08989e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 89466 members 
Entering Unmasked Estep 
Score: -10898890.000000 Penalty: 3717.625732
	Iteration 66Q: 3 clusters Score -1.089889e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 89561 members 
Entering Unmasked Estep 
Score: -10898882.000000 Penalty: 3717.625732
	Iteration 67Q: 3 clusters Score -1.089888e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 89652 members 
Entering Unmasked Estep 
Score: -10898883.000000 Penalty: 3717.625732
	Iteration 68Q: 3 clusters Score -1.089888e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 89735 members 
Entering Unmasked Estep 
Score: -10898898.000000 Penalty: 3717.625732
	Iteration 69Q: 3 clusters Score -1.08989e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 89803 members 
Entering Unmasked Estep 
Score: -10898918.000000 Penalty: 3717.625732
	Iteration 70Q: 3 clusters Score -1.089892e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 89868 members 
Entering Unmasked Estep 
Score: -10898940.000000 Penalty: 3717.625732
	Iteration 71Q: 3 clusters Score -1.089894e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 89917 members 
Entering Unmasked Estep 
Score: -10898942.000000 Penalty: 3717.625732
	Iteration 72Q: 3 clusters Score -1.089894e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 89957 members 
Entering Unmasked Estep 
Score: -10898942.000000 Penalty: 3717.625732
	Iteration 73Q: 3 clusters Score -1.089894e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 89993 members 
Entering Unmasked Estep 
Score: -10898937.000000 Penalty: 3717.625732
	Iteration 74Q: 3 clusters Score -1.089894e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 90027 members 
Entering Unmasked Estep 
Score: -10898951.000000 Penalty: 3717.625732
	Iteration 75Q: 3 clusters Score -1.089895e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 90059 members 
Entering Unmasked Estep 
Score: -10898920.000000 Penalty: 3717.625732
	Iteration 76Q: 3 clusters Score -1.089892e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 90089 members 
Entering Unmasked Estep 
Score: -10898933.000000 Penalty: 3717.625732
	Iteration 77Q: 3 clusters Score -1.089893e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 90111 members 
Entering Unmasked Estep 
Score: -10898941.000000 Penalty: 3717.625732
	Iteration 78Q: 3 clusters Score -1.089894e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 90128 members 
Entering Unmasked Estep 
Score: -10898944.000000 Penalty: 3717.625732
	Iteration 79Q: 3 clusters Score -1.089894e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 90149 members 
Entering Unmasked Estep 
Score: -10898948.000000 Penalty: 3717.625732
	Iteration 80F: 3 clusters Score -1.089895e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 90173 members 
Entering Unmasked Estep 
Score: -10898957.000000 Penalty: 3717.625732
	Iteration 81Q: 3 clusters Score -1.089896e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 90194 members 
Entering Unmasked Estep 
Score: -10898951.000000 Penalty: 3717.625732
	Iteration 82Q: 3 clusters Score -1.089895e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 90217 members 
Entering Unmasked Estep 
Score: -10898939.000000 Penalty: 3717.625732
	Iteration 83Q: 3 clusters Score -1.089894e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 90234 members 
Entering Unmasked Estep 
Score: -10898948.000000 Penalty: 3717.625732
	Iteration 84Q: 3 clusters Score -1.089895e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 90251 members 
Entering Unmasked Estep 
Score: -10898957.000000 Penalty: 3717.625732
	Iteration 85Q: 3 clusters Score -1.089896e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 90264 members 
Entering Unmasked Estep 
Score: -10898947.000000 Penalty: 3717.625732
	Iteration 86Q: 3 clusters Score -1.089895e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 90278 members 
Entering Unmasked Estep 
Score: -10898936.000000 Penalty: 3717.625732
	Iteration 87Q: 3 clusters Score -1.089894e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 90299 members 
Entering Unmasked Estep 
Score: -10898934.000000 Penalty: 3717.625732
	Iteration 88Q: 3 clusters Score -1.089893e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 90313 members 
Entering Unmasked Estep 
Score: -10898942.000000 Penalty: 3717.625732
	Iteration 89Q: 3 clusters Score -1.089894e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 90321 members 
Entering Unmasked Estep 
Score: -10898939.000000 Penalty: 3717.625732
	Iteration 90Q: 3 clusters Score -1.089894e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 90330 members 
Entering Unmasked Estep 
Score: -10898939.000000 Penalty: 3717.625732
	Iteration 91Q: 3 clusters Score -1.089894e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 90342 members 
Entering Unmasked Estep 
Score: -10898932.000000 Penalty: 3717.625732
	Iteration 92Q: 3 clusters Score -1.089893e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 90347 members 
Entering Unmasked Estep 
Score: -10898931.000000 Penalty: 3717.625732
	Iteration 93Q: 3 clusters Score -1.089893e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 90351 members 
Entering Unmasked Estep 
Score: -10898929.000000 Penalty: 3717.625732
	Iteration 94Q: 3 clusters Score -1.089893e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 90353 members 
Entering Unmasked Estep 
Score: -10898936.000000 Penalty: 3717.625732
	Iteration 95Q: 3 clusters Score -1.089894e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 90355 members 
Entering Unmasked Estep 
Score: -10898935.000000 Penalty: 3717.625732
	Iteration 96Q: 3 clusters Score -1.089894e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 90356 members 
Entering Unmasked Estep 
Score: -10898932.000000 Penalty: 3717.625732
	Iteration 97Q: 3 clusters Score -1.089893e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 90357 members 
Entering Unmasked Estep 
Score: -10898935.000000 Penalty: 3717.625732
	Iteration 98Q: 3 clusters Score -1.089894e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 90358 members 
Entering Unmasked Estep 
Score: -10898936.000000 Penalty: 3717.625732
	Iteration 99Q: 3 clusters Score -1.089894e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 90358 members 
Entering Unmasked Estep 
Score: -10898936.000000 Penalty: 3717.625732
	Iteration 100F: 3 clusters Score -1.089894e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (84820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84820 members 
Entering Unmasked Estep 
Score: -9668684.000000 Penalty: 1844.096558
	Iteration 0F: 2 clusters Score -9668684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42307 members 
Mstep: Class 2 contains 42513 members 
Entering Unmasked Estep 
Score: -9611894.000000 Penalty: 3688.193115
	Iteration 0F: 3 clusters Score -9611894 nChanged 40284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41133 members 
Mstep: Class 2 contains 43687 members 
Entering Unmasked Estep 
Score: -9635216.000000 Penalty: 3688.193115
	Iteration 1F: 3 clusters Score -9635216 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40327 members 
Mstep: Class 2 contains 44493 members 
Entering Unmasked Estep 
Score: -9635855.000000 Penalty: 3688.193115
	Iteration 2Q: 3 clusters Score -9635855 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39063 members 
Mstep: Class 2 contains 45757 members 
Entering Unmasked Estep 
Score: -9636728.000000 Penalty: 3688.193115
	Iteration 3Q: 3 clusters Score -9636728 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37197 members 
Mstep: Class 2 contains 47623 members 
Entering Unmasked Estep 
Score: -9638020.000000 Penalty: 3688.193115
	Iteration 4Q: 3 clusters Score -9638020 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 50305 members 
Entering Unmasked Estep 
Score: -9639980.000000 Penalty: 3688.193115
	Iteration 5Q: 3 clusters Score -9639980 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31117 members 
Mstep: Class 2 contains 53703 members 
Entering Unmasked Estep 
Score: -9642733.000000 Penalty: 3688.193115
	Iteration 6F: 3 clusters Score -9642733 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27044 members 
Mstep: Class 2 contains 57776 members 
Entering Unmasked Estep 
Score: -9646241.000000 Penalty: 3688.193115
	Iteration 7F: 3 clusters Score -9646241 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 62217 members 
Entering Unmasked Estep 
Score: -9650241.000000 Penalty: 3688.193115
	Iteration 8F: 3 clusters Score -9650241 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 66343 members 
Entering Unmasked Estep 
Score: -9654046.000000 Penalty: 3688.193115
	Iteration 9F: 3 clusters Score -9654046 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 69803 members 
Entering Unmasked Estep 
Score: -9657055.000000 Penalty: 3688.193115
	Iteration 10Q: 3 clusters Score -9657055 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 72591 members 
Entering Unmasked Estep 
Score: -9659180.000000 Penalty: 3688.193115
	Iteration 11Q: 3 clusters Score -9659180 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 74929 members 
Entering Unmasked Estep 
Score: -9660841.000000 Penalty: 3688.193115
	Iteration 12Q: 3 clusters Score -9660841 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 76937 members 
Entering Unmasked Estep 
Score: -9662194.000000 Penalty: 3688.193115
	Iteration 13Q: 3 clusters Score -9662194 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 78683 members 
Entering Unmasked Estep 
Score: -9663287.000000 Penalty: 3688.193115
	Iteration 14Q: 3 clusters Score -9663287 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 80123 members 
Entering Unmasked Estep 
Score: -9664215.000000 Penalty: 3688.193115
	Iteration 15Q: 3 clusters Score -9664215 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 81303 members 
Entering Unmasked Estep 
Score: -9664924.000000 Penalty: 3688.193115
	Iteration 16Q: 3 clusters Score -9664924 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 82247 members 
Entering Unmasked Estep 
Score: -9665561.000000 Penalty: 3688.193115
	Iteration 17Q: 3 clusters Score -9665561 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 82959 members 
Entering Unmasked Estep 
Score: -9666019.000000 Penalty: 3688.193115
	Iteration 18Q: 3 clusters Score -9666019 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 83466 members 
Entering Unmasked Estep 
Score: -9666378.000000 Penalty: 3688.193115
	Iteration 19Q: 3 clusters Score -9666378 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 83808 members 
Entering Unmasked Estep 
Score: -9666589.000000 Penalty: 3688.193115
	Iteration 20F: 3 clusters Score -9666589 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 84034 members 
Entering Unmasked Estep 
Score: -9666776.000000 Penalty: 3688.193115
	Iteration 21Q: 3 clusters Score -9666776 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 84184 members 
Entering Unmasked Estep 
Score: -9666886.000000 Penalty: 3688.193115
	Iteration 22Q: 3 clusters Score -9666886 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 84282 members 
Entering Unmasked Estep 
Score: -9666960.000000 Penalty: 3688.193115
	Iteration 23Q: 3 clusters Score -9666960 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 84338 members 
Entering Unmasked Estep 
Score: -9666997.000000 Penalty: 3688.193115
	Iteration 24Q: 3 clusters Score -9666997 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 84375 members 
Entering Unmasked Estep 
Score: -9667027.000000 Penalty: 3688.193115
	Iteration 25Q: 3 clusters Score -9667027 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 84396 members 
Entering Unmasked Estep 
Score: -9667045.000000 Penalty: 3688.193115
	Iteration 26Q: 3 clusters Score -9667045 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 84412 members 
Entering Unmasked Estep 
Score: -9667052.000000 Penalty: 3688.193115
	Iteration 27Q: 3 clusters Score -9667052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 84427 members 
Entering Unmasked Estep 
Score: -9667055.000000 Penalty: 3688.193115
	Iteration 28Q: 3 clusters Score -9667055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 84440 members 
Entering Unmasked Estep 
Score: -9667060.000000 Penalty: 3688.193115
	Iteration 29Q: 3 clusters Score -9667060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 84453 members 
Entering Unmasked Estep 
Score: -9667067.000000 Penalty: 3688.193115
	Iteration 30Q: 3 clusters Score -9667067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 84460 members 
Entering Unmasked Estep 
Score: -9667075.000000 Penalty: 3688.193115
	Iteration 31Q: 3 clusters Score -9667075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 84465 members 
Entering Unmasked Estep 
Score: -9667077.000000 Penalty: 3688.193115
	Iteration 32Q: 3 clusters Score -9667077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 84470 members 
Entering Unmasked Estep 
Score: -9667087.000000 Penalty: 3688.193115
	Iteration 33Q: 3 clusters Score -9667087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 84476 members 
Entering Unmasked Estep 
Score: -9667097.000000 Penalty: 3688.193115
	Iteration 34Q: 3 clusters Score -9667097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 84482 members 
Entering Unmasked Estep 
Score: -9667091.000000 Penalty: 3688.193115
	Iteration 35Q: 3 clusters Score -9667091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 84482 members 
Entering Unmasked Estep 
Score: -9667091.000000 Penalty: 3688.193115
	Iteration 36Q: 3 clusters Score -9667091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 84482 members 
Entering Unmasked Estep 
Score: -9667091.000000 Penalty: 3688.193115
	Iteration 37F: 3 clusters Score -9667091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Entering Unmasked Estep 
Score: -459996.531250 Penalty: 1359.761719
	Iteration 0F: 2 clusters Score -459996.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -456478.343750 Penalty: 2719.523438
	Iteration 0F: 3 clusters Score -456478.3 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -457526.625000 Penalty: 2719.523438
	Iteration 1F: 3 clusters Score -457526.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -457795.406250 Penalty: 2719.523438
	Iteration 2F: 3 clusters Score -457795.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -458101.062500 Penalty: 2719.523438
	Iteration 3F: 3 clusters Score -458101.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -458489.562500 Penalty: 2719.523438
	Iteration 4F: 3 clusters Score -458489.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -458847.125000 Penalty: 2719.523438
	Iteration 5F: 3 clusters Score -458847.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -459096.406250 Penalty: 2719.523438
	Iteration 6F: 3 clusters Score -459096.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -459243.437500 Penalty: 2719.523438
	Iteration 7Q: 3 clusters Score -459243.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -459342.531250 Penalty: 2719.523438
	Iteration 8Q: 3 clusters Score -459342.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -459395.000000 Penalty: 2719.523438
	Iteration 9Q: 3 clusters Score -459395 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -459423.406250 Penalty: 2719.523438
	Iteration 10Q: 3 clusters Score -459423.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -459439.687500 Penalty: 2719.523438
	Iteration 11Q: 3 clusters Score -459439.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -459455.656250 Penalty: 2719.523438
	Iteration 12Q: 3 clusters Score -459455.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -459465.562500 Penalty: 2719.523438
	Iteration 13Q: 3 clusters Score -459465.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -459474.156250 Penalty: 2719.523438
	Iteration 14Q: 3 clusters Score -459474.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -459477.562500 Penalty: 2719.523438
	Iteration 15Q: 3 clusters Score -459477.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -459481.843750 Penalty: 2719.523438
	Iteration 16Q: 3 clusters Score -459481.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -459483.562500 Penalty: 2719.523438
	Iteration 17Q: 3 clusters Score -459483.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -459485.343750 Penalty: 2719.523438
	Iteration 18Q: 3 clusters Score -459485.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -459488.468750 Penalty: 2719.523438
	Iteration 19Q: 3 clusters Score -459488.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -459491.593750 Penalty: 2719.523438
	Iteration 20F: 3 clusters Score -459491.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -459492.750000 Penalty: 2719.523438
	Iteration 21Q: 3 clusters Score -459492.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -459494.750000 Penalty: 2719.523438
	Iteration 22Q: 3 clusters Score -459494.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -459497.187500 Penalty: 2719.523438
	Iteration 23Q: 3 clusters Score -459497.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -459499.656250 Penalty: 2719.523438
	Iteration 24Q: 3 clusters Score -459499.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -459502.312500 Penalty: 2719.523438
	Iteration 25Q: 3 clusters Score -459502.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -459504.125000 Penalty: 2719.523438
	Iteration 26Q: 3 clusters Score -459504.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -459504.343750 Penalty: 2719.523438
	Iteration 27Q: 3 clusters Score -459504.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -459504.656250 Penalty: 2719.523438
	Iteration 28Q: 3 clusters Score -459504.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -459505.093750 Penalty: 2719.523438
	Iteration 29Q: 3 clusters Score -459505.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -459504.875000 Penalty: 2719.523438
	Iteration 30Q: 3 clusters Score -459504.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -459504.875000 Penalty: 2719.523438
	Iteration 31F: 3 clusters Score -459504.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -61813.890625 Penalty: 1080.249390
	Iteration 0F: 2 clusters Score -61813.89 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 378 members 
Entering Unmasked Estep 
Score: -60712.058594 Penalty: 2160.498779
	Iteration 0F: 3 clusters Score -60712.06 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -61439.562500 Penalty: 2160.498779
	Iteration 1F: 3 clusters Score -61439.56 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -61870.203125 Penalty: 2160.498779
	Iteration 2F: 3 clusters Score -61870.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -62089.347656 Penalty: 2160.498779
	Iteration 3F: 3 clusters Score -62089.35 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -62269.085938 Penalty: 2160.498779
	Iteration 4F: 3 clusters Score -62269.09 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -62383.601562 Penalty: 2160.498779
	Iteration 5Q: 3 clusters Score -62383.6 nChanged 25
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: -62469.734375 Penalty: 2160.498779
	Iteration 6Q: 3 clusters Score -62469.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -62501.925781 Penalty: 2160.498779
	Iteration 7Q: 3 clusters Score -62501.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -62508.707031 Penalty: 2160.498779
	Iteration 8Q: 3 clusters Score -62508.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -62510.230469 Penalty: 2160.498779
	Iteration 9Q: 3 clusters Score -62510.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -62510.230469 Penalty: 2160.498779
	Iteration 10F: 3 clusters Score -62510.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 2495 members 
Mstep: Class 3 contains 22677 members 
Mstep: Class 4 contains 700 members 
Mstep: Class 5 contains 38764 members 
Mstep: Class 6 contains 74854 members 
Mstep: Class 7 contains 84535 members 
Mstep: Class 8 contains 38899 members 
Mstep: Class 9 contains 32361 members 
Mstep: Class 10 contains 16513 members 
Mstep: Class 11 contains 92860 members 
Mstep: Class 12 contains 84820 members 
Mstep: Class 13 contains 4306 members 
Mstep: Class 14 contains 412 members 
Mstep: Class 15 contains 1939 members 
Mstep: Class 16 contains 102328 members 
Mstep: Class 17 contains 681 members 
Mstep: Class 18 contains 299 members 
Mstep: Class 19 contains 74277 members 
Mstep: Class 20 contains 27916 members 
Mstep: Class 21 contains 797 members 
Mstep: Class 22 contains 54125 members 
Mstep: Class 23 contains 11974 members 
Mstep: Class 24 contains 107514 members 
Mstep: Class 25 contains 99769 members 
Mstep: Class 26 contains 31841 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 937 members 
Mstep: Class 29 contains 2755 members 
Mstep: Class 30 contains 110288 members 
Mstep: Class 31 contains 267 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 101424 members 
Mstep: Class 34 contains 1400 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 416 members 
Mstep: Class 37 contains 126194 members 
Mstep: Class 38 contains 12306 members 
Mstep: Class 39 contains 1273 members 
Mstep: Class 40 contains 9135 members 
Mstep: Class 41 contains 126402 members 
Mstep: Class 42 contains 471 members 
Mstep: Class 43 contains 223 members 
Mstep: Class 44 contains 16220 members 
Mstep: Class 45 contains 195802 members 
Mstep: Class 46 contains 359 members 
Entering Unmasked Estep 
Score: -194648368.000000 Penalty: 107337.335938
Splitting cluster 14 changes total score from -194648096.000000 to -194648368.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 15 (1939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Entering Unmasked Estep 
Score: -190364.015625 Penalty: 1230.113281
	Iteration 0F: 2 clusters Score -190364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -188319.937500 Penalty: 2460.226562
	Iteration 0F: 3 clusters Score -188319.9 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -188828.765625 Penalty: 2460.226562
	Iteration 1F: 3 clusters Score -188828.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -188986.843750 Penalty: 2460.226562
	Iteration 2F: 3 clusters Score -188986.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -189111.875000 Penalty: 2460.226562
	Iteration 3F: 3 clusters Score -189111.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -189236.562500 Penalty: 2460.226562
	Iteration 4F: 3 clusters Score -189236.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -189325.531250 Penalty: 2460.226562
	Iteration 5Q: 3 clusters Score -189325.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -189399.656250 Penalty: 2460.226562
	Iteration 6Q: 3 clusters Score -189399.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -189460.812500 Penalty: 2460.226562
	Iteration 7Q: 3 clusters Score -189460.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -189509.828125 Penalty: 2460.226562
	Iteration 8Q: 3 clusters Score -189509.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -189544.796875 Penalty: 2460.226562
	Iteration 9Q: 3 clusters Score -189544.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -189588.593750 Penalty: 2460.226562
	Iteration 10Q: 3 clusters Score -189588.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -189615.203125 Penalty: 2460.226562
	Iteration 11Q: 3 clusters Score -189615.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -189635.187500 Penalty: 2460.226562
	Iteration 12Q: 3 clusters Score -189635.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -189643.234375 Penalty: 2460.226562
	Iteration 13Q: 3 clusters Score -189643.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -189647.140625 Penalty: 2460.226562
	Iteration 14Q: 3 clusters Score -189647.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -189650.109375 Penalty: 2460.226562
	Iteration 15Q: 3 clusters Score -189650.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -189652.328125 Penalty: 2460.226562
	Iteration 16Q: 3 clusters Score -189652.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -189652.718750 Penalty: 2460.226562
	Iteration 17Q: 3 clusters Score -189652.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -189653.390625 Penalty: 2460.226562
	Iteration 18Q: 3 clusters Score -189653.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -189654.609375 Penalty: 2460.226562
	Iteration 19Q: 3 clusters Score -189654.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -189655.437500 Penalty: 2460.226562
	Iteration 20F: 3 clusters Score -189655.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (102328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102328 members 
Entering Unmasked Estep 
Score: -12147352.000000 Penalty: 1874.589966
	Iteration 0F: 2 clusters Score -1.214735e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51226 members 
Mstep: Class 2 contains 51102 members 
Entering Unmasked Estep 
Score: -12081785.000000 Penalty: 3749.179932
	Iteration 0F: 3 clusters Score -1.208178e+07 nChanged 49006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52144 members 
Mstep: Class 2 contains 50184 members 
Entering Unmasked Estep 
Score: -12110183.000000 Penalty: 3749.179932
	Iteration 1F: 3 clusters Score -1.211018e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52654 members 
Mstep: Class 2 contains 49674 members 
Entering Unmasked Estep 
Score: -12110746.000000 Penalty: 3749.179932
	Iteration 2Q: 3 clusters Score -1.211075e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53401 members 
Mstep: Class 2 contains 48927 members 
Entering Unmasked Estep 
Score: -12111378.000000 Penalty: 3749.179932
	Iteration 3Q: 3 clusters Score -1.211138e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54457 members 
Mstep: Class 2 contains 47871 members 
Entering Unmasked Estep 
Score: -12112107.000000 Penalty: 3749.179932
	Iteration 4Q: 3 clusters Score -1.211211e+07 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55929 members 
Mstep: Class 2 contains 46399 members 
Entering Unmasked Estep 
Score: -12113213.000000 Penalty: 3749.179932
	Iteration 5Q: 3 clusters Score -1.211321e+07 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57979 members 
Mstep: Class 2 contains 44349 members 
Entering Unmasked Estep 
Score: -12115080.000000 Penalty: 3749.179932
	Iteration 6Q: 3 clusters Score -1.211508e+07 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60694 members 
Mstep: Class 2 contains 41634 members 
Entering Unmasked Estep 
Score: -12118178.000000 Penalty: 3749.179932
	Iteration 7F: 3 clusters Score -1.211818e+07 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63423 members 
Mstep: Class 2 contains 38905 members 
Entering Unmasked Estep 
Score: -12122931.000000 Penalty: 3749.179932
	Iteration 8F: 3 clusters Score -1.212293e+07 nChanged 7038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65369 members 
Mstep: Class 2 contains 36959 members 
Entering Unmasked Estep 
Score: -12128844.000000 Penalty: 3749.179932
	Iteration 9F: 3 clusters Score -1.212884e+07 nChanged 6727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65938 members 
Mstep: Class 2 contains 36390 members 
Entering Unmasked Estep 
Score: -12133465.000000 Penalty: 3749.179932
	Iteration 10F: 3 clusters Score -1.213346e+07 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65635 members 
Mstep: Class 2 contains 36693 members 
Entering Unmasked Estep 
Score: -12135897.000000 Penalty: 3749.179932
	Iteration 11Q: 3 clusters Score -1.21359e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64893 members 
Mstep: Class 2 contains 37435 members 
Entering Unmasked Estep 
Score: -12137281.000000 Penalty: 3749.179932
	Iteration 12Q: 3 clusters Score -1.213728e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64009 members 
Mstep: Class 2 contains 38319 members 
Entering Unmasked Estep 
Score: -12138618.000000 Penalty: 3749.179932
	Iteration 13Q: 3 clusters Score -1.213862e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63040 members 
Mstep: Class 2 contains 39288 members 
Entering Unmasked Estep 
Score: -12139709.000000 Penalty: 3749.179932
	Iteration 14Q: 3 clusters Score -1.213971e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61978 members 
Mstep: Class 2 contains 40350 members 
Entering Unmasked Estep 
Score: -12140765.000000 Penalty: 3749.179932
	Iteration 15Q: 3 clusters Score -1.214076e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60824 members 
Mstep: Class 2 contains 41504 members 
Entering Unmasked Estep 
Score: -12141611.000000 Penalty: 3749.179932
	Iteration 16Q: 3 clusters Score -1.214161e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59773 members 
Mstep: Class 2 contains 42555 members 
Entering Unmasked Estep 
Score: -12142175.000000 Penalty: 3749.179932
	Iteration 17Q: 3 clusters Score -1.214218e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58766 members 
Mstep: Class 2 contains 43562 members 
Entering Unmasked Estep 
Score: -12142572.000000 Penalty: 3749.179932
	Iteration 18Q: 3 clusters Score -1.214257e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57760 members 
Mstep: Class 2 contains 44568 members 
Entering Unmasked Estep 
Score: -12142967.000000 Penalty: 3749.179932
	Iteration 19Q: 3 clusters Score -1.214297e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56756 members 
Mstep: Class 2 contains 45572 members 
Entering Unmasked Estep 
Score: -12143315.000000 Penalty: 3749.179932
	Iteration 20F: 3 clusters Score -1.214332e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55789 members 
Mstep: Class 2 contains 46539 members 
Entering Unmasked Estep 
Score: -12143558.000000 Penalty: 3749.179932
	Iteration 21Q: 3 clusters Score -1.214356e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54726 members 
Mstep: Class 2 contains 47602 members 
Entering Unmasked Estep 
Score: -12143729.000000 Penalty: 3749.179932
	Iteration 22Q: 3 clusters Score -1.214373e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53684 members 
Mstep: Class 2 contains 48644 members 
Entering Unmasked Estep 
Score: -12143784.000000 Penalty: 3749.179932
	Iteration 23Q: 3 clusters Score -1.214378e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52645 members 
Mstep: Class 2 contains 49683 members 
Entering Unmasked Estep 
Score: -12143881.000000 Penalty: 3749.179932
	Iteration 24Q: 3 clusters Score -1.214388e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51575 members 
Mstep: Class 2 contains 50753 members 
Entering Unmasked Estep 
Score: -12143988.000000 Penalty: 3749.179932
	Iteration 25Q: 3 clusters Score -1.214399e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50475 members 
Mstep: Class 2 contains 51853 members 
Entering Unmasked Estep 
Score: -12144165.000000 Penalty: 3749.179932
	Iteration 26Q: 3 clusters Score -1.214416e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49463 members 
Mstep: Class 2 contains 52865 members 
Entering Unmasked Estep 
Score: -12144195.000000 Penalty: 3749.179932
	Iteration 27Q: 3 clusters Score -1.21442e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48429 members 
Mstep: Class 2 contains 53899 members 
Entering Unmasked Estep 
Score: -12144272.000000 Penalty: 3749.179932
	Iteration 28Q: 3 clusters Score -1.214427e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47364 members 
Mstep: Class 2 contains 54964 members 
Entering Unmasked Estep 
Score: -12144307.000000 Penalty: 3749.179932
	Iteration 29Q: 3 clusters Score -1.214431e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46232 members 
Mstep: Class 2 contains 56096 members 
Entering Unmasked Estep 
Score: -12144430.000000 Penalty: 3749.179932
	Iteration 30Q: 3 clusters Score -1.214443e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45050 members 
Mstep: Class 2 contains 57278 members 
Entering Unmasked Estep 
Score: -12144435.000000 Penalty: 3749.179932
	Iteration 31Q: 3 clusters Score -1.214444e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43910 members 
Mstep: Class 2 contains 58418 members 
Entering Unmasked Estep 
Score: -12144471.000000 Penalty: 3749.179932
	Iteration 32Q: 3 clusters Score -1.214447e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42682 members 
Mstep: Class 2 contains 59646 members 
Entering Unmasked Estep 
Score: -12144498.000000 Penalty: 3749.179932
	Iteration 33Q: 3 clusters Score -1.21445e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41547 members 
Mstep: Class 2 contains 60781 members 
Entering Unmasked Estep 
Score: -12144536.000000 Penalty: 3749.179932
	Iteration 34Q: 3 clusters Score -1.214454e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40465 members 
Mstep: Class 2 contains 61863 members 
Entering Unmasked Estep 
Score: -12144506.000000 Penalty: 3749.179932
	Iteration 35Q: 3 clusters Score -1.214451e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39447 members 
Mstep: Class 2 contains 62881 members 
Entering Unmasked Estep 
Score: -12144512.000000 Penalty: 3749.179932
	Iteration 36Q: 3 clusters Score -1.214451e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38281 members 
Mstep: Class 2 contains 64047 members 
Entering Unmasked Estep 
Score: -12144601.000000 Penalty: 3749.179932
	Iteration 37Q: 3 clusters Score -1.21446e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37028 members 
Mstep: Class 2 contains 65300 members 
Entering Unmasked Estep 
Score: -12144638.000000 Penalty: 3749.179932
	Iteration 38Q: 3 clusters Score -1.214464e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 66664 members 
Entering Unmasked Estep 
Score: -12144718.000000 Penalty: 3749.179932
	Iteration 39Q: 3 clusters Score -1.214472e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34198 members 
Mstep: Class 2 contains 68130 members 
Entering Unmasked Estep 
Score: -12144827.000000 Penalty: 3749.179932
	Iteration 40F: 3 clusters Score -1.214483e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32627 members 
Mstep: Class 2 contains 69701 members 
Entering Unmasked Estep 
Score: -12145013.000000 Penalty: 3749.179932
	Iteration 41Q: 3 clusters Score -1.214501e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31037 members 
Mstep: Class 2 contains 71291 members 
Entering Unmasked Estep 
Score: -12145237.000000 Penalty: 3749.179932
	Iteration 42Q: 3 clusters Score -1.214524e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 72871 members 
Entering Unmasked Estep 
Score: -12145378.000000 Penalty: 3749.179932
	Iteration 43Q: 3 clusters Score -1.214538e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 74521 members 
Entering Unmasked Estep 
Score: -12145642.000000 Penalty: 3749.179932
	Iteration 44Q: 3 clusters Score -1.214564e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 76149 members 
Entering Unmasked Estep 
Score: -12145821.000000 Penalty: 3749.179932
	Iteration 45Q: 3 clusters Score -1.214582e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 77885 members 
Entering Unmasked Estep 
Score: -12146190.000000 Penalty: 3749.179932
	Iteration 46Q: 3 clusters Score -1.214619e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 79575 members 
Entering Unmasked Estep 
Score: -12146515.000000 Penalty: 3749.179932
	Iteration 47Q: 3 clusters Score -1.214652e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 81154 members 
Entering Unmasked Estep 
Score: -12146792.000000 Penalty: 3749.179932
	Iteration 48Q: 3 clusters Score -1.214679e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 82595 members 
Entering Unmasked Estep 
Score: -12147147.000000 Penalty: 3749.179932
	Iteration 49Q: 3 clusters Score -1.214715e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 83857 members 
Entering Unmasked Estep 
Score: -12147513.000000 Penalty: 3749.179932
	Iteration 50Q: 3 clusters Score -1.214751e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 84863 members 
Entering Unmasked Estep 
Score: -12147798.000000 Penalty: 3749.179932
	Iteration 51Q: 3 clusters Score -1.21478e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 85666 members 
Entering Unmasked Estep 
Score: -12147936.000000 Penalty: 3749.179932
	Iteration 52Q: 3 clusters Score -1.214794e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 86304 members 
Entering Unmasked Estep 
Score: -12148054.000000 Penalty: 3749.179932
	Iteration 53Q: 3 clusters Score -1.214805e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 86901 members 
Entering Unmasked Estep 
Score: -12148163.000000 Penalty: 3749.179932
	Iteration 54Q: 3 clusters Score -1.214816e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 87401 members 
Entering Unmasked Estep 
Score: -12148212.000000 Penalty: 3749.179932
	Iteration 55Q: 3 clusters Score -1.214821e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 87809 members 
Entering Unmasked Estep 
Score: -12148267.000000 Penalty: 3749.179932
	Iteration 56Q: 3 clusters Score -1.214827e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 88180 members 
Entering Unmasked Estep 
Score: -12148289.000000 Penalty: 3749.179932
	Iteration 57Q: 3 clusters Score -1.214829e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 88463 members 
Entering Unmasked Estep 
Score: -12148308.000000 Penalty: 3749.179932
	Iteration 58Q: 3 clusters Score -1.214831e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 88672 members 
Entering Unmasked Estep 
Score: -12148300.000000 Penalty: 3749.179932
	Iteration 59Q: 3 clusters Score -1.21483e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 88829 members 
Entering Unmasked Estep 
Score: -12148284.000000 Penalty: 3749.179932
	Iteration 60F: 3 clusters Score -1.214828e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 88959 members 
Entering Unmasked Estep 
Score: -12148297.000000 Penalty: 3749.179932
	Iteration 61Q: 3 clusters Score -1.21483e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 89094 members 
Entering Unmasked Estep 
Score: -12148302.000000 Penalty: 3749.179932
	Iteration 62Q: 3 clusters Score -1.21483e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 89210 members 
Entering Unmasked Estep 
Score: -12148303.000000 Penalty: 3749.179932
	Iteration 63Q: 3 clusters Score -1.21483e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 89288 members 
Entering Unmasked Estep 
Score: -12148320.000000 Penalty: 3749.179932
	Iteration 64Q: 3 clusters Score -1.214832e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 89386 members 
Entering Unmasked Estep 
Score: -12148332.000000 Penalty: 3749.179932
	Iteration 65Q: 3 clusters Score -1.214833e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 89473 members 
Entering Unmasked Estep 
Score: -12148367.000000 Penalty: 3749.179932
	Iteration 66Q: 3 clusters Score -1.214837e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 89574 members 
Entering Unmasked Estep 
Score: -12148315.000000 Penalty: 3749.179932
	Iteration 67Q: 3 clusters Score -1.214832e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 89627 members 
Entering Unmasked Estep 
Score: -12148310.000000 Penalty: 3749.179932
	Iteration 68Q: 3 clusters Score -1.214831e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 89676 members 
Entering Unmasked Estep 
Score: -12148320.000000 Penalty: 3749.179932
	Iteration 69Q: 3 clusters Score -1.214832e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 89722 members 
Entering Unmasked Estep 
Score: -12148322.000000 Penalty: 3749.179932
	Iteration 70Q: 3 clusters Score -1.214832e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 89758 members 
Entering Unmasked Estep 
Score: -12148311.000000 Penalty: 3749.179932
	Iteration 71Q: 3 clusters Score -1.214831e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 89769 members 
Entering Unmasked Estep 
Score: -12148295.000000 Penalty: 3749.179932
	Iteration 72Q: 3 clusters Score -1.21483e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 89790 members 
Entering Unmasked Estep 
Score: -12148282.000000 Penalty: 3749.179932
	Iteration 73Q: 3 clusters Score -1.214828e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 89813 members 
Entering Unmasked Estep 
Score: -12148275.000000 Penalty: 3749.179932
	Iteration 74Q: 3 clusters Score -1.214828e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 89846 members 
Entering Unmasked Estep 
Score: -12148284.000000 Penalty: 3749.179932
	Iteration 75Q: 3 clusters Score -1.214828e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 89871 members 
Entering Unmasked Estep 
Score: -12148289.000000 Penalty: 3749.179932
	Iteration 76Q: 3 clusters Score -1.214829e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 89894 members 
Entering Unmasked Estep 
Score: -12148272.000000 Penalty: 3749.179932
	Iteration 77Q: 3 clusters Score -1.214827e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 89915 members 
Entering Unmasked Estep 
Score: -12148261.000000 Penalty: 3749.179932
	Iteration 78Q: 3 clusters Score -1.214826e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 89929 members 
Entering Unmasked Estep 
Score: -12148270.000000 Penalty: 3749.179932
	Iteration 79Q: 3 clusters Score -1.214827e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 89939 members 
Entering Unmasked Estep 
Score: -12148263.000000 Penalty: 3749.179932
	Iteration 80F: 3 clusters Score -1.214826e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 89952 members 
Entering Unmasked Estep 
Score: -12148268.000000 Penalty: 3749.179932
	Iteration 81Q: 3 clusters Score -1.214827e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 89958 members 
Entering Unmasked Estep 
Score: -12148271.000000 Penalty: 3749.179932
	Iteration 82Q: 3 clusters Score -1.214827e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 89964 members 
Entering Unmasked Estep 
Score: -12148261.000000 Penalty: 3749.179932
	Iteration 83Q: 3 clusters Score -1.214826e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 89973 members 
Entering Unmasked Estep 
Score: -12148251.000000 Penalty: 3749.179932
	Iteration 84Q: 3 clusters Score -1.214825e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 89979 members 
Entering Unmasked Estep 
Score: -12148258.000000 Penalty: 3749.179932
	Iteration 85Q: 3 clusters Score -1.214826e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 89980 members 
Entering Unmasked Estep 
Score: -12148248.000000 Penalty: 3749.179932
	Iteration 86Q: 3 clusters Score -1.214825e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 89982 members 
Entering Unmasked Estep 
Score: -12148260.000000 Penalty: 3749.179932
	Iteration 87Q: 3 clusters Score -1.214826e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 89983 members 
Entering Unmasked Estep 
Score: -12148251.000000 Penalty: 3749.179932
	Iteration 88Q: 3 clusters Score -1.214825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 89982 members 
Entering Unmasked Estep 
Score: -12148254.000000 Penalty: 3749.179932
	Iteration 89Q: 3 clusters Score -1.214825e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 89982 members 
Entering Unmasked Estep 
Score: -12148254.000000 Penalty: 3749.179932
	Iteration 90F: 3 clusters Score -1.214825e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 2495 members 
Mstep: Class 3 contains 22677 members 
Mstep: Class 4 contains 700 members 
Mstep: Class 5 contains 38764 members 
Mstep: Class 6 contains 74854 members 
Mstep: Class 7 contains 84535 members 
Mstep: Class 8 contains 38899 members 
Mstep: Class 9 contains 32361 members 
Mstep: Class 10 contains 16513 members 
Mstep: Class 11 contains 92860 members 
Mstep: Class 12 contains 84820 members 
Mstep: Class 13 contains 4306 members 
Mstep: Class 14 contains 412 members 
Mstep: Class 15 contains 1939 members 
Mstep: Class 16 contains 12346 members 
Mstep: Class 17 contains 681 members 
Mstep: Class 18 contains 299 members 
Mstep: Class 19 contains 74277 members 
Mstep: Class 20 contains 27916 members 
Mstep: Class 21 contains 797 members 
Mstep: Class 22 contains 54125 members 
Mstep: Class 23 contains 11974 members 
Mstep: Class 24 contains 107514 members 
Mstep: Class 25 contains 99769 members 
Mstep: Class 26 contains 31841 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 937 members 
Mstep: Class 29 contains 2755 members 
Mstep: Class 30 contains 110288 members 
Mstep: Class 31 contains 267 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 101424 members 
Mstep: Class 34 contains 1400 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 416 members 
Mstep: Class 37 contains 126194 members 
Mstep: Class 38 contains 12306 members 
Mstep: Class 39 contains 1273 members 
Mstep: Class 40 contains 9135 members 
Mstep: Class 41 contains 126402 members 
Mstep: Class 42 contains 471 members 
Mstep: Class 43 contains 223 members 
Mstep: Class 44 contains 16220 members 
Mstep: Class 45 contains 195802 members 
Mstep: Class 46 contains 359 members 
Mstep: Class 47 contains 89982 members 
Entering Unmasked Estep 
Score: -194649312.000000 Penalty: 109670.750000
Splitting cluster 16 changes total score from -194648096.000000 to -194649312.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 17 (681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Entering Unmasked Estep 
Score: -70070.679688 Penalty: 1060.078857
	Iteration 0F: 2 clusters Score -70070.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -68860.242188 Penalty: 2120.157715
	Iteration 0F: 3 clusters Score -68860.24 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -69044.546875 Penalty: 2120.157715
	Iteration 1F: 3 clusters Score -69044.55 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -69093.109375 Penalty: 2120.157715
	Iteration 2F: 3 clusters Score -69093.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -69117.281250 Penalty: 2120.157715
	Iteration 3Q: 3 clusters Score -69117.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -69136.312500 Penalty: 2120.157715
	Iteration 4Q: 3 clusters Score -69136.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -69149.312500 Penalty: 2120.157715
	Iteration 5Q: 3 clusters Score -69149.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -69165.101562 Penalty: 2120.157715
	Iteration 6Q: 3 clusters Score -69165.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -69175.242188 Penalty: 2120.157715
	Iteration 7Q: 3 clusters Score -69175.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -69180.554688 Penalty: 2120.157715
	Iteration 8Q: 3 clusters Score -69180.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -69181.781250 Penalty: 2120.157715
	Iteration 9Q: 3 clusters Score -69181.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -69187.531250 Penalty: 2120.157715
	Iteration 10Q: 3 clusters Score -69187.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -69192.070312 Penalty: 2120.157715
	Iteration 11Q: 3 clusters Score -69192.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -69195.054688 Penalty: 2120.157715
	Iteration 12Q: 3 clusters Score -69195.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -69206.109375 Penalty: 2120.157715
	Iteration 13Q: 3 clusters Score -69206.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -69208.710938 Penalty: 2120.157715
	Iteration 14Q: 3 clusters Score -69208.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -69208.843750 Penalty: 2120.157715
	Iteration 15Q: 3 clusters Score -69208.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -69208.843750 Penalty: 2120.157715
	Iteration 16F: 3 clusters Score -69208.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -17648.507812 Penalty: 926.322083
	Iteration 0F: 2 clusters Score -17648.51 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 135 members 
Entering Unmasked Estep 
Score: -16980.056641 Penalty: 1852.644165
	Iteration 0F: 3 clusters Score -16980.06 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -17338.011719 Penalty: 1852.644165
	Iteration 1F: 3 clusters Score -17338.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -17393.410156 Penalty: 1852.644165
	Iteration 2F: 3 clusters Score -17393.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -17400.863281 Penalty: 1852.644165
	Iteration 3Q: 3 clusters Score -17400.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -17402.966797 Penalty: 1852.644165
	Iteration 4Q: 3 clusters Score -17402.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -17410.177734 Penalty: 1852.644165
	Iteration 5Q: 3 clusters Score -17410.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -17411.699219 Penalty: 1852.644165
	Iteration 6Q: 3 clusters Score -17411.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -17414.291016 Penalty: 1852.644165
	Iteration 7Q: 3 clusters Score -17414.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17418.599609 Penalty: 1852.644165
	Iteration 8Q: 3 clusters Score -17418.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -17418.599609 Penalty: 1852.644165
	Iteration 9F: 3 clusters Score -17418.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (74277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74277 members 
Entering Unmasked Estep 
Score: -8856031.000000 Penalty: 1822.528076
	Iteration 0F: 2 clusters Score -8856031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37029 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
Score: -8807965.000000 Penalty: 3645.056152
	Iteration 0F: 3 clusters Score -8807965 nChanged 35356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36481 members 
Mstep: Class 2 contains 37796 members 
Entering Unmasked Estep 
Score: -8828219.000000 Penalty: 3645.056152
	Iteration 1F: 3 clusters Score -8828219 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 38110 members 
Entering Unmasked Estep 
Score: -8828779.000000 Penalty: 3645.056152
	Iteration 2Q: 3 clusters Score -8828779 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35644 members 
Mstep: Class 2 contains 38633 members 
Entering Unmasked Estep 
Score: -8829367.000000 Penalty: 3645.056152
	Iteration 3Q: 3 clusters Score -8829367 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34816 members 
Mstep: Class 2 contains 39461 members 
Entering Unmasked Estep 
Score: -8830069.000000 Penalty: 3645.056152
	Iteration 4Q: 3 clusters Score -8830069 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33664 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -8830920.000000 Penalty: 3645.056152
	Iteration 5Q: 3 clusters Score -8830920 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32048 members 
Mstep: Class 2 contains 42229 members 
Entering Unmasked Estep 
Score: -8832082.000000 Penalty: 3645.056152
	Iteration 6Q: 3 clusters Score -8832082 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 44384 members 
Entering Unmasked Estep 
Score: -8833866.000000 Penalty: 3645.056152
	Iteration 7Q: 3 clusters Score -8833866 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 47148 members 
Entering Unmasked Estep 
Score: -8836580.000000 Penalty: 3645.056152
	Iteration 8F: 3 clusters Score -8836580 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 50431 members 
Entering Unmasked Estep 
Score: -8840259.000000 Penalty: 3645.056152
	Iteration 9F: 3 clusters Score -8840259 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 53636 members 
Entering Unmasked Estep 
Score: -8844185.000000 Penalty: 3645.056152
	Iteration 10F: 3 clusters Score -8844185 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 56371 members 
Entering Unmasked Estep 
Score: -8847503.000000 Penalty: 3645.056152
	Iteration 11F: 3 clusters Score -8847503 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 58645 members 
Entering Unmasked Estep 
Score: -8849531.000000 Penalty: 3645.056152
	Iteration 12Q: 3 clusters Score -8849531 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 60636 members 
Entering Unmasked Estep 
Score: -8850761.000000 Penalty: 3645.056152
	Iteration 13Q: 3 clusters Score -8850761 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 62485 members 
Entering Unmasked Estep 
Score: -8851483.000000 Penalty: 3645.056152
	Iteration 14Q: 3 clusters Score -8851483 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 64058 members 
Entering Unmasked Estep 
Score: -8851895.000000 Penalty: 3645.056152
	Iteration 15Q: 3 clusters Score -8851895 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 65406 members 
Entering Unmasked Estep 
Score: -8852319.000000 Penalty: 3645.056152
	Iteration 16Q: 3 clusters Score -8852319 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 66706 members 
Entering Unmasked Estep 
Score: -8852613.000000 Penalty: 3645.056152
	Iteration 17Q: 3 clusters Score -8852613 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 67919 members 
Entering Unmasked Estep 
Score: -8852967.000000 Penalty: 3645.056152
	Iteration 18Q: 3 clusters Score -8852967 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 68990 members 
Entering Unmasked Estep 
Score: -8853154.000000 Penalty: 3645.056152
	Iteration 19Q: 3 clusters Score -8853154 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 69955 members 
Entering Unmasked Estep 
Score: -8853367.000000 Penalty: 3645.056152
	Iteration 20F: 3 clusters Score -8853367 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 70806 members 
Entering Unmasked Estep 
Score: -8853739.000000 Penalty: 3645.056152
	Iteration 21Q: 3 clusters Score -8853739 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 71501 members 
Entering Unmasked Estep 
Score: -8853959.000000 Penalty: 3645.056152
	Iteration 22Q: 3 clusters Score -8853959 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 72059 members 
Entering Unmasked Estep 
Score: -8854059.000000 Penalty: 3645.056152
	Iteration 23Q: 3 clusters Score -8854059 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 72505 members 
Entering Unmasked Estep 
Score: -8854210.000000 Penalty: 3645.056152
	Iteration 24Q: 3 clusters Score -8854210 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 72840 members 
Entering Unmasked Estep 
Score: -8854305.000000 Penalty: 3645.056152
	Iteration 25Q: 3 clusters Score -8854305 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 73102 members 
Entering Unmasked Estep 
Score: -8854357.000000 Penalty: 3645.056152
	Iteration 26Q: 3 clusters Score -8854357 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 73295 members 
Entering Unmasked Estep 
Score: -8854404.000000 Penalty: 3645.056152
	Iteration 27Q: 3 clusters Score -8854404 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 73432 members 
Entering Unmasked Estep 
Score: -8854437.000000 Penalty: 3645.056152
	Iteration 28Q: 3 clusters Score -8854437 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 73542 members 
Entering Unmasked Estep 
Score: -8854468.000000 Penalty: 3645.056152
	Iteration 29Q: 3 clusters Score -8854468 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 73623 members 
Entering Unmasked Estep 
Score: -8854478.000000 Penalty: 3645.056152
	Iteration 30Q: 3 clusters Score -8854478 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 73675 members 
Entering Unmasked Estep 
Score: -8854497.000000 Penalty: 3645.056152
	Iteration 31Q: 3 clusters Score -8854497 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 73718 members 
Entering Unmasked Estep 
Score: -8854493.000000 Penalty: 3645.056152
	Iteration 32Q: 3 clusters Score -8854493 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 73749 members 
Entering Unmasked Estep 
Score: -8854528.000000 Penalty: 3645.056152
	Iteration 33Q: 3 clusters Score -8854528 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 73769 members 
Entering Unmasked Estep 
Score: -8854514.000000 Penalty: 3645.056152
	Iteration 34Q: 3 clusters Score -8854514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 73788 members 
Entering Unmasked Estep 
Score: -8854522.000000 Penalty: 3645.056152
	Iteration 35Q: 3 clusters Score -8854522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 73802 members 
Entering Unmasked Estep 
Score: -8854521.000000 Penalty: 3645.056152
	Iteration 36Q: 3 clusters Score -8854521 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 73820 members 
Entering Unmasked Estep 
Score: -8854529.000000 Penalty: 3645.056152
	Iteration 37Q: 3 clusters Score -8854529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 73831 members 
Entering Unmasked Estep 
Score: -8854526.000000 Penalty: 3645.056152
	Iteration 38Q: 3 clusters Score -8854526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 73843 members 
Entering Unmasked Estep 
Score: -8854540.000000 Penalty: 3645.056152
	Iteration 39Q: 3 clusters Score -8854540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 73857 members 
Entering Unmasked Estep 
Score: -8854547.000000 Penalty: 3645.056152
	Iteration 40F: 3 clusters Score -8854547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 73867 members 
Entering Unmasked Estep 
Score: -8854539.000000 Penalty: 3645.056152
	Iteration 41Q: 3 clusters Score -8854539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 73874 members 
Entering Unmasked Estep 
Score: -8854546.000000 Penalty: 3645.056152
	Iteration 42Q: 3 clusters Score -8854546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 73877 members 
Entering Unmasked Estep 
Score: -8854554.000000 Penalty: 3645.056152
	Iteration 43Q: 3 clusters Score -8854554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 73880 members 
Entering Unmasked Estep 
Score: -8854553.000000 Penalty: 3645.056152
	Iteration 44Q: 3 clusters Score -8854553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 73885 members 
Entering Unmasked Estep 
Score: -8854559.000000 Penalty: 3645.056152
	Iteration 45Q: 3 clusters Score -8854559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 73894 members 
Entering Unmasked Estep 
Score: -8854559.000000 Penalty: 3645.056152
	Iteration 46Q: 3 clusters Score -8854559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 73896 members 
Entering Unmasked Estep 
Score: -8854560.000000 Penalty: 3645.056152
	Iteration 47Q: 3 clusters Score -8854560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 73899 members 
Entering Unmasked Estep 
Score: -8854570.000000 Penalty: 3645.056152
	Iteration 48Q: 3 clusters Score -8854570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 73901 members 
Entering Unmasked Estep 
Score: -8854558.000000 Penalty: 3645.056152
	Iteration 49Q: 3 clusters Score -8854558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 73902 members 
Entering Unmasked Estep 
Score: -8854562.000000 Penalty: 3645.056152
	Iteration 50Q: 3 clusters Score -8854562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 73901 members 
Entering Unmasked Estep 
Score: -8854557.000000 Penalty: 3645.056152
	Iteration 51Q: 3 clusters Score -8854557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 73903 members 
Entering Unmasked Estep 
Score: -8854563.000000 Penalty: 3645.056152
	Iteration 52Q: 3 clusters Score -8854563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 73905 members 
Entering Unmasked Estep 
Score: -8854569.000000 Penalty: 3645.056152
	Iteration 53Q: 3 clusters Score -8854569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 73908 members 
Entering Unmasked Estep 
Score: -8854587.000000 Penalty: 3645.056152
	Iteration 54Q: 3 clusters Score -8854587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 73912 members 
Entering Unmasked Estep 
Score: -8854585.000000 Penalty: 3645.056152
	Iteration 55Q: 3 clusters Score -8854585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 73916 members 
Entering Unmasked Estep 
Score: -8854581.000000 Penalty: 3645.056152
	Iteration 56Q: 3 clusters Score -8854581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 73918 members 
Entering Unmasked Estep 
Score: -8854578.000000 Penalty: 3645.056152
	Iteration 57Q: 3 clusters Score -8854578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 73920 members 
Entering Unmasked Estep 
Score: -8854575.000000 Penalty: 3645.056152
	Iteration 58Q: 3 clusters Score -8854575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 73920 members 
Entering Unmasked Estep 
Score: -8854575.000000 Penalty: 3645.056152
	Iteration 59F: 3 clusters Score -8854575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (27916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Entering Unmasked Estep 
Score: -3353128.250000 Penalty: 1663.505249
	Iteration 0F: 2 clusters Score -3353128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -3334359.000000 Penalty: 3327.010498
	Iteration 0F: 3 clusters Score -3334359 nChanged 12829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -3341386.250000 Penalty: 3327.010498
	Iteration 1F: 3 clusters Score -3341386 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -3341720.500000 Penalty: 3327.010498
	Iteration 2Q: 3 clusters Score -3341720 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -3342088.250000 Penalty: 3327.010498
	Iteration 3Q: 3 clusters Score -3342088 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -3342506.750000 Penalty: 3327.010498
	Iteration 4Q: 3 clusters Score -3342507 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -3343040.250000 Penalty: 3327.010498
	Iteration 5Q: 3 clusters Score -3343040 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -3343887.750000 Penalty: 3327.010498
	Iteration 6F: 3 clusters Score -3343888 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -3345150.750000 Penalty: 3327.010498
	Iteration 7F: 3 clusters Score -3345151 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -3346922.500000 Penalty: 3327.010498
	Iteration 8F: 3 clusters Score -3346922 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -3348895.750000 Penalty: 3327.010498
	Iteration 9F: 3 clusters Score -3348896 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26625 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3350388.250000 Penalty: 3327.010498
	Iteration 10F: 3 clusters Score -3350388 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3351162.750000 Penalty: 3327.010498
	Iteration 11Q: 3 clusters Score -3351163 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3351441.250000 Penalty: 3327.010498
	Iteration 12Q: 3 clusters Score -3351441 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -3351557.250000 Penalty: 3327.010498
	Iteration 13Q: 3 clusters Score -3351557 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -3351610.750000 Penalty: 3327.010498
	Iteration 14Q: 3 clusters Score -3351611 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -3351639.750000 Penalty: 3327.010498
	Iteration 15Q: 3 clusters Score -3351640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -3351665.250000 Penalty: 3327.010498
	Iteration 16Q: 3 clusters Score -3351665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -3351672.250000 Penalty: 3327.010498
	Iteration 17Q: 3 clusters Score -3351672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -3351679.750000 Penalty: 3327.010498
	Iteration 18Q: 3 clusters Score -3351680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -3351684.000000 Penalty: 3327.010498
	Iteration 19Q: 3 clusters Score -3351684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -3351684.000000 Penalty: 3327.010498
	Iteration 20F: 3 clusters Score -3351684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Entering Unmasked Estep 
Score: -79489.117188 Penalty: 1085.638916
	Iteration 0F: 2 clusters Score -79489.12 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 413 members 
Entering Unmasked Estep 
Score: -78258.195312 Penalty: 2171.277832
	Iteration 0F: 3 clusters Score -78258.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -78576.226562 Penalty: 2171.277832
	Iteration 1F: 3 clusters Score -78576.23 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -78824.945312 Penalty: 2171.277832
	Iteration 2F: 3 clusters Score -78824.95 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -79114.992188 Penalty: 2171.277832
	Iteration 3F: 3 clusters Score -79114.99 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -79310.859375 Penalty: 2171.277832
	Iteration 4F: 3 clusters Score -79310.86 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -79494.070312 Penalty: 2171.277832
	Iteration 5F: 3 clusters Score -79494.07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -79670.117188 Penalty: 2171.277832
	Iteration 6F: 3 clusters Score -79670.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -79718.101562 Penalty: 2171.277832
	Iteration 7Q: 3 clusters Score -79718.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -79739.351562 Penalty: 2171.277832
	Iteration 8Q: 3 clusters Score -79739.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -79741.578125 Penalty: 2171.277832
	Iteration 9Q: 3 clusters Score -79741.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -79742.382812 Penalty: 2171.277832
	Iteration 10Q: 3 clusters Score -79742.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -79743.062500 Penalty: 2171.277832
	Iteration 11Q: 3 clusters Score -79743.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -79743.062500 Penalty: 2171.277832
	Iteration 12F: 3 clusters Score -79743.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 2495 members 
Mstep: Class 3 contains 22677 members 
Mstep: Class 4 contains 700 members 
Mstep: Class 5 contains 38764 members 
Mstep: Class 6 contains 74854 members 
Mstep: Class 7 contains 84535 members 
Mstep: Class 8 contains 38899 members 
Mstep: Class 9 contains 32361 members 
Mstep: Class 10 contains 16513 members 
Mstep: Class 11 contains 92860 members 
Mstep: Class 12 contains 84820 members 
Mstep: Class 13 contains 4306 members 
Mstep: Class 14 contains 412 members 
Mstep: Class 15 contains 1939 members 
Mstep: Class 16 contains 12346 members 
Mstep: Class 17 contains 681 members 
Mstep: Class 18 contains 299 members 
Mstep: Class 19 contains 74277 members 
Mstep: Class 20 contains 27916 members 
Mstep: Class 21 contains 503 members 
Mstep: Class 22 contains 54125 members 
Mstep: Class 23 contains 11974 members 
Mstep: Class 24 contains 107514 members 
Mstep: Class 25 contains 99769 members 
Mstep: Class 26 contains 31841 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 937 members 
Mstep: Class 29 contains 2755 members 
Mstep: Class 30 contains 110288 members 
Mstep: Class 31 contains 267 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 101424 members 
Mstep: Class 34 contains 1400 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 416 members 
Mstep: Class 37 contains 126194 members 
Mstep: Class 38 contains 12306 members 
Mstep: Class 39 contains 1273 members 
Mstep: Class 40 contains 9135 members 
Mstep: Class 41 contains 126402 members 
Mstep: Class 42 contains 471 members 
Mstep: Class 43 contains 223 members 
Mstep: Class 44 contains 16220 members 
Mstep: Class 45 contains 195802 members 
Mstep: Class 46 contains 359 members 
Mstep: Class 47 contains 89982 members 
Mstep: Class 48 contains 294 members 
Entering Unmasked Estep 
Score: -194648160.000000 Penalty: 112004.171875
Splitting cluster 21 changes total score from -194648096.000000 to -194648160.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 22 (54125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54125 members 
Entering Unmasked Estep 
Score: -6222155.000000 Penalty: 1771.095947
	Iteration 0F: 2 clusters Score -6222155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 26951 members 
Entering Unmasked Estep 
Score: -6185964.500000 Penalty: 3542.191895
	Iteration 0F: 3 clusters Score -6185964 nChanged 25478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -6200532.500000 Penalty: 3542.191895
	Iteration 1F: 3 clusters Score -6200532 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28545 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -6201034.000000 Penalty: 3542.191895
	Iteration 2Q: 3 clusters Score -6201034 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29338 members 
Mstep: Class 2 contains 24787 members 
Entering Unmasked Estep 
Score: -6201595.500000 Penalty: 3542.191895
	Iteration 3Q: 3 clusters Score -6201596 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -6202231.500000 Penalty: 3542.191895
	Iteration 4Q: 3 clusters Score -6202232 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31985 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -6203212.500000 Penalty: 3542.191895
	Iteration 5Q: 3 clusters Score -6203212 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -6204596.000000 Penalty: 3542.191895
	Iteration 6Q: 3 clusters Score -6204596 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36805 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -6206656.000000 Penalty: 3542.191895
	Iteration 7F: 3 clusters Score -6206656 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39961 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -6209379.000000 Penalty: 3542.191895
	Iteration 8F: 3 clusters Score -6209379 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43154 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -6212378.500000 Penalty: 3542.191895
	Iteration 9F: 3 clusters Score -6212378 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45741 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -6214922.000000 Penalty: 3542.191895
	Iteration 10F: 3 clusters Score -6214922 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47648 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -6216585.500000 Penalty: 3542.191895
	Iteration 11Q: 3 clusters Score -6216586 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49049 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -6217720.500000 Penalty: 3542.191895
	Iteration 12Q: 3 clusters Score -6217720 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50094 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -6218460.000000 Penalty: 3542.191895
	Iteration 13Q: 3 clusters Score -6218460 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50917 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -6219011.500000 Penalty: 3542.191895
	Iteration 14Q: 3 clusters Score -6219012 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51544 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -6219375.500000 Penalty: 3542.191895
	Iteration 15Q: 3 clusters Score -6219376 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52028 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -6219697.000000 Penalty: 3542.191895
	Iteration 16Q: 3 clusters Score -6219697 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52443 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -6219914.000000 Penalty: 3542.191895
	Iteration 17Q: 3 clusters Score -6219914 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52748 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -6220082.000000 Penalty: 3542.191895
	Iteration 18Q: 3 clusters Score -6220082 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52982 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -6220215.000000 Penalty: 3542.191895
	Iteration 19Q: 3 clusters Score -6220215 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53149 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -6220316.000000 Penalty: 3542.191895
	Iteration 20F: 3 clusters Score -6220316 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53269 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -6220401.000000 Penalty: 3542.191895
	Iteration 21Q: 3 clusters Score -6220401 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53344 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -6220446.000000 Penalty: 3542.191895
	Iteration 22Q: 3 clusters Score -6220446 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53395 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -6220485.500000 Penalty: 3542.191895
	Iteration 23Q: 3 clusters Score -6220486 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53436 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -6220505.000000 Penalty: 3542.191895
	Iteration 24Q: 3 clusters Score -6220505 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53477 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -6220543.500000 Penalty: 3542.191895
	Iteration 25Q: 3 clusters Score -6220544 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53514 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -6220574.500000 Penalty: 3542.191895
	Iteration 26Q: 3 clusters Score -6220574 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53545 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -6220596.500000 Penalty: 3542.191895
	Iteration 27Q: 3 clusters Score -6220596 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53561 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -6220606.000000 Penalty: 3542.191895
	Iteration 28Q: 3 clusters Score -6220606 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53578 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -6220624.500000 Penalty: 3542.191895
	Iteration 29Q: 3 clusters Score -6220624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53591 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -6220631.000000 Penalty: 3542.191895
	Iteration 30Q: 3 clusters Score -6220631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53603 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -6220636.500000 Penalty: 3542.191895
	Iteration 31Q: 3 clusters Score -6220636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53615 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -6220656.500000 Penalty: 3542.191895
	Iteration 32Q: 3 clusters Score -6220656 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53631 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -6220659.500000 Penalty: 3542.191895
	Iteration 33Q: 3 clusters Score -6220660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53642 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -6220666.500000 Penalty: 3542.191895
	Iteration 34Q: 3 clusters Score -6220666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53649 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -6220673.000000 Penalty: 3542.191895
	Iteration 35Q: 3 clusters Score -6220673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53651 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -6220674.000000 Penalty: 3542.191895
	Iteration 36Q: 3 clusters Score -6220674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53654 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -6220671.000000 Penalty: 3542.191895
	Iteration 37Q: 3 clusters Score -6220671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53657 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -6220674.000000 Penalty: 3542.191895
	Iteration 38Q: 3 clusters Score -6220674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53659 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -6220674.500000 Penalty: 3542.191895
	Iteration 39Q: 3 clusters Score -6220674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53663 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -6220679.000000 Penalty: 3542.191895
	Iteration 40F: 3 clusters Score -6220679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53665 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -6220676.500000 Penalty: 3542.191895
	Iteration 41Q: 3 clusters Score -6220676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53669 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -6220683.000000 Penalty: 3542.191895
	Iteration 42Q: 3 clusters Score -6220683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53671 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -6220685.500000 Penalty: 3542.191895
	Iteration 43Q: 3 clusters Score -6220686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53673 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -6220692.000000 Penalty: 3542.191895
	Iteration 44Q: 3 clusters Score -6220692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53676 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -6220694.500000 Penalty: 3542.191895
	Iteration 45Q: 3 clusters Score -6220694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53676 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -6220696.500000 Penalty: 3542.191895
	Iteration 46Q: 3 clusters Score -6220696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53677 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -6220697.500000 Penalty: 3542.191895
	Iteration 47Q: 3 clusters Score -6220698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53679 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -6220704.000000 Penalty: 3542.191895
	Iteration 48Q: 3 clusters Score -6220704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53685 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -6220713.500000 Penalty: 3542.191895
	Iteration 49Q: 3 clusters Score -6220714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53687 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -6220716.500000 Penalty: 3542.191895
	Iteration 50Q: 3 clusters Score -6220716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53688 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -6220717.000000 Penalty: 3542.191895
	Iteration 51Q: 3 clusters Score -6220717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53688 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -6220717.000000 Penalty: 3542.191895
	Iteration 52F: 3 clusters Score -6220717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Entering Unmasked Estep 
Score: -1396346.250000 Penalty: 1525.955200
	Iteration 0F: 2 clusters Score -1396346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1387917.750000 Penalty: 3051.910400
	Iteration 0F: 3 clusters Score -1387918 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1390700.000000 Penalty: 3051.910400
	Iteration 1F: 3 clusters Score -1390700 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1390967.250000 Penalty: 3051.910400
	Iteration 2F: 3 clusters Score -1390967 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1391220.750000 Penalty: 3051.910400
	Iteration 3Q: 3 clusters Score -1391221 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1391496.000000 Penalty: 3051.910400
	Iteration 4Q: 3 clusters Score -1391496 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1391805.125000 Penalty: 3051.910400
	Iteration 5F: 3 clusters Score -1391805 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1392207.000000 Penalty: 3051.910400
	Iteration 6F: 3 clusters Score -1392207 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1392644.500000 Penalty: 3051.910400
	Iteration 7F: 3 clusters Score -1392644 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1393070.625000 Penalty: 3051.910400
	Iteration 8F: 3 clusters Score -1393071 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1393519.000000 Penalty: 3051.910400
	Iteration 9Q: 3 clusters Score -1393519 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1393918.500000 Penalty: 3051.910400
	Iteration 10Q: 3 clusters Score -1393918 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1394167.125000 Penalty: 3051.910400
	Iteration 11Q: 3 clusters Score -1394167 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1394356.000000 Penalty: 3051.910400
	Iteration 12Q: 3 clusters Score -1394356 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1394492.875000 Penalty: 3051.910400
	Iteration 13Q: 3 clusters Score -1394493 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1394595.250000 Penalty: 3051.910400
	Iteration 14Q: 3 clusters Score -1394595 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1394664.875000 Penalty: 3051.910400
	Iteration 15Q: 3 clusters Score -1394665 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1394717.500000 Penalty: 3051.910400
	Iteration 16Q: 3 clusters Score -1394718 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1394765.625000 Penalty: 3051.910400
	Iteration 17Q: 3 clusters Score -1394766 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1394799.875000 Penalty: 3051.910400
	Iteration 18Q: 3 clusters Score -1394800 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1394834.000000 Penalty: 3051.910400
	Iteration 19Q: 3 clusters Score -1394834 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1394857.875000 Penalty: 3051.910400
	Iteration 20F: 3 clusters Score -1394858 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1394882.625000 Penalty: 3051.910400
	Iteration 21Q: 3 clusters Score -1394883 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1394899.500000 Penalty: 3051.910400
	Iteration 22Q: 3 clusters Score -1394900 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1394914.875000 Penalty: 3051.910400
	Iteration 23Q: 3 clusters Score -1394915 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1394923.375000 Penalty: 3051.910400
	Iteration 24Q: 3 clusters Score -1394923 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1394932.875000 Penalty: 3051.910400
	Iteration 25Q: 3 clusters Score -1394933 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1394937.750000 Penalty: 3051.910400
	Iteration 26Q: 3 clusters Score -1394938 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1394942.250000 Penalty: 3051.910400
	Iteration 27Q: 3 clusters Score -1394942 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1394946.250000 Penalty: 3051.910400
	Iteration 28Q: 3 clusters Score -1394946 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1394956.125000 Penalty: 3051.910400
	Iteration 29Q: 3 clusters Score -1394956 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1394959.375000 Penalty: 3051.910400
	Iteration 30Q: 3 clusters Score -1394959 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1394966.375000 Penalty: 3051.910400
	Iteration 31Q: 3 clusters Score -1394966 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1394976.250000 Penalty: 3051.910400
	Iteration 32Q: 3 clusters Score -1394976 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1394978.500000 Penalty: 3051.910400
	Iteration 33Q: 3 clusters Score -1394978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1394984.125000 Penalty: 3051.910400
	Iteration 34Q: 3 clusters Score -1394984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1394986.000000 Penalty: 3051.910400
	Iteration 35Q: 3 clusters Score -1394986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1394987.125000 Penalty: 3051.910400
	Iteration 36Q: 3 clusters Score -1394987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1394990.750000 Penalty: 3051.910400
	Iteration 37Q: 3 clusters Score -1394991 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1394996.375000 Penalty: 3051.910400
	Iteration 38Q: 3 clusters Score -1394996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1394999.625000 Penalty: 3051.910400
	Iteration 39Q: 3 clusters Score -1395000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1395003.875000 Penalty: 3051.910400
	Iteration 40F: 3 clusters Score -1395004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1395005.625000 Penalty: 3051.910400
	Iteration 41Q: 3 clusters Score -1395006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1395006.250000 Penalty: 3051.910400
	Iteration 42Q: 3 clusters Score -1395006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1395008.250000 Penalty: 3051.910400
	Iteration 43Q: 3 clusters Score -1395008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1395011.625000 Penalty: 3051.910400
	Iteration 44Q: 3 clusters Score -1395012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1395012.500000 Penalty: 3051.910400
	Iteration 45Q: 3 clusters Score -1395012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1395012.750000 Penalty: 3051.910400
	Iteration 46Q: 3 clusters Score -1395013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1395015.625000 Penalty: 3051.910400
	Iteration 47Q: 3 clusters Score -1395016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1395016.375000 Penalty: 3051.910400
	Iteration 48Q: 3 clusters Score -1395016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1395017.125000 Penalty: 3051.910400
	Iteration 49Q: 3 clusters Score -1395017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1395018.250000 Penalty: 3051.910400
	Iteration 50Q: 3 clusters Score -1395018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1395017.375000 Penalty: 3051.910400
	Iteration 51Q: 3 clusters Score -1395017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1395017.375000 Penalty: 3051.910400
	Iteration 52F: 3 clusters Score -1395017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (107514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107514 members 
Entering Unmasked Estep 
Score: -12680188.000000 Penalty: 1882.623779
	Iteration 0F: 2 clusters Score -1.268019e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53839 members 
Mstep: Class 2 contains 53675 members 
Entering Unmasked Estep 
Score: -12612068.000000 Penalty: 3765.247559
	Iteration 0F: 3 clusters Score -1.261207e+07 nChanged 51310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56019 members 
Mstep: Class 2 contains 51495 members 
Entering Unmasked Estep 
Score: -12641656.000000 Penalty: 3765.247559
	Iteration 1F: 3 clusters Score -1.264166e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57266 members 
Mstep: Class 2 contains 50248 members 
Entering Unmasked Estep 
Score: -12642168.000000 Penalty: 3765.247559
	Iteration 2Q: 3 clusters Score -1.264217e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59135 members 
Mstep: Class 2 contains 48379 members 
Entering Unmasked Estep 
Score: -12642716.000000 Penalty: 3765.247559
	Iteration 3Q: 3 clusters Score -1.264272e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62015 members 
Mstep: Class 2 contains 45499 members 
Entering Unmasked Estep 
Score: -12643864.000000 Penalty: 3765.247559
	Iteration 4Q: 3 clusters Score -1.264386e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66196 members 
Mstep: Class 2 contains 41318 members 
Entering Unmasked Estep 
Score: -12645541.000000 Penalty: 3765.247559
	Iteration 5Q: 3 clusters Score -1.264554e+07 nChanged 6276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72216 members 
Mstep: Class 2 contains 35298 members 
Entering Unmasked Estep 
Score: -12648818.000000 Penalty: 3765.247559
	Iteration 6F: 3 clusters Score -1.264882e+07 nChanged 8209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80323 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -12654760.000000 Penalty: 3765.247559
	Iteration 7F: 3 clusters Score -1.265476e+07 nChanged 9557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89864 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -12663750.000000 Penalty: 3765.247559
	Iteration 8F: 3 clusters Score -1.266375e+07 nChanged 8954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98816 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -12671880.000000 Penalty: 3765.247559
	Iteration 9F: 3 clusters Score -1.267188e+07 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104378 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -12676293.000000 Penalty: 3765.247559
	Iteration 10F: 3 clusters Score -1.267629e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106588 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -12677945.000000 Penalty: 3765.247559
	Iteration 11Q: 3 clusters Score -1.267794e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107137 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -12678309.000000 Penalty: 3765.247559
	Iteration 12Q: 3 clusters Score -1.267831e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107270 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -12678463.000000 Penalty: 3765.247559
	Iteration 13Q: 3 clusters Score -1.267846e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107315 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -12678515.000000 Penalty: 3765.247559
	Iteration 14Q: 3 clusters Score -1.267852e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107329 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -12678539.000000 Penalty: 3765.247559
	Iteration 15Q: 3 clusters Score -1.267854e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107336 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -12678548.000000 Penalty: 3765.247559
	Iteration 16Q: 3 clusters Score -1.267855e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107339 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -12678550.000000 Penalty: 3765.247559
	Iteration 17Q: 3 clusters Score -1.267855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107341 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -12678542.000000 Penalty: 3765.247559
	Iteration 18Q: 3 clusters Score -1.267854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107342 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -12678544.000000 Penalty: 3765.247559
	Iteration 19Q: 3 clusters Score -1.267854e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107342 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -12678544.000000 Penalty: 3765.247559
	Iteration 20F: 3 clusters Score -1.267854e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (99769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99769 members 
Entering Unmasked Estep 
Score: -11841808.000000 Penalty: 1870.474487
	Iteration 0F: 2 clusters Score -1.184181e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49909 members 
Mstep: Class 2 contains 49860 members 
Entering Unmasked Estep 
Score: -11776265.000000 Penalty: 3740.948975
	Iteration 0F: 3 clusters Score -1.177626e+07 nChanged 48027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51356 members 
Mstep: Class 2 contains 48413 members 
Entering Unmasked Estep 
Score: -11804341.000000 Penalty: 3740.948975
	Iteration 1F: 3 clusters Score -1.180434e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52546 members 
Mstep: Class 2 contains 47223 members 
Entering Unmasked Estep 
Score: -11805256.000000 Penalty: 3740.948975
	Iteration 2Q: 3 clusters Score -1.180526e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54295 members 
Mstep: Class 2 contains 45474 members 
Entering Unmasked Estep 
Score: -11806657.000000 Penalty: 3740.948975
	Iteration 3Q: 3 clusters Score -1.180666e+07 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56831 members 
Mstep: Class 2 contains 42938 members 
Entering Unmasked Estep 
Score: -11808832.000000 Penalty: 3740.948975
	Iteration 4Q: 3 clusters Score -1.180883e+07 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60419 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -11812510.000000 Penalty: 3740.948975
	Iteration 5F: 3 clusters Score -1.181251e+07 nChanged 6543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64720 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -11818025.000000 Penalty: 3740.948975
	Iteration 6F: 3 clusters Score -1.181802e+07 nChanged 6719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68685 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -11824549.000000 Penalty: 3740.948975
	Iteration 7F: 3 clusters Score -1.182455e+07 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71397 members 
Mstep: Class 2 contains 28372 members 
Entering Unmasked Estep 
Score: -11829292.000000 Penalty: 3740.948975
	Iteration 8F: 3 clusters Score -1.182929e+07 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73162 members 
Mstep: Class 2 contains 26607 members 
Entering Unmasked Estep 
Score: -11831802.000000 Penalty: 3740.948975
	Iteration 9Q: 3 clusters Score -1.18318e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74705 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -11833249.000000 Penalty: 3740.948975
	Iteration 10Q: 3 clusters Score -1.183325e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76131 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -11834437.000000 Penalty: 3740.948975
	Iteration 11Q: 3 clusters Score -1.183444e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77450 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -11835479.000000 Penalty: 3740.948975
	Iteration 12Q: 3 clusters Score -1.183548e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78662 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -11836415.000000 Penalty: 3740.948975
	Iteration 13Q: 3 clusters Score -1.183642e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79747 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -11837095.000000 Penalty: 3740.948975
	Iteration 14Q: 3 clusters Score -1.18371e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80724 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -11837560.000000 Penalty: 3740.948975
	Iteration 15Q: 3 clusters Score -1.183756e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81648 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -11837887.000000 Penalty: 3740.948975
	Iteration 16Q: 3 clusters Score -1.183789e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82469 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -11838115.000000 Penalty: 3740.948975
	Iteration 17Q: 3 clusters Score -1.183812e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83236 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -11838302.000000 Penalty: 3740.948975
	Iteration 18Q: 3 clusters Score -1.18383e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83955 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -11838491.000000 Penalty: 3740.948975
	Iteration 19Q: 3 clusters Score -1.183849e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84648 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -11838606.000000 Penalty: 3740.948975
	Iteration 20F: 3 clusters Score -1.183861e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85304 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -11838741.000000 Penalty: 3740.948975
	Iteration 21Q: 3 clusters Score -1.183874e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85963 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -11838822.000000 Penalty: 3740.948975
	Iteration 22Q: 3 clusters Score -1.183882e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86600 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -11838981.000000 Penalty: 3740.948975
	Iteration 23Q: 3 clusters Score -1.183898e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87211 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -11839083.000000 Penalty: 3740.948975
	Iteration 24Q: 3 clusters Score -1.183908e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87841 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -11839210.000000 Penalty: 3740.948975
	Iteration 25Q: 3 clusters Score -1.183921e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88458 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -11839343.000000 Penalty: 3740.948975
	Iteration 26Q: 3 clusters Score -1.183934e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89037 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -11839437.000000 Penalty: 3740.948975
	Iteration 27Q: 3 clusters Score -1.183944e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89566 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -11839562.000000 Penalty: 3740.948975
	Iteration 28Q: 3 clusters Score -1.183956e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90069 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -11839639.000000 Penalty: 3740.948975
	Iteration 29Q: 3 clusters Score -1.183964e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90575 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -11839698.000000 Penalty: 3740.948975
	Iteration 30Q: 3 clusters Score -1.18397e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91087 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -11839721.000000 Penalty: 3740.948975
	Iteration 31Q: 3 clusters Score -1.183972e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91567 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -11839779.000000 Penalty: 3740.948975
	Iteration 32Q: 3 clusters Score -1.183978e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92061 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -11839789.000000 Penalty: 3740.948975
	Iteration 33Q: 3 clusters Score -1.183979e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92526 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -11839823.000000 Penalty: 3740.948975
	Iteration 34Q: 3 clusters Score -1.183982e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92999 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -11839883.000000 Penalty: 3740.948975
	Iteration 35Q: 3 clusters Score -1.183988e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93474 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -11839930.000000 Penalty: 3740.948975
	Iteration 36Q: 3 clusters Score -1.183993e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93948 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -11839982.000000 Penalty: 3740.948975
	Iteration 37Q: 3 clusters Score -1.183998e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94399 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -11840066.000000 Penalty: 3740.948975
	Iteration 38Q: 3 clusters Score -1.184007e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94834 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -11840131.000000 Penalty: 3740.948975
	Iteration 39Q: 3 clusters Score -1.184013e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95217 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -11840218.000000 Penalty: 3740.948975
	Iteration 40F: 3 clusters Score -1.184022e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95595 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -11840273.000000 Penalty: 3740.948975
	Iteration 41Q: 3 clusters Score -1.184027e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95951 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -11840380.000000 Penalty: 3740.948975
	Iteration 42Q: 3 clusters Score -1.184038e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96271 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -11840430.000000 Penalty: 3740.948975
	Iteration 43Q: 3 clusters Score -1.184043e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96554 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -11840508.000000 Penalty: 3740.948975
	Iteration 44Q: 3 clusters Score -1.184051e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96821 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -11840547.000000 Penalty: 3740.948975
	Iteration 45Q: 3 clusters Score -1.184055e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97045 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -11840623.000000 Penalty: 3740.948975
	Iteration 46Q: 3 clusters Score -1.184062e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97243 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -11840678.000000 Penalty: 3740.948975
	Iteration 47Q: 3 clusters Score -1.184068e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97412 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -11840748.000000 Penalty: 3740.948975
	Iteration 48Q: 3 clusters Score -1.184075e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97562 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -11840812.000000 Penalty: 3740.948975
	Iteration 49Q: 3 clusters Score -1.184081e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97675 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -11840916.000000 Penalty: 3740.948975
	Iteration 50Q: 3 clusters Score -1.184092e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97777 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -11840952.000000 Penalty: 3740.948975
	Iteration 51Q: 3 clusters Score -1.184095e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97864 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -11841025.000000 Penalty: 3740.948975
	Iteration 52Q: 3 clusters Score -1.184102e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97933 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -11841053.000000 Penalty: 3740.948975
	Iteration 53Q: 3 clusters Score -1.184105e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97990 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -11841073.000000 Penalty: 3740.948975
	Iteration 54Q: 3 clusters Score -1.184107e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98018 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -11841072.000000 Penalty: 3740.948975
	Iteration 55Q: 3 clusters Score -1.184107e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98041 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -11841106.000000 Penalty: 3740.948975
	Iteration 56Q: 3 clusters Score -1.184111e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98060 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -11841107.000000 Penalty: 3740.948975
	Iteration 57Q: 3 clusters Score -1.184111e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98072 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -11841105.000000 Penalty: 3740.948975
	Iteration 58Q: 3 clusters Score -1.18411e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98087 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -11841120.000000 Penalty: 3740.948975
	Iteration 59Q: 3 clusters Score -1.184112e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98104 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -11841137.000000 Penalty: 3740.948975
	Iteration 60F: 3 clusters Score -1.184114e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98118 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -11841143.000000 Penalty: 3740.948975
	Iteration 61Q: 3 clusters Score -1.184114e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98124 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -11841160.000000 Penalty: 3740.948975
	Iteration 62Q: 3 clusters Score -1.184116e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98134 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -11841154.000000 Penalty: 3740.948975
	Iteration 63Q: 3 clusters Score -1.184115e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98141 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -11841150.000000 Penalty: 3740.948975
	Iteration 64Q: 3 clusters Score -1.184115e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98143 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -11841149.000000 Penalty: 3740.948975
	Iteration 65Q: 3 clusters Score -1.184115e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98145 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -11841150.000000 Penalty: 3740.948975
	Iteration 66Q: 3 clusters Score -1.184115e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98148 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -11841142.000000 Penalty: 3740.948975
	Iteration 67Q: 3 clusters Score -1.184114e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98153 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -11841136.000000 Penalty: 3740.948975
	Iteration 68Q: 3 clusters Score -1.184114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98154 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -11841127.000000 Penalty: 3740.948975
	Iteration 69Q: 3 clusters Score -1.184113e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98156 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -11841127.000000 Penalty: 3740.948975
	Iteration 70Q: 3 clusters Score -1.184113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98157 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -11841133.000000 Penalty: 3740.948975
	Iteration 71Q: 3 clusters Score -1.184113e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98157 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -11841133.000000 Penalty: 3740.948975
	Iteration 72F: 3 clusters Score -1.184113e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (31841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31841 members 
Entering Unmasked Estep 
Score: -3509786.000000 Penalty: 1684.882935
	Iteration 0F: 2 clusters Score -3509786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -3488261.250000 Penalty: 3369.765869
	Iteration 0F: 3 clusters Score -3488261 nChanged 14783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -3496712.000000 Penalty: 3369.765869
	Iteration 1F: 3 clusters Score -3496712 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -3497176.500000 Penalty: 3369.765869
	Iteration 2Q: 3 clusters Score -3497176 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -3497632.500000 Penalty: 3369.765869
	Iteration 3Q: 3 clusters Score -3497632 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -3498130.500000 Penalty: 3369.765869
	Iteration 4Q: 3 clusters Score -3498130 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -3498686.250000 Penalty: 3369.765869
	Iteration 5Q: 3 clusters Score -3498686 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -3499380.750000 Penalty: 3369.765869
	Iteration 6Q: 3 clusters Score -3499381 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -3500338.500000 Penalty: 3369.765869
	Iteration 7F: 3 clusters Score -3500338 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -3501541.250000 Penalty: 3369.765869
	Iteration 8F: 3 clusters Score -3501541 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24276 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -3502882.250000 Penalty: 3369.765869
	Iteration 9F: 3 clusters Score -3502882 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -3504248.500000 Penalty: 3369.765869
	Iteration 10F: 3 clusters Score -3504248 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -3505401.250000 Penalty: 3369.765869
	Iteration 11Q: 3 clusters Score -3505401 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28185 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -3506279.000000 Penalty: 3369.765869
	Iteration 12Q: 3 clusters Score -3506279 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -3506918.500000 Penalty: 3369.765869
	Iteration 13Q: 3 clusters Score -3506918 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -3507364.250000 Penalty: 3369.765869
	Iteration 14Q: 3 clusters Score -3507364 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29815 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -3507704.250000 Penalty: 3369.765869
	Iteration 15Q: 3 clusters Score -3507704 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30071 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -3507929.750000 Penalty: 3369.765869
	Iteration 16Q: 3 clusters Score -3507930 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3508081.750000 Penalty: 3369.765869
	Iteration 17Q: 3 clusters Score -3508082 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30385 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3508179.750000 Penalty: 3369.765869
	Iteration 18Q: 3 clusters Score -3508180 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30490 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3508249.750000 Penalty: 3369.765869
	Iteration 19Q: 3 clusters Score -3508250 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30565 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3508311.000000 Penalty: 3369.765869
	Iteration 20F: 3 clusters Score -3508311 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3508343.000000 Penalty: 3369.765869
	Iteration 21Q: 3 clusters Score -3508343 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30639 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3508367.500000 Penalty: 3369.765869
	Iteration 22Q: 3 clusters Score -3508368 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30663 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -3508385.250000 Penalty: 3369.765869
	Iteration 23Q: 3 clusters Score -3508385 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30681 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3508398.750000 Penalty: 3369.765869
	Iteration 24Q: 3 clusters Score -3508399 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -3508408.750000 Penalty: 3369.765869
	Iteration 25Q: 3 clusters Score -3508409 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -3508413.250000 Penalty: 3369.765869
	Iteration 26Q: 3 clusters Score -3508413 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30724 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3508425.000000 Penalty: 3369.765869
	Iteration 27Q: 3 clusters Score -3508425 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30736 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3508440.500000 Penalty: 3369.765869
	Iteration 28Q: 3 clusters Score -3508440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30747 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3508439.000000 Penalty: 3369.765869
	Iteration 29Q: 3 clusters Score -3508439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30755 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -3508438.250000 Penalty: 3369.765869
	Iteration 30Q: 3 clusters Score -3508438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3508446.500000 Penalty: 3369.765869
	Iteration 31Q: 3 clusters Score -3508446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30761 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3508454.000000 Penalty: 3369.765869
	Iteration 32Q: 3 clusters Score -3508454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30766 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3508454.000000 Penalty: 3369.765869
	Iteration 33Q: 3 clusters Score -3508454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30772 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3508458.250000 Penalty: 3369.765869
	Iteration 34Q: 3 clusters Score -3508458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30772 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3508456.000000 Penalty: 3369.765869
	Iteration 35Q: 3 clusters Score -3508456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3508464.000000 Penalty: 3369.765869
	Iteration 36Q: 3 clusters Score -3508464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30778 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3508460.000000 Penalty: 3369.765869
	Iteration 37Q: 3 clusters Score -3508460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3508463.750000 Penalty: 3369.765869
	Iteration 38Q: 3 clusters Score -3508464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3508461.750000 Penalty: 3369.765869
	Iteration 39Q: 3 clusters Score -3508462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30789 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3508460.750000 Penalty: 3369.765869
	Iteration 40F: 3 clusters Score -3508461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30789 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3508461.250000 Penalty: 3369.765869
	Iteration 41Q: 3 clusters Score -3508461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30792 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3508466.250000 Penalty: 3369.765869
	Iteration 42Q: 3 clusters Score -3508466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30798 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3508473.500000 Penalty: 3369.765869
	Iteration 43Q: 3 clusters Score -3508474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30805 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3508469.250000 Penalty: 3369.765869
	Iteration 44Q: 3 clusters Score -3508469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30815 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3508476.500000 Penalty: 3369.765869
	Iteration 45Q: 3 clusters Score -3508476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3508479.250000 Penalty: 3369.765869
	Iteration 46Q: 3 clusters Score -3508479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -3508486.500000 Penalty: 3369.765869
	Iteration 47Q: 3 clusters Score -3508486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -3508483.750000 Penalty: 3369.765869
	Iteration 48Q: 3 clusters Score -3508484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30841 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3508486.500000 Penalty: 3369.765869
	Iteration 49Q: 3 clusters Score -3508486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30846 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3508493.250000 Penalty: 3369.765869
	Iteration 50Q: 3 clusters Score -3508493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30851 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3508498.250000 Penalty: 3369.765869
	Iteration 51Q: 3 clusters Score -3508498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30852 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -3508498.500000 Penalty: 3369.765869
	Iteration 52Q: 3 clusters Score -3508498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30857 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3508501.750000 Penalty: 3369.765869
	Iteration 53Q: 3 clusters Score -3508502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3508508.000000 Penalty: 3369.765869
	Iteration 54Q: 3 clusters Score -3508508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3508516.750000 Penalty: 3369.765869
	Iteration 55Q: 3 clusters Score -3508517 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3508529.000000 Penalty: 3369.765869
	Iteration 56Q: 3 clusters Score -3508529 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3508530.500000 Penalty: 3369.765869
	Iteration 57Q: 3 clusters Score -3508530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3508531.250000 Penalty: 3369.765869
	Iteration 58Q: 3 clusters Score -3508531 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3508533.750000 Penalty: 3369.765869
	Iteration 59Q: 3 clusters Score -3508534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3508538.750000 Penalty: 3369.765869
	Iteration 60F: 3 clusters Score -3508539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3508541.750000 Penalty: 3369.765869
	Iteration 61Q: 3 clusters Score -3508542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3508550.750000 Penalty: 3369.765869
	Iteration 62Q: 3 clusters Score -3508551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30885 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -3508551.250000 Penalty: 3369.765869
	Iteration 63Q: 3 clusters Score -3508551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3508553.000000 Penalty: 3369.765869
	Iteration 64Q: 3 clusters Score -3508553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3508559.500000 Penalty: 3369.765869
	Iteration 65Q: 3 clusters Score -3508560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30894 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -3508564.000000 Penalty: 3369.765869
	Iteration 66Q: 3 clusters Score -3508564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30898 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3508566.000000 Penalty: 3369.765869
	Iteration 67Q: 3 clusters Score -3508566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30898 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3508564.250000 Penalty: 3369.765869
	Iteration 68Q: 3 clusters Score -3508564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30897 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3508565.750000 Penalty: 3369.765869
	Iteration 69Q: 3 clusters Score -3508566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30898 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3508565.500000 Penalty: 3369.765869
	Iteration 70Q: 3 clusters Score -3508566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30898 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3508565.500000 Penalty: 3369.765869
	Iteration 71F: 3 clusters Score -3508566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Entering Unmasked Estep 
Score: -82860.781250 Penalty: 1104.483765
	Iteration 0F: 2 clusters Score -82860.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -81563.414062 Penalty: 2208.967529
	Iteration 0F: 3 clusters Score -81563.41 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -81970.734375 Penalty: 2208.967529
	Iteration 1F: 3 clusters Score -81970.73 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -82153.812500 Penalty: 2208.967529
	Iteration 2F: 3 clusters Score -82153.81 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -82279.835938 Penalty: 2208.967529
	Iteration 3F: 3 clusters Score -82279.84 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -82358.679688 Penalty: 2208.967529
	Iteration 4F: 3 clusters Score -82358.68 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -82432.976562 Penalty: 2208.967529
	Iteration 5Q: 3 clusters Score -82432.98 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -82502.335938 Penalty: 2208.967529
	Iteration 6Q: 3 clusters Score -82502.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -82541.351562 Penalty: 2208.967529
	Iteration 7Q: 3 clusters Score -82541.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -82555.976562 Penalty: 2208.967529
	Iteration 8Q: 3 clusters Score -82555.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -82563.164062 Penalty: 2208.967529
	Iteration 9Q: 3 clusters Score -82563.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -82564.328125 Penalty: 2208.967529
	Iteration 10Q: 3 clusters Score -82564.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -82564.328125 Penalty: 2208.967529
	Iteration 11F: 3 clusters Score -82564.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Entering Unmasked Estep 
Score: -93594.679688 Penalty: 1111.936035
	Iteration 0F: 2 clusters Score -93594.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -92235.726562 Penalty: 2223.872070
	Iteration 0F: 3 clusters Score -92235.73 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -92599.265625 Penalty: 2223.872070
	Iteration 1F: 3 clusters Score -92599.27 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -92804.101562 Penalty: 2223.872070
	Iteration 2F: 3 clusters Score -92804.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -92971.445312 Penalty: 2223.872070
	Iteration 3F: 3 clusters Score -92971.45 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -93186.421875 Penalty: 2223.872070
	Iteration 4F: 3 clusters Score -93186.42 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -93353.265625 Penalty: 2223.872070
	Iteration 5F: 3 clusters Score -93353.27 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -93461.867188 Penalty: 2223.872070
	Iteration 6F: 3 clusters Score -93461.87 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -93504.023438 Penalty: 2223.872070
	Iteration 7Q: 3 clusters Score -93504.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -93567.585938 Penalty: 2223.872070
	Iteration 8Q: 3 clusters Score -93567.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -93607.507812 Penalty: 2223.872070
	Iteration 9Q: 3 clusters Score -93607.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -93636.953125 Penalty: 2223.872070
	Iteration 10Q: 3 clusters Score -93636.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -93669.234375 Penalty: 2223.872070
	Iteration 11Q: 3 clusters Score -93669.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -93705.960938 Penalty: 2223.872070
	Iteration 12Q: 3 clusters Score -93705.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -93732.960938 Penalty: 2223.872070
	Iteration 13Q: 3 clusters Score -93732.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -93749.054688 Penalty: 2223.872070
	Iteration 14Q: 3 clusters Score -93749.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -93760.710938 Penalty: 2223.872070
	Iteration 15Q: 3 clusters Score -93760.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -93769.828125 Penalty: 2223.872070
	Iteration 16Q: 3 clusters Score -93769.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -93770.062500 Penalty: 2223.872070
	Iteration 17Q: 3 clusters Score -93770.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -93770.062500 Penalty: 2223.872070
	Iteration 18F: 3 clusters Score -93770.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 2495 members 
Mstep: Class 3 contains 22677 members 
Mstep: Class 4 contains 700 members 
Mstep: Class 5 contains 38764 members 
Mstep: Class 6 contains 74854 members 
Mstep: Class 7 contains 84535 members 
Mstep: Class 8 contains 38899 members 
Mstep: Class 9 contains 32361 members 
Mstep: Class 10 contains 16513 members 
Mstep: Class 11 contains 92860 members 
Mstep: Class 12 contains 84820 members 
Mstep: Class 13 contains 4306 members 
Mstep: Class 14 contains 412 members 
Mstep: Class 15 contains 1939 members 
Mstep: Class 16 contains 12346 members 
Mstep: Class 17 contains 681 members 
Mstep: Class 18 contains 299 members 
Mstep: Class 19 contains 74277 members 
Mstep: Class 20 contains 27916 members 
Mstep: Class 21 contains 503 members 
Mstep: Class 22 contains 54125 members 
Mstep: Class 23 contains 11974 members 
Mstep: Class 24 contains 107514 members 
Mstep: Class 25 contains 99769 members 
Mstep: Class 26 contains 31841 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 452 members 
Mstep: Class 29 contains 2755 members 
Mstep: Class 30 contains 110288 members 
Mstep: Class 31 contains 267 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 101424 members 
Mstep: Class 34 contains 1400 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 416 members 
Mstep: Class 37 contains 126194 members 
Mstep: Class 38 contains 12306 members 
Mstep: Class 39 contains 1273 members 
Mstep: Class 40 contains 9135 members 
Mstep: Class 41 contains 126402 members 
Mstep: Class 42 contains 471 members 
Mstep: Class 43 contains 223 members 
Mstep: Class 44 contains 16220 members 
Mstep: Class 45 contains 195802 members 
Mstep: Class 46 contains 359 members 
Mstep: Class 47 contains 89982 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 485 members 
Entering Unmasked Estep 
Score: -194647056.000000 Penalty: 114337.593750
Splitting cluster 28 changes total score from -194648096.000000 to -194647056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (2755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Entering Unmasked Estep 
Score: -297632.812500 Penalty: 1287.190552
	Iteration 0F: 2 clusters Score -297632.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -295049.875000 Penalty: 2574.381104
	Iteration 0F: 3 clusters Score -295049.9 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -295663.937500 Penalty: 2574.381104
	Iteration 1F: 3 clusters Score -295663.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -295780.875000 Penalty: 2574.381104
	Iteration 2F: 3 clusters Score -295780.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -295858.437500 Penalty: 2574.381104
	Iteration 3Q: 3 clusters Score -295858.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -295911.187500 Penalty: 2574.381104
	Iteration 4Q: 3 clusters Score -295911.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -295946.656250 Penalty: 2574.381104
	Iteration 5Q: 3 clusters Score -295946.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -295974.906250 Penalty: 2574.381104
	Iteration 6Q: 3 clusters Score -295974.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -295995.343750 Penalty: 2574.381104
	Iteration 7Q: 3 clusters Score -295995.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -296019.468750 Penalty: 2574.381104
	Iteration 8Q: 3 clusters Score -296019.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -296034.906250 Penalty: 2574.381104
	Iteration 9Q: 3 clusters Score -296034.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -296051.875000 Penalty: 2574.381104
	Iteration 10Q: 3 clusters Score -296051.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -296066.625000 Penalty: 2574.381104
	Iteration 11Q: 3 clusters Score -296066.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -296078.187500 Penalty: 2574.381104
	Iteration 12Q: 3 clusters Score -296078.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -296093.750000 Penalty: 2574.381104
	Iteration 13Q: 3 clusters Score -296093.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -296110.062500 Penalty: 2574.381104
	Iteration 14Q: 3 clusters Score -296110.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -296120.375000 Penalty: 2574.381104
	Iteration 15Q: 3 clusters Score -296120.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -296136.156250 Penalty: 2574.381104
	Iteration 16Q: 3 clusters Score -296136.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -296153.281250 Penalty: 2574.381104
	Iteration 17Q: 3 clusters Score -296153.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -296170.875000 Penalty: 2574.381104
	Iteration 18Q: 3 clusters Score -296170.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -296190.093750 Penalty: 2574.381104
	Iteration 19Q: 3 clusters Score -296190.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -296203.437500 Penalty: 2574.381104
	Iteration 20F: 3 clusters Score -296203.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -296216.750000 Penalty: 2574.381104
	Iteration 21Q: 3 clusters Score -296216.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -296228.781250 Penalty: 2574.381104
	Iteration 22Q: 3 clusters Score -296228.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -296237.000000 Penalty: 2574.381104
	Iteration 23Q: 3 clusters Score -296237 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -296250.000000 Penalty: 2574.381104
	Iteration 24Q: 3 clusters Score -296250 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -296266.468750 Penalty: 2574.381104
	Iteration 25Q: 3 clusters Score -296266.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -296284.687500 Penalty: 2574.381104
	Iteration 26Q: 3 clusters Score -296284.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -296300.062500 Penalty: 2574.381104
	Iteration 27Q: 3 clusters Score -296300.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -296315.406250 Penalty: 2574.381104
	Iteration 28Q: 3 clusters Score -296315.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -296332.687500 Penalty: 2574.381104
	Iteration 29Q: 3 clusters Score -296332.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -296346.843750 Penalty: 2574.381104
	Iteration 30Q: 3 clusters Score -296346.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -296365.843750 Penalty: 2574.381104
	Iteration 31Q: 3 clusters Score -296365.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -296385.156250 Penalty: 2574.381104
	Iteration 32Q: 3 clusters Score -296385.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -296398.906250 Penalty: 2574.381104
	Iteration 33Q: 3 clusters Score -296398.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -296413.718750 Penalty: 2574.381104
	Iteration 34Q: 3 clusters Score -296413.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -296429.718750 Penalty: 2574.381104
	Iteration 35Q: 3 clusters Score -296429.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -296447.187500 Penalty: 2574.381104
	Iteration 36Q: 3 clusters Score -296447.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -296461.343750 Penalty: 2574.381104
	Iteration 37Q: 3 clusters Score -296461.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -296474.437500 Penalty: 2574.381104
	Iteration 38Q: 3 clusters Score -296474.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -296484.437500 Penalty: 2574.381104
	Iteration 39Q: 3 clusters Score -296484.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -296492.437500 Penalty: 2574.381104
	Iteration 40F: 3 clusters Score -296492.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -296499.000000 Penalty: 2574.381104
	Iteration 41Q: 3 clusters Score -296499 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -296511.000000 Penalty: 2574.381104
	Iteration 42Q: 3 clusters Score -296511 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -296521.625000 Penalty: 2574.381104
	Iteration 43Q: 3 clusters Score -296521.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -296529.218750 Penalty: 2574.381104
	Iteration 44Q: 3 clusters Score -296529.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -296537.062500 Penalty: 2574.381104
	Iteration 45Q: 3 clusters Score -296537.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -296541.718750 Penalty: 2574.381104
	Iteration 46Q: 3 clusters Score -296541.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -296545.375000 Penalty: 2574.381104
	Iteration 47Q: 3 clusters Score -296545.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -296547.906250 Penalty: 2574.381104
	Iteration 48Q: 3 clusters Score -296547.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -296551.312500 Penalty: 2574.381104
	Iteration 49Q: 3 clusters Score -296551.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -296554.093750 Penalty: 2574.381104
	Iteration 50Q: 3 clusters Score -296554.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -296555.843750 Penalty: 2574.381104
	Iteration 51Q: 3 clusters Score -296555.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -296555.843750 Penalty: 2574.381104
	Iteration 52F: 3 clusters Score -296555.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (110288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110288 members 
Entering Unmasked Estep 
Score: -13113365.000000 Penalty: 1886.763184
	Iteration 0F: 2 clusters Score -1.311336e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55053 members 
Mstep: Class 2 contains 55235 members 
Entering Unmasked Estep 
Score: -13043958.000000 Penalty: 3773.526367
	Iteration 0F: 3 clusters Score -1.304396e+07 nChanged 53000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54709 members 
Mstep: Class 2 contains 55579 members 
Entering Unmasked Estep 
Score: -13075031.000000 Penalty: 3773.526367
	Iteration 1F: 3 clusters Score -1.307503e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55043 members 
Mstep: Class 2 contains 55245 members 
Entering Unmasked Estep 
Score: -13075790.000000 Penalty: 3773.526367
	Iteration 2Q: 3 clusters Score -1.307579e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55720 members 
Mstep: Class 2 contains 54568 members 
Entering Unmasked Estep 
Score: -13076678.000000 Penalty: 3773.526367
	Iteration 3Q: 3 clusters Score -1.307668e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56857 members 
Mstep: Class 2 contains 53431 members 
Entering Unmasked Estep 
Score: -13077895.000000 Penalty: 3773.526367
	Iteration 4Q: 3 clusters Score -1.30779e+07 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58470 members 
Mstep: Class 2 contains 51818 members 
Entering Unmasked Estep 
Score: -13079524.000000 Penalty: 3773.526367
	Iteration 5Q: 3 clusters Score -1.307952e+07 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60796 members 
Mstep: Class 2 contains 49492 members 
Entering Unmasked Estep 
Score: -13081852.000000 Penalty: 3773.526367
	Iteration 6Q: 3 clusters Score -1.308185e+07 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64145 members 
Mstep: Class 2 contains 46143 members 
Entering Unmasked Estep 
Score: -13085300.000000 Penalty: 3773.526367
	Iteration 7F: 3 clusters Score -1.30853e+07 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68468 members 
Mstep: Class 2 contains 41820 members 
Entering Unmasked Estep 
Score: -13089832.000000 Penalty: 3773.526367
	Iteration 8F: 3 clusters Score -1.308983e+07 nChanged 7000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73286 members 
Mstep: Class 2 contains 37002 members 
Entering Unmasked Estep 
Score: -13095001.000000 Penalty: 3773.526367
	Iteration 9F: 3 clusters Score -1.3095e+07 nChanged 6233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77977 members 
Mstep: Class 2 contains 32311 members 
Entering Unmasked Estep 
Score: -13098908.000000 Penalty: 3773.526367
	Iteration 10F: 3 clusters Score -1.309891e+07 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82412 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -13101298.000000 Penalty: 3773.526367
	Iteration 11Q: 3 clusters Score -1.31013e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86774 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -13104785.000000 Penalty: 3773.526367
	Iteration 12Q: 3 clusters Score -1.310478e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90323 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -13106840.000000 Penalty: 3773.526367
	Iteration 13Q: 3 clusters Score -1.310684e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92788 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -13107987.000000 Penalty: 3773.526367
	Iteration 14Q: 3 clusters Score -1.310799e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94817 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -13108824.000000 Penalty: 3773.526367
	Iteration 15Q: 3 clusters Score -1.310882e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96422 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -13109493.000000 Penalty: 3773.526367
	Iteration 16Q: 3 clusters Score -1.310949e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97715 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -13110024.000000 Penalty: 3773.526367
	Iteration 17Q: 3 clusters Score -1.311002e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98753 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -13110487.000000 Penalty: 3773.526367
	Iteration 18Q: 3 clusters Score -1.311049e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99565 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -13110725.000000 Penalty: 3773.526367
	Iteration 19Q: 3 clusters Score -1.311072e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100276 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -13110876.000000 Penalty: 3773.526367
	Iteration 20F: 3 clusters Score -1.311088e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100935 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -13110892.000000 Penalty: 3773.526367
	Iteration 21Q: 3 clusters Score -1.311089e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101482 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -13110930.000000 Penalty: 3773.526367
	Iteration 22Q: 3 clusters Score -1.311093e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101938 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -13111010.000000 Penalty: 3773.526367
	Iteration 23Q: 3 clusters Score -1.311101e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102407 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -13111115.000000 Penalty: 3773.526367
	Iteration 24Q: 3 clusters Score -1.311112e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102838 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -13111152.000000 Penalty: 3773.526367
	Iteration 25Q: 3 clusters Score -1.311115e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103268 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -13111204.000000 Penalty: 3773.526367
	Iteration 26Q: 3 clusters Score -1.31112e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103703 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -13111270.000000 Penalty: 3773.526367
	Iteration 27Q: 3 clusters Score -1.311127e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104151 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -13111327.000000 Penalty: 3773.526367
	Iteration 28Q: 3 clusters Score -1.311133e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104562 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -13111328.000000 Penalty: 3773.526367
	Iteration 29Q: 3 clusters Score -1.311133e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104954 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -13111335.000000 Penalty: 3773.526367
	Iteration 30Q: 3 clusters Score -1.311134e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105353 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -13111388.000000 Penalty: 3773.526367
	Iteration 31Q: 3 clusters Score -1.311139e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105734 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -13111471.000000 Penalty: 3773.526367
	Iteration 32Q: 3 clusters Score -1.311147e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106101 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -13111470.000000 Penalty: 3773.526367
	Iteration 33Q: 3 clusters Score -1.311147e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106449 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -13111524.000000 Penalty: 3773.526367
	Iteration 34Q: 3 clusters Score -1.311152e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106777 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -13111626.000000 Penalty: 3773.526367
	Iteration 35Q: 3 clusters Score -1.311163e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107081 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -13111705.000000 Penalty: 3773.526367
	Iteration 36Q: 3 clusters Score -1.31117e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107369 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -13111822.000000 Penalty: 3773.526367
	Iteration 37Q: 3 clusters Score -1.311182e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107623 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -13111928.000000 Penalty: 3773.526367
	Iteration 38Q: 3 clusters Score -1.311193e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107854 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -13112040.000000 Penalty: 3773.526367
	Iteration 39Q: 3 clusters Score -1.311204e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108070 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -13112157.000000 Penalty: 3773.526367
	Iteration 40F: 3 clusters Score -1.311216e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108246 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -13112220.000000 Penalty: 3773.526367
	Iteration 41Q: 3 clusters Score -1.311222e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108372 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -13112270.000000 Penalty: 3773.526367
	Iteration 42Q: 3 clusters Score -1.311227e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108462 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -13112345.000000 Penalty: 3773.526367
	Iteration 43Q: 3 clusters Score -1.311234e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108519 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -13112386.000000 Penalty: 3773.526367
	Iteration 44Q: 3 clusters Score -1.311239e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108547 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -13112416.000000 Penalty: 3773.526367
	Iteration 45Q: 3 clusters Score -1.311242e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108575 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -13112431.000000 Penalty: 3773.526367
	Iteration 46Q: 3 clusters Score -1.311243e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108579 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -13112450.000000 Penalty: 3773.526367
	Iteration 47Q: 3 clusters Score -1.311245e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108588 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -13112468.000000 Penalty: 3773.526367
	Iteration 48Q: 3 clusters Score -1.311247e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108577 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -13112470.000000 Penalty: 3773.526367
	Iteration 49Q: 3 clusters Score -1.311247e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108576 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -13112502.000000 Penalty: 3773.526367
	Iteration 50Q: 3 clusters Score -1.31125e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108574 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -13112514.000000 Penalty: 3773.526367
	Iteration 51Q: 3 clusters Score -1.311251e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108578 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -13112540.000000 Penalty: 3773.526367
	Iteration 52Q: 3 clusters Score -1.311254e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108569 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -13112543.000000 Penalty: 3773.526367
	Iteration 53Q: 3 clusters Score -1.311254e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108557 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -13112591.000000 Penalty: 3773.526367
	Iteration 54Q: 3 clusters Score -1.311259e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108551 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -13112599.000000 Penalty: 3773.526367
	Iteration 55Q: 3 clusters Score -1.31126e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108538 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -13112610.000000 Penalty: 3773.526367
	Iteration 56Q: 3 clusters Score -1.311261e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108535 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -13112635.000000 Penalty: 3773.526367
	Iteration 57Q: 3 clusters Score -1.311264e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108518 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -13112630.000000 Penalty: 3773.526367
	Iteration 58Q: 3 clusters Score -1.311263e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108508 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -13112629.000000 Penalty: 3773.526367
	Iteration 59Q: 3 clusters Score -1.311263e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108490 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -13112629.000000 Penalty: 3773.526367
	Iteration 60F: 3 clusters Score -1.311263e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108471 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -13112640.000000 Penalty: 3773.526367
	Iteration 61Q: 3 clusters Score -1.311264e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108456 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -13112640.000000 Penalty: 3773.526367
	Iteration 62Q: 3 clusters Score -1.311264e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108438 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -13112645.000000 Penalty: 3773.526367
	Iteration 63Q: 3 clusters Score -1.311264e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108416 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -13112662.000000 Penalty: 3773.526367
	Iteration 64Q: 3 clusters Score -1.311266e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108398 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -13112683.000000 Penalty: 3773.526367
	Iteration 65Q: 3 clusters Score -1.311268e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108386 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -13112669.000000 Penalty: 3773.526367
	Iteration 66Q: 3 clusters Score -1.311267e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108370 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -13112689.000000 Penalty: 3773.526367
	Iteration 67Q: 3 clusters Score -1.311269e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108358 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -13112673.000000 Penalty: 3773.526367
	Iteration 68Q: 3 clusters Score -1.311267e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108353 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -13112687.000000 Penalty: 3773.526367
	Iteration 69Q: 3 clusters Score -1.311269e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108345 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -13112670.000000 Penalty: 3773.526367
	Iteration 70Q: 3 clusters Score -1.311267e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108346 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -13112679.000000 Penalty: 3773.526367
	Iteration 71Q: 3 clusters Score -1.311268e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108329 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -13112667.000000 Penalty: 3773.526367
	Iteration 72Q: 3 clusters Score -1.311267e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108303 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -13112701.000000 Penalty: 3773.526367
	Iteration 73Q: 3 clusters Score -1.31127e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108282 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -13112702.000000 Penalty: 3773.526367
	Iteration 74Q: 3 clusters Score -1.31127e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108263 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -13112680.000000 Penalty: 3773.526367
	Iteration 75Q: 3 clusters Score -1.311268e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108228 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -13112717.000000 Penalty: 3773.526367
	Iteration 76Q: 3 clusters Score -1.311272e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108208 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -13112714.000000 Penalty: 3773.526367
	Iteration 77Q: 3 clusters Score -1.311271e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108191 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -13112728.000000 Penalty: 3773.526367
	Iteration 78Q: 3 clusters Score -1.311273e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108165 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -13112740.000000 Penalty: 3773.526367
	Iteration 79Q: 3 clusters Score -1.311274e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108139 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -13112752.000000 Penalty: 3773.526367
	Iteration 80F: 3 clusters Score -1.311275e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108104 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -13112747.000000 Penalty: 3773.526367
	Iteration 81Q: 3 clusters Score -1.311275e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108076 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -13112748.000000 Penalty: 3773.526367
	Iteration 82Q: 3 clusters Score -1.311275e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108054 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -13112747.000000 Penalty: 3773.526367
	Iteration 83Q: 3 clusters Score -1.311275e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108042 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -13112746.000000 Penalty: 3773.526367
	Iteration 84Q: 3 clusters Score -1.311275e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108021 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -13112754.000000 Penalty: 3773.526367
	Iteration 85Q: 3 clusters Score -1.311275e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108002 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -13112762.000000 Penalty: 3773.526367
	Iteration 86Q: 3 clusters Score -1.311276e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107992 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -13112762.000000 Penalty: 3773.526367
	Iteration 87Q: 3 clusters Score -1.311276e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107984 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -13112782.000000 Penalty: 3773.526367
	Iteration 88Q: 3 clusters Score -1.311278e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107964 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -13112808.000000 Penalty: 3773.526367
	Iteration 89Q: 3 clusters Score -1.311281e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107956 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -13112808.000000 Penalty: 3773.526367
	Iteration 90Q: 3 clusters Score -1.311281e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107951 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -13112797.000000 Penalty: 3773.526367
	Iteration 91Q: 3 clusters Score -1.31128e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107940 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -13112804.000000 Penalty: 3773.526367
	Iteration 92Q: 3 clusters Score -1.31128e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107933 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -13112791.000000 Penalty: 3773.526367
	Iteration 93Q: 3 clusters Score -1.311279e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107933 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -13112808.000000 Penalty: 3773.526367
	Iteration 94Q: 3 clusters Score -1.311281e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107931 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -13112803.000000 Penalty: 3773.526367
	Iteration 95Q: 3 clusters Score -1.31128e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107939 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -13112816.000000 Penalty: 3773.526367
	Iteration 96Q: 3 clusters Score -1.311282e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107945 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -13112795.000000 Penalty: 3773.526367
	Iteration 97Q: 3 clusters Score -1.31128e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107945 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -13112796.000000 Penalty: 3773.526367
	Iteration 98Q: 3 clusters Score -1.31128e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107941 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -13112807.000000 Penalty: 3773.526367
	Iteration 99Q: 3 clusters Score -1.311281e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107943 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -13112808.000000 Penalty: 3773.526367
	Iteration 100F: 3 clusters Score -1.311281e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107942 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -13112818.000000 Penalty: 3773.526367
	Iteration 101Q: 3 clusters Score -1.311282e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107946 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -13112822.000000 Penalty: 3773.526367
	Iteration 102Q: 3 clusters Score -1.311282e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107946 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -13112822.000000 Penalty: 3773.526367
	Iteration 103Q: 3 clusters Score -1.311282e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107951 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -13112828.000000 Penalty: 3773.526367
	Iteration 104Q: 3 clusters Score -1.311283e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107952 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -13112827.000000 Penalty: 3773.526367
	Iteration 105Q: 3 clusters Score -1.311283e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107956 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -13112832.000000 Penalty: 3773.526367
	Iteration 106Q: 3 clusters Score -1.311283e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107953 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -13112836.000000 Penalty: 3773.526367
	Iteration 107Q: 3 clusters Score -1.311284e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107953 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -13112832.000000 Penalty: 3773.526367
	Iteration 108Q: 3 clusters Score -1.311283e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107949 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -13112840.000000 Penalty: 3773.526367
	Iteration 109Q: 3 clusters Score -1.311284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107947 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -13112837.000000 Penalty: 3773.526367
	Iteration 110Q: 3 clusters Score -1.311284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107945 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -13112842.000000 Penalty: 3773.526367
	Iteration 111Q: 3 clusters Score -1.311284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107942 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -13112842.000000 Penalty: 3773.526367
	Iteration 112Q: 3 clusters Score -1.311284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107941 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -13112839.000000 Penalty: 3773.526367
	Iteration 113Q: 3 clusters Score -1.311284e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107939 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -13112836.000000 Penalty: 3773.526367
	Iteration 114Q: 3 clusters Score -1.311284e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107937 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -13112841.000000 Penalty: 3773.526367
	Iteration 115Q: 3 clusters Score -1.311284e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107933 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -13112832.000000 Penalty: 3773.526367
	Iteration 116Q: 3 clusters Score -1.311283e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107933 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -13112830.000000 Penalty: 3773.526367
	Iteration 117Q: 3 clusters Score -1.311283e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107932 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -13112823.000000 Penalty: 3773.526367
	Iteration 118Q: 3 clusters Score -1.311282e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107928 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -13112822.000000 Penalty: 3773.526367
	Iteration 119Q: 3 clusters Score -1.311282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107931 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -13112821.000000 Penalty: 3773.526367
	Iteration 120F: 3 clusters Score -1.311282e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Entering Unmasked Estep 
Score: -20322.947266 Penalty: 907.927917
	Iteration 0F: 2 clusters Score -20322.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -19532.232422 Penalty: 1815.855835
	Iteration 0F: 3 clusters Score -19532.23 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -19655.271484 Penalty: 1815.855835
	Iteration 1F: 3 clusters Score -19655.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -19703.552734 Penalty: 1815.855835
	Iteration 2F: 3 clusters Score -19703.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -19722.640625 Penalty: 1815.855835
	Iteration 3Q: 3 clusters Score -19722.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -19734.230469 Penalty: 1815.855835
	Iteration 4Q: 3 clusters Score -19734.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -19737.410156 Penalty: 1815.855835
	Iteration 5Q: 3 clusters Score -19737.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -19742.152344 Penalty: 1815.855835
	Iteration 6Q: 3 clusters Score -19742.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -19743.380859 Penalty: 1815.855835
	Iteration 7Q: 3 clusters Score -19743.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -19743.380859 Penalty: 1815.855835
	Iteration 8F: 3 clusters Score -19743.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -14185.311523 Penalty: 906.091736
	Iteration 0F: 2 clusters Score -14185.31 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 130 members 
Entering Unmasked Estep 
Score: -13508.583008 Penalty: 1812.183472
	Iteration 0F: 3 clusters Score -13508.58 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13718.512695 Penalty: 1812.183472
	Iteration 1F: 3 clusters Score -13718.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -13765.658203 Penalty: 1812.183472
	Iteration 2F: 3 clusters Score -13765.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -13788.914062 Penalty: 1812.183472
	Iteration 3Q: 3 clusters Score -13788.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -13806.449219 Penalty: 1812.183472
	Iteration 4Q: 3 clusters Score -13806.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -13806.449219 Penalty: 1812.183472
	Iteration 5F: 3 clusters Score -13806.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (101424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101424 members 
Entering Unmasked Estep 
Score: -11913828.000000 Penalty: 1873.148071
	Iteration 0F: 2 clusters Score -1.191383e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50754 members 
Mstep: Class 2 contains 50670 members 
Entering Unmasked Estep 
Score: -11847473.000000 Penalty: 3746.296143
	Iteration 0F: 3 clusters Score -1.184747e+07 nChanged 48633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51747 members 
Mstep: Class 2 contains 49677 members 
Entering Unmasked Estep 
Score: -11875402.000000 Penalty: 3746.296143
	Iteration 1F: 3 clusters Score -1.18754e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52187 members 
Mstep: Class 2 contains 49237 members 
Entering Unmasked Estep 
Score: -11875766.000000 Penalty: 3746.296143
	Iteration 2Q: 3 clusters Score -1.187577e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52946 members 
Mstep: Class 2 contains 48478 members 
Entering Unmasked Estep 
Score: -11876224.000000 Penalty: 3746.296143
	Iteration 3Q: 3 clusters Score -1.187622e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54149 members 
Mstep: Class 2 contains 47275 members 
Entering Unmasked Estep 
Score: -11876864.000000 Penalty: 3746.296143
	Iteration 4Q: 3 clusters Score -1.187686e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56011 members 
Mstep: Class 2 contains 45413 members 
Entering Unmasked Estep 
Score: -11877548.000000 Penalty: 3746.296143
	Iteration 5Q: 3 clusters Score -1.187755e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58867 members 
Mstep: Class 2 contains 42557 members 
Entering Unmasked Estep 
Score: -11878653.000000 Penalty: 3746.296143
	Iteration 6Q: 3 clusters Score -1.187865e+07 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63019 members 
Mstep: Class 2 contains 38405 members 
Entering Unmasked Estep 
Score: -11880628.000000 Penalty: 3746.296143
	Iteration 7Q: 3 clusters Score -1.188063e+07 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68762 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -11884422.000000 Penalty: 3746.296143
	Iteration 8F: 3 clusters Score -1.188442e+07 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76222 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -11890287.000000 Penalty: 3746.296143
	Iteration 9F: 3 clusters Score -1.189029e+07 nChanged 8193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84407 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -11897780.000000 Penalty: 3746.296143
	Iteration 10F: 3 clusters Score -1.189778e+07 nChanged 6977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91364 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -11904154.000000 Penalty: 3746.296143
	Iteration 11F: 3 clusters Score -1.190415e+07 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95529 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -11907812.000000 Penalty: 3746.296143
	Iteration 12Q: 3 clusters Score -1.190781e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97712 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -11909657.000000 Penalty: 3746.296143
	Iteration 13Q: 3 clusters Score -1.190966e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98908 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -11910691.000000 Penalty: 3746.296143
	Iteration 14Q: 3 clusters Score -1.191069e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99579 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -11911243.000000 Penalty: 3746.296143
	Iteration 15Q: 3 clusters Score -1.191124e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99956 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -11911555.000000 Penalty: 3746.296143
	Iteration 16Q: 3 clusters Score -1.191156e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100168 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -11911763.000000 Penalty: 3746.296143
	Iteration 17Q: 3 clusters Score -1.191176e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100326 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -11911915.000000 Penalty: 3746.296143
	Iteration 18Q: 3 clusters Score -1.191192e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100431 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -11912006.000000 Penalty: 3746.296143
	Iteration 19Q: 3 clusters Score -1.191201e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100496 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -11912074.000000 Penalty: 3746.296143
	Iteration 20F: 3 clusters Score -1.191207e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100544 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -11912115.000000 Penalty: 3746.296143
	Iteration 21Q: 3 clusters Score -1.191212e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100584 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -11912145.000000 Penalty: 3746.296143
	Iteration 22Q: 3 clusters Score -1.191214e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100599 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -11912175.000000 Penalty: 3746.296143
	Iteration 23Q: 3 clusters Score -1.191218e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100610 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -11912189.000000 Penalty: 3746.296143
	Iteration 24Q: 3 clusters Score -1.191219e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100621 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -11912204.000000 Penalty: 3746.296143
	Iteration 25Q: 3 clusters Score -1.19122e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100620 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -11912193.000000 Penalty: 3746.296143
	Iteration 26Q: 3 clusters Score -1.191219e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100621 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -11912193.000000 Penalty: 3746.296143
	Iteration 27Q: 3 clusters Score -1.191219e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100620 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -11912201.000000 Penalty: 3746.296143
	Iteration 28Q: 3 clusters Score -1.19122e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100620 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -11912206.000000 Penalty: 3746.296143
	Iteration 29Q: 3 clusters Score -1.191221e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100629 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -11912205.000000 Penalty: 3746.296143
	Iteration 30Q: 3 clusters Score -1.19122e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100634 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -11912213.000000 Penalty: 3746.296143
	Iteration 31Q: 3 clusters Score -1.191221e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100638 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -11912207.000000 Penalty: 3746.296143
	Iteration 32Q: 3 clusters Score -1.191221e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100640 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -11912215.000000 Penalty: 3746.296143
	Iteration 33Q: 3 clusters Score -1.191222e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100644 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -11912216.000000 Penalty: 3746.296143
	Iteration 34Q: 3 clusters Score -1.191222e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100644 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -11912215.000000 Penalty: 3746.296143
	Iteration 35Q: 3 clusters Score -1.191222e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100644 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -11912215.000000 Penalty: 3746.296143
	Iteration 36F: 3 clusters Score -1.191222e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Entering Unmasked Estep 
Score: -152567.578125 Penalty: 1177.187012
	Iteration 0F: 2 clusters Score -152567.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -150856.546875 Penalty: 2354.374023
	Iteration 0F: 3 clusters Score -150856.5 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -151158.687500 Penalty: 2354.374023
	Iteration 1F: 3 clusters Score -151158.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -151228.671875 Penalty: 2354.374023
	Iteration 2F: 3 clusters Score -151228.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -151265.937500 Penalty: 2354.374023
	Iteration 3Q: 3 clusters Score -151265.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -151291.187500 Penalty: 2354.374023
	Iteration 4Q: 3 clusters Score -151291.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -151314.984375 Penalty: 2354.374023
	Iteration 5Q: 3 clusters Score -151315 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -151335.531250 Penalty: 2354.374023
	Iteration 6Q: 3 clusters Score -151335.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -151351.562500 Penalty: 2354.374023
	Iteration 7Q: 3 clusters Score -151351.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -151361.718750 Penalty: 2354.374023
	Iteration 8Q: 3 clusters Score -151361.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -151368.875000 Penalty: 2354.374023
	Iteration 9Q: 3 clusters Score -151368.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -151377.390625 Penalty: 2354.374023
	Iteration 10Q: 3 clusters Score -151377.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -151383.375000 Penalty: 2354.374023
	Iteration 11Q: 3 clusters Score -151383.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -151388.640625 Penalty: 2354.374023
	Iteration 12Q: 3 clusters Score -151388.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -151396.296875 Penalty: 2354.374023
	Iteration 13Q: 3 clusters Score -151396.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -151407.687500 Penalty: 2354.374023
	Iteration 14Q: 3 clusters Score -151407.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -151412.453125 Penalty: 2354.374023
	Iteration 15Q: 3 clusters Score -151412.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -151417.312500 Penalty: 2354.374023
	Iteration 16Q: 3 clusters Score -151417.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -151423.390625 Penalty: 2354.374023
	Iteration 17Q: 3 clusters Score -151423.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -151430.078125 Penalty: 2354.374023
	Iteration 18Q: 3 clusters Score -151430.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -151435.562500 Penalty: 2354.374023
	Iteration 19Q: 3 clusters Score -151435.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -151440.890625 Penalty: 2354.374023
	Iteration 20F: 3 clusters Score -151440.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -151443.671875 Penalty: 2354.374023
	Iteration 21Q: 3 clusters Score -151443.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -151445.218750 Penalty: 2354.374023
	Iteration 22Q: 3 clusters Score -151445.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -151446.343750 Penalty: 2354.374023
	Iteration 23Q: 3 clusters Score -151446.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -151446.343750 Penalty: 2354.374023
	Iteration 24F: 3 clusters Score -151446.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Entering Unmasked Estep 
Score: -33905.828125 Penalty: 998.081055
	Iteration 0F: 2 clusters Score -33905.83 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 236 members 
Entering Unmasked Estep 
Score: -32901.363281 Penalty: 1996.162109
	Iteration 0F: 3 clusters Score -32901.36 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -33214.152344 Penalty: 1996.162109
	Iteration 1F: 3 clusters Score -33214.15 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -33389.640625 Penalty: 1996.162109
	Iteration 2F: 3 clusters Score -33389.64 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -33490.261719 Penalty: 1996.162109
	Iteration 3F: 3 clusters Score -33490.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -33539.898438 Penalty: 1996.162109
	Iteration 4Q: 3 clusters Score -33539.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -33558.503906 Penalty: 1996.162109
	Iteration 5Q: 3 clusters Score -33558.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -33573.796875 Penalty: 1996.162109
	Iteration 6Q: 3 clusters Score -33573.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -33584.394531 Penalty: 1996.162109
	Iteration 7Q: 3 clusters Score -33584.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -33589.390625 Penalty: 1996.162109
	Iteration 8Q: 3 clusters Score -33589.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -33595.683594 Penalty: 1996.162109
	Iteration 9Q: 3 clusters Score -33595.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -33606.722656 Penalty: 1996.162109
	Iteration 10Q: 3 clusters Score -33606.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -33612.898438 Penalty: 1996.162109
	Iteration 11Q: 3 clusters Score -33612.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -33628.343750 Penalty: 1996.162109
	Iteration 12Q: 3 clusters Score -33628.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -33658.851562 Penalty: 1996.162109
	Iteration 13Q: 3 clusters Score -33658.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -33671.175781 Penalty: 1996.162109
	Iteration 14Q: 3 clusters Score -33671.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -33687.121094 Penalty: 1996.162109
	Iteration 15Q: 3 clusters Score -33687.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -33690.457031 Penalty: 1996.162109
	Iteration 16Q: 3 clusters Score -33690.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -33693.460938 Penalty: 1996.162109
	Iteration 17Q: 3 clusters Score -33693.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -33701.046875 Penalty: 1996.162109
	Iteration 18Q: 3 clusters Score -33701.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -33702.246094 Penalty: 1996.162109
	Iteration 19Q: 3 clusters Score -33702.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -33702.246094 Penalty: 1996.162109
	Iteration 20F: 3 clusters Score -33702.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -33919.156250 Penalty: 979.986389
	Iteration 0F: 2 clusters Score -33919.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -33026.128906 Penalty: 1959.972778
	Iteration 0F: 3 clusters Score -33026.13 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -33444.210938 Penalty: 1959.972778
	Iteration 1F: 3 clusters Score -33444.21 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -33578.097656 Penalty: 1959.972778
	Iteration 2F: 3 clusters Score -33578.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -33629.925781 Penalty: 1959.972778
	Iteration 3Q: 3 clusters Score -33629.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -33636.593750 Penalty: 1959.972778
	Iteration 4Q: 3 clusters Score -33636.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -33645.222656 Penalty: 1959.972778
	Iteration 5Q: 3 clusters Score -33645.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -33652.542969 Penalty: 1959.972778
	Iteration 6Q: 3 clusters Score -33652.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -33659.023438 Penalty: 1959.972778
	Iteration 7Q: 3 clusters Score -33659.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -33664.398438 Penalty: 1959.972778
	Iteration 8Q: 3 clusters Score -33664.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -33667.398438 Penalty: 1959.972778
	Iteration 9Q: 3 clusters Score -33667.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -33667.914062 Penalty: 1959.972778
	Iteration 10Q: 3 clusters Score -33667.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -33667.914062 Penalty: 1959.972778
	Iteration 11F: 3 clusters Score -33667.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (126194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126194 members 
Entering Unmasked Estep 
Score: -14930452.000000 Penalty: 1908.656128
	Iteration 0F: 2 clusters Score -1.493045e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62869 members 
Mstep: Class 2 contains 63325 members 
Entering Unmasked Estep 
Score: -14855429.000000 Penalty: 3817.312256
	Iteration 0F: 3 clusters Score -1.485543e+07 nChanged 60663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59692 members 
Mstep: Class 2 contains 66502 members 
Entering Unmasked Estep 
Score: -14890345.000000 Penalty: 3817.312256
	Iteration 1F: 3 clusters Score -1.489034e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57767 members 
Mstep: Class 2 contains 68427 members 
Entering Unmasked Estep 
Score: -14891236.000000 Penalty: 3817.312256
	Iteration 2Q: 3 clusters Score -1.489124e+07 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54962 members 
Mstep: Class 2 contains 71232 members 
Entering Unmasked Estep 
Score: -14892690.000000 Penalty: 3817.312256
	Iteration 3Q: 3 clusters Score -1.489269e+07 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50943 members 
Mstep: Class 2 contains 75251 members 
Entering Unmasked Estep 
Score: -14895180.000000 Penalty: 3817.312256
	Iteration 4Q: 3 clusters Score -1.489518e+07 nChanged 7181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45674 members 
Mstep: Class 2 contains 80520 members 
Entering Unmasked Estep 
Score: -14899473.000000 Penalty: 3817.312256
	Iteration 5F: 3 clusters Score -1.489947e+07 nChanged 8556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39480 members 
Mstep: Class 2 contains 86714 members 
Entering Unmasked Estep 
Score: -14906713.000000 Penalty: 3817.312256
	Iteration 6F: 3 clusters Score -1.490671e+07 nChanged 8976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 93876 members 
Entering Unmasked Estep 
Score: -14914758.000000 Penalty: 3817.312256
	Iteration 7F: 3 clusters Score -1.491476e+07 nChanged 7985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 100035 members 
Entering Unmasked Estep 
Score: -14921732.000000 Penalty: 3817.312256
	Iteration 8F: 3 clusters Score -1.492173e+07 nChanged 6253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 104040 members 
Entering Unmasked Estep 
Score: -14926099.000000 Penalty: 3817.312256
	Iteration 9Q: 3 clusters Score -1.49261e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 106738 members 
Entering Unmasked Estep 
Score: -14927847.000000 Penalty: 3817.312256
	Iteration 10Q: 3 clusters Score -1.492785e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 108905 members 
Entering Unmasked Estep 
Score: -14928276.000000 Penalty: 3817.312256
	Iteration 11Q: 3 clusters Score -1.492828e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 110990 members 
Entering Unmasked Estep 
Score: -14928259.000000 Penalty: 3817.312256
	Iteration 12Q: 3 clusters Score -1.492826e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 113000 members 
Entering Unmasked Estep 
Score: -14928415.000000 Penalty: 3817.312256
	Iteration 13Q: 3 clusters Score -1.492842e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 114730 members 
Entering Unmasked Estep 
Score: -14928560.000000 Penalty: 3817.312256
	Iteration 14Q: 3 clusters Score -1.492856e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 116201 members 
Entering Unmasked Estep 
Score: -14928657.000000 Penalty: 3817.312256
	Iteration 15Q: 3 clusters Score -1.492866e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 117463 members 
Entering Unmasked Estep 
Score: -14928677.000000 Penalty: 3817.312256
	Iteration 16Q: 3 clusters Score -1.492868e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 118557 members 
Entering Unmasked Estep 
Score: -14928598.000000 Penalty: 3817.312256
	Iteration 17Q: 3 clusters Score -1.49286e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 119597 members 
Entering Unmasked Estep 
Score: -14928635.000000 Penalty: 3817.312256
	Iteration 18Q: 3 clusters Score -1.492864e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 120568 members 
Entering Unmasked Estep 
Score: -14928644.000000 Penalty: 3817.312256
	Iteration 19Q: 3 clusters Score -1.492864e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 121422 members 
Entering Unmasked Estep 
Score: -14928696.000000 Penalty: 3817.312256
	Iteration 20F: 3 clusters Score -1.49287e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 122150 members 
Entering Unmasked Estep 
Score: -14928809.000000 Penalty: 3817.312256
	Iteration 21Q: 3 clusters Score -1.492881e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 122768 members 
Entering Unmasked Estep 
Score: -14928983.000000 Penalty: 3817.312256
	Iteration 22Q: 3 clusters Score -1.492898e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 123243 members 
Entering Unmasked Estep 
Score: -14929068.000000 Penalty: 3817.312256
	Iteration 23Q: 3 clusters Score -1.492907e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 123583 members 
Entering Unmasked Estep 
Score: -14929096.000000 Penalty: 3817.312256
	Iteration 24Q: 3 clusters Score -1.49291e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 123865 members 
Entering Unmasked Estep 
Score: -14929199.000000 Penalty: 3817.312256
	Iteration 25Q: 3 clusters Score -1.49292e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 124077 members 
Entering Unmasked Estep 
Score: -14929324.000000 Penalty: 3817.312256
	Iteration 26Q: 3 clusters Score -1.492932e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 124221 members 
Entering Unmasked Estep 
Score: -14929405.000000 Penalty: 3817.312256
	Iteration 27Q: 3 clusters Score -1.49294e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 124326 members 
Entering Unmasked Estep 
Score: -14929419.000000 Penalty: 3817.312256
	Iteration 28Q: 3 clusters Score -1.492942e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 124397 members 
Entering Unmasked Estep 
Score: -14929475.000000 Penalty: 3817.312256
	Iteration 29Q: 3 clusters Score -1.492948e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 124453 members 
Entering Unmasked Estep 
Score: -14929489.000000 Penalty: 3817.312256
	Iteration 30Q: 3 clusters Score -1.492949e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 124491 members 
Entering Unmasked Estep 
Score: -14929472.000000 Penalty: 3817.312256
	Iteration 31Q: 3 clusters Score -1.492947e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 124522 members 
Entering Unmasked Estep 
Score: -14929507.000000 Penalty: 3817.312256
	Iteration 32Q: 3 clusters Score -1.492951e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 124551 members 
Entering Unmasked Estep 
Score: -14929525.000000 Penalty: 3817.312256
	Iteration 33Q: 3 clusters Score -1.492952e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 124564 members 
Entering Unmasked Estep 
Score: -14929542.000000 Penalty: 3817.312256
	Iteration 34Q: 3 clusters Score -1.492954e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 124581 members 
Entering Unmasked Estep 
Score: -14929564.000000 Penalty: 3817.312256
	Iteration 35Q: 3 clusters Score -1.492956e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 124597 members 
Entering Unmasked Estep 
Score: -14929554.000000 Penalty: 3817.312256
	Iteration 36Q: 3 clusters Score -1.492955e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 124608 members 
Entering Unmasked Estep 
Score: -14929544.000000 Penalty: 3817.312256
	Iteration 37Q: 3 clusters Score -1.492954e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 124617 members 
Entering Unmasked Estep 
Score: -14929543.000000 Penalty: 3817.312256
	Iteration 38Q: 3 clusters Score -1.492954e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 124623 members 
Entering Unmasked Estep 
Score: -14929553.000000 Penalty: 3817.312256
	Iteration 39Q: 3 clusters Score -1.492955e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 124632 members 
Entering Unmasked Estep 
Score: -14929550.000000 Penalty: 3817.312256
	Iteration 40F: 3 clusters Score -1.492955e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 124635 members 
Entering Unmasked Estep 
Score: -14929558.000000 Penalty: 3817.312256
	Iteration 41Q: 3 clusters Score -1.492956e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 124640 members 
Entering Unmasked Estep 
Score: -14929563.000000 Penalty: 3817.312256
	Iteration 42Q: 3 clusters Score -1.492956e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 124643 members 
Entering Unmasked Estep 
Score: -14929580.000000 Penalty: 3817.312256
	Iteration 43Q: 3 clusters Score -1.492958e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 124642 members 
Entering Unmasked Estep 
Score: -14929591.000000 Penalty: 3817.312256
	Iteration 44Q: 3 clusters Score -1.492959e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 124640 members 
Entering Unmasked Estep 
Score: -14929624.000000 Penalty: 3817.312256
	Iteration 45Q: 3 clusters Score -1.492962e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 124641 members 
Entering Unmasked Estep 
Score: -14929614.000000 Penalty: 3817.312256
	Iteration 46Q: 3 clusters Score -1.492961e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 124641 members 
Entering Unmasked Estep 
Score: -14929618.000000 Penalty: 3817.312256
	Iteration 47Q: 3 clusters Score -1.492962e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 124650 members 
Entering Unmasked Estep 
Score: -14929600.000000 Penalty: 3817.312256
	Iteration 48Q: 3 clusters Score -1.49296e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 124652 members 
Entering Unmasked Estep 
Score: -14929615.000000 Penalty: 3817.312256
	Iteration 49Q: 3 clusters Score -1.492962e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 124657 members 
Entering Unmasked Estep 
Score: -14929598.000000 Penalty: 3817.312256
	Iteration 50Q: 3 clusters Score -1.49296e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 124663 members 
Entering Unmasked Estep 
Score: -14929577.000000 Penalty: 3817.312256
	Iteration 51Q: 3 clusters Score -1.492958e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 124668 members 
Entering Unmasked Estep 
Score: -14929599.000000 Penalty: 3817.312256
	Iteration 52Q: 3 clusters Score -1.49296e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 124669 members 
Entering Unmasked Estep 
Score: -14929577.000000 Penalty: 3817.312256
	Iteration 53Q: 3 clusters Score -1.492958e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 124671 members 
Entering Unmasked Estep 
Score: -14929567.000000 Penalty: 3817.312256
	Iteration 54Q: 3 clusters Score -1.492957e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 124678 members 
Entering Unmasked Estep 
Score: -14929570.000000 Penalty: 3817.312256
	Iteration 55Q: 3 clusters Score -1.492957e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 124674 members 
Entering Unmasked Estep 
Score: -14929581.000000 Penalty: 3817.312256
	Iteration 56Q: 3 clusters Score -1.492958e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 124665 members 
Entering Unmasked Estep 
Score: -14929589.000000 Penalty: 3817.312256
	Iteration 57Q: 3 clusters Score -1.492959e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 124663 members 
Entering Unmasked Estep 
Score: -14929595.000000 Penalty: 3817.312256
	Iteration 58Q: 3 clusters Score -1.49296e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 124664 members 
Entering Unmasked Estep 
Score: -14929593.000000 Penalty: 3817.312256
	Iteration 59Q: 3 clusters Score -1.492959e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 124669 members 
Entering Unmasked Estep 
Score: -14929597.000000 Penalty: 3817.312256
	Iteration 60F: 3 clusters Score -1.49296e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 124676 members 
Entering Unmasked Estep 
Score: -14929625.000000 Penalty: 3817.312256
	Iteration 61Q: 3 clusters Score -1.492962e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 124672 members 
Entering Unmasked Estep 
Score: -14929641.000000 Penalty: 3817.312256
	Iteration 62Q: 3 clusters Score -1.492964e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 124673 members 
Entering Unmasked Estep 
Score: -14929651.000000 Penalty: 3817.312256
	Iteration 63Q: 3 clusters Score -1.492965e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 124667 members 
Entering Unmasked Estep 
Score: -14929634.000000 Penalty: 3817.312256
	Iteration 64Q: 3 clusters Score -1.492963e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 124664 members 
Entering Unmasked Estep 
Score: -14929634.000000 Penalty: 3817.312256
	Iteration 65Q: 3 clusters Score -1.492963e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 124665 members 
Entering Unmasked Estep 
Score: -14929644.000000 Penalty: 3817.312256
	Iteration 66Q: 3 clusters Score -1.492964e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 124669 members 
Entering Unmasked Estep 
Score: -14929646.000000 Penalty: 3817.312256
	Iteration 67Q: 3 clusters Score -1.492965e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 124675 members 
Entering Unmasked Estep 
Score: -14929643.000000 Penalty: 3817.312256
	Iteration 68Q: 3 clusters Score -1.492964e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 124684 members 
Entering Unmasked Estep 
Score: -14929667.000000 Penalty: 3817.312256
	Iteration 69Q: 3 clusters Score -1.492967e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 124688 members 
Entering Unmasked Estep 
Score: -14929674.000000 Penalty: 3817.312256
	Iteration 70Q: 3 clusters Score -1.492967e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 124686 members 
Entering Unmasked Estep 
Score: -14929680.000000 Penalty: 3817.312256
	Iteration 71Q: 3 clusters Score -1.492968e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 124692 members 
Entering Unmasked Estep 
Score: -14929679.000000 Penalty: 3817.312256
	Iteration 72Q: 3 clusters Score -1.492968e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 124694 members 
Entering Unmasked Estep 
Score: -14929682.000000 Penalty: 3817.312256
	Iteration 73Q: 3 clusters Score -1.492968e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 124699 members 
Entering Unmasked Estep 
Score: -14929690.000000 Penalty: 3817.312256
	Iteration 74Q: 3 clusters Score -1.492969e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 124693 members 
Entering Unmasked Estep 
Score: -14929669.000000 Penalty: 3817.312256
	Iteration 75Q: 3 clusters Score -1.492967e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 124689 members 
Entering Unmasked Estep 
Score: -14929679.000000 Penalty: 3817.312256
	Iteration 76Q: 3 clusters Score -1.492968e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 124682 members 
Entering Unmasked Estep 
Score: -14929677.000000 Penalty: 3817.312256
	Iteration 77Q: 3 clusters Score -1.492968e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 124680 members 
Entering Unmasked Estep 
Score: -14929682.000000 Penalty: 3817.312256
	Iteration 78Q: 3 clusters Score -1.492968e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 124674 members 
Entering Unmasked Estep 
Score: -14929682.000000 Penalty: 3817.312256
	Iteration 79Q: 3 clusters Score -1.492968e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 124661 members 
Entering Unmasked Estep 
Score: -14929680.000000 Penalty: 3817.312256
	Iteration 80F: 3 clusters Score -1.492968e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 124655 members 
Entering Unmasked Estep 
Score: -14929691.000000 Penalty: 3817.312256
	Iteration 81Q: 3 clusters Score -1.492969e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 124651 members 
Entering Unmasked Estep 
Score: -14929707.000000 Penalty: 3817.312256
	Iteration 82Q: 3 clusters Score -1.492971e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 124648 members 
Entering Unmasked Estep 
Score: -14929711.000000 Penalty: 3817.312256
	Iteration 83Q: 3 clusters Score -1.492971e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 124639 members 
Entering Unmasked Estep 
Score: -14929709.000000 Penalty: 3817.312256
	Iteration 84Q: 3 clusters Score -1.492971e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 124633 members 
Entering Unmasked Estep 
Score: -14929721.000000 Penalty: 3817.312256
	Iteration 85Q: 3 clusters Score -1.492972e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 124626 members 
Entering Unmasked Estep 
Score: -14929739.000000 Penalty: 3817.312256
	Iteration 86Q: 3 clusters Score -1.492974e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 124615 members 
Entering Unmasked Estep 
Score: -14929759.000000 Penalty: 3817.312256
	Iteration 87Q: 3 clusters Score -1.492976e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 124592 members 
Entering Unmasked Estep 
Score: -14929761.000000 Penalty: 3817.312256
	Iteration 88Q: 3 clusters Score -1.492976e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 124569 members 
Entering Unmasked Estep 
Score: -14929765.000000 Penalty: 3817.312256
	Iteration 89Q: 3 clusters Score -1.492976e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 124547 members 
Entering Unmasked Estep 
Score: -14929765.000000 Penalty: 3817.312256
	Iteration 90Q: 3 clusters Score -1.492976e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 124535 members 
Entering Unmasked Estep 
Score: -14929766.000000 Penalty: 3817.312256
	Iteration 91Q: 3 clusters Score -1.492977e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 124527 members 
Entering Unmasked Estep 
Score: -14929778.000000 Penalty: 3817.312256
	Iteration 92Q: 3 clusters Score -1.492978e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 124524 members 
Entering Unmasked Estep 
Score: -14929793.000000 Penalty: 3817.312256
	Iteration 93Q: 3 clusters Score -1.492979e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 124516 members 
Entering Unmasked Estep 
Score: -14929787.000000 Penalty: 3817.312256
	Iteration 94Q: 3 clusters Score -1.492979e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 124504 members 
Entering Unmasked Estep 
Score: -14929776.000000 Penalty: 3817.312256
	Iteration 95Q: 3 clusters Score -1.492978e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 124484 members 
Entering Unmasked Estep 
Score: -14929780.000000 Penalty: 3817.312256
	Iteration 96Q: 3 clusters Score -1.492978e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 124472 members 
Entering Unmasked Estep 
Score: -14929807.000000 Penalty: 3817.312256
	Iteration 97Q: 3 clusters Score -1.492981e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 124464 members 
Entering Unmasked Estep 
Score: -14929823.000000 Penalty: 3817.312256
	Iteration 98Q: 3 clusters Score -1.492982e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 124459 members 
Entering Unmasked Estep 
Score: -14929813.000000 Penalty: 3817.312256
	Iteration 99Q: 3 clusters Score -1.492981e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 124457 members 
Entering Unmasked Estep 
Score: -14929811.000000 Penalty: 3817.312256
	Iteration 100F: 3 clusters Score -1.492981e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 124452 members 
Entering Unmasked Estep 
Score: -14929823.000000 Penalty: 3817.312256
	Iteration 101Q: 3 clusters Score -1.492982e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 124443 members 
Entering Unmasked Estep 
Score: -14929817.000000 Penalty: 3817.312256
	Iteration 102Q: 3 clusters Score -1.492982e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 124435 members 
Entering Unmasked Estep 
Score: -14929824.000000 Penalty: 3817.312256
	Iteration 103Q: 3 clusters Score -1.492982e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 124432 members 
Entering Unmasked Estep 
Score: -14929830.000000 Penalty: 3817.312256
	Iteration 104Q: 3 clusters Score -1.492983e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 124422 members 
Entering Unmasked Estep 
Score: -14929817.000000 Penalty: 3817.312256
	Iteration 105Q: 3 clusters Score -1.492982e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 124419 members 
Entering Unmasked Estep 
Score: -14929828.000000 Penalty: 3817.312256
	Iteration 106Q: 3 clusters Score -1.492983e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 124414 members 
Entering Unmasked Estep 
Score: -14929819.000000 Penalty: 3817.312256
	Iteration 107Q: 3 clusters Score -1.492982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 124410 members 
Entering Unmasked Estep 
Score: -14929825.000000 Penalty: 3817.312256
	Iteration 108Q: 3 clusters Score -1.492982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 124405 members 
Entering Unmasked Estep 
Score: -14929813.000000 Penalty: 3817.312256
	Iteration 109Q: 3 clusters Score -1.492981e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 124404 members 
Entering Unmasked Estep 
Score: -14929819.000000 Penalty: 3817.312256
	Iteration 110Q: 3 clusters Score -1.492982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 124403 members 
Entering Unmasked Estep 
Score: -14929820.000000 Penalty: 3817.312256
	Iteration 111Q: 3 clusters Score -1.492982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 124402 members 
Entering Unmasked Estep 
Score: -14929820.000000 Penalty: 3817.312256
	Iteration 112Q: 3 clusters Score -1.492982e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 124397 members 
Entering Unmasked Estep 
Score: -14929820.000000 Penalty: 3817.312256
	Iteration 113Q: 3 clusters Score -1.492982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 124396 members 
Entering Unmasked Estep 
Score: -14929817.000000 Penalty: 3817.312256
	Iteration 114Q: 3 clusters Score -1.492982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 124396 members 
Entering Unmasked Estep 
Score: -14929813.000000 Penalty: 3817.312256
	Iteration 115Q: 3 clusters Score -1.492981e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 124395 members 
Entering Unmasked Estep 
Score: -14929813.000000 Penalty: 3817.312256
	Iteration 116Q: 3 clusters Score -1.492981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 124394 members 
Entering Unmasked Estep 
Score: -14929821.000000 Penalty: 3817.312256
	Iteration 117Q: 3 clusters Score -1.492982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 124391 members 
Entering Unmasked Estep 
Score: -14929825.000000 Penalty: 3817.312256
	Iteration 118Q: 3 clusters Score -1.492982e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 124386 members 
Entering Unmasked Estep 
Score: -14929818.000000 Penalty: 3817.312256
	Iteration 119Q: 3 clusters Score -1.492982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 124386 members 
Entering Unmasked Estep 
Score: -14929819.000000 Penalty: 3817.312256
	Iteration 120F: 3 clusters Score -1.492982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 124385 members 
Entering Unmasked Estep 
Score: -14929816.000000 Penalty: 3817.312256
	Iteration 121Q: 3 clusters Score -1.492982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 124384 members 
Entering Unmasked Estep 
Score: -14929826.000000 Penalty: 3817.312256
	Iteration 122Q: 3 clusters Score -1.492983e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 124383 members 
Entering Unmasked Estep 
Score: -14929818.000000 Penalty: 3817.312256
	Iteration 123Q: 3 clusters Score -1.492982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 124380 members 
Entering Unmasked Estep 
Score: -14929817.000000 Penalty: 3817.312256
	Iteration 124Q: 3 clusters Score -1.492982e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 124374 members 
Entering Unmasked Estep 
Score: -14929830.000000 Penalty: 3817.312256
	Iteration 125Q: 3 clusters Score -1.492983e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 124369 members 
Entering Unmasked Estep 
Score: -14929830.000000 Penalty: 3817.312256
	Iteration 126Q: 3 clusters Score -1.492983e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 124367 members 
Entering Unmasked Estep 
Score: -14929824.000000 Penalty: 3817.312256
	Iteration 127Q: 3 clusters Score -1.492982e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 124365 members 
Entering Unmasked Estep 
Score: -14929821.000000 Penalty: 3817.312256
	Iteration 128Q: 3 clusters Score -1.492982e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 124361 members 
Entering Unmasked Estep 
Score: -14929817.000000 Penalty: 3817.312256
	Iteration 129Q: 3 clusters Score -1.492982e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 124358 members 
Entering Unmasked Estep 
Score: -14929836.000000 Penalty: 3817.312256
	Iteration 130Q: 3 clusters Score -1.492984e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 124354 members 
Entering Unmasked Estep 
Score: -14929832.000000 Penalty: 3817.312256
	Iteration 131Q: 3 clusters Score -1.492983e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 124345 members 
Entering Unmasked Estep 
Score: -14929838.000000 Penalty: 3817.312256
	Iteration 132Q: 3 clusters Score -1.492984e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 124339 members 
Entering Unmasked Estep 
Score: -14929844.000000 Penalty: 3817.312256
	Iteration 133Q: 3 clusters Score -1.492984e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 124330 members 
Entering Unmasked Estep 
Score: -14929847.000000 Penalty: 3817.312256
	Iteration 134Q: 3 clusters Score -1.492985e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 124324 members 
Entering Unmasked Estep 
Score: -14929839.000000 Penalty: 3817.312256
	Iteration 135Q: 3 clusters Score -1.492984e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 124320 members 
Entering Unmasked Estep 
Score: -14929847.000000 Penalty: 3817.312256
	Iteration 136Q: 3 clusters Score -1.492985e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 124316 members 
Entering Unmasked Estep 
Score: -14929853.000000 Penalty: 3817.312256
	Iteration 137Q: 3 clusters Score -1.492985e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 124313 members 
Entering Unmasked Estep 
Score: -14929838.000000 Penalty: 3817.312256
	Iteration 138Q: 3 clusters Score -1.492984e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 124308 members 
Entering Unmasked Estep 
Score: -14929842.000000 Penalty: 3817.312256
	Iteration 139Q: 3 clusters Score -1.492984e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 124302 members 
Entering Unmasked Estep 
Score: -14929843.000000 Penalty: 3817.312256
	Iteration 140F: 3 clusters Score -1.492984e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 124297 members 
Entering Unmasked Estep 
Score: -14929847.000000 Penalty: 3817.312256
	Iteration 141Q: 3 clusters Score -1.492985e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 124292 members 
Entering Unmasked Estep 
Score: -14929862.000000 Penalty: 3817.312256
	Iteration 142Q: 3 clusters Score -1.492986e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 124290 members 
Entering Unmasked Estep 
Score: -14929856.000000 Penalty: 3817.312256
	Iteration 143Q: 3 clusters Score -1.492986e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 124286 members 
Entering Unmasked Estep 
Score: -14929844.000000 Penalty: 3817.312256
	Iteration 144Q: 3 clusters Score -1.492984e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 124282 members 
Entering Unmasked Estep 
Score: -14929842.000000 Penalty: 3817.312256
	Iteration 145Q: 3 clusters Score -1.492984e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 124275 members 
Entering Unmasked Estep 
Score: -14929859.000000 Penalty: 3817.312256
	Iteration 146Q: 3 clusters Score -1.492986e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 124268 members 
Entering Unmasked Estep 
Score: -14929857.000000 Penalty: 3817.312256
	Iteration 147Q: 3 clusters Score -1.492986e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 124261 members 
Entering Unmasked Estep 
Score: -14929872.000000 Penalty: 3817.312256
	Iteration 148Q: 3 clusters Score -1.492987e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 124255 members 
Entering Unmasked Estep 
Score: -14929869.000000 Penalty: 3817.312256
	Iteration 149Q: 3 clusters Score -1.492987e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 124250 members 
Entering Unmasked Estep 
Score: -14929871.000000 Penalty: 3817.312256
	Iteration 150Q: 3 clusters Score -1.492987e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 124245 members 
Entering Unmasked Estep 
Score: -14929866.000000 Penalty: 3817.312256
	Iteration 151Q: 3 clusters Score -1.492987e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 124243 members 
Entering Unmasked Estep 
Score: -14929870.000000 Penalty: 3817.312256
	Iteration 152Q: 3 clusters Score -1.492987e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 124237 members 
Entering Unmasked Estep 
Score: -14929875.000000 Penalty: 3817.312256
	Iteration 153Q: 3 clusters Score -1.492988e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 124233 members 
Entering Unmasked Estep 
Score: -14929872.000000 Penalty: 3817.312256
	Iteration 154Q: 3 clusters Score -1.492987e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 124226 members 
Entering Unmasked Estep 
Score: -14929874.000000 Penalty: 3817.312256
	Iteration 155Q: 3 clusters Score -1.492987e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 124221 members 
Entering Unmasked Estep 
Score: -14929889.000000 Penalty: 3817.312256
	Iteration 156Q: 3 clusters Score -1.492989e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 124213 members 
Entering Unmasked Estep 
Score: -14929882.000000 Penalty: 3817.312256
	Iteration 157Q: 3 clusters Score -1.492988e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 124207 members 
Entering Unmasked Estep 
Score: -14929874.000000 Penalty: 3817.312256
	Iteration 158Q: 3 clusters Score -1.492987e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 124202 members 
Entering Unmasked Estep 
Score: -14929886.000000 Penalty: 3817.312256
	Iteration 159Q: 3 clusters Score -1.492989e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 124199 members 
Entering Unmasked Estep 
Score: -14929879.000000 Penalty: 3817.312256
	Iteration 160F: 3 clusters Score -1.492988e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 124200 members 
Entering Unmasked Estep 
Score: -14929877.000000 Penalty: 3817.312256
	Iteration 161Q: 3 clusters Score -1.492988e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 124198 members 
Entering Unmasked Estep 
Score: -14929877.000000 Penalty: 3817.312256
	Iteration 162Q: 3 clusters Score -1.492988e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 124196 members 
Entering Unmasked Estep 
Score: -14929874.000000 Penalty: 3817.312256
	Iteration 163Q: 3 clusters Score -1.492987e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 124196 members 
Entering Unmasked Estep 
Score: -14929875.000000 Penalty: 3817.312256
	Iteration 164Q: 3 clusters Score -1.492988e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 124193 members 
Entering Unmasked Estep 
Score: -14929887.000000 Penalty: 3817.312256
	Iteration 165Q: 3 clusters Score -1.492989e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 124189 members 
Entering Unmasked Estep 
Score: -14929878.000000 Penalty: 3817.312256
	Iteration 166Q: 3 clusters Score -1.492988e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 124187 members 
Entering Unmasked Estep 
Score: -14929877.000000 Penalty: 3817.312256
	Iteration 167Q: 3 clusters Score -1.492988e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 124185 members 
Entering Unmasked Estep 
Score: -14929884.000000 Penalty: 3817.312256
	Iteration 168Q: 3 clusters Score -1.492988e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 124181 members 
Entering Unmasked Estep 
Score: -14929894.000000 Penalty: 3817.312256
	Iteration 169Q: 3 clusters Score -1.492989e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 124179 members 
Entering Unmasked Estep 
Score: -14929900.000000 Penalty: 3817.312256
	Iteration 170Q: 3 clusters Score -1.49299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 124177 members 
Entering Unmasked Estep 
Score: -14929895.000000 Penalty: 3817.312256
	Iteration 171Q: 3 clusters Score -1.49299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 124176 members 
Entering Unmasked Estep 
Score: -14929886.000000 Penalty: 3817.312256
	Iteration 172Q: 3 clusters Score -1.492989e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 124172 members 
Entering Unmasked Estep 
Score: -14929891.000000 Penalty: 3817.312256
	Iteration 173Q: 3 clusters Score -1.492989e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 124172 members 
Entering Unmasked Estep 
Score: -14929891.000000 Penalty: 3817.312256
	Iteration 174Q: 3 clusters Score -1.492989e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 124173 members 
Entering Unmasked Estep 
Score: -14929889.000000 Penalty: 3817.312256
	Iteration 175Q: 3 clusters Score -1.492989e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 124171 members 
Entering Unmasked Estep 
Score: -14929885.000000 Penalty: 3817.312256
	Iteration 176Q: 3 clusters Score -1.492988e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 124169 members 
Entering Unmasked Estep 
Score: -14929898.000000 Penalty: 3817.312256
	Iteration 177Q: 3 clusters Score -1.49299e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 124165 members 
Entering Unmasked Estep 
Score: -14929900.000000 Penalty: 3817.312256
	Iteration 178Q: 3 clusters Score -1.49299e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 124159 members 
Entering Unmasked Estep 
Score: -14929898.000000 Penalty: 3817.312256
	Iteration 179Q: 3 clusters Score -1.49299e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 124152 members 
Entering Unmasked Estep 
Score: -14929906.000000 Penalty: 3817.312256
	Iteration 180F: 3 clusters Score -1.492991e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 124146 members 
Entering Unmasked Estep 
Score: -14929923.000000 Penalty: 3817.312256
	Iteration 181Q: 3 clusters Score -1.492992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 124144 members 
Entering Unmasked Estep 
Score: -14929921.000000 Penalty: 3817.312256
	Iteration 182Q: 3 clusters Score -1.492992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 124139 members 
Entering Unmasked Estep 
Score: -14929911.000000 Penalty: 3817.312256
	Iteration 183Q: 3 clusters Score -1.492991e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 124136 members 
Entering Unmasked Estep 
Score: -14929914.000000 Penalty: 3817.312256
	Iteration 184Q: 3 clusters Score -1.492991e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 124131 members 
Entering Unmasked Estep 
Score: -14929897.000000 Penalty: 3817.312256
	Iteration 185Q: 3 clusters Score -1.49299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 124128 members 
Entering Unmasked Estep 
Score: -14929885.000000 Penalty: 3817.312256
	Iteration 186Q: 3 clusters Score -1.492988e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 124128 members 
Entering Unmasked Estep 
Score: -14929892.000000 Penalty: 3817.312256
	Iteration 187Q: 3 clusters Score -1.492989e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 124127 members 
Entering Unmasked Estep 
Score: -14929888.000000 Penalty: 3817.312256
	Iteration 188Q: 3 clusters Score -1.492989e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 124127 members 
Entering Unmasked Estep 
Score: -14929888.000000 Penalty: 3817.312256
	Iteration 189F: 3 clusters Score -1.492989e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (12306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Entering Unmasked Estep 
Score: -1397754.125000 Penalty: 1530.399292
	Iteration 0F: 2 clusters Score -1397754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1389201.750000 Penalty: 3060.798584
	Iteration 0F: 3 clusters Score -1389202 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1392235.250000 Penalty: 3060.798584
	Iteration 1F: 3 clusters Score -1392235 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1392659.750000 Penalty: 3060.798584
	Iteration 2F: 3 clusters Score -1392660 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1393071.375000 Penalty: 3060.798584
	Iteration 3F: 3 clusters Score -1393071 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1393528.500000 Penalty: 3060.798584
	Iteration 4F: 3 clusters Score -1393528 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1394043.500000 Penalty: 3060.798584
	Iteration 5F: 3 clusters Score -1394044 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1394660.250000 Penalty: 3060.798584
	Iteration 6F: 3 clusters Score -1394660 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1395259.500000 Penalty: 3060.798584
	Iteration 7F: 3 clusters Score -1395260 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1395780.875000 Penalty: 3060.798584
	Iteration 8Q: 3 clusters Score -1395781 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1396091.250000 Penalty: 3060.798584
	Iteration 9Q: 3 clusters Score -1396091 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -1396260.375000 Penalty: 3060.798584
	Iteration 10Q: 3 clusters Score -1396260 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1396359.875000 Penalty: 3060.798584
	Iteration 11Q: 3 clusters Score -1396360 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1396415.625000 Penalty: 3060.798584
	Iteration 12Q: 3 clusters Score -1396416 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -1396446.875000 Penalty: 3060.798584
	Iteration 13Q: 3 clusters Score -1396447 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -1396469.500000 Penalty: 3060.798584
	Iteration 14Q: 3 clusters Score -1396470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1396482.625000 Penalty: 3060.798584
	Iteration 15Q: 3 clusters Score -1396483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1396487.250000 Penalty: 3060.798584
	Iteration 16Q: 3 clusters Score -1396487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1396489.375000 Penalty: 3060.798584
	Iteration 17Q: 3 clusters Score -1396489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1396488.375000 Penalty: 3060.798584
	Iteration 18Q: 3 clusters Score -1396488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1396489.750000 Penalty: 3060.798584
	Iteration 19Q: 3 clusters Score -1396490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1396489.250000 Penalty: 3060.798584
	Iteration 20F: 3 clusters Score -1396489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Entering Unmasked Estep 
Score: -132041.500000 Penalty: 1161.733887
	Iteration 0F: 2 clusters Score -132041.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -130496.750000 Penalty: 2323.467773
	Iteration 0F: 3 clusters Score -130496.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -131050.265625 Penalty: 2323.467773
	Iteration 1F: 3 clusters Score -131050.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -131263.937500 Penalty: 2323.467773
	Iteration 2F: 3 clusters Score -131263.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -131428.718750 Penalty: 2323.467773
	Iteration 3F: 3 clusters Score -131428.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -131555.125000 Penalty: 2323.467773
	Iteration 4F: 3 clusters Score -131555.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -131636.421875 Penalty: 2323.467773
	Iteration 5Q: 3 clusters Score -131636.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -131702.015625 Penalty: 2323.467773
	Iteration 6Q: 3 clusters Score -131702 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -131760.671875 Penalty: 2323.467773
	Iteration 7Q: 3 clusters Score -131760.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -131817.781250 Penalty: 2323.467773
	Iteration 8Q: 3 clusters Score -131817.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -131881.359375 Penalty: 2323.467773
	Iteration 9Q: 3 clusters Score -131881.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -131909.921875 Penalty: 2323.467773
	Iteration 10Q: 3 clusters Score -131909.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -131932.828125 Penalty: 2323.467773
	Iteration 11Q: 3 clusters Score -131932.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -131956.187500 Penalty: 2323.467773
	Iteration 12Q: 3 clusters Score -131956.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -131975.515625 Penalty: 2323.467773
	Iteration 13Q: 3 clusters Score -131975.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -132001.125000 Penalty: 2323.467773
	Iteration 14Q: 3 clusters Score -132001.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -132031.078125 Penalty: 2323.467773
	Iteration 15Q: 3 clusters Score -132031.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -132050.515625 Penalty: 2323.467773
	Iteration 16Q: 3 clusters Score -132050.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -132063.687500 Penalty: 2323.467773
	Iteration 17Q: 3 clusters Score -132063.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -132076.828125 Penalty: 2323.467773
	Iteration 18Q: 3 clusters Score -132076.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -132084.656250 Penalty: 2323.467773
	Iteration 19Q: 3 clusters Score -132084.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -132089.546875 Penalty: 2323.467773
	Iteration 20F: 3 clusters Score -132089.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -132095.515625 Penalty: 2323.467773
	Iteration 21Q: 3 clusters Score -132095.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -132100.140625 Penalty: 2323.467773
	Iteration 22Q: 3 clusters Score -132100.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -132102.171875 Penalty: 2323.467773
	Iteration 23Q: 3 clusters Score -132102.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -132103.234375 Penalty: 2323.467773
	Iteration 24Q: 3 clusters Score -132103.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -132103.843750 Penalty: 2323.467773
	Iteration 25Q: 3 clusters Score -132103.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -132103.843750 Penalty: 2323.467773
	Iteration 26F: 3 clusters Score -132103.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 2495 members 
Mstep: Class 3 contains 22677 members 
Mstep: Class 4 contains 700 members 
Mstep: Class 5 contains 38764 members 
Mstep: Class 6 contains 74854 members 
Mstep: Class 7 contains 84535 members 
Mstep: Class 8 contains 38899 members 
Mstep: Class 9 contains 32361 members 
Mstep: Class 10 contains 16513 members 
Mstep: Class 11 contains 92860 members 
Mstep: Class 12 contains 84820 members 
Mstep: Class 13 contains 4306 members 
Mstep: Class 14 contains 412 members 
Mstep: Class 15 contains 1939 members 
Mstep: Class 16 contains 12346 members 
Mstep: Class 17 contains 681 members 
Mstep: Class 18 contains 299 members 
Mstep: Class 19 contains 74277 members 
Mstep: Class 20 contains 27916 members 
Mstep: Class 21 contains 503 members 
Mstep: Class 22 contains 54125 members 
Mstep: Class 23 contains 11974 members 
Mstep: Class 24 contains 107514 members 
Mstep: Class 25 contains 99769 members 
Mstep: Class 26 contains 31841 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 937 members 
Mstep: Class 29 contains 2755 members 
Mstep: Class 30 contains 110288 members 
Mstep: Class 31 contains 267 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 101424 members 
Mstep: Class 34 contains 1400 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 416 members 
Mstep: Class 37 contains 126194 members 
Mstep: Class 38 contains 12306 members 
Mstep: Class 39 contains 483 members 
Mstep: Class 40 contains 9135 members 
Mstep: Class 41 contains 126402 members 
Mstep: Class 42 contains 471 members 
Mstep: Class 43 contains 223 members 
Mstep: Class 44 contains 16220 members 
Mstep: Class 45 contains 195802 members 
Mstep: Class 46 contains 359 members 
Mstep: Class 47 contains 89982 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 790 members 
Entering Unmasked Estep 
Score: -194647424.000000 Penalty: 114337.593750
Splitting cluster 39 changes total score from -194648096.000000 to -194647424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (9135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Entering Unmasked Estep 
Score: -964178.937500 Penalty: 1481.978638
	Iteration 0F: 2 clusters Score -964178.9 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 4584 members 
Entering Unmasked Estep 
Score: -957595.625000 Penalty: 2963.957275
	Iteration 0F: 3 clusters Score -957595.6 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -959685.562500 Penalty: 2963.957275
	Iteration 1F: 3 clusters Score -959685.6 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -959921.875000 Penalty: 2963.957275
	Iteration 2F: 3 clusters Score -959921.9 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -960187.062500 Penalty: 2963.957275
	Iteration 3F: 3 clusters Score -960187.1 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -960514.625000 Penalty: 2963.957275
	Iteration 4F: 3 clusters Score -960514.6 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -960872.187500 Penalty: 2963.957275
	Iteration 5F: 3 clusters Score -960872.2 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -961207.062500 Penalty: 2963.957275
	Iteration 6F: 3 clusters Score -961207.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -961463.687500 Penalty: 2963.957275
	Iteration 7Q: 3 clusters Score -961463.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -961682.375000 Penalty: 2963.957275
	Iteration 8Q: 3 clusters Score -961682.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -961875.500000 Penalty: 2963.957275
	Iteration 9Q: 3 clusters Score -961875.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -962011.812500 Penalty: 2963.957275
	Iteration 10Q: 3 clusters Score -962011.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -962111.250000 Penalty: 2963.957275
	Iteration 11Q: 3 clusters Score -962111.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -962187.750000 Penalty: 2963.957275
	Iteration 12Q: 3 clusters Score -962187.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -962258.687500 Penalty: 2963.957275
	Iteration 13Q: 3 clusters Score -962258.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -962314.687500 Penalty: 2963.957275
	Iteration 14Q: 3 clusters Score -962314.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -962358.000000 Penalty: 2963.957275
	Iteration 15Q: 3 clusters Score -962358 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -962390.625000 Penalty: 2963.957275
	Iteration 16Q: 3 clusters Score -962390.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -962418.062500 Penalty: 2963.957275
	Iteration 17Q: 3 clusters Score -962418.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -962450.812500 Penalty: 2963.957275
	Iteration 18Q: 3 clusters Score -962450.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -962483.750000 Penalty: 2963.957275
	Iteration 19Q: 3 clusters Score -962483.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -962514.812500 Penalty: 2963.957275
	Iteration 20F: 3 clusters Score -962514.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -962549.187500 Penalty: 2963.957275
	Iteration 21Q: 3 clusters Score -962549.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -962584.437500 Penalty: 2963.957275
	Iteration 22Q: 3 clusters Score -962584.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -962613.562500 Penalty: 2963.957275
	Iteration 23Q: 3 clusters Score -962613.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -962639.875000 Penalty: 2963.957275
	Iteration 24Q: 3 clusters Score -962639.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -962660.000000 Penalty: 2963.957275
	Iteration 25Q: 3 clusters Score -962660 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -962681.750000 Penalty: 2963.957275
	Iteration 26Q: 3 clusters Score -962681.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -962698.312500 Penalty: 2963.957275
	Iteration 27Q: 3 clusters Score -962698.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -962713.187500 Penalty: 2963.957275
	Iteration 28Q: 3 clusters Score -962713.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -962726.125000 Penalty: 2963.957275
	Iteration 29Q: 3 clusters Score -962726.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -962737.250000 Penalty: 2963.957275
	Iteration 30Q: 3 clusters Score -962737.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -962747.875000 Penalty: 2963.957275
	Iteration 31Q: 3 clusters Score -962747.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -962757.312500 Penalty: 2963.957275
	Iteration 32Q: 3 clusters Score -962757.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -962769.062500 Penalty: 2963.957275
	Iteration 33Q: 3 clusters Score -962769.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -962778.437500 Penalty: 2963.957275
	Iteration 34Q: 3 clusters Score -962778.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -962787.625000 Penalty: 2963.957275
	Iteration 35Q: 3 clusters Score -962787.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -962798.750000 Penalty: 2963.957275
	Iteration 36Q: 3 clusters Score -962798.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -962805.125000 Penalty: 2963.957275
	Iteration 37Q: 3 clusters Score -962805.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -962814.375000 Penalty: 2963.957275
	Iteration 38Q: 3 clusters Score -962814.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -962821.000000 Penalty: 2963.957275
	Iteration 39Q: 3 clusters Score -962821 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -962826.437500 Penalty: 2963.957275
	Iteration 40F: 3 clusters Score -962826.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -962835.562500 Penalty: 2963.957275
	Iteration 41Q: 3 clusters Score -962835.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -962839.875000 Penalty: 2963.957275
	Iteration 42Q: 3 clusters Score -962839.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -962843.875000 Penalty: 2963.957275
	Iteration 43Q: 3 clusters Score -962843.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -962845.687500 Penalty: 2963.957275
	Iteration 44Q: 3 clusters Score -962845.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -962850.437500 Penalty: 2963.957275
	Iteration 45Q: 3 clusters Score -962850.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -962852.062500 Penalty: 2963.957275
	Iteration 46Q: 3 clusters Score -962852.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -962853.500000 Penalty: 2963.957275
	Iteration 47Q: 3 clusters Score -962853.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -962855.625000 Penalty: 2963.957275
	Iteration 48Q: 3 clusters Score -962855.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -962859.875000 Penalty: 2963.957275
	Iteration 49Q: 3 clusters Score -962859.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -962861.000000 Penalty: 2963.957275
	Iteration 50Q: 3 clusters Score -962861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -962864.312500 Penalty: 2963.957275
	Iteration 51Q: 3 clusters Score -962864.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -962866.000000 Penalty: 2963.957275
	Iteration 52Q: 3 clusters Score -962866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -962869.375000 Penalty: 2963.957275
	Iteration 53Q: 3 clusters Score -962869.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -962875.562500 Penalty: 2963.957275
	Iteration 54Q: 3 clusters Score -962875.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -962878.250000 Penalty: 2963.957275
	Iteration 55Q: 3 clusters Score -962878.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -962881.312500 Penalty: 2963.957275
	Iteration 56Q: 3 clusters Score -962881.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -962884.812500 Penalty: 2963.957275
	Iteration 57Q: 3 clusters Score -962884.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -962886.312500 Penalty: 2963.957275
	Iteration 58Q: 3 clusters Score -962886.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -962889.000000 Penalty: 2963.957275
	Iteration 59Q: 3 clusters Score -962889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -962888.625000 Penalty: 2963.957275
	Iteration 60F: 3 clusters Score -962888.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -962889.312500 Penalty: 2963.957275
	Iteration 61Q: 3 clusters Score -962889.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -962891.437500 Penalty: 2963.957275
	Iteration 62Q: 3 clusters Score -962891.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -962895.187500 Penalty: 2963.957275
	Iteration 63Q: 3 clusters Score -962895.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -962896.437500 Penalty: 2963.957275
	Iteration 64Q: 3 clusters Score -962896.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -962895.562500 Penalty: 2963.957275
	Iteration 65Q: 3 clusters Score -962895.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -962896.375000 Penalty: 2963.957275
	Iteration 66Q: 3 clusters Score -962896.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -962896.375000 Penalty: 2963.957275
	Iteration 67F: 3 clusters Score -962896.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (126402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126402 members 
Entering Unmasked Estep 
Score: -15025468.000000 Penalty: 1908.923706
	Iteration 0F: 2 clusters Score -1.502547e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63142 members 
Mstep: Class 2 contains 63260 members 
Entering Unmasked Estep 
Score: -14951107.000000 Penalty: 3817.847412
	Iteration 0F: 3 clusters Score -1.495111e+07 nChanged 61079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63065 members 
Mstep: Class 2 contains 63337 members 
Entering Unmasked Estep 
Score: -14986066.000000 Penalty: 3817.847412
	Iteration 1F: 3 clusters Score -1.498607e+07 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63718 members 
Mstep: Class 2 contains 62684 members 
Entering Unmasked Estep 
Score: -14987158.000000 Penalty: 3817.847412
	Iteration 2Q: 3 clusters Score -1.498716e+07 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64829 members 
Mstep: Class 2 contains 61573 members 
Entering Unmasked Estep 
Score: -14988672.000000 Penalty: 3817.847412
	Iteration 3Q: 3 clusters Score -1.498867e+07 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66649 members 
Mstep: Class 2 contains 59753 members 
Entering Unmasked Estep 
Score: -14991305.000000 Penalty: 3817.847412
	Iteration 4Q: 3 clusters Score -1.49913e+07 nChanged 6763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69272 members 
Mstep: Class 2 contains 57130 members 
Entering Unmasked Estep 
Score: -14995617.000000 Penalty: 3817.847412
	Iteration 5F: 3 clusters Score -1.499562e+07 nChanged 8153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72849 members 
Mstep: Class 2 contains 53553 members 
Entering Unmasked Estep 
Score: -15002170.000000 Penalty: 3817.847412
	Iteration 6F: 3 clusters Score -1.500217e+07 nChanged 9300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76909 members 
Mstep: Class 2 contains 49493 members 
Entering Unmasked Estep 
Score: -15011001.000000 Penalty: 3817.847412
	Iteration 7F: 3 clusters Score -1.5011e+07 nChanged 9346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80725 members 
Mstep: Class 2 contains 45677 members 
Entering Unmasked Estep 
Score: -15019678.000000 Penalty: 3817.847412
	Iteration 8F: 3 clusters Score -1.501968e+07 nChanged 7381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83850 members 
Mstep: Class 2 contains 42552 members 
Entering Unmasked Estep 
Score: -15025875.000000 Penalty: 3817.847412
	Iteration 9F: 3 clusters Score -1.502588e+07 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85729 members 
Mstep: Class 2 contains 40673 members 
Entering Unmasked Estep 
Score: -15028519.000000 Penalty: 3817.847412
	Iteration 10Q: 3 clusters Score -1.502852e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86837 members 
Mstep: Class 2 contains 39565 members 
Entering Unmasked Estep 
Score: -15029811.000000 Penalty: 3817.847412
	Iteration 11Q: 3 clusters Score -1.502981e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87566 members 
Mstep: Class 2 contains 38836 members 
Entering Unmasked Estep 
Score: -15030633.000000 Penalty: 3817.847412
	Iteration 12Q: 3 clusters Score -1.503063e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88273 members 
Mstep: Class 2 contains 38129 members 
Entering Unmasked Estep 
Score: -15031239.000000 Penalty: 3817.847412
	Iteration 13Q: 3 clusters Score -1.503124e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88838 members 
Mstep: Class 2 contains 37564 members 
Entering Unmasked Estep 
Score: -15031723.000000 Penalty: 3817.847412
	Iteration 14Q: 3 clusters Score -1.503172e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89177 members 
Mstep: Class 2 contains 37225 members 
Entering Unmasked Estep 
Score: -15032052.000000 Penalty: 3817.847412
	Iteration 15Q: 3 clusters Score -1.503205e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89418 members 
Mstep: Class 2 contains 36984 members 
Entering Unmasked Estep 
Score: -15032265.000000 Penalty: 3817.847412
	Iteration 16Q: 3 clusters Score -1.503226e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89557 members 
Mstep: Class 2 contains 36845 members 
Entering Unmasked Estep 
Score: -15032415.000000 Penalty: 3817.847412
	Iteration 17Q: 3 clusters Score -1.503242e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89672 members 
Mstep: Class 2 contains 36730 members 
Entering Unmasked Estep 
Score: -15032547.000000 Penalty: 3817.847412
	Iteration 18Q: 3 clusters Score -1.503255e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89753 members 
Mstep: Class 2 contains 36649 members 
Entering Unmasked Estep 
Score: -15032645.000000 Penalty: 3817.847412
	Iteration 19Q: 3 clusters Score -1.503264e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89834 members 
Mstep: Class 2 contains 36568 members 
Entering Unmasked Estep 
Score: -15032683.000000 Penalty: 3817.847412
	Iteration 20F: 3 clusters Score -1.503268e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89869 members 
Mstep: Class 2 contains 36533 members 
Entering Unmasked Estep 
Score: -15032760.000000 Penalty: 3817.847412
	Iteration 21Q: 3 clusters Score -1.503276e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89886 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
Score: -15032749.000000 Penalty: 3817.847412
	Iteration 22Q: 3 clusters Score -1.503275e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89870 members 
Mstep: Class 2 contains 36532 members 
Entering Unmasked Estep 
Score: -15032769.000000 Penalty: 3817.847412
	Iteration 23Q: 3 clusters Score -1.503277e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89880 members 
Mstep: Class 2 contains 36522 members 
Entering Unmasked Estep 
Score: -15032789.000000 Penalty: 3817.847412
	Iteration 24Q: 3 clusters Score -1.503279e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89877 members 
Mstep: Class 2 contains 36525 members 
Entering Unmasked Estep 
Score: -15032788.000000 Penalty: 3817.847412
	Iteration 25Q: 3 clusters Score -1.503279e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89891 members 
Mstep: Class 2 contains 36511 members 
Entering Unmasked Estep 
Score: -15032788.000000 Penalty: 3817.847412
	Iteration 26Q: 3 clusters Score -1.503279e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89916 members 
Mstep: Class 2 contains 36486 members 
Entering Unmasked Estep 
Score: -15032798.000000 Penalty: 3817.847412
	Iteration 27Q: 3 clusters Score -1.50328e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89961 members 
Mstep: Class 2 contains 36441 members 
Entering Unmasked Estep 
Score: -15032827.000000 Penalty: 3817.847412
	Iteration 28Q: 3 clusters Score -1.503283e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90012 members 
Mstep: Class 2 contains 36390 members 
Entering Unmasked Estep 
Score: -15032829.000000 Penalty: 3817.847412
	Iteration 29Q: 3 clusters Score -1.503283e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90040 members 
Mstep: Class 2 contains 36362 members 
Entering Unmasked Estep 
Score: -15032821.000000 Penalty: 3817.847412
	Iteration 30Q: 3 clusters Score -1.503282e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90032 members 
Mstep: Class 2 contains 36370 members 
Entering Unmasked Estep 
Score: -15032841.000000 Penalty: 3817.847412
	Iteration 31Q: 3 clusters Score -1.503284e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90040 members 
Mstep: Class 2 contains 36362 members 
Entering Unmasked Estep 
Score: -15032837.000000 Penalty: 3817.847412
	Iteration 32Q: 3 clusters Score -1.503284e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90044 members 
Mstep: Class 2 contains 36358 members 
Entering Unmasked Estep 
Score: -15032855.000000 Penalty: 3817.847412
	Iteration 33Q: 3 clusters Score -1.503286e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90051 members 
Mstep: Class 2 contains 36351 members 
Entering Unmasked Estep 
Score: -15032875.000000 Penalty: 3817.847412
	Iteration 34Q: 3 clusters Score -1.503288e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90046 members 
Mstep: Class 2 contains 36356 members 
Entering Unmasked Estep 
Score: -15032849.000000 Penalty: 3817.847412
	Iteration 35Q: 3 clusters Score -1.503285e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90027 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
Score: -15032860.000000 Penalty: 3817.847412
	Iteration 36Q: 3 clusters Score -1.503286e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90018 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
Score: -15032870.000000 Penalty: 3817.847412
	Iteration 37Q: 3 clusters Score -1.503287e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90014 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -15032861.000000 Penalty: 3817.847412
	Iteration 38Q: 3 clusters Score -1.503286e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90011 members 
Mstep: Class 2 contains 36391 members 
Entering Unmasked Estep 
Score: -15032858.000000 Penalty: 3817.847412
	Iteration 39Q: 3 clusters Score -1.503286e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90010 members 
Mstep: Class 2 contains 36392 members 
Entering Unmasked Estep 
Score: -15032880.000000 Penalty: 3817.847412
	Iteration 40F: 3 clusters Score -1.503288e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90006 members 
Mstep: Class 2 contains 36396 members 
Entering Unmasked Estep 
Score: -15032890.000000 Penalty: 3817.847412
	Iteration 41Q: 3 clusters Score -1.503289e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89995 members 
Mstep: Class 2 contains 36407 members 
Entering Unmasked Estep 
Score: -15032893.000000 Penalty: 3817.847412
	Iteration 42Q: 3 clusters Score -1.503289e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89985 members 
Mstep: Class 2 contains 36417 members 
Entering Unmasked Estep 
Score: -15032911.000000 Penalty: 3817.847412
	Iteration 43Q: 3 clusters Score -1.503291e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89979 members 
Mstep: Class 2 contains 36423 members 
Entering Unmasked Estep 
Score: -15032916.000000 Penalty: 3817.847412
	Iteration 44Q: 3 clusters Score -1.503292e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89966 members 
Mstep: Class 2 contains 36436 members 
Entering Unmasked Estep 
Score: -15032902.000000 Penalty: 3817.847412
	Iteration 45Q: 3 clusters Score -1.50329e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89950 members 
Mstep: Class 2 contains 36452 members 
Entering Unmasked Estep 
Score: -15032898.000000 Penalty: 3817.847412
	Iteration 46Q: 3 clusters Score -1.50329e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89949 members 
Mstep: Class 2 contains 36453 members 
Entering Unmasked Estep 
Score: -15032908.000000 Penalty: 3817.847412
	Iteration 47Q: 3 clusters Score -1.503291e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89951 members 
Mstep: Class 2 contains 36451 members 
Entering Unmasked Estep 
Score: -15032893.000000 Penalty: 3817.847412
	Iteration 48Q: 3 clusters Score -1.503289e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89951 members 
Mstep: Class 2 contains 36451 members 
Entering Unmasked Estep 
Score: -15032908.000000 Penalty: 3817.847412
	Iteration 49Q: 3 clusters Score -1.503291e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89946 members 
Mstep: Class 2 contains 36456 members 
Entering Unmasked Estep 
Score: -15032904.000000 Penalty: 3817.847412
	Iteration 50Q: 3 clusters Score -1.50329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89948 members 
Mstep: Class 2 contains 36454 members 
Entering Unmasked Estep 
Score: -15032899.000000 Penalty: 3817.847412
	Iteration 51Q: 3 clusters Score -1.50329e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89942 members 
Mstep: Class 2 contains 36460 members 
Entering Unmasked Estep 
Score: -15032900.000000 Penalty: 3817.847412
	Iteration 52Q: 3 clusters Score -1.50329e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89930 members 
Mstep: Class 2 contains 36472 members 
Entering Unmasked Estep 
Score: -15032894.000000 Penalty: 3817.847412
	Iteration 53Q: 3 clusters Score -1.503289e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89928 members 
Mstep: Class 2 contains 36474 members 
Entering Unmasked Estep 
Score: -15032902.000000 Penalty: 3817.847412
	Iteration 54Q: 3 clusters Score -1.50329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89931 members 
Mstep: Class 2 contains 36471 members 
Entering Unmasked Estep 
Score: -15032897.000000 Penalty: 3817.847412
	Iteration 55Q: 3 clusters Score -1.50329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89935 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
Score: -15032899.000000 Penalty: 3817.847412
	Iteration 56Q: 3 clusters Score -1.50329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89936 members 
Mstep: Class 2 contains 36466 members 
Entering Unmasked Estep 
Score: -15032905.000000 Penalty: 3817.847412
	Iteration 57Q: 3 clusters Score -1.50329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89939 members 
Mstep: Class 2 contains 36463 members 
Entering Unmasked Estep 
Score: -15032901.000000 Penalty: 3817.847412
	Iteration 58Q: 3 clusters Score -1.50329e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89939 members 
Mstep: Class 2 contains 36463 members 
Entering Unmasked Estep 
Score: -15032901.000000 Penalty: 3817.847412
	Iteration 59F: 3 clusters Score -1.50329e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 2495 members 
Mstep: Class 3 contains 22677 members 
Mstep: Class 4 contains 700 members 
Mstep: Class 5 contains 38764 members 
Mstep: Class 6 contains 74854 members 
Mstep: Class 7 contains 84535 members 
Mstep: Class 8 contains 38899 members 
Mstep: Class 9 contains 32361 members 
Mstep: Class 10 contains 16513 members 
Mstep: Class 11 contains 92860 members 
Mstep: Class 12 contains 84820 members 
Mstep: Class 13 contains 4306 members 
Mstep: Class 14 contains 412 members 
Mstep: Class 15 contains 1939 members 
Mstep: Class 16 contains 12346 members 
Mstep: Class 17 contains 681 members 
Mstep: Class 18 contains 299 members 
Mstep: Class 19 contains 74277 members 
Mstep: Class 20 contains 27916 members 
Mstep: Class 21 contains 503 members 
Mstep: Class 22 contains 54125 members 
Mstep: Class 23 contains 11974 members 
Mstep: Class 24 contains 107514 members 
Mstep: Class 25 contains 99769 members 
Mstep: Class 26 contains 31841 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 937 members 
Mstep: Class 29 contains 2755 members 
Mstep: Class 30 contains 110288 members 
Mstep: Class 31 contains 267 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 101424 members 
Mstep: Class 34 contains 1400 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 416 members 
Mstep: Class 37 contains 126194 members 
Mstep: Class 38 contains 12306 members 
Mstep: Class 39 contains 1273 members 
Mstep: Class 40 contains 9135 members 
Mstep: Class 41 contains 89939 members 
Mstep: Class 42 contains 471 members 
Mstep: Class 43 contains 223 members 
Mstep: Class 44 contains 16220 members 
Mstep: Class 45 contains 195802 members 
Mstep: Class 46 contains 359 members 
Mstep: Class 47 contains 89982 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 36463 members 
Entering Unmasked Estep 
Score: -194659168.000000 Penalty: 114337.593750
Splitting cluster 41 changes total score from -194648096.000000 to -194659168.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 42 (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: -41741.449219 Penalty: 1000.164429
	Iteration 0F: 2 clusters Score -41741.45 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 252 members 
Entering Unmasked Estep 
Score: -40709.988281 Penalty: 2000.328857
	Iteration 0F: 3 clusters Score -40709.99 nChanged 111
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: -40989.171875 Penalty: 2000.328857
	Iteration 1F: 3 clusters Score -40989.17 nChanged 54
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: -41192.179688 Penalty: 2000.328857
	Iteration 2F: 3 clusters Score -41192.18 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -41305.316406 Penalty: 2000.328857
	Iteration 3F: 3 clusters Score -41305.32 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -41398.320312 Penalty: 2000.328857
	Iteration 4F: 3 clusters Score -41398.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -41445.851562 Penalty: 2000.328857
	Iteration 5Q: 3 clusters Score -41445.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -41481.886719 Penalty: 2000.328857
	Iteration 6Q: 3 clusters Score -41481.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -41518.425781 Penalty: 2000.328857
	Iteration 7Q: 3 clusters Score -41518.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -41532.128906 Penalty: 2000.328857
	Iteration 8Q: 3 clusters Score -41532.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -41543.273438 Penalty: 2000.328857
	Iteration 9Q: 3 clusters Score -41543.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -41543.933594 Penalty: 2000.328857
	Iteration 10Q: 3 clusters Score -41543.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -41544.089844 Penalty: 2000.328857
	Iteration 11F: 3 clusters Score -41544.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -41564.917969 Penalty: 2000.328857
	Iteration 12Q: 3 clusters Score -41564.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -41564.917969 Penalty: 2000.328857
	Iteration 13F: 3 clusters Score -41564.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -10117.852539 Penalty: 878.665405
	Iteration 0F: 2 clusters Score -10117.85 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 106 members 
Entering Unmasked Estep 
Score: -9401.383789 Penalty: 1757.330811
	Iteration 0F: 3 clusters Score -9401.384 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9546.256836 Penalty: 1757.330811
	Iteration 1F: 3 clusters Score -9546.257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9614.704102 Penalty: 1757.330811
	Iteration 2F: 3 clusters Score -9614.704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9656.250000 Penalty: 1757.330811
	Iteration 3Q: 3 clusters Score -9656.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9661.026367 Penalty: 1757.330811
	Iteration 4Q: 3 clusters Score -9661.026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9662.584961 Penalty: 1757.330811
	Iteration 5Q: 3 clusters Score -9662.585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9662.584961 Penalty: 1757.330811
	Iteration 6F: 3 clusters Score -9662.585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (16220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Entering Unmasked Estep 
Score: -1898247.625000 Penalty: 1575.275024
	Iteration 0F: 2 clusters Score -1898248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1886989.875000 Penalty: 3150.550049
	Iteration 0F: 3 clusters Score -1886990 nChanged 7281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1890798.125000 Penalty: 3150.550049
	Iteration 1F: 3 clusters Score -1890798 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1891145.625000 Penalty: 3150.550049
	Iteration 2F: 3 clusters Score -1891146 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1891624.375000 Penalty: 3150.550049
	Iteration 3Q: 3 clusters Score -1891624 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1892224.125000 Penalty: 3150.550049
	Iteration 4Q: 3 clusters Score -1892224 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1892977.375000 Penalty: 3150.550049
	Iteration 5F: 3 clusters Score -1892977 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1893906.375000 Penalty: 3150.550049
	Iteration 6F: 3 clusters Score -1893906 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1895007.250000 Penalty: 3150.550049
	Iteration 7F: 3 clusters Score -1895007 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1896148.500000 Penalty: 3150.550049
	Iteration 8F: 3 clusters Score -1896148 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1897172.000000 Penalty: 3150.550049
	Iteration 9F: 3 clusters Score -1897172 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1897727.875000 Penalty: 3150.550049
	Iteration 10Q: 3 clusters Score -1897728 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1897904.125000 Penalty: 3150.550049
	Iteration 11Q: 3 clusters Score -1897904 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1897964.250000 Penalty: 3150.550049
	Iteration 12Q: 3 clusters Score -1897964 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1897999.375000 Penalty: 3150.550049
	Iteration 13Q: 3 clusters Score -1897999 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1898020.125000 Penalty: 3150.550049
	Iteration 14Q: 3 clusters Score -1898020 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1898040.250000 Penalty: 3150.550049
	Iteration 15Q: 3 clusters Score -1898040 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1898063.375000 Penalty: 3150.550049
	Iteration 16Q: 3 clusters Score -1898063 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1898071.875000 Penalty: 3150.550049
	Iteration 17Q: 3 clusters Score -1898072 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1898085.875000 Penalty: 3150.550049
	Iteration 18Q: 3 clusters Score -1898086 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1898094.375000 Penalty: 3150.550049
	Iteration 19Q: 3 clusters Score -1898094 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1898100.000000 Penalty: 3150.550049
	Iteration 20F: 3 clusters Score -1898100 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1898112.500000 Penalty: 3150.550049
	Iteration 21Q: 3 clusters Score -1898112 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1898118.375000 Penalty: 3150.550049
	Iteration 22Q: 3 clusters Score -1898118 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1898121.125000 Penalty: 3150.550049
	Iteration 23Q: 3 clusters Score -1898121 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1898129.125000 Penalty: 3150.550049
	Iteration 24Q: 3 clusters Score -1898129 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1898133.500000 Penalty: 3150.550049
	Iteration 25Q: 3 clusters Score -1898134 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1898135.875000 Penalty: 3150.550049
	Iteration 26Q: 3 clusters Score -1898136 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1898137.750000 Penalty: 3150.550049
	Iteration 27Q: 3 clusters Score -1898138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1898139.375000 Penalty: 3150.550049
	Iteration 28Q: 3 clusters Score -1898139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1898138.250000 Penalty: 3150.550049
	Iteration 29Q: 3 clusters Score -1898138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1898141.125000 Penalty: 3150.550049
	Iteration 30Q: 3 clusters Score -1898141 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1898138.875000 Penalty: 3150.550049
	Iteration 31Q: 3 clusters Score -1898139 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1898142.000000 Penalty: 3150.550049
	Iteration 32Q: 3 clusters Score -1898142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1898147.250000 Penalty: 3150.550049
	Iteration 33Q: 3 clusters Score -1898147 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1898151.500000 Penalty: 3150.550049
	Iteration 34Q: 3 clusters Score -1898152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1898155.375000 Penalty: 3150.550049
	Iteration 35Q: 3 clusters Score -1898155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1898151.250000 Penalty: 3150.550049
	Iteration 36Q: 3 clusters Score -1898151 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1898155.000000 Penalty: 3150.550049
	Iteration 37Q: 3 clusters Score -1898155 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1898157.625000 Penalty: 3150.550049
	Iteration 38Q: 3 clusters Score -1898158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1898155.750000 Penalty: 3150.550049
	Iteration 39Q: 3 clusters Score -1898156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1898156.250000 Penalty: 3150.550049
	Iteration 40F: 3 clusters Score -1898156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1898154.500000 Penalty: 3150.550049
	Iteration 41Q: 3 clusters Score -1898154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1898155.500000 Penalty: 3150.550049
	Iteration 42Q: 3 clusters Score -1898156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1898154.250000 Penalty: 3150.550049
	Iteration 43Q: 3 clusters Score -1898154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1898154.875000 Penalty: 3150.550049
	Iteration 44Q: 3 clusters Score -1898155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1898155.625000 Penalty: 3150.550049
	Iteration 45Q: 3 clusters Score -1898156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1898154.250000 Penalty: 3150.550049
	Iteration 46Q: 3 clusters Score -1898154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1898152.875000 Penalty: 3150.550049
	Iteration 47Q: 3 clusters Score -1898153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1898154.250000 Penalty: 3150.550049
	Iteration 48Q: 3 clusters Score -1898154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1898152.125000 Penalty: 3150.550049
	Iteration 49Q: 3 clusters Score -1898152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1898153.500000 Penalty: 3150.550049
	Iteration 50Q: 3 clusters Score -1898154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1898155.500000 Penalty: 3150.550049
	Iteration 51Q: 3 clusters Score -1898156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1898157.750000 Penalty: 3150.550049
	Iteration 52Q: 3 clusters Score -1898158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1898155.500000 Penalty: 3150.550049
	Iteration 53Q: 3 clusters Score -1898156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1898155.250000 Penalty: 3150.550049
	Iteration 54Q: 3 clusters Score -1898155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1898155.250000 Penalty: 3150.550049
	Iteration 55F: 3 clusters Score -1898155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 2495 members 
Mstep: Class 3 contains 22677 members 
Mstep: Class 4 contains 700 members 
Mstep: Class 5 contains 38764 members 
Mstep: Class 6 contains 74854 members 
Mstep: Class 7 contains 84535 members 
Mstep: Class 8 contains 38899 members 
Mstep: Class 9 contains 32361 members 
Mstep: Class 10 contains 16513 members 
Mstep: Class 11 contains 92860 members 
Mstep: Class 12 contains 84820 members 
Mstep: Class 13 contains 4306 members 
Mstep: Class 14 contains 412 members 
Mstep: Class 15 contains 1939 members 
Mstep: Class 16 contains 12346 members 
Mstep: Class 17 contains 681 members 
Mstep: Class 18 contains 299 members 
Mstep: Class 19 contains 74277 members 
Mstep: Class 20 contains 27916 members 
Mstep: Class 21 contains 503 members 
Mstep: Class 22 contains 54125 members 
Mstep: Class 23 contains 11974 members 
Mstep: Class 24 contains 107514 members 
Mstep: Class 25 contains 99769 members 
Mstep: Class 26 contains 31841 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 937 members 
Mstep: Class 29 contains 2755 members 
Mstep: Class 30 contains 110288 members 
Mstep: Class 31 contains 267 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 101424 members 
Mstep: Class 34 contains 1400 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 416 members 
Mstep: Class 37 contains 126194 members 
Mstep: Class 38 contains 12306 members 
Mstep: Class 39 contains 1273 members 
Mstep: Class 40 contains 9135 members 
Mstep: Class 41 contains 89939 members 
Mstep: Class 42 contains 471 members 
Mstep: Class 43 contains 223 members 
Mstep: Class 44 contains 16220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194666448.000000 Penalty: 114337.593750
Iteration 119Q: 50 clusters Score -1.946664e+08 nChanged 26808
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 2686 members 
Mstep: Class 3 contains 22518 members 
Mstep: Class 4 contains 690 members 
Mstep: Class 5 contains 38798 members 
Mstep: Class 6 contains 75007 members 
Mstep: Class 7 contains 85332 members 
Mstep: Class 8 contains 38929 members 
Mstep: Class 9 contains 32439 members 
Mstep: Class 10 contains 16500 members 
Mstep: Class 11 contains 92098 members 
Mstep: Class 12 contains 85023 members 
Mstep: Class 13 contains 4306 members 
Mstep: Class 14 contains 455 members 
Mstep: Class 15 contains 1938 members 
Mstep: Class 16 contains 13224 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 302 members 
Mstep: Class 19 contains 77638 members 
Mstep: Class 20 contains 27784 members 
Mstep: Class 21 contains 542 members 
Mstep: Class 22 contains 53325 members 
Mstep: Class 23 contains 11952 members 
Mstep: Class 24 contains 108185 members 
Mstep: Class 25 contains 99598 members 
Mstep: Class 26 contains 31786 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 918 members 
Mstep: Class 29 contains 2753 members 
Mstep: Class 30 contains 107307 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 266 members 
Mstep: Class 33 contains 102232 members 
Mstep: Class 34 contains 1401 members 
Mstep: Class 35 contains 468 members 
Mstep: Class 36 contains 416 members 
Mstep: Class 37 contains 125421 members 
Mstep: Class 38 contains 12356 members 
Mstep: Class 39 contains 1257 members 
Mstep: Class 40 contains 9169 members 
Mstep: Class 41 contains 93232 members 
Mstep: Class 42 contains 470 members 
Mstep: Class 43 contains 218 members 
Mstep: Class 44 contains 16010 members 
Mstep: Class 45 contains 195145 members 
Mstep: Class 46 contains 348 members 
Mstep: Class 47 contains 87396 members 
Mstep: Class 48 contains 292 members 
Mstep: Class 49 contains 35091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194674416.000000 Penalty: 114337.593750
Iteration 120F: 50 clusters Score -1.946744e+08 nChanged 25612
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 2771 members 
Mstep: Class 3 contains 21904 members 
Mstep: Class 4 contains 682 members 
Mstep: Class 5 contains 38729 members 
Mstep: Class 6 contains 75030 members 
Mstep: Class 7 contains 86144 members 
Mstep: Class 8 contains 38882 members 
Mstep: Class 9 contains 32429 members 
Mstep: Class 10 contains 16476 members 
Mstep: Class 11 contains 90172 members 
Mstep: Class 12 contains 84882 members 
Mstep: Class 13 contains 4291 members 
Mstep: Class 14 contains 476 members 
Mstep: Class 15 contains 1936 members 
Mstep: Class 16 contains 13612 members 
Mstep: Class 17 contains 683 members 
Mstep: Class 18 contains 291 members 
Mstep: Class 19 contains 78914 members 
Mstep: Class 20 contains 27217 members 
Mstep: Class 21 contains 548 members 
Mstep: Class 22 contains 52573 members 
Mstep: Class 23 contains 11913 members 
Mstep: Class 24 contains 108617 members 
Mstep: Class 25 contains 99041 members 
Mstep: Class 26 contains 31617 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 899 members 
Mstep: Class 29 contains 2752 members 
Mstep: Class 30 contains 103580 members 
Mstep: Class 31 contains 265 members 
Mstep: Class 32 contains 264 members 
Mstep: Class 33 contains 101974 members 
Mstep: Class 34 contains 1406 members 
Mstep: Class 35 contains 449 members 
Mstep: Class 36 contains 406 members 
Mstep: Class 37 contains 123849 members 
Mstep: Class 38 contains 12334 members 
Mstep: Class 39 contains 1255 members 
Mstep: Class 40 contains 9203 members 
Mstep: Class 41 contains 96056 members 
Mstep: Class 42 contains 470 members 
Mstep: Class 43 contains 213 members 
Mstep: Class 44 contains 15821 members 
Mstep: Class 45 contains 195344 members 
Mstep: Class 46 contains 404 members 
Mstep: Class 47 contains 89750 members 
Mstep: Class 48 contains 298 members 
Mstep: Class 49 contains 37260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194677200.000000 Penalty: 114337.593750
Iteration 121Q: 50 clusters Score -1.946772e+08 nChanged 23355
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 2841 members 
Mstep: Class 3 contains 21389 members 
Mstep: Class 4 contains 674 members 
Mstep: Class 5 contains 38683 members 
Mstep: Class 6 contains 75051 members 
Mstep: Class 7 contains 86978 members 
Mstep: Class 8 contains 38871 members 
Mstep: Class 9 contains 32445 members 
Mstep: Class 10 contains 16458 members 
Mstep: Class 11 contains 88093 members 
Mstep: Class 12 contains 84821 members 
Mstep: Class 13 contains 4290 members 
Mstep: Class 14 contains 486 members 
Mstep: Class 15 contains 1940 members 
Mstep: Class 16 contains 14378 members 
Mstep: Class 17 contains 683 members 
Mstep: Class 18 contains 281 members 
Mstep: Class 19 contains 80277 members 
Mstep: Class 20 contains 26930 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 51941 members 
Mstep: Class 23 contains 11887 members 
Mstep: Class 24 contains 108869 members 
Mstep: Class 25 contains 98584 members 
Mstep: Class 26 contains 31466 members 
Mstep: Class 27 contains 893 members 
Mstep: Class 28 contains 889 members 
Mstep: Class 29 contains 2745 members 
Mstep: Class 30 contains 98994 members 
Mstep: Class 31 contains 263 members 
Mstep: Class 32 contains 267 members 
Mstep: Class 33 contains 100638 members 
Mstep: Class 34 contains 1408 members 
Mstep: Class 35 contains 448 members 
Mstep: Class 36 contains 404 members 
Mstep: Class 37 contains 122577 members 
Mstep: Class 38 contains 12348 members 
Mstep: Class 39 contains 1260 members 
Mstep: Class 40 contains 9245 members 
Mstep: Class 41 contains 98980 members 
Mstep: Class 42 contains 471 members 
Mstep: Class 43 contains 211 members 
Mstep: Class 44 contains 15681 members 
Mstep: Class 45 contains 195326 members 
Mstep: Class 46 contains 425 members 
Mstep: Class 47 contains 92848 members 
Mstep: Class 48 contains 300 members 
Mstep: Class 49 contains 39410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680352.000000 Penalty: 114337.593750
Iteration 122Q: 50 clusters Score -1.946804e+08 nChanged 22428
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 2901 members 
Mstep: Class 3 contains 20927 members 
Mstep: Class 4 contains 669 members 
Mstep: Class 5 contains 38634 members 
Mstep: Class 6 contains 75066 members 
Mstep: Class 7 contains 87828 members 
Mstep: Class 8 contains 38876 members 
Mstep: Class 9 contains 32464 members 
Mstep: Class 10 contains 16442 members 
Mstep: Class 11 contains 86228 members 
Mstep: Class 12 contains 84741 members 
Mstep: Class 13 contains 4284 members 
Mstep: Class 14 contains 496 members 
Mstep: Class 15 contains 1943 members 
Mstep: Class 16 contains 15424 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 274 members 
Mstep: Class 19 contains 81421 members 
Mstep: Class 20 contains 26667 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 51438 members 
Mstep: Class 23 contains 11859 members 
Mstep: Class 24 contains 108995 members 
Mstep: Class 25 contains 98215 members 
Mstep: Class 26 contains 31321 members 
Mstep: Class 27 contains 892 members 
Mstep: Class 28 contains 876 members 
Mstep: Class 29 contains 2737 members 
Mstep: Class 30 contains 94808 members 
Mstep: Class 31 contains 263 members 
Mstep: Class 32 contains 269 members 
Mstep: Class 33 contains 98389 members 
Mstep: Class 34 contains 1406 members 
Mstep: Class 35 contains 451 members 
Mstep: Class 36 contains 403 members 
Mstep: Class 37 contains 121457 members 
Mstep: Class 38 contains 12375 members 
Mstep: Class 39 contains 1265 members 
Mstep: Class 40 contains 9293 members 
Mstep: Class 41 contains 101431 members 
Mstep: Class 42 contains 471 members 
Mstep: Class 43 contains 211 members 
Mstep: Class 44 contains 15551 members 
Mstep: Class 45 contains 195299 members 
Mstep: Class 46 contains 426 members 
Mstep: Class 47 contains 96342 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 41537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194681920.000000 Penalty: 114337.593750
Iteration 123Q: 50 clusters Score -1.946819e+08 nChanged 21615
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 2949 members 
Mstep: Class 3 contains 20551 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 38579 members 
Mstep: Class 6 contains 75081 members 
Mstep: Class 7 contains 88670 members 
Mstep: Class 8 contains 38869 members 
Mstep: Class 9 contains 32463 members 
Mstep: Class 10 contains 16426 members 
Mstep: Class 11 contains 84560 members 
Mstep: Class 12 contains 84685 members 
Mstep: Class 13 contains 4276 members 
Mstep: Class 14 contains 503 members 
Mstep: Class 15 contains 1942 members 
Mstep: Class 16 contains 16733 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 270 members 
Mstep: Class 19 contains 82383 members 
Mstep: Class 20 contains 26370 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 50928 members 
Mstep: Class 23 contains 11842 members 
Mstep: Class 24 contains 109038 members 
Mstep: Class 25 contains 97915 members 
Mstep: Class 26 contains 31179 members 
Mstep: Class 27 contains 892 members 
Mstep: Class 28 contains 871 members 
Mstep: Class 29 contains 2727 members 
Mstep: Class 30 contains 90982 members 
Mstep: Class 31 contains 263 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 95567 members 
Mstep: Class 34 contains 1405 members 
Mstep: Class 35 contains 452 members 
Mstep: Class 36 contains 402 members 
Mstep: Class 37 contains 120563 members 
Mstep: Class 38 contains 12398 members 
Mstep: Class 39 contains 1264 members 
Mstep: Class 40 contains 9346 members 
Mstep: Class 41 contains 103310 members 
Mstep: Class 42 contains 471 members 
Mstep: Class 43 contains 211 members 
Mstep: Class 44 contains 15339 members 
Mstep: Class 45 contains 195304 members 
Mstep: Class 46 contains 429 members 
Mstep: Class 47 contains 100092 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 43742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194683120.000000 Penalty: 114337.593750
Iteration 124Q: 50 clusters Score -1.946831e+08 nChanged 20466
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 2993 members 
Mstep: Class 3 contains 20179 members 
Mstep: Class 4 contains 663 members 
Mstep: Class 5 contains 38524 members 
Mstep: Class 6 contains 75083 members 
Mstep: Class 7 contains 89475 members 
Mstep: Class 8 contains 38871 members 
Mstep: Class 9 contains 32455 members 
Mstep: Class 10 contains 16404 members 
Mstep: Class 11 contains 83053 members 
Mstep: Class 12 contains 84615 members 
Mstep: Class 13 contains 4270 members 
Mstep: Class 14 contains 509 members 
Mstep: Class 15 contains 1937 members 
Mstep: Class 16 contains 18160 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 267 members 
Mstep: Class 19 contains 83366 members 
Mstep: Class 20 contains 26006 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 50443 members 
Mstep: Class 23 contains 11823 members 
Mstep: Class 24 contains 109128 members 
Mstep: Class 25 contains 97711 members 
Mstep: Class 26 contains 31044 members 
Mstep: Class 27 contains 892 members 
Mstep: Class 28 contains 872 members 
Mstep: Class 29 contains 2714 members 
Mstep: Class 30 contains 87479 members 
Mstep: Class 31 contains 264 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 92807 members 
Mstep: Class 34 contains 1404 members 
Mstep: Class 35 contains 453 members 
Mstep: Class 36 contains 397 members 
Mstep: Class 37 contains 119719 members 
Mstep: Class 38 contains 12426 members 
Mstep: Class 39 contains 1263 members 
Mstep: Class 40 contains 9398 members 
Mstep: Class 41 contains 104732 members 
Mstep: Class 42 contains 472 members 
Mstep: Class 43 contains 211 members 
Mstep: Class 44 contains 15106 members 
Mstep: Class 45 contains 195297 members 
Mstep: Class 46 contains 432 members 
Mstep: Class 47 contains 103710 members 
Mstep: Class 48 contains 307 members 
Mstep: Class 49 contains 45816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194685600.000000 Penalty: 114337.593750
Iteration 125Q: 50 clusters Score -1.946856e+08 nChanged 19317
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 3026 members 
Mstep: Class 3 contains 19776 members 
Mstep: Class 4 contains 662 members 
Mstep: Class 5 contains 38505 members 
Mstep: Class 6 contains 75068 members 
Mstep: Class 7 contains 90224 members 
Mstep: Class 8 contains 38887 members 
Mstep: Class 9 contains 32444 members 
Mstep: Class 10 contains 16390 members 
Mstep: Class 11 contains 81529 members 
Mstep: Class 12 contains 84511 members 
Mstep: Class 13 contains 4263 members 
Mstep: Class 14 contains 515 members 
Mstep: Class 15 contains 1934 members 
Mstep: Class 16 contains 19477 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 265 members 
Mstep: Class 19 contains 85544 members 
Mstep: Class 20 contains 25519 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 49989 members 
Mstep: Class 23 contains 11819 members 
Mstep: Class 24 contains 109117 members 
Mstep: Class 25 contains 97557 members 
Mstep: Class 26 contains 30921 members 
Mstep: Class 27 contains 892 members 
Mstep: Class 28 contains 871 members 
Mstep: Class 29 contains 2705 members 
Mstep: Class 30 contains 84939 members 
Mstep: Class 31 contains 263 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 90321 members 
Mstep: Class 34 contains 1404 members 
Mstep: Class 35 contains 453 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 118813 members 
Mstep: Class 38 contains 12458 members 
Mstep: Class 39 contains 1263 members 
Mstep: Class 40 contains 9443 members 
Mstep: Class 41 contains 104658 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 211 members 
Mstep: Class 44 contains 14896 members 
Mstep: Class 45 contains 195264 members 
Mstep: Class 46 contains 429 members 
Mstep: Class 47 contains 106806 members 
Mstep: Class 48 contains 307 members 
Mstep: Class 49 contains 47874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194686880.000000 Penalty: 114337.593750
Iteration 126Q: 50 clusters Score -1.946869e+08 nChanged 18339
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 3066 members 
Mstep: Class 3 contains 19311 members 
Mstep: Class 4 contains 659 members 
Mstep: Class 5 contains 38501 members 
Mstep: Class 6 contains 75062 members 
Mstep: Class 7 contains 90939 members 
Mstep: Class 8 contains 38898 members 
Mstep: Class 9 contains 32435 members 
Mstep: Class 10 contains 16358 members 
Mstep: Class 11 contains 79952 members 
Mstep: Class 12 contains 84432 members 
Mstep: Class 13 contains 4257 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 1931 members 
Mstep: Class 16 contains 20686 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 264 members 
Mstep: Class 19 contains 88332 members 
Mstep: Class 20 contains 24977 members 
Mstep: Class 21 contains 556 members 
Mstep: Class 22 contains 49591 members 
Mstep: Class 23 contains 11817 members 
Mstep: Class 24 contains 108985 members 
Mstep: Class 25 contains 97401 members 
Mstep: Class 26 contains 30814 members 
Mstep: Class 27 contains 892 members 
Mstep: Class 28 contains 870 members 
Mstep: Class 29 contains 2696 members 
Mstep: Class 30 contains 83747 members 
Mstep: Class 31 contains 261 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 88135 members 
Mstep: Class 34 contains 1401 members 
Mstep: Class 35 contains 454 members 
Mstep: Class 36 contains 396 members 
Mstep: Class 37 contains 117829 members 
Mstep: Class 38 contains 12486 members 
Mstep: Class 39 contains 1264 members 
Mstep: Class 40 contains 9500 members 
Mstep: Class 41 contains 103551 members 
Mstep: Class 42 contains 475 members 
Mstep: Class 43 contains 211 members 
Mstep: Class 44 contains 14754 members 
Mstep: Class 45 contains 195226 members 
Mstep: Class 46 contains 430 members 
Mstep: Class 47 contains 108969 members 
Mstep: Class 48 contains 307 members 
Mstep: Class 49 contains 49975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194688192.000000 Penalty: 114337.593750
Iteration 127Q: 50 clusters Score -1.946882e+08 nChanged 17771
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 3100 members 
Mstep: Class 3 contains 18820 members 
Mstep: Class 4 contains 655 members 
Mstep: Class 5 contains 38487 members 
Mstep: Class 6 contains 75045 members 
Mstep: Class 7 contains 91619 members 
Mstep: Class 8 contains 38909 members 
Mstep: Class 9 contains 32419 members 
Mstep: Class 10 contains 16327 members 
Mstep: Class 11 contains 78314 members 
Mstep: Class 12 contains 84338 members 
Mstep: Class 13 contains 4249 members 
Mstep: Class 14 contains 525 members 
Mstep: Class 15 contains 1929 members 
Mstep: Class 16 contains 21657 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 262 members 
Mstep: Class 19 contains 91454 members 
Mstep: Class 20 contains 24421 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 49194 members 
Mstep: Class 23 contains 11812 members 
Mstep: Class 24 contains 108729 members 
Mstep: Class 25 contains 97269 members 
Mstep: Class 26 contains 30736 members 
Mstep: Class 27 contains 892 members 
Mstep: Class 28 contains 866 members 
Mstep: Class 29 contains 2688 members 
Mstep: Class 30 contains 84305 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 86622 members 
Mstep: Class 34 contains 1400 members 
Mstep: Class 35 contains 454 members 
Mstep: Class 36 contains 394 members 
Mstep: Class 37 contains 116810 members 
Mstep: Class 38 contains 12516 members 
Mstep: Class 39 contains 1267 members 
Mstep: Class 40 contains 9545 members 
Mstep: Class 41 contains 101798 members 
Mstep: Class 42 contains 475 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 14756 members 
Mstep: Class 45 contains 195214 members 
Mstep: Class 46 contains 435 members 
Mstep: Class 47 contains 109528 members 
Mstep: Class 48 contains 312 members 
Mstep: Class 49 contains 51955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194689952.000000 Penalty: 114337.593750
Iteration 128Q: 50 clusters Score -1.9469e+08 nChanged 16512
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 3121 members 
Mstep: Class 3 contains 18429 members 
Mstep: Class 4 contains 654 members 
Mstep: Class 5 contains 38434 members 
Mstep: Class 6 contains 75043 members 
Mstep: Class 7 contains 92239 members 
Mstep: Class 8 contains 38908 members 
Mstep: Class 9 contains 32413 members 
Mstep: Class 10 contains 16294 members 
Mstep: Class 11 contains 76607 members 
Mstep: Class 12 contains 84265 members 
Mstep: Class 13 contains 4243 members 
Mstep: Class 14 contains 528 members 
Mstep: Class 15 contains 1927 members 
Mstep: Class 16 contains 22293 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 261 members 
Mstep: Class 19 contains 94503 members 
Mstep: Class 20 contains 23900 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 48822 members 
Mstep: Class 23 contains 11781 members 
Mstep: Class 24 contains 108545 members 
Mstep: Class 25 contains 97223 members 
Mstep: Class 26 contains 30667 members 
Mstep: Class 27 contains 892 members 
Mstep: Class 28 contains 864 members 
Mstep: Class 29 contains 2685 members 
Mstep: Class 30 contains 85485 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 85466 members 
Mstep: Class 34 contains 1397 members 
Mstep: Class 35 contains 453 members 
Mstep: Class 36 contains 394 members 
Mstep: Class 37 contains 115933 members 
Mstep: Class 38 contains 12535 members 
Mstep: Class 39 contains 1273 members 
Mstep: Class 40 contains 9585 members 
Mstep: Class 41 contains 100258 members 
Mstep: Class 42 contains 475 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 14900 members 
Mstep: Class 45 contains 195189 members 
Mstep: Class 46 contains 435 members 
Mstep: Class 47 contains 109063 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 53757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194691872.000000 Penalty: 114337.593750
Iteration 129Q: 50 clusters Score -1.946919e+08 nChanged 14560
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 3137 members 
Mstep: Class 3 contains 18116 members 
Mstep: Class 4 contains 650 members 
Mstep: Class 5 contains 38415 members 
Mstep: Class 6 contains 75024 members 
Mstep: Class 7 contains 92697 members 
Mstep: Class 8 contains 38924 members 
Mstep: Class 9 contains 32409 members 
Mstep: Class 10 contains 16262 members 
Mstep: Class 11 contains 74910 members 
Mstep: Class 12 contains 84200 members 
Mstep: Class 13 contains 4244 members 
Mstep: Class 14 contains 528 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 22723 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 260 members 
Mstep: Class 19 contains 97250 members 
Mstep: Class 20 contains 23462 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 48458 members 
Mstep: Class 23 contains 11775 members 
Mstep: Class 24 contains 108524 members 
Mstep: Class 25 contains 97236 members 
Mstep: Class 26 contains 30609 members 
Mstep: Class 27 contains 892 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 2681 members 
Mstep: Class 30 contains 86271 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 84578 members 
Mstep: Class 34 contains 1394 members 
Mstep: Class 35 contains 453 members 
Mstep: Class 36 contains 393 members 
Mstep: Class 37 contains 115004 members 
Mstep: Class 38 contains 12555 members 
Mstep: Class 39 contains 1277 members 
Mstep: Class 40 contains 9629 members 
Mstep: Class 41 contains 99793 members 
Mstep: Class 42 contains 474 members 
Mstep: Class 43 contains 213 members 
Mstep: Class 44 contains 15083 members 
Mstep: Class 45 contains 195159 members 
Mstep: Class 46 contains 440 members 
Mstep: Class 47 contains 108050 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 55363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194693232.000000 Penalty: 114337.593750
Iteration 130Q: 50 clusters Score -1.946932e+08 nChanged 13649
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 3144 members 
Mstep: Class 3 contains 17840 members 
Mstep: Class 4 contains 649 members 
Mstep: Class 5 contains 38387 members 
Mstep: Class 6 contains 75001 members 
Mstep: Class 7 contains 93054 members 
Mstep: Class 8 contains 38933 members 
Mstep: Class 9 contains 32404 members 
Mstep: Class 10 contains 16237 members 
Mstep: Class 11 contains 73183 members 
Mstep: Class 12 contains 84138 members 
Mstep: Class 13 contains 4243 members 
Mstep: Class 14 contains 530 members 
Mstep: Class 15 contains 1921 members 
Mstep: Class 16 contains 22928 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 259 members 
Mstep: Class 19 contains 99664 members 
Mstep: Class 20 contains 23026 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 48115 members 
Mstep: Class 23 contains 11767 members 
Mstep: Class 24 contains 108626 members 
Mstep: Class 25 contains 97250 members 
Mstep: Class 26 contains 30590 members 
Mstep: Class 27 contains 891 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 2679 members 
Mstep: Class 30 contains 87289 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 83994 members 
Mstep: Class 34 contains 1390 members 
Mstep: Class 35 contains 454 members 
Mstep: Class 36 contains 391 members 
Mstep: Class 37 contains 114172 members 
Mstep: Class 38 contains 12576 members 
Mstep: Class 39 contains 1277 members 
Mstep: Class 40 contains 9666 members 
Mstep: Class 41 contains 99627 members 
Mstep: Class 42 contains 474 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 15326 members 
Mstep: Class 45 contains 195125 members 
Mstep: Class 46 contains 444 members 
Mstep: Class 47 contains 106690 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 56824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194694976.000000 Penalty: 114337.593750
Iteration 131Q: 50 clusters Score -1.94695e+08 nChanged 13025
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 3168 members 
Mstep: Class 3 contains 17558 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 38387 members 
Mstep: Class 6 contains 74992 members 
Mstep: Class 7 contains 93349 members 
Mstep: Class 8 contains 38943 members 
Mstep: Class 9 contains 32411 members 
Mstep: Class 10 contains 16202 members 
Mstep: Class 11 contains 71465 members 
Mstep: Class 12 contains 84100 members 
Mstep: Class 13 contains 4239 members 
Mstep: Class 14 contains 529 members 
Mstep: Class 15 contains 1921 members 
Mstep: Class 16 contains 23110 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 259 members 
Mstep: Class 19 contains 101659 members 
Mstep: Class 20 contains 22606 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 47718 members 
Mstep: Class 23 contains 11756 members 
Mstep: Class 24 contains 108718 members 
Mstep: Class 25 contains 97288 members 
Mstep: Class 26 contains 30580 members 
Mstep: Class 27 contains 891 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 2675 members 
Mstep: Class 30 contains 88051 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 83493 members 
Mstep: Class 34 contains 1389 members 
Mstep: Class 35 contains 456 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 113399 members 
Mstep: Class 38 contains 12590 members 
Mstep: Class 39 contains 1277 members 
Mstep: Class 40 contains 9697 members 
Mstep: Class 41 contains 99747 members 
Mstep: Class 42 contains 474 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 15585 members 
Mstep: Class 45 contains 195065 members 
Mstep: Class 46 contains 448 members 
Mstep: Class 47 contains 105554 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 58324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194695600.000000 Penalty: 114337.593750
Iteration 132Q: 50 clusters Score -1.946956e+08 nChanged 12445
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 3182 members 
Mstep: Class 3 contains 17257 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 38363 members 
Mstep: Class 6 contains 74971 members 
Mstep: Class 7 contains 93564 members 
Mstep: Class 8 contains 38959 members 
Mstep: Class 9 contains 32411 members 
Mstep: Class 10 contains 16162 members 
Mstep: Class 11 contains 69735 members 
Mstep: Class 12 contains 84074 members 
Mstep: Class 13 contains 4240 members 
Mstep: Class 14 contains 530 members 
Mstep: Class 15 contains 1922 members 
Mstep: Class 16 contains 23204 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 259 members 
Mstep: Class 19 contains 102937 members 
Mstep: Class 20 contains 22152 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 47369 members 
Mstep: Class 23 contains 11732 members 
Mstep: Class 24 contains 108841 members 
Mstep: Class 25 contains 97347 members 
Mstep: Class 26 contains 30545 members 
Mstep: Class 27 contains 891 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 2675 members 
Mstep: Class 30 contains 88708 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 83179 members 
Mstep: Class 34 contains 1390 members 
Mstep: Class 35 contains 457 members 
Mstep: Class 36 contains 385 members 
Mstep: Class 37 contains 112814 members 
Mstep: Class 38 contains 12611 members 
Mstep: Class 39 contains 1277 members 
Mstep: Class 40 contains 9744 members 
Mstep: Class 41 contains 100324 members 
Mstep: Class 42 contains 474 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 15854 members 
Mstep: Class 45 contains 195032 members 
Mstep: Class 46 contains 450 members 
Mstep: Class 47 contains 104630 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 59756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696448.000000 Penalty: 114337.593750
Iteration 133Q: 50 clusters Score -1.946964e+08 nChanged 12479
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 3191 members 
Mstep: Class 3 contains 16985 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 38371 members 
Mstep: Class 6 contains 74945 members 
Mstep: Class 7 contains 93741 members 
Mstep: Class 8 contains 38965 members 
Mstep: Class 9 contains 32415 members 
Mstep: Class 10 contains 16134 members 
Mstep: Class 11 contains 68042 members 
Mstep: Class 12 contains 84070 members 
Mstep: Class 13 contains 4237 members 
Mstep: Class 14 contains 530 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 23319 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 259 members 
Mstep: Class 19 contains 103634 members 
Mstep: Class 20 contains 21749 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 47066 members 
Mstep: Class 23 contains 11712 members 
Mstep: Class 24 contains 108976 members 
Mstep: Class 25 contains 97422 members 
Mstep: Class 26 contains 30508 members 
Mstep: Class 27 contains 891 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 2670 members 
Mstep: Class 30 contains 89366 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 82827 members 
Mstep: Class 34 contains 1388 members 
Mstep: Class 35 contains 457 members 
Mstep: Class 36 contains 385 members 
Mstep: Class 37 contains 112281 members 
Mstep: Class 38 contains 12638 members 
Mstep: Class 39 contains 1277 members 
Mstep: Class 40 contains 9778 members 
Mstep: Class 41 contains 101396 members 
Mstep: Class 42 contains 474 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 16167 members 
Mstep: Class 45 contains 195007 members 
Mstep: Class 46 contains 450 members 
Mstep: Class 47 contains 103727 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 61012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696880.000000 Penalty: 114337.593750
Iteration 134Q: 50 clusters Score -1.946969e+08 nChanged 12774
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 3199 members 
Mstep: Class 3 contains 16717 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 38376 members 
Mstep: Class 6 contains 74924 members 
Mstep: Class 7 contains 93820 members 
Mstep: Class 8 contains 38968 members 
Mstep: Class 9 contains 32412 members 
Mstep: Class 10 contains 16111 members 
Mstep: Class 11 contains 66406 members 
Mstep: Class 12 contains 84097 members 
Mstep: Class 13 contains 4228 members 
Mstep: Class 14 contains 530 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 23383 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 259 members 
Mstep: Class 19 contains 103852 members 
Mstep: Class 20 contains 21333 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 46789 members 
Mstep: Class 23 contains 11690 members 
Mstep: Class 24 contains 109094 members 
Mstep: Class 25 contains 97505 members 
Mstep: Class 26 contains 30457 members 
Mstep: Class 27 contains 892 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 2662 members 
Mstep: Class 30 contains 90038 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 82476 members 
Mstep: Class 34 contains 1389 members 
Mstep: Class 35 contains 457 members 
Mstep: Class 36 contains 385 members 
Mstep: Class 37 contains 111792 members 
Mstep: Class 38 contains 12658 members 
Mstep: Class 39 contains 1277 members 
Mstep: Class 40 contains 9825 members 
Mstep: Class 41 contains 102768 members 
Mstep: Class 42 contains 474 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 16487 members 
Mstep: Class 45 contains 194976 members 
Mstep: Class 46 contains 450 members 
Mstep: Class 47 contains 102951 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 62319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697776.000000 Penalty: 114337.593750
Iteration 135Q: 50 clusters Score -1.946978e+08 nChanged 13320
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 3201 members 
Mstep: Class 3 contains 16488 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 38353 members 
Mstep: Class 6 contains 74910 members 
Mstep: Class 7 contains 93759 members 
Mstep: Class 8 contains 38965 members 
Mstep: Class 9 contains 32412 members 
Mstep: Class 10 contains 16104 members 
Mstep: Class 11 contains 64813 members 
Mstep: Class 12 contains 84159 members 
Mstep: Class 13 contains 4221 members 
Mstep: Class 14 contains 530 members 
Mstep: Class 15 contains 1923 members 
Mstep: Class 16 contains 23365 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 259 members 
Mstep: Class 19 contains 104097 members 
Mstep: Class 20 contains 20902 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 46533 members 
Mstep: Class 23 contains 11675 members 
Mstep: Class 24 contains 109183 members 
Mstep: Class 25 contains 97607 members 
Mstep: Class 26 contains 30397 members 
Mstep: Class 27 contains 892 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 2658 members 
Mstep: Class 30 contains 90081 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 82183 members 
Mstep: Class 34 contains 1389 members 
Mstep: Class 35 contains 457 members 
Mstep: Class 36 contains 385 members 
Mstep: Class 37 contains 111574 members 
Mstep: Class 38 contains 12674 members 
Mstep: Class 39 contains 1277 members 
Mstep: Class 40 contains 9871 members 
Mstep: Class 41 contains 104640 members 
Mstep: Class 42 contains 474 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 16832 members 
Mstep: Class 45 contains 194960 members 
Mstep: Class 46 contains 450 members 
Mstep: Class 47 contains 102090 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 63569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697968.000000 Penalty: 114337.593750
Iteration 136Q: 50 clusters Score -1.94698e+08 nChanged 13297
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 3199 members 
Mstep: Class 3 contains 16262 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 38333 members 
Mstep: Class 6 contains 74881 members 
Mstep: Class 7 contains 93597 members 
Mstep: Class 8 contains 38969 members 
Mstep: Class 9 contains 32416 members 
Mstep: Class 10 contains 16103 members 
Mstep: Class 11 contains 63263 members 
Mstep: Class 12 contains 84225 members 
Mstep: Class 13 contains 4212 members 
Mstep: Class 14 contains 530 members 
Mstep: Class 15 contains 1918 members 
Mstep: Class 16 contains 23210 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 259 members 
Mstep: Class 19 contains 104053 members 
Mstep: Class 20 contains 20459 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 46303 members 
Mstep: Class 23 contains 11668 members 
Mstep: Class 24 contains 109173 members 
Mstep: Class 25 contains 97686 members 
Mstep: Class 26 contains 30347 members 
Mstep: Class 27 contains 892 members 
Mstep: Class 28 contains 862 members 
Mstep: Class 29 contains 2654 members 
Mstep: Class 30 contains 90185 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 81960 members 
Mstep: Class 34 contains 1390 members 
Mstep: Class 35 contains 457 members 
Mstep: Class 36 contains 385 members 
Mstep: Class 37 contains 111632 members 
Mstep: Class 38 contains 12700 members 
Mstep: Class 39 contains 1277 members 
Mstep: Class 40 contains 9913 members 
Mstep: Class 41 contains 106494 members 
Mstep: Class 42 contains 474 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 17201 members 
Mstep: Class 45 contains 194939 members 
Mstep: Class 46 contains 450 members 
Mstep: Class 47 contains 101349 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 64869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194699008.000000 Penalty: 114337.593750
Iteration 137Q: 50 clusters Score -1.94699e+08 nChanged 13723
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 3200 members 
Mstep: Class 3 contains 16036 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 38314 members 
Mstep: Class 6 contains 74865 members 
Mstep: Class 7 contains 93289 members 
Mstep: Class 8 contains 38969 members 
Mstep: Class 9 contains 32416 members 
Mstep: Class 10 contains 16091 members 
Mstep: Class 11 contains 61704 members 
Mstep: Class 12 contains 84287 members 
Mstep: Class 13 contains 4210 members 
Mstep: Class 14 contains 530 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 23005 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 259 members 
Mstep: Class 19 contains 103920 members 
Mstep: Class 20 contains 19991 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 46108 members 
Mstep: Class 23 contains 11659 members 
Mstep: Class 24 contains 109177 members 
Mstep: Class 25 contains 97770 members 
Mstep: Class 26 contains 30318 members 
Mstep: Class 27 contains 892 members 
Mstep: Class 28 contains 862 members 
Mstep: Class 29 contains 2650 members 
Mstep: Class 30 contains 90127 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 81720 members 
Mstep: Class 34 contains 1389 members 
Mstep: Class 35 contains 457 members 
Mstep: Class 36 contains 385 members 
Mstep: Class 37 contains 111667 members 
Mstep: Class 38 contains 12719 members 
Mstep: Class 39 contains 1277 members 
Mstep: Class 40 contains 9946 members 
Mstep: Class 41 contains 108544 members 
Mstep: Class 42 contains 474 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 17600 members 
Mstep: Class 45 contains 194906 members 
Mstep: Class 46 contains 450 members 
Mstep: Class 47 contains 100689 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 66332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194698992.000000 Penalty: 114337.593750
Iteration 138Q: 50 clusters Score -1.94699e+08 nChanged 13750
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 3203 members 
Mstep: Class 3 contains 15778 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 38313 members 
Mstep: Class 6 contains 74849 members 
Mstep: Class 7 contains 92863 members 
Mstep: Class 8 contains 38968 members 
Mstep: Class 9 contains 32415 members 
Mstep: Class 10 contains 16077 members 
Mstep: Class 11 contains 60220 members 
Mstep: Class 12 contains 84332 members 
Mstep: Class 13 contains 4208 members 
Mstep: Class 14 contains 530 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 22761 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 259 members 
Mstep: Class 19 contains 103736 members 
Mstep: Class 20 contains 19495 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 45914 members 
Mstep: Class 23 contains 11646 members 
Mstep: Class 24 contains 109078 members 
Mstep: Class 25 contains 97869 members 
Mstep: Class 26 contains 30290 members 
Mstep: Class 27 contains 892 members 
Mstep: Class 28 contains 862 members 
Mstep: Class 29 contains 2645 members 
Mstep: Class 30 contains 90328 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 81506 members 
Mstep: Class 34 contains 1389 members 
Mstep: Class 35 contains 457 members 
Mstep: Class 36 contains 385 members 
Mstep: Class 37 contains 111790 members 
Mstep: Class 38 contains 12733 members 
Mstep: Class 39 contains 1277 members 
Mstep: Class 40 contains 9969 members 
Mstep: Class 41 contains 110525 members 
Mstep: Class 42 contains 474 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 17968 members 
Mstep: Class 45 contains 194877 members 
Mstep: Class 46 contains 450 members 
Mstep: Class 47 contains 100003 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 67835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697360.000000 Penalty: 114337.593750
Iteration 139Q: 50 clusters Score -1.946974e+08 nChanged 14200
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 3209 members 
Mstep: Class 3 contains 15536 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 38326 members 
Mstep: Class 6 contains 74830 members 
Mstep: Class 7 contains 92303 members 
Mstep: Class 8 contains 38961 members 
Mstep: Class 9 contains 32415 members 
Mstep: Class 10 contains 16065 members 
Mstep: Class 11 contains 58860 members 
Mstep: Class 12 contains 84404 members 
Mstep: Class 13 contains 4209 members 
Mstep: Class 14 contains 530 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 22526 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 259 members 
Mstep: Class 19 contains 103301 members 
Mstep: Class 20 contains 18991 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 45697 members 
Mstep: Class 23 contains 11633 members 
Mstep: Class 24 contains 109006 members 
Mstep: Class 25 contains 97990 members 
Mstep: Class 26 contains 30260 members 
Mstep: Class 27 contains 892 members 
Mstep: Class 28 contains 862 members 
Mstep: Class 29 contains 2641 members 
Mstep: Class 30 contains 90576 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 81430 members 
Mstep: Class 34 contains 1387 members 
Mstep: Class 35 contains 457 members 
Mstep: Class 36 contains 385 members 
Mstep: Class 37 contains 111936 members 
Mstep: Class 38 contains 12744 members 
Mstep: Class 39 contains 1277 members 
Mstep: Class 40 contains 9990 members 
Mstep: Class 41 contains 112487 members 
Mstep: Class 42 contains 474 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 18317 members 
Mstep: Class 45 contains 194837 members 
Mstep: Class 46 contains 450 members 
Mstep: Class 47 contains 99168 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 69504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697856.000000 Penalty: 114337.593750
Iteration 140F: 50 clusters Score -1.946979e+08 nChanged 14186
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 3215 members 
Mstep: Class 3 contains 15256 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 38364 members 
Mstep: Class 6 contains 74813 members 
Mstep: Class 7 contains 91672 members 
Mstep: Class 8 contains 38953 members 
Mstep: Class 9 contains 32423 members 
Mstep: Class 10 contains 16043 members 
Mstep: Class 11 contains 57506 members 
Mstep: Class 12 contains 84426 members 
Mstep: Class 13 contains 4210 members 
Mstep: Class 14 contains 530 members 
Mstep: Class 15 contains 1918 members 
Mstep: Class 16 contains 22246 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 252 members 
Mstep: Class 19 contains 102859 members 
Mstep: Class 20 contains 18393 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 45493 members 
Mstep: Class 23 contains 11627 members 
Mstep: Class 24 contains 108735 members 
Mstep: Class 25 contains 98052 members 
Mstep: Class 26 contains 30227 members 
Mstep: Class 27 contains 892 members 
Mstep: Class 28 contains 862 members 
Mstep: Class 29 contains 2639 members 
Mstep: Class 30 contains 91109 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 81108 members 
Mstep: Class 34 contains 1386 members 
Mstep: Class 35 contains 457 members 
Mstep: Class 36 contains 383 members 
Mstep: Class 37 contains 111805 members 
Mstep: Class 38 contains 12758 members 
Mstep: Class 39 contains 1277 members 
Mstep: Class 40 contains 10005 members 
Mstep: Class 41 contains 114597 members 
Mstep: Class 42 contains 474 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 18646 members 
Mstep: Class 45 contains 194800 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 98729 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 71396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194699680.000000 Penalty: 114337.593750
Iteration 141Q: 50 clusters Score -1.946997e+08 nChanged 14479
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 3221 members 
Mstep: Class 3 contains 14954 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 38374 members 
Mstep: Class 6 contains 74805 members 
Mstep: Class 7 contains 90940 members 
Mstep: Class 8 contains 38941 members 
Mstep: Class 9 contains 32429 members 
Mstep: Class 10 contains 16026 members 
Mstep: Class 11 contains 56186 members 
Mstep: Class 12 contains 84465 members 
Mstep: Class 13 contains 4204 members 
Mstep: Class 14 contains 530 members 
Mstep: Class 15 contains 1916 members 
Mstep: Class 16 contains 21963 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 249 members 
Mstep: Class 19 contains 102465 members 
Mstep: Class 20 contains 17719 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 45284 members 
Mstep: Class 23 contains 11613 members 
Mstep: Class 24 contains 108474 members 
Mstep: Class 25 contains 98048 members 
Mstep: Class 26 contains 30194 members 
Mstep: Class 27 contains 892 members 
Mstep: Class 28 contains 862 members 
Mstep: Class 29 contains 2638 members 
Mstep: Class 30 contains 91866 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 80914 members 
Mstep: Class 34 contains 1386 members 
Mstep: Class 35 contains 457 members 
Mstep: Class 36 contains 380 members 
Mstep: Class 37 contains 111433 members 
Mstep: Class 38 contains 12757 members 
Mstep: Class 39 contains 1277 members 
Mstep: Class 40 contains 10032 members 
Mstep: Class 41 contains 117121 members 
Mstep: Class 42 contains 474 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 18962 members 
Mstep: Class 45 contains 194781 members 
Mstep: Class 46 contains 466 members 
Mstep: Class 47 contains 98210 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 73053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194700144.000000 Penalty: 114337.593750
Iteration 142Q: 50 clusters Score -1.947001e+08 nChanged 14574
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 3225 members 
Mstep: Class 3 contains 14612 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 38357 members 
Mstep: Class 6 contains 74773 members 
Mstep: Class 7 contains 90258 members 
Mstep: Class 8 contains 38940 members 
Mstep: Class 9 contains 32423 members 
Mstep: Class 10 contains 16017 members 
Mstep: Class 11 contains 54888 members 
Mstep: Class 12 contains 84518 members 
Mstep: Class 13 contains 4201 members 
Mstep: Class 14 contains 530 members 
Mstep: Class 15 contains 1916 members 
Mstep: Class 16 contains 21681 members 
Mstep: Class 17 contains 682 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 101887 members 
Mstep: Class 20 contains 16989 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 45043 members 
Mstep: Class 23 contains 11591 members 
Mstep: Class 24 contains 108186 members 
Mstep: Class 25 contains 98100 members 
Mstep: Class 26 contains 30176 members 
Mstep: Class 27 contains 892 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 2637 members 
Mstep: Class 30 contains 93229 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 80644 members 
Mstep: Class 34 contains 1386 members 
Mstep: Class 35 contains 457 members 
Mstep: Class 36 contains 379 members 
Mstep: Class 37 contains 110947 members 
Mstep: Class 38 contains 12770 members 
Mstep: Class 39 contains 1277 members 
Mstep: Class 40 contains 10046 members 
Mstep: Class 41 contains 119602 members 
Mstep: Class 42 contains 474 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 19277 members 
Mstep: Class 45 contains 194753 members 
Mstep: Class 46 contains 468 members 
Mstep: Class 47 contains 97777 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 74495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194699504.000000 Penalty: 114337.593750
Iteration 143Q: 50 clusters Score -1.946995e+08 nChanged 15111
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 3226 members 
Mstep: Class 3 contains 14245 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 38363 members 
Mstep: Class 6 contains 74737 members 
Mstep: Class 7 contains 89464 members 
Mstep: Class 8 contains 38926 members 
Mstep: Class 9 contains 32423 members 
Mstep: Class 10 contains 16019 members 
Mstep: Class 11 contains 53670 members 
Mstep: Class 12 contains 84603 members 
Mstep: Class 13 contains 4198 members 
Mstep: Class 14 contains 530 members 
Mstep: Class 15 contains 1916 members 
Mstep: Class 16 contains 21436 members 
Mstep: Class 17 contains 683 members 
Mstep: Class 18 contains 247 members 
Mstep: Class 19 contains 101069 members 
Mstep: Class 20 contains 16275 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 44752 members 
Mstep: Class 23 contains 11583 members 
Mstep: Class 24 contains 107946 members 
Mstep: Class 25 contains 98153 members 
Mstep: Class 26 contains 30158 members 
Mstep: Class 27 contains 892 members 
Mstep: Class 28 contains 861 members 
Mstep: Class 29 contains 2636 members 
Mstep: Class 30 contains 94886 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 80373 members 
Mstep: Class 34 contains 1388 members 
Mstep: Class 35 contains 457 members 
Mstep: Class 36 contains 379 members 
Mstep: Class 37 contains 110452 members 
Mstep: Class 38 contains 12781 members 
Mstep: Class 39 contains 1278 members 
Mstep: Class 40 contains 10057 members 
Mstep: Class 41 contains 122176 members 
Mstep: Class 42 contains 474 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 19595 members 
Mstep: Class 45 contains 194727 members 
Mstep: Class 46 contains 469 members 
Mstep: Class 47 contains 97306 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 75781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194699696.000000 Penalty: 114337.593750
Iteration 144Q: 50 clusters Score -1.946997e+08 nChanged 15608
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 3227 members 
Mstep: Class 3 contains 13866 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 38358 members 
Mstep: Class 6 contains 74717 members 
Mstep: Class 7 contains 88569 members 
Mstep: Class 8 contains 38923 members 
Mstep: Class 9 contains 32424 members 
Mstep: Class 10 contains 16012 members 
Mstep: Class 11 contains 52442 members 
Mstep: Class 12 contains 84711 members 
Mstep: Class 13 contains 4199 members 
Mstep: Class 14 contains 530 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 21240 members 
Mstep: Class 17 contains 684 members 
Mstep: Class 18 contains 247 members 
Mstep: Class 19 contains 99996 members 
Mstep: Class 20 contains 15609 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 44446 members 
Mstep: Class 23 contains 11562 members 
Mstep: Class 24 contains 107711 members 
Mstep: Class 25 contains 98243 members 
Mstep: Class 26 contains 30147 members 
Mstep: Class 27 contains 892 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 2635 members 
Mstep: Class 30 contains 96940 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 80165 members 
Mstep: Class 34 contains 1387 members 
Mstep: Class 35 contains 457 members 
Mstep: Class 36 contains 379 members 
Mstep: Class 37 contains 110004 members 
Mstep: Class 38 contains 12787 members 
Mstep: Class 39 contains 1280 members 
Mstep: Class 40 contains 10070 members 
Mstep: Class 41 contains 124803 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 19854 members 
Mstep: Class 45 contains 194691 members 
Mstep: Class 46 contains 469 members 
Mstep: Class 47 contains 96749 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 76879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194698896.000000 Penalty: 114337.593750
Iteration 145Q: 50 clusters Score -1.946989e+08 nChanged 16012
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 3228 members 
Mstep: Class 3 contains 13482 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 38374 members 
Mstep: Class 6 contains 74699 members 
Mstep: Class 7 contains 87670 members 
Mstep: Class 8 contains 38906 members 
Mstep: Class 9 contains 32429 members 
Mstep: Class 10 contains 16008 members 
Mstep: Class 11 contains 51223 members 
Mstep: Class 12 contains 84795 members 
Mstep: Class 13 contains 4199 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 1916 members 
Mstep: Class 16 contains 21109 members 
Mstep: Class 17 contains 684 members 
Mstep: Class 18 contains 247 members 
Mstep: Class 19 contains 98935 members 
Mstep: Class 20 contains 14928 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 44124 members 
Mstep: Class 23 contains 11537 members 
Mstep: Class 24 contains 107564 members 
Mstep: Class 25 contains 98331 members 
Mstep: Class 26 contains 30137 members 
Mstep: Class 27 contains 892 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 2633 members 
Mstep: Class 30 contains 98931 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 79892 members 
Mstep: Class 34 contains 1386 members 
Mstep: Class 35 contains 457 members 
Mstep: Class 36 contains 379 members 
Mstep: Class 37 contains 109433 members 
Mstep: Class 38 contains 12795 members 
Mstep: Class 39 contains 1279 members 
Mstep: Class 40 contains 10086 members 
Mstep: Class 41 contains 127850 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 20102 members 
Mstep: Class 45 contains 194654 members 
Mstep: Class 46 contains 469 members 
Mstep: Class 47 contains 96271 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 77603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194698160.000000 Penalty: 114337.593750
Iteration 146Q: 50 clusters Score -1.946982e+08 nChanged 16811
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 3230 members 
Mstep: Class 3 contains 13042 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 38361 members 
Mstep: Class 6 contains 74664 members 
Mstep: Class 7 contains 86771 members 
Mstep: Class 8 contains 38897 members 
Mstep: Class 9 contains 32432 members 
Mstep: Class 10 contains 16006 members 
Mstep: Class 11 contains 50058 members 
Mstep: Class 12 contains 84899 members 
Mstep: Class 13 contains 4200 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 20969 members 
Mstep: Class 17 contains 684 members 
Mstep: Class 18 contains 247 members 
Mstep: Class 19 contains 98032 members 
Mstep: Class 20 contains 14173 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 43790 members 
Mstep: Class 23 contains 11517 members 
Mstep: Class 24 contains 107215 members 
Mstep: Class 25 contains 98443 members 
Mstep: Class 26 contains 30132 members 
Mstep: Class 27 contains 892 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 2633 members 
Mstep: Class 30 contains 101568 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 79661 members 
Mstep: Class 34 contains 1380 members 
Mstep: Class 35 contains 457 members 
Mstep: Class 36 contains 379 members 
Mstep: Class 37 contains 108926 members 
Mstep: Class 38 contains 12803 members 
Mstep: Class 39 contains 1279 members 
Mstep: Class 40 contains 10104 members 
Mstep: Class 41 contains 130806 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 20354 members 
Mstep: Class 45 contains 194607 members 
Mstep: Class 46 contains 469 members 
Mstep: Class 47 contains 95621 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 77970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696640.000000 Penalty: 114337.593750
Iteration 147Q: 50 clusters Score -1.946966e+08 nChanged 16852
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 3231 members 
Mstep: Class 3 contains 12608 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 38327 members 
Mstep: Class 6 contains 74622 members 
Mstep: Class 7 contains 85818 members 
Mstep: Class 8 contains 38888 members 
Mstep: Class 9 contains 32441 members 
Mstep: Class 10 contains 16004 members 
Mstep: Class 11 contains 48962 members 
Mstep: Class 12 contains 85016 members 
Mstep: Class 13 contains 4202 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 20794 members 
Mstep: Class 17 contains 684 members 
Mstep: Class 18 contains 247 members 
Mstep: Class 19 contains 97104 members 
Mstep: Class 20 contains 13427 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 43483 members 
Mstep: Class 23 contains 11502 members 
Mstep: Class 24 contains 106951 members 
Mstep: Class 25 contains 98552 members 
Mstep: Class 26 contains 30136 members 
Mstep: Class 27 contains 892 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 2633 members 
Mstep: Class 30 contains 104207 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 79454 members 
Mstep: Class 34 contains 1377 members 
Mstep: Class 35 contains 457 members 
Mstep: Class 36 contains 379 members 
Mstep: Class 37 contains 108313 members 
Mstep: Class 38 contains 12808 members 
Mstep: Class 39 contains 1279 members 
Mstep: Class 40 contains 10119 members 
Mstep: Class 41 contains 133759 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 20573 members 
Mstep: Class 45 contains 194556 members 
Mstep: Class 46 contains 469 members 
Mstep: Class 47 contains 95074 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 78283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194695584.000000 Penalty: 114337.593750
Iteration 148Q: 50 clusters Score -1.946956e+08 nChanged 17099
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 3232 members 
Mstep: Class 3 contains 12169 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 38301 members 
Mstep: Class 6 contains 74582 members 
Mstep: Class 7 contains 84789 members 
Mstep: Class 8 contains 38869 members 
Mstep: Class 9 contains 32450 members 
Mstep: Class 10 contains 16001 members 
Mstep: Class 11 contains 47956 members 
Mstep: Class 12 contains 85101 members 
Mstep: Class 13 contains 4204 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 1913 members 
Mstep: Class 16 contains 20464 members 
Mstep: Class 17 contains 684 members 
Mstep: Class 18 contains 247 members 
Mstep: Class 19 contains 96153 members 
Mstep: Class 20 contains 12714 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 43165 members 
Mstep: Class 23 contains 11485 members 
Mstep: Class 24 contains 106735 members 
Mstep: Class 25 contains 98647 members 
Mstep: Class 26 contains 30134 members 
Mstep: Class 27 contains 892 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 2632 members 
Mstep: Class 30 contains 107224 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 79283 members 
Mstep: Class 34 contains 1378 members 
Mstep: Class 35 contains 457 members 
Mstep: Class 36 contains 379 members 
Mstep: Class 37 contains 107842 members 
Mstep: Class 38 contains 12813 members 
Mstep: Class 39 contains 1279 members 
Mstep: Class 40 contains 10137 members 
Mstep: Class 41 contains 136384 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 20788 members 
Mstep: Class 45 contains 194523 members 
Mstep: Class 46 contains 469 members 
Mstep: Class 47 contains 94412 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 78623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194694608.000000 Penalty: 114337.593750
Iteration 149Q: 50 clusters Score -1.946946e+08 nChanged 16789
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 3232 members 
Mstep: Class 3 contains 11734 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 38276 members 
Mstep: Class 6 contains 74538 members 
Mstep: Class 7 contains 83692 members 
Mstep: Class 8 contains 38853 members 
Mstep: Class 9 contains 32452 members 
Mstep: Class 10 contains 16009 members 
Mstep: Class 11 contains 46998 members 
Mstep: Class 12 contains 85182 members 
Mstep: Class 13 contains 4201 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 20090 members 
Mstep: Class 17 contains 684 members 
Mstep: Class 18 contains 247 members 
Mstep: Class 19 contains 95481 members 
Mstep: Class 20 contains 12071 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 42827 members 
Mstep: Class 23 contains 11470 members 
Mstep: Class 24 contains 106625 members 
Mstep: Class 25 contains 98730 members 
Mstep: Class 26 contains 30133 members 
Mstep: Class 27 contains 892 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 2629 members 
Mstep: Class 30 contains 110047 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 79098 members 
Mstep: Class 34 contains 1381 members 
Mstep: Class 35 contains 457 members 
Mstep: Class 36 contains 379 members 
Mstep: Class 37 contains 107376 members 
Mstep: Class 38 contains 12822 members 
Mstep: Class 39 contains 1278 members 
Mstep: Class 40 contains 10158 members 
Mstep: Class 41 contains 138740 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 21034 members 
Mstep: Class 45 contains 194471 members 
Mstep: Class 46 contains 469 members 
Mstep: Class 47 contains 93763 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 79043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194693472.000000 Penalty: 114337.593750
Iteration 150Q: 50 clusters Score -1.946935e+08 nChanged 16635
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 3233 members 
Mstep: Class 3 contains 11310 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 38243 members 
Mstep: Class 6 contains 74503 members 
Mstep: Class 7 contains 82510 members 
Mstep: Class 8 contains 38841 members 
Mstep: Class 9 contains 32454 members 
Mstep: Class 10 contains 16013 members 
Mstep: Class 11 contains 46066 members 
Mstep: Class 12 contains 85269 members 
Mstep: Class 13 contains 4200 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 19808 members 
Mstep: Class 17 contains 684 members 
Mstep: Class 18 contains 247 members 
Mstep: Class 19 contains 95406 members 
Mstep: Class 20 contains 11388 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 42448 members 
Mstep: Class 23 contains 11455 members 
Mstep: Class 24 contains 106616 members 
Mstep: Class 25 contains 98771 members 
Mstep: Class 26 contains 30139 members 
Mstep: Class 27 contains 892 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 2628 members 
Mstep: Class 30 contains 112790 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 78990 members 
Mstep: Class 34 contains 1384 members 
Mstep: Class 35 contains 457 members 
Mstep: Class 36 contains 379 members 
Mstep: Class 37 contains 106836 members 
Mstep: Class 38 contains 12831 members 
Mstep: Class 39 contains 1278 members 
Mstep: Class 40 contains 10166 members 
Mstep: Class 41 contains 140484 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 21287 members 
Mstep: Class 45 contains 194430 members 
Mstep: Class 46 contains 469 members 
Mstep: Class 47 contains 93107 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 79507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194692080.000000 Penalty: 114337.593750
Iteration 151Q: 50 clusters Score -1.946921e+08 nChanged 16741
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 3233 members 
Mstep: Class 3 contains 10848 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 38215 members 
Mstep: Class 6 contains 74475 members 
Mstep: Class 7 contains 81256 members 
Mstep: Class 8 contains 38834 members 
Mstep: Class 9 contains 32459 members 
Mstep: Class 10 contains 16008 members 
Mstep: Class 11 contains 45216 members 
Mstep: Class 12 contains 85388 members 
Mstep: Class 13 contains 4197 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 19479 members 
Mstep: Class 17 contains 684 members 
Mstep: Class 18 contains 247 members 
Mstep: Class 19 contains 96476 members 
Mstep: Class 20 contains 10721 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 42004 members 
Mstep: Class 23 contains 11432 members 
Mstep: Class 24 contains 106818 members 
Mstep: Class 25 contains 98771 members 
Mstep: Class 26 contains 30138 members 
Mstep: Class 27 contains 892 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 2625 members 
Mstep: Class 30 contains 115511 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 78845 members 
Mstep: Class 34 contains 1382 members 
Mstep: Class 35 contains 457 members 
Mstep: Class 36 contains 379 members 
Mstep: Class 37 contains 106210 members 
Mstep: Class 38 contains 12837 members 
Mstep: Class 39 contains 1278 members 
Mstep: Class 40 contains 10174 members 
Mstep: Class 41 contains 141019 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 21525 members 
Mstep: Class 45 contains 194399 members 
Mstep: Class 46 contains 469 members 
Mstep: Class 47 contains 92450 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 80132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194691056.000000 Penalty: 114337.593750
Iteration 152Q: 50 clusters Score -1.946911e+08 nChanged 16419
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 3235 members 
Mstep: Class 3 contains 10399 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 38145 members 
Mstep: Class 6 contains 74453 members 
Mstep: Class 7 contains 79981 members 
Mstep: Class 8 contains 38822 members 
Mstep: Class 9 contains 32465 members 
Mstep: Class 10 contains 16008 members 
Mstep: Class 11 contains 44417 members 
Mstep: Class 12 contains 85514 members 
Mstep: Class 13 contains 4194 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 19154 members 
Mstep: Class 17 contains 684 members 
Mstep: Class 18 contains 247 members 
Mstep: Class 19 contains 97686 members 
Mstep: Class 20 contains 10055 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 41556 members 
Mstep: Class 23 contains 11401 members 
Mstep: Class 24 contains 107045 members 
Mstep: Class 25 contains 98771 members 
Mstep: Class 26 contains 30133 members 
Mstep: Class 27 contains 892 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 2621 members 
Mstep: Class 30 contains 118247 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 78698 members 
Mstep: Class 34 contains 1382 members 
Mstep: Class 35 contains 457 members 
Mstep: Class 36 contains 379 members 
Mstep: Class 37 contains 105778 members 
Mstep: Class 38 contains 12843 members 
Mstep: Class 39 contains 1277 members 
Mstep: Class 40 contains 10182 members 
Mstep: Class 41 contains 140995 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 21784 members 
Mstep: Class 45 contains 194352 members 
Mstep: Class 46 contains 469 members 
Mstep: Class 47 contains 91762 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 80975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194691296.000000 Penalty: 114337.593750
Iteration 153Q: 50 clusters Score -1.946913e+08 nChanged 16520
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 3235 members 
Mstep: Class 3 contains 9922 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 38071 members 
Mstep: Class 6 contains 74422 members 
Mstep: Class 7 contains 78661 members 
Mstep: Class 8 contains 38817 members 
Mstep: Class 9 contains 32468 members 
Mstep: Class 10 contains 16008 members 
Mstep: Class 11 contains 43563 members 
Mstep: Class 12 contains 85647 members 
Mstep: Class 13 contains 4190 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 18821 members 
Mstep: Class 17 contains 684 members 
Mstep: Class 18 contains 247 members 
Mstep: Class 19 contains 99169 members 
Mstep: Class 20 contains 9483 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 41168 members 
Mstep: Class 23 contains 11383 members 
Mstep: Class 24 contains 107115 members 
Mstep: Class 25 contains 98720 members 
Mstep: Class 26 contains 30134 members 
Mstep: Class 27 contains 892 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 2622 members 
Mstep: Class 30 contains 120624 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 78723 members 
Mstep: Class 34 contains 1382 members 
Mstep: Class 35 contains 457 members 
Mstep: Class 36 contains 379 members 
Mstep: Class 37 contains 105412 members 
Mstep: Class 38 contains 12846 members 
Mstep: Class 39 contains 1277 members 
Mstep: Class 40 contains 10188 members 
Mstep: Class 41 contains 140557 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 22067 members 
Mstep: Class 45 contains 194318 members 
Mstep: Class 46 contains 469 members 
Mstep: Class 47 contains 91172 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 82081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194691424.000000 Penalty: 114337.593750
Iteration 154Q: 50 clusters Score -1.946914e+08 nChanged 17438
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 3235 members 
Mstep: Class 3 contains 9376 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 37989 members 
Mstep: Class 6 contains 74389 members 
Mstep: Class 7 contains 77516 members 
Mstep: Class 8 contains 38816 members 
Mstep: Class 9 contains 32474 members 
Mstep: Class 10 contains 16006 members 
Mstep: Class 11 contains 42708 members 
Mstep: Class 12 contains 85776 members 
Mstep: Class 13 contains 4187 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 1911 members 
Mstep: Class 16 contains 18499 members 
Mstep: Class 17 contains 684 members 
Mstep: Class 18 contains 247 members 
Mstep: Class 19 contains 101266 members 
Mstep: Class 20 contains 8994 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 40808 members 
Mstep: Class 23 contains 11371 members 
Mstep: Class 24 contains 106876 members 
Mstep: Class 25 contains 98628 members 
Mstep: Class 26 contains 30138 members 
Mstep: Class 27 contains 892 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 2620 members 
Mstep: Class 30 contains 122952 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 78878 members 
Mstep: Class 34 contains 1381 members 
Mstep: Class 35 contains 457 members 
Mstep: Class 36 contains 379 members 
Mstep: Class 37 contains 105296 members 
Mstep: Class 38 contains 12847 members 
Mstep: Class 39 contains 1278 members 
Mstep: Class 40 contains 10196 members 
Mstep: Class 41 contains 139164 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 22314 members 
Mstep: Class 45 contains 194291 members 
Mstep: Class 46 contains 469 members 
Mstep: Class 47 contains 90545 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 83409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194691424.000000 Penalty: 114337.593750
Iteration 155Q: 50 clusters Score -1.946914e+08 nChanged 17505
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 3239 members 
Mstep: Class 3 contains 8874 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 37953 members 
Mstep: Class 6 contains 74357 members 
Mstep: Class 7 contains 76450 members 
Mstep: Class 8 contains 38803 members 
Mstep: Class 9 contains 32471 members 
Mstep: Class 10 contains 16006 members 
Mstep: Class 11 contains 41920 members 
Mstep: Class 12 contains 85843 members 
Mstep: Class 13 contains 4183 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 18158 members 
Mstep: Class 17 contains 684 members 
Mstep: Class 18 contains 247 members 
Mstep: Class 19 contains 103573 members 
Mstep: Class 20 contains 8585 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 40426 members 
Mstep: Class 23 contains 11349 members 
Mstep: Class 24 contains 106598 members 
Mstep: Class 25 contains 98571 members 
Mstep: Class 26 contains 30147 members 
Mstep: Class 27 contains 892 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 2619 members 
Mstep: Class 30 contains 125114 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 79080 members 
Mstep: Class 34 contains 1380 members 
Mstep: Class 35 contains 457 members 
Mstep: Class 36 contains 379 members 
Mstep: Class 37 contains 105197 members 
Mstep: Class 38 contains 12851 members 
Mstep: Class 39 contains 1277 members 
Mstep: Class 40 contains 10202 members 
Mstep: Class 41 contains 136916 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 22611 members 
Mstep: Class 45 contains 194263 members 
Mstep: Class 46 contains 469 members 
Mstep: Class 47 contains 90031 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 85127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194692608.000000 Penalty: 114337.593750
Iteration 156Q: 50 clusters Score -1.946926e+08 nChanged 17760
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 3243 members 
Mstep: Class 3 contains 8449 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 37938 members 
Mstep: Class 6 contains 74328 members 
Mstep: Class 7 contains 75319 members 
Mstep: Class 8 contains 38792 members 
Mstep: Class 9 contains 32474 members 
Mstep: Class 10 contains 16001 members 
Mstep: Class 11 contains 41162 members 
Mstep: Class 12 contains 85917 members 
Mstep: Class 13 contains 4181 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 17817 members 
Mstep: Class 17 contains 684 members 
Mstep: Class 18 contains 247 members 
Mstep: Class 19 contains 106361 members 
Mstep: Class 20 contains 8257 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 40066 members 
Mstep: Class 23 contains 11326 members 
Mstep: Class 24 contains 106394 members 
Mstep: Class 25 contains 98511 members 
Mstep: Class 26 contains 30144 members 
Mstep: Class 27 contains 892 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 2618 members 
Mstep: Class 30 contains 126541 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 79360 members 
Mstep: Class 34 contains 1379 members 
Mstep: Class 35 contains 457 members 
Mstep: Class 36 contains 379 members 
Mstep: Class 37 contains 105276 members 
Mstep: Class 38 contains 12851 members 
Mstep: Class 39 contains 1277 members 
Mstep: Class 40 contains 10211 members 
Mstep: Class 41 contains 134120 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 22906 members 
Mstep: Class 45 contains 194211 members 
Mstep: Class 46 contains 469 members 
Mstep: Class 47 contains 89460 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 87247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194693776.000000 Penalty: 114337.593750
Iteration 157Q: 50 clusters Score -1.946938e+08 nChanged 17646
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 3247 members 
Mstep: Class 3 contains 8067 members 
Mstep: Class 4 contains 649 members 
Mstep: Class 5 contains 37912 members 
Mstep: Class 6 contains 74295 members 
Mstep: Class 7 contains 74208 members 
Mstep: Class 8 contains 38785 members 
Mstep: Class 9 contains 32476 members 
Mstep: Class 10 contains 15995 members 
Mstep: Class 11 contains 40412 members 
Mstep: Class 12 contains 85959 members 
Mstep: Class 13 contains 4179 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 17373 members 
Mstep: Class 17 contains 684 members 
Mstep: Class 18 contains 247 members 
Mstep: Class 19 contains 109028 members 
Mstep: Class 20 contains 7970 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 39692 members 
Mstep: Class 23 contains 11310 members 
Mstep: Class 24 contains 106272 members 
Mstep: Class 25 contains 98472 members 
Mstep: Class 26 contains 30161 members 
Mstep: Class 27 contains 892 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 2617 members 
Mstep: Class 30 contains 127520 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 79859 members 
Mstep: Class 34 contains 1377 members 
Mstep: Class 35 contains 457 members 
Mstep: Class 36 contains 379 members 
Mstep: Class 37 contains 105500 members 
Mstep: Class 38 contains 12855 members 
Mstep: Class 39 contains 1277 members 
Mstep: Class 40 contains 10215 members 
Mstep: Class 41 contains 131242 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 23214 members 
Mstep: Class 45 contains 194156 members 
Mstep: Class 46 contains 469 members 
Mstep: Class 47 contains 88836 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 89609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194695808.000000 Penalty: 114337.593750
Iteration 158Q: 50 clusters Score -1.946958e+08 nChanged 18224
Entering ConstructFrom: 
Score: -194695808.000000 Penalty: 114337.593750
Entering ConstructFrom: 
Trying to split cluster 1 (9626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Entering Unmasked Estep 
Score: -1095815.750000 Penalty: 1490.486206
	Iteration 0F: 2 clusters Score -1095816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1088857.750000 Penalty: 2980.972412
	Iteration 0F: 3 clusters Score -1088858 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1091162.625000 Penalty: 2980.972412
	Iteration 1F: 3 clusters Score -1091163 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1091497.125000 Penalty: 2980.972412
	Iteration 2F: 3 clusters Score -1091497 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1091862.000000 Penalty: 2980.972412
	Iteration 3F: 3 clusters Score -1091862 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1092241.500000 Penalty: 2980.972412
	Iteration 4F: 3 clusters Score -1092242 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1092725.875000 Penalty: 2980.972412
	Iteration 5F: 3 clusters Score -1092726 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1093263.875000 Penalty: 2980.972412
	Iteration 6F: 3 clusters Score -1093264 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1093764.250000 Penalty: 2980.972412
	Iteration 7F: 3 clusters Score -1093764 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1094214.375000 Penalty: 2980.972412
	Iteration 8Q: 3 clusters Score -1094214 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1094565.875000 Penalty: 2980.972412
	Iteration 9Q: 3 clusters Score -1094566 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1094792.125000 Penalty: 2980.972412
	Iteration 10Q: 3 clusters Score -1094792 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1094912.625000 Penalty: 2980.972412
	Iteration 11Q: 3 clusters Score -1094913 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1094969.375000 Penalty: 2980.972412
	Iteration 12Q: 3 clusters Score -1094969 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1095006.250000 Penalty: 2980.972412
	Iteration 13Q: 3 clusters Score -1095006 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1095025.500000 Penalty: 2980.972412
	Iteration 14Q: 3 clusters Score -1095026 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1095032.000000 Penalty: 2980.972412
	Iteration 15Q: 3 clusters Score -1095032 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1095041.000000 Penalty: 2980.972412
	Iteration 16Q: 3 clusters Score -1095041 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1095047.375000 Penalty: 2980.972412
	Iteration 17Q: 3 clusters Score -1095047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1095047.625000 Penalty: 2980.972412
	Iteration 18Q: 3 clusters Score -1095048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1095047.500000 Penalty: 2980.972412
	Iteration 19Q: 3 clusters Score -1095048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1095048.750000 Penalty: 2980.972412
	Iteration 20F: 3 clusters Score -1095049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Entering Unmasked Estep 
Score: -378565.093750 Penalty: 1314.141724
	Iteration 0F: 2 clusters Score -378565.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -375696.812500 Penalty: 2628.283447
	Iteration 0F: 3 clusters Score -375696.8 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -376356.750000 Penalty: 2628.283447
	Iteration 1F: 3 clusters Score -376356.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -376498.531250 Penalty: 2628.283447
	Iteration 2F: 3 clusters Score -376498.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -376581.375000 Penalty: 2628.283447
	Iteration 3Q: 3 clusters Score -376581.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -376630.468750 Penalty: 2628.283447
	Iteration 4Q: 3 clusters Score -376630.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -376666.343750 Penalty: 2628.283447
	Iteration 5Q: 3 clusters Score -376666.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -376695.250000 Penalty: 2628.283447
	Iteration 6Q: 3 clusters Score -376695.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -376715.093750 Penalty: 2628.283447
	Iteration 7Q: 3 clusters Score -376715.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -376729.468750 Penalty: 2628.283447
	Iteration 8Q: 3 clusters Score -376729.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -376741.312500 Penalty: 2628.283447
	Iteration 9Q: 3 clusters Score -376741.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -376748.093750 Penalty: 2628.283447
	Iteration 10Q: 3 clusters Score -376748.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -376752.062500 Penalty: 2628.283447
	Iteration 11Q: 3 clusters Score -376752.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -376753.937500 Penalty: 2628.283447
	Iteration 12Q: 3 clusters Score -376753.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -376758.406250 Penalty: 2628.283447
	Iteration 13Q: 3 clusters Score -376758.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -376763.750000 Penalty: 2628.283447
	Iteration 14Q: 3 clusters Score -376763.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -376771.281250 Penalty: 2628.283447
	Iteration 15Q: 3 clusters Score -376771.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -376778.625000 Penalty: 2628.283447
	Iteration 16Q: 3 clusters Score -376778.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -376782.625000 Penalty: 2628.283447
	Iteration 17Q: 3 clusters Score -376782.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -376788.937500 Penalty: 2628.283447
	Iteration 18Q: 3 clusters Score -376788.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -376794.968750 Penalty: 2628.283447
	Iteration 19Q: 3 clusters Score -376795 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -376798.406250 Penalty: 2628.283447
	Iteration 20F: 3 clusters Score -376798.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -376803.750000 Penalty: 2628.283447
	Iteration 21Q: 3 clusters Score -376803.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -376810.687500 Penalty: 2628.283447
	Iteration 22Q: 3 clusters Score -376810.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -376814.062500 Penalty: 2628.283447
	Iteration 23Q: 3 clusters Score -376814.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -376818.406250 Penalty: 2628.283447
	Iteration 24Q: 3 clusters Score -376818.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -376822.750000 Penalty: 2628.283447
	Iteration 25Q: 3 clusters Score -376822.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -376826.656250 Penalty: 2628.283447
	Iteration 26Q: 3 clusters Score -376826.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -376829.031250 Penalty: 2628.283447
	Iteration 27Q: 3 clusters Score -376829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -376832.531250 Penalty: 2628.283447
	Iteration 28Q: 3 clusters Score -376832.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -376836.093750 Penalty: 2628.283447
	Iteration 29Q: 3 clusters Score -376836.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -376839.093750 Penalty: 2628.283447
	Iteration 30Q: 3 clusters Score -376839.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -376841.937500 Penalty: 2628.283447
	Iteration 31Q: 3 clusters Score -376841.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -376845.750000 Penalty: 2628.283447
	Iteration 32Q: 3 clusters Score -376845.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -376850.781250 Penalty: 2628.283447
	Iteration 33Q: 3 clusters Score -376850.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -376857.812500 Penalty: 2628.283447
	Iteration 34Q: 3 clusters Score -376857.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -376861.750000 Penalty: 2628.283447
	Iteration 35Q: 3 clusters Score -376861.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -376865.500000 Penalty: 2628.283447
	Iteration 36Q: 3 clusters Score -376865.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -376868.031250 Penalty: 2628.283447
	Iteration 37Q: 3 clusters Score -376868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -376871.312500 Penalty: 2628.283447
	Iteration 38Q: 3 clusters Score -376871.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -376878.406250 Penalty: 2628.283447
	Iteration 39Q: 3 clusters Score -376878.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -376887.062500 Penalty: 2628.283447
	Iteration 40F: 3 clusters Score -376887.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -376894.593750 Penalty: 2628.283447
	Iteration 41Q: 3 clusters Score -376894.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -376905.937500 Penalty: 2628.283447
	Iteration 42Q: 3 clusters Score -376905.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -376917.531250 Penalty: 2628.283447
	Iteration 43Q: 3 clusters Score -376917.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -376935.000000 Penalty: 2628.283447
	Iteration 44Q: 3 clusters Score -376935 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -376950.062500 Penalty: 2628.283447
	Iteration 45Q: 3 clusters Score -376950.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -376966.250000 Penalty: 2628.283447
	Iteration 46Q: 3 clusters Score -376966.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -376991.187500 Penalty: 2628.283447
	Iteration 47Q: 3 clusters Score -376991.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -377023.468750 Penalty: 2628.283447
	Iteration 48Q: 3 clusters Score -377023.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -377055.906250 Penalty: 2628.283447
	Iteration 49Q: 3 clusters Score -377055.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -377085.062500 Penalty: 2628.283447
	Iteration 50Q: 3 clusters Score -377085.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -377115.687500 Penalty: 2628.283447
	Iteration 51Q: 3 clusters Score -377115.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -377146.968750 Penalty: 2628.283447
	Iteration 52Q: 3 clusters Score -377147 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -377195.968750 Penalty: 2628.283447
	Iteration 53Q: 3 clusters Score -377196 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -377245.750000 Penalty: 2628.283447
	Iteration 54Q: 3 clusters Score -377245.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -377278.437500 Penalty: 2628.283447
	Iteration 55Q: 3 clusters Score -377278.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -377311.062500 Penalty: 2628.283447
	Iteration 56Q: 3 clusters Score -377311.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -377335.406250 Penalty: 2628.283447
	Iteration 57Q: 3 clusters Score -377335.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -377355.968750 Penalty: 2628.283447
	Iteration 58Q: 3 clusters Score -377356 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -377368.906250 Penalty: 2628.283447
	Iteration 59Q: 3 clusters Score -377368.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -377380.500000 Penalty: 2628.283447
	Iteration 60F: 3 clusters Score -377380.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -377390.750000 Penalty: 2628.283447
	Iteration 61Q: 3 clusters Score -377390.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -377395.656250 Penalty: 2628.283447
	Iteration 62Q: 3 clusters Score -377395.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -377400.375000 Penalty: 2628.283447
	Iteration 63Q: 3 clusters Score -377400.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -377402.218750 Penalty: 2628.283447
	Iteration 64Q: 3 clusters Score -377402.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -377403.906250 Penalty: 2628.283447
	Iteration 65Q: 3 clusters Score -377403.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -377409.187500 Penalty: 2628.283447
	Iteration 66Q: 3 clusters Score -377409.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -377418.875000 Penalty: 2628.283447
	Iteration 67Q: 3 clusters Score -377418.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -377423.093750 Penalty: 2628.283447
	Iteration 68Q: 3 clusters Score -377423.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -377424.781250 Penalty: 2628.283447
	Iteration 69Q: 3 clusters Score -377424.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -377427.218750 Penalty: 2628.283447
	Iteration 70Q: 3 clusters Score -377427.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -377430.281250 Penalty: 2628.283447
	Iteration 71Q: 3 clusters Score -377430.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -377431.062500 Penalty: 2628.283447
	Iteration 72Q: 3 clusters Score -377431.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -377432.718750 Penalty: 2628.283447
	Iteration 73Q: 3 clusters Score -377432.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -377432.718750 Penalty: 2628.283447
	Iteration 74F: 3 clusters Score -377432.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Entering Unmasked Estep 
Score: -918074.125000 Penalty: 1454.651123
	Iteration 0F: 2 clusters Score -918074.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -912293.125000 Penalty: 2909.302246
	Iteration 0F: 3 clusters Score -912293.1 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -914032.125000 Penalty: 2909.302246
	Iteration 1F: 3 clusters Score -914032.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -914213.312500 Penalty: 2909.302246
	Iteration 2F: 3 clusters Score -914213.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -914359.125000 Penalty: 2909.302246
	Iteration 3Q: 3 clusters Score -914359.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -914470.500000 Penalty: 2909.302246
	Iteration 4Q: 3 clusters Score -914470.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -914587.750000 Penalty: 2909.302246
	Iteration 5Q: 3 clusters Score -914587.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -914670.750000 Penalty: 2909.302246
	Iteration 6Q: 3 clusters Score -914670.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -914757.875000 Penalty: 2909.302246
	Iteration 7Q: 3 clusters Score -914757.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -914834.875000 Penalty: 2909.302246
	Iteration 8Q: 3 clusters Score -914834.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -914932.875000 Penalty: 2909.302246
	Iteration 9Q: 3 clusters Score -914932.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -915044.562500 Penalty: 2909.302246
	Iteration 10Q: 3 clusters Score -915044.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -915193.875000 Penalty: 2909.302246
	Iteration 11Q: 3 clusters Score -915193.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -915362.875000 Penalty: 2909.302246
	Iteration 12Q: 3 clusters Score -915362.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -915530.750000 Penalty: 2909.302246
	Iteration 13Q: 3 clusters Score -915530.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -915691.187500 Penalty: 2909.302246
	Iteration 14Q: 3 clusters Score -915691.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -915823.062500 Penalty: 2909.302246
	Iteration 15Q: 3 clusters Score -915823.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -915918.875000 Penalty: 2909.302246
	Iteration 16Q: 3 clusters Score -915918.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -915985.062500 Penalty: 2909.302246
	Iteration 17Q: 3 clusters Score -915985.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -916026.500000 Penalty: 2909.302246
	Iteration 18Q: 3 clusters Score -916026.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -916057.875000 Penalty: 2909.302246
	Iteration 19Q: 3 clusters Score -916057.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -916081.812500 Penalty: 2909.302246
	Iteration 20F: 3 clusters Score -916081.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -916101.312500 Penalty: 2909.302246
	Iteration 21Q: 3 clusters Score -916101.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -916114.437500 Penalty: 2909.302246
	Iteration 22Q: 3 clusters Score -916114.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -916125.875000 Penalty: 2909.302246
	Iteration 23Q: 3 clusters Score -916125.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -916137.500000 Penalty: 2909.302246
	Iteration 24Q: 3 clusters Score -916137.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -916147.562500 Penalty: 2909.302246
	Iteration 25Q: 3 clusters Score -916147.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -916160.062500 Penalty: 2909.302246
	Iteration 26Q: 3 clusters Score -916160.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -916164.562500 Penalty: 2909.302246
	Iteration 27Q: 3 clusters Score -916164.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -916167.625000 Penalty: 2909.302246
	Iteration 28Q: 3 clusters Score -916167.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -916170.625000 Penalty: 2909.302246
	Iteration 29Q: 3 clusters Score -916170.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -916173.125000 Penalty: 2909.302246
	Iteration 30Q: 3 clusters Score -916173.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -916176.687500 Penalty: 2909.302246
	Iteration 31Q: 3 clusters Score -916176.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -916178.625000 Penalty: 2909.302246
	Iteration 32Q: 3 clusters Score -916178.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -916182.500000 Penalty: 2909.302246
	Iteration 33Q: 3 clusters Score -916182.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -916184.437500 Penalty: 2909.302246
	Iteration 34Q: 3 clusters Score -916184.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -916189.187500 Penalty: 2909.302246
	Iteration 35Q: 3 clusters Score -916189.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -916188.375000 Penalty: 2909.302246
	Iteration 36Q: 3 clusters Score -916188.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -916192.875000 Penalty: 2909.302246
	Iteration 37Q: 3 clusters Score -916192.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -916197.062500 Penalty: 2909.302246
	Iteration 38Q: 3 clusters Score -916197.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -916203.000000 Penalty: 2909.302246
	Iteration 39Q: 3 clusters Score -916203 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -916212.062500 Penalty: 2909.302246
	Iteration 40F: 3 clusters Score -916212.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -916217.500000 Penalty: 2909.302246
	Iteration 41Q: 3 clusters Score -916217.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -916222.437500 Penalty: 2909.302246
	Iteration 42Q: 3 clusters Score -916222.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -916228.937500 Penalty: 2909.302246
	Iteration 43Q: 3 clusters Score -916228.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -916232.125000 Penalty: 2909.302246
	Iteration 44Q: 3 clusters Score -916232.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -916233.937500 Penalty: 2909.302246
	Iteration 45Q: 3 clusters Score -916233.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -916237.875000 Penalty: 2909.302246
	Iteration 46Q: 3 clusters Score -916237.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -916240.125000 Penalty: 2909.302246
	Iteration 47Q: 3 clusters Score -916240.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -916241.250000 Penalty: 2909.302246
	Iteration 48Q: 3 clusters Score -916241.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -916241.750000 Penalty: 2909.302246
	Iteration 49Q: 3 clusters Score -916241.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -916244.625000 Penalty: 2909.302246
	Iteration 50Q: 3 clusters Score -916244.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -916246.875000 Penalty: 2909.302246
	Iteration 51Q: 3 clusters Score -916246.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -916249.250000 Penalty: 2909.302246
	Iteration 52Q: 3 clusters Score -916249.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -916248.375000 Penalty: 2909.302246
	Iteration 53Q: 3 clusters Score -916248.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -916251.625000 Penalty: 2909.302246
	Iteration 54Q: 3 clusters Score -916251.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -916251.312500 Penalty: 2909.302246
	Iteration 55Q: 3 clusters Score -916251.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -916250.937500 Penalty: 2909.302246
	Iteration 56Q: 3 clusters Score -916250.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -916251.562500 Penalty: 2909.302246
	Iteration 57Q: 3 clusters Score -916251.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -916254.375000 Penalty: 2909.302246
	Iteration 58Q: 3 clusters Score -916254.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -916255.437500 Penalty: 2909.302246
	Iteration 59Q: 3 clusters Score -916255.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -916259.937500 Penalty: 2909.302246
	Iteration 60F: 3 clusters Score -916259.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -916260.187500 Penalty: 2909.302246
	Iteration 61Q: 3 clusters Score -916260.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -916261.312500 Penalty: 2909.302246
	Iteration 62Q: 3 clusters Score -916261.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -916263.562500 Penalty: 2909.302246
	Iteration 63Q: 3 clusters Score -916263.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -916265.312500 Penalty: 2909.302246
	Iteration 64Q: 3 clusters Score -916265.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -916267.687500 Penalty: 2909.302246
	Iteration 65Q: 3 clusters Score -916267.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -916270.750000 Penalty: 2909.302246
	Iteration 66Q: 3 clusters Score -916270.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -916273.687500 Penalty: 2909.302246
	Iteration 67Q: 3 clusters Score -916273.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -916274.375000 Penalty: 2909.302246
	Iteration 68Q: 3 clusters Score -916274.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -916278.125000 Penalty: 2909.302246
	Iteration 69Q: 3 clusters Score -916278.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -916278.750000 Penalty: 2909.302246
	Iteration 70Q: 3 clusters Score -916278.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -916279.187500 Penalty: 2909.302246
	Iteration 71Q: 3 clusters Score -916279.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -916279.437500 Penalty: 2909.302246
	Iteration 72Q: 3 clusters Score -916279.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -916281.000000 Penalty: 2909.302246
	Iteration 73Q: 3 clusters Score -916281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -916281.312500 Penalty: 2909.302246
	Iteration 74Q: 3 clusters Score -916281.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -916281.250000 Penalty: 2909.302246
	Iteration 75Q: 3 clusters Score -916281.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -916282.187500 Penalty: 2909.302246
	Iteration 76Q: 3 clusters Score -916282.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -916286.750000 Penalty: 2909.302246
	Iteration 77Q: 3 clusters Score -916286.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -916286.875000 Penalty: 2909.302246
	Iteration 78Q: 3 clusters Score -916286.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -916288.125000 Penalty: 2909.302246
	Iteration 79Q: 3 clusters Score -916288.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -916287.187500 Penalty: 2909.302246
	Iteration 80F: 3 clusters Score -916287.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -916287.687500 Penalty: 2909.302246
	Iteration 81Q: 3 clusters Score -916287.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -916287.625000 Penalty: 2909.302246
	Iteration 82Q: 3 clusters Score -916287.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -916287.625000 Penalty: 2909.302246
	Iteration 83F: 3 clusters Score -916287.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Entering Unmasked Estep 
Score: -59396.671875 Penalty: 1052.257812
	Iteration 0F: 2 clusters Score -59396.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -58300.476562 Penalty: 2104.515625
	Iteration 0F: 3 clusters Score -58300.48 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -58669.953125 Penalty: 2104.515625
	Iteration 1F: 3 clusters Score -58669.95 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -58859.464844 Penalty: 2104.515625
	Iteration 2F: 3 clusters Score -58859.46 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -58923.988281 Penalty: 2104.515625
	Iteration 3Q: 3 clusters Score -58923.99 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -58966.492188 Penalty: 2104.515625
	Iteration 4Q: 3 clusters Score -58966.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -58973.824219 Penalty: 2104.515625
	Iteration 5Q: 3 clusters Score -58973.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -58983.988281 Penalty: 2104.515625
	Iteration 6Q: 3 clusters Score -58983.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -58992.843750 Penalty: 2104.515625
	Iteration 7Q: 3 clusters Score -58992.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -58995.414062 Penalty: 2104.515625
	Iteration 8Q: 3 clusters Score -58995.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -58995.414062 Penalty: 2104.515625
	Iteration 9F: 3 clusters Score -58995.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (37912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37912 members 
Entering Unmasked Estep 
Score: -4171318.500000 Penalty: 1713.241211
	Iteration 0F: 2 clusters Score -4171318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -4145784.250000 Penalty: 3426.482422
	Iteration 0F: 3 clusters Score -4145784 nChanged 17726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -4155741.250000 Penalty: 3426.482422
	Iteration 1F: 3 clusters Score -4155741 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -4156232.250000 Penalty: 3426.482422
	Iteration 2Q: 3 clusters Score -4156232 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -4156897.250000 Penalty: 3426.482422
	Iteration 3Q: 3 clusters Score -4156897 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -4157788.250000 Penalty: 3426.482422
	Iteration 4Q: 3 clusters Score -4157788 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -4159106.000000 Penalty: 3426.482422
	Iteration 5F: 3 clusters Score -4159106 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -4160679.500000 Penalty: 3426.482422
	Iteration 6F: 3 clusters Score -4160680 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -4162577.250000 Penalty: 3426.482422
	Iteration 7F: 3 clusters Score -4162577 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -4164477.500000 Penalty: 3426.482422
	Iteration 8F: 3 clusters Score -4164478 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -4165744.000000 Penalty: 3426.482422
	Iteration 9Q: 3 clusters Score -4165744 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -4166437.500000 Penalty: 3426.482422
	Iteration 10Q: 3 clusters Score -4166438 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -4166862.000000 Penalty: 3426.482422
	Iteration 11Q: 3 clusters Score -4166862 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -4167171.000000 Penalty: 3426.482422
	Iteration 12Q: 3 clusters Score -4167171 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -4167490.750000 Penalty: 3426.482422
	Iteration 13Q: 3 clusters Score -4167491 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31370 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -4167793.500000 Penalty: 3426.482422
	Iteration 14Q: 3 clusters Score -4167794 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -4168083.750000 Penalty: 3426.482422
	Iteration 15Q: 3 clusters Score -4168084 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32514 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -4168370.250000 Penalty: 3426.482422
	Iteration 16Q: 3 clusters Score -4168370 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33019 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -4168609.500000 Penalty: 3426.482422
	Iteration 17Q: 3 clusters Score -4168610 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33468 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -4168831.250000 Penalty: 3426.482422
	Iteration 18Q: 3 clusters Score -4168831 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33865 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -4169003.500000 Penalty: 3426.482422
	Iteration 19Q: 3 clusters Score -4169004 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34226 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -4169163.250000 Penalty: 3426.482422
	Iteration 20F: 3 clusters Score -4169163 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34526 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -4169257.000000 Penalty: 3426.482422
	Iteration 21Q: 3 clusters Score -4169257 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34789 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -4169361.000000 Penalty: 3426.482422
	Iteration 22Q: 3 clusters Score -4169361 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35030 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -4169453.750000 Penalty: 3426.482422
	Iteration 23Q: 3 clusters Score -4169454 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35230 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -4169523.750000 Penalty: 3426.482422
	Iteration 24Q: 3 clusters Score -4169524 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -4169569.250000 Penalty: 3426.482422
	Iteration 25Q: 3 clusters Score -4169569 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35564 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -4169622.000000 Penalty: 3426.482422
	Iteration 26Q: 3 clusters Score -4169622 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35699 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -4169661.500000 Penalty: 3426.482422
	Iteration 27Q: 3 clusters Score -4169662 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -4169701.750000 Penalty: 3426.482422
	Iteration 28Q: 3 clusters Score -4169702 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35898 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -4169706.750000 Penalty: 3426.482422
	Iteration 29Q: 3 clusters Score -4169707 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35980 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -4169725.000000 Penalty: 3426.482422
	Iteration 30Q: 3 clusters Score -4169725 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -4169751.000000 Penalty: 3426.482422
	Iteration 31Q: 3 clusters Score -4169751 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -4169775.250000 Penalty: 3426.482422
	Iteration 32Q: 3 clusters Score -4169775 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36189 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -4169795.500000 Penalty: 3426.482422
	Iteration 33Q: 3 clusters Score -4169796 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36253 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -4169812.000000 Penalty: 3426.482422
	Iteration 34Q: 3 clusters Score -4169812 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36311 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -4169822.000000 Penalty: 3426.482422
	Iteration 35Q: 3 clusters Score -4169822 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36359 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -4169838.000000 Penalty: 3426.482422
	Iteration 36Q: 3 clusters Score -4169838 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36404 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -4169849.000000 Penalty: 3426.482422
	Iteration 37Q: 3 clusters Score -4169849 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -4169867.000000 Penalty: 3426.482422
	Iteration 38Q: 3 clusters Score -4169867 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36483 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -4169882.000000 Penalty: 3426.482422
	Iteration 39Q: 3 clusters Score -4169882 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36510 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -4169887.250000 Penalty: 3426.482422
	Iteration 40F: 3 clusters Score -4169887 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36531 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -4169885.750000 Penalty: 3426.482422
	Iteration 41Q: 3 clusters Score -4169886 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36550 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -4169895.750000 Penalty: 3426.482422
	Iteration 42Q: 3 clusters Score -4169896 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36568 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -4169899.500000 Penalty: 3426.482422
	Iteration 43Q: 3 clusters Score -4169900 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36587 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -4169907.500000 Penalty: 3426.482422
	Iteration 44Q: 3 clusters Score -4169908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36597 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -4169908.500000 Penalty: 3426.482422
	Iteration 45Q: 3 clusters Score -4169908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36614 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -4169911.500000 Penalty: 3426.482422
	Iteration 46Q: 3 clusters Score -4169912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36627 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -4169918.750000 Penalty: 3426.482422
	Iteration 47Q: 3 clusters Score -4169919 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36647 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -4169930.000000 Penalty: 3426.482422
	Iteration 48Q: 3 clusters Score -4169930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36669 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -4169933.750000 Penalty: 3426.482422
	Iteration 49Q: 3 clusters Score -4169934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36682 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -4169939.750000 Penalty: 3426.482422
	Iteration 50Q: 3 clusters Score -4169940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36698 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -4169943.250000 Penalty: 3426.482422
	Iteration 51Q: 3 clusters Score -4169943 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36711 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -4169948.500000 Penalty: 3426.482422
	Iteration 52Q: 3 clusters Score -4169948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36722 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -4169951.750000 Penalty: 3426.482422
	Iteration 53Q: 3 clusters Score -4169952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36733 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -4169953.000000 Penalty: 3426.482422
	Iteration 54Q: 3 clusters Score -4169953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36743 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -4169954.250000 Penalty: 3426.482422
	Iteration 55Q: 3 clusters Score -4169954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36748 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -4169960.250000 Penalty: 3426.482422
	Iteration 56Q: 3 clusters Score -4169960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36753 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -4169957.250000 Penalty: 3426.482422
	Iteration 57Q: 3 clusters Score -4169957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36757 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -4169955.750000 Penalty: 3426.482422
	Iteration 58Q: 3 clusters Score -4169956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -4169958.750000 Penalty: 3426.482422
	Iteration 59Q: 3 clusters Score -4169959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4169955.000000 Penalty: 3426.482422
	Iteration 60F: 3 clusters Score -4169955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36766 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -4169953.750000 Penalty: 3426.482422
	Iteration 61Q: 3 clusters Score -4169954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -4169955.750000 Penalty: 3426.482422
	Iteration 62Q: 3 clusters Score -4169956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36780 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -4169961.250000 Penalty: 3426.482422
	Iteration 63Q: 3 clusters Score -4169961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36785 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -4169964.000000 Penalty: 3426.482422
	Iteration 64Q: 3 clusters Score -4169964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -4169960.250000 Penalty: 3426.482422
	Iteration 65Q: 3 clusters Score -4169960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36799 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -4169968.250000 Penalty: 3426.482422
	Iteration 66Q: 3 clusters Score -4169968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36803 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -4169969.000000 Penalty: 3426.482422
	Iteration 67Q: 3 clusters Score -4169969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4169971.750000 Penalty: 3426.482422
	Iteration 68Q: 3 clusters Score -4169972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36813 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -4169964.250000 Penalty: 3426.482422
	Iteration 69Q: 3 clusters Score -4169964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36814 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -4169969.000000 Penalty: 3426.482422
	Iteration 70Q: 3 clusters Score -4169969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -4169971.750000 Penalty: 3426.482422
	Iteration 71Q: 3 clusters Score -4169972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36819 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4169972.250000 Penalty: 3426.482422
	Iteration 72Q: 3 clusters Score -4169972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36821 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -4169971.750000 Penalty: 3426.482422
	Iteration 73Q: 3 clusters Score -4169972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36823 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -4169969.750000 Penalty: 3426.482422
	Iteration 74Q: 3 clusters Score -4169970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36824 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -4169973.500000 Penalty: 3426.482422
	Iteration 75Q: 3 clusters Score -4169974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36825 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4169975.500000 Penalty: 3426.482422
	Iteration 76Q: 3 clusters Score -4169976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36825 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4169975.500000 Penalty: 3426.482422
	Iteration 77F: 3 clusters Score -4169976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (74267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74267 members 
Entering Unmasked Estep 
Score: -8426744.000000 Penalty: 1822.505981
	Iteration 0F: 2 clusters Score -8426744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37004 members 
Mstep: Class 2 contains 37263 members 
Entering Unmasked Estep 
Score: -8377130.000000 Penalty: 3645.011963
	Iteration 0F: 3 clusters Score -8377130 nChanged 35325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36135 members 
Mstep: Class 2 contains 38132 members 
Entering Unmasked Estep 
Score: -8397286.000000 Penalty: 3645.011963
	Iteration 1F: 3 clusters Score -8397286 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35484 members 
Mstep: Class 2 contains 38783 members 
Entering Unmasked Estep 
Score: -8398107.000000 Penalty: 3645.011963
	Iteration 2Q: 3 clusters Score -8398107 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34569 members 
Mstep: Class 2 contains 39698 members 
Entering Unmasked Estep 
Score: -8399075.000000 Penalty: 3645.011963
	Iteration 3Q: 3 clusters Score -8399075 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33159 members 
Mstep: Class 2 contains 41108 members 
Entering Unmasked Estep 
Score: -8400516.000000 Penalty: 3645.011963
	Iteration 4Q: 3 clusters Score -8400516 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 43091 members 
Entering Unmasked Estep 
Score: -8402456.000000 Penalty: 3645.011963
	Iteration 5Q: 3 clusters Score -8402456 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 45654 members 
Entering Unmasked Estep 
Score: -8405080.000000 Penalty: 3645.011963
	Iteration 6F: 3 clusters Score -8405080 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 48756 members 
Entering Unmasked Estep 
Score: -8408271.000000 Penalty: 3645.011963
	Iteration 7F: 3 clusters Score -8408271 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 52105 members 
Entering Unmasked Estep 
Score: -8411535.000000 Penalty: 3645.011963
	Iteration 8F: 3 clusters Score -8411535 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 55408 members 
Entering Unmasked Estep 
Score: -8414519.000000 Penalty: 3645.011963
	Iteration 9F: 3 clusters Score -8414519 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 58395 members 
Entering Unmasked Estep 
Score: -8417036.000000 Penalty: 3645.011963
	Iteration 10Q: 3 clusters Score -8417036 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 60908 members 
Entering Unmasked Estep 
Score: -8419132.000000 Penalty: 3645.011963
	Iteration 11Q: 3 clusters Score -8419132 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 62822 members 
Entering Unmasked Estep 
Score: -8420585.000000 Penalty: 3645.011963
	Iteration 12Q: 3 clusters Score -8420585 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 64322 members 
Entering Unmasked Estep 
Score: -8421648.000000 Penalty: 3645.011963
	Iteration 13Q: 3 clusters Score -8421648 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 65523 members 
Entering Unmasked Estep 
Score: -8422459.000000 Penalty: 3645.011963
	Iteration 14Q: 3 clusters Score -8422459 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 66468 members 
Entering Unmasked Estep 
Score: -8422937.000000 Penalty: 3645.011963
	Iteration 15Q: 3 clusters Score -8422937 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 67243 members 
Entering Unmasked Estep 
Score: -8423342.000000 Penalty: 3645.011963
	Iteration 16Q: 3 clusters Score -8423342 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 67940 members 
Entering Unmasked Estep 
Score: -8423717.000000 Penalty: 3645.011963
	Iteration 17Q: 3 clusters Score -8423717 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 68532 members 
Entering Unmasked Estep 
Score: -8424002.000000 Penalty: 3645.011963
	Iteration 18Q: 3 clusters Score -8424002 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 69058 members 
Entering Unmasked Estep 
Score: -8424208.000000 Penalty: 3645.011963
	Iteration 19Q: 3 clusters Score -8424208 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 69499 members 
Entering Unmasked Estep 
Score: -8424444.000000 Penalty: 3645.011963
	Iteration 20F: 3 clusters Score -8424444 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 69905 members 
Entering Unmasked Estep 
Score: -8424608.000000 Penalty: 3645.011963
	Iteration 21Q: 3 clusters Score -8424608 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 70254 members 
Entering Unmasked Estep 
Score: -8424744.000000 Penalty: 3645.011963
	Iteration 22Q: 3 clusters Score -8424744 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 70555 members 
Entering Unmasked Estep 
Score: -8424825.000000 Penalty: 3645.011963
	Iteration 23Q: 3 clusters Score -8424825 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 70788 members 
Entering Unmasked Estep 
Score: -8424885.000000 Penalty: 3645.011963
	Iteration 24Q: 3 clusters Score -8424885 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 71007 members 
Entering Unmasked Estep 
Score: -8424938.000000 Penalty: 3645.011963
	Iteration 25Q: 3 clusters Score -8424938 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 71186 members 
Entering Unmasked Estep 
Score: -8425004.000000 Penalty: 3645.011963
	Iteration 26Q: 3 clusters Score -8425004 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 71346 members 
Entering Unmasked Estep 
Score: -8425033.000000 Penalty: 3645.011963
	Iteration 27Q: 3 clusters Score -8425033 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 71488 members 
Entering Unmasked Estep 
Score: -8425079.000000 Penalty: 3645.011963
	Iteration 28Q: 3 clusters Score -8425079 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 71606 members 
Entering Unmasked Estep 
Score: -8425108.000000 Penalty: 3645.011963
	Iteration 29Q: 3 clusters Score -8425108 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 71704 members 
Entering Unmasked Estep 
Score: -8425136.000000 Penalty: 3645.011963
	Iteration 30Q: 3 clusters Score -8425136 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 71784 members 
Entering Unmasked Estep 
Score: -8425156.000000 Penalty: 3645.011963
	Iteration 31Q: 3 clusters Score -8425156 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 71838 members 
Entering Unmasked Estep 
Score: -8425155.000000 Penalty: 3645.011963
	Iteration 32Q: 3 clusters Score -8425155 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 71898 members 
Entering Unmasked Estep 
Score: -8425191.000000 Penalty: 3645.011963
	Iteration 33Q: 3 clusters Score -8425191 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 71958 members 
Entering Unmasked Estep 
Score: -8425192.000000 Penalty: 3645.011963
	Iteration 34Q: 3 clusters Score -8425192 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 72017 members 
Entering Unmasked Estep 
Score: -8425201.000000 Penalty: 3645.011963
	Iteration 35Q: 3 clusters Score -8425201 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 72061 members 
Entering Unmasked Estep 
Score: -8425218.000000 Penalty: 3645.011963
	Iteration 36Q: 3 clusters Score -8425218 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 72104 members 
Entering Unmasked Estep 
Score: -8425229.000000 Penalty: 3645.011963
	Iteration 37Q: 3 clusters Score -8425229 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 72146 members 
Entering Unmasked Estep 
Score: -8425233.000000 Penalty: 3645.011963
	Iteration 38Q: 3 clusters Score -8425233 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 72189 members 
Entering Unmasked Estep 
Score: -8425236.000000 Penalty: 3645.011963
	Iteration 39Q: 3 clusters Score -8425236 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 72226 members 
Entering Unmasked Estep 
Score: -8425237.000000 Penalty: 3645.011963
	Iteration 40F: 3 clusters Score -8425237 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 72268 members 
Entering Unmasked Estep 
Score: -8425265.000000 Penalty: 3645.011963
	Iteration 41Q: 3 clusters Score -8425265 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 72309 members 
Entering Unmasked Estep 
Score: -8425274.000000 Penalty: 3645.011963
	Iteration 42Q: 3 clusters Score -8425274 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 72338 members 
Entering Unmasked Estep 
Score: -8425278.000000 Penalty: 3645.011963
	Iteration 43Q: 3 clusters Score -8425278 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 72367 members 
Entering Unmasked Estep 
Score: -8425283.000000 Penalty: 3645.011963
	Iteration 44Q: 3 clusters Score -8425283 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 72390 members 
Entering Unmasked Estep 
Score: -8425299.000000 Penalty: 3645.011963
	Iteration 45Q: 3 clusters Score -8425299 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 72412 members 
Entering Unmasked Estep 
Score: -8425304.000000 Penalty: 3645.011963
	Iteration 46Q: 3 clusters Score -8425304 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 72431 members 
Entering Unmasked Estep 
Score: -8425306.000000 Penalty: 3645.011963
	Iteration 47Q: 3 clusters Score -8425306 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 72452 members 
Entering Unmasked Estep 
Score: -8425314.000000 Penalty: 3645.011963
	Iteration 48Q: 3 clusters Score -8425314 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 72471 members 
Entering Unmasked Estep 
Score: -8425307.000000 Penalty: 3645.011963
	Iteration 49Q: 3 clusters Score -8425307 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 72490 members 
Entering Unmasked Estep 
Score: -8425311.000000 Penalty: 3645.011963
	Iteration 50Q: 3 clusters Score -8425311 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 72502 members 
Entering Unmasked Estep 
Score: -8425318.000000 Penalty: 3645.011963
	Iteration 51Q: 3 clusters Score -8425318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 72516 members 
Entering Unmasked Estep 
Score: -8425310.000000 Penalty: 3645.011963
	Iteration 52Q: 3 clusters Score -8425310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 72527 members 
Entering Unmasked Estep 
Score: -8425322.000000 Penalty: 3645.011963
	Iteration 53Q: 3 clusters Score -8425322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 72533 members 
Entering Unmasked Estep 
Score: -8425323.000000 Penalty: 3645.011963
	Iteration 54Q: 3 clusters Score -8425323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 72539 members 
Entering Unmasked Estep 
Score: -8425327.000000 Penalty: 3645.011963
	Iteration 55Q: 3 clusters Score -8425327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 72543 members 
Entering Unmasked Estep 
Score: -8425328.000000 Penalty: 3645.011963
	Iteration 56Q: 3 clusters Score -8425328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 72549 members 
Entering Unmasked Estep 
Score: -8425321.000000 Penalty: 3645.011963
	Iteration 57Q: 3 clusters Score -8425321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 72551 members 
Entering Unmasked Estep 
Score: -8425324.000000 Penalty: 3645.011963
	Iteration 58Q: 3 clusters Score -8425324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 72560 members 
Entering Unmasked Estep 
Score: -8425322.000000 Penalty: 3645.011963
	Iteration 59Q: 3 clusters Score -8425322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 72566 members 
Entering Unmasked Estep 
Score: -8425322.000000 Penalty: 3645.011963
	Iteration 60F: 3 clusters Score -8425322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 72577 members 
Entering Unmasked Estep 
Score: -8425330.000000 Penalty: 3645.011963
	Iteration 61Q: 3 clusters Score -8425330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 72588 members 
Entering Unmasked Estep 
Score: -8425348.000000 Penalty: 3645.011963
	Iteration 62Q: 3 clusters Score -8425348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 72596 members 
Entering Unmasked Estep 
Score: -8425332.000000 Penalty: 3645.011963
	Iteration 63Q: 3 clusters Score -8425332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 72607 members 
Entering Unmasked Estep 
Score: -8425342.000000 Penalty: 3645.011963
	Iteration 64Q: 3 clusters Score -8425342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 72613 members 
Entering Unmasked Estep 
Score: -8425340.000000 Penalty: 3645.011963
	Iteration 65Q: 3 clusters Score -8425340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 72624 members 
Entering Unmasked Estep 
Score: -8425350.000000 Penalty: 3645.011963
	Iteration 66Q: 3 clusters Score -8425350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 72635 members 
Entering Unmasked Estep 
Score: -8425351.000000 Penalty: 3645.011963
	Iteration 67Q: 3 clusters Score -8425351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 72640 members 
Entering Unmasked Estep 
Score: -8425350.000000 Penalty: 3645.011963
	Iteration 68Q: 3 clusters Score -8425350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 72644 members 
Entering Unmasked Estep 
Score: -8425357.000000 Penalty: 3645.011963
	Iteration 69Q: 3 clusters Score -8425357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 72653 members 
Entering Unmasked Estep 
Score: -8425350.000000 Penalty: 3645.011963
	Iteration 70Q: 3 clusters Score -8425350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 72658 members 
Entering Unmasked Estep 
Score: -8425349.000000 Penalty: 3645.011963
	Iteration 71Q: 3 clusters Score -8425349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 72661 members 
Entering Unmasked Estep 
Score: -8425350.000000 Penalty: 3645.011963
	Iteration 72Q: 3 clusters Score -8425350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 72664 members 
Entering Unmasked Estep 
Score: -8425351.000000 Penalty: 3645.011963
	Iteration 73Q: 3 clusters Score -8425351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 72664 members 
Entering Unmasked Estep 
Score: -8425351.000000 Penalty: 3645.011963
	Iteration 74F: 3 clusters Score -8425351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (73091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73091 members 
Entering Unmasked Estep 
Score: -8552999.000000 Penalty: 1819.912354
	Iteration 0F: 2 clusters Score -8552999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36281 members 
Mstep: Class 2 contains 36810 members 
Entering Unmasked Estep 
Score: -8504051.000000 Penalty: 3639.824707
	Iteration 0F: 3 clusters Score -8504051 nChanged 34776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33193 members 
Mstep: Class 2 contains 39898 members 
Entering Unmasked Estep 
Score: -8524250.000000 Penalty: 3639.824707
	Iteration 1F: 3 clusters Score -8524250 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30943 members 
Mstep: Class 2 contains 42148 members 
Entering Unmasked Estep 
Score: -8525535.000000 Penalty: 3639.824707
	Iteration 2Q: 3 clusters Score -8525535 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 45623 members 
Entering Unmasked Estep 
Score: -8528123.000000 Penalty: 3639.824707
	Iteration 3F: 3 clusters Score -8528123 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 50650 members 
Entering Unmasked Estep 
Score: -8532855.000000 Penalty: 3639.824707
	Iteration 4F: 3 clusters Score -8532855 nChanged 7226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 56974 members 
Entering Unmasked Estep 
Score: -8539697.000000 Penalty: 3639.824707
	Iteration 5F: 3 clusters Score -8539697 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 62533 members 
Entering Unmasked Estep 
Score: -8546455.000000 Penalty: 3639.824707
	Iteration 6F: 3 clusters Score -8546455 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 65282 members 
Entering Unmasked Estep 
Score: -8551074.000000 Penalty: 3639.824707
	Iteration 7Q: 3 clusters Score -8551074 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 65915 members 
Entering Unmasked Estep 
Score: -8552570.000000 Penalty: 3639.824707
	Iteration 8Q: 3 clusters Score -8552570 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 66158 members 
Entering Unmasked Estep 
Score: -8552868.000000 Penalty: 3639.824707
	Iteration 9Q: 3 clusters Score -8552868 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 66331 members 
Entering Unmasked Estep 
Score: -8552976.000000 Penalty: 3639.824707
	Iteration 10Q: 3 clusters Score -8552976 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 66498 members 
Entering Unmasked Estep 
Score: -8553034.000000 Penalty: 3639.824707
	Iteration 11Q: 3 clusters Score -8553034 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 66658 members 
Entering Unmasked Estep 
Score: -8553043.000000 Penalty: 3639.824707
	Iteration 12Q: 3 clusters Score -8553043 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 66785 members 
Entering Unmasked Estep 
Score: -8553033.000000 Penalty: 3639.824707
	Iteration 13Q: 3 clusters Score -8553033 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 66892 members 
Entering Unmasked Estep 
Score: -8553048.000000 Penalty: 3639.824707
	Iteration 14Q: 3 clusters Score -8553048 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 66988 members 
Entering Unmasked Estep 
Score: -8553026.000000 Penalty: 3639.824707
	Iteration 15Q: 3 clusters Score -8553026 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 67075 members 
Entering Unmasked Estep 
Score: -8553020.000000 Penalty: 3639.824707
	Iteration 16Q: 3 clusters Score -8553020 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 67144 members 
Entering Unmasked Estep 
Score: -8553029.000000 Penalty: 3639.824707
	Iteration 17Q: 3 clusters Score -8553029 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 67210 members 
Entering Unmasked Estep 
Score: -8553013.000000 Penalty: 3639.824707
	Iteration 18Q: 3 clusters Score -8553013 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 67268 members 
Entering Unmasked Estep 
Score: -8553000.000000 Penalty: 3639.824707
	Iteration 19Q: 3 clusters Score -8553000 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 67315 members 
Entering Unmasked Estep 
Score: -8553000.000000 Penalty: 3639.824707
	Iteration 20F: 3 clusters Score -8553000 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 67360 members 
Entering Unmasked Estep 
Score: -8553000.000000 Penalty: 3639.824707
	Iteration 21Q: 3 clusters Score -8553000 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 67410 members 
Entering Unmasked Estep 
Score: -8552999.000000 Penalty: 3639.824707
	Iteration 22Q: 3 clusters Score -8552999 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 67450 members 
Entering Unmasked Estep 
Score: -8553006.000000 Penalty: 3639.824707
	Iteration 23Q: 3 clusters Score -8553006 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 67487 members 
Entering Unmasked Estep 
Score: -8553012.000000 Penalty: 3639.824707
	Iteration 24Q: 3 clusters Score -8553012 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 67523 members 
Entering Unmasked Estep 
Score: -8553024.000000 Penalty: 3639.824707
	Iteration 25Q: 3 clusters Score -8553024 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 67563 members 
Entering Unmasked Estep 
Score: -8553000.000000 Penalty: 3639.824707
	Iteration 26Q: 3 clusters Score -8553000 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 67594 members 
Entering Unmasked Estep 
Score: -8552995.000000 Penalty: 3639.824707
	Iteration 27Q: 3 clusters Score -8552995 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 67617 members 
Entering Unmasked Estep 
Score: -8553002.000000 Penalty: 3639.824707
	Iteration 28Q: 3 clusters Score -8553002 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 67643 members 
Entering Unmasked Estep 
Score: -8552994.000000 Penalty: 3639.824707
	Iteration 29Q: 3 clusters Score -8552994 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 67665 members 
Entering Unmasked Estep 
Score: -8552982.000000 Penalty: 3639.824707
	Iteration 30Q: 3 clusters Score -8552982 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 67691 members 
Entering Unmasked Estep 
Score: -8552983.000000 Penalty: 3639.824707
	Iteration 31Q: 3 clusters Score -8552983 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 67713 members 
Entering Unmasked Estep 
Score: -8552985.000000 Penalty: 3639.824707
	Iteration 32Q: 3 clusters Score -8552985 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 67732 members 
Entering Unmasked Estep 
Score: -8552988.000000 Penalty: 3639.824707
	Iteration 33Q: 3 clusters Score -8552988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 67742 members 
Entering Unmasked Estep 
Score: -8552977.000000 Penalty: 3639.824707
	Iteration 34Q: 3 clusters Score -8552977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 67748 members 
Entering Unmasked Estep 
Score: -8552969.000000 Penalty: 3639.824707
	Iteration 35Q: 3 clusters Score -8552969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 67752 members 
Entering Unmasked Estep 
Score: -8552965.000000 Penalty: 3639.824707
	Iteration 36Q: 3 clusters Score -8552965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 67759 members 
Entering Unmasked Estep 
Score: -8552963.000000 Penalty: 3639.824707
	Iteration 37Q: 3 clusters Score -8552963 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 67772 members 
Entering Unmasked Estep 
Score: -8552968.000000 Penalty: 3639.824707
	Iteration 38Q: 3 clusters Score -8552968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 67783 members 
Entering Unmasked Estep 
Score: -8552971.000000 Penalty: 3639.824707
	Iteration 39Q: 3 clusters Score -8552971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 67795 members 
Entering Unmasked Estep 
Score: -8552969.000000 Penalty: 3639.824707
	Iteration 40F: 3 clusters Score -8552969 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 67809 members 
Entering Unmasked Estep 
Score: -8552961.000000 Penalty: 3639.824707
	Iteration 41Q: 3 clusters Score -8552961 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 67824 members 
Entering Unmasked Estep 
Score: -8552973.000000 Penalty: 3639.824707
	Iteration 42Q: 3 clusters Score -8552973 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 67844 members 
Entering Unmasked Estep 
Score: -8552961.000000 Penalty: 3639.824707
	Iteration 43Q: 3 clusters Score -8552961 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 67865 members 
Entering Unmasked Estep 
Score: -8552967.000000 Penalty: 3639.824707
	Iteration 44Q: 3 clusters Score -8552967 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 67880 members 
Entering Unmasked Estep 
Score: -8552970.000000 Penalty: 3639.824707
	Iteration 45Q: 3 clusters Score -8552970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 67890 members 
Entering Unmasked Estep 
Score: -8552970.000000 Penalty: 3639.824707
	Iteration 46Q: 3 clusters Score -8552970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 67902 members 
Entering Unmasked Estep 
Score: -8552969.000000 Penalty: 3639.824707
	Iteration 47Q: 3 clusters Score -8552969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 67910 members 
Entering Unmasked Estep 
Score: -8552965.000000 Penalty: 3639.824707
	Iteration 48Q: 3 clusters Score -8552965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 67921 members 
Entering Unmasked Estep 
Score: -8552958.000000 Penalty: 3639.824707
	Iteration 49Q: 3 clusters Score -8552958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 67934 members 
Entering Unmasked Estep 
Score: -8552974.000000 Penalty: 3639.824707
	Iteration 50Q: 3 clusters Score -8552974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 67944 members 
Entering Unmasked Estep 
Score: -8552956.000000 Penalty: 3639.824707
	Iteration 51Q: 3 clusters Score -8552956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 67951 members 
Entering Unmasked Estep 
Score: -8552956.000000 Penalty: 3639.824707
	Iteration 52Q: 3 clusters Score -8552956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 67954 members 
Entering Unmasked Estep 
Score: -8552957.000000 Penalty: 3639.824707
	Iteration 53Q: 3 clusters Score -8552957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 67955 members 
Entering Unmasked Estep 
Score: -8552959.000000 Penalty: 3639.824707
	Iteration 54Q: 3 clusters Score -8552959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 67955 members 
Entering Unmasked Estep 
Score: -8552959.000000 Penalty: 3639.824707
	Iteration 55F: 3 clusters Score -8552959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (38769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38769 members 
Entering Unmasked Estep 
Score: -4415078.500000 Penalty: 1716.873657
	Iteration 0F: 2 clusters Score -4415078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -4389080.500000 Penalty: 3433.747314
	Iteration 0F: 3 clusters Score -4389080 nChanged 17994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -4399105.500000 Penalty: 3433.747314
	Iteration 1F: 3 clusters Score -4399106 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -4399850.000000 Penalty: 3433.747314
	Iteration 2Q: 3 clusters Score -4399850 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -4400683.000000 Penalty: 3433.747314
	Iteration 3Q: 3 clusters Score -4400683 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -4401909.500000 Penalty: 3433.747314
	Iteration 4F: 3 clusters Score -4401910 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -4403604.500000 Penalty: 3433.747314
	Iteration 5F: 3 clusters Score -4403604 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -4405636.500000 Penalty: 3433.747314
	Iteration 6F: 3 clusters Score -4405636 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 29317 members 
Entering Unmasked Estep 
Score: -4407534.500000 Penalty: 3433.747314
	Iteration 7F: 3 clusters Score -4407534 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -4409009.000000 Penalty: 3433.747314
	Iteration 8Q: 3 clusters Score -4409009 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 31733 members 
Entering Unmasked Estep 
Score: -4409999.500000 Penalty: 3433.747314
	Iteration 9Q: 3 clusters Score -4410000 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
Score: -4410607.000000 Penalty: 3433.747314
	Iteration 10Q: 3 clusters Score -4410607 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -4411056.000000 Penalty: 3433.747314
	Iteration 11Q: 3 clusters Score -4411056 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 33831 members 
Entering Unmasked Estep 
Score: -4411463.000000 Penalty: 3433.747314
	Iteration 12Q: 3 clusters Score -4411463 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 34410 members 
Entering Unmasked Estep 
Score: -4411810.000000 Penalty: 3433.747314
	Iteration 13Q: 3 clusters Score -4411810 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 34920 members 
Entering Unmasked Estep 
Score: -4412070.500000 Penalty: 3433.747314
	Iteration 14Q: 3 clusters Score -4412070 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 35372 members 
Entering Unmasked Estep 
Score: -4412306.500000 Penalty: 3433.747314
	Iteration 15Q: 3 clusters Score -4412306 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -4412548.000000 Penalty: 3433.747314
	Iteration 16Q: 3 clusters Score -4412548 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 36172 members 
Entering Unmasked Estep 
Score: -4412734.000000 Penalty: 3433.747314
	Iteration 17Q: 3 clusters Score -4412734 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 36484 members 
Entering Unmasked Estep 
Score: -4412865.500000 Penalty: 3433.747314
	Iteration 18Q: 3 clusters Score -4412866 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -4412999.500000 Penalty: 3433.747314
	Iteration 19Q: 3 clusters Score -4413000 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
Score: -4413117.500000 Penalty: 3433.747314
	Iteration 20F: 3 clusters Score -4413118 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 37176 members 
Entering Unmasked Estep 
Score: -4413224.000000 Penalty: 3433.747314
	Iteration 21Q: 3 clusters Score -4413224 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 37327 members 
Entering Unmasked Estep 
Score: -4413300.500000 Penalty: 3433.747314
	Iteration 22Q: 3 clusters Score -4413300 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 37426 members 
Entering Unmasked Estep 
Score: -4413353.500000 Penalty: 3433.747314
	Iteration 23Q: 3 clusters Score -4413354 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 37510 members 
Entering Unmasked Estep 
Score: -4413390.500000 Penalty: 3433.747314
	Iteration 24Q: 3 clusters Score -4413390 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 37586 members 
Entering Unmasked Estep 
Score: -4413420.500000 Penalty: 3433.747314
	Iteration 25Q: 3 clusters Score -4413420 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 37654 members 
Entering Unmasked Estep 
Score: -4413447.500000 Penalty: 3433.747314
	Iteration 26Q: 3 clusters Score -4413448 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 37715 members 
Entering Unmasked Estep 
Score: -4413486.500000 Penalty: 3433.747314
	Iteration 27Q: 3 clusters Score -4413486 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 37765 members 
Entering Unmasked Estep 
Score: -4413495.000000 Penalty: 3433.747314
	Iteration 28Q: 3 clusters Score -4413495 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 37807 members 
Entering Unmasked Estep 
Score: -4413520.500000 Penalty: 3433.747314
	Iteration 29Q: 3 clusters Score -4413520 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 37843 members 
Entering Unmasked Estep 
Score: -4413546.000000 Penalty: 3433.747314
	Iteration 30Q: 3 clusters Score -4413546 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 37866 members 
Entering Unmasked Estep 
Score: -4413556.000000 Penalty: 3433.747314
	Iteration 31Q: 3 clusters Score -4413556 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 37886 members 
Entering Unmasked Estep 
Score: -4413571.500000 Penalty: 3433.747314
	Iteration 32Q: 3 clusters Score -4413572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
Score: -4413586.000000 Penalty: 3433.747314
	Iteration 33Q: 3 clusters Score -4413586 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -4413596.500000 Penalty: 3433.747314
	Iteration 34Q: 3 clusters Score -4413596 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 37951 members 
Entering Unmasked Estep 
Score: -4413607.000000 Penalty: 3433.747314
	Iteration 35Q: 3 clusters Score -4413607 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 37974 members 
Entering Unmasked Estep 
Score: -4413614.500000 Penalty: 3433.747314
	Iteration 36Q: 3 clusters Score -4413614 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -4413626.000000 Penalty: 3433.747314
	Iteration 37Q: 3 clusters Score -4413626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 38003 members 
Entering Unmasked Estep 
Score: -4413632.000000 Penalty: 3433.747314
	Iteration 38Q: 3 clusters Score -4413632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 38012 members 
Entering Unmasked Estep 
Score: -4413640.000000 Penalty: 3433.747314
	Iteration 39Q: 3 clusters Score -4413640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 38018 members 
Entering Unmasked Estep 
Score: -4413646.000000 Penalty: 3433.747314
	Iteration 40F: 3 clusters Score -4413646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 38020 members 
Entering Unmasked Estep 
Score: -4413645.500000 Penalty: 3433.747314
	Iteration 41Q: 3 clusters Score -4413646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 38026 members 
Entering Unmasked Estep 
Score: -4413652.000000 Penalty: 3433.747314
	Iteration 42Q: 3 clusters Score -4413652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 38032 members 
Entering Unmasked Estep 
Score: -4413651.000000 Penalty: 3433.747314
	Iteration 43Q: 3 clusters Score -4413651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 38042 members 
Entering Unmasked Estep 
Score: -4413661.000000 Penalty: 3433.747314
	Iteration 44Q: 3 clusters Score -4413661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 38046 members 
Entering Unmasked Estep 
Score: -4413662.000000 Penalty: 3433.747314
	Iteration 45Q: 3 clusters Score -4413662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 38052 members 
Entering Unmasked Estep 
Score: -4413662.500000 Penalty: 3433.747314
	Iteration 46Q: 3 clusters Score -4413662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 38057 members 
Entering Unmasked Estep 
Score: -4413667.500000 Penalty: 3433.747314
	Iteration 47Q: 3 clusters Score -4413668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 38064 members 
Entering Unmasked Estep 
Score: -4413669.500000 Penalty: 3433.747314
	Iteration 48Q: 3 clusters Score -4413670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 38067 members 
Entering Unmasked Estep 
Score: -4413670.500000 Penalty: 3433.747314
	Iteration 49Q: 3 clusters Score -4413670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 38073 members 
Entering Unmasked Estep 
Score: -4413679.500000 Penalty: 3433.747314
	Iteration 50Q: 3 clusters Score -4413680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 38076 members 
Entering Unmasked Estep 
Score: -4413685.000000 Penalty: 3433.747314
	Iteration 51Q: 3 clusters Score -4413685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 38082 members 
Entering Unmasked Estep 
Score: -4413681.500000 Penalty: 3433.747314
	Iteration 52Q: 3 clusters Score -4413682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 38091 members 
Entering Unmasked Estep 
Score: -4413691.000000 Penalty: 3433.747314
	Iteration 53Q: 3 clusters Score -4413691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 38096 members 
Entering Unmasked Estep 
Score: -4413692.500000 Penalty: 3433.747314
	Iteration 54Q: 3 clusters Score -4413692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 38098 members 
Entering Unmasked Estep 
Score: -4413694.500000 Penalty: 3433.747314
	Iteration 55Q: 3 clusters Score -4413694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 38099 members 
Entering Unmasked Estep 
Score: -4413693.500000 Penalty: 3433.747314
	Iteration 56Q: 3 clusters Score -4413694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
Score: -4413697.000000 Penalty: 3433.747314
	Iteration 57Q: 3 clusters Score -4413697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
Score: -4413698.000000 Penalty: 3433.747314
	Iteration 58Q: 3 clusters Score -4413698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
Score: -4413696.500000 Penalty: 3433.747314
	Iteration 59Q: 3 clusters Score -4413696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
Score: -4413696.000000 Penalty: 3433.747314
	Iteration 60F: 3 clusters Score -4413696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 38098 members 
Entering Unmasked Estep 
Score: -4413695.000000 Penalty: 3433.747314
	Iteration 61Q: 3 clusters Score -4413695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 38099 members 
Entering Unmasked Estep 
Score: -4413696.000000 Penalty: 3433.747314
	Iteration 62Q: 3 clusters Score -4413696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 38100 members 
Entering Unmasked Estep 
Score: -4413696.000000 Penalty: 3433.747314
	Iteration 63Q: 3 clusters Score -4413696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 38100 members 
Entering Unmasked Estep 
Score: -4413696.000000 Penalty: 3433.747314
	Iteration 64F: 3 clusters Score -4413696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (32475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32475 members 
Entering Unmasked Estep 
Score: -3891307.500000 Penalty: 1688.086670
	Iteration 0F: 2 clusters Score -3891308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -3869521.500000 Penalty: 3376.173340
	Iteration 0F: 3 clusters Score -3869522 nChanged 14972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -3877686.750000 Penalty: 3376.173340
	Iteration 1F: 3 clusters Score -3877687 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -3878099.000000 Penalty: 3376.173340
	Iteration 2Q: 3 clusters Score -3878099 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -3878531.500000 Penalty: 3376.173340
	Iteration 3Q: 3 clusters Score -3878532 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -3879005.750000 Penalty: 3376.173340
	Iteration 4Q: 3 clusters Score -3879006 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -3879567.500000 Penalty: 3376.173340
	Iteration 5Q: 3 clusters Score -3879568 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -3880280.250000 Penalty: 3376.173340
	Iteration 6Q: 3 clusters Score -3880280 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -3881210.250000 Penalty: 3376.173340
	Iteration 7F: 3 clusters Score -3881210 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -3882483.000000 Penalty: 3376.173340
	Iteration 8F: 3 clusters Score -3882483 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -3884038.250000 Penalty: 3376.173340
	Iteration 9F: 3 clusters Score -3884038 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -3885344.250000 Penalty: 3376.173340
	Iteration 10F: 3 clusters Score -3885344 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -3886060.500000 Penalty: 3376.173340
	Iteration 11Q: 3 clusters Score -3886060 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -3886409.000000 Penalty: 3376.173340
	Iteration 12Q: 3 clusters Score -3886409 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -3886620.500000 Penalty: 3376.173340
	Iteration 13Q: 3 clusters Score -3886620 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -3886781.000000 Penalty: 3376.173340
	Iteration 14Q: 3 clusters Score -3886781 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -3886931.500000 Penalty: 3376.173340
	Iteration 15Q: 3 clusters Score -3886932 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -3887084.750000 Penalty: 3376.173340
	Iteration 16Q: 3 clusters Score -3887085 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -3887237.500000 Penalty: 3376.173340
	Iteration 17Q: 3 clusters Score -3887238 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -3887419.750000 Penalty: 3376.173340
	Iteration 18Q: 3 clusters Score -3887420 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -3887587.500000 Penalty: 3376.173340
	Iteration 19Q: 3 clusters Score -3887588 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -3887731.500000 Penalty: 3376.173340
	Iteration 20F: 3 clusters Score -3887732 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -3887866.000000 Penalty: 3376.173340
	Iteration 21Q: 3 clusters Score -3887866 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -3888001.250000 Penalty: 3376.173340
	Iteration 22Q: 3 clusters Score -3888001 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -3888152.500000 Penalty: 3376.173340
	Iteration 23Q: 3 clusters Score -3888152 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -3888267.750000 Penalty: 3376.173340
	Iteration 24Q: 3 clusters Score -3888268 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -3888367.500000 Penalty: 3376.173340
	Iteration 25Q: 3 clusters Score -3888368 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -3888446.750000 Penalty: 3376.173340
	Iteration 26Q: 3 clusters Score -3888447 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -3888503.000000 Penalty: 3376.173340
	Iteration 27Q: 3 clusters Score -3888503 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -3888546.000000 Penalty: 3376.173340
	Iteration 28Q: 3 clusters Score -3888546 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -3888602.750000 Penalty: 3376.173340
	Iteration 29Q: 3 clusters Score -3888603 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -3888640.750000 Penalty: 3376.173340
	Iteration 30Q: 3 clusters Score -3888641 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -3888674.000000 Penalty: 3376.173340
	Iteration 31Q: 3 clusters Score -3888674 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -3888700.250000 Penalty: 3376.173340
	Iteration 32Q: 3 clusters Score -3888700 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -3888732.750000 Penalty: 3376.173340
	Iteration 33Q: 3 clusters Score -3888733 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -3888740.000000 Penalty: 3376.173340
	Iteration 34Q: 3 clusters Score -3888740 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27283 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -3888753.500000 Penalty: 3376.173340
	Iteration 35Q: 3 clusters Score -3888754 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -3888772.250000 Penalty: 3376.173340
	Iteration 36Q: 3 clusters Score -3888772 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -3888791.250000 Penalty: 3376.173340
	Iteration 37Q: 3 clusters Score -3888791 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -3888790.000000 Penalty: 3376.173340
	Iteration 38Q: 3 clusters Score -3888790 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -3888798.750000 Penalty: 3376.173340
	Iteration 39Q: 3 clusters Score -3888799 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -3888809.500000 Penalty: 3376.173340
	Iteration 40F: 3 clusters Score -3888810 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27629 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -3888814.000000 Penalty: 3376.173340
	Iteration 41Q: 3 clusters Score -3888814 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -3888828.250000 Penalty: 3376.173340
	Iteration 42Q: 3 clusters Score -3888828 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27728 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -3888830.000000 Penalty: 3376.173340
	Iteration 43Q: 3 clusters Score -3888830 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -3888837.000000 Penalty: 3376.173340
	Iteration 44Q: 3 clusters Score -3888837 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27816 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -3888839.250000 Penalty: 3376.173340
	Iteration 45Q: 3 clusters Score -3888839 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -3888851.250000 Penalty: 3376.173340
	Iteration 46Q: 3 clusters Score -3888851 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -3888853.500000 Penalty: 3376.173340
	Iteration 47Q: 3 clusters Score -3888854 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -3888849.500000 Penalty: 3376.173340
	Iteration 48Q: 3 clusters Score -3888850 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -3888860.500000 Penalty: 3376.173340
	Iteration 49Q: 3 clusters Score -3888860 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -3888870.500000 Penalty: 3376.173340
	Iteration 50Q: 3 clusters Score -3888870 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -3888873.500000 Penalty: 3376.173340
	Iteration 51Q: 3 clusters Score -3888874 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28073 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -3888880.750000 Penalty: 3376.173340
	Iteration 52Q: 3 clusters Score -3888881 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -3888891.750000 Penalty: 3376.173340
	Iteration 53Q: 3 clusters Score -3888892 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -3888896.250000 Penalty: 3376.173340
	Iteration 54Q: 3 clusters Score -3888896 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28245 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -3888918.000000 Penalty: 3376.173340
	Iteration 55Q: 3 clusters Score -3888918 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -3888916.250000 Penalty: 3376.173340
	Iteration 56Q: 3 clusters Score -3888916 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -3888933.000000 Penalty: 3376.173340
	Iteration 57Q: 3 clusters Score -3888933 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -3888953.250000 Penalty: 3376.173340
	Iteration 58Q: 3 clusters Score -3888953 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -3888973.250000 Penalty: 3376.173340
	Iteration 59Q: 3 clusters Score -3888973 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -3888994.000000 Penalty: 3376.173340
	Iteration 60F: 3 clusters Score -3888994 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -3889005.750000 Penalty: 3376.173340
	Iteration 61Q: 3 clusters Score -3889006 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -3889021.500000 Penalty: 3376.173340
	Iteration 62Q: 3 clusters Score -3889022 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -3889034.000000 Penalty: 3376.173340
	Iteration 63Q: 3 clusters Score -3889034 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -3889034.500000 Penalty: 3376.173340
	Iteration 64Q: 3 clusters Score -3889034 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -3889039.750000 Penalty: 3376.173340
	Iteration 65Q: 3 clusters Score -3889040 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -3889037.500000 Penalty: 3376.173340
	Iteration 66Q: 3 clusters Score -3889038 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -3889042.500000 Penalty: 3376.173340
	Iteration 67Q: 3 clusters Score -3889042 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -3889047.500000 Penalty: 3376.173340
	Iteration 68Q: 3 clusters Score -3889048 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -3889063.250000 Penalty: 3376.173340
	Iteration 69Q: 3 clusters Score -3889063 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29053 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -3889068.750000 Penalty: 3376.173340
	Iteration 70Q: 3 clusters Score -3889069 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -3889069.250000 Penalty: 3376.173340
	Iteration 71Q: 3 clusters Score -3889069 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -3889073.500000 Penalty: 3376.173340
	Iteration 72Q: 3 clusters Score -3889074 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -3889074.250000 Penalty: 3376.173340
	Iteration 73Q: 3 clusters Score -3889074 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29182 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -3889073.000000 Penalty: 3376.173340
	Iteration 74Q: 3 clusters Score -3889073 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -3889078.750000 Penalty: 3376.173340
	Iteration 75Q: 3 clusters Score -3889079 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -3889094.500000 Penalty: 3376.173340
	Iteration 76Q: 3 clusters Score -3889094 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -3889105.500000 Penalty: 3376.173340
	Iteration 77Q: 3 clusters Score -3889106 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -3889109.500000 Penalty: 3376.173340
	Iteration 78Q: 3 clusters Score -3889110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -3889113.500000 Penalty: 3376.173340
	Iteration 79Q: 3 clusters Score -3889114 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -3889121.250000 Penalty: 3376.173340
	Iteration 80F: 3 clusters Score -3889121 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29412 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -3889126.750000 Penalty: 3376.173340
	Iteration 81Q: 3 clusters Score -3889127 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -3889135.250000 Penalty: 3376.173340
	Iteration 82Q: 3 clusters Score -3889135 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -3889145.000000 Penalty: 3376.173340
	Iteration 83Q: 3 clusters Score -3889145 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -3889146.750000 Penalty: 3376.173340
	Iteration 84Q: 3 clusters Score -3889147 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29577 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -3889156.500000 Penalty: 3376.173340
	Iteration 85Q: 3 clusters Score -3889156 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -3889172.750000 Penalty: 3376.173340
	Iteration 86Q: 3 clusters Score -3889173 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29694 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -3889183.750000 Penalty: 3376.173340
	Iteration 87Q: 3 clusters Score -3889184 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -3889194.750000 Penalty: 3376.173340
	Iteration 88Q: 3 clusters Score -3889195 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29844 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -3889208.500000 Penalty: 3376.173340
	Iteration 89Q: 3 clusters Score -3889208 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29923 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -3889214.250000 Penalty: 3376.173340
	Iteration 90Q: 3 clusters Score -3889214 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -3889246.000000 Penalty: 3376.173340
	Iteration 91Q: 3 clusters Score -3889246 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30099 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -3889266.750000 Penalty: 3376.173340
	Iteration 92Q: 3 clusters Score -3889267 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30195 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -3889296.500000 Penalty: 3376.173340
	Iteration 93Q: 3 clusters Score -3889296 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30272 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -3889317.250000 Penalty: 3376.173340
	Iteration 94Q: 3 clusters Score -3889317 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30346 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -3889323.500000 Penalty: 3376.173340
	Iteration 95Q: 3 clusters Score -3889324 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30407 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -3889338.250000 Penalty: 3376.173340
	Iteration 96Q: 3 clusters Score -3889338 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30467 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -3889362.250000 Penalty: 3376.173340
	Iteration 97Q: 3 clusters Score -3889362 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30523 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -3889374.500000 Penalty: 3376.173340
	Iteration 98Q: 3 clusters Score -3889374 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30575 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -3889381.000000 Penalty: 3376.173340
	Iteration 99Q: 3 clusters Score -3889381 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30623 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -3889395.500000 Penalty: 3376.173340
	Iteration 100F: 3 clusters Score -3889396 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -3889415.250000 Penalty: 3376.173340
	Iteration 101Q: 3 clusters Score -3889415 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30735 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -3889417.500000 Penalty: 3376.173340
	Iteration 102Q: 3 clusters Score -3889418 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3889438.500000 Penalty: 3376.173340
	Iteration 103Q: 3 clusters Score -3889438 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -3889459.750000 Penalty: 3376.173340
	Iteration 104Q: 3 clusters Score -3889460 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30873 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3889454.500000 Penalty: 3376.173340
	Iteration 105Q: 3 clusters Score -3889454 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30902 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -3889464.000000 Penalty: 3376.173340
	Iteration 106Q: 3 clusters Score -3889464 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3889476.750000 Penalty: 3376.173340
	Iteration 107Q: 3 clusters Score -3889477 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30956 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -3889475.500000 Penalty: 3376.173340
	Iteration 108Q: 3 clusters Score -3889476 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3889486.750000 Penalty: 3376.173340
	Iteration 109Q: 3 clusters Score -3889487 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3889500.500000 Penalty: 3376.173340
	Iteration 110Q: 3 clusters Score -3889500 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -3889507.750000 Penalty: 3376.173340
	Iteration 111Q: 3 clusters Score -3889508 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -3889509.750000 Penalty: 3376.173340
	Iteration 112Q: 3 clusters Score -3889510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -3889512.750000 Penalty: 3376.173340
	Iteration 113Q: 3 clusters Score -3889513 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31112 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3889529.500000 Penalty: 3376.173340
	Iteration 114Q: 3 clusters Score -3889530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3889533.750000 Penalty: 3376.173340
	Iteration 115Q: 3 clusters Score -3889534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31146 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3889532.500000 Penalty: 3376.173340
	Iteration 116Q: 3 clusters Score -3889532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31161 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3889538.750000 Penalty: 3376.173340
	Iteration 117Q: 3 clusters Score -3889539 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3889538.750000 Penalty: 3376.173340
	Iteration 118Q: 3 clusters Score -3889539 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3889542.500000 Penalty: 3376.173340
	Iteration 119Q: 3 clusters Score -3889542 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3889548.000000 Penalty: 3376.173340
	Iteration 120F: 3 clusters Score -3889548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31239 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3889556.500000 Penalty: 3376.173340
	Iteration 121Q: 3 clusters Score -3889556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3889556.750000 Penalty: 3376.173340
	Iteration 122Q: 3 clusters Score -3889557 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3889566.500000 Penalty: 3376.173340
	Iteration 123Q: 3 clusters Score -3889566 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31296 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3889573.500000 Penalty: 3376.173340
	Iteration 124Q: 3 clusters Score -3889574 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3889593.750000 Penalty: 3376.173340
	Iteration 125Q: 3 clusters Score -3889594 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31370 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3889599.250000 Penalty: 3376.173340
	Iteration 126Q: 3 clusters Score -3889599 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31405 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3889609.000000 Penalty: 3376.173340
	Iteration 127Q: 3 clusters Score -3889609 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31446 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3889621.500000 Penalty: 3376.173340
	Iteration 128Q: 3 clusters Score -3889622 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31488 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3889642.000000 Penalty: 3376.173340
	Iteration 129Q: 3 clusters Score -3889642 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31526 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3889653.750000 Penalty: 3376.173340
	Iteration 130Q: 3 clusters Score -3889654 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3889668.000000 Penalty: 3376.173340
	Iteration 131Q: 3 clusters Score -3889668 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31593 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3889684.750000 Penalty: 3376.173340
	Iteration 132Q: 3 clusters Score -3889685 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31626 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3889690.000000 Penalty: 3376.173340
	Iteration 133Q: 3 clusters Score -3889690 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -3889703.250000 Penalty: 3376.173340
	Iteration 134Q: 3 clusters Score -3889703 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3889725.750000 Penalty: 3376.173340
	Iteration 135Q: 3 clusters Score -3889726 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3889725.500000 Penalty: 3376.173340
	Iteration 136Q: 3 clusters Score -3889726 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3889731.500000 Penalty: 3376.173340
	Iteration 137Q: 3 clusters Score -3889732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31750 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3889744.500000 Penalty: 3376.173340
	Iteration 138Q: 3 clusters Score -3889744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31769 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3889752.250000 Penalty: 3376.173340
	Iteration 139Q: 3 clusters Score -3889752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31786 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3889762.000000 Penalty: 3376.173340
	Iteration 140F: 3 clusters Score -3889762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31800 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3889768.000000 Penalty: 3376.173340
	Iteration 141Q: 3 clusters Score -3889768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3889779.000000 Penalty: 3376.173340
	Iteration 142Q: 3 clusters Score -3889779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31819 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3889779.000000 Penalty: 3376.173340
	Iteration 143Q: 3 clusters Score -3889779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31827 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3889782.250000 Penalty: 3376.173340
	Iteration 144Q: 3 clusters Score -3889782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3889784.250000 Penalty: 3376.173340
	Iteration 145Q: 3 clusters Score -3889784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3889787.000000 Penalty: 3376.173340
	Iteration 146Q: 3 clusters Score -3889787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31833 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3889783.000000 Penalty: 3376.173340
	Iteration 147Q: 3 clusters Score -3889783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3889790.750000 Penalty: 3376.173340
	Iteration 148Q: 3 clusters Score -3889791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31848 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3889790.750000 Penalty: 3376.173340
	Iteration 149Q: 3 clusters Score -3889791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31856 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3889799.500000 Penalty: 3376.173340
	Iteration 150Q: 3 clusters Score -3889800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31860 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3889797.000000 Penalty: 3376.173340
	Iteration 151Q: 3 clusters Score -3889797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31862 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3889796.500000 Penalty: 3376.173340
	Iteration 152Q: 3 clusters Score -3889796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3889799.250000 Penalty: 3376.173340
	Iteration 153Q: 3 clusters Score -3889799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3889800.500000 Penalty: 3376.173340
	Iteration 154Q: 3 clusters Score -3889800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31865 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3889801.500000 Penalty: 3376.173340
	Iteration 155Q: 3 clusters Score -3889802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31866 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3889799.500000 Penalty: 3376.173340
	Iteration 156Q: 3 clusters Score -3889800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31866 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3889799.500000 Penalty: 3376.173340
	Iteration 157F: 3 clusters Score -3889800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Entering Unmasked Estep 
Score: -1747550.750000 Penalty: 1573.055786
	Iteration 0F: 2 clusters Score -1747551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1736415.375000 Penalty: 3146.111572
	Iteration 0F: 3 clusters Score -1736415 nChanged 7136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1740205.750000 Penalty: 3146.111572
	Iteration 1F: 3 clusters Score -1740206 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1740473.250000 Penalty: 3146.111572
	Iteration 2Q: 3 clusters Score -1740473 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1740709.250000 Penalty: 3146.111572
	Iteration 3Q: 3 clusters Score -1740709 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1740973.125000 Penalty: 3146.111572
	Iteration 4Q: 3 clusters Score -1740973 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1741306.875000 Penalty: 3146.111572
	Iteration 5Q: 3 clusters Score -1741307 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1741742.250000 Penalty: 3146.111572
	Iteration 6Q: 3 clusters Score -1741742 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1742291.750000 Penalty: 3146.111572
	Iteration 7F: 3 clusters Score -1742292 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1742944.375000 Penalty: 3146.111572
	Iteration 8F: 3 clusters Score -1742944 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1743663.000000 Penalty: 3146.111572
	Iteration 9F: 3 clusters Score -1743663 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1744377.500000 Penalty: 3146.111572
	Iteration 10F: 3 clusters Score -1744378 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1744955.250000 Penalty: 3146.111572
	Iteration 11Q: 3 clusters Score -1744955 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1745406.000000 Penalty: 3146.111572
	Iteration 12Q: 3 clusters Score -1745406 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1745672.500000 Penalty: 3146.111572
	Iteration 13Q: 3 clusters Score -1745672 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1745836.750000 Penalty: 3146.111572
	Iteration 14Q: 3 clusters Score -1745837 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1745943.500000 Penalty: 3146.111572
	Iteration 15Q: 3 clusters Score -1745944 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1746014.750000 Penalty: 3146.111572
	Iteration 16Q: 3 clusters Score -1746015 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1746055.750000 Penalty: 3146.111572
	Iteration 17Q: 3 clusters Score -1746056 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1746081.500000 Penalty: 3146.111572
	Iteration 18Q: 3 clusters Score -1746082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1746096.375000 Penalty: 3146.111572
	Iteration 19Q: 3 clusters Score -1746096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1746103.750000 Penalty: 3146.111572
	Iteration 20F: 3 clusters Score -1746104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1746111.125000 Penalty: 3146.111572
	Iteration 21Q: 3 clusters Score -1746111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1746120.125000 Penalty: 3146.111572
	Iteration 22Q: 3 clusters Score -1746120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1746130.625000 Penalty: 3146.111572
	Iteration 23Q: 3 clusters Score -1746131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1746138.250000 Penalty: 3146.111572
	Iteration 24Q: 3 clusters Score -1746138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1746143.000000 Penalty: 3146.111572
	Iteration 25Q: 3 clusters Score -1746143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1746147.500000 Penalty: 3146.111572
	Iteration 26Q: 3 clusters Score -1746148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1746147.500000 Penalty: 3146.111572
	Iteration 27F: 3 clusters Score -1746148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (39639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39639 members 
Entering Unmasked Estep 
Score: -4663905.500000 Penalty: 1720.479858
	Iteration 0F: 2 clusters Score -4663906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -4637320.500000 Penalty: 3440.959717
	Iteration 0F: 3 clusters Score -4637320 nChanged 18434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -4647860.000000 Penalty: 3440.959717
	Iteration 1F: 3 clusters Score -4647860 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -4648363.000000 Penalty: 3440.959717
	Iteration 2Q: 3 clusters Score -4648363 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -4649032.500000 Penalty: 3440.959717
	Iteration 3Q: 3 clusters Score -4649032 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -4649982.000000 Penalty: 3440.959717
	Iteration 4Q: 3 clusters Score -4649982 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -4651311.000000 Penalty: 3440.959717
	Iteration 5F: 3 clusters Score -4651311 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -4653003.000000 Penalty: 3440.959717
	Iteration 6F: 3 clusters Score -4653003 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -4655082.500000 Penalty: 3440.959717
	Iteration 7F: 3 clusters Score -4655082 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -4657108.500000 Penalty: 3440.959717
	Iteration 8F: 3 clusters Score -4657108 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -4658224.000000 Penalty: 3440.959717
	Iteration 9F: 3 clusters Score -4658224 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -4658705.500000 Penalty: 3440.959717
	Iteration 10Q: 3 clusters Score -4658706 nChanged 826
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -4658934 nChanged 613
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4659092 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4659243 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4659362 nChanged 419
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4659477 nChanged 380
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4659582 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4659632 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4659706 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4659770 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4659810 nChanged 255
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4659845 nChanged 236
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4659864 nChanged 220
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4659910 nChanged 224
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Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4659936 nChanged 229
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4659962 nChanged 208
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Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4660021 nChanged 208
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Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4660044 nChanged 175
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Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4660049 nChanged 169
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Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4660078 nChanged 154
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Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4660096 nChanged 173
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4660134 nChanged 185
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Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4660156 nChanged 194
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Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4660169 nChanged 193
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Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4660209 nChanged 189
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Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4660230 nChanged 192
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4660251 nChanged 210
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4660276 nChanged 214
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Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4660312 nChanged 239
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Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4660339 nChanged 207
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Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4660366 nChanged 210
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 25970 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4660392 nChanged 226
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Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4660422 nChanged 248
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Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4660437 nChanged 250
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 26694 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4660450 nChanged 234
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Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 26928 members 
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	Iteration 45Q: 3 clusters Score -4660476 nChanged 265
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Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4660504 nChanged 265
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4660562 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4660601 nChanged 257
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 27979 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4660652 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4660676 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4660698 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 28714 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4660736 nChanged 240
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Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 28954 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4660776 nChanged 243
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4660808 nChanged 232
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4660844 nChanged 244
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 29673 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4660870 nChanged 247
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Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 29920 members 
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	Iteration 57Q: 3 clusters Score -4660902 nChanged 255
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 30175 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4660952 nChanged 272
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Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 30447 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4661030 nChanged 270
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Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 30717 members 
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	Iteration 60F: 3 clusters Score -4661071 nChanged 275
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 30992 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4661122 nChanged 273
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Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 31265 members 
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	Iteration 62Q: 3 clusters Score -4661190 nChanged 285
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Mstep: Class 1 contains 8089 members 
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	Iteration 63Q: 3 clusters Score -4661234 nChanged 257
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Mstep: Class 1 contains 7832 members 
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	Iteration 64Q: 3 clusters Score -4661290 nChanged 239
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Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 32046 members 
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	Iteration 65Q: 3 clusters Score -4661340 nChanged 238
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Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 32284 members 
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	Iteration 66Q: 3 clusters Score -4661404 nChanged 244
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Mstep: Class 1 contains 7111 members 
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	Iteration 67Q: 3 clusters Score -4661450 nChanged 233
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Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 32761 members 
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	Iteration 68Q: 3 clusters Score -4661507 nChanged 223
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Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 32984 members 
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	Iteration 69Q: 3 clusters Score -4661539 nChanged 223
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Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 33207 members 
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	Iteration 70Q: 3 clusters Score -4661586 nChanged 215
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Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 33422 members 
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	Iteration 71Q: 3 clusters Score -4661633 nChanged 200
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Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 33622 members 
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	Iteration 72Q: 3 clusters Score -4661680 nChanged 214
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Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 33836 members 
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	Iteration 73Q: 3 clusters Score -4661735 nChanged 192
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Mstep: Class 1 contains 5611 members 
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	Iteration 74Q: 3 clusters Score -4661763 nChanged 182
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Mstep: Class 1 contains 5429 members 
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	Iteration 75Q: 3 clusters Score -4661786 nChanged 185
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Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 34395 members 
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	Iteration 76Q: 3 clusters Score -4661827 nChanged 176
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Mstep: Class 1 contains 5068 members 
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	Iteration 77Q: 3 clusters Score -4661873 nChanged 162
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Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 34733 members 
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	Iteration 78Q: 3 clusters Score -4661930 nChanged 160
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Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 34893 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4661970 nChanged 157
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Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 35050 members 
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	Iteration 80F: 3 clusters Score -4661990 nChanged 159
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Mstep: Class 1 contains 4430 members 
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	Iteration 81Q: 3 clusters Score -4662019 nChanged 161
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Mstep: Class 1 contains 4269 members 
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	Iteration 82Q: 3 clusters Score -4662054 nChanged 148
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Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 35516 members 
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	Iteration 83Q: 3 clusters Score -4662104 nChanged 131
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	Iteration 84Q: 3 clusters Score -4662140 nChanged 135
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	Iteration 85Q: 3 clusters Score -4662166 nChanged 139
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	Iteration 86Q: 3 clusters Score -4662185 nChanged 133
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	Iteration 87Q: 3 clusters Score -4662220 nChanged 136
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	Iteration 88Q: 3 clusters Score -4662246 nChanged 139
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	Iteration 89Q: 3 clusters Score -4662284 nChanged 123
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	Iteration 90Q: 3 clusters Score -4662310 nChanged 112
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Mstep: Class 1 contains 3079 members 
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	Iteration 91Q: 3 clusters Score -4662350 nChanged 92
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	Iteration 92Q: 3 clusters Score -4662352 nChanged 84
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	Iteration 93Q: 3 clusters Score -4662374 nChanged 86
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	Iteration 94Q: 3 clusters Score -4662388 nChanged 65
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Mstep: Class 1 contains 2752 members 
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	Iteration 95Q: 3 clusters Score -4662409 nChanged 57
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Mstep: Class 2 contains 36944 members 
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	Iteration 96Q: 3 clusters Score -4662414 nChanged 49
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	Iteration 97Q: 3 clusters Score -4662434 nChanged 38
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Mstep: Class 1 contains 2608 members 
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	Iteration 98Q: 3 clusters Score -4662434 nChanged 48
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	Iteration 99Q: 3 clusters Score -4662452 nChanged 52
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	Iteration 100F: 3 clusters Score -4662456 nChanged 59
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	Iteration 101Q: 3 clusters Score -4662480 nChanged 45
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Mstep: Class 2 contains 37233 members 
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	Iteration 102Q: 3 clusters Score -4662501 nChanged 52
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	Iteration 103Q: 3 clusters Score -4662498 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 37338 members 
Entering Unmasked Estep 
Score: -4662518.000000 Penalty: 3440.959717
	Iteration 104Q: 3 clusters Score -4662518 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 37373 members 
Entering Unmasked Estep 
Score: -4662519.500000 Penalty: 3440.959717
	Iteration 105Q: 3 clusters Score -4662520 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 37404 members 
Entering Unmasked Estep 
Score: -4662522.000000 Penalty: 3440.959717
	Iteration 106Q: 3 clusters Score -4662522 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 37443 members 
Entering Unmasked Estep 
Score: -4662538.000000 Penalty: 3440.959717
	Iteration 107Q: 3 clusters Score -4662538 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
Score: -4662541.000000 Penalty: 3440.959717
	Iteration 108Q: 3 clusters Score -4662541 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
Score: -4662548.500000 Penalty: 3440.959717
	Iteration 109Q: 3 clusters Score -4662548 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -4662548.500000 Penalty: 3440.959717
	Iteration 110Q: 3 clusters Score -4662548 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 37564 members 
Entering Unmasked Estep 
Score: -4662552.000000 Penalty: 3440.959717
	Iteration 111Q: 3 clusters Score -4662552 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 37590 members 
Entering Unmasked Estep 
Score: -4662563.000000 Penalty: 3440.959717
	Iteration 112Q: 3 clusters Score -4662563 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 37611 members 
Entering Unmasked Estep 
Score: -4662560.000000 Penalty: 3440.959717
	Iteration 113Q: 3 clusters Score -4662560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 37623 members 
Entering Unmasked Estep 
Score: -4662551.500000 Penalty: 3440.959717
	Iteration 114Q: 3 clusters Score -4662552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 37635 members 
Entering Unmasked Estep 
Score: -4662551.500000 Penalty: 3440.959717
	Iteration 115Q: 3 clusters Score -4662552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
Score: -4662553.000000 Penalty: 3440.959717
	Iteration 116Q: 3 clusters Score -4662553 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 37655 members 
Entering Unmasked Estep 
Score: -4662548.000000 Penalty: 3440.959717
	Iteration 117Q: 3 clusters Score -4662548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 37665 members 
Entering Unmasked Estep 
Score: -4662547.500000 Penalty: 3440.959717
	Iteration 118Q: 3 clusters Score -4662548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 37674 members 
Entering Unmasked Estep 
Score: -4662557.000000 Penalty: 3440.959717
	Iteration 119Q: 3 clusters Score -4662557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 37681 members 
Entering Unmasked Estep 
Score: -4662562.000000 Penalty: 3440.959717
	Iteration 120F: 3 clusters Score -4662562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 37690 members 
Entering Unmasked Estep 
Score: -4662569.500000 Penalty: 3440.959717
	Iteration 121Q: 3 clusters Score -4662570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 37699 members 
Entering Unmasked Estep 
Score: -4662573.000000 Penalty: 3440.959717
	Iteration 122Q: 3 clusters Score -4662573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 37705 members 
Entering Unmasked Estep 
Score: -4662571.500000 Penalty: 3440.959717
	Iteration 123Q: 3 clusters Score -4662572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 37711 members 
Entering Unmasked Estep 
Score: -4662571.500000 Penalty: 3440.959717
	Iteration 124Q: 3 clusters Score -4662572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 37718 members 
Entering Unmasked Estep 
Score: -4662570.500000 Penalty: 3440.959717
	Iteration 125Q: 3 clusters Score -4662570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 37729 members 
Entering Unmasked Estep 
Score: -4662569.000000 Penalty: 3440.959717
	Iteration 126Q: 3 clusters Score -4662569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 37737 members 
Entering Unmasked Estep 
Score: -4662563.000000 Penalty: 3440.959717
	Iteration 127Q: 3 clusters Score -4662563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 37745 members 
Entering Unmasked Estep 
Score: -4662565.500000 Penalty: 3440.959717
	Iteration 128Q: 3 clusters Score -4662566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 37752 members 
Entering Unmasked Estep 
Score: -4662562.000000 Penalty: 3440.959717
	Iteration 129Q: 3 clusters Score -4662562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 37760 members 
Entering Unmasked Estep 
Score: -4662571.000000 Penalty: 3440.959717
	Iteration 130Q: 3 clusters Score -4662571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 37770 members 
Entering Unmasked Estep 
Score: -4662576.000000 Penalty: 3440.959717
	Iteration 131Q: 3 clusters Score -4662576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 37778 members 
Entering Unmasked Estep 
Score: -4662575.500000 Penalty: 3440.959717
	Iteration 132Q: 3 clusters Score -4662576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 37784 members 
Entering Unmasked Estep 
Score: -4662578.000000 Penalty: 3440.959717
	Iteration 133Q: 3 clusters Score -4662578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 37792 members 
Entering Unmasked Estep 
Score: -4662579.500000 Penalty: 3440.959717
	Iteration 134Q: 3 clusters Score -4662580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 37798 members 
Entering Unmasked Estep 
Score: -4662584.500000 Penalty: 3440.959717
	Iteration 135Q: 3 clusters Score -4662584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 37805 members 
Entering Unmasked Estep 
Score: -4662583.000000 Penalty: 3440.959717
	Iteration 136Q: 3 clusters Score -4662583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -4662585.500000 Penalty: 3440.959717
	Iteration 137Q: 3 clusters Score -4662586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 37813 members 
Entering Unmasked Estep 
Score: -4662595.500000 Penalty: 3440.959717
	Iteration 138Q: 3 clusters Score -4662596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -4662590.500000 Penalty: 3440.959717
	Iteration 139Q: 3 clusters Score -4662590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 37820 members 
Entering Unmasked Estep 
Score: -4662594.000000 Penalty: 3440.959717
	Iteration 140F: 3 clusters Score -4662594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 37826 members 
Entering Unmasked Estep 
Score: -4662598.500000 Penalty: 3440.959717
	Iteration 141Q: 3 clusters Score -4662598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 37833 members 
Entering Unmasked Estep 
Score: -4662593.000000 Penalty: 3440.959717
	Iteration 142Q: 3 clusters Score -4662593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 37840 members 
Entering Unmasked Estep 
Score: -4662592.500000 Penalty: 3440.959717
	Iteration 143Q: 3 clusters Score -4662592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 37844 members 
Entering Unmasked Estep 
Score: -4662591.500000 Penalty: 3440.959717
	Iteration 144Q: 3 clusters Score -4662592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 37849 members 
Entering Unmasked Estep 
Score: -4662593.500000 Penalty: 3440.959717
	Iteration 145Q: 3 clusters Score -4662594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 37857 members 
Entering Unmasked Estep 
Score: -4662598.000000 Penalty: 3440.959717
	Iteration 146Q: 3 clusters Score -4662598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 37866 members 
Entering Unmasked Estep 
Score: -4662592.000000 Penalty: 3440.959717
	Iteration 147Q: 3 clusters Score -4662592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 37870 members 
Entering Unmasked Estep 
Score: -4662591.000000 Penalty: 3440.959717
	Iteration 148Q: 3 clusters Score -4662591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 37876 members 
Entering Unmasked Estep 
Score: -4662601.000000 Penalty: 3440.959717
	Iteration 149Q: 3 clusters Score -4662601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
Score: -4662600.500000 Penalty: 3440.959717
	Iteration 150Q: 3 clusters Score -4662600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -4662602.500000 Penalty: 3440.959717
	Iteration 151Q: 3 clusters Score -4662602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 37893 members 
Entering Unmasked Estep 
Score: -4662611.000000 Penalty: 3440.959717
	Iteration 152Q: 3 clusters Score -4662611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 37896 members 
Entering Unmasked Estep 
Score: -4662607.000000 Penalty: 3440.959717
	Iteration 153Q: 3 clusters Score -4662607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 37897 members 
Entering Unmasked Estep 
Score: -4662605.000000 Penalty: 3440.959717
	Iteration 154Q: 3 clusters Score -4662605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 37897 members 
Entering Unmasked Estep 
Score: -4662605.000000 Penalty: 3440.959717
	Iteration 155F: 3 clusters Score -4662605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (86015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86015 members 
Entering Unmasked Estep 
Score: -9791315.000000 Penalty: 1846.369995
	Iteration 0F: 2 clusters Score -9791315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43055 members 
Mstep: Class 2 contains 42960 members 
Entering Unmasked Estep 
Score: -9733759.000000 Penalty: 3692.739990
	Iteration 0F: 3 clusters Score -9733759 nChanged 41194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43529 members 
Mstep: Class 2 contains 42486 members 
Entering Unmasked Estep 
Score: -9758001.000000 Penalty: 3692.739990
	Iteration 1F: 3 clusters Score -9758001 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43654 members 
Mstep: Class 2 contains 42361 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -9759058 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43773 members 
Mstep: Class 2 contains 42242 members 
Entering Unmasked Estep 
Score: -9760492.000000 Penalty: 3692.739990
	Iteration 3Q: 3 clusters Score -9760492 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43683 members 
Mstep: Class 2 contains 42332 members 
Entering Unmasked Estep 
Score: -9762408.000000 Penalty: 3692.739990
	Iteration 4Q: 3 clusters Score -9762408 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43155 members 
Mstep: Class 2 contains 42860 members 
Entering Unmasked Estep 
Score: -9764960.000000 Penalty: 3692.739990
	Iteration 5F: 3 clusters Score -9764960 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42151 members 
Mstep: Class 2 contains 43864 members 
Entering Unmasked Estep 
Score: -9768348.000000 Penalty: 3692.739990
	Iteration 6F: 3 clusters Score -9768348 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40707 members 
Mstep: Class 2 contains 45308 members 
Entering Unmasked Estep 
Score: -9772386.000000 Penalty: 3692.739990
	Iteration 7F: 3 clusters Score -9772386 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39224 members 
Mstep: Class 2 contains 46791 members 
Entering Unmasked Estep 
Score: -9775992.000000 Penalty: 3692.739990
	Iteration 8F: 3 clusters Score -9775992 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37772 members 
Mstep: Class 2 contains 48243 members 
Entering Unmasked Estep 
Score: -9778165.000000 Penalty: 3692.739990
	Iteration 9Q: 3 clusters Score -9778165 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36301 members 
Mstep: Class 2 contains 49714 members 
Entering Unmasked Estep 
Score: -9779669.000000 Penalty: 3692.739990
	Iteration 10Q: 3 clusters Score -9779669 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34592 members 
Mstep: Class 2 contains 51423 members 
Entering Unmasked Estep 
Score: -9780724.000000 Penalty: 3692.739990
	Iteration 11Q: 3 clusters Score -9780724 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 53213 members 
Entering Unmasked Estep 
Score: -9781717.000000 Penalty: 3692.739990
	Iteration 12Q: 3 clusters Score -9781717 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 54991 members 
Entering Unmasked Estep 
Score: -9782675.000000 Penalty: 3692.739990
	Iteration 13Q: 3 clusters Score -9782675 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 56731 members 
Entering Unmasked Estep 
Score: -9783605.000000 Penalty: 3692.739990
	Iteration 14Q: 3 clusters Score -9783605 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 58384 members 
Entering Unmasked Estep 
Score: -9784435.000000 Penalty: 3692.739990
	Iteration 15Q: 3 clusters Score -9784435 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 59945 members 
Entering Unmasked Estep 
Score: -9785139.000000 Penalty: 3692.739990
	Iteration 16Q: 3 clusters Score -9785139 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 61399 members 
Entering Unmasked Estep 
Score: -9785754.000000 Penalty: 3692.739990
	Iteration 17Q: 3 clusters Score -9785754 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 62724 members 
Entering Unmasked Estep 
Score: -9786189.000000 Penalty: 3692.739990
	Iteration 18Q: 3 clusters Score -9786189 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 63910 members 
Entering Unmasked Estep 
Score: -9786573.000000 Penalty: 3692.739990
	Iteration 19Q: 3 clusters Score -9786573 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 65063 members 
Entering Unmasked Estep 
Score: -9786924.000000 Penalty: 3692.739990
	Iteration 20F: 3 clusters Score -9786924 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 66129 members 
Entering Unmasked Estep 
Score: -9787233.000000 Penalty: 3692.739990
	Iteration 21Q: 3 clusters Score -9787233 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 67093 members 
Entering Unmasked Estep 
Score: -9787514.000000 Penalty: 3692.739990
	Iteration 22Q: 3 clusters Score -9787514 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 67969 members 
Entering Unmasked Estep 
Score: -9787749.000000 Penalty: 3692.739990
	Iteration 23Q: 3 clusters Score -9787749 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 68814 members 
Entering Unmasked Estep 
Score: -9787938.000000 Penalty: 3692.739990
	Iteration 24Q: 3 clusters Score -9787938 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 69562 members 
Entering Unmasked Estep 
Score: -9788112.000000 Penalty: 3692.739990
	Iteration 25Q: 3 clusters Score -9788112 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 70242 members 
Entering Unmasked Estep 
Score: -9788229.000000 Penalty: 3692.739990
	Iteration 26Q: 3 clusters Score -9788229 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 70839 members 
Entering Unmasked Estep 
Score: -9788341.000000 Penalty: 3692.739990
	Iteration 27Q: 3 clusters Score -9788341 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 71359 members 
Entering Unmasked Estep 
Score: -9788458.000000 Penalty: 3692.739990
	Iteration 28Q: 3 clusters Score -9788458 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 71851 members 
Entering Unmasked Estep 
Score: -9788577.000000 Penalty: 3692.739990
	Iteration 29Q: 3 clusters Score -9788577 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 72330 members 
Entering Unmasked Estep 
Score: -9788706.000000 Penalty: 3692.739990
	Iteration 30Q: 3 clusters Score -9788706 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 72772 members 
Entering Unmasked Estep 
Score: -9788757.000000 Penalty: 3692.739990
	Iteration 31Q: 3 clusters Score -9788757 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 73173 members 
Entering Unmasked Estep 
Score: -9788803.000000 Penalty: 3692.739990
	Iteration 32Q: 3 clusters Score -9788803 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 73534 members 
Entering Unmasked Estep 
Score: -9788862.000000 Penalty: 3692.739990
	Iteration 33Q: 3 clusters Score -9788862 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 73852 members 
Entering Unmasked Estep 
Score: -9788956.000000 Penalty: 3692.739990
	Iteration 34Q: 3 clusters Score -9788956 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 74169 members 
Entering Unmasked Estep 
Score: -9788966.000000 Penalty: 3692.739990
	Iteration 35Q: 3 clusters Score -9788966 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 74463 members 
Entering Unmasked Estep 
Score: -9788997.000000 Penalty: 3692.739990
	Iteration 36Q: 3 clusters Score -9788997 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 74751 members 
Entering Unmasked Estep 
Score: -9789032.000000 Penalty: 3692.739990
	Iteration 37Q: 3 clusters Score -9789032 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 75044 members 
Entering Unmasked Estep 
Score: -9789055.000000 Penalty: 3692.739990
	Iteration 38Q: 3 clusters Score -9789055 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 75309 members 
Entering Unmasked Estep 
Score: -9789124.000000 Penalty: 3692.739990
	Iteration 39Q: 3 clusters Score -9789124 nChanged 246
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 75555 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9789158 nChanged 239
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 75794 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9789182 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 76023 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9789218 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 76244 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9789240 nChanged 207
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 76451 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9789283 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 76662 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9789291 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 76894 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9789325 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 77130 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9789369 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 77350 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9789414 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 77579 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9789449 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 77786 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9789480 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 77966 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9789491 nChanged 198
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 78164 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9789513 nChanged 188
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 78352 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9789544 nChanged 192
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Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 78544 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9789573 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 78718 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9789589 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 78876 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9789580 nChanged 138
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Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 79014 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9789599 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 79135 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9789624 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 79231 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9789605 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 79322 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9789634 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 79405 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9789620 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 79472 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9789631 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 79537 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9789634 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 79602 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9789646 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 79659 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9789657 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 79722 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9789656 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 79783 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9789674 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 79827 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9789686 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 79872 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9789699 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 79904 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9789697 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 79940 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9789686 nChanged 42
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 79982 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9789709 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 80034 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9789721 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 80071 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9789713 nChanged 40
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Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 80111 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9789732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 80138 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9789731 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 80168 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9789729 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 80195 members 
Entering Unmasked Estep 
Score: -9789733.000000 Penalty: 3692.739990
	Iteration 78Q: 3 clusters Score -9789733 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 80229 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9789742 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 80255 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9789742 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 80280 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9789742 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 80305 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9789737 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 80326 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9789731 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 80345 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9789747 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 80368 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9789729 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 80381 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9789726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 80396 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9789731 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 80407 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9789727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 80415 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9789719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 80423 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9789709 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 80436 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9789721 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 80452 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9789735 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 80471 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9789755 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 80485 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9789748 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 80504 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9789761 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 80524 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9789756 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 80547 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9789762 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 80558 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9789770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 80571 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9789770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 80589 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9789777 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 80611 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9789795 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 80641 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9789809 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 80668 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9789804 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 80699 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9789807 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 80722 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9789808 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 80741 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9789811 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 80755 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9789810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 80774 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9789816 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 80790 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9789806 nChanged 15
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Mstep: Class 1 contains 5210 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9789808 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 80821 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9789812 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 80838 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9789817 nChanged 19
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Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 80857 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9789825 nChanged 19
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Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 80876 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9789827 nChanged 14
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Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 80890 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9789834 nChanged 23
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Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 80913 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9789840 nChanged 26
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Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 80939 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9789838 nChanged 30
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Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 80969 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9789850 nChanged 23
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Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 80992 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9789842 nChanged 18
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Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 81010 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -9789842 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 81019 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9789840 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 81025 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -9789834 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 81029 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -9789838 nChanged 5
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Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 81034 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -9789842 nChanged 7
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Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 81041 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9789829 nChanged 4
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Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 81045 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -9789835 nChanged 6
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Mstep: Class 1 contains 4964 members 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -9789843 nChanged 9
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Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 81060 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -9789843 nChanged 6
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Mstep: Class 1 contains 4949 members 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -9789840 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4942 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -9789844 nChanged 6
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Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 81079 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -9789852 nChanged 4
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Mstep: Class 1 contains 4932 members 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -9789853 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 81088 members 
Entering Unmasked Estep 
Score: -9789847.000000 Penalty: 3692.739990
	Iteration 133Q: 3 clusters Score -9789847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 81092 members 
Entering Unmasked Estep 
Score: -9789841.000000 Penalty: 3692.739990
	Iteration 134Q: 3 clusters Score -9789841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 81095 members 
Entering Unmasked Estep 
Score: -9789841.000000 Penalty: 3692.739990
	Iteration 135Q: 3 clusters Score -9789841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 81096 members 
Entering Unmasked Estep 
Score: -9789843.000000 Penalty: 3692.739990
	Iteration 136Q: 3 clusters Score -9789843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 81096 members 
Entering Unmasked Estep 
Score: -9789843.000000 Penalty: 3692.739990
	Iteration 137F: 3 clusters Score -9789843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Entering Unmasked Estep 
Score: -446487.500000 Penalty: 1354.896973
	Iteration 0F: 2 clusters Score -446487.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -443054.906250 Penalty: 2709.793945
	Iteration 0F: 3 clusters Score -443054.9 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -444125.062500 Penalty: 2709.793945
	Iteration 1F: 3 clusters Score -444125.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -444370.187500 Penalty: 2709.793945
	Iteration 2F: 3 clusters Score -444370.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -444552.062500 Penalty: 2709.793945
	Iteration 3F: 3 clusters Score -444552.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -444669.500000 Penalty: 2709.793945
	Iteration 4Q: 3 clusters Score -444669.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -444776.343750 Penalty: 2709.793945
	Iteration 5Q: 3 clusters Score -444776.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -444865.125000 Penalty: 2709.793945
	Iteration 6Q: 3 clusters Score -444865.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -444973.250000 Penalty: 2709.793945
	Iteration 7Q: 3 clusters Score -444973.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -445111.750000 Penalty: 2709.793945
	Iteration 8Q: 3 clusters Score -445111.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -445281.187500 Penalty: 2709.793945
	Iteration 9Q: 3 clusters Score -445281.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -445436.718750 Penalty: 2709.793945
	Iteration 10Q: 3 clusters Score -445436.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -445534.531250 Penalty: 2709.793945
	Iteration 11Q: 3 clusters Score -445534.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -445614.343750 Penalty: 2709.793945
	Iteration 12Q: 3 clusters Score -445614.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -445686.187500 Penalty: 2709.793945
	Iteration 13Q: 3 clusters Score -445686.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -445742.562500 Penalty: 2709.793945
	Iteration 14Q: 3 clusters Score -445742.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -445789.156250 Penalty: 2709.793945
	Iteration 15Q: 3 clusters Score -445789.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -445819.250000 Penalty: 2709.793945
	Iteration 16Q: 3 clusters Score -445819.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -445841.656250 Penalty: 2709.793945
	Iteration 17Q: 3 clusters Score -445841.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -445863.812500 Penalty: 2709.793945
	Iteration 18Q: 3 clusters Score -445863.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -445879.843750 Penalty: 2709.793945
	Iteration 19Q: 3 clusters Score -445879.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -445892.187500 Penalty: 2709.793945
	Iteration 20F: 3 clusters Score -445892.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -445903.562500 Penalty: 2709.793945
	Iteration 21Q: 3 clusters Score -445903.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -445912.312500 Penalty: 2709.793945
	Iteration 22Q: 3 clusters Score -445912.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -445919.468750 Penalty: 2709.793945
	Iteration 23Q: 3 clusters Score -445919.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -445924.812500 Penalty: 2709.793945
	Iteration 24Q: 3 clusters Score -445924.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -445928.656250 Penalty: 2709.793945
	Iteration 25Q: 3 clusters Score -445928.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -445934.093750 Penalty: 2709.793945
	Iteration 26Q: 3 clusters Score -445934.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -445937.031250 Penalty: 2709.793945
	Iteration 27Q: 3 clusters Score -445937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -445941.375000 Penalty: 2709.793945
	Iteration 28Q: 3 clusters Score -445941.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -445943.031250 Penalty: 2709.793945
	Iteration 29Q: 3 clusters Score -445943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -445943.781250 Penalty: 2709.793945
	Iteration 30Q: 3 clusters Score -445943.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -445943.625000 Penalty: 2709.793945
	Iteration 31Q: 3 clusters Score -445943.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -445943.625000 Penalty: 2709.793945
	Iteration 32F: 3 clusters Score -445943.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Entering Unmasked Estep 
Score: -45316.132812 Penalty: 1019.648865
	Iteration 0F: 2 clusters Score -45316.13 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 256 members 
Entering Unmasked Estep 
Score: -44313.179688 Penalty: 2039.297729
	Iteration 0F: 3 clusters Score -44313.18 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -44598.292969 Penalty: 2039.297729
	Iteration 1F: 3 clusters Score -44598.29 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -44722.527344 Penalty: 2039.297729
	Iteration 2F: 3 clusters Score -44722.53 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -44767.300781 Penalty: 2039.297729
	Iteration 3Q: 3 clusters Score -44767.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -44843.421875 Penalty: 2039.297729
	Iteration 4Q: 3 clusters Score -44843.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -44862.019531 Penalty: 2039.297729
	Iteration 5Q: 3 clusters Score -44862.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -44872.292969 Penalty: 2039.297729
	Iteration 6Q: 3 clusters Score -44872.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -44873.542969 Penalty: 2039.297729
	Iteration 7Q: 3 clusters Score -44873.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -44873.542969 Penalty: 2039.297729
	Iteration 8F: 3 clusters Score -44873.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Entering Unmasked Estep 
Score: -187371.796875 Penalty: 1227.664551
	Iteration 0F: 2 clusters Score -187371.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -185351.156250 Penalty: 2455.329102
	Iteration 0F: 3 clusters Score -185351.2 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -185843.218750 Penalty: 2455.329102
	Iteration 1F: 3 clusters Score -185843.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -186018.218750 Penalty: 2455.329102
	Iteration 2F: 3 clusters Score -186018.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -186148.562500 Penalty: 2455.329102
	Iteration 3F: 3 clusters Score -186148.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -186259.625000 Penalty: 2455.329102
	Iteration 4F: 3 clusters Score -186259.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -186330.578125 Penalty: 2455.329102
	Iteration 5Q: 3 clusters Score -186330.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -186386.781250 Penalty: 2455.329102
	Iteration 6Q: 3 clusters Score -186386.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -186428.187500 Penalty: 2455.329102
	Iteration 7Q: 3 clusters Score -186428.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -186473.000000 Penalty: 2455.329102
	Iteration 8Q: 3 clusters Score -186473 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -186516.546875 Penalty: 2455.329102
	Iteration 9Q: 3 clusters Score -186516.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -186548.531250 Penalty: 2455.329102
	Iteration 10Q: 3 clusters Score -186548.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -186574.906250 Penalty: 2455.329102
	Iteration 11Q: 3 clusters Score -186574.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -186582.187500 Penalty: 2455.329102
	Iteration 12Q: 3 clusters Score -186582.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -186590.250000 Penalty: 2455.329102
	Iteration 13Q: 3 clusters Score -186590.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -186593.937500 Penalty: 2455.329102
	Iteration 14Q: 3 clusters Score -186593.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -186597.390625 Penalty: 2455.329102
	Iteration 15Q: 3 clusters Score -186597.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -186598.343750 Penalty: 2455.329102
	Iteration 16Q: 3 clusters Score -186598.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -186601.218750 Penalty: 2455.329102
	Iteration 17Q: 3 clusters Score -186601.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -186604.046875 Penalty: 2455.329102
	Iteration 18Q: 3 clusters Score -186604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -186606.250000 Penalty: 2455.329102
	Iteration 19Q: 3 clusters Score -186606.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -186608.343750 Penalty: 2455.329102
	Iteration 20F: 3 clusters Score -186608.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -186609.781250 Penalty: 2455.329102
	Iteration 21Q: 3 clusters Score -186609.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -186611.343750 Penalty: 2455.329102
	Iteration 22Q: 3 clusters Score -186611.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -186612.750000 Penalty: 2455.329102
	Iteration 23Q: 3 clusters Score -186612.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -186613.203125 Penalty: 2455.329102
	Iteration 24Q: 3 clusters Score -186613.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -186613.203125 Penalty: 2455.329102
	Iteration 25F: 3 clusters Score -186613.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -2037941.375000 Penalty: 1582.371216
	Iteration 0F: 2 clusters Score -2037941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -2026336.250000 Penalty: 3164.742432
	Iteration 0F: 3 clusters Score -2026336 nChanged 7471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -2030192.125000 Penalty: 3164.742432
	Iteration 1F: 3 clusters Score -2030192 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -2030436.625000 Penalty: 3164.742432
	Iteration 2Q: 3 clusters Score -2030437 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -2030640.750000 Penalty: 3164.742432
	Iteration 3Q: 3 clusters Score -2030641 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -2030852.625000 Penalty: 3164.742432
	Iteration 4Q: 3 clusters Score -2030853 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -2031132.375000 Penalty: 3164.742432
	Iteration 5Q: 3 clusters Score -2031132 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -2031570.125000 Penalty: 3164.742432
	Iteration 6Q: 3 clusters Score -2031570 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -2032289.375000 Penalty: 3164.742432
	Iteration 7F: 3 clusters Score -2032289 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -2033339.625000 Penalty: 3164.742432
	Iteration 8F: 3 clusters Score -2033340 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -2034561.125000 Penalty: 3164.742432
	Iteration 9F: 3 clusters Score -2034561 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -2035534.000000 Penalty: 3164.742432
	Iteration 10F: 3 clusters Score -2035534 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -2036070.625000 Penalty: 3164.742432
	Iteration 11Q: 3 clusters Score -2036071 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -2036314.250000 Penalty: 3164.742432
	Iteration 12Q: 3 clusters Score -2036314 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -2036419.625000 Penalty: 3164.742432
	Iteration 13Q: 3 clusters Score -2036420 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -2036454.875000 Penalty: 3164.742432
	Iteration 14Q: 3 clusters Score -2036455 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -2036471.750000 Penalty: 3164.742432
	Iteration 15Q: 3 clusters Score -2036472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -2036484.500000 Penalty: 3164.742432
	Iteration 16Q: 3 clusters Score -2036484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -2036497.125000 Penalty: 3164.742432
	Iteration 17Q: 3 clusters Score -2036497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -2036510.625000 Penalty: 3164.742432
	Iteration 18Q: 3 clusters Score -2036511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -2036519.375000 Penalty: 3164.742432
	Iteration 19Q: 3 clusters Score -2036519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -2036532.125000 Penalty: 3164.742432
	Iteration 20F: 3 clusters Score -2036532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -2036541.750000 Penalty: 3164.742432
	Iteration 21Q: 3 clusters Score -2036542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -2036554.875000 Penalty: 3164.742432
	Iteration 22Q: 3 clusters Score -2036555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -2036565.625000 Penalty: 3164.742432
	Iteration 23Q: 3 clusters Score -2036566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -2036571.500000 Penalty: 3164.742432
	Iteration 24Q: 3 clusters Score -2036572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -2036571.500000 Penalty: 3164.742432
	Iteration 25F: 3 clusters Score -2036572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -70359.015625 Penalty: 1060.793213
	Iteration 0F: 2 clusters Score -70359.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -69155.117188 Penalty: 2121.586426
	Iteration 0F: 3 clusters Score -69155.12 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -69341.601562 Penalty: 2121.586426
	Iteration 1F: 3 clusters Score -69341.6 nChanged 49
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: -69420.578125 Penalty: 2121.586426
	Iteration 2F: 3 clusters Score -69420.58 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -69479.007812 Penalty: 2121.586426
	Iteration 3Q: 3 clusters Score -69479.01 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -69539.156250 Penalty: 2121.586426
	Iteration 4Q: 3 clusters Score -69539.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -69586.046875 Penalty: 2121.586426
	Iteration 5Q: 3 clusters Score -69586.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -69624.343750 Penalty: 2121.586426
	Iteration 6Q: 3 clusters Score -69624.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -69650.414062 Penalty: 2121.586426
	Iteration 7Q: 3 clusters Score -69650.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -69670.453125 Penalty: 2121.586426
	Iteration 8Q: 3 clusters Score -69670.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -69685.007812 Penalty: 2121.586426
	Iteration 9Q: 3 clusters Score -69685.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -69706.054688 Penalty: 2121.586426
	Iteration 10Q: 3 clusters Score -69706.05 nChanged 5
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: -69717.632812 Penalty: 2121.586426
	Iteration 11Q: 3 clusters Score -69717.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -69725.992188 Penalty: 2121.586426
	Iteration 12Q: 3 clusters Score -69725.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -69745.890625 Penalty: 2121.586426
	Iteration 13Q: 3 clusters Score -69745.89 nChanged 5
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: -69755.304688 Penalty: 2121.586426
	Iteration 14Q: 3 clusters Score -69755.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -69760.976562 Penalty: 2121.586426
	Iteration 15Q: 3 clusters Score -69760.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -69760.976562 Penalty: 2121.586426
	Iteration 16F: 3 clusters Score -69760.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -14077.705078 Penalty: 895.275635
	Iteration 0F: 2 clusters Score -14077.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -13437.238281 Penalty: 1790.551270
	Iteration 0F: 3 clusters Score -13437.24 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13539.114258 Penalty: 1790.551270
	Iteration 1F: 3 clusters Score -13539.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -13551.279297 Penalty: 1790.551270
	Iteration 2Q: 3 clusters Score -13551.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -13565.871094 Penalty: 1790.551270
	Iteration 3Q: 3 clusters Score -13565.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -13590.891602 Penalty: 1790.551270
	Iteration 4Q: 3 clusters Score -13590.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -13605.205078 Penalty: 1790.551270
	Iteration 5Q: 3 clusters Score -13605.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -13605.205078 Penalty: 1790.551270
	Iteration 6F: 3 clusters Score -13605.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (111690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111690 members 
Entering Unmasked Estep 
Score: -13257818.000000 Penalty: 1888.815918
	Iteration 0F: 2 clusters Score -1.325782e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55688 members 
Mstep: Class 2 contains 56002 members 
Entering Unmasked Estep 
Score: -13187252.000000 Penalty: 3777.631836
	Iteration 0F: 3 clusters Score -1.318725e+07 nChanged 53768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52786 members 
Mstep: Class 2 contains 58904 members 
Entering Unmasked Estep 
Score: -13218736.000000 Penalty: 3777.631836
	Iteration 1F: 3 clusters Score -1.321874e+07 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50099 members 
Mstep: Class 2 contains 61591 members 
Entering Unmasked Estep 
Score: -13219965.000000 Penalty: 3777.631836
	Iteration 2Q: 3 clusters Score -1.321996e+07 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45901 members 
Mstep: Class 2 contains 65789 members 
Entering Unmasked Estep 
Score: -13221848.000000 Penalty: 3777.631836
	Iteration 3Q: 3 clusters Score -1.322185e+07 nChanged 6490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39731 members 
Mstep: Class 2 contains 71959 members 
Entering Unmasked Estep 
Score: -13225216.000000 Penalty: 3777.631836
	Iteration 4F: 3 clusters Score -1.322522e+07 nChanged 8699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 80528 members 
Entering Unmasked Estep 
Score: -13230957.000000 Penalty: 3777.631836
	Iteration 5F: 3 clusters Score -1.323096e+07 nChanged 10482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 90988 members 
Entering Unmasked Estep 
Score: -13239717.000000 Penalty: 3777.631836
	Iteration 6F: 3 clusters Score -1.323972e+07 nChanged 8425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 99401 members 
Entering Unmasked Estep 
Score: -13246566.000000 Penalty: 3777.631836
	Iteration 7F: 3 clusters Score -1.324657e+07 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 105032 members 
Entering Unmasked Estep 
Score: -13251044.000000 Penalty: 3777.631836
	Iteration 8F: 3 clusters Score -1.325104e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 108236 members 
Entering Unmasked Estep 
Score: -13253504.000000 Penalty: 3777.631836
	Iteration 9Q: 3 clusters Score -1.32535e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 109816 members 
Entering Unmasked Estep 
Score: -13254901.000000 Penalty: 3777.631836
	Iteration 10Q: 3 clusters Score -1.32549e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 110559 members 
Entering Unmasked Estep 
Score: -13255564.000000 Penalty: 3777.631836
	Iteration 11Q: 3 clusters Score -1.325556e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 110879 members 
Entering Unmasked Estep 
Score: -13255839.000000 Penalty: 3777.631836
	Iteration 12Q: 3 clusters Score -1.325584e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 111054 members 
Entering Unmasked Estep 
Score: -13255970.000000 Penalty: 3777.631836
	Iteration 13Q: 3 clusters Score -1.325597e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 111137 members 
Entering Unmasked Estep 
Score: -13256053.000000 Penalty: 3777.631836
	Iteration 14Q: 3 clusters Score -1.325605e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 111195 members 
Entering Unmasked Estep 
Score: -13256084.000000 Penalty: 3777.631836
	Iteration 15Q: 3 clusters Score -1.325608e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 111226 members 
Entering Unmasked Estep 
Score: -13256104.000000 Penalty: 3777.631836
	Iteration 16Q: 3 clusters Score -1.32561e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 111245 members 
Entering Unmasked Estep 
Score: -13256109.000000 Penalty: 3777.631836
	Iteration 17Q: 3 clusters Score -1.325611e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 111258 members 
Entering Unmasked Estep 
Score: -13256130.000000 Penalty: 3777.631836
	Iteration 18Q: 3 clusters Score -1.325613e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 111273 members 
Entering Unmasked Estep 
Score: -13256142.000000 Penalty: 3777.631836
	Iteration 19Q: 3 clusters Score -1.325614e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 111289 members 
Entering Unmasked Estep 
Score: -13256171.000000 Penalty: 3777.631836
	Iteration 20F: 3 clusters Score -1.325617e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 111303 members 
Entering Unmasked Estep 
Score: -13256174.000000 Penalty: 3777.631836
	Iteration 21Q: 3 clusters Score -1.325617e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 111312 members 
Entering Unmasked Estep 
Score: -13256185.000000 Penalty: 3777.631836
	Iteration 22Q: 3 clusters Score -1.325618e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 111314 members 
Entering Unmasked Estep 
Score: -13256189.000000 Penalty: 3777.631836
	Iteration 23Q: 3 clusters Score -1.325619e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 111314 members 
Entering Unmasked Estep 
Score: -13256191.000000 Penalty: 3777.631836
	Iteration 24Q: 3 clusters Score -1.325619e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 111314 members 
Entering Unmasked Estep 
Score: -13256191.000000 Penalty: 3777.631836
	Iteration 25F: 3 clusters Score -1.325619e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Entering Unmasked Estep 
Score: -939094.437500 Penalty: 1455.553589
	Iteration 0F: 2 clusters Score -939094.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -933337.000000 Penalty: 2911.107178
	Iteration 0F: 3 clusters Score -933337 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -935124.250000 Penalty: 2911.107178
	Iteration 1F: 3 clusters Score -935124.2 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -935379.062500 Penalty: 2911.107178
	Iteration 2F: 3 clusters Score -935379.1 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -935577.562500 Penalty: 2911.107178
	Iteration 3F: 3 clusters Score -935577.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -935739.187500 Penalty: 2911.107178
	Iteration 4Q: 3 clusters Score -935739.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -935895.062500 Penalty: 2911.107178
	Iteration 5Q: 3 clusters Score -935895.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -936074.500000 Penalty: 2911.107178
	Iteration 6Q: 3 clusters Score -936074.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -936290.812500 Penalty: 2911.107178
	Iteration 7Q: 3 clusters Score -936290.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -936548.812500 Penalty: 2911.107178
	Iteration 8Q: 3 clusters Score -936548.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -936834.000000 Penalty: 2911.107178
	Iteration 9Q: 3 clusters Score -936834 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -937112.437500 Penalty: 2911.107178
	Iteration 10Q: 3 clusters Score -937112.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -937327.062500 Penalty: 2911.107178
	Iteration 11Q: 3 clusters Score -937327.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -937488.312500 Penalty: 2911.107178
	Iteration 12Q: 3 clusters Score -937488.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -937605.562500 Penalty: 2911.107178
	Iteration 13Q: 3 clusters Score -937605.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -937685.625000 Penalty: 2911.107178
	Iteration 14Q: 3 clusters Score -937685.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -937738.125000 Penalty: 2911.107178
	Iteration 15Q: 3 clusters Score -937738.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -937765.875000 Penalty: 2911.107178
	Iteration 16Q: 3 clusters Score -937765.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -937789.625000 Penalty: 2911.107178
	Iteration 17Q: 3 clusters Score -937789.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -937820.312500 Penalty: 2911.107178
	Iteration 18Q: 3 clusters Score -937820.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -937830.562500 Penalty: 2911.107178
	Iteration 19Q: 3 clusters Score -937830.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -937840.062500 Penalty: 2911.107178
	Iteration 20F: 3 clusters Score -937840.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -937845.187500 Penalty: 2911.107178
	Iteration 21Q: 3 clusters Score -937845.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -937849.750000 Penalty: 2911.107178
	Iteration 22Q: 3 clusters Score -937849.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -937853.312500 Penalty: 2911.107178
	Iteration 23Q: 3 clusters Score -937853.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -937854.500000 Penalty: 2911.107178
	Iteration 24Q: 3 clusters Score -937854.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -937855.625000 Penalty: 2911.107178
	Iteration 25Q: 3 clusters Score -937855.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -937859.500000 Penalty: 2911.107178
	Iteration 26Q: 3 clusters Score -937859.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -937859.500000 Penalty: 2911.107178
	Iteration 27F: 3 clusters Score -937859.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -56352.324219 Penalty: 1026.539307
	Iteration 0F: 2 clusters Score -56352.32 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 284 members 
Entering Unmasked Estep 
Score: -55258.031250 Penalty: 2053.078613
	Iteration 0F: 3 clusters Score -55258.03 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -55416.371094 Penalty: 2053.078613
	Iteration 1F: 3 clusters Score -55416.37 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -55468.187500 Penalty: 2053.078613
	Iteration 2F: 3 clusters Score -55468.19 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -55509.957031 Penalty: 2053.078613
	Iteration 3Q: 3 clusters Score -55509.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -55541.234375 Penalty: 2053.078613
	Iteration 4Q: 3 clusters Score -55541.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -55551.808594 Penalty: 2053.078613
	Iteration 5Q: 3 clusters Score -55551.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -55574.019531 Penalty: 2053.078613
	Iteration 6Q: 3 clusters Score -55574.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -55594.421875 Penalty: 2053.078613
	Iteration 7Q: 3 clusters Score -55594.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -55628.535156 Penalty: 2053.078613
	Iteration 8Q: 3 clusters Score -55628.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -55677.445312 Penalty: 2053.078613
	Iteration 9Q: 3 clusters Score -55677.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -55738.750000 Penalty: 2053.078613
	Iteration 10Q: 3 clusters Score -55738.75 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -55796.523438 Penalty: 2053.078613
	Iteration 11Q: 3 clusters Score -55796.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -55837.621094 Penalty: 2053.078613
	Iteration 12Q: 3 clusters Score -55837.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -55863.277344 Penalty: 2053.078613
	Iteration 13Q: 3 clusters Score -55863.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -55885.992188 Penalty: 2053.078613
	Iteration 14Q: 3 clusters Score -55885.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -55911.054688 Penalty: 2053.078613
	Iteration 15Q: 3 clusters Score -55911.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -55931.023438 Penalty: 2053.078613
	Iteration 16Q: 3 clusters Score -55931.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -55941.433594 Penalty: 2053.078613
	Iteration 17Q: 3 clusters Score -55941.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -55954.625000 Penalty: 2053.078613
	Iteration 18Q: 3 clusters Score -55954.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -55968.828125 Penalty: 2053.078613
	Iteration 19Q: 3 clusters Score -55968.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -55993.300781 Penalty: 2053.078613
	Iteration 20F: 3 clusters Score -55993.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -56014.796875 Penalty: 2053.078613
	Iteration 21Q: 3 clusters Score -56014.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -56018.589844 Penalty: 2053.078613
	Iteration 22Q: 3 clusters Score -56018.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -56029.261719 Penalty: 2053.078613
	Iteration 23Q: 3 clusters Score -56029.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -56042.867188 Penalty: 2053.078613
	Iteration 24Q: 3 clusters Score -56042.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -56055.460938 Penalty: 2053.078613
	Iteration 25Q: 3 clusters Score -56055.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -56072.300781 Penalty: 2053.078613
	Iteration 26Q: 3 clusters Score -56072.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -56080.445312 Penalty: 2053.078613
	Iteration 27Q: 3 clusters Score -56080.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -56080.445312 Penalty: 2053.078613
	Iteration 28F: 3 clusters Score -56080.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -4525941.000000 Penalty: 1719.237183
	Iteration 0F: 2 clusters Score -4525941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -4499450.000000 Penalty: 3438.474365
	Iteration 0F: 3 clusters Score -4499450 nChanged 18418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -4509661.500000 Penalty: 3438.474365
	Iteration 1F: 3 clusters Score -4509662 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -4510039.000000 Penalty: 3438.474365
	Iteration 2Q: 3 clusters Score -4510039 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -4510437.000000 Penalty: 3438.474365
	Iteration 3Q: 3 clusters Score -4510437 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -4510902.000000 Penalty: 3438.474365
	Iteration 4Q: 3 clusters Score -4510902 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -4511406.500000 Penalty: 3438.474365
	Iteration 5Q: 3 clusters Score -4511406 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -4511943.500000 Penalty: 3438.474365
	Iteration 6Q: 3 clusters Score -4511944 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -4512692.500000 Penalty: 3438.474365
	Iteration 7Q: 3 clusters Score -4512692 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -4513656.500000 Penalty: 3438.474365
	Iteration 8Q: 3 clusters Score -4513656 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -4515036.000000 Penalty: 3438.474365
	Iteration 9F: 3 clusters Score -4515036 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -4516682.500000 Penalty: 3438.474365
	Iteration 10F: 3 clusters Score -4516682 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -4518205.500000 Penalty: 3438.474365
	Iteration 11F: 3 clusters Score -4518206 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -4519203.000000 Penalty: 3438.474365
	Iteration 12Q: 3 clusters Score -4519203 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -4519766.000000 Penalty: 3438.474365
	Iteration 13Q: 3 clusters Score -4519766 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -4520264.500000 Penalty: 3438.474365
	Iteration 14Q: 3 clusters Score -4520264 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -4520680.000000 Penalty: 3438.474365
	Iteration 15Q: 3 clusters Score -4520680 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -4521096.500000 Penalty: 3438.474365
	Iteration 16Q: 3 clusters Score -4521096 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -4521420.500000 Penalty: 3438.474365
	Iteration 17Q: 3 clusters Score -4521420 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29038 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -4521673.500000 Penalty: 3438.474365
	Iteration 18Q: 3 clusters Score -4521674 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -4521909.000000 Penalty: 3438.474365
	Iteration 19Q: 3 clusters Score -4521909 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -4522109.500000 Penalty: 3438.474365
	Iteration 20F: 3 clusters Score -4522110 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -4522295.500000 Penalty: 3438.474365
	Iteration 21Q: 3 clusters Score -4522296 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30938 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -4522443.000000 Penalty: 3438.474365
	Iteration 22Q: 3 clusters Score -4522443 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -4522594.500000 Penalty: 3438.474365
	Iteration 23Q: 3 clusters Score -4522594 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31740 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -4522712.000000 Penalty: 3438.474365
	Iteration 24Q: 3 clusters Score -4522712 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32118 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -4522818.500000 Penalty: 3438.474365
	Iteration 25Q: 3 clusters Score -4522818 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -4522949.000000 Penalty: 3438.474365
	Iteration 26Q: 3 clusters Score -4522949 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32884 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -4523071.000000 Penalty: 3438.474365
	Iteration 27Q: 3 clusters Score -4523071 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33234 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -4523181.000000 Penalty: 3438.474365
	Iteration 28Q: 3 clusters Score -4523181 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33559 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -4523271.000000 Penalty: 3438.474365
	Iteration 29Q: 3 clusters Score -4523271 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -4523352.500000 Penalty: 3438.474365
	Iteration 30Q: 3 clusters Score -4523352 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34152 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -4523433.500000 Penalty: 3438.474365
	Iteration 31Q: 3 clusters Score -4523434 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34430 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -4523524.500000 Penalty: 3438.474365
	Iteration 32Q: 3 clusters Score -4523524 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34708 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -4523611.000000 Penalty: 3438.474365
	Iteration 33Q: 3 clusters Score -4523611 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -4523676.000000 Penalty: 3438.474365
	Iteration 34Q: 3 clusters Score -4523676 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35161 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -4523732.500000 Penalty: 3438.474365
	Iteration 35Q: 3 clusters Score -4523732 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35381 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -4523787.000000 Penalty: 3438.474365
	Iteration 36Q: 3 clusters Score -4523787 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35591 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -4523860.500000 Penalty: 3438.474365
	Iteration 37Q: 3 clusters Score -4523860 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -4523933.000000 Penalty: 3438.474365
	Iteration 38Q: 3 clusters Score -4523933 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35953 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -4523980.000000 Penalty: 3438.474365
	Iteration 39Q: 3 clusters Score -4523980 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36078 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -4524014.000000 Penalty: 3438.474365
	Iteration 40F: 3 clusters Score -4524014 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36176 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -4524018.500000 Penalty: 3438.474365
	Iteration 41Q: 3 clusters Score -4524018 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36269 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -4524039.000000 Penalty: 3438.474365
	Iteration 42Q: 3 clusters Score -4524039 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36370 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -4524069.500000 Penalty: 3438.474365
	Iteration 43Q: 3 clusters Score -4524070 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36468 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -4524088.000000 Penalty: 3438.474365
	Iteration 44Q: 3 clusters Score -4524088 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -4524105.500000 Penalty: 3438.474365
	Iteration 45Q: 3 clusters Score -4524106 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36641 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -4524135.000000 Penalty: 3438.474365
	Iteration 46Q: 3 clusters Score -4524135 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36711 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -4524133.500000 Penalty: 3438.474365
	Iteration 47Q: 3 clusters Score -4524134 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36777 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -4524155.000000 Penalty: 3438.474365
	Iteration 48Q: 3 clusters Score -4524155 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36835 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -4524167.000000 Penalty: 3438.474365
	Iteration 49Q: 3 clusters Score -4524167 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36893 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -4524186.500000 Penalty: 3438.474365
	Iteration 50Q: 3 clusters Score -4524186 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36943 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -4524185.500000 Penalty: 3438.474365
	Iteration 51Q: 3 clusters Score -4524186 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36979 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -4524203.500000 Penalty: 3438.474365
	Iteration 52Q: 3 clusters Score -4524204 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37024 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -4524206.000000 Penalty: 3438.474365
	Iteration 53Q: 3 clusters Score -4524206 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37067 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -4524225.500000 Penalty: 3438.474365
	Iteration 54Q: 3 clusters Score -4524226 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37115 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -4524232.500000 Penalty: 3438.474365
	Iteration 55Q: 3 clusters Score -4524232 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -4524238.500000 Penalty: 3438.474365
	Iteration 56Q: 3 clusters Score -4524238 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37186 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -4524238.000000 Penalty: 3438.474365
	Iteration 57Q: 3 clusters Score -4524238 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -4524250.500000 Penalty: 3438.474365
	Iteration 58Q: 3 clusters Score -4524250 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37263 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -4524262.500000 Penalty: 3438.474365
	Iteration 59Q: 3 clusters Score -4524262 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37301 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -4524267.000000 Penalty: 3438.474365
	Iteration 60F: 3 clusters Score -4524267 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37345 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -4524275.500000 Penalty: 3438.474365
	Iteration 61Q: 3 clusters Score -4524276 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37388 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -4524283.000000 Penalty: 3438.474365
	Iteration 62Q: 3 clusters Score -4524283 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37423 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -4524287.500000 Penalty: 3438.474365
	Iteration 63Q: 3 clusters Score -4524288 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37455 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -4524296.000000 Penalty: 3438.474365
	Iteration 64Q: 3 clusters Score -4524296 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37491 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -4524302.000000 Penalty: 3438.474365
	Iteration 65Q: 3 clusters Score -4524302 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37521 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -4524314.000000 Penalty: 3438.474365
	Iteration 66Q: 3 clusters Score -4524314 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37557 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -4524319.500000 Penalty: 3438.474365
	Iteration 67Q: 3 clusters Score -4524320 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37589 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -4524323.000000 Penalty: 3438.474365
	Iteration 68Q: 3 clusters Score -4524323 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37613 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -4524326.000000 Penalty: 3438.474365
	Iteration 69Q: 3 clusters Score -4524326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37629 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -4524335.000000 Penalty: 3438.474365
	Iteration 70Q: 3 clusters Score -4524335 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37645 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -4524334.500000 Penalty: 3438.474365
	Iteration 71Q: 3 clusters Score -4524334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -4524337.000000 Penalty: 3438.474365
	Iteration 72Q: 3 clusters Score -4524337 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37672 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -4524336.000000 Penalty: 3438.474365
	Iteration 73Q: 3 clusters Score -4524336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37684 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -4524335.000000 Penalty: 3438.474365
	Iteration 74Q: 3 clusters Score -4524335 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37698 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -4524346.500000 Penalty: 3438.474365
	Iteration 75Q: 3 clusters Score -4524346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37708 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -4524352.000000 Penalty: 3438.474365
	Iteration 76Q: 3 clusters Score -4524352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -4524347.500000 Penalty: 3438.474365
	Iteration 77Q: 3 clusters Score -4524348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37733 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -4524344.000000 Penalty: 3438.474365
	Iteration 78Q: 3 clusters Score -4524344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37741 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4524347.500000 Penalty: 3438.474365
	Iteration 79Q: 3 clusters Score -4524348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37747 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -4524355.000000 Penalty: 3438.474365
	Iteration 80F: 3 clusters Score -4524355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37753 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -4524347.500000 Penalty: 3438.474365
	Iteration 81Q: 3 clusters Score -4524348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37757 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -4524351.500000 Penalty: 3438.474365
	Iteration 82Q: 3 clusters Score -4524352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37762 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -4524353.000000 Penalty: 3438.474365
	Iteration 83Q: 3 clusters Score -4524353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37768 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -4524352.500000 Penalty: 3438.474365
	Iteration 84Q: 3 clusters Score -4524352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37777 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -4524361.500000 Penalty: 3438.474365
	Iteration 85Q: 3 clusters Score -4524362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37787 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -4524351.500000 Penalty: 3438.474365
	Iteration 86Q: 3 clusters Score -4524352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -4524356.500000 Penalty: 3438.474365
	Iteration 87Q: 3 clusters Score -4524356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -4524357.500000 Penalty: 3438.474365
	Iteration 88Q: 3 clusters Score -4524358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -4524356.000000 Penalty: 3438.474365
	Iteration 89Q: 3 clusters Score -4524356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37805 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -4524356.000000 Penalty: 3438.474365
	Iteration 90Q: 3 clusters Score -4524356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37807 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -4524361.000000 Penalty: 3438.474365
	Iteration 91Q: 3 clusters Score -4524361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37809 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -4524363.500000 Penalty: 3438.474365
	Iteration 92Q: 3 clusters Score -4524364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37811 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -4524364.500000 Penalty: 3438.474365
	Iteration 93Q: 3 clusters Score -4524364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37815 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -4524362.500000 Penalty: 3438.474365
	Iteration 94Q: 3 clusters Score -4524362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37820 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -4524364.500000 Penalty: 3438.474365
	Iteration 95Q: 3 clusters Score -4524364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37825 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4524363.000000 Penalty: 3438.474365
	Iteration 96Q: 3 clusters Score -4524363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37827 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -4524364.500000 Penalty: 3438.474365
	Iteration 97Q: 3 clusters Score -4524364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37827 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -4524364.500000 Penalty: 3438.474365
	Iteration 98F: 3 clusters Score -4524364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Entering Unmasked Estep 
Score: -1314966.625000 Penalty: 1516.151978
	Iteration 0F: 2 clusters Score -1314967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1306914.250000 Penalty: 3032.303955
	Iteration 0F: 3 clusters Score -1306914 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1309574.875000 Penalty: 3032.303955
	Iteration 1F: 3 clusters Score -1309575 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1309909.875000 Penalty: 3032.303955
	Iteration 2F: 3 clusters Score -1309910 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1310214.375000 Penalty: 3032.303955
	Iteration 3F: 3 clusters Score -1310214 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1310561.625000 Penalty: 3032.303955
	Iteration 4F: 3 clusters Score -1310562 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1311043.625000 Penalty: 3032.303955
	Iteration 5F: 3 clusters Score -1311044 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1311657.250000 Penalty: 3032.303955
	Iteration 6F: 3 clusters Score -1311657 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1312284.750000 Penalty: 3032.303955
	Iteration 7F: 3 clusters Score -1312285 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1312785.875000 Penalty: 3032.303955
	Iteration 8Q: 3 clusters Score -1312786 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1313175.875000 Penalty: 3032.303955
	Iteration 9Q: 3 clusters Score -1313176 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1313398.875000 Penalty: 3032.303955
	Iteration 10Q: 3 clusters Score -1313399 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1313524.000000 Penalty: 3032.303955
	Iteration 11Q: 3 clusters Score -1313524 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1313602.125000 Penalty: 3032.303955
	Iteration 12Q: 3 clusters Score -1313602 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1313644.875000 Penalty: 3032.303955
	Iteration 13Q: 3 clusters Score -1313645 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1313678.125000 Penalty: 3032.303955
	Iteration 14Q: 3 clusters Score -1313678 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1313704.125000 Penalty: 3032.303955
	Iteration 15Q: 3 clusters Score -1313704 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1313719.375000 Penalty: 3032.303955
	Iteration 16Q: 3 clusters Score -1313719 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1313733.250000 Penalty: 3032.303955
	Iteration 17Q: 3 clusters Score -1313733 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1313745.750000 Penalty: 3032.303955
	Iteration 18Q: 3 clusters Score -1313746 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1313761.750000 Penalty: 3032.303955
	Iteration 19Q: 3 clusters Score -1313762 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1313779.125000 Penalty: 3032.303955
	Iteration 20F: 3 clusters Score -1313779 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1313798.500000 Penalty: 3032.303955
	Iteration 21Q: 3 clusters Score -1313798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1313806.625000 Penalty: 3032.303955
	Iteration 22Q: 3 clusters Score -1313807 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1313814.375000 Penalty: 3032.303955
	Iteration 23Q: 3 clusters Score -1313814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1313817.125000 Penalty: 3032.303955
	Iteration 24Q: 3 clusters Score -1313817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1313822.625000 Penalty: 3032.303955
	Iteration 25Q: 3 clusters Score -1313823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1313824.750000 Penalty: 3032.303955
	Iteration 26Q: 3 clusters Score -1313825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1313828.375000 Penalty: 3032.303955
	Iteration 27Q: 3 clusters Score -1313828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1313829.000000 Penalty: 3032.303955
	Iteration 28Q: 3 clusters Score -1313829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1313830.750000 Penalty: 3032.303955
	Iteration 29Q: 3 clusters Score -1313831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1313832.125000 Penalty: 3032.303955
	Iteration 30Q: 3 clusters Score -1313832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1313833.125000 Penalty: 3032.303955
	Iteration 31Q: 3 clusters Score -1313833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1313835.625000 Penalty: 3032.303955
	Iteration 32Q: 3 clusters Score -1313836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1313836.000000 Penalty: 3032.303955
	Iteration 33Q: 3 clusters Score -1313836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1313836.000000 Penalty: 3032.303955
	Iteration 34F: 3 clusters Score -1313836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (106194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106194 members 
Entering Unmasked Estep 
Score: -12507771.000000 Penalty: 1880.616211
	Iteration 0F: 2 clusters Score -1.250777e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52993 members 
Mstep: Class 2 contains 53201 members 
Entering Unmasked Estep 
Score: -12439506.000000 Penalty: 3761.232422
	Iteration 0F: 3 clusters Score -1.243951e+07 nChanged 50892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51133 members 
Mstep: Class 2 contains 55061 members 
Entering Unmasked Estep 
Score: -12469726.000000 Penalty: 3761.232422
	Iteration 1F: 3 clusters Score -1.246973e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49776 members 
Mstep: Class 2 contains 56418 members 
Entering Unmasked Estep 
Score: -12470350.000000 Penalty: 3761.232422
	Iteration 2Q: 3 clusters Score -1.247035e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47823 members 
Mstep: Class 2 contains 58371 members 
Entering Unmasked Estep 
Score: -12471260.000000 Penalty: 3761.232422
	Iteration 3Q: 3 clusters Score -1.247126e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44943 members 
Mstep: Class 2 contains 61251 members 
Entering Unmasked Estep 
Score: -12472864.000000 Penalty: 3761.232422
	Iteration 4Q: 3 clusters Score -1.247286e+07 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40918 members 
Mstep: Class 2 contains 65276 members 
Entering Unmasked Estep 
Score: -12475191.000000 Penalty: 3761.232422
	Iteration 5Q: 3 clusters Score -1.247519e+07 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35638 members 
Mstep: Class 2 contains 70556 members 
Entering Unmasked Estep 
Score: -12479046.000000 Penalty: 3761.232422
	Iteration 6F: 3 clusters Score -1.247905e+07 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 76559 members 
Entering Unmasked Estep 
Score: -12484373.000000 Penalty: 3761.232422
	Iteration 7F: 3 clusters Score -1.248437e+07 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 82250 members 
Entering Unmasked Estep 
Score: -12490071.000000 Penalty: 3761.232422
	Iteration 8F: 3 clusters Score -1.249007e+07 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 86265 members 
Entering Unmasked Estep 
Score: -12494783.000000 Penalty: 3761.232422
	Iteration 9F: 3 clusters Score -1.249478e+07 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 89078 members 
Entering Unmasked Estep 
Score: -12497636.000000 Penalty: 3761.232422
	Iteration 10Q: 3 clusters Score -1.249764e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 91246 members 
Entering Unmasked Estep 
Score: -12499138.000000 Penalty: 3761.232422
	Iteration 11Q: 3 clusters Score -1.249914e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 93085 members 
Entering Unmasked Estep 
Score: -12500086.000000 Penalty: 3761.232422
	Iteration 12Q: 3 clusters Score -1.250009e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 94689 members 
Entering Unmasked Estep 
Score: -12500766.000000 Penalty: 3761.232422
	Iteration 13Q: 3 clusters Score -1.250077e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 96159 members 
Entering Unmasked Estep 
Score: -12501538.000000 Penalty: 3761.232422
	Iteration 14Q: 3 clusters Score -1.250154e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 97441 members 
Entering Unmasked Estep 
Score: -12502154.000000 Penalty: 3761.232422
	Iteration 15Q: 3 clusters Score -1.250215e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 98624 members 
Entering Unmasked Estep 
Score: -12502605.000000 Penalty: 3761.232422
	Iteration 16Q: 3 clusters Score -1.25026e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 99686 members 
Entering Unmasked Estep 
Score: -12503085.000000 Penalty: 3761.232422
	Iteration 17Q: 3 clusters Score -1.250308e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 100629 members 
Entering Unmasked Estep 
Score: -12503542.000000 Penalty: 3761.232422
	Iteration 18Q: 3 clusters Score -1.250354e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 101471 members 
Entering Unmasked Estep 
Score: -12503895.000000 Penalty: 3761.232422
	Iteration 19Q: 3 clusters Score -1.25039e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 102199 members 
Entering Unmasked Estep 
Score: -12504271.000000 Penalty: 3761.232422
	Iteration 20F: 3 clusters Score -1.250427e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 102824 members 
Entering Unmasked Estep 
Score: -12504565.000000 Penalty: 3761.232422
	Iteration 21Q: 3 clusters Score -1.250456e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 103344 members 
Entering Unmasked Estep 
Score: -12504795.000000 Penalty: 3761.232422
	Iteration 22Q: 3 clusters Score -1.25048e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 103785 members 
Entering Unmasked Estep 
Score: -12504967.000000 Penalty: 3761.232422
	Iteration 23Q: 3 clusters Score -1.250497e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 104165 members 
Entering Unmasked Estep 
Score: -12505190.000000 Penalty: 3761.232422
	Iteration 24Q: 3 clusters Score -1.250519e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 104440 members 
Entering Unmasked Estep 
Score: -12505375.000000 Penalty: 3761.232422
	Iteration 25Q: 3 clusters Score -1.250538e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 104682 members 
Entering Unmasked Estep 
Score: -12505540.000000 Penalty: 3761.232422
	Iteration 26Q: 3 clusters Score -1.250554e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 104885 members 
Entering Unmasked Estep 
Score: -12505679.000000 Penalty: 3761.232422
	Iteration 27Q: 3 clusters Score -1.250568e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 105041 members 
Entering Unmasked Estep 
Score: -12505790.000000 Penalty: 3761.232422
	Iteration 28Q: 3 clusters Score -1.250579e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 105153 members 
Entering Unmasked Estep 
Score: -12505860.000000 Penalty: 3761.232422
	Iteration 29Q: 3 clusters Score -1.250586e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 105250 members 
Entering Unmasked Estep 
Score: -12505921.000000 Penalty: 3761.232422
	Iteration 30Q: 3 clusters Score -1.250592e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 105324 members 
Entering Unmasked Estep 
Score: -12505971.000000 Penalty: 3761.232422
	Iteration 31Q: 3 clusters Score -1.250597e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 105373 members 
Entering Unmasked Estep 
Score: -12505996.000000 Penalty: 3761.232422
	Iteration 32Q: 3 clusters Score -1.2506e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 105405 members 
Entering Unmasked Estep 
Score: -12506005.000000 Penalty: 3761.232422
	Iteration 33Q: 3 clusters Score -1.2506e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 105427 members 
Entering Unmasked Estep 
Score: -12506015.000000 Penalty: 3761.232422
	Iteration 34Q: 3 clusters Score -1.250602e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 105441 members 
Entering Unmasked Estep 
Score: -12506017.000000 Penalty: 3761.232422
	Iteration 35Q: 3 clusters Score -1.250602e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 105456 members 
Entering Unmasked Estep 
Score: -12506021.000000 Penalty: 3761.232422
	Iteration 36Q: 3 clusters Score -1.250602e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 105464 members 
Entering Unmasked Estep 
Score: -12506026.000000 Penalty: 3761.232422
	Iteration 37Q: 3 clusters Score -1.250603e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 105470 members 
Entering Unmasked Estep 
Score: -12506028.000000 Penalty: 3761.232422
	Iteration 38Q: 3 clusters Score -1.250603e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 105475 members 
Entering Unmasked Estep 
Score: -12506034.000000 Penalty: 3761.232422
	Iteration 39Q: 3 clusters Score -1.250603e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 105480 members 
Entering Unmasked Estep 
Score: -12506044.000000 Penalty: 3761.232422
	Iteration 40F: 3 clusters Score -1.250604e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 105488 members 
Entering Unmasked Estep 
Score: -12506059.000000 Penalty: 3761.232422
	Iteration 41Q: 3 clusters Score -1.250606e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 105495 members 
Entering Unmasked Estep 
Score: -12506059.000000 Penalty: 3761.232422
	Iteration 42Q: 3 clusters Score -1.250606e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 105503 members 
Entering Unmasked Estep 
Score: -12506060.000000 Penalty: 3761.232422
	Iteration 43Q: 3 clusters Score -1.250606e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 105512 members 
Entering Unmasked Estep 
Score: -12506062.000000 Penalty: 3761.232422
	Iteration 44Q: 3 clusters Score -1.250606e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 105518 members 
Entering Unmasked Estep 
Score: -12506061.000000 Penalty: 3761.232422
	Iteration 45Q: 3 clusters Score -1.250606e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 105521 members 
Entering Unmasked Estep 
Score: -12506066.000000 Penalty: 3761.232422
	Iteration 46Q: 3 clusters Score -1.250607e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 105524 members 
Entering Unmasked Estep 
Score: -12506068.000000 Penalty: 3761.232422
	Iteration 47Q: 3 clusters Score -1.250607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 105525 members 
Entering Unmasked Estep 
Score: -12506071.000000 Penalty: 3761.232422
	Iteration 48Q: 3 clusters Score -1.250607e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 105528 members 
Entering Unmasked Estep 
Score: -12506063.000000 Penalty: 3761.232422
	Iteration 49Q: 3 clusters Score -1.250606e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 105534 members 
Entering Unmasked Estep 
Score: -12506066.000000 Penalty: 3761.232422
	Iteration 50Q: 3 clusters Score -1.250607e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 105539 members 
Entering Unmasked Estep 
Score: -12506059.000000 Penalty: 3761.232422
	Iteration 51Q: 3 clusters Score -1.250606e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 105545 members 
Entering Unmasked Estep 
Score: -12506054.000000 Penalty: 3761.232422
	Iteration 52Q: 3 clusters Score -1.250605e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 105549 members 
Entering Unmasked Estep 
Score: -12506066.000000 Penalty: 3761.232422
	Iteration 53Q: 3 clusters Score -1.250607e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 105554 members 
Entering Unmasked Estep 
Score: -12506060.000000 Penalty: 3761.232422
	Iteration 54Q: 3 clusters Score -1.250606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 105556 members 
Entering Unmasked Estep 
Score: -12506067.000000 Penalty: 3761.232422
	Iteration 55Q: 3 clusters Score -1.250607e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 105559 members 
Entering Unmasked Estep 
Score: -12506074.000000 Penalty: 3761.232422
	Iteration 56Q: 3 clusters Score -1.250607e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 105560 members 
Entering Unmasked Estep 
Score: -12506083.000000 Penalty: 3761.232422
	Iteration 57Q: 3 clusters Score -1.250608e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 105561 members 
Entering Unmasked Estep 
Score: -12506081.000000 Penalty: 3761.232422
	Iteration 58Q: 3 clusters Score -1.250608e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 105563 members 
Entering Unmasked Estep 
Score: -12506073.000000 Penalty: 3761.232422
	Iteration 59Q: 3 clusters Score -1.250607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 105565 members 
Entering Unmasked Estep 
Score: -12506078.000000 Penalty: 3761.232422
	Iteration 60F: 3 clusters Score -1.250608e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (98460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98460 members 
Entering Unmasked Estep 
Score: -11687166.000000 Penalty: 1868.328491
	Iteration 0F: 2 clusters Score -1.168717e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49116 members 
Mstep: Class 2 contains 49344 members 
Entering Unmasked Estep 
Score: -11622571.000000 Penalty: 3736.656982
	Iteration 0F: 3 clusters Score -1.162257e+07 nChanged 47014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48828 members 
Mstep: Class 2 contains 49632 members 
Entering Unmasked Estep 
Score: -11649481.000000 Penalty: 3736.656982
	Iteration 1F: 3 clusters Score -1.164948e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48773 members 
Mstep: Class 2 contains 49687 members 
Entering Unmasked Estep 
Score: -11650354.000000 Penalty: 3736.656982
	Iteration 2Q: 3 clusters Score -1.165035e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48708 members 
Mstep: Class 2 contains 49752 members 
Entering Unmasked Estep 
Score: -11651437.000000 Penalty: 3736.656982
	Iteration 3Q: 3 clusters Score -1.165144e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48674 members 
Mstep: Class 2 contains 49786 members 
Entering Unmasked Estep 
Score: -11652632.000000 Penalty: 3736.656982
	Iteration 4Q: 3 clusters Score -1.165263e+07 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48557 members 
Mstep: Class 2 contains 49903 members 
Entering Unmasked Estep 
Score: -11654377.000000 Penalty: 3736.656982
	Iteration 5Q: 3 clusters Score -1.165438e+07 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48150 members 
Mstep: Class 2 contains 50310 members 
Entering Unmasked Estep 
Score: -11656783.000000 Penalty: 3736.656982
	Iteration 6Q: 3 clusters Score -1.165678e+07 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47436 members 
Mstep: Class 2 contains 51024 members 
Entering Unmasked Estep 
Score: -11659724.000000 Penalty: 3736.656982
	Iteration 7F: 3 clusters Score -1.165972e+07 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46249 members 
Mstep: Class 2 contains 52211 members 
Entering Unmasked Estep 
Score: -11663033.000000 Penalty: 3736.656982
	Iteration 8F: 3 clusters Score -1.166303e+07 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44711 members 
Mstep: Class 2 contains 53749 members 
Entering Unmasked Estep 
Score: -11666539.000000 Penalty: 3736.656982
	Iteration 9F: 3 clusters Score -1.166654e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43175 members 
Mstep: Class 2 contains 55285 members 
Entering Unmasked Estep 
Score: -11669546.000000 Penalty: 3736.656982
	Iteration 10F: 3 clusters Score -1.166955e+07 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41765 members 
Mstep: Class 2 contains 56695 members 
Entering Unmasked Estep 
Score: -11671732.000000 Penalty: 3736.656982
	Iteration 11Q: 3 clusters Score -1.167173e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40518 members 
Mstep: Class 2 contains 57942 members 
Entering Unmasked Estep 
Score: -11673056.000000 Penalty: 3736.656982
	Iteration 12Q: 3 clusters Score -1.167306e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39457 members 
Mstep: Class 2 contains 59003 members 
Entering Unmasked Estep 
Score: -11673851.000000 Penalty: 3736.656982
	Iteration 13Q: 3 clusters Score -1.167385e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38464 members 
Mstep: Class 2 contains 59996 members 
Entering Unmasked Estep 
Score: -11674377.000000 Penalty: 3736.656982
	Iteration 14Q: 3 clusters Score -1.167438e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37444 members 
Mstep: Class 2 contains 61016 members 
Entering Unmasked Estep 
Score: -11674781.000000 Penalty: 3736.656982
	Iteration 15Q: 3 clusters Score -1.167478e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36375 members 
Mstep: Class 2 contains 62085 members 
Entering Unmasked Estep 
Score: -11675078.000000 Penalty: 3736.656982
	Iteration 16Q: 3 clusters Score -1.167508e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35246 members 
Mstep: Class 2 contains 63214 members 
Entering Unmasked Estep 
Score: -11675358.000000 Penalty: 3736.656982
	Iteration 17Q: 3 clusters Score -1.167536e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34116 members 
Mstep: Class 2 contains 64344 members 
Entering Unmasked Estep 
Score: -11675651.000000 Penalty: 3736.656982
	Iteration 18Q: 3 clusters Score -1.167565e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32957 members 
Mstep: Class 2 contains 65503 members 
Entering Unmasked Estep 
Score: -11675927.000000 Penalty: 3736.656982
	Iteration 19Q: 3 clusters Score -1.167593e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 66740 members 
Entering Unmasked Estep 
Score: -11676284.000000 Penalty: 3736.656982
	Iteration 20F: 3 clusters Score -1.167628e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30434 members 
Mstep: Class 2 contains 68026 members 
Entering Unmasked Estep 
Score: -11676591.000000 Penalty: 3736.656982
	Iteration 21Q: 3 clusters Score -1.167659e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 69304 members 
Entering Unmasked Estep 
Score: -11676944.000000 Penalty: 3736.656982
	Iteration 22Q: 3 clusters Score -1.167694e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 70649 members 
Entering Unmasked Estep 
Score: -11677350.000000 Penalty: 3736.656982
	Iteration 23Q: 3 clusters Score -1.167735e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 71998 members 
Entering Unmasked Estep 
Score: -11677719.000000 Penalty: 3736.656982
	Iteration 24Q: 3 clusters Score -1.167772e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 73333 members 
Entering Unmasked Estep 
Score: -11678072.000000 Penalty: 3736.656982
	Iteration 25Q: 3 clusters Score -1.167807e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 74713 members 
Entering Unmasked Estep 
Score: -11678483.000000 Penalty: 3736.656982
	Iteration 26Q: 3 clusters Score -1.167848e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 76148 members 
Entering Unmasked Estep 
Score: -11678863.000000 Penalty: 3736.656982
	Iteration 27Q: 3 clusters Score -1.167886e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 77637 members 
Entering Unmasked Estep 
Score: -11679276.000000 Penalty: 3736.656982
	Iteration 28Q: 3 clusters Score -1.167928e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 79105 members 
Entering Unmasked Estep 
Score: -11679716.000000 Penalty: 3736.656982
	Iteration 29Q: 3 clusters Score -1.167972e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 80618 members 
Entering Unmasked Estep 
Score: -11680253.000000 Penalty: 3736.656982
	Iteration 30Q: 3 clusters Score -1.168025e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 82213 members 
Entering Unmasked Estep 
Score: -11680749.000000 Penalty: 3736.656982
	Iteration 31Q: 3 clusters Score -1.168075e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 83805 members 
Entering Unmasked Estep 
Score: -11681327.000000 Penalty: 3736.656982
	Iteration 32Q: 3 clusters Score -1.168133e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 85302 members 
Entering Unmasked Estep 
Score: -11681862.000000 Penalty: 3736.656982
	Iteration 33Q: 3 clusters Score -1.168186e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 86759 members 
Entering Unmasked Estep 
Score: -11682434.000000 Penalty: 3736.656982
	Iteration 34Q: 3 clusters Score -1.168243e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 88167 members 
Entering Unmasked Estep 
Score: -11683002.000000 Penalty: 3736.656982
	Iteration 35Q: 3 clusters Score -1.1683e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 89510 members 
Entering Unmasked Estep 
Score: -11683584.000000 Penalty: 3736.656982
	Iteration 36Q: 3 clusters Score -1.168358e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 90711 members 
Entering Unmasked Estep 
Score: -11684117.000000 Penalty: 3736.656982
	Iteration 37Q: 3 clusters Score -1.168412e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 91768 members 
Entering Unmasked Estep 
Score: -11684487.000000 Penalty: 3736.656982
	Iteration 38Q: 3 clusters Score -1.168449e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 92669 members 
Entering Unmasked Estep 
Score: -11684796.000000 Penalty: 3736.656982
	Iteration 39Q: 3 clusters Score -1.16848e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 93462 members 
Entering Unmasked Estep 
Score: -11685163.000000 Penalty: 3736.656982
	Iteration 40F: 3 clusters Score -1.168516e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 94139 members 
Entering Unmasked Estep 
Score: -11685515.000000 Penalty: 3736.656982
	Iteration 41Q: 3 clusters Score -1.168552e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 94711 members 
Entering Unmasked Estep 
Score: -11685823.000000 Penalty: 3736.656982
	Iteration 42Q: 3 clusters Score -1.168582e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 95162 members 
Entering Unmasked Estep 
Score: -11686047.000000 Penalty: 3736.656982
	Iteration 43Q: 3 clusters Score -1.168605e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 95486 members 
Entering Unmasked Estep 
Score: -11686215.000000 Penalty: 3736.656982
	Iteration 44Q: 3 clusters Score -1.168622e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 95724 members 
Entering Unmasked Estep 
Score: -11686319.000000 Penalty: 3736.656982
	Iteration 45Q: 3 clusters Score -1.168632e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 95903 members 
Entering Unmasked Estep 
Score: -11686365.000000 Penalty: 3736.656982
	Iteration 46Q: 3 clusters Score -1.168636e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 96075 members 
Entering Unmasked Estep 
Score: -11686443.000000 Penalty: 3736.656982
	Iteration 47Q: 3 clusters Score -1.168644e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 96185 members 
Entering Unmasked Estep 
Score: -11686453.000000 Penalty: 3736.656982
	Iteration 48Q: 3 clusters Score -1.168645e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 96276 members 
Entering Unmasked Estep 
Score: -11686489.000000 Penalty: 3736.656982
	Iteration 49Q: 3 clusters Score -1.168649e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 96360 members 
Entering Unmasked Estep 
Score: -11686504.000000 Penalty: 3736.656982
	Iteration 50Q: 3 clusters Score -1.16865e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 96422 members 
Entering Unmasked Estep 
Score: -11686511.000000 Penalty: 3736.656982
	Iteration 51Q: 3 clusters Score -1.168651e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 96470 members 
Entering Unmasked Estep 
Score: -11686521.000000 Penalty: 3736.656982
	Iteration 52Q: 3 clusters Score -1.168652e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 96514 members 
Entering Unmasked Estep 
Score: -11686538.000000 Penalty: 3736.656982
	Iteration 53Q: 3 clusters Score -1.168654e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 96546 members 
Entering Unmasked Estep 
Score: -11686554.000000 Penalty: 3736.656982
	Iteration 54Q: 3 clusters Score -1.168655e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 96567 members 
Entering Unmasked Estep 
Score: -11686569.000000 Penalty: 3736.656982
	Iteration 55Q: 3 clusters Score -1.168657e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 96594 members 
Entering Unmasked Estep 
Score: -11686565.000000 Penalty: 3736.656982
	Iteration 56Q: 3 clusters Score -1.168656e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 96614 members 
Entering Unmasked Estep 
Score: -11686577.000000 Penalty: 3736.656982
	Iteration 57Q: 3 clusters Score -1.168658e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 96628 members 
Entering Unmasked Estep 
Score: -11686586.000000 Penalty: 3736.656982
	Iteration 58Q: 3 clusters Score -1.168659e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 96634 members 
Entering Unmasked Estep 
Score: -11686590.000000 Penalty: 3736.656982
	Iteration 59Q: 3 clusters Score -1.168659e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 96639 members 
Entering Unmasked Estep 
Score: -11686585.000000 Penalty: 3736.656982
	Iteration 60F: 3 clusters Score -1.168658e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 96642 members 
Entering Unmasked Estep 
Score: -11686580.000000 Penalty: 3736.656982
	Iteration 61Q: 3 clusters Score -1.168658e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 96644 members 
Entering Unmasked Estep 
Score: -11686577.000000 Penalty: 3736.656982
	Iteration 62Q: 3 clusters Score -1.168658e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 96652 members 
Entering Unmasked Estep 
Score: -11686588.000000 Penalty: 3736.656982
	Iteration 63Q: 3 clusters Score -1.168659e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 96655 members 
Entering Unmasked Estep 
Score: -11686585.000000 Penalty: 3736.656982
	Iteration 64Q: 3 clusters Score -1.168658e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 96659 members 
Entering Unmasked Estep 
Score: -11686596.000000 Penalty: 3736.656982
	Iteration 65Q: 3 clusters Score -1.16866e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 96664 members 
Entering Unmasked Estep 
Score: -11686586.000000 Penalty: 3736.656982
	Iteration 66Q: 3 clusters Score -1.168659e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 96667 members 
Entering Unmasked Estep 
Score: -11686583.000000 Penalty: 3736.656982
	Iteration 67Q: 3 clusters Score -1.168658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 96670 members 
Entering Unmasked Estep 
Score: -11686580.000000 Penalty: 3736.656982
	Iteration 68Q: 3 clusters Score -1.168658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 96671 members 
Entering Unmasked Estep 
Score: -11686576.000000 Penalty: 3736.656982
	Iteration 69Q: 3 clusters Score -1.168658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 96671 members 
Entering Unmasked Estep 
Score: -11686577.000000 Penalty: 3736.656982
	Iteration 70Q: 3 clusters Score -1.168658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 96672 members 
Entering Unmasked Estep 
Score: -11686576.000000 Penalty: 3736.656982
	Iteration 71Q: 3 clusters Score -1.168658e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 96672 members 
Entering Unmasked Estep 
Score: -11686576.000000 Penalty: 3736.656982
	Iteration 72F: 3 clusters Score -1.168658e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (30165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30165 members 
Entering Unmasked Estep 
Score: -3328344.000000 Penalty: 1676.096191
	Iteration 0F: 2 clusters Score -3328344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -3308098.000000 Penalty: 3352.192383
	Iteration 0F: 3 clusters Score -3308098 nChanged 13890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -3316048.500000 Penalty: 3352.192383
	Iteration 1F: 3 clusters Score -3316048 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -3316854.000000 Penalty: 3352.192383
	Iteration 2F: 3 clusters Score -3316854 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -3317887.500000 Penalty: 3352.192383
	Iteration 3F: 3 clusters Score -3317888 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -3319208.000000 Penalty: 3352.192383
	Iteration 4F: 3 clusters Score -3319208 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -3320844.000000 Penalty: 3352.192383
	Iteration 5F: 3 clusters Score -3320844 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -3322543.000000 Penalty: 3352.192383
	Iteration 6F: 3 clusters Score -3322543 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -3323988.000000 Penalty: 3352.192383
	Iteration 7F: 3 clusters Score -3323988 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -3324996.000000 Penalty: 3352.192383
	Iteration 8Q: 3 clusters Score -3324996 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -3325624.750000 Penalty: 3352.192383
	Iteration 9Q: 3 clusters Score -3325625 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26844 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -3326011.750000 Penalty: 3352.192383
	Iteration 10Q: 3 clusters Score -3326012 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -3326218.250000 Penalty: 3352.192383
	Iteration 11Q: 3 clusters Score -3326218 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27326 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -3326361.000000 Penalty: 3352.192383
	Iteration 12Q: 3 clusters Score -3326361 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -3326457.000000 Penalty: 3352.192383
	Iteration 13Q: 3 clusters Score -3326457 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -3326514.000000 Penalty: 3352.192383
	Iteration 14Q: 3 clusters Score -3326514 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -3326556.000000 Penalty: 3352.192383
	Iteration 15Q: 3 clusters Score -3326556 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -3326576.000000 Penalty: 3352.192383
	Iteration 16Q: 3 clusters Score -3326576 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -3326624.750000 Penalty: 3352.192383
	Iteration 17Q: 3 clusters Score -3326625 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -3326663.250000 Penalty: 3352.192383
	Iteration 18Q: 3 clusters Score -3326663 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -3326689.500000 Penalty: 3352.192383
	Iteration 19Q: 3 clusters Score -3326690 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -3326725.250000 Penalty: 3352.192383
	Iteration 20F: 3 clusters Score -3326725 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -3326760.250000 Penalty: 3352.192383
	Iteration 21Q: 3 clusters Score -3326760 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -3326803.750000 Penalty: 3352.192383
	Iteration 22Q: 3 clusters Score -3326804 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -3326830.000000 Penalty: 3352.192383
	Iteration 23Q: 3 clusters Score -3326830 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -3326833.250000 Penalty: 3352.192383
	Iteration 24Q: 3 clusters Score -3326833 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -3326846.250000 Penalty: 3352.192383
	Iteration 25Q: 3 clusters Score -3326846 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28430 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -3326856.250000 Penalty: 3352.192383
	Iteration 26Q: 3 clusters Score -3326856 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3326859.750000 Penalty: 3352.192383
	Iteration 27Q: 3 clusters Score -3326860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3326866.250000 Penalty: 3352.192383
	Iteration 28Q: 3 clusters Score -3326866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -3326866.000000 Penalty: 3352.192383
	Iteration 29Q: 3 clusters Score -3326866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -3326865.750000 Penalty: 3352.192383
	Iteration 30Q: 3 clusters Score -3326866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -3326869.250000 Penalty: 3352.192383
	Iteration 31Q: 3 clusters Score -3326869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3326870.250000 Penalty: 3352.192383
	Iteration 32Q: 3 clusters Score -3326870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3326864.750000 Penalty: 3352.192383
	Iteration 33Q: 3 clusters Score -3326865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3326872.500000 Penalty: 3352.192383
	Iteration 34Q: 3 clusters Score -3326872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28530 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -3326882.750000 Penalty: 3352.192383
	Iteration 35Q: 3 clusters Score -3326883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3326887.250000 Penalty: 3352.192383
	Iteration 36Q: 3 clusters Score -3326887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -3326889.000000 Penalty: 3352.192383
	Iteration 37Q: 3 clusters Score -3326889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -3326889.750000 Penalty: 3352.192383
	Iteration 38Q: 3 clusters Score -3326890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -3326886.750000 Penalty: 3352.192383
	Iteration 39Q: 3 clusters Score -3326887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28558 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -3326883.750000 Penalty: 3352.192383
	Iteration 40F: 3 clusters Score -3326884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -3326893.750000 Penalty: 3352.192383
	Iteration 41Q: 3 clusters Score -3326894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -3326894.750000 Penalty: 3352.192383
	Iteration 42Q: 3 clusters Score -3326895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28578 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -3326897.000000 Penalty: 3352.192383
	Iteration 43Q: 3 clusters Score -3326897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28585 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -3326898.750000 Penalty: 3352.192383
	Iteration 44Q: 3 clusters Score -3326899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -3326894.750000 Penalty: 3352.192383
	Iteration 45Q: 3 clusters Score -3326895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28596 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3326898.500000 Penalty: 3352.192383
	Iteration 46Q: 3 clusters Score -3326898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28597 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3326897.000000 Penalty: 3352.192383
	Iteration 47Q: 3 clusters Score -3326897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28597 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3326897.000000 Penalty: 3352.192383
	Iteration 48F: 3 clusters Score -3326897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Entering Unmasked Estep 
Score: -82569.593750 Penalty: 1103.938232
	Iteration 0F: 2 clusters Score -82569.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -81239.546875 Penalty: 2207.876465
	Iteration 0F: 3 clusters Score -81239.55 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -81534.132812 Penalty: 2207.876465
	Iteration 1F: 3 clusters Score -81534.13 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -81629.460938 Penalty: 2207.876465
	Iteration 2F: 3 clusters Score -81629.46 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -81708.140625 Penalty: 2207.876465
	Iteration 3Q: 3 clusters Score -81708.14 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -81761.648438 Penalty: 2207.876465
	Iteration 4F: 3 clusters Score -81761.65 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -81816.109375 Penalty: 2207.876465
	Iteration 5Q: 3 clusters Score -81816.11 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -81861.132812 Penalty: 2207.876465
	Iteration 6Q: 3 clusters Score -81861.13 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -81910.265625 Penalty: 2207.876465
	Iteration 7Q: 3 clusters Score -81910.27 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -81950.617188 Penalty: 2207.876465
	Iteration 8Q: 3 clusters Score -81950.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -81978.640625 Penalty: 2207.876465
	Iteration 9Q: 3 clusters Score -81978.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -81990.398438 Penalty: 2207.876465
	Iteration 10Q: 3 clusters Score -81990.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -82015.859375 Penalty: 2207.876465
	Iteration 11Q: 3 clusters Score -82015.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -82031.460938 Penalty: 2207.876465
	Iteration 12Q: 3 clusters Score -82031.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -82047.335938 Penalty: 2207.876465
	Iteration 13Q: 3 clusters Score -82047.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -82077.992188 Penalty: 2207.876465
	Iteration 14Q: 3 clusters Score -82077.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -82098.664062 Penalty: 2207.876465
	Iteration 15Q: 3 clusters Score -82098.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -82129.648438 Penalty: 2207.876465
	Iteration 16Q: 3 clusters Score -82129.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -82153.656250 Penalty: 2207.876465
	Iteration 17Q: 3 clusters Score -82153.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -82172.117188 Penalty: 2207.876465
	Iteration 18Q: 3 clusters Score -82172.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -82190.062500 Penalty: 2207.876465
	Iteration 19Q: 3 clusters Score -82190.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -82211.343750 Penalty: 2207.876465
	Iteration 20F: 3 clusters Score -82211.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -82245.007812 Penalty: 2207.876465
	Iteration 21Q: 3 clusters Score -82245.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -82259.671875 Penalty: 2207.876465
	Iteration 22Q: 3 clusters Score -82259.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -82271.875000 Penalty: 2207.876465
	Iteration 23Q: 3 clusters Score -82271.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -82276.000000 Penalty: 2207.876465
	Iteration 24Q: 3 clusters Score -82276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -82280.875000 Penalty: 2207.876465
	Iteration 25Q: 3 clusters Score -82280.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -82280.875000 Penalty: 2207.876465
	Iteration 26F: 3 clusters Score -82280.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Entering Unmasked Estep 
Score: -86683.687500 Penalty: 1098.001465
	Iteration 0F: 2 clusters Score -86683.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -85412.265625 Penalty: 2196.002930
	Iteration 0F: 3 clusters Score -85412.27 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -85809.601562 Penalty: 2196.002930
	Iteration 1F: 3 clusters Score -85809.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -85984.156250 Penalty: 2196.002930
	Iteration 2F: 3 clusters Score -85984.16 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -86110.367188 Penalty: 2196.002930
	Iteration 3F: 3 clusters Score -86110.37 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -86220.835938 Penalty: 2196.002930
	Iteration 4F: 3 clusters Score -86220.84 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -86290.039062 Penalty: 2196.002930
	Iteration 5Q: 3 clusters Score -86290.04 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -86329.453125 Penalty: 2196.002930
	Iteration 6Q: 3 clusters Score -86329.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -86360.804688 Penalty: 2196.002930
	Iteration 7Q: 3 clusters Score -86360.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -86372.359375 Penalty: 2196.002930
	Iteration 8Q: 3 clusters Score -86372.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -86386.953125 Penalty: 2196.002930
	Iteration 9Q: 3 clusters Score -86386.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -86395.179688 Penalty: 2196.002930
	Iteration 10Q: 3 clusters Score -86395.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -86399.843750 Penalty: 2196.002930
	Iteration 11Q: 3 clusters Score -86399.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -86402.468750 Penalty: 2196.002930
	Iteration 12Q: 3 clusters Score -86402.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -86405.601562 Penalty: 2196.002930
	Iteration 13Q: 3 clusters Score -86405.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -86406.953125 Penalty: 2196.002930
	Iteration 14Q: 3 clusters Score -86406.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -86407.773438 Penalty: 2196.002930
	Iteration 15Q: 3 clusters Score -86407.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -86407.773438 Penalty: 2196.002930
	Iteration 16F: 3 clusters Score -86407.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Entering Unmasked Estep 
Score: -282547.531250 Penalty: 1278.777832
	Iteration 0F: 2 clusters Score -282547.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -280057.375000 Penalty: 2557.555664
	Iteration 0F: 3 clusters Score -280057.4 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -280656.468750 Penalty: 2557.555664
	Iteration 1F: 3 clusters Score -280656.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -280806.218750 Penalty: 2557.555664
	Iteration 2F: 3 clusters Score -280806.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -280896.312500 Penalty: 2557.555664
	Iteration 3F: 3 clusters Score -280896.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -280959.000000 Penalty: 2557.555664
	Iteration 4Q: 3 clusters Score -280959 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -281026.781250 Penalty: 2557.555664
	Iteration 5Q: 3 clusters Score -281026.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -281089.031250 Penalty: 2557.555664
	Iteration 6Q: 3 clusters Score -281089 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -281144.031250 Penalty: 2557.555664
	Iteration 7Q: 3 clusters Score -281144 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -281185.656250 Penalty: 2557.555664
	Iteration 8Q: 3 clusters Score -281185.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -281225.812500 Penalty: 2557.555664
	Iteration 9Q: 3 clusters Score -281225.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -281260.937500 Penalty: 2557.555664
	Iteration 10Q: 3 clusters Score -281260.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -281290.062500 Penalty: 2557.555664
	Iteration 11Q: 3 clusters Score -281290.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -281310.593750 Penalty: 2557.555664
	Iteration 12Q: 3 clusters Score -281310.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -281323.968750 Penalty: 2557.555664
	Iteration 13Q: 3 clusters Score -281324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -281340.031250 Penalty: 2557.555664
	Iteration 14Q: 3 clusters Score -281340 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -281359.250000 Penalty: 2557.555664
	Iteration 15Q: 3 clusters Score -281359.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -281380.125000 Penalty: 2557.555664
	Iteration 16Q: 3 clusters Score -281380.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -281405.031250 Penalty: 2557.555664
	Iteration 17Q: 3 clusters Score -281405 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -281428.281250 Penalty: 2557.555664
	Iteration 18Q: 3 clusters Score -281428.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -281445.781250 Penalty: 2557.555664
	Iteration 19Q: 3 clusters Score -281445.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -281456.343750 Penalty: 2557.555664
	Iteration 20F: 3 clusters Score -281456.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -281464.281250 Penalty: 2557.555664
	Iteration 21Q: 3 clusters Score -281464.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -281472.968750 Penalty: 2557.555664
	Iteration 22Q: 3 clusters Score -281473 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -281480.562500 Penalty: 2557.555664
	Iteration 23Q: 3 clusters Score -281480.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -281486.312500 Penalty: 2557.555664
	Iteration 24Q: 3 clusters Score -281486.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -281491.437500 Penalty: 2557.555664
	Iteration 25Q: 3 clusters Score -281491.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -281497.187500 Penalty: 2557.555664
	Iteration 26Q: 3 clusters Score -281497.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -281501.625000 Penalty: 2557.555664
	Iteration 27Q: 3 clusters Score -281501.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -281504.718750 Penalty: 2557.555664
	Iteration 28Q: 3 clusters Score -281504.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -281506.156250 Penalty: 2557.555664
	Iteration 29Q: 3 clusters Score -281506.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -281506.156250 Penalty: 2557.555664
	Iteration 30F: 3 clusters Score -281506.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (127978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127978 members 
Entering Unmasked Estep 
Score: -15180725.000000 Penalty: 1910.937256
	Iteration 0F: 2 clusters Score -1.518072e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63807 members 
Mstep: Class 2 contains 64171 members 
Entering Unmasked Estep 
Score: -15105353.000000 Penalty: 3821.874512
	Iteration 0F: 3 clusters Score -1.510535e+07 nChanged 61724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59777 members 
Mstep: Class 2 contains 68201 members 
Entering Unmasked Estep 
Score: -15141944.000000 Penalty: 3821.874512
	Iteration 1F: 3 clusters Score -1.514194e+07 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58320 members 
Mstep: Class 2 contains 69658 members 
Entering Unmasked Estep 
Score: -15143527.000000 Penalty: 3821.874512
	Iteration 2Q: 3 clusters Score -1.514353e+07 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56684 members 
Mstep: Class 2 contains 71294 members 
Entering Unmasked Estep 
Score: -15146043.000000 Penalty: 3821.874512
	Iteration 3Q: 3 clusters Score -1.514604e+07 nChanged 7384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55060 members 
Mstep: Class 2 contains 72918 members 
Entering Unmasked Estep 
Score: -15150408.000000 Penalty: 3821.874512
	Iteration 4F: 3 clusters Score -1.515041e+07 nChanged 8935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54201 members 
Mstep: Class 2 contains 73777 members 
Entering Unmasked Estep 
Score: -15158033.000000 Penalty: 3821.874512
	Iteration 5F: 3 clusters Score -1.515803e+07 nChanged 10293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54726 members 
Mstep: Class 2 contains 73252 members 
Entering Unmasked Estep 
Score: -15167864.000000 Penalty: 3821.874512
	Iteration 6F: 3 clusters Score -1.516786e+07 nChanged 9534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56906 members 
Mstep: Class 2 contains 71072 members 
Entering Unmasked Estep 
Score: -15174850.000000 Penalty: 3821.874512
	Iteration 7F: 3 clusters Score -1.517485e+07 nChanged 6531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59841 members 
Mstep: Class 2 contains 68137 members 
Entering Unmasked Estep 
Score: -15178632.000000 Penalty: 3821.874512
	Iteration 8F: 3 clusters Score -1.517863e+07 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63282 members 
Mstep: Class 2 contains 64696 members 
Entering Unmasked Estep 
Score: -15181533.000000 Penalty: 3821.874512
	Iteration 9Q: 3 clusters Score -1.518153e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67026 members 
Mstep: Class 2 contains 60952 members 
Entering Unmasked Estep 
Score: -15183741.000000 Penalty: 3821.874512
	Iteration 10Q: 3 clusters Score -1.518374e+07 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71176 members 
Mstep: Class 2 contains 56802 members 
Entering Unmasked Estep 
Score: -15185099.000000 Penalty: 3821.874512
	Iteration 11Q: 3 clusters Score -1.51851e+07 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75123 members 
Mstep: Class 2 contains 52855 members 
Entering Unmasked Estep 
Score: -15185880.000000 Penalty: 3821.874512
	Iteration 12Q: 3 clusters Score -1.518588e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78627 members 
Mstep: Class 2 contains 49351 members 
Entering Unmasked Estep 
Score: -15186083.000000 Penalty: 3821.874512
	Iteration 13Q: 3 clusters Score -1.518608e+07 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82048 members 
Mstep: Class 2 contains 45930 members 
Entering Unmasked Estep 
Score: -15186186.000000 Penalty: 3821.874512
	Iteration 14Q: 3 clusters Score -1.518619e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84802 members 
Mstep: Class 2 contains 43176 members 
Entering Unmasked Estep 
Score: -15187802.000000 Penalty: 3821.874512
	Iteration 15Q: 3 clusters Score -1.51878e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85870 members 
Mstep: Class 2 contains 42108 members 
Entering Unmasked Estep 
Score: -15188029.000000 Penalty: 3821.874512
	Iteration 16Q: 3 clusters Score -1.518803e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86281 members 
Mstep: Class 2 contains 41697 members 
Entering Unmasked Estep 
Score: -15188073.000000 Penalty: 3821.874512
	Iteration 17Q: 3 clusters Score -1.518807e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86477 members 
Mstep: Class 2 contains 41501 members 
Entering Unmasked Estep 
Score: -15188073.000000 Penalty: 3821.874512
	Iteration 18Q: 3 clusters Score -1.518807e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86467 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -15188073.000000 Penalty: 3821.874512
	Iteration 19Q: 3 clusters Score -1.518807e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86495 members 
Mstep: Class 2 contains 41483 members 
Entering Unmasked Estep 
Score: -15188064.000000 Penalty: 3821.874512
	Iteration 20F: 3 clusters Score -1.518806e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86512 members 
Mstep: Class 2 contains 41466 members 
Entering Unmasked Estep 
Score: -15188054.000000 Penalty: 3821.874512
	Iteration 21Q: 3 clusters Score -1.518805e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86442 members 
Mstep: Class 2 contains 41536 members 
Entering Unmasked Estep 
Score: -15188042.000000 Penalty: 3821.874512
	Iteration 22Q: 3 clusters Score -1.518804e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86467 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -15188050.000000 Penalty: 3821.874512
	Iteration 23Q: 3 clusters Score -1.518805e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86484 members 
Mstep: Class 2 contains 41494 members 
Entering Unmasked Estep 
Score: -15188086.000000 Penalty: 3821.874512
	Iteration 24Q: 3 clusters Score -1.518809e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86547 members 
Mstep: Class 2 contains 41431 members 
Entering Unmasked Estep 
Score: -15188071.000000 Penalty: 3821.874512
	Iteration 25Q: 3 clusters Score -1.518807e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86565 members 
Mstep: Class 2 contains 41413 members 
Entering Unmasked Estep 
Score: -15188090.000000 Penalty: 3821.874512
	Iteration 26Q: 3 clusters Score -1.518809e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86547 members 
Mstep: Class 2 contains 41431 members 
Entering Unmasked Estep 
Score: -15188085.000000 Penalty: 3821.874512
	Iteration 27Q: 3 clusters Score -1.518808e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86488 members 
Mstep: Class 2 contains 41490 members 
Entering Unmasked Estep 
Score: -15188064.000000 Penalty: 3821.874512
	Iteration 28Q: 3 clusters Score -1.518806e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86486 members 
Mstep: Class 2 contains 41492 members 
Entering Unmasked Estep 
Score: -15188088.000000 Penalty: 3821.874512
	Iteration 29Q: 3 clusters Score -1.518809e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86494 members 
Mstep: Class 2 contains 41484 members 
Entering Unmasked Estep 
Score: -15188088.000000 Penalty: 3821.874512
	Iteration 30Q: 3 clusters Score -1.518809e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86502 members 
Mstep: Class 2 contains 41476 members 
Entering Unmasked Estep 
Score: -15188054.000000 Penalty: 3821.874512
	Iteration 31Q: 3 clusters Score -1.518805e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86513 members 
Mstep: Class 2 contains 41465 members 
Entering Unmasked Estep 
Score: -15188083.000000 Penalty: 3821.874512
	Iteration 32Q: 3 clusters Score -1.518808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86509 members 
Mstep: Class 2 contains 41469 members 
Entering Unmasked Estep 
Score: -15188057.000000 Penalty: 3821.874512
	Iteration 33Q: 3 clusters Score -1.518806e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86508 members 
Mstep: Class 2 contains 41470 members 
Entering Unmasked Estep 
Score: -15188048.000000 Penalty: 3821.874512
	Iteration 34Q: 3 clusters Score -1.518805e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86513 members 
Mstep: Class 2 contains 41465 members 
Entering Unmasked Estep 
Score: -15188068.000000 Penalty: 3821.874512
	Iteration 35Q: 3 clusters Score -1.518807e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86522 members 
Mstep: Class 2 contains 41456 members 
Entering Unmasked Estep 
Score: -15188083.000000 Penalty: 3821.874512
	Iteration 36Q: 3 clusters Score -1.518808e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86522 members 
Mstep: Class 2 contains 41456 members 
Entering Unmasked Estep 
Score: -15188075.000000 Penalty: 3821.874512
	Iteration 37Q: 3 clusters Score -1.518808e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86523 members 
Mstep: Class 2 contains 41455 members 
Entering Unmasked Estep 
Score: -15188086.000000 Penalty: 3821.874512
	Iteration 38Q: 3 clusters Score -1.518809e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86521 members 
Mstep: Class 2 contains 41457 members 
Entering Unmasked Estep 
Score: -15188062.000000 Penalty: 3821.874512
	Iteration 39Q: 3 clusters Score -1.518806e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86531 members 
Mstep: Class 2 contains 41447 members 
Entering Unmasked Estep 
Score: -15188078.000000 Penalty: 3821.874512
	Iteration 40F: 3 clusters Score -1.518808e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86533 members 
Mstep: Class 2 contains 41445 members 
Entering Unmasked Estep 
Score: -15188060.000000 Penalty: 3821.874512
	Iteration 41Q: 3 clusters Score -1.518806e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86582 members 
Mstep: Class 2 contains 41396 members 
Entering Unmasked Estep 
Score: -15188073.000000 Penalty: 3821.874512
	Iteration 42Q: 3 clusters Score -1.518807e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86557 members 
Mstep: Class 2 contains 41421 members 
Entering Unmasked Estep 
Score: -15188089.000000 Penalty: 3821.874512
	Iteration 43Q: 3 clusters Score -1.518809e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86549 members 
Mstep: Class 2 contains 41429 members 
Entering Unmasked Estep 
Score: -15188072.000000 Penalty: 3821.874512
	Iteration 44Q: 3 clusters Score -1.518807e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86549 members 
Mstep: Class 2 contains 41429 members 
Entering Unmasked Estep 
Score: -15188072.000000 Penalty: 3821.874512
	Iteration 45F: 3 clusters Score -1.518807e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 3252 members 
Mstep: Class 3 contains 7721 members 
Mstep: Class 4 contains 649 members 
Mstep: Class 5 contains 37912 members 
Mstep: Class 6 contains 74267 members 
Mstep: Class 7 contains 73091 members 
Mstep: Class 8 contains 38769 members 
Mstep: Class 9 contains 32475 members 
Mstep: Class 10 contains 16000 members 
Mstep: Class 11 contains 39639 members 
Mstep: Class 12 contains 86015 members 
Mstep: Class 13 contains 4179 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 16944 members 
Mstep: Class 17 contains 684 members 
Mstep: Class 18 contains 247 members 
Mstep: Class 19 contains 111690 members 
Mstep: Class 20 contains 7764 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 39337 members 
Mstep: Class 23 contains 11273 members 
Mstep: Class 24 contains 106194 members 
Mstep: Class 25 contains 98460 members 
Mstep: Class 26 contains 30165 members 
Mstep: Class 27 contains 892 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 2616 members 
Mstep: Class 30 contains 86549 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 80619 members 
Mstep: Class 34 contains 1375 members 
Mstep: Class 35 contains 457 members 
Mstep: Class 36 contains 379 members 
Mstep: Class 37 contains 105839 members 
Mstep: Class 38 contains 12859 members 
Mstep: Class 39 contains 1277 members 
Mstep: Class 40 contains 10218 members 
Mstep: Class 41 contains 127993 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 23522 members 
Mstep: Class 45 contains 194072 members 
Mstep: Class 46 contains 469 members 
Mstep: Class 47 contains 88217 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 92315 members 
Mstep: Class 50 contains 41429 members 
Entering Unmasked Estep 
Score: -194705312.000000 Penalty: 116671.015625
Splitting cluster 30 changes total score from -194695808.000000 to -194705312.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 31 (260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Entering Unmasked Estep 
Score: -19663.468750 Penalty: 903.610779
	Iteration 0F: 2 clusters Score -19663.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18897.710938 Penalty: 1807.221558
	Iteration 0F: 3 clusters Score -18897.71 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -19054.666016 Penalty: 1807.221558
	Iteration 1F: 3 clusters Score -19054.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -19109.919922 Penalty: 1807.221558
	Iteration 2F: 3 clusters Score -19109.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -19191.642578 Penalty: 1807.221558
	Iteration 3Q: 3 clusters Score -19191.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -19222.810547 Penalty: 1807.221558
	Iteration 4Q: 3 clusters Score -19222.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -19241.500000 Penalty: 1807.221558
	Iteration 5Q: 3 clusters Score -19241.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -19246.058594 Penalty: 1807.221558
	Iteration 6Q: 3 clusters Score -19246.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -19255.843750 Penalty: 1807.221558
	Iteration 7Q: 3 clusters Score -19255.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -19261.882812 Penalty: 1807.221558
	Iteration 8Q: 3 clusters Score -19261.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -19264.646484 Penalty: 1807.221558
	Iteration 9Q: 3 clusters Score -19264.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -19265.851562 Penalty: 1807.221558
	Iteration 10Q: 3 clusters Score -19265.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -19270.214844 Penalty: 1807.221558
	Iteration 11Q: 3 clusters Score -19270.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -19294.275391 Penalty: 1807.221558
	Iteration 12Q: 3 clusters Score -19294.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -19299.771484 Penalty: 1807.221558
	Iteration 13Q: 3 clusters Score -19299.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -19300.474609 Penalty: 1807.221558
	Iteration 14F: 3 clusters Score -19300.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -19302.986328 Penalty: 1807.221558
	Iteration 15Q: 3 clusters Score -19302.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -19302.986328 Penalty: 1807.221558
	Iteration 16F: 3 clusters Score -19302.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -14590.375000 Penalty: 909.743591
	Iteration 0F: 2 clusters Score -14590.38 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 137 members 
Entering Unmasked Estep 
Score: -13893.773438 Penalty: 1819.487183
	Iteration 0F: 3 clusters Score -13893.77 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14159.016602 Penalty: 1819.487183
	Iteration 1F: 3 clusters Score -14159.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14226.988281 Penalty: 1819.487183
	Iteration 2F: 3 clusters Score -14226.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14244.091797 Penalty: 1819.487183
	Iteration 3Q: 3 clusters Score -14244.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -14249.626953 Penalty: 1819.487183
	Iteration 4Q: 3 clusters Score -14249.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14259.387695 Penalty: 1819.487183
	Iteration 5Q: 3 clusters Score -14259.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14259.387695 Penalty: 1819.487183
	Iteration 6F: 3 clusters Score -14259.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (80619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80619 members 
Entering Unmasked Estep 
Score: -9498372.000000 Penalty: 1835.842041
	Iteration 0F: 2 clusters Score -9498372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40483 members 
Mstep: Class 2 contains 40136 members 
Entering Unmasked Estep 
Score: -9444680.000000 Penalty: 3671.684082
	Iteration 0F: 3 clusters Score -9444680 nChanged 38509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42810 members 
Mstep: Class 2 contains 37809 members 
Entering Unmasked Estep 
Score: -9466729.000000 Penalty: 3671.684082
	Iteration 1F: 3 clusters Score -9466729 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44393 members 
Mstep: Class 2 contains 36226 members 
Entering Unmasked Estep 
Score: -9467524.000000 Penalty: 3671.684082
	Iteration 2Q: 3 clusters Score -9467524 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46817 members 
Mstep: Class 2 contains 33802 members 
Entering Unmasked Estep 
Score: -9468576.000000 Penalty: 3671.684082
	Iteration 3Q: 3 clusters Score -9468576 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50282 members 
Mstep: Class 2 contains 30337 members 
Entering Unmasked Estep 
Score: -9470235.000000 Penalty: 3671.684082
	Iteration 4Q: 3 clusters Score -9470235 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55332 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -9473413.000000 Penalty: 3671.684082
	Iteration 5F: 3 clusters Score -9473413 nChanged 6718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62016 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -9478593.000000 Penalty: 3671.684082
	Iteration 6F: 3 clusters Score -9478593 nChanged 7376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69384 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -9485571.000000 Penalty: 3671.684082
	Iteration 7F: 3 clusters Score -9485571 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75476 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -9491778.000000 Penalty: 3671.684082
	Iteration 8F: 3 clusters Score -9491778 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78781 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -9494989.000000 Penalty: 3671.684082
	Iteration 9Q: 3 clusters Score -9494989 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80007 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -9496223.000000 Penalty: 3671.684082
	Iteration 10Q: 3 clusters Score -9496223 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80310 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -9496534.000000 Penalty: 3671.684082
	Iteration 11Q: 3 clusters Score -9496534 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80395 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -9496649.000000 Penalty: 3671.684082
	Iteration 12Q: 3 clusters Score -9496649 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80421 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -9496677.000000 Penalty: 3671.684082
	Iteration 13Q: 3 clusters Score -9496677 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80432 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -9496705.000000 Penalty: 3671.684082
	Iteration 14Q: 3 clusters Score -9496705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80440 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -9496728.000000 Penalty: 3671.684082
	Iteration 15Q: 3 clusters Score -9496728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80446 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -9496740.000000 Penalty: 3671.684082
	Iteration 16Q: 3 clusters Score -9496740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80449 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -9496741.000000 Penalty: 3671.684082
	Iteration 17Q: 3 clusters Score -9496741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80450 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -9496737.000000 Penalty: 3671.684082
	Iteration 18Q: 3 clusters Score -9496737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80451 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -9496742.000000 Penalty: 3671.684082
	Iteration 19Q: 3 clusters Score -9496742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80452 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -9496742.000000 Penalty: 3671.684082
	Iteration 20F: 3 clusters Score -9496742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80453 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -9496748.000000 Penalty: 3671.684082
	Iteration 21Q: 3 clusters Score -9496748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80454 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -9496747.000000 Penalty: 3671.684082
	Iteration 22Q: 3 clusters Score -9496747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80456 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -9496748.000000 Penalty: 3671.684082
	Iteration 23Q: 3 clusters Score -9496748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80455 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -9496743.000000 Penalty: 3671.684082
	Iteration 24Q: 3 clusters Score -9496743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80455 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -9496743.000000 Penalty: 3671.684082
	Iteration 25F: 3 clusters Score -9496743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Entering Unmasked Estep 
Score: -149773.515625 Penalty: 1174.259033
	Iteration 0F: 2 clusters Score -149773.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -148109.968750 Penalty: 2348.518066
	Iteration 0F: 3 clusters Score -148110 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -148446.500000 Penalty: 2348.518066
	Iteration 1F: 3 clusters Score -148446.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -148555.875000 Penalty: 2348.518066
	Iteration 2F: 3 clusters Score -148555.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -148618.828125 Penalty: 2348.518066
	Iteration 3Q: 3 clusters Score -148618.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -148659.906250 Penalty: 2348.518066
	Iteration 4Q: 3 clusters Score -148659.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -148685.718750 Penalty: 2348.518066
	Iteration 5Q: 3 clusters Score -148685.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -148708.718750 Penalty: 2348.518066
	Iteration 6Q: 3 clusters Score -148708.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -148730.703125 Penalty: 2348.518066
	Iteration 7Q: 3 clusters Score -148730.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -148741.921875 Penalty: 2348.518066
	Iteration 8Q: 3 clusters Score -148741.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -148756.593750 Penalty: 2348.518066
	Iteration 9Q: 3 clusters Score -148756.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -148773.140625 Penalty: 2348.518066
	Iteration 10Q: 3 clusters Score -148773.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -148785.031250 Penalty: 2348.518066
	Iteration 11Q: 3 clusters Score -148785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -148793.187500 Penalty: 2348.518066
	Iteration 12Q: 3 clusters Score -148793.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -148806.546875 Penalty: 2348.518066
	Iteration 13Q: 3 clusters Score -148806.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -148817.609375 Penalty: 2348.518066
	Iteration 14Q: 3 clusters Score -148817.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -148823.906250 Penalty: 2348.518066
	Iteration 15Q: 3 clusters Score -148823.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -148834.531250 Penalty: 2348.518066
	Iteration 16Q: 3 clusters Score -148834.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -148841.671875 Penalty: 2348.518066
	Iteration 17Q: 3 clusters Score -148841.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -148847.578125 Penalty: 2348.518066
	Iteration 18Q: 3 clusters Score -148847.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -148856.734375 Penalty: 2348.518066
	Iteration 19Q: 3 clusters Score -148856.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -148859.234375 Penalty: 2348.518066
	Iteration 20F: 3 clusters Score -148859.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -148863.859375 Penalty: 2348.518066
	Iteration 21Q: 3 clusters Score -148863.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -148867.156250 Penalty: 2348.518066
	Iteration 22Q: 3 clusters Score -148867.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -148870.890625 Penalty: 2348.518066
	Iteration 23Q: 3 clusters Score -148870.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -148872.015625 Penalty: 2348.518066
	Iteration 24Q: 3 clusters Score -148872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -148872.750000 Penalty: 2348.518066
	Iteration 25Q: 3 clusters Score -148872.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -148876.062500 Penalty: 2348.518066
	Iteration 26Q: 3 clusters Score -148876.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -148878.593750 Penalty: 2348.518066
	Iteration 27Q: 3 clusters Score -148878.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -148879.218750 Penalty: 2348.518066
	Iteration 28Q: 3 clusters Score -148879.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -148879.218750 Penalty: 2348.518066
	Iteration 29F: 3 clusters Score -148879.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Entering Unmasked Estep 
Score: -33348.480469 Penalty: 995.261047
	Iteration 0F: 2 clusters Score -33348.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -32380.189453 Penalty: 1990.522095
	Iteration 0F: 3 clusters Score -32380.19 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -32611.267578 Penalty: 1990.522095
	Iteration 1F: 3 clusters Score -32611.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -32677.234375 Penalty: 1990.522095
	Iteration 2F: 3 clusters Score -32677.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -32729.921875 Penalty: 1990.522095
	Iteration 3Q: 3 clusters Score -32729.92 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -32779.222656 Penalty: 1990.522095
	Iteration 4Q: 3 clusters Score -32779.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -32829.792969 Penalty: 1990.522095
	Iteration 5Q: 3 clusters Score -32829.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -32878.289062 Penalty: 1990.522095
	Iteration 6Q: 3 clusters Score -32878.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -32910.203125 Penalty: 1990.522095
	Iteration 7Q: 3 clusters Score -32910.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -32925.402344 Penalty: 1990.522095
	Iteration 8Q: 3 clusters Score -32925.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -32944.937500 Penalty: 1990.522095
	Iteration 9Q: 3 clusters Score -32944.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -32965.468750 Penalty: 1990.522095
	Iteration 10Q: 3 clusters Score -32965.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -32979.257812 Penalty: 1990.522095
	Iteration 11Q: 3 clusters Score -32979.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -33000.703125 Penalty: 1990.522095
	Iteration 12Q: 3 clusters Score -33000.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -33006.343750 Penalty: 1990.522095
	Iteration 13Q: 3 clusters Score -33006.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -33009.546875 Penalty: 1990.522095
	Iteration 14F: 3 clusters Score -33009.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -33041.316406 Penalty: 1990.522095
	Iteration 15Q: 3 clusters Score -33041.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -33093.925781 Penalty: 1990.522095
	Iteration 16Q: 3 clusters Score -33093.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -33116.777344 Penalty: 1990.522095
	Iteration 17Q: 3 clusters Score -33116.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -33130.406250 Penalty: 1990.522095
	Iteration 18Q: 3 clusters Score -33130.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -33138.714844 Penalty: 1990.522095
	Iteration 19Q: 3 clusters Score -33138.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -33138.714844 Penalty: 1990.522095
	Iteration 20F: 3 clusters Score -33138.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -30378.564453 Penalty: 964.849609
	Iteration 0F: 2 clusters Score -30378.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -29458.068359 Penalty: 1929.699219
	Iteration 0F: 3 clusters Score -29458.07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -29728.650391 Penalty: 1929.699219
	Iteration 1F: 3 clusters Score -29728.65 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -29844.990234 Penalty: 1929.699219
	Iteration 2F: 3 clusters Score -29844.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -29922.990234 Penalty: 1929.699219
	Iteration 3Q: 3 clusters Score -29922.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -29996.105469 Penalty: 1929.699219
	Iteration 4Q: 3 clusters Score -29996.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -30043.582031 Penalty: 1929.699219
	Iteration 5Q: 3 clusters Score -30043.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -30064.103516 Penalty: 1929.699219
	Iteration 6Q: 3 clusters Score -30064.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -30085.800781 Penalty: 1929.699219
	Iteration 7Q: 3 clusters Score -30085.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -30097.437500 Penalty: 1929.699219
	Iteration 8Q: 3 clusters Score -30097.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -30109.371094 Penalty: 1929.699219
	Iteration 9Q: 3 clusters Score -30109.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -30113.011719 Penalty: 1929.699219
	Iteration 10Q: 3 clusters Score -30113.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -30113.849609 Penalty: 1929.699219
	Iteration 11Q: 3 clusters Score -30113.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -30124.937500 Penalty: 1929.699219
	Iteration 12Q: 3 clusters Score -30124.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -30128.724609 Penalty: 1929.699219
	Iteration 13Q: 3 clusters Score -30128.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -30129.302734 Penalty: 1929.699219
	Iteration 14Q: 3 clusters Score -30129.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -30129.302734 Penalty: 1929.699219
	Iteration 15F: 3 clusters Score -30129.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (105839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105839 members 
Entering Unmasked Estep 
Score: -12525834.000000 Penalty: 1880.072144
	Iteration 0F: 2 clusters Score -1.252583e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53207 members 
Mstep: Class 2 contains 52632 members 
Entering Unmasked Estep 
Score: -12458078.000000 Penalty: 3760.144287
	Iteration 0F: 3 clusters Score -1.245808e+07 nChanged 50595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58194 members 
Mstep: Class 2 contains 47645 members 
Entering Unmasked Estep 
Score: -12487922.000000 Penalty: 3760.144287
	Iteration 1F: 3 clusters Score -1.248792e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61208 members 
Mstep: Class 2 contains 44631 members 
Entering Unmasked Estep 
Score: -12489203.000000 Penalty: 3760.144287
	Iteration 2Q: 3 clusters Score -1.24892e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65614 members 
Mstep: Class 2 contains 40225 members 
Entering Unmasked Estep 
Score: -12491469.000000 Penalty: 3760.144287
	Iteration 3Q: 3 clusters Score -1.249147e+07 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71744 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
Score: -12495231.000000 Penalty: 3760.144287
	Iteration 4F: 3 clusters Score -1.249523e+07 nChanged 7769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79107 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -12501049.000000 Penalty: 3760.144287
	Iteration 5F: 3 clusters Score -1.250105e+07 nChanged 7331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86022 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -12508632.000000 Penalty: 3760.144287
	Iteration 6F: 3 clusters Score -1.250863e+07 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92000 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -12514819.000000 Penalty: 3760.144287
	Iteration 7F: 3 clusters Score -1.251482e+07 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96069 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -12518695.000000 Penalty: 3760.144287
	Iteration 8Q: 3 clusters Score -1.25187e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98629 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -12520955.000000 Penalty: 3760.144287
	Iteration 9Q: 3 clusters Score -1.252096e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100314 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -12522072.000000 Penalty: 3760.144287
	Iteration 10Q: 3 clusters Score -1.252207e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101492 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -12522718.000000 Penalty: 3760.144287
	Iteration 11Q: 3 clusters Score -1.252272e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102390 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -12523169.000000 Penalty: 3760.144287
	Iteration 12Q: 3 clusters Score -1.252317e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103036 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -12523424.000000 Penalty: 3760.144287
	Iteration 13Q: 3 clusters Score -1.252342e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103575 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -12523632.000000 Penalty: 3760.144287
	Iteration 14Q: 3 clusters Score -1.252363e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103950 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -12523788.000000 Penalty: 3760.144287
	Iteration 15Q: 3 clusters Score -1.252379e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104227 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -12523912.000000 Penalty: 3760.144287
	Iteration 16Q: 3 clusters Score -1.252391e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104438 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -12523974.000000 Penalty: 3760.144287
	Iteration 17Q: 3 clusters Score -1.252397e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104609 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -12524026.000000 Penalty: 3760.144287
	Iteration 18Q: 3 clusters Score -1.252403e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104744 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -12524046.000000 Penalty: 3760.144287
	Iteration 19Q: 3 clusters Score -1.252405e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104860 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -12524115.000000 Penalty: 3760.144287
	Iteration 20F: 3 clusters Score -1.252412e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104939 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -12524174.000000 Penalty: 3760.144287
	Iteration 21Q: 3 clusters Score -1.252417e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105001 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -12524191.000000 Penalty: 3760.144287
	Iteration 22Q: 3 clusters Score -1.252419e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105063 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -12524226.000000 Penalty: 3760.144287
	Iteration 23Q: 3 clusters Score -1.252423e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105122 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -12524240.000000 Penalty: 3760.144287
	Iteration 24Q: 3 clusters Score -1.252424e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105176 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -12524252.000000 Penalty: 3760.144287
	Iteration 25Q: 3 clusters Score -1.252425e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105200 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -12524265.000000 Penalty: 3760.144287
	Iteration 26Q: 3 clusters Score -1.252426e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105220 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -12524252.000000 Penalty: 3760.144287
	Iteration 27Q: 3 clusters Score -1.252425e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105244 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -12524293.000000 Penalty: 3760.144287
	Iteration 28Q: 3 clusters Score -1.252429e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105261 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -12524296.000000 Penalty: 3760.144287
	Iteration 29Q: 3 clusters Score -1.25243e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105278 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -12524307.000000 Penalty: 3760.144287
	Iteration 30Q: 3 clusters Score -1.252431e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105287 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -12524309.000000 Penalty: 3760.144287
	Iteration 31Q: 3 clusters Score -1.252431e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105292 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -12524316.000000 Penalty: 3760.144287
	Iteration 32Q: 3 clusters Score -1.252432e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105297 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -12524325.000000 Penalty: 3760.144287
	Iteration 33Q: 3 clusters Score -1.252432e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105300 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -12524328.000000 Penalty: 3760.144287
	Iteration 34Q: 3 clusters Score -1.252433e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105305 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -12524328.000000 Penalty: 3760.144287
	Iteration 35Q: 3 clusters Score -1.252433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105310 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -12524336.000000 Penalty: 3760.144287
	Iteration 36Q: 3 clusters Score -1.252434e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105315 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -12524327.000000 Penalty: 3760.144287
	Iteration 37Q: 3 clusters Score -1.252433e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105315 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -12524327.000000 Penalty: 3760.144287
	Iteration 38F: 3 clusters Score -1.252433e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (12859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Entering Unmasked Estep 
Score: -1458335.125000 Penalty: 1537.542480
	Iteration 0F: 2 clusters Score -1458335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1449280.250000 Penalty: 3075.084961
	Iteration 0F: 3 clusters Score -1449280 nChanged 5683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1452215.375000 Penalty: 3075.084961
	Iteration 1F: 3 clusters Score -1452215 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1452494.750000 Penalty: 3075.084961
	Iteration 2F: 3 clusters Score -1452495 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1452711.750000 Penalty: 3075.084961
	Iteration 3Q: 3 clusters Score -1452712 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1452884.750000 Penalty: 3075.084961
	Iteration 4Q: 3 clusters Score -1452885 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1453052.250000 Penalty: 3075.084961
	Iteration 5Q: 3 clusters Score -1453052 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1453194.875000 Penalty: 3075.084961
	Iteration 6Q: 3 clusters Score -1453195 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1453316.625000 Penalty: 3075.084961
	Iteration 7Q: 3 clusters Score -1453317 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1453425.875000 Penalty: 3075.084961
	Iteration 8Q: 3 clusters Score -1453426 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1453554.750000 Penalty: 3075.084961
	Iteration 9Q: 3 clusters Score -1453555 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1453687.750000 Penalty: 3075.084961
	Iteration 10Q: 3 clusters Score -1453688 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1453834.375000 Penalty: 3075.084961
	Iteration 11Q: 3 clusters Score -1453834 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1454021.250000 Penalty: 3075.084961
	Iteration 12Q: 3 clusters Score -1454021 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1454287.125000 Penalty: 3075.084961
	Iteration 13Q: 3 clusters Score -1454287 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1454625.625000 Penalty: 3075.084961
	Iteration 14Q: 3 clusters Score -1454626 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1455038.625000 Penalty: 3075.084961
	Iteration 15Q: 3 clusters Score -1455039 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1455493.375000 Penalty: 3075.084961
	Iteration 16F: 3 clusters Score -1455493 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1455913.750000 Penalty: 3075.084961
	Iteration 17Q: 3 clusters Score -1455914 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1456275.750000 Penalty: 3075.084961
	Iteration 18Q: 3 clusters Score -1456276 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1456557.875000 Penalty: 3075.084961
	Iteration 19Q: 3 clusters Score -1456558 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -1456739.750000 Penalty: 3075.084961
	Iteration 20F: 3 clusters Score -1456740 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1456867.375000 Penalty: 3075.084961
	Iteration 21Q: 3 clusters Score -1456867 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1456939.000000 Penalty: 3075.084961
	Iteration 22Q: 3 clusters Score -1456939 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1456973.500000 Penalty: 3075.084961
	Iteration 23Q: 3 clusters Score -1456974 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -1456996.750000 Penalty: 3075.084961
	Iteration 24Q: 3 clusters Score -1456997 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1457019.375000 Penalty: 3075.084961
	Iteration 25Q: 3 clusters Score -1457019 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -1457038.750000 Penalty: 3075.084961
	Iteration 26Q: 3 clusters Score -1457039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1457055.750000 Penalty: 3075.084961
	Iteration 27Q: 3 clusters Score -1457056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -1457070.250000 Penalty: 3075.084961
	Iteration 28Q: 3 clusters Score -1457070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1457075.375000 Penalty: 3075.084961
	Iteration 29Q: 3 clusters Score -1457075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -1457079.750000 Penalty: 3075.084961
	Iteration 30Q: 3 clusters Score -1457080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -1457082.625000 Penalty: 3075.084961
	Iteration 31Q: 3 clusters Score -1457083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1457084.000000 Penalty: 3075.084961
	Iteration 32Q: 3 clusters Score -1457084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1457084.000000 Penalty: 3075.084961
	Iteration 33F: 3 clusters Score -1457084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Entering Unmasked Estep 
Score: -132703.750000 Penalty: 1162.243652
	Iteration 0F: 2 clusters Score -132703.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -131085.546875 Penalty: 2324.487305
	Iteration 0F: 3 clusters Score -131085.5 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -131567.234375 Penalty: 2324.487305
	Iteration 1F: 3 clusters Score -131567.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -131869.562500 Penalty: 2324.487305
	Iteration 2F: 3 clusters Score -131869.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -132264.828125 Penalty: 2324.487305
	Iteration 3F: 3 clusters Score -132264.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -132518.109375 Penalty: 2324.487305
	Iteration 4F: 3 clusters Score -132518.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -132631.109375 Penalty: 2324.487305
	Iteration 5F: 3 clusters Score -132631.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -132688.859375 Penalty: 2324.487305
	Iteration 6Q: 3 clusters Score -132688.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -132716.921875 Penalty: 2324.487305
	Iteration 7Q: 3 clusters Score -132716.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -132734.578125 Penalty: 2324.487305
	Iteration 8Q: 3 clusters Score -132734.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -132749.656250 Penalty: 2324.487305
	Iteration 9Q: 3 clusters Score -132749.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -132760.484375 Penalty: 2324.487305
	Iteration 10Q: 3 clusters Score -132760.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -132761.578125 Penalty: 2324.487305
	Iteration 11Q: 3 clusters Score -132761.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -132763.125000 Penalty: 2324.487305
	Iteration 12Q: 3 clusters Score -132763.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -132763.703125 Penalty: 2324.487305
	Iteration 13Q: 3 clusters Score -132763.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -132763.703125 Penalty: 2324.487305
	Iteration 14F: 3 clusters Score -132763.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 3252 members 
Mstep: Class 3 contains 7721 members 
Mstep: Class 4 contains 649 members 
Mstep: Class 5 contains 37912 members 
Mstep: Class 6 contains 74267 members 
Mstep: Class 7 contains 73091 members 
Mstep: Class 8 contains 38769 members 
Mstep: Class 9 contains 32475 members 
Mstep: Class 10 contains 16000 members 
Mstep: Class 11 contains 39639 members 
Mstep: Class 12 contains 86015 members 
Mstep: Class 13 contains 4179 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 16944 members 
Mstep: Class 17 contains 684 members 
Mstep: Class 18 contains 247 members 
Mstep: Class 19 contains 111690 members 
Mstep: Class 20 contains 7764 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 39337 members 
Mstep: Class 23 contains 11273 members 
Mstep: Class 24 contains 106194 members 
Mstep: Class 25 contains 98460 members 
Mstep: Class 26 contains 30165 members 
Mstep: Class 27 contains 892 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 2616 members 
Mstep: Class 30 contains 86549 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 80619 members 
Mstep: Class 34 contains 1375 members 
Mstep: Class 35 contains 457 members 
Mstep: Class 36 contains 379 members 
Mstep: Class 37 contains 105839 members 
Mstep: Class 38 contains 12859 members 
Mstep: Class 39 contains 572 members 
Mstep: Class 40 contains 10218 members 
Mstep: Class 41 contains 127993 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 23522 members 
Mstep: Class 45 contains 194072 members 
Mstep: Class 46 contains 469 members 
Mstep: Class 47 contains 88217 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 92315 members 
Mstep: Class 50 contains 41429 members 
Mstep: Class 51 contains 705 members 
Entering Unmasked Estep 
Score: -194704464.000000 Penalty: 119004.437500
Splitting cluster 39 changes total score from -194695808.000000 to -194704464.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 40 (10218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Entering Unmasked Estep 
Score: -1079250.375000 Penalty: 1500.184692
	Iteration 0F: 2 clusters Score -1079250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1072008.375000 Penalty: 3000.369385
	Iteration 0F: 3 clusters Score -1072008 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1074426.000000 Penalty: 3000.369385
	Iteration 1F: 3 clusters Score -1074426 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1074879.875000 Penalty: 3000.369385
	Iteration 2F: 3 clusters Score -1074880 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1075323.875000 Penalty: 3000.369385
	Iteration 3F: 3 clusters Score -1075324 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1075805.000000 Penalty: 3000.369385
	Iteration 4F: 3 clusters Score -1075805 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1076297.125000 Penalty: 3000.369385
	Iteration 5F: 3 clusters Score -1076297 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1076693.000000 Penalty: 3000.369385
	Iteration 6F: 3 clusters Score -1076693 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1076995.500000 Penalty: 3000.369385
	Iteration 7Q: 3 clusters Score -1076996 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1077216.875000 Penalty: 3000.369385
	Iteration 8Q: 3 clusters Score -1077217 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1077413.000000 Penalty: 3000.369385
	Iteration 9Q: 3 clusters Score -1077413 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1077573.250000 Penalty: 3000.369385
	Iteration 10Q: 3 clusters Score -1077573 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1077696.750000 Penalty: 3000.369385
	Iteration 11Q: 3 clusters Score -1077697 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1077780.500000 Penalty: 3000.369385
	Iteration 12Q: 3 clusters Score -1077780 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1077849.375000 Penalty: 3000.369385
	Iteration 13Q: 3 clusters Score -1077849 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1077885.500000 Penalty: 3000.369385
	Iteration 14Q: 3 clusters Score -1077886 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1077925.500000 Penalty: 3000.369385
	Iteration 15Q: 3 clusters Score -1077926 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1077946.625000 Penalty: 3000.369385
	Iteration 16Q: 3 clusters Score -1077947 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1077966.625000 Penalty: 3000.369385
	Iteration 17Q: 3 clusters Score -1077967 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1077983.750000 Penalty: 3000.369385
	Iteration 18Q: 3 clusters Score -1077984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1077998.500000 Penalty: 3000.369385
	Iteration 19Q: 3 clusters Score -1077998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1078012.625000 Penalty: 3000.369385
	Iteration 20F: 3 clusters Score -1078013 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1078028.125000 Penalty: 3000.369385
	Iteration 21Q: 3 clusters Score -1078028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1078036.125000 Penalty: 3000.369385
	Iteration 22Q: 3 clusters Score -1078036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1078039.750000 Penalty: 3000.369385
	Iteration 23Q: 3 clusters Score -1078040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1078042.750000 Penalty: 3000.369385
	Iteration 24Q: 3 clusters Score -1078043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1078046.000000 Penalty: 3000.369385
	Iteration 25Q: 3 clusters Score -1078046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1078046.500000 Penalty: 3000.369385
	Iteration 26Q: 3 clusters Score -1078046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1078048.375000 Penalty: 3000.369385
	Iteration 27Q: 3 clusters Score -1078048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1078052.000000 Penalty: 3000.369385
	Iteration 28Q: 3 clusters Score -1078052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1078056.125000 Penalty: 3000.369385
	Iteration 29Q: 3 clusters Score -1078056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1078059.125000 Penalty: 3000.369385
	Iteration 30Q: 3 clusters Score -1078059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1078060.125000 Penalty: 3000.369385
	Iteration 31Q: 3 clusters Score -1078060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1078064.250000 Penalty: 3000.369385
	Iteration 32Q: 3 clusters Score -1078064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1078065.250000 Penalty: 3000.369385
	Iteration 33Q: 3 clusters Score -1078065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1078068.375000 Penalty: 3000.369385
	Iteration 34Q: 3 clusters Score -1078068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1078070.125000 Penalty: 3000.369385
	Iteration 35Q: 3 clusters Score -1078070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1078070.125000 Penalty: 3000.369385
	Iteration 36F: 3 clusters Score -1078070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (127993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127993 members 
Entering Unmasked Estep 
Score: -15198315.000000 Penalty: 1910.956299
	Iteration 0F: 2 clusters Score -1.519832e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64149 members 
Mstep: Class 2 contains 63844 members 
Entering Unmasked Estep 
Score: -15122934.000000 Penalty: 3821.912598
	Iteration 0F: 3 clusters Score -1.512293e+07 nChanged 61647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65854 members 
Mstep: Class 2 contains 62139 members 
Entering Unmasked Estep 
Score: -15158972.000000 Penalty: 3821.912598
	Iteration 1F: 3 clusters Score -1.515897e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66829 members 
Mstep: Class 2 contains 61164 members 
Entering Unmasked Estep 
Score: -15160068.000000 Penalty: 3821.912598
	Iteration 2Q: 3 clusters Score -1.516007e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68091 members 
Mstep: Class 2 contains 59902 members 
Entering Unmasked Estep 
Score: -15161396.000000 Penalty: 3821.912598
	Iteration 3Q: 3 clusters Score -1.51614e+07 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69507 members 
Mstep: Class 2 contains 58486 members 
Entering Unmasked Estep 
Score: -15163283.000000 Penalty: 3821.912598
	Iteration 4Q: 3 clusters Score -1.516328e+07 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70983 members 
Mstep: Class 2 contains 57010 members 
Entering Unmasked Estep 
Score: -15166234.000000 Penalty: 3821.912598
	Iteration 5Q: 3 clusters Score -1.516623e+07 nChanged 7154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72107 members 
Mstep: Class 2 contains 55886 members 
Entering Unmasked Estep 
Score: -15170799.000000 Penalty: 3821.912598
	Iteration 6F: 3 clusters Score -1.51708e+07 nChanged 8643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72380 members 
Mstep: Class 2 contains 55613 members 
Entering Unmasked Estep 
Score: -15178182.000000 Penalty: 3821.912598
	Iteration 7F: 3 clusters Score -1.517818e+07 nChanged 9970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71062 members 
Mstep: Class 2 contains 56931 members 
Entering Unmasked Estep 
Score: -15187587.000000 Penalty: 3821.912598
	Iteration 8F: 3 clusters Score -1.518759e+07 nChanged 9187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68295 members 
Mstep: Class 2 contains 59698 members 
Entering Unmasked Estep 
Score: -15193930.000000 Penalty: 3821.912598
	Iteration 9F: 3 clusters Score -1.519393e+07 nChanged 6222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64773 members 
Mstep: Class 2 contains 63220 members 
Entering Unmasked Estep 
Score: -15196612.000000 Penalty: 3821.912598
	Iteration 10Q: 3 clusters Score -1.519661e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60715 members 
Mstep: Class 2 contains 67278 members 
Entering Unmasked Estep 
Score: -15197924.000000 Penalty: 3821.912598
	Iteration 11Q: 3 clusters Score -1.519792e+07 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56489 members 
Mstep: Class 2 contains 71504 members 
Entering Unmasked Estep 
Score: -15198961.000000 Penalty: 3821.912598
	Iteration 12Q: 3 clusters Score -1.519896e+07 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52188 members 
Mstep: Class 2 contains 75805 members 
Entering Unmasked Estep 
Score: -15199700.000000 Penalty: 3821.912598
	Iteration 13Q: 3 clusters Score -1.51997e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47927 members 
Mstep: Class 2 contains 80066 members 
Entering Unmasked Estep 
Score: -15200481.000000 Penalty: 3821.912598
	Iteration 14Q: 3 clusters Score -1.520048e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43930 members 
Mstep: Class 2 contains 84063 members 
Entering Unmasked Estep 
Score: -15202199.000000 Penalty: 3821.912598
	Iteration 15Q: 3 clusters Score -1.52022e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41743 members 
Mstep: Class 2 contains 86250 members 
Entering Unmasked Estep 
Score: -15203504.000000 Penalty: 3821.912598
	Iteration 16Q: 3 clusters Score -1.52035e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41071 members 
Mstep: Class 2 contains 86922 members 
Entering Unmasked Estep 
Score: -15203957.000000 Penalty: 3821.912598
	Iteration 17Q: 3 clusters Score -1.520396e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40877 members 
Mstep: Class 2 contains 87116 members 
Entering Unmasked Estep 
Score: -15204089.000000 Penalty: 3821.912598
	Iteration 18Q: 3 clusters Score -1.520409e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40746 members 
Mstep: Class 2 contains 87247 members 
Entering Unmasked Estep 
Score: -15204304.000000 Penalty: 3821.912598
	Iteration 19Q: 3 clusters Score -1.52043e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 87344 members 
Entering Unmasked Estep 
Score: -15204407.000000 Penalty: 3821.912598
	Iteration 20F: 3 clusters Score -1.520441e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40579 members 
Mstep: Class 2 contains 87414 members 
Entering Unmasked Estep 
Score: -15204493.000000 Penalty: 3821.912598
	Iteration 21Q: 3 clusters Score -1.520449e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40547 members 
Mstep: Class 2 contains 87446 members 
Entering Unmasked Estep 
Score: -15204501.000000 Penalty: 3821.912598
	Iteration 22Q: 3 clusters Score -1.52045e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40594 members 
Mstep: Class 2 contains 87399 members 
Entering Unmasked Estep 
Score: -15204508.000000 Penalty: 3821.912598
	Iteration 23Q: 3 clusters Score -1.520451e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40596 members 
Mstep: Class 2 contains 87397 members 
Entering Unmasked Estep 
Score: -15204545.000000 Penalty: 3821.912598
	Iteration 24Q: 3 clusters Score -1.520454e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40483 members 
Mstep: Class 2 contains 87510 members 
Entering Unmasked Estep 
Score: -15204588.000000 Penalty: 3821.912598
	Iteration 25Q: 3 clusters Score -1.520459e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40471 members 
Mstep: Class 2 contains 87522 members 
Entering Unmasked Estep 
Score: -15204618.000000 Penalty: 3821.912598
	Iteration 26Q: 3 clusters Score -1.520462e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40480 members 
Mstep: Class 2 contains 87513 members 
Entering Unmasked Estep 
Score: -15204620.000000 Penalty: 3821.912598
	Iteration 27Q: 3 clusters Score -1.520462e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40539 members 
Mstep: Class 2 contains 87454 members 
Entering Unmasked Estep 
Score: -15204614.000000 Penalty: 3821.912598
	Iteration 28Q: 3 clusters Score -1.520461e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40581 members 
Mstep: Class 2 contains 87412 members 
Entering Unmasked Estep 
Score: -15204621.000000 Penalty: 3821.912598
	Iteration 29Q: 3 clusters Score -1.520462e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40559 members 
Mstep: Class 2 contains 87434 members 
Entering Unmasked Estep 
Score: -15204619.000000 Penalty: 3821.912598
	Iteration 30Q: 3 clusters Score -1.520462e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40554 members 
Mstep: Class 2 contains 87439 members 
Entering Unmasked Estep 
Score: -15204602.000000 Penalty: 3821.912598
	Iteration 31Q: 3 clusters Score -1.52046e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40556 members 
Mstep: Class 2 contains 87437 members 
Entering Unmasked Estep 
Score: -15204600.000000 Penalty: 3821.912598
	Iteration 32Q: 3 clusters Score -1.52046e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40554 members 
Mstep: Class 2 contains 87439 members 
Entering Unmasked Estep 
Score: -15204573.000000 Penalty: 3821.912598
	Iteration 33Q: 3 clusters Score -1.520457e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40575 members 
Mstep: Class 2 contains 87418 members 
Entering Unmasked Estep 
Score: -15204547.000000 Penalty: 3821.912598
	Iteration 34Q: 3 clusters Score -1.520455e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40597 members 
Mstep: Class 2 contains 87396 members 
Entering Unmasked Estep 
Score: -15204554.000000 Penalty: 3821.912598
	Iteration 35Q: 3 clusters Score -1.520455e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40611 members 
Mstep: Class 2 contains 87382 members 
Entering Unmasked Estep 
Score: -15204544.000000 Penalty: 3821.912598
	Iteration 36Q: 3 clusters Score -1.520454e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 87351 members 
Entering Unmasked Estep 
Score: -15204543.000000 Penalty: 3821.912598
	Iteration 37Q: 3 clusters Score -1.520454e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 87355 members 
Entering Unmasked Estep 
Score: -15204559.000000 Penalty: 3821.912598
	Iteration 38Q: 3 clusters Score -1.520456e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40645 members 
Mstep: Class 2 contains 87348 members 
Entering Unmasked Estep 
Score: -15204547.000000 Penalty: 3821.912598
	Iteration 39Q: 3 clusters Score -1.520455e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 87351 members 
Entering Unmasked Estep 
Score: -15204561.000000 Penalty: 3821.912598
	Iteration 40F: 3 clusters Score -1.520456e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40647 members 
Mstep: Class 2 contains 87346 members 
Entering Unmasked Estep 
Score: -15204555.000000 Penalty: 3821.912598
	Iteration 41Q: 3 clusters Score -1.520456e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40655 members 
Mstep: Class 2 contains 87338 members 
Entering Unmasked Estep 
Score: -15204547.000000 Penalty: 3821.912598
	Iteration 42Q: 3 clusters Score -1.520455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40657 members 
Mstep: Class 2 contains 87336 members 
Entering Unmasked Estep 
Score: -15204545.000000 Penalty: 3821.912598
	Iteration 43Q: 3 clusters Score -1.520454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40654 members 
Mstep: Class 2 contains 87339 members 
Entering Unmasked Estep 
Score: -15204547.000000 Penalty: 3821.912598
	Iteration 44Q: 3 clusters Score -1.520455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40655 members 
Mstep: Class 2 contains 87338 members 
Entering Unmasked Estep 
Score: -15204557.000000 Penalty: 3821.912598
	Iteration 45Q: 3 clusters Score -1.520456e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40657 members 
Mstep: Class 2 contains 87336 members 
Entering Unmasked Estep 
Score: -15204547.000000 Penalty: 3821.912598
	Iteration 46Q: 3 clusters Score -1.520455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40656 members 
Mstep: Class 2 contains 87337 members 
Entering Unmasked Estep 
Score: -15204541.000000 Penalty: 3821.912598
	Iteration 47Q: 3 clusters Score -1.520454e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40656 members 
Mstep: Class 2 contains 87337 members 
Entering Unmasked Estep 
Score: -15204541.000000 Penalty: 3821.912598
	Iteration 48F: 3 clusters Score -1.520454e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 3252 members 
Mstep: Class 3 contains 7721 members 
Mstep: Class 4 contains 649 members 
Mstep: Class 5 contains 37912 members 
Mstep: Class 6 contains 74267 members 
Mstep: Class 7 contains 73091 members 
Mstep: Class 8 contains 38769 members 
Mstep: Class 9 contains 32475 members 
Mstep: Class 10 contains 16000 members 
Mstep: Class 11 contains 39639 members 
Mstep: Class 12 contains 86015 members 
Mstep: Class 13 contains 4179 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 16944 members 
Mstep: Class 17 contains 684 members 
Mstep: Class 18 contains 247 members 
Mstep: Class 19 contains 111690 members 
Mstep: Class 20 contains 7764 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 39337 members 
Mstep: Class 23 contains 11273 members 
Mstep: Class 24 contains 106194 members 
Mstep: Class 25 contains 98460 members 
Mstep: Class 26 contains 30165 members 
Mstep: Class 27 contains 892 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 2616 members 
Mstep: Class 30 contains 86549 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 80619 members 
Mstep: Class 34 contains 1375 members 
Mstep: Class 35 contains 457 members 
Mstep: Class 36 contains 379 members 
Mstep: Class 37 contains 105839 members 
Mstep: Class 38 contains 12859 members 
Mstep: Class 39 contains 572 members 
Mstep: Class 40 contains 10218 members 
Mstep: Class 41 contains 40656 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 23522 members 
Mstep: Class 45 contains 194072 members 
Mstep: Class 46 contains 469 members 
Mstep: Class 47 contains 88217 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 92315 members 
Mstep: Class 50 contains 41429 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 87337 members 
Entering Unmasked Estep 
Score: -194713600.000000 Penalty: 121337.851562
Splitting cluster 41 changes total score from -194695808.000000 to -194713600.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 42 (473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Entering Unmasked Estep 
Score: -41894.640625 Penalty: 1000.852966
	Iteration 0F: 2 clusters Score -41894.64 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 226 members 
Entering Unmasked Estep 
Score: -40878.324219 Penalty: 2001.705933
	Iteration 0F: 3 clusters Score -40878.32 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -41266.281250 Penalty: 2001.705933
	Iteration 1F: 3 clusters Score -41266.28 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -41516.242188 Penalty: 2001.705933
	Iteration 2F: 3 clusters Score -41516.24 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -41710.214844 Penalty: 2001.705933
	Iteration 3F: 3 clusters Score -41710.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -41779.445312 Penalty: 2001.705933
	Iteration 4Q: 3 clusters Score -41779.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -41811.542969 Penalty: 2001.705933
	Iteration 5Q: 3 clusters Score -41811.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -41816.609375 Penalty: 2001.705933
	Iteration 6Q: 3 clusters Score -41816.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -41848.480469 Penalty: 2001.705933
	Iteration 7Q: 3 clusters Score -41848.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -41883.562500 Penalty: 2001.705933
	Iteration 8Q: 3 clusters Score -41883.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -41893.601562 Penalty: 2001.705933
	Iteration 9Q: 3 clusters Score -41893.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -41913.460938 Penalty: 2001.705933
	Iteration 10Q: 3 clusters Score -41913.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -41917.382812 Penalty: 2001.705933
	Iteration 11Q: 3 clusters Score -41917.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -41920.230469 Penalty: 2001.705933
	Iteration 12Q: 3 clusters Score -41920.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -41920.230469 Penalty: 2001.705933
	Iteration 13F: 3 clusters Score -41920.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 3252 members 
Mstep: Class 3 contains 7721 members 
Mstep: Class 4 contains 649 members 
Mstep: Class 5 contains 37912 members 
Mstep: Class 6 contains 74267 members 
Mstep: Class 7 contains 73091 members 
Mstep: Class 8 contains 38769 members 
Mstep: Class 9 contains 32475 members 
Mstep: Class 10 contains 16000 members 
Mstep: Class 11 contains 39639 members 
Mstep: Class 12 contains 86015 members 
Mstep: Class 13 contains 4179 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 16944 members 
Mstep: Class 17 contains 684 members 
Mstep: Class 18 contains 247 members 
Mstep: Class 19 contains 111690 members 
Mstep: Class 20 contains 7764 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 39337 members 
Mstep: Class 23 contains 11273 members 
Mstep: Class 24 contains 106194 members 
Mstep: Class 25 contains 98460 members 
Mstep: Class 26 contains 30165 members 
Mstep: Class 27 contains 892 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 2616 members 
Mstep: Class 30 contains 86549 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 80619 members 
Mstep: Class 34 contains 1375 members 
Mstep: Class 35 contains 457 members 
Mstep: Class 36 contains 379 members 
Mstep: Class 37 contains 105839 members 
Mstep: Class 38 contains 12859 members 
Mstep: Class 39 contains 572 members 
Mstep: Class 40 contains 10218 members 
Mstep: Class 41 contains 40656 members 
Mstep: Class 42 contains 214 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 23522 members 
Mstep: Class 45 contains 194072 members 
Mstep: Class 46 contains 469 members 
Mstep: Class 47 contains 88217 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 92315 members 
Mstep: Class 50 contains 41429 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 87337 members 
Mstep: Class 53 contains 259 members 
Entering Unmasked Estep 
Score: -194712736.000000 Penalty: 123671.273438
Splitting cluster 42 changes total score from -194695808.000000 to -194712736.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 43 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -9436.905273 Penalty: 870.445312
	Iteration 0F: 2 clusters Score -9436.905 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 110 members 
Entering Unmasked Estep 
Score: -8738.817383 Penalty: 1740.890625
	Iteration 0F: 3 clusters Score -8738.817 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8885.899414 Penalty: 1740.890625
	Iteration 1F: 3 clusters Score -8885.899 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8925.233398 Penalty: 1740.890625
	Iteration 2F: 3 clusters Score -8925.233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8933.301758 Penalty: 1740.890625
	Iteration 3Q: 3 clusters Score -8933.302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -8945.717773 Penalty: 1740.890625
	Iteration 4Q: 3 clusters Score -8945.718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8960.956055 Penalty: 1740.890625
	Iteration 5Q: 3 clusters Score -8960.956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8971.818359 Penalty: 1740.890625
	Iteration 6Q: 3 clusters Score -8971.818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8976.069336 Penalty: 1740.890625
	Iteration 7Q: 3 clusters Score -8976.069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8976.069336 Penalty: 1740.890625
	Iteration 8F: 3 clusters Score -8976.069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (23522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Entering Unmasked Estep 
Score: -2755451.250000 Penalty: 1635.674805
	Iteration 0F: 2 clusters Score -2755451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -2739677.500000 Penalty: 3271.349609
	Iteration 0F: 3 clusters Score -2739678 nChanged 10633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -2746427.500000 Penalty: 3271.349609
	Iteration 1F: 3 clusters Score -2746428 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -2748103.250000 Penalty: 3271.349609
	Iteration 2F: 3 clusters Score -2748103 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -2750308.000000 Penalty: 3271.349609
	Iteration 3F: 3 clusters Score -2750308 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -2752724.500000 Penalty: 3271.349609
	Iteration 4F: 3 clusters Score -2752724 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -2754739.500000 Penalty: 3271.349609
	Iteration 5F: 3 clusters Score -2754740 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -2755536.750000 Penalty: 3271.349609
	Iteration 6Q: 3 clusters Score -2755537 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -2755726.250000 Penalty: 3271.349609
	Iteration 7Q: 3 clusters Score -2755726 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -2755772.250000 Penalty: 3271.349609
	Iteration 8Q: 3 clusters Score -2755772 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -2755797.500000 Penalty: 3271.349609
	Iteration 9Q: 3 clusters Score -2755798 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -2755807.250000 Penalty: 3271.349609
	Iteration 10Q: 3 clusters Score -2755807 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -2755814.750000 Penalty: 3271.349609
	Iteration 11Q: 3 clusters Score -2755815 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -2755815.250000 Penalty: 3271.349609
	Iteration 12Q: 3 clusters Score -2755815 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -2755818.750000 Penalty: 3271.349609
	Iteration 13Q: 3 clusters Score -2755819 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -2755816.250000 Penalty: 3271.349609
	Iteration 14Q: 3 clusters Score -2755816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -2755815.000000 Penalty: 3271.349609
	Iteration 15Q: 3 clusters Score -2755815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -2755811.500000 Penalty: 3271.349609
	Iteration 16Q: 3 clusters Score -2755812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -2755815.750000 Penalty: 3271.349609
	Iteration 17Q: 3 clusters Score -2755816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -2755812.500000 Penalty: 3271.349609
	Iteration 18Q: 3 clusters Score -2755812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -2755813.750000 Penalty: 3271.349609
	Iteration 19Q: 3 clusters Score -2755814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -2755809.750000 Penalty: 3271.349609
	Iteration 20F: 3 clusters Score -2755810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -2755814.000000 Penalty: 3271.349609
	Iteration 21Q: 3 clusters Score -2755814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -2755811.750000 Penalty: 3271.349609
	Iteration 22Q: 3 clusters Score -2755812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -2755810.500000 Penalty: 3271.349609
	Iteration 23Q: 3 clusters Score -2755810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -2755810.250000 Penalty: 3271.349609
	Iteration 24Q: 3 clusters Score -2755810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -2755810.250000 Penalty: 3271.349609
	Iteration 25F: 3 clusters Score -2755810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 3252 members 
Mstep: Class 3 contains 7721 members 
Mstep: Class 4 contains 649 members 
Mstep: Class 5 contains 37912 members 
Mstep: Class 6 contains 74267 members 
Mstep: Class 7 contains 73091 members 
Mstep: Class 8 contains 38769 members 
Mstep: Class 9 contains 32475 members 
Mstep: Class 10 contains 16000 members 
Mstep: Class 11 contains 39639 members 
Mstep: Class 12 contains 86015 members 
Mstep: Class 13 contains 4179 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 16944 members 
Mstep: Class 17 contains 684 members 
Mstep: Class 18 contains 247 members 
Mstep: Class 19 contains 111690 members 
Mstep: Class 20 contains 7764 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 39337 members 
Mstep: Class 23 contains 11273 members 
Mstep: Class 24 contains 106194 members 
Mstep: Class 25 contains 98460 members 
Mstep: Class 26 contains 30165 members 
Mstep: Class 27 contains 892 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 2616 members 
Mstep: Class 30 contains 86549 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 80619 members 
Mstep: Class 34 contains 1375 members 
Mstep: Class 35 contains 457 members 
Mstep: Class 36 contains 379 members 
Mstep: Class 37 contains 105839 members 
Mstep: Class 38 contains 12859 members 
Mstep: Class 39 contains 572 members 
Mstep: Class 40 contains 10218 members 
Mstep: Class 41 contains 40656 members 
Mstep: Class 42 contains 214 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 17653 members 
Mstep: Class 45 contains 194072 members 
Mstep: Class 46 contains 469 members 
Mstep: Class 47 contains 88217 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 92315 members 
Mstep: Class 50 contains 41429 members 
Mstep: Class 51 contains 705 members 
Mstep: Class 52 contains 87337 members 
Mstep: Class 53 contains 259 members 
Mstep: Class 54 contains 5869 members 
Entering Unmasked Estep 
Score: -194712448.000000 Penalty: 126004.695312
Splitting cluster 44 changes total score from -194695808.000000 to -194712448.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 45 (194072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194072 members 
Entering Unmasked Estep 
Score: -22251968.000000 Penalty: 1978.597412
	Iteration 0F: 2 clusters Score -2.225197e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96941 members 
Mstep: Class 2 contains 97131 members 
Entering Unmasked Estep 
Score: -22143540.000000 Penalty: 3957.194824
	Iteration 0F: 3 clusters Score -2.214354e+07 nChanged 94106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93815 members 
Mstep: Class 2 contains 100257 members 
Entering Unmasked Estep 
Score: -22198392.000000 Penalty: 3957.194824
	Iteration 1F: 3 clusters Score -2.219839e+07 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91756 members 
Mstep: Class 2 contains 102316 members 
Entering Unmasked Estep 
Score: -22199420.000000 Penalty: 3957.194824
	Iteration 2Q: 3 clusters Score -2.219942e+07 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88604 members 
Mstep: Class 2 contains 105468 members 
Entering Unmasked Estep 
Score: -22200822.000000 Penalty: 3957.194824
	Iteration 3Q: 3 clusters Score -2.220082e+07 nChanged 7521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84165 members 
Mstep: Class 2 contains 109907 members 
Entering Unmasked Estep 
Score: -22202832.000000 Penalty: 3957.194824
	Iteration 4Q: 3 clusters Score -2.220283e+07 nChanged 8889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78052 members 
Mstep: Class 2 contains 116020 members 
Entering Unmasked Estep 
Score: -22206254.000000 Penalty: 3957.194824
	Iteration 5Q: 3 clusters Score -2.220625e+07 nChanged 10666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69836 members 
Mstep: Class 2 contains 124236 members 
Entering Unmasked Estep 
Score: -22211472.000000 Penalty: 3957.194824
	Iteration 6F: 3 clusters Score -2.221147e+07 nChanged 12337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59999 members 
Mstep: Class 2 contains 134073 members 
Entering Unmasked Estep 
Score: -22219530.000000 Penalty: 3957.194824
	Iteration 7F: 3 clusters Score -2.221953e+07 nChanged 13133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49544 members 
Mstep: Class 2 contains 144528 members 
Entering Unmasked Estep 
Score: -22229088.000000 Penalty: 3957.194824
	Iteration 8F: 3 clusters Score -2.222909e+07 nChanged 11784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40798 members 
Mstep: Class 2 contains 153274 members 
Entering Unmasked Estep 
Score: -22238100.000000 Penalty: 3957.194824
	Iteration 9F: 3 clusters Score -2.22381e+07 nChanged 9004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35066 members 
Mstep: Class 2 contains 159006 members 
Entering Unmasked Estep 
Score: -22243386.000000 Penalty: 3957.194824
	Iteration 10Q: 3 clusters Score -2.224339e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 162662 members 
Entering Unmasked Estep 
Score: -22245412.000000 Penalty: 3957.194824
	Iteration 11Q: 3 clusters Score -2.224541e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 165633 members 
Entering Unmasked Estep 
Score: -22246260.000000 Penalty: 3957.194824
	Iteration 12Q: 3 clusters Score -2.224626e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 168367 members 
Entering Unmasked Estep 
Score: -22246776.000000 Penalty: 3957.194824
	Iteration 13Q: 3 clusters Score -2.224678e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 170903 members 
Entering Unmasked Estep 
Score: -22246982.000000 Penalty: 3957.194824
	Iteration 14Q: 3 clusters Score -2.224698e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 173202 members 
Entering Unmasked Estep 
Score: -22247312.000000 Penalty: 3957.194824
	Iteration 15Q: 3 clusters Score -2.224731e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 175370 members 
Entering Unmasked Estep 
Score: -22247542.000000 Penalty: 3957.194824
	Iteration 16Q: 3 clusters Score -2.224754e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 177413 members 
Entering Unmasked Estep 
Score: -22247566.000000 Penalty: 3957.194824
	Iteration 17Q: 3 clusters Score -2.224757e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 179206 members 
Entering Unmasked Estep 
Score: -22247776.000000 Penalty: 3957.194824
	Iteration 18Q: 3 clusters Score -2.224778e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 180865 members 
Entering Unmasked Estep 
Score: -22247662.000000 Penalty: 3957.194824
	Iteration 19Q: 3 clusters Score -2.224766e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 182373 members 
Entering Unmasked Estep 
Score: -22248392.000000 Penalty: 3957.194824
	Iteration 20F: 3 clusters Score -2.224839e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 183881 members 
Entering Unmasked Estep 
Score: -22249146.000000 Penalty: 3957.194824
	Iteration 21Q: 3 clusters Score -2.224915e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 185312 members 
Entering Unmasked Estep 
Score: -22249928.000000 Penalty: 3957.194824
	Iteration 22Q: 3 clusters Score -2.224993e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 186717 members 
Entering Unmasked Estep 
Score: -22250534.000000 Penalty: 3957.194824
	Iteration 23Q: 3 clusters Score -2.225053e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 187932 members 
Entering Unmasked Estep 
Score: -22250748.000000 Penalty: 3957.194824
	Iteration 24Q: 3 clusters Score -2.225075e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 188979 members 
Entering Unmasked Estep 
Score: -22250706.000000 Penalty: 3957.194824
	Iteration 25Q: 3 clusters Score -2.225071e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 189899 members 
Entering Unmasked Estep 
Score: -22250690.000000 Penalty: 3957.194824
	Iteration 26Q: 3 clusters Score -2.225069e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 190715 members 
Entering Unmasked Estep 
Score: -22250616.000000 Penalty: 3957.194824
	Iteration 27Q: 3 clusters Score -2.225062e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 191414 members 
Entering Unmasked Estep 
Score: -22250532.000000 Penalty: 3957.194824
	Iteration 28Q: 3 clusters Score -2.225053e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 192001 members 
Entering Unmasked Estep 
Score: -22250440.000000 Penalty: 3957.194824
	Iteration 29Q: 3 clusters Score -2.225044e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 192474 members 
Entering Unmasked Estep 
Score: -22250358.000000 Penalty: 3957.194824
	Iteration 30Q: 3 clusters Score -2.225036e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 192848 members 
Entering Unmasked Estep 
Score: -22250334.000000 Penalty: 3957.194824
	Iteration 31Q: 3 clusters Score -2.225033e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 193107 members 
Entering Unmasked Estep 
Score: -22250398.000000 Penalty: 3957.194824
	Iteration 32Q: 3 clusters Score -2.22504e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 193269 members 
Entering Unmasked Estep 
Score: -22250396.000000 Penalty: 3957.194824
	Iteration 33Q: 3 clusters Score -2.22504e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 193375 members 
Entering Unmasked Estep 
Score: -22250410.000000 Penalty: 3957.194824
	Iteration 34Q: 3 clusters Score -2.225041e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 193464 members 
Entering Unmasked Estep 
Score: -22250414.000000 Penalty: 3957.194824
	Iteration 35Q: 3 clusters Score -2.225041e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 193526 members 
Entering Unmasked Estep 
Score: -22250436.000000 Penalty: 3957.194824
	Iteration 36Q: 3 clusters Score -2.225044e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 193577 members 
Entering Unmasked Estep 
Score: -22250420.000000 Penalty: 3957.194824
	Iteration 37Q: 3 clusters Score -2.225042e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 193610 members 
Entering Unmasked Estep 
Score: -22250420.000000 Penalty: 3957.194824
	Iteration 38Q: 3 clusters Score -2.225042e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 193642 members 
Entering Unmasked Estep 
Score: -22250426.000000 Penalty: 3957.194824
	Iteration 39Q: 3 clusters Score -2.225043e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 193652 members 
Entering Unmasked Estep 
Score: -22250416.000000 Penalty: 3957.194824
	Iteration 40F: 3 clusters Score -2.225042e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 193670 members 
Entering Unmasked Estep 
Score: -22250430.000000 Penalty: 3957.194824
	Iteration 41Q: 3 clusters Score -2.225043e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 193681 members 
Entering Unmasked Estep 
Score: -22250436.000000 Penalty: 3957.194824
	Iteration 42Q: 3 clusters Score -2.225044e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 193687 members 
Entering Unmasked Estep 
Score: -22250430.000000 Penalty: 3957.194824
	Iteration 43Q: 3 clusters Score -2.225043e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 193691 members 
Entering Unmasked Estep 
Score: -22250426.000000 Penalty: 3957.194824
	Iteration 44Q: 3 clusters Score -2.225043e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 193697 members 
Entering Unmasked Estep 
Score: -22250436.000000 Penalty: 3957.194824
	Iteration 45Q: 3 clusters Score -2.225044e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 193705 members 
Entering Unmasked Estep 
Score: -22250428.000000 Penalty: 3957.194824
	Iteration 46Q: 3 clusters Score -2.225043e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 193710 members 
Entering Unmasked Estep 
Score: -22250420.000000 Penalty: 3957.194824
	Iteration 47Q: 3 clusters Score -2.225042e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 193712 members 
Entering Unmasked Estep 
Score: -22250420.000000 Penalty: 3957.194824
	Iteration 48Q: 3 clusters Score -2.225042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 193714 members 
Entering Unmasked Estep 
Score: -22250426.000000 Penalty: 3957.194824
	Iteration 49Q: 3 clusters Score -2.225043e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 193718 members 
Entering Unmasked Estep 
Score: -22250434.000000 Penalty: 3957.194824
	Iteration 50Q: 3 clusters Score -2.225043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 193721 members 
Entering Unmasked Estep 
Score: -22250436.000000 Penalty: 3957.194824
	Iteration 51Q: 3 clusters Score -2.225044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 193723 members 
Entering Unmasked Estep 
Score: -22250446.000000 Penalty: 3957.194824
	Iteration 52Q: 3 clusters Score -2.225045e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 193725 members 
Entering Unmasked Estep 
Score: -22250440.000000 Penalty: 3957.194824
	Iteration 53Q: 3 clusters Score -2.225044e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 193726 members 
Entering Unmasked Estep 
Score: -22250438.000000 Penalty: 3957.194824
	Iteration 54Q: 3 clusters Score -2.225044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 193728 members 
Entering Unmasked Estep 
Score: -22250444.000000 Penalty: 3957.194824
	Iteration 55Q: 3 clusters Score -2.225044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 193730 members 
Entering Unmasked Estep 
Score: -22250446.000000 Penalty: 3957.194824
	Iteration 56Q: 3 clusters Score -2.225045e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 193733 members 
Entering Unmasked Estep 
Score: -22250438.000000 Penalty: 3957.194824
	Iteration 57Q: 3 clusters Score -2.225044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 193734 members 
Entering Unmasked Estep 
Score: -22250438.000000 Penalty: 3957.194824
	Iteration 58Q: 3 clusters Score -2.225044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 193735 members 
Entering Unmasked Estep 
Score: -22250438.000000 Penalty: 3957.194824
	Iteration 59Q: 3 clusters Score -2.225044e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 193736 members 
Entering Unmasked Estep 
Score: -22250428.000000 Penalty: 3957.194824
	Iteration 60F: 3 clusters Score -2.225043e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 193737 members 
Entering Unmasked Estep 
Score: -22250426.000000 Penalty: 3957.194824
	Iteration 61Q: 3 clusters Score -2.225043e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 193737 members 
Entering Unmasked Estep 
Score: -22250426.000000 Penalty: 3957.194824
	Iteration 62F: 3 clusters Score -2.225043e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -38149.898438 Penalty: 999.472961
	Iteration 0F: 2 clusters Score -38149.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -37164.996094 Penalty: 1998.945923
	Iteration 0F: 3 clusters Score -37165 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -37486.761719 Penalty: 1998.945923
	Iteration 1F: 3 clusters Score -37486.76 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -37662.398438 Penalty: 1998.945923
	Iteration 2F: 3 clusters Score -37662.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -37696.308594 Penalty: 1998.945923
	Iteration 3Q: 3 clusters Score -37696.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -37727.402344 Penalty: 1998.945923
	Iteration 4Q: 3 clusters Score -37727.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -37753.152344 Penalty: 1998.945923
	Iteration 5Q: 3 clusters Score -37753.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -37765.875000 Penalty: 1998.945923
	Iteration 6Q: 3 clusters Score -37765.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -37783.656250 Penalty: 1998.945923
	Iteration 7Q: 3 clusters Score -37783.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -37794.757812 Penalty: 1998.945923
	Iteration 8Q: 3 clusters Score -37794.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -37796.257812 Penalty: 1998.945923
	Iteration 9Q: 3 clusters Score -37796.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -37807.851562 Penalty: 1998.945923
	Iteration 10F: 3 clusters Score -37807.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -37830.593750 Penalty: 1998.945923
	Iteration 11Q: 3 clusters Score -37830.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -37853.898438 Penalty: 1998.945923
	Iteration 12Q: 3 clusters Score -37853.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -37873.515625 Penalty: 1998.945923
	Iteration 13Q: 3 clusters Score -37873.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -37881.605469 Penalty: 1998.945923
	Iteration 14Q: 3 clusters Score -37881.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -37883.000000 Penalty: 1998.945923
	Iteration 15Q: 3 clusters Score -37883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -37883.000000 Penalty: 1998.945923
	Iteration 16F: 3 clusters Score -37883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (88217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88217 members 
Entering Unmasked Estep 
Score: -10454393.000000 Penalty: 1850.477661
	Iteration 0F: 2 clusters Score -1.045439e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44158 members 
Mstep: Class 2 contains 44059 members 
Entering Unmasked Estep 
Score: -10395980.000000 Penalty: 3700.955322
	Iteration 0F: 3 clusters Score -1.039598e+07 nChanged 42030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43972 members 
Mstep: Class 2 contains 44245 members 
Entering Unmasked Estep 
Score: -10419776.000000 Penalty: 3700.955322
	Iteration 1F: 3 clusters Score -1.041978e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43920 members 
Mstep: Class 2 contains 44297 members 
Entering Unmasked Estep 
Score: -10420438.000000 Penalty: 3700.955322
	Iteration 2Q: 3 clusters Score -1.042044e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43949 members 
Mstep: Class 2 contains 44268 members 
Entering Unmasked Estep 
Score: -10421350.000000 Penalty: 3700.955322
	Iteration 3Q: 3 clusters Score -1.042135e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44132 members 
Mstep: Class 2 contains 44085 members 
Entering Unmasked Estep 
Score: -10422816.000000 Penalty: 3700.955322
	Iteration 4Q: 3 clusters Score -1.042282e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44465 members 
Mstep: Class 2 contains 43752 members 
Entering Unmasked Estep 
Score: -10425411.000000 Penalty: 3700.955322
	Iteration 5Q: 3 clusters Score -1.042541e+07 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44773 members 
Mstep: Class 2 contains 43444 members 
Entering Unmasked Estep 
Score: -10430536.000000 Penalty: 3700.955322
	Iteration 6F: 3 clusters Score -1.043054e+07 nChanged 6868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44977 members 
Mstep: Class 2 contains 43240 members 
Entering Unmasked Estep 
Score: -10438588.000000 Penalty: 3700.955322
	Iteration 7F: 3 clusters Score -1.043859e+07 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44932 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
Score: -10443988.000000 Penalty: 3700.955322
	Iteration 8F: 3 clusters Score -1.044399e+07 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44701 members 
Mstep: Class 2 contains 43516 members 
Entering Unmasked Estep 
Score: -10446617.000000 Penalty: 3700.955322
	Iteration 9Q: 3 clusters Score -1.044662e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44486 members 
Mstep: Class 2 contains 43731 members 
Entering Unmasked Estep 
Score: -10448459.000000 Penalty: 3700.955322
	Iteration 10Q: 3 clusters Score -1.044846e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44298 members 
Mstep: Class 2 contains 43919 members 
Entering Unmasked Estep 
Score: -10449902.000000 Penalty: 3700.955322
	Iteration 11Q: 3 clusters Score -1.04499e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44109 members 
Mstep: Class 2 contains 44108 members 
Entering Unmasked Estep 
Score: -10450713.000000 Penalty: 3700.955322
	Iteration 12Q: 3 clusters Score -1.045071e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43911 members 
Mstep: Class 2 contains 44306 members 
Entering Unmasked Estep 
Score: -10451255.000000 Penalty: 3700.955322
	Iteration 13Q: 3 clusters Score -1.045126e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43766 members 
Mstep: Class 2 contains 44451 members 
Entering Unmasked Estep 
Score: -10451562.000000 Penalty: 3700.955322
	Iteration 14Q: 3 clusters Score -1.045156e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43671 members 
Mstep: Class 2 contains 44546 members 
Entering Unmasked Estep 
Score: -10451660.000000 Penalty: 3700.955322
	Iteration 15Q: 3 clusters Score -1.045166e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43585 members 
Mstep: Class 2 contains 44632 members 
Entering Unmasked Estep 
Score: -10451806.000000 Penalty: 3700.955322
	Iteration 16Q: 3 clusters Score -1.045181e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43465 members 
Mstep: Class 2 contains 44752 members 
Entering Unmasked Estep 
Score: -10451862.000000 Penalty: 3700.955322
	Iteration 17Q: 3 clusters Score -1.045186e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43284 members 
Mstep: Class 2 contains 44933 members 
Entering Unmasked Estep 
Score: -10451880.000000 Penalty: 3700.955322
	Iteration 18Q: 3 clusters Score -1.045188e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43111 members 
Mstep: Class 2 contains 45106 members 
Entering Unmasked Estep 
Score: -10451902.000000 Penalty: 3700.955322
	Iteration 19Q: 3 clusters Score -1.04519e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42984 members 
Mstep: Class 2 contains 45233 members 
Entering Unmasked Estep 
Score: -10451890.000000 Penalty: 3700.955322
	Iteration 20F: 3 clusters Score -1.045189e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42787 members 
Mstep: Class 2 contains 45430 members 
Entering Unmasked Estep 
Score: -10451881.000000 Penalty: 3700.955322
	Iteration 21Q: 3 clusters Score -1.045188e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42640 members 
Mstep: Class 2 contains 45577 members 
Entering Unmasked Estep 
Score: -10451917.000000 Penalty: 3700.955322
	Iteration 22Q: 3 clusters Score -1.045192e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42484 members 
Mstep: Class 2 contains 45733 members 
Entering Unmasked Estep 
Score: -10451939.000000 Penalty: 3700.955322
	Iteration 23Q: 3 clusters Score -1.045194e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42381 members 
Mstep: Class 2 contains 45836 members 
Entering Unmasked Estep 
Score: -10451945.000000 Penalty: 3700.955322
	Iteration 24Q: 3 clusters Score -1.045194e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42265 members 
Mstep: Class 2 contains 45952 members 
Entering Unmasked Estep 
Score: -10451914.000000 Penalty: 3700.955322
	Iteration 25Q: 3 clusters Score -1.045191e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42238 members 
Mstep: Class 2 contains 45979 members 
Entering Unmasked Estep 
Score: -10451905.000000 Penalty: 3700.955322
	Iteration 26Q: 3 clusters Score -1.04519e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42223 members 
Mstep: Class 2 contains 45994 members 
Entering Unmasked Estep 
Score: -10451909.000000 Penalty: 3700.955322
	Iteration 27Q: 3 clusters Score -1.045191e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42211 members 
Mstep: Class 2 contains 46006 members 
Entering Unmasked Estep 
Score: -10451913.000000 Penalty: 3700.955322
	Iteration 28Q: 3 clusters Score -1.045191e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42160 members 
Mstep: Class 2 contains 46057 members 
Entering Unmasked Estep 
Score: -10451919.000000 Penalty: 3700.955322
	Iteration 29Q: 3 clusters Score -1.045192e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42093 members 
Mstep: Class 2 contains 46124 members 
Entering Unmasked Estep 
Score: -10451911.000000 Penalty: 3700.955322
	Iteration 30Q: 3 clusters Score -1.045191e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 46131 members 
Entering Unmasked Estep 
Score: -10451918.000000 Penalty: 3700.955322
	Iteration 31Q: 3 clusters Score -1.045192e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42051 members 
Mstep: Class 2 contains 46166 members 
Entering Unmasked Estep 
Score: -10451924.000000 Penalty: 3700.955322
	Iteration 32Q: 3 clusters Score -1.045192e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42033 members 
Mstep: Class 2 contains 46184 members 
Entering Unmasked Estep 
Score: -10451919.000000 Penalty: 3700.955322
	Iteration 33Q: 3 clusters Score -1.045192e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41989 members 
Mstep: Class 2 contains 46228 members 
Entering Unmasked Estep 
Score: -10451929.000000 Penalty: 3700.955322
	Iteration 34Q: 3 clusters Score -1.045193e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41969 members 
Mstep: Class 2 contains 46248 members 
Entering Unmasked Estep 
Score: -10451920.000000 Penalty: 3700.955322
	Iteration 35Q: 3 clusters Score -1.045192e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41945 members 
Mstep: Class 2 contains 46272 members 
Entering Unmasked Estep 
Score: -10451942.000000 Penalty: 3700.955322
	Iteration 36Q: 3 clusters Score -1.045194e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41880 members 
Mstep: Class 2 contains 46337 members 
Entering Unmasked Estep 
Score: -10451917.000000 Penalty: 3700.955322
	Iteration 37Q: 3 clusters Score -1.045192e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 46343 members 
Entering Unmasked Estep 
Score: -10451908.000000 Penalty: 3700.955322
	Iteration 38Q: 3 clusters Score -1.045191e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41885 members 
Mstep: Class 2 contains 46332 members 
Entering Unmasked Estep 
Score: -10451909.000000 Penalty: 3700.955322
	Iteration 39Q: 3 clusters Score -1.045191e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41878 members 
Mstep: Class 2 contains 46339 members 
Entering Unmasked Estep 
Score: -10451918.000000 Penalty: 3700.955322
	Iteration 40F: 3 clusters Score -1.045192e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41877 members 
Mstep: Class 2 contains 46340 members 
Entering Unmasked Estep 
Score: -10451912.000000 Penalty: 3700.955322
	Iteration 41Q: 3 clusters Score -1.045191e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41876 members 
Mstep: Class 2 contains 46341 members 
Entering Unmasked Estep 
Score: -10451921.000000 Penalty: 3700.955322
	Iteration 42Q: 3 clusters Score -1.045192e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 46348 members 
Entering Unmasked Estep 
Score: -10451918.000000 Penalty: 3700.955322
	Iteration 43Q: 3 clusters Score -1.045192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 46348 members 
Entering Unmasked Estep 
Score: -10451921.000000 Penalty: 3700.955322
	Iteration 44Q: 3 clusters Score -1.045192e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 46349 members 
Entering Unmasked Estep 
Score: -10451918.000000 Penalty: 3700.955322
	Iteration 45Q: 3 clusters Score -1.045192e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41881 members 
Mstep: Class 2 contains 46336 members 
Entering Unmasked Estep 
Score: -10451933.000000 Penalty: 3700.955322
	Iteration 46Q: 3 clusters Score -1.045193e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41880 members 
Mstep: Class 2 contains 46337 members 
Entering Unmasked Estep 
Score: -10451938.000000 Penalty: 3700.955322
	Iteration 47Q: 3 clusters Score -1.045194e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41875 members 
Mstep: Class 2 contains 46342 members 
Entering Unmasked Estep 
Score: -10451932.000000 Penalty: 3700.955322
	Iteration 48Q: 3 clusters Score -1.045193e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41875 members 
Mstep: Class 2 contains 46342 members 
Entering Unmasked Estep 
Score: -10451932.000000 Penalty: 3700.955322
	Iteration 49F: 3 clusters Score -1.045193e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Entering Unmasked Estep 
Score: -31667.978516 Penalty: 934.793030
	Iteration 0F: 2 clusters Score -31667.98 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 173 members 
Entering Unmasked Estep 
Score: -30775.080078 Penalty: 1869.586060
	Iteration 0F: 3 clusters Score -30775.08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -30901.056641 Penalty: 1869.586060
	Iteration 1F: 3 clusters Score -30901.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -30940.927734 Penalty: 1869.586060
	Iteration 2Q: 3 clusters Score -30940.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -30949.933594 Penalty: 1869.586060
	Iteration 3Q: 3 clusters Score -30949.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -30954.708984 Penalty: 1869.586060
	Iteration 4Q: 3 clusters Score -30954.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -30958.089844 Penalty: 1869.586060
	Iteration 5Q: 3 clusters Score -30958.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -30959.359375 Penalty: 1869.586060
	Iteration 6Q: 3 clusters Score -30959.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -30960.498047 Penalty: 1869.586060
	Iteration 7Q: 3 clusters Score -30960.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -30963.464844 Penalty: 1869.586060
	Iteration 8Q: 3 clusters Score -30963.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -30973.851562 Penalty: 1869.586060
	Iteration 9Q: 3 clusters Score -30973.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -30974.500000 Penalty: 1869.586060
	Iteration 10Q: 3 clusters Score -30974.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -30974.500000 Penalty: 1869.586060
	Iteration 11F: 3 clusters Score -30974.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (92315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92315 members 
Entering Unmasked Estep 
Score: -10985909.000000 Penalty: 1857.856445
	Iteration 0F: 2 clusters Score -1.098591e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46236 members 
Mstep: Class 2 contains 46079 members 
Entering Unmasked Estep 
Score: -10924878.000000 Penalty: 3715.712891
	Iteration 0F: 3 clusters Score -1.092488e+07 nChanged 43954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45466 members 
Mstep: Class 2 contains 46849 members 
Entering Unmasked Estep 
Score: -10950437.000000 Penalty: 3715.712891
	Iteration 1F: 3 clusters Score -1.095044e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45193 members 
Mstep: Class 2 contains 47122 members 
Entering Unmasked Estep 
Score: -10951257.000000 Penalty: 3715.712891
	Iteration 2Q: 3 clusters Score -1.095126e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44897 members 
Mstep: Class 2 contains 47418 members 
Entering Unmasked Estep 
Score: -10952381.000000 Penalty: 3715.712891
	Iteration 3Q: 3 clusters Score -1.095238e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44575 members 
Mstep: Class 2 contains 47740 members 
Entering Unmasked Estep 
Score: -10954063.000000 Penalty: 3715.712891
	Iteration 4Q: 3 clusters Score -1.095406e+07 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44126 members 
Mstep: Class 2 contains 48189 members 
Entering Unmasked Estep 
Score: -10956928.000000 Penalty: 3715.712891
	Iteration 5F: 3 clusters Score -1.095693e+07 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43495 members 
Mstep: Class 2 contains 48820 members 
Entering Unmasked Estep 
Score: -10961585.000000 Penalty: 3715.712891
	Iteration 6F: 3 clusters Score -1.096158e+07 nChanged 6619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42540 members 
Mstep: Class 2 contains 49775 members 
Entering Unmasked Estep 
Score: -10967655.000000 Penalty: 3715.712891
	Iteration 7F: 3 clusters Score -1.096766e+07 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41269 members 
Mstep: Class 2 contains 51046 members 
Entering Unmasked Estep 
Score: -10972389.000000 Penalty: 3715.712891
	Iteration 8F: 3 clusters Score -1.097239e+07 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40023 members 
Mstep: Class 2 contains 52292 members 
Entering Unmasked Estep 
Score: -10974518.000000 Penalty: 3715.712891
	Iteration 9Q: 3 clusters Score -1.097452e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38668 members 
Mstep: Class 2 contains 53647 members 
Entering Unmasked Estep 
Score: -10975775.000000 Penalty: 3715.712891
	Iteration 10Q: 3 clusters Score -1.097578e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37187 members 
Mstep: Class 2 contains 55128 members 
Entering Unmasked Estep 
Score: -10977003.000000 Penalty: 3715.712891
	Iteration 11Q: 3 clusters Score -1.0977e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 56641 members 
Entering Unmasked Estep 
Score: -10978015.000000 Penalty: 3715.712891
	Iteration 12Q: 3 clusters Score -1.097802e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34052 members 
Mstep: Class 2 contains 58263 members 
Entering Unmasked Estep 
Score: -10979031.000000 Penalty: 3715.712891
	Iteration 13Q: 3 clusters Score -1.097903e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32434 members 
Mstep: Class 2 contains 59881 members 
Entering Unmasked Estep 
Score: -10979838.000000 Penalty: 3715.712891
	Iteration 14Q: 3 clusters Score -1.097984e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30716 members 
Mstep: Class 2 contains 61599 members 
Entering Unmasked Estep 
Score: -10980533.000000 Penalty: 3715.712891
	Iteration 15Q: 3 clusters Score -1.098053e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 63148 members 
Entering Unmasked Estep 
Score: -10981024.000000 Penalty: 3715.712891
	Iteration 16Q: 3 clusters Score -1.098102e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 64671 members 
Entering Unmasked Estep 
Score: -10981276.000000 Penalty: 3715.712891
	Iteration 17Q: 3 clusters Score -1.098128e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 66228 members 
Entering Unmasked Estep 
Score: -10981431.000000 Penalty: 3715.712891
	Iteration 18Q: 3 clusters Score -1.098143e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 67701 members 
Entering Unmasked Estep 
Score: -10981540.000000 Penalty: 3715.712891
	Iteration 19Q: 3 clusters Score -1.098154e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 69133 members 
Entering Unmasked Estep 
Score: -10981711.000000 Penalty: 3715.712891
	Iteration 20F: 3 clusters Score -1.098171e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 70606 members 
Entering Unmasked Estep 
Score: -10981691.000000 Penalty: 3715.712891
	Iteration 21Q: 3 clusters Score -1.098169e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 72127 members 
Entering Unmasked Estep 
Score: -10981797.000000 Penalty: 3715.712891
	Iteration 22Q: 3 clusters Score -1.09818e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 73615 members 
Entering Unmasked Estep 
Score: -10981947.000000 Penalty: 3715.712891
	Iteration 23Q: 3 clusters Score -1.098195e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 75107 members 
Entering Unmasked Estep 
Score: -10982121.000000 Penalty: 3715.712891
	Iteration 24Q: 3 clusters Score -1.098212e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 76534 members 
Entering Unmasked Estep 
Score: -10982239.000000 Penalty: 3715.712891
	Iteration 25Q: 3 clusters Score -1.098224e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 77997 members 
Entering Unmasked Estep 
Score: -10982296.000000 Penalty: 3715.712891
	Iteration 26Q: 3 clusters Score -1.09823e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 79327 members 
Entering Unmasked Estep 
Score: -10982454.000000 Penalty: 3715.712891
	Iteration 27Q: 3 clusters Score -1.098245e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 80621 members 
Entering Unmasked Estep 
Score: -10982564.000000 Penalty: 3715.712891
	Iteration 28Q: 3 clusters Score -1.098256e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 81866 members 
Entering Unmasked Estep 
Score: -10982746.000000 Penalty: 3715.712891
	Iteration 29Q: 3 clusters Score -1.098275e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 82998 members 
Entering Unmasked Estep 
Score: -10983301.000000 Penalty: 3715.712891
	Iteration 30Q: 3 clusters Score -1.09833e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 83760 members 
Entering Unmasked Estep 
Score: -10983590.000000 Penalty: 3715.712891
	Iteration 31Q: 3 clusters Score -1.098359e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 84323 members 
Entering Unmasked Estep 
Score: -10983816.000000 Penalty: 3715.712891
	Iteration 32Q: 3 clusters Score -1.098382e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 84781 members 
Entering Unmasked Estep 
Score: -10983984.000000 Penalty: 3715.712891
	Iteration 33Q: 3 clusters Score -1.098398e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 85163 members 
Entering Unmasked Estep 
Score: -10984092.000000 Penalty: 3715.712891
	Iteration 34Q: 3 clusters Score -1.098409e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 85474 members 
Entering Unmasked Estep 
Score: -10984195.000000 Penalty: 3715.712891
	Iteration 35Q: 3 clusters Score -1.09842e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 85761 members 
Entering Unmasked Estep 
Score: -10984316.000000 Penalty: 3715.712891
	Iteration 36Q: 3 clusters Score -1.098432e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 86041 members 
Entering Unmasked Estep 
Score: -10984389.000000 Penalty: 3715.712891
	Iteration 37Q: 3 clusters Score -1.098439e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 86279 members 
Entering Unmasked Estep 
Score: -10984431.000000 Penalty: 3715.712891
	Iteration 38Q: 3 clusters Score -1.098443e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 86474 members 
Entering Unmasked Estep 
Score: -10984486.000000 Penalty: 3715.712891
	Iteration 39Q: 3 clusters Score -1.098449e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 86691 members 
Entering Unmasked Estep 
Score: -10984507.000000 Penalty: 3715.712891
	Iteration 40F: 3 clusters Score -1.098451e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 86890 members 
Entering Unmasked Estep 
Score: -10984504.000000 Penalty: 3715.712891
	Iteration 41Q: 3 clusters Score -1.09845e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 87067 members 
Entering Unmasked Estep 
Score: -10984517.000000 Penalty: 3715.712891
	Iteration 42Q: 3 clusters Score -1.098452e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 87256 members 
Entering Unmasked Estep 
Score: -10984558.000000 Penalty: 3715.712891
	Iteration 43Q: 3 clusters Score -1.098456e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 87416 members 
Entering Unmasked Estep 
Score: -10984574.000000 Penalty: 3715.712891
	Iteration 44Q: 3 clusters Score -1.098457e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 87584 members 
Entering Unmasked Estep 
Score: -10984607.000000 Penalty: 3715.712891
	Iteration 45Q: 3 clusters Score -1.098461e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 87767 members 
Entering Unmasked Estep 
Score: -10984637.000000 Penalty: 3715.712891
	Iteration 46Q: 3 clusters Score -1.098464e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 87931 members 
Entering Unmasked Estep 
Score: -10984681.000000 Penalty: 3715.712891
	Iteration 47Q: 3 clusters Score -1.098468e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 88090 members 
Entering Unmasked Estep 
Score: -10984728.000000 Penalty: 3715.712891
	Iteration 48Q: 3 clusters Score -1.098473e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 88221 members 
Entering Unmasked Estep 
Score: -10984731.000000 Penalty: 3715.712891
	Iteration 49Q: 3 clusters Score -1.098473e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 88335 members 
Entering Unmasked Estep 
Score: -10984768.000000 Penalty: 3715.712891
	Iteration 50Q: 3 clusters Score -1.098477e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 88433 members 
Entering Unmasked Estep 
Score: -10984789.000000 Penalty: 3715.712891
	Iteration 51Q: 3 clusters Score -1.098479e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 88527 members 
Entering Unmasked Estep 
Score: -10984785.000000 Penalty: 3715.712891
	Iteration 52Q: 3 clusters Score -1.098478e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 88597 members 
Entering Unmasked Estep 
Score: -10984800.000000 Penalty: 3715.712891
	Iteration 53Q: 3 clusters Score -1.09848e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 88668 members 
Entering Unmasked Estep 
Score: -10984803.000000 Penalty: 3715.712891
	Iteration 54Q: 3 clusters Score -1.09848e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 88724 members 
Entering Unmasked Estep 
Score: -10984834.000000 Penalty: 3715.712891
	Iteration 55Q: 3 clusters Score -1.098483e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 88775 members 
Entering Unmasked Estep 
Score: -10984852.000000 Penalty: 3715.712891
	Iteration 56Q: 3 clusters Score -1.098485e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 88821 members 
Entering Unmasked Estep 
Score: -10984838.000000 Penalty: 3715.712891
	Iteration 57Q: 3 clusters Score -1.098484e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 88857 members 
Entering Unmasked Estep 
Score: -10984835.000000 Penalty: 3715.712891
	Iteration 58Q: 3 clusters Score -1.098484e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 88889 members 
Entering Unmasked Estep 
Score: -10984841.000000 Penalty: 3715.712891
	Iteration 59Q: 3 clusters Score -1.098484e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 88924 members 
Entering Unmasked Estep 
Score: -10984845.000000 Penalty: 3715.712891
	Iteration 60F: 3 clusters Score -1.098484e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 88952 members 
Entering Unmasked Estep 
Score: -10984855.000000 Penalty: 3715.712891
	Iteration 61Q: 3 clusters Score -1.098486e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 88979 members 
Entering Unmasked Estep 
Score: -10984863.000000 Penalty: 3715.712891
	Iteration 62Q: 3 clusters Score -1.098486e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 89006 members 
Entering Unmasked Estep 
Score: -10984861.000000 Penalty: 3715.712891
	Iteration 63Q: 3 clusters Score -1.098486e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 89026 members 
Entering Unmasked Estep 
Score: -10984858.000000 Penalty: 3715.712891
	Iteration 64Q: 3 clusters Score -1.098486e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 89047 members 
Entering Unmasked Estep 
Score: -10984869.000000 Penalty: 3715.712891
	Iteration 65Q: 3 clusters Score -1.098487e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 89072 members 
Entering Unmasked Estep 
Score: -10984861.000000 Penalty: 3715.712891
	Iteration 66Q: 3 clusters Score -1.098486e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 89097 members 
Entering Unmasked Estep 
Score: -10984853.000000 Penalty: 3715.712891
	Iteration 67Q: 3 clusters Score -1.098485e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 89118 members 
Entering Unmasked Estep 
Score: -10984842.000000 Penalty: 3715.712891
	Iteration 68Q: 3 clusters Score -1.098484e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 89148 members 
Entering Unmasked Estep 
Score: -10984858.000000 Penalty: 3715.712891
	Iteration 69Q: 3 clusters Score -1.098486e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 89172 members 
Entering Unmasked Estep 
Score: -10984861.000000 Penalty: 3715.712891
	Iteration 70Q: 3 clusters Score -1.098486e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 89201 members 
Entering Unmasked Estep 
Score: -10984867.000000 Penalty: 3715.712891
	Iteration 71Q: 3 clusters Score -1.098487e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 89233 members 
Entering Unmasked Estep 
Score: -10984888.000000 Penalty: 3715.712891
	Iteration 72Q: 3 clusters Score -1.098489e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 89266 members 
Entering Unmasked Estep 
Score: -10984893.000000 Penalty: 3715.712891
	Iteration 73Q: 3 clusters Score -1.098489e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 89299 members 
Entering Unmasked Estep 
Score: -10984893.000000 Penalty: 3715.712891
	Iteration 74Q: 3 clusters Score -1.098489e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 89327 members 
Entering Unmasked Estep 
Score: -10984878.000000 Penalty: 3715.712891
	Iteration 75Q: 3 clusters Score -1.098488e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 89351 members 
Entering Unmasked Estep 
Score: -10984888.000000 Penalty: 3715.712891
	Iteration 76Q: 3 clusters Score -1.098489e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 89375 members 
Entering Unmasked Estep 
Score: -10984885.000000 Penalty: 3715.712891
	Iteration 77Q: 3 clusters Score -1.098488e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 89404 members 
Entering Unmasked Estep 
Score: -10984881.000000 Penalty: 3715.712891
	Iteration 78Q: 3 clusters Score -1.098488e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 89427 members 
Entering Unmasked Estep 
Score: -10984864.000000 Penalty: 3715.712891
	Iteration 79Q: 3 clusters Score -1.098486e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 89447 members 
Entering Unmasked Estep 
Score: -10984882.000000 Penalty: 3715.712891
	Iteration 80F: 3 clusters Score -1.098488e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 89455 members 
Entering Unmasked Estep 
Score: -10984883.000000 Penalty: 3715.712891
	Iteration 81Q: 3 clusters Score -1.098488e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 89469 members 
Entering Unmasked Estep 
Score: -10984878.000000 Penalty: 3715.712891
	Iteration 82Q: 3 clusters Score -1.098488e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 89483 members 
Entering Unmasked Estep 
Score: -10984880.000000 Penalty: 3715.712891
	Iteration 83Q: 3 clusters Score -1.098488e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 89493 members 
Entering Unmasked Estep 
Score: -10984879.000000 Penalty: 3715.712891
	Iteration 84Q: 3 clusters Score -1.098488e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 89506 members 
Entering Unmasked Estep 
Score: -10984878.000000 Penalty: 3715.712891
	Iteration 85Q: 3 clusters Score -1.098488e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 89513 members 
Entering Unmasked Estep 
Score: -10984878.000000 Penalty: 3715.712891
	Iteration 86Q: 3 clusters Score -1.098488e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 89517 members 
Entering Unmasked Estep 
Score: -10984878.000000 Penalty: 3715.712891
	Iteration 87Q: 3 clusters Score -1.098488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 89519 members 
Entering Unmasked Estep 
Score: -10984877.000000 Penalty: 3715.712891
	Iteration 88Q: 3 clusters Score -1.098488e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 89519 members 
Entering Unmasked Estep 
Score: -10984877.000000 Penalty: 3715.712891
	Iteration 89F: 3 clusters Score -1.098488e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 3252 members 
Mstep: Class 3 contains 7721 members 
Mstep: Class 4 contains 649 members 
Mstep: Class 5 contains 37912 members 
Mstep: Class 6 contains 74267 members 
Mstep: Class 7 contains 73091 members 
Mstep: Class 8 contains 38769 members 
Mstep: Class 9 contains 32475 members 
Mstep: Class 10 contains 16000 members 
Mstep: Class 11 contains 39639 members 
Mstep: Class 12 contains 86015 members 
Mstep: Class 13 contains 4179 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 16944 members 
Mstep: Class 17 contains 684 members 
Mstep: Class 18 contains 247 members 
Mstep: Class 19 contains 111690 members 
Mstep: Class 20 contains 7764 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 39337 members 
Mstep: Class 23 contains 11273 members 
Mstep: Class 24 contains 106194 members 
Mstep: Class 25 contains 98460 members 
Mstep: Class 26 contains 30165 members 
Mstep: Class 27 contains 892 members 
Mstep: Class 28 contains 860 members 
Mstep: Class 29 contains 2616 members 
Mstep: Class 30 contains 86549 members 
Mstep: Class 31 contains 260 members 
Mstep: Class 32 contains 270 members 
Mstep: Class 33 contains 80619 members 
Mstep: Class 34 contains 1375 members 
Mstep: Class 35 contains 457 members 
Mstep: Class 36 contains 379 members 
Mstep: Class 37 contains 105839 members 
Mstep: Class 38 contains 12859 members 
Mstep: Class 39 contains 572 members 
Mstep: Class 40 contains 10218 members 
Mstep: Class 41 contains 40656 members 
Mstep: Class 42 contains 214 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 17653 members 
Mstep: Class 45 contains 194072 members 
Mstep: Class 46 contains 469 members 
Mstep: Class 47 contains 88217 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 92315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 53. Lose 1963.230469 but Gain 2333.421875
Score: -194717664.000000 Penalty: 123671.273438
Iteration 159Q: 54 clusters Score -1.947177e+08 nChanged 23036
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 3254 members 
Mstep: Class 3 contains 7541 members 
Mstep: Class 4 contains 648 members 
Mstep: Class 5 contains 37934 members 
Mstep: Class 6 contains 74214 members 
Mstep: Class 7 contains 71931 members 
Mstep: Class 8 contains 38763 members 
Mstep: Class 9 contains 32480 members 
Mstep: Class 10 contains 16009 members 
Mstep: Class 11 contains 38652 members 
Mstep: Class 12 contains 86070 members 
Mstep: Class 13 contains 4184 members 
Mstep: Class 14 contains 546 members 
Mstep: Class 15 contains 1911 members 
Mstep: Class 16 contains 16606 members 
Mstep: Class 17 contains 695 members 
Mstep: Class 18 contains 247 members 
Mstep: Class 19 contains 112476 members 
Mstep: Class 20 contains 7330 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 38986 members 
Mstep: Class 23 contains 11256 members 
Mstep: Class 24 contains 106079 members 
Mstep: Class 25 contains 98178 members 
Mstep: Class 26 contains 30164 members 
Mstep: Class 27 contains 901 members 
Mstep: Class 28 contains 868 members 
Mstep: Class 29 contains 2614 members 
Mstep: Class 30 contains 86158 members 
Mstep: Class 31 contains 384 members 
Mstep: Class 32 contains 279 members 
Mstep: Class 33 contains 81418 members 
Mstep: Class 34 contains 1379 members 
Mstep: Class 35 contains 457 members 
Mstep: Class 36 contains 379 members 
Mstep: Class 37 contains 107014 members 
Mstep: Class 38 contains 12857 members 
Mstep: Class 39 contains 586 members 
Mstep: Class 40 contains 10219 members 
Mstep: Class 41 contains 42324 members 
Mstep: Class 42 contains 290 members 
Mstep: Class 43 contains 212 members 
Mstep: Class 44 contains 18203 members 
Mstep: Class 45 contains 193996 members 
Mstep: Class 46 contains 468 members 
Mstep: Class 47 contains 88010 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 92585 members 
Mstep: Class 50 contains 41207 members 
Mstep: Class 51 contains 698 members 
Mstep: Class 52 contains 86776 members 
Mstep: Class 54 contains 5833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720608.000000 Penalty: 123671.273438
Iteration 160F: 54 clusters Score -1.947206e+08 nChanged 20506
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 3257 members 
Mstep: Class 3 contains 7002 members 
Mstep: Class 4 contains 643 members 
Mstep: Class 5 contains 37784 members 
Mstep: Class 6 contains 74172 members 
Mstep: Class 7 contains 70742 members 
Mstep: Class 8 contains 38720 members 
Mstep: Class 9 contains 32480 members 
Mstep: Class 10 contains 16012 members 
Mstep: Class 11 contains 36470 members 
Mstep: Class 12 contains 85803 members 
Mstep: Class 13 contains 4189 members 
Mstep: Class 14 contains 535 members 
Mstep: Class 15 contains 1911 members 
Mstep: Class 16 contains 16318 members 
Mstep: Class 17 contains 694 members 
Mstep: Class 18 contains 246 members 
Mstep: Class 19 contains 113554 members 
Mstep: Class 20 contains 6886 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 38538 members 
Mstep: Class 23 contains 11225 members 
Mstep: Class 24 contains 105960 members 
Mstep: Class 25 contains 97278 members 
Mstep: Class 26 contains 30174 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 851 members 
Mstep: Class 29 contains 2615 members 
Mstep: Class 30 contains 85042 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 275 members 
Mstep: Class 33 contains 82307 members 
Mstep: Class 34 contains 1361 members 
Mstep: Class 35 contains 457 members 
Mstep: Class 36 contains 379 members 
Mstep: Class 37 contains 107412 members 
Mstep: Class 38 contains 12852 members 
Mstep: Class 39 contains 597 members 
Mstep: Class 40 contains 10220 members 
Mstep: Class 41 contains 42716 members 
Mstep: Class 42 contains 305 members 
Mstep: Class 43 contains 213 members 
Mstep: Class 44 contains 18705 members 
Mstep: Class 45 contains 193920 members 
Mstep: Class 46 contains 464 members 
Mstep: Class 47 contains 87716 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 93639 members 
Mstep: Class 50 contains 42204 members 
Mstep: Class 51 contains 750 members 
Mstep: Class 52 contains 89492 members 
Mstep: Class 54 contains 5889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194723232.000000 Penalty: 123671.273438
Iteration 161Q: 54 clusters Score -1.947232e+08 nChanged 20025
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 3265 members 
Mstep: Class 3 contains 6539 members 
Mstep: Class 4 contains 639 members 
Mstep: Class 5 contains 37662 members 
Mstep: Class 6 contains 74123 members 
Mstep: Class 7 contains 69651 members 
Mstep: Class 8 contains 38666 members 
Mstep: Class 9 contains 32481 members 
Mstep: Class 10 contains 16025 members 
Mstep: Class 11 contains 34482 members 
Mstep: Class 12 contains 85580 members 
Mstep: Class 13 contains 4193 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 15958 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 246 members 
Mstep: Class 19 contains 115108 members 
Mstep: Class 20 contains 6577 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 38176 members 
Mstep: Class 23 contains 11194 members 
Mstep: Class 24 contains 105653 members 
Mstep: Class 25 contains 96601 members 
Mstep: Class 26 contains 30173 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 839 members 
Mstep: Class 29 contains 2615 members 
Mstep: Class 30 contains 84380 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 83402 members 
Mstep: Class 34 contains 1354 members 
Mstep: Class 35 contains 457 members 
Mstep: Class 36 contains 379 members 
Mstep: Class 37 contains 107898 members 
Mstep: Class 38 contains 12851 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10224 members 
Mstep: Class 41 contains 44018 members 
Mstep: Class 42 contains 312 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 19231 members 
Mstep: Class 45 contains 193812 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 87335 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 94898 members 
Mstep: Class 50 contains 41599 members 
Mstep: Class 51 contains 760 members 
Mstep: Class 52 contains 90978 members 
Mstep: Class 54 contains 5898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194725056.000000 Penalty: 123671.273438
Iteration 162Q: 54 clusters Score -1.947251e+08 nChanged 20341
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 3271 members 
Mstep: Class 3 contains 6167 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37579 members 
Mstep: Class 6 contains 74065 members 
Mstep: Class 7 contains 68560 members 
Mstep: Class 8 contains 38631 members 
Mstep: Class 9 contains 32478 members 
Mstep: Class 10 contains 16031 members 
Mstep: Class 11 contains 32581 members 
Mstep: Class 12 contains 85400 members 
Mstep: Class 13 contains 4194 members 
Mstep: Class 14 contains 532 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 15614 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 246 members 
Mstep: Class 19 contains 116663 members 
Mstep: Class 20 contains 6357 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 37914 members 
Mstep: Class 23 contains 11161 members 
Mstep: Class 24 contains 105411 members 
Mstep: Class 25 contains 96071 members 
Mstep: Class 26 contains 30160 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 831 members 
Mstep: Class 29 contains 2615 members 
Mstep: Class 30 contains 83536 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 84613 members 
Mstep: Class 34 contains 1354 members 
Mstep: Class 35 contains 458 members 
Mstep: Class 36 contains 379 members 
Mstep: Class 37 contains 108426 members 
Mstep: Class 38 contains 12846 members 
Mstep: Class 39 contains 611 members 
Mstep: Class 40 contains 10230 members 
Mstep: Class 41 contains 45545 members 
Mstep: Class 42 contains 314 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 19716 members 
Mstep: Class 45 contains 193733 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 86981 members 
Mstep: Class 48 contains 316 members 
Mstep: Class 49 contains 96111 members 
Mstep: Class 50 contains 40214 members 
Mstep: Class 51 contains 770 members 
Mstep: Class 52 contains 92436 members 
Mstep: Class 54 contains 5896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194725360.000000 Penalty: 123671.273438
Iteration 163Q: 54 clusters Score -1.947254e+08 nChanged 20313
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 3279 members 
Mstep: Class 3 contains 5835 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37518 members 
Mstep: Class 6 contains 74009 members 
Mstep: Class 7 contains 67408 members 
Mstep: Class 8 contains 38616 members 
Mstep: Class 9 contains 32470 members 
Mstep: Class 10 contains 16035 members 
Mstep: Class 11 contains 30800 members 
Mstep: Class 12 contains 85279 members 
Mstep: Class 13 contains 4193 members 
Mstep: Class 14 contains 532 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 15204 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 247 members 
Mstep: Class 19 contains 118673 members 
Mstep: Class 20 contains 6183 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 37634 members 
Mstep: Class 23 contains 11125 members 
Mstep: Class 24 contains 105203 members 
Mstep: Class 25 contains 95654 members 
Mstep: Class 26 contains 30154 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 828 members 
Mstep: Class 29 contains 2615 members 
Mstep: Class 30 contains 82396 members 
Mstep: Class 31 contains 394 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 85743 members 
Mstep: Class 34 contains 1351 members 
Mstep: Class 35 contains 458 members 
Mstep: Class 36 contains 379 members 
Mstep: Class 37 contains 109132 members 
Mstep: Class 38 contains 12840 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10237 members 
Mstep: Class 41 contains 47184 members 
Mstep: Class 42 contains 315 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 20155 members 
Mstep: Class 45 contains 193665 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 86748 members 
Mstep: Class 48 contains 316 members 
Mstep: Class 49 contains 96953 members 
Mstep: Class 50 contains 38425 members 
Mstep: Class 51 contains 774 members 
Mstep: Class 52 contains 93892 members 
Mstep: Class 54 contains 5899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194724912.000000 Penalty: 123671.273438
Iteration 164Q: 54 clusters Score -1.947249e+08 nChanged 21045
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 3280 members 
Mstep: Class 3 contains 5500 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37469 members 
Mstep: Class 6 contains 73959 members 
Mstep: Class 7 contains 66313 members 
Mstep: Class 8 contains 38596 members 
Mstep: Class 9 contains 32442 members 
Mstep: Class 10 contains 16047 members 
Mstep: Class 11 contains 29180 members 
Mstep: Class 12 contains 85203 members 
Mstep: Class 13 contains 4197 members 
Mstep: Class 14 contains 534 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 14861 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 247 members 
Mstep: Class 19 contains 121008 members 
Mstep: Class 20 contains 6073 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 37342 members 
Mstep: Class 23 contains 11111 members 
Mstep: Class 24 contains 105006 members 
Mstep: Class 25 contains 95256 members 
Mstep: Class 26 contains 30144 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 826 members 
Mstep: Class 29 contains 2613 members 
Mstep: Class 30 contains 80903 members 
Mstep: Class 31 contains 394 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 86749 members 
Mstep: Class 34 contains 1352 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 379 members 
Mstep: Class 37 contains 109918 members 
Mstep: Class 38 contains 12840 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10251 members 
Mstep: Class 41 contains 48774 members 
Mstep: Class 42 contains 316 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 20588 members 
Mstep: Class 45 contains 193592 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 86924 members 
Mstep: Class 48 contains 316 members 
Mstep: Class 49 contains 97558 members 
Mstep: Class 50 contains 35972 members 
Mstep: Class 51 contains 776 members 
Mstep: Class 52 contains 95533 members 
Mstep: Class 54 contains 5898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194723472.000000 Penalty: 123671.273438
Iteration 165Q: 54 clusters Score -1.947235e+08 nChanged 21256
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 3284 members 
Mstep: Class 3 contains 5222 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37427 members 
Mstep: Class 6 contains 73916 members 
Mstep: Class 7 contains 65354 members 
Mstep: Class 8 contains 38573 members 
Mstep: Class 9 contains 32434 members 
Mstep: Class 10 contains 16058 members 
Mstep: Class 11 contains 27653 members 
Mstep: Class 12 contains 85125 members 
Mstep: Class 13 contains 4197 members 
Mstep: Class 14 contains 535 members 
Mstep: Class 15 contains 1908 members 
Mstep: Class 16 contains 14590 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 246 members 
Mstep: Class 19 contains 123744 members 
Mstep: Class 20 contains 6083 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 37048 members 
Mstep: Class 23 contains 11086 members 
Mstep: Class 24 contains 104711 members 
Mstep: Class 25 contains 94885 members 
Mstep: Class 26 contains 30139 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 825 members 
Mstep: Class 29 contains 2610 members 
Mstep: Class 30 contains 78934 members 
Mstep: Class 31 contains 395 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 87718 members 
Mstep: Class 34 contains 1346 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 379 members 
Mstep: Class 37 contains 110923 members 
Mstep: Class 38 contains 12842 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10261 members 
Mstep: Class 41 contains 50337 members 
Mstep: Class 42 contains 316 members 
Mstep: Class 43 contains 215 members 
Mstep: Class 44 contains 20989 members 
Mstep: Class 45 contains 193511 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 87220 members 
Mstep: Class 48 contains 316 members 
Mstep: Class 49 contains 97994 members 
Mstep: Class 50 contains 33355 members 
Mstep: Class 51 contains 777 members 
Mstep: Class 52 contains 96924 members 
Mstep: Class 54 contains 5904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194722656.000000 Penalty: 123671.273438
Iteration 166Q: 54 clusters Score -1.947227e+08 nChanged 21682
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 3285 members 
Mstep: Class 3 contains 4951 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37374 members 
Mstep: Class 6 contains 73863 members 
Mstep: Class 7 contains 64561 members 
Mstep: Class 8 contains 38559 members 
Mstep: Class 9 contains 32428 members 
Mstep: Class 10 contains 16065 members 
Mstep: Class 11 contains 26196 members 
Mstep: Class 12 contains 85082 members 
Mstep: Class 13 contains 4196 members 
Mstep: Class 14 contains 537 members 
Mstep: Class 15 contains 1908 members 
Mstep: Class 16 contains 14477 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 246 members 
Mstep: Class 19 contains 126633 members 
Mstep: Class 20 contains 6080 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 36829 members 
Mstep: Class 23 contains 11062 members 
Mstep: Class 24 contains 104174 members 
Mstep: Class 25 contains 94582 members 
Mstep: Class 26 contains 30128 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 824 members 
Mstep: Class 29 contains 2609 members 
Mstep: Class 30 contains 76592 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 88437 members 
Mstep: Class 34 contains 1344 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 111778 members 
Mstep: Class 38 contains 12844 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10268 members 
Mstep: Class 41 contains 52108 members 
Mstep: Class 42 contains 316 members 
Mstep: Class 43 contains 215 members 
Mstep: Class 44 contains 21289 members 
Mstep: Class 45 contains 193434 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 87953 members 
Mstep: Class 48 contains 316 members 
Mstep: Class 49 contains 98351 members 
Mstep: Class 50 contains 30415 members 
Mstep: Class 51 contains 777 members 
Mstep: Class 52 contains 98472 members 
Mstep: Class 54 contains 5905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194722192.000000 Penalty: 123671.273438
Iteration 167Q: 54 clusters Score -1.947222e+08 nChanged 21618
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 3288 members 
Mstep: Class 3 contains 4701 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37376 members 
Mstep: Class 6 contains 73805 members 
Mstep: Class 7 contains 63700 members 
Mstep: Class 8 contains 38547 members 
Mstep: Class 9 contains 32418 members 
Mstep: Class 10 contains 16071 members 
Mstep: Class 11 contains 24800 members 
Mstep: Class 12 contains 85076 members 
Mstep: Class 13 contains 4200 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1906 members 
Mstep: Class 16 contains 14585 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 129540 members 
Mstep: Class 20 contains 6087 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 36638 members 
Mstep: Class 23 contains 11030 members 
Mstep: Class 24 contains 103416 members 
Mstep: Class 25 contains 94335 members 
Mstep: Class 26 contains 30122 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 825 members 
Mstep: Class 29 contains 2609 members 
Mstep: Class 30 contains 73867 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 88932 members 
Mstep: Class 34 contains 1345 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 112714 members 
Mstep: Class 38 contains 12840 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10270 members 
Mstep: Class 41 contains 54202 members 
Mstep: Class 42 contains 316 members 
Mstep: Class 43 contains 215 members 
Mstep: Class 44 contains 21461 members 
Mstep: Class 45 contains 193354 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 88933 members 
Mstep: Class 48 contains 316 members 
Mstep: Class 49 contains 98624 members 
Mstep: Class 50 contains 27768 members 
Mstep: Class 51 contains 777 members 
Mstep: Class 52 contains 99682 members 
Mstep: Class 54 contains 5909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720768.000000 Penalty: 123671.273438
Iteration 168Q: 54 clusters Score -1.947208e+08 nChanged 20948
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 3291 members 
Mstep: Class 3 contains 4440 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37382 members 
Mstep: Class 6 contains 73767 members 
Mstep: Class 7 contains 62883 members 
Mstep: Class 8 contains 38512 members 
Mstep: Class 9 contains 32402 members 
Mstep: Class 10 contains 16081 members 
Mstep: Class 11 contains 23534 members 
Mstep: Class 12 contains 85059 members 
Mstep: Class 13 contains 4205 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1906 members 
Mstep: Class 16 contains 14866 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 132468 members 
Mstep: Class 20 contains 6103 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 36456 members 
Mstep: Class 23 contains 11001 members 
Mstep: Class 24 contains 102516 members 
Mstep: Class 25 contains 94135 members 
Mstep: Class 26 contains 30103 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 825 members 
Mstep: Class 29 contains 2609 members 
Mstep: Class 30 contains 70936 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 89030 members 
Mstep: Class 34 contains 1343 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 113396 members 
Mstep: Class 38 contains 12834 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10278 members 
Mstep: Class 41 contains 56372 members 
Mstep: Class 42 contains 316 members 
Mstep: Class 43 contains 215 members 
Mstep: Class 44 contains 21616 members 
Mstep: Class 45 contains 193268 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 90015 members 
Mstep: Class 48 contains 316 members 
Mstep: Class 49 contains 98915 members 
Mstep: Class 50 contains 25356 members 
Mstep: Class 51 contains 777 members 
Mstep: Class 52 contains 101095 members 
Mstep: Class 54 contains 5916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194718832.000000 Penalty: 123671.273438
Iteration 169Q: 54 clusters Score -1.947188e+08 nChanged 20592
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 3293 members 
Mstep: Class 3 contains 4212 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37379 members 
Mstep: Class 6 contains 73711 members 
Mstep: Class 7 contains 62043 members 
Mstep: Class 8 contains 38476 members 
Mstep: Class 9 contains 32390 members 
Mstep: Class 10 contains 16096 members 
Mstep: Class 11 contains 22389 members 
Mstep: Class 12 contains 85049 members 
Mstep: Class 13 contains 4207 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 15530 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 135206 members 
Mstep: Class 20 contains 6052 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 36336 members 
Mstep: Class 23 contains 10968 members 
Mstep: Class 24 contains 101570 members 
Mstep: Class 25 contains 93980 members 
Mstep: Class 26 contains 30089 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 825 members 
Mstep: Class 29 contains 2609 members 
Mstep: Class 30 contains 68297 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 88747 members 
Mstep: Class 34 contains 1341 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 114052 members 
Mstep: Class 38 contains 12836 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10286 members 
Mstep: Class 41 contains 58779 members 
Mstep: Class 42 contains 316 members 
Mstep: Class 43 contains 215 members 
Mstep: Class 44 contains 21751 members 
Mstep: Class 45 contains 193152 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 91035 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 99097 members 
Mstep: Class 50 contains 23127 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 102112 members 
Mstep: Class 54 contains 5923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194717648.000000 Penalty: 123671.273438
Iteration 170Q: 54 clusters Score -1.947176e+08 nChanged 20421
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 3295 members 
Mstep: Class 3 contains 4000 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37384 members 
Mstep: Class 6 contains 73670 members 
Mstep: Class 7 contains 61184 members 
Mstep: Class 8 contains 38452 members 
Mstep: Class 9 contains 32372 members 
Mstep: Class 10 contains 16111 members 
Mstep: Class 11 contains 21295 members 
Mstep: Class 12 contains 85019 members 
Mstep: Class 13 contains 4211 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1908 members 
Mstep: Class 16 contains 16311 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 137588 members 
Mstep: Class 20 contains 5992 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 36177 members 
Mstep: Class 23 contains 10940 members 
Mstep: Class 24 contains 100502 members 
Mstep: Class 25 contains 93874 members 
Mstep: Class 26 contains 30078 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 826 members 
Mstep: Class 29 contains 2608 members 
Mstep: Class 30 contains 66032 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 88216 members 
Mstep: Class 34 contains 1343 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 114694 members 
Mstep: Class 38 contains 12839 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10289 members 
Mstep: Class 41 contains 61406 members 
Mstep: Class 42 contains 316 members 
Mstep: Class 43 contains 215 members 
Mstep: Class 44 contains 21928 members 
Mstep: Class 45 contains 193052 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 91992 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 99026 members 
Mstep: Class 50 contains 21216 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 103041 members 
Mstep: Class 54 contains 5925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716816.000000 Penalty: 123671.273438
Iteration 171Q: 54 clusters Score -1.947168e+08 nChanged 19818
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 3298 members 
Mstep: Class 3 contains 3794 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37381 members 
Mstep: Class 6 contains 73650 members 
Mstep: Class 7 contains 60257 members 
Mstep: Class 8 contains 38420 members 
Mstep: Class 9 contains 32360 members 
Mstep: Class 10 contains 16122 members 
Mstep: Class 11 contains 20329 members 
Mstep: Class 12 contains 84974 members 
Mstep: Class 13 contains 4214 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1908 members 
Mstep: Class 16 contains 17172 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 139704 members 
Mstep: Class 20 contains 5858 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 36051 members 
Mstep: Class 23 contains 10921 members 
Mstep: Class 24 contains 99368 members 
Mstep: Class 25 contains 93736 members 
Mstep: Class 26 contains 30074 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 826 members 
Mstep: Class 29 contains 2607 members 
Mstep: Class 30 contains 63872 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 87501 members 
Mstep: Class 34 contains 1341 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 115413 members 
Mstep: Class 38 contains 12829 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10293 members 
Mstep: Class 41 contains 63735 members 
Mstep: Class 42 contains 316 members 
Mstep: Class 43 contains 215 members 
Mstep: Class 44 contains 22169 members 
Mstep: Class 45 contains 192951 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 92772 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 99133 members 
Mstep: Class 50 contains 19557 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 104208 members 
Mstep: Class 54 contains 5925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715248.000000 Penalty: 123671.273438
Iteration 172Q: 54 clusters Score -1.947152e+08 nChanged 19541
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 3302 members 
Mstep: Class 3 contains 3583 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37363 members 
Mstep: Class 6 contains 73635 members 
Mstep: Class 7 contains 59345 members 
Mstep: Class 8 contains 38384 members 
Mstep: Class 9 contains 32349 members 
Mstep: Class 10 contains 16146 members 
Mstep: Class 11 contains 19446 members 
Mstep: Class 12 contains 84913 members 
Mstep: Class 13 contains 4208 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1908 members 
Mstep: Class 16 contains 18211 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 141325 members 
Mstep: Class 20 contains 5654 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 35996 members 
Mstep: Class 23 contains 10889 members 
Mstep: Class 24 contains 98139 members 
Mstep: Class 25 contains 93596 members 
Mstep: Class 26 contains 30064 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 826 members 
Mstep: Class 29 contains 2607 members 
Mstep: Class 30 contains 62103 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 86722 members 
Mstep: Class 34 contains 1343 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 116181 members 
Mstep: Class 38 contains 12819 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10299 members 
Mstep: Class 41 contains 66425 members 
Mstep: Class 42 contains 316 members 
Mstep: Class 43 contains 215 members 
Mstep: Class 44 contains 22482 members 
Mstep: Class 45 contains 192834 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 93374 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 98957 members 
Mstep: Class 50 contains 17961 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 105350 members 
Mstep: Class 54 contains 5921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194713968.000000 Penalty: 123671.273438
Iteration 173Q: 54 clusters Score -1.94714e+08 nChanged 18897
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 3304 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37358 members 
Mstep: Class 6 contains 73628 members 
Mstep: Class 7 contains 58547 members 
Mstep: Class 8 contains 38349 members 
Mstep: Class 9 contains 32333 members 
Mstep: Class 10 contains 16163 members 
Mstep: Class 11 contains 18615 members 
Mstep: Class 12 contains 84840 members 
Mstep: Class 13 contains 4199 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 19216 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 142570 members 
Mstep: Class 20 contains 5417 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 35953 members 
Mstep: Class 23 contains 10845 members 
Mstep: Class 24 contains 96863 members 
Mstep: Class 25 contains 93482 members 
Mstep: Class 26 contains 30049 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 826 members 
Mstep: Class 29 contains 2607 members 
Mstep: Class 30 contains 60689 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 85992 members 
Mstep: Class 34 contains 1342 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 116821 members 
Mstep: Class 38 contains 12816 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10303 members 
Mstep: Class 41 contains 69298 members 
Mstep: Class 42 contains 316 members 
Mstep: Class 43 contains 215 members 
Mstep: Class 44 contains 22879 members 
Mstep: Class 45 contains 192720 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 93919 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 98678 members 
Mstep: Class 50 contains 16615 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 106147 members 
Mstep: Class 54 contains 5921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194713728.000000 Penalty: 123671.273438
Iteration 174Q: 54 clusters Score -1.947137e+08 nChanged 18371
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 3306 members 
Mstep: Class 3 contains 3201 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37344 members 
Mstep: Class 6 contains 73617 members 
Mstep: Class 7 contains 57719 members 
Mstep: Class 8 contains 38313 members 
Mstep: Class 9 contains 32306 members 
Mstep: Class 10 contains 16170 members 
Mstep: Class 11 contains 17863 members 
Mstep: Class 12 contains 84740 members 
Mstep: Class 13 contains 4196 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 20301 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 143500 members 
Mstep: Class 20 contains 5095 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 35908 members 
Mstep: Class 23 contains 10802 members 
Mstep: Class 24 contains 95766 members 
Mstep: Class 25 contains 93376 members 
Mstep: Class 26 contains 30038 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 826 members 
Mstep: Class 29 contains 2607 members 
Mstep: Class 30 contains 59619 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 85314 members 
Mstep: Class 34 contains 1341 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 117329 members 
Mstep: Class 38 contains 12814 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10305 members 
Mstep: Class 41 contains 72090 members 
Mstep: Class 42 contains 316 members 
Mstep: Class 43 contains 215 members 
Mstep: Class 44 contains 23287 members 
Mstep: Class 45 contains 192617 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 94271 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 98328 members 
Mstep: Class 50 contains 15425 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 106977 members 
Mstep: Class 54 contains 5924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194712768.000000 Penalty: 123671.273438
Iteration 175Q: 54 clusters Score -1.947128e+08 nChanged 17733
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 3308 members 
Mstep: Class 3 contains 3017 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37347 members 
Mstep: Class 6 contains 73590 members 
Mstep: Class 7 contains 56891 members 
Mstep: Class 8 contains 38271 members 
Mstep: Class 9 contains 32293 members 
Mstep: Class 10 contains 16178 members 
Mstep: Class 11 contains 17188 members 
Mstep: Class 12 contains 84615 members 
Mstep: Class 13 contains 4196 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 21346 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 144441 members 
Mstep: Class 20 contains 4777 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 35852 members 
Mstep: Class 23 contains 10761 members 
Mstep: Class 24 contains 94952 members 
Mstep: Class 25 contains 93261 members 
Mstep: Class 26 contains 30038 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 826 members 
Mstep: Class 29 contains 2607 members 
Mstep: Class 30 contains 58803 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 84660 members 
Mstep: Class 34 contains 1340 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 117462 members 
Mstep: Class 38 contains 12808 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10308 members 
Mstep: Class 41 contains 74761 members 
Mstep: Class 42 contains 316 members 
Mstep: Class 43 contains 215 members 
Mstep: Class 44 contains 23771 members 
Mstep: Class 45 contains 192515 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 94359 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 98048 members 
Mstep: Class 50 contains 14161 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 107906 members 
Mstep: Class 54 contains 5923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194712240.000000 Penalty: 123671.273438
Iteration 176Q: 54 clusters Score -1.947122e+08 nChanged 17038
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 3312 members 
Mstep: Class 3 contains 2870 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37312 members 
Mstep: Class 6 contains 73575 members 
Mstep: Class 7 contains 56090 members 
Mstep: Class 8 contains 38222 members 
Mstep: Class 9 contains 32275 members 
Mstep: Class 10 contains 16195 members 
Mstep: Class 11 contains 16527 members 
Mstep: Class 12 contains 84513 members 
Mstep: Class 13 contains 4193 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 22397 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 145410 members 
Mstep: Class 20 contains 4454 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 35801 members 
Mstep: Class 23 contains 10734 members 
Mstep: Class 24 contains 94280 members 
Mstep: Class 25 contains 93092 members 
Mstep: Class 26 contains 30031 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 826 members 
Mstep: Class 29 contains 2607 members 
Mstep: Class 30 contains 57947 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 84108 members 
Mstep: Class 34 contains 1339 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 117512 members 
Mstep: Class 38 contains 12800 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10311 members 
Mstep: Class 41 contains 77453 members 
Mstep: Class 42 contains 316 members 
Mstep: Class 43 contains 215 members 
Mstep: Class 44 contains 24282 members 
Mstep: Class 45 contains 192403 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 94250 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 97814 members 
Mstep: Class 50 contains 13049 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 108620 members 
Mstep: Class 54 contains 5915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194711808.000000 Penalty: 123671.273438
Iteration 177Q: 54 clusters Score -1.947118e+08 nChanged 16252
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 3315 members 
Mstep: Class 3 contains 2752 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37293 members 
Mstep: Class 6 contains 73558 members 
Mstep: Class 7 contains 55343 members 
Mstep: Class 8 contains 38172 members 
Mstep: Class 9 contains 32268 members 
Mstep: Class 10 contains 16215 members 
Mstep: Class 11 contains 15899 members 
Mstep: Class 12 contains 84398 members 
Mstep: Class 13 contains 4186 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 23465 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 146293 members 
Mstep: Class 20 contains 4102 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 35753 members 
Mstep: Class 23 contains 10704 members 
Mstep: Class 24 contains 93867 members 
Mstep: Class 25 contains 92876 members 
Mstep: Class 26 contains 30019 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 826 members 
Mstep: Class 29 contains 2605 members 
Mstep: Class 30 contains 57058 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 83614 members 
Mstep: Class 34 contains 1340 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 117426 members 
Mstep: Class 38 contains 12796 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10317 members 
Mstep: Class 41 contains 79851 members 
Mstep: Class 42 contains 316 members 
Mstep: Class 43 contains 215 members 
Mstep: Class 44 contains 24806 members 
Mstep: Class 45 contains 192333 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 93924 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 97434 members 
Mstep: Class 50 contains 11891 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 109853 members 
Mstep: Class 54 contains 5913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194712272.000000 Penalty: 123671.273438
Iteration 178Q: 54 clusters Score -1.947123e+08 nChanged 15324
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 3320 members 
Mstep: Class 3 contains 2637 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37301 members 
Mstep: Class 6 contains 73550 members 
Mstep: Class 7 contains 54633 members 
Mstep: Class 8 contains 38112 members 
Mstep: Class 9 contains 32256 members 
Mstep: Class 10 contains 16224 members 
Mstep: Class 11 contains 15324 members 
Mstep: Class 12 contains 84210 members 
Mstep: Class 13 contains 4182 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 24410 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 147224 members 
Mstep: Class 20 contains 3815 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 35718 members 
Mstep: Class 23 contains 10675 members 
Mstep: Class 24 contains 93571 members 
Mstep: Class 25 contains 92689 members 
Mstep: Class 26 contains 30012 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 826 members 
Mstep: Class 29 contains 2604 members 
Mstep: Class 30 contains 55648 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 83139 members 
Mstep: Class 34 contains 1340 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 117247 members 
Mstep: Class 38 contains 12794 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10322 members 
Mstep: Class 41 contains 81597 members 
Mstep: Class 42 contains 316 members 
Mstep: Class 43 contains 215 members 
Mstep: Class 44 contains 25339 members 
Mstep: Class 45 contains 192258 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 93607 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 97354 members 
Mstep: Class 50 contains 10904 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 111669 members 
Mstep: Class 54 contains 5917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194711936.000000 Penalty: 123671.273438
Iteration 179Q: 54 clusters Score -1.947119e+08 nChanged 14249
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 3326 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37293 members 
Mstep: Class 6 contains 73544 members 
Mstep: Class 7 contains 53901 members 
Mstep: Class 8 contains 38065 members 
Mstep: Class 9 contains 32242 members 
Mstep: Class 10 contains 16241 members 
Mstep: Class 11 contains 14811 members 
Mstep: Class 12 contains 84028 members 
Mstep: Class 13 contains 4180 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 25465 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 148209 members 
Mstep: Class 20 contains 3596 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 35658 members 
Mstep: Class 23 contains 10660 members 
Mstep: Class 24 contains 93388 members 
Mstep: Class 25 contains 92523 members 
Mstep: Class 26 contains 30014 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 826 members 
Mstep: Class 29 contains 2604 members 
Mstep: Class 30 contains 54160 members 
Mstep: Class 31 contains 396 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 82734 members 
Mstep: Class 34 contains 1339 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 376 members 
Mstep: Class 37 contains 117128 members 
Mstep: Class 38 contains 12789 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10327 members 
Mstep: Class 41 contains 82738 members 
Mstep: Class 42 contains 316 members 
Mstep: Class 43 contains 215 members 
Mstep: Class 44 contains 25887 members 
Mstep: Class 45 contains 192176 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 92987 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 97399 members 
Mstep: Class 50 contains 10253 members 
Mstep: Class 51 contains 777 members 
Mstep: Class 52 contains 113418 members 
Mstep: Class 54 contains 5923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715456.000000 Penalty: 123671.273438
Iteration 180F: 54 clusters Score -1.947155e+08 nChanged 17507
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 3329 members 
Mstep: Class 3 contains 2434 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37260 members 
Mstep: Class 6 contains 73533 members 
Mstep: Class 7 contains 53124 members 
Mstep: Class 8 contains 38012 members 
Mstep: Class 9 contains 32233 members 
Mstep: Class 10 contains 16258 members 
Mstep: Class 11 contains 14166 members 
Mstep: Class 12 contains 83777 members 
Mstep: Class 13 contains 4176 members 
Mstep: Class 14 contains 535 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 27380 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 148442 members 
Mstep: Class 20 contains 3444 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 35597 members 
Mstep: Class 23 contains 10617 members 
Mstep: Class 24 contains 92178 members 
Mstep: Class 25 contains 92310 members 
Mstep: Class 26 contains 30015 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 826 members 
Mstep: Class 29 contains 2603 members 
Mstep: Class 30 contains 52623 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 82275 members 
Mstep: Class 34 contains 1336 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 376 members 
Mstep: Class 37 contains 117949 members 
Mstep: Class 38 contains 12787 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10330 members 
Mstep: Class 41 contains 85026 members 
Mstep: Class 42 contains 323 members 
Mstep: Class 43 contains 215 members 
Mstep: Class 44 contains 26507 members 
Mstep: Class 45 contains 192114 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 92201 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 96446 members 
Mstep: Class 50 contains 9982 members 
Mstep: Class 51 contains 777 members 
Mstep: Class 52 contains 115114 members 
Mstep: Class 54 contains 5933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194717376.000000 Penalty: 123671.273438
Iteration 181Q: 54 clusters Score -1.947174e+08 nChanged 15099
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 3338 members 
Mstep: Class 3 contains 2332 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37241 members 
Mstep: Class 6 contains 73533 members 
Mstep: Class 7 contains 52452 members 
Mstep: Class 8 contains 37971 members 
Mstep: Class 9 contains 32230 members 
Mstep: Class 10 contains 16274 members 
Mstep: Class 11 contains 13527 members 
Mstep: Class 12 contains 83556 members 
Mstep: Class 13 contains 4175 members 
Mstep: Class 14 contains 534 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 29227 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 148605 members 
Mstep: Class 20 contains 3400 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 35484 members 
Mstep: Class 23 contains 10577 members 
Mstep: Class 24 contains 90932 members 
Mstep: Class 25 contains 92076 members 
Mstep: Class 26 contains 30004 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 825 members 
Mstep: Class 29 contains 2602 members 
Mstep: Class 30 contains 51398 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 81814 members 
Mstep: Class 34 contains 1336 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 376 members 
Mstep: Class 37 contains 118594 members 
Mstep: Class 38 contains 12778 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10333 members 
Mstep: Class 41 contains 86134 members 
Mstep: Class 42 contains 324 members 
Mstep: Class 43 contains 215 members 
Mstep: Class 44 contains 27172 members 
Mstep: Class 45 contains 192075 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 91267 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 97581 members 
Mstep: Class 50 contains 9719 members 
Mstep: Class 51 contains 777 members 
Mstep: Class 52 contains 115798 members 
Mstep: Class 54 contains 5948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194717920.000000 Penalty: 123671.273438
Iteration 182Q: 54 clusters Score -1.947179e+08 nChanged 14308
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 3345 members 
Mstep: Class 3 contains 2239 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37264 members 
Mstep: Class 6 contains 73539 members 
Mstep: Class 7 contains 51864 members 
Mstep: Class 8 contains 37933 members 
Mstep: Class 9 contains 32218 members 
Mstep: Class 10 contains 16287 members 
Mstep: Class 11 contains 12897 members 
Mstep: Class 12 contains 83308 members 
Mstep: Class 13 contains 4173 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 31294 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 148372 members 
Mstep: Class 20 contains 3427 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 35318 members 
Mstep: Class 23 contains 10546 members 
Mstep: Class 24 contains 89941 members 
Mstep: Class 25 contains 91837 members 
Mstep: Class 26 contains 29995 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 823 members 
Mstep: Class 29 contains 2601 members 
Mstep: Class 30 contains 50234 members 
Mstep: Class 31 contains 394 members 
Mstep: Class 32 contains 273 members 
Mstep: Class 33 contains 81604 members 
Mstep: Class 34 contains 1336 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 376 members 
Mstep: Class 37 contains 119056 members 
Mstep: Class 38 contains 12772 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10335 members 
Mstep: Class 41 contains 86974 members 
Mstep: Class 42 contains 325 members 
Mstep: Class 43 contains 215 members 
Mstep: Class 44 contains 27847 members 
Mstep: Class 45 contains 192047 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 89940 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 99428 members 
Mstep: Class 50 contains 9661 members 
Mstep: Class 51 contains 777 members 
Mstep: Class 52 contains 115854 members 
Mstep: Class 54 contains 5954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194719888.000000 Penalty: 123671.273438
Iteration 183Q: 54 clusters Score -1.947199e+08 nChanged 13474
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 3355 members 
Mstep: Class 3 contains 2141 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37259 members 
Mstep: Class 6 contains 73536 members 
Mstep: Class 7 contains 51314 members 
Mstep: Class 8 contains 37896 members 
Mstep: Class 9 contains 32215 members 
Mstep: Class 10 contains 16288 members 
Mstep: Class 11 contains 12326 members 
Mstep: Class 12 contains 83078 members 
Mstep: Class 13 contains 4170 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 32969 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 147899 members 
Mstep: Class 20 contains 3482 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 35118 members 
Mstep: Class 23 contains 10524 members 
Mstep: Class 24 contains 88935 members 
Mstep: Class 25 contains 91624 members 
Mstep: Class 26 contains 29990 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 2601 members 
Mstep: Class 30 contains 49468 members 
Mstep: Class 31 contains 394 members 
Mstep: Class 32 contains 273 members 
Mstep: Class 33 contains 81697 members 
Mstep: Class 34 contains 1334 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 376 members 
Mstep: Class 37 contains 119836 members 
Mstep: Class 38 contains 12766 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10335 members 
Mstep: Class 41 contains 87639 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 28503 members 
Mstep: Class 45 contains 192021 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 88605 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 101261 members 
Mstep: Class 50 contains 9697 members 
Mstep: Class 51 contains 777 members 
Mstep: Class 52 contains 115553 members 
Mstep: Class 54 contains 5957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720144.000000 Penalty: 123671.273438
Iteration 184Q: 54 clusters Score -1.947201e+08 nChanged 14525
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 3365 members 
Mstep: Class 3 contains 2050 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37263 members 
Mstep: Class 6 contains 73553 members 
Mstep: Class 7 contains 50661 members 
Mstep: Class 8 contains 37859 members 
Mstep: Class 9 contains 32215 members 
Mstep: Class 10 contains 16283 members 
Mstep: Class 11 contains 11797 members 
Mstep: Class 12 contains 82857 members 
Mstep: Class 13 contains 4167 members 
Mstep: Class 14 contains 532 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 34308 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 147595 members 
Mstep: Class 20 contains 3536 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 34944 members 
Mstep: Class 23 contains 10494 members 
Mstep: Class 24 contains 88040 members 
Mstep: Class 25 contains 91366 members 
Mstep: Class 26 contains 29988 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 2601 members 
Mstep: Class 30 contains 48550 members 
Mstep: Class 31 contains 394 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 82593 members 
Mstep: Class 34 contains 1334 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 376 members 
Mstep: Class 37 contains 120743 members 
Mstep: Class 38 contains 12763 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10338 members 
Mstep: Class 41 contains 88153 members 
Mstep: Class 42 contains 328 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 29158 members 
Mstep: Class 45 contains 191974 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 86865 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 103164 members 
Mstep: Class 50 contains 9595 members 
Mstep: Class 51 contains 777 members 
Mstep: Class 52 contains 115215 members 
Mstep: Class 54 contains 5965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720432.000000 Penalty: 123671.273438
Iteration 185Q: 54 clusters Score -1.947204e+08 nChanged 15377
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 3371 members 
Mstep: Class 3 contains 1955 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37319 members 
Mstep: Class 6 contains 73568 members 
Mstep: Class 7 contains 49928 members 
Mstep: Class 8 contains 37827 members 
Mstep: Class 9 contains 32213 members 
Mstep: Class 10 contains 16280 members 
Mstep: Class 11 contains 11264 members 
Mstep: Class 12 contains 82663 members 
Mstep: Class 13 contains 4166 members 
Mstep: Class 14 contains 532 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 35356 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 146972 members 
Mstep: Class 20 contains 3612 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 34774 members 
Mstep: Class 23 contains 10462 members 
Mstep: Class 24 contains 87032 members 
Mstep: Class 25 contains 91135 members 
Mstep: Class 26 contains 29972 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 2601 members 
Mstep: Class 30 contains 47886 members 
Mstep: Class 31 contains 394 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 84134 members 
Mstep: Class 34 contains 1336 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 376 members 
Mstep: Class 37 contains 121984 members 
Mstep: Class 38 contains 12761 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10341 members 
Mstep: Class 41 contains 88525 members 
Mstep: Class 42 contains 329 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 29756 members 
Mstep: Class 45 contains 191977 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 84910 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 105078 members 
Mstep: Class 50 contains 9395 members 
Mstep: Class 51 contains 777 members 
Mstep: Class 52 contains 114808 members 
Mstep: Class 54 contains 5973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720576.000000 Penalty: 123671.273438
Iteration 186Q: 54 clusters Score -1.947206e+08 nChanged 15752
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 3371 members 
Mstep: Class 3 contains 1837 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37359 members 
Mstep: Class 6 contains 73554 members 
Mstep: Class 7 contains 49305 members 
Mstep: Class 8 contains 37793 members 
Mstep: Class 9 contains 32206 members 
Mstep: Class 10 contains 16281 members 
Mstep: Class 11 contains 10780 members 
Mstep: Class 12 contains 82514 members 
Mstep: Class 13 contains 4163 members 
Mstep: Class 14 contains 532 members 
Mstep: Class 15 contains 1908 members 
Mstep: Class 16 contains 36303 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 145926 members 
Mstep: Class 20 contains 3663 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 34646 members 
Mstep: Class 23 contains 10433 members 
Mstep: Class 24 contains 85923 members 
Mstep: Class 25 contains 90894 members 
Mstep: Class 26 contains 29954 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 2602 members 
Mstep: Class 30 contains 47411 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 85911 members 
Mstep: Class 34 contains 1336 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 376 members 
Mstep: Class 37 contains 123318 members 
Mstep: Class 38 contains 12758 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10346 members 
Mstep: Class 41 contains 88630 members 
Mstep: Class 42 contains 332 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 30209 members 
Mstep: Class 45 contains 191957 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 83103 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 107343 members 
Mstep: Class 50 contains 9128 members 
Mstep: Class 51 contains 777 members 
Mstep: Class 52 contains 114362 members 
Mstep: Class 54 contains 5989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2241.772949 but Gain 2333.421875
Score: -194720736.000000 Penalty: 121337.851562
Iteration 187Q: 53 clusters Score -1.947207e+08 nChanged 18017
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 3373 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37421 members 
Mstep: Class 6 contains 73533 members 
Mstep: Class 7 contains 48541 members 
Mstep: Class 8 contains 37742 members 
Mstep: Class 9 contains 32197 members 
Mstep: Class 10 contains 16282 members 
Mstep: Class 11 contains 10387 members 
Mstep: Class 12 contains 82455 members 
Mstep: Class 13 contains 4157 members 
Mstep: Class 14 contains 532 members 
Mstep: Class 15 contains 1908 members 
Mstep: Class 16 contains 36689 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 144967 members 
Mstep: Class 20 contains 3767 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 34686 members 
Mstep: Class 23 contains 10411 members 
Mstep: Class 24 contains 84570 members 
Mstep: Class 25 contains 90786 members 
Mstep: Class 26 contains 29933 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 821 members 
Mstep: Class 29 contains 2601 members 
Mstep: Class 30 contains 46881 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 88081 members 
Mstep: Class 34 contains 1337 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 376 members 
Mstep: Class 37 contains 125297 members 
Mstep: Class 38 contains 12758 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10350 members 
Mstep: Class 41 contains 88706 members 
Mstep: Class 42 contains 335 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 30515 members 
Mstep: Class 45 contains 191939 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 81415 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 110581 members 
Mstep: Class 50 contains 9082 members 
Mstep: Class 51 contains 777 members 
Mstep: Class 52 contains 113828 members 
Mstep: Class 54 contains 6012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194722512.000000 Penalty: 121337.851562
Iteration 188Q: 53 clusters Score -1.947225e+08 nChanged 17303
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 3374 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37459 members 
Mstep: Class 6 contains 73531 members 
Mstep: Class 7 contains 47477 members 
Mstep: Class 8 contains 37688 members 
Mstep: Class 9 contains 32182 members 
Mstep: Class 10 contains 16281 members 
Mstep: Class 11 contains 9944 members 
Mstep: Class 12 contains 82309 members 
Mstep: Class 13 contains 4154 members 
Mstep: Class 14 contains 532 members 
Mstep: Class 15 contains 1908 members 
Mstep: Class 16 contains 37009 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 144182 members 
Mstep: Class 20 contains 3851 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 34676 members 
Mstep: Class 23 contains 10379 members 
Mstep: Class 24 contains 83017 members 
Mstep: Class 25 contains 90460 members 
Mstep: Class 26 contains 29920 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 820 members 
Mstep: Class 29 contains 2601 members 
Mstep: Class 30 contains 46188 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 90234 members 
Mstep: Class 34 contains 1335 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 376 members 
Mstep: Class 37 contains 126452 members 
Mstep: Class 38 contains 12758 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10353 members 
Mstep: Class 41 contains 89271 members 
Mstep: Class 42 contains 336 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 30589 members 
Mstep: Class 45 contains 191920 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 79965 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 113401 members 
Mstep: Class 50 contains 8915 members 
Mstep: Class 51 contains 777 members 
Mstep: Class 52 contains 113348 members 
Mstep: Class 54 contains 6042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194723744.000000 Penalty: 121337.851562
Iteration 189Q: 53 clusters Score -1.947237e+08 nChanged 18325
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 3377 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37457 members 
Mstep: Class 6 contains 73512 members 
Mstep: Class 7 contains 46225 members 
Mstep: Class 8 contains 37634 members 
Mstep: Class 9 contains 32169 members 
Mstep: Class 10 contains 16282 members 
Mstep: Class 11 contains 9510 members 
Mstep: Class 12 contains 82165 members 
Mstep: Class 13 contains 4151 members 
Mstep: Class 14 contains 532 members 
Mstep: Class 15 contains 1908 members 
Mstep: Class 16 contains 37139 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 143513 members 
Mstep: Class 20 contains 4015 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 34693 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 81481 members 
Mstep: Class 25 contains 90152 members 
Mstep: Class 26 contains 29904 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 820 members 
Mstep: Class 29 contains 2601 members 
Mstep: Class 30 contains 45489 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 92120 members 
Mstep: Class 34 contains 1334 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 376 members 
Mstep: Class 37 contains 126676 members 
Mstep: Class 38 contains 12757 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10358 members 
Mstep: Class 41 contains 90751 members 
Mstep: Class 42 contains 336 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 30435 members 
Mstep: Class 45 contains 191923 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 78937 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 116740 members 
Mstep: Class 50 contains 8857 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 112496 members 
Mstep: Class 54 contains 6056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194724544.000000 Penalty: 121337.851562
Iteration 190Q: 53 clusters Score -1.947245e+08 nChanged 19159
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 3377 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37469 members 
Mstep: Class 6 contains 73483 members 
Mstep: Class 7 contains 44916 members 
Mstep: Class 8 contains 37588 members 
Mstep: Class 9 contains 32171 members 
Mstep: Class 10 contains 16293 members 
Mstep: Class 11 contains 9122 members 
Mstep: Class 12 contains 81966 members 
Mstep: Class 13 contains 4151 members 
Mstep: Class 14 contains 532 members 
Mstep: Class 15 contains 1908 members 
Mstep: Class 16 contains 37127 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 142714 members 
Mstep: Class 20 contains 4215 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 34723 members 
Mstep: Class 23 contains 10324 members 
Mstep: Class 24 contains 80087 members 
Mstep: Class 25 contains 89906 members 
Mstep: Class 26 contains 29895 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 820 members 
Mstep: Class 29 contains 2599 members 
Mstep: Class 30 contains 44932 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 93886 members 
Mstep: Class 34 contains 1332 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 376 members 
Mstep: Class 37 contains 126471 members 
Mstep: Class 38 contains 12757 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10364 members 
Mstep: Class 41 contains 92709 members 
Mstep: Class 42 contains 336 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 30236 members 
Mstep: Class 45 contains 191889 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 78130 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 120601 members 
Mstep: Class 50 contains 8786 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 110954 members 
Mstep: Class 54 contains 6069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194724512.000000 Penalty: 121337.851562
Iteration 191Q: 53 clusters Score -1.947245e+08 nChanged 20920
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 3377 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37461 members 
Mstep: Class 6 contains 73458 members 
Mstep: Class 7 contains 43640 members 
Mstep: Class 8 contains 37546 members 
Mstep: Class 9 contains 32169 members 
Mstep: Class 10 contains 16299 members 
Mstep: Class 11 contains 8800 members 
Mstep: Class 12 contains 81747 members 
Mstep: Class 13 contains 4152 members 
Mstep: Class 14 contains 532 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 37123 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 141887 members 
Mstep: Class 20 contains 4457 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 34792 members 
Mstep: Class 23 contains 10300 members 
Mstep: Class 24 contains 78851 members 
Mstep: Class 25 contains 89704 members 
Mstep: Class 26 contains 29884 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 820 members 
Mstep: Class 29 contains 2598 members 
Mstep: Class 30 contains 44099 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 95572 members 
Mstep: Class 34 contains 1332 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 376 members 
Mstep: Class 37 contains 125359 members 
Mstep: Class 38 contains 12759 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10365 members 
Mstep: Class 41 contains 96088 members 
Mstep: Class 42 contains 336 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 30024 members 
Mstep: Class 45 contains 191875 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 77398 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 124481 members 
Mstep: Class 50 contains 8723 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 108805 members 
Mstep: Class 54 contains 6084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194723616.000000 Penalty: 121337.851562
Iteration 192Q: 53 clusters Score -1.947236e+08 nChanged 23611
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 3382 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37475 members 
Mstep: Class 6 contains 73427 members 
Mstep: Class 7 contains 42483 members 
Mstep: Class 8 contains 37486 members 
Mstep: Class 9 contains 32174 members 
Mstep: Class 10 contains 16303 members 
Mstep: Class 11 contains 8522 members 
Mstep: Class 12 contains 81555 members 
Mstep: Class 13 contains 4156 members 
Mstep: Class 14 contains 532 members 
Mstep: Class 15 contains 1908 members 
Mstep: Class 16 contains 37016 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 140745 members 
Mstep: Class 20 contains 4825 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 34815 members 
Mstep: Class 23 contains 10284 members 
Mstep: Class 24 contains 77801 members 
Mstep: Class 25 contains 89535 members 
Mstep: Class 26 contains 29870 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 820 members 
Mstep: Class 29 contains 2598 members 
Mstep: Class 30 contains 43371 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 97292 members 
Mstep: Class 34 contains 1333 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 376 members 
Mstep: Class 37 contains 123077 members 
Mstep: Class 38 contains 12760 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10365 members 
Mstep: Class 41 contains 100591 members 
Mstep: Class 42 contains 336 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 29741 members 
Mstep: Class 45 contains 191879 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 76831 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 129106 members 
Mstep: Class 50 contains 8427 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 105880 members 
Mstep: Class 54 contains 6102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194722064.000000 Penalty: 121337.851562
Iteration 193Q: 53 clusters Score -1.947221e+08 nChanged 23180
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 3388 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37477 members 
Mstep: Class 6 contains 73396 members 
Mstep: Class 7 contains 41397 members 
Mstep: Class 8 contains 37427 members 
Mstep: Class 9 contains 32183 members 
Mstep: Class 10 contains 16312 members 
Mstep: Class 11 contains 8273 members 
Mstep: Class 12 contains 81276 members 
Mstep: Class 13 contains 4156 members 
Mstep: Class 14 contains 532 members 
Mstep: Class 15 contains 1908 members 
Mstep: Class 16 contains 36910 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 139710 members 
Mstep: Class 20 contains 5279 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 34808 members 
Mstep: Class 23 contains 10252 members 
Mstep: Class 24 contains 77485 members 
Mstep: Class 25 contains 89459 members 
Mstep: Class 26 contains 29852 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 820 members 
Mstep: Class 29 contains 2598 members 
Mstep: Class 30 contains 42498 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 98942 members 
Mstep: Class 34 contains 1333 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 376 members 
Mstep: Class 37 contains 119999 members 
Mstep: Class 38 contains 12758 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10370 members 
Mstep: Class 41 contains 105461 members 
Mstep: Class 42 contains 336 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 29532 members 
Mstep: Class 45 contains 191913 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 76278 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 133433 members 
Mstep: Class 50 contains 7966 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 102957 members 
Mstep: Class 54 contains 6115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194719408.000000 Penalty: 121337.851562
Iteration 194Q: 53 clusters Score -1.947194e+08 nChanged 22256
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 3390 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37489 members 
Mstep: Class 6 contains 73391 members 
Mstep: Class 7 contains 40275 members 
Mstep: Class 8 contains 37378 members 
Mstep: Class 9 contains 32189 members 
Mstep: Class 10 contains 16324 members 
Mstep: Class 11 contains 8065 members 
Mstep: Class 12 contains 81072 members 
Mstep: Class 13 contains 4155 members 
Mstep: Class 14 contains 532 members 
Mstep: Class 15 contains 1908 members 
Mstep: Class 16 contains 36904 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 138292 members 
Mstep: Class 20 contains 5815 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 34819 members 
Mstep: Class 23 contains 10227 members 
Mstep: Class 24 contains 77759 members 
Mstep: Class 25 contains 89431 members 
Mstep: Class 26 contains 29843 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 820 members 
Mstep: Class 29 contains 2598 members 
Mstep: Class 30 contains 42080 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 100579 members 
Mstep: Class 34 contains 1332 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 376 members 
Mstep: Class 37 contains 116741 members 
Mstep: Class 38 contains 12760 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10372 members 
Mstep: Class 41 contains 110266 members 
Mstep: Class 42 contains 336 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 29416 members 
Mstep: Class 45 contains 191900 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 75641 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 137251 members 
Mstep: Class 50 contains 7630 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 99666 members 
Mstep: Class 54 contains 6125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194718416.000000 Penalty: 121337.851562
Iteration 195Q: 53 clusters Score -1.947184e+08 nChanged 20655
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 3394 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37504 members 
Mstep: Class 6 contains 73388 members 
Mstep: Class 7 contains 39231 members 
Mstep: Class 8 contains 37331 members 
Mstep: Class 9 contains 32196 members 
Mstep: Class 10 contains 16327 members 
Mstep: Class 11 contains 7874 members 
Mstep: Class 12 contains 80914 members 
Mstep: Class 13 contains 4158 members 
Mstep: Class 14 contains 532 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 36811 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 136881 members 
Mstep: Class 20 contains 6375 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 34782 members 
Mstep: Class 23 contains 10201 members 
Mstep: Class 24 contains 78346 members 
Mstep: Class 25 contains 89277 members 
Mstep: Class 26 contains 29822 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 820 members 
Mstep: Class 29 contains 2598 members 
Mstep: Class 30 contains 41817 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 102155 members 
Mstep: Class 34 contains 1333 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 376 members 
Mstep: Class 37 contains 113634 members 
Mstep: Class 38 contains 12758 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10372 members 
Mstep: Class 41 contains 114975 members 
Mstep: Class 42 contains 336 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 29337 members 
Mstep: Class 45 contains 191897 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 75042 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 140115 members 
Mstep: Class 50 contains 7273 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 96885 members 
Mstep: Class 54 contains 6139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194717616.000000 Penalty: 121337.851562
Iteration 196Q: 53 clusters Score -1.947176e+08 nChanged 18318
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 3399 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37514 members 
Mstep: Class 6 contains 73387 members 
Mstep: Class 7 contains 38209 members 
Mstep: Class 8 contains 37271 members 
Mstep: Class 9 contains 32204 members 
Mstep: Class 10 contains 16323 members 
Mstep: Class 11 contains 7765 members 
Mstep: Class 12 contains 80696 members 
Mstep: Class 13 contains 4162 members 
Mstep: Class 14 contains 532 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 36622 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 135593 members 
Mstep: Class 20 contains 6786 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 34765 members 
Mstep: Class 23 contains 10177 members 
Mstep: Class 24 contains 79166 members 
Mstep: Class 25 contains 89121 members 
Mstep: Class 26 contains 29803 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 820 members 
Mstep: Class 29 contains 2597 members 
Mstep: Class 30 contains 41510 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 103746 members 
Mstep: Class 34 contains 1335 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 376 members 
Mstep: Class 37 contains 110993 members 
Mstep: Class 38 contains 12759 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10372 members 
Mstep: Class 41 contains 118857 members 
Mstep: Class 42 contains 336 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 29278 members 
Mstep: Class 45 contains 191917 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 74433 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 141003 members 
Mstep: Class 50 contains 6809 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 96388 members 
Mstep: Class 54 contains 6148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715856.000000 Penalty: 121337.851562
Iteration 197Q: 53 clusters Score -1.947159e+08 nChanged 16163
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 3404 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37515 members 
Mstep: Class 6 contains 73389 members 
Mstep: Class 7 contains 37270 members 
Mstep: Class 8 contains 37210 members 
Mstep: Class 9 contains 32206 members 
Mstep: Class 10 contains 16322 members 
Mstep: Class 11 contains 7690 members 
Mstep: Class 12 contains 80510 members 
Mstep: Class 13 contains 4163 members 
Mstep: Class 14 contains 532 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 36450 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 134046 members 
Mstep: Class 20 contains 7155 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 34780 members 
Mstep: Class 23 contains 10156 members 
Mstep: Class 24 contains 80286 members 
Mstep: Class 25 contains 89059 members 
Mstep: Class 26 contains 29791 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 820 members 
Mstep: Class 29 contains 2597 members 
Mstep: Class 30 contains 41500 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 105233 members 
Mstep: Class 34 contains 1335 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 376 members 
Mstep: Class 37 contains 109276 members 
Mstep: Class 38 contains 12754 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10375 members 
Mstep: Class 41 contains 122268 members 
Mstep: Class 42 contains 336 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 29253 members 
Mstep: Class 45 contains 191944 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 73895 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 140367 members 
Mstep: Class 50 contains 6089 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 96664 members 
Mstep: Class 54 contains 6152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715888.000000 Penalty: 121337.851562
Iteration 198Q: 53 clusters Score -1.947159e+08 nChanged 14257
Entering ConstructFrom: 
Score: -194715888.000000 Penalty: 121337.851562
Entering ConstructFrom: 
Trying to split cluster 1 (11251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Entering Unmasked Estep 
Score: -1282592.875000 Penalty: 1515.834595
	Iteration 0F: 2 clusters Score -1282593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1274655.500000 Penalty: 3031.669189
	Iteration 0F: 3 clusters Score -1274656 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1277242.125000 Penalty: 3031.669189
	Iteration 1F: 3 clusters Score -1277242 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1277515.000000 Penalty: 3031.669189
	Iteration 2F: 3 clusters Score -1277515 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1277740.125000 Penalty: 3031.669189
	Iteration 3F: 3 clusters Score -1277740 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1277950.750000 Penalty: 3031.669189
	Iteration 4Q: 3 clusters Score -1277951 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1278111.125000 Penalty: 3031.669189
	Iteration 5Q: 3 clusters Score -1278111 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1278258.250000 Penalty: 3031.669189
	Iteration 6Q: 3 clusters Score -1278258 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1278430.875000 Penalty: 3031.669189
	Iteration 7Q: 3 clusters Score -1278431 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1278679.750000 Penalty: 3031.669189
	Iteration 8Q: 3 clusters Score -1278680 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1279013.750000 Penalty: 3031.669189
	Iteration 9Q: 3 clusters Score -1279014 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1279419.750000 Penalty: 3031.669189
	Iteration 10Q: 3 clusters Score -1279420 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1279900.250000 Penalty: 3031.669189
	Iteration 11F: 3 clusters Score -1279900 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1280276.875000 Penalty: 3031.669189
	Iteration 12Q: 3 clusters Score -1280277 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1280530.375000 Penalty: 3031.669189
	Iteration 13Q: 3 clusters Score -1280530 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1280699.875000 Penalty: 3031.669189
	Iteration 14Q: 3 clusters Score -1280700 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1280813.000000 Penalty: 3031.669189
	Iteration 15Q: 3 clusters Score -1280813 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1280904.000000 Penalty: 3031.669189
	Iteration 16Q: 3 clusters Score -1280904 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1280994.250000 Penalty: 3031.669189
	Iteration 17Q: 3 clusters Score -1280994 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1281074.500000 Penalty: 3031.669189
	Iteration 18Q: 3 clusters Score -1281074 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1281156.375000 Penalty: 3031.669189
	Iteration 19Q: 3 clusters Score -1281156 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1281241.125000 Penalty: 3031.669189
	Iteration 20F: 3 clusters Score -1281241 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1281309.125000 Penalty: 3031.669189
	Iteration 21Q: 3 clusters Score -1281309 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1281371.875000 Penalty: 3031.669189
	Iteration 22Q: 3 clusters Score -1281372 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1281424.125000 Penalty: 3031.669189
	Iteration 23Q: 3 clusters Score -1281424 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1281479.375000 Penalty: 3031.669189
	Iteration 24Q: 3 clusters Score -1281479 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1281533.000000 Penalty: 3031.669189
	Iteration 25Q: 3 clusters Score -1281533 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1281583.250000 Penalty: 3031.669189
	Iteration 26Q: 3 clusters Score -1281583 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1281638.500000 Penalty: 3031.669189
	Iteration 27Q: 3 clusters Score -1281638 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1281693.000000 Penalty: 3031.669189
	Iteration 28Q: 3 clusters Score -1281693 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1281737.125000 Penalty: 3031.669189
	Iteration 29Q: 3 clusters Score -1281737 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1281775.125000 Penalty: 3031.669189
	Iteration 30Q: 3 clusters Score -1281775 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1281804.500000 Penalty: 3031.669189
	Iteration 31Q: 3 clusters Score -1281804 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1281829.500000 Penalty: 3031.669189
	Iteration 32Q: 3 clusters Score -1281830 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1281850.125000 Penalty: 3031.669189
	Iteration 33Q: 3 clusters Score -1281850 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1281869.750000 Penalty: 3031.669189
	Iteration 34Q: 3 clusters Score -1281870 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1281876.250000 Penalty: 3031.669189
	Iteration 35Q: 3 clusters Score -1281876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1281884.375000 Penalty: 3031.669189
	Iteration 36Q: 3 clusters Score -1281884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1281890.875000 Penalty: 3031.669189
	Iteration 37Q: 3 clusters Score -1281891 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1281895.625000 Penalty: 3031.669189
	Iteration 38Q: 3 clusters Score -1281896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1281896.250000 Penalty: 3031.669189
	Iteration 39Q: 3 clusters Score -1281896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1281895.250000 Penalty: 3031.669189
	Iteration 40F: 3 clusters Score -1281895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1281898.500000 Penalty: 3031.669189
	Iteration 41Q: 3 clusters Score -1281898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1281898.625000 Penalty: 3031.669189
	Iteration 42Q: 3 clusters Score -1281899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1281896.750000 Penalty: 3031.669189
	Iteration 43Q: 3 clusters Score -1281897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1281896.750000 Penalty: 3031.669189
	Iteration 44F: 3 clusters Score -1281897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Entering Unmasked Estep 
Score: -396461.000000 Penalty: 1321.755615
	Iteration 0F: 2 clusters Score -396461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -393461.625000 Penalty: 2643.511230
	Iteration 0F: 3 clusters Score -393461.6 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -394157.968750 Penalty: 2643.511230
	Iteration 1F: 3 clusters Score -394158 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -394277.000000 Penalty: 2643.511230
	Iteration 2F: 3 clusters Score -394277 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -394367.906250 Penalty: 2643.511230
	Iteration 3Q: 3 clusters Score -394367.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -394418.031250 Penalty: 2643.511230
	Iteration 4Q: 3 clusters Score -394418 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -394451.937500 Penalty: 2643.511230
	Iteration 5Q: 3 clusters Score -394451.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -394479.468750 Penalty: 2643.511230
	Iteration 6Q: 3 clusters Score -394479.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -394503.000000 Penalty: 2643.511230
	Iteration 7Q: 3 clusters Score -394503 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -394518.812500 Penalty: 2643.511230
	Iteration 8Q: 3 clusters Score -394518.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -394532.125000 Penalty: 2643.511230
	Iteration 9Q: 3 clusters Score -394532.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -394546.781250 Penalty: 2643.511230
	Iteration 10Q: 3 clusters Score -394546.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -394558.625000 Penalty: 2643.511230
	Iteration 11Q: 3 clusters Score -394558.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -394566.906250 Penalty: 2643.511230
	Iteration 12Q: 3 clusters Score -394566.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -394575.531250 Penalty: 2643.511230
	Iteration 13Q: 3 clusters Score -394575.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -394587.625000 Penalty: 2643.511230
	Iteration 14Q: 3 clusters Score -394587.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -394596.062500 Penalty: 2643.511230
	Iteration 15Q: 3 clusters Score -394596.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -394603.531250 Penalty: 2643.511230
	Iteration 16Q: 3 clusters Score -394603.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -394609.187500 Penalty: 2643.511230
	Iteration 17Q: 3 clusters Score -394609.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -394614.343750 Penalty: 2643.511230
	Iteration 18Q: 3 clusters Score -394614.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -394620.750000 Penalty: 2643.511230
	Iteration 19Q: 3 clusters Score -394620.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -394627.562500 Penalty: 2643.511230
	Iteration 20F: 3 clusters Score -394627.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -394636.062500 Penalty: 2643.511230
	Iteration 21Q: 3 clusters Score -394636.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -394643.031250 Penalty: 2643.511230
	Iteration 22Q: 3 clusters Score -394643 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -394648.062500 Penalty: 2643.511230
	Iteration 23Q: 3 clusters Score -394648.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -394651.812500 Penalty: 2643.511230
	Iteration 24Q: 3 clusters Score -394651.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -394655.687500 Penalty: 2643.511230
	Iteration 25Q: 3 clusters Score -394655.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -394658.656250 Penalty: 2643.511230
	Iteration 26Q: 3 clusters Score -394658.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -394660.312500 Penalty: 2643.511230
	Iteration 27Q: 3 clusters Score -394660.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -394662.437500 Penalty: 2643.511230
	Iteration 28Q: 3 clusters Score -394662.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -394665.656250 Penalty: 2643.511230
	Iteration 29Q: 3 clusters Score -394665.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -394668.343750 Penalty: 2643.511230
	Iteration 30Q: 3 clusters Score -394668.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -394669.718750 Penalty: 2643.511230
	Iteration 31Q: 3 clusters Score -394669.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -394671.656250 Penalty: 2643.511230
	Iteration 32Q: 3 clusters Score -394671.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -394673.781250 Penalty: 2643.511230
	Iteration 33Q: 3 clusters Score -394673.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -394677.656250 Penalty: 2643.511230
	Iteration 34Q: 3 clusters Score -394677.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -394681.687500 Penalty: 2643.511230
	Iteration 35Q: 3 clusters Score -394681.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -394683.843750 Penalty: 2643.511230
	Iteration 36Q: 3 clusters Score -394683.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -394689.500000 Penalty: 2643.511230
	Iteration 37Q: 3 clusters Score -394689.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -394694.968750 Penalty: 2643.511230
	Iteration 38Q: 3 clusters Score -394695 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -394700.531250 Penalty: 2643.511230
	Iteration 39Q: 3 clusters Score -394700.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -394705.593750 Penalty: 2643.511230
	Iteration 40F: 3 clusters Score -394705.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -394709.406250 Penalty: 2643.511230
	Iteration 41Q: 3 clusters Score -394709.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -394714.218750 Penalty: 2643.511230
	Iteration 42Q: 3 clusters Score -394714.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -394720.656250 Penalty: 2643.511230
	Iteration 43Q: 3 clusters Score -394720.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -394729.687500 Penalty: 2643.511230
	Iteration 44Q: 3 clusters Score -394729.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -394737.812500 Penalty: 2643.511230
	Iteration 45Q: 3 clusters Score -394737.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -394745.312500 Penalty: 2643.511230
	Iteration 46Q: 3 clusters Score -394745.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -394752.843750 Penalty: 2643.511230
	Iteration 47Q: 3 clusters Score -394752.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -394760.437500 Penalty: 2643.511230
	Iteration 48Q: 3 clusters Score -394760.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -394766.375000 Penalty: 2643.511230
	Iteration 49Q: 3 clusters Score -394766.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -394768.937500 Penalty: 2643.511230
	Iteration 50Q: 3 clusters Score -394768.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -394772.187500 Penalty: 2643.511230
	Iteration 51Q: 3 clusters Score -394772.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -394774.687500 Penalty: 2643.511230
	Iteration 52Q: 3 clusters Score -394774.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -394776.968750 Penalty: 2643.511230
	Iteration 53Q: 3 clusters Score -394777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -394781.656250 Penalty: 2643.511230
	Iteration 54Q: 3 clusters Score -394781.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -394786.656250 Penalty: 2643.511230
	Iteration 55Q: 3 clusters Score -394786.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -394789.500000 Penalty: 2643.511230
	Iteration 56Q: 3 clusters Score -394789.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -394791.812500 Penalty: 2643.511230
	Iteration 57Q: 3 clusters Score -394791.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -394794.156250 Penalty: 2643.511230
	Iteration 58Q: 3 clusters Score -394794.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -394798.312500 Penalty: 2643.511230
	Iteration 59Q: 3 clusters Score -394798.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -394800.781250 Penalty: 2643.511230
	Iteration 60F: 3 clusters Score -394800.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -394804.562500 Penalty: 2643.511230
	Iteration 61Q: 3 clusters Score -394804.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -394807.656250 Penalty: 2643.511230
	Iteration 62Q: 3 clusters Score -394807.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -394808.812500 Penalty: 2643.511230
	Iteration 63Q: 3 clusters Score -394808.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -394809.312500 Penalty: 2643.511230
	Iteration 64Q: 3 clusters Score -394809.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -394809.125000 Penalty: 2643.511230
	Iteration 65Q: 3 clusters Score -394809.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -394809.125000 Penalty: 2643.511230
	Iteration 66F: 3 clusters Score -394809.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Entering Unmasked Estep 
Score: -58240.816406 Penalty: 1048.969849
	Iteration 0F: 2 clusters Score -58240.82 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 305 members 
Entering Unmasked Estep 
Score: -57108.207031 Penalty: 2097.939697
	Iteration 0F: 3 clusters Score -57108.21 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -57480.539062 Penalty: 2097.939697
	Iteration 1F: 3 clusters Score -57480.54 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -57564.187500 Penalty: 2097.939697
	Iteration 2F: 3 clusters Score -57564.19 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -57610.246094 Penalty: 2097.939697
	Iteration 3Q: 3 clusters Score -57610.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -57636.863281 Penalty: 2097.939697
	Iteration 4Q: 3 clusters Score -57636.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -57655.613281 Penalty: 2097.939697
	Iteration 5Q: 3 clusters Score -57655.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -57670.539062 Penalty: 2097.939697
	Iteration 6Q: 3 clusters Score -57670.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -57676.574219 Penalty: 2097.939697
	Iteration 7Q: 3 clusters Score -57676.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -57676.992188 Penalty: 2097.939697
	Iteration 8Q: 3 clusters Score -57676.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -57677.363281 Penalty: 2097.939697
	Iteration 9Q: 3 clusters Score -57677.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -57677.687500 Penalty: 2097.939697
	Iteration 10Q: 3 clusters Score -57677.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -57677.687500 Penalty: 2097.939697
	Iteration 11F: 3 clusters Score -57677.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (37466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37466 members 
Entering Unmasked Estep 
Score: -4124485.250000 Penalty: 1711.318237
	Iteration 0F: 2 clusters Score -4124485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -4099211.750000 Penalty: 3422.636475
	Iteration 0F: 3 clusters Score -4099212 nChanged 17461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -4109301.500000 Penalty: 3422.636475
	Iteration 1F: 3 clusters Score -4109302 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -4110055.250000 Penalty: 3422.636475
	Iteration 2Q: 3 clusters Score -4110055 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -4110943.500000 Penalty: 3422.636475
	Iteration 3F: 3 clusters Score -4110944 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -4111968.500000 Penalty: 3422.636475
	Iteration 4F: 3 clusters Score -4111968 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -4113079.000000 Penalty: 3422.636475
	Iteration 5F: 3 clusters Score -4113079 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -4114368.000000 Penalty: 3422.636475
	Iteration 6F: 3 clusters Score -4114368 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -4115756.500000 Penalty: 3422.636475
	Iteration 7F: 3 clusters Score -4115756 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -4116934.500000 Penalty: 3422.636475
	Iteration 8F: 3 clusters Score -4116934 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -4117568.000000 Penalty: 3422.636475
	Iteration 9Q: 3 clusters Score -4117568 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -4117810.000000 Penalty: 3422.636475
	Iteration 10Q: 3 clusters Score -4117810 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -4117892.250000 Penalty: 3422.636475
	Iteration 11Q: 3 clusters Score -4117892 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -4117946.250000 Penalty: 3422.636475
	Iteration 12Q: 3 clusters Score -4117946 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -4117972.250000 Penalty: 3422.636475
	Iteration 13Q: 3 clusters Score -4117972 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -4118003.250000 Penalty: 3422.636475
	Iteration 14Q: 3 clusters Score -4118003 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -4118030.500000 Penalty: 3422.636475
	Iteration 15Q: 3 clusters Score -4118030 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -4118061.000000 Penalty: 3422.636475
	Iteration 16Q: 3 clusters Score -4118061 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -4118065.000000 Penalty: 3422.636475
	Iteration 17Q: 3 clusters Score -4118065 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -4118089.250000 Penalty: 3422.636475
	Iteration 18Q: 3 clusters Score -4118089 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -4118103.250000 Penalty: 3422.636475
	Iteration 19Q: 3 clusters Score -4118103 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -4118125.000000 Penalty: 3422.636475
	Iteration 20F: 3 clusters Score -4118125 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -4118134.500000 Penalty: 3422.636475
	Iteration 21Q: 3 clusters Score -4118134 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -4118169.750000 Penalty: 3422.636475
	Iteration 22Q: 3 clusters Score -4118170 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -4118209.250000 Penalty: 3422.636475
	Iteration 23Q: 3 clusters Score -4118209 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -4118216.000000 Penalty: 3422.636475
	Iteration 24Q: 3 clusters Score -4118216 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -4118246.000000 Penalty: 3422.636475
	Iteration 25Q: 3 clusters Score -4118246 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -4118273.750000 Penalty: 3422.636475
	Iteration 26Q: 3 clusters Score -4118274 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -4118293.750000 Penalty: 3422.636475
	Iteration 27Q: 3 clusters Score -4118294 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -4118316.500000 Penalty: 3422.636475
	Iteration 28Q: 3 clusters Score -4118316 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -4118347.250000 Penalty: 3422.636475
	Iteration 29Q: 3 clusters Score -4118347 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -4118361.250000 Penalty: 3422.636475
	Iteration 30Q: 3 clusters Score -4118361 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -4118384.500000 Penalty: 3422.636475
	Iteration 31Q: 3 clusters Score -4118384 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -4118412.500000 Penalty: 3422.636475
	Iteration 32Q: 3 clusters Score -4118412 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -4118435.500000 Penalty: 3422.636475
	Iteration 33Q: 3 clusters Score -4118436 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -4118455.750000 Penalty: 3422.636475
	Iteration 34Q: 3 clusters Score -4118456 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -4118490.000000 Penalty: 3422.636475
	Iteration 35Q: 3 clusters Score -4118490 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -4118522.000000 Penalty: 3422.636475
	Iteration 36Q: 3 clusters Score -4118522 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -4118570.000000 Penalty: 3422.636475
	Iteration 37Q: 3 clusters Score -4118570 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -4118613.500000 Penalty: 3422.636475
	Iteration 38Q: 3 clusters Score -4118614 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -4118655.000000 Penalty: 3422.636475
	Iteration 39Q: 3 clusters Score -4118655 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -4118688.500000 Penalty: 3422.636475
	Iteration 40F: 3 clusters Score -4118688 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -4118731.000000 Penalty: 3422.636475
	Iteration 41Q: 3 clusters Score -4118731 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -4118777.500000 Penalty: 3422.636475
	Iteration 42Q: 3 clusters Score -4118778 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -4118846.000000 Penalty: 3422.636475
	Iteration 43Q: 3 clusters Score -4118846 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25208 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -4118944.500000 Penalty: 3422.636475
	Iteration 44Q: 3 clusters Score -4118944 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -4119018.750000 Penalty: 3422.636475
	Iteration 45Q: 3 clusters Score -4119019 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -4119104.500000 Penalty: 3422.636475
	Iteration 46Q: 3 clusters Score -4119104 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -4119202.500000 Penalty: 3422.636475
	Iteration 47Q: 3 clusters Score -4119202 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -4119303.000000 Penalty: 3422.636475
	Iteration 48Q: 3 clusters Score -4119303 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -4119401.500000 Penalty: 3422.636475
	Iteration 49Q: 3 clusters Score -4119402 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -4119503.750000 Penalty: 3422.636475
	Iteration 50Q: 3 clusters Score -4119504 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27727 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -4119618.750000 Penalty: 3422.636475
	Iteration 51Q: 3 clusters Score -4119619 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -4119714.250000 Penalty: 3422.636475
	Iteration 52Q: 3 clusters Score -4119714 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -4119808.500000 Penalty: 3422.636475
	Iteration 53Q: 3 clusters Score -4119808 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -4119957.250000 Penalty: 3422.636475
	Iteration 54Q: 3 clusters Score -4119957 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -4120104.750000 Penalty: 3422.636475
	Iteration 55Q: 3 clusters Score -4120105 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29791 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -4120305.750000 Penalty: 3422.636475
	Iteration 56Q: 3 clusters Score -4120306 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30275 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -4120478.250000 Penalty: 3422.636475
	Iteration 57Q: 3 clusters Score -4120478 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -4120660.000000 Penalty: 3422.636475
	Iteration 58Q: 3 clusters Score -4120660 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -4120879.250000 Penalty: 3422.636475
	Iteration 59Q: 3 clusters Score -4120879 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31710 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -4121062.500000 Penalty: 3422.636475
	Iteration 60F: 3 clusters Score -4121062 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32164 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -4121266.500000 Penalty: 3422.636475
	Iteration 61Q: 3 clusters Score -4121266 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32597 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -4121460.250000 Penalty: 3422.636475
	Iteration 62Q: 3 clusters Score -4121460 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32997 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -4121675.750000 Penalty: 3422.636475
	Iteration 63Q: 3 clusters Score -4121676 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33397 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -4121876.750000 Penalty: 3422.636475
	Iteration 64Q: 3 clusters Score -4121877 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33765 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -4122080.250000 Penalty: 3422.636475
	Iteration 65Q: 3 clusters Score -4122080 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -4122247.000000 Penalty: 3422.636475
	Iteration 66Q: 3 clusters Score -4122247 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34410 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -4122468.250000 Penalty: 3422.636475
	Iteration 67Q: 3 clusters Score -4122468 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34685 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -4122668.000000 Penalty: 3422.636475
	Iteration 68Q: 3 clusters Score -4122668 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -4122820.750000 Penalty: 3422.636475
	Iteration 69Q: 3 clusters Score -4122821 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35063 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -4122946.750000 Penalty: 3422.636475
	Iteration 70Q: 3 clusters Score -4122947 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35194 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -4123036.750000 Penalty: 3422.636475
	Iteration 71Q: 3 clusters Score -4123037 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -4123088.000000 Penalty: 3422.636475
	Iteration 72Q: 3 clusters Score -4123088 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35348 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -4123134.750000 Penalty: 3422.636475
	Iteration 73Q: 3 clusters Score -4123135 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -4123174.250000 Penalty: 3422.636475
	Iteration 74Q: 3 clusters Score -4123174 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35446 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -4123211.750000 Penalty: 3422.636475
	Iteration 75Q: 3 clusters Score -4123212 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35479 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -4123226.250000 Penalty: 3422.636475
	Iteration 76Q: 3 clusters Score -4123226 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35521 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -4123240.750000 Penalty: 3422.636475
	Iteration 77Q: 3 clusters Score -4123241 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35550 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -4123259.500000 Penalty: 3422.636475
	Iteration 78Q: 3 clusters Score -4123260 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35586 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -4123272.000000 Penalty: 3422.636475
	Iteration 79Q: 3 clusters Score -4123272 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35614 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -4123275.750000 Penalty: 3422.636475
	Iteration 80F: 3 clusters Score -4123276 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35631 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -4123289.750000 Penalty: 3422.636475
	Iteration 81Q: 3 clusters Score -4123290 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35641 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -4123288.250000 Penalty: 3422.636475
	Iteration 82Q: 3 clusters Score -4123288 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35662 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -4123288.500000 Penalty: 3422.636475
	Iteration 83Q: 3 clusters Score -4123288 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35675 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -4123302.500000 Penalty: 3422.636475
	Iteration 84Q: 3 clusters Score -4123302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35682 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -4123299.000000 Penalty: 3422.636475
	Iteration 85Q: 3 clusters Score -4123299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35686 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -4123302.500000 Penalty: 3422.636475
	Iteration 86Q: 3 clusters Score -4123302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35690 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -4123307.000000 Penalty: 3422.636475
	Iteration 87Q: 3 clusters Score -4123307 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35694 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -4123302.250000 Penalty: 3422.636475
	Iteration 88Q: 3 clusters Score -4123302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35701 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -4123303.750000 Penalty: 3422.636475
	Iteration 89Q: 3 clusters Score -4123304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35704 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -4123308.000000 Penalty: 3422.636475
	Iteration 90Q: 3 clusters Score -4123308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35711 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -4123308.750000 Penalty: 3422.636475
	Iteration 91Q: 3 clusters Score -4123309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35714 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -4123308.250000 Penalty: 3422.636475
	Iteration 92Q: 3 clusters Score -4123308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35712 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4123311.000000 Penalty: 3422.636475
	Iteration 93Q: 3 clusters Score -4123311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35712 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4123308.250000 Penalty: 3422.636475
	Iteration 94Q: 3 clusters Score -4123308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35713 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -4123309.000000 Penalty: 3422.636475
	Iteration 95Q: 3 clusters Score -4123309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35713 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -4123309.000000 Penalty: 3422.636475
	Iteration 96F: 3 clusters Score -4123309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (73398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73398 members 
Entering Unmasked Estep 
Score: -8331694.500000 Penalty: 1820.593506
	Iteration 0F: 2 clusters Score -8331694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36506 members 
Mstep: Class 2 contains 36892 members 
Entering Unmasked Estep 
Score: -8282700.500000 Penalty: 3641.187012
	Iteration 0F: 3 clusters Score -8282700 nChanged 34834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33160 members 
Mstep: Class 2 contains 40238 members 
Entering Unmasked Estep 
Score: -8302938.500000 Penalty: 3641.187012
	Iteration 1F: 3 clusters Score -8302938 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31148 members 
Mstep: Class 2 contains 42250 members 
Entering Unmasked Estep 
Score: -8303890.500000 Penalty: 3641.187012
	Iteration 2Q: 3 clusters Score -8303890 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 45220 members 
Entering Unmasked Estep 
Score: -8305480.500000 Penalty: 3641.187012
	Iteration 3Q: 3 clusters Score -8305480 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 49367 members 
Entering Unmasked Estep 
Score: -8308085.000000 Penalty: 3641.187012
	Iteration 4F: 3 clusters Score -8308085 nChanged 5559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 54788 members 
Entering Unmasked Estep 
Score: -8312375.500000 Penalty: 3641.187012
	Iteration 5F: 3 clusters Score -8312376 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 60882 members 
Entering Unmasked Estep 
Score: -8318037.000000 Penalty: 3641.187012
	Iteration 6F: 3 clusters Score -8318037 nChanged 5654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 66498 members 
Entering Unmasked Estep 
Score: -8323666.500000 Penalty: 3641.187012
	Iteration 7F: 3 clusters Score -8323666 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 70202 members 
Entering Unmasked Estep 
Score: -8327341.500000 Penalty: 3641.187012
	Iteration 8F: 3 clusters Score -8327342 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 72016 members 
Entering Unmasked Estep 
Score: -8329046.000000 Penalty: 3641.187012
	Iteration 9Q: 3 clusters Score -8329046 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 72724 members 
Entering Unmasked Estep 
Score: -8329642.500000 Penalty: 3641.187012
	Iteration 10Q: 3 clusters Score -8329642 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 72964 members 
Entering Unmasked Estep 
Score: -8329894.000000 Penalty: 3641.187012
	Iteration 11Q: 3 clusters Score -8329894 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 73055 members 
Entering Unmasked Estep 
Score: -8329995.500000 Penalty: 3641.187012
	Iteration 12Q: 3 clusters Score -8329996 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 73092 members 
Entering Unmasked Estep 
Score: -8330051.000000 Penalty: 3641.187012
	Iteration 13Q: 3 clusters Score -8330051 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 73115 members 
Entering Unmasked Estep 
Score: -8330092.000000 Penalty: 3641.187012
	Iteration 14Q: 3 clusters Score -8330092 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 73133 members 
Entering Unmasked Estep 
Score: -8330127.000000 Penalty: 3641.187012
	Iteration 15Q: 3 clusters Score -8330127 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 73140 members 
Entering Unmasked Estep 
Score: -8330141.000000 Penalty: 3641.187012
	Iteration 16Q: 3 clusters Score -8330141 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 73140 members 
Entering Unmasked Estep 
Score: -8330157.500000 Penalty: 3641.187012
	Iteration 17Q: 3 clusters Score -8330158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 73142 members 
Entering Unmasked Estep 
Score: -8330162.000000 Penalty: 3641.187012
	Iteration 18Q: 3 clusters Score -8330162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 73142 members 
Entering Unmasked Estep 
Score: -8330167.000000 Penalty: 3641.187012
	Iteration 19Q: 3 clusters Score -8330167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 73144 members 
Entering Unmasked Estep 
Score: -8330170.500000 Penalty: 3641.187012
	Iteration 20F: 3 clusters Score -8330170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 73144 members 
Entering Unmasked Estep 
Score: -8330169.000000 Penalty: 3641.187012
	Iteration 21Q: 3 clusters Score -8330169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 73145 members 
Entering Unmasked Estep 
Score: -8330175.000000 Penalty: 3641.187012
	Iteration 22Q: 3 clusters Score -8330175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 73146 members 
Entering Unmasked Estep 
Score: -8330184.500000 Penalty: 3641.187012
	Iteration 23Q: 3 clusters Score -8330184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 73146 members 
Entering Unmasked Estep 
Score: -8330182.000000 Penalty: 3641.187012
	Iteration 24Q: 3 clusters Score -8330182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 73146 members 
Entering Unmasked Estep 
Score: -8330182.000000 Penalty: 3641.187012
	Iteration 25F: 3 clusters Score -8330182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36375 members 
Entering Unmasked Estep 
Score: -4243943.000000 Penalty: 1706.516113
	Iteration 0F: 2 clusters Score -4243943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -4219555.000000 Penalty: 3413.032227
	Iteration 0F: 3 clusters Score -4219555 nChanged 16858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -4229348.000000 Penalty: 3413.032227
	Iteration 1F: 3 clusters Score -4229348 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -4230226.500000 Penalty: 3413.032227
	Iteration 2Q: 3 clusters Score -4230226 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -4231352.500000 Penalty: 3413.032227
	Iteration 3Q: 3 clusters Score -4231352 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -4232800.000000 Penalty: 3413.032227
	Iteration 4F: 3 clusters Score -4232800 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -4234662.500000 Penalty: 3413.032227
	Iteration 5F: 3 clusters Score -4234662 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -4236895.500000 Penalty: 3413.032227
	Iteration 6F: 3 clusters Score -4236896 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -4239224.000000 Penalty: 3413.032227
	Iteration 7F: 3 clusters Score -4239224 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -4240847.000000 Penalty: 3413.032227
	Iteration 8F: 3 clusters Score -4240847 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -4241773.500000 Penalty: 3413.032227
	Iteration 9Q: 3 clusters Score -4241774 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -4242379.500000 Penalty: 3413.032227
	Iteration 10Q: 3 clusters Score -4242380 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -4242821.000000 Penalty: 3413.032227
	Iteration 11Q: 3 clusters Score -4242821 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -4243090.000000 Penalty: 3413.032227
	Iteration 12Q: 3 clusters Score -4243090 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -4243264.000000 Penalty: 3413.032227
	Iteration 13Q: 3 clusters Score -4243264 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -4243337.500000 Penalty: 3413.032227
	Iteration 14Q: 3 clusters Score -4243338 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -4243372.500000 Penalty: 3413.032227
	Iteration 15Q: 3 clusters Score -4243372 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -4243396.500000 Penalty: 3413.032227
	Iteration 16Q: 3 clusters Score -4243396 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -4243414.000000 Penalty: 3413.032227
	Iteration 17Q: 3 clusters Score -4243414 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -4243417.000000 Penalty: 3413.032227
	Iteration 18Q: 3 clusters Score -4243417 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -4243432.000000 Penalty: 3413.032227
	Iteration 19Q: 3 clusters Score -4243432 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -4243438.000000 Penalty: 3413.032227
	Iteration 20F: 3 clusters Score -4243438 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -4243448.500000 Penalty: 3413.032227
	Iteration 21Q: 3 clusters Score -4243448 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -4243462.000000 Penalty: 3413.032227
	Iteration 22Q: 3 clusters Score -4243462 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -4243470.000000 Penalty: 3413.032227
	Iteration 23Q: 3 clusters Score -4243470 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -4243479.000000 Penalty: 3413.032227
	Iteration 24Q: 3 clusters Score -4243479 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -4243483.000000 Penalty: 3413.032227
	Iteration 25Q: 3 clusters Score -4243483 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -4243482.500000 Penalty: 3413.032227
	Iteration 26Q: 3 clusters Score -4243482 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -4243484.500000 Penalty: 3413.032227
	Iteration 27Q: 3 clusters Score -4243484 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -4243492.000000 Penalty: 3413.032227
	Iteration 28Q: 3 clusters Score -4243492 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -4243506.000000 Penalty: 3413.032227
	Iteration 29Q: 3 clusters Score -4243506 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -4243507.500000 Penalty: 3413.032227
	Iteration 30Q: 3 clusters Score -4243508 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -4243506.000000 Penalty: 3413.032227
	Iteration 31Q: 3 clusters Score -4243506 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -4243512.500000 Penalty: 3413.032227
	Iteration 32Q: 3 clusters Score -4243512 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -4243517.500000 Penalty: 3413.032227
	Iteration 33Q: 3 clusters Score -4243518 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -4243507.500000 Penalty: 3413.032227
	Iteration 34Q: 3 clusters Score -4243508 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -4243526.000000 Penalty: 3413.032227
	Iteration 35Q: 3 clusters Score -4243526 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -4243530.500000 Penalty: 3413.032227
	Iteration 36Q: 3 clusters Score -4243530 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -4243534.500000 Penalty: 3413.032227
	Iteration 37Q: 3 clusters Score -4243534 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -4243525.000000 Penalty: 3413.032227
	Iteration 38Q: 3 clusters Score -4243525 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -4243523.000000 Penalty: 3413.032227
	Iteration 39Q: 3 clusters Score -4243523 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -4243530.500000 Penalty: 3413.032227
	Iteration 40F: 3 clusters Score -4243530 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -4243540.000000 Penalty: 3413.032227
	Iteration 41Q: 3 clusters Score -4243540 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -4243544.000000 Penalty: 3413.032227
	Iteration 42Q: 3 clusters Score -4243544 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -4243540.000000 Penalty: 3413.032227
	Iteration 43Q: 3 clusters Score -4243540 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -4243532.500000 Penalty: 3413.032227
	Iteration 44Q: 3 clusters Score -4243532 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -4243534.500000 Penalty: 3413.032227
	Iteration 45Q: 3 clusters Score -4243534 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -4243542.500000 Penalty: 3413.032227
	Iteration 46Q: 3 clusters Score -4243542 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -4243536.500000 Penalty: 3413.032227
	Iteration 47Q: 3 clusters Score -4243536 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -4243541.000000 Penalty: 3413.032227
	Iteration 48Q: 3 clusters Score -4243541 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -4243547.000000 Penalty: 3413.032227
	Iteration 49Q: 3 clusters Score -4243547 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -4243553.500000 Penalty: 3413.032227
	Iteration 50Q: 3 clusters Score -4243554 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -4243559.000000 Penalty: 3413.032227
	Iteration 51Q: 3 clusters Score -4243559 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -4243559.500000 Penalty: 3413.032227
	Iteration 52Q: 3 clusters Score -4243560 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -4243558.000000 Penalty: 3413.032227
	Iteration 53Q: 3 clusters Score -4243558 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -4243553.000000 Penalty: 3413.032227
	Iteration 54Q: 3 clusters Score -4243553 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -4243547.000000 Penalty: 3413.032227
	Iteration 55Q: 3 clusters Score -4243547 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -4243558.500000 Penalty: 3413.032227
	Iteration 56Q: 3 clusters Score -4243558 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -4243559.500000 Penalty: 3413.032227
	Iteration 57Q: 3 clusters Score -4243560 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -4243560.500000 Penalty: 3413.032227
	Iteration 58Q: 3 clusters Score -4243560 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -4243572.000000 Penalty: 3413.032227
	Iteration 59Q: 3 clusters Score -4243572 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -4243577.000000 Penalty: 3413.032227
	Iteration 60F: 3 clusters Score -4243577 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -4243578.500000 Penalty: 3413.032227
	Iteration 61Q: 3 clusters Score -4243578 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -4243566.000000 Penalty: 3413.032227
	Iteration 62Q: 3 clusters Score -4243566 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -4243576.000000 Penalty: 3413.032227
	Iteration 63Q: 3 clusters Score -4243576 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -4243578.500000 Penalty: 3413.032227
	Iteration 64Q: 3 clusters Score -4243578 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -4243586.500000 Penalty: 3413.032227
	Iteration 65Q: 3 clusters Score -4243586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26963 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -4243585.000000 Penalty: 3413.032227
	Iteration 66Q: 3 clusters Score -4243585 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26991 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -4243590.000000 Penalty: 3413.032227
	Iteration 67Q: 3 clusters Score -4243590 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -4243600.500000 Penalty: 3413.032227
	Iteration 68Q: 3 clusters Score -4243600 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27061 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -4243597.500000 Penalty: 3413.032227
	Iteration 69Q: 3 clusters Score -4243598 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -4243595.000000 Penalty: 3413.032227
	Iteration 70Q: 3 clusters Score -4243595 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -4243594.500000 Penalty: 3413.032227
	Iteration 71Q: 3 clusters Score -4243594 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27143 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -4243601.000000 Penalty: 3413.032227
	Iteration 72Q: 3 clusters Score -4243601 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -4243595.000000 Penalty: 3413.032227
	Iteration 73Q: 3 clusters Score -4243595 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -4243606.000000 Penalty: 3413.032227
	Iteration 74Q: 3 clusters Score -4243606 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -4243602.000000 Penalty: 3413.032227
	Iteration 75Q: 3 clusters Score -4243602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -4243605.000000 Penalty: 3413.032227
	Iteration 76Q: 3 clusters Score -4243605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -4243596.000000 Penalty: 3413.032227
	Iteration 77Q: 3 clusters Score -4243596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -4243598.500000 Penalty: 3413.032227
	Iteration 78Q: 3 clusters Score -4243598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -4243600.000000 Penalty: 3413.032227
	Iteration 79Q: 3 clusters Score -4243600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -4243598.000000 Penalty: 3413.032227
	Iteration 80F: 3 clusters Score -4243598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27296 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -4243598.500000 Penalty: 3413.032227
	Iteration 81Q: 3 clusters Score -4243598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -4243595.500000 Penalty: 3413.032227
	Iteration 82Q: 3 clusters Score -4243596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -4243595.000000 Penalty: 3413.032227
	Iteration 83Q: 3 clusters Score -4243595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -4243590.500000 Penalty: 3413.032227
	Iteration 84Q: 3 clusters Score -4243590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -4243597.500000 Penalty: 3413.032227
	Iteration 85Q: 3 clusters Score -4243598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -4243598.500000 Penalty: 3413.032227
	Iteration 86Q: 3 clusters Score -4243598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -4243594.000000 Penalty: 3413.032227
	Iteration 87Q: 3 clusters Score -4243594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -4243597.000000 Penalty: 3413.032227
	Iteration 88Q: 3 clusters Score -4243597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -4243596.000000 Penalty: 3413.032227
	Iteration 89Q: 3 clusters Score -4243596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -4243591.500000 Penalty: 3413.032227
	Iteration 90Q: 3 clusters Score -4243592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -4243585.000000 Penalty: 3413.032227
	Iteration 91Q: 3 clusters Score -4243585 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -4243588.000000 Penalty: 3413.032227
	Iteration 92Q: 3 clusters Score -4243588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27413 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -4243590.500000 Penalty: 3413.032227
	Iteration 93Q: 3 clusters Score -4243590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -4243583.000000 Penalty: 3413.032227
	Iteration 94Q: 3 clusters Score -4243583 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -4243583.000000 Penalty: 3413.032227
	Iteration 95Q: 3 clusters Score -4243583 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -4243579.000000 Penalty: 3413.032227
	Iteration 96Q: 3 clusters Score -4243579 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -4243579.500000 Penalty: 3413.032227
	Iteration 97Q: 3 clusters Score -4243580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -4243591.500000 Penalty: 3413.032227
	Iteration 98Q: 3 clusters Score -4243592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -4243591.500000 Penalty: 3413.032227
	Iteration 99Q: 3 clusters Score -4243592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -4243604.500000 Penalty: 3413.032227
	Iteration 100F: 3 clusters Score -4243604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -4243606.000000 Penalty: 3413.032227
	Iteration 101Q: 3 clusters Score -4243606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -4243609.500000 Penalty: 3413.032227
	Iteration 102Q: 3 clusters Score -4243610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -4243611.000000 Penalty: 3413.032227
	Iteration 103Q: 3 clusters Score -4243611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -4243610.000000 Penalty: 3413.032227
	Iteration 104Q: 3 clusters Score -4243610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -4243607.000000 Penalty: 3413.032227
	Iteration 105Q: 3 clusters Score -4243607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -4243606.500000 Penalty: 3413.032227
	Iteration 106Q: 3 clusters Score -4243606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -4243606.000000 Penalty: 3413.032227
	Iteration 107Q: 3 clusters Score -4243606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -4243598.000000 Penalty: 3413.032227
	Iteration 108Q: 3 clusters Score -4243598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -4243602.000000 Penalty: 3413.032227
	Iteration 109Q: 3 clusters Score -4243602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -4243600.000000 Penalty: 3413.032227
	Iteration 110Q: 3 clusters Score -4243600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -4243607.500000 Penalty: 3413.032227
	Iteration 111Q: 3 clusters Score -4243608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -4243608.500000 Penalty: 3413.032227
	Iteration 112Q: 3 clusters Score -4243608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -4243607.500000 Penalty: 3413.032227
	Iteration 113Q: 3 clusters Score -4243608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -4243603.500000 Penalty: 3413.032227
	Iteration 114Q: 3 clusters Score -4243604 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -4243600.000000 Penalty: 3413.032227
	Iteration 115Q: 3 clusters Score -4243600 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27728 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -4243601.500000 Penalty: 3413.032227
	Iteration 116Q: 3 clusters Score -4243602 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27746 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -4243613.000000 Penalty: 3413.032227
	Iteration 117Q: 3 clusters Score -4243613 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -4243615.500000 Penalty: 3413.032227
	Iteration 118Q: 3 clusters Score -4243616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -4243616.000000 Penalty: 3413.032227
	Iteration 119Q: 3 clusters Score -4243616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -4243619.500000 Penalty: 3413.032227
	Iteration 120F: 3 clusters Score -4243620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -4243622.500000 Penalty: 3413.032227
	Iteration 121Q: 3 clusters Score -4243622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -4243621.500000 Penalty: 3413.032227
	Iteration 122Q: 3 clusters Score -4243622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -4243622.000000 Penalty: 3413.032227
	Iteration 123Q: 3 clusters Score -4243622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -4243621.500000 Penalty: 3413.032227
	Iteration 124Q: 3 clusters Score -4243622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -4243621.500000 Penalty: 3413.032227
	Iteration 125F: 3 clusters Score -4243622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (37162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37162 members 
Entering Unmasked Estep 
Score: -4234004.000000 Penalty: 1709.994263
	Iteration 0F: 2 clusters Score -4234004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -4208843.500000 Penalty: 3419.988525
	Iteration 0F: 3 clusters Score -4208844 nChanged 17429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -4218642.500000 Penalty: 3419.988525
	Iteration 1F: 3 clusters Score -4218642 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -4219278.500000 Penalty: 3419.988525
	Iteration 2Q: 3 clusters Score -4219278 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -4220095.500000 Penalty: 3419.988525
	Iteration 3F: 3 clusters Score -4220096 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -4221067.500000 Penalty: 3419.988525
	Iteration 4F: 3 clusters Score -4221068 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -4222285.500000 Penalty: 3419.988525
	Iteration 5F: 3 clusters Score -4222286 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -4223759.500000 Penalty: 3419.988525
	Iteration 6F: 3 clusters Score -4223760 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -4225196.000000 Penalty: 3419.988525
	Iteration 7F: 3 clusters Score -4225196 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -4226462.000000 Penalty: 3419.988525
	Iteration 8F: 3 clusters Score -4226462 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 25278 members 
Entering Unmasked Estep 
Score: -4227411.500000 Penalty: 3419.988525
	Iteration 9Q: 3 clusters Score -4227412 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
Score: -4228010.500000 Penalty: 3419.988525
	Iteration 10Q: 3 clusters Score -4228010 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 26495 members 
Entering Unmasked Estep 
Score: -4228418.000000 Penalty: 3419.988525
	Iteration 11Q: 3 clusters Score -4228418 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -4228739.000000 Penalty: 3419.988525
	Iteration 12Q: 3 clusters Score -4228739 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -4228998.000000 Penalty: 3419.988525
	Iteration 13Q: 3 clusters Score -4228998 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -4229241.000000 Penalty: 3419.988525
	Iteration 14Q: 3 clusters Score -4229241 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 28665 members 
Entering Unmasked Estep 
Score: -4229486.500000 Penalty: 3419.988525
	Iteration 15Q: 3 clusters Score -4229486 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
Score: -4229699.500000 Penalty: 3419.988525
	Iteration 16Q: 3 clusters Score -4229700 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -4229881.000000 Penalty: 3419.988525
	Iteration 17Q: 3 clusters Score -4229881 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 30003 members 
Entering Unmasked Estep 
Score: -4230051.500000 Penalty: 3419.988525
	Iteration 18Q: 3 clusters Score -4230052 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -4230219.000000 Penalty: 3419.988525
	Iteration 19Q: 3 clusters Score -4230219 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 30770 members 
Entering Unmasked Estep 
Score: -4230368.000000 Penalty: 3419.988525
	Iteration 20F: 3 clusters Score -4230368 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -4230506.000000 Penalty: 3419.988525
	Iteration 21Q: 3 clusters Score -4230506 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -4230649.000000 Penalty: 3419.988525
	Iteration 22Q: 3 clusters Score -4230649 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 31796 members 
Entering Unmasked Estep 
Score: -4230820.000000 Penalty: 3419.988525
	Iteration 23Q: 3 clusters Score -4230820 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 32122 members 
Entering Unmasked Estep 
Score: -4230978.500000 Penalty: 3419.988525
	Iteration 24Q: 3 clusters Score -4230978 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -4231123.000000 Penalty: 3419.988525
	Iteration 25Q: 3 clusters Score -4231123 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 32661 members 
Entering Unmasked Estep 
Score: -4231198.000000 Penalty: 3419.988525
	Iteration 26Q: 3 clusters Score -4231198 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 32874 members 
Entering Unmasked Estep 
Score: -4231297.500000 Penalty: 3419.988525
	Iteration 27Q: 3 clusters Score -4231298 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 33064 members 
Entering Unmasked Estep 
Score: -4231384.000000 Penalty: 3419.988525
	Iteration 28Q: 3 clusters Score -4231384 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 33257 members 
Entering Unmasked Estep 
Score: -4231462.500000 Penalty: 3419.988525
	Iteration 29Q: 3 clusters Score -4231462 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 33445 members 
Entering Unmasked Estep 
Score: -4231547.500000 Penalty: 3419.988525
	Iteration 30Q: 3 clusters Score -4231548 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 33615 members 
Entering Unmasked Estep 
Score: -4231589.500000 Penalty: 3419.988525
	Iteration 31Q: 3 clusters Score -4231590 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 33776 members 
Entering Unmasked Estep 
Score: -4231649.500000 Penalty: 3419.988525
	Iteration 32Q: 3 clusters Score -4231650 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 33931 members 
Entering Unmasked Estep 
Score: -4231685.500000 Penalty: 3419.988525
	Iteration 33Q: 3 clusters Score -4231686 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
Score: -4231746.000000 Penalty: 3419.988525
	Iteration 34Q: 3 clusters Score -4231746 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 34233 members 
Entering Unmasked Estep 
Score: -4231799.000000 Penalty: 3419.988525
	Iteration 35Q: 3 clusters Score -4231799 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 34368 members 
Entering Unmasked Estep 
Score: -4231846.000000 Penalty: 3419.988525
	Iteration 36Q: 3 clusters Score -4231846 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 34483 members 
Entering Unmasked Estep 
Score: -4231883.500000 Penalty: 3419.988525
	Iteration 37Q: 3 clusters Score -4231884 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 34588 members 
Entering Unmasked Estep 
Score: -4231929.000000 Penalty: 3419.988525
	Iteration 38Q: 3 clusters Score -4231929 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 34690 members 
Entering Unmasked Estep 
Score: -4231964.000000 Penalty: 3419.988525
	Iteration 39Q: 3 clusters Score -4231964 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 34772 members 
Entering Unmasked Estep 
Score: -4231991.500000 Penalty: 3419.988525
	Iteration 40F: 3 clusters Score -4231992 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 34851 members 
Entering Unmasked Estep 
Score: -4231993.000000 Penalty: 3419.988525
	Iteration 41Q: 3 clusters Score -4231993 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 34938 members 
Entering Unmasked Estep 
Score: -4232042.500000 Penalty: 3419.988525
	Iteration 42Q: 3 clusters Score -4232042 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 35012 members 
Entering Unmasked Estep 
Score: -4232070.500000 Penalty: 3419.988525
	Iteration 43Q: 3 clusters Score -4232070 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 35079 members 
Entering Unmasked Estep 
Score: -4232094.500000 Penalty: 3419.988525
	Iteration 44Q: 3 clusters Score -4232094 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 35131 members 
Entering Unmasked Estep 
Score: -4232104.500000 Penalty: 3419.988525
	Iteration 45Q: 3 clusters Score -4232104 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 35186 members 
Entering Unmasked Estep 
Score: -4232122.000000 Penalty: 3419.988525
	Iteration 46Q: 3 clusters Score -4232122 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 35242 members 
Entering Unmasked Estep 
Score: -4232136.500000 Penalty: 3419.988525
	Iteration 47Q: 3 clusters Score -4232136 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 35297 members 
Entering Unmasked Estep 
Score: -4232142.500000 Penalty: 3419.988525
	Iteration 48Q: 3 clusters Score -4232142 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 35345 members 
Entering Unmasked Estep 
Score: -4232154.500000 Penalty: 3419.988525
	Iteration 49Q: 3 clusters Score -4232154 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 35394 members 
Entering Unmasked Estep 
Score: -4232179.500000 Penalty: 3419.988525
	Iteration 50Q: 3 clusters Score -4232180 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 35452 members 
Entering Unmasked Estep 
Score: -4232196.500000 Penalty: 3419.988525
	Iteration 51Q: 3 clusters Score -4232196 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -4232209.500000 Penalty: 3419.988525
	Iteration 52Q: 3 clusters Score -4232210 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 35543 members 
Entering Unmasked Estep 
Score: -4232231.000000 Penalty: 3419.988525
	Iteration 53Q: 3 clusters Score -4232231 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 35591 members 
Entering Unmasked Estep 
Score: -4232244.500000 Penalty: 3419.988525
	Iteration 54Q: 3 clusters Score -4232244 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 35643 members 
Entering Unmasked Estep 
Score: -4232251.500000 Penalty: 3419.988525
	Iteration 55Q: 3 clusters Score -4232252 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 35674 members 
Entering Unmasked Estep 
Score: -4232268.000000 Penalty: 3419.988525
	Iteration 56Q: 3 clusters Score -4232268 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 35706 members 
Entering Unmasked Estep 
Score: -4232275.000000 Penalty: 3419.988525
	Iteration 57Q: 3 clusters Score -4232275 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 35742 members 
Entering Unmasked Estep 
Score: -4232296.500000 Penalty: 3419.988525
	Iteration 58Q: 3 clusters Score -4232296 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 35765 members 
Entering Unmasked Estep 
Score: -4232301.000000 Penalty: 3419.988525
	Iteration 59Q: 3 clusters Score -4232301 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 35790 members 
Entering Unmasked Estep 
Score: -4232304.000000 Penalty: 3419.988525
	Iteration 60F: 3 clusters Score -4232304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -4232302.000000 Penalty: 3419.988525
	Iteration 61Q: 3 clusters Score -4232302 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 35825 members 
Entering Unmasked Estep 
Score: -4232310.000000 Penalty: 3419.988525
	Iteration 62Q: 3 clusters Score -4232310 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -4232319.000000 Penalty: 3419.988525
	Iteration 63Q: 3 clusters Score -4232319 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 35864 members 
Entering Unmasked Estep 
Score: -4232327.500000 Penalty: 3419.988525
	Iteration 64Q: 3 clusters Score -4232328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 35883 members 
Entering Unmasked Estep 
Score: -4232325.500000 Penalty: 3419.988525
	Iteration 65Q: 3 clusters Score -4232326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
Score: -4232337.500000 Penalty: 3419.988525
	Iteration 66Q: 3 clusters Score -4232338 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 35918 members 
Entering Unmasked Estep 
Score: -4232348.500000 Penalty: 3419.988525
	Iteration 67Q: 3 clusters Score -4232348 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 35938 members 
Entering Unmasked Estep 
Score: -4232359.000000 Penalty: 3419.988525
	Iteration 68Q: 3 clusters Score -4232359 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 35953 members 
Entering Unmasked Estep 
Score: -4232367.000000 Penalty: 3419.988525
	Iteration 69Q: 3 clusters Score -4232367 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 35977 members 
Entering Unmasked Estep 
Score: -4232382.500000 Penalty: 3419.988525
	Iteration 70Q: 3 clusters Score -4232382 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 36008 members 
Entering Unmasked Estep 
Score: -4232393.000000 Penalty: 3419.988525
	Iteration 71Q: 3 clusters Score -4232393 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 36035 members 
Entering Unmasked Estep 
Score: -4232402.500000 Penalty: 3419.988525
	Iteration 72Q: 3 clusters Score -4232402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 36057 members 
Entering Unmasked Estep 
Score: -4232408.000000 Penalty: 3419.988525
	Iteration 73Q: 3 clusters Score -4232408 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 36079 members 
Entering Unmasked Estep 
Score: -4232416.500000 Penalty: 3419.988525
	Iteration 74Q: 3 clusters Score -4232416 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 36097 members 
Entering Unmasked Estep 
Score: -4232416.500000 Penalty: 3419.988525
	Iteration 75Q: 3 clusters Score -4232416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 36106 members 
Entering Unmasked Estep 
Score: -4232418.000000 Penalty: 3419.988525
	Iteration 76Q: 3 clusters Score -4232418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -4232419.500000 Penalty: 3419.988525
	Iteration 77Q: 3 clusters Score -4232420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -4232421.000000 Penalty: 3419.988525
	Iteration 78Q: 3 clusters Score -4232421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 36139 members 
Entering Unmasked Estep 
Score: -4232433.500000 Penalty: 3419.988525
	Iteration 79Q: 3 clusters Score -4232434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 36151 members 
Entering Unmasked Estep 
Score: -4232427.500000 Penalty: 3419.988525
	Iteration 80F: 3 clusters Score -4232428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 36161 members 
Entering Unmasked Estep 
Score: -4232433.500000 Penalty: 3419.988525
	Iteration 81Q: 3 clusters Score -4232434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 36167 members 
Entering Unmasked Estep 
Score: -4232436.500000 Penalty: 3419.988525
	Iteration 82Q: 3 clusters Score -4232436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 36176 members 
Entering Unmasked Estep 
Score: -4232437.000000 Penalty: 3419.988525
	Iteration 83Q: 3 clusters Score -4232437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 36183 members 
Entering Unmasked Estep 
Score: -4232436.500000 Penalty: 3419.988525
	Iteration 84Q: 3 clusters Score -4232436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 36193 members 
Entering Unmasked Estep 
Score: -4232443.000000 Penalty: 3419.988525
	Iteration 85Q: 3 clusters Score -4232443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 36197 members 
Entering Unmasked Estep 
Score: -4232441.500000 Penalty: 3419.988525
	Iteration 86Q: 3 clusters Score -4232442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 36203 members 
Entering Unmasked Estep 
Score: -4232442.000000 Penalty: 3419.988525
	Iteration 87Q: 3 clusters Score -4232442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 36205 members 
Entering Unmasked Estep 
Score: -4232445.000000 Penalty: 3419.988525
	Iteration 88Q: 3 clusters Score -4232445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 36209 members 
Entering Unmasked Estep 
Score: -4232450.500000 Penalty: 3419.988525
	Iteration 89Q: 3 clusters Score -4232450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 36214 members 
Entering Unmasked Estep 
Score: -4232452.000000 Penalty: 3419.988525
	Iteration 90Q: 3 clusters Score -4232452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
Score: -4232444.500000 Penalty: 3419.988525
	Iteration 91Q: 3 clusters Score -4232444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 36222 members 
Entering Unmasked Estep 
Score: -4232446.000000 Penalty: 3419.988525
	Iteration 92Q: 3 clusters Score -4232446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 36224 members 
Entering Unmasked Estep 
Score: -4232446.500000 Penalty: 3419.988525
	Iteration 93Q: 3 clusters Score -4232446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
Score: -4232446.500000 Penalty: 3419.988525
	Iteration 94Q: 3 clusters Score -4232446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 36229 members 
Entering Unmasked Estep 
Score: -4232448.000000 Penalty: 3419.988525
	Iteration 95Q: 3 clusters Score -4232448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 36232 members 
Entering Unmasked Estep 
Score: -4232451.000000 Penalty: 3419.988525
	Iteration 96Q: 3 clusters Score -4232451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 36235 members 
Entering Unmasked Estep 
Score: -4232448.000000 Penalty: 3419.988525
	Iteration 97Q: 3 clusters Score -4232448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 36238 members 
Entering Unmasked Estep 
Score: -4232451.000000 Penalty: 3419.988525
	Iteration 98Q: 3 clusters Score -4232451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 36239 members 
Entering Unmasked Estep 
Score: -4232453.000000 Penalty: 3419.988525
	Iteration 99Q: 3 clusters Score -4232453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 36239 members 
Entering Unmasked Estep 
Score: -4232453.000000 Penalty: 3419.988525
	Iteration 100F: 3 clusters Score -4232453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (32199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32199 members 
Entering Unmasked Estep 
Score: -3857471.750000 Penalty: 1686.699829
	Iteration 0F: 2 clusters Score -3857472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -3835791.000000 Penalty: 3373.399658
	Iteration 0F: 3 clusters Score -3835791 nChanged 14841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -3844069.000000 Penalty: 3373.399658
	Iteration 1F: 3 clusters Score -3844069 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -3844392.750000 Penalty: 3373.399658
	Iteration 2Q: 3 clusters Score -3844393 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -3844722.500000 Penalty: 3373.399658
	Iteration 3Q: 3 clusters Score -3844722 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -3845065.750000 Penalty: 3373.399658
	Iteration 4Q: 3 clusters Score -3845066 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -3845415.250000 Penalty: 3373.399658
	Iteration 5Q: 3 clusters Score -3845415 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -3845842.500000 Penalty: 3373.399658
	Iteration 6Q: 3 clusters Score -3845842 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -3846288.500000 Penalty: 3373.399658
	Iteration 7Q: 3 clusters Score -3846288 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -3846824.500000 Penalty: 3373.399658
	Iteration 8Q: 3 clusters Score -3846824 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -3847514.000000 Penalty: 3373.399658
	Iteration 9Q: 3 clusters Score -3847514 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -3848343.500000 Penalty: 3373.399658
	Iteration 10Q: 3 clusters Score -3848344 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -3849298.250000 Penalty: 3373.399658
	Iteration 11Q: 3 clusters Score -3849298 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -3850185.000000 Penalty: 3373.399658
	Iteration 12Q: 3 clusters Score -3850185 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -3850767.750000 Penalty: 3373.399658
	Iteration 13Q: 3 clusters Score -3850768 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -3851089.000000 Penalty: 3373.399658
	Iteration 14Q: 3 clusters Score -3851089 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -3851251.750000 Penalty: 3373.399658
	Iteration 15Q: 3 clusters Score -3851252 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -3851353.250000 Penalty: 3373.399658
	Iteration 16Q: 3 clusters Score -3851353 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -3851439.750000 Penalty: 3373.399658
	Iteration 17Q: 3 clusters Score -3851440 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -3851526.750000 Penalty: 3373.399658
	Iteration 18Q: 3 clusters Score -3851527 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -3851633.750000 Penalty: 3373.399658
	Iteration 19Q: 3 clusters Score -3851634 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -3851724.000000 Penalty: 3373.399658
	Iteration 20F: 3 clusters Score -3851724 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -3851815.500000 Penalty: 3373.399658
	Iteration 21Q: 3 clusters Score -3851816 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -3851929.000000 Penalty: 3373.399658
	Iteration 22Q: 3 clusters Score -3851929 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -3852057.000000 Penalty: 3373.399658
	Iteration 23Q: 3 clusters Score -3852057 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -3852146.000000 Penalty: 3373.399658
	Iteration 24Q: 3 clusters Score -3852146 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -3852210.000000 Penalty: 3373.399658
	Iteration 25Q: 3 clusters Score -3852210 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -3852308.750000 Penalty: 3373.399658
	Iteration 26Q: 3 clusters Score -3852309 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -3852403.000000 Penalty: 3373.399658
	Iteration 27Q: 3 clusters Score -3852403 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -3852486.500000 Penalty: 3373.399658
	Iteration 28Q: 3 clusters Score -3852486 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -3852596.000000 Penalty: 3373.399658
	Iteration 29Q: 3 clusters Score -3852596 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -3852720.000000 Penalty: 3373.399658
	Iteration 30Q: 3 clusters Score -3852720 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -3852845.000000 Penalty: 3373.399658
	Iteration 31Q: 3 clusters Score -3852845 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -3852959.500000 Penalty: 3373.399658
	Iteration 32Q: 3 clusters Score -3852960 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -3853066.000000 Penalty: 3373.399658
	Iteration 33Q: 3 clusters Score -3853066 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -3853159.750000 Penalty: 3373.399658
	Iteration 34Q: 3 clusters Score -3853160 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -3853245.750000 Penalty: 3373.399658
	Iteration 35Q: 3 clusters Score -3853246 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -3853326.250000 Penalty: 3373.399658
	Iteration 36Q: 3 clusters Score -3853326 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -3853447.750000 Penalty: 3373.399658
	Iteration 37Q: 3 clusters Score -3853448 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -3853533.750000 Penalty: 3373.399658
	Iteration 38Q: 3 clusters Score -3853534 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -3853650.000000 Penalty: 3373.399658
	Iteration 39Q: 3 clusters Score -3853650 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -3853760.250000 Penalty: 3373.399658
	Iteration 40F: 3 clusters Score -3853760 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -3853857.000000 Penalty: 3373.399658
	Iteration 41Q: 3 clusters Score -3853857 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -3853955.250000 Penalty: 3373.399658
	Iteration 42Q: 3 clusters Score -3853955 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -3854034.750000 Penalty: 3373.399658
	Iteration 43Q: 3 clusters Score -3854035 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -3854116.250000 Penalty: 3373.399658
	Iteration 44Q: 3 clusters Score -3854116 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -3854197.250000 Penalty: 3373.399658
	Iteration 45Q: 3 clusters Score -3854197 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -3854248.500000 Penalty: 3373.399658
	Iteration 46Q: 3 clusters Score -3854248 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -3854282.750000 Penalty: 3373.399658
	Iteration 47Q: 3 clusters Score -3854283 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -3854316.000000 Penalty: 3373.399658
	Iteration 48Q: 3 clusters Score -3854316 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -3854365.500000 Penalty: 3373.399658
	Iteration 49Q: 3 clusters Score -3854366 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -3854402.500000 Penalty: 3373.399658
	Iteration 50Q: 3 clusters Score -3854402 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -3854426.000000 Penalty: 3373.399658
	Iteration 51Q: 3 clusters Score -3854426 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -3854467.250000 Penalty: 3373.399658
	Iteration 52Q: 3 clusters Score -3854467 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -3854483.500000 Penalty: 3373.399658
	Iteration 53Q: 3 clusters Score -3854484 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26894 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -3854515.750000 Penalty: 3373.399658
	Iteration 54Q: 3 clusters Score -3854516 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27020 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -3854542.250000 Penalty: 3373.399658
	Iteration 55Q: 3 clusters Score -3854542 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -3854565.000000 Penalty: 3373.399658
	Iteration 56Q: 3 clusters Score -3854565 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -3854600.500000 Penalty: 3373.399658
	Iteration 57Q: 3 clusters Score -3854600 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -3854621.250000 Penalty: 3373.399658
	Iteration 58Q: 3 clusters Score -3854621 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -3854650.500000 Penalty: 3373.399658
	Iteration 59Q: 3 clusters Score -3854650 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -3854663.250000 Penalty: 3373.399658
	Iteration 60F: 3 clusters Score -3854663 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27665 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -3854693.250000 Penalty: 3373.399658
	Iteration 61Q: 3 clusters Score -3854693 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -3854716.750000 Penalty: 3373.399658
	Iteration 62Q: 3 clusters Score -3854717 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -3854735.000000 Penalty: 3373.399658
	Iteration 63Q: 3 clusters Score -3854735 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -3854751.500000 Penalty: 3373.399658
	Iteration 64Q: 3 clusters Score -3854752 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -3854764.500000 Penalty: 3373.399658
	Iteration 65Q: 3 clusters Score -3854764 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -3854787.250000 Penalty: 3373.399658
	Iteration 66Q: 3 clusters Score -3854787 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -3854812.750000 Penalty: 3373.399658
	Iteration 67Q: 3 clusters Score -3854813 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -3854814.250000 Penalty: 3373.399658
	Iteration 68Q: 3 clusters Score -3854814 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -3854852.750000 Penalty: 3373.399658
	Iteration 69Q: 3 clusters Score -3854853 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28552 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -3854868.750000 Penalty: 3373.399658
	Iteration 70Q: 3 clusters Score -3854869 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -3854879.250000 Penalty: 3373.399658
	Iteration 71Q: 3 clusters Score -3854879 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -3854893.500000 Penalty: 3373.399658
	Iteration 72Q: 3 clusters Score -3854894 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -3854919.250000 Penalty: 3373.399658
	Iteration 73Q: 3 clusters Score -3854919 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -3854948.500000 Penalty: 3373.399658
	Iteration 74Q: 3 clusters Score -3854948 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29052 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -3854981.000000 Penalty: 3373.399658
	Iteration 75Q: 3 clusters Score -3854981 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29172 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -3855008.750000 Penalty: 3373.399658
	Iteration 76Q: 3 clusters Score -3855009 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -3855039.500000 Penalty: 3373.399658
	Iteration 77Q: 3 clusters Score -3855040 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -3855048.250000 Penalty: 3373.399658
	Iteration 78Q: 3 clusters Score -3855048 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -3855080.250000 Penalty: 3373.399658
	Iteration 79Q: 3 clusters Score -3855080 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -3855113.000000 Penalty: 3373.399658
	Iteration 80F: 3 clusters Score -3855113 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29742 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -3855148.500000 Penalty: 3373.399658
	Iteration 81Q: 3 clusters Score -3855148 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -3855195.250000 Penalty: 3373.399658
	Iteration 82Q: 3 clusters Score -3855195 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29990 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -3855236.000000 Penalty: 3373.399658
	Iteration 83Q: 3 clusters Score -3855236 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30104 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -3855275.500000 Penalty: 3373.399658
	Iteration 84Q: 3 clusters Score -3855276 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30205 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -3855299.000000 Penalty: 3373.399658
	Iteration 85Q: 3 clusters Score -3855299 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3855325.750000 Penalty: 3373.399658
	Iteration 86Q: 3 clusters Score -3855326 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -3855362.750000 Penalty: 3373.399658
	Iteration 87Q: 3 clusters Score -3855363 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30503 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3855407.750000 Penalty: 3373.399658
	Iteration 88Q: 3 clusters Score -3855408 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3855452.250000 Penalty: 3373.399658
	Iteration 89Q: 3 clusters Score -3855452 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3855495.250000 Penalty: 3373.399658
	Iteration 90Q: 3 clusters Score -3855495 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30818 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -3855535.500000 Penalty: 3373.399658
	Iteration 91Q: 3 clusters Score -3855536 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30902 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3855565.500000 Penalty: 3373.399658
	Iteration 92Q: 3 clusters Score -3855566 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30989 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3855610.500000 Penalty: 3373.399658
	Iteration 93Q: 3 clusters Score -3855610 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3855656.500000 Penalty: 3373.399658
	Iteration 94Q: 3 clusters Score -3855656 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31154 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3855698.750000 Penalty: 3373.399658
	Iteration 95Q: 3 clusters Score -3855699 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -3855728.750000 Penalty: 3373.399658
	Iteration 96Q: 3 clusters Score -3855729 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3855764.000000 Penalty: 3373.399658
	Iteration 97Q: 3 clusters Score -3855764 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31347 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3855803.500000 Penalty: 3373.399658
	Iteration 98Q: 3 clusters Score -3855804 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3855811.250000 Penalty: 3373.399658
	Iteration 99Q: 3 clusters Score -3855811 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31426 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3855834.500000 Penalty: 3373.399658
	Iteration 100F: 3 clusters Score -3855834 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31451 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3855842.000000 Penalty: 3373.399658
	Iteration 101Q: 3 clusters Score -3855842 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31482 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3855851.750000 Penalty: 3373.399658
	Iteration 102Q: 3 clusters Score -3855852 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31512 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3855873.500000 Penalty: 3373.399658
	Iteration 103Q: 3 clusters Score -3855874 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31536 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3855884.750000 Penalty: 3373.399658
	Iteration 104Q: 3 clusters Score -3855885 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31564 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3855906.750000 Penalty: 3373.399658
	Iteration 105Q: 3 clusters Score -3855907 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31590 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3855922.750000 Penalty: 3373.399658
	Iteration 106Q: 3 clusters Score -3855923 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3855932.000000 Penalty: 3373.399658
	Iteration 107Q: 3 clusters Score -3855932 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31632 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3855950.250000 Penalty: 3373.399658
	Iteration 108Q: 3 clusters Score -3855950 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31656 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3855961.250000 Penalty: 3373.399658
	Iteration 109Q: 3 clusters Score -3855961 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3855975.250000 Penalty: 3373.399658
	Iteration 110Q: 3 clusters Score -3855975 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31684 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3855987.500000 Penalty: 3373.399658
	Iteration 111Q: 3 clusters Score -3855988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31696 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3855991.250000 Penalty: 3373.399658
	Iteration 112Q: 3 clusters Score -3855991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3855998.500000 Penalty: 3373.399658
	Iteration 113Q: 3 clusters Score -3855998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31708 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3855999.000000 Penalty: 3373.399658
	Iteration 114Q: 3 clusters Score -3855999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31710 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3855999.500000 Penalty: 3373.399658
	Iteration 115Q: 3 clusters Score -3856000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3855997.000000 Penalty: 3373.399658
	Iteration 116Q: 3 clusters Score -3855997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3855997.000000 Penalty: 3373.399658
	Iteration 117F: 3 clusters Score -3855997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Entering Unmasked Estep 
Score: -1784199.500000 Penalty: 1576.373291
	Iteration 0F: 2 clusters Score -1784200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1773008.250000 Penalty: 3152.746582
	Iteration 0F: 3 clusters Score -1773008 nChanged 7277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1776909.250000 Penalty: 3152.746582
	Iteration 1F: 3 clusters Score -1776909 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1777179.000000 Penalty: 3152.746582
	Iteration 2F: 3 clusters Score -1777179 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1777386.125000 Penalty: 3152.746582
	Iteration 3Q: 3 clusters Score -1777386 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1777615.125000 Penalty: 3152.746582
	Iteration 4Q: 3 clusters Score -1777615 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1777856.375000 Penalty: 3152.746582
	Iteration 5Q: 3 clusters Score -1777856 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1778123.375000 Penalty: 3152.746582
	Iteration 6Q: 3 clusters Score -1778123 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1778477.125000 Penalty: 3152.746582
	Iteration 7Q: 3 clusters Score -1778477 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1778919.250000 Penalty: 3152.746582
	Iteration 8Q: 3 clusters Score -1778919 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -1779468.500000 Penalty: 3152.746582
	Iteration 9Q: 3 clusters Score -1779468 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1780046.375000 Penalty: 3152.746582
	Iteration 10F: 3 clusters Score -1780046 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -1780609.125000 Penalty: 3152.746582
	Iteration 11Q: 3 clusters Score -1780609 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -1781115.125000 Penalty: 3152.746582
	Iteration 12Q: 3 clusters Score -1781115 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1781532.750000 Penalty: 3152.746582
	Iteration 13Q: 3 clusters Score -1781533 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -1781848.125000 Penalty: 3152.746582
	Iteration 14Q: 3 clusters Score -1781848 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -1782123.875000 Penalty: 3152.746582
	Iteration 15Q: 3 clusters Score -1782124 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -1782265.250000 Penalty: 3152.746582
	Iteration 16Q: 3 clusters Score -1782265 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -1782370.500000 Penalty: 3152.746582
	Iteration 17Q: 3 clusters Score -1782370 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -1782456.125000 Penalty: 3152.746582
	Iteration 18Q: 3 clusters Score -1782456 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -1782528.375000 Penalty: 3152.746582
	Iteration 19Q: 3 clusters Score -1782528 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -1782581.000000 Penalty: 3152.746582
	Iteration 20F: 3 clusters Score -1782581 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -1782629.500000 Penalty: 3152.746582
	Iteration 21Q: 3 clusters Score -1782630 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -1782668.875000 Penalty: 3152.746582
	Iteration 22Q: 3 clusters Score -1782669 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -1782689.500000 Penalty: 3152.746582
	Iteration 23Q: 3 clusters Score -1782690 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -1782709.000000 Penalty: 3152.746582
	Iteration 24Q: 3 clusters Score -1782709 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -1782721.250000 Penalty: 3152.746582
	Iteration 25Q: 3 clusters Score -1782721 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -1782728.250000 Penalty: 3152.746582
	Iteration 26Q: 3 clusters Score -1782728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -1782739.375000 Penalty: 3152.746582
	Iteration 27Q: 3 clusters Score -1782739 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -1782743.500000 Penalty: 3152.746582
	Iteration 28Q: 3 clusters Score -1782744 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -1782748.875000 Penalty: 3152.746582
	Iteration 29Q: 3 clusters Score -1782749 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -1782756.500000 Penalty: 3152.746582
	Iteration 30Q: 3 clusters Score -1782756 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -1782760.250000 Penalty: 3152.746582
	Iteration 31Q: 3 clusters Score -1782760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -1782760.875000 Penalty: 3152.746582
	Iteration 32Q: 3 clusters Score -1782761 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -1782763.125000 Penalty: 3152.746582
	Iteration 33Q: 3 clusters Score -1782763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -1782766.875000 Penalty: 3152.746582
	Iteration 34Q: 3 clusters Score -1782767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -1782773.250000 Penalty: 3152.746582
	Iteration 35Q: 3 clusters Score -1782773 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -1782777.625000 Penalty: 3152.746582
	Iteration 36Q: 3 clusters Score -1782778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -1782786.000000 Penalty: 3152.746582
	Iteration 37Q: 3 clusters Score -1782786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -1782792.750000 Penalty: 3152.746582
	Iteration 38Q: 3 clusters Score -1782793 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -1782796.125000 Penalty: 3152.746582
	Iteration 39Q: 3 clusters Score -1782796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -1782801.625000 Penalty: 3152.746582
	Iteration 40F: 3 clusters Score -1782802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -1782804.875000 Penalty: 3152.746582
	Iteration 41Q: 3 clusters Score -1782805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -1782807.375000 Penalty: 3152.746582
	Iteration 42Q: 3 clusters Score -1782807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -1782809.875000 Penalty: 3152.746582
	Iteration 43Q: 3 clusters Score -1782810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -1782818.125000 Penalty: 3152.746582
	Iteration 44Q: 3 clusters Score -1782818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -1782824.875000 Penalty: 3152.746582
	Iteration 45Q: 3 clusters Score -1782825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -1782826.500000 Penalty: 3152.746582
	Iteration 46Q: 3 clusters Score -1782826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -1782828.750000 Penalty: 3152.746582
	Iteration 47Q: 3 clusters Score -1782829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -1782833.125000 Penalty: 3152.746582
	Iteration 48Q: 3 clusters Score -1782833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -1782836.875000 Penalty: 3152.746582
	Iteration 49Q: 3 clusters Score -1782837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -1782840.625000 Penalty: 3152.746582
	Iteration 50Q: 3 clusters Score -1782841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -1782839.250000 Penalty: 3152.746582
	Iteration 51Q: 3 clusters Score -1782839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -1782841.000000 Penalty: 3152.746582
	Iteration 52Q: 3 clusters Score -1782841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -1782843.875000 Penalty: 3152.746582
	Iteration 53Q: 3 clusters Score -1782844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -1782843.875000 Penalty: 3152.746582
	Iteration 54F: 3 clusters Score -1782844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Entering Unmasked Estep 
Score: -898810.812500 Penalty: 1453.149902
	Iteration 0F: 2 clusters Score -898810.8 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 3859 members 
Entering Unmasked Estep 
Score: -893127.375000 Penalty: 2906.299805
	Iteration 0F: 3 clusters Score -893127.4 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -894859.812500 Penalty: 2906.299805
	Iteration 1F: 3 clusters Score -894859.8 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -895073.000000 Penalty: 2906.299805
	Iteration 2F: 3 clusters Score -895073 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -895187.250000 Penalty: 2906.299805
	Iteration 3Q: 3 clusters Score -895187.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -895291.937500 Penalty: 2906.299805
	Iteration 4Q: 3 clusters Score -895291.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -895380.312500 Penalty: 2906.299805
	Iteration 5Q: 3 clusters Score -895380.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -895502.125000 Penalty: 2906.299805
	Iteration 6Q: 3 clusters Score -895502.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -895659.437500 Penalty: 2906.299805
	Iteration 7Q: 3 clusters Score -895659.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -895860.750000 Penalty: 2906.299805
	Iteration 8Q: 3 clusters Score -895860.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -896100.875000 Penalty: 2906.299805
	Iteration 9Q: 3 clusters Score -896100.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -896343.750000 Penalty: 2906.299805
	Iteration 10Q: 3 clusters Score -896343.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -896571.875000 Penalty: 2906.299805
	Iteration 11Q: 3 clusters Score -896571.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -896790.750000 Penalty: 2906.299805
	Iteration 12Q: 3 clusters Score -896790.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -896978.875000 Penalty: 2906.299805
	Iteration 13Q: 3 clusters Score -896978.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -897123.000000 Penalty: 2906.299805
	Iteration 14Q: 3 clusters Score -897123 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -897236.437500 Penalty: 2906.299805
	Iteration 15Q: 3 clusters Score -897236.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -897324.125000 Penalty: 2906.299805
	Iteration 16Q: 3 clusters Score -897324.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -897383.625000 Penalty: 2906.299805
	Iteration 17Q: 3 clusters Score -897383.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -897422.937500 Penalty: 2906.299805
	Iteration 18Q: 3 clusters Score -897422.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -897450.125000 Penalty: 2906.299805
	Iteration 19Q: 3 clusters Score -897450.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -897478.562500 Penalty: 2906.299805
	Iteration 20F: 3 clusters Score -897478.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -897496.187500 Penalty: 2906.299805
	Iteration 21Q: 3 clusters Score -897496.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -897507.500000 Penalty: 2906.299805
	Iteration 22Q: 3 clusters Score -897507.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -897513.937500 Penalty: 2906.299805
	Iteration 23Q: 3 clusters Score -897513.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -897515.875000 Penalty: 2906.299805
	Iteration 24Q: 3 clusters Score -897515.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -897518.687500 Penalty: 2906.299805
	Iteration 25Q: 3 clusters Score -897518.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -897523.000000 Penalty: 2906.299805
	Iteration 26Q: 3 clusters Score -897523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -897523.250000 Penalty: 2906.299805
	Iteration 27Q: 3 clusters Score -897523.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -897523.250000 Penalty: 2906.299805
	Iteration 28F: 3 clusters Score -897523.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (80372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80372 members 
Entering Unmasked Estep 
Score: -9146279.000000 Penalty: 1835.343384
	Iteration 0F: 2 clusters Score -9146279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40073 members 
Mstep: Class 2 contains 40299 members 
Entering Unmasked Estep 
Score: -9092284.000000 Penalty: 3670.686768
	Iteration 0F: 3 clusters Score -9092284 nChanged 38433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38798 members 
Mstep: Class 2 contains 41574 members 
Entering Unmasked Estep 
Score: -9114382.000000 Penalty: 3670.686768
	Iteration 1F: 3 clusters Score -9114382 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37736 members 
Mstep: Class 2 contains 42636 members 
Entering Unmasked Estep 
Score: -9115088.000000 Penalty: 3670.686768
	Iteration 2Q: 3 clusters Score -9115088 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36047 members 
Mstep: Class 2 contains 44325 members 
Entering Unmasked Estep 
Score: -9116147.000000 Penalty: 3670.686768
	Iteration 3Q: 3 clusters Score -9116147 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33595 members 
Mstep: Class 2 contains 46777 members 
Entering Unmasked Estep 
Score: -9117840.000000 Penalty: 3670.686768
	Iteration 4Q: 3 clusters Score -9117840 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 50133 members 
Entering Unmasked Estep 
Score: -9120241.000000 Penalty: 3670.686768
	Iteration 5F: 3 clusters Score -9120241 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 54320 members 
Entering Unmasked Estep 
Score: -9123507.000000 Penalty: 3670.686768
	Iteration 6F: 3 clusters Score -9123507 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 59126 members 
Entering Unmasked Estep 
Score: -9127686.000000 Penalty: 3670.686768
	Iteration 7F: 3 clusters Score -9127686 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 63774 members 
Entering Unmasked Estep 
Score: -9131895.000000 Penalty: 3670.686768
	Iteration 8F: 3 clusters Score -9131895 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 67784 members 
Entering Unmasked Estep 
Score: -9135487.000000 Penalty: 3670.686768
	Iteration 9F: 3 clusters Score -9135487 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 70838 members 
Entering Unmasked Estep 
Score: -9138114.000000 Penalty: 3670.686768
	Iteration 10Q: 3 clusters Score -9138114 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 73180 members 
Entering Unmasked Estep 
Score: -9139961.000000 Penalty: 3670.686768
	Iteration 11Q: 3 clusters Score -9139961 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 75017 members 
Entering Unmasked Estep 
Score: -9141348.000000 Penalty: 3670.686768
	Iteration 12Q: 3 clusters Score -9141348 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 76431 members 
Entering Unmasked Estep 
Score: -9142309.000000 Penalty: 3670.686768
	Iteration 13Q: 3 clusters Score -9142309 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 77477 members 
Entering Unmasked Estep 
Score: -9142960.000000 Penalty: 3670.686768
	Iteration 14Q: 3 clusters Score -9142960 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 78239 members 
Entering Unmasked Estep 
Score: -9143472.000000 Penalty: 3670.686768
	Iteration 15Q: 3 clusters Score -9143472 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 78793 members 
Entering Unmasked Estep 
Score: -9143858.000000 Penalty: 3670.686768
	Iteration 16Q: 3 clusters Score -9143858 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 79203 members 
Entering Unmasked Estep 
Score: -9144121.000000 Penalty: 3670.686768
	Iteration 17Q: 3 clusters Score -9144121 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 79475 members 
Entering Unmasked Estep 
Score: -9144321.000000 Penalty: 3670.686768
	Iteration 18Q: 3 clusters Score -9144321 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 79641 members 
Entering Unmasked Estep 
Score: -9144440.000000 Penalty: 3670.686768
	Iteration 19Q: 3 clusters Score -9144440 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 79743 members 
Entering Unmasked Estep 
Score: -9144512.000000 Penalty: 3670.686768
	Iteration 20F: 3 clusters Score -9144512 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 79816 members 
Entering Unmasked Estep 
Score: -9144561.000000 Penalty: 3670.686768
	Iteration 21Q: 3 clusters Score -9144561 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 79871 members 
Entering Unmasked Estep 
Score: -9144581.000000 Penalty: 3670.686768
	Iteration 22Q: 3 clusters Score -9144581 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 79911 members 
Entering Unmasked Estep 
Score: -9144623.000000 Penalty: 3670.686768
	Iteration 23Q: 3 clusters Score -9144623 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 79936 members 
Entering Unmasked Estep 
Score: -9144640.000000 Penalty: 3670.686768
	Iteration 24Q: 3 clusters Score -9144640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 79948 members 
Entering Unmasked Estep 
Score: -9144660.000000 Penalty: 3670.686768
	Iteration 25Q: 3 clusters Score -9144660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 79959 members 
Entering Unmasked Estep 
Score: -9144668.000000 Penalty: 3670.686768
	Iteration 26Q: 3 clusters Score -9144668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 79963 members 
Entering Unmasked Estep 
Score: -9144676.000000 Penalty: 3670.686768
	Iteration 27Q: 3 clusters Score -9144676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 79968 members 
Entering Unmasked Estep 
Score: -9144673.000000 Penalty: 3670.686768
	Iteration 28Q: 3 clusters Score -9144673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 79972 members 
Entering Unmasked Estep 
Score: -9144680.000000 Penalty: 3670.686768
	Iteration 29Q: 3 clusters Score -9144680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 79975 members 
Entering Unmasked Estep 
Score: -9144675.000000 Penalty: 3670.686768
	Iteration 30Q: 3 clusters Score -9144675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 79977 members 
Entering Unmasked Estep 
Score: -9144675.000000 Penalty: 3670.686768
	Iteration 31Q: 3 clusters Score -9144675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 79977 members 
Entering Unmasked Estep 
Score: -9144680.000000 Penalty: 3670.686768
	Iteration 32Q: 3 clusters Score -9144680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 79980 members 
Entering Unmasked Estep 
Score: -9144689.000000 Penalty: 3670.686768
	Iteration 33Q: 3 clusters Score -9144689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 79985 members 
Entering Unmasked Estep 
Score: -9144684.000000 Penalty: 3670.686768
	Iteration 34Q: 3 clusters Score -9144684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 79989 members 
Entering Unmasked Estep 
Score: -9144689.000000 Penalty: 3670.686768
	Iteration 35Q: 3 clusters Score -9144689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 79992 members 
Entering Unmasked Estep 
Score: -9144689.000000 Penalty: 3670.686768
	Iteration 36Q: 3 clusters Score -9144689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 79992 members 
Entering Unmasked Estep 
Score: -9144689.000000 Penalty: 3670.686768
	Iteration 37F: 3 clusters Score -9144689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Entering Unmasked Estep 
Score: -444568.250000 Penalty: 1354.195435
	Iteration 0F: 2 clusters Score -444568.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -441160.156250 Penalty: 2708.390869
	Iteration 0F: 3 clusters Score -441160.2 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -442077.000000 Penalty: 2708.390869
	Iteration 1F: 3 clusters Score -442077 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -442303.937500 Penalty: 2708.390869
	Iteration 2F: 3 clusters Score -442303.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -442526.062500 Penalty: 2708.390869
	Iteration 3F: 3 clusters Score -442526.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -442734.000000 Penalty: 2708.390869
	Iteration 4F: 3 clusters Score -442734 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -442937.281250 Penalty: 2708.390869
	Iteration 5F: 3 clusters Score -442937.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -443106.281250 Penalty: 2708.390869
	Iteration 6F: 3 clusters Score -443106.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -443274.687500 Penalty: 2708.390869
	Iteration 7F: 3 clusters Score -443274.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -443452.406250 Penalty: 2708.390869
	Iteration 8Q: 3 clusters Score -443452.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -443606.500000 Penalty: 2708.390869
	Iteration 9Q: 3 clusters Score -443606.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -443730.687500 Penalty: 2708.390869
	Iteration 10Q: 3 clusters Score -443730.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -443795.718750 Penalty: 2708.390869
	Iteration 11Q: 3 clusters Score -443795.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -443842.312500 Penalty: 2708.390869
	Iteration 12Q: 3 clusters Score -443842.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -443870.500000 Penalty: 2708.390869
	Iteration 13Q: 3 clusters Score -443870.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -443899.500000 Penalty: 2708.390869
	Iteration 14Q: 3 clusters Score -443899.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -443922.406250 Penalty: 2708.390869
	Iteration 15Q: 3 clusters Score -443922.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -443944.000000 Penalty: 2708.390869
	Iteration 16Q: 3 clusters Score -443944 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -443959.468750 Penalty: 2708.390869
	Iteration 17Q: 3 clusters Score -443959.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -443969.968750 Penalty: 2708.390869
	Iteration 18Q: 3 clusters Score -443970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -443974.937500 Penalty: 2708.390869
	Iteration 19Q: 3 clusters Score -443974.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -443978.906250 Penalty: 2708.390869
	Iteration 20F: 3 clusters Score -443978.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -443982.218750 Penalty: 2708.390869
	Iteration 21Q: 3 clusters Score -443982.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -443982.281250 Penalty: 2708.390869
	Iteration 22Q: 3 clusters Score -443982.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -443985.812500 Penalty: 2708.390869
	Iteration 23Q: 3 clusters Score -443985.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -443987.281250 Penalty: 2708.390869
	Iteration 24Q: 3 clusters Score -443987.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -443987.718750 Penalty: 2708.390869
	Iteration 25Q: 3 clusters Score -443987.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -443988.406250 Penalty: 2708.390869
	Iteration 26Q: 3 clusters Score -443988.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -443990.281250 Penalty: 2708.390869
	Iteration 27Q: 3 clusters Score -443990.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -443991.812500 Penalty: 2708.390869
	Iteration 28Q: 3 clusters Score -443991.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -443995.718750 Penalty: 2708.390869
	Iteration 29Q: 3 clusters Score -443995.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -443997.625000 Penalty: 2708.390869
	Iteration 30Q: 3 clusters Score -443997.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -443998.375000 Penalty: 2708.390869
	Iteration 31Q: 3 clusters Score -443998.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -443999.718750 Penalty: 2708.390869
	Iteration 32Q: 3 clusters Score -443999.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -444001.875000 Penalty: 2708.390869
	Iteration 33Q: 3 clusters Score -444001.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -444004.593750 Penalty: 2708.390869
	Iteration 34Q: 3 clusters Score -444004.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -444006.031250 Penalty: 2708.390869
	Iteration 35Q: 3 clusters Score -444006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -444008.500000 Penalty: 2708.390869
	Iteration 36Q: 3 clusters Score -444008.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -444010.500000 Penalty: 2708.390869
	Iteration 37Q: 3 clusters Score -444010.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -444011.250000 Penalty: 2708.390869
	Iteration 38Q: 3 clusters Score -444011.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -444011.656250 Penalty: 2708.390869
	Iteration 39Q: 3 clusters Score -444011.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -444012.500000 Penalty: 2708.390869
	Iteration 40F: 3 clusters Score -444012.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -444013.750000 Penalty: 2708.390869
	Iteration 41Q: 3 clusters Score -444013.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -444014.468750 Penalty: 2708.390869
	Iteration 42Q: 3 clusters Score -444014.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -444014.562500 Penalty: 2708.390869
	Iteration 43Q: 3 clusters Score -444014.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -444014.312500 Penalty: 2708.390869
	Iteration 44Q: 3 clusters Score -444014.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -444014.312500 Penalty: 2708.390869
	Iteration 45F: 3 clusters Score -444014.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Entering Unmasked Estep 
Score: -45367.914062 Penalty: 1019.954529
	Iteration 0F: 2 clusters Score -45367.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -44381.984375 Penalty: 2039.909058
	Iteration 0F: 3 clusters Score -44381.98 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -44740.183594 Penalty: 2039.909058
	Iteration 1F: 3 clusters Score -44740.18 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -44942.734375 Penalty: 2039.909058
	Iteration 2F: 3 clusters Score -44942.73 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -45117.089844 Penalty: 2039.909058
	Iteration 3F: 3 clusters Score -45117.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -45167.500000 Penalty: 2039.909058
	Iteration 4Q: 3 clusters Score -45167.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -45198.968750 Penalty: 2039.909058
	Iteration 5Q: 3 clusters Score -45198.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -45211.835938 Penalty: 2039.909058
	Iteration 6Q: 3 clusters Score -45211.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -45223.281250 Penalty: 2039.909058
	Iteration 7Q: 3 clusters Score -45223.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -45232.910156 Penalty: 2039.909058
	Iteration 8Q: 3 clusters Score -45232.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -45242.824219 Penalty: 2039.909058
	Iteration 9Q: 3 clusters Score -45242.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -45245.847656 Penalty: 2039.909058
	Iteration 10Q: 3 clusters Score -45245.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -45250.554688 Penalty: 2039.909058
	Iteration 11Q: 3 clusters Score -45250.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -45250.554688 Penalty: 2039.909058
	Iteration 12F: 3 clusters Score -45250.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Entering Unmasked Estep 
Score: -187434.406250 Penalty: 1227.749512
	Iteration 0F: 2 clusters Score -187434.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -185439.734375 Penalty: 2455.499023
	Iteration 0F: 3 clusters Score -185439.7 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -185907.984375 Penalty: 2455.499023
	Iteration 1F: 3 clusters Score -185908 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -186040.859375 Penalty: 2455.499023
	Iteration 2F: 3 clusters Score -186040.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -186132.015625 Penalty: 2455.499023
	Iteration 3Q: 3 clusters Score -186132 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -186181.343750 Penalty: 2455.499023
	Iteration 4Q: 3 clusters Score -186181.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -186213.953125 Penalty: 2455.499023
	Iteration 5Q: 3 clusters Score -186214 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -186243.531250 Penalty: 2455.499023
	Iteration 6Q: 3 clusters Score -186243.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -186281.343750 Penalty: 2455.499023
	Iteration 7Q: 3 clusters Score -186281.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -186318.421875 Penalty: 2455.499023
	Iteration 8Q: 3 clusters Score -186318.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -186348.203125 Penalty: 2455.499023
	Iteration 9Q: 3 clusters Score -186348.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -186374.984375 Penalty: 2455.499023
	Iteration 10Q: 3 clusters Score -186375 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -186405.218750 Penalty: 2455.499023
	Iteration 11Q: 3 clusters Score -186405.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -186424.640625 Penalty: 2455.499023
	Iteration 12Q: 3 clusters Score -186424.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -186447.468750 Penalty: 2455.499023
	Iteration 13Q: 3 clusters Score -186447.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -186465.265625 Penalty: 2455.499023
	Iteration 14Q: 3 clusters Score -186465.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -186485.828125 Penalty: 2455.499023
	Iteration 15Q: 3 clusters Score -186485.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -186500.156250 Penalty: 2455.499023
	Iteration 16Q: 3 clusters Score -186500.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -186507.500000 Penalty: 2455.499023
	Iteration 17Q: 3 clusters Score -186507.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -186514.421875 Penalty: 2455.499023
	Iteration 18Q: 3 clusters Score -186514.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -186518.812500 Penalty: 2455.499023
	Iteration 19Q: 3 clusters Score -186518.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -186522.250000 Penalty: 2455.499023
	Iteration 20F: 3 clusters Score -186522.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -186525.312500 Penalty: 2455.499023
	Iteration 21Q: 3 clusters Score -186525.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -186526.359375 Penalty: 2455.499023
	Iteration 22Q: 3 clusters Score -186526.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -186526.671875 Penalty: 2455.499023
	Iteration 23Q: 3 clusters Score -186526.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -186527.156250 Penalty: 2455.499023
	Iteration 24Q: 3 clusters Score -186527.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -186527.156250 Penalty: 2455.499023
	Iteration 25F: 3 clusters Score -186527.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (36143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36143 members 
Entering Unmasked Estep 
Score: -4329145.000000 Penalty: 1705.476196
	Iteration 0F: 2 clusters Score -4329145 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 18035 members 
Entering Unmasked Estep 
Score: -4304970.000000 Penalty: 3410.952393
	Iteration 0F: 3 clusters Score -4304970 nChanged 16709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -4314111.500000 Penalty: 3410.952393
	Iteration 1F: 3 clusters Score -4314112 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -4314532.000000 Penalty: 3410.952393
	Iteration 2Q: 3 clusters Score -4314532 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -4315052.000000 Penalty: 3410.952393
	Iteration 3Q: 3 clusters Score -4315052 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -4315713.500000 Penalty: 3410.952393
	Iteration 4Q: 3 clusters Score -4315714 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -4316675.000000 Penalty: 3410.952393
	Iteration 5Q: 3 clusters Score -4316675 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -4318060.000000 Penalty: 3410.952393
	Iteration 6F: 3 clusters Score -4318060 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -4319841.500000 Penalty: 3410.952393
	Iteration 7F: 3 clusters Score -4319842 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -4321719.000000 Penalty: 3410.952393
	Iteration 8F: 3 clusters Score -4321719 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -4323369.000000 Penalty: 3410.952393
	Iteration 9F: 3 clusters Score -4323369 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29971 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -4324395.500000 Penalty: 3410.952393
	Iteration 10Q: 3 clusters Score -4324396 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30849 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -4325075.000000 Penalty: 3410.952393
	Iteration 11Q: 3 clusters Score -4325075 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31495 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -4325572.500000 Penalty: 3410.952393
	Iteration 12Q: 3 clusters Score -4325572 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -4325933.000000 Penalty: 3410.952393
	Iteration 13Q: 3 clusters Score -4325933 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -4326207.500000 Penalty: 3410.952393
	Iteration 14Q: 3 clusters Score -4326208 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32990 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -4326419.500000 Penalty: 3410.952393
	Iteration 15Q: 3 clusters Score -4326420 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33347 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -4326569.000000 Penalty: 3410.952393
	Iteration 16Q: 3 clusters Score -4326569 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33604 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -4326671.000000 Penalty: 3410.952393
	Iteration 17Q: 3 clusters Score -4326671 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -4326786.500000 Penalty: 3410.952393
	Iteration 18Q: 3 clusters Score -4326786 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -4326896.500000 Penalty: 3410.952393
	Iteration 19Q: 3 clusters Score -4326896 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34268 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -4326994.500000 Penalty: 3410.952393
	Iteration 20F: 3 clusters Score -4326994 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34455 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -4327094.000000 Penalty: 3410.952393
	Iteration 21Q: 3 clusters Score -4327094 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -4327172.500000 Penalty: 3410.952393
	Iteration 22Q: 3 clusters Score -4327172 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34757 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -4327257.500000 Penalty: 3410.952393
	Iteration 23Q: 3 clusters Score -4327258 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34873 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -4327310.000000 Penalty: 3410.952393
	Iteration 24Q: 3 clusters Score -4327310 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -4327348.500000 Penalty: 3410.952393
	Iteration 25Q: 3 clusters Score -4327348 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35060 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4327397.000000 Penalty: 3410.952393
	Iteration 26Q: 3 clusters Score -4327397 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -4327430.500000 Penalty: 3410.952393
	Iteration 27Q: 3 clusters Score -4327430 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35201 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -4327455.000000 Penalty: 3410.952393
	Iteration 28Q: 3 clusters Score -4327455 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35267 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -4327487.500000 Penalty: 3410.952393
	Iteration 29Q: 3 clusters Score -4327488 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35338 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -4327521.000000 Penalty: 3410.952393
	Iteration 30Q: 3 clusters Score -4327521 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35387 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -4327555.500000 Penalty: 3410.952393
	Iteration 31Q: 3 clusters Score -4327556 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -4327590.000000 Penalty: 3410.952393
	Iteration 32Q: 3 clusters Score -4327590 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35459 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4327606.000000 Penalty: 3410.952393
	Iteration 33Q: 3 clusters Score -4327606 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35485 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4327621.500000 Penalty: 3410.952393
	Iteration 34Q: 3 clusters Score -4327622 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35516 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4327645.000000 Penalty: 3410.952393
	Iteration 35Q: 3 clusters Score -4327645 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35532 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -4327652.000000 Penalty: 3410.952393
	Iteration 36Q: 3 clusters Score -4327652 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4327658.000000 Penalty: 3410.952393
	Iteration 37Q: 3 clusters Score -4327658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35566 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4327673.000000 Penalty: 3410.952393
	Iteration 38Q: 3 clusters Score -4327673 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35576 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -4327673.500000 Penalty: 3410.952393
	Iteration 39Q: 3 clusters Score -4327674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4327679.500000 Penalty: 3410.952393
	Iteration 40F: 3 clusters Score -4327680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35586 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4327674.000000 Penalty: 3410.952393
	Iteration 41Q: 3 clusters Score -4327674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4327674.000000 Penalty: 3410.952393
	Iteration 42Q: 3 clusters Score -4327674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35599 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -4327694.000000 Penalty: 3410.952393
	Iteration 43Q: 3 clusters Score -4327694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -4327695.000000 Penalty: 3410.952393
	Iteration 44Q: 3 clusters Score -4327695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35619 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -4327703.000000 Penalty: 3410.952393
	Iteration 45Q: 3 clusters Score -4327703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35627 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -4327705.000000 Penalty: 3410.952393
	Iteration 46Q: 3 clusters Score -4327705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35630 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -4327711.000000 Penalty: 3410.952393
	Iteration 47Q: 3 clusters Score -4327711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35641 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4327717.500000 Penalty: 3410.952393
	Iteration 48Q: 3 clusters Score -4327718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35651 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -4327709.500000 Penalty: 3410.952393
	Iteration 49Q: 3 clusters Score -4327710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35659 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -4327731.500000 Penalty: 3410.952393
	Iteration 50Q: 3 clusters Score -4327732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -4327726.500000 Penalty: 3410.952393
	Iteration 51Q: 3 clusters Score -4327726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35665 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -4327732.000000 Penalty: 3410.952393
	Iteration 52Q: 3 clusters Score -4327732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35666 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4327734.500000 Penalty: 3410.952393
	Iteration 53Q: 3 clusters Score -4327734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35668 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -4327735.000000 Penalty: 3410.952393
	Iteration 54Q: 3 clusters Score -4327735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35668 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -4327735.000000 Penalty: 3410.952393
	Iteration 55F: 3 clusters Score -4327735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Entering Unmasked Estep 
Score: -70695.515625 Penalty: 1061.740601
	Iteration 0F: 2 clusters Score -70695.52 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 348 members 
Entering Unmasked Estep 
Score: -69506.687500 Penalty: 2123.481201
	Iteration 0F: 3 clusters Score -69506.69 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -69658.828125 Penalty: 2123.481201
	Iteration 1F: 3 clusters Score -69658.83 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -69700.335938 Penalty: 2123.481201
	Iteration 2F: 3 clusters Score -69700.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -69720.179688 Penalty: 2123.481201
	Iteration 3Q: 3 clusters Score -69720.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -69736.609375 Penalty: 2123.481201
	Iteration 4Q: 3 clusters Score -69736.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -69757.695312 Penalty: 2123.481201
	Iteration 5Q: 3 clusters Score -69757.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -69780.757812 Penalty: 2123.481201
	Iteration 6Q: 3 clusters Score -69780.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -69800.601562 Penalty: 2123.481201
	Iteration 7Q: 3 clusters Score -69800.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -69820.820312 Penalty: 2123.481201
	Iteration 8Q: 3 clusters Score -69820.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -69830.898438 Penalty: 2123.481201
	Iteration 9Q: 3 clusters Score -69830.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -69836.289062 Penalty: 2123.481201
	Iteration 10Q: 3 clusters Score -69836.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -69839.656250 Penalty: 2123.481201
	Iteration 11Q: 3 clusters Score -69839.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -69840.453125 Penalty: 2123.481201
	Iteration 12Q: 3 clusters Score -69840.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -69841.195312 Penalty: 2123.481201
	Iteration 13Q: 3 clusters Score -69841.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -69843.257812 Penalty: 2123.481201
	Iteration 14Q: 3 clusters Score -69843.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -69846.632812 Penalty: 2123.481201
	Iteration 15Q: 3 clusters Score -69846.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -69847.390625 Penalty: 2123.481201
	Iteration 16Q: 3 clusters Score -69847.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -69852.289062 Penalty: 2123.481201
	Iteration 17Q: 3 clusters Score -69852.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -69854.460938 Penalty: 2123.481201
	Iteration 18Q: 3 clusters Score -69854.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -69858.039062 Penalty: 2123.481201
	Iteration 19Q: 3 clusters Score -69858.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -69859.562500 Penalty: 2123.481201
	Iteration 20F: 3 clusters Score -69859.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -69861.359375 Penalty: 2123.481201
	Iteration 21Q: 3 clusters Score -69861.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -69865.031250 Penalty: 2123.481201
	Iteration 22Q: 3 clusters Score -69865.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -69867.468750 Penalty: 2123.481201
	Iteration 23Q: 3 clusters Score -69867.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -69869.531250 Penalty: 2123.481201
	Iteration 24Q: 3 clusters Score -69869.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -69870.664062 Penalty: 2123.481201
	Iteration 25Q: 3 clusters Score -69870.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -69871.257812 Penalty: 2123.481201
	Iteration 26Q: 3 clusters Score -69871.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -69871.257812 Penalty: 2123.481201
	Iteration 27F: 3 clusters Score -69871.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -13953.337891 Penalty: 893.954468
	Iteration 0F: 2 clusters Score -13953.34 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 117 members 
Entering Unmasked Estep 
Score: -13241.468750 Penalty: 1787.908936
	Iteration 0F: 3 clusters Score -13241.47 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13444.135742 Penalty: 1787.908936
	Iteration 1F: 3 clusters Score -13444.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -13532.880859 Penalty: 1787.908936
	Iteration 2F: 3 clusters Score -13532.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -13542.647461 Penalty: 1787.908936
	Iteration 3Q: 3 clusters Score -13542.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13550.681641 Penalty: 1787.908936
	Iteration 4Q: 3 clusters Score -13550.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13560.697266 Penalty: 1787.908936
	Iteration 5Q: 3 clusters Score -13560.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -13560.697266 Penalty: 1787.908936
	Iteration 6F: 3 clusters Score -13560.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (132824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132824 members 
Entering Unmasked Estep 
Score: -15731826.000000 Penalty: 1916.976807
	Iteration 0F: 2 clusters Score -1.573183e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66273 members 
Mstep: Class 2 contains 66551 members 
Entering Unmasked Estep 
Score: -15654364.000000 Penalty: 3833.953613
	Iteration 0F: 3 clusters Score -1.565436e+07 nChanged 63612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62483 members 
Mstep: Class 2 contains 70341 members 
Entering Unmasked Estep 
Score: -15692151.000000 Penalty: 3833.953613
	Iteration 1F: 3 clusters Score -1.569215e+07 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59611 members 
Mstep: Class 2 contains 73213 members 
Entering Unmasked Estep 
Score: -15693247.000000 Penalty: 3833.953613
	Iteration 2Q: 3 clusters Score -1.569325e+07 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55367 members 
Mstep: Class 2 contains 77457 members 
Entering Unmasked Estep 
Score: -15694703.000000 Penalty: 3833.953613
	Iteration 3Q: 3 clusters Score -1.56947e+07 nChanged 7125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49414 members 
Mstep: Class 2 contains 83410 members 
Entering Unmasked Estep 
Score: -15697683.000000 Penalty: 3833.953613
	Iteration 4F: 3 clusters Score -1.569768e+07 nChanged 8553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41567 members 
Mstep: Class 2 contains 91257 members 
Entering Unmasked Estep 
Score: -15703691.000000 Penalty: 3833.953613
	Iteration 5F: 3 clusters Score -1.570369e+07 nChanged 10796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30955 members 
Mstep: Class 2 contains 101869 members 
Entering Unmasked Estep 
Score: -15710322.000000 Penalty: 3833.953613
	Iteration 6F: 3 clusters Score -1.571032e+07 nChanged 11305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 113060 members 
Entering Unmasked Estep 
Score: -15718406.000000 Penalty: 3833.953613
	Iteration 7F: 3 clusters Score -1.571841e+07 nChanged 8411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 121405 members 
Entering Unmasked Estep 
Score: -15724043.000000 Penalty: 3833.953613
	Iteration 8F: 3 clusters Score -1.572404e+07 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 126355 members 
Entering Unmasked Estep 
Score: -15726655.000000 Penalty: 3833.953613
	Iteration 9Q: 3 clusters Score -1.572666e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 128981 members 
Entering Unmasked Estep 
Score: -15728043.000000 Penalty: 3833.953613
	Iteration 10Q: 3 clusters Score -1.572804e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 130378 members 
Entering Unmasked Estep 
Score: -15728911.000000 Penalty: 3833.953613
	Iteration 11Q: 3 clusters Score -1.572891e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 131196 members 
Entering Unmasked Estep 
Score: -15729372.000000 Penalty: 3833.953613
	Iteration 12Q: 3 clusters Score -1.572937e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 131667 members 
Entering Unmasked Estep 
Score: -15729634.000000 Penalty: 3833.953613
	Iteration 13Q: 3 clusters Score -1.572963e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 131938 members 
Entering Unmasked Estep 
Score: -15729829.000000 Penalty: 3833.953613
	Iteration 14Q: 3 clusters Score -1.572983e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 132096 members 
Entering Unmasked Estep 
Score: -15729924.000000 Penalty: 3833.953613
	Iteration 15Q: 3 clusters Score -1.572992e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 132196 members 
Entering Unmasked Estep 
Score: -15730001.000000 Penalty: 3833.953613
	Iteration 16Q: 3 clusters Score -1.573e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 132271 members 
Entering Unmasked Estep 
Score: -15730053.000000 Penalty: 3833.953613
	Iteration 17Q: 3 clusters Score -1.573005e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 132329 members 
Entering Unmasked Estep 
Score: -15730084.000000 Penalty: 3833.953613
	Iteration 18Q: 3 clusters Score -1.573008e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 132357 members 
Entering Unmasked Estep 
Score: -15730104.000000 Penalty: 3833.953613
	Iteration 19Q: 3 clusters Score -1.57301e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 132382 members 
Entering Unmasked Estep 
Score: -15730125.000000 Penalty: 3833.953613
	Iteration 20F: 3 clusters Score -1.573012e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 132402 members 
Entering Unmasked Estep 
Score: -15730145.000000 Penalty: 3833.953613
	Iteration 21Q: 3 clusters Score -1.573014e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 132416 members 
Entering Unmasked Estep 
Score: -15730167.000000 Penalty: 3833.953613
	Iteration 22Q: 3 clusters Score -1.573017e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 132419 members 
Entering Unmasked Estep 
Score: -15730178.000000 Penalty: 3833.953613
	Iteration 23Q: 3 clusters Score -1.573018e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 132425 members 
Entering Unmasked Estep 
Score: -15730167.000000 Penalty: 3833.953613
	Iteration 24Q: 3 clusters Score -1.573017e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 132428 members 
Entering Unmasked Estep 
Score: -15730179.000000 Penalty: 3833.953613
	Iteration 25Q: 3 clusters Score -1.573018e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 132432 members 
Entering Unmasked Estep 
Score: -15730173.000000 Penalty: 3833.953613
	Iteration 26Q: 3 clusters Score -1.573017e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 132434 members 
Entering Unmasked Estep 
Score: -15730172.000000 Penalty: 3833.953613
	Iteration 27Q: 3 clusters Score -1.573017e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 132441 members 
Entering Unmasked Estep 
Score: -15730192.000000 Penalty: 3833.953613
	Iteration 28Q: 3 clusters Score -1.573019e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 132450 members 
Entering Unmasked Estep 
Score: -15730193.000000 Penalty: 3833.953613
	Iteration 29Q: 3 clusters Score -1.573019e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 132458 members 
Entering Unmasked Estep 
Score: -15730214.000000 Penalty: 3833.953613
	Iteration 30Q: 3 clusters Score -1.573021e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 132459 members 
Entering Unmasked Estep 
Score: -15730222.000000 Penalty: 3833.953613
	Iteration 31Q: 3 clusters Score -1.573022e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 132463 members 
Entering Unmasked Estep 
Score: -15730223.000000 Penalty: 3833.953613
	Iteration 32Q: 3 clusters Score -1.573022e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 132467 members 
Entering Unmasked Estep 
Score: -15730232.000000 Penalty: 3833.953613
	Iteration 33Q: 3 clusters Score -1.573023e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 132468 members 
Entering Unmasked Estep 
Score: -15730234.000000 Penalty: 3833.953613
	Iteration 34Q: 3 clusters Score -1.573023e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 132469 members 
Entering Unmasked Estep 
Score: -15730239.000000 Penalty: 3833.953613
	Iteration 35Q: 3 clusters Score -1.573024e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 132469 members 
Entering Unmasked Estep 
Score: -15730239.000000 Penalty: 3833.953613
	Iteration 36F: 3 clusters Score -1.573024e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Entering Unmasked Estep 
Score: -886894.437500 Penalty: 1446.250610
	Iteration 0F: 2 clusters Score -886894.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -881404.750000 Penalty: 2892.501221
	Iteration 0F: 3 clusters Score -881404.8 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -882999.937500 Penalty: 2892.501221
	Iteration 1F: 3 clusters Score -882999.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -883155.187500 Penalty: 2892.501221
	Iteration 2F: 3 clusters Score -883155.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -883281.250000 Penalty: 2892.501221
	Iteration 3Q: 3 clusters Score -883281.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -883389.875000 Penalty: 2892.501221
	Iteration 4Q: 3 clusters Score -883389.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -883477.312500 Penalty: 2892.501221
	Iteration 5Q: 3 clusters Score -883477.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -883571.187500 Penalty: 2892.501221
	Iteration 6Q: 3 clusters Score -883571.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -883665.062500 Penalty: 2892.501221
	Iteration 7Q: 3 clusters Score -883665.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -883779.687500 Penalty: 2892.501221
	Iteration 8Q: 3 clusters Score -883779.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -883920.250000 Penalty: 2892.501221
	Iteration 9Q: 3 clusters Score -883920.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -884072.937500 Penalty: 2892.501221
	Iteration 10Q: 3 clusters Score -884072.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -884263.625000 Penalty: 2892.501221
	Iteration 11Q: 3 clusters Score -884263.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -884488.750000 Penalty: 2892.501221
	Iteration 12Q: 3 clusters Score -884488.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -884713.062500 Penalty: 2892.501221
	Iteration 13Q: 3 clusters Score -884713.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -884930.062500 Penalty: 2892.501221
	Iteration 14Q: 3 clusters Score -884930.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -885142.812500 Penalty: 2892.501221
	Iteration 15Q: 3 clusters Score -885142.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -885317.562500 Penalty: 2892.501221
	Iteration 16Q: 3 clusters Score -885317.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -885430.937500 Penalty: 2892.501221
	Iteration 17Q: 3 clusters Score -885430.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -885494.500000 Penalty: 2892.501221
	Iteration 18Q: 3 clusters Score -885494.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -885543.125000 Penalty: 2892.501221
	Iteration 19Q: 3 clusters Score -885543.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -885583.812500 Penalty: 2892.501221
	Iteration 20F: 3 clusters Score -885583.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -885603.312500 Penalty: 2892.501221
	Iteration 21Q: 3 clusters Score -885603.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -885614.187500 Penalty: 2892.501221
	Iteration 22Q: 3 clusters Score -885614.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -885625.000000 Penalty: 2892.501221
	Iteration 23Q: 3 clusters Score -885625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -885635.937500 Penalty: 2892.501221
	Iteration 24Q: 3 clusters Score -885635.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -885641.750000 Penalty: 2892.501221
	Iteration 25Q: 3 clusters Score -885641.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -885647.500000 Penalty: 2892.501221
	Iteration 26Q: 3 clusters Score -885647.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -885650.125000 Penalty: 2892.501221
	Iteration 27Q: 3 clusters Score -885650.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -885649.375000 Penalty: 2892.501221
	Iteration 28Q: 3 clusters Score -885649.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -885649.375000 Penalty: 2892.501221
	Iteration 29F: 3 clusters Score -885649.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -56125.597656 Penalty: 1025.951538
	Iteration 0F: 2 clusters Score -56125.6 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 269 members 
Entering Unmasked Estep 
Score: -55024.414062 Penalty: 2051.903076
	Iteration 0F: 3 clusters Score -55024.41 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -55241.859375 Penalty: 2051.903076
	Iteration 1F: 3 clusters Score -55241.86 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -55296.753906 Penalty: 2051.903076
	Iteration 2Q: 3 clusters Score -55296.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -55318.437500 Penalty: 2051.903076
	Iteration 3Q: 3 clusters Score -55318.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -55332.507812 Penalty: 2051.903076
	Iteration 4Q: 3 clusters Score -55332.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -55342.421875 Penalty: 2051.903076
	Iteration 5Q: 3 clusters Score -55342.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -55354.765625 Penalty: 2051.903076
	Iteration 6Q: 3 clusters Score -55354.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -55361.871094 Penalty: 2051.903076
	Iteration 7Q: 3 clusters Score -55361.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -55376.789062 Penalty: 2051.903076
	Iteration 8Q: 3 clusters Score -55376.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -55399.152344 Penalty: 2051.903076
	Iteration 9Q: 3 clusters Score -55399.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -55404.648438 Penalty: 2051.903076
	Iteration 10Q: 3 clusters Score -55404.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -55408.839844 Penalty: 2051.903076
	Iteration 11Q: 3 clusters Score -55408.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -55414.460938 Penalty: 2051.903076
	Iteration 12Q: 3 clusters Score -55414.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -55418.027344 Penalty: 2051.903076
	Iteration 13Q: 3 clusters Score -55418.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -55431.445312 Penalty: 2051.903076
	Iteration 14Q: 3 clusters Score -55431.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -55448.382812 Penalty: 2051.903076
	Iteration 15Q: 3 clusters Score -55448.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -55458.640625 Penalty: 2051.903076
	Iteration 16Q: 3 clusters Score -55458.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -55463.566406 Penalty: 2051.903076
	Iteration 17Q: 3 clusters Score -55463.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -55480.910156 Penalty: 2051.903076
	Iteration 18Q: 3 clusters Score -55480.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -55491.765625 Penalty: 2051.903076
	Iteration 19Q: 3 clusters Score -55491.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -55499.277344 Penalty: 2051.903076
	Iteration 20F: 3 clusters Score -55499.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -55510.808594 Penalty: 2051.903076
	Iteration 21Q: 3 clusters Score -55510.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -55527.980469 Penalty: 2051.903076
	Iteration 22Q: 3 clusters Score -55527.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -55535.585938 Penalty: 2051.903076
	Iteration 23Q: 3 clusters Score -55535.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -55545.203125 Penalty: 2051.903076
	Iteration 24Q: 3 clusters Score -55545.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -55568.875000 Penalty: 2051.903076
	Iteration 25Q: 3 clusters Score -55568.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -55591.523438 Penalty: 2051.903076
	Iteration 26Q: 3 clusters Score -55591.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -55608.664062 Penalty: 2051.903076
	Iteration 27Q: 3 clusters Score -55608.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -55609.312500 Penalty: 2051.903076
	Iteration 28Q: 3 clusters Score -55609.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -55614.652344 Penalty: 2051.903076
	Iteration 29Q: 3 clusters Score -55614.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -55616.582031 Penalty: 2051.903076
	Iteration 30Q: 3 clusters Score -55616.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -55616.582031 Penalty: 2051.903076
	Iteration 31F: 3 clusters Score -55616.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (34786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34786 members 
Entering Unmasked Estep 
Score: -4000856.250000 Penalty: 1699.257690
	Iteration 0F: 2 clusters Score -4000856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -3977519.250000 Penalty: 3398.515381
	Iteration 0F: 3 clusters Score -3977519 nChanged 16083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -3986705.750000 Penalty: 3398.515381
	Iteration 1F: 3 clusters Score -3986706 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -3987235.750000 Penalty: 3398.515381
	Iteration 2Q: 3 clusters Score -3987236 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -3987819.500000 Penalty: 3398.515381
	Iteration 3Q: 3 clusters Score -3987820 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -3988631.000000 Penalty: 3398.515381
	Iteration 4F: 3 clusters Score -3988631 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -3989728.250000 Penalty: 3398.515381
	Iteration 5F: 3 clusters Score -3989728 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
Score: -3991333.500000 Penalty: 3398.515381
	Iteration 6F: 3 clusters Score -3991334 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -3993433.750000 Penalty: 3398.515381
	Iteration 7F: 3 clusters Score -3993434 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 31007 members 
Entering Unmasked Estep 
Score: -3995705.250000 Penalty: 3398.515381
	Iteration 8F: 3 clusters Score -3995705 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 32887 members 
Entering Unmasked Estep 
Score: -3997524.250000 Penalty: 3398.515381
	Iteration 9F: 3 clusters Score -3997524 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 33941 members 
Entering Unmasked Estep 
Score: -3998560.750000 Penalty: 3398.515381
	Iteration 10Q: 3 clusters Score -3998561 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 34396 members 
Entering Unmasked Estep 
Score: -3998995.500000 Penalty: 3398.515381
	Iteration 11Q: 3 clusters Score -3998996 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 34540 members 
Entering Unmasked Estep 
Score: -3999165.500000 Penalty: 3398.515381
	Iteration 12Q: 3 clusters Score -3999166 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 34595 members 
Entering Unmasked Estep 
Score: -3999245.750000 Penalty: 3398.515381
	Iteration 13Q: 3 clusters Score -3999246 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 34614 members 
Entering Unmasked Estep 
Score: -3999280.500000 Penalty: 3398.515381
	Iteration 14Q: 3 clusters Score -3999280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -3999308.250000 Penalty: 3398.515381
	Iteration 15Q: 3 clusters Score -3999308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 34629 members 
Entering Unmasked Estep 
Score: -3999322.750000 Penalty: 3398.515381
	Iteration 16Q: 3 clusters Score -3999323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 34628 members 
Entering Unmasked Estep 
Score: -3999332.500000 Penalty: 3398.515381
	Iteration 17Q: 3 clusters Score -3999332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 34630 members 
Entering Unmasked Estep 
Score: -3999335.500000 Penalty: 3398.515381
	Iteration 18Q: 3 clusters Score -3999336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 34630 members 
Entering Unmasked Estep 
Score: -3999338.000000 Penalty: 3398.515381
	Iteration 19Q: 3 clusters Score -3999338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -3999339.250000 Penalty: 3398.515381
	Iteration 20F: 3 clusters Score -3999339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 34632 members 
Entering Unmasked Estep 
Score: -3999340.000000 Penalty: 3398.515381
	Iteration 21Q: 3 clusters Score -3999340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 34632 members 
Entering Unmasked Estep 
Score: -3999340.000000 Penalty: 3398.515381
	Iteration 22F: 3 clusters Score -3999340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Entering Unmasked Estep 
Score: -1182157.375000 Penalty: 1498.891479
	Iteration 0F: 2 clusters Score -1182157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1174911.125000 Penalty: 2997.782959
	Iteration 0F: 3 clusters Score -1174911 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1177227.625000 Penalty: 2997.782959
	Iteration 1F: 3 clusters Score -1177228 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1177549.250000 Penalty: 2997.782959
	Iteration 2F: 3 clusters Score -1177549 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1177851.875000 Penalty: 2997.782959
	Iteration 3F: 3 clusters Score -1177852 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1178128.750000 Penalty: 2997.782959
	Iteration 4F: 3 clusters Score -1178129 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1178418.750000 Penalty: 2997.782959
	Iteration 5F: 3 clusters Score -1178419 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1178725.875000 Penalty: 2997.782959
	Iteration 6Q: 3 clusters Score -1178726 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1179057.625000 Penalty: 2997.782959
	Iteration 7F: 3 clusters Score -1179058 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1179433.625000 Penalty: 2997.782959
	Iteration 8F: 3 clusters Score -1179434 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1179828.750000 Penalty: 2997.782959
	Iteration 9F: 3 clusters Score -1179829 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1180137.000000 Penalty: 2997.782959
	Iteration 10Q: 3 clusters Score -1180137 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1180357.250000 Penalty: 2997.782959
	Iteration 11Q: 3 clusters Score -1180357 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1180502.375000 Penalty: 2997.782959
	Iteration 12Q: 3 clusters Score -1180502 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1180611.375000 Penalty: 2997.782959
	Iteration 13Q: 3 clusters Score -1180611 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1180680.875000 Penalty: 2997.782959
	Iteration 14Q: 3 clusters Score -1180681 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1180728.375000 Penalty: 2997.782959
	Iteration 15Q: 3 clusters Score -1180728 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1180753.000000 Penalty: 2997.782959
	Iteration 16Q: 3 clusters Score -1180753 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1180780.875000 Penalty: 2997.782959
	Iteration 17Q: 3 clusters Score -1180781 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1180808.375000 Penalty: 2997.782959
	Iteration 18Q: 3 clusters Score -1180808 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1180832.750000 Penalty: 2997.782959
	Iteration 19Q: 3 clusters Score -1180833 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1180851.250000 Penalty: 2997.782959
	Iteration 20F: 3 clusters Score -1180851 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1180865.500000 Penalty: 2997.782959
	Iteration 21Q: 3 clusters Score -1180866 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1180876.250000 Penalty: 2997.782959
	Iteration 22Q: 3 clusters Score -1180876 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1180887.250000 Penalty: 2997.782959
	Iteration 23Q: 3 clusters Score -1180887 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1180894.500000 Penalty: 2997.782959
	Iteration 24Q: 3 clusters Score -1180894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1180897.875000 Penalty: 2997.782959
	Iteration 25Q: 3 clusters Score -1180898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1180898.125000 Penalty: 2997.782959
	Iteration 26Q: 3 clusters Score -1180898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1180899.875000 Penalty: 2997.782959
	Iteration 27Q: 3 clusters Score -1180900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1180900.000000 Penalty: 2997.782959
	Iteration 28Q: 3 clusters Score -1180900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1180902.500000 Penalty: 2997.782959
	Iteration 29Q: 3 clusters Score -1180902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1180908.250000 Penalty: 2997.782959
	Iteration 30Q: 3 clusters Score -1180908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1180908.625000 Penalty: 2997.782959
	Iteration 31Q: 3 clusters Score -1180909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1180913.125000 Penalty: 2997.782959
	Iteration 32Q: 3 clusters Score -1180913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1180913.500000 Penalty: 2997.782959
	Iteration 33Q: 3 clusters Score -1180914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1180915.250000 Penalty: 2997.782959
	Iteration 34Q: 3 clusters Score -1180915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1180917.500000 Penalty: 2997.782959
	Iteration 35Q: 3 clusters Score -1180918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1180917.625000 Penalty: 2997.782959
	Iteration 36Q: 3 clusters Score -1180918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1180919.625000 Penalty: 2997.782959
	Iteration 37Q: 3 clusters Score -1180920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1180920.750000 Penalty: 2997.782959
	Iteration 38Q: 3 clusters Score -1180921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1180924.125000 Penalty: 2997.782959
	Iteration 39Q: 3 clusters Score -1180924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1180923.875000 Penalty: 2997.782959
	Iteration 40F: 3 clusters Score -1180924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1180927.125000 Penalty: 2997.782959
	Iteration 41Q: 3 clusters Score -1180927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1180931.750000 Penalty: 2997.782959
	Iteration 42Q: 3 clusters Score -1180932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1180933.125000 Penalty: 2997.782959
	Iteration 43Q: 3 clusters Score -1180933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1180932.000000 Penalty: 2997.782959
	Iteration 44Q: 3 clusters Score -1180932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1180932.750000 Penalty: 2997.782959
	Iteration 45Q: 3 clusters Score -1180933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1180934.375000 Penalty: 2997.782959
	Iteration 46Q: 3 clusters Score -1180934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1180933.375000 Penalty: 2997.782959
	Iteration 47Q: 3 clusters Score -1180933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1180934.875000 Penalty: 2997.782959
	Iteration 48Q: 3 clusters Score -1180935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1180934.750000 Penalty: 2997.782959
	Iteration 49Q: 3 clusters Score -1180935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1180936.500000 Penalty: 2997.782959
	Iteration 50Q: 3 clusters Score -1180936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1180937.125000 Penalty: 2997.782959
	Iteration 51Q: 3 clusters Score -1180937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1180937.125000 Penalty: 2997.782959
	Iteration 52F: 3 clusters Score -1180937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (81590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81590 members 
Entering Unmasked Estep 
Score: -9579534.000000 Penalty: 1837.787476
	Iteration 0F: 2 clusters Score -9579534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40797 members 
Mstep: Class 2 contains 40793 members 
Entering Unmasked Estep 
Score: -9525371.000000 Penalty: 3675.574951
	Iteration 0F: 3 clusters Score -9525371 nChanged 38783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40232 members 
Mstep: Class 2 contains 41358 members 
Entering Unmasked Estep 
Score: -9547793.000000 Penalty: 3675.574951
	Iteration 1F: 3 clusters Score -9547793 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40068 members 
Mstep: Class 2 contains 41522 members 
Entering Unmasked Estep 
Score: -9548432.000000 Penalty: 3675.574951
	Iteration 2Q: 3 clusters Score -9548432 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39886 members 
Mstep: Class 2 contains 41704 members 
Entering Unmasked Estep 
Score: -9549035.000000 Penalty: 3675.574951
	Iteration 3Q: 3 clusters Score -9549035 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39674 members 
Mstep: Class 2 contains 41916 members 
Entering Unmasked Estep 
Score: -9549842.000000 Penalty: 3675.574951
	Iteration 4Q: 3 clusters Score -9549842 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39359 members 
Mstep: Class 2 contains 42231 members 
Entering Unmasked Estep 
Score: -9551005.000000 Penalty: 3675.574951
	Iteration 5Q: 3 clusters Score -9551005 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39001 members 
Mstep: Class 2 contains 42589 members 
Entering Unmasked Estep 
Score: -9552747.000000 Penalty: 3675.574951
	Iteration 6Q: 3 clusters Score -9552747 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38584 members 
Mstep: Class 2 contains 43006 members 
Entering Unmasked Estep 
Score: -9555546.000000 Penalty: 3675.574951
	Iteration 7F: 3 clusters Score -9555546 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38149 members 
Mstep: Class 2 contains 43441 members 
Entering Unmasked Estep 
Score: -9559449.000000 Penalty: 3675.574951
	Iteration 8F: 3 clusters Score -9559449 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37859 members 
Mstep: Class 2 contains 43731 members 
Entering Unmasked Estep 
Score: -9562674.000000 Penalty: 3675.574951
	Iteration 9F: 3 clusters Score -9562674 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37575 members 
Mstep: Class 2 contains 44015 members 
Entering Unmasked Estep 
Score: -9564040.000000 Penalty: 3675.574951
	Iteration 10Q: 3 clusters Score -9564040 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37221 members 
Mstep: Class 2 contains 44369 members 
Entering Unmasked Estep 
Score: -9564590.000000 Penalty: 3675.574951
	Iteration 11Q: 3 clusters Score -9564590 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36868 members 
Mstep: Class 2 contains 44722 members 
Entering Unmasked Estep 
Score: -9564855.000000 Penalty: 3675.574951
	Iteration 12Q: 3 clusters Score -9564855 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36460 members 
Mstep: Class 2 contains 45130 members 
Entering Unmasked Estep 
Score: -9565171.000000 Penalty: 3675.574951
	Iteration 13Q: 3 clusters Score -9565171 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36027 members 
Mstep: Class 2 contains 45563 members 
Entering Unmasked Estep 
Score: -9565430.000000 Penalty: 3675.574951
	Iteration 14Q: 3 clusters Score -9565430 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35518 members 
Mstep: Class 2 contains 46072 members 
Entering Unmasked Estep 
Score: -9565824.000000 Penalty: 3675.574951
	Iteration 15Q: 3 clusters Score -9565824 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 46667 members 
Entering Unmasked Estep 
Score: -9566284.000000 Penalty: 3675.574951
	Iteration 16Q: 3 clusters Score -9566284 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34308 members 
Mstep: Class 2 contains 47282 members 
Entering Unmasked Estep 
Score: -9566831.000000 Penalty: 3675.574951
	Iteration 17Q: 3 clusters Score -9566831 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33612 members 
Mstep: Class 2 contains 47978 members 
Entering Unmasked Estep 
Score: -9567629.000000 Penalty: 3675.574951
	Iteration 18Q: 3 clusters Score -9567629 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 48775 members 
Entering Unmasked Estep 
Score: -9568630.000000 Penalty: 3675.574951
	Iteration 19Q: 3 clusters Score -9568630 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31963 members 
Mstep: Class 2 contains 49627 members 
Entering Unmasked Estep 
Score: -9569804.000000 Penalty: 3675.574951
	Iteration 20F: 3 clusters Score -9569804 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 50550 members 
Entering Unmasked Estep 
Score: -9571254.000000 Penalty: 3675.574951
	Iteration 21Q: 3 clusters Score -9571254 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30078 members 
Mstep: Class 2 contains 51512 members 
Entering Unmasked Estep 
Score: -9572857.000000 Penalty: 3675.574951
	Iteration 22Q: 3 clusters Score -9572857 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 52431 members 
Entering Unmasked Estep 
Score: -9574420.000000 Penalty: 3675.574951
	Iteration 23Q: 3 clusters Score -9574420 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 53344 members 
Entering Unmasked Estep 
Score: -9575647.000000 Penalty: 3675.574951
	Iteration 24Q: 3 clusters Score -9575647 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27450 members 
Mstep: Class 2 contains 54140 members 
Entering Unmasked Estep 
Score: -9576417.000000 Penalty: 3675.574951
	Iteration 25Q: 3 clusters Score -9576417 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 54864 members 
Entering Unmasked Estep 
Score: -9576853.000000 Penalty: 3675.574951
	Iteration 26Q: 3 clusters Score -9576853 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 55524 members 
Entering Unmasked Estep 
Score: -9577247.000000 Penalty: 3675.574951
	Iteration 27Q: 3 clusters Score -9577247 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 56177 members 
Entering Unmasked Estep 
Score: -9577398.000000 Penalty: 3675.574951
	Iteration 28Q: 3 clusters Score -9577398 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 56769 members 
Entering Unmasked Estep 
Score: -9577496.000000 Penalty: 3675.574951
	Iteration 29Q: 3 clusters Score -9577496 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 57355 members 
Entering Unmasked Estep 
Score: -9577545.000000 Penalty: 3675.574951
	Iteration 30Q: 3 clusters Score -9577545 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 57955 members 
Entering Unmasked Estep 
Score: -9577598.000000 Penalty: 3675.574951
	Iteration 31Q: 3 clusters Score -9577598 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 58603 members 
Entering Unmasked Estep 
Score: -9577628.000000 Penalty: 3675.574951
	Iteration 32Q: 3 clusters Score -9577628 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 59214 members 
Entering Unmasked Estep 
Score: -9577656.000000 Penalty: 3675.574951
	Iteration 33Q: 3 clusters Score -9577656 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 59855 members 
Entering Unmasked Estep 
Score: -9577635.000000 Penalty: 3675.574951
	Iteration 34Q: 3 clusters Score -9577635 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 60513 members 
Entering Unmasked Estep 
Score: -9577651.000000 Penalty: 3675.574951
	Iteration 35Q: 3 clusters Score -9577651 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 61184 members 
Entering Unmasked Estep 
Score: -9577663.000000 Penalty: 3675.574951
	Iteration 36Q: 3 clusters Score -9577663 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 61832 members 
Entering Unmasked Estep 
Score: -9577654.000000 Penalty: 3675.574951
	Iteration 37Q: 3 clusters Score -9577654 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 62470 members 
Entering Unmasked Estep 
Score: -9577644.000000 Penalty: 3675.574951
	Iteration 38Q: 3 clusters Score -9577644 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 63104 members 
Entering Unmasked Estep 
Score: -9577710.000000 Penalty: 3675.574951
	Iteration 39Q: 3 clusters Score -9577710 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 63717 members 
Entering Unmasked Estep 
Score: -9577713.000000 Penalty: 3675.574951
	Iteration 40F: 3 clusters Score -9577713 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 64323 members 
Entering Unmasked Estep 
Score: -9577760.000000 Penalty: 3675.574951
	Iteration 41Q: 3 clusters Score -9577760 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 64899 members 
Entering Unmasked Estep 
Score: -9577735.000000 Penalty: 3675.574951
	Iteration 42Q: 3 clusters Score -9577735 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 65475 members 
Entering Unmasked Estep 
Score: -9577810.000000 Penalty: 3675.574951
	Iteration 43Q: 3 clusters Score -9577810 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 66052 members 
Entering Unmasked Estep 
Score: -9577855.000000 Penalty: 3675.574951
	Iteration 44Q: 3 clusters Score -9577855 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 66592 members 
Entering Unmasked Estep 
Score: -9577773.000000 Penalty: 3675.574951
	Iteration 45Q: 3 clusters Score -9577773 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 67139 members 
Entering Unmasked Estep 
Score: -9577787.000000 Penalty: 3675.574951
	Iteration 46Q: 3 clusters Score -9577787 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 67678 members 
Entering Unmasked Estep 
Score: -9577803.000000 Penalty: 3675.574951
	Iteration 47Q: 3 clusters Score -9577803 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 68182 members 
Entering Unmasked Estep 
Score: -9577828.000000 Penalty: 3675.574951
	Iteration 48Q: 3 clusters Score -9577828 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 68685 members 
Entering Unmasked Estep 
Score: -9577805.000000 Penalty: 3675.574951
	Iteration 49Q: 3 clusters Score -9577805 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 69148 members 
Entering Unmasked Estep 
Score: -9577783.000000 Penalty: 3675.574951
	Iteration 50Q: 3 clusters Score -9577783 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 69584 members 
Entering Unmasked Estep 
Score: -9577804.000000 Penalty: 3675.574951
	Iteration 51Q: 3 clusters Score -9577804 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 70024 members 
Entering Unmasked Estep 
Score: -9577803.000000 Penalty: 3675.574951
	Iteration 52Q: 3 clusters Score -9577803 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 70397 members 
Entering Unmasked Estep 
Score: -9577780.000000 Penalty: 3675.574951
	Iteration 53Q: 3 clusters Score -9577780 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 70760 members 
Entering Unmasked Estep 
Score: -9577760.000000 Penalty: 3675.574951
	Iteration 54Q: 3 clusters Score -9577760 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 71127 members 
Entering Unmasked Estep 
Score: -9577772.000000 Penalty: 3675.574951
	Iteration 55Q: 3 clusters Score -9577772 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 71501 members 
Entering Unmasked Estep 
Score: -9577803.000000 Penalty: 3675.574951
	Iteration 56Q: 3 clusters Score -9577803 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 71821 members 
Entering Unmasked Estep 
Score: -9577812.000000 Penalty: 3675.574951
	Iteration 57Q: 3 clusters Score -9577812 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 72132 members 
Entering Unmasked Estep 
Score: -9577815.000000 Penalty: 3675.574951
	Iteration 58Q: 3 clusters Score -9577815 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 72422 members 
Entering Unmasked Estep 
Score: -9577780.000000 Penalty: 3675.574951
	Iteration 59Q: 3 clusters Score -9577780 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 72720 members 
Entering Unmasked Estep 
Score: -9577748.000000 Penalty: 3675.574951
	Iteration 60F: 3 clusters Score -9577748 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 72992 members 
Entering Unmasked Estep 
Score: -9577773.000000 Penalty: 3675.574951
	Iteration 61Q: 3 clusters Score -9577773 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 73254 members 
Entering Unmasked Estep 
Score: -9577715.000000 Penalty: 3675.574951
	Iteration 62Q: 3 clusters Score -9577715 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 73502 members 
Entering Unmasked Estep 
Score: -9577702.000000 Penalty: 3675.574951
	Iteration 63Q: 3 clusters Score -9577702 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 73770 members 
Entering Unmasked Estep 
Score: -9577721.000000 Penalty: 3675.574951
	Iteration 64Q: 3 clusters Score -9577721 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 74026 members 
Entering Unmasked Estep 
Score: -9577700.000000 Penalty: 3675.574951
	Iteration 65Q: 3 clusters Score -9577700 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 74255 members 
Entering Unmasked Estep 
Score: -9577659.000000 Penalty: 3675.574951
	Iteration 66Q: 3 clusters Score -9577659 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 74433 members 
Entering Unmasked Estep 
Score: -9577661.000000 Penalty: 3675.574951
	Iteration 67Q: 3 clusters Score -9577661 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 74607 members 
Entering Unmasked Estep 
Score: -9577658.000000 Penalty: 3675.574951
	Iteration 68Q: 3 clusters Score -9577658 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 74789 members 
Entering Unmasked Estep 
Score: -9577665.000000 Penalty: 3675.574951
	Iteration 69Q: 3 clusters Score -9577665 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 74973 members 
Entering Unmasked Estep 
Score: -9577634.000000 Penalty: 3675.574951
	Iteration 70Q: 3 clusters Score -9577634 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 75147 members 
Entering Unmasked Estep 
Score: -9577615.000000 Penalty: 3675.574951
	Iteration 71Q: 3 clusters Score -9577615 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 75317 members 
Entering Unmasked Estep 
Score: -9577622.000000 Penalty: 3675.574951
	Iteration 72Q: 3 clusters Score -9577622 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 75480 members 
Entering Unmasked Estep 
Score: -9577598.000000 Penalty: 3675.574951
	Iteration 73Q: 3 clusters Score -9577598 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 75619 members 
Entering Unmasked Estep 
Score: -9577589.000000 Penalty: 3675.574951
	Iteration 74Q: 3 clusters Score -9577589 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 75764 members 
Entering Unmasked Estep 
Score: -9577578.000000 Penalty: 3675.574951
	Iteration 75Q: 3 clusters Score -9577578 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 75924 members 
Entering Unmasked Estep 
Score: -9577577.000000 Penalty: 3675.574951
	Iteration 76Q: 3 clusters Score -9577577 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 76082 members 
Entering Unmasked Estep 
Score: -9577555.000000 Penalty: 3675.574951
	Iteration 77Q: 3 clusters Score -9577555 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 76231 members 
Entering Unmasked Estep 
Score: -9577559.000000 Penalty: 3675.574951
	Iteration 78Q: 3 clusters Score -9577559 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 76387 members 
Entering Unmasked Estep 
Score: -9577555.000000 Penalty: 3675.574951
	Iteration 79Q: 3 clusters Score -9577555 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 76547 members 
Entering Unmasked Estep 
Score: -9577518.000000 Penalty: 3675.574951
	Iteration 80F: 3 clusters Score -9577518 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 76683 members 
Entering Unmasked Estep 
Score: -9577515.000000 Penalty: 3675.574951
	Iteration 81Q: 3 clusters Score -9577515 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 76819 members 
Entering Unmasked Estep 
Score: -9577513.000000 Penalty: 3675.574951
	Iteration 82Q: 3 clusters Score -9577513 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 76971 members 
Entering Unmasked Estep 
Score: -9577495.000000 Penalty: 3675.574951
	Iteration 83Q: 3 clusters Score -9577495 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 77125 members 
Entering Unmasked Estep 
Score: -9577494.000000 Penalty: 3675.574951
	Iteration 84Q: 3 clusters Score -9577494 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 77289 members 
Entering Unmasked Estep 
Score: -9577515.000000 Penalty: 3675.574951
	Iteration 85Q: 3 clusters Score -9577515 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 77507 members 
Entering Unmasked Estep 
Score: -9577532.000000 Penalty: 3675.574951
	Iteration 86Q: 3 clusters Score -9577532 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 77724 members 
Entering Unmasked Estep 
Score: -9577562.000000 Penalty: 3675.574951
	Iteration 87Q: 3 clusters Score -9577562 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 77916 members 
Entering Unmasked Estep 
Score: -9577565.000000 Penalty: 3675.574951
	Iteration 88Q: 3 clusters Score -9577565 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 78118 members 
Entering Unmasked Estep 
Score: -9577584.000000 Penalty: 3675.574951
	Iteration 89Q: 3 clusters Score -9577584 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 78333 members 
Entering Unmasked Estep 
Score: -9577648.000000 Penalty: 3675.574951
	Iteration 90Q: 3 clusters Score -9577648 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 78562 members 
Entering Unmasked Estep 
Score: -9577654.000000 Penalty: 3675.574951
	Iteration 91Q: 3 clusters Score -9577654 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 78787 members 
Entering Unmasked Estep 
Score: -9577688.000000 Penalty: 3675.574951
	Iteration 92Q: 3 clusters Score -9577688 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 78982 members 
Entering Unmasked Estep 
Score: -9577721.000000 Penalty: 3675.574951
	Iteration 93Q: 3 clusters Score -9577721 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 79142 members 
Entering Unmasked Estep 
Score: -9577743.000000 Penalty: 3675.574951
	Iteration 94Q: 3 clusters Score -9577743 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 79325 members 
Entering Unmasked Estep 
Score: -9577765.000000 Penalty: 3675.574951
	Iteration 95Q: 3 clusters Score -9577765 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 79482 members 
Entering Unmasked Estep 
Score: -9577804.000000 Penalty: 3675.574951
	Iteration 96Q: 3 clusters Score -9577804 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 79625 members 
Entering Unmasked Estep 
Score: -9577856.000000 Penalty: 3675.574951
	Iteration 97Q: 3 clusters Score -9577856 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 79781 members 
Entering Unmasked Estep 
Score: -9577871.000000 Penalty: 3675.574951
	Iteration 98Q: 3 clusters Score -9577871 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 79916 members 
Entering Unmasked Estep 
Score: -9577889.000000 Penalty: 3675.574951
	Iteration 99Q: 3 clusters Score -9577889 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 80018 members 
Entering Unmasked Estep 
Score: -9577910.000000 Penalty: 3675.574951
	Iteration 100F: 3 clusters Score -9577910 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 80113 members 
Entering Unmasked Estep 
Score: -9577930.000000 Penalty: 3675.574951
	Iteration 101Q: 3 clusters Score -9577930 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 80207 members 
Entering Unmasked Estep 
Score: -9577962.000000 Penalty: 3675.574951
	Iteration 102Q: 3 clusters Score -9577962 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 80285 members 
Entering Unmasked Estep 
Score: -9577974.000000 Penalty: 3675.574951
	Iteration 103Q: 3 clusters Score -9577974 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 80362 members 
Entering Unmasked Estep 
Score: -9577991.000000 Penalty: 3675.574951
	Iteration 104Q: 3 clusters Score -9577991 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 80427 members 
Entering Unmasked Estep 
Score: -9578006.000000 Penalty: 3675.574951
	Iteration 105Q: 3 clusters Score -9578006 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 80495 members 
Entering Unmasked Estep 
Score: -9578018.000000 Penalty: 3675.574951
	Iteration 106Q: 3 clusters Score -9578018 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 80550 members 
Entering Unmasked Estep 
Score: -9578018.000000 Penalty: 3675.574951
	Iteration 107Q: 3 clusters Score -9578018 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 80593 members 
Entering Unmasked Estep 
Score: -9578018.000000 Penalty: 3675.574951
	Iteration 108Q: 3 clusters Score -9578018 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 80635 members 
Entering Unmasked Estep 
Score: -9578041.000000 Penalty: 3675.574951
	Iteration 109Q: 3 clusters Score -9578041 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 80677 members 
Entering Unmasked Estep 
Score: -9578044.000000 Penalty: 3675.574951
	Iteration 110Q: 3 clusters Score -9578044 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 80706 members 
Entering Unmasked Estep 
Score: -9578044.000000 Penalty: 3675.574951
	Iteration 111Q: 3 clusters Score -9578044 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 80735 members 
Entering Unmasked Estep 
Score: -9578052.000000 Penalty: 3675.574951
	Iteration 112Q: 3 clusters Score -9578052 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 80757 members 
Entering Unmasked Estep 
Score: -9578063.000000 Penalty: 3675.574951
	Iteration 113Q: 3 clusters Score -9578063 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 80785 members 
Entering Unmasked Estep 
Score: -9578086.000000 Penalty: 3675.574951
	Iteration 114Q: 3 clusters Score -9578086 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 80809 members 
Entering Unmasked Estep 
Score: -9578085.000000 Penalty: 3675.574951
	Iteration 115Q: 3 clusters Score -9578085 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 80830 members 
Entering Unmasked Estep 
Score: -9578093.000000 Penalty: 3675.574951
	Iteration 116Q: 3 clusters Score -9578093 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 80847 members 
Entering Unmasked Estep 
Score: -9578098.000000 Penalty: 3675.574951
	Iteration 117Q: 3 clusters Score -9578098 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 80870 members 
Entering Unmasked Estep 
Score: -9578106.000000 Penalty: 3675.574951
	Iteration 118Q: 3 clusters Score -9578106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 80887 members 
Entering Unmasked Estep 
Score: -9578123.000000 Penalty: 3675.574951
	Iteration 119Q: 3 clusters Score -9578123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 80896 members 
Entering Unmasked Estep 
Score: -9578106.000000 Penalty: 3675.574951
	Iteration 120F: 3 clusters Score -9578106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 80904 members 
Entering Unmasked Estep 
Score: -9578111.000000 Penalty: 3675.574951
	Iteration 121Q: 3 clusters Score -9578111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 80912 members 
Entering Unmasked Estep 
Score: -9578107.000000 Penalty: 3675.574951
	Iteration 122Q: 3 clusters Score -9578107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 80919 members 
Entering Unmasked Estep 
Score: -9578116.000000 Penalty: 3675.574951
	Iteration 123Q: 3 clusters Score -9578116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 80926 members 
Entering Unmasked Estep 
Score: -9578111.000000 Penalty: 3675.574951
	Iteration 124Q: 3 clusters Score -9578111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 80929 members 
Entering Unmasked Estep 
Score: -9578112.000000 Penalty: 3675.574951
	Iteration 125Q: 3 clusters Score -9578112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 80931 members 
Entering Unmasked Estep 
Score: -9578116.000000 Penalty: 3675.574951
	Iteration 126Q: 3 clusters Score -9578116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 80932 members 
Entering Unmasked Estep 
Score: -9578121.000000 Penalty: 3675.574951
	Iteration 127Q: 3 clusters Score -9578121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 80935 members 
Entering Unmasked Estep 
Score: -9578116.000000 Penalty: 3675.574951
	Iteration 128Q: 3 clusters Score -9578116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 80937 members 
Entering Unmasked Estep 
Score: -9578116.000000 Penalty: 3675.574951
	Iteration 129Q: 3 clusters Score -9578116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 80938 members 
Entering Unmasked Estep 
Score: -9578117.000000 Penalty: 3675.574951
	Iteration 130Q: 3 clusters Score -9578117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 80939 members 
Entering Unmasked Estep 
Score: -9578117.000000 Penalty: 3675.574951
	Iteration 131Q: 3 clusters Score -9578117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 80940 members 
Entering Unmasked Estep 
Score: -9578115.000000 Penalty: 3675.574951
	Iteration 132Q: 3 clusters Score -9578115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 80940 members 
Entering Unmasked Estep 
Score: -9578116.000000 Penalty: 3675.574951
	Iteration 133Q: 3 clusters Score -9578116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 80942 members 
Entering Unmasked Estep 
Score: -9578110.000000 Penalty: 3675.574951
	Iteration 134Q: 3 clusters Score -9578110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 80942 members 
Entering Unmasked Estep 
Score: -9578110.000000 Penalty: 3675.574951
	Iteration 135F: 3 clusters Score -9578110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (89012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89012 members 
Entering Unmasked Estep 
Score: -10589204.000000 Penalty: 1851.935547
	Iteration 0F: 2 clusters Score -1.05892e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44589 members 
Mstep: Class 2 contains 44423 members 
Entering Unmasked Estep 
Score: -10530231.000000 Penalty: 3703.871094
	Iteration 0F: 3 clusters Score -1.053023e+07 nChanged 42479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45440 members 
Mstep: Class 2 contains 43572 members 
Entering Unmasked Estep 
Score: -10555423.000000 Penalty: 3703.871094
	Iteration 1F: 3 clusters Score -1.055542e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46016 members 
Mstep: Class 2 contains 42996 members 
Entering Unmasked Estep 
Score: -10556707.000000 Penalty: 3703.871094
	Iteration 2Q: 3 clusters Score -1.055671e+07 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46860 members 
Mstep: Class 2 contains 42152 members 
Entering Unmasked Estep 
Score: -10558473.000000 Penalty: 3703.871094
	Iteration 3Q: 3 clusters Score -1.055847e+07 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48339 members 
Mstep: Class 2 contains 40673 members 
Entering Unmasked Estep 
Score: -10560636.000000 Penalty: 3703.871094
	Iteration 4F: 3 clusters Score -1.056064e+07 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50669 members 
Mstep: Class 2 contains 38343 members 
Entering Unmasked Estep 
Score: -10563434.000000 Penalty: 3703.871094
	Iteration 5F: 3 clusters Score -1.056343e+07 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54062 members 
Mstep: Class 2 contains 34950 members 
Entering Unmasked Estep 
Score: -10567516.000000 Penalty: 3703.871094
	Iteration 6F: 3 clusters Score -1.056752e+07 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57924 members 
Mstep: Class 2 contains 31088 members 
Entering Unmasked Estep 
Score: -10572914.000000 Penalty: 3703.871094
	Iteration 7F: 3 clusters Score -1.057291e+07 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61192 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -10578719.000000 Penalty: 3703.871094
	Iteration 8F: 3 clusters Score -1.057872e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63102 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -10581879.000000 Penalty: 3703.871094
	Iteration 9Q: 3 clusters Score -1.058188e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64300 members 
Mstep: Class 2 contains 24712 members 
Entering Unmasked Estep 
Score: -10583007.000000 Penalty: 3703.871094
	Iteration 10Q: 3 clusters Score -1.058301e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65189 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -10583535.000000 Penalty: 3703.871094
	Iteration 11Q: 3 clusters Score -1.058354e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65917 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -10583831.000000 Penalty: 3703.871094
	Iteration 12Q: 3 clusters Score -1.058383e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66597 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -10584072.000000 Penalty: 3703.871094
	Iteration 13Q: 3 clusters Score -1.058407e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67188 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -10584164.000000 Penalty: 3703.871094
	Iteration 14Q: 3 clusters Score -1.058416e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67764 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -10584348.000000 Penalty: 3703.871094
	Iteration 15Q: 3 clusters Score -1.058435e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68315 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -10584462.000000 Penalty: 3703.871094
	Iteration 16Q: 3 clusters Score -1.058446e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68881 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -10584583.000000 Penalty: 3703.871094
	Iteration 17Q: 3 clusters Score -1.058458e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69447 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -10584683.000000 Penalty: 3703.871094
	Iteration 18Q: 3 clusters Score -1.058468e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70003 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -10584777.000000 Penalty: 3703.871094
	Iteration 19Q: 3 clusters Score -1.058478e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70572 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -10584879.000000 Penalty: 3703.871094
	Iteration 20F: 3 clusters Score -1.058488e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71147 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -10584940.000000 Penalty: 3703.871094
	Iteration 21Q: 3 clusters Score -1.058494e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71732 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -10585003.000000 Penalty: 3703.871094
	Iteration 22Q: 3 clusters Score -1.0585e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72309 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -10585113.000000 Penalty: 3703.871094
	Iteration 23Q: 3 clusters Score -1.058511e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72923 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -10585235.000000 Penalty: 3703.871094
	Iteration 24Q: 3 clusters Score -1.058524e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73542 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -10585342.000000 Penalty: 3703.871094
	Iteration 25Q: 3 clusters Score -1.058534e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74137 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -10585472.000000 Penalty: 3703.871094
	Iteration 26Q: 3 clusters Score -1.058547e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74697 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -10585543.000000 Penalty: 3703.871094
	Iteration 27Q: 3 clusters Score -1.058554e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75236 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -10585639.000000 Penalty: 3703.871094
	Iteration 28Q: 3 clusters Score -1.058564e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75772 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -10585689.000000 Penalty: 3703.871094
	Iteration 29Q: 3 clusters Score -1.058569e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76266 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -10585763.000000 Penalty: 3703.871094
	Iteration 30Q: 3 clusters Score -1.058576e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76711 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -10585838.000000 Penalty: 3703.871094
	Iteration 31Q: 3 clusters Score -1.058584e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77171 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -10585893.000000 Penalty: 3703.871094
	Iteration 32Q: 3 clusters Score -1.058589e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77641 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -10585971.000000 Penalty: 3703.871094
	Iteration 33Q: 3 clusters Score -1.058597e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78094 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -10586054.000000 Penalty: 3703.871094
	Iteration 34Q: 3 clusters Score -1.058605e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78528 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -10586079.000000 Penalty: 3703.871094
	Iteration 35Q: 3 clusters Score -1.058608e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78901 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -10586167.000000 Penalty: 3703.871094
	Iteration 36Q: 3 clusters Score -1.058617e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79263 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -10586226.000000 Penalty: 3703.871094
	Iteration 37Q: 3 clusters Score -1.058623e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79656 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -10586303.000000 Penalty: 3703.871094
	Iteration 38Q: 3 clusters Score -1.05863e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80058 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -10586375.000000 Penalty: 3703.871094
	Iteration 39Q: 3 clusters Score -1.058638e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80453 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -10586478.000000 Penalty: 3703.871094
	Iteration 40F: 3 clusters Score -1.058648e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80876 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -10586590.000000 Penalty: 3703.871094
	Iteration 41Q: 3 clusters Score -1.058659e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81291 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -10586616.000000 Penalty: 3703.871094
	Iteration 42Q: 3 clusters Score -1.058662e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81729 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -10586724.000000 Penalty: 3703.871094
	Iteration 43Q: 3 clusters Score -1.058672e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82178 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -10586796.000000 Penalty: 3703.871094
	Iteration 44Q: 3 clusters Score -1.05868e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82615 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -10586894.000000 Penalty: 3703.871094
	Iteration 45Q: 3 clusters Score -1.058689e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83045 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -10586984.000000 Penalty: 3703.871094
	Iteration 46Q: 3 clusters Score -1.058698e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83438 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -10587057.000000 Penalty: 3703.871094
	Iteration 47Q: 3 clusters Score -1.058706e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83814 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -10587105.000000 Penalty: 3703.871094
	Iteration 48Q: 3 clusters Score -1.05871e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84134 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -10587179.000000 Penalty: 3703.871094
	Iteration 49Q: 3 clusters Score -1.058718e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84469 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -10587276.000000 Penalty: 3703.871094
	Iteration 50Q: 3 clusters Score -1.058728e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84804 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -10587365.000000 Penalty: 3703.871094
	Iteration 51Q: 3 clusters Score -1.058736e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85112 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -10587442.000000 Penalty: 3703.871094
	Iteration 52Q: 3 clusters Score -1.058744e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85428 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -10587546.000000 Penalty: 3703.871094
	Iteration 53Q: 3 clusters Score -1.058755e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85728 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -10587681.000000 Penalty: 3703.871094
	Iteration 54Q: 3 clusters Score -1.058768e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85985 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -10587803.000000 Penalty: 3703.871094
	Iteration 55Q: 3 clusters Score -1.05878e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86217 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -10587890.000000 Penalty: 3703.871094
	Iteration 56Q: 3 clusters Score -1.058789e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86434 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -10588003.000000 Penalty: 3703.871094
	Iteration 57Q: 3 clusters Score -1.0588e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86602 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -10588114.000000 Penalty: 3703.871094
	Iteration 58Q: 3 clusters Score -1.058811e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86737 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -10588225.000000 Penalty: 3703.871094
	Iteration 59Q: 3 clusters Score -1.058822e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86849 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -10588233.000000 Penalty: 3703.871094
	Iteration 60F: 3 clusters Score -1.058823e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86939 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -10588272.000000 Penalty: 3703.871094
	Iteration 61Q: 3 clusters Score -1.058827e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87014 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -10588293.000000 Penalty: 3703.871094
	Iteration 62Q: 3 clusters Score -1.058829e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87066 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -10588332.000000 Penalty: 3703.871094
	Iteration 63Q: 3 clusters Score -1.058833e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87102 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -10588317.000000 Penalty: 3703.871094
	Iteration 64Q: 3 clusters Score -1.058832e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87120 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -10588330.000000 Penalty: 3703.871094
	Iteration 65Q: 3 clusters Score -1.058833e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87142 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -10588340.000000 Penalty: 3703.871094
	Iteration 66Q: 3 clusters Score -1.058834e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87154 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -10588346.000000 Penalty: 3703.871094
	Iteration 67Q: 3 clusters Score -1.058835e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87172 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -10588355.000000 Penalty: 3703.871094
	Iteration 68Q: 3 clusters Score -1.058836e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87183 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -10588350.000000 Penalty: 3703.871094
	Iteration 69Q: 3 clusters Score -1.058835e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87195 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -10588337.000000 Penalty: 3703.871094
	Iteration 70Q: 3 clusters Score -1.058834e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87206 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -10588342.000000 Penalty: 3703.871094
	Iteration 71Q: 3 clusters Score -1.058834e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87216 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -10588346.000000 Penalty: 3703.871094
	Iteration 72Q: 3 clusters Score -1.058835e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87226 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -10588357.000000 Penalty: 3703.871094
	Iteration 73Q: 3 clusters Score -1.058836e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87237 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -10588357.000000 Penalty: 3703.871094
	Iteration 74Q: 3 clusters Score -1.058836e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87246 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -10588372.000000 Penalty: 3703.871094
	Iteration 75Q: 3 clusters Score -1.058837e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87256 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -10588379.000000 Penalty: 3703.871094
	Iteration 76Q: 3 clusters Score -1.058838e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87262 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -10588383.000000 Penalty: 3703.871094
	Iteration 77Q: 3 clusters Score -1.058838e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87268 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -10588392.000000 Penalty: 3703.871094
	Iteration 78Q: 3 clusters Score -1.058839e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87271 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -10588389.000000 Penalty: 3703.871094
	Iteration 79Q: 3 clusters Score -1.058839e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87274 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -10588381.000000 Penalty: 3703.871094
	Iteration 80F: 3 clusters Score -1.058838e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87275 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -10588392.000000 Penalty: 3703.871094
	Iteration 81Q: 3 clusters Score -1.058839e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87281 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -10588382.000000 Penalty: 3703.871094
	Iteration 82Q: 3 clusters Score -1.058838e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87284 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -10588386.000000 Penalty: 3703.871094
	Iteration 83Q: 3 clusters Score -1.058839e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87285 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -10588392.000000 Penalty: 3703.871094
	Iteration 84Q: 3 clusters Score -1.058839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87287 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -10588400.000000 Penalty: 3703.871094
	Iteration 85Q: 3 clusters Score -1.05884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87290 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -10588396.000000 Penalty: 3703.871094
	Iteration 86Q: 3 clusters Score -1.05884e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87292 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -10588393.000000 Penalty: 3703.871094
	Iteration 87Q: 3 clusters Score -1.058839e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87295 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -10588387.000000 Penalty: 3703.871094
	Iteration 88Q: 3 clusters Score -1.058839e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87298 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -10588396.000000 Penalty: 3703.871094
	Iteration 89Q: 3 clusters Score -1.05884e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87298 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -10588396.000000 Penalty: 3703.871094
	Iteration 90F: 3 clusters Score -1.05884e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (29792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29792 members 
Entering Unmasked Estep 
Score: -3285594.250000 Penalty: 1674.074219
	Iteration 0F: 2 clusters Score -3285594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -3265561.500000 Penalty: 3348.148438
	Iteration 0F: 3 clusters Score -3265562 nChanged 13614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -3273209.500000 Penalty: 3348.148438
	Iteration 1F: 3 clusters Score -3273210 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -3273739.250000 Penalty: 3348.148438
	Iteration 2Q: 3 clusters Score -3273739 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -3274393.000000 Penalty: 3348.148438
	Iteration 3Q: 3 clusters Score -3274393 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -3275252.250000 Penalty: 3348.148438
	Iteration 4F: 3 clusters Score -3275252 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -3276368.750000 Penalty: 3348.148438
	Iteration 5F: 3 clusters Score -3276369 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -3277836.250000 Penalty: 3348.148438
	Iteration 6F: 3 clusters Score -3277836 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -3279421.500000 Penalty: 3348.148438
	Iteration 7F: 3 clusters Score -3279422 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -3280759.500000 Penalty: 3348.148438
	Iteration 8F: 3 clusters Score -3280760 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -3281657.750000 Penalty: 3348.148438
	Iteration 9Q: 3 clusters Score -3281658 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -3282296.000000 Penalty: 3348.148438
	Iteration 10Q: 3 clusters Score -3282296 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -3282737.250000 Penalty: 3348.148438
	Iteration 11Q: 3 clusters Score -3282737 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -3283068.000000 Penalty: 3348.148438
	Iteration 12Q: 3 clusters Score -3283068 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -3283342.250000 Penalty: 3348.148438
	Iteration 13Q: 3 clusters Score -3283342 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -3283549.250000 Penalty: 3348.148438
	Iteration 14Q: 3 clusters Score -3283549 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -3283686.000000 Penalty: 3348.148438
	Iteration 15Q: 3 clusters Score -3283686 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
Score: -3283806.750000 Penalty: 3348.148438
	Iteration 16Q: 3 clusters Score -3283807 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -3283897.750000 Penalty: 3348.148438
	Iteration 17Q: 3 clusters Score -3283898 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -3283959.000000 Penalty: 3348.148438
	Iteration 18Q: 3 clusters Score -3283959 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 27956 members 
Entering Unmasked Estep 
Score: -3283996.500000 Penalty: 3348.148438
	Iteration 19Q: 3 clusters Score -3283996 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 28024 members 
Entering Unmasked Estep 
Score: -3284027.750000 Penalty: 3348.148438
	Iteration 20F: 3 clusters Score -3284028 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -3284053.250000 Penalty: 3348.148438
	Iteration 21Q: 3 clusters Score -3284053 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -3284086.000000 Penalty: 3348.148438
	Iteration 22Q: 3 clusters Score -3284086 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -3284092.000000 Penalty: 3348.148438
	Iteration 23Q: 3 clusters Score -3284092 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -3284104.750000 Penalty: 3348.148438
	Iteration 24Q: 3 clusters Score -3284105 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -3284129.250000 Penalty: 3348.148438
	Iteration 25Q: 3 clusters Score -3284129 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -3284142.250000 Penalty: 3348.148438
	Iteration 26Q: 3 clusters Score -3284142 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -3284153.000000 Penalty: 3348.148438
	Iteration 27Q: 3 clusters Score -3284153 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -3284158.000000 Penalty: 3348.148438
	Iteration 28Q: 3 clusters Score -3284158 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 28405 members 
Entering Unmasked Estep 
Score: -3284166.250000 Penalty: 3348.148438
	Iteration 29Q: 3 clusters Score -3284166 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -3284178.000000 Penalty: 3348.148438
	Iteration 30Q: 3 clusters Score -3284178 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -3284178.500000 Penalty: 3348.148438
	Iteration 31Q: 3 clusters Score -3284178 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -3284188.500000 Penalty: 3348.148438
	Iteration 32Q: 3 clusters Score -3284188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 28471 members 
Entering Unmasked Estep 
Score: -3284189.250000 Penalty: 3348.148438
	Iteration 33Q: 3 clusters Score -3284189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 28476 members 
Entering Unmasked Estep 
Score: -3284189.750000 Penalty: 3348.148438
	Iteration 34Q: 3 clusters Score -3284190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 28483 members 
Entering Unmasked Estep 
Score: -3284187.750000 Penalty: 3348.148438
	Iteration 35Q: 3 clusters Score -3284188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 28487 members 
Entering Unmasked Estep 
Score: -3284185.250000 Penalty: 3348.148438
	Iteration 36Q: 3 clusters Score -3284185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 28490 members 
Entering Unmasked Estep 
Score: -3284187.750000 Penalty: 3348.148438
	Iteration 37Q: 3 clusters Score -3284188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -3284185.500000 Penalty: 3348.148438
	Iteration 38Q: 3 clusters Score -3284186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 28494 members 
Entering Unmasked Estep 
Score: -3284189.250000 Penalty: 3348.148438
	Iteration 39Q: 3 clusters Score -3284189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 28498 members 
Entering Unmasked Estep 
Score: -3284192.250000 Penalty: 3348.148438
	Iteration 40F: 3 clusters Score -3284192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -3284191.250000 Penalty: 3348.148438
	Iteration 41Q: 3 clusters Score -3284191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -3284191.250000 Penalty: 3348.148438
	Iteration 42F: 3 clusters Score -3284191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -82954.171875 Penalty: 1104.665283
	Iteration 0F: 2 clusters Score -82954.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -81647.953125 Penalty: 2209.330566
	Iteration 0F: 3 clusters Score -81647.95 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -81951.000000 Penalty: 2209.330566
	Iteration 1F: 3 clusters Score -81951 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -82054.195312 Penalty: 2209.330566
	Iteration 2F: 3 clusters Score -82054.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -82121.898438 Penalty: 2209.330566
	Iteration 3F: 3 clusters Score -82121.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -82187.914062 Penalty: 2209.330566
	Iteration 4F: 3 clusters Score -82187.91 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -82249.828125 Penalty: 2209.330566
	Iteration 5Q: 3 clusters Score -82249.83 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -82281.171875 Penalty: 2209.330566
	Iteration 6Q: 3 clusters Score -82281.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -82305.523438 Penalty: 2209.330566
	Iteration 7Q: 3 clusters Score -82305.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -82320.609375 Penalty: 2209.330566
	Iteration 8Q: 3 clusters Score -82320.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -82326.468750 Penalty: 2209.330566
	Iteration 9Q: 3 clusters Score -82326.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -82335.804688 Penalty: 2209.330566
	Iteration 10Q: 3 clusters Score -82335.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -82384.585938 Penalty: 2209.330566
	Iteration 11Q: 3 clusters Score -82384.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -82412.039062 Penalty: 2209.330566
	Iteration 12Q: 3 clusters Score -82412.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -82434.726562 Penalty: 2209.330566
	Iteration 13Q: 3 clusters Score -82434.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -82447.320312 Penalty: 2209.330566
	Iteration 14Q: 3 clusters Score -82447.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -82456.046875 Penalty: 2209.330566
	Iteration 15Q: 3 clusters Score -82456.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -82473.125000 Penalty: 2209.330566
	Iteration 16Q: 3 clusters Score -82473.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -82500.656250 Penalty: 2209.330566
	Iteration 17Q: 3 clusters Score -82500.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -82523.515625 Penalty: 2209.330566
	Iteration 18Q: 3 clusters Score -82523.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -82534.367188 Penalty: 2209.330566
	Iteration 19Q: 3 clusters Score -82534.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -82549.937500 Penalty: 2209.330566
	Iteration 20F: 3 clusters Score -82549.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -82552.976562 Penalty: 2209.330566
	Iteration 21Q: 3 clusters Score -82552.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -82555.156250 Penalty: 2209.330566
	Iteration 22Q: 3 clusters Score -82555.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -82555.156250 Penalty: 2209.330566
	Iteration 23F: 3 clusters Score -82555.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Entering Unmasked Estep 
Score: -82707.734375 Penalty: 1090.261963
	Iteration 0F: 2 clusters Score -82707.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -81447.859375 Penalty: 2180.523926
	Iteration 0F: 3 clusters Score -81447.86 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -81856.296875 Penalty: 2180.523926
	Iteration 1F: 3 clusters Score -81856.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -82029.046875 Penalty: 2180.523926
	Iteration 2F: 3 clusters Score -82029.05 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -82108.242188 Penalty: 2180.523926
	Iteration 3F: 3 clusters Score -82108.24 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -82176.445312 Penalty: 2180.523926
	Iteration 4Q: 3 clusters Score -82176.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -82195.265625 Penalty: 2180.523926
	Iteration 5Q: 3 clusters Score -82195.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -82200.671875 Penalty: 2180.523926
	Iteration 6Q: 3 clusters Score -82200.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -82204.265625 Penalty: 2180.523926
	Iteration 7Q: 3 clusters Score -82204.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -82211.640625 Penalty: 2180.523926
	Iteration 8Q: 3 clusters Score -82211.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -82224.968750 Penalty: 2180.523926
	Iteration 9Q: 3 clusters Score -82224.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -82232.539062 Penalty: 2180.523926
	Iteration 10Q: 3 clusters Score -82232.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -82234.343750 Penalty: 2180.523926
	Iteration 11Q: 3 clusters Score -82234.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -82235.750000 Penalty: 2180.523926
	Iteration 12Q: 3 clusters Score -82235.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -82241.164062 Penalty: 2180.523926
	Iteration 13Q: 3 clusters Score -82241.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -82249.296875 Penalty: 2180.523926
	Iteration 14Q: 3 clusters Score -82249.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -82251.765625 Penalty: 2180.523926
	Iteration 15Q: 3 clusters Score -82251.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -82254.226562 Penalty: 2180.523926
	Iteration 16Q: 3 clusters Score -82254.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -82254.687500 Penalty: 2180.523926
	Iteration 17Q: 3 clusters Score -82254.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -82254.687500 Penalty: 2180.523926
	Iteration 18F: 3 clusters Score -82254.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Entering Unmasked Estep 
Score: -280505.343750 Penalty: 1277.593262
	Iteration 0F: 2 clusters Score -280505.3 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 1257 members 
Entering Unmasked Estep 
Score: -278039.312500 Penalty: 2555.186523
	Iteration 0F: 3 clusters Score -278039.3 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -278601.906250 Penalty: 2555.186523
	Iteration 1F: 3 clusters Score -278601.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -278723.937500 Penalty: 2555.186523
	Iteration 2F: 3 clusters Score -278723.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -278787.437500 Penalty: 2555.186523
	Iteration 3Q: 3 clusters Score -278787.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -278839.718750 Penalty: 2555.186523
	Iteration 4Q: 3 clusters Score -278839.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -278892.125000 Penalty: 2555.186523
	Iteration 5Q: 3 clusters Score -278892.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -278952.781250 Penalty: 2555.186523
	Iteration 6Q: 3 clusters Score -278952.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -279021.406250 Penalty: 2555.186523
	Iteration 7Q: 3 clusters Score -279021.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -279080.156250 Penalty: 2555.186523
	Iteration 8Q: 3 clusters Score -279080.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -279126.562500 Penalty: 2555.186523
	Iteration 9Q: 3 clusters Score -279126.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -279182.781250 Penalty: 2555.186523
	Iteration 10Q: 3 clusters Score -279182.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -279237.750000 Penalty: 2555.186523
	Iteration 11Q: 3 clusters Score -279237.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -279290.531250 Penalty: 2555.186523
	Iteration 12Q: 3 clusters Score -279290.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -279324.937500 Penalty: 2555.186523
	Iteration 13Q: 3 clusters Score -279324.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -279355.156250 Penalty: 2555.186523
	Iteration 14Q: 3 clusters Score -279355.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -279380.968750 Penalty: 2555.186523
	Iteration 15Q: 3 clusters Score -279381 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -279397.968750 Penalty: 2555.186523
	Iteration 16Q: 3 clusters Score -279398 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -279414.656250 Penalty: 2555.186523
	Iteration 17Q: 3 clusters Score -279414.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -279433.125000 Penalty: 2555.186523
	Iteration 18Q: 3 clusters Score -279433.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -279444.875000 Penalty: 2555.186523
	Iteration 19Q: 3 clusters Score -279444.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -279450.437500 Penalty: 2555.186523
	Iteration 20F: 3 clusters Score -279450.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -279456.218750 Penalty: 2555.186523
	Iteration 21Q: 3 clusters Score -279456.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -279459.500000 Penalty: 2555.186523
	Iteration 22Q: 3 clusters Score -279459.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -279465.625000 Penalty: 2555.186523
	Iteration 23Q: 3 clusters Score -279465.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -279470.031250 Penalty: 2555.186523
	Iteration 24Q: 3 clusters Score -279470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -279472.718750 Penalty: 2555.186523
	Iteration 25Q: 3 clusters Score -279472.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -279478.500000 Penalty: 2555.186523
	Iteration 26Q: 3 clusters Score -279478.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -279482.437500 Penalty: 2555.186523
	Iteration 27Q: 3 clusters Score -279482.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -279485.750000 Penalty: 2555.186523
	Iteration 28Q: 3 clusters Score -279485.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -279489.062500 Penalty: 2555.186523
	Iteration 29Q: 3 clusters Score -279489.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -279489.843750 Penalty: 2555.186523
	Iteration 30Q: 3 clusters Score -279489.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -279491.687500 Penalty: 2555.186523
	Iteration 31Q: 3 clusters Score -279491.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -279492.750000 Penalty: 2555.186523
	Iteration 32Q: 3 clusters Score -279492.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -279494.062500 Penalty: 2555.186523
	Iteration 33Q: 3 clusters Score -279494.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -279494.062500 Penalty: 2555.186523
	Iteration 34F: 3 clusters Score -279494.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (41302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41302 members 
Entering Unmasked Estep 
Score: -4948479.500000 Penalty: 1727.158203
	Iteration 0F: 2 clusters Score -4948480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -4921007.500000 Penalty: 3454.316406
	Iteration 0F: 3 clusters Score -4921008 nChanged 19264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -4931460.500000 Penalty: 3454.316406
	Iteration 1F: 3 clusters Score -4931460 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -4931760.500000 Penalty: 3454.316406
	Iteration 2Q: 3 clusters Score -4931760 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -4932057.000000 Penalty: 3454.316406
	Iteration 3Q: 3 clusters Score -4932057 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -4932339.000000 Penalty: 3454.316406
	Iteration 4Q: 3 clusters Score -4932339 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -4932682.500000 Penalty: 3454.316406
	Iteration 5Q: 3 clusters Score -4932682 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -4933099.500000 Penalty: 3454.316406
	Iteration 6Q: 3 clusters Score -4933100 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -4933759.000000 Penalty: 3454.316406
	Iteration 7Q: 3 clusters Score -4933759 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -4934831.000000 Penalty: 3454.316406
	Iteration 8F: 3 clusters Score -4934831 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -4936539.500000 Penalty: 3454.316406
	Iteration 9F: 3 clusters Score -4936540 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 33236 members 
Entering Unmasked Estep 
Score: -4939073.000000 Penalty: 3454.316406
	Iteration 10F: 3 clusters Score -4939073 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 36335 members 
Entering Unmasked Estep 
Score: -4942076.000000 Penalty: 3454.316406
	Iteration 11F: 3 clusters Score -4942076 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 38810 members 
Entering Unmasked Estep 
Score: -4944473.500000 Penalty: 3454.316406
	Iteration 12F: 3 clusters Score -4944474 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 40142 members 
Entering Unmasked Estep 
Score: -4945785.000000 Penalty: 3454.316406
	Iteration 13Q: 3 clusters Score -4945785 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 40741 members 
Entering Unmasked Estep 
Score: -4946391.500000 Penalty: 3454.316406
	Iteration 14Q: 3 clusters Score -4946392 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 40980 members 
Entering Unmasked Estep 
Score: -4946662.500000 Penalty: 3454.316406
	Iteration 15Q: 3 clusters Score -4946662 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 41057 members 
Entering Unmasked Estep 
Score: -4946786.500000 Penalty: 3454.316406
	Iteration 16Q: 3 clusters Score -4946786 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 41094 members 
Entering Unmasked Estep 
Score: -4946850.500000 Penalty: 3454.316406
	Iteration 17Q: 3 clusters Score -4946850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 41103 members 
Entering Unmasked Estep 
Score: -4946876.000000 Penalty: 3454.316406
	Iteration 18Q: 3 clusters Score -4946876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 41106 members 
Entering Unmasked Estep 
Score: -4946886.000000 Penalty: 3454.316406
	Iteration 19Q: 3 clusters Score -4946886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 41111 members 
Entering Unmasked Estep 
Score: -4946911.500000 Penalty: 3454.316406
	Iteration 20F: 3 clusters Score -4946912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 41105 members 
Entering Unmasked Estep 
Score: -4946908.500000 Penalty: 3454.316406
	Iteration 21Q: 3 clusters Score -4946908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 41103 members 
Entering Unmasked Estep 
Score: -4946918.000000 Penalty: 3454.316406
	Iteration 22Q: 3 clusters Score -4946918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 41104 members 
Entering Unmasked Estep 
Score: -4946929.000000 Penalty: 3454.316406
	Iteration 23Q: 3 clusters Score -4946929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 41103 members 
Entering Unmasked Estep 
Score: -4946933.000000 Penalty: 3454.316406
	Iteration 24Q: 3 clusters Score -4946933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 41103 members 
Entering Unmasked Estep 
Score: -4946933.000000 Penalty: 3454.316406
	Iteration 25F: 3 clusters Score -4946933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -31069.101562 Penalty: 970.330078
	Iteration 0F: 2 clusters Score -31069.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -30182.285156 Penalty: 1940.660156
	Iteration 0F: 3 clusters Score -30182.29 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -30422.097656 Penalty: 1940.660156
	Iteration 1F: 3 clusters Score -30422.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -30518.785156 Penalty: 1940.660156
	Iteration 2F: 3 clusters Score -30518.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -30558.470703 Penalty: 1940.660156
	Iteration 3Q: 3 clusters Score -30558.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -30578.113281 Penalty: 1940.660156
	Iteration 4Q: 3 clusters Score -30578.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -30585.582031 Penalty: 1940.660156
	Iteration 5Q: 3 clusters Score -30585.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -30592.720703 Penalty: 1940.660156
	Iteration 6Q: 3 clusters Score -30592.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -30596.185547 Penalty: 1940.660156
	Iteration 7Q: 3 clusters Score -30596.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -30603.908203 Penalty: 1940.660156
	Iteration 8Q: 3 clusters Score -30603.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -30616.437500 Penalty: 1940.660156
	Iteration 9Q: 3 clusters Score -30616.44 nChanged 4
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: -30639.960938 Penalty: 1940.660156
	Iteration 10Q: 3 clusters Score -30639.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -30647.117188 Penalty: 1940.660156
	Iteration 11Q: 3 clusters Score -30647.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -30647.117188 Penalty: 1940.660156
	Iteration 12F: 3 clusters Score -30647.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -14743.394531 Penalty: 910.942810
	Iteration 0F: 2 clusters Score -14743.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14107.381836 Penalty: 1821.885620
	Iteration 0F: 3 clusters Score -14107.38 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14409.625000 Penalty: 1821.885620
	Iteration 1F: 3 clusters Score -14409.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -14645.211914 Penalty: 1821.885620
	Iteration 2F: 3 clusters Score -14645.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14720.116211 Penalty: 1821.885620
	Iteration 3Q: 3 clusters Score -14720.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -14745.823242 Penalty: 1821.885620
	Iteration 4Q: 3 clusters Score -14745.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -14745.823242 Penalty: 1821.885620
	Iteration 5F: 3 clusters Score -14745.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 3408 members 
Mstep: Class 3 contains 111 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37466 members 
Mstep: Class 6 contains 73398 members 
Mstep: Class 7 contains 36375 members 
Mstep: Class 8 contains 37162 members 
Mstep: Class 9 contains 32199 members 
Mstep: Class 10 contains 16330 members 
Mstep: Class 11 contains 7650 members 
Mstep: Class 12 contains 80372 members 
Mstep: Class 13 contains 4161 members 
Mstep: Class 14 contains 532 members 
Mstep: Class 15 contains 1911 members 
Mstep: Class 16 contains 36143 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 132824 members 
Mstep: Class 20 contains 7332 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 34786 members 
Mstep: Class 23 contains 10137 members 
Mstep: Class 24 contains 81590 members 
Mstep: Class 25 contains 89012 members 
Mstep: Class 26 contains 29792 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 820 members 
Mstep: Class 29 contains 2597 members 
Mstep: Class 30 contains 41302 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 161 members 
Mstep: Class 33 contains 106709 members 
Mstep: Class 34 contains 1334 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 376 members 
Mstep: Class 37 contains 108077 members 
Mstep: Class 38 contains 12754 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10375 members 
Mstep: Class 41 contains 125518 members 
Mstep: Class 42 contains 336 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 29243 members 
Mstep: Class 45 contains 191928 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 73357 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 138518 members 
Mstep: Class 50 contains 5482 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 97607 members 
Mstep: Class 54 contains 6156 members 
Entering Unmasked Estep 
Score: -194712768.000000 Penalty: 123671.273438
Splitting cluster 32 changes total score from -194715888.000000 to -194712768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (106709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106709 members 
Entering Unmasked Estep 
Score: -12574449.000000 Penalty: 1881.402344
	Iteration 0F: 2 clusters Score -1.257445e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53439 members 
Mstep: Class 2 contains 53270 members 
Entering Unmasked Estep 
Score: -12505836.000000 Penalty: 3762.804688
	Iteration 0F: 3 clusters Score -1.250584e+07 nChanged 51136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53143 members 
Mstep: Class 2 contains 53566 members 
Entering Unmasked Estep 
Score: -12535739.000000 Penalty: 3762.804688
	Iteration 1F: 3 clusters Score -1.253574e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52760 members 
Mstep: Class 2 contains 53949 members 
Entering Unmasked Estep 
Score: -12536339.000000 Penalty: 3762.804688
	Iteration 2Q: 3 clusters Score -1.253634e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52169 members 
Mstep: Class 2 contains 54540 members 
Entering Unmasked Estep 
Score: -12537052.000000 Penalty: 3762.804688
	Iteration 3Q: 3 clusters Score -1.253705e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51277 members 
Mstep: Class 2 contains 55432 members 
Entering Unmasked Estep 
Score: -12538200.000000 Penalty: 3762.804688
	Iteration 4Q: 3 clusters Score -1.25382e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49890 members 
Mstep: Class 2 contains 56819 members 
Entering Unmasked Estep 
Score: -12540060.000000 Penalty: 3762.804688
	Iteration 5Q: 3 clusters Score -1.254006e+07 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48040 members 
Mstep: Class 2 contains 58669 members 
Entering Unmasked Estep 
Score: -12542798.000000 Penalty: 3762.804688
	Iteration 6Q: 3 clusters Score -1.25428e+07 nChanged 5813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45893 members 
Mstep: Class 2 contains 60816 members 
Entering Unmasked Estep 
Score: -12547585.000000 Penalty: 3762.804688
	Iteration 7F: 3 clusters Score -1.254758e+07 nChanged 7114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44191 members 
Mstep: Class 2 contains 62518 members 
Entering Unmasked Estep 
Score: -12555188.000000 Penalty: 3762.804688
	Iteration 8F: 3 clusters Score -1.255519e+07 nChanged 7964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43587 members 
Mstep: Class 2 contains 63122 members 
Entering Unmasked Estep 
Score: -12563674.000000 Penalty: 3762.804688
	Iteration 9F: 3 clusters Score -1.256367e+07 nChanged 6570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43547 members 
Mstep: Class 2 contains 63162 members 
Entering Unmasked Estep 
Score: -12568463.000000 Penalty: 3762.804688
	Iteration 10F: 3 clusters Score -1.256846e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43354 members 
Mstep: Class 2 contains 63355 members 
Entering Unmasked Estep 
Score: -12570758.000000 Penalty: 3762.804688
	Iteration 11Q: 3 clusters Score -1.257076e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43304 members 
Mstep: Class 2 contains 63405 members 
Entering Unmasked Estep 
Score: -12572452.000000 Penalty: 3762.804688
	Iteration 12Q: 3 clusters Score -1.257245e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43264 members 
Mstep: Class 2 contains 63445 members 
Entering Unmasked Estep 
Score: -12573938.000000 Penalty: 3762.804688
	Iteration 13Q: 3 clusters Score -1.257394e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43206 members 
Mstep: Class 2 contains 63503 members 
Entering Unmasked Estep 
Score: -12574943.000000 Penalty: 3762.804688
	Iteration 14Q: 3 clusters Score -1.257494e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42969 members 
Mstep: Class 2 contains 63740 members 
Entering Unmasked Estep 
Score: -12575516.000000 Penalty: 3762.804688
	Iteration 15Q: 3 clusters Score -1.257552e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42721 members 
Mstep: Class 2 contains 63988 members 
Entering Unmasked Estep 
Score: -12575761.000000 Penalty: 3762.804688
	Iteration 16Q: 3 clusters Score -1.257576e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42374 members 
Mstep: Class 2 contains 64335 members 
Entering Unmasked Estep 
Score: -12575931.000000 Penalty: 3762.804688
	Iteration 17Q: 3 clusters Score -1.257593e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41934 members 
Mstep: Class 2 contains 64775 members 
Entering Unmasked Estep 
Score: -12575995.000000 Penalty: 3762.804688
	Iteration 18Q: 3 clusters Score -1.2576e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41568 members 
Mstep: Class 2 contains 65141 members 
Entering Unmasked Estep 
Score: -12576075.000000 Penalty: 3762.804688
	Iteration 19Q: 3 clusters Score -1.257608e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41172 members 
Mstep: Class 2 contains 65537 members 
Entering Unmasked Estep 
Score: -12576059.000000 Penalty: 3762.804688
	Iteration 20F: 3 clusters Score -1.257606e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40884 members 
Mstep: Class 2 contains 65825 members 
Entering Unmasked Estep 
Score: -12575988.000000 Penalty: 3762.804688
	Iteration 21Q: 3 clusters Score -1.257599e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40580 members 
Mstep: Class 2 contains 66129 members 
Entering Unmasked Estep 
Score: -12575993.000000 Penalty: 3762.804688
	Iteration 22Q: 3 clusters Score -1.257599e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40311 members 
Mstep: Class 2 contains 66398 members 
Entering Unmasked Estep 
Score: -12575992.000000 Penalty: 3762.804688
	Iteration 23Q: 3 clusters Score -1.257599e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40069 members 
Mstep: Class 2 contains 66640 members 
Entering Unmasked Estep 
Score: -12575965.000000 Penalty: 3762.804688
	Iteration 24Q: 3 clusters Score -1.257596e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39847 members 
Mstep: Class 2 contains 66862 members 
Entering Unmasked Estep 
Score: -12575938.000000 Penalty: 3762.804688
	Iteration 25Q: 3 clusters Score -1.257594e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39578 members 
Mstep: Class 2 contains 67131 members 
Entering Unmasked Estep 
Score: -12575880.000000 Penalty: 3762.804688
	Iteration 26Q: 3 clusters Score -1.257588e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Mstep: Class 2 contains 67415 members 
Entering Unmasked Estep 
Score: -12575848.000000 Penalty: 3762.804688
	Iteration 27Q: 3 clusters Score -1.257585e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39043 members 
Mstep: Class 2 contains 67666 members 
Entering Unmasked Estep 
Score: -12575825.000000 Penalty: 3762.804688
	Iteration 28Q: 3 clusters Score -1.257582e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38796 members 
Mstep: Class 2 contains 67913 members 
Entering Unmasked Estep 
Score: -12575808.000000 Penalty: 3762.804688
	Iteration 29Q: 3 clusters Score -1.257581e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38486 members 
Mstep: Class 2 contains 68223 members 
Entering Unmasked Estep 
Score: -12575795.000000 Penalty: 3762.804688
	Iteration 30Q: 3 clusters Score -1.25758e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38243 members 
Mstep: Class 2 contains 68466 members 
Entering Unmasked Estep 
Score: -12575798.000000 Penalty: 3762.804688
	Iteration 31Q: 3 clusters Score -1.25758e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38016 members 
Mstep: Class 2 contains 68693 members 
Entering Unmasked Estep 
Score: -12575802.000000 Penalty: 3762.804688
	Iteration 32Q: 3 clusters Score -1.25758e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37840 members 
Mstep: Class 2 contains 68869 members 
Entering Unmasked Estep 
Score: -12575797.000000 Penalty: 3762.804688
	Iteration 33Q: 3 clusters Score -1.25758e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37678 members 
Mstep: Class 2 contains 69031 members 
Entering Unmasked Estep 
Score: -12575786.000000 Penalty: 3762.804688
	Iteration 34Q: 3 clusters Score -1.257579e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37518 members 
Mstep: Class 2 contains 69191 members 
Entering Unmasked Estep 
Score: -12575756.000000 Penalty: 3762.804688
	Iteration 35Q: 3 clusters Score -1.257576e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37358 members 
Mstep: Class 2 contains 69351 members 
Entering Unmasked Estep 
Score: -12575769.000000 Penalty: 3762.804688
	Iteration 36Q: 3 clusters Score -1.257577e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Mstep: Class 2 contains 69558 members 
Entering Unmasked Estep 
Score: -12575764.000000 Penalty: 3762.804688
	Iteration 37Q: 3 clusters Score -1.257576e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36983 members 
Mstep: Class 2 contains 69726 members 
Entering Unmasked Estep 
Score: -12575729.000000 Penalty: 3762.804688
	Iteration 38Q: 3 clusters Score -1.257573e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36780 members 
Mstep: Class 2 contains 69929 members 
Entering Unmasked Estep 
Score: -12575766.000000 Penalty: 3762.804688
	Iteration 39Q: 3 clusters Score -1.257577e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36639 members 
Mstep: Class 2 contains 70070 members 
Entering Unmasked Estep 
Score: -12575753.000000 Penalty: 3762.804688
	Iteration 40F: 3 clusters Score -1.257575e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36503 members 
Mstep: Class 2 contains 70206 members 
Entering Unmasked Estep 
Score: -12575729.000000 Penalty: 3762.804688
	Iteration 41Q: 3 clusters Score -1.257573e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36376 members 
Mstep: Class 2 contains 70333 members 
Entering Unmasked Estep 
Score: -12575728.000000 Penalty: 3762.804688
	Iteration 42Q: 3 clusters Score -1.257573e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36267 members 
Mstep: Class 2 contains 70442 members 
Entering Unmasked Estep 
Score: -12575706.000000 Penalty: 3762.804688
	Iteration 43Q: 3 clusters Score -1.257571e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36134 members 
Mstep: Class 2 contains 70575 members 
Entering Unmasked Estep 
Score: -12575692.000000 Penalty: 3762.804688
	Iteration 44Q: 3 clusters Score -1.257569e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35985 members 
Mstep: Class 2 contains 70724 members 
Entering Unmasked Estep 
Score: -12575683.000000 Penalty: 3762.804688
	Iteration 45Q: 3 clusters Score -1.257568e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35822 members 
Mstep: Class 2 contains 70887 members 
Entering Unmasked Estep 
Score: -12575682.000000 Penalty: 3762.804688
	Iteration 46Q: 3 clusters Score -1.257568e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35717 members 
Mstep: Class 2 contains 70992 members 
Entering Unmasked Estep 
Score: -12575702.000000 Penalty: 3762.804688
	Iteration 47Q: 3 clusters Score -1.25757e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35602 members 
Mstep: Class 2 contains 71107 members 
Entering Unmasked Estep 
Score: -12575702.000000 Penalty: 3762.804688
	Iteration 48Q: 3 clusters Score -1.25757e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35517 members 
Mstep: Class 2 contains 71192 members 
Entering Unmasked Estep 
Score: -12575699.000000 Penalty: 3762.804688
	Iteration 49Q: 3 clusters Score -1.25757e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35414 members 
Mstep: Class 2 contains 71295 members 
Entering Unmasked Estep 
Score: -12575715.000000 Penalty: 3762.804688
	Iteration 50Q: 3 clusters Score -1.257572e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35355 members 
Mstep: Class 2 contains 71354 members 
Entering Unmasked Estep 
Score: -12575713.000000 Penalty: 3762.804688
	Iteration 51Q: 3 clusters Score -1.257571e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35258 members 
Mstep: Class 2 contains 71451 members 
Entering Unmasked Estep 
Score: -12575710.000000 Penalty: 3762.804688
	Iteration 52Q: 3 clusters Score -1.257571e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35151 members 
Mstep: Class 2 contains 71558 members 
Entering Unmasked Estep 
Score: -12575701.000000 Penalty: 3762.804688
	Iteration 53Q: 3 clusters Score -1.25757e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35046 members 
Mstep: Class 2 contains 71663 members 
Entering Unmasked Estep 
Score: -12575721.000000 Penalty: 3762.804688
	Iteration 54Q: 3 clusters Score -1.257572e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 71823 members 
Entering Unmasked Estep 
Score: -12575716.000000 Penalty: 3762.804688
	Iteration 55Q: 3 clusters Score -1.257572e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34705 members 
Mstep: Class 2 contains 72004 members 
Entering Unmasked Estep 
Score: -12575700.000000 Penalty: 3762.804688
	Iteration 56Q: 3 clusters Score -1.25757e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34558 members 
Mstep: Class 2 contains 72151 members 
Entering Unmasked Estep 
Score: -12575683.000000 Penalty: 3762.804688
	Iteration 57Q: 3 clusters Score -1.257568e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 72352 members 
Entering Unmasked Estep 
Score: -12575679.000000 Penalty: 3762.804688
	Iteration 58Q: 3 clusters Score -1.257568e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 72498 members 
Entering Unmasked Estep 
Score: -12575661.000000 Penalty: 3762.804688
	Iteration 59Q: 3 clusters Score -1.257566e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34050 members 
Mstep: Class 2 contains 72659 members 
Entering Unmasked Estep 
Score: -12575668.000000 Penalty: 3762.804688
	Iteration 60F: 3 clusters Score -1.257567e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33842 members 
Mstep: Class 2 contains 72867 members 
Entering Unmasked Estep 
Score: -12575644.000000 Penalty: 3762.804688
	Iteration 61Q: 3 clusters Score -1.257564e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33613 members 
Mstep: Class 2 contains 73096 members 
Entering Unmasked Estep 
Score: -12575650.000000 Penalty: 3762.804688
	Iteration 62Q: 3 clusters Score -1.257565e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33362 members 
Mstep: Class 2 contains 73347 members 
Entering Unmasked Estep 
Score: -12575684.000000 Penalty: 3762.804688
	Iteration 63Q: 3 clusters Score -1.257568e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 73564 members 
Entering Unmasked Estep 
Score: -12575678.000000 Penalty: 3762.804688
	Iteration 64Q: 3 clusters Score -1.257568e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32892 members 
Mstep: Class 2 contains 73817 members 
Entering Unmasked Estep 
Score: -12575633.000000 Penalty: 3762.804688
	Iteration 65Q: 3 clusters Score -1.257563e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32672 members 
Mstep: Class 2 contains 74037 members 
Entering Unmasked Estep 
Score: -12575602.000000 Penalty: 3762.804688
	Iteration 66Q: 3 clusters Score -1.25756e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 74326 members 
Entering Unmasked Estep 
Score: -12575615.000000 Penalty: 3762.804688
	Iteration 67Q: 3 clusters Score -1.257562e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32073 members 
Mstep: Class 2 contains 74636 members 
Entering Unmasked Estep 
Score: -12575598.000000 Penalty: 3762.804688
	Iteration 68Q: 3 clusters Score -1.25756e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31776 members 
Mstep: Class 2 contains 74933 members 
Entering Unmasked Estep 
Score: -12575571.000000 Penalty: 3762.804688
	Iteration 69Q: 3 clusters Score -1.257557e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 75235 members 
Entering Unmasked Estep 
Score: -12575557.000000 Penalty: 3762.804688
	Iteration 70Q: 3 clusters Score -1.257556e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31138 members 
Mstep: Class 2 contains 75571 members 
Entering Unmasked Estep 
Score: -12575544.000000 Penalty: 3762.804688
	Iteration 71Q: 3 clusters Score -1.257554e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30842 members 
Mstep: Class 2 contains 75867 members 
Entering Unmasked Estep 
Score: -12575587.000000 Penalty: 3762.804688
	Iteration 72Q: 3 clusters Score -1.257559e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30508 members 
Mstep: Class 2 contains 76201 members 
Entering Unmasked Estep 
Score: -12575587.000000 Penalty: 3762.804688
	Iteration 73Q: 3 clusters Score -1.257559e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30282 members 
Mstep: Class 2 contains 76427 members 
Entering Unmasked Estep 
Score: -12575576.000000 Penalty: 3762.804688
	Iteration 74Q: 3 clusters Score -1.257558e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 76640 members 
Entering Unmasked Estep 
Score: -12575564.000000 Penalty: 3762.804688
	Iteration 75Q: 3 clusters Score -1.257556e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 76762 members 
Entering Unmasked Estep 
Score: -12575554.000000 Penalty: 3762.804688
	Iteration 76Q: 3 clusters Score -1.257555e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29815 members 
Mstep: Class 2 contains 76894 members 
Entering Unmasked Estep 
Score: -12575570.000000 Penalty: 3762.804688
	Iteration 77Q: 3 clusters Score -1.257557e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 76997 members 
Entering Unmasked Estep 
Score: -12575557.000000 Penalty: 3762.804688
	Iteration 78Q: 3 clusters Score -1.257556e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29549 members 
Mstep: Class 2 contains 77160 members 
Entering Unmasked Estep 
Score: -12575537.000000 Penalty: 3762.804688
	Iteration 79Q: 3 clusters Score -1.257554e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29378 members 
Mstep: Class 2 contains 77331 members 
Entering Unmasked Estep 
Score: -12575514.000000 Penalty: 3762.804688
	Iteration 80F: 3 clusters Score -1.257551e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 77483 members 
Entering Unmasked Estep 
Score: -12575544.000000 Penalty: 3762.804688
	Iteration 81Q: 3 clusters Score -1.257554e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 77603 members 
Entering Unmasked Estep 
Score: -12575505.000000 Penalty: 3762.804688
	Iteration 82Q: 3 clusters Score -1.25755e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29049 members 
Mstep: Class 2 contains 77660 members 
Entering Unmasked Estep 
Score: -12575527.000000 Penalty: 3762.804688
	Iteration 83Q: 3 clusters Score -1.257553e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 77778 members 
Entering Unmasked Estep 
Score: -12575512.000000 Penalty: 3762.804688
	Iteration 84Q: 3 clusters Score -1.257551e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 77866 members 
Entering Unmasked Estep 
Score: -12575496.000000 Penalty: 3762.804688
	Iteration 85Q: 3 clusters Score -1.25755e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 77961 members 
Entering Unmasked Estep 
Score: -12575465.000000 Penalty: 3762.804688
	Iteration 86Q: 3 clusters Score -1.257546e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 78051 members 
Entering Unmasked Estep 
Score: -12575478.000000 Penalty: 3762.804688
	Iteration 87Q: 3 clusters Score -1.257548e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 78144 members 
Entering Unmasked Estep 
Score: -12575449.000000 Penalty: 3762.804688
	Iteration 88Q: 3 clusters Score -1.257545e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 78194 members 
Entering Unmasked Estep 
Score: -12575461.000000 Penalty: 3762.804688
	Iteration 89Q: 3 clusters Score -1.257546e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 78241 members 
Entering Unmasked Estep 
Score: -12575450.000000 Penalty: 3762.804688
	Iteration 90Q: 3 clusters Score -1.257545e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28395 members 
Mstep: Class 2 contains 78314 members 
Entering Unmasked Estep 
Score: -12575411.000000 Penalty: 3762.804688
	Iteration 91Q: 3 clusters Score -1.257541e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 78362 members 
Entering Unmasked Estep 
Score: -12575406.000000 Penalty: 3762.804688
	Iteration 92Q: 3 clusters Score -1.257541e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Mstep: Class 2 contains 78392 members 
Entering Unmasked Estep 
Score: -12575421.000000 Penalty: 3762.804688
	Iteration 93Q: 3 clusters Score -1.257542e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 78460 members 
Entering Unmasked Estep 
Score: -12575420.000000 Penalty: 3762.804688
	Iteration 94Q: 3 clusters Score -1.257542e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 78505 members 
Entering Unmasked Estep 
Score: -12575418.000000 Penalty: 3762.804688
	Iteration 95Q: 3 clusters Score -1.257542e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28199 members 
Mstep: Class 2 contains 78510 members 
Entering Unmasked Estep 
Score: -12575408.000000 Penalty: 3762.804688
	Iteration 96Q: 3 clusters Score -1.257541e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 78514 members 
Entering Unmasked Estep 
Score: -12575424.000000 Penalty: 3762.804688
	Iteration 97Q: 3 clusters Score -1.257542e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 78547 members 
Entering Unmasked Estep 
Score: -12575431.000000 Penalty: 3762.804688
	Iteration 98Q: 3 clusters Score -1.257543e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28148 members 
Mstep: Class 2 contains 78561 members 
Entering Unmasked Estep 
Score: -12575435.000000 Penalty: 3762.804688
	Iteration 99Q: 3 clusters Score -1.257544e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 78567 members 
Entering Unmasked Estep 
Score: -12575440.000000 Penalty: 3762.804688
	Iteration 100F: 3 clusters Score -1.257544e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 78588 members 
Entering Unmasked Estep 
Score: -12575449.000000 Penalty: 3762.804688
	Iteration 101Q: 3 clusters Score -1.257545e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 78600 members 
Entering Unmasked Estep 
Score: -12575454.000000 Penalty: 3762.804688
	Iteration 102Q: 3 clusters Score -1.257545e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 78625 members 
Entering Unmasked Estep 
Score: -12575444.000000 Penalty: 3762.804688
	Iteration 103Q: 3 clusters Score -1.257544e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 78666 members 
Entering Unmasked Estep 
Score: -12575429.000000 Penalty: 3762.804688
	Iteration 104Q: 3 clusters Score -1.257543e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 78689 members 
Entering Unmasked Estep 
Score: -12575433.000000 Penalty: 3762.804688
	Iteration 105Q: 3 clusters Score -1.257543e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27992 members 
Mstep: Class 2 contains 78717 members 
Entering Unmasked Estep 
Score: -12575433.000000 Penalty: 3762.804688
	Iteration 106Q: 3 clusters Score -1.257543e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 78733 members 
Entering Unmasked Estep 
Score: -12575438.000000 Penalty: 3762.804688
	Iteration 107Q: 3 clusters Score -1.257544e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 78741 members 
Entering Unmasked Estep 
Score: -12575436.000000 Penalty: 3762.804688
	Iteration 108Q: 3 clusters Score -1.257544e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 78777 members 
Entering Unmasked Estep 
Score: -12575454.000000 Penalty: 3762.804688
	Iteration 109Q: 3 clusters Score -1.257545e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 78830 members 
Entering Unmasked Estep 
Score: -12575439.000000 Penalty: 3762.804688
	Iteration 110Q: 3 clusters Score -1.257544e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 78869 members 
Entering Unmasked Estep 
Score: -12575429.000000 Penalty: 3762.804688
	Iteration 111Q: 3 clusters Score -1.257543e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 78907 members 
Entering Unmasked Estep 
Score: -12575445.000000 Penalty: 3762.804688
	Iteration 112Q: 3 clusters Score -1.257544e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 78958 members 
Entering Unmasked Estep 
Score: -12575406.000000 Penalty: 3762.804688
	Iteration 113Q: 3 clusters Score -1.257541e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 78994 members 
Entering Unmasked Estep 
Score: -12575422.000000 Penalty: 3762.804688
	Iteration 114Q: 3 clusters Score -1.257542e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 78998 members 
Entering Unmasked Estep 
Score: -12575421.000000 Penalty: 3762.804688
	Iteration 115Q: 3 clusters Score -1.257542e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 78998 members 
Entering Unmasked Estep 
Score: -12575420.000000 Penalty: 3762.804688
	Iteration 116Q: 3 clusters Score -1.257542e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 79011 members 
Entering Unmasked Estep 
Score: -12575413.000000 Penalty: 3762.804688
	Iteration 117Q: 3 clusters Score -1.257541e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 79032 members 
Entering Unmasked Estep 
Score: -12575420.000000 Penalty: 3762.804688
	Iteration 118Q: 3 clusters Score -1.257542e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 79076 members 
Entering Unmasked Estep 
Score: -12575422.000000 Penalty: 3762.804688
	Iteration 119Q: 3 clusters Score -1.257542e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 79073 members 
Entering Unmasked Estep 
Score: -12575410.000000 Penalty: 3762.804688
	Iteration 120F: 3 clusters Score -1.257541e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27619 members 
Mstep: Class 2 contains 79090 members 
Entering Unmasked Estep 
Score: -12575410.000000 Penalty: 3762.804688
	Iteration 121Q: 3 clusters Score -1.257541e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 79101 members 
Entering Unmasked Estep 
Score: -12575421.000000 Penalty: 3762.804688
	Iteration 122Q: 3 clusters Score -1.257542e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 79134 members 
Entering Unmasked Estep 
Score: -12575418.000000 Penalty: 3762.804688
	Iteration 123Q: 3 clusters Score -1.257542e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 79133 members 
Entering Unmasked Estep 
Score: -12575418.000000 Penalty: 3762.804688
	Iteration 124Q: 3 clusters Score -1.257542e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 79128 members 
Entering Unmasked Estep 
Score: -12575419.000000 Penalty: 3762.804688
	Iteration 125Q: 3 clusters Score -1.257542e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 79132 members 
Entering Unmasked Estep 
Score: -12575415.000000 Penalty: 3762.804688
	Iteration 126Q: 3 clusters Score -1.257542e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 79133 members 
Entering Unmasked Estep 
Score: -12575422.000000 Penalty: 3762.804688
	Iteration 127Q: 3 clusters Score -1.257542e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 79133 members 
Entering Unmasked Estep 
Score: -12575422.000000 Penalty: 3762.804688
	Iteration 128F: 3 clusters Score -1.257542e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 3408 members 
Mstep: Class 3 contains 79133 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37466 members 
Mstep: Class 6 contains 73398 members 
Mstep: Class 7 contains 36375 members 
Mstep: Class 8 contains 37162 members 
Mstep: Class 9 contains 32199 members 
Mstep: Class 10 contains 16330 members 
Mstep: Class 11 contains 7650 members 
Mstep: Class 12 contains 80372 members 
Mstep: Class 13 contains 4161 members 
Mstep: Class 14 contains 532 members 
Mstep: Class 15 contains 1911 members 
Mstep: Class 16 contains 36143 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 132824 members 
Mstep: Class 20 contains 7332 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 34786 members 
Mstep: Class 23 contains 10137 members 
Mstep: Class 24 contains 81590 members 
Mstep: Class 25 contains 89012 members 
Mstep: Class 26 contains 29792 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 820 members 
Mstep: Class 29 contains 2597 members 
Mstep: Class 30 contains 41302 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 27576 members 
Mstep: Class 34 contains 1334 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 376 members 
Mstep: Class 37 contains 108077 members 
Mstep: Class 38 contains 12754 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10375 members 
Mstep: Class 41 contains 125518 members 
Mstep: Class 42 contains 336 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 29243 members 
Mstep: Class 45 contains 191928 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 73357 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 138518 members 
Mstep: Class 50 contains 5482 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 97607 members 
Mstep: Class 54 contains 6156 members 
Entering Unmasked Estep 
Score: -194714480.000000 Penalty: 123671.273438
Splitting cluster 33 changes total score from -194715888.000000 to -194714480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (1334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Entering Unmasked Estep 
Score: -145401.671875 Penalty: 1169.339844
	Iteration 0F: 2 clusters Score -145401.7 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 643 members 
Entering Unmasked Estep 
Score: -143741.375000 Penalty: 2338.679688
	Iteration 0F: 3 clusters Score -143741.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -144054.765625 Penalty: 2338.679688
	Iteration 1F: 3 clusters Score -144054.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -144138.937500 Penalty: 2338.679688
	Iteration 2F: 3 clusters Score -144138.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -144178.625000 Penalty: 2338.679688
	Iteration 3Q: 3 clusters Score -144178.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -144212.312500 Penalty: 2338.679688
	Iteration 4Q: 3 clusters Score -144212.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -144234.406250 Penalty: 2338.679688
	Iteration 5Q: 3 clusters Score -144234.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -144258.609375 Penalty: 2338.679688
	Iteration 6Q: 3 clusters Score -144258.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -144281.687500 Penalty: 2338.679688
	Iteration 7Q: 3 clusters Score -144281.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -144306.640625 Penalty: 2338.679688
	Iteration 8Q: 3 clusters Score -144306.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -144324.265625 Penalty: 2338.679688
	Iteration 9Q: 3 clusters Score -144324.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -144342.812500 Penalty: 2338.679688
	Iteration 10Q: 3 clusters Score -144342.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -144368.890625 Penalty: 2338.679688
	Iteration 11Q: 3 clusters Score -144368.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -144384.062500 Penalty: 2338.679688
	Iteration 12Q: 3 clusters Score -144384.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -144395.421875 Penalty: 2338.679688
	Iteration 13Q: 3 clusters Score -144395.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -144403.125000 Penalty: 2338.679688
	Iteration 14Q: 3 clusters Score -144403.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -144409.812500 Penalty: 2338.679688
	Iteration 15Q: 3 clusters Score -144409.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -144411.890625 Penalty: 2338.679688
	Iteration 16Q: 3 clusters Score -144411.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -144414.296875 Penalty: 2338.679688
	Iteration 17Q: 3 clusters Score -144414.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -144416.171875 Penalty: 2338.679688
	Iteration 18Q: 3 clusters Score -144416.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -144419.468750 Penalty: 2338.679688
	Iteration 19Q: 3 clusters Score -144419.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -144425.953125 Penalty: 2338.679688
	Iteration 20F: 3 clusters Score -144426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -144429.687500 Penalty: 2338.679688
	Iteration 21Q: 3 clusters Score -144429.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -144433.500000 Penalty: 2338.679688
	Iteration 22Q: 3 clusters Score -144433.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -144443.375000 Penalty: 2338.679688
	Iteration 23Q: 3 clusters Score -144443.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -144458.406250 Penalty: 2338.679688
	Iteration 24Q: 3 clusters Score -144458.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -144465.734375 Penalty: 2338.679688
	Iteration 25Q: 3 clusters Score -144465.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -144470.234375 Penalty: 2338.679688
	Iteration 26Q: 3 clusters Score -144470.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -144473.546875 Penalty: 2338.679688
	Iteration 27Q: 3 clusters Score -144473.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -144476.656250 Penalty: 2338.679688
	Iteration 28Q: 3 clusters Score -144476.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -144483.093750 Penalty: 2338.679688
	Iteration 29Q: 3 clusters Score -144483.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -144488.546875 Penalty: 2338.679688
	Iteration 30Q: 3 clusters Score -144488.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -144492.765625 Penalty: 2338.679688
	Iteration 31Q: 3 clusters Score -144492.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -144494.828125 Penalty: 2338.679688
	Iteration 32Q: 3 clusters Score -144494.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -144497.875000 Penalty: 2338.679688
	Iteration 33Q: 3 clusters Score -144497.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -144500.375000 Penalty: 2338.679688
	Iteration 34Q: 3 clusters Score -144500.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -144502.515625 Penalty: 2338.679688
	Iteration 35Q: 3 clusters Score -144502.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -144506.515625 Penalty: 2338.679688
	Iteration 36Q: 3 clusters Score -144506.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -144509.953125 Penalty: 2338.679688
	Iteration 37Q: 3 clusters Score -144510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -144515.609375 Penalty: 2338.679688
	Iteration 38Q: 3 clusters Score -144515.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -144522.046875 Penalty: 2338.679688
	Iteration 39Q: 3 clusters Score -144522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -144527.921875 Penalty: 2338.679688
	Iteration 40F: 3 clusters Score -144527.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -144534.656250 Penalty: 2338.679688
	Iteration 41Q: 3 clusters Score -144534.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -144537.203125 Penalty: 2338.679688
	Iteration 42Q: 3 clusters Score -144537.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -144540.984375 Penalty: 2338.679688
	Iteration 43Q: 3 clusters Score -144541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -144548.593750 Penalty: 2338.679688
	Iteration 44Q: 3 clusters Score -144548.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -144558.734375 Penalty: 2338.679688
	Iteration 45Q: 3 clusters Score -144558.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -144566.828125 Penalty: 2338.679688
	Iteration 46Q: 3 clusters Score -144566.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -144571.203125 Penalty: 2338.679688
	Iteration 47Q: 3 clusters Score -144571.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -144579.437500 Penalty: 2338.679688
	Iteration 48Q: 3 clusters Score -144579.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -144593.578125 Penalty: 2338.679688
	Iteration 49Q: 3 clusters Score -144593.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -144598.078125 Penalty: 2338.679688
	Iteration 50Q: 3 clusters Score -144598.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -144601.000000 Penalty: 2338.679688
	Iteration 51Q: 3 clusters Score -144601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -144603.609375 Penalty: 2338.679688
	Iteration 52Q: 3 clusters Score -144603.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -144608.015625 Penalty: 2338.679688
	Iteration 53Q: 3 clusters Score -144608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -144610.437500 Penalty: 2338.679688
	Iteration 54Q: 3 clusters Score -144610.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -144611.843750 Penalty: 2338.679688
	Iteration 55Q: 3 clusters Score -144611.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -144614.750000 Penalty: 2338.679688
	Iteration 56Q: 3 clusters Score -144614.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -144619.453125 Penalty: 2338.679688
	Iteration 57Q: 3 clusters Score -144619.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -144625.796875 Penalty: 2338.679688
	Iteration 58Q: 3 clusters Score -144625.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -144627.453125 Penalty: 2338.679688
	Iteration 59Q: 3 clusters Score -144627.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -144627.796875 Penalty: 2338.679688
	Iteration 60F: 3 clusters Score -144627.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -33495.523438 Penalty: 995.970642
	Iteration 0F: 2 clusters Score -33495.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -32540.652344 Penalty: 1991.941284
	Iteration 0F: 3 clusters Score -32540.65 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -32782.695312 Penalty: 1991.941284
	Iteration 1F: 3 clusters Score -32782.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -32855.718750 Penalty: 1991.941284
	Iteration 2F: 3 clusters Score -32855.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -32892.527344 Penalty: 1991.941284
	Iteration 3Q: 3 clusters Score -32892.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -32936.484375 Penalty: 1991.941284
	Iteration 4Q: 3 clusters Score -32936.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -32992.453125 Penalty: 1991.941284
	Iteration 5Q: 3 clusters Score -32992.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -33040.125000 Penalty: 1991.941284
	Iteration 6Q: 3 clusters Score -33040.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -33063.300781 Penalty: 1991.941284
	Iteration 7Q: 3 clusters Score -33063.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -33076.878906 Penalty: 1991.941284
	Iteration 8Q: 3 clusters Score -33076.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -33083.207031 Penalty: 1991.941284
	Iteration 9Q: 3 clusters Score -33083.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -33083.832031 Penalty: 1991.941284
	Iteration 10Q: 3 clusters Score -33083.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -33083.832031 Penalty: 1991.941284
	Iteration 11F: 3 clusters Score -33083.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Entering Unmasked Estep 
Score: -30129.048828 Penalty: 963.558228
	Iteration 0F: 2 clusters Score -30129.05 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 186 members 
Entering Unmasked Estep 
Score: -29292.861328 Penalty: 1927.116455
	Iteration 0F: 3 clusters Score -29292.86 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -29566.210938 Penalty: 1927.116455
	Iteration 1F: 3 clusters Score -29566.21 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -29713.224609 Penalty: 1927.116455
	Iteration 2F: 3 clusters Score -29713.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -29790.275391 Penalty: 1927.116455
	Iteration 3F: 3 clusters Score -29790.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -29807.451172 Penalty: 1927.116455
	Iteration 4Q: 3 clusters Score -29807.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -29824.400391 Penalty: 1927.116455
	Iteration 5Q: 3 clusters Score -29824.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -29835.117188 Penalty: 1927.116455
	Iteration 6Q: 3 clusters Score -29835.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -29835.117188 Penalty: 1927.116455
	Iteration 7F: 3 clusters Score -29835.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (108077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108077 members 
Entering Unmasked Estep 
Score: -12743643.000000 Penalty: 1883.472290
	Iteration 0F: 2 clusters Score -1.274364e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53915 members 
Mstep: Class 2 contains 54162 members 
Entering Unmasked Estep 
Score: -12674753.000000 Penalty: 3766.944580
	Iteration 0F: 3 clusters Score -1.267475e+07 nChanged 51659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50450 members 
Mstep: Class 2 contains 57627 members 
Entering Unmasked Estep 
Score: -12704811.000000 Penalty: 3766.944580
	Iteration 1F: 3 clusters Score -1.270481e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48352 members 
Mstep: Class 2 contains 59725 members 
Entering Unmasked Estep 
Score: -12705757.000000 Penalty: 3766.944580
	Iteration 2Q: 3 clusters Score -1.270576e+07 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45288 members 
Mstep: Class 2 contains 62789 members 
Entering Unmasked Estep 
Score: -12707347.000000 Penalty: 3766.944580
	Iteration 3Q: 3 clusters Score -1.270735e+07 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41022 members 
Mstep: Class 2 contains 67055 members 
Entering Unmasked Estep 
Score: -12709906.000000 Penalty: 3766.944580
	Iteration 4F: 3 clusters Score -1.270991e+07 nChanged 6611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35539 members 
Mstep: Class 2 contains 72538 members 
Entering Unmasked Estep 
Score: -12713846.000000 Penalty: 3766.944580
	Iteration 5F: 3 clusters Score -1.271385e+07 nChanged 7003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 78459 members 
Entering Unmasked Estep 
Score: -12719434.000000 Penalty: 3766.944580
	Iteration 6F: 3 clusters Score -1.271943e+07 nChanged 6635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 83590 members 
Entering Unmasked Estep 
Score: -12725948.000000 Penalty: 3766.944580
	Iteration 7F: 3 clusters Score -1.272595e+07 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 87204 members 
Entering Unmasked Estep 
Score: -12731404.000000 Penalty: 3766.944580
	Iteration 8Q: 3 clusters Score -1.27314e+07 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 89842 members 
Entering Unmasked Estep 
Score: -12734786.000000 Penalty: 3766.944580
	Iteration 9Q: 3 clusters Score -1.273479e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 91868 members 
Entering Unmasked Estep 
Score: -12736687.000000 Penalty: 3766.944580
	Iteration 10Q: 3 clusters Score -1.273669e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 93623 members 
Entering Unmasked Estep 
Score: -12738066.000000 Penalty: 3766.944580
	Iteration 11Q: 3 clusters Score -1.273807e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 95237 members 
Entering Unmasked Estep 
Score: -12738986.000000 Penalty: 3766.944580
	Iteration 12Q: 3 clusters Score -1.273899e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 96753 members 
Entering Unmasked Estep 
Score: -12739586.000000 Penalty: 3766.944580
	Iteration 13Q: 3 clusters Score -1.273959e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 98179 members 
Entering Unmasked Estep 
Score: -12740212.000000 Penalty: 3766.944580
	Iteration 14Q: 3 clusters Score -1.274021e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 99528 members 
Entering Unmasked Estep 
Score: -12740487.000000 Penalty: 3766.944580
	Iteration 15Q: 3 clusters Score -1.274049e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 100756 members 
Entering Unmasked Estep 
Score: -12740827.000000 Penalty: 3766.944580
	Iteration 16Q: 3 clusters Score -1.274083e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 101948 members 
Entering Unmasked Estep 
Score: -12741066.000000 Penalty: 3766.944580
	Iteration 17Q: 3 clusters Score -1.274107e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 103038 members 
Entering Unmasked Estep 
Score: -12741324.000000 Penalty: 3766.944580
	Iteration 18Q: 3 clusters Score -1.274132e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 103968 members 
Entering Unmasked Estep 
Score: -12741494.000000 Penalty: 3766.944580
	Iteration 19Q: 3 clusters Score -1.274149e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 104736 members 
Entering Unmasked Estep 
Score: -12741658.000000 Penalty: 3766.944580
	Iteration 20F: 3 clusters Score -1.274166e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 105389 members 
Entering Unmasked Estep 
Score: -12741728.000000 Penalty: 3766.944580
	Iteration 21Q: 3 clusters Score -1.274173e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 105893 members 
Entering Unmasked Estep 
Score: -12741820.000000 Penalty: 3766.944580
	Iteration 22Q: 3 clusters Score -1.274182e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 106241 members 
Entering Unmasked Estep 
Score: -12741941.000000 Penalty: 3766.944580
	Iteration 23Q: 3 clusters Score -1.274194e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 106553 members 
Entering Unmasked Estep 
Score: -12741984.000000 Penalty: 3766.944580
	Iteration 24Q: 3 clusters Score -1.274198e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 106794 members 
Entering Unmasked Estep 
Score: -12742034.000000 Penalty: 3766.944580
	Iteration 25Q: 3 clusters Score -1.274203e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 106982 members 
Entering Unmasked Estep 
Score: -12742054.000000 Penalty: 3766.944580
	Iteration 26Q: 3 clusters Score -1.274205e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 107106 members 
Entering Unmasked Estep 
Score: -12742064.000000 Penalty: 3766.944580
	Iteration 27Q: 3 clusters Score -1.274206e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 107204 members 
Entering Unmasked Estep 
Score: -12742091.000000 Penalty: 3766.944580
	Iteration 28Q: 3 clusters Score -1.274209e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 107283 members 
Entering Unmasked Estep 
Score: -12742103.000000 Penalty: 3766.944580
	Iteration 29Q: 3 clusters Score -1.27421e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 107345 members 
Entering Unmasked Estep 
Score: -12742142.000000 Penalty: 3766.944580
	Iteration 30Q: 3 clusters Score -1.274214e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 107393 members 
Entering Unmasked Estep 
Score: -12742152.000000 Penalty: 3766.944580
	Iteration 31Q: 3 clusters Score -1.274215e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 107432 members 
Entering Unmasked Estep 
Score: -12742158.000000 Penalty: 3766.944580
	Iteration 32Q: 3 clusters Score -1.274216e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 107462 members 
Entering Unmasked Estep 
Score: -12742162.000000 Penalty: 3766.944580
	Iteration 33Q: 3 clusters Score -1.274216e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 107482 members 
Entering Unmasked Estep 
Score: -12742181.000000 Penalty: 3766.944580
	Iteration 34Q: 3 clusters Score -1.274218e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 107498 members 
Entering Unmasked Estep 
Score: -12742190.000000 Penalty: 3766.944580
	Iteration 35Q: 3 clusters Score -1.274219e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 107512 members 
Entering Unmasked Estep 
Score: -12742188.000000 Penalty: 3766.944580
	Iteration 36Q: 3 clusters Score -1.274219e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 107533 members 
Entering Unmasked Estep 
Score: -12742220.000000 Penalty: 3766.944580
	Iteration 37Q: 3 clusters Score -1.274222e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 107547 members 
Entering Unmasked Estep 
Score: -12742209.000000 Penalty: 3766.944580
	Iteration 38Q: 3 clusters Score -1.274221e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 107559 members 
Entering Unmasked Estep 
Score: -12742209.000000 Penalty: 3766.944580
	Iteration 39Q: 3 clusters Score -1.274221e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 107570 members 
Entering Unmasked Estep 
Score: -12742218.000000 Penalty: 3766.944580
	Iteration 40F: 3 clusters Score -1.274222e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 107578 members 
Entering Unmasked Estep 
Score: -12742221.000000 Penalty: 3766.944580
	Iteration 41Q: 3 clusters Score -1.274222e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 107579 members 
Entering Unmasked Estep 
Score: -12742219.000000 Penalty: 3766.944580
	Iteration 42Q: 3 clusters Score -1.274222e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 107582 members 
Entering Unmasked Estep 
Score: -12742233.000000 Penalty: 3766.944580
	Iteration 43Q: 3 clusters Score -1.274223e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 107586 members 
Entering Unmasked Estep 
Score: -12742219.000000 Penalty: 3766.944580
	Iteration 44Q: 3 clusters Score -1.274222e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 107587 members 
Entering Unmasked Estep 
Score: -12742226.000000 Penalty: 3766.944580
	Iteration 45Q: 3 clusters Score -1.274223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 107587 members 
Entering Unmasked Estep 
Score: -12742223.000000 Penalty: 3766.944580
	Iteration 46Q: 3 clusters Score -1.274222e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 107589 members 
Entering Unmasked Estep 
Score: -12742219.000000 Penalty: 3766.944580
	Iteration 47Q: 3 clusters Score -1.274222e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 107591 members 
Entering Unmasked Estep 
Score: -12742224.000000 Penalty: 3766.944580
	Iteration 48Q: 3 clusters Score -1.274222e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 107591 members 
Entering Unmasked Estep 
Score: -12742223.000000 Penalty: 3766.944580
	Iteration 49Q: 3 clusters Score -1.274222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 107592 members 
Entering Unmasked Estep 
Score: -12742234.000000 Penalty: 3766.944580
	Iteration 50Q: 3 clusters Score -1.274223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 107594 members 
Entering Unmasked Estep 
Score: -12742235.000000 Penalty: 3766.944580
	Iteration 51Q: 3 clusters Score -1.274224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 107596 members 
Entering Unmasked Estep 
Score: -12742235.000000 Penalty: 3766.944580
	Iteration 52Q: 3 clusters Score -1.274224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 107598 members 
Entering Unmasked Estep 
Score: -12742226.000000 Penalty: 3766.944580
	Iteration 53Q: 3 clusters Score -1.274223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 107600 members 
Entering Unmasked Estep 
Score: -12742232.000000 Penalty: 3766.944580
	Iteration 54Q: 3 clusters Score -1.274223e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 107601 members 
Entering Unmasked Estep 
Score: -12742230.000000 Penalty: 3766.944580
	Iteration 55Q: 3 clusters Score -1.274223e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 107602 members 
Entering Unmasked Estep 
Score: -12742236.000000 Penalty: 3766.944580
	Iteration 56Q: 3 clusters Score -1.274224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 107604 members 
Entering Unmasked Estep 
Score: -12742240.000000 Penalty: 3766.944580
	Iteration 57Q: 3 clusters Score -1.274224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 107605 members 
Entering Unmasked Estep 
Score: -12742243.000000 Penalty: 3766.944580
	Iteration 58Q: 3 clusters Score -1.274224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 107604 members 
Entering Unmasked Estep 
Score: -12742237.000000 Penalty: 3766.944580
	Iteration 59Q: 3 clusters Score -1.274224e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 107604 members 
Entering Unmasked Estep 
Score: -12742237.000000 Penalty: 3766.944580
	Iteration 60F: 3 clusters Score -1.274224e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (12754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Entering Unmasked Estep 
Score: -1445972.750000 Penalty: 1536.209961
	Iteration 0F: 2 clusters Score -1445973 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 6290 members 
Entering Unmasked Estep 
Score: -1436994.875000 Penalty: 3072.419922
	Iteration 0F: 3 clusters Score -1436995 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1439941.500000 Penalty: 3072.419922
	Iteration 1F: 3 clusters Score -1439942 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1440216.500000 Penalty: 3072.419922
	Iteration 2F: 3 clusters Score -1440216 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1440453.000000 Penalty: 3072.419922
	Iteration 3Q: 3 clusters Score -1440453 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1440706.250000 Penalty: 3072.419922
	Iteration 4Q: 3 clusters Score -1440706 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1440989.750000 Penalty: 3072.419922
	Iteration 5Q: 3 clusters Score -1440990 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1441347.500000 Penalty: 3072.419922
	Iteration 6F: 3 clusters Score -1441348 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1441837.625000 Penalty: 3072.419922
	Iteration 7F: 3 clusters Score -1441838 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1442429.750000 Penalty: 3072.419922
	Iteration 8F: 3 clusters Score -1442430 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1443096.875000 Penalty: 3072.419922
	Iteration 9F: 3 clusters Score -1443097 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1443758.875000 Penalty: 3072.419922
	Iteration 10F: 3 clusters Score -1443759 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1444181.750000 Penalty: 3072.419922
	Iteration 11Q: 3 clusters Score -1444182 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1444400.875000 Penalty: 3072.419922
	Iteration 12Q: 3 clusters Score -1444401 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1444527.875000 Penalty: 3072.419922
	Iteration 13Q: 3 clusters Score -1444528 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1444582.625000 Penalty: 3072.419922
	Iteration 14Q: 3 clusters Score -1444583 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -1444608.750000 Penalty: 3072.419922
	Iteration 15Q: 3 clusters Score -1444609 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -1444630.625000 Penalty: 3072.419922
	Iteration 16Q: 3 clusters Score -1444631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -1444643.000000 Penalty: 3072.419922
	Iteration 17Q: 3 clusters Score -1444643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -1444652.625000 Penalty: 3072.419922
	Iteration 18Q: 3 clusters Score -1444653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -1444658.750000 Penalty: 3072.419922
	Iteration 19Q: 3 clusters Score -1444659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -1444660.125000 Penalty: 3072.419922
	Iteration 20F: 3 clusters Score -1444660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -1444662.250000 Penalty: 3072.419922
	Iteration 21Q: 3 clusters Score -1444662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -1444667.000000 Penalty: 3072.419922
	Iteration 22Q: 3 clusters Score -1444667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -1444669.250000 Penalty: 3072.419922
	Iteration 23Q: 3 clusters Score -1444669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -1444672.875000 Penalty: 3072.419922
	Iteration 24Q: 3 clusters Score -1444673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -1444675.000000 Penalty: 3072.419922
	Iteration 25Q: 3 clusters Score -1444675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -1444675.000000 Penalty: 3072.419922
	Iteration 26F: 3 clusters Score -1444675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -63223.761719 Penalty: 1041.920532
	Iteration 0F: 2 clusters Score -63223.76 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 309 members 
Entering Unmasked Estep 
Score: -62093.515625 Penalty: 2083.841064
	Iteration 0F: 3 clusters Score -62093.52 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -62325.722656 Penalty: 2083.841064
	Iteration 1F: 3 clusters Score -62325.72 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -62382.242188 Penalty: 2083.841064
	Iteration 2F: 3 clusters Score -62382.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -62431.253906 Penalty: 2083.841064
	Iteration 3Q: 3 clusters Score -62431.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -62482.277344 Penalty: 2083.841064
	Iteration 4Q: 3 clusters Score -62482.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -62499.316406 Penalty: 2083.841064
	Iteration 5Q: 3 clusters Score -62499.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -62506.414062 Penalty: 2083.841064
	Iteration 6Q: 3 clusters Score -62506.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -62509.523438 Penalty: 2083.841064
	Iteration 7Q: 3 clusters Score -62509.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -62509.523438 Penalty: 2083.841064
	Iteration 8F: 3 clusters Score -62509.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (10375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Entering Unmasked Estep 
Score: -1096029.250000 Penalty: 1502.662598
	Iteration 0F: 2 clusters Score -1096029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1088680.750000 Penalty: 3005.325195
	Iteration 0F: 3 clusters Score -1088681 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1091200.625000 Penalty: 3005.325195
	Iteration 1F: 3 clusters Score -1091201 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1091559.250000 Penalty: 3005.325195
	Iteration 2F: 3 clusters Score -1091559 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1091929.375000 Penalty: 3005.325195
	Iteration 3F: 3 clusters Score -1091929 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1092293.625000 Penalty: 3005.325195
	Iteration 4F: 3 clusters Score -1092294 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1092608.250000 Penalty: 3005.325195
	Iteration 5F: 3 clusters Score -1092608 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1092915.625000 Penalty: 3005.325195
	Iteration 6F: 3 clusters Score -1092916 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1093196.625000 Penalty: 3005.325195
	Iteration 7Q: 3 clusters Score -1093197 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1093420.250000 Penalty: 3005.325195
	Iteration 8Q: 3 clusters Score -1093420 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1093586.875000 Penalty: 3005.325195
	Iteration 9Q: 3 clusters Score -1093587 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1093707.875000 Penalty: 3005.325195
	Iteration 10Q: 3 clusters Score -1093708 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1093787.750000 Penalty: 3005.325195
	Iteration 11Q: 3 clusters Score -1093788 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1093837.000000 Penalty: 3005.325195
	Iteration 12Q: 3 clusters Score -1093837 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1093881.375000 Penalty: 3005.325195
	Iteration 13Q: 3 clusters Score -1093881 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1093917.125000 Penalty: 3005.325195
	Iteration 14Q: 3 clusters Score -1093917 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1093940.000000 Penalty: 3005.325195
	Iteration 15Q: 3 clusters Score -1093940 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1093961.750000 Penalty: 3005.325195
	Iteration 16Q: 3 clusters Score -1093962 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1093983.750000 Penalty: 3005.325195
	Iteration 17Q: 3 clusters Score -1093984 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1094002.000000 Penalty: 3005.325195
	Iteration 18Q: 3 clusters Score -1094002 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1094016.125000 Penalty: 3005.325195
	Iteration 19Q: 3 clusters Score -1094016 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1094023.000000 Penalty: 3005.325195
	Iteration 20F: 3 clusters Score -1094023 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1094037.000000 Penalty: 3005.325195
	Iteration 21Q: 3 clusters Score -1094037 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1094049.125000 Penalty: 3005.325195
	Iteration 22Q: 3 clusters Score -1094049 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1094061.750000 Penalty: 3005.325195
	Iteration 23Q: 3 clusters Score -1094062 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1094078.000000 Penalty: 3005.325195
	Iteration 24Q: 3 clusters Score -1094078 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1094099.000000 Penalty: 3005.325195
	Iteration 25Q: 3 clusters Score -1094099 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1094117.250000 Penalty: 3005.325195
	Iteration 26Q: 3 clusters Score -1094117 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1094129.250000 Penalty: 3005.325195
	Iteration 27Q: 3 clusters Score -1094129 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1094136.750000 Penalty: 3005.325195
	Iteration 28Q: 3 clusters Score -1094137 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1094150.875000 Penalty: 3005.325195
	Iteration 29Q: 3 clusters Score -1094151 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1094159.250000 Penalty: 3005.325195
	Iteration 30Q: 3 clusters Score -1094159 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1094173.375000 Penalty: 3005.325195
	Iteration 31Q: 3 clusters Score -1094173 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1094184.750000 Penalty: 3005.325195
	Iteration 32Q: 3 clusters Score -1094185 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1094194.625000 Penalty: 3005.325195
	Iteration 33Q: 3 clusters Score -1094195 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1094204.875000 Penalty: 3005.325195
	Iteration 34Q: 3 clusters Score -1094205 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1094218.500000 Penalty: 3005.325195
	Iteration 35Q: 3 clusters Score -1094218 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1094230.750000 Penalty: 3005.325195
	Iteration 36Q: 3 clusters Score -1094231 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1094239.375000 Penalty: 3005.325195
	Iteration 37Q: 3 clusters Score -1094239 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1094250.500000 Penalty: 3005.325195
	Iteration 38Q: 3 clusters Score -1094250 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1094257.500000 Penalty: 3005.325195
	Iteration 39Q: 3 clusters Score -1094258 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1094261.375000 Penalty: 3005.325195
	Iteration 40F: 3 clusters Score -1094261 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1094263.375000 Penalty: 3005.325195
	Iteration 41Q: 3 clusters Score -1094263 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1094269.250000 Penalty: 3005.325195
	Iteration 42Q: 3 clusters Score -1094269 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1094274.000000 Penalty: 3005.325195
	Iteration 43Q: 3 clusters Score -1094274 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1094280.500000 Penalty: 3005.325195
	Iteration 44Q: 3 clusters Score -1094280 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1094285.625000 Penalty: 3005.325195
	Iteration 45Q: 3 clusters Score -1094286 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1094290.125000 Penalty: 3005.325195
	Iteration 46Q: 3 clusters Score -1094290 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1094297.125000 Penalty: 3005.325195
	Iteration 47Q: 3 clusters Score -1094297 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1094300.625000 Penalty: 3005.325195
	Iteration 48Q: 3 clusters Score -1094301 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1094304.250000 Penalty: 3005.325195
	Iteration 49Q: 3 clusters Score -1094304 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1094305.875000 Penalty: 3005.325195
	Iteration 50Q: 3 clusters Score -1094306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1094310.000000 Penalty: 3005.325195
	Iteration 51Q: 3 clusters Score -1094310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1094308.500000 Penalty: 3005.325195
	Iteration 52Q: 3 clusters Score -1094308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1094311.875000 Penalty: 3005.325195
	Iteration 53Q: 3 clusters Score -1094312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1094314.250000 Penalty: 3005.325195
	Iteration 54Q: 3 clusters Score -1094314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1094316.125000 Penalty: 3005.325195
	Iteration 55Q: 3 clusters Score -1094316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1094315.500000 Penalty: 3005.325195
	Iteration 56Q: 3 clusters Score -1094316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1094315.750000 Penalty: 3005.325195
	Iteration 57Q: 3 clusters Score -1094316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1094321.125000 Penalty: 3005.325195
	Iteration 58Q: 3 clusters Score -1094321 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1094326.250000 Penalty: 3005.325195
	Iteration 59Q: 3 clusters Score -1094326 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1094334.250000 Penalty: 3005.325195
	Iteration 60F: 3 clusters Score -1094334 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1094341.375000 Penalty: 3005.325195
	Iteration 61Q: 3 clusters Score -1094341 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1094346.250000 Penalty: 3005.325195
	Iteration 62Q: 3 clusters Score -1094346 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1094353.750000 Penalty: 3005.325195
	Iteration 63Q: 3 clusters Score -1094354 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1094357.000000 Penalty: 3005.325195
	Iteration 64Q: 3 clusters Score -1094357 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1094363.125000 Penalty: 3005.325195
	Iteration 65Q: 3 clusters Score -1094363 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1094368.000000 Penalty: 3005.325195
	Iteration 66Q: 3 clusters Score -1094368 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1094373.375000 Penalty: 3005.325195
	Iteration 67Q: 3 clusters Score -1094373 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1094376.125000 Penalty: 3005.325195
	Iteration 68Q: 3 clusters Score -1094376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1094378.625000 Penalty: 3005.325195
	Iteration 69Q: 3 clusters Score -1094379 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1094380.375000 Penalty: 3005.325195
	Iteration 70Q: 3 clusters Score -1094380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1094381.125000 Penalty: 3005.325195
	Iteration 71Q: 3 clusters Score -1094381 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1094383.625000 Penalty: 3005.325195
	Iteration 72Q: 3 clusters Score -1094384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1094386.625000 Penalty: 3005.325195
	Iteration 73Q: 3 clusters Score -1094387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1094389.375000 Penalty: 3005.325195
	Iteration 74Q: 3 clusters Score -1094389 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1094391.750000 Penalty: 3005.325195
	Iteration 75Q: 3 clusters Score -1094392 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1094397.750000 Penalty: 3005.325195
	Iteration 76Q: 3 clusters Score -1094398 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1094405.250000 Penalty: 3005.325195
	Iteration 77Q: 3 clusters Score -1094405 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1094406.750000 Penalty: 3005.325195
	Iteration 78Q: 3 clusters Score -1094407 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1094411.500000 Penalty: 3005.325195
	Iteration 79Q: 3 clusters Score -1094412 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1094416.500000 Penalty: 3005.325195
	Iteration 80F: 3 clusters Score -1094416 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1094421.750000 Penalty: 3005.325195
	Iteration 81Q: 3 clusters Score -1094422 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1094427.875000 Penalty: 3005.325195
	Iteration 82Q: 3 clusters Score -1094428 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1094431.500000 Penalty: 3005.325195
	Iteration 83Q: 3 clusters Score -1094432 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1094441.000000 Penalty: 3005.325195
	Iteration 84Q: 3 clusters Score -1094441 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1094446.500000 Penalty: 3005.325195
	Iteration 85Q: 3 clusters Score -1094446 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1094452.625000 Penalty: 3005.325195
	Iteration 86Q: 3 clusters Score -1094453 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1094455.625000 Penalty: 3005.325195
	Iteration 87Q: 3 clusters Score -1094456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1094459.250000 Penalty: 3005.325195
	Iteration 88Q: 3 clusters Score -1094459 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1094461.875000 Penalty: 3005.325195
	Iteration 89Q: 3 clusters Score -1094462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1094463.000000 Penalty: 3005.325195
	Iteration 90Q: 3 clusters Score -1094463 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1094466.125000 Penalty: 3005.325195
	Iteration 91Q: 3 clusters Score -1094466 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1094471.875000 Penalty: 3005.325195
	Iteration 92Q: 3 clusters Score -1094472 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1094477.375000 Penalty: 3005.325195
	Iteration 93Q: 3 clusters Score -1094477 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1094479.875000 Penalty: 3005.325195
	Iteration 94Q: 3 clusters Score -1094480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1094481.000000 Penalty: 3005.325195
	Iteration 95Q: 3 clusters Score -1094481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1094482.750000 Penalty: 3005.325195
	Iteration 96Q: 3 clusters Score -1094483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1094486.875000 Penalty: 3005.325195
	Iteration 97Q: 3 clusters Score -1094487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1094488.750000 Penalty: 3005.325195
	Iteration 98Q: 3 clusters Score -1094489 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1094488.375000 Penalty: 3005.325195
	Iteration 99Q: 3 clusters Score -1094488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1094488.875000 Penalty: 3005.325195
	Iteration 100F: 3 clusters Score -1094489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1094489.125000 Penalty: 3005.325195
	Iteration 101Q: 3 clusters Score -1094489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1094489.500000 Penalty: 3005.325195
	Iteration 102Q: 3 clusters Score -1094490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1094489.750000 Penalty: 3005.325195
	Iteration 103Q: 3 clusters Score -1094490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1094493.000000 Penalty: 3005.325195
	Iteration 104Q: 3 clusters Score -1094493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1094493.625000 Penalty: 3005.325195
	Iteration 105Q: 3 clusters Score -1094494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1094495.625000 Penalty: 3005.325195
	Iteration 106Q: 3 clusters Score -1094496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1094493.500000 Penalty: 3005.325195
	Iteration 107Q: 3 clusters Score -1094494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1094497.250000 Penalty: 3005.325195
	Iteration 108Q: 3 clusters Score -1094497 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1094502.250000 Penalty: 3005.325195
	Iteration 109Q: 3 clusters Score -1094502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1094504.125000 Penalty: 3005.325195
	Iteration 110Q: 3 clusters Score -1094504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1094502.875000 Penalty: 3005.325195
	Iteration 111Q: 3 clusters Score -1094503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1094504.875000 Penalty: 3005.325195
	Iteration 112Q: 3 clusters Score -1094505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1094507.500000 Penalty: 3005.325195
	Iteration 113Q: 3 clusters Score -1094508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1094508.250000 Penalty: 3005.325195
	Iteration 114Q: 3 clusters Score -1094508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1094510.250000 Penalty: 3005.325195
	Iteration 115Q: 3 clusters Score -1094510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1094508.125000 Penalty: 3005.325195
	Iteration 116Q: 3 clusters Score -1094508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1094512.000000 Penalty: 3005.325195
	Iteration 117Q: 3 clusters Score -1094512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1094511.000000 Penalty: 3005.325195
	Iteration 118Q: 3 clusters Score -1094511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1094512.875000 Penalty: 3005.325195
	Iteration 119Q: 3 clusters Score -1094513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1094513.625000 Penalty: 3005.325195
	Iteration 120F: 3 clusters Score -1094514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (125518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125518 members 
Entering Unmasked Estep 
Score: -14882429.000000 Penalty: 1907.783325
	Iteration 0F: 2 clusters Score -1.488243e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62739 members 
Mstep: Class 2 contains 62779 members 
Entering Unmasked Estep 
Score: -14806524.000000 Penalty: 3815.566650
	Iteration 0F: 3 clusters Score -1.480652e+07 nChanged 60085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60620 members 
Mstep: Class 2 contains 64898 members 
Entering Unmasked Estep 
Score: -14841281.000000 Penalty: 3815.566650
	Iteration 1F: 3 clusters Score -1.484128e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59132 members 
Mstep: Class 2 contains 66386 members 
Entering Unmasked Estep 
Score: -14841980.000000 Penalty: 3815.566650
	Iteration 2Q: 3 clusters Score -1.484198e+07 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56878 members 
Mstep: Class 2 contains 68640 members 
Entering Unmasked Estep 
Score: -14842889.000000 Penalty: 3815.566650
	Iteration 3Q: 3 clusters Score -1.484289e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53581 members 
Mstep: Class 2 contains 71937 members 
Entering Unmasked Estep 
Score: -14844094.000000 Penalty: 3815.566650
	Iteration 4Q: 3 clusters Score -1.484409e+07 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48870 members 
Mstep: Class 2 contains 76648 members 
Entering Unmasked Estep 
Score: -14846063.000000 Penalty: 3815.566650
	Iteration 5Q: 3 clusters Score -1.484606e+07 nChanged 7298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42308 members 
Mstep: Class 2 contains 83210 members 
Entering Unmasked Estep 
Score: -14850068.000000 Penalty: 3815.566650
	Iteration 6F: 3 clusters Score -1.485007e+07 nChanged 8758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 91370 members 
Entering Unmasked Estep 
Score: -14857455.000000 Penalty: 3815.566650
	Iteration 7F: 3 clusters Score -1.485746e+07 nChanged 9793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 100955 members 
Entering Unmasked Estep 
Score: -14864391.000000 Penalty: 3815.566650
	Iteration 8F: 3 clusters Score -1.486439e+07 nChanged 8441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 109106 members 
Entering Unmasked Estep 
Score: -14869280.000000 Penalty: 3815.566650
	Iteration 9F: 3 clusters Score -1.486928e+07 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 114170 members 
Entering Unmasked Estep 
Score: -14873941.000000 Penalty: 3815.566650
	Iteration 10Q: 3 clusters Score -1.487394e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 117010 members 
Entering Unmasked Estep 
Score: -14876183.000000 Penalty: 3815.566650
	Iteration 11Q: 3 clusters Score -1.487618e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 118847 members 
Entering Unmasked Estep 
Score: -14877364.000000 Penalty: 3815.566650
	Iteration 12Q: 3 clusters Score -1.487736e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 120152 members 
Entering Unmasked Estep 
Score: -14878152.000000 Penalty: 3815.566650
	Iteration 13Q: 3 clusters Score -1.487815e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 121131 members 
Entering Unmasked Estep 
Score: -14878780.000000 Penalty: 3815.566650
	Iteration 14Q: 3 clusters Score -1.487878e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 121899 members 
Entering Unmasked Estep 
Score: -14879224.000000 Penalty: 3815.566650
	Iteration 15Q: 3 clusters Score -1.487922e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 122476 members 
Entering Unmasked Estep 
Score: -14879532.000000 Penalty: 3815.566650
	Iteration 16Q: 3 clusters Score -1.487953e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 122967 members 
Entering Unmasked Estep 
Score: -14879824.000000 Penalty: 3815.566650
	Iteration 17Q: 3 clusters Score -1.487982e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 123373 members 
Entering Unmasked Estep 
Score: -14879997.000000 Penalty: 3815.566650
	Iteration 18Q: 3 clusters Score -1.488e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 123698 members 
Entering Unmasked Estep 
Score: -14880180.000000 Penalty: 3815.566650
	Iteration 19Q: 3 clusters Score -1.488018e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 123979 members 
Entering Unmasked Estep 
Score: -14880293.000000 Penalty: 3815.566650
	Iteration 20F: 3 clusters Score -1.488029e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 124186 members 
Entering Unmasked Estep 
Score: -14880401.000000 Penalty: 3815.566650
	Iteration 21Q: 3 clusters Score -1.48804e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 124331 members 
Entering Unmasked Estep 
Score: -14880506.000000 Penalty: 3815.566650
	Iteration 22Q: 3 clusters Score -1.488051e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 124453 members 
Entering Unmasked Estep 
Score: -14880538.000000 Penalty: 3815.566650
	Iteration 23Q: 3 clusters Score -1.488054e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 124543 members 
Entering Unmasked Estep 
Score: -14880573.000000 Penalty: 3815.566650
	Iteration 24Q: 3 clusters Score -1.488057e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 124631 members 
Entering Unmasked Estep 
Score: -14880599.000000 Penalty: 3815.566650
	Iteration 25Q: 3 clusters Score -1.48806e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 124689 members 
Entering Unmasked Estep 
Score: -14880611.000000 Penalty: 3815.566650
	Iteration 26Q: 3 clusters Score -1.488061e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 124734 members 
Entering Unmasked Estep 
Score: -14880645.000000 Penalty: 3815.566650
	Iteration 27Q: 3 clusters Score -1.488064e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 124771 members 
Entering Unmasked Estep 
Score: -14880665.000000 Penalty: 3815.566650
	Iteration 28Q: 3 clusters Score -1.488066e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 124796 members 
Entering Unmasked Estep 
Score: -14880683.000000 Penalty: 3815.566650
	Iteration 29Q: 3 clusters Score -1.488068e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 124811 members 
Entering Unmasked Estep 
Score: -14880689.000000 Penalty: 3815.566650
	Iteration 30Q: 3 clusters Score -1.488069e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 124822 members 
Entering Unmasked Estep 
Score: -14880672.000000 Penalty: 3815.566650
	Iteration 31Q: 3 clusters Score -1.488067e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 124835 members 
Entering Unmasked Estep 
Score: -14880680.000000 Penalty: 3815.566650
	Iteration 32Q: 3 clusters Score -1.488068e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 124854 members 
Entering Unmasked Estep 
Score: -14880675.000000 Penalty: 3815.566650
	Iteration 33Q: 3 clusters Score -1.488068e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 124867 members 
Entering Unmasked Estep 
Score: -14880682.000000 Penalty: 3815.566650
	Iteration 34Q: 3 clusters Score -1.488068e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 124875 members 
Entering Unmasked Estep 
Score: -14880685.000000 Penalty: 3815.566650
	Iteration 35Q: 3 clusters Score -1.488068e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 124885 members 
Entering Unmasked Estep 
Score: -14880696.000000 Penalty: 3815.566650
	Iteration 36Q: 3 clusters Score -1.48807e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 124895 members 
Entering Unmasked Estep 
Score: -14880715.000000 Penalty: 3815.566650
	Iteration 37Q: 3 clusters Score -1.488072e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 124906 members 
Entering Unmasked Estep 
Score: -14880734.000000 Penalty: 3815.566650
	Iteration 38Q: 3 clusters Score -1.488073e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 124917 members 
Entering Unmasked Estep 
Score: -14880736.000000 Penalty: 3815.566650
	Iteration 39Q: 3 clusters Score -1.488074e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 124932 members 
Entering Unmasked Estep 
Score: -14880732.000000 Penalty: 3815.566650
	Iteration 40F: 3 clusters Score -1.488073e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 124941 members 
Entering Unmasked Estep 
Score: -14880739.000000 Penalty: 3815.566650
	Iteration 41Q: 3 clusters Score -1.488074e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 124948 members 
Entering Unmasked Estep 
Score: -14880731.000000 Penalty: 3815.566650
	Iteration 42Q: 3 clusters Score -1.488073e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 124949 members 
Entering Unmasked Estep 
Score: -14880738.000000 Penalty: 3815.566650
	Iteration 43Q: 3 clusters Score -1.488074e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 124949 members 
Entering Unmasked Estep 
Score: -14880738.000000 Penalty: 3815.566650
	Iteration 44F: 3 clusters Score -1.488074e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -30482.097656 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -30482.1 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 154 members 
Entering Unmasked Estep 
Score: -29574.230469 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -29574.23 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -29754.068359 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -29754.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -29826.205078 Penalty: 1890.561035
	Iteration 2F: 3 clusters Score -29826.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -29851.087891 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -29851.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -29865.480469 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -29865.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -29875.582031 Penalty: 1890.561035
	Iteration 5Q: 3 clusters Score -29875.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -29875.582031 Penalty: 1890.561035
	Iteration 6F: 3 clusters Score -29875.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Entering Unmasked Estep 
Score: -9516.983398 Penalty: 871.971069
	Iteration 0F: 2 clusters Score -9516.983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8806.632812 Penalty: 1743.942139
	Iteration 0F: 3 clusters Score -8806.633 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -8925.625977 Penalty: 1743.942139
	Iteration 1F: 3 clusters Score -8925.626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -8969.533203 Penalty: 1743.942139
	Iteration 2Q: 3 clusters Score -8969.533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9020.868164 Penalty: 1743.942139
	Iteration 3Q: 3 clusters Score -9020.868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9043.007812 Penalty: 1743.942139
	Iteration 4Q: 3 clusters Score -9043.008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9061.988281 Penalty: 1743.942139
	Iteration 5Q: 3 clusters Score -9061.988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9077.588867 Penalty: 1743.942139
	Iteration 6Q: 3 clusters Score -9077.589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -9089.829102 Penalty: 1743.942139
	Iteration 7Q: 3 clusters Score -9089.829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9097.418945 Penalty: 1743.942139
	Iteration 8Q: 3 clusters Score -9097.419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9103.952148 Penalty: 1743.942139
	Iteration 9Q: 3 clusters Score -9103.952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -9103.952148 Penalty: 1743.942139
	Iteration 10F: 3 clusters Score -9103.952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (29243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Entering Unmasked Estep 
Score: -3443916.250000 Penalty: 1671.051758
	Iteration 0F: 2 clusters Score -3443916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -3424082.750000 Penalty: 3342.103516
	Iteration 0F: 3 clusters Score -3424083 nChanged 13487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -3431556.000000 Penalty: 3342.103516
	Iteration 1F: 3 clusters Score -3431556 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -3431850.250000 Penalty: 3342.103516
	Iteration 2Q: 3 clusters Score -3431850 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -3432143.250000 Penalty: 3342.103516
	Iteration 3Q: 3 clusters Score -3432143 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -3432498.500000 Penalty: 3342.103516
	Iteration 4Q: 3 clusters Score -3432498 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -3432913.500000 Penalty: 3342.103516
	Iteration 5Q: 3 clusters Score -3432914 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -3433432.250000 Penalty: 3342.103516
	Iteration 6Q: 3 clusters Score -3433432 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -3434171.500000 Penalty: 3342.103516
	Iteration 7Q: 3 clusters Score -3434172 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -3435183.750000 Penalty: 3342.103516
	Iteration 8F: 3 clusters Score -3435184 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -3436424.250000 Penalty: 3342.103516
	Iteration 9F: 3 clusters Score -3436424 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -3437820.250000 Penalty: 3342.103516
	Iteration 10F: 3 clusters Score -3437820 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -3439175.500000 Penalty: 3342.103516
	Iteration 11F: 3 clusters Score -3439176 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -3440256.750000 Penalty: 3342.103516
	Iteration 12Q: 3 clusters Score -3440257 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -3441243.000000 Penalty: 3342.103516
	Iteration 13Q: 3 clusters Score -3441243 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -3441981.000000 Penalty: 3342.103516
	Iteration 14Q: 3 clusters Score -3441981 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -3442398.000000 Penalty: 3342.103516
	Iteration 15Q: 3 clusters Score -3442398 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -3442617.250000 Penalty: 3342.103516
	Iteration 16Q: 3 clusters Score -3442617 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -3442746.500000 Penalty: 3342.103516
	Iteration 17Q: 3 clusters Score -3442746 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -3442820.250000 Penalty: 3342.103516
	Iteration 18Q: 3 clusters Score -3442820 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -3442850.250000 Penalty: 3342.103516
	Iteration 19Q: 3 clusters Score -3442850 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -3442878.500000 Penalty: 3342.103516
	Iteration 20F: 3 clusters Score -3442878 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -3442879.000000 Penalty: 3342.103516
	Iteration 21Q: 3 clusters Score -3442879 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -3442897.000000 Penalty: 3342.103516
	Iteration 22Q: 3 clusters Score -3442897 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -3442898.500000 Penalty: 3342.103516
	Iteration 23Q: 3 clusters Score -3442898 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -3442900.250000 Penalty: 3342.103516
	Iteration 24Q: 3 clusters Score -3442900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -3442896.500000 Penalty: 3342.103516
	Iteration 25Q: 3 clusters Score -3442896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -3442901.000000 Penalty: 3342.103516
	Iteration 26Q: 3 clusters Score -3442901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -3442898.000000 Penalty: 3342.103516
	Iteration 27Q: 3 clusters Score -3442898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -3442894.000000 Penalty: 3342.103516
	Iteration 28Q: 3 clusters Score -3442894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -3442895.750000 Penalty: 3342.103516
	Iteration 29Q: 3 clusters Score -3442896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -3442897.000000 Penalty: 3342.103516
	Iteration 30Q: 3 clusters Score -3442897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -3442898.750000 Penalty: 3342.103516
	Iteration 31Q: 3 clusters Score -3442899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -3442901.500000 Penalty: 3342.103516
	Iteration 32Q: 3 clusters Score -3442902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -3442903.500000 Penalty: 3342.103516
	Iteration 33Q: 3 clusters Score -3442904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -3442904.750000 Penalty: 3342.103516
	Iteration 34Q: 3 clusters Score -3442905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -3442904.750000 Penalty: 3342.103516
	Iteration 35F: 3 clusters Score -3442905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (191928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191928 members 
Entering Unmasked Estep 
Score: -22012520.000000 Penalty: 1976.792358
	Iteration 0F: 2 clusters Score -2.201252e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95973 members 
Mstep: Class 2 contains 95955 members 
Entering Unmasked Estep 
Score: -21904096.000000 Penalty: 3953.584717
	Iteration 0F: 3 clusters Score -2.19041e+07 nChanged 92808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97395 members 
Mstep: Class 2 contains 94533 members 
Entering Unmasked Estep 
Score: -21959146.000000 Penalty: 3953.584717
	Iteration 1F: 3 clusters Score -2.195915e+07 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99073 members 
Mstep: Class 2 contains 92855 members 
Entering Unmasked Estep 
Score: -21960128.000000 Penalty: 3953.584717
	Iteration 2Q: 3 clusters Score -2.196013e+07 nChanged 6469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101850 members 
Mstep: Class 2 contains 90078 members 
Entering Unmasked Estep 
Score: -21961720.000000 Penalty: 3953.584717
	Iteration 3Q: 3 clusters Score -2.196172e+07 nChanged 8036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105942 members 
Mstep: Class 2 contains 85986 members 
Entering Unmasked Estep 
Score: -21964116.000000 Penalty: 3953.584717
	Iteration 4Q: 3 clusters Score -2.196412e+07 nChanged 9482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111714 members 
Mstep: Class 2 contains 80214 members 
Entering Unmasked Estep 
Score: -21967470.000000 Penalty: 3953.584717
	Iteration 5Q: 3 clusters Score -2.196747e+07 nChanged 10894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118974 members 
Mstep: Class 2 contains 72954 members 
Entering Unmasked Estep 
Score: -21972198.000000 Penalty: 3953.584717
	Iteration 6F: 3 clusters Score -2.19722e+07 nChanged 12000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127444 members 
Mstep: Class 2 contains 64484 members 
Entering Unmasked Estep 
Score: -21978340.000000 Penalty: 3953.584717
	Iteration 7F: 3 clusters Score -2.197834e+07 nChanged 12053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136019 members 
Mstep: Class 2 contains 55909 members 
Entering Unmasked Estep 
Score: -21984976.000000 Penalty: 3953.584717
	Iteration 8F: 3 clusters Score -2.198498e+07 nChanged 11088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143867 members 
Mstep: Class 2 contains 48061 members 
Entering Unmasked Estep 
Score: -21991772.000000 Penalty: 3953.584717
	Iteration 9F: 3 clusters Score -2.199177e+07 nChanged 9314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149809 members 
Mstep: Class 2 contains 42119 members 
Entering Unmasked Estep 
Score: -21998156.000000 Penalty: 3953.584717
	Iteration 10Q: 3 clusters Score -2.199816e+07 nChanged 7193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153538 members 
Mstep: Class 2 contains 38390 members 
Entering Unmasked Estep 
Score: -22002276.000000 Penalty: 3953.584717
	Iteration 11Q: 3 clusters Score -2.200228e+07 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155881 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -22004026.000000 Penalty: 3953.584717
	Iteration 12Q: 3 clusters Score -2.200403e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157756 members 
Mstep: Class 2 contains 34172 members 
Entering Unmasked Estep 
Score: -22004912.000000 Penalty: 3953.584717
	Iteration 13Q: 3 clusters Score -2.200491e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159510 members 
Mstep: Class 2 contains 32418 members 
Entering Unmasked Estep 
Score: -22005242.000000 Penalty: 3953.584717
	Iteration 14Q: 3 clusters Score -2.200524e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161093 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -22005632.000000 Penalty: 3953.584717
	Iteration 15Q: 3 clusters Score -2.200563e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162595 members 
Mstep: Class 2 contains 29333 members 
Entering Unmasked Estep 
Score: -22005966.000000 Penalty: 3953.584717
	Iteration 16Q: 3 clusters Score -2.200597e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164054 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -22006150.000000 Penalty: 3953.584717
	Iteration 17Q: 3 clusters Score -2.200615e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165542 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -22006398.000000 Penalty: 3953.584717
	Iteration 18Q: 3 clusters Score -2.20064e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166989 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -22006504.000000 Penalty: 3953.584717
	Iteration 19Q: 3 clusters Score -2.20065e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168433 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -22006790.000000 Penalty: 3953.584717
	Iteration 20F: 3 clusters Score -2.200679e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169853 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -22007004.000000 Penalty: 3953.584717
	Iteration 21Q: 3 clusters Score -2.2007e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171308 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -22007278.000000 Penalty: 3953.584717
	Iteration 22Q: 3 clusters Score -2.200728e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172697 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -22007612.000000 Penalty: 3953.584717
	Iteration 23Q: 3 clusters Score -2.200761e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174011 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -22007858.000000 Penalty: 3953.584717
	Iteration 24Q: 3 clusters Score -2.200786e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175282 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -22008026.000000 Penalty: 3953.584717
	Iteration 25Q: 3 clusters Score -2.200803e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176535 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -22008244.000000 Penalty: 3953.584717
	Iteration 26Q: 3 clusters Score -2.200824e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177772 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -22008380.000000 Penalty: 3953.584717
	Iteration 27Q: 3 clusters Score -2.200838e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178967 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -22008622.000000 Penalty: 3953.584717
	Iteration 28Q: 3 clusters Score -2.200862e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180138 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -22008750.000000 Penalty: 3953.584717
	Iteration 29Q: 3 clusters Score -2.200875e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181233 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -22008976.000000 Penalty: 3953.584717
	Iteration 30Q: 3 clusters Score -2.200898e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182201 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -22009426.000000 Penalty: 3953.584717
	Iteration 31Q: 3 clusters Score -2.200943e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183130 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -22009662.000000 Penalty: 3953.584717
	Iteration 32Q: 3 clusters Score -2.200966e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184056 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -22010138.000000 Penalty: 3953.584717
	Iteration 33Q: 3 clusters Score -2.201014e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184895 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -22010330.000000 Penalty: 3953.584717
	Iteration 34Q: 3 clusters Score -2.201033e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185656 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -22010454.000000 Penalty: 3953.584717
	Iteration 35Q: 3 clusters Score -2.201045e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186419 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -22010564.000000 Penalty: 3953.584717
	Iteration 36Q: 3 clusters Score -2.201056e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187186 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -22010682.000000 Penalty: 3953.584717
	Iteration 37Q: 3 clusters Score -2.201068e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187878 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -22010734.000000 Penalty: 3953.584717
	Iteration 38Q: 3 clusters Score -2.201073e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188500 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -22010852.000000 Penalty: 3953.584717
	Iteration 39Q: 3 clusters Score -2.201085e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189080 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -22010924.000000 Penalty: 3953.584717
	Iteration 40F: 3 clusters Score -2.201092e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189584 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -22010906.000000 Penalty: 3953.584717
	Iteration 41Q: 3 clusters Score -2.201091e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189996 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -22010978.000000 Penalty: 3953.584717
	Iteration 42Q: 3 clusters Score -2.201098e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190329 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -22010942.000000 Penalty: 3953.584717
	Iteration 43Q: 3 clusters Score -2.201094e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190566 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -22010980.000000 Penalty: 3953.584717
	Iteration 44Q: 3 clusters Score -2.201098e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190751 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -22011070.000000 Penalty: 3953.584717
	Iteration 45Q: 3 clusters Score -2.201107e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190897 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -22011006.000000 Penalty: 3953.584717
	Iteration 46Q: 3 clusters Score -2.201101e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191010 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -22011014.000000 Penalty: 3953.584717
	Iteration 47Q: 3 clusters Score -2.201101e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191100 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -22011086.000000 Penalty: 3953.584717
	Iteration 48Q: 3 clusters Score -2.201109e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191170 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -22011098.000000 Penalty: 3953.584717
	Iteration 49Q: 3 clusters Score -2.20111e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191233 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -22011142.000000 Penalty: 3953.584717
	Iteration 50Q: 3 clusters Score -2.201114e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191276 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -22011144.000000 Penalty: 3953.584717
	Iteration 51Q: 3 clusters Score -2.201114e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191314 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -22011150.000000 Penalty: 3953.584717
	Iteration 52Q: 3 clusters Score -2.201115e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191334 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -22011146.000000 Penalty: 3953.584717
	Iteration 53Q: 3 clusters Score -2.201115e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191346 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -22011164.000000 Penalty: 3953.584717
	Iteration 54Q: 3 clusters Score -2.201116e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191355 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -22011166.000000 Penalty: 3953.584717
	Iteration 55Q: 3 clusters Score -2.201117e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191365 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -22011170.000000 Penalty: 3953.584717
	Iteration 56Q: 3 clusters Score -2.201117e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191372 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -22011174.000000 Penalty: 3953.584717
	Iteration 57Q: 3 clusters Score -2.201117e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191381 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -22011176.000000 Penalty: 3953.584717
	Iteration 58Q: 3 clusters Score -2.201118e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191386 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -22011170.000000 Penalty: 3953.584717
	Iteration 59Q: 3 clusters Score -2.201117e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191394 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -22011166.000000 Penalty: 3953.584717
	Iteration 60F: 3 clusters Score -2.201117e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191402 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -22011162.000000 Penalty: 3953.584717
	Iteration 61Q: 3 clusters Score -2.201116e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191406 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -22011176.000000 Penalty: 3953.584717
	Iteration 62Q: 3 clusters Score -2.201118e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191409 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -22011174.000000 Penalty: 3953.584717
	Iteration 63Q: 3 clusters Score -2.201117e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191410 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -22011182.000000 Penalty: 3953.584717
	Iteration 64Q: 3 clusters Score -2.201118e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191413 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -22011186.000000 Penalty: 3953.584717
	Iteration 65Q: 3 clusters Score -2.201119e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191411 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -22011176.000000 Penalty: 3953.584717
	Iteration 66Q: 3 clusters Score -2.201118e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191412 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -22011200.000000 Penalty: 3953.584717
	Iteration 67Q: 3 clusters Score -2.20112e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191410 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -22011208.000000 Penalty: 3953.584717
	Iteration 68Q: 3 clusters Score -2.201121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191413 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -22011208.000000 Penalty: 3953.584717
	Iteration 69Q: 3 clusters Score -2.201121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191413 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -22011202.000000 Penalty: 3953.584717
	Iteration 70Q: 3 clusters Score -2.20112e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191412 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -22011206.000000 Penalty: 3953.584717
	Iteration 71Q: 3 clusters Score -2.201121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191413 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -22011210.000000 Penalty: 3953.584717
	Iteration 72Q: 3 clusters Score -2.201121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191414 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -22011200.000000 Penalty: 3953.584717
	Iteration 73Q: 3 clusters Score -2.20112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191417 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -22011196.000000 Penalty: 3953.584717
	Iteration 74Q: 3 clusters Score -2.20112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191417 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -22011206.000000 Penalty: 3953.584717
	Iteration 75Q: 3 clusters Score -2.201121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191417 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -22011200.000000 Penalty: 3953.584717
	Iteration 76Q: 3 clusters Score -2.20112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191420 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -22011188.000000 Penalty: 3953.584717
	Iteration 77Q: 3 clusters Score -2.201119e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191423 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -22011206.000000 Penalty: 3953.584717
	Iteration 78Q: 3 clusters Score -2.201121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191423 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -22011204.000000 Penalty: 3953.584717
	Iteration 79Q: 3 clusters Score -2.20112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191421 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -22011208.000000 Penalty: 3953.584717
	Iteration 80F: 3 clusters Score -2.201121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191419 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -22011218.000000 Penalty: 3953.584717
	Iteration 81Q: 3 clusters Score -2.201122e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191419 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -22011218.000000 Penalty: 3953.584717
	Iteration 82F: 3 clusters Score -2.201122e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Entering Unmasked Estep 
Score: -37428.195312 Penalty: 996.324341
	Iteration 0F: 2 clusters Score -37428.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -36467.941406 Penalty: 1992.648682
	Iteration 0F: 3 clusters Score -36467.94 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -36781.160156 Penalty: 1992.648682
	Iteration 1F: 3 clusters Score -36781.16 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -36924.542969 Penalty: 1992.648682
	Iteration 2F: 3 clusters Score -36924.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -37002.773438 Penalty: 1992.648682
	Iteration 3Q: 3 clusters Score -37002.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -37052.703125 Penalty: 1992.648682
	Iteration 4Q: 3 clusters Score -37052.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -37079.671875 Penalty: 1992.648682
	Iteration 5Q: 3 clusters Score -37079.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -37112.750000 Penalty: 1992.648682
	Iteration 6Q: 3 clusters Score -37112.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -37137.074219 Penalty: 1992.648682
	Iteration 7Q: 3 clusters Score -37137.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -37146.390625 Penalty: 1992.648682
	Iteration 8Q: 3 clusters Score -37146.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -37148.515625 Penalty: 1992.648682
	Iteration 9Q: 3 clusters Score -37148.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -37149.785156 Penalty: 1992.648682
	Iteration 10Q: 3 clusters Score -37149.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -37149.785156 Penalty: 1992.648682
	Iteration 11F: 3 clusters Score -37149.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (73357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73357 members 
Entering Unmasked Estep 
Score: -8712937.000000 Penalty: 1820.502686
	Iteration 0F: 2 clusters Score -8712937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36808 members 
Mstep: Class 2 contains 36549 members 
Entering Unmasked Estep 
Score: -8665081.000000 Penalty: 3641.005371
	Iteration 0F: 3 clusters Score -8665081 nChanged 35004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37796 members 
Mstep: Class 2 contains 35561 members 
Entering Unmasked Estep 
Score: -8685045.000000 Penalty: 3641.005371
	Iteration 1F: 3 clusters Score -8685045 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38555 members 
Mstep: Class 2 contains 34802 members 
Entering Unmasked Estep 
Score: -8685524.000000 Penalty: 3641.005371
	Iteration 2Q: 3 clusters Score -8685524 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39707 members 
Mstep: Class 2 contains 33650 members 
Entering Unmasked Estep 
Score: -8686022.000000 Penalty: 3641.005371
	Iteration 3Q: 3 clusters Score -8686022 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41437 members 
Mstep: Class 2 contains 31920 members 
Entering Unmasked Estep 
Score: -8686763.000000 Penalty: 3641.005371
	Iteration 4Q: 3 clusters Score -8686763 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44067 members 
Mstep: Class 2 contains 29290 members 
Entering Unmasked Estep 
Score: -8687959.000000 Penalty: 3641.005371
	Iteration 5Q: 3 clusters Score -8687959 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47866 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -8690007.000000 Penalty: 3641.005371
	Iteration 6F: 3 clusters Score -8690007 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53085 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -8693684.000000 Penalty: 3641.005371
	Iteration 7F: 3 clusters Score -8693684 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59138 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -8698332.000000 Penalty: 3641.005371
	Iteration 8F: 3 clusters Score -8698332 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64768 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -8703259.000000 Penalty: 3641.005371
	Iteration 9F: 3 clusters Score -8703259 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68827 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -8707106.000000 Penalty: 3641.005371
	Iteration 10F: 3 clusters Score -8707106 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71153 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -8709323.000000 Penalty: 3641.005371
	Iteration 11Q: 3 clusters Score -8709323 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72254 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -8710363.000000 Penalty: 3641.005371
	Iteration 12Q: 3 clusters Score -8710363 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72716 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -8710781.000000 Penalty: 3641.005371
	Iteration 13Q: 3 clusters Score -8710781 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72921 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -8711016.000000 Penalty: 3641.005371
	Iteration 14Q: 3 clusters Score -8711016 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72995 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -8711108.000000 Penalty: 3641.005371
	Iteration 15Q: 3 clusters Score -8711108 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73035 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -8711177.000000 Penalty: 3641.005371
	Iteration 16Q: 3 clusters Score -8711177 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73062 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -8711218.000000 Penalty: 3641.005371
	Iteration 17Q: 3 clusters Score -8711218 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73078 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -8711254.000000 Penalty: 3641.005371
	Iteration 18Q: 3 clusters Score -8711254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73088 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -8711273.000000 Penalty: 3641.005371
	Iteration 19Q: 3 clusters Score -8711273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73096 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -8711286.000000 Penalty: 3641.005371
	Iteration 20F: 3 clusters Score -8711286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73104 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -8711295.000000 Penalty: 3641.005371
	Iteration 21Q: 3 clusters Score -8711295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73110 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -8711314.000000 Penalty: 3641.005371
	Iteration 22Q: 3 clusters Score -8711314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73111 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -8711301.000000 Penalty: 3641.005371
	Iteration 23Q: 3 clusters Score -8711301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73112 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -8711303.000000 Penalty: 3641.005371
	Iteration 24Q: 3 clusters Score -8711303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73113 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -8711316.000000 Penalty: 3641.005371
	Iteration 25Q: 3 clusters Score -8711316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73114 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -8711310.000000 Penalty: 3641.005371
	Iteration 26Q: 3 clusters Score -8711310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73116 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -8711311.000000 Penalty: 3641.005371
	Iteration 27Q: 3 clusters Score -8711311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73116 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -8711311.000000 Penalty: 3641.005371
	Iteration 28F: 3 clusters Score -8711311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Entering Unmasked Estep 
Score: -31563.886719 Penalty: 934.276367
	Iteration 0F: 2 clusters Score -31563.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -30715.447266 Penalty: 1868.552734
	Iteration 0F: 3 clusters Score -30715.45 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -30803.279297 Penalty: 1868.552734
	Iteration 1F: 3 clusters Score -30803.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -30812.324219 Penalty: 1868.552734
	Iteration 2Q: 3 clusters Score -30812.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -30824.410156 Penalty: 1868.552734
	Iteration 3Q: 3 clusters Score -30824.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -30831.212891 Penalty: 1868.552734
	Iteration 4Q: 3 clusters Score -30831.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -30854.474609 Penalty: 1868.552734
	Iteration 5Q: 3 clusters Score -30854.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -30858.439453 Penalty: 1868.552734
	Iteration 6Q: 3 clusters Score -30858.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -30858.439453 Penalty: 1868.552734
	Iteration 7F: 3 clusters Score -30858.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (138518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138518 members 
Entering Unmasked Estep 
Score: -16370312.000000 Penalty: 1923.797729
	Iteration 0F: 2 clusters Score -1.637031e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69039 members 
Mstep: Class 2 contains 69479 members 
Entering Unmasked Estep 
Score: -16293696.000000 Penalty: 3847.595459
	Iteration 0F: 3 clusters Score -1.62937e+07 nChanged 66607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63510 members 
Mstep: Class 2 contains 75008 members 
Entering Unmasked Estep 
Score: -16332849.000000 Penalty: 3847.595459
	Iteration 1F: 3 clusters Score -1.633285e+07 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59671 members 
Mstep: Class 2 contains 78847 members 
Entering Unmasked Estep 
Score: -16334154.000000 Penalty: 3847.595459
	Iteration 2Q: 3 clusters Score -1.633415e+07 nChanged 6619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54012 members 
Mstep: Class 2 contains 84506 members 
Entering Unmasked Estep 
Score: -16337082.000000 Penalty: 3847.595459
	Iteration 3Q: 3 clusters Score -1.633708e+07 nChanged 8209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46189 members 
Mstep: Class 2 contains 92329 members 
Entering Unmasked Estep 
Score: -16341746.000000 Penalty: 3847.595459
	Iteration 4F: 3 clusters Score -1.634175e+07 nChanged 10379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36140 members 
Mstep: Class 2 contains 102378 members 
Entering Unmasked Estep 
Score: -16347114.000000 Penalty: 3847.595459
	Iteration 5F: 3 clusters Score -1.634711e+07 nChanged 10990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 113130 members 
Entering Unmasked Estep 
Score: -16353842.000000 Penalty: 3847.595459
	Iteration 6F: 3 clusters Score -1.635384e+07 nChanged 9236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 122204 members 
Entering Unmasked Estep 
Score: -16361147.000000 Penalty: 3847.595459
	Iteration 7F: 3 clusters Score -1.636115e+07 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 128804 members 
Entering Unmasked Estep 
Score: -16365154.000000 Penalty: 3847.595459
	Iteration 8Q: 3 clusters Score -1.636515e+07 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 132940 members 
Entering Unmasked Estep 
Score: -16367194.000000 Penalty: 3847.595459
	Iteration 9Q: 3 clusters Score -1.636719e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 135342 members 
Entering Unmasked Estep 
Score: -16367891.000000 Penalty: 3847.595459
	Iteration 10Q: 3 clusters Score -1.636789e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 136772 members 
Entering Unmasked Estep 
Score: -16368239.000000 Penalty: 3847.595459
	Iteration 11Q: 3 clusters Score -1.636824e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 137520 members 
Entering Unmasked Estep 
Score: -16368319.000000 Penalty: 3847.595459
	Iteration 12Q: 3 clusters Score -1.636832e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 137905 members 
Entering Unmasked Estep 
Score: -16368437.000000 Penalty: 3847.595459
	Iteration 13Q: 3 clusters Score -1.636844e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 138090 members 
Entering Unmasked Estep 
Score: -16368523.000000 Penalty: 3847.595459
	Iteration 14Q: 3 clusters Score -1.636852e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 138182 members 
Entering Unmasked Estep 
Score: -16368518.000000 Penalty: 3847.595459
	Iteration 15Q: 3 clusters Score -1.636852e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 138219 members 
Entering Unmasked Estep 
Score: -16368573.000000 Penalty: 3847.595459
	Iteration 16Q: 3 clusters Score -1.636857e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 138244 members 
Entering Unmasked Estep 
Score: -16368606.000000 Penalty: 3847.595459
	Iteration 17Q: 3 clusters Score -1.636861e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 138262 members 
Entering Unmasked Estep 
Score: -16368619.000000 Penalty: 3847.595459
	Iteration 18Q: 3 clusters Score -1.636862e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 138277 members 
Entering Unmasked Estep 
Score: -16368619.000000 Penalty: 3847.595459
	Iteration 19Q: 3 clusters Score -1.636862e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 138283 members 
Entering Unmasked Estep 
Score: -16368625.000000 Penalty: 3847.595459
	Iteration 20F: 3 clusters Score -1.636862e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 138286 members 
Entering Unmasked Estep 
Score: -16368648.000000 Penalty: 3847.595459
	Iteration 21Q: 3 clusters Score -1.636865e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 138286 members 
Entering Unmasked Estep 
Score: -16368646.000000 Penalty: 3847.595459
	Iteration 22Q: 3 clusters Score -1.636865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 138289 members 
Entering Unmasked Estep 
Score: -16368652.000000 Penalty: 3847.595459
	Iteration 23Q: 3 clusters Score -1.636865e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 138293 members 
Entering Unmasked Estep 
Score: -16368641.000000 Penalty: 3847.595459
	Iteration 24Q: 3 clusters Score -1.636864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 138297 members 
Entering Unmasked Estep 
Score: -16368648.000000 Penalty: 3847.595459
	Iteration 25Q: 3 clusters Score -1.636865e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 138299 members 
Entering Unmasked Estep 
Score: -16368674.000000 Penalty: 3847.595459
	Iteration 26Q: 3 clusters Score -1.636867e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 138302 members 
Entering Unmasked Estep 
Score: -16368666.000000 Penalty: 3847.595459
	Iteration 27Q: 3 clusters Score -1.636867e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 138306 members 
Entering Unmasked Estep 
Score: -16368684.000000 Penalty: 3847.595459
	Iteration 28Q: 3 clusters Score -1.636868e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 138309 members 
Entering Unmasked Estep 
Score: -16368692.000000 Penalty: 3847.595459
	Iteration 29Q: 3 clusters Score -1.636869e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 138309 members 
Entering Unmasked Estep 
Score: -16368691.000000 Penalty: 3847.595459
	Iteration 30Q: 3 clusters Score -1.636869e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 138309 members 
Entering Unmasked Estep 
Score: -16368691.000000 Penalty: 3847.595459
	Iteration 31F: 3 clusters Score -1.636869e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (5482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Entering Unmasked Estep 
Score: -667375.125000 Penalty: 1398.999146
	Iteration 0F: 2 clusters Score -667375.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -663113.625000 Penalty: 2797.998291
	Iteration 0F: 3 clusters Score -663113.6 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -664211.250000 Penalty: 2797.998291
	Iteration 1F: 3 clusters Score -664211.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -664398.000000 Penalty: 2797.998291
	Iteration 2F: 3 clusters Score -664398 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -664538.250000 Penalty: 2797.998291
	Iteration 3Q: 3 clusters Score -664538.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -664654.750000 Penalty: 2797.998291
	Iteration 4Q: 3 clusters Score -664654.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -664757.562500 Penalty: 2797.998291
	Iteration 5Q: 3 clusters Score -664757.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -664905.750000 Penalty: 2797.998291
	Iteration 6Q: 3 clusters Score -664905.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -665061.875000 Penalty: 2797.998291
	Iteration 7Q: 3 clusters Score -665061.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -665215.562500 Penalty: 2797.998291
	Iteration 8Q: 3 clusters Score -665215.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -665379.000000 Penalty: 2797.998291
	Iteration 9Q: 3 clusters Score -665379 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -665560.187500 Penalty: 2797.998291
	Iteration 10Q: 3 clusters Score -665560.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -665696.562500 Penalty: 2797.998291
	Iteration 11Q: 3 clusters Score -665696.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -665789.437500 Penalty: 2797.998291
	Iteration 12Q: 3 clusters Score -665789.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -665900.562500 Penalty: 2797.998291
	Iteration 13Q: 3 clusters Score -665900.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -665993.312500 Penalty: 2797.998291
	Iteration 14Q: 3 clusters Score -665993.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -666043.500000 Penalty: 2797.998291
	Iteration 15Q: 3 clusters Score -666043.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -666082.125000 Penalty: 2797.998291
	Iteration 16Q: 3 clusters Score -666082.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -666112.312500 Penalty: 2797.998291
	Iteration 17Q: 3 clusters Score -666112.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -666123.875000 Penalty: 2797.998291
	Iteration 18Q: 3 clusters Score -666123.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -666136.625000 Penalty: 2797.998291
	Iteration 19Q: 3 clusters Score -666136.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -666143.500000 Penalty: 2797.998291
	Iteration 20F: 3 clusters Score -666143.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -666135.250000 Penalty: 2797.998291
	Iteration 21Q: 3 clusters Score -666135.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -666152.062500 Penalty: 2797.998291
	Iteration 22Q: 3 clusters Score -666152.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -666152.875000 Penalty: 2797.998291
	Iteration 23Q: 3 clusters Score -666152.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -666165.187500 Penalty: 2797.998291
	Iteration 24Q: 3 clusters Score -666165.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -666151.812500 Penalty: 2797.998291
	Iteration 25Q: 3 clusters Score -666151.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -666168.812500 Penalty: 2797.998291
	Iteration 26Q: 3 clusters Score -666168.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -666172.500000 Penalty: 2797.998291
	Iteration 27Q: 3 clusters Score -666172.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -666179.875000 Penalty: 2797.998291
	Iteration 28Q: 3 clusters Score -666179.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -666183.125000 Penalty: 2797.998291
	Iteration 29Q: 3 clusters Score -666183.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -666180.625000 Penalty: 2797.998291
	Iteration 30Q: 3 clusters Score -666180.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -666180.625000 Penalty: 2797.998291
	Iteration 31F: 3 clusters Score -666180.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -81960.695312 Penalty: 1081.718018
	Iteration 0F: 2 clusters Score -81960.7 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 391 members 
Entering Unmasked Estep 
Score: -80706.867188 Penalty: 2163.436035
	Iteration 0F: 3 clusters Score -80706.87 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -80953.023438 Penalty: 2163.436035
	Iteration 1F: 3 clusters Score -80953.02 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -81053.320312 Penalty: 2163.436035
	Iteration 2F: 3 clusters Score -81053.32 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -81116.164062 Penalty: 2163.436035
	Iteration 3F: 3 clusters Score -81116.16 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -81156.453125 Penalty: 2163.436035
	Iteration 4Q: 3 clusters Score -81156.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -81183.531250 Penalty: 2163.436035
	Iteration 5Q: 3 clusters Score -81183.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -81200.710938 Penalty: 2163.436035
	Iteration 6Q: 3 clusters Score -81200.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -81214.289062 Penalty: 2163.436035
	Iteration 7Q: 3 clusters Score -81214.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -81226.765625 Penalty: 2163.436035
	Iteration 8Q: 3 clusters Score -81226.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -81238.570312 Penalty: 2163.436035
	Iteration 9Q: 3 clusters Score -81238.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -81253.726562 Penalty: 2163.436035
	Iteration 10Q: 3 clusters Score -81253.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -81262.187500 Penalty: 2163.436035
	Iteration 11Q: 3 clusters Score -81262.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -81269.281250 Penalty: 2163.436035
	Iteration 12Q: 3 clusters Score -81269.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -81277.960938 Penalty: 2163.436035
	Iteration 13Q: 3 clusters Score -81277.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -81283.851562 Penalty: 2163.436035
	Iteration 14Q: 3 clusters Score -81283.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -81285.875000 Penalty: 2163.436035
	Iteration 15Q: 3 clusters Score -81285.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -81286.656250 Penalty: 2163.436035
	Iteration 16Q: 3 clusters Score -81286.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -81286.656250 Penalty: 2163.436035
	Iteration 17F: 3 clusters Score -81286.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (97607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97607 members 
Entering Unmasked Estep 
Score: -11604849.000000 Penalty: 1866.914551
	Iteration 0F: 2 clusters Score -1.160485e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49017 members 
Mstep: Class 2 contains 48590 members 
Entering Unmasked Estep 
Score: -11541417.000000 Penalty: 3733.829102
	Iteration 0F: 3 clusters Score -1.154142e+07 nChanged 46765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53048 members 
Mstep: Class 2 contains 44559 members 
Entering Unmasked Estep 
Score: -11568126.000000 Penalty: 3733.829102
	Iteration 1F: 3 clusters Score -1.156813e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55695 members 
Mstep: Class 2 contains 41912 members 
Entering Unmasked Estep 
Score: -11569071.000000 Penalty: 3733.829102
	Iteration 2Q: 3 clusters Score -1.156907e+07 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59675 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -11570562.000000 Penalty: 3733.829102
	Iteration 3Q: 3 clusters Score -1.157056e+07 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65148 members 
Mstep: Class 2 contains 32459 members 
Entering Unmasked Estep 
Score: -11572971.000000 Penalty: 3733.829102
	Iteration 4F: 3 clusters Score -1.157297e+07 nChanged 7134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72072 members 
Mstep: Class 2 contains 25535 members 
Entering Unmasked Estep 
Score: -11577283.000000 Penalty: 3733.829102
	Iteration 5F: 3 clusters Score -1.157728e+07 nChanged 7696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79674 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -11583009.000000 Penalty: 3733.829102
	Iteration 6F: 3 clusters Score -1.158301e+07 nChanged 6937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86571 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -11593216.000000 Penalty: 3733.829102
	Iteration 7F: 3 clusters Score -1.159322e+07 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92439 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -11599888.000000 Penalty: 3733.829102
	Iteration 8F: 3 clusters Score -1.159989e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95900 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -11602265.000000 Penalty: 3733.829102
	Iteration 9Q: 3 clusters Score -1.160226e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97089 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -11602854.000000 Penalty: 3733.829102
	Iteration 10Q: 3 clusters Score -1.160285e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97375 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -11603054.000000 Penalty: 3733.829102
	Iteration 11Q: 3 clusters Score -1.160305e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97439 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -11603143.000000 Penalty: 3733.829102
	Iteration 12Q: 3 clusters Score -1.160314e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97460 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -11603177.000000 Penalty: 3733.829102
	Iteration 13Q: 3 clusters Score -1.160318e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97466 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11603188.000000 Penalty: 3733.829102
	Iteration 14Q: 3 clusters Score -1.160319e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97467 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11603198.000000 Penalty: 3733.829102
	Iteration 15Q: 3 clusters Score -1.16032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97466 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11603198.000000 Penalty: 3733.829102
	Iteration 16Q: 3 clusters Score -1.16032e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97463 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -11603198.000000 Penalty: 3733.829102
	Iteration 17Q: 3 clusters Score -1.16032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97463 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -11603206.000000 Penalty: 3733.829102
	Iteration 18Q: 3 clusters Score -1.160321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97465 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -11603218.000000 Penalty: 3733.829102
	Iteration 19Q: 3 clusters Score -1.160322e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97465 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -11603218.000000 Penalty: 3733.829102
	Iteration 20F: 3 clusters Score -1.160322e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (6156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Entering Unmasked Estep 
Score: -720153.562500 Penalty: 1417.842163
	Iteration 0F: 2 clusters Score -720153.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -715442.625000 Penalty: 2835.684326
	Iteration 0F: 3 clusters Score -715442.6 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -716962.500000 Penalty: 2835.684326
	Iteration 1F: 3 clusters Score -716962.5 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -717450.812500 Penalty: 2835.684326
	Iteration 2F: 3 clusters Score -717450.8 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -717959.187500 Penalty: 2835.684326
	Iteration 3F: 3 clusters Score -717959.2 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -718427.562500 Penalty: 2835.684326
	Iteration 4F: 3 clusters Score -718427.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -718815.375000 Penalty: 2835.684326
	Iteration 5F: 3 clusters Score -718815.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -719132.687500 Penalty: 2835.684326
	Iteration 6F: 3 clusters Score -719132.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -719348.187500 Penalty: 2835.684326
	Iteration 7Q: 3 clusters Score -719348.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -719447.562500 Penalty: 2835.684326
	Iteration 8Q: 3 clusters Score -719447.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -719473.125000 Penalty: 2835.684326
	Iteration 9Q: 3 clusters Score -719473.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -719487.562500 Penalty: 2835.684326
	Iteration 10Q: 3 clusters Score -719487.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -719495.812500 Penalty: 2835.684326
	Iteration 11Q: 3 clusters Score -719495.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -719500.687500 Penalty: 2835.684326
	Iteration 12Q: 3 clusters Score -719500.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -719504.312500 Penalty: 2835.684326
	Iteration 13Q: 3 clusters Score -719504.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -719504.000000 Penalty: 2835.684326
	Iteration 14Q: 3 clusters Score -719504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -719504.000000 Penalty: 2835.684326
	Iteration 15F: 3 clusters Score -719504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 3408 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37466 members 
Mstep: Class 6 contains 73398 members 
Mstep: Class 7 contains 36375 members 
Mstep: Class 8 contains 37162 members 
Mstep: Class 9 contains 32199 members 
Mstep: Class 10 contains 16330 members 
Mstep: Class 11 contains 7650 members 
Mstep: Class 12 contains 80372 members 
Mstep: Class 13 contains 4161 members 
Mstep: Class 14 contains 532 members 
Mstep: Class 15 contains 1911 members 
Mstep: Class 16 contains 36143 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 132824 members 
Mstep: Class 20 contains 7332 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 34786 members 
Mstep: Class 23 contains 10137 members 
Mstep: Class 24 contains 81590 members 
Mstep: Class 25 contains 89012 members 
Mstep: Class 26 contains 29792 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 820 members 
Mstep: Class 29 contains 2597 members 
Mstep: Class 30 contains 41302 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 106709 members 
Mstep: Class 34 contains 1334 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 376 members 
Mstep: Class 37 contains 108077 members 
Mstep: Class 38 contains 12754 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10375 members 
Mstep: Class 41 contains 125518 members 
Mstep: Class 42 contains 336 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 29243 members 
Mstep: Class 45 contains 191928 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 73357 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 138518 members 
Mstep: Class 50 contains 5482 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 97607 members 
Mstep: Class 54 contains 6156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715440.000000 Penalty: 121337.851562
Iteration 199Q: 53 clusters Score -1.947154e+08 nChanged 13544
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 3413 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37415 members 
Mstep: Class 6 contains 73408 members 
Mstep: Class 7 contains 35585 members 
Mstep: Class 8 contains 37109 members 
Mstep: Class 9 contains 32190 members 
Mstep: Class 10 contains 16333 members 
Mstep: Class 11 contains 7593 members 
Mstep: Class 12 contains 80176 members 
Mstep: Class 13 contains 4164 members 
Mstep: Class 14 contains 532 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 35631 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 131572 members 
Mstep: Class 20 contains 7376 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 34840 members 
Mstep: Class 23 contains 10118 members 
Mstep: Class 24 contains 82892 members 
Mstep: Class 25 contains 88981 members 
Mstep: Class 26 contains 29793 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 820 members 
Mstep: Class 29 contains 2597 members 
Mstep: Class 30 contains 41254 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 108281 members 
Mstep: Class 34 contains 1332 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 376 members 
Mstep: Class 37 contains 107265 members 
Mstep: Class 38 contains 12755 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10377 members 
Mstep: Class 41 contains 128405 members 
Mstep: Class 42 contains 336 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 29277 members 
Mstep: Class 45 contains 191917 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 72758 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 136209 members 
Mstep: Class 50 contains 4997 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 98914 members 
Mstep: Class 54 contains 6162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194717520.000000 Penalty: 121337.851562
Iteration 200F: 53 clusters Score -1.947175e+08 nChanged 16087
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 3415 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37350 members 
Mstep: Class 6 contains 73417 members 
Mstep: Class 7 contains 34678 members 
Mstep: Class 8 contains 37061 members 
Mstep: Class 9 contains 32179 members 
Mstep: Class 10 contains 16339 members 
Mstep: Class 11 contains 7545 members 
Mstep: Class 12 contains 79940 members 
Mstep: Class 13 contains 4163 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 35645 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 129763 members 
Mstep: Class 20 contains 7362 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 34908 members 
Mstep: Class 23 contains 10097 members 
Mstep: Class 24 contains 84082 members 
Mstep: Class 25 contains 88906 members 
Mstep: Class 26 contains 29787 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 820 members 
Mstep: Class 29 contains 2597 members 
Mstep: Class 30 contains 41010 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 109807 members 
Mstep: Class 34 contains 1333 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 376 members 
Mstep: Class 37 contains 105847 members 
Mstep: Class 38 contains 12755 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10382 members 
Mstep: Class 41 contains 131050 members 
Mstep: Class 42 contains 337 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 29363 members 
Mstep: Class 45 contains 191924 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 72244 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 134580 members 
Mstep: Class 50 contains 4688 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 100707 members 
Mstep: Class 54 contains 6169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194718720.000000 Penalty: 121337.851562
Iteration 201Q: 53 clusters Score -1.947187e+08 nChanged 15948
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 3416 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37284 members 
Mstep: Class 6 contains 73427 members 
Mstep: Class 7 contains 33958 members 
Mstep: Class 8 contains 37014 members 
Mstep: Class 9 contains 32173 members 
Mstep: Class 10 contains 16339 members 
Mstep: Class 11 contains 7480 members 
Mstep: Class 12 contains 79698 members 
Mstep: Class 13 contains 4163 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 35370 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 128003 members 
Mstep: Class 20 contains 7244 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 34954 members 
Mstep: Class 23 contains 10075 members 
Mstep: Class 24 contains 85217 members 
Mstep: Class 25 contains 88819 members 
Mstep: Class 26 contains 29782 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 2597 members 
Mstep: Class 30 contains 40994 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 111517 members 
Mstep: Class 34 contains 1329 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 376 members 
Mstep: Class 37 contains 104738 members 
Mstep: Class 38 contains 12751 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10382 members 
Mstep: Class 41 contains 133353 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 29485 members 
Mstep: Class 45 contains 191939 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 71618 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 132730 members 
Mstep: Class 50 contains 4357 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 102687 members 
Mstep: Class 54 contains 6175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194718784.000000 Penalty: 121337.851562
Iteration 202Q: 53 clusters Score -1.947188e+08 nChanged 15326
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 3417 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37221 members 
Mstep: Class 6 contains 73432 members 
Mstep: Class 7 contains 33406 members 
Mstep: Class 8 contains 36967 members 
Mstep: Class 9 contains 32173 members 
Mstep: Class 10 contains 16339 members 
Mstep: Class 11 contains 7442 members 
Mstep: Class 12 contains 79475 members 
Mstep: Class 13 contains 4164 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 1913 members 
Mstep: Class 16 contains 34947 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 126340 members 
Mstep: Class 20 contains 7026 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 34993 members 
Mstep: Class 23 contains 10070 members 
Mstep: Class 24 contains 86274 members 
Mstep: Class 25 contains 88750 members 
Mstep: Class 26 contains 29777 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 821 members 
Mstep: Class 29 contains 2597 members 
Mstep: Class 30 contains 40872 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 113051 members 
Mstep: Class 34 contains 1328 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 376 members 
Mstep: Class 37 contains 104018 members 
Mstep: Class 38 contains 12749 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10387 members 
Mstep: Class 41 contains 135291 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 29675 members 
Mstep: Class 45 contains 191951 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 71114 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 130570 members 
Mstep: Class 50 contains 4077 members 
Mstep: Class 51 contains 777 members 
Mstep: Class 52 contains 104987 members 
Mstep: Class 54 contains 6182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194718832.000000 Penalty: 121337.851562
Iteration 203Q: 53 clusters Score -1.947188e+08 nChanged 13665
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 3419 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37168 members 
Mstep: Class 6 contains 73434 members 
Mstep: Class 7 contains 32955 members 
Mstep: Class 8 contains 36916 members 
Mstep: Class 9 contains 32172 members 
Mstep: Class 10 contains 16340 members 
Mstep: Class 11 contains 7426 members 
Mstep: Class 12 contains 79281 members 
Mstep: Class 13 contains 4167 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 34563 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 124608 members 
Mstep: Class 20 contains 6832 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 35018 members 
Mstep: Class 23 contains 10070 members 
Mstep: Class 24 contains 87359 members 
Mstep: Class 25 contains 88690 members 
Mstep: Class 26 contains 29751 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 2597 members 
Mstep: Class 30 contains 40972 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 114467 members 
Mstep: Class 34 contains 1328 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 376 members 
Mstep: Class 37 contains 103471 members 
Mstep: Class 38 contains 12749 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10388 members 
Mstep: Class 41 contains 137270 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 29927 members 
Mstep: Class 45 contains 191950 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 70503 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 128664 members 
Mstep: Class 50 contains 3761 members 
Mstep: Class 51 contains 777 members 
Mstep: Class 52 contains 106659 members 
Mstep: Class 54 contains 6187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194718272.000000 Penalty: 121337.851562
Iteration 204Q: 53 clusters Score -1.947183e+08 nChanged 13684
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 3419 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37117 members 
Mstep: Class 6 contains 73434 members 
Mstep: Class 7 contains 32524 members 
Mstep: Class 8 contains 36888 members 
Mstep: Class 9 contains 32173 members 
Mstep: Class 10 contains 16335 members 
Mstep: Class 11 contains 7432 members 
Mstep: Class 12 contains 79069 members 
Mstep: Class 13 contains 4168 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 34061 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 122849 members 
Mstep: Class 20 contains 6638 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 35031 members 
Mstep: Class 23 contains 10057 members 
Mstep: Class 24 contains 88487 members 
Mstep: Class 25 contains 88645 members 
Mstep: Class 26 contains 29727 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 2597 members 
Mstep: Class 30 contains 41083 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 115903 members 
Mstep: Class 34 contains 1328 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 376 members 
Mstep: Class 37 contains 103008 members 
Mstep: Class 38 contains 12749 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10387 members 
Mstep: Class 41 contains 138753 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 30247 members 
Mstep: Class 45 contains 191962 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 69812 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 126916 members 
Mstep: Class 50 contains 3430 members 
Mstep: Class 51 contains 777 members 
Mstep: Class 52 contains 108637 members 
Mstep: Class 54 contains 6197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194718320.000000 Penalty: 121337.851562
Iteration 205Q: 53 clusters Score -1.947183e+08 nChanged 13189
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 3419 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37081 members 
Mstep: Class 6 contains 73438 members 
Mstep: Class 7 contains 32112 members 
Mstep: Class 8 contains 36847 members 
Mstep: Class 9 contains 32177 members 
Mstep: Class 10 contains 16331 members 
Mstep: Class 11 contains 7414 members 
Mstep: Class 12 contains 78833 members 
Mstep: Class 13 contains 4168 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 33036 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 121486 members 
Mstep: Class 20 contains 6421 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 35025 members 
Mstep: Class 23 contains 10053 members 
Mstep: Class 24 contains 89635 members 
Mstep: Class 25 contains 88591 members 
Mstep: Class 26 contains 29708 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 2597 members 
Mstep: Class 30 contains 41265 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 117149 members 
Mstep: Class 34 contains 1328 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 376 members 
Mstep: Class 37 contains 102992 members 
Mstep: Class 38 contains 12746 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10389 members 
Mstep: Class 41 contains 139997 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 30610 members 
Mstep: Class 45 contains 191982 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 69318 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 124913 members 
Mstep: Class 50 contains 3167 members 
Mstep: Class 51 contains 777 members 
Mstep: Class 52 contains 110605 members 
Mstep: Class 54 contains 6213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194719024.000000 Penalty: 121337.851562
Iteration 206Q: 53 clusters Score -1.94719e+08 nChanged 13310
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 3421 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37008 members 
Mstep: Class 6 contains 73448 members 
Mstep: Class 7 contains 31770 members 
Mstep: Class 8 contains 36818 members 
Mstep: Class 9 contains 32174 members 
Mstep: Class 10 contains 16325 members 
Mstep: Class 11 contains 7377 members 
Mstep: Class 12 contains 78585 members 
Mstep: Class 13 contains 4167 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 32255 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 119889 members 
Mstep: Class 20 contains 6177 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 35017 members 
Mstep: Class 23 contains 10039 members 
Mstep: Class 24 contains 90925 members 
Mstep: Class 25 contains 88553 members 
Mstep: Class 26 contains 29694 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 823 members 
Mstep: Class 29 contains 2597 members 
Mstep: Class 30 contains 42045 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 118292 members 
Mstep: Class 34 contains 1329 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 376 members 
Mstep: Class 37 contains 103149 members 
Mstep: Class 38 contains 12744 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10386 members 
Mstep: Class 41 contains 140109 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 31073 members 
Mstep: Class 45 contains 191997 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 68595 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 123032 members 
Mstep: Class 50 contains 2964 members 
Mstep: Class 51 contains 777 members 
Mstep: Class 52 contains 112866 members 
Mstep: Class 54 contains 6228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721488.000000 Penalty: 121337.851562
Iteration 207Q: 53 clusters Score -1.947215e+08 nChanged 13409
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 3419 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 36969 members 
Mstep: Class 6 contains 73454 members 
Mstep: Class 7 contains 31445 members 
Mstep: Class 8 contains 36786 members 
Mstep: Class 9 contains 32174 members 
Mstep: Class 10 contains 16322 members 
Mstep: Class 11 contains 7342 members 
Mstep: Class 12 contains 78341 members 
Mstep: Class 13 contains 4167 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 31130 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 119014 members 
Mstep: Class 20 contains 5943 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 35018 members 
Mstep: Class 23 contains 10037 members 
Mstep: Class 24 contains 92251 members 
Mstep: Class 25 contains 88462 members 
Mstep: Class 26 contains 29677 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 823 members 
Mstep: Class 29 contains 2597 members 
Mstep: Class 30 contains 43295 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 119606 members 
Mstep: Class 34 contains 1328 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 376 members 
Mstep: Class 37 contains 103651 members 
Mstep: Class 38 contains 12744 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10385 members 
Mstep: Class 41 contains 138848 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 31562 members 
Mstep: Class 45 contains 192006 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 67679 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 121186 members 
Mstep: Class 50 contains 2836 members 
Mstep: Class 51 contains 777 members 
Mstep: Class 52 contains 115144 members 
Mstep: Class 54 contains 6242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194723760.000000 Penalty: 121337.851562
Iteration 208Q: 53 clusters Score -1.947238e+08 nChanged 13345
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 3419 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 36936 members 
Mstep: Class 6 contains 73460 members 
Mstep: Class 7 contains 31058 members 
Mstep: Class 8 contains 36753 members 
Mstep: Class 9 contains 32180 members 
Mstep: Class 10 contains 16323 members 
Mstep: Class 11 contains 7311 members 
Mstep: Class 12 contains 78101 members 
Mstep: Class 13 contains 4166 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 30128 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 118319 members 
Mstep: Class 20 contains 5719 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 35039 members 
Mstep: Class 23 contains 10030 members 
Mstep: Class 24 contains 93556 members 
Mstep: Class 25 contains 88351 members 
Mstep: Class 26 contains 29650 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 823 members 
Mstep: Class 29 contains 2597 members 
Mstep: Class 30 contains 44820 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 120937 members 
Mstep: Class 34 contains 1327 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 376 members 
Mstep: Class 37 contains 104700 members 
Mstep: Class 38 contains 12745 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10386 members 
Mstep: Class 41 contains 136717 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 32130 members 
Mstep: Class 45 contains 192013 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 66508 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 119746 members 
Mstep: Class 50 contains 2789 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 116880 members 
Mstep: Class 54 contains 6261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194725888.000000 Penalty: 121337.851562
Iteration 209Q: 53 clusters Score -1.947259e+08 nChanged 13589
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 3424 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 36920 members 
Mstep: Class 6 contains 73471 members 
Mstep: Class 7 contains 30721 members 
Mstep: Class 8 contains 36718 members 
Mstep: Class 9 contains 32191 members 
Mstep: Class 10 contains 16316 members 
Mstep: Class 11 contains 7290 members 
Mstep: Class 12 contains 77936 members 
Mstep: Class 13 contains 4169 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 29048 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 117948 members 
Mstep: Class 20 contains 5534 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 35046 members 
Mstep: Class 23 contains 10016 members 
Mstep: Class 24 contains 94928 members 
Mstep: Class 25 contains 88202 members 
Mstep: Class 26 contains 29626 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 823 members 
Mstep: Class 29 contains 2597 members 
Mstep: Class 30 contains 46282 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 121985 members 
Mstep: Class 34 contains 1327 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 376 members 
Mstep: Class 37 contains 105971 members 
Mstep: Class 38 contains 12743 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10386 members 
Mstep: Class 41 contains 134251 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 32789 members 
Mstep: Class 45 contains 192021 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 65512 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 118402 members 
Mstep: Class 50 contains 2767 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 118240 members 
Mstep: Class 54 contains 6287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194727712.000000 Penalty: 121337.851562
Iteration 210Q: 53 clusters Score -1.947277e+08 nChanged 14047
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 3425 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 36877 members 
Mstep: Class 6 contains 73479 members 
Mstep: Class 7 contains 30476 members 
Mstep: Class 8 contains 36694 members 
Mstep: Class 9 contains 32202 members 
Mstep: Class 10 contains 16314 members 
Mstep: Class 11 contains 7260 members 
Mstep: Class 12 contains 77780 members 
Mstep: Class 13 contains 4170 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 28069 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 117892 members 
Mstep: Class 20 contains 5384 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 35078 members 
Mstep: Class 23 contains 10004 members 
Mstep: Class 24 contains 96309 members 
Mstep: Class 25 contains 88113 members 
Mstep: Class 26 contains 29596 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 823 members 
Mstep: Class 29 contains 2597 members 
Mstep: Class 30 contains 47883 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 123064 members 
Mstep: Class 34 contains 1329 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 376 members 
Mstep: Class 37 contains 107263 members 
Mstep: Class 38 contains 12744 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10386 members 
Mstep: Class 41 contains 131649 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 33476 members 
Mstep: Class 45 contains 192021 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 64407 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 117147 members 
Mstep: Class 50 contains 2775 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 118923 members 
Mstep: Class 54 contains 6306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194729104.000000 Penalty: 121337.851562
Iteration 211Q: 53 clusters Score -1.947291e+08 nChanged 14135
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 3424 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 36865 members 
Mstep: Class 6 contains 73481 members 
Mstep: Class 7 contains 30317 members 
Mstep: Class 8 contains 36678 members 
Mstep: Class 9 contains 32207 members 
Mstep: Class 10 contains 16317 members 
Mstep: Class 11 contains 7225 members 
Mstep: Class 12 contains 77638 members 
Mstep: Class 13 contains 4167 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 27123 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 118186 members 
Mstep: Class 20 contains 5264 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 35124 members 
Mstep: Class 23 contains 9993 members 
Mstep: Class 24 contains 97726 members 
Mstep: Class 25 contains 88045 members 
Mstep: Class 26 contains 29561 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 2597 members 
Mstep: Class 30 contains 49248 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 123763 members 
Mstep: Class 34 contains 1327 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 376 members 
Mstep: Class 37 contains 108674 members 
Mstep: Class 38 contains 12745 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10387 members 
Mstep: Class 41 contains 128924 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 34213 members 
Mstep: Class 45 contains 192020 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 63494 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 116114 members 
Mstep: Class 50 contains 2780 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 119163 members 
Mstep: Class 54 contains 6328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194730576.000000 Penalty: 121337.851562
Iteration 212Q: 53 clusters Score -1.947306e+08 nChanged 13130
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 3423 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 36867 members 
Mstep: Class 6 contains 73492 members 
Mstep: Class 7 contains 30217 members 
Mstep: Class 8 contains 36660 members 
Mstep: Class 9 contains 32212 members 
Mstep: Class 10 contains 16316 members 
Mstep: Class 11 contains 7178 members 
Mstep: Class 12 contains 77491 members 
Mstep: Class 13 contains 4165 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 26347 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 118529 members 
Mstep: Class 20 contains 5191 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 35174 members 
Mstep: Class 23 contains 9985 members 
Mstep: Class 24 contains 98999 members 
Mstep: Class 25 contains 87930 members 
Mstep: Class 26 contains 29528 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 2597 members 
Mstep: Class 30 contains 50276 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 124438 members 
Mstep: Class 34 contains 1325 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 376 members 
Mstep: Class 37 contains 110019 members 
Mstep: Class 38 contains 12746 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10388 members 
Mstep: Class 41 contains 126503 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 34942 members 
Mstep: Class 45 contains 192019 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 62653 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 115259 members 
Mstep: Class 50 contains 2828 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 119080 members 
Mstep: Class 54 contains 6350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194731904.000000 Penalty: 121337.851562
Iteration 213Q: 53 clusters Score -1.947319e+08 nChanged 12260
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 3424 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 36883 members 
Mstep: Class 6 contains 73496 members 
Mstep: Class 7 contains 30161 members 
Mstep: Class 8 contains 36639 members 
Mstep: Class 9 contains 32216 members 
Mstep: Class 10 contains 16321 members 
Mstep: Class 11 contains 7131 members 
Mstep: Class 12 contains 77343 members 
Mstep: Class 13 contains 4164 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 25523 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 118811 members 
Mstep: Class 20 contains 5130 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 35224 members 
Mstep: Class 23 contains 9978 members 
Mstep: Class 24 contains 100033 members 
Mstep: Class 25 contains 87829 members 
Mstep: Class 26 contains 29513 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 2597 members 
Mstep: Class 30 contains 51288 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 125293 members 
Mstep: Class 34 contains 1328 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 376 members 
Mstep: Class 37 contains 111064 members 
Mstep: Class 38 contains 12746 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10385 members 
Mstep: Class 41 contains 124253 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 35637 members 
Mstep: Class 45 contains 192019 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 61751 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 115127 members 
Mstep: Class 50 contains 2820 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 118627 members 
Mstep: Class 54 contains 6379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194732448.000000 Penalty: 121337.851562
Iteration 214Q: 53 clusters Score -1.947324e+08 nChanged 10626
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 3428 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 36889 members 
Mstep: Class 6 contains 73492 members 
Mstep: Class 7 contains 30171 members 
Mstep: Class 8 contains 36631 members 
Mstep: Class 9 contains 32221 members 
Mstep: Class 10 contains 16319 members 
Mstep: Class 11 contains 7086 members 
Mstep: Class 12 contains 77133 members 
Mstep: Class 13 contains 4164 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 24732 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 119259 members 
Mstep: Class 20 contains 5120 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 35277 members 
Mstep: Class 23 contains 9975 members 
Mstep: Class 24 contains 100653 members 
Mstep: Class 25 contains 87740 members 
Mstep: Class 26 contains 29503 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 2597 members 
Mstep: Class 30 contains 51980 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 125988 members 
Mstep: Class 34 contains 1330 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 376 members 
Mstep: Class 37 contains 112064 members 
Mstep: Class 38 contains 12746 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10382 members 
Mstep: Class 41 contains 122743 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 36408 members 
Mstep: Class 45 contains 192020 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 60814 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 115348 members 
Mstep: Class 50 contains 2791 members 
Mstep: Class 51 contains 779 members 
Mstep: Class 52 contains 117716 members 
Mstep: Class 54 contains 6408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194732640.000000 Penalty: 121337.851562
Iteration 215Q: 53 clusters Score -1.947326e+08 nChanged 9855
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 3431 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 36895 members 
Mstep: Class 6 contains 73497 members 
Mstep: Class 7 contains 30149 members 
Mstep: Class 8 contains 36613 members 
Mstep: Class 9 contains 32225 members 
Mstep: Class 10 contains 16322 members 
Mstep: Class 11 contains 7027 members 
Mstep: Class 12 contains 76946 members 
Mstep: Class 13 contains 4167 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 24176 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 119598 members 
Mstep: Class 20 contains 5125 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 35339 members 
Mstep: Class 23 contains 9963 members 
Mstep: Class 24 contains 101104 members 
Mstep: Class 25 contains 87652 members 
Mstep: Class 26 contains 29479 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 823 members 
Mstep: Class 29 contains 2597 members 
Mstep: Class 30 contains 52295 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 126697 members 
Mstep: Class 34 contains 1331 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 376 members 
Mstep: Class 37 contains 112871 members 
Mstep: Class 38 contains 12746 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10382 members 
Mstep: Class 41 contains 121522 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 37196 members 
Mstep: Class 45 contains 192015 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 59807 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 115932 members 
Mstep: Class 50 contains 2758 members 
Mstep: Class 51 contains 779 members 
Mstep: Class 52 contains 116822 members 
Mstep: Class 54 contains 6453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194733552.000000 Penalty: 121337.851562
Iteration 216Q: 53 clusters Score -1.947336e+08 nChanged 10114
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 3437 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 36920 members 
Mstep: Class 6 contains 73494 members 
Mstep: Class 7 contains 30147 members 
Mstep: Class 8 contains 36602 members 
Mstep: Class 9 contains 32222 members 
Mstep: Class 10 contains 16325 members 
Mstep: Class 11 contains 6983 members 
Mstep: Class 12 contains 76809 members 
Mstep: Class 13 contains 4166 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 23593 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 119935 members 
Mstep: Class 20 contains 5123 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 35388 members 
Mstep: Class 23 contains 9953 members 
Mstep: Class 24 contains 101349 members 
Mstep: Class 25 contains 87572 members 
Mstep: Class 26 contains 29462 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 823 members 
Mstep: Class 29 contains 2597 members 
Mstep: Class 30 contains 52549 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 127356 members 
Mstep: Class 34 contains 1330 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 376 members 
Mstep: Class 37 contains 113567 members 
Mstep: Class 38 contains 12746 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10380 members 
Mstep: Class 41 contains 120860 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 38126 members 
Mstep: Class 45 contains 192010 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 58807 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 116714 members 
Mstep: Class 50 contains 2717 members 
Mstep: Class 51 contains 779 members 
Mstep: Class 52 contains 115393 members 
Mstep: Class 54 contains 6500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194734272.000000 Penalty: 121337.851562
Iteration 217Q: 53 clusters Score -1.947343e+08 nChanged 9748
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 3440 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 36927 members 
Mstep: Class 6 contains 73492 members 
Mstep: Class 7 contains 30159 members 
Mstep: Class 8 contains 36586 members 
Mstep: Class 9 contains 32231 members 
Mstep: Class 10 contains 16325 members 
Mstep: Class 11 contains 6936 members 
Mstep: Class 12 contains 76679 members 
Mstep: Class 13 contains 4164 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 23009 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 120547 members 
Mstep: Class 20 contains 5118 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 35426 members 
Mstep: Class 23 contains 9936 members 
Mstep: Class 24 contains 101366 members 
Mstep: Class 25 contains 87517 members 
Mstep: Class 26 contains 29452 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 823 members 
Mstep: Class 29 contains 2597 members 
Mstep: Class 30 contains 52531 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 127839 members 
Mstep: Class 34 contains 1330 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 376 members 
Mstep: Class 37 contains 114252 members 
Mstep: Class 38 contains 12745 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10379 members 
Mstep: Class 41 contains 120672 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 39124 members 
Mstep: Class 45 contains 192015 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 57845 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 117545 members 
Mstep: Class 50 contains 2657 members 
Mstep: Class 51 contains 779 members 
Mstep: Class 52 contains 113739 members 
Mstep: Class 54 contains 6538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194734064.000000 Penalty: 121337.851562
Iteration 218Q: 53 clusters Score -1.947341e+08 nChanged 8918
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 3439 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 36972 members 
Mstep: Class 6 contains 73489 members 
Mstep: Class 7 contains 30182 members 
Mstep: Class 8 contains 36576 members 
Mstep: Class 9 contains 32237 members 
Mstep: Class 10 contains 16320 members 
Mstep: Class 11 contains 6896 members 
Mstep: Class 12 contains 76551 members 
Mstep: Class 13 contains 4164 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 22543 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 120895 members 
Mstep: Class 20 contains 5105 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 35471 members 
Mstep: Class 23 contains 9923 members 
Mstep: Class 24 contains 101195 members 
Mstep: Class 25 contains 87451 members 
Mstep: Class 26 contains 29443 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 823 members 
Mstep: Class 29 contains 2597 members 
Mstep: Class 30 contains 52830 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 128362 members 
Mstep: Class 34 contains 1330 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 376 members 
Mstep: Class 37 contains 114664 members 
Mstep: Class 38 contains 12746 members 
Mstep: Class 39 contains 611 members 
Mstep: Class 40 contains 10378 members 
Mstep: Class 41 contains 120649 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 40163 members 
Mstep: Class 45 contains 192015 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 56753 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 118474 members 
Mstep: Class 50 contains 2555 members 
Mstep: Class 51 contains 779 members 
Mstep: Class 52 contains 112155 members 
Mstep: Class 54 contains 6580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194733856.000000 Penalty: 121337.851562
Iteration 219Q: 53 clusters Score -1.947339e+08 nChanged 7917
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 3439 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37020 members 
Mstep: Class 6 contains 73482 members 
Mstep: Class 7 contains 30194 members 
Mstep: Class 8 contains 36550 members 
Mstep: Class 9 contains 32243 members 
Mstep: Class 10 contains 16317 members 
Mstep: Class 11 contains 6862 members 
Mstep: Class 12 contains 76419 members 
Mstep: Class 13 contains 4162 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 22278 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 121435 members 
Mstep: Class 20 contains 5069 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 35540 members 
Mstep: Class 23 contains 9919 members 
Mstep: Class 24 contains 100960 members 
Mstep: Class 25 contains 87396 members 
Mstep: Class 26 contains 29430 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 823 members 
Mstep: Class 29 contains 2597 members 
Mstep: Class 30 contains 52598 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 128547 members 
Mstep: Class 34 contains 1330 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 376 members 
Mstep: Class 37 contains 114777 members 
Mstep: Class 38 contains 12745 members 
Mstep: Class 39 contains 611 members 
Mstep: Class 40 contains 10379 members 
Mstep: Class 41 contains 121415 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 41165 members 
Mstep: Class 45 contains 192007 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 55794 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 119407 members 
Mstep: Class 50 contains 2434 members 
Mstep: Class 51 contains 779 members 
Mstep: Class 52 contains 110554 members 
Mstep: Class 54 contains 6631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194733072.000000 Penalty: 121337.851562
Iteration 220F: 53 clusters Score -1.947331e+08 nChanged 7675
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 3440 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37057 members 
Mstep: Class 6 contains 73475 members 
Mstep: Class 7 contains 30194 members 
Mstep: Class 8 contains 36532 members 
Mstep: Class 9 contains 32241 members 
Mstep: Class 10 contains 16316 members 
Mstep: Class 11 contains 6845 members 
Mstep: Class 12 contains 76314 members 
Mstep: Class 13 contains 4160 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 21931 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 122205 members 
Mstep: Class 20 contains 5053 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 35608 members 
Mstep: Class 23 contains 9920 members 
Mstep: Class 24 contains 100749 members 
Mstep: Class 25 contains 87368 members 
Mstep: Class 26 contains 29411 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 823 members 
Mstep: Class 29 contains 2597 members 
Mstep: Class 30 contains 51677 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 128446 members 
Mstep: Class 34 contains 1331 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 114671 members 
Mstep: Class 38 contains 12745 members 
Mstep: Class 39 contains 611 members 
Mstep: Class 40 contains 10380 members 
Mstep: Class 41 contains 122752 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 42197 members 
Mstep: Class 45 contains 192004 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 55098 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 120073 members 
Mstep: Class 50 contains 2336 members 
Mstep: Class 51 contains 779 members 
Mstep: Class 52 contains 109275 members 
Mstep: Class 54 contains 6684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194731456.000000 Penalty: 121337.851562
Iteration 221Q: 53 clusters Score -1.947315e+08 nChanged 7599
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 3443 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37079 members 
Mstep: Class 6 contains 73473 members 
Mstep: Class 7 contains 30187 members 
Mstep: Class 8 contains 36513 members 
Mstep: Class 9 contains 32237 members 
Mstep: Class 10 contains 16321 members 
Mstep: Class 11 contains 6833 members 
Mstep: Class 12 contains 76188 members 
Mstep: Class 13 contains 4161 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 21759 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 122611 members 
Mstep: Class 20 contains 5014 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 35703 members 
Mstep: Class 23 contains 9919 members 
Mstep: Class 24 contains 100531 members 
Mstep: Class 25 contains 87368 members 
Mstep: Class 26 contains 29395 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 823 members 
Mstep: Class 29 contains 2597 members 
Mstep: Class 30 contains 50626 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 128387 members 
Mstep: Class 34 contains 1333 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 114344 members 
Mstep: Class 38 contains 12745 members 
Mstep: Class 39 contains 611 members 
Mstep: Class 40 contains 10380 members 
Mstep: Class 41 contains 124489 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 43245 members 
Mstep: Class 45 contains 191999 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 54192 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 120326 members 
Mstep: Class 50 contains 2248 members 
Mstep: Class 51 contains 779 members 
Mstep: Class 52 contains 108692 members 
Mstep: Class 54 contains 6737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194730304.000000 Penalty: 121337.851562
Iteration 222Q: 53 clusters Score -1.947303e+08 nChanged 7558
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 3445 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37098 members 
Mstep: Class 6 contains 73474 members 
Mstep: Class 7 contains 30170 members 
Mstep: Class 8 contains 36494 members 
Mstep: Class 9 contains 32241 members 
Mstep: Class 10 contains 16327 members 
Mstep: Class 11 contains 6828 members 
Mstep: Class 12 contains 76067 members 
Mstep: Class 13 contains 4160 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 21708 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 122863 members 
Mstep: Class 20 contains 5005 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 35777 members 
Mstep: Class 23 contains 9914 members 
Mstep: Class 24 contains 100368 members 
Mstep: Class 25 contains 87369 members 
Mstep: Class 26 contains 29379 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 823 members 
Mstep: Class 29 contains 2596 members 
Mstep: Class 30 contains 49552 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 128229 members 
Mstep: Class 34 contains 1334 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 113947 members 
Mstep: Class 38 contains 12745 members 
Mstep: Class 39 contains 611 members 
Mstep: Class 40 contains 10378 members 
Mstep: Class 41 contains 126347 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 44317 members 
Mstep: Class 45 contains 192015 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 53355 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 120247 members 
Mstep: Class 50 contains 2168 members 
Mstep: Class 51 contains 779 members 
Mstep: Class 52 contains 108370 members 
Mstep: Class 54 contains 6788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194729312.000000 Penalty: 121337.851562
Iteration 223Q: 53 clusters Score -1.947293e+08 nChanged 7341
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 3446 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37100 members 
Mstep: Class 6 contains 73473 members 
Mstep: Class 7 contains 30145 members 
Mstep: Class 8 contains 36469 members 
Mstep: Class 9 contains 32250 members 
Mstep: Class 10 contains 16334 members 
Mstep: Class 11 contains 6834 members 
Mstep: Class 12 contains 75953 members 
Mstep: Class 13 contains 4161 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 21691 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 123175 members 
Mstep: Class 20 contains 4972 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 35877 members 
Mstep: Class 23 contains 9906 members 
Mstep: Class 24 contains 100246 members 
Mstep: Class 25 contains 87386 members 
Mstep: Class 26 contains 29370 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 823 members 
Mstep: Class 29 contains 2596 members 
Mstep: Class 30 contains 48565 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 128058 members 
Mstep: Class 34 contains 1333 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 113697 members 
Mstep: Class 38 contains 12746 members 
Mstep: Class 39 contains 611 members 
Mstep: Class 40 contains 10374 members 
Mstep: Class 41 contains 128300 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 45383 members 
Mstep: Class 45 contains 192017 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 52514 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 119645 members 
Mstep: Class 50 contains 2077 members 
Mstep: Class 51 contains 779 members 
Mstep: Class 52 contains 108138 members 
Mstep: Class 54 contains 6847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194729232.000000 Penalty: 121337.851562
Iteration 224Q: 53 clusters Score -1.947292e+08 nChanged 6311
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 3448 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37080 members 
Mstep: Class 6 contains 73470 members 
Mstep: Class 7 contains 30131 members 
Mstep: Class 8 contains 36454 members 
Mstep: Class 9 contains 32253 members 
Mstep: Class 10 contains 16339 members 
Mstep: Class 11 contains 6851 members 
Mstep: Class 12 contains 75835 members 
Mstep: Class 13 contains 4160 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 21826 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 123265 members 
Mstep: Class 20 contains 4939 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 35954 members 
Mstep: Class 23 contains 9903 members 
Mstep: Class 24 contains 100171 members 
Mstep: Class 25 contains 87401 members 
Mstep: Class 26 contains 29356 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 823 members 
Mstep: Class 29 contains 2596 members 
Mstep: Class 30 contains 47687 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 127659 members 
Mstep: Class 34 contains 1333 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 113618 members 
Mstep: Class 38 contains 12743 members 
Mstep: Class 39 contains 611 members 
Mstep: Class 40 contains 10372 members 
Mstep: Class 41 contains 129862 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 46435 members 
Mstep: Class 45 contains 192025 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 51824 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 118768 members 
Mstep: Class 50 contains 2009 members 
Mstep: Class 51 contains 779 members 
Mstep: Class 52 contains 108396 members 
Mstep: Class 54 contains 6915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728848.000000 Penalty: 121337.851562
Iteration 225Q: 53 clusters Score -1.947288e+08 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 3451 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37081 members 
Mstep: Class 6 contains 73465 members 
Mstep: Class 7 contains 30101 members 
Mstep: Class 8 contains 36437 members 
Mstep: Class 9 contains 32257 members 
Mstep: Class 10 contains 16342 members 
Mstep: Class 11 contains 6870 members 
Mstep: Class 12 contains 75688 members 
Mstep: Class 13 contains 4160 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 1913 members 
Mstep: Class 16 contains 21922 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 123466 members 
Mstep: Class 20 contains 4880 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 36025 members 
Mstep: Class 23 contains 9895 members 
Mstep: Class 24 contains 100083 members 
Mstep: Class 25 contains 87438 members 
Mstep: Class 26 contains 29341 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 823 members 
Mstep: Class 29 contains 2596 members 
Mstep: Class 30 contains 46713 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 127086 members 
Mstep: Class 34 contains 1334 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 113711 members 
Mstep: Class 38 contains 12741 members 
Mstep: Class 39 contains 611 members 
Mstep: Class 40 contains 10368 members 
Mstep: Class 41 contains 131188 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 47526 members 
Mstep: Class 45 contains 192026 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 51240 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 117803 members 
Mstep: Class 50 contains 1945 members 
Mstep: Class 51 contains 779 members 
Mstep: Class 52 contains 108890 members 
Mstep: Class 54 contains 6994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728976.000000 Penalty: 121337.851562
Iteration 226Q: 53 clusters Score -1.94729e+08 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 3453 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37080 members 
Mstep: Class 6 contains 73463 members 
Mstep: Class 7 contains 30066 members 
Mstep: Class 8 contains 36416 members 
Mstep: Class 9 contains 32266 members 
Mstep: Class 10 contains 16343 members 
Mstep: Class 11 contains 6895 members 
Mstep: Class 12 contains 75542 members 
Mstep: Class 13 contains 4161 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 1913 members 
Mstep: Class 16 contains 22112 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 123565 members 
Mstep: Class 20 contains 4812 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 36108 members 
Mstep: Class 23 contains 9885 members 
Mstep: Class 24 contains 100003 members 
Mstep: Class 25 contains 87456 members 
Mstep: Class 26 contains 29323 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 823 members 
Mstep: Class 29 contains 2596 members 
Mstep: Class 30 contains 45998 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 126316 members 
Mstep: Class 34 contains 1334 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 113905 members 
Mstep: Class 38 contains 12739 members 
Mstep: Class 39 contains 611 members 
Mstep: Class 40 contains 10366 members 
Mstep: Class 41 contains 132058 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 48584 members 
Mstep: Class 45 contains 192032 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 50791 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 116947 members 
Mstep: Class 50 contains 1896 members 
Mstep: Class 51 contains 779 members 
Mstep: Class 52 contains 109458 members 
Mstep: Class 54 contains 7086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728832.000000 Penalty: 121337.851562
Iteration 227Q: 53 clusters Score -1.947288e+08 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37064 members 
Mstep: Class 6 contains 73462 members 
Mstep: Class 7 contains 30025 members 
Mstep: Class 8 contains 36395 members 
Mstep: Class 9 contains 32272 members 
Mstep: Class 10 contains 16342 members 
Mstep: Class 11 contains 6922 members 
Mstep: Class 12 contains 75444 members 
Mstep: Class 13 contains 4165 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 1913 members 
Mstep: Class 16 contains 22074 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 123635 members 
Mstep: Class 20 contains 4746 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 36181 members 
Mstep: Class 23 contains 9882 members 
Mstep: Class 24 contains 99815 members 
Mstep: Class 25 contains 87445 members 
Mstep: Class 26 contains 29313 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 823 members 
Mstep: Class 29 contains 2596 members 
Mstep: Class 30 contains 45305 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 125556 members 
Mstep: Class 34 contains 1334 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 114367 members 
Mstep: Class 38 contains 12738 members 
Mstep: Class 39 contains 611 members 
Mstep: Class 40 contains 10360 members 
Mstep: Class 41 contains 132222 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 49485 members 
Mstep: Class 45 contains 192031 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 50601 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 116104 members 
Mstep: Class 50 contains 1867 members 
Mstep: Class 51 contains 779 members 
Mstep: Class 52 contains 110672 members 
Mstep: Class 54 contains 7180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728784.000000 Penalty: 121337.851562
Iteration 228Q: 53 clusters Score -1.947288e+08 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37049 members 
Mstep: Class 6 contains 73460 members 
Mstep: Class 7 contains 29983 members 
Mstep: Class 8 contains 36385 members 
Mstep: Class 9 contains 32277 members 
Mstep: Class 10 contains 16341 members 
Mstep: Class 11 contains 6947 members 
Mstep: Class 12 contains 75331 members 
Mstep: Class 13 contains 4166 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 22197 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 123335 members 
Mstep: Class 20 contains 4680 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 36255 members 
Mstep: Class 23 contains 9875 members 
Mstep: Class 24 contains 99560 members 
Mstep: Class 25 contains 87411 members 
Mstep: Class 26 contains 29297 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 823 members 
Mstep: Class 29 contains 2596 members 
Mstep: Class 30 contains 45207 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 124813 members 
Mstep: Class 34 contains 1334 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 114831 members 
Mstep: Class 38 contains 12738 members 
Mstep: Class 39 contains 611 members 
Mstep: Class 40 contains 10357 members 
Mstep: Class 41 contains 131845 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 50329 members 
Mstep: Class 45 contains 192038 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 50316 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 115634 members 
Mstep: Class 50 contains 1845 members 
Mstep: Class 51 contains 779 members 
Mstep: Class 52 contains 111881 members 
Mstep: Class 54 contains 7291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194730128.000000 Penalty: 121337.851562
Iteration 229Q: 53 clusters Score -1.947301e+08 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37029 members 
Mstep: Class 6 contains 73456 members 
Mstep: Class 7 contains 29933 members 
Mstep: Class 8 contains 36372 members 
Mstep: Class 9 contains 32281 members 
Mstep: Class 10 contains 16337 members 
Mstep: Class 11 contains 6965 members 
Mstep: Class 12 contains 75234 members 
Mstep: Class 13 contains 4167 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 22374 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 123108 members 
Mstep: Class 20 contains 4610 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 36321 members 
Mstep: Class 23 contains 9870 members 
Mstep: Class 24 contains 99238 members 
Mstep: Class 25 contains 87375 members 
Mstep: Class 26 contains 29287 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 823 members 
Mstep: Class 29 contains 2596 members 
Mstep: Class 30 contains 45253 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 123978 members 
Mstep: Class 34 contains 1332 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 115322 members 
Mstep: Class 38 contains 12737 members 
Mstep: Class 39 contains 611 members 
Mstep: Class 40 contains 10357 members 
Mstep: Class 41 contains 131137 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 51170 members 
Mstep: Class 45 contains 192046 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 50086 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 115241 members 
Mstep: Class 50 contains 1836 members 
Mstep: Class 51 contains 779 members 
Mstep: Class 52 contains 113139 members 
Mstep: Class 54 contains 7419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194731312.000000 Penalty: 121337.851562
Iteration 230Q: 53 clusters Score -1.947313e+08 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 3455 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37014 members 
Mstep: Class 6 contains 73452 members 
Mstep: Class 7 contains 29901 members 
Mstep: Class 8 contains 36365 members 
Mstep: Class 9 contains 32285 members 
Mstep: Class 10 contains 16338 members 
Mstep: Class 11 contains 6984 members 
Mstep: Class 12 contains 75143 members 
Mstep: Class 13 contains 4165 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 22651 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 122915 members 
Mstep: Class 20 contains 4565 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 36373 members 
Mstep: Class 23 contains 9859 members 
Mstep: Class 24 contains 98907 members 
Mstep: Class 25 contains 87297 members 
Mstep: Class 26 contains 29270 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 823 members 
Mstep: Class 29 contains 2596 members 
Mstep: Class 30 contains 45480 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 123114 members 
Mstep: Class 34 contains 1331 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 115817 members 
Mstep: Class 38 contains 12736 members 
Mstep: Class 39 contains 611 members 
Mstep: Class 40 contains 10355 members 
Mstep: Class 41 contains 129816 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 52037 members 
Mstep: Class 45 contains 192053 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 49842 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 115061 members 
Mstep: Class 50 contains 1838 members 
Mstep: Class 51 contains 779 members 
Mstep: Class 52 contains 114486 members 
Mstep: Class 54 contains 7553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194731584.000000 Penalty: 121337.851562
Iteration 231Q: 53 clusters Score -1.947316e+08 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 3456 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37007 members 
Mstep: Class 6 contains 73456 members 
Mstep: Class 7 contains 29862 members 
Mstep: Class 8 contains 36359 members 
Mstep: Class 9 contains 32290 members 
Mstep: Class 10 contains 16339 members 
Mstep: Class 11 contains 7007 members 
Mstep: Class 12 contains 75049 members 
Mstep: Class 13 contains 4165 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 22875 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 122536 members 
Mstep: Class 20 contains 4523 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 36416 members 
Mstep: Class 23 contains 9850 members 
Mstep: Class 24 contains 98583 members 
Mstep: Class 25 contains 87200 members 
Mstep: Class 26 contains 29250 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 823 members 
Mstep: Class 29 contains 2596 members 
Mstep: Class 30 contains 46200 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 122294 members 
Mstep: Class 34 contains 1331 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 116169 members 
Mstep: Class 38 contains 12735 members 
Mstep: Class 39 contains 611 members 
Mstep: Class 40 contains 10355 members 
Mstep: Class 41 contains 128454 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 52850 members 
Mstep: Class 45 contains 192053 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 49667 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 115167 members 
Mstep: Class 50 contains 1841 members 
Mstep: Class 51 contains 779 members 
Mstep: Class 52 contains 115461 members 
Mstep: Class 54 contains 7671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194732944.000000 Penalty: 121337.851562
Iteration 232Q: 53 clusters Score -1.947329e+08 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 3456 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 36995 members 
Mstep: Class 6 contains 73453 members 
Mstep: Class 7 contains 29793 members 
Mstep: Class 8 contains 36348 members 
Mstep: Class 9 contains 32294 members 
Mstep: Class 10 contains 16342 members 
Mstep: Class 11 contains 7022 members 
Mstep: Class 12 contains 74943 members 
Mstep: Class 13 contains 4165 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 23166 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 122348 members 
Mstep: Class 20 contains 4490 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 36436 members 
Mstep: Class 23 contains 9846 members 
Mstep: Class 24 contains 98299 members 
Mstep: Class 25 contains 87105 members 
Mstep: Class 26 contains 29234 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 823 members 
Mstep: Class 29 contains 2596 members 
Mstep: Class 30 contains 46733 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 121542 members 
Mstep: Class 34 contains 1331 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 116537 members 
Mstep: Class 38 contains 12736 members 
Mstep: Class 39 contains 611 members 
Mstep: Class 40 contains 10357 members 
Mstep: Class 41 contains 127123 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 53575 members 
Mstep: Class 45 contains 192047 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 49521 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 115457 members 
Mstep: Class 50 contains 1840 members 
Mstep: Class 51 contains 779 members 
Mstep: Class 52 contains 116140 members 
Mstep: Class 54 contains 7798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194734816.000000 Penalty: 121337.851562
Iteration 233Q: 53 clusters Score -1.947348e+08 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 3456 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 36981 members 
Mstep: Class 6 contains 73454 members 
Mstep: Class 7 contains 29761 members 
Mstep: Class 8 contains 36333 members 
Mstep: Class 9 contains 32301 members 
Mstep: Class 10 contains 16339 members 
Mstep: Class 11 contains 7027 members 
Mstep: Class 12 contains 74814 members 
Mstep: Class 13 contains 4165 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 23259 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 122287 members 
Mstep: Class 20 contains 4473 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 36450 members 
Mstep: Class 23 contains 9850 members 
Mstep: Class 24 contains 98019 members 
Mstep: Class 25 contains 87026 members 
Mstep: Class 26 contains 29219 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 823 members 
Mstep: Class 29 contains 2596 members 
Mstep: Class 30 contains 47431 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 120887 members 
Mstep: Class 34 contains 1332 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 116854 members 
Mstep: Class 38 contains 12736 members 
Mstep: Class 39 contains 611 members 
Mstep: Class 40 contains 10360 members 
Mstep: Class 41 contains 125711 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 54281 members 
Mstep: Class 45 contains 192043 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 49428 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 115880 members 
Mstep: Class 50 contains 1833 members 
Mstep: Class 51 contains 779 members 
Mstep: Class 52 contains 116581 members 
Mstep: Class 54 contains 7909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194735920.000000 Penalty: 121337.851562
Iteration 234Q: 53 clusters Score -1.947359e+08 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 3456 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 36961 members 
Mstep: Class 6 contains 73453 members 
Mstep: Class 7 contains 29736 members 
Mstep: Class 8 contains 36319 members 
Mstep: Class 9 contains 32295 members 
Mstep: Class 10 contains 16336 members 
Mstep: Class 11 contains 7028 members 
Mstep: Class 12 contains 74688 members 
Mstep: Class 13 contains 4166 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 23312 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 122323 members 
Mstep: Class 20 contains 4453 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 36466 members 
Mstep: Class 23 contains 9849 members 
Mstep: Class 24 contains 97754 members 
Mstep: Class 25 contains 86967 members 
Mstep: Class 26 contains 29206 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 824 members 
Mstep: Class 29 contains 2596 members 
Mstep: Class 30 contains 47801 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 120254 members 
Mstep: Class 34 contains 1332 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 117012 members 
Mstep: Class 38 contains 12736 members 
Mstep: Class 39 contains 611 members 
Mstep: Class 40 contains 10361 members 
Mstep: Class 41 contains 124508 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 54922 members 
Mstep: Class 45 contains 192042 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 49430 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 116630 members 
Mstep: Class 50 contains 1835 members 
Mstep: Class 51 contains 779 members 
Mstep: Class 52 contains 116808 members 
Mstep: Class 54 contains 8045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194736816.000000 Penalty: 121337.851562
Iteration 235Q: 53 clusters Score -1.947368e+08 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 3456 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 36963 members 
Mstep: Class 6 contains 73455 members 
Mstep: Class 7 contains 29688 members 
Mstep: Class 8 contains 36305 members 
Mstep: Class 9 contains 32292 members 
Mstep: Class 10 contains 16339 members 
Mstep: Class 11 contains 7024 members 
Mstep: Class 12 contains 74561 members 
Mstep: Class 13 contains 4166 members 
Mstep: Class 14 contains 532 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 23279 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 122309 members 
Mstep: Class 20 contains 4445 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 36483 members 
Mstep: Class 23 contains 9848 members 
Mstep: Class 24 contains 97488 members 
Mstep: Class 25 contains 86884 members 
Mstep: Class 26 contains 29198 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 823 members 
Mstep: Class 29 contains 2596 members 
Mstep: Class 30 contains 48479 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 119698 members 
Mstep: Class 34 contains 1332 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 117276 members 
Mstep: Class 38 contains 12736 members 
Mstep: Class 39 contains 611 members 
Mstep: Class 40 contains 10359 members 
Mstep: Class 41 contains 123531 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 55485 members 
Mstep: Class 45 contains 192046 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 49443 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 117296 members 
Mstep: Class 50 contains 1822 members 
Mstep: Class 51 contains 779 members 
Mstep: Class 52 contains 116617 members 
Mstep: Class 54 contains 8182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194737056.000000 Penalty: 121337.851562
Iteration 236Q: 53 clusters Score -1.947371e+08 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 3456 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 36962 members 
Mstep: Class 6 contains 73458 members 
Mstep: Class 7 contains 29645 members 
Mstep: Class 8 contains 36298 members 
Mstep: Class 9 contains 32294 members 
Mstep: Class 10 contains 16341 members 
Mstep: Class 11 contains 7021 members 
Mstep: Class 12 contains 74417 members 
Mstep: Class 13 contains 4166 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 23477 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 122269 members 
Mstep: Class 20 contains 4432 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 36509 members 
Mstep: Class 23 contains 9847 members 
Mstep: Class 24 contains 97235 members 
Mstep: Class 25 contains 86819 members 
Mstep: Class 26 contains 29187 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 2596 members 
Mstep: Class 30 contains 49018 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 119111 members 
Mstep: Class 34 contains 1332 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 117414 members 
Mstep: Class 38 contains 12736 members 
Mstep: Class 39 contains 611 members 
Mstep: Class 40 contains 10356 members 
Mstep: Class 41 contains 123018 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 56059 members 
Mstep: Class 45 contains 192043 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 49320 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 117868 members 
Mstep: Class 50 contains 1799 members 
Mstep: Class 51 contains 779 members 
Mstep: Class 52 contains 116216 members 
Mstep: Class 54 contains 8356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194737920.000000 Penalty: 121337.851562
Iteration 237Q: 53 clusters Score -1.947379e+08 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 3456 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 36972 members 
Mstep: Class 6 contains 73462 members 
Mstep: Class 7 contains 29599 members 
Mstep: Class 8 contains 36299 members 
Mstep: Class 9 contains 32292 members 
Mstep: Class 10 contains 16339 members 
Mstep: Class 11 contains 7012 members 
Mstep: Class 12 contains 74293 members 
Mstep: Class 13 contains 4167 members 
Mstep: Class 14 contains 534 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 23691 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 122282 members 
Mstep: Class 20 contains 4427 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 36524 members 
Mstep: Class 23 contains 9843 members 
Mstep: Class 24 contains 96992 members 
Mstep: Class 25 contains 86756 members 
Mstep: Class 26 contains 29175 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 822 members 
Mstep: Class 29 contains 2596 members 
Mstep: Class 30 contains 49515 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 118497 members 
Mstep: Class 34 contains 1330 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 117429 members 
Mstep: Class 38 contains 12734 members 
Mstep: Class 39 contains 611 members 
Mstep: Class 40 contains 10355 members 
Mstep: Class 41 contains 122813 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 56640 members 
Mstep: Class 45 contains 192036 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 49178 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 118412 members 
Mstep: Class 50 contains 1784 members 
Mstep: Class 51 contains 779 members 
Mstep: Class 52 contains 115652 members 
Mstep: Class 54 contains 8532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738256.000000 Penalty: 121337.851562
Iteration 238Q: 53 clusters Score -1.947383e+08 nChanged 3750
Entering ConstructFrom: 
Score: -194738256.000000 Penalty: 121337.851562
Entering ConstructFrom: 
Trying to split cluster 1 (11247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Entering Unmasked Estep 
Score: -1282264.875000 Penalty: 1515.776733
	Iteration 0F: 2 clusters Score -1282265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1274288.375000 Penalty: 3031.553467
	Iteration 0F: 3 clusters Score -1274288 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1276810.125000 Penalty: 3031.553467
	Iteration 1F: 3 clusters Score -1276810 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1277066.625000 Penalty: 3031.553467
	Iteration 2F: 3 clusters Score -1277067 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1277334.125000 Penalty: 3031.553467
	Iteration 3Q: 3 clusters Score -1277334 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1277667.125000 Penalty: 3031.553467
	Iteration 4Q: 3 clusters Score -1277667 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1278074.625000 Penalty: 3031.553467
	Iteration 5Q: 3 clusters Score -1278075 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1278531.750000 Penalty: 3031.553467
	Iteration 6F: 3 clusters Score -1278532 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1278992.000000 Penalty: 3031.553467
	Iteration 7F: 3 clusters Score -1278992 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1279419.500000 Penalty: 3031.553467
	Iteration 8F: 3 clusters Score -1279420 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1279796.875000 Penalty: 3031.553467
	Iteration 9F: 3 clusters Score -1279797 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1280139.125000 Penalty: 3031.553467
	Iteration 10Q: 3 clusters Score -1280139 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1280468.125000 Penalty: 3031.553467
	Iteration 11Q: 3 clusters Score -1280468 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1280702.250000 Penalty: 3031.553467
	Iteration 12Q: 3 clusters Score -1280702 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1280830.875000 Penalty: 3031.553467
	Iteration 13Q: 3 clusters Score -1280831 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1280933.750000 Penalty: 3031.553467
	Iteration 14Q: 3 clusters Score -1280934 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1281028.125000 Penalty: 3031.553467
	Iteration 15Q: 3 clusters Score -1281028 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1281114.875000 Penalty: 3031.553467
	Iteration 16Q: 3 clusters Score -1281115 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1281181.250000 Penalty: 3031.553467
	Iteration 17Q: 3 clusters Score -1281181 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1281236.875000 Penalty: 3031.553467
	Iteration 18Q: 3 clusters Score -1281237 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1281289.500000 Penalty: 3031.553467
	Iteration 19Q: 3 clusters Score -1281290 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1281333.000000 Penalty: 3031.553467
	Iteration 20F: 3 clusters Score -1281333 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1281375.750000 Penalty: 3031.553467
	Iteration 21Q: 3 clusters Score -1281376 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1281401.375000 Penalty: 3031.553467
	Iteration 22Q: 3 clusters Score -1281401 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1281423.500000 Penalty: 3031.553467
	Iteration 23Q: 3 clusters Score -1281424 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1281437.500000 Penalty: 3031.553467
	Iteration 24Q: 3 clusters Score -1281438 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1281446.000000 Penalty: 3031.553467
	Iteration 25Q: 3 clusters Score -1281446 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1281455.125000 Penalty: 3031.553467
	Iteration 26Q: 3 clusters Score -1281455 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1281465.375000 Penalty: 3031.553467
	Iteration 27Q: 3 clusters Score -1281465 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1281472.000000 Penalty: 3031.553467
	Iteration 28Q: 3 clusters Score -1281472 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1281479.875000 Penalty: 3031.553467
	Iteration 29Q: 3 clusters Score -1281480 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1281493.625000 Penalty: 3031.553467
	Iteration 30Q: 3 clusters Score -1281494 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1281500.625000 Penalty: 3031.553467
	Iteration 31Q: 3 clusters Score -1281501 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1281510.625000 Penalty: 3031.553467
	Iteration 32Q: 3 clusters Score -1281511 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1281518.500000 Penalty: 3031.553467
	Iteration 33Q: 3 clusters Score -1281518 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1281519.750000 Penalty: 3031.553467
	Iteration 34Q: 3 clusters Score -1281520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1281525.000000 Penalty: 3031.553467
	Iteration 35Q: 3 clusters Score -1281525 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1281524.000000 Penalty: 3031.553467
	Iteration 36Q: 3 clusters Score -1281524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1281526.750000 Penalty: 3031.553467
	Iteration 37Q: 3 clusters Score -1281527 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1281530.250000 Penalty: 3031.553467
	Iteration 38Q: 3 clusters Score -1281530 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1281532.625000 Penalty: 3031.553467
	Iteration 39Q: 3 clusters Score -1281533 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1281538.625000 Penalty: 3031.553467
	Iteration 40F: 3 clusters Score -1281539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1281547.125000 Penalty: 3031.553467
	Iteration 41Q: 3 clusters Score -1281547 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1281547.375000 Penalty: 3031.553467
	Iteration 42Q: 3 clusters Score -1281547 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1281550.625000 Penalty: 3031.553467
	Iteration 43Q: 3 clusters Score -1281551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1281554.000000 Penalty: 3031.553467
	Iteration 44Q: 3 clusters Score -1281554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1281557.625000 Penalty: 3031.553467
	Iteration 45Q: 3 clusters Score -1281558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1281557.000000 Penalty: 3031.553467
	Iteration 46Q: 3 clusters Score -1281557 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1281559.875000 Penalty: 3031.553467
	Iteration 47Q: 3 clusters Score -1281560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1281562.500000 Penalty: 3031.553467
	Iteration 48Q: 3 clusters Score -1281562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1281563.125000 Penalty: 3031.553467
	Iteration 49Q: 3 clusters Score -1281563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1281566.750000 Penalty: 3031.553467
	Iteration 50Q: 3 clusters Score -1281567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1281565.875000 Penalty: 3031.553467
	Iteration 51Q: 3 clusters Score -1281566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1281569.875000 Penalty: 3031.553467
	Iteration 52Q: 3 clusters Score -1281570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1281571.000000 Penalty: 3031.553467
	Iteration 53Q: 3 clusters Score -1281571 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1281575.125000 Penalty: 3031.553467
	Iteration 54Q: 3 clusters Score -1281575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1281576.625000 Penalty: 3031.553467
	Iteration 55Q: 3 clusters Score -1281577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1281578.625000 Penalty: 3031.553467
	Iteration 56Q: 3 clusters Score -1281579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1281578.375000 Penalty: 3031.553467
	Iteration 57Q: 3 clusters Score -1281578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1281582.625000 Penalty: 3031.553467
	Iteration 58Q: 3 clusters Score -1281583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1281584.750000 Penalty: 3031.553467
	Iteration 59Q: 3 clusters Score -1281585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1281584.125000 Penalty: 3031.553467
	Iteration 60F: 3 clusters Score -1281584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1281584.875000 Penalty: 3031.553467
	Iteration 61Q: 3 clusters Score -1281585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1281584.875000 Penalty: 3031.553467
	Iteration 62F: 3 clusters Score -1281585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Entering Unmasked Estep 
Score: -402039.281250 Penalty: 1324.028442
	Iteration 0F: 2 clusters Score -402039.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -399051.218750 Penalty: 2648.056885
	Iteration 0F: 3 clusters Score -399051.2 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -399823.187500 Penalty: 2648.056885
	Iteration 1F: 3 clusters Score -399823.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -399942.750000 Penalty: 2648.056885
	Iteration 2F: 3 clusters Score -399942.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -400013.625000 Penalty: 2648.056885
	Iteration 3Q: 3 clusters Score -400013.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -400073.250000 Penalty: 2648.056885
	Iteration 4Q: 3 clusters Score -400073.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -400120.437500 Penalty: 2648.056885
	Iteration 5Q: 3 clusters Score -400120.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -400148.187500 Penalty: 2648.056885
	Iteration 6Q: 3 clusters Score -400148.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -400178.281250 Penalty: 2648.056885
	Iteration 7Q: 3 clusters Score -400178.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -400208.687500 Penalty: 2648.056885
	Iteration 8Q: 3 clusters Score -400208.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -400248.968750 Penalty: 2648.056885
	Iteration 9Q: 3 clusters Score -400249 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -400291.750000 Penalty: 2648.056885
	Iteration 10Q: 3 clusters Score -400291.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -400327.343750 Penalty: 2648.056885
	Iteration 11Q: 3 clusters Score -400327.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -400362.656250 Penalty: 2648.056885
	Iteration 12Q: 3 clusters Score -400362.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -400387.562500 Penalty: 2648.056885
	Iteration 13Q: 3 clusters Score -400387.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -400413.281250 Penalty: 2648.056885
	Iteration 14Q: 3 clusters Score -400413.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -400431.531250 Penalty: 2648.056885
	Iteration 15Q: 3 clusters Score -400431.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -400453.156250 Penalty: 2648.056885
	Iteration 16Q: 3 clusters Score -400453.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -400471.000000 Penalty: 2648.056885
	Iteration 17Q: 3 clusters Score -400471 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -400485.468750 Penalty: 2648.056885
	Iteration 18Q: 3 clusters Score -400485.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -400505.812500 Penalty: 2648.056885
	Iteration 19Q: 3 clusters Score -400505.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -400525.718750 Penalty: 2648.056885
	Iteration 20F: 3 clusters Score -400525.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -400540.875000 Penalty: 2648.056885
	Iteration 21Q: 3 clusters Score -400540.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -400556.062500 Penalty: 2648.056885
	Iteration 22Q: 3 clusters Score -400556.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -400571.375000 Penalty: 2648.056885
	Iteration 23Q: 3 clusters Score -400571.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -400583.187500 Penalty: 2648.056885
	Iteration 24Q: 3 clusters Score -400583.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -400596.562500 Penalty: 2648.056885
	Iteration 25Q: 3 clusters Score -400596.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -400614.375000 Penalty: 2648.056885
	Iteration 26Q: 3 clusters Score -400614.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -400632.406250 Penalty: 2648.056885
	Iteration 27Q: 3 clusters Score -400632.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -400645.531250 Penalty: 2648.056885
	Iteration 28Q: 3 clusters Score -400645.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -400660.187500 Penalty: 2648.056885
	Iteration 29Q: 3 clusters Score -400660.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -400667.843750 Penalty: 2648.056885
	Iteration 30Q: 3 clusters Score -400667.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -400672.093750 Penalty: 2648.056885
	Iteration 31Q: 3 clusters Score -400672.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -400673.625000 Penalty: 2648.056885
	Iteration 32Q: 3 clusters Score -400673.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -400676.656250 Penalty: 2648.056885
	Iteration 33Q: 3 clusters Score -400676.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -400677.562500 Penalty: 2648.056885
	Iteration 34Q: 3 clusters Score -400677.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -400680.937500 Penalty: 2648.056885
	Iteration 35Q: 3 clusters Score -400680.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -400683.875000 Penalty: 2648.056885
	Iteration 36Q: 3 clusters Score -400683.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -400687.062500 Penalty: 2648.056885
	Iteration 37Q: 3 clusters Score -400687.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -400690.062500 Penalty: 2648.056885
	Iteration 38Q: 3 clusters Score -400690.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -400694.218750 Penalty: 2648.056885
	Iteration 39Q: 3 clusters Score -400694.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -400696.062500 Penalty: 2648.056885
	Iteration 40F: 3 clusters Score -400696.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -400698.218750 Penalty: 2648.056885
	Iteration 41Q: 3 clusters Score -400698.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -400703.406250 Penalty: 2648.056885
	Iteration 42Q: 3 clusters Score -400703.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -400707.500000 Penalty: 2648.056885
	Iteration 43Q: 3 clusters Score -400707.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -400710.968750 Penalty: 2648.056885
	Iteration 44Q: 3 clusters Score -400711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -400712.156250 Penalty: 2648.056885
	Iteration 45Q: 3 clusters Score -400712.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -400713.375000 Penalty: 2648.056885
	Iteration 46Q: 3 clusters Score -400713.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -400714.093750 Penalty: 2648.056885
	Iteration 47Q: 3 clusters Score -400714.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -400714.218750 Penalty: 2648.056885
	Iteration 48Q: 3 clusters Score -400714.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -400715.812500 Penalty: 2648.056885
	Iteration 49Q: 3 clusters Score -400715.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -400717.250000 Penalty: 2648.056885
	Iteration 50Q: 3 clusters Score -400717.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -400718.625000 Penalty: 2648.056885
	Iteration 51Q: 3 clusters Score -400718.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -400720.625000 Penalty: 2648.056885
	Iteration 52Q: 3 clusters Score -400720.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -400721.000000 Penalty: 2648.056885
	Iteration 53Q: 3 clusters Score -400721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -400722.625000 Penalty: 2648.056885
	Iteration 54Q: 3 clusters Score -400722.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -400723.656250 Penalty: 2648.056885
	Iteration 55Q: 3 clusters Score -400723.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -400723.625000 Penalty: 2648.056885
	Iteration 56Q: 3 clusters Score -400723.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -400724.781250 Penalty: 2648.056885
	Iteration 57Q: 3 clusters Score -400724.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -400724.781250 Penalty: 2648.056885
	Iteration 58Q: 3 clusters Score -400724.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -400726.250000 Penalty: 2648.056885
	Iteration 59Q: 3 clusters Score -400726.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -400727.156250 Penalty: 2648.056885
	Iteration 60F: 3 clusters Score -400727.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Entering Unmasked Estep 
Score: -58240.816406 Penalty: 1048.969849
	Iteration 0F: 2 clusters Score -58240.82 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 316 members 
Entering Unmasked Estep 
Score: -57070.949219 Penalty: 2097.939697
	Iteration 0F: 3 clusters Score -57070.95 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -57437.074219 Penalty: 2097.939697
	Iteration 1F: 3 clusters Score -57437.07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -57643.031250 Penalty: 2097.939697
	Iteration 2F: 3 clusters Score -57643.03 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -57749.117188 Penalty: 2097.939697
	Iteration 3F: 3 clusters Score -57749.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -57853.289062 Penalty: 2097.939697
	Iteration 4Q: 3 clusters Score -57853.29 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -57922.476562 Penalty: 2097.939697
	Iteration 5Q: 3 clusters Score -57922.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -57991.785156 Penalty: 2097.939697
	Iteration 6Q: 3 clusters Score -57991.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -58034.484375 Penalty: 2097.939697
	Iteration 7Q: 3 clusters Score -58034.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -58044.562500 Penalty: 2097.939697
	Iteration 8Q: 3 clusters Score -58044.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -58051.378906 Penalty: 2097.939697
	Iteration 9Q: 3 clusters Score -58051.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -58069.207031 Penalty: 2097.939697
	Iteration 10Q: 3 clusters Score -58069.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -58078.609375 Penalty: 2097.939697
	Iteration 11Q: 3 clusters Score -58078.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -58080.351562 Penalty: 2097.939697
	Iteration 12Q: 3 clusters Score -58080.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -58083.371094 Penalty: 2097.939697
	Iteration 13Q: 3 clusters Score -58083.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -58083.371094 Penalty: 2097.939697
	Iteration 14F: 3 clusters Score -58083.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (36981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36981 members 
Entering Unmasked Estep 
Score: -4071527.250000 Penalty: 1709.200928
	Iteration 0F: 2 clusters Score -4071527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -4046702.750000 Penalty: 3418.401855
	Iteration 0F: 3 clusters Score -4046703 nChanged 17163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -4056195.500000 Penalty: 3418.401855
	Iteration 1F: 3 clusters Score -4056196 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -4056677.000000 Penalty: 3418.401855
	Iteration 2Q: 3 clusters Score -4056677 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -4057310.250000 Penalty: 3418.401855
	Iteration 3Q: 3 clusters Score -4057310 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -4058253.250000 Penalty: 3418.401855
	Iteration 4F: 3 clusters Score -4058253 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -4059705.000000 Penalty: 3418.401855
	Iteration 5F: 3 clusters Score -4059705 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -4061930.500000 Penalty: 3418.401855
	Iteration 6F: 3 clusters Score -4061930 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30940 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -4064764.500000 Penalty: 3418.401855
	Iteration 7F: 3 clusters Score -4064764 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33457 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -4067283.000000 Penalty: 3418.401855
	Iteration 8F: 3 clusters Score -4067283 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34948 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -4068753.250000 Penalty: 3418.401855
	Iteration 9Q: 3 clusters Score -4068753 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35631 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -4069470.250000 Penalty: 3418.401855
	Iteration 10Q: 3 clusters Score -4069470 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -4069840.750000 Penalty: 3418.401855
	Iteration 11Q: 3 clusters Score -4069841 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36078 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -4070023.750000 Penalty: 3418.401855
	Iteration 12Q: 3 clusters Score -4070024 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36152 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -4070130.750000 Penalty: 3418.401855
	Iteration 13Q: 3 clusters Score -4070131 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36200 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -4070164.250000 Penalty: 3418.401855
	Iteration 14Q: 3 clusters Score -4070164 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36239 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -4070182.750000 Penalty: 3418.401855
	Iteration 15Q: 3 clusters Score -4070183 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36260 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -4070192.500000 Penalty: 3418.401855
	Iteration 16Q: 3 clusters Score -4070192 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36273 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -4070202.250000 Penalty: 3418.401855
	Iteration 17Q: 3 clusters Score -4070202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36282 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -4070204.250000 Penalty: 3418.401855
	Iteration 18Q: 3 clusters Score -4070204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36290 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -4070213.500000 Penalty: 3418.401855
	Iteration 19Q: 3 clusters Score -4070214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36299 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -4070217.750000 Penalty: 3418.401855
	Iteration 20F: 3 clusters Score -4070218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36302 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4070216.000000 Penalty: 3418.401855
	Iteration 21Q: 3 clusters Score -4070216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -4070221.000000 Penalty: 3418.401855
	Iteration 22Q: 3 clusters Score -4070221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36311 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4070225.500000 Penalty: 3418.401855
	Iteration 23Q: 3 clusters Score -4070226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36314 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4070224.250000 Penalty: 3418.401855
	Iteration 24Q: 3 clusters Score -4070224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36317 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -4070228.250000 Penalty: 3418.401855
	Iteration 25Q: 3 clusters Score -4070228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36318 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -4070231.000000 Penalty: 3418.401855
	Iteration 26Q: 3 clusters Score -4070231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36321 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4070231.000000 Penalty: 3418.401855
	Iteration 27Q: 3 clusters Score -4070231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36322 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -4070230.250000 Penalty: 3418.401855
	Iteration 28Q: 3 clusters Score -4070230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36322 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -4070230.250000 Penalty: 3418.401855
	Iteration 29F: 3 clusters Score -4070230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (73464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73464 members 
Entering Unmasked Estep 
Score: -8339530.000000 Penalty: 1820.739502
	Iteration 0F: 2 clusters Score -8339530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36849 members 
Mstep: Class 2 contains 36615 members 
Entering Unmasked Estep 
Score: -8290617.500000 Penalty: 3641.479004
	Iteration 0F: 3 clusters Score -8290618 nChanged 34871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37384 members 
Mstep: Class 2 contains 36080 members 
Entering Unmasked Estep 
Score: -8310728.000000 Penalty: 3641.479004
	Iteration 1F: 3 clusters Score -8310728 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37852 members 
Mstep: Class 2 contains 35612 members 
Entering Unmasked Estep 
Score: -8311376.500000 Penalty: 3641.479004
	Iteration 2Q: 3 clusters Score -8311376 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38501 members 
Mstep: Class 2 contains 34963 members 
Entering Unmasked Estep 
Score: -8312150.500000 Penalty: 3641.479004
	Iteration 3Q: 3 clusters Score -8312150 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39365 members 
Mstep: Class 2 contains 34099 members 
Entering Unmasked Estep 
Score: -8313093.000000 Penalty: 3641.479004
	Iteration 4Q: 3 clusters Score -8313093 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40691 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
Score: -8314337.500000 Penalty: 3641.479004
	Iteration 5Q: 3 clusters Score -8314338 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42552 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -8315981.000000 Penalty: 3641.479004
	Iteration 6Q: 3 clusters Score -8315981 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45050 members 
Mstep: Class 2 contains 28414 members 
Entering Unmasked Estep 
Score: -8318190.500000 Penalty: 3641.479004
	Iteration 7Q: 3 clusters Score -8318190 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48181 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -8321038.000000 Penalty: 3641.479004
	Iteration 8F: 3 clusters Score -8321038 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51742 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -8324123.500000 Penalty: 3641.479004
	Iteration 9F: 3 clusters Score -8324124 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55240 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -8327003.000000 Penalty: 3641.479004
	Iteration 10F: 3 clusters Score -8327003 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58503 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -8329347.000000 Penalty: 3641.479004
	Iteration 11Q: 3 clusters Score -8329347 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61458 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -8331331.500000 Penalty: 3641.479004
	Iteration 12Q: 3 clusters Score -8331332 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64042 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -8332943.000000 Penalty: 3641.479004
	Iteration 13Q: 3 clusters Score -8332943 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66242 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -8334243.000000 Penalty: 3641.479004
	Iteration 14Q: 3 clusters Score -8334243 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68085 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -8335342.500000 Penalty: 3641.479004
	Iteration 15Q: 3 clusters Score -8335342 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69522 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -8336257.000000 Penalty: 3641.479004
	Iteration 16Q: 3 clusters Score -8336257 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70561 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -8336913.000000 Penalty: 3641.479004
	Iteration 17Q: 3 clusters Score -8336913 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71295 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -8337274.500000 Penalty: 3641.479004
	Iteration 18Q: 3 clusters Score -8337274 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71753 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -8337503.000000 Penalty: 3641.479004
	Iteration 19Q: 3 clusters Score -8337503 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72060 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -8337664.500000 Penalty: 3641.479004
	Iteration 20F: 3 clusters Score -8337664 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72267 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -8337778.000000 Penalty: 3641.479004
	Iteration 21Q: 3 clusters Score -8337778 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72384 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -8337825.000000 Penalty: 3641.479004
	Iteration 22Q: 3 clusters Score -8337825 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72480 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -8337887.000000 Penalty: 3641.479004
	Iteration 23Q: 3 clusters Score -8337887 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72553 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -8337923.000000 Penalty: 3641.479004
	Iteration 24Q: 3 clusters Score -8337923 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72607 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -8337975.500000 Penalty: 3641.479004
	Iteration 25Q: 3 clusters Score -8337976 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72647 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -8338007.500000 Penalty: 3641.479004
	Iteration 26Q: 3 clusters Score -8338008 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72677 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -8338023.000000 Penalty: 3641.479004
	Iteration 27Q: 3 clusters Score -8338023 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72715 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -8338039.000000 Penalty: 3641.479004
	Iteration 28Q: 3 clusters Score -8338039 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72744 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -8338048.500000 Penalty: 3641.479004
	Iteration 29Q: 3 clusters Score -8338048 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72761 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -8338051.500000 Penalty: 3641.479004
	Iteration 30Q: 3 clusters Score -8338052 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72781 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -8338050.500000 Penalty: 3641.479004
	Iteration 31Q: 3 clusters Score -8338050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72797 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -8338055.000000 Penalty: 3641.479004
	Iteration 32Q: 3 clusters Score -8338055 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72807 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -8338065.000000 Penalty: 3641.479004
	Iteration 33Q: 3 clusters Score -8338065 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72821 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -8338073.000000 Penalty: 3641.479004
	Iteration 34Q: 3 clusters Score -8338073 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72830 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -8338082.500000 Penalty: 3641.479004
	Iteration 35Q: 3 clusters Score -8338082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72837 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -8338079.500000 Penalty: 3641.479004
	Iteration 36Q: 3 clusters Score -8338080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72844 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -8338077.500000 Penalty: 3641.479004
	Iteration 37Q: 3 clusters Score -8338078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72848 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -8338083.000000 Penalty: 3641.479004
	Iteration 38Q: 3 clusters Score -8338083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72851 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -8338092.000000 Penalty: 3641.479004
	Iteration 39Q: 3 clusters Score -8338092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72854 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -8338092.000000 Penalty: 3641.479004
	Iteration 40F: 3 clusters Score -8338092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72856 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -8338089.500000 Penalty: 3641.479004
	Iteration 41Q: 3 clusters Score -8338090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72858 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -8338092.500000 Penalty: 3641.479004
	Iteration 42Q: 3 clusters Score -8338092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72860 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -8338092.000000 Penalty: 3641.479004
	Iteration 43Q: 3 clusters Score -8338092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72860 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -8338089.500000 Penalty: 3641.479004
	Iteration 44Q: 3 clusters Score -8338090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72862 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -8338094.000000 Penalty: 3641.479004
	Iteration 45Q: 3 clusters Score -8338094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72862 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -8338094.000000 Penalty: 3641.479004
	Iteration 46F: 3 clusters Score -8338094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (29554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29554 members 
Entering Unmasked Estep 
Score: -3445396.000000 Penalty: 1672.770752
	Iteration 0F: 2 clusters Score -3445396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -3425412.000000 Penalty: 3345.541504
	Iteration 0F: 3 clusters Score -3425412 nChanged 13559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -3432831.500000 Penalty: 3345.541504
	Iteration 1F: 3 clusters Score -3432832 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -3433141.750000 Penalty: 3345.541504
	Iteration 2Q: 3 clusters Score -3433142 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -3433432.750000 Penalty: 3345.541504
	Iteration 3Q: 3 clusters Score -3433433 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -3433745.250000 Penalty: 3345.541504
	Iteration 4Q: 3 clusters Score -3433745 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -3434138.500000 Penalty: 3345.541504
	Iteration 5Q: 3 clusters Score -3434138 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -3434852.250000 Penalty: 3345.541504
	Iteration 6Q: 3 clusters Score -3434852 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -3435929.500000 Penalty: 3345.541504
	Iteration 7Q: 3 clusters Score -3435930 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -3437243.750000 Penalty: 3345.541504
	Iteration 8F: 3 clusters Score -3437244 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -3438564.250000 Penalty: 3345.541504
	Iteration 9F: 3 clusters Score -3438564 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -3439825.750000 Penalty: 3345.541504
	Iteration 10F: 3 clusters Score -3439826 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -3440905.500000 Penalty: 3345.541504
	Iteration 11F: 3 clusters Score -3440906 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -3441646.000000 Penalty: 3345.541504
	Iteration 12Q: 3 clusters Score -3441646 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -3442076.500000 Penalty: 3345.541504
	Iteration 13Q: 3 clusters Score -3442076 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -3442327.000000 Penalty: 3345.541504
	Iteration 14Q: 3 clusters Score -3442327 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -3442465.750000 Penalty: 3345.541504
	Iteration 15Q: 3 clusters Score -3442466 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -3442563.000000 Penalty: 3345.541504
	Iteration 16Q: 3 clusters Score -3442563 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -3442621.750000 Penalty: 3345.541504
	Iteration 17Q: 3 clusters Score -3442622 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -3442706.750000 Penalty: 3345.541504
	Iteration 18Q: 3 clusters Score -3442707 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -3442761.750000 Penalty: 3345.541504
	Iteration 19Q: 3 clusters Score -3442762 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -3442811.250000 Penalty: 3345.541504
	Iteration 20F: 3 clusters Score -3442811 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -3442878.500000 Penalty: 3345.541504
	Iteration 21Q: 3 clusters Score -3442878 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -3442915.250000 Penalty: 3345.541504
	Iteration 22Q: 3 clusters Score -3442915 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -3442976.250000 Penalty: 3345.541504
	Iteration 23Q: 3 clusters Score -3442976 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -3443026.750000 Penalty: 3345.541504
	Iteration 24Q: 3 clusters Score -3443027 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -3443077.250000 Penalty: 3345.541504
	Iteration 25Q: 3 clusters Score -3443077 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -3443147.500000 Penalty: 3345.541504
	Iteration 26Q: 3 clusters Score -3443148 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -3443190.250000 Penalty: 3345.541504
	Iteration 27Q: 3 clusters Score -3443190 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -3443260.000000 Penalty: 3345.541504
	Iteration 28Q: 3 clusters Score -3443260 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -3443332.250000 Penalty: 3345.541504
	Iteration 29Q: 3 clusters Score -3443332 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -3443374.250000 Penalty: 3345.541504
	Iteration 30Q: 3 clusters Score -3443374 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -3443435.500000 Penalty: 3345.541504
	Iteration 31Q: 3 clusters Score -3443436 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -3443497.500000 Penalty: 3345.541504
	Iteration 32Q: 3 clusters Score -3443498 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -3443575.000000 Penalty: 3345.541504
	Iteration 33Q: 3 clusters Score -3443575 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -3443670.500000 Penalty: 3345.541504
	Iteration 34Q: 3 clusters Score -3443670 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -3443786.000000 Penalty: 3345.541504
	Iteration 35Q: 3 clusters Score -3443786 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -3443896.000000 Penalty: 3345.541504
	Iteration 36Q: 3 clusters Score -3443896 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -3443987.000000 Penalty: 3345.541504
	Iteration 37Q: 3 clusters Score -3443987 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -3444035.500000 Penalty: 3345.541504
	Iteration 38Q: 3 clusters Score -3444036 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -3444071.000000 Penalty: 3345.541504
	Iteration 39Q: 3 clusters Score -3444071 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -3444154.250000 Penalty: 3345.541504
	Iteration 40F: 3 clusters Score -3444154 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -3444196.500000 Penalty: 3345.541504
	Iteration 41Q: 3 clusters Score -3444196 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -3444247.000000 Penalty: 3345.541504
	Iteration 42Q: 3 clusters Score -3444247 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -3444271.250000 Penalty: 3345.541504
	Iteration 43Q: 3 clusters Score -3444271 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -3444290.250000 Penalty: 3345.541504
	Iteration 44Q: 3 clusters Score -3444290 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -3444330.000000 Penalty: 3345.541504
	Iteration 45Q: 3 clusters Score -3444330 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -3444343.500000 Penalty: 3345.541504
	Iteration 46Q: 3 clusters Score -3444344 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -3444376.500000 Penalty: 3345.541504
	Iteration 47Q: 3 clusters Score -3444376 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -3444402.000000 Penalty: 3345.541504
	Iteration 48Q: 3 clusters Score -3444402 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -3444416.500000 Penalty: 3345.541504
	Iteration 49Q: 3 clusters Score -3444416 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -3444436.500000 Penalty: 3345.541504
	Iteration 50Q: 3 clusters Score -3444436 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -3444445.000000 Penalty: 3345.541504
	Iteration 51Q: 3 clusters Score -3444445 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -3444455.000000 Penalty: 3345.541504
	Iteration 52Q: 3 clusters Score -3444455 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -3444469.250000 Penalty: 3345.541504
	Iteration 53Q: 3 clusters Score -3444469 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -3444489.000000 Penalty: 3345.541504
	Iteration 54Q: 3 clusters Score -3444489 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -3444520.250000 Penalty: 3345.541504
	Iteration 55Q: 3 clusters Score -3444520 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -3444539.500000 Penalty: 3345.541504
	Iteration 56Q: 3 clusters Score -3444540 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -3444563.000000 Penalty: 3345.541504
	Iteration 57Q: 3 clusters Score -3444563 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -3444582.750000 Penalty: 3345.541504
	Iteration 58Q: 3 clusters Score -3444583 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -3444607.750000 Penalty: 3345.541504
	Iteration 59Q: 3 clusters Score -3444608 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -3444638.250000 Penalty: 3345.541504
	Iteration 60F: 3 clusters Score -3444638 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -3444647.500000 Penalty: 3345.541504
	Iteration 61Q: 3 clusters Score -3444648 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -3444658.250000 Penalty: 3345.541504
	Iteration 62Q: 3 clusters Score -3444658 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -3444670.750000 Penalty: 3345.541504
	Iteration 63Q: 3 clusters Score -3444671 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -3444694.500000 Penalty: 3345.541504
	Iteration 64Q: 3 clusters Score -3444694 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -3444697.000000 Penalty: 3345.541504
	Iteration 65Q: 3 clusters Score -3444697 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -3444720.250000 Penalty: 3345.541504
	Iteration 66Q: 3 clusters Score -3444720 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -3444735.750000 Penalty: 3345.541504
	Iteration 67Q: 3 clusters Score -3444736 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -3444754.500000 Penalty: 3345.541504
	Iteration 68Q: 3 clusters Score -3444754 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -3444764.250000 Penalty: 3345.541504
	Iteration 69Q: 3 clusters Score -3444764 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -3444778.250000 Penalty: 3345.541504
	Iteration 70Q: 3 clusters Score -3444778 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -3444780.000000 Penalty: 3345.541504
	Iteration 71Q: 3 clusters Score -3444780 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -3444790.500000 Penalty: 3345.541504
	Iteration 72Q: 3 clusters Score -3444790 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -3444781.250000 Penalty: 3345.541504
	Iteration 73Q: 3 clusters Score -3444781 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 16124 members 
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Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3444808 nChanged 74
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Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11527 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 18445 members 
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Mstep: Class 1 contains 11032 members 
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Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10821 members 
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Mstep: Class 1 contains 10738 members 
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	Iteration 106Q: 3 clusters Score -3445014 nChanged 67
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Entering Unmasked Estep 
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Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 19249 members 
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	Iteration 113Q: 3 clusters Score -3445048 nChanged 75
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Mstep: Class 1 contains 10230 members 
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Mstep: Class 1 contains 10177 members 
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Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 19445 members 
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	Iteration 116Q: 3 clusters Score -3445054 nChanged 73
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Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 19597 members 
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Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9822 members 
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	Iteration 120F: 3 clusters Score -3445072 nChanged 77
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Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 19809 members 
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	Iteration 121Q: 3 clusters Score -3445067 nChanged 77
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Mstep: Class 1 contains 9668 members 
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	Iteration 122Q: 3 clusters Score -3445076 nChanged 67
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Mstep: Class 1 contains 9601 members 
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	Iteration 123Q: 3 clusters Score -3445085 nChanged 69
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Mstep: Class 1 contains 9532 members 
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	Iteration 124Q: 3 clusters Score -3445093 nChanged 61
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	Iteration 125Q: 3 clusters Score -3445095 nChanged 63
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	Iteration 126Q: 3 clusters Score -3445107 nChanged 65
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	Iteration 127Q: 3 clusters Score -3445100 nChanged 59
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	Iteration 129Q: 3 clusters Score -3445099 nChanged 43
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Mstep: Class 1 contains 9190 members 
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Mstep: Class 1 contains 9141 members 
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Mstep: Class 1 contains 9092 members 
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	Iteration 132Q: 3 clusters Score -3445116 nChanged 42
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Mstep: Class 1 contains 9050 members 
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Mstep: Class 1 contains 8979 members 
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	Iteration 135Q: 3 clusters Score -3445118 nChanged 39
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Mstep: Class 1 contains 8940 members 
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	Iteration 136Q: 3 clusters Score -3445120 nChanged 32
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Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 20646 members 
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	Iteration 137Q: 3 clusters Score -3445125 nChanged 27
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Mstep: Class 1 contains 8881 members 
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	Iteration 138Q: 3 clusters Score -3445125 nChanged 26
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Mstep: Class 1 contains 8855 members 
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	Iteration 139Q: 3 clusters Score -3445124 nChanged 29
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Mstep: Class 1 contains 8826 members 
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	Iteration 140F: 3 clusters Score -3445128 nChanged 38
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Mstep: Class 1 contains 8788 members 
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	Iteration 142Q: 3 clusters Score -3445136 nChanged 34
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Mstep: Class 1 contains 8723 members 
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	Iteration 143Q: 3 clusters Score -3445143 nChanged 39
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Mstep: Class 1 contains 8684 members 
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	Iteration 144Q: 3 clusters Score -3445144 nChanged 34
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Mstep: Class 1 contains 8650 members 
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	Iteration 145Q: 3 clusters Score -3445144 nChanged 26
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Mstep: Class 1 contains 8624 members 
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	Iteration 146Q: 3 clusters Score -3445152 nChanged 24
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Mstep: Class 1 contains 8600 members 
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	Iteration 147Q: 3 clusters Score -3445160 nChanged 22
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Mstep: Class 1 contains 8578 members 
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	Iteration 148Q: 3 clusters Score -3445151 nChanged 22
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Mstep: Class 1 contains 8556 members 
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	Iteration 149Q: 3 clusters Score -3445148 nChanged 18
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Mstep: Class 1 contains 8538 members 
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	Iteration 150Q: 3 clusters Score -3445151 nChanged 15
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	Iteration 151Q: 3 clusters Score -3445145 nChanged 7
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	Iteration 152Q: 3 clusters Score -3445154 nChanged 13
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	Iteration 154Q: 3 clusters Score -3445157 nChanged 13
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	Iteration 155Q: 3 clusters Score -3445158 nChanged 10
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	Iteration 156Q: 3 clusters Score -3445161 nChanged 10
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	Iteration 157Q: 3 clusters Score -3445158 nChanged 8
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Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 21107 members 
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	Iteration 158Q: 3 clusters Score -3445156 nChanged 11
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	Iteration 159Q: 3 clusters Score -3445158 nChanged 9
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Mstep: Class 1 contains 8427 members 
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Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -3445160 nChanged 12
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Mstep: Class 1 contains 8403 members 
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	Iteration 162Q: 3 clusters Score -3445156 nChanged 8
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Mstep: Class 1 contains 8395 members 
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Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -3445161 nChanged 10
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Mstep: Class 1 contains 8385 members 
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Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -3445154 nChanged 11
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	Iteration 165Q: 3 clusters Score -3445151 nChanged 14
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Mstep: Class 1 contains 8360 members 
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	Iteration 166Q: 3 clusters Score -3445148 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -3445149.250000 Penalty: 3345.541504
	Iteration 167Q: 3 clusters Score -3445149 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -3445150.750000 Penalty: 3345.541504
	Iteration 168Q: 3 clusters Score -3445151 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -3445141.250000 Penalty: 3345.541504
	Iteration 169Q: 3 clusters Score -3445141 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -3445144.000000 Penalty: 3345.541504
	Iteration 170Q: 3 clusters Score -3445144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -3445144.250000 Penalty: 3345.541504
	Iteration 171Q: 3 clusters Score -3445144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -3445147.500000 Penalty: 3345.541504
	Iteration 172Q: 3 clusters Score -3445148 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -3445142.250000 Penalty: 3345.541504
	Iteration 173Q: 3 clusters Score -3445142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -3445146.250000 Penalty: 3345.541504
	Iteration 174Q: 3 clusters Score -3445146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -3445151.750000 Penalty: 3345.541504
	Iteration 175Q: 3 clusters Score -3445152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -3445152.250000 Penalty: 3345.541504
	Iteration 176Q: 3 clusters Score -3445152 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -3445154.750000 Penalty: 3345.541504
	Iteration 177Q: 3 clusters Score -3445155 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -3445151.250000 Penalty: 3345.541504
	Iteration 178Q: 3 clusters Score -3445151 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -3445148.750000 Penalty: 3345.541504
	Iteration 179Q: 3 clusters Score -3445149 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -3445153.500000 Penalty: 3345.541504
	Iteration 180F: 3 clusters Score -3445154 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -3445145.750000 Penalty: 3345.541504
	Iteration 181Q: 3 clusters Score -3445146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -3445146.500000 Penalty: 3345.541504
	Iteration 182Q: 3 clusters Score -3445146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -3445145.500000 Penalty: 3345.541504
	Iteration 183Q: 3 clusters Score -3445146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -3445144.750000 Penalty: 3345.541504
	Iteration 184Q: 3 clusters Score -3445145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -3445146.750000 Penalty: 3345.541504
	Iteration 185Q: 3 clusters Score -3445147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -3445148.000000 Penalty: 3345.541504
	Iteration 186Q: 3 clusters Score -3445148 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -3445143.500000 Penalty: 3345.541504
	Iteration 187Q: 3 clusters Score -3445144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -3445151.500000 Penalty: 3345.541504
	Iteration 188Q: 3 clusters Score -3445152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -3445153.000000 Penalty: 3345.541504
	Iteration 189Q: 3 clusters Score -3445153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -3445155.250000 Penalty: 3345.541504
	Iteration 190Q: 3 clusters Score -3445155 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -3445159.250000 Penalty: 3345.541504
	Iteration 191Q: 3 clusters Score -3445159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -3445161.750000 Penalty: 3345.541504
	Iteration 192Q: 3 clusters Score -3445162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -3445157.750000 Penalty: 3345.541504
	Iteration 193Q: 3 clusters Score -3445158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -3445151.750000 Penalty: 3345.541504
	Iteration 194Q: 3 clusters Score -3445152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -3445154.000000 Penalty: 3345.541504
	Iteration 195Q: 3 clusters Score -3445154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -3445153.750000 Penalty: 3345.541504
	Iteration 196Q: 3 clusters Score -3445154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -3445155.000000 Penalty: 3345.541504
	Iteration 197Q: 3 clusters Score -3445155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -3445151.250000 Penalty: 3345.541504
	Iteration 198Q: 3 clusters Score -3445151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -3445153.250000 Penalty: 3345.541504
	Iteration 199Q: 3 clusters Score -3445153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -3445157.500000 Penalty: 3345.541504
	Iteration 200F: 3 clusters Score -3445158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -3445155.500000 Penalty: 3345.541504
	Iteration 201Q: 3 clusters Score -3445156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -3445150.750000 Penalty: 3345.541504
	Iteration 202Q: 3 clusters Score -3445151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -3445152.250000 Penalty: 3345.541504
	Iteration 203Q: 3 clusters Score -3445152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -3445150.750000 Penalty: 3345.541504
	Iteration 204Q: 3 clusters Score -3445151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -3445151.250000 Penalty: 3345.541504
	Iteration 205Q: 3 clusters Score -3445151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -3445151.250000 Penalty: 3345.541504
	Iteration 206F: 3 clusters Score -3445151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (36289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36289 members 
Entering Unmasked Estep 
Score: -4135849.750000 Penalty: 1706.131348
	Iteration 0F: 2 clusters Score -4135850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -4111544.500000 Penalty: 3412.262695
	Iteration 0F: 3 clusters Score -4111544 nChanged 16734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -4120880.000000 Penalty: 3412.262695
	Iteration 1F: 3 clusters Score -4120880 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -4121425.750000 Penalty: 3412.262695
	Iteration 2Q: 3 clusters Score -4121426 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -4122160.250000 Penalty: 3412.262695
	Iteration 3Q: 3 clusters Score -4122160 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -4123235.500000 Penalty: 3412.262695
	Iteration 4F: 3 clusters Score -4123236 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -4124728.250000 Penalty: 3412.262695
	Iteration 5F: 3 clusters Score -4124728 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -4126709.000000 Penalty: 3412.262695
	Iteration 6F: 3 clusters Score -4126709 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -4128925.750000 Penalty: 3412.262695
	Iteration 7F: 3 clusters Score -4128926 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31685 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -4130818.750000 Penalty: 3412.262695
	Iteration 8F: 3 clusters Score -4130819 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33140 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -4132177.250000 Penalty: 3412.262695
	Iteration 9Q: 3 clusters Score -4132177 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34089 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -4133013.750000 Penalty: 3412.262695
	Iteration 10Q: 3 clusters Score -4133014 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34694 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -4133506.000000 Penalty: 3412.262695
	Iteration 11Q: 3 clusters Score -4133506 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35072 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -4133788.750000 Penalty: 3412.262695
	Iteration 12Q: 3 clusters Score -4133789 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -4133963.250000 Penalty: 3412.262695
	Iteration 13Q: 3 clusters Score -4133963 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -4134091.750000 Penalty: 3412.262695
	Iteration 14Q: 3 clusters Score -4134092 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35607 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -4134198.500000 Penalty: 3412.262695
	Iteration 15Q: 3 clusters Score -4134198 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35700 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4134256.750000 Penalty: 3412.262695
	Iteration 16Q: 3 clusters Score -4134257 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35773 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -4134318.500000 Penalty: 3412.262695
	Iteration 17Q: 3 clusters Score -4134318 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35817 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4134344.250000 Penalty: 3412.262695
	Iteration 18Q: 3 clusters Score -4134344 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35844 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -4134368.000000 Penalty: 3412.262695
	Iteration 19Q: 3 clusters Score -4134368 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35866 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -4134379.250000 Penalty: 3412.262695
	Iteration 20F: 3 clusters Score -4134379 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35879 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -4134394.500000 Penalty: 3412.262695
	Iteration 21Q: 3 clusters Score -4134394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35891 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -4134402.250000 Penalty: 3412.262695
	Iteration 22Q: 3 clusters Score -4134402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35894 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -4134410.250000 Penalty: 3412.262695
	Iteration 23Q: 3 clusters Score -4134410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35904 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4134415.000000 Penalty: 3412.262695
	Iteration 24Q: 3 clusters Score -4134415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4134416.750000 Penalty: 3412.262695
	Iteration 25Q: 3 clusters Score -4134417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4134420.500000 Penalty: 3412.262695
	Iteration 26Q: 3 clusters Score -4134420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35914 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4134422.000000 Penalty: 3412.262695
	Iteration 27Q: 3 clusters Score -4134422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35915 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4134423.000000 Penalty: 3412.262695
	Iteration 28Q: 3 clusters Score -4134423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35915 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4134423.000000 Penalty: 3412.262695
	Iteration 29F: 3 clusters Score -4134423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (32294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32294 members 
Entering Unmasked Estep 
Score: -3868537.000000 Penalty: 1687.178467
	Iteration 0F: 2 clusters Score -3868537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -3846730.000000 Penalty: 3374.356934
	Iteration 0F: 3 clusters Score -3846730 nChanged 15005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -3855175.000000 Penalty: 3374.356934
	Iteration 1F: 3 clusters Score -3855175 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -3855636.250000 Penalty: 3374.356934
	Iteration 2Q: 3 clusters Score -3855636 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -3856231.750000 Penalty: 3374.356934
	Iteration 3Q: 3 clusters Score -3856232 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -3857098.500000 Penalty: 3374.356934
	Iteration 4F: 3 clusters Score -3857098 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -3858494.500000 Penalty: 3374.356934
	Iteration 5F: 3 clusters Score -3858494 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -3860549.250000 Penalty: 3374.356934
	Iteration 6F: 3 clusters Score -3860549 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -3862956.250000 Penalty: 3374.356934
	Iteration 7F: 3 clusters Score -3862956 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -3864898.250000 Penalty: 3374.356934
	Iteration 8F: 3 clusters Score -3864898 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 30782 members 
Entering Unmasked Estep 
Score: -3866003.250000 Penalty: 3374.356934
	Iteration 9Q: 3 clusters Score -3866003 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 31332 members 
Entering Unmasked Estep 
Score: -3866498.500000 Penalty: 3374.356934
	Iteration 10Q: 3 clusters Score -3866498 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
Score: -3866716.500000 Penalty: 3374.356934
	Iteration 11Q: 3 clusters Score -3866716 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 31747 members 
Entering Unmasked Estep 
Score: -3866847.000000 Penalty: 3374.356934
	Iteration 12Q: 3 clusters Score -3866847 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 31827 members 
Entering Unmasked Estep 
Score: -3866912.250000 Penalty: 3374.356934
	Iteration 13Q: 3 clusters Score -3866912 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 31881 members 
Entering Unmasked Estep 
Score: -3866973.500000 Penalty: 3374.356934
	Iteration 14Q: 3 clusters Score -3866974 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 31916 members 
Entering Unmasked Estep 
Score: -3867012.250000 Penalty: 3374.356934
	Iteration 15Q: 3 clusters Score -3867012 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
Score: -3867035.000000 Penalty: 3374.356934
	Iteration 16Q: 3 clusters Score -3867035 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 31961 members 
Entering Unmasked Estep 
Score: -3867057.000000 Penalty: 3374.356934
	Iteration 17Q: 3 clusters Score -3867057 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 31978 members 
Entering Unmasked Estep 
Score: -3867065.000000 Penalty: 3374.356934
	Iteration 18Q: 3 clusters Score -3867065 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -3867076.500000 Penalty: 3374.356934
	Iteration 19Q: 3 clusters Score -3867076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 32001 members 
Entering Unmasked Estep 
Score: -3867089.250000 Penalty: 3374.356934
	Iteration 20F: 3 clusters Score -3867089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -3867085.500000 Penalty: 3374.356934
	Iteration 21Q: 3 clusters Score -3867086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -3867087.500000 Penalty: 3374.356934
	Iteration 22Q: 3 clusters Score -3867088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
Score: -3867098.000000 Penalty: 3374.356934
	Iteration 23Q: 3 clusters Score -3867098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 32018 members 
Entering Unmasked Estep 
Score: -3867101.250000 Penalty: 3374.356934
	Iteration 24Q: 3 clusters Score -3867101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 32021 members 
Entering Unmasked Estep 
Score: -3867100.750000 Penalty: 3374.356934
	Iteration 25Q: 3 clusters Score -3867101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -3867106.750000 Penalty: 3374.356934
	Iteration 26Q: 3 clusters Score -3867107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 32026 members 
Entering Unmasked Estep 
Score: -3867106.500000 Penalty: 3374.356934
	Iteration 27Q: 3 clusters Score -3867106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 32028 members 
Entering Unmasked Estep 
Score: -3867105.000000 Penalty: 3374.356934
	Iteration 28Q: 3 clusters Score -3867105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 32030 members 
Entering Unmasked Estep 
Score: -3867106.000000 Penalty: 3374.356934
	Iteration 29Q: 3 clusters Score -3867106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 32031 members 
Entering Unmasked Estep 
Score: -3867107.000000 Penalty: 3374.356934
	Iteration 30Q: 3 clusters Score -3867107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 32032 members 
Entering Unmasked Estep 
Score: -3867106.500000 Penalty: 3374.356934
	Iteration 31Q: 3 clusters Score -3867106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 32033 members 
Entering Unmasked Estep 
Score: -3867110.500000 Penalty: 3374.356934
	Iteration 32Q: 3 clusters Score -3867110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 32033 members 
Entering Unmasked Estep 
Score: -3867110.500000 Penalty: 3374.356934
	Iteration 33F: 3 clusters Score -3867110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Entering Unmasked Estep 
Score: -1784874.500000 Penalty: 1576.443115
	Iteration 0F: 2 clusters Score -1784874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1773548.375000 Penalty: 3152.886230
	Iteration 0F: 3 clusters Score -1773548 nChanged 7352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1777630.625000 Penalty: 3152.886230
	Iteration 1F: 3 clusters Score -1777631 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1777926.250000 Penalty: 3152.886230
	Iteration 2F: 3 clusters Score -1777926 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1778182.250000 Penalty: 3152.886230
	Iteration 3Q: 3 clusters Score -1778182 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1778400.500000 Penalty: 3152.886230
	Iteration 4Q: 3 clusters Score -1778400 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1778610.125000 Penalty: 3152.886230
	Iteration 5Q: 3 clusters Score -1778610 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1778806.750000 Penalty: 3152.886230
	Iteration 6Q: 3 clusters Score -1778807 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1778993.500000 Penalty: 3152.886230
	Iteration 7Q: 3 clusters Score -1778994 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1779200.125000 Penalty: 3152.886230
	Iteration 8Q: 3 clusters Score -1779200 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1779442.500000 Penalty: 3152.886230
	Iteration 9Q: 3 clusters Score -1779442 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1779731.375000 Penalty: 3152.886230
	Iteration 10Q: 3 clusters Score -1779731 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1780082.750000 Penalty: 3152.886230
	Iteration 11Q: 3 clusters Score -1780083 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1780539.625000 Penalty: 3152.886230
	Iteration 12Q: 3 clusters Score -1780540 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1781040.250000 Penalty: 3152.886230
	Iteration 13Q: 3 clusters Score -1781040 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1781490.250000 Penalty: 3152.886230
	Iteration 14Q: 3 clusters Score -1781490 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1781778.500000 Penalty: 3152.886230
	Iteration 15Q: 3 clusters Score -1781778 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1781946.375000 Penalty: 3152.886230
	Iteration 16Q: 3 clusters Score -1781946 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1782071.375000 Penalty: 3152.886230
	Iteration 17Q: 3 clusters Score -1782071 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1782192.875000 Penalty: 3152.886230
	Iteration 18Q: 3 clusters Score -1782193 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1782298.500000 Penalty: 3152.886230
	Iteration 19Q: 3 clusters Score -1782298 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1782380.250000 Penalty: 3152.886230
	Iteration 20F: 3 clusters Score -1782380 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1782465.250000 Penalty: 3152.886230
	Iteration 21Q: 3 clusters Score -1782465 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -1782555.750000 Penalty: 3152.886230
	Iteration 22Q: 3 clusters Score -1782556 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1782623.875000 Penalty: 3152.886230
	Iteration 23Q: 3 clusters Score -1782624 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1782680.000000 Penalty: 3152.886230
	Iteration 24Q: 3 clusters Score -1782680 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -1782727.875000 Penalty: 3152.886230
	Iteration 25Q: 3 clusters Score -1782728 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1782764.000000 Penalty: 3152.886230
	Iteration 26Q: 3 clusters Score -1782764 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1782794.500000 Penalty: 3152.886230
	Iteration 27Q: 3 clusters Score -1782794 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -1782815.000000 Penalty: 3152.886230
	Iteration 28Q: 3 clusters Score -1782815 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1782835.250000 Penalty: 3152.886230
	Iteration 29Q: 3 clusters Score -1782835 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -1782854.125000 Penalty: 3152.886230
	Iteration 30Q: 3 clusters Score -1782854 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -1782874.625000 Penalty: 3152.886230
	Iteration 31Q: 3 clusters Score -1782875 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1782892.750000 Penalty: 3152.886230
	Iteration 32Q: 3 clusters Score -1782893 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1782913.000000 Penalty: 3152.886230
	Iteration 33Q: 3 clusters Score -1782913 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -1782935.125000 Penalty: 3152.886230
	Iteration 34Q: 3 clusters Score -1782935 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1782947.625000 Penalty: 3152.886230
	Iteration 35Q: 3 clusters Score -1782948 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -1782964.750000 Penalty: 3152.886230
	Iteration 36Q: 3 clusters Score -1782965 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -1782977.750000 Penalty: 3152.886230
	Iteration 37Q: 3 clusters Score -1782978 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -1783000.875000 Penalty: 3152.886230
	Iteration 38Q: 3 clusters Score -1783001 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1783013.375000 Penalty: 3152.886230
	Iteration 39Q: 3 clusters Score -1783013 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1783028.250000 Penalty: 3152.886230
	Iteration 40F: 3 clusters Score -1783028 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -1783045.500000 Penalty: 3152.886230
	Iteration 41Q: 3 clusters Score -1783046 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -1783051.625000 Penalty: 3152.886230
	Iteration 42Q: 3 clusters Score -1783052 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -1783052.875000 Penalty: 3152.886230
	Iteration 43Q: 3 clusters Score -1783053 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -1783060.375000 Penalty: 3152.886230
	Iteration 44Q: 3 clusters Score -1783060 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -1783065.125000 Penalty: 3152.886230
	Iteration 45Q: 3 clusters Score -1783065 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -1783068.000000 Penalty: 3152.886230
	Iteration 46Q: 3 clusters Score -1783068 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -1783075.125000 Penalty: 3152.886230
	Iteration 47Q: 3 clusters Score -1783075 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -1783080.625000 Penalty: 3152.886230
	Iteration 48Q: 3 clusters Score -1783081 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -1783079.625000 Penalty: 3152.886230
	Iteration 49Q: 3 clusters Score -1783080 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -1783086.500000 Penalty: 3152.886230
	Iteration 50Q: 3 clusters Score -1783086 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -1783093.250000 Penalty: 3152.886230
	Iteration 51Q: 3 clusters Score -1783093 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1783094.875000 Penalty: 3152.886230
	Iteration 52Q: 3 clusters Score -1783095 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -1783099.875000 Penalty: 3152.886230
	Iteration 53Q: 3 clusters Score -1783100 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -1783100.875000 Penalty: 3152.886230
	Iteration 54Q: 3 clusters Score -1783101 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -1783105.250000 Penalty: 3152.886230
	Iteration 55Q: 3 clusters Score -1783105 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -1783109.250000 Penalty: 3152.886230
	Iteration 56Q: 3 clusters Score -1783109 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -1783110.500000 Penalty: 3152.886230
	Iteration 57Q: 3 clusters Score -1783110 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -1783115.000000 Penalty: 3152.886230
	Iteration 58Q: 3 clusters Score -1783115 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -1783120.250000 Penalty: 3152.886230
	Iteration 59Q: 3 clusters Score -1783120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -1783123.625000 Penalty: 3152.886230
	Iteration 60F: 3 clusters Score -1783124 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -1783128.750000 Penalty: 3152.886230
	Iteration 61Q: 3 clusters Score -1783129 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -1783137.125000 Penalty: 3152.886230
	Iteration 62Q: 3 clusters Score -1783137 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -1783134.125000 Penalty: 3152.886230
	Iteration 63Q: 3 clusters Score -1783134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -1783141.125000 Penalty: 3152.886230
	Iteration 64Q: 3 clusters Score -1783141 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -1783143.000000 Penalty: 3152.886230
	Iteration 65Q: 3 clusters Score -1783143 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -1783146.375000 Penalty: 3152.886230
	Iteration 66Q: 3 clusters Score -1783146 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -1783147.500000 Penalty: 3152.886230
	Iteration 67Q: 3 clusters Score -1783148 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -1783156.750000 Penalty: 3152.886230
	Iteration 68Q: 3 clusters Score -1783157 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -1783163.250000 Penalty: 3152.886230
	Iteration 69Q: 3 clusters Score -1783163 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -1783167.250000 Penalty: 3152.886230
	Iteration 70Q: 3 clusters Score -1783167 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -1783168.875000 Penalty: 3152.886230
	Iteration 71Q: 3 clusters Score -1783169 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -1783167.625000 Penalty: 3152.886230
	Iteration 72Q: 3 clusters Score -1783168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -1783171.750000 Penalty: 3152.886230
	Iteration 73Q: 3 clusters Score -1783172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -1783169.000000 Penalty: 3152.886230
	Iteration 74Q: 3 clusters Score -1783169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -1783174.000000 Penalty: 3152.886230
	Iteration 75Q: 3 clusters Score -1783174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -1783173.875000 Penalty: 3152.886230
	Iteration 76Q: 3 clusters Score -1783174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -1783174.250000 Penalty: 3152.886230
	Iteration 77Q: 3 clusters Score -1783174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -1783180.750000 Penalty: 3152.886230
	Iteration 78Q: 3 clusters Score -1783181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1783181.000000 Penalty: 3152.886230
	Iteration 79Q: 3 clusters Score -1783181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -1783181.500000 Penalty: 3152.886230
	Iteration 80F: 3 clusters Score -1783182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -1783180.500000 Penalty: 3152.886230
	Iteration 81Q: 3 clusters Score -1783180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -1783182.500000 Penalty: 3152.886230
	Iteration 82Q: 3 clusters Score -1783182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -1783184.750000 Penalty: 3152.886230
	Iteration 83Q: 3 clusters Score -1783185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -1783184.000000 Penalty: 3152.886230
	Iteration 84Q: 3 clusters Score -1783184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -1783187.125000 Penalty: 3152.886230
	Iteration 85Q: 3 clusters Score -1783187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -1783186.750000 Penalty: 3152.886230
	Iteration 86Q: 3 clusters Score -1783187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -1783186.000000 Penalty: 3152.886230
	Iteration 87Q: 3 clusters Score -1783186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -1783186.750000 Penalty: 3152.886230
	Iteration 88Q: 3 clusters Score -1783187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -1783187.500000 Penalty: 3152.886230
	Iteration 89Q: 3 clusters Score -1783188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -1783188.625000 Penalty: 3152.886230
	Iteration 90Q: 3 clusters Score -1783189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -1783189.375000 Penalty: 3152.886230
	Iteration 91Q: 3 clusters Score -1783189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -1783189.375000 Penalty: 3152.886230
	Iteration 92F: 3 clusters Score -1783189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Entering Unmasked Estep 
Score: -819190.250000 Penalty: 1438.767090
	Iteration 0F: 2 clusters Score -819190.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -813922.937500 Penalty: 2877.534180
	Iteration 0F: 3 clusters Score -813922.9 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -815489.875000 Penalty: 2877.534180
	Iteration 1F: 3 clusters Score -815489.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -815667.687500 Penalty: 2877.534180
	Iteration 2F: 3 clusters Score -815667.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -815797.625000 Penalty: 2877.534180
	Iteration 3Q: 3 clusters Score -815797.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -815889.875000 Penalty: 2877.534180
	Iteration 4Q: 3 clusters Score -815889.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -815959.312500 Penalty: 2877.534180
	Iteration 5Q: 3 clusters Score -815959.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -816013.937500 Penalty: 2877.534180
	Iteration 6Q: 3 clusters Score -816013.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -816059.750000 Penalty: 2877.534180
	Iteration 7Q: 3 clusters Score -816059.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -816116.125000 Penalty: 2877.534180
	Iteration 8Q: 3 clusters Score -816116.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -816169.000000 Penalty: 2877.534180
	Iteration 9Q: 3 clusters Score -816169 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -816225.875000 Penalty: 2877.534180
	Iteration 10Q: 3 clusters Score -816225.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -816282.812500 Penalty: 2877.534180
	Iteration 11Q: 3 clusters Score -816282.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -816344.875000 Penalty: 2877.534180
	Iteration 12Q: 3 clusters Score -816344.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -816415.500000 Penalty: 2877.534180
	Iteration 13Q: 3 clusters Score -816415.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -816495.312500 Penalty: 2877.534180
	Iteration 14Q: 3 clusters Score -816495.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -816605.000000 Penalty: 2877.534180
	Iteration 15Q: 3 clusters Score -816605 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -816727.000000 Penalty: 2877.534180
	Iteration 16Q: 3 clusters Score -816727 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -816870.875000 Penalty: 2877.534180
	Iteration 17Q: 3 clusters Score -816870.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -817015.312500 Penalty: 2877.534180
	Iteration 18Q: 3 clusters Score -817015.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -817141.125000 Penalty: 2877.534180
	Iteration 19Q: 3 clusters Score -817141.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -817257.437500 Penalty: 2877.534180
	Iteration 20F: 3 clusters Score -817257.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -817361.250000 Penalty: 2877.534180
	Iteration 21Q: 3 clusters Score -817361.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -817466.750000 Penalty: 2877.534180
	Iteration 22Q: 3 clusters Score -817466.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -817556.812500 Penalty: 2877.534180
	Iteration 23Q: 3 clusters Score -817556.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -817619.750000 Penalty: 2877.534180
	Iteration 24Q: 3 clusters Score -817619.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -817680.437500 Penalty: 2877.534180
	Iteration 25Q: 3 clusters Score -817680.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -817723.125000 Penalty: 2877.534180
	Iteration 26Q: 3 clusters Score -817723.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -817749.625000 Penalty: 2877.534180
	Iteration 27Q: 3 clusters Score -817749.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -817773.250000 Penalty: 2877.534180
	Iteration 28Q: 3 clusters Score -817773.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -817794.812500 Penalty: 2877.534180
	Iteration 29Q: 3 clusters Score -817794.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -817814.687500 Penalty: 2877.534180
	Iteration 30Q: 3 clusters Score -817814.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -817829.750000 Penalty: 2877.534180
	Iteration 31Q: 3 clusters Score -817829.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -817844.500000 Penalty: 2877.534180
	Iteration 32Q: 3 clusters Score -817844.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -817856.875000 Penalty: 2877.534180
	Iteration 33Q: 3 clusters Score -817856.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -817866.562500 Penalty: 2877.534180
	Iteration 34Q: 3 clusters Score -817866.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -817885.750000 Penalty: 2877.534180
	Iteration 35Q: 3 clusters Score -817885.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -817899.250000 Penalty: 2877.534180
	Iteration 36Q: 3 clusters Score -817899.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -817910.312500 Penalty: 2877.534180
	Iteration 37Q: 3 clusters Score -817910.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -817919.187500 Penalty: 2877.534180
	Iteration 38Q: 3 clusters Score -817919.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -817925.437500 Penalty: 2877.534180
	Iteration 39Q: 3 clusters Score -817925.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -817926.312500 Penalty: 2877.534180
	Iteration 40F: 3 clusters Score -817926.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -817928.750000 Penalty: 2877.534180
	Iteration 41Q: 3 clusters Score -817928.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -817927.750000 Penalty: 2877.534180
	Iteration 42Q: 3 clusters Score -817927.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -817928.250000 Penalty: 2877.534180
	Iteration 43Q: 3 clusters Score -817928.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -817928.000000 Penalty: 2877.534180
	Iteration 44Q: 3 clusters Score -817928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -817929.437500 Penalty: 2877.534180
	Iteration 45Q: 3 clusters Score -817929.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -817931.500000 Penalty: 2877.534180
	Iteration 46Q: 3 clusters Score -817931.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -817934.687500 Penalty: 2877.534180
	Iteration 47Q: 3 clusters Score -817934.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -817937.500000 Penalty: 2877.534180
	Iteration 48Q: 3 clusters Score -817937.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -817945.250000 Penalty: 2877.534180
	Iteration 49Q: 3 clusters Score -817945.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -817953.500000 Penalty: 2877.534180
	Iteration 50Q: 3 clusters Score -817953.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -817958.500000 Penalty: 2877.534180
	Iteration 51Q: 3 clusters Score -817958.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -817964.187500 Penalty: 2877.534180
	Iteration 52Q: 3 clusters Score -817964.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -817965.812500 Penalty: 2877.534180
	Iteration 53Q: 3 clusters Score -817965.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -817968.750000 Penalty: 2877.534180
	Iteration 54Q: 3 clusters Score -817968.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -817972.062500 Penalty: 2877.534180
	Iteration 55Q: 3 clusters Score -817972.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -817973.125000 Penalty: 2877.534180
	Iteration 56Q: 3 clusters Score -817973.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -817975.250000 Penalty: 2877.534180
	Iteration 57Q: 3 clusters Score -817975.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -817975.250000 Penalty: 2877.534180
	Iteration 58F: 3 clusters Score -817975.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (74165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74165 members 
Entering Unmasked Estep 
Score: -8439544.000000 Penalty: 1822.282715
	Iteration 0F: 2 clusters Score -8439544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37088 members 
Mstep: Class 2 contains 37077 members 
Entering Unmasked Estep 
Score: -8389726.000000 Penalty: 3644.565430
	Iteration 0F: 3 clusters Score -8389726 nChanged 35438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 36995 members 
Entering Unmasked Estep 
Score: -8409903.000000 Penalty: 3644.565430
	Iteration 1F: 3 clusters Score -8409903 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36969 members 
Mstep: Class 2 contains 37196 members 
Entering Unmasked Estep 
Score: -8410601.000000 Penalty: 3644.565430
	Iteration 2Q: 3 clusters Score -8410601 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36715 members 
Mstep: Class 2 contains 37450 members 
Entering Unmasked Estep 
Score: -8411230.000000 Penalty: 3644.565430
	Iteration 3Q: 3 clusters Score -8411230 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36306 members 
Mstep: Class 2 contains 37859 members 
Entering Unmasked Estep 
Score: -8412026.000000 Penalty: 3644.565430
	Iteration 4Q: 3 clusters Score -8412026 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35835 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -8413017.000000 Penalty: 3644.565430
	Iteration 5Q: 3 clusters Score -8413017 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35265 members 
Mstep: Class 2 contains 38900 members 
Entering Unmasked Estep 
Score: -8414401.000000 Penalty: 3644.565430
	Iteration 6Q: 3 clusters Score -8414401 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 39525 members 
Entering Unmasked Estep 
Score: -8416271.000000 Penalty: 3644.565430
	Iteration 7Q: 3 clusters Score -8416271 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34033 members 
Mstep: Class 2 contains 40132 members 
Entering Unmasked Estep 
Score: -8418957.000000 Penalty: 3644.565430
	Iteration 8F: 3 clusters Score -8418957 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 40541 members 
Entering Unmasked Estep 
Score: -8422291.000000 Penalty: 3644.565430
	Iteration 9F: 3 clusters Score -8422291 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33449 members 
Mstep: Class 2 contains 40716 members 
Entering Unmasked Estep 
Score: -8425127.000000 Penalty: 3644.565430
	Iteration 10F: 3 clusters Score -8425127 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33247 members 
Mstep: Class 2 contains 40918 members 
Entering Unmasked Estep 
Score: -8426477.000000 Penalty: 3644.565430
	Iteration 11Q: 3 clusters Score -8426477 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33045 members 
Mstep: Class 2 contains 41120 members 
Entering Unmasked Estep 
Score: -8426838.000000 Penalty: 3644.565430
	Iteration 12Q: 3 clusters Score -8426838 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32838 members 
Mstep: Class 2 contains 41327 members 
Entering Unmasked Estep 
Score: -8426986.000000 Penalty: 3644.565430
	Iteration 13Q: 3 clusters Score -8426986 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32621 members 
Mstep: Class 2 contains 41544 members 
Entering Unmasked Estep 
Score: -8427040.000000 Penalty: 3644.565430
	Iteration 14Q: 3 clusters Score -8427040 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 41749 members 
Entering Unmasked Estep 
Score: -8427121.000000 Penalty: 3644.565430
	Iteration 15Q: 3 clusters Score -8427121 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32255 members 
Mstep: Class 2 contains 41910 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 32117 members 
Mstep: Class 2 contains 42048 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31989 members 
Mstep: Class 2 contains 42176 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31862 members 
Mstep: Class 2 contains 42303 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31726 members 
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Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8427389 nChanged 445
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Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 42568 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31432 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 42870 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8427463 nChanged 363
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Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 42997 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31063 members 
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Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8427535 nChanged 375
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Mstep: Class 1 contains 30930 members 
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Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8427609 nChanged 366
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Mstep: Class 1 contains 30798 members 
Mstep: Class 2 contains 43367 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8427643 nChanged 356
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Mstep: Class 2 contains 43497 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 43627 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30412 members 
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Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8427723 nChanged 371
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Mstep: Class 1 contains 30281 members 
Mstep: Class 2 contains 43884 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8427769 nChanged 344
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Mstep: Class 1 contains 30163 members 
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Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8427779 nChanged 304
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Mstep: Class 1 contains 30047 members 
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Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8427817 nChanged 313
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Mstep: Class 1 contains 29934 members 
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Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8427837 nChanged 294
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Mstep: Class 1 contains 29828 members 
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8427892 nChanged 277
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Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 44450 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8427915 nChanged 251
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8427939 nChanged 235
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Mstep: Class 1 contains 29501 members 
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8427926 nChanged 246
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Mstep: Class 1 contains 29371 members 
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8427974 nChanged 244
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Mstep: Class 1 contains 29247 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8427984 nChanged 251
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Mstep: Class 1 contains 29100 members 
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Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8427984 nChanged 248
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Mstep: Class 1 contains 28958 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 28811 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 28659 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8428112 nChanged 229
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	Iteration 49Q: 3 clusters Score -8428117 nChanged 224
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8428198 nChanged 261
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 25470 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8428300 nChanged 379
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8428374 nChanged 385
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8428408 nChanged 430
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8428512 nChanged 497
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	Iteration 66Q: 3 clusters Score -8428839 nChanged 703
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	Iteration 68Q: 3 clusters Score -8429117 nChanged 770
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	Iteration 69Q: 3 clusters Score -8429274 nChanged 839
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	Iteration 71Q: 3 clusters Score -8429681 nChanged 968
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	Iteration 72Q: 3 clusters Score -8429945 nChanged 1022
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	Iteration 74Q: 3 clusters Score -8430611 nChanged 1132
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	Iteration 76Q: 3 clusters Score -8431422 nChanged 1246
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	Iteration 77Q: 3 clusters Score -8431918 nChanged 1293
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	Iteration 78Q: 3 clusters Score -8432437 nChanged 1295
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	Iteration 79Q: 3 clusters Score -8433050 nChanged 1289
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	Iteration 80F: 3 clusters Score -8433686 nChanged 1219
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	Iteration 81Q: 3 clusters Score -8434300 nChanged 1199
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	Iteration 82Q: 3 clusters Score -8435004 nChanged 1092
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	Iteration 83Q: 3 clusters Score -8435719 nChanged 898
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	Iteration 84Q: 3 clusters Score -8436329 nChanged 704
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	Iteration 86Q: 3 clusters Score -8437219 nChanged 365
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	Iteration 96Q: 3 clusters Score -8438040 nChanged 14
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	Iteration 97Q: 3 clusters Score -8438049 nChanged 10
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	Iteration 98Q: 3 clusters Score -8438060 nChanged 11
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	Iteration 99Q: 3 clusters Score -8438069 nChanged 6
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	Iteration 100F: 3 clusters Score -8438071 nChanged 6
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8438075 nChanged 9
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	Iteration 102Q: 3 clusters Score -8438086 nChanged 6
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	Iteration 103Q: 3 clusters Score -8438086 nChanged 2
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	Iteration 104Q: 3 clusters Score -8438087 nChanged 1
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	Iteration 105Q: 3 clusters Score -8438087 nChanged 1
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	Iteration 106Q: 3 clusters Score -8438092 nChanged 3
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	Iteration 107Q: 3 clusters Score -8438090 nChanged 3
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	Iteration 108Q: 3 clusters Score -8438093 nChanged 3
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Entering Unmasked Estep 
Score: -8438096.000000 Penalty: 3644.565430
	Iteration 109Q: 3 clusters Score -8438096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 73795 members 
Entering Unmasked Estep 
Score: -8438101.000000 Penalty: 3644.565430
	Iteration 110Q: 3 clusters Score -8438101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 73793 members 
Entering Unmasked Estep 
Score: -8438101.000000 Penalty: 3644.565430
	Iteration 111Q: 3 clusters Score -8438101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 73792 members 
Entering Unmasked Estep 
Score: -8438105.000000 Penalty: 3644.565430
	Iteration 112Q: 3 clusters Score -8438105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 73790 members 
Entering Unmasked Estep 
Score: -8438098.000000 Penalty: 3644.565430
	Iteration 113Q: 3 clusters Score -8438098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 73790 members 
Entering Unmasked Estep 
Score: -8438098.000000 Penalty: 3644.565430
	Iteration 114F: 3 clusters Score -8438098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Entering Unmasked Estep 
Score: -445243.093750 Penalty: 1354.468628
	Iteration 0F: 2 clusters Score -445243.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -441756.531250 Penalty: 2708.937256
	Iteration 0F: 3 clusters Score -441756.5 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -442887.281250 Penalty: 2708.937256
	Iteration 1F: 3 clusters Score -442887.3 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -443168.718750 Penalty: 2708.937256
	Iteration 2F: 3 clusters Score -443168.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -443336.593750 Penalty: 2708.937256
	Iteration 3F: 3 clusters Score -443336.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -443430.812500 Penalty: 2708.937256
	Iteration 4Q: 3 clusters Score -443430.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -443500.250000 Penalty: 2708.937256
	Iteration 5Q: 3 clusters Score -443500.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -443550.187500 Penalty: 2708.937256
	Iteration 6Q: 3 clusters Score -443550.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -443595.343750 Penalty: 2708.937256
	Iteration 7Q: 3 clusters Score -443595.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -443631.906250 Penalty: 2708.937256
	Iteration 8Q: 3 clusters Score -443631.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -443665.156250 Penalty: 2708.937256
	Iteration 9Q: 3 clusters Score -443665.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -443701.375000 Penalty: 2708.937256
	Iteration 10Q: 3 clusters Score -443701.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -443741.625000 Penalty: 2708.937256
	Iteration 11Q: 3 clusters Score -443741.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -443788.250000 Penalty: 2708.937256
	Iteration 12Q: 3 clusters Score -443788.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -443834.531250 Penalty: 2708.937256
	Iteration 13Q: 3 clusters Score -443834.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -443872.812500 Penalty: 2708.937256
	Iteration 14Q: 3 clusters Score -443872.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -443899.781250 Penalty: 2708.937256
	Iteration 15Q: 3 clusters Score -443899.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -443922.125000 Penalty: 2708.937256
	Iteration 16Q: 3 clusters Score -443922.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -443942.625000 Penalty: 2708.937256
	Iteration 17Q: 3 clusters Score -443942.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -443958.312500 Penalty: 2708.937256
	Iteration 18Q: 3 clusters Score -443958.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -443980.593750 Penalty: 2708.937256
	Iteration 19Q: 3 clusters Score -443980.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -444003.625000 Penalty: 2708.937256
	Iteration 20F: 3 clusters Score -444003.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -444026.312500 Penalty: 2708.937256
	Iteration 21Q: 3 clusters Score -444026.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -444046.500000 Penalty: 2708.937256
	Iteration 22Q: 3 clusters Score -444046.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -444063.468750 Penalty: 2708.937256
	Iteration 23Q: 3 clusters Score -444063.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -444075.781250 Penalty: 2708.937256
	Iteration 24Q: 3 clusters Score -444075.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -444090.625000 Penalty: 2708.937256
	Iteration 25Q: 3 clusters Score -444090.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -444107.125000 Penalty: 2708.937256
	Iteration 26Q: 3 clusters Score -444107.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -444116.937500 Penalty: 2708.937256
	Iteration 27Q: 3 clusters Score -444116.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -444130.781250 Penalty: 2708.937256
	Iteration 28Q: 3 clusters Score -444130.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -444138.062500 Penalty: 2708.937256
	Iteration 29Q: 3 clusters Score -444138.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -444141.906250 Penalty: 2708.937256
	Iteration 30Q: 3 clusters Score -444141.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -444144.968750 Penalty: 2708.937256
	Iteration 31Q: 3 clusters Score -444145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -444148.343750 Penalty: 2708.937256
	Iteration 32Q: 3 clusters Score -444148.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -444153.500000 Penalty: 2708.937256
	Iteration 33Q: 3 clusters Score -444153.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -444156.437500 Penalty: 2708.937256
	Iteration 34Q: 3 clusters Score -444156.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -444159.687500 Penalty: 2708.937256
	Iteration 35Q: 3 clusters Score -444159.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -444160.812500 Penalty: 2708.937256
	Iteration 36Q: 3 clusters Score -444160.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -444161.031250 Penalty: 2708.937256
	Iteration 37Q: 3 clusters Score -444161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -444161.500000 Penalty: 2708.937256
	Iteration 38Q: 3 clusters Score -444161.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -444161.281250 Penalty: 2708.937256
	Iteration 39Q: 3 clusters Score -444161.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -444161.968750 Penalty: 2708.937256
	Iteration 40F: 3 clusters Score -444162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -444163.531250 Penalty: 2708.937256
	Iteration 41Q: 3 clusters Score -444163.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -444163.812500 Penalty: 2708.937256
	Iteration 42Q: 3 clusters Score -444163.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -444164.937500 Penalty: 2708.937256
	Iteration 43Q: 3 clusters Score -444164.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -444165.250000 Penalty: 2708.937256
	Iteration 44Q: 3 clusters Score -444165.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -444165.250000 Penalty: 2708.937256
	Iteration 45F: 3 clusters Score -444165.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -45656.394531 Penalty: 1020.868347
	Iteration 0F: 2 clusters Score -45656.39 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 270 members 
Entering Unmasked Estep 
Score: -44667.789062 Penalty: 2041.736694
	Iteration 0F: 3 clusters Score -44667.79 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -44918.761719 Penalty: 2041.736694
	Iteration 1F: 3 clusters Score -44918.76 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -45062.593750 Penalty: 2041.736694
	Iteration 2F: 3 clusters Score -45062.59 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -45125.265625 Penalty: 2041.736694
	Iteration 3F: 3 clusters Score -45125.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -45173.890625 Penalty: 2041.736694
	Iteration 4Q: 3 clusters Score -45173.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -45193.855469 Penalty: 2041.736694
	Iteration 5Q: 3 clusters Score -45193.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -45209.414062 Penalty: 2041.736694
	Iteration 6Q: 3 clusters Score -45209.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -45216.222656 Penalty: 2041.736694
	Iteration 7Q: 3 clusters Score -45216.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -45220.515625 Penalty: 2041.736694
	Iteration 8Q: 3 clusters Score -45220.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -45225.449219 Penalty: 2041.736694
	Iteration 9Q: 3 clusters Score -45225.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -45236.644531 Penalty: 2041.736694
	Iteration 10Q: 3 clusters Score -45236.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -45244.398438 Penalty: 2041.736694
	Iteration 11Q: 3 clusters Score -45244.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -45247.531250 Penalty: 2041.736694
	Iteration 12Q: 3 clusters Score -45247.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -45250.691406 Penalty: 2041.736694
	Iteration 13Q: 3 clusters Score -45250.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -45261.773438 Penalty: 2041.736694
	Iteration 14Q: 3 clusters Score -45261.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -45261.773438 Penalty: 2041.736694
	Iteration 15F: 3 clusters Score -45261.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Entering Unmasked Estep 
Score: -187526.484375 Penalty: 1227.834595
	Iteration 0F: 2 clusters Score -187526.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -185508.890625 Penalty: 2455.669189
	Iteration 0F: 3 clusters Score -185508.9 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -186022.187500 Penalty: 2455.669189
	Iteration 1F: 3 clusters Score -186022.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -186207.875000 Penalty: 2455.669189
	Iteration 2F: 3 clusters Score -186207.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -186311.078125 Penalty: 2455.669189
	Iteration 3F: 3 clusters Score -186311.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -186383.000000 Penalty: 2455.669189
	Iteration 4Q: 3 clusters Score -186383 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -186447.796875 Penalty: 2455.669189
	Iteration 5Q: 3 clusters Score -186447.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -186505.718750 Penalty: 2455.669189
	Iteration 6Q: 3 clusters Score -186505.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -186535.453125 Penalty: 2455.669189
	Iteration 7Q: 3 clusters Score -186535.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -186567.125000 Penalty: 2455.669189
	Iteration 8Q: 3 clusters Score -186567.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -186585.593750 Penalty: 2455.669189
	Iteration 9Q: 3 clusters Score -186585.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -186598.921875 Penalty: 2455.669189
	Iteration 10Q: 3 clusters Score -186598.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -186611.859375 Penalty: 2455.669189
	Iteration 11Q: 3 clusters Score -186611.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -186631.609375 Penalty: 2455.669189
	Iteration 12Q: 3 clusters Score -186631.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -186656.203125 Penalty: 2455.669189
	Iteration 13Q: 3 clusters Score -186656.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -186673.250000 Penalty: 2455.669189
	Iteration 14Q: 3 clusters Score -186673.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -186691.015625 Penalty: 2455.669189
	Iteration 15Q: 3 clusters Score -186691 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -186704.578125 Penalty: 2455.669189
	Iteration 16Q: 3 clusters Score -186704.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -186713.031250 Penalty: 2455.669189
	Iteration 17Q: 3 clusters Score -186713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -186718.015625 Penalty: 2455.669189
	Iteration 18Q: 3 clusters Score -186718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -186725.187500 Penalty: 2455.669189
	Iteration 19Q: 3 clusters Score -186725.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -186726.468750 Penalty: 2455.669189
	Iteration 20F: 3 clusters Score -186726.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -186728.437500 Penalty: 2455.669189
	Iteration 21Q: 3 clusters Score -186728.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -186728.437500 Penalty: 2455.669189
	Iteration 22F: 3 clusters Score -186728.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -2859530.000000 Penalty: 1637.529541
	Iteration 0F: 2 clusters Score -2859530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -2843274.500000 Penalty: 3275.059082
	Iteration 0F: 3 clusters Score -2843274 nChanged 11000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -2849398.000000 Penalty: 3275.059082
	Iteration 1F: 3 clusters Score -2849398 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -2849747.750000 Penalty: 3275.059082
	Iteration 2Q: 3 clusters Score -2849748 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -2850151.000000 Penalty: 3275.059082
	Iteration 3Q: 3 clusters Score -2850151 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -2850668.000000 Penalty: 3275.059082
	Iteration 4Q: 3 clusters Score -2850668 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -2851561.500000 Penalty: 3275.059082
	Iteration 5F: 3 clusters Score -2851562 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -2852978.500000 Penalty: 3275.059082
	Iteration 6F: 3 clusters Score -2852978 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -2854711.000000 Penalty: 3275.059082
	Iteration 7F: 3 clusters Score -2854711 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -2856022.750000 Penalty: 3275.059082
	Iteration 8F: 3 clusters Score -2856023 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -2856697.000000 Penalty: 3275.059082
	Iteration 9Q: 3 clusters Score -2856697 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -2857075.250000 Penalty: 3275.059082
	Iteration 10Q: 3 clusters Score -2857075 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -2857311.500000 Penalty: 3275.059082
	Iteration 11Q: 3 clusters Score -2857312 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -2857401.750000 Penalty: 3275.059082
	Iteration 12Q: 3 clusters Score -2857402 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -2857497.750000 Penalty: 3275.059082
	Iteration 13Q: 3 clusters Score -2857498 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -2857492.750000 Penalty: 3275.059082
	Iteration 14Q: 3 clusters Score -2857493 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -2857495.250000 Penalty: 3275.059082
	Iteration 15Q: 3 clusters Score -2857495 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -2857552.250000 Penalty: 3275.059082
	Iteration 16Q: 3 clusters Score -2857552 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -2857654.250000 Penalty: 3275.059082
	Iteration 17Q: 3 clusters Score -2857654 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -2857661.500000 Penalty: 3275.059082
	Iteration 18Q: 3 clusters Score -2857662 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -2857633.000000 Penalty: 3275.059082
	Iteration 19Q: 3 clusters Score -2857633 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -2857665.500000 Penalty: 3275.059082
	Iteration 20F: 3 clusters Score -2857666 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -2857659.750000 Penalty: 3275.059082
	Iteration 21Q: 3 clusters Score -2857660 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -2857621.250000 Penalty: 3275.059082
	Iteration 22Q: 3 clusters Score -2857621 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -2857685.750000 Penalty: 3275.059082
	Iteration 23Q: 3 clusters Score -2857686 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -2857689.500000 Penalty: 3275.059082
	Iteration 24Q: 3 clusters Score -2857690 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -2857687.750000 Penalty: 3275.059082
	Iteration 25Q: 3 clusters Score -2857688 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -2857680.250000 Penalty: 3275.059082
	Iteration 26Q: 3 clusters Score -2857680 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -2857680.750000 Penalty: 3275.059082
	Iteration 27Q: 3 clusters Score -2857681 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -2857653.750000 Penalty: 3275.059082
	Iteration 28Q: 3 clusters Score -2857654 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -2857693.250000 Penalty: 3275.059082
	Iteration 29Q: 3 clusters Score -2857693 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -2857702.000000 Penalty: 3275.059082
	Iteration 30Q: 3 clusters Score -2857702 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -2857705.750000 Penalty: 3275.059082
	Iteration 31Q: 3 clusters Score -2857706 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -2857688.000000 Penalty: 3275.059082
	Iteration 32Q: 3 clusters Score -2857688 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -2857698.500000 Penalty: 3275.059082
	Iteration 33Q: 3 clusters Score -2857698 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -2857692.500000 Penalty: 3275.059082
	Iteration 34Q: 3 clusters Score -2857692 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -2857701.750000 Penalty: 3275.059082
	Iteration 35Q: 3 clusters Score -2857702 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -2857685.250000 Penalty: 3275.059082
	Iteration 36Q: 3 clusters Score -2857685 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -2857706.500000 Penalty: 3275.059082
	Iteration 37Q: 3 clusters Score -2857706 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -2857689.250000 Penalty: 3275.059082
	Iteration 38Q: 3 clusters Score -2857689 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -2857695.500000 Penalty: 3275.059082
	Iteration 39Q: 3 clusters Score -2857696 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -2857687.250000 Penalty: 3275.059082
	Iteration 40F: 3 clusters Score -2857687 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -2857693.250000 Penalty: 3275.059082
	Iteration 41Q: 3 clusters Score -2857693 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -2857694.500000 Penalty: 3275.059082
	Iteration 42Q: 3 clusters Score -2857694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -2857686.250000 Penalty: 3275.059082
	Iteration 43Q: 3 clusters Score -2857686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -2857704.500000 Penalty: 3275.059082
	Iteration 44Q: 3 clusters Score -2857704 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -2857708.500000 Penalty: 3275.059082
	Iteration 45Q: 3 clusters Score -2857708 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -2857716.750000 Penalty: 3275.059082
	Iteration 46Q: 3 clusters Score -2857717 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -2857714.750000 Penalty: 3275.059082
	Iteration 47Q: 3 clusters Score -2857715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -2857720.000000 Penalty: 3275.059082
	Iteration 48Q: 3 clusters Score -2857720 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -2857693.500000 Penalty: 3275.059082
	Iteration 49Q: 3 clusters Score -2857694 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -2857715.250000 Penalty: 3275.059082
	Iteration 50Q: 3 clusters Score -2857715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -2857709.000000 Penalty: 3275.059082
	Iteration 51Q: 3 clusters Score -2857709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -2857697.000000 Penalty: 3275.059082
	Iteration 52Q: 3 clusters Score -2857697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -2857681.000000 Penalty: 3275.059082
	Iteration 53Q: 3 clusters Score -2857681 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -2857674.250000 Penalty: 3275.059082
	Iteration 54Q: 3 clusters Score -2857674 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -2857715.750000 Penalty: 3275.059082
	Iteration 55Q: 3 clusters Score -2857716 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -2857702.750000 Penalty: 3275.059082
	Iteration 56Q: 3 clusters Score -2857703 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -2857698.500000 Penalty: 3275.059082
	Iteration 57Q: 3 clusters Score -2857698 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -2857710.500000 Penalty: 3275.059082
	Iteration 58Q: 3 clusters Score -2857710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -2857719.500000 Penalty: 3275.059082
	Iteration 59Q: 3 clusters Score -2857720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -2857709.750000 Penalty: 3275.059082
	Iteration 60F: 3 clusters Score -2857710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -2857719.000000 Penalty: 3275.059082
	Iteration 61Q: 3 clusters Score -2857719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -2857715.500000 Penalty: 3275.059082
	Iteration 62Q: 3 clusters Score -2857716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -2857700.250000 Penalty: 3275.059082
	Iteration 63Q: 3 clusters Score -2857700 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -2857712.250000 Penalty: 3275.059082
	Iteration 64Q: 3 clusters Score -2857712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -2857691.000000 Penalty: 3275.059082
	Iteration 65Q: 3 clusters Score -2857691 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -2857704.500000 Penalty: 3275.059082
	Iteration 66Q: 3 clusters Score -2857704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -2857692.000000 Penalty: 3275.059082
	Iteration 67Q: 3 clusters Score -2857692 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -2857693.500000 Penalty: 3275.059082
	Iteration 68Q: 3 clusters Score -2857694 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -2857698.250000 Penalty: 3275.059082
	Iteration 69Q: 3 clusters Score -2857698 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -2857692.000000 Penalty: 3275.059082
	Iteration 70Q: 3 clusters Score -2857692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -2857686.500000 Penalty: 3275.059082
	Iteration 71Q: 3 clusters Score -2857686 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -2857705.250000 Penalty: 3275.059082
	Iteration 72Q: 3 clusters Score -2857705 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -2857682.000000 Penalty: 3275.059082
	Iteration 73Q: 3 clusters Score -2857682 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -2857664.750000 Penalty: 3275.059082
	Iteration 74Q: 3 clusters Score -2857665 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -2857696.250000 Penalty: 3275.059082
	Iteration 75Q: 3 clusters Score -2857696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -2857703.750000 Penalty: 3275.059082
	Iteration 76Q: 3 clusters Score -2857704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -2857709.000000 Penalty: 3275.059082
	Iteration 77Q: 3 clusters Score -2857709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -2857689.500000 Penalty: 3275.059082
	Iteration 78Q: 3 clusters Score -2857690 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -2857691.500000 Penalty: 3275.059082
	Iteration 79Q: 3 clusters Score -2857692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -2857694.750000 Penalty: 3275.059082
	Iteration 80F: 3 clusters Score -2857695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -2857687.750000 Penalty: 3275.059082
	Iteration 81Q: 3 clusters Score -2857688 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -2857668.500000 Penalty: 3275.059082
	Iteration 82Q: 3 clusters Score -2857668 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -2857701.750000 Penalty: 3275.059082
	Iteration 83Q: 3 clusters Score -2857702 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -2857704.250000 Penalty: 3275.059082
	Iteration 84Q: 3 clusters Score -2857704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -2857708.000000 Penalty: 3275.059082
	Iteration 85Q: 3 clusters Score -2857708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -2857699.750000 Penalty: 3275.059082
	Iteration 86Q: 3 clusters Score -2857700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -2857699.750000 Penalty: 3275.059082
	Iteration 87F: 3 clusters Score -2857700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Entering Unmasked Estep 
Score: -70902.031250 Penalty: 1062.212402
	Iteration 0F: 2 clusters Score -70902.03 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 370 members 
Entering Unmasked Estep 
Score: -69711.578125 Penalty: 2124.424805
	Iteration 0F: 3 clusters Score -69711.58 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -69905.875000 Penalty: 2124.424805
	Iteration 1F: 3 clusters Score -69905.88 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -69959.367188 Penalty: 2124.424805
	Iteration 2F: 3 clusters Score -69959.37 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -69988.468750 Penalty: 2124.424805
	Iteration 3Q: 3 clusters Score -69988.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -70008.179688 Penalty: 2124.424805
	Iteration 4Q: 3 clusters Score -70008.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -70026.484375 Penalty: 2124.424805
	Iteration 5Q: 3 clusters Score -70026.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -70046.726562 Penalty: 2124.424805
	Iteration 6Q: 3 clusters Score -70046.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -70090.820312 Penalty: 2124.424805
	Iteration 7Q: 3 clusters Score -70090.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -70117.140625 Penalty: 2124.424805
	Iteration 8Q: 3 clusters Score -70117.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -70127.875000 Penalty: 2124.424805
	Iteration 9Q: 3 clusters Score -70127.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -70134.632812 Penalty: 2124.424805
	Iteration 10Q: 3 clusters Score -70134.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -70148.265625 Penalty: 2124.424805
	Iteration 11Q: 3 clusters Score -70148.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -70160.718750 Penalty: 2124.424805
	Iteration 12Q: 3 clusters Score -70160.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -70166.390625 Penalty: 2124.424805
	Iteration 13Q: 3 clusters Score -70166.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -70170.304688 Penalty: 2124.424805
	Iteration 14Q: 3 clusters Score -70170.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -70174.734375 Penalty: 2124.424805
	Iteration 15Q: 3 clusters Score -70174.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -70183.367188 Penalty: 2124.424805
	Iteration 16Q: 3 clusters Score -70183.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -70188.882812 Penalty: 2124.424805
	Iteration 17Q: 3 clusters Score -70188.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -70192.093750 Penalty: 2124.424805
	Iteration 18Q: 3 clusters Score -70192.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -70196.085938 Penalty: 2124.424805
	Iteration 19Q: 3 clusters Score -70196.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -70199.968750 Penalty: 2124.424805
	Iteration 20F: 3 clusters Score -70199.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -70210.953125 Penalty: 2124.424805
	Iteration 21Q: 3 clusters Score -70210.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -70219.757812 Penalty: 2124.424805
	Iteration 22Q: 3 clusters Score -70219.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -70230.078125 Penalty: 2124.424805
	Iteration 23Q: 3 clusters Score -70230.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -70253.601562 Penalty: 2124.424805
	Iteration 24Q: 3 clusters Score -70253.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -70272.718750 Penalty: 2124.424805
	Iteration 25Q: 3 clusters Score -70272.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -70279.992188 Penalty: 2124.424805
	Iteration 26Q: 3 clusters Score -70279.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -70283.578125 Penalty: 2124.424805
	Iteration 27Q: 3 clusters Score -70283.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -70283.578125 Penalty: 2124.424805
	Iteration 28F: 3 clusters Score -70283.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -13953.337891 Penalty: 893.954468
	Iteration 0F: 2 clusters Score -13953.34 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 113 members 
Entering Unmasked Estep 
Score: -13303.169922 Penalty: 1787.908936
	Iteration 0F: 3 clusters Score -13303.17 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13467.410156 Penalty: 1787.908936
	Iteration 1F: 3 clusters Score -13467.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -13531.159180 Penalty: 1787.908936
	Iteration 2Q: 3 clusters Score -13531.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -13575.734375 Penalty: 1787.908936
	Iteration 3Q: 3 clusters Score -13575.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -13610.050781 Penalty: 1787.908936
	Iteration 4Q: 3 clusters Score -13610.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -13616.682617 Penalty: 1787.908936
	Iteration 5Q: 3 clusters Score -13616.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -13616.682617 Penalty: 1787.908936
	Iteration 6F: 3 clusters Score -13616.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (122446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122446 members 
Entering Unmasked Estep 
Score: -14521492.000000 Penalty: 1903.756592
	Iteration 0F: 2 clusters Score -1.452149e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61362 members 
Mstep: Class 2 contains 61084 members 
Entering Unmasked Estep 
Score: -14446053.000000 Penalty: 3807.513184
	Iteration 0F: 3 clusters Score -1.444605e+07 nChanged 58708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64240 members 
Mstep: Class 2 contains 58206 members 
Entering Unmasked Estep 
Score: -14480110.000000 Penalty: 3807.513184
	Iteration 1F: 3 clusters Score -1.448011e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66334 members 
Mstep: Class 2 contains 56112 members 
Entering Unmasked Estep 
Score: -14480769.000000 Penalty: 3807.513184
	Iteration 2Q: 3 clusters Score -1.448077e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69695 members 
Mstep: Class 2 contains 52751 members 
Entering Unmasked Estep 
Score: -14481834.000000 Penalty: 3807.513184
	Iteration 3Q: 3 clusters Score -1.448183e+07 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74667 members 
Mstep: Class 2 contains 47779 members 
Entering Unmasked Estep 
Score: -14483651.000000 Penalty: 3807.513184
	Iteration 4Q: 3 clusters Score -1.448365e+07 nChanged 7375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81748 members 
Mstep: Class 2 contains 40698 members 
Entering Unmasked Estep 
Score: -14487163.000000 Penalty: 3807.513184
	Iteration 5F: 3 clusters Score -1.448716e+07 nChanged 9507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91095 members 
Mstep: Class 2 contains 31351 members 
Entering Unmasked Estep 
Score: -14494714.000000 Penalty: 3807.513184
	Iteration 6F: 3 clusters Score -1.449471e+07 nChanged 11843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102930 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -14503433.000000 Penalty: 3807.513184
	Iteration 7F: 3 clusters Score -1.450343e+07 nChanged 10157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113087 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -14511894.000000 Penalty: 3807.513184
	Iteration 8F: 3 clusters Score -1.451189e+07 nChanged 5732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118819 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -14516645.000000 Penalty: 3807.513184
	Iteration 9Q: 3 clusters Score -1.451664e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121084 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -14518583.000000 Penalty: 3807.513184
	Iteration 10Q: 3 clusters Score -1.451858e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121883 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -14519232.000000 Penalty: 3807.513184
	Iteration 11Q: 3 clusters Score -1.451923e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122140 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -14519512.000000 Penalty: 3807.513184
	Iteration 12Q: 3 clusters Score -1.451951e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122225 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -14519631.000000 Penalty: 3807.513184
	Iteration 13Q: 3 clusters Score -1.451963e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122256 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -14519697.000000 Penalty: 3807.513184
	Iteration 14Q: 3 clusters Score -1.45197e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122258 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -14519710.000000 Penalty: 3807.513184
	Iteration 15Q: 3 clusters Score -1.451971e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122261 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -14519724.000000 Penalty: 3807.513184
	Iteration 16Q: 3 clusters Score -1.451972e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122264 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -14519739.000000 Penalty: 3807.513184
	Iteration 17Q: 3 clusters Score -1.451974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122267 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -14519747.000000 Penalty: 3807.513184
	Iteration 18Q: 3 clusters Score -1.451975e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122268 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -14519755.000000 Penalty: 3807.513184
	Iteration 19Q: 3 clusters Score -1.451976e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122268 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -14519763.000000 Penalty: 3807.513184
	Iteration 20F: 3 clusters Score -1.451976e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122268 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -14519773.000000 Penalty: 3807.513184
	Iteration 21Q: 3 clusters Score -1.451977e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122267 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -14519773.000000 Penalty: 3807.513184
	Iteration 22Q: 3 clusters Score -1.451977e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122268 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -14519782.000000 Penalty: 3807.513184
	Iteration 23Q: 3 clusters Score -1.451978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122269 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -14519791.000000 Penalty: 3807.513184
	Iteration 24Q: 3 clusters Score -1.451979e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122268 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -14519788.000000 Penalty: 3807.513184
	Iteration 25Q: 3 clusters Score -1.451979e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122267 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -14519778.000000 Penalty: 3807.513184
	Iteration 26Q: 3 clusters Score -1.451978e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122266 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -14519792.000000 Penalty: 3807.513184
	Iteration 27Q: 3 clusters Score -1.451979e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122265 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -14519781.000000 Penalty: 3807.513184
	Iteration 28Q: 3 clusters Score -1.451978e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122265 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -14519781.000000 Penalty: 3807.513184
	Iteration 29F: 3 clusters Score -1.451978e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Entering Unmasked Estep 
Score: -535097.062500 Penalty: 1363.971191
	Iteration 0F: 2 clusters Score -535097.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -531489.937500 Penalty: 2727.942383
	Iteration 0F: 3 clusters Score -531489.9 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -532425.125000 Penalty: 2727.942383
	Iteration 1F: 3 clusters Score -532425.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -532563.937500 Penalty: 2727.942383
	Iteration 2F: 3 clusters Score -532563.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -532649.187500 Penalty: 2727.942383
	Iteration 3Q: 3 clusters Score -532649.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -532708.937500 Penalty: 2727.942383
	Iteration 4Q: 3 clusters Score -532708.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -532754.187500 Penalty: 2727.942383
	Iteration 5Q: 3 clusters Score -532754.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -532791.687500 Penalty: 2727.942383
	Iteration 6Q: 3 clusters Score -532791.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -532830.937500 Penalty: 2727.942383
	Iteration 7Q: 3 clusters Score -532830.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -532867.187500 Penalty: 2727.942383
	Iteration 8Q: 3 clusters Score -532867.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -532904.937500 Penalty: 2727.942383
	Iteration 9Q: 3 clusters Score -532904.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -532946.875000 Penalty: 2727.942383
	Iteration 10Q: 3 clusters Score -532946.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -532998.000000 Penalty: 2727.942383
	Iteration 11Q: 3 clusters Score -532998 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -533051.250000 Penalty: 2727.942383
	Iteration 12Q: 3 clusters Score -533051.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -533099.812500 Penalty: 2727.942383
	Iteration 13Q: 3 clusters Score -533099.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -533166.750000 Penalty: 2727.942383
	Iteration 14Q: 3 clusters Score -533166.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -533235.000000 Penalty: 2727.942383
	Iteration 15Q: 3 clusters Score -533235 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -533320.812500 Penalty: 2727.942383
	Iteration 16Q: 3 clusters Score -533320.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -533411.187500 Penalty: 2727.942383
	Iteration 17Q: 3 clusters Score -533411.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -533480.187500 Penalty: 2727.942383
	Iteration 18Q: 3 clusters Score -533480.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -533549.375000 Penalty: 2727.942383
	Iteration 19Q: 3 clusters Score -533549.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -533610.250000 Penalty: 2727.942383
	Iteration 20F: 3 clusters Score -533610.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -533653.375000 Penalty: 2727.942383
	Iteration 21Q: 3 clusters Score -533653.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -533694.875000 Penalty: 2727.942383
	Iteration 22Q: 3 clusters Score -533694.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -533719.937500 Penalty: 2727.942383
	Iteration 23Q: 3 clusters Score -533719.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -533740.187500 Penalty: 2727.942383
	Iteration 24Q: 3 clusters Score -533740.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -533761.812500 Penalty: 2727.942383
	Iteration 25Q: 3 clusters Score -533761.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -533772.375000 Penalty: 2727.942383
	Iteration 26Q: 3 clusters Score -533772.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -533782.750000 Penalty: 2727.942383
	Iteration 27Q: 3 clusters Score -533782.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -533796.687500 Penalty: 2727.942383
	Iteration 28Q: 3 clusters Score -533796.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -533803.187500 Penalty: 2727.942383
	Iteration 29Q: 3 clusters Score -533803.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -533810.875000 Penalty: 2727.942383
	Iteration 30Q: 3 clusters Score -533810.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -533814.937500 Penalty: 2727.942383
	Iteration 31Q: 3 clusters Score -533814.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -533818.687500 Penalty: 2727.942383
	Iteration 32Q: 3 clusters Score -533818.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -533828.375000 Penalty: 2727.942383
	Iteration 33Q: 3 clusters Score -533828.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -533837.875000 Penalty: 2727.942383
	Iteration 34Q: 3 clusters Score -533837.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -533847.437500 Penalty: 2727.942383
	Iteration 35Q: 3 clusters Score -533847.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -533855.375000 Penalty: 2727.942383
	Iteration 36Q: 3 clusters Score -533855.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -533861.875000 Penalty: 2727.942383
	Iteration 37Q: 3 clusters Score -533861.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -533867.625000 Penalty: 2727.942383
	Iteration 38Q: 3 clusters Score -533867.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -533871.125000 Penalty: 2727.942383
	Iteration 39Q: 3 clusters Score -533871.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -533873.375000 Penalty: 2727.942383
	Iteration 40F: 3 clusters Score -533873.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -533874.750000 Penalty: 2727.942383
	Iteration 41Q: 3 clusters Score -533874.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -533874.750000 Penalty: 2727.942383
	Iteration 42F: 3 clusters Score -533874.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Entering Unmasked Estep 
Score: -56213.496094 Penalty: 1026.245728
	Iteration 0F: 2 clusters Score -56213.5 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 268 members 
Entering Unmasked Estep 
Score: -55111.691406 Penalty: 2052.491455
	Iteration 0F: 3 clusters Score -55111.69 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -55296.882812 Penalty: 2052.491455
	Iteration 1F: 3 clusters Score -55296.88 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -55354.312500 Penalty: 2052.491455
	Iteration 2F: 3 clusters Score -55354.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -55385.152344 Penalty: 2052.491455
	Iteration 3Q: 3 clusters Score -55385.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -55409.441406 Penalty: 2052.491455
	Iteration 4Q: 3 clusters Score -55409.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -55427.808594 Penalty: 2052.491455
	Iteration 5Q: 3 clusters Score -55427.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -55445.199219 Penalty: 2052.491455
	Iteration 6Q: 3 clusters Score -55445.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -55460.191406 Penalty: 2052.491455
	Iteration 7Q: 3 clusters Score -55460.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -55525.539062 Penalty: 2052.491455
	Iteration 8Q: 3 clusters Score -55525.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -55584.000000 Penalty: 2052.491455
	Iteration 9Q: 3 clusters Score -55584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -55618.871094 Penalty: 2052.491455
	Iteration 10Q: 3 clusters Score -55618.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -55645.515625 Penalty: 2052.491455
	Iteration 11Q: 3 clusters Score -55645.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -55665.492188 Penalty: 2052.491455
	Iteration 12Q: 3 clusters Score -55665.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -55693.468750 Penalty: 2052.491455
	Iteration 13Q: 3 clusters Score -55693.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -55722.824219 Penalty: 2052.491455
	Iteration 14Q: 3 clusters Score -55722.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -55739.113281 Penalty: 2052.491455
	Iteration 15Q: 3 clusters Score -55739.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -55756.679688 Penalty: 2052.491455
	Iteration 16Q: 3 clusters Score -55756.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -55782.726562 Penalty: 2052.491455
	Iteration 17Q: 3 clusters Score -55782.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -55809.046875 Penalty: 2052.491455
	Iteration 18Q: 3 clusters Score -55809.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -55828.320312 Penalty: 2052.491455
	Iteration 19Q: 3 clusters Score -55828.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -55842.914062 Penalty: 2052.491455
	Iteration 20F: 3 clusters Score -55842.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -55857.910156 Penalty: 2052.491455
	Iteration 21Q: 3 clusters Score -55857.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -55877.000000 Penalty: 2052.491455
	Iteration 22Q: 3 clusters Score -55877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -55896.453125 Penalty: 2052.491455
	Iteration 23Q: 3 clusters Score -55896.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -55914.042969 Penalty: 2052.491455
	Iteration 24Q: 3 clusters Score -55914.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -55928.160156 Penalty: 2052.491455
	Iteration 25Q: 3 clusters Score -55928.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -55938.199219 Penalty: 2052.491455
	Iteration 26Q: 3 clusters Score -55938.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -55942.691406 Penalty: 2052.491455
	Iteration 27Q: 3 clusters Score -55942.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -55945.570312 Penalty: 2052.491455
	Iteration 28Q: 3 clusters Score -55945.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -55949.707031 Penalty: 2052.491455
	Iteration 29Q: 3 clusters Score -55949.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -55950.988281 Penalty: 2052.491455
	Iteration 30Q: 3 clusters Score -55950.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -55952.410156 Penalty: 2052.491455
	Iteration 31Q: 3 clusters Score -55952.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -55952.410156 Penalty: 2052.491455
	Iteration 32F: 3 clusters Score -55952.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (36536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36536 members 
Entering Unmasked Estep 
Score: -4196788.000000 Penalty: 1707.233643
	Iteration 0F: 2 clusters Score -4196788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -4172271.750000 Penalty: 3414.467285
	Iteration 0F: 3 clusters Score -4172272 nChanged 17020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -4181919.750000 Penalty: 3414.467285
	Iteration 1F: 3 clusters Score -4181920 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -4182488.500000 Penalty: 3414.467285
	Iteration 2Q: 3 clusters Score -4182488 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -4183177.000000 Penalty: 3414.467285
	Iteration 3Q: 3 clusters Score -4183177 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -4184184.000000 Penalty: 3414.467285
	Iteration 4F: 3 clusters Score -4184184 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -4185657.250000 Penalty: 3414.467285
	Iteration 5F: 3 clusters Score -4185657 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -4187798.750000 Penalty: 3414.467285
	Iteration 6F: 3 clusters Score -4187799 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31335 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -4190357.000000 Penalty: 3414.467285
	Iteration 7F: 3 clusters Score -4190357 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33738 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -4192713.750000 Penalty: 3414.467285
	Iteration 8F: 3 clusters Score -4192714 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35223 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -4194159.000000 Penalty: 3414.467285
	Iteration 9Q: 3 clusters Score -4194159 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35880 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -4194796.500000 Penalty: 3414.467285
	Iteration 10Q: 3 clusters Score -4194796 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -4195052.500000 Penalty: 3414.467285
	Iteration 11Q: 3 clusters Score -4195052 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36223 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4195159.500000 Penalty: 3414.467285
	Iteration 12Q: 3 clusters Score -4195160 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36263 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -4195215.500000 Penalty: 3414.467285
	Iteration 13Q: 3 clusters Score -4195216 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36280 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -4195235.500000 Penalty: 3414.467285
	Iteration 14Q: 3 clusters Score -4195236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36288 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -4195254.000000 Penalty: 3414.467285
	Iteration 15Q: 3 clusters Score -4195254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36291 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4195263.500000 Penalty: 3414.467285
	Iteration 16Q: 3 clusters Score -4195264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36296 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -4195272.500000 Penalty: 3414.467285
	Iteration 17Q: 3 clusters Score -4195272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36297 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4195276.000000 Penalty: 3414.467285
	Iteration 18Q: 3 clusters Score -4195276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36297 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4195276.000000 Penalty: 3414.467285
	Iteration 19F: 3 clusters Score -4195276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Entering Unmasked Estep 
Score: -1147497.750000 Penalty: 1494.108887
	Iteration 0F: 2 clusters Score -1147498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1140392.750000 Penalty: 2988.217773
	Iteration 0F: 3 clusters Score -1140393 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1142684.125000 Penalty: 2988.217773
	Iteration 1F: 3 clusters Score -1142684 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1142945.000000 Penalty: 2988.217773
	Iteration 2F: 3 clusters Score -1142945 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1143202.625000 Penalty: 2988.217773
	Iteration 3F: 3 clusters Score -1143203 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1143477.000000 Penalty: 2988.217773
	Iteration 4F: 3 clusters Score -1143477 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1143818.125000 Penalty: 2988.217773
	Iteration 5F: 3 clusters Score -1143818 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1144262.250000 Penalty: 2988.217773
	Iteration 6F: 3 clusters Score -1144262 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1144753.125000 Penalty: 2988.217773
	Iteration 7F: 3 clusters Score -1144753 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1145190.625000 Penalty: 2988.217773
	Iteration 8F: 3 clusters Score -1145191 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1145546.125000 Penalty: 2988.217773
	Iteration 9Q: 3 clusters Score -1145546 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1145777.500000 Penalty: 2988.217773
	Iteration 10Q: 3 clusters Score -1145778 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1145910.500000 Penalty: 2988.217773
	Iteration 11Q: 3 clusters Score -1145910 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1145990.500000 Penalty: 2988.217773
	Iteration 12Q: 3 clusters Score -1145990 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1146044.500000 Penalty: 2988.217773
	Iteration 13Q: 3 clusters Score -1146044 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1146085.625000 Penalty: 2988.217773
	Iteration 14Q: 3 clusters Score -1146086 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1146111.875000 Penalty: 2988.217773
	Iteration 15Q: 3 clusters Score -1146112 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1146131.250000 Penalty: 2988.217773
	Iteration 16Q: 3 clusters Score -1146131 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1146144.625000 Penalty: 2988.217773
	Iteration 17Q: 3 clusters Score -1146145 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1146156.125000 Penalty: 2988.217773
	Iteration 18Q: 3 clusters Score -1146156 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1146163.375000 Penalty: 2988.217773
	Iteration 19Q: 3 clusters Score -1146163 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1146175.125000 Penalty: 2988.217773
	Iteration 20F: 3 clusters Score -1146175 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1146192.750000 Penalty: 2988.217773
	Iteration 21Q: 3 clusters Score -1146193 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1146207.625000 Penalty: 2988.217773
	Iteration 22Q: 3 clusters Score -1146208 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1146225.625000 Penalty: 2988.217773
	Iteration 23Q: 3 clusters Score -1146226 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1146240.875000 Penalty: 2988.217773
	Iteration 24Q: 3 clusters Score -1146241 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1146250.125000 Penalty: 2988.217773
	Iteration 25Q: 3 clusters Score -1146250 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1146254.625000 Penalty: 2988.217773
	Iteration 26Q: 3 clusters Score -1146255 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1146268.000000 Penalty: 2988.217773
	Iteration 27Q: 3 clusters Score -1146268 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1146275.375000 Penalty: 2988.217773
	Iteration 28Q: 3 clusters Score -1146275 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1146282.625000 Penalty: 2988.217773
	Iteration 29Q: 3 clusters Score -1146283 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1146288.125000 Penalty: 2988.217773
	Iteration 30Q: 3 clusters Score -1146288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1146294.125000 Penalty: 2988.217773
	Iteration 31Q: 3 clusters Score -1146294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1146297.000000 Penalty: 2988.217773
	Iteration 32Q: 3 clusters Score -1146297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1146301.250000 Penalty: 2988.217773
	Iteration 33Q: 3 clusters Score -1146301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1146302.750000 Penalty: 2988.217773
	Iteration 34Q: 3 clusters Score -1146303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1146302.500000 Penalty: 2988.217773
	Iteration 35Q: 3 clusters Score -1146302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1146307.125000 Penalty: 2988.217773
	Iteration 36Q: 3 clusters Score -1146307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1146312.750000 Penalty: 2988.217773
	Iteration 37Q: 3 clusters Score -1146313 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1146313.375000 Penalty: 2988.217773
	Iteration 38Q: 3 clusters Score -1146313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1146316.250000 Penalty: 2988.217773
	Iteration 39Q: 3 clusters Score -1146316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1146315.750000 Penalty: 2988.217773
	Iteration 40F: 3 clusters Score -1146316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1146317.750000 Penalty: 2988.217773
	Iteration 41Q: 3 clusters Score -1146318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1146317.125000 Penalty: 2988.217773
	Iteration 42Q: 3 clusters Score -1146317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1146317.125000 Penalty: 2988.217773
	Iteration 43F: 3 clusters Score -1146317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (96765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96765 members 
Entering Unmasked Estep 
Score: -11337407.000000 Penalty: 1865.506592
	Iteration 0F: 2 clusters Score -1.133741e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48424 members 
Mstep: Class 2 contains 48341 members 
Entering Unmasked Estep 
Score: -11273306.000000 Penalty: 3731.013184
	Iteration 0F: 3 clusters Score -1.127331e+07 nChanged 46284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48890 members 
Mstep: Class 2 contains 47875 members 
Entering Unmasked Estep 
Score: -11299629.000000 Penalty: 3731.013184
	Iteration 1F: 3 clusters Score -1.129963e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49087 members 
Mstep: Class 2 contains 47678 members 
Entering Unmasked Estep 
Score: -11299994.000000 Penalty: 3731.013184
	Iteration 2Q: 3 clusters Score -1.129999e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49199 members 
Mstep: Class 2 contains 47566 members 
Entering Unmasked Estep 
Score: -11300496.000000 Penalty: 3731.013184
	Iteration 3Q: 3 clusters Score -1.13005e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49423 members 
Mstep: Class 2 contains 47342 members 
Entering Unmasked Estep 
Score: -11300997.000000 Penalty: 3731.013184
	Iteration 4Q: 3 clusters Score -1.1301e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49783 members 
Mstep: Class 2 contains 46982 members 
Entering Unmasked Estep 
Score: -11301657.000000 Penalty: 3731.013184
	Iteration 5Q: 3 clusters Score -1.130166e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50336 members 
Mstep: Class 2 contains 46429 members 
Entering Unmasked Estep 
Score: -11302657.000000 Penalty: 3731.013184
	Iteration 6Q: 3 clusters Score -1.130266e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51099 members 
Mstep: Class 2 contains 45666 members 
Entering Unmasked Estep 
Score: -11304109.000000 Penalty: 3731.013184
	Iteration 7Q: 3 clusters Score -1.130411e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52017 members 
Mstep: Class 2 contains 44748 members 
Entering Unmasked Estep 
Score: -11306553.000000 Penalty: 3731.013184
	Iteration 8Q: 3 clusters Score -1.130655e+07 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53042 members 
Mstep: Class 2 contains 43723 members 
Entering Unmasked Estep 
Score: -11310728.000000 Penalty: 3731.013184
	Iteration 9F: 3 clusters Score -1.131073e+07 nChanged 6446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53846 members 
Mstep: Class 2 contains 42919 members 
Entering Unmasked Estep 
Score: -11315721.000000 Penalty: 3731.013184
	Iteration 10F: 3 clusters Score -1.131572e+07 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54243 members 
Mstep: Class 2 contains 42522 members 
Entering Unmasked Estep 
Score: -11318967.000000 Penalty: 3731.013184
	Iteration 11F: 3 clusters Score -1.131897e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54391 members 
Mstep: Class 2 contains 42374 members 
Entering Unmasked Estep 
Score: -11319927.000000 Penalty: 3731.013184
	Iteration 12Q: 3 clusters Score -1.131993e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54517 members 
Mstep: Class 2 contains 42248 members 
Entering Unmasked Estep 
Score: -11320164.000000 Penalty: 3731.013184
	Iteration 13Q: 3 clusters Score -1.132016e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54653 members 
Mstep: Class 2 contains 42112 members 
Entering Unmasked Estep 
Score: -11320347.000000 Penalty: 3731.013184
	Iteration 14Q: 3 clusters Score -1.132035e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54764 members 
Mstep: Class 2 contains 42001 members 
Entering Unmasked Estep 
Score: -11320465.000000 Penalty: 3731.013184
	Iteration 15Q: 3 clusters Score -1.132046e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54893 members 
Mstep: Class 2 contains 41872 members 
Entering Unmasked Estep 
Score: -11320534.000000 Penalty: 3731.013184
	Iteration 16Q: 3 clusters Score -1.132053e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55024 members 
Mstep: Class 2 contains 41741 members 
Entering Unmasked Estep 
Score: -11320591.000000 Penalty: 3731.013184
	Iteration 17Q: 3 clusters Score -1.132059e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55193 members 
Mstep: Class 2 contains 41572 members 
Entering Unmasked Estep 
Score: -11320712.000000 Penalty: 3731.013184
	Iteration 18Q: 3 clusters Score -1.132071e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55305 members 
Mstep: Class 2 contains 41460 members 
Entering Unmasked Estep 
Score: -11320823.000000 Penalty: 3731.013184
	Iteration 19Q: 3 clusters Score -1.132082e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55408 members 
Mstep: Class 2 contains 41357 members 
Entering Unmasked Estep 
Score: -11320916.000000 Penalty: 3731.013184
	Iteration 20F: 3 clusters Score -1.132092e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55498 members 
Mstep: Class 2 contains 41267 members 
Entering Unmasked Estep 
Score: -11321017.000000 Penalty: 3731.013184
	Iteration 21Q: 3 clusters Score -1.132102e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55594 members 
Mstep: Class 2 contains 41171 members 
Entering Unmasked Estep 
Score: -11321105.000000 Penalty: 3731.013184
	Iteration 22Q: 3 clusters Score -1.13211e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55620 members 
Mstep: Class 2 contains 41145 members 
Entering Unmasked Estep 
Score: -11321232.000000 Penalty: 3731.013184
	Iteration 23Q: 3 clusters Score -1.132123e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55637 members 
Mstep: Class 2 contains 41128 members 
Entering Unmasked Estep 
Score: -11321424.000000 Penalty: 3731.013184
	Iteration 24Q: 3 clusters Score -1.132142e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55635 members 
Mstep: Class 2 contains 41130 members 
Entering Unmasked Estep 
Score: -11321619.000000 Penalty: 3731.013184
	Iteration 25Q: 3 clusters Score -1.132162e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55579 members 
Mstep: Class 2 contains 41186 members 
Entering Unmasked Estep 
Score: -11321758.000000 Penalty: 3731.013184
	Iteration 26Q: 3 clusters Score -1.132176e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55437 members 
Mstep: Class 2 contains 41328 members 
Entering Unmasked Estep 
Score: -11322139.000000 Penalty: 3731.013184
	Iteration 27Q: 3 clusters Score -1.132214e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55196 members 
Mstep: Class 2 contains 41569 members 
Entering Unmasked Estep 
Score: -11322486.000000 Penalty: 3731.013184
	Iteration 28Q: 3 clusters Score -1.132249e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54868 members 
Mstep: Class 2 contains 41897 members 
Entering Unmasked Estep 
Score: -11322937.000000 Penalty: 3731.013184
	Iteration 29Q: 3 clusters Score -1.132294e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54389 members 
Mstep: Class 2 contains 42376 members 
Entering Unmasked Estep 
Score: -11323463.000000 Penalty: 3731.013184
	Iteration 30Q: 3 clusters Score -1.132346e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53837 members 
Mstep: Class 2 contains 42928 members 
Entering Unmasked Estep 
Score: -11324331.000000 Penalty: 3731.013184
	Iteration 31Q: 3 clusters Score -1.132433e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53078 members 
Mstep: Class 2 contains 43687 members 
Entering Unmasked Estep 
Score: -11325362.000000 Penalty: 3731.013184
	Iteration 32Q: 3 clusters Score -1.132536e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52133 members 
Mstep: Class 2 contains 44632 members 
Entering Unmasked Estep 
Score: -11326567.000000 Penalty: 3731.013184
	Iteration 33Q: 3 clusters Score -1.132657e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51068 members 
Mstep: Class 2 contains 45697 members 
Entering Unmasked Estep 
Score: -11328060.000000 Penalty: 3731.013184
	Iteration 34Q: 3 clusters Score -1.132806e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49695 members 
Mstep: Class 2 contains 47070 members 
Entering Unmasked Estep 
Score: -11329874.000000 Penalty: 3731.013184
	Iteration 35Q: 3 clusters Score -1.132987e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48284 members 
Mstep: Class 2 contains 48481 members 
Entering Unmasked Estep 
Score: -11331542.000000 Penalty: 3731.013184
	Iteration 36Q: 3 clusters Score -1.133154e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47097 members 
Mstep: Class 2 contains 49668 members 
Entering Unmasked Estep 
Score: -11332761.000000 Penalty: 3731.013184
	Iteration 37Q: 3 clusters Score -1.133276e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46246 members 
Mstep: Class 2 contains 50519 members 
Entering Unmasked Estep 
Score: -11333517.000000 Penalty: 3731.013184
	Iteration 38Q: 3 clusters Score -1.133352e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45510 members 
Mstep: Class 2 contains 51255 members 
Entering Unmasked Estep 
Score: -11333917.000000 Penalty: 3731.013184
	Iteration 39Q: 3 clusters Score -1.133392e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44980 members 
Mstep: Class 2 contains 51785 members 
Entering Unmasked Estep 
Score: -11334818.000000 Penalty: 3731.013184
	Iteration 40F: 3 clusters Score -1.133482e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44067 members 
Mstep: Class 2 contains 52698 members 
Entering Unmasked Estep 
Score: -11335518.000000 Penalty: 3731.013184
	Iteration 41Q: 3 clusters Score -1.133552e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43209 members 
Mstep: Class 2 contains 53556 members 
Entering Unmasked Estep 
Score: -11335786.000000 Penalty: 3731.013184
	Iteration 42Q: 3 clusters Score -1.133579e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42392 members 
Mstep: Class 2 contains 54373 members 
Entering Unmasked Estep 
Score: -11335901.000000 Penalty: 3731.013184
	Iteration 43Q: 3 clusters Score -1.13359e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41597 members 
Mstep: Class 2 contains 55168 members 
Entering Unmasked Estep 
Score: -11335980.000000 Penalty: 3731.013184
	Iteration 44Q: 3 clusters Score -1.133598e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40774 members 
Mstep: Class 2 contains 55991 members 
Entering Unmasked Estep 
Score: -11335956.000000 Penalty: 3731.013184
	Iteration 45Q: 3 clusters Score -1.133596e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39965 members 
Mstep: Class 2 contains 56800 members 
Entering Unmasked Estep 
Score: -11335980.000000 Penalty: 3731.013184
	Iteration 46Q: 3 clusters Score -1.133598e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39196 members 
Mstep: Class 2 contains 57569 members 
Entering Unmasked Estep 
Score: -11335981.000000 Penalty: 3731.013184
	Iteration 47Q: 3 clusters Score -1.133598e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38413 members 
Mstep: Class 2 contains 58352 members 
Entering Unmasked Estep 
Score: -11335909.000000 Penalty: 3731.013184
	Iteration 48Q: 3 clusters Score -1.133591e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37612 members 
Mstep: Class 2 contains 59153 members 
Entering Unmasked Estep 
Score: -11335976.000000 Penalty: 3731.013184
	Iteration 49Q: 3 clusters Score -1.133598e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36774 members 
Mstep: Class 2 contains 59991 members 
Entering Unmasked Estep 
Score: -11335996.000000 Penalty: 3731.013184
	Iteration 50Q: 3 clusters Score -1.1336e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35957 members 
Mstep: Class 2 contains 60808 members 
Entering Unmasked Estep 
Score: -11335981.000000 Penalty: 3731.013184
	Iteration 51Q: 3 clusters Score -1.133598e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35139 members 
Mstep: Class 2 contains 61626 members 
Entering Unmasked Estep 
Score: -11336005.000000 Penalty: 3731.013184
	Iteration 52Q: 3 clusters Score -1.1336e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 62407 members 
Entering Unmasked Estep 
Score: -11336002.000000 Penalty: 3731.013184
	Iteration 53Q: 3 clusters Score -1.1336e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 63260 members 
Entering Unmasked Estep 
Score: -11335989.000000 Penalty: 3731.013184
	Iteration 54Q: 3 clusters Score -1.133599e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32701 members 
Mstep: Class 2 contains 64064 members 
Entering Unmasked Estep 
Score: -11335974.000000 Penalty: 3731.013184
	Iteration 55Q: 3 clusters Score -1.133597e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31959 members 
Mstep: Class 2 contains 64806 members 
Entering Unmasked Estep 
Score: -11335963.000000 Penalty: 3731.013184
	Iteration 56Q: 3 clusters Score -1.133596e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31227 members 
Mstep: Class 2 contains 65538 members 
Entering Unmasked Estep 
Score: -11335939.000000 Penalty: 3731.013184
	Iteration 57Q: 3 clusters Score -1.133594e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30494 members 
Mstep: Class 2 contains 66271 members 
Entering Unmasked Estep 
Score: -11335880.000000 Penalty: 3731.013184
	Iteration 58Q: 3 clusters Score -1.133588e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29741 members 
Mstep: Class 2 contains 67024 members 
Entering Unmasked Estep 
Score: -11335969.000000 Penalty: 3731.013184
	Iteration 59Q: 3 clusters Score -1.133597e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 67739 members 
Entering Unmasked Estep 
Score: -11335993.000000 Penalty: 3731.013184
	Iteration 60F: 3 clusters Score -1.133599e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28338 members 
Mstep: Class 2 contains 68427 members 
Entering Unmasked Estep 
Score: -11336028.000000 Penalty: 3731.013184
	Iteration 61Q: 3 clusters Score -1.133603e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 69130 members 
Entering Unmasked Estep 
Score: -11336116.000000 Penalty: 3731.013184
	Iteration 62Q: 3 clusters Score -1.133612e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 69873 members 
Entering Unmasked Estep 
Score: -11336092.000000 Penalty: 3731.013184
	Iteration 63Q: 3 clusters Score -1.133609e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 70579 members 
Entering Unmasked Estep 
Score: -11336125.000000 Penalty: 3731.013184
	Iteration 64Q: 3 clusters Score -1.133612e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 71305 members 
Entering Unmasked Estep 
Score: -11336101.000000 Penalty: 3731.013184
	Iteration 65Q: 3 clusters Score -1.13361e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 71988 members 
Entering Unmasked Estep 
Score: -11336104.000000 Penalty: 3731.013184
	Iteration 66Q: 3 clusters Score -1.13361e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 72626 members 
Entering Unmasked Estep 
Score: -11336099.000000 Penalty: 3731.013184
	Iteration 67Q: 3 clusters Score -1.13361e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 73267 members 
Entering Unmasked Estep 
Score: -11336020.000000 Penalty: 3731.013184
	Iteration 68Q: 3 clusters Score -1.133602e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 73936 members 
Entering Unmasked Estep 
Score: -11336021.000000 Penalty: 3731.013184
	Iteration 69Q: 3 clusters Score -1.133602e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 74587 members 
Entering Unmasked Estep 
Score: -11336008.000000 Penalty: 3731.013184
	Iteration 70Q: 3 clusters Score -1.133601e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 75230 members 
Entering Unmasked Estep 
Score: -11335961.000000 Penalty: 3731.013184
	Iteration 71Q: 3 clusters Score -1.133596e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 75844 members 
Entering Unmasked Estep 
Score: -11335924.000000 Penalty: 3731.013184
	Iteration 72Q: 3 clusters Score -1.133592e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 76490 members 
Entering Unmasked Estep 
Score: -11335907.000000 Penalty: 3731.013184
	Iteration 73Q: 3 clusters Score -1.133591e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 77111 members 
Entering Unmasked Estep 
Score: -11335837.000000 Penalty: 3731.013184
	Iteration 74Q: 3 clusters Score -1.133584e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 77720 members 
Entering Unmasked Estep 
Score: -11335852.000000 Penalty: 3731.013184
	Iteration 75Q: 3 clusters Score -1.133585e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 78303 members 
Entering Unmasked Estep 
Score: -11335847.000000 Penalty: 3731.013184
	Iteration 76Q: 3 clusters Score -1.133585e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 78902 members 
Entering Unmasked Estep 
Score: -11335843.000000 Penalty: 3731.013184
	Iteration 77Q: 3 clusters Score -1.133584e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 79507 members 
Entering Unmasked Estep 
Score: -11335836.000000 Penalty: 3731.013184
	Iteration 78Q: 3 clusters Score -1.133584e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 80086 members 
Entering Unmasked Estep 
Score: -11335768.000000 Penalty: 3731.013184
	Iteration 79Q: 3 clusters Score -1.133577e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 80638 members 
Entering Unmasked Estep 
Score: -11335728.000000 Penalty: 3731.013184
	Iteration 80F: 3 clusters Score -1.133573e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 81179 members 
Entering Unmasked Estep 
Score: -11335757.000000 Penalty: 3731.013184
	Iteration 81Q: 3 clusters Score -1.133576e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 81727 members 
Entering Unmasked Estep 
Score: -11335759.000000 Penalty: 3731.013184
	Iteration 82Q: 3 clusters Score -1.133576e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 82264 members 
Entering Unmasked Estep 
Score: -11335751.000000 Penalty: 3731.013184
	Iteration 83Q: 3 clusters Score -1.133575e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 82754 members 
Entering Unmasked Estep 
Score: -11335772.000000 Penalty: 3731.013184
	Iteration 84Q: 3 clusters Score -1.133577e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 83166 members 
Entering Unmasked Estep 
Score: -11335778.000000 Penalty: 3731.013184
	Iteration 85Q: 3 clusters Score -1.133578e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 83541 members 
Entering Unmasked Estep 
Score: -11335811.000000 Penalty: 3731.013184
	Iteration 86Q: 3 clusters Score -1.133581e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 83815 members 
Entering Unmasked Estep 
Score: -11335798.000000 Penalty: 3731.013184
	Iteration 87Q: 3 clusters Score -1.13358e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 84033 members 
Entering Unmasked Estep 
Score: -11335800.000000 Penalty: 3731.013184
	Iteration 88Q: 3 clusters Score -1.13358e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 84207 members 
Entering Unmasked Estep 
Score: -11335784.000000 Penalty: 3731.013184
	Iteration 89Q: 3 clusters Score -1.133578e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 84383 members 
Entering Unmasked Estep 
Score: -11335808.000000 Penalty: 3731.013184
	Iteration 90Q: 3 clusters Score -1.133581e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 84556 members 
Entering Unmasked Estep 
Score: -11335802.000000 Penalty: 3731.013184
	Iteration 91Q: 3 clusters Score -1.13358e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 84734 members 
Entering Unmasked Estep 
Score: -11335800.000000 Penalty: 3731.013184
	Iteration 92Q: 3 clusters Score -1.13358e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 84909 members 
Entering Unmasked Estep 
Score: -11335793.000000 Penalty: 3731.013184
	Iteration 93Q: 3 clusters Score -1.133579e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 85068 members 
Entering Unmasked Estep 
Score: -11335783.000000 Penalty: 3731.013184
	Iteration 94Q: 3 clusters Score -1.133578e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 85222 members 
Entering Unmasked Estep 
Score: -11335783.000000 Penalty: 3731.013184
	Iteration 95Q: 3 clusters Score -1.133578e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 85343 members 
Entering Unmasked Estep 
Score: -11335784.000000 Penalty: 3731.013184
	Iteration 96Q: 3 clusters Score -1.133578e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 85446 members 
Entering Unmasked Estep 
Score: -11335761.000000 Penalty: 3731.013184
	Iteration 97Q: 3 clusters Score -1.133576e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 85556 members 
Entering Unmasked Estep 
Score: -11335761.000000 Penalty: 3731.013184
	Iteration 98Q: 3 clusters Score -1.133576e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 85661 members 
Entering Unmasked Estep 
Score: -11335773.000000 Penalty: 3731.013184
	Iteration 99Q: 3 clusters Score -1.133577e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 85764 members 
Entering Unmasked Estep 
Score: -11335766.000000 Penalty: 3731.013184
	Iteration 100F: 3 clusters Score -1.133577e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 85859 members 
Entering Unmasked Estep 
Score: -11335743.000000 Penalty: 3731.013184
	Iteration 101Q: 3 clusters Score -1.133574e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 85962 members 
Entering Unmasked Estep 
Score: -11335734.000000 Penalty: 3731.013184
	Iteration 102Q: 3 clusters Score -1.133573e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 86074 members 
Entering Unmasked Estep 
Score: -11335768.000000 Penalty: 3731.013184
	Iteration 103Q: 3 clusters Score -1.133577e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 86207 members 
Entering Unmasked Estep 
Score: -11335785.000000 Penalty: 3731.013184
	Iteration 104Q: 3 clusters Score -1.133578e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 86322 members 
Entering Unmasked Estep 
Score: -11335796.000000 Penalty: 3731.013184
	Iteration 105Q: 3 clusters Score -1.13358e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 86438 members 
Entering Unmasked Estep 
Score: -11335801.000000 Penalty: 3731.013184
	Iteration 106Q: 3 clusters Score -1.13358e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 86551 members 
Entering Unmasked Estep 
Score: -11335809.000000 Penalty: 3731.013184
	Iteration 107Q: 3 clusters Score -1.133581e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 86665 members 
Entering Unmasked Estep 
Score: -11335821.000000 Penalty: 3731.013184
	Iteration 108Q: 3 clusters Score -1.133582e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 86795 members 
Entering Unmasked Estep 
Score: -11335827.000000 Penalty: 3731.013184
	Iteration 109Q: 3 clusters Score -1.133583e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 86917 members 
Entering Unmasked Estep 
Score: -11335817.000000 Penalty: 3731.013184
	Iteration 110Q: 3 clusters Score -1.133582e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 87023 members 
Entering Unmasked Estep 
Score: -11335847.000000 Penalty: 3731.013184
	Iteration 111Q: 3 clusters Score -1.133585e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 87141 members 
Entering Unmasked Estep 
Score: -11335836.000000 Penalty: 3731.013184
	Iteration 112Q: 3 clusters Score -1.133584e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 87241 members 
Entering Unmasked Estep 
Score: -11335833.000000 Penalty: 3731.013184
	Iteration 113Q: 3 clusters Score -1.133583e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 87349 members 
Entering Unmasked Estep 
Score: -11335807.000000 Penalty: 3731.013184
	Iteration 114Q: 3 clusters Score -1.133581e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 87467 members 
Entering Unmasked Estep 
Score: -11335782.000000 Penalty: 3731.013184
	Iteration 115Q: 3 clusters Score -1.133578e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 87581 members 
Entering Unmasked Estep 
Score: -11335792.000000 Penalty: 3731.013184
	Iteration 116Q: 3 clusters Score -1.133579e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 87697 members 
Entering Unmasked Estep 
Score: -11335800.000000 Penalty: 3731.013184
	Iteration 117Q: 3 clusters Score -1.13358e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 87813 members 
Entering Unmasked Estep 
Score: -11335806.000000 Penalty: 3731.013184
	Iteration 118Q: 3 clusters Score -1.133581e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 87925 members 
Entering Unmasked Estep 
Score: -11335813.000000 Penalty: 3731.013184
	Iteration 119Q: 3 clusters Score -1.133581e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 88034 members 
Entering Unmasked Estep 
Score: -11335831.000000 Penalty: 3731.013184
	Iteration 120F: 3 clusters Score -1.133583e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 88140 members 
Entering Unmasked Estep 
Score: -11335806.000000 Penalty: 3731.013184
	Iteration 121Q: 3 clusters Score -1.133581e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 88235 members 
Entering Unmasked Estep 
Score: -11335779.000000 Penalty: 3731.013184
	Iteration 122Q: 3 clusters Score -1.133578e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 88329 members 
Entering Unmasked Estep 
Score: -11335791.000000 Penalty: 3731.013184
	Iteration 123Q: 3 clusters Score -1.133579e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 88409 members 
Entering Unmasked Estep 
Score: -11335791.000000 Penalty: 3731.013184
	Iteration 124Q: 3 clusters Score -1.133579e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 88494 members 
Entering Unmasked Estep 
Score: -11335794.000000 Penalty: 3731.013184
	Iteration 125Q: 3 clusters Score -1.133579e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 88583 members 
Entering Unmasked Estep 
Score: -11335810.000000 Penalty: 3731.013184
	Iteration 126Q: 3 clusters Score -1.133581e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 88673 members 
Entering Unmasked Estep 
Score: -11335798.000000 Penalty: 3731.013184
	Iteration 127Q: 3 clusters Score -1.13358e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 88767 members 
Entering Unmasked Estep 
Score: -11335827.000000 Penalty: 3731.013184
	Iteration 128Q: 3 clusters Score -1.133583e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 88845 members 
Entering Unmasked Estep 
Score: -11335856.000000 Penalty: 3731.013184
	Iteration 129Q: 3 clusters Score -1.133586e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 88914 members 
Entering Unmasked Estep 
Score: -11335853.000000 Penalty: 3731.013184
	Iteration 130Q: 3 clusters Score -1.133585e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 88979 members 
Entering Unmasked Estep 
Score: -11335822.000000 Penalty: 3731.013184
	Iteration 131Q: 3 clusters Score -1.133582e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 89031 members 
Entering Unmasked Estep 
Score: -11335824.000000 Penalty: 3731.013184
	Iteration 132Q: 3 clusters Score -1.133582e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 89070 members 
Entering Unmasked Estep 
Score: -11335839.000000 Penalty: 3731.013184
	Iteration 133Q: 3 clusters Score -1.133584e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 89117 members 
Entering Unmasked Estep 
Score: -11335833.000000 Penalty: 3731.013184
	Iteration 134Q: 3 clusters Score -1.133583e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 89158 members 
Entering Unmasked Estep 
Score: -11335831.000000 Penalty: 3731.013184
	Iteration 135Q: 3 clusters Score -1.133583e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 89208 members 
Entering Unmasked Estep 
Score: -11335843.000000 Penalty: 3731.013184
	Iteration 136Q: 3 clusters Score -1.133584e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 89242 members 
Entering Unmasked Estep 
Score: -11335854.000000 Penalty: 3731.013184
	Iteration 137Q: 3 clusters Score -1.133585e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 89283 members 
Entering Unmasked Estep 
Score: -11335863.000000 Penalty: 3731.013184
	Iteration 138Q: 3 clusters Score -1.133586e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 89325 members 
Entering Unmasked Estep 
Score: -11335864.000000 Penalty: 3731.013184
	Iteration 139Q: 3 clusters Score -1.133586e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 89368 members 
Entering Unmasked Estep 
Score: -11335859.000000 Penalty: 3731.013184
	Iteration 140F: 3 clusters Score -1.133586e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 89409 members 
Entering Unmasked Estep 
Score: -11335849.000000 Penalty: 3731.013184
	Iteration 141Q: 3 clusters Score -1.133585e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 89453 members 
Entering Unmasked Estep 
Score: -11335864.000000 Penalty: 3731.013184
	Iteration 142Q: 3 clusters Score -1.133586e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 89488 members 
Entering Unmasked Estep 
Score: -11335845.000000 Penalty: 3731.013184
	Iteration 143Q: 3 clusters Score -1.133584e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 89515 members 
Entering Unmasked Estep 
Score: -11335827.000000 Penalty: 3731.013184
	Iteration 144Q: 3 clusters Score -1.133583e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 89540 members 
Entering Unmasked Estep 
Score: -11335831.000000 Penalty: 3731.013184
	Iteration 145Q: 3 clusters Score -1.133583e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 89564 members 
Entering Unmasked Estep 
Score: -11335821.000000 Penalty: 3731.013184
	Iteration 146Q: 3 clusters Score -1.133582e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 89586 members 
Entering Unmasked Estep 
Score: -11335820.000000 Penalty: 3731.013184
	Iteration 147Q: 3 clusters Score -1.133582e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 89599 members 
Entering Unmasked Estep 
Score: -11335808.000000 Penalty: 3731.013184
	Iteration 148Q: 3 clusters Score -1.133581e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 89614 members 
Entering Unmasked Estep 
Score: -11335809.000000 Penalty: 3731.013184
	Iteration 149Q: 3 clusters Score -1.133581e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 89626 members 
Entering Unmasked Estep 
Score: -11335811.000000 Penalty: 3731.013184
	Iteration 150Q: 3 clusters Score -1.133581e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 89643 members 
Entering Unmasked Estep 
Score: -11335804.000000 Penalty: 3731.013184
	Iteration 151Q: 3 clusters Score -1.13358e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 89652 members 
Entering Unmasked Estep 
Score: -11335811.000000 Penalty: 3731.013184
	Iteration 152Q: 3 clusters Score -1.133581e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 89663 members 
Entering Unmasked Estep 
Score: -11335813.000000 Penalty: 3731.013184
	Iteration 153Q: 3 clusters Score -1.133581e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 89674 members 
Entering Unmasked Estep 
Score: -11335811.000000 Penalty: 3731.013184
	Iteration 154Q: 3 clusters Score -1.133581e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 89688 members 
Entering Unmasked Estep 
Score: -11335805.000000 Penalty: 3731.013184
	Iteration 155Q: 3 clusters Score -1.13358e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 89705 members 
Entering Unmasked Estep 
Score: -11335812.000000 Penalty: 3731.013184
	Iteration 156Q: 3 clusters Score -1.133581e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 89720 members 
Entering Unmasked Estep 
Score: -11335822.000000 Penalty: 3731.013184
	Iteration 157Q: 3 clusters Score -1.133582e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 89730 members 
Entering Unmasked Estep 
Score: -11335818.000000 Penalty: 3731.013184
	Iteration 158Q: 3 clusters Score -1.133582e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 89743 members 
Entering Unmasked Estep 
Score: -11335812.000000 Penalty: 3731.013184
	Iteration 159Q: 3 clusters Score -1.133581e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 89758 members 
Entering Unmasked Estep 
Score: -11335816.000000 Penalty: 3731.013184
	Iteration 160F: 3 clusters Score -1.133582e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 89770 members 
Entering Unmasked Estep 
Score: -11335827.000000 Penalty: 3731.013184
	Iteration 161Q: 3 clusters Score -1.133583e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 89784 members 
Entering Unmasked Estep 
Score: -11335843.000000 Penalty: 3731.013184
	Iteration 162Q: 3 clusters Score -1.133584e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 89805 members 
Entering Unmasked Estep 
Score: -11335848.000000 Penalty: 3731.013184
	Iteration 163Q: 3 clusters Score -1.133585e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 89828 members 
Entering Unmasked Estep 
Score: -11335862.000000 Penalty: 3731.013184
	Iteration 164Q: 3 clusters Score -1.133586e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 89856 members 
Entering Unmasked Estep 
Score: -11335849.000000 Penalty: 3731.013184
	Iteration 165Q: 3 clusters Score -1.133585e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 89887 members 
Entering Unmasked Estep 
Score: -11335830.000000 Penalty: 3731.013184
	Iteration 166Q: 3 clusters Score -1.133583e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 89913 members 
Entering Unmasked Estep 
Score: -11335827.000000 Penalty: 3731.013184
	Iteration 167Q: 3 clusters Score -1.133583e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 89946 members 
Entering Unmasked Estep 
Score: -11335831.000000 Penalty: 3731.013184
	Iteration 168Q: 3 clusters Score -1.133583e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 89973 members 
Entering Unmasked Estep 
Score: -11335841.000000 Penalty: 3731.013184
	Iteration 169Q: 3 clusters Score -1.133584e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 89991 members 
Entering Unmasked Estep 
Score: -11335834.000000 Penalty: 3731.013184
	Iteration 170Q: 3 clusters Score -1.133583e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 90021 members 
Entering Unmasked Estep 
Score: -11335823.000000 Penalty: 3731.013184
	Iteration 171Q: 3 clusters Score -1.133582e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 90051 members 
Entering Unmasked Estep 
Score: -11335825.000000 Penalty: 3731.013184
	Iteration 172Q: 3 clusters Score -1.133582e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 90088 members 
Entering Unmasked Estep 
Score: -11335816.000000 Penalty: 3731.013184
	Iteration 173Q: 3 clusters Score -1.133582e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 90111 members 
Entering Unmasked Estep 
Score: -11335829.000000 Penalty: 3731.013184
	Iteration 174Q: 3 clusters Score -1.133583e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 90132 members 
Entering Unmasked Estep 
Score: -11335832.000000 Penalty: 3731.013184
	Iteration 175Q: 3 clusters Score -1.133583e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 90156 members 
Entering Unmasked Estep 
Score: -11335818.000000 Penalty: 3731.013184
	Iteration 176Q: 3 clusters Score -1.133582e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 90183 members 
Entering Unmasked Estep 
Score: -11335817.000000 Penalty: 3731.013184
	Iteration 177Q: 3 clusters Score -1.133582e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 90204 members 
Entering Unmasked Estep 
Score: -11335828.000000 Penalty: 3731.013184
	Iteration 178Q: 3 clusters Score -1.133583e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 90229 members 
Entering Unmasked Estep 
Score: -11335832.000000 Penalty: 3731.013184
	Iteration 179Q: 3 clusters Score -1.133583e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 90255 members 
Entering Unmasked Estep 
Score: -11335836.000000 Penalty: 3731.013184
	Iteration 180F: 3 clusters Score -1.133584e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 90279 members 
Entering Unmasked Estep 
Score: -11335813.000000 Penalty: 3731.013184
	Iteration 181Q: 3 clusters Score -1.133581e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 90301 members 
Entering Unmasked Estep 
Score: -11335815.000000 Penalty: 3731.013184
	Iteration 182Q: 3 clusters Score -1.133582e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 90317 members 
Entering Unmasked Estep 
Score: -11335810.000000 Penalty: 3731.013184
	Iteration 183Q: 3 clusters Score -1.133581e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 90330 members 
Entering Unmasked Estep 
Score: -11335824.000000 Penalty: 3731.013184
	Iteration 184Q: 3 clusters Score -1.133582e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 90350 members 
Entering Unmasked Estep 
Score: -11335824.000000 Penalty: 3731.013184
	Iteration 185Q: 3 clusters Score -1.133582e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 90362 members 
Entering Unmasked Estep 
Score: -11335820.000000 Penalty: 3731.013184
	Iteration 186Q: 3 clusters Score -1.133582e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 90372 members 
Entering Unmasked Estep 
Score: -11335825.000000 Penalty: 3731.013184
	Iteration 187Q: 3 clusters Score -1.133582e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 90385 members 
Entering Unmasked Estep 
Score: -11335822.000000 Penalty: 3731.013184
	Iteration 188Q: 3 clusters Score -1.133582e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 90397 members 
Entering Unmasked Estep 
Score: -11335823.000000 Penalty: 3731.013184
	Iteration 189Q: 3 clusters Score -1.133582e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 90406 members 
Entering Unmasked Estep 
Score: -11335827.000000 Penalty: 3731.013184
	Iteration 190Q: 3 clusters Score -1.133583e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 90409 members 
Entering Unmasked Estep 
Score: -11335823.000000 Penalty: 3731.013184
	Iteration 191Q: 3 clusters Score -1.133582e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 90416 members 
Entering Unmasked Estep 
Score: -11335833.000000 Penalty: 3731.013184
	Iteration 192Q: 3 clusters Score -1.133583e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 90429 members 
Entering Unmasked Estep 
Score: -11335830.000000 Penalty: 3731.013184
	Iteration 193Q: 3 clusters Score -1.133583e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 90438 members 
Entering Unmasked Estep 
Score: -11335825.000000 Penalty: 3731.013184
	Iteration 194Q: 3 clusters Score -1.133582e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 90444 members 
Entering Unmasked Estep 
Score: -11335833.000000 Penalty: 3731.013184
	Iteration 195Q: 3 clusters Score -1.133583e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 90451 members 
Entering Unmasked Estep 
Score: -11335827.000000 Penalty: 3731.013184
	Iteration 196Q: 3 clusters Score -1.133583e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 90461 members 
Entering Unmasked Estep 
Score: -11335833.000000 Penalty: 3731.013184
	Iteration 197Q: 3 clusters Score -1.133583e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 90467 members 
Entering Unmasked Estep 
Score: -11335835.000000 Penalty: 3731.013184
	Iteration 198Q: 3 clusters Score -1.133584e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 90472 members 
Entering Unmasked Estep 
Score: -11335837.000000 Penalty: 3731.013184
	Iteration 199Q: 3 clusters Score -1.133584e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 90478 members 
Entering Unmasked Estep 
Score: -11335837.000000 Penalty: 3731.013184
	Iteration 200F: 3 clusters Score -1.133584e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 90486 members 
Entering Unmasked Estep 
Score: -11335848.000000 Penalty: 3731.013184
	Iteration 201Q: 3 clusters Score -1.133585e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 90496 members 
Entering Unmasked Estep 
Score: -11335836.000000 Penalty: 3731.013184
	Iteration 202Q: 3 clusters Score -1.133584e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 90501 members 
Entering Unmasked Estep 
Score: -11335839.000000 Penalty: 3731.013184
	Iteration 203Q: 3 clusters Score -1.133584e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 90512 members 
Entering Unmasked Estep 
Score: -11335847.000000 Penalty: 3731.013184
	Iteration 204Q: 3 clusters Score -1.133585e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 90525 members 
Entering Unmasked Estep 
Score: -11335863.000000 Penalty: 3731.013184
	Iteration 205Q: 3 clusters Score -1.133586e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 90533 members 
Entering Unmasked Estep 
Score: -11335863.000000 Penalty: 3731.013184
	Iteration 206Q: 3 clusters Score -1.133586e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 90542 members 
Entering Unmasked Estep 
Score: -11335856.000000 Penalty: 3731.013184
	Iteration 207Q: 3 clusters Score -1.133586e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 90552 members 
Entering Unmasked Estep 
Score: -11335855.000000 Penalty: 3731.013184
	Iteration 208Q: 3 clusters Score -1.133586e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 90567 members 
Entering Unmasked Estep 
Score: -11335850.000000 Penalty: 3731.013184
	Iteration 209Q: 3 clusters Score -1.133585e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 90581 members 
Entering Unmasked Estep 
Score: -11335856.000000 Penalty: 3731.013184
	Iteration 210Q: 3 clusters Score -1.133586e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 90592 members 
Entering Unmasked Estep 
Score: -11335848.000000 Penalty: 3731.013184
	Iteration 211Q: 3 clusters Score -1.133585e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 90601 members 
Entering Unmasked Estep 
Score: -11335850.000000 Penalty: 3731.013184
	Iteration 212Q: 3 clusters Score -1.133585e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 90604 members 
Entering Unmasked Estep 
Score: -11335844.000000 Penalty: 3731.013184
	Iteration 213Q: 3 clusters Score -1.133584e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 90607 members 
Entering Unmasked Estep 
Score: -11335847.000000 Penalty: 3731.013184
	Iteration 214Q: 3 clusters Score -1.133585e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 90610 members 
Entering Unmasked Estep 
Score: -11335845.000000 Penalty: 3731.013184
	Iteration 215Q: 3 clusters Score -1.133584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 90614 members 
Entering Unmasked Estep 
Score: -11335840.000000 Penalty: 3731.013184
	Iteration 216Q: 3 clusters Score -1.133584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 90618 members 
Entering Unmasked Estep 
Score: -11335844.000000 Penalty: 3731.013184
	Iteration 217Q: 3 clusters Score -1.133584e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 90618 members 
Entering Unmasked Estep 
Score: -11335851.000000 Penalty: 3731.013184
	Iteration 218Q: 3 clusters Score -1.133585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 90619 members 
Entering Unmasked Estep 
Score: -11335850.000000 Penalty: 3731.013184
	Iteration 219Q: 3 clusters Score -1.133585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 90620 members 
Entering Unmasked Estep 
Score: -11335849.000000 Penalty: 3731.013184
	Iteration 220F: 3 clusters Score -1.133585e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 90620 members 
Entering Unmasked Estep 
Score: -11335845.000000 Penalty: 3731.013184
	Iteration 221Q: 3 clusters Score -1.133584e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 90621 members 
Entering Unmasked Estep 
Score: -11335848.000000 Penalty: 3731.013184
	Iteration 222Q: 3 clusters Score -1.133585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 90622 members 
Entering Unmasked Estep 
Score: -11335846.000000 Penalty: 3731.013184
	Iteration 223Q: 3 clusters Score -1.133585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 90623 members 
Entering Unmasked Estep 
Score: -11335851.000000 Penalty: 3731.013184
	Iteration 224Q: 3 clusters Score -1.133585e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 90625 members 
Entering Unmasked Estep 
Score: -11335850.000000 Penalty: 3731.013184
	Iteration 225Q: 3 clusters Score -1.133585e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 90625 members 
Entering Unmasked Estep 
Score: -11335850.000000 Penalty: 3731.013184
	Iteration 226F: 3 clusters Score -1.133585e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (86722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86722 members 
Entering Unmasked Estep 
Score: -10323261.000000 Penalty: 1847.700195
	Iteration 0F: 2 clusters Score -1.032326e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43236 members 
Mstep: Class 2 contains 43486 members 
Entering Unmasked Estep 
Score: -10265649.000000 Penalty: 3695.400391
	Iteration 0F: 3 clusters Score -1.026565e+07 nChanged 41172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 46084 members 
Entering Unmasked Estep 
Score: -10289615.000000 Penalty: 3695.400391
	Iteration 1F: 3 clusters Score -1.028962e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39255 members 
Mstep: Class 2 contains 47467 members 
Entering Unmasked Estep 
Score: -10290512.000000 Penalty: 3695.400391
	Iteration 2Q: 3 clusters Score -1.029051e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37152 members 
Mstep: Class 2 contains 49570 members 
Entering Unmasked Estep 
Score: -10291751.000000 Penalty: 3695.400391
	Iteration 3Q: 3 clusters Score -1.029175e+07 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34041 members 
Mstep: Class 2 contains 52681 members 
Entering Unmasked Estep 
Score: -10293660.000000 Penalty: 3695.400391
	Iteration 4Q: 3 clusters Score -1.029366e+07 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29585 members 
Mstep: Class 2 contains 57137 members 
Entering Unmasked Estep 
Score: -10296698.000000 Penalty: 3695.400391
	Iteration 5F: 3 clusters Score -1.02967e+07 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 62929 members 
Entering Unmasked Estep 
Score: -10301362.000000 Penalty: 3695.400391
	Iteration 6F: 3 clusters Score -1.030136e+07 nChanged 6863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 69516 members 
Entering Unmasked Estep 
Score: -10307614.000000 Penalty: 3695.400391
	Iteration 7F: 3 clusters Score -1.030761e+07 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 75467 members 
Entering Unmasked Estep 
Score: -10314044.000000 Penalty: 3695.400391
	Iteration 8F: 3 clusters Score -1.031404e+07 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 79358 members 
Entering Unmasked Estep 
Score: -10318533.000000 Penalty: 3695.400391
	Iteration 9Q: 3 clusters Score -1.031853e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 81145 members 
Entering Unmasked Estep 
Score: -10320416.000000 Penalty: 3695.400391
	Iteration 10Q: 3 clusters Score -1.032042e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 82120 members 
Entering Unmasked Estep 
Score: -10321176.000000 Penalty: 3695.400391
	Iteration 11Q: 3 clusters Score -1.032118e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 82780 members 
Entering Unmasked Estep 
Score: -10321594.000000 Penalty: 3695.400391
	Iteration 12Q: 3 clusters Score -1.032159e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 83211 members 
Entering Unmasked Estep 
Score: -10321777.000000 Penalty: 3695.400391
	Iteration 13Q: 3 clusters Score -1.032178e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 83540 members 
Entering Unmasked Estep 
Score: -10321930.000000 Penalty: 3695.400391
	Iteration 14Q: 3 clusters Score -1.032193e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 83805 members 
Entering Unmasked Estep 
Score: -10322066.000000 Penalty: 3695.400391
	Iteration 15Q: 3 clusters Score -1.032207e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 84024 members 
Entering Unmasked Estep 
Score: -10322176.000000 Penalty: 3695.400391
	Iteration 16Q: 3 clusters Score -1.032218e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 84190 members 
Entering Unmasked Estep 
Score: -10322234.000000 Penalty: 3695.400391
	Iteration 17Q: 3 clusters Score -1.032223e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 84329 members 
Entering Unmasked Estep 
Score: -10322274.000000 Penalty: 3695.400391
	Iteration 18Q: 3 clusters Score -1.032227e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 84424 members 
Entering Unmasked Estep 
Score: -10322297.000000 Penalty: 3695.400391
	Iteration 19Q: 3 clusters Score -1.03223e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 84509 members 
Entering Unmasked Estep 
Score: -10322332.000000 Penalty: 3695.400391
	Iteration 20F: 3 clusters Score -1.032233e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 84578 members 
Entering Unmasked Estep 
Score: -10322350.000000 Penalty: 3695.400391
	Iteration 21Q: 3 clusters Score -1.032235e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 84640 members 
Entering Unmasked Estep 
Score: -10322354.000000 Penalty: 3695.400391
	Iteration 22Q: 3 clusters Score -1.032235e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 84689 members 
Entering Unmasked Estep 
Score: -10322366.000000 Penalty: 3695.400391
	Iteration 23Q: 3 clusters Score -1.032237e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 84719 members 
Entering Unmasked Estep 
Score: -10322366.000000 Penalty: 3695.400391
	Iteration 24Q: 3 clusters Score -1.032237e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 84743 members 
Entering Unmasked Estep 
Score: -10322374.000000 Penalty: 3695.400391
	Iteration 25Q: 3 clusters Score -1.032237e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 84761 members 
Entering Unmasked Estep 
Score: -10322383.000000 Penalty: 3695.400391
	Iteration 26Q: 3 clusters Score -1.032238e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 84774 members 
Entering Unmasked Estep 
Score: -10322376.000000 Penalty: 3695.400391
	Iteration 27Q: 3 clusters Score -1.032238e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 84793 members 
Entering Unmasked Estep 
Score: -10322387.000000 Penalty: 3695.400391
	Iteration 28Q: 3 clusters Score -1.032239e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 84807 members 
Entering Unmasked Estep 
Score: -10322394.000000 Penalty: 3695.400391
	Iteration 29Q: 3 clusters Score -1.032239e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 84817 members 
Entering Unmasked Estep 
Score: -10322391.000000 Penalty: 3695.400391
	Iteration 30Q: 3 clusters Score -1.032239e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 84822 members 
Entering Unmasked Estep 
Score: -10322395.000000 Penalty: 3695.400391
	Iteration 31Q: 3 clusters Score -1.03224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 84824 members 
Entering Unmasked Estep 
Score: -10322396.000000 Penalty: 3695.400391
	Iteration 32Q: 3 clusters Score -1.03224e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 84825 members 
Entering Unmasked Estep 
Score: -10322391.000000 Penalty: 3695.400391
	Iteration 33Q: 3 clusters Score -1.032239e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 84825 members 
Entering Unmasked Estep 
Score: -10322391.000000 Penalty: 3695.400391
	Iteration 34F: 3 clusters Score -1.032239e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (29159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Entering Unmasked Estep 
Score: -3214611.250000 Penalty: 1670.584229
	Iteration 0F: 2 clusters Score -3214611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -3194930.500000 Penalty: 3341.168457
	Iteration 0F: 3 clusters Score -3194930 nChanged 13468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -3202567.500000 Penalty: 3341.168457
	Iteration 1F: 3 clusters Score -3202568 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -3203107.000000 Penalty: 3341.168457
	Iteration 2F: 3 clusters Score -3203107 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -3203899.250000 Penalty: 3341.168457
	Iteration 3F: 3 clusters Score -3203899 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -3205014.750000 Penalty: 3341.168457
	Iteration 4F: 3 clusters Score -3205015 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -3206537.000000 Penalty: 3341.168457
	Iteration 5F: 3 clusters Score -3206537 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -3208367.750000 Penalty: 3341.168457
	Iteration 6F: 3 clusters Score -3208368 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -3210237.250000 Penalty: 3341.168457
	Iteration 7F: 3 clusters Score -3210237 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 27598 members 
Entering Unmasked Estep 
Score: -3211724.750000 Penalty: 3341.168457
	Iteration 8F: 3 clusters Score -3211725 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -3212524.750000 Penalty: 3341.168457
	Iteration 9Q: 3 clusters Score -3212525 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 28785 members 
Entering Unmasked Estep 
Score: -3212887.250000 Penalty: 3341.168457
	Iteration 10Q: 3 clusters Score -3212887 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 28910 members 
Entering Unmasked Estep 
Score: -3213026.750000 Penalty: 3341.168457
	Iteration 11Q: 3 clusters Score -3213027 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -3213084.000000 Penalty: 3341.168457
	Iteration 12Q: 3 clusters Score -3213084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -3213110.250000 Penalty: 3341.168457
	Iteration 13Q: 3 clusters Score -3213110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 28974 members 
Entering Unmasked Estep 
Score: -3213127.750000 Penalty: 3341.168457
	Iteration 14Q: 3 clusters Score -3213128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 28983 members 
Entering Unmasked Estep 
Score: -3213143.000000 Penalty: 3341.168457
	Iteration 15Q: 3 clusters Score -3213143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -3213154.750000 Penalty: 3341.168457
	Iteration 16Q: 3 clusters Score -3213155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -3213163.750000 Penalty: 3341.168457
	Iteration 17Q: 3 clusters Score -3213164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 29000 members 
Entering Unmasked Estep 
Score: -3213174.000000 Penalty: 3341.168457
	Iteration 18Q: 3 clusters Score -3213174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
Score: -3213180.500000 Penalty: 3341.168457
	Iteration 19Q: 3 clusters Score -3213180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
Score: -3213180.500000 Penalty: 3341.168457
	Iteration 20F: 3 clusters Score -3213180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -82950.687500 Penalty: 1104.665283
	Iteration 0F: 2 clusters Score -82950.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -81673.156250 Penalty: 2209.330566
	Iteration 0F: 3 clusters Score -81673.16 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -81978.757812 Penalty: 2209.330566
	Iteration 1F: 3 clusters Score -81978.76 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -82076.507812 Penalty: 2209.330566
	Iteration 2F: 3 clusters Score -82076.51 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -82137.835938 Penalty: 2209.330566
	Iteration 3F: 3 clusters Score -82137.84 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -82201.335938 Penalty: 2209.330566
	Iteration 4Q: 3 clusters Score -82201.34 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -82247.875000 Penalty: 2209.330566
	Iteration 5Q: 3 clusters Score -82247.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -82290.335938 Penalty: 2209.330566
	Iteration 6Q: 3 clusters Score -82290.34 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -82346.773438 Penalty: 2209.330566
	Iteration 7Q: 3 clusters Score -82346.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -82376.500000 Penalty: 2209.330566
	Iteration 8Q: 3 clusters Score -82376.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -82421.632812 Penalty: 2209.330566
	Iteration 9Q: 3 clusters Score -82421.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -82440.546875 Penalty: 2209.330566
	Iteration 10Q: 3 clusters Score -82440.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -82456.734375 Penalty: 2209.330566
	Iteration 11Q: 3 clusters Score -82456.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -82464.671875 Penalty: 2209.330566
	Iteration 12Q: 3 clusters Score -82464.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -82466.007812 Penalty: 2209.330566
	Iteration 13Q: 3 clusters Score -82466.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -82466.929688 Penalty: 2209.330566
	Iteration 14Q: 3 clusters Score -82466.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -82473.960938 Penalty: 2209.330566
	Iteration 15F: 3 clusters Score -82473.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -82488.882812 Penalty: 2209.330566
	Iteration 16Q: 3 clusters Score -82488.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -82514.757812 Penalty: 2209.330566
	Iteration 17Q: 3 clusters Score -82514.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -82545.351562 Penalty: 2209.330566
	Iteration 18Q: 3 clusters Score -82545.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -82582.578125 Penalty: 2209.330566
	Iteration 19Q: 3 clusters Score -82582.58 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -82617.867188 Penalty: 2209.330566
	Iteration 20F: 3 clusters Score -82617.87 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -82647.015625 Penalty: 2209.330566
	Iteration 21Q: 3 clusters Score -82647.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -82663.382812 Penalty: 2209.330566
	Iteration 22Q: 3 clusters Score -82663.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -82667.031250 Penalty: 2209.330566
	Iteration 23Q: 3 clusters Score -82667.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -82667.945312 Penalty: 2209.330566
	Iteration 24Q: 3 clusters Score -82667.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -82668.953125 Penalty: 2209.330566
	Iteration 25Q: 3 clusters Score -82668.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -82668.953125 Penalty: 2209.330566
	Iteration 26F: 3 clusters Score -82668.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Entering Unmasked Estep 
Score: -82862.234375 Penalty: 1090.459961
	Iteration 0F: 2 clusters Score -82862.23 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 387 members 
Entering Unmasked Estep 
Score: -81639.273438 Penalty: 2180.919922
	Iteration 0F: 3 clusters Score -81639.27 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -82002.117188 Penalty: 2180.919922
	Iteration 1F: 3 clusters Score -82002.12 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -82160.398438 Penalty: 2180.919922
	Iteration 2F: 3 clusters Score -82160.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -82281.484375 Penalty: 2180.919922
	Iteration 3F: 3 clusters Score -82281.48 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -82356.992188 Penalty: 2180.919922
	Iteration 4Q: 3 clusters Score -82356.99 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -82415.179688 Penalty: 2180.919922
	Iteration 5Q: 3 clusters Score -82415.18 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -82468.453125 Penalty: 2180.919922
	Iteration 6Q: 3 clusters Score -82468.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -82498.148438 Penalty: 2180.919922
	Iteration 7Q: 3 clusters Score -82498.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -82538.843750 Penalty: 2180.919922
	Iteration 8Q: 3 clusters Score -82538.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -82572.835938 Penalty: 2180.919922
	Iteration 9Q: 3 clusters Score -82572.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -82610.148438 Penalty: 2180.919922
	Iteration 10Q: 3 clusters Score -82610.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -82623.453125 Penalty: 2180.919922
	Iteration 11Q: 3 clusters Score -82623.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -82626.398438 Penalty: 2180.919922
	Iteration 12Q: 3 clusters Score -82626.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -82631.539062 Penalty: 2180.919922
	Iteration 13Q: 3 clusters Score -82631.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -82632.007812 Penalty: 2180.919922
	Iteration 14Q: 3 clusters Score -82632.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -82636.359375 Penalty: 2180.919922
	Iteration 15F: 3 clusters Score -82636.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -82650.562500 Penalty: 2180.919922
	Iteration 16Q: 3 clusters Score -82650.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -82674.750000 Penalty: 2180.919922
	Iteration 17Q: 3 clusters Score -82674.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -82695.882812 Penalty: 2180.919922
	Iteration 18Q: 3 clusters Score -82695.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -82721.476562 Penalty: 2180.919922
	Iteration 19Q: 3 clusters Score -82721.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -82732.515625 Penalty: 2180.919922
	Iteration 20F: 3 clusters Score -82732.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -82740.273438 Penalty: 2180.919922
	Iteration 21Q: 3 clusters Score -82740.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -82742.789062 Penalty: 2180.919922
	Iteration 22Q: 3 clusters Score -82742.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -82742.789062 Penalty: 2180.919922
	Iteration 23F: 3 clusters Score -82742.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Entering Unmasked Estep 
Score: -280400.812500 Penalty: 1277.530640
	Iteration 0F: 2 clusters Score -280400.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -277943.437500 Penalty: 2555.061279
	Iteration 0F: 3 clusters Score -277943.4 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -278555.093750 Penalty: 2555.061279
	Iteration 1F: 3 clusters Score -278555.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -278735.125000 Penalty: 2555.061279
	Iteration 2F: 3 clusters Score -278735.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -278824.656250 Penalty: 2555.061279
	Iteration 3F: 3 clusters Score -278824.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -278883.562500 Penalty: 2555.061279
	Iteration 4Q: 3 clusters Score -278883.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -278924.281250 Penalty: 2555.061279
	Iteration 5Q: 3 clusters Score -278924.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -278960.812500 Penalty: 2555.061279
	Iteration 6Q: 3 clusters Score -278960.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -279001.000000 Penalty: 2555.061279
	Iteration 7Q: 3 clusters Score -279001 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -279043.500000 Penalty: 2555.061279
	Iteration 8Q: 3 clusters Score -279043.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -279073.656250 Penalty: 2555.061279
	Iteration 9Q: 3 clusters Score -279073.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -279101.718750 Penalty: 2555.061279
	Iteration 10Q: 3 clusters Score -279101.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -279124.156250 Penalty: 2555.061279
	Iteration 11Q: 3 clusters Score -279124.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -279152.437500 Penalty: 2555.061279
	Iteration 12Q: 3 clusters Score -279152.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -279190.781250 Penalty: 2555.061279
	Iteration 13Q: 3 clusters Score -279190.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -279225.250000 Penalty: 2555.061279
	Iteration 14Q: 3 clusters Score -279225.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -279252.218750 Penalty: 2555.061279
	Iteration 15Q: 3 clusters Score -279252.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -279270.531250 Penalty: 2555.061279
	Iteration 16Q: 3 clusters Score -279270.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -279282.562500 Penalty: 2555.061279
	Iteration 17Q: 3 clusters Score -279282.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -279293.281250 Penalty: 2555.061279
	Iteration 18Q: 3 clusters Score -279293.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -279304.218750 Penalty: 2555.061279
	Iteration 19Q: 3 clusters Score -279304.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -279313.218750 Penalty: 2555.061279
	Iteration 20F: 3 clusters Score -279313.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -279319.500000 Penalty: 2555.061279
	Iteration 21Q: 3 clusters Score -279319.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -279323.250000 Penalty: 2555.061279
	Iteration 22Q: 3 clusters Score -279323.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -279330.093750 Penalty: 2555.061279
	Iteration 23Q: 3 clusters Score -279330.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -279335.218750 Penalty: 2555.061279
	Iteration 24Q: 3 clusters Score -279335.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -279339.000000 Penalty: 2555.061279
	Iteration 25Q: 3 clusters Score -279339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -279342.031250 Penalty: 2555.061279
	Iteration 26Q: 3 clusters Score -279342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -279343.343750 Penalty: 2555.061279
	Iteration 27Q: 3 clusters Score -279343.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -279345.156250 Penalty: 2555.061279
	Iteration 28Q: 3 clusters Score -279345.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -279348.250000 Penalty: 2555.061279
	Iteration 29Q: 3 clusters Score -279348.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -279349.250000 Penalty: 2555.061279
	Iteration 30Q: 3 clusters Score -279349.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -279349.062500 Penalty: 2555.061279
	Iteration 31Q: 3 clusters Score -279349.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -279349.062500 Penalty: 2555.061279
	Iteration 32F: 3 clusters Score -279349.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (49606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49606 members 
Entering Unmasked Estep 
Score: -5934317.000000 Penalty: 1756.928345
	Iteration 0F: 2 clusters Score -5934317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -5901579.500000 Penalty: 3513.856689
	Iteration 0F: 3 clusters Score -5901580 nChanged 23321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -5915331.000000 Penalty: 3513.856689
	Iteration 1F: 3 clusters Score -5915331 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -5916809.500000 Penalty: 3513.856689
	Iteration 2F: 3 clusters Score -5916810 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30163 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -5919159.500000 Penalty: 3513.856689
	Iteration 3F: 3 clusters Score -5919160 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31809 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -5922529.000000 Penalty: 3513.856689
	Iteration 4F: 3 clusters Score -5922529 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -5926364.000000 Penalty: 3513.856689
	Iteration 5F: 3 clusters Score -5926364 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33233 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -5929160.000000 Penalty: 3513.856689
	Iteration 6F: 3 clusters Score -5929160 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33344 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -5930512.000000 Penalty: 3513.856689
	Iteration 7Q: 3 clusters Score -5930512 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -5931217.000000 Penalty: 3513.856689
	Iteration 8Q: 3 clusters Score -5931217 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33631 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -5931671.000000 Penalty: 3513.856689
	Iteration 9Q: 3 clusters Score -5931671 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33696 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -5931928.500000 Penalty: 3513.856689
	Iteration 10Q: 3 clusters Score -5931928 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33775 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -5932084.000000 Penalty: 3513.856689
	Iteration 11Q: 3 clusters Score -5932084 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33854 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -5932156.000000 Penalty: 3513.856689
	Iteration 12Q: 3 clusters Score -5932156 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33907 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -5932196.000000 Penalty: 3513.856689
	Iteration 13Q: 3 clusters Score -5932196 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -5932235.500000 Penalty: 3513.856689
	Iteration 14Q: 3 clusters Score -5932236 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33849 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -5932214.500000 Penalty: 3513.856689
	Iteration 15Q: 3 clusters Score -5932214 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33933 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -5932250.500000 Penalty: 3513.856689
	Iteration 16Q: 3 clusters Score -5932250 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33925 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -5932197.000000 Penalty: 3513.856689
	Iteration 17Q: 3 clusters Score -5932197 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -5932247.000000 Penalty: 3513.856689
	Iteration 18Q: 3 clusters Score -5932247 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33917 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -5932288.500000 Penalty: 3513.856689
	Iteration 19Q: 3 clusters Score -5932288 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33998 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -5932282.500000 Penalty: 3513.856689
	Iteration 20F: 3 clusters Score -5932282 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34037 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -5932275.000000 Penalty: 3513.856689
	Iteration 21Q: 3 clusters Score -5932275 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34192 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -5932287.500000 Penalty: 3513.856689
	Iteration 22Q: 3 clusters Score -5932288 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34217 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -5932289.500000 Penalty: 3513.856689
	Iteration 23Q: 3 clusters Score -5932290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34228 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -5932279.500000 Penalty: 3513.856689
	Iteration 24Q: 3 clusters Score -5932280 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34241 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -5932286.000000 Penalty: 3513.856689
	Iteration 25Q: 3 clusters Score -5932286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -5932297.500000 Penalty: 3513.856689
	Iteration 26Q: 3 clusters Score -5932298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -5932289.000000 Penalty: 3513.856689
	Iteration 27Q: 3 clusters Score -5932289 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -5932307.500000 Penalty: 3513.856689
	Iteration 28Q: 3 clusters Score -5932308 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34355 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -5932292.000000 Penalty: 3513.856689
	Iteration 29Q: 3 clusters Score -5932292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34348 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -5932284.500000 Penalty: 3513.856689
	Iteration 30Q: 3 clusters Score -5932284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34361 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -5932310.000000 Penalty: 3513.856689
	Iteration 31Q: 3 clusters Score -5932310 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34382 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -5932286.500000 Penalty: 3513.856689
	Iteration 32Q: 3 clusters Score -5932286 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -5932262.500000 Penalty: 3513.856689
	Iteration 33Q: 3 clusters Score -5932262 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34489 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -5932273.500000 Penalty: 3513.856689
	Iteration 34Q: 3 clusters Score -5932274 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34580 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -5932261.000000 Penalty: 3513.856689
	Iteration 35Q: 3 clusters Score -5932261 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34619 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -5932289.000000 Penalty: 3513.856689
	Iteration 36Q: 3 clusters Score -5932289 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -5932286.000000 Penalty: 3513.856689
	Iteration 37Q: 3 clusters Score -5932286 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34644 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -5932292.500000 Penalty: 3513.856689
	Iteration 38Q: 3 clusters Score -5932292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34650 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -5932288.000000 Penalty: 3513.856689
	Iteration 39Q: 3 clusters Score -5932288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -5932281.500000 Penalty: 3513.856689
	Iteration 40F: 3 clusters Score -5932282 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34767 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -5932305.000000 Penalty: 3513.856689
	Iteration 41Q: 3 clusters Score -5932305 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34755 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -5932280.000000 Penalty: 3513.856689
	Iteration 42Q: 3 clusters Score -5932280 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34714 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -5932305.500000 Penalty: 3513.856689
	Iteration 43Q: 3 clusters Score -5932306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34714 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -5932299.000000 Penalty: 3513.856689
	Iteration 44Q: 3 clusters Score -5932299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -5932289.000000 Penalty: 3513.856689
	Iteration 45Q: 3 clusters Score -5932289 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34707 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -5932297.500000 Penalty: 3513.856689
	Iteration 46Q: 3 clusters Score -5932298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34711 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -5932298.500000 Penalty: 3513.856689
	Iteration 47Q: 3 clusters Score -5932298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34711 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -5932298.500000 Penalty: 3513.856689
	Iteration 48F: 3 clusters Score -5932298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -31069.101562 Penalty: 970.330078
	Iteration 0F: 2 clusters Score -31069.1 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 191 members 
Entering Unmasked Estep 
Score: -30248.712891 Penalty: 1940.660156
	Iteration 0F: 3 clusters Score -30248.71 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -30543.482422 Penalty: 1940.660156
	Iteration 1F: 3 clusters Score -30543.48 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -30774.154297 Penalty: 1940.660156
	Iteration 2F: 3 clusters Score -30774.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -30862.679688 Penalty: 1940.660156
	Iteration 3Q: 3 clusters Score -30862.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -30888.921875 Penalty: 1940.660156
	Iteration 4Q: 3 clusters Score -30888.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -30908.880859 Penalty: 1940.660156
	Iteration 5Q: 3 clusters Score -30908.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -30923.867188 Penalty: 1940.660156
	Iteration 6Q: 3 clusters Score -30923.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -30930.230469 Penalty: 1940.660156
	Iteration 7Q: 3 clusters Score -30930.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -30930.230469 Penalty: 1940.660156
	Iteration 8F: 3 clusters Score -30930.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -14677.356445 Penalty: 910.344360
	Iteration 0F: 2 clusters Score -14677.36 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 135 members 
Entering Unmasked Estep 
Score: -13934.740234 Penalty: 1820.688721
	Iteration 0F: 3 clusters Score -13934.74 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -14164.810547 Penalty: 1820.688721
	Iteration 1F: 3 clusters Score -14164.81 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -14272.156250 Penalty: 1820.688721
	Iteration 2F: 3 clusters Score -14272.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -14309.542969 Penalty: 1820.688721
	Iteration 3Q: 3 clusters Score -14309.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -14328.783203 Penalty: 1820.688721
	Iteration 4Q: 3 clusters Score -14328.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -14341.801758 Penalty: 1820.688721
	Iteration 5Q: 3 clusters Score -14341.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -14343.542969 Penalty: 1820.688721
	Iteration 6Q: 3 clusters Score -14343.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -14343.542969 Penalty: 1820.688721
	Iteration 7F: 3 clusters Score -14343.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (117778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117778 members 
Entering Unmasked Estep 
Score: -13900281.000000 Penalty: 1897.440430
	Iteration 0F: 2 clusters Score -1.390028e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58758 members 
Mstep: Class 2 contains 59020 members 
Entering Unmasked Estep 
Score: -13827387.000000 Penalty: 3794.880859
	Iteration 0F: 3 clusters Score -1.382739e+07 nChanged 56430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56372 members 
Mstep: Class 2 contains 61406 members 
Entering Unmasked Estep 
Score: -13860265.000000 Penalty: 3794.880859
	Iteration 1F: 3 clusters Score -1.386026e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55243 members 
Mstep: Class 2 contains 62535 members 
Entering Unmasked Estep 
Score: -13860942.000000 Penalty: 3794.880859
	Iteration 2Q: 3 clusters Score -1.386094e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53668 members 
Mstep: Class 2 contains 64110 members 
Entering Unmasked Estep 
Score: -13861814.000000 Penalty: 3794.880859
	Iteration 3Q: 3 clusters Score -1.386181e+07 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51484 members 
Mstep: Class 2 contains 66294 members 
Entering Unmasked Estep 
Score: -13863244.000000 Penalty: 3794.880859
	Iteration 4Q: 3 clusters Score -1.386324e+07 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48512 members 
Mstep: Class 2 contains 69266 members 
Entering Unmasked Estep 
Score: -13865472.000000 Penalty: 3794.880859
	Iteration 5Q: 3 clusters Score -1.386547e+07 nChanged 6288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44742 members 
Mstep: Class 2 contains 73036 members 
Entering Unmasked Estep 
Score: -13869162.000000 Penalty: 3794.880859
	Iteration 6F: 3 clusters Score -1.386916e+07 nChanged 7598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40916 members 
Mstep: Class 2 contains 76862 members 
Entering Unmasked Estep 
Score: -13875048.000000 Penalty: 3794.880859
	Iteration 7F: 3 clusters Score -1.387505e+07 nChanged 8005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38359 members 
Mstep: Class 2 contains 79419 members 
Entering Unmasked Estep 
Score: -13882218.000000 Penalty: 3794.880859
	Iteration 8F: 3 clusters Score -1.388222e+07 nChanged 7357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 80350 members 
Entering Unmasked Estep 
Score: -13887716.000000 Penalty: 3794.880859
	Iteration 9F: 3 clusters Score -1.388772e+07 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37584 members 
Mstep: Class 2 contains 80194 members 
Entering Unmasked Estep 
Score: -13891219.000000 Penalty: 3794.880859
	Iteration 10Q: 3 clusters Score -1.389122e+07 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37984 members 
Mstep: Class 2 contains 79794 members 
Entering Unmasked Estep 
Score: -13893484.000000 Penalty: 3794.880859
	Iteration 11Q: 3 clusters Score -1.389348e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38776 members 
Mstep: Class 2 contains 79002 members 
Entering Unmasked Estep 
Score: -13896265.000000 Penalty: 3794.880859
	Iteration 12Q: 3 clusters Score -1.389626e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39786 members 
Mstep: Class 2 contains 77992 members 
Entering Unmasked Estep 
Score: -13898903.000000 Penalty: 3794.880859
	Iteration 13Q: 3 clusters Score -1.38989e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40856 members 
Mstep: Class 2 contains 76922 members 
Entering Unmasked Estep 
Score: -13900960.000000 Penalty: 3794.880859
	Iteration 14Q: 3 clusters Score -1.390096e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42069 members 
Mstep: Class 2 contains 75709 members 
Entering Unmasked Estep 
Score: -13902093.000000 Penalty: 3794.880859
	Iteration 15Q: 3 clusters Score -1.390209e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43395 members 
Mstep: Class 2 contains 74383 members 
Entering Unmasked Estep 
Score: -13902835.000000 Penalty: 3794.880859
	Iteration 16Q: 3 clusters Score -1.390284e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44522 members 
Mstep: Class 2 contains 73256 members 
Entering Unmasked Estep 
Score: -13903082.000000 Penalty: 3794.880859
	Iteration 17Q: 3 clusters Score -1.390308e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45664 members 
Mstep: Class 2 contains 72114 members 
Entering Unmasked Estep 
Score: -13903267.000000 Penalty: 3794.880859
	Iteration 18Q: 3 clusters Score -1.390327e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46906 members 
Mstep: Class 2 contains 70872 members 
Entering Unmasked Estep 
Score: -13903436.000000 Penalty: 3794.880859
	Iteration 19Q: 3 clusters Score -1.390344e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48078 members 
Mstep: Class 2 contains 69700 members 
Entering Unmasked Estep 
Score: -13903598.000000 Penalty: 3794.880859
	Iteration 20F: 3 clusters Score -1.39036e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49385 members 
Mstep: Class 2 contains 68393 members 
Entering Unmasked Estep 
Score: -13903609.000000 Penalty: 3794.880859
	Iteration 21Q: 3 clusters Score -1.390361e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50748 members 
Mstep: Class 2 contains 67030 members 
Entering Unmasked Estep 
Score: -13903678.000000 Penalty: 3794.880859
	Iteration 22Q: 3 clusters Score -1.390368e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52287 members 
Mstep: Class 2 contains 65491 members 
Entering Unmasked Estep 
Score: -13903657.000000 Penalty: 3794.880859
	Iteration 23Q: 3 clusters Score -1.390366e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53796 members 
Mstep: Class 2 contains 63982 members 
Entering Unmasked Estep 
Score: -13903765.000000 Penalty: 3794.880859
	Iteration 24Q: 3 clusters Score -1.390376e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55294 members 
Mstep: Class 2 contains 62484 members 
Entering Unmasked Estep 
Score: -13903763.000000 Penalty: 3794.880859
	Iteration 25Q: 3 clusters Score -1.390376e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56770 members 
Mstep: Class 2 contains 61008 members 
Entering Unmasked Estep 
Score: -13903823.000000 Penalty: 3794.880859
	Iteration 26Q: 3 clusters Score -1.390382e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58359 members 
Mstep: Class 2 contains 59419 members 
Entering Unmasked Estep 
Score: -13903727.000000 Penalty: 3794.880859
	Iteration 27Q: 3 clusters Score -1.390373e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59833 members 
Mstep: Class 2 contains 57945 members 
Entering Unmasked Estep 
Score: -13903702.000000 Penalty: 3794.880859
	Iteration 28Q: 3 clusters Score -1.39037e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61364 members 
Mstep: Class 2 contains 56414 members 
Entering Unmasked Estep 
Score: -13903640.000000 Penalty: 3794.880859
	Iteration 29Q: 3 clusters Score -1.390364e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62859 members 
Mstep: Class 2 contains 54919 members 
Entering Unmasked Estep 
Score: -13903691.000000 Penalty: 3794.880859
	Iteration 30Q: 3 clusters Score -1.390369e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64308 members 
Mstep: Class 2 contains 53470 members 
Entering Unmasked Estep 
Score: -13903648.000000 Penalty: 3794.880859
	Iteration 31Q: 3 clusters Score -1.390365e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65618 members 
Mstep: Class 2 contains 52160 members 
Entering Unmasked Estep 
Score: -13903571.000000 Penalty: 3794.880859
	Iteration 32Q: 3 clusters Score -1.390357e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66883 members 
Mstep: Class 2 contains 50895 members 
Entering Unmasked Estep 
Score: -13903534.000000 Penalty: 3794.880859
	Iteration 33Q: 3 clusters Score -1.390353e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68010 members 
Mstep: Class 2 contains 49768 members 
Entering Unmasked Estep 
Score: -13903447.000000 Penalty: 3794.880859
	Iteration 34Q: 3 clusters Score -1.390345e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69152 members 
Mstep: Class 2 contains 48626 members 
Entering Unmasked Estep 
Score: -13903386.000000 Penalty: 3794.880859
	Iteration 35Q: 3 clusters Score -1.390339e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70134 members 
Mstep: Class 2 contains 47644 members 
Entering Unmasked Estep 
Score: -13903362.000000 Penalty: 3794.880859
	Iteration 36Q: 3 clusters Score -1.390336e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71228 members 
Mstep: Class 2 contains 46550 members 
Entering Unmasked Estep 
Score: -13903357.000000 Penalty: 3794.880859
	Iteration 37Q: 3 clusters Score -1.390336e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72317 members 
Mstep: Class 2 contains 45461 members 
Entering Unmasked Estep 
Score: -13903330.000000 Penalty: 3794.880859
	Iteration 38Q: 3 clusters Score -1.390333e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73108 members 
Mstep: Class 2 contains 44670 members 
Entering Unmasked Estep 
Score: -13903321.000000 Penalty: 3794.880859
	Iteration 39Q: 3 clusters Score -1.390332e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73867 members 
Mstep: Class 2 contains 43911 members 
Entering Unmasked Estep 
Score: -13903262.000000 Penalty: 3794.880859
	Iteration 40F: 3 clusters Score -1.390326e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74604 members 
Mstep: Class 2 contains 43174 members 
Entering Unmasked Estep 
Score: -13903250.000000 Penalty: 3794.880859
	Iteration 41Q: 3 clusters Score -1.390325e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75288 members 
Mstep: Class 2 contains 42490 members 
Entering Unmasked Estep 
Score: -13903221.000000 Penalty: 3794.880859
	Iteration 42Q: 3 clusters Score -1.390322e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75921 members 
Mstep: Class 2 contains 41857 members 
Entering Unmasked Estep 
Score: -13903272.000000 Penalty: 3794.880859
	Iteration 43Q: 3 clusters Score -1.390327e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76668 members 
Mstep: Class 2 contains 41110 members 
Entering Unmasked Estep 
Score: -13903265.000000 Penalty: 3794.880859
	Iteration 44Q: 3 clusters Score -1.390326e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77438 members 
Mstep: Class 2 contains 40340 members 
Entering Unmasked Estep 
Score: -13903276.000000 Penalty: 3794.880859
	Iteration 45Q: 3 clusters Score -1.390328e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78104 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -13903240.000000 Penalty: 3794.880859
	Iteration 46Q: 3 clusters Score -1.390324e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78788 members 
Mstep: Class 2 contains 38990 members 
Entering Unmasked Estep 
Score: -13903230.000000 Penalty: 3794.880859
	Iteration 47Q: 3 clusters Score -1.390323e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79497 members 
Mstep: Class 2 contains 38281 members 
Entering Unmasked Estep 
Score: -13903181.000000 Penalty: 3794.880859
	Iteration 48Q: 3 clusters Score -1.390318e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80169 members 
Mstep: Class 2 contains 37609 members 
Entering Unmasked Estep 
Score: -13903137.000000 Penalty: 3794.880859
	Iteration 49Q: 3 clusters Score -1.390314e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80788 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -13903100.000000 Penalty: 3794.880859
	Iteration 50Q: 3 clusters Score -1.39031e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81467 members 
Mstep: Class 2 contains 36311 members 
Entering Unmasked Estep 
Score: -13903092.000000 Penalty: 3794.880859
	Iteration 51Q: 3 clusters Score -1.390309e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82210 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -13903121.000000 Penalty: 3794.880859
	Iteration 52Q: 3 clusters Score -1.390312e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82869 members 
Mstep: Class 2 contains 34909 members 
Entering Unmasked Estep 
Score: -13903275.000000 Penalty: 3794.880859
	Iteration 53Q: 3 clusters Score -1.390328e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83494 members 
Mstep: Class 2 contains 34284 members 
Entering Unmasked Estep 
Score: -13903359.000000 Penalty: 3794.880859
	Iteration 54Q: 3 clusters Score -1.390336e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83954 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -13903338.000000 Penalty: 3794.880859
	Iteration 55Q: 3 clusters Score -1.390334e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84328 members 
Mstep: Class 2 contains 33450 members 
Entering Unmasked Estep 
Score: -13903445.000000 Penalty: 3794.880859
	Iteration 56Q: 3 clusters Score -1.390344e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84750 members 
Mstep: Class 2 contains 33028 members 
Entering Unmasked Estep 
Score: -13903487.000000 Penalty: 3794.880859
	Iteration 57Q: 3 clusters Score -1.390349e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85040 members 
Mstep: Class 2 contains 32738 members 
Entering Unmasked Estep 
Score: -13903496.000000 Penalty: 3794.880859
	Iteration 58Q: 3 clusters Score -1.39035e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85317 members 
Mstep: Class 2 contains 32461 members 
Entering Unmasked Estep 
Score: -13903533.000000 Penalty: 3794.880859
	Iteration 59Q: 3 clusters Score -1.390353e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85596 members 
Mstep: Class 2 contains 32182 members 
Entering Unmasked Estep 
Score: -13903537.000000 Penalty: 3794.880859
	Iteration 60F: 3 clusters Score -1.390354e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85812 members 
Mstep: Class 2 contains 31966 members 
Entering Unmasked Estep 
Score: -13903560.000000 Penalty: 3794.880859
	Iteration 61Q: 3 clusters Score -1.390356e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86051 members 
Mstep: Class 2 contains 31727 members 
Entering Unmasked Estep 
Score: -13903590.000000 Penalty: 3794.880859
	Iteration 62Q: 3 clusters Score -1.390359e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86309 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
Score: -13903599.000000 Penalty: 3794.880859
	Iteration 63Q: 3 clusters Score -1.39036e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86522 members 
Mstep: Class 2 contains 31256 members 
Entering Unmasked Estep 
Score: -13903603.000000 Penalty: 3794.880859
	Iteration 64Q: 3 clusters Score -1.39036e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86791 members 
Mstep: Class 2 contains 30987 members 
Entering Unmasked Estep 
Score: -13903655.000000 Penalty: 3794.880859
	Iteration 65Q: 3 clusters Score -1.390366e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86966 members 
Mstep: Class 2 contains 30812 members 
Entering Unmasked Estep 
Score: -13903686.000000 Penalty: 3794.880859
	Iteration 66Q: 3 clusters Score -1.390369e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87089 members 
Mstep: Class 2 contains 30689 members 
Entering Unmasked Estep 
Score: -13903702.000000 Penalty: 3794.880859
	Iteration 67Q: 3 clusters Score -1.39037e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87232 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -13903714.000000 Penalty: 3794.880859
	Iteration 68Q: 3 clusters Score -1.390371e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87325 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -13903710.000000 Penalty: 3794.880859
	Iteration 69Q: 3 clusters Score -1.390371e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87454 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -13903731.000000 Penalty: 3794.880859
	Iteration 70Q: 3 clusters Score -1.390373e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87546 members 
Mstep: Class 2 contains 30232 members 
Entering Unmasked Estep 
Score: -13903739.000000 Penalty: 3794.880859
	Iteration 71Q: 3 clusters Score -1.390374e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87623 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -13903725.000000 Penalty: 3794.880859
	Iteration 72Q: 3 clusters Score -1.390372e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87677 members 
Mstep: Class 2 contains 30101 members 
Entering Unmasked Estep 
Score: -13903724.000000 Penalty: 3794.880859
	Iteration 73Q: 3 clusters Score -1.390372e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87760 members 
Mstep: Class 2 contains 30018 members 
Entering Unmasked Estep 
Score: -13903715.000000 Penalty: 3794.880859
	Iteration 74Q: 3 clusters Score -1.390372e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87842 members 
Mstep: Class 2 contains 29936 members 
Entering Unmasked Estep 
Score: -13903728.000000 Penalty: 3794.880859
	Iteration 75Q: 3 clusters Score -1.390373e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87905 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -13903756.000000 Penalty: 3794.880859
	Iteration 76Q: 3 clusters Score -1.390376e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87949 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -13903745.000000 Penalty: 3794.880859
	Iteration 77Q: 3 clusters Score -1.390374e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88038 members 
Mstep: Class 2 contains 29740 members 
Entering Unmasked Estep 
Score: -13903739.000000 Penalty: 3794.880859
	Iteration 78Q: 3 clusters Score -1.390374e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88092 members 
Mstep: Class 2 contains 29686 members 
Entering Unmasked Estep 
Score: -13903731.000000 Penalty: 3794.880859
	Iteration 79Q: 3 clusters Score -1.390373e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88121 members 
Mstep: Class 2 contains 29657 members 
Entering Unmasked Estep 
Score: -13903747.000000 Penalty: 3794.880859
	Iteration 80F: 3 clusters Score -1.390375e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88133 members 
Mstep: Class 2 contains 29645 members 
Entering Unmasked Estep 
Score: -13903745.000000 Penalty: 3794.880859
	Iteration 81Q: 3 clusters Score -1.390374e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88157 members 
Mstep: Class 2 contains 29621 members 
Entering Unmasked Estep 
Score: -13903738.000000 Penalty: 3794.880859
	Iteration 82Q: 3 clusters Score -1.390374e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88193 members 
Mstep: Class 2 contains 29585 members 
Entering Unmasked Estep 
Score: -13903720.000000 Penalty: 3794.880859
	Iteration 83Q: 3 clusters Score -1.390372e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88212 members 
Mstep: Class 2 contains 29566 members 
Entering Unmasked Estep 
Score: -13903746.000000 Penalty: 3794.880859
	Iteration 84Q: 3 clusters Score -1.390375e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88308 members 
Mstep: Class 2 contains 29470 members 
Entering Unmasked Estep 
Score: -13903717.000000 Penalty: 3794.880859
	Iteration 85Q: 3 clusters Score -1.390372e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88333 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -13903722.000000 Penalty: 3794.880859
	Iteration 86Q: 3 clusters Score -1.390372e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88350 members 
Mstep: Class 2 contains 29428 members 
Entering Unmasked Estep 
Score: -13903750.000000 Penalty: 3794.880859
	Iteration 87Q: 3 clusters Score -1.390375e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88400 members 
Mstep: Class 2 contains 29378 members 
Entering Unmasked Estep 
Score: -13903712.000000 Penalty: 3794.880859
	Iteration 88Q: 3 clusters Score -1.390371e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88417 members 
Mstep: Class 2 contains 29361 members 
Entering Unmasked Estep 
Score: -13903719.000000 Penalty: 3794.880859
	Iteration 89Q: 3 clusters Score -1.390372e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88428 members 
Mstep: Class 2 contains 29350 members 
Entering Unmasked Estep 
Score: -13903710.000000 Penalty: 3794.880859
	Iteration 90Q: 3 clusters Score -1.390371e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88448 members 
Mstep: Class 2 contains 29330 members 
Entering Unmasked Estep 
Score: -13903712.000000 Penalty: 3794.880859
	Iteration 91Q: 3 clusters Score -1.390371e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88515 members 
Mstep: Class 2 contains 29263 members 
Entering Unmasked Estep 
Score: -13903715.000000 Penalty: 3794.880859
	Iteration 92Q: 3 clusters Score -1.390372e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88514 members 
Mstep: Class 2 contains 29264 members 
Entering Unmasked Estep 
Score: -13903706.000000 Penalty: 3794.880859
	Iteration 93Q: 3 clusters Score -1.390371e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88518 members 
Mstep: Class 2 contains 29260 members 
Entering Unmasked Estep 
Score: -13903706.000000 Penalty: 3794.880859
	Iteration 94Q: 3 clusters Score -1.390371e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88520 members 
Mstep: Class 2 contains 29258 members 
Entering Unmasked Estep 
Score: -13903720.000000 Penalty: 3794.880859
	Iteration 95Q: 3 clusters Score -1.390372e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88551 members 
Mstep: Class 2 contains 29227 members 
Entering Unmasked Estep 
Score: -13903715.000000 Penalty: 3794.880859
	Iteration 96Q: 3 clusters Score -1.390372e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88573 members 
Mstep: Class 2 contains 29205 members 
Entering Unmasked Estep 
Score: -13903717.000000 Penalty: 3794.880859
	Iteration 97Q: 3 clusters Score -1.390372e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88592 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -13903699.000000 Penalty: 3794.880859
	Iteration 98Q: 3 clusters Score -1.39037e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88576 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
Score: -13903698.000000 Penalty: 3794.880859
	Iteration 99Q: 3 clusters Score -1.39037e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88569 members 
Mstep: Class 2 contains 29209 members 
Entering Unmasked Estep 
Score: -13903709.000000 Penalty: 3794.880859
	Iteration 100F: 3 clusters Score -1.390371e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88584 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -13903701.000000 Penalty: 3794.880859
	Iteration 101Q: 3 clusters Score -1.39037e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88595 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
Score: -13903688.000000 Penalty: 3794.880859
	Iteration 102Q: 3 clusters Score -1.390369e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88599 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -13903687.000000 Penalty: 3794.880859
	Iteration 103Q: 3 clusters Score -1.390369e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88594 members 
Mstep: Class 2 contains 29184 members 
Entering Unmasked Estep 
Score: -13903688.000000 Penalty: 3794.880859
	Iteration 104Q: 3 clusters Score -1.390369e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88592 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -13903688.000000 Penalty: 3794.880859
	Iteration 105Q: 3 clusters Score -1.390369e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88588 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -13903695.000000 Penalty: 3794.880859
	Iteration 106Q: 3 clusters Score -1.39037e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88595 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
Score: -13903678.000000 Penalty: 3794.880859
	Iteration 107Q: 3 clusters Score -1.390368e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88592 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -13903705.000000 Penalty: 3794.880859
	Iteration 108Q: 3 clusters Score -1.39037e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88621 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
Score: -13903686.000000 Penalty: 3794.880859
	Iteration 109Q: 3 clusters Score -1.390369e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88632 members 
Mstep: Class 2 contains 29146 members 
Entering Unmasked Estep 
Score: -13903685.000000 Penalty: 3794.880859
	Iteration 110Q: 3 clusters Score -1.390368e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88635 members 
Mstep: Class 2 contains 29143 members 
Entering Unmasked Estep 
Score: -13903678.000000 Penalty: 3794.880859
	Iteration 111Q: 3 clusters Score -1.390368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88633 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -13903687.000000 Penalty: 3794.880859
	Iteration 112Q: 3 clusters Score -1.390369e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88633 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -13903687.000000 Penalty: 3794.880859
	Iteration 113F: 3 clusters Score -1.390369e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 3456 members 
Mstep: Class 3 contains 29145 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 36981 members 
Mstep: Class 6 contains 73464 members 
Mstep: Class 7 contains 29554 members 
Mstep: Class 8 contains 36289 members 
Mstep: Class 9 contains 32294 members 
Mstep: Class 10 contains 16337 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 74165 members 
Mstep: Class 13 contains 4168 members 
Mstep: Class 14 contains 535 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 23792 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 122446 members 
Mstep: Class 20 contains 4419 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 36536 members 
Mstep: Class 23 contains 9843 members 
Mstep: Class 24 contains 96765 members 
Mstep: Class 25 contains 86722 members 
Mstep: Class 26 contains 29159 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 821 members 
Mstep: Class 29 contains 2596 members 
Mstep: Class 30 contains 49606 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 88633 members 
Mstep: Class 34 contains 1331 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 117351 members 
Mstep: Class 38 contains 12731 members 
Mstep: Class 39 contains 611 members 
Mstep: Class 40 contains 10354 members 
Mstep: Class 41 contains 122896 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 57226 members 
Mstep: Class 45 contains 192035 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 49201 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 118875 members 
Mstep: Class 50 contains 1755 members 
Mstep: Class 51 contains 779 members 
Mstep: Class 52 contains 115259 members 
Mstep: Class 54 contains 8703 members 
Entering Unmasked Estep 
Score: -194742256.000000 Penalty: 123671.273438
Splitting cluster 33 changes total score from -194738256.000000 to -194742256.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 34 (1331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Entering Unmasked Estep 
Score: -145084.890625 Penalty: 1168.973999
	Iteration 0F: 2 clusters Score -145084.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -143415.406250 Penalty: 2337.947998
	Iteration 0F: 3 clusters Score -143415.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -143740.203125 Penalty: 2337.947998
	Iteration 1F: 3 clusters Score -143740.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -143860.000000 Penalty: 2337.947998
	Iteration 2F: 3 clusters Score -143860 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -143908.906250 Penalty: 2337.947998
	Iteration 3Q: 3 clusters Score -143908.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -143950.734375 Penalty: 2337.947998
	Iteration 4Q: 3 clusters Score -143950.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -143974.906250 Penalty: 2337.947998
	Iteration 5Q: 3 clusters Score -143974.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -143994.328125 Penalty: 2337.947998
	Iteration 6Q: 3 clusters Score -143994.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -144008.390625 Penalty: 2337.947998
	Iteration 7Q: 3 clusters Score -144008.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -144019.171875 Penalty: 2337.947998
	Iteration 8Q: 3 clusters Score -144019.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -144027.781250 Penalty: 2337.947998
	Iteration 9Q: 3 clusters Score -144027.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -144036.156250 Penalty: 2337.947998
	Iteration 10Q: 3 clusters Score -144036.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -144047.359375 Penalty: 2337.947998
	Iteration 11Q: 3 clusters Score -144047.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -144056.875000 Penalty: 2337.947998
	Iteration 12Q: 3 clusters Score -144056.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -144074.359375 Penalty: 2337.947998
	Iteration 13Q: 3 clusters Score -144074.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -144089.250000 Penalty: 2337.947998
	Iteration 14Q: 3 clusters Score -144089.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -144109.953125 Penalty: 2337.947998
	Iteration 15Q: 3 clusters Score -144110 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -144133.000000 Penalty: 2337.947998
	Iteration 16Q: 3 clusters Score -144133 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -144156.843750 Penalty: 2337.947998
	Iteration 17Q: 3 clusters Score -144156.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -144175.218750 Penalty: 2337.947998
	Iteration 18Q: 3 clusters Score -144175.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -144201.312500 Penalty: 2337.947998
	Iteration 19Q: 3 clusters Score -144201.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -144230.281250 Penalty: 2337.947998
	Iteration 20F: 3 clusters Score -144230.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -144254.171875 Penalty: 2337.947998
	Iteration 21Q: 3 clusters Score -144254.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -144275.734375 Penalty: 2337.947998
	Iteration 22Q: 3 clusters Score -144275.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -144296.609375 Penalty: 2337.947998
	Iteration 23Q: 3 clusters Score -144296.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -144320.031250 Penalty: 2337.947998
	Iteration 24Q: 3 clusters Score -144320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -144336.984375 Penalty: 2337.947998
	Iteration 25Q: 3 clusters Score -144337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -144346.015625 Penalty: 2337.947998
	Iteration 26Q: 3 clusters Score -144346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -144350.296875 Penalty: 2337.947998
	Iteration 27Q: 3 clusters Score -144350.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -144350.859375 Penalty: 2337.947998
	Iteration 28Q: 3 clusters Score -144350.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -144350.984375 Penalty: 2337.947998
	Iteration 29Q: 3 clusters Score -144351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -144350.984375 Penalty: 2337.947998
	Iteration 30F: 3 clusters Score -144351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -33495.523438 Penalty: 995.970642
	Iteration 0F: 2 clusters Score -33495.52 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 252 members 
Entering Unmasked Estep 
Score: -32513.474609 Penalty: 1991.941284
	Iteration 0F: 3 clusters Score -32513.47 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -32809.035156 Penalty: 1991.941284
	Iteration 1F: 3 clusters Score -32809.04 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -32947.523438 Penalty: 1991.941284
	Iteration 2F: 3 clusters Score -32947.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -33038.941406 Penalty: 1991.941284
	Iteration 3Q: 3 clusters Score -33038.94 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -33121.117188 Penalty: 1991.941284
	Iteration 4Q: 3 clusters Score -33121.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -33186.964844 Penalty: 1991.941284
	Iteration 5Q: 3 clusters Score -33186.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -33230.585938 Penalty: 1991.941284
	Iteration 6Q: 3 clusters Score -33230.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -33257.167969 Penalty: 1991.941284
	Iteration 7Q: 3 clusters Score -33257.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -33268.109375 Penalty: 1991.941284
	Iteration 8Q: 3 clusters Score -33268.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -33276.160156 Penalty: 1991.941284
	Iteration 9Q: 3 clusters Score -33276.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -33283.582031 Penalty: 1991.941284
	Iteration 10Q: 3 clusters Score -33283.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -33285.078125 Penalty: 1991.941284
	Iteration 11Q: 3 clusters Score -33285.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -33285.808594 Penalty: 1991.941284
	Iteration 12Q: 3 clusters Score -33285.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -33285.808594 Penalty: 1991.941284
	Iteration 13F: 3 clusters Score -33285.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Entering Unmasked Estep 
Score: -30040.134766 Penalty: 963.125488
	Iteration 0F: 2 clusters Score -30040.13 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 179 members 
Entering Unmasked Estep 
Score: -29112.935547 Penalty: 1926.250977
	Iteration 0F: 3 clusters Score -29112.94 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -29383.060547 Penalty: 1926.250977
	Iteration 1F: 3 clusters Score -29383.06 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -29631.019531 Penalty: 1926.250977
	Iteration 2F: 3 clusters Score -29631.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -29734.349609 Penalty: 1926.250977
	Iteration 3F: 3 clusters Score -29734.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -29806.857422 Penalty: 1926.250977
	Iteration 4Q: 3 clusters Score -29806.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -29846.341797 Penalty: 1926.250977
	Iteration 5Q: 3 clusters Score -29846.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -29849.251953 Penalty: 1926.250977
	Iteration 6Q: 3 clusters Score -29849.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -29851.419922 Penalty: 1926.250977
	Iteration 7Q: 3 clusters Score -29851.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -29851.419922 Penalty: 1926.250977
	Iteration 8F: 3 clusters Score -29851.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (117351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117351 members 
Entering Unmasked Estep 
Score: -13833915.000000 Penalty: 1896.850342
	Iteration 0F: 2 clusters Score -1.383392e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58801 members 
Mstep: Class 2 contains 58550 members 
Entering Unmasked Estep 
Score: -13760565.000000 Penalty: 3793.700684
	Iteration 0F: 3 clusters Score -1.376056e+07 nChanged 56236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60549 members 
Mstep: Class 2 contains 56802 members 
Entering Unmasked Estep 
Score: -13792650.000000 Penalty: 3793.700684
	Iteration 1F: 3 clusters Score -1.379265e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61634 members 
Mstep: Class 2 contains 55717 members 
Entering Unmasked Estep 
Score: -13793269.000000 Penalty: 3793.700684
	Iteration 2Q: 3 clusters Score -1.379327e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63170 members 
Mstep: Class 2 contains 54181 members 
Entering Unmasked Estep 
Score: -13794116.000000 Penalty: 3793.700684
	Iteration 3Q: 3 clusters Score -1.379412e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65378 members 
Mstep: Class 2 contains 51973 members 
Entering Unmasked Estep 
Score: -13795436.000000 Penalty: 3793.700684
	Iteration 4Q: 3 clusters Score -1.379544e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68445 members 
Mstep: Class 2 contains 48906 members 
Entering Unmasked Estep 
Score: -13797473.000000 Penalty: 3793.700684
	Iteration 5Q: 3 clusters Score -1.379747e+07 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72353 members 
Mstep: Class 2 contains 44998 members 
Entering Unmasked Estep 
Score: -13800863.000000 Penalty: 3793.700684
	Iteration 6F: 3 clusters Score -1.380086e+07 nChanged 7314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76625 members 
Mstep: Class 2 contains 40726 members 
Entering Unmasked Estep 
Score: -13806600.000000 Penalty: 3793.700684
	Iteration 7F: 3 clusters Score -1.38066e+07 nChanged 8218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79961 members 
Mstep: Class 2 contains 37390 members 
Entering Unmasked Estep 
Score: -13814144.000000 Penalty: 3793.700684
	Iteration 8F: 3 clusters Score -1.381414e+07 nChanged 7870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80919 members 
Mstep: Class 2 contains 36432 members 
Entering Unmasked Estep 
Score: -13820780.000000 Penalty: 3793.700684
	Iteration 9F: 3 clusters Score -1.382078e+07 nChanged 6051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80412 members 
Mstep: Class 2 contains 36939 members 
Entering Unmasked Estep 
Score: -13824385.000000 Penalty: 3793.700684
	Iteration 10F: 3 clusters Score -1.382438e+07 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79364 members 
Mstep: Class 2 contains 37987 members 
Entering Unmasked Estep 
Score: -13826477.000000 Penalty: 3793.700684
	Iteration 11Q: 3 clusters Score -1.382648e+07 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77905 members 
Mstep: Class 2 contains 39446 members 
Entering Unmasked Estep 
Score: -13828591.000000 Penalty: 3793.700684
	Iteration 12Q: 3 clusters Score -1.382859e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76229 members 
Mstep: Class 2 contains 41122 members 
Entering Unmasked Estep 
Score: -13830582.000000 Penalty: 3793.700684
	Iteration 13Q: 3 clusters Score -1.383058e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74294 members 
Mstep: Class 2 contains 43057 members 
Entering Unmasked Estep 
Score: -13832500.000000 Penalty: 3793.700684
	Iteration 14Q: 3 clusters Score -1.38325e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72330 members 
Mstep: Class 2 contains 45021 members 
Entering Unmasked Estep 
Score: -13834043.000000 Penalty: 3793.700684
	Iteration 15Q: 3 clusters Score -1.383404e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70349 members 
Mstep: Class 2 contains 47002 members 
Entering Unmasked Estep 
Score: -13834935.000000 Penalty: 3793.700684
	Iteration 16Q: 3 clusters Score -1.383494e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68090 members 
Mstep: Class 2 contains 49261 members 
Entering Unmasked Estep 
Score: -13835422.000000 Penalty: 3793.700684
	Iteration 17Q: 3 clusters Score -1.383542e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65933 members 
Mstep: Class 2 contains 51418 members 
Entering Unmasked Estep 
Score: -13835604.000000 Penalty: 3793.700684
	Iteration 18Q: 3 clusters Score -1.38356e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63712 members 
Mstep: Class 2 contains 53639 members 
Entering Unmasked Estep 
Score: -13835686.000000 Penalty: 3793.700684
	Iteration 19Q: 3 clusters Score -1.383569e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61401 members 
Mstep: Class 2 contains 55950 members 
Entering Unmasked Estep 
Score: -13835923.000000 Penalty: 3793.700684
	Iteration 20F: 3 clusters Score -1.383592e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58586 members 
Mstep: Class 2 contains 58765 members 
Entering Unmasked Estep 
Score: -13836069.000000 Penalty: 3793.700684
	Iteration 21Q: 3 clusters Score -1.383607e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55791 members 
Mstep: Class 2 contains 61560 members 
Entering Unmasked Estep 
Score: -13836192.000000 Penalty: 3793.700684
	Iteration 22Q: 3 clusters Score -1.383619e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53064 members 
Mstep: Class 2 contains 64287 members 
Entering Unmasked Estep 
Score: -13836141.000000 Penalty: 3793.700684
	Iteration 23Q: 3 clusters Score -1.383614e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50459 members 
Mstep: Class 2 contains 66892 members 
Entering Unmasked Estep 
Score: -13836046.000000 Penalty: 3793.700684
	Iteration 24Q: 3 clusters Score -1.383605e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47978 members 
Mstep: Class 2 contains 69373 members 
Entering Unmasked Estep 
Score: -13835943.000000 Penalty: 3793.700684
	Iteration 25Q: 3 clusters Score -1.383594e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45556 members 
Mstep: Class 2 contains 71795 members 
Entering Unmasked Estep 
Score: -13835955.000000 Penalty: 3793.700684
	Iteration 26Q: 3 clusters Score -1.383596e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43334 members 
Mstep: Class 2 contains 74017 members 
Entering Unmasked Estep 
Score: -13835878.000000 Penalty: 3793.700684
	Iteration 27Q: 3 clusters Score -1.383588e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41547 members 
Mstep: Class 2 contains 75804 members 
Entering Unmasked Estep 
Score: -13835689.000000 Penalty: 3793.700684
	Iteration 28Q: 3 clusters Score -1.383569e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39962 members 
Mstep: Class 2 contains 77389 members 
Entering Unmasked Estep 
Score: -13835516.000000 Penalty: 3793.700684
	Iteration 29Q: 3 clusters Score -1.383552e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 78969 members 
Entering Unmasked Estep 
Score: -13835443.000000 Penalty: 3793.700684
	Iteration 30Q: 3 clusters Score -1.383544e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36775 members 
Mstep: Class 2 contains 80576 members 
Entering Unmasked Estep 
Score: -13835479.000000 Penalty: 3793.700684
	Iteration 31Q: 3 clusters Score -1.383548e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35223 members 
Mstep: Class 2 contains 82128 members 
Entering Unmasked Estep 
Score: -13835603.000000 Penalty: 3793.700684
	Iteration 32Q: 3 clusters Score -1.38356e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33705 members 
Mstep: Class 2 contains 83646 members 
Entering Unmasked Estep 
Score: -13836171.000000 Penalty: 3793.700684
	Iteration 33Q: 3 clusters Score -1.383617e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 84527 members 
Entering Unmasked Estep 
Score: -13836428.000000 Penalty: 3793.700684
	Iteration 34Q: 3 clusters Score -1.383643e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32339 members 
Mstep: Class 2 contains 85012 members 
Entering Unmasked Estep 
Score: -13836533.000000 Penalty: 3793.700684
	Iteration 35Q: 3 clusters Score -1.383653e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31993 members 
Mstep: Class 2 contains 85358 members 
Entering Unmasked Estep 
Score: -13836604.000000 Penalty: 3793.700684
	Iteration 36Q: 3 clusters Score -1.38366e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31786 members 
Mstep: Class 2 contains 85565 members 
Entering Unmasked Estep 
Score: -13836619.000000 Penalty: 3793.700684
	Iteration 37Q: 3 clusters Score -1.383662e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31660 members 
Mstep: Class 2 contains 85691 members 
Entering Unmasked Estep 
Score: -13836614.000000 Penalty: 3793.700684
	Iteration 38Q: 3 clusters Score -1.383661e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31535 members 
Mstep: Class 2 contains 85816 members 
Entering Unmasked Estep 
Score: -13836630.000000 Penalty: 3793.700684
	Iteration 39Q: 3 clusters Score -1.383663e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 85899 members 
Entering Unmasked Estep 
Score: -13836648.000000 Penalty: 3793.700684
	Iteration 40F: 3 clusters Score -1.383665e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 86040 members 
Entering Unmasked Estep 
Score: -13836645.000000 Penalty: 3793.700684
	Iteration 41Q: 3 clusters Score -1.383664e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31201 members 
Mstep: Class 2 contains 86150 members 
Entering Unmasked Estep 
Score: -13836668.000000 Penalty: 3793.700684
	Iteration 42Q: 3 clusters Score -1.383667e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 86263 members 
Entering Unmasked Estep 
Score: -13836653.000000 Penalty: 3793.700684
	Iteration 43Q: 3 clusters Score -1.383665e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31004 members 
Mstep: Class 2 contains 86347 members 
Entering Unmasked Estep 
Score: -13836696.000000 Penalty: 3793.700684
	Iteration 44Q: 3 clusters Score -1.38367e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 86414 members 
Entering Unmasked Estep 
Score: -13836681.000000 Penalty: 3793.700684
	Iteration 45Q: 3 clusters Score -1.383668e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30898 members 
Mstep: Class 2 contains 86453 members 
Entering Unmasked Estep 
Score: -13836659.000000 Penalty: 3793.700684
	Iteration 46Q: 3 clusters Score -1.383666e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 86479 members 
Entering Unmasked Estep 
Score: -13836695.000000 Penalty: 3793.700684
	Iteration 47Q: 3 clusters Score -1.38367e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 86496 members 
Entering Unmasked Estep 
Score: -13836702.000000 Penalty: 3793.700684
	Iteration 48Q: 3 clusters Score -1.38367e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 86506 members 
Entering Unmasked Estep 
Score: -13836711.000000 Penalty: 3793.700684
	Iteration 49Q: 3 clusters Score -1.383671e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30827 members 
Mstep: Class 2 contains 86524 members 
Entering Unmasked Estep 
Score: -13836722.000000 Penalty: 3793.700684
	Iteration 50Q: 3 clusters Score -1.383672e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30803 members 
Mstep: Class 2 contains 86548 members 
Entering Unmasked Estep 
Score: -13836720.000000 Penalty: 3793.700684
	Iteration 51Q: 3 clusters Score -1.383672e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30795 members 
Mstep: Class 2 contains 86556 members 
Entering Unmasked Estep 
Score: -13836720.000000 Penalty: 3793.700684
	Iteration 52Q: 3 clusters Score -1.383672e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30753 members 
Mstep: Class 2 contains 86598 members 
Entering Unmasked Estep 
Score: -13836717.000000 Penalty: 3793.700684
	Iteration 53Q: 3 clusters Score -1.383672e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30727 members 
Mstep: Class 2 contains 86624 members 
Entering Unmasked Estep 
Score: -13836721.000000 Penalty: 3793.700684
	Iteration 54Q: 3 clusters Score -1.383672e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 86663 members 
Entering Unmasked Estep 
Score: -13836711.000000 Penalty: 3793.700684
	Iteration 55Q: 3 clusters Score -1.383671e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30671 members 
Mstep: Class 2 contains 86680 members 
Entering Unmasked Estep 
Score: -13836723.000000 Penalty: 3793.700684
	Iteration 56Q: 3 clusters Score -1.383672e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 86735 members 
Entering Unmasked Estep 
Score: -13836725.000000 Penalty: 3793.700684
	Iteration 57Q: 3 clusters Score -1.383672e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 86774 members 
Entering Unmasked Estep 
Score: -13836718.000000 Penalty: 3793.700684
	Iteration 58Q: 3 clusters Score -1.383672e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30537 members 
Mstep: Class 2 contains 86814 members 
Entering Unmasked Estep 
Score: -13836721.000000 Penalty: 3793.700684
	Iteration 59Q: 3 clusters Score -1.383672e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30509 members 
Mstep: Class 2 contains 86842 members 
Entering Unmasked Estep 
Score: -13836721.000000 Penalty: 3793.700684
	Iteration 60F: 3 clusters Score -1.383672e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 86892 members 
Entering Unmasked Estep 
Score: -13836730.000000 Penalty: 3793.700684
	Iteration 61Q: 3 clusters Score -1.383673e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30433 members 
Mstep: Class 2 contains 86918 members 
Entering Unmasked Estep 
Score: -13836726.000000 Penalty: 3793.700684
	Iteration 62Q: 3 clusters Score -1.383673e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30372 members 
Mstep: Class 2 contains 86979 members 
Entering Unmasked Estep 
Score: -13836722.000000 Penalty: 3793.700684
	Iteration 63Q: 3 clusters Score -1.383672e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 87002 members 
Entering Unmasked Estep 
Score: -13836724.000000 Penalty: 3793.700684
	Iteration 64Q: 3 clusters Score -1.383672e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 87020 members 
Entering Unmasked Estep 
Score: -13836724.000000 Penalty: 3793.700684
	Iteration 65Q: 3 clusters Score -1.383672e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 87036 members 
Entering Unmasked Estep 
Score: -13836721.000000 Penalty: 3793.700684
	Iteration 66Q: 3 clusters Score -1.383672e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30309 members 
Mstep: Class 2 contains 87042 members 
Entering Unmasked Estep 
Score: -13836725.000000 Penalty: 3793.700684
	Iteration 67Q: 3 clusters Score -1.383672e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 87048 members 
Entering Unmasked Estep 
Score: -13836731.000000 Penalty: 3793.700684
	Iteration 68Q: 3 clusters Score -1.383673e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30299 members 
Mstep: Class 2 contains 87052 members 
Entering Unmasked Estep 
Score: -13836742.000000 Penalty: 3793.700684
	Iteration 69Q: 3 clusters Score -1.383674e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30299 members 
Mstep: Class 2 contains 87052 members 
Entering Unmasked Estep 
Score: -13836743.000000 Penalty: 3793.700684
	Iteration 70Q: 3 clusters Score -1.383674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30302 members 
Mstep: Class 2 contains 87049 members 
Entering Unmasked Estep 
Score: -13836740.000000 Penalty: 3793.700684
	Iteration 71Q: 3 clusters Score -1.383674e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 87051 members 
Entering Unmasked Estep 
Score: -13836736.000000 Penalty: 3793.700684
	Iteration 72Q: 3 clusters Score -1.383674e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 87050 members 
Entering Unmasked Estep 
Score: -13836742.000000 Penalty: 3793.700684
	Iteration 73Q: 3 clusters Score -1.383674e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 87048 members 
Entering Unmasked Estep 
Score: -13836741.000000 Penalty: 3793.700684
	Iteration 74Q: 3 clusters Score -1.383674e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30305 members 
Mstep: Class 2 contains 87046 members 
Entering Unmasked Estep 
Score: -13836730.000000 Penalty: 3793.700684
	Iteration 75Q: 3 clusters Score -1.383673e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30304 members 
Mstep: Class 2 contains 87047 members 
Entering Unmasked Estep 
Score: -13836745.000000 Penalty: 3793.700684
	Iteration 76Q: 3 clusters Score -1.383674e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30304 members 
Mstep: Class 2 contains 87047 members 
Entering Unmasked Estep 
Score: -13836745.000000 Penalty: 3793.700684
	Iteration 77F: 3 clusters Score -1.383674e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 3456 members 
Mstep: Class 3 contains 29145 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 36981 members 
Mstep: Class 6 contains 73464 members 
Mstep: Class 7 contains 29554 members 
Mstep: Class 8 contains 36289 members 
Mstep: Class 9 contains 32294 members 
Mstep: Class 10 contains 16337 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 74165 members 
Mstep: Class 13 contains 4168 members 
Mstep: Class 14 contains 535 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 23792 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 122446 members 
Mstep: Class 20 contains 4419 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 36536 members 
Mstep: Class 23 contains 9843 members 
Mstep: Class 24 contains 96765 members 
Mstep: Class 25 contains 86722 members 
Mstep: Class 26 contains 29159 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 821 members 
Mstep: Class 29 contains 2596 members 
Mstep: Class 30 contains 49606 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 88633 members 
Mstep: Class 34 contains 1331 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 30304 members 
Mstep: Class 38 contains 12731 members 
Mstep: Class 39 contains 611 members 
Mstep: Class 40 contains 10354 members 
Mstep: Class 41 contains 122896 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 57226 members 
Mstep: Class 45 contains 192035 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 49201 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 118875 members 
Mstep: Class 50 contains 1755 members 
Mstep: Class 51 contains 779 members 
Mstep: Class 52 contains 115259 members 
Mstep: Class 53 contains 87047 members 
Mstep: Class 54 contains 8703 members 
Entering Unmasked Estep 
Score: -194745568.000000 Penalty: 126004.695312
Splitting cluster 37 changes total score from -194738256.000000 to -194745568.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 38 (12731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Entering Unmasked Estep 
Score: -1443383.500000 Penalty: 1535.916748
	Iteration 0F: 2 clusters Score -1443384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1434448.625000 Penalty: 3071.833496
	Iteration 0F: 3 clusters Score -1434449 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1437617.625000 Penalty: 3071.833496
	Iteration 1F: 3 clusters Score -1437618 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1437993.875000 Penalty: 3071.833496
	Iteration 2F: 3 clusters Score -1437994 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1438427.000000 Penalty: 3071.833496
	Iteration 3F: 3 clusters Score -1438427 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1438949.875000 Penalty: 3071.833496
	Iteration 4F: 3 clusters Score -1438950 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1439576.125000 Penalty: 3071.833496
	Iteration 5F: 3 clusters Score -1439576 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1440237.500000 Penalty: 3071.833496
	Iteration 6F: 3 clusters Score -1440238 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1440921.250000 Penalty: 3071.833496
	Iteration 7F: 3 clusters Score -1440921 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1441403.625000 Penalty: 3071.833496
	Iteration 8Q: 3 clusters Score -1441404 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1441686.500000 Penalty: 3071.833496
	Iteration 9Q: 3 clusters Score -1441686 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1441860.375000 Penalty: 3071.833496
	Iteration 10Q: 3 clusters Score -1441860 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1441935.875000 Penalty: 3071.833496
	Iteration 11Q: 3 clusters Score -1441936 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1441970.125000 Penalty: 3071.833496
	Iteration 12Q: 3 clusters Score -1441970 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1441996.875000 Penalty: 3071.833496
	Iteration 13Q: 3 clusters Score -1441997 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1442019.125000 Penalty: 3071.833496
	Iteration 14Q: 3 clusters Score -1442019 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1442035.000000 Penalty: 3071.833496
	Iteration 15Q: 3 clusters Score -1442035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1442044.000000 Penalty: 3071.833496
	Iteration 16Q: 3 clusters Score -1442044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1442049.000000 Penalty: 3071.833496
	Iteration 17Q: 3 clusters Score -1442049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1442050.500000 Penalty: 3071.833496
	Iteration 18Q: 3 clusters Score -1442050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1442052.500000 Penalty: 3071.833496
	Iteration 19Q: 3 clusters Score -1442052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1442059.000000 Penalty: 3071.833496
	Iteration 20F: 3 clusters Score -1442059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1442064.625000 Penalty: 3071.833496
	Iteration 21Q: 3 clusters Score -1442065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1442068.375000 Penalty: 3071.833496
	Iteration 22Q: 3 clusters Score -1442068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1442070.875000 Penalty: 3071.833496
	Iteration 23Q: 3 clusters Score -1442071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1442073.000000 Penalty: 3071.833496
	Iteration 24Q: 3 clusters Score -1442073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1442073.000000 Penalty: 3071.833496
	Iteration 25F: 3 clusters Score -1442073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Entering Unmasked Estep 
Score: -63424.171875 Penalty: 1042.453247
	Iteration 0F: 2 clusters Score -63424.17 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 313 members 
Entering Unmasked Estep 
Score: -62247.265625 Penalty: 2084.906494
	Iteration 0F: 3 clusters Score -62247.27 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -62534.800781 Penalty: 2084.906494
	Iteration 1F: 3 clusters Score -62534.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -62636.128906 Penalty: 2084.906494
	Iteration 2F: 3 clusters Score -62636.13 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -62686.195312 Penalty: 2084.906494
	Iteration 3Q: 3 clusters Score -62686.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -62725.308594 Penalty: 2084.906494
	Iteration 4Q: 3 clusters Score -62725.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -62754.957031 Penalty: 2084.906494
	Iteration 5Q: 3 clusters Score -62754.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -62792.117188 Penalty: 2084.906494
	Iteration 6Q: 3 clusters Score -62792.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -62825.406250 Penalty: 2084.906494
	Iteration 7Q: 3 clusters Score -62825.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -62834.917969 Penalty: 2084.906494
	Iteration 8Q: 3 clusters Score -62834.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -62839.750000 Penalty: 2084.906494
	Iteration 9Q: 3 clusters Score -62839.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -62841.921875 Penalty: 2084.906494
	Iteration 10Q: 3 clusters Score -62841.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -62847.371094 Penalty: 2084.906494
	Iteration 11Q: 3 clusters Score -62847.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -62848.527344 Penalty: 2084.906494
	Iteration 12Q: 3 clusters Score -62848.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -62851.015625 Penalty: 2084.906494
	Iteration 13Q: 3 clusters Score -62851.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -62851.558594 Penalty: 2084.906494
	Iteration 14Q: 3 clusters Score -62851.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -62851.558594 Penalty: 2084.906494
	Iteration 15F: 3 clusters Score -62851.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (10354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Entering Unmasked Estep 
Score: -1093787.375000 Penalty: 1502.333374
	Iteration 0F: 2 clusters Score -1093787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1086483.875000 Penalty: 3004.666748
	Iteration 0F: 3 clusters Score -1086484 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1089105.750000 Penalty: 3004.666748
	Iteration 1F: 3 clusters Score -1089106 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1089562.625000 Penalty: 3004.666748
	Iteration 2F: 3 clusters Score -1089563 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1089922.125000 Penalty: 3004.666748
	Iteration 3F: 3 clusters Score -1089922 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1090226.125000 Penalty: 3004.666748
	Iteration 4F: 3 clusters Score -1090226 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1090480.000000 Penalty: 3004.666748
	Iteration 5Q: 3 clusters Score -1090480 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1090670.500000 Penalty: 3004.666748
	Iteration 6Q: 3 clusters Score -1090670 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1090823.625000 Penalty: 3004.666748
	Iteration 7Q: 3 clusters Score -1090824 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1090960.500000 Penalty: 3004.666748
	Iteration 8Q: 3 clusters Score -1090960 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1091087.875000 Penalty: 3004.666748
	Iteration 9Q: 3 clusters Score -1091088 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1091199.750000 Penalty: 3004.666748
	Iteration 10Q: 3 clusters Score -1091200 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1091285.000000 Penalty: 3004.666748
	Iteration 11Q: 3 clusters Score -1091285 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1091363.500000 Penalty: 3004.666748
	Iteration 12Q: 3 clusters Score -1091364 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1091427.500000 Penalty: 3004.666748
	Iteration 13Q: 3 clusters Score -1091428 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1091486.875000 Penalty: 3004.666748
	Iteration 14Q: 3 clusters Score -1091487 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1091555.125000 Penalty: 3004.666748
	Iteration 15Q: 3 clusters Score -1091555 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1091640.000000 Penalty: 3004.666748
	Iteration 16Q: 3 clusters Score -1091640 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1091724.125000 Penalty: 3004.666748
	Iteration 17Q: 3 clusters Score -1091724 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1091814.125000 Penalty: 3004.666748
	Iteration 18Q: 3 clusters Score -1091814 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1091908.875000 Penalty: 3004.666748
	Iteration 19Q: 3 clusters Score -1091909 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1091984.500000 Penalty: 3004.666748
	Iteration 20F: 3 clusters Score -1091984 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1092030.375000 Penalty: 3004.666748
	Iteration 21Q: 3 clusters Score -1092030 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1092056.125000 Penalty: 3004.666748
	Iteration 22Q: 3 clusters Score -1092056 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1092077.750000 Penalty: 3004.666748
	Iteration 23Q: 3 clusters Score -1092078 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1092091.875000 Penalty: 3004.666748
	Iteration 24Q: 3 clusters Score -1092092 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1092105.250000 Penalty: 3004.666748
	Iteration 25Q: 3 clusters Score -1092105 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1092120.500000 Penalty: 3004.666748
	Iteration 26Q: 3 clusters Score -1092120 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1092134.625000 Penalty: 3004.666748
	Iteration 27Q: 3 clusters Score -1092135 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1092140.500000 Penalty: 3004.666748
	Iteration 28Q: 3 clusters Score -1092140 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1092149.500000 Penalty: 3004.666748
	Iteration 29Q: 3 clusters Score -1092150 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1092152.750000 Penalty: 3004.666748
	Iteration 30Q: 3 clusters Score -1092153 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1092158.000000 Penalty: 3004.666748
	Iteration 31Q: 3 clusters Score -1092158 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1092163.500000 Penalty: 3004.666748
	Iteration 32Q: 3 clusters Score -1092164 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1092166.750000 Penalty: 3004.666748
	Iteration 33Q: 3 clusters Score -1092167 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1092174.500000 Penalty: 3004.666748
	Iteration 34Q: 3 clusters Score -1092174 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1092183.500000 Penalty: 3004.666748
	Iteration 35Q: 3 clusters Score -1092184 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1092190.250000 Penalty: 3004.666748
	Iteration 36Q: 3 clusters Score -1092190 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1092198.500000 Penalty: 3004.666748
	Iteration 37Q: 3 clusters Score -1092198 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1092203.250000 Penalty: 3004.666748
	Iteration 38Q: 3 clusters Score -1092203 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1092208.000000 Penalty: 3004.666748
	Iteration 39Q: 3 clusters Score -1092208 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1092214.375000 Penalty: 3004.666748
	Iteration 40F: 3 clusters Score -1092214 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1092218.875000 Penalty: 3004.666748
	Iteration 41Q: 3 clusters Score -1092219 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1092219.875000 Penalty: 3004.666748
	Iteration 42Q: 3 clusters Score -1092220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1092222.500000 Penalty: 3004.666748
	Iteration 43Q: 3 clusters Score -1092222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1092226.375000 Penalty: 3004.666748
	Iteration 44Q: 3 clusters Score -1092226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1092228.875000 Penalty: 3004.666748
	Iteration 45Q: 3 clusters Score -1092229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1092227.250000 Penalty: 3004.666748
	Iteration 46Q: 3 clusters Score -1092227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1092226.500000 Penalty: 3004.666748
	Iteration 47Q: 3 clusters Score -1092226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1092227.750000 Penalty: 3004.666748
	Iteration 48Q: 3 clusters Score -1092228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1092229.500000 Penalty: 3004.666748
	Iteration 49Q: 3 clusters Score -1092230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1092231.750000 Penalty: 3004.666748
	Iteration 50Q: 3 clusters Score -1092232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1092236.250000 Penalty: 3004.666748
	Iteration 51Q: 3 clusters Score -1092236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1092235.125000 Penalty: 3004.666748
	Iteration 52Q: 3 clusters Score -1092235 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1092236.125000 Penalty: 3004.666748
	Iteration 53Q: 3 clusters Score -1092236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1092240.375000 Penalty: 3004.666748
	Iteration 54Q: 3 clusters Score -1092240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1092241.000000 Penalty: 3004.666748
	Iteration 55Q: 3 clusters Score -1092241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1092241.125000 Penalty: 3004.666748
	Iteration 56Q: 3 clusters Score -1092241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1092242.625000 Penalty: 3004.666748
	Iteration 57Q: 3 clusters Score -1092243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1092244.500000 Penalty: 3004.666748
	Iteration 58Q: 3 clusters Score -1092244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1092246.750000 Penalty: 3004.666748
	Iteration 59Q: 3 clusters Score -1092247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1092251.125000 Penalty: 3004.666748
	Iteration 60F: 3 clusters Score -1092251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1092249.000000 Penalty: 3004.666748
	Iteration 61Q: 3 clusters Score -1092249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1092250.500000 Penalty: 3004.666748
	Iteration 62Q: 3 clusters Score -1092250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1092250.500000 Penalty: 3004.666748
	Iteration 63Q: 3 clusters Score -1092250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1092253.875000 Penalty: 3004.666748
	Iteration 64Q: 3 clusters Score -1092254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1092256.125000 Penalty: 3004.666748
	Iteration 65Q: 3 clusters Score -1092256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1092260.875000 Penalty: 3004.666748
	Iteration 66Q: 3 clusters Score -1092261 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1092260.750000 Penalty: 3004.666748
	Iteration 67Q: 3 clusters Score -1092261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1092264.375000 Penalty: 3004.666748
	Iteration 68Q: 3 clusters Score -1092264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1092264.750000 Penalty: 3004.666748
	Iteration 69Q: 3 clusters Score -1092265 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1092267.000000 Penalty: 3004.666748
	Iteration 70Q: 3 clusters Score -1092267 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1092272.250000 Penalty: 3004.666748
	Iteration 71Q: 3 clusters Score -1092272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1092275.375000 Penalty: 3004.666748
	Iteration 72Q: 3 clusters Score -1092275 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1092276.875000 Penalty: 3004.666748
	Iteration 73Q: 3 clusters Score -1092277 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1092281.250000 Penalty: 3004.666748
	Iteration 74Q: 3 clusters Score -1092281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1092281.125000 Penalty: 3004.666748
	Iteration 75Q: 3 clusters Score -1092281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1092282.000000 Penalty: 3004.666748
	Iteration 76Q: 3 clusters Score -1092282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1092282.125000 Penalty: 3004.666748
	Iteration 77Q: 3 clusters Score -1092282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1092282.875000 Penalty: 3004.666748
	Iteration 78Q: 3 clusters Score -1092283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1092283.125000 Penalty: 3004.666748
	Iteration 79Q: 3 clusters Score -1092283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1092282.875000 Penalty: 3004.666748
	Iteration 80F: 3 clusters Score -1092283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1092283.250000 Penalty: 3004.666748
	Iteration 81Q: 3 clusters Score -1092283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1092283.250000 Penalty: 3004.666748
	Iteration 82F: 3 clusters Score -1092283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (122896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122896 members 
Entering Unmasked Estep 
Score: -14570195.000000 Penalty: 1904.352661
	Iteration 0F: 2 clusters Score -1.45702e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61336 members 
Mstep: Class 2 contains 61560 members 
Entering Unmasked Estep 
Score: -14494390.000000 Penalty: 3808.705322
	Iteration 0F: 3 clusters Score -1.449439e+07 nChanged 58821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58681 members 
Mstep: Class 2 contains 64215 members 
Entering Unmasked Estep 
Score: -14528618.000000 Penalty: 3808.705322
	Iteration 1F: 3 clusters Score -1.452862e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56705 members 
Mstep: Class 2 contains 66191 members 
Entering Unmasked Estep 
Score: -14529384.000000 Penalty: 3808.705322
	Iteration 2Q: 3 clusters Score -1.452938e+07 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53897 members 
Mstep: Class 2 contains 68999 members 
Entering Unmasked Estep 
Score: -14530250.000000 Penalty: 3808.705322
	Iteration 3Q: 3 clusters Score -1.453025e+07 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49857 members 
Mstep: Class 2 contains 73039 members 
Entering Unmasked Estep 
Score: -14531734.000000 Penalty: 3808.705322
	Iteration 4Q: 3 clusters Score -1.453173e+07 nChanged 6451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44344 members 
Mstep: Class 2 contains 78552 members 
Entering Unmasked Estep 
Score: -14534310.000000 Penalty: 3808.705322
	Iteration 5F: 3 clusters Score -1.453431e+07 nChanged 7968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37520 members 
Mstep: Class 2 contains 85376 members 
Entering Unmasked Estep 
Score: -14540527.000000 Penalty: 3808.705322
	Iteration 6F: 3 clusters Score -1.454053e+07 nChanged 8804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 93746 members 
Entering Unmasked Estep 
Score: -14548088.000000 Penalty: 3808.705322
	Iteration 7F: 3 clusters Score -1.454809e+07 nChanged 9046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 102634 members 
Entering Unmasked Estep 
Score: -14553939.000000 Penalty: 3808.705322
	Iteration 8F: 3 clusters Score -1.455394e+07 nChanged 7120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 109594 members 
Entering Unmasked Estep 
Score: -14557490.000000 Penalty: 3808.705322
	Iteration 9F: 3 clusters Score -1.455749e+07 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 113987 members 
Entering Unmasked Estep 
Score: -14562121.000000 Penalty: 3808.705322
	Iteration 10Q: 3 clusters Score -1.456212e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 116368 members 
Entering Unmasked Estep 
Score: -14564094.000000 Penalty: 3808.705322
	Iteration 11Q: 3 clusters Score -1.456409e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 117852 members 
Entering Unmasked Estep 
Score: -14565020.000000 Penalty: 3808.705322
	Iteration 12Q: 3 clusters Score -1.456502e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 118871 members 
Entering Unmasked Estep 
Score: -14565763.000000 Penalty: 3808.705322
	Iteration 13Q: 3 clusters Score -1.456576e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 119624 members 
Entering Unmasked Estep 
Score: -14566218.000000 Penalty: 3808.705322
	Iteration 14Q: 3 clusters Score -1.456622e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 120194 members 
Entering Unmasked Estep 
Score: -14566662.000000 Penalty: 3808.705322
	Iteration 15Q: 3 clusters Score -1.456666e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 120618 members 
Entering Unmasked Estep 
Score: -14566925.000000 Penalty: 3808.705322
	Iteration 16Q: 3 clusters Score -1.456692e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 120940 members 
Entering Unmasked Estep 
Score: -14567176.000000 Penalty: 3808.705322
	Iteration 17Q: 3 clusters Score -1.456718e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 121189 members 
Entering Unmasked Estep 
Score: -14567365.000000 Penalty: 3808.705322
	Iteration 18Q: 3 clusters Score -1.456736e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 121433 members 
Entering Unmasked Estep 
Score: -14567604.000000 Penalty: 3808.705322
	Iteration 19Q: 3 clusters Score -1.45676e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 121618 members 
Entering Unmasked Estep 
Score: -14567779.000000 Penalty: 3808.705322
	Iteration 20F: 3 clusters Score -1.456778e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 121775 members 
Entering Unmasked Estep 
Score: -14567890.000000 Penalty: 3808.705322
	Iteration 21Q: 3 clusters Score -1.456789e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 121898 members 
Entering Unmasked Estep 
Score: -14568049.000000 Penalty: 3808.705322
	Iteration 22Q: 3 clusters Score -1.456805e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 121991 members 
Entering Unmasked Estep 
Score: -14568121.000000 Penalty: 3808.705322
	Iteration 23Q: 3 clusters Score -1.456812e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 122057 members 
Entering Unmasked Estep 
Score: -14568168.000000 Penalty: 3808.705322
	Iteration 24Q: 3 clusters Score -1.456817e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 122092 members 
Entering Unmasked Estep 
Score: -14568184.000000 Penalty: 3808.705322
	Iteration 25Q: 3 clusters Score -1.456818e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 122118 members 
Entering Unmasked Estep 
Score: -14568214.000000 Penalty: 3808.705322
	Iteration 26Q: 3 clusters Score -1.456821e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 122150 members 
Entering Unmasked Estep 
Score: -14568232.000000 Penalty: 3808.705322
	Iteration 27Q: 3 clusters Score -1.456823e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 122176 members 
Entering Unmasked Estep 
Score: -14568279.000000 Penalty: 3808.705322
	Iteration 28Q: 3 clusters Score -1.456828e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 122205 members 
Entering Unmasked Estep 
Score: -14568308.000000 Penalty: 3808.705322
	Iteration 29Q: 3 clusters Score -1.456831e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 122222 members 
Entering Unmasked Estep 
Score: -14568312.000000 Penalty: 3808.705322
	Iteration 30Q: 3 clusters Score -1.456831e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 122238 members 
Entering Unmasked Estep 
Score: -14568338.000000 Penalty: 3808.705322
	Iteration 31Q: 3 clusters Score -1.456834e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 122250 members 
Entering Unmasked Estep 
Score: -14568347.000000 Penalty: 3808.705322
	Iteration 32Q: 3 clusters Score -1.456835e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 122262 members 
Entering Unmasked Estep 
Score: -14568359.000000 Penalty: 3808.705322
	Iteration 33Q: 3 clusters Score -1.456836e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 122268 members 
Entering Unmasked Estep 
Score: -14568373.000000 Penalty: 3808.705322
	Iteration 34Q: 3 clusters Score -1.456837e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 122273 members 
Entering Unmasked Estep 
Score: -14568374.000000 Penalty: 3808.705322
	Iteration 35Q: 3 clusters Score -1.456837e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 122275 members 
Entering Unmasked Estep 
Score: -14568373.000000 Penalty: 3808.705322
	Iteration 36Q: 3 clusters Score -1.456837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 122278 members 
Entering Unmasked Estep 
Score: -14568375.000000 Penalty: 3808.705322
	Iteration 37Q: 3 clusters Score -1.456838e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 122281 members 
Entering Unmasked Estep 
Score: -14568366.000000 Penalty: 3808.705322
	Iteration 38Q: 3 clusters Score -1.456837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 122283 members 
Entering Unmasked Estep 
Score: -14568372.000000 Penalty: 3808.705322
	Iteration 39Q: 3 clusters Score -1.456837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 122287 members 
Entering Unmasked Estep 
Score: -14568364.000000 Penalty: 3808.705322
	Iteration 40F: 3 clusters Score -1.456836e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 122287 members 
Entering Unmasked Estep 
Score: -14568369.000000 Penalty: 3808.705322
	Iteration 41Q: 3 clusters Score -1.456837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 122291 members 
Entering Unmasked Estep 
Score: -14568370.000000 Penalty: 3808.705322
	Iteration 42Q: 3 clusters Score -1.456837e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 122296 members 
Entering Unmasked Estep 
Score: -14568371.000000 Penalty: 3808.705322
	Iteration 43Q: 3 clusters Score -1.456837e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 122302 members 
Entering Unmasked Estep 
Score: -14568388.000000 Penalty: 3808.705322
	Iteration 44Q: 3 clusters Score -1.456839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 122304 members 
Entering Unmasked Estep 
Score: -14568378.000000 Penalty: 3808.705322
	Iteration 45Q: 3 clusters Score -1.456838e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 122306 members 
Entering Unmasked Estep 
Score: -14568368.000000 Penalty: 3808.705322
	Iteration 46Q: 3 clusters Score -1.456837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 122307 members 
Entering Unmasked Estep 
Score: -14568383.000000 Penalty: 3808.705322
	Iteration 47Q: 3 clusters Score -1.456838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 122307 members 
Entering Unmasked Estep 
Score: -14568382.000000 Penalty: 3808.705322
	Iteration 48Q: 3 clusters Score -1.456838e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 122308 members 
Entering Unmasked Estep 
Score: -14568379.000000 Penalty: 3808.705322
	Iteration 49Q: 3 clusters Score -1.456838e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 122309 members 
Entering Unmasked Estep 
Score: -14568387.000000 Penalty: 3808.705322
	Iteration 50Q: 3 clusters Score -1.456839e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 122308 members 
Entering Unmasked Estep 
Score: -14568380.000000 Penalty: 3808.705322
	Iteration 51Q: 3 clusters Score -1.456838e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 122308 members 
Entering Unmasked Estep 
Score: -14568380.000000 Penalty: 3808.705322
	Iteration 52F: 3 clusters Score -1.456838e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -30636.789062 Penalty: 946.244934
	Iteration 0F: 2 clusters Score -30636.79 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 166 members 
Entering Unmasked Estep 
Score: -29732.566406 Penalty: 1892.489868
	Iteration 0F: 3 clusters Score -29732.57 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -29865.425781 Penalty: 1892.489868
	Iteration 1F: 3 clusters Score -29865.43 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -29950.769531 Penalty: 1892.489868
	Iteration 2F: 3 clusters Score -29950.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -30010.861328 Penalty: 1892.489868
	Iteration 3Q: 3 clusters Score -30010.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -30079.445312 Penalty: 1892.489868
	Iteration 4Q: 3 clusters Score -30079.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -30112.972656 Penalty: 1892.489868
	Iteration 5Q: 3 clusters Score -30112.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -30161.611328 Penalty: 1892.489868
	Iteration 6Q: 3 clusters Score -30161.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -30184.107422 Penalty: 1892.489868
	Iteration 7Q: 3 clusters Score -30184.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -30212.060547 Penalty: 1892.489868
	Iteration 8Q: 3 clusters Score -30212.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -30252.734375 Penalty: 1892.489868
	Iteration 9Q: 3 clusters Score -30252.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -30269.435547 Penalty: 1892.489868
	Iteration 10Q: 3 clusters Score -30269.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -30287.423828 Penalty: 1892.489868
	Iteration 11Q: 3 clusters Score -30287.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -30303.324219 Penalty: 1892.489868
	Iteration 12Q: 3 clusters Score -30303.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -30322.666016 Penalty: 1892.489868
	Iteration 13Q: 3 clusters Score -30322.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -30333.384766 Penalty: 1892.489868
	Iteration 14Q: 3 clusters Score -30333.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -30337.000000 Penalty: 1892.489868
	Iteration 15Q: 3 clusters Score -30337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -30337.000000 Penalty: 1892.489868
	Iteration 16F: 3 clusters Score -30337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Entering Unmasked Estep 
Score: -9516.983398 Penalty: 871.971069
	Iteration 0F: 2 clusters Score -9516.983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8819.667969 Penalty: 1743.942139
	Iteration 0F: 3 clusters Score -8819.668 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -8970.751953 Penalty: 1743.942139
	Iteration 1F: 3 clusters Score -8970.752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9079.242188 Penalty: 1743.942139
	Iteration 2F: 3 clusters Score -9079.242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -9100.655273 Penalty: 1743.942139
	Iteration 3Q: 3 clusters Score -9100.655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9125.806641 Penalty: 1743.942139
	Iteration 4Q: 3 clusters Score -9125.807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9140.037109 Penalty: 1743.942139
	Iteration 5Q: 3 clusters Score -9140.037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9140.037109 Penalty: 1743.942139
	Iteration 6F: 3 clusters Score -9140.037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (57226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57226 members 
Entering Unmasked Estep 
Score: -6731681.500000 Penalty: 1780.149048
	Iteration 0F: 2 clusters Score -6731682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28568 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -6693373.000000 Penalty: 3560.298096
	Iteration 0F: 3 clusters Score -6693373 nChanged 26947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -6708794.000000 Penalty: 3560.298096
	Iteration 1F: 3 clusters Score -6708794 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
Score: -6709303.000000 Penalty: 3560.298096
	Iteration 2Q: 3 clusters Score -6709303 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -6709840.500000 Penalty: 3560.298096
	Iteration 3Q: 3 clusters Score -6709840 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -6710598.500000 Penalty: 3560.298096
	Iteration 4Q: 3 clusters Score -6710598 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 30291 members 
Entering Unmasked Estep 
Score: -6711806.000000 Penalty: 3560.298096
	Iteration 5Q: 3 clusters Score -6711806 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 31370 members 
Entering Unmasked Estep 
Score: -6713962.500000 Penalty: 3560.298096
	Iteration 6F: 3 clusters Score -6713962 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 32682 members 
Entering Unmasked Estep 
Score: -6717718.000000 Penalty: 3560.298096
	Iteration 7F: 3 clusters Score -6717718 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 33893 members 
Entering Unmasked Estep 
Score: -6722843.000000 Penalty: 3560.298096
	Iteration 8F: 3 clusters Score -6722843 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 34748 members 
Entering Unmasked Estep 
Score: -6726529.000000 Penalty: 3560.298096
	Iteration 9F: 3 clusters Score -6726529 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 35261 members 
Entering Unmasked Estep 
Score: -6728378.000000 Penalty: 3560.298096
	Iteration 10Q: 3 clusters Score -6728378 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 35626 members 
Entering Unmasked Estep 
Score: -6729592.000000 Penalty: 3560.298096
	Iteration 11Q: 3 clusters Score -6729592 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 35828 members 
Entering Unmasked Estep 
Score: -6730275.500000 Penalty: 3560.298096
	Iteration 12Q: 3 clusters Score -6730276 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
Score: -6730627.000000 Penalty: 3560.298096
	Iteration 13Q: 3 clusters Score -6730627 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 35844 members 
Entering Unmasked Estep 
Score: -6730794.500000 Penalty: 3560.298096
	Iteration 14Q: 3 clusters Score -6730794 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -6730934.000000 Penalty: 3560.298096
	Iteration 15Q: 3 clusters Score -6730934 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 35684 members 
Entering Unmasked Estep 
Score: -6731004.000000 Penalty: 3560.298096
	Iteration 16Q: 3 clusters Score -6731004 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 35618 members 
Entering Unmasked Estep 
Score: -6731031.000000 Penalty: 3560.298096
	Iteration 17Q: 3 clusters Score -6731031 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 35537 members 
Entering Unmasked Estep 
Score: -6731057.000000 Penalty: 3560.298096
	Iteration 18Q: 3 clusters Score -6731057 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -6731063.500000 Penalty: 3560.298096
	Iteration 19Q: 3 clusters Score -6731064 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 35408 members 
Entering Unmasked Estep 
Score: -6731072.000000 Penalty: 3560.298096
	Iteration 20F: 3 clusters Score -6731072 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 35365 members 
Entering Unmasked Estep 
Score: -6731082.500000 Penalty: 3560.298096
	Iteration 21Q: 3 clusters Score -6731082 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
Score: -6731066.500000 Penalty: 3560.298096
	Iteration 22Q: 3 clusters Score -6731066 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 35300 members 
Entering Unmasked Estep 
Score: -6731098.000000 Penalty: 3560.298096
	Iteration 23Q: 3 clusters Score -6731098 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 35271 members 
Entering Unmasked Estep 
Score: -6731086.500000 Penalty: 3560.298096
	Iteration 24Q: 3 clusters Score -6731086 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21974 members 
Mstep: Class 2 contains 35252 members 
Entering Unmasked Estep 
Score: -6731093.000000 Penalty: 3560.298096
	Iteration 25Q: 3 clusters Score -6731093 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
Score: -6731088.000000 Penalty: 3560.298096
	Iteration 26Q: 3 clusters Score -6731088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 35217 members 
Entering Unmasked Estep 
Score: -6731082.000000 Penalty: 3560.298096
	Iteration 27Q: 3 clusters Score -6731082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 35203 members 
Entering Unmasked Estep 
Score: -6731087.000000 Penalty: 3560.298096
	Iteration 28Q: 3 clusters Score -6731087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 35193 members 
Entering Unmasked Estep 
Score: -6731093.500000 Penalty: 3560.298096
	Iteration 29Q: 3 clusters Score -6731094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -6731092.500000 Penalty: 3560.298096
	Iteration 30Q: 3 clusters Score -6731092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 35166 members 
Entering Unmasked Estep 
Score: -6731096.000000 Penalty: 3560.298096
	Iteration 31Q: 3 clusters Score -6731096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 35155 members 
Entering Unmasked Estep 
Score: -6731088.500000 Penalty: 3560.298096
	Iteration 32Q: 3 clusters Score -6731088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 35137 members 
Entering Unmasked Estep 
Score: -6731090.000000 Penalty: 3560.298096
	Iteration 33Q: 3 clusters Score -6731090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 35131 members 
Entering Unmasked Estep 
Score: -6731089.000000 Penalty: 3560.298096
	Iteration 34Q: 3 clusters Score -6731089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 35121 members 
Entering Unmasked Estep 
Score: -6731084.000000 Penalty: 3560.298096
	Iteration 35Q: 3 clusters Score -6731084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 35107 members 
Entering Unmasked Estep 
Score: -6731083.500000 Penalty: 3560.298096
	Iteration 36Q: 3 clusters Score -6731084 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 35088 members 
Entering Unmasked Estep 
Score: -6731077.000000 Penalty: 3560.298096
	Iteration 37Q: 3 clusters Score -6731077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 35079 members 
Entering Unmasked Estep 
Score: -6731074.500000 Penalty: 3560.298096
	Iteration 38Q: 3 clusters Score -6731074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 35071 members 
Entering Unmasked Estep 
Score: -6731080.500000 Penalty: 3560.298096
	Iteration 39Q: 3 clusters Score -6731080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 35057 members 
Entering Unmasked Estep 
Score: -6731076.000000 Penalty: 3560.298096
	Iteration 40F: 3 clusters Score -6731076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 35044 members 
Entering Unmasked Estep 
Score: -6731071.000000 Penalty: 3560.298096
	Iteration 41Q: 3 clusters Score -6731071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 35032 members 
Entering Unmasked Estep 
Score: -6731074.000000 Penalty: 3560.298096
	Iteration 42Q: 3 clusters Score -6731074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -6731076.500000 Penalty: 3560.298096
	Iteration 43Q: 3 clusters Score -6731076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 35012 members 
Entering Unmasked Estep 
Score: -6731070.000000 Penalty: 3560.298096
	Iteration 44Q: 3 clusters Score -6731070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 35004 members 
Entering Unmasked Estep 
Score: -6731072.000000 Penalty: 3560.298096
	Iteration 45Q: 3 clusters Score -6731072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 34997 members 
Entering Unmasked Estep 
Score: -6731068.500000 Penalty: 3560.298096
	Iteration 46Q: 3 clusters Score -6731068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 34992 members 
Entering Unmasked Estep 
Score: -6731064.500000 Penalty: 3560.298096
	Iteration 47Q: 3 clusters Score -6731064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 34983 members 
Entering Unmasked Estep 
Score: -6731067.500000 Penalty: 3560.298096
	Iteration 48Q: 3 clusters Score -6731068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 34972 members 
Entering Unmasked Estep 
Score: -6731064.500000 Penalty: 3560.298096
	Iteration 49Q: 3 clusters Score -6731064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 34965 members 
Entering Unmasked Estep 
Score: -6731067.000000 Penalty: 3560.298096
	Iteration 50Q: 3 clusters Score -6731067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 34955 members 
Entering Unmasked Estep 
Score: -6731065.000000 Penalty: 3560.298096
	Iteration 51Q: 3 clusters Score -6731065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 34947 members 
Entering Unmasked Estep 
Score: -6731061.000000 Penalty: 3560.298096
	Iteration 52Q: 3 clusters Score -6731061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 34943 members 
Entering Unmasked Estep 
Score: -6731057.000000 Penalty: 3560.298096
	Iteration 53Q: 3 clusters Score -6731057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 34936 members 
Entering Unmasked Estep 
Score: -6731068.000000 Penalty: 3560.298096
	Iteration 54Q: 3 clusters Score -6731068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 34929 members 
Entering Unmasked Estep 
Score: -6731053.500000 Penalty: 3560.298096
	Iteration 55Q: 3 clusters Score -6731054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 34921 members 
Entering Unmasked Estep 
Score: -6731051.500000 Penalty: 3560.298096
	Iteration 56Q: 3 clusters Score -6731052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 34914 members 
Entering Unmasked Estep 
Score: -6731051.000000 Penalty: 3560.298096
	Iteration 57Q: 3 clusters Score -6731051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 34909 members 
Entering Unmasked Estep 
Score: -6731064.000000 Penalty: 3560.298096
	Iteration 58Q: 3 clusters Score -6731064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 34903 members 
Entering Unmasked Estep 
Score: -6731065.500000 Penalty: 3560.298096
	Iteration 59Q: 3 clusters Score -6731066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -6731065.500000 Penalty: 3560.298096
	Iteration 60F: 3 clusters Score -6731066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 34885 members 
Entering Unmasked Estep 
Score: -6731061.500000 Penalty: 3560.298096
	Iteration 61Q: 3 clusters Score -6731062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
Score: -6731064.500000 Penalty: 3560.298096
	Iteration 62Q: 3 clusters Score -6731064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -6731069.000000 Penalty: 3560.298096
	Iteration 63Q: 3 clusters Score -6731069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 34862 members 
Entering Unmasked Estep 
Score: -6731065.000000 Penalty: 3560.298096
	Iteration 64Q: 3 clusters Score -6731065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 34862 members 
Entering Unmasked Estep 
Score: -6731059.000000 Penalty: 3560.298096
	Iteration 65Q: 3 clusters Score -6731059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 34861 members 
Entering Unmasked Estep 
Score: -6731055.000000 Penalty: 3560.298096
	Iteration 66Q: 3 clusters Score -6731055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 34859 members 
Entering Unmasked Estep 
Score: -6731050.000000 Penalty: 3560.298096
	Iteration 67Q: 3 clusters Score -6731050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 34857 members 
Entering Unmasked Estep 
Score: -6731050.000000 Penalty: 3560.298096
	Iteration 68Q: 3 clusters Score -6731050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 34853 members 
Entering Unmasked Estep 
Score: -6731054.000000 Penalty: 3560.298096
	Iteration 69Q: 3 clusters Score -6731054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 34850 members 
Entering Unmasked Estep 
Score: -6731056.500000 Penalty: 3560.298096
	Iteration 70Q: 3 clusters Score -6731056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 34846 members 
Entering Unmasked Estep 
Score: -6731061.500000 Penalty: 3560.298096
	Iteration 71Q: 3 clusters Score -6731062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 34841 members 
Entering Unmasked Estep 
Score: -6731063.000000 Penalty: 3560.298096
	Iteration 72Q: 3 clusters Score -6731063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 34835 members 
Entering Unmasked Estep 
Score: -6731063.000000 Penalty: 3560.298096
	Iteration 73Q: 3 clusters Score -6731063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
Score: -6731066.500000 Penalty: 3560.298096
	Iteration 74Q: 3 clusters Score -6731066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
Score: -6731066.500000 Penalty: 3560.298096
	Iteration 75F: 3 clusters Score -6731066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (192035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192035 members 
Entering Unmasked Estep 
Score: -22024464.000000 Penalty: 1976.882812
	Iteration 0F: 2 clusters Score -2.202446e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95969 members 
Mstep: Class 2 contains 96066 members 
Entering Unmasked Estep 
Score: -21915880.000000 Penalty: 3953.765625
	Iteration 0F: 3 clusters Score -2.191588e+07 nChanged 93164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95567 members 
Mstep: Class 2 contains 96468 members 
Entering Unmasked Estep 
Score: -21970566.000000 Penalty: 3953.765625
	Iteration 1F: 3 clusters Score -2.197057e+07 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94686 members 
Mstep: Class 2 contains 97349 members 
Entering Unmasked Estep 
Score: -21971542.000000 Penalty: 3953.765625
	Iteration 2Q: 3 clusters Score -2.197154e+07 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93356 members 
Mstep: Class 2 contains 98679 members 
Entering Unmasked Estep 
Score: -21972706.000000 Penalty: 3953.765625
	Iteration 3Q: 3 clusters Score -2.197271e+07 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91287 members 
Mstep: Class 2 contains 100748 members 
Entering Unmasked Estep 
Score: -21974120.000000 Penalty: 3953.765625
	Iteration 4Q: 3 clusters Score -2.197412e+07 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88108 members 
Mstep: Class 2 contains 103927 members 
Entering Unmasked Estep 
Score: -21976060.000000 Penalty: 3953.765625
	Iteration 5Q: 3 clusters Score -2.197606e+07 nChanged 7889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83433 members 
Mstep: Class 2 contains 108602 members 
Entering Unmasked Estep 
Score: -21978902.000000 Penalty: 3953.765625
	Iteration 6Q: 3 clusters Score -2.19789e+07 nChanged 9538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76739 members 
Mstep: Class 2 contains 115296 members 
Entering Unmasked Estep 
Score: -21983442.000000 Penalty: 3953.765625
	Iteration 7Q: 3 clusters Score -2.198344e+07 nChanged 11135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68180 members 
Mstep: Class 2 contains 123855 members 
Entering Unmasked Estep 
Score: -21989818.000000 Penalty: 3953.765625
	Iteration 8F: 3 clusters Score -2.198982e+07 nChanged 12158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58514 members 
Mstep: Class 2 contains 133521 members 
Entering Unmasked Estep 
Score: -21997520.000000 Penalty: 3953.765625
	Iteration 9F: 3 clusters Score -2.199752e+07 nChanged 11804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49254 members 
Mstep: Class 2 contains 142781 members 
Entering Unmasked Estep 
Score: -22004812.000000 Penalty: 3953.765625
	Iteration 10F: 3 clusters Score -2.200481e+07 nChanged 10130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41604 members 
Mstep: Class 2 contains 150431 members 
Entering Unmasked Estep 
Score: -22010524.000000 Penalty: 3953.765625
	Iteration 11F: 3 clusters Score -2.201052e+07 nChanged 7982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Mstep: Class 2 contains 156339 members 
Entering Unmasked Estep 
Score: -22014534.000000 Penalty: 3953.765625
	Iteration 12Q: 3 clusters Score -2.201453e+07 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31165 members 
Mstep: Class 2 contains 160870 members 
Entering Unmasked Estep 
Score: -22016978.000000 Penalty: 3953.765625
	Iteration 13Q: 3 clusters Score -2.201698e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 164515 members 
Entering Unmasked Estep 
Score: -22018324.000000 Penalty: 3953.765625
	Iteration 14Q: 3 clusters Score -2.201832e+07 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 167654 members 
Entering Unmasked Estep 
Score: -22019156.000000 Penalty: 3953.765625
	Iteration 15Q: 3 clusters Score -2.201916e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 170497 members 
Entering Unmasked Estep 
Score: -22019796.000000 Penalty: 3953.765625
	Iteration 16Q: 3 clusters Score -2.20198e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 173046 members 
Entering Unmasked Estep 
Score: -22020316.000000 Penalty: 3953.765625
	Iteration 17Q: 3 clusters Score -2.202032e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 175303 members 
Entering Unmasked Estep 
Score: -22020500.000000 Penalty: 3953.765625
	Iteration 18Q: 3 clusters Score -2.20205e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 177373 members 
Entering Unmasked Estep 
Score: -22020738.000000 Penalty: 3953.765625
	Iteration 19Q: 3 clusters Score -2.202074e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 179250 members 
Entering Unmasked Estep 
Score: -22021022.000000 Penalty: 3953.765625
	Iteration 20F: 3 clusters Score -2.202102e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 180974 members 
Entering Unmasked Estep 
Score: -22021210.000000 Penalty: 3953.765625
	Iteration 21Q: 3 clusters Score -2.202121e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 182561 members 
Entering Unmasked Estep 
Score: -22022020.000000 Penalty: 3953.765625
	Iteration 22Q: 3 clusters Score -2.202202e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 183973 members 
Entering Unmasked Estep 
Score: -22022238.000000 Penalty: 3953.765625
	Iteration 23Q: 3 clusters Score -2.202224e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 185259 members 
Entering Unmasked Estep 
Score: -22022654.000000 Penalty: 3953.765625
	Iteration 24Q: 3 clusters Score -2.202265e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 186394 members 
Entering Unmasked Estep 
Score: -22023054.000000 Penalty: 3953.765625
	Iteration 25Q: 3 clusters Score -2.202305e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 187400 members 
Entering Unmasked Estep 
Score: -22023252.000000 Penalty: 3953.765625
	Iteration 26Q: 3 clusters Score -2.202325e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 188265 members 
Entering Unmasked Estep 
Score: -22023226.000000 Penalty: 3953.765625
	Iteration 27Q: 3 clusters Score -2.202323e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 188967 members 
Entering Unmasked Estep 
Score: -22023200.000000 Penalty: 3953.765625
	Iteration 28Q: 3 clusters Score -2.20232e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 189530 members 
Entering Unmasked Estep 
Score: -22023174.000000 Penalty: 3953.765625
	Iteration 29Q: 3 clusters Score -2.202317e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 189933 members 
Entering Unmasked Estep 
Score: -22023296.000000 Penalty: 3953.765625
	Iteration 30Q: 3 clusters Score -2.20233e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 190248 members 
Entering Unmasked Estep 
Score: -22023390.000000 Penalty: 3953.765625
	Iteration 31Q: 3 clusters Score -2.202339e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 190478 members 
Entering Unmasked Estep 
Score: -22023308.000000 Penalty: 3953.765625
	Iteration 32Q: 3 clusters Score -2.202331e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 190659 members 
Entering Unmasked Estep 
Score: -22023298.000000 Penalty: 3953.765625
	Iteration 33Q: 3 clusters Score -2.20233e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 190800 members 
Entering Unmasked Estep 
Score: -22023326.000000 Penalty: 3953.765625
	Iteration 34Q: 3 clusters Score -2.202333e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 190918 members 
Entering Unmasked Estep 
Score: -22023338.000000 Penalty: 3953.765625
	Iteration 35Q: 3 clusters Score -2.202334e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 191022 members 
Entering Unmasked Estep 
Score: -22023330.000000 Penalty: 3953.765625
	Iteration 36Q: 3 clusters Score -2.202333e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 191104 members 
Entering Unmasked Estep 
Score: -22023338.000000 Penalty: 3953.765625
	Iteration 37Q: 3 clusters Score -2.202334e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 191168 members 
Entering Unmasked Estep 
Score: -22023348.000000 Penalty: 3953.765625
	Iteration 38Q: 3 clusters Score -2.202335e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 191210 members 
Entering Unmasked Estep 
Score: -22023368.000000 Penalty: 3953.765625
	Iteration 39Q: 3 clusters Score -2.202337e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 191252 members 
Entering Unmasked Estep 
Score: -22023380.000000 Penalty: 3953.765625
	Iteration 40F: 3 clusters Score -2.202338e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 191295 members 
Entering Unmasked Estep 
Score: -22023354.000000 Penalty: 3953.765625
	Iteration 41Q: 3 clusters Score -2.202335e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 191319 members 
Entering Unmasked Estep 
Score: -22023382.000000 Penalty: 3953.765625
	Iteration 42Q: 3 clusters Score -2.202338e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 191340 members 
Entering Unmasked Estep 
Score: -22023370.000000 Penalty: 3953.765625
	Iteration 43Q: 3 clusters Score -2.202337e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 191355 members 
Entering Unmasked Estep 
Score: -22023352.000000 Penalty: 3953.765625
	Iteration 44Q: 3 clusters Score -2.202335e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 191367 members 
Entering Unmasked Estep 
Score: -22023350.000000 Penalty: 3953.765625
	Iteration 45Q: 3 clusters Score -2.202335e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 191374 members 
Entering Unmasked Estep 
Score: -22023328.000000 Penalty: 3953.765625
	Iteration 46Q: 3 clusters Score -2.202333e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 191383 members 
Entering Unmasked Estep 
Score: -22023330.000000 Penalty: 3953.765625
	Iteration 47Q: 3 clusters Score -2.202333e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 191391 members 
Entering Unmasked Estep 
Score: -22023340.000000 Penalty: 3953.765625
	Iteration 48Q: 3 clusters Score -2.202334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 191396 members 
Entering Unmasked Estep 
Score: -22023336.000000 Penalty: 3953.765625
	Iteration 49Q: 3 clusters Score -2.202334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 191401 members 
Entering Unmasked Estep 
Score: -22023340.000000 Penalty: 3953.765625
	Iteration 50Q: 3 clusters Score -2.202334e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 191404 members 
Entering Unmasked Estep 
Score: -22023334.000000 Penalty: 3953.765625
	Iteration 51Q: 3 clusters Score -2.202333e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 191406 members 
Entering Unmasked Estep 
Score: -22023322.000000 Penalty: 3953.765625
	Iteration 52Q: 3 clusters Score -2.202332e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 191403 members 
Entering Unmasked Estep 
Score: -22023334.000000 Penalty: 3953.765625
	Iteration 53Q: 3 clusters Score -2.202333e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 191404 members 
Entering Unmasked Estep 
Score: -22023330.000000 Penalty: 3953.765625
	Iteration 54Q: 3 clusters Score -2.202333e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 191405 members 
Entering Unmasked Estep 
Score: -22023332.000000 Penalty: 3953.765625
	Iteration 55Q: 3 clusters Score -2.202333e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 191405 members 
Entering Unmasked Estep 
Score: -22023332.000000 Penalty: 3953.765625
	Iteration 56F: 3 clusters Score -2.202333e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -37342.449219 Penalty: 995.970642
	Iteration 0F: 2 clusters Score -37342.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -36356.109375 Penalty: 1991.941284
	Iteration 0F: 3 clusters Score -36356.11 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -36621.078125 Penalty: 1991.941284
	Iteration 1F: 3 clusters Score -36621.08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -36750.375000 Penalty: 1991.941284
	Iteration 2F: 3 clusters Score -36750.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -36867.507812 Penalty: 1991.941284
	Iteration 3F: 3 clusters Score -36867.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -36938.828125 Penalty: 1991.941284
	Iteration 4Q: 3 clusters Score -36938.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -36967.386719 Penalty: 1991.941284
	Iteration 5Q: 3 clusters Score -36967.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -36983.839844 Penalty: 1991.941284
	Iteration 6Q: 3 clusters Score -36983.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -37001.253906 Penalty: 1991.941284
	Iteration 7Q: 3 clusters Score -37001.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -37015.710938 Penalty: 1991.941284
	Iteration 8Q: 3 clusters Score -37015.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -37021.839844 Penalty: 1991.941284
	Iteration 9Q: 3 clusters Score -37021.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -37023.035156 Penalty: 1991.941284
	Iteration 10Q: 3 clusters Score -37023.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -37023.035156 Penalty: 1991.941284
	Iteration 11F: 3 clusters Score -37023.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (49201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49201 members 
Entering Unmasked Estep 
Score: -5870184.000000 Penalty: 1755.596191
	Iteration 0F: 2 clusters Score -5870184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -5837285.500000 Penalty: 3511.192383
	Iteration 0F: 3 clusters Score -5837286 nChanged 23099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -5850123.000000 Penalty: 3511.192383
	Iteration 1F: 3 clusters Score -5850123 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -5850518.500000 Penalty: 3511.192383
	Iteration 2Q: 3 clusters Score -5850518 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 25322 members 
Entering Unmasked Estep 
Score: -5850890.000000 Penalty: 3511.192383
	Iteration 3Q: 3 clusters Score -5850890 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -5851298.000000 Penalty: 3511.192383
	Iteration 4Q: 3 clusters Score -5851298 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -5851734.000000 Penalty: 3511.192383
	Iteration 5Q: 3 clusters Score -5851734 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 26925 members 
Entering Unmasked Estep 
Score: -5852171.000000 Penalty: 3511.192383
	Iteration 6Q: 3 clusters Score -5852171 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
Score: -5852810.500000 Penalty: 3511.192383
	Iteration 7Q: 3 clusters Score -5852810 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -5853721.000000 Penalty: 3511.192383
	Iteration 8Q: 3 clusters Score -5853721 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -5855269.500000 Penalty: 3511.192383
	Iteration 9Q: 3 clusters Score -5855270 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -5857305.000000 Penalty: 3511.192383
	Iteration 10F: 3 clusters Score -5857305 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
Score: -5859446.500000 Penalty: 3511.192383
	Iteration 11F: 3 clusters Score -5859446 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 36250 members 
Entering Unmasked Estep 
Score: -5861056.500000 Penalty: 3511.192383
	Iteration 12Q: 3 clusters Score -5861056 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 37595 members 
Entering Unmasked Estep 
Score: -5862001.500000 Penalty: 3511.192383
	Iteration 13Q: 3 clusters Score -5862002 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -5862563.500000 Penalty: 3511.192383
	Iteration 14Q: 3 clusters Score -5862564 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 39844 members 
Entering Unmasked Estep 
Score: -5863011.000000 Penalty: 3511.192383
	Iteration 15Q: 3 clusters Score -5863011 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 40901 members 
Entering Unmasked Estep 
Score: -5863514.500000 Penalty: 3511.192383
	Iteration 16Q: 3 clusters Score -5863514 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 41938 members 
Entering Unmasked Estep 
Score: -5864022.000000 Penalty: 3511.192383
	Iteration 17Q: 3 clusters Score -5864022 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 42932 members 
Entering Unmasked Estep 
Score: -5864558.000000 Penalty: 3511.192383
	Iteration 18Q: 3 clusters Score -5864558 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 43902 members 
Entering Unmasked Estep 
Score: -5865094.500000 Penalty: 3511.192383
	Iteration 19Q: 3 clusters Score -5865094 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 44776 members 
Entering Unmasked Estep 
Score: -5865562.000000 Penalty: 3511.192383
	Iteration 20F: 3 clusters Score -5865562 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 45607 members 
Entering Unmasked Estep 
Score: -5866072.000000 Penalty: 3511.192383
	Iteration 21Q: 3 clusters Score -5866072 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 46369 members 
Entering Unmasked Estep 
Score: -5866552.000000 Penalty: 3511.192383
	Iteration 22Q: 3 clusters Score -5866552 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 47017 members 
Entering Unmasked Estep 
Score: -5867018.500000 Penalty: 3511.192383
	Iteration 23Q: 3 clusters Score -5867018 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 47572 members 
Entering Unmasked Estep 
Score: -5867462.500000 Penalty: 3511.192383
	Iteration 24Q: 3 clusters Score -5867462 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 48002 members 
Entering Unmasked Estep 
Score: -5867811.500000 Penalty: 3511.192383
	Iteration 25Q: 3 clusters Score -5867812 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 48306 members 
Entering Unmasked Estep 
Score: -5868058.500000 Penalty: 3511.192383
	Iteration 26Q: 3 clusters Score -5868058 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 48530 members 
Entering Unmasked Estep 
Score: -5868209.500000 Penalty: 3511.192383
	Iteration 27Q: 3 clusters Score -5868210 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 48685 members 
Entering Unmasked Estep 
Score: -5868317.000000 Penalty: 3511.192383
	Iteration 28Q: 3 clusters Score -5868317 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 48792 members 
Entering Unmasked Estep 
Score: -5868394.500000 Penalty: 3511.192383
	Iteration 29Q: 3 clusters Score -5868394 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 48868 members 
Entering Unmasked Estep 
Score: -5868468.000000 Penalty: 3511.192383
	Iteration 30Q: 3 clusters Score -5868468 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 48902 members 
Entering Unmasked Estep 
Score: -5868519.500000 Penalty: 3511.192383
	Iteration 31Q: 3 clusters Score -5868520 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 48929 members 
Entering Unmasked Estep 
Score: -5868557.000000 Penalty: 3511.192383
	Iteration 32Q: 3 clusters Score -5868557 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 48946 members 
Entering Unmasked Estep 
Score: -5868573.000000 Penalty: 3511.192383
	Iteration 33Q: 3 clusters Score -5868573 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 48960 members 
Entering Unmasked Estep 
Score: -5868584.500000 Penalty: 3511.192383
	Iteration 34Q: 3 clusters Score -5868584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 48977 members 
Entering Unmasked Estep 
Score: -5868610.500000 Penalty: 3511.192383
	Iteration 35Q: 3 clusters Score -5868610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 48986 members 
Entering Unmasked Estep 
Score: -5868628.500000 Penalty: 3511.192383
	Iteration 36Q: 3 clusters Score -5868628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 48987 members 
Entering Unmasked Estep 
Score: -5868636.000000 Penalty: 3511.192383
	Iteration 37Q: 3 clusters Score -5868636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 48991 members 
Entering Unmasked Estep 
Score: -5868648.000000 Penalty: 3511.192383
	Iteration 38Q: 3 clusters Score -5868648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 48997 members 
Entering Unmasked Estep 
Score: -5868639.500000 Penalty: 3511.192383
	Iteration 39Q: 3 clusters Score -5868640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 48998 members 
Entering Unmasked Estep 
Score: -5868641.500000 Penalty: 3511.192383
	Iteration 40F: 3 clusters Score -5868642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 49000 members 
Entering Unmasked Estep 
Score: -5868649.000000 Penalty: 3511.192383
	Iteration 41Q: 3 clusters Score -5868649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 49000 members 
Entering Unmasked Estep 
Score: -5868645.000000 Penalty: 3511.192383
	Iteration 42Q: 3 clusters Score -5868645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 49001 members 
Entering Unmasked Estep 
Score: -5868644.500000 Penalty: 3511.192383
	Iteration 43Q: 3 clusters Score -5868644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 49002 members 
Entering Unmasked Estep 
Score: -5868654.500000 Penalty: 3511.192383
	Iteration 44Q: 3 clusters Score -5868654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 49003 members 
Entering Unmasked Estep 
Score: -5868648.000000 Penalty: 3511.192383
	Iteration 45Q: 3 clusters Score -5868648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 49004 members 
Entering Unmasked Estep 
Score: -5868648.500000 Penalty: 3511.192383
	Iteration 46Q: 3 clusters Score -5868648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 49003 members 
Entering Unmasked Estep 
Score: -5868652.500000 Penalty: 3511.192383
	Iteration 47Q: 3 clusters Score -5868652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 49002 members 
Entering Unmasked Estep 
Score: -5868654.000000 Penalty: 3511.192383
	Iteration 48Q: 3 clusters Score -5868654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 49003 members 
Entering Unmasked Estep 
Score: -5868654.500000 Penalty: 3511.192383
	Iteration 49Q: 3 clusters Score -5868654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 49006 members 
Entering Unmasked Estep 
Score: -5868654.500000 Penalty: 3511.192383
	Iteration 50Q: 3 clusters Score -5868654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 49006 members 
Entering Unmasked Estep 
Score: -5868654.500000 Penalty: 3511.192383
	Iteration 51Q: 3 clusters Score -5868654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 49007 members 
Entering Unmasked Estep 
Score: -5868660.500000 Penalty: 3511.192383
	Iteration 52Q: 3 clusters Score -5868660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 49007 members 
Entering Unmasked Estep 
Score: -5868660.500000 Penalty: 3511.192383
	Iteration 53F: 3 clusters Score -5868660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Entering Unmasked Estep 
Score: -31458.507812 Penalty: 933.758057
	Iteration 0F: 2 clusters Score -31458.51 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 158 members 
Entering Unmasked Estep 
Score: -30553.826172 Penalty: 1867.516113
	Iteration 0F: 3 clusters Score -30553.83 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -30657.820312 Penalty: 1867.516113
	Iteration 1F: 3 clusters Score -30657.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -30695.494141 Penalty: 1867.516113
	Iteration 2F: 3 clusters Score -30695.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -30700.437500 Penalty: 1867.516113
	Iteration 3Q: 3 clusters Score -30700.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -30708.390625 Penalty: 1867.516113
	Iteration 4Q: 3 clusters Score -30708.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -30712.429688 Penalty: 1867.516113
	Iteration 5Q: 3 clusters Score -30712.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -30712.429688 Penalty: 1867.516113
	Iteration 6F: 3 clusters Score -30712.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (118875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118875 members 
Entering Unmasked Estep 
Score: -14070212.000000 Penalty: 1898.947144
	Iteration 0F: 2 clusters Score -1.407021e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59358 members 
Mstep: Class 2 contains 59517 members 
Entering Unmasked Estep 
Score: -13995941.000000 Penalty: 3797.894287
	Iteration 0F: 3 clusters Score -1.399594e+07 nChanged 57196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57238 members 
Mstep: Class 2 contains 61637 members 
Entering Unmasked Estep 
Score: -14029150.000000 Penalty: 3797.894287
	Iteration 1F: 3 clusters Score -1.402915e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55028 members 
Mstep: Class 2 contains 63847 members 
Entering Unmasked Estep 
Score: -14030111.000000 Penalty: 3797.894287
	Iteration 2Q: 3 clusters Score -1.403011e+07 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51601 members 
Mstep: Class 2 contains 67274 members 
Entering Unmasked Estep 
Score: -14031496.000000 Penalty: 3797.894287
	Iteration 3Q: 3 clusters Score -1.40315e+07 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46407 members 
Mstep: Class 2 contains 72468 members 
Entering Unmasked Estep 
Score: -14033938.000000 Penalty: 3797.894287
	Iteration 4Q: 3 clusters Score -1.403394e+07 nChanged 7748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38839 members 
Mstep: Class 2 contains 80036 members 
Entering Unmasked Estep 
Score: -14038026.000000 Penalty: 3797.894287
	Iteration 5F: 3 clusters Score -1.403803e+07 nChanged 9995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 89967 members 
Entering Unmasked Estep 
Score: -14045807.000000 Penalty: 3797.894287
	Iteration 6F: 3 clusters Score -1.404581e+07 nChanged 10198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 100165 members 
Entering Unmasked Estep 
Score: -14052927.000000 Penalty: 3797.894287
	Iteration 7F: 3 clusters Score -1.405293e+07 nChanged 8020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 108175 members 
Entering Unmasked Estep 
Score: -14058389.000000 Penalty: 3797.894287
	Iteration 8F: 3 clusters Score -1.405839e+07 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 112963 members 
Entering Unmasked Estep 
Score: -14063653.000000 Penalty: 3797.894287
	Iteration 9Q: 3 clusters Score -1.406365e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 115686 members 
Entering Unmasked Estep 
Score: -14065920.000000 Penalty: 3797.894287
	Iteration 10Q: 3 clusters Score -1.406592e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 117112 members 
Entering Unmasked Estep 
Score: -14067098.000000 Penalty: 3797.894287
	Iteration 11Q: 3 clusters Score -1.40671e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 117818 members 
Entering Unmasked Estep 
Score: -14067722.000000 Penalty: 3797.894287
	Iteration 12Q: 3 clusters Score -1.406772e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 118159 members 
Entering Unmasked Estep 
Score: -14068059.000000 Penalty: 3797.894287
	Iteration 13Q: 3 clusters Score -1.406806e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 118327 members 
Entering Unmasked Estep 
Score: -14068218.000000 Penalty: 3797.894287
	Iteration 14Q: 3 clusters Score -1.406822e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 118418 members 
Entering Unmasked Estep 
Score: -14068311.000000 Penalty: 3797.894287
	Iteration 15Q: 3 clusters Score -1.406831e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 118474 members 
Entering Unmasked Estep 
Score: -14068375.000000 Penalty: 3797.894287
	Iteration 16Q: 3 clusters Score -1.406838e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 118510 members 
Entering Unmasked Estep 
Score: -14068430.000000 Penalty: 3797.894287
	Iteration 17Q: 3 clusters Score -1.406843e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 118540 members 
Entering Unmasked Estep 
Score: -14068459.000000 Penalty: 3797.894287
	Iteration 18Q: 3 clusters Score -1.406846e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 118554 members 
Entering Unmasked Estep 
Score: -14068488.000000 Penalty: 3797.894287
	Iteration 19Q: 3 clusters Score -1.406849e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 118566 members 
Entering Unmasked Estep 
Score: -14068516.000000 Penalty: 3797.894287
	Iteration 20F: 3 clusters Score -1.406852e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 118574 members 
Entering Unmasked Estep 
Score: -14068545.000000 Penalty: 3797.894287
	Iteration 21Q: 3 clusters Score -1.406854e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 118581 members 
Entering Unmasked Estep 
Score: -14068561.000000 Penalty: 3797.894287
	Iteration 22Q: 3 clusters Score -1.406856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 118585 members 
Entering Unmasked Estep 
Score: -14068555.000000 Penalty: 3797.894287
	Iteration 23Q: 3 clusters Score -1.406856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 118587 members 
Entering Unmasked Estep 
Score: -14068558.000000 Penalty: 3797.894287
	Iteration 24Q: 3 clusters Score -1.406856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 118588 members 
Entering Unmasked Estep 
Score: -14068561.000000 Penalty: 3797.894287
	Iteration 25Q: 3 clusters Score -1.406856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 118587 members 
Entering Unmasked Estep 
Score: -14068554.000000 Penalty: 3797.894287
	Iteration 26Q: 3 clusters Score -1.406855e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 118586 members 
Entering Unmasked Estep 
Score: -14068563.000000 Penalty: 3797.894287
	Iteration 27Q: 3 clusters Score -1.406856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 118585 members 
Entering Unmasked Estep 
Score: -14068567.000000 Penalty: 3797.894287
	Iteration 28Q: 3 clusters Score -1.406857e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 118585 members 
Entering Unmasked Estep 
Score: -14068567.000000 Penalty: 3797.894287
	Iteration 29F: 3 clusters Score -1.406857e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (1755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Entering Unmasked Estep 
Score: -214081.765625 Penalty: 1213.911499
	Iteration 0F: 2 clusters Score -214081.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -212146.828125 Penalty: 2427.822998
	Iteration 0F: 3 clusters Score -212146.8 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -212518.218750 Penalty: 2427.822998
	Iteration 1F: 3 clusters Score -212518.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -212622.171875 Penalty: 2427.822998
	Iteration 2F: 3 clusters Score -212622.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -212672.390625 Penalty: 2427.822998
	Iteration 3Q: 3 clusters Score -212672.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -212703.218750 Penalty: 2427.822998
	Iteration 4Q: 3 clusters Score -212703.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -212733.218750 Penalty: 2427.822998
	Iteration 5Q: 3 clusters Score -212733.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -212756.796875 Penalty: 2427.822998
	Iteration 6Q: 3 clusters Score -212756.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -212781.125000 Penalty: 2427.822998
	Iteration 7Q: 3 clusters Score -212781.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -212792.046875 Penalty: 2427.822998
	Iteration 8Q: 3 clusters Score -212792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -212797.468750 Penalty: 2427.822998
	Iteration 9Q: 3 clusters Score -212797.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -212801.171875 Penalty: 2427.822998
	Iteration 10Q: 3 clusters Score -212801.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -212802.281250 Penalty: 2427.822998
	Iteration 11Q: 3 clusters Score -212802.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -212804.484375 Penalty: 2427.822998
	Iteration 12Q: 3 clusters Score -212804.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -212806.265625 Penalty: 2427.822998
	Iteration 13Q: 3 clusters Score -212806.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -212807.812500 Penalty: 2427.822998
	Iteration 14Q: 3 clusters Score -212807.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -212809.015625 Penalty: 2427.822998
	Iteration 15Q: 3 clusters Score -212809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -212809.718750 Penalty: 2427.822998
	Iteration 16Q: 3 clusters Score -212809.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -212810.109375 Penalty: 2427.822998
	Iteration 17Q: 3 clusters Score -212810.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -212810.421875 Penalty: 2427.822998
	Iteration 18Q: 3 clusters Score -212810.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -212812.578125 Penalty: 2427.822998
	Iteration 19Q: 3 clusters Score -212812.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -212814.687500 Penalty: 2427.822998
	Iteration 20F: 3 clusters Score -212814.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -212816.671875 Penalty: 2427.822998
	Iteration 21Q: 3 clusters Score -212816.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -212817.750000 Penalty: 2427.822998
	Iteration 22Q: 3 clusters Score -212817.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -212819.296875 Penalty: 2427.822998
	Iteration 23Q: 3 clusters Score -212819.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -212820.656250 Penalty: 2427.822998
	Iteration 24Q: 3 clusters Score -212820.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -212821.359375 Penalty: 2427.822998
	Iteration 25Q: 3 clusters Score -212821.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -212822.015625 Penalty: 2427.822998
	Iteration 26Q: 3 clusters Score -212822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -212822.843750 Penalty: 2427.822998
	Iteration 27Q: 3 clusters Score -212822.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -212822.843750 Penalty: 2427.822998
	Iteration 28F: 3 clusters Score -212822.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (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: -82074.812500 Penalty: 1081.926758
	Iteration 0F: 2 clusters Score -82074.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -80817.937500 Penalty: 2163.853516
	Iteration 0F: 3 clusters Score -80817.94 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -81066.156250 Penalty: 2163.853516
	Iteration 1F: 3 clusters Score -81066.16 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -81177.429688 Penalty: 2163.853516
	Iteration 2F: 3 clusters Score -81177.43 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -81255.109375 Penalty: 2163.853516
	Iteration 3F: 3 clusters Score -81255.11 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -81305.484375 Penalty: 2163.853516
	Iteration 4Q: 3 clusters Score -81305.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -81333.843750 Penalty: 2163.853516
	Iteration 5Q: 3 clusters Score -81333.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -81346.648438 Penalty: 2163.853516
	Iteration 6Q: 3 clusters Score -81346.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -81348.351562 Penalty: 2163.853516
	Iteration 7Q: 3 clusters Score -81348.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -81348.351562 Penalty: 2163.853516
	Iteration 8F: 3 clusters Score -81348.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (115259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115259 members 
Entering Unmasked Estep 
Score: -13684236.000000 Penalty: 1893.927246
	Iteration 0F: 2 clusters Score -1.368424e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57504 members 
Mstep: Class 2 contains 57755 members 
Entering Unmasked Estep 
Score: -13611301.000000 Penalty: 3787.854492
	Iteration 0F: 3 clusters Score -1.36113e+07 nChanged 55512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54562 members 
Mstep: Class 2 contains 60697 members 
Entering Unmasked Estep 
Score: -13643863.000000 Penalty: 3787.854492
	Iteration 1F: 3 clusters Score -1.364386e+07 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51703 members 
Mstep: Class 2 contains 63556 members 
Entering Unmasked Estep 
Score: -13645020.000000 Penalty: 3787.854492
	Iteration 2Q: 3 clusters Score -1.364502e+07 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47305 members 
Mstep: Class 2 contains 67954 members 
Entering Unmasked Estep 
Score: -13646792.000000 Penalty: 3787.854492
	Iteration 3Q: 3 clusters Score -1.364679e+07 nChanged 6680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40937 members 
Mstep: Class 2 contains 74322 members 
Entering Unmasked Estep 
Score: -13650035.000000 Penalty: 3787.854492
	Iteration 4F: 3 clusters Score -1.365004e+07 nChanged 8984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32083 members 
Mstep: Class 2 contains 83176 members 
Entering Unmasked Estep 
Score: -13656382.000000 Penalty: 3787.854492
	Iteration 5F: 3 clusters Score -1.365638e+07 nChanged 10743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 93897 members 
Entering Unmasked Estep 
Score: -13666081.000000 Penalty: 3787.854492
	Iteration 6F: 3 clusters Score -1.366608e+07 nChanged 9979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 103872 members 
Entering Unmasked Estep 
Score: -13673628.000000 Penalty: 3787.854492
	Iteration 7F: 3 clusters Score -1.367363e+07 nChanged 6584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 110456 members 
Entering Unmasked Estep 
Score: -13678809.000000 Penalty: 3787.854492
	Iteration 8F: 3 clusters Score -1.367881e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 113408 members 
Entering Unmasked Estep 
Score: -13681507.000000 Penalty: 3787.854492
	Iteration 9Q: 3 clusters Score -1.368151e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 114555 members 
Entering Unmasked Estep 
Score: -13682164.000000 Penalty: 3787.854492
	Iteration 10Q: 3 clusters Score -1.368216e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 114891 members 
Entering Unmasked Estep 
Score: -13682366.000000 Penalty: 3787.854492
	Iteration 11Q: 3 clusters Score -1.368237e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 114985 members 
Entering Unmasked Estep 
Score: -13682488.000000 Penalty: 3787.854492
	Iteration 12Q: 3 clusters Score -1.368249e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 115021 members 
Entering Unmasked Estep 
Score: -13682545.000000 Penalty: 3787.854492
	Iteration 13Q: 3 clusters Score -1.368254e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 115044 members 
Entering Unmasked Estep 
Score: -13682561.000000 Penalty: 3787.854492
	Iteration 14Q: 3 clusters Score -1.368256e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 115048 members 
Entering Unmasked Estep 
Score: -13682577.000000 Penalty: 3787.854492
	Iteration 15Q: 3 clusters Score -1.368258e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 115049 members 
Entering Unmasked Estep 
Score: -13682582.000000 Penalty: 3787.854492
	Iteration 16Q: 3 clusters Score -1.368258e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 115046 members 
Entering Unmasked Estep 
Score: -13682582.000000 Penalty: 3787.854492
	Iteration 17Q: 3 clusters Score -1.368258e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 115050 members 
Entering Unmasked Estep 
Score: -13682591.000000 Penalty: 3787.854492
	Iteration 18Q: 3 clusters Score -1.368259e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 115051 members 
Entering Unmasked Estep 
Score: -13682592.000000 Penalty: 3787.854492
	Iteration 19Q: 3 clusters Score -1.368259e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 115051 members 
Entering Unmasked Estep 
Score: -13682604.000000 Penalty: 3787.854492
	Iteration 20F: 3 clusters Score -1.36826e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 115050 members 
Entering Unmasked Estep 
Score: -13682607.000000 Penalty: 3787.854492
	Iteration 21Q: 3 clusters Score -1.368261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 115050 members 
Entering Unmasked Estep 
Score: -13682614.000000 Penalty: 3787.854492
	Iteration 22Q: 3 clusters Score -1.368261e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 115049 members 
Entering Unmasked Estep 
Score: -13682614.000000 Penalty: 3787.854492
	Iteration 23Q: 3 clusters Score -1.368261e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 115049 members 
Entering Unmasked Estep 
Score: -13682614.000000 Penalty: 3787.854492
	Iteration 24F: 3 clusters Score -1.368261e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (8703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Entering Unmasked Estep 
Score: -1018955.000000 Penalty: 1474.106323
	Iteration 0F: 2 clusters Score -1018955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1012678.250000 Penalty: 2948.212646
	Iteration 0F: 3 clusters Score -1012678 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1014663.312500 Penalty: 2948.212646
	Iteration 1F: 3 clusters Score -1014663 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1014932.687500 Penalty: 2948.212646
	Iteration 2F: 3 clusters Score -1014933 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1015177.062500 Penalty: 2948.212646
	Iteration 3Q: 3 clusters Score -1015177 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1015464.437500 Penalty: 2948.212646
	Iteration 4Q: 3 clusters Score -1015464 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1015765.062500 Penalty: 2948.212646
	Iteration 5F: 3 clusters Score -1015765 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1016120.187500 Penalty: 2948.212646
	Iteration 6F: 3 clusters Score -1016120 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1016590.875000 Penalty: 2948.212646
	Iteration 7F: 3 clusters Score -1016591 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1017151.750000 Penalty: 2948.212646
	Iteration 8F: 3 clusters Score -1017152 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1017739.312500 Penalty: 2948.212646
	Iteration 9F: 3 clusters Score -1017739 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1018138.750000 Penalty: 2948.212646
	Iteration 10F: 3 clusters Score -1018139 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1018299.500000 Penalty: 2948.212646
	Iteration 11Q: 3 clusters Score -1018300 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1018359.687500 Penalty: 2948.212646
	Iteration 12Q: 3 clusters Score -1018360 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1018381.125000 Penalty: 2948.212646
	Iteration 13Q: 3 clusters Score -1018381 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1018393.875000 Penalty: 2948.212646
	Iteration 14Q: 3 clusters Score -1018394 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1018399.500000 Penalty: 2948.212646
	Iteration 15Q: 3 clusters Score -1018400 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1018404.812500 Penalty: 2948.212646
	Iteration 16Q: 3 clusters Score -1018405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1018406.000000 Penalty: 2948.212646
	Iteration 17Q: 3 clusters Score -1018406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1018406.562500 Penalty: 2948.212646
	Iteration 18Q: 3 clusters Score -1018407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1018407.062500 Penalty: 2948.212646
	Iteration 19Q: 3 clusters Score -1018407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1018407.562500 Penalty: 2948.212646
	Iteration 20F: 3 clusters Score -1018408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1018407.312500 Penalty: 2948.212646
	Iteration 21Q: 3 clusters Score -1018407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1018408.750000 Penalty: 2948.212646
	Iteration 22Q: 3 clusters Score -1018409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1018411.000000 Penalty: 2948.212646
	Iteration 23Q: 3 clusters Score -1018411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1018409.375000 Penalty: 2948.212646
	Iteration 24Q: 3 clusters Score -1018409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1018411.625000 Penalty: 2948.212646
	Iteration 25Q: 3 clusters Score -1018412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1018412.250000 Penalty: 2948.212646
	Iteration 26Q: 3 clusters Score -1018412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1018411.625000 Penalty: 2948.212646
	Iteration 27Q: 3 clusters Score -1018412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1018411.875000 Penalty: 2948.212646
	Iteration 28Q: 3 clusters Score -1018412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1018411.875000 Penalty: 2948.212646
	Iteration 29F: 3 clusters Score -1018412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 3456 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 36981 members 
Mstep: Class 6 contains 73464 members 
Mstep: Class 7 contains 29554 members 
Mstep: Class 8 contains 36289 members 
Mstep: Class 9 contains 32294 members 
Mstep: Class 10 contains 16337 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 74165 members 
Mstep: Class 13 contains 4168 members 
Mstep: Class 14 contains 535 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 23792 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 122446 members 
Mstep: Class 20 contains 4419 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 36536 members 
Mstep: Class 23 contains 9843 members 
Mstep: Class 24 contains 96765 members 
Mstep: Class 25 contains 86722 members 
Mstep: Class 26 contains 29159 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 821 members 
Mstep: Class 29 contains 2596 members 
Mstep: Class 30 contains 49606 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 88633 members 
Mstep: Class 34 contains 1331 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 30304 members 
Mstep: Class 38 contains 12731 members 
Mstep: Class 39 contains 611 members 
Mstep: Class 40 contains 10354 members 
Mstep: Class 41 contains 122896 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 57226 members 
Mstep: Class 45 contains 192035 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 49201 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 118875 members 
Mstep: Class 50 contains 1755 members 
Mstep: Class 51 contains 779 members 
Mstep: Class 52 contains 115259 members 
Mstep: Class 54 contains 8703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 50. Lose 2328.712646 but Gain 2333.421875
Score: -194746512.000000 Penalty: 123671.273438
Iteration 239Q: 54 clusters Score -1.947465e+08 nChanged 9156
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 3456 members 
Mstep: Class 3 contains 28874 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37054 members 
Mstep: Class 6 contains 73466 members 
Mstep: Class 7 contains 29493 members 
Mstep: Class 8 contains 36283 members 
Mstep: Class 9 contains 32295 members 
Mstep: Class 10 contains 16332 members 
Mstep: Class 11 contains 7007 members 
Mstep: Class 12 contains 74208 members 
Mstep: Class 13 contains 4170 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 23996 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 122459 members 
Mstep: Class 20 contains 4409 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 36620 members 
Mstep: Class 23 contains 9855 members 
Mstep: Class 24 contains 96911 members 
Mstep: Class 25 contains 86686 members 
Mstep: Class 26 contains 29144 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 820 members 
Mstep: Class 29 contains 2596 members 
Mstep: Class 30 contains 50573 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 88346 members 
Mstep: Class 34 contains 1335 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 30689 members 
Mstep: Class 38 contains 12731 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10355 members 
Mstep: Class 41 contains 122985 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 57371 members 
Mstep: Class 45 contains 192031 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 49477 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 119402 members 
Mstep: Class 51 contains 779 members 
Mstep: Class 52 contains 115697 members 
Mstep: Class 53 contains 85892 members 
Mstep: Class 54 contains 8861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194749152.000000 Penalty: 123671.273438
Iteration 240F: 54 clusters Score -1.947492e+08 nChanged 7869
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 3456 members 
Mstep: Class 3 contains 29423 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 36958 members 
Mstep: Class 6 contains 73468 members 
Mstep: Class 7 contains 29428 members 
Mstep: Class 8 contains 36266 members 
Mstep: Class 9 contains 32299 members 
Mstep: Class 10 contains 16330 members 
Mstep: Class 11 contains 6883 members 
Mstep: Class 12 contains 73802 members 
Mstep: Class 13 contains 4171 members 
Mstep: Class 14 contains 537 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 24129 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 122373 members 
Mstep: Class 20 contains 4386 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 36496 members 
Mstep: Class 23 contains 9858 members 
Mstep: Class 24 contains 97142 members 
Mstep: Class 25 contains 86183 members 
Mstep: Class 26 contains 29128 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2596 members 
Mstep: Class 30 contains 51178 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 87908 members 
Mstep: Class 34 contains 1335 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 30587 members 
Mstep: Class 38 contains 12732 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10358 members 
Mstep: Class 41 contains 122960 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 57619 members 
Mstep: Class 45 contains 192025 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 49469 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 119535 members 
Mstep: Class 51 contains 779 members 
Mstep: Class 52 contains 115163 members 
Mstep: Class 53 contains 86458 members 
Mstep: Class 54 contains 9038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194749568.000000 Penalty: 123671.273438
Iteration 241Q: 54 clusters Score -1.947496e+08 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 3457 members 
Mstep: Class 3 contains 29572 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 36911 members 
Mstep: Class 6 contains 73465 members 
Mstep: Class 7 contains 29403 members 
Mstep: Class 8 contains 36255 members 
Mstep: Class 9 contains 32304 members 
Mstep: Class 10 contains 16325 members 
Mstep: Class 11 contains 6788 members 
Mstep: Class 12 contains 73454 members 
Mstep: Class 13 contains 4170 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 24140 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 122325 members 
Mstep: Class 20 contains 4377 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 36404 members 
Mstep: Class 23 contains 9859 members 
Mstep: Class 24 contains 97370 members 
Mstep: Class 25 contains 85828 members 
Mstep: Class 26 contains 29115 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2596 members 
Mstep: Class 30 contains 51914 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 87492 members 
Mstep: Class 34 contains 1335 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 30570 members 
Mstep: Class 38 contains 12732 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10359 members 
Mstep: Class 41 contains 123098 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 57969 members 
Mstep: Class 45 contains 192014 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 49529 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 119401 members 
Mstep: Class 51 contains 779 members 
Mstep: Class 52 contains 114533 members 
Mstep: Class 53 contains 86891 members 
Mstep: Class 54 contains 9219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194750112.000000 Penalty: 123671.273438
Iteration 242Q: 54 clusters Score -1.947501e+08 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 29819 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 36889 members 
Mstep: Class 6 contains 73466 members 
Mstep: Class 7 contains 29378 members 
Mstep: Class 8 contains 36251 members 
Mstep: Class 9 contains 32306 members 
Mstep: Class 10 contains 16321 members 
Mstep: Class 11 contains 6692 members 
Mstep: Class 12 contains 73177 members 
Mstep: Class 13 contains 4170 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 24261 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 122270 members 
Mstep: Class 20 contains 4368 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 36368 members 
Mstep: Class 23 contains 9860 members 
Mstep: Class 24 contains 97628 members 
Mstep: Class 25 contains 85549 members 
Mstep: Class 26 contains 29090 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2596 members 
Mstep: Class 30 contains 52900 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 86823 members 
Mstep: Class 34 contains 1336 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 30494 members 
Mstep: Class 38 contains 12730 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10362 members 
Mstep: Class 41 contains 122822 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 58537 members 
Mstep: Class 45 contains 192006 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 49333 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 119237 members 
Mstep: Class 51 contains 779 members 
Mstep: Class 52 contains 113923 members 
Mstep: Class 53 contains 87388 members 
Mstep: Class 54 contains 9389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194751056.000000 Penalty: 123671.273438
Iteration 243Q: 54 clusters Score -1.947511e+08 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 29792 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 36866 members 
Mstep: Class 6 contains 73475 members 
Mstep: Class 7 contains 29362 members 
Mstep: Class 8 contains 36241 members 
Mstep: Class 9 contains 32302 members 
Mstep: Class 10 contains 16319 members 
Mstep: Class 11 contains 6623 members 
Mstep: Class 12 contains 72969 members 
Mstep: Class 13 contains 4172 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 24375 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 122489 members 
Mstep: Class 20 contains 4348 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 36323 members 
Mstep: Class 23 contains 9863 members 
Mstep: Class 24 contains 97816 members 
Mstep: Class 25 contains 85327 members 
Mstep: Class 26 contains 29059 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2596 members 
Mstep: Class 30 contains 53845 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 86074 members 
Mstep: Class 34 contains 1337 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 30508 members 
Mstep: Class 38 contains 12728 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10366 members 
Mstep: Class 41 contains 122635 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 59287 members 
Mstep: Class 45 contains 192002 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 49362 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 119022 members 
Mstep: Class 51 contains 779 members 
Mstep: Class 52 contains 112847 members 
Mstep: Class 53 contains 87843 members 
Mstep: Class 54 contains 9584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194751072.000000 Penalty: 123671.273438
Iteration 244Q: 54 clusters Score -1.947511e+08 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 29651 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 36849 members 
Mstep: Class 6 contains 73478 members 
Mstep: Class 7 contains 29324 members 
Mstep: Class 8 contains 36230 members 
Mstep: Class 9 contains 32301 members 
Mstep: Class 10 contains 16314 members 
Mstep: Class 11 contains 6554 members 
Mstep: Class 12 contains 72759 members 
Mstep: Class 13 contains 4172 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 24517 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 123115 members 
Mstep: Class 20 contains 4310 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 36310 members 
Mstep: Class 23 contains 9863 members 
Mstep: Class 24 contains 98070 members 
Mstep: Class 25 contains 85159 members 
Mstep: Class 26 contains 29032 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2595 members 
Mstep: Class 30 contains 54124 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 85344 members 
Mstep: Class 34 contains 1338 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 30442 members 
Mstep: Class 38 contains 12726 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10369 members 
Mstep: Class 41 contains 122750 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 60111 members 
Mstep: Class 45 contains 191999 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 49330 members 
Mstep: Class 48 contains 312 members 
Mstep: Class 49 contains 118791 members 
Mstep: Class 51 contains 779 members 
Mstep: Class 52 contains 111734 members 
Mstep: Class 53 contains 88365 members 
Mstep: Class 54 contains 9762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194750592.000000 Penalty: 123671.273438
Iteration 245Q: 54 clusters Score -1.947506e+08 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 29519 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 36844 members 
Mstep: Class 6 contains 73477 members 
Mstep: Class 7 contains 29309 members 
Mstep: Class 8 contains 36226 members 
Mstep: Class 9 contains 32302 members 
Mstep: Class 10 contains 16309 members 
Mstep: Class 11 contains 6505 members 
Mstep: Class 12 contains 72592 members 
Mstep: Class 13 contains 4169 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 24438 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 123860 members 
Mstep: Class 20 contains 4272 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 36294 members 
Mstep: Class 23 contains 9861 members 
Mstep: Class 24 contains 98285 members 
Mstep: Class 25 contains 85017 members 
Mstep: Class 26 contains 29008 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2595 members 
Mstep: Class 30 contains 54335 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 84514 members 
Mstep: Class 34 contains 1340 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 30348 members 
Mstep: Class 38 contains 12725 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10369 members 
Mstep: Class 41 contains 123307 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 61059 members 
Mstep: Class 45 contains 191990 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 49336 members 
Mstep: Class 48 contains 312 members 
Mstep: Class 49 contains 118404 members 
Mstep: Class 51 contains 779 members 
Mstep: Class 52 contains 110216 members 
Mstep: Class 53 contains 89026 members 
Mstep: Class 54 contains 9950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194749904.000000 Penalty: 123671.273438
Iteration 246Q: 54 clusters Score -1.947499e+08 nChanged 7397
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 29209 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 36840 members 
Mstep: Class 6 contains 73480 members 
Mstep: Class 7 contains 29284 members 
Mstep: Class 8 contains 36216 members 
Mstep: Class 9 contains 32303 members 
Mstep: Class 10 contains 16302 members 
Mstep: Class 11 contains 6467 members 
Mstep: Class 12 contains 72423 members 
Mstep: Class 13 contains 4167 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 24456 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 124826 members 
Mstep: Class 20 contains 4234 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 36273 members 
Mstep: Class 23 contains 9861 members 
Mstep: Class 24 contains 98432 members 
Mstep: Class 25 contains 84921 members 
Mstep: Class 26 contains 28993 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2595 members 
Mstep: Class 30 contains 53662 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 83598 members 
Mstep: Class 34 contains 1343 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 30392 members 
Mstep: Class 38 contains 12724 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10369 members 
Mstep: Class 41 contains 124285 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 62188 members 
Mstep: Class 45 contains 191988 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 49406 members 
Mstep: Class 48 contains 312 members 
Mstep: Class 49 contains 117592 members 
Mstep: Class 51 contains 779 members 
Mstep: Class 52 contains 108835 members 
Mstep: Class 53 contains 89987 members 
Mstep: Class 54 contains 10156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194748944.000000 Penalty: 123671.273438
Iteration 247Q: 54 clusters Score -1.947489e+08 nChanged 8414
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 28753 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 36836 members 
Mstep: Class 6 contains 73487 members 
Mstep: Class 7 contains 29229 members 
Mstep: Class 8 contains 36216 members 
Mstep: Class 9 contains 32303 members 
Mstep: Class 10 contains 16299 members 
Mstep: Class 11 contains 6448 members 
Mstep: Class 12 contains 72329 members 
Mstep: Class 13 contains 4166 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 24933 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 125300 members 
Mstep: Class 20 contains 4170 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 36265 members 
Mstep: Class 23 contains 9852 members 
Mstep: Class 24 contains 98640 members 
Mstep: Class 25 contains 84882 members 
Mstep: Class 26 contains 28968 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2595 members 
Mstep: Class 30 contains 52816 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 82695 members 
Mstep: Class 34 contains 1346 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 30553 members 
Mstep: Class 38 contains 12722 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10371 members 
Mstep: Class 41 contains 125220 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 63428 members 
Mstep: Class 45 contains 191971 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 49304 members 
Mstep: Class 48 contains 312 members 
Mstep: Class 49 contains 116462 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 107686 members 
Mstep: Class 53 contains 91196 members 
Mstep: Class 54 contains 10379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194748496.000000 Penalty: 123671.273438
Iteration 248Q: 54 clusters Score -1.947485e+08 nChanged 8617
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 28379 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 36833 members 
Mstep: Class 6 contains 73495 members 
Mstep: Class 7 contains 29179 members 
Mstep: Class 8 contains 36214 members 
Mstep: Class 9 contains 32298 members 
Mstep: Class 10 contains 16293 members 
Mstep: Class 11 contains 6435 members 
Mstep: Class 12 contains 72195 members 
Mstep: Class 13 contains 4166 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 25109 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 126136 members 
Mstep: Class 20 contains 4100 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 36271 members 
Mstep: Class 23 contains 9846 members 
Mstep: Class 24 contains 98793 members 
Mstep: Class 25 contains 84850 members 
Mstep: Class 26 contains 28951 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2595 members 
Mstep: Class 30 contains 51423 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 81538 members 
Mstep: Class 34 contains 1345 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 30771 members 
Mstep: Class 38 contains 12722 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10370 members 
Mstep: Class 41 contains 125874 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 64865 members 
Mstep: Class 45 contains 191975 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 49255 members 
Mstep: Class 48 contains 312 members 
Mstep: Class 49 contains 115450 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 107030 members 
Mstep: Class 53 contains 92458 members 
Mstep: Class 54 contains 10616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194748112.000000 Penalty: 123671.273438
Iteration 249Q: 54 clusters Score -1.947481e+08 nChanged 9056
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 27976 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 36825 members 
Mstep: Class 6 contains 73502 members 
Mstep: Class 7 contains 29144 members 
Mstep: Class 8 contains 36216 members 
Mstep: Class 9 contains 32298 members 
Mstep: Class 10 contains 16288 members 
Mstep: Class 11 contains 6415 members 
Mstep: Class 12 contains 72058 members 
Mstep: Class 13 contains 4167 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1911 members 
Mstep: Class 16 contains 25474 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 126758 members 
Mstep: Class 20 contains 3996 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 36264 members 
Mstep: Class 23 contains 9842 members 
Mstep: Class 24 contains 98930 members 
Mstep: Class 25 contains 84805 members 
Mstep: Class 26 contains 28935 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2595 members 
Mstep: Class 30 contains 49994 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 80210 members 
Mstep: Class 34 contains 1345 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 31107 members 
Mstep: Class 38 contains 12725 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10369 members 
Mstep: Class 41 contains 126440 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 66493 members 
Mstep: Class 45 contains 191975 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 49091 members 
Mstep: Class 48 contains 312 members 
Mstep: Class 49 contains 114055 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 106780 members 
Mstep: Class 53 contains 93901 members 
Mstep: Class 54 contains 10861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194747232.000000 Penalty: 123671.273438
Iteration 250Q: 54 clusters Score -1.947472e+08 nChanged 8349
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 3458 members 
Mstep: Class 3 contains 27617 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 36804 members 
Mstep: Class 6 contains 73503 members 
Mstep: Class 7 contains 29102 members 
Mstep: Class 8 contains 36207 members 
Mstep: Class 9 contains 32299 members 
Mstep: Class 10 contains 16285 members 
Mstep: Class 11 contains 6412 members 
Mstep: Class 12 contains 71980 members 
Mstep: Class 13 contains 4166 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1911 members 
Mstep: Class 16 contains 25642 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 127271 members 
Mstep: Class 20 contains 3892 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 36295 members 
Mstep: Class 23 contains 9839 members 
Mstep: Class 24 contains 99080 members 
Mstep: Class 25 contains 84739 members 
Mstep: Class 26 contains 28925 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2595 members 
Mstep: Class 30 contains 48863 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 78796 members 
Mstep: Class 34 contains 1346 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 31517 members 
Mstep: Class 38 contains 12725 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10364 members 
Mstep: Class 41 contains 126836 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 68113 members 
Mstep: Class 45 contains 191968 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 49029 members 
Mstep: Class 48 contains 312 members 
Mstep: Class 49 contains 112417 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 106739 members 
Mstep: Class 53 contains 95380 members 
Mstep: Class 54 contains 11092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194745744.000000 Penalty: 123671.273438
Iteration 251Q: 54 clusters Score -1.947457e+08 nChanged 9896
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 3459 members 
Mstep: Class 3 contains 27119 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 36812 members 
Mstep: Class 6 contains 73500 members 
Mstep: Class 7 contains 29046 members 
Mstep: Class 8 contains 36210 members 
Mstep: Class 9 contains 32301 members 
Mstep: Class 10 contains 16283 members 
Mstep: Class 11 contains 6389 members 
Mstep: Class 12 contains 71867 members 
Mstep: Class 13 contains 4165 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1911 members 
Mstep: Class 16 contains 26183 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 127615 members 
Mstep: Class 20 contains 3771 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 36318 members 
Mstep: Class 23 contains 9836 members 
Mstep: Class 24 contains 99189 members 
Mstep: Class 25 contains 84692 members 
Mstep: Class 26 contains 28910 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2595 members 
Mstep: Class 30 contains 47707 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 77327 members 
Mstep: Class 34 contains 1346 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 32022 members 
Mstep: Class 38 contains 12724 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10365 members 
Mstep: Class 41 contains 126547 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 69818 members 
Mstep: Class 45 contains 191969 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 48968 members 
Mstep: Class 48 contains 312 members 
Mstep: Class 49 contains 110706 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 106804 members 
Mstep: Class 53 contains 97437 members 
Mstep: Class 54 contains 11306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194745504.000000 Penalty: 123671.273438
Iteration 252Q: 54 clusters Score -1.947455e+08 nChanged 11700
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 3461 members 
Mstep: Class 3 contains 26689 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 36829 members 
Mstep: Class 6 contains 73497 members 
Mstep: Class 7 contains 28982 members 
Mstep: Class 8 contains 36206 members 
Mstep: Class 9 contains 32301 members 
Mstep: Class 10 contains 16275 members 
Mstep: Class 11 contains 6394 members 
Mstep: Class 12 contains 71767 members 
Mstep: Class 13 contains 4164 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1911 members 
Mstep: Class 16 contains 26768 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 127802 members 
Mstep: Class 20 contains 3599 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 36361 members 
Mstep: Class 23 contains 9835 members 
Mstep: Class 24 contains 99295 members 
Mstep: Class 25 contains 84687 members 
Mstep: Class 26 contains 28901 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2595 members 
Mstep: Class 30 contains 46490 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 75870 members 
Mstep: Class 34 contains 1344 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 32674 members 
Mstep: Class 38 contains 12723 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10365 members 
Mstep: Class 41 contains 125685 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 71458 members 
Mstep: Class 45 contains 191961 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 48939 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 109252 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 106777 members 
Mstep: Class 53 contains 99843 members 
Mstep: Class 54 contains 11525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194745344.000000 Penalty: 123671.273438
Iteration 253Q: 54 clusters Score -1.947453e+08 nChanged 13444
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 3462 members 
Mstep: Class 3 contains 26081 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 36859 members 
Mstep: Class 6 contains 73494 members 
Mstep: Class 7 contains 28913 members 
Mstep: Class 8 contains 36210 members 
Mstep: Class 9 contains 32300 members 
Mstep: Class 10 contains 16273 members 
Mstep: Class 11 contains 6405 members 
Mstep: Class 12 contains 71651 members 
Mstep: Class 13 contains 4166 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1911 members 
Mstep: Class 16 contains 27367 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 127808 members 
Mstep: Class 20 contains 3420 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 36407 members 
Mstep: Class 23 contains 9831 members 
Mstep: Class 24 contains 99355 members 
Mstep: Class 25 contains 84685 members 
Mstep: Class 26 contains 28888 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2595 members 
Mstep: Class 30 contains 45403 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 74527 members 
Mstep: Class 34 contains 1346 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 33483 members 
Mstep: Class 38 contains 12723 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10365 members 
Mstep: Class 41 contains 124367 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 73167 members 
Mstep: Class 45 contains 191960 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 48958 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 107614 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 106664 members 
Mstep: Class 53 contains 102831 members 
Mstep: Class 54 contains 11733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194746032.000000 Penalty: 123671.273438
Iteration 254Q: 54 clusters Score -1.94746e+08 nChanged 14118
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 3462 members 
Mstep: Class 3 contains 25689 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 36873 members 
Mstep: Class 6 contains 73497 members 
Mstep: Class 7 contains 28854 members 
Mstep: Class 8 contains 36207 members 
Mstep: Class 9 contains 32294 members 
Mstep: Class 10 contains 16274 members 
Mstep: Class 11 contains 6403 members 
Mstep: Class 12 contains 71522 members 
Mstep: Class 13 contains 4165 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1911 members 
Mstep: Class 16 contains 27648 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 127570 members 
Mstep: Class 20 contains 3241 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 36448 members 
Mstep: Class 23 contains 9822 members 
Mstep: Class 24 contains 99438 members 
Mstep: Class 25 contains 84676 members 
Mstep: Class 26 contains 28876 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2595 members 
Mstep: Class 30 contains 44245 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 72971 members 
Mstep: Class 34 contains 1347 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 34296 members 
Mstep: Class 38 contains 12722 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10366 members 
Mstep: Class 41 contains 122719 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 74905 members 
Mstep: Class 45 contains 191952 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 49111 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 106287 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 106934 members 
Mstep: Class 53 contains 105912 members 
Mstep: Class 54 contains 11962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194745808.000000 Penalty: 123671.273438
Iteration 255Q: 54 clusters Score -1.947458e+08 nChanged 14439
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 3462 members 
Mstep: Class 3 contains 25268 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 36891 members 
Mstep: Class 6 contains 73497 members 
Mstep: Class 7 contains 28788 members 
Mstep: Class 8 contains 36205 members 
Mstep: Class 9 contains 32293 members 
Mstep: Class 10 contains 16273 members 
Mstep: Class 11 contains 6413 members 
Mstep: Class 12 contains 71456 members 
Mstep: Class 13 contains 4163 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1911 members 
Mstep: Class 16 contains 28099 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 127174 members 
Mstep: Class 20 contains 3063 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 36504 members 
Mstep: Class 23 contains 9819 members 
Mstep: Class 24 contains 99470 members 
Mstep: Class 25 contains 84691 members 
Mstep: Class 26 contains 28856 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2595 members 
Mstep: Class 30 contains 42948 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 71600 members 
Mstep: Class 34 contains 1349 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 35257 members 
Mstep: Class 38 contains 12720 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10369 members 
Mstep: Class 41 contains 121647 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 76557 members 
Mstep: Class 45 contains 191940 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 49014 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 105042 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 107044 members 
Mstep: Class 53 contains 108615 members 
Mstep: Class 54 contains 12183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194747168.000000 Penalty: 123671.273438
Iteration 256Q: 54 clusters Score -1.947472e+08 nChanged 13898
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 3462 members 
Mstep: Class 3 contains 24889 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 36924 members 
Mstep: Class 6 contains 73502 members 
Mstep: Class 7 contains 28724 members 
Mstep: Class 8 contains 36192 members 
Mstep: Class 9 contains 32291 members 
Mstep: Class 10 contains 16273 members 
Mstep: Class 11 contains 6426 members 
Mstep: Class 12 contains 71373 members 
Mstep: Class 13 contains 4160 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1911 members 
Mstep: Class 16 contains 28384 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 126831 members 
Mstep: Class 20 contains 2896 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 36560 members 
Mstep: Class 23 contains 9813 members 
Mstep: Class 24 contains 99413 members 
Mstep: Class 25 contains 84709 members 
Mstep: Class 26 contains 28832 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2596 members 
Mstep: Class 30 contains 41902 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 70160 members 
Mstep: Class 34 contains 1349 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 36261 members 
Mstep: Class 38 contains 12720 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10368 members 
Mstep: Class 41 contains 120999 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 78160 members 
Mstep: Class 45 contains 191936 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 48988 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 103772 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 106703 members 
Mstep: Class 53 contains 111272 members 
Mstep: Class 54 contains 12423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194747632.000000 Penalty: 123671.273438
Iteration 257Q: 54 clusters Score -1.947476e+08 nChanged 12737
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 3462 members 
Mstep: Class 3 contains 24457 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 36946 members 
Mstep: Class 6 contains 73508 members 
Mstep: Class 7 contains 28644 members 
Mstep: Class 8 contains 36185 members 
Mstep: Class 9 contains 32288 members 
Mstep: Class 10 contains 16269 members 
Mstep: Class 11 contains 6438 members 
Mstep: Class 12 contains 71263 members 
Mstep: Class 13 contains 4158 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1911 members 
Mstep: Class 16 contains 28739 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 126067 members 
Mstep: Class 20 contains 2723 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 36611 members 
Mstep: Class 23 contains 9818 members 
Mstep: Class 24 contains 99449 members 
Mstep: Class 25 contains 84692 members 
Mstep: Class 26 contains 28812 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2596 members 
Mstep: Class 30 contains 41086 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 68663 members 
Mstep: Class 34 contains 1349 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 36920 members 
Mstep: Class 38 contains 12720 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10372 members 
Mstep: Class 41 contains 120520 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 79803 members 
Mstep: Class 45 contains 191924 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 48956 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 103374 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 106550 members 
Mstep: Class 53 contains 113227 members 
Mstep: Class 54 contains 12681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194747136.000000 Penalty: 123671.273438
Iteration 258Q: 54 clusters Score -1.947471e+08 nChanged 12444
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 3462 members 
Mstep: Class 3 contains 23899 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 36965 members 
Mstep: Class 6 contains 73511 members 
Mstep: Class 7 contains 28555 members 
Mstep: Class 8 contains 36183 members 
Mstep: Class 9 contains 32283 members 
Mstep: Class 10 contains 16264 members 
Mstep: Class 11 contains 6449 members 
Mstep: Class 12 contains 71129 members 
Mstep: Class 13 contains 4159 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1911 members 
Mstep: Class 16 contains 29015 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 124837 members 
Mstep: Class 20 contains 2548 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 36653 members 
Mstep: Class 23 contains 9822 members 
Mstep: Class 24 contains 99487 members 
Mstep: Class 25 contains 84663 members 
Mstep: Class 26 contains 28794 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2596 members 
Mstep: Class 30 contains 40321 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 67286 members 
Mstep: Class 34 contains 1349 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 37330 members 
Mstep: Class 38 contains 12720 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10372 members 
Mstep: Class 41 contains 119972 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 81451 members 
Mstep: Class 45 contains 191914 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 48996 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 103737 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 107007 members 
Mstep: Class 53 contains 114585 members 
Mstep: Class 54 contains 12949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194747312.000000 Penalty: 123671.273438
Iteration 259Q: 54 clusters Score -1.947473e+08 nChanged 11995
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 3462 members 
Mstep: Class 3 contains 23575 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 36999 members 
Mstep: Class 6 contains 73517 members 
Mstep: Class 7 contains 28469 members 
Mstep: Class 8 contains 36169 members 
Mstep: Class 9 contains 32280 members 
Mstep: Class 10 contains 16258 members 
Mstep: Class 11 contains 6486 members 
Mstep: Class 12 contains 71006 members 
Mstep: Class 13 contains 4159 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1911 members 
Mstep: Class 16 contains 29183 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 123377 members 
Mstep: Class 20 contains 2378 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 36667 members 
Mstep: Class 23 contains 9830 members 
Mstep: Class 24 contains 99569 members 
Mstep: Class 25 contains 84606 members 
Mstep: Class 26 contains 28781 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2596 members 
Mstep: Class 30 contains 39889 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 65796 members 
Mstep: Class 34 contains 1347 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 37483 members 
Mstep: Class 38 contains 12720 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10373 members 
Mstep: Class 41 contains 119441 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 82988 members 
Mstep: Class 45 contains 191921 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 48930 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 104639 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 107464 members 
Mstep: Class 53 contains 115655 members 
Mstep: Class 54 contains 13249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194748368.000000 Penalty: 123671.273438
Iteration 260F: 54 clusters Score -1.947484e+08 nChanged 12351
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 3462 members 
Mstep: Class 3 contains 23191 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37033 members 
Mstep: Class 6 contains 73527 members 
Mstep: Class 7 contains 28394 members 
Mstep: Class 8 contains 36152 members 
Mstep: Class 9 contains 32281 members 
Mstep: Class 10 contains 16254 members 
Mstep: Class 11 contains 6526 members 
Mstep: Class 12 contains 70918 members 
Mstep: Class 13 contains 4159 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 29339 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 122032 members 
Mstep: Class 20 contains 2225 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 36686 members 
Mstep: Class 23 contains 9830 members 
Mstep: Class 24 contains 99676 members 
Mstep: Class 25 contains 84551 members 
Mstep: Class 26 contains 28768 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2596 members 
Mstep: Class 30 contains 39249 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 64400 members 
Mstep: Class 34 contains 1348 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 37570 members 
Mstep: Class 38 contains 12717 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10373 members 
Mstep: Class 41 contains 119182 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 84502 members 
Mstep: Class 45 contains 191927 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 48883 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 105694 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 107612 members 
Mstep: Class 53 contains 116701 members 
Mstep: Class 54 contains 13499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194747920.000000 Penalty: 123671.273438
Iteration 261Q: 54 clusters Score -1.947479e+08 nChanged 12246
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 3462 members 
Mstep: Class 3 contains 22792 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37070 members 
Mstep: Class 6 contains 73526 members 
Mstep: Class 7 contains 28340 members 
Mstep: Class 8 contains 36144 members 
Mstep: Class 9 contains 32276 members 
Mstep: Class 10 contains 16250 members 
Mstep: Class 11 contains 6554 members 
Mstep: Class 12 contains 70866 members 
Mstep: Class 13 contains 4159 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1913 members 
Mstep: Class 16 contains 29248 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 120518 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 36720 members 
Mstep: Class 23 contains 9836 members 
Mstep: Class 24 contains 99728 members 
Mstep: Class 25 contains 84547 members 
Mstep: Class 26 contains 28752 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2596 members 
Mstep: Class 30 contains 38798 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 63192 members 
Mstep: Class 34 contains 1349 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 37670 members 
Mstep: Class 38 contains 12717 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10375 members 
Mstep: Class 41 contains 118802 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 85841 members 
Mstep: Class 45 contains 191929 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 48895 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 106518 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 108166 members 
Mstep: Class 53 contains 117860 members 
Mstep: Class 54 contains 13672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194748224.000000 Penalty: 123671.273438
Iteration 262Q: 54 clusters Score -1.947482e+08 nChanged 11915
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 3463 members 
Mstep: Class 3 contains 22437 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37082 members 
Mstep: Class 6 contains 73526 members 
Mstep: Class 7 contains 28278 members 
Mstep: Class 8 contains 36128 members 
Mstep: Class 9 contains 32271 members 
Mstep: Class 10 contains 16246 members 
Mstep: Class 11 contains 6556 members 
Mstep: Class 12 contains 70843 members 
Mstep: Class 13 contains 4159 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1913 members 
Mstep: Class 16 contains 29231 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 118797 members 
Mstep: Class 20 contains 1966 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 36758 members 
Mstep: Class 23 contains 9837 members 
Mstep: Class 24 contains 99814 members 
Mstep: Class 25 contains 84565 members 
Mstep: Class 26 contains 28737 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2597 members 
Mstep: Class 30 contains 38652 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 62240 members 
Mstep: Class 34 contains 1348 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 37667 members 
Mstep: Class 38 contains 12717 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10372 members 
Mstep: Class 41 contains 118403 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 87014 members 
Mstep: Class 45 contains 191930 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 48838 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 107450 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 108565 members 
Mstep: Class 53 contains 118981 members 
Mstep: Class 54 contains 13764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 2328.628906 but Gain 2333.421875
Score: -194749360.000000 Penalty: 121337.851562
Iteration 263Q: 53 clusters Score -1.947494e+08 nChanged 13605
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 3463 members 
Mstep: Class 3 contains 22102 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37080 members 
Mstep: Class 6 contains 73529 members 
Mstep: Class 7 contains 28204 members 
Mstep: Class 8 contains 36118 members 
Mstep: Class 9 contains 32266 members 
Mstep: Class 10 contains 16245 members 
Mstep: Class 11 contains 6641 members 
Mstep: Class 12 contains 70871 members 
Mstep: Class 13 contains 4160 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1913 members 
Mstep: Class 16 contains 28981 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 116949 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 36866 members 
Mstep: Class 23 contains 9841 members 
Mstep: Class 24 contains 99890 members 
Mstep: Class 25 contains 84713 members 
Mstep: Class 26 contains 28722 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2597 members 
Mstep: Class 30 contains 39012 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 61415 members 
Mstep: Class 34 contains 1351 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 37696 members 
Mstep: Class 38 contains 12718 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10369 members 
Mstep: Class 41 contains 117830 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 88090 members 
Mstep: Class 45 contains 191928 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 48818 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 110015 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 108962 members 
Mstep: Class 53 contains 119959 members 
Mstep: Class 54 contains 13826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194752224.000000 Penalty: 121337.851562
Iteration 264Q: 53 clusters Score -1.947522e+08 nChanged 10578
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 3463 members 
Mstep: Class 3 contains 21914 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37071 members 
Mstep: Class 6 contains 73532 members 
Mstep: Class 7 contains 28150 members 
Mstep: Class 8 contains 36100 members 
Mstep: Class 9 contains 32259 members 
Mstep: Class 10 contains 16242 members 
Mstep: Class 11 contains 6639 members 
Mstep: Class 12 contains 70798 members 
Mstep: Class 13 contains 4158 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 28401 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 115286 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 36897 members 
Mstep: Class 23 contains 9843 members 
Mstep: Class 24 contains 99881 members 
Mstep: Class 25 contains 84640 members 
Mstep: Class 26 contains 28719 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2597 members 
Mstep: Class 30 contains 39375 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 60594 members 
Mstep: Class 34 contains 1351 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 37723 members 
Mstep: Class 38 contains 12718 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10365 members 
Mstep: Class 41 contains 117520 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 89088 members 
Mstep: Class 45 contains 191929 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 48842 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 111586 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 109500 members 
Mstep: Class 53 contains 120215 members 
Mstep: Class 54 contains 13835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194752592.000000 Penalty: 121337.851562
Iteration 265Q: 53 clusters Score -1.947526e+08 nChanged 9873
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 3463 members 
Mstep: Class 3 contains 21494 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37054 members 
Mstep: Class 6 contains 73533 members 
Mstep: Class 7 contains 28103 members 
Mstep: Class 8 contains 36097 members 
Mstep: Class 9 contains 32253 members 
Mstep: Class 10 contains 16238 members 
Mstep: Class 11 contains 6629 members 
Mstep: Class 12 contains 70759 members 
Mstep: Class 13 contains 4158 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 27684 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 113856 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 36922 members 
Mstep: Class 23 contains 9839 members 
Mstep: Class 24 contains 99864 members 
Mstep: Class 25 contains 84558 members 
Mstep: Class 26 contains 28710 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2597 members 
Mstep: Class 30 contains 39945 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 60011 members 
Mstep: Class 34 contains 1351 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 37752 members 
Mstep: Class 38 contains 12718 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10365 members 
Mstep: Class 41 contains 117679 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 89999 members 
Mstep: Class 45 contains 191930 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 48953 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 113091 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 109944 members 
Mstep: Class 53 contains 119883 members 
Mstep: Class 54 contains 13800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194752368.000000 Penalty: 121337.851562
Iteration 266Q: 53 clusters Score -1.947524e+08 nChanged 8884
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 3464 members 
Mstep: Class 3 contains 21265 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37052 members 
Mstep: Class 6 contains 73540 members 
Mstep: Class 7 contains 28034 members 
Mstep: Class 8 contains 36095 members 
Mstep: Class 9 contains 32242 members 
Mstep: Class 10 contains 16236 members 
Mstep: Class 11 contains 6617 members 
Mstep: Class 12 contains 70694 members 
Mstep: Class 13 contains 4160 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 27240 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 112431 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 36941 members 
Mstep: Class 23 contains 9831 members 
Mstep: Class 24 contains 99918 members 
Mstep: Class 25 contains 84494 members 
Mstep: Class 26 contains 28699 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2597 members 
Mstep: Class 30 contains 40458 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 59461 members 
Mstep: Class 34 contains 1351 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 37727 members 
Mstep: Class 38 contains 12718 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10368 members 
Mstep: Class 41 contains 118385 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 90813 members 
Mstep: Class 45 contains 191931 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 48825 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 114269 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 110569 members 
Mstep: Class 53 contains 119071 members 
Mstep: Class 54 contains 13742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194753248.000000 Penalty: 121337.851562
Iteration 267Q: 53 clusters Score -1.947532e+08 nChanged 7965
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 3464 members 
Mstep: Class 3 contains 21075 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37057 members 
Mstep: Class 6 contains 73548 members 
Mstep: Class 7 contains 27970 members 
Mstep: Class 8 contains 36099 members 
Mstep: Class 9 contains 32233 members 
Mstep: Class 10 contains 16234 members 
Mstep: Class 11 contains 6616 members 
Mstep: Class 12 contains 70619 members 
Mstep: Class 13 contains 4160 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 26788 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 110926 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 36979 members 
Mstep: Class 23 contains 9820 members 
Mstep: Class 24 contains 99930 members 
Mstep: Class 25 contains 84441 members 
Mstep: Class 26 contains 28681 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2597 members 
Mstep: Class 30 contains 40935 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 58885 members 
Mstep: Class 34 contains 1351 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 37860 members 
Mstep: Class 38 contains 12717 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10371 members 
Mstep: Class 41 contains 119037 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 91525 members 
Mstep: Class 45 contains 191938 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 48957 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 115204 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 111589 members 
Mstep: Class 53 contains 117954 members 
Mstep: Class 54 contains 13674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194753536.000000 Penalty: 121337.851562
Iteration 268Q: 53 clusters Score -1.947535e+08 nChanged 7988
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 3464 members 
Mstep: Class 3 contains 20934 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37057 members 
Mstep: Class 6 contains 73553 members 
Mstep: Class 7 contains 27932 members 
Mstep: Class 8 contains 36097 members 
Mstep: Class 9 contains 32233 members 
Mstep: Class 10 contains 16234 members 
Mstep: Class 11 contains 6611 members 
Mstep: Class 12 contains 70562 members 
Mstep: Class 13 contains 4162 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 26119 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 109372 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 36994 members 
Mstep: Class 23 contains 9816 members 
Mstep: Class 24 contains 99924 members 
Mstep: Class 25 contains 84405 members 
Mstep: Class 26 contains 28664 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2597 members 
Mstep: Class 30 contains 42124 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 58455 members 
Mstep: Class 34 contains 1351 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 38067 members 
Mstep: Class 38 contains 12712 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10375 members 
Mstep: Class 41 contains 119147 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 92117 members 
Mstep: Class 45 contains 191938 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 48922 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 115811 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 112960 members 
Mstep: Class 53 contains 116946 members 
Mstep: Class 54 contains 13583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194754272.000000 Penalty: 121337.851562
Iteration 269Q: 53 clusters Score -1.947543e+08 nChanged 7328
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 3464 members 
Mstep: Class 3 contains 20751 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37059 members 
Mstep: Class 6 contains 73554 members 
Mstep: Class 7 contains 27885 members 
Mstep: Class 8 contains 36098 members 
Mstep: Class 9 contains 32228 members 
Mstep: Class 10 contains 16232 members 
Mstep: Class 11 contains 6600 members 
Mstep: Class 12 contains 70503 members 
Mstep: Class 13 contains 4161 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 25018 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 108538 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 37024 members 
Mstep: Class 23 contains 9814 members 
Mstep: Class 24 contains 99955 members 
Mstep: Class 25 contains 84363 members 
Mstep: Class 26 contains 28641 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2596 members 
Mstep: Class 30 contains 43450 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 58055 members 
Mstep: Class 34 contains 1348 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 38208 members 
Mstep: Class 38 contains 12707 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10378 members 
Mstep: Class 41 contains 118966 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 92671 members 
Mstep: Class 45 contains 191939 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 49068 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 116103 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 114165 members 
Mstep: Class 53 contains 116201 members 
Mstep: Class 54 contains 13507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194753680.000000 Penalty: 121337.851562
Iteration 270Q: 53 clusters Score -1.947537e+08 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 3464 members 
Mstep: Class 3 contains 20526 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37070 members 
Mstep: Class 6 contains 73554 members 
Mstep: Class 7 contains 27815 members 
Mstep: Class 8 contains 36097 members 
Mstep: Class 9 contains 32223 members 
Mstep: Class 10 contains 16231 members 
Mstep: Class 11 contains 6588 members 
Mstep: Class 12 contains 70429 members 
Mstep: Class 13 contains 4161 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1916 members 
Mstep: Class 16 contains 24020 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 107801 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 37053 members 
Mstep: Class 23 contains 9814 members 
Mstep: Class 24 contains 100031 members 
Mstep: Class 25 contains 84325 members 
Mstep: Class 26 contains 28622 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2596 members 
Mstep: Class 30 contains 45182 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 57684 members 
Mstep: Class 34 contains 1346 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 38343 members 
Mstep: Class 38 contains 12704 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10381 members 
Mstep: Class 41 contains 118805 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 93183 members 
Mstep: Class 45 contains 191945 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 49230 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 116424 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 114706 members 
Mstep: Class 53 contains 115463 members 
Mstep: Class 54 contains 13429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194754448.000000 Penalty: 121337.851562
Iteration 271Q: 53 clusters Score -1.947544e+08 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 3464 members 
Mstep: Class 3 contains 20482 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37077 members 
Mstep: Class 6 contains 73554 members 
Mstep: Class 7 contains 27761 members 
Mstep: Class 8 contains 36098 members 
Mstep: Class 9 contains 32225 members 
Mstep: Class 10 contains 16229 members 
Mstep: Class 11 contains 6583 members 
Mstep: Class 12 contains 70344 members 
Mstep: Class 13 contains 4160 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 22880 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 107383 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 37067 members 
Mstep: Class 23 contains 9812 members 
Mstep: Class 24 contains 100086 members 
Mstep: Class 25 contains 84294 members 
Mstep: Class 26 contains 28602 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2596 members 
Mstep: Class 30 contains 46722 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 57223 members 
Mstep: Class 34 contains 1347 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 38509 members 
Mstep: Class 38 contains 12703 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10387 members 
Mstep: Class 41 contains 118825 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 93750 members 
Mstep: Class 45 contains 191951 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 49375 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 116661 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 114937 members 
Mstep: Class 53 contains 114793 members 
Mstep: Class 54 contains 13359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194754608.000000 Penalty: 121337.851562
Iteration 272Q: 53 clusters Score -1.947546e+08 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 3464 members 
Mstep: Class 3 contains 20335 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37091 members 
Mstep: Class 6 contains 73555 members 
Mstep: Class 7 contains 27711 members 
Mstep: Class 8 contains 36100 members 
Mstep: Class 9 contains 32220 members 
Mstep: Class 10 contains 16228 members 
Mstep: Class 11 contains 6588 members 
Mstep: Class 12 contains 70285 members 
Mstep: Class 13 contains 4158 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1916 members 
Mstep: Class 16 contains 21895 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 107369 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 37068 members 
Mstep: Class 23 contains 9807 members 
Mstep: Class 24 contains 100063 members 
Mstep: Class 25 contains 84282 members 
Mstep: Class 26 contains 28575 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2597 members 
Mstep: Class 30 contains 48478 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 56811 members 
Mstep: Class 34 contains 1347 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 38845 members 
Mstep: Class 38 contains 12706 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10394 members 
Mstep: Class 41 contains 118744 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 94328 members 
Mstep: Class 45 contains 191957 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 49369 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 116904 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 114586 members 
Mstep: Class 53 contains 114081 members 
Mstep: Class 54 contains 13289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194755264.000000 Penalty: 121337.851562
Iteration 273Q: 53 clusters Score -1.947553e+08 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 3464 members 
Mstep: Class 3 contains 20228 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37112 members 
Mstep: Class 6 contains 73558 members 
Mstep: Class 7 contains 27642 members 
Mstep: Class 8 contains 36091 members 
Mstep: Class 9 contains 32219 members 
Mstep: Class 10 contains 16223 members 
Mstep: Class 11 contains 6594 members 
Mstep: Class 12 contains 70252 members 
Mstep: Class 13 contains 4158 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 20769 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 107687 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 37068 members 
Mstep: Class 23 contains 9806 members 
Mstep: Class 24 contains 100084 members 
Mstep: Class 25 contains 84284 members 
Mstep: Class 26 contains 28549 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2596 members 
Mstep: Class 30 contains 50118 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 56472 members 
Mstep: Class 34 contains 1346 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 39186 members 
Mstep: Class 38 contains 12706 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10399 members 
Mstep: Class 41 contains 118837 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 94843 members 
Mstep: Class 45 contains 191967 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 49309 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 116991 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 113946 members 
Mstep: Class 53 contains 113534 members 
Mstep: Class 54 contains 13202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194755568.000000 Penalty: 121337.851562
Iteration 274Q: 53 clusters Score -1.947556e+08 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 3464 members 
Mstep: Class 3 contains 20143 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37110 members 
Mstep: Class 6 contains 73558 members 
Mstep: Class 7 contains 27576 members 
Mstep: Class 8 contains 36085 members 
Mstep: Class 9 contains 32214 members 
Mstep: Class 10 contains 16218 members 
Mstep: Class 11 contains 6591 members 
Mstep: Class 12 contains 70198 members 
Mstep: Class 13 contains 4158 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1916 members 
Mstep: Class 16 contains 19984 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 107919 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 37085 members 
Mstep: Class 23 contains 9808 members 
Mstep: Class 24 contains 100110 members 
Mstep: Class 25 contains 84264 members 
Mstep: Class 26 contains 28517 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2595 members 
Mstep: Class 30 contains 51748 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 56191 members 
Mstep: Class 34 contains 1346 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 39557 members 
Mstep: Class 38 contains 12705 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10402 members 
Mstep: Class 41 contains 118794 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 95305 members 
Mstep: Class 45 contains 191968 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 49093 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 116963 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 113395 members 
Mstep: Class 53 contains 113073 members 
Mstep: Class 54 contains 13117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194755728.000000 Penalty: 121337.851562
Iteration 275Q: 53 clusters Score -1.947557e+08 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 3464 members 
Mstep: Class 3 contains 20052 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37123 members 
Mstep: Class 6 contains 73552 members 
Mstep: Class 7 contains 27507 members 
Mstep: Class 8 contains 36088 members 
Mstep: Class 9 contains 32213 members 
Mstep: Class 10 contains 16217 members 
Mstep: Class 11 contains 6584 members 
Mstep: Class 12 contains 70134 members 
Mstep: Class 13 contains 4158 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1916 members 
Mstep: Class 16 contains 19213 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 108157 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 37103 members 
Mstep: Class 23 contains 9814 members 
Mstep: Class 24 contains 100118 members 
Mstep: Class 25 contains 84227 members 
Mstep: Class 26 contains 28483 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2596 members 
Mstep: Class 30 contains 53188 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 55927 members 
Mstep: Class 34 contains 1346 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 40023 members 
Mstep: Class 38 contains 12704 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10402 members 
Mstep: Class 41 contains 118958 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 95716 members 
Mstep: Class 45 contains 191967 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 48981 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 116656 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 112741 members 
Mstep: Class 53 contains 112798 members 
Mstep: Class 54 contains 13044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194755760.000000 Penalty: 121337.851562
Iteration 276Q: 53 clusters Score -1.947558e+08 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 3464 members 
Mstep: Class 3 contains 20027 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37129 members 
Mstep: Class 6 contains 73550 members 
Mstep: Class 7 contains 27448 members 
Mstep: Class 8 contains 36092 members 
Mstep: Class 9 contains 32213 members 
Mstep: Class 10 contains 16219 members 
Mstep: Class 11 contains 6581 members 
Mstep: Class 12 contains 70060 members 
Mstep: Class 13 contains 4157 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1916 members 
Mstep: Class 16 contains 18483 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 108598 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 37126 members 
Mstep: Class 23 contains 9816 members 
Mstep: Class 24 contains 100196 members 
Mstep: Class 25 contains 84182 members 
Mstep: Class 26 contains 28451 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2595 members 
Mstep: Class 30 contains 54345 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 55740 members 
Mstep: Class 34 contains 1346 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 40438 members 
Mstep: Class 38 contains 12702 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10411 members 
Mstep: Class 41 contains 119127 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 96020 members 
Mstep: Class 45 contains 191965 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 48893 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 116293 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 112050 members 
Mstep: Class 53 contains 112588 members 
Mstep: Class 54 contains 12952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194755488.000000 Penalty: 121337.851562
Iteration 277Q: 53 clusters Score -1.947555e+08 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 3464 members 
Mstep: Class 3 contains 19978 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37139 members 
Mstep: Class 6 contains 73552 members 
Mstep: Class 7 contains 27384 members 
Mstep: Class 8 contains 36095 members 
Mstep: Class 9 contains 32217 members 
Mstep: Class 10 contains 16219 members 
Mstep: Class 11 contains 6584 members 
Mstep: Class 12 contains 70005 members 
Mstep: Class 13 contains 4158 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1916 members 
Mstep: Class 16 contains 17748 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 109262 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 37132 members 
Mstep: Class 23 contains 9814 members 
Mstep: Class 24 contains 100216 members 
Mstep: Class 25 contains 84158 members 
Mstep: Class 26 contains 28412 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2591 members 
Mstep: Class 30 contains 55134 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 55611 members 
Mstep: Class 34 contains 1346 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 40937 members 
Mstep: Class 38 contains 12705 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10424 members 
Mstep: Class 41 contains 119415 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 96286 members 
Mstep: Class 45 contains 191967 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 48843 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 115807 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 111311 members 
Mstep: Class 53 contains 112483 members 
Mstep: Class 54 contains 12861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194754736.000000 Penalty: 121337.851562
Iteration 278Q: 53 clusters Score -1.947547e+08 nChanged 4030
Entering ConstructFrom: 
Score: -194754736.000000 Penalty: 121337.851562
Entering ConstructFrom: 
Trying to split cluster 1 (11074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Entering Unmasked Estep 
Score: -1263839.375000 Penalty: 1513.257690
	Iteration 0F: 2 clusters Score -1263839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1255925.000000 Penalty: 3026.515381
	Iteration 0F: 3 clusters Score -1255925 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1258972.250000 Penalty: 3026.515381
	Iteration 1F: 3 clusters Score -1258972 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1259733.625000 Penalty: 3026.515381
	Iteration 2F: 3 clusters Score -1259734 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1260488.875000 Penalty: 3026.515381
	Iteration 3F: 3 clusters Score -1260489 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1261154.000000 Penalty: 3026.515381
	Iteration 4F: 3 clusters Score -1261154 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1261719.875000 Penalty: 3026.515381
	Iteration 5F: 3 clusters Score -1261720 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1262180.250000 Penalty: 3026.515381
	Iteration 6Q: 3 clusters Score -1262180 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1262470.375000 Penalty: 3026.515381
	Iteration 7Q: 3 clusters Score -1262470 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1262644.875000 Penalty: 3026.515381
	Iteration 8Q: 3 clusters Score -1262645 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1262755.125000 Penalty: 3026.515381
	Iteration 9Q: 3 clusters Score -1262755 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1262847.750000 Penalty: 3026.515381
	Iteration 10Q: 3 clusters Score -1262848 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1262908.000000 Penalty: 3026.515381
	Iteration 11Q: 3 clusters Score -1262908 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1262959.375000 Penalty: 3026.515381
	Iteration 12Q: 3 clusters Score -1262959 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1262995.000000 Penalty: 3026.515381
	Iteration 13Q: 3 clusters Score -1262995 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1263032.125000 Penalty: 3026.515381
	Iteration 14Q: 3 clusters Score -1263032 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1263057.625000 Penalty: 3026.515381
	Iteration 15Q: 3 clusters Score -1263058 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1263063.750000 Penalty: 3026.515381
	Iteration 16Q: 3 clusters Score -1263064 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1263078.625000 Penalty: 3026.515381
	Iteration 17Q: 3 clusters Score -1263079 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1263086.875000 Penalty: 3026.515381
	Iteration 18Q: 3 clusters Score -1263087 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1263093.875000 Penalty: 3026.515381
	Iteration 19Q: 3 clusters Score -1263094 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1263102.000000 Penalty: 3026.515381
	Iteration 20F: 3 clusters Score -1263102 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1263105.500000 Penalty: 3026.515381
	Iteration 21Q: 3 clusters Score -1263106 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1263109.125000 Penalty: 3026.515381
	Iteration 22Q: 3 clusters Score -1263109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1263108.125000 Penalty: 3026.515381
	Iteration 23Q: 3 clusters Score -1263108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1263110.250000 Penalty: 3026.515381
	Iteration 24Q: 3 clusters Score -1263110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1263112.875000 Penalty: 3026.515381
	Iteration 25Q: 3 clusters Score -1263113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1263115.125000 Penalty: 3026.515381
	Iteration 26Q: 3 clusters Score -1263115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1263115.375000 Penalty: 3026.515381
	Iteration 27Q: 3 clusters Score -1263115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1263116.625000 Penalty: 3026.515381
	Iteration 28Q: 3 clusters Score -1263117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1263116.375000 Penalty: 3026.515381
	Iteration 29Q: 3 clusters Score -1263116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1263114.750000 Penalty: 3026.515381
	Iteration 30Q: 3 clusters Score -1263115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1263115.875000 Penalty: 3026.515381
	Iteration 31Q: 3 clusters Score -1263116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1263116.625000 Penalty: 3026.515381
	Iteration 32Q: 3 clusters Score -1263117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1263116.625000 Penalty: 3026.515381
	Iteration 33F: 3 clusters Score -1263117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Entering Unmasked Estep 
Score: -402948.031250 Penalty: 1324.404053
	Iteration 0F: 2 clusters Score -402948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -399974.843750 Penalty: 2648.808105
	Iteration 0F: 3 clusters Score -399974.8 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -400708.375000 Penalty: 2648.808105
	Iteration 1F: 3 clusters Score -400708.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -400849.125000 Penalty: 2648.808105
	Iteration 2F: 3 clusters Score -400849.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -400930.968750 Penalty: 2648.808105
	Iteration 3Q: 3 clusters Score -400931 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -400989.156250 Penalty: 2648.808105
	Iteration 4Q: 3 clusters Score -400989.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -401040.812500 Penalty: 2648.808105
	Iteration 5Q: 3 clusters Score -401040.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -401094.187500 Penalty: 2648.808105
	Iteration 6Q: 3 clusters Score -401094.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -401136.375000 Penalty: 2648.808105
	Iteration 7Q: 3 clusters Score -401136.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -401180.937500 Penalty: 2648.808105
	Iteration 8Q: 3 clusters Score -401180.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -401218.687500 Penalty: 2648.808105
	Iteration 9Q: 3 clusters Score -401218.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -401261.125000 Penalty: 2648.808105
	Iteration 10Q: 3 clusters Score -401261.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -401311.875000 Penalty: 2648.808105
	Iteration 11Q: 3 clusters Score -401311.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -401371.625000 Penalty: 2648.808105
	Iteration 12Q: 3 clusters Score -401371.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -401431.968750 Penalty: 2648.808105
	Iteration 13Q: 3 clusters Score -401432 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -401487.062500 Penalty: 2648.808105
	Iteration 14Q: 3 clusters Score -401487.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -401532.250000 Penalty: 2648.808105
	Iteration 15Q: 3 clusters Score -401532.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -401573.968750 Penalty: 2648.808105
	Iteration 16Q: 3 clusters Score -401574 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -401613.812500 Penalty: 2648.808105
	Iteration 17Q: 3 clusters Score -401613.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -401637.875000 Penalty: 2648.808105
	Iteration 18Q: 3 clusters Score -401637.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -401668.718750 Penalty: 2648.808105
	Iteration 19Q: 3 clusters Score -401668.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -401691.093750 Penalty: 2648.808105
	Iteration 20F: 3 clusters Score -401691.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -401709.781250 Penalty: 2648.808105
	Iteration 21Q: 3 clusters Score -401709.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -401719.156250 Penalty: 2648.808105
	Iteration 22Q: 3 clusters Score -401719.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -401724.781250 Penalty: 2648.808105
	Iteration 23Q: 3 clusters Score -401724.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -401726.906250 Penalty: 2648.808105
	Iteration 24Q: 3 clusters Score -401726.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -401732.656250 Penalty: 2648.808105
	Iteration 25Q: 3 clusters Score -401732.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -401742.750000 Penalty: 2648.808105
	Iteration 26Q: 3 clusters Score -401742.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -401752.125000 Penalty: 2648.808105
	Iteration 27Q: 3 clusters Score -401752.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -401756.593750 Penalty: 2648.808105
	Iteration 28Q: 3 clusters Score -401756.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -401763.781250 Penalty: 2648.808105
	Iteration 29Q: 3 clusters Score -401763.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -401766.062500 Penalty: 2648.808105
	Iteration 30Q: 3 clusters Score -401766.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -401768.937500 Penalty: 2648.808105
	Iteration 31Q: 3 clusters Score -401768.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -401769.781250 Penalty: 2648.808105
	Iteration 32Q: 3 clusters Score -401769.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -401769.781250 Penalty: 2648.808105
	Iteration 33F: 3 clusters Score -401769.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Entering Unmasked Estep 
Score: -2404734.750000 Penalty: 1609.576538
	Iteration 0F: 2 clusters Score -2404735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -2391190.500000 Penalty: 3219.153076
	Iteration 0F: 3 clusters Score -2391190 nChanged 8923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -2396012.000000 Penalty: 3219.153076
	Iteration 1F: 3 clusters Score -2396012 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -2396291.250000 Penalty: 3219.153076
	Iteration 2Q: 3 clusters Score -2396291 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -2396541.000000 Penalty: 3219.153076
	Iteration 3Q: 3 clusters Score -2396541 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -2396762.250000 Penalty: 3219.153076
	Iteration 4Q: 3 clusters Score -2396762 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -2397038.250000 Penalty: 3219.153076
	Iteration 5Q: 3 clusters Score -2397038 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -2397442.000000 Penalty: 3219.153076
	Iteration 6Q: 3 clusters Score -2397442 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -2398081.250000 Penalty: 3219.153076
	Iteration 7F: 3 clusters Score -2398081 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -2399012.750000 Penalty: 3219.153076
	Iteration 8F: 3 clusters Score -2399013 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -2400238.250000 Penalty: 3219.153076
	Iteration 9F: 3 clusters Score -2400238 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2401446.750000 Penalty: 3219.153076
	Iteration 10F: 3 clusters Score -2401447 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2402309.750000 Penalty: 3219.153076
	Iteration 11Q: 3 clusters Score -2402310 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2402737.750000 Penalty: 3219.153076
	Iteration 12Q: 3 clusters Score -2402738 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2402966.500000 Penalty: 3219.153076
	Iteration 13Q: 3 clusters Score -2402966 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2403083.250000 Penalty: 3219.153076
	Iteration 14Q: 3 clusters Score -2403083 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2403156.000000 Penalty: 3219.153076
	Iteration 15Q: 3 clusters Score -2403156 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2403195.500000 Penalty: 3219.153076
	Iteration 16Q: 3 clusters Score -2403196 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2403232.000000 Penalty: 3219.153076
	Iteration 17Q: 3 clusters Score -2403232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2403257.000000 Penalty: 3219.153076
	Iteration 18Q: 3 clusters Score -2403257 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2403273.000000 Penalty: 3219.153076
	Iteration 19Q: 3 clusters Score -2403273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2403282.500000 Penalty: 3219.153076
	Iteration 20F: 3 clusters Score -2403282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2403282.000000 Penalty: 3219.153076
	Iteration 21Q: 3 clusters Score -2403282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2403289.500000 Penalty: 3219.153076
	Iteration 22Q: 3 clusters Score -2403290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2403291.750000 Penalty: 3219.153076
	Iteration 23Q: 3 clusters Score -2403292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2403294.750000 Penalty: 3219.153076
	Iteration 24Q: 3 clusters Score -2403295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2403300.000000 Penalty: 3219.153076
	Iteration 25Q: 3 clusters Score -2403300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -2403309.000000 Penalty: 3219.153076
	Iteration 26Q: 3 clusters Score -2403309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -2403314.250000 Penalty: 3219.153076
	Iteration 27Q: 3 clusters Score -2403314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -2403315.000000 Penalty: 3219.153076
	Iteration 28Q: 3 clusters Score -2403315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -2403319.750000 Penalty: 3219.153076
	Iteration 29Q: 3 clusters Score -2403320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -2403319.750000 Penalty: 3219.153076
	Iteration 30F: 3 clusters Score -2403320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Entering Unmasked Estep 
Score: -58240.816406 Penalty: 1048.969849
	Iteration 0F: 2 clusters Score -58240.82 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 316 members 
Entering Unmasked Estep 
Score: -57129.101562 Penalty: 2097.939697
	Iteration 0F: 3 clusters Score -57129.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -57482.750000 Penalty: 2097.939697
	Iteration 1F: 3 clusters Score -57482.75 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -57602.074219 Penalty: 2097.939697
	Iteration 2F: 3 clusters Score -57602.07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -57703.566406 Penalty: 2097.939697
	Iteration 3F: 3 clusters Score -57703.57 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -57746.390625 Penalty: 2097.939697
	Iteration 4Q: 3 clusters Score -57746.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -57772.835938 Penalty: 2097.939697
	Iteration 5Q: 3 clusters Score -57772.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -57793.621094 Penalty: 2097.939697
	Iteration 6Q: 3 clusters Score -57793.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -57810.687500 Penalty: 2097.939697
	Iteration 7Q: 3 clusters Score -57810.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -57831.457031 Penalty: 2097.939697
	Iteration 8Q: 3 clusters Score -57831.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -57852.769531 Penalty: 2097.939697
	Iteration 9Q: 3 clusters Score -57852.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -57873.789062 Penalty: 2097.939697
	Iteration 10Q: 3 clusters Score -57873.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -57916.945312 Penalty: 2097.939697
	Iteration 11Q: 3 clusters Score -57916.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -57950.730469 Penalty: 2097.939697
	Iteration 12Q: 3 clusters Score -57950.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -57962.519531 Penalty: 2097.939697
	Iteration 13Q: 3 clusters Score -57962.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -57966.484375 Penalty: 2097.939697
	Iteration 14Q: 3 clusters Score -57966.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -57975.785156 Penalty: 2097.939697
	Iteration 15Q: 3 clusters Score -57975.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -57994.132812 Penalty: 2097.939697
	Iteration 16Q: 3 clusters Score -57994.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -58009.496094 Penalty: 2097.939697
	Iteration 17Q: 3 clusters Score -58009.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -58019.464844 Penalty: 2097.939697
	Iteration 18Q: 3 clusters Score -58019.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -58020.082031 Penalty: 2097.939697
	Iteration 19Q: 3 clusters Score -58020.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -58023.382812 Penalty: 2097.939697
	Iteration 20F: 3 clusters Score -58023.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -58040.031250 Penalty: 2097.939697
	Iteration 21Q: 3 clusters Score -58040.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -58051.253906 Penalty: 2097.939697
	Iteration 22Q: 3 clusters Score -58051.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -58054.203125 Penalty: 2097.939697
	Iteration 23Q: 3 clusters Score -58054.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -58058.718750 Penalty: 2097.939697
	Iteration 24Q: 3 clusters Score -58058.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -58062.687500 Penalty: 2097.939697
	Iteration 25Q: 3 clusters Score -58062.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -58063.601562 Penalty: 2097.939697
	Iteration 26Q: 3 clusters Score -58063.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -58067.628906 Penalty: 2097.939697
	Iteration 27Q: 3 clusters Score -58067.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -58069.906250 Penalty: 2097.939697
	Iteration 28Q: 3 clusters Score -58069.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -58069.906250 Penalty: 2097.939697
	Iteration 29F: 3 clusters Score -58069.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (37141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37141 members 
Entering Unmasked Estep 
Score: -4089225.250000 Penalty: 1709.902588
	Iteration 0F: 2 clusters Score -4089225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -4064422.750000 Penalty: 3419.805176
	Iteration 0F: 3 clusters Score -4064423 nChanged 17190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -4073813.750000 Penalty: 3419.805176
	Iteration 1F: 3 clusters Score -4073814 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -4074298.500000 Penalty: 3419.805176
	Iteration 2Q: 3 clusters Score -4074298 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -4074889.500000 Penalty: 3419.805176
	Iteration 3Q: 3 clusters Score -4074890 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -4075790.250000 Penalty: 3419.805176
	Iteration 4Q: 3 clusters Score -4075790 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -4077290.500000 Penalty: 3419.805176
	Iteration 5F: 3 clusters Score -4077290 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -4079674.750000 Penalty: 3419.805176
	Iteration 6F: 3 clusters Score -4079675 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -4082561.000000 Penalty: 3419.805176
	Iteration 7F: 3 clusters Score -4082561 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 34173 members 
Entering Unmasked Estep 
Score: -4085022.500000 Penalty: 3419.805176
	Iteration 8F: 3 clusters Score -4085022 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -4086554.250000 Penalty: 3419.805176
	Iteration 9Q: 3 clusters Score -4086554 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 36457 members 
Entering Unmasked Estep 
Score: -4087181.000000 Penalty: 3419.805176
	Iteration 10Q: 3 clusters Score -4087181 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 36729 members 
Entering Unmasked Estep 
Score: -4087455.500000 Penalty: 3419.805176
	Iteration 11Q: 3 clusters Score -4087456 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 36839 members 
Entering Unmasked Estep 
Score: -4087578.000000 Penalty: 3419.805176
	Iteration 12Q: 3 clusters Score -4087578 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 36881 members 
Entering Unmasked Estep 
Score: -4087645.000000 Penalty: 3419.805176
	Iteration 13Q: 3 clusters Score -4087645 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 36899 members 
Entering Unmasked Estep 
Score: -4087684.250000 Penalty: 3419.805176
	Iteration 14Q: 3 clusters Score -4087684 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
Score: -4087719.250000 Penalty: 3419.805176
	Iteration 15Q: 3 clusters Score -4087719 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -4087736.750000 Penalty: 3419.805176
	Iteration 16Q: 3 clusters Score -4087737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 36927 members 
Entering Unmasked Estep 
Score: -4087747.000000 Penalty: 3419.805176
	Iteration 17Q: 3 clusters Score -4087747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 36930 members 
Entering Unmasked Estep 
Score: -4087751.500000 Penalty: 3419.805176
	Iteration 18Q: 3 clusters Score -4087752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 36931 members 
Entering Unmasked Estep 
Score: -4087758.250000 Penalty: 3419.805176
	Iteration 19Q: 3 clusters Score -4087758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 36933 members 
Entering Unmasked Estep 
Score: -4087757.750000 Penalty: 3419.805176
	Iteration 20F: 3 clusters Score -4087758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 36934 members 
Entering Unmasked Estep 
Score: -4087759.000000 Penalty: 3419.805176
	Iteration 21Q: 3 clusters Score -4087759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 36934 members 
Entering Unmasked Estep 
Score: -4087760.250000 Penalty: 3419.805176
	Iteration 22Q: 3 clusters Score -4087760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 36936 members 
Entering Unmasked Estep 
Score: -4087762.500000 Penalty: 3419.805176
	Iteration 23Q: 3 clusters Score -4087762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 36935 members 
Entering Unmasked Estep 
Score: -4087764.500000 Penalty: 3419.805176
	Iteration 24Q: 3 clusters Score -4087764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 36934 members 
Entering Unmasked Estep 
Score: -4087766.250000 Penalty: 3419.805176
	Iteration 25Q: 3 clusters Score -4087766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 36934 members 
Entering Unmasked Estep 
Score: -4087766.250000 Penalty: 3419.805176
	Iteration 26F: 3 clusters Score -4087766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (73559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73559 members 
Entering Unmasked Estep 
Score: -8350365.500000 Penalty: 1820.949463
	Iteration 0F: 2 clusters Score -8350366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36809 members 
Mstep: Class 2 contains 36750 members 
Entering Unmasked Estep 
Score: -8301195.500000 Penalty: 3641.898926
	Iteration 0F: 3 clusters Score -8301196 nChanged 34950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37135 members 
Mstep: Class 2 contains 36424 members 
Entering Unmasked Estep 
Score: -8321315.500000 Penalty: 3641.898926
	Iteration 1F: 3 clusters Score -8321316 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37362 members 
Mstep: Class 2 contains 36197 members 
Entering Unmasked Estep 
Score: -8321785.500000 Penalty: 3641.898926
	Iteration 2Q: 3 clusters Score -8321786 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37764 members 
Mstep: Class 2 contains 35795 members 
Entering Unmasked Estep 
Score: -8322285.500000 Penalty: 3641.898926
	Iteration 3Q: 3 clusters Score -8322286 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38463 members 
Mstep: Class 2 contains 35096 members 
Entering Unmasked Estep 
Score: -8322784.000000 Penalty: 3641.898926
	Iteration 4Q: 3 clusters Score -8322784 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39462 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -8323372.500000 Penalty: 3641.898926
	Iteration 5Q: 3 clusters Score -8323372 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40977 members 
Mstep: Class 2 contains 32582 members 
Entering Unmasked Estep 
Score: -8324219.500000 Penalty: 3641.898926
	Iteration 6Q: 3 clusters Score -8324220 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43204 members 
Mstep: Class 2 contains 30355 members 
Entering Unmasked Estep 
Score: -8325379.000000 Penalty: 3641.898926
	Iteration 7Q: 3 clusters Score -8325379 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46376 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -8327418.000000 Penalty: 3641.898926
	Iteration 8Q: 3 clusters Score -8327418 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50399 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -8330399.000000 Penalty: 3641.898926
	Iteration 9F: 3 clusters Score -8330399 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54973 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -8334433.500000 Penalty: 3641.898926
	Iteration 10F: 3 clusters Score -8334434 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59384 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -8338417.000000 Penalty: 3641.898926
	Iteration 11F: 3 clusters Score -8338417 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62861 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -8341426.000000 Penalty: 3641.898926
	Iteration 12F: 3 clusters Score -8341426 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65516 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -8343601.000000 Penalty: 3641.898926
	Iteration 13Q: 3 clusters Score -8343601 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67513 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -8345131.500000 Penalty: 3641.898926
	Iteration 14Q: 3 clusters Score -8345132 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69076 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -8346258.000000 Penalty: 3641.898926
	Iteration 15Q: 3 clusters Score -8346258 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70275 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -8347074.500000 Penalty: 3641.898926
	Iteration 16Q: 3 clusters Score -8347074 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71167 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -8347692.000000 Penalty: 3641.898926
	Iteration 17Q: 3 clusters Score -8347692 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71782 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -8348104.500000 Penalty: 3641.898926
	Iteration 18Q: 3 clusters Score -8348104 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72209 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -8348363.500000 Penalty: 3641.898926
	Iteration 19Q: 3 clusters Score -8348364 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72504 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -8348572.000000 Penalty: 3641.898926
	Iteration 20F: 3 clusters Score -8348572 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72687 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -8348708.500000 Penalty: 3641.898926
	Iteration 21Q: 3 clusters Score -8348708 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72819 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -8348798.000000 Penalty: 3641.898926
	Iteration 22Q: 3 clusters Score -8348798 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72898 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -8348860.000000 Penalty: 3641.898926
	Iteration 23Q: 3 clusters Score -8348860 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72945 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -8348893.000000 Penalty: 3641.898926
	Iteration 24Q: 3 clusters Score -8348893 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72983 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -8348917.000000 Penalty: 3641.898926
	Iteration 25Q: 3 clusters Score -8348917 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73008 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -8348932.500000 Penalty: 3641.898926
	Iteration 26Q: 3 clusters Score -8348932 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73026 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -8348948.000000 Penalty: 3641.898926
	Iteration 27Q: 3 clusters Score -8348948 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73036 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -8348952.000000 Penalty: 3641.898926
	Iteration 28Q: 3 clusters Score -8348952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73043 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -8348959.500000 Penalty: 3641.898926
	Iteration 29Q: 3 clusters Score -8348960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73048 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -8348962.500000 Penalty: 3641.898926
	Iteration 30Q: 3 clusters Score -8348962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73052 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -8348961.500000 Penalty: 3641.898926
	Iteration 31Q: 3 clusters Score -8348962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73053 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -8348965.000000 Penalty: 3641.898926
	Iteration 32Q: 3 clusters Score -8348965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73056 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -8348959.500000 Penalty: 3641.898926
	Iteration 33Q: 3 clusters Score -8348960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73057 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -8348957.500000 Penalty: 3641.898926
	Iteration 34Q: 3 clusters Score -8348958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73058 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -8348960.000000 Penalty: 3641.898926
	Iteration 35Q: 3 clusters Score -8348960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73062 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -8348959.000000 Penalty: 3641.898926
	Iteration 36Q: 3 clusters Score -8348959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73062 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -8348960.500000 Penalty: 3641.898926
	Iteration 37Q: 3 clusters Score -8348960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73062 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -8348960.500000 Penalty: 3641.898926
	Iteration 38F: 3 clusters Score -8348960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (27317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Entering Unmasked Estep 
Score: -3183283.250000 Penalty: 1659.980469
	Iteration 0F: 2 clusters Score -3183283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -3164824.250000 Penalty: 3319.960938
	Iteration 0F: 3 clusters Score -3164824 nChanged 12557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -3171875.750000 Penalty: 3319.960938
	Iteration 1F: 3 clusters Score -3171876 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -3172703.500000 Penalty: 3319.960938
	Iteration 2F: 3 clusters Score -3172704 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -3173870.500000 Penalty: 3319.960938
	Iteration 3F: 3 clusters Score -3173870 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -3175517.250000 Penalty: 3319.960938
	Iteration 4F: 3 clusters Score -3175517 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -3177799.000000 Penalty: 3319.960938
	Iteration 5F: 3 clusters Score -3177799 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -3180378.500000 Penalty: 3319.960938
	Iteration 6F: 3 clusters Score -3180378 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -3182048.250000 Penalty: 3319.960938
	Iteration 7F: 3 clusters Score -3182048 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -3182661.250000 Penalty: 3319.960938
	Iteration 8Q: 3 clusters Score -3182661 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -3182857.250000 Penalty: 3319.960938
	Iteration 9Q: 3 clusters Score -3182857 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -3182935.500000 Penalty: 3319.960938
	Iteration 10Q: 3 clusters Score -3182936 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -3182962.750000 Penalty: 3319.960938
	Iteration 11Q: 3 clusters Score -3182963 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -3182992.500000 Penalty: 3319.960938
	Iteration 12Q: 3 clusters Score -3182992 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -3182990.250000 Penalty: 3319.960938
	Iteration 13Q: 3 clusters Score -3182990 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -3182988.250000 Penalty: 3319.960938
	Iteration 14Q: 3 clusters Score -3182988 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -3182991.500000 Penalty: 3319.960938
	Iteration 15Q: 3 clusters Score -3182992 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -3183000.750000 Penalty: 3319.960938
	Iteration 16Q: 3 clusters Score -3183001 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -3183005.750000 Penalty: 3319.960938
	Iteration 17Q: 3 clusters Score -3183006 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -3183008.000000 Penalty: 3319.960938
	Iteration 18Q: 3 clusters Score -3183008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -3183005.500000 Penalty: 3319.960938
	Iteration 19Q: 3 clusters Score -3183006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -3183002.500000 Penalty: 3319.960938
	Iteration 20F: 3 clusters Score -3183002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -3183005.500000 Penalty: 3319.960938
	Iteration 21Q: 3 clusters Score -3183006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -3182999.750000 Penalty: 3319.960938
	Iteration 22Q: 3 clusters Score -3183000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -3182995.500000 Penalty: 3319.960938
	Iteration 23Q: 3 clusters Score -3182996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -3182997.500000 Penalty: 3319.960938
	Iteration 24Q: 3 clusters Score -3182998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -3182998.250000 Penalty: 3319.960938
	Iteration 25Q: 3 clusters Score -3182998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -3183000.000000 Penalty: 3319.960938
	Iteration 26Q: 3 clusters Score -3183000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -3182998.250000 Penalty: 3319.960938
	Iteration 27Q: 3 clusters Score -3182998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -3183000.500000 Penalty: 3319.960938
	Iteration 28Q: 3 clusters Score -3183000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -3182999.000000 Penalty: 3319.960938
	Iteration 29Q: 3 clusters Score -3182999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -3182996.750000 Penalty: 3319.960938
	Iteration 30Q: 3 clusters Score -3182997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -3182998.750000 Penalty: 3319.960938
	Iteration 31Q: 3 clusters Score -3182999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -3182997.500000 Penalty: 3319.960938
	Iteration 32Q: 3 clusters Score -3182998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -3182999.750000 Penalty: 3319.960938
	Iteration 33Q: 3 clusters Score -3183000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -3182999.750000 Penalty: 3319.960938
	Iteration 34F: 3 clusters Score -3183000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (36097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36097 members 
Entering Unmasked Estep 
Score: -4114136.500000 Penalty: 1705.269287
	Iteration 0F: 2 clusters Score -4114136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -4089841.250000 Penalty: 3410.538574
	Iteration 0F: 3 clusters Score -4089841 nChanged 16829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -4099021.750000 Penalty: 3410.538574
	Iteration 1F: 3 clusters Score -4099022 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -4099431.000000 Penalty: 3410.538574
	Iteration 2Q: 3 clusters Score -4099431 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -4099804.250000 Penalty: 3410.538574
	Iteration 3Q: 3 clusters Score -4099804 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -4100185.250000 Penalty: 3410.538574
	Iteration 4Q: 3 clusters Score -4100185 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -4100624.500000 Penalty: 3410.538574
	Iteration 5Q: 3 clusters Score -4100624 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -4101110.500000 Penalty: 3410.538574
	Iteration 6Q: 3 clusters Score -4101110 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -4101763.000000 Penalty: 3410.538574
	Iteration 7Q: 3 clusters Score -4101763 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -4102705.500000 Penalty: 3410.538574
	Iteration 8Q: 3 clusters Score -4102706 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -4104034.750000 Penalty: 3410.538574
	Iteration 9F: 3 clusters Score -4104035 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -4105556.250000 Penalty: 3410.538574
	Iteration 10F: 3 clusters Score -4105556 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -4106952.250000 Penalty: 3410.538574
	Iteration 11F: 3 clusters Score -4106952 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -4108143.000000 Penalty: 3410.538574
	Iteration 12Q: 3 clusters Score -4108143 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -4108949.750000 Penalty: 3410.538574
	Iteration 13Q: 3 clusters Score -4108950 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29053 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -4109589.500000 Penalty: 3410.538574
	Iteration 14Q: 3 clusters Score -4109590 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29796 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -4110084.750000 Penalty: 3410.538574
	Iteration 15Q: 3 clusters Score -4110085 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -4110576.000000 Penalty: 3410.538574
	Iteration 16Q: 3 clusters Score -4110576 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31034 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -4110988.750000 Penalty: 3410.538574
	Iteration 17Q: 3 clusters Score -4110989 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31536 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -4111390.750000 Penalty: 3410.538574
	Iteration 18Q: 3 clusters Score -4111391 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31964 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -4111708.500000 Penalty: 3410.538574
	Iteration 19Q: 3 clusters Score -4111708 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32295 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -4111930.750000 Penalty: 3410.538574
	Iteration 20F: 3 clusters Score -4111931 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32542 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -4112131.500000 Penalty: 3410.538574
	Iteration 21Q: 3 clusters Score -4112132 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32728 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -4112262.500000 Penalty: 3410.538574
	Iteration 22Q: 3 clusters Score -4112262 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -4112343.250000 Penalty: 3410.538574
	Iteration 23Q: 3 clusters Score -4112343 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -4112393.250000 Penalty: 3410.538574
	Iteration 24Q: 3 clusters Score -4112393 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -4112417.250000 Penalty: 3410.538574
	Iteration 25Q: 3 clusters Score -4112417 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33159 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -4112457.500000 Penalty: 3410.538574
	Iteration 26Q: 3 clusters Score -4112458 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33222 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -4112474.000000 Penalty: 3410.538574
	Iteration 27Q: 3 clusters Score -4112474 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33278 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -4112490.750000 Penalty: 3410.538574
	Iteration 28Q: 3 clusters Score -4112491 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33324 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -4112510.750000 Penalty: 3410.538574
	Iteration 29Q: 3 clusters Score -4112511 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33372 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -4112512.500000 Penalty: 3410.538574
	Iteration 30Q: 3 clusters Score -4112512 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -4112514.500000 Penalty: 3410.538574
	Iteration 31Q: 3 clusters Score -4112514 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33436 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -4112517.000000 Penalty: 3410.538574
	Iteration 32Q: 3 clusters Score -4112517 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -4112522.750000 Penalty: 3410.538574
	Iteration 33Q: 3 clusters Score -4112523 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -4112529.750000 Penalty: 3410.538574
	Iteration 34Q: 3 clusters Score -4112530 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33531 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -4112538.000000 Penalty: 3410.538574
	Iteration 35Q: 3 clusters Score -4112538 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33565 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -4112533.000000 Penalty: 3410.538574
	Iteration 36Q: 3 clusters Score -4112533 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33601 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -4112546.250000 Penalty: 3410.538574
	Iteration 37Q: 3 clusters Score -4112546 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -4112547.750000 Penalty: 3410.538574
	Iteration 38Q: 3 clusters Score -4112548 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33670 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -4112552.500000 Penalty: 3410.538574
	Iteration 39Q: 3 clusters Score -4112552 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33699 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -4112558.500000 Penalty: 3410.538574
	Iteration 40F: 3 clusters Score -4112558 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33729 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -4112567.000000 Penalty: 3410.538574
	Iteration 41Q: 3 clusters Score -4112567 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33763 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -4112567.750000 Penalty: 3410.538574
	Iteration 42Q: 3 clusters Score -4112568 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33788 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -4112575.000000 Penalty: 3410.538574
	Iteration 43Q: 3 clusters Score -4112575 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33819 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -4112580.000000 Penalty: 3410.538574
	Iteration 44Q: 3 clusters Score -4112580 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33848 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -4112590.250000 Penalty: 3410.538574
	Iteration 45Q: 3 clusters Score -4112590 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -4112596.000000 Penalty: 3410.538574
	Iteration 46Q: 3 clusters Score -4112596 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33923 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -4112612.750000 Penalty: 3410.538574
	Iteration 47Q: 3 clusters Score -4112613 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -4112614.500000 Penalty: 3410.538574
	Iteration 48Q: 3 clusters Score -4112614 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33992 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -4112618.500000 Penalty: 3410.538574
	Iteration 49Q: 3 clusters Score -4112618 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34028 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -4112625.000000 Penalty: 3410.538574
	Iteration 50Q: 3 clusters Score -4112625 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -4112627.750000 Penalty: 3410.538574
	Iteration 51Q: 3 clusters Score -4112628 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34084 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -4112629.250000 Penalty: 3410.538574
	Iteration 52Q: 3 clusters Score -4112629 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34108 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -4112632.750000 Penalty: 3410.538574
	Iteration 53Q: 3 clusters Score -4112633 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -4112631.500000 Penalty: 3410.538574
	Iteration 54Q: 3 clusters Score -4112632 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34170 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4112645.750000 Penalty: 3410.538574
	Iteration 55Q: 3 clusters Score -4112646 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -4112662.250000 Penalty: 3410.538574
	Iteration 56Q: 3 clusters Score -4112662 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34255 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -4112676.500000 Penalty: 3410.538574
	Iteration 57Q: 3 clusters Score -4112676 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34303 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -4112686.500000 Penalty: 3410.538574
	Iteration 58Q: 3 clusters Score -4112686 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34343 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4112699.250000 Penalty: 3410.538574
	Iteration 59Q: 3 clusters Score -4112699 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34372 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -4112711.000000 Penalty: 3410.538574
	Iteration 60F: 3 clusters Score -4112711 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34397 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -4112718.750000 Penalty: 3410.538574
	Iteration 61Q: 3 clusters Score -4112719 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -4112722.500000 Penalty: 3410.538574
	Iteration 62Q: 3 clusters Score -4112722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -4112729.250000 Penalty: 3410.538574
	Iteration 63Q: 3 clusters Score -4112729 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34443 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -4112725.000000 Penalty: 3410.538574
	Iteration 64Q: 3 clusters Score -4112725 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34462 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -4112722.000000 Penalty: 3410.538574
	Iteration 65Q: 3 clusters Score -4112722 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34484 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -4112725.250000 Penalty: 3410.538574
	Iteration 66Q: 3 clusters Score -4112725 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34503 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -4112737.000000 Penalty: 3410.538574
	Iteration 67Q: 3 clusters Score -4112737 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34516 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -4112739.000000 Penalty: 3410.538574
	Iteration 68Q: 3 clusters Score -4112739 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -4112744.250000 Penalty: 3410.538574
	Iteration 69Q: 3 clusters Score -4112744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -4112748.500000 Penalty: 3410.538574
	Iteration 70Q: 3 clusters Score -4112748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -4112748.250000 Penalty: 3410.538574
	Iteration 71Q: 3 clusters Score -4112748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34563 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -4112756.750000 Penalty: 3410.538574
	Iteration 72Q: 3 clusters Score -4112757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34574 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -4112752.500000 Penalty: 3410.538574
	Iteration 73Q: 3 clusters Score -4112752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34584 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -4112760.000000 Penalty: 3410.538574
	Iteration 74Q: 3 clusters Score -4112760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -4112760.750000 Penalty: 3410.538574
	Iteration 75Q: 3 clusters Score -4112761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -4112763.000000 Penalty: 3410.538574
	Iteration 76Q: 3 clusters Score -4112763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -4112766.250000 Penalty: 3410.538574
	Iteration 77Q: 3 clusters Score -4112766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34615 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -4112766.500000 Penalty: 3410.538574
	Iteration 78Q: 3 clusters Score -4112766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -4112766.500000 Penalty: 3410.538574
	Iteration 79Q: 3 clusters Score -4112766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34624 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -4112770.250000 Penalty: 3410.538574
	Iteration 80F: 3 clusters Score -4112770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (32220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32220 members 
Entering Unmasked Estep 
Score: -3859384.250000 Penalty: 1686.805664
	Iteration 0F: 2 clusters Score -3859384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -3837766.000000 Penalty: 3373.611328
	Iteration 0F: 3 clusters Score -3837766 nChanged 14887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -3846175.500000 Penalty: 3373.611328
	Iteration 1F: 3 clusters Score -3846176 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -3846534.000000 Penalty: 3373.611328
	Iteration 2Q: 3 clusters Score -3846534 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -3846882.500000 Penalty: 3373.611328
	Iteration 3Q: 3 clusters Score -3846882 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -3847247.750000 Penalty: 3373.611328
	Iteration 4Q: 3 clusters Score -3847248 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -3847669.000000 Penalty: 3373.611328
	Iteration 5Q: 3 clusters Score -3847669 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -3848207.750000 Penalty: 3373.611328
	Iteration 6Q: 3 clusters Score -3848208 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -3848910.250000 Penalty: 3373.611328
	Iteration 7Q: 3 clusters Score -3848910 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -3849923.750000 Penalty: 3373.611328
	Iteration 8Q: 3 clusters Score -3849924 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -3851113.000000 Penalty: 3373.611328
	Iteration 9F: 3 clusters Score -3851113 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -3852125.250000 Penalty: 3373.611328
	Iteration 10F: 3 clusters Score -3852125 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -3852700.750000 Penalty: 3373.611328
	Iteration 11Q: 3 clusters Score -3852701 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -3852922.250000 Penalty: 3373.611328
	Iteration 12Q: 3 clusters Score -3852922 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -3853061.750000 Penalty: 3373.611328
	Iteration 13Q: 3 clusters Score -3853062 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -3853129.500000 Penalty: 3373.611328
	Iteration 14Q: 3 clusters Score -3853130 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -3853195.250000 Penalty: 3373.611328
	Iteration 15Q: 3 clusters Score -3853195 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -3853245.000000 Penalty: 3373.611328
	Iteration 16Q: 3 clusters Score -3853245 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -3853293.000000 Penalty: 3373.611328
	Iteration 17Q: 3 clusters Score -3853293 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -3853327.250000 Penalty: 3373.611328
	Iteration 18Q: 3 clusters Score -3853327 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -3853374.500000 Penalty: 3373.611328
	Iteration 19Q: 3 clusters Score -3853374 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -3853425.500000 Penalty: 3373.611328
	Iteration 20F: 3 clusters Score -3853426 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -3853457.750000 Penalty: 3373.611328
	Iteration 21Q: 3 clusters Score -3853458 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -3853519.250000 Penalty: 3373.611328
	Iteration 22Q: 3 clusters Score -3853519 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -3853571.750000 Penalty: 3373.611328
	Iteration 23Q: 3 clusters Score -3853572 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -3853626.750000 Penalty: 3373.611328
	Iteration 24Q: 3 clusters Score -3853627 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -3853702.000000 Penalty: 3373.611328
	Iteration 25Q: 3 clusters Score -3853702 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -3853767.250000 Penalty: 3373.611328
	Iteration 26Q: 3 clusters Score -3853767 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -3853823.750000 Penalty: 3373.611328
	Iteration 27Q: 3 clusters Score -3853824 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -3853862.250000 Penalty: 3373.611328
	Iteration 28Q: 3 clusters Score -3853862 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -3853901.500000 Penalty: 3373.611328
	Iteration 29Q: 3 clusters Score -3853902 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -3853952.750000 Penalty: 3373.611328
	Iteration 30Q: 3 clusters Score -3853953 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -3853987.000000 Penalty: 3373.611328
	Iteration 31Q: 3 clusters Score -3853987 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -3854017.500000 Penalty: 3373.611328
	Iteration 32Q: 3 clusters Score -3854018 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -3854059.750000 Penalty: 3373.611328
	Iteration 33Q: 3 clusters Score -3854060 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -3854093.250000 Penalty: 3373.611328
	Iteration 34Q: 3 clusters Score -3854093 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -3854117.750000 Penalty: 3373.611328
	Iteration 35Q: 3 clusters Score -3854118 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -3854158.500000 Penalty: 3373.611328
	Iteration 36Q: 3 clusters Score -3854158 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -3854195.500000 Penalty: 3373.611328
	Iteration 37Q: 3 clusters Score -3854196 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -3854232.500000 Penalty: 3373.611328
	Iteration 38Q: 3 clusters Score -3854232 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -3854289.250000 Penalty: 3373.611328
	Iteration 39Q: 3 clusters Score -3854289 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -3854358.250000 Penalty: 3373.611328
	Iteration 40F: 3 clusters Score -3854358 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -3854401.500000 Penalty: 3373.611328
	Iteration 41Q: 3 clusters Score -3854402 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -3854454.500000 Penalty: 3373.611328
	Iteration 42Q: 3 clusters Score -3854454 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -3854509.250000 Penalty: 3373.611328
	Iteration 43Q: 3 clusters Score -3854509 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -3854577.500000 Penalty: 3373.611328
	Iteration 44Q: 3 clusters Score -3854578 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -3854650.750000 Penalty: 3373.611328
	Iteration 45Q: 3 clusters Score -3854651 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -3854728.000000 Penalty: 3373.611328
	Iteration 46Q: 3 clusters Score -3854728 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -3854816.250000 Penalty: 3373.611328
	Iteration 47Q: 3 clusters Score -3854816 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -3854902.750000 Penalty: 3373.611328
	Iteration 48Q: 3 clusters Score -3854903 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -3855035.500000 Penalty: 3373.611328
	Iteration 49Q: 3 clusters Score -3855036 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -3855170.000000 Penalty: 3373.611328
	Iteration 50Q: 3 clusters Score -3855170 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -3855329.750000 Penalty: 3373.611328
	Iteration 51Q: 3 clusters Score -3855330 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -3855503.750000 Penalty: 3373.611328
	Iteration 52Q: 3 clusters Score -3855504 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 26690 members 
Entering Unmasked Estep 
Score: -3855655.000000 Penalty: 3373.611328
	Iteration 53Q: 3 clusters Score -3855655 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 27101 members 
Entering Unmasked Estep 
Score: -3855797.500000 Penalty: 3373.611328
	Iteration 54Q: 3 clusters Score -3855798 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -3855933.500000 Penalty: 3373.611328
	Iteration 55Q: 3 clusters Score -3855934 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 27904 members 
Entering Unmasked Estep 
Score: -3856074.250000 Penalty: 3373.611328
	Iteration 56Q: 3 clusters Score -3856074 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -3856205.000000 Penalty: 3373.611328
	Iteration 57Q: 3 clusters Score -3856205 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 28618 members 
Entering Unmasked Estep 
Score: -3856329.000000 Penalty: 3373.611328
	Iteration 58Q: 3 clusters Score -3856329 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
Score: -3856448.500000 Penalty: 3373.611328
	Iteration 59Q: 3 clusters Score -3856448 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 29303 members 
Entering Unmasked Estep 
Score: -3856615.250000 Penalty: 3373.611328
	Iteration 60F: 3 clusters Score -3856615 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 29634 members 
Entering Unmasked Estep 
Score: -3856768.500000 Penalty: 3373.611328
	Iteration 61Q: 3 clusters Score -3856768 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 29952 members 
Entering Unmasked Estep 
Score: -3856923.500000 Penalty: 3373.611328
	Iteration 62Q: 3 clusters Score -3856924 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -3857069.500000 Penalty: 3373.611328
	Iteration 63Q: 3 clusters Score -3857070 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 30514 members 
Entering Unmasked Estep 
Score: -3857205.500000 Penalty: 3373.611328
	Iteration 64Q: 3 clusters Score -3857206 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -3857344.000000 Penalty: 3373.611328
	Iteration 65Q: 3 clusters Score -3857344 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 30977 members 
Entering Unmasked Estep 
Score: -3857458.500000 Penalty: 3373.611328
	Iteration 66Q: 3 clusters Score -3857458 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 31150 members 
Entering Unmasked Estep 
Score: -3857560.500000 Penalty: 3373.611328
	Iteration 67Q: 3 clusters Score -3857560 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 31286 members 
Entering Unmasked Estep 
Score: -3857617.500000 Penalty: 3373.611328
	Iteration 68Q: 3 clusters Score -3857618 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 31389 members 
Entering Unmasked Estep 
Score: -3857670.250000 Penalty: 3373.611328
	Iteration 69Q: 3 clusters Score -3857670 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 31489 members 
Entering Unmasked Estep 
Score: -3857723.250000 Penalty: 3373.611328
	Iteration 70Q: 3 clusters Score -3857723 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 31570 members 
Entering Unmasked Estep 
Score: -3857772.500000 Penalty: 3373.611328
	Iteration 71Q: 3 clusters Score -3857772 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 31628 members 
Entering Unmasked Estep 
Score: -3857815.250000 Penalty: 3373.611328
	Iteration 72Q: 3 clusters Score -3857815 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
Score: -3857835.500000 Penalty: 3373.611328
	Iteration 73Q: 3 clusters Score -3857836 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 31701 members 
Entering Unmasked Estep 
Score: -3857853.000000 Penalty: 3373.611328
	Iteration 74Q: 3 clusters Score -3857853 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -3857867.500000 Penalty: 3373.611328
	Iteration 75Q: 3 clusters Score -3857868 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -3857878.750000 Penalty: 3373.611328
	Iteration 76Q: 3 clusters Score -3857879 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -3857888.000000 Penalty: 3373.611328
	Iteration 77Q: 3 clusters Score -3857888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
Score: -3857901.500000 Penalty: 3373.611328
	Iteration 78Q: 3 clusters Score -3857902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 31791 members 
Entering Unmasked Estep 
Score: -3857903.750000 Penalty: 3373.611328
	Iteration 79Q: 3 clusters Score -3857904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -3857922.750000 Penalty: 3373.611328
	Iteration 80F: 3 clusters Score -3857923 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 31820 members 
Entering Unmasked Estep 
Score: -3857939.500000 Penalty: 3373.611328
	Iteration 81Q: 3 clusters Score -3857940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 31827 members 
Entering Unmasked Estep 
Score: -3857944.000000 Penalty: 3373.611328
	Iteration 82Q: 3 clusters Score -3857944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 31833 members 
Entering Unmasked Estep 
Score: -3857948.750000 Penalty: 3373.611328
	Iteration 83Q: 3 clusters Score -3857949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
Score: -3857955.000000 Penalty: 3373.611328
	Iteration 84Q: 3 clusters Score -3857955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 31841 members 
Entering Unmasked Estep 
Score: -3857956.750000 Penalty: 3373.611328
	Iteration 85Q: 3 clusters Score -3857957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 31841 members 
Entering Unmasked Estep 
Score: -3857956.750000 Penalty: 3373.611328
	Iteration 86F: 3 clusters Score -3857957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Entering Unmasked Estep 
Score: -1771915.625000 Penalty: 1575.265015
	Iteration 0F: 2 clusters Score -1771916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1760790.875000 Penalty: 3150.530029
	Iteration 0F: 3 clusters Score -1760791 nChanged 7159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1764624.625000 Penalty: 3150.530029
	Iteration 1F: 3 clusters Score -1764625 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1764907.875000 Penalty: 3150.530029
	Iteration 2Q: 3 clusters Score -1764908 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1765170.125000 Penalty: 3150.530029
	Iteration 3Q: 3 clusters Score -1765170 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1765435.750000 Penalty: 3150.530029
	Iteration 4Q: 3 clusters Score -1765436 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1765727.250000 Penalty: 3150.530029
	Iteration 5Q: 3 clusters Score -1765727 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1766081.250000 Penalty: 3150.530029
	Iteration 6Q: 3 clusters Score -1766081 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1766488.875000 Penalty: 3150.530029
	Iteration 7Q: 3 clusters Score -1766489 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1767026.250000 Penalty: 3150.530029
	Iteration 8F: 3 clusters Score -1767026 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1767682.250000 Penalty: 3150.530029
	Iteration 9F: 3 clusters Score -1767682 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1768363.625000 Penalty: 3150.530029
	Iteration 10F: 3 clusters Score -1768364 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1768970.250000 Penalty: 3150.530029
	Iteration 11Q: 3 clusters Score -1768970 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1769453.750000 Penalty: 3150.530029
	Iteration 12Q: 3 clusters Score -1769454 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1769830.875000 Penalty: 3150.530029
	Iteration 13Q: 3 clusters Score -1769831 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1770054.500000 Penalty: 3150.530029
	Iteration 14Q: 3 clusters Score -1770054 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1770195.625000 Penalty: 3150.530029
	Iteration 15Q: 3 clusters Score -1770196 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1770269.500000 Penalty: 3150.530029
	Iteration 16Q: 3 clusters Score -1770270 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1770330.125000 Penalty: 3150.530029
	Iteration 17Q: 3 clusters Score -1770330 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1770379.875000 Penalty: 3150.530029
	Iteration 18Q: 3 clusters Score -1770380 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1770411.625000 Penalty: 3150.530029
	Iteration 19Q: 3 clusters Score -1770412 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1770439.250000 Penalty: 3150.530029
	Iteration 20F: 3 clusters Score -1770439 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1770456.625000 Penalty: 3150.530029
	Iteration 21Q: 3 clusters Score -1770457 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1770474.375000 Penalty: 3150.530029
	Iteration 22Q: 3 clusters Score -1770474 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1770494.500000 Penalty: 3150.530029
	Iteration 23Q: 3 clusters Score -1770494 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1770504.375000 Penalty: 3150.530029
	Iteration 24Q: 3 clusters Score -1770504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1770508.500000 Penalty: 3150.530029
	Iteration 25Q: 3 clusters Score -1770508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1770511.500000 Penalty: 3150.530029
	Iteration 26Q: 3 clusters Score -1770512 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1770517.125000 Penalty: 3150.530029
	Iteration 27Q: 3 clusters Score -1770517 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1770524.500000 Penalty: 3150.530029
	Iteration 28Q: 3 clusters Score -1770524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1770535.125000 Penalty: 3150.530029
	Iteration 29Q: 3 clusters Score -1770535 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1770540.250000 Penalty: 3150.530029
	Iteration 30Q: 3 clusters Score -1770540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1770548.750000 Penalty: 3150.530029
	Iteration 31Q: 3 clusters Score -1770549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1770557.000000 Penalty: 3150.530029
	Iteration 32Q: 3 clusters Score -1770557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1770562.000000 Penalty: 3150.530029
	Iteration 33Q: 3 clusters Score -1770562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1770563.875000 Penalty: 3150.530029
	Iteration 34Q: 3 clusters Score -1770564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1770562.750000 Penalty: 3150.530029
	Iteration 35Q: 3 clusters Score -1770563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1770563.250000 Penalty: 3150.530029
	Iteration 36Q: 3 clusters Score -1770563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1770566.500000 Penalty: 3150.530029
	Iteration 37Q: 3 clusters Score -1770566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1770565.000000 Penalty: 3150.530029
	Iteration 38Q: 3 clusters Score -1770565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1770565.125000 Penalty: 3150.530029
	Iteration 39Q: 3 clusters Score -1770565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1770568.625000 Penalty: 3150.530029
	Iteration 40F: 3 clusters Score -1770569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1770570.625000 Penalty: 3150.530029
	Iteration 41Q: 3 clusters Score -1770571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1770574.375000 Penalty: 3150.530029
	Iteration 42Q: 3 clusters Score -1770574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1770572.125000 Penalty: 3150.530029
	Iteration 43Q: 3 clusters Score -1770572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1770573.875000 Penalty: 3150.530029
	Iteration 44Q: 3 clusters Score -1770574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1770577.750000 Penalty: 3150.530029
	Iteration 45Q: 3 clusters Score -1770578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1770579.500000 Penalty: 3150.530029
	Iteration 46Q: 3 clusters Score -1770580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1770580.625000 Penalty: 3150.530029
	Iteration 47Q: 3 clusters Score -1770581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1770580.500000 Penalty: 3150.530029
	Iteration 48Q: 3 clusters Score -1770580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1770579.375000 Penalty: 3150.530029
	Iteration 49Q: 3 clusters Score -1770579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1770580.250000 Penalty: 3150.530029
	Iteration 50Q: 3 clusters Score -1770580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1770580.750000 Penalty: 3150.530029
	Iteration 51Q: 3 clusters Score -1770581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1770578.625000 Penalty: 3150.530029
	Iteration 52Q: 3 clusters Score -1770579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1770578.625000 Penalty: 3150.530029
	Iteration 53F: 3 clusters Score -1770579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Entering Unmasked Estep 
Score: -765411.437500 Penalty: 1428.591797
	Iteration 0F: 2 clusters Score -765411.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -760454.375000 Penalty: 2857.183594
	Iteration 0F: 3 clusters Score -760454.4 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -761947.812500 Penalty: 2857.183594
	Iteration 1F: 3 clusters Score -761947.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -762140.437500 Penalty: 2857.183594
	Iteration 2F: 3 clusters Score -762140.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -762282.187500 Penalty: 2857.183594
	Iteration 3Q: 3 clusters Score -762282.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -762403.250000 Penalty: 2857.183594
	Iteration 4Q: 3 clusters Score -762403.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -762505.250000 Penalty: 2857.183594
	Iteration 5Q: 3 clusters Score -762505.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -762585.062500 Penalty: 2857.183594
	Iteration 6Q: 3 clusters Score -762585.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -762674.125000 Penalty: 2857.183594
	Iteration 7Q: 3 clusters Score -762674.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -762780.812500 Penalty: 2857.183594
	Iteration 8Q: 3 clusters Score -762780.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -762921.687500 Penalty: 2857.183594
	Iteration 9Q: 3 clusters Score -762921.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -763069.000000 Penalty: 2857.183594
	Iteration 10Q: 3 clusters Score -763069 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -763215.062500 Penalty: 2857.183594
	Iteration 11Q: 3 clusters Score -763215.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -763349.500000 Penalty: 2857.183594
	Iteration 12Q: 3 clusters Score -763349.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -763504.375000 Penalty: 2857.183594
	Iteration 13Q: 3 clusters Score -763504.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -763656.500000 Penalty: 2857.183594
	Iteration 14Q: 3 clusters Score -763656.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -763782.625000 Penalty: 2857.183594
	Iteration 15Q: 3 clusters Score -763782.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -763890.875000 Penalty: 2857.183594
	Iteration 16Q: 3 clusters Score -763890.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -763968.562500 Penalty: 2857.183594
	Iteration 17Q: 3 clusters Score -763968.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -764020.750000 Penalty: 2857.183594
	Iteration 18Q: 3 clusters Score -764020.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -764061.937500 Penalty: 2857.183594
	Iteration 19Q: 3 clusters Score -764061.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -764086.250000 Penalty: 2857.183594
	Iteration 20F: 3 clusters Score -764086.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -764100.500000 Penalty: 2857.183594
	Iteration 21Q: 3 clusters Score -764100.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -764110.000000 Penalty: 2857.183594
	Iteration 22Q: 3 clusters Score -764110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -764118.500000 Penalty: 2857.183594
	Iteration 23Q: 3 clusters Score -764118.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -764121.750000 Penalty: 2857.183594
	Iteration 24Q: 3 clusters Score -764121.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -764128.500000 Penalty: 2857.183594
	Iteration 25Q: 3 clusters Score -764128.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -764134.750000 Penalty: 2857.183594
	Iteration 26Q: 3 clusters Score -764134.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -764136.812500 Penalty: 2857.183594
	Iteration 27Q: 3 clusters Score -764136.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -764138.187500 Penalty: 2857.183594
	Iteration 28Q: 3 clusters Score -764138.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -764138.187500 Penalty: 2857.183594
	Iteration 29F: 3 clusters Score -764138.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (69937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69937 members 
Entering Unmasked Estep 
Score: -7954683.000000 Penalty: 1812.744385
	Iteration 0F: 2 clusters Score -7954683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 34977 members 
Entering Unmasked Estep 
Score: -7907922.000000 Penalty: 3625.488770
	Iteration 0F: 3 clusters Score -7907922 nChanged 33280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35372 members 
Mstep: Class 2 contains 34565 members 
Entering Unmasked Estep 
Score: -7926824.000000 Penalty: 3625.488770
	Iteration 1F: 3 clusters Score -7926824 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35823 members 
Mstep: Class 2 contains 34114 members 
Entering Unmasked Estep 
Score: -7927260.500000 Penalty: 3625.488770
	Iteration 2Q: 3 clusters Score -7927260 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36536 members 
Mstep: Class 2 contains 33401 members 
Entering Unmasked Estep 
Score: -7927746.000000 Penalty: 3625.488770
	Iteration 3Q: 3 clusters Score -7927746 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37542 members 
Mstep: Class 2 contains 32395 members 
Entering Unmasked Estep 
Score: -7928324.000000 Penalty: 3625.488770
	Iteration 4Q: 3 clusters Score -7928324 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38973 members 
Mstep: Class 2 contains 30964 members 
Entering Unmasked Estep 
Score: -7929222.000000 Penalty: 3625.488770
	Iteration 5Q: 3 clusters Score -7929222 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40989 members 
Mstep: Class 2 contains 28948 members 
Entering Unmasked Estep 
Score: -7930456.500000 Penalty: 3625.488770
	Iteration 6Q: 3 clusters Score -7930456 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43699 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -7932390.500000 Penalty: 3625.488770
	Iteration 7F: 3 clusters Score -7932390 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47023 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -7935199.000000 Penalty: 3625.488770
	Iteration 8F: 3 clusters Score -7935199 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50561 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -7938702.500000 Penalty: 3625.488770
	Iteration 9F: 3 clusters Score -7938702 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53683 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -7941912.000000 Penalty: 3625.488770
	Iteration 10F: 3 clusters Score -7941912 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56090 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -7944117.000000 Penalty: 3625.488770
	Iteration 11Q: 3 clusters Score -7944117 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57986 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -7945534.000000 Penalty: 3625.488770
	Iteration 12Q: 3 clusters Score -7945534 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59696 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -7946662.000000 Penalty: 3625.488770
	Iteration 13Q: 3 clusters Score -7946662 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61231 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -7947544.000000 Penalty: 3625.488770
	Iteration 14Q: 3 clusters Score -7947544 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62600 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -7948346.500000 Penalty: 3625.488770
	Iteration 15Q: 3 clusters Score -7948346 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63829 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -7949077.500000 Penalty: 3625.488770
	Iteration 16Q: 3 clusters Score -7949078 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64958 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -7949790.500000 Penalty: 3625.488770
	Iteration 17Q: 3 clusters Score -7949790 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65957 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -7950458.500000 Penalty: 3625.488770
	Iteration 18Q: 3 clusters Score -7950458 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66772 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -7950994.000000 Penalty: 3625.488770
	Iteration 19Q: 3 clusters Score -7950994 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67484 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -7951520.000000 Penalty: 3625.488770
	Iteration 20F: 3 clusters Score -7951520 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68060 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -7951955.500000 Penalty: 3625.488770
	Iteration 21Q: 3 clusters Score -7951956 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68519 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -7952257.500000 Penalty: 3625.488770
	Iteration 22Q: 3 clusters Score -7952258 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68860 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -7952488.500000 Penalty: 3625.488770
	Iteration 23Q: 3 clusters Score -7952488 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69118 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -7952670.500000 Penalty: 3625.488770
	Iteration 24Q: 3 clusters Score -7952670 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69289 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -7952782.500000 Penalty: 3625.488770
	Iteration 25Q: 3 clusters Score -7952782 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69409 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -7952894.500000 Penalty: 3625.488770
	Iteration 26Q: 3 clusters Score -7952894 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69492 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -7952947.500000 Penalty: 3625.488770
	Iteration 27Q: 3 clusters Score -7952948 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69546 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -7952999.500000 Penalty: 3625.488770
	Iteration 28Q: 3 clusters Score -7953000 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69581 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -7953039.000000 Penalty: 3625.488770
	Iteration 29Q: 3 clusters Score -7953039 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69604 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -7953057.000000 Penalty: 3625.488770
	Iteration 30Q: 3 clusters Score -7953057 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69618 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -7953080.500000 Penalty: 3625.488770
	Iteration 31Q: 3 clusters Score -7953080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69629 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -7953088.000000 Penalty: 3625.488770
	Iteration 32Q: 3 clusters Score -7953088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69642 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -7953098.500000 Penalty: 3625.488770
	Iteration 33Q: 3 clusters Score -7953098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69650 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -7953114.500000 Penalty: 3625.488770
	Iteration 34Q: 3 clusters Score -7953114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69655 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -7953122.000000 Penalty: 3625.488770
	Iteration 35Q: 3 clusters Score -7953122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69657 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -7953123.500000 Penalty: 3625.488770
	Iteration 36Q: 3 clusters Score -7953124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69659 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -7953126.500000 Penalty: 3625.488770
	Iteration 37Q: 3 clusters Score -7953126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69660 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -7953126.000000 Penalty: 3625.488770
	Iteration 38Q: 3 clusters Score -7953126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69660 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -7953130.000000 Penalty: 3625.488770
	Iteration 39Q: 3 clusters Score -7953130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69660 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -7953130.000000 Penalty: 3625.488770
	Iteration 40F: 3 clusters Score -7953130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Entering Unmasked Estep 
Score: -444072.031250 Penalty: 1354.039185
	Iteration 0F: 2 clusters Score -444072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -440638.187500 Penalty: 2708.078369
	Iteration 0F: 3 clusters Score -440638.2 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -441656.250000 Penalty: 2708.078369
	Iteration 1F: 3 clusters Score -441656.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -441865.312500 Penalty: 2708.078369
	Iteration 2F: 3 clusters Score -441865.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -442044.312500 Penalty: 2708.078369
	Iteration 3F: 3 clusters Score -442044.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -442211.437500 Penalty: 2708.078369
	Iteration 4F: 3 clusters Score -442211.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -442374.968750 Penalty: 2708.078369
	Iteration 5Q: 3 clusters Score -442375 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -442504.250000 Penalty: 2708.078369
	Iteration 6Q: 3 clusters Score -442504.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -442633.562500 Penalty: 2708.078369
	Iteration 7Q: 3 clusters Score -442633.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -442758.593750 Penalty: 2708.078369
	Iteration 8Q: 3 clusters Score -442758.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -442874.343750 Penalty: 2708.078369
	Iteration 9Q: 3 clusters Score -442874.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -442965.531250 Penalty: 2708.078369
	Iteration 10Q: 3 clusters Score -442965.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -443027.750000 Penalty: 2708.078369
	Iteration 11Q: 3 clusters Score -443027.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -443094.812500 Penalty: 2708.078369
	Iteration 12Q: 3 clusters Score -443094.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -443155.250000 Penalty: 2708.078369
	Iteration 13Q: 3 clusters Score -443155.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -443222.125000 Penalty: 2708.078369
	Iteration 14Q: 3 clusters Score -443222.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -443277.750000 Penalty: 2708.078369
	Iteration 15Q: 3 clusters Score -443277.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -443318.843750 Penalty: 2708.078369
	Iteration 16Q: 3 clusters Score -443318.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -443357.187500 Penalty: 2708.078369
	Iteration 17Q: 3 clusters Score -443357.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -443381.718750 Penalty: 2708.078369
	Iteration 18Q: 3 clusters Score -443381.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -443402.562500 Penalty: 2708.078369
	Iteration 19Q: 3 clusters Score -443402.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -443428.875000 Penalty: 2708.078369
	Iteration 20F: 3 clusters Score -443428.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -443456.875000 Penalty: 2708.078369
	Iteration 21Q: 3 clusters Score -443456.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -443475.031250 Penalty: 2708.078369
	Iteration 22Q: 3 clusters Score -443475 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -443484.968750 Penalty: 2708.078369
	Iteration 23Q: 3 clusters Score -443485 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -443494.906250 Penalty: 2708.078369
	Iteration 24Q: 3 clusters Score -443494.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -443506.687500 Penalty: 2708.078369
	Iteration 25Q: 3 clusters Score -443506.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -443518.250000 Penalty: 2708.078369
	Iteration 26Q: 3 clusters Score -443518.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -443527.437500 Penalty: 2708.078369
	Iteration 27Q: 3 clusters Score -443527.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -443534.750000 Penalty: 2708.078369
	Iteration 28Q: 3 clusters Score -443534.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -443542.312500 Penalty: 2708.078369
	Iteration 29Q: 3 clusters Score -443542.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -443547.062500 Penalty: 2708.078369
	Iteration 30Q: 3 clusters Score -443547.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -443549.406250 Penalty: 2708.078369
	Iteration 31Q: 3 clusters Score -443549.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -443550.500000 Penalty: 2708.078369
	Iteration 32Q: 3 clusters Score -443550.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -443554.562500 Penalty: 2708.078369
	Iteration 33Q: 3 clusters Score -443554.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -443556.406250 Penalty: 2708.078369
	Iteration 34Q: 3 clusters Score -443556.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -443558.000000 Penalty: 2708.078369
	Iteration 35Q: 3 clusters Score -443558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -443558.843750 Penalty: 2708.078369
	Iteration 36Q: 3 clusters Score -443558.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -443558.437500 Penalty: 2708.078369
	Iteration 37Q: 3 clusters Score -443558.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -443560.312500 Penalty: 2708.078369
	Iteration 38Q: 3 clusters Score -443560.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -443560.250000 Penalty: 2708.078369
	Iteration 39Q: 3 clusters Score -443560.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -443560.125000 Penalty: 2708.078369
	Iteration 40F: 3 clusters Score -443560.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -443561.437500 Penalty: 2708.078369
	Iteration 41Q: 3 clusters Score -443561.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -443562.250000 Penalty: 2708.078369
	Iteration 42Q: 3 clusters Score -443562.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -443562.156250 Penalty: 2708.078369
	Iteration 43Q: 3 clusters Score -443562.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -443561.656250 Penalty: 2708.078369
	Iteration 44Q: 3 clusters Score -443561.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -443561.656250 Penalty: 2708.078369
	Iteration 45F: 3 clusters Score -443561.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -45933.941406 Penalty: 1021.776978
	Iteration 0F: 2 clusters Score -45933.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -44977.675781 Penalty: 2043.553955
	Iteration 0F: 3 clusters Score -44977.68 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -45437.636719 Penalty: 2043.553955
	Iteration 1F: 3 clusters Score -45437.64 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -45547.117188 Penalty: 2043.553955
	Iteration 2F: 3 clusters Score -45547.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -45635.671875 Penalty: 2043.553955
	Iteration 3Q: 3 clusters Score -45635.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -45666.175781 Penalty: 2043.553955
	Iteration 4Q: 3 clusters Score -45666.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -45683.808594 Penalty: 2043.553955
	Iteration 5Q: 3 clusters Score -45683.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -45702.125000 Penalty: 2043.553955
	Iteration 6Q: 3 clusters Score -45702.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -45726.085938 Penalty: 2043.553955
	Iteration 7Q: 3 clusters Score -45726.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -45735.472656 Penalty: 2043.553955
	Iteration 8Q: 3 clusters Score -45735.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -45744.136719 Penalty: 2043.553955
	Iteration 9Q: 3 clusters Score -45744.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -45746.550781 Penalty: 2043.553955
	Iteration 10Q: 3 clusters Score -45746.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -45748.304688 Penalty: 2043.553955
	Iteration 11Q: 3 clusters Score -45748.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -45749.519531 Penalty: 2043.553955
	Iteration 12Q: 3 clusters Score -45749.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -45749.746094 Penalty: 2043.553955
	Iteration 13F: 3 clusters Score -45749.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -45763.554688 Penalty: 2043.553955
	Iteration 14Q: 3 clusters Score -45763.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -45764.824219 Penalty: 2043.553955
	Iteration 15Q: 3 clusters Score -45764.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -45764.824219 Penalty: 2043.553955
	Iteration 16F: 3 clusters Score -45764.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Entering Unmasked Estep 
Score: -187813.265625 Penalty: 1228.089355
	Iteration 0F: 2 clusters Score -187813.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -185788.703125 Penalty: 2456.178711
	Iteration 0F: 3 clusters Score -185788.7 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -186236.281250 Penalty: 2456.178711
	Iteration 1F: 3 clusters Score -186236.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -186371.187500 Penalty: 2456.178711
	Iteration 2F: 3 clusters Score -186371.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -186489.703125 Penalty: 2456.178711
	Iteration 3F: 3 clusters Score -186489.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -186575.687500 Penalty: 2456.178711
	Iteration 4Q: 3 clusters Score -186575.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -186630.203125 Penalty: 2456.178711
	Iteration 5Q: 3 clusters Score -186630.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -186667.046875 Penalty: 2456.178711
	Iteration 6Q: 3 clusters Score -186667 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -186700.968750 Penalty: 2456.178711
	Iteration 7Q: 3 clusters Score -186701 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -186717.687500 Penalty: 2456.178711
	Iteration 8Q: 3 clusters Score -186717.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -186729.234375 Penalty: 2456.178711
	Iteration 9Q: 3 clusters Score -186729.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -186740.984375 Penalty: 2456.178711
	Iteration 10Q: 3 clusters Score -186741 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -186752.906250 Penalty: 2456.178711
	Iteration 11Q: 3 clusters Score -186752.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -186763.265625 Penalty: 2456.178711
	Iteration 12Q: 3 clusters Score -186763.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -186773.140625 Penalty: 2456.178711
	Iteration 13Q: 3 clusters Score -186773.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -186780.578125 Penalty: 2456.178711
	Iteration 14Q: 3 clusters Score -186780.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -186789.406250 Penalty: 2456.178711
	Iteration 15Q: 3 clusters Score -186789.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -186799.796875 Penalty: 2456.178711
	Iteration 16Q: 3 clusters Score -186799.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -186806.484375 Penalty: 2456.178711
	Iteration 17Q: 3 clusters Score -186806.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -186813.484375 Penalty: 2456.178711
	Iteration 18Q: 3 clusters Score -186813.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -186817.718750 Penalty: 2456.178711
	Iteration 19Q: 3 clusters Score -186817.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -186820.937500 Penalty: 2456.178711
	Iteration 20F: 3 clusters Score -186820.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -186829.718750 Penalty: 2456.178711
	Iteration 21Q: 3 clusters Score -186829.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -186834.093750 Penalty: 2456.178711
	Iteration 22Q: 3 clusters Score -186834.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -186837.156250 Penalty: 2456.178711
	Iteration 23Q: 3 clusters Score -186837.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -186841.796875 Penalty: 2456.178711
	Iteration 24Q: 3 clusters Score -186841.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -186843.484375 Penalty: 2456.178711
	Iteration 25Q: 3 clusters Score -186843.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -186846.437500 Penalty: 2456.178711
	Iteration 26Q: 3 clusters Score -186846.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -186850.031250 Penalty: 2456.178711
	Iteration 27Q: 3 clusters Score -186850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -186852.640625 Penalty: 2456.178711
	Iteration 28Q: 3 clusters Score -186852.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -186854.312500 Penalty: 2456.178711
	Iteration 29Q: 3 clusters Score -186854.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -186856.640625 Penalty: 2456.178711
	Iteration 30Q: 3 clusters Score -186856.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -186858.406250 Penalty: 2456.178711
	Iteration 31Q: 3 clusters Score -186858.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -186859.890625 Penalty: 2456.178711
	Iteration 32Q: 3 clusters Score -186859.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -186861.265625 Penalty: 2456.178711
	Iteration 33Q: 3 clusters Score -186861.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -186862.968750 Penalty: 2456.178711
	Iteration 34Q: 3 clusters Score -186863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -186868.046875 Penalty: 2456.178711
	Iteration 35Q: 3 clusters Score -186868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -186875.203125 Penalty: 2456.178711
	Iteration 36Q: 3 clusters Score -186875.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -186879.859375 Penalty: 2456.178711
	Iteration 37Q: 3 clusters Score -186879.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -186883.171875 Penalty: 2456.178711
	Iteration 38Q: 3 clusters Score -186883.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -186884.875000 Penalty: 2456.178711
	Iteration 39Q: 3 clusters Score -186884.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -186885.640625 Penalty: 2456.178711
	Iteration 40F: 3 clusters Score -186885.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -186886.484375 Penalty: 2456.178711
	Iteration 41Q: 3 clusters Score -186886.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -186887.453125 Penalty: 2456.178711
	Iteration 42Q: 3 clusters Score -186887.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -186887.937500 Penalty: 2456.178711
	Iteration 43Q: 3 clusters Score -186887.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -186887.937500 Penalty: 2456.178711
	Iteration 44F: 3 clusters Score -186887.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Entering Unmasked Estep 
Score: -2077365.125000 Penalty: 1585.204224
	Iteration 0F: 2 clusters Score -2077365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2065471.625000 Penalty: 3170.408447
	Iteration 0F: 3 clusters Score -2065472 nChanged 7723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -2069508.500000 Penalty: 3170.408447
	Iteration 1F: 3 clusters Score -2069508 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -2069765.250000 Penalty: 3170.408447
	Iteration 2Q: 3 clusters Score -2069765 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -2069994.125000 Penalty: 3170.408447
	Iteration 3Q: 3 clusters Score -2069994 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -2070277.125000 Penalty: 3170.408447
	Iteration 4Q: 3 clusters Score -2070277 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -2070632.375000 Penalty: 3170.408447
	Iteration 5Q: 3 clusters Score -2070632 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -2071149.750000 Penalty: 3170.408447
	Iteration 6F: 3 clusters Score -2071150 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -2071927.000000 Penalty: 3170.408447
	Iteration 7F: 3 clusters Score -2071927 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -2072877.000000 Penalty: 3170.408447
	Iteration 8F: 3 clusters Score -2072877 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -2073953.625000 Penalty: 3170.408447
	Iteration 9F: 3 clusters Score -2073954 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -2074855.500000 Penalty: 3170.408447
	Iteration 10F: 3 clusters Score -2074856 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -2075486.000000 Penalty: 3170.408447
	Iteration 11Q: 3 clusters Score -2075486 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -2075743.000000 Penalty: 3170.408447
	Iteration 12Q: 3 clusters Score -2075743 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -2075857.375000 Penalty: 3170.408447
	Iteration 13Q: 3 clusters Score -2075857 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -2075914.000000 Penalty: 3170.408447
	Iteration 14Q: 3 clusters Score -2075914 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -2075926.625000 Penalty: 3170.408447
	Iteration 15Q: 3 clusters Score -2075927 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -2075960.250000 Penalty: 3170.408447
	Iteration 16Q: 3 clusters Score -2075960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -2075963.625000 Penalty: 3170.408447
	Iteration 17Q: 3 clusters Score -2075964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -2075973.750000 Penalty: 3170.408447
	Iteration 18Q: 3 clusters Score -2075974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -2075981.500000 Penalty: 3170.408447
	Iteration 19Q: 3 clusters Score -2075982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -2075978.625000 Penalty: 3170.408447
	Iteration 20F: 3 clusters Score -2075979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -2075992.500000 Penalty: 3170.408447
	Iteration 21Q: 3 clusters Score -2075992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -2075992.250000 Penalty: 3170.408447
	Iteration 22Q: 3 clusters Score -2075992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -2075995.625000 Penalty: 3170.408447
	Iteration 23Q: 3 clusters Score -2075996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -2075996.500000 Penalty: 3170.408447
	Iteration 24Q: 3 clusters Score -2075996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -2075996.500000 Penalty: 3170.408447
	Iteration 25F: 3 clusters Score -2075996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Entering Unmasked Estep 
Score: -70902.031250 Penalty: 1062.212402
	Iteration 0F: 2 clusters Score -70902.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -69657.296875 Penalty: 2124.424805
	Iteration 0F: 3 clusters Score -69657.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -69897.164062 Penalty: 2124.424805
	Iteration 1F: 3 clusters Score -69897.16 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -70019.367188 Penalty: 2124.424805
	Iteration 2F: 3 clusters Score -70019.37 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -70114.820312 Penalty: 2124.424805
	Iteration 3F: 3 clusters Score -70114.82 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -70200.992188 Penalty: 2124.424805
	Iteration 4Q: 3 clusters Score -70200.99 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -70253.257812 Penalty: 2124.424805
	Iteration 5Q: 3 clusters Score -70253.26 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -70306.437500 Penalty: 2124.424805
	Iteration 6Q: 3 clusters Score -70306.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -70330.976562 Penalty: 2124.424805
	Iteration 7Q: 3 clusters Score -70330.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -70339.164062 Penalty: 2124.424805
	Iteration 8Q: 3 clusters Score -70339.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -70347.007812 Penalty: 2124.424805
	Iteration 9Q: 3 clusters Score -70347.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -70369.546875 Penalty: 2124.424805
	Iteration 10Q: 3 clusters Score -70369.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -70380.359375 Penalty: 2124.424805
	Iteration 11Q: 3 clusters Score -70380.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -70384.515625 Penalty: 2124.424805
	Iteration 12Q: 3 clusters Score -70384.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -70388.859375 Penalty: 2124.424805
	Iteration 13Q: 3 clusters Score -70388.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -70392.882812 Penalty: 2124.424805
	Iteration 14Q: 3 clusters Score -70392.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -70394.515625 Penalty: 2124.424805
	Iteration 15Q: 3 clusters Score -70394.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -70394.515625 Penalty: 2124.424805
	Iteration 16F: 3 clusters Score -70394.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -13953.337891 Penalty: 893.954468
	Iteration 0F: 2 clusters Score -13953.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -13228.261719 Penalty: 1787.908936
	Iteration 0F: 3 clusters Score -13228.26 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13390.281250 Penalty: 1787.908936
	Iteration 1F: 3 clusters Score -13390.28 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -13472.816406 Penalty: 1787.908936
	Iteration 2F: 3 clusters Score -13472.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -13530.132812 Penalty: 1787.908936
	Iteration 3F: 3 clusters Score -13530.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13546.080078 Penalty: 1787.908936
	Iteration 4Q: 3 clusters Score -13546.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -13550.780273 Penalty: 1787.908936
	Iteration 5Q: 3 clusters Score -13550.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -13552.468750 Penalty: 1787.908936
	Iteration 6Q: 3 clusters Score -13552.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -13553.746094 Penalty: 1787.908936
	Iteration 7Q: 3 clusters Score -13553.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -13554.374023 Penalty: 1787.908936
	Iteration 8Q: 3 clusters Score -13554.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -13554.374023 Penalty: 1787.908936
	Iteration 9F: 3 clusters Score -13554.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (109911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109911 members 
Entering Unmasked Estep 
Score: -13048017.000000 Penalty: 1886.206787
	Iteration 0F: 2 clusters Score -1.304802e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55092 members 
Mstep: Class 2 contains 54819 members 
Entering Unmasked Estep 
Score: -12978013.000000 Penalty: 3772.413574
	Iteration 0F: 3 clusters Score -1.297801e+07 nChanged 52467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55861 members 
Mstep: Class 2 contains 54050 members 
Entering Unmasked Estep 
Score: -13008727.000000 Penalty: 3772.413574
	Iteration 1F: 3 clusters Score -1.300873e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56521 members 
Mstep: Class 2 contains 53390 members 
Entering Unmasked Estep 
Score: -13009157.000000 Penalty: 3772.413574
	Iteration 2Q: 3 clusters Score -1.300916e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57565 members 
Mstep: Class 2 contains 52346 members 
Entering Unmasked Estep 
Score: -13009816.000000 Penalty: 3772.413574
	Iteration 3Q: 3 clusters Score -1.300982e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59122 members 
Mstep: Class 2 contains 50789 members 
Entering Unmasked Estep 
Score: -13010715.000000 Penalty: 3772.413574
	Iteration 4Q: 3 clusters Score -1.301072e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61332 members 
Mstep: Class 2 contains 48579 members 
Entering Unmasked Estep 
Score: -13011965.000000 Penalty: 3772.413574
	Iteration 5Q: 3 clusters Score -1.301196e+07 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64566 members 
Mstep: Class 2 contains 45345 members 
Entering Unmasked Estep 
Score: -13014014.000000 Penalty: 3772.413574
	Iteration 6Q: 3 clusters Score -1.301401e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68831 members 
Mstep: Class 2 contains 41080 members 
Entering Unmasked Estep 
Score: -13017427.000000 Penalty: 3772.413574
	Iteration 7F: 3 clusters Score -1.301743e+07 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73890 members 
Mstep: Class 2 contains 36021 members 
Entering Unmasked Estep 
Score: -13022195.000000 Penalty: 3772.413574
	Iteration 8F: 3 clusters Score -1.30222e+07 nChanged 7022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78470 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -13027260.000000 Penalty: 3772.413574
	Iteration 9F: 3 clusters Score -1.302726e+07 nChanged 6216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81610 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
Score: -13030873.000000 Penalty: 3772.413574
	Iteration 10F: 3 clusters Score -1.303087e+07 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83467 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -13033437.000000 Penalty: 3772.413574
	Iteration 11Q: 3 clusters Score -1.303344e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84967 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -13035083.000000 Penalty: 3772.413574
	Iteration 12Q: 3 clusters Score -1.303508e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86548 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -13036478.000000 Penalty: 3772.413574
	Iteration 13Q: 3 clusters Score -1.303648e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88269 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -13037910.000000 Penalty: 3772.413574
	Iteration 14Q: 3 clusters Score -1.303791e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90258 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -13039333.000000 Penalty: 3772.413574
	Iteration 15Q: 3 clusters Score -1.303933e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92581 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -13040694.000000 Penalty: 3772.413574
	Iteration 16Q: 3 clusters Score -1.304069e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94846 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -13041749.000000 Penalty: 3772.413574
	Iteration 17Q: 3 clusters Score -1.304175e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97024 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -13042719.000000 Penalty: 3772.413574
	Iteration 18Q: 3 clusters Score -1.304272e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99033 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -13043594.000000 Penalty: 3772.413574
	Iteration 19Q: 3 clusters Score -1.304359e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100750 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -13044282.000000 Penalty: 3772.413574
	Iteration 20F: 3 clusters Score -1.304428e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102167 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -13044646.000000 Penalty: 3772.413574
	Iteration 21Q: 3 clusters Score -1.304465e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103482 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -13044991.000000 Penalty: 3772.413574
	Iteration 22Q: 3 clusters Score -1.304499e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104600 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -13045220.000000 Penalty: 3772.413574
	Iteration 23Q: 3 clusters Score -1.304522e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105561 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -13045337.000000 Penalty: 3772.413574
	Iteration 24Q: 3 clusters Score -1.304534e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106280 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -13045361.000000 Penalty: 3772.413574
	Iteration 25Q: 3 clusters Score -1.304536e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106846 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -13045403.000000 Penalty: 3772.413574
	Iteration 26Q: 3 clusters Score -1.30454e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107307 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -13045512.000000 Penalty: 3772.413574
	Iteration 27Q: 3 clusters Score -1.304551e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107653 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -13045677.000000 Penalty: 3772.413574
	Iteration 28Q: 3 clusters Score -1.304568e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107911 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -13045726.000000 Penalty: 3772.413574
	Iteration 29Q: 3 clusters Score -1.304573e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108145 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -13045827.000000 Penalty: 3772.413574
	Iteration 30Q: 3 clusters Score -1.304583e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108358 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -13045977.000000 Penalty: 3772.413574
	Iteration 31Q: 3 clusters Score -1.304598e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108537 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -13046033.000000 Penalty: 3772.413574
	Iteration 32Q: 3 clusters Score -1.304603e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108679 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -13046115.000000 Penalty: 3772.413574
	Iteration 33Q: 3 clusters Score -1.304612e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108780 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -13046167.000000 Penalty: 3772.413574
	Iteration 34Q: 3 clusters Score -1.304617e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108866 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -13046170.000000 Penalty: 3772.413574
	Iteration 35Q: 3 clusters Score -1.304617e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108945 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -13046210.000000 Penalty: 3772.413574
	Iteration 36Q: 3 clusters Score -1.304621e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109011 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -13046235.000000 Penalty: 3772.413574
	Iteration 37Q: 3 clusters Score -1.304624e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109056 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -13046245.000000 Penalty: 3772.413574
	Iteration 38Q: 3 clusters Score -1.304624e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109097 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -13046251.000000 Penalty: 3772.413574
	Iteration 39Q: 3 clusters Score -1.304625e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109126 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -13046276.000000 Penalty: 3772.413574
	Iteration 40F: 3 clusters Score -1.304628e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109147 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -13046313.000000 Penalty: 3772.413574
	Iteration 41Q: 3 clusters Score -1.304631e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109165 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -13046325.000000 Penalty: 3772.413574
	Iteration 42Q: 3 clusters Score -1.304632e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109178 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -13046331.000000 Penalty: 3772.413574
	Iteration 43Q: 3 clusters Score -1.304633e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109184 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -13046334.000000 Penalty: 3772.413574
	Iteration 44Q: 3 clusters Score -1.304633e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109198 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -13046337.000000 Penalty: 3772.413574
	Iteration 45Q: 3 clusters Score -1.304634e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109216 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -13046331.000000 Penalty: 3772.413574
	Iteration 46Q: 3 clusters Score -1.304633e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109233 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -13046334.000000 Penalty: 3772.413574
	Iteration 47Q: 3 clusters Score -1.304633e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109251 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -13046361.000000 Penalty: 3772.413574
	Iteration 48Q: 3 clusters Score -1.304636e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109263 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -13046380.000000 Penalty: 3772.413574
	Iteration 49Q: 3 clusters Score -1.304638e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109268 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -13046374.000000 Penalty: 3772.413574
	Iteration 50Q: 3 clusters Score -1.304637e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109273 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -13046372.000000 Penalty: 3772.413574
	Iteration 51Q: 3 clusters Score -1.304637e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109284 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -13046384.000000 Penalty: 3772.413574
	Iteration 52Q: 3 clusters Score -1.304638e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109293 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -13046390.000000 Penalty: 3772.413574
	Iteration 53Q: 3 clusters Score -1.304639e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109301 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -13046393.000000 Penalty: 3772.413574
	Iteration 54Q: 3 clusters Score -1.304639e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109304 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -13046392.000000 Penalty: 3772.413574
	Iteration 55Q: 3 clusters Score -1.304639e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109309 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -13046398.000000 Penalty: 3772.413574
	Iteration 56Q: 3 clusters Score -1.30464e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109312 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -13046401.000000 Penalty: 3772.413574
	Iteration 57Q: 3 clusters Score -1.30464e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109317 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -13046392.000000 Penalty: 3772.413574
	Iteration 58Q: 3 clusters Score -1.304639e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109318 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -13046401.000000 Penalty: 3772.413574
	Iteration 59Q: 3 clusters Score -1.30464e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109318 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -13046401.000000 Penalty: 3772.413574
	Iteration 60F: 3 clusters Score -1.30464e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Entering Unmasked Estep 
Score: -56211.871094 Penalty: 1026.245728
	Iteration 0F: 2 clusters Score -56211.87 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 275 members 
Entering Unmasked Estep 
Score: -55132.843750 Penalty: 2052.491455
	Iteration 0F: 3 clusters Score -55132.84 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -55325.410156 Penalty: 2052.491455
	Iteration 1F: 3 clusters Score -55325.41 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -55367.339844 Penalty: 2052.491455
	Iteration 2Q: 3 clusters Score -55367.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -55389.875000 Penalty: 2052.491455
	Iteration 3Q: 3 clusters Score -55389.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -55402.687500 Penalty: 2052.491455
	Iteration 4Q: 3 clusters Score -55402.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -55408.214844 Penalty: 2052.491455
	Iteration 5Q: 3 clusters Score -55408.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -55408.742188 Penalty: 2052.491455
	Iteration 6Q: 3 clusters Score -55408.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -55408.742188 Penalty: 2052.491455
	Iteration 7F: 3 clusters Score -55408.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (37158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37158 members 
Entering Unmasked Estep 
Score: -4265552.500000 Penalty: 1709.976807
	Iteration 0F: 2 clusters Score -4265552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -4240604.500000 Penalty: 3419.953613
	Iteration 0F: 3 clusters Score -4240604 nChanged 17208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -4250337.000000 Penalty: 3419.953613
	Iteration 1F: 3 clusters Score -4250337 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -4250764.000000 Penalty: 3419.953613
	Iteration 2Q: 3 clusters Score -4250764 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -4251198.500000 Penalty: 3419.953613
	Iteration 3Q: 3 clusters Score -4251198 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -4251838.500000 Penalty: 3419.953613
	Iteration 4Q: 3 clusters Score -4251838 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -4252730.000000 Penalty: 3419.953613
	Iteration 5Q: 3 clusters Score -4252730 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -4254095.500000 Penalty: 3419.953613
	Iteration 6F: 3 clusters Score -4254096 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -4256004.000000 Penalty: 3419.953613
	Iteration 7F: 3 clusters Score -4256004 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -4258485.500000 Penalty: 3419.953613
	Iteration 8F: 3 clusters Score -4258486 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33627 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -4260842.500000 Penalty: 3419.953613
	Iteration 9F: 3 clusters Score -4260842 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -4262475.500000 Penalty: 3419.953613
	Iteration 10Q: 3 clusters Score -4262476 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36338 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -4263313.000000 Penalty: 3419.953613
	Iteration 11Q: 3 clusters Score -4263313 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36737 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4263695.000000 Penalty: 3419.953613
	Iteration 12Q: 3 clusters Score -4263695 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -4263896.000000 Penalty: 3419.953613
	Iteration 13Q: 3 clusters Score -4263896 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36942 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -4263977.500000 Penalty: 3419.953613
	Iteration 14Q: 3 clusters Score -4263978 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36964 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -4264022.500000 Penalty: 3419.953613
	Iteration 15Q: 3 clusters Score -4264022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36978 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -4264061.000000 Penalty: 3419.953613
	Iteration 16Q: 3 clusters Score -4264061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36980 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -4264070.500000 Penalty: 3419.953613
	Iteration 17Q: 3 clusters Score -4264070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36979 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -4264079.000000 Penalty: 3419.953613
	Iteration 18Q: 3 clusters Score -4264079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36981 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -4264082.000000 Penalty: 3419.953613
	Iteration 19Q: 3 clusters Score -4264082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36982 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -4264084.000000 Penalty: 3419.953613
	Iteration 20F: 3 clusters Score -4264084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36983 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -4264084.000000 Penalty: 3419.953613
	Iteration 21Q: 3 clusters Score -4264084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36984 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -4264088.500000 Penalty: 3419.953613
	Iteration 22Q: 3 clusters Score -4264088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36986 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -4264085.000000 Penalty: 3419.953613
	Iteration 23Q: 3 clusters Score -4264085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36986 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -4264085.000000 Penalty: 3419.953613
	Iteration 24F: 3 clusters Score -4264085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Entering Unmasked Estep 
Score: -1143467.500000 Penalty: 1493.563110
	Iteration 0F: 2 clusters Score -1143468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1136355.625000 Penalty: 2987.126221
	Iteration 0F: 3 clusters Score -1136356 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1138575.750000 Penalty: 2987.126221
	Iteration 1F: 3 clusters Score -1138576 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1138823.500000 Penalty: 2987.126221
	Iteration 2F: 3 clusters Score -1138824 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1139023.250000 Penalty: 2987.126221
	Iteration 3F: 3 clusters Score -1139023 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1139220.375000 Penalty: 2987.126221
	Iteration 4Q: 3 clusters Score -1139220 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1139447.250000 Penalty: 2987.126221
	Iteration 5Q: 3 clusters Score -1139447 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1139722.125000 Penalty: 2987.126221
	Iteration 6Q: 3 clusters Score -1139722 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1140083.750000 Penalty: 2987.126221
	Iteration 7F: 3 clusters Score -1140084 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1140570.125000 Penalty: 2987.126221
	Iteration 8F: 3 clusters Score -1140570 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1141105.000000 Penalty: 2987.126221
	Iteration 9F: 3 clusters Score -1141105 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1141565.625000 Penalty: 2987.126221
	Iteration 10F: 3 clusters Score -1141566 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1141858.625000 Penalty: 2987.126221
	Iteration 11Q: 3 clusters Score -1141859 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1142074.375000 Penalty: 2987.126221
	Iteration 12Q: 3 clusters Score -1142074 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1142195.250000 Penalty: 2987.126221
	Iteration 13Q: 3 clusters Score -1142195 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1142256.625000 Penalty: 2987.126221
	Iteration 14Q: 3 clusters Score -1142257 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1142272.875000 Penalty: 2987.126221
	Iteration 15Q: 3 clusters Score -1142273 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1142281.125000 Penalty: 2987.126221
	Iteration 16Q: 3 clusters Score -1142281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1142284.625000 Penalty: 2987.126221
	Iteration 17Q: 3 clusters Score -1142285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1142286.250000 Penalty: 2987.126221
	Iteration 18Q: 3 clusters Score -1142286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1142288.000000 Penalty: 2987.126221
	Iteration 19Q: 3 clusters Score -1142288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1142288.625000 Penalty: 2987.126221
	Iteration 20F: 3 clusters Score -1142289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1142290.125000 Penalty: 2987.126221
	Iteration 21Q: 3 clusters Score -1142290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1142292.375000 Penalty: 2987.126221
	Iteration 22Q: 3 clusters Score -1142292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1142295.000000 Penalty: 2987.126221
	Iteration 23Q: 3 clusters Score -1142295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1142295.750000 Penalty: 2987.126221
	Iteration 24Q: 3 clusters Score -1142296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1142296.625000 Penalty: 2987.126221
	Iteration 25Q: 3 clusters Score -1142297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1142298.375000 Penalty: 2987.126221
	Iteration 26Q: 3 clusters Score -1142298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1142300.125000 Penalty: 2987.126221
	Iteration 27Q: 3 clusters Score -1142300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1142302.375000 Penalty: 2987.126221
	Iteration 28Q: 3 clusters Score -1142302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1142303.500000 Penalty: 2987.126221
	Iteration 29Q: 3 clusters Score -1142304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1142306.625000 Penalty: 2987.126221
	Iteration 30Q: 3 clusters Score -1142307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1142308.125000 Penalty: 2987.126221
	Iteration 31Q: 3 clusters Score -1142308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1142310.000000 Penalty: 2987.126221
	Iteration 32Q: 3 clusters Score -1142310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1142311.375000 Penalty: 2987.126221
	Iteration 33Q: 3 clusters Score -1142311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1142316.000000 Penalty: 2987.126221
	Iteration 34Q: 3 clusters Score -1142316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1142319.125000 Penalty: 2987.126221
	Iteration 35Q: 3 clusters Score -1142319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1142319.375000 Penalty: 2987.126221
	Iteration 36Q: 3 clusters Score -1142319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1142320.375000 Penalty: 2987.126221
	Iteration 37Q: 3 clusters Score -1142320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1142320.750000 Penalty: 2987.126221
	Iteration 38Q: 3 clusters Score -1142321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1142320.750000 Penalty: 2987.126221
	Iteration 39F: 3 clusters Score -1142321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (100237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100237 members 
Entering Unmasked Estep 
Score: -11739702.000000 Penalty: 1871.235107
	Iteration 0F: 2 clusters Score -1.17397e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50278 members 
Mstep: Class 2 contains 49959 members 
Entering Unmasked Estep 
Score: -11673718.000000 Penalty: 3742.470215
	Iteration 0F: 3 clusters Score -1.167372e+07 nChanged 47954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51876 members 
Mstep: Class 2 contains 48361 members 
Entering Unmasked Estep 
Score: -11701141.000000 Penalty: 3742.470215
	Iteration 1F: 3 clusters Score -1.170114e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53005 members 
Mstep: Class 2 contains 47232 members 
Entering Unmasked Estep 
Score: -11701654.000000 Penalty: 3742.470215
	Iteration 2Q: 3 clusters Score -1.170165e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54666 members 
Mstep: Class 2 contains 45571 members 
Entering Unmasked Estep 
Score: -11702371.000000 Penalty: 3742.470215
	Iteration 3Q: 3 clusters Score -1.170237e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57192 members 
Mstep: Class 2 contains 43045 members 
Entering Unmasked Estep 
Score: -11703357.000000 Penalty: 3742.470215
	Iteration 4Q: 3 clusters Score -1.170336e+07 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60926 members 
Mstep: Class 2 contains 39311 members 
Entering Unmasked Estep 
Score: -11705061.000000 Penalty: 3742.470215
	Iteration 5Q: 3 clusters Score -1.170506e+07 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66154 members 
Mstep: Class 2 contains 34083 members 
Entering Unmasked Estep 
Score: -11708028.000000 Penalty: 3742.470215
	Iteration 6F: 3 clusters Score -1.170803e+07 nChanged 7110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73172 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -11713629.000000 Penalty: 3742.470215
	Iteration 7F: 3 clusters Score -1.171363e+07 nChanged 7999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81135 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -11720884.000000 Penalty: 3742.470215
	Iteration 8F: 3 clusters Score -1.172088e+07 nChanged 7065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88184 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -11728362.000000 Penalty: 3742.470215
	Iteration 9F: 3 clusters Score -1.172836e+07 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93207 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -11733175.000000 Penalty: 3742.470215
	Iteration 10F: 3 clusters Score -1.173318e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96135 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -11735691.000000 Penalty: 3742.470215
	Iteration 11Q: 3 clusters Score -1.173569e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97711 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -11736976.000000 Penalty: 3742.470215
	Iteration 12Q: 3 clusters Score -1.173698e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98533 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -11737521.000000 Penalty: 3742.470215
	Iteration 13Q: 3 clusters Score -1.173752e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98968 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -11737806.000000 Penalty: 3742.470215
	Iteration 14Q: 3 clusters Score -1.173781e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99201 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -11737917.000000 Penalty: 3742.470215
	Iteration 15Q: 3 clusters Score -1.173792e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99353 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -11738010.000000 Penalty: 3742.470215
	Iteration 16Q: 3 clusters Score -1.173801e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99452 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -11738063.000000 Penalty: 3742.470215
	Iteration 17Q: 3 clusters Score -1.173806e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99513 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -11738110.000000 Penalty: 3742.470215
	Iteration 18Q: 3 clusters Score -1.173811e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99554 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -11738139.000000 Penalty: 3742.470215
	Iteration 19Q: 3 clusters Score -1.173814e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99579 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -11738181.000000 Penalty: 3742.470215
	Iteration 20F: 3 clusters Score -1.173818e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99604 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -11738187.000000 Penalty: 3742.470215
	Iteration 21Q: 3 clusters Score -1.173819e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99618 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -11738193.000000 Penalty: 3742.470215
	Iteration 22Q: 3 clusters Score -1.173819e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99628 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -11738213.000000 Penalty: 3742.470215
	Iteration 23Q: 3 clusters Score -1.173821e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99645 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -11738208.000000 Penalty: 3742.470215
	Iteration 24Q: 3 clusters Score -1.173821e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99652 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -11738214.000000 Penalty: 3742.470215
	Iteration 25Q: 3 clusters Score -1.173821e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99663 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -11738224.000000 Penalty: 3742.470215
	Iteration 26Q: 3 clusters Score -1.173822e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99676 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -11738227.000000 Penalty: 3742.470215
	Iteration 27Q: 3 clusters Score -1.173823e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99693 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -11738231.000000 Penalty: 3742.470215
	Iteration 28Q: 3 clusters Score -1.173823e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99699 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -11738238.000000 Penalty: 3742.470215
	Iteration 29Q: 3 clusters Score -1.173824e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99705 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -11738234.000000 Penalty: 3742.470215
	Iteration 30Q: 3 clusters Score -1.173823e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99708 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -11738230.000000 Penalty: 3742.470215
	Iteration 31Q: 3 clusters Score -1.173823e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99709 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -11738227.000000 Penalty: 3742.470215
	Iteration 32Q: 3 clusters Score -1.173823e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99712 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -11738242.000000 Penalty: 3742.470215
	Iteration 33Q: 3 clusters Score -1.173824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99712 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -11738247.000000 Penalty: 3742.470215
	Iteration 34Q: 3 clusters Score -1.173825e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99714 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -11738241.000000 Penalty: 3742.470215
	Iteration 35Q: 3 clusters Score -1.173824e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99715 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -11738244.000000 Penalty: 3742.470215
	Iteration 36Q: 3 clusters Score -1.173824e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99716 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -11738246.000000 Penalty: 3742.470215
	Iteration 37Q: 3 clusters Score -1.173825e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99716 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -11738246.000000 Penalty: 3742.470215
	Iteration 38F: 3 clusters Score -1.173825e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (84150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84150 members 
Entering Unmasked Estep 
Score: -10023024.000000 Penalty: 1842.807861
	Iteration 0F: 2 clusters Score -1.002302e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42187 members 
Mstep: Class 2 contains 41963 members 
Entering Unmasked Estep 
Score: -9967485.000000 Penalty: 3685.615723
	Iteration 0F: 3 clusters Score -9967485 nChanged 40045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43352 members 
Mstep: Class 2 contains 40798 members 
Entering Unmasked Estep 
Score: -9990096.000000 Penalty: 3685.615723
	Iteration 1F: 3 clusters Score -9990096 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44079 members 
Mstep: Class 2 contains 40071 members 
Entering Unmasked Estep 
Score: -9990907.000000 Penalty: 3685.615723
	Iteration 2Q: 3 clusters Score -9990907 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45220 members 
Mstep: Class 2 contains 38930 members 
Entering Unmasked Estep 
Score: -9992048.000000 Penalty: 3685.615723
	Iteration 3Q: 3 clusters Score -9992048 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46949 members 
Mstep: Class 2 contains 37201 members 
Entering Unmasked Estep 
Score: -9993657.000000 Penalty: 3685.615723
	Iteration 4Q: 3 clusters Score -9993657 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49432 members 
Mstep: Class 2 contains 34718 members 
Entering Unmasked Estep 
Score: -9996175.000000 Penalty: 3685.615723
	Iteration 5F: 3 clusters Score -9996175 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52936 members 
Mstep: Class 2 contains 31214 members 
Entering Unmasked Estep 
Score: -9999754.000000 Penalty: 3685.615723
	Iteration 6F: 3 clusters Score -9999754 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57034 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -10004307.000000 Penalty: 3685.615723
	Iteration 7F: 3 clusters Score -1.000431e+07 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60960 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -10008747.000000 Penalty: 3685.615723
	Iteration 8F: 3 clusters Score -1.000875e+07 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64187 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -10012027.000000 Penalty: 3685.615723
	Iteration 9F: 3 clusters Score -1.001203e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66709 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -10013980.000000 Penalty: 3685.615723
	Iteration 10Q: 3 clusters Score -1.001398e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68833 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -10015243.000000 Penalty: 3685.615723
	Iteration 11Q: 3 clusters Score -1.001524e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70832 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -10016447.000000 Penalty: 3685.615723
	Iteration 12Q: 3 clusters Score -1.001645e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72695 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -10017569.000000 Penalty: 3685.615723
	Iteration 13Q: 3 clusters Score -1.001757e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74409 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -10018624.000000 Penalty: 3685.615723
	Iteration 14Q: 3 clusters Score -1.001862e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75874 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -10019413.000000 Penalty: 3685.615723
	Iteration 15Q: 3 clusters Score -1.001941e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77101 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -10020110.000000 Penalty: 3685.615723
	Iteration 16Q: 3 clusters Score -1.002011e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78113 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -10020733.000000 Penalty: 3685.615723
	Iteration 17Q: 3 clusters Score -1.002073e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78910 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -10021148.000000 Penalty: 3685.615723
	Iteration 18Q: 3 clusters Score -1.002115e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79528 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -10021401.000000 Penalty: 3685.615723
	Iteration 19Q: 3 clusters Score -1.00214e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80023 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -10021594.000000 Penalty: 3685.615723
	Iteration 20F: 3 clusters Score -1.002159e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80409 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -10021742.000000 Penalty: 3685.615723
	Iteration 21Q: 3 clusters Score -1.002174e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80725 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -10021843.000000 Penalty: 3685.615723
	Iteration 22Q: 3 clusters Score -1.002184e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80990 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -10021901.000000 Penalty: 3685.615723
	Iteration 23Q: 3 clusters Score -1.00219e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81214 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -10021947.000000 Penalty: 3685.615723
	Iteration 24Q: 3 clusters Score -1.002195e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81380 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -10022004.000000 Penalty: 3685.615723
	Iteration 25Q: 3 clusters Score -1.0022e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81507 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -10022004.000000 Penalty: 3685.615723
	Iteration 26Q: 3 clusters Score -1.0022e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81610 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -10022041.000000 Penalty: 3685.615723
	Iteration 27Q: 3 clusters Score -1.002204e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81693 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -10022071.000000 Penalty: 3685.615723
	Iteration 28Q: 3 clusters Score -1.002207e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81765 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -10022078.000000 Penalty: 3685.615723
	Iteration 29Q: 3 clusters Score -1.002208e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81836 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -10022088.000000 Penalty: 3685.615723
	Iteration 30Q: 3 clusters Score -1.002209e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81880 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -10022094.000000 Penalty: 3685.615723
	Iteration 31Q: 3 clusters Score -1.002209e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81923 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -10022084.000000 Penalty: 3685.615723
	Iteration 32Q: 3 clusters Score -1.002208e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81964 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -10022091.000000 Penalty: 3685.615723
	Iteration 33Q: 3 clusters Score -1.002209e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81990 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -10022095.000000 Penalty: 3685.615723
	Iteration 34Q: 3 clusters Score -1.00221e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82015 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -10022097.000000 Penalty: 3685.615723
	Iteration 35Q: 3 clusters Score -1.00221e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82046 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -10022113.000000 Penalty: 3685.615723
	Iteration 36Q: 3 clusters Score -1.002211e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82077 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -10022124.000000 Penalty: 3685.615723
	Iteration 37Q: 3 clusters Score -1.002212e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82105 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -10022123.000000 Penalty: 3685.615723
	Iteration 38Q: 3 clusters Score -1.002212e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82134 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -10022125.000000 Penalty: 3685.615723
	Iteration 39Q: 3 clusters Score -1.002212e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82160 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -10022133.000000 Penalty: 3685.615723
	Iteration 40F: 3 clusters Score -1.002213e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82186 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -10022144.000000 Penalty: 3685.615723
	Iteration 41Q: 3 clusters Score -1.002214e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82212 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -10022147.000000 Penalty: 3685.615723
	Iteration 42Q: 3 clusters Score -1.002215e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82225 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -10022156.000000 Penalty: 3685.615723
	Iteration 43Q: 3 clusters Score -1.002216e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82236 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -10022173.000000 Penalty: 3685.615723
	Iteration 44Q: 3 clusters Score -1.002217e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82252 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -10022170.000000 Penalty: 3685.615723
	Iteration 45Q: 3 clusters Score -1.002217e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82267 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -10022182.000000 Penalty: 3685.615723
	Iteration 46Q: 3 clusters Score -1.002218e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82278 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -10022175.000000 Penalty: 3685.615723
	Iteration 47Q: 3 clusters Score -1.002218e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82285 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -10022173.000000 Penalty: 3685.615723
	Iteration 48Q: 3 clusters Score -1.002217e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82289 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -10022173.000000 Penalty: 3685.615723
	Iteration 49Q: 3 clusters Score -1.002217e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82292 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -10022165.000000 Penalty: 3685.615723
	Iteration 50Q: 3 clusters Score -1.002216e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82293 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -10022163.000000 Penalty: 3685.615723
	Iteration 51Q: 3 clusters Score -1.002216e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82295 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -10022164.000000 Penalty: 3685.615723
	Iteration 52Q: 3 clusters Score -1.002216e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82297 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -10022157.000000 Penalty: 3685.615723
	Iteration 53Q: 3 clusters Score -1.002216e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82298 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -10022156.000000 Penalty: 3685.615723
	Iteration 54Q: 3 clusters Score -1.002216e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82299 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -10022155.000000 Penalty: 3685.615723
	Iteration 55Q: 3 clusters Score -1.002216e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82299 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -10022155.000000 Penalty: 3685.615723
	Iteration 56F: 3 clusters Score -1.002216e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (28370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28370 members 
Entering Unmasked Estep 
Score: -3126801.000000 Penalty: 1666.126831
	Iteration 0F: 2 clusters Score -3126801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -3107619.500000 Penalty: 3332.253662
	Iteration 0F: 3 clusters Score -3107620 nChanged 13015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -3115059.000000 Penalty: 3332.253662
	Iteration 1F: 3 clusters Score -3115059 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -3115600.500000 Penalty: 3332.253662
	Iteration 2F: 3 clusters Score -3115600 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -3116214.500000 Penalty: 3332.253662
	Iteration 3Q: 3 clusters Score -3116214 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -3116908.500000 Penalty: 3332.253662
	Iteration 4Q: 3 clusters Score -3116908 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -3117694.000000 Penalty: 3332.253662
	Iteration 5F: 3 clusters Score -3117694 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -3118593.750000 Penalty: 3332.253662
	Iteration 6F: 3 clusters Score -3118594 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -3119525.750000 Penalty: 3332.253662
	Iteration 7F: 3 clusters Score -3119526 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -3120498.250000 Penalty: 3332.253662
	Iteration 8F: 3 clusters Score -3120498 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -3121436.750000 Penalty: 3332.253662
	Iteration 9Q: 3 clusters Score -3121437 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -3122140.750000 Penalty: 3332.253662
	Iteration 10Q: 3 clusters Score -3122141 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -3122740.250000 Penalty: 3332.253662
	Iteration 11Q: 3 clusters Score -3122740 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -3123207.500000 Penalty: 3332.253662
	Iteration 12Q: 3 clusters Score -3123208 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
Score: -3123557.250000 Penalty: 3332.253662
	Iteration 13Q: 3 clusters Score -3123557 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -3123844.000000 Penalty: 3332.253662
	Iteration 14Q: 3 clusters Score -3123844 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -3124074.750000 Penalty: 3332.253662
	Iteration 15Q: 3 clusters Score -3124075 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -3124242.000000 Penalty: 3332.253662
	Iteration 16Q: 3 clusters Score -3124242 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -3124384.750000 Penalty: 3332.253662
	Iteration 17Q: 3 clusters Score -3124385 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -3124540.750000 Penalty: 3332.253662
	Iteration 18Q: 3 clusters Score -3124541 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
Score: -3124664.750000 Penalty: 3332.253662
	Iteration 19Q: 3 clusters Score -3124665 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 26879 members 
Entering Unmasked Estep 
Score: -3124795.750000 Penalty: 3332.253662
	Iteration 20F: 3 clusters Score -3124796 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -3124900.250000 Penalty: 3332.253662
	Iteration 21Q: 3 clusters Score -3124900 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 27236 members 
Entering Unmasked Estep 
Score: -3124994.000000 Penalty: 3332.253662
	Iteration 22Q: 3 clusters Score -3124994 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -3125083.250000 Penalty: 3332.253662
	Iteration 23Q: 3 clusters Score -3125083 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -3125152.250000 Penalty: 3332.253662
	Iteration 24Q: 3 clusters Score -3125152 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -3125202.750000 Penalty: 3332.253662
	Iteration 25Q: 3 clusters Score -3125203 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 27650 members 
Entering Unmasked Estep 
Score: -3125257.500000 Penalty: 3332.253662
	Iteration 26Q: 3 clusters Score -3125258 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -3125305.000000 Penalty: 3332.253662
	Iteration 27Q: 3 clusters Score -3125305 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -3125333.500000 Penalty: 3332.253662
	Iteration 28Q: 3 clusters Score -3125334 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -3125352.250000 Penalty: 3332.253662
	Iteration 29Q: 3 clusters Score -3125352 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 27824 members 
Entering Unmasked Estep 
Score: -3125372.250000 Penalty: 3332.253662
	Iteration 30Q: 3 clusters Score -3125372 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -3125386.500000 Penalty: 3332.253662
	Iteration 31Q: 3 clusters Score -3125386 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -3125400.250000 Penalty: 3332.253662
	Iteration 32Q: 3 clusters Score -3125400 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 27885 members 
Entering Unmasked Estep 
Score: -3125422.750000 Penalty: 3332.253662
	Iteration 33Q: 3 clusters Score -3125423 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -3125435.500000 Penalty: 3332.253662
	Iteration 34Q: 3 clusters Score -3125436 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -3125444.750000 Penalty: 3332.253662
	Iteration 35Q: 3 clusters Score -3125445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -3125451.000000 Penalty: 3332.253662
	Iteration 36Q: 3 clusters Score -3125451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 27929 members 
Entering Unmasked Estep 
Score: -3125450.750000 Penalty: 3332.253662
	Iteration 37Q: 3 clusters Score -3125451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -3125447.250000 Penalty: 3332.253662
	Iteration 38Q: 3 clusters Score -3125447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 27933 members 
Entering Unmasked Estep 
Score: -3125448.500000 Penalty: 3332.253662
	Iteration 39Q: 3 clusters Score -3125448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -3125452.500000 Penalty: 3332.253662
	Iteration 40F: 3 clusters Score -3125452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -3125454.000000 Penalty: 3332.253662
	Iteration 41Q: 3 clusters Score -3125454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -3125453.000000 Penalty: 3332.253662
	Iteration 42Q: 3 clusters Score -3125453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -3125454.250000 Penalty: 3332.253662
	Iteration 43Q: 3 clusters Score -3125454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 27948 members 
Entering Unmasked Estep 
Score: -3125456.750000 Penalty: 3332.253662
	Iteration 44Q: 3 clusters Score -3125457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 27954 members 
Entering Unmasked Estep 
Score: -3125459.250000 Penalty: 3332.253662
	Iteration 45Q: 3 clusters Score -3125459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 27957 members 
Entering Unmasked Estep 
Score: -3125460.000000 Penalty: 3332.253662
	Iteration 46Q: 3 clusters Score -3125460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 27958 members 
Entering Unmasked Estep 
Score: -3125458.000000 Penalty: 3332.253662
	Iteration 47Q: 3 clusters Score -3125458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -3125457.250000 Penalty: 3332.253662
	Iteration 48Q: 3 clusters Score -3125457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -3125457.250000 Penalty: 3332.253662
	Iteration 49F: 3 clusters Score -3125457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -82950.687500 Penalty: 1104.665283
	Iteration 0F: 2 clusters Score -82950.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -81645.632812 Penalty: 2209.330566
	Iteration 0F: 3 clusters Score -81645.63 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -82061.296875 Penalty: 2209.330566
	Iteration 1F: 3 clusters Score -82061.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -82253.703125 Penalty: 2209.330566
	Iteration 2F: 3 clusters Score -82253.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -82395.273438 Penalty: 2209.330566
	Iteration 3F: 3 clusters Score -82395.27 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -82478.117188 Penalty: 2209.330566
	Iteration 4Q: 3 clusters Score -82478.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -82529.890625 Penalty: 2209.330566
	Iteration 5Q: 3 clusters Score -82529.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -82577.601562 Penalty: 2209.330566
	Iteration 6Q: 3 clusters Score -82577.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -82593.375000 Penalty: 2209.330566
	Iteration 7Q: 3 clusters Score -82593.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -82602.234375 Penalty: 2209.330566
	Iteration 8Q: 3 clusters Score -82602.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -82608.281250 Penalty: 2209.330566
	Iteration 9Q: 3 clusters Score -82608.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -82610.695312 Penalty: 2209.330566
	Iteration 10Q: 3 clusters Score -82610.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -82612.578125 Penalty: 2209.330566
	Iteration 11Q: 3 clusters Score -82612.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -82615.398438 Penalty: 2209.330566
	Iteration 12Q: 3 clusters Score -82615.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -82616.367188 Penalty: 2209.330566
	Iteration 13Q: 3 clusters Score -82616.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -82616.367188 Penalty: 2209.330566
	Iteration 14F: 3 clusters Score -82616.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -82694.515625 Penalty: 1090.063721
	Iteration 0F: 2 clusters Score -82694.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -81432.539062 Penalty: 2180.127441
	Iteration 0F: 3 clusters Score -81432.54 nChanged 242
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: -81718.359375 Penalty: 2180.127441
	Iteration 1F: 3 clusters Score -81718.36 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -81810.601562 Penalty: 2180.127441
	Iteration 2F: 3 clusters Score -81810.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -81877.960938 Penalty: 2180.127441
	Iteration 3F: 3 clusters Score -81877.96 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -81919.085938 Penalty: 2180.127441
	Iteration 4Q: 3 clusters Score -81919.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -81942.109375 Penalty: 2180.127441
	Iteration 5Q: 3 clusters Score -81942.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -81963.812500 Penalty: 2180.127441
	Iteration 6Q: 3 clusters Score -81963.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -81976.960938 Penalty: 2180.127441
	Iteration 7Q: 3 clusters Score -81976.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -81992.765625 Penalty: 2180.127441
	Iteration 8Q: 3 clusters Score -81992.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -82003.335938 Penalty: 2180.127441
	Iteration 9Q: 3 clusters Score -82003.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -82016.976562 Penalty: 2180.127441
	Iteration 10Q: 3 clusters Score -82016.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -82026.773438 Penalty: 2180.127441
	Iteration 11Q: 3 clusters Score -82026.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -82046.750000 Penalty: 2180.127441
	Iteration 12Q: 3 clusters Score -82046.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -82052.414062 Penalty: 2180.127441
	Iteration 13Q: 3 clusters Score -82052.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -82060.101562 Penalty: 2180.127441
	Iteration 14Q: 3 clusters Score -82060.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -82066.343750 Penalty: 2180.127441
	Iteration 15Q: 3 clusters Score -82066.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -82072.210938 Penalty: 2180.127441
	Iteration 16Q: 3 clusters Score -82072.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -82074.234375 Penalty: 2180.127441
	Iteration 17Q: 3 clusters Score -82074.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -82082.851562 Penalty: 2180.127441
	Iteration 18Q: 3 clusters Score -82082.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -82089.453125 Penalty: 2180.127441
	Iteration 19Q: 3 clusters Score -82089.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -82092.367188 Penalty: 2180.127441
	Iteration 20F: 3 clusters Score -82092.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -82092.992188 Penalty: 2180.127441
	Iteration 21Q: 3 clusters Score -82092.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -82093.617188 Penalty: 2180.127441
	Iteration 22Q: 3 clusters Score -82093.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -82094.375000 Penalty: 2180.127441
	Iteration 23Q: 3 clusters Score -82094.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -82094.375000 Penalty: 2180.127441
	Iteration 24F: 3 clusters Score -82094.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -279615.906250 Penalty: 1277.091919
	Iteration 0F: 2 clusters Score -279615.9 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 1277 members 
Entering Unmasked Estep 
Score: -277173.218750 Penalty: 2554.183838
	Iteration 0F: 3 clusters Score -277173.2 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -277725.000000 Penalty: 2554.183838
	Iteration 1F: 3 clusters Score -277725 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -277874.312500 Penalty: 2554.183838
	Iteration 2F: 3 clusters Score -277874.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -277994.531250 Penalty: 2554.183838
	Iteration 3F: 3 clusters Score -277994.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -278089.906250 Penalty: 2554.183838
	Iteration 4F: 3 clusters Score -278089.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -278167.125000 Penalty: 2554.183838
	Iteration 5Q: 3 clusters Score -278167.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -278225.031250 Penalty: 2554.183838
	Iteration 6Q: 3 clusters Score -278225 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -278285.406250 Penalty: 2554.183838
	Iteration 7Q: 3 clusters Score -278285.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -278350.906250 Penalty: 2554.183838
	Iteration 8Q: 3 clusters Score -278350.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -278397.687500 Penalty: 2554.183838
	Iteration 9Q: 3 clusters Score -278397.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -278434.281250 Penalty: 2554.183838
	Iteration 10Q: 3 clusters Score -278434.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -278462.968750 Penalty: 2554.183838
	Iteration 11Q: 3 clusters Score -278463 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -278482.625000 Penalty: 2554.183838
	Iteration 12Q: 3 clusters Score -278482.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -278501.187500 Penalty: 2554.183838
	Iteration 13Q: 3 clusters Score -278501.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -278516.687500 Penalty: 2554.183838
	Iteration 14Q: 3 clusters Score -278516.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -278528.156250 Penalty: 2554.183838
	Iteration 15Q: 3 clusters Score -278528.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -278538.937500 Penalty: 2554.183838
	Iteration 16Q: 3 clusters Score -278538.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -278543.875000 Penalty: 2554.183838
	Iteration 17Q: 3 clusters Score -278543.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -278546.375000 Penalty: 2554.183838
	Iteration 18Q: 3 clusters Score -278546.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -278552.218750 Penalty: 2554.183838
	Iteration 19Q: 3 clusters Score -278552.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -278557.312500 Penalty: 2554.183838
	Iteration 20F: 3 clusters Score -278557.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -278564.250000 Penalty: 2554.183838
	Iteration 21Q: 3 clusters Score -278564.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -278571.125000 Penalty: 2554.183838
	Iteration 22Q: 3 clusters Score -278571.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -278573.718750 Penalty: 2554.183838
	Iteration 23Q: 3 clusters Score -278573.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -278575.156250 Penalty: 2554.183838
	Iteration 24Q: 3 clusters Score -278575.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -278574.968750 Penalty: 2554.183838
	Iteration 25Q: 3 clusters Score -278575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -278575.812500 Penalty: 2554.183838
	Iteration 26Q: 3 clusters Score -278575.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -278577.281250 Penalty: 2554.183838
	Iteration 27Q: 3 clusters Score -278577.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -278577.812500 Penalty: 2554.183838
	Iteration 28Q: 3 clusters Score -278577.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -278579.687500 Penalty: 2554.183838
	Iteration 29Q: 3 clusters Score -278579.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -278581.656250 Penalty: 2554.183838
	Iteration 30Q: 3 clusters Score -278581.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -278583.187500 Penalty: 2554.183838
	Iteration 31Q: 3 clusters Score -278583.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -278584.312500 Penalty: 2554.183838
	Iteration 32Q: 3 clusters Score -278584.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -278584.406250 Penalty: 2554.183838
	Iteration 33Q: 3 clusters Score -278584.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -278584.843750 Penalty: 2554.183838
	Iteration 34Q: 3 clusters Score -278584.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -278586.312500 Penalty: 2554.183838
	Iteration 35Q: 3 clusters Score -278586.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -278587.468750 Penalty: 2554.183838
	Iteration 36Q: 3 clusters Score -278587.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -278589.281250 Penalty: 2554.183838
	Iteration 37Q: 3 clusters Score -278589.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -278589.687500 Penalty: 2554.183838
	Iteration 38Q: 3 clusters Score -278589.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -278590.468750 Penalty: 2554.183838
	Iteration 39Q: 3 clusters Score -278590.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -278591.562500 Penalty: 2554.183838
	Iteration 40F: 3 clusters Score -278591.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -278592.937500 Penalty: 2554.183838
	Iteration 41Q: 3 clusters Score -278592.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -278593.343750 Penalty: 2554.183838
	Iteration 42Q: 3 clusters Score -278593.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -278594.875000 Penalty: 2554.183838
	Iteration 43Q: 3 clusters Score -278594.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -278595.281250 Penalty: 2554.183838
	Iteration 44Q: 3 clusters Score -278595.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -278596.000000 Penalty: 2554.183838
	Iteration 45Q: 3 clusters Score -278596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -278596.968750 Penalty: 2554.183838
	Iteration 46Q: 3 clusters Score -278597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -278596.968750 Penalty: 2554.183838
	Iteration 47F: 3 clusters Score -278597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (55662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55662 members 
Entering Unmasked Estep 
Score: -6650504.000000 Penalty: 1775.645996
	Iteration 0F: 2 clusters Score -6650504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -6613376.000000 Penalty: 3551.291992
	Iteration 0F: 3 clusters Score -6613376 nChanged 26357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -6628272.500000 Penalty: 3551.291992
	Iteration 1F: 3 clusters Score -6628272 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -6628661.500000 Penalty: 3551.291992
	Iteration 2Q: 3 clusters Score -6628662 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 28943 members 
Entering Unmasked Estep 
Score: -6629022.000000 Penalty: 3551.291992
	Iteration 3Q: 3 clusters Score -6629022 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 29714 members 
Entering Unmasked Estep 
Score: -6629435.500000 Penalty: 3551.291992
	Iteration 4Q: 3 clusters Score -6629436 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
Score: -6629932.000000 Penalty: 3551.291992
	Iteration 5Q: 3 clusters Score -6629932 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 32632 members 
Entering Unmasked Estep 
Score: -6630648.000000 Penalty: 3551.291992
	Iteration 6Q: 3 clusters Score -6630648 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 35107 members 
Entering Unmasked Estep 
Score: -6631884.000000 Penalty: 3551.291992
	Iteration 7Q: 3 clusters Score -6631884 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
Score: -6633927.500000 Penalty: 3551.291992
	Iteration 8F: 3 clusters Score -6633928 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 42803 members 
Entering Unmasked Estep 
Score: -6637229.500000 Penalty: 3551.291992
	Iteration 9F: 3 clusters Score -6637230 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 47714 members 
Entering Unmasked Estep 
Score: -6641716.000000 Penalty: 3551.291992
	Iteration 10F: 3 clusters Score -6641716 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 51840 members 
Entering Unmasked Estep 
Score: -6645619.000000 Penalty: 3551.291992
	Iteration 11F: 3 clusters Score -6645619 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 54244 members 
Entering Unmasked Estep 
Score: -6647699.500000 Penalty: 3551.291992
	Iteration 12Q: 3 clusters Score -6647700 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 55171 members 
Entering Unmasked Estep 
Score: -6648491.000000 Penalty: 3551.291992
	Iteration 13Q: 3 clusters Score -6648491 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 55423 members 
Entering Unmasked Estep 
Score: -6648750.500000 Penalty: 3551.291992
	Iteration 14Q: 3 clusters Score -6648750 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 55499 members 
Entering Unmasked Estep 
Score: -6648893.000000 Penalty: 3551.291992
	Iteration 15Q: 3 clusters Score -6648893 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 55526 members 
Entering Unmasked Estep 
Score: -6648950.500000 Penalty: 3551.291992
	Iteration 16Q: 3 clusters Score -6648950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 55534 members 
Entering Unmasked Estep 
Score: -6648961.000000 Penalty: 3551.291992
	Iteration 17Q: 3 clusters Score -6648961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 55538 members 
Entering Unmasked Estep 
Score: -6648956.500000 Penalty: 3551.291992
	Iteration 18Q: 3 clusters Score -6648956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 55539 members 
Entering Unmasked Estep 
Score: -6648965.500000 Penalty: 3551.291992
	Iteration 19Q: 3 clusters Score -6648966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 55540 members 
Entering Unmasked Estep 
Score: -6648963.500000 Penalty: 3551.291992
	Iteration 20F: 3 clusters Score -6648964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 55541 members 
Entering Unmasked Estep 
Score: -6648956.500000 Penalty: 3551.291992
	Iteration 21Q: 3 clusters Score -6648956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 55541 members 
Entering Unmasked Estep 
Score: -6648959.000000 Penalty: 3551.291992
	Iteration 22Q: 3 clusters Score -6648959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 55543 members 
Entering Unmasked Estep 
Score: -6648964.500000 Penalty: 3551.291992
	Iteration 23Q: 3 clusters Score -6648964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 55543 members 
Entering Unmasked Estep 
Score: -6648964.500000 Penalty: 3551.291992
	Iteration 24F: 3 clusters Score -6648964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -31069.101562 Penalty: 970.330078
	Iteration 0F: 2 clusters Score -31069.1 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 193 members 
Entering Unmasked Estep 
Score: -30152.871094 Penalty: 1940.660156
	Iteration 0F: 3 clusters Score -30152.87 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -30371.222656 Penalty: 1940.660156
	Iteration 1F: 3 clusters Score -30371.22 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -30547.953125 Penalty: 1940.660156
	Iteration 2F: 3 clusters Score -30547.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -30628.833984 Penalty: 1940.660156
	Iteration 3F: 3 clusters Score -30628.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -30711.550781 Penalty: 1940.660156
	Iteration 4Q: 3 clusters Score -30711.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -30750.533203 Penalty: 1940.660156
	Iteration 5Q: 3 clusters Score -30750.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -30808.304688 Penalty: 1940.660156
	Iteration 6Q: 3 clusters Score -30808.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -30884.888672 Penalty: 1940.660156
	Iteration 7Q: 3 clusters Score -30884.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -30940.585938 Penalty: 1940.660156
	Iteration 8Q: 3 clusters Score -30940.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -30997.380859 Penalty: 1940.660156
	Iteration 9Q: 3 clusters Score -30997.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -31045.841797 Penalty: 1940.660156
	Iteration 10Q: 3 clusters Score -31045.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -31068.527344 Penalty: 1940.660156
	Iteration 11Q: 3 clusters Score -31068.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -31087.583984 Penalty: 1940.660156
	Iteration 12Q: 3 clusters Score -31087.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -31100.064453 Penalty: 1940.660156
	Iteration 13Q: 3 clusters Score -31100.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -31115.060547 Penalty: 1940.660156
	Iteration 14Q: 3 clusters Score -31115.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -31115.865234 Penalty: 1940.660156
	Iteration 15Q: 3 clusters Score -31115.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -31116.798828 Penalty: 1940.660156
	Iteration 16F: 3 clusters Score -31116.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -31139.728516 Penalty: 1940.660156
	Iteration 17Q: 3 clusters Score -31139.73 nChanged 1
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: -31158.384766 Penalty: 1940.660156
	Iteration 18Q: 3 clusters Score -31158.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -31176.306641 Penalty: 1940.660156
	Iteration 19Q: 3 clusters Score -31176.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -31180.126953 Penalty: 1940.660156
	Iteration 20F: 3 clusters Score -31180.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 3464 members 
Mstep: Class 3 contains 20032 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37141 members 
Mstep: Class 6 contains 73559 members 
Mstep: Class 7 contains 27317 members 
Mstep: Class 8 contains 36097 members 
Mstep: Class 9 contains 32220 members 
Mstep: Class 10 contains 16219 members 
Mstep: Class 11 contains 6577 members 
Mstep: Class 12 contains 69937 members 
Mstep: Class 13 contains 4157 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 17242 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 109911 members 
Mstep: Class 20 contains 238 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 37158 members 
Mstep: Class 23 contains 9810 members 
Mstep: Class 24 contains 100237 members 
Mstep: Class 25 contains 84150 members 
Mstep: Class 26 contains 28370 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2589 members 
Mstep: Class 30 contains 55662 members 
Mstep: Class 31 contains 154 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 55390 members 
Mstep: Class 34 contains 1345 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 41440 members 
Mstep: Class 38 contains 12708 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10429 members 
Mstep: Class 41 contains 119883 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 96588 members 
Mstep: Class 45 contains 191970 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 48729 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 115399 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 110370 members 
Mstep: Class 53 contains 112393 members 
Mstep: Class 54 contains 12767 members 
Entering Unmasked Estep 
Score: -194753040.000000 Penalty: 123671.273438
Splitting cluster 31 changes total score from -194754736.000000 to -194753040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -14677.356445 Penalty: 910.344360
	Iteration 0F: 2 clusters Score -14677.36 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 127 members 
Entering Unmasked Estep 
Score: -14027.501953 Penalty: 1820.688721
	Iteration 0F: 3 clusters Score -14027.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14274.027344 Penalty: 1820.688721
	Iteration 1F: 3 clusters Score -14274.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14444.196289 Penalty: 1820.688721
	Iteration 2F: 3 clusters Score -14444.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14518.115234 Penalty: 1820.688721
	Iteration 3Q: 3 clusters Score -14518.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14551.344727 Penalty: 1820.688721
	Iteration 4Q: 3 clusters Score -14551.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -14580.410156 Penalty: 1820.688721
	Iteration 5Q: 3 clusters Score -14580.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -14585.108398 Penalty: 1820.688721
	Iteration 6Q: 3 clusters Score -14585.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14588.881836 Penalty: 1820.688721
	Iteration 7Q: 3 clusters Score -14588.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14588.881836 Penalty: 1820.688721
	Iteration 8F: 3 clusters Score -14588.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (55390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55390 members 
Entering Unmasked Estep 
Score: -6587062.500000 Penalty: 1774.850098
	Iteration 0F: 2 clusters Score -6587062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -6550277.000000 Penalty: 3549.700195
	Iteration 0F: 3 clusters Score -6550277 nChanged 26032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 28734 members 
Entering Unmasked Estep 
Score: -6564963.500000 Penalty: 3549.700195
	Iteration 1F: 3 clusters Score -6564964 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 29479 members 
Entering Unmasked Estep 
Score: -6565384.000000 Penalty: 3549.700195
	Iteration 2Q: 3 clusters Score -6565384 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 30624 members 
Entering Unmasked Estep 
Score: -6565969.000000 Penalty: 3549.700195
	Iteration 3Q: 3 clusters Score -6565969 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 32318 members 
Entering Unmasked Estep 
Score: -6566769.000000 Penalty: 3549.700195
	Iteration 4Q: 3 clusters Score -6566769 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 34747 members 
Entering Unmasked Estep 
Score: -6568039.000000 Penalty: 3549.700195
	Iteration 5Q: 3 clusters Score -6568039 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 38017 members 
Entering Unmasked Estep 
Score: -6570203.500000 Penalty: 3549.700195
	Iteration 6F: 3 clusters Score -6570204 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 42204 members 
Entering Unmasked Estep 
Score: -6573462.500000 Penalty: 3549.700195
	Iteration 7F: 3 clusters Score -6573462 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 46661 members 
Entering Unmasked Estep 
Score: -6577407.000000 Penalty: 3549.700195
	Iteration 8F: 3 clusters Score -6577407 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 50417 members 
Entering Unmasked Estep 
Score: -6580859.500000 Penalty: 3549.700195
	Iteration 9F: 3 clusters Score -6580860 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 52949 members 
Entering Unmasked Estep 
Score: -6583284.000000 Penalty: 3549.700195
	Iteration 10Q: 3 clusters Score -6583284 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 54312 members 
Entering Unmasked Estep 
Score: -6584611.500000 Penalty: 3549.700195
	Iteration 11Q: 3 clusters Score -6584612 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 54867 members 
Entering Unmasked Estep 
Score: -6585097.000000 Penalty: 3549.700195
	Iteration 12Q: 3 clusters Score -6585097 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 55065 members 
Entering Unmasked Estep 
Score: -6585291.500000 Penalty: 3549.700195
	Iteration 13Q: 3 clusters Score -6585292 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 55126 members 
Entering Unmasked Estep 
Score: -6585362.500000 Penalty: 3549.700195
	Iteration 14Q: 3 clusters Score -6585362 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 55154 members 
Entering Unmasked Estep 
Score: -6585394.000000 Penalty: 3549.700195
	Iteration 15Q: 3 clusters Score -6585394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 55173 members 
Entering Unmasked Estep 
Score: -6585434.000000 Penalty: 3549.700195
	Iteration 16Q: 3 clusters Score -6585434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 55184 members 
Entering Unmasked Estep 
Score: -6585448.000000 Penalty: 3549.700195
	Iteration 17Q: 3 clusters Score -6585448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 55192 members 
Entering Unmasked Estep 
Score: -6585461.500000 Penalty: 3549.700195
	Iteration 18Q: 3 clusters Score -6585462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 55197 members 
Entering Unmasked Estep 
Score: -6585467.500000 Penalty: 3549.700195
	Iteration 19Q: 3 clusters Score -6585468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 55199 members 
Entering Unmasked Estep 
Score: -6585476.000000 Penalty: 3549.700195
	Iteration 20F: 3 clusters Score -6585476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 55203 members 
Entering Unmasked Estep 
Score: -6585479.500000 Penalty: 3549.700195
	Iteration 21Q: 3 clusters Score -6585480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 55204 members 
Entering Unmasked Estep 
Score: -6585483.000000 Penalty: 3549.700195
	Iteration 22Q: 3 clusters Score -6585483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 55206 members 
Entering Unmasked Estep 
Score: -6585485.000000 Penalty: 3549.700195
	Iteration 23Q: 3 clusters Score -6585485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 55208 members 
Entering Unmasked Estep 
Score: -6585488.000000 Penalty: 3549.700195
	Iteration 24Q: 3 clusters Score -6585488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 55208 members 
Entering Unmasked Estep 
Score: -6585488.500000 Penalty: 3549.700195
	Iteration 25Q: 3 clusters Score -6585488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 55208 members 
Entering Unmasked Estep 
Score: -6585488.500000 Penalty: 3549.700195
	Iteration 26F: 3 clusters Score -6585488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Entering Unmasked Estep 
Score: -146599.765625 Penalty: 1170.674194
	Iteration 0F: 2 clusters Score -146599.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -144967.750000 Penalty: 2341.348389
	Iteration 0F: 3 clusters Score -144967.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -145292.203125 Penalty: 2341.348389
	Iteration 1F: 3 clusters Score -145292.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -145375.546875 Penalty: 2341.348389
	Iteration 2F: 3 clusters Score -145375.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -145413.421875 Penalty: 2341.348389
	Iteration 3Q: 3 clusters Score -145413.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -145428.937500 Penalty: 2341.348389
	Iteration 4Q: 3 clusters Score -145428.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -145442.531250 Penalty: 2341.348389
	Iteration 5Q: 3 clusters Score -145442.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -145452.703125 Penalty: 2341.348389
	Iteration 6Q: 3 clusters Score -145452.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -145460.203125 Penalty: 2341.348389
	Iteration 7Q: 3 clusters Score -145460.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -145465.531250 Penalty: 2341.348389
	Iteration 8Q: 3 clusters Score -145465.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -145470.828125 Penalty: 2341.348389
	Iteration 9Q: 3 clusters Score -145470.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -145473.015625 Penalty: 2341.348389
	Iteration 10Q: 3 clusters Score -145473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -145475.125000 Penalty: 2341.348389
	Iteration 11Q: 3 clusters Score -145475.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -145476.421875 Penalty: 2341.348389
	Iteration 12Q: 3 clusters Score -145476.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -145476.796875 Penalty: 2341.348389
	Iteration 13Q: 3 clusters Score -145476.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -145480.406250 Penalty: 2341.348389
	Iteration 14Q: 3 clusters Score -145480.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -145482.500000 Penalty: 2341.348389
	Iteration 15Q: 3 clusters Score -145482.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -145482.796875 Penalty: 2341.348389
	Iteration 16Q: 3 clusters Score -145482.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -145484.656250 Penalty: 2341.348389
	Iteration 17Q: 3 clusters Score -145484.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -145487.812500 Penalty: 2341.348389
	Iteration 18Q: 3 clusters Score -145487.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -145491.234375 Penalty: 2341.348389
	Iteration 19Q: 3 clusters Score -145491.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -145491.515625 Penalty: 2341.348389
	Iteration 20F: 3 clusters Score -145491.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -145491.953125 Penalty: 2341.348389
	Iteration 21Q: 3 clusters Score -145492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -145491.953125 Penalty: 2341.348389
	Iteration 22F: 3 clusters Score -145492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -33495.523438 Penalty: 995.970642
	Iteration 0F: 2 clusters Score -33495.52 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 229 members 
Entering Unmasked Estep 
Score: -32556.113281 Penalty: 1991.941284
	Iteration 0F: 3 clusters Score -32556.11 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -32828.039062 Penalty: 1991.941284
	Iteration 1F: 3 clusters Score -32828.04 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -32941.195312 Penalty: 1991.941284
	Iteration 2F: 3 clusters Score -32941.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -32997.753906 Penalty: 1991.941284
	Iteration 3Q: 3 clusters Score -32997.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -33015.945312 Penalty: 1991.941284
	Iteration 4Q: 3 clusters Score -33015.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -33025.152344 Penalty: 1991.941284
	Iteration 5Q: 3 clusters Score -33025.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -33045.835938 Penalty: 1991.941284
	Iteration 6Q: 3 clusters Score -33045.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -33075.152344 Penalty: 1991.941284
	Iteration 7Q: 3 clusters Score -33075.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -33099.101562 Penalty: 1991.941284
	Iteration 8Q: 3 clusters Score -33099.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -33131.003906 Penalty: 1991.941284
	Iteration 9Q: 3 clusters Score -33131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -33158.222656 Penalty: 1991.941284
	Iteration 10Q: 3 clusters Score -33158.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -33212.937500 Penalty: 1991.941284
	Iteration 11Q: 3 clusters Score -33212.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -33238.914062 Penalty: 1991.941284
	Iteration 12Q: 3 clusters Score -33238.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -33256.250000 Penalty: 1991.941284
	Iteration 13Q: 3 clusters Score -33256.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -33266.601562 Penalty: 1991.941284
	Iteration 14Q: 3 clusters Score -33266.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -33275.523438 Penalty: 1991.941284
	Iteration 15Q: 3 clusters Score -33275.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -33278.050781 Penalty: 1991.941284
	Iteration 16Q: 3 clusters Score -33278.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -33278.550781 Penalty: 1991.941284
	Iteration 17Q: 3 clusters Score -33278.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -33278.687500 Penalty: 1991.941284
	Iteration 18F: 3 clusters Score -33278.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -33281.339844 Penalty: 1991.941284
	Iteration 19Q: 3 clusters Score -33281.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -33291.085938 Penalty: 1991.941284
	Iteration 20F: 3 clusters Score -33291.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -33303.328125 Penalty: 1991.941284
	Iteration 21Q: 3 clusters Score -33303.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -33306.320312 Penalty: 1991.941284
	Iteration 22Q: 3 clusters Score -33306.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -33306.320312 Penalty: 1991.941284
	Iteration 23F: 3 clusters Score -33306.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Entering Unmasked Estep 
Score: -30040.134766 Penalty: 963.125488
	Iteration 0F: 2 clusters Score -30040.13 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 189 members 
Entering Unmasked Estep 
Score: -29187.074219 Penalty: 1926.250977
	Iteration 0F: 3 clusters Score -29187.07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -29383.845703 Penalty: 1926.250977
	Iteration 1F: 3 clusters Score -29383.85 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -29472.367188 Penalty: 1926.250977
	Iteration 2F: 3 clusters Score -29472.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -29512.072266 Penalty: 1926.250977
	Iteration 3Q: 3 clusters Score -29512.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -29531.082031 Penalty: 1926.250977
	Iteration 4Q: 3 clusters Score -29531.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -29536.910156 Penalty: 1926.250977
	Iteration 5Q: 3 clusters Score -29536.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -29543.927734 Penalty: 1926.250977
	Iteration 6Q: 3 clusters Score -29543.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -29559.328125 Penalty: 1926.250977
	Iteration 7Q: 3 clusters Score -29559.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -29584.798828 Penalty: 1926.250977
	Iteration 8Q: 3 clusters Score -29584.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -29613.316406 Penalty: 1926.250977
	Iteration 9Q: 3 clusters Score -29613.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -29638.654297 Penalty: 1926.250977
	Iteration 10Q: 3 clusters Score -29638.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29681.644531 Penalty: 1926.250977
	Iteration 11Q: 3 clusters Score -29681.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29702.751953 Penalty: 1926.250977
	Iteration 12Q: 3 clusters Score -29702.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -29711.527344 Penalty: 1926.250977
	Iteration 13Q: 3 clusters Score -29711.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -29711.527344 Penalty: 1926.250977
	Iteration 14F: 3 clusters Score -29711.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (41440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41440 members 
Entering Unmasked Estep 
Score: -4920344.000000 Penalty: 1727.700317
	Iteration 0F: 2 clusters Score -4920344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -4892650.000000 Penalty: 3455.400635
	Iteration 0F: 3 clusters Score -4892650 nChanged 19351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -4903391.000000 Penalty: 3455.400635
	Iteration 1F: 3 clusters Score -4903391 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -4903735.000000 Penalty: 3455.400635
	Iteration 2Q: 3 clusters Score -4903735 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -4904090.000000 Penalty: 3455.400635
	Iteration 3Q: 3 clusters Score -4904090 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -4904456.000000 Penalty: 3455.400635
	Iteration 4Q: 3 clusters Score -4904456 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -4904861.500000 Penalty: 3455.400635
	Iteration 5Q: 3 clusters Score -4904862 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -4905346.500000 Penalty: 3455.400635
	Iteration 6Q: 3 clusters Score -4905346 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -4905932.000000 Penalty: 3455.400635
	Iteration 7Q: 3 clusters Score -4905932 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -4906811.000000 Penalty: 3455.400635
	Iteration 8Q: 3 clusters Score -4906811 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -4908033.500000 Penalty: 3455.400635
	Iteration 9Q: 3 clusters Score -4908034 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -4909577.000000 Penalty: 3455.400635
	Iteration 10F: 3 clusters Score -4909577 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -4911036.000000 Penalty: 3455.400635
	Iteration 11F: 3 clusters Score -4911036 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -4911785.500000 Penalty: 3455.400635
	Iteration 12Q: 3 clusters Score -4911786 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -4912177.000000 Penalty: 3455.400635
	Iteration 13Q: 3 clusters Score -4912177 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -4912372.000000 Penalty: 3455.400635
	Iteration 14Q: 3 clusters Score -4912372 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -4912539.000000 Penalty: 3455.400635
	Iteration 15Q: 3 clusters Score -4912539 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28418 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -4912736.500000 Penalty: 3455.400635
	Iteration 16Q: 3 clusters Score -4912736 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -4912930.500000 Penalty: 3455.400635
	Iteration 17Q: 3 clusters Score -4912930 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29742 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -4913124.500000 Penalty: 3455.400635
	Iteration 18Q: 3 clusters Score -4913124 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30456 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -4913374.500000 Penalty: 3455.400635
	Iteration 19Q: 3 clusters Score -4913374 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31185 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -4913594.500000 Penalty: 3455.400635
	Iteration 20F: 3 clusters Score -4913594 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -4913882.000000 Penalty: 3455.400635
	Iteration 21Q: 3 clusters Score -4913882 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32748 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -4914187.500000 Penalty: 3455.400635
	Iteration 22Q: 3 clusters Score -4914188 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -4914548.500000 Penalty: 3455.400635
	Iteration 23Q: 3 clusters Score -4914548 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34372 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -4914908.500000 Penalty: 3455.400635
	Iteration 24Q: 3 clusters Score -4914908 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -4915276.500000 Penalty: 3455.400635
	Iteration 25Q: 3 clusters Score -4915276 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35899 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -4915676.500000 Penalty: 3455.400635
	Iteration 26Q: 3 clusters Score -4915676 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36597 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -4916065.500000 Penalty: 3455.400635
	Iteration 27Q: 3 clusters Score -4916066 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -4916441.500000 Penalty: 3455.400635
	Iteration 28Q: 3 clusters Score -4916442 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37853 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -4916788.500000 Penalty: 3455.400635
	Iteration 29Q: 3 clusters Score -4916788 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38408 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -4917124.500000 Penalty: 3455.400635
	Iteration 30Q: 3 clusters Score -4917124 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38921 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -4917467.500000 Penalty: 3455.400635
	Iteration 31Q: 3 clusters Score -4917468 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39346 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -4917728.500000 Penalty: 3455.400635
	Iteration 32Q: 3 clusters Score -4917728 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39707 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -4917981.000000 Penalty: 3455.400635
	Iteration 33Q: 3 clusters Score -4917981 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40018 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -4918189.000000 Penalty: 3455.400635
	Iteration 34Q: 3 clusters Score -4918189 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40234 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -4918346.000000 Penalty: 3455.400635
	Iteration 35Q: 3 clusters Score -4918346 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40418 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -4918468.000000 Penalty: 3455.400635
	Iteration 36Q: 3 clusters Score -4918468 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -4918550.000000 Penalty: 3455.400635
	Iteration 37Q: 3 clusters Score -4918550 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40665 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4918602.500000 Penalty: 3455.400635
	Iteration 38Q: 3 clusters Score -4918602 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40732 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -4918638.500000 Penalty: 3455.400635
	Iteration 39Q: 3 clusters Score -4918638 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40787 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -4918678.500000 Penalty: 3455.400635
	Iteration 40F: 3 clusters Score -4918678 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4918710.500000 Penalty: 3455.400635
	Iteration 41Q: 3 clusters Score -4918710 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40879 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -4918728.500000 Penalty: 3455.400635
	Iteration 42Q: 3 clusters Score -4918728 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40922 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -4918755.000000 Penalty: 3455.400635
	Iteration 43Q: 3 clusters Score -4918755 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40948 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -4918779.000000 Penalty: 3455.400635
	Iteration 44Q: 3 clusters Score -4918779 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40968 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4918794.000000 Penalty: 3455.400635
	Iteration 45Q: 3 clusters Score -4918794 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -4918809.500000 Penalty: 3455.400635
	Iteration 46Q: 3 clusters Score -4918810 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41010 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4918823.500000 Penalty: 3455.400635
	Iteration 47Q: 3 clusters Score -4918824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41027 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -4918830.500000 Penalty: 3455.400635
	Iteration 48Q: 3 clusters Score -4918830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41040 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -4918839.500000 Penalty: 3455.400635
	Iteration 49Q: 3 clusters Score -4918840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -4918848.000000 Penalty: 3455.400635
	Iteration 50Q: 3 clusters Score -4918848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41058 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4918852.000000 Penalty: 3455.400635
	Iteration 51Q: 3 clusters Score -4918852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41064 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4918861.500000 Penalty: 3455.400635
	Iteration 52Q: 3 clusters Score -4918862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41067 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4918866.500000 Penalty: 3455.400635
	Iteration 53Q: 3 clusters Score -4918866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41072 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4918871.500000 Penalty: 3455.400635
	Iteration 54Q: 3 clusters Score -4918872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41077 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4918873.500000 Penalty: 3455.400635
	Iteration 55Q: 3 clusters Score -4918874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41076 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4918873.000000 Penalty: 3455.400635
	Iteration 56Q: 3 clusters Score -4918873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41076 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4918873.000000 Penalty: 3455.400635
	Iteration 57F: 3 clusters Score -4918873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (12708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Entering Unmasked Estep 
Score: -1440759.750000 Penalty: 1535.622925
	Iteration 0F: 2 clusters Score -1440760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1431939.375000 Penalty: 3071.245850
	Iteration 0F: 3 clusters Score -1431939 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1434897.500000 Penalty: 3071.245850
	Iteration 1F: 3 clusters Score -1434898 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1435112.375000 Penalty: 3071.245850
	Iteration 2F: 3 clusters Score -1435112 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1435265.000000 Penalty: 3071.245850
	Iteration 3Q: 3 clusters Score -1435265 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1435395.500000 Penalty: 3071.245850
	Iteration 4Q: 3 clusters Score -1435396 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1435532.250000 Penalty: 3071.245850
	Iteration 5Q: 3 clusters Score -1435532 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1435709.750000 Penalty: 3071.245850
	Iteration 6Q: 3 clusters Score -1435710 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1435964.375000 Penalty: 3071.245850
	Iteration 7Q: 3 clusters Score -1435964 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1436323.250000 Penalty: 3071.245850
	Iteration 8Q: 3 clusters Score -1436323 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1436803.625000 Penalty: 3071.245850
	Iteration 9F: 3 clusters Score -1436804 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1437387.500000 Penalty: 3071.245850
	Iteration 10F: 3 clusters Score -1437388 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1438020.625000 Penalty: 3071.245850
	Iteration 11F: 3 clusters Score -1438021 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1438552.500000 Penalty: 3071.245850
	Iteration 12Q: 3 clusters Score -1438552 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1438923.000000 Penalty: 3071.245850
	Iteration 13Q: 3 clusters Score -1438923 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1439143.875000 Penalty: 3071.245850
	Iteration 14Q: 3 clusters Score -1439144 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1439232.250000 Penalty: 3071.245850
	Iteration 15Q: 3 clusters Score -1439232 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1439287.625000 Penalty: 3071.245850
	Iteration 16Q: 3 clusters Score -1439288 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1439332.000000 Penalty: 3071.245850
	Iteration 17Q: 3 clusters Score -1439332 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1439361.500000 Penalty: 3071.245850
	Iteration 18Q: 3 clusters Score -1439362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1439371.500000 Penalty: 3071.245850
	Iteration 19Q: 3 clusters Score -1439372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1439380.750000 Penalty: 3071.245850
	Iteration 20F: 3 clusters Score -1439381 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1439397.000000 Penalty: 3071.245850
	Iteration 21Q: 3 clusters Score -1439397 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1439414.000000 Penalty: 3071.245850
	Iteration 22Q: 3 clusters Score -1439414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1439423.875000 Penalty: 3071.245850
	Iteration 23Q: 3 clusters Score -1439424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1439429.750000 Penalty: 3071.245850
	Iteration 24Q: 3 clusters Score -1439430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1439430.250000 Penalty: 3071.245850
	Iteration 25Q: 3 clusters Score -1439430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1439432.625000 Penalty: 3071.245850
	Iteration 26Q: 3 clusters Score -1439433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1439435.000000 Penalty: 3071.245850
	Iteration 27Q: 3 clusters Score -1439435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1439438.125000 Penalty: 3071.245850
	Iteration 28Q: 3 clusters Score -1439438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1439444.875000 Penalty: 3071.245850
	Iteration 29Q: 3 clusters Score -1439445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1439453.750000 Penalty: 3071.245850
	Iteration 30Q: 3 clusters Score -1439454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1439457.625000 Penalty: 3071.245850
	Iteration 31Q: 3 clusters Score -1439458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1439459.875000 Penalty: 3071.245850
	Iteration 32Q: 3 clusters Score -1439460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1439461.625000 Penalty: 3071.245850
	Iteration 33Q: 3 clusters Score -1439462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1439466.875000 Penalty: 3071.245850
	Iteration 34Q: 3 clusters Score -1439467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1439468.375000 Penalty: 3071.245850
	Iteration 35Q: 3 clusters Score -1439468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1439470.250000 Penalty: 3071.245850
	Iteration 36Q: 3 clusters Score -1439470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1439470.250000 Penalty: 3071.245850
	Iteration 37F: 3 clusters Score -1439470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Entering Unmasked Estep 
Score: -63318.042969 Penalty: 1042.187012
	Iteration 0F: 2 clusters Score -63318.04 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 334 members 
Entering Unmasked Estep 
Score: -62183.882812 Penalty: 2084.374023
	Iteration 0F: 3 clusters Score -62183.88 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -62412.457031 Penalty: 2084.374023
	Iteration 1F: 3 clusters Score -62412.46 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -62475.746094 Penalty: 2084.374023
	Iteration 2F: 3 clusters Score -62475.75 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -62518.832031 Penalty: 2084.374023
	Iteration 3Q: 3 clusters Score -62518.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -62527.906250 Penalty: 2084.374023
	Iteration 4Q: 3 clusters Score -62527.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -62535.300781 Penalty: 2084.374023
	Iteration 5Q: 3 clusters Score -62535.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -62537.335938 Penalty: 2084.374023
	Iteration 6Q: 3 clusters Score -62537.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -62537.335938 Penalty: 2084.374023
	Iteration 7F: 3 clusters Score -62537.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (10429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Entering Unmasked Estep 
Score: -1101891.250000 Penalty: 1503.506226
	Iteration 0F: 2 clusters Score -1101891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1094392.625000 Penalty: 3007.012451
	Iteration 0F: 3 clusters Score -1094393 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1096892.875000 Penalty: 3007.012451
	Iteration 1F: 3 clusters Score -1096893 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1097250.750000 Penalty: 3007.012451
	Iteration 2F: 3 clusters Score -1097251 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1097603.250000 Penalty: 3007.012451
	Iteration 3F: 3 clusters Score -1097603 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1098007.250000 Penalty: 3007.012451
	Iteration 4F: 3 clusters Score -1098007 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1098376.000000 Penalty: 3007.012451
	Iteration 5F: 3 clusters Score -1098376 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1098713.875000 Penalty: 3007.012451
	Iteration 6F: 3 clusters Score -1098714 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1099006.375000 Penalty: 3007.012451
	Iteration 7Q: 3 clusters Score -1099006 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1099292.625000 Penalty: 3007.012451
	Iteration 8Q: 3 clusters Score -1099293 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1099571.750000 Penalty: 3007.012451
	Iteration 9Q: 3 clusters Score -1099572 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1099827.500000 Penalty: 3007.012451
	Iteration 10Q: 3 clusters Score -1099828 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1100061.500000 Penalty: 3007.012451
	Iteration 11Q: 3 clusters Score -1100062 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1100261.500000 Penalty: 3007.012451
	Iteration 12Q: 3 clusters Score -1100262 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1100402.875000 Penalty: 3007.012451
	Iteration 13Q: 3 clusters Score -1100403 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1100502.500000 Penalty: 3007.012451
	Iteration 14Q: 3 clusters Score -1100502 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1100580.125000 Penalty: 3007.012451
	Iteration 15Q: 3 clusters Score -1100580 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1100644.000000 Penalty: 3007.012451
	Iteration 16Q: 3 clusters Score -1100644 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1100688.875000 Penalty: 3007.012451
	Iteration 17Q: 3 clusters Score -1100689 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1100718.750000 Penalty: 3007.012451
	Iteration 18Q: 3 clusters Score -1100719 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1100736.125000 Penalty: 3007.012451
	Iteration 19Q: 3 clusters Score -1100736 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1100747.750000 Penalty: 3007.012451
	Iteration 20F: 3 clusters Score -1100748 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1100753.500000 Penalty: 3007.012451
	Iteration 21Q: 3 clusters Score -1100754 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1100765.250000 Penalty: 3007.012451
	Iteration 22Q: 3 clusters Score -1100765 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1100776.000000 Penalty: 3007.012451
	Iteration 23Q: 3 clusters Score -1100776 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1100783.375000 Penalty: 3007.012451
	Iteration 24Q: 3 clusters Score -1100783 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1100794.500000 Penalty: 3007.012451
	Iteration 25Q: 3 clusters Score -1100794 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1100796.375000 Penalty: 3007.012451
	Iteration 26Q: 3 clusters Score -1100796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1100797.500000 Penalty: 3007.012451
	Iteration 27Q: 3 clusters Score -1100798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1100800.750000 Penalty: 3007.012451
	Iteration 28Q: 3 clusters Score -1100801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1100802.000000 Penalty: 3007.012451
	Iteration 29Q: 3 clusters Score -1100802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1100803.125000 Penalty: 3007.012451
	Iteration 30Q: 3 clusters Score -1100803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1100807.375000 Penalty: 3007.012451
	Iteration 31Q: 3 clusters Score -1100807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1100808.875000 Penalty: 3007.012451
	Iteration 32Q: 3 clusters Score -1100809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1100808.875000 Penalty: 3007.012451
	Iteration 33Q: 3 clusters Score -1100809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1100808.875000 Penalty: 3007.012451
	Iteration 34Q: 3 clusters Score -1100809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1100807.250000 Penalty: 3007.012451
	Iteration 35Q: 3 clusters Score -1100807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1100808.250000 Penalty: 3007.012451
	Iteration 36Q: 3 clusters Score -1100808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1100808.875000 Penalty: 3007.012451
	Iteration 37Q: 3 clusters Score -1100809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1100808.875000 Penalty: 3007.012451
	Iteration 38F: 3 clusters Score -1100809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (119883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119883 members 
Entering Unmasked Estep 
Score: -14216923.000000 Penalty: 1900.319092
	Iteration 0F: 2 clusters Score -1.421692e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59925 members 
Mstep: Class 2 contains 59958 members 
Entering Unmasked Estep 
Score: -14141643.000000 Penalty: 3800.638184
	Iteration 0F: 3 clusters Score -1.414164e+07 nChanged 57650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58597 members 
Mstep: Class 2 contains 61286 members 
Entering Unmasked Estep 
Score: -14175458.000000 Penalty: 3800.638184
	Iteration 1F: 3 clusters Score -1.417546e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57438 members 
Mstep: Class 2 contains 62445 members 
Entering Unmasked Estep 
Score: -14176023.000000 Penalty: 3800.638184
	Iteration 2Q: 3 clusters Score -1.417602e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55746 members 
Mstep: Class 2 contains 64137 members 
Entering Unmasked Estep 
Score: -14176907.000000 Penalty: 3800.638184
	Iteration 3Q: 3 clusters Score -1.417691e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53220 members 
Mstep: Class 2 contains 66663 members 
Entering Unmasked Estep 
Score: -14177849.000000 Penalty: 3800.638184
	Iteration 4Q: 3 clusters Score -1.417785e+07 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49657 members 
Mstep: Class 2 contains 70226 members 
Entering Unmasked Estep 
Score: -14179564.000000 Penalty: 3800.638184
	Iteration 5Q: 3 clusters Score -1.417956e+07 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44669 members 
Mstep: Class 2 contains 75214 members 
Entering Unmasked Estep 
Score: -14182272.000000 Penalty: 3800.638184
	Iteration 6F: 3 clusters Score -1.418227e+07 nChanged 7384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38665 members 
Mstep: Class 2 contains 81218 members 
Entering Unmasked Estep 
Score: -14186167.000000 Penalty: 3800.638184
	Iteration 7F: 3 clusters Score -1.418617e+07 nChanged 7956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32375 members 
Mstep: Class 2 contains 87508 members 
Entering Unmasked Estep 
Score: -14193707.000000 Penalty: 3800.638184
	Iteration 8F: 3 clusters Score -1.419371e+07 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 93518 members 
Entering Unmasked Estep 
Score: -14200231.000000 Penalty: 3800.638184
	Iteration 9F: 3 clusters Score -1.420023e+07 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 97667 members 
Entering Unmasked Estep 
Score: -14204004.000000 Penalty: 3800.638184
	Iteration 10F: 3 clusters Score -1.4204e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 100091 members 
Entering Unmasked Estep 
Score: -14205704.000000 Penalty: 3800.638184
	Iteration 11Q: 3 clusters Score -1.42057e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 101902 members 
Entering Unmasked Estep 
Score: -14206217.000000 Penalty: 3800.638184
	Iteration 12Q: 3 clusters Score -1.420622e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 103519 members 
Entering Unmasked Estep 
Score: -14206694.000000 Penalty: 3800.638184
	Iteration 13Q: 3 clusters Score -1.420669e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 104974 members 
Entering Unmasked Estep 
Score: -14207003.000000 Penalty: 3800.638184
	Iteration 14Q: 3 clusters Score -1.4207e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 106307 members 
Entering Unmasked Estep 
Score: -14207185.000000 Penalty: 3800.638184
	Iteration 15Q: 3 clusters Score -1.420718e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 107544 members 
Entering Unmasked Estep 
Score: -14207334.000000 Penalty: 3800.638184
	Iteration 16Q: 3 clusters Score -1.420733e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 108659 members 
Entering Unmasked Estep 
Score: -14207480.000000 Penalty: 3800.638184
	Iteration 17Q: 3 clusters Score -1.420748e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 109689 members 
Entering Unmasked Estep 
Score: -14207558.000000 Penalty: 3800.638184
	Iteration 18Q: 3 clusters Score -1.420756e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 110577 members 
Entering Unmasked Estep 
Score: -14208201.000000 Penalty: 3800.638184
	Iteration 19Q: 3 clusters Score -1.42082e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 111443 members 
Entering Unmasked Estep 
Score: -14209060.000000 Penalty: 3800.638184
	Iteration 20F: 3 clusters Score -1.420906e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 112228 members 
Entering Unmasked Estep 
Score: -14209803.000000 Penalty: 3800.638184
	Iteration 21Q: 3 clusters Score -1.42098e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 112978 members 
Entering Unmasked Estep 
Score: -14210554.000000 Penalty: 3800.638184
	Iteration 22Q: 3 clusters Score -1.421055e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 113718 members 
Entering Unmasked Estep 
Score: -14211348.000000 Penalty: 3800.638184
	Iteration 23Q: 3 clusters Score -1.421135e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 114384 members 
Entering Unmasked Estep 
Score: -14211904.000000 Penalty: 3800.638184
	Iteration 24Q: 3 clusters Score -1.42119e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 114987 members 
Entering Unmasked Estep 
Score: -14212328.000000 Penalty: 3800.638184
	Iteration 25Q: 3 clusters Score -1.421233e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 115530 members 
Entering Unmasked Estep 
Score: -14212659.000000 Penalty: 3800.638184
	Iteration 26Q: 3 clusters Score -1.421266e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 116046 members 
Entering Unmasked Estep 
Score: -14212967.000000 Penalty: 3800.638184
	Iteration 27Q: 3 clusters Score -1.421297e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 116551 members 
Entering Unmasked Estep 
Score: -14213330.000000 Penalty: 3800.638184
	Iteration 28Q: 3 clusters Score -1.421333e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 117002 members 
Entering Unmasked Estep 
Score: -14213490.000000 Penalty: 3800.638184
	Iteration 29Q: 3 clusters Score -1.421349e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 117390 members 
Entering Unmasked Estep 
Score: -14213751.000000 Penalty: 3800.638184
	Iteration 30Q: 3 clusters Score -1.421375e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 117711 members 
Entering Unmasked Estep 
Score: -14213976.000000 Penalty: 3800.638184
	Iteration 31Q: 3 clusters Score -1.421398e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 117982 members 
Entering Unmasked Estep 
Score: -14214145.000000 Penalty: 3800.638184
	Iteration 32Q: 3 clusters Score -1.421414e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 118248 members 
Entering Unmasked Estep 
Score: -14214327.000000 Penalty: 3800.638184
	Iteration 33Q: 3 clusters Score -1.421433e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 118482 members 
Entering Unmasked Estep 
Score: -14214460.000000 Penalty: 3800.638184
	Iteration 34Q: 3 clusters Score -1.421446e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 118654 members 
Entering Unmasked Estep 
Score: -14214563.000000 Penalty: 3800.638184
	Iteration 35Q: 3 clusters Score -1.421456e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 118801 members 
Entering Unmasked Estep 
Score: -14214680.000000 Penalty: 3800.638184
	Iteration 36Q: 3 clusters Score -1.421468e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 118932 members 
Entering Unmasked Estep 
Score: -14214746.000000 Penalty: 3800.638184
	Iteration 37Q: 3 clusters Score -1.421475e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 119031 members 
Entering Unmasked Estep 
Score: -14214876.000000 Penalty: 3800.638184
	Iteration 38Q: 3 clusters Score -1.421488e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 119116 members 
Entering Unmasked Estep 
Score: -14214962.000000 Penalty: 3800.638184
	Iteration 39Q: 3 clusters Score -1.421496e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 119177 members 
Entering Unmasked Estep 
Score: -14215016.000000 Penalty: 3800.638184
	Iteration 40F: 3 clusters Score -1.421502e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 119230 members 
Entering Unmasked Estep 
Score: -14215045.000000 Penalty: 3800.638184
	Iteration 41Q: 3 clusters Score -1.421504e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 119271 members 
Entering Unmasked Estep 
Score: -14215074.000000 Penalty: 3800.638184
	Iteration 42Q: 3 clusters Score -1.421507e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 119301 members 
Entering Unmasked Estep 
Score: -14215077.000000 Penalty: 3800.638184
	Iteration 43Q: 3 clusters Score -1.421508e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 119324 members 
Entering Unmasked Estep 
Score: -14215075.000000 Penalty: 3800.638184
	Iteration 44Q: 3 clusters Score -1.421508e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 119347 members 
Entering Unmasked Estep 
Score: -14215083.000000 Penalty: 3800.638184
	Iteration 45Q: 3 clusters Score -1.421508e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 119373 members 
Entering Unmasked Estep 
Score: -14215112.000000 Penalty: 3800.638184
	Iteration 46Q: 3 clusters Score -1.421511e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 119392 members 
Entering Unmasked Estep 
Score: -14215118.000000 Penalty: 3800.638184
	Iteration 47Q: 3 clusters Score -1.421512e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 119402 members 
Entering Unmasked Estep 
Score: -14215132.000000 Penalty: 3800.638184
	Iteration 48Q: 3 clusters Score -1.421513e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 119413 members 
Entering Unmasked Estep 
Score: -14215144.000000 Penalty: 3800.638184
	Iteration 49Q: 3 clusters Score -1.421514e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 119422 members 
Entering Unmasked Estep 
Score: -14215145.000000 Penalty: 3800.638184
	Iteration 50Q: 3 clusters Score -1.421514e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 119431 members 
Entering Unmasked Estep 
Score: -14215162.000000 Penalty: 3800.638184
	Iteration 51Q: 3 clusters Score -1.421516e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 119438 members 
Entering Unmasked Estep 
Score: -14215154.000000 Penalty: 3800.638184
	Iteration 52Q: 3 clusters Score -1.421515e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 119444 members 
Entering Unmasked Estep 
Score: -14215144.000000 Penalty: 3800.638184
	Iteration 53Q: 3 clusters Score -1.421514e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 119447 members 
Entering Unmasked Estep 
Score: -14215130.000000 Penalty: 3800.638184
	Iteration 54Q: 3 clusters Score -1.421513e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 119452 members 
Entering Unmasked Estep 
Score: -14215148.000000 Penalty: 3800.638184
	Iteration 55Q: 3 clusters Score -1.421515e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 119457 members 
Entering Unmasked Estep 
Score: -14215169.000000 Penalty: 3800.638184
	Iteration 56Q: 3 clusters Score -1.421517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 119461 members 
Entering Unmasked Estep 
Score: -14215162.000000 Penalty: 3800.638184
	Iteration 57Q: 3 clusters Score -1.421516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 119465 members 
Entering Unmasked Estep 
Score: -14215188.000000 Penalty: 3800.638184
	Iteration 58Q: 3 clusters Score -1.421519e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 119468 members 
Entering Unmasked Estep 
Score: -14215208.000000 Penalty: 3800.638184
	Iteration 59Q: 3 clusters Score -1.421521e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 119468 members 
Entering Unmasked Estep 
Score: -14215204.000000 Penalty: 3800.638184
	Iteration 60F: 3 clusters Score -1.42152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 119470 members 
Entering Unmasked Estep 
Score: -14215206.000000 Penalty: 3800.638184
	Iteration 61Q: 3 clusters Score -1.421521e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 119472 members 
Entering Unmasked Estep 
Score: -14215195.000000 Penalty: 3800.638184
	Iteration 62Q: 3 clusters Score -1.42152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 119473 members 
Entering Unmasked Estep 
Score: -14215199.000000 Penalty: 3800.638184
	Iteration 63Q: 3 clusters Score -1.42152e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 119473 members 
Entering Unmasked Estep 
Score: -14215199.000000 Penalty: 3800.638184
	Iteration 64F: 3 clusters Score -1.42152e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -30636.789062 Penalty: 946.244934
	Iteration 0F: 2 clusters Score -30636.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -29780.121094 Penalty: 1892.489868
	Iteration 0F: 3 clusters Score -29780.12 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -30054.835938 Penalty: 1892.489868
	Iteration 1F: 3 clusters Score -30054.84 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -30181.312500 Penalty: 1892.489868
	Iteration 2F: 3 clusters Score -30181.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -30263.636719 Penalty: 1892.489868
	Iteration 3F: 3 clusters Score -30263.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -30359.605469 Penalty: 1892.489868
	Iteration 4Q: 3 clusters Score -30359.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -30400.998047 Penalty: 1892.489868
	Iteration 5Q: 3 clusters Score -30401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -30411.240234 Penalty: 1892.489868
	Iteration 6Q: 3 clusters Score -30411.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -30412.556641 Penalty: 1892.489868
	Iteration 7Q: 3 clusters Score -30412.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -30412.556641 Penalty: 1892.489868
	Iteration 8F: 3 clusters Score -30412.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Entering Unmasked Estep 
Score: -9516.983398 Penalty: 871.971069
	Iteration 0F: 2 clusters Score -9516.983 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 110 members 
Entering Unmasked Estep 
Score: -8783.465820 Penalty: 1743.942139
	Iteration 0F: 3 clusters Score -8783.466 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8915.846680 Penalty: 1743.942139
	Iteration 1F: 3 clusters Score -8915.847 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -8952.343750 Penalty: 1743.942139
	Iteration 2F: 3 clusters Score -8952.344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8962.122070 Penalty: 1743.942139
	Iteration 3Q: 3 clusters Score -8962.122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8967.319336 Penalty: 1743.942139
	Iteration 4Q: 3 clusters Score -8967.319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -8973.990234 Penalty: 1743.942139
	Iteration 5Q: 3 clusters Score -8973.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -8976.166016 Penalty: 1743.942139
	Iteration 6Q: 3 clusters Score -8976.166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8980.345703 Penalty: 1743.942139
	Iteration 7Q: 3 clusters Score -8980.346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -8980.345703 Penalty: 1743.942139
	Iteration 8F: 3 clusters Score -8980.346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (96588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96588 members 
Entering Unmasked Estep 
Score: -11354863.000000 Penalty: 1865.208984
	Iteration 0F: 2 clusters Score -1.135486e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48126 members 
Mstep: Class 2 contains 48462 members 
Entering Unmasked Estep 
Score: -11291266.000000 Penalty: 3730.417969
	Iteration 0F: 3 clusters Score -1.129127e+07 nChanged 46183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44203 members 
Mstep: Class 2 contains 52385 members 
Entering Unmasked Estep 
Score: -11317910.000000 Penalty: 3730.417969
	Iteration 1F: 3 clusters Score -1.131791e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41648 members 
Mstep: Class 2 contains 54940 members 
Entering Unmasked Estep 
Score: -11318862.000000 Penalty: 3730.417969
	Iteration 2Q: 3 clusters Score -1.131886e+07 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37831 members 
Mstep: Class 2 contains 58757 members 
Entering Unmasked Estep 
Score: -11320543.000000 Penalty: 3730.417969
	Iteration 3Q: 3 clusters Score -1.132054e+07 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 64276 members 
Entering Unmasked Estep 
Score: -11323801.000000 Penalty: 3730.417969
	Iteration 4F: 3 clusters Score -1.13238e+07 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 71672 members 
Entering Unmasked Estep 
Score: -11329312.000000 Penalty: 3730.417969
	Iteration 5F: 3 clusters Score -1.132931e+07 nChanged 8499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 80123 members 
Entering Unmasked Estep 
Score: -11337053.000000 Penalty: 3730.417969
	Iteration 6F: 3 clusters Score -1.133705e+07 nChanged 7760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 87863 members 
Entering Unmasked Estep 
Score: -11345222.000000 Penalty: 3730.417969
	Iteration 7F: 3 clusters Score -1.134522e+07 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 92985 members 
Entering Unmasked Estep 
Score: -11350165.000000 Penalty: 3730.417969
	Iteration 8F: 3 clusters Score -1.135016e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 95387 members 
Entering Unmasked Estep 
Score: -11352190.000000 Penalty: 3730.417969
	Iteration 9Q: 3 clusters Score -1.135219e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 96149 members 
Entering Unmasked Estep 
Score: -11352837.000000 Penalty: 3730.417969
	Iteration 10Q: 3 clusters Score -1.135284e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 96364 members 
Entering Unmasked Estep 
Score: -11353024.000000 Penalty: 3730.417969
	Iteration 11Q: 3 clusters Score -1.135302e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 96423 members 
Entering Unmasked Estep 
Score: -11353097.000000 Penalty: 3730.417969
	Iteration 12Q: 3 clusters Score -1.13531e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 96445 members 
Entering Unmasked Estep 
Score: -11353134.000000 Penalty: 3730.417969
	Iteration 13Q: 3 clusters Score -1.135313e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 96452 members 
Entering Unmasked Estep 
Score: -11353151.000000 Penalty: 3730.417969
	Iteration 14Q: 3 clusters Score -1.135315e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 96455 members 
Entering Unmasked Estep 
Score: -11353182.000000 Penalty: 3730.417969
	Iteration 15Q: 3 clusters Score -1.135318e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 96453 members 
Entering Unmasked Estep 
Score: -11353190.000000 Penalty: 3730.417969
	Iteration 16Q: 3 clusters Score -1.135319e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 96455 members 
Entering Unmasked Estep 
Score: -11353199.000000 Penalty: 3730.417969
	Iteration 17Q: 3 clusters Score -1.13532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 96456 members 
Entering Unmasked Estep 
Score: -11353207.000000 Penalty: 3730.417969
	Iteration 18Q: 3 clusters Score -1.135321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 96455 members 
Entering Unmasked Estep 
Score: -11353216.000000 Penalty: 3730.417969
	Iteration 19Q: 3 clusters Score -1.135322e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 96455 members 
Entering Unmasked Estep 
Score: -11353216.000000 Penalty: 3730.417969
	Iteration 20F: 3 clusters Score -1.135322e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (191970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191970 members 
Entering Unmasked Estep 
Score: -22016786.000000 Penalty: 1976.827881
	Iteration 0F: 2 clusters Score -2.201679e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96236 members 
Mstep: Class 2 contains 95734 members 
Entering Unmasked Estep 
Score: -21908696.000000 Penalty: 3953.655762
	Iteration 0F: 3 clusters Score -2.19087e+07 nChanged 93033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103499 members 
Mstep: Class 2 contains 88471 members 
Entering Unmasked Estep 
Score: -21964470.000000 Penalty: 3953.655762
	Iteration 1F: 3 clusters Score -2.196447e+07 nChanged 7746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108019 members 
Mstep: Class 2 contains 83951 members 
Entering Unmasked Estep 
Score: -21966574.000000 Penalty: 3953.655762
	Iteration 2Q: 3 clusters Score -2.196657e+07 nChanged 9335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114500 members 
Mstep: Class 2 contains 77470 members 
Entering Unmasked Estep 
Score: -21970084.000000 Penalty: 3953.655762
	Iteration 3Q: 3 clusters Score -2.197008e+07 nChanged 10987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122977 members 
Mstep: Class 2 contains 68993 members 
Entering Unmasked Estep 
Score: -21975070.000000 Penalty: 3953.655762
	Iteration 4F: 3 clusters Score -2.197507e+07 nChanged 12589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133436 members 
Mstep: Class 2 contains 58534 members 
Entering Unmasked Estep 
Score: -21982270.000000 Penalty: 3953.655762
	Iteration 5F: 3 clusters Score -2.198227e+07 nChanged 13199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144533 members 
Mstep: Class 2 contains 47437 members 
Entering Unmasked Estep 
Score: -21991300.000000 Penalty: 3953.655762
	Iteration 6F: 3 clusters Score -2.19913e+07 nChanged 12028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154359 members 
Mstep: Class 2 contains 37611 members 
Entering Unmasked Estep 
Score: -21999956.000000 Penalty: 3953.655762
	Iteration 7F: 3 clusters Score -2.199996e+07 nChanged 9329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161234 members 
Mstep: Class 2 contains 30736 members 
Entering Unmasked Estep 
Score: -22006436.000000 Penalty: 3953.655762
	Iteration 8Q: 3 clusters Score -2.200644e+07 nChanged 6753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165403 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -22009470.000000 Penalty: 3953.655762
	Iteration 9Q: 3 clusters Score -2.200947e+07 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167687 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -22011032.000000 Penalty: 3953.655762
	Iteration 10Q: 3 clusters Score -2.201103e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169326 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -22011770.000000 Penalty: 3953.655762
	Iteration 11Q: 3 clusters Score -2.201177e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170713 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -22012022.000000 Penalty: 3953.655762
	Iteration 12Q: 3 clusters Score -2.201202e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171916 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -22012032.000000 Penalty: 3953.655762
	Iteration 13Q: 3 clusters Score -2.201203e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173032 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -22012132.000000 Penalty: 3953.655762
	Iteration 14Q: 3 clusters Score -2.201213e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174128 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -22012244.000000 Penalty: 3953.655762
	Iteration 15Q: 3 clusters Score -2.201224e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175167 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -22012344.000000 Penalty: 3953.655762
	Iteration 16Q: 3 clusters Score -2.201234e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176113 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -22012418.000000 Penalty: 3953.655762
	Iteration 17Q: 3 clusters Score -2.201242e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177065 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -22012530.000000 Penalty: 3953.655762
	Iteration 18Q: 3 clusters Score -2.201253e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178007 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -22012700.000000 Penalty: 3953.655762
	Iteration 19Q: 3 clusters Score -2.20127e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178910 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -22012840.000000 Penalty: 3953.655762
	Iteration 20F: 3 clusters Score -2.201284e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179799 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -22013010.000000 Penalty: 3953.655762
	Iteration 21Q: 3 clusters Score -2.201301e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180703 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -22013230.000000 Penalty: 3953.655762
	Iteration 22Q: 3 clusters Score -2.201323e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181601 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -22013464.000000 Penalty: 3953.655762
	Iteration 23Q: 3 clusters Score -2.201346e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182436 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -22013718.000000 Penalty: 3953.655762
	Iteration 24Q: 3 clusters Score -2.201372e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183298 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -22013854.000000 Penalty: 3953.655762
	Iteration 25Q: 3 clusters Score -2.201385e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184062 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -22014110.000000 Penalty: 3953.655762
	Iteration 26Q: 3 clusters Score -2.201411e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184801 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -22014368.000000 Penalty: 3953.655762
	Iteration 27Q: 3 clusters Score -2.201437e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185477 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -22014522.000000 Penalty: 3953.655762
	Iteration 28Q: 3 clusters Score -2.201452e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186092 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -22014706.000000 Penalty: 3953.655762
	Iteration 29Q: 3 clusters Score -2.201471e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186695 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -22014928.000000 Penalty: 3953.655762
	Iteration 30Q: 3 clusters Score -2.201493e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187264 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -22014992.000000 Penalty: 3953.655762
	Iteration 31Q: 3 clusters Score -2.201499e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187793 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -22015092.000000 Penalty: 3953.655762
	Iteration 32Q: 3 clusters Score -2.201509e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188287 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -22015084.000000 Penalty: 3953.655762
	Iteration 33Q: 3 clusters Score -2.201508e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188720 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -22015244.000000 Penalty: 3953.655762
	Iteration 34Q: 3 clusters Score -2.201524e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189099 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -22015170.000000 Penalty: 3953.655762
	Iteration 35Q: 3 clusters Score -2.201517e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189411 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -22015318.000000 Penalty: 3953.655762
	Iteration 36Q: 3 clusters Score -2.201532e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189667 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -22015338.000000 Penalty: 3953.655762
	Iteration 37Q: 3 clusters Score -2.201534e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189892 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -22015388.000000 Penalty: 3953.655762
	Iteration 38Q: 3 clusters Score -2.201539e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190080 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -22015350.000000 Penalty: 3953.655762
	Iteration 39Q: 3 clusters Score -2.201535e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190235 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -22015360.000000 Penalty: 3953.655762
	Iteration 40F: 3 clusters Score -2.201536e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190351 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -22015386.000000 Penalty: 3953.655762
	Iteration 41Q: 3 clusters Score -2.201539e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190460 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -22015420.000000 Penalty: 3953.655762
	Iteration 42Q: 3 clusters Score -2.201542e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190532 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -22015388.000000 Penalty: 3953.655762
	Iteration 43Q: 3 clusters Score -2.201539e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190605 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -22015376.000000 Penalty: 3953.655762
	Iteration 44Q: 3 clusters Score -2.201538e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190658 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -22015382.000000 Penalty: 3953.655762
	Iteration 45Q: 3 clusters Score -2.201538e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190712 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -22015368.000000 Penalty: 3953.655762
	Iteration 46Q: 3 clusters Score -2.201537e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190745 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -22015388.000000 Penalty: 3953.655762
	Iteration 47Q: 3 clusters Score -2.201539e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190787 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -22015382.000000 Penalty: 3953.655762
	Iteration 48Q: 3 clusters Score -2.201538e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190818 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -22015392.000000 Penalty: 3953.655762
	Iteration 49Q: 3 clusters Score -2.201539e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190845 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -22015364.000000 Penalty: 3953.655762
	Iteration 50Q: 3 clusters Score -2.201536e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190883 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -22015366.000000 Penalty: 3953.655762
	Iteration 51Q: 3 clusters Score -2.201537e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190911 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -22015378.000000 Penalty: 3953.655762
	Iteration 52Q: 3 clusters Score -2.201538e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190936 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -22015404.000000 Penalty: 3953.655762
	Iteration 53Q: 3 clusters Score -2.20154e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190962 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -22015414.000000 Penalty: 3953.655762
	Iteration 54Q: 3 clusters Score -2.201541e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190983 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -22015402.000000 Penalty: 3953.655762
	Iteration 55Q: 3 clusters Score -2.20154e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191001 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -22015412.000000 Penalty: 3953.655762
	Iteration 56Q: 3 clusters Score -2.201541e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191014 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -22015402.000000 Penalty: 3953.655762
	Iteration 57Q: 3 clusters Score -2.20154e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191030 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -22015410.000000 Penalty: 3953.655762
	Iteration 58Q: 3 clusters Score -2.201541e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191046 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -22015416.000000 Penalty: 3953.655762
	Iteration 59Q: 3 clusters Score -2.201542e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191064 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -22015442.000000 Penalty: 3953.655762
	Iteration 60F: 3 clusters Score -2.201544e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191084 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -22015452.000000 Penalty: 3953.655762
	Iteration 61Q: 3 clusters Score -2.201545e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191095 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -22015444.000000 Penalty: 3953.655762
	Iteration 62Q: 3 clusters Score -2.201544e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191103 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -22015452.000000 Penalty: 3953.655762
	Iteration 63Q: 3 clusters Score -2.201545e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191109 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -22015464.000000 Penalty: 3953.655762
	Iteration 64Q: 3 clusters Score -2.201546e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191113 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -22015474.000000 Penalty: 3953.655762
	Iteration 65Q: 3 clusters Score -2.201547e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191114 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -22015454.000000 Penalty: 3953.655762
	Iteration 66Q: 3 clusters Score -2.201545e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191118 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -22015440.000000 Penalty: 3953.655762
	Iteration 67Q: 3 clusters Score -2.201544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191121 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -22015446.000000 Penalty: 3953.655762
	Iteration 68Q: 3 clusters Score -2.201545e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191121 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -22015450.000000 Penalty: 3953.655762
	Iteration 69Q: 3 clusters Score -2.201545e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191122 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -22015460.000000 Penalty: 3953.655762
	Iteration 70Q: 3 clusters Score -2.201546e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191123 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -22015452.000000 Penalty: 3953.655762
	Iteration 71Q: 3 clusters Score -2.201545e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191125 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -22015460.000000 Penalty: 3953.655762
	Iteration 72Q: 3 clusters Score -2.201546e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191127 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -22015466.000000 Penalty: 3953.655762
	Iteration 73Q: 3 clusters Score -2.201547e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191132 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -22015448.000000 Penalty: 3953.655762
	Iteration 74Q: 3 clusters Score -2.201545e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191136 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -22015468.000000 Penalty: 3953.655762
	Iteration 75Q: 3 clusters Score -2.201547e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191142 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -22015466.000000 Penalty: 3953.655762
	Iteration 76Q: 3 clusters Score -2.201547e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191146 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -22015472.000000 Penalty: 3953.655762
	Iteration 77Q: 3 clusters Score -2.201547e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191147 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -22015482.000000 Penalty: 3953.655762
	Iteration 78Q: 3 clusters Score -2.201548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191147 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -22015476.000000 Penalty: 3953.655762
	Iteration 79Q: 3 clusters Score -2.201548e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191148 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -22015470.000000 Penalty: 3953.655762
	Iteration 80F: 3 clusters Score -2.201547e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -37342.449219 Penalty: 995.970642
	Iteration 0F: 2 clusters Score -37342.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -36377.828125 Penalty: 1991.941284
	Iteration 0F: 3 clusters Score -36377.83 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -36709.609375 Penalty: 1991.941284
	Iteration 1F: 3 clusters Score -36709.61 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -36988.851562 Penalty: 1991.941284
	Iteration 2F: 3 clusters Score -36988.85 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -37128.687500 Penalty: 1991.941284
	Iteration 3F: 3 clusters Score -37128.69 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -37220.726562 Penalty: 1991.941284
	Iteration 4Q: 3 clusters Score -37220.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -37239.082031 Penalty: 1991.941284
	Iteration 5Q: 3 clusters Score -37239.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -37242.609375 Penalty: 1991.941284
	Iteration 6Q: 3 clusters Score -37242.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -37243.812500 Penalty: 1991.941284
	Iteration 7Q: 3 clusters Score -37243.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -37248.304688 Penalty: 1991.941284
	Iteration 8Q: 3 clusters Score -37248.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -37248.304688 Penalty: 1991.941284
	Iteration 9F: 3 clusters Score -37248.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (48729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48729 members 
Entering Unmasked Estep 
Score: -5813824.000000 Penalty: 1754.029785
	Iteration 0F: 2 clusters Score -5813824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -5781379.500000 Penalty: 3508.059570
	Iteration 0F: 3 clusters Score -5781380 nChanged 22756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -5794074.000000 Penalty: 3508.059570
	Iteration 1F: 3 clusters Score -5794074 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -5794493.500000 Penalty: 3508.059570
	Iteration 2Q: 3 clusters Score -5794494 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -5795045.500000 Penalty: 3508.059570
	Iteration 3Q: 3 clusters Score -5795046 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -5795853.000000 Penalty: 3508.059570
	Iteration 4Q: 3 clusters Score -5795853 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31511 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -5797112.500000 Penalty: 3508.059570
	Iteration 5F: 3 clusters Score -5797112 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34926 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -5799400.000000 Penalty: 3508.059570
	Iteration 6F: 3 clusters Score -5799400 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39009 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -5802757.500000 Penalty: 3508.059570
	Iteration 7F: 3 clusters Score -5802758 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43174 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -5806732.500000 Penalty: 3508.059570
	Iteration 8F: 3 clusters Score -5806732 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46395 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -5809946.000000 Penalty: 3508.059570
	Iteration 9F: 3 clusters Score -5809946 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47952 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -5811524.000000 Penalty: 3508.059570
	Iteration 10Q: 3 clusters Score -5811524 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48452 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5812000.500000 Penalty: 3508.059570
	Iteration 11Q: 3 clusters Score -5812000 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48564 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -5812138.500000 Penalty: 3508.059570
	Iteration 12Q: 3 clusters Score -5812138 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48596 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -5812201.000000 Penalty: 3508.059570
	Iteration 13Q: 3 clusters Score -5812201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48602 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -5812225.500000 Penalty: 3508.059570
	Iteration 14Q: 3 clusters Score -5812226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48605 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -5812229.000000 Penalty: 3508.059570
	Iteration 15Q: 3 clusters Score -5812229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48610 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -5812237.500000 Penalty: 3508.059570
	Iteration 16Q: 3 clusters Score -5812238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48610 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -5812241.500000 Penalty: 3508.059570
	Iteration 17Q: 3 clusters Score -5812242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48609 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -5812246.500000 Penalty: 3508.059570
	Iteration 18Q: 3 clusters Score -5812246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48609 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -5812246.500000 Penalty: 3508.059570
	Iteration 19F: 3 clusters Score -5812246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Entering Unmasked Estep 
Score: -31456.878906 Penalty: 933.758057
	Iteration 0F: 2 clusters Score -31456.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -30566.740234 Penalty: 1867.516113
	Iteration 0F: 3 clusters Score -30566.74 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -30693.369141 Penalty: 1867.516113
	Iteration 1F: 3 clusters Score -30693.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -30723.750000 Penalty: 1867.516113
	Iteration 2Q: 3 clusters Score -30723.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -30739.587891 Penalty: 1867.516113
	Iteration 3Q: 3 clusters Score -30739.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -30745.755859 Penalty: 1867.516113
	Iteration 4Q: 3 clusters Score -30745.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -30749.455078 Penalty: 1867.516113
	Iteration 5Q: 3 clusters Score -30749.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -30749.455078 Penalty: 1867.516113
	Iteration 6F: 3 clusters Score -30749.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (115399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115399 members 
Entering Unmasked Estep 
Score: -13669669.000000 Penalty: 1894.124512
	Iteration 0F: 2 clusters Score -1.366967e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57664 members 
Mstep: Class 2 contains 57735 members 
Entering Unmasked Estep 
Score: -13596463.000000 Penalty: 3788.249023
	Iteration 0F: 3 clusters Score -1.359646e+07 nChanged 55481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55473 members 
Mstep: Class 2 contains 59926 members 
Entering Unmasked Estep 
Score: -13629596.000000 Penalty: 3788.249023
	Iteration 1F: 3 clusters Score -1.36296e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53128 members 
Mstep: Class 2 contains 62271 members 
Entering Unmasked Estep 
Score: -13630669.000000 Penalty: 3788.249023
	Iteration 2Q: 3 clusters Score -1.363067e+07 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49627 members 
Mstep: Class 2 contains 65772 members 
Entering Unmasked Estep 
Score: -13632042.000000 Penalty: 3788.249023
	Iteration 3Q: 3 clusters Score -1.363204e+07 nChanged 6216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44373 members 
Mstep: Class 2 contains 71026 members 
Entering Unmasked Estep 
Score: -13634565.000000 Penalty: 3788.249023
	Iteration 4F: 3 clusters Score -1.363456e+07 nChanged 7743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37190 members 
Mstep: Class 2 contains 78209 members 
Entering Unmasked Estep 
Score: -13638810.000000 Penalty: 3788.249023
	Iteration 5F: 3 clusters Score -1.363881e+07 nChanged 9004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Mstep: Class 2 contains 86885 members 
Entering Unmasked Estep 
Score: -13646620.000000 Penalty: 3788.249023
	Iteration 6F: 3 clusters Score -1.364662e+07 nChanged 8153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 94804 members 
Entering Unmasked Estep 
Score: -13653456.000000 Penalty: 3788.249023
	Iteration 7F: 3 clusters Score -1.365346e+07 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 100076 members 
Entering Unmasked Estep 
Score: -13657971.000000 Penalty: 3788.249023
	Iteration 8F: 3 clusters Score -1.365797e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 102836 members 
Entering Unmasked Estep 
Score: -13660483.000000 Penalty: 3788.249023
	Iteration 9Q: 3 clusters Score -1.366048e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 104315 members 
Entering Unmasked Estep 
Score: -13661516.000000 Penalty: 3788.249023
	Iteration 10Q: 3 clusters Score -1.366152e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 105359 members 
Entering Unmasked Estep 
Score: -13661877.000000 Penalty: 3788.249023
	Iteration 11Q: 3 clusters Score -1.366188e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 106238 members 
Entering Unmasked Estep 
Score: -13662190.000000 Penalty: 3788.249023
	Iteration 12Q: 3 clusters Score -1.366219e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 107049 members 
Entering Unmasked Estep 
Score: -13662391.000000 Penalty: 3788.249023
	Iteration 13Q: 3 clusters Score -1.366239e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 107745 members 
Entering Unmasked Estep 
Score: -13662478.000000 Penalty: 3788.249023
	Iteration 14Q: 3 clusters Score -1.366248e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 108320 members 
Entering Unmasked Estep 
Score: -13662597.000000 Penalty: 3788.249023
	Iteration 15Q: 3 clusters Score -1.36626e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 108844 members 
Entering Unmasked Estep 
Score: -13662774.000000 Penalty: 3788.249023
	Iteration 16Q: 3 clusters Score -1.366277e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 109334 members 
Entering Unmasked Estep 
Score: -13662949.000000 Penalty: 3788.249023
	Iteration 17Q: 3 clusters Score -1.366295e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 109824 members 
Entering Unmasked Estep 
Score: -13663423.000000 Penalty: 3788.249023
	Iteration 18Q: 3 clusters Score -1.366342e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 110311 members 
Entering Unmasked Estep 
Score: -13663912.000000 Penalty: 3788.249023
	Iteration 19Q: 3 clusters Score -1.366391e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 110791 members 
Entering Unmasked Estep 
Score: -13664487.000000 Penalty: 3788.249023
	Iteration 20F: 3 clusters Score -1.366449e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 111273 members 
Entering Unmasked Estep 
Score: -13664890.000000 Penalty: 3788.249023
	Iteration 21Q: 3 clusters Score -1.366489e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 111724 members 
Entering Unmasked Estep 
Score: -13665323.000000 Penalty: 3788.249023
	Iteration 22Q: 3 clusters Score -1.366532e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 112126 members 
Entering Unmasked Estep 
Score: -13665733.000000 Penalty: 3788.249023
	Iteration 23Q: 3 clusters Score -1.366573e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 112473 members 
Entering Unmasked Estep 
Score: -13666129.000000 Penalty: 3788.249023
	Iteration 24Q: 3 clusters Score -1.366613e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 112828 members 
Entering Unmasked Estep 
Score: -13666475.000000 Penalty: 3788.249023
	Iteration 25Q: 3 clusters Score -1.366648e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 113135 members 
Entering Unmasked Estep 
Score: -13666770.000000 Penalty: 3788.249023
	Iteration 26Q: 3 clusters Score -1.366677e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 113392 members 
Entering Unmasked Estep 
Score: -13666974.000000 Penalty: 3788.249023
	Iteration 27Q: 3 clusters Score -1.366697e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 113635 members 
Entering Unmasked Estep 
Score: -13667125.000000 Penalty: 3788.249023
	Iteration 28Q: 3 clusters Score -1.366712e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 113853 members 
Entering Unmasked Estep 
Score: -13667319.000000 Penalty: 3788.249023
	Iteration 29Q: 3 clusters Score -1.366732e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 114033 members 
Entering Unmasked Estep 
Score: -13667409.000000 Penalty: 3788.249023
	Iteration 30Q: 3 clusters Score -1.366741e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 114169 members 
Entering Unmasked Estep 
Score: -13667476.000000 Penalty: 3788.249023
	Iteration 31Q: 3 clusters Score -1.366748e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 114294 members 
Entering Unmasked Estep 
Score: -13667599.000000 Penalty: 3788.249023
	Iteration 32Q: 3 clusters Score -1.36676e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 114397 members 
Entering Unmasked Estep 
Score: -13667654.000000 Penalty: 3788.249023
	Iteration 33Q: 3 clusters Score -1.366765e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 114479 members 
Entering Unmasked Estep 
Score: -13667700.000000 Penalty: 3788.249023
	Iteration 34Q: 3 clusters Score -1.36677e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 114556 members 
Entering Unmasked Estep 
Score: -13667746.000000 Penalty: 3788.249023
	Iteration 35Q: 3 clusters Score -1.366775e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 114610 members 
Entering Unmasked Estep 
Score: -13667805.000000 Penalty: 3788.249023
	Iteration 36Q: 3 clusters Score -1.36678e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 114654 members 
Entering Unmasked Estep 
Score: -13667821.000000 Penalty: 3788.249023
	Iteration 37Q: 3 clusters Score -1.366782e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 114694 members 
Entering Unmasked Estep 
Score: -13667848.000000 Penalty: 3788.249023
	Iteration 38Q: 3 clusters Score -1.366785e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 114725 members 
Entering Unmasked Estep 
Score: -13667864.000000 Penalty: 3788.249023
	Iteration 39Q: 3 clusters Score -1.366786e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 114758 members 
Entering Unmasked Estep 
Score: -13667873.000000 Penalty: 3788.249023
	Iteration 40F: 3 clusters Score -1.366787e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 114789 members 
Entering Unmasked Estep 
Score: -13667894.000000 Penalty: 3788.249023
	Iteration 41Q: 3 clusters Score -1.366789e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 114812 members 
Entering Unmasked Estep 
Score: -13667901.000000 Penalty: 3788.249023
	Iteration 42Q: 3 clusters Score -1.36679e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 114827 members 
Entering Unmasked Estep 
Score: -13667910.000000 Penalty: 3788.249023
	Iteration 43Q: 3 clusters Score -1.366791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 114834 members 
Entering Unmasked Estep 
Score: -13667921.000000 Penalty: 3788.249023
	Iteration 44Q: 3 clusters Score -1.366792e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 114840 members 
Entering Unmasked Estep 
Score: -13667929.000000 Penalty: 3788.249023
	Iteration 45Q: 3 clusters Score -1.366793e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 114843 members 
Entering Unmasked Estep 
Score: -13667912.000000 Penalty: 3788.249023
	Iteration 46Q: 3 clusters Score -1.366791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 114850 members 
Entering Unmasked Estep 
Score: -13667905.000000 Penalty: 3788.249023
	Iteration 47Q: 3 clusters Score -1.36679e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 114852 members 
Entering Unmasked Estep 
Score: -13667900.000000 Penalty: 3788.249023
	Iteration 48Q: 3 clusters Score -1.36679e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 114855 members 
Entering Unmasked Estep 
Score: -13667895.000000 Penalty: 3788.249023
	Iteration 49Q: 3 clusters Score -1.36679e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 114856 members 
Entering Unmasked Estep 
Score: -13667898.000000 Penalty: 3788.249023
	Iteration 50Q: 3 clusters Score -1.36679e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 114861 members 
Entering Unmasked Estep 
Score: -13667912.000000 Penalty: 3788.249023
	Iteration 51Q: 3 clusters Score -1.366791e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 114865 members 
Entering Unmasked Estep 
Score: -13667919.000000 Penalty: 3788.249023
	Iteration 52Q: 3 clusters Score -1.366792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 114867 members 
Entering Unmasked Estep 
Score: -13667916.000000 Penalty: 3788.249023
	Iteration 53Q: 3 clusters Score -1.366792e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 114869 members 
Entering Unmasked Estep 
Score: -13667916.000000 Penalty: 3788.249023
	Iteration 54Q: 3 clusters Score -1.366792e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 114875 members 
Entering Unmasked Estep 
Score: -13667918.000000 Penalty: 3788.249023
	Iteration 55Q: 3 clusters Score -1.366792e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 114877 members 
Entering Unmasked Estep 
Score: -13667924.000000 Penalty: 3788.249023
	Iteration 56Q: 3 clusters Score -1.366792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 114878 members 
Entering Unmasked Estep 
Score: -13667919.000000 Penalty: 3788.249023
	Iteration 57Q: 3 clusters Score -1.366792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 114879 members 
Entering Unmasked Estep 
Score: -13667920.000000 Penalty: 3788.249023
	Iteration 58Q: 3 clusters Score -1.366792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 114880 members 
Entering Unmasked Estep 
Score: -13667929.000000 Penalty: 3788.249023
	Iteration 59Q: 3 clusters Score -1.366793e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 114880 members 
Entering Unmasked Estep 
Score: -13667929.000000 Penalty: 3788.249023
	Iteration 60F: 3 clusters Score -1.366793e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -81963.968750 Penalty: 1081.718018
	Iteration 0F: 2 clusters Score -81963.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -80662.781250 Penalty: 2163.436035
	Iteration 0F: 3 clusters Score -80662.78 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -80908.679688 Penalty: 2163.436035
	Iteration 1F: 3 clusters Score -80908.68 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -80975.562500 Penalty: 2163.436035
	Iteration 2F: 3 clusters Score -80975.56 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -81000.382812 Penalty: 2163.436035
	Iteration 3Q: 3 clusters Score -81000.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -81024.101562 Penalty: 2163.436035
	Iteration 4Q: 3 clusters Score -81024.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -81033.421875 Penalty: 2163.436035
	Iteration 5Q: 3 clusters Score -81033.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -81037.140625 Penalty: 2163.436035
	Iteration 6Q: 3 clusters Score -81037.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -81037.781250 Penalty: 2163.436035
	Iteration 7Q: 3 clusters Score -81037.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -81037.781250 Penalty: 2163.436035
	Iteration 8F: 3 clusters Score -81037.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (110370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110370 members 
Entering Unmasked Estep 
Score: -13108595.000000 Penalty: 1886.883911
	Iteration 0F: 2 clusters Score -1.31086e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55412 members 
Mstep: Class 2 contains 54958 members 
Entering Unmasked Estep 
Score: -13038374.000000 Penalty: 3773.767822
	Iteration 0F: 3 clusters Score -1.303837e+07 nChanged 53133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58803 members 
Mstep: Class 2 contains 51567 members 
Entering Unmasked Estep 
Score: -13069819.000000 Penalty: 3773.767822
	Iteration 1F: 3 clusters Score -1.306982e+07 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60332 members 
Mstep: Class 2 contains 50038 members 
Entering Unmasked Estep 
Score: -13071059.000000 Penalty: 3773.767822
	Iteration 2Q: 3 clusters Score -1.307106e+07 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62195 members 
Mstep: Class 2 contains 48175 members 
Entering Unmasked Estep 
Score: -13072860.000000 Penalty: 3773.767822
	Iteration 3Q: 3 clusters Score -1.307286e+07 nChanged 6318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64145 members 
Mstep: Class 2 contains 46225 members 
Entering Unmasked Estep 
Score: -13075770.000000 Penalty: 3773.767822
	Iteration 4F: 3 clusters Score -1.307577e+07 nChanged 7671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65502 members 
Mstep: Class 2 contains 44868 members 
Entering Unmasked Estep 
Score: -13081576.000000 Penalty: 3773.767822
	Iteration 5F: 3 clusters Score -1.308158e+07 nChanged 8869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65429 members 
Mstep: Class 2 contains 44941 members 
Entering Unmasked Estep 
Score: -13090280.000000 Penalty: 3773.767822
	Iteration 6F: 3 clusters Score -1.309028e+07 nChanged 8848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63451 members 
Mstep: Class 2 contains 46919 members 
Entering Unmasked Estep 
Score: -13097922.000000 Penalty: 3773.767822
	Iteration 7F: 3 clusters Score -1.309792e+07 nChanged 6284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60447 members 
Mstep: Class 2 contains 49923 members 
Entering Unmasked Estep 
Score: -13102367.000000 Penalty: 3773.767822
	Iteration 8F: 3 clusters Score -1.310237e+07 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57635 members 
Mstep: Class 2 contains 52735 members 
Entering Unmasked Estep 
Score: -13105497.000000 Penalty: 3773.767822
	Iteration 9Q: 3 clusters Score -1.31055e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55222 members 
Mstep: Class 2 contains 55148 members 
Entering Unmasked Estep 
Score: -13107299.000000 Penalty: 3773.767822
	Iteration 10Q: 3 clusters Score -1.31073e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52293 members 
Mstep: Class 2 contains 58077 members 
Entering Unmasked Estep 
Score: -13108581.000000 Penalty: 3773.767822
	Iteration 11Q: 3 clusters Score -1.310858e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49849 members 
Mstep: Class 2 contains 60521 members 
Entering Unmasked Estep 
Score: -13108914.000000 Penalty: 3773.767822
	Iteration 12Q: 3 clusters Score -1.310891e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47308 members 
Mstep: Class 2 contains 63062 members 
Entering Unmasked Estep 
Score: -13109116.000000 Penalty: 3773.767822
	Iteration 13Q: 3 clusters Score -1.310912e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44845 members 
Mstep: Class 2 contains 65525 members 
Entering Unmasked Estep 
Score: -13109046.000000 Penalty: 3773.767822
	Iteration 14Q: 3 clusters Score -1.310905e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 67384 members 
Entering Unmasked Estep 
Score: -13108895.000000 Penalty: 3773.767822
	Iteration 15Q: 3 clusters Score -1.31089e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41450 members 
Mstep: Class 2 contains 68920 members 
Entering Unmasked Estep 
Score: -13108694.000000 Penalty: 3773.767822
	Iteration 16Q: 3 clusters Score -1.310869e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40237 members 
Mstep: Class 2 contains 70133 members 
Entering Unmasked Estep 
Score: -13108602.000000 Penalty: 3773.767822
	Iteration 17Q: 3 clusters Score -1.31086e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39104 members 
Mstep: Class 2 contains 71266 members 
Entering Unmasked Estep 
Score: -13108517.000000 Penalty: 3773.767822
	Iteration 18Q: 3 clusters Score -1.310852e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37850 members 
Mstep: Class 2 contains 72520 members 
Entering Unmasked Estep 
Score: -13108454.000000 Penalty: 3773.767822
	Iteration 19Q: 3 clusters Score -1.310845e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 73812 members 
Entering Unmasked Estep 
Score: -13108298.000000 Penalty: 3773.767822
	Iteration 20F: 3 clusters Score -1.31083e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 2 contains 75172 members 
Entering Unmasked Estep 
Score: -13108195.000000 Penalty: 3773.767822
	Iteration 21Q: 3 clusters Score -1.31082e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33797 members 
Mstep: Class 2 contains 76573 members 
Entering Unmasked Estep 
Score: -13108132.000000 Penalty: 3773.767822
	Iteration 22Q: 3 clusters Score -1.310813e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32193 members 
Mstep: Class 2 contains 78177 members 
Entering Unmasked Estep 
Score: -13107778.000000 Penalty: 3773.767822
	Iteration 23Q: 3 clusters Score -1.310778e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31002 members 
Mstep: Class 2 contains 79368 members 
Entering Unmasked Estep 
Score: -13107702.000000 Penalty: 3773.767822
	Iteration 24Q: 3 clusters Score -1.31077e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29983 members 
Mstep: Class 2 contains 80387 members 
Entering Unmasked Estep 
Score: -13107545.000000 Penalty: 3773.767822
	Iteration 25Q: 3 clusters Score -1.310754e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29032 members 
Mstep: Class 2 contains 81338 members 
Entering Unmasked Estep 
Score: -13107394.000000 Penalty: 3773.767822
	Iteration 26Q: 3 clusters Score -1.310739e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 82231 members 
Entering Unmasked Estep 
Score: -13107448.000000 Penalty: 3773.767822
	Iteration 27Q: 3 clusters Score -1.310745e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27601 members 
Mstep: Class 2 contains 82769 members 
Entering Unmasked Estep 
Score: -13108199.000000 Penalty: 3773.767822
	Iteration 28Q: 3 clusters Score -1.31082e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 83197 members 
Entering Unmasked Estep 
Score: -13108512.000000 Penalty: 3773.767822
	Iteration 29Q: 3 clusters Score -1.310851e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 83671 members 
Entering Unmasked Estep 
Score: -13108905.000000 Penalty: 3773.767822
	Iteration 30Q: 3 clusters Score -1.31089e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 84009 members 
Entering Unmasked Estep 
Score: -13109119.000000 Penalty: 3773.767822
	Iteration 31Q: 3 clusters Score -1.310912e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 84266 members 
Entering Unmasked Estep 
Score: -13109324.000000 Penalty: 3773.767822
	Iteration 32Q: 3 clusters Score -1.310932e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 84602 members 
Entering Unmasked Estep 
Score: -13109560.000000 Penalty: 3773.767822
	Iteration 33Q: 3 clusters Score -1.310956e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 84750 members 
Entering Unmasked Estep 
Score: -13109687.000000 Penalty: 3773.767822
	Iteration 34Q: 3 clusters Score -1.310969e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 84836 members 
Entering Unmasked Estep 
Score: -13109691.000000 Penalty: 3773.767822
	Iteration 35Q: 3 clusters Score -1.310969e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 84912 members 
Entering Unmasked Estep 
Score: -13109749.000000 Penalty: 3773.767822
	Iteration 36Q: 3 clusters Score -1.310975e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 85043 members 
Entering Unmasked Estep 
Score: -13109835.000000 Penalty: 3773.767822
	Iteration 37Q: 3 clusters Score -1.310984e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 85085 members 
Entering Unmasked Estep 
Score: -13109835.000000 Penalty: 3773.767822
	Iteration 38Q: 3 clusters Score -1.310984e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Mstep: Class 2 contains 85200 members 
Entering Unmasked Estep 
Score: -13109862.000000 Penalty: 3773.767822
	Iteration 39Q: 3 clusters Score -1.310986e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 85340 members 
Entering Unmasked Estep 
Score: -13109899.000000 Penalty: 3773.767822
	Iteration 40F: 3 clusters Score -1.31099e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 85340 members 
Entering Unmasked Estep 
Score: -13109891.000000 Penalty: 3773.767822
	Iteration 41Q: 3 clusters Score -1.310989e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 85295 members 
Entering Unmasked Estep 
Score: -13109900.000000 Penalty: 3773.767822
	Iteration 42Q: 3 clusters Score -1.31099e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 85312 members 
Entering Unmasked Estep 
Score: -13109900.000000 Penalty: 3773.767822
	Iteration 43Q: 3 clusters Score -1.31099e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 85364 members 
Entering Unmasked Estep 
Score: -13109920.000000 Penalty: 3773.767822
	Iteration 44Q: 3 clusters Score -1.310992e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 85399 members 
Entering Unmasked Estep 
Score: -13109930.000000 Penalty: 3773.767822
	Iteration 45Q: 3 clusters Score -1.310993e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 85494 members 
Entering Unmasked Estep 
Score: -13109933.000000 Penalty: 3773.767822
	Iteration 46Q: 3 clusters Score -1.310993e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 85515 members 
Entering Unmasked Estep 
Score: -13109935.000000 Penalty: 3773.767822
	Iteration 47Q: 3 clusters Score -1.310994e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 85580 members 
Entering Unmasked Estep 
Score: -13110039.000000 Penalty: 3773.767822
	Iteration 48Q: 3 clusters Score -1.311004e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 85614 members 
Entering Unmasked Estep 
Score: -13110038.000000 Penalty: 3773.767822
	Iteration 49Q: 3 clusters Score -1.311004e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 85619 members 
Entering Unmasked Estep 
Score: -13110045.000000 Penalty: 3773.767822
	Iteration 50Q: 3 clusters Score -1.311004e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 85672 members 
Entering Unmasked Estep 
Score: -13110068.000000 Penalty: 3773.767822
	Iteration 51Q: 3 clusters Score -1.311007e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 85675 members 
Entering Unmasked Estep 
Score: -13110085.000000 Penalty: 3773.767822
	Iteration 52Q: 3 clusters Score -1.311008e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 85707 members 
Entering Unmasked Estep 
Score: -13110082.000000 Penalty: 3773.767822
	Iteration 53Q: 3 clusters Score -1.311008e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 85739 members 
Entering Unmasked Estep 
Score: -13110071.000000 Penalty: 3773.767822
	Iteration 54Q: 3 clusters Score -1.311007e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 85734 members 
Entering Unmasked Estep 
Score: -13110112.000000 Penalty: 3773.767822
	Iteration 55Q: 3 clusters Score -1.311011e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 85736 members 
Entering Unmasked Estep 
Score: -13110088.000000 Penalty: 3773.767822
	Iteration 56Q: 3 clusters Score -1.311009e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 85740 members 
Entering Unmasked Estep 
Score: -13110079.000000 Penalty: 3773.767822
	Iteration 57Q: 3 clusters Score -1.311008e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 85763 members 
Entering Unmasked Estep 
Score: -13110074.000000 Penalty: 3773.767822
	Iteration 58Q: 3 clusters Score -1.311007e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 85818 members 
Entering Unmasked Estep 
Score: -13110081.000000 Penalty: 3773.767822
	Iteration 59Q: 3 clusters Score -1.311008e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 85795 members 
Entering Unmasked Estep 
Score: -13110101.000000 Penalty: 3773.767822
	Iteration 60F: 3 clusters Score -1.31101e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 85798 members 
Entering Unmasked Estep 
Score: -13110126.000000 Penalty: 3773.767822
	Iteration 61Q: 3 clusters Score -1.311013e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 85792 members 
Entering Unmasked Estep 
Score: -13110120.000000 Penalty: 3773.767822
	Iteration 62Q: 3 clusters Score -1.311012e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 85789 members 
Entering Unmasked Estep 
Score: -13110101.000000 Penalty: 3773.767822
	Iteration 63Q: 3 clusters Score -1.31101e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 85812 members 
Entering Unmasked Estep 
Score: -13110114.000000 Penalty: 3773.767822
	Iteration 64Q: 3 clusters Score -1.311011e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 85804 members 
Entering Unmasked Estep 
Score: -13110118.000000 Penalty: 3773.767822
	Iteration 65Q: 3 clusters Score -1.311012e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 85732 members 
Entering Unmasked Estep 
Score: -13110125.000000 Penalty: 3773.767822
	Iteration 66Q: 3 clusters Score -1.311012e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 85709 members 
Entering Unmasked Estep 
Score: -13110066.000000 Penalty: 3773.767822
	Iteration 67Q: 3 clusters Score -1.311007e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 85620 members 
Entering Unmasked Estep 
Score: -13110096.000000 Penalty: 3773.767822
	Iteration 68Q: 3 clusters Score -1.31101e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24724 members 
Mstep: Class 2 contains 85646 members 
Entering Unmasked Estep 
Score: -13110069.000000 Penalty: 3773.767822
	Iteration 69Q: 3 clusters Score -1.311007e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 85668 members 
Entering Unmasked Estep 
Score: -13110103.000000 Penalty: 3773.767822
	Iteration 70Q: 3 clusters Score -1.31101e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 85719 members 
Entering Unmasked Estep 
Score: -13110074.000000 Penalty: 3773.767822
	Iteration 71Q: 3 clusters Score -1.311007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 85722 members 
Entering Unmasked Estep 
Score: -13110059.000000 Penalty: 3773.767822
	Iteration 72Q: 3 clusters Score -1.311006e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 85775 members 
Entering Unmasked Estep 
Score: -13110087.000000 Penalty: 3773.767822
	Iteration 73Q: 3 clusters Score -1.311009e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 85736 members 
Entering Unmasked Estep 
Score: -13110091.000000 Penalty: 3773.767822
	Iteration 74Q: 3 clusters Score -1.311009e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 85733 members 
Entering Unmasked Estep 
Score: -13110095.000000 Penalty: 3773.767822
	Iteration 75Q: 3 clusters Score -1.31101e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 85732 members 
Entering Unmasked Estep 
Score: -13110089.000000 Penalty: 3773.767822
	Iteration 76Q: 3 clusters Score -1.311009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 85733 members 
Entering Unmasked Estep 
Score: -13110087.000000 Penalty: 3773.767822
	Iteration 77Q: 3 clusters Score -1.311009e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 85739 members 
Entering Unmasked Estep 
Score: -13110080.000000 Penalty: 3773.767822
	Iteration 78Q: 3 clusters Score -1.311008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 85738 members 
Entering Unmasked Estep 
Score: -13110075.000000 Penalty: 3773.767822
	Iteration 79Q: 3 clusters Score -1.311008e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 85791 members 
Entering Unmasked Estep 
Score: -13110074.000000 Penalty: 3773.767822
	Iteration 80F: 3 clusters Score -1.311007e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 85759 members 
Entering Unmasked Estep 
Score: -13110064.000000 Penalty: 3773.767822
	Iteration 81Q: 3 clusters Score -1.311006e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Mstep: Class 2 contains 85760 members 
Entering Unmasked Estep 
Score: -13110076.000000 Penalty: 3773.767822
	Iteration 82Q: 3 clusters Score -1.311008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 85764 members 
Entering Unmasked Estep 
Score: -13110071.000000 Penalty: 3773.767822
	Iteration 83Q: 3 clusters Score -1.311007e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 85750 members 
Entering Unmasked Estep 
Score: -13110056.000000 Penalty: 3773.767822
	Iteration 84Q: 3 clusters Score -1.311006e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 85768 members 
Entering Unmasked Estep 
Score: -13110080.000000 Penalty: 3773.767822
	Iteration 85Q: 3 clusters Score -1.311008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 85769 members 
Entering Unmasked Estep 
Score: -13110071.000000 Penalty: 3773.767822
	Iteration 86Q: 3 clusters Score -1.311007e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 85795 members 
Entering Unmasked Estep 
Score: -13110060.000000 Penalty: 3773.767822
	Iteration 87Q: 3 clusters Score -1.311006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 85790 members 
Entering Unmasked Estep 
Score: -13110079.000000 Penalty: 3773.767822
	Iteration 88Q: 3 clusters Score -1.311008e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 85775 members 
Entering Unmasked Estep 
Score: -13110080.000000 Penalty: 3773.767822
	Iteration 89Q: 3 clusters Score -1.311008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 85771 members 
Entering Unmasked Estep 
Score: -13110066.000000 Penalty: 3773.767822
	Iteration 90Q: 3 clusters Score -1.311007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 85772 members 
Entering Unmasked Estep 
Score: -13110065.000000 Penalty: 3773.767822
	Iteration 91Q: 3 clusters Score -1.311006e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 85781 members 
Entering Unmasked Estep 
Score: -13110076.000000 Penalty: 3773.767822
	Iteration 92Q: 3 clusters Score -1.311008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 85776 members 
Entering Unmasked Estep 
Score: -13110072.000000 Penalty: 3773.767822
	Iteration 93Q: 3 clusters Score -1.311007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 85777 members 
Entering Unmasked Estep 
Score: -13110051.000000 Penalty: 3773.767822
	Iteration 94Q: 3 clusters Score -1.311005e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 85772 members 
Entering Unmasked Estep 
Score: -13110049.000000 Penalty: 3773.767822
	Iteration 95Q: 3 clusters Score -1.311005e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 85819 members 
Entering Unmasked Estep 
Score: -13110066.000000 Penalty: 3773.767822
	Iteration 96Q: 3 clusters Score -1.311007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 85821 members 
Entering Unmasked Estep 
Score: -13110020.000000 Penalty: 3773.767822
	Iteration 97Q: 3 clusters Score -1.311002e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 85844 members 
Entering Unmasked Estep 
Score: -13110079.000000 Penalty: 3773.767822
	Iteration 98Q: 3 clusters Score -1.311008e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 85815 members 
Entering Unmasked Estep 
Score: -13110101.000000 Penalty: 3773.767822
	Iteration 99Q: 3 clusters Score -1.31101e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 85779 members 
Entering Unmasked Estep 
Score: -13110060.000000 Penalty: 3773.767822
	Iteration 100F: 3 clusters Score -1.311006e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 85788 members 
Entering Unmasked Estep 
Score: -13110048.000000 Penalty: 3773.767822
	Iteration 101Q: 3 clusters Score -1.311005e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 85788 members 
Entering Unmasked Estep 
Score: -13110048.000000 Penalty: 3773.767822
	Iteration 102F: 3 clusters Score -1.311005e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 3464 members 
Mstep: Class 3 contains 20032 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37141 members 
Mstep: Class 6 contains 73559 members 
Mstep: Class 7 contains 27317 members 
Mstep: Class 8 contains 36097 members 
Mstep: Class 9 contains 32220 members 
Mstep: Class 10 contains 16219 members 
Mstep: Class 11 contains 6577 members 
Mstep: Class 12 contains 69937 members 
Mstep: Class 13 contains 4157 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 17242 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 109911 members 
Mstep: Class 20 contains 85788 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 37158 members 
Mstep: Class 23 contains 9810 members 
Mstep: Class 24 contains 100237 members 
Mstep: Class 25 contains 84150 members 
Mstep: Class 26 contains 28370 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2589 members 
Mstep: Class 30 contains 55662 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 55390 members 
Mstep: Class 34 contains 1345 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 41440 members 
Mstep: Class 38 contains 12708 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10429 members 
Mstep: Class 41 contains 119883 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 96588 members 
Mstep: Class 45 contains 191970 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 48729 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 115399 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 24582 members 
Mstep: Class 53 contains 112393 members 
Mstep: Class 54 contains 12767 members 
Entering Unmasked Estep 
Score: -194756272.000000 Penalty: 123671.273438
Splitting cluster 52 changes total score from -194754736.000000 to -194756272.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 53 (112393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112393 members 
Entering Unmasked Estep 
Score: -13273168.000000 Penalty: 1889.835449
	Iteration 0F: 2 clusters Score -1.327317e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56126 members 
Mstep: Class 2 contains 56267 members 
Entering Unmasked Estep 
Score: -13201761.000000 Penalty: 3779.670898
	Iteration 0F: 3 clusters Score -1.320176e+07 nChanged 53829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54611 members 
Mstep: Class 2 contains 57782 members 
Entering Unmasked Estep 
Score: -13232849.000000 Penalty: 3779.670898
	Iteration 1F: 3 clusters Score -1.323285e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54399 members 
Mstep: Class 2 contains 57994 members 
Entering Unmasked Estep 
Score: -13233468.000000 Penalty: 3779.670898
	Iteration 2Q: 3 clusters Score -1.323347e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54345 members 
Mstep: Class 2 contains 58048 members 
Entering Unmasked Estep 
Score: -13234152.000000 Penalty: 3779.670898
	Iteration 3Q: 3 clusters Score -1.323415e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54380 members 
Mstep: Class 2 contains 58013 members 
Entering Unmasked Estep 
Score: -13235148.000000 Penalty: 3779.670898
	Iteration 4Q: 3 clusters Score -1.323515e+07 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54818 members 
Mstep: Class 2 contains 57575 members 
Entering Unmasked Estep 
Score: -13236605.000000 Penalty: 3779.670898
	Iteration 5Q: 3 clusters Score -1.32366e+07 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55740 members 
Mstep: Class 2 contains 56653 members 
Entering Unmasked Estep 
Score: -13239200.000000 Penalty: 3779.670898
	Iteration 6Q: 3 clusters Score -1.32392e+07 nChanged 6600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57398 members 
Mstep: Class 2 contains 54995 members 
Entering Unmasked Estep 
Score: -13243833.000000 Penalty: 3779.670898
	Iteration 7F: 3 clusters Score -1.324383e+07 nChanged 7937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59737 members 
Mstep: Class 2 contains 52656 members 
Entering Unmasked Estep 
Score: -13250253.000000 Penalty: 3779.670898
	Iteration 8F: 3 clusters Score -1.325025e+07 nChanged 7755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62404 members 
Mstep: Class 2 contains 49989 members 
Entering Unmasked Estep 
Score: -13255760.000000 Penalty: 3779.670898
	Iteration 9F: 3 clusters Score -1.325576e+07 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65089 members 
Mstep: Class 2 contains 47304 members 
Entering Unmasked Estep 
Score: -13258501.000000 Penalty: 3779.670898
	Iteration 10F: 3 clusters Score -1.32585e+07 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68094 members 
Mstep: Class 2 contains 44299 members 
Entering Unmasked Estep 
Score: -13260261.000000 Penalty: 3779.670898
	Iteration 11Q: 3 clusters Score -1.326026e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70821 members 
Mstep: Class 2 contains 41572 members 
Entering Unmasked Estep 
Score: -13261897.000000 Penalty: 3779.670898
	Iteration 12Q: 3 clusters Score -1.32619e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73496 members 
Mstep: Class 2 contains 38897 members 
Entering Unmasked Estep 
Score: -13263938.000000 Penalty: 3779.670898
	Iteration 13Q: 3 clusters Score -1.326394e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75836 members 
Mstep: Class 2 contains 36557 members 
Entering Unmasked Estep 
Score: -13265970.000000 Penalty: 3779.670898
	Iteration 14Q: 3 clusters Score -1.326597e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78168 members 
Mstep: Class 2 contains 34225 members 
Entering Unmasked Estep 
Score: -13267696.000000 Penalty: 3779.670898
	Iteration 15Q: 3 clusters Score -1.32677e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80266 members 
Mstep: Class 2 contains 32127 members 
Entering Unmasked Estep 
Score: -13269235.000000 Penalty: 3779.670898
	Iteration 16Q: 3 clusters Score -1.326924e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82076 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
Score: -13270590.000000 Penalty: 3779.670898
	Iteration 17Q: 3 clusters Score -1.327059e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83622 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -13272443.000000 Penalty: 3779.670898
	Iteration 18Q: 3 clusters Score -1.327244e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84440 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -13273443.000000 Penalty: 3779.670898
	Iteration 19Q: 3 clusters Score -1.327344e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84904 members 
Mstep: Class 2 contains 27489 members 
Entering Unmasked Estep 
Score: -13273932.000000 Penalty: 3779.670898
	Iteration 20F: 3 clusters Score -1.327393e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85258 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -13274202.000000 Penalty: 3779.670898
	Iteration 21Q: 3 clusters Score -1.32742e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85542 members 
Mstep: Class 2 contains 26851 members 
Entering Unmasked Estep 
Score: -13274467.000000 Penalty: 3779.670898
	Iteration 22Q: 3 clusters Score -1.327447e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85762 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -13274573.000000 Penalty: 3779.670898
	Iteration 23Q: 3 clusters Score -1.327457e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85964 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -13274642.000000 Penalty: 3779.670898
	Iteration 24Q: 3 clusters Score -1.327464e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86046 members 
Mstep: Class 2 contains 26347 members 
Entering Unmasked Estep 
Score: -13274630.000000 Penalty: 3779.670898
	Iteration 25Q: 3 clusters Score -1.327463e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86164 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -13274637.000000 Penalty: 3779.670898
	Iteration 26Q: 3 clusters Score -1.327464e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86304 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -13274624.000000 Penalty: 3779.670898
	Iteration 27Q: 3 clusters Score -1.327462e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86415 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -13274672.000000 Penalty: 3779.670898
	Iteration 28Q: 3 clusters Score -1.327467e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86613 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -13274687.000000 Penalty: 3779.670898
	Iteration 29Q: 3 clusters Score -1.327469e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86774 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -13274700.000000 Penalty: 3779.670898
	Iteration 30Q: 3 clusters Score -1.32747e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86903 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -13274714.000000 Penalty: 3779.670898
	Iteration 31Q: 3 clusters Score -1.327471e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87026 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -13274735.000000 Penalty: 3779.670898
	Iteration 32Q: 3 clusters Score -1.327474e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87097 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
Score: -13274721.000000 Penalty: 3779.670898
	Iteration 33Q: 3 clusters Score -1.327472e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87147 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -13274706.000000 Penalty: 3779.670898
	Iteration 34Q: 3 clusters Score -1.327471e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87165 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -13274700.000000 Penalty: 3779.670898
	Iteration 35Q: 3 clusters Score -1.32747e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87199 members 
Mstep: Class 2 contains 25194 members 
Entering Unmasked Estep 
Score: -13274703.000000 Penalty: 3779.670898
	Iteration 36Q: 3 clusters Score -1.32747e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87224 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
Score: -13274705.000000 Penalty: 3779.670898
	Iteration 37Q: 3 clusters Score -1.32747e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87237 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -13274688.000000 Penalty: 3779.670898
	Iteration 38Q: 3 clusters Score -1.327469e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87234 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -13274703.000000 Penalty: 3779.670898
	Iteration 39Q: 3 clusters Score -1.32747e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87276 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -13274702.000000 Penalty: 3779.670898
	Iteration 40F: 3 clusters Score -1.32747e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87296 members 
Mstep: Class 2 contains 25097 members 
Entering Unmasked Estep 
Score: -13274688.000000 Penalty: 3779.670898
	Iteration 41Q: 3 clusters Score -1.327469e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87333 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
Score: -13274665.000000 Penalty: 3779.670898
	Iteration 42Q: 3 clusters Score -1.327466e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87371 members 
Mstep: Class 2 contains 25022 members 
Entering Unmasked Estep 
Score: -13274655.000000 Penalty: 3779.670898
	Iteration 43Q: 3 clusters Score -1.327466e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87413 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -13274641.000000 Penalty: 3779.670898
	Iteration 44Q: 3 clusters Score -1.327464e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87467 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -13274647.000000 Penalty: 3779.670898
	Iteration 45Q: 3 clusters Score -1.327465e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87538 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -13274637.000000 Penalty: 3779.670898
	Iteration 46Q: 3 clusters Score -1.327464e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87571 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -13274598.000000 Penalty: 3779.670898
	Iteration 47Q: 3 clusters Score -1.32746e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87688 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -13274620.000000 Penalty: 3779.670898
	Iteration 48Q: 3 clusters Score -1.327462e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87761 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -13274659.000000 Penalty: 3779.670898
	Iteration 49Q: 3 clusters Score -1.327466e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87888 members 
Mstep: Class 2 contains 24505 members 
Entering Unmasked Estep 
Score: -13274646.000000 Penalty: 3779.670898
	Iteration 50Q: 3 clusters Score -1.327465e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88020 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -13274653.000000 Penalty: 3779.670898
	Iteration 51Q: 3 clusters Score -1.327465e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88148 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -13274638.000000 Penalty: 3779.670898
	Iteration 52Q: 3 clusters Score -1.327464e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88298 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -13274679.000000 Penalty: 3779.670898
	Iteration 53Q: 3 clusters Score -1.327468e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88406 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -13274688.000000 Penalty: 3779.670898
	Iteration 54Q: 3 clusters Score -1.327469e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88535 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -13274677.000000 Penalty: 3779.670898
	Iteration 55Q: 3 clusters Score -1.327468e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88656 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -13274726.000000 Penalty: 3779.670898
	Iteration 56Q: 3 clusters Score -1.327473e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88699 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -13274716.000000 Penalty: 3779.670898
	Iteration 57Q: 3 clusters Score -1.327472e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88752 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -13274692.000000 Penalty: 3779.670898
	Iteration 58Q: 3 clusters Score -1.327469e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88773 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -13274694.000000 Penalty: 3779.670898
	Iteration 59Q: 3 clusters Score -1.327469e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88790 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -13274702.000000 Penalty: 3779.670898
	Iteration 60F: 3 clusters Score -1.32747e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88795 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -13274686.000000 Penalty: 3779.670898
	Iteration 61Q: 3 clusters Score -1.327469e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88818 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -13274663.000000 Penalty: 3779.670898
	Iteration 62Q: 3 clusters Score -1.327466e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88913 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -13274692.000000 Penalty: 3779.670898
	Iteration 63Q: 3 clusters Score -1.327469e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88968 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -13274666.000000 Penalty: 3779.670898
	Iteration 64Q: 3 clusters Score -1.327467e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89108 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -13274697.000000 Penalty: 3779.670898
	Iteration 65Q: 3 clusters Score -1.32747e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89179 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -13274681.000000 Penalty: 3779.670898
	Iteration 66Q: 3 clusters Score -1.327468e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89205 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -13274689.000000 Penalty: 3779.670898
	Iteration 67Q: 3 clusters Score -1.327469e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89218 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -13274686.000000 Penalty: 3779.670898
	Iteration 68Q: 3 clusters Score -1.327469e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89248 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -13274685.000000 Penalty: 3779.670898
	Iteration 69Q: 3 clusters Score -1.327468e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89252 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -13274684.000000 Penalty: 3779.670898
	Iteration 70Q: 3 clusters Score -1.327468e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89274 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -13274674.000000 Penalty: 3779.670898
	Iteration 71Q: 3 clusters Score -1.327467e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89277 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -13274667.000000 Penalty: 3779.670898
	Iteration 72Q: 3 clusters Score -1.327467e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89299 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -13274665.000000 Penalty: 3779.670898
	Iteration 73Q: 3 clusters Score -1.327466e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89328 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -13274663.000000 Penalty: 3779.670898
	Iteration 74Q: 3 clusters Score -1.327466e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89332 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -13274675.000000 Penalty: 3779.670898
	Iteration 75Q: 3 clusters Score -1.327468e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89324 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -13274663.000000 Penalty: 3779.670898
	Iteration 76Q: 3 clusters Score -1.327466e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89325 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -13274666.000000 Penalty: 3779.670898
	Iteration 77Q: 3 clusters Score -1.327467e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89323 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -13274658.000000 Penalty: 3779.670898
	Iteration 78Q: 3 clusters Score -1.327466e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89323 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -13274658.000000 Penalty: 3779.670898
	Iteration 79F: 3 clusters Score -1.327466e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 3464 members 
Mstep: Class 3 contains 20032 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37141 members 
Mstep: Class 6 contains 73559 members 
Mstep: Class 7 contains 27317 members 
Mstep: Class 8 contains 36097 members 
Mstep: Class 9 contains 32220 members 
Mstep: Class 10 contains 16219 members 
Mstep: Class 11 contains 6577 members 
Mstep: Class 12 contains 69937 members 
Mstep: Class 13 contains 4157 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 17242 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 109911 members 
Mstep: Class 20 contains 85788 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 37158 members 
Mstep: Class 23 contains 9810 members 
Mstep: Class 24 contains 100237 members 
Mstep: Class 25 contains 84150 members 
Mstep: Class 26 contains 28370 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2589 members 
Mstep: Class 30 contains 55662 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 55390 members 
Mstep: Class 34 contains 1345 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 41440 members 
Mstep: Class 38 contains 12708 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10429 members 
Mstep: Class 41 contains 119883 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 96588 members 
Mstep: Class 45 contains 191970 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 48729 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 115399 members 
Mstep: Class 50 contains 23070 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 24582 members 
Mstep: Class 53 contains 89323 members 
Mstep: Class 54 contains 12767 members 
Entering Unmasked Estep 
Score: -194757376.000000 Penalty: 126004.695312
Splitting cluster 53 changes total score from -194754736.000000 to -194757376.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 54 (12767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Entering Unmasked Estep 
Score: -1494808.250000 Penalty: 1536.375610
	Iteration 0F: 2 clusters Score -1494808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1485816.500000 Penalty: 3072.751221
	Iteration 0F: 3 clusters Score -1485816 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1488863.500000 Penalty: 3072.751221
	Iteration 1F: 3 clusters Score -1488864 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1489280.625000 Penalty: 3072.751221
	Iteration 2F: 3 clusters Score -1489281 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1489773.750000 Penalty: 3072.751221
	Iteration 3F: 3 clusters Score -1489774 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1490432.125000 Penalty: 3072.751221
	Iteration 4F: 3 clusters Score -1490432 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1491249.500000 Penalty: 3072.751221
	Iteration 5F: 3 clusters Score -1491250 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1492144.625000 Penalty: 3072.751221
	Iteration 6F: 3 clusters Score -1492145 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1493116.000000 Penalty: 3072.751221
	Iteration 7F: 3 clusters Score -1493116 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1493818.750000 Penalty: 3072.751221
	Iteration 8F: 3 clusters Score -1493819 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1494201.250000 Penalty: 3072.751221
	Iteration 9Q: 3 clusters Score -1494201 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1494353.250000 Penalty: 3072.751221
	Iteration 10Q: 3 clusters Score -1494353 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1494409.375000 Penalty: 3072.751221
	Iteration 11Q: 3 clusters Score -1494409 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1494433.500000 Penalty: 3072.751221
	Iteration 12Q: 3 clusters Score -1494434 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1494448.000000 Penalty: 3072.751221
	Iteration 13Q: 3 clusters Score -1494448 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1494459.375000 Penalty: 3072.751221
	Iteration 14Q: 3 clusters Score -1494459 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1494459.500000 Penalty: 3072.751221
	Iteration 15Q: 3 clusters Score -1494460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1494460.625000 Penalty: 3072.751221
	Iteration 16Q: 3 clusters Score -1494461 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1494462.750000 Penalty: 3072.751221
	Iteration 17Q: 3 clusters Score -1494463 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1494469.625000 Penalty: 3072.751221
	Iteration 18Q: 3 clusters Score -1494470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1494472.500000 Penalty: 3072.751221
	Iteration 19Q: 3 clusters Score -1494472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1494473.125000 Penalty: 3072.751221
	Iteration 20F: 3 clusters Score -1494473 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1494474.875000 Penalty: 3072.751221
	Iteration 21Q: 3 clusters Score -1494475 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1494477.375000 Penalty: 3072.751221
	Iteration 22Q: 3 clusters Score -1494477 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1494481.875000 Penalty: 3072.751221
	Iteration 23Q: 3 clusters Score -1494482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1494482.375000 Penalty: 3072.751221
	Iteration 24Q: 3 clusters Score -1494482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1494478.875000 Penalty: 3072.751221
	Iteration 25Q: 3 clusters Score -1494479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1494483.000000 Penalty: 3072.751221
	Iteration 26Q: 3 clusters Score -1494483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1494484.375000 Penalty: 3072.751221
	Iteration 27Q: 3 clusters Score -1494484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1494486.625000 Penalty: 3072.751221
	Iteration 28Q: 3 clusters Score -1494487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1494484.000000 Penalty: 3072.751221
	Iteration 29Q: 3 clusters Score -1494484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1494484.500000 Penalty: 3072.751221
	Iteration 30Q: 3 clusters Score -1494484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1494484.500000 Penalty: 3072.751221
	Iteration 31F: 3 clusters Score -1494484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 3464 members 
Mstep: Class 3 contains 20032 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37141 members 
Mstep: Class 6 contains 73559 members 
Mstep: Class 7 contains 27317 members 
Mstep: Class 8 contains 36097 members 
Mstep: Class 9 contains 32220 members 
Mstep: Class 10 contains 16219 members 
Mstep: Class 11 contains 6577 members 
Mstep: Class 12 contains 69937 members 
Mstep: Class 13 contains 4157 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 17242 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 109911 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 37158 members 
Mstep: Class 23 contains 9810 members 
Mstep: Class 24 contains 100237 members 
Mstep: Class 25 contains 84150 members 
Mstep: Class 26 contains 28370 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2589 members 
Mstep: Class 30 contains 55662 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 55390 members 
Mstep: Class 34 contains 1345 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 41440 members 
Mstep: Class 38 contains 12708 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10429 members 
Mstep: Class 41 contains 119883 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 96588 members 
Mstep: Class 45 contains 191970 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 48729 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 115399 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 24582 members 
Mstep: Class 53 contains 89323 members 
Mstep: Class 54 contains 12767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194758736.000000 Penalty: 126004.695312
Iteration 279Q: 55 clusters Score -1.947587e+08 nChanged 8638
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 3464 members 
Mstep: Class 3 contains 20007 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37124 members 
Mstep: Class 6 contains 73560 members 
Mstep: Class 7 contains 27260 members 
Mstep: Class 8 contains 36106 members 
Mstep: Class 9 contains 32217 members 
Mstep: Class 10 contains 16218 members 
Mstep: Class 11 contains 6506 members 
Mstep: Class 12 contains 69951 members 
Mstep: Class 13 contains 4157 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 16683 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 110588 members 
Mstep: Class 20 contains 83428 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 37129 members 
Mstep: Class 23 contains 9826 members 
Mstep: Class 24 contains 100190 members 
Mstep: Class 25 contains 83990 members 
Mstep: Class 26 contains 28339 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2589 members 
Mstep: Class 30 contains 57656 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 55305 members 
Mstep: Class 34 contains 1345 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 41730 members 
Mstep: Class 38 contains 12710 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10438 members 
Mstep: Class 41 contains 120506 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 96779 members 
Mstep: Class 45 contains 191965 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 48790 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 114780 members 
Mstep: Class 50 contains 22858 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 24626 members 
Mstep: Class 53 contains 89747 members 
Mstep: Class 54 contains 12675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194757728.000000 Penalty: 126004.695312
Iteration 280F: 55 clusters Score -1.947577e+08 nChanged 9824
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 3464 members 
Mstep: Class 3 contains 20001 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 37047 members 
Mstep: Class 6 contains 73563 members 
Mstep: Class 7 contains 27196 members 
Mstep: Class 8 contains 36110 members 
Mstep: Class 9 contains 32214 members 
Mstep: Class 10 contains 16214 members 
Mstep: Class 11 contains 6378 members 
Mstep: Class 12 contains 69717 members 
Mstep: Class 13 contains 4157 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1916 members 
Mstep: Class 16 contains 16306 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 111258 members 
Mstep: Class 20 contains 80807 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 36993 members 
Mstep: Class 23 contains 9829 members 
Mstep: Class 24 contains 100043 members 
Mstep: Class 25 contains 83536 members 
Mstep: Class 26 contains 28298 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2589 members 
Mstep: Class 30 contains 60794 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 55203 members 
Mstep: Class 34 contains 1346 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 42062 members 
Mstep: Class 38 contains 12711 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10443 members 
Mstep: Class 41 contains 121096 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 96971 members 
Mstep: Class 45 contains 191961 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 48779 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 113702 members 
Mstep: Class 50 contains 23356 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 24068 members 
Mstep: Class 53 contains 90478 members 
Mstep: Class 54 contains 12602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194756848.000000 Penalty: 126004.695312
Iteration 281Q: 55 clusters Score -1.947568e+08 nChanged 10952
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 3464 members 
Mstep: Class 3 contains 19958 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 36996 members 
Mstep: Class 6 contains 73568 members 
Mstep: Class 7 contains 27131 members 
Mstep: Class 8 contains 36110 members 
Mstep: Class 9 contains 32197 members 
Mstep: Class 10 contains 16204 members 
Mstep: Class 11 contains 6305 members 
Mstep: Class 12 contains 69537 members 
Mstep: Class 13 contains 4157 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1916 members 
Mstep: Class 16 contains 16003 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 112368 members 
Mstep: Class 20 contains 77481 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 36890 members 
Mstep: Class 23 contains 9835 members 
Mstep: Class 24 contains 99886 members 
Mstep: Class 25 contains 83190 members 
Mstep: Class 26 contains 28263 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2589 members 
Mstep: Class 30 contains 64412 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 55154 members 
Mstep: Class 34 contains 1346 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 42358 members 
Mstep: Class 38 contains 12711 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10440 members 
Mstep: Class 41 contains 121195 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 97153 members 
Mstep: Class 45 contains 191952 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 48895 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 112562 members 
Mstep: Class 50 contains 23719 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 23233 members 
Mstep: Class 53 contains 91555 members 
Mstep: Class 54 contains 12526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194756688.000000 Penalty: 126004.695312
Iteration 282Q: 55 clusters Score -1.947567e+08 nChanged 12084
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 3464 members 
Mstep: Class 3 contains 19851 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 36935 members 
Mstep: Class 6 contains 73575 members 
Mstep: Class 7 contains 27065 members 
Mstep: Class 8 contains 36106 members 
Mstep: Class 9 contains 32179 members 
Mstep: Class 10 contains 16203 members 
Mstep: Class 11 contains 6248 members 
Mstep: Class 12 contains 69342 members 
Mstep: Class 13 contains 4158 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1916 members 
Mstep: Class 16 contains 15633 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 113807 members 
Mstep: Class 20 contains 73987 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 36834 members 
Mstep: Class 23 contains 9835 members 
Mstep: Class 24 contains 99746 members 
Mstep: Class 25 contains 82928 members 
Mstep: Class 26 contains 28226 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2589 members 
Mstep: Class 30 contains 67763 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 55107 members 
Mstep: Class 34 contains 1347 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 42716 members 
Mstep: Class 38 contains 12715 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10441 members 
Mstep: Class 41 contains 120930 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 97333 members 
Mstep: Class 45 contains 191933 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 49225 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 111708 members 
Mstep: Class 50 contains 23983 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 22069 members 
Mstep: Class 53 contains 92929 members 
Mstep: Class 54 contains 12455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194757792.000000 Penalty: 126004.695312
Iteration 283Q: 55 clusters Score -1.947578e+08 nChanged 13224
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 3464 members 
Mstep: Class 3 contains 19933 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 36865 members 
Mstep: Class 6 contains 73580 members 
Mstep: Class 7 contains 26999 members 
Mstep: Class 8 contains 36110 members 
Mstep: Class 9 contains 32161 members 
Mstep: Class 10 contains 16199 members 
Mstep: Class 11 contains 6218 members 
Mstep: Class 12 contains 69223 members 
Mstep: Class 13 contains 4157 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 15458 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 115150 members 
Mstep: Class 20 contains 69840 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 36810 members 
Mstep: Class 23 contains 9830 members 
Mstep: Class 24 contains 99508 members 
Mstep: Class 25 contains 82752 members 
Mstep: Class 26 contains 28196 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2589 members 
Mstep: Class 30 contains 71476 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54997 members 
Mstep: Class 34 contains 1347 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 43082 members 
Mstep: Class 38 contains 12713 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10445 members 
Mstep: Class 41 contains 120162 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 97516 members 
Mstep: Class 45 contains 191911 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 49289 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 110731 members 
Mstep: Class 50 contains 24322 members 
Mstep: Class 51 contains 777 members 
Mstep: Class 52 contains 21119 members 
Mstep: Class 53 contains 94843 members 
Mstep: Class 54 contains 12396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194756288.000000 Penalty: 126004.695312
Iteration 284Q: 55 clusters Score -1.947563e+08 nChanged 14766
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 3464 members 
Mstep: Class 3 contains 19831 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 36817 members 
Mstep: Class 6 contains 73575 members 
Mstep: Class 7 contains 26952 members 
Mstep: Class 8 contains 36111 members 
Mstep: Class 9 contains 32143 members 
Mstep: Class 10 contains 16193 members 
Mstep: Class 11 contains 6213 members 
Mstep: Class 12 contains 69100 members 
Mstep: Class 13 contains 4156 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 15413 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 116863 members 
Mstep: Class 20 contains 65201 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 36805 members 
Mstep: Class 23 contains 9824 members 
Mstep: Class 24 contains 99225 members 
Mstep: Class 25 contains 82648 members 
Mstep: Class 26 contains 28176 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2588 members 
Mstep: Class 30 contains 74835 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54999 members 
Mstep: Class 34 contains 1346 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 43530 members 
Mstep: Class 38 contains 12713 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10451 members 
Mstep: Class 41 contains 118781 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 97641 members 
Mstep: Class 45 contains 191895 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 49389 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 109900 members 
Mstep: Class 50 contains 24739 members 
Mstep: Class 51 contains 777 members 
Mstep: Class 52 contains 20450 members 
Mstep: Class 53 contains 97099 members 
Mstep: Class 54 contains 12355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194756160.000000 Penalty: 126004.695312
Iteration 285Q: 55 clusters Score -1.947562e+08 nChanged 17125
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 3464 members 
Mstep: Class 3 contains 19798 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 36797 members 
Mstep: Class 6 contains 73577 members 
Mstep: Class 7 contains 26900 members 
Mstep: Class 8 contains 36104 members 
Mstep: Class 9 contains 32130 members 
Mstep: Class 10 contains 16190 members 
Mstep: Class 11 contains 6211 members 
Mstep: Class 12 contains 68970 members 
Mstep: Class 13 contains 4153 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 15147 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 118931 members 
Mstep: Class 20 contains 60513 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 36795 members 
Mstep: Class 23 contains 9832 members 
Mstep: Class 24 contains 98940 members 
Mstep: Class 25 contains 82609 members 
Mstep: Class 26 contains 28159 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2588 members 
Mstep: Class 30 contains 77937 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54922 members 
Mstep: Class 34 contains 1347 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 43874 members 
Mstep: Class 38 contains 12712 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10452 members 
Mstep: Class 41 contains 116635 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 97792 members 
Mstep: Class 45 contains 191873 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 49634 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 109457 members 
Mstep: Class 50 contains 25366 members 
Mstep: Class 51 contains 776 members 
Mstep: Class 52 contains 19583 members 
Mstep: Class 53 contains 99724 members 
Mstep: Class 54 contains 12313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194756544.000000 Penalty: 126004.695312
Iteration 286Q: 55 clusters Score -1.947565e+08 nChanged 18689
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 3465 members 
Mstep: Class 3 contains 19829 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 36751 members 
Mstep: Class 6 contains 73579 members 
Mstep: Class 7 contains 26832 members 
Mstep: Class 8 contains 36103 members 
Mstep: Class 9 contains 32114 members 
Mstep: Class 10 contains 16192 members 
Mstep: Class 11 contains 6211 members 
Mstep: Class 12 contains 68839 members 
Mstep: Class 13 contains 4153 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 15214 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 121301 members 
Mstep: Class 20 contains 56089 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 36785 members 
Mstep: Class 23 contains 9829 members 
Mstep: Class 24 contains 98593 members 
Mstep: Class 25 contains 82541 members 
Mstep: Class 26 contains 28131 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2588 members 
Mstep: Class 30 contains 80183 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54839 members 
Mstep: Class 34 contains 1349 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 44333 members 
Mstep: Class 38 contains 12711 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10455 members 
Mstep: Class 41 contains 113981 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 97941 members 
Mstep: Class 45 contains 191864 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 49705 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 109265 members 
Mstep: Class 50 contains 26003 members 
Mstep: Class 51 contains 776 members 
Mstep: Class 52 contains 18658 members 
Mstep: Class 53 contains 102741 members 
Mstep: Class 54 contains 12276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194755808.000000 Penalty: 126004.695312
Iteration 287Q: 55 clusters Score -1.947558e+08 nChanged 18578
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 3465 members 
Mstep: Class 3 contains 19806 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 36710 members 
Mstep: Class 6 contains 73578 members 
Mstep: Class 7 contains 26733 members 
Mstep: Class 8 contains 36099 members 
Mstep: Class 9 contains 32103 members 
Mstep: Class 10 contains 16188 members 
Mstep: Class 11 contains 6206 members 
Mstep: Class 12 contains 68744 members 
Mstep: Class 13 contains 4153 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1913 members 
Mstep: Class 16 contains 15395 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 123816 members 
Mstep: Class 20 contains 51928 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 36813 members 
Mstep: Class 23 contains 9828 members 
Mstep: Class 24 contains 98277 members 
Mstep: Class 25 contains 82520 members 
Mstep: Class 26 contains 28095 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2588 members 
Mstep: Class 30 contains 81585 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54790 members 
Mstep: Class 34 contains 1348 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 44785 members 
Mstep: Class 38 contains 12714 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10458 members 
Mstep: Class 41 contains 111079 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98053 members 
Mstep: Class 45 contains 191857 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 49857 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 108797 members 
Mstep: Class 50 contains 26877 members 
Mstep: Class 51 contains 776 members 
Mstep: Class 52 contains 18244 members 
Mstep: Class 53 contains 105734 members 
Mstep: Class 54 contains 12238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194755424.000000 Penalty: 126004.695312
Iteration 288Q: 55 clusters Score -1.947554e+08 nChanged 19566
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 3465 members 
Mstep: Class 3 contains 19841 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 36689 members 
Mstep: Class 6 contains 73579 members 
Mstep: Class 7 contains 26636 members 
Mstep: Class 8 contains 36096 members 
Mstep: Class 9 contains 32093 members 
Mstep: Class 10 contains 16185 members 
Mstep: Class 11 contains 6196 members 
Mstep: Class 12 contains 68681 members 
Mstep: Class 13 contains 4153 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1913 members 
Mstep: Class 16 contains 15530 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 126482 members 
Mstep: Class 20 contains 49104 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 36839 members 
Mstep: Class 23 contains 9826 members 
Mstep: Class 24 contains 97841 members 
Mstep: Class 25 contains 82530 members 
Mstep: Class 26 contains 28051 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2587 members 
Mstep: Class 30 contains 81258 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54683 members 
Mstep: Class 34 contains 1345 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 45472 members 
Mstep: Class 38 contains 12720 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10462 members 
Mstep: Class 41 contains 107486 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98174 members 
Mstep: Class 45 contains 191847 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 50055 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 108885 members 
Mstep: Class 50 contains 27876 members 
Mstep: Class 51 contains 776 members 
Mstep: Class 52 contains 17723 members 
Mstep: Class 53 contains 108885 members 
Mstep: Class 54 contains 12204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194754032.000000 Penalty: 126004.695312
Iteration 289Q: 55 clusters Score -1.94754e+08 nChanged 19682
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 3465 members 
Mstep: Class 3 contains 19917 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 36674 members 
Mstep: Class 6 contains 73583 members 
Mstep: Class 7 contains 26535 members 
Mstep: Class 8 contains 36086 members 
Mstep: Class 9 contains 32086 members 
Mstep: Class 10 contains 16183 members 
Mstep: Class 11 contains 6198 members 
Mstep: Class 12 contains 68585 members 
Mstep: Class 13 contains 4156 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1913 members 
Mstep: Class 16 contains 15832 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 129166 members 
Mstep: Class 20 contains 47246 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 36923 members 
Mstep: Class 23 contains 9826 members 
Mstep: Class 24 contains 97335 members 
Mstep: Class 25 contains 82596 members 
Mstep: Class 26 contains 28008 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2587 members 
Mstep: Class 30 contains 79684 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54608 members 
Mstep: Class 34 contains 1345 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 46065 members 
Mstep: Class 38 contains 12723 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10465 members 
Mstep: Class 41 contains 103795 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98248 members 
Mstep: Class 45 contains 191828 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 50243 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 109676 members 
Mstep: Class 50 contains 29007 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 16846 members 
Mstep: Class 53 contains 111805 members 
Mstep: Class 54 contains 12181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194752224.000000 Penalty: 126004.695312
Iteration 290Q: 55 clusters Score -1.947522e+08 nChanged 16153
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 3465 members 
Mstep: Class 3 contains 19910 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 36665 members 
Mstep: Class 6 contains 73590 members 
Mstep: Class 7 contains 26429 members 
Mstep: Class 8 contains 36072 members 
Mstep: Class 9 contains 32083 members 
Mstep: Class 10 contains 16184 members 
Mstep: Class 11 contains 6213 members 
Mstep: Class 12 contains 68457 members 
Mstep: Class 13 contains 4155 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1913 members 
Mstep: Class 16 contains 16115 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 132093 members 
Mstep: Class 20 contains 46034 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 36967 members 
Mstep: Class 23 contains 9821 members 
Mstep: Class 24 contains 96720 members 
Mstep: Class 25 contains 82634 members 
Mstep: Class 26 contains 27963 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2587 members 
Mstep: Class 30 contains 77226 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54596 members 
Mstep: Class 34 contains 1340 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 46773 members 
Mstep: Class 38 contains 12725 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10466 members 
Mstep: Class 41 contains 101250 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98294 members 
Mstep: Class 45 contains 191815 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 50508 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 110802 members 
Mstep: Class 50 contains 29792 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 15981 members 
Mstep: Class 53 contains 113610 members 
Mstep: Class 54 contains 12168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194750704.000000 Penalty: 126004.695312
Iteration 291Q: 55 clusters Score -1.947507e+08 nChanged 13596
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 3466 members 
Mstep: Class 3 contains 19951 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 36659 members 
Mstep: Class 6 contains 73600 members 
Mstep: Class 7 contains 26319 members 
Mstep: Class 8 contains 36068 members 
Mstep: Class 9 contains 32080 members 
Mstep: Class 10 contains 16185 members 
Mstep: Class 11 contains 6183 members 
Mstep: Class 12 contains 68326 members 
Mstep: Class 13 contains 4152 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1913 members 
Mstep: Class 16 contains 16508 members 
Mstep: Class 17 contains 692 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 135167 members 
Mstep: Class 20 contains 45398 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 36988 members 
Mstep: Class 23 contains 9802 members 
Mstep: Class 24 contains 95969 members 
Mstep: Class 25 contains 82627 members 
Mstep: Class 26 contains 27920 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2587 members 
Mstep: Class 30 contains 74070 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54546 members 
Mstep: Class 34 contains 1339 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 47619 members 
Mstep: Class 38 contains 12723 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10470 members 
Mstep: Class 41 contains 99255 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98342 members 
Mstep: Class 45 contains 191810 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 50718 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 112255 members 
Mstep: Class 50 contains 30339 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 15253 members 
Mstep: Class 53 contains 114628 members 
Mstep: Class 54 contains 12157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194748592.000000 Penalty: 126004.695312
Iteration 292Q: 55 clusters Score -1.947486e+08 nChanged 10575
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 3466 members 
Mstep: Class 3 contains 19951 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 36624 members 
Mstep: Class 6 contains 73601 members 
Mstep: Class 7 contains 26181 members 
Mstep: Class 8 contains 36072 members 
Mstep: Class 9 contains 32072 members 
Mstep: Class 10 contains 16184 members 
Mstep: Class 11 contains 6158 members 
Mstep: Class 12 contains 68186 members 
Mstep: Class 13 contains 4155 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1913 members 
Mstep: Class 16 contains 16846 members 
Mstep: Class 17 contains 692 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 138127 members 
Mstep: Class 20 contains 44951 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 37002 members 
Mstep: Class 23 contains 9788 members 
Mstep: Class 24 contains 95178 members 
Mstep: Class 25 contains 82656 members 
Mstep: Class 26 contains 27876 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2589 members 
Mstep: Class 30 contains 70818 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54517 members 
Mstep: Class 34 contains 1338 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 48541 members 
Mstep: Class 38 contains 12721 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10474 members 
Mstep: Class 41 contains 97961 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98367 members 
Mstep: Class 45 contains 191821 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 50887 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 113403 members 
Mstep: Class 50 contains 30712 members 
Mstep: Class 51 contains 777 members 
Mstep: Class 52 contains 14972 members 
Mstep: Class 53 contains 115132 members 
Mstep: Class 54 contains 12148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194745296.000000 Penalty: 126004.695312
Iteration 293Q: 55 clusters Score -1.947453e+08 nChanged 9105
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 3466 members 
Mstep: Class 3 contains 20017 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 36607 members 
Mstep: Class 6 contains 73600 members 
Mstep: Class 7 contains 25997 members 
Mstep: Class 8 contains 36072 members 
Mstep: Class 9 contains 32073 members 
Mstep: Class 10 contains 16187 members 
Mstep: Class 11 contains 6144 members 
Mstep: Class 12 contains 68072 members 
Mstep: Class 13 contains 4156 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 17229 members 
Mstep: Class 17 contains 692 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 140744 members 
Mstep: Class 20 contains 44516 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 37027 members 
Mstep: Class 23 contains 9772 members 
Mstep: Class 24 contains 94433 members 
Mstep: Class 25 contains 82706 members 
Mstep: Class 26 contains 27815 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2589 members 
Mstep: Class 30 contains 67654 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54433 members 
Mstep: Class 34 contains 1339 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 49348 members 
Mstep: Class 38 contains 12719 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10486 members 
Mstep: Class 41 contains 97252 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98402 members 
Mstep: Class 45 contains 191835 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 51020 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 114312 members 
Mstep: Class 50 contains 31246 members 
Mstep: Class 51 contains 777 members 
Mstep: Class 52 contains 15010 members 
Mstep: Class 53 contains 115045 members 
Mstep: Class 54 contains 12137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194743616.000000 Penalty: 126004.695312
Iteration 294Q: 55 clusters Score -1.947436e+08 nChanged 7969
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 3466 members 
Mstep: Class 3 contains 20030 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 36579 members 
Mstep: Class 6 contains 73607 members 
Mstep: Class 7 contains 25793 members 
Mstep: Class 8 contains 36068 members 
Mstep: Class 9 contains 32075 members 
Mstep: Class 10 contains 16184 members 
Mstep: Class 11 contains 6149 members 
Mstep: Class 12 contains 67945 members 
Mstep: Class 13 contains 4160 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 17651 members 
Mstep: Class 17 contains 692 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 142846 members 
Mstep: Class 20 contains 44285 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 37047 members 
Mstep: Class 23 contains 9764 members 
Mstep: Class 24 contains 93791 members 
Mstep: Class 25 contains 82762 members 
Mstep: Class 26 contains 27757 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2589 members 
Mstep: Class 30 contains 65053 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54400 members 
Mstep: Class 34 contains 1339 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 50147 members 
Mstep: Class 38 contains 12718 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10495 members 
Mstep: Class 41 contains 96902 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98428 members 
Mstep: Class 45 contains 191842 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 51054 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 115309 members 
Mstep: Class 50 contains 31694 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 14649 members 
Mstep: Class 53 contains 114731 members 
Mstep: Class 54 contains 12130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194742112.000000 Penalty: 126004.695312
Iteration 295Q: 55 clusters Score -1.947421e+08 nChanged 7391
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 3466 members 
Mstep: Class 3 contains 20104 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 36546 members 
Mstep: Class 6 contains 73607 members 
Mstep: Class 7 contains 25587 members 
Mstep: Class 8 contains 36065 members 
Mstep: Class 9 contains 32072 members 
Mstep: Class 10 contains 16183 members 
Mstep: Class 11 contains 6138 members 
Mstep: Class 12 contains 67822 members 
Mstep: Class 13 contains 4160 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1913 members 
Mstep: Class 16 contains 17961 members 
Mstep: Class 17 contains 692 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 144742 members 
Mstep: Class 20 contains 44123 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 37059 members 
Mstep: Class 23 contains 9755 members 
Mstep: Class 24 contains 93026 members 
Mstep: Class 25 contains 82801 members 
Mstep: Class 26 contains 27703 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2589 members 
Mstep: Class 30 contains 62711 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54331 members 
Mstep: Class 34 contains 1337 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 51066 members 
Mstep: Class 38 contains 12717 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10500 members 
Mstep: Class 41 contains 96551 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98465 members 
Mstep: Class 45 contains 191846 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 51056 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 116151 members 
Mstep: Class 50 contains 32174 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 14426 members 
Mstep: Class 53 contains 114472 members 
Mstep: Class 54 contains 12123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740704.000000 Penalty: 126004.695312
Iteration 296Q: 55 clusters Score -1.947407e+08 nChanged 7579
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 3466 members 
Mstep: Class 3 contains 20077 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 36519 members 
Mstep: Class 6 contains 73601 members 
Mstep: Class 7 contains 25389 members 
Mstep: Class 8 contains 36066 members 
Mstep: Class 9 contains 32075 members 
Mstep: Class 10 contains 16184 members 
Mstep: Class 11 contains 6126 members 
Mstep: Class 12 contains 67678 members 
Mstep: Class 13 contains 4158 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1913 members 
Mstep: Class 16 contains 18467 members 
Mstep: Class 17 contains 692 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 146442 members 
Mstep: Class 20 contains 44140 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 37061 members 
Mstep: Class 23 contains 9747 members 
Mstep: Class 24 contains 92157 members 
Mstep: Class 25 contains 82860 members 
Mstep: Class 26 contains 27657 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2589 members 
Mstep: Class 30 contains 60397 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54348 members 
Mstep: Class 34 contains 1337 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 51939 members 
Mstep: Class 38 contains 12717 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10506 members 
Mstep: Class 41 contains 96288 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98465 members 
Mstep: Class 45 contains 191844 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 51038 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 116889 members 
Mstep: Class 50 contains 32926 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 14069 members 
Mstep: Class 53 contains 114087 members 
Mstep: Class 54 contains 12120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738656.000000 Penalty: 126004.695312
Iteration 297Q: 55 clusters Score -1.947387e+08 nChanged 7284
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 3466 members 
Mstep: Class 3 contains 20009 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 36493 members 
Mstep: Class 6 contains 73605 members 
Mstep: Class 7 contains 25156 members 
Mstep: Class 8 contains 36064 members 
Mstep: Class 9 contains 32075 members 
Mstep: Class 10 contains 16179 members 
Mstep: Class 11 contains 6134 members 
Mstep: Class 12 contains 67553 members 
Mstep: Class 13 contains 4158 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1913 members 
Mstep: Class 16 contains 18945 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 147830 members 
Mstep: Class 20 contains 44062 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 37066 members 
Mstep: Class 23 contains 9735 members 
Mstep: Class 24 contains 91205 members 
Mstep: Class 25 contains 82928 members 
Mstep: Class 26 contains 27613 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2589 members 
Mstep: Class 30 contains 58406 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54354 members 
Mstep: Class 34 contains 1337 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 52939 members 
Mstep: Class 38 contains 12719 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10513 members 
Mstep: Class 41 contains 96278 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98489 members 
Mstep: Class 45 contains 191845 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 51099 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 117419 members 
Mstep: Class 50 contains 33639 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 13724 members 
Mstep: Class 53 contains 113695 members 
Mstep: Class 54 contains 12115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194737120.000000 Penalty: 126004.695312
Iteration 298Q: 55 clusters Score -1.947371e+08 nChanged 6660
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 3466 members 
Mstep: Class 3 contains 20051 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 36468 members 
Mstep: Class 6 contains 73604 members 
Mstep: Class 7 contains 24917 members 
Mstep: Class 8 contains 36069 members 
Mstep: Class 9 contains 32073 members 
Mstep: Class 10 contains 16177 members 
Mstep: Class 11 contains 6150 members 
Mstep: Class 12 contains 67451 members 
Mstep: Class 13 contains 4157 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1913 members 
Mstep: Class 16 contains 19263 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 148970 members 
Mstep: Class 20 contains 44035 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 37097 members 
Mstep: Class 23 contains 9727 members 
Mstep: Class 24 contains 90169 members 
Mstep: Class 25 contains 82990 members 
Mstep: Class 26 contains 27563 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2589 members 
Mstep: Class 30 contains 56731 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54285 members 
Mstep: Class 34 contains 1338 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 53940 members 
Mstep: Class 38 contains 12721 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10519 members 
Mstep: Class 41 contains 96393 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98528 members 
Mstep: Class 45 contains 191844 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 51161 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 117765 members 
Mstep: Class 50 contains 34360 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 13412 members 
Mstep: Class 53 contains 113335 members 
Mstep: Class 54 contains 12112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194736080.000000 Penalty: 126004.695312
Iteration 299Q: 55 clusters Score -1.947361e+08 nChanged 6500
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 3464 members 
Mstep: Class 3 contains 19976 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 36458 members 
Mstep: Class 6 contains 73605 members 
Mstep: Class 7 contains 24717 members 
Mstep: Class 8 contains 36076 members 
Mstep: Class 9 contains 32074 members 
Mstep: Class 10 contains 16176 members 
Mstep: Class 11 contains 6155 members 
Mstep: Class 12 contains 67349 members 
Mstep: Class 13 contains 4157 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 19513 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 150066 members 
Mstep: Class 20 contains 44029 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 37118 members 
Mstep: Class 23 contains 9723 members 
Mstep: Class 24 contains 89074 members 
Mstep: Class 25 contains 83053 members 
Mstep: Class 26 contains 27526 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2589 members 
Mstep: Class 30 contains 55159 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54290 members 
Mstep: Class 34 contains 1338 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 54918 members 
Mstep: Class 38 contains 12723 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10525 members 
Mstep: Class 41 contains 96758 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98552 members 
Mstep: Class 45 contains 191840 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 51267 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 117876 members 
Mstep: Class 50 contains 35318 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 13092 members 
Mstep: Class 53 contains 112771 members 
Mstep: Class 54 contains 12107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194734736.000000 Penalty: 126004.695312
Iteration 300F: 55 clusters Score -1.947347e+08 nChanged 8289
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 3462 members 
Mstep: Class 3 contains 20018 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 36449 members 
Mstep: Class 6 contains 73607 members 
Mstep: Class 7 contains 24465 members 
Mstep: Class 8 contains 36075 members 
Mstep: Class 9 contains 32076 members 
Mstep: Class 10 contains 16176 members 
Mstep: Class 11 contains 6174 members 
Mstep: Class 12 contains 67249 members 
Mstep: Class 13 contains 4158 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 19934 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 151038 members 
Mstep: Class 20 contains 42794 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 37132 members 
Mstep: Class 23 contains 9727 members 
Mstep: Class 24 contains 87835 members 
Mstep: Class 25 contains 83134 members 
Mstep: Class 26 contains 27484 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2589 members 
Mstep: Class 30 contains 54837 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54271 members 
Mstep: Class 34 contains 1337 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 56084 members 
Mstep: Class 38 contains 12725 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10531 members 
Mstep: Class 41 contains 97173 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98553 members 
Mstep: Class 45 contains 191829 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 51266 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 117962 members 
Mstep: Class 50 contains 36256 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 12546 members 
Mstep: Class 53 contains 112383 members 
Mstep: Class 54 contains 12104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194733376.000000 Penalty: 126004.695312
Iteration 301Q: 55 clusters Score -1.947334e+08 nChanged 8630
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 3461 members 
Mstep: Class 3 contains 19990 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 36452 members 
Mstep: Class 6 contains 73616 members 
Mstep: Class 7 contains 24150 members 
Mstep: Class 8 contains 36080 members 
Mstep: Class 9 contains 32073 members 
Mstep: Class 10 contains 16175 members 
Mstep: Class 11 contains 6165 members 
Mstep: Class 12 contains 67124 members 
Mstep: Class 13 contains 4159 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1908 members 
Mstep: Class 16 contains 20300 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 151989 members 
Mstep: Class 20 contains 41633 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 37159 members 
Mstep: Class 23 contains 9726 members 
Mstep: Class 24 contains 86394 members 
Mstep: Class 25 contains 83213 members 
Mstep: Class 26 contains 27438 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2589 members 
Mstep: Class 30 contains 54296 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54258 members 
Mstep: Class 34 contains 1336 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 57522 members 
Mstep: Class 38 contains 12727 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10535 members 
Mstep: Class 41 contains 97413 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98561 members 
Mstep: Class 45 contains 191830 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 51379 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 117923 members 
Mstep: Class 50 contains 37264 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 12326 members 
Mstep: Class 53 contains 112085 members 
Mstep: Class 54 contains 12098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194733056.000000 Penalty: 126004.695312
Iteration 302Q: 55 clusters Score -1.947331e+08 nChanged 8624
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 3461 members 
Mstep: Class 3 contains 19973 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 36462 members 
Mstep: Class 6 contains 73618 members 
Mstep: Class 7 contains 23843 members 
Mstep: Class 8 contains 36081 members 
Mstep: Class 9 contains 32073 members 
Mstep: Class 10 contains 16177 members 
Mstep: Class 11 contains 6160 members 
Mstep: Class 12 contains 67002 members 
Mstep: Class 13 contains 4158 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1908 members 
Mstep: Class 16 contains 20676 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 152791 members 
Mstep: Class 20 contains 40723 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 37181 members 
Mstep: Class 23 contains 9721 members 
Mstep: Class 24 contains 84896 members 
Mstep: Class 25 contains 83299 members 
Mstep: Class 26 contains 27386 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2589 members 
Mstep: Class 30 contains 53716 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54285 members 
Mstep: Class 34 contains 1337 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 59008 members 
Mstep: Class 38 contains 12729 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10539 members 
Mstep: Class 41 contains 97806 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98538 members 
Mstep: Class 45 contains 191836 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 51489 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 117788 members 
Mstep: Class 50 contains 38355 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 11847 members 
Mstep: Class 53 contains 111804 members 
Mstep: Class 54 contains 12094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194732000.000000 Penalty: 126004.695312
Iteration 303Q: 55 clusters Score -1.94732e+08 nChanged 9315
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 3461 members 
Mstep: Class 3 contains 19990 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 36481 members 
Mstep: Class 6 contains 73617 members 
Mstep: Class 7 contains 23445 members 
Mstep: Class 8 contains 36093 members 
Mstep: Class 9 contains 32076 members 
Mstep: Class 10 contains 16179 members 
Mstep: Class 11 contains 6147 members 
Mstep: Class 12 contains 66841 members 
Mstep: Class 13 contains 4159 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 21235 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 153113 members 
Mstep: Class 20 contains 39471 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 37228 members 
Mstep: Class 23 contains 9718 members 
Mstep: Class 24 contains 83232 members 
Mstep: Class 25 contains 83376 members 
Mstep: Class 26 contains 27343 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2588 members 
Mstep: Class 30 contains 53389 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54267 members 
Mstep: Class 34 contains 1337 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 60676 members 
Mstep: Class 38 contains 12733 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10541 members 
Mstep: Class 41 contains 98088 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98544 members 
Mstep: Class 45 contains 191828 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 51535 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 117413 members 
Mstep: Class 50 contains 39610 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 11990 members 
Mstep: Class 53 contains 111609 members 
Mstep: Class 54 contains 12092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194732000.000000 Penalty: 126004.695312
Iteration 304Q: 55 clusters Score -1.94732e+08 nChanged 9515
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 3462 members 
Mstep: Class 3 contains 19995 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 36499 members 
Mstep: Class 6 contains 73620 members 
Mstep: Class 7 contains 22923 members 
Mstep: Class 8 contains 36104 members 
Mstep: Class 9 contains 32072 members 
Mstep: Class 10 contains 16179 members 
Mstep: Class 11 contains 6136 members 
Mstep: Class 12 contains 66718 members 
Mstep: Class 13 contains 4158 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 21833 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 153531 members 
Mstep: Class 20 contains 38815 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 37247 members 
Mstep: Class 23 contains 9717 members 
Mstep: Class 24 contains 81533 members 
Mstep: Class 25 contains 83461 members 
Mstep: Class 26 contains 27289 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2588 members 
Mstep: Class 30 contains 52630 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54281 members 
Mstep: Class 34 contains 1336 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 62526 members 
Mstep: Class 38 contains 12734 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10548 members 
Mstep: Class 41 contains 98320 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98526 members 
Mstep: Class 45 contains 191829 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 51495 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 116900 members 
Mstep: Class 50 contains 40868 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 11860 members 
Mstep: Class 53 contains 111615 members 
Mstep: Class 54 contains 12088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194731856.000000 Penalty: 126004.695312
Iteration 305Q: 55 clusters Score -1.947319e+08 nChanged 9446
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 3464 members 
Mstep: Class 3 contains 20062 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 36497 members 
Mstep: Class 6 contains 73617 members 
Mstep: Class 7 contains 22341 members 
Mstep: Class 8 contains 36114 members 
Mstep: Class 9 contains 32064 members 
Mstep: Class 10 contains 16184 members 
Mstep: Class 11 contains 6108 members 
Mstep: Class 12 contains 66594 members 
Mstep: Class 13 contains 4158 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 22496 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 153581 members 
Mstep: Class 20 contains 38214 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 37249 members 
Mstep: Class 23 contains 9720 members 
Mstep: Class 24 contains 79731 members 
Mstep: Class 25 contains 83558 members 
Mstep: Class 26 contains 27242 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2588 members 
Mstep: Class 30 contains 52146 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54272 members 
Mstep: Class 34 contains 1335 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 64506 members 
Mstep: Class 38 contains 12737 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10548 members 
Mstep: Class 41 contains 98240 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98513 members 
Mstep: Class 45 contains 191838 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 51440 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 116690 members 
Mstep: Class 50 contains 42039 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 11772 members 
Mstep: Class 53 contains 111679 members 
Mstep: Class 54 contains 12086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194732384.000000 Penalty: 126004.695312
Iteration 306Q: 55 clusters Score -1.947324e+08 nChanged 9459
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 3464 members 
Mstep: Class 3 contains 20146 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 36508 members 
Mstep: Class 6 contains 73619 members 
Mstep: Class 7 contains 21742 members 
Mstep: Class 8 contains 36119 members 
Mstep: Class 9 contains 32058 members 
Mstep: Class 10 contains 16188 members 
Mstep: Class 11 contains 6087 members 
Mstep: Class 12 contains 66472 members 
Mstep: Class 13 contains 4159 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 153653 members 
Mstep: Class 20 contains 37751 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 37256 members 
Mstep: Class 23 contains 9724 members 
Mstep: Class 24 contains 77944 members 
Mstep: Class 25 contains 83623 members 
Mstep: Class 26 contains 27190 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2588 members 
Mstep: Class 30 contains 51626 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54237 members 
Mstep: Class 34 contains 1335 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 66283 members 
Mstep: Class 38 contains 12741 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10553 members 
Mstep: Class 41 contains 98347 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98529 members 
Mstep: Class 45 contains 191850 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 51396 members 
Mstep: Class 48 contains 312 members 
Mstep: Class 49 contains 116310 members 
Mstep: Class 50 contains 43380 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 11507 members 
Mstep: Class 53 contains 111843 members 
Mstep: Class 54 contains 12080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194732944.000000 Penalty: 126004.695312
Iteration 307Q: 55 clusters Score -1.947329e+08 nChanged 9551
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 3464 members 
Mstep: Class 3 contains 20102 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 36538 members 
Mstep: Class 6 contains 73618 members 
Mstep: Class 7 contains 21151 members 
Mstep: Class 8 contains 36138 members 
Mstep: Class 9 contains 32050 members 
Mstep: Class 10 contains 16187 members 
Mstep: Class 11 contains 6057 members 
Mstep: Class 12 contains 66380 members 
Mstep: Class 13 contains 4157 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 23751 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 153246 members 
Mstep: Class 20 contains 37170 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 37248 members 
Mstep: Class 23 contains 9726 members 
Mstep: Class 24 contains 76069 members 
Mstep: Class 25 contains 83652 members 
Mstep: Class 26 contains 27128 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2587 members 
Mstep: Class 30 contains 51424 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54320 members 
Mstep: Class 34 contains 1335 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 67963 members 
Mstep: Class 38 contains 12743 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10557 members 
Mstep: Class 41 contains 98486 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98498 members 
Mstep: Class 45 contains 191856 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 51531 members 
Mstep: Class 48 contains 312 members 
Mstep: Class 49 contains 116123 members 
Mstep: Class 50 contains 44643 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 11298 members 
Mstep: Class 53 contains 112117 members 
Mstep: Class 54 contains 12077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194733440.000000 Penalty: 126004.695312
Iteration 308Q: 55 clusters Score -1.947334e+08 nChanged 9626
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 3464 members 
Mstep: Class 3 contains 20165 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 36551 members 
Mstep: Class 6 contains 73622 members 
Mstep: Class 7 contains 20567 members 
Mstep: Class 8 contains 36140 members 
Mstep: Class 9 contains 32044 members 
Mstep: Class 10 contains 16193 members 
Mstep: Class 11 contains 6053 members 
Mstep: Class 12 contains 66223 members 
Mstep: Class 13 contains 4156 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 24495 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 152635 members 
Mstep: Class 20 contains 36722 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 37268 members 
Mstep: Class 23 contains 9726 members 
Mstep: Class 24 contains 74196 members 
Mstep: Class 25 contains 83689 members 
Mstep: Class 26 contains 27071 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2586 members 
Mstep: Class 30 contains 51283 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54338 members 
Mstep: Class 34 contains 1334 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 69399 members 
Mstep: Class 38 contains 12746 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10559 members 
Mstep: Class 41 contains 98521 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98475 members 
Mstep: Class 45 contains 191863 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 51643 members 
Mstep: Class 48 contains 312 members 
Mstep: Class 49 contains 116241 members 
Mstep: Class 50 contains 45902 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 10884 members 
Mstep: Class 53 contains 112540 members 
Mstep: Class 54 contains 12075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194734240.000000 Penalty: 126004.695312
Iteration 309Q: 55 clusters Score -1.947342e+08 nChanged 9059
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 3465 members 
Mstep: Class 3 contains 20189 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 36566 members 
Mstep: Class 6 contains 73624 members 
Mstep: Class 7 contains 20037 members 
Mstep: Class 8 contains 36150 members 
Mstep: Class 9 contains 32041 members 
Mstep: Class 10 contains 16195 members 
Mstep: Class 11 contains 6047 members 
Mstep: Class 12 contains 66074 members 
Mstep: Class 13 contains 4152 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 25100 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 152308 members 
Mstep: Class 20 contains 36427 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 37283 members 
Mstep: Class 23 contains 9722 members 
Mstep: Class 24 contains 72313 members 
Mstep: Class 25 contains 83701 members 
Mstep: Class 26 contains 27016 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2586 members 
Mstep: Class 30 contains 50858 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54343 members 
Mstep: Class 34 contains 1333 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 70563 members 
Mstep: Class 38 contains 12748 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10561 members 
Mstep: Class 41 contains 98645 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98485 members 
Mstep: Class 45 contains 191871 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 51740 members 
Mstep: Class 48 contains 312 members 
Mstep: Class 49 contains 116493 members 
Mstep: Class 50 contains 47115 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 10622 members 
Mstep: Class 53 contains 112915 members 
Mstep: Class 54 contains 12074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194733936.000000 Penalty: 126004.695312
Iteration 310Q: 55 clusters Score -1.947339e+08 nChanged 8844
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 3467 members 
Mstep: Class 3 contains 20213 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 36550 members 
Mstep: Class 6 contains 73626 members 
Mstep: Class 7 contains 19513 members 
Mstep: Class 8 contains 36161 members 
Mstep: Class 9 contains 32043 members 
Mstep: Class 10 contains 16197 members 
Mstep: Class 11 contains 6040 members 
Mstep: Class 12 contains 65919 members 
Mstep: Class 13 contains 4151 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 25640 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 151616 members 
Mstep: Class 20 contains 36034 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 37319 members 
Mstep: Class 23 contains 9715 members 
Mstep: Class 24 contains 70407 members 
Mstep: Class 25 contains 83686 members 
Mstep: Class 26 contains 26965 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2586 members 
Mstep: Class 30 contains 50998 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54330 members 
Mstep: Class 34 contains 1334 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 71497 members 
Mstep: Class 38 contains 12750 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10564 members 
Mstep: Class 41 contains 98354 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98522 members 
Mstep: Class 45 contains 191877 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 51776 members 
Mstep: Class 48 contains 312 members 
Mstep: Class 49 contains 116990 members 
Mstep: Class 50 contains 48530 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 10673 members 
Mstep: Class 53 contains 113239 members 
Mstep: Class 54 contains 12071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194733568.000000 Penalty: 126004.695312
Iteration 311Q: 55 clusters Score -1.947336e+08 nChanged 9116
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 3469 members 
Mstep: Class 3 contains 20174 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 36543 members 
Mstep: Class 6 contains 73629 members 
Mstep: Class 7 contains 19011 members 
Mstep: Class 8 contains 36191 members 
Mstep: Class 9 contains 32045 members 
Mstep: Class 10 contains 16200 members 
Mstep: Class 11 contains 6061 members 
Mstep: Class 12 contains 65792 members 
Mstep: Class 13 contains 4150 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 26189 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 151087 members 
Mstep: Class 20 contains 35832 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 37350 members 
Mstep: Class 23 contains 9712 members 
Mstep: Class 24 contains 68472 members 
Mstep: Class 25 contains 83652 members 
Mstep: Class 26 contains 26912 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2586 members 
Mstep: Class 30 contains 50798 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54322 members 
Mstep: Class 34 contains 1333 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 72222 members 
Mstep: Class 38 contains 12751 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10564 members 
Mstep: Class 41 contains 98180 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98546 members 
Mstep: Class 45 contains 191885 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 51852 members 
Mstep: Class 48 contains 312 members 
Mstep: Class 49 contains 117611 members 
Mstep: Class 50 contains 49862 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 10741 members 
Mstep: Class 53 contains 113573 members 
Mstep: Class 54 contains 12065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194733424.000000 Penalty: 126004.695312
Iteration 312Q: 55 clusters Score -1.947334e+08 nChanged 9308
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 3470 members 
Mstep: Class 3 contains 20048 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 36500 members 
Mstep: Class 6 contains 73625 members 
Mstep: Class 7 contains 18570 members 
Mstep: Class 8 contains 36218 members 
Mstep: Class 9 contains 32044 members 
Mstep: Class 10 contains 16201 members 
Mstep: Class 11 contains 6057 members 
Mstep: Class 12 contains 65661 members 
Mstep: Class 13 contains 4150 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 26774 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 150486 members 
Mstep: Class 20 contains 35600 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 37350 members 
Mstep: Class 23 contains 9705 members 
Mstep: Class 24 contains 67098 members 
Mstep: Class 25 contains 83656 members 
Mstep: Class 26 contains 26877 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2586 members 
Mstep: Class 30 contains 50621 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54405 members 
Mstep: Class 34 contains 1333 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 72050 members 
Mstep: Class 38 contains 12751 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10566 members 
Mstep: Class 41 contains 98245 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98541 members 
Mstep: Class 45 contains 191894 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 52008 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 118372 members 
Mstep: Class 50 contains 51319 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 10671 members 
Mstep: Class 53 contains 113844 members 
Mstep: Class 54 contains 12065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194733072.000000 Penalty: 126004.695312
Iteration 313Q: 55 clusters Score -1.947331e+08 nChanged 8251
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 3472 members 
Mstep: Class 3 contains 20022 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 36468 members 
Mstep: Class 6 contains 73622 members 
Mstep: Class 7 contains 18151 members 
Mstep: Class 8 contains 36248 members 
Mstep: Class 9 contains 32040 members 
Mstep: Class 10 contains 16206 members 
Mstep: Class 11 contains 6075 members 
Mstep: Class 12 contains 65529 members 
Mstep: Class 13 contains 4150 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 27474 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 149804 members 
Mstep: Class 20 contains 35013 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37350 members 
Mstep: Class 23 contains 9702 members 
Mstep: Class 24 contains 66786 members 
Mstep: Class 25 contains 83652 members 
Mstep: Class 26 contains 26841 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2586 members 
Mstep: Class 30 contains 50611 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54395 members 
Mstep: Class 34 contains 1334 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 70717 members 
Mstep: Class 38 contains 12751 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10568 members 
Mstep: Class 41 contains 98435 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98575 members 
Mstep: Class 45 contains 191906 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 52083 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 118968 members 
Mstep: Class 50 contains 52762 members 
Mstep: Class 51 contains 779 members 
Mstep: Class 52 contains 10977 members 
Mstep: Class 53 contains 114029 members 
Mstep: Class 54 contains 12063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194733088.000000 Penalty: 126004.695312
Iteration 314Q: 55 clusters Score -1.947331e+08 nChanged 8137
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 3473 members 
Mstep: Class 3 contains 20030 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 36436 members 
Mstep: Class 6 contains 73627 members 
Mstep: Class 7 contains 17723 members 
Mstep: Class 8 contains 36273 members 
Mstep: Class 9 contains 32035 members 
Mstep: Class 10 contains 16213 members 
Mstep: Class 11 contains 6089 members 
Mstep: Class 12 contains 65396 members 
Mstep: Class 13 contains 4150 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 27822 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 149177 members 
Mstep: Class 20 contains 34592 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37359 members 
Mstep: Class 23 contains 9704 members 
Mstep: Class 24 contains 67022 members 
Mstep: Class 25 contains 83643 members 
Mstep: Class 26 contains 26799 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2586 members 
Mstep: Class 30 contains 50646 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54368 members 
Mstep: Class 34 contains 1334 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 68712 members 
Mstep: Class 38 contains 12751 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10566 members 
Mstep: Class 41 contains 98894 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98592 members 
Mstep: Class 45 contains 191921 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 52336 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 119820 members 
Mstep: Class 50 contains 54190 members 
Mstep: Class 51 contains 779 members 
Mstep: Class 52 contains 10916 members 
Mstep: Class 53 contains 114113 members 
Mstep: Class 54 contains 12062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194732736.000000 Penalty: 126004.695312
Iteration 315Q: 55 clusters Score -1.947327e+08 nChanged 8237
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 3475 members 
Mstep: Class 3 contains 19979 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 36431 members 
Mstep: Class 6 contains 73627 members 
Mstep: Class 7 contains 17327 members 
Mstep: Class 8 contains 36295 members 
Mstep: Class 9 contains 32028 members 
Mstep: Class 10 contains 16214 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 65267 members 
Mstep: Class 13 contains 4151 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 28220 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 148795 members 
Mstep: Class 20 contains 34210 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37387 members 
Mstep: Class 23 contains 9698 members 
Mstep: Class 24 contains 67410 members 
Mstep: Class 25 contains 83671 members 
Mstep: Class 26 contains 26750 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2586 members 
Mstep: Class 30 contains 50377 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54411 members 
Mstep: Class 34 contains 1334 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 66629 members 
Mstep: Class 38 contains 12753 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10566 members 
Mstep: Class 41 contains 99471 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98587 members 
Mstep: Class 45 contains 191933 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 52521 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 120794 members 
Mstep: Class 50 contains 55408 members 
Mstep: Class 51 contains 779 members 
Mstep: Class 52 contains 10919 members 
Mstep: Class 53 contains 113990 members 
Mstep: Class 54 contains 12062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194732128.000000 Penalty: 126004.695312
Iteration 316Q: 55 clusters Score -1.947321e+08 nChanged 8469
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 3475 members 
Mstep: Class 3 contains 20060 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 36417 members 
Mstep: Class 6 contains 73628 members 
Mstep: Class 7 contains 16902 members 
Mstep: Class 8 contains 36314 members 
Mstep: Class 9 contains 32026 members 
Mstep: Class 10 contains 16220 members 
Mstep: Class 11 contains 6099 members 
Mstep: Class 12 contains 65123 members 
Mstep: Class 13 contains 4152 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 28806 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 148213 members 
Mstep: Class 20 contains 33842 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37406 members 
Mstep: Class 23 contains 9701 members 
Mstep: Class 24 contains 67854 members 
Mstep: Class 25 contains 83657 members 
Mstep: Class 26 contains 26708 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2585 members 
Mstep: Class 30 contains 50110 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54409 members 
Mstep: Class 34 contains 1334 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 65199 members 
Mstep: Class 38 contains 12754 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10568 members 
Mstep: Class 41 contains 100519 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98597 members 
Mstep: Class 45 contains 191943 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 52612 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 121728 members 
Mstep: Class 50 contains 55972 members 
Mstep: Class 51 contains 779 members 
Mstep: Class 52 contains 10847 members 
Mstep: Class 53 contains 113554 members 
Mstep: Class 54 contains 12057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194732912.000000 Penalty: 126004.695312
Iteration 317Q: 55 clusters Score -1.947329e+08 nChanged 7387
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 3474 members 
Mstep: Class 3 contains 20052 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 36391 members 
Mstep: Class 6 contains 73634 members 
Mstep: Class 7 contains 16478 members 
Mstep: Class 8 contains 36342 members 
Mstep: Class 9 contains 32018 members 
Mstep: Class 10 contains 16219 members 
Mstep: Class 11 contains 6112 members 
Mstep: Class 12 contains 65004 members 
Mstep: Class 13 contains 4152 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 29067 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 147802 members 
Mstep: Class 20 contains 33553 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 37438 members 
Mstep: Class 23 contains 9698 members 
Mstep: Class 24 contains 68324 members 
Mstep: Class 25 contains 83629 members 
Mstep: Class 26 contains 26674 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2584 members 
Mstep: Class 30 contains 49895 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54449 members 
Mstep: Class 34 contains 1333 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 64610 members 
Mstep: Class 38 contains 12758 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10568 members 
Mstep: Class 41 contains 101529 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98584 members 
Mstep: Class 45 contains 191953 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 52916 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 122580 members 
Mstep: Class 50 contains 55760 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 10746 members 
Mstep: Class 53 contains 113010 members 
Mstep: Class 54 contains 12054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194732512.000000 Penalty: 126004.695312
Iteration 318Q: 55 clusters Score -1.947325e+08 nChanged 6539
Entering ConstructFrom: 
Score: -194732512.000000 Penalty: 126004.695312
Entering ConstructFrom: 
Trying to split cluster 1 (10951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Entering Unmasked Estep 
Score: -1251589.125000 Penalty: 1511.442627
	Iteration 0F: 2 clusters Score -1251589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1243760.625000 Penalty: 3022.885254
	Iteration 0F: 3 clusters Score -1243761 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1246372.000000 Penalty: 3022.885254
	Iteration 1F: 3 clusters Score -1246372 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1246690.375000 Penalty: 3022.885254
	Iteration 2F: 3 clusters Score -1246690 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1247013.125000 Penalty: 3022.885254
	Iteration 3F: 3 clusters Score -1247013 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1247433.875000 Penalty: 3022.885254
	Iteration 4F: 3 clusters Score -1247434 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1247958.875000 Penalty: 3022.885254
	Iteration 5F: 3 clusters Score -1247959 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1248633.125000 Penalty: 3022.885254
	Iteration 6F: 3 clusters Score -1248633 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1249276.625000 Penalty: 3022.885254
	Iteration 7F: 3 clusters Score -1249277 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1249815.750000 Penalty: 3022.885254
	Iteration 8F: 3 clusters Score -1249816 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1250229.125000 Penalty: 3022.885254
	Iteration 9Q: 3 clusters Score -1250229 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1250537.875000 Penalty: 3022.885254
	Iteration 10Q: 3 clusters Score -1250538 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1250725.125000 Penalty: 3022.885254
	Iteration 11Q: 3 clusters Score -1250725 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1250794.375000 Penalty: 3022.885254
	Iteration 12Q: 3 clusters Score -1250794 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1250819.250000 Penalty: 3022.885254
	Iteration 13Q: 3 clusters Score -1250819 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1250836.750000 Penalty: 3022.885254
	Iteration 14Q: 3 clusters Score -1250837 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1250845.625000 Penalty: 3022.885254
	Iteration 15Q: 3 clusters Score -1250846 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1250852.000000 Penalty: 3022.885254
	Iteration 16Q: 3 clusters Score -1250852 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1250860.750000 Penalty: 3022.885254
	Iteration 17Q: 3 clusters Score -1250861 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1250868.375000 Penalty: 3022.885254
	Iteration 18Q: 3 clusters Score -1250868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1250869.875000 Penalty: 3022.885254
	Iteration 19Q: 3 clusters Score -1250870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1250874.375000 Penalty: 3022.885254
	Iteration 20F: 3 clusters Score -1250874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1250877.875000 Penalty: 3022.885254
	Iteration 21Q: 3 clusters Score -1250878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1250877.000000 Penalty: 3022.885254
	Iteration 22Q: 3 clusters Score -1250877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1250879.875000 Penalty: 3022.885254
	Iteration 23Q: 3 clusters Score -1250880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1250881.625000 Penalty: 3022.885254
	Iteration 24Q: 3 clusters Score -1250882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1250885.125000 Penalty: 3022.885254
	Iteration 25Q: 3 clusters Score -1250885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1250884.000000 Penalty: 3022.885254
	Iteration 26Q: 3 clusters Score -1250884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1250886.250000 Penalty: 3022.885254
	Iteration 27Q: 3 clusters Score -1250886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1250887.375000 Penalty: 3022.885254
	Iteration 28Q: 3 clusters Score -1250887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1250887.625000 Penalty: 3022.885254
	Iteration 29Q: 3 clusters Score -1250888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1250888.500000 Penalty: 3022.885254
	Iteration 30Q: 3 clusters Score -1250888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1250887.625000 Penalty: 3022.885254
	Iteration 31Q: 3 clusters Score -1250888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1250887.000000 Penalty: 3022.885254
	Iteration 32Q: 3 clusters Score -1250887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1250889.375000 Penalty: 3022.885254
	Iteration 33Q: 3 clusters Score -1250889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1250888.750000 Penalty: 3022.885254
	Iteration 34Q: 3 clusters Score -1250889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1250888.750000 Penalty: 3022.885254
	Iteration 35F: 3 clusters Score -1250889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Entering Unmasked Estep 
Score: -404022.656250 Penalty: 1324.825806
	Iteration 0F: 2 clusters Score -404022.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -401045.468750 Penalty: 2649.651611
	Iteration 0F: 3 clusters Score -401045.5 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -401741.250000 Penalty: 2649.651611
	Iteration 1F: 3 clusters Score -401741.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -401848.812500 Penalty: 2649.651611
	Iteration 2F: 3 clusters Score -401848.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -401931.750000 Penalty: 2649.651611
	Iteration 3Q: 3 clusters Score -401931.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -402008.500000 Penalty: 2649.651611
	Iteration 4Q: 3 clusters Score -402008.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -402066.031250 Penalty: 2649.651611
	Iteration 5Q: 3 clusters Score -402066 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -402103.250000 Penalty: 2649.651611
	Iteration 6Q: 3 clusters Score -402103.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -402130.375000 Penalty: 2649.651611
	Iteration 7Q: 3 clusters Score -402130.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -402149.656250 Penalty: 2649.651611
	Iteration 8Q: 3 clusters Score -402149.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -402171.500000 Penalty: 2649.651611
	Iteration 9Q: 3 clusters Score -402171.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -402209.093750 Penalty: 2649.651611
	Iteration 10Q: 3 clusters Score -402209.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -402244.812500 Penalty: 2649.651611
	Iteration 11Q: 3 clusters Score -402244.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -402277.843750 Penalty: 2649.651611
	Iteration 12Q: 3 clusters Score -402277.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -402307.593750 Penalty: 2649.651611
	Iteration 13Q: 3 clusters Score -402307.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -402339.625000 Penalty: 2649.651611
	Iteration 14Q: 3 clusters Score -402339.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -402371.500000 Penalty: 2649.651611
	Iteration 15Q: 3 clusters Score -402371.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -402413.062500 Penalty: 2649.651611
	Iteration 16Q: 3 clusters Score -402413.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -402453.875000 Penalty: 2649.651611
	Iteration 17Q: 3 clusters Score -402453.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -402491.625000 Penalty: 2649.651611
	Iteration 18Q: 3 clusters Score -402491.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -402527.656250 Penalty: 2649.651611
	Iteration 19Q: 3 clusters Score -402527.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -402570.187500 Penalty: 2649.651611
	Iteration 20F: 3 clusters Score -402570.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -402609.000000 Penalty: 2649.651611
	Iteration 21Q: 3 clusters Score -402609 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -402640.250000 Penalty: 2649.651611
	Iteration 22Q: 3 clusters Score -402640.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -402675.593750 Penalty: 2649.651611
	Iteration 23Q: 3 clusters Score -402675.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -402710.031250 Penalty: 2649.651611
	Iteration 24Q: 3 clusters Score -402710 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -402741.281250 Penalty: 2649.651611
	Iteration 25Q: 3 clusters Score -402741.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -402767.250000 Penalty: 2649.651611
	Iteration 26Q: 3 clusters Score -402767.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -402782.000000 Penalty: 2649.651611
	Iteration 27Q: 3 clusters Score -402782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -402794.906250 Penalty: 2649.651611
	Iteration 28Q: 3 clusters Score -402794.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -402804.812500 Penalty: 2649.651611
	Iteration 29Q: 3 clusters Score -402804.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -402811.250000 Penalty: 2649.651611
	Iteration 30Q: 3 clusters Score -402811.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -402813.375000 Penalty: 2649.651611
	Iteration 31Q: 3 clusters Score -402813.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -402821.500000 Penalty: 2649.651611
	Iteration 32Q: 3 clusters Score -402821.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -402825.625000 Penalty: 2649.651611
	Iteration 33Q: 3 clusters Score -402825.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -402831.343750 Penalty: 2649.651611
	Iteration 34Q: 3 clusters Score -402831.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -402833.468750 Penalty: 2649.651611
	Iteration 35Q: 3 clusters Score -402833.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -402834.875000 Penalty: 2649.651611
	Iteration 36Q: 3 clusters Score -402834.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -402836.937500 Penalty: 2649.651611
	Iteration 37Q: 3 clusters Score -402836.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -402840.000000 Penalty: 2649.651611
	Iteration 38Q: 3 clusters Score -402840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -402845.218750 Penalty: 2649.651611
	Iteration 39Q: 3 clusters Score -402845.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -402850.781250 Penalty: 2649.651611
	Iteration 40F: 3 clusters Score -402850.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -402855.343750 Penalty: 2649.651611
	Iteration 41Q: 3 clusters Score -402855.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -402857.406250 Penalty: 2649.651611
	Iteration 42Q: 3 clusters Score -402857.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -402857.937500 Penalty: 2649.651611
	Iteration 43Q: 3 clusters Score -402857.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -402860.531250 Penalty: 2649.651611
	Iteration 44Q: 3 clusters Score -402860.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -402864.906250 Penalty: 2649.651611
	Iteration 45Q: 3 clusters Score -402864.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -402868.031250 Penalty: 2649.651611
	Iteration 46Q: 3 clusters Score -402868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -402872.218750 Penalty: 2649.651611
	Iteration 47Q: 3 clusters Score -402872.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -402875.187500 Penalty: 2649.651611
	Iteration 48Q: 3 clusters Score -402875.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -402877.968750 Penalty: 2649.651611
	Iteration 49Q: 3 clusters Score -402878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -402879.093750 Penalty: 2649.651611
	Iteration 50Q: 3 clusters Score -402879.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -402879.093750 Penalty: 2649.651611
	Iteration 51F: 3 clusters Score -402879.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Entering Unmasked Estep 
Score: -2424454.750000 Penalty: 1610.861328
	Iteration 0F: 2 clusters Score -2424455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -2410766.500000 Penalty: 3221.722656
	Iteration 0F: 3 clusters Score -2410766 nChanged 9176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -2415636.750000 Penalty: 3221.722656
	Iteration 1F: 3 clusters Score -2415637 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -2415867.750000 Penalty: 3221.722656
	Iteration 2Q: 3 clusters Score -2415868 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -2416043.000000 Penalty: 3221.722656
	Iteration 3Q: 3 clusters Score -2416043 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -2416232.750000 Penalty: 3221.722656
	Iteration 4Q: 3 clusters Score -2416233 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -2416439.000000 Penalty: 3221.722656
	Iteration 5Q: 3 clusters Score -2416439 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -2416727.750000 Penalty: 3221.722656
	Iteration 6Q: 3 clusters Score -2416728 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -2417161.250000 Penalty: 3221.722656
	Iteration 7Q: 3 clusters Score -2417161 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -2417748.750000 Penalty: 3221.722656
	Iteration 8F: 3 clusters Score -2417749 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -2418565.750000 Penalty: 3221.722656
	Iteration 9F: 3 clusters Score -2418566 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -2419631.250000 Penalty: 3221.722656
	Iteration 10F: 3 clusters Score -2419631 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -2420769.500000 Penalty: 3221.722656
	Iteration 11F: 3 clusters Score -2420770 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -2421754.750000 Penalty: 3221.722656
	Iteration 12F: 3 clusters Score -2421755 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -2422372.750000 Penalty: 3221.722656
	Iteration 13Q: 3 clusters Score -2422373 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -2422679.500000 Penalty: 3221.722656
	Iteration 14Q: 3 clusters Score -2422680 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -2422820.750000 Penalty: 3221.722656
	Iteration 15Q: 3 clusters Score -2422821 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -2422891.250000 Penalty: 3221.722656
	Iteration 16Q: 3 clusters Score -2422891 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -2422923.500000 Penalty: 3221.722656
	Iteration 17Q: 3 clusters Score -2422924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -2422952.250000 Penalty: 3221.722656
	Iteration 18Q: 3 clusters Score -2422952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -2422960.750000 Penalty: 3221.722656
	Iteration 19Q: 3 clusters Score -2422961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -2422980.750000 Penalty: 3221.722656
	Iteration 20F: 3 clusters Score -2422981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -2422993.000000 Penalty: 3221.722656
	Iteration 21Q: 3 clusters Score -2422993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -2423009.750000 Penalty: 3221.722656
	Iteration 22Q: 3 clusters Score -2423010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -2423007.500000 Penalty: 3221.722656
	Iteration 23Q: 3 clusters Score -2423008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -2423014.250000 Penalty: 3221.722656
	Iteration 24Q: 3 clusters Score -2423014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -2423014.750000 Penalty: 3221.722656
	Iteration 25Q: 3 clusters Score -2423015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -2423014.750000 Penalty: 3221.722656
	Iteration 26F: 3 clusters Score -2423015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Entering Unmasked Estep 
Score: -58144.738281 Penalty: 1048.714111
	Iteration 0F: 2 clusters Score -58144.74 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 324 members 
Entering Unmasked Estep 
Score: -57033.929688 Penalty: 2097.428223
	Iteration 0F: 3 clusters Score -57033.93 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -57333.253906 Penalty: 2097.428223
	Iteration 1F: 3 clusters Score -57333.25 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -57540.445312 Penalty: 2097.428223
	Iteration 2F: 3 clusters Score -57540.45 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -57697.773438 Penalty: 2097.428223
	Iteration 3F: 3 clusters Score -57697.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -57777.484375 Penalty: 2097.428223
	Iteration 4Q: 3 clusters Score -57777.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -57842.335938 Penalty: 2097.428223
	Iteration 5Q: 3 clusters Score -57842.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -57883.511719 Penalty: 2097.428223
	Iteration 6Q: 3 clusters Score -57883.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -57910.222656 Penalty: 2097.428223
	Iteration 7Q: 3 clusters Score -57910.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -57935.632812 Penalty: 2097.428223
	Iteration 8Q: 3 clusters Score -57935.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -57970.394531 Penalty: 2097.428223
	Iteration 9Q: 3 clusters Score -57970.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -57981.109375 Penalty: 2097.428223
	Iteration 10Q: 3 clusters Score -57981.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -57986.253906 Penalty: 2097.428223
	Iteration 11Q: 3 clusters Score -57986.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -57988.937500 Penalty: 2097.428223
	Iteration 12Q: 3 clusters Score -57988.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -57999.253906 Penalty: 2097.428223
	Iteration 13Q: 3 clusters Score -57999.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -58008.351562 Penalty: 2097.428223
	Iteration 14Q: 3 clusters Score -58008.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -58010.937500 Penalty: 2097.428223
	Iteration 15Q: 3 clusters Score -58010.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -58012.382812 Penalty: 2097.428223
	Iteration 16Q: 3 clusters Score -58012.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -58013.773438 Penalty: 2097.428223
	Iteration 17Q: 3 clusters Score -58013.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -58013.773438 Penalty: 2097.428223
	Iteration 18F: 3 clusters Score -58013.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (36366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36366 members 
Entering Unmasked Estep 
Score: -4004419.500000 Penalty: 1706.475830
	Iteration 0F: 2 clusters Score -4004420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -3979966.250000 Penalty: 3412.951660
	Iteration 0F: 3 clusters Score -3979966 nChanged 16841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -3989497.750000 Penalty: 3412.951660
	Iteration 1F: 3 clusters Score -3989498 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -3989984.750000 Penalty: 3412.951660
	Iteration 2Q: 3 clusters Score -3989985 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -3990517.000000 Penalty: 3412.951660
	Iteration 3Q: 3 clusters Score -3990517 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -3991179.250000 Penalty: 3412.951660
	Iteration 4Q: 3 clusters Score -3991179 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -3992029.000000 Penalty: 3412.951660
	Iteration 5Q: 3 clusters Score -3992029 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -3993134.250000 Penalty: 3412.951660
	Iteration 6F: 3 clusters Score -3993134 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -3994502.250000 Penalty: 3412.951660
	Iteration 7F: 3 clusters Score -3994502 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -3995971.250000 Penalty: 3412.951660
	Iteration 8F: 3 clusters Score -3995971 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -3997066.250000 Penalty: 3412.951660
	Iteration 9F: 3 clusters Score -3997066 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -3997685.750000 Penalty: 3412.951660
	Iteration 10Q: 3 clusters Score -3997686 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -3997990.750000 Penalty: 3412.951660
	Iteration 11Q: 3 clusters Score -3997991 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -3998123.000000 Penalty: 3412.951660
	Iteration 12Q: 3 clusters Score -3998123 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -3998243.750000 Penalty: 3412.951660
	Iteration 13Q: 3 clusters Score -3998244 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -3998315.000000 Penalty: 3412.951660
	Iteration 14Q: 3 clusters Score -3998315 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -3998415.500000 Penalty: 3412.951660
	Iteration 15Q: 3 clusters Score -3998416 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -3998501.750000 Penalty: 3412.951660
	Iteration 16Q: 3 clusters Score -3998502 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -3998617.250000 Penalty: 3412.951660
	Iteration 17Q: 3 clusters Score -3998617 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -3998738.750000 Penalty: 3412.951660
	Iteration 18Q: 3 clusters Score -3998739 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -3998900.500000 Penalty: 3412.951660
	Iteration 19Q: 3 clusters Score -3998900 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -3999131.500000 Penalty: 3412.951660
	Iteration 20F: 3 clusters Score -3999132 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -3999401.000000 Penalty: 3412.951660
	Iteration 21Q: 3 clusters Score -3999401 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -3999680.500000 Penalty: 3412.951660
	Iteration 22Q: 3 clusters Score -3999680 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -4000047.250000 Penalty: 3412.951660
	Iteration 23Q: 3 clusters Score -4000047 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27658 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -4000396.000000 Penalty: 3412.951660
	Iteration 24Q: 3 clusters Score -4000396 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28370 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -4000768.250000 Penalty: 3412.951660
	Iteration 25Q: 3 clusters Score -4000768 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29055 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -4001086.250000 Penalty: 3412.951660
	Iteration 26Q: 3 clusters Score -4001086 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29664 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -4001359.000000 Penalty: 3412.951660
	Iteration 27Q: 3 clusters Score -4001359 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -4001578.500000 Penalty: 3412.951660
	Iteration 28Q: 3 clusters Score -4001578 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30655 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -4001752.500000 Penalty: 3412.951660
	Iteration 29Q: 3 clusters Score -4001752 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31045 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -4001903.500000 Penalty: 3412.951660
	Iteration 30Q: 3 clusters Score -4001904 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31425 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -4002037.250000 Penalty: 3412.951660
	Iteration 31Q: 3 clusters Score -4002037 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -4002150.000000 Penalty: 3412.951660
	Iteration 32Q: 3 clusters Score -4002150 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32103 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -4002254.250000 Penalty: 3412.951660
	Iteration 33Q: 3 clusters Score -4002254 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -4002339.750000 Penalty: 3412.951660
	Iteration 34Q: 3 clusters Score -4002340 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32653 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -4002407.000000 Penalty: 3412.951660
	Iteration 35Q: 3 clusters Score -4002407 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32860 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -4002468.750000 Penalty: 3412.951660
	Iteration 36Q: 3 clusters Score -4002469 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33059 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -4002545.500000 Penalty: 3412.951660
	Iteration 37Q: 3 clusters Score -4002546 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33200 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -4002570.750000 Penalty: 3412.951660
	Iteration 38Q: 3 clusters Score -4002571 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -4002619.250000 Penalty: 3412.951660
	Iteration 39Q: 3 clusters Score -4002619 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -4002641.750000 Penalty: 3412.951660
	Iteration 40F: 3 clusters Score -4002642 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33618 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -4002681.000000 Penalty: 3412.951660
	Iteration 41Q: 3 clusters Score -4002681 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33731 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -4002709.250000 Penalty: 3412.951660
	Iteration 42Q: 3 clusters Score -4002709 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33818 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -4002730.500000 Penalty: 3412.951660
	Iteration 43Q: 3 clusters Score -4002730 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33912 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -4002745.250000 Penalty: 3412.951660
	Iteration 44Q: 3 clusters Score -4002745 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34000 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -4002772.750000 Penalty: 3412.951660
	Iteration 45Q: 3 clusters Score -4002773 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34082 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -4002786.750000 Penalty: 3412.951660
	Iteration 46Q: 3 clusters Score -4002787 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -4002809.500000 Penalty: 3412.951660
	Iteration 47Q: 3 clusters Score -4002810 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34215 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -4002820.000000 Penalty: 3412.951660
	Iteration 48Q: 3 clusters Score -4002820 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34284 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -4002830.750000 Penalty: 3412.951660
	Iteration 49Q: 3 clusters Score -4002831 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34346 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -4002846.500000 Penalty: 3412.951660
	Iteration 50Q: 3 clusters Score -4002846 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -4002865.500000 Penalty: 3412.951660
	Iteration 51Q: 3 clusters Score -4002866 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -4002881.000000 Penalty: 3412.951660
	Iteration 52Q: 3 clusters Score -4002881 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34501 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -4002890.500000 Penalty: 3412.951660
	Iteration 53Q: 3 clusters Score -4002890 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34543 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -4002902.000000 Penalty: 3412.951660
	Iteration 54Q: 3 clusters Score -4002902 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34585 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -4002913.000000 Penalty: 3412.951660
	Iteration 55Q: 3 clusters Score -4002913 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -4002936.250000 Penalty: 3412.951660
	Iteration 56Q: 3 clusters Score -4002936 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34668 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -4002941.750000 Penalty: 3412.951660
	Iteration 57Q: 3 clusters Score -4002942 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34704 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -4002946.250000 Penalty: 3412.951660
	Iteration 58Q: 3 clusters Score -4002946 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34746 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -4002946.250000 Penalty: 3412.951660
	Iteration 59Q: 3 clusters Score -4002946 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34779 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -4002960.750000 Penalty: 3412.951660
	Iteration 60F: 3 clusters Score -4002961 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34803 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -4002962.750000 Penalty: 3412.951660
	Iteration 61Q: 3 clusters Score -4002963 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34828 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -4002961.250000 Penalty: 3412.951660
	Iteration 62Q: 3 clusters Score -4002961 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34843 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -4002966.250000 Penalty: 3412.951660
	Iteration 63Q: 3 clusters Score -4002966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34855 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -4002972.250000 Penalty: 3412.951660
	Iteration 64Q: 3 clusters Score -4002972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34872 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -4002973.750000 Penalty: 3412.951660
	Iteration 65Q: 3 clusters Score -4002974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34889 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -4002984.500000 Penalty: 3412.951660
	Iteration 66Q: 3 clusters Score -4002984 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -4002977.250000 Penalty: 3412.951660
	Iteration 67Q: 3 clusters Score -4002977 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34930 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -4002982.250000 Penalty: 3412.951660
	Iteration 68Q: 3 clusters Score -4002982 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34950 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -4002983.500000 Penalty: 3412.951660
	Iteration 69Q: 3 clusters Score -4002984 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34973 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -4002996.250000 Penalty: 3412.951660
	Iteration 70Q: 3 clusters Score -4002996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -4003000.250000 Penalty: 3412.951660
	Iteration 71Q: 3 clusters Score -4003000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34999 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -4003005.000000 Penalty: 3412.951660
	Iteration 72Q: 3 clusters Score -4003005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35007 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -4002997.500000 Penalty: 3412.951660
	Iteration 73Q: 3 clusters Score -4002998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -4002999.250000 Penalty: 3412.951660
	Iteration 74Q: 3 clusters Score -4002999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35024 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4003002.000000 Penalty: 3412.951660
	Iteration 75Q: 3 clusters Score -4003002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35036 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -4003007.500000 Penalty: 3412.951660
	Iteration 76Q: 3 clusters Score -4003008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35040 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -4003000.500000 Penalty: 3412.951660
	Iteration 77Q: 3 clusters Score -4003000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35044 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -4003001.000000 Penalty: 3412.951660
	Iteration 78Q: 3 clusters Score -4003001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35050 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -4003014.500000 Penalty: 3412.951660
	Iteration 79Q: 3 clusters Score -4003014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35058 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -4003007.750000 Penalty: 3412.951660
	Iteration 80F: 3 clusters Score -4003008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35067 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -4003011.250000 Penalty: 3412.951660
	Iteration 81Q: 3 clusters Score -4003011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -4003006.500000 Penalty: 3412.951660
	Iteration 82Q: 3 clusters Score -4003006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35082 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -4003008.000000 Penalty: 3412.951660
	Iteration 83Q: 3 clusters Score -4003008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35091 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -4003013.000000 Penalty: 3412.951660
	Iteration 84Q: 3 clusters Score -4003013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35096 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -4003007.000000 Penalty: 3412.951660
	Iteration 85Q: 3 clusters Score -4003007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35098 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -4003007.500000 Penalty: 3412.951660
	Iteration 86Q: 3 clusters Score -4003008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35101 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -4003008.500000 Penalty: 3412.951660
	Iteration 87Q: 3 clusters Score -4003008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -4003008.250000 Penalty: 3412.951660
	Iteration 88Q: 3 clusters Score -4003008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -4003008.250000 Penalty: 3412.951660
	Iteration 89F: 3 clusters Score -4003008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (73634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73634 members 
Entering Unmasked Estep 
Score: -8358959.000000 Penalty: 1821.115112
	Iteration 0F: 2 clusters Score -8358959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36635 members 
Mstep: Class 2 contains 36999 members 
Entering Unmasked Estep 
Score: -8310035.000000 Penalty: 3642.230225
	Iteration 0F: 3 clusters Score -8310035 nChanged 34841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34746 members 
Mstep: Class 2 contains 38888 members 
Entering Unmasked Estep 
Score: -8329823.000000 Penalty: 3642.230225
	Iteration 1F: 3 clusters Score -8329823 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33804 members 
Mstep: Class 2 contains 39830 members 
Entering Unmasked Estep 
Score: -8330471.000000 Penalty: 3642.230225
	Iteration 2Q: 3 clusters Score -8330471 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 41180 members 
Entering Unmasked Estep 
Score: -8331373.500000 Penalty: 3642.230225
	Iteration 3Q: 3 clusters Score -8331374 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30507 members 
Mstep: Class 2 contains 43127 members 
Entering Unmasked Estep 
Score: -8332734.000000 Penalty: 3642.230225
	Iteration 4Q: 3 clusters Score -8332734 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 45909 members 
Entering Unmasked Estep 
Score: -8334811.000000 Penalty: 3642.230225
	Iteration 5F: 3 clusters Score -8334811 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 49701 members 
Entering Unmasked Estep 
Score: -8338058.000000 Penalty: 3642.230225
	Iteration 6F: 3 clusters Score -8338058 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 54316 members 
Entering Unmasked Estep 
Score: -8342296.500000 Penalty: 3642.230225
	Iteration 7F: 3 clusters Score -8342296 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 59002 members 
Entering Unmasked Estep 
Score: -8346640.500000 Penalty: 3642.230225
	Iteration 8F: 3 clusters Score -8346640 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 63033 members 
Entering Unmasked Estep 
Score: -8350261.000000 Penalty: 3642.230225
	Iteration 9F: 3 clusters Score -8350261 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 66069 members 
Entering Unmasked Estep 
Score: -8352981.500000 Penalty: 3642.230225
	Iteration 10Q: 3 clusters Score -8352982 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 68151 members 
Entering Unmasked Estep 
Score: -8354630.500000 Penalty: 3642.230225
	Iteration 11Q: 3 clusters Score -8354630 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 69491 members 
Entering Unmasked Estep 
Score: -8355589.500000 Penalty: 3642.230225
	Iteration 12Q: 3 clusters Score -8355590 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 70366 members 
Entering Unmasked Estep 
Score: -8356193.000000 Penalty: 3642.230225
	Iteration 13Q: 3 clusters Score -8356193 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 70939 members 
Entering Unmasked Estep 
Score: -8356556.000000 Penalty: 3642.230225
	Iteration 14Q: 3 clusters Score -8356556 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 71366 members 
Entering Unmasked Estep 
Score: -8356784.000000 Penalty: 3642.230225
	Iteration 15Q: 3 clusters Score -8356784 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 71686 members 
Entering Unmasked Estep 
Score: -8356948.000000 Penalty: 3642.230225
	Iteration 16Q: 3 clusters Score -8356948 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 71919 members 
Entering Unmasked Estep 
Score: -8357033.500000 Penalty: 3642.230225
	Iteration 17Q: 3 clusters Score -8357034 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 72100 members 
Entering Unmasked Estep 
Score: -8357108.000000 Penalty: 3642.230225
	Iteration 18Q: 3 clusters Score -8357108 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 72250 members 
Entering Unmasked Estep 
Score: -8357182.500000 Penalty: 3642.230225
	Iteration 19Q: 3 clusters Score -8357182 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 72373 members 
Entering Unmasked Estep 
Score: -8357242.000000 Penalty: 3642.230225
	Iteration 20F: 3 clusters Score -8357242 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 72462 members 
Entering Unmasked Estep 
Score: -8357287.500000 Penalty: 3642.230225
	Iteration 21Q: 3 clusters Score -8357288 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 72539 members 
Entering Unmasked Estep 
Score: -8357340.500000 Penalty: 3642.230225
	Iteration 22Q: 3 clusters Score -8357340 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 72596 members 
Entering Unmasked Estep 
Score: -8357374.500000 Penalty: 3642.230225
	Iteration 23Q: 3 clusters Score -8357374 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 72652 members 
Entering Unmasked Estep 
Score: -8357388.500000 Penalty: 3642.230225
	Iteration 24Q: 3 clusters Score -8357388 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 72693 members 
Entering Unmasked Estep 
Score: -8357404.000000 Penalty: 3642.230225
	Iteration 25Q: 3 clusters Score -8357404 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 72723 members 
Entering Unmasked Estep 
Score: -8357412.500000 Penalty: 3642.230225
	Iteration 26Q: 3 clusters Score -8357412 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 72749 members 
Entering Unmasked Estep 
Score: -8357417.000000 Penalty: 3642.230225
	Iteration 27Q: 3 clusters Score -8357417 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 72768 members 
Entering Unmasked Estep 
Score: -8357430.500000 Penalty: 3642.230225
	Iteration 28Q: 3 clusters Score -8357430 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 72785 members 
Entering Unmasked Estep 
Score: -8357443.000000 Penalty: 3642.230225
	Iteration 29Q: 3 clusters Score -8357443 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 72799 members 
Entering Unmasked Estep 
Score: -8357443.500000 Penalty: 3642.230225
	Iteration 30Q: 3 clusters Score -8357444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 72804 members 
Entering Unmasked Estep 
Score: -8357460.000000 Penalty: 3642.230225
	Iteration 31Q: 3 clusters Score -8357460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 72812 members 
Entering Unmasked Estep 
Score: -8357452.000000 Penalty: 3642.230225
	Iteration 32Q: 3 clusters Score -8357452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 72817 members 
Entering Unmasked Estep 
Score: -8357449.500000 Penalty: 3642.230225
	Iteration 33Q: 3 clusters Score -8357450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 72824 members 
Entering Unmasked Estep 
Score: -8357456.500000 Penalty: 3642.230225
	Iteration 34Q: 3 clusters Score -8357456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 72829 members 
Entering Unmasked Estep 
Score: -8357456.000000 Penalty: 3642.230225
	Iteration 35Q: 3 clusters Score -8357456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 72832 members 
Entering Unmasked Estep 
Score: -8357462.000000 Penalty: 3642.230225
	Iteration 36Q: 3 clusters Score -8357462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 72837 members 
Entering Unmasked Estep 
Score: -8357461.000000 Penalty: 3642.230225
	Iteration 37Q: 3 clusters Score -8357461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 72841 members 
Entering Unmasked Estep 
Score: -8357470.500000 Penalty: 3642.230225
	Iteration 38Q: 3 clusters Score -8357470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 72851 members 
Entering Unmasked Estep 
Score: -8357469.000000 Penalty: 3642.230225
	Iteration 39Q: 3 clusters Score -8357469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 72857 members 
Entering Unmasked Estep 
Score: -8357471.000000 Penalty: 3642.230225
	Iteration 40F: 3 clusters Score -8357471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 72861 members 
Entering Unmasked Estep 
Score: -8357474.000000 Penalty: 3642.230225
	Iteration 41Q: 3 clusters Score -8357474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 72861 members 
Entering Unmasked Estep 
Score: -8357474.000000 Penalty: 3642.230225
	Iteration 42Q: 3 clusters Score -8357474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 72863 members 
Entering Unmasked Estep 
Score: -8357472.000000 Penalty: 3642.230225
	Iteration 43Q: 3 clusters Score -8357472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 72868 members 
Entering Unmasked Estep 
Score: -8357477.500000 Penalty: 3642.230225
	Iteration 44Q: 3 clusters Score -8357478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 72871 members 
Entering Unmasked Estep 
Score: -8357473.000000 Penalty: 3642.230225
	Iteration 45Q: 3 clusters Score -8357473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 72873 members 
Entering Unmasked Estep 
Score: -8357476.500000 Penalty: 3642.230225
	Iteration 46Q: 3 clusters Score -8357476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 72873 members 
Entering Unmasked Estep 
Score: -8357476.500000 Penalty: 3642.230225
	Iteration 47F: 3 clusters Score -8357476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Entering Unmasked Estep 
Score: -1869534.000000 Penalty: 1573.704590
	Iteration 0F: 2 clusters Score -1869534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1858525.625000 Penalty: 3147.409180
	Iteration 0F: 3 clusters Score -1858526 nChanged 7129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1862313.500000 Penalty: 3147.409180
	Iteration 1F: 3 clusters Score -1862314 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1862784.875000 Penalty: 3147.409180
	Iteration 2F: 3 clusters Score -1862785 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1863414.375000 Penalty: 3147.409180
	Iteration 3F: 3 clusters Score -1863414 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1864290.500000 Penalty: 3147.409180
	Iteration 4F: 3 clusters Score -1864290 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1865415.125000 Penalty: 3147.409180
	Iteration 5F: 3 clusters Score -1865415 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1866592.500000 Penalty: 3147.409180
	Iteration 6F: 3 clusters Score -1866592 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1867602.125000 Penalty: 3147.409180
	Iteration 7F: 3 clusters Score -1867602 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1868306.750000 Penalty: 3147.409180
	Iteration 8Q: 3 clusters Score -1868307 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1868600.000000 Penalty: 3147.409180
	Iteration 9Q: 3 clusters Score -1868600 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -1868698.000000 Penalty: 3147.409180
	Iteration 10Q: 3 clusters Score -1868698 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1868745.375000 Penalty: 3147.409180
	Iteration 11Q: 3 clusters Score -1868745 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -1868750.875000 Penalty: 3147.409180
	Iteration 12Q: 3 clusters Score -1868751 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1868764.750000 Penalty: 3147.409180
	Iteration 13Q: 3 clusters Score -1868765 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -1868772.250000 Penalty: 3147.409180
	Iteration 14Q: 3 clusters Score -1868772 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -1868771.625000 Penalty: 3147.409180
	Iteration 15Q: 3 clusters Score -1868772 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1868773.625000 Penalty: 3147.409180
	Iteration 16Q: 3 clusters Score -1868774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1868779.750000 Penalty: 3147.409180
	Iteration 17Q: 3 clusters Score -1868780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1868783.750000 Penalty: 3147.409180
	Iteration 18Q: 3 clusters Score -1868784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1868781.000000 Penalty: 3147.409180
	Iteration 19Q: 3 clusters Score -1868781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -1868778.250000 Penalty: 3147.409180
	Iteration 20F: 3 clusters Score -1868778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1868779.250000 Penalty: 3147.409180
	Iteration 21Q: 3 clusters Score -1868779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1868783.500000 Penalty: 3147.409180
	Iteration 22Q: 3 clusters Score -1868784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1868785.000000 Penalty: 3147.409180
	Iteration 23Q: 3 clusters Score -1868785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -1868785.750000 Penalty: 3147.409180
	Iteration 24Q: 3 clusters Score -1868786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1868786.000000 Penalty: 3147.409180
	Iteration 25Q: 3 clusters Score -1868786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -1868784.250000 Penalty: 3147.409180
	Iteration 26Q: 3 clusters Score -1868784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -1868784.250000 Penalty: 3147.409180
	Iteration 27F: 3 clusters Score -1868784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (36372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36372 members 
Entering Unmasked Estep 
Score: -4145296.250000 Penalty: 1706.502563
	Iteration 0F: 2 clusters Score -4145296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -4120841.000000 Penalty: 3413.005127
	Iteration 0F: 3 clusters Score -4120841 nChanged 16845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -4130341.000000 Penalty: 3413.005127
	Iteration 1F: 3 clusters Score -4130341 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -4130777.250000 Penalty: 3413.005127
	Iteration 2Q: 3 clusters Score -4130777 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -4131354.750000 Penalty: 3413.005127
	Iteration 3Q: 3 clusters Score -4131355 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -4132123.500000 Penalty: 3413.005127
	Iteration 4Q: 3 clusters Score -4132124 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -4133382.750000 Penalty: 3413.005127
	Iteration 5F: 3 clusters Score -4133383 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -4135159.500000 Penalty: 3413.005127
	Iteration 6F: 3 clusters Score -4135160 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -4137224.000000 Penalty: 3413.005127
	Iteration 7F: 3 clusters Score -4137224 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -4139180.250000 Penalty: 3413.005127
	Iteration 8F: 3 clusters Score -4139180 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
Score: -4140620.250000 Penalty: 3413.005127
	Iteration 9Q: 3 clusters Score -4140620 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -4141395.250000 Penalty: 3413.005127
	Iteration 10Q: 3 clusters Score -4141395 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 30176 members 
Entering Unmasked Estep 
Score: -4141862.250000 Penalty: 3413.005127
	Iteration 11Q: 3 clusters Score -4141862 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
Score: -4142204.000000 Penalty: 3413.005127
	Iteration 12Q: 3 clusters Score -4142204 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 31039 members 
Entering Unmasked Estep 
Score: -4142446.500000 Penalty: 3413.005127
	Iteration 13Q: 3 clusters Score -4142446 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -4142646.250000 Penalty: 3413.005127
	Iteration 14Q: 3 clusters Score -4142646 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 31679 members 
Entering Unmasked Estep 
Score: -4142841.750000 Penalty: 3413.005127
	Iteration 15Q: 3 clusters Score -4142842 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 31947 members 
Entering Unmasked Estep 
Score: -4143002.500000 Penalty: 3413.005127
	Iteration 16Q: 3 clusters Score -4143002 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 32184 members 
Entering Unmasked Estep 
Score: -4143170.750000 Penalty: 3413.005127
	Iteration 17Q: 3 clusters Score -4143171 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 32388 members 
Entering Unmasked Estep 
Score: -4143304.750000 Penalty: 3413.005127
	Iteration 18Q: 3 clusters Score -4143305 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 32588 members 
Entering Unmasked Estep 
Score: -4143414.250000 Penalty: 3413.005127
	Iteration 19Q: 3 clusters Score -4143414 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 32785 members 
Entering Unmasked Estep 
Score: -4143495.500000 Penalty: 3413.005127
	Iteration 20F: 3 clusters Score -4143496 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 32935 members 
Entering Unmasked Estep 
Score: -4143559.000000 Penalty: 3413.005127
	Iteration 21Q: 3 clusters Score -4143559 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 33086 members 
Entering Unmasked Estep 
Score: -4143607.000000 Penalty: 3413.005127
	Iteration 22Q: 3 clusters Score -4143607 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 33214 members 
Entering Unmasked Estep 
Score: -4143637.000000 Penalty: 3413.005127
	Iteration 23Q: 3 clusters Score -4143637 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 33316 members 
Entering Unmasked Estep 
Score: -4143676.000000 Penalty: 3413.005127
	Iteration 24Q: 3 clusters Score -4143676 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 33405 members 
Entering Unmasked Estep 
Score: -4143689.000000 Penalty: 3413.005127
	Iteration 25Q: 3 clusters Score -4143689 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -4143721.000000 Penalty: 3413.005127
	Iteration 26Q: 3 clusters Score -4143721 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
Score: -4143742.750000 Penalty: 3413.005127
	Iteration 27Q: 3 clusters Score -4143743 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 33659 members 
Entering Unmasked Estep 
Score: -4143756.250000 Penalty: 3413.005127
	Iteration 28Q: 3 clusters Score -4143756 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 33724 members 
Entering Unmasked Estep 
Score: -4143774.750000 Penalty: 3413.005127
	Iteration 29Q: 3 clusters Score -4143775 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 33789 members 
Entering Unmasked Estep 
Score: -4143772.000000 Penalty: 3413.005127
	Iteration 30Q: 3 clusters Score -4143772 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 33853 members 
Entering Unmasked Estep 
Score: -4143790.000000 Penalty: 3413.005127
	Iteration 31Q: 3 clusters Score -4143790 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 33910 members 
Entering Unmasked Estep 
Score: -4143801.500000 Penalty: 3413.005127
	Iteration 32Q: 3 clusters Score -4143802 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 33965 members 
Entering Unmasked Estep 
Score: -4143822.750000 Penalty: 3413.005127
	Iteration 33Q: 3 clusters Score -4143823 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 34018 members 
Entering Unmasked Estep 
Score: -4143832.500000 Penalty: 3413.005127
	Iteration 34Q: 3 clusters Score -4143832 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -4143850.000000 Penalty: 3413.005127
	Iteration 35Q: 3 clusters Score -4143850 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
Score: -4143848.750000 Penalty: 3413.005127
	Iteration 36Q: 3 clusters Score -4143849 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 34157 members 
Entering Unmasked Estep 
Score: -4143865.250000 Penalty: 3413.005127
	Iteration 37Q: 3 clusters Score -4143865 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 34193 members 
Entering Unmasked Estep 
Score: -4143870.250000 Penalty: 3413.005127
	Iteration 38Q: 3 clusters Score -4143870 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 34216 members 
Entering Unmasked Estep 
Score: -4143878.750000 Penalty: 3413.005127
	Iteration 39Q: 3 clusters Score -4143879 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 34237 members 
Entering Unmasked Estep 
Score: -4143882.000000 Penalty: 3413.005127
	Iteration 40F: 3 clusters Score -4143882 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 34263 members 
Entering Unmasked Estep 
Score: -4143892.250000 Penalty: 3413.005127
	Iteration 41Q: 3 clusters Score -4143892 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 34291 members 
Entering Unmasked Estep 
Score: -4143899.000000 Penalty: 3413.005127
	Iteration 42Q: 3 clusters Score -4143899 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 34325 members 
Entering Unmasked Estep 
Score: -4143917.500000 Penalty: 3413.005127
	Iteration 43Q: 3 clusters Score -4143918 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 34345 members 
Entering Unmasked Estep 
Score: -4143914.250000 Penalty: 3413.005127
	Iteration 44Q: 3 clusters Score -4143914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -4143923.250000 Penalty: 3413.005127
	Iteration 45Q: 3 clusters Score -4143923 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 34376 members 
Entering Unmasked Estep 
Score: -4143918.250000 Penalty: 3413.005127
	Iteration 46Q: 3 clusters Score -4143918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 34389 members 
Entering Unmasked Estep 
Score: -4143918.500000 Penalty: 3413.005127
	Iteration 47Q: 3 clusters Score -4143918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 34403 members 
Entering Unmasked Estep 
Score: -4143927.000000 Penalty: 3413.005127
	Iteration 48Q: 3 clusters Score -4143927 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 34419 members 
Entering Unmasked Estep 
Score: -4143935.250000 Penalty: 3413.005127
	Iteration 49Q: 3 clusters Score -4143935 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 34431 members 
Entering Unmasked Estep 
Score: -4143932.750000 Penalty: 3413.005127
	Iteration 50Q: 3 clusters Score -4143933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -4143934.000000 Penalty: 3413.005127
	Iteration 51Q: 3 clusters Score -4143934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 34447 members 
Entering Unmasked Estep 
Score: -4143935.500000 Penalty: 3413.005127
	Iteration 52Q: 3 clusters Score -4143936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 34454 members 
Entering Unmasked Estep 
Score: -4143939.750000 Penalty: 3413.005127
	Iteration 53Q: 3 clusters Score -4143940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 34461 members 
Entering Unmasked Estep 
Score: -4143934.500000 Penalty: 3413.005127
	Iteration 54Q: 3 clusters Score -4143934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 34469 members 
Entering Unmasked Estep 
Score: -4143935.750000 Penalty: 3413.005127
	Iteration 55Q: 3 clusters Score -4143936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 34475 members 
Entering Unmasked Estep 
Score: -4143936.500000 Penalty: 3413.005127
	Iteration 56Q: 3 clusters Score -4143936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 34478 members 
Entering Unmasked Estep 
Score: -4143932.750000 Penalty: 3413.005127
	Iteration 57Q: 3 clusters Score -4143933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 34485 members 
Entering Unmasked Estep 
Score: -4143935.500000 Penalty: 3413.005127
	Iteration 58Q: 3 clusters Score -4143936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 34488 members 
Entering Unmasked Estep 
Score: -4143935.250000 Penalty: 3413.005127
	Iteration 59Q: 3 clusters Score -4143935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -4143933.250000 Penalty: 3413.005127
	Iteration 60F: 3 clusters Score -4143933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 34492 members 
Entering Unmasked Estep 
Score: -4143932.750000 Penalty: 3413.005127
	Iteration 61Q: 3 clusters Score -4143933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 34494 members 
Entering Unmasked Estep 
Score: -4143934.000000 Penalty: 3413.005127
	Iteration 62Q: 3 clusters Score -4143934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 34494 members 
Entering Unmasked Estep 
Score: -4143934.000000 Penalty: 3413.005127
	Iteration 63F: 3 clusters Score -4143934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (32009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32009 members 
Entering Unmasked Estep 
Score: -3834053.250000 Penalty: 1685.738037
	Iteration 0F: 2 clusters Score -3834053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -3812475.250000 Penalty: 3371.476074
	Iteration 0F: 3 clusters Score -3812475 nChanged 14812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -3820785.500000 Penalty: 3371.476074
	Iteration 1F: 3 clusters Score -3820786 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -3821315.250000 Penalty: 3371.476074
	Iteration 2Q: 3 clusters Score -3821315 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -3821988.250000 Penalty: 3371.476074
	Iteration 3Q: 3 clusters Score -3821988 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -3822842.500000 Penalty: 3371.476074
	Iteration 4F: 3 clusters Score -3822842 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -3823926.500000 Penalty: 3371.476074
	Iteration 5F: 3 clusters Score -3823926 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -3825372.750000 Penalty: 3371.476074
	Iteration 6F: 3 clusters Score -3825373 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -3826959.250000 Penalty: 3371.476074
	Iteration 7F: 3 clusters Score -3826959 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -3828484.250000 Penalty: 3371.476074
	Iteration 8F: 3 clusters Score -3828484 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -3829580.750000 Penalty: 3371.476074
	Iteration 9Q: 3 clusters Score -3829581 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -3830324.000000 Penalty: 3371.476074
	Iteration 10Q: 3 clusters Score -3830324 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27855 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -3830794.750000 Penalty: 3371.476074
	Iteration 11Q: 3 clusters Score -3830795 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -3831066.250000 Penalty: 3371.476074
	Iteration 12Q: 3 clusters Score -3831066 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -3831265.750000 Penalty: 3371.476074
	Iteration 13Q: 3 clusters Score -3831266 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28813 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -3831395.000000 Penalty: 3371.476074
	Iteration 14Q: 3 clusters Score -3831395 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -3831507.000000 Penalty: 3371.476074
	Iteration 15Q: 3 clusters Score -3831507 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -3831601.000000 Penalty: 3371.476074
	Iteration 16Q: 3 clusters Score -3831601 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29438 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -3831697.500000 Penalty: 3371.476074
	Iteration 17Q: 3 clusters Score -3831698 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -3831770.750000 Penalty: 3371.476074
	Iteration 18Q: 3 clusters Score -3831771 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -3831835.000000 Penalty: 3371.476074
	Iteration 19Q: 3 clusters Score -3831835 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29867 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -3831884.250000 Penalty: 3371.476074
	Iteration 20F: 3 clusters Score -3831884 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30002 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -3831936.500000 Penalty: 3371.476074
	Iteration 21Q: 3 clusters Score -3831936 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -3831993.000000 Penalty: 3371.476074
	Iteration 22Q: 3 clusters Score -3831993 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30251 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -3832032.000000 Penalty: 3371.476074
	Iteration 23Q: 3 clusters Score -3832032 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30366 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -3832076.500000 Penalty: 3371.476074
	Iteration 24Q: 3 clusters Score -3832076 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3832119.750000 Penalty: 3371.476074
	Iteration 25Q: 3 clusters Score -3832120 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -3832165.000000 Penalty: 3371.476074
	Iteration 26Q: 3 clusters Score -3832165 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30668 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3832212.500000 Penalty: 3371.476074
	Iteration 27Q: 3 clusters Score -3832212 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30756 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3832233.500000 Penalty: 3371.476074
	Iteration 28Q: 3 clusters Score -3832234 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3832267.500000 Penalty: 3371.476074
	Iteration 29Q: 3 clusters Score -3832268 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -3832289.500000 Penalty: 3371.476074
	Iteration 30Q: 3 clusters Score -3832290 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30932 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3832315.250000 Penalty: 3371.476074
	Iteration 31Q: 3 clusters Score -3832315 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30982 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3832317.000000 Penalty: 3371.476074
	Iteration 32Q: 3 clusters Score -3832317 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31022 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3832333.000000 Penalty: 3371.476074
	Iteration 33Q: 3 clusters Score -3832333 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3832345.250000 Penalty: 3371.476074
	Iteration 34Q: 3 clusters Score -3832345 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3832365.000000 Penalty: 3371.476074
	Iteration 35Q: 3 clusters Score -3832365 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31143 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3832382.750000 Penalty: 3371.476074
	Iteration 36Q: 3 clusters Score -3832383 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3832398.750000 Penalty: 3371.476074
	Iteration 37Q: 3 clusters Score -3832399 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -3832424.500000 Penalty: 3371.476074
	Iteration 38Q: 3 clusters Score -3832424 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31265 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3832438.500000 Penalty: 3371.476074
	Iteration 39Q: 3 clusters Score -3832438 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3832449.250000 Penalty: 3371.476074
	Iteration 40F: 3 clusters Score -3832449 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3832461.000000 Penalty: 3371.476074
	Iteration 41Q: 3 clusters Score -3832461 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3832468.750000 Penalty: 3371.476074
	Iteration 42Q: 3 clusters Score -3832469 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31370 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3832491.750000 Penalty: 3371.476074
	Iteration 43Q: 3 clusters Score -3832492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31388 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3832497.000000 Penalty: 3371.476074
	Iteration 44Q: 3 clusters Score -3832497 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3832505.500000 Penalty: 3371.476074
	Iteration 45Q: 3 clusters Score -3832506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31413 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3832512.500000 Penalty: 3371.476074
	Iteration 46Q: 3 clusters Score -3832512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3832520.500000 Penalty: 3371.476074
	Iteration 47Q: 3 clusters Score -3832520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3832523.500000 Penalty: 3371.476074
	Iteration 48Q: 3 clusters Score -3832524 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31455 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3832536.750000 Penalty: 3371.476074
	Iteration 49Q: 3 clusters Score -3832537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31468 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3832547.000000 Penalty: 3371.476074
	Iteration 50Q: 3 clusters Score -3832547 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31482 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3832555.500000 Penalty: 3371.476074
	Iteration 51Q: 3 clusters Score -3832556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31495 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3832562.750000 Penalty: 3371.476074
	Iteration 52Q: 3 clusters Score -3832563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31505 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -3832567.000000 Penalty: 3371.476074
	Iteration 53Q: 3 clusters Score -3832567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31514 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3832575.000000 Penalty: 3371.476074
	Iteration 54Q: 3 clusters Score -3832575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3832576.500000 Penalty: 3371.476074
	Iteration 55Q: 3 clusters Score -3832576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31526 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3832578.000000 Penalty: 3371.476074
	Iteration 56Q: 3 clusters Score -3832578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31530 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3832575.250000 Penalty: 3371.476074
	Iteration 57Q: 3 clusters Score -3832575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31534 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3832576.250000 Penalty: 3371.476074
	Iteration 58Q: 3 clusters Score -3832576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31535 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3832578.500000 Penalty: 3371.476074
	Iteration 59Q: 3 clusters Score -3832578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31535 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3832578.500000 Penalty: 3371.476074
	Iteration 60F: 3 clusters Score -3832578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Entering Unmasked Estep 
Score: -1771499.500000 Penalty: 1575.244995
	Iteration 0F: 2 clusters Score -1771500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1760325.875000 Penalty: 3150.489990
	Iteration 0F: 3 clusters Score -1760326 nChanged 7241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1764141.750000 Penalty: 3150.489990
	Iteration 1F: 3 clusters Score -1764142 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1764365.000000 Penalty: 3150.489990
	Iteration 2Q: 3 clusters Score -1764365 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1764557.875000 Penalty: 3150.489990
	Iteration 3Q: 3 clusters Score -1764558 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1764741.750000 Penalty: 3150.489990
	Iteration 4Q: 3 clusters Score -1764742 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1764909.500000 Penalty: 3150.489990
	Iteration 5Q: 3 clusters Score -1764910 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1765094.375000 Penalty: 3150.489990
	Iteration 6Q: 3 clusters Score -1765094 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1765297.875000 Penalty: 3150.489990
	Iteration 7Q: 3 clusters Score -1765298 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1765507.375000 Penalty: 3150.489990
	Iteration 8Q: 3 clusters Score -1765507 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1765734.375000 Penalty: 3150.489990
	Iteration 9Q: 3 clusters Score -1765734 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1765986.250000 Penalty: 3150.489990
	Iteration 10Q: 3 clusters Score -1765986 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1766350.375000 Penalty: 3150.489990
	Iteration 11Q: 3 clusters Score -1766350 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1766829.250000 Penalty: 3150.489990
	Iteration 12Q: 3 clusters Score -1766829 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1767425.000000 Penalty: 3150.489990
	Iteration 13Q: 3 clusters Score -1767425 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1768078.125000 Penalty: 3150.489990
	Iteration 14Q: 3 clusters Score -1768078 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -1768643.750000 Penalty: 3150.489990
	Iteration 15Q: 3 clusters Score -1768644 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -1768968.625000 Penalty: 3150.489990
	Iteration 16Q: 3 clusters Score -1768969 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -1769154.375000 Penalty: 3150.489990
	Iteration 17Q: 3 clusters Score -1769154 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -1769280.625000 Penalty: 3150.489990
	Iteration 18Q: 3 clusters Score -1769281 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -1769367.375000 Penalty: 3150.489990
	Iteration 19Q: 3 clusters Score -1769367 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -1769442.625000 Penalty: 3150.489990
	Iteration 20F: 3 clusters Score -1769443 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -1769512.750000 Penalty: 3150.489990
	Iteration 21Q: 3 clusters Score -1769513 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -1769577.125000 Penalty: 3150.489990
	Iteration 22Q: 3 clusters Score -1769577 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -1769642.000000 Penalty: 3150.489990
	Iteration 23Q: 3 clusters Score -1769642 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -1769703.125000 Penalty: 3150.489990
	Iteration 24Q: 3 clusters Score -1769703 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -1769761.125000 Penalty: 3150.489990
	Iteration 25Q: 3 clusters Score -1769761 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -1769805.125000 Penalty: 3150.489990
	Iteration 26Q: 3 clusters Score -1769805 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -1769841.625000 Penalty: 3150.489990
	Iteration 27Q: 3 clusters Score -1769842 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -1769869.375000 Penalty: 3150.489990
	Iteration 28Q: 3 clusters Score -1769869 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -1769903.125000 Penalty: 3150.489990
	Iteration 29Q: 3 clusters Score -1769903 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -1769928.125000 Penalty: 3150.489990
	Iteration 30Q: 3 clusters Score -1769928 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -1769949.125000 Penalty: 3150.489990
	Iteration 31Q: 3 clusters Score -1769949 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -1769967.375000 Penalty: 3150.489990
	Iteration 32Q: 3 clusters Score -1769967 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -1769983.750000 Penalty: 3150.489990
	Iteration 33Q: 3 clusters Score -1769984 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -1770000.875000 Penalty: 3150.489990
	Iteration 34Q: 3 clusters Score -1770001 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -1770010.375000 Penalty: 3150.489990
	Iteration 35Q: 3 clusters Score -1770010 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -1770021.750000 Penalty: 3150.489990
	Iteration 36Q: 3 clusters Score -1770022 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -1770029.750000 Penalty: 3150.489990
	Iteration 37Q: 3 clusters Score -1770030 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -1770033.375000 Penalty: 3150.489990
	Iteration 38Q: 3 clusters Score -1770033 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -1770037.500000 Penalty: 3150.489990
	Iteration 39Q: 3 clusters Score -1770038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -1770039.250000 Penalty: 3150.489990
	Iteration 40F: 3 clusters Score -1770039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -1770041.750000 Penalty: 3150.489990
	Iteration 41Q: 3 clusters Score -1770042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -1770048.000000 Penalty: 3150.489990
	Iteration 42Q: 3 clusters Score -1770048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -1770053.500000 Penalty: 3150.489990
	Iteration 43Q: 3 clusters Score -1770054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -1770056.625000 Penalty: 3150.489990
	Iteration 44Q: 3 clusters Score -1770057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -1770058.000000 Penalty: 3150.489990
	Iteration 45Q: 3 clusters Score -1770058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -1770064.875000 Penalty: 3150.489990
	Iteration 46Q: 3 clusters Score -1770065 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -1770070.000000 Penalty: 3150.489990
	Iteration 47Q: 3 clusters Score -1770070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -1770084.000000 Penalty: 3150.489990
	Iteration 48Q: 3 clusters Score -1770084 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -1770091.875000 Penalty: 3150.489990
	Iteration 49Q: 3 clusters Score -1770092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -1770095.125000 Penalty: 3150.489990
	Iteration 50Q: 3 clusters Score -1770095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -1770098.125000 Penalty: 3150.489990
	Iteration 51Q: 3 clusters Score -1770098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -1770101.000000 Penalty: 3150.489990
	Iteration 52Q: 3 clusters Score -1770101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -1770109.875000 Penalty: 3150.489990
	Iteration 53Q: 3 clusters Score -1770110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -1770115.625000 Penalty: 3150.489990
	Iteration 54Q: 3 clusters Score -1770116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -1770111.750000 Penalty: 3150.489990
	Iteration 55Q: 3 clusters Score -1770112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -1770114.875000 Penalty: 3150.489990
	Iteration 56Q: 3 clusters Score -1770115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -1770115.500000 Penalty: 3150.489990
	Iteration 57Q: 3 clusters Score -1770116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -1770117.875000 Penalty: 3150.489990
	Iteration 58Q: 3 clusters Score -1770118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -1770117.625000 Penalty: 3150.489990
	Iteration 59Q: 3 clusters Score -1770118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -1770117.875000 Penalty: 3150.489990
	Iteration 60F: 3 clusters Score -1770118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -1770120.250000 Penalty: 3150.489990
	Iteration 61Q: 3 clusters Score -1770120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -1770120.500000 Penalty: 3150.489990
	Iteration 62Q: 3 clusters Score -1770120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -1770121.250000 Penalty: 3150.489990
	Iteration 63Q: 3 clusters Score -1770121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -1770123.250000 Penalty: 3150.489990
	Iteration 64Q: 3 clusters Score -1770123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -1770123.000000 Penalty: 3150.489990
	Iteration 65Q: 3 clusters Score -1770123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -1770125.125000 Penalty: 3150.489990
	Iteration 66Q: 3 clusters Score -1770125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -1770121.500000 Penalty: 3150.489990
	Iteration 67Q: 3 clusters Score -1770122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -1770121.250000 Penalty: 3150.489990
	Iteration 68Q: 3 clusters Score -1770121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -1770121.250000 Penalty: 3150.489990
	Iteration 69F: 3 clusters Score -1770121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Entering Unmasked Estep 
Score: -699954.250000 Penalty: 1416.543457
	Iteration 0F: 2 clusters Score -699954.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -695196.937500 Penalty: 2833.086914
	Iteration 0F: 3 clusters Score -695196.9 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -696593.312500 Penalty: 2833.086914
	Iteration 1F: 3 clusters Score -696593.3 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -696830.875000 Penalty: 2833.086914
	Iteration 2F: 3 clusters Score -696830.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -696997.187500 Penalty: 2833.086914
	Iteration 3F: 3 clusters Score -696997.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -697140.750000 Penalty: 2833.086914
	Iteration 4Q: 3 clusters Score -697140.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -697253.062500 Penalty: 2833.086914
	Iteration 5Q: 3 clusters Score -697253.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -697358.375000 Penalty: 2833.086914
	Iteration 6Q: 3 clusters Score -697358.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -697459.062500 Penalty: 2833.086914
	Iteration 7Q: 3 clusters Score -697459.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -697568.312500 Penalty: 2833.086914
	Iteration 8Q: 3 clusters Score -697568.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -697683.937500 Penalty: 2833.086914
	Iteration 9Q: 3 clusters Score -697683.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -697782.000000 Penalty: 2833.086914
	Iteration 10Q: 3 clusters Score -697782 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -697866.937500 Penalty: 2833.086914
	Iteration 11Q: 3 clusters Score -697866.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -697949.875000 Penalty: 2833.086914
	Iteration 12Q: 3 clusters Score -697949.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -698044.750000 Penalty: 2833.086914
	Iteration 13Q: 3 clusters Score -698044.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -698149.687500 Penalty: 2833.086914
	Iteration 14Q: 3 clusters Score -698149.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -698260.625000 Penalty: 2833.086914
	Iteration 15Q: 3 clusters Score -698260.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -698340.750000 Penalty: 2833.086914
	Iteration 16Q: 3 clusters Score -698340.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -698420.187500 Penalty: 2833.086914
	Iteration 17Q: 3 clusters Score -698420.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -698485.562500 Penalty: 2833.086914
	Iteration 18Q: 3 clusters Score -698485.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -698539.500000 Penalty: 2833.086914
	Iteration 19Q: 3 clusters Score -698539.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -698580.625000 Penalty: 2833.086914
	Iteration 20F: 3 clusters Score -698580.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -698612.187500 Penalty: 2833.086914
	Iteration 21Q: 3 clusters Score -698612.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -698636.500000 Penalty: 2833.086914
	Iteration 22Q: 3 clusters Score -698636.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -698667.125000 Penalty: 2833.086914
	Iteration 23Q: 3 clusters Score -698667.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -698692.375000 Penalty: 2833.086914
	Iteration 24Q: 3 clusters Score -698692.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -698706.562500 Penalty: 2833.086914
	Iteration 25Q: 3 clusters Score -698706.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -698717.312500 Penalty: 2833.086914
	Iteration 26Q: 3 clusters Score -698717.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -698723.000000 Penalty: 2833.086914
	Iteration 27Q: 3 clusters Score -698723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -698731.125000 Penalty: 2833.086914
	Iteration 28Q: 3 clusters Score -698731.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -698737.625000 Penalty: 2833.086914
	Iteration 29Q: 3 clusters Score -698737.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -698745.187500 Penalty: 2833.086914
	Iteration 30Q: 3 clusters Score -698745.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -698748.500000 Penalty: 2833.086914
	Iteration 31Q: 3 clusters Score -698748.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -698748.500000 Penalty: 2833.086914
	Iteration 32F: 3 clusters Score -698748.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (64909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64909 members 
Entering Unmasked Estep 
Score: -7379289.500000 Penalty: 1800.620605
	Iteration 0F: 2 clusters Score -7379290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32469 members 
Mstep: Class 2 contains 32440 members 
Entering Unmasked Estep 
Score: -7335861.000000 Penalty: 3601.241211
	Iteration 0F: 3 clusters Score -7335861 nChanged 30664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32507 members 
Mstep: Class 2 contains 32402 members 
Entering Unmasked Estep 
Score: -7352945.000000 Penalty: 3601.241211
	Iteration 1F: 3 clusters Score -7352945 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32719 members 
Mstep: Class 2 contains 32190 members 
Entering Unmasked Estep 
Score: -7353432.500000 Penalty: 3601.241211
	Iteration 2Q: 3 clusters Score -7353432 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33035 members 
Mstep: Class 2 contains 31874 members 
Entering Unmasked Estep 
Score: -7353880.000000 Penalty: 3601.241211
	Iteration 3Q: 3 clusters Score -7353880 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 31449 members 
Entering Unmasked Estep 
Score: -7354525.500000 Penalty: 3601.241211
	Iteration 4Q: 3 clusters Score -7354526 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34080 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -7355432.500000 Penalty: 3601.241211
	Iteration 5Q: 3 clusters Score -7355432 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34884 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -7356691.000000 Penalty: 3601.241211
	Iteration 6Q: 3 clusters Score -7356691 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35963 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -7358367.500000 Penalty: 3601.241211
	Iteration 7Q: 3 clusters Score -7358368 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37185 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -7360817.500000 Penalty: 3601.241211
	Iteration 8F: 3 clusters Score -7360818 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38373 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -7363723.500000 Penalty: 3601.241211
	Iteration 9F: 3 clusters Score -7363724 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39465 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -7366274.500000 Penalty: 3601.241211
	Iteration 10F: 3 clusters Score -7366274 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40409 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -7367733.500000 Penalty: 3601.241211
	Iteration 11Q: 3 clusters Score -7367734 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41336 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -7368400.500000 Penalty: 3601.241211
	Iteration 12Q: 3 clusters Score -7368400 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -7368658.500000 Penalty: 3601.241211
	Iteration 13Q: 3 clusters Score -7368658 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43265 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -7368905.500000 Penalty: 3601.241211
	Iteration 14Q: 3 clusters Score -7368906 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44245 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -7369146.000000 Penalty: 3601.241211
	Iteration 15Q: 3 clusters Score -7369146 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45249 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -7369431.500000 Penalty: 3601.241211
	Iteration 16Q: 3 clusters Score -7369432 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46255 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -7369671.000000 Penalty: 3601.241211
	Iteration 17Q: 3 clusters Score -7369671 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47329 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -7370008.500000 Penalty: 3601.241211
	Iteration 18Q: 3 clusters Score -7370008 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48451 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -7370386.000000 Penalty: 3601.241211
	Iteration 19Q: 3 clusters Score -7370386 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49627 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -7370786.500000 Penalty: 3601.241211
	Iteration 20F: 3 clusters Score -7370786 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50854 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -7371246.500000 Penalty: 3601.241211
	Iteration 21Q: 3 clusters Score -7371246 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52047 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -7371719.500000 Penalty: 3601.241211
	Iteration 22Q: 3 clusters Score -7371720 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53214 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -7372210.000000 Penalty: 3601.241211
	Iteration 23Q: 3 clusters Score -7372210 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54380 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -7372723.000000 Penalty: 3601.241211
	Iteration 24Q: 3 clusters Score -7372723 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55444 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -7373200.500000 Penalty: 3601.241211
	Iteration 25Q: 3 clusters Score -7373200 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56468 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -7373701.000000 Penalty: 3601.241211
	Iteration 26Q: 3 clusters Score -7373701 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57398 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -7374115.500000 Penalty: 3601.241211
	Iteration 27Q: 3 clusters Score -7374116 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58280 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -7374542.500000 Penalty: 3601.241211
	Iteration 28Q: 3 clusters Score -7374542 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59058 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -7374946.000000 Penalty: 3601.241211
	Iteration 29Q: 3 clusters Score -7374946 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59740 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -7375244.500000 Penalty: 3601.241211
	Iteration 30Q: 3 clusters Score -7375244 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60341 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -7375490.500000 Penalty: 3601.241211
	Iteration 31Q: 3 clusters Score -7375490 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60883 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -7375769.000000 Penalty: 3601.241211
	Iteration 32Q: 3 clusters Score -7375769 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61371 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -7375984.500000 Penalty: 3601.241211
	Iteration 33Q: 3 clusters Score -7375984 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61813 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -7376180.000000 Penalty: 3601.241211
	Iteration 34Q: 3 clusters Score -7376180 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62247 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -7376399.500000 Penalty: 3601.241211
	Iteration 35Q: 3 clusters Score -7376400 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62651 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -7376589.500000 Penalty: 3601.241211
	Iteration 36Q: 3 clusters Score -7376590 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63038 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -7376762.000000 Penalty: 3601.241211
	Iteration 37Q: 3 clusters Score -7376762 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63389 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -7376994.000000 Penalty: 3601.241211
	Iteration 38Q: 3 clusters Score -7376994 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63687 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -7377154.500000 Penalty: 3601.241211
	Iteration 39Q: 3 clusters Score -7377154 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63932 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -7377287.000000 Penalty: 3601.241211
	Iteration 40F: 3 clusters Score -7377287 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64103 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -7377387.500000 Penalty: 3601.241211
	Iteration 41Q: 3 clusters Score -7377388 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64221 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -7377478.500000 Penalty: 3601.241211
	Iteration 42Q: 3 clusters Score -7377478 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64304 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -7377517.500000 Penalty: 3601.241211
	Iteration 43Q: 3 clusters Score -7377518 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64371 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -7377556.500000 Penalty: 3601.241211
	Iteration 44Q: 3 clusters Score -7377556 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64420 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -7377588.000000 Penalty: 3601.241211
	Iteration 45Q: 3 clusters Score -7377588 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64455 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -7377610.500000 Penalty: 3601.241211
	Iteration 46Q: 3 clusters Score -7377610 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64480 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -7377634.000000 Penalty: 3601.241211
	Iteration 47Q: 3 clusters Score -7377634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64496 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -7377644.000000 Penalty: 3601.241211
	Iteration 48Q: 3 clusters Score -7377644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64508 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -7377654.500000 Penalty: 3601.241211
	Iteration 49Q: 3 clusters Score -7377654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64515 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -7377658.000000 Penalty: 3601.241211
	Iteration 50Q: 3 clusters Score -7377658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64521 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -7377657.000000 Penalty: 3601.241211
	Iteration 51Q: 3 clusters Score -7377657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64524 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -7377658.500000 Penalty: 3601.241211
	Iteration 52Q: 3 clusters Score -7377658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64526 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -7377661.000000 Penalty: 3601.241211
	Iteration 53Q: 3 clusters Score -7377661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64530 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -7377672.500000 Penalty: 3601.241211
	Iteration 54Q: 3 clusters Score -7377672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64532 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -7377677.000000 Penalty: 3601.241211
	Iteration 55Q: 3 clusters Score -7377677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64535 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -7377680.500000 Penalty: 3601.241211
	Iteration 56Q: 3 clusters Score -7377680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64540 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -7377678.500000 Penalty: 3601.241211
	Iteration 57Q: 3 clusters Score -7377678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64543 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -7377680.500000 Penalty: 3601.241211
	Iteration 58Q: 3 clusters Score -7377680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64544 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -7377676.000000 Penalty: 3601.241211
	Iteration 59Q: 3 clusters Score -7377676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64551 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -7377681.500000 Penalty: 3601.241211
	Iteration 60F: 3 clusters Score -7377682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64557 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -7377690.500000 Penalty: 3601.241211
	Iteration 61Q: 3 clusters Score -7377690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64562 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -7377697.500000 Penalty: 3601.241211
	Iteration 62Q: 3 clusters Score -7377698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64565 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -7377697.000000 Penalty: 3601.241211
	Iteration 63Q: 3 clusters Score -7377697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64568 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -7377702.000000 Penalty: 3601.241211
	Iteration 64Q: 3 clusters Score -7377702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64569 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -7377704.500000 Penalty: 3601.241211
	Iteration 65Q: 3 clusters Score -7377704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64570 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -7377706.500000 Penalty: 3601.241211
	Iteration 66Q: 3 clusters Score -7377706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64570 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -7377706.500000 Penalty: 3601.241211
	Iteration 67F: 3 clusters Score -7377706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Entering Unmasked Estep 
Score: -443849.281250 Penalty: 1353.921875
	Iteration 0F: 2 clusters Score -443849.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -440382.125000 Penalty: 2707.843750
	Iteration 0F: 3 clusters Score -440382.1 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -441298.875000 Penalty: 2707.843750
	Iteration 1F: 3 clusters Score -441298.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -441460.187500 Penalty: 2707.843750
	Iteration 2F: 3 clusters Score -441460.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -441579.906250 Penalty: 2707.843750
	Iteration 3Q: 3 clusters Score -441579.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -441687.687500 Penalty: 2707.843750
	Iteration 4Q: 3 clusters Score -441687.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -441763.625000 Penalty: 2707.843750
	Iteration 5Q: 3 clusters Score -441763.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -441813.625000 Penalty: 2707.843750
	Iteration 6Q: 3 clusters Score -441813.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -441851.843750 Penalty: 2707.843750
	Iteration 7Q: 3 clusters Score -441851.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -441897.062500 Penalty: 2707.843750
	Iteration 8Q: 3 clusters Score -441897.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -441953.687500 Penalty: 2707.843750
	Iteration 9Q: 3 clusters Score -441953.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -442022.812500 Penalty: 2707.843750
	Iteration 10Q: 3 clusters Score -442022.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -442108.750000 Penalty: 2707.843750
	Iteration 11Q: 3 clusters Score -442108.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -442222.187500 Penalty: 2707.843750
	Iteration 12Q: 3 clusters Score -442222.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -442370.125000 Penalty: 2707.843750
	Iteration 13Q: 3 clusters Score -442370.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -442551.218750 Penalty: 2707.843750
	Iteration 14Q: 3 clusters Score -442551.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -442751.375000 Penalty: 2707.843750
	Iteration 15Q: 3 clusters Score -442751.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -442955.937500 Penalty: 2707.843750
	Iteration 16F: 3 clusters Score -442955.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -443131.062500 Penalty: 2707.843750
	Iteration 17Q: 3 clusters Score -443131.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -443216.156250 Penalty: 2707.843750
	Iteration 18Q: 3 clusters Score -443216.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -443260.593750 Penalty: 2707.843750
	Iteration 19Q: 3 clusters Score -443260.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -443291.000000 Penalty: 2707.843750
	Iteration 20F: 3 clusters Score -443291 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -443307.093750 Penalty: 2707.843750
	Iteration 21Q: 3 clusters Score -443307.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -443317.250000 Penalty: 2707.843750
	Iteration 22Q: 3 clusters Score -443317.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -443324.937500 Penalty: 2707.843750
	Iteration 23Q: 3 clusters Score -443324.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -443330.718750 Penalty: 2707.843750
	Iteration 24Q: 3 clusters Score -443330.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -443336.843750 Penalty: 2707.843750
	Iteration 25Q: 3 clusters Score -443336.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -443345.093750 Penalty: 2707.843750
	Iteration 26Q: 3 clusters Score -443345.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -443350.812500 Penalty: 2707.843750
	Iteration 27Q: 3 clusters Score -443350.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -443353.906250 Penalty: 2707.843750
	Iteration 28Q: 3 clusters Score -443353.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -443354.687500 Penalty: 2707.843750
	Iteration 29Q: 3 clusters Score -443354.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -443356.375000 Penalty: 2707.843750
	Iteration 30Q: 3 clusters Score -443356.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -443357.656250 Penalty: 2707.843750
	Iteration 31Q: 3 clusters Score -443357.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -443360.500000 Penalty: 2707.843750
	Iteration 32Q: 3 clusters Score -443360.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -443360.906250 Penalty: 2707.843750
	Iteration 33Q: 3 clusters Score -443360.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -443360.906250 Penalty: 2707.843750
	Iteration 34F: 3 clusters Score -443360.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -45933.941406 Penalty: 1021.776978
	Iteration 0F: 2 clusters Score -45933.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -44937.707031 Penalty: 2043.553955
	Iteration 0F: 3 clusters Score -44937.71 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -45254.976562 Penalty: 2043.553955
	Iteration 1F: 3 clusters Score -45254.98 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -45397.308594 Penalty: 2043.553955
	Iteration 2F: 3 clusters Score -45397.31 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -45532.996094 Penalty: 2043.553955
	Iteration 3F: 3 clusters Score -45533 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -45586.562500 Penalty: 2043.553955
	Iteration 4F: 3 clusters Score -45586.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -45635.699219 Penalty: 2043.553955
	Iteration 5Q: 3 clusters Score -45635.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -45660.160156 Penalty: 2043.553955
	Iteration 6Q: 3 clusters Score -45660.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -45691.164062 Penalty: 2043.553955
	Iteration 7Q: 3 clusters Score -45691.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -45709.542969 Penalty: 2043.553955
	Iteration 8Q: 3 clusters Score -45709.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -45711.648438 Penalty: 2043.553955
	Iteration 9Q: 3 clusters Score -45711.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -45711.648438 Penalty: 2043.553955
	Iteration 10F: 3 clusters Score -45711.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Entering Unmasked Estep 
Score: -187175.625000 Penalty: 1227.579346
	Iteration 0F: 2 clusters Score -187175.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -185177.546875 Penalty: 2455.158691
	Iteration 0F: 3 clusters Score -185177.5 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -185608.343750 Penalty: 2455.158691
	Iteration 1F: 3 clusters Score -185608.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -185726.140625 Penalty: 2455.158691
	Iteration 2F: 3 clusters Score -185726.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -185806.984375 Penalty: 2455.158691
	Iteration 3F: 3 clusters Score -185807 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -185856.421875 Penalty: 2455.158691
	Iteration 4Q: 3 clusters Score -185856.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -185897.171875 Penalty: 2455.158691
	Iteration 5Q: 3 clusters Score -185897.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -185934.359375 Penalty: 2455.158691
	Iteration 6Q: 3 clusters Score -185934.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -185960.515625 Penalty: 2455.158691
	Iteration 7Q: 3 clusters Score -185960.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -185979.937500 Penalty: 2455.158691
	Iteration 8Q: 3 clusters Score -185979.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -185995.640625 Penalty: 2455.158691
	Iteration 9Q: 3 clusters Score -185995.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -186007.234375 Penalty: 2455.158691
	Iteration 10Q: 3 clusters Score -186007.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -186013.890625 Penalty: 2455.158691
	Iteration 11Q: 3 clusters Score -186013.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -186019.046875 Penalty: 2455.158691
	Iteration 12Q: 3 clusters Score -186019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -186021.609375 Penalty: 2455.158691
	Iteration 13Q: 3 clusters Score -186021.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -186026.171875 Penalty: 2455.158691
	Iteration 14Q: 3 clusters Score -186026.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -186031.234375 Penalty: 2455.158691
	Iteration 15Q: 3 clusters Score -186031.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -186036.937500 Penalty: 2455.158691
	Iteration 16Q: 3 clusters Score -186036.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -186040.437500 Penalty: 2455.158691
	Iteration 17Q: 3 clusters Score -186040.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -186046.046875 Penalty: 2455.158691
	Iteration 18Q: 3 clusters Score -186046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -186050.203125 Penalty: 2455.158691
	Iteration 19Q: 3 clusters Score -186050.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -186052.781250 Penalty: 2455.158691
	Iteration 20F: 3 clusters Score -186052.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -186057.953125 Penalty: 2455.158691
	Iteration 21Q: 3 clusters Score -186058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -186064.140625 Penalty: 2455.158691
	Iteration 22Q: 3 clusters Score -186064.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -186065.671875 Penalty: 2455.158691
	Iteration 23Q: 3 clusters Score -186065.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -186068.781250 Penalty: 2455.158691
	Iteration 24Q: 3 clusters Score -186068.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -186073.046875 Penalty: 2455.158691
	Iteration 25Q: 3 clusters Score -186073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -186078.500000 Penalty: 2455.158691
	Iteration 26Q: 3 clusters Score -186078.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -186083.437500 Penalty: 2455.158691
	Iteration 27Q: 3 clusters Score -186083.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -186089.078125 Penalty: 2455.158691
	Iteration 28Q: 3 clusters Score -186089.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -186091.796875 Penalty: 2455.158691
	Iteration 29Q: 3 clusters Score -186091.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -186095.328125 Penalty: 2455.158691
	Iteration 30Q: 3 clusters Score -186095.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -186102.828125 Penalty: 2455.158691
	Iteration 31Q: 3 clusters Score -186102.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -186112.078125 Penalty: 2455.158691
	Iteration 32Q: 3 clusters Score -186112.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -186119.656250 Penalty: 2455.158691
	Iteration 33Q: 3 clusters Score -186119.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -186124.015625 Penalty: 2455.158691
	Iteration 34Q: 3 clusters Score -186124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -186126.359375 Penalty: 2455.158691
	Iteration 35Q: 3 clusters Score -186126.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -186130.953125 Penalty: 2455.158691
	Iteration 36Q: 3 clusters Score -186131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -186135.218750 Penalty: 2455.158691
	Iteration 37Q: 3 clusters Score -186135.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -186140.140625 Penalty: 2455.158691
	Iteration 38Q: 3 clusters Score -186140.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -186145.265625 Penalty: 2455.158691
	Iteration 39Q: 3 clusters Score -186145.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -186147.375000 Penalty: 2455.158691
	Iteration 40F: 3 clusters Score -186147.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -186152.796875 Penalty: 2455.158691
	Iteration 41Q: 3 clusters Score -186152.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -186163.656250 Penalty: 2455.158691
	Iteration 42Q: 3 clusters Score -186163.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -186172.656250 Penalty: 2455.158691
	Iteration 43Q: 3 clusters Score -186172.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -186185.750000 Penalty: 2455.158691
	Iteration 44Q: 3 clusters Score -186185.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -186193.062500 Penalty: 2455.158691
	Iteration 45Q: 3 clusters Score -186193.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -186200.843750 Penalty: 2455.158691
	Iteration 46Q: 3 clusters Score -186200.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -186207.718750 Penalty: 2455.158691
	Iteration 47Q: 3 clusters Score -186207.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -186210.984375 Penalty: 2455.158691
	Iteration 48Q: 3 clusters Score -186211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -186212.468750 Penalty: 2455.158691
	Iteration 49Q: 3 clusters Score -186212.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -186213.000000 Penalty: 2455.158691
	Iteration 50Q: 3 clusters Score -186213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -186213.890625 Penalty: 2455.158691
	Iteration 51Q: 3 clusters Score -186213.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -186214.062500 Penalty: 2455.158691
	Iteration 52Q: 3 clusters Score -186214.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -186214.593750 Penalty: 2455.158691
	Iteration 53Q: 3 clusters Score -186214.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -186214.593750 Penalty: 2455.158691
	Iteration 54F: 3 clusters Score -186214.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (29217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Entering Unmasked Estep 
Score: -3505757.750000 Penalty: 1670.907227
	Iteration 0F: 2 clusters Score -3505758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -3486016.000000 Penalty: 3341.814453
	Iteration 0F: 3 clusters Score -3486016 nChanged 13446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -3493405.750000 Penalty: 3341.814453
	Iteration 1F: 3 clusters Score -3493406 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -3493697.250000 Penalty: 3341.814453
	Iteration 2Q: 3 clusters Score -3493697 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -3493997.000000 Penalty: 3341.814453
	Iteration 3Q: 3 clusters Score -3493997 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -3494362.750000 Penalty: 3341.814453
	Iteration 4Q: 3 clusters Score -3494363 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -3494870.750000 Penalty: 3341.814453
	Iteration 5Q: 3 clusters Score -3494871 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -3495629.250000 Penalty: 3341.814453
	Iteration 6F: 3 clusters Score -3495629 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -3496823.500000 Penalty: 3341.814453
	Iteration 7F: 3 clusters Score -3496824 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -3498698.250000 Penalty: 3341.814453
	Iteration 8F: 3 clusters Score -3498698 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -3500656.500000 Penalty: 3341.814453
	Iteration 9F: 3 clusters Score -3500656 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -3502112.750000 Penalty: 3341.814453
	Iteration 10F: 3 clusters Score -3502113 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -3503099.500000 Penalty: 3341.814453
	Iteration 11Q: 3 clusters Score -3503100 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28251 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3503685.250000 Penalty: 3341.814453
	Iteration 12Q: 3 clusters Score -3503685 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3504004.500000 Penalty: 3341.814453
	Iteration 13Q: 3 clusters Score -3504004 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28730 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3504149.000000 Penalty: 3341.814453
	Iteration 14Q: 3 clusters Score -3504149 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3504225.500000 Penalty: 3341.814453
	Iteration 15Q: 3 clusters Score -3504226 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3504262.250000 Penalty: 3341.814453
	Iteration 16Q: 3 clusters Score -3504262 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3504299.000000 Penalty: 3341.814453
	Iteration 17Q: 3 clusters Score -3504299 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28894 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3504317.000000 Penalty: 3341.814453
	Iteration 18Q: 3 clusters Score -3504317 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3504316.500000 Penalty: 3341.814453
	Iteration 19Q: 3 clusters Score -3504316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28905 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3504341.500000 Penalty: 3341.814453
	Iteration 20F: 3 clusters Score -3504342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28912 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3504346.250000 Penalty: 3341.814453
	Iteration 21Q: 3 clusters Score -3504346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3504349.000000 Penalty: 3341.814453
	Iteration 22Q: 3 clusters Score -3504349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3504358.750000 Penalty: 3341.814453
	Iteration 23Q: 3 clusters Score -3504359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3504362.000000 Penalty: 3341.814453
	Iteration 24Q: 3 clusters Score -3504362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28929 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3504366.250000 Penalty: 3341.814453
	Iteration 25Q: 3 clusters Score -3504366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -3504372.250000 Penalty: 3341.814453
	Iteration 26Q: 3 clusters Score -3504372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -3504372.250000 Penalty: 3341.814453
	Iteration 27F: 3 clusters Score -3504372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -70985.335938 Penalty: 1062.447754
	Iteration 0F: 2 clusters Score -70985.34 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 362 members 
Entering Unmasked Estep 
Score: -69749.187500 Penalty: 2124.895508
	Iteration 0F: 3 clusters Score -69749.19 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -69962.601562 Penalty: 2124.895508
	Iteration 1F: 3 clusters Score -69962.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -70068.273438 Penalty: 2124.895508
	Iteration 2F: 3 clusters Score -70068.27 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -70130.140625 Penalty: 2124.895508
	Iteration 3F: 3 clusters Score -70130.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -70152.953125 Penalty: 2124.895508
	Iteration 4Q: 3 clusters Score -70152.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -70172.085938 Penalty: 2124.895508
	Iteration 5Q: 3 clusters Score -70172.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -70188.828125 Penalty: 2124.895508
	Iteration 6Q: 3 clusters Score -70188.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -70196.375000 Penalty: 2124.895508
	Iteration 7Q: 3 clusters Score -70196.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -70199.085938 Penalty: 2124.895508
	Iteration 8Q: 3 clusters Score -70199.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -70201.273438 Penalty: 2124.895508
	Iteration 9Q: 3 clusters Score -70201.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -70201.789062 Penalty: 2124.895508
	Iteration 10Q: 3 clusters Score -70201.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -70203.593750 Penalty: 2124.895508
	Iteration 11Q: 3 clusters Score -70203.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -70204.875000 Penalty: 2124.895508
	Iteration 12Q: 3 clusters Score -70204.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -70205.585938 Penalty: 2124.895508
	Iteration 13Q: 3 clusters Score -70205.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -70205.585938 Penalty: 2124.895508
	Iteration 14F: 3 clusters Score -70205.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -13953.337891 Penalty: 893.954468
	Iteration 0F: 2 clusters Score -13953.34 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 119 members 
Entering Unmasked Estep 
Score: -13274.505859 Penalty: 1787.908936
	Iteration 0F: 3 clusters Score -13274.51 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -13449.868164 Penalty: 1787.908936
	Iteration 1F: 3 clusters Score -13449.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13490.722656 Penalty: 1787.908936
	Iteration 2F: 3 clusters Score -13490.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -13496.470703 Penalty: 1787.908936
	Iteration 3Q: 3 clusters Score -13496.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13517.228516 Penalty: 1787.908936
	Iteration 4Q: 3 clusters Score -13517.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13533.313477 Penalty: 1787.908936
	Iteration 5Q: 3 clusters Score -13533.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13533.939453 Penalty: 1787.908936
	Iteration 6Q: 3 clusters Score -13533.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13533.939453 Penalty: 1787.908936
	Iteration 7F: 3 clusters Score -13533.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (147623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147623 members 
Entering Unmasked Estep 
Score: -17464752.000000 Penalty: 1934.142822
	Iteration 0F: 2 clusters Score -1.746475e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73632 members 
Mstep: Class 2 contains 73991 members 
Entering Unmasked Estep 
Score: -17385784.000000 Penalty: 3868.285645
	Iteration 0F: 3 clusters Score -1.738578e+07 nChanged 70971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70331 members 
Mstep: Class 2 contains 77292 members 
Entering Unmasked Estep 
Score: -17427794.000000 Penalty: 3868.285645
	Iteration 1F: 3 clusters Score -1.742779e+07 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67688 members 
Mstep: Class 2 contains 79935 members 
Entering Unmasked Estep 
Score: -17428652.000000 Penalty: 3868.285645
	Iteration 2Q: 3 clusters Score -1.742865e+07 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63559 members 
Mstep: Class 2 contains 84064 members 
Entering Unmasked Estep 
Score: -17430664.000000 Penalty: 3868.285645
	Iteration 3Q: 3 clusters Score -1.743066e+07 nChanged 6756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57239 members 
Mstep: Class 2 contains 90384 members 
Entering Unmasked Estep 
Score: -17434082.000000 Penalty: 3868.285645
	Iteration 4Q: 3 clusters Score -1.743408e+07 nChanged 9406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48505 members 
Mstep: Class 2 contains 99118 members 
Entering Unmasked Estep 
Score: -17438744.000000 Penalty: 3868.285645
	Iteration 5F: 3 clusters Score -1.743874e+07 nChanged 10881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38254 members 
Mstep: Class 2 contains 109369 members 
Entering Unmasked Estep 
Score: -17445872.000000 Penalty: 3868.285645
	Iteration 6F: 3 clusters Score -1.744587e+07 nChanged 10187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 119068 members 
Entering Unmasked Estep 
Score: -17453586.000000 Penalty: 3868.285645
	Iteration 7F: 3 clusters Score -1.745359e+07 nChanged 8520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 127110 members 
Entering Unmasked Estep 
Score: -17458820.000000 Penalty: 3868.285645
	Iteration 8F: 3 clusters Score -1.745882e+07 nChanged 6576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 133212 members 
Entering Unmasked Estep 
Score: -17461854.000000 Penalty: 3868.285645
	Iteration 9Q: 3 clusters Score -1.746185e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 137250 members 
Entering Unmasked Estep 
Score: -17463350.000000 Penalty: 3868.285645
	Iteration 10Q: 3 clusters Score -1.746335e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 139712 members 
Entering Unmasked Estep 
Score: -17463852.000000 Penalty: 3868.285645
	Iteration 11Q: 3 clusters Score -1.746385e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 141377 members 
Entering Unmasked Estep 
Score: -17464000.000000 Penalty: 3868.285645
	Iteration 12Q: 3 clusters Score -1.7464e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 142528 members 
Entering Unmasked Estep 
Score: -17464130.000000 Penalty: 3868.285645
	Iteration 13Q: 3 clusters Score -1.746413e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 143436 members 
Entering Unmasked Estep 
Score: -17464062.000000 Penalty: 3868.285645
	Iteration 14Q: 3 clusters Score -1.746406e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 144073 members 
Entering Unmasked Estep 
Score: -17464020.000000 Penalty: 3868.285645
	Iteration 15Q: 3 clusters Score -1.746402e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 144578 members 
Entering Unmasked Estep 
Score: -17464018.000000 Penalty: 3868.285645
	Iteration 16Q: 3 clusters Score -1.746402e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 144981 members 
Entering Unmasked Estep 
Score: -17463978.000000 Penalty: 3868.285645
	Iteration 17Q: 3 clusters Score -1.746398e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 145274 members 
Entering Unmasked Estep 
Score: -17463958.000000 Penalty: 3868.285645
	Iteration 18Q: 3 clusters Score -1.746396e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 145510 members 
Entering Unmasked Estep 
Score: -17463930.000000 Penalty: 3868.285645
	Iteration 19Q: 3 clusters Score -1.746393e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 145687 members 
Entering Unmasked Estep 
Score: -17463924.000000 Penalty: 3868.285645
	Iteration 20F: 3 clusters Score -1.746392e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 145825 members 
Entering Unmasked Estep 
Score: -17463884.000000 Penalty: 3868.285645
	Iteration 21Q: 3 clusters Score -1.746388e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 145948 members 
Entering Unmasked Estep 
Score: -17463820.000000 Penalty: 3868.285645
	Iteration 22Q: 3 clusters Score -1.746382e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 146052 members 
Entering Unmasked Estep 
Score: -17463778.000000 Penalty: 3868.285645
	Iteration 23Q: 3 clusters Score -1.746378e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 146141 members 
Entering Unmasked Estep 
Score: -17463764.000000 Penalty: 3868.285645
	Iteration 24Q: 3 clusters Score -1.746376e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 146212 members 
Entering Unmasked Estep 
Score: -17463746.000000 Penalty: 3868.285645
	Iteration 25Q: 3 clusters Score -1.746375e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 146258 members 
Entering Unmasked Estep 
Score: -17463760.000000 Penalty: 3868.285645
	Iteration 26Q: 3 clusters Score -1.746376e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 146295 members 
Entering Unmasked Estep 
Score: -17463766.000000 Penalty: 3868.285645
	Iteration 27Q: 3 clusters Score -1.746377e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 146328 members 
Entering Unmasked Estep 
Score: -17463740.000000 Penalty: 3868.285645
	Iteration 28Q: 3 clusters Score -1.746374e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 146352 members 
Entering Unmasked Estep 
Score: -17463744.000000 Penalty: 3868.285645
	Iteration 29Q: 3 clusters Score -1.746374e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 146372 members 
Entering Unmasked Estep 
Score: -17463740.000000 Penalty: 3868.285645
	Iteration 30Q: 3 clusters Score -1.746374e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 146389 members 
Entering Unmasked Estep 
Score: -17463738.000000 Penalty: 3868.285645
	Iteration 31Q: 3 clusters Score -1.746374e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 146406 members 
Entering Unmasked Estep 
Score: -17463748.000000 Penalty: 3868.285645
	Iteration 32Q: 3 clusters Score -1.746375e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 146415 members 
Entering Unmasked Estep 
Score: -17463744.000000 Penalty: 3868.285645
	Iteration 33Q: 3 clusters Score -1.746374e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 146420 members 
Entering Unmasked Estep 
Score: -17463744.000000 Penalty: 3868.285645
	Iteration 34Q: 3 clusters Score -1.746374e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 146425 members 
Entering Unmasked Estep 
Score: -17463748.000000 Penalty: 3868.285645
	Iteration 35Q: 3 clusters Score -1.746375e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 146430 members 
Entering Unmasked Estep 
Score: -17463748.000000 Penalty: 3868.285645
	Iteration 36Q: 3 clusters Score -1.746375e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 146434 members 
Entering Unmasked Estep 
Score: -17463752.000000 Penalty: 3868.285645
	Iteration 37Q: 3 clusters Score -1.746375e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 146439 members 
Entering Unmasked Estep 
Score: -17463756.000000 Penalty: 3868.285645
	Iteration 38Q: 3 clusters Score -1.746376e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 146447 members 
Entering Unmasked Estep 
Score: -17463752.000000 Penalty: 3868.285645
	Iteration 39Q: 3 clusters Score -1.746375e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 146457 members 
Entering Unmasked Estep 
Score: -17463750.000000 Penalty: 3868.285645
	Iteration 40F: 3 clusters Score -1.746375e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 146463 members 
Entering Unmasked Estep 
Score: -17463716.000000 Penalty: 3868.285645
	Iteration 41Q: 3 clusters Score -1.746372e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 146471 members 
Entering Unmasked Estep 
Score: -17463712.000000 Penalty: 3868.285645
	Iteration 42Q: 3 clusters Score -1.746371e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 146475 members 
Entering Unmasked Estep 
Score: -17463736.000000 Penalty: 3868.285645
	Iteration 43Q: 3 clusters Score -1.746374e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 146480 members 
Entering Unmasked Estep 
Score: -17463724.000000 Penalty: 3868.285645
	Iteration 44Q: 3 clusters Score -1.746372e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 146489 members 
Entering Unmasked Estep 
Score: -17463718.000000 Penalty: 3868.285645
	Iteration 45Q: 3 clusters Score -1.746372e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 146486 members 
Entering Unmasked Estep 
Score: -17463718.000000 Penalty: 3868.285645
	Iteration 46Q: 3 clusters Score -1.746372e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 146489 members 
Entering Unmasked Estep 
Score: -17463728.000000 Penalty: 3868.285645
	Iteration 47Q: 3 clusters Score -1.746373e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 146497 members 
Entering Unmasked Estep 
Score: -17463746.000000 Penalty: 3868.285645
	Iteration 48Q: 3 clusters Score -1.746375e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 146500 members 
Entering Unmasked Estep 
Score: -17463744.000000 Penalty: 3868.285645
	Iteration 49Q: 3 clusters Score -1.746374e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 146503 members 
Entering Unmasked Estep 
Score: -17463738.000000 Penalty: 3868.285645
	Iteration 50Q: 3 clusters Score -1.746374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 146506 members 
Entering Unmasked Estep 
Score: -17463732.000000 Penalty: 3868.285645
	Iteration 51Q: 3 clusters Score -1.746373e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 146507 members 
Entering Unmasked Estep 
Score: -17463742.000000 Penalty: 3868.285645
	Iteration 52Q: 3 clusters Score -1.746374e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 146509 members 
Entering Unmasked Estep 
Score: -17463730.000000 Penalty: 3868.285645
	Iteration 53Q: 3 clusters Score -1.746373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 146511 members 
Entering Unmasked Estep 
Score: -17463732.000000 Penalty: 3868.285645
	Iteration 54Q: 3 clusters Score -1.746373e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 146514 members 
Entering Unmasked Estep 
Score: -17463734.000000 Penalty: 3868.285645
	Iteration 55Q: 3 clusters Score -1.746373e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 146514 members 
Entering Unmasked Estep 
Score: -17463734.000000 Penalty: 3868.285645
	Iteration 56F: 3 clusters Score -1.746373e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (33206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33206 members 
Entering Unmasked Estep 
Score: -3981060.500000 Penalty: 1691.703979
	Iteration 0F: 2 clusters Score -3981060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -3958743.500000 Penalty: 3383.407959
	Iteration 0F: 3 clusters Score -3958744 nChanged 15486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -3967437.000000 Penalty: 3383.407959
	Iteration 1F: 3 clusters Score -3967437 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -3967959.250000 Penalty: 3383.407959
	Iteration 2Q: 3 clusters Score -3967959 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -3968592.750000 Penalty: 3383.407959
	Iteration 3Q: 3 clusters Score -3968593 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -3969539.250000 Penalty: 3383.407959
	Iteration 4F: 3 clusters Score -3969539 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -3970910.000000 Penalty: 3383.407959
	Iteration 5F: 3 clusters Score -3970910 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -3972839.000000 Penalty: 3383.407959
	Iteration 6F: 3 clusters Score -3972839 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 28665 members 
Entering Unmasked Estep 
Score: -3975070.750000 Penalty: 3383.407959
	Iteration 7F: 3 clusters Score -3975071 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 30402 members 
Entering Unmasked Estep 
Score: -3976892.750000 Penalty: 3383.407959
	Iteration 8F: 3 clusters Score -3976893 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
Score: -3978063.750000 Penalty: 3383.407959
	Iteration 9Q: 3 clusters Score -3978064 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 32024 members 
Entering Unmasked Estep 
Score: -3978674.750000 Penalty: 3383.407959
	Iteration 10Q: 3 clusters Score -3978675 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 32277 members 
Entering Unmasked Estep 
Score: -3978963.500000 Penalty: 3383.407959
	Iteration 11Q: 3 clusters Score -3978964 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 32463 members 
Entering Unmasked Estep 
Score: -3979193.500000 Penalty: 3383.407959
	Iteration 12Q: 3 clusters Score -3979194 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -3979321.750000 Penalty: 3383.407959
	Iteration 13Q: 3 clusters Score -3979322 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -3979418.750000 Penalty: 3383.407959
	Iteration 14Q: 3 clusters Score -3979419 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 32674 members 
Entering Unmasked Estep 
Score: -3979509.500000 Penalty: 3383.407959
	Iteration 15Q: 3 clusters Score -3979510 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 32706 members 
Entering Unmasked Estep 
Score: -3979577.750000 Penalty: 3383.407959
	Iteration 16Q: 3 clusters Score -3979578 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 32742 members 
Entering Unmasked Estep 
Score: -3979613.500000 Penalty: 3383.407959
	Iteration 17Q: 3 clusters Score -3979614 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 32763 members 
Entering Unmasked Estep 
Score: -3979636.250000 Penalty: 3383.407959
	Iteration 18Q: 3 clusters Score -3979636 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -3979660.750000 Penalty: 3383.407959
	Iteration 19Q: 3 clusters Score -3979661 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 32770 members 
Entering Unmasked Estep 
Score: -3979675.250000 Penalty: 3383.407959
	Iteration 20F: 3 clusters Score -3979675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 32771 members 
Entering Unmasked Estep 
Score: -3979684.000000 Penalty: 3383.407959
	Iteration 21Q: 3 clusters Score -3979684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 32775 members 
Entering Unmasked Estep 
Score: -3979684.500000 Penalty: 3383.407959
	Iteration 22Q: 3 clusters Score -3979684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 32776 members 
Entering Unmasked Estep 
Score: -3979683.750000 Penalty: 3383.407959
	Iteration 23Q: 3 clusters Score -3979684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 32770 members 
Entering Unmasked Estep 
Score: -3979687.000000 Penalty: 3383.407959
	Iteration 24Q: 3 clusters Score -3979687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 32768 members 
Entering Unmasked Estep 
Score: -3979697.250000 Penalty: 3383.407959
	Iteration 25Q: 3 clusters Score -3979697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -3979687.750000 Penalty: 3383.407959
	Iteration 26Q: 3 clusters Score -3979688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 32768 members 
Entering Unmasked Estep 
Score: -3979694.250000 Penalty: 3383.407959
	Iteration 27Q: 3 clusters Score -3979694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -3979700.500000 Penalty: 3383.407959
	Iteration 28Q: 3 clusters Score -3979700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -3979700.500000 Penalty: 3383.407959
	Iteration 29F: 3 clusters Score -3979700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -56319.832031 Penalty: 1026.539307
	Iteration 0F: 2 clusters Score -56319.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -55198.980469 Penalty: 2053.078613
	Iteration 0F: 3 clusters Score -55198.98 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -55389.988281 Penalty: 2053.078613
	Iteration 1F: 3 clusters Score -55389.99 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -55436.539062 Penalty: 2053.078613
	Iteration 2F: 3 clusters Score -55436.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -55445.273438 Penalty: 2053.078613
	Iteration 3Q: 3 clusters Score -55445.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -55455.312500 Penalty: 2053.078613
	Iteration 4Q: 3 clusters Score -55455.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -55459.281250 Penalty: 2053.078613
	Iteration 5Q: 3 clusters Score -55459.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -55462.328125 Penalty: 2053.078613
	Iteration 6Q: 3 clusters Score -55462.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -55463.906250 Penalty: 2053.078613
	Iteration 7Q: 3 clusters Score -55463.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -55463.906250 Penalty: 2053.078613
	Iteration 8F: 3 clusters Score -55463.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (37472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37472 members 
Entering Unmasked Estep 
Score: -4298182.500000 Penalty: 1711.344238
	Iteration 0F: 2 clusters Score -4298182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -4273055.000000 Penalty: 3422.688477
	Iteration 0F: 3 clusters Score -4273055 nChanged 17390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -4283134.000000 Penalty: 3422.688477
	Iteration 1F: 3 clusters Score -4283134 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -4283646.000000 Penalty: 3422.688477
	Iteration 2Q: 3 clusters Score -4283646 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -4284255.500000 Penalty: 3422.688477
	Iteration 3Q: 3 clusters Score -4284256 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -4285092.000000 Penalty: 3422.688477
	Iteration 4Q: 3 clusters Score -4285092 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 25691 members 
Entering Unmasked Estep 
Score: -4286470.500000 Penalty: 3422.688477
	Iteration 5F: 3 clusters Score -4286470 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -4288443.000000 Penalty: 3422.688477
	Iteration 6F: 3 clusters Score -4288443 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 31100 members 
Entering Unmasked Estep 
Score: -4290943.500000 Penalty: 3422.688477
	Iteration 7F: 3 clusters Score -4290944 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 33623 members 
Entering Unmasked Estep 
Score: -4293393.500000 Penalty: 3422.688477
	Iteration 8F: 3 clusters Score -4293394 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
Score: -4295017.500000 Penalty: 3422.688477
	Iteration 9Q: 3 clusters Score -4295018 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -4295888.000000 Penalty: 3422.688477
	Iteration 10Q: 3 clusters Score -4295888 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 36775 members 
Entering Unmasked Estep 
Score: -4296263.000000 Penalty: 3422.688477
	Iteration 11Q: 3 clusters Score -4296263 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 36974 members 
Entering Unmasked Estep 
Score: -4296451.000000 Penalty: 3422.688477
	Iteration 12Q: 3 clusters Score -4296451 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 37077 members 
Entering Unmasked Estep 
Score: -4296521.500000 Penalty: 3422.688477
	Iteration 13Q: 3 clusters Score -4296522 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 37133 members 
Entering Unmasked Estep 
Score: -4296585.500000 Penalty: 3422.688477
	Iteration 14Q: 3 clusters Score -4296586 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 37160 members 
Entering Unmasked Estep 
Score: -4296614.500000 Penalty: 3422.688477
	Iteration 15Q: 3 clusters Score -4296614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 37176 members 
Entering Unmasked Estep 
Score: -4296632.500000 Penalty: 3422.688477
	Iteration 16Q: 3 clusters Score -4296632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 37181 members 
Entering Unmasked Estep 
Score: -4296646.000000 Penalty: 3422.688477
	Iteration 17Q: 3 clusters Score -4296646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 37188 members 
Entering Unmasked Estep 
Score: -4296651.500000 Penalty: 3422.688477
	Iteration 18Q: 3 clusters Score -4296652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 37194 members 
Entering Unmasked Estep 
Score: -4296661.500000 Penalty: 3422.688477
	Iteration 19Q: 3 clusters Score -4296662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -4296667.500000 Penalty: 3422.688477
	Iteration 20F: 3 clusters Score -4296668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -4296676.500000 Penalty: 3422.688477
	Iteration 21Q: 3 clusters Score -4296676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 37207 members 
Entering Unmasked Estep 
Score: -4296691.500000 Penalty: 3422.688477
	Iteration 22Q: 3 clusters Score -4296692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 37212 members 
Entering Unmasked Estep 
Score: -4296703.000000 Penalty: 3422.688477
	Iteration 23Q: 3 clusters Score -4296703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 37213 members 
Entering Unmasked Estep 
Score: -4296705.000000 Penalty: 3422.688477
	Iteration 24Q: 3 clusters Score -4296705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 37214 members 
Entering Unmasked Estep 
Score: -4296706.000000 Penalty: 3422.688477
	Iteration 25Q: 3 clusters Score -4296706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 37213 members 
Entering Unmasked Estep 
Score: -4296711.000000 Penalty: 3422.688477
	Iteration 26Q: 3 clusters Score -4296711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 37213 members 
Entering Unmasked Estep 
Score: -4296711.000000 Penalty: 3422.688477
	Iteration 27Q: 3 clusters Score -4296711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 37214 members 
Entering Unmasked Estep 
Score: -4296710.000000 Penalty: 3422.688477
	Iteration 28Q: 3 clusters Score -4296710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -4296716.000000 Penalty: 3422.688477
	Iteration 29Q: 3 clusters Score -4296716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -4296716.000000 Penalty: 3422.688477
	Iteration 30F: 3 clusters Score -4296716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Entering Unmasked Estep 
Score: -1129512.125000 Penalty: 1491.596680
	Iteration 0F: 2 clusters Score -1129512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1122557.750000 Penalty: 2983.193359
	Iteration 0F: 3 clusters Score -1122558 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1124806.625000 Penalty: 2983.193359
	Iteration 1F: 3 clusters Score -1124807 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1124985.250000 Penalty: 2983.193359
	Iteration 2F: 3 clusters Score -1124985 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1125157.500000 Penalty: 2983.193359
	Iteration 3Q: 3 clusters Score -1125158 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1125314.875000 Penalty: 2983.193359
	Iteration 4Q: 3 clusters Score -1125315 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1125480.500000 Penalty: 2983.193359
	Iteration 5Q: 3 clusters Score -1125480 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1125695.125000 Penalty: 2983.193359
	Iteration 6Q: 3 clusters Score -1125695 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1125967.625000 Penalty: 2983.193359
	Iteration 7Q: 3 clusters Score -1125968 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1126290.500000 Penalty: 2983.193359
	Iteration 8F: 3 clusters Score -1126290 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1126672.250000 Penalty: 2983.193359
	Iteration 9F: 3 clusters Score -1126672 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1127092.000000 Penalty: 2983.193359
	Iteration 10F: 3 clusters Score -1127092 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1127463.375000 Penalty: 2983.193359
	Iteration 11Q: 3 clusters Score -1127463 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1127758.750000 Penalty: 2983.193359
	Iteration 12Q: 3 clusters Score -1127759 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1127971.250000 Penalty: 2983.193359
	Iteration 13Q: 3 clusters Score -1127971 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1128119.750000 Penalty: 2983.193359
	Iteration 14Q: 3 clusters Score -1128120 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1128211.000000 Penalty: 2983.193359
	Iteration 15Q: 3 clusters Score -1128211 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1128277.125000 Penalty: 2983.193359
	Iteration 16Q: 3 clusters Score -1128277 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1128313.375000 Penalty: 2983.193359
	Iteration 17Q: 3 clusters Score -1128313 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1128330.500000 Penalty: 2983.193359
	Iteration 18Q: 3 clusters Score -1128330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1128343.875000 Penalty: 2983.193359
	Iteration 19Q: 3 clusters Score -1128344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1128351.250000 Penalty: 2983.193359
	Iteration 20F: 3 clusters Score -1128351 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1128358.125000 Penalty: 2983.193359
	Iteration 21Q: 3 clusters Score -1128358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1128360.625000 Penalty: 2983.193359
	Iteration 22Q: 3 clusters Score -1128361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1128365.125000 Penalty: 2983.193359
	Iteration 23Q: 3 clusters Score -1128365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1128365.500000 Penalty: 2983.193359
	Iteration 24Q: 3 clusters Score -1128366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1128367.625000 Penalty: 2983.193359
	Iteration 25Q: 3 clusters Score -1128368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1128366.375000 Penalty: 2983.193359
	Iteration 26Q: 3 clusters Score -1128366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1128368.875000 Penalty: 2983.193359
	Iteration 27Q: 3 clusters Score -1128369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1128371.625000 Penalty: 2983.193359
	Iteration 28Q: 3 clusters Score -1128372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1128372.125000 Penalty: 2983.193359
	Iteration 29Q: 3 clusters Score -1128372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1128375.125000 Penalty: 2983.193359
	Iteration 30Q: 3 clusters Score -1128375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1128375.125000 Penalty: 2983.193359
	Iteration 31F: 3 clusters Score -1128375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (68782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68782 members 
Entering Unmasked Estep 
Score: -8048248.500000 Penalty: 1810.038330
	Iteration 0F: 2 clusters Score -8048248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34214 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -8002457.500000 Penalty: 3620.076660
	Iteration 0F: 3 clusters Score -8002458 nChanged 32638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32408 members 
Mstep: Class 2 contains 36374 members 
Entering Unmasked Estep 
Score: -8021061.500000 Penalty: 3620.076660
	Iteration 1F: 3 clusters Score -8021062 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 37457 members 
Entering Unmasked Estep 
Score: -8021708.500000 Penalty: 3620.076660
	Iteration 2Q: 3 clusters Score -8021708 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 39184 members 
Entering Unmasked Estep 
Score: -8022616.500000 Penalty: 3620.076660
	Iteration 3Q: 3 clusters Score -8022616 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 41704 members 
Entering Unmasked Estep 
Score: -8023968.000000 Penalty: 3620.076660
	Iteration 4Q: 3 clusters Score -8023968 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 45248 members 
Entering Unmasked Estep 
Score: -8026159.500000 Penalty: 3620.076660
	Iteration 5F: 3 clusters Score -8026160 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 49958 members 
Entering Unmasked Estep 
Score: -8029597.500000 Penalty: 3620.076660
	Iteration 6F: 3 clusters Score -8029598 nChanged 5505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 55433 members 
Entering Unmasked Estep 
Score: -8034323.000000 Penalty: 3620.076660
	Iteration 7F: 3 clusters Score -8034323 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 60572 members 
Entering Unmasked Estep 
Score: -8039123.000000 Penalty: 3620.076660
	Iteration 8F: 3 clusters Score -8039123 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 64531 members 
Entering Unmasked Estep 
Score: -8042968.500000 Penalty: 3620.076660
	Iteration 9F: 3 clusters Score -8042968 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 66887 members 
Entering Unmasked Estep 
Score: -8045157.000000 Penalty: 3620.076660
	Iteration 10Q: 3 clusters Score -8045157 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 68013 members 
Entering Unmasked Estep 
Score: -8046102.000000 Penalty: 3620.076660
	Iteration 11Q: 3 clusters Score -8046102 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 68400 members 
Entering Unmasked Estep 
Score: -8046429.500000 Penalty: 3620.076660
	Iteration 12Q: 3 clusters Score -8046430 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 68516 members 
Entering Unmasked Estep 
Score: -8046532.000000 Penalty: 3620.076660
	Iteration 13Q: 3 clusters Score -8046532 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 68563 members 
Entering Unmasked Estep 
Score: -8046576.500000 Penalty: 3620.076660
	Iteration 14Q: 3 clusters Score -8046576 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 68585 members 
Entering Unmasked Estep 
Score: -8046611.000000 Penalty: 3620.076660
	Iteration 15Q: 3 clusters Score -8046611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 68596 members 
Entering Unmasked Estep 
Score: -8046617.000000 Penalty: 3620.076660
	Iteration 16Q: 3 clusters Score -8046617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 68599 members 
Entering Unmasked Estep 
Score: -8046625.500000 Penalty: 3620.076660
	Iteration 17Q: 3 clusters Score -8046626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 68602 members 
Entering Unmasked Estep 
Score: -8046638.000000 Penalty: 3620.076660
	Iteration 18Q: 3 clusters Score -8046638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 68603 members 
Entering Unmasked Estep 
Score: -8046638.000000 Penalty: 3620.076660
	Iteration 19Q: 3 clusters Score -8046638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 68603 members 
Entering Unmasked Estep 
Score: -8046638.000000 Penalty: 3620.076660
	Iteration 20F: 3 clusters Score -8046638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (83634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83634 members 
Entering Unmasked Estep 
Score: -9965680.000000 Penalty: 1841.808472
	Iteration 0F: 2 clusters Score -9965680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42036 members 
Mstep: Class 2 contains 41598 members 
Entering Unmasked Estep 
Score: -9910018.000000 Penalty: 3683.616943
	Iteration 0F: 3 clusters Score -9910018 nChanged 39851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46181 members 
Mstep: Class 2 contains 37453 members 
Entering Unmasked Estep 
Score: -9933698.000000 Penalty: 3683.616943
	Iteration 1F: 3 clusters Score -9933698 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48840 members 
Mstep: Class 2 contains 34794 members 
Entering Unmasked Estep 
Score: -9935382.000000 Penalty: 3683.616943
	Iteration 2Q: 3 clusters Score -9935382 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52610 members 
Mstep: Class 2 contains 31024 members 
Entering Unmasked Estep 
Score: -9937674.000000 Penalty: 3683.616943
	Iteration 3F: 3 clusters Score -9937674 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57488 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -9941220.000000 Penalty: 3683.616943
	Iteration 4F: 3 clusters Score -9941220 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63274 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -9945899.000000 Penalty: 3683.616943
	Iteration 5F: 3 clusters Score -9945899 nChanged 6325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69459 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -9951203.000000 Penalty: 3683.616943
	Iteration 6F: 3 clusters Score -9951203 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74989 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -9956235.000000 Penalty: 3683.616943
	Iteration 7F: 3 clusters Score -9956235 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78988 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -9959911.000000 Penalty: 3683.616943
	Iteration 8Q: 3 clusters Score -9959911 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81433 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -9962189.000000 Penalty: 3683.616943
	Iteration 9Q: 3 clusters Score -9962189 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82585 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -9963228.000000 Penalty: 3683.616943
	Iteration 10Q: 3 clusters Score -9963228 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83058 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -9963661.000000 Penalty: 3683.616943
	Iteration 11Q: 3 clusters Score -9963661 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83245 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -9963858.000000 Penalty: 3683.616943
	Iteration 12Q: 3 clusters Score -9963858 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83315 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -9963958.000000 Penalty: 3683.616943
	Iteration 13Q: 3 clusters Score -9963958 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83354 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -9964020.000000 Penalty: 3683.616943
	Iteration 14Q: 3 clusters Score -9964020 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83373 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -9964048.000000 Penalty: 3683.616943
	Iteration 15Q: 3 clusters Score -9964048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83388 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -9964059.000000 Penalty: 3683.616943
	Iteration 16Q: 3 clusters Score -9964059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83397 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -9964077.000000 Penalty: 3683.616943
	Iteration 17Q: 3 clusters Score -9964077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83401 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -9964081.000000 Penalty: 3683.616943
	Iteration 18Q: 3 clusters Score -9964081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83400 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -9964086.000000 Penalty: 3683.616943
	Iteration 19Q: 3 clusters Score -9964086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83400 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -9964090.000000 Penalty: 3683.616943
	Iteration 20F: 3 clusters Score -9964090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83401 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -9964089.000000 Penalty: 3683.616943
	Iteration 21Q: 3 clusters Score -9964089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83401 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -9964090.000000 Penalty: 3683.616943
	Iteration 22Q: 3 clusters Score -9964090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83401 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -9964090.000000 Penalty: 3683.616943
	Iteration 23F: 3 clusters Score -9964090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (26644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Entering Unmasked Estep 
Score: -2936709.000000 Penalty: 1655.926880
	Iteration 0F: 2 clusters Score -2936709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -2918697.750000 Penalty: 3311.853760
	Iteration 0F: 3 clusters Score -2918698 nChanged 12197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -2925488.750000 Penalty: 3311.853760
	Iteration 1F: 3 clusters Score -2925489 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -2926024.250000 Penalty: 3311.853760
	Iteration 2F: 3 clusters Score -2926024 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -2926622.250000 Penalty: 3311.853760
	Iteration 3Q: 3 clusters Score -2926622 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -2927438.000000 Penalty: 3311.853760
	Iteration 4F: 3 clusters Score -2927438 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -2928560.750000 Penalty: 3311.853760
	Iteration 5F: 3 clusters Score -2928561 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -2929930.250000 Penalty: 3311.853760
	Iteration 6F: 3 clusters Score -2929930 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -2931354.750000 Penalty: 3311.853760
	Iteration 7F: 3 clusters Score -2931355 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -2932506.250000 Penalty: 3311.853760
	Iteration 8Q: 3 clusters Score -2932506 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -2933453.750000 Penalty: 3311.853760
	Iteration 9Q: 3 clusters Score -2933454 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 24453 members 
Entering Unmasked Estep 
Score: -2934107.500000 Penalty: 3311.853760
	Iteration 10Q: 3 clusters Score -2934108 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -2934555.250000 Penalty: 3311.853760
	Iteration 11Q: 3 clusters Score -2934555 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -2934842.500000 Penalty: 3311.853760
	Iteration 12Q: 3 clusters Score -2934842 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -2935052.250000 Penalty: 3311.853760
	Iteration 13Q: 3 clusters Score -2935052 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -2935214.250000 Penalty: 3311.853760
	Iteration 14Q: 3 clusters Score -2935214 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -2935304.000000 Penalty: 3311.853760
	Iteration 15Q: 3 clusters Score -2935304 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -2935380.250000 Penalty: 3311.853760
	Iteration 16Q: 3 clusters Score -2935380 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 25800 members 
Entering Unmasked Estep 
Score: -2935429.500000 Penalty: 3311.853760
	Iteration 17Q: 3 clusters Score -2935430 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -2935461.000000 Penalty: 3311.853760
	Iteration 18Q: 3 clusters Score -2935461 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -2935479.250000 Penalty: 3311.853760
	Iteration 19Q: 3 clusters Score -2935479 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -2935497.000000 Penalty: 3311.853760
	Iteration 20F: 3 clusters Score -2935497 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -2935500.750000 Penalty: 3311.853760
	Iteration 21Q: 3 clusters Score -2935501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -2935506.500000 Penalty: 3311.853760
	Iteration 22Q: 3 clusters Score -2935506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -2935507.250000 Penalty: 3311.853760
	Iteration 23Q: 3 clusters Score -2935507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -2935508.750000 Penalty: 3311.853760
	Iteration 24Q: 3 clusters Score -2935509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -2935511.000000 Penalty: 3311.853760
	Iteration 25Q: 3 clusters Score -2935511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -2935511.000000 Penalty: 3311.853760
	Iteration 26F: 3 clusters Score -2935511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Entering Unmasked Estep 
Score: -83341.609375 Penalty: 1105.389160
	Iteration 0F: 2 clusters Score -83341.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -82048.914062 Penalty: 2210.778320
	Iteration 0F: 3 clusters Score -82048.91 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -82425.828125 Penalty: 2210.778320
	Iteration 1F: 3 clusters Score -82425.83 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -82574.953125 Penalty: 2210.778320
	Iteration 2F: 3 clusters Score -82574.95 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -82683.687500 Penalty: 2210.778320
	Iteration 3F: 3 clusters Score -82683.69 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -82769.125000 Penalty: 2210.778320
	Iteration 4F: 3 clusters Score -82769.12 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -82828.500000 Penalty: 2210.778320
	Iteration 5Q: 3 clusters Score -82828.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -82873.085938 Penalty: 2210.778320
	Iteration 6Q: 3 clusters Score -82873.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -82900.281250 Penalty: 2210.778320
	Iteration 7Q: 3 clusters Score -82900.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -82925.882812 Penalty: 2210.778320
	Iteration 8Q: 3 clusters Score -82925.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -82945.820312 Penalty: 2210.778320
	Iteration 9Q: 3 clusters Score -82945.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -82965.437500 Penalty: 2210.778320
	Iteration 10Q: 3 clusters Score -82965.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -82969.171875 Penalty: 2210.778320
	Iteration 11Q: 3 clusters Score -82969.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -82975.742188 Penalty: 2210.778320
	Iteration 12Q: 3 clusters Score -82975.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -82979.171875 Penalty: 2210.778320
	Iteration 13Q: 3 clusters Score -82979.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -82980.671875 Penalty: 2210.778320
	Iteration 14Q: 3 clusters Score -82980.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -82981.710938 Penalty: 2210.778320
	Iteration 15Q: 3 clusters Score -82981.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -82982.671875 Penalty: 2210.778320
	Iteration 16Q: 3 clusters Score -82982.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -82982.671875 Penalty: 2210.778320
	Iteration 17F: 3 clusters Score -82982.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Entering Unmasked Estep 
Score: -82592.328125 Penalty: 1089.865112
	Iteration 0F: 2 clusters Score -82592.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -81315.570312 Penalty: 2179.730225
	Iteration 0F: 3 clusters Score -81315.57 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -81542.687500 Penalty: 2179.730225
	Iteration 1F: 3 clusters Score -81542.69 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -81621.890625 Penalty: 2179.730225
	Iteration 2F: 3 clusters Score -81621.89 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -81668.843750 Penalty: 2179.730225
	Iteration 3Q: 3 clusters Score -81668.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -81694.898438 Penalty: 2179.730225
	Iteration 4Q: 3 clusters Score -81694.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -81713.203125 Penalty: 2179.730225
	Iteration 5Q: 3 clusters Score -81713.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -81748.742188 Penalty: 2179.730225
	Iteration 6Q: 3 clusters Score -81748.74 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -81780.507812 Penalty: 2179.730225
	Iteration 7Q: 3 clusters Score -81780.51 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -81814.273438 Penalty: 2179.730225
	Iteration 8Q: 3 clusters Score -81814.27 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -81868.210938 Penalty: 2179.730225
	Iteration 9Q: 3 clusters Score -81868.21 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -81932.289062 Penalty: 2179.730225
	Iteration 10Q: 3 clusters Score -81932.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -82005.320312 Penalty: 2179.730225
	Iteration 11Q: 3 clusters Score -82005.32 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -82072.015625 Penalty: 2179.730225
	Iteration 12Q: 3 clusters Score -82072.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -82111.468750 Penalty: 2179.730225
	Iteration 13Q: 3 clusters Score -82111.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -82129.093750 Penalty: 2179.730225
	Iteration 14Q: 3 clusters Score -82129.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -82140.320312 Penalty: 2179.730225
	Iteration 15Q: 3 clusters Score -82140.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -82145.601562 Penalty: 2179.730225
	Iteration 16Q: 3 clusters Score -82145.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -82155.382812 Penalty: 2179.730225
	Iteration 17Q: 3 clusters Score -82155.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -82175.304688 Penalty: 2179.730225
	Iteration 18Q: 3 clusters Score -82175.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -82194.414062 Penalty: 2179.730225
	Iteration 19Q: 3 clusters Score -82194.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -82225.390625 Penalty: 2179.730225
	Iteration 20F: 3 clusters Score -82225.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -82254.906250 Penalty: 2179.730225
	Iteration 21Q: 3 clusters Score -82254.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -82277.476562 Penalty: 2179.730225
	Iteration 22Q: 3 clusters Score -82277.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -82298.804688 Penalty: 2179.730225
	Iteration 23Q: 3 clusters Score -82298.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -82304.875000 Penalty: 2179.730225
	Iteration 24Q: 3 clusters Score -82304.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -82315.812500 Penalty: 2179.730225
	Iteration 25Q: 3 clusters Score -82315.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -82328.523438 Penalty: 2179.730225
	Iteration 26Q: 3 clusters Score -82328.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -82337.656250 Penalty: 2179.730225
	Iteration 27Q: 3 clusters Score -82337.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -82340.882812 Penalty: 2179.730225
	Iteration 28Q: 3 clusters Score -82340.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -82340.882812 Penalty: 2179.730225
	Iteration 29F: 3 clusters Score -82340.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Entering Unmasked Estep 
Score: -279045.593750 Penalty: 1276.777710
	Iteration 0F: 2 clusters Score -279045.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -276587.718750 Penalty: 2553.555420
	Iteration 0F: 3 clusters Score -276587.7 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -277167.750000 Penalty: 2553.555420
	Iteration 1F: 3 clusters Score -277167.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -277296.281250 Penalty: 2553.555420
	Iteration 2F: 3 clusters Score -277296.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -277372.062500 Penalty: 2553.555420
	Iteration 3Q: 3 clusters Score -277372.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -277426.562500 Penalty: 2553.555420
	Iteration 4Q: 3 clusters Score -277426.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -277470.312500 Penalty: 2553.555420
	Iteration 5Q: 3 clusters Score -277470.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -277499.562500 Penalty: 2553.555420
	Iteration 6Q: 3 clusters Score -277499.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -277522.750000 Penalty: 2553.555420
	Iteration 7Q: 3 clusters Score -277522.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -277540.968750 Penalty: 2553.555420
	Iteration 8Q: 3 clusters Score -277541 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -277557.718750 Penalty: 2553.555420
	Iteration 9Q: 3 clusters Score -277557.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -277580.093750 Penalty: 2553.555420
	Iteration 10Q: 3 clusters Score -277580.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -277601.125000 Penalty: 2553.555420
	Iteration 11Q: 3 clusters Score -277601.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -277621.000000 Penalty: 2553.555420
	Iteration 12Q: 3 clusters Score -277621 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -277639.468750 Penalty: 2553.555420
	Iteration 13Q: 3 clusters Score -277639.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -277657.781250 Penalty: 2553.555420
	Iteration 14Q: 3 clusters Score -277657.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -277677.093750 Penalty: 2553.555420
	Iteration 15Q: 3 clusters Score -277677.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -277695.000000 Penalty: 2553.555420
	Iteration 16Q: 3 clusters Score -277695 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -277713.031250 Penalty: 2553.555420
	Iteration 17Q: 3 clusters Score -277713 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -277728.718750 Penalty: 2553.555420
	Iteration 18Q: 3 clusters Score -277728.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -277752.000000 Penalty: 2553.555420
	Iteration 19Q: 3 clusters Score -277752 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -277772.781250 Penalty: 2553.555420
	Iteration 20F: 3 clusters Score -277772.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -277792.093750 Penalty: 2553.555420
	Iteration 21Q: 3 clusters Score -277792.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -277808.687500 Penalty: 2553.555420
	Iteration 22Q: 3 clusters Score -277808.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -277829.781250 Penalty: 2553.555420
	Iteration 23Q: 3 clusters Score -277829.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -277845.125000 Penalty: 2553.555420
	Iteration 24Q: 3 clusters Score -277845.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -277857.562500 Penalty: 2553.555420
	Iteration 25Q: 3 clusters Score -277857.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -277867.968750 Penalty: 2553.555420
	Iteration 26Q: 3 clusters Score -277868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -277876.718750 Penalty: 2553.555420
	Iteration 27Q: 3 clusters Score -277876.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -277879.875000 Penalty: 2553.555420
	Iteration 28Q: 3 clusters Score -277879.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -277883.687500 Penalty: 2553.555420
	Iteration 29Q: 3 clusters Score -277883.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -277892.312500 Penalty: 2553.555420
	Iteration 30Q: 3 clusters Score -277892.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -277898.687500 Penalty: 2553.555420
	Iteration 31Q: 3 clusters Score -277898.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -277902.843750 Penalty: 2553.555420
	Iteration 32Q: 3 clusters Score -277902.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -277905.437500 Penalty: 2553.555420
	Iteration 33Q: 3 clusters Score -277905.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -277909.093750 Penalty: 2553.555420
	Iteration 34Q: 3 clusters Score -277909.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -277911.687500 Penalty: 2553.555420
	Iteration 35Q: 3 clusters Score -277911.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -277916.687500 Penalty: 2553.555420
	Iteration 36Q: 3 clusters Score -277916.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -277918.281250 Penalty: 2553.555420
	Iteration 37Q: 3 clusters Score -277918.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -277919.875000 Penalty: 2553.555420
	Iteration 38Q: 3 clusters Score -277919.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -277921.437500 Penalty: 2553.555420
	Iteration 39Q: 3 clusters Score -277921.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -277921.750000 Penalty: 2553.555420
	Iteration 40F: 3 clusters Score -277921.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -277923.843750 Penalty: 2553.555420
	Iteration 41Q: 3 clusters Score -277923.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -277924.968750 Penalty: 2553.555420
	Iteration 42Q: 3 clusters Score -277925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -277924.750000 Penalty: 2553.555420
	Iteration 43Q: 3 clusters Score -277924.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -277924.750000 Penalty: 2553.555420
	Iteration 44F: 3 clusters Score -277924.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (49539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49539 members 
Entering Unmasked Estep 
Score: -5924939.000000 Penalty: 1756.708740
	Iteration 0F: 2 clusters Score -5924939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -5892052.500000 Penalty: 3513.417480
	Iteration 0F: 3 clusters Score -5892052 nChanged 23341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -5905139.500000 Penalty: 3513.417480
	Iteration 1F: 3 clusters Score -5905140 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -5905684.500000 Penalty: 3513.417480
	Iteration 2Q: 3 clusters Score -5905684 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -5906349.000000 Penalty: 3513.417480
	Iteration 3Q: 3 clusters Score -5906349 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -5907239.000000 Penalty: 3513.417480
	Iteration 4Q: 3 clusters Score -5907239 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -5908715.500000 Penalty: 3513.417480
	Iteration 5Q: 3 clusters Score -5908716 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -5911264.000000 Penalty: 3513.417480
	Iteration 6F: 3 clusters Score -5911264 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -5914957.000000 Penalty: 3513.417480
	Iteration 7F: 3 clusters Score -5914957 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -5918228.000000 Penalty: 3513.417480
	Iteration 8F: 3 clusters Score -5918228 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -5919969.000000 Penalty: 3513.417480
	Iteration 9F: 3 clusters Score -5919969 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31444 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -5920990.500000 Penalty: 3513.417480
	Iteration 10Q: 3 clusters Score -5920990 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31869 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -5921636.000000 Penalty: 3513.417480
	Iteration 11Q: 3 clusters Score -5921636 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32259 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -5922092.000000 Penalty: 3513.417480
	Iteration 12Q: 3 clusters Score -5922092 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -5922406.500000 Penalty: 3513.417480
	Iteration 13Q: 3 clusters Score -5922406 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -5922598.500000 Penalty: 3513.417480
	Iteration 14Q: 3 clusters Score -5922598 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -5922698.500000 Penalty: 3513.417480
	Iteration 15Q: 3 clusters Score -5922698 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33319 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -5922728.500000 Penalty: 3513.417480
	Iteration 16Q: 3 clusters Score -5922728 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -5922744.500000 Penalty: 3513.417480
	Iteration 17Q: 3 clusters Score -5922744 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -5922796.000000 Penalty: 3513.417480
	Iteration 18Q: 3 clusters Score -5922796 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -5922846.500000 Penalty: 3513.417480
	Iteration 19Q: 3 clusters Score -5922846 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34290 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -5922878.000000 Penalty: 3513.417480
	Iteration 20F: 3 clusters Score -5922878 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -5922923.000000 Penalty: 3513.417480
	Iteration 21Q: 3 clusters Score -5922923 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34607 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -5922945.500000 Penalty: 3513.417480
	Iteration 22Q: 3 clusters Score -5922946 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -5922968.000000 Penalty: 3513.417480
	Iteration 23Q: 3 clusters Score -5922968 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34975 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -5922986.000000 Penalty: 3513.417480
	Iteration 24Q: 3 clusters Score -5922986 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -5922944.500000 Penalty: 3513.417480
	Iteration 25Q: 3 clusters Score -5922944 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35371 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -5922957.500000 Penalty: 3513.417480
	Iteration 26Q: 3 clusters Score -5922958 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -5922932.000000 Penalty: 3513.417480
	Iteration 27Q: 3 clusters Score -5922932 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35832 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -5922922.500000 Penalty: 3513.417480
	Iteration 28Q: 3 clusters Score -5922922 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -5922904.500000 Penalty: 3513.417480
	Iteration 29Q: 3 clusters Score -5922904 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36497 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -5922914.500000 Penalty: 3513.417480
	Iteration 30Q: 3 clusters Score -5922914 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36931 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -5922944.000000 Penalty: 3513.417480
	Iteration 31Q: 3 clusters Score -5922944 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37388 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -5922931.500000 Penalty: 3513.417480
	Iteration 32Q: 3 clusters Score -5922932 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37904 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -5922877.000000 Penalty: 3513.417480
	Iteration 33Q: 3 clusters Score -5922877 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38522 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -5922838.000000 Penalty: 3513.417480
	Iteration 34Q: 3 clusters Score -5922838 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -5922955.000000 Penalty: 3513.417480
	Iteration 35Q: 3 clusters Score -5922955 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39783 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -5922980.000000 Penalty: 3513.417480
	Iteration 36Q: 3 clusters Score -5922980 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40451 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -5923048.000000 Penalty: 3513.417480
	Iteration 37Q: 3 clusters Score -5923048 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41058 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -5923084.000000 Penalty: 3513.417480
	Iteration 38Q: 3 clusters Score -5923084 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41655 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -5923098.500000 Penalty: 3513.417480
	Iteration 39Q: 3 clusters Score -5923098 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42271 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -5923088.000000 Penalty: 3513.417480
	Iteration 40F: 3 clusters Score -5923088 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42890 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -5923089.500000 Penalty: 3513.417480
	Iteration 41Q: 3 clusters Score -5923090 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43430 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -5923240.000000 Penalty: 3513.417480
	Iteration 42Q: 3 clusters Score -5923240 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43828 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -5923340.000000 Penalty: 3513.417480
	Iteration 43Q: 3 clusters Score -5923340 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44191 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -5923385.500000 Penalty: 3513.417480
	Iteration 44Q: 3 clusters Score -5923386 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44383 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -5923363.500000 Penalty: 3513.417480
	Iteration 45Q: 3 clusters Score -5923364 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44523 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -5923408.000000 Penalty: 3513.417480
	Iteration 46Q: 3 clusters Score -5923408 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44663 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -5923391.500000 Penalty: 3513.417480
	Iteration 47Q: 3 clusters Score -5923392 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44792 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -5923412.000000 Penalty: 3513.417480
	Iteration 48Q: 3 clusters Score -5923412 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44891 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -5923412.000000 Penalty: 3513.417480
	Iteration 49Q: 3 clusters Score -5923412 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45000 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -5923432.500000 Penalty: 3513.417480
	Iteration 50Q: 3 clusters Score -5923432 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45026 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -5923426.500000 Penalty: 3513.417480
	Iteration 51Q: 3 clusters Score -5923426 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45046 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -5923417.000000 Penalty: 3513.417480
	Iteration 52Q: 3 clusters Score -5923417 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45066 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -5923423.000000 Penalty: 3513.417480
	Iteration 53Q: 3 clusters Score -5923423 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -5923410.000000 Penalty: 3513.417480
	Iteration 54Q: 3 clusters Score -5923410 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45148 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -5923431.000000 Penalty: 3513.417480
	Iteration 55Q: 3 clusters Score -5923431 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45211 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -5923431.000000 Penalty: 3513.417480
	Iteration 56Q: 3 clusters Score -5923431 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45252 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -5923432.000000 Penalty: 3513.417480
	Iteration 57Q: 3 clusters Score -5923432 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45276 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -5923445.500000 Penalty: 3513.417480
	Iteration 58Q: 3 clusters Score -5923446 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45307 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -5923452.000000 Penalty: 3513.417480
	Iteration 59Q: 3 clusters Score -5923452 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45330 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -5923442.500000 Penalty: 3513.417480
	Iteration 60F: 3 clusters Score -5923442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45337 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -5923437.500000 Penalty: 3513.417480
	Iteration 61Q: 3 clusters Score -5923438 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45377 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -5923458.000000 Penalty: 3513.417480
	Iteration 62Q: 3 clusters Score -5923458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45393 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -5923455.000000 Penalty: 3513.417480
	Iteration 63Q: 3 clusters Score -5923455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45403 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -5923445.000000 Penalty: 3513.417480
	Iteration 64Q: 3 clusters Score -5923445 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45439 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -5923452.000000 Penalty: 3513.417480
	Iteration 65Q: 3 clusters Score -5923452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45452 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -5923435.500000 Penalty: 3513.417480
	Iteration 66Q: 3 clusters Score -5923436 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45430 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -5923440.500000 Penalty: 3513.417480
	Iteration 67Q: 3 clusters Score -5923440 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45483 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -5923441.500000 Penalty: 3513.417480
	Iteration 68Q: 3 clusters Score -5923442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45487 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -5923456.500000 Penalty: 3513.417480
	Iteration 69Q: 3 clusters Score -5923456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45493 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -5923461.500000 Penalty: 3513.417480
	Iteration 70Q: 3 clusters Score -5923462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45501 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -5923456.500000 Penalty: 3513.417480
	Iteration 71Q: 3 clusters Score -5923456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45504 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -5923463.000000 Penalty: 3513.417480
	Iteration 72Q: 3 clusters Score -5923463 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45518 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -5923462.000000 Penalty: 3513.417480
	Iteration 73Q: 3 clusters Score -5923462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45522 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -5923464.000000 Penalty: 3513.417480
	Iteration 74Q: 3 clusters Score -5923464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45520 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -5923459.000000 Penalty: 3513.417480
	Iteration 75Q: 3 clusters Score -5923459 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45540 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -5923452.500000 Penalty: 3513.417480
	Iteration 76Q: 3 clusters Score -5923452 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45604 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -5923464.500000 Penalty: 3513.417480
	Iteration 77Q: 3 clusters Score -5923464 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45598 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -5923462.500000 Penalty: 3513.417480
	Iteration 78Q: 3 clusters Score -5923462 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45583 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -5923488.500000 Penalty: 3513.417480
	Iteration 79Q: 3 clusters Score -5923488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45589 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -5923468.500000 Penalty: 3513.417480
	Iteration 80F: 3 clusters Score -5923468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45578 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -5923480.000000 Penalty: 3513.417480
	Iteration 81Q: 3 clusters Score -5923480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45580 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -5923478.500000 Penalty: 3513.417480
	Iteration 82Q: 3 clusters Score -5923478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45580 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -5923478.500000 Penalty: 3513.417480
	Iteration 83F: 3 clusters Score -5923478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Entering Unmasked Estep 
Score: -31160.082031 Penalty: 970.744080
	Iteration 0F: 2 clusters Score -31160.08 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 195 members 
Entering Unmasked Estep 
Score: -30362.984375 Penalty: 1941.488159
	Iteration 0F: 3 clusters Score -30362.98 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -30633.699219 Penalty: 1941.488159
	Iteration 1F: 3 clusters Score -30633.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -30706.558594 Penalty: 1941.488159
	Iteration 2F: 3 clusters Score -30706.56 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -30796.841797 Penalty: 1941.488159
	Iteration 3F: 3 clusters Score -30796.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -30951.468750 Penalty: 1941.488159
	Iteration 4F: 3 clusters Score -30951.47 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -31080.542969 Penalty: 1941.488159
	Iteration 5F: 3 clusters Score -31080.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -31130.333984 Penalty: 1941.488159
	Iteration 6Q: 3 clusters Score -31130.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -31140.539062 Penalty: 1941.488159
	Iteration 7Q: 3 clusters Score -31140.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -31156.310547 Penalty: 1941.488159
	Iteration 8Q: 3 clusters Score -31156.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -31158.349609 Penalty: 1941.488159
	Iteration 9Q: 3 clusters Score -31158.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -31158.349609 Penalty: 1941.488159
	Iteration 10F: 3 clusters Score -31158.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -14677.356445 Penalty: 910.344360
	Iteration 0F: 2 clusters Score -14677.36 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 143 members 
Entering Unmasked Estep 
Score: -14102.499023 Penalty: 1820.688721
	Iteration 0F: 3 clusters Score -14102.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -14331.912109 Penalty: 1820.688721
	Iteration 1F: 3 clusters Score -14331.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -14401.795898 Penalty: 1820.688721
	Iteration 2F: 3 clusters Score -14401.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -14411.822266 Penalty: 1820.688721
	Iteration 3Q: 3 clusters Score -14411.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -14418.805664 Penalty: 1820.688721
	Iteration 4Q: 3 clusters Score -14418.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -14418.805664 Penalty: 1820.688721
	Iteration 5F: 3 clusters Score -14418.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (54444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54444 members 
Entering Unmasked Estep 
Score: -6475730.500000 Penalty: 1772.050781
	Iteration 0F: 2 clusters Score -6475730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -6439300.500000 Penalty: 3544.101562
	Iteration 0F: 3 clusters Score -6439300 nChanged 25639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -6453601.000000 Penalty: 3544.101562
	Iteration 1F: 3 clusters Score -6453601 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -6454022.500000 Penalty: 3544.101562
	Iteration 2Q: 3 clusters Score -6454022 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 29585 members 
Entering Unmasked Estep 
Score: -6454510.000000 Penalty: 3544.101562
	Iteration 3Q: 3 clusters Score -6454510 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 30896 members 
Entering Unmasked Estep 
Score: -6455104.000000 Penalty: 3544.101562
	Iteration 4Q: 3 clusters Score -6455104 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 32825 members 
Entering Unmasked Estep 
Score: -6455933.500000 Penalty: 3544.101562
	Iteration 5Q: 3 clusters Score -6455934 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 35622 members 
Entering Unmasked Estep 
Score: -6457478.000000 Penalty: 3544.101562
	Iteration 6F: 3 clusters Score -6457478 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
Score: -6460177.500000 Penalty: 3544.101562
	Iteration 7F: 3 clusters Score -6460178 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 44171 members 
Entering Unmasked Estep 
Score: -6464216.500000 Penalty: 3544.101562
	Iteration 8F: 3 clusters Score -6464216 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 48722 members 
Entering Unmasked Estep 
Score: -6468650.000000 Penalty: 3544.101562
	Iteration 9F: 3 clusters Score -6468650 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 52052 members 
Entering Unmasked Estep 
Score: -6471999.500000 Penalty: 3544.101562
	Iteration 10F: 3 clusters Score -6472000 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 53637 members 
Entering Unmasked Estep 
Score: -6473502.500000 Penalty: 3544.101562
	Iteration 11Q: 3 clusters Score -6473502 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 54126 members 
Entering Unmasked Estep 
Score: -6473953.000000 Penalty: 3544.101562
	Iteration 12Q: 3 clusters Score -6473953 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 54254 members 
Entering Unmasked Estep 
Score: -6474073.500000 Penalty: 3544.101562
	Iteration 13Q: 3 clusters Score -6474074 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 54277 members 
Entering Unmasked Estep 
Score: -6474110.000000 Penalty: 3544.101562
	Iteration 14Q: 3 clusters Score -6474110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 54286 members 
Entering Unmasked Estep 
Score: -6474128.000000 Penalty: 3544.101562
	Iteration 15Q: 3 clusters Score -6474128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 54291 members 
Entering Unmasked Estep 
Score: -6474144.500000 Penalty: 3544.101562
	Iteration 16Q: 3 clusters Score -6474144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 54298 members 
Entering Unmasked Estep 
Score: -6474165.500000 Penalty: 3544.101562
	Iteration 17Q: 3 clusters Score -6474166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 54302 members 
Entering Unmasked Estep 
Score: -6474181.000000 Penalty: 3544.101562
	Iteration 18Q: 3 clusters Score -6474181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 54305 members 
Entering Unmasked Estep 
Score: -6474175.000000 Penalty: 3544.101562
	Iteration 19Q: 3 clusters Score -6474175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 54307 members 
Entering Unmasked Estep 
Score: -6474191.500000 Penalty: 3544.101562
	Iteration 20F: 3 clusters Score -6474192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 54308 members 
Entering Unmasked Estep 
Score: -6474193.000000 Penalty: 3544.101562
	Iteration 21Q: 3 clusters Score -6474193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 54310 members 
Entering Unmasked Estep 
Score: -6474198.500000 Penalty: 3544.101562
	Iteration 22Q: 3 clusters Score -6474198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 54310 members 
Entering Unmasked Estep 
Score: -6474198.500000 Penalty: 3544.101562
	Iteration 23F: 3 clusters Score -6474198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Entering Unmasked Estep 
Score: -145313.234375 Penalty: 1169.218018
	Iteration 0F: 2 clusters Score -145313.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -143664.765625 Penalty: 2338.436035
	Iteration 0F: 3 clusters Score -143664.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -143990.000000 Penalty: 2338.436035
	Iteration 1F: 3 clusters Score -143990 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -144081.421875 Penalty: 2338.436035
	Iteration 2F: 3 clusters Score -144081.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -144124.296875 Penalty: 2338.436035
	Iteration 3Q: 3 clusters Score -144124.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -144149.671875 Penalty: 2338.436035
	Iteration 4Q: 3 clusters Score -144149.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -144171.750000 Penalty: 2338.436035
	Iteration 5Q: 3 clusters Score -144171.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -144188.156250 Penalty: 2338.436035
	Iteration 6Q: 3 clusters Score -144188.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -144205.515625 Penalty: 2338.436035
	Iteration 7Q: 3 clusters Score -144205.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -144217.187500 Penalty: 2338.436035
	Iteration 8Q: 3 clusters Score -144217.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -144230.062500 Penalty: 2338.436035
	Iteration 9Q: 3 clusters Score -144230.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -144242.281250 Penalty: 2338.436035
	Iteration 10Q: 3 clusters Score -144242.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -144251.343750 Penalty: 2338.436035
	Iteration 11Q: 3 clusters Score -144251.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -144257.312500 Penalty: 2338.436035
	Iteration 12Q: 3 clusters Score -144257.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -144263.671875 Penalty: 2338.436035
	Iteration 13Q: 3 clusters Score -144263.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -144268.609375 Penalty: 2338.436035
	Iteration 14Q: 3 clusters Score -144268.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -144271.406250 Penalty: 2338.436035
	Iteration 15Q: 3 clusters Score -144271.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -144274.921875 Penalty: 2338.436035
	Iteration 16Q: 3 clusters Score -144274.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -144277.187500 Penalty: 2338.436035
	Iteration 17Q: 3 clusters Score -144277.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -144277.187500 Penalty: 2338.436035
	Iteration 18F: 3 clusters Score -144277.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -33495.523438 Penalty: 995.970642
	Iteration 0F: 2 clusters Score -33495.52 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 250 members 
Entering Unmasked Estep 
Score: -32539.777344 Penalty: 1991.941284
	Iteration 0F: 3 clusters Score -32539.78 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -32829.304688 Penalty: 1991.941284
	Iteration 1F: 3 clusters Score -32829.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -32955.843750 Penalty: 1991.941284
	Iteration 2F: 3 clusters Score -32955.84 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -33049.683594 Penalty: 1991.941284
	Iteration 3F: 3 clusters Score -33049.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -33122.121094 Penalty: 1991.941284
	Iteration 4Q: 3 clusters Score -33122.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -33173.152344 Penalty: 1991.941284
	Iteration 5Q: 3 clusters Score -33173.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -33211.851562 Penalty: 1991.941284
	Iteration 6Q: 3 clusters Score -33211.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -33251.984375 Penalty: 1991.941284
	Iteration 7Q: 3 clusters Score -33251.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -33282.554688 Penalty: 1991.941284
	Iteration 8Q: 3 clusters Score -33282.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -33299.000000 Penalty: 1991.941284
	Iteration 9Q: 3 clusters Score -33299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -33304.589844 Penalty: 1991.941284
	Iteration 10Q: 3 clusters Score -33304.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -33305.632812 Penalty: 1991.941284
	Iteration 11Q: 3 clusters Score -33305.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -33305.632812 Penalty: 1991.941284
	Iteration 12F: 3 clusters Score -33305.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Entering Unmasked Estep 
Score: -30040.134766 Penalty: 963.125488
	Iteration 0F: 2 clusters Score -30040.13 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 184 members 
Entering Unmasked Estep 
Score: -29158.355469 Penalty: 1926.250977
	Iteration 0F: 3 clusters Score -29158.36 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -29452.468750 Penalty: 1926.250977
	Iteration 1F: 3 clusters Score -29452.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -29517.007812 Penalty: 1926.250977
	Iteration 2F: 3 clusters Score -29517.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -29565.216797 Penalty: 1926.250977
	Iteration 3Q: 3 clusters Score -29565.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -29598.955078 Penalty: 1926.250977
	Iteration 4Q: 3 clusters Score -29598.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -29637.917969 Penalty: 1926.250977
	Iteration 5Q: 3 clusters Score -29637.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -29645.400391 Penalty: 1926.250977
	Iteration 6Q: 3 clusters Score -29645.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -29646.707031 Penalty: 1926.250977
	Iteration 7Q: 3 clusters Score -29646.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -29652.941406 Penalty: 1926.250977
	Iteration 8F: 3 clusters Score -29652.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -29662.138672 Penalty: 1926.250977
	Iteration 9Q: 3 clusters Score -29662.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29663.166016 Penalty: 1926.250977
	Iteration 10Q: 3 clusters Score -29663.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29663.166016 Penalty: 1926.250977
	Iteration 11F: 3 clusters Score -29663.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (64490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64490 members 
Entering Unmasked Estep 
Score: -7608321.000000 Penalty: 1799.568115
	Iteration 0F: 2 clusters Score -7608321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32021 members 
Mstep: Class 2 contains 32469 members 
Entering Unmasked Estep 
Score: -7565639.500000 Penalty: 3599.136230
	Iteration 0F: 3 clusters Score -7565640 nChanged 30637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 34162 members 
Entering Unmasked Estep 
Score: -7583081.500000 Penalty: 3599.136230
	Iteration 1F: 3 clusters Score -7583082 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 35481 members 
Entering Unmasked Estep 
Score: -7583657.500000 Penalty: 3599.136230
	Iteration 2Q: 3 clusters Score -7583658 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 37515 members 
Entering Unmasked Estep 
Score: -7584558.000000 Penalty: 3599.136230
	Iteration 3Q: 3 clusters Score -7584558 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 40515 members 
Entering Unmasked Estep 
Score: -7586024.000000 Penalty: 3599.136230
	Iteration 4F: 3 clusters Score -7586024 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 44780 members 
Entering Unmasked Estep 
Score: -7588775.500000 Penalty: 3599.136230
	Iteration 5F: 3 clusters Score -7588776 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 50441 members 
Entering Unmasked Estep 
Score: -7593385.000000 Penalty: 3599.136230
	Iteration 6F: 3 clusters Score -7593385 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 56398 members 
Entering Unmasked Estep 
Score: -7598912.000000 Penalty: 3599.136230
	Iteration 7F: 3 clusters Score -7598912 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 60912 members 
Entering Unmasked Estep 
Score: -7603277.000000 Penalty: 3599.136230
	Iteration 8F: 3 clusters Score -7603277 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 63226 members 
Entering Unmasked Estep 
Score: -7605517.000000 Penalty: 3599.136230
	Iteration 9Q: 3 clusters Score -7605517 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 64027 members 
Entering Unmasked Estep 
Score: -7606290.000000 Penalty: 3599.136230
	Iteration 10Q: 3 clusters Score -7606290 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 64243 members 
Entering Unmasked Estep 
Score: -7606530.000000 Penalty: 3599.136230
	Iteration 11Q: 3 clusters Score -7606530 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 64293 members 
Entering Unmasked Estep 
Score: -7606602.500000 Penalty: 3599.136230
	Iteration 12Q: 3 clusters Score -7606602 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 64317 members 
Entering Unmasked Estep 
Score: -7606668.000000 Penalty: 3599.136230
	Iteration 13Q: 3 clusters Score -7606668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 64323 members 
Entering Unmasked Estep 
Score: -7606700.000000 Penalty: 3599.136230
	Iteration 14Q: 3 clusters Score -7606700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 64328 members 
Entering Unmasked Estep 
Score: -7606720.500000 Penalty: 3599.136230
	Iteration 15Q: 3 clusters Score -7606720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 64331 members 
Entering Unmasked Estep 
Score: -7606733.000000 Penalty: 3599.136230
	Iteration 16Q: 3 clusters Score -7606733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 64335 members 
Entering Unmasked Estep 
Score: -7606732.000000 Penalty: 3599.136230
	Iteration 17Q: 3 clusters Score -7606732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 64337 members 
Entering Unmasked Estep 
Score: -7606742.500000 Penalty: 3599.136230
	Iteration 18Q: 3 clusters Score -7606742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 64341 members 
Entering Unmasked Estep 
Score: -7606751.000000 Penalty: 3599.136230
	Iteration 19Q: 3 clusters Score -7606751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 64344 members 
Entering Unmasked Estep 
Score: -7606751.000000 Penalty: 3599.136230
	Iteration 20F: 3 clusters Score -7606751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 64345 members 
Entering Unmasked Estep 
Score: -7606753.000000 Penalty: 3599.136230
	Iteration 21Q: 3 clusters Score -7606753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 64347 members 
Entering Unmasked Estep 
Score: -7606757.000000 Penalty: 3599.136230
	Iteration 22Q: 3 clusters Score -7606757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 64347 members 
Entering Unmasked Estep 
Score: -7606757.000000 Penalty: 3599.136230
	Iteration 23F: 3 clusters Score -7606757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (12758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Entering Unmasked Estep 
Score: -1446301.000000 Penalty: 1536.260986
	Iteration 0F: 2 clusters Score -1446301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1437300.875000 Penalty: 3072.521973
	Iteration 0F: 3 clusters Score -1437301 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1440199.000000 Penalty: 3072.521973
	Iteration 1F: 3 clusters Score -1440199 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1440468.500000 Penalty: 3072.521973
	Iteration 2F: 3 clusters Score -1440468 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1440680.000000 Penalty: 3072.521973
	Iteration 3Q: 3 clusters Score -1440680 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1440858.875000 Penalty: 3072.521973
	Iteration 4Q: 3 clusters Score -1440859 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1441011.375000 Penalty: 3072.521973
	Iteration 5Q: 3 clusters Score -1441011 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1441166.750000 Penalty: 3072.521973
	Iteration 6Q: 3 clusters Score -1441167 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1441346.250000 Penalty: 3072.521973
	Iteration 7Q: 3 clusters Score -1441346 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1441551.500000 Penalty: 3072.521973
	Iteration 8Q: 3 clusters Score -1441552 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1441799.750000 Penalty: 3072.521973
	Iteration 9Q: 3 clusters Score -1441800 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1442103.625000 Penalty: 3072.521973
	Iteration 10Q: 3 clusters Score -1442104 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1442439.500000 Penalty: 3072.521973
	Iteration 11Q: 3 clusters Score -1442440 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1442748.625000 Penalty: 3072.521973
	Iteration 12Q: 3 clusters Score -1442749 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1443034.250000 Penalty: 3072.521973
	Iteration 13Q: 3 clusters Score -1443034 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1443341.875000 Penalty: 3072.521973
	Iteration 14Q: 3 clusters Score -1443342 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1443640.500000 Penalty: 3072.521973
	Iteration 15Q: 3 clusters Score -1443640 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1443944.250000 Penalty: 3072.521973
	Iteration 16Q: 3 clusters Score -1443944 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1444184.750000 Penalty: 3072.521973
	Iteration 17Q: 3 clusters Score -1444185 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1444340.875000 Penalty: 3072.521973
	Iteration 18Q: 3 clusters Score -1444341 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1444456.125000 Penalty: 3072.521973
	Iteration 19Q: 3 clusters Score -1444456 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1444533.125000 Penalty: 3072.521973
	Iteration 20F: 3 clusters Score -1444533 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1444586.500000 Penalty: 3072.521973
	Iteration 21Q: 3 clusters Score -1444586 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1444633.250000 Penalty: 3072.521973
	Iteration 22Q: 3 clusters Score -1444633 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1444671.625000 Penalty: 3072.521973
	Iteration 23Q: 3 clusters Score -1444672 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1444709.250000 Penalty: 3072.521973
	Iteration 24Q: 3 clusters Score -1444709 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1444733.000000 Penalty: 3072.521973
	Iteration 25Q: 3 clusters Score -1444733 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1444750.375000 Penalty: 3072.521973
	Iteration 26Q: 3 clusters Score -1444750 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1444765.375000 Penalty: 3072.521973
	Iteration 27Q: 3 clusters Score -1444765 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1444771.750000 Penalty: 3072.521973
	Iteration 28Q: 3 clusters Score -1444772 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1444777.375000 Penalty: 3072.521973
	Iteration 29Q: 3 clusters Score -1444777 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1444788.125000 Penalty: 3072.521973
	Iteration 30Q: 3 clusters Score -1444788 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1444790.625000 Penalty: 3072.521973
	Iteration 31Q: 3 clusters Score -1444791 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1444799.875000 Penalty: 3072.521973
	Iteration 32Q: 3 clusters Score -1444800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1444803.625000 Penalty: 3072.521973
	Iteration 33Q: 3 clusters Score -1444804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1444809.875000 Penalty: 3072.521973
	Iteration 34Q: 3 clusters Score -1444810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1444811.875000 Penalty: 3072.521973
	Iteration 35Q: 3 clusters Score -1444812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1444813.500000 Penalty: 3072.521973
	Iteration 36Q: 3 clusters Score -1444814 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1444816.125000 Penalty: 3072.521973
	Iteration 37Q: 3 clusters Score -1444816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1444819.375000 Penalty: 3072.521973
	Iteration 38Q: 3 clusters Score -1444819 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1444825.500000 Penalty: 3072.521973
	Iteration 39Q: 3 clusters Score -1444826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1444827.500000 Penalty: 3072.521973
	Iteration 40F: 3 clusters Score -1444828 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1444832.625000 Penalty: 3072.521973
	Iteration 41Q: 3 clusters Score -1444833 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1444836.125000 Penalty: 3072.521973
	Iteration 42Q: 3 clusters Score -1444836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1444842.000000 Penalty: 3072.521973
	Iteration 43Q: 3 clusters Score -1444842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1444843.500000 Penalty: 3072.521973
	Iteration 44Q: 3 clusters Score -1444844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1444847.750000 Penalty: 3072.521973
	Iteration 45Q: 3 clusters Score -1444848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1444850.375000 Penalty: 3072.521973
	Iteration 46Q: 3 clusters Score -1444850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1444850.000000 Penalty: 3072.521973
	Iteration 47Q: 3 clusters Score -1444850 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1444855.250000 Penalty: 3072.521973
	Iteration 48Q: 3 clusters Score -1444855 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1444860.875000 Penalty: 3072.521973
	Iteration 49Q: 3 clusters Score -1444861 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1444861.750000 Penalty: 3072.521973
	Iteration 50Q: 3 clusters Score -1444862 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1444867.000000 Penalty: 3072.521973
	Iteration 51Q: 3 clusters Score -1444867 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1444872.625000 Penalty: 3072.521973
	Iteration 52Q: 3 clusters Score -1444873 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1444874.500000 Penalty: 3072.521973
	Iteration 53Q: 3 clusters Score -1444874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1444874.875000 Penalty: 3072.521973
	Iteration 54Q: 3 clusters Score -1444875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1444876.625000 Penalty: 3072.521973
	Iteration 55Q: 3 clusters Score -1444877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1444878.125000 Penalty: 3072.521973
	Iteration 56Q: 3 clusters Score -1444878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1444877.250000 Penalty: 3072.521973
	Iteration 57Q: 3 clusters Score -1444877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1444878.000000 Penalty: 3072.521973
	Iteration 58Q: 3 clusters Score -1444878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1444879.500000 Penalty: 3072.521973
	Iteration 59Q: 3 clusters Score -1444880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1444877.625000 Penalty: 3072.521973
	Iteration 60F: 3 clusters Score -1444878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1444878.750000 Penalty: 3072.521973
	Iteration 61Q: 3 clusters Score -1444879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1444881.375000 Penalty: 3072.521973
	Iteration 62Q: 3 clusters Score -1444881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1444880.375000 Penalty: 3072.521973
	Iteration 63Q: 3 clusters Score -1444880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1444880.375000 Penalty: 3072.521973
	Iteration 64Q: 3 clusters Score -1444880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1444882.750000 Penalty: 3072.521973
	Iteration 65Q: 3 clusters Score -1444883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1444884.750000 Penalty: 3072.521973
	Iteration 66Q: 3 clusters Score -1444885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1444884.750000 Penalty: 3072.521973
	Iteration 67Q: 3 clusters Score -1444885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1444885.500000 Penalty: 3072.521973
	Iteration 68Q: 3 clusters Score -1444886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1444888.250000 Penalty: 3072.521973
	Iteration 69Q: 3 clusters Score -1444888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1444884.000000 Penalty: 3072.521973
	Iteration 70Q: 3 clusters Score -1444884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1444884.625000 Penalty: 3072.521973
	Iteration 71Q: 3 clusters Score -1444885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1444885.500000 Penalty: 3072.521973
	Iteration 72Q: 3 clusters Score -1444886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1444884.625000 Penalty: 3072.521973
	Iteration 73Q: 3 clusters Score -1444885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1444884.625000 Penalty: 3072.521973
	Iteration 74F: 3 clusters Score -1444885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -63212.417969 Penalty: 1041.920532
	Iteration 0F: 2 clusters Score -63212.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -62043.710938 Penalty: 2083.841064
	Iteration 0F: 3 clusters Score -62043.71 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -62241.339844 Penalty: 2083.841064
	Iteration 1F: 3 clusters Score -62241.34 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -62287.312500 Penalty: 2083.841064
	Iteration 2F: 3 clusters Score -62287.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -62312.281250 Penalty: 2083.841064
	Iteration 3Q: 3 clusters Score -62312.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -62333.117188 Penalty: 2083.841064
	Iteration 4Q: 3 clusters Score -62333.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -62350.125000 Penalty: 2083.841064
	Iteration 5Q: 3 clusters Score -62350.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -62356.250000 Penalty: 2083.841064
	Iteration 6Q: 3 clusters Score -62356.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -62366.238281 Penalty: 2083.841064
	Iteration 7Q: 3 clusters Score -62366.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -62375.312500 Penalty: 2083.841064
	Iteration 8Q: 3 clusters Score -62375.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -62389.144531 Penalty: 2083.841064
	Iteration 9Q: 3 clusters Score -62389.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -62403.296875 Penalty: 2083.841064
	Iteration 10Q: 3 clusters Score -62403.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -62419.089844 Penalty: 2083.841064
	Iteration 11Q: 3 clusters Score -62419.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -62439.660156 Penalty: 2083.841064
	Iteration 12Q: 3 clusters Score -62439.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -62452.531250 Penalty: 2083.841064
	Iteration 13Q: 3 clusters Score -62452.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -62464.359375 Penalty: 2083.841064
	Iteration 14Q: 3 clusters Score -62464.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -62477.492188 Penalty: 2083.841064
	Iteration 15Q: 3 clusters Score -62477.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -62485.484375 Penalty: 2083.841064
	Iteration 16Q: 3 clusters Score -62485.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -62492.304688 Penalty: 2083.841064
	Iteration 17Q: 3 clusters Score -62492.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -62506.398438 Penalty: 2083.841064
	Iteration 18Q: 3 clusters Score -62506.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -62519.964844 Penalty: 2083.841064
	Iteration 19Q: 3 clusters Score -62519.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -62545.542969 Penalty: 2083.841064
	Iteration 20F: 3 clusters Score -62545.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -62564.410156 Penalty: 2083.841064
	Iteration 21Q: 3 clusters Score -62564.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -62581.734375 Penalty: 2083.841064
	Iteration 22Q: 3 clusters Score -62581.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -62587.707031 Penalty: 2083.841064
	Iteration 23Q: 3 clusters Score -62587.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -62595.390625 Penalty: 2083.841064
	Iteration 24Q: 3 clusters Score -62595.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -62606.718750 Penalty: 2083.841064
	Iteration 25Q: 3 clusters Score -62606.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -62621.527344 Penalty: 2083.841064
	Iteration 26Q: 3 clusters Score -62621.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -62625.472656 Penalty: 2083.841064
	Iteration 27Q: 3 clusters Score -62625.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -62629.031250 Penalty: 2083.841064
	Iteration 28Q: 3 clusters Score -62629.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -62639.011719 Penalty: 2083.841064
	Iteration 29Q: 3 clusters Score -62639.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -62644.890625 Penalty: 2083.841064
	Iteration 30Q: 3 clusters Score -62644.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -62650.003906 Penalty: 2083.841064
	Iteration 31Q: 3 clusters Score -62650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -62652.312500 Penalty: 2083.841064
	Iteration 32Q: 3 clusters Score -62652.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -62652.312500 Penalty: 2083.841064
	Iteration 33F: 3 clusters Score -62652.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (10566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Entering Unmasked Estep 
Score: -1116364.375000 Penalty: 1505.626831
	Iteration 0F: 2 clusters Score -1116364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1108800.625000 Penalty: 3011.253662
	Iteration 0F: 3 clusters Score -1108801 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1111404.375000 Penalty: 3011.253662
	Iteration 1F: 3 clusters Score -1111404 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1111778.125000 Penalty: 3011.253662
	Iteration 2F: 3 clusters Score -1111778 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1112132.500000 Penalty: 3011.253662
	Iteration 3F: 3 clusters Score -1112132 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1112444.125000 Penalty: 3011.253662
	Iteration 4F: 3 clusters Score -1112444 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1112740.250000 Penalty: 3011.253662
	Iteration 5Q: 3 clusters Score -1112740 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1113081.250000 Penalty: 3011.253662
	Iteration 6Q: 3 clusters Score -1113081 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1113417.000000 Penalty: 3011.253662
	Iteration 7Q: 3 clusters Score -1113417 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1113722.750000 Penalty: 3011.253662
	Iteration 8Q: 3 clusters Score -1113723 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1113972.875000 Penalty: 3011.253662
	Iteration 9Q: 3 clusters Score -1113973 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1114139.250000 Penalty: 3011.253662
	Iteration 10Q: 3 clusters Score -1114139 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1114255.125000 Penalty: 3011.253662
	Iteration 11Q: 3 clusters Score -1114255 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1114328.125000 Penalty: 3011.253662
	Iteration 12Q: 3 clusters Score -1114328 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1114381.375000 Penalty: 3011.253662
	Iteration 13Q: 3 clusters Score -1114381 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1114422.000000 Penalty: 3011.253662
	Iteration 14Q: 3 clusters Score -1114422 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1114455.250000 Penalty: 3011.253662
	Iteration 15Q: 3 clusters Score -1114455 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1114484.000000 Penalty: 3011.253662
	Iteration 16Q: 3 clusters Score -1114484 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1114505.750000 Penalty: 3011.253662
	Iteration 17Q: 3 clusters Score -1114506 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1114531.750000 Penalty: 3011.253662
	Iteration 18Q: 3 clusters Score -1114532 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1114561.250000 Penalty: 3011.253662
	Iteration 19Q: 3 clusters Score -1114561 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1114596.875000 Penalty: 3011.253662
	Iteration 20F: 3 clusters Score -1114597 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1114639.250000 Penalty: 3011.253662
	Iteration 21Q: 3 clusters Score -1114639 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1114685.250000 Penalty: 3011.253662
	Iteration 22Q: 3 clusters Score -1114685 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1114734.000000 Penalty: 3011.253662
	Iteration 23Q: 3 clusters Score -1114734 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1114784.250000 Penalty: 3011.253662
	Iteration 24Q: 3 clusters Score -1114784 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1114834.125000 Penalty: 3011.253662
	Iteration 25Q: 3 clusters Score -1114834 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1114883.125000 Penalty: 3011.253662
	Iteration 26Q: 3 clusters Score -1114883 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1114933.875000 Penalty: 3011.253662
	Iteration 27Q: 3 clusters Score -1114934 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1114977.125000 Penalty: 3011.253662
	Iteration 28Q: 3 clusters Score -1114977 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1115016.250000 Penalty: 3011.253662
	Iteration 29Q: 3 clusters Score -1115016 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1115051.375000 Penalty: 3011.253662
	Iteration 30Q: 3 clusters Score -1115051 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1115090.125000 Penalty: 3011.253662
	Iteration 31Q: 3 clusters Score -1115090 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1115129.375000 Penalty: 3011.253662
	Iteration 32Q: 3 clusters Score -1115129 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1115168.875000 Penalty: 3011.253662
	Iteration 33Q: 3 clusters Score -1115169 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1115196.875000 Penalty: 3011.253662
	Iteration 34Q: 3 clusters Score -1115197 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1115215.250000 Penalty: 3011.253662
	Iteration 35Q: 3 clusters Score -1115215 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1115228.625000 Penalty: 3011.253662
	Iteration 36Q: 3 clusters Score -1115229 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1115238.625000 Penalty: 3011.253662
	Iteration 37Q: 3 clusters Score -1115239 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1115245.750000 Penalty: 3011.253662
	Iteration 38Q: 3 clusters Score -1115246 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1115255.500000 Penalty: 3011.253662
	Iteration 39Q: 3 clusters Score -1115256 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1115260.500000 Penalty: 3011.253662
	Iteration 40F: 3 clusters Score -1115260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1115264.625000 Penalty: 3011.253662
	Iteration 41Q: 3 clusters Score -1115265 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1115266.125000 Penalty: 3011.253662
	Iteration 42Q: 3 clusters Score -1115266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1115266.750000 Penalty: 3011.253662
	Iteration 43Q: 3 clusters Score -1115267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1115269.125000 Penalty: 3011.253662
	Iteration 44Q: 3 clusters Score -1115269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1115269.500000 Penalty: 3011.253662
	Iteration 45Q: 3 clusters Score -1115270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1115271.500000 Penalty: 3011.253662
	Iteration 46Q: 3 clusters Score -1115272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1115272.250000 Penalty: 3011.253662
	Iteration 47Q: 3 clusters Score -1115272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1115273.250000 Penalty: 3011.253662
	Iteration 48Q: 3 clusters Score -1115273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1115272.750000 Penalty: 3011.253662
	Iteration 49Q: 3 clusters Score -1115273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1115274.250000 Penalty: 3011.253662
	Iteration 50Q: 3 clusters Score -1115274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1115274.125000 Penalty: 3011.253662
	Iteration 51Q: 3 clusters Score -1115274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1115274.250000 Penalty: 3011.253662
	Iteration 52Q: 3 clusters Score -1115274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1115275.375000 Penalty: 3011.253662
	Iteration 53Q: 3 clusters Score -1115275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1115277.625000 Penalty: 3011.253662
	Iteration 54Q: 3 clusters Score -1115278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1115275.625000 Penalty: 3011.253662
	Iteration 55Q: 3 clusters Score -1115276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1115278.625000 Penalty: 3011.253662
	Iteration 56Q: 3 clusters Score -1115279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1115279.750000 Penalty: 3011.253662
	Iteration 57Q: 3 clusters Score -1115280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1115280.500000 Penalty: 3011.253662
	Iteration 58Q: 3 clusters Score -1115280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1115281.875000 Penalty: 3011.253662
	Iteration 59Q: 3 clusters Score -1115282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1115278.250000 Penalty: 3011.253662
	Iteration 60F: 3 clusters Score -1115278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1115277.875000 Penalty: 3011.253662
	Iteration 61Q: 3 clusters Score -1115278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1115279.750000 Penalty: 3011.253662
	Iteration 62Q: 3 clusters Score -1115280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1115280.125000 Penalty: 3011.253662
	Iteration 63Q: 3 clusters Score -1115280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1115282.000000 Penalty: 3011.253662
	Iteration 64Q: 3 clusters Score -1115282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1115282.625000 Penalty: 3011.253662
	Iteration 65Q: 3 clusters Score -1115283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1115281.375000 Penalty: 3011.253662
	Iteration 66Q: 3 clusters Score -1115281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1115282.625000 Penalty: 3011.253662
	Iteration 67Q: 3 clusters Score -1115283 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1115286.125000 Penalty: 3011.253662
	Iteration 68Q: 3 clusters Score -1115286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1115288.250000 Penalty: 3011.253662
	Iteration 69Q: 3 clusters Score -1115288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1115288.250000 Penalty: 3011.253662
	Iteration 70Q: 3 clusters Score -1115288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1115292.125000 Penalty: 3011.253662
	Iteration 71Q: 3 clusters Score -1115292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1115292.875000 Penalty: 3011.253662
	Iteration 72Q: 3 clusters Score -1115293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1115291.000000 Penalty: 3011.253662
	Iteration 73Q: 3 clusters Score -1115291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1115290.125000 Penalty: 3011.253662
	Iteration 74Q: 3 clusters Score -1115290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1115294.875000 Penalty: 3011.253662
	Iteration 75Q: 3 clusters Score -1115295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1115293.375000 Penalty: 3011.253662
	Iteration 76Q: 3 clusters Score -1115293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1115292.375000 Penalty: 3011.253662
	Iteration 77Q: 3 clusters Score -1115292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1115294.000000 Penalty: 3011.253662
	Iteration 78Q: 3 clusters Score -1115294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1115294.000000 Penalty: 3011.253662
	Iteration 79F: 3 clusters Score -1115294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (102384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102384 members 
Entering Unmasked Estep 
Score: -12163122.000000 Penalty: 1874.678955
	Iteration 0F: 2 clusters Score -1.216312e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50977 members 
Mstep: Class 2 contains 51407 members 
Entering Unmasked Estep 
Score: -12096736.000000 Penalty: 3749.357910
	Iteration 0F: 3 clusters Score -1.209674e+07 nChanged 49258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48135 members 
Mstep: Class 2 contains 54249 members 
Entering Unmasked Estep 
Score: -12124944.000000 Penalty: 3749.357910
	Iteration 1F: 3 clusters Score -1.212494e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46462 members 
Mstep: Class 2 contains 55922 members 
Entering Unmasked Estep 
Score: -12125630.000000 Penalty: 3749.357910
	Iteration 2Q: 3 clusters Score -1.212563e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44085 members 
Mstep: Class 2 contains 58299 members 
Entering Unmasked Estep 
Score: -12127262.000000 Penalty: 3749.357910
	Iteration 3Q: 3 clusters Score -1.212726e+07 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40974 members 
Mstep: Class 2 contains 61410 members 
Entering Unmasked Estep 
Score: -12129671.000000 Penalty: 3749.357910
	Iteration 4F: 3 clusters Score -1.212967e+07 nChanged 6861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38079 members 
Mstep: Class 2 contains 64305 members 
Entering Unmasked Estep 
Score: -12134287.000000 Penalty: 3749.357910
	Iteration 5F: 3 clusters Score -1.213429e+07 nChanged 8014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36523 members 
Mstep: Class 2 contains 65861 members 
Entering Unmasked Estep 
Score: -12142661.000000 Penalty: 3749.357910
	Iteration 6F: 3 clusters Score -1.214266e+07 nChanged 8740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37741 members 
Mstep: Class 2 contains 64643 members 
Entering Unmasked Estep 
Score: -12152045.000000 Penalty: 3749.357910
	Iteration 7F: 3 clusters Score -1.215204e+07 nChanged 6605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 62522 members 
Entering Unmasked Estep 
Score: -12156865.000000 Penalty: 3749.357910
	Iteration 8F: 3 clusters Score -1.215686e+07 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41566 members 
Mstep: Class 2 contains 60818 members 
Entering Unmasked Estep 
Score: -12159123.000000 Penalty: 3749.357910
	Iteration 9Q: 3 clusters Score -1.215912e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43132 members 
Mstep: Class 2 contains 59252 members 
Entering Unmasked Estep 
Score: -12160838.000000 Penalty: 3749.357910
	Iteration 10Q: 3 clusters Score -1.216084e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44679 members 
Mstep: Class 2 contains 57705 members 
Entering Unmasked Estep 
Score: -12161888.000000 Penalty: 3749.357910
	Iteration 11Q: 3 clusters Score -1.216189e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 55956 members 
Entering Unmasked Estep 
Score: -12162338.000000 Penalty: 3749.357910
	Iteration 12Q: 3 clusters Score -1.216234e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48508 members 
Mstep: Class 2 contains 53876 members 
Entering Unmasked Estep 
Score: -12162743.000000 Penalty: 3749.357910
	Iteration 13Q: 3 clusters Score -1.216274e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50338 members 
Mstep: Class 2 contains 52046 members 
Entering Unmasked Estep 
Score: -12162833.000000 Penalty: 3749.357910
	Iteration 14Q: 3 clusters Score -1.216283e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52008 members 
Mstep: Class 2 contains 50376 members 
Entering Unmasked Estep 
Score: -12162863.000000 Penalty: 3749.357910
	Iteration 15Q: 3 clusters Score -1.216286e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53904 members 
Mstep: Class 2 contains 48480 members 
Entering Unmasked Estep 
Score: -12162755.000000 Penalty: 3749.357910
	Iteration 16Q: 3 clusters Score -1.216276e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55783 members 
Mstep: Class 2 contains 46601 members 
Entering Unmasked Estep 
Score: -12162358.000000 Penalty: 3749.357910
	Iteration 17Q: 3 clusters Score -1.216236e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57979 members 
Mstep: Class 2 contains 44405 members 
Entering Unmasked Estep 
Score: -12161845.000000 Penalty: 3749.357910
	Iteration 18Q: 3 clusters Score -1.216184e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59863 members 
Mstep: Class 2 contains 42521 members 
Entering Unmasked Estep 
Score: -12161329.000000 Penalty: 3749.357910
	Iteration 19Q: 3 clusters Score -1.216133e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61335 members 
Mstep: Class 2 contains 41049 members 
Entering Unmasked Estep 
Score: -12161038.000000 Penalty: 3749.357910
	Iteration 20F: 3 clusters Score -1.216104e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62979 members 
Mstep: Class 2 contains 39405 members 
Entering Unmasked Estep 
Score: -12160593.000000 Penalty: 3749.357910
	Iteration 21Q: 3 clusters Score -1.216059e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64499 members 
Mstep: Class 2 contains 37885 members 
Entering Unmasked Estep 
Score: -12160252.000000 Penalty: 3749.357910
	Iteration 22Q: 3 clusters Score -1.216025e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66124 members 
Mstep: Class 2 contains 36260 members 
Entering Unmasked Estep 
Score: -12160152.000000 Penalty: 3749.357910
	Iteration 23Q: 3 clusters Score -1.216015e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67832 members 
Mstep: Class 2 contains 34552 members 
Entering Unmasked Estep 
Score: -12159955.000000 Penalty: 3749.357910
	Iteration 24Q: 3 clusters Score -1.215996e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69445 members 
Mstep: Class 2 contains 32939 members 
Entering Unmasked Estep 
Score: -12159619.000000 Penalty: 3749.357910
	Iteration 25Q: 3 clusters Score -1.215962e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71197 members 
Mstep: Class 2 contains 31187 members 
Entering Unmasked Estep 
Score: -12159689.000000 Penalty: 3749.357910
	Iteration 26Q: 3 clusters Score -1.215969e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72782 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -12159782.000000 Penalty: 3749.357910
	Iteration 27Q: 3 clusters Score -1.215978e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74338 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -12159739.000000 Penalty: 3749.357910
	Iteration 28Q: 3 clusters Score -1.215974e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75838 members 
Mstep: Class 2 contains 26546 members 
Entering Unmasked Estep 
Score: -12159589.000000 Penalty: 3749.357910
	Iteration 29Q: 3 clusters Score -1.215959e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77396 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -12159393.000000 Penalty: 3749.357910
	Iteration 30Q: 3 clusters Score -1.215939e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79227 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -12159782.000000 Penalty: 3749.357910
	Iteration 31Q: 3 clusters Score -1.215978e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81265 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -12159560.000000 Penalty: 3749.357910
	Iteration 32Q: 3 clusters Score -1.215956e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83218 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -12160728.000000 Penalty: 3749.357910
	Iteration 33Q: 3 clusters Score -1.216073e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84849 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -12162186.000000 Penalty: 3749.357910
	Iteration 34Q: 3 clusters Score -1.216219e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86255 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -12162648.000000 Penalty: 3749.357910
	Iteration 35Q: 3 clusters Score -1.216265e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87454 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -12162873.000000 Penalty: 3749.357910
	Iteration 36Q: 3 clusters Score -1.216287e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88463 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -12163036.000000 Penalty: 3749.357910
	Iteration 37Q: 3 clusters Score -1.216304e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89178 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -12163129.000000 Penalty: 3749.357910
	Iteration 38Q: 3 clusters Score -1.216313e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89453 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -12163273.000000 Penalty: 3749.357910
	Iteration 39Q: 3 clusters Score -1.216327e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89820 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -12163302.000000 Penalty: 3749.357910
	Iteration 40F: 3 clusters Score -1.21633e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90073 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -12163269.000000 Penalty: 3749.357910
	Iteration 41Q: 3 clusters Score -1.216327e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90279 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -12163245.000000 Penalty: 3749.357910
	Iteration 42Q: 3 clusters Score -1.216324e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90148 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -12163267.000000 Penalty: 3749.357910
	Iteration 43Q: 3 clusters Score -1.216327e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90133 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -12163282.000000 Penalty: 3749.357910
	Iteration 44Q: 3 clusters Score -1.216328e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90159 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -12163269.000000 Penalty: 3749.357910
	Iteration 45Q: 3 clusters Score -1.216327e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90221 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -12163260.000000 Penalty: 3749.357910
	Iteration 46Q: 3 clusters Score -1.216326e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90125 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -12163258.000000 Penalty: 3749.357910
	Iteration 47Q: 3 clusters Score -1.216326e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90189 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -12163247.000000 Penalty: 3749.357910
	Iteration 48Q: 3 clusters Score -1.216325e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90083 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -12163273.000000 Penalty: 3749.357910
	Iteration 49Q: 3 clusters Score -1.216327e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90080 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -12163273.000000 Penalty: 3749.357910
	Iteration 50Q: 3 clusters Score -1.216327e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90224 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -12163240.000000 Penalty: 3749.357910
	Iteration 51Q: 3 clusters Score -1.216324e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90148 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -12163248.000000 Penalty: 3749.357910
	Iteration 52Q: 3 clusters Score -1.216325e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90054 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -12163260.000000 Penalty: 3749.357910
	Iteration 53Q: 3 clusters Score -1.216326e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90087 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -12163249.000000 Penalty: 3749.357910
	Iteration 54Q: 3 clusters Score -1.216325e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90208 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -12163239.000000 Penalty: 3749.357910
	Iteration 55Q: 3 clusters Score -1.216324e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90208 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -12163256.000000 Penalty: 3749.357910
	Iteration 56Q: 3 clusters Score -1.216326e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90118 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -12163265.000000 Penalty: 3749.357910
	Iteration 57Q: 3 clusters Score -1.216326e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90178 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -12163231.000000 Penalty: 3749.357910
	Iteration 58Q: 3 clusters Score -1.216323e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90197 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -12163257.000000 Penalty: 3749.357910
	Iteration 59Q: 3 clusters Score -1.216326e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90227 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -12163245.000000 Penalty: 3749.357910
	Iteration 60F: 3 clusters Score -1.216324e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90108 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -12163268.000000 Penalty: 3749.357910
	Iteration 61Q: 3 clusters Score -1.216327e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90249 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -12163242.000000 Penalty: 3749.357910
	Iteration 62Q: 3 clusters Score -1.216324e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90101 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -12163251.000000 Penalty: 3749.357910
	Iteration 63Q: 3 clusters Score -1.216325e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90117 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -12163248.000000 Penalty: 3749.357910
	Iteration 64Q: 3 clusters Score -1.216325e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90244 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -12163243.000000 Penalty: 3749.357910
	Iteration 65Q: 3 clusters Score -1.216324e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90111 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -12163274.000000 Penalty: 3749.357910
	Iteration 66Q: 3 clusters Score -1.216327e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90103 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -12163257.000000 Penalty: 3749.357910
	Iteration 67Q: 3 clusters Score -1.216326e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90092 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -12163253.000000 Penalty: 3749.357910
	Iteration 68Q: 3 clusters Score -1.216325e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90090 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -12163268.000000 Penalty: 3749.357910
	Iteration 69Q: 3 clusters Score -1.216327e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90205 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -12163239.000000 Penalty: 3749.357910
	Iteration 70Q: 3 clusters Score -1.216324e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90240 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -12163228.000000 Penalty: 3749.357910
	Iteration 71Q: 3 clusters Score -1.216323e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90243 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -12163235.000000 Penalty: 3749.357910
	Iteration 72Q: 3 clusters Score -1.216324e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90201 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -12163234.000000 Penalty: 3749.357910
	Iteration 73Q: 3 clusters Score -1.216323e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90151 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -12163257.000000 Penalty: 3749.357910
	Iteration 74Q: 3 clusters Score -1.216326e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90185 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -12163259.000000 Penalty: 3749.357910
	Iteration 75Q: 3 clusters Score -1.216326e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90164 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -12163245.000000 Penalty: 3749.357910
	Iteration 76Q: 3 clusters Score -1.216324e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90113 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -12163256.000000 Penalty: 3749.357910
	Iteration 77Q: 3 clusters Score -1.216326e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90158 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -12163218.000000 Penalty: 3749.357910
	Iteration 78Q: 3 clusters Score -1.216322e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90266 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -12163276.000000 Penalty: 3749.357910
	Iteration 79Q: 3 clusters Score -1.216328e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90136 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -12163223.000000 Penalty: 3749.357910
	Iteration 80F: 3 clusters Score -1.216322e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90394 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -12163206.000000 Penalty: 3749.357910
	Iteration 81Q: 3 clusters Score -1.216321e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90317 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -12163227.000000 Penalty: 3749.357910
	Iteration 82Q: 3 clusters Score -1.216323e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90303 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -12163244.000000 Penalty: 3749.357910
	Iteration 83Q: 3 clusters Score -1.216324e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90260 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -12163272.000000 Penalty: 3749.357910
	Iteration 84Q: 3 clusters Score -1.216327e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90128 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -12163244.000000 Penalty: 3749.357910
	Iteration 85Q: 3 clusters Score -1.216324e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90204 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -12163243.000000 Penalty: 3749.357910
	Iteration 86Q: 3 clusters Score -1.216324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90205 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -12163218.000000 Penalty: 3749.357910
	Iteration 87Q: 3 clusters Score -1.216322e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90333 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -12163223.000000 Penalty: 3749.357910
	Iteration 88Q: 3 clusters Score -1.216322e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90318 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -12163258.000000 Penalty: 3749.357910
	Iteration 89Q: 3 clusters Score -1.216326e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90133 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -12163240.000000 Penalty: 3749.357910
	Iteration 90Q: 3 clusters Score -1.216324e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90190 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -12163233.000000 Penalty: 3749.357910
	Iteration 91Q: 3 clusters Score -1.216323e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90138 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -12163253.000000 Penalty: 3749.357910
	Iteration 92Q: 3 clusters Score -1.216325e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90162 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -12163231.000000 Penalty: 3749.357910
	Iteration 93Q: 3 clusters Score -1.216323e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90238 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -12163233.000000 Penalty: 3749.357910
	Iteration 94Q: 3 clusters Score -1.216323e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90124 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -12163259.000000 Penalty: 3749.357910
	Iteration 95Q: 3 clusters Score -1.216326e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90198 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -12163227.000000 Penalty: 3749.357910
	Iteration 96Q: 3 clusters Score -1.216323e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90216 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -12163232.000000 Penalty: 3749.357910
	Iteration 97Q: 3 clusters Score -1.216323e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90092 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -12163258.000000 Penalty: 3749.357910
	Iteration 98Q: 3 clusters Score -1.216326e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90129 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -12163255.000000 Penalty: 3749.357910
	Iteration 99Q: 3 clusters Score -1.216326e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90155 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -12163245.000000 Penalty: 3749.357910
	Iteration 100F: 3 clusters Score -1.216324e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90109 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -12163242.000000 Penalty: 3749.357910
	Iteration 101Q: 3 clusters Score -1.216324e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90195 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -12163243.000000 Penalty: 3749.357910
	Iteration 102Q: 3 clusters Score -1.216324e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90195 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -12163239.000000 Penalty: 3749.357910
	Iteration 103Q: 3 clusters Score -1.216324e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90186 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -12163222.000000 Penalty: 3749.357910
	Iteration 104Q: 3 clusters Score -1.216322e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90302 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -12163235.000000 Penalty: 3749.357910
	Iteration 105Q: 3 clusters Score -1.216324e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90076 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -12163259.000000 Penalty: 3749.357910
	Iteration 106Q: 3 clusters Score -1.216326e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90068 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -12163263.000000 Penalty: 3749.357910
	Iteration 107Q: 3 clusters Score -1.216326e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90044 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -12163278.000000 Penalty: 3749.357910
	Iteration 108Q: 3 clusters Score -1.216328e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90098 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -12163257.000000 Penalty: 3749.357910
	Iteration 109Q: 3 clusters Score -1.216326e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90156 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -12163244.000000 Penalty: 3749.357910
	Iteration 110Q: 3 clusters Score -1.216324e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90199 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -12163240.000000 Penalty: 3749.357910
	Iteration 111Q: 3 clusters Score -1.216324e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90041 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -12163282.000000 Penalty: 3749.357910
	Iteration 112Q: 3 clusters Score -1.216328e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90122 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -12163242.000000 Penalty: 3749.357910
	Iteration 113Q: 3 clusters Score -1.216324e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90278 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -12163233.000000 Penalty: 3749.357910
	Iteration 114Q: 3 clusters Score -1.216323e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90032 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -12163277.000000 Penalty: 3749.357910
	Iteration 115Q: 3 clusters Score -1.216328e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90042 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -12163285.000000 Penalty: 3749.357910
	Iteration 116Q: 3 clusters Score -1.216328e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90152 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -12163236.000000 Penalty: 3749.357910
	Iteration 117Q: 3 clusters Score -1.216324e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90161 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -12163269.000000 Penalty: 3749.357910
	Iteration 118Q: 3 clusters Score -1.216327e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90176 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -12163256.000000 Penalty: 3749.357910
	Iteration 119Q: 3 clusters Score -1.216326e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90147 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -12163263.000000 Penalty: 3749.357910
	Iteration 120F: 3 clusters Score -1.216326e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90146 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -12163268.000000 Penalty: 3749.357910
	Iteration 121Q: 3 clusters Score -1.216327e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90137 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -12163262.000000 Penalty: 3749.357910
	Iteration 122Q: 3 clusters Score -1.216326e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90132 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -12163253.000000 Penalty: 3749.357910
	Iteration 123Q: 3 clusters Score -1.216325e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90191 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -12163251.000000 Penalty: 3749.357910
	Iteration 124Q: 3 clusters Score -1.216325e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90115 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -12163285.000000 Penalty: 3749.357910
	Iteration 125Q: 3 clusters Score -1.216328e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90137 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -12163259.000000 Penalty: 3749.357910
	Iteration 126Q: 3 clusters Score -1.216326e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90160 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -12163255.000000 Penalty: 3749.357910
	Iteration 127Q: 3 clusters Score -1.216326e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90221 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -12163238.000000 Penalty: 3749.357910
	Iteration 128Q: 3 clusters Score -1.216324e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90152 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -12163249.000000 Penalty: 3749.357910
	Iteration 129Q: 3 clusters Score -1.216325e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90094 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -12163284.000000 Penalty: 3749.357910
	Iteration 130Q: 3 clusters Score -1.216328e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90095 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -12163283.000000 Penalty: 3749.357910
	Iteration 131Q: 3 clusters Score -1.216328e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90094 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -12163267.000000 Penalty: 3749.357910
	Iteration 132Q: 3 clusters Score -1.216327e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90078 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -12163272.000000 Penalty: 3749.357910
	Iteration 133Q: 3 clusters Score -1.216327e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90125 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -12163267.000000 Penalty: 3749.357910
	Iteration 134Q: 3 clusters Score -1.216327e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90201 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -12163258.000000 Penalty: 3749.357910
	Iteration 135Q: 3 clusters Score -1.216326e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90098 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -12163276.000000 Penalty: 3749.357910
	Iteration 136Q: 3 clusters Score -1.216328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90094 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -12163271.000000 Penalty: 3749.357910
	Iteration 137Q: 3 clusters Score -1.216327e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90161 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -12163269.000000 Penalty: 3749.357910
	Iteration 138Q: 3 clusters Score -1.216327e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90167 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -12163252.000000 Penalty: 3749.357910
	Iteration 139Q: 3 clusters Score -1.216325e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90123 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -12163265.000000 Penalty: 3749.357910
	Iteration 140F: 3 clusters Score -1.216326e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90179 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -12163229.000000 Penalty: 3749.357910
	Iteration 141Q: 3 clusters Score -1.216323e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90059 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -12163283.000000 Penalty: 3749.357910
	Iteration 142Q: 3 clusters Score -1.216328e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90048 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -12163275.000000 Penalty: 3749.357910
	Iteration 143Q: 3 clusters Score -1.216328e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89946 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -12163257.000000 Penalty: 3749.357910
	Iteration 144Q: 3 clusters Score -1.216326e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89865 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -12163292.000000 Penalty: 3749.357910
	Iteration 145Q: 3 clusters Score -1.216329e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89879 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -12163291.000000 Penalty: 3749.357910
	Iteration 146Q: 3 clusters Score -1.216329e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89880 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -12163289.000000 Penalty: 3749.357910
	Iteration 147Q: 3 clusters Score -1.216329e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90060 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -12163297.000000 Penalty: 3749.357910
	Iteration 148Q: 3 clusters Score -1.21633e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90056 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -12163284.000000 Penalty: 3749.357910
	Iteration 149Q: 3 clusters Score -1.216328e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90008 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -12163295.000000 Penalty: 3749.357910
	Iteration 150Q: 3 clusters Score -1.21633e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90061 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -12163282.000000 Penalty: 3749.357910
	Iteration 151Q: 3 clusters Score -1.216328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90057 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -12163277.000000 Penalty: 3749.357910
	Iteration 152Q: 3 clusters Score -1.216328e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90057 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -12163277.000000 Penalty: 3749.357910
	Iteration 153F: 3 clusters Score -1.216328e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 3473 members 
Mstep: Class 3 contains 20191 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 36366 members 
Mstep: Class 6 contains 73634 members 
Mstep: Class 7 contains 16064 members 
Mstep: Class 8 contains 36372 members 
Mstep: Class 9 contains 32009 members 
Mstep: Class 10 contains 16217 members 
Mstep: Class 11 contains 6107 members 
Mstep: Class 12 contains 64909 members 
Mstep: Class 13 contains 4154 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 29217 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 147623 members 
Mstep: Class 20 contains 33206 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 37472 members 
Mstep: Class 23 contains 9692 members 
Mstep: Class 24 contains 68782 members 
Mstep: Class 25 contains 83634 members 
Mstep: Class 26 contains 26644 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2584 members 
Mstep: Class 30 contains 49539 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54444 members 
Mstep: Class 34 contains 1333 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 64490 members 
Mstep: Class 38 contains 12758 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10566 members 
Mstep: Class 41 contains 90057 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98570 members 
Mstep: Class 45 contains 191972 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 53091 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 123249 members 
Mstep: Class 50 contains 55124 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 10982 members 
Mstep: Class 53 contains 112484 members 
Mstep: Class 54 contains 12048 members 
Mstep: Class 55 contains 12327 members 
Entering Unmasked Estep 
Score: -194731312.000000 Penalty: 128338.117188
Splitting cluster 41 changes total score from -194732512.000000 to -194731312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -30636.789062 Penalty: 946.244934
	Iteration 0F: 2 clusters Score -30636.79 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 165 members 
Entering Unmasked Estep 
Score: -29727.427734 Penalty: 1892.489868
	Iteration 0F: 3 clusters Score -29727.43 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -29942.414062 Penalty: 1892.489868
	Iteration 1F: 3 clusters Score -29942.41 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -30064.154297 Penalty: 1892.489868
	Iteration 2F: 3 clusters Score -30064.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -30122.386719 Penalty: 1892.489868
	Iteration 3F: 3 clusters Score -30122.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -30168.400391 Penalty: 1892.489868
	Iteration 4Q: 3 clusters Score -30168.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -30195.062500 Penalty: 1892.489868
	Iteration 5Q: 3 clusters Score -30195.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -30251.496094 Penalty: 1892.489868
	Iteration 6Q: 3 clusters Score -30251.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -30335.373047 Penalty: 1892.489868
	Iteration 7Q: 3 clusters Score -30335.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -30362.748047 Penalty: 1892.489868
	Iteration 8Q: 3 clusters Score -30362.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -30362.748047 Penalty: 1892.489868
	Iteration 9F: 3 clusters Score -30362.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Entering Unmasked Estep 
Score: -9516.983398 Penalty: 871.971069
	Iteration 0F: 2 clusters Score -9516.983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -8833.917969 Penalty: 1743.942139
	Iteration 0F: 3 clusters Score -8833.918 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -8984.913086 Penalty: 1743.942139
	Iteration 1F: 3 clusters Score -8984.913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9014.707031 Penalty: 1743.942139
	Iteration 2Q: 3 clusters Score -9014.707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9031.003906 Penalty: 1743.942139
	Iteration 3Q: 3 clusters Score -9031.004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9041.964844 Penalty: 1743.942139
	Iteration 4Q: 3 clusters Score -9041.965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9055.689453 Penalty: 1743.942139
	Iteration 5Q: 3 clusters Score -9055.689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9057.034180 Penalty: 1743.942139
	Iteration 6Q: 3 clusters Score -9057.034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9057.616211 Penalty: 1743.942139
	Iteration 7Q: 3 clusters Score -9057.616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -9057.616211 Penalty: 1743.942139
	Iteration 8F: 3 clusters Score -9057.616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (98570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98570 members 
Entering Unmasked Estep 
Score: -11586196.000000 Penalty: 1868.509766
	Iteration 0F: 2 clusters Score -1.15862e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49486 members 
Mstep: Class 2 contains 49084 members 
Entering Unmasked Estep 
Score: -11521648.000000 Penalty: 3737.019531
	Iteration 0F: 3 clusters Score -1.152165e+07 nChanged 47034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52124 members 
Mstep: Class 2 contains 46446 members 
Entering Unmasked Estep 
Score: -11548673.000000 Penalty: 3737.019531
	Iteration 1F: 3 clusters Score -1.154867e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53789 members 
Mstep: Class 2 contains 44781 members 
Entering Unmasked Estep 
Score: -11549430.000000 Penalty: 3737.019531
	Iteration 2Q: 3 clusters Score -1.154943e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56374 members 
Mstep: Class 2 contains 42196 members 
Entering Unmasked Estep 
Score: -11550563.000000 Penalty: 3737.019531
	Iteration 3Q: 3 clusters Score -1.155056e+07 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60222 members 
Mstep: Class 2 contains 38348 members 
Entering Unmasked Estep 
Score: -11552426.000000 Penalty: 3737.019531
	Iteration 4Q: 3 clusters Score -1.155243e+07 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65692 members 
Mstep: Class 2 contains 32878 members 
Entering Unmasked Estep 
Score: -11555855.000000 Penalty: 3737.019531
	Iteration 5F: 3 clusters Score -1.155586e+07 nChanged 7236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72792 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -11561263.000000 Penalty: 3737.019531
	Iteration 6F: 3 clusters Score -1.156126e+07 nChanged 8030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80760 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -11568461.000000 Penalty: 3737.019531
	Iteration 7F: 3 clusters Score -1.156846e+07 nChanged 7047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87775 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -11575546.000000 Penalty: 3737.019531
	Iteration 8F: 3 clusters Score -1.157555e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92742 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -11579966.000000 Penalty: 3737.019531
	Iteration 9F: 3 clusters Score -1.157997e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95626 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -11582323.000000 Penalty: 3737.019531
	Iteration 10Q: 3 clusters Score -1.158232e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97154 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -11583564.000000 Penalty: 3737.019531
	Iteration 11Q: 3 clusters Score -1.158356e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97832 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -11584121.000000 Penalty: 3737.019531
	Iteration 12Q: 3 clusters Score -1.158412e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98097 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -11584361.000000 Penalty: 3737.019531
	Iteration 13Q: 3 clusters Score -1.158436e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98190 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -11584431.000000 Penalty: 3737.019531
	Iteration 14Q: 3 clusters Score -1.158443e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98240 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -11584474.000000 Penalty: 3737.019531
	Iteration 15Q: 3 clusters Score -1.158447e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98267 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -11584503.000000 Penalty: 3737.019531
	Iteration 16Q: 3 clusters Score -1.15845e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98282 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -11584526.000000 Penalty: 3737.019531
	Iteration 17Q: 3 clusters Score -1.158453e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98294 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -11584528.000000 Penalty: 3737.019531
	Iteration 18Q: 3 clusters Score -1.158453e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98305 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -11584553.000000 Penalty: 3737.019531
	Iteration 19Q: 3 clusters Score -1.158455e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98313 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -11584557.000000 Penalty: 3737.019531
	Iteration 20F: 3 clusters Score -1.158456e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98316 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -11584569.000000 Penalty: 3737.019531
	Iteration 21Q: 3 clusters Score -1.158457e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98318 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -11584575.000000 Penalty: 3737.019531
	Iteration 22Q: 3 clusters Score -1.158458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98315 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -11584578.000000 Penalty: 3737.019531
	Iteration 23Q: 3 clusters Score -1.158458e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98319 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -11584576.000000 Penalty: 3737.019531
	Iteration 24Q: 3 clusters Score -1.158458e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98319 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -11584571.000000 Penalty: 3737.019531
	Iteration 25Q: 3 clusters Score -1.158457e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98318 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -11584574.000000 Penalty: 3737.019531
	Iteration 26Q: 3 clusters Score -1.158457e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98318 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -11584574.000000 Penalty: 3737.019531
	Iteration 27F: 3 clusters Score -1.158457e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (191972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191972 members 
Entering Unmasked Estep 
Score: -22016456.000000 Penalty: 1976.829590
	Iteration 0F: 2 clusters Score -2.201646e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96424 members 
Mstep: Class 2 contains 95548 members 
Entering Unmasked Estep 
Score: -21908220.000000 Penalty: 3953.659180
	Iteration 0F: 3 clusters Score -2.190822e+07 nChanged 93058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107704 members 
Mstep: Class 2 contains 84268 members 
Entering Unmasked Estep 
Score: -21964502.000000 Penalty: 3953.659180
	Iteration 1F: 3 clusters Score -2.19645e+07 nChanged 9330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115310 members 
Mstep: Class 2 contains 76662 members 
Entering Unmasked Estep 
Score: -21967822.000000 Penalty: 3953.659180
	Iteration 2Q: 3 clusters Score -2.196782e+07 nChanged 12270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126208 members 
Mstep: Class 2 contains 65764 members 
Entering Unmasked Estep 
Score: -21973904.000000 Penalty: 3953.659180
	Iteration 3F: 3 clusters Score -2.19739e+07 nChanged 14593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139703 members 
Mstep: Class 2 contains 52269 members 
Entering Unmasked Estep 
Score: -21982122.000000 Penalty: 3953.659180
	Iteration 4F: 3 clusters Score -2.198212e+07 nChanged 15313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154230 members 
Mstep: Class 2 contains 37742 members 
Entering Unmasked Estep 
Score: -21992750.000000 Penalty: 3953.659180
	Iteration 5F: 3 clusters Score -2.199275e+07 nChanged 13296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166996 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -22002226.000000 Penalty: 3953.659180
	Iteration 6F: 3 clusters Score -2.200223e+07 nChanged 9585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176237 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -22008454.000000 Penalty: 3953.659180
	Iteration 7Q: 3 clusters Score -2.200845e+07 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182078 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -22011938.000000 Penalty: 3953.659180
	Iteration 8Q: 3 clusters Score -2.201194e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185543 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -22013936.000000 Penalty: 3953.659180
	Iteration 9Q: 3 clusters Score -2.201394e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187808 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -22014746.000000 Penalty: 3953.659180
	Iteration 10Q: 3 clusters Score -2.201475e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189285 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -22014990.000000 Penalty: 3953.659180
	Iteration 11Q: 3 clusters Score -2.201499e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190207 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -22015174.000000 Penalty: 3953.659180
	Iteration 12Q: 3 clusters Score -2.201517e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190748 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -22015086.000000 Penalty: 3953.659180
	Iteration 13Q: 3 clusters Score -2.201509e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191079 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -22015024.000000 Penalty: 3953.659180
	Iteration 14Q: 3 clusters Score -2.201502e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191287 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -22015016.000000 Penalty: 3953.659180
	Iteration 15Q: 3 clusters Score -2.201502e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191404 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -22014986.000000 Penalty: 3953.659180
	Iteration 16Q: 3 clusters Score -2.201499e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191479 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -22014996.000000 Penalty: 3953.659180
	Iteration 17Q: 3 clusters Score -2.2015e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191536 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -22014972.000000 Penalty: 3953.659180
	Iteration 18Q: 3 clusters Score -2.201497e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191560 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -22014984.000000 Penalty: 3953.659180
	Iteration 19Q: 3 clusters Score -2.201498e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191579 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -22014978.000000 Penalty: 3953.659180
	Iteration 20F: 3 clusters Score -2.201498e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191591 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -22014990.000000 Penalty: 3953.659180
	Iteration 21Q: 3 clusters Score -2.201499e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191598 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -22014996.000000 Penalty: 3953.659180
	Iteration 22Q: 3 clusters Score -2.2015e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191606 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -22014998.000000 Penalty: 3953.659180
	Iteration 23Q: 3 clusters Score -2.2015e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191609 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -22014994.000000 Penalty: 3953.659180
	Iteration 24Q: 3 clusters Score -2.201499e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191609 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -22015002.000000 Penalty: 3953.659180
	Iteration 25Q: 3 clusters Score -2.2015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191608 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -22014994.000000 Penalty: 3953.659180
	Iteration 26Q: 3 clusters Score -2.201499e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191609 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -22014986.000000 Penalty: 3953.659180
	Iteration 27Q: 3 clusters Score -2.201499e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191611 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -22014996.000000 Penalty: 3953.659180
	Iteration 28Q: 3 clusters Score -2.2015e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191611 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -22014996.000000 Penalty: 3953.659180
	Iteration 29F: 3 clusters Score -2.2015e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -37342.449219 Penalty: 995.970642
	Iteration 0F: 2 clusters Score -37342.45 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 250 members 
Entering Unmasked Estep 
Score: -36399.660156 Penalty: 1991.941284
	Iteration 0F: 3 clusters Score -36399.66 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -36722.425781 Penalty: 1991.941284
	Iteration 1F: 3 clusters Score -36722.43 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -36917.605469 Penalty: 1991.941284
	Iteration 2F: 3 clusters Score -36917.61 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -37032.175781 Penalty: 1991.941284
	Iteration 3F: 3 clusters Score -37032.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -37078.359375 Penalty: 1991.941284
	Iteration 4Q: 3 clusters Score -37078.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -37098.597656 Penalty: 1991.941284
	Iteration 5Q: 3 clusters Score -37098.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -37108.812500 Penalty: 1991.941284
	Iteration 6Q: 3 clusters Score -37108.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -37117.546875 Penalty: 1991.941284
	Iteration 7Q: 3 clusters Score -37117.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -37121.277344 Penalty: 1991.941284
	Iteration 8Q: 3 clusters Score -37121.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -37132.519531 Penalty: 1991.941284
	Iteration 9Q: 3 clusters Score -37132.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -37140.285156 Penalty: 1991.941284
	Iteration 10Q: 3 clusters Score -37140.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -37160.996094 Penalty: 1991.941284
	Iteration 11Q: 3 clusters Score -37161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -37162.003906 Penalty: 1991.941284
	Iteration 12Q: 3 clusters Score -37162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -37162.003906 Penalty: 1991.941284
	Iteration 13F: 3 clusters Score -37162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (53091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53091 members 
Entering Unmasked Estep 
Score: -6330869.500000 Penalty: 1767.961426
	Iteration 0F: 2 clusters Score -6330870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -6295445.500000 Penalty: 3535.922852
	Iteration 0F: 3 clusters Score -6295446 nChanged 25099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -6309987.000000 Penalty: 3535.922852
	Iteration 1F: 3 clusters Score -6309987 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -6310943.000000 Penalty: 3535.922852
	Iteration 2Q: 3 clusters Score -6310943 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34562 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -6312607.000000 Penalty: 3535.922852
	Iteration 3F: 3 clusters Score -6312607 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38639 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -6315465.500000 Penalty: 3535.922852
	Iteration 4F: 3 clusters Score -6315466 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43611 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -6319901.000000 Penalty: 3535.922852
	Iteration 5F: 3 clusters Score -6319901 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48452 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -6324751.500000 Penalty: 3535.922852
	Iteration 6F: 3 clusters Score -6324752 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51553 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -6327864.500000 Penalty: 3535.922852
	Iteration 7F: 3 clusters Score -6327864 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52660 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -6328858.500000 Penalty: 3535.922852
	Iteration 8Q: 3 clusters Score -6328858 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52905 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -6329123.000000 Penalty: 3535.922852
	Iteration 9Q: 3 clusters Score -6329123 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52955 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -6329216.000000 Penalty: 3535.922852
	Iteration 10Q: 3 clusters Score -6329216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52968 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -6329245.000000 Penalty: 3535.922852
	Iteration 11Q: 3 clusters Score -6329245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52973 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -6329244.000000 Penalty: 3535.922852
	Iteration 12Q: 3 clusters Score -6329244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52977 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -6329253.500000 Penalty: 3535.922852
	Iteration 13Q: 3 clusters Score -6329254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52978 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -6329263.500000 Penalty: 3535.922852
	Iteration 14Q: 3 clusters Score -6329264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52977 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -6329261.000000 Penalty: 3535.922852
	Iteration 15Q: 3 clusters Score -6329261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52977 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -6329261.000000 Penalty: 3535.922852
	Iteration 16F: 3 clusters Score -6329261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Entering Unmasked Estep 
Score: -31569.783203 Penalty: 934.276367
	Iteration 0F: 2 clusters Score -31569.78 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 164 members 
Entering Unmasked Estep 
Score: -30697.007812 Penalty: 1868.552734
	Iteration 0F: 3 clusters Score -30697.01 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -30794.453125 Penalty: 1868.552734
	Iteration 1F: 3 clusters Score -30794.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -30809.507812 Penalty: 1868.552734
	Iteration 2Q: 3 clusters Score -30809.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -30820.457031 Penalty: 1868.552734
	Iteration 3Q: 3 clusters Score -30820.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -30826.355469 Penalty: 1868.552734
	Iteration 4Q: 3 clusters Score -30826.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -30832.476562 Penalty: 1868.552734
	Iteration 5Q: 3 clusters Score -30832.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -30836.916016 Penalty: 1868.552734
	Iteration 6Q: 3 clusters Score -30836.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -30841.882812 Penalty: 1868.552734
	Iteration 7Q: 3 clusters Score -30841.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -30852.996094 Penalty: 1868.552734
	Iteration 8Q: 3 clusters Score -30853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -30854.750000 Penalty: 1868.552734
	Iteration 9Q: 3 clusters Score -30854.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -30855.810547 Penalty: 1868.552734
	Iteration 10Q: 3 clusters Score -30855.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -30864.935547 Penalty: 1868.552734
	Iteration 11Q: 3 clusters Score -30864.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -30865.476562 Penalty: 1868.552734
	Iteration 12Q: 3 clusters Score -30865.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -30865.476562 Penalty: 1868.552734
	Iteration 13F: 3 clusters Score -30865.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (123249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123249 members 
Entering Unmasked Estep 
Score: -14592672.000000 Penalty: 1904.818848
	Iteration 0F: 2 clusters Score -1.459267e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61818 members 
Mstep: Class 2 contains 61431 members 
Entering Unmasked Estep 
Score: -14517316.000000 Penalty: 3809.637695
	Iteration 0F: 3 clusters Score -1.451732e+07 nChanged 59009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63439 members 
Mstep: Class 2 contains 59810 members 
Entering Unmasked Estep 
Score: -14551226.000000 Penalty: 3809.637695
	Iteration 1F: 3 clusters Score -1.455123e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64511 members 
Mstep: Class 2 contains 58738 members 
Entering Unmasked Estep 
Score: -14551640.000000 Penalty: 3809.637695
	Iteration 2Q: 3 clusters Score -1.455164e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66241 members 
Mstep: Class 2 contains 57008 members 
Entering Unmasked Estep 
Score: -14552417.000000 Penalty: 3809.637695
	Iteration 3Q: 3 clusters Score -1.455242e+07 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68846 members 
Mstep: Class 2 contains 54403 members 
Entering Unmasked Estep 
Score: -14553324.000000 Penalty: 3809.637695
	Iteration 4Q: 3 clusters Score -1.455332e+07 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72677 members 
Mstep: Class 2 contains 50572 members 
Entering Unmasked Estep 
Score: -14554752.000000 Penalty: 3809.637695
	Iteration 5Q: 3 clusters Score -1.455475e+07 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78186 members 
Mstep: Class 2 contains 45063 members 
Entering Unmasked Estep 
Score: -14557513.000000 Penalty: 3809.637695
	Iteration 6Q: 3 clusters Score -1.455751e+07 nChanged 7763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85537 members 
Mstep: Class 2 contains 37712 members 
Entering Unmasked Estep 
Score: -14563792.000000 Penalty: 3809.637695
	Iteration 7F: 3 clusters Score -1.456379e+07 nChanged 9484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94961 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -14571458.000000 Penalty: 3809.637695
	Iteration 8F: 3 clusters Score -1.457146e+07 nChanged 10192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105125 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -14578185.000000 Penalty: 3809.637695
	Iteration 9F: 3 clusters Score -1.457818e+07 nChanged 7870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112959 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -14584455.000000 Penalty: 3809.637695
	Iteration 10F: 3 clusters Score -1.458446e+07 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117413 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -14587560.000000 Penalty: 3809.637695
	Iteration 11Q: 3 clusters Score -1.458756e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119852 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -14589333.000000 Penalty: 3809.637695
	Iteration 12Q: 3 clusters Score -1.458933e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121158 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -14590102.000000 Penalty: 3809.637695
	Iteration 13Q: 3 clusters Score -1.45901e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121878 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -14590534.000000 Penalty: 3809.637695
	Iteration 14Q: 3 clusters Score -1.459053e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122295 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -14590765.000000 Penalty: 3809.637695
	Iteration 15Q: 3 clusters Score -1.459076e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122527 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -14590910.000000 Penalty: 3809.637695
	Iteration 16Q: 3 clusters Score -1.459091e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122661 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -14590941.000000 Penalty: 3809.637695
	Iteration 17Q: 3 clusters Score -1.459094e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122730 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -14590978.000000 Penalty: 3809.637695
	Iteration 18Q: 3 clusters Score -1.459098e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122775 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -14591046.000000 Penalty: 3809.637695
	Iteration 19Q: 3 clusters Score -1.459105e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122803 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -14591044.000000 Penalty: 3809.637695
	Iteration 20F: 3 clusters Score -1.459104e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122823 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -14591061.000000 Penalty: 3809.637695
	Iteration 21Q: 3 clusters Score -1.459106e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122842 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -14591075.000000 Penalty: 3809.637695
	Iteration 22Q: 3 clusters Score -1.459108e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122851 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -14591067.000000 Penalty: 3809.637695
	Iteration 23Q: 3 clusters Score -1.459107e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122858 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -14591070.000000 Penalty: 3809.637695
	Iteration 24Q: 3 clusters Score -1.459107e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122864 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -14591064.000000 Penalty: 3809.637695
	Iteration 25Q: 3 clusters Score -1.459106e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122868 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -14591081.000000 Penalty: 3809.637695
	Iteration 26Q: 3 clusters Score -1.459108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122872 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -14591091.000000 Penalty: 3809.637695
	Iteration 27Q: 3 clusters Score -1.459109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122872 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -14591102.000000 Penalty: 3809.637695
	Iteration 28Q: 3 clusters Score -1.45911e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122872 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -14591102.000000 Penalty: 3809.637695
	Iteration 29F: 3 clusters Score -1.45911e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (55124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55124 members 
Entering Unmasked Estep 
Score: -6531416.000000 Penalty: 1774.067749
	Iteration 0F: 2 clusters Score -6531416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 27598 members 
Entering Unmasked Estep 
Score: -6495326.500000 Penalty: 3548.135498
	Iteration 0F: 3 clusters Score -6495326 nChanged 26000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 27558 members 
Entering Unmasked Estep 
Score: -6509889.000000 Penalty: 3548.135498
	Iteration 1F: 3 clusters Score -6509889 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
Score: -6510285.000000 Penalty: 3548.135498
	Iteration 2Q: 3 clusters Score -6510285 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 27897 members 
Entering Unmasked Estep 
Score: -6510727.000000 Penalty: 3548.135498
	Iteration 3Q: 3 clusters Score -6510727 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 28396 members 
Entering Unmasked Estep 
Score: -6511269.500000 Penalty: 3548.135498
	Iteration 4Q: 3 clusters Score -6511270 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
Score: -6511908.500000 Penalty: 3548.135498
	Iteration 5Q: 3 clusters Score -6511908 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -6512918.500000 Penalty: 3548.135498
	Iteration 6Q: 3 clusters Score -6512918 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 32332 members 
Entering Unmasked Estep 
Score: -6514911.000000 Penalty: 3548.135498
	Iteration 7Q: 3 clusters Score -6514911 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -6518576.000000 Penalty: 3548.135498
	Iteration 8F: 3 clusters Score -6518576 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 36432 members 
Entering Unmasked Estep 
Score: -6522737.000000 Penalty: 3548.135498
	Iteration 9F: 3 clusters Score -6522737 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 37308 members 
Entering Unmasked Estep 
Score: -6525529.500000 Penalty: 3548.135498
	Iteration 10F: 3 clusters Score -6525530 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 37564 members 
Entering Unmasked Estep 
Score: -6526916.000000 Penalty: 3548.135498
	Iteration 11Q: 3 clusters Score -6526916 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 37686 members 
Entering Unmasked Estep 
Score: -6527821.000000 Penalty: 3548.135498
	Iteration 12Q: 3 clusters Score -6527821 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 37697 members 
Entering Unmasked Estep 
Score: -6528499.500000 Penalty: 3548.135498
	Iteration 13Q: 3 clusters Score -6528500 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 37491 members 
Entering Unmasked Estep 
Score: -6529143.500000 Penalty: 3548.135498
	Iteration 14Q: 3 clusters Score -6529144 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 37317 members 
Entering Unmasked Estep 
Score: -6529565.500000 Penalty: 3548.135498
	Iteration 15Q: 3 clusters Score -6529566 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 37300 members 
Entering Unmasked Estep 
Score: -6529834.000000 Penalty: 3548.135498
	Iteration 16Q: 3 clusters Score -6529834 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 37354 members 
Entering Unmasked Estep 
Score: -6529962.000000 Penalty: 3548.135498
	Iteration 17Q: 3 clusters Score -6529962 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 37427 members 
Entering Unmasked Estep 
Score: -6530031.500000 Penalty: 3548.135498
	Iteration 18Q: 3 clusters Score -6530032 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 37457 members 
Entering Unmasked Estep 
Score: -6530093.000000 Penalty: 3548.135498
	Iteration 19Q: 3 clusters Score -6530093 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -6530126.500000 Penalty: 3548.135498
	Iteration 20F: 3 clusters Score -6530126 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 37543 members 
Entering Unmasked Estep 
Score: -6530146.000000 Penalty: 3548.135498
	Iteration 21Q: 3 clusters Score -6530146 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 37625 members 
Entering Unmasked Estep 
Score: -6530149.000000 Penalty: 3548.135498
	Iteration 22Q: 3 clusters Score -6530149 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 37701 members 
Entering Unmasked Estep 
Score: -6530129.500000 Penalty: 3548.135498
	Iteration 23Q: 3 clusters Score -6530130 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 37789 members 
Entering Unmasked Estep 
Score: -6530138.500000 Penalty: 3548.135498
	Iteration 24Q: 3 clusters Score -6530138 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 37854 members 
Entering Unmasked Estep 
Score: -6530145.000000 Penalty: 3548.135498
	Iteration 25Q: 3 clusters Score -6530145 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 37947 members 
Entering Unmasked Estep 
Score: -6530154.500000 Penalty: 3548.135498
	Iteration 26Q: 3 clusters Score -6530154 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 37967 members 
Entering Unmasked Estep 
Score: -6530145.000000 Penalty: 3548.135498
	Iteration 27Q: 3 clusters Score -6530145 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 38035 members 
Entering Unmasked Estep 
Score: -6530138.000000 Penalty: 3548.135498
	Iteration 28Q: 3 clusters Score -6530138 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 38082 members 
Entering Unmasked Estep 
Score: -6530152.500000 Penalty: 3548.135498
	Iteration 29Q: 3 clusters Score -6530152 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 38112 members 
Entering Unmasked Estep 
Score: -6530153.500000 Penalty: 3548.135498
	Iteration 30Q: 3 clusters Score -6530154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 38107 members 
Entering Unmasked Estep 
Score: -6530154.500000 Penalty: 3548.135498
	Iteration 31Q: 3 clusters Score -6530154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 38111 members 
Entering Unmasked Estep 
Score: -6530150.500000 Penalty: 3548.135498
	Iteration 32Q: 3 clusters Score -6530150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 38121 members 
Entering Unmasked Estep 
Score: -6530168.000000 Penalty: 3548.135498
	Iteration 33Q: 3 clusters Score -6530168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 38125 members 
Entering Unmasked Estep 
Score: -6530158.000000 Penalty: 3548.135498
	Iteration 34Q: 3 clusters Score -6530158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 38129 members 
Entering Unmasked Estep 
Score: -6530158.500000 Penalty: 3548.135498
	Iteration 35Q: 3 clusters Score -6530158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 38132 members 
Entering Unmasked Estep 
Score: -6530161.500000 Penalty: 3548.135498
	Iteration 36Q: 3 clusters Score -6530162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 38131 members 
Entering Unmasked Estep 
Score: -6530163.500000 Penalty: 3548.135498
	Iteration 37Q: 3 clusters Score -6530164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 38130 members 
Entering Unmasked Estep 
Score: -6530160.500000 Penalty: 3548.135498
	Iteration 38Q: 3 clusters Score -6530160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 38132 members 
Entering Unmasked Estep 
Score: -6530164.500000 Penalty: 3548.135498
	Iteration 39Q: 3 clusters Score -6530164 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 38154 members 
Entering Unmasked Estep 
Score: -6530157.500000 Penalty: 3548.135498
	Iteration 40F: 3 clusters Score -6530158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 38155 members 
Entering Unmasked Estep 
Score: -6530162.000000 Penalty: 3548.135498
	Iteration 41Q: 3 clusters Score -6530162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 38155 members 
Entering Unmasked Estep 
Score: -6530162.000000 Penalty: 3548.135498
	Iteration 42F: 3 clusters Score -6530162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -81944.117188 Penalty: 1081.718018
	Iteration 0F: 2 clusters Score -81944.12 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 385 members 
Entering Unmasked Estep 
Score: -80656.640625 Penalty: 2163.436035
	Iteration 0F: 3 clusters Score -80656.64 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -80911.781250 Penalty: 2163.436035
	Iteration 1F: 3 clusters Score -80911.78 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -81015.812500 Penalty: 2163.436035
	Iteration 2F: 3 clusters Score -81015.81 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -81067.570312 Penalty: 2163.436035
	Iteration 3Q: 3 clusters Score -81067.57 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -81126.484375 Penalty: 2163.436035
	Iteration 4Q: 3 clusters Score -81126.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -81164.531250 Penalty: 2163.436035
	Iteration 5Q: 3 clusters Score -81164.53 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -81193.164062 Penalty: 2163.436035
	Iteration 6Q: 3 clusters Score -81193.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -81207.015625 Penalty: 2163.436035
	Iteration 7Q: 3 clusters Score -81207.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -81230.257812 Penalty: 2163.436035
	Iteration 8Q: 3 clusters Score -81230.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -81245.468750 Penalty: 2163.436035
	Iteration 9Q: 3 clusters Score -81245.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -81263.046875 Penalty: 2163.436035
	Iteration 10Q: 3 clusters Score -81263.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -81274.531250 Penalty: 2163.436035
	Iteration 11Q: 3 clusters Score -81274.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -81278.015625 Penalty: 2163.436035
	Iteration 12Q: 3 clusters Score -81278.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -81280.578125 Penalty: 2163.436035
	Iteration 13Q: 3 clusters Score -81280.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -81280.578125 Penalty: 2163.436035
	Iteration 14F: 3 clusters Score -81280.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (10982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Entering Unmasked Estep 
Score: -1329281.000000 Penalty: 1511.902100
	Iteration 0F: 2 clusters Score -1329281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1321415.375000 Penalty: 3023.804199
	Iteration 0F: 3 clusters Score -1321415 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1323837.875000 Penalty: 3023.804199
	Iteration 1F: 3 clusters Score -1323838 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1324086.750000 Penalty: 3023.804199
	Iteration 2F: 3 clusters Score -1324087 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1324245.625000 Penalty: 3023.804199
	Iteration 3Q: 3 clusters Score -1324246 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1324364.875000 Penalty: 3023.804199
	Iteration 4Q: 3 clusters Score -1324365 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1324495.000000 Penalty: 3023.804199
	Iteration 5Q: 3 clusters Score -1324495 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1324602.750000 Penalty: 3023.804199
	Iteration 6Q: 3 clusters Score -1324603 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1324723.625000 Penalty: 3023.804199
	Iteration 7Q: 3 clusters Score -1324724 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1324883.500000 Penalty: 3023.804199
	Iteration 8Q: 3 clusters Score -1324884 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1325087.125000 Penalty: 3023.804199
	Iteration 9Q: 3 clusters Score -1325087 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1325374.250000 Penalty: 3023.804199
	Iteration 10Q: 3 clusters Score -1325374 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1325825.875000 Penalty: 3023.804199
	Iteration 11Q: 3 clusters Score -1325826 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1326236.375000 Penalty: 3023.804199
	Iteration 12F: 3 clusters Score -1326236 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1326518.750000 Penalty: 3023.804199
	Iteration 13Q: 3 clusters Score -1326519 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1326715.875000 Penalty: 3023.804199
	Iteration 14Q: 3 clusters Score -1326716 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1326977.125000 Penalty: 3023.804199
	Iteration 15Q: 3 clusters Score -1326977 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1327024.500000 Penalty: 3023.804199
	Iteration 16Q: 3 clusters Score -1327024 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1327234.500000 Penalty: 3023.804199
	Iteration 17Q: 3 clusters Score -1327234 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1327292.125000 Penalty: 3023.804199
	Iteration 18Q: 3 clusters Score -1327292 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1327438.375000 Penalty: 3023.804199
	Iteration 19Q: 3 clusters Score -1327438 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1327442.500000 Penalty: 3023.804199
	Iteration 20F: 3 clusters Score -1327442 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1327510.625000 Penalty: 3023.804199
	Iteration 21Q: 3 clusters Score -1327511 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1327529.125000 Penalty: 3023.804199
	Iteration 22Q: 3 clusters Score -1327529 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1327596.000000 Penalty: 3023.804199
	Iteration 23Q: 3 clusters Score -1327596 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1327631.500000 Penalty: 3023.804199
	Iteration 24Q: 3 clusters Score -1327632 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1327675.625000 Penalty: 3023.804199
	Iteration 25Q: 3 clusters Score -1327676 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1327660.250000 Penalty: 3023.804199
	Iteration 26Q: 3 clusters Score -1327660 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1327657.000000 Penalty: 3023.804199
	Iteration 27Q: 3 clusters Score -1327657 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1327707.875000 Penalty: 3023.804199
	Iteration 28Q: 3 clusters Score -1327708 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1327719.125000 Penalty: 3023.804199
	Iteration 29Q: 3 clusters Score -1327719 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1327687.125000 Penalty: 3023.804199
	Iteration 30Q: 3 clusters Score -1327687 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1327682.750000 Penalty: 3023.804199
	Iteration 31Q: 3 clusters Score -1327683 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1327677.375000 Penalty: 3023.804199
	Iteration 32Q: 3 clusters Score -1327677 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1327630.875000 Penalty: 3023.804199
	Iteration 33Q: 3 clusters Score -1327631 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1327647.000000 Penalty: 3023.804199
	Iteration 34Q: 3 clusters Score -1327647 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1327670.000000 Penalty: 3023.804199
	Iteration 35Q: 3 clusters Score -1327670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1327696.625000 Penalty: 3023.804199
	Iteration 36Q: 3 clusters Score -1327697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1327543.875000 Penalty: 3023.804199
	Iteration 37Q: 3 clusters Score -1327544 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1327676.375000 Penalty: 3023.804199
	Iteration 38Q: 3 clusters Score -1327676 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1327690.625000 Penalty: 3023.804199
	Iteration 39Q: 3 clusters Score -1327691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1327665.000000 Penalty: 3023.804199
	Iteration 40F: 3 clusters Score -1327665 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1327681.250000 Penalty: 3023.804199
	Iteration 41Q: 3 clusters Score -1327681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1327648.000000 Penalty: 3023.804199
	Iteration 42Q: 3 clusters Score -1327648 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1327641.375000 Penalty: 3023.804199
	Iteration 43Q: 3 clusters Score -1327641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1327670.125000 Penalty: 3023.804199
	Iteration 44Q: 3 clusters Score -1327670 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1327666.875000 Penalty: 3023.804199
	Iteration 45Q: 3 clusters Score -1327667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1327665.375000 Penalty: 3023.804199
	Iteration 46Q: 3 clusters Score -1327665 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1327633.250000 Penalty: 3023.804199
	Iteration 47Q: 3 clusters Score -1327633 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1327666.500000 Penalty: 3023.804199
	Iteration 48Q: 3 clusters Score -1327666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1327643.375000 Penalty: 3023.804199
	Iteration 49Q: 3 clusters Score -1327643 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1327645.750000 Penalty: 3023.804199
	Iteration 50Q: 3 clusters Score -1327646 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1327667.500000 Penalty: 3023.804199
	Iteration 51Q: 3 clusters Score -1327668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1327655.500000 Penalty: 3023.804199
	Iteration 52Q: 3 clusters Score -1327656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1327648.250000 Penalty: 3023.804199
	Iteration 53Q: 3 clusters Score -1327648 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1327630.125000 Penalty: 3023.804199
	Iteration 54Q: 3 clusters Score -1327630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1327669.500000 Penalty: 3023.804199
	Iteration 55Q: 3 clusters Score -1327670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1327702.500000 Penalty: 3023.804199
	Iteration 56Q: 3 clusters Score -1327702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1327676.250000 Penalty: 3023.804199
	Iteration 57Q: 3 clusters Score -1327676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1327674.750000 Penalty: 3023.804199
	Iteration 58Q: 3 clusters Score -1327675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1327648.250000 Penalty: 3023.804199
	Iteration 59Q: 3 clusters Score -1327648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1327629.500000 Penalty: 3023.804199
	Iteration 60F: 3 clusters Score -1327630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1327623.000000 Penalty: 3023.804199
	Iteration 61Q: 3 clusters Score -1327623 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1327673.500000 Penalty: 3023.804199
	Iteration 62Q: 3 clusters Score -1327674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1327470.125000 Penalty: 3023.804199
	Iteration 63Q: 3 clusters Score -1327470 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1327441.625000 Penalty: 3023.804199
	Iteration 64Q: 3 clusters Score -1327442 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1327529.500000 Penalty: 3023.804199
	Iteration 65Q: 3 clusters Score -1327530 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1327621.250000 Penalty: 3023.804199
	Iteration 66Q: 3 clusters Score -1327621 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1327585.875000 Penalty: 3023.804199
	Iteration 67Q: 3 clusters Score -1327586 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1327620.000000 Penalty: 3023.804199
	Iteration 68Q: 3 clusters Score -1327620 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1327629.250000 Penalty: 3023.804199
	Iteration 69Q: 3 clusters Score -1327629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1327638.500000 Penalty: 3023.804199
	Iteration 70Q: 3 clusters Score -1327638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1327638.500000 Penalty: 3023.804199
	Iteration 71F: 3 clusters Score -1327638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (112484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112484 members 
Entering Unmasked Estep 
Score: -13297444.000000 Penalty: 1889.967041
	Iteration 0F: 2 clusters Score -1.329744e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56100 members 
Mstep: Class 2 contains 56384 members 
Entering Unmasked Estep 
Score: -13225450.000000 Penalty: 3779.934082
	Iteration 0F: 3 clusters Score -1.322545e+07 nChanged 54329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55457 members 
Mstep: Class 2 contains 57027 members 
Entering Unmasked Estep 
Score: -13257550.000000 Penalty: 3779.934082
	Iteration 1F: 3 clusters Score -1.325755e+07 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55979 members 
Mstep: Class 2 contains 56505 members 
Entering Unmasked Estep 
Score: -13258919.000000 Penalty: 3779.934082
	Iteration 2Q: 3 clusters Score -1.325892e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57026 members 
Mstep: Class 2 contains 55458 members 
Entering Unmasked Estep 
Score: -13260815.000000 Penalty: 3779.934082
	Iteration 3Q: 3 clusters Score -1.326082e+07 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58890 members 
Mstep: Class 2 contains 53594 members 
Entering Unmasked Estep 
Score: -13263735.000000 Penalty: 3779.934082
	Iteration 4F: 3 clusters Score -1.326374e+07 nChanged 6628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61512 members 
Mstep: Class 2 contains 50972 members 
Entering Unmasked Estep 
Score: -13268610.000000 Penalty: 3779.934082
	Iteration 5F: 3 clusters Score -1.326861e+07 nChanged 7678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64662 members 
Mstep: Class 2 contains 47822 members 
Entering Unmasked Estep 
Score: -13275853.000000 Penalty: 3779.934082
	Iteration 6F: 3 clusters Score -1.327585e+07 nChanged 8066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67906 members 
Mstep: Class 2 contains 44578 members 
Entering Unmasked Estep 
Score: -13283746.000000 Penalty: 3779.934082
	Iteration 7F: 3 clusters Score -1.328375e+07 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70555 members 
Mstep: Class 2 contains 41929 members 
Entering Unmasked Estep 
Score: -13288416.000000 Penalty: 3779.934082
	Iteration 8F: 3 clusters Score -1.328842e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72975 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
Score: -13290963.000000 Penalty: 3779.934082
	Iteration 9Q: 3 clusters Score -1.329096e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75159 members 
Mstep: Class 2 contains 37325 members 
Entering Unmasked Estep 
Score: -13292650.000000 Penalty: 3779.934082
	Iteration 10Q: 3 clusters Score -1.329265e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77292 members 
Mstep: Class 2 contains 35192 members 
Entering Unmasked Estep 
Score: -13293722.000000 Penalty: 3779.934082
	Iteration 11Q: 3 clusters Score -1.329372e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79263 members 
Mstep: Class 2 contains 33221 members 
Entering Unmasked Estep 
Score: -13294451.000000 Penalty: 3779.934082
	Iteration 12Q: 3 clusters Score -1.329445e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80991 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -13294898.000000 Penalty: 3779.934082
	Iteration 13Q: 3 clusters Score -1.32949e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82599 members 
Mstep: Class 2 contains 29885 members 
Entering Unmasked Estep 
Score: -13296010.000000 Penalty: 3779.934082
	Iteration 14Q: 3 clusters Score -1.329601e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83706 members 
Mstep: Class 2 contains 28778 members 
Entering Unmasked Estep 
Score: -13297133.000000 Penalty: 3779.934082
	Iteration 15Q: 3 clusters Score -1.329713e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84406 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -13297777.000000 Penalty: 3779.934082
	Iteration 16Q: 3 clusters Score -1.329778e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84794 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -13298063.000000 Penalty: 3779.934082
	Iteration 17Q: 3 clusters Score -1.329806e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84944 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -13298163.000000 Penalty: 3779.934082
	Iteration 18Q: 3 clusters Score -1.329816e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85023 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -13298290.000000 Penalty: 3779.934082
	Iteration 19Q: 3 clusters Score -1.329829e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85140 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -13298356.000000 Penalty: 3779.934082
	Iteration 20F: 3 clusters Score -1.329836e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85291 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -13298418.000000 Penalty: 3779.934082
	Iteration 21Q: 3 clusters Score -1.329842e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85361 members 
Mstep: Class 2 contains 27123 members 
Entering Unmasked Estep 
Score: -13298417.000000 Penalty: 3779.934082
	Iteration 22Q: 3 clusters Score -1.329842e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85354 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -13298411.000000 Penalty: 3779.934082
	Iteration 23Q: 3 clusters Score -1.329841e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85297 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -13298407.000000 Penalty: 3779.934082
	Iteration 24Q: 3 clusters Score -1.329841e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85323 members 
Mstep: Class 2 contains 27161 members 
Entering Unmasked Estep 
Score: -13298427.000000 Penalty: 3779.934082
	Iteration 25Q: 3 clusters Score -1.329843e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85342 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -13298413.000000 Penalty: 3779.934082
	Iteration 26Q: 3 clusters Score -1.329841e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85329 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -13298432.000000 Penalty: 3779.934082
	Iteration 27Q: 3 clusters Score -1.329843e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85347 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -13298428.000000 Penalty: 3779.934082
	Iteration 28Q: 3 clusters Score -1.329843e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85393 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -13298424.000000 Penalty: 3779.934082
	Iteration 29Q: 3 clusters Score -1.329842e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85400 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -13298408.000000 Penalty: 3779.934082
	Iteration 30Q: 3 clusters Score -1.329841e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85379 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -13298407.000000 Penalty: 3779.934082
	Iteration 31Q: 3 clusters Score -1.329841e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85427 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -13298423.000000 Penalty: 3779.934082
	Iteration 32Q: 3 clusters Score -1.329842e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85408 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -13298413.000000 Penalty: 3779.934082
	Iteration 33Q: 3 clusters Score -1.329841e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85410 members 
Mstep: Class 2 contains 27074 members 
Entering Unmasked Estep 
Score: -13298419.000000 Penalty: 3779.934082
	Iteration 34Q: 3 clusters Score -1.329842e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85399 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -13298428.000000 Penalty: 3779.934082
	Iteration 35Q: 3 clusters Score -1.329843e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85362 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -13298422.000000 Penalty: 3779.934082
	Iteration 36Q: 3 clusters Score -1.329842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85359 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -13298420.000000 Penalty: 3779.934082
	Iteration 37Q: 3 clusters Score -1.329842e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85359 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -13298420.000000 Penalty: 3779.934082
	Iteration 38F: 3 clusters Score -1.329842e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 3473 members 
Mstep: Class 3 contains 20191 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 36366 members 
Mstep: Class 6 contains 73634 members 
Mstep: Class 7 contains 16064 members 
Mstep: Class 8 contains 36372 members 
Mstep: Class 9 contains 32009 members 
Mstep: Class 10 contains 16217 members 
Mstep: Class 11 contains 6107 members 
Mstep: Class 12 contains 64909 members 
Mstep: Class 13 contains 4154 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 29217 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 147623 members 
Mstep: Class 20 contains 33206 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 37472 members 
Mstep: Class 23 contains 9692 members 
Mstep: Class 24 contains 68782 members 
Mstep: Class 25 contains 83634 members 
Mstep: Class 26 contains 26644 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2584 members 
Mstep: Class 30 contains 49539 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54444 members 
Mstep: Class 34 contains 1333 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 64490 members 
Mstep: Class 38 contains 12758 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10566 members 
Mstep: Class 41 contains 102384 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98570 members 
Mstep: Class 45 contains 191972 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 53091 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 123249 members 
Mstep: Class 50 contains 55124 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 10982 members 
Mstep: Class 53 contains 85359 members 
Mstep: Class 54 contains 12048 members 
Mstep: Class 55 contains 27125 members 
Entering Unmasked Estep 
Score: -194733120.000000 Penalty: 128338.117188
Splitting cluster 53 changes total score from -194732512.000000 to -194733120.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 54 (12048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Entering Unmasked Estep 
Score: -1410813.625000 Penalty: 1526.956299
	Iteration 0F: 2 clusters Score -1410814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1402459.250000 Penalty: 3053.912598
	Iteration 0F: 3 clusters Score -1402459 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1405642.875000 Penalty: 3053.912598
	Iteration 1F: 3 clusters Score -1405643 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1406567.625000 Penalty: 3053.912598
	Iteration 2F: 3 clusters Score -1406568 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1407593.375000 Penalty: 3053.912598
	Iteration 3F: 3 clusters Score -1407593 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1408530.000000 Penalty: 3053.912598
	Iteration 4F: 3 clusters Score -1408530 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1409329.125000 Penalty: 3053.912598
	Iteration 5F: 3 clusters Score -1409329 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1409935.000000 Penalty: 3053.912598
	Iteration 6F: 3 clusters Score -1409935 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1410248.500000 Penalty: 3053.912598
	Iteration 7Q: 3 clusters Score -1410248 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1410373.250000 Penalty: 3053.912598
	Iteration 8Q: 3 clusters Score -1410373 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1410426.000000 Penalty: 3053.912598
	Iteration 9Q: 3 clusters Score -1410426 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1410444.500000 Penalty: 3053.912598
	Iteration 10Q: 3 clusters Score -1410444 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1410454.375000 Penalty: 3053.912598
	Iteration 11Q: 3 clusters Score -1410454 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1410461.250000 Penalty: 3053.912598
	Iteration 12Q: 3 clusters Score -1410461 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1410472.875000 Penalty: 3053.912598
	Iteration 13Q: 3 clusters Score -1410473 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1410474.375000 Penalty: 3053.912598
	Iteration 14Q: 3 clusters Score -1410474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1410476.000000 Penalty: 3053.912598
	Iteration 15Q: 3 clusters Score -1410476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1410476.375000 Penalty: 3053.912598
	Iteration 16Q: 3 clusters Score -1410476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1410476.500000 Penalty: 3053.912598
	Iteration 17Q: 3 clusters Score -1410476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1410477.250000 Penalty: 3053.912598
	Iteration 18Q: 3 clusters Score -1410477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1410478.750000 Penalty: 3053.912598
	Iteration 19Q: 3 clusters Score -1410479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1410480.250000 Penalty: 3053.912598
	Iteration 20F: 3 clusters Score -1410480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 3473 members 
Mstep: Class 3 contains 20191 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 36366 members 
Mstep: Class 6 contains 73634 members 
Mstep: Class 7 contains 16064 members 
Mstep: Class 8 contains 36372 members 
Mstep: Class 9 contains 32009 members 
Mstep: Class 10 contains 16217 members 
Mstep: Class 11 contains 6107 members 
Mstep: Class 12 contains 64909 members 
Mstep: Class 13 contains 4154 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 29217 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 147623 members 
Mstep: Class 20 contains 33206 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 37472 members 
Mstep: Class 23 contains 9692 members 
Mstep: Class 24 contains 68782 members 
Mstep: Class 25 contains 83634 members 
Mstep: Class 26 contains 26644 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2584 members 
Mstep: Class 30 contains 49539 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54444 members 
Mstep: Class 34 contains 1333 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 64490 members 
Mstep: Class 38 contains 12758 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10566 members 
Mstep: Class 41 contains 102384 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98570 members 
Mstep: Class 45 contains 191972 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 53091 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 123249 members 
Mstep: Class 50 contains 55124 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 10982 members 
Mstep: Class 53 contains 85359 members 
Mstep: Class 54 contains 12048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194734272.000000 Penalty: 128338.117188
Iteration 319Q: 56 clusters Score -1.947343e+08 nChanged 7952
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 3473 members 
Mstep: Class 3 contains 20168 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 36350 members 
Mstep: Class 6 contains 73643 members 
Mstep: Class 7 contains 15685 members 
Mstep: Class 8 contains 36396 members 
Mstep: Class 9 contains 32006 members 
Mstep: Class 10 contains 16215 members 
Mstep: Class 11 contains 6068 members 
Mstep: Class 12 contains 64943 members 
Mstep: Class 13 contains 4158 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 29320 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 147476 members 
Mstep: Class 20 contains 32973 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 37508 members 
Mstep: Class 23 contains 9694 members 
Mstep: Class 24 contains 69199 members 
Mstep: Class 25 contains 83566 members 
Mstep: Class 26 contains 26619 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2583 members 
Mstep: Class 30 contains 49223 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54479 members 
Mstep: Class 34 contains 1333 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 64466 members 
Mstep: Class 38 contains 12760 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10565 members 
Mstep: Class 41 contains 103485 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98569 members 
Mstep: Class 45 contains 191969 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 53361 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 124870 members 
Mstep: Class 50 contains 55408 members 
Mstep: Class 51 contains 777 members 
Mstep: Class 52 contains 10852 members 
Mstep: Class 53 contains 83138 members 
Mstep: Class 54 contains 12045 members 
Mstep: Class 55 contains 26799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194733520.000000 Penalty: 128338.117188
Iteration 320F: 56 clusters Score -1.947335e+08 nChanged 14261
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 3473 members 
Mstep: Class 3 contains 20248 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 36271 members 
Mstep: Class 6 contains 73649 members 
Mstep: Class 7 contains 15343 members 
Mstep: Class 8 contains 36434 members 
Mstep: Class 9 contains 32005 members 
Mstep: Class 10 contains 16219 members 
Mstep: Class 11 contains 6036 members 
Mstep: Class 12 contains 64741 members 
Mstep: Class 13 contains 4160 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 29598 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 147127 members 
Mstep: Class 20 contains 33099 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 37451 members 
Mstep: Class 23 contains 9686 members 
Mstep: Class 24 contains 67416 members 
Mstep: Class 25 contains 83401 members 
Mstep: Class 26 contains 26598 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2582 members 
Mstep: Class 30 contains 48823 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54498 members 
Mstep: Class 34 contains 1334 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 64275 members 
Mstep: Class 38 contains 12761 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10566 members 
Mstep: Class 41 contains 104728 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98563 members 
Mstep: Class 45 contains 191971 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 53510 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 127489 members 
Mstep: Class 50 contains 57778 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 10447 members 
Mstep: Class 53 contains 80372 members 
Mstep: Class 54 contains 12042 members 
Mstep: Class 55 contains 26693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194731216.000000 Penalty: 128338.117188
Iteration 321Q: 56 clusters Score -1.947312e+08 nChanged 15744
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 3473 members 
Mstep: Class 3 contains 20394 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 36228 members 
Mstep: Class 6 contains 73655 members 
Mstep: Class 7 contains 15031 members 
Mstep: Class 8 contains 36478 members 
Mstep: Class 9 contains 31998 members 
Mstep: Class 10 contains 16214 members 
Mstep: Class 11 contains 6037 members 
Mstep: Class 12 contains 64589 members 
Mstep: Class 13 contains 4160 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1908 members 
Mstep: Class 16 contains 29999 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 146861 members 
Mstep: Class 20 contains 32857 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 37396 members 
Mstep: Class 23 contains 9683 members 
Mstep: Class 24 contains 65706 members 
Mstep: Class 25 contains 83289 members 
Mstep: Class 26 contains 26577 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2581 members 
Mstep: Class 30 contains 48341 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54505 members 
Mstep: Class 34 contains 1334 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 63944 members 
Mstep: Class 38 contains 12765 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10566 members 
Mstep: Class 41 contains 105721 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98542 members 
Mstep: Class 45 contains 191984 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 53558 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 131246 members 
Mstep: Class 50 contains 60221 members 
Mstep: Class 51 contains 779 members 
Mstep: Class 52 contains 10529 members 
Mstep: Class 53 contains 76860 members 
Mstep: Class 54 contains 12036 members 
Mstep: Class 55 contains 26061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194729616.000000 Penalty: 128338.117188
Iteration 322Q: 56 clusters Score -1.947296e+08 nChanged 16000
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 3473 members 
Mstep: Class 3 contains 20465 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 36173 members 
Mstep: Class 6 contains 73675 members 
Mstep: Class 7 contains 14722 members 
Mstep: Class 8 contains 36519 members 
Mstep: Class 9 contains 31995 members 
Mstep: Class 10 contains 16200 members 
Mstep: Class 11 contains 6034 members 
Mstep: Class 12 contains 64391 members 
Mstep: Class 13 contains 4159 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 30565 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 146453 members 
Mstep: Class 20 contains 32981 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 37361 members 
Mstep: Class 23 contains 9676 members 
Mstep: Class 24 contains 63935 members 
Mstep: Class 25 contains 83277 members 
Mstep: Class 26 contains 26557 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2580 members 
Mstep: Class 30 contains 47825 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54493 members 
Mstep: Class 34 contains 1334 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 63415 members 
Mstep: Class 38 contains 12767 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10569 members 
Mstep: Class 41 contains 107165 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98533 members 
Mstep: Class 45 contains 192003 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 53627 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 134654 members 
Mstep: Class 50 contains 62851 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 10180 members 
Mstep: Class 53 contains 73289 members 
Mstep: Class 54 contains 12028 members 
Mstep: Class 55 contains 25491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728160.000000 Penalty: 128338.117188
Iteration 323Q: 56 clusters Score -1.947282e+08 nChanged 16017
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 3474 members 
Mstep: Class 3 contains 20528 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 36128 members 
Mstep: Class 6 contains 73692 members 
Mstep: Class 7 contains 14432 members 
Mstep: Class 8 contains 36545 members 
Mstep: Class 9 contains 31989 members 
Mstep: Class 10 contains 16198 members 
Mstep: Class 11 contains 6052 members 
Mstep: Class 12 contains 64256 members 
Mstep: Class 13 contains 4159 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 30919 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 146143 members 
Mstep: Class 20 contains 33002 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 37355 members 
Mstep: Class 23 contains 9672 members 
Mstep: Class 24 contains 62251 members 
Mstep: Class 25 contains 83302 members 
Mstep: Class 26 contains 26525 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2578 members 
Mstep: Class 30 contains 47280 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54479 members 
Mstep: Class 34 contains 1335 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 62794 members 
Mstep: Class 38 contains 12771 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10572 members 
Mstep: Class 41 contains 108708 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98498 members 
Mstep: Class 45 contains 192012 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 53824 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 137856 members 
Mstep: Class 50 contains 65382 members 
Mstep: Class 51 contains 778 members 
Mstep: Class 52 contains 10007 members 
Mstep: Class 53 contains 69618 members 
Mstep: Class 54 contains 12022 members 
Mstep: Class 55 contains 25055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194725520.000000 Penalty: 128338.117188
Iteration 324Q: 56 clusters Score -1.947255e+08 nChanged 16247
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 3473 members 
Mstep: Class 3 contains 20584 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 36082 members 
Mstep: Class 6 contains 73701 members 
Mstep: Class 7 contains 14110 members 
Mstep: Class 8 contains 36570 members 
Mstep: Class 9 contains 31984 members 
Mstep: Class 10 contains 16198 members 
Mstep: Class 11 contains 6107 members 
Mstep: Class 12 contains 64158 members 
Mstep: Class 13 contains 4158 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1906 members 
Mstep: Class 16 contains 31312 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 145691 members 
Mstep: Class 20 contains 32932 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 37359 members 
Mstep: Class 23 contains 9665 members 
Mstep: Class 24 contains 60783 members 
Mstep: Class 25 contains 83321 members 
Mstep: Class 26 contains 26494 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2578 members 
Mstep: Class 30 contains 46901 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54478 members 
Mstep: Class 34 contains 1333 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 61915 members 
Mstep: Class 38 contains 12771 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10575 members 
Mstep: Class 41 contains 110785 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98475 members 
Mstep: Class 45 contains 192028 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 54014 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 140652 members 
Mstep: Class 50 contains 67996 members 
Mstep: Class 51 contains 777 members 
Mstep: Class 52 contains 9834 members 
Mstep: Class 53 contains 65826 members 
Mstep: Class 54 contains 12018 members 
Mstep: Class 55 contains 24553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194724432.000000 Penalty: 128338.117188
Iteration 325Q: 56 clusters Score -1.947244e+08 nChanged 17287
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 3473 members 
Mstep: Class 3 contains 20670 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 36023 members 
Mstep: Class 6 contains 73713 members 
Mstep: Class 7 contains 13767 members 
Mstep: Class 8 contains 36604 members 
Mstep: Class 9 contains 31988 members 
Mstep: Class 10 contains 16192 members 
Mstep: Class 11 contains 6186 members 
Mstep: Class 12 contains 64070 members 
Mstep: Class 13 contains 4154 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1906 members 
Mstep: Class 16 contains 31709 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 145237 members 
Mstep: Class 20 contains 32822 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 37368 members 
Mstep: Class 23 contains 9652 members 
Mstep: Class 24 contains 59462 members 
Mstep: Class 25 contains 83321 members 
Mstep: Class 26 contains 26468 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2578 members 
Mstep: Class 30 contains 46523 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54482 members 
Mstep: Class 34 contains 1334 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 60765 members 
Mstep: Class 38 contains 12771 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10571 members 
Mstep: Class 41 contains 113774 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98457 members 
Mstep: Class 45 contains 192033 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 54070 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 142259 members 
Mstep: Class 50 contains 70679 members 
Mstep: Class 51 contains 777 members 
Mstep: Class 52 contains 10003 members 
Mstep: Class 53 contains 62023 members 
Mstep: Class 54 contains 12008 members 
Mstep: Class 55 contains 24207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194723776.000000 Penalty: 128338.117188
Iteration 326Q: 56 clusters Score -1.947238e+08 nChanged 17230
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 3473 members 
Mstep: Class 3 contains 20855 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 35946 members 
Mstep: Class 6 contains 73724 members 
Mstep: Class 7 contains 13505 members 
Mstep: Class 8 contains 36646 members 
Mstep: Class 9 contains 31986 members 
Mstep: Class 10 contains 16191 members 
Mstep: Class 11 contains 6282 members 
Mstep: Class 12 contains 63908 members 
Mstep: Class 13 contains 4151 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1906 members 
Mstep: Class 16 contains 32256 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 144483 members 
Mstep: Class 20 contains 32699 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 37358 members 
Mstep: Class 23 contains 9649 members 
Mstep: Class 24 contains 58198 members 
Mstep: Class 25 contains 83324 members 
Mstep: Class 26 contains 26443 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2578 members 
Mstep: Class 30 contains 46449 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54428 members 
Mstep: Class 34 contains 1333 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 59385 members 
Mstep: Class 38 contains 12773 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10571 members 
Mstep: Class 41 contains 117697 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98448 members 
Mstep: Class 45 contains 192037 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 54071 members 
Mstep: Class 48 contains 312 members 
Mstep: Class 49 contains 141933 members 
Mstep: Class 50 contains 73333 members 
Mstep: Class 51 contains 777 members 
Mstep: Class 52 contains 10149 members 
Mstep: Class 53 contains 58991 members 
Mstep: Class 54 contains 12002 members 
Mstep: Class 55 contains 24148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194723984.000000 Penalty: 128338.117188
Iteration 327Q: 56 clusters Score -1.94724e+08 nChanged 16871
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 3473 members 
Mstep: Class 3 contains 21062 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 35875 members 
Mstep: Class 6 contains 73728 members 
Mstep: Class 7 contains 13259 members 
Mstep: Class 8 contains 36681 members 
Mstep: Class 9 contains 31988 members 
Mstep: Class 10 contains 16194 members 
Mstep: Class 11 contains 6366 members 
Mstep: Class 12 contains 63752 members 
Mstep: Class 13 contains 4152 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1906 members 
Mstep: Class 16 contains 32991 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 143751 members 
Mstep: Class 20 contains 32701 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37362 members 
Mstep: Class 23 contains 9646 members 
Mstep: Class 24 contains 57065 members 
Mstep: Class 25 contains 83347 members 
Mstep: Class 26 contains 26420 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2578 members 
Mstep: Class 30 contains 46163 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54371 members 
Mstep: Class 34 contains 1332 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 57957 members 
Mstep: Class 38 contains 12777 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10574 members 
Mstep: Class 41 contains 121703 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98454 members 
Mstep: Class 45 contains 192044 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 53994 members 
Mstep: Class 48 contains 312 members 
Mstep: Class 49 contains 141226 members 
Mstep: Class 50 contains 75895 members 
Mstep: Class 51 contains 776 members 
Mstep: Class 52 contains 10286 members 
Mstep: Class 53 contains 56171 members 
Mstep: Class 54 contains 11995 members 
Mstep: Class 55 contains 24039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194724272.000000 Penalty: 128338.117188
Iteration 328Q: 56 clusters Score -1.947243e+08 nChanged 17742
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 3472 members 
Mstep: Class 3 contains 21232 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 35765 members 
Mstep: Class 6 contains 73728 members 
Mstep: Class 7 contains 13037 members 
Mstep: Class 8 contains 36713 members 
Mstep: Class 9 contains 31989 members 
Mstep: Class 10 contains 16190 members 
Mstep: Class 11 contains 6423 members 
Mstep: Class 12 contains 63596 members 
Mstep: Class 13 contains 4151 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1906 members 
Mstep: Class 16 contains 33483 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 143080 members 
Mstep: Class 20 contains 32727 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37381 members 
Mstep: Class 23 contains 9642 members 
Mstep: Class 24 contains 56019 members 
Mstep: Class 25 contains 83370 members 
Mstep: Class 26 contains 26394 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2578 members 
Mstep: Class 30 contains 45835 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54337 members 
Mstep: Class 34 contains 1332 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 56588 members 
Mstep: Class 38 contains 12778 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10581 members 
Mstep: Class 41 contains 126688 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98488 members 
Mstep: Class 45 contains 192049 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 53988 members 
Mstep: Class 48 contains 313 members 
Mstep: Class 49 contains 138991 members 
Mstep: Class 50 contains 78268 members 
Mstep: Class 51 contains 776 members 
Mstep: Class 52 contains 10828 members 
Mstep: Class 53 contains 53591 members 
Mstep: Class 54 contains 11989 members 
Mstep: Class 55 contains 24065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194723696.000000 Penalty: 128338.117188
Iteration 329Q: 56 clusters Score -1.947237e+08 nChanged 17416
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 3472 members 
Mstep: Class 3 contains 21460 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 35669 members 
Mstep: Class 6 contains 73741 members 
Mstep: Class 7 contains 12794 members 
Mstep: Class 8 contains 36748 members 
Mstep: Class 9 contains 31991 members 
Mstep: Class 10 contains 16182 members 
Mstep: Class 11 contains 6492 members 
Mstep: Class 12 contains 63476 members 
Mstep: Class 13 contains 4151 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1906 members 
Mstep: Class 16 contains 33713 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 142466 members 
Mstep: Class 20 contains 32859 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37413 members 
Mstep: Class 23 contains 9636 members 
Mstep: Class 24 contains 55109 members 
Mstep: Class 25 contains 83428 members 
Mstep: Class 26 contains 26370 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2579 members 
Mstep: Class 30 contains 45613 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54249 members 
Mstep: Class 34 contains 1331 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 55191 members 
Mstep: Class 38 contains 12779 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10587 members 
Mstep: Class 41 contains 132301 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98512 members 
Mstep: Class 45 contains 192040 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 54125 members 
Mstep: Class 48 contains 311 members 
Mstep: Class 49 contains 135374 members 
Mstep: Class 50 contains 80550 members 
Mstep: Class 51 contains 775 members 
Mstep: Class 52 contains 11160 members 
Mstep: Class 53 contains 51523 members 
Mstep: Class 54 contains 11986 members 
Mstep: Class 55 contains 24307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194723088.000000 Penalty: 128338.117188
Iteration 330Q: 56 clusters Score -1.947231e+08 nChanged 16998
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 3472 members 
Mstep: Class 3 contains 21555 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 35575 members 
Mstep: Class 6 contains 73753 members 
Mstep: Class 7 contains 12570 members 
Mstep: Class 8 contains 36772 members 
Mstep: Class 9 contains 31990 members 
Mstep: Class 10 contains 16180 members 
Mstep: Class 11 contains 6552 members 
Mstep: Class 12 contains 63315 members 
Mstep: Class 13 contains 4145 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 34055 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 141855 members 
Mstep: Class 20 contains 33012 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37452 members 
Mstep: Class 23 contains 9639 members 
Mstep: Class 24 contains 54249 members 
Mstep: Class 25 contains 83492 members 
Mstep: Class 26 contains 26344 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2579 members 
Mstep: Class 30 contains 45189 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54295 members 
Mstep: Class 34 contains 1334 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 53838 members 
Mstep: Class 38 contains 12779 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10590 members 
Mstep: Class 41 contains 137751 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98524 members 
Mstep: Class 45 contains 192054 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 54172 members 
Mstep: Class 48 contains 311 members 
Mstep: Class 49 contains 131022 members 
Mstep: Class 50 contains 82751 members 
Mstep: Class 51 contains 775 members 
Mstep: Class 52 contains 11947 members 
Mstep: Class 53 contains 50042 members 
Mstep: Class 54 contains 11981 members 
Mstep: Class 55 contains 24565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194722064.000000 Penalty: 128338.117188
Iteration 331Q: 56 clusters Score -1.947221e+08 nChanged 14176
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 3472 members 
Mstep: Class 3 contains 21766 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 35507 members 
Mstep: Class 6 contains 73771 members 
Mstep: Class 7 contains 12365 members 
Mstep: Class 8 contains 36791 members 
Mstep: Class 9 contains 31983 members 
Mstep: Class 10 contains 16175 members 
Mstep: Class 11 contains 6632 members 
Mstep: Class 12 contains 63192 members 
Mstep: Class 13 contains 4144 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 34313 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 141268 members 
Mstep: Class 20 contains 33349 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37488 members 
Mstep: Class 23 contains 9642 members 
Mstep: Class 24 contains 53398 members 
Mstep: Class 25 contains 83577 members 
Mstep: Class 26 contains 26323 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2579 members 
Mstep: Class 30 contains 44750 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54294 members 
Mstep: Class 34 contains 1334 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 53082 members 
Mstep: Class 38 contains 12779 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10594 members 
Mstep: Class 41 contains 142388 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98535 members 
Mstep: Class 45 contains 192054 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 54178 members 
Mstep: Class 48 contains 310 members 
Mstep: Class 49 contains 127209 members 
Mstep: Class 50 contains 84357 members 
Mstep: Class 51 contains 775 members 
Mstep: Class 52 contains 12358 members 
Mstep: Class 53 contains 48954 members 
Mstep: Class 54 contains 11973 members 
Mstep: Class 55 contains 24834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720320.000000 Penalty: 128338.117188
Iteration 332Q: 56 clusters Score -1.947203e+08 nChanged 11454
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 3472 members 
Mstep: Class 3 contains 22016 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 35400 members 
Mstep: Class 6 contains 73789 members 
Mstep: Class 7 contains 12190 members 
Mstep: Class 8 contains 36821 members 
Mstep: Class 9 contains 31977 members 
Mstep: Class 10 contains 16170 members 
Mstep: Class 11 contains 6696 members 
Mstep: Class 12 contains 63060 members 
Mstep: Class 13 contains 4140 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 34454 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 140634 members 
Mstep: Class 20 contains 33683 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37508 members 
Mstep: Class 23 contains 9640 members 
Mstep: Class 24 contains 52630 members 
Mstep: Class 25 contains 83640 members 
Mstep: Class 26 contains 26306 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2579 members 
Mstep: Class 30 contains 44396 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54270 members 
Mstep: Class 34 contains 1334 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 53282 members 
Mstep: Class 38 contains 12779 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10599 members 
Mstep: Class 41 contains 144988 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98569 members 
Mstep: Class 45 contains 192066 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 54235 members 
Mstep: Class 48 contains 310 members 
Mstep: Class 49 contains 124686 members 
Mstep: Class 50 contains 85171 members 
Mstep: Class 51 contains 775 members 
Mstep: Class 52 contains 13283 members 
Mstep: Class 53 contains 48052 members 
Mstep: Class 54 contains 11970 members 
Mstep: Class 55 contains 24914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720336.000000 Penalty: 128338.117188
Iteration 333Q: 56 clusters Score -1.947203e+08 nChanged 8892
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 3474 members 
Mstep: Class 3 contains 22256 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 35318 members 
Mstep: Class 6 contains 73803 members 
Mstep: Class 7 contains 12063 members 
Mstep: Class 8 contains 36831 members 
Mstep: Class 9 contains 31974 members 
Mstep: Class 10 contains 16163 members 
Mstep: Class 11 contains 6768 members 
Mstep: Class 12 contains 62929 members 
Mstep: Class 13 contains 4138 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1905 members 
Mstep: Class 16 contains 34652 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 139986 members 
Mstep: Class 20 contains 34105 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37533 members 
Mstep: Class 23 contains 9643 members 
Mstep: Class 24 contains 51796 members 
Mstep: Class 25 contains 83704 members 
Mstep: Class 26 contains 26274 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2579 members 
Mstep: Class 30 contains 44201 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54218 members 
Mstep: Class 34 contains 1334 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 53927 members 
Mstep: Class 38 contains 12779 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10607 members 
Mstep: Class 41 contains 146053 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98571 members 
Mstep: Class 45 contains 192076 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 54239 members 
Mstep: Class 48 contains 310 members 
Mstep: Class 49 contains 123094 members 
Mstep: Class 50 contains 85772 members 
Mstep: Class 51 contains 775 members 
Mstep: Class 52 contains 14239 members 
Mstep: Class 53 contains 47555 members 
Mstep: Class 54 contains 11966 members 
Mstep: Class 55 contains 24764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720912.000000 Penalty: 128338.117188
Iteration 334Q: 56 clusters Score -1.947209e+08 nChanged 7819
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 3474 members 
Mstep: Class 3 contains 22430 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 35247 members 
Mstep: Class 6 contains 73811 members 
Mstep: Class 7 contains 11941 members 
Mstep: Class 8 contains 36832 members 
Mstep: Class 9 contains 31973 members 
Mstep: Class 10 contains 16161 members 
Mstep: Class 11 contains 6822 members 
Mstep: Class 12 contains 62812 members 
Mstep: Class 13 contains 4137 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1905 members 
Mstep: Class 16 contains 34955 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 139410 members 
Mstep: Class 20 contains 34661 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37559 members 
Mstep: Class 23 contains 9642 members 
Mstep: Class 24 contains 50869 members 
Mstep: Class 25 contains 83747 members 
Mstep: Class 26 contains 26257 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2579 members 
Mstep: Class 30 contains 43906 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54248 members 
Mstep: Class 34 contains 1336 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 54869 members 
Mstep: Class 38 contains 12779 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10611 members 
Mstep: Class 41 contains 146300 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98579 members 
Mstep: Class 45 contains 192082 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 54119 members 
Mstep: Class 48 contains 310 members 
Mstep: Class 49 contains 122162 members 
Mstep: Class 50 contains 86147 members 
Mstep: Class 51 contains 775 members 
Mstep: Class 52 contains 15226 members 
Mstep: Class 53 contains 46990 members 
Mstep: Class 54 contains 11963 members 
Mstep: Class 55 contains 24731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721376.000000 Penalty: 128338.117188
Iteration 335Q: 56 clusters Score -1.947214e+08 nChanged 6844
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 3475 members 
Mstep: Class 3 contains 22752 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 35181 members 
Mstep: Class 6 contains 73816 members 
Mstep: Class 7 contains 11834 members 
Mstep: Class 8 contains 36839 members 
Mstep: Class 9 contains 31969 members 
Mstep: Class 10 contains 16155 members 
Mstep: Class 11 contains 6862 members 
Mstep: Class 12 contains 62711 members 
Mstep: Class 13 contains 4135 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1905 members 
Mstep: Class 16 contains 35394 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 138586 members 
Mstep: Class 20 contains 35156 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37582 members 
Mstep: Class 23 contains 9641 members 
Mstep: Class 24 contains 49927 members 
Mstep: Class 25 contains 83805 members 
Mstep: Class 26 contains 26243 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2579 members 
Mstep: Class 30 contains 43809 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54230 members 
Mstep: Class 34 contains 1336 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 55903 members 
Mstep: Class 38 contains 12778 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10616 members 
Mstep: Class 41 contains 146646 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98585 members 
Mstep: Class 45 contains 192090 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 53876 members 
Mstep: Class 48 contains 309 members 
Mstep: Class 49 contains 121496 members 
Mstep: Class 50 contains 86472 members 
Mstep: Class 51 contains 775 members 
Mstep: Class 52 contains 15799 members 
Mstep: Class 53 contains 46509 members 
Mstep: Class 54 contains 11961 members 
Mstep: Class 55 contains 24614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194722448.000000 Penalty: 128338.117188
Iteration 336Q: 56 clusters Score -1.947224e+08 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 3476 members 
Mstep: Class 3 contains 22858 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 35133 members 
Mstep: Class 6 contains 73822 members 
Mstep: Class 7 contains 11736 members 
Mstep: Class 8 contains 36845 members 
Mstep: Class 9 contains 31965 members 
Mstep: Class 10 contains 16153 members 
Mstep: Class 11 contains 6879 members 
Mstep: Class 12 contains 62594 members 
Mstep: Class 13 contains 4135 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1905 members 
Mstep: Class 16 contains 35509 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 138263 members 
Mstep: Class 20 contains 35653 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37602 members 
Mstep: Class 23 contains 9642 members 
Mstep: Class 24 contains 49024 members 
Mstep: Class 25 contains 83868 members 
Mstep: Class 26 contains 26227 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2579 members 
Mstep: Class 30 contains 43241 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54282 members 
Mstep: Class 34 contains 1335 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 56913 members 
Mstep: Class 38 contains 12778 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10621 members 
Mstep: Class 41 contains 146670 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98604 members 
Mstep: Class 45 contains 192092 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 53935 members 
Mstep: Class 48 contains 309 members 
Mstep: Class 49 contains 120935 members 
Mstep: Class 50 contains 86767 members 
Mstep: Class 51 contains 775 members 
Mstep: Class 52 contains 16532 members 
Mstep: Class 53 contains 46237 members 
Mstep: Class 54 contains 11957 members 
Mstep: Class 55 contains 24485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194722832.000000 Penalty: 128338.117188
Iteration 337Q: 56 clusters Score -1.947228e+08 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 3476 members 
Mstep: Class 3 contains 22922 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 35092 members 
Mstep: Class 6 contains 73819 members 
Mstep: Class 7 contains 11644 members 
Mstep: Class 8 contains 36849 members 
Mstep: Class 9 contains 31969 members 
Mstep: Class 10 contains 16149 members 
Mstep: Class 11 contains 6922 members 
Mstep: Class 12 contains 62513 members 
Mstep: Class 13 contains 4138 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1905 members 
Mstep: Class 16 contains 35728 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 137549 members 
Mstep: Class 20 contains 35780 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37598 members 
Mstep: Class 23 contains 9643 members 
Mstep: Class 24 contains 48119 members 
Mstep: Class 25 contains 83893 members 
Mstep: Class 26 contains 26216 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2579 members 
Mstep: Class 30 contains 43062 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54364 members 
Mstep: Class 34 contains 1335 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 57918 members 
Mstep: Class 38 contains 12779 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10623 members 
Mstep: Class 41 contains 146580 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98605 members 
Mstep: Class 45 contains 192104 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 54024 members 
Mstep: Class 48 contains 310 members 
Mstep: Class 49 contains 120574 members 
Mstep: Class 50 contains 87037 members 
Mstep: Class 51 contains 775 members 
Mstep: Class 52 contains 17523 members 
Mstep: Class 53 contains 45891 members 
Mstep: Class 54 contains 11953 members 
Mstep: Class 55 contains 24370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194723344.000000 Penalty: 128338.117188
Iteration 338Q: 56 clusters Score -1.947233e+08 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 3476 members 
Mstep: Class 3 contains 23046 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 35055 members 
Mstep: Class 6 contains 73828 members 
Mstep: Class 7 contains 11553 members 
Mstep: Class 8 contains 36849 members 
Mstep: Class 9 contains 31972 members 
Mstep: Class 10 contains 16145 members 
Mstep: Class 11 contains 6963 members 
Mstep: Class 12 contains 62477 members 
Mstep: Class 13 contains 4137 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1905 members 
Mstep: Class 16 contains 35850 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 136875 members 
Mstep: Class 20 contains 35922 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37586 members 
Mstep: Class 23 contains 9644 members 
Mstep: Class 24 contains 47138 members 
Mstep: Class 25 contains 83928 members 
Mstep: Class 26 contains 26202 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2579 members 
Mstep: Class 30 contains 42940 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54412 members 
Mstep: Class 34 contains 1336 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 58996 members 
Mstep: Class 38 contains 12780 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10622 members 
Mstep: Class 41 contains 146741 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98653 members 
Mstep: Class 45 contains 192110 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 54095 members 
Mstep: Class 48 contains 309 members 
Mstep: Class 49 contains 120308 members 
Mstep: Class 50 contains 87203 members 
Mstep: Class 51 contains 775 members 
Mstep: Class 52 contains 18048 members 
Mstep: Class 53 contains 45481 members 
Mstep: Class 54 contains 11947 members 
Mstep: Class 55 contains 24452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194723968.000000 Penalty: 128338.117188
Iteration 339Q: 56 clusters Score -1.94724e+08 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 3476 members 
Mstep: Class 3 contains 23249 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 35000 members 
Mstep: Class 6 contains 73836 members 
Mstep: Class 7 contains 11464 members 
Mstep: Class 8 contains 36847 members 
Mstep: Class 9 contains 31973 members 
Mstep: Class 10 contains 16145 members 
Mstep: Class 11 contains 7000 members 
Mstep: Class 12 contains 62423 members 
Mstep: Class 13 contains 4136 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1905 members 
Mstep: Class 16 contains 36200 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 136079 members 
Mstep: Class 20 contains 36011 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 37539 members 
Mstep: Class 23 contains 9648 members 
Mstep: Class 24 contains 46121 members 
Mstep: Class 25 contains 83971 members 
Mstep: Class 26 contains 26183 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2579 members 
Mstep: Class 30 contains 42885 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54399 members 
Mstep: Class 34 contains 1336 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 60122 members 
Mstep: Class 38 contains 12780 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10626 members 
Mstep: Class 41 contains 146964 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98704 members 
Mstep: Class 45 contains 192129 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 54024 members 
Mstep: Class 48 contains 309 members 
Mstep: Class 49 contains 119928 members 
Mstep: Class 50 contains 87508 members 
Mstep: Class 51 contains 774 members 
Mstep: Class 52 contains 18438 members 
Mstep: Class 53 contains 45380 members 
Mstep: Class 54 contains 11944 members 
Mstep: Class 55 contains 24302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194725968.000000 Penalty: 128338.117188
Iteration 340F: 56 clusters Score -1.94726e+08 nChanged 9860
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 3476 members 
Mstep: Class 3 contains 23441 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34921 members 
Mstep: Class 6 contains 73836 members 
Mstep: Class 7 contains 11395 members 
Mstep: Class 8 contains 36851 members 
Mstep: Class 9 contains 31971 members 
Mstep: Class 10 contains 16147 members 
Mstep: Class 11 contains 7134 members 
Mstep: Class 12 contains 62352 members 
Mstep: Class 13 contains 4135 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1904 members 
Mstep: Class 16 contains 36360 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 135584 members 
Mstep: Class 20 contains 35896 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 37503 members 
Mstep: Class 23 contains 9644 members 
Mstep: Class 24 contains 45061 members 
Mstep: Class 25 contains 83976 members 
Mstep: Class 26 contains 26155 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2579 members 
Mstep: Class 30 contains 42443 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54306 members 
Mstep: Class 34 contains 1336 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 59982 members 
Mstep: Class 38 contains 12783 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10630 members 
Mstep: Class 41 contains 149144 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98792 members 
Mstep: Class 45 contains 192127 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 54061 members 
Mstep: Class 48 contains 309 members 
Mstep: Class 49 contains 116976 members 
Mstep: Class 50 contains 88953 members 
Mstep: Class 51 contains 774 members 
Mstep: Class 52 contains 19760 members 
Mstep: Class 53 contains 45308 members 
Mstep: Class 54 contains 11945 members 
Mstep: Class 55 contains 24395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194724912.000000 Penalty: 128338.117188
Iteration 341Q: 56 clusters Score -1.947249e+08 nChanged 9362
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 3475 members 
Mstep: Class 3 contains 23612 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34853 members 
Mstep: Class 6 contains 73832 members 
Mstep: Class 7 contains 11344 members 
Mstep: Class 8 contains 36860 members 
Mstep: Class 9 contains 31976 members 
Mstep: Class 10 contains 16150 members 
Mstep: Class 11 contains 7267 members 
Mstep: Class 12 contains 62297 members 
Mstep: Class 13 contains 4136 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1904 members 
Mstep: Class 16 contains 36532 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 134985 members 
Mstep: Class 20 contains 35830 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 37489 members 
Mstep: Class 23 contains 9643 members 
Mstep: Class 24 contains 44126 members 
Mstep: Class 25 contains 83979 members 
Mstep: Class 26 contains 26129 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 817 members 
Mstep: Class 29 contains 2579 members 
Mstep: Class 30 contains 42252 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54325 members 
Mstep: Class 34 contains 1338 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 59893 members 
Mstep: Class 38 contains 12786 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10629 members 
Mstep: Class 41 contains 149885 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98831 members 
Mstep: Class 45 contains 192134 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 54083 members 
Mstep: Class 48 contains 308 members 
Mstep: Class 49 contains 115277 members 
Mstep: Class 50 contains 90330 members 
Mstep: Class 51 contains 773 members 
Mstep: Class 52 contains 20605 members 
Mstep: Class 53 contains 45647 members 
Mstep: Class 54 contains 11943 members 
Mstep: Class 55 contains 24332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194726192.000000 Penalty: 128338.117188
Iteration 342Q: 56 clusters Score -1.947262e+08 nChanged 8600
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 3475 members 
Mstep: Class 3 contains 23797 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34778 members 
Mstep: Class 6 contains 73829 members 
Mstep: Class 7 contains 11302 members 
Mstep: Class 8 contains 36856 members 
Mstep: Class 9 contains 31980 members 
Mstep: Class 10 contains 16151 members 
Mstep: Class 11 contains 7371 members 
Mstep: Class 12 contains 62238 members 
Mstep: Class 13 contains 4135 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1904 members 
Mstep: Class 16 contains 36729 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 134296 members 
Mstep: Class 20 contains 35940 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37461 members 
Mstep: Class 23 contains 9642 members 
Mstep: Class 24 contains 43258 members 
Mstep: Class 25 contains 83966 members 
Mstep: Class 26 contains 26112 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 816 members 
Mstep: Class 29 contains 2580 members 
Mstep: Class 30 contains 41895 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54280 members 
Mstep: Class 34 contains 1339 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 59972 members 
Mstep: Class 38 contains 12792 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10628 members 
Mstep: Class 41 contains 149760 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98902 members 
Mstep: Class 45 contains 192135 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 54119 members 
Mstep: Class 48 contains 307 members 
Mstep: Class 49 contains 114520 members 
Mstep: Class 50 contains 91591 members 
Mstep: Class 51 contains 773 members 
Mstep: Class 52 contains 21537 members 
Mstep: Class 53 contains 45962 members 
Mstep: Class 54 contains 11940 members 
Mstep: Class 55 contains 24140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194727696.000000 Penalty: 128338.117188
Iteration 343Q: 56 clusters Score -1.947277e+08 nChanged 8345
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 3475 members 
Mstep: Class 3 contains 23903 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34703 members 
Mstep: Class 6 contains 73828 members 
Mstep: Class 7 contains 11263 members 
Mstep: Class 8 contains 36866 members 
Mstep: Class 9 contains 31981 members 
Mstep: Class 10 contains 16157 members 
Mstep: Class 11 contains 7445 members 
Mstep: Class 12 contains 62179 members 
Mstep: Class 13 contains 4131 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1904 members 
Mstep: Class 16 contains 36821 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 133556 members 
Mstep: Class 20 contains 36184 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37466 members 
Mstep: Class 23 contains 9648 members 
Mstep: Class 24 contains 42445 members 
Mstep: Class 25 contains 83933 members 
Mstep: Class 26 contains 26088 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 816 members 
Mstep: Class 29 contains 2579 members 
Mstep: Class 30 contains 41572 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54288 members 
Mstep: Class 34 contains 1339 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 59873 members 
Mstep: Class 38 contains 12794 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10630 members 
Mstep: Class 41 contains 148946 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98946 members 
Mstep: Class 45 contains 192136 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 54272 members 
Mstep: Class 48 contains 307 members 
Mstep: Class 49 contains 114118 members 
Mstep: Class 50 contains 92787 members 
Mstep: Class 51 contains 773 members 
Mstep: Class 52 contains 22745 members 
Mstep: Class 53 contains 46323 members 
Mstep: Class 54 contains 11938 members 
Mstep: Class 55 contains 24069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728624.000000 Penalty: 128338.117188
Iteration 344Q: 56 clusters Score -1.947286e+08 nChanged 7720
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 3475 members 
Mstep: Class 3 contains 24007 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34623 members 
Mstep: Class 6 contains 73831 members 
Mstep: Class 7 contains 11217 members 
Mstep: Class 8 contains 36865 members 
Mstep: Class 9 contains 31982 members 
Mstep: Class 10 contains 16167 members 
Mstep: Class 11 contains 7545 members 
Mstep: Class 12 contains 62148 members 
Mstep: Class 13 contains 4130 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1904 members 
Mstep: Class 16 contains 36954 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 132739 members 
Mstep: Class 20 contains 36233 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37460 members 
Mstep: Class 23 contains 9651 members 
Mstep: Class 24 contains 41651 members 
Mstep: Class 25 contains 83896 members 
Mstep: Class 26 contains 26066 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 816 members 
Mstep: Class 29 contains 2579 members 
Mstep: Class 30 contains 41379 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54320 members 
Mstep: Class 34 contains 1339 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 59850 members 
Mstep: Class 38 contains 12795 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10633 members 
Mstep: Class 41 contains 148066 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 98981 members 
Mstep: Class 45 contains 192138 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 54405 members 
Mstep: Class 48 contains 307 members 
Mstep: Class 49 contains 113876 members 
Mstep: Class 50 contains 93851 members 
Mstep: Class 51 contains 773 members 
Mstep: Class 52 contains 23926 members 
Mstep: Class 53 contains 46821 members 
Mstep: Class 54 contains 11935 members 
Mstep: Class 55 contains 23898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194730928.000000 Penalty: 128338.117188
Iteration 345Q: 56 clusters Score -1.947309e+08 nChanged 7996
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 3476 members 
Mstep: Class 3 contains 24268 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34543 members 
Mstep: Class 6 contains 73830 members 
Mstep: Class 7 contains 11171 members 
Mstep: Class 8 contains 36863 members 
Mstep: Class 9 contains 31984 members 
Mstep: Class 10 contains 16178 members 
Mstep: Class 11 contains 7629 members 
Mstep: Class 12 contains 62096 members 
Mstep: Class 13 contains 4129 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1903 members 
Mstep: Class 16 contains 37061 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 131834 members 
Mstep: Class 20 contains 35919 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37465 members 
Mstep: Class 23 contains 9653 members 
Mstep: Class 24 contains 40889 members 
Mstep: Class 25 contains 83835 members 
Mstep: Class 26 contains 26055 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 816 members 
Mstep: Class 29 contains 2579 members 
Mstep: Class 30 contains 41517 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54288 members 
Mstep: Class 34 contains 1340 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 59834 members 
Mstep: Class 38 contains 12799 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10639 members 
Mstep: Class 41 contains 146858 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 99024 members 
Mstep: Class 45 contains 192138 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 54428 members 
Mstep: Class 48 contains 307 members 
Mstep: Class 49 contains 113654 members 
Mstep: Class 50 contains 94871 members 
Mstep: Class 51 contains 773 members 
Mstep: Class 52 contains 25580 members 
Mstep: Class 53 contains 47367 members 
Mstep: Class 54 contains 11933 members 
Mstep: Class 55 contains 23708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194732080.000000 Penalty: 128338.117188
Iteration 346Q: 56 clusters Score -1.947321e+08 nChanged 7202
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 3477 members 
Mstep: Class 3 contains 24502 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34478 members 
Mstep: Class 6 contains 73839 members 
Mstep: Class 7 contains 11127 members 
Mstep: Class 8 contains 36854 members 
Mstep: Class 9 contains 31988 members 
Mstep: Class 10 contains 16179 members 
Mstep: Class 11 contains 7697 members 
Mstep: Class 12 contains 62068 members 
Mstep: Class 13 contains 4128 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1903 members 
Mstep: Class 16 contains 37019 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 131124 members 
Mstep: Class 20 contains 35503 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37479 members 
Mstep: Class 23 contains 9653 members 
Mstep: Class 24 contains 40162 members 
Mstep: Class 25 contains 83778 members 
Mstep: Class 26 contains 26038 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 816 members 
Mstep: Class 29 contains 2579 members 
Mstep: Class 30 contains 41600 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54228 members 
Mstep: Class 34 contains 1340 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 59931 members 
Mstep: Class 38 contains 12798 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10642 members 
Mstep: Class 41 contains 146059 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 99088 members 
Mstep: Class 45 contains 192137 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 54486 members 
Mstep: Class 48 contains 307 members 
Mstep: Class 49 contains 113653 members 
Mstep: Class 50 contains 95712 members 
Mstep: Class 51 contains 773 members 
Mstep: Class 52 contains 26713 members 
Mstep: Class 53 contains 47946 members 
Mstep: Class 54 contains 11929 members 
Mstep: Class 55 contains 23496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194733632.000000 Penalty: 128338.117188
Iteration 347Q: 56 clusters Score -1.947336e+08 nChanged 7106
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 3477 members 
Mstep: Class 3 contains 24611 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34439 members 
Mstep: Class 6 contains 73842 members 
Mstep: Class 7 contains 11069 members 
Mstep: Class 8 contains 36844 members 
Mstep: Class 9 contains 31989 members 
Mstep: Class 10 contains 16176 members 
Mstep: Class 11 contains 7772 members 
Mstep: Class 12 contains 62022 members 
Mstep: Class 13 contains 4128 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1903 members 
Mstep: Class 16 contains 37201 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 130195 members 
Mstep: Class 20 contains 35132 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37473 members 
Mstep: Class 23 contains 9660 members 
Mstep: Class 24 contains 39402 members 
Mstep: Class 25 contains 83689 members 
Mstep: Class 26 contains 26034 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 816 members 
Mstep: Class 29 contains 2579 members 
Mstep: Class 30 contains 41631 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54259 members 
Mstep: Class 34 contains 1338 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 60121 members 
Mstep: Class 38 contains 12798 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10641 members 
Mstep: Class 41 contains 145427 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 99131 members 
Mstep: Class 45 contains 192135 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 54600 members 
Mstep: Class 48 contains 307 members 
Mstep: Class 49 contains 113717 members 
Mstep: Class 50 contains 96566 members 
Mstep: Class 51 contains 773 members 
Mstep: Class 52 contains 27753 members 
Mstep: Class 53 contains 48431 members 
Mstep: Class 54 contains 11924 members 
Mstep: Class 55 contains 23210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194734672.000000 Penalty: 128338.117188
Iteration 348Q: 56 clusters Score -1.947347e+08 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 3477 members 
Mstep: Class 3 contains 24827 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34393 members 
Mstep: Class 6 contains 73845 members 
Mstep: Class 7 contains 11014 members 
Mstep: Class 8 contains 36825 members 
Mstep: Class 9 contains 31993 members 
Mstep: Class 10 contains 16180 members 
Mstep: Class 11 contains 7832 members 
Mstep: Class 12 contains 61971 members 
Mstep: Class 13 contains 4127 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1903 members 
Mstep: Class 16 contains 37024 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 129465 members 
Mstep: Class 20 contains 34634 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37491 members 
Mstep: Class 23 contains 9664 members 
Mstep: Class 24 contains 38650 members 
Mstep: Class 25 contains 83620 members 
Mstep: Class 26 contains 26035 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 816 members 
Mstep: Class 29 contains 2579 members 
Mstep: Class 30 contains 41741 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54274 members 
Mstep: Class 34 contains 1337 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 60437 members 
Mstep: Class 38 contains 12798 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10640 members 
Mstep: Class 41 contains 144624 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 99150 members 
Mstep: Class 45 contains 192133 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 54740 members 
Mstep: Class 48 contains 307 members 
Mstep: Class 49 contains 113756 members 
Mstep: Class 50 contains 97210 members 
Mstep: Class 51 contains 773 members 
Mstep: Class 52 contains 29104 members 
Mstep: Class 53 contains 48835 members 
Mstep: Class 54 contains 11918 members 
Mstep: Class 55 contains 23083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194735488.000000 Penalty: 128338.117188
Iteration 349Q: 56 clusters Score -1.947355e+08 nChanged 6391
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 3477 members 
Mstep: Class 3 contains 25021 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34361 members 
Mstep: Class 6 contains 73857 members 
Mstep: Class 7 contains 10929 members 
Mstep: Class 8 contains 36817 members 
Mstep: Class 9 contains 31995 members 
Mstep: Class 10 contains 16182 members 
Mstep: Class 11 contains 7874 members 
Mstep: Class 12 contains 61905 members 
Mstep: Class 13 contains 4127 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1903 members 
Mstep: Class 16 contains 36888 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 128914 members 
Mstep: Class 20 contains 34255 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37492 members 
Mstep: Class 23 contains 9661 members 
Mstep: Class 24 contains 37904 members 
Mstep: Class 25 contains 83580 members 
Mstep: Class 26 contains 26033 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 816 members 
Mstep: Class 29 contains 2579 members 
Mstep: Class 30 contains 41743 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54205 members 
Mstep: Class 34 contains 1337 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 60774 members 
Mstep: Class 38 contains 12798 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10638 members 
Mstep: Class 41 contains 143744 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 99201 members 
Mstep: Class 45 contains 192139 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 54939 members 
Mstep: Class 48 contains 307 members 
Mstep: Class 49 contains 114002 members 
Mstep: Class 50 contains 97894 members 
Mstep: Class 51 contains 773 members 
Mstep: Class 52 contains 30185 members 
Mstep: Class 53 contains 49177 members 
Mstep: Class 54 contains 11912 members 
Mstep: Class 55 contains 22886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194736512.000000 Penalty: 128338.117188
Iteration 350Q: 56 clusters Score -1.947365e+08 nChanged 6269
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 3477 members 
Mstep: Class 3 contains 25275 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34355 members 
Mstep: Class 6 contains 73882 members 
Mstep: Class 7 contains 10858 members 
Mstep: Class 8 contains 36800 members 
Mstep: Class 9 contains 31999 members 
Mstep: Class 10 contains 16183 members 
Mstep: Class 11 contains 7895 members 
Mstep: Class 12 contains 61864 members 
Mstep: Class 13 contains 4127 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1903 members 
Mstep: Class 16 contains 36879 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 128364 members 
Mstep: Class 20 contains 33983 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37483 members 
Mstep: Class 23 contains 9659 members 
Mstep: Class 24 contains 37146 members 
Mstep: Class 25 contains 83550 members 
Mstep: Class 26 contains 26024 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 816 members 
Mstep: Class 29 contains 2579 members 
Mstep: Class 30 contains 41648 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 54121 members 
Mstep: Class 34 contains 1337 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 61121 members 
Mstep: Class 38 contains 12798 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10637 members 
Mstep: Class 41 contains 142916 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 99286 members 
Mstep: Class 45 contains 192144 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 54992 members 
Mstep: Class 48 contains 307 members 
Mstep: Class 49 contains 114228 members 
Mstep: Class 50 contains 98556 members 
Mstep: Class 51 contains 773 members 
Mstep: Class 52 contains 31181 members 
Mstep: Class 53 contains 49668 members 
Mstep: Class 54 contains 11906 members 
Mstep: Class 55 contains 22511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194737792.000000 Penalty: 128338.117188
Iteration 351Q: 56 clusters Score -1.947378e+08 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 3476 members 
Mstep: Class 3 contains 25626 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34364 members 
Mstep: Class 6 contains 73903 members 
Mstep: Class 7 contains 10794 members 
Mstep: Class 8 contains 36774 members 
Mstep: Class 9 contains 32003 members 
Mstep: Class 10 contains 16182 members 
Mstep: Class 11 contains 7917 members 
Mstep: Class 12 contains 61796 members 
Mstep: Class 13 contains 4127 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1903 members 
Mstep: Class 16 contains 36975 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 127667 members 
Mstep: Class 20 contains 33727 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37503 members 
Mstep: Class 23 contains 9659 members 
Mstep: Class 24 contains 36363 members 
Mstep: Class 25 contains 83525 members 
Mstep: Class 26 contains 26014 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 816 members 
Mstep: Class 29 contains 2579 members 
Mstep: Class 30 contains 41608 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 53986 members 
Mstep: Class 34 contains 1336 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 61527 members 
Mstep: Class 38 contains 12797 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10637 members 
Mstep: Class 41 contains 142082 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 99369 members 
Mstep: Class 45 contains 192146 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 54944 members 
Mstep: Class 48 contains 307 members 
Mstep: Class 49 contains 114486 members 
Mstep: Class 50 contains 99104 members 
Mstep: Class 51 contains 773 members 
Mstep: Class 52 contains 32186 members 
Mstep: Class 53 contains 50026 members 
Mstep: Class 54 contains 11902 members 
Mstep: Class 55 contains 22335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739216.000000 Penalty: 128338.117188
Iteration 352Q: 56 clusters Score -1.947392e+08 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 3475 members 
Mstep: Class 3 contains 25892 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34365 members 
Mstep: Class 6 contains 73920 members 
Mstep: Class 7 contains 10737 members 
Mstep: Class 8 contains 36759 members 
Mstep: Class 9 contains 32005 members 
Mstep: Class 10 contains 16184 members 
Mstep: Class 11 contains 7952 members 
Mstep: Class 12 contains 61746 members 
Mstep: Class 13 contains 4126 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1904 members 
Mstep: Class 16 contains 37027 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 126919 members 
Mstep: Class 20 contains 33488 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37527 members 
Mstep: Class 23 contains 9657 members 
Mstep: Class 24 contains 35558 members 
Mstep: Class 25 contains 83467 members 
Mstep: Class 26 contains 26003 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 816 members 
Mstep: Class 29 contains 2579 members 
Mstep: Class 30 contains 41624 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 53975 members 
Mstep: Class 34 contains 1336 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 61972 members 
Mstep: Class 38 contains 12797 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10637 members 
Mstep: Class 41 contains 141142 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 99409 members 
Mstep: Class 45 contains 192151 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 54967 members 
Mstep: Class 48 contains 307 members 
Mstep: Class 49 contains 114974 members 
Mstep: Class 50 contains 99655 members 
Mstep: Class 51 contains 773 members 
Mstep: Class 52 contains 33172 members 
Mstep: Class 53 contains 50272 members 
Mstep: Class 54 contains 11899 members 
Mstep: Class 55 contains 22093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739888.000000 Penalty: 128338.117188
Iteration 353Q: 56 clusters Score -1.947399e+08 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 3475 members 
Mstep: Class 3 contains 26200 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34350 members 
Mstep: Class 6 contains 73933 members 
Mstep: Class 7 contains 10662 members 
Mstep: Class 8 contains 36749 members 
Mstep: Class 9 contains 32005 members 
Mstep: Class 10 contains 16183 members 
Mstep: Class 11 contains 7976 members 
Mstep: Class 12 contains 61708 members 
Mstep: Class 13 contains 4125 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1904 members 
Mstep: Class 16 contains 37043 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 126259 members 
Mstep: Class 20 contains 33505 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37543 members 
Mstep: Class 23 contains 9657 members 
Mstep: Class 24 contains 34821 members 
Mstep: Class 25 contains 83432 members 
Mstep: Class 26 contains 25989 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 817 members 
Mstep: Class 29 contains 2579 members 
Mstep: Class 30 contains 41587 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 53895 members 
Mstep: Class 34 contains 1336 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 62506 members 
Mstep: Class 38 contains 12797 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10637 members 
Mstep: Class 41 contains 140503 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 99445 members 
Mstep: Class 45 contains 192156 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 54941 members 
Mstep: Class 48 contains 307 members 
Mstep: Class 49 contains 115302 members 
Mstep: Class 50 contains 100076 members 
Mstep: Class 51 contains 773 members 
Mstep: Class 52 contains 33812 members 
Mstep: Class 53 contains 50630 members 
Mstep: Class 54 contains 11899 members 
Mstep: Class 55 contains 21747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740816.000000 Penalty: 128338.117188
Iteration 354Q: 56 clusters Score -1.947408e+08 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 3474 members 
Mstep: Class 3 contains 26452 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34344 members 
Mstep: Class 6 contains 73945 members 
Mstep: Class 7 contains 10572 members 
Mstep: Class 8 contains 36737 members 
Mstep: Class 9 contains 32008 members 
Mstep: Class 10 contains 16181 members 
Mstep: Class 11 contains 7994 members 
Mstep: Class 12 contains 61643 members 
Mstep: Class 13 contains 4123 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1904 members 
Mstep: Class 16 contains 36754 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 125761 members 
Mstep: Class 20 contains 33544 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37564 members 
Mstep: Class 23 contains 9655 members 
Mstep: Class 24 contains 34157 members 
Mstep: Class 25 contains 83373 members 
Mstep: Class 26 contains 25982 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 817 members 
Mstep: Class 29 contains 2580 members 
Mstep: Class 30 contains 41702 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 53871 members 
Mstep: Class 34 contains 1336 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 63004 members 
Mstep: Class 38 contains 12796 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10637 members 
Mstep: Class 41 contains 139912 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 99475 members 
Mstep: Class 45 contains 192161 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 54978 members 
Mstep: Class 48 contains 307 members 
Mstep: Class 49 contains 115492 members 
Mstep: Class 50 contains 100505 members 
Mstep: Class 51 contains 773 members 
Mstep: Class 52 contains 34483 members 
Mstep: Class 53 contains 51023 members 
Mstep: Class 54 contains 11899 members 
Mstep: Class 55 contains 21344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194741904.000000 Penalty: 128338.117188
Iteration 355Q: 56 clusters Score -1.947419e+08 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 3476 members 
Mstep: Class 3 contains 26650 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34355 members 
Mstep: Class 6 contains 73944 members 
Mstep: Class 7 contains 10492 members 
Mstep: Class 8 contains 36726 members 
Mstep: Class 9 contains 32011 members 
Mstep: Class 10 contains 16177 members 
Mstep: Class 11 contains 8013 members 
Mstep: Class 12 contains 61603 members 
Mstep: Class 13 contains 4122 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1904 members 
Mstep: Class 16 contains 36489 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 125160 members 
Mstep: Class 20 contains 33193 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37594 members 
Mstep: Class 23 contains 9654 members 
Mstep: Class 24 contains 33443 members 
Mstep: Class 25 contains 83323 members 
Mstep: Class 26 contains 25965 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 817 members 
Mstep: Class 29 contains 2580 members 
Mstep: Class 30 contains 42176 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 53842 members 
Mstep: Class 34 contains 1335 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 63601 members 
Mstep: Class 38 contains 12796 members 
Mstep: Class 39 contains 610 members 
Mstep: Class 40 contains 10646 members 
Mstep: Class 41 contains 139043 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 99505 members 
Mstep: Class 45 contains 192163 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 55036 members 
Mstep: Class 48 contains 307 members 
Mstep: Class 49 contains 115681 members 
Mstep: Class 50 contains 100893 members 
Mstep: Class 51 contains 773 members 
Mstep: Class 52 contains 35617 members 
Mstep: Class 53 contains 51351 members 
Mstep: Class 54 contains 11899 members 
Mstep: Class 55 contains 20905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194742560.000000 Penalty: 128338.117188
Iteration 356Q: 56 clusters Score -1.947426e+08 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 3479 members 
Mstep: Class 3 contains 26772 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34359 members 
Mstep: Class 6 contains 73949 members 
Mstep: Class 7 contains 10419 members 
Mstep: Class 8 contains 36716 members 
Mstep: Class 9 contains 32012 members 
Mstep: Class 10 contains 16180 members 
Mstep: Class 11 contains 8040 members 
Mstep: Class 12 contains 61570 members 
Mstep: Class 13 contains 4122 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1904 members 
Mstep: Class 16 contains 36219 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 124798 members 
Mstep: Class 20 contains 33237 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37615 members 
Mstep: Class 23 contains 9657 members 
Mstep: Class 24 contains 32728 members 
Mstep: Class 25 contains 83289 members 
Mstep: Class 26 contains 25948 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 817 members 
Mstep: Class 29 contains 2580 members 
Mstep: Class 30 contains 42282 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 53843 members 
Mstep: Class 34 contains 1335 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 64161 members 
Mstep: Class 38 contains 12796 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10654 members 
Mstep: Class 41 contains 138436 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 99536 members 
Mstep: Class 45 contains 192157 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 55080 members 
Mstep: Class 48 contains 307 members 
Mstep: Class 49 contains 115756 members 
Mstep: Class 50 contains 101221 members 
Mstep: Class 51 contains 773 members 
Mstep: Class 52 contains 36321 members 
Mstep: Class 53 contains 51728 members 
Mstep: Class 54 contains 11899 members 
Mstep: Class 55 contains 20566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194742720.000000 Penalty: 128338.117188
Iteration 357Q: 56 clusters Score -1.947427e+08 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 3484 members 
Mstep: Class 3 contains 26812 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34366 members 
Mstep: Class 6 contains 73959 members 
Mstep: Class 7 contains 10351 members 
Mstep: Class 8 contains 36706 members 
Mstep: Class 9 contains 32016 members 
Mstep: Class 10 contains 16179 members 
Mstep: Class 11 contains 8063 members 
Mstep: Class 12 contains 61523 members 
Mstep: Class 13 contains 4122 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1904 members 
Mstep: Class 16 contains 35835 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 124589 members 
Mstep: Class 20 contains 33136 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37660 members 
Mstep: Class 23 contains 9652 members 
Mstep: Class 24 contains 32068 members 
Mstep: Class 25 contains 83267 members 
Mstep: Class 26 contains 25935 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 817 members 
Mstep: Class 29 contains 2580 members 
Mstep: Class 30 contains 42344 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 53871 members 
Mstep: Class 34 contains 1335 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 64713 members 
Mstep: Class 38 contains 12798 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10659 members 
Mstep: Class 41 contains 137695 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 99572 members 
Mstep: Class 45 contains 192154 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 55228 members 
Mstep: Class 48 contains 307 members 
Mstep: Class 49 contains 115774 members 
Mstep: Class 50 contains 101420 members 
Mstep: Class 51 contains 773 members 
Mstep: Class 52 contains 37309 members 
Mstep: Class 53 contains 52165 members 
Mstep: Class 54 contains 11902 members 
Mstep: Class 55 contains 20217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194743552.000000 Penalty: 128338.117188
Iteration 358Q: 56 clusters Score -1.947436e+08 nChanged 4539
Entering ConstructFrom: 
Score: -194743552.000000 Penalty: 128338.117188
Entering ConstructFrom: 
Trying to split cluster 1 (10900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Entering Unmasked Estep 
Score: -1246093.250000 Penalty: 1510.684204
	Iteration 0F: 2 clusters Score -1246093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1238301.625000 Penalty: 3021.368408
	Iteration 0F: 3 clusters Score -1238302 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1240774.875000 Penalty: 3021.368408
	Iteration 1F: 3 clusters Score -1240775 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1240998.625000 Penalty: 3021.368408
	Iteration 2F: 3 clusters Score -1240999 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1241229.375000 Penalty: 3021.368408
	Iteration 3Q: 3 clusters Score -1241229 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1241498.875000 Penalty: 3021.368408
	Iteration 4Q: 3 clusters Score -1241499 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1241857.875000 Penalty: 3021.368408
	Iteration 5Q: 3 clusters Score -1241858 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1242298.500000 Penalty: 3021.368408
	Iteration 6F: 3 clusters Score -1242298 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1242747.000000 Penalty: 3021.368408
	Iteration 7F: 3 clusters Score -1242747 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1243146.000000 Penalty: 3021.368408
	Iteration 8F: 3 clusters Score -1243146 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1243521.875000 Penalty: 3021.368408
	Iteration 9F: 3 clusters Score -1243522 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1243840.000000 Penalty: 3021.368408
	Iteration 10Q: 3 clusters Score -1243840 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1244082.250000 Penalty: 3021.368408
	Iteration 11Q: 3 clusters Score -1244082 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1244242.750000 Penalty: 3021.368408
	Iteration 12Q: 3 clusters Score -1244243 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1244339.000000 Penalty: 3021.368408
	Iteration 13Q: 3 clusters Score -1244339 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1244414.500000 Penalty: 3021.368408
	Iteration 14Q: 3 clusters Score -1244414 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1244477.500000 Penalty: 3021.368408
	Iteration 15Q: 3 clusters Score -1244478 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1244525.375000 Penalty: 3021.368408
	Iteration 16Q: 3 clusters Score -1244525 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1244567.625000 Penalty: 3021.368408
	Iteration 17Q: 3 clusters Score -1244568 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1244626.125000 Penalty: 3021.368408
	Iteration 18Q: 3 clusters Score -1244626 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1244690.250000 Penalty: 3021.368408
	Iteration 19Q: 3 clusters Score -1244690 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1244772.500000 Penalty: 3021.368408
	Iteration 20F: 3 clusters Score -1244772 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1244843.000000 Penalty: 3021.368408
	Iteration 21Q: 3 clusters Score -1244843 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1244901.500000 Penalty: 3021.368408
	Iteration 22Q: 3 clusters Score -1244902 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1244944.625000 Penalty: 3021.368408
	Iteration 23Q: 3 clusters Score -1244945 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1244991.500000 Penalty: 3021.368408
	Iteration 24Q: 3 clusters Score -1244992 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1245035.250000 Penalty: 3021.368408
	Iteration 25Q: 3 clusters Score -1245035 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1245062.500000 Penalty: 3021.368408
	Iteration 26Q: 3 clusters Score -1245062 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1245093.250000 Penalty: 3021.368408
	Iteration 27Q: 3 clusters Score -1245093 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1245110.500000 Penalty: 3021.368408
	Iteration 28Q: 3 clusters Score -1245110 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1245132.250000 Penalty: 3021.368408
	Iteration 29Q: 3 clusters Score -1245132 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1245145.250000 Penalty: 3021.368408
	Iteration 30Q: 3 clusters Score -1245145 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1245162.000000 Penalty: 3021.368408
	Iteration 31Q: 3 clusters Score -1245162 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1245174.125000 Penalty: 3021.368408
	Iteration 32Q: 3 clusters Score -1245174 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1245188.875000 Penalty: 3021.368408
	Iteration 33Q: 3 clusters Score -1245189 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1245203.000000 Penalty: 3021.368408
	Iteration 34Q: 3 clusters Score -1245203 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1245211.625000 Penalty: 3021.368408
	Iteration 35Q: 3 clusters Score -1245212 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1245219.375000 Penalty: 3021.368408
	Iteration 36Q: 3 clusters Score -1245219 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1245232.625000 Penalty: 3021.368408
	Iteration 37Q: 3 clusters Score -1245233 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1245243.375000 Penalty: 3021.368408
	Iteration 38Q: 3 clusters Score -1245243 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1245251.875000 Penalty: 3021.368408
	Iteration 39Q: 3 clusters Score -1245252 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1245256.375000 Penalty: 3021.368408
	Iteration 40F: 3 clusters Score -1245256 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1245262.000000 Penalty: 3021.368408
	Iteration 41Q: 3 clusters Score -1245262 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1245262.250000 Penalty: 3021.368408
	Iteration 42Q: 3 clusters Score -1245262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1245263.875000 Penalty: 3021.368408
	Iteration 43Q: 3 clusters Score -1245264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1245267.750000 Penalty: 3021.368408
	Iteration 44Q: 3 clusters Score -1245268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1245268.625000 Penalty: 3021.368408
	Iteration 45Q: 3 clusters Score -1245269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1245270.875000 Penalty: 3021.368408
	Iteration 46Q: 3 clusters Score -1245271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1245269.875000 Penalty: 3021.368408
	Iteration 47Q: 3 clusters Score -1245270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1245269.500000 Penalty: 3021.368408
	Iteration 48Q: 3 clusters Score -1245270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1245270.750000 Penalty: 3021.368408
	Iteration 49Q: 3 clusters Score -1245271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1245270.000000 Penalty: 3021.368408
	Iteration 50Q: 3 clusters Score -1245270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1245271.250000 Penalty: 3021.368408
	Iteration 51Q: 3 clusters Score -1245271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1245271.250000 Penalty: 3021.368408
	Iteration 52Q: 3 clusters Score -1245271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1245272.250000 Penalty: 3021.368408
	Iteration 53Q: 3 clusters Score -1245272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1245271.750000 Penalty: 3021.368408
	Iteration 54Q: 3 clusters Score -1245272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1245271.000000 Penalty: 3021.368408
	Iteration 55Q: 3 clusters Score -1245271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1245273.750000 Penalty: 3021.368408
	Iteration 56Q: 3 clusters Score -1245274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1245274.375000 Penalty: 3021.368408
	Iteration 57Q: 3 clusters Score -1245274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1245275.000000 Penalty: 3021.368408
	Iteration 58Q: 3 clusters Score -1245275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1245275.000000 Penalty: 3021.368408
	Iteration 59F: 3 clusters Score -1245275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Entering Unmasked Estep 
Score: -405687.218750 Penalty: 1325.526123
	Iteration 0F: 2 clusters Score -405687.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -402638.718750 Penalty: 2651.052246
	Iteration 0F: 3 clusters Score -402638.7 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -403380.250000 Penalty: 2651.052246
	Iteration 1F: 3 clusters Score -403380.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -403515.218750 Penalty: 2651.052246
	Iteration 2F: 3 clusters Score -403515.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -403615.843750 Penalty: 2651.052246
	Iteration 3F: 3 clusters Score -403615.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -403692.281250 Penalty: 2651.052246
	Iteration 4Q: 3 clusters Score -403692.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -403755.031250 Penalty: 2651.052246
	Iteration 5Q: 3 clusters Score -403755 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -403798.500000 Penalty: 2651.052246
	Iteration 6Q: 3 clusters Score -403798.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -403841.000000 Penalty: 2651.052246
	Iteration 7Q: 3 clusters Score -403841 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -403879.750000 Penalty: 2651.052246
	Iteration 8Q: 3 clusters Score -403879.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -403908.093750 Penalty: 2651.052246
	Iteration 9Q: 3 clusters Score -403908.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -403935.375000 Penalty: 2651.052246
	Iteration 10Q: 3 clusters Score -403935.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -403964.906250 Penalty: 2651.052246
	Iteration 11Q: 3 clusters Score -403964.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -403999.375000 Penalty: 2651.052246
	Iteration 12Q: 3 clusters Score -403999.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -404030.593750 Penalty: 2651.052246
	Iteration 13Q: 3 clusters Score -404030.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -404055.406250 Penalty: 2651.052246
	Iteration 14Q: 3 clusters Score -404055.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -404075.250000 Penalty: 2651.052246
	Iteration 15Q: 3 clusters Score -404075.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -404098.250000 Penalty: 2651.052246
	Iteration 16Q: 3 clusters Score -404098.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -404121.968750 Penalty: 2651.052246
	Iteration 17Q: 3 clusters Score -404122 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -404137.562500 Penalty: 2651.052246
	Iteration 18Q: 3 clusters Score -404137.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -404152.625000 Penalty: 2651.052246
	Iteration 19Q: 3 clusters Score -404152.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -404171.781250 Penalty: 2651.052246
	Iteration 20F: 3 clusters Score -404171.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -404196.437500 Penalty: 2651.052246
	Iteration 21Q: 3 clusters Score -404196.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -404216.000000 Penalty: 2651.052246
	Iteration 22Q: 3 clusters Score -404216 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -404233.687500 Penalty: 2651.052246
	Iteration 23Q: 3 clusters Score -404233.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -404244.968750 Penalty: 2651.052246
	Iteration 24Q: 3 clusters Score -404245 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -404255.906250 Penalty: 2651.052246
	Iteration 25Q: 3 clusters Score -404255.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -404269.781250 Penalty: 2651.052246
	Iteration 26Q: 3 clusters Score -404269.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -404280.031250 Penalty: 2651.052246
	Iteration 27Q: 3 clusters Score -404280 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -404292.187500 Penalty: 2651.052246
	Iteration 28Q: 3 clusters Score -404292.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -404306.093750 Penalty: 2651.052246
	Iteration 29Q: 3 clusters Score -404306.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -404318.156250 Penalty: 2651.052246
	Iteration 30Q: 3 clusters Score -404318.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -404330.531250 Penalty: 2651.052246
	Iteration 31Q: 3 clusters Score -404330.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -404339.500000 Penalty: 2651.052246
	Iteration 32Q: 3 clusters Score -404339.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -404346.468750 Penalty: 2651.052246
	Iteration 33Q: 3 clusters Score -404346.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -404351.625000 Penalty: 2651.052246
	Iteration 34Q: 3 clusters Score -404351.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -404354.812500 Penalty: 2651.052246
	Iteration 35Q: 3 clusters Score -404354.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -404356.343750 Penalty: 2651.052246
	Iteration 36Q: 3 clusters Score -404356.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -404357.281250 Penalty: 2651.052246
	Iteration 37Q: 3 clusters Score -404357.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -404358.750000 Penalty: 2651.052246
	Iteration 38Q: 3 clusters Score -404358.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -404358.750000 Penalty: 2651.052246
	Iteration 39F: 3 clusters Score -404358.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Entering Unmasked Estep 
Score: -3237613.750000 Penalty: 1658.186035
	Iteration 0F: 2 clusters Score -3237614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -3219335.750000 Penalty: 3316.372070
	Iteration 0F: 3 clusters Score -3219336 nChanged 12343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -3226158.000000 Penalty: 3316.372070
	Iteration 1F: 3 clusters Score -3226158 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -3226519.750000 Penalty: 3316.372070
	Iteration 2Q: 3 clusters Score -3226520 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -3226814.750000 Penalty: 3316.372070
	Iteration 3Q: 3 clusters Score -3226815 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -3227079.500000 Penalty: 3316.372070
	Iteration 4Q: 3 clusters Score -3227080 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -3227329.500000 Penalty: 3316.372070
	Iteration 5Q: 3 clusters Score -3227330 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -3227633.750000 Penalty: 3316.372070
	Iteration 6Q: 3 clusters Score -3227634 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -3228043.000000 Penalty: 3316.372070
	Iteration 7Q: 3 clusters Score -3228043 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -3228595.000000 Penalty: 3316.372070
	Iteration 8Q: 3 clusters Score -3228595 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -3229512.500000 Penalty: 3316.372070
	Iteration 9Q: 3 clusters Score -3229512 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -3230917.250000 Penalty: 3316.372070
	Iteration 10F: 3 clusters Score -3230917 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -3232455.250000 Penalty: 3316.372070
	Iteration 11F: 3 clusters Score -3232455 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -3233683.250000 Penalty: 3316.372070
	Iteration 12Q: 3 clusters Score -3233683 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -3234374.500000 Penalty: 3316.372070
	Iteration 13Q: 3 clusters Score -3234374 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -3234752.250000 Penalty: 3316.372070
	Iteration 14Q: 3 clusters Score -3234752 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -3235019.250000 Penalty: 3316.372070
	Iteration 15Q: 3 clusters Score -3235019 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -3235208.000000 Penalty: 3316.372070
	Iteration 16Q: 3 clusters Score -3235208 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -3235347.750000 Penalty: 3316.372070
	Iteration 17Q: 3 clusters Score -3235348 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -3235428.250000 Penalty: 3316.372070
	Iteration 18Q: 3 clusters Score -3235428 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -3235501.750000 Penalty: 3316.372070
	Iteration 19Q: 3 clusters Score -3235502 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -3235596.250000 Penalty: 3316.372070
	Iteration 20F: 3 clusters Score -3235596 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -3235682.000000 Penalty: 3316.372070
	Iteration 21Q: 3 clusters Score -3235682 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -3235747.250000 Penalty: 3316.372070
	Iteration 22Q: 3 clusters Score -3235747 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -3235813.250000 Penalty: 3316.372070
	Iteration 23Q: 3 clusters Score -3235813 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -3235867.000000 Penalty: 3316.372070
	Iteration 24Q: 3 clusters Score -3235867 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -3235898.000000 Penalty: 3316.372070
	Iteration 25Q: 3 clusters Score -3235898 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -3235918.500000 Penalty: 3316.372070
	Iteration 26Q: 3 clusters Score -3235918 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -3235935.750000 Penalty: 3316.372070
	Iteration 27Q: 3 clusters Score -3235936 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -3235942.750000 Penalty: 3316.372070
	Iteration 28Q: 3 clusters Score -3235943 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -3235936.250000 Penalty: 3316.372070
	Iteration 29Q: 3 clusters Score -3235936 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -3235949.250000 Penalty: 3316.372070
	Iteration 30Q: 3 clusters Score -3235949 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -3235947.000000 Penalty: 3316.372070
	Iteration 31Q: 3 clusters Score -3235947 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -3235949.500000 Penalty: 3316.372070
	Iteration 32Q: 3 clusters Score -3235950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -3235955.000000 Penalty: 3316.372070
	Iteration 33Q: 3 clusters Score -3235955 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -3235965.750000 Penalty: 3316.372070
	Iteration 34Q: 3 clusters Score -3235966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -3235959.250000 Penalty: 3316.372070
	Iteration 35Q: 3 clusters Score -3235959 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -3235959.000000 Penalty: 3316.372070
	Iteration 36Q: 3 clusters Score -3235959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -3235953.250000 Penalty: 3316.372070
	Iteration 37Q: 3 clusters Score -3235953 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -3235959.250000 Penalty: 3316.372070
	Iteration 38Q: 3 clusters Score -3235959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -3235964.250000 Penalty: 3316.372070
	Iteration 39Q: 3 clusters Score -3235964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -3235969.000000 Penalty: 3316.372070
	Iteration 40F: 3 clusters Score -3235969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -3235969.500000 Penalty: 3316.372070
	Iteration 41Q: 3 clusters Score -3235970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -3235955.000000 Penalty: 3316.372070
	Iteration 42Q: 3 clusters Score -3235955 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -3235956.750000 Penalty: 3316.372070
	Iteration 43Q: 3 clusters Score -3235957 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -3235956.500000 Penalty: 3316.372070
	Iteration 44Q: 3 clusters Score -3235956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -3235950.750000 Penalty: 3316.372070
	Iteration 45Q: 3 clusters Score -3235951 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -3235955.750000 Penalty: 3316.372070
	Iteration 46Q: 3 clusters Score -3235956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -3235959.250000 Penalty: 3316.372070
	Iteration 47Q: 3 clusters Score -3235959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -3235955.750000 Penalty: 3316.372070
	Iteration 48Q: 3 clusters Score -3235956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -3235955.000000 Penalty: 3316.372070
	Iteration 49Q: 3 clusters Score -3235955 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -3235948.750000 Penalty: 3316.372070
	Iteration 50Q: 3 clusters Score -3235949 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -3235940.250000 Penalty: 3316.372070
	Iteration 51Q: 3 clusters Score -3235940 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -3235951.500000 Penalty: 3316.372070
	Iteration 52Q: 3 clusters Score -3235952 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -3235939.000000 Penalty: 3316.372070
	Iteration 53Q: 3 clusters Score -3235939 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -3235945.250000 Penalty: 3316.372070
	Iteration 54Q: 3 clusters Score -3235945 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -3235942.250000 Penalty: 3316.372070
	Iteration 55Q: 3 clusters Score -3235942 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -3235949.750000 Penalty: 3316.372070
	Iteration 56Q: 3 clusters Score -3235950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -3235950.500000 Penalty: 3316.372070
	Iteration 57Q: 3 clusters Score -3235950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -3235938.000000 Penalty: 3316.372070
	Iteration 58Q: 3 clusters Score -3235938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -3235946.250000 Penalty: 3316.372070
	Iteration 59Q: 3 clusters Score -3235946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -3235944.750000 Penalty: 3316.372070
	Iteration 60F: 3 clusters Score -3235945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -3235944.500000 Penalty: 3316.372070
	Iteration 61Q: 3 clusters Score -3235944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -3235947.750000 Penalty: 3316.372070
	Iteration 62Q: 3 clusters Score -3235948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -3235944.250000 Penalty: 3316.372070
	Iteration 63Q: 3 clusters Score -3235944 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -3235934.750000 Penalty: 3316.372070
	Iteration 64Q: 3 clusters Score -3235935 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -3235946.500000 Penalty: 3316.372070
	Iteration 65Q: 3 clusters Score -3235946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -3235943.000000 Penalty: 3316.372070
	Iteration 66Q: 3 clusters Score -3235943 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -3235948.250000 Penalty: 3316.372070
	Iteration 67Q: 3 clusters Score -3235948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -3235950.000000 Penalty: 3316.372070
	Iteration 68Q: 3 clusters Score -3235950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -3235938.500000 Penalty: 3316.372070
	Iteration 69Q: 3 clusters Score -3235938 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -3235950.750000 Penalty: 3316.372070
	Iteration 70Q: 3 clusters Score -3235951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -3235948.750000 Penalty: 3316.372070
	Iteration 71Q: 3 clusters Score -3235949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -3235945.500000 Penalty: 3316.372070
	Iteration 72Q: 3 clusters Score -3235946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -3235957.000000 Penalty: 3316.372070
	Iteration 73Q: 3 clusters Score -3235957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -3235928.500000 Penalty: 3316.372070
	Iteration 74Q: 3 clusters Score -3235928 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -3235944.500000 Penalty: 3316.372070
	Iteration 75Q: 3 clusters Score -3235944 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -3235939.500000 Penalty: 3316.372070
	Iteration 76Q: 3 clusters Score -3235940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -3235946.750000 Penalty: 3316.372070
	Iteration 77Q: 3 clusters Score -3235947 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -3235938.250000 Penalty: 3316.372070
	Iteration 78Q: 3 clusters Score -3235938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -3235939.250000 Penalty: 3316.372070
	Iteration 79Q: 3 clusters Score -3235939 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -3235951.500000 Penalty: 3316.372070
	Iteration 80F: 3 clusters Score -3235952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -3235943.750000 Penalty: 3316.372070
	Iteration 81Q: 3 clusters Score -3235944 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -3235936.750000 Penalty: 3316.372070
	Iteration 82Q: 3 clusters Score -3235937 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -3235952.250000 Penalty: 3316.372070
	Iteration 83Q: 3 clusters Score -3235952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -3235947.000000 Penalty: 3316.372070
	Iteration 84Q: 3 clusters Score -3235947 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -3235946.500000 Penalty: 3316.372070
	Iteration 85Q: 3 clusters Score -3235946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -3235949.250000 Penalty: 3316.372070
	Iteration 86Q: 3 clusters Score -3235949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -3235950.750000 Penalty: 3316.372070
	Iteration 87Q: 3 clusters Score -3235951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -3235950.750000 Penalty: 3316.372070
	Iteration 88F: 3 clusters Score -3235951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Entering Unmasked Estep 
Score: -58050.765625 Penalty: 1048.457886
	Iteration 0F: 2 clusters Score -58050.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -56943.316406 Penalty: 2096.915771
	Iteration 0F: 3 clusters Score -56943.32 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -57175.472656 Penalty: 2096.915771
	Iteration 1F: 3 clusters Score -57175.47 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -57241.058594 Penalty: 2096.915771
	Iteration 2F: 3 clusters Score -57241.06 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -57282.156250 Penalty: 2096.915771
	Iteration 3Q: 3 clusters Score -57282.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -57307.609375 Penalty: 2096.915771
	Iteration 4Q: 3 clusters Score -57307.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -57331.843750 Penalty: 2096.915771
	Iteration 5Q: 3 clusters Score -57331.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -57347.246094 Penalty: 2096.915771
	Iteration 6Q: 3 clusters Score -57347.25 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -57395.210938 Penalty: 2096.915771
	Iteration 7Q: 3 clusters Score -57395.21 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -57456.230469 Penalty: 2096.915771
	Iteration 8Q: 3 clusters Score -57456.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -57532.500000 Penalty: 2096.915771
	Iteration 9Q: 3 clusters Score -57532.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -57583.480469 Penalty: 2096.915771
	Iteration 10Q: 3 clusters Score -57583.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -57621.671875 Penalty: 2096.915771
	Iteration 11Q: 3 clusters Score -57621.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -57640.625000 Penalty: 2096.915771
	Iteration 12Q: 3 clusters Score -57640.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -57653.843750 Penalty: 2096.915771
	Iteration 13Q: 3 clusters Score -57653.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -57660.292969 Penalty: 2096.915771
	Iteration 14Q: 3 clusters Score -57660.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -57670.050781 Penalty: 2096.915771
	Iteration 15Q: 3 clusters Score -57670.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -57670.050781 Penalty: 2096.915771
	Iteration 16F: 3 clusters Score -57670.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (34368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34368 members 
Entering Unmasked Estep 
Score: -3788985.000000 Penalty: 1697.293213
	Iteration 0F: 2 clusters Score -3788985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -3765852.000000 Penalty: 3394.586426
	Iteration 0F: 3 clusters Score -3765852 nChanged 15877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -3774832.500000 Penalty: 3394.586426
	Iteration 1F: 3 clusters Score -3774832 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -3775460.750000 Penalty: 3394.586426
	Iteration 2Q: 3 clusters Score -3775461 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -3776248.000000 Penalty: 3394.586426
	Iteration 3Q: 3 clusters Score -3776248 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -3777397.500000 Penalty: 3394.586426
	Iteration 4F: 3 clusters Score -3777398 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -3778941.250000 Penalty: 3394.586426
	Iteration 5F: 3 clusters Score -3778941 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -3780794.500000 Penalty: 3394.586426
	Iteration 6F: 3 clusters Score -3780794 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -3782770.750000 Penalty: 3394.586426
	Iteration 7F: 3 clusters Score -3782771 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30522 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -3784400.500000 Penalty: 3394.586426
	Iteration 8F: 3 clusters Score -3784400 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31851 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -3785564.250000 Penalty: 3394.586426
	Iteration 9Q: 3 clusters Score -3785564 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -3786272.750000 Penalty: 3394.586426
	Iteration 10Q: 3 clusters Score -3786273 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33247 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3786763.250000 Penalty: 3394.586426
	Iteration 11Q: 3 clusters Score -3786763 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3787045.500000 Penalty: 3394.586426
	Iteration 12Q: 3 clusters Score -3787046 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33792 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3787214.500000 Penalty: 3394.586426
	Iteration 13Q: 3 clusters Score -3787214 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33900 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3787310.250000 Penalty: 3394.586426
	Iteration 14Q: 3 clusters Score -3787310 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33963 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3787390.000000 Penalty: 3394.586426
	Iteration 15Q: 3 clusters Score -3787390 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33992 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3787435.500000 Penalty: 3394.586426
	Iteration 16Q: 3 clusters Score -3787436 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3787461.250000 Penalty: 3394.586426
	Iteration 17Q: 3 clusters Score -3787461 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34035 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3787484.750000 Penalty: 3394.586426
	Iteration 18Q: 3 clusters Score -3787485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34047 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3787493.250000 Penalty: 3394.586426
	Iteration 19Q: 3 clusters Score -3787493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34055 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3787506.000000 Penalty: 3394.586426
	Iteration 20F: 3 clusters Score -3787506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34061 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3787511.000000 Penalty: 3394.586426
	Iteration 21Q: 3 clusters Score -3787511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34063 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3787514.000000 Penalty: 3394.586426
	Iteration 22Q: 3 clusters Score -3787514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34065 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3787513.500000 Penalty: 3394.586426
	Iteration 23Q: 3 clusters Score -3787514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34068 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3787517.500000 Penalty: 3394.586426
	Iteration 24Q: 3 clusters Score -3787518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34070 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3787522.000000 Penalty: 3394.586426
	Iteration 25Q: 3 clusters Score -3787522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34071 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3787519.500000 Penalty: 3394.586426
	Iteration 26Q: 3 clusters Score -3787520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34071 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3787519.500000 Penalty: 3394.586426
	Iteration 27F: 3 clusters Score -3787520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (73962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73962 members 
Entering Unmasked Estep 
Score: -8395886.000000 Penalty: 1821.837280
	Iteration 0F: 2 clusters Score -8395886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 37257 members 
Entering Unmasked Estep 
Score: -8346497.000000 Penalty: 3643.674561
	Iteration 0F: 3 clusters Score -8346497 nChanged 35100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33323 members 
Mstep: Class 2 contains 40639 members 
Entering Unmasked Estep 
Score: -8366516.500000 Penalty: 3643.674561
	Iteration 1F: 3 clusters Score -8366516 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 42865 members 
Entering Unmasked Estep 
Score: -8367611.000000 Penalty: 3643.674561
	Iteration 2Q: 3 clusters Score -8367611 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 46287 members 
Entering Unmasked Estep 
Score: -8369493.000000 Penalty: 3643.674561
	Iteration 3F: 3 clusters Score -8369493 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 51244 members 
Entering Unmasked Estep 
Score: -8372768.000000 Penalty: 3643.674561
	Iteration 4F: 3 clusters Score -8372768 nChanged 6329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 57563 members 
Entering Unmasked Estep 
Score: -8378009.500000 Penalty: 3643.674561
	Iteration 5F: 3 clusters Score -8378010 nChanged 6770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 64333 members 
Entering Unmasked Estep 
Score: -8384643.500000 Penalty: 3643.674561
	Iteration 6F: 3 clusters Score -8384644 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 69654 members 
Entering Unmasked Estep 
Score: -8390101.000000 Penalty: 3643.674561
	Iteration 7F: 3 clusters Score -8390101 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 72476 members 
Entering Unmasked Estep 
Score: -8392875.000000 Penalty: 3643.674561
	Iteration 8Q: 3 clusters Score -8392875 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 73424 members 
Entering Unmasked Estep 
Score: -8393798.000000 Penalty: 3643.674561
	Iteration 9Q: 3 clusters Score -8393798 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 73671 members 
Entering Unmasked Estep 
Score: -8394075.000000 Penalty: 3643.674561
	Iteration 10Q: 3 clusters Score -8394075 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 73728 members 
Entering Unmasked Estep 
Score: -8394141.000000 Penalty: 3643.674561
	Iteration 11Q: 3 clusters Score -8394141 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 73753 members 
Entering Unmasked Estep 
Score: -8394204.000000 Penalty: 3643.674561
	Iteration 12Q: 3 clusters Score -8394204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 73764 members 
Entering Unmasked Estep 
Score: -8394235.000000 Penalty: 3643.674561
	Iteration 13Q: 3 clusters Score -8394235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 73768 members 
Entering Unmasked Estep 
Score: -8394251.000000 Penalty: 3643.674561
	Iteration 14Q: 3 clusters Score -8394251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 73772 members 
Entering Unmasked Estep 
Score: -8394276.000000 Penalty: 3643.674561
	Iteration 15Q: 3 clusters Score -8394276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 73774 members 
Entering Unmasked Estep 
Score: -8394280.000000 Penalty: 3643.674561
	Iteration 16Q: 3 clusters Score -8394280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 73776 members 
Entering Unmasked Estep 
Score: -8394293.000000 Penalty: 3643.674561
	Iteration 17Q: 3 clusters Score -8394293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 73781 members 
Entering Unmasked Estep 
Score: -8394302.000000 Penalty: 3643.674561
	Iteration 18Q: 3 clusters Score -8394302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 73785 members 
Entering Unmasked Estep 
Score: -8394316.000000 Penalty: 3643.674561
	Iteration 19Q: 3 clusters Score -8394316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 73784 members 
Entering Unmasked Estep 
Score: -8394322.000000 Penalty: 3643.674561
	Iteration 20F: 3 clusters Score -8394322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 73783 members 
Entering Unmasked Estep 
Score: -8394319.000000 Penalty: 3643.674561
	Iteration 21Q: 3 clusters Score -8394319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 73784 members 
Entering Unmasked Estep 
Score: -8394318.000000 Penalty: 3643.674561
	Iteration 22Q: 3 clusters Score -8394318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 73785 members 
Entering Unmasked Estep 
Score: -8394327.000000 Penalty: 3643.674561
	Iteration 23Q: 3 clusters Score -8394327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 73786 members 
Entering Unmasked Estep 
Score: -8394324.000000 Penalty: 3643.674561
	Iteration 24Q: 3 clusters Score -8394324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 73785 members 
Entering Unmasked Estep 
Score: -8394324.000000 Penalty: 3643.674561
	Iteration 25Q: 3 clusters Score -8394324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 73785 members 
Entering Unmasked Estep 
Score: -8394324.000000 Penalty: 3643.674561
	Iteration 26F: 3 clusters Score -8394324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Entering Unmasked Estep 
Score: -1198573.625000 Penalty: 1501.562378
	Iteration 0F: 2 clusters Score -1198574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1191091.625000 Penalty: 3003.124756
	Iteration 0F: 3 clusters Score -1191092 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1193561.125000 Penalty: 3003.124756
	Iteration 1F: 3 clusters Score -1193561 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1193829.750000 Penalty: 3003.124756
	Iteration 2F: 3 clusters Score -1193830 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1194099.000000 Penalty: 3003.124756
	Iteration 3Q: 3 clusters Score -1194099 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1194397.000000 Penalty: 3003.124756
	Iteration 4Q: 3 clusters Score -1194397 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1194713.125000 Penalty: 3003.124756
	Iteration 5Q: 3 clusters Score -1194713 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1195068.750000 Penalty: 3003.124756
	Iteration 6Q: 3 clusters Score -1195069 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1195471.125000 Penalty: 3003.124756
	Iteration 7Q: 3 clusters Score -1195471 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1195832.875000 Penalty: 3003.124756
	Iteration 8Q: 3 clusters Score -1195833 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1196175.625000 Penalty: 3003.124756
	Iteration 9Q: 3 clusters Score -1196176 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1196466.125000 Penalty: 3003.124756
	Iteration 10Q: 3 clusters Score -1196466 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1196680.375000 Penalty: 3003.124756
	Iteration 11Q: 3 clusters Score -1196680 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1196821.875000 Penalty: 3003.124756
	Iteration 12Q: 3 clusters Score -1196822 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1196935.625000 Penalty: 3003.124756
	Iteration 13Q: 3 clusters Score -1196936 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1197018.500000 Penalty: 3003.124756
	Iteration 14Q: 3 clusters Score -1197018 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1197081.250000 Penalty: 3003.124756
	Iteration 15Q: 3 clusters Score -1197081 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1197128.125000 Penalty: 3003.124756
	Iteration 16Q: 3 clusters Score -1197128 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1197165.000000 Penalty: 3003.124756
	Iteration 17Q: 3 clusters Score -1197165 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1197199.625000 Penalty: 3003.124756
	Iteration 18Q: 3 clusters Score -1197200 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1197232.625000 Penalty: 3003.124756
	Iteration 19Q: 3 clusters Score -1197233 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1197263.000000 Penalty: 3003.124756
	Iteration 20F: 3 clusters Score -1197263 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1197294.250000 Penalty: 3003.124756
	Iteration 21Q: 3 clusters Score -1197294 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1197321.375000 Penalty: 3003.124756
	Iteration 22Q: 3 clusters Score -1197321 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1197344.375000 Penalty: 3003.124756
	Iteration 23Q: 3 clusters Score -1197344 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1197356.125000 Penalty: 3003.124756
	Iteration 24Q: 3 clusters Score -1197356 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1197375.375000 Penalty: 3003.124756
	Iteration 25Q: 3 clusters Score -1197375 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1197384.250000 Penalty: 3003.124756
	Iteration 26Q: 3 clusters Score -1197384 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1197389.750000 Penalty: 3003.124756
	Iteration 27Q: 3 clusters Score -1197390 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1197397.875000 Penalty: 3003.124756
	Iteration 28Q: 3 clusters Score -1197398 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1197402.250000 Penalty: 3003.124756
	Iteration 29Q: 3 clusters Score -1197402 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1197407.625000 Penalty: 3003.124756
	Iteration 30Q: 3 clusters Score -1197408 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1197408.375000 Penalty: 3003.124756
	Iteration 31Q: 3 clusters Score -1197408 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1197412.000000 Penalty: 3003.124756
	Iteration 32Q: 3 clusters Score -1197412 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1197418.750000 Penalty: 3003.124756
	Iteration 33Q: 3 clusters Score -1197419 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1197418.000000 Penalty: 3003.124756
	Iteration 34Q: 3 clusters Score -1197418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1197424.625000 Penalty: 3003.124756
	Iteration 35Q: 3 clusters Score -1197425 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1197427.750000 Penalty: 3003.124756
	Iteration 36Q: 3 clusters Score -1197428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1197431.250000 Penalty: 3003.124756
	Iteration 37Q: 3 clusters Score -1197431 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1197435.250000 Penalty: 3003.124756
	Iteration 38Q: 3 clusters Score -1197435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1197435.375000 Penalty: 3003.124756
	Iteration 39Q: 3 clusters Score -1197435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1197438.750000 Penalty: 3003.124756
	Iteration 40F: 3 clusters Score -1197439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1197436.375000 Penalty: 3003.124756
	Iteration 41Q: 3 clusters Score -1197436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1197439.000000 Penalty: 3003.124756
	Iteration 42Q: 3 clusters Score -1197439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1197441.500000 Penalty: 3003.124756
	Iteration 43Q: 3 clusters Score -1197442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1197439.125000 Penalty: 3003.124756
	Iteration 44Q: 3 clusters Score -1197439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1197441.250000 Penalty: 3003.124756
	Iteration 45Q: 3 clusters Score -1197441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1197442.625000 Penalty: 3003.124756
	Iteration 46Q: 3 clusters Score -1197443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1197442.250000 Penalty: 3003.124756
	Iteration 47Q: 3 clusters Score -1197442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1197438.000000 Penalty: 3003.124756
	Iteration 48Q: 3 clusters Score -1197438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1197439.875000 Penalty: 3003.124756
	Iteration 49Q: 3 clusters Score -1197440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1197442.375000 Penalty: 3003.124756
	Iteration 50Q: 3 clusters Score -1197442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1197442.125000 Penalty: 3003.124756
	Iteration 51Q: 3 clusters Score -1197442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1197443.000000 Penalty: 3003.124756
	Iteration 52Q: 3 clusters Score -1197443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1197442.750000 Penalty: 3003.124756
	Iteration 53Q: 3 clusters Score -1197443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1197443.500000 Penalty: 3003.124756
	Iteration 54Q: 3 clusters Score -1197444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1197446.000000 Penalty: 3003.124756
	Iteration 55Q: 3 clusters Score -1197446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1197446.250000 Penalty: 3003.124756
	Iteration 56Q: 3 clusters Score -1197446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1197447.000000 Penalty: 3003.124756
	Iteration 57Q: 3 clusters Score -1197447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1197447.250000 Penalty: 3003.124756
	Iteration 58Q: 3 clusters Score -1197447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1197447.125000 Penalty: 3003.124756
	Iteration 59Q: 3 clusters Score -1197447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1197450.375000 Penalty: 3003.124756
	Iteration 60F: 3 clusters Score -1197450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1197448.750000 Penalty: 3003.124756
	Iteration 61Q: 3 clusters Score -1197449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1197447.875000 Penalty: 3003.124756
	Iteration 62Q: 3 clusters Score -1197448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1197450.125000 Penalty: 3003.124756
	Iteration 63Q: 3 clusters Score -1197450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1197449.500000 Penalty: 3003.124756
	Iteration 64Q: 3 clusters Score -1197450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1197450.250000 Penalty: 3003.124756
	Iteration 65Q: 3 clusters Score -1197450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1197450.000000 Penalty: 3003.124756
	Iteration 66Q: 3 clusters Score -1197450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1197450.375000 Penalty: 3003.124756
	Iteration 67Q: 3 clusters Score -1197450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1197450.875000 Penalty: 3003.124756
	Iteration 68Q: 3 clusters Score -1197451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1197453.125000 Penalty: 3003.124756
	Iteration 69Q: 3 clusters Score -1197453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1197453.125000 Penalty: 3003.124756
	Iteration 70Q: 3 clusters Score -1197453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1197452.875000 Penalty: 3003.124756
	Iteration 71Q: 3 clusters Score -1197453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1197453.750000 Penalty: 3003.124756
	Iteration 72Q: 3 clusters Score -1197454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1197454.750000 Penalty: 3003.124756
	Iteration 73Q: 3 clusters Score -1197455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1197455.750000 Penalty: 3003.124756
	Iteration 74Q: 3 clusters Score -1197456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1197455.750000 Penalty: 3003.124756
	Iteration 75F: 3 clusters Score -1197456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (36697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36697 members 
Entering Unmasked Estep 
Score: -4182225.000000 Penalty: 1707.948242
	Iteration 0F: 2 clusters Score -4182225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -4157434.500000 Penalty: 3415.896484
	Iteration 0F: 3 clusters Score -4157434 nChanged 17076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -4167058.250000 Penalty: 3415.896484
	Iteration 1F: 3 clusters Score -4167058 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -4167580.750000 Penalty: 3415.896484
	Iteration 2Q: 3 clusters Score -4167581 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -4168307.250000 Penalty: 3415.896484
	Iteration 3Q: 3 clusters Score -4168307 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -4169491.250000 Penalty: 3415.896484
	Iteration 4F: 3 clusters Score -4169491 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -4171409.750000 Penalty: 3415.896484
	Iteration 5F: 3 clusters Score -4171410 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 29302 members 
Entering Unmasked Estep 
Score: -4173952.750000 Penalty: 3415.896484
	Iteration 6F: 3 clusters Score -4173953 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 32018 members 
Entering Unmasked Estep 
Score: -4176540.000000 Penalty: 3415.896484
	Iteration 7F: 3 clusters Score -4176540 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 34032 members 
Entering Unmasked Estep 
Score: -4178466.000000 Penalty: 3415.896484
	Iteration 8F: 3 clusters Score -4178466 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 35261 members 
Entering Unmasked Estep 
Score: -4179594.750000 Penalty: 3415.896484
	Iteration 9Q: 3 clusters Score -4179595 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 35886 members 
Entering Unmasked Estep 
Score: -4180133.750000 Penalty: 3415.896484
	Iteration 10Q: 3 clusters Score -4180134 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 36188 members 
Entering Unmasked Estep 
Score: -4180434.250000 Penalty: 3415.896484
	Iteration 11Q: 3 clusters Score -4180434 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 36326 members 
Entering Unmasked Estep 
Score: -4180577.000000 Penalty: 3415.896484
	Iteration 12Q: 3 clusters Score -4180577 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 36392 members 
Entering Unmasked Estep 
Score: -4180639.000000 Penalty: 3415.896484
	Iteration 13Q: 3 clusters Score -4180639 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 36422 members 
Entering Unmasked Estep 
Score: -4180676.250000 Penalty: 3415.896484
	Iteration 14Q: 3 clusters Score -4180676 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 36439 members 
Entering Unmasked Estep 
Score: -4180710.750000 Penalty: 3415.896484
	Iteration 15Q: 3 clusters Score -4180711 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 36447 members 
Entering Unmasked Estep 
Score: -4180720.500000 Penalty: 3415.896484
	Iteration 16Q: 3 clusters Score -4180720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 36459 members 
Entering Unmasked Estep 
Score: -4180736.750000 Penalty: 3415.896484
	Iteration 17Q: 3 clusters Score -4180737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 36464 members 
Entering Unmasked Estep 
Score: -4180735.750000 Penalty: 3415.896484
	Iteration 18Q: 3 clusters Score -4180736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 36464 members 
Entering Unmasked Estep 
Score: -4180736.250000 Penalty: 3415.896484
	Iteration 19Q: 3 clusters Score -4180736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 36465 members 
Entering Unmasked Estep 
Score: -4180737.750000 Penalty: 3415.896484
	Iteration 20F: 3 clusters Score -4180738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
Score: -4180737.250000 Penalty: 3415.896484
	Iteration 21Q: 3 clusters Score -4180737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 36468 members 
Entering Unmasked Estep 
Score: -4180738.250000 Penalty: 3415.896484
	Iteration 22Q: 3 clusters Score -4180738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 36468 members 
Entering Unmasked Estep 
Score: -4180738.250000 Penalty: 3415.896484
	Iteration 23Q: 3 clusters Score -4180738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 36470 members 
Entering Unmasked Estep 
Score: -4180741.750000 Penalty: 3415.896484
	Iteration 24Q: 3 clusters Score -4180742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 36474 members 
Entering Unmasked Estep 
Score: -4180748.000000 Penalty: 3415.896484
	Iteration 25Q: 3 clusters Score -4180748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 36478 members 
Entering Unmasked Estep 
Score: -4180751.250000 Penalty: 3415.896484
	Iteration 26Q: 3 clusters Score -4180751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 36477 members 
Entering Unmasked Estep 
Score: -4180753.750000 Penalty: 3415.896484
	Iteration 27Q: 3 clusters Score -4180754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 36478 members 
Entering Unmasked Estep 
Score: -4180750.500000 Penalty: 3415.896484
	Iteration 28Q: 3 clusters Score -4180750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 36478 members 
Entering Unmasked Estep 
Score: -4180750.500000 Penalty: 3415.896484
	Iteration 29F: 3 clusters Score -4180750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (32014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32014 members 
Entering Unmasked Estep 
Score: -3834367.500000 Penalty: 1685.763428
	Iteration 0F: 2 clusters Score -3834368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -3812715.500000 Penalty: 3371.526855
	Iteration 0F: 3 clusters Score -3812716 nChanged 14936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -3821166.500000 Penalty: 3371.526855
	Iteration 1F: 3 clusters Score -3821166 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -3821695.500000 Penalty: 3371.526855
	Iteration 2Q: 3 clusters Score -3821696 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -3822252.000000 Penalty: 3371.526855
	Iteration 3Q: 3 clusters Score -3822252 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -3822958.000000 Penalty: 3371.526855
	Iteration 4Q: 3 clusters Score -3822958 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -3823784.250000 Penalty: 3371.526855
	Iteration 5F: 3 clusters Score -3823784 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -3824892.000000 Penalty: 3371.526855
	Iteration 6F: 3 clusters Score -3824892 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -3826343.250000 Penalty: 3371.526855
	Iteration 7F: 3 clusters Score -3826343 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -3827894.750000 Penalty: 3371.526855
	Iteration 8F: 3 clusters Score -3827895 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -3829273.750000 Penalty: 3371.526855
	Iteration 9F: 3 clusters Score -3829274 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -3830310.250000 Penalty: 3371.526855
	Iteration 10Q: 3 clusters Score -3830310 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -3830987.000000 Penalty: 3371.526855
	Iteration 11Q: 3 clusters Score -3830987 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29042 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -3831450.250000 Penalty: 3371.526855
	Iteration 12Q: 3 clusters Score -3831450 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -3831778.750000 Penalty: 3371.526855
	Iteration 13Q: 3 clusters Score -3831779 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -3832006.500000 Penalty: 3371.526855
	Iteration 14Q: 3 clusters Score -3832006 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -3832181.750000 Penalty: 3371.526855
	Iteration 15Q: 3 clusters Score -3832182 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30537 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -3832336.250000 Penalty: 3371.526855
	Iteration 16Q: 3 clusters Score -3832336 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30766 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3832479.000000 Penalty: 3371.526855
	Iteration 17Q: 3 clusters Score -3832479 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3832582.250000 Penalty: 3371.526855
	Iteration 18Q: 3 clusters Score -3832582 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31121 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3832674.750000 Penalty: 3371.526855
	Iteration 19Q: 3 clusters Score -3832675 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31239 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3832742.750000 Penalty: 3371.526855
	Iteration 20F: 3 clusters Score -3832743 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3832775.500000 Penalty: 3371.526855
	Iteration 21Q: 3 clusters Score -3832776 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31390 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3832817.250000 Penalty: 3371.526855
	Iteration 22Q: 3 clusters Score -3832817 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31446 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -3832842.250000 Penalty: 3371.526855
	Iteration 23Q: 3 clusters Score -3832842 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31482 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3832856.500000 Penalty: 3371.526855
	Iteration 24Q: 3 clusters Score -3832856 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3832862.000000 Penalty: 3371.526855
	Iteration 25Q: 3 clusters Score -3832862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31522 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3832880.500000 Penalty: 3371.526855
	Iteration 26Q: 3 clusters Score -3832880 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31543 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3832898.500000 Penalty: 3371.526855
	Iteration 27Q: 3 clusters Score -3832898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3832914.750000 Penalty: 3371.526855
	Iteration 28Q: 3 clusters Score -3832915 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31576 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3832924.750000 Penalty: 3371.526855
	Iteration 29Q: 3 clusters Score -3832925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31583 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3832934.000000 Penalty: 3371.526855
	Iteration 30Q: 3 clusters Score -3832934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3832938.000000 Penalty: 3371.526855
	Iteration 31Q: 3 clusters Score -3832938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3832938.500000 Penalty: 3371.526855
	Iteration 32Q: 3 clusters Score -3832938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3832946.500000 Penalty: 3371.526855
	Iteration 33Q: 3 clusters Score -3832946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31601 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3832949.500000 Penalty: 3371.526855
	Iteration 34Q: 3 clusters Score -3832950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31602 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3832952.250000 Penalty: 3371.526855
	Iteration 35Q: 3 clusters Score -3832952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31604 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3832952.500000 Penalty: 3371.526855
	Iteration 36Q: 3 clusters Score -3832952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3832950.750000 Penalty: 3371.526855
	Iteration 37Q: 3 clusters Score -3832951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31608 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3832952.750000 Penalty: 3371.526855
	Iteration 38Q: 3 clusters Score -3832953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31609 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3832951.500000 Penalty: 3371.526855
	Iteration 39Q: 3 clusters Score -3832952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3832950.500000 Penalty: 3371.526855
	Iteration 40F: 3 clusters Score -3832950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3832956.750000 Penalty: 3371.526855
	Iteration 41Q: 3 clusters Score -3832957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3832956.500000 Penalty: 3371.526855
	Iteration 42Q: 3 clusters Score -3832956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31616 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3832961.250000 Penalty: 3371.526855
	Iteration 43Q: 3 clusters Score -3832961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31621 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3832967.250000 Penalty: 3371.526855
	Iteration 44Q: 3 clusters Score -3832967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3832966.250000 Penalty: 3371.526855
	Iteration 45Q: 3 clusters Score -3832966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31628 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3832968.250000 Penalty: 3371.526855
	Iteration 46Q: 3 clusters Score -3832968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31629 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3832971.500000 Penalty: 3371.526855
	Iteration 47Q: 3 clusters Score -3832972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31632 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3832977.250000 Penalty: 3371.526855
	Iteration 48Q: 3 clusters Score -3832977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31636 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3832979.500000 Penalty: 3371.526855
	Iteration 49Q: 3 clusters Score -3832980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31638 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3832981.250000 Penalty: 3371.526855
	Iteration 50Q: 3 clusters Score -3832981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3832982.250000 Penalty: 3371.526855
	Iteration 51Q: 3 clusters Score -3832982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31644 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3832986.500000 Penalty: 3371.526855
	Iteration 52Q: 3 clusters Score -3832986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31649 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3832986.500000 Penalty: 3371.526855
	Iteration 53Q: 3 clusters Score -3832986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31649 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3832993.250000 Penalty: 3371.526855
	Iteration 54Q: 3 clusters Score -3832993 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31653 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3833000.000000 Penalty: 3371.526855
	Iteration 55Q: 3 clusters Score -3833000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3833003.250000 Penalty: 3371.526855
	Iteration 56Q: 3 clusters Score -3833003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31663 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3833012.250000 Penalty: 3371.526855
	Iteration 57Q: 3 clusters Score -3833012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3833010.000000 Penalty: 3371.526855
	Iteration 58Q: 3 clusters Score -3833010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31669 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3833013.250000 Penalty: 3371.526855
	Iteration 59Q: 3 clusters Score -3833013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3833016.250000 Penalty: 3371.526855
	Iteration 60F: 3 clusters Score -3833016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3833016.500000 Penalty: 3371.526855
	Iteration 61Q: 3 clusters Score -3833016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31675 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3833019.000000 Penalty: 3371.526855
	Iteration 62Q: 3 clusters Score -3833019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31676 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3833021.250000 Penalty: 3371.526855
	Iteration 63Q: 3 clusters Score -3833021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3833019.000000 Penalty: 3371.526855
	Iteration 64Q: 3 clusters Score -3833019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3833019.000000 Penalty: 3371.526855
	Iteration 65F: 3 clusters Score -3833019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Entering Unmasked Estep 
Score: -1767216.000000 Penalty: 1574.883911
	Iteration 0F: 2 clusters Score -1767216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1755991.375000 Penalty: 3149.767822
	Iteration 0F: 3 clusters Score -1755991 nChanged 7242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1759844.500000 Penalty: 3149.767822
	Iteration 1F: 3 clusters Score -1759844 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1760173.250000 Penalty: 3149.767822
	Iteration 2F: 3 clusters Score -1760173 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1760515.875000 Penalty: 3149.767822
	Iteration 3Q: 3 clusters Score -1760516 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1760944.250000 Penalty: 3149.767822
	Iteration 4F: 3 clusters Score -1760944 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1761461.375000 Penalty: 3149.767822
	Iteration 5F: 3 clusters Score -1761461 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1762105.500000 Penalty: 3149.767822
	Iteration 6F: 3 clusters Score -1762106 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1762830.000000 Penalty: 3149.767822
	Iteration 7F: 3 clusters Score -1762830 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1763613.000000 Penalty: 3149.767822
	Iteration 8F: 3 clusters Score -1763613 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1764357.000000 Penalty: 3149.767822
	Iteration 9Q: 3 clusters Score -1764357 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1764944.250000 Penalty: 3149.767822
	Iteration 10Q: 3 clusters Score -1764944 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1765372.750000 Penalty: 3149.767822
	Iteration 11Q: 3 clusters Score -1765373 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1765607.375000 Penalty: 3149.767822
	Iteration 12Q: 3 clusters Score -1765607 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1765705.875000 Penalty: 3149.767822
	Iteration 13Q: 3 clusters Score -1765706 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1765767.625000 Penalty: 3149.767822
	Iteration 14Q: 3 clusters Score -1765768 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1765794.500000 Penalty: 3149.767822
	Iteration 15Q: 3 clusters Score -1765794 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1765805.375000 Penalty: 3149.767822
	Iteration 16Q: 3 clusters Score -1765805 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1765815.750000 Penalty: 3149.767822
	Iteration 17Q: 3 clusters Score -1765816 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1765827.875000 Penalty: 3149.767822
	Iteration 18Q: 3 clusters Score -1765828 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1765838.750000 Penalty: 3149.767822
	Iteration 19Q: 3 clusters Score -1765839 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1765846.625000 Penalty: 3149.767822
	Iteration 20F: 3 clusters Score -1765847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1765850.125000 Penalty: 3149.767822
	Iteration 21Q: 3 clusters Score -1765850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1765852.875000 Penalty: 3149.767822
	Iteration 22Q: 3 clusters Score -1765853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1765851.875000 Penalty: 3149.767822
	Iteration 23Q: 3 clusters Score -1765852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1765853.125000 Penalty: 3149.767822
	Iteration 24Q: 3 clusters Score -1765853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1765853.750000 Penalty: 3149.767822
	Iteration 25Q: 3 clusters Score -1765854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1765857.875000 Penalty: 3149.767822
	Iteration 26Q: 3 clusters Score -1765858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1765858.875000 Penalty: 3149.767822
	Iteration 27Q: 3 clusters Score -1765859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1765859.500000 Penalty: 3149.767822
	Iteration 28Q: 3 clusters Score -1765860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1765864.250000 Penalty: 3149.767822
	Iteration 29Q: 3 clusters Score -1765864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1765863.875000 Penalty: 3149.767822
	Iteration 30Q: 3 clusters Score -1765864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1765865.500000 Penalty: 3149.767822
	Iteration 31Q: 3 clusters Score -1765866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1765865.500000 Penalty: 3149.767822
	Iteration 32F: 3 clusters Score -1765866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Entering Unmasked Estep 
Score: -911350.812500 Penalty: 1462.076660
	Iteration 0F: 2 clusters Score -911350.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -905444.937500 Penalty: 2924.153320
	Iteration 0F: 3 clusters Score -905444.9 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -907292.187500 Penalty: 2924.153320
	Iteration 1F: 3 clusters Score -907292.2 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -907528.812500 Penalty: 2924.153320
	Iteration 2F: 3 clusters Score -907528.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -907739.125000 Penalty: 2924.153320
	Iteration 3F: 3 clusters Score -907739.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -907942.125000 Penalty: 2924.153320
	Iteration 4Q: 3 clusters Score -907942.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -908185.437500 Penalty: 2924.153320
	Iteration 5Q: 3 clusters Score -908185.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -908461.187500 Penalty: 2924.153320
	Iteration 6F: 3 clusters Score -908461.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -908743.062500 Penalty: 2924.153320
	Iteration 7Q: 3 clusters Score -908743.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -909024.375000 Penalty: 2924.153320
	Iteration 8Q: 3 clusters Score -909024.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -909305.937500 Penalty: 2924.153320
	Iteration 9Q: 3 clusters Score -909305.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -909571.187500 Penalty: 2924.153320
	Iteration 10Q: 3 clusters Score -909571.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -909758.437500 Penalty: 2924.153320
	Iteration 11Q: 3 clusters Score -909758.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -909875.937500 Penalty: 2924.153320
	Iteration 12Q: 3 clusters Score -909875.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -909952.750000 Penalty: 2924.153320
	Iteration 13Q: 3 clusters Score -909952.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -909995.937500 Penalty: 2924.153320
	Iteration 14Q: 3 clusters Score -909995.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -910031.062500 Penalty: 2924.153320
	Iteration 15Q: 3 clusters Score -910031.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -910052.312500 Penalty: 2924.153320
	Iteration 16Q: 3 clusters Score -910052.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -910065.875000 Penalty: 2924.153320
	Iteration 17Q: 3 clusters Score -910065.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -910073.937500 Penalty: 2924.153320
	Iteration 18Q: 3 clusters Score -910073.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -910075.250000 Penalty: 2924.153320
	Iteration 19Q: 3 clusters Score -910075.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -910078.500000 Penalty: 2924.153320
	Iteration 20F: 3 clusters Score -910078.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -910082.937500 Penalty: 2924.153320
	Iteration 21Q: 3 clusters Score -910082.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -910082.937500 Penalty: 2924.153320
	Iteration 22F: 3 clusters Score -910082.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (61509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61509 members 
Entering Unmasked Estep 
Score: -6995338.000000 Penalty: 1791.877441
	Iteration 0F: 2 clusters Score -6995338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30805 members 
Mstep: Class 2 contains 30704 members 
Entering Unmasked Estep 
Score: -6954176.500000 Penalty: 3583.754883
	Iteration 0F: 3 clusters Score -6954176 nChanged 29117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 31097 members 
Entering Unmasked Estep 
Score: -6970870.000000 Penalty: 3583.754883
	Iteration 1F: 3 clusters Score -6970870 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 31229 members 
Entering Unmasked Estep 
Score: -6971479.500000 Penalty: 3583.754883
	Iteration 2Q: 3 clusters Score -6971480 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30167 members 
Mstep: Class 2 contains 31342 members 
Entering Unmasked Estep 
Score: -6972364.500000 Penalty: 3583.754883
	Iteration 3Q: 3 clusters Score -6972364 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30082 members 
Mstep: Class 2 contains 31427 members 
Entering Unmasked Estep 
Score: -6973540.500000 Penalty: 3583.754883
	Iteration 4Q: 3 clusters Score -6973540 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30118 members 
Mstep: Class 2 contains 31391 members 
Entering Unmasked Estep 
Score: -6975163.000000 Penalty: 3583.754883
	Iteration 5Q: 3 clusters Score -6975163 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 31093 members 
Entering Unmasked Estep 
Score: -6977465.000000 Penalty: 3583.754883
	Iteration 6F: 3 clusters Score -6977465 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 30638 members 
Entering Unmasked Estep 
Score: -6980225.500000 Penalty: 3583.754883
	Iteration 7F: 3 clusters Score -6980226 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 30257 members 
Entering Unmasked Estep 
Score: -6982384.000000 Penalty: 3583.754883
	Iteration 8F: 3 clusters Score -6982384 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31478 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
Score: -6983420.500000 Penalty: 3583.754883
	Iteration 9Q: 3 clusters Score -6983420 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 29960 members 
Entering Unmasked Estep 
Score: -6983840.000000 Penalty: 3583.754883
	Iteration 10Q: 3 clusters Score -6983840 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31637 members 
Mstep: Class 2 contains 29872 members 
Entering Unmasked Estep 
Score: -6984100.500000 Penalty: 3583.754883
	Iteration 11Q: 3 clusters Score -6984100 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31792 members 
Mstep: Class 2 contains 29717 members 
Entering Unmasked Estep 
Score: -6984257.500000 Penalty: 3583.754883
	Iteration 12Q: 3 clusters Score -6984258 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31982 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
Score: -6984338.500000 Penalty: 3583.754883
	Iteration 13Q: 3 clusters Score -6984338 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32224 members 
Mstep: Class 2 contains 29285 members 
Entering Unmasked Estep 
Score: -6984458.500000 Penalty: 3583.754883
	Iteration 14Q: 3 clusters Score -6984458 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -6984572.500000 Penalty: 3583.754883
	Iteration 15Q: 3 clusters Score -6984572 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32945 members 
Mstep: Class 2 contains 28564 members 
Entering Unmasked Estep 
Score: -6984730.000000 Penalty: 3583.754883
	Iteration 16Q: 3 clusters Score -6984730 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33443 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -6984913.000000 Penalty: 3583.754883
	Iteration 17Q: 3 clusters Score -6984913 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -6985110.500000 Penalty: 3583.754883
	Iteration 18Q: 3 clusters Score -6985110 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34582 members 
Mstep: Class 2 contains 26927 members 
Entering Unmasked Estep 
Score: -6985375.000000 Penalty: 3583.754883
	Iteration 19Q: 3 clusters Score -6985375 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35307 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -6985710.500000 Penalty: 3583.754883
	Iteration 20F: 3 clusters Score -6985710 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36152 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -6986082.000000 Penalty: 3583.754883
	Iteration 21Q: 3 clusters Score -6986082 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37131 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -6986599.000000 Penalty: 3583.754883
	Iteration 22Q: 3 clusters Score -6986599 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38174 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -6987177.000000 Penalty: 3583.754883
	Iteration 23Q: 3 clusters Score -6987177 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39243 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -6987751.500000 Penalty: 3583.754883
	Iteration 24Q: 3 clusters Score -6987752 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40293 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -6988373.000000 Penalty: 3583.754883
	Iteration 25Q: 3 clusters Score -6988373 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41336 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -6988975.500000 Penalty: 3583.754883
	Iteration 26Q: 3 clusters Score -6988976 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42308 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -6989492.500000 Penalty: 3583.754883
	Iteration 27Q: 3 clusters Score -6989492 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43286 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -6989943.500000 Penalty: 3583.754883
	Iteration 28Q: 3 clusters Score -6989944 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44191 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -6990327.000000 Penalty: 3583.754883
	Iteration 29Q: 3 clusters Score -6990327 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44948 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -6990619.000000 Penalty: 3583.754883
	Iteration 30Q: 3 clusters Score -6990619 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45646 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -6990863.000000 Penalty: 3583.754883
	Iteration 31Q: 3 clusters Score -6990863 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46319 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -6991059.500000 Penalty: 3583.754883
	Iteration 32Q: 3 clusters Score -6991060 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46985 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -6991207.500000 Penalty: 3583.754883
	Iteration 33Q: 3 clusters Score -6991208 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47583 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -6991367.000000 Penalty: 3583.754883
	Iteration 34Q: 3 clusters Score -6991367 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48142 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -6991478.500000 Penalty: 3583.754883
	Iteration 35Q: 3 clusters Score -6991478 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48706 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -6991624.500000 Penalty: 3583.754883
	Iteration 36Q: 3 clusters Score -6991624 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49257 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -6991822.000000 Penalty: 3583.754883
	Iteration 37Q: 3 clusters Score -6991822 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49780 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -6991969.500000 Penalty: 3583.754883
	Iteration 38Q: 3 clusters Score -6991970 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50242 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -6992049.000000 Penalty: 3583.754883
	Iteration 39Q: 3 clusters Score -6992049 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50690 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -6992164.500000 Penalty: 3583.754883
	Iteration 40F: 3 clusters Score -6992164 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51134 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -6992307.000000 Penalty: 3583.754883
	Iteration 41Q: 3 clusters Score -6992307 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51586 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -6992424.000000 Penalty: 3583.754883
	Iteration 42Q: 3 clusters Score -6992424 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51981 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -6992523.000000 Penalty: 3583.754883
	Iteration 43Q: 3 clusters Score -6992523 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52361 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -6992604.000000 Penalty: 3583.754883
	Iteration 44Q: 3 clusters Score -6992604 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52703 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -6992701.500000 Penalty: 3583.754883
	Iteration 45Q: 3 clusters Score -6992702 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53025 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -6992770.500000 Penalty: 3583.754883
	Iteration 46Q: 3 clusters Score -6992770 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53336 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -6992843.000000 Penalty: 3583.754883
	Iteration 47Q: 3 clusters Score -6992843 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53634 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -6992923.000000 Penalty: 3583.754883
	Iteration 48Q: 3 clusters Score -6992923 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53916 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -6992985.500000 Penalty: 3583.754883
	Iteration 49Q: 3 clusters Score -6992986 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54211 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -6993083.500000 Penalty: 3583.754883
	Iteration 50Q: 3 clusters Score -6993084 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54470 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -6993148.000000 Penalty: 3583.754883
	Iteration 51Q: 3 clusters Score -6993148 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54726 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -6993191.000000 Penalty: 3583.754883
	Iteration 52Q: 3 clusters Score -6993191 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54939 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -6993217.500000 Penalty: 3583.754883
	Iteration 53Q: 3 clusters Score -6993218 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55119 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -6993246.500000 Penalty: 3583.754883
	Iteration 54Q: 3 clusters Score -6993246 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55285 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -6993274.500000 Penalty: 3583.754883
	Iteration 55Q: 3 clusters Score -6993274 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55440 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -6993291.000000 Penalty: 3583.754883
	Iteration 56Q: 3 clusters Score -6993291 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55589 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -6993335.000000 Penalty: 3583.754883
	Iteration 57Q: 3 clusters Score -6993335 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55715 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -6993373.500000 Penalty: 3583.754883
	Iteration 58Q: 3 clusters Score -6993374 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55848 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -6993365.500000 Penalty: 3583.754883
	Iteration 59Q: 3 clusters Score -6993366 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55977 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -6993397.000000 Penalty: 3583.754883
	Iteration 60F: 3 clusters Score -6993397 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56104 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -6993417.000000 Penalty: 3583.754883
	Iteration 61Q: 3 clusters Score -6993417 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56218 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -6993431.500000 Penalty: 3583.754883
	Iteration 62Q: 3 clusters Score -6993432 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56342 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -6993453.000000 Penalty: 3583.754883
	Iteration 63Q: 3 clusters Score -6993453 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56471 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -6993473.000000 Penalty: 3583.754883
	Iteration 64Q: 3 clusters Score -6993473 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56602 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -6993504.500000 Penalty: 3583.754883
	Iteration 65Q: 3 clusters Score -6993504 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56714 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -6993522.500000 Penalty: 3583.754883
	Iteration 66Q: 3 clusters Score -6993522 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56796 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -6993526.000000 Penalty: 3583.754883
	Iteration 67Q: 3 clusters Score -6993526 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56880 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -6993537.000000 Penalty: 3583.754883
	Iteration 68Q: 3 clusters Score -6993537 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56971 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -6993542.500000 Penalty: 3583.754883
	Iteration 69Q: 3 clusters Score -6993542 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57054 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -6993552.000000 Penalty: 3583.754883
	Iteration 70Q: 3 clusters Score -6993552 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57123 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -6993561.500000 Penalty: 3583.754883
	Iteration 71Q: 3 clusters Score -6993562 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57172 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -6993558.500000 Penalty: 3583.754883
	Iteration 72Q: 3 clusters Score -6993558 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57218 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -6993564.500000 Penalty: 3583.754883
	Iteration 73Q: 3 clusters Score -6993564 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57269 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -6993561.500000 Penalty: 3583.754883
	Iteration 74Q: 3 clusters Score -6993562 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57315 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -6993574.500000 Penalty: 3583.754883
	Iteration 75Q: 3 clusters Score -6993574 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57355 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -6993583.500000 Penalty: 3583.754883
	Iteration 76Q: 3 clusters Score -6993584 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57390 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -6993588.000000 Penalty: 3583.754883
	Iteration 77Q: 3 clusters Score -6993588 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57417 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -6993591.000000 Penalty: 3583.754883
	Iteration 78Q: 3 clusters Score -6993591 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57447 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -6993588.000000 Penalty: 3583.754883
	Iteration 79Q: 3 clusters Score -6993588 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57468 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -6993587.000000 Penalty: 3583.754883
	Iteration 80F: 3 clusters Score -6993587 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57493 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -6993595.500000 Penalty: 3583.754883
	Iteration 81Q: 3 clusters Score -6993596 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57524 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -6993598.000000 Penalty: 3583.754883
	Iteration 82Q: 3 clusters Score -6993598 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57551 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -6993608.500000 Penalty: 3583.754883
	Iteration 83Q: 3 clusters Score -6993608 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57575 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -6993608.500000 Penalty: 3583.754883
	Iteration 84Q: 3 clusters Score -6993608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57594 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -6993606.500000 Penalty: 3583.754883
	Iteration 85Q: 3 clusters Score -6993606 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57617 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -6993602.500000 Penalty: 3583.754883
	Iteration 86Q: 3 clusters Score -6993602 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57638 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -6993596.000000 Penalty: 3583.754883
	Iteration 87Q: 3 clusters Score -6993596 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57658 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -6993606.000000 Penalty: 3583.754883
	Iteration 88Q: 3 clusters Score -6993606 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57675 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -6993601.000000 Penalty: 3583.754883
	Iteration 89Q: 3 clusters Score -6993601 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57690 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -6993598.000000 Penalty: 3583.754883
	Iteration 90Q: 3 clusters Score -6993598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57703 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -6993607.000000 Penalty: 3583.754883
	Iteration 91Q: 3 clusters Score -6993607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57710 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -6993607.500000 Penalty: 3583.754883
	Iteration 92Q: 3 clusters Score -6993608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57718 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -6993609.500000 Penalty: 3583.754883
	Iteration 93Q: 3 clusters Score -6993610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57726 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -6993616.000000 Penalty: 3583.754883
	Iteration 94Q: 3 clusters Score -6993616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57737 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -6993614.500000 Penalty: 3583.754883
	Iteration 95Q: 3 clusters Score -6993614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57749 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -6993617.500000 Penalty: 3583.754883
	Iteration 96Q: 3 clusters Score -6993618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57759 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -6993616.000000 Penalty: 3583.754883
	Iteration 97Q: 3 clusters Score -6993616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57769 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -6993613.000000 Penalty: 3583.754883
	Iteration 98Q: 3 clusters Score -6993613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57778 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -6993625.000000 Penalty: 3583.754883
	Iteration 99Q: 3 clusters Score -6993625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57788 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -6993632.500000 Penalty: 3583.754883
	Iteration 100F: 3 clusters Score -6993632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57796 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -6993634.500000 Penalty: 3583.754883
	Iteration 101Q: 3 clusters Score -6993634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57804 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -6993638.500000 Penalty: 3583.754883
	Iteration 102Q: 3 clusters Score -6993638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57808 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -6993632.000000 Penalty: 3583.754883
	Iteration 103Q: 3 clusters Score -6993632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57811 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -6993633.000000 Penalty: 3583.754883
	Iteration 104Q: 3 clusters Score -6993633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57814 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -6993636.500000 Penalty: 3583.754883
	Iteration 105Q: 3 clusters Score -6993636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57817 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -6993641.000000 Penalty: 3583.754883
	Iteration 106Q: 3 clusters Score -6993641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57817 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -6993641.000000 Penalty: 3583.754883
	Iteration 107F: 3 clusters Score -6993641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Entering Unmasked Estep 
Score: -440177.968750 Penalty: 1352.586426
	Iteration 0F: 2 clusters Score -440178 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 2065 members 
Entering Unmasked Estep 
Score: -436772.062500 Penalty: 2705.172852
	Iteration 0F: 3 clusters Score -436772.1 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -437794.812500 Penalty: 2705.172852
	Iteration 1F: 3 clusters Score -437794.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -438125.406250 Penalty: 2705.172852
	Iteration 2F: 3 clusters Score -438125.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -438424.343750 Penalty: 2705.172852
	Iteration 3F: 3 clusters Score -438424.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -438640.750000 Penalty: 2705.172852
	Iteration 4F: 3 clusters Score -438640.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -438814.687500 Penalty: 2705.172852
	Iteration 5F: 3 clusters Score -438814.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -438937.531250 Penalty: 2705.172852
	Iteration 6Q: 3 clusters Score -438937.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -439031.812500 Penalty: 2705.172852
	Iteration 7Q: 3 clusters Score -439031.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -439120.968750 Penalty: 2705.172852
	Iteration 8Q: 3 clusters Score -439121 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -439210.750000 Penalty: 2705.172852
	Iteration 9Q: 3 clusters Score -439210.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -439286.718750 Penalty: 2705.172852
	Iteration 10Q: 3 clusters Score -439286.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -439364.656250 Penalty: 2705.172852
	Iteration 11Q: 3 clusters Score -439364.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -439429.812500 Penalty: 2705.172852
	Iteration 12Q: 3 clusters Score -439429.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -439488.406250 Penalty: 2705.172852
	Iteration 13Q: 3 clusters Score -439488.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -439539.718750 Penalty: 2705.172852
	Iteration 14Q: 3 clusters Score -439539.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -439578.875000 Penalty: 2705.172852
	Iteration 15Q: 3 clusters Score -439578.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -439606.125000 Penalty: 2705.172852
	Iteration 16Q: 3 clusters Score -439606.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -439628.812500 Penalty: 2705.172852
	Iteration 17Q: 3 clusters Score -439628.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -439648.031250 Penalty: 2705.172852
	Iteration 18Q: 3 clusters Score -439648 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -439656.375000 Penalty: 2705.172852
	Iteration 19Q: 3 clusters Score -439656.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -439662.562500 Penalty: 2705.172852
	Iteration 20F: 3 clusters Score -439662.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -439665.656250 Penalty: 2705.172852
	Iteration 21Q: 3 clusters Score -439665.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -439666.937500 Penalty: 2705.172852
	Iteration 22Q: 3 clusters Score -439666.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -439668.000000 Penalty: 2705.172852
	Iteration 23Q: 3 clusters Score -439668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -439669.312500 Penalty: 2705.172852
	Iteration 24Q: 3 clusters Score -439669.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -439670.031250 Penalty: 2705.172852
	Iteration 25Q: 3 clusters Score -439670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -439670.062500 Penalty: 2705.172852
	Iteration 26Q: 3 clusters Score -439670.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -439670.062500 Penalty: 2705.172852
	Iteration 27F: 3 clusters Score -439670.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -45933.941406 Penalty: 1021.776978
	Iteration 0F: 2 clusters Score -45933.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -44973.906250 Penalty: 2043.553955
	Iteration 0F: 3 clusters Score -44973.91 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -45268.796875 Penalty: 2043.553955
	Iteration 1F: 3 clusters Score -45268.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -45361.695312 Penalty: 2043.553955
	Iteration 2F: 3 clusters Score -45361.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -45417.460938 Penalty: 2043.553955
	Iteration 3F: 3 clusters Score -45417.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -45460.578125 Penalty: 2043.553955
	Iteration 4Q: 3 clusters Score -45460.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -45479.007812 Penalty: 2043.553955
	Iteration 5Q: 3 clusters Score -45479.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -45491.539062 Penalty: 2043.553955
	Iteration 6Q: 3 clusters Score -45491.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -45505.066406 Penalty: 2043.553955
	Iteration 7Q: 3 clusters Score -45505.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -45508.617188 Penalty: 2043.553955
	Iteration 8Q: 3 clusters Score -45508.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -45510.328125 Penalty: 2043.553955
	Iteration 9Q: 3 clusters Score -45510.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -45510.328125 Penalty: 2043.553955
	Iteration 10F: 3 clusters Score -45510.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Entering Unmasked Estep 
Score: -186684.703125 Penalty: 1227.153198
	Iteration 0F: 2 clusters Score -186684.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -184665.843750 Penalty: 2454.306396
	Iteration 0F: 3 clusters Score -184665.8 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -185140.765625 Penalty: 2454.306396
	Iteration 1F: 3 clusters Score -185140.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -185297.671875 Penalty: 2454.306396
	Iteration 2F: 3 clusters Score -185297.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -185406.718750 Penalty: 2454.306396
	Iteration 3F: 3 clusters Score -185406.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -185458.187500 Penalty: 2454.306396
	Iteration 4Q: 3 clusters Score -185458.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -185503.875000 Penalty: 2454.306396
	Iteration 5Q: 3 clusters Score -185503.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -185548.312500 Penalty: 2454.306396
	Iteration 6Q: 3 clusters Score -185548.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -185582.000000 Penalty: 2454.306396
	Iteration 7Q: 3 clusters Score -185582 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -185607.093750 Penalty: 2454.306396
	Iteration 8Q: 3 clusters Score -185607.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -185651.750000 Penalty: 2454.306396
	Iteration 9Q: 3 clusters Score -185651.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -185682.156250 Penalty: 2454.306396
	Iteration 10Q: 3 clusters Score -185682.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -185710.046875 Penalty: 2454.306396
	Iteration 11Q: 3 clusters Score -185710 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -185759.078125 Penalty: 2454.306396
	Iteration 12Q: 3 clusters Score -185759.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -185798.625000 Penalty: 2454.306396
	Iteration 13Q: 3 clusters Score -185798.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -185833.468750 Penalty: 2454.306396
	Iteration 14Q: 3 clusters Score -185833.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -185858.921875 Penalty: 2454.306396
	Iteration 15Q: 3 clusters Score -185858.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -185879.890625 Penalty: 2454.306396
	Iteration 16Q: 3 clusters Score -185879.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -185893.500000 Penalty: 2454.306396
	Iteration 17Q: 3 clusters Score -185893.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -185905.578125 Penalty: 2454.306396
	Iteration 18Q: 3 clusters Score -185905.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -185918.250000 Penalty: 2454.306396
	Iteration 19Q: 3 clusters Score -185918.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -185929.609375 Penalty: 2454.306396
	Iteration 20F: 3 clusters Score -185929.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -185941.718750 Penalty: 2454.306396
	Iteration 21Q: 3 clusters Score -185941.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -185949.437500 Penalty: 2454.306396
	Iteration 22Q: 3 clusters Score -185949.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -185951.859375 Penalty: 2454.306396
	Iteration 23Q: 3 clusters Score -185951.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -185953.562500 Penalty: 2454.306396
	Iteration 24Q: 3 clusters Score -185953.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -185955.687500 Penalty: 2454.306396
	Iteration 25Q: 3 clusters Score -185955.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -185960.750000 Penalty: 2454.306396
	Iteration 26Q: 3 clusters Score -185960.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -185961.718750 Penalty: 2454.306396
	Iteration 27Q: 3 clusters Score -185961.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -185964.421875 Penalty: 2454.306396
	Iteration 28Q: 3 clusters Score -185964.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -185964.421875 Penalty: 2454.306396
	Iteration 29F: 3 clusters Score -185964.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (35419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35419 members 
Entering Unmasked Estep 
Score: -4244208.000000 Penalty: 1702.187988
	Iteration 0F: 2 clusters Score -4244208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -4220438.500000 Penalty: 3404.375977
	Iteration 0F: 3 clusters Score -4220438 nChanged 16503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -4229696.000000 Penalty: 3404.375977
	Iteration 1F: 3 clusters Score -4229696 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -4230008.500000 Penalty: 3404.375977
	Iteration 2Q: 3 clusters Score -4230008 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -4230207.000000 Penalty: 3404.375977
	Iteration 3Q: 3 clusters Score -4230207 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -4230432.500000 Penalty: 3404.375977
	Iteration 4Q: 3 clusters Score -4230432 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -4230671.500000 Penalty: 3404.375977
	Iteration 5Q: 3 clusters Score -4230672 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -4231021.500000 Penalty: 3404.375977
	Iteration 6Q: 3 clusters Score -4231022 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -4231512.000000 Penalty: 3404.375977
	Iteration 7Q: 3 clusters Score -4231512 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -4232270.500000 Penalty: 3404.375977
	Iteration 8Q: 3 clusters Score -4232270 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -4233441.000000 Penalty: 3404.375977
	Iteration 9F: 3 clusters Score -4233441 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -4235044.000000 Penalty: 3404.375977
	Iteration 10F: 3 clusters Score -4235044 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28982 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -4237046.000000 Penalty: 3404.375977
	Iteration 11F: 3 clusters Score -4237046 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -4239038.500000 Penalty: 3404.375977
	Iteration 12F: 3 clusters Score -4239038 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32882 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -4240623.500000 Penalty: 3404.375977
	Iteration 13Q: 3 clusters Score -4240624 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33896 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -4241629.000000 Penalty: 3404.375977
	Iteration 14Q: 3 clusters Score -4241629 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34422 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -4242116.000000 Penalty: 3404.375977
	Iteration 15Q: 3 clusters Score -4242116 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4242367.000000 Penalty: 3404.375977
	Iteration 16Q: 3 clusters Score -4242367 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34815 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4242488.000000 Penalty: 3404.375977
	Iteration 17Q: 3 clusters Score -4242488 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34894 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4242557.000000 Penalty: 3404.375977
	Iteration 18Q: 3 clusters Score -4242557 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34944 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -4242612.000000 Penalty: 3404.375977
	Iteration 19Q: 3 clusters Score -4242612 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34977 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -4242650.000000 Penalty: 3404.375977
	Iteration 20F: 3 clusters Score -4242650 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -4242667.000000 Penalty: 3404.375977
	Iteration 21Q: 3 clusters Score -4242667 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35022 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4242690.500000 Penalty: 3404.375977
	Iteration 22Q: 3 clusters Score -4242690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35035 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4242693.500000 Penalty: 3404.375977
	Iteration 23Q: 3 clusters Score -4242694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35047 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4242706.000000 Penalty: 3404.375977
	Iteration 24Q: 3 clusters Score -4242706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35058 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4242718.500000 Penalty: 3404.375977
	Iteration 25Q: 3 clusters Score -4242718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35062 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -4242724.000000 Penalty: 3404.375977
	Iteration 26Q: 3 clusters Score -4242724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4242727.500000 Penalty: 3404.375977
	Iteration 27Q: 3 clusters Score -4242728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35068 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4242733.500000 Penalty: 3404.375977
	Iteration 28Q: 3 clusters Score -4242734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35070 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4242730.500000 Penalty: 3404.375977
	Iteration 29Q: 3 clusters Score -4242730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35073 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4242738.000000 Penalty: 3404.375977
	Iteration 30Q: 3 clusters Score -4242738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35074 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4242742.000000 Penalty: 3404.375977
	Iteration 31Q: 3 clusters Score -4242742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35076 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4242741.500000 Penalty: 3404.375977
	Iteration 32Q: 3 clusters Score -4242742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35079 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4242749.500000 Penalty: 3404.375977
	Iteration 33Q: 3 clusters Score -4242750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35081 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4242750.000000 Penalty: 3404.375977
	Iteration 34Q: 3 clusters Score -4242750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35079 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4242751.500000 Penalty: 3404.375977
	Iteration 35Q: 3 clusters Score -4242752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35080 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4242751.500000 Penalty: 3404.375977
	Iteration 36Q: 3 clusters Score -4242752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4242756.500000 Penalty: 3404.375977
	Iteration 37Q: 3 clusters Score -4242756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4242755.000000 Penalty: 3404.375977
	Iteration 38Q: 3 clusters Score -4242755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35084 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4242752.000000 Penalty: 3404.375977
	Iteration 39Q: 3 clusters Score -4242752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35084 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4242752.000000 Penalty: 3404.375977
	Iteration 40F: 3 clusters Score -4242752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -70985.335938 Penalty: 1062.447754
	Iteration 0F: 2 clusters Score -70985.34 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 353 members 
Entering Unmasked Estep 
Score: -69805.640625 Penalty: 2124.895508
	Iteration 0F: 3 clusters Score -69805.64 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -70035.757812 Penalty: 2124.895508
	Iteration 1F: 3 clusters Score -70035.76 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -70092.695312 Penalty: 2124.895508
	Iteration 2F: 3 clusters Score -70092.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -70106.789062 Penalty: 2124.895508
	Iteration 3Q: 3 clusters Score -70106.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -70119.593750 Penalty: 2124.895508
	Iteration 4Q: 3 clusters Score -70119.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -70124.882812 Penalty: 2124.895508
	Iteration 5Q: 3 clusters Score -70124.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -70127.312500 Penalty: 2124.895508
	Iteration 6Q: 3 clusters Score -70127.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -70132.585938 Penalty: 2124.895508
	Iteration 7Q: 3 clusters Score -70132.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -70139.945312 Penalty: 2124.895508
	Iteration 8Q: 3 clusters Score -70139.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -70145.546875 Penalty: 2124.895508
	Iteration 9Q: 3 clusters Score -70145.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -70151.195312 Penalty: 2124.895508
	Iteration 10Q: 3 clusters Score -70151.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -70154.140625 Penalty: 2124.895508
	Iteration 11Q: 3 clusters Score -70154.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -70154.632812 Penalty: 2124.895508
	Iteration 12Q: 3 clusters Score -70154.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -70154.929688 Penalty: 2124.895508
	Iteration 13Q: 3 clusters Score -70154.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -70154.929688 Penalty: 2124.895508
	Iteration 14F: 3 clusters Score -70154.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -13953.337891 Penalty: 893.954468
	Iteration 0F: 2 clusters Score -13953.34 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 117 members 
Entering Unmasked Estep 
Score: -13291.510742 Penalty: 1787.908936
	Iteration 0F: 3 clusters Score -13291.51 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13459.171875 Penalty: 1787.908936
	Iteration 1F: 3 clusters Score -13459.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -13537.101562 Penalty: 1787.908936
	Iteration 2F: 3 clusters Score -13537.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13576.662109 Penalty: 1787.908936
	Iteration 3Q: 3 clusters Score -13576.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -13586.654297 Penalty: 1787.908936
	Iteration 4Q: 3 clusters Score -13586.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13586.903320 Penalty: 1787.908936
	Iteration 5Q: 3 clusters Score -13586.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -13586.903320 Penalty: 1787.908936
	Iteration 6F: 3 clusters Score -13586.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (124256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124256 members 
Entering Unmasked Estep 
Score: -14733606.000000 Penalty: 1906.141235
	Iteration 0F: 2 clusters Score -1.473361e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62260 members 
Mstep: Class 2 contains 61996 members 
Entering Unmasked Estep 
Score: -14657538.000000 Penalty: 3812.282471
	Iteration 0F: 3 clusters Score -1.465754e+07 nChanged 59477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65401 members 
Mstep: Class 2 contains 58855 members 
Entering Unmasked Estep 
Score: -14692289.000000 Penalty: 3812.282471
	Iteration 1F: 3 clusters Score -1.469229e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67890 members 
Mstep: Class 2 contains 56366 members 
Entering Unmasked Estep 
Score: -14692981.000000 Penalty: 3812.282471
	Iteration 2Q: 3 clusters Score -1.469298e+07 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71463 members 
Mstep: Class 2 contains 52793 members 
Entering Unmasked Estep 
Score: -14694261.000000 Penalty: 3812.282471
	Iteration 3Q: 3 clusters Score -1.469426e+07 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76349 members 
Mstep: Class 2 contains 47907 members 
Entering Unmasked Estep 
Score: -14696067.000000 Penalty: 3812.282471
	Iteration 4Q: 3 clusters Score -1.469607e+07 nChanged 7164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82821 members 
Mstep: Class 2 contains 41435 members 
Entering Unmasked Estep 
Score: -14699775.000000 Penalty: 3812.282471
	Iteration 5F: 3 clusters Score -1.469978e+07 nChanged 8808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91213 members 
Mstep: Class 2 contains 33043 members 
Entering Unmasked Estep 
Score: -14706396.000000 Penalty: 3812.282471
	Iteration 6F: 3 clusters Score -1.47064e+07 nChanged 10668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101821 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -14712815.000000 Penalty: 3812.282471
	Iteration 7F: 3 clusters Score -1.471282e+07 nChanged 9588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111349 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -14719990.000000 Penalty: 3812.282471
	Iteration 8F: 3 clusters Score -1.471999e+07 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117731 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -14725857.000000 Penalty: 3812.282471
	Iteration 9F: 3 clusters Score -1.472586e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121098 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -14729178.000000 Penalty: 3812.282471
	Iteration 10Q: 3 clusters Score -1.472918e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122639 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -14730484.000000 Penalty: 3812.282471
	Iteration 11Q: 3 clusters Score -1.473048e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123291 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -14731077.000000 Penalty: 3812.282471
	Iteration 12Q: 3 clusters Score -1.473108e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123601 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -14731371.000000 Penalty: 3812.282471
	Iteration 13Q: 3 clusters Score -1.473137e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123757 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -14731552.000000 Penalty: 3812.282471
	Iteration 14Q: 3 clusters Score -1.473155e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123825 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -14731644.000000 Penalty: 3812.282471
	Iteration 15Q: 3 clusters Score -1.473164e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123857 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -14731714.000000 Penalty: 3812.282471
	Iteration 16Q: 3 clusters Score -1.473171e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123879 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -14731748.000000 Penalty: 3812.282471
	Iteration 17Q: 3 clusters Score -1.473175e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123903 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -14731806.000000 Penalty: 3812.282471
	Iteration 18Q: 3 clusters Score -1.473181e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123926 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -14731869.000000 Penalty: 3812.282471
	Iteration 19Q: 3 clusters Score -1.473187e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123938 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -14731875.000000 Penalty: 3812.282471
	Iteration 20F: 3 clusters Score -1.473188e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123944 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -14731887.000000 Penalty: 3812.282471
	Iteration 21Q: 3 clusters Score -1.473189e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123951 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -14731887.000000 Penalty: 3812.282471
	Iteration 22Q: 3 clusters Score -1.473189e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123952 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -14731895.000000 Penalty: 3812.282471
	Iteration 23Q: 3 clusters Score -1.47319e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123951 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -14731902.000000 Penalty: 3812.282471
	Iteration 24Q: 3 clusters Score -1.47319e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123952 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -14731896.000000 Penalty: 3812.282471
	Iteration 25Q: 3 clusters Score -1.47319e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123954 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -14731903.000000 Penalty: 3812.282471
	Iteration 26Q: 3 clusters Score -1.47319e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123959 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -14731905.000000 Penalty: 3812.282471
	Iteration 27Q: 3 clusters Score -1.47319e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123964 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -14731918.000000 Penalty: 3812.282471
	Iteration 28Q: 3 clusters Score -1.473192e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123967 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -14731921.000000 Penalty: 3812.282471
	Iteration 29Q: 3 clusters Score -1.473192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123967 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -14731922.000000 Penalty: 3812.282471
	Iteration 30Q: 3 clusters Score -1.473192e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123967 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -14731922.000000 Penalty: 3812.282471
	Iteration 31F: 3 clusters Score -1.473192e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (33145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Entering Unmasked Estep 
Score: -3974149.750000 Penalty: 1691.405273
	Iteration 0F: 2 clusters Score -3974150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -3952056.500000 Penalty: 3382.810547
	Iteration 0F: 3 clusters Score -3952056 nChanged 15246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -3960686.250000 Penalty: 3382.810547
	Iteration 1F: 3 clusters Score -3960686 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -3961171.250000 Penalty: 3382.810547
	Iteration 2Q: 3 clusters Score -3961171 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -3961618.750000 Penalty: 3382.810547
	Iteration 3Q: 3 clusters Score -3961619 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -3962215.500000 Penalty: 3382.810547
	Iteration 4Q: 3 clusters Score -3962216 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -3963040.750000 Penalty: 3382.810547
	Iteration 5F: 3 clusters Score -3963041 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -3964431.000000 Penalty: 3382.810547
	Iteration 6F: 3 clusters Score -3964431 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -3966304.000000 Penalty: 3382.810547
	Iteration 7F: 3 clusters Score -3966304 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -3968350.250000 Penalty: 3382.810547
	Iteration 8F: 3 clusters Score -3968350 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -3970106.750000 Penalty: 3382.810547
	Iteration 9F: 3 clusters Score -3970107 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31401 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -3971269.500000 Penalty: 3382.810547
	Iteration 10Q: 3 clusters Score -3971270 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32028 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3971834.750000 Penalty: 3382.810547
	Iteration 11Q: 3 clusters Score -3971835 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3972198.750000 Penalty: 3382.810547
	Iteration 12Q: 3 clusters Score -3972199 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32520 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3972403.750000 Penalty: 3382.810547
	Iteration 13Q: 3 clusters Score -3972404 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3972509.250000 Penalty: 3382.810547
	Iteration 14Q: 3 clusters Score -3972509 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32630 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3972565.750000 Penalty: 3382.810547
	Iteration 15Q: 3 clusters Score -3972566 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32660 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3972597.750000 Penalty: 3382.810547
	Iteration 16Q: 3 clusters Score -3972598 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3972617.750000 Penalty: 3382.810547
	Iteration 17Q: 3 clusters Score -3972618 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3972624.250000 Penalty: 3382.810547
	Iteration 18Q: 3 clusters Score -3972624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32697 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3972635.750000 Penalty: 3382.810547
	Iteration 19Q: 3 clusters Score -3972636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32702 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3972636.500000 Penalty: 3382.810547
	Iteration 20F: 3 clusters Score -3972636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3972642.250000 Penalty: 3382.810547
	Iteration 21Q: 3 clusters Score -3972642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32711 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3972650.000000 Penalty: 3382.810547
	Iteration 22Q: 3 clusters Score -3972650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3972653.250000 Penalty: 3382.810547
	Iteration 23Q: 3 clusters Score -3972653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3972659.250000 Penalty: 3382.810547
	Iteration 24Q: 3 clusters Score -3972659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32715 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3972665.000000 Penalty: 3382.810547
	Iteration 25Q: 3 clusters Score -3972665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32719 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3972673.000000 Penalty: 3382.810547
	Iteration 26Q: 3 clusters Score -3972673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3972673.500000 Penalty: 3382.810547
	Iteration 27Q: 3 clusters Score -3972674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3972678.750000 Penalty: 3382.810547
	Iteration 28Q: 3 clusters Score -3972679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3972680.250000 Penalty: 3382.810547
	Iteration 29Q: 3 clusters Score -3972680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3972681.750000 Penalty: 3382.810547
	Iteration 30Q: 3 clusters Score -3972682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3972675.750000 Penalty: 3382.810547
	Iteration 31Q: 3 clusters Score -3972676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3972683.250000 Penalty: 3382.810547
	Iteration 32Q: 3 clusters Score -3972683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3972678.250000 Penalty: 3382.810547
	Iteration 33Q: 3 clusters Score -3972678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32727 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3972684.000000 Penalty: 3382.810547
	Iteration 34Q: 3 clusters Score -3972684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32728 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3972684.250000 Penalty: 3382.810547
	Iteration 35Q: 3 clusters Score -3972684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32729 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3972685.750000 Penalty: 3382.810547
	Iteration 36Q: 3 clusters Score -3972686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3972688.500000 Penalty: 3382.810547
	Iteration 37Q: 3 clusters Score -3972688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3972678.750000 Penalty: 3382.810547
	Iteration 38Q: 3 clusters Score -3972679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3972687.750000 Penalty: 3382.810547
	Iteration 39Q: 3 clusters Score -3972688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3972687.750000 Penalty: 3382.810547
	Iteration 40F: 3 clusters Score -3972688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -56106.246094 Penalty: 1025.951538
	Iteration 0F: 2 clusters Score -56106.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -54988.976562 Penalty: 2051.903076
	Iteration 0F: 3 clusters Score -54988.98 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -55222.871094 Penalty: 2051.903076
	Iteration 1F: 3 clusters Score -55222.87 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -55373.851562 Penalty: 2051.903076
	Iteration 2F: 3 clusters Score -55373.85 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -55462.777344 Penalty: 2051.903076
	Iteration 3F: 3 clusters Score -55462.78 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -55545.289062 Penalty: 2051.903076
	Iteration 4Q: 3 clusters Score -55545.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -55598.558594 Penalty: 2051.903076
	Iteration 5Q: 3 clusters Score -55598.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -55643.808594 Penalty: 2051.903076
	Iteration 6Q: 3 clusters Score -55643.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -55694.503906 Penalty: 2051.903076
	Iteration 7Q: 3 clusters Score -55694.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -55733.113281 Penalty: 2051.903076
	Iteration 8Q: 3 clusters Score -55733.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -55766.375000 Penalty: 2051.903076
	Iteration 9Q: 3 clusters Score -55766.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -55800.207031 Penalty: 2051.903076
	Iteration 10Q: 3 clusters Score -55800.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -55813.914062 Penalty: 2051.903076
	Iteration 11Q: 3 clusters Score -55813.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -55823.437500 Penalty: 2051.903076
	Iteration 12Q: 3 clusters Score -55823.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -55829.671875 Penalty: 2051.903076
	Iteration 13Q: 3 clusters Score -55829.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -55829.671875 Penalty: 2051.903076
	Iteration 14F: 3 clusters Score -55829.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (37685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37685 members 
Entering Unmasked Estep 
Score: -4322932.000000 Penalty: 1712.265381
	Iteration 0F: 2 clusters Score -4322932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -4297620.000000 Penalty: 3424.530762
	Iteration 0F: 3 clusters Score -4297620 nChanged 17464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -4307389.500000 Penalty: 3424.530762
	Iteration 1F: 3 clusters Score -4307390 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -4307760.500000 Penalty: 3424.530762
	Iteration 2Q: 3 clusters Score -4307760 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -4308190.500000 Penalty: 3424.530762
	Iteration 3Q: 3 clusters Score -4308190 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -4308666.500000 Penalty: 3424.530762
	Iteration 4Q: 3 clusters Score -4308666 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -4309389.000000 Penalty: 3424.530762
	Iteration 5Q: 3 clusters Score -4309389 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -4310483.500000 Penalty: 3424.530762
	Iteration 6F: 3 clusters Score -4310484 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -4312112.500000 Penalty: 3424.530762
	Iteration 7F: 3 clusters Score -4312112 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
Score: -4314295.500000 Penalty: 3424.530762
	Iteration 8F: 3 clusters Score -4314296 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 32628 members 
Entering Unmasked Estep 
Score: -4316712.000000 Penalty: 3424.530762
	Iteration 9F: 3 clusters Score -4316712 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
Score: -4318789.000000 Penalty: 3424.530762
	Iteration 10F: 3 clusters Score -4318789 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 36282 members 
Entering Unmasked Estep 
Score: -4320164.000000 Penalty: 3424.530762
	Iteration 11Q: 3 clusters Score -4320164 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 37016 members 
Entering Unmasked Estep 
Score: -4320846.000000 Penalty: 3424.530762
	Iteration 12Q: 3 clusters Score -4320846 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 37308 members 
Entering Unmasked Estep 
Score: -4321125.500000 Penalty: 3424.530762
	Iteration 13Q: 3 clusters Score -4321126 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 37418 members 
Entering Unmasked Estep 
Score: -4321252.500000 Penalty: 3424.530762
	Iteration 14Q: 3 clusters Score -4321252 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 37463 members 
Entering Unmasked Estep 
Score: -4321314.500000 Penalty: 3424.530762
	Iteration 15Q: 3 clusters Score -4321314 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 37488 members 
Entering Unmasked Estep 
Score: -4321369.000000 Penalty: 3424.530762
	Iteration 16Q: 3 clusters Score -4321369 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 37506 members 
Entering Unmasked Estep 
Score: -4321392.500000 Penalty: 3424.530762
	Iteration 17Q: 3 clusters Score -4321392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 37511 members 
Entering Unmasked Estep 
Score: -4321414.500000 Penalty: 3424.530762
	Iteration 18Q: 3 clusters Score -4321414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 37518 members 
Entering Unmasked Estep 
Score: -4321425.500000 Penalty: 3424.530762
	Iteration 19Q: 3 clusters Score -4321426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 37519 members 
Entering Unmasked Estep 
Score: -4321430.000000 Penalty: 3424.530762
	Iteration 20F: 3 clusters Score -4321430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 37521 members 
Entering Unmasked Estep 
Score: -4321433.000000 Penalty: 3424.530762
	Iteration 21Q: 3 clusters Score -4321433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 37521 members 
Entering Unmasked Estep 
Score: -4321433.000000 Penalty: 3424.530762
	Iteration 22F: 3 clusters Score -4321433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Entering Unmasked Estep 
Score: -1124727.250000 Penalty: 1490.924561
	Iteration 0F: 2 clusters Score -1124727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1117741.375000 Penalty: 2981.849121
	Iteration 0F: 3 clusters Score -1117741 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1120103.375000 Penalty: 2981.849121
	Iteration 1F: 3 clusters Score -1120103 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1120368.500000 Penalty: 2981.849121
	Iteration 2F: 3 clusters Score -1120368 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1120591.125000 Penalty: 2981.849121
	Iteration 3F: 3 clusters Score -1120591 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1120780.125000 Penalty: 2981.849121
	Iteration 4Q: 3 clusters Score -1120780 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1120965.750000 Penalty: 2981.849121
	Iteration 5Q: 3 clusters Score -1120966 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1121162.375000 Penalty: 2981.849121
	Iteration 6Q: 3 clusters Score -1121162 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1121368.500000 Penalty: 2981.849121
	Iteration 7Q: 3 clusters Score -1121368 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1121577.250000 Penalty: 2981.849121
	Iteration 8Q: 3 clusters Score -1121577 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1121792.125000 Penalty: 2981.849121
	Iteration 9Q: 3 clusters Score -1121792 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1122018.250000 Penalty: 2981.849121
	Iteration 10Q: 3 clusters Score -1122018 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1122216.500000 Penalty: 2981.849121
	Iteration 11Q: 3 clusters Score -1122216 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1122415.125000 Penalty: 2981.849121
	Iteration 12Q: 3 clusters Score -1122415 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1122596.000000 Penalty: 2981.849121
	Iteration 13Q: 3 clusters Score -1122596 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1122723.375000 Penalty: 2981.849121
	Iteration 14Q: 3 clusters Score -1122723 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1122797.625000 Penalty: 2981.849121
	Iteration 15Q: 3 clusters Score -1122798 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1122862.750000 Penalty: 2981.849121
	Iteration 16Q: 3 clusters Score -1122863 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1122924.375000 Penalty: 2981.849121
	Iteration 17Q: 3 clusters Score -1122924 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1122986.625000 Penalty: 2981.849121
	Iteration 18Q: 3 clusters Score -1122987 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1123056.000000 Penalty: 2981.849121
	Iteration 19Q: 3 clusters Score -1123056 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1123129.125000 Penalty: 2981.849121
	Iteration 20F: 3 clusters Score -1123129 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1123185.625000 Penalty: 2981.849121
	Iteration 21Q: 3 clusters Score -1123186 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1123242.250000 Penalty: 2981.849121
	Iteration 22Q: 3 clusters Score -1123242 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1123289.375000 Penalty: 2981.849121
	Iteration 23Q: 3 clusters Score -1123289 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1123331.250000 Penalty: 2981.849121
	Iteration 24Q: 3 clusters Score -1123331 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1123363.375000 Penalty: 2981.849121
	Iteration 25Q: 3 clusters Score -1123363 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1123384.750000 Penalty: 2981.849121
	Iteration 26Q: 3 clusters Score -1123385 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1123404.500000 Penalty: 2981.849121
	Iteration 27Q: 3 clusters Score -1123404 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1123427.375000 Penalty: 2981.849121
	Iteration 28Q: 3 clusters Score -1123427 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1123449.125000 Penalty: 2981.849121
	Iteration 29Q: 3 clusters Score -1123449 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1123466.250000 Penalty: 2981.849121
	Iteration 30Q: 3 clusters Score -1123466 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1123481.875000 Penalty: 2981.849121
	Iteration 31Q: 3 clusters Score -1123482 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1123494.250000 Penalty: 2981.849121
	Iteration 32Q: 3 clusters Score -1123494 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1123502.750000 Penalty: 2981.849121
	Iteration 33Q: 3 clusters Score -1123503 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1123518.375000 Penalty: 2981.849121
	Iteration 34Q: 3 clusters Score -1123518 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1123524.500000 Penalty: 2981.849121
	Iteration 35Q: 3 clusters Score -1123524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1123533.625000 Penalty: 2981.849121
	Iteration 36Q: 3 clusters Score -1123534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1123538.875000 Penalty: 2981.849121
	Iteration 37Q: 3 clusters Score -1123539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1123545.000000 Penalty: 2981.849121
	Iteration 38Q: 3 clusters Score -1123545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1123554.500000 Penalty: 2981.849121
	Iteration 39Q: 3 clusters Score -1123554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1123558.750000 Penalty: 2981.849121
	Iteration 40F: 3 clusters Score -1123559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1123558.500000 Penalty: 2981.849121
	Iteration 41Q: 3 clusters Score -1123558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1123561.125000 Penalty: 2981.849121
	Iteration 42Q: 3 clusters Score -1123561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1123563.250000 Penalty: 2981.849121
	Iteration 43Q: 3 clusters Score -1123563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1123564.250000 Penalty: 2981.849121
	Iteration 44Q: 3 clusters Score -1123564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1123566.875000 Penalty: 2981.849121
	Iteration 45Q: 3 clusters Score -1123567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1123567.750000 Penalty: 2981.849121
	Iteration 46Q: 3 clusters Score -1123568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1123569.250000 Penalty: 2981.849121
	Iteration 47Q: 3 clusters Score -1123569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1123570.625000 Penalty: 2981.849121
	Iteration 48Q: 3 clusters Score -1123571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1123569.375000 Penalty: 2981.849121
	Iteration 49Q: 3 clusters Score -1123569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1123570.750000 Penalty: 2981.849121
	Iteration 50Q: 3 clusters Score -1123571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1123571.750000 Penalty: 2981.849121
	Iteration 51Q: 3 clusters Score -1123572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1123572.000000 Penalty: 2981.849121
	Iteration 52Q: 3 clusters Score -1123572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1123571.500000 Penalty: 2981.849121
	Iteration 53Q: 3 clusters Score -1123572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1123572.125000 Penalty: 2981.849121
	Iteration 54Q: 3 clusters Score -1123572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1123571.375000 Penalty: 2981.849121
	Iteration 55Q: 3 clusters Score -1123571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1123571.375000 Penalty: 2981.849121
	Iteration 56F: 3 clusters Score -1123571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (31386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31386 members 
Entering Unmasked Estep 
Score: -3675614.750000 Penalty: 1682.544067
	Iteration 0F: 2 clusters Score -3675615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -3654548.250000 Penalty: 3365.088135
	Iteration 0F: 3 clusters Score -3654548 nChanged 14417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -3662506.000000 Penalty: 3365.088135
	Iteration 1F: 3 clusters Score -3662506 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -3662804.250000 Penalty: 3365.088135
	Iteration 2Q: 3 clusters Score -3662804 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -3663054.500000 Penalty: 3365.088135
	Iteration 3Q: 3 clusters Score -3663054 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -3663254.000000 Penalty: 3365.088135
	Iteration 4Q: 3 clusters Score -3663254 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -3663434.250000 Penalty: 3365.088135
	Iteration 5Q: 3 clusters Score -3663434 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -3663580.750000 Penalty: 3365.088135
	Iteration 6Q: 3 clusters Score -3663581 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -3663758.000000 Penalty: 3365.088135
	Iteration 7Q: 3 clusters Score -3663758 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -3663902.750000 Penalty: 3365.088135
	Iteration 8Q: 3 clusters Score -3663903 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -3664135.500000 Penalty: 3365.088135
	Iteration 9Q: 3 clusters Score -3664136 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -3664478.500000 Penalty: 3365.088135
	Iteration 10Q: 3 clusters Score -3664478 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -3664968.250000 Penalty: 3365.088135
	Iteration 11Q: 3 clusters Score -3664968 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -3665835.750000 Penalty: 3365.088135
	Iteration 12Q: 3 clusters Score -3665836 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -3667140.750000 Penalty: 3365.088135
	Iteration 13F: 3 clusters Score -3667141 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -3668728.500000 Penalty: 3365.088135
	Iteration 14F: 3 clusters Score -3668728 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -3670323.250000 Penalty: 3365.088135
	Iteration 15F: 3 clusters Score -3670323 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 27895 members 
Entering Unmasked Estep 
Score: -3671557.500000 Penalty: 3365.088135
	Iteration 16Q: 3 clusters Score -3671558 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -3672411.000000 Penalty: 3365.088135
	Iteration 17Q: 3 clusters Score -3672411 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -3672993.250000 Penalty: 3365.088135
	Iteration 18Q: 3 clusters Score -3672993 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -3673361.250000 Penalty: 3365.088135
	Iteration 19Q: 3 clusters Score -3673361 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 30364 members 
Entering Unmasked Estep 
Score: -3673611.500000 Penalty: 3365.088135
	Iteration 20F: 3 clusters Score -3673612 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 30587 members 
Entering Unmasked Estep 
Score: -3673812.750000 Penalty: 3365.088135
	Iteration 21Q: 3 clusters Score -3673813 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 30736 members 
Entering Unmasked Estep 
Score: -3673945.500000 Penalty: 3365.088135
	Iteration 22Q: 3 clusters Score -3673946 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 30815 members 
Entering Unmasked Estep 
Score: -3674001.000000 Penalty: 3365.088135
	Iteration 23Q: 3 clusters Score -3674001 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 30864 members 
Entering Unmasked Estep 
Score: -3674053.750000 Penalty: 3365.088135
	Iteration 24Q: 3 clusters Score -3674054 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 30901 members 
Entering Unmasked Estep 
Score: -3674083.500000 Penalty: 3365.088135
	Iteration 25Q: 3 clusters Score -3674084 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -3674110.000000 Penalty: 3365.088135
	Iteration 26Q: 3 clusters Score -3674110 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
Score: -3674122.500000 Penalty: 3365.088135
	Iteration 27Q: 3 clusters Score -3674122 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 30970 members 
Entering Unmasked Estep 
Score: -3674146.250000 Penalty: 3365.088135
	Iteration 28Q: 3 clusters Score -3674146 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 30987 members 
Entering Unmasked Estep 
Score: -3674159.250000 Penalty: 3365.088135
	Iteration 29Q: 3 clusters Score -3674159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 30998 members 
Entering Unmasked Estep 
Score: -3674164.750000 Penalty: 3365.088135
	Iteration 30Q: 3 clusters Score -3674165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -3674175.750000 Penalty: 3365.088135
	Iteration 31Q: 3 clusters Score -3674176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 31017 members 
Entering Unmasked Estep 
Score: -3674181.250000 Penalty: 3365.088135
	Iteration 32Q: 3 clusters Score -3674181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 31025 members 
Entering Unmasked Estep 
Score: -3674191.750000 Penalty: 3365.088135
	Iteration 33Q: 3 clusters Score -3674192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 31034 members 
Entering Unmasked Estep 
Score: -3674203.750000 Penalty: 3365.088135
	Iteration 34Q: 3 clusters Score -3674204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -3674213.750000 Penalty: 3365.088135
	Iteration 35Q: 3 clusters Score -3674214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 31045 members 
Entering Unmasked Estep 
Score: -3674218.500000 Penalty: 3365.088135
	Iteration 36Q: 3 clusters Score -3674218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -3674221.250000 Penalty: 3365.088135
	Iteration 37Q: 3 clusters Score -3674221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 31048 members 
Entering Unmasked Estep 
Score: -3674225.000000 Penalty: 3365.088135
	Iteration 38Q: 3 clusters Score -3674225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -3674231.000000 Penalty: 3365.088135
	Iteration 39Q: 3 clusters Score -3674231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 31057 members 
Entering Unmasked Estep 
Score: -3674231.750000 Penalty: 3365.088135
	Iteration 40F: 3 clusters Score -3674232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 31059 members 
Entering Unmasked Estep 
Score: -3674230.250000 Penalty: 3365.088135
	Iteration 41Q: 3 clusters Score -3674230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 31062 members 
Entering Unmasked Estep 
Score: -3674236.500000 Penalty: 3365.088135
	Iteration 42Q: 3 clusters Score -3674236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -3674237.750000 Penalty: 3365.088135
	Iteration 43Q: 3 clusters Score -3674238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -3674237.750000 Penalty: 3365.088135
	Iteration 44F: 3 clusters Score -3674238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (83263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83263 members 
Entering Unmasked Estep 
Score: -9924685.000000 Penalty: 1841.085938
	Iteration 0F: 2 clusters Score -9924685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41774 members 
Mstep: Class 2 contains 41489 members 
Entering Unmasked Estep 
Score: -9869287.000000 Penalty: 3682.171875
	Iteration 0F: 3 clusters Score -9869287 nChanged 39649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44769 members 
Mstep: Class 2 contains 38494 members 
Entering Unmasked Estep 
Score: -9891933.000000 Penalty: 3682.171875
	Iteration 1F: 3 clusters Score -9891933 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46375 members 
Mstep: Class 2 contains 36888 members 
Entering Unmasked Estep 
Score: -9892625.000000 Penalty: 3682.171875
	Iteration 2Q: 3 clusters Score -9892625 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48766 members 
Mstep: Class 2 contains 34497 members 
Entering Unmasked Estep 
Score: -9893499.000000 Penalty: 3682.171875
	Iteration 3Q: 3 clusters Score -9893499 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52346 members 
Mstep: Class 2 contains 30917 members 
Entering Unmasked Estep 
Score: -9895186.000000 Penalty: 3682.171875
	Iteration 4Q: 3 clusters Score -9895186 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57537 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -9898339.000000 Penalty: 3682.171875
	Iteration 5F: 3 clusters Score -9898339 nChanged 6978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64511 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -9903984.000000 Penalty: 3682.171875
	Iteration 6F: 3 clusters Score -9903984 nChanged 7931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72440 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -9911801.000000 Penalty: 3682.171875
	Iteration 7F: 3 clusters Score -9911801 nChanged 6515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78955 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -9918595.000000 Penalty: 3682.171875
	Iteration 8F: 3 clusters Score -9918595 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82163 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -9921891.000000 Penalty: 3682.171875
	Iteration 9Q: 3 clusters Score -9921891 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83007 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -9922749.000000 Penalty: 3682.171875
	Iteration 10Q: 3 clusters Score -9922749 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83129 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -9922932.000000 Penalty: 3682.171875
	Iteration 11Q: 3 clusters Score -9922932 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83151 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9923000.000000 Penalty: 3682.171875
	Iteration 12Q: 3 clusters Score -9923000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83151 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9923026.000000 Penalty: 3682.171875
	Iteration 13Q: 3 clusters Score -9923026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83151 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -9923035.000000 Penalty: 3682.171875
	Iteration 14Q: 3 clusters Score -9923035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83150 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9923035.000000 Penalty: 3682.171875
	Iteration 15Q: 3 clusters Score -9923035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83150 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -9923035.000000 Penalty: 3682.171875
	Iteration 16F: 3 clusters Score -9923035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (25917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Entering Unmasked Estep 
Score: -2856715.500000 Penalty: 1651.431396
	Iteration 0F: 2 clusters Score -2856716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -2839181.500000 Penalty: 3302.862793
	Iteration 0F: 3 clusters Score -2839182 nChanged 11925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -2845550.500000 Penalty: 3302.862793
	Iteration 1F: 3 clusters Score -2845550 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -2845907.750000 Penalty: 3302.862793
	Iteration 2Q: 3 clusters Score -2845908 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -2846292.500000 Penalty: 3302.862793
	Iteration 3Q: 3 clusters Score -2846292 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -2846806.500000 Penalty: 3302.862793
	Iteration 4Q: 3 clusters Score -2846806 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -2847544.500000 Penalty: 3302.862793
	Iteration 5F: 3 clusters Score -2847544 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -2848576.750000 Penalty: 3302.862793
	Iteration 6F: 3 clusters Score -2848577 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -2850042.250000 Penalty: 3302.862793
	Iteration 7F: 3 clusters Score -2850042 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -2851795.750000 Penalty: 3302.862793
	Iteration 8F: 3 clusters Score -2851796 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -2853480.000000 Penalty: 3302.862793
	Iteration 9F: 3 clusters Score -2853480 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -2854561.750000 Penalty: 3302.862793
	Iteration 10Q: 3 clusters Score -2854562 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -2855001.250000 Penalty: 3302.862793
	Iteration 11Q: 3 clusters Score -2855001 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -2855168.750000 Penalty: 3302.862793
	Iteration 12Q: 3 clusters Score -2855169 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -2855215.000000 Penalty: 3302.862793
	Iteration 13Q: 3 clusters Score -2855215 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -2855244.250000 Penalty: 3302.862793
	Iteration 14Q: 3 clusters Score -2855244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -2855259.000000 Penalty: 3302.862793
	Iteration 15Q: 3 clusters Score -2855259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -2855265.250000 Penalty: 3302.862793
	Iteration 16Q: 3 clusters Score -2855265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -2855268.500000 Penalty: 3302.862793
	Iteration 17Q: 3 clusters Score -2855268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -2855272.500000 Penalty: 3302.862793
	Iteration 18Q: 3 clusters Score -2855272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -2855271.750000 Penalty: 3302.862793
	Iteration 19Q: 3 clusters Score -2855272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -2855271.750000 Penalty: 3302.862793
	Iteration 20F: 3 clusters Score -2855272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Entering Unmasked Estep 
Score: -83136.476562 Penalty: 1105.027588
	Iteration 0F: 2 clusters Score -83136.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -81847.343750 Penalty: 2210.055176
	Iteration 0F: 3 clusters Score -81847.34 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -82159.835938 Penalty: 2210.055176
	Iteration 1F: 3 clusters Score -82159.84 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -82299.835938 Penalty: 2210.055176
	Iteration 2F: 3 clusters Score -82299.84 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -82379.828125 Penalty: 2210.055176
	Iteration 3F: 3 clusters Score -82379.83 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -82430.359375 Penalty: 2210.055176
	Iteration 4Q: 3 clusters Score -82430.36 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -82477.765625 Penalty: 2210.055176
	Iteration 5Q: 3 clusters Score -82477.77 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -82523.742188 Penalty: 2210.055176
	Iteration 6Q: 3 clusters Score -82523.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -82554.414062 Penalty: 2210.055176
	Iteration 7Q: 3 clusters Score -82554.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -82569.359375 Penalty: 2210.055176
	Iteration 8Q: 3 clusters Score -82569.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -82587.812500 Penalty: 2210.055176
	Iteration 9Q: 3 clusters Score -82587.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -82612.414062 Penalty: 2210.055176
	Iteration 10Q: 3 clusters Score -82612.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -82635.320312 Penalty: 2210.055176
	Iteration 11Q: 3 clusters Score -82635.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -82647.718750 Penalty: 2210.055176
	Iteration 12Q: 3 clusters Score -82647.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -82660.078125 Penalty: 2210.055176
	Iteration 13Q: 3 clusters Score -82660.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -82674.117188 Penalty: 2210.055176
	Iteration 14Q: 3 clusters Score -82674.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -82690.093750 Penalty: 2210.055176
	Iteration 15Q: 3 clusters Score -82690.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -82706.710938 Penalty: 2210.055176
	Iteration 16Q: 3 clusters Score -82706.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -82720.460938 Penalty: 2210.055176
	Iteration 17Q: 3 clusters Score -82720.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -82731.742188 Penalty: 2210.055176
	Iteration 18Q: 3 clusters Score -82731.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -82734.710938 Penalty: 2210.055176
	Iteration 19Q: 3 clusters Score -82734.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -82744.054688 Penalty: 2210.055176
	Iteration 20F: 3 clusters Score -82744.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -82748.257812 Penalty: 2210.055176
	Iteration 21Q: 3 clusters Score -82748.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -82751.593750 Penalty: 2210.055176
	Iteration 22Q: 3 clusters Score -82751.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -82752.335938 Penalty: 2210.055176
	Iteration 23Q: 3 clusters Score -82752.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -82752.335938 Penalty: 2210.055176
	Iteration 24F: 3 clusters Score -82752.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Entering Unmasked Estep 
Score: -82501.359375 Penalty: 1089.666260
	Iteration 0F: 2 clusters Score -82501.36 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 438 members 
Entering Unmasked Estep 
Score: -81225.500000 Penalty: 2179.332520
	Iteration 0F: 3 clusters Score -81225.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -81544.703125 Penalty: 2179.332520
	Iteration 1F: 3 clusters Score -81544.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -81696.468750 Penalty: 2179.332520
	Iteration 2F: 3 clusters Score -81696.47 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -81790.710938 Penalty: 2179.332520
	Iteration 3F: 3 clusters Score -81790.71 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -81857.804688 Penalty: 2179.332520
	Iteration 4Q: 3 clusters Score -81857.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -81912.046875 Penalty: 2179.332520
	Iteration 5Q: 3 clusters Score -81912.05 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -81955.242188 Penalty: 2179.332520
	Iteration 6Q: 3 clusters Score -81955.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -81986.820312 Penalty: 2179.332520
	Iteration 7Q: 3 clusters Score -81986.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -82016.812500 Penalty: 2179.332520
	Iteration 8Q: 3 clusters Score -82016.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -82050.273438 Penalty: 2179.332520
	Iteration 9Q: 3 clusters Score -82050.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -82066.125000 Penalty: 2179.332520
	Iteration 10Q: 3 clusters Score -82066.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -82083.640625 Penalty: 2179.332520
	Iteration 11Q: 3 clusters Score -82083.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -82100.171875 Penalty: 2179.332520
	Iteration 12Q: 3 clusters Score -82100.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -82106.281250 Penalty: 2179.332520
	Iteration 13Q: 3 clusters Score -82106.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -82114.218750 Penalty: 2179.332520
	Iteration 14Q: 3 clusters Score -82114.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -82117.843750 Penalty: 2179.332520
	Iteration 15Q: 3 clusters Score -82117.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -82119.453125 Penalty: 2179.332520
	Iteration 16Q: 3 clusters Score -82119.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -82122.882812 Penalty: 2179.332520
	Iteration 17Q: 3 clusters Score -82122.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -82124.632812 Penalty: 2179.332520
	Iteration 18Q: 3 clusters Score -82124.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -82126.515625 Penalty: 2179.332520
	Iteration 19F: 3 clusters Score -82126.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -82128.273438 Penalty: 2179.332520
	Iteration 20F: 3 clusters Score -82128.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -82128.851562 Penalty: 2179.332520
	Iteration 21Q: 3 clusters Score -82128.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -82128.851562 Penalty: 2179.332520
	Iteration 22F: 3 clusters Score -82128.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Entering Unmasked Estep 
Score: -278623.562500 Penalty: 1276.526001
	Iteration 0F: 2 clusters Score -278623.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -276143.843750 Penalty: 2553.052002
	Iteration 0F: 3 clusters Score -276143.8 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -276709.312500 Penalty: 2553.052002
	Iteration 1F: 3 clusters Score -276709.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -276839.218750 Penalty: 2553.052002
	Iteration 2F: 3 clusters Score -276839.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -276923.656250 Penalty: 2553.052002
	Iteration 3F: 3 clusters Score -276923.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -276983.250000 Penalty: 2553.052002
	Iteration 4Q: 3 clusters Score -276983.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -277026.375000 Penalty: 2553.052002
	Iteration 5Q: 3 clusters Score -277026.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -277073.812500 Penalty: 2553.052002
	Iteration 6Q: 3 clusters Score -277073.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -277136.875000 Penalty: 2553.052002
	Iteration 7Q: 3 clusters Score -277136.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -277202.250000 Penalty: 2553.052002
	Iteration 8Q: 3 clusters Score -277202.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -277264.625000 Penalty: 2553.052002
	Iteration 9Q: 3 clusters Score -277264.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -277310.187500 Penalty: 2553.052002
	Iteration 10Q: 3 clusters Score -277310.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -277340.718750 Penalty: 2553.052002
	Iteration 11Q: 3 clusters Score -277340.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -277368.781250 Penalty: 2553.052002
	Iteration 12Q: 3 clusters Score -277368.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -277392.375000 Penalty: 2553.052002
	Iteration 13Q: 3 clusters Score -277392.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -277409.906250 Penalty: 2553.052002
	Iteration 14Q: 3 clusters Score -277409.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -277428.250000 Penalty: 2553.052002
	Iteration 15Q: 3 clusters Score -277428.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -277451.468750 Penalty: 2553.052002
	Iteration 16Q: 3 clusters Score -277451.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -277466.468750 Penalty: 2553.052002
	Iteration 17Q: 3 clusters Score -277466.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -277481.250000 Penalty: 2553.052002
	Iteration 18Q: 3 clusters Score -277481.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -277495.156250 Penalty: 2553.052002
	Iteration 19Q: 3 clusters Score -277495.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -277512.593750 Penalty: 2553.052002
	Iteration 20F: 3 clusters Score -277512.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -277526.062500 Penalty: 2553.052002
	Iteration 21Q: 3 clusters Score -277526.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -277534.656250 Penalty: 2553.052002
	Iteration 22Q: 3 clusters Score -277534.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -277543.687500 Penalty: 2553.052002
	Iteration 23Q: 3 clusters Score -277543.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -277553.156250 Penalty: 2553.052002
	Iteration 24Q: 3 clusters Score -277553.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -277560.218750 Penalty: 2553.052002
	Iteration 25Q: 3 clusters Score -277560.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -277562.750000 Penalty: 2553.052002
	Iteration 26Q: 3 clusters Score -277562.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -277565.156250 Penalty: 2553.052002
	Iteration 27Q: 3 clusters Score -277565.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -277568.343750 Penalty: 2553.052002
	Iteration 28Q: 3 clusters Score -277568.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -277570.875000 Penalty: 2553.052002
	Iteration 29Q: 3 clusters Score -277570.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -277572.218750 Penalty: 2553.052002
	Iteration 30Q: 3 clusters Score -277572.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -277575.437500 Penalty: 2553.052002
	Iteration 31Q: 3 clusters Score -277575.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -277578.843750 Penalty: 2553.052002
	Iteration 32Q: 3 clusters Score -277578.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -277582.968750 Penalty: 2553.052002
	Iteration 33Q: 3 clusters Score -277583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -277588.343750 Penalty: 2553.052002
	Iteration 34Q: 3 clusters Score -277588.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -277595.093750 Penalty: 2553.052002
	Iteration 35Q: 3 clusters Score -277595.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -277599.937500 Penalty: 2553.052002
	Iteration 36Q: 3 clusters Score -277599.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -277603.968750 Penalty: 2553.052002
	Iteration 37Q: 3 clusters Score -277604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -277605.906250 Penalty: 2553.052002
	Iteration 38Q: 3 clusters Score -277605.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -277606.562500 Penalty: 2553.052002
	Iteration 39Q: 3 clusters Score -277606.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -277607.343750 Penalty: 2553.052002
	Iteration 40F: 3 clusters Score -277607.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (42543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42543 members 
Entering Unmasked Estep 
Score: -5093682.500000 Penalty: 1731.968994
	Iteration 0F: 2 clusters Score -5093682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -5065264.000000 Penalty: 3463.937988
	Iteration 0F: 3 clusters Score -5065264 nChanged 19802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -5076224.000000 Penalty: 3463.937988
	Iteration 1F: 3 clusters Score -5076224 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -5076560.000000 Penalty: 3463.937988
	Iteration 2Q: 3 clusters Score -5076560 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -5076863.000000 Penalty: 3463.937988
	Iteration 3Q: 3 clusters Score -5076863 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -5077211.000000 Penalty: 3463.937988
	Iteration 4Q: 3 clusters Score -5077211 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -5077628.000000 Penalty: 3463.937988
	Iteration 5Q: 3 clusters Score -5077628 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -5078219.000000 Penalty: 3463.937988
	Iteration 6Q: 3 clusters Score -5078219 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -5079167.500000 Penalty: 3463.937988
	Iteration 7Q: 3 clusters Score -5079168 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -5080890.500000 Penalty: 3463.937988
	Iteration 8F: 3 clusters Score -5080890 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -5083801.000000 Penalty: 3463.937988
	Iteration 9F: 3 clusters Score -5083801 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -5087038.000000 Penalty: 3463.937988
	Iteration 10F: 3 clusters Score -5087038 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -5088867.000000 Penalty: 3463.937988
	Iteration 11F: 3 clusters Score -5088867 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -5089976.500000 Penalty: 3463.937988
	Iteration 12Q: 3 clusters Score -5089976 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -5090759.500000 Penalty: 3463.937988
	Iteration 13Q: 3 clusters Score -5090760 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -5091232.000000 Penalty: 3463.937988
	Iteration 14Q: 3 clusters Score -5091232 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -5091461.000000 Penalty: 3463.937988
	Iteration 15Q: 3 clusters Score -5091461 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -5091659.000000 Penalty: 3463.937988
	Iteration 16Q: 3 clusters Score -5091659 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -5091707.000000 Penalty: 3463.937988
	Iteration 17Q: 3 clusters Score -5091707 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -5091714.000000 Penalty: 3463.937988
	Iteration 18Q: 3 clusters Score -5091714 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -5091741.000000 Penalty: 3463.937988
	Iteration 19Q: 3 clusters Score -5091741 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -5091727.000000 Penalty: 3463.937988
	Iteration 20F: 3 clusters Score -5091727 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -5091763.500000 Penalty: 3463.937988
	Iteration 21Q: 3 clusters Score -5091764 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -5091749.500000 Penalty: 3463.937988
	Iteration 22Q: 3 clusters Score -5091750 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -5091745.000000 Penalty: 3463.937988
	Iteration 23Q: 3 clusters Score -5091745 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -5091777.000000 Penalty: 3463.937988
	Iteration 24Q: 3 clusters Score -5091777 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -5091773.000000 Penalty: 3463.937988
	Iteration 25Q: 3 clusters Score -5091773 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -5091773.500000 Penalty: 3463.937988
	Iteration 26Q: 3 clusters Score -5091774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -5091766.000000 Penalty: 3463.937988
	Iteration 27Q: 3 clusters Score -5091766 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -5091766.000000 Penalty: 3463.937988
	Iteration 28Q: 3 clusters Score -5091766 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -5091741.000000 Penalty: 3463.937988
	Iteration 29Q: 3 clusters Score -5091741 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -5091742.000000 Penalty: 3463.937988
	Iteration 30Q: 3 clusters Score -5091742 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -5091765.000000 Penalty: 3463.937988
	Iteration 31Q: 3 clusters Score -5091765 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -5091778.000000 Penalty: 3463.937988
	Iteration 32Q: 3 clusters Score -5091778 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -5091752.000000 Penalty: 3463.937988
	Iteration 33Q: 3 clusters Score -5091752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -5091765.500000 Penalty: 3463.937988
	Iteration 34Q: 3 clusters Score -5091766 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -5091765.000000 Penalty: 3463.937988
	Iteration 35Q: 3 clusters Score -5091765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -5091766.000000 Penalty: 3463.937988
	Iteration 36Q: 3 clusters Score -5091766 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -5091778.000000 Penalty: 3463.937988
	Iteration 37Q: 3 clusters Score -5091778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -5091789.500000 Penalty: 3463.937988
	Iteration 38Q: 3 clusters Score -5091790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -5091772.500000 Penalty: 3463.937988
	Iteration 39Q: 3 clusters Score -5091772 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -5091762.000000 Penalty: 3463.937988
	Iteration 40F: 3 clusters Score -5091762 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -5091719.000000 Penalty: 3463.937988
	Iteration 41Q: 3 clusters Score -5091719 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -5091775.000000 Penalty: 3463.937988
	Iteration 42Q: 3 clusters Score -5091775 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -5091762.000000 Penalty: 3463.937988
	Iteration 43Q: 3 clusters Score -5091762 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -5091759.000000 Penalty: 3463.937988
	Iteration 44Q: 3 clusters Score -5091759 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -5091773.500000 Penalty: 3463.937988
	Iteration 45Q: 3 clusters Score -5091774 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -5091722.000000 Penalty: 3463.937988
	Iteration 46Q: 3 clusters Score -5091722 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -5091755.000000 Penalty: 3463.937988
	Iteration 47Q: 3 clusters Score -5091755 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -5091766.500000 Penalty: 3463.937988
	Iteration 48Q: 3 clusters Score -5091766 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -5091763.000000 Penalty: 3463.937988
	Iteration 49Q: 3 clusters Score -5091763 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -5091772.500000 Penalty: 3463.937988
	Iteration 50Q: 3 clusters Score -5091772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -5091769.500000 Penalty: 3463.937988
	Iteration 51Q: 3 clusters Score -5091770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -5091760.500000 Penalty: 3463.937988
	Iteration 52Q: 3 clusters Score -5091760 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -5091755.500000 Penalty: 3463.937988
	Iteration 53Q: 3 clusters Score -5091756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -5091758.000000 Penalty: 3463.937988
	Iteration 54Q: 3 clusters Score -5091758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -5091746.000000 Penalty: 3463.937988
	Iteration 55Q: 3 clusters Score -5091746 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -5091783.000000 Penalty: 3463.937988
	Iteration 56Q: 3 clusters Score -5091783 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -5091745.000000 Penalty: 3463.937988
	Iteration 57Q: 3 clusters Score -5091745 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -5091771.500000 Penalty: 3463.937988
	Iteration 58Q: 3 clusters Score -5091772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -5091758.000000 Penalty: 3463.937988
	Iteration 59Q: 3 clusters Score -5091758 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -5091771.000000 Penalty: 3463.937988
	Iteration 60F: 3 clusters Score -5091771 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -5091754.000000 Penalty: 3463.937988
	Iteration 61Q: 3 clusters Score -5091754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -5091747.000000 Penalty: 3463.937988
	Iteration 62Q: 3 clusters Score -5091747 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -5091770.000000 Penalty: 3463.937988
	Iteration 63Q: 3 clusters Score -5091770 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -5091765.500000 Penalty: 3463.937988
	Iteration 64Q: 3 clusters Score -5091766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -5091740.000000 Penalty: 3463.937988
	Iteration 65Q: 3 clusters Score -5091740 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -5091778.000000 Penalty: 3463.937988
	Iteration 66Q: 3 clusters Score -5091778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -5091767.500000 Penalty: 3463.937988
	Iteration 67Q: 3 clusters Score -5091768 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -5091763.000000 Penalty: 3463.937988
	Iteration 68Q: 3 clusters Score -5091763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -5091760.000000 Penalty: 3463.937988
	Iteration 69Q: 3 clusters Score -5091760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -5091762.000000 Penalty: 3463.937988
	Iteration 70Q: 3 clusters Score -5091762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -5091751.500000 Penalty: 3463.937988
	Iteration 71Q: 3 clusters Score -5091752 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -5091756.000000 Penalty: 3463.937988
	Iteration 72Q: 3 clusters Score -5091756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -5091748.000000 Penalty: 3463.937988
	Iteration 73Q: 3 clusters Score -5091748 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -5091760.000000 Penalty: 3463.937988
	Iteration 74Q: 3 clusters Score -5091760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -5091747.500000 Penalty: 3463.937988
	Iteration 75Q: 3 clusters Score -5091748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -5091732.500000 Penalty: 3463.937988
	Iteration 76Q: 3 clusters Score -5091732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -5091732.500000 Penalty: 3463.937988
	Iteration 77F: 3 clusters Score -5091732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Entering Unmasked Estep 
Score: -31160.082031 Penalty: 970.744080
	Iteration 0F: 2 clusters Score -31160.08 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 200 members 
Entering Unmasked Estep 
Score: -30204.777344 Penalty: 1941.488159
	Iteration 0F: 3 clusters Score -30204.78 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -30460.849609 Penalty: 1941.488159
	Iteration 1F: 3 clusters Score -30460.85 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -30859.226562 Penalty: 1941.488159
	Iteration 2F: 3 clusters Score -30859.23 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -31046.220703 Penalty: 1941.488159
	Iteration 3F: 3 clusters Score -31046.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -31199.648438 Penalty: 1941.488159
	Iteration 4F: 3 clusters Score -31199.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -31294.703125 Penalty: 1941.488159
	Iteration 5Q: 3 clusters Score -31294.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -31311.365234 Penalty: 1941.488159
	Iteration 6Q: 3 clusters Score -31311.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -31340.917969 Penalty: 1941.488159
	Iteration 7Q: 3 clusters Score -31340.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31351.943359 Penalty: 1941.488159
	Iteration 8Q: 3 clusters Score -31351.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -31361.085938 Penalty: 1941.488159
	Iteration 9Q: 3 clusters Score -31361.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -31361.085938 Penalty: 1941.488159
	Iteration 10F: 3 clusters Score -31361.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 3488 members 
Mstep: Class 3 contains 27017 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34368 members 
Mstep: Class 6 contains 73962 members 
Mstep: Class 7 contains 10305 members 
Mstep: Class 8 contains 36697 members 
Mstep: Class 9 contains 32014 members 
Mstep: Class 10 contains 16181 members 
Mstep: Class 11 contains 8082 members 
Mstep: Class 12 contains 61509 members 
Mstep: Class 13 contains 4120 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1904 members 
Mstep: Class 16 contains 35419 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 124256 members 
Mstep: Class 20 contains 33145 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37685 members 
Mstep: Class 23 contains 9652 members 
Mstep: Class 24 contains 31386 members 
Mstep: Class 25 contains 83263 members 
Mstep: Class 26 contains 25917 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 817 members 
Mstep: Class 29 contains 2580 members 
Mstep: Class 30 contains 42543 members 
Mstep: Class 31 contains 245 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 53804 members 
Mstep: Class 34 contains 1335 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 65300 members 
Mstep: Class 38 contains 12802 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10658 members 
Mstep: Class 41 contains 136882 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 99611 members 
Mstep: Class 45 contains 192160 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 55372 members 
Mstep: Class 48 contains 307 members 
Mstep: Class 49 contains 115986 members 
Mstep: Class 50 contains 101581 members 
Mstep: Class 51 contains 773 members 
Mstep: Class 52 contains 38137 members 
Mstep: Class 53 contains 52469 members 
Mstep: Class 54 contains 11902 members 
Mstep: Class 55 contains 19870 members 
Mstep: Class 56 contains 148 members 
Entering Unmasked Estep 
Score: -194742048.000000 Penalty: 130671.539062
Splitting cluster 31 changes total score from -194743552.000000 to -194742048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -14677.356445 Penalty: 910.344360
	Iteration 0F: 2 clusters Score -14677.36 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 124 members 
Entering Unmasked Estep 
Score: -14011.407227 Penalty: 1820.688721
	Iteration 0F: 3 clusters Score -14011.41 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -14282.859375 Penalty: 1820.688721
	Iteration 1F: 3 clusters Score -14282.86 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -14424.197266 Penalty: 1820.688721
	Iteration 2F: 3 clusters Score -14424.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -14549.258789 Penalty: 1820.688721
	Iteration 3Q: 3 clusters Score -14549.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -14600.784180 Penalty: 1820.688721
	Iteration 4Q: 3 clusters Score -14600.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -14611.859375 Penalty: 1820.688721
	Iteration 5Q: 3 clusters Score -14611.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -14625.398438 Penalty: 1820.688721
	Iteration 6Q: 3 clusters Score -14625.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14628.006836 Penalty: 1820.688721
	Iteration 7Q: 3 clusters Score -14628.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -14633.271484 Penalty: 1820.688721
	Iteration 8Q: 3 clusters Score -14633.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -14634.607422 Penalty: 1820.688721
	Iteration 9F: 3 clusters Score -14634.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -14686.832031 Penalty: 1820.688721
	Iteration 10Q: 3 clusters Score -14686.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -14718.734375 Penalty: 1820.688721
	Iteration 11Q: 3 clusters Score -14718.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14731.585938 Penalty: 1820.688721
	Iteration 12Q: 3 clusters Score -14731.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14731.585938 Penalty: 1820.688721
	Iteration 13F: 3 clusters Score -14731.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 3488 members 
Mstep: Class 3 contains 27017 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34368 members 
Mstep: Class 6 contains 73962 members 
Mstep: Class 7 contains 10305 members 
Mstep: Class 8 contains 36697 members 
Mstep: Class 9 contains 32014 members 
Mstep: Class 10 contains 16181 members 
Mstep: Class 11 contains 8082 members 
Mstep: Class 12 contains 61509 members 
Mstep: Class 13 contains 4120 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1904 members 
Mstep: Class 16 contains 35419 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 124256 members 
Mstep: Class 20 contains 33145 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37685 members 
Mstep: Class 23 contains 9652 members 
Mstep: Class 24 contains 31386 members 
Mstep: Class 25 contains 83263 members 
Mstep: Class 26 contains 25917 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 817 members 
Mstep: Class 29 contains 2580 members 
Mstep: Class 30 contains 42543 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 170 members 
Mstep: Class 33 contains 53804 members 
Mstep: Class 34 contains 1335 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 65300 members 
Mstep: Class 38 contains 12802 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10658 members 
Mstep: Class 41 contains 136882 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 99611 members 
Mstep: Class 45 contains 192160 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 55372 members 
Mstep: Class 48 contains 307 members 
Mstep: Class 49 contains 115986 members 
Mstep: Class 50 contains 101581 members 
Mstep: Class 51 contains 773 members 
Mstep: Class 52 contains 38137 members 
Mstep: Class 53 contains 52469 members 
Mstep: Class 54 contains 11902 members 
Mstep: Class 55 contains 19870 members 
Mstep: Class 56 contains 101 members 
Entering Unmasked Estep 
Score: -194742368.000000 Penalty: 130671.539062
Splitting cluster 32 changes total score from -194743552.000000 to -194742368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (53804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53804 members 
Entering Unmasked Estep 
Score: -6400626.500000 Penalty: 1770.129150
	Iteration 0F: 2 clusters Score -6400626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 27048 members 
Entering Unmasked Estep 
Score: -6364686.500000 Penalty: 3540.258301
	Iteration 0F: 3 clusters Score -6364686 nChanged 25456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 28812 members 
Entering Unmasked Estep 
Score: -6379265.500000 Penalty: 3540.258301
	Iteration 1F: 3 clusters Score -6379266 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 30088 members 
Entering Unmasked Estep 
Score: -6379918.500000 Penalty: 3540.258301
	Iteration 2Q: 3 clusters Score -6379918 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 31931 members 
Entering Unmasked Estep 
Score: -6380761.500000 Penalty: 3540.258301
	Iteration 3Q: 3 clusters Score -6380762 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -6382093.000000 Penalty: 3540.258301
	Iteration 4F: 3 clusters Score -6382093 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 38127 members 
Entering Unmasked Estep 
Score: -6384386.500000 Penalty: 3540.258301
	Iteration 5F: 3 clusters Score -6384386 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 42696 members 
Entering Unmasked Estep 
Score: -6388129.000000 Penalty: 3540.258301
	Iteration 6F: 3 clusters Score -6388129 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 47478 members 
Entering Unmasked Estep 
Score: -6392791.000000 Penalty: 3540.258301
	Iteration 7F: 3 clusters Score -6392791 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 51134 members 
Entering Unmasked Estep 
Score: -6396558.500000 Penalty: 3540.258301
	Iteration 8F: 3 clusters Score -6396558 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 52934 members 
Entering Unmasked Estep 
Score: -6398317.000000 Penalty: 3540.258301
	Iteration 9Q: 3 clusters Score -6398317 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 53486 members 
Entering Unmasked Estep 
Score: -6398774.500000 Penalty: 3540.258301
	Iteration 10Q: 3 clusters Score -6398774 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 53619 members 
Entering Unmasked Estep 
Score: -6398913.000000 Penalty: 3540.258301
	Iteration 11Q: 3 clusters Score -6398913 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 53655 members 
Entering Unmasked Estep 
Score: -6398984.000000 Penalty: 3540.258301
	Iteration 12Q: 3 clusters Score -6398984 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 53668 members 
Entering Unmasked Estep 
Score: -6399009.500000 Penalty: 3540.258301
	Iteration 13Q: 3 clusters Score -6399010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 53674 members 
Entering Unmasked Estep 
Score: -6399025.000000 Penalty: 3540.258301
	Iteration 14Q: 3 clusters Score -6399025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 53677 members 
Entering Unmasked Estep 
Score: -6399036.500000 Penalty: 3540.258301
	Iteration 15Q: 3 clusters Score -6399036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 53677 members 
Entering Unmasked Estep 
Score: -6399036.500000 Penalty: 3540.258301
	Iteration 16F: 3 clusters Score -6399036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Entering Unmasked Estep 
Score: -145552.250000 Penalty: 1169.461548
	Iteration 0F: 2 clusters Score -145552.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -143881.656250 Penalty: 2338.923096
	Iteration 0F: 3 clusters Score -143881.7 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -144205.062500 Penalty: 2338.923096
	Iteration 1F: 3 clusters Score -144205.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -144298.390625 Penalty: 2338.923096
	Iteration 2F: 3 clusters Score -144298.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -144345.015625 Penalty: 2338.923096
	Iteration 3Q: 3 clusters Score -144345 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -144365.656250 Penalty: 2338.923096
	Iteration 4Q: 3 clusters Score -144365.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -144371.468750 Penalty: 2338.923096
	Iteration 5Q: 3 clusters Score -144371.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -144377.234375 Penalty: 2338.923096
	Iteration 6Q: 3 clusters Score -144377.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -144380.812500 Penalty: 2338.923096
	Iteration 7Q: 3 clusters Score -144380.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -144383.328125 Penalty: 2338.923096
	Iteration 8Q: 3 clusters Score -144383.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -144386.062500 Penalty: 2338.923096
	Iteration 9Q: 3 clusters Score -144386.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -144390.218750 Penalty: 2338.923096
	Iteration 10Q: 3 clusters Score -144390.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -144394.453125 Penalty: 2338.923096
	Iteration 11Q: 3 clusters Score -144394.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -144398.421875 Penalty: 2338.923096
	Iteration 12Q: 3 clusters Score -144398.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -144403.296875 Penalty: 2338.923096
	Iteration 13Q: 3 clusters Score -144403.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -144408.578125 Penalty: 2338.923096
	Iteration 14Q: 3 clusters Score -144408.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -144412.593750 Penalty: 2338.923096
	Iteration 15Q: 3 clusters Score -144412.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -144413.687500 Penalty: 2338.923096
	Iteration 16Q: 3 clusters Score -144413.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -144414.515625 Penalty: 2338.923096
	Iteration 17Q: 3 clusters Score -144414.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -144415.828125 Penalty: 2338.923096
	Iteration 18Q: 3 clusters Score -144415.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -144418.156250 Penalty: 2338.923096
	Iteration 19Q: 3 clusters Score -144418.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -144421.187500 Penalty: 2338.923096
	Iteration 20F: 3 clusters Score -144421.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -144423.921875 Penalty: 2338.923096
	Iteration 21Q: 3 clusters Score -144423.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -144424.734375 Penalty: 2338.923096
	Iteration 22Q: 3 clusters Score -144424.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -144425.906250 Penalty: 2338.923096
	Iteration 23Q: 3 clusters Score -144425.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -144426.500000 Penalty: 2338.923096
	Iteration 24Q: 3 clusters Score -144426.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -144426.859375 Penalty: 2338.923096
	Iteration 25Q: 3 clusters Score -144426.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -144427.625000 Penalty: 2338.923096
	Iteration 26Q: 3 clusters Score -144427.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -144427.984375 Penalty: 2338.923096
	Iteration 27Q: 3 clusters Score -144428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -144430.187500 Penalty: 2338.923096
	Iteration 28Q: 3 clusters Score -144430.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -144431.218750 Penalty: 2338.923096
	Iteration 29Q: 3 clusters Score -144431.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -144432.187500 Penalty: 2338.923096
	Iteration 30Q: 3 clusters Score -144432.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -144434.703125 Penalty: 2338.923096
	Iteration 31Q: 3 clusters Score -144434.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -144437.390625 Penalty: 2338.923096
	Iteration 32Q: 3 clusters Score -144437.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -144440.484375 Penalty: 2338.923096
	Iteration 33Q: 3 clusters Score -144440.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -144441.953125 Penalty: 2338.923096
	Iteration 34Q: 3 clusters Score -144442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -144443.453125 Penalty: 2338.923096
	Iteration 35Q: 3 clusters Score -144443.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -144447.140625 Penalty: 2338.923096
	Iteration 36Q: 3 clusters Score -144447.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -144449.125000 Penalty: 2338.923096
	Iteration 37Q: 3 clusters Score -144449.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -144450.281250 Penalty: 2338.923096
	Iteration 38Q: 3 clusters Score -144450.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -144450.671875 Penalty: 2338.923096
	Iteration 39Q: 3 clusters Score -144450.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -144451.140625 Penalty: 2338.923096
	Iteration 40F: 3 clusters Score -144451.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -144452.187500 Penalty: 2338.923096
	Iteration 41Q: 3 clusters Score -144452.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -144453.218750 Penalty: 2338.923096
	Iteration 42Q: 3 clusters Score -144453.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -144453.218750 Penalty: 2338.923096
	Iteration 43F: 3 clusters Score -144453.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -33495.523438 Penalty: 995.970642
	Iteration 0F: 2 clusters Score -33495.52 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 214 members 
Entering Unmasked Estep 
Score: -32477.000000 Penalty: 1991.941284
	Iteration 0F: 3 clusters Score -32477 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -32770.675781 Penalty: 1991.941284
	Iteration 1F: 3 clusters Score -32770.68 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -32988.058594 Penalty: 1991.941284
	Iteration 2F: 3 clusters Score -32988.06 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -33085.097656 Penalty: 1991.941284
	Iteration 3F: 3 clusters Score -33085.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -33120.726562 Penalty: 1991.941284
	Iteration 4Q: 3 clusters Score -33120.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -33145.683594 Penalty: 1991.941284
	Iteration 5Q: 3 clusters Score -33145.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -33152.375000 Penalty: 1991.941284
	Iteration 6Q: 3 clusters Score -33152.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -33154.593750 Penalty: 1991.941284
	Iteration 7Q: 3 clusters Score -33154.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -33157.425781 Penalty: 1991.941284
	Iteration 8Q: 3 clusters Score -33157.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -33157.425781 Penalty: 1991.941284
	Iteration 9F: 3 clusters Score -33157.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Entering Unmasked Estep 
Score: -30040.134766 Penalty: 963.125488
	Iteration 0F: 2 clusters Score -30040.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -29109.396484 Penalty: 1926.250977
	Iteration 0F: 3 clusters Score -29109.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -29348.457031 Penalty: 1926.250977
	Iteration 1F: 3 clusters Score -29348.46 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -29489.843750 Penalty: 1926.250977
	Iteration 2F: 3 clusters Score -29489.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -29538.871094 Penalty: 1926.250977
	Iteration 3Q: 3 clusters Score -29538.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -29577.994141 Penalty: 1926.250977
	Iteration 4Q: 3 clusters Score -29577.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -29610.863281 Penalty: 1926.250977
	Iteration 5Q: 3 clusters Score -29610.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -29639.343750 Penalty: 1926.250977
	Iteration 6Q: 3 clusters Score -29639.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -29660.544922 Penalty: 1926.250977
	Iteration 7Q: 3 clusters Score -29660.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -29671.281250 Penalty: 1926.250977
	Iteration 8Q: 3 clusters Score -29671.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -29672.910156 Penalty: 1926.250977
	Iteration 9Q: 3 clusters Score -29672.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -29678.978516 Penalty: 1926.250977
	Iteration 10Q: 3 clusters Score -29678.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -29688.367188 Penalty: 1926.250977
	Iteration 11Q: 3 clusters Score -29688.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -29692.478516 Penalty: 1926.250977
	Iteration 12Q: 3 clusters Score -29692.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -29692.806641 Penalty: 1926.250977
	Iteration 13Q: 3 clusters Score -29692.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -29692.806641 Penalty: 1926.250977
	Iteration 14F: 3 clusters Score -29692.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (65300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65300 members 
Entering Unmasked Estep 
Score: -7667491.500000 Penalty: 1801.596436
	Iteration 0F: 2 clusters Score -7667492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32510 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -7624051.000000 Penalty: 3603.192871
	Iteration 0F: 3 clusters Score -7624051 nChanged 30883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30571 members 
Mstep: Class 2 contains 34729 members 
Entering Unmasked Estep 
Score: -7641918.500000 Penalty: 3603.192871
	Iteration 1F: 3 clusters Score -7641918 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -7642500.500000 Penalty: 3603.192871
	Iteration 2Q: 3 clusters Score -7642500 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 37786 members 
Entering Unmasked Estep 
Score: -7643258.000000 Penalty: 3603.192871
	Iteration 3Q: 3 clusters Score -7643258 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 40484 members 
Entering Unmasked Estep 
Score: -7644497.500000 Penalty: 3603.192871
	Iteration 4Q: 3 clusters Score -7644498 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 44286 members 
Entering Unmasked Estep 
Score: -7646653.000000 Penalty: 3603.192871
	Iteration 5F: 3 clusters Score -7646653 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 49378 members 
Entering Unmasked Estep 
Score: -7650436.000000 Penalty: 3603.192871
	Iteration 6F: 3 clusters Score -7650436 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 55300 members 
Entering Unmasked Estep 
Score: -7655822.000000 Penalty: 3603.192871
	Iteration 7F: 3 clusters Score -7655822 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 60453 members 
Entering Unmasked Estep 
Score: -7660980.000000 Penalty: 3603.192871
	Iteration 8F: 3 clusters Score -7660980 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 63549 members 
Entering Unmasked Estep 
Score: -7664153.500000 Penalty: 3603.192871
	Iteration 9Q: 3 clusters Score -7664154 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 64715 members 
Entering Unmasked Estep 
Score: -7665323.000000 Penalty: 3603.192871
	Iteration 10Q: 3 clusters Score -7665323 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 65038 members 
Entering Unmasked Estep 
Score: -7665679.000000 Penalty: 3603.192871
	Iteration 11Q: 3 clusters Score -7665679 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 65117 members 
Entering Unmasked Estep 
Score: -7665791.500000 Penalty: 3603.192871
	Iteration 12Q: 3 clusters Score -7665792 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 65142 members 
Entering Unmasked Estep 
Score: -7665860.500000 Penalty: 3603.192871
	Iteration 13Q: 3 clusters Score -7665860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 65143 members 
Entering Unmasked Estep 
Score: -7665870.500000 Penalty: 3603.192871
	Iteration 14Q: 3 clusters Score -7665870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 65145 members 
Entering Unmasked Estep 
Score: -7665875.500000 Penalty: 3603.192871
	Iteration 15Q: 3 clusters Score -7665876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 65145 members 
Entering Unmasked Estep 
Score: -7665887.000000 Penalty: 3603.192871
	Iteration 16Q: 3 clusters Score -7665887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 65146 members 
Entering Unmasked Estep 
Score: -7665889.500000 Penalty: 3603.192871
	Iteration 17Q: 3 clusters Score -7665890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 65149 members 
Entering Unmasked Estep 
Score: -7665900.000000 Penalty: 3603.192871
	Iteration 18Q: 3 clusters Score -7665900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 65150 members 
Entering Unmasked Estep 
Score: -7665900.000000 Penalty: 3603.192871
	Iteration 19Q: 3 clusters Score -7665900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 65151 members 
Entering Unmasked Estep 
Score: -7665900.500000 Penalty: 3603.192871
	Iteration 20F: 3 clusters Score -7665900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (12802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Entering Unmasked Estep 
Score: -1451089.875000 Penalty: 1536.820435
	Iteration 0F: 2 clusters Score -1451090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1442082.750000 Penalty: 3073.640869
	Iteration 0F: 3 clusters Score -1442083 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1445029.625000 Penalty: 3073.640869
	Iteration 1F: 3 clusters Score -1445030 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1445290.125000 Penalty: 3073.640869
	Iteration 2F: 3 clusters Score -1445290 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1445502.125000 Penalty: 3073.640869
	Iteration 3Q: 3 clusters Score -1445502 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1445677.875000 Penalty: 3073.640869
	Iteration 4Q: 3 clusters Score -1445678 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1445866.125000 Penalty: 3073.640869
	Iteration 5Q: 3 clusters Score -1445866 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1446041.000000 Penalty: 3073.640869
	Iteration 6Q: 3 clusters Score -1446041 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1446201.375000 Penalty: 3073.640869
	Iteration 7Q: 3 clusters Score -1446201 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1446389.625000 Penalty: 3073.640869
	Iteration 8Q: 3 clusters Score -1446390 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1446614.250000 Penalty: 3073.640869
	Iteration 9Q: 3 clusters Score -1446614 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1446931.875000 Penalty: 3073.640869
	Iteration 10Q: 3 clusters Score -1446932 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1447320.875000 Penalty: 3073.640869
	Iteration 11Q: 3 clusters Score -1447321 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1447772.375000 Penalty: 3073.640869
	Iteration 12F: 3 clusters Score -1447772 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1448244.000000 Penalty: 3073.640869
	Iteration 13Q: 3 clusters Score -1448244 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1448711.125000 Penalty: 3073.640869
	Iteration 14Q: 3 clusters Score -1448711 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1449073.375000 Penalty: 3073.640869
	Iteration 15Q: 3 clusters Score -1449073 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1449307.625000 Penalty: 3073.640869
	Iteration 16Q: 3 clusters Score -1449308 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1449451.125000 Penalty: 3073.640869
	Iteration 17Q: 3 clusters Score -1449451 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1449560.375000 Penalty: 3073.640869
	Iteration 18Q: 3 clusters Score -1449560 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1449644.500000 Penalty: 3073.640869
	Iteration 19Q: 3 clusters Score -1449644 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1449699.500000 Penalty: 3073.640869
	Iteration 20F: 3 clusters Score -1449700 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1449731.375000 Penalty: 3073.640869
	Iteration 21Q: 3 clusters Score -1449731 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1449745.000000 Penalty: 3073.640869
	Iteration 22Q: 3 clusters Score -1449745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -1449755.000000 Penalty: 3073.640869
	Iteration 23Q: 3 clusters Score -1449755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1449763.625000 Penalty: 3073.640869
	Iteration 24Q: 3 clusters Score -1449764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1449770.000000 Penalty: 3073.640869
	Iteration 25Q: 3 clusters Score -1449770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1449775.500000 Penalty: 3073.640869
	Iteration 26Q: 3 clusters Score -1449776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -1449777.250000 Penalty: 3073.640869
	Iteration 27Q: 3 clusters Score -1449777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1449778.875000 Penalty: 3073.640869
	Iteration 28Q: 3 clusters Score -1449779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1449778.875000 Penalty: 3073.640869
	Iteration 29F: 3 clusters Score -1449779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -63208.507812 Penalty: 1041.920532
	Iteration 0F: 2 clusters Score -63208.51 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 309 members 
Entering Unmasked Estep 
Score: -62044.460938 Penalty: 2083.841064
	Iteration 0F: 3 clusters Score -62044.46 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -62172.898438 Penalty: 2083.841064
	Iteration 1F: 3 clusters Score -62172.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -62194.292969 Penalty: 2083.841064
	Iteration 2Q: 3 clusters Score -62194.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -62213.011719 Penalty: 2083.841064
	Iteration 3Q: 3 clusters Score -62213.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -62232.359375 Penalty: 2083.841064
	Iteration 4Q: 3 clusters Score -62232.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -62250.207031 Penalty: 2083.841064
	Iteration 5Q: 3 clusters Score -62250.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -62285.000000 Penalty: 2083.841064
	Iteration 6Q: 3 clusters Score -62285 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -62315.347656 Penalty: 2083.841064
	Iteration 7Q: 3 clusters Score -62315.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -62345.500000 Penalty: 2083.841064
	Iteration 8Q: 3 clusters Score -62345.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -62384.093750 Penalty: 2083.841064
	Iteration 9Q: 3 clusters Score -62384.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -62437.085938 Penalty: 2083.841064
	Iteration 10Q: 3 clusters Score -62437.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -62480.804688 Penalty: 2083.841064
	Iteration 11Q: 3 clusters Score -62480.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -62511.027344 Penalty: 2083.841064
	Iteration 12Q: 3 clusters Score -62511.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -62530.628906 Penalty: 2083.841064
	Iteration 13Q: 3 clusters Score -62530.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -62546.921875 Penalty: 2083.841064
	Iteration 14Q: 3 clusters Score -62546.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -62561.359375 Penalty: 2083.841064
	Iteration 15Q: 3 clusters Score -62561.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -62571.636719 Penalty: 2083.841064
	Iteration 16Q: 3 clusters Score -62571.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -62579.195312 Penalty: 2083.841064
	Iteration 17Q: 3 clusters Score -62579.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -62588.027344 Penalty: 2083.841064
	Iteration 18Q: 3 clusters Score -62588.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -62592.742188 Penalty: 2083.841064
	Iteration 19Q: 3 clusters Score -62592.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -62595.953125 Penalty: 2083.841064
	Iteration 20F: 3 clusters Score -62595.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -62598.660156 Penalty: 2083.841064
	Iteration 21Q: 3 clusters Score -62598.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -62602.660156 Penalty: 2083.841064
	Iteration 22Q: 3 clusters Score -62602.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -62606.328125 Penalty: 2083.841064
	Iteration 23Q: 3 clusters Score -62606.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -62609.074219 Penalty: 2083.841064
	Iteration 24Q: 3 clusters Score -62609.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -62610.101562 Penalty: 2083.841064
	Iteration 25Q: 3 clusters Score -62610.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -62610.101562 Penalty: 2083.841064
	Iteration 26F: 3 clusters Score -62610.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (10658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Entering Unmasked Estep 
Score: -1126052.750000 Penalty: 1507.035767
	Iteration 0F: 2 clusters Score -1126053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1118479.875000 Penalty: 3014.071533
	Iteration 0F: 3 clusters Score -1118480 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1120977.375000 Penalty: 3014.071533
	Iteration 1F: 3 clusters Score -1120977 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1121286.500000 Penalty: 3014.071533
	Iteration 2F: 3 clusters Score -1121286 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1121630.125000 Penalty: 3014.071533
	Iteration 3F: 3 clusters Score -1121630 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1122000.625000 Penalty: 3014.071533
	Iteration 4F: 3 clusters Score -1122001 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1122414.375000 Penalty: 3014.071533
	Iteration 5F: 3 clusters Score -1122414 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1122829.000000 Penalty: 3014.071533
	Iteration 6F: 3 clusters Score -1122829 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1123252.250000 Penalty: 3014.071533
	Iteration 7F: 3 clusters Score -1123252 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1123636.625000 Penalty: 3014.071533
	Iteration 8Q: 3 clusters Score -1123637 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1123923.500000 Penalty: 3014.071533
	Iteration 9Q: 3 clusters Score -1123924 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1124157.625000 Penalty: 3014.071533
	Iteration 10Q: 3 clusters Score -1124158 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1124323.625000 Penalty: 3014.071533
	Iteration 11Q: 3 clusters Score -1124324 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1124441.875000 Penalty: 3014.071533
	Iteration 12Q: 3 clusters Score -1124442 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1124528.250000 Penalty: 3014.071533
	Iteration 13Q: 3 clusters Score -1124528 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1124590.125000 Penalty: 3014.071533
	Iteration 14Q: 3 clusters Score -1124590 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1124638.250000 Penalty: 3014.071533
	Iteration 15Q: 3 clusters Score -1124638 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1124680.125000 Penalty: 3014.071533
	Iteration 16Q: 3 clusters Score -1124680 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1124716.125000 Penalty: 3014.071533
	Iteration 17Q: 3 clusters Score -1124716 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1124740.750000 Penalty: 3014.071533
	Iteration 18Q: 3 clusters Score -1124741 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1124767.125000 Penalty: 3014.071533
	Iteration 19Q: 3 clusters Score -1124767 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1124792.125000 Penalty: 3014.071533
	Iteration 20F: 3 clusters Score -1124792 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1124818.375000 Penalty: 3014.071533
	Iteration 21Q: 3 clusters Score -1124818 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1124842.750000 Penalty: 3014.071533
	Iteration 22Q: 3 clusters Score -1124843 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1124858.000000 Penalty: 3014.071533
	Iteration 23Q: 3 clusters Score -1124858 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1124872.500000 Penalty: 3014.071533
	Iteration 24Q: 3 clusters Score -1124872 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1124881.375000 Penalty: 3014.071533
	Iteration 25Q: 3 clusters Score -1124881 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1124893.125000 Penalty: 3014.071533
	Iteration 26Q: 3 clusters Score -1124893 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1124903.750000 Penalty: 3014.071533
	Iteration 27Q: 3 clusters Score -1124904 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1124914.750000 Penalty: 3014.071533
	Iteration 28Q: 3 clusters Score -1124915 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1124919.000000 Penalty: 3014.071533
	Iteration 29Q: 3 clusters Score -1124919 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1124919.625000 Penalty: 3014.071533
	Iteration 30Q: 3 clusters Score -1124920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1124921.375000 Penalty: 3014.071533
	Iteration 31Q: 3 clusters Score -1124921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1124924.875000 Penalty: 3014.071533
	Iteration 32Q: 3 clusters Score -1124925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1124927.000000 Penalty: 3014.071533
	Iteration 33Q: 3 clusters Score -1124927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1124929.500000 Penalty: 3014.071533
	Iteration 34Q: 3 clusters Score -1124930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1124929.750000 Penalty: 3014.071533
	Iteration 35Q: 3 clusters Score -1124930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1124931.875000 Penalty: 3014.071533
	Iteration 36Q: 3 clusters Score -1124932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1124932.375000 Penalty: 3014.071533
	Iteration 37Q: 3 clusters Score -1124932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1124937.125000 Penalty: 3014.071533
	Iteration 38Q: 3 clusters Score -1124937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1124936.000000 Penalty: 3014.071533
	Iteration 39Q: 3 clusters Score -1124936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1124936.000000 Penalty: 3014.071533
	Iteration 40F: 3 clusters Score -1124936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1124935.750000 Penalty: 3014.071533
	Iteration 41Q: 3 clusters Score -1124936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1124936.875000 Penalty: 3014.071533
	Iteration 42Q: 3 clusters Score -1124937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1124936.625000 Penalty: 3014.071533
	Iteration 43Q: 3 clusters Score -1124937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1124936.750000 Penalty: 3014.071533
	Iteration 44Q: 3 clusters Score -1124937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1124937.250000 Penalty: 3014.071533
	Iteration 45Q: 3 clusters Score -1124937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1124937.750000 Penalty: 3014.071533
	Iteration 46Q: 3 clusters Score -1124938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1124937.500000 Penalty: 3014.071533
	Iteration 47Q: 3 clusters Score -1124938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1124937.500000 Penalty: 3014.071533
	Iteration 48F: 3 clusters Score -1124938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (136882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136882 members 
Entering Unmasked Estep 
Score: -16202818.000000 Penalty: 1921.867188
	Iteration 0F: 2 clusters Score -1.620282e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68267 members 
Mstep: Class 2 contains 68615 members 
Entering Unmasked Estep 
Score: -16124131.000000 Penalty: 3843.734375
	Iteration 0F: 3 clusters Score -1.612413e+07 nChanged 65978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64715 members 
Mstep: Class 2 contains 72167 members 
Entering Unmasked Estep 
Score: -16162412.000000 Penalty: 3843.734375
	Iteration 1F: 3 clusters Score -1.616241e+07 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61459 members 
Mstep: Class 2 contains 75423 members 
Entering Unmasked Estep 
Score: -16163836.000000 Penalty: 3843.734375
	Iteration 2Q: 3 clusters Score -1.616384e+07 nChanged 5829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56538 members 
Mstep: Class 2 contains 80344 members 
Entering Unmasked Estep 
Score: -16165589.000000 Penalty: 3843.734375
	Iteration 3Q: 3 clusters Score -1.616559e+07 nChanged 7650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49400 members 
Mstep: Class 2 contains 87482 members 
Entering Unmasked Estep 
Score: -16170120.000000 Penalty: 3843.734375
	Iteration 4F: 3 clusters Score -1.617012e+07 nChanged 9775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39795 members 
Mstep: Class 2 contains 97087 members 
Entering Unmasked Estep 
Score: -16175500.000000 Penalty: 3843.734375
	Iteration 5F: 3 clusters Score -1.61755e+07 nChanged 10466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 107251 members 
Entering Unmasked Estep 
Score: -16180319.000000 Penalty: 3843.734375
	Iteration 6F: 3 clusters Score -1.618032e+07 nChanged 8475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 115136 members 
Entering Unmasked Estep 
Score: -16188499.000000 Penalty: 3843.734375
	Iteration 7F: 3 clusters Score -1.61885e+07 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 121019 members 
Entering Unmasked Estep 
Score: -16193635.000000 Penalty: 3843.734375
	Iteration 8Q: 3 clusters Score -1.619364e+07 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 124931 members 
Entering Unmasked Estep 
Score: -16196914.000000 Penalty: 3843.734375
	Iteration 9Q: 3 clusters Score -1.619691e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 127592 members 
Entering Unmasked Estep 
Score: -16198667.000000 Penalty: 3843.734375
	Iteration 10Q: 3 clusters Score -1.619867e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 129518 members 
Entering Unmasked Estep 
Score: -16199772.000000 Penalty: 3843.734375
	Iteration 11Q: 3 clusters Score -1.619977e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 130914 members 
Entering Unmasked Estep 
Score: -16200312.000000 Penalty: 3843.734375
	Iteration 12Q: 3 clusters Score -1.620031e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 132010 members 
Entering Unmasked Estep 
Score: -16200706.000000 Penalty: 3843.734375
	Iteration 13Q: 3 clusters Score -1.620071e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 132866 members 
Entering Unmasked Estep 
Score: -16200925.000000 Penalty: 3843.734375
	Iteration 14Q: 3 clusters Score -1.620092e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 133608 members 
Entering Unmasked Estep 
Score: -16201067.000000 Penalty: 3843.734375
	Iteration 15Q: 3 clusters Score -1.620107e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 134176 members 
Entering Unmasked Estep 
Score: -16201175.000000 Penalty: 3843.734375
	Iteration 16Q: 3 clusters Score -1.620118e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 134655 members 
Entering Unmasked Estep 
Score: -16201280.000000 Penalty: 3843.734375
	Iteration 17Q: 3 clusters Score -1.620128e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 135022 members 
Entering Unmasked Estep 
Score: -16201319.000000 Penalty: 3843.734375
	Iteration 18Q: 3 clusters Score -1.620132e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 135319 members 
Entering Unmasked Estep 
Score: -16201385.000000 Penalty: 3843.734375
	Iteration 19Q: 3 clusters Score -1.620138e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 135569 members 
Entering Unmasked Estep 
Score: -16201409.000000 Penalty: 3843.734375
	Iteration 20F: 3 clusters Score -1.620141e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 135750 members 
Entering Unmasked Estep 
Score: -16201352.000000 Penalty: 3843.734375
	Iteration 21Q: 3 clusters Score -1.620135e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 135877 members 
Entering Unmasked Estep 
Score: -16201337.000000 Penalty: 3843.734375
	Iteration 22Q: 3 clusters Score -1.620134e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 135971 members 
Entering Unmasked Estep 
Score: -16201329.000000 Penalty: 3843.734375
	Iteration 23Q: 3 clusters Score -1.620133e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 136042 members 
Entering Unmasked Estep 
Score: -16201335.000000 Penalty: 3843.734375
	Iteration 24Q: 3 clusters Score -1.620134e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 136097 members 
Entering Unmasked Estep 
Score: -16201341.000000 Penalty: 3843.734375
	Iteration 25Q: 3 clusters Score -1.620134e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 136138 members 
Entering Unmasked Estep 
Score: -16201377.000000 Penalty: 3843.734375
	Iteration 26Q: 3 clusters Score -1.620138e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 136177 members 
Entering Unmasked Estep 
Score: -16201358.000000 Penalty: 3843.734375
	Iteration 27Q: 3 clusters Score -1.620136e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 136217 members 
Entering Unmasked Estep 
Score: -16201382.000000 Penalty: 3843.734375
	Iteration 28Q: 3 clusters Score -1.620138e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 136242 members 
Entering Unmasked Estep 
Score: -16201363.000000 Penalty: 3843.734375
	Iteration 29Q: 3 clusters Score -1.620136e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 136268 members 
Entering Unmasked Estep 
Score: -16201369.000000 Penalty: 3843.734375
	Iteration 30Q: 3 clusters Score -1.620137e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 136292 members 
Entering Unmasked Estep 
Score: -16201347.000000 Penalty: 3843.734375
	Iteration 31Q: 3 clusters Score -1.620135e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 136316 members 
Entering Unmasked Estep 
Score: -16201344.000000 Penalty: 3843.734375
	Iteration 32Q: 3 clusters Score -1.620134e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 136337 members 
Entering Unmasked Estep 
Score: -16201357.000000 Penalty: 3843.734375
	Iteration 33Q: 3 clusters Score -1.620136e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 136352 members 
Entering Unmasked Estep 
Score: -16201349.000000 Penalty: 3843.734375
	Iteration 34Q: 3 clusters Score -1.620135e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 136364 members 
Entering Unmasked Estep 
Score: -16201354.000000 Penalty: 3843.734375
	Iteration 35Q: 3 clusters Score -1.620135e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 136379 members 
Entering Unmasked Estep 
Score: -16201360.000000 Penalty: 3843.734375
	Iteration 36Q: 3 clusters Score -1.620136e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 136388 members 
Entering Unmasked Estep 
Score: -16201372.000000 Penalty: 3843.734375
	Iteration 37Q: 3 clusters Score -1.620137e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 136398 members 
Entering Unmasked Estep 
Score: -16201369.000000 Penalty: 3843.734375
	Iteration 38Q: 3 clusters Score -1.620137e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 136409 members 
Entering Unmasked Estep 
Score: -16201370.000000 Penalty: 3843.734375
	Iteration 39Q: 3 clusters Score -1.620137e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 136415 members 
Entering Unmasked Estep 
Score: -16201388.000000 Penalty: 3843.734375
	Iteration 40F: 3 clusters Score -1.620139e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 136422 members 
Entering Unmasked Estep 
Score: -16201369.000000 Penalty: 3843.734375
	Iteration 41Q: 3 clusters Score -1.620137e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 136429 members 
Entering Unmasked Estep 
Score: -16201385.000000 Penalty: 3843.734375
	Iteration 42Q: 3 clusters Score -1.620138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 136432 members 
Entering Unmasked Estep 
Score: -16201366.000000 Penalty: 3843.734375
	Iteration 43Q: 3 clusters Score -1.620137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 136434 members 
Entering Unmasked Estep 
Score: -16201359.000000 Penalty: 3843.734375
	Iteration 44Q: 3 clusters Score -1.620136e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 136435 members 
Entering Unmasked Estep 
Score: -16201364.000000 Penalty: 3843.734375
	Iteration 45Q: 3 clusters Score -1.620136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 136436 members 
Entering Unmasked Estep 
Score: -16201371.000000 Penalty: 3843.734375
	Iteration 46Q: 3 clusters Score -1.620137e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 136436 members 
Entering Unmasked Estep 
Score: -16201371.000000 Penalty: 3843.734375
	Iteration 47F: 3 clusters Score -1.620137e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -30636.789062 Penalty: 946.244934
	Iteration 0F: 2 clusters Score -30636.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -29770.287109 Penalty: 1892.489868
	Iteration 0F: 3 clusters Score -29770.29 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -29937.275391 Penalty: 1892.489868
	Iteration 1F: 3 clusters Score -29937.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -29977.509766 Penalty: 1892.489868
	Iteration 2Q: 3 clusters Score -29977.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -30007.328125 Penalty: 1892.489868
	Iteration 3Q: 3 clusters Score -30007.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -30027.992188 Penalty: 1892.489868
	Iteration 4Q: 3 clusters Score -30027.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -30034.554688 Penalty: 1892.489868
	Iteration 5Q: 3 clusters Score -30034.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -30046.945312 Penalty: 1892.489868
	Iteration 6Q: 3 clusters Score -30046.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -30046.945312 Penalty: 1892.489868
	Iteration 7F: 3 clusters Score -30046.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Entering Unmasked Estep 
Score: -9516.983398 Penalty: 871.971069
	Iteration 0F: 2 clusters Score -9516.983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -8791.450195 Penalty: 1743.942139
	Iteration 0F: 3 clusters Score -8791.45 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8971.054688 Penalty: 1743.942139
	Iteration 1F: 3 clusters Score -8971.055 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -9065.844727 Penalty: 1743.942139
	Iteration 2F: 3 clusters Score -9065.845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9152.717773 Penalty: 1743.942139
	Iteration 3Q: 3 clusters Score -9152.718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9225.727539 Penalty: 1743.942139
	Iteration 4Q: 3 clusters Score -9225.728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9239.471680 Penalty: 1743.942139
	Iteration 5Q: 3 clusters Score -9239.472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9256.739258 Penalty: 1743.942139
	Iteration 6Q: 3 clusters Score -9256.739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9287.395508 Penalty: 1743.942139
	Iteration 7Q: 3 clusters Score -9287.396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9289.551758 Penalty: 1743.942139
	Iteration 8Q: 3 clusters Score -9289.552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9289.551758 Penalty: 1743.942139
	Iteration 9F: 3 clusters Score -9289.552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (99611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99611 members 
Entering Unmasked Estep 
Score: -11707931.000000 Penalty: 1870.216919
	Iteration 0F: 2 clusters Score -1.170793e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49660 members 
Mstep: Class 2 contains 49951 members 
Entering Unmasked Estep 
Score: -11642906.000000 Penalty: 3740.433838
	Iteration 0F: 3 clusters Score -1.164291e+07 nChanged 47766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46626 members 
Mstep: Class 2 contains 52985 members 
Entering Unmasked Estep 
Score: -11670835.000000 Penalty: 3740.433838
	Iteration 1F: 3 clusters Score -1.167084e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44816 members 
Mstep: Class 2 contains 54795 members 
Entering Unmasked Estep 
Score: -11672327.000000 Penalty: 3740.433838
	Iteration 2Q: 3 clusters Score -1.167233e+07 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42481 members 
Mstep: Class 2 contains 57130 members 
Entering Unmasked Estep 
Score: -11674418.000000 Penalty: 3740.433838
	Iteration 3Q: 3 clusters Score -1.167442e+07 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39431 members 
Mstep: Class 2 contains 60180 members 
Entering Unmasked Estep 
Score: -11678390.000000 Penalty: 3740.433838
	Iteration 4F: 3 clusters Score -1.167839e+07 nChanged 7514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36245 members 
Mstep: Class 2 contains 63366 members 
Entering Unmasked Estep 
Score: -11685335.000000 Penalty: 3740.433838
	Iteration 5F: 3 clusters Score -1.168534e+07 nChanged 8404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33861 members 
Mstep: Class 2 contains 65750 members 
Entering Unmasked Estep 
Score: -11695525.000000 Penalty: 3740.433838
	Iteration 6F: 3 clusters Score -1.169552e+07 nChanged 7476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 66350 members 
Entering Unmasked Estep 
Score: -11702911.000000 Penalty: 3740.433838
	Iteration 7F: 3 clusters Score -1.170291e+07 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 66148 members 
Entering Unmasked Estep 
Score: -11705754.000000 Penalty: 3740.433838
	Iteration 8Q: 3 clusters Score -1.170575e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 65975 members 
Entering Unmasked Estep 
Score: -11707128.000000 Penalty: 3740.433838
	Iteration 9Q: 3 clusters Score -1.170713e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33917 members 
Mstep: Class 2 contains 65694 members 
Entering Unmasked Estep 
Score: -11708006.000000 Penalty: 3740.433838
	Iteration 10Q: 3 clusters Score -1.170801e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 65322 members 
Entering Unmasked Estep 
Score: -11708547.000000 Penalty: 3740.433838
	Iteration 11Q: 3 clusters Score -1.170855e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34758 members 
Mstep: Class 2 contains 64853 members 
Entering Unmasked Estep 
Score: -11708776.000000 Penalty: 3740.433838
	Iteration 12Q: 3 clusters Score -1.170878e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 64347 members 
Entering Unmasked Estep 
Score: -11708901.000000 Penalty: 3740.433838
	Iteration 13Q: 3 clusters Score -1.17089e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35728 members 
Mstep: Class 2 contains 63883 members 
Entering Unmasked Estep 
Score: -11709043.000000 Penalty: 3740.433838
	Iteration 14Q: 3 clusters Score -1.170904e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36234 members 
Mstep: Class 2 contains 63377 members 
Entering Unmasked Estep 
Score: -11709107.000000 Penalty: 3740.433838
	Iteration 15Q: 3 clusters Score -1.170911e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36700 members 
Mstep: Class 2 contains 62911 members 
Entering Unmasked Estep 
Score: -11709130.000000 Penalty: 3740.433838
	Iteration 16Q: 3 clusters Score -1.170913e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37142 members 
Mstep: Class 2 contains 62469 members 
Entering Unmasked Estep 
Score: -11709164.000000 Penalty: 3740.433838
	Iteration 17Q: 3 clusters Score -1.170916e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37621 members 
Mstep: Class 2 contains 61990 members 
Entering Unmasked Estep 
Score: -11709140.000000 Penalty: 3740.433838
	Iteration 18Q: 3 clusters Score -1.170914e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38092 members 
Mstep: Class 2 contains 61519 members 
Entering Unmasked Estep 
Score: -11709193.000000 Penalty: 3740.433838
	Iteration 19Q: 3 clusters Score -1.170919e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38545 members 
Mstep: Class 2 contains 61066 members 
Entering Unmasked Estep 
Score: -11709159.000000 Penalty: 3740.433838
	Iteration 20F: 3 clusters Score -1.170916e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38955 members 
Mstep: Class 2 contains 60656 members 
Entering Unmasked Estep 
Score: -11709162.000000 Penalty: 3740.433838
	Iteration 21Q: 3 clusters Score -1.170916e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Mstep: Class 2 contains 60205 members 
Entering Unmasked Estep 
Score: -11709134.000000 Penalty: 3740.433838
	Iteration 22Q: 3 clusters Score -1.170913e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39927 members 
Mstep: Class 2 contains 59684 members 
Entering Unmasked Estep 
Score: -11709143.000000 Penalty: 3740.433838
	Iteration 23Q: 3 clusters Score -1.170914e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40475 members 
Mstep: Class 2 contains 59136 members 
Entering Unmasked Estep 
Score: -11709149.000000 Penalty: 3740.433838
	Iteration 24Q: 3 clusters Score -1.170915e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40995 members 
Mstep: Class 2 contains 58616 members 
Entering Unmasked Estep 
Score: -11709125.000000 Penalty: 3740.433838
	Iteration 25Q: 3 clusters Score -1.170912e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41512 members 
Mstep: Class 2 contains 58099 members 
Entering Unmasked Estep 
Score: -11709140.000000 Penalty: 3740.433838
	Iteration 26Q: 3 clusters Score -1.170914e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42083 members 
Mstep: Class 2 contains 57528 members 
Entering Unmasked Estep 
Score: -11709146.000000 Penalty: 3740.433838
	Iteration 27Q: 3 clusters Score -1.170915e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42672 members 
Mstep: Class 2 contains 56939 members 
Entering Unmasked Estep 
Score: -11709150.000000 Penalty: 3740.433838
	Iteration 28Q: 3 clusters Score -1.170915e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 56384 members 
Entering Unmasked Estep 
Score: -11709129.000000 Penalty: 3740.433838
	Iteration 29Q: 3 clusters Score -1.170913e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43747 members 
Mstep: Class 2 contains 55864 members 
Entering Unmasked Estep 
Score: -11709091.000000 Penalty: 3740.433838
	Iteration 30Q: 3 clusters Score -1.170909e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44248 members 
Mstep: Class 2 contains 55363 members 
Entering Unmasked Estep 
Score: -11709054.000000 Penalty: 3740.433838
	Iteration 31Q: 3 clusters Score -1.170905e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44714 members 
Mstep: Class 2 contains 54897 members 
Entering Unmasked Estep 
Score: -11709044.000000 Penalty: 3740.433838
	Iteration 32Q: 3 clusters Score -1.170904e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45160 members 
Mstep: Class 2 contains 54451 members 
Entering Unmasked Estep 
Score: -11709048.000000 Penalty: 3740.433838
	Iteration 33Q: 3 clusters Score -1.170905e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45628 members 
Mstep: Class 2 contains 53983 members 
Entering Unmasked Estep 
Score: -11709097.000000 Penalty: 3740.433838
	Iteration 34Q: 3 clusters Score -1.17091e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46085 members 
Mstep: Class 2 contains 53526 members 
Entering Unmasked Estep 
Score: -11709073.000000 Penalty: 3740.433838
	Iteration 35Q: 3 clusters Score -1.170907e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46462 members 
Mstep: Class 2 contains 53149 members 
Entering Unmasked Estep 
Score: -11709095.000000 Penalty: 3740.433838
	Iteration 36Q: 3 clusters Score -1.17091e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46822 members 
Mstep: Class 2 contains 52789 members 
Entering Unmasked Estep 
Score: -11709072.000000 Penalty: 3740.433838
	Iteration 37Q: 3 clusters Score -1.170907e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47205 members 
Mstep: Class 2 contains 52406 members 
Entering Unmasked Estep 
Score: -11709043.000000 Penalty: 3740.433838
	Iteration 38Q: 3 clusters Score -1.170904e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47542 members 
Mstep: Class 2 contains 52069 members 
Entering Unmasked Estep 
Score: -11709010.000000 Penalty: 3740.433838
	Iteration 39Q: 3 clusters Score -1.170901e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47888 members 
Mstep: Class 2 contains 51723 members 
Entering Unmasked Estep 
Score: -11709002.000000 Penalty: 3740.433838
	Iteration 40F: 3 clusters Score -1.1709e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48260 members 
Mstep: Class 2 contains 51351 members 
Entering Unmasked Estep 
Score: -11709011.000000 Penalty: 3740.433838
	Iteration 41Q: 3 clusters Score -1.170901e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48606 members 
Mstep: Class 2 contains 51005 members 
Entering Unmasked Estep 
Score: -11709009.000000 Penalty: 3740.433838
	Iteration 42Q: 3 clusters Score -1.170901e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48916 members 
Mstep: Class 2 contains 50695 members 
Entering Unmasked Estep 
Score: -11709018.000000 Penalty: 3740.433838
	Iteration 43Q: 3 clusters Score -1.170902e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49221 members 
Mstep: Class 2 contains 50390 members 
Entering Unmasked Estep 
Score: -11708999.000000 Penalty: 3740.433838
	Iteration 44Q: 3 clusters Score -1.1709e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49518 members 
Mstep: Class 2 contains 50093 members 
Entering Unmasked Estep 
Score: -11709021.000000 Penalty: 3740.433838
	Iteration 45Q: 3 clusters Score -1.170902e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49745 members 
Mstep: Class 2 contains 49866 members 
Entering Unmasked Estep 
Score: -11708988.000000 Penalty: 3740.433838
	Iteration 46Q: 3 clusters Score -1.170899e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49977 members 
Mstep: Class 2 contains 49634 members 
Entering Unmasked Estep 
Score: -11708962.000000 Penalty: 3740.433838
	Iteration 47Q: 3 clusters Score -1.170896e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50244 members 
Mstep: Class 2 contains 49367 members 
Entering Unmasked Estep 
Score: -11708945.000000 Penalty: 3740.433838
	Iteration 48Q: 3 clusters Score -1.170894e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50492 members 
Mstep: Class 2 contains 49119 members 
Entering Unmasked Estep 
Score: -11708968.000000 Penalty: 3740.433838
	Iteration 49Q: 3 clusters Score -1.170897e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50738 members 
Mstep: Class 2 contains 48873 members 
Entering Unmasked Estep 
Score: -11708982.000000 Penalty: 3740.433838
	Iteration 50Q: 3 clusters Score -1.170898e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50992 members 
Mstep: Class 2 contains 48619 members 
Entering Unmasked Estep 
Score: -11708970.000000 Penalty: 3740.433838
	Iteration 51Q: 3 clusters Score -1.170897e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51240 members 
Mstep: Class 2 contains 48371 members 
Entering Unmasked Estep 
Score: -11708940.000000 Penalty: 3740.433838
	Iteration 52Q: 3 clusters Score -1.170894e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51547 members 
Mstep: Class 2 contains 48064 members 
Entering Unmasked Estep 
Score: -11708868.000000 Penalty: 3740.433838
	Iteration 53Q: 3 clusters Score -1.170887e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51828 members 
Mstep: Class 2 contains 47783 members 
Entering Unmasked Estep 
Score: -11708831.000000 Penalty: 3740.433838
	Iteration 54Q: 3 clusters Score -1.170883e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52111 members 
Mstep: Class 2 contains 47500 members 
Entering Unmasked Estep 
Score: -11708844.000000 Penalty: 3740.433838
	Iteration 55Q: 3 clusters Score -1.170884e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52352 members 
Mstep: Class 2 contains 47259 members 
Entering Unmasked Estep 
Score: -11708857.000000 Penalty: 3740.433838
	Iteration 56Q: 3 clusters Score -1.170886e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52591 members 
Mstep: Class 2 contains 47020 members 
Entering Unmasked Estep 
Score: -11708862.000000 Penalty: 3740.433838
	Iteration 57Q: 3 clusters Score -1.170886e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52799 members 
Mstep: Class 2 contains 46812 members 
Entering Unmasked Estep 
Score: -11708878.000000 Penalty: 3740.433838
	Iteration 58Q: 3 clusters Score -1.170888e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53026 members 
Mstep: Class 2 contains 46585 members 
Entering Unmasked Estep 
Score: -11708833.000000 Penalty: 3740.433838
	Iteration 59Q: 3 clusters Score -1.170883e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53274 members 
Mstep: Class 2 contains 46337 members 
Entering Unmasked Estep 
Score: -11708843.000000 Penalty: 3740.433838
	Iteration 60F: 3 clusters Score -1.170884e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53545 members 
Mstep: Class 2 contains 46066 members 
Entering Unmasked Estep 
Score: -11708858.000000 Penalty: 3740.433838
	Iteration 61Q: 3 clusters Score -1.170886e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53902 members 
Mstep: Class 2 contains 45709 members 
Entering Unmasked Estep 
Score: -11708850.000000 Penalty: 3740.433838
	Iteration 62Q: 3 clusters Score -1.170885e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54271 members 
Mstep: Class 2 contains 45340 members 
Entering Unmasked Estep 
Score: -11708901.000000 Penalty: 3740.433838
	Iteration 63Q: 3 clusters Score -1.17089e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54602 members 
Mstep: Class 2 contains 45009 members 
Entering Unmasked Estep 
Score: -11708910.000000 Penalty: 3740.433838
	Iteration 64Q: 3 clusters Score -1.170891e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54893 members 
Mstep: Class 2 contains 44718 members 
Entering Unmasked Estep 
Score: -11708920.000000 Penalty: 3740.433838
	Iteration 65Q: 3 clusters Score -1.170892e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55203 members 
Mstep: Class 2 contains 44408 members 
Entering Unmasked Estep 
Score: -11708895.000000 Penalty: 3740.433838
	Iteration 66Q: 3 clusters Score -1.17089e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55489 members 
Mstep: Class 2 contains 44122 members 
Entering Unmasked Estep 
Score: -11708876.000000 Penalty: 3740.433838
	Iteration 67Q: 3 clusters Score -1.170888e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55764 members 
Mstep: Class 2 contains 43847 members 
Entering Unmasked Estep 
Score: -11708898.000000 Penalty: 3740.433838
	Iteration 68Q: 3 clusters Score -1.17089e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56114 members 
Mstep: Class 2 contains 43497 members 
Entering Unmasked Estep 
Score: -11708900.000000 Penalty: 3740.433838
	Iteration 69Q: 3 clusters Score -1.17089e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56486 members 
Mstep: Class 2 contains 43125 members 
Entering Unmasked Estep 
Score: -11708920.000000 Penalty: 3740.433838
	Iteration 70Q: 3 clusters Score -1.170892e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56837 members 
Mstep: Class 2 contains 42774 members 
Entering Unmasked Estep 
Score: -11708919.000000 Penalty: 3740.433838
	Iteration 71Q: 3 clusters Score -1.170892e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57244 members 
Mstep: Class 2 contains 42367 members 
Entering Unmasked Estep 
Score: -11708934.000000 Penalty: 3740.433838
	Iteration 72Q: 3 clusters Score -1.170893e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57593 members 
Mstep: Class 2 contains 42018 members 
Entering Unmasked Estep 
Score: -11708903.000000 Penalty: 3740.433838
	Iteration 73Q: 3 clusters Score -1.17089e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57918 members 
Mstep: Class 2 contains 41693 members 
Entering Unmasked Estep 
Score: -11708866.000000 Penalty: 3740.433838
	Iteration 74Q: 3 clusters Score -1.170887e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58238 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -11708829.000000 Penalty: 3740.433838
	Iteration 75Q: 3 clusters Score -1.170883e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58562 members 
Mstep: Class 2 contains 41049 members 
Entering Unmasked Estep 
Score: -11708790.000000 Penalty: 3740.433838
	Iteration 76Q: 3 clusters Score -1.170879e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58910 members 
Mstep: Class 2 contains 40701 members 
Entering Unmasked Estep 
Score: -11708789.000000 Penalty: 3740.433838
	Iteration 77Q: 3 clusters Score -1.170879e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59260 members 
Mstep: Class 2 contains 40351 members 
Entering Unmasked Estep 
Score: -11708796.000000 Penalty: 3740.433838
	Iteration 78Q: 3 clusters Score -1.17088e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59579 members 
Mstep: Class 2 contains 40032 members 
Entering Unmasked Estep 
Score: -11708846.000000 Penalty: 3740.433838
	Iteration 79Q: 3 clusters Score -1.170885e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59907 members 
Mstep: Class 2 contains 39704 members 
Entering Unmasked Estep 
Score: -11708803.000000 Penalty: 3740.433838
	Iteration 80F: 3 clusters Score -1.17088e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60214 members 
Mstep: Class 2 contains 39397 members 
Entering Unmasked Estep 
Score: -11708790.000000 Penalty: 3740.433838
	Iteration 81Q: 3 clusters Score -1.170879e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60483 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -11708764.000000 Penalty: 3740.433838
	Iteration 82Q: 3 clusters Score -1.170876e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60742 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -11708736.000000 Penalty: 3740.433838
	Iteration 83Q: 3 clusters Score -1.170874e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60985 members 
Mstep: Class 2 contains 38626 members 
Entering Unmasked Estep 
Score: -11708760.000000 Penalty: 3740.433838
	Iteration 84Q: 3 clusters Score -1.170876e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61238 members 
Mstep: Class 2 contains 38373 members 
Entering Unmasked Estep 
Score: -11708724.000000 Penalty: 3740.433838
	Iteration 85Q: 3 clusters Score -1.170872e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61484 members 
Mstep: Class 2 contains 38127 members 
Entering Unmasked Estep 
Score: -11708747.000000 Penalty: 3740.433838
	Iteration 86Q: 3 clusters Score -1.170875e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61736 members 
Mstep: Class 2 contains 37875 members 
Entering Unmasked Estep 
Score: -11708761.000000 Penalty: 3740.433838
	Iteration 87Q: 3 clusters Score -1.170876e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61999 members 
Mstep: Class 2 contains 37612 members 
Entering Unmasked Estep 
Score: -11708742.000000 Penalty: 3740.433838
	Iteration 88Q: 3 clusters Score -1.170874e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62273 members 
Mstep: Class 2 contains 37338 members 
Entering Unmasked Estep 
Score: -11708749.000000 Penalty: 3740.433838
	Iteration 89Q: 3 clusters Score -1.170875e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62528 members 
Mstep: Class 2 contains 37083 members 
Entering Unmasked Estep 
Score: -11708709.000000 Penalty: 3740.433838
	Iteration 90Q: 3 clusters Score -1.170871e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62790 members 
Mstep: Class 2 contains 36821 members 
Entering Unmasked Estep 
Score: -11708758.000000 Penalty: 3740.433838
	Iteration 91Q: 3 clusters Score -1.170876e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63034 members 
Mstep: Class 2 contains 36577 members 
Entering Unmasked Estep 
Score: -11708760.000000 Penalty: 3740.433838
	Iteration 92Q: 3 clusters Score -1.170876e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63249 members 
Mstep: Class 2 contains 36362 members 
Entering Unmasked Estep 
Score: -11708784.000000 Penalty: 3740.433838
	Iteration 93Q: 3 clusters Score -1.170878e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63410 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -11708802.000000 Penalty: 3740.433838
	Iteration 94Q: 3 clusters Score -1.17088e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63563 members 
Mstep: Class 2 contains 36048 members 
Entering Unmasked Estep 
Score: -11708755.000000 Penalty: 3740.433838
	Iteration 95Q: 3 clusters Score -1.170876e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63666 members 
Mstep: Class 2 contains 35945 members 
Entering Unmasked Estep 
Score: -11708753.000000 Penalty: 3740.433838
	Iteration 96Q: 3 clusters Score -1.170875e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63764 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -11708764.000000 Penalty: 3740.433838
	Iteration 97Q: 3 clusters Score -1.170876e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63866 members 
Mstep: Class 2 contains 35745 members 
Entering Unmasked Estep 
Score: -11708769.000000 Penalty: 3740.433838
	Iteration 98Q: 3 clusters Score -1.170877e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63941 members 
Mstep: Class 2 contains 35670 members 
Entering Unmasked Estep 
Score: -11708785.000000 Penalty: 3740.433838
	Iteration 99Q: 3 clusters Score -1.170878e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64018 members 
Mstep: Class 2 contains 35593 members 
Entering Unmasked Estep 
Score: -11708786.000000 Penalty: 3740.433838
	Iteration 100F: 3 clusters Score -1.170879e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64103 members 
Mstep: Class 2 contains 35508 members 
Entering Unmasked Estep 
Score: -11708791.000000 Penalty: 3740.433838
	Iteration 101Q: 3 clusters Score -1.170879e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64161 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
Score: -11708789.000000 Penalty: 3740.433838
	Iteration 102Q: 3 clusters Score -1.170879e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64217 members 
Mstep: Class 2 contains 35394 members 
Entering Unmasked Estep 
Score: -11708773.000000 Penalty: 3740.433838
	Iteration 103Q: 3 clusters Score -1.170877e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64292 members 
Mstep: Class 2 contains 35319 members 
Entering Unmasked Estep 
Score: -11708775.000000 Penalty: 3740.433838
	Iteration 104Q: 3 clusters Score -1.170878e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64383 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
Score: -11708801.000000 Penalty: 3740.433838
	Iteration 105Q: 3 clusters Score -1.17088e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64477 members 
Mstep: Class 2 contains 35134 members 
Entering Unmasked Estep 
Score: -11708796.000000 Penalty: 3740.433838
	Iteration 106Q: 3 clusters Score -1.17088e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64555 members 
Mstep: Class 2 contains 35056 members 
Entering Unmasked Estep 
Score: -11708782.000000 Penalty: 3740.433838
	Iteration 107Q: 3 clusters Score -1.170878e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64636 members 
Mstep: Class 2 contains 34975 members 
Entering Unmasked Estep 
Score: -11708752.000000 Penalty: 3740.433838
	Iteration 108Q: 3 clusters Score -1.170875e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64729 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -11708767.000000 Penalty: 3740.433838
	Iteration 109Q: 3 clusters Score -1.170877e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64825 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -11708757.000000 Penalty: 3740.433838
	Iteration 110Q: 3 clusters Score -1.170876e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64893 members 
Mstep: Class 2 contains 34718 members 
Entering Unmasked Estep 
Score: -11708752.000000 Penalty: 3740.433838
	Iteration 111Q: 3 clusters Score -1.170875e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64965 members 
Mstep: Class 2 contains 34646 members 
Entering Unmasked Estep 
Score: -11708747.000000 Penalty: 3740.433838
	Iteration 112Q: 3 clusters Score -1.170875e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65014 members 
Mstep: Class 2 contains 34597 members 
Entering Unmasked Estep 
Score: -11708748.000000 Penalty: 3740.433838
	Iteration 113Q: 3 clusters Score -1.170875e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65035 members 
Mstep: Class 2 contains 34576 members 
Entering Unmasked Estep 
Score: -11708746.000000 Penalty: 3740.433838
	Iteration 114Q: 3 clusters Score -1.170875e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65074 members 
Mstep: Class 2 contains 34537 members 
Entering Unmasked Estep 
Score: -11708734.000000 Penalty: 3740.433838
	Iteration 115Q: 3 clusters Score -1.170873e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65126 members 
Mstep: Class 2 contains 34485 members 
Entering Unmasked Estep 
Score: -11708740.000000 Penalty: 3740.433838
	Iteration 116Q: 3 clusters Score -1.170874e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65141 members 
Mstep: Class 2 contains 34470 members 
Entering Unmasked Estep 
Score: -11708736.000000 Penalty: 3740.433838
	Iteration 117Q: 3 clusters Score -1.170874e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65160 members 
Mstep: Class 2 contains 34451 members 
Entering Unmasked Estep 
Score: -11708755.000000 Penalty: 3740.433838
	Iteration 118Q: 3 clusters Score -1.170876e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65181 members 
Mstep: Class 2 contains 34430 members 
Entering Unmasked Estep 
Score: -11708748.000000 Penalty: 3740.433838
	Iteration 119Q: 3 clusters Score -1.170875e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65209 members 
Mstep: Class 2 contains 34402 members 
Entering Unmasked Estep 
Score: -11708743.000000 Penalty: 3740.433838
	Iteration 120F: 3 clusters Score -1.170874e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65264 members 
Mstep: Class 2 contains 34347 members 
Entering Unmasked Estep 
Score: -11708732.000000 Penalty: 3740.433838
	Iteration 121Q: 3 clusters Score -1.170873e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65291 members 
Mstep: Class 2 contains 34320 members 
Entering Unmasked Estep 
Score: -11708740.000000 Penalty: 3740.433838
	Iteration 122Q: 3 clusters Score -1.170874e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65304 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
Score: -11708743.000000 Penalty: 3740.433838
	Iteration 123Q: 3 clusters Score -1.170874e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65308 members 
Mstep: Class 2 contains 34303 members 
Entering Unmasked Estep 
Score: -11708720.000000 Penalty: 3740.433838
	Iteration 124Q: 3 clusters Score -1.170872e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65316 members 
Mstep: Class 2 contains 34295 members 
Entering Unmasked Estep 
Score: -11708719.000000 Penalty: 3740.433838
	Iteration 125Q: 3 clusters Score -1.170872e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65325 members 
Mstep: Class 2 contains 34286 members 
Entering Unmasked Estep 
Score: -11708724.000000 Penalty: 3740.433838
	Iteration 126Q: 3 clusters Score -1.170872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65330 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -11708725.000000 Penalty: 3740.433838
	Iteration 127Q: 3 clusters Score -1.170872e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65331 members 
Mstep: Class 2 contains 34280 members 
Entering Unmasked Estep 
Score: -11708730.000000 Penalty: 3740.433838
	Iteration 128Q: 3 clusters Score -1.170873e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65333 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -11708724.000000 Penalty: 3740.433838
	Iteration 129Q: 3 clusters Score -1.170872e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65346 members 
Mstep: Class 2 contains 34265 members 
Entering Unmasked Estep 
Score: -11708718.000000 Penalty: 3740.433838
	Iteration 130Q: 3 clusters Score -1.170872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65351 members 
Mstep: Class 2 contains 34260 members 
Entering Unmasked Estep 
Score: -11708711.000000 Penalty: 3740.433838
	Iteration 131Q: 3 clusters Score -1.170871e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65352 members 
Mstep: Class 2 contains 34259 members 
Entering Unmasked Estep 
Score: -11708716.000000 Penalty: 3740.433838
	Iteration 132Q: 3 clusters Score -1.170872e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65353 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -11708719.000000 Penalty: 3740.433838
	Iteration 133Q: 3 clusters Score -1.170872e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65354 members 
Mstep: Class 2 contains 34257 members 
Entering Unmasked Estep 
Score: -11708725.000000 Penalty: 3740.433838
	Iteration 134Q: 3 clusters Score -1.170872e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65354 members 
Mstep: Class 2 contains 34257 members 
Entering Unmasked Estep 
Score: -11708725.000000 Penalty: 3740.433838
	Iteration 135F: 3 clusters Score -1.170872e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 3488 members 
Mstep: Class 3 contains 27017 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34368 members 
Mstep: Class 6 contains 73962 members 
Mstep: Class 7 contains 10305 members 
Mstep: Class 8 contains 36697 members 
Mstep: Class 9 contains 32014 members 
Mstep: Class 10 contains 16181 members 
Mstep: Class 11 contains 8082 members 
Mstep: Class 12 contains 61509 members 
Mstep: Class 13 contains 4120 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1904 members 
Mstep: Class 16 contains 35419 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 124256 members 
Mstep: Class 20 contains 33145 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37685 members 
Mstep: Class 23 contains 9652 members 
Mstep: Class 24 contains 31386 members 
Mstep: Class 25 contains 83263 members 
Mstep: Class 26 contains 25917 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 817 members 
Mstep: Class 29 contains 2580 members 
Mstep: Class 30 contains 42543 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 53804 members 
Mstep: Class 34 contains 1335 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 65300 members 
Mstep: Class 38 contains 12802 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10658 members 
Mstep: Class 41 contains 136882 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 65354 members 
Mstep: Class 45 contains 192160 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 55372 members 
Mstep: Class 48 contains 307 members 
Mstep: Class 49 contains 115986 members 
Mstep: Class 50 contains 101581 members 
Mstep: Class 51 contains 773 members 
Mstep: Class 52 contains 38137 members 
Mstep: Class 53 contains 52469 members 
Mstep: Class 54 contains 11902 members 
Mstep: Class 55 contains 19870 members 
Mstep: Class 56 contains 34257 members 
Entering Unmasked Estep 
Score: -194744224.000000 Penalty: 130671.539062
Splitting cluster 44 changes total score from -194743552.000000 to -194744224.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 45 (192160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192160 members 
Entering Unmasked Estep 
Score: -22037758.000000 Penalty: 1976.988525
	Iteration 0F: 2 clusters Score -2.203776e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96132 members 
Mstep: Class 2 contains 96028 members 
Entering Unmasked Estep 
Score: -21929712.000000 Penalty: 3953.977051
	Iteration 0F: 3 clusters Score -2.192971e+07 nChanged 92923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95949 members 
Mstep: Class 2 contains 96211 members 
Entering Unmasked Estep 
Score: -21984110.000000 Penalty: 3953.977051
	Iteration 1F: 3 clusters Score -2.198411e+07 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95980 members 
Mstep: Class 2 contains 96180 members 
Entering Unmasked Estep 
Score: -21984870.000000 Penalty: 3953.977051
	Iteration 2Q: 3 clusters Score -2.198487e+07 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96250 members 
Mstep: Class 2 contains 95910 members 
Entering Unmasked Estep 
Score: -21985746.000000 Penalty: 3953.977051
	Iteration 3Q: 3 clusters Score -2.198575e+07 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96893 members 
Mstep: Class 2 contains 95267 members 
Entering Unmasked Estep 
Score: -21986882.000000 Penalty: 3953.977051
	Iteration 4Q: 3 clusters Score -2.198688e+07 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98227 members 
Mstep: Class 2 contains 93933 members 
Entering Unmasked Estep 
Score: -21988060.000000 Penalty: 3953.977051
	Iteration 5Q: 3 clusters Score -2.198806e+07 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100657 members 
Mstep: Class 2 contains 91503 members 
Entering Unmasked Estep 
Score: -21989898.000000 Penalty: 3953.977051
	Iteration 6Q: 3 clusters Score -2.19899e+07 nChanged 6970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104599 members 
Mstep: Class 2 contains 87561 members 
Entering Unmasked Estep 
Score: -21992214.000000 Penalty: 3953.977051
	Iteration 7Q: 3 clusters Score -2.199221e+07 nChanged 8323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110764 members 
Mstep: Class 2 contains 81396 members 
Entering Unmasked Estep 
Score: -21995676.000000 Penalty: 3953.977051
	Iteration 8Q: 3 clusters Score -2.199568e+07 nChanged 9990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119560 members 
Mstep: Class 2 contains 72600 members 
Entering Unmasked Estep 
Score: -22001490.000000 Penalty: 3953.977051
	Iteration 9F: 3 clusters Score -2.200149e+07 nChanged 12422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131356 members 
Mstep: Class 2 contains 60804 members 
Entering Unmasked Estep 
Score: -22009974.000000 Penalty: 3953.977051
	Iteration 10F: 3 clusters Score -2.200997e+07 nChanged 14100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145154 members 
Mstep: Class 2 contains 47006 members 
Entering Unmasked Estep 
Score: -22020274.000000 Penalty: 3953.977051
	Iteration 11F: 3 clusters Score -2.202027e+07 nChanged 13335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158345 members 
Mstep: Class 2 contains 33815 members 
Entering Unmasked Estep 
Score: -22029646.000000 Penalty: 3953.977051
	Iteration 12F: 3 clusters Score -2.202965e+07 nChanged 11087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169362 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -22035418.000000 Penalty: 3953.977051
	Iteration 13F: 3 clusters Score -2.203542e+07 nChanged 8514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177856 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -22037250.000000 Penalty: 3953.977051
	Iteration 14Q: 3 clusters Score -2.203725e+07 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183779 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -22037472.000000 Penalty: 3953.977051
	Iteration 15Q: 3 clusters Score -2.203747e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187469 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -22037526.000000 Penalty: 3953.977051
	Iteration 16Q: 3 clusters Score -2.203753e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189539 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -22037096.000000 Penalty: 3953.977051
	Iteration 17Q: 3 clusters Score -2.20371e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190586 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -22036848.000000 Penalty: 3953.977051
	Iteration 18Q: 3 clusters Score -2.203685e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191098 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -22036674.000000 Penalty: 3953.977051
	Iteration 19Q: 3 clusters Score -2.203667e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191371 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -22036540.000000 Penalty: 3953.977051
	Iteration 20F: 3 clusters Score -2.203654e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191511 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -22036534.000000 Penalty: 3953.977051
	Iteration 21Q: 3 clusters Score -2.203653e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191599 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -22036494.000000 Penalty: 3953.977051
	Iteration 22Q: 3 clusters Score -2.203649e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191652 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -22036458.000000 Penalty: 3953.977051
	Iteration 23Q: 3 clusters Score -2.203646e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191683 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -22036472.000000 Penalty: 3953.977051
	Iteration 24Q: 3 clusters Score -2.203647e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191709 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -22036462.000000 Penalty: 3953.977051
	Iteration 25Q: 3 clusters Score -2.203646e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191726 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -22036474.000000 Penalty: 3953.977051
	Iteration 26Q: 3 clusters Score -2.203647e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191741 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -22036462.000000 Penalty: 3953.977051
	Iteration 27Q: 3 clusters Score -2.203646e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191745 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -22036470.000000 Penalty: 3953.977051
	Iteration 28Q: 3 clusters Score -2.203647e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191750 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -22036476.000000 Penalty: 3953.977051
	Iteration 29Q: 3 clusters Score -2.203648e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191754 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -22036468.000000 Penalty: 3953.977051
	Iteration 30Q: 3 clusters Score -2.203647e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191758 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -22036470.000000 Penalty: 3953.977051
	Iteration 31Q: 3 clusters Score -2.203647e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191763 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -22036442.000000 Penalty: 3953.977051
	Iteration 32Q: 3 clusters Score -2.203644e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191769 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -22036450.000000 Penalty: 3953.977051
	Iteration 33Q: 3 clusters Score -2.203645e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191769 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -22036454.000000 Penalty: 3953.977051
	Iteration 34Q: 3 clusters Score -2.203645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191771 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -22036460.000000 Penalty: 3953.977051
	Iteration 35Q: 3 clusters Score -2.203646e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191768 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -22036460.000000 Penalty: 3953.977051
	Iteration 36Q: 3 clusters Score -2.203646e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191773 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -22036456.000000 Penalty: 3953.977051
	Iteration 37Q: 3 clusters Score -2.203646e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191778 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -22036456.000000 Penalty: 3953.977051
	Iteration 38Q: 3 clusters Score -2.203646e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191781 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -22036460.000000 Penalty: 3953.977051
	Iteration 39Q: 3 clusters Score -2.203646e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191784 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -22036462.000000 Penalty: 3953.977051
	Iteration 40F: 3 clusters Score -2.203646e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191789 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -22036456.000000 Penalty: 3953.977051
	Iteration 41Q: 3 clusters Score -2.203646e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191794 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -22036454.000000 Penalty: 3953.977051
	Iteration 42Q: 3 clusters Score -2.203645e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191803 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -22036456.000000 Penalty: 3953.977051
	Iteration 43Q: 3 clusters Score -2.203646e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191810 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -22036458.000000 Penalty: 3953.977051
	Iteration 44Q: 3 clusters Score -2.203646e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191813 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -22036464.000000 Penalty: 3953.977051
	Iteration 45Q: 3 clusters Score -2.203646e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191815 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -22036458.000000 Penalty: 3953.977051
	Iteration 46Q: 3 clusters Score -2.203646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191817 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -22036450.000000 Penalty: 3953.977051
	Iteration 47Q: 3 clusters Score -2.203645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191820 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -22036462.000000 Penalty: 3953.977051
	Iteration 48Q: 3 clusters Score -2.203646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191821 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -22036458.000000 Penalty: 3953.977051
	Iteration 49Q: 3 clusters Score -2.203646e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191821 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -22036458.000000 Penalty: 3953.977051
	Iteration 50F: 3 clusters Score -2.203646e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -37342.449219 Penalty: 995.970642
	Iteration 0F: 2 clusters Score -37342.45 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 231 members 
Entering Unmasked Estep 
Score: -36374.066406 Penalty: 1991.941284
	Iteration 0F: 3 clusters Score -36374.07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -36616.792969 Penalty: 1991.941284
	Iteration 1F: 3 clusters Score -36616.79 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -36807.167969 Penalty: 1991.941284
	Iteration 2F: 3 clusters Score -36807.17 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -36927.066406 Penalty: 1991.941284
	Iteration 3F: 3 clusters Score -36927.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -37002.308594 Penalty: 1991.941284
	Iteration 4Q: 3 clusters Score -37002.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -37034.566406 Penalty: 1991.941284
	Iteration 5Q: 3 clusters Score -37034.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -37061.460938 Penalty: 1991.941284
	Iteration 6Q: 3 clusters Score -37061.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -37088.488281 Penalty: 1991.941284
	Iteration 7Q: 3 clusters Score -37088.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -37102.515625 Penalty: 1991.941284
	Iteration 8Q: 3 clusters Score -37102.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -37112.886719 Penalty: 1991.941284
	Iteration 9Q: 3 clusters Score -37112.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -37130.492188 Penalty: 1991.941284
	Iteration 10Q: 3 clusters Score -37130.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -37132.792969 Penalty: 1991.941284
	Iteration 11Q: 3 clusters Score -37132.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -37133.468750 Penalty: 1991.941284
	Iteration 12F: 3 clusters Score -37133.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -37139.011719 Penalty: 1991.941284
	Iteration 13Q: 3 clusters Score -37139.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -37139.011719 Penalty: 1991.941284
	Iteration 14F: 3 clusters Score -37139.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (55372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55372 members 
Entering Unmasked Estep 
Score: -6600782.500000 Penalty: 1774.797241
	Iteration 0F: 2 clusters Score -6600782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -6564126.000000 Penalty: 3549.594482
	Iteration 0F: 3 clusters Score -6564126 nChanged 26214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 30278 members 
Entering Unmasked Estep 
Score: -6579258.500000 Penalty: 3549.594482
	Iteration 1F: 3 clusters Score -6579258 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 31605 members 
Entering Unmasked Estep 
Score: -6580062.500000 Penalty: 3549.594482
	Iteration 2Q: 3 clusters Score -6580062 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 33595 members 
Entering Unmasked Estep 
Score: -6581228.000000 Penalty: 3549.594482
	Iteration 3Q: 3 clusters Score -6581228 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 36259 members 
Entering Unmasked Estep 
Score: -6583081.000000 Penalty: 3549.594482
	Iteration 4F: 3 clusters Score -6583081 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 39667 members 
Entering Unmasked Estep 
Score: -6585907.000000 Penalty: 3549.594482
	Iteration 5F: 3 clusters Score -6585907 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 43365 members 
Entering Unmasked Estep 
Score: -6589591.000000 Penalty: 3549.594482
	Iteration 6F: 3 clusters Score -6589591 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 46670 members 
Entering Unmasked Estep 
Score: -6593098.000000 Penalty: 3549.594482
	Iteration 7F: 3 clusters Score -6593098 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 49048 members 
Entering Unmasked Estep 
Score: -6595463.000000 Penalty: 3549.594482
	Iteration 8Q: 3 clusters Score -6595463 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 50574 members 
Entering Unmasked Estep 
Score: -6596845.000000 Penalty: 3549.594482
	Iteration 9Q: 3 clusters Score -6596845 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 51647 members 
Entering Unmasked Estep 
Score: -6597726.500000 Penalty: 3549.594482
	Iteration 10Q: 3 clusters Score -6597726 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 52423 members 
Entering Unmasked Estep 
Score: -6598210.000000 Penalty: 3549.594482
	Iteration 11Q: 3 clusters Score -6598210 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 53041 members 
Entering Unmasked Estep 
Score: -6598514.000000 Penalty: 3549.594482
	Iteration 12Q: 3 clusters Score -6598514 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 53540 members 
Entering Unmasked Estep 
Score: -6598708.500000 Penalty: 3549.594482
	Iteration 13Q: 3 clusters Score -6598708 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 53938 members 
Entering Unmasked Estep 
Score: -6598921.500000 Penalty: 3549.594482
	Iteration 14Q: 3 clusters Score -6598922 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 54217 members 
Entering Unmasked Estep 
Score: -6599054.500000 Penalty: 3549.594482
	Iteration 15Q: 3 clusters Score -6599054 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 54422 members 
Entering Unmasked Estep 
Score: -6599112.500000 Penalty: 3549.594482
	Iteration 16Q: 3 clusters Score -6599112 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 54585 members 
Entering Unmasked Estep 
Score: -6599182.000000 Penalty: 3549.594482
	Iteration 17Q: 3 clusters Score -6599182 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 54698 members 
Entering Unmasked Estep 
Score: -6599249.500000 Penalty: 3549.594482
	Iteration 18Q: 3 clusters Score -6599250 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 54795 members 
Entering Unmasked Estep 
Score: -6599289.000000 Penalty: 3549.594482
	Iteration 19Q: 3 clusters Score -6599289 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 54855 members 
Entering Unmasked Estep 
Score: -6599306.500000 Penalty: 3549.594482
	Iteration 20F: 3 clusters Score -6599306 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 54895 members 
Entering Unmasked Estep 
Score: -6599313.500000 Penalty: 3549.594482
	Iteration 21Q: 3 clusters Score -6599314 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 54922 members 
Entering Unmasked Estep 
Score: -6599320.000000 Penalty: 3549.594482
	Iteration 22Q: 3 clusters Score -6599320 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 54946 members 
Entering Unmasked Estep 
Score: -6599318.000000 Penalty: 3549.594482
	Iteration 23Q: 3 clusters Score -6599318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 54966 members 
Entering Unmasked Estep 
Score: -6599338.000000 Penalty: 3549.594482
	Iteration 24Q: 3 clusters Score -6599338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 54978 members 
Entering Unmasked Estep 
Score: -6599351.000000 Penalty: 3549.594482
	Iteration 25Q: 3 clusters Score -6599351 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 54987 members 
Entering Unmasked Estep 
Score: -6599354.000000 Penalty: 3549.594482
	Iteration 26Q: 3 clusters Score -6599354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 54991 members 
Entering Unmasked Estep 
Score: -6599358.000000 Penalty: 3549.594482
	Iteration 27Q: 3 clusters Score -6599358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 54996 members 
Entering Unmasked Estep 
Score: -6599357.500000 Penalty: 3549.594482
	Iteration 28Q: 3 clusters Score -6599358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 54998 members 
Entering Unmasked Estep 
Score: -6599363.000000 Penalty: 3549.594482
	Iteration 29Q: 3 clusters Score -6599363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 54998 members 
Entering Unmasked Estep 
Score: -6599357.500000 Penalty: 3549.594482
	Iteration 30Q: 3 clusters Score -6599358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 54999 members 
Entering Unmasked Estep 
Score: -6599359.500000 Penalty: 3549.594482
	Iteration 31Q: 3 clusters Score -6599360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 54998 members 
Entering Unmasked Estep 
Score: -6599361.000000 Penalty: 3549.594482
	Iteration 32Q: 3 clusters Score -6599361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 54998 members 
Entering Unmasked Estep 
Score: -6599361.000000 Penalty: 3549.594482
	Iteration 33F: 3 clusters Score -6599361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Entering Unmasked Estep 
Score: -30827.638672 Penalty: 930.612732
	Iteration 0F: 2 clusters Score -30827.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -29939.449219 Penalty: 1861.225464
	Iteration 0F: 3 clusters Score -29939.45 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -30049.097656 Penalty: 1861.225464
	Iteration 1F: 3 clusters Score -30049.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -30110.757812 Penalty: 1861.225464
	Iteration 2F: 3 clusters Score -30110.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -30128.519531 Penalty: 1861.225464
	Iteration 3Q: 3 clusters Score -30128.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -30134.966797 Penalty: 1861.225464
	Iteration 4Q: 3 clusters Score -30134.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -30140.523438 Penalty: 1861.225464
	Iteration 5Q: 3 clusters Score -30140.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -30140.523438 Penalty: 1861.225464
	Iteration 6F: 3 clusters Score -30140.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (115986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115986 members 
Entering Unmasked Estep 
Score: -13730433.000000 Penalty: 1894.948975
	Iteration 0F: 2 clusters Score -1.373043e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57973 members 
Mstep: Class 2 contains 58013 members 
Entering Unmasked Estep 
Score: -13657420.000000 Penalty: 3789.897949
	Iteration 0F: 3 clusters Score -1.365742e+07 nChanged 55843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57754 members 
Mstep: Class 2 contains 58232 members 
Entering Unmasked Estep 
Score: -13690239.000000 Penalty: 3789.897949
	Iteration 1F: 3 clusters Score -1.369024e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58931 members 
Mstep: Class 2 contains 57055 members 
Entering Unmasked Estep 
Score: -13691446.000000 Penalty: 3789.897949
	Iteration 2Q: 3 clusters Score -1.369145e+07 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61240 members 
Mstep: Class 2 contains 54746 members 
Entering Unmasked Estep 
Score: -13693024.000000 Penalty: 3789.897949
	Iteration 3Q: 3 clusters Score -1.369302e+07 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64848 members 
Mstep: Class 2 contains 51138 members 
Entering Unmasked Estep 
Score: -13695274.000000 Penalty: 3789.897949
	Iteration 4Q: 3 clusters Score -1.369527e+07 nChanged 6609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70227 members 
Mstep: Class 2 contains 45759 members 
Entering Unmasked Estep 
Score: -13698832.000000 Penalty: 3789.897949
	Iteration 5F: 3 clusters Score -1.369883e+07 nChanged 7778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77361 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
Score: -13703472.000000 Penalty: 3789.897949
	Iteration 6F: 3 clusters Score -1.370347e+07 nChanged 8538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85619 members 
Mstep: Class 2 contains 30367 members 
Entering Unmasked Estep 
Score: -13710917.000000 Penalty: 3789.897949
	Iteration 7F: 3 clusters Score -1.371092e+07 nChanged 7223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92212 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -13716992.000000 Penalty: 3789.897949
	Iteration 8F: 3 clusters Score -1.371699e+07 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95732 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -13721101.000000 Penalty: 3789.897949
	Iteration 9Q: 3 clusters Score -1.37211e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97379 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -13723761.000000 Penalty: 3789.897949
	Iteration 10Q: 3 clusters Score -1.372376e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98020 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -13725492.000000 Penalty: 3789.897949
	Iteration 11Q: 3 clusters Score -1.372549e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98226 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -13726511.000000 Penalty: 3789.897949
	Iteration 12Q: 3 clusters Score -1.372651e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98149 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -13727376.000000 Penalty: 3789.897949
	Iteration 13Q: 3 clusters Score -1.372738e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97764 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -13728134.000000 Penalty: 3789.897949
	Iteration 14Q: 3 clusters Score -1.372813e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97218 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -13728841.000000 Penalty: 3789.897949
	Iteration 15Q: 3 clusters Score -1.372884e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96469 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -13729556.000000 Penalty: 3789.897949
	Iteration 16Q: 3 clusters Score -1.372956e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95725 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -13730245.000000 Penalty: 3789.897949
	Iteration 17Q: 3 clusters Score -1.373024e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94881 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -13730937.000000 Penalty: 3789.897949
	Iteration 18Q: 3 clusters Score -1.373094e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94077 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -13731438.000000 Penalty: 3789.897949
	Iteration 19Q: 3 clusters Score -1.373144e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93374 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -13731970.000000 Penalty: 3789.897949
	Iteration 20F: 3 clusters Score -1.373197e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92704 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -13732317.000000 Penalty: 3789.897949
	Iteration 21Q: 3 clusters Score -1.373232e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91852 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -13732505.000000 Penalty: 3789.897949
	Iteration 22Q: 3 clusters Score -1.37325e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91099 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -13732705.000000 Penalty: 3789.897949
	Iteration 23Q: 3 clusters Score -1.37327e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90366 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
Score: -13732730.000000 Penalty: 3789.897949
	Iteration 24Q: 3 clusters Score -1.373273e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89447 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -13732820.000000 Penalty: 3789.897949
	Iteration 25Q: 3 clusters Score -1.373282e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88953 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -13732906.000000 Penalty: 3789.897949
	Iteration 26Q: 3 clusters Score -1.373291e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88349 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -13732858.000000 Penalty: 3789.897949
	Iteration 27Q: 3 clusters Score -1.373286e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88170 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -13732871.000000 Penalty: 3789.897949
	Iteration 28Q: 3 clusters Score -1.373287e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88080 members 
Mstep: Class 2 contains 27906 members 
Entering Unmasked Estep 
Score: -13732846.000000 Penalty: 3789.897949
	Iteration 29Q: 3 clusters Score -1.373285e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87967 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -13732814.000000 Penalty: 3789.897949
	Iteration 30Q: 3 clusters Score -1.373281e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87876 members 
Mstep: Class 2 contains 28110 members 
Entering Unmasked Estep 
Score: -13732812.000000 Penalty: 3789.897949
	Iteration 31Q: 3 clusters Score -1.373281e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87802 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -13732818.000000 Penalty: 3789.897949
	Iteration 32Q: 3 clusters Score -1.373282e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87700 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -13732769.000000 Penalty: 3789.897949
	Iteration 33Q: 3 clusters Score -1.373277e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87627 members 
Mstep: Class 2 contains 28359 members 
Entering Unmasked Estep 
Score: -13732786.000000 Penalty: 3789.897949
	Iteration 34Q: 3 clusters Score -1.373279e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87580 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
Score: -13732779.000000 Penalty: 3789.897949
	Iteration 35Q: 3 clusters Score -1.373278e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87408 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -13732782.000000 Penalty: 3789.897949
	Iteration 36Q: 3 clusters Score -1.373278e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87355 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
Score: -13732794.000000 Penalty: 3789.897949
	Iteration 37Q: 3 clusters Score -1.373279e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87262 members 
Mstep: Class 2 contains 28724 members 
Entering Unmasked Estep 
Score: -13732755.000000 Penalty: 3789.897949
	Iteration 38Q: 3 clusters Score -1.373276e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87201 members 
Mstep: Class 2 contains 28785 members 
Entering Unmasked Estep 
Score: -13732735.000000 Penalty: 3789.897949
	Iteration 39Q: 3 clusters Score -1.373274e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87205 members 
Mstep: Class 2 contains 28781 members 
Entering Unmasked Estep 
Score: -13732762.000000 Penalty: 3789.897949
	Iteration 40F: 3 clusters Score -1.373276e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87193 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -13732770.000000 Penalty: 3789.897949
	Iteration 41Q: 3 clusters Score -1.373277e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87172 members 
Mstep: Class 2 contains 28814 members 
Entering Unmasked Estep 
Score: -13732754.000000 Penalty: 3789.897949
	Iteration 42Q: 3 clusters Score -1.373275e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87156 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -13732759.000000 Penalty: 3789.897949
	Iteration 43Q: 3 clusters Score -1.373276e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87118 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -13732740.000000 Penalty: 3789.897949
	Iteration 44Q: 3 clusters Score -1.373274e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87086 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
Score: -13732714.000000 Penalty: 3789.897949
	Iteration 45Q: 3 clusters Score -1.373271e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87116 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -13732739.000000 Penalty: 3789.897949
	Iteration 46Q: 3 clusters Score -1.373274e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87090 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
Score: -13732733.000000 Penalty: 3789.897949
	Iteration 47Q: 3 clusters Score -1.373273e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87058 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -13732716.000000 Penalty: 3789.897949
	Iteration 48Q: 3 clusters Score -1.373272e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87064 members 
Mstep: Class 2 contains 28922 members 
Entering Unmasked Estep 
Score: -13732725.000000 Penalty: 3789.897949
	Iteration 49Q: 3 clusters Score -1.373272e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87050 members 
Mstep: Class 2 contains 28936 members 
Entering Unmasked Estep 
Score: -13732726.000000 Penalty: 3789.897949
	Iteration 50Q: 3 clusters Score -1.373273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87049 members 
Mstep: Class 2 contains 28937 members 
Entering Unmasked Estep 
Score: -13732735.000000 Penalty: 3789.897949
	Iteration 51Q: 3 clusters Score -1.373274e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87032 members 
Mstep: Class 2 contains 28954 members 
Entering Unmasked Estep 
Score: -13732723.000000 Penalty: 3789.897949
	Iteration 52Q: 3 clusters Score -1.373272e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86979 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -13732696.000000 Penalty: 3789.897949
	Iteration 53Q: 3 clusters Score -1.37327e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86844 members 
Mstep: Class 2 contains 29142 members 
Entering Unmasked Estep 
Score: -13732681.000000 Penalty: 3789.897949
	Iteration 54Q: 3 clusters Score -1.373268e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86791 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -13732679.000000 Penalty: 3789.897949
	Iteration 55Q: 3 clusters Score -1.373268e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86737 members 
Mstep: Class 2 contains 29249 members 
Entering Unmasked Estep 
Score: -13732655.000000 Penalty: 3789.897949
	Iteration 56Q: 3 clusters Score -1.373266e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86709 members 
Mstep: Class 2 contains 29277 members 
Entering Unmasked Estep 
Score: -13732650.000000 Penalty: 3789.897949
	Iteration 57Q: 3 clusters Score -1.373265e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86698 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -13732656.000000 Penalty: 3789.897949
	Iteration 58Q: 3 clusters Score -1.373266e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86695 members 
Mstep: Class 2 contains 29291 members 
Entering Unmasked Estep 
Score: -13732650.000000 Penalty: 3789.897949
	Iteration 59Q: 3 clusters Score -1.373265e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86684 members 
Mstep: Class 2 contains 29302 members 
Entering Unmasked Estep 
Score: -13732651.000000 Penalty: 3789.897949
	Iteration 60F: 3 clusters Score -1.373265e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86676 members 
Mstep: Class 2 contains 29310 members 
Entering Unmasked Estep 
Score: -13732654.000000 Penalty: 3789.897949
	Iteration 61Q: 3 clusters Score -1.373265e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86656 members 
Mstep: Class 2 contains 29330 members 
Entering Unmasked Estep 
Score: -13732679.000000 Penalty: 3789.897949
	Iteration 62Q: 3 clusters Score -1.373268e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86653 members 
Mstep: Class 2 contains 29333 members 
Entering Unmasked Estep 
Score: -13732663.000000 Penalty: 3789.897949
	Iteration 63Q: 3 clusters Score -1.373266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86651 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
Score: -13732662.000000 Penalty: 3789.897949
	Iteration 64Q: 3 clusters Score -1.373266e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86657 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -13732652.000000 Penalty: 3789.897949
	Iteration 65Q: 3 clusters Score -1.373265e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86657 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -13732652.000000 Penalty: 3789.897949
	Iteration 66F: 3 clusters Score -1.373265e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 3488 members 
Mstep: Class 3 contains 27017 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34368 members 
Mstep: Class 6 contains 73962 members 
Mstep: Class 7 contains 10305 members 
Mstep: Class 8 contains 36697 members 
Mstep: Class 9 contains 32014 members 
Mstep: Class 10 contains 16181 members 
Mstep: Class 11 contains 8082 members 
Mstep: Class 12 contains 61509 members 
Mstep: Class 13 contains 4120 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1904 members 
Mstep: Class 16 contains 35419 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 124256 members 
Mstep: Class 20 contains 33145 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37685 members 
Mstep: Class 23 contains 9652 members 
Mstep: Class 24 contains 31386 members 
Mstep: Class 25 contains 83263 members 
Mstep: Class 26 contains 25917 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 817 members 
Mstep: Class 29 contains 2580 members 
Mstep: Class 30 contains 42543 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 53804 members 
Mstep: Class 34 contains 1335 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 65300 members 
Mstep: Class 38 contains 12802 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10658 members 
Mstep: Class 41 contains 136882 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 65354 members 
Mstep: Class 45 contains 192160 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 55372 members 
Mstep: Class 48 contains 307 members 
Mstep: Class 49 contains 86657 members 
Mstep: Class 50 contains 101581 members 
Mstep: Class 51 contains 773 members 
Mstep: Class 52 contains 38137 members 
Mstep: Class 53 contains 52469 members 
Mstep: Class 54 contains 11902 members 
Mstep: Class 55 contains 19870 members 
Mstep: Class 56 contains 34257 members 
Mstep: Class 57 contains 29329 members 
Entering Unmasked Estep 
Score: -194745680.000000 Penalty: 133004.953125
Splitting cluster 49 changes total score from -194743552.000000 to -194745680.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 50 (101581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101581 members 
Entering Unmasked Estep 
Score: -11965472.000000 Penalty: 1873.399414
	Iteration 0F: 2 clusters Score -1.196547e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50912 members 
Mstep: Class 2 contains 50669 members 
Entering Unmasked Estep 
Score: -11899494.000000 Penalty: 3746.798828
	Iteration 0F: 3 clusters Score -1.189949e+07 nChanged 48566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52056 members 
Mstep: Class 2 contains 49525 members 
Entering Unmasked Estep 
Score: -11927458.000000 Penalty: 3746.798828
	Iteration 1F: 3 clusters Score -1.192746e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52548 members 
Mstep: Class 2 contains 49033 members 
Entering Unmasked Estep 
Score: -11927942.000000 Penalty: 3746.798828
	Iteration 2Q: 3 clusters Score -1.192794e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53255 members 
Mstep: Class 2 contains 48326 members 
Entering Unmasked Estep 
Score: -11928431.000000 Penalty: 3746.798828
	Iteration 3Q: 3 clusters Score -1.192843e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54337 members 
Mstep: Class 2 contains 47244 members 
Entering Unmasked Estep 
Score: -11928918.000000 Penalty: 3746.798828
	Iteration 4Q: 3 clusters Score -1.192892e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55870 members 
Mstep: Class 2 contains 45711 members 
Entering Unmasked Estep 
Score: -11929788.000000 Penalty: 3746.798828
	Iteration 5Q: 3 clusters Score -1.192979e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58126 members 
Mstep: Class 2 contains 43455 members 
Entering Unmasked Estep 
Score: -11931332.000000 Penalty: 3746.798828
	Iteration 6Q: 3 clusters Score -1.193133e+07 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61193 members 
Mstep: Class 2 contains 40388 members 
Entering Unmasked Estep 
Score: -11933784.000000 Penalty: 3746.798828
	Iteration 7Q: 3 clusters Score -1.193378e+07 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64758 members 
Mstep: Class 2 contains 36823 members 
Entering Unmasked Estep 
Score: -11937840.000000 Penalty: 3746.798828
	Iteration 8F: 3 clusters Score -1.193784e+07 nChanged 6456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67956 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
Score: -11943774.000000 Penalty: 3746.798828
	Iteration 9F: 3 clusters Score -1.194377e+07 nChanged 6667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69391 members 
Mstep: Class 2 contains 32190 members 
Entering Unmasked Estep 
Score: -11950179.000000 Penalty: 3746.798828
	Iteration 10F: 3 clusters Score -1.195018e+07 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69101 members 
Mstep: Class 2 contains 32480 members 
Entering Unmasked Estep 
Score: -11954745.000000 Penalty: 3746.798828
	Iteration 11F: 3 clusters Score -1.195474e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68102 members 
Mstep: Class 2 contains 33479 members 
Entering Unmasked Estep 
Score: -11957079.000000 Penalty: 3746.798828
	Iteration 12Q: 3 clusters Score -1.195708e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66947 members 
Mstep: Class 2 contains 34634 members 
Entering Unmasked Estep 
Score: -11958889.000000 Penalty: 3746.798828
	Iteration 13Q: 3 clusters Score -1.195889e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65664 members 
Mstep: Class 2 contains 35917 members 
Entering Unmasked Estep 
Score: -11960593.000000 Penalty: 3746.798828
	Iteration 14Q: 3 clusters Score -1.196059e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64275 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -11962068.000000 Penalty: 3746.798828
	Iteration 15Q: 3 clusters Score -1.196207e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62966 members 
Mstep: Class 2 contains 38615 members 
Entering Unmasked Estep 
Score: -11963266.000000 Penalty: 3746.798828
	Iteration 16Q: 3 clusters Score -1.196327e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62040 members 
Mstep: Class 2 contains 39541 members 
Entering Unmasked Estep 
Score: -11963985.000000 Penalty: 3746.798828
	Iteration 17Q: 3 clusters Score -1.196398e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61316 members 
Mstep: Class 2 contains 40265 members 
Entering Unmasked Estep 
Score: -11964249.000000 Penalty: 3746.798828
	Iteration 18Q: 3 clusters Score -1.196425e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60753 members 
Mstep: Class 2 contains 40828 members 
Entering Unmasked Estep 
Score: -11964420.000000 Penalty: 3746.798828
	Iteration 19Q: 3 clusters Score -1.196442e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60211 members 
Mstep: Class 2 contains 41370 members 
Entering Unmasked Estep 
Score: -11964537.000000 Penalty: 3746.798828
	Iteration 20F: 3 clusters Score -1.196454e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59585 members 
Mstep: Class 2 contains 41996 members 
Entering Unmasked Estep 
Score: -11964574.000000 Penalty: 3746.798828
	Iteration 21Q: 3 clusters Score -1.196457e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58959 members 
Mstep: Class 2 contains 42622 members 
Entering Unmasked Estep 
Score: -11964561.000000 Penalty: 3746.798828
	Iteration 22Q: 3 clusters Score -1.196456e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58237 members 
Mstep: Class 2 contains 43344 members 
Entering Unmasked Estep 
Score: -11964527.000000 Penalty: 3746.798828
	Iteration 23Q: 3 clusters Score -1.196453e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57439 members 
Mstep: Class 2 contains 44142 members 
Entering Unmasked Estep 
Score: -11964534.000000 Penalty: 3746.798828
	Iteration 24Q: 3 clusters Score -1.196453e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56575 members 
Mstep: Class 2 contains 45006 members 
Entering Unmasked Estep 
Score: -11964466.000000 Penalty: 3746.798828
	Iteration 25Q: 3 clusters Score -1.196447e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55614 members 
Mstep: Class 2 contains 45967 members 
Entering Unmasked Estep 
Score: -11964423.000000 Penalty: 3746.798828
	Iteration 26Q: 3 clusters Score -1.196442e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54524 members 
Mstep: Class 2 contains 47057 members 
Entering Unmasked Estep 
Score: -11964451.000000 Penalty: 3746.798828
	Iteration 27Q: 3 clusters Score -1.196445e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53449 members 
Mstep: Class 2 contains 48132 members 
Entering Unmasked Estep 
Score: -11964494.000000 Penalty: 3746.798828
	Iteration 28Q: 3 clusters Score -1.196449e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52199 members 
Mstep: Class 2 contains 49382 members 
Entering Unmasked Estep 
Score: -11964499.000000 Penalty: 3746.798828
	Iteration 29Q: 3 clusters Score -1.19645e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50810 members 
Mstep: Class 2 contains 50771 members 
Entering Unmasked Estep 
Score: -11964381.000000 Penalty: 3746.798828
	Iteration 30Q: 3 clusters Score -1.196438e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49404 members 
Mstep: Class 2 contains 52177 members 
Entering Unmasked Estep 
Score: -11964373.000000 Penalty: 3746.798828
	Iteration 31Q: 3 clusters Score -1.196437e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47897 members 
Mstep: Class 2 contains 53684 members 
Entering Unmasked Estep 
Score: -11964332.000000 Penalty: 3746.798828
	Iteration 32Q: 3 clusters Score -1.196433e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46372 members 
Mstep: Class 2 contains 55209 members 
Entering Unmasked Estep 
Score: -11964310.000000 Penalty: 3746.798828
	Iteration 33Q: 3 clusters Score -1.196431e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44962 members 
Mstep: Class 2 contains 56619 members 
Entering Unmasked Estep 
Score: -11964186.000000 Penalty: 3746.798828
	Iteration 34Q: 3 clusters Score -1.196419e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43591 members 
Mstep: Class 2 contains 57990 members 
Entering Unmasked Estep 
Score: -11964188.000000 Penalty: 3746.798828
	Iteration 35Q: 3 clusters Score -1.196419e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42313 members 
Mstep: Class 2 contains 59268 members 
Entering Unmasked Estep 
Score: -11964074.000000 Penalty: 3746.798828
	Iteration 36Q: 3 clusters Score -1.196407e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 60561 members 
Entering Unmasked Estep 
Score: -11963993.000000 Penalty: 3746.798828
	Iteration 37Q: 3 clusters Score -1.196399e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39791 members 
Mstep: Class 2 contains 61790 members 
Entering Unmasked Estep 
Score: -11964001.000000 Penalty: 3746.798828
	Iteration 38Q: 3 clusters Score -1.1964e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38618 members 
Mstep: Class 2 contains 62963 members 
Entering Unmasked Estep 
Score: -11964006.000000 Penalty: 3746.798828
	Iteration 39Q: 3 clusters Score -1.196401e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 64078 members 
Entering Unmasked Estep 
Score: -11963993.000000 Penalty: 3746.798828
	Iteration 40F: 3 clusters Score -1.196399e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36257 members 
Mstep: Class 2 contains 65324 members 
Entering Unmasked Estep 
Score: -11964013.000000 Penalty: 3746.798828
	Iteration 41Q: 3 clusters Score -1.196401e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35082 members 
Mstep: Class 2 contains 66499 members 
Entering Unmasked Estep 
Score: -11964032.000000 Penalty: 3746.798828
	Iteration 42Q: 3 clusters Score -1.196403e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 67712 members 
Entering Unmasked Estep 
Score: -11963952.000000 Penalty: 3746.798828
	Iteration 43Q: 3 clusters Score -1.196395e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 68893 members 
Entering Unmasked Estep 
Score: -11963955.000000 Penalty: 3746.798828
	Iteration 44Q: 3 clusters Score -1.196396e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31568 members 
Mstep: Class 2 contains 70013 members 
Entering Unmasked Estep 
Score: -11963824.000000 Penalty: 3746.798828
	Iteration 45Q: 3 clusters Score -1.196382e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 71206 members 
Entering Unmasked Estep 
Score: -11963778.000000 Penalty: 3746.798828
	Iteration 46Q: 3 clusters Score -1.196378e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 72491 members 
Entering Unmasked Estep 
Score: -11963717.000000 Penalty: 3746.798828
	Iteration 47Q: 3 clusters Score -1.196372e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 73688 members 
Entering Unmasked Estep 
Score: -11963713.000000 Penalty: 3746.798828
	Iteration 48Q: 3 clusters Score -1.196371e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 74725 members 
Entering Unmasked Estep 
Score: -11963668.000000 Penalty: 3746.798828
	Iteration 49Q: 3 clusters Score -1.196367e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 75690 members 
Entering Unmasked Estep 
Score: -11963627.000000 Penalty: 3746.798828
	Iteration 50Q: 3 clusters Score -1.196363e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 76733 members 
Entering Unmasked Estep 
Score: -11963633.000000 Penalty: 3746.798828
	Iteration 51Q: 3 clusters Score -1.196363e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 77759 members 
Entering Unmasked Estep 
Score: -11963689.000000 Penalty: 3746.798828
	Iteration 52Q: 3 clusters Score -1.196369e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 78910 members 
Entering Unmasked Estep 
Score: -11963853.000000 Penalty: 3746.798828
	Iteration 53Q: 3 clusters Score -1.196385e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 80100 members 
Entering Unmasked Estep 
Score: -11963888.000000 Penalty: 3746.798828
	Iteration 54Q: 3 clusters Score -1.196389e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 81275 members 
Entering Unmasked Estep 
Score: -11963868.000000 Penalty: 3746.798828
	Iteration 55Q: 3 clusters Score -1.196387e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 82446 members 
Entering Unmasked Estep 
Score: -11963995.000000 Penalty: 3746.798828
	Iteration 56Q: 3 clusters Score -1.1964e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 83484 members 
Entering Unmasked Estep 
Score: -11964403.000000 Penalty: 3746.798828
	Iteration 57Q: 3 clusters Score -1.19644e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 84332 members 
Entering Unmasked Estep 
Score: -11964596.000000 Penalty: 3746.798828
	Iteration 58Q: 3 clusters Score -1.19646e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 85029 members 
Entering Unmasked Estep 
Score: -11964808.000000 Penalty: 3746.798828
	Iteration 59Q: 3 clusters Score -1.196481e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 85650 members 
Entering Unmasked Estep 
Score: -11964951.000000 Penalty: 3746.798828
	Iteration 60F: 3 clusters Score -1.196495e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 86237 members 
Entering Unmasked Estep 
Score: -11965103.000000 Penalty: 3746.798828
	Iteration 61Q: 3 clusters Score -1.19651e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 86773 members 
Entering Unmasked Estep 
Score: -11965079.000000 Penalty: 3746.798828
	Iteration 62Q: 3 clusters Score -1.196508e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 87253 members 
Entering Unmasked Estep 
Score: -11965138.000000 Penalty: 3746.798828
	Iteration 63Q: 3 clusters Score -1.196514e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 87765 members 
Entering Unmasked Estep 
Score: -11965101.000000 Penalty: 3746.798828
	Iteration 64Q: 3 clusters Score -1.19651e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 88293 members 
Entering Unmasked Estep 
Score: -11965122.000000 Penalty: 3746.798828
	Iteration 65Q: 3 clusters Score -1.196512e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 88695 members 
Entering Unmasked Estep 
Score: -11965128.000000 Penalty: 3746.798828
	Iteration 66Q: 3 clusters Score -1.196513e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 89019 members 
Entering Unmasked Estep 
Score: -11965117.000000 Penalty: 3746.798828
	Iteration 67Q: 3 clusters Score -1.196512e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 89296 members 
Entering Unmasked Estep 
Score: -11965138.000000 Penalty: 3746.798828
	Iteration 68Q: 3 clusters Score -1.196514e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 89483 members 
Entering Unmasked Estep 
Score: -11965159.000000 Penalty: 3746.798828
	Iteration 69Q: 3 clusters Score -1.196516e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 89641 members 
Entering Unmasked Estep 
Score: -11965136.000000 Penalty: 3746.798828
	Iteration 70Q: 3 clusters Score -1.196514e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 89775 members 
Entering Unmasked Estep 
Score: -11965172.000000 Penalty: 3746.798828
	Iteration 71Q: 3 clusters Score -1.196517e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 89924 members 
Entering Unmasked Estep 
Score: -11965163.000000 Penalty: 3746.798828
	Iteration 72Q: 3 clusters Score -1.196516e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 90086 members 
Entering Unmasked Estep 
Score: -11965147.000000 Penalty: 3746.798828
	Iteration 73Q: 3 clusters Score -1.196515e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 90246 members 
Entering Unmasked Estep 
Score: -11965137.000000 Penalty: 3746.798828
	Iteration 74Q: 3 clusters Score -1.196514e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 90397 members 
Entering Unmasked Estep 
Score: -11965133.000000 Penalty: 3746.798828
	Iteration 75Q: 3 clusters Score -1.196513e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 90540 members 
Entering Unmasked Estep 
Score: -11965158.000000 Penalty: 3746.798828
	Iteration 76Q: 3 clusters Score -1.196516e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 90671 members 
Entering Unmasked Estep 
Score: -11965132.000000 Penalty: 3746.798828
	Iteration 77Q: 3 clusters Score -1.196513e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 90774 members 
Entering Unmasked Estep 
Score: -11965127.000000 Penalty: 3746.798828
	Iteration 78Q: 3 clusters Score -1.196513e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 90877 members 
Entering Unmasked Estep 
Score: -11965107.000000 Penalty: 3746.798828
	Iteration 79Q: 3 clusters Score -1.196511e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 91034 members 
Entering Unmasked Estep 
Score: -11965089.000000 Penalty: 3746.798828
	Iteration 80F: 3 clusters Score -1.196509e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 91183 members 
Entering Unmasked Estep 
Score: -11965089.000000 Penalty: 3746.798828
	Iteration 81Q: 3 clusters Score -1.196509e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 91418 members 
Entering Unmasked Estep 
Score: -11965047.000000 Penalty: 3746.798828
	Iteration 82Q: 3 clusters Score -1.196505e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 91570 members 
Entering Unmasked Estep 
Score: -11965039.000000 Penalty: 3746.798828
	Iteration 83Q: 3 clusters Score -1.196504e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 91715 members 
Entering Unmasked Estep 
Score: -11965054.000000 Penalty: 3746.798828
	Iteration 84Q: 3 clusters Score -1.196505e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 91867 members 
Entering Unmasked Estep 
Score: -11965029.000000 Penalty: 3746.798828
	Iteration 85Q: 3 clusters Score -1.196503e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 91989 members 
Entering Unmasked Estep 
Score: -11965046.000000 Penalty: 3746.798828
	Iteration 86Q: 3 clusters Score -1.196505e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 92123 members 
Entering Unmasked Estep 
Score: -11965059.000000 Penalty: 3746.798828
	Iteration 87Q: 3 clusters Score -1.196506e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 92223 members 
Entering Unmasked Estep 
Score: -11965029.000000 Penalty: 3746.798828
	Iteration 88Q: 3 clusters Score -1.196503e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 92316 members 
Entering Unmasked Estep 
Score: -11965014.000000 Penalty: 3746.798828
	Iteration 89Q: 3 clusters Score -1.196501e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 92388 members 
Entering Unmasked Estep 
Score: -11965005.000000 Penalty: 3746.798828
	Iteration 90Q: 3 clusters Score -1.1965e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 92475 members 
Entering Unmasked Estep 
Score: -11964990.000000 Penalty: 3746.798828
	Iteration 91Q: 3 clusters Score -1.196499e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 92564 members 
Entering Unmasked Estep 
Score: -11964990.000000 Penalty: 3746.798828
	Iteration 92Q: 3 clusters Score -1.196499e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 92660 members 
Entering Unmasked Estep 
Score: -11964984.000000 Penalty: 3746.798828
	Iteration 93Q: 3 clusters Score -1.196498e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 92764 members 
Entering Unmasked Estep 
Score: -11964983.000000 Penalty: 3746.798828
	Iteration 94Q: 3 clusters Score -1.196498e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 92831 members 
Entering Unmasked Estep 
Score: -11964976.000000 Penalty: 3746.798828
	Iteration 95Q: 3 clusters Score -1.196498e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 92887 members 
Entering Unmasked Estep 
Score: -11964988.000000 Penalty: 3746.798828
	Iteration 96Q: 3 clusters Score -1.196499e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 92969 members 
Entering Unmasked Estep 
Score: -11964959.000000 Penalty: 3746.798828
	Iteration 97Q: 3 clusters Score -1.196496e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 93031 members 
Entering Unmasked Estep 
Score: -11964968.000000 Penalty: 3746.798828
	Iteration 98Q: 3 clusters Score -1.196497e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 93103 members 
Entering Unmasked Estep 
Score: -11964954.000000 Penalty: 3746.798828
	Iteration 99Q: 3 clusters Score -1.196495e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 93182 members 
Entering Unmasked Estep 
Score: -11964982.000000 Penalty: 3746.798828
	Iteration 100F: 3 clusters Score -1.196498e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 93259 members 
Entering Unmasked Estep 
Score: -11964972.000000 Penalty: 3746.798828
	Iteration 101Q: 3 clusters Score -1.196497e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 93334 members 
Entering Unmasked Estep 
Score: -11964982.000000 Penalty: 3746.798828
	Iteration 102Q: 3 clusters Score -1.196498e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 93384 members 
Entering Unmasked Estep 
Score: -11964963.000000 Penalty: 3746.798828
	Iteration 103Q: 3 clusters Score -1.196496e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 93452 members 
Entering Unmasked Estep 
Score: -11964941.000000 Penalty: 3746.798828
	Iteration 104Q: 3 clusters Score -1.196494e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 93525 members 
Entering Unmasked Estep 
Score: -11964955.000000 Penalty: 3746.798828
	Iteration 105Q: 3 clusters Score -1.196496e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 93574 members 
Entering Unmasked Estep 
Score: -11964914.000000 Penalty: 3746.798828
	Iteration 106Q: 3 clusters Score -1.196491e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 93604 members 
Entering Unmasked Estep 
Score: -11964917.000000 Penalty: 3746.798828
	Iteration 107Q: 3 clusters Score -1.196492e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 93640 members 
Entering Unmasked Estep 
Score: -11964935.000000 Penalty: 3746.798828
	Iteration 108Q: 3 clusters Score -1.196494e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 93690 members 
Entering Unmasked Estep 
Score: -11964922.000000 Penalty: 3746.798828
	Iteration 109Q: 3 clusters Score -1.196492e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 93745 members 
Entering Unmasked Estep 
Score: -11964918.000000 Penalty: 3746.798828
	Iteration 110Q: 3 clusters Score -1.196492e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 93768 members 
Entering Unmasked Estep 
Score: -11964928.000000 Penalty: 3746.798828
	Iteration 111Q: 3 clusters Score -1.196493e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 93799 members 
Entering Unmasked Estep 
Score: -11964930.000000 Penalty: 3746.798828
	Iteration 112Q: 3 clusters Score -1.196493e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 93826 members 
Entering Unmasked Estep 
Score: -11964918.000000 Penalty: 3746.798828
	Iteration 113Q: 3 clusters Score -1.196492e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 93866 members 
Entering Unmasked Estep 
Score: -11964921.000000 Penalty: 3746.798828
	Iteration 114Q: 3 clusters Score -1.196492e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 93910 members 
Entering Unmasked Estep 
Score: -11964931.000000 Penalty: 3746.798828
	Iteration 115Q: 3 clusters Score -1.196493e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 93932 members 
Entering Unmasked Estep 
Score: -11964923.000000 Penalty: 3746.798828
	Iteration 116Q: 3 clusters Score -1.196492e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 93946 members 
Entering Unmasked Estep 
Score: -11964924.000000 Penalty: 3746.798828
	Iteration 117Q: 3 clusters Score -1.196492e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 93983 members 
Entering Unmasked Estep 
Score: -11964916.000000 Penalty: 3746.798828
	Iteration 118Q: 3 clusters Score -1.196492e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 93995 members 
Entering Unmasked Estep 
Score: -11964923.000000 Penalty: 3746.798828
	Iteration 119Q: 3 clusters Score -1.196492e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 94013 members 
Entering Unmasked Estep 
Score: -11964902.000000 Penalty: 3746.798828
	Iteration 120F: 3 clusters Score -1.19649e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 94019 members 
Entering Unmasked Estep 
Score: -11964916.000000 Penalty: 3746.798828
	Iteration 121Q: 3 clusters Score -1.196492e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 94033 members 
Entering Unmasked Estep 
Score: -11964900.000000 Penalty: 3746.798828
	Iteration 122Q: 3 clusters Score -1.19649e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 94048 members 
Entering Unmasked Estep 
Score: -11964890.000000 Penalty: 3746.798828
	Iteration 123Q: 3 clusters Score -1.196489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 94046 members 
Entering Unmasked Estep 
Score: -11964891.000000 Penalty: 3746.798828
	Iteration 124Q: 3 clusters Score -1.196489e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 94078 members 
Entering Unmasked Estep 
Score: -11964902.000000 Penalty: 3746.798828
	Iteration 125Q: 3 clusters Score -1.19649e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 94080 members 
Entering Unmasked Estep 
Score: -11964897.000000 Penalty: 3746.798828
	Iteration 126Q: 3 clusters Score -1.19649e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 94089 members 
Entering Unmasked Estep 
Score: -11964895.000000 Penalty: 3746.798828
	Iteration 127Q: 3 clusters Score -1.19649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 94091 members 
Entering Unmasked Estep 
Score: -11964899.000000 Penalty: 3746.798828
	Iteration 128Q: 3 clusters Score -1.19649e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 94091 members 
Entering Unmasked Estep 
Score: -11964899.000000 Penalty: 3746.798828
	Iteration 129F: 3 clusters Score -1.19649e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Entering Unmasked Estep 
Score: -81414.867188 Penalty: 1080.670288
	Iteration 0F: 2 clusters Score -81414.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -80146.242188 Penalty: 2161.340576
	Iteration 0F: 3 clusters Score -80146.24 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -80379.585938 Penalty: 2161.340576
	Iteration 1F: 3 clusters Score -80379.59 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -80439.375000 Penalty: 2161.340576
	Iteration 2F: 3 clusters Score -80439.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -80459.296875 Penalty: 2161.340576
	Iteration 3Q: 3 clusters Score -80459.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -80474.359375 Penalty: 2161.340576
	Iteration 4Q: 3 clusters Score -80474.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -80496.890625 Penalty: 2161.340576
	Iteration 5Q: 3 clusters Score -80496.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -80513.593750 Penalty: 2161.340576
	Iteration 6Q: 3 clusters Score -80513.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -80529.742188 Penalty: 2161.340576
	Iteration 7Q: 3 clusters Score -80529.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -80540.468750 Penalty: 2161.340576
	Iteration 8Q: 3 clusters Score -80540.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -80556.515625 Penalty: 2161.340576
	Iteration 9Q: 3 clusters Score -80556.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -80579.054688 Penalty: 2161.340576
	Iteration 10Q: 3 clusters Score -80579.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -80594.203125 Penalty: 2161.340576
	Iteration 11Q: 3 clusters Score -80594.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -80615.593750 Penalty: 2161.340576
	Iteration 12Q: 3 clusters Score -80615.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -80645.257812 Penalty: 2161.340576
	Iteration 13Q: 3 clusters Score -80645.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -80663.085938 Penalty: 2161.340576
	Iteration 14Q: 3 clusters Score -80663.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -80684.250000 Penalty: 2161.340576
	Iteration 15Q: 3 clusters Score -80684.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -80696.539062 Penalty: 2161.340576
	Iteration 16Q: 3 clusters Score -80696.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -80699.328125 Penalty: 2161.340576
	Iteration 17Q: 3 clusters Score -80699.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -80699.984375 Penalty: 2161.340576
	Iteration 18Q: 3 clusters Score -80699.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -80699.984375 Penalty: 2161.340576
	Iteration 19F: 3 clusters Score -80699.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (38137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38137 members 
Entering Unmasked Estep 
Score: -4570381.500000 Penalty: 1714.202881
	Iteration 0F: 2 clusters Score -4570382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -4544691.500000 Penalty: 3428.405762
	Iteration 0F: 3 clusters Score -4544692 nChanged 17827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -4554740.500000 Penalty: 3428.405762
	Iteration 1F: 3 clusters Score -4554740 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -4555049.500000 Penalty: 3428.405762
	Iteration 2Q: 3 clusters Score -4555050 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -4555337.500000 Penalty: 3428.405762
	Iteration 3Q: 3 clusters Score -4555338 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -4555550.500000 Penalty: 3428.405762
	Iteration 4Q: 3 clusters Score -4555550 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -4555838.500000 Penalty: 3428.405762
	Iteration 5Q: 3 clusters Score -4555838 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -4556249.000000 Penalty: 3428.405762
	Iteration 6Q: 3 clusters Score -4556249 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -4556847.500000 Penalty: 3428.405762
	Iteration 7Q: 3 clusters Score -4556848 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -4557781.500000 Penalty: 3428.405762
	Iteration 8F: 3 clusters Score -4557782 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -4559360.500000 Penalty: 3428.405762
	Iteration 9F: 3 clusters Score -4559360 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -4561803.500000 Penalty: 3428.405762
	Iteration 10F: 3 clusters Score -4561804 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33642 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -4564532.000000 Penalty: 3428.405762
	Iteration 11F: 3 clusters Score -4564532 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35770 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -4566595.000000 Penalty: 3428.405762
	Iteration 12F: 3 clusters Score -4566595 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37034 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -4567801.500000 Penalty: 3428.405762
	Iteration 13Q: 3 clusters Score -4567802 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4568414.000000 Penalty: 3428.405762
	Iteration 14Q: 3 clusters Score -4568414 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37837 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4568636.500000 Penalty: 3428.405762
	Iteration 15Q: 3 clusters Score -4568636 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4568719.000000 Penalty: 3428.405762
	Iteration 16Q: 3 clusters Score -4568719 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37943 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -4568779.000000 Penalty: 3428.405762
	Iteration 17Q: 3 clusters Score -4568779 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37962 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -4568813.000000 Penalty: 3428.405762
	Iteration 18Q: 3 clusters Score -4568813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37962 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -4568816.000000 Penalty: 3428.405762
	Iteration 19Q: 3 clusters Score -4568816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37968 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -4568836.500000 Penalty: 3428.405762
	Iteration 20F: 3 clusters Score -4568836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37970 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -4568830.000000 Penalty: 3428.405762
	Iteration 21Q: 3 clusters Score -4568830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37971 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -4568842.500000 Penalty: 3428.405762
	Iteration 22Q: 3 clusters Score -4568842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37973 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -4568839.500000 Penalty: 3428.405762
	Iteration 23Q: 3 clusters Score -4568840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37973 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -4568839.500000 Penalty: 3428.405762
	Iteration 24F: 3 clusters Score -4568840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (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: -6239168.500000 Penalty: 1766.046387
	Iteration 0F: 2 clusters Score -6239168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -6204340.500000 Penalty: 3532.092773
	Iteration 0F: 3 clusters Score -6204340 nChanged 24652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -6218168.000000 Penalty: 3532.092773
	Iteration 1F: 3 clusters Score -6218168 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -6218492.500000 Penalty: 3532.092773
	Iteration 2Q: 3 clusters Score -6218492 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
Score: -6218762.000000 Penalty: 3532.092773
	Iteration 3Q: 3 clusters Score -6218762 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -6219077.000000 Penalty: 3532.092773
	Iteration 4Q: 3 clusters Score -6219077 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -6219413.500000 Penalty: 3532.092773
	Iteration 5Q: 3 clusters Score -6219414 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -6219900.000000 Penalty: 3532.092773
	Iteration 6Q: 3 clusters Score -6219900 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -6220610.000000 Penalty: 3532.092773
	Iteration 7Q: 3 clusters Score -6220610 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -6221626.500000 Penalty: 3532.092773
	Iteration 8Q: 3 clusters Score -6221626 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 31157 members 
Entering Unmasked Estep 
Score: -6223338.500000 Penalty: 3532.092773
	Iteration 9F: 3 clusters Score -6223338 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 32941 members 
Entering Unmasked Estep 
Score: -6225817.500000 Penalty: 3532.092773
	Iteration 10F: 3 clusters Score -6225818 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -6228397.500000 Penalty: 3532.092773
	Iteration 11F: 3 clusters Score -6228398 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 35611 members 
Entering Unmasked Estep 
Score: -6230320.000000 Penalty: 3532.092773
	Iteration 12F: 3 clusters Score -6230320 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 36606 members 
Entering Unmasked Estep 
Score: -6231375.500000 Penalty: 3532.092773
	Iteration 13Q: 3 clusters Score -6231376 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 37463 members 
Entering Unmasked Estep 
Score: -6232238.000000 Penalty: 3532.092773
	Iteration 14Q: 3 clusters Score -6232238 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 38206 members 
Entering Unmasked Estep 
Score: -6232993.500000 Penalty: 3532.092773
	Iteration 15Q: 3 clusters Score -6232994 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 38771 members 
Entering Unmasked Estep 
Score: -6233667.500000 Penalty: 3532.092773
	Iteration 16Q: 3 clusters Score -6233668 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 39189 members 
Entering Unmasked Estep 
Score: -6234357.000000 Penalty: 3532.092773
	Iteration 17Q: 3 clusters Score -6234357 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 39524 members 
Entering Unmasked Estep 
Score: -6234913.500000 Penalty: 3532.092773
	Iteration 18Q: 3 clusters Score -6234914 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 39823 members 
Entering Unmasked Estep 
Score: -6235453.000000 Penalty: 3532.092773
	Iteration 19Q: 3 clusters Score -6235453 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 39964 members 
Entering Unmasked Estep 
Score: -6235912.000000 Penalty: 3532.092773
	Iteration 20F: 3 clusters Score -6235912 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 39931 members 
Entering Unmasked Estep 
Score: -6236444.500000 Penalty: 3532.092773
	Iteration 21Q: 3 clusters Score -6236444 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 39923 members 
Entering Unmasked Estep 
Score: -6236824.000000 Penalty: 3532.092773
	Iteration 22Q: 3 clusters Score -6236824 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 39998 members 
Entering Unmasked Estep 
Score: -6237074.500000 Penalty: 3532.092773
	Iteration 23Q: 3 clusters Score -6237074 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -6237222.500000 Penalty: 3532.092773
	Iteration 24Q: 3 clusters Score -6237222 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 40217 members 
Entering Unmasked Estep 
Score: -6237298.500000 Penalty: 3532.092773
	Iteration 25Q: 3 clusters Score -6237298 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 40307 members 
Entering Unmasked Estep 
Score: -6237362.000000 Penalty: 3532.092773
	Iteration 26Q: 3 clusters Score -6237362 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 40399 members 
Entering Unmasked Estep 
Score: -6237368.000000 Penalty: 3532.092773
	Iteration 27Q: 3 clusters Score -6237368 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 40492 members 
Entering Unmasked Estep 
Score: -6237385.500000 Penalty: 3532.092773
	Iteration 28Q: 3 clusters Score -6237386 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 40589 members 
Entering Unmasked Estep 
Score: -6237400.500000 Penalty: 3532.092773
	Iteration 29Q: 3 clusters Score -6237400 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 40813 members 
Entering Unmasked Estep 
Score: -6237406.500000 Penalty: 3532.092773
	Iteration 30Q: 3 clusters Score -6237406 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 40846 members 
Entering Unmasked Estep 
Score: -6237415.000000 Penalty: 3532.092773
	Iteration 31Q: 3 clusters Score -6237415 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -6237413.500000 Penalty: 3532.092773
	Iteration 32Q: 3 clusters Score -6237414 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 40937 members 
Entering Unmasked Estep 
Score: -6237408.500000 Penalty: 3532.092773
	Iteration 33Q: 3 clusters Score -6237408 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 40941 members 
Entering Unmasked Estep 
Score: -6237408.500000 Penalty: 3532.092773
	Iteration 34Q: 3 clusters Score -6237408 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
Score: -6237408.000000 Penalty: 3532.092773
	Iteration 35Q: 3 clusters Score -6237408 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 40872 members 
Entering Unmasked Estep 
Score: -6237411.000000 Penalty: 3532.092773
	Iteration 36Q: 3 clusters Score -6237411 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 40899 members 
Entering Unmasked Estep 
Score: -6237397.500000 Penalty: 3532.092773
	Iteration 37Q: 3 clusters Score -6237398 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 40859 members 
Entering Unmasked Estep 
Score: -6237420.500000 Penalty: 3532.092773
	Iteration 38Q: 3 clusters Score -6237420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 40862 members 
Entering Unmasked Estep 
Score: -6237420.000000 Penalty: 3532.092773
	Iteration 39Q: 3 clusters Score -6237420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 40878 members 
Entering Unmasked Estep 
Score: -6237398.500000 Penalty: 3532.092773
	Iteration 40F: 3 clusters Score -6237398 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 40838 members 
Entering Unmasked Estep 
Score: -6237425.500000 Penalty: 3532.092773
	Iteration 41Q: 3 clusters Score -6237426 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 40891 members 
Entering Unmasked Estep 
Score: -6237406.500000 Penalty: 3532.092773
	Iteration 42Q: 3 clusters Score -6237406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 40885 members 
Entering Unmasked Estep 
Score: -6237410.500000 Penalty: 3532.092773
	Iteration 43Q: 3 clusters Score -6237410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 40906 members 
Entering Unmasked Estep 
Score: -6237413.500000 Penalty: 3532.092773
	Iteration 44Q: 3 clusters Score -6237414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 40927 members 
Entering Unmasked Estep 
Score: -6237412.500000 Penalty: 3532.092773
	Iteration 45Q: 3 clusters Score -6237412 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 40980 members 
Entering Unmasked Estep 
Score: -6237412.000000 Penalty: 3532.092773
	Iteration 46Q: 3 clusters Score -6237412 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 41030 members 
Entering Unmasked Estep 
Score: -6237415.000000 Penalty: 3532.092773
	Iteration 47Q: 3 clusters Score -6237415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 41027 members 
Entering Unmasked Estep 
Score: -6237413.000000 Penalty: 3532.092773
	Iteration 48Q: 3 clusters Score -6237413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 41032 members 
Entering Unmasked Estep 
Score: -6237433.500000 Penalty: 3532.092773
	Iteration 49Q: 3 clusters Score -6237434 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 41050 members 
Entering Unmasked Estep 
Score: -6237417.500000 Penalty: 3532.092773
	Iteration 50Q: 3 clusters Score -6237418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 41052 members 
Entering Unmasked Estep 
Score: -6237431.000000 Penalty: 3532.092773
	Iteration 51Q: 3 clusters Score -6237431 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 41083 members 
Entering Unmasked Estep 
Score: -6237412.000000 Penalty: 3532.092773
	Iteration 52Q: 3 clusters Score -6237412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 41079 members 
Entering Unmasked Estep 
Score: -6237406.500000 Penalty: 3532.092773
	Iteration 53Q: 3 clusters Score -6237406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 41065 members 
Entering Unmasked Estep 
Score: -6237407.000000 Penalty: 3532.092773
	Iteration 54Q: 3 clusters Score -6237407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 41069 members 
Entering Unmasked Estep 
Score: -6237412.000000 Penalty: 3532.092773
	Iteration 55Q: 3 clusters Score -6237412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 41067 members 
Entering Unmasked Estep 
Score: -6237397.500000 Penalty: 3532.092773
	Iteration 56Q: 3 clusters Score -6237398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 41054 members 
Entering Unmasked Estep 
Score: -6237394.500000 Penalty: 3532.092773
	Iteration 57Q: 3 clusters Score -6237394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 41043 members 
Entering Unmasked Estep 
Score: -6237417.000000 Penalty: 3532.092773
	Iteration 58Q: 3 clusters Score -6237417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 41051 members 
Entering Unmasked Estep 
Score: -6237415.000000 Penalty: 3532.092773
	Iteration 59Q: 3 clusters Score -6237415 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 41064 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6237418 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 41094 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6237408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 41088 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6237426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 41101 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6237412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 41096 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6237403 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 41094 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6237404 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 41088 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6237413 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 41089 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6237406 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 41075 members 
Entering Unmasked Estep 
Score: -6237422.000000 Penalty: 3532.092773
	Iteration 68Q: 3 clusters Score -6237422 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 41100 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6237424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 41102 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6237410 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 41081 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6237400 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 41071 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6237405 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 41076 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6237409 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 41075 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6237409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 41064 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6237414 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 41090 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6237436 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 41131 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6237427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 41128 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6237416 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 41127 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6237411 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 41124 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6237404 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 41097 members 
Entering Unmasked Estep 
Score: -6237420.000000 Penalty: 3532.092773
	Iteration 81Q: 3 clusters Score -6237420 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 41094 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6237398 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 41060 members 
Entering Unmasked Estep 
Score: -6237401.000000 Penalty: 3532.092773
	Iteration 83Q: 3 clusters Score -6237401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 41067 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6237420 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 41136 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6237430 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 41165 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6237430 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 41184 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6237422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 41192 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6237426 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 41193 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6237421 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11279 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6237431 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 41211 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6237423 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 41271 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6237421 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 41251 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6237425 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 41323 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6237409 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 41390 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6237403 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 41424 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6237406 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 41494 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6237406 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 41518 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6237426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 41510 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6237384 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 41622 members 
Entering Unmasked Estep 
Score: -6237440.500000 Penalty: 3532.092773
	Iteration 100F: 3 clusters Score -6237440 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 41603 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6237438 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 41574 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6237444 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 41617 members 
Entering Unmasked Estep 
Score: -6237432.000000 Penalty: 3532.092773
	Iteration 103Q: 3 clusters Score -6237432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 41614 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6237443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 41611 members 
Entering Unmasked Estep 
Score: -6237441.000000 Penalty: 3532.092773
	Iteration 105Q: 3 clusters Score -6237441 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 41614 members 
Entering Unmasked Estep 
Score: -6237420.000000 Penalty: 3532.092773
	Iteration 106Q: 3 clusters Score -6237420 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 41649 members 
Entering Unmasked Estep 
Score: -6237417.000000 Penalty: 3532.092773
	Iteration 107Q: 3 clusters Score -6237417 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 41586 members 
Entering Unmasked Estep 
Score: -6237424.500000 Penalty: 3532.092773
	Iteration 108Q: 3 clusters Score -6237424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 41575 members 
Entering Unmasked Estep 
Score: -6237433.500000 Penalty: 3532.092773
	Iteration 109Q: 3 clusters Score -6237434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 41588 members 
Entering Unmasked Estep 
Score: -6237426.500000 Penalty: 3532.092773
	Iteration 110Q: 3 clusters Score -6237426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 41605 members 
Entering Unmasked Estep 
Score: -6237431.000000 Penalty: 3532.092773
	Iteration 111Q: 3 clusters Score -6237431 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 41626 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6237426 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 41645 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6237431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -6237423.000000 Penalty: 3532.092773
	Iteration 114Q: 3 clusters Score -6237423 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 41652 members 
Entering Unmasked Estep 
Score: -6237411.000000 Penalty: 3532.092773
	Iteration 115Q: 3 clusters Score -6237411 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 41682 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6237430 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 41704 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6237426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 41703 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6237419 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 41704 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6237408 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 41765 members 
Entering Unmasked Estep 
Score: -6237428.500000 Penalty: 3532.092773
	Iteration 120F: 3 clusters Score -6237428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 41761 members 
Entering Unmasked Estep 
Score: -6237416.000000 Penalty: 3532.092773
	Iteration 121Q: 3 clusters Score -6237416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 41746 members 
Entering Unmasked Estep 
Score: -6237434.000000 Penalty: 3532.092773
	Iteration 122Q: 3 clusters Score -6237434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 41763 members 
Entering Unmasked Estep 
Score: -6237406.000000 Penalty: 3532.092773
	Iteration 123Q: 3 clusters Score -6237406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 41745 members 
Entering Unmasked Estep 
Score: -6237428.000000 Penalty: 3532.092773
	Iteration 124Q: 3 clusters Score -6237428 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 41746 members 
Entering Unmasked Estep 
Score: -6237416.000000 Penalty: 3532.092773
	Iteration 125Q: 3 clusters Score -6237416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 41730 members 
Entering Unmasked Estep 
Score: -6237423.000000 Penalty: 3532.092773
	Iteration 126Q: 3 clusters Score -6237423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 41738 members 
Entering Unmasked Estep 
Score: -6237428.000000 Penalty: 3532.092773
	Iteration 127Q: 3 clusters Score -6237428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 41742 members 
Entering Unmasked Estep 
Score: -6237432.000000 Penalty: 3532.092773
	Iteration 128Q: 3 clusters Score -6237432 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 41756 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -6237416 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 41729 members 
Entering Unmasked Estep 
Score: -6237424.500000 Penalty: 3532.092773
	Iteration 130Q: 3 clusters Score -6237424 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 41730 members 
Entering Unmasked Estep 
Score: -6237423.000000 Penalty: 3532.092773
	Iteration 131Q: 3 clusters Score -6237423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 41721 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -6237416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 41725 members 
Entering Unmasked Estep 
Score: -6237421.000000 Penalty: 3532.092773
	Iteration 133Q: 3 clusters Score -6237421 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 41721 members 
Entering Unmasked Estep 
Score: -6237419.000000 Penalty: 3532.092773
	Iteration 134Q: 3 clusters Score -6237419 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 41726 members 
Entering Unmasked Estep 
Score: -6237423.000000 Penalty: 3532.092773
	Iteration 135Q: 3 clusters Score -6237423 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 41727 members 
Entering Unmasked Estep 
Score: -6237422.000000 Penalty: 3532.092773
	Iteration 136Q: 3 clusters Score -6237422 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 41728 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -6237419 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 41767 members 
Entering Unmasked Estep 
Score: -6237413.000000 Penalty: 3532.092773
	Iteration 138Q: 3 clusters Score -6237413 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 41740 members 
Entering Unmasked Estep 
Score: -6237433.500000 Penalty: 3532.092773
	Iteration 139Q: 3 clusters Score -6237434 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 41742 members 
Entering Unmasked Estep 
Score: -6237420.000000 Penalty: 3532.092773
	Iteration 140F: 3 clusters Score -6237420 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 41740 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -6237437 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 2 contains 41740 members 
Entering Unmasked Estep 
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	Iteration 142F: 3 clusters Score -6237437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (11902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11902 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -1394093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1385621.875000 Penalty: 3049.949951
	Iteration 0F: 3 clusters Score -1385622 nChanged 5251
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1388709 nChanged 787
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1389365 nChanged 825
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1390123 nChanged 890
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1390893.750000 Penalty: 3049.949951
	Iteration 4F: 3 clusters Score -1390894 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1391567.375000 Penalty: 3049.949951
	Iteration 5F: 3 clusters Score -1391567 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1392198.125000 Penalty: 3049.949951
	Iteration 6F: 3 clusters Score -1392198 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1392769.125000 Penalty: 3049.949951
	Iteration 7F: 3 clusters Score -1392769 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1393155.000000 Penalty: 3049.949951
	Iteration 8Q: 3 clusters Score -1393155 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1393370.625000 Penalty: 3049.949951
	Iteration 9Q: 3 clusters Score -1393371 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1393498.250000 Penalty: 3049.949951
	Iteration 10Q: 3 clusters Score -1393498 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1393560.500000 Penalty: 3049.949951
	Iteration 11Q: 3 clusters Score -1393560 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1393599.125000 Penalty: 3049.949951
	Iteration 12Q: 3 clusters Score -1393599 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1393619.875000 Penalty: 3049.949951
	Iteration 13Q: 3 clusters Score -1393620 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1393633.375000 Penalty: 3049.949951
	Iteration 14Q: 3 clusters Score -1393633 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1393642.375000 Penalty: 3049.949951
	Iteration 15Q: 3 clusters Score -1393642 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1393646.625000 Penalty: 3049.949951
	Iteration 16Q: 3 clusters Score -1393647 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1393649.750000 Penalty: 3049.949951
	Iteration 17Q: 3 clusters Score -1393650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1393652.500000 Penalty: 3049.949951
	Iteration 18Q: 3 clusters Score -1393652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1393655.375000 Penalty: 3049.949951
	Iteration 19Q: 3 clusters Score -1393655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1393654.250000 Penalty: 3049.949951
	Iteration 20F: 3 clusters Score -1393654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1393654.250000 Penalty: 3049.949951
	Iteration 21Q: 3 clusters Score -1393654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1393655.625000 Penalty: 3049.949951
	Iteration 22Q: 3 clusters Score -1393656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1393663.375000 Penalty: 3049.949951
	Iteration 23Q: 3 clusters Score -1393663 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1393661.875000 Penalty: 3049.949951
	Iteration 24Q: 3 clusters Score -1393662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1393667.500000 Penalty: 3049.949951
	Iteration 25Q: 3 clusters Score -1393668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1393669.125000 Penalty: 3049.949951
	Iteration 26Q: 3 clusters Score -1393669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1393667.000000 Penalty: 3049.949951
	Iteration 27Q: 3 clusters Score -1393667 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1393670.375000 Penalty: 3049.949951
	Iteration 28Q: 3 clusters Score -1393670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1393668.125000 Penalty: 3049.949951
	Iteration 29Q: 3 clusters Score -1393668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1393668.875000 Penalty: 3049.949951
	Iteration 30Q: 3 clusters Score -1393669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1393671.250000 Penalty: 3049.949951
	Iteration 31Q: 3 clusters Score -1393671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1393670.125000 Penalty: 3049.949951
	Iteration 32Q: 3 clusters Score -1393670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1393673.125000 Penalty: 3049.949951
	Iteration 33Q: 3 clusters Score -1393673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1393674.375000 Penalty: 3049.949951
	Iteration 34Q: 3 clusters Score -1393674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1393675.000000 Penalty: 3049.949951
	Iteration 35Q: 3 clusters Score -1393675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1393674.375000 Penalty: 3049.949951
	Iteration 36Q: 3 clusters Score -1393674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1393674.250000 Penalty: 3049.949951
	Iteration 37Q: 3 clusters Score -1393674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1393673.875000 Penalty: 3049.949951
	Iteration 38Q: 3 clusters Score -1393674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1393675.000000 Penalty: 3049.949951
	Iteration 39Q: 3 clusters Score -1393675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1393674.750000 Penalty: 3049.949951
	Iteration 40F: 3 clusters Score -1393675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1393673.125000 Penalty: 3049.949951
	Iteration 41Q: 3 clusters Score -1393673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1393673.125000 Penalty: 3049.949951
	Iteration 42F: 3 clusters Score -1393673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (19870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Entering Unmasked Estep 
Score: -2379749.250000 Penalty: 1608.256958
	Iteration 0F: 2 clusters Score -2379749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -2366443.250000 Penalty: 3216.513916
	Iteration 0F: 3 clusters Score -2366443 nChanged 8907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -2371176.500000 Penalty: 3216.513916
	Iteration 1F: 3 clusters Score -2371176 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -2371419.750000 Penalty: 3216.513916
	Iteration 2Q: 3 clusters Score -2371420 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -2371680.250000 Penalty: 3216.513916
	Iteration 3Q: 3 clusters Score -2371680 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -2371933.750000 Penalty: 3216.513916
	Iteration 4Q: 3 clusters Score -2371934 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -2372223.500000 Penalty: 3216.513916
	Iteration 5Q: 3 clusters Score -2372224 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -2372623.750000 Penalty: 3216.513916
	Iteration 6Q: 3 clusters Score -2372624 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -2373277.750000 Penalty: 3216.513916
	Iteration 7Q: 3 clusters Score -2373278 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -2374177.750000 Penalty: 3216.513916
	Iteration 8F: 3 clusters Score -2374178 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -2375420.500000 Penalty: 3216.513916
	Iteration 9F: 3 clusters Score -2375420 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -2376625.750000 Penalty: 3216.513916
	Iteration 10F: 3 clusters Score -2376626 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -2377382.500000 Penalty: 3216.513916
	Iteration 11Q: 3 clusters Score -2377382 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -2377748.500000 Penalty: 3216.513916
	Iteration 12Q: 3 clusters Score -2377748 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -2377908.250000 Penalty: 3216.513916
	Iteration 13Q: 3 clusters Score -2377908 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -2377999.250000 Penalty: 3216.513916
	Iteration 14Q: 3 clusters Score -2377999 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -2378036.250000 Penalty: 3216.513916
	Iteration 15Q: 3 clusters Score -2378036 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -2378066.750000 Penalty: 3216.513916
	Iteration 16Q: 3 clusters Score -2378067 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -2378076.500000 Penalty: 3216.513916
	Iteration 17Q: 3 clusters Score -2378076 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -2378087.000000 Penalty: 3216.513916
	Iteration 18Q: 3 clusters Score -2378087 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -2378096.500000 Penalty: 3216.513916
	Iteration 19Q: 3 clusters Score -2378096 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -2378111.250000 Penalty: 3216.513916
	Iteration 20F: 3 clusters Score -2378111 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -2378113.750000 Penalty: 3216.513916
	Iteration 21Q: 3 clusters Score -2378114 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -2378106.750000 Penalty: 3216.513916
	Iteration 22Q: 3 clusters Score -2378107 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -2378107.250000 Penalty: 3216.513916
	Iteration 23Q: 3 clusters Score -2378107 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -2378102.000000 Penalty: 3216.513916
	Iteration 24Q: 3 clusters Score -2378102 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -2378106.000000 Penalty: 3216.513916
	Iteration 25Q: 3 clusters Score -2378106 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -2378114.250000 Penalty: 3216.513916
	Iteration 26Q: 3 clusters Score -2378114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -2378124.250000 Penalty: 3216.513916
	Iteration 27Q: 3 clusters Score -2378124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -2378121.250000 Penalty: 3216.513916
	Iteration 28Q: 3 clusters Score -2378121 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -2378124.750000 Penalty: 3216.513916
	Iteration 29Q: 3 clusters Score -2378125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -2378122.750000 Penalty: 3216.513916
	Iteration 30Q: 3 clusters Score -2378123 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -2378121.250000 Penalty: 3216.513916
	Iteration 31Q: 3 clusters Score -2378121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -2378125.250000 Penalty: 3216.513916
	Iteration 32Q: 3 clusters Score -2378125 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -2378126.000000 Penalty: 3216.513916
	Iteration 33Q: 3 clusters Score -2378126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -2378117.250000 Penalty: 3216.513916
	Iteration 34Q: 3 clusters Score -2378117 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -2378130.250000 Penalty: 3216.513916
	Iteration 35Q: 3 clusters Score -2378130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -2378133.500000 Penalty: 3216.513916
	Iteration 36Q: 3 clusters Score -2378134 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -2378129.000000 Penalty: 3216.513916
	Iteration 37Q: 3 clusters Score -2378129 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -2378130.250000 Penalty: 3216.513916
	Iteration 38Q: 3 clusters Score -2378130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -2378107.000000 Penalty: 3216.513916
	Iteration 39Q: 3 clusters Score -2378107 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -2378141.750000 Penalty: 3216.513916
	Iteration 40F: 3 clusters Score -2378142 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -2378145.500000 Penalty: 3216.513916
	Iteration 41Q: 3 clusters Score -2378146 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -2378120.000000 Penalty: 3216.513916
	Iteration 42Q: 3 clusters Score -2378120 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -2378123.500000 Penalty: 3216.513916
	Iteration 43Q: 3 clusters Score -2378124 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -2378124.500000 Penalty: 3216.513916
	Iteration 44Q: 3 clusters Score -2378124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -2378141.000000 Penalty: 3216.513916
	Iteration 45Q: 3 clusters Score -2378141 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -2378143.000000 Penalty: 3216.513916
	Iteration 46Q: 3 clusters Score -2378143 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -2378146.500000 Penalty: 3216.513916
	Iteration 47Q: 3 clusters Score -2378146 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -2378140.500000 Penalty: 3216.513916
	Iteration 48Q: 3 clusters Score -2378140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -2378136.750000 Penalty: 3216.513916
	Iteration 49Q: 3 clusters Score -2378137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -2378125.250000 Penalty: 3216.513916
	Iteration 50Q: 3 clusters Score -2378125 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -2378149.000000 Penalty: 3216.513916
	Iteration 51Q: 3 clusters Score -2378149 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -2378128.500000 Penalty: 3216.513916
	Iteration 52Q: 3 clusters Score -2378128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -2378135.500000 Penalty: 3216.513916
	Iteration 53Q: 3 clusters Score -2378136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -2378136.000000 Penalty: 3216.513916
	Iteration 54Q: 3 clusters Score -2378136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -2378141.000000 Penalty: 3216.513916
	Iteration 55Q: 3 clusters Score -2378141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -2378141.000000 Penalty: 3216.513916
	Iteration 56F: 3 clusters Score -2378141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 3488 members 
Mstep: Class 3 contains 27017 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34368 members 
Mstep: Class 6 contains 73962 members 
Mstep: Class 7 contains 10305 members 
Mstep: Class 8 contains 36697 members 
Mstep: Class 9 contains 32014 members 
Mstep: Class 10 contains 16181 members 
Mstep: Class 11 contains 8082 members 
Mstep: Class 12 contains 61509 members 
Mstep: Class 13 contains 4120 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1904 members 
Mstep: Class 16 contains 35419 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 124256 members 
Mstep: Class 20 contains 33145 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37685 members 
Mstep: Class 23 contains 9652 members 
Mstep: Class 24 contains 31386 members 
Mstep: Class 25 contains 83263 members 
Mstep: Class 26 contains 25917 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 817 members 
Mstep: Class 29 contains 2580 members 
Mstep: Class 30 contains 42543 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 53804 members 
Mstep: Class 34 contains 1335 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 65300 members 
Mstep: Class 38 contains 12802 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10658 members 
Mstep: Class 41 contains 136882 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 65354 members 
Mstep: Class 45 contains 192160 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 55372 members 
Mstep: Class 48 contains 307 members 
Mstep: Class 49 contains 86657 members 
Mstep: Class 50 contains 101581 members 
Mstep: Class 51 contains 773 members 
Mstep: Class 52 contains 38137 members 
Mstep: Class 53 contains 52469 members 
Mstep: Class 54 contains 11902 members 
Mstep: Class 55 contains 19870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194746512.000000 Penalty: 133004.953125
Iteration 359Q: 58 clusters Score -1.947465e+08 nChanged 8031
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 3492 members 
Mstep: Class 3 contains 27334 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34401 members 
Mstep: Class 6 contains 73970 members 
Mstep: Class 7 contains 10265 members 
Mstep: Class 8 contains 36698 members 
Mstep: Class 9 contains 32016 members 
Mstep: Class 10 contains 16179 members 
Mstep: Class 11 contains 8084 members 
Mstep: Class 12 contains 61608 members 
Mstep: Class 13 contains 4121 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1904 members 
Mstep: Class 16 contains 35249 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 123939 members 
Mstep: Class 20 contains 33410 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37671 members 
Mstep: Class 23 contains 9669 members 
Mstep: Class 24 contains 30698 members 
Mstep: Class 25 contains 83172 members 
Mstep: Class 26 contains 25906 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 817 members 
Mstep: Class 29 contains 2580 members 
Mstep: Class 30 contains 42464 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 53887 members 
Mstep: Class 34 contains 1338 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 65921 members 
Mstep: Class 38 contains 12807 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10659 members 
Mstep: Class 41 contains 137536 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 65066 members 
Mstep: Class 45 contains 192162 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 55308 members 
Mstep: Class 48 contains 307 members 
Mstep: Class 49 contains 85458 members 
Mstep: Class 50 contains 101740 members 
Mstep: Class 51 contains 773 members 
Mstep: Class 52 contains 38886 members 
Mstep: Class 53 contains 53028 members 
Mstep: Class 54 contains 12097 members 
Mstep: Class 55 contains 19490 members 
Mstep: Class 56 contains 34080 members 
Mstep: Class 57 contains 29043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194747312.000000 Penalty: 133004.953125
Iteration 360F: 58 clusters Score -1.947473e+08 nChanged 9300
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 3495 members 
Mstep: Class 3 contains 27566 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34331 members 
Mstep: Class 6 contains 73977 members 
Mstep: Class 7 contains 10216 members 
Mstep: Class 8 contains 36683 members 
Mstep: Class 9 contains 32016 members 
Mstep: Class 10 contains 16179 members 
Mstep: Class 11 contains 8055 members 
Mstep: Class 12 contains 61432 members 
Mstep: Class 13 contains 4120 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1904 members 
Mstep: Class 16 contains 34793 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 123935 members 
Mstep: Class 20 contains 33128 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37538 members 
Mstep: Class 23 contains 9663 members 
Mstep: Class 24 contains 30006 members 
Mstep: Class 25 contains 82742 members 
Mstep: Class 26 contains 25903 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 817 members 
Mstep: Class 29 contains 2580 members 
Mstep: Class 30 contains 42248 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 53656 members 
Mstep: Class 34 contains 1339 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 66593 members 
Mstep: Class 38 contains 12808 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10659 members 
Mstep: Class 41 contains 138532 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 64886 members 
Mstep: Class 45 contains 192159 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 55351 members 
Mstep: Class 48 contains 307 members 
Mstep: Class 49 contains 83914 members 
Mstep: Class 50 contains 101827 members 
Mstep: Class 51 contains 773 members 
Mstep: Class 52 contains 40401 members 
Mstep: Class 53 contains 53243 members 
Mstep: Class 54 contains 12266 members 
Mstep: Class 55 contains 19167 members 
Mstep: Class 56 contains 34649 members 
Mstep: Class 57 contains 29425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194745824.000000 Penalty: 133004.953125
Iteration 361Q: 58 clusters Score -1.947458e+08 nChanged 10017
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 3501 members 
Mstep: Class 3 contains 27851 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34305 members 
Mstep: Class 6 contains 73982 members 
Mstep: Class 7 contains 10177 members 
Mstep: Class 8 contains 36680 members 
Mstep: Class 9 contains 32013 members 
Mstep: Class 10 contains 16179 members 
Mstep: Class 11 contains 8030 members 
Mstep: Class 12 contains 61297 members 
Mstep: Class 13 contains 4121 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1904 members 
Mstep: Class 16 contains 34591 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 123475 members 
Mstep: Class 20 contains 32775 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37442 members 
Mstep: Class 23 contains 9656 members 
Mstep: Class 24 contains 29336 members 
Mstep: Class 25 contains 82426 members 
Mstep: Class 26 contains 25889 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 817 members 
Mstep: Class 29 contains 2580 members 
Mstep: Class 30 contains 42389 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 53330 members 
Mstep: Class 34 contains 1340 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 67273 members 
Mstep: Class 38 contains 12809 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10661 members 
Mstep: Class 41 contains 140482 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 64795 members 
Mstep: Class 45 contains 192148 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 55399 members 
Mstep: Class 48 contains 307 members 
Mstep: Class 49 contains 81973 members 
Mstep: Class 50 contains 101940 members 
Mstep: Class 51 contains 773 members 
Mstep: Class 52 contains 41972 members 
Mstep: Class 53 contains 53518 members 
Mstep: Class 54 contains 12422 members 
Mstep: Class 55 contains 18797 members 
Mstep: Class 56 contains 34936 members 
Mstep: Class 57 contains 29014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194743424.000000 Penalty: 133004.953125
Iteration 362Q: 58 clusters Score -1.947434e+08 nChanged 11741
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 3502 members 
Mstep: Class 3 contains 28034 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34278 members 
Mstep: Class 6 contains 73980 members 
Mstep: Class 7 contains 10138 members 
Mstep: Class 8 contains 36677 members 
Mstep: Class 9 contains 32016 members 
Mstep: Class 10 contains 16184 members 
Mstep: Class 11 contains 8037 members 
Mstep: Class 12 contains 61211 members 
Mstep: Class 13 contains 4122 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1905 members 
Mstep: Class 16 contains 34253 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 123282 members 
Mstep: Class 20 contains 32396 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37356 members 
Mstep: Class 23 contains 9653 members 
Mstep: Class 24 contains 28736 members 
Mstep: Class 25 contains 82263 members 
Mstep: Class 26 contains 25887 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 817 members 
Mstep: Class 29 contains 2580 members 
Mstep: Class 30 contains 42403 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 53154 members 
Mstep: Class 34 contains 1340 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 67892 members 
Mstep: Class 38 contains 12808 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10660 members 
Mstep: Class 41 contains 143668 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 64699 members 
Mstep: Class 45 contains 192134 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 55499 members 
Mstep: Class 48 contains 307 members 
Mstep: Class 49 contains 79587 members 
Mstep: Class 50 contains 102141 members 
Mstep: Class 51 contains 773 members 
Mstep: Class 52 contains 43523 members 
Mstep: Class 53 contains 53832 members 
Mstep: Class 54 contains 12573 members 
Mstep: Class 55 contains 18308 members 
Mstep: Class 56 contains 35122 members 
Mstep: Class 57 contains 27572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194741392.000000 Penalty: 133004.953125
Iteration 363Q: 58 clusters Score -1.947414e+08 nChanged 11469
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 3502 members 
Mstep: Class 3 contains 28338 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34264 members 
Mstep: Class 6 contains 73984 members 
Mstep: Class 7 contains 10107 members 
Mstep: Class 8 contains 36678 members 
Mstep: Class 9 contains 32014 members 
Mstep: Class 10 contains 16186 members 
Mstep: Class 11 contains 8027 members 
Mstep: Class 12 contains 61161 members 
Mstep: Class 13 contains 4123 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1905 members 
Mstep: Class 16 contains 33972 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 122988 members 
Mstep: Class 20 contains 32133 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37282 members 
Mstep: Class 23 contains 9645 members 
Mstep: Class 24 contains 28187 members 
Mstep: Class 25 contains 82171 members 
Mstep: Class 26 contains 25877 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 817 members 
Mstep: Class 29 contains 2580 members 
Mstep: Class 30 contains 42418 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 52922 members 
Mstep: Class 34 contains 1339 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 68481 members 
Mstep: Class 38 contains 12808 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10659 members 
Mstep: Class 41 contains 146188 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 64629 members 
Mstep: Class 45 contains 192134 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 55573 members 
Mstep: Class 48 contains 307 members 
Mstep: Class 49 contains 77408 members 
Mstep: Class 50 contains 102391 members 
Mstep: Class 51 contains 773 members 
Mstep: Class 52 contains 45344 members 
Mstep: Class 53 contains 53907 members 
Mstep: Class 54 contains 12722 members 
Mstep: Class 55 contains 17834 members 
Mstep: Class 56 contains 35233 members 
Mstep: Class 57 contains 26286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739776.000000 Penalty: 133004.953125
Iteration 364Q: 58 clusters Score -1.947398e+08 nChanged 11146
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 3505 members 
Mstep: Class 3 contains 28773 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34253 members 
Mstep: Class 6 contains 73989 members 
Mstep: Class 7 contains 10075 members 
Mstep: Class 8 contains 36664 members 
Mstep: Class 9 contains 32010 members 
Mstep: Class 10 contains 16190 members 
Mstep: Class 11 contains 8027 members 
Mstep: Class 12 contains 61097 members 
Mstep: Class 13 contains 4122 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1905 members 
Mstep: Class 16 contains 33739 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 122678 members 
Mstep: Class 20 contains 32149 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37230 members 
Mstep: Class 23 contains 9636 members 
Mstep: Class 24 contains 27661 members 
Mstep: Class 25 contains 82137 members 
Mstep: Class 26 contains 25864 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 817 members 
Mstep: Class 29 contains 2580 members 
Mstep: Class 30 contains 42440 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 52675 members 
Mstep: Class 34 contains 1340 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 69081 members 
Mstep: Class 38 contains 12808 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10661 members 
Mstep: Class 41 contains 147948 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 64576 members 
Mstep: Class 45 contains 192131 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 55513 members 
Mstep: Class 48 contains 307 members 
Mstep: Class 49 contains 75308 members 
Mstep: Class 50 contains 102548 members 
Mstep: Class 51 contains 773 members 
Mstep: Class 52 contains 47454 members 
Mstep: Class 53 contains 54137 members 
Mstep: Class 54 contains 12870 members 
Mstep: Class 55 contains 17463 members 
Mstep: Class 56 contains 35256 members 
Mstep: Class 57 contains 24896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738608.000000 Penalty: 133004.953125
Iteration 365Q: 58 clusters Score -1.947386e+08 nChanged 11689
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 3508 members 
Mstep: Class 3 contains 29114 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34252 members 
Mstep: Class 6 contains 73989 members 
Mstep: Class 7 contains 10037 members 
Mstep: Class 8 contains 36657 members 
Mstep: Class 9 contains 32005 members 
Mstep: Class 10 contains 16193 members 
Mstep: Class 11 contains 8027 members 
Mstep: Class 12 contains 61068 members 
Mstep: Class 13 contains 4123 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1904 members 
Mstep: Class 16 contains 33449 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 122484 members 
Mstep: Class 20 contains 32422 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37194 members 
Mstep: Class 23 contains 9632 members 
Mstep: Class 24 contains 27130 members 
Mstep: Class 25 contains 82147 members 
Mstep: Class 26 contains 25851 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 817 members 
Mstep: Class 29 contains 2579 members 
Mstep: Class 30 contains 42288 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 52382 members 
Mstep: Class 34 contains 1340 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 69629 members 
Mstep: Class 38 contains 12810 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10664 members 
Mstep: Class 41 contains 148705 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 64510 members 
Mstep: Class 45 contains 192122 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 55535 members 
Mstep: Class 48 contains 307 members 
Mstep: Class 49 contains 73329 members 
Mstep: Class 50 contains 102671 members 
Mstep: Class 51 contains 773 members 
Mstep: Class 52 contains 50206 members 
Mstep: Class 53 contains 54289 members 
Mstep: Class 54 contains 13025 members 
Mstep: Class 55 contains 17049 members 
Mstep: Class 56 contains 35326 members 
Mstep: Class 57 contains 23734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738432.000000 Penalty: 133004.953125
Iteration 366Q: 58 clusters Score -1.947384e+08 nChanged 12293
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 29419 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34239 members 
Mstep: Class 6 contains 73998 members 
Mstep: Class 7 contains 10007 members 
Mstep: Class 8 contains 36658 members 
Mstep: Class 9 contains 32002 members 
Mstep: Class 10 contains 16197 members 
Mstep: Class 11 contains 8036 members 
Mstep: Class 12 contains 61035 members 
Mstep: Class 13 contains 4124 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1905 members 
Mstep: Class 16 contains 33201 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 122234 members 
Mstep: Class 20 contains 32855 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37153 members 
Mstep: Class 23 contains 9620 members 
Mstep: Class 24 contains 26617 members 
Mstep: Class 25 contains 82154 members 
Mstep: Class 26 contains 25849 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 817 members 
Mstep: Class 29 contains 2578 members 
Mstep: Class 30 contains 42157 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 52170 members 
Mstep: Class 34 contains 1339 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 70159 members 
Mstep: Class 38 contains 12811 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10661 members 
Mstep: Class 41 contains 149073 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 64443 members 
Mstep: Class 45 contains 192112 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 55474 members 
Mstep: Class 48 contains 307 members 
Mstep: Class 49 contains 71498 members 
Mstep: Class 50 contains 102722 members 
Mstep: Class 51 contains 773 members 
Mstep: Class 52 contains 53150 members 
Mstep: Class 53 contains 54441 members 
Mstep: Class 54 contains 13181 members 
Mstep: Class 55 contains 16538 members 
Mstep: Class 56 contains 35391 members 
Mstep: Class 57 contains 22671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194737728.000000 Penalty: 133004.953125
Iteration 367Q: 58 clusters Score -1.947377e+08 nChanged 13840
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 3510 members 
Mstep: Class 3 contains 29679 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34244 members 
Mstep: Class 6 contains 74007 members 
Mstep: Class 7 contains 9986 members 
Mstep: Class 8 contains 36646 members 
Mstep: Class 9 contains 32000 members 
Mstep: Class 10 contains 16195 members 
Mstep: Class 11 contains 8047 members 
Mstep: Class 12 contains 60979 members 
Mstep: Class 13 contains 4123 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1906 members 
Mstep: Class 16 contains 32803 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 121852 members 
Mstep: Class 20 contains 33695 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37126 members 
Mstep: Class 23 contains 9618 members 
Mstep: Class 24 contains 26086 members 
Mstep: Class 25 contains 82136 members 
Mstep: Class 26 contains 25842 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 817 members 
Mstep: Class 29 contains 2578 members 
Mstep: Class 30 contains 42250 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 51993 members 
Mstep: Class 34 contains 1338 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 70707 members 
Mstep: Class 38 contains 12811 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10659 members 
Mstep: Class 41 contains 148754 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 64357 members 
Mstep: Class 45 contains 192101 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 55438 members 
Mstep: Class 48 contains 307 members 
Mstep: Class 49 contains 69838 members 
Mstep: Class 50 contains 102739 members 
Mstep: Class 51 contains 773 members 
Mstep: Class 52 contains 56380 members 
Mstep: Class 53 contains 54497 members 
Mstep: Class 54 contains 13327 members 
Mstep: Class 55 contains 15988 members 
Mstep: Class 56 contains 35485 members 
Mstep: Class 57 contains 21673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738416.000000 Penalty: 133004.953125
Iteration 368Q: 58 clusters Score -1.947384e+08 nChanged 15136
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 3510 members 
Mstep: Class 3 contains 29919 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34244 members 
Mstep: Class 6 contains 74020 members 
Mstep: Class 7 contains 9968 members 
Mstep: Class 8 contains 36641 members 
Mstep: Class 9 contains 31996 members 
Mstep: Class 10 contains 16196 members 
Mstep: Class 11 contains 8051 members 
Mstep: Class 12 contains 60910 members 
Mstep: Class 13 contains 4123 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1906 members 
Mstep: Class 16 contains 32357 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 121616 members 
Mstep: Class 20 contains 34715 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37114 members 
Mstep: Class 23 contains 9614 members 
Mstep: Class 24 contains 25569 members 
Mstep: Class 25 contains 82106 members 
Mstep: Class 26 contains 25828 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 817 members 
Mstep: Class 29 contains 2578 members 
Mstep: Class 30 contains 42279 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 51797 members 
Mstep: Class 34 contains 1336 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 71219 members 
Mstep: Class 38 contains 12811 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10659 members 
Mstep: Class 41 contains 146552 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 64285 members 
Mstep: Class 45 contains 192091 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 55390 members 
Mstep: Class 48 contains 307 members 
Mstep: Class 49 contains 68301 members 
Mstep: Class 50 contains 102700 members 
Mstep: Class 51 contains 773 members 
Mstep: Class 52 contains 61118 members 
Mstep: Class 53 contains 54668 members 
Mstep: Class 54 contains 13470 members 
Mstep: Class 55 contains 15531 members 
Mstep: Class 56 contains 35568 members 
Mstep: Class 57 contains 20644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740064.000000 Penalty: 133004.953125
Iteration 369Q: 58 clusters Score -1.947401e+08 nChanged 15411
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 3510 members 
Mstep: Class 3 contains 30256 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34232 members 
Mstep: Class 6 contains 74030 members 
Mstep: Class 7 contains 9948 members 
Mstep: Class 8 contains 36634 members 
Mstep: Class 9 contains 31993 members 
Mstep: Class 10 contains 16200 members 
Mstep: Class 11 contains 8048 members 
Mstep: Class 12 contains 60841 members 
Mstep: Class 13 contains 4120 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1906 members 
Mstep: Class 16 contains 31694 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 121517 members 
Mstep: Class 20 contains 35712 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37113 members 
Mstep: Class 23 contains 9612 members 
Mstep: Class 24 contains 25100 members 
Mstep: Class 25 contains 82096 members 
Mstep: Class 26 contains 25828 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 817 members 
Mstep: Class 29 contains 2578 members 
Mstep: Class 30 contains 42588 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 51580 members 
Mstep: Class 34 contains 1335 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 71689 members 
Mstep: Class 38 contains 12810 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10654 members 
Mstep: Class 41 contains 144705 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 64221 members 
Mstep: Class 45 contains 192084 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 55297 members 
Mstep: Class 48 contains 307 members 
Mstep: Class 49 contains 66763 members 
Mstep: Class 50 contains 102673 members 
Mstep: Class 51 contains 773 members 
Mstep: Class 52 contains 65388 members 
Mstep: Class 53 contains 54885 members 
Mstep: Class 54 contains 13604 members 
Mstep: Class 55 contains 14929 members 
Mstep: Class 56 contains 35639 members 
Mstep: Class 57 contains 19580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739168.000000 Penalty: 133004.953125
Iteration 370Q: 58 clusters Score -1.947392e+08 nChanged 12189
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 3510 members 
Mstep: Class 3 contains 30573 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34213 members 
Mstep: Class 6 contains 74044 members 
Mstep: Class 7 contains 9916 members 
Mstep: Class 8 contains 36629 members 
Mstep: Class 9 contains 31989 members 
Mstep: Class 10 contains 16204 members 
Mstep: Class 11 contains 8050 members 
Mstep: Class 12 contains 60761 members 
Mstep: Class 13 contains 4120 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1906 members 
Mstep: Class 16 contains 31193 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 121424 members 
Mstep: Class 20 contains 36959 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37108 members 
Mstep: Class 23 contains 9615 members 
Mstep: Class 24 contains 24632 members 
Mstep: Class 25 contains 81993 members 
Mstep: Class 26 contains 25824 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 817 members 
Mstep: Class 29 contains 2578 members 
Mstep: Class 30 contains 42742 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 51372 members 
Mstep: Class 34 contains 1336 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 72176 members 
Mstep: Class 38 contains 12810 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10656 members 
Mstep: Class 41 contains 145783 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 64173 members 
Mstep: Class 45 contains 192077 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 55193 members 
Mstep: Class 48 contains 306 members 
Mstep: Class 49 contains 65422 members 
Mstep: Class 50 contains 102607 members 
Mstep: Class 51 contains 774 members 
Mstep: Class 52 contains 66293 members 
Mstep: Class 53 contains 55170 members 
Mstep: Class 54 contains 13724 members 
Mstep: Class 55 contains 14280 members 
Mstep: Class 56 contains 35691 members 
Mstep: Class 57 contains 18631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194736928.000000 Penalty: 133004.953125
Iteration 371Q: 58 clusters Score -1.947369e+08 nChanged 10453
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 3510 members 
Mstep: Class 3 contains 30909 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34200 members 
Mstep: Class 6 contains 74051 members 
Mstep: Class 7 contains 9890 members 
Mstep: Class 8 contains 36637 members 
Mstep: Class 9 contains 31985 members 
Mstep: Class 10 contains 16211 members 
Mstep: Class 11 contains 8051 members 
Mstep: Class 12 contains 60732 members 
Mstep: Class 13 contains 4121 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1906 members 
Mstep: Class 16 contains 30792 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 121218 members 
Mstep: Class 20 contains 38498 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37106 members 
Mstep: Class 23 contains 9609 members 
Mstep: Class 24 contains 24184 members 
Mstep: Class 25 contains 81952 members 
Mstep: Class 26 contains 25814 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2578 members 
Mstep: Class 30 contains 42799 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 51148 members 
Mstep: Class 34 contains 1336 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 72648 members 
Mstep: Class 38 contains 12810 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10658 members 
Mstep: Class 41 contains 148556 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 64117 members 
Mstep: Class 45 contains 192066 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 55136 members 
Mstep: Class 48 contains 306 members 
Mstep: Class 49 contains 63580 members 
Mstep: Class 50 contains 102577 members 
Mstep: Class 51 contains 774 members 
Mstep: Class 52 contains 65472 members 
Mstep: Class 53 contains 55581 members 
Mstep: Class 54 contains 13849 members 
Mstep: Class 55 contains 13577 members 
Mstep: Class 56 contains 35727 members 
Mstep: Class 57 contains 17777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194734304.000000 Penalty: 133004.953125
Iteration 372Q: 58 clusters Score -1.947343e+08 nChanged 9749
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 3510 members 
Mstep: Class 3 contains 31082 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34201 members 
Mstep: Class 6 contains 74050 members 
Mstep: Class 7 contains 9859 members 
Mstep: Class 8 contains 36633 members 
Mstep: Class 9 contains 31982 members 
Mstep: Class 10 contains 16214 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 60718 members 
Mstep: Class 13 contains 4121 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1906 members 
Mstep: Class 16 contains 30176 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 121087 members 
Mstep: Class 20 contains 39842 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37115 members 
Mstep: Class 23 contains 9605 members 
Mstep: Class 24 contains 23748 members 
Mstep: Class 25 contains 82003 members 
Mstep: Class 26 contains 25806 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2578 members 
Mstep: Class 30 contains 42996 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 51003 members 
Mstep: Class 34 contains 1339 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 73098 members 
Mstep: Class 38 contains 12810 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10658 members 
Mstep: Class 41 contains 151121 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 64054 members 
Mstep: Class 45 contains 192066 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 55210 members 
Mstep: Class 48 contains 306 members 
Mstep: Class 49 contains 61825 members 
Mstep: Class 50 contains 102462 members 
Mstep: Class 51 contains 774 members 
Mstep: Class 52 contains 64616 members 
Mstep: Class 53 contains 55889 members 
Mstep: Class 54 contains 13995 members 
Mstep: Class 55 contains 12991 members 
Mstep: Class 56 contains 35739 members 
Mstep: Class 57 contains 17192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194732128.000000 Penalty: 133004.953125
Iteration 373Q: 58 clusters Score -1.947321e+08 nChanged 9649
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 3510 members 
Mstep: Class 3 contains 31310 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34212 members 
Mstep: Class 6 contains 74050 members 
Mstep: Class 7 contains 9828 members 
Mstep: Class 8 contains 36626 members 
Mstep: Class 9 contains 31982 members 
Mstep: Class 10 contains 16217 members 
Mstep: Class 11 contains 8050 members 
Mstep: Class 12 contains 60709 members 
Mstep: Class 13 contains 4120 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1906 members 
Mstep: Class 16 contains 29676 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 121126 members 
Mstep: Class 20 contains 41660 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37140 members 
Mstep: Class 23 contains 9602 members 
Mstep: Class 24 contains 23343 members 
Mstep: Class 25 contains 82048 members 
Mstep: Class 26 contains 25797 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2578 members 
Mstep: Class 30 contains 42872 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 50866 members 
Mstep: Class 34 contains 1338 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 73539 members 
Mstep: Class 38 contains 12809 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10657 members 
Mstep: Class 41 contains 153438 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 64025 members 
Mstep: Class 45 contains 192064 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 55148 members 
Mstep: Class 48 contains 306 members 
Mstep: Class 49 contains 60500 members 
Mstep: Class 50 contains 102351 members 
Mstep: Class 51 contains 774 members 
Mstep: Class 52 contains 63332 members 
Mstep: Class 53 contains 55976 members 
Mstep: Class 54 contains 14140 members 
Mstep: Class 55 contains 12501 members 
Mstep: Class 56 contains 35710 members 
Mstep: Class 57 contains 16585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194730448.000000 Penalty: 133004.953125
Iteration 374Q: 58 clusters Score -1.947304e+08 nChanged 9046
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 31708 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34229 members 
Mstep: Class 6 contains 74056 members 
Mstep: Class 7 contains 9799 members 
Mstep: Class 8 contains 36627 members 
Mstep: Class 9 contains 31971 members 
Mstep: Class 10 contains 16220 members 
Mstep: Class 11 contains 8043 members 
Mstep: Class 12 contains 60686 members 
Mstep: Class 13 contains 4120 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1906 members 
Mstep: Class 16 contains 29295 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 120832 members 
Mstep: Class 20 contains 43179 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37174 members 
Mstep: Class 23 contains 9594 members 
Mstep: Class 24 contains 22981 members 
Mstep: Class 25 contains 82106 members 
Mstep: Class 26 contains 25793 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2578 members 
Mstep: Class 30 contains 43250 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 50584 members 
Mstep: Class 34 contains 1339 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 73927 members 
Mstep: Class 38 contains 12809 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10657 members 
Mstep: Class 41 contains 155447 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 63998 members 
Mstep: Class 45 contains 192061 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 54961 members 
Mstep: Class 48 contains 306 members 
Mstep: Class 49 contains 59427 members 
Mstep: Class 50 contains 102313 members 
Mstep: Class 51 contains 774 members 
Mstep: Class 52 contains 62074 members 
Mstep: Class 53 contains 56092 members 
Mstep: Class 54 contains 14283 members 
Mstep: Class 55 contains 11944 members 
Mstep: Class 56 contains 35745 members 
Mstep: Class 57 contains 15999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728768.000000 Penalty: 133004.953125
Iteration 375Q: 58 clusters Score -1.947288e+08 nChanged 8456
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 32136 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34264 members 
Mstep: Class 6 contains 74069 members 
Mstep: Class 7 contains 9761 members 
Mstep: Class 8 contains 36620 members 
Mstep: Class 9 contains 31963 members 
Mstep: Class 10 contains 16221 members 
Mstep: Class 11 contains 8039 members 
Mstep: Class 12 contains 60681 members 
Mstep: Class 13 contains 4120 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1906 members 
Mstep: Class 16 contains 28928 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 120821 members 
Mstep: Class 20 contains 44689 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37204 members 
Mstep: Class 23 contains 9581 members 
Mstep: Class 24 contains 22620 members 
Mstep: Class 25 contains 82150 members 
Mstep: Class 26 contains 25791 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2578 members 
Mstep: Class 30 contains 43569 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 50267 members 
Mstep: Class 34 contains 1341 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 74307 members 
Mstep: Class 38 contains 12809 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10659 members 
Mstep: Class 41 contains 157268 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 63951 members 
Mstep: Class 45 contains 192059 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 54726 members 
Mstep: Class 48 contains 306 members 
Mstep: Class 49 contains 58415 members 
Mstep: Class 50 contains 102271 members 
Mstep: Class 51 contains 774 members 
Mstep: Class 52 contains 60599 members 
Mstep: Class 53 contains 56075 members 
Mstep: Class 54 contains 14432 members 
Mstep: Class 55 contains 11467 members 
Mstep: Class 56 contains 35805 members 
Mstep: Class 57 contains 15637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194727696.000000 Penalty: 133004.953125
Iteration 376Q: 58 clusters Score -1.947277e+08 nChanged 8598
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 32461 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34288 members 
Mstep: Class 6 contains 74075 members 
Mstep: Class 7 contains 9731 members 
Mstep: Class 8 contains 36616 members 
Mstep: Class 9 contains 31961 members 
Mstep: Class 10 contains 16221 members 
Mstep: Class 11 contains 8050 members 
Mstep: Class 12 contains 60668 members 
Mstep: Class 13 contains 4119 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1905 members 
Mstep: Class 16 contains 28428 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 120758 members 
Mstep: Class 20 contains 46297 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37233 members 
Mstep: Class 23 contains 9580 members 
Mstep: Class 24 contains 22250 members 
Mstep: Class 25 contains 82194 members 
Mstep: Class 26 contains 25790 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2578 members 
Mstep: Class 30 contains 44199 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 49972 members 
Mstep: Class 34 contains 1343 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 74681 members 
Mstep: Class 38 contains 12809 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10661 members 
Mstep: Class 41 contains 158767 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 63919 members 
Mstep: Class 45 contains 192058 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 54639 members 
Mstep: Class 48 contains 306 members 
Mstep: Class 49 contains 57702 members 
Mstep: Class 50 contains 102310 members 
Mstep: Class 51 contains 774 members 
Mstep: Class 52 contains 58834 members 
Mstep: Class 53 contains 55862 members 
Mstep: Class 54 contains 14590 members 
Mstep: Class 55 contains 11063 members 
Mstep: Class 56 contains 35866 members 
Mstep: Class 57 contains 15312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194726016.000000 Penalty: 133004.953125
Iteration 377Q: 58 clusters Score -1.94726e+08 nChanged 8882
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 32854 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34300 members 
Mstep: Class 6 contains 74078 members 
Mstep: Class 7 contains 9698 members 
Mstep: Class 8 contains 36603 members 
Mstep: Class 9 contains 31959 members 
Mstep: Class 10 contains 16219 members 
Mstep: Class 11 contains 8059 members 
Mstep: Class 12 contains 60648 members 
Mstep: Class 13 contains 4120 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1904 members 
Mstep: Class 16 contains 28076 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 120743 members 
Mstep: Class 20 contains 47935 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37259 members 
Mstep: Class 23 contains 9579 members 
Mstep: Class 24 contains 21891 members 
Mstep: Class 25 contains 82226 members 
Mstep: Class 26 contains 25788 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2578 members 
Mstep: Class 30 contains 45030 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 49604 members 
Mstep: Class 34 contains 1343 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 75070 members 
Mstep: Class 38 contains 12809 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10662 members 
Mstep: Class 41 contains 160084 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 63891 members 
Mstep: Class 45 contains 192064 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 54512 members 
Mstep: Class 48 contains 306 members 
Mstep: Class 49 contains 57180 members 
Mstep: Class 50 contains 102342 members 
Mstep: Class 51 contains 774 members 
Mstep: Class 52 contains 56680 members 
Mstep: Class 53 contains 55566 members 
Mstep: Class 54 contains 14753 members 
Mstep: Class 55 contains 10745 members 
Mstep: Class 56 contains 35920 members 
Mstep: Class 57 contains 15006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194724784.000000 Penalty: 133004.953125
Iteration 378Q: 58 clusters Score -1.947248e+08 nChanged 9182
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 33248 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34311 members 
Mstep: Class 6 contains 74077 members 
Mstep: Class 7 contains 9657 members 
Mstep: Class 8 contains 36599 members 
Mstep: Class 9 contains 31957 members 
Mstep: Class 10 contains 16218 members 
Mstep: Class 11 contains 8068 members 
Mstep: Class 12 contains 60658 members 
Mstep: Class 13 contains 4121 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1903 members 
Mstep: Class 16 contains 27567 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 120777 members 
Mstep: Class 20 contains 49146 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37295 members 
Mstep: Class 23 contains 9569 members 
Mstep: Class 24 contains 21475 members 
Mstep: Class 25 contains 82284 members 
Mstep: Class 26 contains 25786 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2578 members 
Mstep: Class 30 contains 46104 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 49250 members 
Mstep: Class 34 contains 1344 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 75520 members 
Mstep: Class 38 contains 12809 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10661 members 
Mstep: Class 41 contains 161422 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 63870 members 
Mstep: Class 45 contains 192065 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 54508 members 
Mstep: Class 48 contains 306 members 
Mstep: Class 49 contains 56570 members 
Mstep: Class 50 contains 102396 members 
Mstep: Class 51 contains 774 members 
Mstep: Class 52 contains 54683 members 
Mstep: Class 53 contains 55248 members 
Mstep: Class 54 contains 14905 members 
Mstep: Class 55 contains 10305 members 
Mstep: Class 56 contains 35929 members 
Mstep: Class 57 contains 14883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194724640.000000 Penalty: 133004.953125
Iteration 379Q: 58 clusters Score -1.947246e+08 nChanged 9431
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 33545 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34308 members 
Mstep: Class 6 contains 74080 members 
Mstep: Class 7 contains 9615 members 
Mstep: Class 8 contains 36592 members 
Mstep: Class 9 contains 31953 members 
Mstep: Class 10 contains 16214 members 
Mstep: Class 11 contains 8081 members 
Mstep: Class 12 contains 60691 members 
Mstep: Class 13 contains 4124 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1903 members 
Mstep: Class 16 contains 26907 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 120936 members 
Mstep: Class 20 contains 50018 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37341 members 
Mstep: Class 23 contains 9568 members 
Mstep: Class 24 contains 21076 members 
Mstep: Class 25 contains 82314 members 
Mstep: Class 26 contains 25783 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2578 members 
Mstep: Class 30 contains 47263 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 48971 members 
Mstep: Class 34 contains 1344 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 75883 members 
Mstep: Class 38 contains 12809 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10659 members 
Mstep: Class 41 contains 162786 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 63894 members 
Mstep: Class 45 contains 192061 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 54724 members 
Mstep: Class 48 contains 306 members 
Mstep: Class 49 contains 56126 members 
Mstep: Class 50 contains 102490 members 
Mstep: Class 51 contains 774 members 
Mstep: Class 52 contains 52779 members 
Mstep: Class 53 contains 54987 members 
Mstep: Class 54 contains 15038 members 
Mstep: Class 55 contains 9869 members 
Mstep: Class 56 contains 35909 members 
Mstep: Class 57 contains 14530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194725200.000000 Penalty: 133004.953125
Iteration 380F: 58 clusters Score -1.947252e+08 nChanged 13835
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 33902 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34326 members 
Mstep: Class 6 contains 74077 members 
Mstep: Class 7 contains 9575 members 
Mstep: Class 8 contains 36582 members 
Mstep: Class 9 contains 31951 members 
Mstep: Class 10 contains 16212 members 
Mstep: Class 11 contains 8099 members 
Mstep: Class 12 contains 60661 members 
Mstep: Class 13 contains 4125 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1903 members 
Mstep: Class 16 contains 26197 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 121150 members 
Mstep: Class 20 contains 50445 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37403 members 
Mstep: Class 23 contains 9568 members 
Mstep: Class 24 contains 20704 members 
Mstep: Class 25 contains 82371 members 
Mstep: Class 26 contains 25777 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2578 members 
Mstep: Class 30 contains 48553 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 48715 members 
Mstep: Class 34 contains 1343 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 76227 members 
Mstep: Class 38 contains 12809 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10657 members 
Mstep: Class 41 contains 159497 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 63927 members 
Mstep: Class 45 contains 192061 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 54889 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 55570 members 
Mstep: Class 50 contains 102583 members 
Mstep: Class 51 contains 774 members 
Mstep: Class 52 contains 55875 members 
Mstep: Class 53 contains 54571 members 
Mstep: Class 54 contains 15179 members 
Mstep: Class 55 contains 9536 members 
Mstep: Class 56 contains 35849 members 
Mstep: Class 57 contains 14272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194729424.000000 Penalty: 133004.953125
Iteration 381Q: 58 clusters Score -1.947294e+08 nChanged 14745
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 34260 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34309 members 
Mstep: Class 6 contains 74077 members 
Mstep: Class 7 contains 9536 members 
Mstep: Class 8 contains 36580 members 
Mstep: Class 9 contains 31949 members 
Mstep: Class 10 contains 16212 members 
Mstep: Class 11 contains 8094 members 
Mstep: Class 12 contains 60644 members 
Mstep: Class 13 contains 4123 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1903 members 
Mstep: Class 16 contains 25841 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 121454 members 
Mstep: Class 20 contains 51231 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37449 members 
Mstep: Class 23 contains 9569 members 
Mstep: Class 24 contains 20359 members 
Mstep: Class 25 contains 82384 members 
Mstep: Class 26 contains 25774 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2578 members 
Mstep: Class 30 contains 49666 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 48493 members 
Mstep: Class 34 contains 1342 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 76553 members 
Mstep: Class 38 contains 12809 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10657 members 
Mstep: Class 41 contains 155218 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 63948 members 
Mstep: Class 45 contains 192050 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 54923 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 55253 members 
Mstep: Class 50 contains 102608 members 
Mstep: Class 51 contains 774 members 
Mstep: Class 52 contains 59239 members 
Mstep: Class 53 contains 54322 members 
Mstep: Class 54 contains 15314 members 
Mstep: Class 55 contains 9323 members 
Mstep: Class 56 contains 35789 members 
Mstep: Class 57 contains 13874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194732432.000000 Penalty: 133004.953125
Iteration 382Q: 58 clusters Score -1.947324e+08 nChanged 15411
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 34711 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34300 members 
Mstep: Class 6 contains 74069 members 
Mstep: Class 7 contains 9482 members 
Mstep: Class 8 contains 36577 members 
Mstep: Class 9 contains 31944 members 
Mstep: Class 10 contains 16215 members 
Mstep: Class 11 contains 8090 members 
Mstep: Class 12 contains 60603 members 
Mstep: Class 13 contains 4123 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1903 members 
Mstep: Class 16 contains 25453 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 121740 members 
Mstep: Class 20 contains 52668 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37505 members 
Mstep: Class 23 contains 9561 members 
Mstep: Class 24 contains 20030 members 
Mstep: Class 25 contains 82357 members 
Mstep: Class 26 contains 25764 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2578 members 
Mstep: Class 30 contains 50577 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 48247 members 
Mstep: Class 34 contains 1341 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 76926 members 
Mstep: Class 38 contains 12814 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10657 members 
Mstep: Class 41 contains 150392 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 63966 members 
Mstep: Class 45 contains 192046 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 54885 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 54655 members 
Mstep: Class 50 contains 102621 members 
Mstep: Class 51 contains 773 members 
Mstep: Class 52 contains 62850 members 
Mstep: Class 53 contains 54023 members 
Mstep: Class 54 contains 15446 members 
Mstep: Class 55 contains 9077 members 
Mstep: Class 56 contains 35750 members 
Mstep: Class 57 contains 13768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194735968.000000 Penalty: 133004.953125
Iteration 383Q: 58 clusters Score -1.94736e+08 nChanged 16601
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 35105 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34298 members 
Mstep: Class 6 contains 74065 members 
Mstep: Class 7 contains 9435 members 
Mstep: Class 8 contains 36584 members 
Mstep: Class 9 contains 31943 members 
Mstep: Class 10 contains 16212 members 
Mstep: Class 11 contains 8085 members 
Mstep: Class 12 contains 60533 members 
Mstep: Class 13 contains 4123 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1903 members 
Mstep: Class 16 contains 25211 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 121752 members 
Mstep: Class 20 contains 54468 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37544 members 
Mstep: Class 23 contains 9568 members 
Mstep: Class 24 contains 19732 members 
Mstep: Class 25 contains 82248 members 
Mstep: Class 26 contains 25762 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2578 members 
Mstep: Class 30 contains 51688 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 48000 members 
Mstep: Class 34 contains 1342 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 77249 members 
Mstep: Class 38 contains 12812 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10658 members 
Mstep: Class 41 contains 144840 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 63932 members 
Mstep: Class 45 contains 192042 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 54829 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 53922 members 
Mstep: Class 50 contains 102638 members 
Mstep: Class 51 contains 773 members 
Mstep: Class 52 contains 67010 members 
Mstep: Class 53 contains 53885 members 
Mstep: Class 54 contains 15588 members 
Mstep: Class 55 contains 8805 members 
Mstep: Class 56 contains 35766 members 
Mstep: Class 57 contains 13556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740128.000000 Penalty: 133004.953125
Iteration 384Q: 58 clusters Score -1.947401e+08 nChanged 18695
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 35477 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34294 members 
Mstep: Class 6 contains 74057 members 
Mstep: Class 7 contains 9376 members 
Mstep: Class 8 contains 36580 members 
Mstep: Class 9 contains 31942 members 
Mstep: Class 10 contains 16211 members 
Mstep: Class 11 contains 8076 members 
Mstep: Class 12 contains 60433 members 
Mstep: Class 13 contains 4124 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1903 members 
Mstep: Class 16 contains 24585 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 122088 members 
Mstep: Class 20 contains 56914 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37554 members 
Mstep: Class 23 contains 9576 members 
Mstep: Class 24 contains 19447 members 
Mstep: Class 25 contains 82068 members 
Mstep: Class 26 contains 25757 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2578 members 
Mstep: Class 30 contains 52999 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 47815 members 
Mstep: Class 34 contains 1342 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 77581 members 
Mstep: Class 38 contains 12811 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10659 members 
Mstep: Class 41 contains 138781 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 63957 members 
Mstep: Class 45 contains 192035 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 54998 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 53185 members 
Mstep: Class 50 contains 102722 members 
Mstep: Class 51 contains 773 members 
Mstep: Class 52 contains 70741 members 
Mstep: Class 53 contains 53908 members 
Mstep: Class 54 contains 15715 members 
Mstep: Class 55 contains 8522 members 
Mstep: Class 56 contains 35694 members 
Mstep: Class 57 contains 13238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194744864.000000 Penalty: 133004.953125
Iteration 385Q: 58 clusters Score -1.947449e+08 nChanged 19031
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 35991 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34303 members 
Mstep: Class 6 contains 74057 members 
Mstep: Class 7 contains 9311 members 
Mstep: Class 8 contains 36571 members 
Mstep: Class 9 contains 31940 members 
Mstep: Class 10 contains 16208 members 
Mstep: Class 11 contains 8055 members 
Mstep: Class 12 contains 60319 members 
Mstep: Class 13 contains 4122 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1903 members 
Mstep: Class 16 contains 24211 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 122350 members 
Mstep: Class 20 contains 59429 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37532 members 
Mstep: Class 23 contains 9580 members 
Mstep: Class 24 contains 19155 members 
Mstep: Class 25 contains 81854 members 
Mstep: Class 26 contains 25753 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2577 members 
Mstep: Class 30 contains 54783 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 47529 members 
Mstep: Class 34 contains 1342 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 77916 members 
Mstep: Class 38 contains 12812 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10660 members 
Mstep: Class 41 contains 133775 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 63970 members 
Mstep: Class 45 contains 192020 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 55053 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 52372 members 
Mstep: Class 50 contains 102823 members 
Mstep: Class 51 contains 773 members 
Mstep: Class 52 contains 72840 members 
Mstep: Class 53 contains 53843 members 
Mstep: Class 54 contains 15851 members 
Mstep: Class 55 contains 8320 members 
Mstep: Class 56 contains 35671 members 
Mstep: Class 57 contains 12976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194747088.000000 Penalty: 133004.953125
Iteration 386Q: 58 clusters Score -1.947471e+08 nChanged 15612
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 36442 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34318 members 
Mstep: Class 6 contains 74053 members 
Mstep: Class 7 contains 9247 members 
Mstep: Class 8 contains 36571 members 
Mstep: Class 9 contains 31938 members 
Mstep: Class 10 contains 16208 members 
Mstep: Class 11 contains 8024 members 
Mstep: Class 12 contains 60197 members 
Mstep: Class 13 contains 4120 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1903 members 
Mstep: Class 16 contains 23951 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 123202 members 
Mstep: Class 20 contains 61762 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37491 members 
Mstep: Class 23 contains 9588 members 
Mstep: Class 24 contains 18869 members 
Mstep: Class 25 contains 81623 members 
Mstep: Class 26 contains 25751 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2577 members 
Mstep: Class 30 contains 56288 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 47322 members 
Mstep: Class 34 contains 1343 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 78261 members 
Mstep: Class 38 contains 12812 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10659 members 
Mstep: Class 41 contains 132601 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 63998 members 
Mstep: Class 45 contains 192017 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 55079 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 51951 members 
Mstep: Class 50 contains 103067 members 
Mstep: Class 51 contains 773 members 
Mstep: Class 52 contains 70498 members 
Mstep: Class 53 contains 53905 members 
Mstep: Class 54 contains 15990 members 
Mstep: Class 55 contains 7934 members 
Mstep: Class 56 contains 35596 members 
Mstep: Class 57 contains 12642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194746880.000000 Penalty: 133004.953125
Iteration 387Q: 58 clusters Score -1.947469e+08 nChanged 14483
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 36920 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34274 members 
Mstep: Class 6 contains 74060 members 
Mstep: Class 7 contains 9181 members 
Mstep: Class 8 contains 36563 members 
Mstep: Class 9 contains 31936 members 
Mstep: Class 10 contains 16210 members 
Mstep: Class 11 contains 8003 members 
Mstep: Class 12 contains 60068 members 
Mstep: Class 13 contains 4122 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1903 members 
Mstep: Class 16 contains 23678 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 124285 members 
Mstep: Class 20 contains 63414 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37472 members 
Mstep: Class 23 contains 9599 members 
Mstep: Class 24 contains 18617 members 
Mstep: Class 25 contains 81484 members 
Mstep: Class 26 contains 25745 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2577 members 
Mstep: Class 30 contains 58259 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 47151 members 
Mstep: Class 34 contains 1343 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 78610 members 
Mstep: Class 38 contains 12812 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10658 members 
Mstep: Class 41 contains 133600 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 64011 members 
Mstep: Class 45 contains 192010 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 55050 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 50978 members 
Mstep: Class 50 contains 103273 members 
Mstep: Class 51 contains 773 members 
Mstep: Class 52 contains 66191 members 
Mstep: Class 53 contains 53730 members 
Mstep: Class 54 contains 16128 members 
Mstep: Class 55 contains 7696 members 
Mstep: Class 56 contains 35551 members 
Mstep: Class 57 contains 12654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194746736.000000 Penalty: 133004.953125
Iteration 388Q: 58 clusters Score -1.947467e+08 nChanged 15044
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 37408 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34263 members 
Mstep: Class 6 contains 74071 members 
Mstep: Class 7 contains 9126 members 
Mstep: Class 8 contains 36561 members 
Mstep: Class 9 contains 31935 members 
Mstep: Class 10 contains 16213 members 
Mstep: Class 11 contains 7998 members 
Mstep: Class 12 contains 59988 members 
Mstep: Class 13 contains 4123 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1903 members 
Mstep: Class 16 contains 23454 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 125717 members 
Mstep: Class 20 contains 64929 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37462 members 
Mstep: Class 23 contains 9601 members 
Mstep: Class 24 contains 18361 members 
Mstep: Class 25 contains 81410 members 
Mstep: Class 26 contains 25738 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2577 members 
Mstep: Class 30 contains 60211 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 47038 members 
Mstep: Class 34 contains 1343 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 78967 members 
Mstep: Class 38 contains 12812 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10657 members 
Mstep: Class 41 contains 134731 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 64089 members 
Mstep: Class 45 contains 192003 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 54999 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 50225 members 
Mstep: Class 50 contains 103454 members 
Mstep: Class 51 contains 773 members 
Mstep: Class 52 contains 61369 members 
Mstep: Class 53 contains 53765 members 
Mstep: Class 54 contains 16267 members 
Mstep: Class 55 contains 7434 members 
Mstep: Class 56 contains 35360 members 
Mstep: Class 57 contains 12270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194745072.000000 Penalty: 133004.953125
Iteration 389Q: 58 clusters Score -1.947451e+08 nChanged 13091
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 37894 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34236 members 
Mstep: Class 6 contains 74082 members 
Mstep: Class 7 contains 9082 members 
Mstep: Class 8 contains 36555 members 
Mstep: Class 9 contains 31928 members 
Mstep: Class 10 contains 16212 members 
Mstep: Class 11 contains 8002 members 
Mstep: Class 12 contains 59917 members 
Mstep: Class 13 contains 4122 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1903 members 
Mstep: Class 16 contains 23352 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 127238 members 
Mstep: Class 20 contains 63727 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37447 members 
Mstep: Class 23 contains 9601 members 
Mstep: Class 24 contains 18102 members 
Mstep: Class 25 contains 81434 members 
Mstep: Class 26 contains 25731 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2577 members 
Mstep: Class 30 contains 62229 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 46878 members 
Mstep: Class 34 contains 1342 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 79375 members 
Mstep: Class 38 contains 12812 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10657 members 
Mstep: Class 41 contains 135931 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 64138 members 
Mstep: Class 45 contains 192000 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 54965 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 49318 members 
Mstep: Class 50 contains 103545 members 
Mstep: Class 51 contains 773 members 
Mstep: Class 52 contains 58898 members 
Mstep: Class 53 contains 53586 members 
Mstep: Class 54 contains 16410 members 
Mstep: Class 55 contains 7287 members 
Mstep: Class 56 contains 35208 members 
Mstep: Class 57 contains 12119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194743248.000000 Penalty: 133004.953125
Iteration 390Q: 58 clusters Score -1.947432e+08 nChanged 12310
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 38406 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34203 members 
Mstep: Class 6 contains 74091 members 
Mstep: Class 7 contains 9043 members 
Mstep: Class 8 contains 36541 members 
Mstep: Class 9 contains 31920 members 
Mstep: Class 10 contains 16213 members 
Mstep: Class 11 contains 8004 members 
Mstep: Class 12 contains 59869 members 
Mstep: Class 13 contains 4120 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1903 members 
Mstep: Class 16 contains 23436 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 129104 members 
Mstep: Class 20 contains 60583 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37468 members 
Mstep: Class 23 contains 9603 members 
Mstep: Class 24 contains 17866 members 
Mstep: Class 25 contains 81485 members 
Mstep: Class 26 contains 25725 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2577 members 
Mstep: Class 30 contains 64188 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 46848 members 
Mstep: Class 34 contains 1343 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 79738 members 
Mstep: Class 38 contains 12812 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10657 members 
Mstep: Class 41 contains 137220 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 64160 members 
Mstep: Class 45 contains 191994 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 54687 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 48192 members 
Mstep: Class 50 contains 103681 members 
Mstep: Class 51 contains 773 members 
Mstep: Class 52 contains 58033 members 
Mstep: Class 53 contains 53447 members 
Mstep: Class 54 contains 16563 members 
Mstep: Class 55 contains 7086 members 
Mstep: Class 56 contains 35028 members 
Mstep: Class 57 contains 12003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194741552.000000 Penalty: 133004.953125
Iteration 391Q: 58 clusters Score -1.947416e+08 nChanged 11682
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 38859 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34194 members 
Mstep: Class 6 contains 74102 members 
Mstep: Class 7 contains 9013 members 
Mstep: Class 8 contains 36528 members 
Mstep: Class 9 contains 31917 members 
Mstep: Class 10 contains 16213 members 
Mstep: Class 11 contains 8015 members 
Mstep: Class 12 contains 59848 members 
Mstep: Class 13 contains 4122 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1901 members 
Mstep: Class 16 contains 23398 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 131119 members 
Mstep: Class 20 contains 56914 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37484 members 
Mstep: Class 23 contains 9598 members 
Mstep: Class 24 contains 17632 members 
Mstep: Class 25 contains 81543 members 
Mstep: Class 26 contains 25717 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 818 members 
Mstep: Class 29 contains 2577 members 
Mstep: Class 30 contains 66150 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 46865 members 
Mstep: Class 34 contains 1343 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 80066 members 
Mstep: Class 38 contains 12811 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10661 members 
Mstep: Class 41 contains 138484 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 64164 members 
Mstep: Class 45 contains 191993 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 54510 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 47049 members 
Mstep: Class 50 contains 103748 members 
Mstep: Class 51 contains 773 members 
Mstep: Class 52 contains 57502 members 
Mstep: Class 53 contains 53272 members 
Mstep: Class 54 contains 16701 members 
Mstep: Class 55 contains 7007 members 
Mstep: Class 56 contains 34875 members 
Mstep: Class 57 contains 11953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739328.000000 Penalty: 133004.953125
Iteration 392Q: 58 clusters Score -1.947393e+08 nChanged 10542
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 39392 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34186 members 
Mstep: Class 6 contains 74109 members 
Mstep: Class 7 contains 8987 members 
Mstep: Class 8 contains 36511 members 
Mstep: Class 9 contains 31916 members 
Mstep: Class 10 contains 16213 members 
Mstep: Class 11 contains 8033 members 
Mstep: Class 12 contains 59838 members 
Mstep: Class 13 contains 4125 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1901 members 
Mstep: Class 16 contains 23652 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 133122 members 
Mstep: Class 20 contains 53643 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37503 members 
Mstep: Class 23 contains 9603 members 
Mstep: Class 24 contains 17405 members 
Mstep: Class 25 contains 81653 members 
Mstep: Class 26 contains 25714 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 2577 members 
Mstep: Class 30 contains 67120 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 46805 members 
Mstep: Class 34 contains 1343 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 80340 members 
Mstep: Class 38 contains 12812 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10661 members 
Mstep: Class 41 contains 139514 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 64138 members 
Mstep: Class 45 contains 191994 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 54206 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 46093 members 
Mstep: Class 50 contains 103912 members 
Mstep: Class 51 contains 773 members 
Mstep: Class 52 contains 57373 members 
Mstep: Class 53 contains 53254 members 
Mstep: Class 54 contains 16834 members 
Mstep: Class 55 contains 6784 members 
Mstep: Class 56 contains 34773 members 
Mstep: Class 57 contains 11790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194737168.000000 Penalty: 133004.953125
Iteration 393Q: 58 clusters Score -1.947372e+08 nChanged 8132
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 39883 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34175 members 
Mstep: Class 6 contains 74118 members 
Mstep: Class 7 contains 8957 members 
Mstep: Class 8 contains 36498 members 
Mstep: Class 9 contains 31915 members 
Mstep: Class 10 contains 16212 members 
Mstep: Class 11 contains 8036 members 
Mstep: Class 12 contains 59847 members 
Mstep: Class 13 contains 4124 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1901 members 
Mstep: Class 16 contains 23613 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 135468 members 
Mstep: Class 20 contains 52650 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37531 members 
Mstep: Class 23 contains 9608 members 
Mstep: Class 24 contains 17201 members 
Mstep: Class 25 contains 81723 members 
Mstep: Class 26 contains 25709 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 820 members 
Mstep: Class 29 contains 2576 members 
Mstep: Class 30 contains 65574 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 46752 members 
Mstep: Class 34 contains 1343 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 80604 members 
Mstep: Class 38 contains 12814 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10662 members 
Mstep: Class 41 contains 140712 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 64131 members 
Mstep: Class 45 contains 191999 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 54044 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 44919 members 
Mstep: Class 50 contains 104076 members 
Mstep: Class 51 contains 773 members 
Mstep: Class 52 contains 57308 members 
Mstep: Class 53 contains 53250 members 
Mstep: Class 54 contains 16978 members 
Mstep: Class 55 contains 6538 members 
Mstep: Class 56 contains 34639 members 
Mstep: Class 57 contains 11723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194733584.000000 Penalty: 133004.953125
Iteration 394Q: 58 clusters Score -1.947336e+08 nChanged 6322
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 40324 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34178 members 
Mstep: Class 6 contains 74128 members 
Mstep: Class 7 contains 8923 members 
Mstep: Class 8 contains 36484 members 
Mstep: Class 9 contains 31911 members 
Mstep: Class 10 contains 16213 members 
Mstep: Class 11 contains 8043 members 
Mstep: Class 12 contains 59853 members 
Mstep: Class 13 contains 4124 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1901 members 
Mstep: Class 16 contains 23880 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 137718 members 
Mstep: Class 20 contains 52454 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37575 members 
Mstep: Class 23 contains 9608 members 
Mstep: Class 24 contains 17012 members 
Mstep: Class 25 contains 81828 members 
Mstep: Class 26 contains 25706 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 820 members 
Mstep: Class 29 contains 2574 members 
Mstep: Class 30 contains 63066 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 46724 members 
Mstep: Class 34 contains 1342 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 80862 members 
Mstep: Class 38 contains 12815 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10664 members 
Mstep: Class 41 contains 141307 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 64079 members 
Mstep: Class 45 contains 191996 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 53742 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 44250 members 
Mstep: Class 50 contains 104176 members 
Mstep: Class 51 contains 773 members 
Mstep: Class 52 contains 57320 members 
Mstep: Class 53 contains 53148 members 
Mstep: Class 54 contains 17120 members 
Mstep: Class 55 contains 6391 members 
Mstep: Class 56 contains 34562 members 
Mstep: Class 57 contains 11801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194731104.000000 Penalty: 133004.953125
Iteration 395Q: 58 clusters Score -1.947311e+08 nChanged 5303
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 40731 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34172 members 
Mstep: Class 6 contains 74141 members 
Mstep: Class 7 contains 8879 members 
Mstep: Class 8 contains 36469 members 
Mstep: Class 9 contains 31908 members 
Mstep: Class 10 contains 16215 members 
Mstep: Class 11 contains 8044 members 
Mstep: Class 12 contains 59843 members 
Mstep: Class 13 contains 4124 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1901 members 
Mstep: Class 16 contains 23980 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 139913 members 
Mstep: Class 20 contains 52398 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37625 members 
Mstep: Class 23 contains 9607 members 
Mstep: Class 24 contains 16837 members 
Mstep: Class 25 contains 81932 members 
Mstep: Class 26 contains 25703 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 820 members 
Mstep: Class 29 contains 2572 members 
Mstep: Class 30 contains 60688 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 46764 members 
Mstep: Class 34 contains 1341 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 81129 members 
Mstep: Class 38 contains 12817 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10664 members 
Mstep: Class 41 contains 141610 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 64008 members 
Mstep: Class 45 contains 192004 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 53376 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 43903 members 
Mstep: Class 50 contains 104248 members 
Mstep: Class 51 contains 773 members 
Mstep: Class 52 contains 57306 members 
Mstep: Class 53 contains 53136 members 
Mstep: Class 54 contains 17285 members 
Mstep: Class 55 contains 6246 members 
Mstep: Class 56 contains 34445 members 
Mstep: Class 57 contains 11832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194729184.000000 Penalty: 133004.953125
Iteration 396Q: 58 clusters Score -1.947292e+08 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 3509 members 
Mstep: Class 3 contains 41145 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34177 members 
Mstep: Class 6 contains 74148 members 
Mstep: Class 7 contains 8847 members 
Mstep: Class 8 contains 36447 members 
Mstep: Class 9 contains 31911 members 
Mstep: Class 10 contains 16214 members 
Mstep: Class 11 contains 8060 members 
Mstep: Class 12 contains 59835 members 
Mstep: Class 13 contains 4124 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1901 members 
Mstep: Class 16 contains 23909 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 141679 members 
Mstep: Class 20 contains 52339 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37665 members 
Mstep: Class 23 contains 9604 members 
Mstep: Class 24 contains 16679 members 
Mstep: Class 25 contains 82069 members 
Mstep: Class 26 contains 25701 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 820 members 
Mstep: Class 29 contains 2572 members 
Mstep: Class 30 contains 58713 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 46817 members 
Mstep: Class 34 contains 1341 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 81382 members 
Mstep: Class 38 contains 12815 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10665 members 
Mstep: Class 41 contains 141971 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 63930 members 
Mstep: Class 45 contains 192001 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 53153 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 43489 members 
Mstep: Class 50 contains 104337 members 
Mstep: Class 51 contains 773 members 
Mstep: Class 52 contains 57297 members 
Mstep: Class 53 contains 53138 members 
Mstep: Class 54 contains 17439 members 
Mstep: Class 55 contains 6022 members 
Mstep: Class 56 contains 34329 members 
Mstep: Class 57 contains 11918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194727328.000000 Penalty: 133004.953125
Iteration 397Q: 58 clusters Score -1.947273e+08 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 3508 members 
Mstep: Class 3 contains 41496 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34174 members 
Mstep: Class 6 contains 74154 members 
Mstep: Class 7 contains 8811 members 
Mstep: Class 8 contains 36439 members 
Mstep: Class 9 contains 31911 members 
Mstep: Class 10 contains 16213 members 
Mstep: Class 11 contains 8069 members 
Mstep: Class 12 contains 59822 members 
Mstep: Class 13 contains 4125 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1901 members 
Mstep: Class 16 contains 23983 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 143253 members 
Mstep: Class 20 contains 52299 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37700 members 
Mstep: Class 23 contains 9598 members 
Mstep: Class 24 contains 16509 members 
Mstep: Class 25 contains 82186 members 
Mstep: Class 26 contains 25699 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 820 members 
Mstep: Class 29 contains 2572 members 
Mstep: Class 30 contains 56938 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 46860 members 
Mstep: Class 34 contains 1341 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 81650 members 
Mstep: Class 38 contains 12815 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10666 members 
Mstep: Class 41 contains 142164 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 63863 members 
Mstep: Class 45 contains 192002 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 52900 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 43139 members 
Mstep: Class 50 contains 104398 members 
Mstep: Class 51 contains 773 members 
Mstep: Class 52 contains 57299 members 
Mstep: Class 53 contains 52968 members 
Mstep: Class 54 contains 17595 members 
Mstep: Class 55 contains 5866 members 
Mstep: Class 56 contains 34178 members 
Mstep: Class 57 contains 12225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194725904.000000 Penalty: 133004.953125
Iteration 398Q: 58 clusters Score -1.947259e+08 nChanged 3938
Entering ConstructFrom: 
Score: -194725904.000000 Penalty: 133004.953125
Entering ConstructFrom: 
Trying to split cluster 1 (10986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Entering Unmasked Estep 
Score: -1255796.500000 Penalty: 1511.961182
	Iteration 0F: 2 clusters Score -1255796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1247934.375000 Penalty: 3023.922363
	Iteration 0F: 3 clusters Score -1247934 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1250581.500000 Penalty: 3023.922363
	Iteration 1F: 3 clusters Score -1250582 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1250855.250000 Penalty: 3023.922363
	Iteration 2F: 3 clusters Score -1250855 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1251111.375000 Penalty: 3023.922363
	Iteration 3Q: 3 clusters Score -1251111 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1251394.375000 Penalty: 3023.922363
	Iteration 4Q: 3 clusters Score -1251394 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1251711.250000 Penalty: 3023.922363
	Iteration 5Q: 3 clusters Score -1251711 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1252058.250000 Penalty: 3023.922363
	Iteration 6Q: 3 clusters Score -1252058 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1252415.375000 Penalty: 3023.922363
	Iteration 7Q: 3 clusters Score -1252415 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1252798.250000 Penalty: 3023.922363
	Iteration 8Q: 3 clusters Score -1252798 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1253158.875000 Penalty: 3023.922363
	Iteration 9Q: 3 clusters Score -1253159 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1253439.625000 Penalty: 3023.922363
	Iteration 10Q: 3 clusters Score -1253440 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1253623.875000 Penalty: 3023.922363
	Iteration 11Q: 3 clusters Score -1253624 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1253730.875000 Penalty: 3023.922363
	Iteration 12Q: 3 clusters Score -1253731 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1253783.750000 Penalty: 3023.922363
	Iteration 13Q: 3 clusters Score -1253784 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1253825.625000 Penalty: 3023.922363
	Iteration 14Q: 3 clusters Score -1253826 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1253863.875000 Penalty: 3023.922363
	Iteration 15Q: 3 clusters Score -1253864 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1253894.500000 Penalty: 3023.922363
	Iteration 16Q: 3 clusters Score -1253894 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1253918.750000 Penalty: 3023.922363
	Iteration 17Q: 3 clusters Score -1253919 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1253943.750000 Penalty: 3023.922363
	Iteration 18Q: 3 clusters Score -1253944 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1253980.000000 Penalty: 3023.922363
	Iteration 19Q: 3 clusters Score -1253980 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1254019.125000 Penalty: 3023.922363
	Iteration 20F: 3 clusters Score -1254019 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1254064.125000 Penalty: 3023.922363
	Iteration 21Q: 3 clusters Score -1254064 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1254119.875000 Penalty: 3023.922363
	Iteration 22Q: 3 clusters Score -1254120 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1254189.625000 Penalty: 3023.922363
	Iteration 23Q: 3 clusters Score -1254190 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1254262.375000 Penalty: 3023.922363
	Iteration 24Q: 3 clusters Score -1254262 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1254341.875000 Penalty: 3023.922363
	Iteration 25Q: 3 clusters Score -1254342 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1254423.750000 Penalty: 3023.922363
	Iteration 26Q: 3 clusters Score -1254424 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1254494.875000 Penalty: 3023.922363
	Iteration 27Q: 3 clusters Score -1254495 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1254567.375000 Penalty: 3023.922363
	Iteration 28Q: 3 clusters Score -1254567 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1254632.125000 Penalty: 3023.922363
	Iteration 29Q: 3 clusters Score -1254632 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1254689.750000 Penalty: 3023.922363
	Iteration 30Q: 3 clusters Score -1254690 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1254733.375000 Penalty: 3023.922363
	Iteration 31Q: 3 clusters Score -1254733 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1254765.375000 Penalty: 3023.922363
	Iteration 32Q: 3 clusters Score -1254765 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1254786.375000 Penalty: 3023.922363
	Iteration 33Q: 3 clusters Score -1254786 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1254807.375000 Penalty: 3023.922363
	Iteration 34Q: 3 clusters Score -1254807 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1254822.500000 Penalty: 3023.922363
	Iteration 35Q: 3 clusters Score -1254822 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1254840.625000 Penalty: 3023.922363
	Iteration 36Q: 3 clusters Score -1254841 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1254851.375000 Penalty: 3023.922363
	Iteration 37Q: 3 clusters Score -1254851 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1254867.125000 Penalty: 3023.922363
	Iteration 38Q: 3 clusters Score -1254867 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1254875.250000 Penalty: 3023.922363
	Iteration 39Q: 3 clusters Score -1254875 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1254889.250000 Penalty: 3023.922363
	Iteration 40F: 3 clusters Score -1254889 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1254905.750000 Penalty: 3023.922363
	Iteration 41Q: 3 clusters Score -1254906 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1254916.500000 Penalty: 3023.922363
	Iteration 42Q: 3 clusters Score -1254916 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1254928.625000 Penalty: 3023.922363
	Iteration 43Q: 3 clusters Score -1254929 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1254936.375000 Penalty: 3023.922363
	Iteration 44Q: 3 clusters Score -1254936 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1254944.125000 Penalty: 3023.922363
	Iteration 45Q: 3 clusters Score -1254944 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1254950.000000 Penalty: 3023.922363
	Iteration 46Q: 3 clusters Score -1254950 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1254955.875000 Penalty: 3023.922363
	Iteration 47Q: 3 clusters Score -1254956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1254960.750000 Penalty: 3023.922363
	Iteration 48Q: 3 clusters Score -1254961 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1254965.500000 Penalty: 3023.922363
	Iteration 49Q: 3 clusters Score -1254966 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1254969.875000 Penalty: 3023.922363
	Iteration 50Q: 3 clusters Score -1254970 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1254975.500000 Penalty: 3023.922363
	Iteration 51Q: 3 clusters Score -1254976 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1254982.750000 Penalty: 3023.922363
	Iteration 52Q: 3 clusters Score -1254983 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1254987.375000 Penalty: 3023.922363
	Iteration 53Q: 3 clusters Score -1254987 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1254989.250000 Penalty: 3023.922363
	Iteration 54Q: 3 clusters Score -1254989 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1254992.625000 Penalty: 3023.922363
	Iteration 55Q: 3 clusters Score -1254993 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1254999.000000 Penalty: 3023.922363
	Iteration 56Q: 3 clusters Score -1254999 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1255001.875000 Penalty: 3023.922363
	Iteration 57Q: 3 clusters Score -1255002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1255003.375000 Penalty: 3023.922363
	Iteration 58Q: 3 clusters Score -1255003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1255007.000000 Penalty: 3023.922363
	Iteration 59Q: 3 clusters Score -1255007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1255008.500000 Penalty: 3023.922363
	Iteration 60F: 3 clusters Score -1255008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1255011.250000 Penalty: 3023.922363
	Iteration 61Q: 3 clusters Score -1255011 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1255010.250000 Penalty: 3023.922363
	Iteration 62Q: 3 clusters Score -1255010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1255015.000000 Penalty: 3023.922363
	Iteration 63Q: 3 clusters Score -1255015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1255018.875000 Penalty: 3023.922363
	Iteration 64Q: 3 clusters Score -1255019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1255018.000000 Penalty: 3023.922363
	Iteration 65Q: 3 clusters Score -1255018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1255018.000000 Penalty: 3023.922363
	Iteration 66Q: 3 clusters Score -1255018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1255019.125000 Penalty: 3023.922363
	Iteration 67Q: 3 clusters Score -1255019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1255021.125000 Penalty: 3023.922363
	Iteration 68Q: 3 clusters Score -1255021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1255023.250000 Penalty: 3023.922363
	Iteration 69Q: 3 clusters Score -1255023 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1255026.125000 Penalty: 3023.922363
	Iteration 70Q: 3 clusters Score -1255026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1255023.375000 Penalty: 3023.922363
	Iteration 71Q: 3 clusters Score -1255023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1255024.250000 Penalty: 3023.922363
	Iteration 72Q: 3 clusters Score -1255024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1255028.500000 Penalty: 3023.922363
	Iteration 73Q: 3 clusters Score -1255028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1255028.750000 Penalty: 3023.922363
	Iteration 74Q: 3 clusters Score -1255029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1255028.125000 Penalty: 3023.922363
	Iteration 75Q: 3 clusters Score -1255028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1255030.625000 Penalty: 3023.922363
	Iteration 76Q: 3 clusters Score -1255031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1255031.375000 Penalty: 3023.922363
	Iteration 77Q: 3 clusters Score -1255031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1255029.625000 Penalty: 3023.922363
	Iteration 78Q: 3 clusters Score -1255030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1255030.250000 Penalty: 3023.922363
	Iteration 79Q: 3 clusters Score -1255030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1255034.125000 Penalty: 3023.922363
	Iteration 80F: 3 clusters Score -1255034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1255033.500000 Penalty: 3023.922363
	Iteration 81Q: 3 clusters Score -1255034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1255034.000000 Penalty: 3023.922363
	Iteration 82Q: 3 clusters Score -1255034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1255033.750000 Penalty: 3023.922363
	Iteration 83Q: 3 clusters Score -1255034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1255033.750000 Penalty: 3023.922363
	Iteration 84Q: 3 clusters Score -1255034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1255032.875000 Penalty: 3023.922363
	Iteration 85Q: 3 clusters Score -1255033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1255035.250000 Penalty: 3023.922363
	Iteration 86Q: 3 clusters Score -1255035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1255035.875000 Penalty: 3023.922363
	Iteration 87Q: 3 clusters Score -1255036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1255039.625000 Penalty: 3023.922363
	Iteration 88Q: 3 clusters Score -1255040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1255038.625000 Penalty: 3023.922363
	Iteration 89Q: 3 clusters Score -1255039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1255038.250000 Penalty: 3023.922363
	Iteration 90Q: 3 clusters Score -1255038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1255037.375000 Penalty: 3023.922363
	Iteration 91Q: 3 clusters Score -1255037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1255037.375000 Penalty: 3023.922363
	Iteration 92F: 3 clusters Score -1255037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Entering Unmasked Estep 
Score: -407983.937500 Penalty: 1326.455322
	Iteration 0F: 2 clusters Score -407983.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -404910.250000 Penalty: 2652.910645
	Iteration 0F: 3 clusters Score -404910.2 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -405648.906250 Penalty: 2652.910645
	Iteration 1F: 3 clusters Score -405648.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -405765.312500 Penalty: 2652.910645
	Iteration 2F: 3 clusters Score -405765.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -405844.500000 Penalty: 2652.910645
	Iteration 3Q: 3 clusters Score -405844.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -405907.937500 Penalty: 2652.910645
	Iteration 4Q: 3 clusters Score -405907.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -405951.281250 Penalty: 2652.910645
	Iteration 5Q: 3 clusters Score -405951.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -405979.125000 Penalty: 2652.910645
	Iteration 6Q: 3 clusters Score -405979.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -405995.312500 Penalty: 2652.910645
	Iteration 7Q: 3 clusters Score -405995.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -406010.406250 Penalty: 2652.910645
	Iteration 8Q: 3 clusters Score -406010.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -406026.062500 Penalty: 2652.910645
	Iteration 9Q: 3 clusters Score -406026.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -406041.750000 Penalty: 2652.910645
	Iteration 10Q: 3 clusters Score -406041.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -406057.000000 Penalty: 2652.910645
	Iteration 11Q: 3 clusters Score -406057 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -406072.031250 Penalty: 2652.910645
	Iteration 12Q: 3 clusters Score -406072 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -406082.937500 Penalty: 2652.910645
	Iteration 13Q: 3 clusters Score -406082.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -406094.437500 Penalty: 2652.910645
	Iteration 14Q: 3 clusters Score -406094.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -406105.625000 Penalty: 2652.910645
	Iteration 15Q: 3 clusters Score -406105.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -406117.187500 Penalty: 2652.910645
	Iteration 16Q: 3 clusters Score -406117.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -406121.125000 Penalty: 2652.910645
	Iteration 17Q: 3 clusters Score -406121.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -406123.031250 Penalty: 2652.910645
	Iteration 18Q: 3 clusters Score -406123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -406124.625000 Penalty: 2652.910645
	Iteration 19Q: 3 clusters Score -406124.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -406126.718750 Penalty: 2652.910645
	Iteration 20F: 3 clusters Score -406126.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -406127.437500 Penalty: 2652.910645
	Iteration 21Q: 3 clusters Score -406127.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -406126.937500 Penalty: 2652.910645
	Iteration 22Q: 3 clusters Score -406126.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -406127.750000 Penalty: 2652.910645
	Iteration 23Q: 3 clusters Score -406127.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -406127.031250 Penalty: 2652.910645
	Iteration 24Q: 3 clusters Score -406127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -406128.531250 Penalty: 2652.910645
	Iteration 25Q: 3 clusters Score -406128.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -406128.968750 Penalty: 2652.910645
	Iteration 26Q: 3 clusters Score -406129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -406128.562500 Penalty: 2652.910645
	Iteration 27Q: 3 clusters Score -406128.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -406128.968750 Penalty: 2652.910645
	Iteration 28Q: 3 clusters Score -406129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -406128.968750 Penalty: 2652.910645
	Iteration 29F: 3 clusters Score -406129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (41931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41931 members 
Entering Unmasked Estep 
Score: -5006818.000000 Penalty: 1729.614380
	Iteration 0F: 2 clusters Score -5006818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -4978730.000000 Penalty: 3459.228760
	Iteration 0F: 3 clusters Score -4978730 nChanged 19521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -4989619.000000 Penalty: 3459.228760
	Iteration 1F: 3 clusters Score -4989619 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -4989935.000000 Penalty: 3459.228760
	Iteration 2Q: 3 clusters Score -4989935 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -4990282.000000 Penalty: 3459.228760
	Iteration 3Q: 3 clusters Score -4990282 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -4990718.000000 Penalty: 3459.228760
	Iteration 4Q: 3 clusters Score -4990718 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -4991402.000000 Penalty: 3459.228760
	Iteration 5Q: 3 clusters Score -4991402 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -4992551.500000 Penalty: 3459.228760
	Iteration 6F: 3 clusters Score -4992552 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -4994556.500000 Penalty: 3459.228760
	Iteration 7F: 3 clusters Score -4994556 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34455 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -4997580.500000 Penalty: 3459.228760
	Iteration 8F: 3 clusters Score -4997580 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37999 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -5001202.000000 Penalty: 3459.228760
	Iteration 9F: 3 clusters Score -5001202 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40433 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -5003737.000000 Penalty: 3459.228760
	Iteration 10F: 3 clusters Score -5003737 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41467 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -5004758.000000 Penalty: 3459.228760
	Iteration 11Q: 3 clusters Score -5004758 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41736 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -5005068.000000 Penalty: 3459.228760
	Iteration 12Q: 3 clusters Score -5005068 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41799 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -5005169.500000 Penalty: 3459.228760
	Iteration 13Q: 3 clusters Score -5005170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41815 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -5005208.000000 Penalty: 3459.228760
	Iteration 14Q: 3 clusters Score -5005208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41821 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -5005226.000000 Penalty: 3459.228760
	Iteration 15Q: 3 clusters Score -5005226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41818 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -5005224.000000 Penalty: 3459.228760
	Iteration 16Q: 3 clusters Score -5005224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41820 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -5005230.000000 Penalty: 3459.228760
	Iteration 17Q: 3 clusters Score -5005230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41820 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -5005230.000000 Penalty: 3459.228760
	Iteration 18F: 3 clusters Score -5005230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Entering Unmasked Estep 
Score: -58050.765625 Penalty: 1048.457886
	Iteration 0F: 2 clusters Score -58050.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -56970.734375 Penalty: 2096.915771
	Iteration 0F: 3 clusters Score -56970.73 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -57310.445312 Penalty: 2096.915771
	Iteration 1F: 3 clusters Score -57310.45 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -57498.300781 Penalty: 2096.915771
	Iteration 2F: 3 clusters Score -57498.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -57619.835938 Penalty: 2096.915771
	Iteration 3F: 3 clusters Score -57619.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -57674.968750 Penalty: 2096.915771
	Iteration 4Q: 3 clusters Score -57674.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -57731.906250 Penalty: 2096.915771
	Iteration 5Q: 3 clusters Score -57731.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -57764.929688 Penalty: 2096.915771
	Iteration 6Q: 3 clusters Score -57764.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -57801.117188 Penalty: 2096.915771
	Iteration 7Q: 3 clusters Score -57801.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -57822.839844 Penalty: 2096.915771
	Iteration 8Q: 3 clusters Score -57822.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -57829.210938 Penalty: 2096.915771
	Iteration 9Q: 3 clusters Score -57829.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -57841.562500 Penalty: 2096.915771
	Iteration 10Q: 3 clusters Score -57841.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -57858.351562 Penalty: 2096.915771
	Iteration 11Q: 3 clusters Score -57858.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -57866.449219 Penalty: 2096.915771
	Iteration 12Q: 3 clusters Score -57866.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -57880.738281 Penalty: 2096.915771
	Iteration 13Q: 3 clusters Score -57880.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -57899.214844 Penalty: 2096.915771
	Iteration 14Q: 3 clusters Score -57899.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -57908.710938 Penalty: 2096.915771
	Iteration 15Q: 3 clusters Score -57908.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -57908.710938 Penalty: 2096.915771
	Iteration 16F: 3 clusters Score -57908.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (34184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34184 members 
Entering Unmasked Estep 
Score: -3768898.750000 Penalty: 1696.420898
	Iteration 0F: 2 clusters Score -3768899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -3746090.500000 Penalty: 3392.841797
	Iteration 0F: 3 clusters Score -3746090 nChanged 15723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -3754799.500000 Penalty: 3392.841797
	Iteration 1F: 3 clusters Score -3754800 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -3755157.000000 Penalty: 3392.841797
	Iteration 2Q: 3 clusters Score -3755157 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -3755508.250000 Penalty: 3392.841797
	Iteration 3Q: 3 clusters Score -3755508 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -3755870.500000 Penalty: 3392.841797
	Iteration 4Q: 3 clusters Score -3755870 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -3756276.500000 Penalty: 3392.841797
	Iteration 5Q: 3 clusters Score -3756276 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -3756796.500000 Penalty: 3392.841797
	Iteration 6Q: 3 clusters Score -3756796 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -3757420.750000 Penalty: 3392.841797
	Iteration 7Q: 3 clusters Score -3757421 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -3758331.000000 Penalty: 3392.841797
	Iteration 8Q: 3 clusters Score -3758331 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -3759500.750000 Penalty: 3392.841797
	Iteration 9F: 3 clusters Score -3759501 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -3760928.750000 Penalty: 3392.841797
	Iteration 10F: 3 clusters Score -3760929 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -3762430.500000 Penalty: 3392.841797
	Iteration 11F: 3 clusters Score -3762430 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
Score: -3763858.750000 Penalty: 3392.841797
	Iteration 12F: 3 clusters Score -3763859 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -3764960.750000 Penalty: 3392.841797
	Iteration 13Q: 3 clusters Score -3764961 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -3765729.000000 Penalty: 3392.841797
	Iteration 14Q: 3 clusters Score -3765729 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 32300 members 
Entering Unmasked Estep 
Score: -3766271.750000 Penalty: 3392.841797
	Iteration 15Q: 3 clusters Score -3766272 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -3766637.750000 Penalty: 3392.841797
	Iteration 16Q: 3 clusters Score -3766638 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 33090 members 
Entering Unmasked Estep 
Score: -3766940.000000 Penalty: 3392.841797
	Iteration 17Q: 3 clusters Score -3766940 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 33290 members 
Entering Unmasked Estep 
Score: -3767107.000000 Penalty: 3392.841797
	Iteration 18Q: 3 clusters Score -3767107 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
Score: -3767224.500000 Penalty: 3392.841797
	Iteration 19Q: 3 clusters Score -3767224 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 33496 members 
Entering Unmasked Estep 
Score: -3767306.250000 Penalty: 3392.841797
	Iteration 20F: 3 clusters Score -3767306 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -3767352.250000 Penalty: 3392.841797
	Iteration 21Q: 3 clusters Score -3767352 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 33573 members 
Entering Unmasked Estep 
Score: -3767373.250000 Penalty: 3392.841797
	Iteration 22Q: 3 clusters Score -3767373 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 33599 members 
Entering Unmasked Estep 
Score: -3767388.250000 Penalty: 3392.841797
	Iteration 23Q: 3 clusters Score -3767388 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 33622 members 
Entering Unmasked Estep 
Score: -3767406.500000 Penalty: 3392.841797
	Iteration 24Q: 3 clusters Score -3767406 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 33641 members 
Entering Unmasked Estep 
Score: -3767421.750000 Penalty: 3392.841797
	Iteration 25Q: 3 clusters Score -3767422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 33656 members 
Entering Unmasked Estep 
Score: -3767435.500000 Penalty: 3392.841797
	Iteration 26Q: 3 clusters Score -3767436 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 33675 members 
Entering Unmasked Estep 
Score: -3767448.000000 Penalty: 3392.841797
	Iteration 27Q: 3 clusters Score -3767448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 33688 members 
Entering Unmasked Estep 
Score: -3767451.750000 Penalty: 3392.841797
	Iteration 28Q: 3 clusters Score -3767452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 33697 members 
Entering Unmasked Estep 
Score: -3767466.250000 Penalty: 3392.841797
	Iteration 29Q: 3 clusters Score -3767466 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 33712 members 
Entering Unmasked Estep 
Score: -3767468.250000 Penalty: 3392.841797
	Iteration 30Q: 3 clusters Score -3767468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 33718 members 
Entering Unmasked Estep 
Score: -3767482.000000 Penalty: 3392.841797
	Iteration 31Q: 3 clusters Score -3767482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 33721 members 
Entering Unmasked Estep 
Score: -3767480.000000 Penalty: 3392.841797
	Iteration 32Q: 3 clusters Score -3767480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 33725 members 
Entering Unmasked Estep 
Score: -3767480.750000 Penalty: 3392.841797
	Iteration 33Q: 3 clusters Score -3767481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 33729 members 
Entering Unmasked Estep 
Score: -3767477.750000 Penalty: 3392.841797
	Iteration 34Q: 3 clusters Score -3767478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 33732 members 
Entering Unmasked Estep 
Score: -3767480.750000 Penalty: 3392.841797
	Iteration 35Q: 3 clusters Score -3767481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 33736 members 
Entering Unmasked Estep 
Score: -3767484.000000 Penalty: 3392.841797
	Iteration 36Q: 3 clusters Score -3767484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 33740 members 
Entering Unmasked Estep 
Score: -3767481.500000 Penalty: 3392.841797
	Iteration 37Q: 3 clusters Score -3767482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 33741 members 
Entering Unmasked Estep 
Score: -3767482.000000 Penalty: 3392.841797
	Iteration 38Q: 3 clusters Score -3767482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 33743 members 
Entering Unmasked Estep 
Score: -3767485.250000 Penalty: 3392.841797
	Iteration 39Q: 3 clusters Score -3767485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 33747 members 
Entering Unmasked Estep 
Score: -3767492.000000 Penalty: 3392.841797
	Iteration 40F: 3 clusters Score -3767492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 33750 members 
Entering Unmasked Estep 
Score: -3767490.250000 Penalty: 3392.841797
	Iteration 41Q: 3 clusters Score -3767490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 33752 members 
Entering Unmasked Estep 
Score: -3767491.500000 Penalty: 3392.841797
	Iteration 42Q: 3 clusters Score -3767492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 33752 members 
Entering Unmasked Estep 
Score: -3767491.500000 Penalty: 3392.841797
	Iteration 43F: 3 clusters Score -3767492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (74158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74158 members 
Entering Unmasked Estep 
Score: -8417936.000000 Penalty: 1822.267334
	Iteration 0F: 2 clusters Score -8417936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37012 members 
Mstep: Class 2 contains 37146 members 
Entering Unmasked Estep 
Score: -8368265.500000 Penalty: 3644.534668
	Iteration 0F: 3 clusters Score -8368266 nChanged 35126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36692 members 
Mstep: Class 2 contains 37466 members 
Entering Unmasked Estep 
Score: -8388538.000000 Penalty: 3644.534668
	Iteration 1F: 3 clusters Score -8388538 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 37396 members 
Entering Unmasked Estep 
Score: -8389083.000000 Penalty: 3644.534668
	Iteration 2Q: 3 clusters Score -8389083 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 37243 members 
Entering Unmasked Estep 
Score: -8389633.000000 Penalty: 3644.534668
	Iteration 3Q: 3 clusters Score -8389633 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37090 members 
Mstep: Class 2 contains 37068 members 
Entering Unmasked Estep 
Score: -8390326.000000 Penalty: 3644.534668
	Iteration 4Q: 3 clusters Score -8390326 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37406 members 
Mstep: Class 2 contains 36752 members 
Entering Unmasked Estep 
Score: -8391284.000000 Penalty: 3644.534668
	Iteration 5Q: 3 clusters Score -8391284 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37846 members 
Mstep: Class 2 contains 36312 members 
Entering Unmasked Estep 
Score: -8392512.000000 Penalty: 3644.534668
	Iteration 6Q: 3 clusters Score -8392512 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38308 members 
Mstep: Class 2 contains 35850 members 
Entering Unmasked Estep 
Score: -8394247.000000 Penalty: 3644.534668
	Iteration 7Q: 3 clusters Score -8394247 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38792 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
Score: -8396793.000000 Penalty: 3644.534668
	Iteration 8F: 3 clusters Score -8396793 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39134 members 
Mstep: Class 2 contains 35024 members 
Entering Unmasked Estep 
Score: -8399989.000000 Penalty: 3644.534668
	Iteration 9F: 3 clusters Score -8399989 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39335 members 
Mstep: Class 2 contains 34823 members 
Entering Unmasked Estep 
Score: -8403183.000000 Penalty: 3644.534668
	Iteration 10F: 3 clusters Score -8403183 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 34857 members 
Entering Unmasked Estep 
Score: -8405412.000000 Penalty: 3644.534668
	Iteration 11F: 3 clusters Score -8405412 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39167 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -8406530.000000 Penalty: 3644.534668
	Iteration 12Q: 3 clusters Score -8406530 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39051 members 
Mstep: Class 2 contains 35107 members 
Entering Unmasked Estep 
Score: -8407009.000000 Penalty: 3644.534668
	Iteration 13Q: 3 clusters Score -8407009 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38956 members 
Mstep: Class 2 contains 35202 members 
Entering Unmasked Estep 
Score: -8407206.000000 Penalty: 3644.534668
	Iteration 14Q: 3 clusters Score -8407206 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38850 members 
Mstep: Class 2 contains 35308 members 
Entering Unmasked Estep 
Score: -8407401.000000 Penalty: 3644.534668
	Iteration 15Q: 3 clusters Score -8407401 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38734 members 
Mstep: Class 2 contains 35424 members 
Entering Unmasked Estep 
Score: -8407600.000000 Penalty: 3644.534668
	Iteration 16Q: 3 clusters Score -8407600 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38628 members 
Mstep: Class 2 contains 35530 members 
Entering Unmasked Estep 
Score: -8407712.000000 Penalty: 3644.534668
	Iteration 17Q: 3 clusters Score -8407712 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38524 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -8407850.000000 Penalty: 3644.534668
	Iteration 18Q: 3 clusters Score -8407850 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38371 members 
Mstep: Class 2 contains 35787 members 
Entering Unmasked Estep 
Score: -8407935.000000 Penalty: 3644.534668
	Iteration 19Q: 3 clusters Score -8407935 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38156 members 
Mstep: Class 2 contains 36002 members 
Entering Unmasked Estep 
Score: -8408014.000000 Penalty: 3644.534668
	Iteration 20F: 3 clusters Score -8408014 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37926 members 
Mstep: Class 2 contains 36232 members 
Entering Unmasked Estep 
Score: -8408113.000000 Penalty: 3644.534668
	Iteration 21Q: 3 clusters Score -8408113 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37689 members 
Mstep: Class 2 contains 36469 members 
Entering Unmasked Estep 
Score: -8408184.000000 Penalty: 3644.534668
	Iteration 22Q: 3 clusters Score -8408184 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37438 members 
Mstep: Class 2 contains 36720 members 
Entering Unmasked Estep 
Score: -8408266.000000 Penalty: 3644.534668
	Iteration 23Q: 3 clusters Score -8408266 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37143 members 
Mstep: Class 2 contains 37015 members 
Entering Unmasked Estep 
Score: -8408370.000000 Penalty: 3644.534668
	Iteration 24Q: 3 clusters Score -8408370 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36857 members 
Mstep: Class 2 contains 37301 members 
Entering Unmasked Estep 
Score: -8408444.000000 Penalty: 3644.534668
	Iteration 25Q: 3 clusters Score -8408444 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36565 members 
Mstep: Class 2 contains 37593 members 
Entering Unmasked Estep 
Score: -8408532.000000 Penalty: 3644.534668
	Iteration 26Q: 3 clusters Score -8408532 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36250 members 
Mstep: Class 2 contains 37908 members 
Entering Unmasked Estep 
Score: -8408639.000000 Penalty: 3644.534668
	Iteration 27Q: 3 clusters Score -8408639 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35906 members 
Mstep: Class 2 contains 38252 members 
Entering Unmasked Estep 
Score: -8408734.000000 Penalty: 3644.534668
	Iteration 28Q: 3 clusters Score -8408734 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35569 members 
Mstep: Class 2 contains 38589 members 
Entering Unmasked Estep 
Score: -8408798.000000 Penalty: 3644.534668
	Iteration 29Q: 3 clusters Score -8408798 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35213 members 
Mstep: Class 2 contains 38945 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8408917 nChanged 536
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34869 members 
Mstep: Class 2 contains 39289 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 34487 members 
Mstep: Class 2 contains 39671 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8409062 nChanged 543
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34094 members 
Mstep: Class 2 contains 40064 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8409150 nChanged 550
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33676 members 
Mstep: Class 2 contains 40482 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8409229 nChanged 556
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33268 members 
Mstep: Class 2 contains 40890 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8409369 nChanged 551
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 41301 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8409475 nChanged 504
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 41679 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8409553 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32128 members 
Mstep: Class 2 contains 42030 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8409621 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 42377 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8409682 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31451 members 
Mstep: Class 2 contains 42707 members 
Entering Unmasked Estep 
Score: -8409723.000000 Penalty: 3644.534668
	Iteration 40F: 3 clusters Score -8409723 nChanged 425
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 43044 members 
Entering Unmasked Estep 
Score: -8409753.000000 Penalty: 3644.534668
	Iteration 41Q: 3 clusters Score -8409753 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 43370 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8409810 nChanged 402
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 43712 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8409881 nChanged 387
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30117 members 
Mstep: Class 2 contains 44041 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8409913 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29779 members 
Mstep: Class 2 contains 44379 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8409963 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 44721 members 
Entering Unmasked Estep 
Score: -8410035.000000 Penalty: 3644.534668
	Iteration 46Q: 3 clusters Score -8410035 nChanged 412
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 45051 members 
Entering Unmasked Estep 
Score: -8410079.000000 Penalty: 3644.534668
	Iteration 47Q: 3 clusters Score -8410079 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28785 members 
Mstep: Class 2 contains 45373 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8410100 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 45699 members 
Entering Unmasked Estep 
Score: -8410165.000000 Penalty: 3644.534668
	Iteration 49Q: 3 clusters Score -8410165 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 46005 members 
Entering Unmasked Estep 
Score: -8410206.000000 Penalty: 3644.534668
	Iteration 50Q: 3 clusters Score -8410206 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 46308 members 
Entering Unmasked Estep 
Score: -8410270.000000 Penalty: 3644.534668
	Iteration 51Q: 3 clusters Score -8410270 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 46603 members 
Entering Unmasked Estep 
Score: -8410292.000000 Penalty: 3644.534668
	Iteration 52Q: 3 clusters Score -8410292 nChanged 341
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 46870 members 
Entering Unmasked Estep 
Score: -8410345.000000 Penalty: 3644.534668
	Iteration 53Q: 3 clusters Score -8410345 nChanged 337
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 47129 members 
Entering Unmasked Estep 
Score: -8410370.000000 Penalty: 3644.534668
	Iteration 54Q: 3 clusters Score -8410370 nChanged 321
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 47388 members 
Entering Unmasked Estep 
Score: -8410376.000000 Penalty: 3644.534668
	Iteration 55Q: 3 clusters Score -8410376 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 47618 members 
Entering Unmasked Estep 
Score: -8410422.000000 Penalty: 3644.534668
	Iteration 56Q: 3 clusters Score -8410422 nChanged 295
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 47855 members 
Entering Unmasked Estep 
Score: -8410470.000000 Penalty: 3644.534668
	Iteration 57Q: 3 clusters Score -8410470 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 48080 members 
Entering Unmasked Estep 
Score: -8410483.000000 Penalty: 3644.534668
	Iteration 58Q: 3 clusters Score -8410483 nChanged 279
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 48299 members 
Entering Unmasked Estep 
Score: -8410532.000000 Penalty: 3644.534668
	Iteration 59Q: 3 clusters Score -8410532 nChanged 303
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 48554 members 
Entering Unmasked Estep 
Score: -8410582.000000 Penalty: 3644.534668
	Iteration 60F: 3 clusters Score -8410582 nChanged 276
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 48790 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8410590 nChanged 266
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 49040 members 
Entering Unmasked Estep 
Score: -8410621.000000 Penalty: 3644.534668
	Iteration 62Q: 3 clusters Score -8410621 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 49293 members 
Entering Unmasked Estep 
Score: -8410619.000000 Penalty: 3644.534668
	Iteration 63Q: 3 clusters Score -8410619 nChanged 230
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 49515 members 
Entering Unmasked Estep 
Score: -8410638.000000 Penalty: 3644.534668
	Iteration 64Q: 3 clusters Score -8410638 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 49761 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8410660 nChanged 251
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 50004 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8410666 nChanged 263
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 50261 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8410680 nChanged 255
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 50514 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8410701 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 50737 members 
Entering Unmasked Estep 
Score: -8410718.000000 Penalty: 3644.534668
	Iteration 69Q: 3 clusters Score -8410718 nChanged 260
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 50995 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8410718 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 51225 members 
Entering Unmasked Estep 
Score: -8410743.000000 Penalty: 3644.534668
	Iteration 71Q: 3 clusters Score -8410743 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 51469 members 
Entering Unmasked Estep 
Score: -8410755.000000 Penalty: 3644.534668
	Iteration 72Q: 3 clusters Score -8410755 nChanged 252
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 51721 members 
Entering Unmasked Estep 
Score: -8410802.000000 Penalty: 3644.534668
	Iteration 73Q: 3 clusters Score -8410802 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 51992 members 
Entering Unmasked Estep 
Score: -8410841.000000 Penalty: 3644.534668
	Iteration 74Q: 3 clusters Score -8410841 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 52268 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8410885 nChanged 277
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 52545 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8410880 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 52804 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8410873 nChanged 263
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 53067 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8410899 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 53350 members 
Entering Unmasked Estep 
Score: -8410952.000000 Penalty: 3644.534668
	Iteration 79Q: 3 clusters Score -8410952 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 53632 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8410981 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 53946 members 
Entering Unmasked Estep 
Score: -8411001.000000 Penalty: 3644.534668
	Iteration 81Q: 3 clusters Score -8411001 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 54257 members 
Entering Unmasked Estep 
Score: -8411019.000000 Penalty: 3644.534668
	Iteration 82Q: 3 clusters Score -8411019 nChanged 318
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 54575 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8411042 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 54893 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8411072 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 55195 members 
Entering Unmasked Estep 
Score: -8411120.000000 Penalty: 3644.534668
	Iteration 85Q: 3 clusters Score -8411120 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 55472 members 
Entering Unmasked Estep 
Score: -8411154.000000 Penalty: 3644.534668
	Iteration 86Q: 3 clusters Score -8411154 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 55748 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8411188 nChanged 294
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 56038 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8411250 nChanged 312
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 56350 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8411277 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 56691 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8411327 nChanged 332
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 57023 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8411350 nChanged 346
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 57365 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8411373 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 57736 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8411425 nChanged 410
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 58146 members 
Entering Unmasked Estep 
Score: -8411508.000000 Penalty: 3644.534668
	Iteration 94Q: 3 clusters Score -8411508 nChanged 422
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 58568 members 
Entering Unmasked Estep 
Score: -8411555.000000 Penalty: 3644.534668
	Iteration 95Q: 3 clusters Score -8411555 nChanged 445
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 59013 members 
Entering Unmasked Estep 
Score: -8411648.000000 Penalty: 3644.534668
	Iteration 96Q: 3 clusters Score -8411648 nChanged 467
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 59478 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8411735 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 60002 members 
Entering Unmasked Estep 
Score: -8411813.000000 Penalty: 3644.534668
	Iteration 98Q: 3 clusters Score -8411813 nChanged 522
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 60522 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8411938 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 61101 members 
Entering Unmasked Estep 
Score: -8412117.000000 Penalty: 3644.534668
	Iteration 100F: 3 clusters Score -8412117 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 61763 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8412298 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 62448 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8412510 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 63142 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8412679 nChanged 715
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 63857 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8412928 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 64632 members 
Entering Unmasked Estep 
Score: -8413179.000000 Penalty: 3644.534668
	Iteration 105Q: 3 clusters Score -8413179 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 65388 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8413443 nChanged 756
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 66144 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8413734 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 66909 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8414019 nChanged 734
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 67643 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8414284 nChanged 718
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 68361 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8414546 nChanged 663
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Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 69020 members 
Entering Unmasked Estep 
Score: -8414794.000000 Penalty: 3644.534668
	Iteration 111Q: 3 clusters Score -8414794 nChanged 591
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 69605 members 
Entering Unmasked Estep 
Score: -8415022.000000 Penalty: 3644.534668
	Iteration 112Q: 3 clusters Score -8415022 nChanged 542
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Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 70141 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8415260 nChanged 469
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Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 70602 members 
Entering Unmasked Estep 
Score: -8415398.000000 Penalty: 3644.534668
	Iteration 114Q: 3 clusters Score -8415398 nChanged 400
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Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 71000 members 
Entering Unmasked Estep 
Score: -8415567.000000 Penalty: 3644.534668
	Iteration 115Q: 3 clusters Score -8415567 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 71344 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8415698 nChanged 291
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Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 71625 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8415784 nChanged 248
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Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 71859 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8415870 nChanged 200
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Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 72053 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8415946 nChanged 197
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 72234 members 
Entering Unmasked Estep 
Score: -8416003.000000 Penalty: 3644.534668
	Iteration 120F: 3 clusters Score -8416003 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 72387 members 
Entering Unmasked Estep 
Score: -8416059.000000 Penalty: 3644.534668
	Iteration 121Q: 3 clusters Score -8416059 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 72504 members 
Entering Unmasked Estep 
Score: -8416100.000000 Penalty: 3644.534668
	Iteration 122Q: 3 clusters Score -8416100 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 72599 members 
Entering Unmasked Estep 
Score: -8416142.000000 Penalty: 3644.534668
	Iteration 123Q: 3 clusters Score -8416142 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 72685 members 
Entering Unmasked Estep 
Score: -8416188.000000 Penalty: 3644.534668
	Iteration 124Q: 3 clusters Score -8416188 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 72763 members 
Entering Unmasked Estep 
Score: -8416212.000000 Penalty: 3644.534668
	Iteration 125Q: 3 clusters Score -8416212 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 72813 members 
Entering Unmasked Estep 
Score: -8416237.000000 Penalty: 3644.534668
	Iteration 126Q: 3 clusters Score -8416237 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 72865 members 
Entering Unmasked Estep 
Score: -8416262.000000 Penalty: 3644.534668
	Iteration 127Q: 3 clusters Score -8416262 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 72917 members 
Entering Unmasked Estep 
Score: -8416282.000000 Penalty: 3644.534668
	Iteration 128Q: 3 clusters Score -8416282 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 72965 members 
Entering Unmasked Estep 
Score: -8416321.000000 Penalty: 3644.534668
	Iteration 129Q: 3 clusters Score -8416321 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 73011 members 
Entering Unmasked Estep 
Score: -8416341.000000 Penalty: 3644.534668
	Iteration 130Q: 3 clusters Score -8416341 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 73038 members 
Entering Unmasked Estep 
Score: -8416345.000000 Penalty: 3644.534668
	Iteration 131Q: 3 clusters Score -8416345 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 73062 members 
Entering Unmasked Estep 
Score: -8416344.000000 Penalty: 3644.534668
	Iteration 132Q: 3 clusters Score -8416344 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 73086 members 
Entering Unmasked Estep 
Score: -8416354.000000 Penalty: 3644.534668
	Iteration 133Q: 3 clusters Score -8416354 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 73105 members 
Entering Unmasked Estep 
Score: -8416366.000000 Penalty: 3644.534668
	Iteration 134Q: 3 clusters Score -8416366 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 73122 members 
Entering Unmasked Estep 
Score: -8416370.000000 Penalty: 3644.534668
	Iteration 135Q: 3 clusters Score -8416370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 73136 members 
Entering Unmasked Estep 
Score: -8416364.000000 Penalty: 3644.534668
	Iteration 136Q: 3 clusters Score -8416364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 73147 members 
Entering Unmasked Estep 
Score: -8416367.000000 Penalty: 3644.534668
	Iteration 137Q: 3 clusters Score -8416367 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 73155 members 
Entering Unmasked Estep 
Score: -8416367.000000 Penalty: 3644.534668
	Iteration 138Q: 3 clusters Score -8416367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 73161 members 
Entering Unmasked Estep 
Score: -8416373.000000 Penalty: 3644.534668
	Iteration 139Q: 3 clusters Score -8416373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 73164 members 
Entering Unmasked Estep 
Score: -8416377.000000 Penalty: 3644.534668
	Iteration 140F: 3 clusters Score -8416377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 73168 members 
Entering Unmasked Estep 
Score: -8416378.000000 Penalty: 3644.534668
	Iteration 141Q: 3 clusters Score -8416378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 73175 members 
Entering Unmasked Estep 
Score: -8416382.000000 Penalty: 3644.534668
	Iteration 142Q: 3 clusters Score -8416382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 73178 members 
Entering Unmasked Estep 
Score: -8416381.000000 Penalty: 3644.534668
	Iteration 143Q: 3 clusters Score -8416381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 73178 members 
Entering Unmasked Estep 
Score: -8416376.000000 Penalty: 3644.534668
	Iteration 144Q: 3 clusters Score -8416376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 73180 members 
Entering Unmasked Estep 
Score: -8416380.000000 Penalty: 3644.534668
	Iteration 145Q: 3 clusters Score -8416380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 73184 members 
Entering Unmasked Estep 
Score: -8416380.000000 Penalty: 3644.534668
	Iteration 146Q: 3 clusters Score -8416380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 73190 members 
Entering Unmasked Estep 
Score: -8416377.000000 Penalty: 3644.534668
	Iteration 147Q: 3 clusters Score -8416377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 73190 members 
Entering Unmasked Estep 
Score: -8416384.000000 Penalty: 3644.534668
	Iteration 148Q: 3 clusters Score -8416384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 73190 members 
Entering Unmasked Estep 
Score: -8416385.000000 Penalty: 3644.534668
	Iteration 149Q: 3 clusters Score -8416385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 73192 members 
Entering Unmasked Estep 
Score: -8416389.000000 Penalty: 3644.534668
	Iteration 150Q: 3 clusters Score -8416389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 73196 members 
Entering Unmasked Estep 
Score: -8416388.000000 Penalty: 3644.534668
	Iteration 151Q: 3 clusters Score -8416388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 73199 members 
Entering Unmasked Estep 
Score: -8416395.000000 Penalty: 3644.534668
	Iteration 152Q: 3 clusters Score -8416395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 73201 members 
Entering Unmasked Estep 
Score: -8416390.000000 Penalty: 3644.534668
	Iteration 153Q: 3 clusters Score -8416390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 73202 members 
Entering Unmasked Estep 
Score: -8416394.000000 Penalty: 3644.534668
	Iteration 154Q: 3 clusters Score -8416394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 73205 members 
Entering Unmasked Estep 
Score: -8416396.000000 Penalty: 3644.534668
	Iteration 155Q: 3 clusters Score -8416396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 73206 members 
Entering Unmasked Estep 
Score: -8416396.000000 Penalty: 3644.534668
	Iteration 156Q: 3 clusters Score -8416396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 73207 members 
Entering Unmasked Estep 
Score: -8416396.000000 Penalty: 3644.534668
	Iteration 157Q: 3 clusters Score -8416396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 73212 members 
Entering Unmasked Estep 
Score: -8416393.000000 Penalty: 3644.534668
	Iteration 158Q: 3 clusters Score -8416393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 73216 members 
Entering Unmasked Estep 
Score: -8416399.000000 Penalty: 3644.534668
	Iteration 159Q: 3 clusters Score -8416399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 73216 members 
Entering Unmasked Estep 
Score: -8416403.000000 Penalty: 3644.534668
	Iteration 160F: 3 clusters Score -8416403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 73219 members 
Entering Unmasked Estep 
Score: -8416402.000000 Penalty: 3644.534668
	Iteration 161Q: 3 clusters Score -8416402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 73220 members 
Entering Unmasked Estep 
Score: -8416406.000000 Penalty: 3644.534668
	Iteration 162Q: 3 clusters Score -8416406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 73223 members 
Entering Unmasked Estep 
Score: -8416404.000000 Penalty: 3644.534668
	Iteration 163Q: 3 clusters Score -8416404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 73232 members 
Entering Unmasked Estep 
Score: -8416408.000000 Penalty: 3644.534668
	Iteration 164Q: 3 clusters Score -8416408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 73234 members 
Entering Unmasked Estep 
Score: -8416409.000000 Penalty: 3644.534668
	Iteration 165Q: 3 clusters Score -8416409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 73239 members 
Entering Unmasked Estep 
Score: -8416411.000000 Penalty: 3644.534668
	Iteration 166Q: 3 clusters Score -8416411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 73242 members 
Entering Unmasked Estep 
Score: -8416408.000000 Penalty: 3644.534668
	Iteration 167Q: 3 clusters Score -8416408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 73244 members 
Entering Unmasked Estep 
Score: -8416406.000000 Penalty: 3644.534668
	Iteration 168Q: 3 clusters Score -8416406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 73247 members 
Entering Unmasked Estep 
Score: -8416406.000000 Penalty: 3644.534668
	Iteration 169Q: 3 clusters Score -8416406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 73247 members 
Entering Unmasked Estep 
Score: -8416409.000000 Penalty: 3644.534668
	Iteration 170Q: 3 clusters Score -8416409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 73248 members 
Entering Unmasked Estep 
Score: -8416413.000000 Penalty: 3644.534668
	Iteration 171Q: 3 clusters Score -8416413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 73248 members 
Entering Unmasked Estep 
Score: -8416413.000000 Penalty: 3644.534668
	Iteration 172F: 3 clusters Score -8416413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Entering Unmasked Estep 
Score: -1022089.000000 Penalty: 1475.685669
	Iteration 0F: 2 clusters Score -1022089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1015654.500000 Penalty: 2951.371338
	Iteration 0F: 3 clusters Score -1015654 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1017647.625000 Penalty: 2951.371338
	Iteration 1F: 3 clusters Score -1017648 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1017903.312500 Penalty: 2951.371338
	Iteration 2F: 3 clusters Score -1017903 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1018125.062500 Penalty: 2951.371338
	Iteration 3F: 3 clusters Score -1018125 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1018391.562500 Penalty: 2951.371338
	Iteration 4F: 3 clusters Score -1018392 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1018657.437500 Penalty: 2951.371338
	Iteration 5F: 3 clusters Score -1018657 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1018971.312500 Penalty: 2951.371338
	Iteration 6F: 3 clusters Score -1018971 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1019371.187500 Penalty: 2951.371338
	Iteration 7F: 3 clusters Score -1019371 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1019805.937500 Penalty: 2951.371338
	Iteration 8F: 3 clusters Score -1019806 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1020271.500000 Penalty: 2951.371338
	Iteration 9F: 3 clusters Score -1020272 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1020671.125000 Penalty: 2951.371338
	Iteration 10F: 3 clusters Score -1020671 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1020852.500000 Penalty: 2951.371338
	Iteration 11Q: 3 clusters Score -1020852 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1020943.000000 Penalty: 2951.371338
	Iteration 12Q: 3 clusters Score -1020943 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1020990.875000 Penalty: 2951.371338
	Iteration 13Q: 3 clusters Score -1020991 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1021031.187500 Penalty: 2951.371338
	Iteration 14Q: 3 clusters Score -1021031 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1021051.250000 Penalty: 2951.371338
	Iteration 15Q: 3 clusters Score -1021051 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1021064.437500 Penalty: 2951.371338
	Iteration 16Q: 3 clusters Score -1021064 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1021068.875000 Penalty: 2951.371338
	Iteration 17Q: 3 clusters Score -1021069 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1021071.687500 Penalty: 2951.371338
	Iteration 18Q: 3 clusters Score -1021072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1021073.437500 Penalty: 2951.371338
	Iteration 19Q: 3 clusters Score -1021073 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1021076.187500 Penalty: 2951.371338
	Iteration 20F: 3 clusters Score -1021076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1021078.500000 Penalty: 2951.371338
	Iteration 21Q: 3 clusters Score -1021078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1021078.187500 Penalty: 2951.371338
	Iteration 22Q: 3 clusters Score -1021078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1021077.750000 Penalty: 2951.371338
	Iteration 23Q: 3 clusters Score -1021078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1021078.562500 Penalty: 2951.371338
	Iteration 24Q: 3 clusters Score -1021079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1021077.500000 Penalty: 2951.371338
	Iteration 25Q: 3 clusters Score -1021078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1021077.750000 Penalty: 2951.371338
	Iteration 26Q: 3 clusters Score -1021078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1021079.687500 Penalty: 2951.371338
	Iteration 27Q: 3 clusters Score -1021080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1021080.375000 Penalty: 2951.371338
	Iteration 28Q: 3 clusters Score -1021080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1021081.062500 Penalty: 2951.371338
	Iteration 29Q: 3 clusters Score -1021081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1021081.125000 Penalty: 2951.371338
	Iteration 30Q: 3 clusters Score -1021081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1021080.625000 Penalty: 2951.371338
	Iteration 31Q: 3 clusters Score -1021081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1021079.000000 Penalty: 2951.371338
	Iteration 32Q: 3 clusters Score -1021079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1021080.000000 Penalty: 2951.371338
	Iteration 33Q: 3 clusters Score -1021080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1021080.250000 Penalty: 2951.371338
	Iteration 34Q: 3 clusters Score -1021080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1021081.937500 Penalty: 2951.371338
	Iteration 35Q: 3 clusters Score -1021082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1021082.000000 Penalty: 2951.371338
	Iteration 36Q: 3 clusters Score -1021082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1021085.625000 Penalty: 2951.371338
	Iteration 37Q: 3 clusters Score -1021086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1021086.000000 Penalty: 2951.371338
	Iteration 38Q: 3 clusters Score -1021086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1021087.875000 Penalty: 2951.371338
	Iteration 39Q: 3 clusters Score -1021088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1021085.375000 Penalty: 2951.371338
	Iteration 40F: 3 clusters Score -1021085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1021086.312500 Penalty: 2951.371338
	Iteration 41Q: 3 clusters Score -1021086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1021086.375000 Penalty: 2951.371338
	Iteration 42Q: 3 clusters Score -1021086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1021086.312500 Penalty: 2951.371338
	Iteration 43Q: 3 clusters Score -1021086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1021088.312500 Penalty: 2951.371338
	Iteration 44Q: 3 clusters Score -1021088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1021088.687500 Penalty: 2951.371338
	Iteration 45Q: 3 clusters Score -1021089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1021088.500000 Penalty: 2951.371338
	Iteration 46Q: 3 clusters Score -1021088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1021089.750000 Penalty: 2951.371338
	Iteration 47Q: 3 clusters Score -1021090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1021089.750000 Penalty: 2951.371338
	Iteration 48F: 3 clusters Score -1021090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (36433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36433 members 
Entering Unmasked Estep 
Score: -4152304.500000 Penalty: 1706.774902
	Iteration 0F: 2 clusters Score -4152304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -4127796.000000 Penalty: 3413.549805
	Iteration 0F: 3 clusters Score -4127796 nChanged 16923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -4137332.500000 Penalty: 3413.549805
	Iteration 1F: 3 clusters Score -4137332 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -4137762.750000 Penalty: 3413.549805
	Iteration 2Q: 3 clusters Score -4137763 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -4138200.000000 Penalty: 3413.549805
	Iteration 3Q: 3 clusters Score -4138200 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -4138725.250000 Penalty: 3413.549805
	Iteration 4Q: 3 clusters Score -4138725 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -4139295.000000 Penalty: 3413.549805
	Iteration 5Q: 3 clusters Score -4139295 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -4140073.000000 Penalty: 3413.549805
	Iteration 6Q: 3 clusters Score -4140073 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -4141155.750000 Penalty: 3413.549805
	Iteration 7F: 3 clusters Score -4141156 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -4142515.250000 Penalty: 3413.549805
	Iteration 8F: 3 clusters Score -4142515 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -4143930.500000 Penalty: 3413.549805
	Iteration 9F: 3 clusters Score -4143930 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -4145307.000000 Penalty: 3413.549805
	Iteration 10Q: 3 clusters Score -4145307 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -4146397.250000 Penalty: 3413.549805
	Iteration 11Q: 3 clusters Score -4146397 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 30018 members 
Entering Unmasked Estep 
Score: -4147147.750000 Penalty: 3413.549805
	Iteration 12Q: 3 clusters Score -4147148 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 30846 members 
Entering Unmasked Estep 
Score: -4147705.000000 Penalty: 3413.549805
	Iteration 13Q: 3 clusters Score -4147705 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -4148113.250000 Penalty: 3413.549805
	Iteration 14Q: 3 clusters Score -4148113 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 32151 members 
Entering Unmasked Estep 
Score: -4148499.250000 Penalty: 3413.549805
	Iteration 15Q: 3 clusters Score -4148499 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 32740 members 
Entering Unmasked Estep 
Score: -4148845.500000 Penalty: 3413.549805
	Iteration 16Q: 3 clusters Score -4148846 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
Score: -4149172.750000 Penalty: 3413.549805
	Iteration 17Q: 3 clusters Score -4149173 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 33779 members 
Entering Unmasked Estep 
Score: -4149436.000000 Penalty: 3413.549805
	Iteration 18Q: 3 clusters Score -4149436 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 34180 members 
Entering Unmasked Estep 
Score: -4149642.500000 Penalty: 3413.549805
	Iteration 19Q: 3 clusters Score -4149642 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
Score: -4149824.750000 Penalty: 3413.549805
	Iteration 20F: 3 clusters Score -4149825 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 34881 members 
Entering Unmasked Estep 
Score: -4150030.250000 Penalty: 3413.549805
	Iteration 21Q: 3 clusters Score -4150030 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 35168 members 
Entering Unmasked Estep 
Score: -4150215.750000 Penalty: 3413.549805
	Iteration 22Q: 3 clusters Score -4150216 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 35407 members 
Entering Unmasked Estep 
Score: -4150359.000000 Penalty: 3413.549805
	Iteration 23Q: 3 clusters Score -4150359 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 35579 members 
Entering Unmasked Estep 
Score: -4150480.000000 Penalty: 3413.549805
	Iteration 24Q: 3 clusters Score -4150480 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 35718 members 
Entering Unmasked Estep 
Score: -4150567.750000 Penalty: 3413.549805
	Iteration 25Q: 3 clusters Score -4150568 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 35813 members 
Entering Unmasked Estep 
Score: -4150631.750000 Penalty: 3413.549805
	Iteration 26Q: 3 clusters Score -4150632 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 35866 members 
Entering Unmasked Estep 
Score: -4150670.250000 Penalty: 3413.549805
	Iteration 27Q: 3 clusters Score -4150670 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 35900 members 
Entering Unmasked Estep 
Score: -4150692.000000 Penalty: 3413.549805
	Iteration 28Q: 3 clusters Score -4150692 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 35930 members 
Entering Unmasked Estep 
Score: -4150716.250000 Penalty: 3413.549805
	Iteration 29Q: 3 clusters Score -4150716 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 35968 members 
Entering Unmasked Estep 
Score: -4150754.250000 Penalty: 3413.549805
	Iteration 30Q: 3 clusters Score -4150754 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 35998 members 
Entering Unmasked Estep 
Score: -4150776.250000 Penalty: 3413.549805
	Iteration 31Q: 3 clusters Score -4150776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -4150793.500000 Penalty: 3413.549805
	Iteration 32Q: 3 clusters Score -4150794 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 36029 members 
Entering Unmasked Estep 
Score: -4150802.500000 Penalty: 3413.549805
	Iteration 33Q: 3 clusters Score -4150802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 36038 members 
Entering Unmasked Estep 
Score: -4150799.500000 Penalty: 3413.549805
	Iteration 34Q: 3 clusters Score -4150800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 36049 members 
Entering Unmasked Estep 
Score: -4150810.750000 Penalty: 3413.549805
	Iteration 35Q: 3 clusters Score -4150811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 36060 members 
Entering Unmasked Estep 
Score: -4150812.750000 Penalty: 3413.549805
	Iteration 36Q: 3 clusters Score -4150813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 36065 members 
Entering Unmasked Estep 
Score: -4150818.250000 Penalty: 3413.549805
	Iteration 37Q: 3 clusters Score -4150818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
Score: -4150825.250000 Penalty: 3413.549805
	Iteration 38Q: 3 clusters Score -4150825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 36075 members 
Entering Unmasked Estep 
Score: -4150826.250000 Penalty: 3413.549805
	Iteration 39Q: 3 clusters Score -4150826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 36076 members 
Entering Unmasked Estep 
Score: -4150830.250000 Penalty: 3413.549805
	Iteration 40F: 3 clusters Score -4150830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 36078 members 
Entering Unmasked Estep 
Score: -4150837.000000 Penalty: 3413.549805
	Iteration 41Q: 3 clusters Score -4150837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 36081 members 
Entering Unmasked Estep 
Score: -4150836.250000 Penalty: 3413.549805
	Iteration 42Q: 3 clusters Score -4150836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 36082 members 
Entering Unmasked Estep 
Score: -4150837.750000 Penalty: 3413.549805
	Iteration 43Q: 3 clusters Score -4150838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 36082 members 
Entering Unmasked Estep 
Score: -4150837.750000 Penalty: 3413.549805
	Iteration 44F: 3 clusters Score -4150838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -3822307.750000 Penalty: 1685.255005
	Iteration 0F: 2 clusters Score -3822308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -3800741.250000 Penalty: 3370.510010
	Iteration 0F: 3 clusters Score -3800741 nChanged 14793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -3809159.250000 Penalty: 3370.510010
	Iteration 1F: 3 clusters Score -3809159 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -3809760.250000 Penalty: 3370.510010
	Iteration 2Q: 3 clusters Score -3809760 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -3810549.500000 Penalty: 3370.510010
	Iteration 3Q: 3 clusters Score -3810550 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -3811738.500000 Penalty: 3370.510010
	Iteration 4F: 3 clusters Score -3811738 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -3813411.250000 Penalty: 3370.510010
	Iteration 5F: 3 clusters Score -3813411 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -3815270.250000 Penalty: 3370.510010
	Iteration 6F: 3 clusters Score -3815270 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -3817018.750000 Penalty: 3370.510010
	Iteration 7F: 3 clusters Score -3817019 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 28626 members 
Entering Unmasked Estep 
Score: -3818329.000000 Penalty: 3370.510010
	Iteration 8Q: 3 clusters Score -3818329 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -3819173.750000 Penalty: 3370.510010
	Iteration 9Q: 3 clusters Score -3819174 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 30273 members 
Entering Unmasked Estep 
Score: -3819719.750000 Penalty: 3370.510010
	Iteration 10Q: 3 clusters Score -3819720 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -3820093.250000 Penalty: 3370.510010
	Iteration 11Q: 3 clusters Score -3820093 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 30985 members 
Entering Unmasked Estep 
Score: -3820331.750000 Penalty: 3370.510010
	Iteration 12Q: 3 clusters Score -3820332 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
Score: -3820517.250000 Penalty: 3370.510010
	Iteration 13Q: 3 clusters Score -3820517 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
Score: -3820639.500000 Penalty: 3370.510010
	Iteration 14Q: 3 clusters Score -3820640 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 31409 members 
Entering Unmasked Estep 
Score: -3820707.250000 Penalty: 3370.510010
	Iteration 15Q: 3 clusters Score -3820707 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 31475 members 
Entering Unmasked Estep 
Score: -3820768.250000 Penalty: 3370.510010
	Iteration 16Q: 3 clusters Score -3820768 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 31522 members 
Entering Unmasked Estep 
Score: -3820801.750000 Penalty: 3370.510010
	Iteration 17Q: 3 clusters Score -3820802 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 31540 members 
Entering Unmasked Estep 
Score: -3820823.500000 Penalty: 3370.510010
	Iteration 18Q: 3 clusters Score -3820824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
Score: -3820831.500000 Penalty: 3370.510010
	Iteration 19Q: 3 clusters Score -3820832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 31570 members 
Entering Unmasked Estep 
Score: -3820856.000000 Penalty: 3370.510010
	Iteration 20F: 3 clusters Score -3820856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -3820861.500000 Penalty: 3370.510010
	Iteration 21Q: 3 clusters Score -3820862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 31598 members 
Entering Unmasked Estep 
Score: -3820874.000000 Penalty: 3370.510010
	Iteration 22Q: 3 clusters Score -3820874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 31610 members 
Entering Unmasked Estep 
Score: -3820873.250000 Penalty: 3370.510010
	Iteration 23Q: 3 clusters Score -3820873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
Score: -3820882.500000 Penalty: 3370.510010
	Iteration 24Q: 3 clusters Score -3820882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 31622 members 
Entering Unmasked Estep 
Score: -3820881.750000 Penalty: 3370.510010
	Iteration 25Q: 3 clusters Score -3820882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 31624 members 
Entering Unmasked Estep 
Score: -3820884.250000 Penalty: 3370.510010
	Iteration 26Q: 3 clusters Score -3820884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 31626 members 
Entering Unmasked Estep 
Score: -3820883.500000 Penalty: 3370.510010
	Iteration 27Q: 3 clusters Score -3820884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 31627 members 
Entering Unmasked Estep 
Score: -3820885.500000 Penalty: 3370.510010
	Iteration 28Q: 3 clusters Score -3820886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 31629 members 
Entering Unmasked Estep 
Score: -3820885.500000 Penalty: 3370.510010
	Iteration 29Q: 3 clusters Score -3820886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 31629 members 
Entering Unmasked Estep 
Score: -3820885.500000 Penalty: 3370.510010
	Iteration 30F: 3 clusters Score -3820886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Entering Unmasked Estep 
Score: -1770682.250000 Penalty: 1575.204834
	Iteration 0F: 2 clusters Score -1770682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1759560.625000 Penalty: 3150.409668
	Iteration 0F: 3 clusters Score -1759561 nChanged 7143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1763375.375000 Penalty: 3150.409668
	Iteration 1F: 3 clusters Score -1763375 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1763646.500000 Penalty: 3150.409668
	Iteration 2Q: 3 clusters Score -1763646 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1763923.125000 Penalty: 3150.409668
	Iteration 3Q: 3 clusters Score -1763923 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1764230.500000 Penalty: 3150.409668
	Iteration 4Q: 3 clusters Score -1764230 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1764627.500000 Penalty: 3150.409668
	Iteration 5Q: 3 clusters Score -1764628 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1765169.875000 Penalty: 3150.409668
	Iteration 6F: 3 clusters Score -1765170 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1765898.625000 Penalty: 3150.409668
	Iteration 7F: 3 clusters Score -1765899 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -1766736.625000 Penalty: 3150.409668
	Iteration 8F: 3 clusters Score -1766737 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -1767564.125000 Penalty: 3150.409668
	Iteration 9F: 3 clusters Score -1767564 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -1768261.000000 Penalty: 3150.409668
	Iteration 10Q: 3 clusters Score -1768261 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -1768693.875000 Penalty: 3150.409668
	Iteration 11Q: 3 clusters Score -1768694 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -1768950.625000 Penalty: 3150.409668
	Iteration 12Q: 3 clusters Score -1768951 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -1769096.375000 Penalty: 3150.409668
	Iteration 13Q: 3 clusters Score -1769096 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -1769193.875000 Penalty: 3150.409668
	Iteration 14Q: 3 clusters Score -1769194 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -1769242.625000 Penalty: 3150.409668
	Iteration 15Q: 3 clusters Score -1769243 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -1769262.125000 Penalty: 3150.409668
	Iteration 16Q: 3 clusters Score -1769262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -1769284.750000 Penalty: 3150.409668
	Iteration 17Q: 3 clusters Score -1769285 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -1769310.375000 Penalty: 3150.409668
	Iteration 18Q: 3 clusters Score -1769310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -1769323.625000 Penalty: 3150.409668
	Iteration 19Q: 3 clusters Score -1769324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -1769331.875000 Penalty: 3150.409668
	Iteration 20F: 3 clusters Score -1769332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -1769345.125000 Penalty: 3150.409668
	Iteration 21Q: 3 clusters Score -1769345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -1769346.250000 Penalty: 3150.409668
	Iteration 22Q: 3 clusters Score -1769346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -1769350.375000 Penalty: 3150.409668
	Iteration 23Q: 3 clusters Score -1769350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -1769351.875000 Penalty: 3150.409668
	Iteration 24Q: 3 clusters Score -1769352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -1769351.875000 Penalty: 3150.409668
	Iteration 25F: 3 clusters Score -1769352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Entering Unmasked Estep 
Score: -909870.500000 Penalty: 1462.096802
	Iteration 0F: 2 clusters Score -909870.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -903931.437500 Penalty: 2924.193604
	Iteration 0F: 3 clusters Score -903931.4 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -905732.875000 Penalty: 2924.193604
	Iteration 1F: 3 clusters Score -905732.9 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -905980.875000 Penalty: 2924.193604
	Iteration 2F: 3 clusters Score -905980.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -906184.375000 Penalty: 2924.193604
	Iteration 3F: 3 clusters Score -906184.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -906363.750000 Penalty: 2924.193604
	Iteration 4Q: 3 clusters Score -906363.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -906543.687500 Penalty: 2924.193604
	Iteration 5Q: 3 clusters Score -906543.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -906725.125000 Penalty: 2924.193604
	Iteration 6Q: 3 clusters Score -906725.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -906935.187500 Penalty: 2924.193604
	Iteration 7Q: 3 clusters Score -906935.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -907167.187500 Penalty: 2924.193604
	Iteration 8Q: 3 clusters Score -907167.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -907390.500000 Penalty: 2924.193604
	Iteration 9Q: 3 clusters Score -907390.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -907560.187500 Penalty: 2924.193604
	Iteration 10Q: 3 clusters Score -907560.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -907701.125000 Penalty: 2924.193604
	Iteration 11Q: 3 clusters Score -907701.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -907829.750000 Penalty: 2924.193604
	Iteration 12Q: 3 clusters Score -907829.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -907920.687500 Penalty: 2924.193604
	Iteration 13Q: 3 clusters Score -907920.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -907987.562500 Penalty: 2924.193604
	Iteration 14Q: 3 clusters Score -907987.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -908044.500000 Penalty: 2924.193604
	Iteration 15Q: 3 clusters Score -908044.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -908092.000000 Penalty: 2924.193604
	Iteration 16Q: 3 clusters Score -908092 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -908131.000000 Penalty: 2924.193604
	Iteration 17Q: 3 clusters Score -908131 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -908173.250000 Penalty: 2924.193604
	Iteration 18Q: 3 clusters Score -908173.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -908216.125000 Penalty: 2924.193604
	Iteration 19Q: 3 clusters Score -908216.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -908265.062500 Penalty: 2924.193604
	Iteration 20F: 3 clusters Score -908265.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -908299.125000 Penalty: 2924.193604
	Iteration 21Q: 3 clusters Score -908299.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -908341.500000 Penalty: 2924.193604
	Iteration 22Q: 3 clusters Score -908341.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -908380.750000 Penalty: 2924.193604
	Iteration 23Q: 3 clusters Score -908380.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -908421.500000 Penalty: 2924.193604
	Iteration 24Q: 3 clusters Score -908421.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -908447.187500 Penalty: 2924.193604
	Iteration 25Q: 3 clusters Score -908447.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -908476.875000 Penalty: 2924.193604
	Iteration 26Q: 3 clusters Score -908476.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -908497.125000 Penalty: 2924.193604
	Iteration 27Q: 3 clusters Score -908497.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -908511.562500 Penalty: 2924.193604
	Iteration 28Q: 3 clusters Score -908511.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -908527.125000 Penalty: 2924.193604
	Iteration 29Q: 3 clusters Score -908527.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -908541.437500 Penalty: 2924.193604
	Iteration 30Q: 3 clusters Score -908541.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -908554.875000 Penalty: 2924.193604
	Iteration 31Q: 3 clusters Score -908554.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -908566.750000 Penalty: 2924.193604
	Iteration 32Q: 3 clusters Score -908566.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -908580.062500 Penalty: 2924.193604
	Iteration 33Q: 3 clusters Score -908580.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -908590.500000 Penalty: 2924.193604
	Iteration 34Q: 3 clusters Score -908590.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -908599.562500 Penalty: 2924.193604
	Iteration 35Q: 3 clusters Score -908599.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -908604.687500 Penalty: 2924.193604
	Iteration 36Q: 3 clusters Score -908604.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -908608.875000 Penalty: 2924.193604
	Iteration 37Q: 3 clusters Score -908608.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -908609.625000 Penalty: 2924.193604
	Iteration 38Q: 3 clusters Score -908609.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -908610.062500 Penalty: 2924.193604
	Iteration 39Q: 3 clusters Score -908610.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -908612.625000 Penalty: 2924.193604
	Iteration 40F: 3 clusters Score -908612.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -908613.687500 Penalty: 2924.193604
	Iteration 41Q: 3 clusters Score -908613.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -908615.312500 Penalty: 2924.193604
	Iteration 42Q: 3 clusters Score -908615.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -908617.437500 Penalty: 2924.193604
	Iteration 43Q: 3 clusters Score -908617.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -908618.250000 Penalty: 2924.193604
	Iteration 44Q: 3 clusters Score -908618.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -908619.187500 Penalty: 2924.193604
	Iteration 45Q: 3 clusters Score -908619.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -908622.500000 Penalty: 2924.193604
	Iteration 46Q: 3 clusters Score -908622.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -908622.812500 Penalty: 2924.193604
	Iteration 47Q: 3 clusters Score -908622.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -908623.937500 Penalty: 2924.193604
	Iteration 48Q: 3 clusters Score -908623.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -908623.937500 Penalty: 2924.193604
	Iteration 49F: 3 clusters Score -908623.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (59838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59838 members 
Entering Unmasked Estep 
Score: -6807059.500000 Penalty: 1787.401855
	Iteration 0F: 2 clusters Score -6807060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29998 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -6767047.000000 Penalty: 3574.803711
	Iteration 0F: 3 clusters Score -6767047 nChanged 28186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30660 members 
Mstep: Class 2 contains 29178 members 
Entering Unmasked Estep 
Score: -6783058.500000 Penalty: 3574.803711
	Iteration 1F: 3 clusters Score -6783058 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31074 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -6783593.000000 Penalty: 3574.803711
	Iteration 2Q: 3 clusters Score -6783593 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31757 members 
Mstep: Class 2 contains 28081 members 
Entering Unmasked Estep 
Score: -6784225.500000 Penalty: 3574.803711
	Iteration 3Q: 3 clusters Score -6784226 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32793 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -6785056.000000 Penalty: 3574.803711
	Iteration 4Q: 3 clusters Score -6785056 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34356 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -6786141.000000 Penalty: 3574.803711
	Iteration 5Q: 3 clusters Score -6786141 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36515 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -6787736.000000 Penalty: 3574.803711
	Iteration 6F: 3 clusters Score -6787736 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39317 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -6790083.000000 Penalty: 3574.803711
	Iteration 7F: 3 clusters Score -6790083 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42486 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -6793159.500000 Penalty: 3574.803711
	Iteration 8F: 3 clusters Score -6793160 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45462 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -6796410.000000 Penalty: 3574.803711
	Iteration 9F: 3 clusters Score -6796410 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47763 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -6798931.000000 Penalty: 3574.803711
	Iteration 10Q: 3 clusters Score -6798931 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49422 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -6800399.000000 Penalty: 3574.803711
	Iteration 11Q: 3 clusters Score -6800399 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50712 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -6801311.000000 Penalty: 3574.803711
	Iteration 12Q: 3 clusters Score -6801311 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51853 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -6802048.000000 Penalty: 3574.803711
	Iteration 13Q: 3 clusters Score -6802048 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52777 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -6802691.000000 Penalty: 3574.803711
	Iteration 14Q: 3 clusters Score -6802691 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53601 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -6803258.000000 Penalty: 3574.803711
	Iteration 15Q: 3 clusters Score -6803258 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54316 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -6803768.000000 Penalty: 3574.803711
	Iteration 16Q: 3 clusters Score -6803768 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54880 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -6804138.000000 Penalty: 3574.803711
	Iteration 17Q: 3 clusters Score -6804138 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55331 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -6804468.500000 Penalty: 3574.803711
	Iteration 18Q: 3 clusters Score -6804468 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55688 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -6804721.000000 Penalty: 3574.803711
	Iteration 19Q: 3 clusters Score -6804721 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55972 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -6804921.500000 Penalty: 3574.803711
	Iteration 20F: 3 clusters Score -6804922 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56189 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -6805058.000000 Penalty: 3574.803711
	Iteration 21Q: 3 clusters Score -6805058 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56370 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -6805151.500000 Penalty: 3574.803711
	Iteration 22Q: 3 clusters Score -6805152 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56532 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -6805229.000000 Penalty: 3574.803711
	Iteration 23Q: 3 clusters Score -6805229 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56678 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -6805296.000000 Penalty: 3574.803711
	Iteration 24Q: 3 clusters Score -6805296 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56788 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -6805317.500000 Penalty: 3574.803711
	Iteration 25Q: 3 clusters Score -6805318 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56874 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -6805373.000000 Penalty: 3574.803711
	Iteration 26Q: 3 clusters Score -6805373 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56956 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -6805397.000000 Penalty: 3574.803711
	Iteration 27Q: 3 clusters Score -6805397 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57038 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -6805416.000000 Penalty: 3574.803711
	Iteration 28Q: 3 clusters Score -6805416 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57100 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -6805432.000000 Penalty: 3574.803711
	Iteration 29Q: 3 clusters Score -6805432 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57156 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -6805461.000000 Penalty: 3574.803711
	Iteration 30Q: 3 clusters Score -6805461 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57200 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -6805447.000000 Penalty: 3574.803711
	Iteration 31Q: 3 clusters Score -6805447 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57236 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -6805462.000000 Penalty: 3574.803711
	Iteration 32Q: 3 clusters Score -6805462 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57268 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -6805462.000000 Penalty: 3574.803711
	Iteration 33Q: 3 clusters Score -6805462 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57297 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -6805469.500000 Penalty: 3574.803711
	Iteration 34Q: 3 clusters Score -6805470 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57321 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -6805471.500000 Penalty: 3574.803711
	Iteration 35Q: 3 clusters Score -6805472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57337 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -6805477.000000 Penalty: 3574.803711
	Iteration 36Q: 3 clusters Score -6805477 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57354 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -6805490.500000 Penalty: 3574.803711
	Iteration 37Q: 3 clusters Score -6805490 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57371 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -6805480.000000 Penalty: 3574.803711
	Iteration 38Q: 3 clusters Score -6805480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57390 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -6805485.000000 Penalty: 3574.803711
	Iteration 39Q: 3 clusters Score -6805485 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57411 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -6805479.000000 Penalty: 3574.803711
	Iteration 40F: 3 clusters Score -6805479 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57429 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -6805485.000000 Penalty: 3574.803711
	Iteration 41Q: 3 clusters Score -6805485 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57438 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -6805502.000000 Penalty: 3574.803711
	Iteration 42Q: 3 clusters Score -6805502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57452 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -6805498.500000 Penalty: 3574.803711
	Iteration 43Q: 3 clusters Score -6805498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57464 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -6805506.000000 Penalty: 3574.803711
	Iteration 44Q: 3 clusters Score -6805506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57479 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -6805507.000000 Penalty: 3574.803711
	Iteration 45Q: 3 clusters Score -6805507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57487 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -6805513.000000 Penalty: 3574.803711
	Iteration 46Q: 3 clusters Score -6805513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57496 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -6805516.000000 Penalty: 3574.803711
	Iteration 47Q: 3 clusters Score -6805516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57503 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -6805524.500000 Penalty: 3574.803711
	Iteration 48Q: 3 clusters Score -6805524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57510 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -6805529.500000 Penalty: 3574.803711
	Iteration 49Q: 3 clusters Score -6805530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57522 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -6805530.500000 Penalty: 3574.803711
	Iteration 50Q: 3 clusters Score -6805530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57537 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -6805527.000000 Penalty: 3574.803711
	Iteration 51Q: 3 clusters Score -6805527 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57551 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -6805530.000000 Penalty: 3574.803711
	Iteration 52Q: 3 clusters Score -6805530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57564 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -6805526.500000 Penalty: 3574.803711
	Iteration 53Q: 3 clusters Score -6805526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57574 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -6805518.500000 Penalty: 3574.803711
	Iteration 54Q: 3 clusters Score -6805518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57582 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -6805525.000000 Penalty: 3574.803711
	Iteration 55Q: 3 clusters Score -6805525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57591 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -6805531.000000 Penalty: 3574.803711
	Iteration 56Q: 3 clusters Score -6805531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57594 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -6805534.000000 Penalty: 3574.803711
	Iteration 57Q: 3 clusters Score -6805534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57598 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -6805529.000000 Penalty: 3574.803711
	Iteration 58Q: 3 clusters Score -6805529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57603 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -6805530.500000 Penalty: 3574.803711
	Iteration 59Q: 3 clusters Score -6805530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57608 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -6805534.500000 Penalty: 3574.803711
	Iteration 60F: 3 clusters Score -6805534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57618 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -6805540.500000 Penalty: 3574.803711
	Iteration 61Q: 3 clusters Score -6805540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57630 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -6805544.500000 Penalty: 3574.803711
	Iteration 62Q: 3 clusters Score -6805544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57643 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -6805550.000000 Penalty: 3574.803711
	Iteration 63Q: 3 clusters Score -6805550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57655 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -6805554.000000 Penalty: 3574.803711
	Iteration 64Q: 3 clusters Score -6805554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57668 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -6805548.000000 Penalty: 3574.803711
	Iteration 65Q: 3 clusters Score -6805548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57680 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -6805552.000000 Penalty: 3574.803711
	Iteration 66Q: 3 clusters Score -6805552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57689 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -6805554.500000 Penalty: 3574.803711
	Iteration 67Q: 3 clusters Score -6805554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57696 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -6805561.000000 Penalty: 3574.803711
	Iteration 68Q: 3 clusters Score -6805561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57698 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -6805563.500000 Penalty: 3574.803711
	Iteration 69Q: 3 clusters Score -6805564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57699 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -6805558.000000 Penalty: 3574.803711
	Iteration 70Q: 3 clusters Score -6805558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57699 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -6805558.000000 Penalty: 3574.803711
	Iteration 71F: 3 clusters Score -6805558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Entering Unmasked Estep 
Score: -440707.968750 Penalty: 1352.783447
	Iteration 0F: 2 clusters Score -440708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -437280.968750 Penalty: 2705.566895
	Iteration 0F: 3 clusters Score -437281 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -438248.531250 Penalty: 2705.566895
	Iteration 1F: 3 clusters Score -438248.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -438471.562500 Penalty: 2705.566895
	Iteration 2F: 3 clusters Score -438471.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -438833.781250 Penalty: 2705.566895
	Iteration 3F: 3 clusters Score -438833.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -439290.750000 Penalty: 2705.566895
	Iteration 4F: 3 clusters Score -439290.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -439611.593750 Penalty: 2705.566895
	Iteration 5F: 3 clusters Score -439611.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -439819.093750 Penalty: 2705.566895
	Iteration 6F: 3 clusters Score -439819.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -439960.281250 Penalty: 2705.566895
	Iteration 7Q: 3 clusters Score -439960.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -440042.406250 Penalty: 2705.566895
	Iteration 8Q: 3 clusters Score -440042.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -440087.000000 Penalty: 2705.566895
	Iteration 9Q: 3 clusters Score -440087 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -440111.000000 Penalty: 2705.566895
	Iteration 10Q: 3 clusters Score -440111 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -440123.156250 Penalty: 2705.566895
	Iteration 11Q: 3 clusters Score -440123.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -440131.281250 Penalty: 2705.566895
	Iteration 12Q: 3 clusters Score -440131.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -440138.343750 Penalty: 2705.566895
	Iteration 13Q: 3 clusters Score -440138.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -440142.781250 Penalty: 2705.566895
	Iteration 14Q: 3 clusters Score -440142.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -440145.468750 Penalty: 2705.566895
	Iteration 15Q: 3 clusters Score -440145.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -440146.968750 Penalty: 2705.566895
	Iteration 16Q: 3 clusters Score -440147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -440147.468750 Penalty: 2705.566895
	Iteration 17Q: 3 clusters Score -440147.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -440147.468750 Penalty: 2705.566895
	Iteration 18F: 3 clusters Score -440147.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -45933.941406 Penalty: 1021.776978
	Iteration 0F: 2 clusters Score -45933.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -44885.121094 Penalty: 2043.553955
	Iteration 0F: 3 clusters Score -44885.12 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -45134.250000 Penalty: 2043.553955
	Iteration 1F: 3 clusters Score -45134.25 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -45245.683594 Penalty: 2043.553955
	Iteration 2F: 3 clusters Score -45245.68 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -45288.757812 Penalty: 2043.553955
	Iteration 3Q: 3 clusters Score -45288.76 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -45343.832031 Penalty: 2043.553955
	Iteration 4Q: 3 clusters Score -45343.83 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -45406.425781 Penalty: 2043.553955
	Iteration 5Q: 3 clusters Score -45406.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -45439.285156 Penalty: 2043.553955
	Iteration 6Q: 3 clusters Score -45439.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -45459.917969 Penalty: 2043.553955
	Iteration 7Q: 3 clusters Score -45459.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -45469.765625 Penalty: 2043.553955
	Iteration 8Q: 3 clusters Score -45469.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -45477.511719 Penalty: 2043.553955
	Iteration 9Q: 3 clusters Score -45477.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -45497.574219 Penalty: 2043.553955
	Iteration 10Q: 3 clusters Score -45497.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -45526.093750 Penalty: 2043.553955
	Iteration 11Q: 3 clusters Score -45526.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -45528.160156 Penalty: 2043.553955
	Iteration 12Q: 3 clusters Score -45528.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -45535.289062 Penalty: 2043.553955
	Iteration 13Q: 3 clusters Score -45535.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -45544.863281 Penalty: 2043.553955
	Iteration 14Q: 3 clusters Score -45544.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -45548.585938 Penalty: 2043.553955
	Iteration 15Q: 3 clusters Score -45548.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -45551.046875 Penalty: 2043.553955
	Iteration 16Q: 3 clusters Score -45551.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -45551.046875 Penalty: 2043.553955
	Iteration 17F: 3 clusters Score -45551.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Entering Unmasked Estep 
Score: -186402.109375 Penalty: 1226.896973
	Iteration 0F: 2 clusters Score -186402.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -184407.750000 Penalty: 2453.793945
	Iteration 0F: 3 clusters Score -184407.8 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -184887.296875 Penalty: 2453.793945
	Iteration 1F: 3 clusters Score -184887.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -185000.578125 Penalty: 2453.793945
	Iteration 2F: 3 clusters Score -185000.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -185091.406250 Penalty: 2453.793945
	Iteration 3F: 3 clusters Score -185091.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -185166.312500 Penalty: 2453.793945
	Iteration 4Q: 3 clusters Score -185166.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -185207.203125 Penalty: 2453.793945
	Iteration 5Q: 3 clusters Score -185207.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -185233.578125 Penalty: 2453.793945
	Iteration 6Q: 3 clusters Score -185233.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -185254.515625 Penalty: 2453.793945
	Iteration 7Q: 3 clusters Score -185254.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -185272.718750 Penalty: 2453.793945
	Iteration 8Q: 3 clusters Score -185272.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -185286.546875 Penalty: 2453.793945
	Iteration 9Q: 3 clusters Score -185286.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -185297.468750 Penalty: 2453.793945
	Iteration 10Q: 3 clusters Score -185297.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -185313.781250 Penalty: 2453.793945
	Iteration 11Q: 3 clusters Score -185313.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -185322.640625 Penalty: 2453.793945
	Iteration 12Q: 3 clusters Score -185322.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -185334.750000 Penalty: 2453.793945
	Iteration 13Q: 3 clusters Score -185334.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -185349.312500 Penalty: 2453.793945
	Iteration 14Q: 3 clusters Score -185349.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -185364.000000 Penalty: 2453.793945
	Iteration 15Q: 3 clusters Score -185364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -185376.531250 Penalty: 2453.793945
	Iteration 16Q: 3 clusters Score -185376.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -185388.109375 Penalty: 2453.793945
	Iteration 17Q: 3 clusters Score -185388.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -185393.921875 Penalty: 2453.793945
	Iteration 18Q: 3 clusters Score -185393.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -185412.265625 Penalty: 2453.793945
	Iteration 19Q: 3 clusters Score -185412.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -185428.203125 Penalty: 2453.793945
	Iteration 20F: 3 clusters Score -185428.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -185443.484375 Penalty: 2453.793945
	Iteration 21Q: 3 clusters Score -185443.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -185454.671875 Penalty: 2453.793945
	Iteration 22Q: 3 clusters Score -185454.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -185460.671875 Penalty: 2453.793945
	Iteration 23Q: 3 clusters Score -185460.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -185467.484375 Penalty: 2453.793945
	Iteration 24Q: 3 clusters Score -185467.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -185484.718750 Penalty: 2453.793945
	Iteration 25Q: 3 clusters Score -185484.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -185496.859375 Penalty: 2453.793945
	Iteration 26Q: 3 clusters Score -185496.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -185507.593750 Penalty: 2453.793945
	Iteration 27Q: 3 clusters Score -185507.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -185510.359375 Penalty: 2453.793945
	Iteration 28Q: 3 clusters Score -185510.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -185515.109375 Penalty: 2453.793945
	Iteration 29Q: 3 clusters Score -185515.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -185517.953125 Penalty: 2453.793945
	Iteration 30Q: 3 clusters Score -185518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -185523.281250 Penalty: 2453.793945
	Iteration 31Q: 3 clusters Score -185523.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -185530.859375 Penalty: 2453.793945
	Iteration 32Q: 3 clusters Score -185530.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -185541.859375 Penalty: 2453.793945
	Iteration 33Q: 3 clusters Score -185541.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -185546.796875 Penalty: 2453.793945
	Iteration 34Q: 3 clusters Score -185546.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -185552.250000 Penalty: 2453.793945
	Iteration 35Q: 3 clusters Score -185552.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -185557.406250 Penalty: 2453.793945
	Iteration 36Q: 3 clusters Score -185557.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -185561.734375 Penalty: 2453.793945
	Iteration 37Q: 3 clusters Score -185561.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -185574.515625 Penalty: 2453.793945
	Iteration 38Q: 3 clusters Score -185574.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -185586.343750 Penalty: 2453.793945
	Iteration 39Q: 3 clusters Score -185586.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -185597.593750 Penalty: 2453.793945
	Iteration 40F: 3 clusters Score -185597.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -185607.781250 Penalty: 2453.793945
	Iteration 41Q: 3 clusters Score -185607.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -185618.156250 Penalty: 2453.793945
	Iteration 42Q: 3 clusters Score -185618.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -185624.562500 Penalty: 2453.793945
	Iteration 43Q: 3 clusters Score -185624.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -185633.578125 Penalty: 2453.793945
	Iteration 44Q: 3 clusters Score -185633.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -185642.578125 Penalty: 2453.793945
	Iteration 45Q: 3 clusters Score -185642.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -185655.421875 Penalty: 2453.793945
	Iteration 46Q: 3 clusters Score -185655.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -185668.000000 Penalty: 2453.793945
	Iteration 47Q: 3 clusters Score -185668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -185680.906250 Penalty: 2453.793945
	Iteration 48Q: 3 clusters Score -185680.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -185690.265625 Penalty: 2453.793945
	Iteration 49Q: 3 clusters Score -185690.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -185694.500000 Penalty: 2453.793945
	Iteration 50Q: 3 clusters Score -185694.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -185698.953125 Penalty: 2453.793945
	Iteration 51Q: 3 clusters Score -185699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -185708.843750 Penalty: 2453.793945
	Iteration 52Q: 3 clusters Score -185708.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -185717.718750 Penalty: 2453.793945
	Iteration 53Q: 3 clusters Score -185717.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -185725.000000 Penalty: 2453.793945
	Iteration 54Q: 3 clusters Score -185725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -185728.062500 Penalty: 2453.793945
	Iteration 55Q: 3 clusters Score -185728.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -185729.578125 Penalty: 2453.793945
	Iteration 56Q: 3 clusters Score -185729.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -185738.328125 Penalty: 2453.793945
	Iteration 57Q: 3 clusters Score -185738.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -185758.218750 Penalty: 2453.793945
	Iteration 58Q: 3 clusters Score -185758.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -185773.656250 Penalty: 2453.793945
	Iteration 59Q: 3 clusters Score -185773.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -185787.546875 Penalty: 2453.793945
	Iteration 60F: 3 clusters Score -185787.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -185795.468750 Penalty: 2453.793945
	Iteration 61Q: 3 clusters Score -185795.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -185807.468750 Penalty: 2453.793945
	Iteration 62Q: 3 clusters Score -185807.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -185818.156250 Penalty: 2453.793945
	Iteration 63Q: 3 clusters Score -185818.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -185831.093750 Penalty: 2453.793945
	Iteration 64Q: 3 clusters Score -185831.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -185839.109375 Penalty: 2453.793945
	Iteration 65Q: 3 clusters Score -185839.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -185850.281250 Penalty: 2453.793945
	Iteration 66Q: 3 clusters Score -185850.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -185854.796875 Penalty: 2453.793945
	Iteration 67Q: 3 clusters Score -185854.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -185859.640625 Penalty: 2453.793945
	Iteration 68Q: 3 clusters Score -185859.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -185867.921875 Penalty: 2453.793945
	Iteration 69Q: 3 clusters Score -185867.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -185869.875000 Penalty: 2453.793945
	Iteration 70Q: 3 clusters Score -185869.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -185871.406250 Penalty: 2453.793945
	Iteration 71Q: 3 clusters Score -185871.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -185871.406250 Penalty: 2453.793945
	Iteration 72F: 3 clusters Score -185871.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Entering Unmasked Estep 
Score: -2901215.500000 Penalty: 1639.808350
	Iteration 0F: 2 clusters Score -2901216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -2885145.750000 Penalty: 3279.616699
	Iteration 0F: 3 clusters Score -2885146 nChanged 10992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -2890902.250000 Penalty: 3279.616699
	Iteration 1F: 3 clusters Score -2890902 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -2891158.000000 Penalty: 3279.616699
	Iteration 2Q: 3 clusters Score -2891158 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -2891415.750000 Penalty: 3279.616699
	Iteration 3Q: 3 clusters Score -2891416 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -2891624.750000 Penalty: 3279.616699
	Iteration 4Q: 3 clusters Score -2891625 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -2891820.500000 Penalty: 3279.616699
	Iteration 5Q: 3 clusters Score -2891820 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -2892026.000000 Penalty: 3279.616699
	Iteration 6Q: 3 clusters Score -2892026 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -2892273.750000 Penalty: 3279.616699
	Iteration 7Q: 3 clusters Score -2892274 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -2892641.250000 Penalty: 3279.616699
	Iteration 8Q: 3 clusters Score -2892641 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -2893254.750000 Penalty: 3279.616699
	Iteration 9Q: 3 clusters Score -2893255 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -2894500.250000 Penalty: 3279.616699
	Iteration 10F: 3 clusters Score -2894500 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -2896512.750000 Penalty: 3279.616699
	Iteration 11F: 3 clusters Score -2896513 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -2898063.500000 Penalty: 3279.616699
	Iteration 12F: 3 clusters Score -2898064 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -2898902.000000 Penalty: 3279.616699
	Iteration 13Q: 3 clusters Score -2898902 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -2899276.250000 Penalty: 3279.616699
	Iteration 14Q: 3 clusters Score -2899276 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -2899440.000000 Penalty: 3279.616699
	Iteration 15Q: 3 clusters Score -2899440 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -2899545.250000 Penalty: 3279.616699
	Iteration 16Q: 3 clusters Score -2899545 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -2899556.000000 Penalty: 3279.616699
	Iteration 17Q: 3 clusters Score -2899556 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -2899610.500000 Penalty: 3279.616699
	Iteration 18Q: 3 clusters Score -2899610 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -2899635.250000 Penalty: 3279.616699
	Iteration 19Q: 3 clusters Score -2899635 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -2899628.750000 Penalty: 3279.616699
	Iteration 20F: 3 clusters Score -2899629 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -2899598.500000 Penalty: 3279.616699
	Iteration 21Q: 3 clusters Score -2899598 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -2899528.500000 Penalty: 3279.616699
	Iteration 22Q: 3 clusters Score -2899528 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -2899502.000000 Penalty: 3279.616699
	Iteration 23Q: 3 clusters Score -2899502 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -2899570.500000 Penalty: 3279.616699
	Iteration 24Q: 3 clusters Score -2899570 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -2899511.750000 Penalty: 3279.616699
	Iteration 25Q: 3 clusters Score -2899512 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -2899502.750000 Penalty: 3279.616699
	Iteration 26Q: 3 clusters Score -2899503 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -2899438.500000 Penalty: 3279.616699
	Iteration 27Q: 3 clusters Score -2899438 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -2899339.750000 Penalty: 3279.616699
	Iteration 28Q: 3 clusters Score -2899340 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -2899325.250000 Penalty: 3279.616699
	Iteration 29Q: 3 clusters Score -2899325 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -2899417.250000 Penalty: 3279.616699
	Iteration 30Q: 3 clusters Score -2899417 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -2899370.750000 Penalty: 3279.616699
	Iteration 31Q: 3 clusters Score -2899371 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -2899381.250000 Penalty: 3279.616699
	Iteration 32Q: 3 clusters Score -2899381 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -2899366.250000 Penalty: 3279.616699
	Iteration 33Q: 3 clusters Score -2899366 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -2899400.750000 Penalty: 3279.616699
	Iteration 34Q: 3 clusters Score -2899401 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -2899417.500000 Penalty: 3279.616699
	Iteration 35Q: 3 clusters Score -2899418 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -2899429.250000 Penalty: 3279.616699
	Iteration 36Q: 3 clusters Score -2899429 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -2899481.750000 Penalty: 3279.616699
	Iteration 37Q: 3 clusters Score -2899482 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -2899494.750000 Penalty: 3279.616699
	Iteration 38Q: 3 clusters Score -2899495 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -2899482.000000 Penalty: 3279.616699
	Iteration 39Q: 3 clusters Score -2899482 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -2899453.500000 Penalty: 3279.616699
	Iteration 40F: 3 clusters Score -2899454 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -2899461.750000 Penalty: 3279.616699
	Iteration 41Q: 3 clusters Score -2899462 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -2899422.250000 Penalty: 3279.616699
	Iteration 42Q: 3 clusters Score -2899422 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -2899420.000000 Penalty: 3279.616699
	Iteration 43Q: 3 clusters Score -2899420 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -2899449.250000 Penalty: 3279.616699
	Iteration 44Q: 3 clusters Score -2899449 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -2899443.500000 Penalty: 3279.616699
	Iteration 45Q: 3 clusters Score -2899444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -2899439.250000 Penalty: 3279.616699
	Iteration 46Q: 3 clusters Score -2899439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -2899450.000000 Penalty: 3279.616699
	Iteration 47Q: 3 clusters Score -2899450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -2899438.500000 Penalty: 3279.616699
	Iteration 48Q: 3 clusters Score -2899438 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -2899438.750000 Penalty: 3279.616699
	Iteration 49Q: 3 clusters Score -2899439 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -2899397.500000 Penalty: 3279.616699
	Iteration 50Q: 3 clusters Score -2899398 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -2899398.500000 Penalty: 3279.616699
	Iteration 51Q: 3 clusters Score -2899398 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -2899395.500000 Penalty: 3279.616699
	Iteration 52Q: 3 clusters Score -2899396 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -2899422.250000 Penalty: 3279.616699
	Iteration 53Q: 3 clusters Score -2899422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -2899423.750000 Penalty: 3279.616699
	Iteration 54Q: 3 clusters Score -2899424 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -2899388.750000 Penalty: 3279.616699
	Iteration 55Q: 3 clusters Score -2899389 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -2899403.500000 Penalty: 3279.616699
	Iteration 56Q: 3 clusters Score -2899404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -2899394.000000 Penalty: 3279.616699
	Iteration 57Q: 3 clusters Score -2899394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -2899361.500000 Penalty: 3279.616699
	Iteration 58Q: 3 clusters Score -2899362 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -2899373.250000 Penalty: 3279.616699
	Iteration 59Q: 3 clusters Score -2899373 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -2899386.000000 Penalty: 3279.616699
	Iteration 60F: 3 clusters Score -2899386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -2899382.000000 Penalty: 3279.616699
	Iteration 61Q: 3 clusters Score -2899382 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -2899381.500000 Penalty: 3279.616699
	Iteration 62Q: 3 clusters Score -2899382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -2899385.500000 Penalty: 3279.616699
	Iteration 63Q: 3 clusters Score -2899386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -2899394.500000 Penalty: 3279.616699
	Iteration 64Q: 3 clusters Score -2899394 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -2899375.750000 Penalty: 3279.616699
	Iteration 65Q: 3 clusters Score -2899376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -2899362.500000 Penalty: 3279.616699
	Iteration 66Q: 3 clusters Score -2899362 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -2899370.750000 Penalty: 3279.616699
	Iteration 67Q: 3 clusters Score -2899371 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -2899369.750000 Penalty: 3279.616699
	Iteration 68Q: 3 clusters Score -2899370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -2899366.000000 Penalty: 3279.616699
	Iteration 69Q: 3 clusters Score -2899366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -2899377.750000 Penalty: 3279.616699
	Iteration 70Q: 3 clusters Score -2899378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -2899354.000000 Penalty: 3279.616699
	Iteration 71Q: 3 clusters Score -2899354 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -2899367.000000 Penalty: 3279.616699
	Iteration 72Q: 3 clusters Score -2899367 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -2899360.750000 Penalty: 3279.616699
	Iteration 73Q: 3 clusters Score -2899361 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -2899379.500000 Penalty: 3279.616699
	Iteration 74Q: 3 clusters Score -2899380 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -2899384.250000 Penalty: 3279.616699
	Iteration 75Q: 3 clusters Score -2899384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -2899355.500000 Penalty: 3279.616699
	Iteration 76Q: 3 clusters Score -2899356 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -2899384.000000 Penalty: 3279.616699
	Iteration 77Q: 3 clusters Score -2899384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -2899344.250000 Penalty: 3279.616699
	Iteration 78Q: 3 clusters Score -2899344 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -2899377.250000 Penalty: 3279.616699
	Iteration 79Q: 3 clusters Score -2899377 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -2899369.750000 Penalty: 3279.616699
	Iteration 80F: 3 clusters Score -2899370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -2899377.250000 Penalty: 3279.616699
	Iteration 81Q: 3 clusters Score -2899377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -2899364.750000 Penalty: 3279.616699
	Iteration 82Q: 3 clusters Score -2899365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -2899369.000000 Penalty: 3279.616699
	Iteration 83Q: 3 clusters Score -2899369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -2899363.000000 Penalty: 3279.616699
	Iteration 84Q: 3 clusters Score -2899363 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -2899377.250000 Penalty: 3279.616699
	Iteration 85Q: 3 clusters Score -2899377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -2899365.250000 Penalty: 3279.616699
	Iteration 86Q: 3 clusters Score -2899365 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -2899365.500000 Penalty: 3279.616699
	Iteration 87Q: 3 clusters Score -2899366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -2899305.250000 Penalty: 3279.616699
	Iteration 88Q: 3 clusters Score -2899305 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -2899364.500000 Penalty: 3279.616699
	Iteration 89Q: 3 clusters Score -2899364 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -2899359.000000 Penalty: 3279.616699
	Iteration 90Q: 3 clusters Score -2899359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -2899344.250000 Penalty: 3279.616699
	Iteration 91Q: 3 clusters Score -2899344 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -2899377.000000 Penalty: 3279.616699
	Iteration 92Q: 3 clusters Score -2899377 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -2899381.000000 Penalty: 3279.616699
	Iteration 93Q: 3 clusters Score -2899381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -2899370.750000 Penalty: 3279.616699
	Iteration 94Q: 3 clusters Score -2899371 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -2899376.000000 Penalty: 3279.616699
	Iteration 95Q: 3 clusters Score -2899376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -2899371.750000 Penalty: 3279.616699
	Iteration 96Q: 3 clusters Score -2899372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -2899379.500000 Penalty: 3279.616699
	Iteration 97Q: 3 clusters Score -2899380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -2899379.500000 Penalty: 3279.616699
	Iteration 98F: 3 clusters Score -2899380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -70985.335938 Penalty: 1062.447754
	Iteration 0F: 2 clusters Score -70985.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -69767.687500 Penalty: 2124.895508
	Iteration 0F: 3 clusters Score -69767.69 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -69986.937500 Penalty: 2124.895508
	Iteration 1F: 3 clusters Score -69986.94 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -70031.539062 Penalty: 2124.895508
	Iteration 2F: 3 clusters Score -70031.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -70056.937500 Penalty: 2124.895508
	Iteration 3Q: 3 clusters Score -70056.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -70068.414062 Penalty: 2124.895508
	Iteration 4Q: 3 clusters Score -70068.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -70080.820312 Penalty: 2124.895508
	Iteration 5Q: 3 clusters Score -70080.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -70088.054688 Penalty: 2124.895508
	Iteration 6Q: 3 clusters Score -70088.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -70093.453125 Penalty: 2124.895508
	Iteration 7Q: 3 clusters Score -70093.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -70095.757812 Penalty: 2124.895508
	Iteration 8Q: 3 clusters Score -70095.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -70101.890625 Penalty: 2124.895508
	Iteration 9Q: 3 clusters Score -70101.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -70105.828125 Penalty: 2124.895508
	Iteration 10Q: 3 clusters Score -70105.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -70116.039062 Penalty: 2124.895508
	Iteration 11Q: 3 clusters Score -70116.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -70120.781250 Penalty: 2124.895508
	Iteration 12Q: 3 clusters Score -70120.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -70123.742188 Penalty: 2124.895508
	Iteration 13Q: 3 clusters Score -70123.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -70126.265625 Penalty: 2124.895508
	Iteration 14Q: 3 clusters Score -70126.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -70126.914062 Penalty: 2124.895508
	Iteration 15Q: 3 clusters Score -70126.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -70129.812500 Penalty: 2124.895508
	Iteration 16Q: 3 clusters Score -70129.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -70134.156250 Penalty: 2124.895508
	Iteration 17Q: 3 clusters Score -70134.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -70135.703125 Penalty: 2124.895508
	Iteration 18Q: 3 clusters Score -70135.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -70136.335938 Penalty: 2124.895508
	Iteration 19Q: 3 clusters Score -70136.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -70136.335938 Penalty: 2124.895508
	Iteration 20F: 3 clusters Score -70136.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -13953.337891 Penalty: 893.954468
	Iteration 0F: 2 clusters Score -13953.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13238.608398 Penalty: 1787.908936
	Iteration 0F: 3 clusters Score -13238.61 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13359.333984 Penalty: 1787.908936
	Iteration 1F: 3 clusters Score -13359.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -13395.571289 Penalty: 1787.908936
	Iteration 2F: 3 clusters Score -13395.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -13442.344727 Penalty: 1787.908936
	Iteration 3F: 3 clusters Score -13442.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -13481.029297 Penalty: 1787.908936
	Iteration 4Q: 3 clusters Score -13481.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -13510.780273 Penalty: 1787.908936
	Iteration 5Q: 3 clusters Score -13510.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -13554.760742 Penalty: 1787.908936
	Iteration 6Q: 3 clusters Score -13554.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -13563.806641 Penalty: 1787.908936
	Iteration 7Q: 3 clusters Score -13563.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13573.913086 Penalty: 1787.908936
	Iteration 8Q: 3 clusters Score -13573.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -13575.365234 Penalty: 1787.908936
	Iteration 9Q: 3 clusters Score -13575.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13577.424805 Penalty: 1787.908936
	Iteration 10Q: 3 clusters Score -13577.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13577.424805 Penalty: 1787.908936
	Iteration 11F: 3 clusters Score -13577.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (144488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144488 members 
Entering Unmasked Estep 
Score: -17101284.000000 Penalty: 1930.654663
	Iteration 0F: 2 clusters Score -1.710128e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72465 members 
Mstep: Class 2 contains 72023 members 
Entering Unmasked Estep 
Score: -17022096.000000 Penalty: 3861.309326
	Iteration 0F: 3 clusters Score -1.70221e+07 nChanged 69695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74818 members 
Mstep: Class 2 contains 69670 members 
Entering Unmasked Estep 
Score: -17063150.000000 Penalty: 3861.309326
	Iteration 1F: 3 clusters Score -1.706315e+07 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76130 members 
Mstep: Class 2 contains 68358 members 
Entering Unmasked Estep 
Score: -17064308.000000 Penalty: 3861.309326
	Iteration 2Q: 3 clusters Score -1.706431e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77942 members 
Mstep: Class 2 contains 66546 members 
Entering Unmasked Estep 
Score: -17066072.000000 Penalty: 3861.309326
	Iteration 3Q: 3 clusters Score -1.706607e+07 nChanged 6560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80318 members 
Mstep: Class 2 contains 64170 members 
Entering Unmasked Estep 
Score: -17069314.000000 Penalty: 3861.309326
	Iteration 4Q: 3 clusters Score -1.706931e+07 nChanged 8005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83137 members 
Mstep: Class 2 contains 61351 members 
Entering Unmasked Estep 
Score: -17074896.000000 Penalty: 3861.309326
	Iteration 5F: 3 clusters Score -1.70749e+07 nChanged 9455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86092 members 
Mstep: Class 2 contains 58396 members 
Entering Unmasked Estep 
Score: -17082736.000000 Penalty: 3861.309326
	Iteration 6F: 3 clusters Score -1.708274e+07 nChanged 9609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88811 members 
Mstep: Class 2 contains 55677 members 
Entering Unmasked Estep 
Score: -17090436.000000 Penalty: 3861.309326
	Iteration 7F: 3 clusters Score -1.709044e+07 nChanged 8023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91210 members 
Mstep: Class 2 contains 53278 members 
Entering Unmasked Estep 
Score: -17095040.000000 Penalty: 3861.309326
	Iteration 8F: 3 clusters Score -1.709504e+07 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93836 members 
Mstep: Class 2 contains 50652 members 
Entering Unmasked Estep 
Score: -17097062.000000 Penalty: 3861.309326
	Iteration 9Q: 3 clusters Score -1.709706e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97111 members 
Mstep: Class 2 contains 47377 members 
Entering Unmasked Estep 
Score: -17097828.000000 Penalty: 3861.309326
	Iteration 10Q: 3 clusters Score -1.709783e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101045 members 
Mstep: Class 2 contains 43443 members 
Entering Unmasked Estep 
Score: -17098672.000000 Penalty: 3861.309326
	Iteration 11Q: 3 clusters Score -1.709867e+07 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105601 members 
Mstep: Class 2 contains 38887 members 
Entering Unmasked Estep 
Score: -17100082.000000 Penalty: 3861.309326
	Iteration 12Q: 3 clusters Score -1.710008e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109893 members 
Mstep: Class 2 contains 34595 members 
Entering Unmasked Estep 
Score: -17102530.000000 Penalty: 3861.309326
	Iteration 13Q: 3 clusters Score -1.710253e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113242 members 
Mstep: Class 2 contains 31246 members 
Entering Unmasked Estep 
Score: -17103688.000000 Penalty: 3861.309326
	Iteration 14Q: 3 clusters Score -1.710369e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116184 members 
Mstep: Class 2 contains 28304 members 
Entering Unmasked Estep 
Score: -17104992.000000 Penalty: 3861.309326
	Iteration 15Q: 3 clusters Score -1.710499e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118199 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -17105844.000000 Penalty: 3861.309326
	Iteration 16Q: 3 clusters Score -1.710584e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119334 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -17106586.000000 Penalty: 3861.309326
	Iteration 17Q: 3 clusters Score -1.710659e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120015 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -17107058.000000 Penalty: 3861.309326
	Iteration 18Q: 3 clusters Score -1.710706e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120539 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -17107600.000000 Penalty: 3861.309326
	Iteration 19Q: 3 clusters Score -1.71076e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120821 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -17108054.000000 Penalty: 3861.309326
	Iteration 20F: 3 clusters Score -1.710805e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121006 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -17108416.000000 Penalty: 3861.309326
	Iteration 21Q: 3 clusters Score -1.710842e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120992 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -17108878.000000 Penalty: 3861.309326
	Iteration 22Q: 3 clusters Score -1.710888e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120980 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -17109238.000000 Penalty: 3861.309326
	Iteration 23Q: 3 clusters Score -1.710924e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120936 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -17109666.000000 Penalty: 3861.309326
	Iteration 24Q: 3 clusters Score -1.710967e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120841 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -17110052.000000 Penalty: 3861.309326
	Iteration 25Q: 3 clusters Score -1.711005e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120810 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -17110360.000000 Penalty: 3861.309326
	Iteration 26Q: 3 clusters Score -1.711036e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120999 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -17110456.000000 Penalty: 3861.309326
	Iteration 27Q: 3 clusters Score -1.711046e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121384 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -17110478.000000 Penalty: 3861.309326
	Iteration 28Q: 3 clusters Score -1.711048e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121884 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -17110352.000000 Penalty: 3861.309326
	Iteration 29Q: 3 clusters Score -1.711035e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122334 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -17110186.000000 Penalty: 3861.309326
	Iteration 30Q: 3 clusters Score -1.711019e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122824 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -17110046.000000 Penalty: 3861.309326
	Iteration 31Q: 3 clusters Score -1.711005e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123094 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -17109956.000000 Penalty: 3861.309326
	Iteration 32Q: 3 clusters Score -1.710996e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123322 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -17109870.000000 Penalty: 3861.309326
	Iteration 33Q: 3 clusters Score -1.710987e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123590 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -17109792.000000 Penalty: 3861.309326
	Iteration 34Q: 3 clusters Score -1.710979e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123734 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -17109774.000000 Penalty: 3861.309326
	Iteration 35Q: 3 clusters Score -1.710977e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124033 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -17109712.000000 Penalty: 3861.309326
	Iteration 36Q: 3 clusters Score -1.710971e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124256 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -17109634.000000 Penalty: 3861.309326
	Iteration 37Q: 3 clusters Score -1.710963e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124336 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -17109642.000000 Penalty: 3861.309326
	Iteration 38Q: 3 clusters Score -1.710964e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124420 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -17109652.000000 Penalty: 3861.309326
	Iteration 39Q: 3 clusters Score -1.710965e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124470 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -17109630.000000 Penalty: 3861.309326
	Iteration 40F: 3 clusters Score -1.710963e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124503 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -17109588.000000 Penalty: 3861.309326
	Iteration 41Q: 3 clusters Score -1.710959e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124653 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -17109516.000000 Penalty: 3861.309326
	Iteration 42Q: 3 clusters Score -1.710952e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124762 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -17109486.000000 Penalty: 3861.309326
	Iteration 43Q: 3 clusters Score -1.710949e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124763 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -17109496.000000 Penalty: 3861.309326
	Iteration 44Q: 3 clusters Score -1.71095e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124802 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -17109478.000000 Penalty: 3861.309326
	Iteration 45Q: 3 clusters Score -1.710948e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124939 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -17109396.000000 Penalty: 3861.309326
	Iteration 46Q: 3 clusters Score -1.71094e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125059 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -17109382.000000 Penalty: 3861.309326
	Iteration 47Q: 3 clusters Score -1.710938e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125262 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -17109272.000000 Penalty: 3861.309326
	Iteration 48Q: 3 clusters Score -1.710927e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125342 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -17109232.000000 Penalty: 3861.309326
	Iteration 49Q: 3 clusters Score -1.710923e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125370 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -17109216.000000 Penalty: 3861.309326
	Iteration 50Q: 3 clusters Score -1.710922e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125335 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -17109244.000000 Penalty: 3861.309326
	Iteration 51Q: 3 clusters Score -1.710924e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125355 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -17109232.000000 Penalty: 3861.309326
	Iteration 52Q: 3 clusters Score -1.710923e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125362 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -17109234.000000 Penalty: 3861.309326
	Iteration 53Q: 3 clusters Score -1.710923e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125364 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -17109236.000000 Penalty: 3861.309326
	Iteration 54Q: 3 clusters Score -1.710924e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125334 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -17109256.000000 Penalty: 3861.309326
	Iteration 55Q: 3 clusters Score -1.710926e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125386 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -17109208.000000 Penalty: 3861.309326
	Iteration 56Q: 3 clusters Score -1.710921e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125331 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -17109236.000000 Penalty: 3861.309326
	Iteration 57Q: 3 clusters Score -1.710924e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125299 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -17109260.000000 Penalty: 3861.309326
	Iteration 58Q: 3 clusters Score -1.710926e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125285 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -17109266.000000 Penalty: 3861.309326
	Iteration 59Q: 3 clusters Score -1.710927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125281 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -17109270.000000 Penalty: 3861.309326
	Iteration 60F: 3 clusters Score -1.710927e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125287 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -17109264.000000 Penalty: 3861.309326
	Iteration 61Q: 3 clusters Score -1.710926e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125259 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -17109288.000000 Penalty: 3861.309326
	Iteration 62Q: 3 clusters Score -1.710929e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125321 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -17109244.000000 Penalty: 3861.309326
	Iteration 63Q: 3 clusters Score -1.710924e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125308 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -17109248.000000 Penalty: 3861.309326
	Iteration 64Q: 3 clusters Score -1.710925e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125281 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -17109250.000000 Penalty: 3861.309326
	Iteration 65Q: 3 clusters Score -1.710925e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125282 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -17109258.000000 Penalty: 3861.309326
	Iteration 66Q: 3 clusters Score -1.710926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125281 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -17109258.000000 Penalty: 3861.309326
	Iteration 67Q: 3 clusters Score -1.710926e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125281 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -17109258.000000 Penalty: 3861.309326
	Iteration 68F: 3 clusters Score -1.710926e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 3508 members 
Mstep: Class 3 contains 41931 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34184 members 
Mstep: Class 6 contains 74158 members 
Mstep: Class 7 contains 8788 members 
Mstep: Class 8 contains 36433 members 
Mstep: Class 9 contains 31914 members 
Mstep: Class 10 contains 16213 members 
Mstep: Class 11 contains 8083 members 
Mstep: Class 12 contains 59838 members 
Mstep: Class 13 contains 4125 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1901 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 125281 members 
Mstep: Class 20 contains 52292 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37735 members 
Mstep: Class 23 contains 9593 members 
Mstep: Class 24 contains 16316 members 
Mstep: Class 25 contains 82298 members 
Mstep: Class 26 contains 25698 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 820 members 
Mstep: Class 29 contains 2572 members 
Mstep: Class 30 contains 55380 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 46838 members 
Mstep: Class 34 contains 1341 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 81922 members 
Mstep: Class 38 contains 12815 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10666 members 
Mstep: Class 41 contains 142306 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 63764 members 
Mstep: Class 45 contains 192006 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 52585 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 43004 members 
Mstep: Class 50 contains 104405 members 
Mstep: Class 51 contains 773 members 
Mstep: Class 52 contains 57294 members 
Mstep: Class 53 contains 52877 members 
Mstep: Class 54 contains 17745 members 
Mstep: Class 55 contains 5776 members 
Mstep: Class 56 contains 34099 members 
Mstep: Class 57 contains 12262 members 
Mstep: Class 58 contains 19207 members 
Entering Unmasked Estep 
Score: -194732480.000000 Penalty: 135338.375000
Splitting cluster 19 changes total score from -194725904.000000 to -194732480.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 20 (52292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52292 members 
Entering Unmasked Estep 
Score: -6246839.000000 Penalty: 1765.497192
	Iteration 0F: 2 clusters Score -6246839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26280 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -6212116.000000 Penalty: 3530.994385
	Iteration 0F: 3 clusters Score -6212116 nChanged 24540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -6226173.000000 Penalty: 3530.994385
	Iteration 1F: 3 clusters Score -6226173 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -6226800.500000 Penalty: 3530.994385
	Iteration 2Q: 3 clusters Score -6226800 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -6227607.500000 Penalty: 3530.994385
	Iteration 3Q: 3 clusters Score -6227608 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32806 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -6228867.500000 Penalty: 3530.994385
	Iteration 4Q: 3 clusters Score -6228868 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36171 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -6230972.000000 Penalty: 3530.994385
	Iteration 5F: 3 clusters Score -6230972 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40342 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -6234144.000000 Penalty: 3530.994385
	Iteration 6F: 3 clusters Score -6234144 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44916 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -6238375.500000 Penalty: 3530.994385
	Iteration 7F: 3 clusters Score -6238376 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48694 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -6242013.000000 Penalty: 3530.994385
	Iteration 8F: 3 clusters Score -6242013 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50839 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -6244004.500000 Penalty: 3530.994385
	Iteration 9Q: 3 clusters Score -6244004 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51727 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -6244798.500000 Penalty: 3530.994385
	Iteration 10Q: 3 clusters Score -6244798 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52006 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -6245061.000000 Penalty: 3530.994385
	Iteration 11Q: 3 clusters Score -6245061 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52094 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -6245159.000000 Penalty: 3530.994385
	Iteration 12Q: 3 clusters Score -6245159 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52119 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -6245215.500000 Penalty: 3530.994385
	Iteration 13Q: 3 clusters Score -6245216 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52126 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -6245250.500000 Penalty: 3530.994385
	Iteration 14Q: 3 clusters Score -6245250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52135 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -6245287.500000 Penalty: 3530.994385
	Iteration 15Q: 3 clusters Score -6245288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52138 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -6245301.500000 Penalty: 3530.994385
	Iteration 16Q: 3 clusters Score -6245302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52137 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -6245302.500000 Penalty: 3530.994385
	Iteration 17Q: 3 clusters Score -6245302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52135 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -6245303.000000 Penalty: 3530.994385
	Iteration 18Q: 3 clusters Score -6245303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52134 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -6245297.000000 Penalty: 3530.994385
	Iteration 19Q: 3 clusters Score -6245297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52134 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -6245297.000000 Penalty: 3530.994385
	Iteration 20F: 3 clusters Score -6245297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Entering Unmasked Estep 
Score: -56001.183594 Penalty: 1025.656860
	Iteration 0F: 2 clusters Score -56001.18 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 286 members 
Entering Unmasked Estep 
Score: -54870.917969 Penalty: 2051.313721
	Iteration 0F: 3 clusters Score -54870.92 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -55013.265625 Penalty: 2051.313721
	Iteration 1F: 3 clusters Score -55013.27 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -55077.078125 Penalty: 2051.313721
	Iteration 2F: 3 clusters Score -55077.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -55103.210938 Penalty: 2051.313721
	Iteration 3Q: 3 clusters Score -55103.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -55117.679688 Penalty: 2051.313721
	Iteration 4Q: 3 clusters Score -55117.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -55126.308594 Penalty: 2051.313721
	Iteration 5Q: 3 clusters Score -55126.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -55135.527344 Penalty: 2051.313721
	Iteration 6Q: 3 clusters Score -55135.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -55142.109375 Penalty: 2051.313721
	Iteration 7Q: 3 clusters Score -55142.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -55149.265625 Penalty: 2051.313721
	Iteration 8Q: 3 clusters Score -55149.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -55152.101562 Penalty: 2051.313721
	Iteration 9Q: 3 clusters Score -55152.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -55154.382812 Penalty: 2051.313721
	Iteration 10Q: 3 clusters Score -55154.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -55157.382812 Penalty: 2051.313721
	Iteration 11Q: 3 clusters Score -55157.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -55157.382812 Penalty: 2051.313721
	Iteration 12F: 3 clusters Score -55157.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (37735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37735 members 
Entering Unmasked Estep 
Score: -4327426.000000 Penalty: 1712.480835
	Iteration 0F: 2 clusters Score -4327426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -4302120.000000 Penalty: 3424.961670
	Iteration 0F: 3 clusters Score -4302120 nChanged 17573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -4311986.500000 Penalty: 3424.961670
	Iteration 1F: 3 clusters Score -4311986 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -4312460.500000 Penalty: 3424.961670
	Iteration 2Q: 3 clusters Score -4312460 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -4312946.500000 Penalty: 3424.961670
	Iteration 3Q: 3 clusters Score -4312946 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -4313465.500000 Penalty: 3424.961670
	Iteration 4Q: 3 clusters Score -4313466 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -4314132.000000 Penalty: 3424.961670
	Iteration 5Q: 3 clusters Score -4314132 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -4315042.500000 Penalty: 3424.961670
	Iteration 6Q: 3 clusters Score -4315042 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -4316346.000000 Penalty: 3424.961670
	Iteration 7F: 3 clusters Score -4316346 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -4318043.500000 Penalty: 3424.961670
	Iteration 8F: 3 clusters Score -4318044 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30503 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -4319907.500000 Penalty: 3424.961670
	Iteration 9F: 3 clusters Score -4319908 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32544 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -4321780.500000 Penalty: 3424.961670
	Iteration 10F: 3 clusters Score -4321780 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -4323208.000000 Penalty: 3424.961670
	Iteration 11Q: 3 clusters Score -4323208 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -4324126.500000 Penalty: 3424.961670
	Iteration 12Q: 3 clusters Score -4324126 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35758 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -4324725.500000 Penalty: 3424.961670
	Iteration 13Q: 3 clusters Score -4324726 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36198 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -4325069.000000 Penalty: 3424.961670
	Iteration 14Q: 3 clusters Score -4325069 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36501 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -4325314.000000 Penalty: 3424.961670
	Iteration 15Q: 3 clusters Score -4325314 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36712 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -4325473.500000 Penalty: 3424.961670
	Iteration 16Q: 3 clusters Score -4325474 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36859 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -4325586.500000 Penalty: 3424.961670
	Iteration 17Q: 3 clusters Score -4325586 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -4325676.000000 Penalty: 3424.961670
	Iteration 18Q: 3 clusters Score -4325676 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -4325750.000000 Penalty: 3424.961670
	Iteration 19Q: 3 clusters Score -4325750 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -4325802.000000 Penalty: 3424.961670
	Iteration 20F: 3 clusters Score -4325802 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37203 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4325861.500000 Penalty: 3424.961670
	Iteration 21Q: 3 clusters Score -4325862 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37235 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4325898.000000 Penalty: 3424.961670
	Iteration 22Q: 3 clusters Score -4325898 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37263 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4325925.000000 Penalty: 3424.961670
	Iteration 23Q: 3 clusters Score -4325925 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37278 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4325934.000000 Penalty: 3424.961670
	Iteration 24Q: 3 clusters Score -4325934 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37293 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -4325941.500000 Penalty: 3424.961670
	Iteration 25Q: 3 clusters Score -4325942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -4325951.000000 Penalty: 3424.961670
	Iteration 26Q: 3 clusters Score -4325951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4325958.500000 Penalty: 3424.961670
	Iteration 27Q: 3 clusters Score -4325958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37307 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4325959.500000 Penalty: 3424.961670
	Iteration 28Q: 3 clusters Score -4325960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37308 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4325967.000000 Penalty: 3424.961670
	Iteration 29Q: 3 clusters Score -4325967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37310 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4325968.000000 Penalty: 3424.961670
	Iteration 30Q: 3 clusters Score -4325968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37312 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -4325969.000000 Penalty: 3424.961670
	Iteration 31Q: 3 clusters Score -4325969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37312 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -4325969.000000 Penalty: 3424.961670
	Iteration 32F: 3 clusters Score -4325969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Entering Unmasked Estep 
Score: -1117581.500000 Penalty: 1489.928223
	Iteration 0F: 2 clusters Score -1117582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1110751.000000 Penalty: 2979.856445
	Iteration 0F: 3 clusters Score -1110751 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1113233.375000 Penalty: 2979.856445
	Iteration 1F: 3 clusters Score -1113233 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1113667.000000 Penalty: 2979.856445
	Iteration 2F: 3 clusters Score -1113667 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1114093.750000 Penalty: 2979.856445
	Iteration 3F: 3 clusters Score -1114094 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1114548.750000 Penalty: 2979.856445
	Iteration 4F: 3 clusters Score -1114549 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1115022.250000 Penalty: 2979.856445
	Iteration 5F: 3 clusters Score -1115022 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1115440.750000 Penalty: 2979.856445
	Iteration 6F: 3 clusters Score -1115441 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1115775.500000 Penalty: 2979.856445
	Iteration 7Q: 3 clusters Score -1115776 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1115985.875000 Penalty: 2979.856445
	Iteration 8Q: 3 clusters Score -1115986 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1116104.750000 Penalty: 2979.856445
	Iteration 9Q: 3 clusters Score -1116105 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1116171.750000 Penalty: 2979.856445
	Iteration 10Q: 3 clusters Score -1116172 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1116210.625000 Penalty: 2979.856445
	Iteration 11Q: 3 clusters Score -1116211 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1116232.125000 Penalty: 2979.856445
	Iteration 12Q: 3 clusters Score -1116232 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1116254.750000 Penalty: 2979.856445
	Iteration 13Q: 3 clusters Score -1116255 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1116273.750000 Penalty: 2979.856445
	Iteration 14Q: 3 clusters Score -1116274 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1116284.375000 Penalty: 2979.856445
	Iteration 15Q: 3 clusters Score -1116284 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1116296.250000 Penalty: 2979.856445
	Iteration 16Q: 3 clusters Score -1116296 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1116302.625000 Penalty: 2979.856445
	Iteration 17Q: 3 clusters Score -1116303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1116310.125000 Penalty: 2979.856445
	Iteration 18Q: 3 clusters Score -1116310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1116313.750000 Penalty: 2979.856445
	Iteration 19Q: 3 clusters Score -1116314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1116314.500000 Penalty: 2979.856445
	Iteration 20F: 3 clusters Score -1116314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1116318.250000 Penalty: 2979.856445
	Iteration 21Q: 3 clusters Score -1116318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1116324.250000 Penalty: 2979.856445
	Iteration 22Q: 3 clusters Score -1116324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1116330.000000 Penalty: 2979.856445
	Iteration 23Q: 3 clusters Score -1116330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1116333.750000 Penalty: 2979.856445
	Iteration 24Q: 3 clusters Score -1116334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1116337.000000 Penalty: 2979.856445
	Iteration 25Q: 3 clusters Score -1116337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1116340.125000 Penalty: 2979.856445
	Iteration 26Q: 3 clusters Score -1116340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1116340.875000 Penalty: 2979.856445
	Iteration 27Q: 3 clusters Score -1116341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1116343.750000 Penalty: 2979.856445
	Iteration 28Q: 3 clusters Score -1116344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1116344.000000 Penalty: 2979.856445
	Iteration 29Q: 3 clusters Score -1116344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1116347.125000 Penalty: 2979.856445
	Iteration 30Q: 3 clusters Score -1116347 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1116348.875000 Penalty: 2979.856445
	Iteration 31Q: 3 clusters Score -1116349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1116349.750000 Penalty: 2979.856445
	Iteration 32Q: 3 clusters Score -1116350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1116351.625000 Penalty: 2979.856445
	Iteration 33Q: 3 clusters Score -1116352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1116352.875000 Penalty: 2979.856445
	Iteration 34Q: 3 clusters Score -1116353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1116351.500000 Penalty: 2979.856445
	Iteration 35Q: 3 clusters Score -1116352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1116353.000000 Penalty: 2979.856445
	Iteration 36Q: 3 clusters Score -1116353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1116353.500000 Penalty: 2979.856445
	Iteration 37Q: 3 clusters Score -1116354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1116352.375000 Penalty: 2979.856445
	Iteration 38Q: 3 clusters Score -1116352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1116353.250000 Penalty: 2979.856445
	Iteration 39Q: 3 clusters Score -1116353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1116352.625000 Penalty: 2979.856445
	Iteration 40F: 3 clusters Score -1116353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1116353.750000 Penalty: 2979.856445
	Iteration 41Q: 3 clusters Score -1116354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1116353.750000 Penalty: 2979.856445
	Iteration 42F: 3 clusters Score -1116354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Entering Unmasked Estep 
Score: -1914222.125000 Penalty: 1576.234009
	Iteration 0F: 2 clusters Score -1914222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1902837.000000 Penalty: 3152.468018
	Iteration 0F: 3 clusters Score -1902837 nChanged 7344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1906731.625000 Penalty: 3152.468018
	Iteration 1F: 3 clusters Score -1906732 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1906988.500000 Penalty: 3152.468018
	Iteration 2Q: 3 clusters Score -1906988 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1907186.875000 Penalty: 3152.468018
	Iteration 3Q: 3 clusters Score -1907187 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1907357.750000 Penalty: 3152.468018
	Iteration 4Q: 3 clusters Score -1907358 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1907530.375000 Penalty: 3152.468018
	Iteration 5Q: 3 clusters Score -1907530 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1907771.875000 Penalty: 3152.468018
	Iteration 6Q: 3 clusters Score -1907772 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1908122.125000 Penalty: 3152.468018
	Iteration 7Q: 3 clusters Score -1908122 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1908611.375000 Penalty: 3152.468018
	Iteration 8F: 3 clusters Score -1908611 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1909345.750000 Penalty: 3152.468018
	Iteration 9F: 3 clusters Score -1909346 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1910297.875000 Penalty: 3152.468018
	Iteration 10F: 3 clusters Score -1910298 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1911248.750000 Penalty: 3152.468018
	Iteration 11F: 3 clusters Score -1911249 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1911960.625000 Penalty: 3152.468018
	Iteration 12Q: 3 clusters Score -1911961 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1912373.125000 Penalty: 3152.468018
	Iteration 13Q: 3 clusters Score -1912373 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1912600.250000 Penalty: 3152.468018
	Iteration 14Q: 3 clusters Score -1912600 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1912697.125000 Penalty: 3152.468018
	Iteration 15Q: 3 clusters Score -1912697 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1912751.250000 Penalty: 3152.468018
	Iteration 16Q: 3 clusters Score -1912751 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1912783.125000 Penalty: 3152.468018
	Iteration 17Q: 3 clusters Score -1912783 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1912801.125000 Penalty: 3152.468018
	Iteration 18Q: 3 clusters Score -1912801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1912808.750000 Penalty: 3152.468018
	Iteration 19Q: 3 clusters Score -1912809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1912811.750000 Penalty: 3152.468018
	Iteration 20F: 3 clusters Score -1912812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1912811.250000 Penalty: 3152.468018
	Iteration 21Q: 3 clusters Score -1912811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1912813.000000 Penalty: 3152.468018
	Iteration 22Q: 3 clusters Score -1912813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1912815.500000 Penalty: 3152.468018
	Iteration 23Q: 3 clusters Score -1912816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1912821.500000 Penalty: 3152.468018
	Iteration 24Q: 3 clusters Score -1912822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1912823.875000 Penalty: 3152.468018
	Iteration 25Q: 3 clusters Score -1912824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1912823.875000 Penalty: 3152.468018
	Iteration 26F: 3 clusters Score -1912824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (82298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82298 members 
Entering Unmasked Estep 
Score: -9811383.000000 Penalty: 1839.191528
	Iteration 0F: 2 clusters Score -9811383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41288 members 
Mstep: Class 2 contains 41010 members 
Entering Unmasked Estep 
Score: -9756535.000000 Penalty: 3678.383057
	Iteration 0F: 3 clusters Score -9756535 nChanged 39082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43998 members 
Mstep: Class 2 contains 38300 members 
Entering Unmasked Estep 
Score: -9779624.000000 Penalty: 3678.383057
	Iteration 1F: 3 clusters Score -9779624 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45684 members 
Mstep: Class 2 contains 36614 members 
Entering Unmasked Estep 
Score: -9780868.000000 Penalty: 3678.383057
	Iteration 2Q: 3 clusters Score -9780868 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48165 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -9782740.000000 Penalty: 3678.383057
	Iteration 3F: 3 clusters Score -9782740 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51736 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -9785852.000000 Penalty: 3678.383057
	Iteration 4F: 3 clusters Score -9785852 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56426 members 
Mstep: Class 2 contains 25872 members 
Entering Unmasked Estep 
Score: -9790432.000000 Penalty: 3678.383057
	Iteration 5F: 3 clusters Score -9790432 nChanged 6334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61460 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -9796238.000000 Penalty: 3678.383057
	Iteration 6F: 3 clusters Score -9796238 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65553 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -9801755.000000 Penalty: 3678.383057
	Iteration 7F: 3 clusters Score -9801755 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67886 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -9805216.000000 Penalty: 3678.383057
	Iteration 8Q: 3 clusters Score -9805216 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69106 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -9806624.000000 Penalty: 3678.383057
	Iteration 9Q: 3 clusters Score -9806624 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69980 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -9807263.000000 Penalty: 3678.383057
	Iteration 10Q: 3 clusters Score -9807263 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70705 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -9807632.000000 Penalty: 3678.383057
	Iteration 11Q: 3 clusters Score -9807632 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71372 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -9807883.000000 Penalty: 3678.383057
	Iteration 12Q: 3 clusters Score -9807883 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71931 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -9808057.000000 Penalty: 3678.383057
	Iteration 13Q: 3 clusters Score -9808057 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72455 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -9808200.000000 Penalty: 3678.383057
	Iteration 14Q: 3 clusters Score -9808200 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72923 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -9808316.000000 Penalty: 3678.383057
	Iteration 15Q: 3 clusters Score -9808316 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73366 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -9808430.000000 Penalty: 3678.383057
	Iteration 16Q: 3 clusters Score -9808430 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73771 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -9808499.000000 Penalty: 3678.383057
	Iteration 17Q: 3 clusters Score -9808499 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74175 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -9808549.000000 Penalty: 3678.383057
	Iteration 18Q: 3 clusters Score -9808549 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74604 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -9808633.000000 Penalty: 3678.383057
	Iteration 19Q: 3 clusters Score -9808633 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75014 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -9808734.000000 Penalty: 3678.383057
	Iteration 20F: 3 clusters Score -9808734 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75407 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -9808771.000000 Penalty: 3678.383057
	Iteration 21Q: 3 clusters Score -9808771 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75793 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -9808872.000000 Penalty: 3678.383057
	Iteration 22Q: 3 clusters Score -9808872 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76187 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -9808961.000000 Penalty: 3678.383057
	Iteration 23Q: 3 clusters Score -9808961 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76534 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -9809030.000000 Penalty: 3678.383057
	Iteration 24Q: 3 clusters Score -9809030 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76896 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -9809130.000000 Penalty: 3678.383057
	Iteration 25Q: 3 clusters Score -9809130 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77244 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -9809247.000000 Penalty: 3678.383057
	Iteration 26Q: 3 clusters Score -9809247 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77575 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -9809288.000000 Penalty: 3678.383057
	Iteration 27Q: 3 clusters Score -9809288 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77906 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -9809421.000000 Penalty: 3678.383057
	Iteration 28Q: 3 clusters Score -9809421 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78232 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -9809484.000000 Penalty: 3678.383057
	Iteration 29Q: 3 clusters Score -9809484 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78538 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -9809589.000000 Penalty: 3678.383057
	Iteration 30Q: 3 clusters Score -9809589 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78840 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -9809672.000000 Penalty: 3678.383057
	Iteration 31Q: 3 clusters Score -9809672 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79137 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -9809772.000000 Penalty: 3678.383057
	Iteration 32Q: 3 clusters Score -9809772 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79405 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -9809894.000000 Penalty: 3678.383057
	Iteration 33Q: 3 clusters Score -9809894 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79636 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -9810051.000000 Penalty: 3678.383057
	Iteration 34Q: 3 clusters Score -9810051 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79843 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -9810146.000000 Penalty: 3678.383057
	Iteration 35Q: 3 clusters Score -9810146 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80005 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -9810228.000000 Penalty: 3678.383057
	Iteration 36Q: 3 clusters Score -9810228 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80148 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -9810291.000000 Penalty: 3678.383057
	Iteration 37Q: 3 clusters Score -9810291 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80254 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -9810338.000000 Penalty: 3678.383057
	Iteration 38Q: 3 clusters Score -9810338 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80343 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -9810375.000000 Penalty: 3678.383057
	Iteration 39Q: 3 clusters Score -9810375 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80397 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -9810399.000000 Penalty: 3678.383057
	Iteration 40F: 3 clusters Score -9810399 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80437 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -9810414.000000 Penalty: 3678.383057
	Iteration 41Q: 3 clusters Score -9810414 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80465 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -9810416.000000 Penalty: 3678.383057
	Iteration 42Q: 3 clusters Score -9810416 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80497 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -9810419.000000 Penalty: 3678.383057
	Iteration 43Q: 3 clusters Score -9810419 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80520 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -9810429.000000 Penalty: 3678.383057
	Iteration 44Q: 3 clusters Score -9810429 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80532 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -9810425.000000 Penalty: 3678.383057
	Iteration 45Q: 3 clusters Score -9810425 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80549 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -9810426.000000 Penalty: 3678.383057
	Iteration 46Q: 3 clusters Score -9810426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80558 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -9810430.000000 Penalty: 3678.383057
	Iteration 47Q: 3 clusters Score -9810430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80563 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -9810442.000000 Penalty: 3678.383057
	Iteration 48Q: 3 clusters Score -9810442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80567 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -9810436.000000 Penalty: 3678.383057
	Iteration 49Q: 3 clusters Score -9810436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80571 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -9810435.000000 Penalty: 3678.383057
	Iteration 50Q: 3 clusters Score -9810435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80573 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -9810433.000000 Penalty: 3678.383057
	Iteration 51Q: 3 clusters Score -9810433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80576 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -9810433.000000 Penalty: 3678.383057
	Iteration 52Q: 3 clusters Score -9810433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80581 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -9810446.000000 Penalty: 3678.383057
	Iteration 53Q: 3 clusters Score -9810446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80581 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -9810446.000000 Penalty: 3678.383057
	Iteration 54Q: 3 clusters Score -9810446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80587 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -9810454.000000 Penalty: 3678.383057
	Iteration 55Q: 3 clusters Score -9810454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80585 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -9810450.000000 Penalty: 3678.383057
	Iteration 56Q: 3 clusters Score -9810450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80586 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -9810453.000000 Penalty: 3678.383057
	Iteration 57Q: 3 clusters Score -9810453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80586 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -9810453.000000 Penalty: 3678.383057
	Iteration 58F: 3 clusters Score -9810453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (25698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Entering Unmasked Estep 
Score: -2832524.500000 Penalty: 1650.052368
	Iteration 0F: 2 clusters Score -2832524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -2815285.250000 Penalty: 3300.104736
	Iteration 0F: 3 clusters Score -2815285 nChanged 11707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -2821890.750000 Penalty: 3300.104736
	Iteration 1F: 3 clusters Score -2821891 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -2822453.250000 Penalty: 3300.104736
	Iteration 2F: 3 clusters Score -2822453 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -2823062.500000 Penalty: 3300.104736
	Iteration 3F: 3 clusters Score -2823062 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -2823712.500000 Penalty: 3300.104736
	Iteration 4F: 3 clusters Score -2823712 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -2824382.750000 Penalty: 3300.104736
	Iteration 5F: 3 clusters Score -2824383 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -2825066.250000 Penalty: 3300.104736
	Iteration 6F: 3 clusters Score -2825066 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -2825798.250000 Penalty: 3300.104736
	Iteration 7Q: 3 clusters Score -2825798 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -2826509.500000 Penalty: 3300.104736
	Iteration 8Q: 3 clusters Score -2826510 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -2827044.000000 Penalty: 3300.104736
	Iteration 9Q: 3 clusters Score -2827044 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -2827347.750000 Penalty: 3300.104736
	Iteration 10Q: 3 clusters Score -2827348 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -2827513.250000 Penalty: 3300.104736
	Iteration 11Q: 3 clusters Score -2827513 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -2827595.750000 Penalty: 3300.104736
	Iteration 12Q: 3 clusters Score -2827596 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -2827635.000000 Penalty: 3300.104736
	Iteration 13Q: 3 clusters Score -2827635 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -2827693.500000 Penalty: 3300.104736
	Iteration 14Q: 3 clusters Score -2827694 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -2827727.250000 Penalty: 3300.104736
	Iteration 15Q: 3 clusters Score -2827727 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -2827781.500000 Penalty: 3300.104736
	Iteration 16Q: 3 clusters Score -2827782 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -2827829.250000 Penalty: 3300.104736
	Iteration 17Q: 3 clusters Score -2827829 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -2827874.750000 Penalty: 3300.104736
	Iteration 18Q: 3 clusters Score -2827875 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -2827933.750000 Penalty: 3300.104736
	Iteration 19Q: 3 clusters Score -2827934 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -2828006.000000 Penalty: 3300.104736
	Iteration 20F: 3 clusters Score -2828006 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -2828084.000000 Penalty: 3300.104736
	Iteration 21Q: 3 clusters Score -2828084 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -2828180.250000 Penalty: 3300.104736
	Iteration 22Q: 3 clusters Score -2828180 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -2828309.500000 Penalty: 3300.104736
	Iteration 23Q: 3 clusters Score -2828310 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -2828434.500000 Penalty: 3300.104736
	Iteration 24Q: 3 clusters Score -2828434 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -2828574.500000 Penalty: 3300.104736
	Iteration 25Q: 3 clusters Score -2828574 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -2828680.250000 Penalty: 3300.104736
	Iteration 26Q: 3 clusters Score -2828680 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -2828834.750000 Penalty: 3300.104736
	Iteration 27Q: 3 clusters Score -2828835 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -2828983.750000 Penalty: 3300.104736
	Iteration 28Q: 3 clusters Score -2828984 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -2829143.250000 Penalty: 3300.104736
	Iteration 29Q: 3 clusters Score -2829143 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -2829299.250000 Penalty: 3300.104736
	Iteration 30Q: 3 clusters Score -2829299 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -2829449.500000 Penalty: 3300.104736
	Iteration 31Q: 3 clusters Score -2829450 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -2829575.500000 Penalty: 3300.104736
	Iteration 32Q: 3 clusters Score -2829576 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -2829722.750000 Penalty: 3300.104736
	Iteration 33Q: 3 clusters Score -2829723 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -2829867.250000 Penalty: 3300.104736
	Iteration 34Q: 3 clusters Score -2829867 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -2830002.000000 Penalty: 3300.104736
	Iteration 35Q: 3 clusters Score -2830002 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -2830122.000000 Penalty: 3300.104736
	Iteration 36Q: 3 clusters Score -2830122 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -2830252.250000 Penalty: 3300.104736
	Iteration 37Q: 3 clusters Score -2830252 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -2830357.250000 Penalty: 3300.104736
	Iteration 38Q: 3 clusters Score -2830357 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -2830455.750000 Penalty: 3300.104736
	Iteration 39Q: 3 clusters Score -2830456 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -2830529.000000 Penalty: 3300.104736
	Iteration 40F: 3 clusters Score -2830529 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -2830598.750000 Penalty: 3300.104736
	Iteration 41Q: 3 clusters Score -2830599 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2830648.250000 Penalty: 3300.104736
	Iteration 42Q: 3 clusters Score -2830648 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2830702.000000 Penalty: 3300.104736
	Iteration 43Q: 3 clusters Score -2830702 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -2830734.250000 Penalty: 3300.104736
	Iteration 44Q: 3 clusters Score -2830734 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2830782.500000 Penalty: 3300.104736
	Iteration 45Q: 3 clusters Score -2830782 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2830820.500000 Penalty: 3300.104736
	Iteration 46Q: 3 clusters Score -2830820 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -2830863.750000 Penalty: 3300.104736
	Iteration 47Q: 3 clusters Score -2830864 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2830894.250000 Penalty: 3300.104736
	Iteration 48Q: 3 clusters Score -2830894 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2830911.750000 Penalty: 3300.104736
	Iteration 49Q: 3 clusters Score -2830912 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2830934.000000 Penalty: 3300.104736
	Iteration 50Q: 3 clusters Score -2830934 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2830940.750000 Penalty: 3300.104736
	Iteration 51Q: 3 clusters Score -2830941 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2830943.750000 Penalty: 3300.104736
	Iteration 52Q: 3 clusters Score -2830944 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2830952.750000 Penalty: 3300.104736
	Iteration 53Q: 3 clusters Score -2830953 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2830964.000000 Penalty: 3300.104736
	Iteration 54Q: 3 clusters Score -2830964 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2830975.750000 Penalty: 3300.104736
	Iteration 55Q: 3 clusters Score -2830976 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2830985.500000 Penalty: 3300.104736
	Iteration 56Q: 3 clusters Score -2830986 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2830994.750000 Penalty: 3300.104736
	Iteration 57Q: 3 clusters Score -2830995 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2831004.500000 Penalty: 3300.104736
	Iteration 58Q: 3 clusters Score -2831004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2831007.250000 Penalty: 3300.104736
	Iteration 59Q: 3 clusters Score -2831007 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2831005.500000 Penalty: 3300.104736
	Iteration 60F: 3 clusters Score -2831006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2831009.750000 Penalty: 3300.104736
	Iteration 61Q: 3 clusters Score -2831010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2831008.250000 Penalty: 3300.104736
	Iteration 62Q: 3 clusters Score -2831008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2831012.750000 Penalty: 3300.104736
	Iteration 63Q: 3 clusters Score -2831013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2831012.500000 Penalty: 3300.104736
	Iteration 64Q: 3 clusters Score -2831012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2831014.250000 Penalty: 3300.104736
	Iteration 65Q: 3 clusters Score -2831014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2831012.250000 Penalty: 3300.104736
	Iteration 66Q: 3 clusters Score -2831012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2831012.250000 Penalty: 3300.104736
	Iteration 67Q: 3 clusters Score -2831012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2831017.000000 Penalty: 3300.104736
	Iteration 68Q: 3 clusters Score -2831017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2831021.500000 Penalty: 3300.104736
	Iteration 69Q: 3 clusters Score -2831022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2831026.250000 Penalty: 3300.104736
	Iteration 70Q: 3 clusters Score -2831026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2831022.250000 Penalty: 3300.104736
	Iteration 71Q: 3 clusters Score -2831022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2831025.250000 Penalty: 3300.104736
	Iteration 72Q: 3 clusters Score -2831025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2831028.250000 Penalty: 3300.104736
	Iteration 73Q: 3 clusters Score -2831028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2831028.250000 Penalty: 3300.104736
	Iteration 74Q: 3 clusters Score -2831028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2831028.250000 Penalty: 3300.104736
	Iteration 75Q: 3 clusters Score -2831028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2831027.500000 Penalty: 3300.104736
	Iteration 76Q: 3 clusters Score -2831028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2831023.750000 Penalty: 3300.104736
	Iteration 77Q: 3 clusters Score -2831024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2831025.750000 Penalty: 3300.104736
	Iteration 78Q: 3 clusters Score -2831026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2831024.750000 Penalty: 3300.104736
	Iteration 79Q: 3 clusters Score -2831025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2831031.000000 Penalty: 3300.104736
	Iteration 80F: 3 clusters Score -2831031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2831030.500000 Penalty: 3300.104736
	Iteration 81Q: 3 clusters Score -2831030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2831036.000000 Penalty: 3300.104736
	Iteration 82Q: 3 clusters Score -2831036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2831036.000000 Penalty: 3300.104736
	Iteration 83Q: 3 clusters Score -2831036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2831043.500000 Penalty: 3300.104736
	Iteration 84Q: 3 clusters Score -2831044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2831044.750000 Penalty: 3300.104736
	Iteration 85Q: 3 clusters Score -2831045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2831044.000000 Penalty: 3300.104736
	Iteration 86Q: 3 clusters Score -2831044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2831044.500000 Penalty: 3300.104736
	Iteration 87Q: 3 clusters Score -2831044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2831043.000000 Penalty: 3300.104736
	Iteration 88Q: 3 clusters Score -2831043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2831041.250000 Penalty: 3300.104736
	Iteration 89Q: 3 clusters Score -2831041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2831040.750000 Penalty: 3300.104736
	Iteration 90Q: 3 clusters Score -2831041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2831039.250000 Penalty: 3300.104736
	Iteration 91Q: 3 clusters Score -2831039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2831039.250000 Penalty: 3300.104736
	Iteration 92F: 3 clusters Score -2831039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Entering Unmasked Estep 
Score: -82746.148438 Penalty: 1104.302246
	Iteration 0F: 2 clusters Score -82746.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -81422.085938 Penalty: 2208.604492
	Iteration 0F: 3 clusters Score -81422.09 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -81716.804688 Penalty: 2208.604492
	Iteration 1F: 3 clusters Score -81716.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -81860.031250 Penalty: 2208.604492
	Iteration 2F: 3 clusters Score -81860.03 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -81938.679688 Penalty: 2208.604492
	Iteration 3F: 3 clusters Score -81938.68 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -81994.687500 Penalty: 2208.604492
	Iteration 4Q: 3 clusters Score -81994.69 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -82046.078125 Penalty: 2208.604492
	Iteration 5Q: 3 clusters Score -82046.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -82067.656250 Penalty: 2208.604492
	Iteration 6Q: 3 clusters Score -82067.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -82083.796875 Penalty: 2208.604492
	Iteration 7Q: 3 clusters Score -82083.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -82101.367188 Penalty: 2208.604492
	Iteration 8Q: 3 clusters Score -82101.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -82111.867188 Penalty: 2208.604492
	Iteration 9Q: 3 clusters Score -82111.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -82135.101562 Penalty: 2208.604492
	Iteration 10Q: 3 clusters Score -82135.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -82139.000000 Penalty: 2208.604492
	Iteration 11Q: 3 clusters Score -82139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -82141.515625 Penalty: 2208.604492
	Iteration 12Q: 3 clusters Score -82141.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -82142.187500 Penalty: 2208.604492
	Iteration 13Q: 3 clusters Score -82142.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -82142.960938 Penalty: 2208.604492
	Iteration 14Q: 3 clusters Score -82142.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -82142.960938 Penalty: 2208.604492
	Iteration 15F: 3 clusters Score -82142.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Entering Unmasked Estep 
Score: -82811.328125 Penalty: 1090.261963
	Iteration 0F: 2 clusters Score -82811.33 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 426 members 
Entering Unmasked Estep 
Score: -81515.257812 Penalty: 2180.523926
	Iteration 0F: 3 clusters Score -81515.26 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -81801.765625 Penalty: 2180.523926
	Iteration 1F: 3 clusters Score -81801.77 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -81906.046875 Penalty: 2180.523926
	Iteration 2F: 3 clusters Score -81906.05 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -82031.414062 Penalty: 2180.523926
	Iteration 3F: 3 clusters Score -82031.41 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -82134.382812 Penalty: 2180.523926
	Iteration 4F: 3 clusters Score -82134.38 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -82246.453125 Penalty: 2180.523926
	Iteration 5F: 3 clusters Score -82246.45 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -82345.156250 Penalty: 2180.523926
	Iteration 6Q: 3 clusters Score -82345.16 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -82444.750000 Penalty: 2180.523926
	Iteration 7Q: 3 clusters Score -82444.75 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -82530.593750 Penalty: 2180.523926
	Iteration 8Q: 3 clusters Score -82530.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -82605.570312 Penalty: 2180.523926
	Iteration 9Q: 3 clusters Score -82605.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -82626.953125 Penalty: 2180.523926
	Iteration 10Q: 3 clusters Score -82626.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -82635.601562 Penalty: 2180.523926
	Iteration 11Q: 3 clusters Score -82635.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -82642.429688 Penalty: 2180.523926
	Iteration 12Q: 3 clusters Score -82642.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -82656.945312 Penalty: 2180.523926
	Iteration 13Q: 3 clusters Score -82656.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -82663.554688 Penalty: 2180.523926
	Iteration 14Q: 3 clusters Score -82663.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -82671.492188 Penalty: 2180.523926
	Iteration 15Q: 3 clusters Score -82671.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -82672.375000 Penalty: 2180.523926
	Iteration 16Q: 3 clusters Score -82672.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -82674.664062 Penalty: 2180.523926
	Iteration 17Q: 3 clusters Score -82674.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -82676.046875 Penalty: 2180.523926
	Iteration 18Q: 3 clusters Score -82676.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -82677.843750 Penalty: 2180.523926
	Iteration 19F: 3 clusters Score -82677.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -82681.531250 Penalty: 2180.523926
	Iteration 20F: 3 clusters Score -82681.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -82683.289062 Penalty: 2180.523926
	Iteration 21Q: 3 clusters Score -82683.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -82684.070312 Penalty: 2180.523926
	Iteration 22Q: 3 clusters Score -82684.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -82684.789062 Penalty: 2180.523926
	Iteration 23Q: 3 clusters Score -82684.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -82686.250000 Penalty: 2180.523926
	Iteration 24Q: 3 clusters Score -82686.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -82686.250000 Penalty: 2180.523926
	Iteration 25F: 3 clusters Score -82686.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Entering Unmasked Estep 
Score: -277719.375000 Penalty: 1276.021362
	Iteration 0F: 2 clusters Score -277719.4 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 1271 members 
Entering Unmasked Estep 
Score: -275328.375000 Penalty: 2552.042725
	Iteration 0F: 3 clusters Score -275328.4 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -275868.125000 Penalty: 2552.042725
	Iteration 1F: 3 clusters Score -275868.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -276055.531250 Penalty: 2552.042725
	Iteration 2F: 3 clusters Score -276055.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -276200.750000 Penalty: 2552.042725
	Iteration 3F: 3 clusters Score -276200.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -276313.187500 Penalty: 2552.042725
	Iteration 4F: 3 clusters Score -276313.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -276402.000000 Penalty: 2552.042725
	Iteration 5Q: 3 clusters Score -276402 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -276473.468750 Penalty: 2552.042725
	Iteration 6Q: 3 clusters Score -276473.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -276527.343750 Penalty: 2552.042725
	Iteration 7Q: 3 clusters Score -276527.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -276556.906250 Penalty: 2552.042725
	Iteration 8Q: 3 clusters Score -276556.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -276573.750000 Penalty: 2552.042725
	Iteration 9Q: 3 clusters Score -276573.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -276590.656250 Penalty: 2552.042725
	Iteration 10Q: 3 clusters Score -276590.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -276606.906250 Penalty: 2552.042725
	Iteration 11Q: 3 clusters Score -276606.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -276618.031250 Penalty: 2552.042725
	Iteration 12Q: 3 clusters Score -276618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -276629.281250 Penalty: 2552.042725
	Iteration 13Q: 3 clusters Score -276629.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -276636.531250 Penalty: 2552.042725
	Iteration 14Q: 3 clusters Score -276636.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -276641.500000 Penalty: 2552.042725
	Iteration 15Q: 3 clusters Score -276641.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -276646.343750 Penalty: 2552.042725
	Iteration 16Q: 3 clusters Score -276646.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -276651.062500 Penalty: 2552.042725
	Iteration 17Q: 3 clusters Score -276651.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -276654.312500 Penalty: 2552.042725
	Iteration 18Q: 3 clusters Score -276654.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -276656.781250 Penalty: 2552.042725
	Iteration 19Q: 3 clusters Score -276656.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -276658.000000 Penalty: 2552.042725
	Iteration 20F: 3 clusters Score -276658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -276658.750000 Penalty: 2552.042725
	Iteration 21Q: 3 clusters Score -276658.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -276659.687500 Penalty: 2552.042725
	Iteration 22Q: 3 clusters Score -276659.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -276660.093750 Penalty: 2552.042725
	Iteration 23Q: 3 clusters Score -276660.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -276660.906250 Penalty: 2552.042725
	Iteration 24Q: 3 clusters Score -276660.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -276661.312500 Penalty: 2552.042725
	Iteration 25Q: 3 clusters Score -276661.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -276662.718750 Penalty: 2552.042725
	Iteration 26Q: 3 clusters Score -276662.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -276664.718750 Penalty: 2552.042725
	Iteration 27Q: 3 clusters Score -276664.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -276668.437500 Penalty: 2552.042725
	Iteration 28Q: 3 clusters Score -276668.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -276669.531250 Penalty: 2552.042725
	Iteration 29Q: 3 clusters Score -276669.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -276671.093750 Penalty: 2552.042725
	Iteration 30Q: 3 clusters Score -276671.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -276671.656250 Penalty: 2552.042725
	Iteration 31Q: 3 clusters Score -276671.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -276672.218750 Penalty: 2552.042725
	Iteration 32Q: 3 clusters Score -276672.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -276672.937500 Penalty: 2552.042725
	Iteration 33Q: 3 clusters Score -276672.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -276673.375000 Penalty: 2552.042725
	Iteration 34Q: 3 clusters Score -276673.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -276673.375000 Penalty: 2552.042725
	Iteration 35F: 3 clusters Score -276673.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (55380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55380 members 
Entering Unmasked Estep 
Score: -6613077.000000 Penalty: 1774.820801
	Iteration 0F: 2 clusters Score -6613077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27822 members 
Mstep: Class 2 contains 27558 members 
Entering Unmasked Estep 
Score: -6577108.500000 Penalty: 3549.641602
	Iteration 0F: 3 clusters Score -6577108 nChanged 26209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29445 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -6592395.000000 Penalty: 3549.641602
	Iteration 1F: 3 clusters Score -6592395 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -6593298.500000 Penalty: 3549.641602
	Iteration 2Q: 3 clusters Score -6593298 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -6594570.000000 Penalty: 3549.641602
	Iteration 3Q: 3 clusters Score -6594570 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32261 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -6596524.000000 Penalty: 3549.641602
	Iteration 4F: 3 clusters Score -6596524 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33414 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -6600093.500000 Penalty: 3549.641602
	Iteration 5F: 3 clusters Score -6600094 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34010 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -6605286.500000 Penalty: 3549.641602
	Iteration 6F: 3 clusters Score -6605286 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -6609287.000000 Penalty: 3549.641602
	Iteration 7F: 3 clusters Score -6609287 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -6610747.000000 Penalty: 3549.641602
	Iteration 8Q: 3 clusters Score -6610747 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31997 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -6611443.500000 Penalty: 3549.641602
	Iteration 9Q: 3 clusters Score -6611444 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -6611906.500000 Penalty: 3549.641602
	Iteration 10Q: 3 clusters Score -6611906 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -6612240.500000 Penalty: 3549.641602
	Iteration 11Q: 3 clusters Score -6612240 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -6612402.000000 Penalty: 3549.641602
	Iteration 12Q: 3 clusters Score -6612402 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28552 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -6612503.500000 Penalty: 3549.641602
	Iteration 13Q: 3 clusters Score -6612504 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 27718 members 
Entering Unmasked Estep 
Score: -6612550.500000 Penalty: 3549.641602
	Iteration 14Q: 3 clusters Score -6612550 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 28425 members 
Entering Unmasked Estep 
Score: -6612533.000000 Penalty: 3549.641602
	Iteration 15Q: 3 clusters Score -6612533 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -6612530.000000 Penalty: 3549.641602
	Iteration 16Q: 3 clusters Score -6612530 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -6612599.000000 Penalty: 3549.641602
	Iteration 17Q: 3 clusters Score -6612599 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25508 members 
Mstep: Class 2 contains 29872 members 
Entering Unmasked Estep 
Score: -6612587.000000 Penalty: 3549.641602
	Iteration 18Q: 3 clusters Score -6612587 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -6612604.000000 Penalty: 3549.641602
	Iteration 19Q: 3 clusters Score -6612604 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 30622 members 
Entering Unmasked Estep 
Score: -6612573.500000 Penalty: 3549.641602
	Iteration 20F: 3 clusters Score -6612574 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 30935 members 
Entering Unmasked Estep 
Score: -6612591.500000 Penalty: 3549.641602
	Iteration 21Q: 3 clusters Score -6612592 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 31234 members 
Entering Unmasked Estep 
Score: -6612573.500000 Penalty: 3549.641602
	Iteration 22Q: 3 clusters Score -6612574 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 31388 members 
Entering Unmasked Estep 
Score: -6612573.000000 Penalty: 3549.641602
	Iteration 23Q: 3 clusters Score -6612573 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 31542 members 
Entering Unmasked Estep 
Score: -6612604.000000 Penalty: 3549.641602
	Iteration 24Q: 3 clusters Score -6612604 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 31793 members 
Entering Unmasked Estep 
Score: -6612575.500000 Penalty: 3549.641602
	Iteration 25Q: 3 clusters Score -6612576 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 32062 members 
Entering Unmasked Estep 
Score: -6612553.500000 Penalty: 3549.641602
	Iteration 26Q: 3 clusters Score -6612554 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 32188 members 
Entering Unmasked Estep 
Score: -6612515.500000 Penalty: 3549.641602
	Iteration 27Q: 3 clusters Score -6612516 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 32393 members 
Entering Unmasked Estep 
Score: -6612507.000000 Penalty: 3549.641602
	Iteration 28Q: 3 clusters Score -6612507 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 32561 members 
Entering Unmasked Estep 
Score: -6612498.000000 Penalty: 3549.641602
	Iteration 29Q: 3 clusters Score -6612498 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 32621 members 
Entering Unmasked Estep 
Score: -6612508.000000 Penalty: 3549.641602
	Iteration 30Q: 3 clusters Score -6612508 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 32712 members 
Entering Unmasked Estep 
Score: -6612555.500000 Penalty: 3549.641602
	Iteration 31Q: 3 clusters Score -6612556 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 32855 members 
Entering Unmasked Estep 
Score: -6612567.500000 Penalty: 3549.641602
	Iteration 32Q: 3 clusters Score -6612568 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 33046 members 
Entering Unmasked Estep 
Score: -6612567.000000 Penalty: 3549.641602
	Iteration 33Q: 3 clusters Score -6612567 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 33393 members 
Entering Unmasked Estep 
Score: -6612553.000000 Penalty: 3549.641602
	Iteration 34Q: 3 clusters Score -6612553 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 33817 members 
Entering Unmasked Estep 
Score: -6612525.500000 Penalty: 3549.641602
	Iteration 35Q: 3 clusters Score -6612526 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 34147 members 
Entering Unmasked Estep 
Score: -6612488.500000 Penalty: 3549.641602
	Iteration 36Q: 3 clusters Score -6612488 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 34399 members 
Entering Unmasked Estep 
Score: -6612542.000000 Penalty: 3549.641602
	Iteration 37Q: 3 clusters Score -6612542 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -6612593.000000 Penalty: 3549.641602
	Iteration 38Q: 3 clusters Score -6612593 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
Score: -6612564.000000 Penalty: 3549.641602
	Iteration 39Q: 3 clusters Score -6612564 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -6612563.500000 Penalty: 3549.641602
	Iteration 40F: 3 clusters Score -6612564 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 35321 members 
Entering Unmasked Estep 
Score: -6612555.000000 Penalty: 3549.641602
	Iteration 41Q: 3 clusters Score -6612555 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 35642 members 
Entering Unmasked Estep 
Score: -6612520.000000 Penalty: 3549.641602
	Iteration 42Q: 3 clusters Score -6612520 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -6612521.500000 Penalty: 3549.641602
	Iteration 43Q: 3 clusters Score -6612522 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 35991 members 
Entering Unmasked Estep 
Score: -6612502.500000 Penalty: 3549.641602
	Iteration 44Q: 3 clusters Score -6612502 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 36175 members 
Entering Unmasked Estep 
Score: -6612445.000000 Penalty: 3549.641602
	Iteration 45Q: 3 clusters Score -6612445 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 36278 members 
Entering Unmasked Estep 
Score: -6612483.500000 Penalty: 3549.641602
	Iteration 46Q: 3 clusters Score -6612484 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 36512 members 
Entering Unmasked Estep 
Score: -6612465.000000 Penalty: 3549.641602
	Iteration 47Q: 3 clusters Score -6612465 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 36714 members 
Entering Unmasked Estep 
Score: -6612444.000000 Penalty: 3549.641602
	Iteration 48Q: 3 clusters Score -6612444 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 36984 members 
Entering Unmasked Estep 
Score: -6612443.500000 Penalty: 3549.641602
	Iteration 49Q: 3 clusters Score -6612444 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 37097 members 
Entering Unmasked Estep 
Score: -6612449.500000 Penalty: 3549.641602
	Iteration 50Q: 3 clusters Score -6612450 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
Score: -6612442.500000 Penalty: 3549.641602
	Iteration 51Q: 3 clusters Score -6612442 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 37399 members 
Entering Unmasked Estep 
Score: -6612437.000000 Penalty: 3549.641602
	Iteration 52Q: 3 clusters Score -6612437 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 37640 members 
Entering Unmasked Estep 
Score: -6612393.000000 Penalty: 3549.641602
	Iteration 53Q: 3 clusters Score -6612393 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 37800 members 
Entering Unmasked Estep 
Score: -6612418.000000 Penalty: 3549.641602
	Iteration 54Q: 3 clusters Score -6612418 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 37913 members 
Entering Unmasked Estep 
Score: -6612426.500000 Penalty: 3549.641602
	Iteration 55Q: 3 clusters Score -6612426 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 38160 members 
Entering Unmasked Estep 
Score: -6612430.500000 Penalty: 3549.641602
	Iteration 56Q: 3 clusters Score -6612430 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 38309 members 
Entering Unmasked Estep 
Score: -6612383.000000 Penalty: 3549.641602
	Iteration 57Q: 3 clusters Score -6612383 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 38524 members 
Entering Unmasked Estep 
Score: -6612351.500000 Penalty: 3549.641602
	Iteration 58Q: 3 clusters Score -6612352 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 38640 members 
Entering Unmasked Estep 
Score: -6612317.000000 Penalty: 3549.641602
	Iteration 59Q: 3 clusters Score -6612317 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 38741 members 
Entering Unmasked Estep 
Score: -6612336.000000 Penalty: 3549.641602
	Iteration 60F: 3 clusters Score -6612336 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 38840 members 
Entering Unmasked Estep 
Score: -6612338.500000 Penalty: 3549.641602
	Iteration 61Q: 3 clusters Score -6612338 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 38880 members 
Entering Unmasked Estep 
Score: -6612343.000000 Penalty: 3549.641602
	Iteration 62Q: 3 clusters Score -6612343 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 38950 members 
Entering Unmasked Estep 
Score: -6612328.000000 Penalty: 3549.641602
	Iteration 63Q: 3 clusters Score -6612328 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 39006 members 
Entering Unmasked Estep 
Score: -6612341.000000 Penalty: 3549.641602
	Iteration 64Q: 3 clusters Score -6612341 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 39077 members 
Entering Unmasked Estep 
Score: -6612329.500000 Penalty: 3549.641602
	Iteration 65Q: 3 clusters Score -6612330 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 39098 members 
Entering Unmasked Estep 
Score: -6612351.500000 Penalty: 3549.641602
	Iteration 66Q: 3 clusters Score -6612352 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 39256 members 
Entering Unmasked Estep 
Score: -6612360.500000 Penalty: 3549.641602
	Iteration 67Q: 3 clusters Score -6612360 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 39235 members 
Entering Unmasked Estep 
Score: -6612360.500000 Penalty: 3549.641602
	Iteration 68Q: 3 clusters Score -6612360 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 39309 members 
Entering Unmasked Estep 
Score: -6612318.500000 Penalty: 3549.641602
	Iteration 69Q: 3 clusters Score -6612318 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -6612324.500000 Penalty: 3549.641602
	Iteration 70Q: 3 clusters Score -6612324 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 39353 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6612324 nChanged 29
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Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 39336 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6612328 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 39375 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6612350 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 39363 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 39501 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6612338 nChanged 30
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Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 39517 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6612364 nChanged 45
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Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 39562 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 39707 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6612334 nChanged 93
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Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 39800 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6612342 nChanged 135
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Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 39935 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6612292 nChanged 37
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Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 39940 members 
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	Iteration 81Q: 3 clusters Score -6612326 nChanged 142
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Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 40082 members 
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	Iteration 82Q: 3 clusters Score -6612310 nChanged 112
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Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 40194 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 40386 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6612312 nChanged 42
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Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6612328 nChanged 51
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Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 40451 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6612360 nChanged 102
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Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 40553 members 
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	Iteration 87Q: 3 clusters Score -6612341 nChanged 145
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Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 40692 members 
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Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 40737 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 40793 members 
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Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 40774 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 40879 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 41029 members 
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Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 41149 members 
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Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 41217 members 
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Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 41322 members 
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Mstep: Class 1 contains 13900 members 
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Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 41554 members 
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Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 41576 members 
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	Iteration 100F: 3 clusters Score -6612372 nChanged 125
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Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 41701 members 
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Mstep: Class 1 contains 13517 members 
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	Iteration 102Q: 3 clusters Score -6612384 nChanged 154
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Mstep: Class 1 contains 13363 members 
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	Iteration 103Q: 3 clusters Score -6612394 nChanged 48
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Mstep: Class 1 contains 13353 members 
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Mstep: Class 1 contains 13041 members 
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Mstep: Class 1 contains 12922 members 
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Mstep: Class 1 contains 12752 members 
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	Iteration 109Q: 3 clusters Score -6612461 nChanged 290
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Mstep: Class 1 contains 12462 members 
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	Iteration 110Q: 3 clusters Score -6612404 nChanged 123
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Mstep: Class 1 contains 12339 members 
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Mstep: Class 1 contains 12092 members 
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	Iteration 112Q: 3 clusters Score -6612422 nChanged 322
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Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 43610 members 
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Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 43909 members 
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	Iteration 114Q: 3 clusters Score -6612320 nChanged 357
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Mstep: Class 1 contains 11114 members 
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Mstep: Class 1 contains 10892 members 
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	Iteration 116Q: 3 clusters Score -6612258 nChanged 324
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Mstep: Class 1 contains 10568 members 
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	Iteration 117Q: 3 clusters Score -6612331 nChanged 167
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	Iteration 118Q: 3 clusters Score -6612314 nChanged 133
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Mstep: Class 1 contains 10268 members 
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	Iteration 119Q: 3 clusters Score -6612340 nChanged 176
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Mstep: Class 1 contains 10092 members 
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	Iteration 120F: 3 clusters Score -6612294 nChanged 123
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Mstep: Class 1 contains 9971 members 
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	Iteration 121Q: 3 clusters Score -6612276 nChanged 230
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Mstep: Class 1 contains 9741 members 
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	Iteration 122Q: 3 clusters Score -6612210 nChanged 85
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Mstep: Class 1 contains 9666 members 
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	Iteration 123Q: 3 clusters Score -6612215 nChanged 279
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Mstep: Class 1 contains 9387 members 
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	Iteration 124Q: 3 clusters Score -6612146 nChanged 225
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Mstep: Class 1 contains 9162 members 
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	Iteration 125Q: 3 clusters Score -6612158 nChanged 147
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Mstep: Class 1 contains 9015 members 
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	Iteration 126Q: 3 clusters Score -6612087 nChanged 74
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	Iteration 127Q: 3 clusters Score -6612078 nChanged 114
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Mstep: Class 1 contains 8217 members 
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Mstep: Class 1 contains 7908 members 
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	Iteration 131Q: 3 clusters Score -6611848 nChanged 419
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Mstep: Class 1 contains 7489 members 
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	Iteration 132Q: 3 clusters Score -6611722 nChanged 302
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	Iteration 133Q: 3 clusters Score -6611696 nChanged 267
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Mstep: Class 1 contains 6920 members 
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	Iteration 134Q: 3 clusters Score -6611762 nChanged 242
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Mstep: Class 1 contains 6678 members 
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	Iteration 135Q: 3 clusters Score -6611868 nChanged 281
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Mstep: Class 1 contains 6397 members 
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Mstep: Class 1 contains 6199 members 
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	Iteration 137Q: 3 clusters Score -6611940 nChanged 175
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	Iteration 138Q: 3 clusters Score -6611974 nChanged 76
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	Iteration 139Q: 3 clusters Score -6611987 nChanged 134
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	Iteration 140F: 3 clusters Score -6612024 nChanged 62
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	Iteration 141Q: 3 clusters Score -6612035 nChanged 21
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	Iteration 142Q: 3 clusters Score -6612065 nChanged 69
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Mstep: Class 1 contains 5670 members 
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	Iteration 143Q: 3 clusters Score -6612050 nChanged 58
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Mstep: Class 1 contains 5612 members 
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	Iteration 144Q: 3 clusters Score -6612022 nChanged 21
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	Iteration 145Q: 3 clusters Score -6612027 nChanged 28
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Mstep: Class 1 contains 5563 members 
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	Iteration 146Q: 3 clusters Score -6612052 nChanged 81
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	Iteration 147Q: 3 clusters Score -6612046 nChanged 72
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Mstep: Class 1 contains 5548 members 
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	Iteration 148Q: 3 clusters Score -6612028 nChanged 80
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	Iteration 149Q: 3 clusters Score -6612087 nChanged 11
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	Iteration 150Q: 3 clusters Score -6612068 nChanged 11
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	Iteration 151Q: 3 clusters Score -6612070 nChanged 36
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	Iteration 152Q: 3 clusters Score -6612068 nChanged 13
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	Iteration 153Q: 3 clusters Score -6612057 nChanged 65
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	Iteration 154Q: 3 clusters Score -6612075 nChanged 7
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	Iteration 155Q: 3 clusters Score -6612058 nChanged 28
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	Iteration 156Q: 3 clusters Score -6612050 nChanged 27
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	Iteration 157Q: 3 clusters Score -6612062 nChanged 11
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	Iteration 158Q: 3 clusters Score -6612060 nChanged 5
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	Iteration 159Q: 3 clusters Score -6612069 nChanged 3
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	Iteration 160F: 3 clusters Score -6612074 nChanged 10
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	Iteration 161Q: 3 clusters Score -6612070 nChanged 28
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	Iteration 162Q: 3 clusters Score -6612058 nChanged 14
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Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -6612092 nChanged 51
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 49928 members 
Entering Unmasked Estep 
Score: -6612086.500000 Penalty: 3549.641602
	Iteration 164Q: 3 clusters Score -6612086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 49931 members 
Entering Unmasked Estep 
Score: -6612074.000000 Penalty: 3549.641602
	Iteration 165Q: 3 clusters Score -6612074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 49936 members 
Entering Unmasked Estep 
Score: -6612077.000000 Penalty: 3549.641602
	Iteration 166Q: 3 clusters Score -6612077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 49945 members 
Entering Unmasked Estep 
Score: -6612074.000000 Penalty: 3549.641602
	Iteration 167Q: 3 clusters Score -6612074 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 49968 members 
Entering Unmasked Estep 
Score: -6612059.500000 Penalty: 3549.641602
	Iteration 168Q: 3 clusters Score -6612060 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 50023 members 
Entering Unmasked Estep 
Score: -6612106.000000 Penalty: 3549.641602
	Iteration 169Q: 3 clusters Score -6612106 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 49992 members 
Entering Unmasked Estep 
Score: -6612086.500000 Penalty: 3549.641602
	Iteration 170Q: 3 clusters Score -6612086 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 50093 members 
Entering Unmasked Estep 
Score: -6612145.000000 Penalty: 3549.641602
	Iteration 171Q: 3 clusters Score -6612145 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 50047 members 
Entering Unmasked Estep 
Score: -6612144.500000 Penalty: 3549.641602
	Iteration 172Q: 3 clusters Score -6612144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 50047 members 
Entering Unmasked Estep 
Score: -6612149.000000 Penalty: 3549.641602
	Iteration 173Q: 3 clusters Score -6612149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 50049 members 
Entering Unmasked Estep 
Score: -6612149.000000 Penalty: 3549.641602
	Iteration 174Q: 3 clusters Score -6612149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 50047 members 
Entering Unmasked Estep 
Score: -6612131.500000 Penalty: 3549.641602
	Iteration 175Q: 3 clusters Score -6612132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 50036 members 
Entering Unmasked Estep 
Score: -6612115.500000 Penalty: 3549.641602
	Iteration 176Q: 3 clusters Score -6612116 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 50006 members 
Entering Unmasked Estep 
Score: -6612093.500000 Penalty: 3549.641602
	Iteration 177Q: 3 clusters Score -6612094 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 50048 members 
Entering Unmasked Estep 
Score: -6612140.500000 Penalty: 3549.641602
	Iteration 178Q: 3 clusters Score -6612140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 50054 members 
Entering Unmasked Estep 
Score: -6612144.500000 Penalty: 3549.641602
	Iteration 179Q: 3 clusters Score -6612144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 50066 members 
Entering Unmasked Estep 
Score: -6612124.500000 Penalty: 3549.641602
	Iteration 180F: 3 clusters Score -6612124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 50056 members 
Entering Unmasked Estep 
Score: -6612135.500000 Penalty: 3549.641602
	Iteration 181Q: 3 clusters Score -6612136 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 50017 members 
Entering Unmasked Estep 
Score: -6612111.000000 Penalty: 3549.641602
	Iteration 182Q: 3 clusters Score -6612111 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 50044 members 
Entering Unmasked Estep 
Score: -6612123.500000 Penalty: 3549.641602
	Iteration 183Q: 3 clusters Score -6612124 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 50020 members 
Entering Unmasked Estep 
Score: -6612115.500000 Penalty: 3549.641602
	Iteration 184Q: 3 clusters Score -6612116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 50026 members 
Entering Unmasked Estep 
Score: -6612099.000000 Penalty: 3549.641602
	Iteration 185Q: 3 clusters Score -6612099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 50025 members 
Entering Unmasked Estep 
Score: -6612110.000000 Penalty: 3549.641602
	Iteration 186Q: 3 clusters Score -6612110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 50048 members 
Entering Unmasked Estep 
Score: -6612148.500000 Penalty: 3549.641602
	Iteration 187Q: 3 clusters Score -6612148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 50063 members 
Entering Unmasked Estep 
Score: -6612140.500000 Penalty: 3549.641602
	Iteration 188Q: 3 clusters Score -6612140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 50058 members 
Entering Unmasked Estep 
Score: -6612137.500000 Penalty: 3549.641602
	Iteration 189Q: 3 clusters Score -6612138 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 50080 members 
Entering Unmasked Estep 
Score: -6612144.000000 Penalty: 3549.641602
	Iteration 190Q: 3 clusters Score -6612144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 50086 members 
Entering Unmasked Estep 
Score: -6612150.500000 Penalty: 3549.641602
	Iteration 191Q: 3 clusters Score -6612150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 50064 members 
Entering Unmasked Estep 
Score: -6612120.500000 Penalty: 3549.641602
	Iteration 192Q: 3 clusters Score -6612120 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 50017 members 
Entering Unmasked Estep 
Score: -6612099.000000 Penalty: 3549.641602
	Iteration 193Q: 3 clusters Score -6612099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 50012 members 
Entering Unmasked Estep 
Score: -6612100.500000 Penalty: 3549.641602
	Iteration 194Q: 3 clusters Score -6612100 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 50119 members 
Entering Unmasked Estep 
Score: -6612118.500000 Penalty: 3549.641602
	Iteration 195Q: 3 clusters Score -6612118 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 50048 members 
Entering Unmasked Estep 
Score: -6612129.500000 Penalty: 3549.641602
	Iteration 196Q: 3 clusters Score -6612130 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 50133 members 
Entering Unmasked Estep 
Score: -6612126.000000 Penalty: 3549.641602
	Iteration 197Q: 3 clusters Score -6612126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 50128 members 
Entering Unmasked Estep 
Score: -6612131.000000 Penalty: 3549.641602
	Iteration 198Q: 3 clusters Score -6612131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 50137 members 
Entering Unmasked Estep 
Score: -6612128.500000 Penalty: 3549.641602
	Iteration 199Q: 3 clusters Score -6612128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 50137 members 
Entering Unmasked Estep 
Score: -6612136.000000 Penalty: 3549.641602
	Iteration 200F: 3 clusters Score -6612136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Entering Unmasked Estep 
Score: -31160.082031 Penalty: 970.744080
	Iteration 0F: 2 clusters Score -31160.08 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 198 members 
Entering Unmasked Estep 
Score: -30341.585938 Penalty: 1941.488159
	Iteration 0F: 3 clusters Score -30341.59 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -30741.998047 Penalty: 1941.488159
	Iteration 1F: 3 clusters Score -30742 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -31080.322266 Penalty: 1941.488159
	Iteration 2F: 3 clusters Score -31080.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -31245.388672 Penalty: 1941.488159
	Iteration 3F: 3 clusters Score -31245.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -31323.251953 Penalty: 1941.488159
	Iteration 4Q: 3 clusters Score -31323.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -31335.691406 Penalty: 1941.488159
	Iteration 5Q: 3 clusters Score -31335.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -31344.330078 Penalty: 1941.488159
	Iteration 6Q: 3 clusters Score -31344.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -31349.343750 Penalty: 1941.488159
	Iteration 7Q: 3 clusters Score -31349.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -31349.343750 Penalty: 1941.488159
	Iteration 8F: 3 clusters Score -31349.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 3508 members 
Mstep: Class 3 contains 41931 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34184 members 
Mstep: Class 6 contains 74158 members 
Mstep: Class 7 contains 8788 members 
Mstep: Class 8 contains 36433 members 
Mstep: Class 9 contains 31914 members 
Mstep: Class 10 contains 16213 members 
Mstep: Class 11 contains 8083 members 
Mstep: Class 12 contains 59838 members 
Mstep: Class 13 contains 4125 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1901 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 125281 members 
Mstep: Class 20 contains 52292 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37735 members 
Mstep: Class 23 contains 9593 members 
Mstep: Class 24 contains 16316 members 
Mstep: Class 25 contains 82298 members 
Mstep: Class 26 contains 25698 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 820 members 
Mstep: Class 29 contains 2572 members 
Mstep: Class 30 contains 55380 members 
Mstep: Class 31 contains 262 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 46838 members 
Mstep: Class 34 contains 1341 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 81922 members 
Mstep: Class 38 contains 12815 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10666 members 
Mstep: Class 41 contains 142306 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 63764 members 
Mstep: Class 45 contains 192006 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 52585 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 43004 members 
Mstep: Class 50 contains 104405 members 
Mstep: Class 51 contains 773 members 
Mstep: Class 52 contains 57294 members 
Mstep: Class 53 contains 52877 members 
Mstep: Class 54 contains 17745 members 
Mstep: Class 55 contains 5776 members 
Mstep: Class 56 contains 34099 members 
Mstep: Class 57 contains 12262 members 
Mstep: Class 58 contains 19207 members 
Mstep: Class 59 contains 131 members 
Entering Unmasked Estep 
Score: -194731072.000000 Penalty: 137671.796875
Splitting cluster 31 changes total score from -194725904.000000 to -194731072.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 32 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -14677.356445 Penalty: 910.344360
	Iteration 0F: 2 clusters Score -14677.36 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 137 members 
Entering Unmasked Estep 
Score: -13997.021484 Penalty: 1820.688721
	Iteration 0F: 3 clusters Score -13997.02 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14189.610352 Penalty: 1820.688721
	Iteration 1F: 3 clusters Score -14189.61 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14293.375000 Penalty: 1820.688721
	Iteration 2F: 3 clusters Score -14293.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14479.874023 Penalty: 1820.688721
	Iteration 3F: 3 clusters Score -14479.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -14592.958008 Penalty: 1820.688721
	Iteration 4Q: 3 clusters Score -14592.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -14625.152344 Penalty: 1820.688721
	Iteration 5Q: 3 clusters Score -14625.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -14625.492188 Penalty: 1820.688721
	Iteration 6Q: 3 clusters Score -14625.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -14625.492188 Penalty: 1820.688721
	Iteration 7F: 3 clusters Score -14625.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (46838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46838 members 
Entering Unmasked Estep 
Score: -5578628.500000 Penalty: 1747.598145
	Iteration 0F: 2 clusters Score -5578628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -5547542.000000 Penalty: 3495.196289
	Iteration 0F: 3 clusters Score -5547542 nChanged 21749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -5559802.000000 Penalty: 3495.196289
	Iteration 1F: 3 clusters Score -5559802 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -5560131.000000 Penalty: 3495.196289
	Iteration 2Q: 3 clusters Score -5560131 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -5560461.500000 Penalty: 3495.196289
	Iteration 3Q: 3 clusters Score -5560462 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -5560802.000000 Penalty: 3495.196289
	Iteration 4Q: 3 clusters Score -5560802 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -5561061.500000 Penalty: 3495.196289
	Iteration 5Q: 3 clusters Score -5561062 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -5561401.000000 Penalty: 3495.196289
	Iteration 6Q: 3 clusters Score -5561401 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -5561734.500000 Penalty: 3495.196289
	Iteration 7Q: 3 clusters Score -5561734 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -5562192.500000 Penalty: 3495.196289
	Iteration 8Q: 3 clusters Score -5562192 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -5562864.000000 Penalty: 3495.196289
	Iteration 9Q: 3 clusters Score -5562864 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -5563846.500000 Penalty: 3495.196289
	Iteration 10Q: 3 clusters Score -5563846 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -5565286.500000 Penalty: 3495.196289
	Iteration 11Q: 3 clusters Score -5565286 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -5567020.000000 Penalty: 3495.196289
	Iteration 12F: 3 clusters Score -5567020 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -5568246.500000 Penalty: 3495.196289
	Iteration 13F: 3 clusters Score -5568246 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -5568738.000000 Penalty: 3495.196289
	Iteration 14Q: 3 clusters Score -5568738 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 25097 members 
Entering Unmasked Estep 
Score: -5568893.000000 Penalty: 3495.196289
	Iteration 15Q: 3 clusters Score -5568893 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -5568963.500000 Penalty: 3495.196289
	Iteration 16Q: 3 clusters Score -5568964 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -5568999.500000 Penalty: 3495.196289
	Iteration 17Q: 3 clusters Score -5569000 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -5569037.000000 Penalty: 3495.196289
	Iteration 18Q: 3 clusters Score -5569037 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -5569058.000000 Penalty: 3495.196289
	Iteration 19Q: 3 clusters Score -5569058 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -5569120.500000 Penalty: 3495.196289
	Iteration 20F: 3 clusters Score -5569120 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -5569119.500000 Penalty: 3495.196289
	Iteration 21Q: 3 clusters Score -5569120 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -5569168.500000 Penalty: 3495.196289
	Iteration 22Q: 3 clusters Score -5569168 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -5569207.500000 Penalty: 3495.196289
	Iteration 23Q: 3 clusters Score -5569208 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -5569260.000000 Penalty: 3495.196289
	Iteration 24Q: 3 clusters Score -5569260 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -5569338.000000 Penalty: 3495.196289
	Iteration 25Q: 3 clusters Score -5569338 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -5569412.500000 Penalty: 3495.196289
	Iteration 26Q: 3 clusters Score -5569412 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 26694 members 
Entering Unmasked Estep 
Score: -5569493.500000 Penalty: 3495.196289
	Iteration 27Q: 3 clusters Score -5569494 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -5569612.000000 Penalty: 3495.196289
	Iteration 28Q: 3 clusters Score -5569612 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -5569756.000000 Penalty: 3495.196289
	Iteration 29Q: 3 clusters Score -5569756 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -5569907.500000 Penalty: 3495.196289
	Iteration 30Q: 3 clusters Score -5569908 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 27910 members 
Entering Unmasked Estep 
Score: -5570158.500000 Penalty: 3495.196289
	Iteration 31Q: 3 clusters Score -5570158 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -5570557.000000 Penalty: 3495.196289
	Iteration 32Q: 3 clusters Score -5570557 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -5571079.500000 Penalty: 3495.196289
	Iteration 33Q: 3 clusters Score -5571080 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -5571776.000000 Penalty: 3495.196289
	Iteration 34Q: 3 clusters Score -5571776 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -5572638.000000 Penalty: 3495.196289
	Iteration 35Q: 3 clusters Score -5572638 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -5573430.000000 Penalty: 3495.196289
	Iteration 36Q: 3 clusters Score -5573430 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 30328 members 
Entering Unmasked Estep 
Score: -5574174.000000 Penalty: 3495.196289
	Iteration 37Q: 3 clusters Score -5574174 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
Score: -5574836.500000 Penalty: 3495.196289
	Iteration 38Q: 3 clusters Score -5574836 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
Score: -5575319.500000 Penalty: 3495.196289
	Iteration 39Q: 3 clusters Score -5575320 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 30254 members 
Entering Unmasked Estep 
Score: -5575842.000000 Penalty: 3495.196289
	Iteration 40F: 3 clusters Score -5575842 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 30119 members 
Entering Unmasked Estep 
Score: -5576299.000000 Penalty: 3495.196289
	Iteration 41Q: 3 clusters Score -5576299 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -5576544.000000 Penalty: 3495.196289
	Iteration 42Q: 3 clusters Score -5576544 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -5576663.000000 Penalty: 3495.196289
	Iteration 43Q: 3 clusters Score -5576663 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 29977 members 
Entering Unmasked Estep 
Score: -5576761.000000 Penalty: 3495.196289
	Iteration 44Q: 3 clusters Score -5576761 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -5576800.500000 Penalty: 3495.196289
	Iteration 45Q: 3 clusters Score -5576800 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 29932 members 
Entering Unmasked Estep 
Score: -5576809.000000 Penalty: 3495.196289
	Iteration 46Q: 3 clusters Score -5576809 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 29886 members 
Entering Unmasked Estep 
Score: -5576838.000000 Penalty: 3495.196289
	Iteration 47Q: 3 clusters Score -5576838 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -5576839.500000 Penalty: 3495.196289
	Iteration 48Q: 3 clusters Score -5576840 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 29868 members 
Entering Unmasked Estep 
Score: -5576848.000000 Penalty: 3495.196289
	Iteration 49Q: 3 clusters Score -5576848 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 29824 members 
Entering Unmasked Estep 
Score: -5576857.500000 Penalty: 3495.196289
	Iteration 50Q: 3 clusters Score -5576858 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
Score: -5576864.000000 Penalty: 3495.196289
	Iteration 51Q: 3 clusters Score -5576864 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -5576875.000000 Penalty: 3495.196289
	Iteration 52Q: 3 clusters Score -5576875 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 29772 members 
Entering Unmasked Estep 
Score: -5576882.500000 Penalty: 3495.196289
	Iteration 53Q: 3 clusters Score -5576882 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 29795 members 
Entering Unmasked Estep 
Score: -5576864.500000 Penalty: 3495.196289
	Iteration 54Q: 3 clusters Score -5576864 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -5576864.500000 Penalty: 3495.196289
	Iteration 55Q: 3 clusters Score -5576864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -5576871.500000 Penalty: 3495.196289
	Iteration 56Q: 3 clusters Score -5576872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
Score: -5576869.500000 Penalty: 3495.196289
	Iteration 57Q: 3 clusters Score -5576870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 29753 members 
Entering Unmasked Estep 
Score: -5576868.500000 Penalty: 3495.196289
	Iteration 58Q: 3 clusters Score -5576868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 29753 members 
Entering Unmasked Estep 
Score: -5576870.000000 Penalty: 3495.196289
	Iteration 59Q: 3 clusters Score -5576870 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 29729 members 
Entering Unmasked Estep 
Score: -5576863.500000 Penalty: 3495.196289
	Iteration 60F: 3 clusters Score -5576864 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 29670 members 
Entering Unmasked Estep 
Score: -5576879.000000 Penalty: 3495.196289
	Iteration 61Q: 3 clusters Score -5576879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -5576880.500000 Penalty: 3495.196289
	Iteration 62Q: 3 clusters Score -5576880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 29652 members 
Entering Unmasked Estep 
Score: -5576876.500000 Penalty: 3495.196289
	Iteration 63Q: 3 clusters Score -5576876 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 29616 members 
Entering Unmasked Estep 
Score: -5576881.500000 Penalty: 3495.196289
	Iteration 64Q: 3 clusters Score -5576882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -5576880.000000 Penalty: 3495.196289
	Iteration 65Q: 3 clusters Score -5576880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -5576877.000000 Penalty: 3495.196289
	Iteration 66Q: 3 clusters Score -5576877 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 29583 members 
Entering Unmasked Estep 
Score: -5576871.000000 Penalty: 3495.196289
	Iteration 67Q: 3 clusters Score -5576871 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 29556 members 
Entering Unmasked Estep 
Score: -5576866.000000 Penalty: 3495.196289
	Iteration 68Q: 3 clusters Score -5576866 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 29515 members 
Entering Unmasked Estep 
Score: -5576868.500000 Penalty: 3495.196289
	Iteration 69Q: 3 clusters Score -5576868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -5576857.500000 Penalty: 3495.196289
	Iteration 70Q: 3 clusters Score -5576858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -5576866.500000 Penalty: 3495.196289
	Iteration 71Q: 3 clusters Score -5576866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -5576860.500000 Penalty: 3495.196289
	Iteration 72Q: 3 clusters Score -5576860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -5576875.500000 Penalty: 3495.196289
	Iteration 73Q: 3 clusters Score -5576876 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -5576870.000000 Penalty: 3495.196289
	Iteration 74Q: 3 clusters Score -5576870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
Score: -5576880.500000 Penalty: 3495.196289
	Iteration 75Q: 3 clusters Score -5576880 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -5576857.500000 Penalty: 3495.196289
	Iteration 76Q: 3 clusters Score -5576858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 29442 members 
Entering Unmasked Estep 
Score: -5576867.000000 Penalty: 3495.196289
	Iteration 77Q: 3 clusters Score -5576867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 29433 members 
Entering Unmasked Estep 
Score: -5576861.000000 Penalty: 3495.196289
	Iteration 78Q: 3 clusters Score -5576861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
Score: -5576858.000000 Penalty: 3495.196289
	Iteration 79Q: 3 clusters Score -5576858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 29432 members 
Entering Unmasked Estep 
Score: -5576871.500000 Penalty: 3495.196289
	Iteration 80F: 3 clusters Score -5576872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 29412 members 
Entering Unmasked Estep 
Score: -5576867.000000 Penalty: 3495.196289
	Iteration 81Q: 3 clusters Score -5576867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -5576863.500000 Penalty: 3495.196289
	Iteration 82Q: 3 clusters Score -5576864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -5576863.500000 Penalty: 3495.196289
	Iteration 83F: 3 clusters Score -5576864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -146211.265625 Penalty: 1170.190308
	Iteration 0F: 2 clusters Score -146211.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -144560.812500 Penalty: 2340.380615
	Iteration 0F: 3 clusters Score -144560.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -144875.734375 Penalty: 2340.380615
	Iteration 1F: 3 clusters Score -144875.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -144954.953125 Penalty: 2340.380615
	Iteration 2F: 3 clusters Score -144955 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -145008.968750 Penalty: 2340.380615
	Iteration 3Q: 3 clusters Score -145009 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -145050.968750 Penalty: 2340.380615
	Iteration 4Q: 3 clusters Score -145051 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -145093.593750 Penalty: 2340.380615
	Iteration 5Q: 3 clusters Score -145093.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -145116.703125 Penalty: 2340.380615
	Iteration 6Q: 3 clusters Score -145116.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -145139.984375 Penalty: 2340.380615
	Iteration 7Q: 3 clusters Score -145140 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -145163.078125 Penalty: 2340.380615
	Iteration 8Q: 3 clusters Score -145163.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -145178.718750 Penalty: 2340.380615
	Iteration 9Q: 3 clusters Score -145178.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -145196.281250 Penalty: 2340.380615
	Iteration 10Q: 3 clusters Score -145196.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -145210.578125 Penalty: 2340.380615
	Iteration 11Q: 3 clusters Score -145210.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -145223.703125 Penalty: 2340.380615
	Iteration 12Q: 3 clusters Score -145223.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -145240.953125 Penalty: 2340.380615
	Iteration 13Q: 3 clusters Score -145241 nChanged 25
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: -145264.843750 Penalty: 2340.380615
	Iteration 14Q: 3 clusters Score -145264.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -145282.859375 Penalty: 2340.380615
	Iteration 15Q: 3 clusters Score -145282.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -145302.312500 Penalty: 2340.380615
	Iteration 16Q: 3 clusters Score -145302.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -145322.765625 Penalty: 2340.380615
	Iteration 17Q: 3 clusters Score -145322.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -145338.234375 Penalty: 2340.380615
	Iteration 18Q: 3 clusters Score -145338.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -145351.062500 Penalty: 2340.380615
	Iteration 19Q: 3 clusters Score -145351.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -145356.234375 Penalty: 2340.380615
	Iteration 20F: 3 clusters Score -145356.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -145366.406250 Penalty: 2340.380615
	Iteration 21Q: 3 clusters Score -145366.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -145372.437500 Penalty: 2340.380615
	Iteration 22Q: 3 clusters Score -145372.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -145378.578125 Penalty: 2340.380615
	Iteration 23Q: 3 clusters Score -145378.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -145384.687500 Penalty: 2340.380615
	Iteration 24Q: 3 clusters Score -145384.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -145385.437500 Penalty: 2340.380615
	Iteration 25Q: 3 clusters Score -145385.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -145388.218750 Penalty: 2340.380615
	Iteration 26Q: 3 clusters Score -145388.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -145390.890625 Penalty: 2340.380615
	Iteration 27Q: 3 clusters Score -145390.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -145398.484375 Penalty: 2340.380615
	Iteration 28Q: 3 clusters Score -145398.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -145408.109375 Penalty: 2340.380615
	Iteration 29Q: 3 clusters Score -145408.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -145414.562500 Penalty: 2340.380615
	Iteration 30Q: 3 clusters Score -145414.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -145417.140625 Penalty: 2340.380615
	Iteration 31Q: 3 clusters Score -145417.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -145423.031250 Penalty: 2340.380615
	Iteration 32Q: 3 clusters Score -145423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -145430.828125 Penalty: 2340.380615
	Iteration 33Q: 3 clusters Score -145430.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -145441.437500 Penalty: 2340.380615
	Iteration 34Q: 3 clusters Score -145441.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -145449.328125 Penalty: 2340.380615
	Iteration 35Q: 3 clusters Score -145449.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -145458.718750 Penalty: 2340.380615
	Iteration 36Q: 3 clusters Score -145458.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -145469.343750 Penalty: 2340.380615
	Iteration 37Q: 3 clusters Score -145469.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -145481.125000 Penalty: 2340.380615
	Iteration 38Q: 3 clusters Score -145481.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -145488.078125 Penalty: 2340.380615
	Iteration 39Q: 3 clusters Score -145488.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -145492.390625 Penalty: 2340.380615
	Iteration 40F: 3 clusters Score -145492.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -145494.265625 Penalty: 2340.380615
	Iteration 41Q: 3 clusters Score -145494.3 nChanged 1
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: -145495.234375 Penalty: 2340.380615
	Iteration 42Q: 3 clusters Score -145495.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -145496.671875 Penalty: 2340.380615
	Iteration 43Q: 3 clusters Score -145496.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -145496.812500 Penalty: 2340.380615
	Iteration 44Q: 3 clusters Score -145496.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -145496.812500 Penalty: 2340.380615
	Iteration 45F: 3 clusters Score -145496.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -33495.523438 Penalty: 995.970642
	Iteration 0F: 2 clusters Score -33495.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -32509.498047 Penalty: 1991.941284
	Iteration 0F: 3 clusters Score -32509.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -32773.875000 Penalty: 1991.941284
	Iteration 1F: 3 clusters Score -32773.88 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -32964.332031 Penalty: 1991.941284
	Iteration 2F: 3 clusters Score -32964.33 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -33030.511719 Penalty: 1991.941284
	Iteration 3F: 3 clusters Score -33030.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -33081.917969 Penalty: 1991.941284
	Iteration 4Q: 3 clusters Score -33081.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -33110.093750 Penalty: 1991.941284
	Iteration 5Q: 3 clusters Score -33110.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -33120.484375 Penalty: 1991.941284
	Iteration 6Q: 3 clusters Score -33120.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -33123.097656 Penalty: 1991.941284
	Iteration 7Q: 3 clusters Score -33123.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -33130.234375 Penalty: 1991.941284
	Iteration 8Q: 3 clusters Score -33130.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -33133.242188 Penalty: 1991.941284
	Iteration 9Q: 3 clusters Score -33133.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -33136.769531 Penalty: 1991.941284
	Iteration 10Q: 3 clusters Score -33136.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -33142.765625 Penalty: 1991.941284
	Iteration 11Q: 3 clusters Score -33142.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -33153.832031 Penalty: 1991.941284
	Iteration 12Q: 3 clusters Score -33153.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -33161.804688 Penalty: 1991.941284
	Iteration 13Q: 3 clusters Score -33161.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -33163.425781 Penalty: 1991.941284
	Iteration 14Q: 3 clusters Score -33163.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -33171.347656 Penalty: 1991.941284
	Iteration 15Q: 3 clusters Score -33171.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -33189.664062 Penalty: 1991.941284
	Iteration 16Q: 3 clusters Score -33189.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -33210.660156 Penalty: 1991.941284
	Iteration 17Q: 3 clusters Score -33210.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -33217.421875 Penalty: 1991.941284
	Iteration 18Q: 3 clusters Score -33217.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -33218.277344 Penalty: 1991.941284
	Iteration 19Q: 3 clusters Score -33218.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -33218.277344 Penalty: 1991.941284
	Iteration 20F: 3 clusters Score -33218.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Entering Unmasked Estep 
Score: -30040.134766 Penalty: 963.125488
	Iteration 0F: 2 clusters Score -30040.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -29179.015625 Penalty: 1926.250977
	Iteration 0F: 3 clusters Score -29179.02 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -29461.630859 Penalty: 1926.250977
	Iteration 1F: 3 clusters Score -29461.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -29520.681641 Penalty: 1926.250977
	Iteration 2Q: 3 clusters Score -29520.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -29580.164062 Penalty: 1926.250977
	Iteration 3Q: 3 clusters Score -29580.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -29603.492188 Penalty: 1926.250977
	Iteration 4Q: 3 clusters Score -29603.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -29636.933594 Penalty: 1926.250977
	Iteration 5Q: 3 clusters Score -29636.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -29640.929688 Penalty: 1926.250977
	Iteration 6Q: 3 clusters Score -29640.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -29640.929688 Penalty: 1926.250977
	Iteration 7F: 3 clusters Score -29640.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (81922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81922 members 
Entering Unmasked Estep 
Score: -9586747.000000 Penalty: 1838.447510
	Iteration 0F: 2 clusters Score -9586747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -9532352.000000 Penalty: 3676.895020
	Iteration 0F: 3 clusters Score -9532352 nChanged 38865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43693 members 
Mstep: Class 2 contains 38229 members 
Entering Unmasked Estep 
Score: -9554608.000000 Penalty: 3676.895020
	Iteration 1F: 3 clusters Score -9554608 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45301 members 
Mstep: Class 2 contains 36621 members 
Entering Unmasked Estep 
Score: -9555210.000000 Penalty: 3676.895020
	Iteration 2Q: 3 clusters Score -9555210 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47691 members 
Mstep: Class 2 contains 34231 members 
Entering Unmasked Estep 
Score: -9556159.000000 Penalty: 3676.895020
	Iteration 3Q: 3 clusters Score -9556159 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51221 members 
Mstep: Class 2 contains 30701 members 
Entering Unmasked Estep 
Score: -9557869.000000 Penalty: 3676.895020
	Iteration 4Q: 3 clusters Score -9557869 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56355 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -9561110.000000 Penalty: 3676.895020
	Iteration 5F: 3 clusters Score -9561110 nChanged 6678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63023 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -9566482.000000 Penalty: 3676.895020
	Iteration 6F: 3 clusters Score -9566482 nChanged 7345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70364 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -9573548.000000 Penalty: 3676.895020
	Iteration 7F: 3 clusters Score -9573548 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76412 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -9579703.000000 Penalty: 3676.895020
	Iteration 8F: 3 clusters Score -9579703 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79745 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -9583026.000000 Penalty: 3676.895020
	Iteration 9Q: 3 clusters Score -9583026 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81103 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -9584357.000000 Penalty: 3676.895020
	Iteration 10Q: 3 clusters Score -9584357 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81537 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -9584804.000000 Penalty: 3676.895020
	Iteration 11Q: 3 clusters Score -9584804 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81652 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -9584924.000000 Penalty: 3676.895020
	Iteration 12Q: 3 clusters Score -9584924 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81703 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -9585003.000000 Penalty: 3676.895020
	Iteration 13Q: 3 clusters Score -9585003 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81724 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -9585037.000000 Penalty: 3676.895020
	Iteration 14Q: 3 clusters Score -9585037 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81733 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -9585066.000000 Penalty: 3676.895020
	Iteration 15Q: 3 clusters Score -9585066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81736 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -9585071.000000 Penalty: 3676.895020
	Iteration 16Q: 3 clusters Score -9585071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81736 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -9585066.000000 Penalty: 3676.895020
	Iteration 17Q: 3 clusters Score -9585066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81736 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -9585068.000000 Penalty: 3676.895020
	Iteration 18Q: 3 clusters Score -9585068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81737 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -9585072.000000 Penalty: 3676.895020
	Iteration 19Q: 3 clusters Score -9585072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81737 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -9585072.000000 Penalty: 3676.895020
	Iteration 20F: 3 clusters Score -9585072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (12815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Entering Unmasked Estep 
Score: -1452514.125000 Penalty: 1536.985474
	Iteration 0F: 2 clusters Score -1452514 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 6381 members 
Entering Unmasked Estep 
Score: -1443500.375000 Penalty: 3073.970947
	Iteration 0F: 3 clusters Score -1443500 nChanged 5716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1446574.125000 Penalty: 3073.970947
	Iteration 1F: 3 clusters Score -1446574 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1446870.875000 Penalty: 3073.970947
	Iteration 2F: 3 clusters Score -1446871 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1447145.125000 Penalty: 3073.970947
	Iteration 3F: 3 clusters Score -1447145 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1447458.875000 Penalty: 3073.970947
	Iteration 4F: 3 clusters Score -1447459 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1447829.375000 Penalty: 3073.970947
	Iteration 5F: 3 clusters Score -1447829 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1448232.625000 Penalty: 3073.970947
	Iteration 6F: 3 clusters Score -1448233 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1448729.500000 Penalty: 3073.970947
	Iteration 7F: 3 clusters Score -1448730 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1449288.750000 Penalty: 3073.970947
	Iteration 8F: 3 clusters Score -1449289 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1449837.125000 Penalty: 3073.970947
	Iteration 9F: 3 clusters Score -1449837 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1450301.625000 Penalty: 3073.970947
	Iteration 10Q: 3 clusters Score -1450302 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1450660.250000 Penalty: 3073.970947
	Iteration 11Q: 3 clusters Score -1450660 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1450901.375000 Penalty: 3073.970947
	Iteration 12Q: 3 clusters Score -1450901 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1451036.625000 Penalty: 3073.970947
	Iteration 13Q: 3 clusters Score -1451037 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1451113.625000 Penalty: 3073.970947
	Iteration 14Q: 3 clusters Score -1451114 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1451154.125000 Penalty: 3073.970947
	Iteration 15Q: 3 clusters Score -1451154 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1451184.125000 Penalty: 3073.970947
	Iteration 16Q: 3 clusters Score -1451184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1451194.625000 Penalty: 3073.970947
	Iteration 17Q: 3 clusters Score -1451195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1451203.625000 Penalty: 3073.970947
	Iteration 18Q: 3 clusters Score -1451204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1451210.250000 Penalty: 3073.970947
	Iteration 19Q: 3 clusters Score -1451210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1451218.875000 Penalty: 3073.970947
	Iteration 20F: 3 clusters Score -1451219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1451227.500000 Penalty: 3073.970947
	Iteration 21Q: 3 clusters Score -1451228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -1451230.750000 Penalty: 3073.970947
	Iteration 22Q: 3 clusters Score -1451231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1451231.625000 Penalty: 3073.970947
	Iteration 23Q: 3 clusters Score -1451232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1451231.625000 Penalty: 3073.970947
	Iteration 24F: 3 clusters Score -1451232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Entering Unmasked Estep 
Score: -63104.722656 Penalty: 1041.653442
	Iteration 0F: 2 clusters Score -63104.72 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 308 members 
Entering Unmasked Estep 
Score: -61952.042969 Penalty: 2083.306885
	Iteration 0F: 3 clusters Score -61952.04 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -62152.195312 Penalty: 2083.306885
	Iteration 1F: 3 clusters Score -62152.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -62196.351562 Penalty: 2083.306885
	Iteration 2F: 3 clusters Score -62196.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -62220.519531 Penalty: 2083.306885
	Iteration 3Q: 3 clusters Score -62220.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -62237.359375 Penalty: 2083.306885
	Iteration 4Q: 3 clusters Score -62237.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -62252.382812 Penalty: 2083.306885
	Iteration 5Q: 3 clusters Score -62252.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -62260.265625 Penalty: 2083.306885
	Iteration 6Q: 3 clusters Score -62260.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -62263.468750 Penalty: 2083.306885
	Iteration 7Q: 3 clusters Score -62263.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -62263.851562 Penalty: 2083.306885
	Iteration 8Q: 3 clusters Score -62263.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -62263.851562 Penalty: 2083.306885
	Iteration 9F: 3 clusters Score -62263.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (10666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Entering Unmasked Estep 
Score: -1126911.250000 Penalty: 1507.157715
	Iteration 0F: 2 clusters Score -1126911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1119283.500000 Penalty: 3014.315430
	Iteration 0F: 3 clusters Score -1119284 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1122015.500000 Penalty: 3014.315430
	Iteration 1F: 3 clusters Score -1122016 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1122439.375000 Penalty: 3014.315430
	Iteration 2F: 3 clusters Score -1122439 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1122783.500000 Penalty: 3014.315430
	Iteration 3F: 3 clusters Score -1122784 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1123160.625000 Penalty: 3014.315430
	Iteration 4F: 3 clusters Score -1123161 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1123584.250000 Penalty: 3014.315430
	Iteration 5F: 3 clusters Score -1123584 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1123964.000000 Penalty: 3014.315430
	Iteration 6F: 3 clusters Score -1123964 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1124323.375000 Penalty: 3014.315430
	Iteration 7F: 3 clusters Score -1124323 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1124582.750000 Penalty: 3014.315430
	Iteration 8Q: 3 clusters Score -1124583 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1124784.375000 Penalty: 3014.315430
	Iteration 9Q: 3 clusters Score -1124784 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1124919.250000 Penalty: 3014.315430
	Iteration 10Q: 3 clusters Score -1124919 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1125019.500000 Penalty: 3014.315430
	Iteration 11Q: 3 clusters Score -1125020 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1125076.250000 Penalty: 3014.315430
	Iteration 12Q: 3 clusters Score -1125076 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1125106.375000 Penalty: 3014.315430
	Iteration 13Q: 3 clusters Score -1125106 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1125130.500000 Penalty: 3014.315430
	Iteration 14Q: 3 clusters Score -1125130 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1125146.000000 Penalty: 3014.315430
	Iteration 15Q: 3 clusters Score -1125146 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1125159.250000 Penalty: 3014.315430
	Iteration 16Q: 3 clusters Score -1125159 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1125165.625000 Penalty: 3014.315430
	Iteration 17Q: 3 clusters Score -1125166 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1125175.875000 Penalty: 3014.315430
	Iteration 18Q: 3 clusters Score -1125176 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1125184.625000 Penalty: 3014.315430
	Iteration 19Q: 3 clusters Score -1125185 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1125190.875000 Penalty: 3014.315430
	Iteration 20F: 3 clusters Score -1125191 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1125198.500000 Penalty: 3014.315430
	Iteration 21Q: 3 clusters Score -1125198 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1125210.000000 Penalty: 3014.315430
	Iteration 22Q: 3 clusters Score -1125210 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1125222.000000 Penalty: 3014.315430
	Iteration 23Q: 3 clusters Score -1125222 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1125234.500000 Penalty: 3014.315430
	Iteration 24Q: 3 clusters Score -1125234 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1125247.375000 Penalty: 3014.315430
	Iteration 25Q: 3 clusters Score -1125247 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1125253.125000 Penalty: 3014.315430
	Iteration 26Q: 3 clusters Score -1125253 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1125259.625000 Penalty: 3014.315430
	Iteration 27Q: 3 clusters Score -1125260 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1125268.500000 Penalty: 3014.315430
	Iteration 28Q: 3 clusters Score -1125268 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1125280.125000 Penalty: 3014.315430
	Iteration 29Q: 3 clusters Score -1125280 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1125288.750000 Penalty: 3014.315430
	Iteration 30Q: 3 clusters Score -1125289 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1125289.875000 Penalty: 3014.315430
	Iteration 31Q: 3 clusters Score -1125290 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1125293.750000 Penalty: 3014.315430
	Iteration 32Q: 3 clusters Score -1125294 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1125302.750000 Penalty: 3014.315430
	Iteration 33Q: 3 clusters Score -1125303 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1125308.500000 Penalty: 3014.315430
	Iteration 34Q: 3 clusters Score -1125308 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1125310.625000 Penalty: 3014.315430
	Iteration 35Q: 3 clusters Score -1125311 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1125316.125000 Penalty: 3014.315430
	Iteration 36Q: 3 clusters Score -1125316 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1125321.125000 Penalty: 3014.315430
	Iteration 37Q: 3 clusters Score -1125321 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1125323.375000 Penalty: 3014.315430
	Iteration 38Q: 3 clusters Score -1125323 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1125327.375000 Penalty: 3014.315430
	Iteration 39Q: 3 clusters Score -1125327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1125326.625000 Penalty: 3014.315430
	Iteration 40F: 3 clusters Score -1125327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1125328.750000 Penalty: 3014.315430
	Iteration 41Q: 3 clusters Score -1125329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1125330.625000 Penalty: 3014.315430
	Iteration 42Q: 3 clusters Score -1125331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1125327.125000 Penalty: 3014.315430
	Iteration 43Q: 3 clusters Score -1125327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1125331.000000 Penalty: 3014.315430
	Iteration 44Q: 3 clusters Score -1125331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1125329.500000 Penalty: 3014.315430
	Iteration 45Q: 3 clusters Score -1125330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1125331.250000 Penalty: 3014.315430
	Iteration 46Q: 3 clusters Score -1125331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1125331.875000 Penalty: 3014.315430
	Iteration 47Q: 3 clusters Score -1125332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1125332.750000 Penalty: 3014.315430
	Iteration 48Q: 3 clusters Score -1125333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1125332.000000 Penalty: 3014.315430
	Iteration 49Q: 3 clusters Score -1125332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1125334.125000 Penalty: 3014.315430
	Iteration 50Q: 3 clusters Score -1125334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1125337.250000 Penalty: 3014.315430
	Iteration 51Q: 3 clusters Score -1125337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1125336.125000 Penalty: 3014.315430
	Iteration 52Q: 3 clusters Score -1125336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1125336.250000 Penalty: 3014.315430
	Iteration 53Q: 3 clusters Score -1125336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1125335.500000 Penalty: 3014.315430
	Iteration 54Q: 3 clusters Score -1125336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1125339.375000 Penalty: 3014.315430
	Iteration 55Q: 3 clusters Score -1125339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1125338.500000 Penalty: 3014.315430
	Iteration 56Q: 3 clusters Score -1125338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1125338.625000 Penalty: 3014.315430
	Iteration 57Q: 3 clusters Score -1125339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1125340.750000 Penalty: 3014.315430
	Iteration 58Q: 3 clusters Score -1125341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1125339.875000 Penalty: 3014.315430
	Iteration 59Q: 3 clusters Score -1125340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1125341.500000 Penalty: 3014.315430
	Iteration 60F: 3 clusters Score -1125342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1125341.750000 Penalty: 3014.315430
	Iteration 61Q: 3 clusters Score -1125342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1125341.750000 Penalty: 3014.315430
	Iteration 62F: 3 clusters Score -1125342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (142306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142306 members 
Entering Unmasked Estep 
Score: -16818992.000000 Penalty: 1928.182007
	Iteration 0F: 2 clusters Score -1.681899e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70981 members 
Mstep: Class 2 contains 71325 members 
Entering Unmasked Estep 
Score: -16739525.000000 Penalty: 3856.364014
	Iteration 0F: 3 clusters Score -1.673952e+07 nChanged 68844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71627 members 
Mstep: Class 2 contains 70679 members 
Entering Unmasked Estep 
Score: -16780008.000000 Penalty: 3856.364014
	Iteration 1F: 3 clusters Score -1.678001e+07 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73337 members 
Mstep: Class 2 contains 68969 members 
Entering Unmasked Estep 
Score: -16781022.000000 Penalty: 3856.364014
	Iteration 2Q: 3 clusters Score -1.678102e+07 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75944 members 
Mstep: Class 2 contains 66362 members 
Entering Unmasked Estep 
Score: -16782518.000000 Penalty: 3856.364014
	Iteration 3Q: 3 clusters Score -1.678252e+07 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79835 members 
Mstep: Class 2 contains 62471 members 
Entering Unmasked Estep 
Score: -16784798.000000 Penalty: 3856.364014
	Iteration 4Q: 3 clusters Score -1.67848e+07 nChanged 7069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85646 members 
Mstep: Class 2 contains 56660 members 
Entering Unmasked Estep 
Score: -16789906.000000 Penalty: 3856.364014
	Iteration 5Q: 3 clusters Score -1.678991e+07 nChanged 8915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92565 members 
Mstep: Class 2 contains 49741 members 
Entering Unmasked Estep 
Score: -16796772.000000 Penalty: 3856.364014
	Iteration 6F: 3 clusters Score -1.679677e+07 nChanged 10036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98055 members 
Mstep: Class 2 contains 44251 members 
Entering Unmasked Estep 
Score: -16804664.000000 Penalty: 3856.364014
	Iteration 7F: 3 clusters Score -1.680466e+07 nChanged 9831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100150 members 
Mstep: Class 2 contains 42156 members 
Entering Unmasked Estep 
Score: -16813728.000000 Penalty: 3856.364014
	Iteration 8F: 3 clusters Score -1.681373e+07 nChanged 9432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98996 members 
Mstep: Class 2 contains 43310 members 
Entering Unmasked Estep 
Score: -16821602.000000 Penalty: 3856.364014
	Iteration 9F: 3 clusters Score -1.68216e+07 nChanged 7074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97052 members 
Mstep: Class 2 contains 45254 members 
Entering Unmasked Estep 
Score: -16825632.000000 Penalty: 3856.364014
	Iteration 10Q: 3 clusters Score -1.682563e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95678 members 
Mstep: Class 2 contains 46628 members 
Entering Unmasked Estep 
Score: -16827908.000000 Penalty: 3856.364014
	Iteration 11Q: 3 clusters Score -1.682791e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94722 members 
Mstep: Class 2 contains 47584 members 
Entering Unmasked Estep 
Score: -16829432.000000 Penalty: 3856.364014
	Iteration 12Q: 3 clusters Score -1.682943e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94047 members 
Mstep: Class 2 contains 48259 members 
Entering Unmasked Estep 
Score: -16830440.000000 Penalty: 3856.364014
	Iteration 13Q: 3 clusters Score -1.683044e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93731 members 
Mstep: Class 2 contains 48575 members 
Entering Unmasked Estep 
Score: -16831140.000000 Penalty: 3856.364014
	Iteration 14Q: 3 clusters Score -1.683114e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93572 members 
Mstep: Class 2 contains 48734 members 
Entering Unmasked Estep 
Score: -16831656.000000 Penalty: 3856.364014
	Iteration 15Q: 3 clusters Score -1.683166e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93290 members 
Mstep: Class 2 contains 49016 members 
Entering Unmasked Estep 
Score: -16832010.000000 Penalty: 3856.364014
	Iteration 16Q: 3 clusters Score -1.683201e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93190 members 
Mstep: Class 2 contains 49116 members 
Entering Unmasked Estep 
Score: -16832198.000000 Penalty: 3856.364014
	Iteration 17Q: 3 clusters Score -1.68322e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93245 members 
Mstep: Class 2 contains 49061 members 
Entering Unmasked Estep 
Score: -16832326.000000 Penalty: 3856.364014
	Iteration 18Q: 3 clusters Score -1.683233e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93234 members 
Mstep: Class 2 contains 49072 members 
Entering Unmasked Estep 
Score: -16832404.000000 Penalty: 3856.364014
	Iteration 19Q: 3 clusters Score -1.68324e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93235 members 
Mstep: Class 2 contains 49071 members 
Entering Unmasked Estep 
Score: -16832372.000000 Penalty: 3856.364014
	Iteration 20F: 3 clusters Score -1.683237e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93295 members 
Mstep: Class 2 contains 49011 members 
Entering Unmasked Estep 
Score: -16832394.000000 Penalty: 3856.364014
	Iteration 21Q: 3 clusters Score -1.683239e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93353 members 
Mstep: Class 2 contains 48953 members 
Entering Unmasked Estep 
Score: -16832388.000000 Penalty: 3856.364014
	Iteration 22Q: 3 clusters Score -1.683239e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93419 members 
Mstep: Class 2 contains 48887 members 
Entering Unmasked Estep 
Score: -16832336.000000 Penalty: 3856.364014
	Iteration 23Q: 3 clusters Score -1.683234e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93546 members 
Mstep: Class 2 contains 48760 members 
Entering Unmasked Estep 
Score: -16832308.000000 Penalty: 3856.364014
	Iteration 24Q: 3 clusters Score -1.683231e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93666 members 
Mstep: Class 2 contains 48640 members 
Entering Unmasked Estep 
Score: -16832240.000000 Penalty: 3856.364014
	Iteration 25Q: 3 clusters Score -1.683224e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93650 members 
Mstep: Class 2 contains 48656 members 
Entering Unmasked Estep 
Score: -16832280.000000 Penalty: 3856.364014
	Iteration 26Q: 3 clusters Score -1.683228e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93743 members 
Mstep: Class 2 contains 48563 members 
Entering Unmasked Estep 
Score: -16832294.000000 Penalty: 3856.364014
	Iteration 27Q: 3 clusters Score -1.683229e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93818 members 
Mstep: Class 2 contains 48488 members 
Entering Unmasked Estep 
Score: -16832306.000000 Penalty: 3856.364014
	Iteration 28Q: 3 clusters Score -1.683231e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93797 members 
Mstep: Class 2 contains 48509 members 
Entering Unmasked Estep 
Score: -16832318.000000 Penalty: 3856.364014
	Iteration 29Q: 3 clusters Score -1.683232e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93836 members 
Mstep: Class 2 contains 48470 members 
Entering Unmasked Estep 
Score: -16832298.000000 Penalty: 3856.364014
	Iteration 30Q: 3 clusters Score -1.68323e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93858 members 
Mstep: Class 2 contains 48448 members 
Entering Unmasked Estep 
Score: -16832296.000000 Penalty: 3856.364014
	Iteration 31Q: 3 clusters Score -1.68323e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93905 members 
Mstep: Class 2 contains 48401 members 
Entering Unmasked Estep 
Score: -16832294.000000 Penalty: 3856.364014
	Iteration 32Q: 3 clusters Score -1.683229e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93944 members 
Mstep: Class 2 contains 48362 members 
Entering Unmasked Estep 
Score: -16832266.000000 Penalty: 3856.364014
	Iteration 33Q: 3 clusters Score -1.683227e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93953 members 
Mstep: Class 2 contains 48353 members 
Entering Unmasked Estep 
Score: -16832286.000000 Penalty: 3856.364014
	Iteration 34Q: 3 clusters Score -1.683229e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93994 members 
Mstep: Class 2 contains 48312 members 
Entering Unmasked Estep 
Score: -16832244.000000 Penalty: 3856.364014
	Iteration 35Q: 3 clusters Score -1.683224e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93942 members 
Mstep: Class 2 contains 48364 members 
Entering Unmasked Estep 
Score: -16832264.000000 Penalty: 3856.364014
	Iteration 36Q: 3 clusters Score -1.683226e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93952 members 
Mstep: Class 2 contains 48354 members 
Entering Unmasked Estep 
Score: -16832266.000000 Penalty: 3856.364014
	Iteration 37Q: 3 clusters Score -1.683227e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93950 members 
Mstep: Class 2 contains 48356 members 
Entering Unmasked Estep 
Score: -16832266.000000 Penalty: 3856.364014
	Iteration 38Q: 3 clusters Score -1.683227e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93927 members 
Mstep: Class 2 contains 48379 members 
Entering Unmasked Estep 
Score: -16832272.000000 Penalty: 3856.364014
	Iteration 39Q: 3 clusters Score -1.683227e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93899 members 
Mstep: Class 2 contains 48407 members 
Entering Unmasked Estep 
Score: -16832300.000000 Penalty: 3856.364014
	Iteration 40F: 3 clusters Score -1.68323e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93876 members 
Mstep: Class 2 contains 48430 members 
Entering Unmasked Estep 
Score: -16832308.000000 Penalty: 3856.364014
	Iteration 41Q: 3 clusters Score -1.683231e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93871 members 
Mstep: Class 2 contains 48435 members 
Entering Unmasked Estep 
Score: -16832318.000000 Penalty: 3856.364014
	Iteration 42Q: 3 clusters Score -1.683232e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93875 members 
Mstep: Class 2 contains 48431 members 
Entering Unmasked Estep 
Score: -16832314.000000 Penalty: 3856.364014
	Iteration 43Q: 3 clusters Score -1.683231e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93890 members 
Mstep: Class 2 contains 48416 members 
Entering Unmasked Estep 
Score: -16832286.000000 Penalty: 3856.364014
	Iteration 44Q: 3 clusters Score -1.683229e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93883 members 
Mstep: Class 2 contains 48423 members 
Entering Unmasked Estep 
Score: -16832300.000000 Penalty: 3856.364014
	Iteration 45Q: 3 clusters Score -1.68323e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93870 members 
Mstep: Class 2 contains 48436 members 
Entering Unmasked Estep 
Score: -16832296.000000 Penalty: 3856.364014
	Iteration 46Q: 3 clusters Score -1.68323e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93870 members 
Mstep: Class 2 contains 48436 members 
Entering Unmasked Estep 
Score: -16832296.000000 Penalty: 3856.364014
	Iteration 47F: 3 clusters Score -1.68323e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 3508 members 
Mstep: Class 3 contains 41931 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34184 members 
Mstep: Class 6 contains 74158 members 
Mstep: Class 7 contains 8788 members 
Mstep: Class 8 contains 36433 members 
Mstep: Class 9 contains 31914 members 
Mstep: Class 10 contains 16213 members 
Mstep: Class 11 contains 8083 members 
Mstep: Class 12 contains 59838 members 
Mstep: Class 13 contains 4125 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1901 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 125281 members 
Mstep: Class 20 contains 52292 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37735 members 
Mstep: Class 23 contains 9593 members 
Mstep: Class 24 contains 16316 members 
Mstep: Class 25 contains 82298 members 
Mstep: Class 26 contains 25698 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 820 members 
Mstep: Class 29 contains 2572 members 
Mstep: Class 30 contains 55380 members 
Mstep: Class 31 contains 262 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 46838 members 
Mstep: Class 34 contains 1341 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 81922 members 
Mstep: Class 38 contains 12815 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10666 members 
Mstep: Class 41 contains 93870 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 63764 members 
Mstep: Class 45 contains 192006 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 52585 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 43004 members 
Mstep: Class 50 contains 104405 members 
Mstep: Class 51 contains 773 members 
Mstep: Class 52 contains 57294 members 
Mstep: Class 53 contains 52877 members 
Mstep: Class 54 contains 17745 members 
Mstep: Class 55 contains 5776 members 
Mstep: Class 56 contains 34099 members 
Mstep: Class 57 contains 12262 members 
Mstep: Class 58 contains 19207 members 
Mstep: Class 59 contains 131 members 
Mstep: Class 60 contains 48436 members 
Entering Unmasked Estep 
Score: -194746736.000000 Penalty: 140005.218750
Splitting cluster 41 changes total score from -194725904.000000 to -194746736.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 42 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -30636.789062 Penalty: 946.244934
	Iteration 0F: 2 clusters Score -30636.79 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 165 members 
Entering Unmasked Estep 
Score: -29771.005859 Penalty: 1892.489868
	Iteration 0F: 3 clusters Score -29771.01 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29949.535156 Penalty: 1892.489868
	Iteration 1F: 3 clusters Score -29949.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -30078.900391 Penalty: 1892.489868
	Iteration 2F: 3 clusters Score -30078.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -30141.603516 Penalty: 1892.489868
	Iteration 3F: 3 clusters Score -30141.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -30168.166016 Penalty: 1892.489868
	Iteration 4Q: 3 clusters Score -30168.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -30202.708984 Penalty: 1892.489868
	Iteration 5Q: 3 clusters Score -30202.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -30215.167969 Penalty: 1892.489868
	Iteration 6Q: 3 clusters Score -30215.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -30235.771484 Penalty: 1892.489868
	Iteration 7Q: 3 clusters Score -30235.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -30241.646484 Penalty: 1892.489868
	Iteration 8Q: 3 clusters Score -30241.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -30242.593750 Penalty: 1892.489868
	Iteration 9Q: 3 clusters Score -30242.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -30248.734375 Penalty: 1892.489868
	Iteration 10Q: 3 clusters Score -30248.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -30254.386719 Penalty: 1892.489868
	Iteration 11Q: 3 clusters Score -30254.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -30265.789062 Penalty: 1892.489868
	Iteration 12Q: 3 clusters Score -30265.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -30269.328125 Penalty: 1892.489868
	Iteration 13Q: 3 clusters Score -30269.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -30273.451172 Penalty: 1892.489868
	Iteration 14Q: 3 clusters Score -30273.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -30273.876953 Penalty: 1892.489868
	Iteration 15Q: 3 clusters Score -30273.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -30273.876953 Penalty: 1892.489868
	Iteration 16F: 3 clusters Score -30273.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Entering Unmasked Estep 
Score: -9516.983398 Penalty: 871.971069
	Iteration 0F: 2 clusters Score -9516.983 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 112 members 
Entering Unmasked Estep 
Score: -8821.754883 Penalty: 1743.942139
	Iteration 0F: 3 clusters Score -8821.755 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -8950.044922 Penalty: 1743.942139
	Iteration 1F: 3 clusters Score -8950.045 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9008.571289 Penalty: 1743.942139
	Iteration 2F: 3 clusters Score -9008.571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9058.408203 Penalty: 1743.942139
	Iteration 3Q: 3 clusters Score -9058.408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9098.587891 Penalty: 1743.942139
	Iteration 4Q: 3 clusters Score -9098.588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -9118.981445 Penalty: 1743.942139
	Iteration 5Q: 3 clusters Score -9118.981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -9121.815430 Penalty: 1743.942139
	Iteration 6Q: 3 clusters Score -9121.815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -9125.810547 Penalty: 1743.942139
	Iteration 7Q: 3 clusters Score -9125.811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -9130.132812 Penalty: 1743.942139
	Iteration 8Q: 3 clusters Score -9130.133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9135.069336 Penalty: 1743.942139
	Iteration 9Q: 3 clusters Score -9135.069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -9135.069336 Penalty: 1743.942139
	Iteration 10F: 3 clusters Score -9135.069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (63764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63764 members 
Entering Unmasked Estep 
Score: -7515715.500000 Penalty: 1797.728516
	Iteration 0F: 2 clusters Score -7515716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31934 members 
Mstep: Class 2 contains 31830 members 
Entering Unmasked Estep 
Score: -7473112.500000 Penalty: 3595.457031
	Iteration 0F: 3 clusters Score -7473112 nChanged 30174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 31290 members 
Entering Unmasked Estep 
Score: -7490141.500000 Penalty: 3595.457031
	Iteration 1F: 3 clusters Score -7490142 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32893 members 
Mstep: Class 2 contains 30871 members 
Entering Unmasked Estep 
Score: -7490591.000000 Penalty: 3595.457031
	Iteration 2Q: 3 clusters Score -7490591 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 30271 members 
Entering Unmasked Estep 
Score: -7490999.000000 Penalty: 3595.457031
	Iteration 3Q: 3 clusters Score -7490999 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34447 members 
Mstep: Class 2 contains 29317 members 
Entering Unmasked Estep 
Score: -7491520.500000 Penalty: 3595.457031
	Iteration 4Q: 3 clusters Score -7491520 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35876 members 
Mstep: Class 2 contains 27888 members 
Entering Unmasked Estep 
Score: -7492236.500000 Penalty: 3595.457031
	Iteration 5Q: 3 clusters Score -7492236 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37907 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -7493239.000000 Penalty: 3595.457031
	Iteration 6Q: 3 clusters Score -7493239 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40722 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -7494780.500000 Penalty: 3595.457031
	Iteration 7F: 3 clusters Score -7494780 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44308 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -7497490.000000 Penalty: 3595.457031
	Iteration 8F: 3 clusters Score -7497490 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48460 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -7501408.500000 Penalty: 3595.457031
	Iteration 9F: 3 clusters Score -7501408 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52017 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -7505816.500000 Penalty: 3595.457031
	Iteration 10F: 3 clusters Score -7505816 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53857 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -7509694.000000 Penalty: 3595.457031
	Iteration 11Q: 3 clusters Score -7509694 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54074 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -7512055.500000 Penalty: 3595.457031
	Iteration 12Q: 3 clusters Score -7512056 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53862 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -7513287.000000 Penalty: 3595.457031
	Iteration 13Q: 3 clusters Score -7513287 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53669 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -7513966.500000 Penalty: 3595.457031
	Iteration 14Q: 3 clusters Score -7513966 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53479 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -7514334.500000 Penalty: 3595.457031
	Iteration 15Q: 3 clusters Score -7514334 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53328 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -7514541.500000 Penalty: 3595.457031
	Iteration 16Q: 3 clusters Score -7514542 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53214 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -7514642.000000 Penalty: 3595.457031
	Iteration 17Q: 3 clusters Score -7514642 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53101 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -7514679.000000 Penalty: 3595.457031
	Iteration 18Q: 3 clusters Score -7514679 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53013 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -7514713.000000 Penalty: 3595.457031
	Iteration 19Q: 3 clusters Score -7514713 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52919 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -7514740.000000 Penalty: 3595.457031
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 52839 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7514742 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52772 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7514732 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52715 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7514725 nChanged 63
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Mstep: Class 1 contains 52652 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 52601 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7514710 nChanged 54
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Mstep: Class 1 contains 52547 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7514718 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52485 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7514737 nChanged 55
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Mstep: Class 1 contains 52430 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7514748 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52372 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 52315 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7514752 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52250 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7514742 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52178 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7514754 nChanged 65
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Mstep: Class 1 contains 52113 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7514760 nChanged 67
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Mstep: Class 1 contains 52046 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7514767 nChanged 74
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Mstep: Class 1 contains 51972 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7514754 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51888 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7514761 nChanged 83
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Mstep: Class 1 contains 51805 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7514754 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51733 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 51654 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7514766 nChanged 91
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Mstep: Class 1 contains 51563 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7514754 nChanged 86
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Mstep: Class 1 contains 51477 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7514744 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51397 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7514748 nChanged 85
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Mstep: Class 1 contains 51312 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7514752 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51225 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 51117 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 51023 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 50907 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 50805 members 
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	Iteration 48Q: 3 clusters Score -7514730 nChanged 86
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Mstep: Class 1 contains 50719 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 50623 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 50535 members 
Mstep: Class 2 contains 13229 members 
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Mstep: Class 1 contains 50446 members 
Mstep: Class 2 contains 13318 members 
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Mstep: Class 1 contains 50365 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 50114 members 
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Mstep: Class 1 contains 50074 members 
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	Iteration 58Q: 3 clusters Score -7514724 nChanged 49
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Mstep: Class 1 contains 50025 members 
Mstep: Class 2 contains 13739 members 
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Mstep: Class 1 contains 49965 members 
Mstep: Class 2 contains 13799 members 
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	Iteration 60F: 3 clusters Score -7514749 nChanged 50
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Mstep: Class 1 contains 49915 members 
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Mstep: Class 1 contains 49871 members 
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	Iteration 62Q: 3 clusters Score -7514749 nChanged 40
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Mstep: Class 1 contains 49831 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 49797 members 
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	Iteration 64Q: 3 clusters Score -7514744 nChanged 27
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Mstep: Class 1 contains 49770 members 
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	Iteration 65Q: 3 clusters Score -7514748 nChanged 24
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Mstep: Class 1 contains 49746 members 
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	Iteration 66Q: 3 clusters Score -7514745 nChanged 29
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Mstep: Class 1 contains 49717 members 
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	Iteration 67Q: 3 clusters Score -7514724 nChanged 32
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Mstep: Class 1 contains 49685 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7514735 nChanged 33
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Mstep: Class 1 contains 49652 members 
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	Iteration 69Q: 3 clusters Score -7514736 nChanged 46
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Mstep: Class 1 contains 49606 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7514742 nChanged 46
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Mstep: Class 1 contains 49560 members 
Mstep: Class 2 contains 14204 members 
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	Iteration 71Q: 3 clusters Score -7514736 nChanged 41
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Mstep: Class 1 contains 49519 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7514724 nChanged 41
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Mstep: Class 1 contains 49478 members 
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	Iteration 73Q: 3 clusters Score -7514735 nChanged 51
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Mstep: Class 1 contains 49427 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7514727 nChanged 57
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Mstep: Class 1 contains 49370 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 49308 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7514732 nChanged 64
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Mstep: Class 1 contains 49244 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7514736 nChanged 68
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Mstep: Class 1 contains 49176 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7514734 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49119 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7514729 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49066 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7514732 nChanged 60
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Mstep: Class 1 contains 49006 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7514726 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48936 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7514732 nChanged 55
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7514720 nChanged 54
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Mstep: Class 1 contains 48827 members 
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	Iteration 84Q: 3 clusters Score -7514715 nChanged 39
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Mstep: Class 1 contains 48788 members 
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	Iteration 85Q: 3 clusters Score -7514698 nChanged 42
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Mstep: Class 1 contains 48746 members 
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	Iteration 86Q: 3 clusters Score -7514692 nChanged 36
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Mstep: Class 1 contains 48710 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7514681 nChanged 41
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Mstep: Class 1 contains 48669 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7514682 nChanged 34
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Mstep: Class 1 contains 48635 members 
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	Iteration 89Q: 3 clusters Score -7514689 nChanged 28
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Mstep: Class 1 contains 48607 members 
Mstep: Class 2 contains 15157 members 
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	Iteration 90Q: 3 clusters Score -7514681 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48571 members 
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	Iteration 91Q: 3 clusters Score -7514694 nChanged 23
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Mstep: Class 1 contains 48548 members 
Mstep: Class 2 contains 15216 members 
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	Iteration 92Q: 3 clusters Score -7514686 nChanged 25
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Mstep: Class 1 contains 48523 members 
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	Iteration 93Q: 3 clusters Score -7514694 nChanged 18
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Mstep: Class 1 contains 48505 members 
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	Iteration 94Q: 3 clusters Score -7514688 nChanged 21
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Mstep: Class 1 contains 48484 members 
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	Iteration 95Q: 3 clusters Score -7514692 nChanged 22
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	Iteration 96Q: 3 clusters Score -7514680 nChanged 22
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	Iteration 97Q: 3 clusters Score -7514678 nChanged 18
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	Iteration 98Q: 3 clusters Score -7514677 nChanged 16
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Mstep: Class 1 contains 48406 members 
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	Iteration 99Q: 3 clusters Score -7514676 nChanged 16
Entering Unmasked Mstep 
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	Iteration 100F: 3 clusters Score -7514674 nChanged 9
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	Iteration 101Q: 3 clusters Score -7514685 nChanged 13
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	Iteration 102Q: 3 clusters Score -7514684 nChanged 13
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	Iteration 103Q: 3 clusters Score -7514690 nChanged 14
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	Iteration 104Q: 3 clusters Score -7514692 nChanged 19
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	Iteration 105Q: 3 clusters Score -7514698 nChanged 13
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	Iteration 106Q: 3 clusters Score -7514690 nChanged 12
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	Iteration 107Q: 3 clusters Score -7514698 nChanged 15
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	Iteration 108Q: 3 clusters Score -7514706 nChanged 20
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	Iteration 109Q: 3 clusters Score -7514695 nChanged 30
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	Iteration 110Q: 3 clusters Score -7514692 nChanged 29
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	Iteration 111Q: 3 clusters Score -7514694 nChanged 24
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	Iteration 112Q: 3 clusters Score -7514698 nChanged 17
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	Iteration 113Q: 3 clusters Score -7514691 nChanged 26
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	Iteration 259Q: 3 clusters Score -7514684 nChanged 13
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Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -7514685.500000 Penalty: 3595.457031
	Iteration 300F: 3 clusters Score -7514686 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42693 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -7514689.000000 Penalty: 3595.457031
	Iteration 301Q: 3 clusters Score -7514689 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42660 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -7514685.000000 Penalty: 3595.457031
	Iteration 302Q: 3 clusters Score -7514685 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42628 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -7514682.500000 Penalty: 3595.457031
	Iteration 303Q: 3 clusters Score -7514682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42609 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -7514688.500000 Penalty: 3595.457031
	Iteration 304Q: 3 clusters Score -7514688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42591 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -7514692.500000 Penalty: 3595.457031
	Iteration 305Q: 3 clusters Score -7514692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42572 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -7514684.000000 Penalty: 3595.457031
	Iteration 306Q: 3 clusters Score -7514684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42557 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -7514689.500000 Penalty: 3595.457031
	Iteration 307Q: 3 clusters Score -7514690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42548 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -7514692.000000 Penalty: 3595.457031
	Iteration 308Q: 3 clusters Score -7514692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42537 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -7514682.500000 Penalty: 3595.457031
	Iteration 309Q: 3 clusters Score -7514682 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42512 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -7514688.500000 Penalty: 3595.457031
	Iteration 310Q: 3 clusters Score -7514688 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42494 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -7514683.500000 Penalty: 3595.457031
	Iteration 311Q: 3 clusters Score -7514684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42479 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -7514686.000000 Penalty: 3595.457031
	Iteration 312Q: 3 clusters Score -7514686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42465 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -7514691.500000 Penalty: 3595.457031
	Iteration 313Q: 3 clusters Score -7514692 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42443 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -7514692.000000 Penalty: 3595.457031
	Iteration 314Q: 3 clusters Score -7514692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42426 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -7514685.000000 Penalty: 3595.457031
	Iteration 315Q: 3 clusters Score -7514685 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42396 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -7514694.500000 Penalty: 3595.457031
	Iteration 316Q: 3 clusters Score -7514694 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42369 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -7514693.500000 Penalty: 3595.457031
	Iteration 317Q: 3 clusters Score -7514694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42350 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -7514691.000000 Penalty: 3595.457031
	Iteration 318Q: 3 clusters Score -7514691 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42315 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -7514691.500000 Penalty: 3595.457031
	Iteration 319Q: 3 clusters Score -7514692 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42286 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -7514687.000000 Penalty: 3595.457031
	Iteration 320F: 3 clusters Score -7514687 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42253 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -7514698.000000 Penalty: 3595.457031
	Iteration 321Q: 3 clusters Score -7514698 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -7514700.000000 Penalty: 3595.457031
	Iteration 322Q: 3 clusters Score -7514700 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42157 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -7514686.500000 Penalty: 3595.457031
	Iteration 323Q: 3 clusters Score -7514686 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42085 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -7514687.500000 Penalty: 3595.457031
	Iteration 324Q: 3 clusters Score -7514688 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42001 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -7514695.500000 Penalty: 3595.457031
	Iteration 325Q: 3 clusters Score -7514696 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -7514706.000000 Penalty: 3595.457031
	Iteration 326Q: 3 clusters Score -7514706 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41871 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -7514710.500000 Penalty: 3595.457031
	Iteration 327Q: 3 clusters Score -7514710 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41825 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -7514709.000000 Penalty: 3595.457031
	Iteration 328Q: 3 clusters Score -7514709 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41779 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -7514707.500000 Penalty: 3595.457031
	Iteration 329Q: 3 clusters Score -7514708 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41746 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -7514703.000000 Penalty: 3595.457031
	Iteration 330Q: 3 clusters Score -7514703 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41702 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -7514703.000000 Penalty: 3595.457031
	Iteration 331Q: 3 clusters Score -7514703 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41655 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -7514686.000000 Penalty: 3595.457031
	Iteration 332Q: 3 clusters Score -7514686 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41589 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -7514682.000000 Penalty: 3595.457031
	Iteration 333Q: 3 clusters Score -7514682 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41528 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -7514692.500000 Penalty: 3595.457031
	Iteration 334Q: 3 clusters Score -7514692 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41483 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -7514693.500000 Penalty: 3595.457031
	Iteration 335Q: 3 clusters Score -7514694 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41453 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -7514682.500000 Penalty: 3595.457031
	Iteration 336Q: 3 clusters Score -7514682 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41428 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -7514697.000000 Penalty: 3595.457031
	Iteration 337Q: 3 clusters Score -7514697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41416 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -7514698.500000 Penalty: 3595.457031
	Iteration 338Q: 3 clusters Score -7514698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41400 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -7514696.500000 Penalty: 3595.457031
	Iteration 339Q: 3 clusters Score -7514696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41390 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -7514693.500000 Penalty: 3595.457031
	Iteration 340F: 3 clusters Score -7514694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41383 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -7514694.500000 Penalty: 3595.457031
	Iteration 341Q: 3 clusters Score -7514694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41377 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -7514685.500000 Penalty: 3595.457031
	Iteration 342Q: 3 clusters Score -7514686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41374 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -7514688.500000 Penalty: 3595.457031
	Iteration 343Q: 3 clusters Score -7514688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41373 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -7514688.500000 Penalty: 3595.457031
	Iteration 344Q: 3 clusters Score -7514688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41373 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -7514688.500000 Penalty: 3595.457031
	Iteration 345F: 3 clusters Score -7514688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (192006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192006 members 
Entering Unmasked Estep 
Score: -22019970.000000 Penalty: 1976.858398
	Iteration 0F: 2 clusters Score -2.201997e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95782 members 
Mstep: Class 2 contains 96224 members 
Entering Unmasked Estep 
Score: -21912138.000000 Penalty: 3953.716797
	Iteration 0F: 3 clusters Score -2.191214e+07 nChanged 92925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84701 members 
Mstep: Class 2 contains 107305 members 
Entering Unmasked Estep 
Score: -21969602.000000 Penalty: 3953.716797
	Iteration 1F: 3 clusters Score -2.19696e+07 nChanged 9614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78335 members 
Mstep: Class 2 contains 113671 members 
Entering Unmasked Estep 
Score: -21972914.000000 Penalty: 3953.716797
	Iteration 2F: 3 clusters Score -2.197291e+07 nChanged 10980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69969 members 
Mstep: Class 2 contains 122037 members 
Entering Unmasked Estep 
Score: -21977448.000000 Penalty: 3953.716797
	Iteration 3F: 3 clusters Score -2.197745e+07 nChanged 12438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59443 members 
Mstep: Class 2 contains 132563 members 
Entering Unmasked Estep 
Score: -21983382.000000 Penalty: 3953.716797
	Iteration 4F: 3 clusters Score -2.198338e+07 nChanged 13610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47141 members 
Mstep: Class 2 contains 144865 members 
Entering Unmasked Estep 
Score: -21990960.000000 Penalty: 3953.716797
	Iteration 5F: 3 clusters Score -2.199096e+07 nChanged 13759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34046 members 
Mstep: Class 2 contains 157960 members 
Entering Unmasked Estep 
Score: -22000102.000000 Penalty: 3953.716797
	Iteration 6F: 3 clusters Score -2.20001e+07 nChanged 12461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 170193 members 
Entering Unmasked Estep 
Score: -22008052.000000 Penalty: 3953.716797
	Iteration 7F: 3 clusters Score -2.200805e+07 nChanged 9438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 179587 members 
Entering Unmasked Estep 
Score: -22013290.000000 Penalty: 3953.716797
	Iteration 8Q: 3 clusters Score -2.201329e+07 nChanged 6034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 185611 members 
Entering Unmasked Estep 
Score: -22017108.000000 Penalty: 3953.716797
	Iteration 9Q: 3 clusters Score -2.201711e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 189035 members 
Entering Unmasked Estep 
Score: -22018308.000000 Penalty: 3953.716797
	Iteration 10Q: 3 clusters Score -2.201831e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 190612 members 
Entering Unmasked Estep 
Score: -22018488.000000 Penalty: 3953.716797
	Iteration 11Q: 3 clusters Score -2.201849e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 191259 members 
Entering Unmasked Estep 
Score: -22018458.000000 Penalty: 3953.716797
	Iteration 12Q: 3 clusters Score -2.201846e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 191500 members 
Entering Unmasked Estep 
Score: -22018516.000000 Penalty: 3953.716797
	Iteration 13Q: 3 clusters Score -2.201852e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 191600 members 
Entering Unmasked Estep 
Score: -22018524.000000 Penalty: 3953.716797
	Iteration 14Q: 3 clusters Score -2.201852e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 191645 members 
Entering Unmasked Estep 
Score: -22018516.000000 Penalty: 3953.716797
	Iteration 15Q: 3 clusters Score -2.201852e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 191671 members 
Entering Unmasked Estep 
Score: -22018526.000000 Penalty: 3953.716797
	Iteration 16Q: 3 clusters Score -2.201853e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 191688 members 
Entering Unmasked Estep 
Score: -22018526.000000 Penalty: 3953.716797
	Iteration 17Q: 3 clusters Score -2.201853e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 191699 members 
Entering Unmasked Estep 
Score: -22018524.000000 Penalty: 3953.716797
	Iteration 18Q: 3 clusters Score -2.201852e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 191704 members 
Entering Unmasked Estep 
Score: -22018520.000000 Penalty: 3953.716797
	Iteration 19Q: 3 clusters Score -2.201852e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 191708 members 
Entering Unmasked Estep 
Score: -22018530.000000 Penalty: 3953.716797
	Iteration 20F: 3 clusters Score -2.201853e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 191711 members 
Entering Unmasked Estep 
Score: -22018518.000000 Penalty: 3953.716797
	Iteration 21Q: 3 clusters Score -2.201852e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 191711 members 
Entering Unmasked Estep 
Score: -22018522.000000 Penalty: 3953.716797
	Iteration 22Q: 3 clusters Score -2.201852e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 191713 members 
Entering Unmasked Estep 
Score: -22018510.000000 Penalty: 3953.716797
	Iteration 23Q: 3 clusters Score -2.201851e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 191712 members 
Entering Unmasked Estep 
Score: -22018514.000000 Penalty: 3953.716797
	Iteration 24Q: 3 clusters Score -2.201851e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 191712 members 
Entering Unmasked Estep 
Score: -22018514.000000 Penalty: 3953.716797
	Iteration 25F: 3 clusters Score -2.201851e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Entering Unmasked Estep 
Score: -37342.449219 Penalty: 995.970642
	Iteration 0F: 2 clusters Score -37342.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -36446.289062 Penalty: 1991.941284
	Iteration 0F: 3 clusters Score -36446.29 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -36687.902344 Penalty: 1991.941284
	Iteration 1F: 3 clusters Score -36687.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -36785.671875 Penalty: 1991.941284
	Iteration 2F: 3 clusters Score -36785.67 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -36856.824219 Penalty: 1991.941284
	Iteration 3Q: 3 clusters Score -36856.82 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -36950.964844 Penalty: 1991.941284
	Iteration 4F: 3 clusters Score -36950.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -37000.824219 Penalty: 1991.941284
	Iteration 5Q: 3 clusters Score -37000.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -37043.234375 Penalty: 1991.941284
	Iteration 6Q: 3 clusters Score -37043.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -37053.984375 Penalty: 1991.941284
	Iteration 7Q: 3 clusters Score -37053.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -37060.039062 Penalty: 1991.941284
	Iteration 8Q: 3 clusters Score -37060.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -37075.628906 Penalty: 1991.941284
	Iteration 9Q: 3 clusters Score -37075.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -37107.078125 Penalty: 1991.941284
	Iteration 10Q: 3 clusters Score -37107.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -37120.722656 Penalty: 1991.941284
	Iteration 11Q: 3 clusters Score -37120.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -37136.960938 Penalty: 1991.941284
	Iteration 12Q: 3 clusters Score -37136.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -37143.324219 Penalty: 1991.941284
	Iteration 13Q: 3 clusters Score -37143.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -37148.664062 Penalty: 1991.941284
	Iteration 14Q: 3 clusters Score -37148.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -37155.117188 Penalty: 1991.941284
	Iteration 15Q: 3 clusters Score -37155.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -37157.214844 Penalty: 1991.941284
	Iteration 16Q: 3 clusters Score -37157.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -37159.789062 Penalty: 1991.941284
	Iteration 17Q: 3 clusters Score -37159.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -37161.289062 Penalty: 1991.941284
	Iteration 18Q: 3 clusters Score -37161.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -37161.984375 Penalty: 1991.941284
	Iteration 19Q: 3 clusters Score -37161.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -37161.984375 Penalty: 1991.941284
	Iteration 20F: 3 clusters Score -37161.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (52585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52585 members 
Entering Unmasked Estep 
Score: -6272760.500000 Penalty: 1766.405151
	Iteration 0F: 2 clusters Score -6272760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -6237922.000000 Penalty: 3532.810303
	Iteration 0F: 3 clusters Score -6237922 nChanged 24577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -6251853.000000 Penalty: 3532.810303
	Iteration 1F: 3 clusters Score -6251853 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28590 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -6252277.500000 Penalty: 3532.810303
	Iteration 2Q: 3 clusters Score -6252278 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29888 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -6252757.500000 Penalty: 3532.810303
	Iteration 3Q: 3 clusters Score -6252758 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31780 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -6253566.500000 Penalty: 3532.810303
	Iteration 4Q: 3 clusters Score -6253566 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -6255049.000000 Penalty: 3532.810303
	Iteration 5F: 3 clusters Score -6255049 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38273 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -6257658.500000 Penalty: 3532.810303
	Iteration 6F: 3 clusters Score -6257658 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42935 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -6261752.000000 Penalty: 3532.810303
	Iteration 7F: 3 clusters Score -6261752 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47498 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -6266249.000000 Penalty: 3532.810303
	Iteration 8F: 3 clusters Score -6266249 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50649 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -6269346.500000 Penalty: 3532.810303
	Iteration 9F: 3 clusters Score -6269346 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51991 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -6270640.500000 Penalty: 3532.810303
	Iteration 10Q: 3 clusters Score -6270640 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52358 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -6271005.500000 Penalty: 3532.810303
	Iteration 11Q: 3 clusters Score -6271006 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52444 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -6271089.500000 Penalty: 3532.810303
	Iteration 12Q: 3 clusters Score -6271090 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52459 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -6271120.000000 Penalty: 3532.810303
	Iteration 13Q: 3 clusters Score -6271120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52460 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -6271138.500000 Penalty: 3532.810303
	Iteration 14Q: 3 clusters Score -6271138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52464 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -6271158.000000 Penalty: 3532.810303
	Iteration 15Q: 3 clusters Score -6271158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52466 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -6271158.500000 Penalty: 3532.810303
	Iteration 16Q: 3 clusters Score -6271158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52469 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -6271170.000000 Penalty: 3532.810303
	Iteration 17Q: 3 clusters Score -6271170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52470 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -6271172.000000 Penalty: 3532.810303
	Iteration 18Q: 3 clusters Score -6271172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52472 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -6271174.000000 Penalty: 3532.810303
	Iteration 19Q: 3 clusters Score -6271174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52475 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -6271179.500000 Penalty: 3532.810303
	Iteration 20F: 3 clusters Score -6271180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52476 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -6271177.500000 Penalty: 3532.810303
	Iteration 21Q: 3 clusters Score -6271178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52476 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -6271183.500000 Penalty: 3532.810303
	Iteration 22Q: 3 clusters Score -6271184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52478 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -6271189.500000 Penalty: 3532.810303
	Iteration 23Q: 3 clusters Score -6271190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52480 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -6271196.500000 Penalty: 3532.810303
	Iteration 24Q: 3 clusters Score -6271196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52480 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -6271196.500000 Penalty: 3532.810303
	Iteration 25F: 3 clusters Score -6271196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Entering Unmasked Estep 
Score: -30611.949219 Penalty: 929.550659
	Iteration 0F: 2 clusters Score -30611.95 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 162 members 
Entering Unmasked Estep 
Score: -29771.042969 Penalty: 1859.101318
	Iteration 0F: 3 clusters Score -29771.04 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -29850.078125 Penalty: 1859.101318
	Iteration 1F: 3 clusters Score -29850.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -29896.621094 Penalty: 1859.101318
	Iteration 2Q: 3 clusters Score -29896.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -29919.005859 Penalty: 1859.101318
	Iteration 3Q: 3 clusters Score -29919.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -29921.837891 Penalty: 1859.101318
	Iteration 4Q: 3 clusters Score -29921.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -29923.625000 Penalty: 1859.101318
	Iteration 5Q: 3 clusters Score -29923.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -29924.718750 Penalty: 1859.101318
	Iteration 6Q: 3 clusters Score -29924.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -29925.798828 Penalty: 1859.101318
	Iteration 7Q: 3 clusters Score -29925.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -29930.253906 Penalty: 1859.101318
	Iteration 8Q: 3 clusters Score -29930.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -29930.253906 Penalty: 1859.101318
	Iteration 9F: 3 clusters Score -29930.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (43004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43004 members 
Entering Unmasked Estep 
Score: -5128498.000000 Penalty: 1733.720337
	Iteration 0F: 2 clusters Score -5128498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -5099688.000000 Penalty: 3467.440674
	Iteration 0F: 3 clusters Score -5099688 nChanged 20137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -5111218.000000 Penalty: 3467.440674
	Iteration 1F: 3 clusters Score -5111218 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -5111927.500000 Penalty: 3467.440674
	Iteration 2Q: 3 clusters Score -5111928 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -5113147.000000 Penalty: 3467.440674
	Iteration 3F: 3 clusters Score -5113147 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -5115237.000000 Penalty: 3467.440674
	Iteration 4F: 3 clusters Score -5115237 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34748 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -5118513.500000 Penalty: 3467.440674
	Iteration 5F: 3 clusters Score -5118514 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38452 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -5122205.500000 Penalty: 3467.440674
	Iteration 6F: 3 clusters Score -5122206 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41138 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -5125046.000000 Penalty: 3467.440674
	Iteration 7F: 3 clusters Score -5125046 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42384 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5126324.000000 Penalty: 3467.440674
	Iteration 8Q: 3 clusters Score -5126324 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42772 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5126716.000000 Penalty: 3467.440674
	Iteration 9Q: 3 clusters Score -5126716 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42859 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -5126851.500000 Penalty: 3467.440674
	Iteration 10Q: 3 clusters Score -5126852 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42880 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -5126890.500000 Penalty: 3467.440674
	Iteration 11Q: 3 clusters Score -5126890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42886 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -5126912.500000 Penalty: 3467.440674
	Iteration 12Q: 3 clusters Score -5126912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42889 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -5126914.500000 Penalty: 3467.440674
	Iteration 13Q: 3 clusters Score -5126914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42891 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -5126933.000000 Penalty: 3467.440674
	Iteration 14Q: 3 clusters Score -5126933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42893 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -5126934.500000 Penalty: 3467.440674
	Iteration 15Q: 3 clusters Score -5126934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42892 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -5126941.500000 Penalty: 3467.440674
	Iteration 16Q: 3 clusters Score -5126942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42893 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -5126941.500000 Penalty: 3467.440674
	Iteration 17Q: 3 clusters Score -5126942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42894 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -5126942.000000 Penalty: 3467.440674
	Iteration 18Q: 3 clusters Score -5126942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42894 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -5126942.000000 Penalty: 3467.440674
	Iteration 19F: 3 clusters Score -5126942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (104405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104405 members 
Entering Unmasked Estep 
Score: -12295440.000000 Penalty: 1877.855347
	Iteration 0F: 2 clusters Score -1.229544e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52174 members 
Mstep: Class 2 contains 52231 members 
Entering Unmasked Estep 
Score: -12228202.000000 Penalty: 3755.710693
	Iteration 0F: 3 clusters Score -1.22282e+07 nChanged 49981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51397 members 
Mstep: Class 2 contains 53008 members 
Entering Unmasked Estep 
Score: -12256825.000000 Penalty: 3755.710693
	Iteration 1F: 3 clusters Score -1.225682e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50640 members 
Mstep: Class 2 contains 53765 members 
Entering Unmasked Estep 
Score: -12257296.000000 Penalty: 3755.710693
	Iteration 2Q: 3 clusters Score -1.22573e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49422 members 
Mstep: Class 2 contains 54983 members 
Entering Unmasked Estep 
Score: -12257735.000000 Penalty: 3755.710693
	Iteration 3Q: 3 clusters Score -1.225774e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47661 members 
Mstep: Class 2 contains 56744 members 
Entering Unmasked Estep 
Score: -12258374.000000 Penalty: 3755.710693
	Iteration 4Q: 3 clusters Score -1.225837e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45097 members 
Mstep: Class 2 contains 59308 members 
Entering Unmasked Estep 
Score: -12259174.000000 Penalty: 3755.710693
	Iteration 5Q: 3 clusters Score -1.225917e+07 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41358 members 
Mstep: Class 2 contains 63047 members 
Entering Unmasked Estep 
Score: -12260766.000000 Penalty: 3755.710693
	Iteration 6Q: 3 clusters Score -1.226077e+07 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36089 members 
Mstep: Class 2 contains 68316 members 
Entering Unmasked Estep 
Score: -12263240.000000 Penalty: 3755.710693
	Iteration 7F: 3 clusters Score -1.226324e+07 nChanged 7146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 75276 members 
Entering Unmasked Estep 
Score: -12267714.000000 Penalty: 3755.710693
	Iteration 8F: 3 clusters Score -1.226771e+07 nChanged 7940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 83084 members 
Entering Unmasked Estep 
Score: -12274433.000000 Penalty: 3755.710693
	Iteration 9F: 3 clusters Score -1.227443e+07 nChanged 7569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 90601 members 
Entering Unmasked Estep 
Score: -12282434.000000 Penalty: 3755.710693
	Iteration 10F: 3 clusters Score -1.228243e+07 nChanged 6206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 96803 members 
Entering Unmasked Estep 
Score: -12288147.000000 Penalty: 3755.710693
	Iteration 11F: 3 clusters Score -1.228815e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 100526 members 
Entering Unmasked Estep 
Score: -12290930.000000 Penalty: 3755.710693
	Iteration 12Q: 3 clusters Score -1.229093e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 102449 members 
Entering Unmasked Estep 
Score: -12292389.000000 Penalty: 3755.710693
	Iteration 13Q: 3 clusters Score -1.229239e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 103392 members 
Entering Unmasked Estep 
Score: -12292966.000000 Penalty: 3755.710693
	Iteration 14Q: 3 clusters Score -1.229297e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 103831 members 
Entering Unmasked Estep 
Score: -12293363.000000 Penalty: 3755.710693
	Iteration 15Q: 3 clusters Score -1.229336e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 104019 members 
Entering Unmasked Estep 
Score: -12293526.000000 Penalty: 3755.710693
	Iteration 16Q: 3 clusters Score -1.229353e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 104081 members 
Entering Unmasked Estep 
Score: -12293587.000000 Penalty: 3755.710693
	Iteration 17Q: 3 clusters Score -1.229359e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 104118 members 
Entering Unmasked Estep 
Score: -12293652.000000 Penalty: 3755.710693
	Iteration 18Q: 3 clusters Score -1.229365e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 104133 members 
Entering Unmasked Estep 
Score: -12293679.000000 Penalty: 3755.710693
	Iteration 19Q: 3 clusters Score -1.229368e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 104153 members 
Entering Unmasked Estep 
Score: -12293702.000000 Penalty: 3755.710693
	Iteration 20F: 3 clusters Score -1.22937e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 104163 members 
Entering Unmasked Estep 
Score: -12293728.000000 Penalty: 3755.710693
	Iteration 21Q: 3 clusters Score -1.229373e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 104167 members 
Entering Unmasked Estep 
Score: -12293740.000000 Penalty: 3755.710693
	Iteration 22Q: 3 clusters Score -1.229374e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 104176 members 
Entering Unmasked Estep 
Score: -12293764.000000 Penalty: 3755.710693
	Iteration 23Q: 3 clusters Score -1.229376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 104178 members 
Entering Unmasked Estep 
Score: -12293765.000000 Penalty: 3755.710693
	Iteration 24Q: 3 clusters Score -1.229376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 104180 members 
Entering Unmasked Estep 
Score: -12293766.000000 Penalty: 3755.710693
	Iteration 25Q: 3 clusters Score -1.229377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 104182 members 
Entering Unmasked Estep 
Score: -12293773.000000 Penalty: 3755.710693
	Iteration 26Q: 3 clusters Score -1.229377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 104184 members 
Entering Unmasked Estep 
Score: -12293780.000000 Penalty: 3755.710693
	Iteration 27Q: 3 clusters Score -1.229378e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 104183 members 
Entering Unmasked Estep 
Score: -12293784.000000 Penalty: 3755.710693
	Iteration 28Q: 3 clusters Score -1.229378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 104184 members 
Entering Unmasked Estep 
Score: -12293792.000000 Penalty: 3755.710693
	Iteration 29Q: 3 clusters Score -1.229379e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 104184 members 
Entering Unmasked Estep 
Score: -12293790.000000 Penalty: 3755.710693
	Iteration 30Q: 3 clusters Score -1.229379e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 104185 members 
Entering Unmasked Estep 
Score: -12293783.000000 Penalty: 3755.710693
	Iteration 31Q: 3 clusters Score -1.229378e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 104185 members 
Entering Unmasked Estep 
Score: -12293783.000000 Penalty: 3755.710693
	Iteration 32F: 3 clusters Score -1.229378e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Entering Unmasked Estep 
Score: -81407.539062 Penalty: 1080.670288
	Iteration 0F: 2 clusters Score -81407.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -80162.773438 Penalty: 2161.340576
	Iteration 0F: 3 clusters Score -80162.77 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -80395.734375 Penalty: 2161.340576
	Iteration 1F: 3 clusters Score -80395.73 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -80474.937500 Penalty: 2161.340576
	Iteration 2F: 3 clusters Score -80474.94 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -80558.171875 Penalty: 2161.340576
	Iteration 3F: 3 clusters Score -80558.17 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -80622.742188 Penalty: 2161.340576
	Iteration 4F: 3 clusters Score -80622.74 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -80668.484375 Penalty: 2161.340576
	Iteration 5Q: 3 clusters Score -80668.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -80699.640625 Penalty: 2161.340576
	Iteration 6Q: 3 clusters Score -80699.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -80719.328125 Penalty: 2161.340576
	Iteration 7Q: 3 clusters Score -80719.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -80729.953125 Penalty: 2161.340576
	Iteration 8Q: 3 clusters Score -80729.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -80735.429688 Penalty: 2161.340576
	Iteration 9Q: 3 clusters Score -80735.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -80741.156250 Penalty: 2161.340576
	Iteration 10Q: 3 clusters Score -80741.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -80748.156250 Penalty: 2161.340576
	Iteration 11Q: 3 clusters Score -80748.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -80750.234375 Penalty: 2161.340576
	Iteration 12Q: 3 clusters Score -80750.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -80751.484375 Penalty: 2161.340576
	Iteration 13Q: 3 clusters Score -80751.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -80756.250000 Penalty: 2161.340576
	Iteration 14Q: 3 clusters Score -80756.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -80764.640625 Penalty: 2161.340576
	Iteration 15Q: 3 clusters Score -80764.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -80770.601562 Penalty: 2161.340576
	Iteration 16Q: 3 clusters Score -80770.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -80775.257812 Penalty: 2161.340576
	Iteration 17Q: 3 clusters Score -80775.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -80776.382812 Penalty: 2161.340576
	Iteration 18Q: 3 clusters Score -80776.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -80776.382812 Penalty: 2161.340576
	Iteration 19F: 3 clusters Score -80776.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (57294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57294 members 
Entering Unmasked Estep 
Score: -6838970.000000 Penalty: 1780.342041
	Iteration 0F: 2 clusters Score -6838970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28624 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -6802024.000000 Penalty: 3560.684082
	Iteration 0F: 3 clusters Score -6802024 nChanged 26948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -6817212.500000 Penalty: 3560.684082
	Iteration 1F: 3 clusters Score -6817212 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -6817759.000000 Penalty: 3560.684082
	Iteration 2Q: 3 clusters Score -6817759 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 29657 members 
Entering Unmasked Estep 
Score: -6818452.000000 Penalty: 3560.684082
	Iteration 3Q: 3 clusters Score -6818452 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -6819245.000000 Penalty: 3560.684082
	Iteration 4Q: 3 clusters Score -6819245 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -6820504.500000 Penalty: 3560.684082
	Iteration 5Q: 3 clusters Score -6820504 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
Score: -6822449.000000 Penalty: 3560.684082
	Iteration 6F: 3 clusters Score -6822449 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 34107 members 
Entering Unmasked Estep 
Score: -6825183.500000 Penalty: 3560.684082
	Iteration 7F: 3 clusters Score -6825184 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 35492 members 
Entering Unmasked Estep 
Score: -6827593.500000 Penalty: 3560.684082
	Iteration 8F: 3 clusters Score -6827594 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -6828908.000000 Penalty: 3560.684082
	Iteration 9Q: 3 clusters Score -6828908 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 37947 members 
Entering Unmasked Estep 
Score: -6829434.000000 Penalty: 3560.684082
	Iteration 10Q: 3 clusters Score -6829434 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 39093 members 
Entering Unmasked Estep 
Score: -6829856.000000 Penalty: 3560.684082
	Iteration 11Q: 3 clusters Score -6829856 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
Score: -6830303.000000 Penalty: 3560.684082
	Iteration 12Q: 3 clusters Score -6830303 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 41623 members 
Entering Unmasked Estep 
Score: -6830917.500000 Penalty: 3560.684082
	Iteration 13Q: 3 clusters Score -6830918 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 42959 members 
Entering Unmasked Estep 
Score: -6831696.500000 Penalty: 3560.684082
	Iteration 14Q: 3 clusters Score -6831696 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 44023 members 
Entering Unmasked Estep 
Score: -6832441.500000 Penalty: 3560.684082
	Iteration 15Q: 3 clusters Score -6832442 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 44952 members 
Entering Unmasked Estep 
Score: -6833184.500000 Penalty: 3560.684082
	Iteration 16Q: 3 clusters Score -6833184 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 45753 members 
Entering Unmasked Estep 
Score: -6833892.000000 Penalty: 3560.684082
	Iteration 17Q: 3 clusters Score -6833892 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 46480 members 
Entering Unmasked Estep 
Score: -6834606.000000 Penalty: 3560.684082
	Iteration 18Q: 3 clusters Score -6834606 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 46974 members 
Entering Unmasked Estep 
Score: -6835203.500000 Penalty: 3560.684082
	Iteration 19Q: 3 clusters Score -6835204 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 47367 members 
Entering Unmasked Estep 
Score: -6835785.500000 Penalty: 3560.684082
	Iteration 20F: 3 clusters Score -6835786 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 47777 members 
Entering Unmasked Estep 
Score: -6836254.500000 Penalty: 3560.684082
	Iteration 21Q: 3 clusters Score -6836254 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 48149 members 
Entering Unmasked Estep 
Score: -6836558.500000 Penalty: 3560.684082
	Iteration 22Q: 3 clusters Score -6836558 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 48380 members 
Entering Unmasked Estep 
Score: -6836841.000000 Penalty: 3560.684082
	Iteration 23Q: 3 clusters Score -6836841 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 48647 members 
Entering Unmasked Estep 
Score: -6837132.500000 Penalty: 3560.684082
	Iteration 24Q: 3 clusters Score -6837132 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 48959 members 
Entering Unmasked Estep 
Score: -6837349.500000 Penalty: 3560.684082
	Iteration 25Q: 3 clusters Score -6837350 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 49244 members 
Entering Unmasked Estep 
Score: -6837547.000000 Penalty: 3560.684082
	Iteration 26Q: 3 clusters Score -6837547 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 49525 members 
Entering Unmasked Estep 
Score: -6837741.500000 Penalty: 3560.684082
	Iteration 27Q: 3 clusters Score -6837742 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 49985 members 
Entering Unmasked Estep 
Score: -6837652.500000 Penalty: 3560.684082
	Iteration 28Q: 3 clusters Score -6837652 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 50263 members 
Entering Unmasked Estep 
Score: -6837805.000000 Penalty: 3560.684082
	Iteration 29Q: 3 clusters Score -6837805 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 50708 members 
Entering Unmasked Estep 
Score: -6837746.000000 Penalty: 3560.684082
	Iteration 30Q: 3 clusters Score -6837746 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 51085 members 
Entering Unmasked Estep 
Score: -6837724.500000 Penalty: 3560.684082
	Iteration 31Q: 3 clusters Score -6837724 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 51291 members 
Entering Unmasked Estep 
Score: -6837845.500000 Penalty: 3560.684082
	Iteration 32Q: 3 clusters Score -6837846 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 51597 members 
Entering Unmasked Estep 
Score: -6837838.000000 Penalty: 3560.684082
	Iteration 33Q: 3 clusters Score -6837838 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 51815 members 
Entering Unmasked Estep 
Score: -6838080.500000 Penalty: 3560.684082
	Iteration 34Q: 3 clusters Score -6838080 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 52187 members 
Entering Unmasked Estep 
Score: -6838140.000000 Penalty: 3560.684082
	Iteration 35Q: 3 clusters Score -6838140 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 52376 members 
Entering Unmasked Estep 
Score: -6838190.000000 Penalty: 3560.684082
	Iteration 36Q: 3 clusters Score -6838190 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 52531 members 
Entering Unmasked Estep 
Score: -6838182.500000 Penalty: 3560.684082
	Iteration 37Q: 3 clusters Score -6838182 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 52504 members 
Entering Unmasked Estep 
Score: -6838164.500000 Penalty: 3560.684082
	Iteration 38Q: 3 clusters Score -6838164 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 52798 members 
Entering Unmasked Estep 
Score: -6838149.500000 Penalty: 3560.684082
	Iteration 39Q: 3 clusters Score -6838150 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 53040 members 
Entering Unmasked Estep 
Score: -6838067.000000 Penalty: 3560.684082
	Iteration 40F: 3 clusters Score -6838067 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 53019 members 
Entering Unmasked Estep 
Score: -6838059.500000 Penalty: 3560.684082
	Iteration 41Q: 3 clusters Score -6838060 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 53274 members 
Entering Unmasked Estep 
Score: -6838014.500000 Penalty: 3560.684082
	Iteration 42Q: 3 clusters Score -6838014 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 53207 members 
Entering Unmasked Estep 
Score: -6838011.000000 Penalty: 3560.684082
	Iteration 43Q: 3 clusters Score -6838011 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 53182 members 
Entering Unmasked Estep 
Score: -6838061.000000 Penalty: 3560.684082
	Iteration 44Q: 3 clusters Score -6838061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 53188 members 
Entering Unmasked Estep 
Score: -6838058.500000 Penalty: 3560.684082
	Iteration 45Q: 3 clusters Score -6838058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 53192 members 
Entering Unmasked Estep 
Score: -6838070.000000 Penalty: 3560.684082
	Iteration 46Q: 3 clusters Score -6838070 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 53230 members 
Entering Unmasked Estep 
Score: -6838023.000000 Penalty: 3560.684082
	Iteration 47Q: 3 clusters Score -6838023 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 53346 members 
Entering Unmasked Estep 
Score: -6838047.000000 Penalty: 3560.684082
	Iteration 48Q: 3 clusters Score -6838047 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 53273 members 
Entering Unmasked Estep 
Score: -6837965.500000 Penalty: 3560.684082
	Iteration 49Q: 3 clusters Score -6837966 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 53141 members 
Entering Unmasked Estep 
Score: -6837994.500000 Penalty: 3560.684082
	Iteration 50Q: 3 clusters Score -6837994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 53153 members 
Entering Unmasked Estep 
Score: -6838018.500000 Penalty: 3560.684082
	Iteration 51Q: 3 clusters Score -6838018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 53149 members 
Entering Unmasked Estep 
Score: -6838019.000000 Penalty: 3560.684082
	Iteration 52Q: 3 clusters Score -6838019 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 53381 members 
Entering Unmasked Estep 
Score: -6838064.000000 Penalty: 3560.684082
	Iteration 53Q: 3 clusters Score -6838064 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 53255 members 
Entering Unmasked Estep 
Score: -6838014.500000 Penalty: 3560.684082
	Iteration 54Q: 3 clusters Score -6838014 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 53414 members 
Entering Unmasked Estep 
Score: -6838076.500000 Penalty: 3560.684082
	Iteration 55Q: 3 clusters Score -6838076 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 53317 members 
Entering Unmasked Estep 
Score: -6838060.000000 Penalty: 3560.684082
	Iteration 56Q: 3 clusters Score -6838060 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 53349 members 
Entering Unmasked Estep 
Score: -6838069.500000 Penalty: 3560.684082
	Iteration 57Q: 3 clusters Score -6838070 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 53418 members 
Entering Unmasked Estep 
Score: -6838077.000000 Penalty: 3560.684082
	Iteration 58Q: 3 clusters Score -6838077 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 53373 members 
Entering Unmasked Estep 
Score: -6838022.500000 Penalty: 3560.684082
	Iteration 59Q: 3 clusters Score -6838022 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 53508 members 
Entering Unmasked Estep 
Score: -6838085.500000 Penalty: 3560.684082
	Iteration 60F: 3 clusters Score -6838086 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 53493 members 
Entering Unmasked Estep 
Score: -6838076.500000 Penalty: 3560.684082
	Iteration 61Q: 3 clusters Score -6838076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 53484 members 
Entering Unmasked Estep 
Score: -6838001.500000 Penalty: 3560.684082
	Iteration 62Q: 3 clusters Score -6838002 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 53610 members 
Entering Unmasked Estep 
Score: -6838052.500000 Penalty: 3560.684082
	Iteration 63Q: 3 clusters Score -6838052 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 53506 members 
Entering Unmasked Estep 
Score: -6838062.000000 Penalty: 3560.684082
	Iteration 64Q: 3 clusters Score -6838062 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 53435 members 
Entering Unmasked Estep 
Score: -6838079.000000 Penalty: 3560.684082
	Iteration 65Q: 3 clusters Score -6838079 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 53366 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6838028 nChanged 181
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 53545 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6838074 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 53532 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6838060 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 53453 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6838073 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 53486 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6838058 nChanged 137
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Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 53349 members 
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	Iteration 71Q: 3 clusters Score -6838089 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 53430 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6837944 nChanged 257
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Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 53685 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6838088 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 53573 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6837961 nChanged 191
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Mstep: Class 1 contains 3530 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6838092 nChanged 70
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Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 53696 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6838079 nChanged 20
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Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 53676 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6838070 nChanged 41
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Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 53635 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6838068 nChanged 127
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Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 53508 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6838020 nChanged 94
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Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 53602 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6838045 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 53631 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6838064 nChanged 148
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Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 53483 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6838060 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 53495 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6838031 nChanged 140
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Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 53355 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6838051 nChanged 30
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Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 53327 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6838094 nChanged 91
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Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 53418 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6838082 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 53414 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6838064 nChanged 97
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Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 53317 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6838082 nChanged 87
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Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 53404 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6838076 nChanged 63
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Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 53467 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6838012 nChanged 186
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Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 53281 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6838033 nChanged 11
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Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 53286 members 
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	Iteration 92Q: 3 clusters Score -6838005 nChanged 4
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Mstep: Class 1 contains 4012 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6838012 nChanged 2
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Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 53280 members 
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	Iteration 94Q: 3 clusters Score -6838033 nChanged 160
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Mstep: Class 2 contains 53440 members 
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	Iteration 95Q: 3 clusters Score -6838064 nChanged 40
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Mstep: Class 2 contains 53480 members 
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	Iteration 96Q: 3 clusters Score -6838086 nChanged 15
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Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 53465 members 
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	Iteration 97Q: 3 clusters Score -6838051 nChanged 70
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Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 53535 members 
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	Iteration 98Q: 3 clusters Score -6838058 nChanged 7
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Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 53536 members 
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	Iteration 99Q: 3 clusters Score -6838066 nChanged 8
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Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 53530 members 
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	Iteration 100F: 3 clusters Score -6838083 nChanged 58
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Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 53472 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6838068 nChanged 28
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Mstep: Class 2 contains 53444 members 
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	Iteration 102Q: 3 clusters Score -6838072 nChanged 26
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Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 53470 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6838076 nChanged 31
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Mstep: Class 1 contains 3855 members 
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	Iteration 104Q: 3 clusters Score -6838056 nChanged 66
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Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 53373 members 
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	Iteration 105Q: 3 clusters Score -6838066 nChanged 70
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Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 53443 members 
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	Iteration 106Q: 3 clusters Score -6838081 nChanged 35
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Mstep: Class 1 contains 3886 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6838072 nChanged 57
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Mstep: Class 1 contains 3829 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6838084 nChanged 79
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Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 53386 members 
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	Iteration 109Q: 3 clusters Score -6838077 nChanged 71
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Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 53315 members 
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	Iteration 110Q: 3 clusters Score -6838077 nChanged 21
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Mstep: Class 1 contains 4000 members 
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	Iteration 111Q: 3 clusters Score -6838046 nChanged 153
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	Iteration 112Q: 3 clusters Score -6838070 nChanged 25
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	Iteration 113Q: 3 clusters Score -6838076 nChanged 10
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Mstep: Class 1 contains 3814 members 
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	Iteration 114Q: 3 clusters Score -6838078 nChanged 14
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	Iteration 115Q: 3 clusters Score -6838034 nChanged 94
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	Iteration 116Q: 3 clusters Score -6838058 nChanged 12
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	Iteration 117Q: 3 clusters Score -6838036 nChanged 179
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	Iteration 118Q: 3 clusters Score -6838079 nChanged 47
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	Iteration 119Q: 3 clusters Score -6838082 nChanged 59
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	Iteration 120F: 3 clusters Score -6838070 nChanged 51
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	Iteration 121Q: 3 clusters Score -6838014 nChanged 236
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	Iteration 122Q: 3 clusters Score -6838086 nChanged 148
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Mstep: Class 2 contains 53410 members 
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	Iteration 123Q: 3 clusters Score -6838092 nChanged 49
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	Iteration 124Q: 3 clusters Score -6838071 nChanged 46
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	Iteration 125Q: 3 clusters Score -6838094 nChanged 28
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	Iteration 126Q: 3 clusters Score -6838089 nChanged 5
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	Iteration 127Q: 3 clusters Score -6838079 nChanged 122
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	Iteration 128Q: 3 clusters Score -6838084 nChanged 71
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	Iteration 129Q: 3 clusters Score -6838062 nChanged 97
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	Iteration 130Q: 3 clusters Score -6838054 nChanged 107
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	Iteration 131Q: 3 clusters Score -6838016 nChanged 172
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	Iteration 132Q: 3 clusters Score -6838068 nChanged 184
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	Iteration 133Q: 3 clusters Score -6838105 nChanged 41
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	Iteration 134Q: 3 clusters Score -6838098 nChanged 31
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	Iteration 135Q: 3 clusters Score -6838010 nChanged 209
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	Iteration 136Q: 3 clusters Score -6838079 nChanged 64
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	Iteration 137Q: 3 clusters Score -6837890 nChanged 262
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	Iteration 138Q: 3 clusters Score -6838098 nChanged 109
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -6838064 nChanged 45
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	Iteration 140F: 3 clusters Score -6838090 nChanged 52
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	Iteration 141Q: 3 clusters Score -6838026 nChanged 129
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	Iteration 142Q: 3 clusters Score -6838056 nChanged 19
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	Iteration 143Q: 3 clusters Score -6838073 nChanged 32
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	Iteration 144Q: 3 clusters Score -6838073 nChanged 3
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	Iteration 145Q: 3 clusters Score -6838061 nChanged 41
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	Iteration 146Q: 3 clusters Score -6838096 nChanged 24
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	Iteration 147Q: 3 clusters Score -6838098 nChanged 3
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	Iteration 148Q: 3 clusters Score -6838040 nChanged 148
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	Iteration 149Q: 3 clusters Score -6838080 nChanged 102
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	Iteration 150Q: 3 clusters Score -6838089 nChanged 21
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	Iteration 151Q: 3 clusters Score -6838054 nChanged 86
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	Iteration 152Q: 3 clusters Score -6838037 nChanged 130
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	Iteration 153Q: 3 clusters Score -6838098 nChanged 44
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	Iteration 154Q: 3 clusters Score -6838074 nChanged 3
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	Iteration 155Q: 3 clusters Score -6838046 nChanged 72
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -6838060 nChanged 40
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -6838100 nChanged 41
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Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -6838058 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 53471 members 
Entering Unmasked Estep 
Score: -6838047.500000 Penalty: 3560.684082
	Iteration 159Q: 3 clusters Score -6838048 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 53341 members 
Entering Unmasked Estep 
Score: -6838104.000000 Penalty: 3560.684082
	Iteration 160F: 3 clusters Score -6838104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 53363 members 
Entering Unmasked Estep 
Score: -6838090.000000 Penalty: 3560.684082
	Iteration 161Q: 3 clusters Score -6838090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 53376 members 
Entering Unmasked Estep 
Score: -6838078.500000 Penalty: 3560.684082
	Iteration 162Q: 3 clusters Score -6838078 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 53337 members 
Entering Unmasked Estep 
Score: -6838086.500000 Penalty: 3560.684082
	Iteration 163Q: 3 clusters Score -6838086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 53355 members 
Entering Unmasked Estep 
Score: -6838074.500000 Penalty: 3560.684082
	Iteration 164Q: 3 clusters Score -6838074 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 53427 members 
Entering Unmasked Estep 
Score: -6838028.000000 Penalty: 3560.684082
	Iteration 165Q: 3 clusters Score -6838028 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 53277 members 
Entering Unmasked Estep 
Score: -6838050.000000 Penalty: 3560.684082
	Iteration 166Q: 3 clusters Score -6838050 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 53291 members 
Entering Unmasked Estep 
Score: -6838035.500000 Penalty: 3560.684082
	Iteration 167Q: 3 clusters Score -6838036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 53287 members 
Entering Unmasked Estep 
Score: -6838049.500000 Penalty: 3560.684082
	Iteration 168Q: 3 clusters Score -6838050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 53289 members 
Entering Unmasked Estep 
Score: -6838063.500000 Penalty: 3560.684082
	Iteration 169Q: 3 clusters Score -6838064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 53298 members 
Entering Unmasked Estep 
Score: -6838073.000000 Penalty: 3560.684082
	Iteration 170Q: 3 clusters Score -6838073 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 53344 members 
Entering Unmasked Estep 
Score: -6838056.500000 Penalty: 3560.684082
	Iteration 171Q: 3 clusters Score -6838056 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 53282 members 
Entering Unmasked Estep 
Score: -6838050.500000 Penalty: 3560.684082
	Iteration 172Q: 3 clusters Score -6838050 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 53385 members 
Entering Unmasked Estep 
Score: -6838087.500000 Penalty: 3560.684082
	Iteration 173Q: 3 clusters Score -6838088 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 53425 members 
Entering Unmasked Estep 
Score: -6837954.000000 Penalty: 3560.684082
	Iteration 174Q: 3 clusters Score -6837954 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 53686 members 
Entering Unmasked Estep 
Score: -6838015.500000 Penalty: 3560.684082
	Iteration 175Q: 3 clusters Score -6838016 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 53390 members 
Entering Unmasked Estep 
Score: -6838079.000000 Penalty: 3560.684082
	Iteration 176Q: 3 clusters Score -6838079 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 53428 members 
Entering Unmasked Estep 
Score: -6838069.500000 Penalty: 3560.684082
	Iteration 177Q: 3 clusters Score -6838070 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 53357 members 
Entering Unmasked Estep 
Score: -6838082.500000 Penalty: 3560.684082
	Iteration 178Q: 3 clusters Score -6838082 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 53405 members 
Entering Unmasked Estep 
Score: -6838076.500000 Penalty: 3560.684082
	Iteration 179Q: 3 clusters Score -6838076 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 53471 members 
Entering Unmasked Estep 
Score: -6838041.000000 Penalty: 3560.684082
	Iteration 180F: 3 clusters Score -6838041 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 53519 members 
Entering Unmasked Estep 
Score: -6838086.500000 Penalty: 3560.684082
	Iteration 181Q: 3 clusters Score -6838086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 53505 members 
Entering Unmasked Estep 
Score: -6837937.000000 Penalty: 3560.684082
	Iteration 182Q: 3 clusters Score -6837937 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 53726 members 
Entering Unmasked Estep 
Score: -6838070.500000 Penalty: 3560.684082
	Iteration 183Q: 3 clusters Score -6838070 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 53560 members 
Entering Unmasked Estep 
Score: -6838050.500000 Penalty: 3560.684082
	Iteration 184Q: 3 clusters Score -6838050 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 53461 members 
Entering Unmasked Estep 
Score: -6838061.000000 Penalty: 3560.684082
	Iteration 185Q: 3 clusters Score -6838061 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 53349 members 
Entering Unmasked Estep 
Score: -6838049.000000 Penalty: 3560.684082
	Iteration 186Q: 3 clusters Score -6838049 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 53304 members 
Entering Unmasked Estep 
Score: -6838044.000000 Penalty: 3560.684082
	Iteration 187Q: 3 clusters Score -6838044 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 53524 members 
Entering Unmasked Estep 
Score: -6838085.000000 Penalty: 3560.684082
	Iteration 188Q: 3 clusters Score -6838085 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 53499 members 
Entering Unmasked Estep 
Score: -6838084.500000 Penalty: 3560.684082
	Iteration 189Q: 3 clusters Score -6838084 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 53461 members 
Entering Unmasked Estep 
Score: -6838065.000000 Penalty: 3560.684082
	Iteration 190Q: 3 clusters Score -6838065 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 53491 members 
Entering Unmasked Estep 
Score: -6838077.000000 Penalty: 3560.684082
	Iteration 191Q: 3 clusters Score -6838077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 53480 members 
Entering Unmasked Estep 
Score: -6838078.000000 Penalty: 3560.684082
	Iteration 192Q: 3 clusters Score -6838078 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 53449 members 
Entering Unmasked Estep 
Score: -6838024.500000 Penalty: 3560.684082
	Iteration 193Q: 3 clusters Score -6838024 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 53304 members 
Entering Unmasked Estep 
Score: -6838077.000000 Penalty: 3560.684082
	Iteration 194Q: 3 clusters Score -6838077 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 53312 members 
Entering Unmasked Estep 
Score: -6837891.500000 Penalty: 3560.684082
	Iteration 195Q: 3 clusters Score -6837892 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 53736 members 
Entering Unmasked Estep 
Score: -6837278.500000 Penalty: 3560.684082
	Iteration 196Q: 3 clusters Score -6837278 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 54655 members 
Entering Unmasked Estep 
Score: -6837797.500000 Penalty: 3560.684082
	Iteration 197Q: 3 clusters Score -6837798 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 54369 members 
Entering Unmasked Estep 
Score: -6837865.500000 Penalty: 3560.684082
	Iteration 198Q: 3 clusters Score -6837866 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 53926 members 
Entering Unmasked Estep 
Score: -6837984.000000 Penalty: 3560.684082
	Iteration 199Q: 3 clusters Score -6837984 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 53772 members 
Entering Unmasked Estep 
Score: -6838127.000000 Penalty: 3560.684082
	Iteration 200F: 3 clusters Score -6838127 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 53421 members 
Entering Unmasked Estep 
Score: -6838126.000000 Penalty: 3560.684082
	Iteration 201Q: 3 clusters Score -6838126 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 53350 members 
Entering Unmasked Estep 
Score: -6838067.000000 Penalty: 3560.684082
	Iteration 202Q: 3 clusters Score -6838067 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 53310 members 
Entering Unmasked Estep 
Score: -6838052.500000 Penalty: 3560.684082
	Iteration 203Q: 3 clusters Score -6838052 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 53508 members 
Entering Unmasked Estep 
Score: -6837975.500000 Penalty: 3560.684082
	Iteration 204Q: 3 clusters Score -6837976 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 53730 members 
Entering Unmasked Estep 
Score: -6838082.500000 Penalty: 3560.684082
	Iteration 205Q: 3 clusters Score -6838082 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 53617 members 
Entering Unmasked Estep 
Score: -6838059.500000 Penalty: 3560.684082
	Iteration 206Q: 3 clusters Score -6838060 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 53475 members 
Entering Unmasked Estep 
Score: -6838053.500000 Penalty: 3560.684082
	Iteration 207Q: 3 clusters Score -6838054 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 53542 members 
Entering Unmasked Estep 
Score: -6838066.000000 Penalty: 3560.684082
	Iteration 208Q: 3 clusters Score -6838066 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 53485 members 
Entering Unmasked Estep 
Score: -6838038.000000 Penalty: 3560.684082
	Iteration 209Q: 3 clusters Score -6838038 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 53560 members 
Entering Unmasked Estep 
Score: -6838085.000000 Penalty: 3560.684082
	Iteration 210Q: 3 clusters Score -6838085 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 53502 members 
Entering Unmasked Estep 
Score: -6838038.500000 Penalty: 3560.684082
	Iteration 211Q: 3 clusters Score -6838038 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 53579 members 
Entering Unmasked Estep 
Score: -6838072.500000 Penalty: 3560.684082
	Iteration 212Q: 3 clusters Score -6838072 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 53523 members 
Entering Unmasked Estep 
Score: -6838056.500000 Penalty: 3560.684082
	Iteration 213Q: 3 clusters Score -6838056 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 53361 members 
Entering Unmasked Estep 
Score: -6838050.000000 Penalty: 3560.684082
	Iteration 214Q: 3 clusters Score -6838050 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 53324 members 
Entering Unmasked Estep 
Score: -6838065.500000 Penalty: 3560.684082
	Iteration 215Q: 3 clusters Score -6838066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 53304 members 
Entering Unmasked Estep 
Score: -6838071.500000 Penalty: 3560.684082
	Iteration 216Q: 3 clusters Score -6838072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 53282 members 
Entering Unmasked Estep 
Score: -6838012.000000 Penalty: 3560.684082
	Iteration 217Q: 3 clusters Score -6838012 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 53521 members 
Entering Unmasked Estep 
Score: -6837930.500000 Penalty: 3560.684082
	Iteration 218Q: 3 clusters Score -6837930 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 53761 members 
Entering Unmasked Estep 
Score: -6838088.000000 Penalty: 3560.684082
	Iteration 219Q: 3 clusters Score -6838088 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 53529 members 
Entering Unmasked Estep 
Score: -6838006.000000 Penalty: 3560.684082
	Iteration 220F: 3 clusters Score -6838006 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 53663 members 
Entering Unmasked Estep 
Score: -6838053.000000 Penalty: 3560.684082
	Iteration 221Q: 3 clusters Score -6838053 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 53703 members 
Entering Unmasked Estep 
Score: -6838080.500000 Penalty: 3560.684082
	Iteration 222Q: 3 clusters Score -6838080 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 53594 members 
Entering Unmasked Estep 
Score: -6837990.500000 Penalty: 3560.684082
	Iteration 223Q: 3 clusters Score -6837990 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 53740 members 
Entering Unmasked Estep 
Score: -6838095.000000 Penalty: 3560.684082
	Iteration 224Q: 3 clusters Score -6838095 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 53627 members 
Entering Unmasked Estep 
Score: -6838066.000000 Penalty: 3560.684082
	Iteration 225Q: 3 clusters Score -6838066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 53639 members 
Entering Unmasked Estep 
Score: -6838046.000000 Penalty: 3560.684082
	Iteration 226Q: 3 clusters Score -6838046 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 53690 members 
Entering Unmasked Estep 
Score: -6838071.500000 Penalty: 3560.684082
	Iteration 227Q: 3 clusters Score -6838072 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 53652 members 
Entering Unmasked Estep 
Score: -6838055.000000 Penalty: 3560.684082
	Iteration 228Q: 3 clusters Score -6838055 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 53441 members 
Entering Unmasked Estep 
Score: -6838055.500000 Penalty: 3560.684082
	Iteration 229Q: 3 clusters Score -6838056 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 53456 members 
Entering Unmasked Estep 
Score: -6838006.500000 Penalty: 3560.684082
	Iteration 230Q: 3 clusters Score -6838006 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 53604 members 
Entering Unmasked Estep 
Score: -6838064.500000 Penalty: 3560.684082
	Iteration 231Q: 3 clusters Score -6838064 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 53563 members 
Entering Unmasked Estep 
Score: -6838070.000000 Penalty: 3560.684082
	Iteration 232Q: 3 clusters Score -6838070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 53552 members 
Entering Unmasked Estep 
Score: -6838053.000000 Penalty: 3560.684082
	Iteration 233Q: 3 clusters Score -6838053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 53556 members 
Entering Unmasked Estep 
Score: -6838037.000000 Penalty: 3560.684082
	Iteration 234Q: 3 clusters Score -6838037 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 53571 members 
Entering Unmasked Estep 
Score: -6838049.500000 Penalty: 3560.684082
	Iteration 235Q: 3 clusters Score -6838050 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 53603 members 
Entering Unmasked Estep 
Score: -6838053.000000 Penalty: 3560.684082
	Iteration 236Q: 3 clusters Score -6838053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 53598 members 
Entering Unmasked Estep 
Score: -6838050.000000 Penalty: 3560.684082
	Iteration 237Q: 3 clusters Score -6838050 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 53500 members 
Entering Unmasked Estep 
Score: -6838036.500000 Penalty: 3560.684082
	Iteration 238Q: 3 clusters Score -6838036 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 53571 members 
Entering Unmasked Estep 
Score: -6838065.000000 Penalty: 3560.684082
	Iteration 239Q: 3 clusters Score -6838065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 53567 members 
Entering Unmasked Estep 
Score: -6838059.000000 Penalty: 3560.684082
	Iteration 240F: 3 clusters Score -6838059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 53574 members 
Entering Unmasked Estep 
Score: -6838077.000000 Penalty: 3560.684082
	Iteration 241Q: 3 clusters Score -6838077 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 53504 members 
Entering Unmasked Estep 
Score: -6838062.500000 Penalty: 3560.684082
	Iteration 242Q: 3 clusters Score -6838062 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 53389 members 
Entering Unmasked Estep 
Score: -6837978.000000 Penalty: 3560.684082
	Iteration 243Q: 3 clusters Score -6837978 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 53623 members 
Entering Unmasked Estep 
Score: -6838094.500000 Penalty: 3560.684082
	Iteration 244Q: 3 clusters Score -6838094 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 53596 members 
Entering Unmasked Estep 
Score: -6838065.500000 Penalty: 3560.684082
	Iteration 245Q: 3 clusters Score -6838066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 53588 members 
Entering Unmasked Estep 
Score: -6838057.500000 Penalty: 3560.684082
	Iteration 246Q: 3 clusters Score -6838058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 53588 members 
Entering Unmasked Estep 
Score: -6838057.500000 Penalty: 3560.684082
	Iteration 247F: 3 clusters Score -6838058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (52877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52877 members 
Entering Unmasked Estep 
Score: -6284219.500000 Penalty: 1767.305176
	Iteration 0F: 2 clusters Score -6284220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 26412 members 
Entering Unmasked Estep 
Score: -6249216.500000 Penalty: 3534.610352
	Iteration 0F: 3 clusters Score -6249216 nChanged 24688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 25870 members 
Entering Unmasked Estep 
Score: -6263002.000000 Penalty: 3534.610352
	Iteration 1F: 3 clusters Score -6263002 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -6263394 nChanged 1792
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -6263878 nChanged 1881
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -6264358 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 25601 members 
Entering Unmasked Estep 
Score: -6264932.500000 Penalty: 3534.610352
	Iteration 5Q: 3 clusters Score -6264932 nChanged 2158
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -6265679 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -6266777.500000 Penalty: 3534.610352
	Iteration 7Q: 3 clusters Score -6266778 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -6268707 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -6272039.000000 Penalty: 3534.610352
	Iteration 9F: 3 clusters Score -6272039 nChanged 3945
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 28575 members 
Entering Unmasked Estep 
Score: -6276153.000000 Penalty: 3534.610352
	Iteration 10F: 3 clusters Score -6276153 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -6278789.000000 Penalty: 3534.610352
	Iteration 11F: 3 clusters Score -6278789 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 29731 members 
Entering Unmasked Estep 
Score: -6280249.500000 Penalty: 3534.610352
	Iteration 12Q: 3 clusters Score -6280250 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 30107 members 
Entering Unmasked Estep 
Score: -6281113.500000 Penalty: 3534.610352
	Iteration 13Q: 3 clusters Score -6281114 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 30497 members 
Entering Unmasked Estep 
Score: -6281708.500000 Penalty: 3534.610352
	Iteration 14Q: 3 clusters Score -6281708 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -6282083.000000 Penalty: 3534.610352
	Iteration 15Q: 3 clusters Score -6282083 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 31114 members 
Entering Unmasked Estep 
Score: -6282292.500000 Penalty: 3534.610352
	Iteration 16Q: 3 clusters Score -6282292 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -6282384.500000 Penalty: 3534.610352
	Iteration 17Q: 3 clusters Score -6282384 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 31723 members 
Entering Unmasked Estep 
Score: -6282464.000000 Penalty: 3534.610352
	Iteration 18Q: 3 clusters Score -6282464 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 31996 members 
Entering Unmasked Estep 
Score: -6282529.000000 Penalty: 3534.610352
	Iteration 19Q: 3 clusters Score -6282529 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 32345 members 
Entering Unmasked Estep 
Score: -6282595.000000 Penalty: 3534.610352
	Iteration 20F: 3 clusters Score -6282595 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 32753 members 
Entering Unmasked Estep 
Score: -6282574.000000 Penalty: 3534.610352
	Iteration 21Q: 3 clusters Score -6282574 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 33085 members 
Entering Unmasked Estep 
Score: -6282578.000000 Penalty: 3534.610352
	Iteration 22Q: 3 clusters Score -6282578 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 33524 members 
Entering Unmasked Estep 
Score: -6282589.500000 Penalty: 3534.610352
	Iteration 23Q: 3 clusters Score -6282590 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 33830 members 
Entering Unmasked Estep 
Score: -6282624.000000 Penalty: 3534.610352
	Iteration 24Q: 3 clusters Score -6282624 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -6282631.000000 Penalty: 3534.610352
	Iteration 25Q: 3 clusters Score -6282631 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 34303 members 
Entering Unmasked Estep 
Score: -6282615.000000 Penalty: 3534.610352
	Iteration 26Q: 3 clusters Score -6282615 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 34430 members 
Entering Unmasked Estep 
Score: -6282625.500000 Penalty: 3534.610352
	Iteration 27Q: 3 clusters Score -6282626 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -6282651.000000 Penalty: 3534.610352
	Iteration 28Q: 3 clusters Score -6282651 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 34698 members 
Entering Unmasked Estep 
Score: -6282626.000000 Penalty: 3534.610352
	Iteration 29Q: 3 clusters Score -6282626 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 34918 members 
Entering Unmasked Estep 
Score: -6282621.000000 Penalty: 3534.610352
	Iteration 30Q: 3 clusters Score -6282621 nChanged 262
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -6282614.000000 Penalty: 3534.610352
	Iteration 31Q: 3 clusters Score -6282614 nChanged 298
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 35478 members 
Entering Unmasked Estep 
Score: -6282617.500000 Penalty: 3534.610352
	Iteration 32Q: 3 clusters Score -6282618 nChanged 199
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Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 35677 members 
Entering Unmasked Estep 
Score: -6282612.500000 Penalty: 3534.610352
	Iteration 33Q: 3 clusters Score -6282612 nChanged 120
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Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 35797 members 
Entering Unmasked Estep 
Score: -6282605.000000 Penalty: 3534.610352
	Iteration 34Q: 3 clusters Score -6282605 nChanged 81
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Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 35876 members 
Entering Unmasked Estep 
Score: -6282600.500000 Penalty: 3534.610352
	Iteration 35Q: 3 clusters Score -6282600 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 35961 members 
Entering Unmasked Estep 
Score: -6282614.500000 Penalty: 3534.610352
	Iteration 36Q: 3 clusters Score -6282614 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 36111 members 
Entering Unmasked Estep 
Score: -6282645.500000 Penalty: 3534.610352
	Iteration 37Q: 3 clusters Score -6282646 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 36283 members 
Entering Unmasked Estep 
Score: -6282617.000000 Penalty: 3534.610352
	Iteration 38Q: 3 clusters Score -6282617 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 36286 members 
Entering Unmasked Estep 
Score: -6282636.500000 Penalty: 3534.610352
	Iteration 39Q: 3 clusters Score -6282636 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 36330 members 
Entering Unmasked Estep 
Score: -6282633.500000 Penalty: 3534.610352
	Iteration 40F: 3 clusters Score -6282634 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 36383 members 
Entering Unmasked Estep 
Score: -6282636.000000 Penalty: 3534.610352
	Iteration 41Q: 3 clusters Score -6282636 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 36515 members 
Entering Unmasked Estep 
Score: -6282631.000000 Penalty: 3534.610352
	Iteration 42Q: 3 clusters Score -6282631 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 36626 members 
Entering Unmasked Estep 
Score: -6282610.500000 Penalty: 3534.610352
	Iteration 43Q: 3 clusters Score -6282610 nChanged 101
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Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 36727 members 
Entering Unmasked Estep 
Score: -6282627.000000 Penalty: 3534.610352
	Iteration 44Q: 3 clusters Score -6282627 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 36804 members 
Entering Unmasked Estep 
Score: -6282638.000000 Penalty: 3534.610352
	Iteration 45Q: 3 clusters Score -6282638 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 36831 members 
Entering Unmasked Estep 
Score: -6282644.000000 Penalty: 3534.610352
	Iteration 46Q: 3 clusters Score -6282644 nChanged 99
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Mstep: Class 1 contains 15947 members 
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Entering Unmasked Estep 
Score: -6282624.000000 Penalty: 3534.610352
	Iteration 47Q: 3 clusters Score -6282624 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 36934 members 
Entering Unmasked Estep 
Score: -6282637.500000 Penalty: 3534.610352
	Iteration 48Q: 3 clusters Score -6282638 nChanged 146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 37080 members 
Entering Unmasked Estep 
Score: -6282623.500000 Penalty: 3534.610352
	Iteration 49Q: 3 clusters Score -6282624 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 37131 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6282624 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 37185 members 
Entering Unmasked Estep 
Score: -6282628.000000 Penalty: 3534.610352
	Iteration 51Q: 3 clusters Score -6282628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 37181 members 
Entering Unmasked Estep 
Score: -6282616.500000 Penalty: 3534.610352
	Iteration 52Q: 3 clusters Score -6282616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 37172 members 
Entering Unmasked Estep 
Score: -6282633.500000 Penalty: 3534.610352
	Iteration 53Q: 3 clusters Score -6282634 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -6282633.000000 Penalty: 3534.610352
	Iteration 54Q: 3 clusters Score -6282633 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 37256 members 
Entering Unmasked Estep 
Score: -6282626.000000 Penalty: 3534.610352
	Iteration 55Q: 3 clusters Score -6282626 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15670 members 
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Entering Unmasked Estep 
Score: -6282611.500000 Penalty: 3534.610352
	Iteration 56Q: 3 clusters Score -6282612 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -6282624.500000 Penalty: 3534.610352
	Iteration 57Q: 3 clusters Score -6282624 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 37190 members 
Entering Unmasked Estep 
Score: -6282609.500000 Penalty: 3534.610352
	Iteration 58Q: 3 clusters Score -6282610 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 37165 members 
Entering Unmasked Estep 
Score: -6282625.000000 Penalty: 3534.610352
	Iteration 59Q: 3 clusters Score -6282625 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 37259 members 
Entering Unmasked Estep 
Score: -6282643.000000 Penalty: 3534.610352
	Iteration 60F: 3 clusters Score -6282643 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -6282659.500000 Penalty: 3534.610352
	Iteration 61Q: 3 clusters Score -6282660 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 37339 members 
Entering Unmasked Estep 
Score: -6282658.000000 Penalty: 3534.610352
	Iteration 62Q: 3 clusters Score -6282658 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 37428 members 
Entering Unmasked Estep 
Score: -6282666.000000 Penalty: 3534.610352
	Iteration 63Q: 3 clusters Score -6282666 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 37453 members 
Entering Unmasked Estep 
Score: -6282653.000000 Penalty: 3534.610352
	Iteration 64Q: 3 clusters Score -6282653 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -6282657.500000 Penalty: 3534.610352
	Iteration 65Q: 3 clusters Score -6282658 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 37547 members 
Entering Unmasked Estep 
Score: -6282642.000000 Penalty: 3534.610352
	Iteration 66Q: 3 clusters Score -6282642 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 37603 members 
Entering Unmasked Estep 
Score: -6282644.000000 Penalty: 3534.610352
	Iteration 67Q: 3 clusters Score -6282644 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -6282654.000000 Penalty: 3534.610352
	Iteration 68Q: 3 clusters Score -6282654 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 37719 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6282658 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 37766 members 
Entering Unmasked Estep 
Score: -6282639.000000 Penalty: 3534.610352
	Iteration 70Q: 3 clusters Score -6282639 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 37844 members 
Entering Unmasked Estep 
Score: -6282651.500000 Penalty: 3534.610352
	Iteration 71Q: 3 clusters Score -6282652 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 37918 members 
Entering Unmasked Estep 
Score: -6282648.000000 Penalty: 3534.610352
	Iteration 72Q: 3 clusters Score -6282648 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 37982 members 
Entering Unmasked Estep 
Score: -6282646.000000 Penalty: 3534.610352
	Iteration 73Q: 3 clusters Score -6282646 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -6282653.500000 Penalty: 3534.610352
	Iteration 74Q: 3 clusters Score -6282654 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 38012 members 
Entering Unmasked Estep 
Score: -6282655.000000 Penalty: 3534.610352
	Iteration 75Q: 3 clusters Score -6282655 nChanged 22
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Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -6282644.000000 Penalty: 3534.610352
	Iteration 76Q: 3 clusters Score -6282644 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 37980 members 
Entering Unmasked Estep 
Score: -6282657.000000 Penalty: 3534.610352
	Iteration 77Q: 3 clusters Score -6282657 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 37941 members 
Entering Unmasked Estep 
Score: -6282656.000000 Penalty: 3534.610352
	Iteration 78Q: 3 clusters Score -6282656 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 37962 members 
Entering Unmasked Estep 
Score: -6282660.500000 Penalty: 3534.610352
	Iteration 79Q: 3 clusters Score -6282660 nChanged 69
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Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 38031 members 
Entering Unmasked Estep 
Score: -6282636.500000 Penalty: 3534.610352
	Iteration 80F: 3 clusters Score -6282636 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 2 contains 38062 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6282648 nChanged 15
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -6282633.000000 Penalty: 3534.610352
	Iteration 82Q: 3 clusters Score -6282633 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 38020 members 
Entering Unmasked Estep 
Score: -6282634.500000 Penalty: 3534.610352
	Iteration 83Q: 3 clusters Score -6282634 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 37993 members 
Entering Unmasked Estep 
Score: -6282647.000000 Penalty: 3534.610352
	Iteration 84Q: 3 clusters Score -6282647 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14888 members 
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Entering Unmasked Estep 
Score: -6282639.000000 Penalty: 3534.610352
	Iteration 85Q: 3 clusters Score -6282639 nChanged 3
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Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -6282640.500000 Penalty: 3534.610352
	Iteration 86Q: 3 clusters Score -6282640 nChanged 2
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Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -6282640.500000 Penalty: 3534.610352
	Iteration 87Q: 3 clusters Score -6282640 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 37998 members 
Entering Unmasked Estep 
Score: -6282649.500000 Penalty: 3534.610352
	Iteration 88Q: 3 clusters Score -6282650 nChanged 22
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Mstep: Class 1 contains 14857 members 
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Entering Unmasked Estep 
Score: -6282652.000000 Penalty: 3534.610352
	Iteration 89Q: 3 clusters Score -6282652 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14847 members 
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Entering Unmasked Estep 
Score: -6282653.500000 Penalty: 3534.610352
	Iteration 90Q: 3 clusters Score -6282654 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -6282656.000000 Penalty: 3534.610352
	Iteration 91Q: 3 clusters Score -6282656 nChanged 37
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Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 38067 members 
Entering Unmasked Estep 
Score: -6282646.500000 Penalty: 3534.610352
	Iteration 92Q: 3 clusters Score -6282646 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 38061 members 
Entering Unmasked Estep 
Score: -6282647.500000 Penalty: 3534.610352
	Iteration 93Q: 3 clusters Score -6282648 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -6282657.000000 Penalty: 3534.610352
	Iteration 94Q: 3 clusters Score -6282657 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -6282655.000000 Penalty: 3534.610352
	Iteration 95Q: 3 clusters Score -6282655 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -6282654.500000 Penalty: 3534.610352
	Iteration 96Q: 3 clusters Score -6282654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 38052 members 
Entering Unmasked Estep 
Score: -6282667.500000 Penalty: 3534.610352
	Iteration 97Q: 3 clusters Score -6282668 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 38085 members 
Entering Unmasked Estep 
Score: -6282651.000000 Penalty: 3534.610352
	Iteration 98Q: 3 clusters Score -6282651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 38077 members 
Entering Unmasked Estep 
Score: -6282653.000000 Penalty: 3534.610352
	Iteration 99Q: 3 clusters Score -6282653 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 38159 members 
Entering Unmasked Estep 
Score: -6282641.500000 Penalty: 3534.610352
	Iteration 100F: 3 clusters Score -6282642 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 38211 members 
Entering Unmasked Estep 
Score: -6282655.000000 Penalty: 3534.610352
	Iteration 101Q: 3 clusters Score -6282655 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 38238 members 
Entering Unmasked Estep 
Score: -6282649.000000 Penalty: 3534.610352
	Iteration 102Q: 3 clusters Score -6282649 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 38260 members 
Entering Unmasked Estep 
Score: -6282651.500000 Penalty: 3534.610352
	Iteration 103Q: 3 clusters Score -6282652 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 38292 members 
Entering Unmasked Estep 
Score: -6282639.000000 Penalty: 3534.610352
	Iteration 104Q: 3 clusters Score -6282639 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 38344 members 
Entering Unmasked Estep 
Score: -6282653.500000 Penalty: 3534.610352
	Iteration 105Q: 3 clusters Score -6282654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 38335 members 
Entering Unmasked Estep 
Score: -6282650.000000 Penalty: 3534.610352
	Iteration 106Q: 3 clusters Score -6282650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 38343 members 
Entering Unmasked Estep 
Score: -6282648.500000 Penalty: 3534.610352
	Iteration 107Q: 3 clusters Score -6282648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 38347 members 
Entering Unmasked Estep 
Score: -6282654.000000 Penalty: 3534.610352
	Iteration 108Q: 3 clusters Score -6282654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 38345 members 
Entering Unmasked Estep 
Score: -6282660.500000 Penalty: 3534.610352
	Iteration 109Q: 3 clusters Score -6282660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 38336 members 
Entering Unmasked Estep 
Score: -6282654.000000 Penalty: 3534.610352
	Iteration 110Q: 3 clusters Score -6282654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 38334 members 
Entering Unmasked Estep 
Score: -6282649.000000 Penalty: 3534.610352
	Iteration 111Q: 3 clusters Score -6282649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 38340 members 
Entering Unmasked Estep 
Score: -6282657.000000 Penalty: 3534.610352
	Iteration 112Q: 3 clusters Score -6282657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 38342 members 
Entering Unmasked Estep 
Score: -6282656.000000 Penalty: 3534.610352
	Iteration 113Q: 3 clusters Score -6282656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 38335 members 
Entering Unmasked Estep 
Score: -6282646.000000 Penalty: 3534.610352
	Iteration 114Q: 3 clusters Score -6282646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 38338 members 
Entering Unmasked Estep 
Score: -6282651.500000 Penalty: 3534.610352
	Iteration 115Q: 3 clusters Score -6282652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 38339 members 
Entering Unmasked Estep 
Score: -6282652.500000 Penalty: 3534.610352
	Iteration 116Q: 3 clusters Score -6282652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 38340 members 
Entering Unmasked Estep 
Score: -6282652.500000 Penalty: 3534.610352
	Iteration 117Q: 3 clusters Score -6282652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 38339 members 
Entering Unmasked Estep 
Score: -6282652.500000 Penalty: 3534.610352
	Iteration 118Q: 3 clusters Score -6282652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 38339 members 
Entering Unmasked Estep 
Score: -6282652.500000 Penalty: 3534.610352
	Iteration 119F: 3 clusters Score -6282652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (17745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Entering Unmasked Estep 
Score: -2079117.875000 Penalty: 1589.877075
	Iteration 0F: 2 clusters Score -2079118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -2067054.125000 Penalty: 3179.754150
	Iteration 0F: 3 clusters Score -2067054 nChanged 7916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -2071862.625000 Penalty: 3179.754150
	Iteration 1F: 3 clusters Score -2071863 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -2072837.875000 Penalty: 3179.754150
	Iteration 2F: 3 clusters Score -2072838 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -2074086.375000 Penalty: 3179.754150
	Iteration 3F: 3 clusters Score -2074086 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -2075680.125000 Penalty: 3179.754150
	Iteration 4F: 3 clusters Score -2075680 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -2077281.875000 Penalty: 3179.754150
	Iteration 5F: 3 clusters Score -2077282 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -2078504.000000 Penalty: 3179.754150
	Iteration 6F: 3 clusters Score -2078504 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -2078974.125000 Penalty: 3179.754150
	Iteration 7Q: 3 clusters Score -2078974 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -2079088.000000 Penalty: 3179.754150
	Iteration 8Q: 3 clusters Score -2079088 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -2079119.375000 Penalty: 3179.754150
	Iteration 9Q: 3 clusters Score -2079119 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -2079126.125000 Penalty: 3179.754150
	Iteration 10Q: 3 clusters Score -2079126 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -2079131.750000 Penalty: 3179.754150
	Iteration 11Q: 3 clusters Score -2079132 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -2079141.375000 Penalty: 3179.754150
	Iteration 12Q: 3 clusters Score -2079141 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -2079142.250000 Penalty: 3179.754150
	Iteration 13Q: 3 clusters Score -2079142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -2079138.750000 Penalty: 3179.754150
	Iteration 14Q: 3 clusters Score -2079139 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -2079138.250000 Penalty: 3179.754150
	Iteration 15Q: 3 clusters Score -2079138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -2079138.125000 Penalty: 3179.754150
	Iteration 16Q: 3 clusters Score -2079138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -2079141.500000 Penalty: 3179.754150
	Iteration 17Q: 3 clusters Score -2079142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -2079143.500000 Penalty: 3179.754150
	Iteration 18Q: 3 clusters Score -2079144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -2079142.875000 Penalty: 3179.754150
	Iteration 19Q: 3 clusters Score -2079143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -2079140.625000 Penalty: 3179.754150
	Iteration 20F: 3 clusters Score -2079141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -2079141.125000 Penalty: 3179.754150
	Iteration 21Q: 3 clusters Score -2079141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -2079141.125000 Penalty: 3179.754150
	Iteration 22F: 3 clusters Score -2079141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 3508 members 
Mstep: Class 3 contains 41931 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34184 members 
Mstep: Class 6 contains 74158 members 
Mstep: Class 7 contains 8788 members 
Mstep: Class 8 contains 36433 members 
Mstep: Class 9 contains 31914 members 
Mstep: Class 10 contains 16213 members 
Mstep: Class 11 contains 8083 members 
Mstep: Class 12 contains 59838 members 
Mstep: Class 13 contains 4125 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1901 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 125281 members 
Mstep: Class 20 contains 52292 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37735 members 
Mstep: Class 23 contains 9593 members 
Mstep: Class 24 contains 16316 members 
Mstep: Class 25 contains 82298 members 
Mstep: Class 26 contains 25698 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 820 members 
Mstep: Class 29 contains 2572 members 
Mstep: Class 30 contains 55380 members 
Mstep: Class 31 contains 262 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 46838 members 
Mstep: Class 34 contains 1341 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 81922 members 
Mstep: Class 38 contains 12815 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10666 members 
Mstep: Class 41 contains 93870 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 63764 members 
Mstep: Class 45 contains 192006 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 52585 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 43004 members 
Mstep: Class 50 contains 104405 members 
Mstep: Class 51 contains 773 members 
Mstep: Class 52 contains 57294 members 
Mstep: Class 53 contains 52877 members 
Mstep: Class 54 contains 13363 members 
Mstep: Class 55 contains 5776 members 
Mstep: Class 56 contains 34099 members 
Mstep: Class 57 contains 12262 members 
Mstep: Class 58 contains 19207 members 
Mstep: Class 59 contains 131 members 
Mstep: Class 60 contains 48436 members 
Mstep: Class 61 contains 4382 members 
Entering Unmasked Estep 
Score: -194746032.000000 Penalty: 142338.640625
Splitting cluster 54 changes total score from -194725904.000000 to -194746032.000000
So it's getting split into cluster 61.
Entering ConstructFrom: 
Trying to split cluster 55 (5776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Entering Unmasked Estep 
Score: -698079.437500 Penalty: 1407.488281
	Iteration 0F: 2 clusters Score -698079.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -693703.437500 Penalty: 2814.976562
	Iteration 0F: 3 clusters Score -693703.4 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -694862.437500 Penalty: 2814.976562
	Iteration 1F: 3 clusters Score -694862.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -695015.125000 Penalty: 2814.976562
	Iteration 2F: 3 clusters Score -695015.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -695147.437500 Penalty: 2814.976562
	Iteration 3F: 3 clusters Score -695147.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -695259.312500 Penalty: 2814.976562
	Iteration 4Q: 3 clusters Score -695259.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -695423.687500 Penalty: 2814.976562
	Iteration 5Q: 3 clusters Score -695423.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -695620.750000 Penalty: 2814.976562
	Iteration 6F: 3 clusters Score -695620.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -695790.312500 Penalty: 2814.976562
	Iteration 7Q: 3 clusters Score -695790.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -695965.562500 Penalty: 2814.976562
	Iteration 8Q: 3 clusters Score -695965.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -696169.562500 Penalty: 2814.976562
	Iteration 9Q: 3 clusters Score -696169.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -696342.375000 Penalty: 2814.976562
	Iteration 10Q: 3 clusters Score -696342.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -696484.000000 Penalty: 2814.976562
	Iteration 11Q: 3 clusters Score -696484 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -696589.312500 Penalty: 2814.976562
	Iteration 12Q: 3 clusters Score -696589.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -696661.000000 Penalty: 2814.976562
	Iteration 13Q: 3 clusters Score -696661 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -696723.625000 Penalty: 2814.976562
	Iteration 14Q: 3 clusters Score -696723.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -696746.625000 Penalty: 2814.976562
	Iteration 15Q: 3 clusters Score -696746.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -696786.562500 Penalty: 2814.976562
	Iteration 16Q: 3 clusters Score -696786.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -696813.875000 Penalty: 2814.976562
	Iteration 17Q: 3 clusters Score -696813.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -696824.312500 Penalty: 2814.976562
	Iteration 18Q: 3 clusters Score -696824.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -696833.062500 Penalty: 2814.976562
	Iteration 19Q: 3 clusters Score -696833.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -696838.625000 Penalty: 2814.976562
	Iteration 20F: 3 clusters Score -696838.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -696844.312500 Penalty: 2814.976562
	Iteration 21Q: 3 clusters Score -696844.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -696850.125000 Penalty: 2814.976562
	Iteration 22Q: 3 clusters Score -696850.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -696852.937500 Penalty: 2814.976562
	Iteration 23Q: 3 clusters Score -696852.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -696853.250000 Penalty: 2814.976562
	Iteration 24Q: 3 clusters Score -696853.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -696856.375000 Penalty: 2814.976562
	Iteration 25Q: 3 clusters Score -696856.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -696857.000000 Penalty: 2814.976562
	Iteration 26Q: 3 clusters Score -696857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -696856.000000 Penalty: 2814.976562
	Iteration 27Q: 3 clusters Score -696856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -696857.500000 Penalty: 2814.976562
	Iteration 28Q: 3 clusters Score -696857.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -696862.375000 Penalty: 2814.976562
	Iteration 29Q: 3 clusters Score -696862.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -696861.000000 Penalty: 2814.976562
	Iteration 30Q: 3 clusters Score -696861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -696857.812500 Penalty: 2814.976562
	Iteration 31Q: 3 clusters Score -696857.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -696838.125000 Penalty: 2814.976562
	Iteration 32Q: 3 clusters Score -696838.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -696865.750000 Penalty: 2814.976562
	Iteration 33Q: 3 clusters Score -696865.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -696865.750000 Penalty: 2814.976562
	Iteration 34F: 3 clusters Score -696865.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (34099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34099 members 
Entering Unmasked Estep 
Score: -4061820.750000 Penalty: 1696.016235
	Iteration 0F: 2 clusters Score -4061821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -4038680.250000 Penalty: 3392.032471
	Iteration 0F: 3 clusters Score -4038680 nChanged 15846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -4047518.000000 Penalty: 3392.032471
	Iteration 1F: 3 clusters Score -4047518 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -4047845.000000 Penalty: 3392.032471
	Iteration 2Q: 3 clusters Score -4047845 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -4048111.000000 Penalty: 3392.032471
	Iteration 3Q: 3 clusters Score -4048111 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -4048390.750000 Penalty: 3392.032471
	Iteration 4Q: 3 clusters Score -4048391 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -4048638.500000 Penalty: 3392.032471
	Iteration 5Q: 3 clusters Score -4048638 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -4048920.500000 Penalty: 3392.032471
	Iteration 6Q: 3 clusters Score -4048920 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -4049272.250000 Penalty: 3392.032471
	Iteration 7Q: 3 clusters Score -4049272 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -4049727.000000 Penalty: 3392.032471
	Iteration 8Q: 3 clusters Score -4049727 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -4050355.500000 Penalty: 3392.032471
	Iteration 9Q: 3 clusters Score -4050356 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -4051349.250000 Penalty: 3392.032471
	Iteration 10Q: 3 clusters Score -4051349 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -4052654.000000 Penalty: 3392.032471
	Iteration 11F: 3 clusters Score -4052654 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -4053872.750000 Penalty: 3392.032471
	Iteration 12F: 3 clusters Score -4053873 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -4054552.000000 Penalty: 3392.032471
	Iteration 13Q: 3 clusters Score -4054552 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -4054858.750000 Penalty: 3392.032471
	Iteration 14Q: 3 clusters Score -4054859 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -4055053.250000 Penalty: 3392.032471
	Iteration 15Q: 3 clusters Score -4055053 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -4055209.500000 Penalty: 3392.032471
	Iteration 16Q: 3 clusters Score -4055210 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -4055401.250000 Penalty: 3392.032471
	Iteration 17Q: 3 clusters Score -4055401 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -4055608.250000 Penalty: 3392.032471
	Iteration 18Q: 3 clusters Score -4055608 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -4055845.000000 Penalty: 3392.032471
	Iteration 19Q: 3 clusters Score -4055845 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26963 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -4056110.500000 Penalty: 3392.032471
	Iteration 20F: 3 clusters Score -4056110 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -4056368.500000 Penalty: 3392.032471
	Iteration 21Q: 3 clusters Score -4056368 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -4056684.750000 Penalty: 3392.032471
	Iteration 22Q: 3 clusters Score -4056685 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -4057012.500000 Penalty: 3392.032471
	Iteration 23Q: 3 clusters Score -4057012 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -4057333.750000 Penalty: 3392.032471
	Iteration 24Q: 3 clusters Score -4057334 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30324 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -4057696.500000 Penalty: 3392.032471
	Iteration 25Q: 3 clusters Score -4057696 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30924 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -4058045.000000 Penalty: 3392.032471
	Iteration 26Q: 3 clusters Score -4058045 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31510 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -4058412.250000 Penalty: 3392.032471
	Iteration 27Q: 3 clusters Score -4058412 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32026 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -4058777.500000 Penalty: 3392.032471
	Iteration 28Q: 3 clusters Score -4058778 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32509 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -4059155.000000 Penalty: 3392.032471
	Iteration 29Q: 3 clusters Score -4059155 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -4059506.500000 Penalty: 3392.032471
	Iteration 30Q: 3 clusters Score -4059506 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33260 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -4059765.750000 Penalty: 3392.032471
	Iteration 31Q: 3 clusters Score -4059766 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -4059944.750000 Penalty: 3392.032471
	Iteration 32Q: 3 clusters Score -4059945 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -4060068.000000 Penalty: 3392.032471
	Iteration 33Q: 3 clusters Score -4060068 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4060158.500000 Penalty: 3392.032471
	Iteration 34Q: 3 clusters Score -4060158 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4060215.750000 Penalty: 3392.032471
	Iteration 35Q: 3 clusters Score -4060216 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33840 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -4060260.500000 Penalty: 3392.032471
	Iteration 36Q: 3 clusters Score -4060260 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -4060277.000000 Penalty: 3392.032471
	Iteration 37Q: 3 clusters Score -4060277 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33877 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -4060295.750000 Penalty: 3392.032471
	Iteration 38Q: 3 clusters Score -4060296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33891 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -4060315.750000 Penalty: 3392.032471
	Iteration 39Q: 3 clusters Score -4060316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33897 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -4060316.750000 Penalty: 3392.032471
	Iteration 40F: 3 clusters Score -4060317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33903 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -4060321.500000 Penalty: 3392.032471
	Iteration 41Q: 3 clusters Score -4060322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33906 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -4060326.000000 Penalty: 3392.032471
	Iteration 42Q: 3 clusters Score -4060326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33908 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -4060325.500000 Penalty: 3392.032471
	Iteration 43Q: 3 clusters Score -4060326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33908 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -4060325.500000 Penalty: 3392.032471
	Iteration 44F: 3 clusters Score -4060326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (12262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Entering Unmasked Estep 
Score: -1477387.000000 Penalty: 1529.817261
	Iteration 0F: 2 clusters Score -1477387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1468721.000000 Penalty: 3059.634521
	Iteration 0F: 3 clusters Score -1468721 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1471571.750000 Penalty: 3059.634521
	Iteration 1F: 3 clusters Score -1471572 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1471855.875000 Penalty: 3059.634521
	Iteration 2F: 3 clusters Score -1471856 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1472038.500000 Penalty: 3059.634521
	Iteration 3Q: 3 clusters Score -1472038 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1472218.750000 Penalty: 3059.634521
	Iteration 4Q: 3 clusters Score -1472219 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1472406.000000 Penalty: 3059.634521
	Iteration 5Q: 3 clusters Score -1472406 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1472619.000000 Penalty: 3059.634521
	Iteration 6Q: 3 clusters Score -1472619 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1472880.750000 Penalty: 3059.634521
	Iteration 7Q: 3 clusters Score -1472881 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1473215.750000 Penalty: 3059.634521
	Iteration 8Q: 3 clusters Score -1473216 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1473628.500000 Penalty: 3059.634521
	Iteration 9Q: 3 clusters Score -1473628 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1474048.875000 Penalty: 3059.634521
	Iteration 10Q: 3 clusters Score -1474049 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1474498.875000 Penalty: 3059.634521
	Iteration 11Q: 3 clusters Score -1474499 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1474882.375000 Penalty: 3059.634521
	Iteration 12Q: 3 clusters Score -1474882 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1475196.125000 Penalty: 3059.634521
	Iteration 13Q: 3 clusters Score -1475196 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1475445.750000 Penalty: 3059.634521
	Iteration 14Q: 3 clusters Score -1475446 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1475619.875000 Penalty: 3059.634521
	Iteration 15Q: 3 clusters Score -1475620 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1475754.250000 Penalty: 3059.634521
	Iteration 16Q: 3 clusters Score -1475754 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1475844.750000 Penalty: 3059.634521
	Iteration 17Q: 3 clusters Score -1475845 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1475895.750000 Penalty: 3059.634521
	Iteration 18Q: 3 clusters Score -1475896 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1475920.375000 Penalty: 3059.634521
	Iteration 19Q: 3 clusters Score -1475920 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1475967.125000 Penalty: 3059.634521
	Iteration 20F: 3 clusters Score -1475967 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1475987.000000 Penalty: 3059.634521
	Iteration 21Q: 3 clusters Score -1475987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1476007.750000 Penalty: 3059.634521
	Iteration 22Q: 3 clusters Score -1476008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1476017.375000 Penalty: 3059.634521
	Iteration 23Q: 3 clusters Score -1476017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1476014.625000 Penalty: 3059.634521
	Iteration 24Q: 3 clusters Score -1476015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1476026.750000 Penalty: 3059.634521
	Iteration 25Q: 3 clusters Score -1476027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1476032.625000 Penalty: 3059.634521
	Iteration 26Q: 3 clusters Score -1476033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1476046.875000 Penalty: 3059.634521
	Iteration 27Q: 3 clusters Score -1476047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1476044.250000 Penalty: 3059.634521
	Iteration 28Q: 3 clusters Score -1476044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1476054.250000 Penalty: 3059.634521
	Iteration 29Q: 3 clusters Score -1476054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1476047.125000 Penalty: 3059.634521
	Iteration 30Q: 3 clusters Score -1476047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1476053.750000 Penalty: 3059.634521
	Iteration 31Q: 3 clusters Score -1476054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1476053.750000 Penalty: 3059.634521
	Iteration 32F: 3 clusters Score -1476054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 3508 members 
Mstep: Class 3 contains 41931 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34184 members 
Mstep: Class 6 contains 74158 members 
Mstep: Class 7 contains 8788 members 
Mstep: Class 8 contains 36433 members 
Mstep: Class 9 contains 31914 members 
Mstep: Class 10 contains 16213 members 
Mstep: Class 11 contains 8083 members 
Mstep: Class 12 contains 59838 members 
Mstep: Class 13 contains 4125 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 1901 members 
Mstep: Class 16 contains 24128 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 245 members 
Mstep: Class 19 contains 125281 members 
Mstep: Class 20 contains 52292 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37735 members 
Mstep: Class 23 contains 9593 members 
Mstep: Class 24 contains 16316 members 
Mstep: Class 25 contains 82298 members 
Mstep: Class 26 contains 25698 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 820 members 
Mstep: Class 29 contains 2572 members 
Mstep: Class 30 contains 55380 members 
Mstep: Class 31 contains 262 members 
Mstep: Class 32 contains 271 members 
Mstep: Class 33 contains 46838 members 
Mstep: Class 34 contains 1341 members 
Mstep: Class 35 contains 459 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 81922 members 
Mstep: Class 38 contains 12815 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10666 members 
Mstep: Class 41 contains 93870 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 63764 members 
Mstep: Class 45 contains 192006 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 52585 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 43004 members 
Mstep: Class 50 contains 104405 members 
Mstep: Class 51 contains 773 members 
Mstep: Class 52 contains 57294 members 
Mstep: Class 53 contains 52877 members 
Mstep: Class 54 contains 13363 members 
Mstep: Class 55 contains 5776 members 
Mstep: Class 56 contains 34099 members 
Mstep: Class 57 contains 12262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 59. Lose 1834.522461 but Gain 2333.421875
Score: -194747872.000000 Penalty: 140005.218750
Iteration 399Q: 61 clusters Score -1.947479e+08 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 3508 members 
Mstep: Class 3 contains 42178 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34248 members 
Mstep: Class 6 contains 74160 members 
Mstep: Class 7 contains 8776 members 
Mstep: Class 8 contains 36431 members 
Mstep: Class 9 contains 31913 members 
Mstep: Class 10 contains 16211 members 
Mstep: Class 11 contains 8087 members 
Mstep: Class 12 contains 59894 members 
Mstep: Class 13 contains 4125 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 1901 members 
Mstep: Class 16 contains 23986 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 246 members 
Mstep: Class 19 contains 126497 members 
Mstep: Class 20 contains 52287 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37791 members 
Mstep: Class 23 contains 9638 members 
Mstep: Class 24 contains 16137 members 
Mstep: Class 25 contains 82237 members 
Mstep: Class 26 contains 25698 members 
Mstep: Class 27 contains 893 members 
Mstep: Class 28 contains 813 members 
Mstep: Class 29 contains 2572 members 
Mstep: Class 30 contains 54092 members 
Mstep: Class 31 contains 329 members 
Mstep: Class 32 contains 355 members 
Mstep: Class 33 contains 46843 members 
Mstep: Class 34 contains 1342 members 
Mstep: Class 35 contains 460 members 
Mstep: Class 36 contains 378 members 
Mstep: Class 37 contains 82209 members 
Mstep: Class 38 contains 12814 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10667 members 
Mstep: Class 41 contains 94221 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 43 contains 218 members 
Mstep: Class 44 contains 63499 members 
Mstep: Class 45 contains 191996 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 52370 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 43438 members 
Mstep: Class 50 contains 104383 members 
Mstep: Class 51 contains 772 members 
Mstep: Class 52 contains 57164 members 
Mstep: Class 53 contains 52743 members 
Mstep: Class 54 contains 13704 members 
Mstep: Class 55 contains 5663 members 
Mstep: Class 56 contains 34020 members 
Mstep: Class 57 contains 12387 members 
Mstep: Class 58 contains 19322 members 
Mstep: Class 60 contains 47763 members 
Mstep: Class 61 contains 4357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194752592.000000 Penalty: 140005.218750
Iteration 400F: 61 clusters Score -1.947526e+08 nChanged 13160
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 3508 members 
Mstep: Class 3 contains 42515 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 34149 members 
Mstep: Class 6 contains 74168 members 
Mstep: Class 7 contains 8756 members 
Mstep: Class 8 contains 36404 members 
Mstep: Class 9 contains 31917 members 
Mstep: Class 10 contains 16212 members 
Mstep: Class 11 contains 8048 members 
Mstep: Class 12 contains 59628 members 
Mstep: Class 13 contains 4124 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 1901 members 
Mstep: Class 16 contains 23663 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 127694 members 
Mstep: Class 20 contains 52224 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37645 members 
Mstep: Class 23 contains 9655 members 
Mstep: Class 24 contains 15992 members 
Mstep: Class 25 contains 81719 members 
Mstep: Class 26 contains 25696 members 
Mstep: Class 27 contains 891 members 
Mstep: Class 28 contains 813 members 
Mstep: Class 29 contains 2572 members 
Mstep: Class 30 contains 55334 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 354 members 
Mstep: Class 33 contains 46832 members 
Mstep: Class 34 contains 1333 members 
Mstep: Class 35 contains 460 members 
Mstep: Class 36 contains 378 members 
Mstep: Class 37 contains 82478 members 
Mstep: Class 38 contains 12815 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10666 members 
Mstep: Class 41 contains 92810 members 
Mstep: Class 42 contains 325 members 
Mstep: Class 43 contains 216 members 
Mstep: Class 44 contains 63256 members 
Mstep: Class 45 contains 191995 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 52062 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 42778 members 
Mstep: Class 50 contains 104270 members 
Mstep: Class 51 contains 771 members 
Mstep: Class 52 contains 56178 members 
Mstep: Class 53 contains 52731 members 
Mstep: Class 54 contains 14032 members 
Mstep: Class 55 contains 5580 members 
Mstep: Class 56 contains 33913 members 
Mstep: Class 57 contains 12397 members 
Mstep: Class 58 contains 19938 members 
Mstep: Class 60 contains 49327 members 
Mstep: Class 61 contains 4414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194753248.000000 Penalty: 140005.218750
Iteration 401Q: 61 clusters Score -1.947532e+08 nChanged 13328
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 3508 members 
Mstep: Class 3 contains 42875 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 34098 members 
Mstep: Class 6 contains 74175 members 
Mstep: Class 7 contains 8730 members 
Mstep: Class 8 contains 36399 members 
Mstep: Class 9 contains 31919 members 
Mstep: Class 10 contains 16211 members 
Mstep: Class 11 contains 8032 members 
Mstep: Class 12 contains 59420 members 
Mstep: Class 13 contains 4123 members 
Mstep: Class 14 contains 534 members 
Mstep: Class 15 contains 1901 members 
Mstep: Class 16 contains 23436 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 129603 members 
Mstep: Class 20 contains 51562 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37547 members 
Mstep: Class 23 contains 9663 members 
Mstep: Class 24 contains 15849 members 
Mstep: Class 25 contains 81336 members 
Mstep: Class 26 contains 25695 members 
Mstep: Class 27 contains 888 members 
Mstep: Class 28 contains 812 members 
Mstep: Class 29 contains 2572 members 
Mstep: Class 30 contains 56260 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 352 members 
Mstep: Class 33 contains 46912 members 
Mstep: Class 34 contains 1332 members 
Mstep: Class 35 contains 462 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 82823 members 
Mstep: Class 38 contains 12814 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10665 members 
Mstep: Class 41 contains 92014 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 43 contains 217 members 
Mstep: Class 44 contains 63037 members 
Mstep: Class 45 contains 191995 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 51679 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 41826 members 
Mstep: Class 50 contains 104157 members 
Mstep: Class 51 contains 771 members 
Mstep: Class 52 contains 55357 members 
Mstep: Class 53 contains 52654 members 
Mstep: Class 54 contains 14373 members 
Mstep: Class 55 contains 5532 members 
Mstep: Class 56 contains 33765 members 
Mstep: Class 57 contains 12538 members 
Mstep: Class 58 contains 20343 members 
Mstep: Class 60 contains 50212 members 
Mstep: Class 61 contains 4423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194754032.000000 Penalty: 140005.218750
Iteration 402Q: 61 clusters Score -1.94754e+08 nChanged 12968
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 3508 members 
Mstep: Class 3 contains 43240 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 34055 members 
Mstep: Class 6 contains 74183 members 
Mstep: Class 7 contains 8703 members 
Mstep: Class 8 contains 36390 members 
Mstep: Class 9 contains 31925 members 
Mstep: Class 10 contains 16211 members 
Mstep: Class 11 contains 8024 members 
Mstep: Class 12 contains 59251 members 
Mstep: Class 13 contains 4119 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 1903 members 
Mstep: Class 16 contains 22960 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 131385 members 
Mstep: Class 20 contains 50696 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37470 members 
Mstep: Class 23 contains 9667 members 
Mstep: Class 24 contains 15710 members 
Mstep: Class 25 contains 81083 members 
Mstep: Class 26 contains 25693 members 
Mstep: Class 27 contains 889 members 
Mstep: Class 28 contains 811 members 
Mstep: Class 29 contains 2572 members 
Mstep: Class 30 contains 57322 members 
Mstep: Class 31 contains 336 members 
Mstep: Class 32 contains 353 members 
Mstep: Class 33 contains 46965 members 
Mstep: Class 34 contains 1331 members 
Mstep: Class 35 contains 462 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 83186 members 
Mstep: Class 38 contains 12814 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10665 members 
Mstep: Class 41 contains 91657 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 43 contains 216 members 
Mstep: Class 44 contains 62816 members 
Mstep: Class 45 contains 191986 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 51349 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 40962 members 
Mstep: Class 50 contains 104064 members 
Mstep: Class 51 contains 770 members 
Mstep: Class 52 contains 54351 members 
Mstep: Class 53 contains 52561 members 
Mstep: Class 54 contains 14724 members 
Mstep: Class 55 contains 5509 members 
Mstep: Class 56 contains 33638 members 
Mstep: Class 57 contains 12686 members 
Mstep: Class 58 contains 20923 members 
Mstep: Class 60 contains 50703 members 
Mstep: Class 61 contains 4429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194753936.000000 Penalty: 140005.218750
Iteration 403Q: 61 clusters Score -1.947539e+08 nChanged 12345
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 43626 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 34047 members 
Mstep: Class 6 contains 74198 members 
Mstep: Class 7 contains 8686 members 
Mstep: Class 8 contains 36377 members 
Mstep: Class 9 contains 31926 members 
Mstep: Class 10 contains 16211 members 
Mstep: Class 11 contains 8004 members 
Mstep: Class 12 contains 59092 members 
Mstep: Class 13 contains 4118 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 1902 members 
Mstep: Class 16 contains 22462 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 133300 members 
Mstep: Class 20 contains 49949 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37391 members 
Mstep: Class 23 contains 9676 members 
Mstep: Class 24 contains 15587 members 
Mstep: Class 25 contains 80903 members 
Mstep: Class 26 contains 25687 members 
Mstep: Class 27 contains 890 members 
Mstep: Class 28 contains 810 members 
Mstep: Class 29 contains 2572 members 
Mstep: Class 30 contains 57723 members 
Mstep: Class 31 contains 336 members 
Mstep: Class 32 contains 354 members 
Mstep: Class 33 contains 47028 members 
Mstep: Class 34 contains 1330 members 
Mstep: Class 35 contains 462 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 83497 members 
Mstep: Class 38 contains 12814 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10665 members 
Mstep: Class 41 contains 91417 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 43 contains 216 members 
Mstep: Class 44 contains 62574 members 
Mstep: Class 45 contains 191987 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 50981 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 40254 members 
Mstep: Class 50 contains 104023 members 
Mstep: Class 51 contains 770 members 
Mstep: Class 52 contains 53691 members 
Mstep: Class 53 contains 52438 members 
Mstep: Class 54 contains 15067 members 
Mstep: Class 55 contains 5441 members 
Mstep: Class 56 contains 33532 members 
Mstep: Class 57 contains 12934 members 
Mstep: Class 58 contains 21590 members 
Mstep: Class 60 contains 50778 members 
Mstep: Class 61 contains 4437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194753680.000000 Penalty: 140005.218750
Iteration 404Q: 61 clusters Score -1.947537e+08 nChanged 12518
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 3508 members 
Mstep: Class 3 contains 44030 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 34024 members 
Mstep: Class 6 contains 74208 members 
Mstep: Class 7 contains 8670 members 
Mstep: Class 8 contains 36374 members 
Mstep: Class 9 contains 31920 members 
Mstep: Class 10 contains 16209 members 
Mstep: Class 11 contains 7998 members 
Mstep: Class 12 contains 58958 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 1904 members 
Mstep: Class 16 contains 21902 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 135290 members 
Mstep: Class 20 contains 48922 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37336 members 
Mstep: Class 23 contains 9687 members 
Mstep: Class 24 contains 15493 members 
Mstep: Class 25 contains 80764 members 
Mstep: Class 26 contains 25678 members 
Mstep: Class 27 contains 891 members 
Mstep: Class 28 contains 810 members 
Mstep: Class 29 contains 2571 members 
Mstep: Class 30 contains 58183 members 
Mstep: Class 31 contains 336 members 
Mstep: Class 32 contains 354 members 
Mstep: Class 33 contains 47087 members 
Mstep: Class 34 contains 1330 members 
Mstep: Class 35 contains 462 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 83772 members 
Mstep: Class 38 contains 12814 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10666 members 
Mstep: Class 41 contains 91547 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 43 contains 216 members 
Mstep: Class 44 contains 62300 members 
Mstep: Class 45 contains 191978 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 50544 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 39480 members 
Mstep: Class 50 contains 104036 members 
Mstep: Class 51 contains 770 members 
Mstep: Class 52 contains 52757 members 
Mstep: Class 53 contains 52397 members 
Mstep: Class 54 contains 15394 members 
Mstep: Class 55 contains 5225 members 
Mstep: Class 56 contains 33470 members 
Mstep: Class 57 contains 13207 members 
Mstep: Class 58 contains 22440 members 
Mstep: Class 60 contains 50815 members 
Mstep: Class 61 contains 4445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194751840.000000 Penalty: 140005.218750
Iteration 405Q: 61 clusters Score -1.947518e+08 nChanged 11596
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 3508 members 
Mstep: Class 3 contains 44303 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 34001 members 
Mstep: Class 6 contains 74216 members 
Mstep: Class 7 contains 8647 members 
Mstep: Class 8 contains 36363 members 
Mstep: Class 9 contains 31914 members 
Mstep: Class 10 contains 16207 members 
Mstep: Class 11 contains 7992 members 
Mstep: Class 12 contains 58849 members 
Mstep: Class 13 contains 4108 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 21478 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 137461 members 
Mstep: Class 20 contains 47797 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37310 members 
Mstep: Class 23 contains 9679 members 
Mstep: Class 24 contains 15412 members 
Mstep: Class 25 contains 80696 members 
Mstep: Class 26 contains 25661 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 810 members 
Mstep: Class 29 contains 2570 members 
Mstep: Class 30 contains 58261 members 
Mstep: Class 31 contains 336 members 
Mstep: Class 32 contains 354 members 
Mstep: Class 33 contains 47149 members 
Mstep: Class 34 contains 1330 members 
Mstep: Class 35 contains 462 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 84088 members 
Mstep: Class 38 contains 12816 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10668 members 
Mstep: Class 41 contains 91849 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 43 contains 216 members 
Mstep: Class 44 contains 62052 members 
Mstep: Class 45 contains 191983 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 50211 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 38743 members 
Mstep: Class 50 contains 103981 members 
Mstep: Class 51 contains 770 members 
Mstep: Class 52 contains 51962 members 
Mstep: Class 53 contains 52249 members 
Mstep: Class 54 contains 15711 members 
Mstep: Class 55 contains 5157 members 
Mstep: Class 56 contains 33403 members 
Mstep: Class 57 contains 13496 members 
Mstep: Class 58 contains 23108 members 
Mstep: Class 60 contains 50695 members 
Mstep: Class 61 contains 4449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194749872.000000 Penalty: 140005.218750
Iteration 406Q: 61 clusters Score -1.947499e+08 nChanged 10432
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 3508 members 
Mstep: Class 3 contains 44520 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 33965 members 
Mstep: Class 6 contains 74227 members 
Mstep: Class 7 contains 8622 members 
Mstep: Class 8 contains 36347 members 
Mstep: Class 9 contains 31908 members 
Mstep: Class 10 contains 16208 members 
Mstep: Class 11 contains 7987 members 
Mstep: Class 12 contains 58743 members 
Mstep: Class 13 contains 4106 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 1908 members 
Mstep: Class 16 contains 21225 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 139062 members 
Mstep: Class 20 contains 46317 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37294 members 
Mstep: Class 23 contains 9677 members 
Mstep: Class 24 contains 15357 members 
Mstep: Class 25 contains 80663 members 
Mstep: Class 26 contains 25653 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 810 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 58918 members 
Mstep: Class 31 contains 336 members 
Mstep: Class 32 contains 354 members 
Mstep: Class 33 contains 47202 members 
Mstep: Class 34 contains 1330 members 
Mstep: Class 35 contains 462 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 84387 members 
Mstep: Class 38 contains 12817 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10672 members 
Mstep: Class 41 contains 92083 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 43 contains 216 members 
Mstep: Class 44 contains 61870 members 
Mstep: Class 45 contains 191989 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 49892 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 38044 members 
Mstep: Class 50 contains 103913 members 
Mstep: Class 51 contains 770 members 
Mstep: Class 52 contains 51250 members 
Mstep: Class 53 contains 52171 members 
Mstep: Class 54 contains 15983 members 
Mstep: Class 55 contains 5058 members 
Mstep: Class 56 contains 33313 members 
Mstep: Class 57 contains 13655 members 
Mstep: Class 58 contains 23763 members 
Mstep: Class 60 contains 50806 members 
Mstep: Class 61 contains 4451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194748976.000000 Penalty: 140005.218750
Iteration 407Q: 61 clusters Score -1.94749e+08 nChanged 9919
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 3508 members 
Mstep: Class 3 contains 44716 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 33937 members 
Mstep: Class 6 contains 74228 members 
Mstep: Class 7 contains 8608 members 
Mstep: Class 8 contains 36342 members 
Mstep: Class 9 contains 31905 members 
Mstep: Class 10 contains 16207 members 
Mstep: Class 11 contains 7999 members 
Mstep: Class 12 contains 58654 members 
Mstep: Class 13 contains 4104 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 20962 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 140289 members 
Mstep: Class 20 contains 45176 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37291 members 
Mstep: Class 23 contains 9672 members 
Mstep: Class 24 contains 15311 members 
Mstep: Class 25 contains 80648 members 
Mstep: Class 26 contains 25643 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 810 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 59859 members 
Mstep: Class 31 contains 336 members 
Mstep: Class 32 contains 354 members 
Mstep: Class 33 contains 47261 members 
Mstep: Class 34 contains 1331 members 
Mstep: Class 35 contains 462 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 84717 members 
Mstep: Class 38 contains 12817 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10674 members 
Mstep: Class 41 contains 92279 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 43 contains 216 members 
Mstep: Class 44 contains 61673 members 
Mstep: Class 45 contains 191988 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 49655 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 37365 members 
Mstep: Class 50 contains 103887 members 
Mstep: Class 51 contains 770 members 
Mstep: Class 52 contains 50246 members 
Mstep: Class 53 contains 52165 members 
Mstep: Class 54 contains 16269 members 
Mstep: Class 55 contains 4791 members 
Mstep: Class 56 contains 33205 members 
Mstep: Class 57 contains 13846 members 
Mstep: Class 58 contains 24340 members 
Mstep: Class 60 contains 50925 members 
Mstep: Class 61 contains 4450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194748176.000000 Penalty: 140005.218750
Iteration 408Q: 61 clusters Score -1.947482e+08 nChanged 9407
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 3508 members 
Mstep: Class 3 contains 44970 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 33908 members 
Mstep: Class 6 contains 74229 members 
Mstep: Class 7 contains 8601 members 
Mstep: Class 8 contains 36338 members 
Mstep: Class 9 contains 31901 members 
Mstep: Class 10 contains 16206 members 
Mstep: Class 11 contains 8003 members 
Mstep: Class 12 contains 58565 members 
Mstep: Class 13 contains 4103 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 20702 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 141716 members 
Mstep: Class 20 contains 44019 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37281 members 
Mstep: Class 23 contains 9674 members 
Mstep: Class 24 contains 15261 members 
Mstep: Class 25 contains 80660 members 
Mstep: Class 26 contains 25633 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 810 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 59950 members 
Mstep: Class 31 contains 336 members 
Mstep: Class 32 contains 354 members 
Mstep: Class 33 contains 47221 members 
Mstep: Class 34 contains 1331 members 
Mstep: Class 35 contains 462 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 85099 members 
Mstep: Class 38 contains 12817 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10678 members 
Mstep: Class 41 contains 92667 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 43 contains 216 members 
Mstep: Class 44 contains 61464 members 
Mstep: Class 45 contains 191981 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 49345 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 36568 members 
Mstep: Class 50 contains 103714 members 
Mstep: Class 51 contains 770 members 
Mstep: Class 52 contains 49762 members 
Mstep: Class 53 contains 52088 members 
Mstep: Class 54 contains 16531 members 
Mstep: Class 55 contains 4617 members 
Mstep: Class 56 contains 33174 members 
Mstep: Class 57 contains 14119 members 
Mstep: Class 58 contains 25088 members 
Mstep: Class 60 contains 50998 members 
Mstep: Class 61 contains 4442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194747264.000000 Penalty: 140005.218750
Iteration 409Q: 61 clusters Score -1.947473e+08 nChanged 8717
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 3508 members 
Mstep: Class 3 contains 45170 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 33860 members 
Mstep: Class 6 contains 74236 members 
Mstep: Class 7 contains 8597 members 
Mstep: Class 8 contains 36340 members 
Mstep: Class 9 contains 31893 members 
Mstep: Class 10 contains 16202 members 
Mstep: Class 11 contains 8009 members 
Mstep: Class 12 contains 58504 members 
Mstep: Class 13 contains 4101 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 1913 members 
Mstep: Class 16 contains 20391 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 143150 members 
Mstep: Class 20 contains 42886 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37300 members 
Mstep: Class 23 contains 9679 members 
Mstep: Class 24 contains 15230 members 
Mstep: Class 25 contains 80674 members 
Mstep: Class 26 contains 25620 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 810 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 59731 members 
Mstep: Class 31 contains 336 members 
Mstep: Class 32 contains 354 members 
Mstep: Class 33 contains 47312 members 
Mstep: Class 34 contains 1330 members 
Mstep: Class 35 contains 462 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 85508 members 
Mstep: Class 38 contains 12817 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10681 members 
Mstep: Class 41 contains 92879 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 43 contains 216 members 
Mstep: Class 44 contains 61315 members 
Mstep: Class 45 contains 191974 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 48973 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 35873 members 
Mstep: Class 50 contains 103443 members 
Mstep: Class 51 contains 770 members 
Mstep: Class 52 contains 49665 members 
Mstep: Class 53 contains 52009 members 
Mstep: Class 54 contains 16789 members 
Mstep: Class 55 contains 4569 members 
Mstep: Class 56 contains 33049 members 
Mstep: Class 57 contains 14304 members 
Mstep: Class 58 contains 25835 members 
Mstep: Class 60 contains 51085 members 
Mstep: Class 61 contains 4439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194745728.000000 Penalty: 140005.218750
Iteration 410Q: 61 clusters Score -1.947457e+08 nChanged 8265
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 3508 members 
Mstep: Class 3 contains 45371 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 33844 members 
Mstep: Class 6 contains 74244 members 
Mstep: Class 7 contains 8586 members 
Mstep: Class 8 contains 36341 members 
Mstep: Class 9 contains 31888 members 
Mstep: Class 10 contains 16199 members 
Mstep: Class 11 contains 8014 members 
Mstep: Class 12 contains 58450 members 
Mstep: Class 13 contains 4097 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 20077 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 144799 members 
Mstep: Class 20 contains 41533 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37312 members 
Mstep: Class 23 contains 9680 members 
Mstep: Class 24 contains 15210 members 
Mstep: Class 25 contains 80681 members 
Mstep: Class 26 contains 25609 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 810 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 59305 members 
Mstep: Class 31 contains 336 members 
Mstep: Class 32 contains 354 members 
Mstep: Class 33 contains 47352 members 
Mstep: Class 34 contains 1329 members 
Mstep: Class 35 contains 462 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 85862 members 
Mstep: Class 38 contains 12817 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10684 members 
Mstep: Class 41 contains 93148 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 43 contains 216 members 
Mstep: Class 44 contains 61109 members 
Mstep: Class 45 contains 191963 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 48657 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 35165 members 
Mstep: Class 50 contains 103249 members 
Mstep: Class 51 contains 770 members 
Mstep: Class 52 contains 49913 members 
Mstep: Class 53 contains 51823 members 
Mstep: Class 54 contains 17068 members 
Mstep: Class 55 contains 4457 members 
Mstep: Class 56 contains 32949 members 
Mstep: Class 57 contains 14670 members 
Mstep: Class 58 contains 26434 members 
Mstep: Class 60 contains 51079 members 
Mstep: Class 61 contains 4440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194745040.000000 Penalty: 140005.218750
Iteration 411Q: 61 clusters Score -1.94745e+08 nChanged 7782
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 3508 members 
Mstep: Class 3 contains 45700 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 33824 members 
Mstep: Class 6 contains 74254 members 
Mstep: Class 7 contains 8576 members 
Mstep: Class 8 contains 36337 members 
Mstep: Class 9 contains 31887 members 
Mstep: Class 10 contains 16199 members 
Mstep: Class 11 contains 8025 members 
Mstep: Class 12 contains 58387 members 
Mstep: Class 13 contains 4099 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 19778 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 146244 members 
Mstep: Class 20 contains 40300 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37321 members 
Mstep: Class 23 contains 9676 members 
Mstep: Class 24 contains 15220 members 
Mstep: Class 25 contains 80685 members 
Mstep: Class 26 contains 25604 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 810 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 58701 members 
Mstep: Class 31 contains 336 members 
Mstep: Class 32 contains 354 members 
Mstep: Class 33 contains 47467 members 
Mstep: Class 34 contains 1329 members 
Mstep: Class 35 contains 462 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 86244 members 
Mstep: Class 38 contains 12816 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10686 members 
Mstep: Class 41 contains 93098 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 43 contains 216 members 
Mstep: Class 44 contains 60891 members 
Mstep: Class 45 contains 191957 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 48189 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 34510 members 
Mstep: Class 50 contains 102969 members 
Mstep: Class 51 contains 770 members 
Mstep: Class 52 contains 50494 members 
Mstep: Class 53 contains 51694 members 
Mstep: Class 54 contains 17371 members 
Mstep: Class 55 contains 4377 members 
Mstep: Class 56 contains 32831 members 
Mstep: Class 57 contains 14936 members 
Mstep: Class 58 contains 27019 members 
Mstep: Class 60 contains 51245 members 
Mstep: Class 61 contains 4442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194743664.000000 Penalty: 140005.218750
Iteration 412Q: 61 clusters Score -1.947437e+08 nChanged 7739
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 3508 members 
Mstep: Class 3 contains 46005 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 33813 members 
Mstep: Class 6 contains 74262 members 
Mstep: Class 7 contains 8574 members 
Mstep: Class 8 contains 36338 members 
Mstep: Class 9 contains 31883 members 
Mstep: Class 10 contains 16199 members 
Mstep: Class 11 contains 8033 members 
Mstep: Class 12 contains 58337 members 
Mstep: Class 13 contains 4098 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 19356 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 147397 members 
Mstep: Class 20 contains 39284 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37344 members 
Mstep: Class 23 contains 9672 members 
Mstep: Class 24 contains 15231 members 
Mstep: Class 25 contains 80694 members 
Mstep: Class 26 contains 25583 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 810 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 58167 members 
Mstep: Class 31 contains 336 members 
Mstep: Class 32 contains 354 members 
Mstep: Class 33 contains 47627 members 
Mstep: Class 34 contains 1329 members 
Mstep: Class 35 contains 462 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 86560 members 
Mstep: Class 38 contains 12817 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10691 members 
Mstep: Class 41 contains 93056 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 43 contains 216 members 
Mstep: Class 44 contains 60637 members 
Mstep: Class 45 contains 191956 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 47702 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 33764 members 
Mstep: Class 50 contains 102674 members 
Mstep: Class 51 contains 770 members 
Mstep: Class 52 contains 50871 members 
Mstep: Class 53 contains 51551 members 
Mstep: Class 54 contains 17682 members 
Mstep: Class 55 contains 4409 members 
Mstep: Class 56 contains 32779 members 
Mstep: Class 57 contains 15255 members 
Mstep: Class 58 contains 27811 members 
Mstep: Class 60 contains 51476 members 
Mstep: Class 61 contains 4445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194742576.000000 Penalty: 140005.218750
Iteration 413Q: 61 clusters Score -1.947426e+08 nChanged 7652
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 3508 members 
Mstep: Class 3 contains 46174 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 33806 members 
Mstep: Class 6 contains 74264 members 
Mstep: Class 7 contains 8573 members 
Mstep: Class 8 contains 36321 members 
Mstep: Class 9 contains 31880 members 
Mstep: Class 10 contains 16198 members 
Mstep: Class 11 contains 8036 members 
Mstep: Class 12 contains 58277 members 
Mstep: Class 13 contains 4098 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 18939 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 148630 members 
Mstep: Class 20 contains 38301 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37366 members 
Mstep: Class 23 contains 9674 members 
Mstep: Class 24 contains 15229 members 
Mstep: Class 25 contains 80705 members 
Mstep: Class 26 contains 25566 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 810 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 57495 members 
Mstep: Class 31 contains 336 members 
Mstep: Class 32 contains 354 members 
Mstep: Class 33 contains 47889 members 
Mstep: Class 34 contains 1328 members 
Mstep: Class 35 contains 462 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 86832 members 
Mstep: Class 38 contains 12817 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10696 members 
Mstep: Class 41 contains 92995 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 43 contains 216 members 
Mstep: Class 44 contains 60373 members 
Mstep: Class 45 contains 191953 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 47294 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 33063 members 
Mstep: Class 50 contains 102474 members 
Mstep: Class 51 contains 770 members 
Mstep: Class 52 contains 51505 members 
Mstep: Class 53 contains 51311 members 
Mstep: Class 54 contains 17973 members 
Mstep: Class 55 contains 4386 members 
Mstep: Class 56 contains 32762 members 
Mstep: Class 57 contains 15764 members 
Mstep: Class 58 contains 28518 members 
Mstep: Class 60 contains 51437 members 
Mstep: Class 61 contains 4444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194742032.000000 Penalty: 140005.218750
Iteration 414Q: 61 clusters Score -1.94742e+08 nChanged 7648
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 3508 members 
Mstep: Class 3 contains 46435 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 33784 members 
Mstep: Class 6 contains 74269 members 
Mstep: Class 7 contains 8570 members 
Mstep: Class 8 contains 36318 members 
Mstep: Class 9 contains 31881 members 
Mstep: Class 10 contains 16198 members 
Mstep: Class 11 contains 8043 members 
Mstep: Class 12 contains 58214 members 
Mstep: Class 13 contains 4097 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 18564 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 149808 members 
Mstep: Class 20 contains 37425 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37392 members 
Mstep: Class 23 contains 9672 members 
Mstep: Class 24 contains 15231 members 
Mstep: Class 25 contains 80731 members 
Mstep: Class 26 contains 25552 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 810 members 
Mstep: Class 29 contains 2569 members 
Mstep: Class 30 contains 56832 members 
Mstep: Class 31 contains 336 members 
Mstep: Class 32 contains 354 members 
Mstep: Class 33 contains 48170 members 
Mstep: Class 34 contains 1326 members 
Mstep: Class 35 contains 462 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 87148 members 
Mstep: Class 38 contains 12817 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10696 members 
Mstep: Class 41 contains 92955 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 43 contains 216 members 
Mstep: Class 44 contains 60172 members 
Mstep: Class 45 contains 191956 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 46846 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 32388 members 
Mstep: Class 50 contains 102268 members 
Mstep: Class 51 contains 770 members 
Mstep: Class 52 contains 52083 members 
Mstep: Class 53 contains 51179 members 
Mstep: Class 54 contains 18224 members 
Mstep: Class 55 contains 4293 members 
Mstep: Class 56 contains 32698 members 
Mstep: Class 57 contains 16203 members 
Mstep: Class 58 contains 29114 members 
Mstep: Class 60 contains 51326 members 
Mstep: Class 61 contains 4447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740656.000000 Penalty: 140005.218750
Iteration 415Q: 61 clusters Score -1.947407e+08 nChanged 7226
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 3508 members 
Mstep: Class 3 contains 46605 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 33784 members 
Mstep: Class 6 contains 74271 members 
Mstep: Class 7 contains 8570 members 
Mstep: Class 8 contains 36319 members 
Mstep: Class 9 contains 31878 members 
Mstep: Class 10 contains 16197 members 
Mstep: Class 11 contains 8058 members 
Mstep: Class 12 contains 58125 members 
Mstep: Class 13 contains 4093 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 17976 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 150735 members 
Mstep: Class 20 contains 36682 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37437 members 
Mstep: Class 23 contains 9671 members 
Mstep: Class 24 contains 15238 members 
Mstep: Class 25 contains 80757 members 
Mstep: Class 26 contains 25544 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 810 members 
Mstep: Class 29 contains 2569 members 
Mstep: Class 30 contains 56354 members 
Mstep: Class 31 contains 336 members 
Mstep: Class 32 contains 354 members 
Mstep: Class 33 contains 48458 members 
Mstep: Class 34 contains 1327 members 
Mstep: Class 35 contains 462 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 87490 members 
Mstep: Class 38 contains 12821 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10698 members 
Mstep: Class 41 contains 93058 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 43 contains 216 members 
Mstep: Class 44 contains 59965 members 
Mstep: Class 45 contains 191957 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 46590 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 31751 members 
Mstep: Class 50 contains 101957 members 
Mstep: Class 51 contains 770 members 
Mstep: Class 52 contains 52466 members 
Mstep: Class 53 contains 51039 members 
Mstep: Class 54 contains 18461 members 
Mstep: Class 55 contains 4291 members 
Mstep: Class 56 contains 32656 members 
Mstep: Class 57 contains 16650 members 
Mstep: Class 58 contains 29819 members 
Mstep: Class 60 contains 51118 members 
Mstep: Class 61 contains 4452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739744.000000 Penalty: 140005.218750
Iteration 416Q: 61 clusters Score -1.947397e+08 nChanged 7160
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 3508 members 
Mstep: Class 3 contains 46906 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 33799 members 
Mstep: Class 6 contains 74271 members 
Mstep: Class 7 contains 8569 members 
Mstep: Class 8 contains 36312 members 
Mstep: Class 9 contains 31881 members 
Mstep: Class 10 contains 16198 members 
Mstep: Class 11 contains 8063 members 
Mstep: Class 12 contains 58028 members 
Mstep: Class 13 contains 4092 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 17547 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 151474 members 
Mstep: Class 20 contains 35869 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37481 members 
Mstep: Class 23 contains 9668 members 
Mstep: Class 24 contains 15245 members 
Mstep: Class 25 contains 80784 members 
Mstep: Class 26 contains 25534 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 810 members 
Mstep: Class 29 contains 2569 members 
Mstep: Class 30 contains 55870 members 
Mstep: Class 31 contains 336 members 
Mstep: Class 32 contains 354 members 
Mstep: Class 33 contains 48642 members 
Mstep: Class 34 contains 1328 members 
Mstep: Class 35 contains 462 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 87847 members 
Mstep: Class 38 contains 12821 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10699 members 
Mstep: Class 41 contains 92829 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 43 contains 216 members 
Mstep: Class 44 contains 59731 members 
Mstep: Class 45 contains 191956 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 46272 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 31207 members 
Mstep: Class 50 contains 101642 members 
Mstep: Class 51 contains 770 members 
Mstep: Class 52 contains 53247 members 
Mstep: Class 53 contains 50812 members 
Mstep: Class 54 contains 18708 members 
Mstep: Class 55 contains 4289 members 
Mstep: Class 56 contains 32656 members 
Mstep: Class 57 contains 17106 members 
Mstep: Class 58 contains 30507 members 
Mstep: Class 60 contains 50962 members 
Mstep: Class 61 contains 4458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738832.000000 Penalty: 140005.218750
Iteration 417Q: 61 clusters Score -1.947388e+08 nChanged 7233
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 3508 members 
Mstep: Class 3 contains 47194 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 33812 members 
Mstep: Class 6 contains 74269 members 
Mstep: Class 7 contains 8565 members 
Mstep: Class 8 contains 36308 members 
Mstep: Class 9 contains 31880 members 
Mstep: Class 10 contains 16199 members 
Mstep: Class 11 contains 8070 members 
Mstep: Class 12 contains 57946 members 
Mstep: Class 13 contains 4092 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 17219 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 152299 members 
Mstep: Class 20 contains 35384 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37517 members 
Mstep: Class 23 contains 9675 members 
Mstep: Class 24 contains 15246 members 
Mstep: Class 25 contains 80829 members 
Mstep: Class 26 contains 25527 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 810 members 
Mstep: Class 29 contains 2569 members 
Mstep: Class 30 contains 55223 members 
Mstep: Class 31 contains 336 members 
Mstep: Class 32 contains 354 members 
Mstep: Class 33 contains 48777 members 
Mstep: Class 34 contains 1330 members 
Mstep: Class 35 contains 462 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 88184 members 
Mstep: Class 38 contains 12822 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10702 members 
Mstep: Class 41 contains 92500 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 43 contains 216 members 
Mstep: Class 44 contains 59503 members 
Mstep: Class 45 contains 191954 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 45929 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 30438 members 
Mstep: Class 50 contains 101373 members 
Mstep: Class 51 contains 770 members 
Mstep: Class 52 contains 53850 members 
Mstep: Class 53 contains 50732 members 
Mstep: Class 54 contains 18974 members 
Mstep: Class 55 contains 4220 members 
Mstep: Class 56 contains 32656 members 
Mstep: Class 57 contains 17435 members 
Mstep: Class 58 contains 31140 members 
Mstep: Class 60 contains 51062 members 
Mstep: Class 61 contains 4466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738512.000000 Penalty: 140005.218750
Iteration 418Q: 61 clusters Score -1.947385e+08 nChanged 7127
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 3508 members 
Mstep: Class 3 contains 47372 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 33812 members 
Mstep: Class 6 contains 74266 members 
Mstep: Class 7 contains 8568 members 
Mstep: Class 8 contains 36315 members 
Mstep: Class 9 contains 31879 members 
Mstep: Class 10 contains 16197 members 
Mstep: Class 11 contains 8073 members 
Mstep: Class 12 contains 57877 members 
Mstep: Class 13 contains 4092 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 16995 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 152643 members 
Mstep: Class 20 contains 35055 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37546 members 
Mstep: Class 23 contains 9681 members 
Mstep: Class 24 contains 15250 members 
Mstep: Class 25 contains 80850 members 
Mstep: Class 26 contains 25520 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 810 members 
Mstep: Class 29 contains 2569 members 
Mstep: Class 30 contains 54867 members 
Mstep: Class 31 contains 336 members 
Mstep: Class 32 contains 354 members 
Mstep: Class 33 contains 48961 members 
Mstep: Class 34 contains 1331 members 
Mstep: Class 35 contains 462 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 88432 members 
Mstep: Class 38 contains 12823 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10707 members 
Mstep: Class 41 contains 92143 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 43 contains 216 members 
Mstep: Class 44 contains 59258 members 
Mstep: Class 45 contains 191950 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 45640 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 29767 members 
Mstep: Class 50 contains 101158 members 
Mstep: Class 51 contains 770 members 
Mstep: Class 52 contains 54551 members 
Mstep: Class 53 contains 50549 members 
Mstep: Class 54 contains 19261 members 
Mstep: Class 55 contains 4181 members 
Mstep: Class 56 contains 32636 members 
Mstep: Class 57 contains 17906 members 
Mstep: Class 58 contains 31852 members 
Mstep: Class 60 contains 50843 members 
Mstep: Class 61 contains 4475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738624.000000 Penalty: 140005.218750
Iteration 419Q: 61 clusters Score -1.947386e+08 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 3508 members 
Mstep: Class 3 contains 47417 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 33818 members 
Mstep: Class 6 contains 74274 members 
Mstep: Class 7 contains 8565 members 
Mstep: Class 8 contains 36317 members 
Mstep: Class 9 contains 31877 members 
Mstep: Class 10 contains 16194 members 
Mstep: Class 11 contains 8074 members 
Mstep: Class 12 contains 57811 members 
Mstep: Class 13 contains 4090 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 16766 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 152987 members 
Mstep: Class 20 contains 35049 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37547 members 
Mstep: Class 23 contains 9680 members 
Mstep: Class 24 contains 15262 members 
Mstep: Class 25 contains 80877 members 
Mstep: Class 26 contains 25506 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 810 members 
Mstep: Class 29 contains 2569 members 
Mstep: Class 30 contains 54424 members 
Mstep: Class 31 contains 336 members 
Mstep: Class 32 contains 354 members 
Mstep: Class 33 contains 49120 members 
Mstep: Class 34 contains 1333 members 
Mstep: Class 35 contains 462 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 88666 members 
Mstep: Class 38 contains 12823 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10710 members 
Mstep: Class 41 contains 91282 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 43 contains 216 members 
Mstep: Class 44 contains 58996 members 
Mstep: Class 45 contains 191954 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 45517 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 29212 members 
Mstep: Class 50 contains 100971 members 
Mstep: Class 51 contains 770 members 
Mstep: Class 52 contains 55351 members 
Mstep: Class 53 contains 50374 members 
Mstep: Class 54 contains 19566 members 
Mstep: Class 55 contains 4171 members 
Mstep: Class 56 contains 32624 members 
Mstep: Class 57 contains 18313 members 
Mstep: Class 58 contains 32471 members 
Mstep: Class 60 contains 50791 members 
Mstep: Class 61 contains 4484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738336.000000 Penalty: 140005.218750
Iteration 420F: 61 clusters Score -1.947383e+08 nChanged 7109
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 3508 members 
Mstep: Class 3 contains 47369 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 33823 members 
Mstep: Class 6 contains 74279 members 
Mstep: Class 7 contains 8564 members 
Mstep: Class 8 contains 36326 members 
Mstep: Class 9 contains 31878 members 
Mstep: Class 10 contains 16192 members 
Mstep: Class 11 contains 8068 members 
Mstep: Class 12 contains 57744 members 
Mstep: Class 13 contains 4089 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 16300 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 153299 members 
Mstep: Class 20 contains 34895 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37551 members 
Mstep: Class 23 contains 9684 members 
Mstep: Class 24 contains 15270 members 
Mstep: Class 25 contains 80858 members 
Mstep: Class 26 contains 25496 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 810 members 
Mstep: Class 29 contains 2569 members 
Mstep: Class 30 contains 54047 members 
Mstep: Class 31 contains 336 members 
Mstep: Class 32 contains 354 members 
Mstep: Class 33 contains 49337 members 
Mstep: Class 34 contains 1333 members 
Mstep: Class 35 contains 462 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 88872 members 
Mstep: Class 38 contains 12823 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10715 members 
Mstep: Class 41 contains 90565 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 43 contains 216 members 
Mstep: Class 44 contains 58694 members 
Mstep: Class 45 contains 191959 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 45565 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 28612 members 
Mstep: Class 50 contains 100752 members 
Mstep: Class 51 contains 770 members 
Mstep: Class 52 contains 56253 members 
Mstep: Class 53 contains 50311 members 
Mstep: Class 54 contains 19896 members 
Mstep: Class 55 contains 4185 members 
Mstep: Class 56 contains 32606 members 
Mstep: Class 57 contains 18614 members 
Mstep: Class 58 contains 33277 members 
Mstep: Class 60 contains 50650 members 
Mstep: Class 61 contains 4488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738272.000000 Penalty: 140005.218750
Iteration 421Q: 61 clusters Score -1.947383e+08 nChanged 7206
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 3508 members 
Mstep: Class 3 contains 47388 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 33816 members 
Mstep: Class 6 contains 74283 members 
Mstep: Class 7 contains 8563 members 
Mstep: Class 8 contains 36325 members 
Mstep: Class 9 contains 31875 members 
Mstep: Class 10 contains 16192 members 
Mstep: Class 11 contains 8066 members 
Mstep: Class 12 contains 57675 members 
Mstep: Class 13 contains 4085 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 16055 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 153447 members 
Mstep: Class 20 contains 34961 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37545 members 
Mstep: Class 23 contains 9690 members 
Mstep: Class 24 contains 15283 members 
Mstep: Class 25 contains 80885 members 
Mstep: Class 26 contains 25488 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 810 members 
Mstep: Class 29 contains 2569 members 
Mstep: Class 30 contains 53739 members 
Mstep: Class 31 contains 336 members 
Mstep: Class 32 contains 354 members 
Mstep: Class 33 contains 49527 members 
Mstep: Class 34 contains 1333 members 
Mstep: Class 35 contains 462 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 89131 members 
Mstep: Class 38 contains 12823 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10721 members 
Mstep: Class 41 contains 89947 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 43 contains 216 members 
Mstep: Class 44 contains 58403 members 
Mstep: Class 45 contains 191954 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 45432 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 27979 members 
Mstep: Class 50 contains 100572 members 
Mstep: Class 51 contains 770 members 
Mstep: Class 52 contains 57305 members 
Mstep: Class 53 contains 50177 members 
Mstep: Class 54 contains 20239 members 
Mstep: Class 55 contains 4145 members 
Mstep: Class 56 contains 32550 members 
Mstep: Class 57 contains 19001 members 
Mstep: Class 58 contains 33962 members 
Mstep: Class 60 contains 50163 members 
Mstep: Class 61 contains 4486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738416.000000 Penalty: 140005.218750
Iteration 422Q: 61 clusters Score -1.947384e+08 nChanged 7913
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 47304 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 33822 members 
Mstep: Class 6 contains 74285 members 
Mstep: Class 7 contains 8565 members 
Mstep: Class 8 contains 36333 members 
Mstep: Class 9 contains 31874 members 
Mstep: Class 10 contains 16189 members 
Mstep: Class 11 contains 8059 members 
Mstep: Class 12 contains 57579 members 
Mstep: Class 13 contains 4085 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 15813 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 153437 members 
Mstep: Class 20 contains 34907 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37561 members 
Mstep: Class 23 contains 9688 members 
Mstep: Class 24 contains 15305 members 
Mstep: Class 25 contains 80875 members 
Mstep: Class 26 contains 25483 members 
Mstep: Class 27 contains 897 members 
Mstep: Class 28 contains 810 members 
Mstep: Class 29 contains 2569 members 
Mstep: Class 30 contains 53405 members 
Mstep: Class 31 contains 336 members 
Mstep: Class 32 contains 354 members 
Mstep: Class 33 contains 49760 members 
Mstep: Class 34 contains 1333 members 
Mstep: Class 35 contains 462 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 89370 members 
Mstep: Class 38 contains 12823 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10729 members 
Mstep: Class 41 contains 89350 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 43 contains 216 members 
Mstep: Class 44 contains 58133 members 
Mstep: Class 45 contains 191942 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 45456 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 27545 members 
Mstep: Class 50 contains 100397 members 
Mstep: Class 51 contains 770 members 
Mstep: Class 52 contains 58729 members 
Mstep: Class 53 contains 50227 members 
Mstep: Class 54 contains 20580 members 
Mstep: Class 55 contains 4050 members 
Mstep: Class 56 contains 32461 members 
Mstep: Class 57 contains 19169 members 
Mstep: Class 58 contains 34792 members 
Mstep: Class 60 contains 49276 members 
Mstep: Class 61 contains 4489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738400.000000 Penalty: 140005.218750
Iteration 423Q: 61 clusters Score -1.947384e+08 nChanged 8201
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 47102 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 33826 members 
Mstep: Class 6 contains 74290 members 
Mstep: Class 7 contains 8565 members 
Mstep: Class 8 contains 36333 members 
Mstep: Class 9 contains 31874 members 
Mstep: Class 10 contains 16187 members 
Mstep: Class 11 contains 8060 members 
Mstep: Class 12 contains 57464 members 
Mstep: Class 13 contains 4083 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 1913 members 
Mstep: Class 16 contains 15628 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 153204 members 
Mstep: Class 20 contains 34899 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37573 members 
Mstep: Class 23 contains 9683 members 
Mstep: Class 24 contains 15326 members 
Mstep: Class 25 contains 80855 members 
Mstep: Class 26 contains 25482 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 810 members 
Mstep: Class 29 contains 2570 members 
Mstep: Class 30 contains 53436 members 
Mstep: Class 31 contains 336 members 
Mstep: Class 32 contains 354 members 
Mstep: Class 33 contains 50090 members 
Mstep: Class 34 contains 1332 members 
Mstep: Class 35 contains 462 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 89596 members 
Mstep: Class 38 contains 12823 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10734 members 
Mstep: Class 41 contains 88070 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 43 contains 216 members 
Mstep: Class 44 contains 57883 members 
Mstep: Class 45 contains 191942 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 45416 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 26884 members 
Mstep: Class 50 contains 100197 members 
Mstep: Class 51 contains 770 members 
Mstep: Class 52 contains 60561 members 
Mstep: Class 53 contains 50056 members 
Mstep: Class 54 contains 20894 members 
Mstep: Class 55 contains 4055 members 
Mstep: Class 56 contains 32432 members 
Mstep: Class 57 contains 19690 members 
Mstep: Class 58 contains 35518 members 
Mstep: Class 60 contains 48616 members 
Mstep: Class 61 contains 4489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739088.000000 Penalty: 140005.218750
Iteration 424Q: 61 clusters Score -1.947391e+08 nChanged 9176
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 47094 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 33832 members 
Mstep: Class 6 contains 74290 members 
Mstep: Class 7 contains 8563 members 
Mstep: Class 8 contains 36334 members 
Mstep: Class 9 contains 31875 members 
Mstep: Class 10 contains 16185 members 
Mstep: Class 11 contains 8055 members 
Mstep: Class 12 contains 57349 members 
Mstep: Class 13 contains 4081 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 1913 members 
Mstep: Class 16 contains 15534 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 152885 members 
Mstep: Class 20 contains 35107 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37609 members 
Mstep: Class 23 contains 9685 members 
Mstep: Class 24 contains 15347 members 
Mstep: Class 25 contains 80789 members 
Mstep: Class 26 contains 25476 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 810 members 
Mstep: Class 29 contains 2570 members 
Mstep: Class 30 contains 53617 members 
Mstep: Class 31 contains 336 members 
Mstep: Class 32 contains 354 members 
Mstep: Class 33 contains 50381 members 
Mstep: Class 34 contains 1333 members 
Mstep: Class 35 contains 462 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 89787 members 
Mstep: Class 38 contains 12821 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10738 members 
Mstep: Class 41 contains 86583 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 43 contains 216 members 
Mstep: Class 44 contains 57638 members 
Mstep: Class 45 contains 191939 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 45165 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 26381 members 
Mstep: Class 50 contains 100054 members 
Mstep: Class 51 contains 771 members 
Mstep: Class 52 contains 62973 members 
Mstep: Class 53 contains 50027 members 
Mstep: Class 54 contains 21200 members 
Mstep: Class 55 contains 4021 members 
Mstep: Class 56 contains 32404 members 
Mstep: Class 57 contains 20061 members 
Mstep: Class 58 contains 36097 members 
Mstep: Class 60 contains 47334 members 
Mstep: Class 61 contains 4487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739648.000000 Penalty: 140005.218750
Iteration 425Q: 61 clusters Score -1.947396e+08 nChanged 9811
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 47077 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 33812 members 
Mstep: Class 6 contains 74292 members 
Mstep: Class 7 contains 8560 members 
Mstep: Class 8 contains 36332 members 
Mstep: Class 9 contains 31868 members 
Mstep: Class 10 contains 16184 members 
Mstep: Class 11 contains 8059 members 
Mstep: Class 12 contains 57258 members 
Mstep: Class 13 contains 4082 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 1913 members 
Mstep: Class 16 contains 15448 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 152643 members 
Mstep: Class 20 contains 35325 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37616 members 
Mstep: Class 23 contains 9690 members 
Mstep: Class 24 contains 15367 members 
Mstep: Class 25 contains 80747 members 
Mstep: Class 26 contains 25470 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 810 members 
Mstep: Class 29 contains 2570 members 
Mstep: Class 30 contains 53679 members 
Mstep: Class 31 contains 336 members 
Mstep: Class 32 contains 354 members 
Mstep: Class 33 contains 50557 members 
Mstep: Class 34 contains 1331 members 
Mstep: Class 35 contains 462 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 90024 members 
Mstep: Class 38 contains 12821 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10740 members 
Mstep: Class 41 contains 84491 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 43 contains 216 members 
Mstep: Class 44 contains 57411 members 
Mstep: Class 45 contains 191935 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 44920 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 26028 members 
Mstep: Class 50 contains 99897 members 
Mstep: Class 51 contains 771 members 
Mstep: Class 52 contains 65868 members 
Mstep: Class 53 contains 50022 members 
Mstep: Class 54 contains 21496 members 
Mstep: Class 55 contains 3925 members 
Mstep: Class 56 contains 32452 members 
Mstep: Class 57 contains 20424 members 
Mstep: Class 58 contains 36768 members 
Mstep: Class 60 contains 46009 members 
Mstep: Class 61 contains 4490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739136.000000 Penalty: 140005.218750
Iteration 426Q: 61 clusters Score -1.947391e+08 nChanged 12263
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 46989 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 33800 members 
Mstep: Class 6 contains 74287 members 
Mstep: Class 7 contains 8563 members 
Mstep: Class 8 contains 36334 members 
Mstep: Class 9 contains 31865 members 
Mstep: Class 10 contains 16185 members 
Mstep: Class 11 contains 8049 members 
Mstep: Class 12 contains 57150 members 
Mstep: Class 13 contains 4081 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 1913 members 
Mstep: Class 16 contains 15346 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 152306 members 
Mstep: Class 20 contains 35506 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37616 members 
Mstep: Class 23 contains 9691 members 
Mstep: Class 24 contains 15394 members 
Mstep: Class 25 contains 80671 members 
Mstep: Class 26 contains 25464 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 810 members 
Mstep: Class 29 contains 2570 members 
Mstep: Class 30 contains 53912 members 
Mstep: Class 31 contains 336 members 
Mstep: Class 32 contains 354 members 
Mstep: Class 33 contains 50842 members 
Mstep: Class 34 contains 1329 members 
Mstep: Class 35 contains 462 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 90295 members 
Mstep: Class 38 contains 12821 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10744 members 
Mstep: Class 41 contains 82387 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 43 contains 216 members 
Mstep: Class 44 contains 57164 members 
Mstep: Class 45 contains 191930 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 44703 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 25666 members 
Mstep: Class 50 contains 99632 members 
Mstep: Class 51 contains 771 members 
Mstep: Class 52 contains 69626 members 
Mstep: Class 53 contains 49954 members 
Mstep: Class 54 contains 21772 members 
Mstep: Class 55 contains 3998 members 
Mstep: Class 56 contains 32512 members 
Mstep: Class 57 contains 20817 members 
Mstep: Class 58 contains 37481 members 
Mstep: Class 60 contains 43735 members 
Mstep: Class 61 contains 4495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738848.000000 Penalty: 140005.218750
Iteration 427Q: 61 clusters Score -1.947388e+08 nChanged 14353
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 46813 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 33825 members 
Mstep: Class 6 contains 74286 members 
Mstep: Class 7 contains 8567 members 
Mstep: Class 8 contains 36337 members 
Mstep: Class 9 contains 31864 members 
Mstep: Class 10 contains 16183 members 
Mstep: Class 11 contains 8065 members 
Mstep: Class 12 contains 57046 members 
Mstep: Class 13 contains 4078 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 15225 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 152028 members 
Mstep: Class 20 contains 35932 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37638 members 
Mstep: Class 23 contains 9693 members 
Mstep: Class 24 contains 15412 members 
Mstep: Class 25 contains 80559 members 
Mstep: Class 26 contains 25457 members 
Mstep: Class 27 contains 898 members 
Mstep: Class 28 contains 810 members 
Mstep: Class 29 contains 2570 members 
Mstep: Class 30 contains 54058 members 
Mstep: Class 31 contains 336 members 
Mstep: Class 32 contains 354 members 
Mstep: Class 33 contains 51199 members 
Mstep: Class 34 contains 1329 members 
Mstep: Class 35 contains 462 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 90521 members 
Mstep: Class 38 contains 12819 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10748 members 
Mstep: Class 41 contains 79720 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 43 contains 216 members 
Mstep: Class 44 contains 56948 members 
Mstep: Class 45 contains 191930 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 44567 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 25570 members 
Mstep: Class 50 contains 99438 members 
Mstep: Class 51 contains 771 members 
Mstep: Class 52 contains 74293 members 
Mstep: Class 53 contains 49728 members 
Mstep: Class 54 contains 22033 members 
Mstep: Class 55 contains 4010 members 
Mstep: Class 56 contains 32518 members 
Mstep: Class 57 contains 21296 members 
Mstep: Class 58 contains 38184 members 
Mstep: Class 60 contains 40678 members 
Mstep: Class 61 contains 4498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739440.000000 Penalty: 140005.218750
Iteration 428Q: 61 clusters Score -1.947394e+08 nChanged 14826
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 46735 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 33840 members 
Mstep: Class 6 contains 74288 members 
Mstep: Class 7 contains 8566 members 
Mstep: Class 8 contains 36337 members 
Mstep: Class 9 contains 31860 members 
Mstep: Class 10 contains 16183 members 
Mstep: Class 11 contains 8075 members 
Mstep: Class 12 contains 56920 members 
Mstep: Class 13 contains 4075 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 14992 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 151674 members 
Mstep: Class 20 contains 36656 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37647 members 
Mstep: Class 23 contains 9688 members 
Mstep: Class 24 contains 15442 members 
Mstep: Class 25 contains 80478 members 
Mstep: Class 26 contains 25446 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 810 members 
Mstep: Class 29 contains 2570 members 
Mstep: Class 30 contains 54013 members 
Mstep: Class 31 contains 336 members 
Mstep: Class 32 contains 354 members 
Mstep: Class 33 contains 51541 members 
Mstep: Class 34 contains 1329 members 
Mstep: Class 35 contains 462 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 90695 members 
Mstep: Class 38 contains 12818 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10751 members 
Mstep: Class 41 contains 76065 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 43 contains 216 members 
Mstep: Class 44 contains 56749 members 
Mstep: Class 45 contains 191930 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 44446 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 25537 members 
Mstep: Class 50 contains 99281 members 
Mstep: Class 51 contains 771 members 
Mstep: Class 52 contains 79354 members 
Mstep: Class 53 contains 49678 members 
Mstep: Class 54 contains 22282 members 
Mstep: Class 55 contains 4060 members 
Mstep: Class 56 contains 32488 members 
Mstep: Class 57 contains 21684 members 
Mstep: Class 58 contains 39083 members 
Mstep: Class 60 contains 37888 members 
Mstep: Class 61 contains 4502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738608.000000 Penalty: 140005.218750
Iteration 429Q: 61 clusters Score -1.947386e+08 nChanged 14116
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 46533 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 33843 members 
Mstep: Class 6 contains 74294 members 
Mstep: Class 7 contains 8570 members 
Mstep: Class 8 contains 36346 members 
Mstep: Class 9 contains 31855 members 
Mstep: Class 10 contains 16180 members 
Mstep: Class 11 contains 8090 members 
Mstep: Class 12 contains 56789 members 
Mstep: Class 13 contains 4073 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 14935 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 151513 members 
Mstep: Class 20 contains 37314 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37663 members 
Mstep: Class 23 contains 9690 members 
Mstep: Class 24 contains 15481 members 
Mstep: Class 25 contains 80407 members 
Mstep: Class 26 contains 25439 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 810 members 
Mstep: Class 29 contains 2571 members 
Mstep: Class 30 contains 53945 members 
Mstep: Class 31 contains 336 members 
Mstep: Class 32 contains 354 members 
Mstep: Class 33 contains 51939 members 
Mstep: Class 34 contains 1328 members 
Mstep: Class 35 contains 462 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 90802 members 
Mstep: Class 38 contains 12818 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10750 members 
Mstep: Class 41 contains 72545 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 43 contains 216 members 
Mstep: Class 44 contains 56573 members 
Mstep: Class 45 contains 191931 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 44277 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 25740 members 
Mstep: Class 50 contains 99231 members 
Mstep: Class 51 contains 771 members 
Mstep: Class 52 contains 83951 members 
Mstep: Class 53 contains 49762 members 
Mstep: Class 54 contains 22543 members 
Mstep: Class 55 contains 4009 members 
Mstep: Class 56 contains 32444 members 
Mstep: Class 57 contains 21913 members 
Mstep: Class 58 contains 39805 members 
Mstep: Class 60 contains 35228 members 
Mstep: Class 61 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738960.000000 Penalty: 140005.218750
Iteration 430Q: 61 clusters Score -1.94739e+08 nChanged 10687
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 46433 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 33849 members 
Mstep: Class 6 contains 74296 members 
Mstep: Class 7 contains 8570 members 
Mstep: Class 8 contains 36351 members 
Mstep: Class 9 contains 31851 members 
Mstep: Class 10 contains 16177 members 
Mstep: Class 11 contains 8101 members 
Mstep: Class 12 contains 56668 members 
Mstep: Class 13 contains 4077 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 14974 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 151482 members 
Mstep: Class 20 contains 37523 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37660 members 
Mstep: Class 23 contains 9690 members 
Mstep: Class 24 contains 15518 members 
Mstep: Class 25 contains 80371 members 
Mstep: Class 26 contains 25427 members 
Mstep: Class 27 contains 900 members 
Mstep: Class 28 contains 810 members 
Mstep: Class 29 contains 2571 members 
Mstep: Class 30 contains 53896 members 
Mstep: Class 31 contains 336 members 
Mstep: Class 32 contains 354 members 
Mstep: Class 33 contains 52299 members 
Mstep: Class 34 contains 1328 members 
Mstep: Class 35 contains 462 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 90851 members 
Mstep: Class 38 contains 12816 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10752 members 
Mstep: Class 41 contains 71430 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 43 contains 216 members 
Mstep: Class 44 contains 56406 members 
Mstep: Class 45 contains 191935 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 43965 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 25884 members 
Mstep: Class 50 contains 99230 members 
Mstep: Class 51 contains 771 members 
Mstep: Class 52 contains 86007 members 
Mstep: Class 53 contains 49813 members 
Mstep: Class 54 contains 22806 members 
Mstep: Class 55 contains 3958 members 
Mstep: Class 56 contains 32401 members 
Mstep: Class 57 contains 22201 members 
Mstep: Class 58 contains 40537 members 
Mstep: Class 60 contains 32977 members 
Mstep: Class 61 contains 4513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739792.000000 Penalty: 140005.218750
Iteration 431Q: 61 clusters Score -1.947398e+08 nChanged 8537
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 46138 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 33845 members 
Mstep: Class 6 contains 74303 members 
Mstep: Class 7 contains 8572 members 
Mstep: Class 8 contains 36359 members 
Mstep: Class 9 contains 31848 members 
Mstep: Class 10 contains 16176 members 
Mstep: Class 11 contains 8112 members 
Mstep: Class 12 contains 56574 members 
Mstep: Class 13 contains 4081 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 1911 members 
Mstep: Class 16 contains 14711 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 151261 members 
Mstep: Class 20 contains 37227 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37651 members 
Mstep: Class 23 contains 9690 members 
Mstep: Class 24 contains 15554 members 
Mstep: Class 25 contains 80386 members 
Mstep: Class 26 contains 25416 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 810 members 
Mstep: Class 29 contains 2572 members 
Mstep: Class 30 contains 54025 members 
Mstep: Class 31 contains 336 members 
Mstep: Class 32 contains 354 members 
Mstep: Class 33 contains 52767 members 
Mstep: Class 34 contains 1330 members 
Mstep: Class 35 contains 462 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 90890 members 
Mstep: Class 38 contains 12815 members 
Mstep: Class 39 contains 609 members 
Mstep: Class 40 contains 10751 members 
Mstep: Class 41 contains 71669 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 43 contains 216 members 
Mstep: Class 44 contains 56212 members 
Mstep: Class 45 contains 191933 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 43925 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 26245 members 
Mstep: Class 50 contains 99241 members 
Mstep: Class 51 contains 771 members 
Mstep: Class 52 contains 86876 members 
Mstep: Class 53 contains 49731 members 
Mstep: Class 54 contains 23070 members 
Mstep: Class 55 contains 3917 members 
Mstep: Class 56 contains 32391 members 
Mstep: Class 57 contains 22532 members 
Mstep: Class 58 contains 41407 members 
Mstep: Class 60 contains 30850 members 
Mstep: Class 61 contains 4518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739440.000000 Penalty: 140005.218750
Iteration 432Q: 61 clusters Score -1.947394e+08 nChanged 7443
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 45957 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 33838 members 
Mstep: Class 6 contains 74309 members 
Mstep: Class 7 contains 8576 members 
Mstep: Class 8 contains 36352 members 
Mstep: Class 9 contains 31851 members 
Mstep: Class 10 contains 16179 members 
Mstep: Class 11 contains 8125 members 
Mstep: Class 12 contains 56489 members 
Mstep: Class 13 contains 4080 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 14573 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 150833 members 
Mstep: Class 20 contains 36812 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37644 members 
Mstep: Class 23 contains 9690 members 
Mstep: Class 24 contains 15577 members 
Mstep: Class 25 contains 80392 members 
Mstep: Class 26 contains 25400 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 810 members 
Mstep: Class 29 contains 2571 members 
Mstep: Class 30 contains 54143 members 
Mstep: Class 31 contains 336 members 
Mstep: Class 32 contains 354 members 
Mstep: Class 33 contains 53134 members 
Mstep: Class 34 contains 1330 members 
Mstep: Class 35 contains 462 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 90937 members 
Mstep: Class 38 contains 12817 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10757 members 
Mstep: Class 41 contains 72427 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 43 contains 216 members 
Mstep: Class 44 contains 56015 members 
Mstep: Class 45 contains 191931 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 43791 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 26482 members 
Mstep: Class 50 contains 99198 members 
Mstep: Class 51 contains 771 members 
Mstep: Class 52 contains 87303 members 
Mstep: Class 53 contains 49678 members 
Mstep: Class 54 contains 23333 members 
Mstep: Class 55 contains 3870 members 
Mstep: Class 56 contains 32409 members 
Mstep: Class 57 contains 23005 members 
Mstep: Class 58 contains 42363 members 
Mstep: Class 60 contains 28865 members 
Mstep: Class 61 contains 4526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739440.000000 Penalty: 140005.218750
Iteration 433Q: 61 clusters Score -1.947394e+08 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 45716 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 33839 members 
Mstep: Class 6 contains 74312 members 
Mstep: Class 7 contains 8575 members 
Mstep: Class 8 contains 36351 members 
Mstep: Class 9 contains 31851 members 
Mstep: Class 10 contains 16181 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 56423 members 
Mstep: Class 13 contains 4081 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 14405 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 150470 members 
Mstep: Class 20 contains 36313 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37643 members 
Mstep: Class 23 contains 9697 members 
Mstep: Class 24 contains 15603 members 
Mstep: Class 25 contains 80403 members 
Mstep: Class 26 contains 25393 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 810 members 
Mstep: Class 29 contains 2569 members 
Mstep: Class 30 contains 54189 members 
Mstep: Class 31 contains 336 members 
Mstep: Class 32 contains 354 members 
Mstep: Class 33 contains 53566 members 
Mstep: Class 34 contains 1331 members 
Mstep: Class 35 contains 462 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 90972 members 
Mstep: Class 38 contains 12822 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10759 members 
Mstep: Class 41 contains 73569 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 43 contains 216 members 
Mstep: Class 44 contains 55788 members 
Mstep: Class 45 contains 191927 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 43749 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 26640 members 
Mstep: Class 50 contains 99160 members 
Mstep: Class 51 contains 771 members 
Mstep: Class 52 contains 87536 members 
Mstep: Class 53 contains 49680 members 
Mstep: Class 54 contains 23589 members 
Mstep: Class 55 contains 3880 members 
Mstep: Class 56 contains 32404 members 
Mstep: Class 57 contains 23348 members 
Mstep: Class 58 contains 43256 members 
Mstep: Class 60 contains 26894 members 
Mstep: Class 61 contains 4534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739168.000000 Penalty: 140005.218750
Iteration 434Q: 61 clusters Score -1.947392e+08 nChanged 7333
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 45357 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 33840 members 
Mstep: Class 6 contains 74318 members 
Mstep: Class 7 contains 8570 members 
Mstep: Class 8 contains 36348 members 
Mstep: Class 9 contains 31852 members 
Mstep: Class 10 contains 16180 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 56366 members 
Mstep: Class 13 contains 4081 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 1909 members 
Mstep: Class 16 contains 14369 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 149869 members 
Mstep: Class 20 contains 35687 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37645 members 
Mstep: Class 23 contains 9703 members 
Mstep: Class 24 contains 15629 members 
Mstep: Class 25 contains 80406 members 
Mstep: Class 26 contains 25383 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 810 members 
Mstep: Class 29 contains 2567 members 
Mstep: Class 30 contains 54335 members 
Mstep: Class 31 contains 336 members 
Mstep: Class 32 contains 354 members 
Mstep: Class 33 contains 53982 members 
Mstep: Class 34 contains 1331 members 
Mstep: Class 35 contains 462 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 91004 members 
Mstep: Class 38 contains 12822 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10765 members 
Mstep: Class 41 contains 75013 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 43 contains 216 members 
Mstep: Class 44 contains 55582 members 
Mstep: Class 45 contains 191928 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 43665 members 
Mstep: Class 48 contains 305 members 
Mstep: Class 49 contains 26805 members 
Mstep: Class 50 contains 99116 members 
Mstep: Class 51 contains 771 members 
Mstep: Class 52 contains 87672 members 
Mstep: Class 53 contains 49671 members 
Mstep: Class 54 contains 23830 members 
Mstep: Class 55 contains 3876 members 
Mstep: Class 56 contains 32472 members 
Mstep: Class 57 contains 23776 members 
Mstep: Class 58 contains 44336 members 
Mstep: Class 60 contains 24720 members 
Mstep: Class 61 contains 4541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738992.000000 Penalty: 140005.218750
Iteration 435Q: 61 clusters Score -1.94739e+08 nChanged 7592
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 44962 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 33832 members 
Mstep: Class 6 contains 74318 members 
Mstep: Class 7 contains 8573 members 
Mstep: Class 8 contains 36342 members 
Mstep: Class 9 contains 31856 members 
Mstep: Class 10 contains 16180 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 56315 members 
Mstep: Class 13 contains 4082 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 14812 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 149172 members 
Mstep: Class 20 contains 35049 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37629 members 
Mstep: Class 23 contains 9704 members 
Mstep: Class 24 contains 15651 members 
Mstep: Class 25 contains 80398 members 
Mstep: Class 26 contains 25376 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 810 members 
Mstep: Class 29 contains 2566 members 
Mstep: Class 30 contains 54376 members 
Mstep: Class 31 contains 336 members 
Mstep: Class 32 contains 354 members 
Mstep: Class 33 contains 54351 members 
Mstep: Class 34 contains 1330 members 
Mstep: Class 35 contains 462 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 91013 members 
Mstep: Class 38 contains 12822 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10769 members 
Mstep: Class 41 contains 76412 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 43 contains 216 members 
Mstep: Class 44 contains 55410 members 
Mstep: Class 45 contains 191926 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 43487 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 26859 members 
Mstep: Class 50 contains 99151 members 
Mstep: Class 51 contains 771 members 
Mstep: Class 52 contains 87801 members 
Mstep: Class 53 contains 49663 members 
Mstep: Class 54 contains 24050 members 
Mstep: Class 55 contains 3801 members 
Mstep: Class 56 contains 32561 members 
Mstep: Class 57 contains 24328 members 
Mstep: Class 58 contains 45223 members 
Mstep: Class 60 contains 22690 members 
Mstep: Class 61 contains 4550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739328.000000 Penalty: 140005.218750
Iteration 436Q: 61 clusters Score -1.947393e+08 nChanged 8199
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 44625 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 33832 members 
Mstep: Class 6 contains 74329 members 
Mstep: Class 7 contains 8571 members 
Mstep: Class 8 contains 36337 members 
Mstep: Class 9 contains 31860 members 
Mstep: Class 10 contains 16181 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 56227 members 
Mstep: Class 13 contains 4082 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 15080 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 148301 members 
Mstep: Class 20 contains 34296 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37620 members 
Mstep: Class 23 contains 9704 members 
Mstep: Class 24 contains 15672 members 
Mstep: Class 25 contains 80363 members 
Mstep: Class 26 contains 25369 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 810 members 
Mstep: Class 29 contains 2565 members 
Mstep: Class 30 contains 54387 members 
Mstep: Class 31 contains 336 members 
Mstep: Class 32 contains 354 members 
Mstep: Class 33 contains 54601 members 
Mstep: Class 34 contains 1331 members 
Mstep: Class 35 contains 462 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 91019 members 
Mstep: Class 38 contains 12823 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10773 members 
Mstep: Class 41 contains 78289 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 43 contains 216 members 
Mstep: Class 44 contains 55186 members 
Mstep: Class 45 contains 191920 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 43469 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 26726 members 
Mstep: Class 50 contains 99150 members 
Mstep: Class 51 contains 771 members 
Mstep: Class 52 contains 87834 members 
Mstep: Class 53 contains 49912 members 
Mstep: Class 54 contains 24287 members 
Mstep: Class 55 contains 3729 members 
Mstep: Class 56 contains 32701 members 
Mstep: Class 57 contains 24649 members 
Mstep: Class 58 contains 46521 members 
Mstep: Class 60 contains 20485 members 
Mstep: Class 61 contains 4560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739184.000000 Penalty: 140005.218750
Iteration 437Q: 61 clusters Score -1.947392e+08 nChanged 8490
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 44242 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 33841 members 
Mstep: Class 6 contains 74337 members 
Mstep: Class 7 contains 8574 members 
Mstep: Class 8 contains 36327 members 
Mstep: Class 9 contains 31863 members 
Mstep: Class 10 contains 16179 members 
Mstep: Class 11 contains 8136 members 
Mstep: Class 12 contains 56142 members 
Mstep: Class 13 contains 4082 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 15202 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 146915 members 
Mstep: Class 20 contains 33616 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37630 members 
Mstep: Class 23 contains 9698 members 
Mstep: Class 24 contains 15692 members 
Mstep: Class 25 contains 80343 members 
Mstep: Class 26 contains 25365 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 810 members 
Mstep: Class 29 contains 2565 members 
Mstep: Class 30 contains 54286 members 
Mstep: Class 31 contains 336 members 
Mstep: Class 32 contains 354 members 
Mstep: Class 33 contains 54903 members 
Mstep: Class 34 contains 1331 members 
Mstep: Class 35 contains 462 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 91022 members 
Mstep: Class 38 contains 12824 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10775 members 
Mstep: Class 41 contains 79986 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 43 contains 216 members 
Mstep: Class 44 contains 55009 members 
Mstep: Class 45 contains 191910 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 43484 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 26367 members 
Mstep: Class 50 contains 99125 members 
Mstep: Class 51 contains 771 members 
Mstep: Class 52 contains 87887 members 
Mstep: Class 53 contains 50010 members 
Mstep: Class 54 contains 24485 members 
Mstep: Class 55 contains 3686 members 
Mstep: Class 56 contains 32791 members 
Mstep: Class 57 contains 25191 members 
Mstep: Class 58 contains 48560 members 
Mstep: Class 60 contains 18538 members 
Mstep: Class 61 contains 4573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739808.000000 Penalty: 140005.218750
Iteration 438Q: 61 clusters Score -1.947398e+08 nChanged 7771
Entering ConstructFrom: 
Score: -194739808.000000 Penalty: 140005.218750
Entering ConstructFrom: 
Trying to split cluster 1 (11368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Entering Unmasked Estep 
Score: -1298932.875000 Penalty: 1517.515503
	Iteration 0F: 2 clusters Score -1298933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1290978.500000 Penalty: 3035.031006
	Iteration 0F: 3 clusters Score -1290978 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1293751.625000 Penalty: 3035.031006
	Iteration 1F: 3 clusters Score -1293752 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1294160.125000 Penalty: 3035.031006
	Iteration 2F: 3 clusters Score -1294160 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1294572.375000 Penalty: 3035.031006
	Iteration 3F: 3 clusters Score -1294572 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1294980.375000 Penalty: 3035.031006
	Iteration 4F: 3 clusters Score -1294980 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1295371.000000 Penalty: 3035.031006
	Iteration 5F: 3 clusters Score -1295371 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1295790.250000 Penalty: 3035.031006
	Iteration 6F: 3 clusters Score -1295790 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1296188.000000 Penalty: 3035.031006
	Iteration 7F: 3 clusters Score -1296188 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1296505.375000 Penalty: 3035.031006
	Iteration 8Q: 3 clusters Score -1296505 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1296747.500000 Penalty: 3035.031006
	Iteration 9Q: 3 clusters Score -1296748 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1296889.125000 Penalty: 3035.031006
	Iteration 10Q: 3 clusters Score -1296889 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1296989.000000 Penalty: 3035.031006
	Iteration 11Q: 3 clusters Score -1296989 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1297077.750000 Penalty: 3035.031006
	Iteration 12Q: 3 clusters Score -1297078 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1297146.875000 Penalty: 3035.031006
	Iteration 13Q: 3 clusters Score -1297147 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1297195.250000 Penalty: 3035.031006
	Iteration 14Q: 3 clusters Score -1297195 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1297250.750000 Penalty: 3035.031006
	Iteration 15Q: 3 clusters Score -1297251 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1297309.125000 Penalty: 3035.031006
	Iteration 16Q: 3 clusters Score -1297309 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1297381.000000 Penalty: 3035.031006
	Iteration 17Q: 3 clusters Score -1297381 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1297443.375000 Penalty: 3035.031006
	Iteration 18Q: 3 clusters Score -1297443 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1297513.125000 Penalty: 3035.031006
	Iteration 19Q: 3 clusters Score -1297513 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1297569.500000 Penalty: 3035.031006
	Iteration 20F: 3 clusters Score -1297570 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1297628.375000 Penalty: 3035.031006
	Iteration 21Q: 3 clusters Score -1297628 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1297693.250000 Penalty: 3035.031006
	Iteration 22Q: 3 clusters Score -1297693 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1297755.625000 Penalty: 3035.031006
	Iteration 23Q: 3 clusters Score -1297756 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1297809.375000 Penalty: 3035.031006
	Iteration 24Q: 3 clusters Score -1297809 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1297850.250000 Penalty: 3035.031006
	Iteration 25Q: 3 clusters Score -1297850 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1297885.625000 Penalty: 3035.031006
	Iteration 26Q: 3 clusters Score -1297886 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1297918.125000 Penalty: 3035.031006
	Iteration 27Q: 3 clusters Score -1297918 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1297941.750000 Penalty: 3035.031006
	Iteration 28Q: 3 clusters Score -1297942 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1297960.625000 Penalty: 3035.031006
	Iteration 29Q: 3 clusters Score -1297961 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1297976.000000 Penalty: 3035.031006
	Iteration 30Q: 3 clusters Score -1297976 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1297988.625000 Penalty: 3035.031006
	Iteration 31Q: 3 clusters Score -1297989 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1297991.875000 Penalty: 3035.031006
	Iteration 32Q: 3 clusters Score -1297992 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1297999.750000 Penalty: 3035.031006
	Iteration 33Q: 3 clusters Score -1298000 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1298006.000000 Penalty: 3035.031006
	Iteration 34Q: 3 clusters Score -1298006 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1298015.750000 Penalty: 3035.031006
	Iteration 35Q: 3 clusters Score -1298016 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1298019.375000 Penalty: 3035.031006
	Iteration 36Q: 3 clusters Score -1298019 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1298024.750000 Penalty: 3035.031006
	Iteration 37Q: 3 clusters Score -1298025 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1298032.875000 Penalty: 3035.031006
	Iteration 38Q: 3 clusters Score -1298033 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1298038.375000 Penalty: 3035.031006
	Iteration 39Q: 3 clusters Score -1298038 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1298044.000000 Penalty: 3035.031006
	Iteration 40F: 3 clusters Score -1298044 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1298051.000000 Penalty: 3035.031006
	Iteration 41Q: 3 clusters Score -1298051 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1298052.750000 Penalty: 3035.031006
	Iteration 42Q: 3 clusters Score -1298053 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1298054.625000 Penalty: 3035.031006
	Iteration 43Q: 3 clusters Score -1298055 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1298063.375000 Penalty: 3035.031006
	Iteration 44Q: 3 clusters Score -1298063 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1298065.375000 Penalty: 3035.031006
	Iteration 45Q: 3 clusters Score -1298065 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1298074.000000 Penalty: 3035.031006
	Iteration 46Q: 3 clusters Score -1298074 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1298077.750000 Penalty: 3035.031006
	Iteration 47Q: 3 clusters Score -1298078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1298079.875000 Penalty: 3035.031006
	Iteration 48Q: 3 clusters Score -1298080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1298083.125000 Penalty: 3035.031006
	Iteration 49Q: 3 clusters Score -1298083 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1298085.500000 Penalty: 3035.031006
	Iteration 50Q: 3 clusters Score -1298086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1298088.125000 Penalty: 3035.031006
	Iteration 51Q: 3 clusters Score -1298088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1298091.625000 Penalty: 3035.031006
	Iteration 52Q: 3 clusters Score -1298092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1298092.250000 Penalty: 3035.031006
	Iteration 53Q: 3 clusters Score -1298092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1298092.875000 Penalty: 3035.031006
	Iteration 54Q: 3 clusters Score -1298093 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1298094.125000 Penalty: 3035.031006
	Iteration 55Q: 3 clusters Score -1298094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1298093.000000 Penalty: 3035.031006
	Iteration 56Q: 3 clusters Score -1298093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1298094.750000 Penalty: 3035.031006
	Iteration 57Q: 3 clusters Score -1298095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1298096.875000 Penalty: 3035.031006
	Iteration 58Q: 3 clusters Score -1298097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1298098.250000 Penalty: 3035.031006
	Iteration 59Q: 3 clusters Score -1298098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1298097.750000 Penalty: 3035.031006
	Iteration 60F: 3 clusters Score -1298098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1298102.500000 Penalty: 3035.031006
	Iteration 61Q: 3 clusters Score -1298102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1298103.250000 Penalty: 3035.031006
	Iteration 62Q: 3 clusters Score -1298103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1298102.375000 Penalty: 3035.031006
	Iteration 63Q: 3 clusters Score -1298102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1298105.750000 Penalty: 3035.031006
	Iteration 64Q: 3 clusters Score -1298106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1298105.625000 Penalty: 3035.031006
	Iteration 65Q: 3 clusters Score -1298106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1298106.125000 Penalty: 3035.031006
	Iteration 66Q: 3 clusters Score -1298106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1298107.000000 Penalty: 3035.031006
	Iteration 67Q: 3 clusters Score -1298107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1298105.250000 Penalty: 3035.031006
	Iteration 68Q: 3 clusters Score -1298105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1298106.500000 Penalty: 3035.031006
	Iteration 69Q: 3 clusters Score -1298106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1298107.250000 Penalty: 3035.031006
	Iteration 70Q: 3 clusters Score -1298107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1298108.000000 Penalty: 3035.031006
	Iteration 71Q: 3 clusters Score -1298108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1298108.000000 Penalty: 3035.031006
	Iteration 72Q: 3 clusters Score -1298108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1298107.375000 Penalty: 3035.031006
	Iteration 73Q: 3 clusters Score -1298107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1298107.625000 Penalty: 3035.031006
	Iteration 74Q: 3 clusters Score -1298108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1298111.750000 Penalty: 3035.031006
	Iteration 75Q: 3 clusters Score -1298112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1298118.125000 Penalty: 3035.031006
	Iteration 76Q: 3 clusters Score -1298118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1298116.375000 Penalty: 3035.031006
	Iteration 77Q: 3 clusters Score -1298116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1298118.500000 Penalty: 3035.031006
	Iteration 78Q: 3 clusters Score -1298118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1298119.625000 Penalty: 3035.031006
	Iteration 79Q: 3 clusters Score -1298120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1298118.875000 Penalty: 3035.031006
	Iteration 80F: 3 clusters Score -1298119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1298118.625000 Penalty: 3035.031006
	Iteration 81Q: 3 clusters Score -1298119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1298118.125000 Penalty: 3035.031006
	Iteration 82Q: 3 clusters Score -1298118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1298120.500000 Penalty: 3035.031006
	Iteration 83Q: 3 clusters Score -1298120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1298121.750000 Penalty: 3035.031006
	Iteration 84Q: 3 clusters Score -1298122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1298122.875000 Penalty: 3035.031006
	Iteration 85Q: 3 clusters Score -1298123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1298121.375000 Penalty: 3035.031006
	Iteration 86Q: 3 clusters Score -1298121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1298122.750000 Penalty: 3035.031006
	Iteration 87Q: 3 clusters Score -1298123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1298121.875000 Penalty: 3035.031006
	Iteration 88Q: 3 clusters Score -1298122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1298120.000000 Penalty: 3035.031006
	Iteration 89Q: 3 clusters Score -1298120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1298121.250000 Penalty: 3035.031006
	Iteration 90Q: 3 clusters Score -1298121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1298119.375000 Penalty: 3035.031006
	Iteration 91Q: 3 clusters Score -1298119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1298119.625000 Penalty: 3035.031006
	Iteration 92Q: 3 clusters Score -1298120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1298121.500000 Penalty: 3035.031006
	Iteration 93Q: 3 clusters Score -1298122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1298121.500000 Penalty: 3035.031006
	Iteration 94Q: 3 clusters Score -1298122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1298122.125000 Penalty: 3035.031006
	Iteration 95Q: 3 clusters Score -1298122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1298122.375000 Penalty: 3035.031006
	Iteration 96Q: 3 clusters Score -1298122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1298123.750000 Penalty: 3035.031006
	Iteration 97Q: 3 clusters Score -1298124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1298123.875000 Penalty: 3035.031006
	Iteration 98Q: 3 clusters Score -1298124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1298124.875000 Penalty: 3035.031006
	Iteration 99Q: 3 clusters Score -1298125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1298126.500000 Penalty: 3035.031006
	Iteration 100F: 3 clusters Score -1298126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1298124.625000 Penalty: 3035.031006
	Iteration 101Q: 3 clusters Score -1298125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1298124.625000 Penalty: 3035.031006
	Iteration 102Q: 3 clusters Score -1298125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1298124.500000 Penalty: 3035.031006
	Iteration 103Q: 3 clusters Score -1298124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1298125.625000 Penalty: 3035.031006
	Iteration 104Q: 3 clusters Score -1298126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1298124.750000 Penalty: 3035.031006
	Iteration 105Q: 3 clusters Score -1298125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1298125.750000 Penalty: 3035.031006
	Iteration 106Q: 3 clusters Score -1298126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1298125.375000 Penalty: 3035.031006
	Iteration 107Q: 3 clusters Score -1298125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1298126.625000 Penalty: 3035.031006
	Iteration 108Q: 3 clusters Score -1298127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1298126.625000 Penalty: 3035.031006
	Iteration 109F: 3 clusters Score -1298127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Entering Unmasked Estep 
Score: -407873.718750 Penalty: 1326.408936
	Iteration 0F: 2 clusters Score -407873.7 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 1748 members 
Entering Unmasked Estep 
Score: -404859.906250 Penalty: 2652.817871
	Iteration 0F: 3 clusters Score -404859.9 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -405568.687500 Penalty: 2652.817871
	Iteration 1F: 3 clusters Score -405568.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -405685.968750 Penalty: 2652.817871
	Iteration 2F: 3 clusters Score -405686 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -405769.750000 Penalty: 2652.817871
	Iteration 3Q: 3 clusters Score -405769.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -405821.500000 Penalty: 2652.817871
	Iteration 4Q: 3 clusters Score -405821.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -405859.406250 Penalty: 2652.817871
	Iteration 5Q: 3 clusters Score -405859.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -405888.656250 Penalty: 2652.817871
	Iteration 6Q: 3 clusters Score -405888.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -405921.781250 Penalty: 2652.817871
	Iteration 7Q: 3 clusters Score -405921.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -405958.187500 Penalty: 2652.817871
	Iteration 8Q: 3 clusters Score -405958.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -405990.281250 Penalty: 2652.817871
	Iteration 9Q: 3 clusters Score -405990.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -406018.281250 Penalty: 2652.817871
	Iteration 10Q: 3 clusters Score -406018.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -406039.968750 Penalty: 2652.817871
	Iteration 11Q: 3 clusters Score -406040 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -406063.031250 Penalty: 2652.817871
	Iteration 12Q: 3 clusters Score -406063 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -406091.156250 Penalty: 2652.817871
	Iteration 13Q: 3 clusters Score -406091.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -406127.125000 Penalty: 2652.817871
	Iteration 14Q: 3 clusters Score -406127.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -406155.906250 Penalty: 2652.817871
	Iteration 15Q: 3 clusters Score -406155.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -406186.625000 Penalty: 2652.817871
	Iteration 16Q: 3 clusters Score -406186.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -406213.906250 Penalty: 2652.817871
	Iteration 17Q: 3 clusters Score -406213.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -406243.281250 Penalty: 2652.817871
	Iteration 18Q: 3 clusters Score -406243.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -406279.156250 Penalty: 2652.817871
	Iteration 19Q: 3 clusters Score -406279.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -406311.593750 Penalty: 2652.817871
	Iteration 20F: 3 clusters Score -406311.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -406334.593750 Penalty: 2652.817871
	Iteration 21Q: 3 clusters Score -406334.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -406352.437500 Penalty: 2652.817871
	Iteration 22Q: 3 clusters Score -406352.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -406372.031250 Penalty: 2652.817871
	Iteration 23Q: 3 clusters Score -406372 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -406388.312500 Penalty: 2652.817871
	Iteration 24Q: 3 clusters Score -406388.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -406406.687500 Penalty: 2652.817871
	Iteration 25Q: 3 clusters Score -406406.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -406425.218750 Penalty: 2652.817871
	Iteration 26Q: 3 clusters Score -406425.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -406444.656250 Penalty: 2652.817871
	Iteration 27Q: 3 clusters Score -406444.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -406463.062500 Penalty: 2652.817871
	Iteration 28Q: 3 clusters Score -406463.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -406474.031250 Penalty: 2652.817871
	Iteration 29Q: 3 clusters Score -406474 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -406485.062500 Penalty: 2652.817871
	Iteration 30Q: 3 clusters Score -406485.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -406497.812500 Penalty: 2652.817871
	Iteration 31Q: 3 clusters Score -406497.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -406512.468750 Penalty: 2652.817871
	Iteration 32Q: 3 clusters Score -406512.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -406523.781250 Penalty: 2652.817871
	Iteration 33Q: 3 clusters Score -406523.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -406539.562500 Penalty: 2652.817871
	Iteration 34Q: 3 clusters Score -406539.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -406564.375000 Penalty: 2652.817871
	Iteration 35Q: 3 clusters Score -406564.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -406581.906250 Penalty: 2652.817871
	Iteration 36Q: 3 clusters Score -406581.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -406596.593750 Penalty: 2652.817871
	Iteration 37Q: 3 clusters Score -406596.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -406611.218750 Penalty: 2652.817871
	Iteration 38Q: 3 clusters Score -406611.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -406620.375000 Penalty: 2652.817871
	Iteration 39Q: 3 clusters Score -406620.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -406628.562500 Penalty: 2652.817871
	Iteration 40F: 3 clusters Score -406628.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -406636.781250 Penalty: 2652.817871
	Iteration 41Q: 3 clusters Score -406636.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -406641.937500 Penalty: 2652.817871
	Iteration 42Q: 3 clusters Score -406641.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -406648.156250 Penalty: 2652.817871
	Iteration 43Q: 3 clusters Score -406648.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -406653.937500 Penalty: 2652.817871
	Iteration 44Q: 3 clusters Score -406653.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -406658.062500 Penalty: 2652.817871
	Iteration 45Q: 3 clusters Score -406658.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -406662.375000 Penalty: 2652.817871
	Iteration 46Q: 3 clusters Score -406662.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -406664.500000 Penalty: 2652.817871
	Iteration 47Q: 3 clusters Score -406664.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -406667.125000 Penalty: 2652.817871
	Iteration 48Q: 3 clusters Score -406667.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -406670.562500 Penalty: 2652.817871
	Iteration 49Q: 3 clusters Score -406670.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -406675.250000 Penalty: 2652.817871
	Iteration 50Q: 3 clusters Score -406675.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -406677.093750 Penalty: 2652.817871
	Iteration 51Q: 3 clusters Score -406677.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -406680.875000 Penalty: 2652.817871
	Iteration 52Q: 3 clusters Score -406680.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -406684.625000 Penalty: 2652.817871
	Iteration 53Q: 3 clusters Score -406684.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -406691.312500 Penalty: 2652.817871
	Iteration 54Q: 3 clusters Score -406691.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -406695.437500 Penalty: 2652.817871
	Iteration 55Q: 3 clusters Score -406695.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -406698.875000 Penalty: 2652.817871
	Iteration 56Q: 3 clusters Score -406698.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -406701.156250 Penalty: 2652.817871
	Iteration 57Q: 3 clusters Score -406701.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -406704.156250 Penalty: 2652.817871
	Iteration 58Q: 3 clusters Score -406704.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -406708.812500 Penalty: 2652.817871
	Iteration 59Q: 3 clusters Score -406708.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -406712.312500 Penalty: 2652.817871
	Iteration 60F: 3 clusters Score -406712.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -406712.812500 Penalty: 2652.817871
	Iteration 61Q: 3 clusters Score -406712.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -406713.968750 Penalty: 2652.817871
	Iteration 62Q: 3 clusters Score -406714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -406714.468750 Penalty: 2652.817871
	Iteration 63Q: 3 clusters Score -406714.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -406714.312500 Penalty: 2652.817871
	Iteration 64Q: 3 clusters Score -406714.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -406714.312500 Penalty: 2652.817871
	Iteration 65F: 3 clusters Score -406714.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (43893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43893 members 
Entering Unmasked Estep 
Score: -5240024.500000 Penalty: 1737.045410
	Iteration 0F: 2 clusters Score -5240024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -5210741.000000 Penalty: 3474.090820
	Iteration 0F: 3 clusters Score -5210741 nChanged 20396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -5222397.000000 Penalty: 3474.090820
	Iteration 1F: 3 clusters Score -5222397 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -5223042.500000 Penalty: 3474.090820
	Iteration 2Q: 3 clusters Score -5223042 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -5223974.000000 Penalty: 3474.090820
	Iteration 3Q: 3 clusters Score -5223974 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 29291 members 
Entering Unmasked Estep 
Score: -5225415.000000 Penalty: 3474.090820
	Iteration 4F: 3 clusters Score -5225415 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 32296 members 
Entering Unmasked Estep 
Score: -5227702.500000 Penalty: 3474.090820
	Iteration 5F: 3 clusters Score -5227702 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 35678 members 
Entering Unmasked Estep 
Score: -5230770.000000 Penalty: 3474.090820
	Iteration 6F: 3 clusters Score -5230770 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 38728 members 
Entering Unmasked Estep 
Score: -5233673.500000 Penalty: 3474.090820
	Iteration 7F: 3 clusters Score -5233674 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 40880 members 
Entering Unmasked Estep 
Score: -5235821.500000 Penalty: 3474.090820
	Iteration 8Q: 3 clusters Score -5235822 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 42238 members 
Entering Unmasked Estep 
Score: -5237088.500000 Penalty: 3474.090820
	Iteration 9Q: 3 clusters Score -5237088 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 43002 members 
Entering Unmasked Estep 
Score: -5237755.000000 Penalty: 3474.090820
	Iteration 10Q: 3 clusters Score -5237755 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 43396 members 
Entering Unmasked Estep 
Score: -5238110.500000 Penalty: 3474.090820
	Iteration 11Q: 3 clusters Score -5238110 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 43575 members 
Entering Unmasked Estep 
Score: -5238293.000000 Penalty: 3474.090820
	Iteration 12Q: 3 clusters Score -5238293 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 43645 members 
Entering Unmasked Estep 
Score: -5238385.500000 Penalty: 3474.090820
	Iteration 13Q: 3 clusters Score -5238386 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 43668 members 
Entering Unmasked Estep 
Score: -5238428.500000 Penalty: 3474.090820
	Iteration 14Q: 3 clusters Score -5238428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 43676 members 
Entering Unmasked Estep 
Score: -5238454.500000 Penalty: 3474.090820
	Iteration 15Q: 3 clusters Score -5238454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 43685 members 
Entering Unmasked Estep 
Score: -5238464.000000 Penalty: 3474.090820
	Iteration 16Q: 3 clusters Score -5238464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 43691 members 
Entering Unmasked Estep 
Score: -5238470.500000 Penalty: 3474.090820
	Iteration 17Q: 3 clusters Score -5238470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 43691 members 
Entering Unmasked Estep 
Score: -5238475.500000 Penalty: 3474.090820
	Iteration 18Q: 3 clusters Score -5238476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 43691 members 
Entering Unmasked Estep 
Score: -5238475.500000 Penalty: 3474.090820
	Iteration 19F: 3 clusters Score -5238476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Entering Unmasked Estep 
Score: -58148.238281 Penalty: 1048.714111
	Iteration 0F: 2 clusters Score -58148.24 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 326 members 
Entering Unmasked Estep 
Score: -57051.847656 Penalty: 2097.428223
	Iteration 0F: 3 clusters Score -57051.85 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -57426.128906 Penalty: 2097.428223
	Iteration 1F: 3 clusters Score -57426.13 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -57602.574219 Penalty: 2097.428223
	Iteration 2F: 3 clusters Score -57602.57 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -57667.949219 Penalty: 2097.428223
	Iteration 3Q: 3 clusters Score -57667.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -57723.527344 Penalty: 2097.428223
	Iteration 4Q: 3 clusters Score -57723.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -57754.414062 Penalty: 2097.428223
	Iteration 5Q: 3 clusters Score -57754.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -57770.667969 Penalty: 2097.428223
	Iteration 6Q: 3 clusters Score -57770.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -57785.218750 Penalty: 2097.428223
	Iteration 7Q: 3 clusters Score -57785.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -57789.640625 Penalty: 2097.428223
	Iteration 8Q: 3 clusters Score -57789.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -57810.984375 Penalty: 2097.428223
	Iteration 9Q: 3 clusters Score -57810.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -57831.113281 Penalty: 2097.428223
	Iteration 10Q: 3 clusters Score -57831.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -57843.089844 Penalty: 2097.428223
	Iteration 11Q: 3 clusters Score -57843.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -57852.722656 Penalty: 2097.428223
	Iteration 12Q: 3 clusters Score -57852.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -57854.652344 Penalty: 2097.428223
	Iteration 13Q: 3 clusters Score -57854.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -57854.652344 Penalty: 2097.428223
	Iteration 14F: 3 clusters Score -57854.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33842 members 
Entering Unmasked Estep 
Score: -3731095.500000 Penalty: 1694.786865
	Iteration 0F: 2 clusters Score -3731096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -3708358.000000 Penalty: 3389.573730
	Iteration 0F: 3 clusters Score -3708358 nChanged 15614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -3717121.500000 Penalty: 3389.573730
	Iteration 1F: 3 clusters Score -3717122 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -3717710.250000 Penalty: 3389.573730
	Iteration 2Q: 3 clusters Score -3717710 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -3718507.500000 Penalty: 3389.573730
	Iteration 3Q: 3 clusters Score -3718508 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -3719451.000000 Penalty: 3389.573730
	Iteration 4F: 3 clusters Score -3719451 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -3720649.500000 Penalty: 3389.573730
	Iteration 5F: 3 clusters Score -3720650 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -3722059.500000 Penalty: 3389.573730
	Iteration 6F: 3 clusters Score -3722060 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -3723497.500000 Penalty: 3389.573730
	Iteration 7F: 3 clusters Score -3723498 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -3724499.750000 Penalty: 3389.573730
	Iteration 8F: 3 clusters Score -3724500 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -3724978.500000 Penalty: 3389.573730
	Iteration 9Q: 3 clusters Score -3724978 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -3725165.000000 Penalty: 3389.573730
	Iteration 10Q: 3 clusters Score -3725165 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -3725253.750000 Penalty: 3389.573730
	Iteration 11Q: 3 clusters Score -3725254 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -3725324.000000 Penalty: 3389.573730
	Iteration 12Q: 3 clusters Score -3725324 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -3725414.250000 Penalty: 3389.573730
	Iteration 13Q: 3 clusters Score -3725414 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -3725470.750000 Penalty: 3389.573730
	Iteration 14Q: 3 clusters Score -3725471 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -3725538.500000 Penalty: 3389.573730
	Iteration 15Q: 3 clusters Score -3725538 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -3725620.750000 Penalty: 3389.573730
	Iteration 16Q: 3 clusters Score -3725621 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -3725716.250000 Penalty: 3389.573730
	Iteration 17Q: 3 clusters Score -3725716 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -3725826.250000 Penalty: 3389.573730
	Iteration 18Q: 3 clusters Score -3725826 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -3725940.750000 Penalty: 3389.573730
	Iteration 19Q: 3 clusters Score -3725941 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -3726067.500000 Penalty: 3389.573730
	Iteration 20F: 3 clusters Score -3726068 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -3726204.500000 Penalty: 3389.573730
	Iteration 21Q: 3 clusters Score -3726204 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -3726407.000000 Penalty: 3389.573730
	Iteration 22Q: 3 clusters Score -3726407 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -3726623.500000 Penalty: 3389.573730
	Iteration 23Q: 3 clusters Score -3726624 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -3726878.000000 Penalty: 3389.573730
	Iteration 24Q: 3 clusters Score -3726878 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -3727162.750000 Penalty: 3389.573730
	Iteration 25Q: 3 clusters Score -3727163 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -3727460.000000 Penalty: 3389.573730
	Iteration 26Q: 3 clusters Score -3727460 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -3727727.750000 Penalty: 3389.573730
	Iteration 27Q: 3 clusters Score -3727728 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -3727968.250000 Penalty: 3389.573730
	Iteration 28Q: 3 clusters Score -3727968 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -3728214.500000 Penalty: 3389.573730
	Iteration 29Q: 3 clusters Score -3728214 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -3728426.000000 Penalty: 3389.573730
	Iteration 30Q: 3 clusters Score -3728426 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -3728595.000000 Penalty: 3389.573730
	Iteration 31Q: 3 clusters Score -3728595 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -3728744.250000 Penalty: 3389.573730
	Iteration 32Q: 3 clusters Score -3728744 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -3728857.250000 Penalty: 3389.573730
	Iteration 33Q: 3 clusters Score -3728857 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -3728944.000000 Penalty: 3389.573730
	Iteration 34Q: 3 clusters Score -3728944 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29575 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -3729000.250000 Penalty: 3389.573730
	Iteration 35Q: 3 clusters Score -3729000 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29762 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -3729055.750000 Penalty: 3389.573730
	Iteration 36Q: 3 clusters Score -3729056 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -3729083.500000 Penalty: 3389.573730
	Iteration 37Q: 3 clusters Score -3729084 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30088 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -3729129.250000 Penalty: 3389.573730
	Iteration 38Q: 3 clusters Score -3729129 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -3729159.500000 Penalty: 3389.573730
	Iteration 39Q: 3 clusters Score -3729160 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30369 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -3729198.250000 Penalty: 3389.573730
	Iteration 40F: 3 clusters Score -3729198 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30511 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -3729237.500000 Penalty: 3389.573730
	Iteration 41Q: 3 clusters Score -3729238 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -3729291.000000 Penalty: 3389.573730
	Iteration 42Q: 3 clusters Score -3729291 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30794 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -3729306.250000 Penalty: 3389.573730
	Iteration 43Q: 3 clusters Score -3729306 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30927 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -3729327.750000 Penalty: 3389.573730
	Iteration 44Q: 3 clusters Score -3729328 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -3729366.250000 Penalty: 3389.573730
	Iteration 45Q: 3 clusters Score -3729366 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31194 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -3729408.500000 Penalty: 3389.573730
	Iteration 46Q: 3 clusters Score -3729408 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -3729431.750000 Penalty: 3389.573730
	Iteration 47Q: 3 clusters Score -3729432 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31408 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -3729448.250000 Penalty: 3389.573730
	Iteration 48Q: 3 clusters Score -3729448 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31490 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -3729461.000000 Penalty: 3389.573730
	Iteration 49Q: 3 clusters Score -3729461 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31565 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -3729474.750000 Penalty: 3389.573730
	Iteration 50Q: 3 clusters Score -3729475 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31632 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -3729507.250000 Penalty: 3389.573730
	Iteration 51Q: 3 clusters Score -3729507 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -3729513.750000 Penalty: 3389.573730
	Iteration 52Q: 3 clusters Score -3729514 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31746 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -3729524.000000 Penalty: 3389.573730
	Iteration 53Q: 3 clusters Score -3729524 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31800 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -3729534.250000 Penalty: 3389.573730
	Iteration 54Q: 3 clusters Score -3729534 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31844 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -3729553.500000 Penalty: 3389.573730
	Iteration 55Q: 3 clusters Score -3729554 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31889 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -3729563.000000 Penalty: 3389.573730
	Iteration 56Q: 3 clusters Score -3729563 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -3729565.500000 Penalty: 3389.573730
	Iteration 57Q: 3 clusters Score -3729566 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31956 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3729572.750000 Penalty: 3389.573730
	Iteration 58Q: 3 clusters Score -3729573 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31985 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -3729575.500000 Penalty: 3389.573730
	Iteration 59Q: 3 clusters Score -3729576 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32006 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -3729572.500000 Penalty: 3389.573730
	Iteration 60F: 3 clusters Score -3729572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32019 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -3729576.250000 Penalty: 3389.573730
	Iteration 61Q: 3 clusters Score -3729576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -3729571.250000 Penalty: 3389.573730
	Iteration 62Q: 3 clusters Score -3729571 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32055 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -3729578.750000 Penalty: 3389.573730
	Iteration 63Q: 3 clusters Score -3729579 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32069 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -3729576.750000 Penalty: 3389.573730
	Iteration 64Q: 3 clusters Score -3729577 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32082 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3729583.750000 Penalty: 3389.573730
	Iteration 65Q: 3 clusters Score -3729584 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32102 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -3729590.500000 Penalty: 3389.573730
	Iteration 66Q: 3 clusters Score -3729590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32118 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3729587.750000 Penalty: 3389.573730
	Iteration 67Q: 3 clusters Score -3729588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32135 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -3729588.750000 Penalty: 3389.573730
	Iteration 68Q: 3 clusters Score -3729589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32143 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -3729595.750000 Penalty: 3389.573730
	Iteration 69Q: 3 clusters Score -3729596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32151 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -3729591.500000 Penalty: 3389.573730
	Iteration 70Q: 3 clusters Score -3729592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -3729591.250000 Penalty: 3389.573730
	Iteration 71Q: 3 clusters Score -3729591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -3729592.750000 Penalty: 3389.573730
	Iteration 72Q: 3 clusters Score -3729593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -3729596.250000 Penalty: 3389.573730
	Iteration 73Q: 3 clusters Score -3729596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -3729603.250000 Penalty: 3389.573730
	Iteration 74Q: 3 clusters Score -3729603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32180 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3729597.500000 Penalty: 3389.573730
	Iteration 75Q: 3 clusters Score -3729598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32180 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3729597.500000 Penalty: 3389.573730
	Iteration 76F: 3 clusters Score -3729598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (74348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74348 members 
Entering Unmasked Estep 
Score: -8438988.000000 Penalty: 1822.683105
	Iteration 0F: 2 clusters Score -8438988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37132 members 
Mstep: Class 2 contains 37216 members 
Entering Unmasked Estep 
Score: -8389349.000000 Penalty: 3645.366211
	Iteration 0F: 3 clusters Score -8389349 nChanged 35318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35540 members 
Mstep: Class 2 contains 38808 members 
Entering Unmasked Estep 
Score: -8409711.000000 Penalty: 3645.366211
	Iteration 1F: 3 clusters Score -8409711 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 39743 members 
Entering Unmasked Estep 
Score: -8410520.000000 Penalty: 3645.366211
	Iteration 2Q: 3 clusters Score -8410520 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33187 members 
Mstep: Class 2 contains 41161 members 
Entering Unmasked Estep 
Score: -8411570.000000 Penalty: 3645.366211
	Iteration 3Q: 3 clusters Score -8411570 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 43190 members 
Entering Unmasked Estep 
Score: -8413037.000000 Penalty: 3645.366211
	Iteration 4Q: 3 clusters Score -8413037 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28353 members 
Mstep: Class 2 contains 45995 members 
Entering Unmasked Estep 
Score: -8415368.000000 Penalty: 3645.366211
	Iteration 5F: 3 clusters Score -8415368 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 49511 members 
Entering Unmasked Estep 
Score: -8418531.000000 Penalty: 3645.366211
	Iteration 6F: 3 clusters Score -8418531 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 53405 members 
Entering Unmasked Estep 
Score: -8422337.000000 Penalty: 3645.366211
	Iteration 7F: 3 clusters Score -8422337 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 57037 members 
Entering Unmasked Estep 
Score: -8425966.000000 Penalty: 3645.366211
	Iteration 8F: 3 clusters Score -8425966 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 60037 members 
Entering Unmasked Estep 
Score: -8428900.000000 Penalty: 3645.366211
	Iteration 9F: 3 clusters Score -8428900 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 62254 members 
Entering Unmasked Estep 
Score: -8431053.000000 Penalty: 3645.366211
	Iteration 10Q: 3 clusters Score -8431053 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 63887 members 
Entering Unmasked Estep 
Score: -8432477.000000 Penalty: 3645.366211
	Iteration 11Q: 3 clusters Score -8432477 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 65205 members 
Entering Unmasked Estep 
Score: -8433386.000000 Penalty: 3645.366211
	Iteration 12Q: 3 clusters Score -8433386 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 66293 members 
Entering Unmasked Estep 
Score: -8434048.000000 Penalty: 3645.366211
	Iteration 13Q: 3 clusters Score -8434048 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 67241 members 
Entering Unmasked Estep 
Score: -8434647.000000 Penalty: 3645.366211
	Iteration 14Q: 3 clusters Score -8434647 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 67979 members 
Entering Unmasked Estep 
Score: -8435136.000000 Penalty: 3645.366211
	Iteration 15Q: 3 clusters Score -8435136 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 68579 members 
Entering Unmasked Estep 
Score: -8435504.000000 Penalty: 3645.366211
	Iteration 16Q: 3 clusters Score -8435504 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 69073 members 
Entering Unmasked Estep 
Score: -8435805.000000 Penalty: 3645.366211
	Iteration 17Q: 3 clusters Score -8435805 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 69468 members 
Entering Unmasked Estep 
Score: -8436031.000000 Penalty: 3645.366211
	Iteration 18Q: 3 clusters Score -8436031 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 69812 members 
Entering Unmasked Estep 
Score: -8436222.000000 Penalty: 3645.366211
	Iteration 19Q: 3 clusters Score -8436222 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 70107 members 
Entering Unmasked Estep 
Score: -8436397.000000 Penalty: 3645.366211
	Iteration 20F: 3 clusters Score -8436397 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 70377 members 
Entering Unmasked Estep 
Score: -8436535.000000 Penalty: 3645.366211
	Iteration 21Q: 3 clusters Score -8436535 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 70634 members 
Entering Unmasked Estep 
Score: -8436644.000000 Penalty: 3645.366211
	Iteration 22Q: 3 clusters Score -8436644 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 70869 members 
Entering Unmasked Estep 
Score: -8436776.000000 Penalty: 3645.366211
	Iteration 23Q: 3 clusters Score -8436776 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 71065 members 
Entering Unmasked Estep 
Score: -8436880.000000 Penalty: 3645.366211
	Iteration 24Q: 3 clusters Score -8436880 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 71222 members 
Entering Unmasked Estep 
Score: -8436902.000000 Penalty: 3645.366211
	Iteration 25Q: 3 clusters Score -8436902 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 71366 members 
Entering Unmasked Estep 
Score: -8436962.000000 Penalty: 3645.366211
	Iteration 26Q: 3 clusters Score -8436962 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 71509 members 
Entering Unmasked Estep 
Score: -8437014.000000 Penalty: 3645.366211
	Iteration 27Q: 3 clusters Score -8437014 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 71634 members 
Entering Unmasked Estep 
Score: -8437048.000000 Penalty: 3645.366211
	Iteration 28Q: 3 clusters Score -8437048 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 71751 members 
Entering Unmasked Estep 
Score: -8437097.000000 Penalty: 3645.366211
	Iteration 29Q: 3 clusters Score -8437097 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 71856 members 
Entering Unmasked Estep 
Score: -8437131.000000 Penalty: 3645.366211
	Iteration 30Q: 3 clusters Score -8437131 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 71948 members 
Entering Unmasked Estep 
Score: -8437135.000000 Penalty: 3645.366211
	Iteration 31Q: 3 clusters Score -8437135 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 72027 members 
Entering Unmasked Estep 
Score: -8437176.000000 Penalty: 3645.366211
	Iteration 32Q: 3 clusters Score -8437176 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 72099 members 
Entering Unmasked Estep 
Score: -8437194.000000 Penalty: 3645.366211
	Iteration 33Q: 3 clusters Score -8437194 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 72155 members 
Entering Unmasked Estep 
Score: -8437221.000000 Penalty: 3645.366211
	Iteration 34Q: 3 clusters Score -8437221 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 72212 members 
Entering Unmasked Estep 
Score: -8437224.000000 Penalty: 3645.366211
	Iteration 35Q: 3 clusters Score -8437224 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 72275 members 
Entering Unmasked Estep 
Score: -8437228.000000 Penalty: 3645.366211
	Iteration 36Q: 3 clusters Score -8437228 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 72331 members 
Entering Unmasked Estep 
Score: -8437244.000000 Penalty: 3645.366211
	Iteration 37Q: 3 clusters Score -8437244 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 72383 members 
Entering Unmasked Estep 
Score: -8437252.000000 Penalty: 3645.366211
	Iteration 38Q: 3 clusters Score -8437252 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 72431 members 
Entering Unmasked Estep 
Score: -8437246.000000 Penalty: 3645.366211
	Iteration 39Q: 3 clusters Score -8437246 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 72478 members 
Entering Unmasked Estep 
Score: -8437278.000000 Penalty: 3645.366211
	Iteration 40F: 3 clusters Score -8437278 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 72521 members 
Entering Unmasked Estep 
Score: -8437311.000000 Penalty: 3645.366211
	Iteration 41Q: 3 clusters Score -8437311 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 72567 members 
Entering Unmasked Estep 
Score: -8437337.000000 Penalty: 3645.366211
	Iteration 42Q: 3 clusters Score -8437337 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 72599 members 
Entering Unmasked Estep 
Score: -8437350.000000 Penalty: 3645.366211
	Iteration 43Q: 3 clusters Score -8437350 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 72629 members 
Entering Unmasked Estep 
Score: -8437364.000000 Penalty: 3645.366211
	Iteration 44Q: 3 clusters Score -8437364 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 72650 members 
Entering Unmasked Estep 
Score: -8437380.000000 Penalty: 3645.366211
	Iteration 45Q: 3 clusters Score -8437380 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 72677 members 
Entering Unmasked Estep 
Score: -8437383.000000 Penalty: 3645.366211
	Iteration 46Q: 3 clusters Score -8437383 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 72706 members 
Entering Unmasked Estep 
Score: -8437383.000000 Penalty: 3645.366211
	Iteration 47Q: 3 clusters Score -8437383 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 72729 members 
Entering Unmasked Estep 
Score: -8437396.000000 Penalty: 3645.366211
	Iteration 48Q: 3 clusters Score -8437396 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 72753 members 
Entering Unmasked Estep 
Score: -8437407.000000 Penalty: 3645.366211
	Iteration 49Q: 3 clusters Score -8437407 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 72774 members 
Entering Unmasked Estep 
Score: -8437413.000000 Penalty: 3645.366211
	Iteration 50Q: 3 clusters Score -8437413 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 72790 members 
Entering Unmasked Estep 
Score: -8437411.000000 Penalty: 3645.366211
	Iteration 51Q: 3 clusters Score -8437411 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 72814 members 
Entering Unmasked Estep 
Score: -8437417.000000 Penalty: 3645.366211
	Iteration 52Q: 3 clusters Score -8437417 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 72831 members 
Entering Unmasked Estep 
Score: -8437427.000000 Penalty: 3645.366211
	Iteration 53Q: 3 clusters Score -8437427 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 72844 members 
Entering Unmasked Estep 
Score: -8437425.000000 Penalty: 3645.366211
	Iteration 54Q: 3 clusters Score -8437425 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 72871 members 
Entering Unmasked Estep 
Score: -8437428.000000 Penalty: 3645.366211
	Iteration 55Q: 3 clusters Score -8437428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 72885 members 
Entering Unmasked Estep 
Score: -8437434.000000 Penalty: 3645.366211
	Iteration 56Q: 3 clusters Score -8437434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 72900 members 
Entering Unmasked Estep 
Score: -8437428.000000 Penalty: 3645.366211
	Iteration 57Q: 3 clusters Score -8437428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 72913 members 
Entering Unmasked Estep 
Score: -8437430.000000 Penalty: 3645.366211
	Iteration 58Q: 3 clusters Score -8437430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 72928 members 
Entering Unmasked Estep 
Score: -8437417.000000 Penalty: 3645.366211
	Iteration 59Q: 3 clusters Score -8437417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 72938 members 
Entering Unmasked Estep 
Score: -8437419.000000 Penalty: 3645.366211
	Iteration 60F: 3 clusters Score -8437419 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 72947 members 
Entering Unmasked Estep 
Score: -8437420.000000 Penalty: 3645.366211
	Iteration 61Q: 3 clusters Score -8437420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 72956 members 
Entering Unmasked Estep 
Score: -8437427.000000 Penalty: 3645.366211
	Iteration 62Q: 3 clusters Score -8437427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 72963 members 
Entering Unmasked Estep 
Score: -8437420.000000 Penalty: 3645.366211
	Iteration 63Q: 3 clusters Score -8437420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 72973 members 
Entering Unmasked Estep 
Score: -8437429.000000 Penalty: 3645.366211
	Iteration 64Q: 3 clusters Score -8437429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 72981 members 
Entering Unmasked Estep 
Score: -8437435.000000 Penalty: 3645.366211
	Iteration 65Q: 3 clusters Score -8437435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 72991 members 
Entering Unmasked Estep 
Score: -8437436.000000 Penalty: 3645.366211
	Iteration 66Q: 3 clusters Score -8437436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 72995 members 
Entering Unmasked Estep 
Score: -8437433.000000 Penalty: 3645.366211
	Iteration 67Q: 3 clusters Score -8437433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 72998 members 
Entering Unmasked Estep 
Score: -8437429.000000 Penalty: 3645.366211
	Iteration 68Q: 3 clusters Score -8437429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 73006 members 
Entering Unmasked Estep 
Score: -8437429.000000 Penalty: 3645.366211
	Iteration 69Q: 3 clusters Score -8437429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 73017 members 
Entering Unmasked Estep 
Score: -8437436.000000 Penalty: 3645.366211
	Iteration 70Q: 3 clusters Score -8437436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 73027 members 
Entering Unmasked Estep 
Score: -8437439.000000 Penalty: 3645.366211
	Iteration 71Q: 3 clusters Score -8437439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 73038 members 
Entering Unmasked Estep 
Score: -8437429.000000 Penalty: 3645.366211
	Iteration 72Q: 3 clusters Score -8437429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 73047 members 
Entering Unmasked Estep 
Score: -8437438.000000 Penalty: 3645.366211
	Iteration 73Q: 3 clusters Score -8437438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 73055 members 
Entering Unmasked Estep 
Score: -8437441.000000 Penalty: 3645.366211
	Iteration 74Q: 3 clusters Score -8437441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 73062 members 
Entering Unmasked Estep 
Score: -8437447.000000 Penalty: 3645.366211
	Iteration 75Q: 3 clusters Score -8437447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 73069 members 
Entering Unmasked Estep 
Score: -8437449.000000 Penalty: 3645.366211
	Iteration 76Q: 3 clusters Score -8437449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 73077 members 
Entering Unmasked Estep 
Score: -8437450.000000 Penalty: 3645.366211
	Iteration 77Q: 3 clusters Score -8437450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 73086 members 
Entering Unmasked Estep 
Score: -8437463.000000 Penalty: 3645.366211
	Iteration 78Q: 3 clusters Score -8437463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 73097 members 
Entering Unmasked Estep 
Score: -8437467.000000 Penalty: 3645.366211
	Iteration 79Q: 3 clusters Score -8437467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 73105 members 
Entering Unmasked Estep 
Score: -8437472.000000 Penalty: 3645.366211
	Iteration 80F: 3 clusters Score -8437472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 73109 members 
Entering Unmasked Estep 
Score: -8437464.000000 Penalty: 3645.366211
	Iteration 81Q: 3 clusters Score -8437464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 73113 members 
Entering Unmasked Estep 
Score: -8437455.000000 Penalty: 3645.366211
	Iteration 82Q: 3 clusters Score -8437455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 73120 members 
Entering Unmasked Estep 
Score: -8437459.000000 Penalty: 3645.366211
	Iteration 83Q: 3 clusters Score -8437459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 73125 members 
Entering Unmasked Estep 
Score: -8437462.000000 Penalty: 3645.366211
	Iteration 84Q: 3 clusters Score -8437462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 73130 members 
Entering Unmasked Estep 
Score: -8437465.000000 Penalty: 3645.366211
	Iteration 85Q: 3 clusters Score -8437465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 73138 members 
Entering Unmasked Estep 
Score: -8437461.000000 Penalty: 3645.366211
	Iteration 86Q: 3 clusters Score -8437461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 73143 members 
Entering Unmasked Estep 
Score: -8437470.000000 Penalty: 3645.366211
	Iteration 87Q: 3 clusters Score -8437470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 73148 members 
Entering Unmasked Estep 
Score: -8437470.000000 Penalty: 3645.366211
	Iteration 88Q: 3 clusters Score -8437470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 73151 members 
Entering Unmasked Estep 
Score: -8437470.000000 Penalty: 3645.366211
	Iteration 89Q: 3 clusters Score -8437470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 73154 members 
Entering Unmasked Estep 
Score: -8437470.000000 Penalty: 3645.366211
	Iteration 90Q: 3 clusters Score -8437470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 73154 members 
Entering Unmasked Estep 
Score: -8437470.000000 Penalty: 3645.366211
	Iteration 91F: 3 clusters Score -8437470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Entering Unmasked Estep 
Score: -997395.687500 Penalty: 1471.736450
	Iteration 0F: 2 clusters Score -997395.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -991238.500000 Penalty: 2943.472900
	Iteration 0F: 3 clusters Score -991238.5 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -993215.062500 Penalty: 2943.472900
	Iteration 1F: 3 clusters Score -993215.1 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -993469.437500 Penalty: 2943.472900
	Iteration 2F: 3 clusters Score -993469.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -993715.562500 Penalty: 2943.472900
	Iteration 3F: 3 clusters Score -993715.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -993959.750000 Penalty: 2943.472900
	Iteration 4Q: 3 clusters Score -993959.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -994228.750000 Penalty: 2943.472900
	Iteration 5Q: 3 clusters Score -994228.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -994508.750000 Penalty: 2943.472900
	Iteration 6F: 3 clusters Score -994508.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -994836.500000 Penalty: 2943.472900
	Iteration 7F: 3 clusters Score -994836.5 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -995204.687500 Penalty: 2943.472900
	Iteration 8F: 3 clusters Score -995204.7 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -995580.875000 Penalty: 2943.472900
	Iteration 9F: 3 clusters Score -995580.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -995898.250000 Penalty: 2943.472900
	Iteration 10Q: 3 clusters Score -995898.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -996095.187500 Penalty: 2943.472900
	Iteration 11Q: 3 clusters Score -996095.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -996218.625000 Penalty: 2943.472900
	Iteration 12Q: 3 clusters Score -996218.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -996289.312500 Penalty: 2943.472900
	Iteration 13Q: 3 clusters Score -996289.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -996333.562500 Penalty: 2943.472900
	Iteration 14Q: 3 clusters Score -996333.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -996359.687500 Penalty: 2943.472900
	Iteration 15Q: 3 clusters Score -996359.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -996371.375000 Penalty: 2943.472900
	Iteration 16Q: 3 clusters Score -996371.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -996379.750000 Penalty: 2943.472900
	Iteration 17Q: 3 clusters Score -996379.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -996384.187500 Penalty: 2943.472900
	Iteration 18Q: 3 clusters Score -996384.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -996388.187500 Penalty: 2943.472900
	Iteration 19Q: 3 clusters Score -996388.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -996391.937500 Penalty: 2943.472900
	Iteration 20F: 3 clusters Score -996391.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -996396.312500 Penalty: 2943.472900
	Iteration 21Q: 3 clusters Score -996396.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -996401.250000 Penalty: 2943.472900
	Iteration 22Q: 3 clusters Score -996401.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -996401.500000 Penalty: 2943.472900
	Iteration 23Q: 3 clusters Score -996401.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -996406.312500 Penalty: 2943.472900
	Iteration 24Q: 3 clusters Score -996406.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -996408.937500 Penalty: 2943.472900
	Iteration 25Q: 3 clusters Score -996408.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -996411.250000 Penalty: 2943.472900
	Iteration 26Q: 3 clusters Score -996411.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -996411.937500 Penalty: 2943.472900
	Iteration 27Q: 3 clusters Score -996411.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -996413.437500 Penalty: 2943.472900
	Iteration 28Q: 3 clusters Score -996413.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -996414.375000 Penalty: 2943.472900
	Iteration 29Q: 3 clusters Score -996414.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -996414.000000 Penalty: 2943.472900
	Iteration 30Q: 3 clusters Score -996414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -996414.437500 Penalty: 2943.472900
	Iteration 31Q: 3 clusters Score -996414.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -996416.187500 Penalty: 2943.472900
	Iteration 32Q: 3 clusters Score -996416.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -996415.875000 Penalty: 2943.472900
	Iteration 33Q: 3 clusters Score -996415.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -996416.562500 Penalty: 2943.472900
	Iteration 34Q: 3 clusters Score -996416.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -996418.625000 Penalty: 2943.472900
	Iteration 35Q: 3 clusters Score -996418.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -996416.875000 Penalty: 2943.472900
	Iteration 36Q: 3 clusters Score -996416.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -996419.375000 Penalty: 2943.472900
	Iteration 37Q: 3 clusters Score -996419.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -996418.625000 Penalty: 2943.472900
	Iteration 38Q: 3 clusters Score -996418.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -996420.000000 Penalty: 2943.472900
	Iteration 39Q: 3 clusters Score -996420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -996420.000000 Penalty: 2943.472900
	Iteration 40F: 3 clusters Score -996420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -996421.437500 Penalty: 2943.472900
	Iteration 41Q: 3 clusters Score -996421.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -996421.437500 Penalty: 2943.472900
	Iteration 42F: 3 clusters Score -996421.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (36316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36316 members 
Entering Unmasked Estep 
Score: -4139059.000000 Penalty: 1706.252197
	Iteration 0F: 2 clusters Score -4139059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -4114781.250000 Penalty: 3412.504395
	Iteration 0F: 3 clusters Score -4114781 nChanged 16763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -4124201.500000 Penalty: 3412.504395
	Iteration 1F: 3 clusters Score -4124202 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -4124654.750000 Penalty: 3412.504395
	Iteration 2Q: 3 clusters Score -4124655 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -4125068.500000 Penalty: 3412.504395
	Iteration 3Q: 3 clusters Score -4125068 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -4125521.500000 Penalty: 3412.504395
	Iteration 4Q: 3 clusters Score -4125522 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -4126020.500000 Penalty: 3412.504395
	Iteration 5Q: 3 clusters Score -4126020 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -4126630.750000 Penalty: 3412.504395
	Iteration 6Q: 3 clusters Score -4126631 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -4127546.500000 Penalty: 3412.504395
	Iteration 7Q: 3 clusters Score -4127546 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -4129000.750000 Penalty: 3412.504395
	Iteration 8F: 3 clusters Score -4129001 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -4130777.750000 Penalty: 3412.504395
	Iteration 9F: 3 clusters Score -4130778 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -4132309.500000 Penalty: 3412.504395
	Iteration 10F: 3 clusters Score -4132310 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -4133289.750000 Penalty: 3412.504395
	Iteration 11Q: 3 clusters Score -4133290 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -4133739.000000 Penalty: 3412.504395
	Iteration 12Q: 3 clusters Score -4133739 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -4133974.750000 Penalty: 3412.504395
	Iteration 13Q: 3 clusters Score -4133975 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -4134143.250000 Penalty: 3412.504395
	Iteration 14Q: 3 clusters Score -4134143 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -4134283.250000 Penalty: 3412.504395
	Iteration 15Q: 3 clusters Score -4134283 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 26848 members 
Entering Unmasked Estep 
Score: -4134423.750000 Penalty: 3412.504395
	Iteration 16Q: 3 clusters Score -4134424 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -4134564.500000 Penalty: 3412.504395
	Iteration 17Q: 3 clusters Score -4134564 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 27673 members 
Entering Unmasked Estep 
Score: -4134670.750000 Penalty: 3412.504395
	Iteration 18Q: 3 clusters Score -4134671 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -4134763.250000 Penalty: 3412.504395
	Iteration 19Q: 3 clusters Score -4134763 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 28465 members 
Entering Unmasked Estep 
Score: -4134857.250000 Penalty: 3412.504395
	Iteration 20F: 3 clusters Score -4134857 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -4134946.500000 Penalty: 3412.504395
	Iteration 21Q: 3 clusters Score -4134946 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -4135056.000000 Penalty: 3412.504395
	Iteration 22Q: 3 clusters Score -4135056 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 29632 members 
Entering Unmasked Estep 
Score: -4135184.250000 Penalty: 3412.504395
	Iteration 23Q: 3 clusters Score -4135184 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 30073 members 
Entering Unmasked Estep 
Score: -4135350.750000 Penalty: 3412.504395
	Iteration 24Q: 3 clusters Score -4135351 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 30492 members 
Entering Unmasked Estep 
Score: -4135483.500000 Penalty: 3412.504395
	Iteration 25Q: 3 clusters Score -4135484 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 30904 members 
Entering Unmasked Estep 
Score: -4135616.500000 Penalty: 3412.504395
	Iteration 26Q: 3 clusters Score -4135616 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 31287 members 
Entering Unmasked Estep 
Score: -4135738.000000 Penalty: 3412.504395
	Iteration 27Q: 3 clusters Score -4135738 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 31670 members 
Entering Unmasked Estep 
Score: -4135861.500000 Penalty: 3412.504395
	Iteration 28Q: 3 clusters Score -4135862 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 32036 members 
Entering Unmasked Estep 
Score: -4135978.750000 Penalty: 3412.504395
	Iteration 29Q: 3 clusters Score -4135979 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 32347 members 
Entering Unmasked Estep 
Score: -4136084.500000 Penalty: 3412.504395
	Iteration 30Q: 3 clusters Score -4136084 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 32658 members 
Entering Unmasked Estep 
Score: -4136205.250000 Penalty: 3412.504395
	Iteration 31Q: 3 clusters Score -4136205 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 32987 members 
Entering Unmasked Estep 
Score: -4136318.500000 Penalty: 3412.504395
	Iteration 32Q: 3 clusters Score -4136318 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 33284 members 
Entering Unmasked Estep 
Score: -4136444.000000 Penalty: 3412.504395
	Iteration 33Q: 3 clusters Score -4136444 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -4136537.000000 Penalty: 3412.504395
	Iteration 34Q: 3 clusters Score -4136537 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 33838 members 
Entering Unmasked Estep 
Score: -4136654.500000 Penalty: 3412.504395
	Iteration 35Q: 3 clusters Score -4136654 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 34102 members 
Entering Unmasked Estep 
Score: -4136793.750000 Penalty: 3412.504395
	Iteration 36Q: 3 clusters Score -4136794 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 34356 members 
Entering Unmasked Estep 
Score: -4136905.500000 Penalty: 3412.504395
	Iteration 37Q: 3 clusters Score -4136906 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
Score: -4137005.500000 Penalty: 3412.504395
	Iteration 38Q: 3 clusters Score -4137006 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
Score: -4137100.750000 Penalty: 3412.504395
	Iteration 39Q: 3 clusters Score -4137101 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 34943 members 
Entering Unmasked Estep 
Score: -4137173.500000 Penalty: 3412.504395
	Iteration 40F: 3 clusters Score -4137174 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
Score: -4137229.750000 Penalty: 3412.504395
	Iteration 41Q: 3 clusters Score -4137230 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 35200 members 
Entering Unmasked Estep 
Score: -4137277.000000 Penalty: 3412.504395
	Iteration 42Q: 3 clusters Score -4137277 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -4137321.750000 Penalty: 3412.504395
	Iteration 43Q: 3 clusters Score -4137322 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 35385 members 
Entering Unmasked Estep 
Score: -4137374.000000 Penalty: 3412.504395
	Iteration 44Q: 3 clusters Score -4137374 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 35465 members 
Entering Unmasked Estep 
Score: -4137424.750000 Penalty: 3412.504395
	Iteration 45Q: 3 clusters Score -4137425 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 35534 members 
Entering Unmasked Estep 
Score: -4137464.500000 Penalty: 3412.504395
	Iteration 46Q: 3 clusters Score -4137464 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 35581 members 
Entering Unmasked Estep 
Score: -4137485.500000 Penalty: 3412.504395
	Iteration 47Q: 3 clusters Score -4137486 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 35618 members 
Entering Unmasked Estep 
Score: -4137502.750000 Penalty: 3412.504395
	Iteration 48Q: 3 clusters Score -4137503 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -4137519.500000 Penalty: 3412.504395
	Iteration 49Q: 3 clusters Score -4137520 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 35670 members 
Entering Unmasked Estep 
Score: -4137528.750000 Penalty: 3412.504395
	Iteration 50Q: 3 clusters Score -4137529 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 35686 members 
Entering Unmasked Estep 
Score: -4137540.000000 Penalty: 3412.504395
	Iteration 51Q: 3 clusters Score -4137540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -4137553.500000 Penalty: 3412.504395
	Iteration 52Q: 3 clusters Score -4137554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 35707 members 
Entering Unmasked Estep 
Score: -4137557.750000 Penalty: 3412.504395
	Iteration 53Q: 3 clusters Score -4137558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 35712 members 
Entering Unmasked Estep 
Score: -4137564.250000 Penalty: 3412.504395
	Iteration 54Q: 3 clusters Score -4137564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 35718 members 
Entering Unmasked Estep 
Score: -4137566.500000 Penalty: 3412.504395
	Iteration 55Q: 3 clusters Score -4137566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 35722 members 
Entering Unmasked Estep 
Score: -4137570.000000 Penalty: 3412.504395
	Iteration 56Q: 3 clusters Score -4137570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 35732 members 
Entering Unmasked Estep 
Score: -4137571.250000 Penalty: 3412.504395
	Iteration 57Q: 3 clusters Score -4137571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 35741 members 
Entering Unmasked Estep 
Score: -4137577.000000 Penalty: 3412.504395
	Iteration 58Q: 3 clusters Score -4137577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -4137582.250000 Penalty: 3412.504395
	Iteration 59Q: 3 clusters Score -4137582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 35763 members 
Entering Unmasked Estep 
Score: -4137600.000000 Penalty: 3412.504395
	Iteration 60F: 3 clusters Score -4137600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 35775 members 
Entering Unmasked Estep 
Score: -4137601.250000 Penalty: 3412.504395
	Iteration 61Q: 3 clusters Score -4137601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -4137605.000000 Penalty: 3412.504395
	Iteration 62Q: 3 clusters Score -4137605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 35796 members 
Entering Unmasked Estep 
Score: -4137609.250000 Penalty: 3412.504395
	Iteration 63Q: 3 clusters Score -4137609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 35801 members 
Entering Unmasked Estep 
Score: -4137615.500000 Penalty: 3412.504395
	Iteration 64Q: 3 clusters Score -4137616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 35808 members 
Entering Unmasked Estep 
Score: -4137619.750000 Penalty: 3412.504395
	Iteration 65Q: 3 clusters Score -4137620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 35815 members 
Entering Unmasked Estep 
Score: -4137619.750000 Penalty: 3412.504395
	Iteration 66Q: 3 clusters Score -4137620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 35821 members 
Entering Unmasked Estep 
Score: -4137627.250000 Penalty: 3412.504395
	Iteration 67Q: 3 clusters Score -4137627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 35824 members 
Entering Unmasked Estep 
Score: -4137630.500000 Penalty: 3412.504395
	Iteration 68Q: 3 clusters Score -4137630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -4137633.000000 Penalty: 3412.504395
	Iteration 69Q: 3 clusters Score -4137633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 35832 members 
Entering Unmasked Estep 
Score: -4137630.250000 Penalty: 3412.504395
	Iteration 70Q: 3 clusters Score -4137630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 35837 members 
Entering Unmasked Estep 
Score: -4137629.250000 Penalty: 3412.504395
	Iteration 71Q: 3 clusters Score -4137629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -4137631.500000 Penalty: 3412.504395
	Iteration 72Q: 3 clusters Score -4137632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 35844 members 
Entering Unmasked Estep 
Score: -4137630.500000 Penalty: 3412.504395
	Iteration 73Q: 3 clusters Score -4137630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
Score: -4137636.750000 Penalty: 3412.504395
	Iteration 74Q: 3 clusters Score -4137637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -4137638.000000 Penalty: 3412.504395
	Iteration 75Q: 3 clusters Score -4137638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 35850 members 
Entering Unmasked Estep 
Score: -4137641.250000 Penalty: 3412.504395
	Iteration 76Q: 3 clusters Score -4137641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 35853 members 
Entering Unmasked Estep 
Score: -4137640.750000 Penalty: 3412.504395
	Iteration 77Q: 3 clusters Score -4137641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 35854 members 
Entering Unmasked Estep 
Score: -4137645.750000 Penalty: 3412.504395
	Iteration 78Q: 3 clusters Score -4137646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 35854 members 
Entering Unmasked Estep 
Score: -4137649.000000 Penalty: 3412.504395
	Iteration 79Q: 3 clusters Score -4137649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 35854 members 
Entering Unmasked Estep 
Score: -4137649.000000 Penalty: 3412.504395
	Iteration 80F: 3 clusters Score -4137649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (31864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Entering Unmasked Estep 
Score: -3816113.250000 Penalty: 1685.000244
	Iteration 0F: 2 clusters Score -3816113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -3794524.750000 Penalty: 3370.000488
	Iteration 0F: 3 clusters Score -3794525 nChanged 14754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -3802847.500000 Penalty: 3370.000488
	Iteration 1F: 3 clusters Score -3802848 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -3803316.000000 Penalty: 3370.000488
	Iteration 2Q: 3 clusters Score -3803316 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -3803809.250000 Penalty: 3370.000488
	Iteration 3Q: 3 clusters Score -3803809 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -3804362.750000 Penalty: 3370.000488
	Iteration 4Q: 3 clusters Score -3804363 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -3804994.250000 Penalty: 3370.000488
	Iteration 5Q: 3 clusters Score -3804994 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -3805900.750000 Penalty: 3370.000488
	Iteration 6F: 3 clusters Score -3805901 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -3806991.000000 Penalty: 3370.000488
	Iteration 7F: 3 clusters Score -3806991 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -3808294.000000 Penalty: 3370.000488
	Iteration 8F: 3 clusters Score -3808294 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -3809548.750000 Penalty: 3370.000488
	Iteration 9F: 3 clusters Score -3809549 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -3810493.250000 Penalty: 3370.000488
	Iteration 10Q: 3 clusters Score -3810493 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -3811022.750000 Penalty: 3370.000488
	Iteration 11Q: 3 clusters Score -3811023 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -3811387.500000 Penalty: 3370.000488
	Iteration 12Q: 3 clusters Score -3811388 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -3811663.500000 Penalty: 3370.000488
	Iteration 13Q: 3 clusters Score -3811664 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -3811923.000000 Penalty: 3370.000488
	Iteration 14Q: 3 clusters Score -3811923 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -3812260.750000 Penalty: 3370.000488
	Iteration 15Q: 3 clusters Score -3812261 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -3812548.750000 Penalty: 3370.000488
	Iteration 16Q: 3 clusters Score -3812549 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -3812785.250000 Penalty: 3370.000488
	Iteration 17Q: 3 clusters Score -3812785 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -3812962.750000 Penalty: 3370.000488
	Iteration 18Q: 3 clusters Score -3812963 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -3813090.250000 Penalty: 3370.000488
	Iteration 19Q: 3 clusters Score -3813090 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -3813172.750000 Penalty: 3370.000488
	Iteration 20F: 3 clusters Score -3813173 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -3813265.000000 Penalty: 3370.000488
	Iteration 21Q: 3 clusters Score -3813265 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -3813319.250000 Penalty: 3370.000488
	Iteration 22Q: 3 clusters Score -3813319 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -3813355.500000 Penalty: 3370.000488
	Iteration 23Q: 3 clusters Score -3813356 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -3813394.500000 Penalty: 3370.000488
	Iteration 24Q: 3 clusters Score -3813394 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -3813424.000000 Penalty: 3370.000488
	Iteration 25Q: 3 clusters Score -3813424 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -3813436.250000 Penalty: 3370.000488
	Iteration 26Q: 3 clusters Score -3813436 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -3813460.000000 Penalty: 3370.000488
	Iteration 27Q: 3 clusters Score -3813460 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -3813480.000000 Penalty: 3370.000488
	Iteration 28Q: 3 clusters Score -3813480 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -3813493.750000 Penalty: 3370.000488
	Iteration 29Q: 3 clusters Score -3813494 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -3813502.500000 Penalty: 3370.000488
	Iteration 30Q: 3 clusters Score -3813502 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -3813528.500000 Penalty: 3370.000488
	Iteration 31Q: 3 clusters Score -3813528 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -3813530.250000 Penalty: 3370.000488
	Iteration 32Q: 3 clusters Score -3813530 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -3813550.500000 Penalty: 3370.000488
	Iteration 33Q: 3 clusters Score -3813550 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -3813554.500000 Penalty: 3370.000488
	Iteration 34Q: 3 clusters Score -3813554 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -3813583.000000 Penalty: 3370.000488
	Iteration 35Q: 3 clusters Score -3813583 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 26652 members 
Entering Unmasked Estep 
Score: -3813614.500000 Penalty: 3370.000488
	Iteration 36Q: 3 clusters Score -3813614 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 26726 members 
Entering Unmasked Estep 
Score: -3813631.750000 Penalty: 3370.000488
	Iteration 37Q: 3 clusters Score -3813632 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 26797 members 
Entering Unmasked Estep 
Score: -3813632.500000 Penalty: 3370.000488
	Iteration 38Q: 3 clusters Score -3813632 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -3813621.500000 Penalty: 3370.000488
	Iteration 39Q: 3 clusters Score -3813622 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -3813639.500000 Penalty: 3370.000488
	Iteration 40F: 3 clusters Score -3813640 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -3813647.500000 Penalty: 3370.000488
	Iteration 41Q: 3 clusters Score -3813648 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -3813663.500000 Penalty: 3370.000488
	Iteration 42Q: 3 clusters Score -3813664 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 27138 members 
Entering Unmasked Estep 
Score: -3813675.750000 Penalty: 3370.000488
	Iteration 43Q: 3 clusters Score -3813676 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 27211 members 
Entering Unmasked Estep 
Score: -3813687.750000 Penalty: 3370.000488
	Iteration 44Q: 3 clusters Score -3813688 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -3813694.250000 Penalty: 3370.000488
	Iteration 45Q: 3 clusters Score -3813694 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -3813713.000000 Penalty: 3370.000488
	Iteration 46Q: 3 clusters Score -3813713 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -3813715.500000 Penalty: 3370.000488
	Iteration 47Q: 3 clusters Score -3813716 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
Score: -3813733.000000 Penalty: 3370.000488
	Iteration 48Q: 3 clusters Score -3813733 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -3813755.750000 Penalty: 3370.000488
	Iteration 49Q: 3 clusters Score -3813756 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -3813773.750000 Penalty: 3370.000488
	Iteration 50Q: 3 clusters Score -3813774 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
Score: -3813779.250000 Penalty: 3370.000488
	Iteration 51Q: 3 clusters Score -3813779 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 27854 members 
Entering Unmasked Estep 
Score: -3813786.250000 Penalty: 3370.000488
	Iteration 52Q: 3 clusters Score -3813786 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 27903 members 
Entering Unmasked Estep 
Score: -3813794.750000 Penalty: 3370.000488
	Iteration 53Q: 3 clusters Score -3813795 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
Score: -3813810.000000 Penalty: 3370.000488
	Iteration 54Q: 3 clusters Score -3813810 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -3813822.000000 Penalty: 3370.000488
	Iteration 55Q: 3 clusters Score -3813822 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 28094 members 
Entering Unmasked Estep 
Score: -3813834.000000 Penalty: 3370.000488
	Iteration 56Q: 3 clusters Score -3813834 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -3813841.750000 Penalty: 3370.000488
	Iteration 57Q: 3 clusters Score -3813842 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -3813850.500000 Penalty: 3370.000488
	Iteration 58Q: 3 clusters Score -3813850 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -3813867.500000 Penalty: 3370.000488
	Iteration 59Q: 3 clusters Score -3813868 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -3813869.500000 Penalty: 3370.000488
	Iteration 60F: 3 clusters Score -3813870 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -3813869.500000 Penalty: 3370.000488
	Iteration 61Q: 3 clusters Score -3813870 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 28411 members 
Entering Unmasked Estep 
Score: -3813870.750000 Penalty: 3370.000488
	Iteration 62Q: 3 clusters Score -3813871 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -3813876.500000 Penalty: 3370.000488
	Iteration 63Q: 3 clusters Score -3813876 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 28478 members 
Entering Unmasked Estep 
Score: -3813887.500000 Penalty: 3370.000488
	Iteration 64Q: 3 clusters Score -3813888 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
Score: -3813889.750000 Penalty: 3370.000488
	Iteration 65Q: 3 clusters Score -3813890 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -3813887.250000 Penalty: 3370.000488
	Iteration 66Q: 3 clusters Score -3813887 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 28576 members 
Entering Unmasked Estep 
Score: -3813888.250000 Penalty: 3370.000488
	Iteration 67Q: 3 clusters Score -3813888 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 28615 members 
Entering Unmasked Estep 
Score: -3813886.250000 Penalty: 3370.000488
	Iteration 68Q: 3 clusters Score -3813886 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -3813895.000000 Penalty: 3370.000488
	Iteration 69Q: 3 clusters Score -3813895 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 28680 members 
Entering Unmasked Estep 
Score: -3813902.750000 Penalty: 3370.000488
	Iteration 70Q: 3 clusters Score -3813903 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 28714 members 
Entering Unmasked Estep 
Score: -3813903.750000 Penalty: 3370.000488
	Iteration 71Q: 3 clusters Score -3813904 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 28745 members 
Entering Unmasked Estep 
Score: -3813910.000000 Penalty: 3370.000488
	Iteration 72Q: 3 clusters Score -3813910 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -3813907.000000 Penalty: 3370.000488
	Iteration 73Q: 3 clusters Score -3813907 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
Score: -3813913.250000 Penalty: 3370.000488
	Iteration 74Q: 3 clusters Score -3813913 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 28862 members 
Entering Unmasked Estep 
Score: -3813931.750000 Penalty: 3370.000488
	Iteration 75Q: 3 clusters Score -3813932 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 28902 members 
Entering Unmasked Estep 
Score: -3813936.500000 Penalty: 3370.000488
	Iteration 76Q: 3 clusters Score -3813936 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 28948 members 
Entering Unmasked Estep 
Score: -3813943.000000 Penalty: 3370.000488
	Iteration 77Q: 3 clusters Score -3813943 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -3813950.500000 Penalty: 3370.000488
	Iteration 78Q: 3 clusters Score -3813950 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -3813957.000000 Penalty: 3370.000488
	Iteration 79Q: 3 clusters Score -3813957 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 29118 members 
Entering Unmasked Estep 
Score: -3813981.250000 Penalty: 3370.000488
	Iteration 80F: 3 clusters Score -3813981 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 29175 members 
Entering Unmasked Estep 
Score: -3813993.000000 Penalty: 3370.000488
	Iteration 81Q: 3 clusters Score -3813993 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 29234 members 
Entering Unmasked Estep 
Score: -3814005.500000 Penalty: 3370.000488
	Iteration 82Q: 3 clusters Score -3814006 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 29300 members 
Entering Unmasked Estep 
Score: -3814012.000000 Penalty: 3370.000488
	Iteration 83Q: 3 clusters Score -3814012 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 29377 members 
Entering Unmasked Estep 
Score: -3814020.750000 Penalty: 3370.000488
	Iteration 84Q: 3 clusters Score -3814021 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -3814039.750000 Penalty: 3370.000488
	Iteration 85Q: 3 clusters Score -3814040 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 29513 members 
Entering Unmasked Estep 
Score: -3814062.500000 Penalty: 3370.000488
	Iteration 86Q: 3 clusters Score -3814062 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 29585 members 
Entering Unmasked Estep 
Score: -3814068.000000 Penalty: 3370.000488
	Iteration 87Q: 3 clusters Score -3814068 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
Score: -3814103.000000 Penalty: 3370.000488
	Iteration 88Q: 3 clusters Score -3814103 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 29750 members 
Entering Unmasked Estep 
Score: -3814126.000000 Penalty: 3370.000488
	Iteration 89Q: 3 clusters Score -3814126 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 29844 members 
Entering Unmasked Estep 
Score: -3814138.500000 Penalty: 3370.000488
	Iteration 90Q: 3 clusters Score -3814138 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 29941 members 
Entering Unmasked Estep 
Score: -3814175.750000 Penalty: 3370.000488
	Iteration 91Q: 3 clusters Score -3814176 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -3814210.250000 Penalty: 3370.000488
	Iteration 92Q: 3 clusters Score -3814210 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -3814226.500000 Penalty: 3370.000488
	Iteration 93Q: 3 clusters Score -3814226 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 30165 members 
Entering Unmasked Estep 
Score: -3814257.000000 Penalty: 3370.000488
	Iteration 94Q: 3 clusters Score -3814257 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 30215 members 
Entering Unmasked Estep 
Score: -3814265.500000 Penalty: 3370.000488
	Iteration 95Q: 3 clusters Score -3814266 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -3814272.750000 Penalty: 3370.000488
	Iteration 96Q: 3 clusters Score -3814273 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 30292 members 
Entering Unmasked Estep 
Score: -3814283.500000 Penalty: 3370.000488
	Iteration 97Q: 3 clusters Score -3814284 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 30330 members 
Entering Unmasked Estep 
Score: -3814301.250000 Penalty: 3370.000488
	Iteration 98Q: 3 clusters Score -3814301 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 30367 members 
Entering Unmasked Estep 
Score: -3814307.500000 Penalty: 3370.000488
	Iteration 99Q: 3 clusters Score -3814308 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -3814318.500000 Penalty: 3370.000488
	Iteration 100F: 3 clusters Score -3814318 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 30447 members 
Entering Unmasked Estep 
Score: -3814322.500000 Penalty: 3370.000488
	Iteration 101Q: 3 clusters Score -3814322 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 30495 members 
Entering Unmasked Estep 
Score: -3814331.500000 Penalty: 3370.000488
	Iteration 102Q: 3 clusters Score -3814332 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 30533 members 
Entering Unmasked Estep 
Score: -3814342.750000 Penalty: 3370.000488
	Iteration 103Q: 3 clusters Score -3814343 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 30571 members 
Entering Unmasked Estep 
Score: -3814354.750000 Penalty: 3370.000488
	Iteration 104Q: 3 clusters Score -3814355 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 30612 members 
Entering Unmasked Estep 
Score: -3814361.500000 Penalty: 3370.000488
	Iteration 105Q: 3 clusters Score -3814362 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -3814387.000000 Penalty: 3370.000488
	Iteration 106Q: 3 clusters Score -3814387 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -3814396.250000 Penalty: 3370.000488
	Iteration 107Q: 3 clusters Score -3814396 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 30739 members 
Entering Unmasked Estep 
Score: -3814408.250000 Penalty: 3370.000488
	Iteration 108Q: 3 clusters Score -3814408 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -3814417.000000 Penalty: 3370.000488
	Iteration 109Q: 3 clusters Score -3814417 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 30814 members 
Entering Unmasked Estep 
Score: -3814423.750000 Penalty: 3370.000488
	Iteration 110Q: 3 clusters Score -3814424 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 30855 members 
Entering Unmasked Estep 
Score: -3814440.750000 Penalty: 3370.000488
	Iteration 111Q: 3 clusters Score -3814441 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
Score: -3814448.000000 Penalty: 3370.000488
	Iteration 112Q: 3 clusters Score -3814448 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 30907 members 
Entering Unmasked Estep 
Score: -3814454.250000 Penalty: 3370.000488
	Iteration 113Q: 3 clusters Score -3814454 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 30930 members 
Entering Unmasked Estep 
Score: -3814465.500000 Penalty: 3370.000488
	Iteration 114Q: 3 clusters Score -3814466 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 30953 members 
Entering Unmasked Estep 
Score: -3814469.500000 Penalty: 3370.000488
	Iteration 115Q: 3 clusters Score -3814470 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 30979 members 
Entering Unmasked Estep 
Score: -3814487.750000 Penalty: 3370.000488
	Iteration 116Q: 3 clusters Score -3814488 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -3814502.000000 Penalty: 3370.000488
	Iteration 117Q: 3 clusters Score -3814502 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 31036 members 
Entering Unmasked Estep 
Score: -3814506.750000 Penalty: 3370.000488
	Iteration 118Q: 3 clusters Score -3814507 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 31051 members 
Entering Unmasked Estep 
Score: -3814509.250000 Penalty: 3370.000488
	Iteration 119Q: 3 clusters Score -3814509 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -3814516.500000 Penalty: 3370.000488
	Iteration 120F: 3 clusters Score -3814516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 31075 members 
Entering Unmasked Estep 
Score: -3814519.500000 Penalty: 3370.000488
	Iteration 121Q: 3 clusters Score -3814520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 31088 members 
Entering Unmasked Estep 
Score: -3814523.500000 Penalty: 3370.000488
	Iteration 122Q: 3 clusters Score -3814524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 31094 members 
Entering Unmasked Estep 
Score: -3814524.000000 Penalty: 3370.000488
	Iteration 123Q: 3 clusters Score -3814524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 31102 members 
Entering Unmasked Estep 
Score: -3814532.250000 Penalty: 3370.000488
	Iteration 124Q: 3 clusters Score -3814532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 31107 members 
Entering Unmasked Estep 
Score: -3814526.250000 Penalty: 3370.000488
	Iteration 125Q: 3 clusters Score -3814526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 31113 members 
Entering Unmasked Estep 
Score: -3814527.250000 Penalty: 3370.000488
	Iteration 126Q: 3 clusters Score -3814527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 31122 members 
Entering Unmasked Estep 
Score: -3814534.250000 Penalty: 3370.000488
	Iteration 127Q: 3 clusters Score -3814534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 31128 members 
Entering Unmasked Estep 
Score: -3814537.250000 Penalty: 3370.000488
	Iteration 128Q: 3 clusters Score -3814537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 31135 members 
Entering Unmasked Estep 
Score: -3814542.750000 Penalty: 3370.000488
	Iteration 129Q: 3 clusters Score -3814543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -3814549.500000 Penalty: 3370.000488
	Iteration 130Q: 3 clusters Score -3814550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 31158 members 
Entering Unmasked Estep 
Score: -3814549.750000 Penalty: 3370.000488
	Iteration 131Q: 3 clusters Score -3814550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 31168 members 
Entering Unmasked Estep 
Score: -3814554.750000 Penalty: 3370.000488
	Iteration 132Q: 3 clusters Score -3814555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 31175 members 
Entering Unmasked Estep 
Score: -3814555.500000 Penalty: 3370.000488
	Iteration 133Q: 3 clusters Score -3814556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 31180 members 
Entering Unmasked Estep 
Score: -3814559.750000 Penalty: 3370.000488
	Iteration 134Q: 3 clusters Score -3814560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 31185 members 
Entering Unmasked Estep 
Score: -3814566.500000 Penalty: 3370.000488
	Iteration 135Q: 3 clusters Score -3814566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -3814573.250000 Penalty: 3370.000488
	Iteration 136Q: 3 clusters Score -3814573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 31198 members 
Entering Unmasked Estep 
Score: -3814574.500000 Penalty: 3370.000488
	Iteration 137Q: 3 clusters Score -3814574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
Score: -3814579.750000 Penalty: 3370.000488
	Iteration 138Q: 3 clusters Score -3814580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 31211 members 
Entering Unmasked Estep 
Score: -3814585.250000 Penalty: 3370.000488
	Iteration 139Q: 3 clusters Score -3814585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -3814587.750000 Penalty: 3370.000488
	Iteration 140F: 3 clusters Score -3814588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 31231 members 
Entering Unmasked Estep 
Score: -3814593.500000 Penalty: 3370.000488
	Iteration 141Q: 3 clusters Score -3814594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 31242 members 
Entering Unmasked Estep 
Score: -3814605.000000 Penalty: 3370.000488
	Iteration 142Q: 3 clusters Score -3814605 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -3814609.000000 Penalty: 3370.000488
	Iteration 143Q: 3 clusters Score -3814609 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 31261 members 
Entering Unmasked Estep 
Score: -3814615.500000 Penalty: 3370.000488
	Iteration 144Q: 3 clusters Score -3814616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 31267 members 
Entering Unmasked Estep 
Score: -3814614.250000 Penalty: 3370.000488
	Iteration 145Q: 3 clusters Score -3814614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 31274 members 
Entering Unmasked Estep 
Score: -3814614.500000 Penalty: 3370.000488
	Iteration 146Q: 3 clusters Score -3814614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -3814621.750000 Penalty: 3370.000488
	Iteration 147Q: 3 clusters Score -3814622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -3814624.000000 Penalty: 3370.000488
	Iteration 148Q: 3 clusters Score -3814624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -3814624.000000 Penalty: 3370.000488
	Iteration 149F: 3 clusters Score -3814624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Entering Unmasked Estep 
Score: -1767063.750000 Penalty: 1574.863770
	Iteration 0F: 2 clusters Score -1767064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1755896.625000 Penalty: 3149.727539
	Iteration 0F: 3 clusters Score -1755897 nChanged 7230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1759671.750000 Penalty: 3149.727539
	Iteration 1F: 3 clusters Score -1759672 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1759950.625000 Penalty: 3149.727539
	Iteration 2F: 3 clusters Score -1759951 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1760161.625000 Penalty: 3149.727539
	Iteration 3Q: 3 clusters Score -1760162 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1760355.625000 Penalty: 3149.727539
	Iteration 4Q: 3 clusters Score -1760356 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1760539.750000 Penalty: 3149.727539
	Iteration 5Q: 3 clusters Score -1760540 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1760710.250000 Penalty: 3149.727539
	Iteration 6Q: 3 clusters Score -1760710 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1760871.125000 Penalty: 3149.727539
	Iteration 7Q: 3 clusters Score -1760871 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1761058.375000 Penalty: 3149.727539
	Iteration 8Q: 3 clusters Score -1761058 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1761272.125000 Penalty: 3149.727539
	Iteration 9Q: 3 clusters Score -1761272 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1761525.625000 Penalty: 3149.727539
	Iteration 10Q: 3 clusters Score -1761526 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1761857.125000 Penalty: 3149.727539
	Iteration 11Q: 3 clusters Score -1761857 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1762286.375000 Penalty: 3149.727539
	Iteration 12Q: 3 clusters Score -1762286 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1762702.125000 Penalty: 3149.727539
	Iteration 13Q: 3 clusters Score -1762702 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1763034.000000 Penalty: 3149.727539
	Iteration 14Q: 3 clusters Score -1763034 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1763334.000000 Penalty: 3149.727539
	Iteration 15Q: 3 clusters Score -1763334 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1763566.250000 Penalty: 3149.727539
	Iteration 16Q: 3 clusters Score -1763566 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1763717.625000 Penalty: 3149.727539
	Iteration 17Q: 3 clusters Score -1763718 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1763854.625000 Penalty: 3149.727539
	Iteration 18Q: 3 clusters Score -1763855 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1763960.000000 Penalty: 3149.727539
	Iteration 19Q: 3 clusters Score -1763960 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1764046.375000 Penalty: 3149.727539
	Iteration 20F: 3 clusters Score -1764046 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1764127.250000 Penalty: 3149.727539
	Iteration 21Q: 3 clusters Score -1764127 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1764211.125000 Penalty: 3149.727539
	Iteration 22Q: 3 clusters Score -1764211 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1764285.375000 Penalty: 3149.727539
	Iteration 23Q: 3 clusters Score -1764285 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1764357.875000 Penalty: 3149.727539
	Iteration 24Q: 3 clusters Score -1764358 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1764430.875000 Penalty: 3149.727539
	Iteration 25Q: 3 clusters Score -1764431 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1764497.000000 Penalty: 3149.727539
	Iteration 26Q: 3 clusters Score -1764497 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1764573.000000 Penalty: 3149.727539
	Iteration 27Q: 3 clusters Score -1764573 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1764641.250000 Penalty: 3149.727539
	Iteration 28Q: 3 clusters Score -1764641 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1764696.625000 Penalty: 3149.727539
	Iteration 29Q: 3 clusters Score -1764697 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1764762.750000 Penalty: 3149.727539
	Iteration 30Q: 3 clusters Score -1764763 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1764826.625000 Penalty: 3149.727539
	Iteration 31Q: 3 clusters Score -1764827 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1764887.125000 Penalty: 3149.727539
	Iteration 32Q: 3 clusters Score -1764887 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1764935.000000 Penalty: 3149.727539
	Iteration 33Q: 3 clusters Score -1764935 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1764995.500000 Penalty: 3149.727539
	Iteration 34Q: 3 clusters Score -1764996 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1765073.875000 Penalty: 3149.727539
	Iteration 35Q: 3 clusters Score -1765074 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1765155.750000 Penalty: 3149.727539
	Iteration 36Q: 3 clusters Score -1765156 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1765226.500000 Penalty: 3149.727539
	Iteration 37Q: 3 clusters Score -1765226 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1765277.375000 Penalty: 3149.727539
	Iteration 38Q: 3 clusters Score -1765277 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1765313.250000 Penalty: 3149.727539
	Iteration 39Q: 3 clusters Score -1765313 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1765353.875000 Penalty: 3149.727539
	Iteration 40F: 3 clusters Score -1765354 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1765386.000000 Penalty: 3149.727539
	Iteration 41Q: 3 clusters Score -1765386 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1765424.625000 Penalty: 3149.727539
	Iteration 42Q: 3 clusters Score -1765425 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1765459.875000 Penalty: 3149.727539
	Iteration 43Q: 3 clusters Score -1765460 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1765492.250000 Penalty: 3149.727539
	Iteration 44Q: 3 clusters Score -1765492 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1765527.000000 Penalty: 3149.727539
	Iteration 45Q: 3 clusters Score -1765527 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1765550.125000 Penalty: 3149.727539
	Iteration 46Q: 3 clusters Score -1765550 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1765574.375000 Penalty: 3149.727539
	Iteration 47Q: 3 clusters Score -1765574 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1765594.375000 Penalty: 3149.727539
	Iteration 48Q: 3 clusters Score -1765594 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1765611.125000 Penalty: 3149.727539
	Iteration 49Q: 3 clusters Score -1765611 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1765635.500000 Penalty: 3149.727539
	Iteration 50Q: 3 clusters Score -1765636 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1765649.000000 Penalty: 3149.727539
	Iteration 51Q: 3 clusters Score -1765649 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1765655.750000 Penalty: 3149.727539
	Iteration 52Q: 3 clusters Score -1765656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1765668.500000 Penalty: 3149.727539
	Iteration 53Q: 3 clusters Score -1765668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1765674.500000 Penalty: 3149.727539
	Iteration 54Q: 3 clusters Score -1765674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1765682.875000 Penalty: 3149.727539
	Iteration 55Q: 3 clusters Score -1765683 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1765692.375000 Penalty: 3149.727539
	Iteration 56Q: 3 clusters Score -1765692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1765701.375000 Penalty: 3149.727539
	Iteration 57Q: 3 clusters Score -1765701 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1765707.875000 Penalty: 3149.727539
	Iteration 58Q: 3 clusters Score -1765708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1765712.500000 Penalty: 3149.727539
	Iteration 59Q: 3 clusters Score -1765712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1765713.750000 Penalty: 3149.727539
	Iteration 60F: 3 clusters Score -1765714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1765715.000000 Penalty: 3149.727539
	Iteration 61Q: 3 clusters Score -1765715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1765713.875000 Penalty: 3149.727539
	Iteration 62Q: 3 clusters Score -1765714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1765713.750000 Penalty: 3149.727539
	Iteration 63Q: 3 clusters Score -1765714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1765713.250000 Penalty: 3149.727539
	Iteration 64Q: 3 clusters Score -1765713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1765715.000000 Penalty: 3149.727539
	Iteration 65Q: 3 clusters Score -1765715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1765715.000000 Penalty: 3149.727539
	Iteration 66F: 3 clusters Score -1765715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -916176.250000 Penalty: 1463.278564
	Iteration 0F: 2 clusters Score -916176.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -910186.750000 Penalty: 2926.557129
	Iteration 0F: 3 clusters Score -910186.8 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -912078.375000 Penalty: 2926.557129
	Iteration 1F: 3 clusters Score -912078.4 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -912314.375000 Penalty: 2926.557129
	Iteration 2F: 3 clusters Score -912314.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -912474.375000 Penalty: 2926.557129
	Iteration 3F: 3 clusters Score -912474.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -912594.812500 Penalty: 2926.557129
	Iteration 4Q: 3 clusters Score -912594.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -912688.625000 Penalty: 2926.557129
	Iteration 5Q: 3 clusters Score -912688.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -912765.000000 Penalty: 2926.557129
	Iteration 6Q: 3 clusters Score -912765 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -912822.562500 Penalty: 2926.557129
	Iteration 7Q: 3 clusters Score -912822.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -912884.687500 Penalty: 2926.557129
	Iteration 8Q: 3 clusters Score -912884.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -912951.000000 Penalty: 2926.557129
	Iteration 9Q: 3 clusters Score -912951 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -913029.250000 Penalty: 2926.557129
	Iteration 10Q: 3 clusters Score -913029.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -913122.500000 Penalty: 2926.557129
	Iteration 11Q: 3 clusters Score -913122.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -913250.750000 Penalty: 2926.557129
	Iteration 12Q: 3 clusters Score -913250.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -913386.250000 Penalty: 2926.557129
	Iteration 13Q: 3 clusters Score -913386.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -913520.312500 Penalty: 2926.557129
	Iteration 14Q: 3 clusters Score -913520.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -913647.562500 Penalty: 2926.557129
	Iteration 15Q: 3 clusters Score -913647.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -913774.250000 Penalty: 2926.557129
	Iteration 16Q: 3 clusters Score -913774.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -913894.062500 Penalty: 2926.557129
	Iteration 17Q: 3 clusters Score -913894.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -914001.562500 Penalty: 2926.557129
	Iteration 18Q: 3 clusters Score -914001.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -914086.812500 Penalty: 2926.557129
	Iteration 19Q: 3 clusters Score -914086.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -914174.937500 Penalty: 2926.557129
	Iteration 20F: 3 clusters Score -914174.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -914241.687500 Penalty: 2926.557129
	Iteration 21Q: 3 clusters Score -914241.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -914300.437500 Penalty: 2926.557129
	Iteration 22Q: 3 clusters Score -914300.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -914348.937500 Penalty: 2926.557129
	Iteration 23Q: 3 clusters Score -914348.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -914388.937500 Penalty: 2926.557129
	Iteration 24Q: 3 clusters Score -914388.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -914435.812500 Penalty: 2926.557129
	Iteration 25Q: 3 clusters Score -914435.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -914476.875000 Penalty: 2926.557129
	Iteration 26Q: 3 clusters Score -914476.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -914507.687500 Penalty: 2926.557129
	Iteration 27Q: 3 clusters Score -914507.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -914541.937500 Penalty: 2926.557129
	Iteration 28Q: 3 clusters Score -914541.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -914586.250000 Penalty: 2926.557129
	Iteration 29Q: 3 clusters Score -914586.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -914633.000000 Penalty: 2926.557129
	Iteration 30Q: 3 clusters Score -914633 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -914665.562500 Penalty: 2926.557129
	Iteration 31Q: 3 clusters Score -914665.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -914706.000000 Penalty: 2926.557129
	Iteration 32Q: 3 clusters Score -914706 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -914739.250000 Penalty: 2926.557129
	Iteration 33Q: 3 clusters Score -914739.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -914768.750000 Penalty: 2926.557129
	Iteration 34Q: 3 clusters Score -914768.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -914793.500000 Penalty: 2926.557129
	Iteration 35Q: 3 clusters Score -914793.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -914814.062500 Penalty: 2926.557129
	Iteration 36Q: 3 clusters Score -914814.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -914830.125000 Penalty: 2926.557129
	Iteration 37Q: 3 clusters Score -914830.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -914853.562500 Penalty: 2926.557129
	Iteration 38Q: 3 clusters Score -914853.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -914862.375000 Penalty: 2926.557129
	Iteration 39Q: 3 clusters Score -914862.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -914870.125000 Penalty: 2926.557129
	Iteration 40F: 3 clusters Score -914870.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -914877.312500 Penalty: 2926.557129
	Iteration 41Q: 3 clusters Score -914877.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -914884.062500 Penalty: 2926.557129
	Iteration 42Q: 3 clusters Score -914884.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -914889.500000 Penalty: 2926.557129
	Iteration 43Q: 3 clusters Score -914889.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -914898.750000 Penalty: 2926.557129
	Iteration 44Q: 3 clusters Score -914898.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -914914.250000 Penalty: 2926.557129
	Iteration 45Q: 3 clusters Score -914914.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -914925.125000 Penalty: 2926.557129
	Iteration 46Q: 3 clusters Score -914925.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -914932.375000 Penalty: 2926.557129
	Iteration 47Q: 3 clusters Score -914932.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -914935.250000 Penalty: 2926.557129
	Iteration 48Q: 3 clusters Score -914935.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -914937.000000 Penalty: 2926.557129
	Iteration 49Q: 3 clusters Score -914937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -914942.500000 Penalty: 2926.557129
	Iteration 50Q: 3 clusters Score -914942.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -914942.875000 Penalty: 2926.557129
	Iteration 51Q: 3 clusters Score -914942.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -914944.437500 Penalty: 2926.557129
	Iteration 52Q: 3 clusters Score -914944.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -914943.750000 Penalty: 2926.557129
	Iteration 53Q: 3 clusters Score -914943.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -914947.125000 Penalty: 2926.557129
	Iteration 54Q: 3 clusters Score -914947.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -914947.125000 Penalty: 2926.557129
	Iteration 55F: 3 clusters Score -914947.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (56066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56066 members 
Entering Unmasked Estep 
Score: -6377517.500000 Penalty: 1776.821289
	Iteration 0F: 2 clusters Score -6377518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28247 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -6340217.000000 Penalty: 3553.642578
	Iteration 0F: 3 clusters Score -6340217 nChanged 26228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -6355530.000000 Penalty: 3553.642578
	Iteration 1F: 3 clusters Score -6355530 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32316 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -6356483.000000 Penalty: 3553.642578
	Iteration 2Q: 3 clusters Score -6356483 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34511 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -6357822.500000 Penalty: 3553.642578
	Iteration 3Q: 3 clusters Score -6357822 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37528 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -6359842.500000 Penalty: 3553.642578
	Iteration 4F: 3 clusters Score -6359842 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41269 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -6362702.000000 Penalty: 3553.642578
	Iteration 5F: 3 clusters Score -6362702 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45312 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -6366067.000000 Penalty: 3553.642578
	Iteration 6F: 3 clusters Score -6366067 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49091 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -6369439.500000 Penalty: 3553.642578
	Iteration 7F: 3 clusters Score -6369440 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52129 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -6372248.500000 Penalty: 3553.642578
	Iteration 8F: 3 clusters Score -6372248 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54112 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -6374135.500000 Penalty: 3553.642578
	Iteration 9Q: 3 clusters Score -6374136 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55180 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -6375137.000000 Penalty: 3553.642578
	Iteration 10Q: 3 clusters Score -6375137 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55649 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -6375610.500000 Penalty: 3553.642578
	Iteration 11Q: 3 clusters Score -6375610 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55805 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -6375797.500000 Penalty: 3553.642578
	Iteration 12Q: 3 clusters Score -6375798 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55850 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -6375863.500000 Penalty: 3553.642578
	Iteration 13Q: 3 clusters Score -6375864 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55869 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -6375898.500000 Penalty: 3553.642578
	Iteration 14Q: 3 clusters Score -6375898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55884 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -6375930.000000 Penalty: 3553.642578
	Iteration 15Q: 3 clusters Score -6375930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55891 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -6375938.000000 Penalty: 3553.642578
	Iteration 16Q: 3 clusters Score -6375938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55892 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -6375941.000000 Penalty: 3553.642578
	Iteration 17Q: 3 clusters Score -6375941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55897 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -6375948.500000 Penalty: 3553.642578
	Iteration 18Q: 3 clusters Score -6375948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55901 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -6375952.500000 Penalty: 3553.642578
	Iteration 19Q: 3 clusters Score -6375952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55901 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -6375956.000000 Penalty: 3553.642578
	Iteration 20F: 3 clusters Score -6375956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55903 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -6375965.500000 Penalty: 3553.642578
	Iteration 21Q: 3 clusters Score -6375966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55905 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -6375973.000000 Penalty: 3553.642578
	Iteration 22Q: 3 clusters Score -6375973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55905 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -6375973.000000 Penalty: 3553.642578
	Iteration 23F: 3 clusters Score -6375973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Entering Unmasked Estep 
Score: -436541.125000 Penalty: 1351.080688
	Iteration 0F: 2 clusters Score -436541.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -433120.187500 Penalty: 2702.161377
	Iteration 0F: 3 clusters Score -433120.2 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -434014.625000 Penalty: 2702.161377
	Iteration 1F: 3 clusters Score -434014.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -434243.875000 Penalty: 2702.161377
	Iteration 2F: 3 clusters Score -434243.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -434449.906250 Penalty: 2702.161377
	Iteration 3F: 3 clusters Score -434449.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -434606.718750 Penalty: 2702.161377
	Iteration 4F: 3 clusters Score -434606.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -434733.562500 Penalty: 2702.161377
	Iteration 5Q: 3 clusters Score -434733.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -434848.156250 Penalty: 2702.161377
	Iteration 6Q: 3 clusters Score -434848.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -434927.093750 Penalty: 2702.161377
	Iteration 7Q: 3 clusters Score -434927.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -434998.312500 Penalty: 2702.161377
	Iteration 8Q: 3 clusters Score -434998.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -435059.187500 Penalty: 2702.161377
	Iteration 9Q: 3 clusters Score -435059.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -435124.531250 Penalty: 2702.161377
	Iteration 10Q: 3 clusters Score -435124.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -435185.718750 Penalty: 2702.161377
	Iteration 11Q: 3 clusters Score -435185.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -435239.406250 Penalty: 2702.161377
	Iteration 12Q: 3 clusters Score -435239.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -435291.281250 Penalty: 2702.161377
	Iteration 13Q: 3 clusters Score -435291.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -435351.281250 Penalty: 2702.161377
	Iteration 14Q: 3 clusters Score -435351.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -435416.187500 Penalty: 2702.161377
	Iteration 15Q: 3 clusters Score -435416.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -435487.281250 Penalty: 2702.161377
	Iteration 16Q: 3 clusters Score -435487.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -435547.406250 Penalty: 2702.161377
	Iteration 17Q: 3 clusters Score -435547.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -435596.875000 Penalty: 2702.161377
	Iteration 18Q: 3 clusters Score -435596.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -435633.687500 Penalty: 2702.161377
	Iteration 19Q: 3 clusters Score -435633.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -435660.468750 Penalty: 2702.161377
	Iteration 20F: 3 clusters Score -435660.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -435690.843750 Penalty: 2702.161377
	Iteration 21Q: 3 clusters Score -435690.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -435723.187500 Penalty: 2702.161377
	Iteration 22Q: 3 clusters Score -435723.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -435753.718750 Penalty: 2702.161377
	Iteration 23Q: 3 clusters Score -435753.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -435790.031250 Penalty: 2702.161377
	Iteration 24Q: 3 clusters Score -435790 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -435814.906250 Penalty: 2702.161377
	Iteration 25Q: 3 clusters Score -435814.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -435837.437500 Penalty: 2702.161377
	Iteration 26Q: 3 clusters Score -435837.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -435857.093750 Penalty: 2702.161377
	Iteration 27Q: 3 clusters Score -435857.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -435871.937500 Penalty: 2702.161377
	Iteration 28Q: 3 clusters Score -435871.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -435888.218750 Penalty: 2702.161377
	Iteration 29Q: 3 clusters Score -435888.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -435905.406250 Penalty: 2702.161377
	Iteration 30Q: 3 clusters Score -435905.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -435918.125000 Penalty: 2702.161377
	Iteration 31Q: 3 clusters Score -435918.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -435930.218750 Penalty: 2702.161377
	Iteration 32Q: 3 clusters Score -435930.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -435936.250000 Penalty: 2702.161377
	Iteration 33Q: 3 clusters Score -435936.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -435941.031250 Penalty: 2702.161377
	Iteration 34Q: 3 clusters Score -435941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -435941.781250 Penalty: 2702.161377
	Iteration 35Q: 3 clusters Score -435941.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -435942.062500 Penalty: 2702.161377
	Iteration 36Q: 3 clusters Score -435942.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -435943.000000 Penalty: 2702.161377
	Iteration 37Q: 3 clusters Score -435943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -435942.750000 Penalty: 2702.161377
	Iteration 38Q: 3 clusters Score -435942.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -435942.750000 Penalty: 2702.161377
	Iteration 39F: 3 clusters Score -435942.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Entering Unmasked Estep 
Score: -45501.324219 Penalty: 1020.259766
	Iteration 0F: 2 clusters Score -45501.32 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 270 members 
Entering Unmasked Estep 
Score: -44503.394531 Penalty: 2040.519531
	Iteration 0F: 3 clusters Score -44503.39 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -44883.121094 Penalty: 2040.519531
	Iteration 1F: 3 clusters Score -44883.12 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -45043.515625 Penalty: 2040.519531
	Iteration 2F: 3 clusters Score -45043.52 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -45122.593750 Penalty: 2040.519531
	Iteration 3F: 3 clusters Score -45122.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -45172.796875 Penalty: 2040.519531
	Iteration 4Q: 3 clusters Score -45172.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -45231.371094 Penalty: 2040.519531
	Iteration 5Q: 3 clusters Score -45231.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -45273.656250 Penalty: 2040.519531
	Iteration 6Q: 3 clusters Score -45273.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -45277.464844 Penalty: 2040.519531
	Iteration 7Q: 3 clusters Score -45277.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -45278.746094 Penalty: 2040.519531
	Iteration 8Q: 3 clusters Score -45278.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -45278.746094 Penalty: 2040.519531
	Iteration 9F: 3 clusters Score -45278.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Entering Unmasked Estep 
Score: -187328.812500 Penalty: 1227.664551
	Iteration 0F: 2 clusters Score -187328.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -185303.312500 Penalty: 2455.329102
	Iteration 0F: 3 clusters Score -185303.3 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -185782.390625 Penalty: 2455.329102
	Iteration 1F: 3 clusters Score -185782.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -185910.984375 Penalty: 2455.329102
	Iteration 2F: 3 clusters Score -185911 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -185987.328125 Penalty: 2455.329102
	Iteration 3F: 3 clusters Score -185987.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -186029.937500 Penalty: 2455.329102
	Iteration 4Q: 3 clusters Score -186029.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -186062.046875 Penalty: 2455.329102
	Iteration 5Q: 3 clusters Score -186062 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -186096.250000 Penalty: 2455.329102
	Iteration 6Q: 3 clusters Score -186096.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -186127.125000 Penalty: 2455.329102
	Iteration 7Q: 3 clusters Score -186127.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -186163.453125 Penalty: 2455.329102
	Iteration 8Q: 3 clusters Score -186163.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -186191.187500 Penalty: 2455.329102
	Iteration 9Q: 3 clusters Score -186191.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -186219.515625 Penalty: 2455.329102
	Iteration 10Q: 3 clusters Score -186219.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -186248.281250 Penalty: 2455.329102
	Iteration 11Q: 3 clusters Score -186248.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -186267.671875 Penalty: 2455.329102
	Iteration 12Q: 3 clusters Score -186267.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -186290.609375 Penalty: 2455.329102
	Iteration 13Q: 3 clusters Score -186290.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -186308.015625 Penalty: 2455.329102
	Iteration 14Q: 3 clusters Score -186308 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -186330.625000 Penalty: 2455.329102
	Iteration 15Q: 3 clusters Score -186330.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -186343.359375 Penalty: 2455.329102
	Iteration 16Q: 3 clusters Score -186343.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -186358.937500 Penalty: 2455.329102
	Iteration 17Q: 3 clusters Score -186358.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -186384.234375 Penalty: 2455.329102
	Iteration 18Q: 3 clusters Score -186384.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -186404.265625 Penalty: 2455.329102
	Iteration 19Q: 3 clusters Score -186404.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -186412.593750 Penalty: 2455.329102
	Iteration 20F: 3 clusters Score -186412.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -186420.140625 Penalty: 2455.329102
	Iteration 21Q: 3 clusters Score -186420.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -186428.296875 Penalty: 2455.329102
	Iteration 22Q: 3 clusters Score -186428.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -186434.218750 Penalty: 2455.329102
	Iteration 23Q: 3 clusters Score -186434.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -186443.484375 Penalty: 2455.329102
	Iteration 24Q: 3 clusters Score -186443.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -186452.046875 Penalty: 2455.329102
	Iteration 25Q: 3 clusters Score -186452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -186455.406250 Penalty: 2455.329102
	Iteration 26Q: 3 clusters Score -186455.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -186456.062500 Penalty: 2455.329102
	Iteration 27Q: 3 clusters Score -186456.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -186456.828125 Penalty: 2455.329102
	Iteration 28Q: 3 clusters Score -186456.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -186458.468750 Penalty: 2455.329102
	Iteration 29Q: 3 clusters Score -186458.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -186462.750000 Penalty: 2455.329102
	Iteration 30Q: 3 clusters Score -186462.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -186465.421875 Penalty: 2455.329102
	Iteration 31Q: 3 clusters Score -186465.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -186466.000000 Penalty: 2455.329102
	Iteration 32Q: 3 clusters Score -186466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -186466.500000 Penalty: 2455.329102
	Iteration 33Q: 3 clusters Score -186466.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -186467.203125 Penalty: 2455.329102
	Iteration 34Q: 3 clusters Score -186467.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -186467.453125 Penalty: 2455.329102
	Iteration 35Q: 3 clusters Score -186467.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -186467.875000 Penalty: 2455.329102
	Iteration 36Q: 3 clusters Score -186467.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -186468.593750 Penalty: 2455.329102
	Iteration 37Q: 3 clusters Score -186468.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -186468.593750 Penalty: 2455.329102
	Iteration 38F: 3 clusters Score -186468.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (15387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Entering Unmasked Estep 
Score: -1856214.500000 Penalty: 1566.707764
	Iteration 0F: 2 clusters Score -1856214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1845484.875000 Penalty: 3133.415527
	Iteration 0F: 3 clusters Score -1845485 nChanged 6839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1849078.375000 Penalty: 3133.415527
	Iteration 1F: 3 clusters Score -1849078 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1849324.750000 Penalty: 3133.415527
	Iteration 2F: 3 clusters Score -1849325 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1849528.375000 Penalty: 3133.415527
	Iteration 3Q: 3 clusters Score -1849528 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1849727.000000 Penalty: 3133.415527
	Iteration 4Q: 3 clusters Score -1849727 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1849916.375000 Penalty: 3133.415527
	Iteration 5Q: 3 clusters Score -1849916 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1850209.750000 Penalty: 3133.415527
	Iteration 6Q: 3 clusters Score -1850210 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1850623.125000 Penalty: 3133.415527
	Iteration 7Q: 3 clusters Score -1850623 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1851271.000000 Penalty: 3133.415527
	Iteration 8F: 3 clusters Score -1851271 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -1852152.000000 Penalty: 3133.415527
	Iteration 9F: 3 clusters Score -1852152 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -1853106.500000 Penalty: 3133.415527
	Iteration 10F: 3 clusters Score -1853106 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -1853858.000000 Penalty: 3133.415527
	Iteration 11F: 3 clusters Score -1853858 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -1854303.250000 Penalty: 3133.415527
	Iteration 12Q: 3 clusters Score -1854303 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -1854578.875000 Penalty: 3133.415527
	Iteration 13Q: 3 clusters Score -1854579 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -1854698.625000 Penalty: 3133.415527
	Iteration 14Q: 3 clusters Score -1854699 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -1854737.125000 Penalty: 3133.415527
	Iteration 15Q: 3 clusters Score -1854737 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -1854773.250000 Penalty: 3133.415527
	Iteration 16Q: 3 clusters Score -1854773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -1854784.875000 Penalty: 3133.415527
	Iteration 17Q: 3 clusters Score -1854785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -1854787.500000 Penalty: 3133.415527
	Iteration 18Q: 3 clusters Score -1854788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -1854799.000000 Penalty: 3133.415527
	Iteration 19Q: 3 clusters Score -1854799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -1854810.250000 Penalty: 3133.415527
	Iteration 20F: 3 clusters Score -1854810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -1854807.375000 Penalty: 3133.415527
	Iteration 21Q: 3 clusters Score -1854807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -1854820.625000 Penalty: 3133.415527
	Iteration 22Q: 3 clusters Score -1854821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -1854820.625000 Penalty: 3133.415527
	Iteration 23F: 3 clusters Score -1854821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Entering Unmasked Estep 
Score: -70595.335938 Penalty: 1061.504272
	Iteration 0F: 2 clusters Score -70595.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -69383.789062 Penalty: 2123.008545
	Iteration 0F: 3 clusters Score -69383.79 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -69574.710938 Penalty: 2123.008545
	Iteration 1F: 3 clusters Score -69574.71 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -69647.007812 Penalty: 2123.008545
	Iteration 2F: 3 clusters Score -69647.01 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -69738.492188 Penalty: 2123.008545
	Iteration 3Q: 3 clusters Score -69738.49 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -69851.164062 Penalty: 2123.008545
	Iteration 4F: 3 clusters Score -69851.16 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -69939.703125 Penalty: 2123.008545
	Iteration 5F: 3 clusters Score -69939.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -69995.851562 Penalty: 2123.008545
	Iteration 6Q: 3 clusters Score -69995.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -70023.351562 Penalty: 2123.008545
	Iteration 7Q: 3 clusters Score -70023.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -70039.906250 Penalty: 2123.008545
	Iteration 8Q: 3 clusters Score -70039.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -70055.484375 Penalty: 2123.008545
	Iteration 9Q: 3 clusters Score -70055.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -70056.226562 Penalty: 2123.008545
	Iteration 10Q: 3 clusters Score -70056.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -70056.226562 Penalty: 2123.008545
	Iteration 11F: 3 clusters Score -70056.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -14097.307617 Penalty: 895.932190
	Iteration 0F: 2 clusters Score -14097.31 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: -13430.932617 Penalty: 1791.864380
	Iteration 0F: 3 clusters Score -13430.93 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13619.057617 Penalty: 1791.864380
	Iteration 1F: 3 clusters Score -13619.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -13703.207031 Penalty: 1791.864380
	Iteration 2F: 3 clusters Score -13703.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -13723.751953 Penalty: 1791.864380
	Iteration 3Q: 3 clusters Score -13723.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -13725.405273 Penalty: 1791.864380
	Iteration 4Q: 3 clusters Score -13725.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -13726.917969 Penalty: 1791.864380
	Iteration 5Q: 3 clusters Score -13726.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -13726.917969 Penalty: 1791.864380
	Iteration 6F: 3 clusters Score -13726.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (145755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145755 members 
Entering Unmasked Estep 
Score: -17247866.000000 Penalty: 1932.073486
	Iteration 0F: 2 clusters Score -1.724787e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72678 members 
Mstep: Class 2 contains 73077 members 
Entering Unmasked Estep 
Score: -17168136.000000 Penalty: 3864.146973
	Iteration 0F: 3 clusters Score -1.716814e+07 nChanged 70362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70284 members 
Mstep: Class 2 contains 75471 members 
Entering Unmasked Estep 
Score: -17210142.000000 Penalty: 3864.146973
	Iteration 1F: 3 clusters Score -1.721014e+07 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69675 members 
Mstep: Class 2 contains 76080 members 
Entering Unmasked Estep 
Score: -17211252.000000 Penalty: 3864.146973
	Iteration 2Q: 3 clusters Score -1.721125e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69038 members 
Mstep: Class 2 contains 76717 members 
Entering Unmasked Estep 
Score: -17212798.000000 Penalty: 3864.146973
	Iteration 3Q: 3 clusters Score -1.72128e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68468 members 
Mstep: Class 2 contains 77287 members 
Entering Unmasked Estep 
Score: -17214778.000000 Penalty: 3864.146973
	Iteration 4Q: 3 clusters Score -1.721478e+07 nChanged 6572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68148 members 
Mstep: Class 2 contains 77607 members 
Entering Unmasked Estep 
Score: -17217986.000000 Penalty: 3864.146973
	Iteration 5Q: 3 clusters Score -1.721799e+07 nChanged 7745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68391 members 
Mstep: Class 2 contains 77364 members 
Entering Unmasked Estep 
Score: -17223092.000000 Penalty: 3864.146973
	Iteration 6F: 3 clusters Score -1.722309e+07 nChanged 9188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69833 members 
Mstep: Class 2 contains 75922 members 
Entering Unmasked Estep 
Score: -17230202.000000 Penalty: 3864.146973
	Iteration 7F: 3 clusters Score -1.72302e+07 nChanged 9985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72416 members 
Mstep: Class 2 contains 73339 members 
Entering Unmasked Estep 
Score: -17237718.000000 Penalty: 3864.146973
	Iteration 8F: 3 clusters Score -1.723772e+07 nChanged 8461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75879 members 
Mstep: Class 2 contains 69876 members 
Entering Unmasked Estep 
Score: -17242414.000000 Penalty: 3864.146973
	Iteration 9F: 3 clusters Score -1.724241e+07 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79883 members 
Mstep: Class 2 contains 65872 members 
Entering Unmasked Estep 
Score: -17244748.000000 Penalty: 3864.146973
	Iteration 10Q: 3 clusters Score -1.724475e+07 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84111 members 
Mstep: Class 2 contains 61644 members 
Entering Unmasked Estep 
Score: -17247478.000000 Penalty: 3864.146973
	Iteration 11Q: 3 clusters Score -1.724748e+07 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87570 members 
Mstep: Class 2 contains 58185 members 
Entering Unmasked Estep 
Score: -17249832.000000 Penalty: 3864.146973
	Iteration 12Q: 3 clusters Score -1.724983e+07 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90161 members 
Mstep: Class 2 contains 55594 members 
Entering Unmasked Estep 
Score: -17252366.000000 Penalty: 3864.146973
	Iteration 13Q: 3 clusters Score -1.725237e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91174 members 
Mstep: Class 2 contains 54581 members 
Entering Unmasked Estep 
Score: -17254788.000000 Penalty: 3864.146973
	Iteration 14Q: 3 clusters Score -1.725479e+07 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91704 members 
Mstep: Class 2 contains 54051 members 
Entering Unmasked Estep 
Score: -17256874.000000 Penalty: 3864.146973
	Iteration 15Q: 3 clusters Score -1.725687e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91920 members 
Mstep: Class 2 contains 53835 members 
Entering Unmasked Estep 
Score: -17258710.000000 Penalty: 3864.146973
	Iteration 16Q: 3 clusters Score -1.725871e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91945 members 
Mstep: Class 2 contains 53810 members 
Entering Unmasked Estep 
Score: -17260230.000000 Penalty: 3864.146973
	Iteration 17Q: 3 clusters Score -1.726023e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91627 members 
Mstep: Class 2 contains 54128 members 
Entering Unmasked Estep 
Score: -17261266.000000 Penalty: 3864.146973
	Iteration 18Q: 3 clusters Score -1.726127e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91453 members 
Mstep: Class 2 contains 54302 members 
Entering Unmasked Estep 
Score: -17262100.000000 Penalty: 3864.146973
	Iteration 19Q: 3 clusters Score -1.72621e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91340 members 
Mstep: Class 2 contains 54415 members 
Entering Unmasked Estep 
Score: -17262520.000000 Penalty: 3864.146973
	Iteration 20F: 3 clusters Score -1.726252e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91350 members 
Mstep: Class 2 contains 54405 members 
Entering Unmasked Estep 
Score: -17262868.000000 Penalty: 3864.146973
	Iteration 21Q: 3 clusters Score -1.726287e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91225 members 
Mstep: Class 2 contains 54530 members 
Entering Unmasked Estep 
Score: -17263108.000000 Penalty: 3864.146973
	Iteration 22Q: 3 clusters Score -1.726311e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91402 members 
Mstep: Class 2 contains 54353 members 
Entering Unmasked Estep 
Score: -17263096.000000 Penalty: 3864.146973
	Iteration 23Q: 3 clusters Score -1.72631e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91442 members 
Mstep: Class 2 contains 54313 members 
Entering Unmasked Estep 
Score: -17263068.000000 Penalty: 3864.146973
	Iteration 24Q: 3 clusters Score -1.726307e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91452 members 
Mstep: Class 2 contains 54303 members 
Entering Unmasked Estep 
Score: -17263074.000000 Penalty: 3864.146973
	Iteration 25Q: 3 clusters Score -1.726307e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91546 members 
Mstep: Class 2 contains 54209 members 
Entering Unmasked Estep 
Score: -17263018.000000 Penalty: 3864.146973
	Iteration 26Q: 3 clusters Score -1.726302e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91666 members 
Mstep: Class 2 contains 54089 members 
Entering Unmasked Estep 
Score: -17263010.000000 Penalty: 3864.146973
	Iteration 27Q: 3 clusters Score -1.726301e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91749 members 
Mstep: Class 2 contains 54006 members 
Entering Unmasked Estep 
Score: -17262978.000000 Penalty: 3864.146973
	Iteration 28Q: 3 clusters Score -1.726298e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91961 members 
Mstep: Class 2 contains 53794 members 
Entering Unmasked Estep 
Score: -17262978.000000 Penalty: 3864.146973
	Iteration 29Q: 3 clusters Score -1.726298e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92049 members 
Mstep: Class 2 contains 53706 members 
Entering Unmasked Estep 
Score: -17262958.000000 Penalty: 3864.146973
	Iteration 30Q: 3 clusters Score -1.726296e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92245 members 
Mstep: Class 2 contains 53510 members 
Entering Unmasked Estep 
Score: -17262886.000000 Penalty: 3864.146973
	Iteration 31Q: 3 clusters Score -1.726289e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92378 members 
Mstep: Class 2 contains 53377 members 
Entering Unmasked Estep 
Score: -17262860.000000 Penalty: 3864.146973
	Iteration 32Q: 3 clusters Score -1.726286e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92363 members 
Mstep: Class 2 contains 53392 members 
Entering Unmasked Estep 
Score: -17262848.000000 Penalty: 3864.146973
	Iteration 33Q: 3 clusters Score -1.726285e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92324 members 
Mstep: Class 2 contains 53431 members 
Entering Unmasked Estep 
Score: -17262878.000000 Penalty: 3864.146973
	Iteration 34Q: 3 clusters Score -1.726288e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92394 members 
Mstep: Class 2 contains 53361 members 
Entering Unmasked Estep 
Score: -17262846.000000 Penalty: 3864.146973
	Iteration 35Q: 3 clusters Score -1.726285e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92355 members 
Mstep: Class 2 contains 53400 members 
Entering Unmasked Estep 
Score: -17262844.000000 Penalty: 3864.146973
	Iteration 36Q: 3 clusters Score -1.726284e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92333 members 
Mstep: Class 2 contains 53422 members 
Entering Unmasked Estep 
Score: -17262848.000000 Penalty: 3864.146973
	Iteration 37Q: 3 clusters Score -1.726285e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92334 members 
Mstep: Class 2 contains 53421 members 
Entering Unmasked Estep 
Score: -17262830.000000 Penalty: 3864.146973
	Iteration 38Q: 3 clusters Score -1.726283e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92311 members 
Mstep: Class 2 contains 53444 members 
Entering Unmasked Estep 
Score: -17262850.000000 Penalty: 3864.146973
	Iteration 39Q: 3 clusters Score -1.726285e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92281 members 
Mstep: Class 2 contains 53474 members 
Entering Unmasked Estep 
Score: -17262848.000000 Penalty: 3864.146973
	Iteration 40F: 3 clusters Score -1.726285e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92293 members 
Mstep: Class 2 contains 53462 members 
Entering Unmasked Estep 
Score: -17262866.000000 Penalty: 3864.146973
	Iteration 41Q: 3 clusters Score -1.726287e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92268 members 
Mstep: Class 2 contains 53487 members 
Entering Unmasked Estep 
Score: -17262874.000000 Penalty: 3864.146973
	Iteration 42Q: 3 clusters Score -1.726287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92269 members 
Mstep: Class 2 contains 53486 members 
Entering Unmasked Estep 
Score: -17262874.000000 Penalty: 3864.146973
	Iteration 43Q: 3 clusters Score -1.726287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92271 members 
Mstep: Class 2 contains 53484 members 
Entering Unmasked Estep 
Score: -17262862.000000 Penalty: 3864.146973
	Iteration 44Q: 3 clusters Score -1.726286e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92318 members 
Mstep: Class 2 contains 53437 members 
Entering Unmasked Estep 
Score: -17262826.000000 Penalty: 3864.146973
	Iteration 45Q: 3 clusters Score -1.726283e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92348 members 
Mstep: Class 2 contains 53407 members 
Entering Unmasked Estep 
Score: -17262818.000000 Penalty: 3864.146973
	Iteration 46Q: 3 clusters Score -1.726282e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92376 members 
Mstep: Class 2 contains 53379 members 
Entering Unmasked Estep 
Score: -17262798.000000 Penalty: 3864.146973
	Iteration 47Q: 3 clusters Score -1.72628e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92369 members 
Mstep: Class 2 contains 53386 members 
Entering Unmasked Estep 
Score: -17262824.000000 Penalty: 3864.146973
	Iteration 48Q: 3 clusters Score -1.726282e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92381 members 
Mstep: Class 2 contains 53374 members 
Entering Unmasked Estep 
Score: -17262814.000000 Penalty: 3864.146973
	Iteration 49Q: 3 clusters Score -1.726281e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92318 members 
Mstep: Class 2 contains 53437 members 
Entering Unmasked Estep 
Score: -17262856.000000 Penalty: 3864.146973
	Iteration 50Q: 3 clusters Score -1.726286e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92333 members 
Mstep: Class 2 contains 53422 members 
Entering Unmasked Estep 
Score: -17262846.000000 Penalty: 3864.146973
	Iteration 51Q: 3 clusters Score -1.726285e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92339 members 
Mstep: Class 2 contains 53416 members 
Entering Unmasked Estep 
Score: -17262848.000000 Penalty: 3864.146973
	Iteration 52Q: 3 clusters Score -1.726285e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92357 members 
Mstep: Class 2 contains 53398 members 
Entering Unmasked Estep 
Score: -17262846.000000 Penalty: 3864.146973
	Iteration 53Q: 3 clusters Score -1.726285e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92386 members 
Mstep: Class 2 contains 53369 members 
Entering Unmasked Estep 
Score: -17262826.000000 Penalty: 3864.146973
	Iteration 54Q: 3 clusters Score -1.726283e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92394 members 
Mstep: Class 2 contains 53361 members 
Entering Unmasked Estep 
Score: -17262810.000000 Penalty: 3864.146973
	Iteration 55Q: 3 clusters Score -1.726281e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92402 members 
Mstep: Class 2 contains 53353 members 
Entering Unmasked Estep 
Score: -17262800.000000 Penalty: 3864.146973
	Iteration 56Q: 3 clusters Score -1.72628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92400 members 
Mstep: Class 2 contains 53355 members 
Entering Unmasked Estep 
Score: -17262832.000000 Penalty: 3864.146973
	Iteration 57Q: 3 clusters Score -1.726283e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92396 members 
Mstep: Class 2 contains 53359 members 
Entering Unmasked Estep 
Score: -17262814.000000 Penalty: 3864.146973
	Iteration 58Q: 3 clusters Score -1.726281e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92413 members 
Mstep: Class 2 contains 53342 members 
Entering Unmasked Estep 
Score: -17262826.000000 Penalty: 3864.146973
	Iteration 59Q: 3 clusters Score -1.726283e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92403 members 
Mstep: Class 2 contains 53352 members 
Entering Unmasked Estep 
Score: -17262844.000000 Penalty: 3864.146973
	Iteration 60F: 3 clusters Score -1.726284e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92394 members 
Mstep: Class 2 contains 53361 members 
Entering Unmasked Estep 
Score: -17262832.000000 Penalty: 3864.146973
	Iteration 61Q: 3 clusters Score -1.726283e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92396 members 
Mstep: Class 2 contains 53359 members 
Entering Unmasked Estep 
Score: -17262830.000000 Penalty: 3864.146973
	Iteration 62Q: 3 clusters Score -1.726283e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92401 members 
Mstep: Class 2 contains 53354 members 
Entering Unmasked Estep 
Score: -17262832.000000 Penalty: 3864.146973
	Iteration 63Q: 3 clusters Score -1.726283e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92401 members 
Mstep: Class 2 contains 53354 members 
Entering Unmasked Estep 
Score: -17262832.000000 Penalty: 3864.146973
	Iteration 64F: 3 clusters Score -1.726283e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 43893 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 33842 members 
Mstep: Class 6 contains 74348 members 
Mstep: Class 7 contains 8577 members 
Mstep: Class 8 contains 36316 members 
Mstep: Class 9 contains 31864 members 
Mstep: Class 10 contains 16179 members 
Mstep: Class 11 contains 8142 members 
Mstep: Class 12 contains 56066 members 
Mstep: Class 13 contains 4082 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 15387 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 92401 members 
Mstep: Class 20 contains 33236 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37615 members 
Mstep: Class 23 contains 9703 members 
Mstep: Class 24 contains 15715 members 
Mstep: Class 25 contains 80299 members 
Mstep: Class 26 contains 25355 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 810 members 
Mstep: Class 29 contains 2565 members 
Mstep: Class 30 contains 53955 members 
Mstep: Class 31 contains 336 members 
Mstep: Class 32 contains 354 members 
Mstep: Class 33 contains 55134 members 
Mstep: Class 34 contains 1331 members 
Mstep: Class 35 contains 462 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 91034 members 
Mstep: Class 38 contains 12824 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10777 members 
Mstep: Class 41 contains 81750 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 43 contains 216 members 
Mstep: Class 44 contains 54806 members 
Mstep: Class 45 contains 191903 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 43551 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 26047 members 
Mstep: Class 50 contains 99085 members 
Mstep: Class 51 contains 771 members 
Mstep: Class 52 contains 87885 members 
Mstep: Class 53 contains 50049 members 
Mstep: Class 54 contains 24697 members 
Mstep: Class 55 contains 3696 members 
Mstep: Class 56 contains 32920 members 
Mstep: Class 57 contains 25600 members 
Mstep: Class 58 contains 50249 members 
Mstep: Class 59 contains 53354 members 
Mstep: Class 60 contains 16655 members 
Mstep: Class 61 contains 4583 members 
Entering Unmasked Estep 
Score: -194758496.000000 Penalty: 142338.640625
Splitting cluster 19 changes total score from -194739808.000000 to -194758496.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 20 (33236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33236 members 
Entering Unmasked Estep 
Score: -3984778.250000 Penalty: 1691.850830
	Iteration 0F: 2 clusters Score -3984778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -3962600.250000 Penalty: 3383.701660
	Iteration 0F: 3 clusters Score -3962600 nChanged 15363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -3970871.250000 Penalty: 3383.701660
	Iteration 1F: 3 clusters Score -3970871 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -3971124.750000 Penalty: 3383.701660
	Iteration 2Q: 3 clusters Score -3971125 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -3971379.500000 Penalty: 3383.701660
	Iteration 3Q: 3 clusters Score -3971380 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -3971641.750000 Penalty: 3383.701660
	Iteration 4Q: 3 clusters Score -3971642 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -3971913.750000 Penalty: 3383.701660
	Iteration 5Q: 3 clusters Score -3971914 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -3972229.750000 Penalty: 3383.701660
	Iteration 6Q: 3 clusters Score -3972230 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -3972659.250000 Penalty: 3383.701660
	Iteration 7Q: 3 clusters Score -3972659 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -3973290.000000 Penalty: 3383.701660
	Iteration 8Q: 3 clusters Score -3973290 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -3974183.750000 Penalty: 3383.701660
	Iteration 9F: 3 clusters Score -3974184 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -3975397.500000 Penalty: 3383.701660
	Iteration 10F: 3 clusters Score -3975398 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -3977038.250000 Penalty: 3383.701660
	Iteration 11F: 3 clusters Score -3977038 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -3978706.750000 Penalty: 3383.701660
	Iteration 12F: 3 clusters Score -3978707 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28824 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -3980050.000000 Penalty: 3383.701660
	Iteration 13Q: 3 clusters Score -3980050 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29692 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -3980883.000000 Penalty: 3383.701660
	Iteration 14Q: 3 clusters Score -3980883 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -3981446.750000 Penalty: 3383.701660
	Iteration 15Q: 3 clusters Score -3981447 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -3981782.250000 Penalty: 3383.701660
	Iteration 16Q: 3 clusters Score -3981782 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -3982057.750000 Penalty: 3383.701660
	Iteration 17Q: 3 clusters Score -3982058 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31561 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3982296.250000 Penalty: 3383.701660
	Iteration 18Q: 3 clusters Score -3982296 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31827 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -3982467.250000 Penalty: 3383.701660
	Iteration 19Q: 3 clusters Score -3982467 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32076 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3982645.750000 Penalty: 3383.701660
	Iteration 20F: 3 clusters Score -3982646 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32263 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3982815.250000 Penalty: 3383.701660
	Iteration 21Q: 3 clusters Score -3982815 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3982919.500000 Penalty: 3383.701660
	Iteration 22Q: 3 clusters Score -3982920 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32559 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3983018.750000 Penalty: 3383.701660
	Iteration 23Q: 3 clusters Score -3983019 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32659 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3983114.750000 Penalty: 3383.701660
	Iteration 24Q: 3 clusters Score -3983115 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32742 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3983176.000000 Penalty: 3383.701660
	Iteration 25Q: 3 clusters Score -3983176 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32792 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3983212.250000 Penalty: 3383.701660
	Iteration 26Q: 3 clusters Score -3983212 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3983247.750000 Penalty: 3383.701660
	Iteration 27Q: 3 clusters Score -3983248 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32854 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3983259.750000 Penalty: 3383.701660
	Iteration 28Q: 3 clusters Score -3983260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32874 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3983280.500000 Penalty: 3383.701660
	Iteration 29Q: 3 clusters Score -3983280 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32895 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3983294.500000 Penalty: 3383.701660
	Iteration 30Q: 3 clusters Score -3983294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32905 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3983300.750000 Penalty: 3383.701660
	Iteration 31Q: 3 clusters Score -3983301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3983307.500000 Penalty: 3383.701660
	Iteration 32Q: 3 clusters Score -3983308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32918 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3983309.500000 Penalty: 3383.701660
	Iteration 33Q: 3 clusters Score -3983310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32922 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3983315.500000 Penalty: 3383.701660
	Iteration 34Q: 3 clusters Score -3983316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32923 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3983313.000000 Penalty: 3383.701660
	Iteration 35Q: 3 clusters Score -3983313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32923 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3983313.000000 Penalty: 3383.701660
	Iteration 36F: 3 clusters Score -3983313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Entering Unmasked Estep 
Score: -56001.183594 Penalty: 1025.656860
	Iteration 0F: 2 clusters Score -56001.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -54910.316406 Penalty: 2051.313721
	Iteration 0F: 3 clusters Score -54910.32 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -55076.683594 Penalty: 2051.313721
	Iteration 1F: 3 clusters Score -55076.68 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -55129.421875 Penalty: 2051.313721
	Iteration 2F: 3 clusters Score -55129.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -55178.542969 Penalty: 2051.313721
	Iteration 3Q: 3 clusters Score -55178.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -55229.300781 Penalty: 2051.313721
	Iteration 4Q: 3 clusters Score -55229.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -55249.292969 Penalty: 2051.313721
	Iteration 5Q: 3 clusters Score -55249.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -55282.941406 Penalty: 2051.313721
	Iteration 6Q: 3 clusters Score -55282.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -55333.015625 Penalty: 2051.313721
	Iteration 7Q: 3 clusters Score -55333.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -55387.750000 Penalty: 2051.313721
	Iteration 8Q: 3 clusters Score -55387.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -55441.441406 Penalty: 2051.313721
	Iteration 9Q: 3 clusters Score -55441.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -55493.671875 Penalty: 2051.313721
	Iteration 10Q: 3 clusters Score -55493.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -55529.093750 Penalty: 2051.313721
	Iteration 11Q: 3 clusters Score -55529.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -55547.406250 Penalty: 2051.313721
	Iteration 12Q: 3 clusters Score -55547.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -55560.839844 Penalty: 2051.313721
	Iteration 13Q: 3 clusters Score -55560.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -55576.792969 Penalty: 2051.313721
	Iteration 14Q: 3 clusters Score -55576.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -55585.394531 Penalty: 2051.313721
	Iteration 15Q: 3 clusters Score -55585.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -55596.242188 Penalty: 2051.313721
	Iteration 16Q: 3 clusters Score -55596.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -55617.328125 Penalty: 2051.313721
	Iteration 17Q: 3 clusters Score -55617.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -55632.277344 Penalty: 2051.313721
	Iteration 18Q: 3 clusters Score -55632.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -55646.632812 Penalty: 2051.313721
	Iteration 19Q: 3 clusters Score -55646.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -55662.054688 Penalty: 2051.313721
	Iteration 20F: 3 clusters Score -55662.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -55682.281250 Penalty: 2051.313721
	Iteration 21Q: 3 clusters Score -55682.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -55690.328125 Penalty: 2051.313721
	Iteration 22Q: 3 clusters Score -55690.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -55694.097656 Penalty: 2051.313721
	Iteration 23Q: 3 clusters Score -55694.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -55703.109375 Penalty: 2051.313721
	Iteration 24Q: 3 clusters Score -55703.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -55707.277344 Penalty: 2051.313721
	Iteration 25Q: 3 clusters Score -55707.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -55708.722656 Penalty: 2051.313721
	Iteration 26Q: 3 clusters Score -55708.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -55713.289062 Penalty: 2051.313721
	Iteration 27Q: 3 clusters Score -55713.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -55716.707031 Penalty: 2051.313721
	Iteration 28Q: 3 clusters Score -55716.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -55716.707031 Penalty: 2051.313721
	Iteration 29F: 3 clusters Score -55716.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (37615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37615 members 
Entering Unmasked Estep 
Score: -4313098.500000 Penalty: 1711.963257
	Iteration 0F: 2 clusters Score -4313098 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 18864 members 
Entering Unmasked Estep 
Score: -4287950.000000 Penalty: 3423.926514
	Iteration 0F: 3 clusters Score -4287950 nChanged 17403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -4297712.000000 Penalty: 3423.926514
	Iteration 1F: 3 clusters Score -4297712 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -4298118.000000 Penalty: 3423.926514
	Iteration 2Q: 3 clusters Score -4298118 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -4298466.000000 Penalty: 3423.926514
	Iteration 3Q: 3 clusters Score -4298466 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -4298794.000000 Penalty: 3423.926514
	Iteration 4Q: 3 clusters Score -4298794 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -4299098.000000 Penalty: 3423.926514
	Iteration 5Q: 3 clusters Score -4299098 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -4299419.000000 Penalty: 3423.926514
	Iteration 6Q: 3 clusters Score -4299419 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -4299722.500000 Penalty: 3423.926514
	Iteration 7Q: 3 clusters Score -4299722 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -4300146.500000 Penalty: 3423.926514
	Iteration 8Q: 3 clusters Score -4300146 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -4300743.000000 Penalty: 3423.926514
	Iteration 9Q: 3 clusters Score -4300743 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -4301618.000000 Penalty: 3423.926514
	Iteration 10Q: 3 clusters Score -4301618 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -4302728.500000 Penalty: 3423.926514
	Iteration 11Q: 3 clusters Score -4302728 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -4303951.000000 Penalty: 3423.926514
	Iteration 12Q: 3 clusters Score -4303951 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -4304786.500000 Penalty: 3423.926514
	Iteration 13Q: 3 clusters Score -4304786 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -4305189.000000 Penalty: 3423.926514
	Iteration 14Q: 3 clusters Score -4305189 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -4305379.500000 Penalty: 3423.926514
	Iteration 15Q: 3 clusters Score -4305380 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -4305505.500000 Penalty: 3423.926514
	Iteration 16Q: 3 clusters Score -4305506 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -4305620.500000 Penalty: 3423.926514
	Iteration 17Q: 3 clusters Score -4305620 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -4305737.500000 Penalty: 3423.926514
	Iteration 18Q: 3 clusters Score -4305738 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -4305887.000000 Penalty: 3423.926514
	Iteration 19Q: 3 clusters Score -4305887 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -4306041.500000 Penalty: 3423.926514
	Iteration 20F: 3 clusters Score -4306042 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -4306237.000000 Penalty: 3423.926514
	Iteration 21Q: 3 clusters Score -4306237 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -4306405.500000 Penalty: 3423.926514
	Iteration 22Q: 3 clusters Score -4306406 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -4306603.500000 Penalty: 3423.926514
	Iteration 23Q: 3 clusters Score -4306604 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -4306810.500000 Penalty: 3423.926514
	Iteration 24Q: 3 clusters Score -4306810 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29109 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -4307037.000000 Penalty: 3423.926514
	Iteration 25Q: 3 clusters Score -4307037 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29792 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -4307318.500000 Penalty: 3423.926514
	Iteration 26Q: 3 clusters Score -4307318 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30477 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -4307584.000000 Penalty: 3423.926514
	Iteration 27Q: 3 clusters Score -4307584 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -4307883.500000 Penalty: 3423.926514
	Iteration 28Q: 3 clusters Score -4307884 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -4308192.000000 Penalty: 3423.926514
	Iteration 29Q: 3 clusters Score -4308192 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -4308508.000000 Penalty: 3423.926514
	Iteration 30Q: 3 clusters Score -4308508 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -4308839.000000 Penalty: 3423.926514
	Iteration 31Q: 3 clusters Score -4308839 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33715 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -4309204.500000 Penalty: 3423.926514
	Iteration 32Q: 3 clusters Score -4309204 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34288 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -4309581.000000 Penalty: 3423.926514
	Iteration 33Q: 3 clusters Score -4309581 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -4309906.500000 Penalty: 3423.926514
	Iteration 34Q: 3 clusters Score -4309906 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -4310186.500000 Penalty: 3423.926514
	Iteration 35Q: 3 clusters Score -4310186 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -4310425.000000 Penalty: 3423.926514
	Iteration 36Q: 3 clusters Score -4310425 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35950 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -4310642.000000 Penalty: 3423.926514
	Iteration 37Q: 3 clusters Score -4310642 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36221 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -4310821.500000 Penalty: 3423.926514
	Iteration 38Q: 3 clusters Score -4310822 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36452 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -4310976.500000 Penalty: 3423.926514
	Iteration 39Q: 3 clusters Score -4310976 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36654 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -4311153.000000 Penalty: 3423.926514
	Iteration 40F: 3 clusters Score -4311153 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36807 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -4311288.500000 Penalty: 3423.926514
	Iteration 41Q: 3 clusters Score -4311288 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36918 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -4311356.000000 Penalty: 3423.926514
	Iteration 42Q: 3 clusters Score -4311356 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36999 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -4311419.500000 Penalty: 3423.926514
	Iteration 43Q: 3 clusters Score -4311420 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37063 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4311467.500000 Penalty: 3423.926514
	Iteration 44Q: 3 clusters Score -4311468 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37108 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4311502.000000 Penalty: 3423.926514
	Iteration 45Q: 3 clusters Score -4311502 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4311541.500000 Penalty: 3423.926514
	Iteration 46Q: 3 clusters Score -4311542 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37186 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4311563.000000 Penalty: 3423.926514
	Iteration 47Q: 3 clusters Score -4311563 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -4311581.500000 Penalty: 3423.926514
	Iteration 48Q: 3 clusters Score -4311582 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37226 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -4311594.000000 Penalty: 3423.926514
	Iteration 49Q: 3 clusters Score -4311594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37234 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4311599.000000 Penalty: 3423.926514
	Iteration 50Q: 3 clusters Score -4311599 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37239 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4311605.500000 Penalty: 3423.926514
	Iteration 51Q: 3 clusters Score -4311606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37245 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4311615.000000 Penalty: 3423.926514
	Iteration 52Q: 3 clusters Score -4311615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -4311613.000000 Penalty: 3423.926514
	Iteration 53Q: 3 clusters Score -4311613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37253 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4311613.500000 Penalty: 3423.926514
	Iteration 54Q: 3 clusters Score -4311614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37256 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4311614.000000 Penalty: 3423.926514
	Iteration 55Q: 3 clusters Score -4311614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4311615.000000 Penalty: 3423.926514
	Iteration 56Q: 3 clusters Score -4311615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37259 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4311615.500000 Penalty: 3423.926514
	Iteration 57Q: 3 clusters Score -4311616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4311616.000000 Penalty: 3423.926514
	Iteration 58Q: 3 clusters Score -4311616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37264 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4311617.000000 Penalty: 3423.926514
	Iteration 59Q: 3 clusters Score -4311617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37265 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4311619.000000 Penalty: 3423.926514
	Iteration 60F: 3 clusters Score -4311619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37266 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4311616.500000 Penalty: 3423.926514
	Iteration 61Q: 3 clusters Score -4311616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37267 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4311618.500000 Penalty: 3423.926514
	Iteration 62Q: 3 clusters Score -4311618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37267 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4311618.500000 Penalty: 3423.926514
	Iteration 63F: 3 clusters Score -4311618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Entering Unmasked Estep 
Score: -1130093.250000 Penalty: 1491.780884
	Iteration 0F: 2 clusters Score -1130093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1123073.875000 Penalty: 2983.561768
	Iteration 0F: 3 clusters Score -1123074 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1125261.375000 Penalty: 2983.561768
	Iteration 1F: 3 clusters Score -1125261 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1125478.750000 Penalty: 2983.561768
	Iteration 2F: 3 clusters Score -1125479 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1125639.125000 Penalty: 2983.561768
	Iteration 3Q: 3 clusters Score -1125639 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1125756.625000 Penalty: 2983.561768
	Iteration 4Q: 3 clusters Score -1125757 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1125862.125000 Penalty: 2983.561768
	Iteration 5Q: 3 clusters Score -1125862 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1126012.500000 Penalty: 2983.561768
	Iteration 6Q: 3 clusters Score -1126012 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1126197.000000 Penalty: 2983.561768
	Iteration 7Q: 3 clusters Score -1126197 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1126424.500000 Penalty: 2983.561768
	Iteration 8Q: 3 clusters Score -1126424 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1126716.500000 Penalty: 2983.561768
	Iteration 9Q: 3 clusters Score -1126716 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1127075.500000 Penalty: 2983.561768
	Iteration 10Q: 3 clusters Score -1127076 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1127455.875000 Penalty: 2983.561768
	Iteration 11Q: 3 clusters Score -1127456 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1127796.250000 Penalty: 2983.561768
	Iteration 12Q: 3 clusters Score -1127796 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1128118.250000 Penalty: 2983.561768
	Iteration 13Q: 3 clusters Score -1128118 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1128358.000000 Penalty: 2983.561768
	Iteration 14Q: 3 clusters Score -1128358 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1128512.125000 Penalty: 2983.561768
	Iteration 15Q: 3 clusters Score -1128512 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1128621.875000 Penalty: 2983.561768
	Iteration 16Q: 3 clusters Score -1128622 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1128678.250000 Penalty: 2983.561768
	Iteration 17Q: 3 clusters Score -1128678 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1128721.000000 Penalty: 2983.561768
	Iteration 18Q: 3 clusters Score -1128721 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1128741.375000 Penalty: 2983.561768
	Iteration 19Q: 3 clusters Score -1128741 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1128760.500000 Penalty: 2983.561768
	Iteration 20F: 3 clusters Score -1128760 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1128771.750000 Penalty: 2983.561768
	Iteration 21Q: 3 clusters Score -1128772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1128783.375000 Penalty: 2983.561768
	Iteration 22Q: 3 clusters Score -1128783 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1128791.875000 Penalty: 2983.561768
	Iteration 23Q: 3 clusters Score -1128792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1128799.750000 Penalty: 2983.561768
	Iteration 24Q: 3 clusters Score -1128800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1128808.125000 Penalty: 2983.561768
	Iteration 25Q: 3 clusters Score -1128808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1128813.625000 Penalty: 2983.561768
	Iteration 26Q: 3 clusters Score -1128814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1128817.250000 Penalty: 2983.561768
	Iteration 27Q: 3 clusters Score -1128817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1128823.875000 Penalty: 2983.561768
	Iteration 28Q: 3 clusters Score -1128824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1128824.750000 Penalty: 2983.561768
	Iteration 29Q: 3 clusters Score -1128825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1128826.875000 Penalty: 2983.561768
	Iteration 30Q: 3 clusters Score -1128827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1128828.000000 Penalty: 2983.561768
	Iteration 31Q: 3 clusters Score -1128828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1128828.500000 Penalty: 2983.561768
	Iteration 32Q: 3 clusters Score -1128828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1128830.750000 Penalty: 2983.561768
	Iteration 33Q: 3 clusters Score -1128831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1128832.500000 Penalty: 2983.561768
	Iteration 34Q: 3 clusters Score -1128832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1128829.750000 Penalty: 2983.561768
	Iteration 35Q: 3 clusters Score -1128830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1128832.250000 Penalty: 2983.561768
	Iteration 36Q: 3 clusters Score -1128832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1128832.250000 Penalty: 2983.561768
	Iteration 37F: 3 clusters Score -1128832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (15715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Entering Unmasked Estep 
Score: -1843525.375000 Penalty: 1570.135254
	Iteration 0F: 2 clusters Score -1843525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1832661.500000 Penalty: 3140.270508
	Iteration 0F: 3 clusters Score -1832662 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1836390.375000 Penalty: 3140.270508
	Iteration 1F: 3 clusters Score -1836390 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1836627.625000 Penalty: 3140.270508
	Iteration 2Q: 3 clusters Score -1836628 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1836793.875000 Penalty: 3140.270508
	Iteration 3Q: 3 clusters Score -1836794 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1836912.500000 Penalty: 3140.270508
	Iteration 4Q: 3 clusters Score -1836912 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1837018.875000 Penalty: 3140.270508
	Iteration 5Q: 3 clusters Score -1837019 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1837111.875000 Penalty: 3140.270508
	Iteration 6Q: 3 clusters Score -1837112 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1837217.750000 Penalty: 3140.270508
	Iteration 7Q: 3 clusters Score -1837218 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1837334.375000 Penalty: 3140.270508
	Iteration 8Q: 3 clusters Score -1837334 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1837496.000000 Penalty: 3140.270508
	Iteration 9Q: 3 clusters Score -1837496 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1837747.375000 Penalty: 3140.270508
	Iteration 10Q: 3 clusters Score -1837747 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1838116.250000 Penalty: 3140.270508
	Iteration 11Q: 3 clusters Score -1838116 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1838666.875000 Penalty: 3140.270508
	Iteration 12F: 3 clusters Score -1838667 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1839438.750000 Penalty: 3140.270508
	Iteration 13F: 3 clusters Score -1839439 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1840358.000000 Penalty: 3140.270508
	Iteration 14F: 3 clusters Score -1840358 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1841163.375000 Penalty: 3140.270508
	Iteration 15F: 3 clusters Score -1841163 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1841622.875000 Penalty: 3140.270508
	Iteration 16Q: 3 clusters Score -1841623 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1841873.250000 Penalty: 3140.270508
	Iteration 17Q: 3 clusters Score -1841873 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1842001.125000 Penalty: 3140.270508
	Iteration 18Q: 3 clusters Score -1842001 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1842060.750000 Penalty: 3140.270508
	Iteration 19Q: 3 clusters Score -1842061 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1842098.125000 Penalty: 3140.270508
	Iteration 20F: 3 clusters Score -1842098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1842120.000000 Penalty: 3140.270508
	Iteration 21Q: 3 clusters Score -1842120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1842131.250000 Penalty: 3140.270508
	Iteration 22Q: 3 clusters Score -1842131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1842136.500000 Penalty: 3140.270508
	Iteration 23Q: 3 clusters Score -1842136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1842137.500000 Penalty: 3140.270508
	Iteration 24Q: 3 clusters Score -1842138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1842145.375000 Penalty: 3140.270508
	Iteration 25Q: 3 clusters Score -1842145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1842147.500000 Penalty: 3140.270508
	Iteration 26Q: 3 clusters Score -1842148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1842148.625000 Penalty: 3140.270508
	Iteration 27Q: 3 clusters Score -1842149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1842148.625000 Penalty: 3140.270508
	Iteration 28F: 3 clusters Score -1842149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (80299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80299 members 
Entering Unmasked Estep 
Score: -9575106.000000 Penalty: 1835.195801
	Iteration 0F: 2 clusters Score -9575106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40249 members 
Mstep: Class 2 contains 40050 members 
Entering Unmasked Estep 
Score: -9521424.000000 Penalty: 3670.391602
	Iteration 0F: 3 clusters Score -9521424 nChanged 38267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41752 members 
Mstep: Class 2 contains 38547 members 
Entering Unmasked Estep 
Score: -9543603.000000 Penalty: 3670.391602
	Iteration 1F: 3 clusters Score -9543603 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42732 members 
Mstep: Class 2 contains 37567 members 
Entering Unmasked Estep 
Score: -9544425.000000 Penalty: 3670.391602
	Iteration 2Q: 3 clusters Score -9544425 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44166 members 
Mstep: Class 2 contains 36133 members 
Entering Unmasked Estep 
Score: -9545582.000000 Penalty: 3670.391602
	Iteration 3Q: 3 clusters Score -9545582 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46141 members 
Mstep: Class 2 contains 34158 members 
Entering Unmasked Estep 
Score: -9547244.000000 Penalty: 3670.391602
	Iteration 4Q: 3 clusters Score -9547244 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48803 members 
Mstep: Class 2 contains 31496 members 
Entering Unmasked Estep 
Score: -9549766.000000 Penalty: 3670.391602
	Iteration 5F: 3 clusters Score -9549766 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52037 members 
Mstep: Class 2 contains 28262 members 
Entering Unmasked Estep 
Score: -9553212.000000 Penalty: 3670.391602
	Iteration 6F: 3 clusters Score -9553212 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55332 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -9557173.000000 Penalty: 3670.391602
	Iteration 7F: 3 clusters Score -9557173 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58205 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -9560936.000000 Penalty: 3670.391602
	Iteration 8F: 3 clusters Score -9560936 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60308 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -9563370.000000 Penalty: 3670.391602
	Iteration 9Q: 3 clusters Score -9563370 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61933 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -9564753.000000 Penalty: 3670.391602
	Iteration 10Q: 3 clusters Score -9564753 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63355 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -9565512.000000 Penalty: 3670.391602
	Iteration 11Q: 3 clusters Score -9565512 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64671 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -9566084.000000 Penalty: 3670.391602
	Iteration 12Q: 3 clusters Score -9566084 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65953 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -9566632.000000 Penalty: 3670.391602
	Iteration 13Q: 3 clusters Score -9566632 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67213 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -9567203.000000 Penalty: 3670.391602
	Iteration 14Q: 3 clusters Score -9567203 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68496 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -9567712.000000 Penalty: 3670.391602
	Iteration 15Q: 3 clusters Score -9567712 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69794 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -9568266.000000 Penalty: 3670.391602
	Iteration 16Q: 3 clusters Score -9568266 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71094 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -9568849.000000 Penalty: 3670.391602
	Iteration 17Q: 3 clusters Score -9568849 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72348 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -9569469.000000 Penalty: 3670.391602
	Iteration 18Q: 3 clusters Score -9569469 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73528 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -9570053.000000 Penalty: 3670.391602
	Iteration 19Q: 3 clusters Score -9570053 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74660 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -9570605.000000 Penalty: 3670.391602
	Iteration 20F: 3 clusters Score -9570605 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75681 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -9571087.000000 Penalty: 3670.391602
	Iteration 21Q: 3 clusters Score -9571087 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76607 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -9571611.000000 Penalty: 3670.391602
	Iteration 22Q: 3 clusters Score -9571611 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77395 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -9572001.000000 Penalty: 3670.391602
	Iteration 23Q: 3 clusters Score -9572001 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78039 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -9572298.000000 Penalty: 3670.391602
	Iteration 24Q: 3 clusters Score -9572298 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78533 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -9572571.000000 Penalty: 3670.391602
	Iteration 25Q: 3 clusters Score -9572571 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78935 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -9572831.000000 Penalty: 3670.391602
	Iteration 26Q: 3 clusters Score -9572831 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79232 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -9573035.000000 Penalty: 3670.391602
	Iteration 27Q: 3 clusters Score -9573035 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79421 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -9573157.000000 Penalty: 3670.391602
	Iteration 28Q: 3 clusters Score -9573157 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79570 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -9573251.000000 Penalty: 3670.391602
	Iteration 29Q: 3 clusters Score -9573251 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79660 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -9573321.000000 Penalty: 3670.391602
	Iteration 30Q: 3 clusters Score -9573321 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79715 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -9573370.000000 Penalty: 3670.391602
	Iteration 31Q: 3 clusters Score -9573370 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79749 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -9573386.000000 Penalty: 3670.391602
	Iteration 32Q: 3 clusters Score -9573386 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79779 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -9573409.000000 Penalty: 3670.391602
	Iteration 33Q: 3 clusters Score -9573409 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79797 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -9573426.000000 Penalty: 3670.391602
	Iteration 34Q: 3 clusters Score -9573426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79810 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -9573438.000000 Penalty: 3670.391602
	Iteration 35Q: 3 clusters Score -9573438 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79827 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -9573447.000000 Penalty: 3670.391602
	Iteration 36Q: 3 clusters Score -9573447 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79837 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -9573454.000000 Penalty: 3670.391602
	Iteration 37Q: 3 clusters Score -9573454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79842 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -9573453.000000 Penalty: 3670.391602
	Iteration 38Q: 3 clusters Score -9573453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79847 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -9573461.000000 Penalty: 3670.391602
	Iteration 39Q: 3 clusters Score -9573461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79853 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -9573468.000000 Penalty: 3670.391602
	Iteration 40F: 3 clusters Score -9573468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79861 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -9573456.000000 Penalty: 3670.391602
	Iteration 41Q: 3 clusters Score -9573456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79864 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -9573461.000000 Penalty: 3670.391602
	Iteration 42Q: 3 clusters Score -9573461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79865 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -9573468.000000 Penalty: 3670.391602
	Iteration 43Q: 3 clusters Score -9573468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79865 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -9573469.000000 Penalty: 3670.391602
	Iteration 44Q: 3 clusters Score -9573469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79866 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -9573467.000000 Penalty: 3670.391602
	Iteration 45Q: 3 clusters Score -9573467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79866 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -9573474.000000 Penalty: 3670.391602
	Iteration 46Q: 3 clusters Score -9573474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79867 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -9573477.000000 Penalty: 3670.391602
	Iteration 47Q: 3 clusters Score -9573477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79868 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -9573472.000000 Penalty: 3670.391602
	Iteration 48Q: 3 clusters Score -9573472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79869 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -9573476.000000 Penalty: 3670.391602
	Iteration 49Q: 3 clusters Score -9573476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79870 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -9573478.000000 Penalty: 3670.391602
	Iteration 50Q: 3 clusters Score -9573478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79870 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -9573471.000000 Penalty: 3670.391602
	Iteration 51Q: 3 clusters Score -9573471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79872 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -9573472.000000 Penalty: 3670.391602
	Iteration 52Q: 3 clusters Score -9573472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79875 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -9573463.000000 Penalty: 3670.391602
	Iteration 53Q: 3 clusters Score -9573463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79876 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -9573466.000000 Penalty: 3670.391602
	Iteration 54Q: 3 clusters Score -9573466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79877 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -9573469.000000 Penalty: 3670.391602
	Iteration 55Q: 3 clusters Score -9573469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79878 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -9573471.000000 Penalty: 3670.391602
	Iteration 56Q: 3 clusters Score -9573471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79880 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -9573478.000000 Penalty: 3670.391602
	Iteration 57Q: 3 clusters Score -9573478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79884 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -9573481.000000 Penalty: 3670.391602
	Iteration 58Q: 3 clusters Score -9573481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79885 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -9573484.000000 Penalty: 3670.391602
	Iteration 59Q: 3 clusters Score -9573484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79889 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -9573492.000000 Penalty: 3670.391602
	Iteration 60F: 3 clusters Score -9573492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79892 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -9573482.000000 Penalty: 3670.391602
	Iteration 61Q: 3 clusters Score -9573482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79894 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -9573483.000000 Penalty: 3670.391602
	Iteration 62Q: 3 clusters Score -9573483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79896 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -9573490.000000 Penalty: 3670.391602
	Iteration 63Q: 3 clusters Score -9573490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79899 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -9573491.000000 Penalty: 3670.391602
	Iteration 64Q: 3 clusters Score -9573491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79897 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -9573488.000000 Penalty: 3670.391602
	Iteration 65Q: 3 clusters Score -9573488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79897 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -9573488.000000 Penalty: 3670.391602
	Iteration 66F: 3 clusters Score -9573488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (25355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25355 members 
Entering Unmasked Estep 
Score: -2794425.000000 Penalty: 1647.868774
	Iteration 0F: 2 clusters Score -2794425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -2777235.000000 Penalty: 3295.737549
	Iteration 0F: 3 clusters Score -2777235 nChanged 11590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -2783972.250000 Penalty: 3295.737549
	Iteration 1F: 3 clusters Score -2783972 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -2784560.750000 Penalty: 3295.737549
	Iteration 2F: 3 clusters Score -2784561 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -2785219.000000 Penalty: 3295.737549
	Iteration 3F: 3 clusters Score -2785219 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -2785921.500000 Penalty: 3295.737549
	Iteration 4F: 3 clusters Score -2785922 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -2786715.750000 Penalty: 3295.737549
	Iteration 5F: 3 clusters Score -2786716 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -2787574.000000 Penalty: 3295.737549
	Iteration 6F: 3 clusters Score -2787574 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -2788441.750000 Penalty: 3295.737549
	Iteration 7F: 3 clusters Score -2788442 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -2789134.250000 Penalty: 3295.737549
	Iteration 8Q: 3 clusters Score -2789134 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -2789527.500000 Penalty: 3295.737549
	Iteration 9Q: 3 clusters Score -2789528 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -2789716.750000 Penalty: 3295.737549
	Iteration 10Q: 3 clusters Score -2789717 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -2789841.500000 Penalty: 3295.737549
	Iteration 11Q: 3 clusters Score -2789842 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -2789923.000000 Penalty: 3295.737549
	Iteration 12Q: 3 clusters Score -2789923 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -2789974.250000 Penalty: 3295.737549
	Iteration 13Q: 3 clusters Score -2789974 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -2790023.250000 Penalty: 3295.737549
	Iteration 14Q: 3 clusters Score -2790023 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -2790075.000000 Penalty: 3295.737549
	Iteration 15Q: 3 clusters Score -2790075 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -2790125.500000 Penalty: 3295.737549
	Iteration 16Q: 3 clusters Score -2790126 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -2790164.250000 Penalty: 3295.737549
	Iteration 17Q: 3 clusters Score -2790164 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -2790191.750000 Penalty: 3295.737549
	Iteration 18Q: 3 clusters Score -2790192 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -2790222.500000 Penalty: 3295.737549
	Iteration 19Q: 3 clusters Score -2790222 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -2790256.000000 Penalty: 3295.737549
	Iteration 20F: 3 clusters Score -2790256 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -2790281.000000 Penalty: 3295.737549
	Iteration 21Q: 3 clusters Score -2790281 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -2790288.750000 Penalty: 3295.737549
	Iteration 22Q: 3 clusters Score -2790289 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -2790313.500000 Penalty: 3295.737549
	Iteration 23Q: 3 clusters Score -2790314 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -2790334.750000 Penalty: 3295.737549
	Iteration 24Q: 3 clusters Score -2790335 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -2790361.000000 Penalty: 3295.737549
	Iteration 25Q: 3 clusters Score -2790361 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -2790379.000000 Penalty: 3295.737549
	Iteration 26Q: 3 clusters Score -2790379 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -2790405.500000 Penalty: 3295.737549
	Iteration 27Q: 3 clusters Score -2790406 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -2790412.750000 Penalty: 3295.737549
	Iteration 28Q: 3 clusters Score -2790413 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -2790428.750000 Penalty: 3295.737549
	Iteration 29Q: 3 clusters Score -2790429 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -2790448.750000 Penalty: 3295.737549
	Iteration 30Q: 3 clusters Score -2790449 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -2790469.750000 Penalty: 3295.737549
	Iteration 31Q: 3 clusters Score -2790470 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -2790487.000000 Penalty: 3295.737549
	Iteration 32Q: 3 clusters Score -2790487 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -2790511.750000 Penalty: 3295.737549
	Iteration 33Q: 3 clusters Score -2790512 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -2790529.000000 Penalty: 3295.737549
	Iteration 34Q: 3 clusters Score -2790529 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -2790569.250000 Penalty: 3295.737549
	Iteration 35Q: 3 clusters Score -2790569 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -2790591.000000 Penalty: 3295.737549
	Iteration 36Q: 3 clusters Score -2790591 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -2790618.000000 Penalty: 3295.737549
	Iteration 37Q: 3 clusters Score -2790618 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -2790647.250000 Penalty: 3295.737549
	Iteration 38Q: 3 clusters Score -2790647 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -2790689.750000 Penalty: 3295.737549
	Iteration 39Q: 3 clusters Score -2790690 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -2790755.250000 Penalty: 3295.737549
	Iteration 40F: 3 clusters Score -2790755 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -2790826.500000 Penalty: 3295.737549
	Iteration 41Q: 3 clusters Score -2790826 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -2790899.000000 Penalty: 3295.737549
	Iteration 42Q: 3 clusters Score -2790899 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -2790979.250000 Penalty: 3295.737549
	Iteration 43Q: 3 clusters Score -2790979 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -2791064.250000 Penalty: 3295.737549
	Iteration 44Q: 3 clusters Score -2791064 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -2791154.750000 Penalty: 3295.737549
	Iteration 45Q: 3 clusters Score -2791155 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -2791263.000000 Penalty: 3295.737549
	Iteration 46Q: 3 clusters Score -2791263 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -2791400.000000 Penalty: 3295.737549
	Iteration 47Q: 3 clusters Score -2791400 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -2791511.000000 Penalty: 3295.737549
	Iteration 48Q: 3 clusters Score -2791511 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -2791639.250000 Penalty: 3295.737549
	Iteration 49Q: 3 clusters Score -2791639 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -2791801.250000 Penalty: 3295.737549
	Iteration 50Q: 3 clusters Score -2791801 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -2791982.500000 Penalty: 3295.737549
	Iteration 51Q: 3 clusters Score -2791982 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -2792186.250000 Penalty: 3295.737549
	Iteration 52Q: 3 clusters Score -2792186 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -2792390.250000 Penalty: 3295.737549
	Iteration 53Q: 3 clusters Score -2792390 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -2792587.250000 Penalty: 3295.737549
	Iteration 54Q: 3 clusters Score -2792587 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -2792779.000000 Penalty: 3295.737549
	Iteration 55Q: 3 clusters Score -2792779 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -2792977.500000 Penalty: 3295.737549
	Iteration 56Q: 3 clusters Score -2792978 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -2793131.250000 Penalty: 3295.737549
	Iteration 57Q: 3 clusters Score -2793131 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -2793228.750000 Penalty: 3295.737549
	Iteration 58Q: 3 clusters Score -2793229 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -2793322.500000 Penalty: 3295.737549
	Iteration 59Q: 3 clusters Score -2793322 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -2793379.750000 Penalty: 3295.737549
	Iteration 60F: 3 clusters Score -2793380 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
Score: -2793412.750000 Penalty: 3295.737549
	Iteration 61Q: 3 clusters Score -2793413 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -2793438.250000 Penalty: 3295.737549
	Iteration 62Q: 3 clusters Score -2793438 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -2793453.000000 Penalty: 3295.737549
	Iteration 63Q: 3 clusters Score -2793453 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -2793466.500000 Penalty: 3295.737549
	Iteration 64Q: 3 clusters Score -2793466 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -2793478.500000 Penalty: 3295.737549
	Iteration 65Q: 3 clusters Score -2793478 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -2793487.500000 Penalty: 3295.737549
	Iteration 66Q: 3 clusters Score -2793488 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -2793498.250000 Penalty: 3295.737549
	Iteration 67Q: 3 clusters Score -2793498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -2793509.500000 Penalty: 3295.737549
	Iteration 68Q: 3 clusters Score -2793510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -2793518.500000 Penalty: 3295.737549
	Iteration 69Q: 3 clusters Score -2793518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -2793522.000000 Penalty: 3295.737549
	Iteration 70Q: 3 clusters Score -2793522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -2793528.000000 Penalty: 3295.737549
	Iteration 71Q: 3 clusters Score -2793528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -2793528.250000 Penalty: 3295.737549
	Iteration 72Q: 3 clusters Score -2793528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -2793535.000000 Penalty: 3295.737549
	Iteration 73Q: 3 clusters Score -2793535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -2793530.750000 Penalty: 3295.737549
	Iteration 74Q: 3 clusters Score -2793531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -2793528.000000 Penalty: 3295.737549
	Iteration 75Q: 3 clusters Score -2793528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -2793531.500000 Penalty: 3295.737549
	Iteration 76Q: 3 clusters Score -2793532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -2793531.000000 Penalty: 3295.737549
	Iteration 77Q: 3 clusters Score -2793531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -2793531.000000 Penalty: 3295.737549
	Iteration 78Q: 3 clusters Score -2793531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -2793531.000000 Penalty: 3295.737549
	Iteration 79F: 3 clusters Score -2793531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Entering Unmasked Estep 
Score: -83308.250000 Penalty: 1105.208496
	Iteration 0F: 2 clusters Score -83308.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -81984.132812 Penalty: 2210.416992
	Iteration 0F: 3 clusters Score -81984.13 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -82300.062500 Penalty: 2210.416992
	Iteration 1F: 3 clusters Score -82300.06 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -82402.859375 Penalty: 2210.416992
	Iteration 2F: 3 clusters Score -82402.86 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -82464.750000 Penalty: 2210.416992
	Iteration 3F: 3 clusters Score -82464.75 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -82522.929688 Penalty: 2210.416992
	Iteration 4Q: 3 clusters Score -82522.93 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -82583.210938 Penalty: 2210.416992
	Iteration 5Q: 3 clusters Score -82583.21 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -82634.812500 Penalty: 2210.416992
	Iteration 6Q: 3 clusters Score -82634.81 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -82743.539062 Penalty: 2210.416992
	Iteration 7Q: 3 clusters Score -82743.54 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -82828.539062 Penalty: 2210.416992
	Iteration 8Q: 3 clusters Score -82828.54 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -82884.164062 Penalty: 2210.416992
	Iteration 9Q: 3 clusters Score -82884.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -82910.914062 Penalty: 2210.416992
	Iteration 10Q: 3 clusters Score -82910.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -82942.062500 Penalty: 2210.416992
	Iteration 11Q: 3 clusters Score -82942.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -82972.109375 Penalty: 2210.416992
	Iteration 12Q: 3 clusters Score -82972.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -82994.304688 Penalty: 2210.416992
	Iteration 13Q: 3 clusters Score -82994.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -83007.750000 Penalty: 2210.416992
	Iteration 14Q: 3 clusters Score -83007.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -83016.851562 Penalty: 2210.416992
	Iteration 15Q: 3 clusters Score -83016.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -83019.562500 Penalty: 2210.416992
	Iteration 16Q: 3 clusters Score -83019.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -83019.914062 Penalty: 2210.416992
	Iteration 17Q: 3 clusters Score -83019.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -83022.757812 Penalty: 2210.416992
	Iteration 18F: 3 clusters Score -83022.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -83029.000000 Penalty: 2210.416992
	Iteration 19Q: 3 clusters Score -83029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -83030.179688 Penalty: 2210.416992
	Iteration 20F: 3 clusters Score -83030.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -83032.000000 Penalty: 2210.416992
	Iteration 21Q: 3 clusters Score -83032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -83033.250000 Penalty: 2210.416992
	Iteration 22Q: 3 clusters Score -83033.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -83033.250000 Penalty: 2210.416992
	Iteration 23F: 3 clusters Score -83033.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Entering Unmasked Estep 
Score: -81946.414062 Penalty: 1088.268066
	Iteration 0F: 2 clusters Score -81946.41 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 402 members 
Entering Unmasked Estep 
Score: -80700.664062 Penalty: 2176.536133
	Iteration 0F: 3 clusters Score -80700.66 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -81050.234375 Penalty: 2176.536133
	Iteration 1F: 3 clusters Score -81050.23 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -81177.968750 Penalty: 2176.536133
	Iteration 2F: 3 clusters Score -81177.97 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -81292.953125 Penalty: 2176.536133
	Iteration 3F: 3 clusters Score -81292.95 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -81419.687500 Penalty: 2176.536133
	Iteration 4F: 3 clusters Score -81419.69 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -81488.625000 Penalty: 2176.536133
	Iteration 5Q: 3 clusters Score -81488.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -81540.203125 Penalty: 2176.536133
	Iteration 6Q: 3 clusters Score -81540.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -81588.125000 Penalty: 2176.536133
	Iteration 7Q: 3 clusters Score -81588.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -81646.335938 Penalty: 2176.536133
	Iteration 8Q: 3 clusters Score -81646.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -81691.851562 Penalty: 2176.536133
	Iteration 9Q: 3 clusters Score -81691.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -81742.570312 Penalty: 2176.536133
	Iteration 10Q: 3 clusters Score -81742.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -81797.453125 Penalty: 2176.536133
	Iteration 11Q: 3 clusters Score -81797.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -81823.679688 Penalty: 2176.536133
	Iteration 12Q: 3 clusters Score -81823.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -81836.976562 Penalty: 2176.536133
	Iteration 13Q: 3 clusters Score -81836.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -81848.320312 Penalty: 2176.536133
	Iteration 14Q: 3 clusters Score -81848.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -81853.445312 Penalty: 2176.536133
	Iteration 15Q: 3 clusters Score -81853.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -81854.164062 Penalty: 2176.536133
	Iteration 16Q: 3 clusters Score -81854.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -81854.164062 Penalty: 2176.536133
	Iteration 17F: 3 clusters Score -81854.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Entering Unmasked Estep 
Score: -276945.843750 Penalty: 1275.578491
	Iteration 0F: 2 clusters Score -276945.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -274509.031250 Penalty: 2551.156982
	Iteration 0F: 3 clusters Score -274509 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -275064.250000 Penalty: 2551.156982
	Iteration 1F: 3 clusters Score -275064.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -275192.093750 Penalty: 2551.156982
	Iteration 2F: 3 clusters Score -275192.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -275269.031250 Penalty: 2551.156982
	Iteration 3Q: 3 clusters Score -275269 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -275334.093750 Penalty: 2551.156982
	Iteration 4Q: 3 clusters Score -275334.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -275383.875000 Penalty: 2551.156982
	Iteration 5Q: 3 clusters Score -275383.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -275430.500000 Penalty: 2551.156982
	Iteration 6Q: 3 clusters Score -275430.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -275473.125000 Penalty: 2551.156982
	Iteration 7Q: 3 clusters Score -275473.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -275502.031250 Penalty: 2551.156982
	Iteration 8Q: 3 clusters Score -275502 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -275526.000000 Penalty: 2551.156982
	Iteration 9Q: 3 clusters Score -275526 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -275549.375000 Penalty: 2551.156982
	Iteration 10Q: 3 clusters Score -275549.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -275568.937500 Penalty: 2551.156982
	Iteration 11Q: 3 clusters Score -275568.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -275589.312500 Penalty: 2551.156982
	Iteration 12Q: 3 clusters Score -275589.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -275612.343750 Penalty: 2551.156982
	Iteration 13Q: 3 clusters Score -275612.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -275637.593750 Penalty: 2551.156982
	Iteration 14Q: 3 clusters Score -275637.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -275661.125000 Penalty: 2551.156982
	Iteration 15Q: 3 clusters Score -275661.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -275679.125000 Penalty: 2551.156982
	Iteration 16Q: 3 clusters Score -275679.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -275689.562500 Penalty: 2551.156982
	Iteration 17Q: 3 clusters Score -275689.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -275701.093750 Penalty: 2551.156982
	Iteration 18Q: 3 clusters Score -275701.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -275707.531250 Penalty: 2551.156982
	Iteration 19Q: 3 clusters Score -275707.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -275713.437500 Penalty: 2551.156982
	Iteration 20F: 3 clusters Score -275713.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -275724.718750 Penalty: 2551.156982
	Iteration 21Q: 3 clusters Score -275724.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -275731.593750 Penalty: 2551.156982
	Iteration 22Q: 3 clusters Score -275731.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -275738.093750 Penalty: 2551.156982
	Iteration 23Q: 3 clusters Score -275738.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -275743.843750 Penalty: 2551.156982
	Iteration 24Q: 3 clusters Score -275743.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -275746.687500 Penalty: 2551.156982
	Iteration 25Q: 3 clusters Score -275746.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -275750.125000 Penalty: 2551.156982
	Iteration 26Q: 3 clusters Score -275750.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -275753.093750 Penalty: 2551.156982
	Iteration 27Q: 3 clusters Score -275753.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -275755.625000 Penalty: 2551.156982
	Iteration 28Q: 3 clusters Score -275755.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -275759.343750 Penalty: 2551.156982
	Iteration 29Q: 3 clusters Score -275759.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -275764.781250 Penalty: 2551.156982
	Iteration 30Q: 3 clusters Score -275764.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -275770.156250 Penalty: 2551.156982
	Iteration 31Q: 3 clusters Score -275770.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -275777.500000 Penalty: 2551.156982
	Iteration 32Q: 3 clusters Score -275777.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -275780.125000 Penalty: 2551.156982
	Iteration 33Q: 3 clusters Score -275780.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -275783.843750 Penalty: 2551.156982
	Iteration 34Q: 3 clusters Score -275783.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -275788.843750 Penalty: 2551.156982
	Iteration 35Q: 3 clusters Score -275788.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -275795.375000 Penalty: 2551.156982
	Iteration 36Q: 3 clusters Score -275795.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -275799.375000 Penalty: 2551.156982
	Iteration 37Q: 3 clusters Score -275799.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -275801.312500 Penalty: 2551.156982
	Iteration 38Q: 3 clusters Score -275801.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -275803.718750 Penalty: 2551.156982
	Iteration 39Q: 3 clusters Score -275803.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -275806.187500 Penalty: 2551.156982
	Iteration 40F: 3 clusters Score -275806.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -275807.906250 Penalty: 2551.156982
	Iteration 41Q: 3 clusters Score -275807.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -275808.687500 Penalty: 2551.156982
	Iteration 42Q: 3 clusters Score -275808.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -275810.187500 Penalty: 2551.156982
	Iteration 43Q: 3 clusters Score -275810.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -275810.906250 Penalty: 2551.156982
	Iteration 44Q: 3 clusters Score -275810.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -275811.375000 Penalty: 2551.156982
	Iteration 45Q: 3 clusters Score -275811.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -275811.750000 Penalty: 2551.156982
	Iteration 46Q: 3 clusters Score -275811.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -275811.750000 Penalty: 2551.156982
	Iteration 47F: 3 clusters Score -275811.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (53955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53955 members 
Entering Unmasked Estep 
Score: -6445385.500000 Penalty: 1770.584595
	Iteration 0F: 2 clusters Score -6445386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
Score: -6409960.000000 Penalty: 3541.169189
	Iteration 0F: 3 clusters Score -6409960 nChanged 25335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -6424265.500000 Penalty: 3541.169189
	Iteration 1F: 3 clusters Score -6424266 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -6424657.000000 Penalty: 3541.169189
	Iteration 2Q: 3 clusters Score -6424657 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -6425090.500000 Penalty: 3541.169189
	Iteration 3Q: 3 clusters Score -6425090 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -6425659.000000 Penalty: 3541.169189
	Iteration 4Q: 3 clusters Score -6425659 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -6426532.000000 Penalty: 3541.169189
	Iteration 5Q: 3 clusters Score -6426532 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -6428071.500000 Penalty: 3541.169189
	Iteration 6Q: 3 clusters Score -6428072 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31879 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -6430482.500000 Penalty: 3541.169189
	Iteration 7F: 3 clusters Score -6430482 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33658 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -6433634.500000 Penalty: 3541.169189
	Iteration 8F: 3 clusters Score -6433634 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35221 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -6435933.500000 Penalty: 3541.169189
	Iteration 9F: 3 clusters Score -6435934 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36516 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -6437304.500000 Penalty: 3541.169189
	Iteration 10Q: 3 clusters Score -6437304 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -6438271.000000 Penalty: 3541.169189
	Iteration 11Q: 3 clusters Score -6438271 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38823 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -6439141.500000 Penalty: 3541.169189
	Iteration 12Q: 3 clusters Score -6439142 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39732 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -6439897.000000 Penalty: 3541.169189
	Iteration 13Q: 3 clusters Score -6439897 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40511 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -6440634.000000 Penalty: 3541.169189
	Iteration 14Q: 3 clusters Score -6440634 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41085 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -6441268.500000 Penalty: 3541.169189
	Iteration 15Q: 3 clusters Score -6441268 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41610 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -6441889.000000 Penalty: 3541.169189
	Iteration 16Q: 3 clusters Score -6441889 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42044 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -6442432.500000 Penalty: 3541.169189
	Iteration 17Q: 3 clusters Score -6442432 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42432 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -6442903.500000 Penalty: 3541.169189
	Iteration 18Q: 3 clusters Score -6442904 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42685 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -6443295.000000 Penalty: 3541.169189
	Iteration 19Q: 3 clusters Score -6443295 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42999 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -6443578.500000 Penalty: 3541.169189
	Iteration 20F: 3 clusters Score -6443578 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43332 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -6443758.000000 Penalty: 3541.169189
	Iteration 21Q: 3 clusters Score -6443758 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43589 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -6443932.000000 Penalty: 3541.169189
	Iteration 22Q: 3 clusters Score -6443932 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43794 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -6444008.000000 Penalty: 3541.169189
	Iteration 23Q: 3 clusters Score -6444008 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44042 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -6444076.000000 Penalty: 3541.169189
	Iteration 24Q: 3 clusters Score -6444076 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44250 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -6444120.500000 Penalty: 3541.169189
	Iteration 25Q: 3 clusters Score -6444120 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -6444130.000000 Penalty: 3541.169189
	Iteration 26Q: 3 clusters Score -6444130 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44640 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -6444077.000000 Penalty: 3541.169189
	Iteration 27Q: 3 clusters Score -6444077 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44896 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -6444080.000000 Penalty: 3541.169189
	Iteration 28Q: 3 clusters Score -6444080 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44966 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -6444065.000000 Penalty: 3541.169189
	Iteration 29Q: 3 clusters Score -6444065 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45041 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -6444091.000000 Penalty: 3541.169189
	Iteration 30Q: 3 clusters Score -6444091 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45137 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -6444070.000000 Penalty: 3541.169189
	Iteration 31Q: 3 clusters Score -6444070 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45298 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -6444057.000000 Penalty: 3541.169189
	Iteration 32Q: 3 clusters Score -6444057 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45368 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -6443991.500000 Penalty: 3541.169189
	Iteration 33Q: 3 clusters Score -6443992 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45747 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -6443925.000000 Penalty: 3541.169189
	Iteration 34Q: 3 clusters Score -6443925 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45893 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -6443892.500000 Penalty: 3541.169189
	Iteration 35Q: 3 clusters Score -6443892 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45979 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -6443868.500000 Penalty: 3541.169189
	Iteration 36Q: 3 clusters Score -6443868 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46098 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -6443807.000000 Penalty: 3541.169189
	Iteration 37Q: 3 clusters Score -6443807 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46241 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -6443798.500000 Penalty: 3541.169189
	Iteration 38Q: 3 clusters Score -6443798 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46396 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -6443731.000000 Penalty: 3541.169189
	Iteration 39Q: 3 clusters Score -6443731 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46578 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -6443737.500000 Penalty: 3541.169189
	Iteration 40F: 3 clusters Score -6443738 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46706 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -6443723.000000 Penalty: 3541.169189
	Iteration 41Q: 3 clusters Score -6443723 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46975 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -6443665.000000 Penalty: 3541.169189
	Iteration 42Q: 3 clusters Score -6443665 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47289 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -6443731.000000 Penalty: 3541.169189
	Iteration 43Q: 3 clusters Score -6443731 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47579 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -6443796.000000 Penalty: 3541.169189
	Iteration 44Q: 3 clusters Score -6443796 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47618 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -6443770.000000 Penalty: 3541.169189
	Iteration 45Q: 3 clusters Score -6443770 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47668 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -6443807.500000 Penalty: 3541.169189
	Iteration 46Q: 3 clusters Score -6443808 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47728 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -6443764.000000 Penalty: 3541.169189
	Iteration 47Q: 3 clusters Score -6443764 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47671 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -6443819.000000 Penalty: 3541.169189
	Iteration 48Q: 3 clusters Score -6443819 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47756 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -6443844.500000 Penalty: 3541.169189
	Iteration 49Q: 3 clusters Score -6443844 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47748 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -6443833.000000 Penalty: 3541.169189
	Iteration 50Q: 3 clusters Score -6443833 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47730 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -6443829.000000 Penalty: 3541.169189
	Iteration 51Q: 3 clusters Score -6443829 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47785 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -6443800.500000 Penalty: 3541.169189
	Iteration 52Q: 3 clusters Score -6443800 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47823 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -6443861.500000 Penalty: 3541.169189
	Iteration 53Q: 3 clusters Score -6443862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47827 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -6443859.500000 Penalty: 3541.169189
	Iteration 54Q: 3 clusters Score -6443860 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47850 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -6443879.000000 Penalty: 3541.169189
	Iteration 55Q: 3 clusters Score -6443879 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47907 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -6443823.500000 Penalty: 3541.169189
	Iteration 56Q: 3 clusters Score -6443824 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47814 members 
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Mstep: Class 2 contains 5914 members 
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	Iteration 60F: 3 clusters Score -6443866 nChanged 73
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	Iteration 63Q: 3 clusters Score -6443841 nChanged 56
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	Iteration 65Q: 3 clusters Score -6443850 nChanged 36
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	Iteration 69Q: 3 clusters Score -6443878 nChanged 42
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	Iteration 71Q: 3 clusters Score -6443882 nChanged 41
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	Iteration 72Q: 3 clusters Score -6443874 nChanged 111
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	Iteration 75Q: 3 clusters Score -6443918 nChanged 9
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	Iteration 76Q: 3 clusters Score -6443916 nChanged 52
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	Iteration 77Q: 3 clusters Score -6443897 nChanged 62
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	Iteration 78Q: 3 clusters Score -6443918 nChanged 47
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	Iteration 79Q: 3 clusters Score -6443920 nChanged 28
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	Iteration 80F: 3 clusters Score -6443868 nChanged 18
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	Iteration 81Q: 3 clusters Score -6443876 nChanged 57
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	Iteration 82Q: 3 clusters Score -6443908 nChanged 65
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	Iteration 84Q: 3 clusters Score -6443916 nChanged 12
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	Iteration 87Q: 3 clusters Score -6443884 nChanged 56
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	Iteration 100F: 3 clusters Score -6443884 nChanged 36
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	Iteration 102Q: 3 clusters Score -6443873 nChanged 6
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	Iteration 105Q: 3 clusters Score -6443913 nChanged 3
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	Iteration 120F: 3 clusters Score -6443942 nChanged 82
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	Iteration 139Q: 3 clusters Score -6443948 nChanged 3
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	Iteration 140F: 3 clusters Score -6443957 nChanged 53
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Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -6444023.000000 Penalty: 3541.169189
	Iteration 151Q: 3 clusters Score -6444023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49482 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -6444012.500000 Penalty: 3541.169189
	Iteration 152Q: 3 clusters Score -6444012 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49432 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -6444005.000000 Penalty: 3541.169189
	Iteration 153Q: 3 clusters Score -6444005 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49508 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -6444016.500000 Penalty: 3541.169189
	Iteration 154Q: 3 clusters Score -6444016 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49406 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -6443992.500000 Penalty: 3541.169189
	Iteration 155Q: 3 clusters Score -6443992 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49328 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -6444007.500000 Penalty: 3541.169189
	Iteration 156Q: 3 clusters Score -6444008 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49357 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -6443984.500000 Penalty: 3541.169189
	Iteration 157Q: 3 clusters Score -6443984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49362 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -6443990.000000 Penalty: 3541.169189
	Iteration 158Q: 3 clusters Score -6443990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -6443964.000000 Penalty: 3541.169189
	Iteration 159Q: 3 clusters Score -6443964 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49331 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -6443967.500000 Penalty: 3541.169189
	Iteration 160F: 3 clusters Score -6443968 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49353 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -6443973.000000 Penalty: 3541.169189
	Iteration 161Q: 3 clusters Score -6443973 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49324 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -6443985.500000 Penalty: 3541.169189
	Iteration 162Q: 3 clusters Score -6443986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49321 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -6443962.000000 Penalty: 3541.169189
	Iteration 163Q: 3 clusters Score -6443962 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49462 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -6443986.000000 Penalty: 3541.169189
	Iteration 164Q: 3 clusters Score -6443986 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49562 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -6443991.500000 Penalty: 3541.169189
	Iteration 165Q: 3 clusters Score -6443992 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49637 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -6444009.500000 Penalty: 3541.169189
	Iteration 166Q: 3 clusters Score -6444010 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49711 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -6444044.000000 Penalty: 3541.169189
	Iteration 167Q: 3 clusters Score -6444044 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49638 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -6443988.000000 Penalty: 3541.169189
	Iteration 168Q: 3 clusters Score -6443988 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49736 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -6444033.500000 Penalty: 3541.169189
	Iteration 169Q: 3 clusters Score -6444034 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49594 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -6443979.500000 Penalty: 3541.169189
	Iteration 170Q: 3 clusters Score -6443980 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49566 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -6443989.500000 Penalty: 3541.169189
	Iteration 171Q: 3 clusters Score -6443990 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49588 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -6443994.500000 Penalty: 3541.169189
	Iteration 172Q: 3 clusters Score -6443994 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49626 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -6443991.500000 Penalty: 3541.169189
	Iteration 173Q: 3 clusters Score -6443992 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49701 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -6444015.000000 Penalty: 3541.169189
	Iteration 174Q: 3 clusters Score -6444015 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49682 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -6444012.500000 Penalty: 3541.169189
	Iteration 175Q: 3 clusters Score -6444012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49668 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -6443791.000000 Penalty: 3541.169189
	Iteration 176Q: 3 clusters Score -6443791 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50171 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -6444024.000000 Penalty: 3541.169189
	Iteration 177Q: 3 clusters Score -6444024 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49997 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -6443907.500000 Penalty: 3541.169189
	Iteration 178Q: 3 clusters Score -6443908 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50156 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -6443911.000000 Penalty: 3541.169189
	Iteration 179Q: 3 clusters Score -6443911 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50325 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -6444013.500000 Penalty: 3541.169189
	Iteration 180F: 3 clusters Score -6444014 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50257 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -6444056.500000 Penalty: 3541.169189
	Iteration 181Q: 3 clusters Score -6444056 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50030 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -6444004.000000 Penalty: 3541.169189
	Iteration 182Q: 3 clusters Score -6444004 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50072 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -6444022.000000 Penalty: 3541.169189
	Iteration 183Q: 3 clusters Score -6444022 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49887 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -6443929.500000 Penalty: 3541.169189
	Iteration 184Q: 3 clusters Score -6443930 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50079 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -6444036.500000 Penalty: 3541.169189
	Iteration 185Q: 3 clusters Score -6444036 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49946 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -6444017.000000 Penalty: 3541.169189
	Iteration 186Q: 3 clusters Score -6444017 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49913 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -6444025.500000 Penalty: 3541.169189
	Iteration 187Q: 3 clusters Score -6444026 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49686 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -6443997.000000 Penalty: 3541.169189
	Iteration 188Q: 3 clusters Score -6443997 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49855 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -6444050.500000 Penalty: 3541.169189
	Iteration 189Q: 3 clusters Score -6444050 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49883 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -6444036.000000 Penalty: 3541.169189
	Iteration 190Q: 3 clusters Score -6444036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49887 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -6444032.000000 Penalty: 3541.169189
	Iteration 191Q: 3 clusters Score -6444032 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49799 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -6444058.000000 Penalty: 3541.169189
	Iteration 192Q: 3 clusters Score -6444058 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49822 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -6444054.000000 Penalty: 3541.169189
	Iteration 193Q: 3 clusters Score -6444054 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49760 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -6444063.000000 Penalty: 3541.169189
	Iteration 194Q: 3 clusters Score -6444063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49761 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -6444031.000000 Penalty: 3541.169189
	Iteration 195Q: 3 clusters Score -6444031 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49897 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -6444035.500000 Penalty: 3541.169189
	Iteration 196Q: 3 clusters Score -6444036 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49929 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -6444042.500000 Penalty: 3541.169189
	Iteration 197Q: 3 clusters Score -6444042 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49909 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -6444018.500000 Penalty: 3541.169189
	Iteration 198Q: 3 clusters Score -6444018 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49939 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -6444020.500000 Penalty: 3541.169189
	Iteration 199Q: 3 clusters Score -6444020 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49700 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -6444037.500000 Penalty: 3541.169189
	Iteration 200F: 3 clusters Score -6444038 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49659 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -6444037.000000 Penalty: 3541.169189
	Iteration 201Q: 3 clusters Score -6444037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49652 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -6444001.000000 Penalty: 3541.169189
	Iteration 202Q: 3 clusters Score -6444001 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49784 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -6444051.000000 Penalty: 3541.169189
	Iteration 203Q: 3 clusters Score -6444051 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49804 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -6444031.000000 Penalty: 3541.169189
	Iteration 204Q: 3 clusters Score -6444031 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49886 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -6444048.000000 Penalty: 3541.169189
	Iteration 205Q: 3 clusters Score -6444048 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49854 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -6444036.500000 Penalty: 3541.169189
	Iteration 206Q: 3 clusters Score -6444036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49872 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -6444041.500000 Penalty: 3541.169189
	Iteration 207Q: 3 clusters Score -6444042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49871 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -6444045.000000 Penalty: 3541.169189
	Iteration 208Q: 3 clusters Score -6444045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49871 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -6444045.000000 Penalty: 3541.169189
	Iteration 209F: 3 clusters Score -6444045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -28797.208984 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -28797.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -27945.158203 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -27945.16 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -28096.464844 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -28096.46 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -28164.000000 Penalty: 1890.561035
	Iteration 2F: 3 clusters Score -28164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -28188.599609 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -28188.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -28200.058594 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -28200.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -28202.402344 Penalty: 1890.561035
	Iteration 5Q: 3 clusters Score -28202.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -28202.402344 Penalty: 1890.561035
	Iteration 6F: 3 clusters Score -28202.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -19835.064453 Penalty: 953.760742
	Iteration 0F: 2 clusters Score -19835.06 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 174 members 
Entering Unmasked Estep 
Score: -19011.650391 Penalty: 1907.521484
	Iteration 0F: 3 clusters Score -19011.65 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -19318.031250 Penalty: 1907.521484
	Iteration 1F: 3 clusters Score -19318.03 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -19520.574219 Penalty: 1907.521484
	Iteration 2F: 3 clusters Score -19520.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -19835.208984 Penalty: 1907.521484
	Iteration 3F: 3 clusters Score -19835.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -19965.662109 Penalty: 1907.521484
	Iteration 4Q: 3 clusters Score -19965.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -20007.115234 Penalty: 1907.521484
	Iteration 5Q: 3 clusters Score -20007.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -20038.390625 Penalty: 1907.521484
	Iteration 6Q: 3 clusters Score -20038.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -20105.177734 Penalty: 1907.521484
	Iteration 7Q: 3 clusters Score -20105.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -20121.990234 Penalty: 1907.521484
	Iteration 8Q: 3 clusters Score -20121.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -20172.154297 Penalty: 1907.521484
	Iteration 9Q: 3 clusters Score -20172.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -20181.445312 Penalty: 1907.521484
	Iteration 10Q: 3 clusters Score -20181.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -20186.603516 Penalty: 1907.521484
	Iteration 11F: 3 clusters Score -20186.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -20202.238281 Penalty: 1907.521484
	Iteration 12Q: 3 clusters Score -20202.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20206.078125 Penalty: 1907.521484
	Iteration 13Q: 3 clusters Score -20206.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20206.078125 Penalty: 1907.521484
	Iteration 14F: 3 clusters Score -20206.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 43893 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 33842 members 
Mstep: Class 6 contains 74348 members 
Mstep: Class 7 contains 8577 members 
Mstep: Class 8 contains 36316 members 
Mstep: Class 9 contains 31864 members 
Mstep: Class 10 contains 16179 members 
Mstep: Class 11 contains 8142 members 
Mstep: Class 12 contains 56066 members 
Mstep: Class 13 contains 4082 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 15387 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 92401 members 
Mstep: Class 20 contains 33236 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37615 members 
Mstep: Class 23 contains 9703 members 
Mstep: Class 24 contains 15715 members 
Mstep: Class 25 contains 80299 members 
Mstep: Class 26 contains 25355 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 810 members 
Mstep: Class 29 contains 2565 members 
Mstep: Class 30 contains 53955 members 
Mstep: Class 31 contains 336 members 
Mstep: Class 32 contains 201 members 
Mstep: Class 33 contains 55134 members 
Mstep: Class 34 contains 1331 members 
Mstep: Class 35 contains 462 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 91034 members 
Mstep: Class 38 contains 12824 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10777 members 
Mstep: Class 41 contains 81750 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 43 contains 216 members 
Mstep: Class 44 contains 54806 members 
Mstep: Class 45 contains 191903 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 43551 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 26047 members 
Mstep: Class 50 contains 99085 members 
Mstep: Class 51 contains 771 members 
Mstep: Class 52 contains 87885 members 
Mstep: Class 53 contains 50049 members 
Mstep: Class 54 contains 24697 members 
Mstep: Class 55 contains 3696 members 
Mstep: Class 56 contains 32920 members 
Mstep: Class 57 contains 25600 members 
Mstep: Class 58 contains 50249 members 
Mstep: Class 59 contains 53354 members 
Mstep: Class 60 contains 16655 members 
Mstep: Class 61 contains 4583 members 
Mstep: Class 62 contains 153 members 
Entering Unmasked Estep 
Score: -194757616.000000 Penalty: 144672.062500
Splitting cluster 32 changes total score from -194739808.000000 to -194757616.000000
So it's getting split into cluster 62.
Entering ConstructFrom: 
Trying to split cluster 33 (55134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55134 members 
Entering Unmasked Estep 
Score: -6558056.500000 Penalty: 1774.097290
	Iteration 0F: 2 clusters Score -6558056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -6521398.000000 Penalty: 3548.194580
	Iteration 0F: 3 clusters Score -6521398 nChanged 25954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -6536086.000000 Penalty: 3548.194580
	Iteration 1F: 3 clusters Score -6536086 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -6536509.500000 Penalty: 3548.194580
	Iteration 2Q: 3 clusters Score -6536510 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 29878 members 
Entering Unmasked Estep 
Score: -6536942.000000 Penalty: 3548.194580
	Iteration 3Q: 3 clusters Score -6536942 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 31177 members 
Entering Unmasked Estep 
Score: -6537421.000000 Penalty: 3548.194580
	Iteration 4Q: 3 clusters Score -6537421 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 32975 members 
Entering Unmasked Estep 
Score: -6538196.000000 Penalty: 3548.194580
	Iteration 5Q: 3 clusters Score -6538196 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 35448 members 
Entering Unmasked Estep 
Score: -6539440.000000 Penalty: 3548.194580
	Iteration 6Q: 3 clusters Score -6539440 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 38819 members 
Entering Unmasked Estep 
Score: -6541538.000000 Penalty: 3548.194580
	Iteration 7F: 3 clusters Score -6541538 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 42972 members 
Entering Unmasked Estep 
Score: -6544775.000000 Penalty: 3548.194580
	Iteration 8F: 3 clusters Score -6544775 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 47619 members 
Entering Unmasked Estep 
Score: -6549103.000000 Penalty: 3548.194580
	Iteration 9F: 3 clusters Score -6549103 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 51494 members 
Entering Unmasked Estep 
Score: -6552996.000000 Penalty: 3548.194580
	Iteration 10F: 3 clusters Score -6552996 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 53786 members 
Entering Unmasked Estep 
Score: -6555237.500000 Penalty: 3548.194580
	Iteration 11Q: 3 clusters Score -6555238 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 54650 members 
Entering Unmasked Estep 
Score: -6556076.000000 Penalty: 3548.194580
	Iteration 12Q: 3 clusters Score -6556076 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 54889 members 
Entering Unmasked Estep 
Score: -6556321.000000 Penalty: 3548.194580
	Iteration 13Q: 3 clusters Score -6556321 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 54949 members 
Entering Unmasked Estep 
Score: -6556402.500000 Penalty: 3548.194580
	Iteration 14Q: 3 clusters Score -6556402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 54970 members 
Entering Unmasked Estep 
Score: -6556429.500000 Penalty: 3548.194580
	Iteration 15Q: 3 clusters Score -6556430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 54976 members 
Entering Unmasked Estep 
Score: -6556455.000000 Penalty: 3548.194580
	Iteration 16Q: 3 clusters Score -6556455 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 54987 members 
Entering Unmasked Estep 
Score: -6556473.000000 Penalty: 3548.194580
	Iteration 17Q: 3 clusters Score -6556473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 54991 members 
Entering Unmasked Estep 
Score: -6556495.000000 Penalty: 3548.194580
	Iteration 18Q: 3 clusters Score -6556495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 54995 members 
Entering Unmasked Estep 
Score: -6556500.000000 Penalty: 3548.194580
	Iteration 19Q: 3 clusters Score -6556500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 54996 members 
Entering Unmasked Estep 
Score: -6556497.000000 Penalty: 3548.194580
	Iteration 20F: 3 clusters Score -6556497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 54997 members 
Entering Unmasked Estep 
Score: -6556499.500000 Penalty: 3548.194580
	Iteration 21Q: 3 clusters Score -6556500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 54998 members 
Entering Unmasked Estep 
Score: -6556499.000000 Penalty: 3548.194580
	Iteration 22Q: 3 clusters Score -6556499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 54999 members 
Entering Unmasked Estep 
Score: -6556505.000000 Penalty: 3548.194580
	Iteration 23Q: 3 clusters Score -6556505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 54999 members 
Entering Unmasked Estep 
Score: -6556502.000000 Penalty: 3548.194580
	Iteration 24Q: 3 clusters Score -6556502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 54999 members 
Entering Unmasked Estep 
Score: -6556502.000000 Penalty: 3548.194580
	Iteration 25F: 3 clusters Score -6556502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Entering Unmasked Estep 
Score: -145110.437500 Penalty: 1168.973999
	Iteration 0F: 2 clusters Score -145110.4 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 693 members 
Entering Unmasked Estep 
Score: -143440.562500 Penalty: 2337.947998
	Iteration 0F: 3 clusters Score -143440.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -143777.875000 Penalty: 2337.947998
	Iteration 1F: 3 clusters Score -143777.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -143855.937500 Penalty: 2337.947998
	Iteration 2F: 3 clusters Score -143855.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -143896.984375 Penalty: 2337.947998
	Iteration 3Q: 3 clusters Score -143897 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -143930.375000 Penalty: 2337.947998
	Iteration 4Q: 3 clusters Score -143930.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -143945.000000 Penalty: 2337.947998
	Iteration 5Q: 3 clusters Score -143945 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -143959.546875 Penalty: 2337.947998
	Iteration 6Q: 3 clusters Score -143959.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -143972.046875 Penalty: 2337.947998
	Iteration 7Q: 3 clusters Score -143972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -143984.156250 Penalty: 2337.947998
	Iteration 8Q: 3 clusters Score -143984.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -143998.562500 Penalty: 2337.947998
	Iteration 9Q: 3 clusters Score -143998.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -144009.234375 Penalty: 2337.947998
	Iteration 10Q: 3 clusters Score -144009.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -144013.906250 Penalty: 2337.947998
	Iteration 11Q: 3 clusters Score -144013.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -144018.906250 Penalty: 2337.947998
	Iteration 12Q: 3 clusters Score -144018.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -144025.734375 Penalty: 2337.947998
	Iteration 13Q: 3 clusters Score -144025.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -144041.468750 Penalty: 2337.947998
	Iteration 14Q: 3 clusters Score -144041.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -144054.031250 Penalty: 2337.947998
	Iteration 15Q: 3 clusters Score -144054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -144066.984375 Penalty: 2337.947998
	Iteration 16Q: 3 clusters Score -144067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -144073.937500 Penalty: 2337.947998
	Iteration 17Q: 3 clusters Score -144073.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -144079.562500 Penalty: 2337.947998
	Iteration 18Q: 3 clusters Score -144079.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -144081.859375 Penalty: 2337.947998
	Iteration 19Q: 3 clusters Score -144081.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -144085.687500 Penalty: 2337.947998
	Iteration 20F: 3 clusters Score -144085.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -144090.812500 Penalty: 2337.947998
	Iteration 21Q: 3 clusters Score -144090.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -144093.906250 Penalty: 2337.947998
	Iteration 22Q: 3 clusters Score -144093.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -144095.875000 Penalty: 2337.947998
	Iteration 23Q: 3 clusters Score -144095.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -144097.390625 Penalty: 2337.947998
	Iteration 24Q: 3 clusters Score -144097.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -144099.546875 Penalty: 2337.947998
	Iteration 25Q: 3 clusters Score -144099.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -144102.031250 Penalty: 2337.947998
	Iteration 26Q: 3 clusters Score -144102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -144108.015625 Penalty: 2337.947998
	Iteration 27Q: 3 clusters Score -144108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -144112.796875 Penalty: 2337.947998
	Iteration 28Q: 3 clusters Score -144112.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -144116.500000 Penalty: 2337.947998
	Iteration 29Q: 3 clusters Score -144116.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -144124.328125 Penalty: 2337.947998
	Iteration 30Q: 3 clusters Score -144124.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -144132.703125 Penalty: 2337.947998
	Iteration 31Q: 3 clusters Score -144132.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -144139.218750 Penalty: 2337.947998
	Iteration 32Q: 3 clusters Score -144139.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -144144.484375 Penalty: 2337.947998
	Iteration 33Q: 3 clusters Score -144144.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -144150.328125 Penalty: 2337.947998
	Iteration 34Q: 3 clusters Score -144150.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -144152.328125 Penalty: 2337.947998
	Iteration 35Q: 3 clusters Score -144152.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -144153.812500 Penalty: 2337.947998
	Iteration 36Q: 3 clusters Score -144153.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -144154.515625 Penalty: 2337.947998
	Iteration 37Q: 3 clusters Score -144154.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -144155.468750 Penalty: 2337.947998
	Iteration 38Q: 3 clusters Score -144155.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -144156.046875 Penalty: 2337.947998
	Iteration 39Q: 3 clusters Score -144156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -144157.234375 Penalty: 2337.947998
	Iteration 40F: 3 clusters Score -144157.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -144158.437500 Penalty: 2337.947998
	Iteration 41Q: 3 clusters Score -144158.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -144159.187500 Penalty: 2337.947998
	Iteration 42Q: 3 clusters Score -144159.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -144159.187500 Penalty: 2337.947998
	Iteration 43F: 3 clusters Score -144159.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Entering Unmasked Estep 
Score: -33710.542969 Penalty: 997.029297
	Iteration 0F: 2 clusters Score -33710.54 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 210 members 
Entering Unmasked Estep 
Score: -32732.843750 Penalty: 1994.058594
	Iteration 0F: 3 clusters Score -32732.84 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -33010.125000 Penalty: 1994.058594
	Iteration 1F: 3 clusters Score -33010.12 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -33141.652344 Penalty: 1994.058594
	Iteration 2F: 3 clusters Score -33141.65 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -33237.218750 Penalty: 1994.058594
	Iteration 3F: 3 clusters Score -33237.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -33301.187500 Penalty: 1994.058594
	Iteration 4Q: 3 clusters Score -33301.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -33322.902344 Penalty: 1994.058594
	Iteration 5Q: 3 clusters Score -33322.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -33340.121094 Penalty: 1994.058594
	Iteration 6Q: 3 clusters Score -33340.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -33358.421875 Penalty: 1994.058594
	Iteration 7Q: 3 clusters Score -33358.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -33363.656250 Penalty: 1994.058594
	Iteration 8Q: 3 clusters Score -33363.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -33364.277344 Penalty: 1994.058594
	Iteration 9Q: 3 clusters Score -33364.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -33364.277344 Penalty: 1994.058594
	Iteration 10F: 3 clusters Score -33364.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -30197.080078 Penalty: 963.989868
	Iteration 0F: 2 clusters Score -30197.08 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 195 members 
Entering Unmasked Estep 
Score: -29316.656250 Penalty: 1927.979736
	Iteration 0F: 3 clusters Score -29316.66 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -29599.533203 Penalty: 1927.979736
	Iteration 1F: 3 clusters Score -29599.53 nChanged 34
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: -29741.146484 Penalty: 1927.979736
	Iteration 2F: 3 clusters Score -29741.15 nChanged 16
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: -29797.820312 Penalty: 1927.979736
	Iteration 3Q: 3 clusters Score -29797.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -29825.732422 Penalty: 1927.979736
	Iteration 4Q: 3 clusters Score -29825.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -29830.978516 Penalty: 1927.979736
	Iteration 5Q: 3 clusters Score -29830.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -29843.966797 Penalty: 1927.979736
	Iteration 6Q: 3 clusters Score -29843.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -29856.482422 Penalty: 1927.979736
	Iteration 7Q: 3 clusters Score -29856.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -29861.779297 Penalty: 1927.979736
	Iteration 8Q: 3 clusters Score -29861.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -29863.128906 Penalty: 1927.979736
	Iteration 9Q: 3 clusters Score -29863.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -29863.128906 Penalty: 1927.979736
	Iteration 10F: 3 clusters Score -29863.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (91034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91034 members 
Entering Unmasked Estep 
Score: -10645539.000000 Penalty: 1855.585571
	Iteration 0F: 2 clusters Score -1.064554e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45573 members 
Mstep: Class 2 contains 45461 members 
Entering Unmasked Estep 
Score: -10584861.000000 Penalty: 3711.171143
	Iteration 0F: 3 clusters Score -1.058486e+07 nChanged 43449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46948 members 
Mstep: Class 2 contains 44086 members 
Entering Unmasked Estep 
Score: -10609975.000000 Penalty: 3711.171143
	Iteration 1F: 3 clusters Score -1.060998e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48108 members 
Mstep: Class 2 contains 42926 members 
Entering Unmasked Estep 
Score: -10610555.000000 Penalty: 3711.171143
	Iteration 2Q: 3 clusters Score -1.061056e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49853 members 
Mstep: Class 2 contains 41181 members 
Entering Unmasked Estep 
Score: -10611395.000000 Penalty: 3711.171143
	Iteration 3Q: 3 clusters Score -1.06114e+07 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52471 members 
Mstep: Class 2 contains 38563 members 
Entering Unmasked Estep 
Score: -10612649.000000 Penalty: 3711.171143
	Iteration 4Q: 3 clusters Score -1.061265e+07 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56170 members 
Mstep: Class 2 contains 34864 members 
Entering Unmasked Estep 
Score: -10614568.000000 Penalty: 3711.171143
	Iteration 5Q: 3 clusters Score -1.061457e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61257 members 
Mstep: Class 2 contains 29777 members 
Entering Unmasked Estep 
Score: -10617913.000000 Penalty: 3711.171143
	Iteration 6F: 3 clusters Score -1.061791e+07 nChanged 6657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67724 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -10622850.000000 Penalty: 3711.171143
	Iteration 7F: 3 clusters Score -1.062285e+07 nChanged 6955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74585 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -10628958.000000 Penalty: 3711.171143
	Iteration 8F: 3 clusters Score -1.062896e+07 nChanged 5917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80458 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -10634405.000000 Penalty: 3711.171143
	Iteration 9F: 3 clusters Score -1.06344e+07 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84589 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -10638433.000000 Penalty: 3711.171143
	Iteration 10Q: 3 clusters Score -1.063843e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87233 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -10640834.000000 Penalty: 3711.171143
	Iteration 11Q: 3 clusters Score -1.064083e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88800 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -10642222.000000 Penalty: 3711.171143
	Iteration 12Q: 3 clusters Score -1.064222e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89718 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -10643064.000000 Penalty: 3711.171143
	Iteration 13Q: 3 clusters Score -1.064306e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90210 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -10643461.000000 Penalty: 3711.171143
	Iteration 14Q: 3 clusters Score -1.064346e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90445 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -10643633.000000 Penalty: 3711.171143
	Iteration 15Q: 3 clusters Score -1.064363e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90574 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -10643738.000000 Penalty: 3711.171143
	Iteration 16Q: 3 clusters Score -1.064374e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90644 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -10643818.000000 Penalty: 3711.171143
	Iteration 17Q: 3 clusters Score -1.064382e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90682 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -10643859.000000 Penalty: 3711.171143
	Iteration 18Q: 3 clusters Score -1.064386e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90715 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -10643902.000000 Penalty: 3711.171143
	Iteration 19Q: 3 clusters Score -1.06439e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90738 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -10643936.000000 Penalty: 3711.171143
	Iteration 20F: 3 clusters Score -1.064394e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90742 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -10643943.000000 Penalty: 3711.171143
	Iteration 21Q: 3 clusters Score -1.064394e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90752 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -10643945.000000 Penalty: 3711.171143
	Iteration 22Q: 3 clusters Score -1.064394e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90757 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -10643959.000000 Penalty: 3711.171143
	Iteration 23Q: 3 clusters Score -1.064396e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90760 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -10643962.000000 Penalty: 3711.171143
	Iteration 24Q: 3 clusters Score -1.064396e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90763 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -10643970.000000 Penalty: 3711.171143
	Iteration 25Q: 3 clusters Score -1.064397e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90764 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -10643977.000000 Penalty: 3711.171143
	Iteration 26Q: 3 clusters Score -1.064398e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90765 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -10643976.000000 Penalty: 3711.171143
	Iteration 27Q: 3 clusters Score -1.064398e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90765 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -10643977.000000 Penalty: 3711.171143
	Iteration 28Q: 3 clusters Score -1.064398e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90766 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -10643979.000000 Penalty: 3711.171143
	Iteration 29Q: 3 clusters Score -1.064398e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90767 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -10643981.000000 Penalty: 3711.171143
	Iteration 30Q: 3 clusters Score -1.064398e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90767 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -10643981.000000 Penalty: 3711.171143
	Iteration 31F: 3 clusters Score -1.064398e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -1453515.625000 Penalty: 1537.099487
	Iteration 0F: 2 clusters Score -1453516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1444570.625000 Penalty: 3074.198975
	Iteration 0F: 3 clusters Score -1444571 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1447460.750000 Penalty: 3074.198975
	Iteration 1F: 3 clusters Score -1447461 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1447698.500000 Penalty: 3074.198975
	Iteration 2F: 3 clusters Score -1447698 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1447882.000000 Penalty: 3074.198975
	Iteration 3Q: 3 clusters Score -1447882 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1448020.375000 Penalty: 3074.198975
	Iteration 4Q: 3 clusters Score -1448020 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1448143.125000 Penalty: 3074.198975
	Iteration 5Q: 3 clusters Score -1448143 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1448247.500000 Penalty: 3074.198975
	Iteration 6Q: 3 clusters Score -1448248 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1448349.375000 Penalty: 3074.198975
	Iteration 7Q: 3 clusters Score -1448349 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1448470.000000 Penalty: 3074.198975
	Iteration 8Q: 3 clusters Score -1448470 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1448628.250000 Penalty: 3074.198975
	Iteration 9Q: 3 clusters Score -1448628 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1448876.750000 Penalty: 3074.198975
	Iteration 10Q: 3 clusters Score -1448877 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1449236.500000 Penalty: 3074.198975
	Iteration 11Q: 3 clusters Score -1449236 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1449703.125000 Penalty: 3074.198975
	Iteration 12F: 3 clusters Score -1449703 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1450262.500000 Penalty: 3074.198975
	Iteration 13F: 3 clusters Score -1450262 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1450849.375000 Penalty: 3074.198975
	Iteration 14F: 3 clusters Score -1450849 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1451382.250000 Penalty: 3074.198975
	Iteration 15Q: 3 clusters Score -1451382 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1451738.375000 Penalty: 3074.198975
	Iteration 16Q: 3 clusters Score -1451738 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1451930.625000 Penalty: 3074.198975
	Iteration 17Q: 3 clusters Score -1451931 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1452038.875000 Penalty: 3074.198975
	Iteration 18Q: 3 clusters Score -1452039 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1452099.625000 Penalty: 3074.198975
	Iteration 19Q: 3 clusters Score -1452100 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -1452124.750000 Penalty: 3074.198975
	Iteration 20F: 3 clusters Score -1452125 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1452138.625000 Penalty: 3074.198975
	Iteration 21Q: 3 clusters Score -1452139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -1452151.000000 Penalty: 3074.198975
	Iteration 22Q: 3 clusters Score -1452151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -1452157.500000 Penalty: 3074.198975
	Iteration 23Q: 3 clusters Score -1452158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -1452169.000000 Penalty: 3074.198975
	Iteration 24Q: 3 clusters Score -1452169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -1452170.375000 Penalty: 3074.198975
	Iteration 25Q: 3 clusters Score -1452170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -1452170.625000 Penalty: 3074.198975
	Iteration 26Q: 3 clusters Score -1452171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1452172.500000 Penalty: 3074.198975
	Iteration 27Q: 3 clusters Score -1452172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1452172.500000 Penalty: 3074.198975
	Iteration 28F: 3 clusters Score -1452172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Entering Unmasked Estep 
Score: -63104.917969 Penalty: 1041.653442
	Iteration 0F: 2 clusters Score -63104.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -61928.859375 Penalty: 2083.306885
	Iteration 0F: 3 clusters Score -61928.86 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -62179.492188 Penalty: 2083.306885
	Iteration 1F: 3 clusters Score -62179.49 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -62271.570312 Penalty: 2083.306885
	Iteration 2F: 3 clusters Score -62271.57 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -62326.019531 Penalty: 2083.306885
	Iteration 3F: 3 clusters Score -62326.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -62362.636719 Penalty: 2083.306885
	Iteration 4Q: 3 clusters Score -62362.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -62382.890625 Penalty: 2083.306885
	Iteration 5Q: 3 clusters Score -62382.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -62401.476562 Penalty: 2083.306885
	Iteration 6Q: 3 clusters Score -62401.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -62415.738281 Penalty: 2083.306885
	Iteration 7Q: 3 clusters Score -62415.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -62428.183594 Penalty: 2083.306885
	Iteration 8Q: 3 clusters Score -62428.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -62433.867188 Penalty: 2083.306885
	Iteration 9Q: 3 clusters Score -62433.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -62447.414062 Penalty: 2083.306885
	Iteration 10Q: 3 clusters Score -62447.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -62449.835938 Penalty: 2083.306885
	Iteration 11Q: 3 clusters Score -62449.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -62452.093750 Penalty: 2083.306885
	Iteration 12Q: 3 clusters Score -62452.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -62462.007812 Penalty: 2083.306885
	Iteration 13Q: 3 clusters Score -62462.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -62488.156250 Penalty: 2083.306885
	Iteration 14Q: 3 clusters Score -62488.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -62510.796875 Penalty: 2083.306885
	Iteration 15Q: 3 clusters Score -62510.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -62529.367188 Penalty: 2083.306885
	Iteration 16Q: 3 clusters Score -62529.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -62534.507812 Penalty: 2083.306885
	Iteration 17Q: 3 clusters Score -62534.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -62543.238281 Penalty: 2083.306885
	Iteration 18Q: 3 clusters Score -62543.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -62545.945312 Penalty: 2083.306885
	Iteration 19Q: 3 clusters Score -62545.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -62546.605469 Penalty: 2083.306885
	Iteration 20F: 3 clusters Score -62546.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -62548.703125 Penalty: 2083.306885
	Iteration 21Q: 3 clusters Score -62548.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -62550.652344 Penalty: 2083.306885
	Iteration 22Q: 3 clusters Score -62550.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -62552.292969 Penalty: 2083.306885
	Iteration 23Q: 3 clusters Score -62552.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -62554.023438 Penalty: 2083.306885
	Iteration 24Q: 3 clusters Score -62554.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -62554.023438 Penalty: 2083.306885
	Iteration 25F: 3 clusters Score -62554.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (10777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Entering Unmasked Estep 
Score: -1138702.250000 Penalty: 1508.840088
	Iteration 0F: 2 clusters Score -1138702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1130987.500000 Penalty: 3017.680176
	Iteration 0F: 3 clusters Score -1130988 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1133560.500000 Penalty: 3017.680176
	Iteration 1F: 3 clusters Score -1133560 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1133953.125000 Penalty: 3017.680176
	Iteration 2F: 3 clusters Score -1133953 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1134282.250000 Penalty: 3017.680176
	Iteration 3F: 3 clusters Score -1134282 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1134551.500000 Penalty: 3017.680176
	Iteration 4F: 3 clusters Score -1134552 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1134802.625000 Penalty: 3017.680176
	Iteration 5Q: 3 clusters Score -1134803 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1135041.750000 Penalty: 3017.680176
	Iteration 6Q: 3 clusters Score -1135042 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1135269.000000 Penalty: 3017.680176
	Iteration 7Q: 3 clusters Score -1135269 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1135471.625000 Penalty: 3017.680176
	Iteration 8Q: 3 clusters Score -1135472 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1135670.625000 Penalty: 3017.680176
	Iteration 9Q: 3 clusters Score -1135671 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1135885.125000 Penalty: 3017.680176
	Iteration 10Q: 3 clusters Score -1135885 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1136071.750000 Penalty: 3017.680176
	Iteration 11Q: 3 clusters Score -1136072 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1136222.375000 Penalty: 3017.680176
	Iteration 12Q: 3 clusters Score -1136222 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1136336.750000 Penalty: 3017.680176
	Iteration 13Q: 3 clusters Score -1136337 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1136459.250000 Penalty: 3017.680176
	Iteration 14Q: 3 clusters Score -1136459 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1136577.375000 Penalty: 3017.680176
	Iteration 15Q: 3 clusters Score -1136577 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1136676.875000 Penalty: 3017.680176
	Iteration 16Q: 3 clusters Score -1136677 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1136748.875000 Penalty: 3017.680176
	Iteration 17Q: 3 clusters Score -1136749 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1136810.750000 Penalty: 3017.680176
	Iteration 18Q: 3 clusters Score -1136811 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1136860.875000 Penalty: 3017.680176
	Iteration 19Q: 3 clusters Score -1136861 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1136912.250000 Penalty: 3017.680176
	Iteration 20F: 3 clusters Score -1136912 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1136966.875000 Penalty: 3017.680176
	Iteration 21Q: 3 clusters Score -1136967 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1137019.000000 Penalty: 3017.680176
	Iteration 22Q: 3 clusters Score -1137019 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1137082.000000 Penalty: 3017.680176
	Iteration 23Q: 3 clusters Score -1137082 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1137146.000000 Penalty: 3017.680176
	Iteration 24Q: 3 clusters Score -1137146 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1137212.125000 Penalty: 3017.680176
	Iteration 25Q: 3 clusters Score -1137212 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1137260.125000 Penalty: 3017.680176
	Iteration 26Q: 3 clusters Score -1137260 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1137293.625000 Penalty: 3017.680176
	Iteration 27Q: 3 clusters Score -1137294 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1137312.375000 Penalty: 3017.680176
	Iteration 28Q: 3 clusters Score -1137312 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1137339.000000 Penalty: 3017.680176
	Iteration 29Q: 3 clusters Score -1137339 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1137365.625000 Penalty: 3017.680176
	Iteration 30Q: 3 clusters Score -1137366 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1137384.750000 Penalty: 3017.680176
	Iteration 31Q: 3 clusters Score -1137385 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1137402.875000 Penalty: 3017.680176
	Iteration 32Q: 3 clusters Score -1137403 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1137420.750000 Penalty: 3017.680176
	Iteration 33Q: 3 clusters Score -1137421 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1137435.000000 Penalty: 3017.680176
	Iteration 34Q: 3 clusters Score -1137435 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1137444.000000 Penalty: 3017.680176
	Iteration 35Q: 3 clusters Score -1137444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1137451.500000 Penalty: 3017.680176
	Iteration 36Q: 3 clusters Score -1137452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1137451.750000 Penalty: 3017.680176
	Iteration 37Q: 3 clusters Score -1137452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1137458.875000 Penalty: 3017.680176
	Iteration 38Q: 3 clusters Score -1137459 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1137461.625000 Penalty: 3017.680176
	Iteration 39Q: 3 clusters Score -1137462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1137465.750000 Penalty: 3017.680176
	Iteration 40F: 3 clusters Score -1137466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1137471.500000 Penalty: 3017.680176
	Iteration 41Q: 3 clusters Score -1137472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1137470.875000 Penalty: 3017.680176
	Iteration 42Q: 3 clusters Score -1137471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1137470.750000 Penalty: 3017.680176
	Iteration 43Q: 3 clusters Score -1137471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1137471.125000 Penalty: 3017.680176
	Iteration 44Q: 3 clusters Score -1137471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1137475.750000 Penalty: 3017.680176
	Iteration 45Q: 3 clusters Score -1137476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1137479.625000 Penalty: 3017.680176
	Iteration 46Q: 3 clusters Score -1137480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1137481.000000 Penalty: 3017.680176
	Iteration 47Q: 3 clusters Score -1137481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1137483.000000 Penalty: 3017.680176
	Iteration 48Q: 3 clusters Score -1137483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1137483.625000 Penalty: 3017.680176
	Iteration 49Q: 3 clusters Score -1137484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1137483.875000 Penalty: 3017.680176
	Iteration 50Q: 3 clusters Score -1137484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1137486.000000 Penalty: 3017.680176
	Iteration 51Q: 3 clusters Score -1137486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1137487.250000 Penalty: 3017.680176
	Iteration 52Q: 3 clusters Score -1137487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1137489.125000 Penalty: 3017.680176
	Iteration 53Q: 3 clusters Score -1137489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1137490.500000 Penalty: 3017.680176
	Iteration 54Q: 3 clusters Score -1137490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1137492.500000 Penalty: 3017.680176
	Iteration 55Q: 3 clusters Score -1137492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1137493.625000 Penalty: 3017.680176
	Iteration 56Q: 3 clusters Score -1137494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1137495.000000 Penalty: 3017.680176
	Iteration 57Q: 3 clusters Score -1137495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1137494.500000 Penalty: 3017.680176
	Iteration 58Q: 3 clusters Score -1137494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1137496.500000 Penalty: 3017.680176
	Iteration 59Q: 3 clusters Score -1137496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1137498.625000 Penalty: 3017.680176
	Iteration 60F: 3 clusters Score -1137499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1137499.375000 Penalty: 3017.680176
	Iteration 61Q: 3 clusters Score -1137499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1137499.375000 Penalty: 3017.680176
	Iteration 62Q: 3 clusters Score -1137499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1137502.250000 Penalty: 3017.680176
	Iteration 63Q: 3 clusters Score -1137502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1137502.250000 Penalty: 3017.680176
	Iteration 64Q: 3 clusters Score -1137502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1137502.375000 Penalty: 3017.680176
	Iteration 65Q: 3 clusters Score -1137502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1137505.125000 Penalty: 3017.680176
	Iteration 66Q: 3 clusters Score -1137505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1137508.625000 Penalty: 3017.680176
	Iteration 67Q: 3 clusters Score -1137509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1137510.375000 Penalty: 3017.680176
	Iteration 68Q: 3 clusters Score -1137510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1137509.875000 Penalty: 3017.680176
	Iteration 69Q: 3 clusters Score -1137510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1137513.500000 Penalty: 3017.680176
	Iteration 70Q: 3 clusters Score -1137514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1137516.250000 Penalty: 3017.680176
	Iteration 71Q: 3 clusters Score -1137516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1137520.750000 Penalty: 3017.680176
	Iteration 72Q: 3 clusters Score -1137521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1137522.000000 Penalty: 3017.680176
	Iteration 73Q: 3 clusters Score -1137522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1137524.500000 Penalty: 3017.680176
	Iteration 74Q: 3 clusters Score -1137524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1137527.125000 Penalty: 3017.680176
	Iteration 75Q: 3 clusters Score -1137527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1137530.000000 Penalty: 3017.680176
	Iteration 76Q: 3 clusters Score -1137530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1137531.625000 Penalty: 3017.680176
	Iteration 77Q: 3 clusters Score -1137532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1137531.375000 Penalty: 3017.680176
	Iteration 78Q: 3 clusters Score -1137531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1137531.375000 Penalty: 3017.680176
	Iteration 79F: 3 clusters Score -1137531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (81750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81750 members 
Entering Unmasked Estep 
Score: -9710557.000000 Penalty: 1838.105957
	Iteration 0F: 2 clusters Score -9710557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40682 members 
Mstep: Class 2 contains 41068 members 
Entering Unmasked Estep 
Score: -9660147.000000 Penalty: 3676.211914
	Iteration 0F: 3 clusters Score -9660147 nChanged 38950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38612 members 
Mstep: Class 2 contains 43138 members 
Entering Unmasked Estep 
Score: -9683286.000000 Penalty: 3676.211914
	Iteration 1F: 3 clusters Score -9683286 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37337 members 
Mstep: Class 2 contains 44413 members 
Entering Unmasked Estep 
Score: -9684542.000000 Penalty: 3676.211914
	Iteration 2Q: 3 clusters Score -9684542 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35645 members 
Mstep: Class 2 contains 46105 members 
Entering Unmasked Estep 
Score: -9686217.000000 Penalty: 3676.211914
	Iteration 3Q: 3 clusters Score -9686217 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33322 members 
Mstep: Class 2 contains 48428 members 
Entering Unmasked Estep 
Score: -9688727.000000 Penalty: 3676.211914
	Iteration 4Q: 3 clusters Score -9688727 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 51403 members 
Entering Unmasked Estep 
Score: -9692324.000000 Penalty: 3676.211914
	Iteration 5F: 3 clusters Score -9692324 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 54366 members 
Entering Unmasked Estep 
Score: -9696405.000000 Penalty: 3676.211914
	Iteration 6F: 3 clusters Score -9696405 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 56965 members 
Entering Unmasked Estep 
Score: -9700134.000000 Penalty: 3676.211914
	Iteration 7F: 3 clusters Score -9700134 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 59147 members 
Entering Unmasked Estep 
Score: -9702863.000000 Penalty: 3676.211914
	Iteration 8Q: 3 clusters Score -9702863 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 61211 members 
Entering Unmasked Estep 
Score: -9704423.000000 Penalty: 3676.211914
	Iteration 9Q: 3 clusters Score -9704423 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 63280 members 
Entering Unmasked Estep 
Score: -9705357.000000 Penalty: 3676.211914
	Iteration 10Q: 3 clusters Score -9705357 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 65489 members 
Entering Unmasked Estep 
Score: -9706168.000000 Penalty: 3676.211914
	Iteration 11Q: 3 clusters Score -9706168 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 67798 members 
Entering Unmasked Estep 
Score: -9706746.000000 Penalty: 3676.211914
	Iteration 12Q: 3 clusters Score -9706746 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 70095 members 
Entering Unmasked Estep 
Score: -9707381.000000 Penalty: 3676.211914
	Iteration 13Q: 3 clusters Score -9707381 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 72072 members 
Entering Unmasked Estep 
Score: -9707600.000000 Penalty: 3676.211914
	Iteration 14Q: 3 clusters Score -9707600 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 73895 members 
Entering Unmasked Estep 
Score: -9707935.000000 Penalty: 3676.211914
	Iteration 15Q: 3 clusters Score -9707935 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 75538 members 
Entering Unmasked Estep 
Score: -9708315.000000 Penalty: 3676.211914
	Iteration 16Q: 3 clusters Score -9708315 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 76918 members 
Entering Unmasked Estep 
Score: -9708565.000000 Penalty: 3676.211914
	Iteration 17Q: 3 clusters Score -9708565 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 78105 members 
Entering Unmasked Estep 
Score: -9708560.000000 Penalty: 3676.211914
	Iteration 18Q: 3 clusters Score -9708560 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 79124 members 
Entering Unmasked Estep 
Score: -9708661.000000 Penalty: 3676.211914
	Iteration 19Q: 3 clusters Score -9708661 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 79889 members 
Entering Unmasked Estep 
Score: -9708851.000000 Penalty: 3676.211914
	Iteration 20F: 3 clusters Score -9708851 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 80435 members 
Entering Unmasked Estep 
Score: -9708905.000000 Penalty: 3676.211914
	Iteration 21Q: 3 clusters Score -9708905 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 80796 members 
Entering Unmasked Estep 
Score: -9708908.000000 Penalty: 3676.211914
	Iteration 22Q: 3 clusters Score -9708908 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 81028 members 
Entering Unmasked Estep 
Score: -9709009.000000 Penalty: 3676.211914
	Iteration 23Q: 3 clusters Score -9709009 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 81175 members 
Entering Unmasked Estep 
Score: -9709025.000000 Penalty: 3676.211914
	Iteration 24Q: 3 clusters Score -9709025 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 81262 members 
Entering Unmasked Estep 
Score: -9709048.000000 Penalty: 3676.211914
	Iteration 25Q: 3 clusters Score -9709048 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 81322 members 
Entering Unmasked Estep 
Score: -9709040.000000 Penalty: 3676.211914
	Iteration 26Q: 3 clusters Score -9709040 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 81355 members 
Entering Unmasked Estep 
Score: -9709049.000000 Penalty: 3676.211914
	Iteration 27Q: 3 clusters Score -9709049 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 81374 members 
Entering Unmasked Estep 
Score: -9709070.000000 Penalty: 3676.211914
	Iteration 28Q: 3 clusters Score -9709070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 81389 members 
Entering Unmasked Estep 
Score: -9709063.000000 Penalty: 3676.211914
	Iteration 29Q: 3 clusters Score -9709063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 81397 members 
Entering Unmasked Estep 
Score: -9709044.000000 Penalty: 3676.211914
	Iteration 30Q: 3 clusters Score -9709044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 81405 members 
Entering Unmasked Estep 
Score: -9709076.000000 Penalty: 3676.211914
	Iteration 31Q: 3 clusters Score -9709076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 81414 members 
Entering Unmasked Estep 
Score: -9709073.000000 Penalty: 3676.211914
	Iteration 32Q: 3 clusters Score -9709073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 81420 members 
Entering Unmasked Estep 
Score: -9709071.000000 Penalty: 3676.211914
	Iteration 33Q: 3 clusters Score -9709071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 81427 members 
Entering Unmasked Estep 
Score: -9709069.000000 Penalty: 3676.211914
	Iteration 34Q: 3 clusters Score -9709069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 81433 members 
Entering Unmasked Estep 
Score: -9709084.000000 Penalty: 3676.211914
	Iteration 35Q: 3 clusters Score -9709084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 81437 members 
Entering Unmasked Estep 
Score: -9709070.000000 Penalty: 3676.211914
	Iteration 36Q: 3 clusters Score -9709070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 81442 members 
Entering Unmasked Estep 
Score: -9709083.000000 Penalty: 3676.211914
	Iteration 37Q: 3 clusters Score -9709083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 81448 members 
Entering Unmasked Estep 
Score: -9709090.000000 Penalty: 3676.211914
	Iteration 38Q: 3 clusters Score -9709090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 81451 members 
Entering Unmasked Estep 
Score: -9709089.000000 Penalty: 3676.211914
	Iteration 39Q: 3 clusters Score -9709089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 81453 members 
Entering Unmasked Estep 
Score: -9709090.000000 Penalty: 3676.211914
	Iteration 40F: 3 clusters Score -9709090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 81452 members 
Entering Unmasked Estep 
Score: -9709083.000000 Penalty: 3676.211914
	Iteration 41Q: 3 clusters Score -9709083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 81453 members 
Entering Unmasked Estep 
Score: -9709089.000000 Penalty: 3676.211914
	Iteration 42Q: 3 clusters Score -9709089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 81454 members 
Entering Unmasked Estep 
Score: -9709086.000000 Penalty: 3676.211914
	Iteration 43Q: 3 clusters Score -9709086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 81455 members 
Entering Unmasked Estep 
Score: -9709092.000000 Penalty: 3676.211914
	Iteration 44Q: 3 clusters Score -9709092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 81455 members 
Entering Unmasked Estep 
Score: -9709092.000000 Penalty: 3676.211914
	Iteration 45F: 3 clusters Score -9709092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -29594.867188 Penalty: 940.868591
	Iteration 0F: 2 clusters Score -29594.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -28704.574219 Penalty: 1881.737183
	Iteration 0F: 3 clusters Score -28704.57 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -28848.439453 Penalty: 1881.737183
	Iteration 1F: 3 clusters Score -28848.44 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -28904.765625 Penalty: 1881.737183
	Iteration 2F: 3 clusters Score -28904.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -28940.013672 Penalty: 1881.737183
	Iteration 3Q: 3 clusters Score -28940.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -28952.445312 Penalty: 1881.737183
	Iteration 4Q: 3 clusters Score -28952.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28959.509766 Penalty: 1881.737183
	Iteration 5Q: 3 clusters Score -28959.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -28981.173828 Penalty: 1881.737183
	Iteration 6Q: 3 clusters Score -28981.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -29022.904297 Penalty: 1881.737183
	Iteration 7Q: 3 clusters Score -29022.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -29039.140625 Penalty: 1881.737183
	Iteration 8Q: 3 clusters Score -29039.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -29044.869141 Penalty: 1881.737183
	Iteration 9Q: 3 clusters Score -29044.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -29059.386719 Penalty: 1881.737183
	Iteration 10Q: 3 clusters Score -29059.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -29061.281250 Penalty: 1881.737183
	Iteration 11Q: 3 clusters Score -29061.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -29063.810547 Penalty: 1881.737183
	Iteration 12Q: 3 clusters Score -29063.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -29063.810547 Penalty: 1881.737183
	Iteration 13F: 3 clusters Score -29063.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Entering Unmasked Estep 
Score: -9612.339844 Penalty: 873.482727
	Iteration 0F: 2 clusters Score -9612.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -8967.424805 Penalty: 1746.965454
	Iteration 0F: 3 clusters Score -8967.425 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9210.550781 Penalty: 1746.965454
	Iteration 1F: 3 clusters Score -9210.551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9256.283203 Penalty: 1746.965454
	Iteration 2F: 3 clusters Score -9256.283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -9342.629883 Penalty: 1746.965454
	Iteration 3Q: 3 clusters Score -9342.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9354.619141 Penalty: 1746.965454
	Iteration 4Q: 3 clusters Score -9354.619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9392.262695 Penalty: 1746.965454
	Iteration 5Q: 3 clusters Score -9392.263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9400.274414 Penalty: 1746.965454
	Iteration 6Q: 3 clusters Score -9400.274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -9400.274414 Penalty: 1746.965454
	Iteration 7F: 3 clusters Score -9400.274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (54806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54806 members 
Entering Unmasked Estep 
Score: -6475655.000000 Penalty: 1773.127686
	Iteration 0F: 2 clusters Score -6475655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -6439222.000000 Penalty: 3546.255371
	Iteration 0F: 3 clusters Score -6439222 nChanged 25662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -6453648.000000 Penalty: 3546.255371
	Iteration 1F: 3 clusters Score -6453648 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -6454144.500000 Penalty: 3546.255371
	Iteration 2Q: 3 clusters Score -6454144 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -6454700.500000 Penalty: 3546.255371
	Iteration 3Q: 3 clusters Score -6454700 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
Score: -6455583.000000 Penalty: 3546.255371
	Iteration 4Q: 3 clusters Score -6455583 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -6456882.000000 Penalty: 3546.255371
	Iteration 5Q: 3 clusters Score -6456882 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -6458756.500000 Penalty: 3546.255371
	Iteration 6F: 3 clusters Score -6458756 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 38536 members 
Entering Unmasked Estep 
Score: -6461371.500000 Penalty: 3546.255371
	Iteration 7F: 3 clusters Score -6461372 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 41426 members 
Entering Unmasked Estep 
Score: -6464367.500000 Penalty: 3546.255371
	Iteration 8F: 3 clusters Score -6464368 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 43814 members 
Entering Unmasked Estep 
Score: -6467046.000000 Penalty: 3546.255371
	Iteration 9F: 3 clusters Score -6467046 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 45512 members 
Entering Unmasked Estep 
Score: -6468930.000000 Penalty: 3546.255371
	Iteration 10Q: 3 clusters Score -6468930 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 46650 members 
Entering Unmasked Estep 
Score: -6470089.000000 Penalty: 3546.255371
	Iteration 11Q: 3 clusters Score -6470089 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 47522 members 
Entering Unmasked Estep 
Score: -6470743.500000 Penalty: 3546.255371
	Iteration 12Q: 3 clusters Score -6470744 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 48254 members 
Entering Unmasked Estep 
Score: -6471259.500000 Penalty: 3546.255371
	Iteration 13Q: 3 clusters Score -6471260 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 48897 members 
Entering Unmasked Estep 
Score: -6471681.500000 Penalty: 3546.255371
	Iteration 14Q: 3 clusters Score -6471682 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 49468 members 
Entering Unmasked Estep 
Score: -6471996.000000 Penalty: 3546.255371
	Iteration 15Q: 3 clusters Score -6471996 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 49958 members 
Entering Unmasked Estep 
Score: -6472267.500000 Penalty: 3546.255371
	Iteration 16Q: 3 clusters Score -6472268 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 50422 members 
Entering Unmasked Estep 
Score: -6472509.000000 Penalty: 3546.255371
	Iteration 17Q: 3 clusters Score -6472509 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 50871 members 
Entering Unmasked Estep 
Score: -6472714.000000 Penalty: 3546.255371
	Iteration 18Q: 3 clusters Score -6472714 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 51297 members 
Entering Unmasked Estep 
Score: -6472928.500000 Penalty: 3546.255371
	Iteration 19Q: 3 clusters Score -6472928 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 51690 members 
Entering Unmasked Estep 
Score: -6473127.000000 Penalty: 3546.255371
	Iteration 20F: 3 clusters Score -6473127 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 52049 members 
Entering Unmasked Estep 
Score: -6473270.500000 Penalty: 3546.255371
	Iteration 21Q: 3 clusters Score -6473270 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 52363 members 
Entering Unmasked Estep 
Score: -6473414.500000 Penalty: 3546.255371
	Iteration 22Q: 3 clusters Score -6473414 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 52633 members 
Entering Unmasked Estep 
Score: -6473546.000000 Penalty: 3546.255371
	Iteration 23Q: 3 clusters Score -6473546 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 52862 members 
Entering Unmasked Estep 
Score: -6473625.500000 Penalty: 3546.255371
	Iteration 24Q: 3 clusters Score -6473626 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 53052 members 
Entering Unmasked Estep 
Score: -6473709.000000 Penalty: 3546.255371
	Iteration 25Q: 3 clusters Score -6473709 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 53221 members 
Entering Unmasked Estep 
Score: -6473792.000000 Penalty: 3546.255371
	Iteration 26Q: 3 clusters Score -6473792 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 53365 members 
Entering Unmasked Estep 
Score: -6473826.000000 Penalty: 3546.255371
	Iteration 27Q: 3 clusters Score -6473826 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 53487 members 
Entering Unmasked Estep 
Score: -6473864.500000 Penalty: 3546.255371
	Iteration 28Q: 3 clusters Score -6473864 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 53586 members 
Entering Unmasked Estep 
Score: -6473904.000000 Penalty: 3546.255371
	Iteration 29Q: 3 clusters Score -6473904 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 53683 members 
Entering Unmasked Estep 
Score: -6473944.500000 Penalty: 3546.255371
	Iteration 30Q: 3 clusters Score -6473944 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 53765 members 
Entering Unmasked Estep 
Score: -6473993.000000 Penalty: 3546.255371
	Iteration 31Q: 3 clusters Score -6473993 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 53834 members 
Entering Unmasked Estep 
Score: -6474016.000000 Penalty: 3546.255371
	Iteration 32Q: 3 clusters Score -6474016 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 53886 members 
Entering Unmasked Estep 
Score: -6474035.000000 Penalty: 3546.255371
	Iteration 33Q: 3 clusters Score -6474035 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 53936 members 
Entering Unmasked Estep 
Score: -6474060.500000 Penalty: 3546.255371
	Iteration 34Q: 3 clusters Score -6474060 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 53968 members 
Entering Unmasked Estep 
Score: -6474064.500000 Penalty: 3546.255371
	Iteration 35Q: 3 clusters Score -6474064 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 54001 members 
Entering Unmasked Estep 
Score: -6474086.000000 Penalty: 3546.255371
	Iteration 36Q: 3 clusters Score -6474086 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 54031 members 
Entering Unmasked Estep 
Score: -6474102.500000 Penalty: 3546.255371
	Iteration 37Q: 3 clusters Score -6474102 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 54059 members 
Entering Unmasked Estep 
Score: -6474116.500000 Penalty: 3546.255371
	Iteration 38Q: 3 clusters Score -6474116 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 54091 members 
Entering Unmasked Estep 
Score: -6474130.500000 Penalty: 3546.255371
	Iteration 39Q: 3 clusters Score -6474130 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 54124 members 
Entering Unmasked Estep 
Score: -6474144.000000 Penalty: 3546.255371
	Iteration 40F: 3 clusters Score -6474144 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 54140 members 
Entering Unmasked Estep 
Score: -6474146.000000 Penalty: 3546.255371
	Iteration 41Q: 3 clusters Score -6474146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 54157 members 
Entering Unmasked Estep 
Score: -6474169.000000 Penalty: 3546.255371
	Iteration 42Q: 3 clusters Score -6474169 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 54161 members 
Entering Unmasked Estep 
Score: -6474167.500000 Penalty: 3546.255371
	Iteration 43Q: 3 clusters Score -6474168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 54169 members 
Entering Unmasked Estep 
Score: -6474161.500000 Penalty: 3546.255371
	Iteration 44Q: 3 clusters Score -6474162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 54181 members 
Entering Unmasked Estep 
Score: -6474171.000000 Penalty: 3546.255371
	Iteration 45Q: 3 clusters Score -6474171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 54184 members 
Entering Unmasked Estep 
Score: -6474171.500000 Penalty: 3546.255371
	Iteration 46Q: 3 clusters Score -6474172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 54183 members 
Entering Unmasked Estep 
Score: -6474175.500000 Penalty: 3546.255371
	Iteration 47Q: 3 clusters Score -6474176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 54182 members 
Entering Unmasked Estep 
Score: -6474172.500000 Penalty: 3546.255371
	Iteration 48Q: 3 clusters Score -6474172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 54182 members 
Entering Unmasked Estep 
Score: -6474172.500000 Penalty: 3546.255371
	Iteration 49F: 3 clusters Score -6474172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (191903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191903 members 
Entering Unmasked Estep 
Score: -22008230.000000 Penalty: 1976.771118
	Iteration 0F: 2 clusters Score -2.200823e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96045 members 
Mstep: Class 2 contains 95858 members 
Entering Unmasked Estep 
Score: -21900396.000000 Penalty: 3953.542236
	Iteration 0F: 3 clusters Score -2.19004e+07 nChanged 92784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96115 members 
Mstep: Class 2 contains 95788 members 
Entering Unmasked Estep 
Score: -21955510.000000 Penalty: 3953.542236
	Iteration 1F: 3 clusters Score -2.195551e+07 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95198 members 
Mstep: Class 2 contains 96705 members 
Entering Unmasked Estep 
Score: -21957136.000000 Penalty: 3953.542236
	Iteration 2Q: 3 clusters Score -2.195714e+07 nChanged 7113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93815 members 
Mstep: Class 2 contains 98088 members 
Entering Unmasked Estep 
Score: -21959202.000000 Penalty: 3953.542236
	Iteration 3Q: 3 clusters Score -2.19592e+07 nChanged 8015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91812 members 
Mstep: Class 2 contains 100091 members 
Entering Unmasked Estep 
Score: -21961846.000000 Penalty: 3953.542236
	Iteration 4Q: 3 clusters Score -2.196185e+07 nChanged 9158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88958 members 
Mstep: Class 2 contains 102945 members 
Entering Unmasked Estep 
Score: -21965436.000000 Penalty: 3953.542236
	Iteration 5Q: 3 clusters Score -2.196544e+07 nChanged 10046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85324 members 
Mstep: Class 2 contains 106579 members 
Entering Unmasked Estep 
Score: -21970052.000000 Penalty: 3953.542236
	Iteration 6F: 3 clusters Score -2.197005e+07 nChanged 10552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81080 members 
Mstep: Class 2 contains 110823 members 
Entering Unmasked Estep 
Score: -21975694.000000 Penalty: 3953.542236
	Iteration 7F: 3 clusters Score -2.197569e+07 nChanged 10650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76654 members 
Mstep: Class 2 contains 115249 members 
Entering Unmasked Estep 
Score: -21982316.000000 Penalty: 3953.542236
	Iteration 8F: 3 clusters Score -2.198232e+07 nChanged 10199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72319 members 
Mstep: Class 2 contains 119584 members 
Entering Unmasked Estep 
Score: -21988680.000000 Penalty: 3953.542236
	Iteration 9F: 3 clusters Score -2.198868e+07 nChanged 8983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68506 members 
Mstep: Class 2 contains 123397 members 
Entering Unmasked Estep 
Score: -21993710.000000 Penalty: 3953.542236
	Iteration 10Q: 3 clusters Score -2.199371e+07 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65111 members 
Mstep: Class 2 contains 126792 members 
Entering Unmasked Estep 
Score: -21996204.000000 Penalty: 3953.542236
	Iteration 11Q: 3 clusters Score -2.19962e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61751 members 
Mstep: Class 2 contains 130152 members 
Entering Unmasked Estep 
Score: -21997398.000000 Penalty: 3953.542236
	Iteration 12Q: 3 clusters Score -2.19974e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58074 members 
Mstep: Class 2 contains 133829 members 
Entering Unmasked Estep 
Score: -21998434.000000 Penalty: 3953.542236
	Iteration 13Q: 3 clusters Score -2.199843e+07 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54176 members 
Mstep: Class 2 contains 137727 members 
Entering Unmasked Estep 
Score: -21999146.000000 Penalty: 3953.542236
	Iteration 14Q: 3 clusters Score -2.199915e+07 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50011 members 
Mstep: Class 2 contains 141892 members 
Entering Unmasked Estep 
Score: -22000018.000000 Penalty: 3953.542236
	Iteration 15Q: 3 clusters Score -2.200002e+07 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45676 members 
Mstep: Class 2 contains 146227 members 
Entering Unmasked Estep 
Score: -22000946.000000 Penalty: 3953.542236
	Iteration 16Q: 3 clusters Score -2.200095e+07 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41292 members 
Mstep: Class 2 contains 150611 members 
Entering Unmasked Estep 
Score: -22002144.000000 Penalty: 3953.542236
	Iteration 17Q: 3 clusters Score -2.200214e+07 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36953 members 
Mstep: Class 2 contains 154950 members 
Entering Unmasked Estep 
Score: -22003082.000000 Penalty: 3953.542236
	Iteration 18Q: 3 clusters Score -2.200308e+07 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 159217 members 
Entering Unmasked Estep 
Score: -22003872.000000 Penalty: 3953.542236
	Iteration 19Q: 3 clusters Score -2.200387e+07 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 163280 members 
Entering Unmasked Estep 
Score: -22004478.000000 Penalty: 3953.542236
	Iteration 20F: 3 clusters Score -2.200448e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 167032 members 
Entering Unmasked Estep 
Score: -22004658.000000 Penalty: 3953.542236
	Iteration 21Q: 3 clusters Score -2.200466e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 170394 members 
Entering Unmasked Estep 
Score: -22005082.000000 Penalty: 3953.542236
	Iteration 22Q: 3 clusters Score -2.200508e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 173541 members 
Entering Unmasked Estep 
Score: -22005330.000000 Penalty: 3953.542236
	Iteration 23Q: 3 clusters Score -2.200533e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 176436 members 
Entering Unmasked Estep 
Score: -22005518.000000 Penalty: 3953.542236
	Iteration 24Q: 3 clusters Score -2.200552e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 178864 members 
Entering Unmasked Estep 
Score: -22005606.000000 Penalty: 3953.542236
	Iteration 25Q: 3 clusters Score -2.200561e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 180876 members 
Entering Unmasked Estep 
Score: -22005720.000000 Penalty: 3953.542236
	Iteration 26Q: 3 clusters Score -2.200572e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 182598 members 
Entering Unmasked Estep 
Score: -22006060.000000 Penalty: 3953.542236
	Iteration 27Q: 3 clusters Score -2.200606e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 184111 members 
Entering Unmasked Estep 
Score: -22006362.000000 Penalty: 3953.542236
	Iteration 28Q: 3 clusters Score -2.200636e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 185472 members 
Entering Unmasked Estep 
Score: -22006484.000000 Penalty: 3953.542236
	Iteration 29Q: 3 clusters Score -2.200648e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 186685 members 
Entering Unmasked Estep 
Score: -22006748.000000 Penalty: 3953.542236
	Iteration 30Q: 3 clusters Score -2.200675e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 187672 members 
Entering Unmasked Estep 
Score: -22006776.000000 Penalty: 3953.542236
	Iteration 31Q: 3 clusters Score -2.200678e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 188520 members 
Entering Unmasked Estep 
Score: -22006810.000000 Penalty: 3953.542236
	Iteration 32Q: 3 clusters Score -2.200681e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 189234 members 
Entering Unmasked Estep 
Score: -22006782.000000 Penalty: 3953.542236
	Iteration 33Q: 3 clusters Score -2.200678e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 189808 members 
Entering Unmasked Estep 
Score: -22006846.000000 Penalty: 3953.542236
	Iteration 34Q: 3 clusters Score -2.200685e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 190227 members 
Entering Unmasked Estep 
Score: -22006818.000000 Penalty: 3953.542236
	Iteration 35Q: 3 clusters Score -2.200682e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 190544 members 
Entering Unmasked Estep 
Score: -22006780.000000 Penalty: 3953.542236
	Iteration 36Q: 3 clusters Score -2.200678e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 190775 members 
Entering Unmasked Estep 
Score: -22006872.000000 Penalty: 3953.542236
	Iteration 37Q: 3 clusters Score -2.200687e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 190958 members 
Entering Unmasked Estep 
Score: -22006832.000000 Penalty: 3953.542236
	Iteration 38Q: 3 clusters Score -2.200683e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 191084 members 
Entering Unmasked Estep 
Score: -22006856.000000 Penalty: 3953.542236
	Iteration 39Q: 3 clusters Score -2.200686e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 191171 members 
Entering Unmasked Estep 
Score: -22006858.000000 Penalty: 3953.542236
	Iteration 40F: 3 clusters Score -2.200686e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 191239 members 
Entering Unmasked Estep 
Score: -22006866.000000 Penalty: 3953.542236
	Iteration 41Q: 3 clusters Score -2.200687e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 191275 members 
Entering Unmasked Estep 
Score: -22006874.000000 Penalty: 3953.542236
	Iteration 42Q: 3 clusters Score -2.200687e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 191299 members 
Entering Unmasked Estep 
Score: -22006870.000000 Penalty: 3953.542236
	Iteration 43Q: 3 clusters Score -2.200687e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 191319 members 
Entering Unmasked Estep 
Score: -22006872.000000 Penalty: 3953.542236
	Iteration 44Q: 3 clusters Score -2.200687e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 191337 members 
Entering Unmasked Estep 
Score: -22006878.000000 Penalty: 3953.542236
	Iteration 45Q: 3 clusters Score -2.200688e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 191353 members 
Entering Unmasked Estep 
Score: -22006876.000000 Penalty: 3953.542236
	Iteration 46Q: 3 clusters Score -2.200688e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 191362 members 
Entering Unmasked Estep 
Score: -22006880.000000 Penalty: 3953.542236
	Iteration 47Q: 3 clusters Score -2.200688e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 191375 members 
Entering Unmasked Estep 
Score: -22006880.000000 Penalty: 3953.542236
	Iteration 48Q: 3 clusters Score -2.200688e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 191380 members 
Entering Unmasked Estep 
Score: -22006888.000000 Penalty: 3953.542236
	Iteration 49Q: 3 clusters Score -2.200689e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 191392 members 
Entering Unmasked Estep 
Score: -22006864.000000 Penalty: 3953.542236
	Iteration 50Q: 3 clusters Score -2.200686e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 191398 members 
Entering Unmasked Estep 
Score: -22006862.000000 Penalty: 3953.542236
	Iteration 51Q: 3 clusters Score -2.200686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 191402 members 
Entering Unmasked Estep 
Score: -22006852.000000 Penalty: 3953.542236
	Iteration 52Q: 3 clusters Score -2.200685e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 191403 members 
Entering Unmasked Estep 
Score: -22006854.000000 Penalty: 3953.542236
	Iteration 53Q: 3 clusters Score -2.200685e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 191407 members 
Entering Unmasked Estep 
Score: -22006846.000000 Penalty: 3953.542236
	Iteration 54Q: 3 clusters Score -2.200685e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 191410 members 
Entering Unmasked Estep 
Score: -22006844.000000 Penalty: 3953.542236
	Iteration 55Q: 3 clusters Score -2.200684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 191410 members 
Entering Unmasked Estep 
Score: -22006852.000000 Penalty: 3953.542236
	Iteration 56Q: 3 clusters Score -2.200685e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 191410 members 
Entering Unmasked Estep 
Score: -22006852.000000 Penalty: 3953.542236
	Iteration 57F: 3 clusters Score -2.200685e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Entering Unmasked Estep 
Score: -37506.812500 Penalty: 996.677185
	Iteration 0F: 2 clusters Score -37506.81 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 249 members 
Entering Unmasked Estep 
Score: -36550.925781 Penalty: 1993.354370
	Iteration 0F: 3 clusters Score -36550.93 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -36789.199219 Penalty: 1993.354370
	Iteration 1F: 3 clusters Score -36789.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -36986.121094 Penalty: 1993.354370
	Iteration 2F: 3 clusters Score -36986.12 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -37096.132812 Penalty: 1993.354370
	Iteration 3F: 3 clusters Score -37096.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -37163.132812 Penalty: 1993.354370
	Iteration 4Q: 3 clusters Score -37163.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -37205.093750 Penalty: 1993.354370
	Iteration 5Q: 3 clusters Score -37205.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -37229.261719 Penalty: 1993.354370
	Iteration 6Q: 3 clusters Score -37229.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -37238.074219 Penalty: 1993.354370
	Iteration 7Q: 3 clusters Score -37238.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -37252.367188 Penalty: 1993.354370
	Iteration 8Q: 3 clusters Score -37252.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -37261.652344 Penalty: 1993.354370
	Iteration 9Q: 3 clusters Score -37261.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -37268.164062 Penalty: 1993.354370
	Iteration 10F: 3 clusters Score -37268.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -37297.445312 Penalty: 1993.354370
	Iteration 11Q: 3 clusters Score -37297.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -37333.960938 Penalty: 1993.354370
	Iteration 12Q: 3 clusters Score -37333.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -37344.640625 Penalty: 1993.354370
	Iteration 13Q: 3 clusters Score -37344.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -37351.281250 Penalty: 1993.354370
	Iteration 14Q: 3 clusters Score -37351.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -37351.281250 Penalty: 1993.354370
	Iteration 15F: 3 clusters Score -37351.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (43551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43551 members 
Entering Unmasked Estep 
Score: -5204686.000000 Penalty: 1735.774292
	Iteration 0F: 2 clusters Score -5204686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -5175499.500000 Penalty: 3471.548584
	Iteration 0F: 3 clusters Score -5175500 nChanged 20375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -5186944.000000 Penalty: 3471.548584
	Iteration 1F: 3 clusters Score -5186944 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -5187373.000000 Penalty: 3471.548584
	Iteration 2Q: 3 clusters Score -5187373 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -5187821.000000 Penalty: 3471.548584
	Iteration 3Q: 3 clusters Score -5187821 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -5188325.500000 Penalty: 3471.548584
	Iteration 4Q: 3 clusters Score -5188326 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
Score: -5189138.500000 Penalty: 3471.548584
	Iteration 5Q: 3 clusters Score -5189138 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 29406 members 
Entering Unmasked Estep 
Score: -5190488.500000 Penalty: 3471.548584
	Iteration 6F: 3 clusters Score -5190488 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 32619 members 
Entering Unmasked Estep 
Score: -5192826.000000 Penalty: 3471.548584
	Iteration 7F: 3 clusters Score -5192826 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 36320 members 
Entering Unmasked Estep 
Score: -5196009.500000 Penalty: 3471.548584
	Iteration 8F: 3 clusters Score -5196010 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 39744 members 
Entering Unmasked Estep 
Score: -5199394.500000 Penalty: 3471.548584
	Iteration 9F: 3 clusters Score -5199394 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 42002 members 
Entering Unmasked Estep 
Score: -5201632.000000 Penalty: 3471.548584
	Iteration 10F: 3 clusters Score -5201632 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 42991 members 
Entering Unmasked Estep 
Score: -5202596.000000 Penalty: 3471.548584
	Iteration 11Q: 3 clusters Score -5202596 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 43318 members 
Entering Unmasked Estep 
Score: -5202936.000000 Penalty: 3471.548584
	Iteration 12Q: 3 clusters Score -5202936 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 43391 members 
Entering Unmasked Estep 
Score: -5203033.500000 Penalty: 3471.548584
	Iteration 13Q: 3 clusters Score -5203034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 43406 members 
Entering Unmasked Estep 
Score: -5203065.500000 Penalty: 3471.548584
	Iteration 14Q: 3 clusters Score -5203066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 43416 members 
Entering Unmasked Estep 
Score: -5203086.000000 Penalty: 3471.548584
	Iteration 15Q: 3 clusters Score -5203086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 43420 members 
Entering Unmasked Estep 
Score: -5203098.500000 Penalty: 3471.548584
	Iteration 16Q: 3 clusters Score -5203098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 43423 members 
Entering Unmasked Estep 
Score: -5203111.500000 Penalty: 3471.548584
	Iteration 17Q: 3 clusters Score -5203112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 43420 members 
Entering Unmasked Estep 
Score: -5203115.000000 Penalty: 3471.548584
	Iteration 18Q: 3 clusters Score -5203115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 43421 members 
Entering Unmasked Estep 
Score: -5203120.000000 Penalty: 3471.548584
	Iteration 19Q: 3 clusters Score -5203120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 43421 members 
Entering Unmasked Estep 
Score: -5203120.000000 Penalty: 3471.548584
	Iteration 20F: 3 clusters Score -5203120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -30510.751953 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -30510.75 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 148 members 
Entering Unmasked Estep 
Score: -29652.480469 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -29652.48 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -29739.158203 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -29739.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29764.230469 Penalty: 1858.033936
	Iteration 2Q: 3 clusters Score -29764.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -29773.703125 Penalty: 1858.033936
	Iteration 3Q: 3 clusters Score -29773.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -29777.792969 Penalty: 1858.033936
	Iteration 4Q: 3 clusters Score -29777.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -29778.251953 Penalty: 1858.033936
	Iteration 5Q: 3 clusters Score -29778.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -29778.251953 Penalty: 1858.033936
	Iteration 6F: 3 clusters Score -29778.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (26047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Entering Unmasked Estep 
Score: -3119572.500000 Penalty: 1652.244385
	Iteration 0F: 2 clusters Score -3119572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -3102195.250000 Penalty: 3304.488770
	Iteration 0F: 3 clusters Score -3102195 nChanged 12098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -3108914.250000 Penalty: 3304.488770
	Iteration 1F: 3 clusters Score -3108914 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -3109458.250000 Penalty: 3304.488770
	Iteration 2Q: 3 clusters Score -3109458 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -3110128.000000 Penalty: 3304.488770
	Iteration 3F: 3 clusters Score -3110128 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -3110903.750000 Penalty: 3304.488770
	Iteration 4F: 3 clusters Score -3110904 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -3111975.750000 Penalty: 3304.488770
	Iteration 5F: 3 clusters Score -3111976 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -3113256.250000 Penalty: 3304.488770
	Iteration 6F: 3 clusters Score -3113256 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -3114709.500000 Penalty: 3304.488770
	Iteration 7F: 3 clusters Score -3114710 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -3115878.750000 Penalty: 3304.488770
	Iteration 8Q: 3 clusters Score -3115879 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -3116517.750000 Penalty: 3304.488770
	Iteration 9Q: 3 clusters Score -3116518 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -3116898.500000 Penalty: 3304.488770
	Iteration 10Q: 3 clusters Score -3116898 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -3117229.000000 Penalty: 3304.488770
	Iteration 11Q: 3 clusters Score -3117229 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -3117471.750000 Penalty: 3304.488770
	Iteration 12Q: 3 clusters Score -3117472 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -3117677.750000 Penalty: 3304.488770
	Iteration 13Q: 3 clusters Score -3117678 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -3117826.500000 Penalty: 3304.488770
	Iteration 14Q: 3 clusters Score -3117826 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -3117909.500000 Penalty: 3304.488770
	Iteration 15Q: 3 clusters Score -3117910 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -3117990.500000 Penalty: 3304.488770
	Iteration 16Q: 3 clusters Score -3117990 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -3118020.500000 Penalty: 3304.488770
	Iteration 17Q: 3 clusters Score -3118020 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -3118031.500000 Penalty: 3304.488770
	Iteration 18Q: 3 clusters Score -3118032 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -3118042.750000 Penalty: 3304.488770
	Iteration 19Q: 3 clusters Score -3118043 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -3118048.750000 Penalty: 3304.488770
	Iteration 20F: 3 clusters Score -3118049 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -3118047.250000 Penalty: 3304.488770
	Iteration 21Q: 3 clusters Score -3118047 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -3118058.500000 Penalty: 3304.488770
	Iteration 22Q: 3 clusters Score -3118058 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -3118063.000000 Penalty: 3304.488770
	Iteration 23Q: 3 clusters Score -3118063 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -3118048.000000 Penalty: 3304.488770
	Iteration 24Q: 3 clusters Score -3118048 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -3118058.000000 Penalty: 3304.488770
	Iteration 25Q: 3 clusters Score -3118058 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -3118066.500000 Penalty: 3304.488770
	Iteration 26Q: 3 clusters Score -3118066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -3118065.750000 Penalty: 3304.488770
	Iteration 27Q: 3 clusters Score -3118066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -3118052.750000 Penalty: 3304.488770
	Iteration 28Q: 3 clusters Score -3118053 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -3118047.000000 Penalty: 3304.488770
	Iteration 29Q: 3 clusters Score -3118047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -3118068.000000 Penalty: 3304.488770
	Iteration 30Q: 3 clusters Score -3118068 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -3118054.000000 Penalty: 3304.488770
	Iteration 31Q: 3 clusters Score -3118054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -3118051.250000 Penalty: 3304.488770
	Iteration 32Q: 3 clusters Score -3118051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -3118060.000000 Penalty: 3304.488770
	Iteration 33Q: 3 clusters Score -3118060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -3118060.000000 Penalty: 3304.488770
	Iteration 34F: 3 clusters Score -3118060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (99085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99085 members 
Entering Unmasked Estep 
Score: -11675988.000000 Penalty: 1869.356689
	Iteration 0F: 2 clusters Score -1.167599e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49359 members 
Mstep: Class 2 contains 49726 members 
Entering Unmasked Estep 
Score: -11610960.000000 Penalty: 3738.713379
	Iteration 0F: 3 clusters Score -1.161096e+07 nChanged 47415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47196 members 
Mstep: Class 2 contains 51889 members 
Entering Unmasked Estep 
Score: -11637894.000000 Penalty: 3738.713379
	Iteration 1F: 3 clusters Score -1.163789e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45771 members 
Mstep: Class 2 contains 53314 members 
Entering Unmasked Estep 
Score: -11638566.000000 Penalty: 3738.713379
	Iteration 2Q: 3 clusters Score -1.163857e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43602 members 
Mstep: Class 2 contains 55483 members 
Entering Unmasked Estep 
Score: -11639340.000000 Penalty: 3738.713379
	Iteration 3Q: 3 clusters Score -1.163934e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40306 members 
Mstep: Class 2 contains 58779 members 
Entering Unmasked Estep 
Score: -11640755.000000 Penalty: 3738.713379
	Iteration 4Q: 3 clusters Score -1.164076e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35619 members 
Mstep: Class 2 contains 63466 members 
Entering Unmasked Estep 
Score: -11643161.000000 Penalty: 3738.713379
	Iteration 5F: 3 clusters Score -1.164316e+07 nChanged 6394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29429 members 
Mstep: Class 2 contains 69656 members 
Entering Unmasked Estep 
Score: -11647166.000000 Penalty: 3738.713379
	Iteration 6F: 3 clusters Score -1.164717e+07 nChanged 7324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 76848 members 
Entering Unmasked Estep 
Score: -11652936.000000 Penalty: 3738.713379
	Iteration 7F: 3 clusters Score -1.165294e+07 nChanged 6808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 83552 members 
Entering Unmasked Estep 
Score: -11659949.000000 Penalty: 3738.713379
	Iteration 8F: 3 clusters Score -1.165995e+07 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 88919 members 
Entering Unmasked Estep 
Score: -11666268.000000 Penalty: 3738.713379
	Iteration 9F: 3 clusters Score -1.166627e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 92752 members 
Entering Unmasked Estep 
Score: -11669892.000000 Penalty: 3738.713379
	Iteration 10Q: 3 clusters Score -1.166989e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 95162 members 
Entering Unmasked Estep 
Score: -11671965.000000 Penalty: 3738.713379
	Iteration 11Q: 3 clusters Score -1.167196e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 96632 members 
Entering Unmasked Estep 
Score: -11673047.000000 Penalty: 3738.713379
	Iteration 12Q: 3 clusters Score -1.167305e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 97479 members 
Entering Unmasked Estep 
Score: -11673594.000000 Penalty: 3738.713379
	Iteration 13Q: 3 clusters Score -1.167359e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 97989 members 
Entering Unmasked Estep 
Score: -11673909.000000 Penalty: 3738.713379
	Iteration 14Q: 3 clusters Score -1.167391e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 98290 members 
Entering Unmasked Estep 
Score: -11674066.000000 Penalty: 3738.713379
	Iteration 15Q: 3 clusters Score -1.167407e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 98472 members 
Entering Unmasked Estep 
Score: -11674163.000000 Penalty: 3738.713379
	Iteration 16Q: 3 clusters Score -1.167416e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 98581 members 
Entering Unmasked Estep 
Score: -11674230.000000 Penalty: 3738.713379
	Iteration 17Q: 3 clusters Score -1.167423e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 98637 members 
Entering Unmasked Estep 
Score: -11674292.000000 Penalty: 3738.713379
	Iteration 18Q: 3 clusters Score -1.167429e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 98663 members 
Entering Unmasked Estep 
Score: -11674304.000000 Penalty: 3738.713379
	Iteration 19Q: 3 clusters Score -1.16743e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 98683 members 
Entering Unmasked Estep 
Score: -11674327.000000 Penalty: 3738.713379
	Iteration 20F: 3 clusters Score -1.167433e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 98699 members 
Entering Unmasked Estep 
Score: -11674347.000000 Penalty: 3738.713379
	Iteration 21Q: 3 clusters Score -1.167435e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 98707 members 
Entering Unmasked Estep 
Score: -11674357.000000 Penalty: 3738.713379
	Iteration 22Q: 3 clusters Score -1.167436e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 98713 members 
Entering Unmasked Estep 
Score: -11674373.000000 Penalty: 3738.713379
	Iteration 23Q: 3 clusters Score -1.167437e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 98716 members 
Entering Unmasked Estep 
Score: -11674378.000000 Penalty: 3738.713379
	Iteration 24Q: 3 clusters Score -1.167438e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 98719 members 
Entering Unmasked Estep 
Score: -11674374.000000 Penalty: 3738.713379
	Iteration 25Q: 3 clusters Score -1.167437e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 98719 members 
Entering Unmasked Estep 
Score: -11674379.000000 Penalty: 3738.713379
	Iteration 26Q: 3 clusters Score -1.167438e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 98718 members 
Entering Unmasked Estep 
Score: -11674394.000000 Penalty: 3738.713379
	Iteration 27Q: 3 clusters Score -1.167439e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 98716 members 
Entering Unmasked Estep 
Score: -11674394.000000 Penalty: 3738.713379
	Iteration 28Q: 3 clusters Score -1.167439e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 98717 members 
Entering Unmasked Estep 
Score: -11674386.000000 Penalty: 3738.713379
	Iteration 29Q: 3 clusters Score -1.167439e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 98717 members 
Entering Unmasked Estep 
Score: -11674386.000000 Penalty: 3738.713379
	Iteration 30F: 3 clusters Score -1.167439e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (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: -81210.257812 Penalty: 1080.249390
	Iteration 0F: 2 clusters Score -81210.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -79935.039062 Penalty: 2160.498779
	Iteration 0F: 3 clusters Score -79935.04 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -80155.101562 Penalty: 2160.498779
	Iteration 1F: 3 clusters Score -80155.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -80239.101562 Penalty: 2160.498779
	Iteration 2F: 3 clusters Score -80239.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -80276.257812 Penalty: 2160.498779
	Iteration 3Q: 3 clusters Score -80276.26 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -80305.281250 Penalty: 2160.498779
	Iteration 4Q: 3 clusters Score -80305.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -80332.281250 Penalty: 2160.498779
	Iteration 5Q: 3 clusters Score -80332.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -80359.734375 Penalty: 2160.498779
	Iteration 6Q: 3 clusters Score -80359.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -80383.414062 Penalty: 2160.498779
	Iteration 7Q: 3 clusters Score -80383.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -80409.703125 Penalty: 2160.498779
	Iteration 8Q: 3 clusters Score -80409.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -80425.726562 Penalty: 2160.498779
	Iteration 9Q: 3 clusters Score -80425.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -80440.835938 Penalty: 2160.498779
	Iteration 10Q: 3 clusters Score -80440.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -80465.867188 Penalty: 2160.498779
	Iteration 11Q: 3 clusters Score -80465.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -80480.500000 Penalty: 2160.498779
	Iteration 12Q: 3 clusters Score -80480.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -80495.570312 Penalty: 2160.498779
	Iteration 13Q: 3 clusters Score -80495.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -80504.843750 Penalty: 2160.498779
	Iteration 14Q: 3 clusters Score -80504.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -80512.085938 Penalty: 2160.498779
	Iteration 15Q: 3 clusters Score -80512.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -80514.617188 Penalty: 2160.498779
	Iteration 16Q: 3 clusters Score -80514.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -80514.617188 Penalty: 2160.498779
	Iteration 17F: 3 clusters Score -80514.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (87885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87885 members 
Entering Unmasked Estep 
Score: -10448194.000000 Penalty: 1849.864990
	Iteration 0F: 2 clusters Score -1.044819e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43767 members 
Mstep: Class 2 contains 44118 members 
Entering Unmasked Estep 
Score: -10389996.000000 Penalty: 3699.729980
	Iteration 0F: 3 clusters Score -1.039e+07 nChanged 41900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41801 members 
Mstep: Class 2 contains 46084 members 
Entering Unmasked Estep 
Score: -10414725.000000 Penalty: 3699.729980
	Iteration 1F: 3 clusters Score -1.041472e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40578 members 
Mstep: Class 2 contains 47307 members 
Entering Unmasked Estep 
Score: -10415578.000000 Penalty: 3699.729980
	Iteration 2Q: 3 clusters Score -1.041558e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38599 members 
Mstep: Class 2 contains 49286 members 
Entering Unmasked Estep 
Score: -10416554.000000 Penalty: 3699.729980
	Iteration 3Q: 3 clusters Score -1.041655e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35575 members 
Mstep: Class 2 contains 52310 members 
Entering Unmasked Estep 
Score: -10418219.000000 Penalty: 3699.729980
	Iteration 4Q: 3 clusters Score -1.041822e+07 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 56694 members 
Entering Unmasked Estep 
Score: -10420772.000000 Penalty: 3699.729980
	Iteration 5F: 3 clusters Score -1.042077e+07 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 62654 members 
Entering Unmasked Estep 
Score: -10424893.000000 Penalty: 3699.729980
	Iteration 6F: 3 clusters Score -1.042489e+07 nChanged 7184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 69762 members 
Entering Unmasked Estep 
Score: -10429965.000000 Penalty: 3699.729980
	Iteration 7F: 3 clusters Score -1.042996e+07 nChanged 6976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 76732 members 
Entering Unmasked Estep 
Score: -10434915.000000 Penalty: 3699.729980
	Iteration 8F: 3 clusters Score -1.043492e+07 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 82109 members 
Entering Unmasked Estep 
Score: -10439033.000000 Penalty: 3699.729980
	Iteration 9F: 3 clusters Score -1.043903e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 85327 members 
Entering Unmasked Estep 
Score: -10443972.000000 Penalty: 3699.729980
	Iteration 10Q: 3 clusters Score -1.044397e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 86841 members 
Entering Unmasked Estep 
Score: -10445572.000000 Penalty: 3699.729980
	Iteration 11Q: 3 clusters Score -1.044557e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 87416 members 
Entering Unmasked Estep 
Score: -10446127.000000 Penalty: 3699.729980
	Iteration 12Q: 3 clusters Score -1.044613e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 87594 members 
Entering Unmasked Estep 
Score: -10446275.000000 Penalty: 3699.729980
	Iteration 13Q: 3 clusters Score -1.044628e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 87656 members 
Entering Unmasked Estep 
Score: -10446375.000000 Penalty: 3699.729980
	Iteration 14Q: 3 clusters Score -1.044638e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 87682 members 
Entering Unmasked Estep 
Score: -10446412.000000 Penalty: 3699.729980
	Iteration 15Q: 3 clusters Score -1.044641e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 87688 members 
Entering Unmasked Estep 
Score: -10446423.000000 Penalty: 3699.729980
	Iteration 16Q: 3 clusters Score -1.044642e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 87693 members 
Entering Unmasked Estep 
Score: -10446437.000000 Penalty: 3699.729980
	Iteration 17Q: 3 clusters Score -1.044644e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 87696 members 
Entering Unmasked Estep 
Score: -10446447.000000 Penalty: 3699.729980
	Iteration 18Q: 3 clusters Score -1.044645e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 87703 members 
Entering Unmasked Estep 
Score: -10446457.000000 Penalty: 3699.729980
	Iteration 19Q: 3 clusters Score -1.044646e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 87707 members 
Entering Unmasked Estep 
Score: -10446443.000000 Penalty: 3699.729980
	Iteration 20F: 3 clusters Score -1.044644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 87707 members 
Entering Unmasked Estep 
Score: -10446456.000000 Penalty: 3699.729980
	Iteration 21Q: 3 clusters Score -1.044646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 87706 members 
Entering Unmasked Estep 
Score: -10446449.000000 Penalty: 3699.729980
	Iteration 22Q: 3 clusters Score -1.044645e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 87706 members 
Entering Unmasked Estep 
Score: -10446449.000000 Penalty: 3699.729980
	Iteration 23F: 3 clusters Score -1.044645e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (50049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50049 members 
Entering Unmasked Estep 
Score: -5950079.000000 Penalty: 1758.373169
	Iteration 0F: 2 clusters Score -5950079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -5916659.500000 Penalty: 3516.746338
	Iteration 0F: 3 clusters Score -5916660 nChanged 23591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -5929775.500000 Penalty: 3516.746338
	Iteration 1F: 3 clusters Score -5929776 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -5930183.000000 Penalty: 3516.746338
	Iteration 2Q: 3 clusters Score -5930183 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -5930697.000000 Penalty: 3516.746338
	Iteration 3Q: 3 clusters Score -5930697 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 29348 members 
Entering Unmasked Estep 
Score: -5931342.500000 Penalty: 3516.746338
	Iteration 4Q: 3 clusters Score -5931342 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -5932361.000000 Penalty: 3516.746338
	Iteration 5Q: 3 clusters Score -5932361 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 34472 members 
Entering Unmasked Estep 
Score: -5934051.500000 Penalty: 3516.746338
	Iteration 6F: 3 clusters Score -5934052 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 38276 members 
Entering Unmasked Estep 
Score: -5936946.500000 Penalty: 3516.746338
	Iteration 7F: 3 clusters Score -5936946 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 42584 members 
Entering Unmasked Estep 
Score: -5940976.000000 Penalty: 3516.746338
	Iteration 8F: 3 clusters Score -5940976 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 46485 members 
Entering Unmasked Estep 
Score: -5944878.000000 Penalty: 3516.746338
	Iteration 9F: 3 clusters Score -5944878 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 48817 members 
Entering Unmasked Estep 
Score: -5947278.500000 Penalty: 3516.746338
	Iteration 10Q: 3 clusters Score -5947278 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 49677 members 
Entering Unmasked Estep 
Score: -5948126.000000 Penalty: 3516.746338
	Iteration 11Q: 3 clusters Score -5948126 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 49870 members 
Entering Unmasked Estep 
Score: -5948357.000000 Penalty: 3516.746338
	Iteration 12Q: 3 clusters Score -5948357 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 49907 members 
Entering Unmasked Estep 
Score: -5948432.000000 Penalty: 3516.746338
	Iteration 13Q: 3 clusters Score -5948432 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 49925 members 
Entering Unmasked Estep 
Score: -5948490.500000 Penalty: 3516.746338
	Iteration 14Q: 3 clusters Score -5948490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 49936 members 
Entering Unmasked Estep 
Score: -5948491.500000 Penalty: 3516.746338
	Iteration 15Q: 3 clusters Score -5948492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 49942 members 
Entering Unmasked Estep 
Score: -5948518.000000 Penalty: 3516.746338
	Iteration 16Q: 3 clusters Score -5948518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 49943 members 
Entering Unmasked Estep 
Score: -5948521.000000 Penalty: 3516.746338
	Iteration 17Q: 3 clusters Score -5948521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 49945 members 
Entering Unmasked Estep 
Score: -5948530.000000 Penalty: 3516.746338
	Iteration 18Q: 3 clusters Score -5948530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 49945 members 
Entering Unmasked Estep 
Score: -5948530.000000 Penalty: 3516.746338
	Iteration 19F: 3 clusters Score -5948530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (24697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Entering Unmasked Estep 
Score: -2908489.500000 Penalty: 1643.596069
	Iteration 0F: 2 clusters Score -2908490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -2891742.250000 Penalty: 3287.192139
	Iteration 0F: 3 clusters Score -2891742 nChanged 11354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -2897874.500000 Penalty: 3287.192139
	Iteration 1F: 3 clusters Score -2897874 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -2898230.750000 Penalty: 3287.192139
	Iteration 2Q: 3 clusters Score -2898231 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -2898638.500000 Penalty: 3287.192139
	Iteration 3Q: 3 clusters Score -2898638 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -2899157.250000 Penalty: 3287.192139
	Iteration 4Q: 3 clusters Score -2899157 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -2899962.500000 Penalty: 3287.192139
	Iteration 5F: 3 clusters Score -2899962 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -2901249.750000 Penalty: 3287.192139
	Iteration 6F: 3 clusters Score -2901250 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -2903037.250000 Penalty: 3287.192139
	Iteration 7F: 3 clusters Score -2903037 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -2904818.750000 Penalty: 3287.192139
	Iteration 8F: 3 clusters Score -2904819 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2906017.500000 Penalty: 3287.192139
	Iteration 9Q: 3 clusters Score -2906018 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2906594.250000 Penalty: 3287.192139
	Iteration 10Q: 3 clusters Score -2906594 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2906824.750000 Penalty: 3287.192139
	Iteration 11Q: 3 clusters Score -2906825 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -2906911.250000 Penalty: 3287.192139
	Iteration 12Q: 3 clusters Score -2906911 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -2906960.000000 Penalty: 3287.192139
	Iteration 13Q: 3 clusters Score -2906960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -2906976.500000 Penalty: 3287.192139
	Iteration 14Q: 3 clusters Score -2906976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -2906979.250000 Penalty: 3287.192139
	Iteration 15Q: 3 clusters Score -2906979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -2906984.750000 Penalty: 3287.192139
	Iteration 16Q: 3 clusters Score -2906985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -2906984.750000 Penalty: 3287.192139
	Iteration 17F: 3 clusters Score -2906985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (3696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Entering Unmasked Estep 
Score: -448452.812500 Penalty: 1334.938599
	Iteration 0F: 2 clusters Score -448452.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -445309.906250 Penalty: 2669.877197
	Iteration 0F: 3 clusters Score -445309.9 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -446067.000000 Penalty: 2669.877197
	Iteration 1F: 3 clusters Score -446067 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -446203.906250 Penalty: 2669.877197
	Iteration 2F: 3 clusters Score -446203.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -446282.531250 Penalty: 2669.877197
	Iteration 3Q: 3 clusters Score -446282.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -446325.750000 Penalty: 2669.877197
	Iteration 4Q: 3 clusters Score -446325.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -446358.406250 Penalty: 2669.877197
	Iteration 5Q: 3 clusters Score -446358.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -446387.312500 Penalty: 2669.877197
	Iteration 6Q: 3 clusters Score -446387.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -446415.156250 Penalty: 2669.877197
	Iteration 7Q: 3 clusters Score -446415.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -446441.218750 Penalty: 2669.877197
	Iteration 8Q: 3 clusters Score -446441.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -446469.437500 Penalty: 2669.877197
	Iteration 9Q: 3 clusters Score -446469.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -446486.593750 Penalty: 2669.877197
	Iteration 10Q: 3 clusters Score -446486.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -446498.781250 Penalty: 2669.877197
	Iteration 11Q: 3 clusters Score -446498.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -446497.843750 Penalty: 2669.877197
	Iteration 12Q: 3 clusters Score -446497.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -446496.500000 Penalty: 2669.877197
	Iteration 13Q: 3 clusters Score -446496.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -446509.312500 Penalty: 2669.877197
	Iteration 14Q: 3 clusters Score -446509.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -446510.031250 Penalty: 2669.877197
	Iteration 15Q: 3 clusters Score -446510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -446513.531250 Penalty: 2669.877197
	Iteration 16Q: 3 clusters Score -446513.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -446517.625000 Penalty: 2669.877197
	Iteration 17Q: 3 clusters Score -446517.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -446529.000000 Penalty: 2669.877197
	Iteration 18Q: 3 clusters Score -446529 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -446533.062500 Penalty: 2669.877197
	Iteration 19Q: 3 clusters Score -446533.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -446528.875000 Penalty: 2669.877197
	Iteration 20F: 3 clusters Score -446528.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -446537.937500 Penalty: 2669.877197
	Iteration 21Q: 3 clusters Score -446537.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -446543.312500 Penalty: 2669.877197
	Iteration 22Q: 3 clusters Score -446543.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -446550.656250 Penalty: 2669.877197
	Iteration 23Q: 3 clusters Score -446550.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -446559.156250 Penalty: 2669.877197
	Iteration 24Q: 3 clusters Score -446559.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -446563.187500 Penalty: 2669.877197
	Iteration 25Q: 3 clusters Score -446563.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -446568.781250 Penalty: 2669.877197
	Iteration 26Q: 3 clusters Score -446568.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -446575.437500 Penalty: 2669.877197
	Iteration 27Q: 3 clusters Score -446575.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -446579.968750 Penalty: 2669.877197
	Iteration 28Q: 3 clusters Score -446580 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -446584.062500 Penalty: 2669.877197
	Iteration 29Q: 3 clusters Score -446584.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -446601.437500 Penalty: 2669.877197
	Iteration 30Q: 3 clusters Score -446601.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -446613.531250 Penalty: 2669.877197
	Iteration 31Q: 3 clusters Score -446613.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -446627.062500 Penalty: 2669.877197
	Iteration 32Q: 3 clusters Score -446627.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -446621.562500 Penalty: 2669.877197
	Iteration 33Q: 3 clusters Score -446621.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -446634.843750 Penalty: 2669.877197
	Iteration 34Q: 3 clusters Score -446634.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -446665.281250 Penalty: 2669.877197
	Iteration 35Q: 3 clusters Score -446665.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -446685.281250 Penalty: 2669.877197
	Iteration 36Q: 3 clusters Score -446685.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -446703.062500 Penalty: 2669.877197
	Iteration 37Q: 3 clusters Score -446703.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -446710.937500 Penalty: 2669.877197
	Iteration 38Q: 3 clusters Score -446710.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -446741.750000 Penalty: 2669.877197
	Iteration 39Q: 3 clusters Score -446741.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -446760.281250 Penalty: 2669.877197
	Iteration 40F: 3 clusters Score -446760.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -446789.000000 Penalty: 2669.877197
	Iteration 41Q: 3 clusters Score -446789 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -446807.625000 Penalty: 2669.877197
	Iteration 42Q: 3 clusters Score -446807.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -446819.468750 Penalty: 2669.877197
	Iteration 43Q: 3 clusters Score -446819.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -446840.093750 Penalty: 2669.877197
	Iteration 44Q: 3 clusters Score -446840.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -446854.125000 Penalty: 2669.877197
	Iteration 45Q: 3 clusters Score -446854.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -446860.906250 Penalty: 2669.877197
	Iteration 46Q: 3 clusters Score -446860.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -446872.531250 Penalty: 2669.877197
	Iteration 47Q: 3 clusters Score -446872.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -446910.062500 Penalty: 2669.877197
	Iteration 48Q: 3 clusters Score -446910.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -446934.625000 Penalty: 2669.877197
	Iteration 49Q: 3 clusters Score -446934.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -446945.468750 Penalty: 2669.877197
	Iteration 50Q: 3 clusters Score -446945.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -446970.625000 Penalty: 2669.877197
	Iteration 51Q: 3 clusters Score -446970.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -446990.781250 Penalty: 2669.877197
	Iteration 52Q: 3 clusters Score -446990.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -447004.437500 Penalty: 2669.877197
	Iteration 53Q: 3 clusters Score -447004.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -447027.125000 Penalty: 2669.877197
	Iteration 54Q: 3 clusters Score -447027.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -447050.906250 Penalty: 2669.877197
	Iteration 55Q: 3 clusters Score -447050.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -447080.593750 Penalty: 2669.877197
	Iteration 56Q: 3 clusters Score -447080.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -447092.937500 Penalty: 2669.877197
	Iteration 57Q: 3 clusters Score -447092.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -447092.906250 Penalty: 2669.877197
	Iteration 58Q: 3 clusters Score -447092.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -447140.406250 Penalty: 2669.877197
	Iteration 59Q: 3 clusters Score -447140.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -447160.718750 Penalty: 2669.877197
	Iteration 60F: 3 clusters Score -447160.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -447179.687500 Penalty: 2669.877197
	Iteration 61Q: 3 clusters Score -447179.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -447190.500000 Penalty: 2669.877197
	Iteration 62Q: 3 clusters Score -447190.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -447179.781250 Penalty: 2669.877197
	Iteration 63Q: 3 clusters Score -447179.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -447206.937500 Penalty: 2669.877197
	Iteration 64Q: 3 clusters Score -447206.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -447215.625000 Penalty: 2669.877197
	Iteration 65Q: 3 clusters Score -447215.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -447218.500000 Penalty: 2669.877197
	Iteration 66Q: 3 clusters Score -447218.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -447205.500000 Penalty: 2669.877197
	Iteration 67Q: 3 clusters Score -447205.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -447225.781250 Penalty: 2669.877197
	Iteration 68Q: 3 clusters Score -447225.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -447226.937500 Penalty: 2669.877197
	Iteration 69Q: 3 clusters Score -447226.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -447226.343750 Penalty: 2669.877197
	Iteration 70Q: 3 clusters Score -447226.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -447230.125000 Penalty: 2669.877197
	Iteration 71Q: 3 clusters Score -447230.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -447228.406250 Penalty: 2669.877197
	Iteration 72Q: 3 clusters Score -447228.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -447225.812500 Penalty: 2669.877197
	Iteration 73Q: 3 clusters Score -447225.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -447236.250000 Penalty: 2669.877197
	Iteration 74Q: 3 clusters Score -447236.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -447234.968750 Penalty: 2669.877197
	Iteration 75Q: 3 clusters Score -447235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -447234.968750 Penalty: 2669.877197
	Iteration 76F: 3 clusters Score -447235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (32920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32920 members 
Entering Unmasked Estep 
Score: -3923629.750000 Penalty: 1690.298218
	Iteration 0F: 2 clusters Score -3923630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -3901573.500000 Penalty: 3380.596436
	Iteration 0F: 3 clusters Score -3901574 nChanged 15269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -3909748.250000 Penalty: 3380.596436
	Iteration 1F: 3 clusters Score -3909748 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -3910057.250000 Penalty: 3380.596436
	Iteration 2Q: 3 clusters Score -3910057 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -3910300.000000 Penalty: 3380.596436
	Iteration 3Q: 3 clusters Score -3910300 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -3910525.750000 Penalty: 3380.596436
	Iteration 4Q: 3 clusters Score -3910526 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -3910824.750000 Penalty: 3380.596436
	Iteration 5Q: 3 clusters Score -3910825 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -3911180.250000 Penalty: 3380.596436
	Iteration 6Q: 3 clusters Score -3911180 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -3911709.750000 Penalty: 3380.596436
	Iteration 7Q: 3 clusters Score -3911710 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -3912472.750000 Penalty: 3380.596436
	Iteration 8Q: 3 clusters Score -3912473 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -3913726.250000 Penalty: 3380.596436
	Iteration 9F: 3 clusters Score -3913726 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -3915651.500000 Penalty: 3380.596436
	Iteration 10F: 3 clusters Score -3915652 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -3918071.250000 Penalty: 3380.596436
	Iteration 11F: 3 clusters Score -3918071 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 30663 members 
Entering Unmasked Estep 
Score: -3920071.000000 Penalty: 3380.596436
	Iteration 12F: 3 clusters Score -3920071 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 31937 members 
Entering Unmasked Estep 
Score: -3921295.000000 Penalty: 3380.596436
	Iteration 13Q: 3 clusters Score -3921295 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -3921777.250000 Penalty: 3380.596436
	Iteration 14Q: 3 clusters Score -3921777 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 32644 members 
Entering Unmasked Estep 
Score: -3921978.750000 Penalty: 3380.596436
	Iteration 15Q: 3 clusters Score -3921979 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 32707 members 
Entering Unmasked Estep 
Score: -3922060.250000 Penalty: 3380.596436
	Iteration 16Q: 3 clusters Score -3922060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 32730 members 
Entering Unmasked Estep 
Score: -3922098.750000 Penalty: 3380.596436
	Iteration 17Q: 3 clusters Score -3922099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 32741 members 
Entering Unmasked Estep 
Score: -3922104.250000 Penalty: 3380.596436
	Iteration 18Q: 3 clusters Score -3922104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -3922114.500000 Penalty: 3380.596436
	Iteration 19Q: 3 clusters Score -3922114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 32749 members 
Entering Unmasked Estep 
Score: -3922120.250000 Penalty: 3380.596436
	Iteration 20F: 3 clusters Score -3922120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -3922121.500000 Penalty: 3380.596436
	Iteration 21Q: 3 clusters Score -3922122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -3922121.500000 Penalty: 3380.596436
	Iteration 22F: 3 clusters Score -3922122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (25600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Entering Unmasked Estep 
Score: -3065206.250000 Penalty: 1649.431519
	Iteration 0F: 2 clusters Score -3065206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -3048071.750000 Penalty: 3298.863037
	Iteration 0F: 3 clusters Score -3048072 nChanged 11657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -3054374.750000 Penalty: 3298.863037
	Iteration 1F: 3 clusters Score -3054375 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -3054689.250000 Penalty: 3298.863037
	Iteration 2Q: 3 clusters Score -3054689 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -3054945.500000 Penalty: 3298.863037
	Iteration 3Q: 3 clusters Score -3054946 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -3055205.500000 Penalty: 3298.863037
	Iteration 4Q: 3 clusters Score -3055206 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -3055536.000000 Penalty: 3298.863037
	Iteration 5Q: 3 clusters Score -3055536 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -3056008.000000 Penalty: 3298.863037
	Iteration 6Q: 3 clusters Score -3056008 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -3056767.500000 Penalty: 3298.863037
	Iteration 7F: 3 clusters Score -3056768 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -3057876.000000 Penalty: 3298.863037
	Iteration 8F: 3 clusters Score -3057876 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -3059298.500000 Penalty: 3298.863037
	Iteration 9F: 3 clusters Score -3059298 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -3060851.500000 Penalty: 3298.863037
	Iteration 10F: 3 clusters Score -3060852 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -3062233.500000 Penalty: 3298.863037
	Iteration 11F: 3 clusters Score -3062234 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -3063063.000000 Penalty: 3298.863037
	Iteration 12Q: 3 clusters Score -3063063 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -3063380.500000 Penalty: 3298.863037
	Iteration 13Q: 3 clusters Score -3063380 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -3063546.500000 Penalty: 3298.863037
	Iteration 14Q: 3 clusters Score -3063546 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -3063611.000000 Penalty: 3298.863037
	Iteration 15Q: 3 clusters Score -3063611 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -3063655.000000 Penalty: 3298.863037
	Iteration 16Q: 3 clusters Score -3063655 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -3063686.000000 Penalty: 3298.863037
	Iteration 17Q: 3 clusters Score -3063686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -3063708.750000 Penalty: 3298.863037
	Iteration 18Q: 3 clusters Score -3063709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 25438 members 
Entering Unmasked Estep 
Score: -3063730.500000 Penalty: 3298.863037
	Iteration 19Q: 3 clusters Score -3063730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -3063743.250000 Penalty: 3298.863037
	Iteration 20F: 3 clusters Score -3063743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -3063756.500000 Penalty: 3298.863037
	Iteration 21Q: 3 clusters Score -3063756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
Score: -3063761.750000 Penalty: 3298.863037
	Iteration 22Q: 3 clusters Score -3063762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -3063767.000000 Penalty: 3298.863037
	Iteration 23Q: 3 clusters Score -3063767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -3063771.750000 Penalty: 3298.863037
	Iteration 24Q: 3 clusters Score -3063772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -3063776.500000 Penalty: 3298.863037
	Iteration 25Q: 3 clusters Score -3063776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -3063780.500000 Penalty: 3298.863037
	Iteration 26Q: 3 clusters Score -3063780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -3063778.500000 Penalty: 3298.863037
	Iteration 27Q: 3 clusters Score -3063778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -3063775.750000 Penalty: 3298.863037
	Iteration 28Q: 3 clusters Score -3063776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -3063791.250000 Penalty: 3298.863037
	Iteration 29Q: 3 clusters Score -3063791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -3063791.250000 Penalty: 3298.863037
	Iteration 30F: 3 clusters Score -3063791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (50249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50249 members 
Entering Unmasked Estep 
Score: -6005525.500000 Penalty: 1759.021240
	Iteration 0F: 2 clusters Score -6005526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -5972036.000000 Penalty: 3518.042480
	Iteration 0F: 3 clusters Score -5972036 nChanged 23713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -5985408.000000 Penalty: 3518.042480
	Iteration 1F: 3 clusters Score -5985408 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -5985810.500000 Penalty: 3518.042480
	Iteration 2Q: 3 clusters Score -5985810 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 28041 members 
Entering Unmasked Estep 
Score: -5986296.500000 Penalty: 3518.042480
	Iteration 3Q: 3 clusters Score -5986296 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 29529 members 
Entering Unmasked Estep 
Score: -5986935.000000 Penalty: 3518.042480
	Iteration 4Q: 3 clusters Score -5986935 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 31657 members 
Entering Unmasked Estep 
Score: -5987943.500000 Penalty: 3518.042480
	Iteration 5Q: 3 clusters Score -5987944 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 34657 members 
Entering Unmasked Estep 
Score: -5989867.500000 Penalty: 3518.042480
	Iteration 6F: 3 clusters Score -5989868 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 38513 members 
Entering Unmasked Estep 
Score: -5992813.500000 Penalty: 3518.042480
	Iteration 7F: 3 clusters Score -5992814 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 42825 members 
Entering Unmasked Estep 
Score: -5996776.000000 Penalty: 3518.042480
	Iteration 8F: 3 clusters Score -5996776 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 46655 members 
Entering Unmasked Estep 
Score: -6000472.000000 Penalty: 3518.042480
	Iteration 9F: 3 clusters Score -6000472 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 48961 members 
Entering Unmasked Estep 
Score: -6002777.000000 Penalty: 3518.042480
	Iteration 10Q: 3 clusters Score -6002777 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 49795 members 
Entering Unmasked Estep 
Score: -6003561.000000 Penalty: 3518.042480
	Iteration 11Q: 3 clusters Score -6003561 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 50026 members 
Entering Unmasked Estep 
Score: -6003781.500000 Penalty: 3518.042480
	Iteration 12Q: 3 clusters Score -6003782 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 50092 members 
Entering Unmasked Estep 
Score: -6003894.500000 Penalty: 3518.042480
	Iteration 13Q: 3 clusters Score -6003894 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 50115 members 
Entering Unmasked Estep 
Score: -6003929.000000 Penalty: 3518.042480
	Iteration 14Q: 3 clusters Score -6003929 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 50127 members 
Entering Unmasked Estep 
Score: -6003970.000000 Penalty: 3518.042480
	Iteration 15Q: 3 clusters Score -6003970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 50131 members 
Entering Unmasked Estep 
Score: -6003980.000000 Penalty: 3518.042480
	Iteration 16Q: 3 clusters Score -6003980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 50133 members 
Entering Unmasked Estep 
Score: -6003997.500000 Penalty: 3518.042480
	Iteration 17Q: 3 clusters Score -6003998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 50133 members 
Entering Unmasked Estep 
Score: -6004001.500000 Penalty: 3518.042480
	Iteration 18Q: 3 clusters Score -6004002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 50133 members 
Entering Unmasked Estep 
Score: -6003998.500000 Penalty: 3518.042480
	Iteration 19Q: 3 clusters Score -6003998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 50132 members 
Entering Unmasked Estep 
Score: -6004015.000000 Penalty: 3518.042480
	Iteration 20F: 3 clusters Score -6004015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (16655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Entering Unmasked Estep 
Score: -2002723.750000 Penalty: 1579.575684
	Iteration 0F: 2 clusters Score -2002724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1991228.625000 Penalty: 3159.151367
	Iteration 0F: 3 clusters Score -1991229 nChanged 7499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1995312.625000 Penalty: 3159.151367
	Iteration 1F: 3 clusters Score -1995313 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1995568.250000 Penalty: 3159.151367
	Iteration 2Q: 3 clusters Score -1995568 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1995819.250000 Penalty: 3159.151367
	Iteration 3Q: 3 clusters Score -1995819 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1996168.625000 Penalty: 3159.151367
	Iteration 4Q: 3 clusters Score -1996169 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1996641.750000 Penalty: 3159.151367
	Iteration 5F: 3 clusters Score -1996642 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1997309.125000 Penalty: 3159.151367
	Iteration 6F: 3 clusters Score -1997309 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -1998176.750000 Penalty: 3159.151367
	Iteration 7F: 3 clusters Score -1998177 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -1999242.375000 Penalty: 3159.151367
	Iteration 8F: 3 clusters Score -1999242 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -2000178.625000 Penalty: 3159.151367
	Iteration 9F: 3 clusters Score -2000179 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -2000720.375000 Penalty: 3159.151367
	Iteration 10Q: 3 clusters Score -2000720 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -2000997.000000 Penalty: 3159.151367
	Iteration 11Q: 3 clusters Score -2000997 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -2001117.125000 Penalty: 3159.151367
	Iteration 12Q: 3 clusters Score -2001117 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -2001189.500000 Penalty: 3159.151367
	Iteration 13Q: 3 clusters Score -2001190 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -2001229.000000 Penalty: 3159.151367
	Iteration 14Q: 3 clusters Score -2001229 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -2001268.000000 Penalty: 3159.151367
	Iteration 15Q: 3 clusters Score -2001268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -2001278.625000 Penalty: 3159.151367
	Iteration 16Q: 3 clusters Score -2001279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -2001293.000000 Penalty: 3159.151367
	Iteration 17Q: 3 clusters Score -2001293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -2001304.875000 Penalty: 3159.151367
	Iteration 18Q: 3 clusters Score -2001305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -2001308.875000 Penalty: 3159.151367
	Iteration 19Q: 3 clusters Score -2001309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -2001311.625000 Penalty: 3159.151367
	Iteration 20F: 3 clusters Score -2001312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (4583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Entering Unmasked Estep 
Score: -536007.750000 Penalty: 1369.892700
	Iteration 0F: 2 clusters Score -536007.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -532336.125000 Penalty: 2739.785400
	Iteration 0F: 3 clusters Score -532336.1 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -533380.812500 Penalty: 2739.785400
	Iteration 1F: 3 clusters Score -533380.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -533664.562500 Penalty: 2739.785400
	Iteration 2F: 3 clusters Score -533664.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -533906.875000 Penalty: 2739.785400
	Iteration 3F: 3 clusters Score -533906.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -534140.750000 Penalty: 2739.785400
	Iteration 4F: 3 clusters Score -534140.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -534366.375000 Penalty: 2739.785400
	Iteration 5F: 3 clusters Score -534366.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -534606.312500 Penalty: 2739.785400
	Iteration 6F: 3 clusters Score -534606.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -534809.500000 Penalty: 2739.785400
	Iteration 7F: 3 clusters Score -534809.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -534997.250000 Penalty: 2739.785400
	Iteration 8Q: 3 clusters Score -534997.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -535135.000000 Penalty: 2739.785400
	Iteration 9Q: 3 clusters Score -535135 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -535207.062500 Penalty: 2739.785400
	Iteration 10Q: 3 clusters Score -535207.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -535244.750000 Penalty: 2739.785400
	Iteration 11Q: 3 clusters Score -535244.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -535267.937500 Penalty: 2739.785400
	Iteration 12Q: 3 clusters Score -535267.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -535279.812500 Penalty: 2739.785400
	Iteration 13Q: 3 clusters Score -535279.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -535285.250000 Penalty: 2739.785400
	Iteration 14Q: 3 clusters Score -535285.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -535290.125000 Penalty: 2739.785400
	Iteration 15Q: 3 clusters Score -535290.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -535297.000000 Penalty: 2739.785400
	Iteration 16Q: 3 clusters Score -535297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -535300.375000 Penalty: 2739.785400
	Iteration 17Q: 3 clusters Score -535300.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -535303.875000 Penalty: 2739.785400
	Iteration 18Q: 3 clusters Score -535303.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -535304.937500 Penalty: 2739.785400
	Iteration 19Q: 3 clusters Score -535304.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -535305.312500 Penalty: 2739.785400
	Iteration 20F: 3 clusters Score -535305.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -535305.250000 Penalty: 2739.785400
	Iteration 21Q: 3 clusters Score -535305.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -535304.875000 Penalty: 2739.785400
	Iteration 22Q: 3 clusters Score -535304.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -535304.875000 Penalty: 2739.785400
	Iteration 23F: 3 clusters Score -535304.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 43893 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 33842 members 
Mstep: Class 6 contains 74348 members 
Mstep: Class 7 contains 8577 members 
Mstep: Class 8 contains 36316 members 
Mstep: Class 9 contains 31864 members 
Mstep: Class 10 contains 16179 members 
Mstep: Class 11 contains 8142 members 
Mstep: Class 12 contains 56066 members 
Mstep: Class 13 contains 4082 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 15387 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 92401 members 
Mstep: Class 20 contains 33236 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37615 members 
Mstep: Class 23 contains 9703 members 
Mstep: Class 24 contains 15715 members 
Mstep: Class 25 contains 80299 members 
Mstep: Class 26 contains 25355 members 
Mstep: Class 27 contains 899 members 
Mstep: Class 28 contains 810 members 
Mstep: Class 29 contains 2565 members 
Mstep: Class 30 contains 53955 members 
Mstep: Class 31 contains 336 members 
Mstep: Class 32 contains 201 members 
Mstep: Class 33 contains 55134 members 
Mstep: Class 34 contains 1331 members 
Mstep: Class 35 contains 462 members 
Mstep: Class 36 contains 377 members 
Mstep: Class 37 contains 91034 members 
Mstep: Class 38 contains 12824 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10777 members 
Mstep: Class 41 contains 81750 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 43 contains 216 members 
Mstep: Class 44 contains 54806 members 
Mstep: Class 45 contains 191903 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 43551 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 26047 members 
Mstep: Class 50 contains 99085 members 
Mstep: Class 51 contains 771 members 
Mstep: Class 52 contains 87885 members 
Mstep: Class 53 contains 50049 members 
Mstep: Class 54 contains 24697 members 
Mstep: Class 55 contains 3696 members 
Mstep: Class 56 contains 32920 members 
Mstep: Class 57 contains 25600 members 
Mstep: Class 58 contains 50249 members 
Mstep: Class 60 contains 16655 members 
Mstep: Class 61 contains 4583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194759200.000000 Penalty: 144672.062500
Iteration 439Q: 63 clusters Score -1.947592e+08 nChanged 7974
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 43415 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 33893 members 
Mstep: Class 6 contains 74353 members 
Mstep: Class 7 contains 8582 members 
Mstep: Class 8 contains 36321 members 
Mstep: Class 9 contains 31863 members 
Mstep: Class 10 contains 16179 members 
Mstep: Class 11 contains 8122 members 
Mstep: Class 12 contains 56012 members 
Mstep: Class 13 contains 4084 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 15723 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 93115 members 
Mstep: Class 20 contains 33125 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37606 members 
Mstep: Class 23 contains 9733 members 
Mstep: Class 24 contains 15724 members 
Mstep: Class 25 contains 80111 members 
Mstep: Class 26 contains 25350 members 
Mstep: Class 27 contains 896 members 
Mstep: Class 28 contains 810 members 
Mstep: Class 29 contains 2565 members 
Mstep: Class 30 contains 54413 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 216 members 
Mstep: Class 33 contains 55448 members 
Mstep: Class 34 contains 1335 members 
Mstep: Class 35 contains 458 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 91049 members 
Mstep: Class 38 contains 12823 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10778 members 
Mstep: Class 41 contains 83411 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 214 members 
Mstep: Class 44 contains 54635 members 
Mstep: Class 45 contains 191906 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 43603 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 25836 members 
Mstep: Class 50 contains 99062 members 
Mstep: Class 51 contains 772 members 
Mstep: Class 52 contains 87726 members 
Mstep: Class 53 contains 50115 members 
Mstep: Class 54 contains 24894 members 
Mstep: Class 55 contains 3667 members 
Mstep: Class 56 contains 33085 members 
Mstep: Class 57 contains 25898 members 
Mstep: Class 58 contains 49399 members 
Mstep: Class 59 contains 53006 members 
Mstep: Class 60 contains 14896 members 
Mstep: Class 61 contains 4597 members 
Mstep: Class 62 contains 153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194764256.000000 Penalty: 144672.062500
Iteration 440F: 63 clusters Score -1.947643e+08 nChanged 12982
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 42960 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 33853 members 
Mstep: Class 6 contains 74355 members 
Mstep: Class 7 contains 8585 members 
Mstep: Class 8 contains 36307 members 
Mstep: Class 9 contains 31864 members 
Mstep: Class 10 contains 16181 members 
Mstep: Class 11 contains 8083 members 
Mstep: Class 12 contains 55825 members 
Mstep: Class 13 contains 4084 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 16099 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 246 members 
Mstep: Class 19 contains 93659 members 
Mstep: Class 20 contains 32474 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37514 members 
Mstep: Class 23 contains 9731 members 
Mstep: Class 24 contains 15732 members 
Mstep: Class 25 contains 79652 members 
Mstep: Class 26 contains 25346 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 809 members 
Mstep: Class 29 contains 2565 members 
Mstep: Class 30 contains 53056 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 226 members 
Mstep: Class 33 contains 55717 members 
Mstep: Class 34 contains 1335 members 
Mstep: Class 35 contains 453 members 
Mstep: Class 36 contains 374 members 
Mstep: Class 37 contains 91049 members 
Mstep: Class 38 contains 12824 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10780 members 
Mstep: Class 41 contains 81230 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 203 members 
Mstep: Class 44 contains 54459 members 
Mstep: Class 45 contains 191899 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 43620 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 25350 members 
Mstep: Class 50 contains 99065 members 
Mstep: Class 51 contains 772 members 
Mstep: Class 52 contains 91138 members 
Mstep: Class 53 contains 50267 members 
Mstep: Class 54 contains 25105 members 
Mstep: Class 55 contains 3588 members 
Mstep: Class 56 contains 33293 members 
Mstep: Class 57 contains 26274 members 
Mstep: Class 58 contains 48342 members 
Mstep: Class 59 contains 55956 members 
Mstep: Class 60 contains 13679 members 
Mstep: Class 61 contains 4604 members 
Mstep: Class 62 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194762384.000000 Penalty: 144672.062500
Iteration 441Q: 63 clusters Score -1.947624e+08 nChanged 13113
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 42561 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 33830 members 
Mstep: Class 6 contains 74365 members 
Mstep: Class 7 contains 8580 members 
Mstep: Class 8 contains 36299 members 
Mstep: Class 9 contains 31866 members 
Mstep: Class 10 contains 16183 members 
Mstep: Class 11 contains 8070 members 
Mstep: Class 12 contains 55675 members 
Mstep: Class 13 contains 4084 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 1911 members 
Mstep: Class 16 contains 16167 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 244 members 
Mstep: Class 19 contains 94873 members 
Mstep: Class 20 contains 31253 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37459 members 
Mstep: Class 23 contains 9737 members 
Mstep: Class 24 contains 15749 members 
Mstep: Class 25 contains 79336 members 
Mstep: Class 26 contains 25333 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 808 members 
Mstep: Class 29 contains 2565 members 
Mstep: Class 30 contains 51178 members 
Mstep: Class 31 contains 336 members 
Mstep: Class 32 contains 232 members 
Mstep: Class 33 contains 55951 members 
Mstep: Class 34 contains 1336 members 
Mstep: Class 35 contains 453 members 
Mstep: Class 36 contains 373 members 
Mstep: Class 37 contains 91080 members 
Mstep: Class 38 contains 12827 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10780 members 
Mstep: Class 41 contains 80424 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 54375 members 
Mstep: Class 45 contains 191887 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 43829 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 24740 members 
Mstep: Class 50 contains 99015 members 
Mstep: Class 51 contains 772 members 
Mstep: Class 52 contains 94273 members 
Mstep: Class 53 contains 50552 members 
Mstep: Class 54 contains 25270 members 
Mstep: Class 55 contains 3458 members 
Mstep: Class 56 contains 33437 members 
Mstep: Class 57 contains 26741 members 
Mstep: Class 58 contains 47266 members 
Mstep: Class 59 contains 58363 members 
Mstep: Class 60 contains 12145 members 
Mstep: Class 61 contains 4617 members 
Mstep: Class 62 contains 167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194760800.000000 Penalty: 144672.062500
Iteration 442Q: 63 clusters Score -1.947608e+08 nChanged 11187
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 42330 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 33830 members 
Mstep: Class 6 contains 74371 members 
Mstep: Class 7 contains 8579 members 
Mstep: Class 8 contains 36294 members 
Mstep: Class 9 contains 31875 members 
Mstep: Class 10 contains 16184 members 
Mstep: Class 11 contains 8062 members 
Mstep: Class 12 contains 55592 members 
Mstep: Class 13 contains 4083 members 
Mstep: Class 14 contains 534 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 16542 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 95989 members 
Mstep: Class 20 contains 30082 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37444 members 
Mstep: Class 23 contains 9736 members 
Mstep: Class 24 contains 15758 members 
Mstep: Class 25 contains 79140 members 
Mstep: Class 26 contains 25325 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 806 members 
Mstep: Class 29 contains 2565 members 
Mstep: Class 30 contains 49112 members 
Mstep: Class 31 contains 337 members 
Mstep: Class 32 contains 232 members 
Mstep: Class 33 contains 56095 members 
Mstep: Class 34 contains 1336 members 
Mstep: Class 35 contains 451 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 91122 members 
Mstep: Class 38 contains 12828 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10780 members 
Mstep: Class 41 contains 79912 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 198 members 
Mstep: Class 44 contains 54256 members 
Mstep: Class 45 contains 191866 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 43669 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 24476 members 
Mstep: Class 50 contains 98922 members 
Mstep: Class 51 contains 772 members 
Mstep: Class 52 contains 96808 members 
Mstep: Class 53 contains 50815 members 
Mstep: Class 54 contains 25435 members 
Mstep: Class 55 contains 3292 members 
Mstep: Class 56 contains 33680 members 
Mstep: Class 57 contains 27188 members 
Mstep: Class 58 contains 46035 members 
Mstep: Class 59 contains 60600 members 
Mstep: Class 60 contains 10894 members 
Mstep: Class 61 contains 4631 members 
Mstep: Class 62 contains 172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194759216.000000 Penalty: 144672.062500
Iteration 443Q: 63 clusters Score -1.947592e+08 nChanged 10949
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 3508 members 
Mstep: Class 3 contains 42047 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 33812 members 
Mstep: Class 6 contains 74380 members 
Mstep: Class 7 contains 8577 members 
Mstep: Class 8 contains 36280 members 
Mstep: Class 9 contains 31878 members 
Mstep: Class 10 contains 16184 members 
Mstep: Class 11 contains 8049 members 
Mstep: Class 12 contains 55497 members 
Mstep: Class 13 contains 4081 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1913 members 
Mstep: Class 16 contains 16720 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 97301 members 
Mstep: Class 20 contains 28681 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37432 members 
Mstep: Class 23 contains 9739 members 
Mstep: Class 24 contains 15770 members 
Mstep: Class 25 contains 79071 members 
Mstep: Class 26 contains 25314 members 
Mstep: Class 27 contains 893 members 
Mstep: Class 28 contains 804 members 
Mstep: Class 29 contains 2564 members 
Mstep: Class 30 contains 46710 members 
Mstep: Class 31 contains 337 members 
Mstep: Class 32 contains 229 members 
Mstep: Class 33 contains 56279 members 
Mstep: Class 34 contains 1336 members 
Mstep: Class 35 contains 450 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 91156 members 
Mstep: Class 38 contains 12831 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10785 members 
Mstep: Class 41 contains 79357 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 54119 members 
Mstep: Class 45 contains 191854 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 43553 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 24243 members 
Mstep: Class 50 contains 98887 members 
Mstep: Class 51 contains 772 members 
Mstep: Class 52 contains 99331 members 
Mstep: Class 53 contains 50828 members 
Mstep: Class 54 contains 25612 members 
Mstep: Class 55 contains 3234 members 
Mstep: Class 56 contains 33860 members 
Mstep: Class 57 contains 27797 members 
Mstep: Class 58 contains 44767 members 
Mstep: Class 59 contains 63092 members 
Mstep: Class 60 contains 9880 members 
Mstep: Class 61 contains 4640 members 
Mstep: Class 62 contains 176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194757072.000000 Penalty: 144672.062500
Iteration 444Q: 63 clusters Score -1.947571e+08 nChanged 11225
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 41794 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 33817 members 
Mstep: Class 6 contains 74390 members 
Mstep: Class 7 contains 8574 members 
Mstep: Class 8 contains 36261 members 
Mstep: Class 9 contains 31883 members 
Mstep: Class 10 contains 16185 members 
Mstep: Class 11 contains 8039 members 
Mstep: Class 12 contains 55447 members 
Mstep: Class 13 contains 4080 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 16736 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 242 members 
Mstep: Class 19 contains 99164 members 
Mstep: Class 20 contains 27280 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37428 members 
Mstep: Class 23 contains 9735 members 
Mstep: Class 24 contains 15785 members 
Mstep: Class 25 contains 79044 members 
Mstep: Class 26 contains 25305 members 
Mstep: Class 27 contains 893 members 
Mstep: Class 28 contains 804 members 
Mstep: Class 29 contains 2564 members 
Mstep: Class 30 contains 43772 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 229 members 
Mstep: Class 33 contains 56362 members 
Mstep: Class 34 contains 1336 members 
Mstep: Class 35 contains 450 members 
Mstep: Class 36 contains 374 members 
Mstep: Class 37 contains 91155 members 
Mstep: Class 38 contains 12835 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10784 members 
Mstep: Class 41 contains 78916 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 54003 members 
Mstep: Class 45 contains 191843 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 43544 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 24271 members 
Mstep: Class 50 contains 98884 members 
Mstep: Class 51 contains 772 members 
Mstep: Class 52 contains 101788 members 
Mstep: Class 53 contains 50902 members 
Mstep: Class 54 contains 25776 members 
Mstep: Class 55 contains 3146 members 
Mstep: Class 56 contains 34049 members 
Mstep: Class 57 contains 28143 members 
Mstep: Class 58 contains 43127 members 
Mstep: Class 59 contains 65756 members 
Mstep: Class 60 contains 8973 members 
Mstep: Class 61 contains 4649 members 
Mstep: Class 62 contains 179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194755120.000000 Penalty: 144672.062500
Iteration 445Q: 63 clusters Score -1.947551e+08 nChanged 11524
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 41304 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 33827 members 
Mstep: Class 6 contains 74403 members 
Mstep: Class 7 contains 8574 members 
Mstep: Class 8 contains 36257 members 
Mstep: Class 9 contains 31882 members 
Mstep: Class 10 contains 16187 members 
Mstep: Class 11 contains 8036 members 
Mstep: Class 12 contains 55398 members 
Mstep: Class 13 contains 4080 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 16765 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 101430 members 
Mstep: Class 20 contains 25980 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37433 members 
Mstep: Class 23 contains 9731 members 
Mstep: Class 24 contains 15802 members 
Mstep: Class 25 contains 79093 members 
Mstep: Class 26 contains 25293 members 
Mstep: Class 27 contains 893 members 
Mstep: Class 28 contains 804 members 
Mstep: Class 29 contains 2563 members 
Mstep: Class 30 contains 40972 members 
Mstep: Class 31 contains 335 members 
Mstep: Class 32 contains 228 members 
Mstep: Class 33 contains 56601 members 
Mstep: Class 34 contains 1334 members 
Mstep: Class 35 contains 450 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 91154 members 
Mstep: Class 38 contains 12835 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10790 members 
Mstep: Class 41 contains 78634 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 53861 members 
Mstep: Class 45 contains 191836 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 43595 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 24005 members 
Mstep: Class 50 contains 98840 members 
Mstep: Class 51 contains 772 members 
Mstep: Class 52 contains 104459 members 
Mstep: Class 53 contains 50973 members 
Mstep: Class 54 contains 25928 members 
Mstep: Class 55 contains 3058 members 
Mstep: Class 56 contains 34249 members 
Mstep: Class 57 contains 28685 members 
Mstep: Class 58 contains 41337 members 
Mstep: Class 59 contains 67462 members 
Mstep: Class 60 contains 8212 members 
Mstep: Class 61 contains 4664 members 
Mstep: Class 62 contains 180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194752512.000000 Penalty: 144672.062500
Iteration 446Q: 63 clusters Score -1.947525e+08 nChanged 11553
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 40924 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 33823 members 
Mstep: Class 6 contains 74413 members 
Mstep: Class 7 contains 8572 members 
Mstep: Class 8 contains 36248 members 
Mstep: Class 9 contains 31887 members 
Mstep: Class 10 contains 16190 members 
Mstep: Class 11 contains 8043 members 
Mstep: Class 12 contains 55351 members 
Mstep: Class 13 contains 4080 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 16601 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 103778 members 
Mstep: Class 20 contains 24844 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37423 members 
Mstep: Class 23 contains 9732 members 
Mstep: Class 24 contains 15820 members 
Mstep: Class 25 contains 79169 members 
Mstep: Class 26 contains 25277 members 
Mstep: Class 27 contains 893 members 
Mstep: Class 28 contains 804 members 
Mstep: Class 29 contains 2563 members 
Mstep: Class 30 contains 38392 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 228 members 
Mstep: Class 33 contains 56810 members 
Mstep: Class 34 contains 1333 members 
Mstep: Class 35 contains 450 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 91112 members 
Mstep: Class 38 contains 12836 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10794 members 
Mstep: Class 41 contains 78620 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 53724 members 
Mstep: Class 45 contains 191838 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 43643 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 23840 members 
Mstep: Class 50 contains 98854 members 
Mstep: Class 51 contains 772 members 
Mstep: Class 52 contains 107101 members 
Mstep: Class 53 contains 51036 members 
Mstep: Class 54 contains 26072 members 
Mstep: Class 55 contains 2929 members 
Mstep: Class 56 contains 34415 members 
Mstep: Class 57 contains 29262 members 
Mstep: Class 58 contains 39373 members 
Mstep: Class 59 contains 68840 members 
Mstep: Class 60 contains 7263 members 
Mstep: Class 61 contains 4673 members 
Mstep: Class 62 contains 181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194749696.000000 Penalty: 144672.062500
Iteration 447Q: 63 clusters Score -1.947497e+08 nChanged 10724
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 40470 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 33841 members 
Mstep: Class 6 contains 74424 members 
Mstep: Class 7 contains 8573 members 
Mstep: Class 8 contains 36240 members 
Mstep: Class 9 contains 31889 members 
Mstep: Class 10 contains 16186 members 
Mstep: Class 11 contains 8062 members 
Mstep: Class 12 contains 55327 members 
Mstep: Class 13 contains 4081 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 16572 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 106069 members 
Mstep: Class 20 contains 23720 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37439 members 
Mstep: Class 23 contains 9732 members 
Mstep: Class 24 contains 15836 members 
Mstep: Class 25 contains 79256 members 
Mstep: Class 26 contains 25269 members 
Mstep: Class 27 contains 893 members 
Mstep: Class 28 contains 804 members 
Mstep: Class 29 contains 2563 members 
Mstep: Class 30 contains 35994 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 227 members 
Mstep: Class 33 contains 57025 members 
Mstep: Class 34 contains 1333 members 
Mstep: Class 35 contains 450 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 91068 members 
Mstep: Class 38 contains 12833 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10797 members 
Mstep: Class 41 contains 79046 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 53600 members 
Mstep: Class 45 contains 191843 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 43701 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 23382 members 
Mstep: Class 50 contains 98763 members 
Mstep: Class 51 contains 772 members 
Mstep: Class 52 contains 109156 members 
Mstep: Class 53 contains 51262 members 
Mstep: Class 54 contains 26212 members 
Mstep: Class 55 contains 2791 members 
Mstep: Class 56 contains 34592 members 
Mstep: Class 57 contains 29899 members 
Mstep: Class 58 contains 37236 members 
Mstep: Class 59 contains 70213 members 
Mstep: Class 60 contains 6480 members 
Mstep: Class 61 contains 4687 members 
Mstep: Class 62 contains 182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194748880.000000 Penalty: 144672.062500
Iteration 448Q: 63 clusters Score -1.947489e+08 nChanged 11265
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 40223 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 33864 members 
Mstep: Class 6 contains 74433 members 
Mstep: Class 7 contains 8572 members 
Mstep: Class 8 contains 36238 members 
Mstep: Class 9 contains 31898 members 
Mstep: Class 10 contains 16182 members 
Mstep: Class 11 contains 8065 members 
Mstep: Class 12 contains 55278 members 
Mstep: Class 13 contains 4080 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 16598 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 108216 members 
Mstep: Class 20 contains 22892 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37465 members 
Mstep: Class 23 contains 9735 members 
Mstep: Class 24 contains 15854 members 
Mstep: Class 25 contains 79355 members 
Mstep: Class 26 contains 25272 members 
Mstep: Class 27 contains 893 members 
Mstep: Class 28 contains 804 members 
Mstep: Class 29 contains 2563 members 
Mstep: Class 30 contains 33382 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 226 members 
Mstep: Class 33 contains 57045 members 
Mstep: Class 34 contains 1332 members 
Mstep: Class 35 contains 450 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 91050 members 
Mstep: Class 38 contains 12831 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10800 members 
Mstep: Class 41 contains 79410 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 198 members 
Mstep: Class 44 contains 53518 members 
Mstep: Class 45 contains 191852 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 43635 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 22928 members 
Mstep: Class 50 contains 98626 members 
Mstep: Class 51 contains 772 members 
Mstep: Class 52 contains 111732 members 
Mstep: Class 53 contains 51368 members 
Mstep: Class 54 contains 26332 members 
Mstep: Class 55 contains 2708 members 
Mstep: Class 56 contains 34792 members 
Mstep: Class 57 contains 30418 members 
Mstep: Class 58 contains 35112 members 
Mstep: Class 59 contains 71543 members 
Mstep: Class 60 contains 5526 members 
Mstep: Class 61 contains 4705 members 
Mstep: Class 62 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194748928.000000 Penalty: 144672.062500
Iteration 449Q: 63 clusters Score -1.947489e+08 nChanged 11098
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 39928 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 33880 members 
Mstep: Class 6 contains 74435 members 
Mstep: Class 7 contains 8571 members 
Mstep: Class 8 contains 36243 members 
Mstep: Class 9 contains 31901 members 
Mstep: Class 10 contains 16180 members 
Mstep: Class 11 contains 8078 members 
Mstep: Class 12 contains 55259 members 
Mstep: Class 13 contains 4081 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 16338 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 110347 members 
Mstep: Class 20 contains 22467 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37481 members 
Mstep: Class 23 contains 9733 members 
Mstep: Class 24 contains 15871 members 
Mstep: Class 25 contains 79438 members 
Mstep: Class 26 contains 25269 members 
Mstep: Class 27 contains 893 members 
Mstep: Class 28 contains 804 members 
Mstep: Class 29 contains 2563 members 
Mstep: Class 30 contains 31378 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 226 members 
Mstep: Class 33 contains 57048 members 
Mstep: Class 34 contains 1330 members 
Mstep: Class 35 contains 450 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 90997 members 
Mstep: Class 38 contains 12832 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10802 members 
Mstep: Class 41 contains 79434 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 197 members 
Mstep: Class 44 contains 53482 members 
Mstep: Class 45 contains 191850 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 43646 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 22267 members 
Mstep: Class 50 contains 98570 members 
Mstep: Class 51 contains 772 members 
Mstep: Class 52 contains 114311 members 
Mstep: Class 53 contains 51596 members 
Mstep: Class 54 contains 26439 members 
Mstep: Class 55 contains 2499 members 
Mstep: Class 56 contains 35001 members 
Mstep: Class 57 contains 30892 members 
Mstep: Class 58 contains 33310 members 
Mstep: Class 59 contains 72436 members 
Mstep: Class 60 contains 4505 members 
Mstep: Class 61 contains 4721 members 
Mstep: Class 62 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194748976.000000 Penalty: 144672.062500
Iteration 450Q: 63 clusters Score -1.94749e+08 nChanged 11538
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 39614 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 33876 members 
Mstep: Class 6 contains 74441 members 
Mstep: Class 7 contains 8567 members 
Mstep: Class 8 contains 36250 members 
Mstep: Class 9 contains 31900 members 
Mstep: Class 10 contains 16180 members 
Mstep: Class 11 contains 8086 members 
Mstep: Class 12 contains 55192 members 
Mstep: Class 13 contains 4080 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 16270 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 112602 members 
Mstep: Class 20 contains 22242 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37459 members 
Mstep: Class 23 contains 9726 members 
Mstep: Class 24 contains 15882 members 
Mstep: Class 25 contains 79508 members 
Mstep: Class 26 contains 25266 members 
Mstep: Class 27 contains 893 members 
Mstep: Class 28 contains 804 members 
Mstep: Class 29 contains 2563 members 
Mstep: Class 30 contains 29720 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 226 members 
Mstep: Class 33 contains 57085 members 
Mstep: Class 34 contains 1330 members 
Mstep: Class 35 contains 450 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 90940 members 
Mstep: Class 38 contains 12832 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10810 members 
Mstep: Class 41 contains 79418 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 197 members 
Mstep: Class 44 contains 53422 members 
Mstep: Class 45 contains 191854 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 43646 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 21217 members 
Mstep: Class 50 contains 98491 members 
Mstep: Class 51 contains 772 members 
Mstep: Class 52 contains 117234 members 
Mstep: Class 53 contains 51932 members 
Mstep: Class 54 contains 26548 members 
Mstep: Class 55 contains 2274 members 
Mstep: Class 56 contains 35223 members 
Mstep: Class 57 contains 31174 members 
Mstep: Class 58 contains 31604 members 
Mstep: Class 59 contains 72692 members 
Mstep: Class 60 contains 3508 members 
Mstep: Class 61 contains 4733 members 
Mstep: Class 62 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 60. Lose 1876.545532 but Gain 2333.421875
Score: -194748208.000000 Penalty: 142338.640625
Iteration 451Q: 62 clusters Score -1.947482e+08 nChanged 14407
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 39280 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 33884 members 
Mstep: Class 6 contains 74452 members 
Mstep: Class 7 contains 8566 members 
Mstep: Class 8 contains 36252 members 
Mstep: Class 9 contains 31900 members 
Mstep: Class 10 contains 16179 members 
Mstep: Class 11 contains 8100 members 
Mstep: Class 12 contains 55147 members 
Mstep: Class 13 contains 4080 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 16131 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 114914 members 
Mstep: Class 20 contains 22520 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37463 members 
Mstep: Class 23 contains 9726 members 
Mstep: Class 24 contains 15898 members 
Mstep: Class 25 contains 79624 members 
Mstep: Class 26 contains 25255 members 
Mstep: Class 27 contains 893 members 
Mstep: Class 28 contains 804 members 
Mstep: Class 29 contains 2563 members 
Mstep: Class 30 contains 27768 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 226 members 
Mstep: Class 33 contains 57067 members 
Mstep: Class 34 contains 1331 members 
Mstep: Class 35 contains 450 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 90855 members 
Mstep: Class 38 contains 12832 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10816 members 
Mstep: Class 41 contains 81717 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 197 members 
Mstep: Class 44 contains 53401 members 
Mstep: Class 45 contains 191856 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 43695 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 20110 members 
Mstep: Class 50 contains 98387 members 
Mstep: Class 51 contains 772 members 
Mstep: Class 52 contains 120076 members 
Mstep: Class 53 contains 52149 members 
Mstep: Class 54 contains 26637 members 
Mstep: Class 55 contains 2167 members 
Mstep: Class 56 contains 35437 members 
Mstep: Class 57 contains 31542 members 
Mstep: Class 58 contains 30429 members 
Mstep: Class 59 contains 72411 members 
Mstep: Class 61 contains 4747 members 
Mstep: Class 62 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 55. Lose 2241.786865 but Gain 2333.421875
Score: -194749600.000000 Penalty: 140005.218750
Iteration 452Q: 61 clusters Score -1.947496e+08 nChanged 13569
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 38799 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 33892 members 
Mstep: Class 6 contains 74454 members 
Mstep: Class 7 contains 8568 members 
Mstep: Class 8 contains 36265 members 
Mstep: Class 9 contains 31899 members 
Mstep: Class 10 contains 16179 members 
Mstep: Class 11 contains 8118 members 
Mstep: Class 12 contains 55105 members 
Mstep: Class 13 contains 4081 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 15852 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 116941 members 
Mstep: Class 20 contains 23059 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37484 members 
Mstep: Class 23 contains 9722 members 
Mstep: Class 24 contains 15924 members 
Mstep: Class 25 contains 79787 members 
Mstep: Class 26 contains 25244 members 
Mstep: Class 27 contains 893 members 
Mstep: Class 28 contains 804 members 
Mstep: Class 29 contains 2563 members 
Mstep: Class 30 contains 26148 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 226 members 
Mstep: Class 33 contains 57214 members 
Mstep: Class 34 contains 1330 members 
Mstep: Class 35 contains 450 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 90785 members 
Mstep: Class 38 contains 12832 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10825 members 
Mstep: Class 41 contains 80417 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 197 members 
Mstep: Class 44 contains 53360 members 
Mstep: Class 45 contains 191864 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 43902 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 18481 members 
Mstep: Class 50 contains 98839 members 
Mstep: Class 51 contains 772 members 
Mstep: Class 52 contains 123284 members 
Mstep: Class 53 contains 53702 members 
Mstep: Class 54 contains 26740 members 
Mstep: Class 56 contains 35585 members 
Mstep: Class 57 contains 31938 members 
Mstep: Class 58 contains 29360 members 
Mstep: Class 59 contains 72021 members 
Mstep: Class 61 contains 4758 members 
Mstep: Class 62 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194749360.000000 Penalty: 140005.218750
Iteration 453Q: 61 clusters Score -1.947494e+08 nChanged 13515
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 38189 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 33872 members 
Mstep: Class 6 contains 74457 members 
Mstep: Class 7 contains 8572 members 
Mstep: Class 8 contains 36265 members 
Mstep: Class 9 contains 31893 members 
Mstep: Class 10 contains 16182 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 55061 members 
Mstep: Class 13 contains 4081 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 15743 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 119155 members 
Mstep: Class 20 contains 24101 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37488 members 
Mstep: Class 23 contains 9721 members 
Mstep: Class 24 contains 15945 members 
Mstep: Class 25 contains 79930 members 
Mstep: Class 26 contains 25243 members 
Mstep: Class 27 contains 893 members 
Mstep: Class 28 contains 804 members 
Mstep: Class 29 contains 2563 members 
Mstep: Class 30 contains 24511 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 226 members 
Mstep: Class 33 contains 57315 members 
Mstep: Class 34 contains 1329 members 
Mstep: Class 35 contains 450 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 90720 members 
Mstep: Class 38 contains 12829 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10831 members 
Mstep: Class 41 contains 78457 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 197 members 
Mstep: Class 44 contains 53343 members 
Mstep: Class 45 contains 191872 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 44121 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 16879 members 
Mstep: Class 50 contains 97479 members 
Mstep: Class 51 contains 772 members 
Mstep: Class 52 contains 126781 members 
Mstep: Class 53 contains 54936 members 
Mstep: Class 54 contains 26813 members 
Mstep: Class 56 contains 35820 members 
Mstep: Class 57 contains 32416 members 
Mstep: Class 58 contains 28280 members 
Mstep: Class 59 contains 71207 members 
Mstep: Class 61 contains 4774 members 
Mstep: Class 62 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194748800.000000 Penalty: 140005.218750
Iteration 454Q: 61 clusters Score -1.947488e+08 nChanged 13952
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 37834 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 33864 members 
Mstep: Class 6 contains 74467 members 
Mstep: Class 7 contains 8576 members 
Mstep: Class 8 contains 36261 members 
Mstep: Class 9 contains 31896 members 
Mstep: Class 10 contains 16185 members 
Mstep: Class 11 contains 8145 members 
Mstep: Class 12 contains 55009 members 
Mstep: Class 13 contains 4081 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 15339 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 121343 members 
Mstep: Class 20 contains 24890 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37487 members 
Mstep: Class 23 contains 9715 members 
Mstep: Class 24 contains 15971 members 
Mstep: Class 25 contains 80049 members 
Mstep: Class 26 contains 25243 members 
Mstep: Class 27 contains 893 members 
Mstep: Class 28 contains 804 members 
Mstep: Class 29 contains 2563 members 
Mstep: Class 30 contains 23203 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 226 members 
Mstep: Class 33 contains 57217 members 
Mstep: Class 34 contains 1329 members 
Mstep: Class 35 contains 450 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 90608 members 
Mstep: Class 38 contains 12829 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10831 members 
Mstep: Class 41 contains 75986 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 197 members 
Mstep: Class 44 contains 53313 members 
Mstep: Class 45 contains 191874 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 44410 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 15279 members 
Mstep: Class 50 contains 95937 members 
Mstep: Class 51 contains 772 members 
Mstep: Class 52 contains 130664 members 
Mstep: Class 53 contains 56345 members 
Mstep: Class 54 contains 26878 members 
Mstep: Class 56 contains 36124 members 
Mstep: Class 57 contains 32909 members 
Mstep: Class 58 contains 27563 members 
Mstep: Class 59 contains 70279 members 
Mstep: Class 61 contains 4787 members 
Mstep: Class 62 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194746048.000000 Penalty: 140005.218750
Iteration 455Q: 61 clusters Score -1.94746e+08 nChanged 14316
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 3508 members 
Mstep: Class 3 contains 37487 members 
Mstep: Class 4 contains 633 members 
Mstep: Class 5 contains 33861 members 
Mstep: Class 6 contains 74471 members 
Mstep: Class 7 contains 8583 members 
Mstep: Class 8 contains 36262 members 
Mstep: Class 9 contains 31896 members 
Mstep: Class 10 contains 16185 members 
Mstep: Class 11 contains 8151 members 
Mstep: Class 12 contains 54975 members 
Mstep: Class 13 contains 4083 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1913 members 
Mstep: Class 16 contains 15124 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 123420 members 
Mstep: Class 20 contains 25821 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37498 members 
Mstep: Class 23 contains 9710 members 
Mstep: Class 24 contains 15990 members 
Mstep: Class 25 contains 80243 members 
Mstep: Class 26 contains 25235 members 
Mstep: Class 27 contains 893 members 
Mstep: Class 28 contains 804 members 
Mstep: Class 29 contains 2563 members 
Mstep: Class 30 contains 21840 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 226 members 
Mstep: Class 33 contains 57151 members 
Mstep: Class 34 contains 1328 members 
Mstep: Class 35 contains 450 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 90273 members 
Mstep: Class 38 contains 12830 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10834 members 
Mstep: Class 41 contains 73246 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 197 members 
Mstep: Class 44 contains 53285 members 
Mstep: Class 45 contains 191878 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 44548 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 13884 members 
Mstep: Class 50 contains 94276 members 
Mstep: Class 51 contains 772 members 
Mstep: Class 52 contains 134632 members 
Mstep: Class 53 contains 57952 members 
Mstep: Class 54 contains 26943 members 
Mstep: Class 56 contains 36354 members 
Mstep: Class 57 contains 33355 members 
Mstep: Class 58 contains 27153 members 
Mstep: Class 59 contains 69115 members 
Mstep: Class 61 contains 4799 members 
Mstep: Class 62 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194742272.000000 Penalty: 140005.218750
Iteration 456Q: 61 clusters Score -1.947423e+08 nChanged 15325
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 3508 members 
Mstep: Class 3 contains 37062 members 
Mstep: Class 4 contains 632 members 
Mstep: Class 5 contains 33850 members 
Mstep: Class 6 contains 74478 members 
Mstep: Class 7 contains 8582 members 
Mstep: Class 8 contains 36268 members 
Mstep: Class 9 contains 31895 members 
Mstep: Class 10 contains 16184 members 
Mstep: Class 11 contains 8152 members 
Mstep: Class 12 contains 54892 members 
Mstep: Class 13 contains 4084 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1913 members 
Mstep: Class 16 contains 15003 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 125870 members 
Mstep: Class 20 contains 27195 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37513 members 
Mstep: Class 23 contains 9705 members 
Mstep: Class 24 contains 16025 members 
Mstep: Class 25 contains 80433 members 
Mstep: Class 26 contains 25226 members 
Mstep: Class 27 contains 893 members 
Mstep: Class 28 contains 804 members 
Mstep: Class 29 contains 2563 members 
Mstep: Class 30 contains 20221 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 226 members 
Mstep: Class 33 contains 57099 members 
Mstep: Class 34 contains 1328 members 
Mstep: Class 35 contains 450 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 89720 members 
Mstep: Class 38 contains 12831 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10837 members 
Mstep: Class 41 contains 70699 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 197 members 
Mstep: Class 44 contains 53286 members 
Mstep: Class 45 contains 191889 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 44703 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 12482 members 
Mstep: Class 50 contains 92760 members 
Mstep: Class 51 contains 772 members 
Mstep: Class 52 contains 138242 members 
Mstep: Class 53 contains 59592 members 
Mstep: Class 54 contains 27012 members 
Mstep: Class 56 contains 36548 members 
Mstep: Class 57 contains 33835 members 
Mstep: Class 58 contains 26788 members 
Mstep: Class 59 contains 67529 members 
Mstep: Class 61 contains 4814 members 
Mstep: Class 62 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739744.000000 Penalty: 140005.218750
Iteration 457Q: 61 clusters Score -1.947397e+08 nChanged 14672
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 3508 members 
Mstep: Class 3 contains 36719 members 
Mstep: Class 4 contains 632 members 
Mstep: Class 5 contains 33860 members 
Mstep: Class 6 contains 74482 members 
Mstep: Class 7 contains 8575 members 
Mstep: Class 8 contains 36278 members 
Mstep: Class 9 contains 31899 members 
Mstep: Class 10 contains 16181 members 
Mstep: Class 11 contains 8157 members 
Mstep: Class 12 contains 54833 members 
Mstep: Class 13 contains 4086 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1913 members 
Mstep: Class 16 contains 14788 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 128076 members 
Mstep: Class 20 contains 28606 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37524 members 
Mstep: Class 23 contains 9700 members 
Mstep: Class 24 contains 16058 members 
Mstep: Class 25 contains 80623 members 
Mstep: Class 26 contains 25212 members 
Mstep: Class 27 contains 893 members 
Mstep: Class 28 contains 804 members 
Mstep: Class 29 contains 2563 members 
Mstep: Class 30 contains 18601 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 226 members 
Mstep: Class 33 contains 56984 members 
Mstep: Class 34 contains 1328 members 
Mstep: Class 35 contains 450 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 89071 members 
Mstep: Class 38 contains 12833 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10840 members 
Mstep: Class 41 contains 68123 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 197 members 
Mstep: Class 44 contains 53306 members 
Mstep: Class 45 contains 191892 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 44878 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 11511 members 
Mstep: Class 50 contains 91042 members 
Mstep: Class 51 contains 772 members 
Mstep: Class 52 contains 141418 members 
Mstep: Class 53 contains 61548 members 
Mstep: Class 54 contains 27072 members 
Mstep: Class 56 contains 36753 members 
Mstep: Class 57 contains 34353 members 
Mstep: Class 58 contains 26789 members 
Mstep: Class 59 contains 65772 members 
Mstep: Class 61 contains 4832 members 
Mstep: Class 62 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194735296.000000 Penalty: 140005.218750
Iteration 458Q: 61 clusters Score -1.947353e+08 nChanged 14144
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 3508 members 
Mstep: Class 3 contains 36389 members 
Mstep: Class 4 contains 632 members 
Mstep: Class 5 contains 33863 members 
Mstep: Class 6 contains 74486 members 
Mstep: Class 7 contains 8566 members 
Mstep: Class 8 contains 36285 members 
Mstep: Class 9 contains 31897 members 
Mstep: Class 10 contains 16182 members 
Mstep: Class 11 contains 8170 members 
Mstep: Class 12 contains 54786 members 
Mstep: Class 13 contains 4085 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1913 members 
Mstep: Class 16 contains 14685 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 130517 members 
Mstep: Class 20 contains 29973 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37536 members 
Mstep: Class 23 contains 9694 members 
Mstep: Class 24 contains 16087 members 
Mstep: Class 25 contains 80798 members 
Mstep: Class 26 contains 25203 members 
Mstep: Class 27 contains 893 members 
Mstep: Class 28 contains 804 members 
Mstep: Class 29 contains 2563 members 
Mstep: Class 30 contains 17131 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 226 members 
Mstep: Class 33 contains 56779 members 
Mstep: Class 34 contains 1327 members 
Mstep: Class 35 contains 450 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 88447 members 
Mstep: Class 38 contains 12832 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10841 members 
Mstep: Class 41 contains 66125 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 197 members 
Mstep: Class 44 contains 53362 members 
Mstep: Class 45 contains 191904 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 45007 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 10479 members 
Mstep: Class 50 contains 89364 members 
Mstep: Class 51 contains 772 members 
Mstep: Class 52 contains 143847 members 
Mstep: Class 53 contains 63453 members 
Mstep: Class 54 contains 27142 members 
Mstep: Class 56 contains 36952 members 
Mstep: Class 57 contains 34995 members 
Mstep: Class 58 contains 26862 members 
Mstep: Class 59 contains 63679 members 
Mstep: Class 61 contains 4846 members 
Mstep: Class 62 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194731312.000000 Penalty: 140005.218750
Iteration 459Q: 61 clusters Score -1.947313e+08 nChanged 13719
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 3508 members 
Mstep: Class 3 contains 36093 members 
Mstep: Class 4 contains 632 members 
Mstep: Class 5 contains 33851 members 
Mstep: Class 6 contains 74493 members 
Mstep: Class 7 contains 8557 members 
Mstep: Class 8 contains 36300 members 
Mstep: Class 9 contains 31894 members 
Mstep: Class 10 contains 16179 members 
Mstep: Class 11 contains 8183 members 
Mstep: Class 12 contains 54730 members 
Mstep: Class 13 contains 4085 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1913 members 
Mstep: Class 16 contains 14364 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 132541 members 
Mstep: Class 20 contains 31349 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37568 members 
Mstep: Class 23 contains 9688 members 
Mstep: Class 24 contains 16100 members 
Mstep: Class 25 contains 81007 members 
Mstep: Class 26 contains 25188 members 
Mstep: Class 27 contains 893 members 
Mstep: Class 28 contains 804 members 
Mstep: Class 29 contains 2563 members 
Mstep: Class 30 contains 15922 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 226 members 
Mstep: Class 33 contains 56603 members 
Mstep: Class 34 contains 1328 members 
Mstep: Class 35 contains 450 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 87649 members 
Mstep: Class 38 contains 12832 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10844 members 
Mstep: Class 41 contains 64170 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 197 members 
Mstep: Class 44 contains 53369 members 
Mstep: Class 45 contains 191911 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 45172 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 9809 members 
Mstep: Class 50 contains 87635 members 
Mstep: Class 51 contains 772 members 
Mstep: Class 52 contains 145526 members 
Mstep: Class 53 contains 65503 members 
Mstep: Class 54 contains 27226 members 
Mstep: Class 56 contains 37179 members 
Mstep: Class 57 contains 35635 members 
Mstep: Class 58 contains 27186 members 
Mstep: Class 59 contains 62008 members 
Mstep: Class 61 contains 4858 members 
Mstep: Class 62 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194730320.000000 Penalty: 140005.218750
Iteration 460F: 61 clusters Score -1.947303e+08 nChanged 15683
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 3508 members 
Mstep: Class 3 contains 35738 members 
Mstep: Class 4 contains 632 members 
Mstep: Class 5 contains 33838 members 
Mstep: Class 6 contains 74495 members 
Mstep: Class 7 contains 8548 members 
Mstep: Class 8 contains 36297 members 
Mstep: Class 9 contains 31891 members 
Mstep: Class 10 contains 16179 members 
Mstep: Class 11 contains 8194 members 
Mstep: Class 12 contains 54693 members 
Mstep: Class 13 contains 4084 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1913 members 
Mstep: Class 16 contains 14115 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 134646 members 
Mstep: Class 20 contains 32304 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37585 members 
Mstep: Class 23 contains 9679 members 
Mstep: Class 24 contains 16112 members 
Mstep: Class 25 contains 81172 members 
Mstep: Class 26 contains 25184 members 
Mstep: Class 27 contains 893 members 
Mstep: Class 28 contains 805 members 
Mstep: Class 29 contains 2563 members 
Mstep: Class 30 contains 15239 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 227 members 
Mstep: Class 33 contains 56460 members 
Mstep: Class 34 contains 1327 members 
Mstep: Class 35 contains 450 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 86329 members 
Mstep: Class 38 contains 12832 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10848 members 
Mstep: Class 41 contains 61078 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 53343 members 
Mstep: Class 45 contains 191911 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 45317 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 9223 members 
Mstep: Class 50 contains 85949 members 
Mstep: Class 51 contains 772 members 
Mstep: Class 52 contains 148334 members 
Mstep: Class 53 contains 67926 members 
Mstep: Class 54 contains 27339 members 
Mstep: Class 56 contains 37401 members 
Mstep: Class 57 contains 36344 members 
Mstep: Class 58 contains 27515 members 
Mstep: Class 59 contains 60155 members 
Mstep: Class 61 contains 4869 members 
Mstep: Class 62 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728688.000000 Penalty: 140005.218750
Iteration 461Q: 61 clusters Score -1.947287e+08 nChanged 15192
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 3508 members 
Mstep: Class 3 contains 35514 members 
Mstep: Class 4 contains 632 members 
Mstep: Class 5 contains 33821 members 
Mstep: Class 6 contains 74498 members 
Mstep: Class 7 contains 8538 members 
Mstep: Class 8 contains 36295 members 
Mstep: Class 9 contains 31885 members 
Mstep: Class 10 contains 16182 members 
Mstep: Class 11 contains 8196 members 
Mstep: Class 12 contains 54655 members 
Mstep: Class 13 contains 4083 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1913 members 
Mstep: Class 16 contains 14022 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 136220 members 
Mstep: Class 20 contains 33492 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37603 members 
Mstep: Class 23 contains 9664 members 
Mstep: Class 24 contains 16131 members 
Mstep: Class 25 contains 81337 members 
Mstep: Class 26 contains 25188 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 805 members 
Mstep: Class 29 contains 2563 members 
Mstep: Class 30 contains 14269 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 228 members 
Mstep: Class 33 contains 56178 members 
Mstep: Class 34 contains 1328 members 
Mstep: Class 35 contains 450 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 84896 members 
Mstep: Class 38 contains 12833 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10849 members 
Mstep: Class 41 contains 58515 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 195 members 
Mstep: Class 44 contains 53320 members 
Mstep: Class 45 contains 191919 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 45383 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 8646 members 
Mstep: Class 50 contains 84199 members 
Mstep: Class 51 contains 772 members 
Mstep: Class 52 contains 150290 members 
Mstep: Class 53 contains 70532 members 
Mstep: Class 54 contains 27441 members 
Mstep: Class 56 contains 37652 members 
Mstep: Class 57 contains 37217 members 
Mstep: Class 58 contains 27829 members 
Mstep: Class 59 contains 58954 members 
Mstep: Class 61 contains 4877 members 
Mstep: Class 62 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194724736.000000 Penalty: 140005.218750
Iteration 462Q: 61 clusters Score -1.947247e+08 nChanged 15982
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 3508 members 
Mstep: Class 3 contains 35306 members 
Mstep: Class 4 contains 632 members 
Mstep: Class 5 contains 33827 members 
Mstep: Class 6 contains 74498 members 
Mstep: Class 7 contains 8524 members 
Mstep: Class 8 contains 36289 members 
Mstep: Class 9 contains 31888 members 
Mstep: Class 10 contains 16183 members 
Mstep: Class 11 contains 8199 members 
Mstep: Class 12 contains 54648 members 
Mstep: Class 13 contains 4080 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1913 members 
Mstep: Class 16 contains 13802 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 137821 members 
Mstep: Class 20 contains 34654 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37641 members 
Mstep: Class 23 contains 9656 members 
Mstep: Class 24 contains 16107 members 
Mstep: Class 25 contains 81447 members 
Mstep: Class 26 contains 25184 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 805 members 
Mstep: Class 29 contains 2563 members 
Mstep: Class 30 contains 13637 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 230 members 
Mstep: Class 33 contains 55902 members 
Mstep: Class 34 contains 1328 members 
Mstep: Class 35 contains 450 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 82894 members 
Mstep: Class 38 contains 12836 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10850 members 
Mstep: Class 41 contains 56013 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 193 members 
Mstep: Class 44 contains 53334 members 
Mstep: Class 45 contains 191918 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 45485 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 8171 members 
Mstep: Class 50 contains 82569 members 
Mstep: Class 51 contains 772 members 
Mstep: Class 52 contains 151793 members 
Mstep: Class 53 contains 73504 members 
Mstep: Class 54 contains 27547 members 
Mstep: Class 56 contains 37861 members 
Mstep: Class 57 contains 38259 members 
Mstep: Class 58 contains 28132 members 
Mstep: Class 59 contains 57724 members 
Mstep: Class 61 contains 4879 members 
Mstep: Class 62 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194722688.000000 Penalty: 140005.218750
Iteration 463Q: 61 clusters Score -1.947227e+08 nChanged 16423
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 3508 members 
Mstep: Class 3 contains 35080 members 
Mstep: Class 4 contains 632 members 
Mstep: Class 5 contains 33832 members 
Mstep: Class 6 contains 74494 members 
Mstep: Class 7 contains 8509 members 
Mstep: Class 8 contains 36273 members 
Mstep: Class 9 contains 31891 members 
Mstep: Class 10 contains 16181 members 
Mstep: Class 11 contains 8199 members 
Mstep: Class 12 contains 54637 members 
Mstep: Class 13 contains 4078 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1913 members 
Mstep: Class 16 contains 13553 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 139072 members 
Mstep: Class 20 contains 35660 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37671 members 
Mstep: Class 23 contains 9651 members 
Mstep: Class 24 contains 16000 members 
Mstep: Class 25 contains 81532 members 
Mstep: Class 26 contains 25182 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 805 members 
Mstep: Class 29 contains 2563 members 
Mstep: Class 30 contains 13046 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 231 members 
Mstep: Class 33 contains 55654 members 
Mstep: Class 34 contains 1328 members 
Mstep: Class 35 contains 450 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 80041 members 
Mstep: Class 38 contains 12835 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10859 members 
Mstep: Class 41 contains 54025 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 191 members 
Mstep: Class 44 contains 53343 members 
Mstep: Class 45 contains 191932 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 45663 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 7934 members 
Mstep: Class 50 contains 81431 members 
Mstep: Class 51 contains 772 members 
Mstep: Class 52 contains 152682 members 
Mstep: Class 53 contains 76868 members 
Mstep: Class 54 contains 27658 members 
Mstep: Class 56 contains 38041 members 
Mstep: Class 57 contains 39286 members 
Mstep: Class 58 contains 28405 members 
Mstep: Class 59 contains 56901 members 
Mstep: Class 61 contains 4883 members 
Mstep: Class 62 contains 186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720592.000000 Penalty: 140005.218750
Iteration 464Q: 61 clusters Score -1.947206e+08 nChanged 16878
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 34899 members 
Mstep: Class 4 contains 632 members 
Mstep: Class 5 contains 33865 members 
Mstep: Class 6 contains 74493 members 
Mstep: Class 7 contains 8483 members 
Mstep: Class 8 contains 36268 members 
Mstep: Class 9 contains 31892 members 
Mstep: Class 10 contains 16177 members 
Mstep: Class 11 contains 8204 members 
Mstep: Class 12 contains 54610 members 
Mstep: Class 13 contains 4078 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1913 members 
Mstep: Class 16 contains 13374 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 140176 members 
Mstep: Class 20 contains 36693 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37720 members 
Mstep: Class 23 contains 9649 members 
Mstep: Class 24 contains 15845 members 
Mstep: Class 25 contains 81643 members 
Mstep: Class 26 contains 25188 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 805 members 
Mstep: Class 29 contains 2563 members 
Mstep: Class 30 contains 12469 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 230 members 
Mstep: Class 33 contains 55464 members 
Mstep: Class 34 contains 1330 members 
Mstep: Class 35 contains 450 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 76860 members 
Mstep: Class 38 contains 12834 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10867 members 
Mstep: Class 41 contains 52378 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 191 members 
Mstep: Class 44 contains 53352 members 
Mstep: Class 45 contains 191934 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 45737 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 7677 members 
Mstep: Class 50 contains 80209 members 
Mstep: Class 51 contains 772 members 
Mstep: Class 52 contains 153145 members 
Mstep: Class 53 contains 80604 members 
Mstep: Class 54 contains 27776 members 
Mstep: Class 56 contains 38188 members 
Mstep: Class 57 contains 40419 members 
Mstep: Class 58 contains 28700 members 
Mstep: Class 59 contains 56152 members 
Mstep: Class 61 contains 4894 members 
Mstep: Class 62 contains 187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194719328.000000 Penalty: 140005.218750
Iteration 465Q: 61 clusters Score -1.947193e+08 nChanged 16039
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 34790 members 
Mstep: Class 4 contains 632 members 
Mstep: Class 5 contains 33904 members 
Mstep: Class 6 contains 74484 members 
Mstep: Class 7 contains 8464 members 
Mstep: Class 8 contains 36263 members 
Mstep: Class 9 contains 31895 members 
Mstep: Class 10 contains 16173 members 
Mstep: Class 11 contains 8212 members 
Mstep: Class 12 contains 54565 members 
Mstep: Class 13 contains 4077 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1913 members 
Mstep: Class 16 contains 13113 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 141407 members 
Mstep: Class 20 contains 37127 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37777 members 
Mstep: Class 23 contains 9649 members 
Mstep: Class 24 contains 15674 members 
Mstep: Class 25 contains 81792 members 
Mstep: Class 26 contains 25183 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 805 members 
Mstep: Class 29 contains 2563 members 
Mstep: Class 30 contains 12051 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 229 members 
Mstep: Class 33 contains 55190 members 
Mstep: Class 34 contains 1331 members 
Mstep: Class 35 contains 449 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 73921 members 
Mstep: Class 38 contains 12834 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10879 members 
Mstep: Class 41 contains 50873 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 191 members 
Mstep: Class 44 contains 53341 members 
Mstep: Class 45 contains 191937 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 45805 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 7337 members 
Mstep: Class 50 contains 78705 members 
Mstep: Class 51 contains 772 members 
Mstep: Class 52 contains 154028 members 
Mstep: Class 53 contains 84328 members 
Mstep: Class 54 contains 27880 members 
Mstep: Class 56 contains 38409 members 
Mstep: Class 57 contains 41708 members 
Mstep: Class 58 contains 28958 members 
Mstep: Class 59 contains 55221 members 
Mstep: Class 61 contains 4904 members 
Mstep: Class 62 contains 189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194718928.000000 Penalty: 140005.218750
Iteration 466Q: 61 clusters Score -1.947189e+08 nChanged 12983
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 34608 members 
Mstep: Class 4 contains 632 members 
Mstep: Class 5 contains 33933 members 
Mstep: Class 6 contains 74482 members 
Mstep: Class 7 contains 8450 members 
Mstep: Class 8 contains 36260 members 
Mstep: Class 9 contains 31900 members 
Mstep: Class 10 contains 16171 members 
Mstep: Class 11 contains 8222 members 
Mstep: Class 12 contains 54524 members 
Mstep: Class 13 contains 4080 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1913 members 
Mstep: Class 16 contains 12834 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 142339 members 
Mstep: Class 20 contains 37810 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37817 members 
Mstep: Class 23 contains 9642 members 
Mstep: Class 24 contains 15547 members 
Mstep: Class 25 contains 81947 members 
Mstep: Class 26 contains 25178 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 805 members 
Mstep: Class 29 contains 2563 members 
Mstep: Class 30 contains 11408 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 228 members 
Mstep: Class 33 contains 55069 members 
Mstep: Class 34 contains 1331 members 
Mstep: Class 35 contains 448 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 71123 members 
Mstep: Class 38 contains 12833 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10888 members 
Mstep: Class 41 contains 49622 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 191 members 
Mstep: Class 44 contains 53339 members 
Mstep: Class 45 contains 191946 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 45941 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 7279 members 
Mstep: Class 50 contains 78485 members 
Mstep: Class 51 contains 772 members 
Mstep: Class 52 contains 154423 members 
Mstep: Class 53 contains 86999 members 
Mstep: Class 54 contains 27993 members 
Mstep: Class 56 contains 38530 members 
Mstep: Class 57 contains 42419 members 
Mstep: Class 58 contains 29170 members 
Mstep: Class 59 contains 54680 members 
Mstep: Class 61 contains 4911 members 
Mstep: Class 62 contains 191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194718064.000000 Penalty: 140005.218750
Iteration 467Q: 61 clusters Score -1.947181e+08 nChanged 11652
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 34450 members 
Mstep: Class 4 contains 632 members 
Mstep: Class 5 contains 33942 members 
Mstep: Class 6 contains 74482 members 
Mstep: Class 7 contains 8428 members 
Mstep: Class 8 contains 36253 members 
Mstep: Class 9 contains 31903 members 
Mstep: Class 10 contains 16169 members 
Mstep: Class 11 contains 8231 members 
Mstep: Class 12 contains 54478 members 
Mstep: Class 13 contains 4080 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 12444 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 143180 members 
Mstep: Class 20 contains 38570 members 
Mstep: Class 21 contains 552 members 
Mstep: Class 22 contains 37854 members 
Mstep: Class 23 contains 9634 members 
Mstep: Class 24 contains 15425 members 
Mstep: Class 25 contains 82136 members 
Mstep: Class 26 contains 25174 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 806 members 
Mstep: Class 29 contains 2563 members 
Mstep: Class 30 contains 10654 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 225 members 
Mstep: Class 33 contains 54918 members 
Mstep: Class 34 contains 1331 members 
Mstep: Class 35 contains 448 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 68399 members 
Mstep: Class 38 contains 12833 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10900 members 
Mstep: Class 41 contains 48473 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 191 members 
Mstep: Class 44 contains 53315 members 
Mstep: Class 45 contains 191944 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 46072 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 7290 members 
Mstep: Class 50 contains 79136 members 
Mstep: Class 51 contains 772 members 
Mstep: Class 52 contains 154716 members 
Mstep: Class 53 contains 88931 members 
Mstep: Class 54 contains 28126 members 
Mstep: Class 56 contains 38667 members 
Mstep: Class 57 contains 42906 members 
Mstep: Class 58 contains 29496 members 
Mstep: Class 59 contains 54224 members 
Mstep: Class 61 contains 4912 members 
Mstep: Class 62 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716528.000000 Penalty: 140005.218750
Iteration 468Q: 61 clusters Score -1.947165e+08 nChanged 10935
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 34335 members 
Mstep: Class 4 contains 632 members 
Mstep: Class 5 contains 33970 members 
Mstep: Class 6 contains 74482 members 
Mstep: Class 7 contains 8406 members 
Mstep: Class 8 contains 36256 members 
Mstep: Class 9 contains 31902 members 
Mstep: Class 10 contains 16167 members 
Mstep: Class 11 contains 8257 members 
Mstep: Class 12 contains 54437 members 
Mstep: Class 13 contains 4081 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 12052 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 144151 members 
Mstep: Class 20 contains 39401 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37918 members 
Mstep: Class 23 contains 9627 members 
Mstep: Class 24 contains 15284 members 
Mstep: Class 25 contains 82286 members 
Mstep: Class 26 contains 25181 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 806 members 
Mstep: Class 29 contains 2563 members 
Mstep: Class 30 contains 10047 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 224 members 
Mstep: Class 33 contains 54748 members 
Mstep: Class 34 contains 1331 members 
Mstep: Class 35 contains 448 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 65894 members 
Mstep: Class 38 contains 12833 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10902 members 
Mstep: Class 41 contains 47527 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 191 members 
Mstep: Class 44 contains 53328 members 
Mstep: Class 45 contains 191950 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 46208 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 7089 members 
Mstep: Class 50 contains 79785 members 
Mstep: Class 51 contains 772 members 
Mstep: Class 52 contains 154844 members 
Mstep: Class 53 contains 90753 members 
Mstep: Class 54 contains 28246 members 
Mstep: Class 56 contains 38758 members 
Mstep: Class 57 contains 43291 members 
Mstep: Class 58 contains 29790 members 
Mstep: Class 59 contains 53581 members 
Mstep: Class 61 contains 4913 members 
Mstep: Class 62 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716464.000000 Penalty: 140005.218750
Iteration 469Q: 61 clusters Score -1.947165e+08 nChanged 9927
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 34317 members 
Mstep: Class 4 contains 632 members 
Mstep: Class 5 contains 33973 members 
Mstep: Class 6 contains 74487 members 
Mstep: Class 7 contains 8382 members 
Mstep: Class 8 contains 36253 members 
Mstep: Class 9 contains 31904 members 
Mstep: Class 10 contains 16165 members 
Mstep: Class 11 contains 8270 members 
Mstep: Class 12 contains 54421 members 
Mstep: Class 13 contains 4082 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 11863 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 144766 members 
Mstep: Class 20 contains 40258 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37975 members 
Mstep: Class 23 contains 9625 members 
Mstep: Class 24 contains 15160 members 
Mstep: Class 25 contains 82422 members 
Mstep: Class 26 contains 25169 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 806 members 
Mstep: Class 29 contains 2562 members 
Mstep: Class 30 contains 9727 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 224 members 
Mstep: Class 33 contains 54480 members 
Mstep: Class 34 contains 1331 members 
Mstep: Class 35 contains 448 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 63428 members 
Mstep: Class 38 contains 12831 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10918 members 
Mstep: Class 41 contains 46720 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 190 members 
Mstep: Class 44 contains 53337 members 
Mstep: Class 45 contains 191964 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 46056 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 7196 members 
Mstep: Class 50 contains 80698 members 
Mstep: Class 51 contains 772 members 
Mstep: Class 52 contains 154646 members 
Mstep: Class 53 contains 92392 members 
Mstep: Class 54 contains 28359 members 
Mstep: Class 56 contains 38892 members 
Mstep: Class 57 contains 43390 members 
Mstep: Class 58 contains 30321 members 
Mstep: Class 59 contains 52848 members 
Mstep: Class 61 contains 4914 members 
Mstep: Class 62 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716800.000000 Penalty: 140005.218750
Iteration 470Q: 61 clusters Score -1.947168e+08 nChanged 9747
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 34298 members 
Mstep: Class 4 contains 632 members 
Mstep: Class 5 contains 34008 members 
Mstep: Class 6 contains 74492 members 
Mstep: Class 7 contains 8361 members 
Mstep: Class 8 contains 36250 members 
Mstep: Class 9 contains 31908 members 
Mstep: Class 10 contains 16164 members 
Mstep: Class 11 contains 8282 members 
Mstep: Class 12 contains 54409 members 
Mstep: Class 13 contains 4081 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 11588 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 145225 members 
Mstep: Class 20 contains 41330 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 38020 members 
Mstep: Class 23 contains 9625 members 
Mstep: Class 24 contains 15028 members 
Mstep: Class 25 contains 82554 members 
Mstep: Class 26 contains 25151 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 806 members 
Mstep: Class 29 contains 2562 members 
Mstep: Class 30 contains 9417 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 224 members 
Mstep: Class 33 contains 54218 members 
Mstep: Class 34 contains 1331 members 
Mstep: Class 35 contains 448 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 60917 members 
Mstep: Class 38 contains 12829 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10932 members 
Mstep: Class 41 contains 45963 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 188 members 
Mstep: Class 44 contains 53377 members 
Mstep: Class 45 contains 191964 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 46004 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 7170 members 
Mstep: Class 50 contains 81760 members 
Mstep: Class 51 contains 772 members 
Mstep: Class 52 contains 154310 members 
Mstep: Class 53 contains 94081 members 
Mstep: Class 54 contains 28450 members 
Mstep: Class 56 contains 39011 members 
Mstep: Class 57 contains 43439 members 
Mstep: Class 58 contains 30821 members 
Mstep: Class 59 contains 52200 members 
Mstep: Class 61 contains 4915 members 
Mstep: Class 62 contains 198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716464.000000 Penalty: 140005.218750
Iteration 471Q: 61 clusters Score -1.947165e+08 nChanged 9311
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 34171 members 
Mstep: Class 4 contains 632 members 
Mstep: Class 5 contains 34015 members 
Mstep: Class 6 contains 74497 members 
Mstep: Class 7 contains 8349 members 
Mstep: Class 8 contains 36250 members 
Mstep: Class 9 contains 31912 members 
Mstep: Class 10 contains 16162 members 
Mstep: Class 11 contains 8305 members 
Mstep: Class 12 contains 54391 members 
Mstep: Class 13 contains 4081 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 11584 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 145555 members 
Mstep: Class 20 contains 42594 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 38076 members 
Mstep: Class 23 contains 9626 members 
Mstep: Class 24 contains 14846 members 
Mstep: Class 25 contains 82643 members 
Mstep: Class 26 contains 25136 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 806 members 
Mstep: Class 29 contains 2561 members 
Mstep: Class 30 contains 8941 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 224 members 
Mstep: Class 33 contains 53995 members 
Mstep: Class 34 contains 1331 members 
Mstep: Class 35 contains 448 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 58461 members 
Mstep: Class 38 contains 12830 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10943 members 
Mstep: Class 41 contains 45331 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 188 members 
Mstep: Class 44 contains 53471 members 
Mstep: Class 45 contains 191962 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 45809 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 7269 members 
Mstep: Class 50 contains 83176 members 
Mstep: Class 51 contains 772 members 
Mstep: Class 52 contains 153801 members 
Mstep: Class 53 contains 95467 members 
Mstep: Class 54 contains 28531 members 
Mstep: Class 56 contains 39119 members 
Mstep: Class 57 contains 43350 members 
Mstep: Class 58 contains 31166 members 
Mstep: Class 59 contains 51758 members 
Mstep: Class 61 contains 4917 members 
Mstep: Class 62 contains 198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716912.000000 Penalty: 140005.218750
Iteration 472Q: 61 clusters Score -1.947169e+08 nChanged 8484
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 33990 members 
Mstep: Class 4 contains 632 members 
Mstep: Class 5 contains 34010 members 
Mstep: Class 6 contains 74505 members 
Mstep: Class 7 contains 8332 members 
Mstep: Class 8 contains 36250 members 
Mstep: Class 9 contains 31913 members 
Mstep: Class 10 contains 16159 members 
Mstep: Class 11 contains 8330 members 
Mstep: Class 12 contains 54367 members 
Mstep: Class 13 contains 4082 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1911 members 
Mstep: Class 16 contains 11388 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 145761 members 
Mstep: Class 20 contains 44107 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 38129 members 
Mstep: Class 23 contains 9623 members 
Mstep: Class 24 contains 14690 members 
Mstep: Class 25 contains 82738 members 
Mstep: Class 26 contains 25122 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 806 members 
Mstep: Class 29 contains 2561 members 
Mstep: Class 30 contains 8710 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 224 members 
Mstep: Class 33 contains 53794 members 
Mstep: Class 34 contains 1331 members 
Mstep: Class 35 contains 448 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 56601 members 
Mstep: Class 38 contains 12830 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10954 members 
Mstep: Class 41 contains 45097 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 188 members 
Mstep: Class 44 contains 53589 members 
Mstep: Class 45 contains 191967 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 45750 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 6979 members 
Mstep: Class 50 contains 84484 members 
Mstep: Class 51 contains 772 members 
Mstep: Class 52 contains 152755 members 
Mstep: Class 53 contains 96507 members 
Mstep: Class 54 contains 28620 members 
Mstep: Class 56 contains 39156 members 
Mstep: Class 57 contains 43308 members 
Mstep: Class 58 contains 31734 members 
Mstep: Class 59 contains 51194 members 
Mstep: Class 61 contains 4918 members 
Mstep: Class 62 contains 198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194718384.000000 Penalty: 140005.218750
Iteration 473Q: 61 clusters Score -1.947184e+08 nChanged 7641
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 33724 members 
Mstep: Class 4 contains 632 members 
Mstep: Class 5 contains 34007 members 
Mstep: Class 6 contains 74517 members 
Mstep: Class 7 contains 8313 members 
Mstep: Class 8 contains 36249 members 
Mstep: Class 9 contains 31918 members 
Mstep: Class 10 contains 16157 members 
Mstep: Class 11 contains 8342 members 
Mstep: Class 12 contains 54325 members 
Mstep: Class 13 contains 4082 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 11046 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 145790 members 
Mstep: Class 20 contains 45700 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 38174 members 
Mstep: Class 23 contains 9621 members 
Mstep: Class 24 contains 14557 members 
Mstep: Class 25 contains 82816 members 
Mstep: Class 26 contains 25104 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 806 members 
Mstep: Class 29 contains 2560 members 
Mstep: Class 30 contains 8658 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 224 members 
Mstep: Class 33 contains 53616 members 
Mstep: Class 34 contains 1333 members 
Mstep: Class 35 contains 448 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 55103 members 
Mstep: Class 38 contains 12831 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10961 members 
Mstep: Class 41 contains 44681 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 188 members 
Mstep: Class 44 contains 53628 members 
Mstep: Class 45 contains 191965 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 45940 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 7057 members 
Mstep: Class 50 contains 85804 members 
Mstep: Class 51 contains 772 members 
Mstep: Class 52 contains 151634 members 
Mstep: Class 53 contains 97277 members 
Mstep: Class 54 contains 28741 members 
Mstep: Class 56 contains 39226 members 
Mstep: Class 57 contains 42909 members 
Mstep: Class 58 contains 32306 members 
Mstep: Class 59 contains 50695 members 
Mstep: Class 61 contains 4919 members 
Mstep: Class 62 contains 198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194719392.000000 Penalty: 140005.218750
Iteration 474Q: 61 clusters Score -1.947194e+08 nChanged 7506
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 33601 members 
Mstep: Class 4 contains 632 members 
Mstep: Class 5 contains 34008 members 
Mstep: Class 6 contains 74522 members 
Mstep: Class 7 contains 8296 members 
Mstep: Class 8 contains 36242 members 
Mstep: Class 9 contains 31926 members 
Mstep: Class 10 contains 16157 members 
Mstep: Class 11 contains 8355 members 
Mstep: Class 12 contains 54266 members 
Mstep: Class 13 contains 4084 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 10718 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 145707 members 
Mstep: Class 20 contains 48109 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 38214 members 
Mstep: Class 23 contains 9623 members 
Mstep: Class 24 contains 14425 members 
Mstep: Class 25 contains 82864 members 
Mstep: Class 26 contains 25081 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 806 members 
Mstep: Class 29 contains 2561 members 
Mstep: Class 30 contains 8484 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 224 members 
Mstep: Class 33 contains 53374 members 
Mstep: Class 34 contains 1334 members 
Mstep: Class 35 contains 448 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 53969 members 
Mstep: Class 38 contains 12833 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10967 members 
Mstep: Class 41 contains 44320 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 188 members 
Mstep: Class 44 contains 53666 members 
Mstep: Class 45 contains 191963 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 46101 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 7109 members 
Mstep: Class 50 contains 86982 members 
Mstep: Class 51 contains 772 members 
Mstep: Class 52 contains 149762 members 
Mstep: Class 53 contains 97803 members 
Mstep: Class 54 contains 28847 members 
Mstep: Class 56 contains 39317 members 
Mstep: Class 57 contains 42565 members 
Mstep: Class 58 contains 32820 members 
Mstep: Class 59 contains 50352 members 
Mstep: Class 61 contains 4923 members 
Mstep: Class 62 contains 198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720704.000000 Penalty: 140005.218750
Iteration 475Q: 61 clusters Score -1.947207e+08 nChanged 7901
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 33524 members 
Mstep: Class 4 contains 632 members 
Mstep: Class 5 contains 34010 members 
Mstep: Class 6 contains 74533 members 
Mstep: Class 7 contains 8275 members 
Mstep: Class 8 contains 36237 members 
Mstep: Class 9 contains 31930 members 
Mstep: Class 10 contains 16154 members 
Mstep: Class 11 contains 8364 members 
Mstep: Class 12 contains 54187 members 
Mstep: Class 13 contains 4084 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 10452 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 145681 members 
Mstep: Class 20 contains 51118 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 38242 members 
Mstep: Class 23 contains 9620 members 
Mstep: Class 24 contains 14315 members 
Mstep: Class 25 contains 82849 members 
Mstep: Class 26 contains 25063 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 806 members 
Mstep: Class 29 contains 2561 members 
Mstep: Class 30 contains 8003 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 224 members 
Mstep: Class 33 contains 53162 members 
Mstep: Class 34 contains 1334 members 
Mstep: Class 35 contains 448 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 52986 members 
Mstep: Class 38 contains 12831 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10979 members 
Mstep: Class 41 contains 44240 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 188 members 
Mstep: Class 44 contains 53695 members 
Mstep: Class 45 contains 191973 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 46172 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 6780 members 
Mstep: Class 50 contains 88214 members 
Mstep: Class 51 contains 772 members 
Mstep: Class 52 contains 147321 members 
Mstep: Class 53 contains 98137 members 
Mstep: Class 54 contains 28962 members 
Mstep: Class 56 contains 39365 members 
Mstep: Class 57 contains 42471 members 
Mstep: Class 58 contains 33349 members 
Mstep: Class 59 contains 50124 members 
Mstep: Class 61 contains 4926 members 
Mstep: Class 62 contains 198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194722912.000000 Penalty: 140005.218750
Iteration 476Q: 61 clusters Score -1.947229e+08 nChanged 7428
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 33670 members 
Mstep: Class 4 contains 632 members 
Mstep: Class 5 contains 33992 members 
Mstep: Class 6 contains 74543 members 
Mstep: Class 7 contains 8248 members 
Mstep: Class 8 contains 36232 members 
Mstep: Class 9 contains 31931 members 
Mstep: Class 10 contains 16154 members 
Mstep: Class 11 contains 8350 members 
Mstep: Class 12 contains 54069 members 
Mstep: Class 13 contains 4084 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 10370 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 145705 members 
Mstep: Class 20 contains 53699 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 38268 members 
Mstep: Class 23 contains 9626 members 
Mstep: Class 24 contains 14219 members 
Mstep: Class 25 contains 82811 members 
Mstep: Class 26 contains 25043 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 806 members 
Mstep: Class 29 contains 2561 members 
Mstep: Class 30 contains 8279 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 224 members 
Mstep: Class 33 contains 52813 members 
Mstep: Class 34 contains 1336 members 
Mstep: Class 35 contains 448 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 52165 members 
Mstep: Class 38 contains 12829 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10986 members 
Mstep: Class 41 contains 44106 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 188 members 
Mstep: Class 44 contains 53738 members 
Mstep: Class 45 contains 191984 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 46036 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 6733 members 
Mstep: Class 50 contains 89273 members 
Mstep: Class 51 contains 772 members 
Mstep: Class 52 contains 144987 members 
Mstep: Class 53 contains 98514 members 
Mstep: Class 54 contains 29068 members 
Mstep: Class 56 contains 39437 members 
Mstep: Class 57 contains 42148 members 
Mstep: Class 58 contains 33739 members 
Mstep: Class 59 contains 49498 members 
Mstep: Class 61 contains 4933 members 
Mstep: Class 62 contains 198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194724128.000000 Penalty: 140005.218750
Iteration 477Q: 61 clusters Score -1.947241e+08 nChanged 6202
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 33781 members 
Mstep: Class 4 contains 632 members 
Mstep: Class 5 contains 33993 members 
Mstep: Class 6 contains 74545 members 
Mstep: Class 7 contains 8210 members 
Mstep: Class 8 contains 36238 members 
Mstep: Class 9 contains 31933 members 
Mstep: Class 10 contains 16156 members 
Mstep: Class 11 contains 8355 members 
Mstep: Class 12 contains 53954 members 
Mstep: Class 13 contains 4085 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 10039 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 145843 members 
Mstep: Class 20 contains 55050 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 38316 members 
Mstep: Class 23 contains 9626 members 
Mstep: Class 24 contains 14138 members 
Mstep: Class 25 contains 82754 members 
Mstep: Class 26 contains 25026 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 806 members 
Mstep: Class 29 contains 2562 members 
Mstep: Class 30 contains 8570 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 224 members 
Mstep: Class 33 contains 52526 members 
Mstep: Class 34 contains 1336 members 
Mstep: Class 35 contains 448 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 51631 members 
Mstep: Class 38 contains 12830 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 10997 members 
Mstep: Class 41 contains 43979 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 188 members 
Mstep: Class 44 contains 53787 members 
Mstep: Class 45 contains 191986 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 45990 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 6781 members 
Mstep: Class 50 contains 90253 members 
Mstep: Class 51 contains 772 members 
Mstep: Class 52 contains 143796 members 
Mstep: Class 53 contains 98756 members 
Mstep: Class 54 contains 29164 members 
Mstep: Class 56 contains 39464 members 
Mstep: Class 57 contains 41626 members 
Mstep: Class 58 contains 34265 members 
Mstep: Class 59 contains 48859 members 
Mstep: Class 61 contains 4944 members 
Mstep: Class 62 contains 198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194725200.000000 Penalty: 140005.218750
Iteration 478Q: 61 clusters Score -1.947252e+08 nChanged 4869
Entering ConstructFrom: 
Score: -194725200.000000 Penalty: 140005.218750
Entering ConstructFrom: 
Trying to split cluster 1 (12733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Entering Unmasked Estep 
Score: -1454432.625000 Penalty: 1535.942139
	Iteration 0F: 2 clusters Score -1454433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1445526.625000 Penalty: 3071.884277
	Iteration 0F: 3 clusters Score -1445527 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1448576.750000 Penalty: 3071.884277
	Iteration 1F: 3 clusters Score -1448577 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1449007.625000 Penalty: 3071.884277
	Iteration 2F: 3 clusters Score -1449008 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1449434.125000 Penalty: 3071.884277
	Iteration 3F: 3 clusters Score -1449434 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1449824.500000 Penalty: 3071.884277
	Iteration 4F: 3 clusters Score -1449824 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1450250.000000 Penalty: 3071.884277
	Iteration 5F: 3 clusters Score -1450250 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1450801.250000 Penalty: 3071.884277
	Iteration 6F: 3 clusters Score -1450801 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1451434.875000 Penalty: 3071.884277
	Iteration 7F: 3 clusters Score -1451435 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1452169.000000 Penalty: 3071.884277
	Iteration 8F: 3 clusters Score -1452169 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1452860.125000 Penalty: 3071.884277
	Iteration 9F: 3 clusters Score -1452860 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1453354.250000 Penalty: 3071.884277
	Iteration 10Q: 3 clusters Score -1453354 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1453550.375000 Penalty: 3071.884277
	Iteration 11Q: 3 clusters Score -1453550 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1453624.375000 Penalty: 3071.884277
	Iteration 12Q: 3 clusters Score -1453624 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1453664.375000 Penalty: 3071.884277
	Iteration 13Q: 3 clusters Score -1453664 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1453691.500000 Penalty: 3071.884277
	Iteration 14Q: 3 clusters Score -1453692 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1453708.875000 Penalty: 3071.884277
	Iteration 15Q: 3 clusters Score -1453709 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1453722.500000 Penalty: 3071.884277
	Iteration 16Q: 3 clusters Score -1453722 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1453733.000000 Penalty: 3071.884277
	Iteration 17Q: 3 clusters Score -1453733 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1453739.750000 Penalty: 3071.884277
	Iteration 18Q: 3 clusters Score -1453740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1453741.000000 Penalty: 3071.884277
	Iteration 19Q: 3 clusters Score -1453741 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1453740.750000 Penalty: 3071.884277
	Iteration 20F: 3 clusters Score -1453741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1453743.250000 Penalty: 3071.884277
	Iteration 21Q: 3 clusters Score -1453743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1453745.500000 Penalty: 3071.884277
	Iteration 22Q: 3 clusters Score -1453746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1453746.375000 Penalty: 3071.884277
	Iteration 23Q: 3 clusters Score -1453746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1453752.250000 Penalty: 3071.884277
	Iteration 24Q: 3 clusters Score -1453752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1453752.125000 Penalty: 3071.884277
	Iteration 25Q: 3 clusters Score -1453752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1453753.250000 Penalty: 3071.884277
	Iteration 26Q: 3 clusters Score -1453753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1453755.000000 Penalty: 3071.884277
	Iteration 27Q: 3 clusters Score -1453755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1453753.125000 Penalty: 3071.884277
	Iteration 28Q: 3 clusters Score -1453753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1453752.875000 Penalty: 3071.884277
	Iteration 29Q: 3 clusters Score -1453753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1453751.000000 Penalty: 3071.884277
	Iteration 30Q: 3 clusters Score -1453751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1453751.375000 Penalty: 3071.884277
	Iteration 31Q: 3 clusters Score -1453751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1453751.375000 Penalty: 3071.884277
	Iteration 32F: 3 clusters Score -1453751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Entering Unmasked Estep 
Score: -407848.125000 Penalty: 1326.408936
	Iteration 0F: 2 clusters Score -407848.1 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 1783 members 
Entering Unmasked Estep 
Score: -404803.718750 Penalty: 2652.817871
	Iteration 0F: 3 clusters Score -404803.7 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -405523.406250 Penalty: 2652.817871
	Iteration 1F: 3 clusters Score -405523.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -405637.625000 Penalty: 2652.817871
	Iteration 2F: 3 clusters Score -405637.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -405712.625000 Penalty: 2652.817871
	Iteration 3Q: 3 clusters Score -405712.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -405783.531250 Penalty: 2652.817871
	Iteration 4Q: 3 clusters Score -405783.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -405837.687500 Penalty: 2652.817871
	Iteration 5Q: 3 clusters Score -405837.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -405875.437500 Penalty: 2652.817871
	Iteration 6Q: 3 clusters Score -405875.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -405908.000000 Penalty: 2652.817871
	Iteration 7Q: 3 clusters Score -405908 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -405941.531250 Penalty: 2652.817871
	Iteration 8Q: 3 clusters Score -405941.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -405970.906250 Penalty: 2652.817871
	Iteration 9Q: 3 clusters Score -405970.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -406004.093750 Penalty: 2652.817871
	Iteration 10Q: 3 clusters Score -406004.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -406037.937500 Penalty: 2652.817871
	Iteration 11Q: 3 clusters Score -406037.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -406066.218750 Penalty: 2652.817871
	Iteration 12Q: 3 clusters Score -406066.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -406099.906250 Penalty: 2652.817871
	Iteration 13Q: 3 clusters Score -406099.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -406125.250000 Penalty: 2652.817871
	Iteration 14Q: 3 clusters Score -406125.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -406152.562500 Penalty: 2652.817871
	Iteration 15Q: 3 clusters Score -406152.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -406184.031250 Penalty: 2652.817871
	Iteration 16Q: 3 clusters Score -406184 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -406225.875000 Penalty: 2652.817871
	Iteration 17Q: 3 clusters Score -406225.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -406261.156250 Penalty: 2652.817871
	Iteration 18Q: 3 clusters Score -406261.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -406301.187500 Penalty: 2652.817871
	Iteration 19Q: 3 clusters Score -406301.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -406333.375000 Penalty: 2652.817871
	Iteration 20F: 3 clusters Score -406333.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -406370.281250 Penalty: 2652.817871
	Iteration 21Q: 3 clusters Score -406370.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -406401.000000 Penalty: 2652.817871
	Iteration 22Q: 3 clusters Score -406401 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -406433.562500 Penalty: 2652.817871
	Iteration 23Q: 3 clusters Score -406433.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -406455.718750 Penalty: 2652.817871
	Iteration 24Q: 3 clusters Score -406455.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -406478.468750 Penalty: 2652.817871
	Iteration 25Q: 3 clusters Score -406478.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -406494.375000 Penalty: 2652.817871
	Iteration 26Q: 3 clusters Score -406494.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -406506.343750 Penalty: 2652.817871
	Iteration 27Q: 3 clusters Score -406506.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -406510.000000 Penalty: 2652.817871
	Iteration 28Q: 3 clusters Score -406510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -406516.000000 Penalty: 2652.817871
	Iteration 29Q: 3 clusters Score -406516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -406526.218750 Penalty: 2652.817871
	Iteration 30Q: 3 clusters Score -406526.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -406531.468750 Penalty: 2652.817871
	Iteration 31Q: 3 clusters Score -406531.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -406536.906250 Penalty: 2652.817871
	Iteration 32Q: 3 clusters Score -406536.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -406543.312500 Penalty: 2652.817871
	Iteration 33Q: 3 clusters Score -406543.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -406550.250000 Penalty: 2652.817871
	Iteration 34Q: 3 clusters Score -406550.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -406557.031250 Penalty: 2652.817871
	Iteration 35Q: 3 clusters Score -406557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -406567.406250 Penalty: 2652.817871
	Iteration 36Q: 3 clusters Score -406567.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -406579.375000 Penalty: 2652.817871
	Iteration 37Q: 3 clusters Score -406579.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -406591.406250 Penalty: 2652.817871
	Iteration 38Q: 3 clusters Score -406591.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -406602.906250 Penalty: 2652.817871
	Iteration 39Q: 3 clusters Score -406602.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -406613.937500 Penalty: 2652.817871
	Iteration 40F: 3 clusters Score -406613.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -406622.468750 Penalty: 2652.817871
	Iteration 41Q: 3 clusters Score -406622.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -406630.937500 Penalty: 2652.817871
	Iteration 42Q: 3 clusters Score -406630.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -406641.187500 Penalty: 2652.817871
	Iteration 43Q: 3 clusters Score -406641.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -406650.343750 Penalty: 2652.817871
	Iteration 44Q: 3 clusters Score -406650.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -406656.625000 Penalty: 2652.817871
	Iteration 45Q: 3 clusters Score -406656.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -406661.718750 Penalty: 2652.817871
	Iteration 46Q: 3 clusters Score -406661.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -406667.218750 Penalty: 2652.817871
	Iteration 47Q: 3 clusters Score -406667.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -406672.593750 Penalty: 2652.817871
	Iteration 48Q: 3 clusters Score -406672.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -406678.406250 Penalty: 2652.817871
	Iteration 49Q: 3 clusters Score -406678.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -406683.156250 Penalty: 2652.817871
	Iteration 50Q: 3 clusters Score -406683.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -406688.718750 Penalty: 2652.817871
	Iteration 51Q: 3 clusters Score -406688.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -406694.406250 Penalty: 2652.817871
	Iteration 52Q: 3 clusters Score -406694.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -406695.031250 Penalty: 2652.817871
	Iteration 53Q: 3 clusters Score -406695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -406695.031250 Penalty: 2652.817871
	Iteration 54F: 3 clusters Score -406695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (33753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33753 members 
Entering Unmasked Estep 
Score: -4038696.500000 Penalty: 1694.359009
	Iteration 0F: 2 clusters Score -4038696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -4015963.500000 Penalty: 3388.718018
	Iteration 0F: 3 clusters Score -4015964 nChanged 15718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -4024746.500000 Penalty: 3388.718018
	Iteration 1F: 3 clusters Score -4024746 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -4025143.000000 Penalty: 3388.718018
	Iteration 2Q: 3 clusters Score -4025143 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -4025545.750000 Penalty: 3388.718018
	Iteration 3Q: 3 clusters Score -4025546 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -4025905.000000 Penalty: 3388.718018
	Iteration 4Q: 3 clusters Score -4025905 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -4026352.250000 Penalty: 3388.718018
	Iteration 5Q: 3 clusters Score -4026352 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -4026911.500000 Penalty: 3388.718018
	Iteration 6Q: 3 clusters Score -4026912 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -4027758.250000 Penalty: 3388.718018
	Iteration 7Q: 3 clusters Score -4027758 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -4028916.000000 Penalty: 3388.718018
	Iteration 8F: 3 clusters Score -4028916 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -4030402.500000 Penalty: 3388.718018
	Iteration 9F: 3 clusters Score -4030402 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -4031829.250000 Penalty: 3388.718018
	Iteration 10Q: 3 clusters Score -4031829 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -4032936.250000 Penalty: 3388.718018
	Iteration 11Q: 3 clusters Score -4032936 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -4033626.250000 Penalty: 3388.718018
	Iteration 12Q: 3 clusters Score -4033626 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -4034117.750000 Penalty: 3388.718018
	Iteration 13Q: 3 clusters Score -4034118 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -4034420.000000 Penalty: 3388.718018
	Iteration 14Q: 3 clusters Score -4034420 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -4034697.000000 Penalty: 3388.718018
	Iteration 15Q: 3 clusters Score -4034697 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -4034938.000000 Penalty: 3388.718018
	Iteration 16Q: 3 clusters Score -4034938 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29109 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -4035205.250000 Penalty: 3388.718018
	Iteration 17Q: 3 clusters Score -4035205 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -4035391.000000 Penalty: 3388.718018
	Iteration 18Q: 3 clusters Score -4035391 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -4035613.000000 Penalty: 3388.718018
	Iteration 19Q: 3 clusters Score -4035613 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29720 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -4035780.250000 Penalty: 3388.718018
	Iteration 20F: 3 clusters Score -4035780 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -4035919.000000 Penalty: 3388.718018
	Iteration 21Q: 3 clusters Score -4035919 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -4036045.250000 Penalty: 3388.718018
	Iteration 22Q: 3 clusters Score -4036045 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30015 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -4036120.500000 Penalty: 3388.718018
	Iteration 23Q: 3 clusters Score -4036120 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30043 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -4036198.500000 Penalty: 3388.718018
	Iteration 24Q: 3 clusters Score -4036198 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30106 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -4036229.000000 Penalty: 3388.718018
	Iteration 25Q: 3 clusters Score -4036229 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30118 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -4036261.500000 Penalty: 3388.718018
	Iteration 26Q: 3 clusters Score -4036262 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30147 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -4036315.000000 Penalty: 3388.718018
	Iteration 27Q: 3 clusters Score -4036315 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30180 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -4036365.250000 Penalty: 3388.718018
	Iteration 28Q: 3 clusters Score -4036365 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -4036413.750000 Penalty: 3388.718018
	Iteration 29Q: 3 clusters Score -4036414 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -4036438.750000 Penalty: 3388.718018
	Iteration 30Q: 3 clusters Score -4036439 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -4036480.000000 Penalty: 3388.718018
	Iteration 31Q: 3 clusters Score -4036480 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30211 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -4036530.500000 Penalty: 3388.718018
	Iteration 32Q: 3 clusters Score -4036530 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -4036578.750000 Penalty: 3388.718018
	Iteration 33Q: 3 clusters Score -4036579 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30235 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -4036604.750000 Penalty: 3388.718018
	Iteration 34Q: 3 clusters Score -4036605 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -4036626.250000 Penalty: 3388.718018
	Iteration 35Q: 3 clusters Score -4036626 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30228 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -4036658.250000 Penalty: 3388.718018
	Iteration 36Q: 3 clusters Score -4036658 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -4036677.000000 Penalty: 3388.718018
	Iteration 37Q: 3 clusters Score -4036677 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -4036691.000000 Penalty: 3388.718018
	Iteration 38Q: 3 clusters Score -4036691 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -4036681.750000 Penalty: 3388.718018
	Iteration 39Q: 3 clusters Score -4036682 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30165 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -4036698.500000 Penalty: 3388.718018
	Iteration 40F: 3 clusters Score -4036698 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30116 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -4036699.500000 Penalty: 3388.718018
	Iteration 41Q: 3 clusters Score -4036700 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -4036724.250000 Penalty: 3388.718018
	Iteration 42Q: 3 clusters Score -4036724 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -4036737.000000 Penalty: 3388.718018
	Iteration 43Q: 3 clusters Score -4036737 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -4036762.250000 Penalty: 3388.718018
	Iteration 44Q: 3 clusters Score -4036762 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29840 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -4036782.750000 Penalty: 3388.718018
	Iteration 45Q: 3 clusters Score -4036783 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -4036819.000000 Penalty: 3388.718018
	Iteration 46Q: 3 clusters Score -4036819 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29693 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -4036834.750000 Penalty: 3388.718018
	Iteration 47Q: 3 clusters Score -4036835 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -4036871.000000 Penalty: 3388.718018
	Iteration 48Q: 3 clusters Score -4036871 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -4036889.250000 Penalty: 3388.718018
	Iteration 49Q: 3 clusters Score -4036889 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -4036903.000000 Penalty: 3388.718018
	Iteration 50Q: 3 clusters Score -4036903 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -4036920.250000 Penalty: 3388.718018
	Iteration 51Q: 3 clusters Score -4036920 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -4036907.250000 Penalty: 3388.718018
	Iteration 52Q: 3 clusters Score -4036907 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -4036984.250000 Penalty: 3388.718018
	Iteration 53Q: 3 clusters Score -4036984 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -4036959.000000 Penalty: 3388.718018
	Iteration 54Q: 3 clusters Score -4036959 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27839 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -4036952.500000 Penalty: 3388.718018
	Iteration 55Q: 3 clusters Score -4036952 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -4036942.000000 Penalty: 3388.718018
	Iteration 56Q: 3 clusters Score -4036942 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -4036890.500000 Penalty: 3388.718018
	Iteration 57Q: 3 clusters Score -4036890 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -4036844.500000 Penalty: 3388.718018
	Iteration 58Q: 3 clusters Score -4036844 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -4036816.500000 Penalty: 3388.718018
	Iteration 59Q: 3 clusters Score -4036816 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -4036939.000000 Penalty: 3388.718018
	Iteration 60F: 3 clusters Score -4036939 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -4036924.000000 Penalty: 3388.718018
	Iteration 61Q: 3 clusters Score -4036924 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -4037016.250000 Penalty: 3388.718018
	Iteration 62Q: 3 clusters Score -4037016 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -4037027.000000 Penalty: 3388.718018
	Iteration 63Q: 3 clusters Score -4037027 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -4036995.000000 Penalty: 3388.718018
	Iteration 64Q: 3 clusters Score -4036995 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -4037063.000000 Penalty: 3388.718018
	Iteration 65Q: 3 clusters Score -4037063 nChanged 407
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -4037098.000000 Penalty: 3388.718018
	Iteration 66Q: 3 clusters Score -4037098 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -4037063.500000 Penalty: 3388.718018
	Iteration 67Q: 3 clusters Score -4037064 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -4037137.750000 Penalty: 3388.718018
	Iteration 68Q: 3 clusters Score -4037138 nChanged 380
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -4037109.750000 Penalty: 3388.718018
	Iteration 69Q: 3 clusters Score -4037110 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -4037136.250000 Penalty: 3388.718018
	Iteration 70Q: 3 clusters Score -4037136 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -4037153.000000 Penalty: 3388.718018
	Iteration 71Q: 3 clusters Score -4037153 nChanged 240
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -4037116.000000 Penalty: 3388.718018
	Iteration 72Q: 3 clusters Score -4037116 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -4037081.000000 Penalty: 3388.718018
	Iteration 73Q: 3 clusters Score -4037081 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -4037045.500000 Penalty: 3388.718018
	Iteration 74Q: 3 clusters Score -4037046 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -4037041.000000 Penalty: 3388.718018
	Iteration 75Q: 3 clusters Score -4037041 nChanged 210
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -4037034.000000 Penalty: 3388.718018
	Iteration 76Q: 3 clusters Score -4037034 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -4037017.750000 Penalty: 3388.718018
	Iteration 77Q: 3 clusters Score -4037018 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -4037020.000000 Penalty: 3388.718018
	Iteration 78Q: 3 clusters Score -4037020 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -4037019.000000 Penalty: 3388.718018
	Iteration 79Q: 3 clusters Score -4037019 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -4037013.500000 Penalty: 3388.718018
	Iteration 80F: 3 clusters Score -4037014 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -4037047.500000 Penalty: 3388.718018
	Iteration 81Q: 3 clusters Score -4037048 nChanged 196
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -4037039.750000 Penalty: 3388.718018
	Iteration 82Q: 3 clusters Score -4037040 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -4037045.750000 Penalty: 3388.718018
	Iteration 83Q: 3 clusters Score -4037046 nChanged 217
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -4037037.750000 Penalty: 3388.718018
	Iteration 84Q: 3 clusters Score -4037038 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -4037018.750000 Penalty: 3388.718018
	Iteration 85Q: 3 clusters Score -4037019 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -4037024.250000 Penalty: 3388.718018
	Iteration 86Q: 3 clusters Score -4037024 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -4036995.500000 Penalty: 3388.718018
	Iteration 87Q: 3 clusters Score -4036996 nChanged 153
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -4037012.250000 Penalty: 3388.718018
	Iteration 88Q: 3 clusters Score -4037012 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -4037023.000000 Penalty: 3388.718018
	Iteration 89Q: 3 clusters Score -4037023 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -4037021.250000 Penalty: 3388.718018
	Iteration 90Q: 3 clusters Score -4037021 nChanged 7
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Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4037025 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -4037025.500000 Penalty: 3388.718018
	Iteration 92Q: 3 clusters Score -4037026 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -4037021.250000 Penalty: 3388.718018
	Iteration 93Q: 3 clusters Score -4037021 nChanged 35
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Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -4037037.000000 Penalty: 3388.718018
	Iteration 94Q: 3 clusters Score -4037037 nChanged 40
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Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4037020 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -4037024.250000 Penalty: 3388.718018
	Iteration 96Q: 3 clusters Score -4037024 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -4037017.250000 Penalty: 3388.718018
	Iteration 97Q: 3 clusters Score -4037017 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18941 members 
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Entering Unmasked Estep 
Score: -4037015.750000 Penalty: 3388.718018
	Iteration 98Q: 3 clusters Score -4037016 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -4037025.750000 Penalty: 3388.718018
	Iteration 99Q: 3 clusters Score -4037026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -4037004.000000 Penalty: 3388.718018
	Iteration 100F: 3 clusters Score -4037004 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -4037013.750000 Penalty: 3388.718018
	Iteration 101Q: 3 clusters Score -4037014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -4037034.250000 Penalty: 3388.718018
	Iteration 102Q: 3 clusters Score -4037034 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -4037028.250000 Penalty: 3388.718018
	Iteration 103Q: 3 clusters Score -4037028 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -4037028.000000 Penalty: 3388.718018
	Iteration 104Q: 3 clusters Score -4037028 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -4037032.000000 Penalty: 3388.718018
	Iteration 105Q: 3 clusters Score -4037032 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -4037024.000000 Penalty: 3388.718018
	Iteration 106Q: 3 clusters Score -4037024 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -4037024.750000 Penalty: 3388.718018
	Iteration 107Q: 3 clusters Score -4037025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -4037022.500000 Penalty: 3388.718018
	Iteration 108Q: 3 clusters Score -4037022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -4037020.000000 Penalty: 3388.718018
	Iteration 109Q: 3 clusters Score -4037020 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -4037031.000000 Penalty: 3388.718018
	Iteration 110Q: 3 clusters Score -4037031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -4037019.750000 Penalty: 3388.718018
	Iteration 111Q: 3 clusters Score -4037020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -4037026.250000 Penalty: 3388.718018
	Iteration 112Q: 3 clusters Score -4037026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -4037026.250000 Penalty: 3388.718018
	Iteration 113F: 3 clusters Score -4037026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Entering Unmasked Estep 
Score: -57892.949219 Penalty: 1047.944458
	Iteration 0F: 2 clusters Score -57892.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -56748.886719 Penalty: 2095.888916
	Iteration 0F: 3 clusters Score -56748.89 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -57043.503906 Penalty: 2095.888916
	Iteration 1F: 3 clusters Score -57043.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -57218.039062 Penalty: 2095.888916
	Iteration 2F: 3 clusters Score -57218.04 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -57386.933594 Penalty: 2095.888916
	Iteration 3F: 3 clusters Score -57386.93 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -57490.097656 Penalty: 2095.888916
	Iteration 4F: 3 clusters Score -57490.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -57561.597656 Penalty: 2095.888916
	Iteration 5Q: 3 clusters Score -57561.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -57597.843750 Penalty: 2095.888916
	Iteration 6Q: 3 clusters Score -57597.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -57620.914062 Penalty: 2095.888916
	Iteration 7Q: 3 clusters Score -57620.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -57641.941406 Penalty: 2095.888916
	Iteration 8Q: 3 clusters Score -57641.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -57656.917969 Penalty: 2095.888916
	Iteration 9Q: 3 clusters Score -57656.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -57684.351562 Penalty: 2095.888916
	Iteration 10Q: 3 clusters Score -57684.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -57699.535156 Penalty: 2095.888916
	Iteration 11Q: 3 clusters Score -57699.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -57702.222656 Penalty: 2095.888916
	Iteration 12Q: 3 clusters Score -57702.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -57702.222656 Penalty: 2095.888916
	Iteration 13F: 3 clusters Score -57702.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33972 members 
Entering Unmasked Estep 
Score: -3745728.500000 Penalty: 1695.410034
	Iteration 0F: 2 clusters Score -3745728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -3722770.750000 Penalty: 3390.820068
	Iteration 0F: 3 clusters Score -3722771 nChanged 15796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -3731599.750000 Penalty: 3390.820068
	Iteration 1F: 3 clusters Score -3731600 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -3731941.000000 Penalty: 3390.820068
	Iteration 2Q: 3 clusters Score -3731941 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -3732404.750000 Penalty: 3390.820068
	Iteration 3Q: 3 clusters Score -3732405 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -3732931.000000 Penalty: 3390.820068
	Iteration 4Q: 3 clusters Score -3732931 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -3733631.750000 Penalty: 3390.820068
	Iteration 5Q: 3 clusters Score -3733632 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -3734654.250000 Penalty: 3390.820068
	Iteration 6F: 3 clusters Score -3734654 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -3736149.500000 Penalty: 3390.820068
	Iteration 7F: 3 clusters Score -3736150 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -3737938.500000 Penalty: 3390.820068
	Iteration 8F: 3 clusters Score -3737938 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -3739504.500000 Penalty: 3390.820068
	Iteration 9F: 3 clusters Score -3739504 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -3740667.250000 Penalty: 3390.820068
	Iteration 10Q: 3 clusters Score -3740667 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -3741361.250000 Penalty: 3390.820068
	Iteration 11Q: 3 clusters Score -3741361 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -3741826.250000 Penalty: 3390.820068
	Iteration 12Q: 3 clusters Score -3741826 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 28040 members 
Entering Unmasked Estep 
Score: -3742205.250000 Penalty: 3390.820068
	Iteration 13Q: 3 clusters Score -3742205 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -3742590.500000 Penalty: 3390.820068
	Iteration 14Q: 3 clusters Score -3742590 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 29094 members 
Entering Unmasked Estep 
Score: -3742907.750000 Penalty: 3390.820068
	Iteration 15Q: 3 clusters Score -3742908 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
Score: -3743150.500000 Penalty: 3390.820068
	Iteration 16Q: 3 clusters Score -3743150 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 29869 members 
Entering Unmasked Estep 
Score: -3743372.500000 Penalty: 3390.820068
	Iteration 17Q: 3 clusters Score -3743372 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 30170 members 
Entering Unmasked Estep 
Score: -3743539.500000 Penalty: 3390.820068
	Iteration 18Q: 3 clusters Score -3743540 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 30424 members 
Entering Unmasked Estep 
Score: -3743670.250000 Penalty: 3390.820068
	Iteration 19Q: 3 clusters Score -3743670 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 30628 members 
Entering Unmasked Estep 
Score: -3743750.750000 Penalty: 3390.820068
	Iteration 20F: 3 clusters Score -3743751 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 30809 members 
Entering Unmasked Estep 
Score: -3743810.750000 Penalty: 3390.820068
	Iteration 21Q: 3 clusters Score -3743811 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -3743868.500000 Penalty: 3390.820068
	Iteration 22Q: 3 clusters Score -3743868 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 31113 members 
Entering Unmasked Estep 
Score: -3743920.500000 Penalty: 3390.820068
	Iteration 23Q: 3 clusters Score -3743920 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -3743971.000000 Penalty: 3390.820068
	Iteration 24Q: 3 clusters Score -3743971 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -3744022.250000 Penalty: 3390.820068
	Iteration 25Q: 3 clusters Score -3744022 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -3744060.500000 Penalty: 3390.820068
	Iteration 26Q: 3 clusters Score -3744060 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -3744095.000000 Penalty: 3390.820068
	Iteration 27Q: 3 clusters Score -3744095 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 31689 members 
Entering Unmasked Estep 
Score: -3744119.000000 Penalty: 3390.820068
	Iteration 28Q: 3 clusters Score -3744119 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -3744132.250000 Penalty: 3390.820068
	Iteration 29Q: 3 clusters Score -3744132 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -3744154.750000 Penalty: 3390.820068
	Iteration 30Q: 3 clusters Score -3744155 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 31885 members 
Entering Unmasked Estep 
Score: -3744164.500000 Penalty: 3390.820068
	Iteration 31Q: 3 clusters Score -3744164 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 31966 members 
Entering Unmasked Estep 
Score: -3744183.750000 Penalty: 3390.820068
	Iteration 32Q: 3 clusters Score -3744184 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 32032 members 
Entering Unmasked Estep 
Score: -3744193.000000 Penalty: 3390.820068
	Iteration 33Q: 3 clusters Score -3744193 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -3744212.500000 Penalty: 3390.820068
	Iteration 34Q: 3 clusters Score -3744212 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 32118 members 
Entering Unmasked Estep 
Score: -3744219.000000 Penalty: 3390.820068
	Iteration 35Q: 3 clusters Score -3744219 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 32153 members 
Entering Unmasked Estep 
Score: -3744229.750000 Penalty: 3390.820068
	Iteration 36Q: 3 clusters Score -3744230 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 32199 members 
Entering Unmasked Estep 
Score: -3744235.750000 Penalty: 3390.820068
	Iteration 37Q: 3 clusters Score -3744236 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 32236 members 
Entering Unmasked Estep 
Score: -3744249.000000 Penalty: 3390.820068
	Iteration 38Q: 3 clusters Score -3744249 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 32268 members 
Entering Unmasked Estep 
Score: -3744251.500000 Penalty: 3390.820068
	Iteration 39Q: 3 clusters Score -3744252 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 32290 members 
Entering Unmasked Estep 
Score: -3744257.750000 Penalty: 3390.820068
	Iteration 40F: 3 clusters Score -3744258 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -3744264.750000 Penalty: 3390.820068
	Iteration 41Q: 3 clusters Score -3744265 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 32338 members 
Entering Unmasked Estep 
Score: -3744269.750000 Penalty: 3390.820068
	Iteration 42Q: 3 clusters Score -3744270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -3744275.000000 Penalty: 3390.820068
	Iteration 43Q: 3 clusters Score -3744275 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 32372 members 
Entering Unmasked Estep 
Score: -3744276.000000 Penalty: 3390.820068
	Iteration 44Q: 3 clusters Score -3744276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -3744276.500000 Penalty: 3390.820068
	Iteration 45Q: 3 clusters Score -3744276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -3744275.000000 Penalty: 3390.820068
	Iteration 46Q: 3 clusters Score -3744275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -3744272.500000 Penalty: 3390.820068
	Iteration 47Q: 3 clusters Score -3744272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 32412 members 
Entering Unmasked Estep 
Score: -3744277.750000 Penalty: 3390.820068
	Iteration 48Q: 3 clusters Score -3744278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 32418 members 
Entering Unmasked Estep 
Score: -3744278.000000 Penalty: 3390.820068
	Iteration 49Q: 3 clusters Score -3744278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -3744286.500000 Penalty: 3390.820068
	Iteration 50Q: 3 clusters Score -3744286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 32439 members 
Entering Unmasked Estep 
Score: -3744282.250000 Penalty: 3390.820068
	Iteration 51Q: 3 clusters Score -3744282 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 32459 members 
Entering Unmasked Estep 
Score: -3744288.500000 Penalty: 3390.820068
	Iteration 52Q: 3 clusters Score -3744288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 32477 members 
Entering Unmasked Estep 
Score: -3744288.000000 Penalty: 3390.820068
	Iteration 53Q: 3 clusters Score -3744288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 32493 members 
Entering Unmasked Estep 
Score: -3744289.750000 Penalty: 3390.820068
	Iteration 54Q: 3 clusters Score -3744290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 32505 members 
Entering Unmasked Estep 
Score: -3744298.000000 Penalty: 3390.820068
	Iteration 55Q: 3 clusters Score -3744298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -3744295.750000 Penalty: 3390.820068
	Iteration 56Q: 3 clusters Score -3744296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 32538 members 
Entering Unmasked Estep 
Score: -3744295.750000 Penalty: 3390.820068
	Iteration 57Q: 3 clusters Score -3744296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -3744300.250000 Penalty: 3390.820068
	Iteration 58Q: 3 clusters Score -3744300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -3744302.500000 Penalty: 3390.820068
	Iteration 59Q: 3 clusters Score -3744302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -3744301.500000 Penalty: 3390.820068
	Iteration 60F: 3 clusters Score -3744302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 32586 members 
Entering Unmasked Estep 
Score: -3744304.750000 Penalty: 3390.820068
	Iteration 61Q: 3 clusters Score -3744305 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -3744311.000000 Penalty: 3390.820068
	Iteration 62Q: 3 clusters Score -3744311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 32607 members 
Entering Unmasked Estep 
Score: -3744315.500000 Penalty: 3390.820068
	Iteration 63Q: 3 clusters Score -3744316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -3744311.750000 Penalty: 3390.820068
	Iteration 64Q: 3 clusters Score -3744312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 32615 members 
Entering Unmasked Estep 
Score: -3744315.250000 Penalty: 3390.820068
	Iteration 65Q: 3 clusters Score -3744315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -3744316.500000 Penalty: 3390.820068
	Iteration 66Q: 3 clusters Score -3744316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -3744316.750000 Penalty: 3390.820068
	Iteration 67Q: 3 clusters Score -3744317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 32626 members 
Entering Unmasked Estep 
Score: -3744322.500000 Penalty: 3390.820068
	Iteration 68Q: 3 clusters Score -3744322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 32626 members 
Entering Unmasked Estep 
Score: -3744322.500000 Penalty: 3390.820068
	Iteration 69F: 3 clusters Score -3744322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (74549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74549 members 
Entering Unmasked Estep 
Score: -8461551.000000 Penalty: 1823.121826
	Iteration 0F: 2 clusters Score -8461551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37414 members 
Mstep: Class 2 contains 37135 members 
Entering Unmasked Estep 
Score: -8411710.000000 Penalty: 3646.243652
	Iteration 0F: 3 clusters Score -8411710 nChanged 35561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40031 members 
Mstep: Class 2 contains 34518 members 
Entering Unmasked Estep 
Score: -8432686.000000 Penalty: 3646.243652
	Iteration 1F: 3 clusters Score -8432686 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41829 members 
Mstep: Class 2 contains 32720 members 
Entering Unmasked Estep 
Score: -8434036.000000 Penalty: 3646.243652
	Iteration 2Q: 3 clusters Score -8434036 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44438 members 
Mstep: Class 2 contains 30111 members 
Entering Unmasked Estep 
Score: -8436061.000000 Penalty: 3646.243652
	Iteration 3F: 3 clusters Score -8436061 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47969 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -8439046.000000 Penalty: 3646.243652
	Iteration 4F: 3 clusters Score -8439046 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52033 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -8442735.000000 Penalty: 3646.243652
	Iteration 5F: 3 clusters Score -8442735 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56157 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -8446523.000000 Penalty: 3646.243652
	Iteration 6F: 3 clusters Score -8446523 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59919 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -8449957.000000 Penalty: 3646.243652
	Iteration 7F: 3 clusters Score -8449957 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63004 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -8452805.000000 Penalty: 3646.243652
	Iteration 8Q: 3 clusters Score -8452805 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65120 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -8454954.000000 Penalty: 3646.243652
	Iteration 9Q: 3 clusters Score -8454954 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66461 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -8456372.000000 Penalty: 3646.243652
	Iteration 10Q: 3 clusters Score -8456372 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67313 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -8457341.000000 Penalty: 3646.243652
	Iteration 11Q: 3 clusters Score -8457341 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67892 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -8457972.000000 Penalty: 3646.243652
	Iteration 12Q: 3 clusters Score -8457972 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68330 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -8458338.000000 Penalty: 3646.243652
	Iteration 13Q: 3 clusters Score -8458338 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68692 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -8458572.000000 Penalty: 3646.243652
	Iteration 14Q: 3 clusters Score -8458572 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69031 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -8458786.000000 Penalty: 3646.243652
	Iteration 15Q: 3 clusters Score -8458786 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69354 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -8458941.000000 Penalty: 3646.243652
	Iteration 16Q: 3 clusters Score -8458941 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69629 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -8459088.000000 Penalty: 3646.243652
	Iteration 17Q: 3 clusters Score -8459088 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69852 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -8459150.000000 Penalty: 3646.243652
	Iteration 18Q: 3 clusters Score -8459150 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70050 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -8459258.000000 Penalty: 3646.243652
	Iteration 19Q: 3 clusters Score -8459258 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70237 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -8459312.000000 Penalty: 3646.243652
	Iteration 20F: 3 clusters Score -8459312 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70395 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -8459369.000000 Penalty: 3646.243652
	Iteration 21Q: 3 clusters Score -8459369 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70536 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -8459415.000000 Penalty: 3646.243652
	Iteration 22Q: 3 clusters Score -8459415 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70669 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -8459446.000000 Penalty: 3646.243652
	Iteration 23Q: 3 clusters Score -8459446 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70822 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -8459511.000000 Penalty: 3646.243652
	Iteration 24Q: 3 clusters Score -8459511 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70956 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -8459543.000000 Penalty: 3646.243652
	Iteration 25Q: 3 clusters Score -8459543 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71060 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -8459564.000000 Penalty: 3646.243652
	Iteration 26Q: 3 clusters Score -8459564 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71163 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -8459595.000000 Penalty: 3646.243652
	Iteration 27Q: 3 clusters Score -8459595 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71266 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -8459631.000000 Penalty: 3646.243652
	Iteration 28Q: 3 clusters Score -8459631 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71371 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -8459632.000000 Penalty: 3646.243652
	Iteration 29Q: 3 clusters Score -8459632 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71455 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -8459645.000000 Penalty: 3646.243652
	Iteration 30Q: 3 clusters Score -8459645 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71547 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -8459665.000000 Penalty: 3646.243652
	Iteration 31Q: 3 clusters Score -8459665 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71646 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -8459692.000000 Penalty: 3646.243652
	Iteration 32Q: 3 clusters Score -8459692 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71734 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -8459711.000000 Penalty: 3646.243652
	Iteration 33Q: 3 clusters Score -8459711 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71820 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -8459742.000000 Penalty: 3646.243652
	Iteration 34Q: 3 clusters Score -8459742 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71896 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -8459738.000000 Penalty: 3646.243652
	Iteration 35Q: 3 clusters Score -8459738 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71968 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -8459753.000000 Penalty: 3646.243652
	Iteration 36Q: 3 clusters Score -8459753 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72031 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -8459777.000000 Penalty: 3646.243652
	Iteration 37Q: 3 clusters Score -8459777 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72089 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -8459782.000000 Penalty: 3646.243652
	Iteration 38Q: 3 clusters Score -8459782 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72130 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -8459783.000000 Penalty: 3646.243652
	Iteration 39Q: 3 clusters Score -8459783 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72184 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -8459795.000000 Penalty: 3646.243652
	Iteration 40F: 3 clusters Score -8459795 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72229 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -8459797.000000 Penalty: 3646.243652
	Iteration 41Q: 3 clusters Score -8459797 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72267 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -8459791.000000 Penalty: 3646.243652
	Iteration 42Q: 3 clusters Score -8459791 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72308 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -8459807.000000 Penalty: 3646.243652
	Iteration 43Q: 3 clusters Score -8459807 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72356 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -8459828.000000 Penalty: 3646.243652
	Iteration 44Q: 3 clusters Score -8459828 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72399 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -8459848.000000 Penalty: 3646.243652
	Iteration 45Q: 3 clusters Score -8459848 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72432 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -8459860.000000 Penalty: 3646.243652
	Iteration 46Q: 3 clusters Score -8459860 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72461 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -8459863.000000 Penalty: 3646.243652
	Iteration 47Q: 3 clusters Score -8459863 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72482 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -8459858.000000 Penalty: 3646.243652
	Iteration 48Q: 3 clusters Score -8459858 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72512 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -8459883.000000 Penalty: 3646.243652
	Iteration 49Q: 3 clusters Score -8459883 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72537 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -8459865.000000 Penalty: 3646.243652
	Iteration 50Q: 3 clusters Score -8459865 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72571 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -8459894.000000 Penalty: 3646.243652
	Iteration 51Q: 3 clusters Score -8459894 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72601 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -8459892.000000 Penalty: 3646.243652
	Iteration 52Q: 3 clusters Score -8459892 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72627 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -8459898.000000 Penalty: 3646.243652
	Iteration 53Q: 3 clusters Score -8459898 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72651 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -8459906.000000 Penalty: 3646.243652
	Iteration 54Q: 3 clusters Score -8459906 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72680 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -8459923.000000 Penalty: 3646.243652
	Iteration 55Q: 3 clusters Score -8459923 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72714 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -8459926.000000 Penalty: 3646.243652
	Iteration 56Q: 3 clusters Score -8459926 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72740 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -8459925.000000 Penalty: 3646.243652
	Iteration 57Q: 3 clusters Score -8459925 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72764 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -8459933.000000 Penalty: 3646.243652
	Iteration 58Q: 3 clusters Score -8459933 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72776 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -8459930.000000 Penalty: 3646.243652
	Iteration 59Q: 3 clusters Score -8459930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72791 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -8459940.000000 Penalty: 3646.243652
	Iteration 60F: 3 clusters Score -8459940 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72810 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -8459952.000000 Penalty: 3646.243652
	Iteration 61Q: 3 clusters Score -8459952 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72826 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -8459952.000000 Penalty: 3646.243652
	Iteration 62Q: 3 clusters Score -8459952 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72846 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -8459960.000000 Penalty: 3646.243652
	Iteration 63Q: 3 clusters Score -8459960 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72870 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -8459961.000000 Penalty: 3646.243652
	Iteration 64Q: 3 clusters Score -8459961 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72895 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -8459978.000000 Penalty: 3646.243652
	Iteration 65Q: 3 clusters Score -8459978 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72920 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -8459962.000000 Penalty: 3646.243652
	Iteration 66Q: 3 clusters Score -8459962 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72942 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -8459963.000000 Penalty: 3646.243652
	Iteration 67Q: 3 clusters Score -8459963 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72963 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -8459971.000000 Penalty: 3646.243652
	Iteration 68Q: 3 clusters Score -8459971 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72984 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -8459974.000000 Penalty: 3646.243652
	Iteration 69Q: 3 clusters Score -8459974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72996 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -8459968.000000 Penalty: 3646.243652
	Iteration 70Q: 3 clusters Score -8459968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73014 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -8459984.000000 Penalty: 3646.243652
	Iteration 71Q: 3 clusters Score -8459984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73020 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -8459982.000000 Penalty: 3646.243652
	Iteration 72Q: 3 clusters Score -8459982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73024 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -8459985.000000 Penalty: 3646.243652
	Iteration 73Q: 3 clusters Score -8459985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73029 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -8459996.000000 Penalty: 3646.243652
	Iteration 74Q: 3 clusters Score -8459996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73033 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -8459997.000000 Penalty: 3646.243652
	Iteration 75Q: 3 clusters Score -8459997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73034 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -8460002.000000 Penalty: 3646.243652
	Iteration 76Q: 3 clusters Score -8460002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73035 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -8459994.000000 Penalty: 3646.243652
	Iteration 77Q: 3 clusters Score -8459994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73036 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -8460000.000000 Penalty: 3646.243652
	Iteration 78Q: 3 clusters Score -8460000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73036 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -8460000.000000 Penalty: 3646.243652
	Iteration 79F: 3 clusters Score -8460000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Entering Unmasked Estep 
Score: -949351.187500 Penalty: 1463.836426
	Iteration 0F: 2 clusters Score -949351.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -943364.937500 Penalty: 2927.672852
	Iteration 0F: 3 clusters Score -943364.9 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -945197.062500 Penalty: 2927.672852
	Iteration 1F: 3 clusters Score -945197.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -945381.875000 Penalty: 2927.672852
	Iteration 2F: 3 clusters Score -945381.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -945519.875000 Penalty: 2927.672852
	Iteration 3Q: 3 clusters Score -945519.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -945659.812500 Penalty: 2927.672852
	Iteration 4Q: 3 clusters Score -945659.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -945814.812500 Penalty: 2927.672852
	Iteration 5Q: 3 clusters Score -945814.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -946035.875000 Penalty: 2927.672852
	Iteration 6Q: 3 clusters Score -946035.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -946361.750000 Penalty: 2927.672852
	Iteration 7F: 3 clusters Score -946361.8 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -946737.750000 Penalty: 2927.672852
	Iteration 8F: 3 clusters Score -946737.8 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -947122.437500 Penalty: 2927.672852
	Iteration 9F: 3 clusters Score -947122.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -947537.437500 Penalty: 2927.672852
	Iteration 10F: 3 clusters Score -947537.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -947855.062500 Penalty: 2927.672852
	Iteration 11Q: 3 clusters Score -947855.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -948075.312500 Penalty: 2927.672852
	Iteration 12Q: 3 clusters Score -948075.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -948211.312500 Penalty: 2927.672852
	Iteration 13Q: 3 clusters Score -948211.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -948298.312500 Penalty: 2927.672852
	Iteration 14Q: 3 clusters Score -948298.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -948353.062500 Penalty: 2927.672852
	Iteration 15Q: 3 clusters Score -948353.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -948377.062500 Penalty: 2927.672852
	Iteration 16Q: 3 clusters Score -948377.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -948393.875000 Penalty: 2927.672852
	Iteration 17Q: 3 clusters Score -948393.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -948403.187500 Penalty: 2927.672852
	Iteration 18Q: 3 clusters Score -948403.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -948409.312500 Penalty: 2927.672852
	Iteration 19Q: 3 clusters Score -948409.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -948413.250000 Penalty: 2927.672852
	Iteration 20F: 3 clusters Score -948413.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -948414.812500 Penalty: 2927.672852
	Iteration 21Q: 3 clusters Score -948414.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -948416.250000 Penalty: 2927.672852
	Iteration 22Q: 3 clusters Score -948416.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -948421.875000 Penalty: 2927.672852
	Iteration 23Q: 3 clusters Score -948421.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -948424.750000 Penalty: 2927.672852
	Iteration 24Q: 3 clusters Score -948424.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -948427.375000 Penalty: 2927.672852
	Iteration 25Q: 3 clusters Score -948427.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -948428.562500 Penalty: 2927.672852
	Iteration 26Q: 3 clusters Score -948428.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -948428.312500 Penalty: 2927.672852
	Iteration 27Q: 3 clusters Score -948428.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -948428.312500 Penalty: 2927.672852
	Iteration 28F: 3 clusters Score -948428.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (36233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36233 members 
Entering Unmasked Estep 
Score: -4129552.750000 Penalty: 1705.880371
	Iteration 0F: 2 clusters Score -4129553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -4105358.750000 Penalty: 3411.760742
	Iteration 0F: 3 clusters Score -4105359 nChanged 16849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -4114725.250000 Penalty: 3411.760742
	Iteration 1F: 3 clusters Score -4114725 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -4115195.000000 Penalty: 3411.760742
	Iteration 2Q: 3 clusters Score -4115195 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -4115761.750000 Penalty: 3411.760742
	Iteration 3Q: 3 clusters Score -4115762 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -4116496.250000 Penalty: 3411.760742
	Iteration 4Q: 3 clusters Score -4116496 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -4117539.500000 Penalty: 3411.760742
	Iteration 5F: 3 clusters Score -4117540 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -4118882.750000 Penalty: 3411.760742
	Iteration 6F: 3 clusters Score -4118883 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -4120647.750000 Penalty: 3411.760742
	Iteration 7F: 3 clusters Score -4120648 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -4122428.500000 Penalty: 3411.760742
	Iteration 8F: 3 clusters Score -4122428 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -4123821.500000 Penalty: 3411.760742
	Iteration 9Q: 3 clusters Score -4123822 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30734 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -4124818.000000 Penalty: 3411.760742
	Iteration 10Q: 3 clusters Score -4124818 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -4125511.750000 Penalty: 3411.760742
	Iteration 11Q: 3 clusters Score -4125512 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32236 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -4126001.500000 Penalty: 3411.760742
	Iteration 12Q: 3 clusters Score -4126002 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32735 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -4126380.750000 Penalty: 3411.760742
	Iteration 13Q: 3 clusters Score -4126381 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33162 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -4126717.250000 Penalty: 3411.760742
	Iteration 14Q: 3 clusters Score -4126717 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33532 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -4126976.250000 Penalty: 3411.760742
	Iteration 15Q: 3 clusters Score -4126976 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33822 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -4127159.250000 Penalty: 3411.760742
	Iteration 16Q: 3 clusters Score -4127159 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34061 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -4127303.500000 Penalty: 3411.760742
	Iteration 17Q: 3 clusters Score -4127304 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34248 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -4127415.250000 Penalty: 3411.760742
	Iteration 18Q: 3 clusters Score -4127415 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34416 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -4127502.500000 Penalty: 3411.760742
	Iteration 19Q: 3 clusters Score -4127502 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34582 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -4127605.000000 Penalty: 3411.760742
	Iteration 20F: 3 clusters Score -4127605 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34722 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -4127689.000000 Penalty: 3411.760742
	Iteration 21Q: 3 clusters Score -4127689 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34837 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -4127752.000000 Penalty: 3411.760742
	Iteration 22Q: 3 clusters Score -4127752 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34931 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -4127797.000000 Penalty: 3411.760742
	Iteration 23Q: 3 clusters Score -4127797 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35020 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -4127841.500000 Penalty: 3411.760742
	Iteration 24Q: 3 clusters Score -4127842 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35088 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -4127870.250000 Penalty: 3411.760742
	Iteration 25Q: 3 clusters Score -4127870 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35142 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -4127911.000000 Penalty: 3411.760742
	Iteration 26Q: 3 clusters Score -4127911 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -4127934.500000 Penalty: 3411.760742
	Iteration 27Q: 3 clusters Score -4127934 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35225 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -4127947.250000 Penalty: 3411.760742
	Iteration 28Q: 3 clusters Score -4127947 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35263 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -4127970.250000 Penalty: 3411.760742
	Iteration 29Q: 3 clusters Score -4127970 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35302 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -4127991.000000 Penalty: 3411.760742
	Iteration 30Q: 3 clusters Score -4127991 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -4128006.000000 Penalty: 3411.760742
	Iteration 31Q: 3 clusters Score -4128006 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35360 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -4128020.250000 Penalty: 3411.760742
	Iteration 32Q: 3 clusters Score -4128020 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35387 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4128037.000000 Penalty: 3411.760742
	Iteration 33Q: 3 clusters Score -4128037 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35414 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -4128058.000000 Penalty: 3411.760742
	Iteration 34Q: 3 clusters Score -4128058 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35437 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4128078.000000 Penalty: 3411.760742
	Iteration 35Q: 3 clusters Score -4128078 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35456 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4128084.250000 Penalty: 3411.760742
	Iteration 36Q: 3 clusters Score -4128084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35472 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4128095.000000 Penalty: 3411.760742
	Iteration 37Q: 3 clusters Score -4128095 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35484 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -4128105.750000 Penalty: 3411.760742
	Iteration 38Q: 3 clusters Score -4128106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35497 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4128114.000000 Penalty: 3411.760742
	Iteration 39Q: 3 clusters Score -4128114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35511 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -4128120.250000 Penalty: 3411.760742
	Iteration 40F: 3 clusters Score -4128120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -4128121.250000 Penalty: 3411.760742
	Iteration 41Q: 3 clusters Score -4128121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35524 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -4128124.000000 Penalty: 3411.760742
	Iteration 42Q: 3 clusters Score -4128124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -4128131.500000 Penalty: 3411.760742
	Iteration 43Q: 3 clusters Score -4128132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4128134.250000 Penalty: 3411.760742
	Iteration 44Q: 3 clusters Score -4128134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35545 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -4128139.250000 Penalty: 3411.760742
	Iteration 45Q: 3 clusters Score -4128139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -4128146.000000 Penalty: 3411.760742
	Iteration 46Q: 3 clusters Score -4128146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35553 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4128145.500000 Penalty: 3411.760742
	Iteration 47Q: 3 clusters Score -4128146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35561 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4128152.500000 Penalty: 3411.760742
	Iteration 48Q: 3 clusters Score -4128152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35565 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4128155.000000 Penalty: 3411.760742
	Iteration 49Q: 3 clusters Score -4128155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35571 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4128156.750000 Penalty: 3411.760742
	Iteration 50Q: 3 clusters Score -4128157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35575 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4128159.500000 Penalty: 3411.760742
	Iteration 51Q: 3 clusters Score -4128160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35579 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -4128160.250000 Penalty: 3411.760742
	Iteration 52Q: 3 clusters Score -4128160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35581 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -4128156.500000 Penalty: 3411.760742
	Iteration 53Q: 3 clusters Score -4128156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4128153.500000 Penalty: 3411.760742
	Iteration 54Q: 3 clusters Score -4128154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4128153.500000 Penalty: 3411.760742
	Iteration 55F: 3 clusters Score -4128154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (31934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31934 members 
Entering Unmasked Estep 
Score: -3824421.500000 Penalty: 1685.356812
	Iteration 0F: 2 clusters Score -3824422 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 16024 members 
Entering Unmasked Estep 
Score: -3802943.250000 Penalty: 3370.713623
	Iteration 0F: 3 clusters Score -3802943 nChanged 14768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -3811138.250000 Penalty: 3370.713623
	Iteration 1F: 3 clusters Score -3811138 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -3811466.000000 Penalty: 3370.713623
	Iteration 2Q: 3 clusters Score -3811466 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -3811778.750000 Penalty: 3370.713623
	Iteration 3Q: 3 clusters Score -3811779 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -3812120.250000 Penalty: 3370.713623
	Iteration 4Q: 3 clusters Score -3812120 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -3812571.500000 Penalty: 3370.713623
	Iteration 5Q: 3 clusters Score -3812572 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -3813210.000000 Penalty: 3370.713623
	Iteration 6Q: 3 clusters Score -3813210 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -3814196.000000 Penalty: 3370.713623
	Iteration 7F: 3 clusters Score -3814196 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -3815652.500000 Penalty: 3370.713623
	Iteration 8F: 3 clusters Score -3815652 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -3817601.500000 Penalty: 3370.713623
	Iteration 9F: 3 clusters Score -3817602 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -3819394.250000 Penalty: 3370.713623
	Iteration 10F: 3 clusters Score -3819394 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 28734 members 
Entering Unmasked Estep 
Score: -3820692.500000 Penalty: 3370.713623
	Iteration 11Q: 3 clusters Score -3820692 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 29722 members 
Entering Unmasked Estep 
Score: -3821553.500000 Penalty: 3370.713623
	Iteration 12Q: 3 clusters Score -3821554 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -3822058.250000 Penalty: 3370.713623
	Iteration 13Q: 3 clusters Score -3822058 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 30767 members 
Entering Unmasked Estep 
Score: -3822346.000000 Penalty: 3370.713623
	Iteration 14Q: 3 clusters Score -3822346 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 31054 members 
Entering Unmasked Estep 
Score: -3822547.000000 Penalty: 3370.713623
	Iteration 15Q: 3 clusters Score -3822547 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 31249 members 
Entering Unmasked Estep 
Score: -3822689.750000 Penalty: 3370.713623
	Iteration 16Q: 3 clusters Score -3822690 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 31369 members 
Entering Unmasked Estep 
Score: -3822803.750000 Penalty: 3370.713623
	Iteration 17Q: 3 clusters Score -3822804 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 31446 members 
Entering Unmasked Estep 
Score: -3822859.250000 Penalty: 3370.713623
	Iteration 18Q: 3 clusters Score -3822859 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 31495 members 
Entering Unmasked Estep 
Score: -3822902.250000 Penalty: 3370.713623
	Iteration 19Q: 3 clusters Score -3822902 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 31526 members 
Entering Unmasked Estep 
Score: -3822921.000000 Penalty: 3370.713623
	Iteration 20F: 3 clusters Score -3822921 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 31551 members 
Entering Unmasked Estep 
Score: -3822945.250000 Penalty: 3370.713623
	Iteration 21Q: 3 clusters Score -3822945 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 31573 members 
Entering Unmasked Estep 
Score: -3822966.250000 Penalty: 3370.713623
	Iteration 22Q: 3 clusters Score -3822966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
Score: -3822972.250000 Penalty: 3370.713623
	Iteration 23Q: 3 clusters Score -3822972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -3822977.750000 Penalty: 3370.713623
	Iteration 24Q: 3 clusters Score -3822978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 31600 members 
Entering Unmasked Estep 
Score: -3822985.750000 Penalty: 3370.713623
	Iteration 25Q: 3 clusters Score -3822986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 31610 members 
Entering Unmasked Estep 
Score: -3822996.000000 Penalty: 3370.713623
	Iteration 26Q: 3 clusters Score -3822996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 31616 members 
Entering Unmasked Estep 
Score: -3822999.000000 Penalty: 3370.713623
	Iteration 27Q: 3 clusters Score -3822999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 31622 members 
Entering Unmasked Estep 
Score: -3823007.500000 Penalty: 3370.713623
	Iteration 28Q: 3 clusters Score -3823008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 31626 members 
Entering Unmasked Estep 
Score: -3823017.000000 Penalty: 3370.713623
	Iteration 29Q: 3 clusters Score -3823017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 31631 members 
Entering Unmasked Estep 
Score: -3823022.250000 Penalty: 3370.713623
	Iteration 30Q: 3 clusters Score -3823022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 31641 members 
Entering Unmasked Estep 
Score: -3823031.000000 Penalty: 3370.713623
	Iteration 31Q: 3 clusters Score -3823031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 31648 members 
Entering Unmasked Estep 
Score: -3823038.500000 Penalty: 3370.713623
	Iteration 32Q: 3 clusters Score -3823038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 31652 members 
Entering Unmasked Estep 
Score: -3823045.500000 Penalty: 3370.713623
	Iteration 33Q: 3 clusters Score -3823046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 31652 members 
Entering Unmasked Estep 
Score: -3823044.000000 Penalty: 3370.713623
	Iteration 34Q: 3 clusters Score -3823044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 31652 members 
Entering Unmasked Estep 
Score: -3823044.000000 Penalty: 3370.713623
	Iteration 35F: 3 clusters Score -3823044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Entering Unmasked Estep 
Score: -1764301.125000 Penalty: 1574.612549
	Iteration 0F: 2 clusters Score -1764301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1753122.625000 Penalty: 3149.225098
	Iteration 0F: 3 clusters Score -1753123 nChanged 7233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1756807.625000 Penalty: 3149.225098
	Iteration 1F: 3 clusters Score -1756808 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1757066.750000 Penalty: 3149.225098
	Iteration 2Q: 3 clusters Score -1757067 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1757250.375000 Penalty: 3149.225098
	Iteration 3Q: 3 clusters Score -1757250 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1757404.375000 Penalty: 3149.225098
	Iteration 4Q: 3 clusters Score -1757404 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1757539.625000 Penalty: 3149.225098
	Iteration 5Q: 3 clusters Score -1757540 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1757691.375000 Penalty: 3149.225098
	Iteration 6Q: 3 clusters Score -1757691 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1757868.625000 Penalty: 3149.225098
	Iteration 7Q: 3 clusters Score -1757869 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1758094.250000 Penalty: 3149.225098
	Iteration 8Q: 3 clusters Score -1758094 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -1758384.250000 Penalty: 3149.225098
	Iteration 9Q: 3 clusters Score -1758384 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1758760.375000 Penalty: 3149.225098
	Iteration 10Q: 3 clusters Score -1758760 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1759266.750000 Penalty: 3149.225098
	Iteration 11Q: 3 clusters Score -1759267 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1759934.625000 Penalty: 3149.225098
	Iteration 12F: 3 clusters Score -1759935 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1760628.500000 Penalty: 3149.225098
	Iteration 13F: 3 clusters Score -1760628 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1761202.500000 Penalty: 3149.225098
	Iteration 14Q: 3 clusters Score -1761202 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -1761548.375000 Penalty: 3149.225098
	Iteration 15Q: 3 clusters Score -1761548 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -1761752.375000 Penalty: 3149.225098
	Iteration 16Q: 3 clusters Score -1761752 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -1761901.375000 Penalty: 3149.225098
	Iteration 17Q: 3 clusters Score -1761901 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -1762025.625000 Penalty: 3149.225098
	Iteration 18Q: 3 clusters Score -1762026 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -1762127.125000 Penalty: 3149.225098
	Iteration 19Q: 3 clusters Score -1762127 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -1762203.750000 Penalty: 3149.225098
	Iteration 20F: 3 clusters Score -1762204 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1762282.375000 Penalty: 3149.225098
	Iteration 21Q: 3 clusters Score -1762282 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -1762346.875000 Penalty: 3149.225098
	Iteration 22Q: 3 clusters Score -1762347 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -1762396.250000 Penalty: 3149.225098
	Iteration 23Q: 3 clusters Score -1762396 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -1762425.500000 Penalty: 3149.225098
	Iteration 24Q: 3 clusters Score -1762426 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -1762455.375000 Penalty: 3149.225098
	Iteration 25Q: 3 clusters Score -1762455 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -1762483.750000 Penalty: 3149.225098
	Iteration 26Q: 3 clusters Score -1762484 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -1762511.250000 Penalty: 3149.225098
	Iteration 27Q: 3 clusters Score -1762511 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -1762523.375000 Penalty: 3149.225098
	Iteration 28Q: 3 clusters Score -1762523 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -1762537.500000 Penalty: 3149.225098
	Iteration 29Q: 3 clusters Score -1762538 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -1762554.375000 Penalty: 3149.225098
	Iteration 30Q: 3 clusters Score -1762554 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -1762584.500000 Penalty: 3149.225098
	Iteration 31Q: 3 clusters Score -1762584 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -1762610.125000 Penalty: 3149.225098
	Iteration 32Q: 3 clusters Score -1762610 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -1762625.250000 Penalty: 3149.225098
	Iteration 33Q: 3 clusters Score -1762625 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -1762642.625000 Penalty: 3149.225098
	Iteration 34Q: 3 clusters Score -1762643 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -1762657.000000 Penalty: 3149.225098
	Iteration 35Q: 3 clusters Score -1762657 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -1762673.875000 Penalty: 3149.225098
	Iteration 36Q: 3 clusters Score -1762674 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -1762692.625000 Penalty: 3149.225098
	Iteration 37Q: 3 clusters Score -1762693 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -1762704.125000 Penalty: 3149.225098
	Iteration 38Q: 3 clusters Score -1762704 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -1762724.250000 Penalty: 3149.225098
	Iteration 39Q: 3 clusters Score -1762724 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -1762737.125000 Penalty: 3149.225098
	Iteration 40F: 3 clusters Score -1762737 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -1762753.000000 Penalty: 3149.225098
	Iteration 41Q: 3 clusters Score -1762753 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -1762763.875000 Penalty: 3149.225098
	Iteration 42Q: 3 clusters Score -1762764 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -1762777.500000 Penalty: 3149.225098
	Iteration 43Q: 3 clusters Score -1762778 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -1762789.750000 Penalty: 3149.225098
	Iteration 44Q: 3 clusters Score -1762790 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -1762801.000000 Penalty: 3149.225098
	Iteration 45Q: 3 clusters Score -1762801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -1762802.000000 Penalty: 3149.225098
	Iteration 46Q: 3 clusters Score -1762802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -1762812.625000 Penalty: 3149.225098
	Iteration 47Q: 3 clusters Score -1762813 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -1762817.375000 Penalty: 3149.225098
	Iteration 48Q: 3 clusters Score -1762817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -1762817.125000 Penalty: 3149.225098
	Iteration 49Q: 3 clusters Score -1762817 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -1762817.250000 Penalty: 3149.225098
	Iteration 50Q: 3 clusters Score -1762817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -1762821.750000 Penalty: 3149.225098
	Iteration 51Q: 3 clusters Score -1762822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -1762819.875000 Penalty: 3149.225098
	Iteration 52Q: 3 clusters Score -1762820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -1762826.125000 Penalty: 3149.225098
	Iteration 53Q: 3 clusters Score -1762826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -1762830.000000 Penalty: 3149.225098
	Iteration 54Q: 3 clusters Score -1762830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -1762835.375000 Penalty: 3149.225098
	Iteration 55Q: 3 clusters Score -1762835 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -1762841.625000 Penalty: 3149.225098
	Iteration 56Q: 3 clusters Score -1762842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -1762845.625000 Penalty: 3149.225098
	Iteration 57Q: 3 clusters Score -1762846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -1762851.500000 Penalty: 3149.225098
	Iteration 58Q: 3 clusters Score -1762852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -1762858.375000 Penalty: 3149.225098
	Iteration 59Q: 3 clusters Score -1762858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -1762861.500000 Penalty: 3149.225098
	Iteration 60F: 3 clusters Score -1762862 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -1762869.625000 Penalty: 3149.225098
	Iteration 61Q: 3 clusters Score -1762870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -1762873.375000 Penalty: 3149.225098
	Iteration 62Q: 3 clusters Score -1762873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -1762875.875000 Penalty: 3149.225098
	Iteration 63Q: 3 clusters Score -1762876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -1762881.000000 Penalty: 3149.225098
	Iteration 64Q: 3 clusters Score -1762881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -1762883.000000 Penalty: 3149.225098
	Iteration 65Q: 3 clusters Score -1762883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -1762885.875000 Penalty: 3149.225098
	Iteration 66Q: 3 clusters Score -1762886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -1762886.000000 Penalty: 3149.225098
	Iteration 67Q: 3 clusters Score -1762886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -1762890.625000 Penalty: 3149.225098
	Iteration 68Q: 3 clusters Score -1762891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -1762895.375000 Penalty: 3149.225098
	Iteration 69Q: 3 clusters Score -1762895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -1762895.625000 Penalty: 3149.225098
	Iteration 70Q: 3 clusters Score -1762896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -1762896.750000 Penalty: 3149.225098
	Iteration 71Q: 3 clusters Score -1762897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -1762896.750000 Penalty: 3149.225098
	Iteration 72Q: 3 clusters Score -1762897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -1762898.750000 Penalty: 3149.225098
	Iteration 73Q: 3 clusters Score -1762899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -1762903.875000 Penalty: 3149.225098
	Iteration 74Q: 3 clusters Score -1762904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -1762906.125000 Penalty: 3149.225098
	Iteration 75Q: 3 clusters Score -1762906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -1762909.625000 Penalty: 3149.225098
	Iteration 76Q: 3 clusters Score -1762910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -1762909.875000 Penalty: 3149.225098
	Iteration 77Q: 3 clusters Score -1762910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -1762913.375000 Penalty: 3149.225098
	Iteration 78Q: 3 clusters Score -1762913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -1762912.500000 Penalty: 3149.225098
	Iteration 79Q: 3 clusters Score -1762912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -1762913.375000 Penalty: 3149.225098
	Iteration 80F: 3 clusters Score -1762913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -1762914.250000 Penalty: 3149.225098
	Iteration 81Q: 3 clusters Score -1762914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -1762914.250000 Penalty: 3149.225098
	Iteration 82F: 3 clusters Score -1762914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Entering Unmasked Estep 
Score: -939998.937500 Penalty: 1467.494385
	Iteration 0F: 2 clusters Score -939998.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -933916.000000 Penalty: 2934.988770
	Iteration 0F: 3 clusters Score -933916 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -935782.312500 Penalty: 2934.988770
	Iteration 1F: 3 clusters Score -935782.3 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -936014.562500 Penalty: 2934.988770
	Iteration 2F: 3 clusters Score -936014.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -936166.625000 Penalty: 2934.988770
	Iteration 3Q: 3 clusters Score -936166.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -936281.812500 Penalty: 2934.988770
	Iteration 4Q: 3 clusters Score -936281.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -936393.625000 Penalty: 2934.988770
	Iteration 5Q: 3 clusters Score -936393.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -936508.250000 Penalty: 2934.988770
	Iteration 6Q: 3 clusters Score -936508.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -936650.062500 Penalty: 2934.988770
	Iteration 7Q: 3 clusters Score -936650.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -936820.687500 Penalty: 2934.988770
	Iteration 8Q: 3 clusters Score -936820.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -936986.312500 Penalty: 2934.988770
	Iteration 9Q: 3 clusters Score -936986.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -937161.187500 Penalty: 2934.988770
	Iteration 10Q: 3 clusters Score -937161.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -937336.625000 Penalty: 2934.988770
	Iteration 11Q: 3 clusters Score -937336.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -937520.437500 Penalty: 2934.988770
	Iteration 12Q: 3 clusters Score -937520.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -937708.187500 Penalty: 2934.988770
	Iteration 13Q: 3 clusters Score -937708.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -937869.750000 Penalty: 2934.988770
	Iteration 14Q: 3 clusters Score -937869.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -938022.500000 Penalty: 2934.988770
	Iteration 15Q: 3 clusters Score -938022.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -938161.125000 Penalty: 2934.988770
	Iteration 16Q: 3 clusters Score -938161.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -938255.125000 Penalty: 2934.988770
	Iteration 17Q: 3 clusters Score -938255.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -938324.187500 Penalty: 2934.988770
	Iteration 18Q: 3 clusters Score -938324.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -938383.875000 Penalty: 2934.988770
	Iteration 19Q: 3 clusters Score -938383.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -938432.312500 Penalty: 2934.988770
	Iteration 20F: 3 clusters Score -938432.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -938484.562500 Penalty: 2934.988770
	Iteration 21Q: 3 clusters Score -938484.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -938531.187500 Penalty: 2934.988770
	Iteration 22Q: 3 clusters Score -938531.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -938554.562500 Penalty: 2934.988770
	Iteration 23Q: 3 clusters Score -938554.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -938575.250000 Penalty: 2934.988770
	Iteration 24Q: 3 clusters Score -938575.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -938595.875000 Penalty: 2934.988770
	Iteration 25Q: 3 clusters Score -938595.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -938608.750000 Penalty: 2934.988770
	Iteration 26Q: 3 clusters Score -938608.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -938614.000000 Penalty: 2934.988770
	Iteration 27Q: 3 clusters Score -938614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -938622.000000 Penalty: 2934.988770
	Iteration 28Q: 3 clusters Score -938622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -938630.375000 Penalty: 2934.988770
	Iteration 29Q: 3 clusters Score -938630.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -938637.437500 Penalty: 2934.988770
	Iteration 30Q: 3 clusters Score -938637.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -938645.437500 Penalty: 2934.988770
	Iteration 31Q: 3 clusters Score -938645.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -938651.875000 Penalty: 2934.988770
	Iteration 32Q: 3 clusters Score -938651.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -938657.125000 Penalty: 2934.988770
	Iteration 33Q: 3 clusters Score -938657.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -938665.062500 Penalty: 2934.988770
	Iteration 34Q: 3 clusters Score -938665.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -938672.375000 Penalty: 2934.988770
	Iteration 35Q: 3 clusters Score -938672.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -938677.062500 Penalty: 2934.988770
	Iteration 36Q: 3 clusters Score -938677.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -938683.562500 Penalty: 2934.988770
	Iteration 37Q: 3 clusters Score -938683.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -938685.625000 Penalty: 2934.988770
	Iteration 38Q: 3 clusters Score -938685.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -938686.687500 Penalty: 2934.988770
	Iteration 39Q: 3 clusters Score -938686.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -938687.187500 Penalty: 2934.988770
	Iteration 40F: 3 clusters Score -938687.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (53831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53831 members 
Entering Unmasked Estep 
Score: -6126841.000000 Penalty: 1770.210815
	Iteration 0F: 2 clusters Score -6126841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -6090873.000000 Penalty: 3540.421631
	Iteration 0F: 3 clusters Score -6090873 nChanged 25266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -6104967.500000 Penalty: 3540.421631
	Iteration 1F: 3 clusters Score -6104968 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 29082 members 
Entering Unmasked Estep 
Score: -6105509.500000 Penalty: 3540.421631
	Iteration 2Q: 3 clusters Score -6105510 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -6106045.000000 Penalty: 3540.421631
	Iteration 3Q: 3 clusters Score -6106045 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 31743 members 
Entering Unmasked Estep 
Score: -6106806.000000 Penalty: 3540.421631
	Iteration 4Q: 3 clusters Score -6106806 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 34076 members 
Entering Unmasked Estep 
Score: -6108164.500000 Penalty: 3540.421631
	Iteration 5Q: 3 clusters Score -6108164 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 37266 members 
Entering Unmasked Estep 
Score: -6110349.000000 Penalty: 3540.421631
	Iteration 6F: 3 clusters Score -6110349 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 41168 members 
Entering Unmasked Estep 
Score: -6113515.000000 Penalty: 3540.421631
	Iteration 7F: 3 clusters Score -6113515 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 45361 members 
Entering Unmasked Estep 
Score: -6117305.500000 Penalty: 3540.421631
	Iteration 8F: 3 clusters Score -6117306 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 49101 members 
Entering Unmasked Estep 
Score: -6120955.000000 Penalty: 3540.421631
	Iteration 9F: 3 clusters Score -6120955 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 51532 members 
Entering Unmasked Estep 
Score: -6123285.000000 Penalty: 3540.421631
	Iteration 10Q: 3 clusters Score -6123285 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 52781 members 
Entering Unmasked Estep 
Score: -6124465.500000 Penalty: 3540.421631
	Iteration 11Q: 3 clusters Score -6124466 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 53290 members 
Entering Unmasked Estep 
Score: -6124954.500000 Penalty: 3540.421631
	Iteration 12Q: 3 clusters Score -6124954 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 53467 members 
Entering Unmasked Estep 
Score: -6125157.500000 Penalty: 3540.421631
	Iteration 13Q: 3 clusters Score -6125158 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 53536 members 
Entering Unmasked Estep 
Score: -6125240.000000 Penalty: 3540.421631
	Iteration 14Q: 3 clusters Score -6125240 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 53553 members 
Entering Unmasked Estep 
Score: -6125294.500000 Penalty: 3540.421631
	Iteration 15Q: 3 clusters Score -6125294 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 53570 members 
Entering Unmasked Estep 
Score: -6125324.500000 Penalty: 3540.421631
	Iteration 16Q: 3 clusters Score -6125324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 53582 members 
Entering Unmasked Estep 
Score: -6125336.500000 Penalty: 3540.421631
	Iteration 17Q: 3 clusters Score -6125336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 53584 members 
Entering Unmasked Estep 
Score: -6125342.000000 Penalty: 3540.421631
	Iteration 18Q: 3 clusters Score -6125342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 53585 members 
Entering Unmasked Estep 
Score: -6125351.500000 Penalty: 3540.421631
	Iteration 19Q: 3 clusters Score -6125352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 53585 members 
Entering Unmasked Estep 
Score: -6125353.000000 Penalty: 3540.421631
	Iteration 20F: 3 clusters Score -6125353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 53587 members 
Entering Unmasked Estep 
Score: -6125355.000000 Penalty: 3540.421631
	Iteration 21Q: 3 clusters Score -6125355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 53588 members 
Entering Unmasked Estep 
Score: -6125359.000000 Penalty: 3540.421631
	Iteration 22Q: 3 clusters Score -6125359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 53589 members 
Entering Unmasked Estep 
Score: -6125358.000000 Penalty: 3540.421631
	Iteration 23Q: 3 clusters Score -6125358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 53590 members 
Entering Unmasked Estep 
Score: -6125361.000000 Penalty: 3540.421631
	Iteration 24Q: 3 clusters Score -6125361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 53590 members 
Entering Unmasked Estep 
Score: -6125361.000000 Penalty: 3540.421631
	Iteration 25F: 3 clusters Score -6125361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Entering Unmasked Estep 
Score: -436921.343750 Penalty: 1351.199951
	Iteration 0F: 2 clusters Score -436921.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -433557.500000 Penalty: 2702.399902
	Iteration 0F: 3 clusters Score -433557.5 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -434436.500000 Penalty: 2702.399902
	Iteration 1F: 3 clusters Score -434436.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -434668.625000 Penalty: 2702.399902
	Iteration 2F: 3 clusters Score -434668.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -434940.250000 Penalty: 2702.399902
	Iteration 3F: 3 clusters Score -434940.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -435266.750000 Penalty: 2702.399902
	Iteration 4F: 3 clusters Score -435266.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -435595.562500 Penalty: 2702.399902
	Iteration 5F: 3 clusters Score -435595.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -435837.968750 Penalty: 2702.399902
	Iteration 6F: 3 clusters Score -435838 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -435991.750000 Penalty: 2702.399902
	Iteration 7F: 3 clusters Score -435991.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -436072.343750 Penalty: 2702.399902
	Iteration 8Q: 3 clusters Score -436072.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -436111.218750 Penalty: 2702.399902
	Iteration 9Q: 3 clusters Score -436111.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -436133.125000 Penalty: 2702.399902
	Iteration 10Q: 3 clusters Score -436133.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -436147.312500 Penalty: 2702.399902
	Iteration 11Q: 3 clusters Score -436147.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -436156.000000 Penalty: 2702.399902
	Iteration 12Q: 3 clusters Score -436156 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -436164.187500 Penalty: 2702.399902
	Iteration 13Q: 3 clusters Score -436164.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -436171.218750 Penalty: 2702.399902
	Iteration 14Q: 3 clusters Score -436171.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -436179.406250 Penalty: 2702.399902
	Iteration 15Q: 3 clusters Score -436179.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -436184.531250 Penalty: 2702.399902
	Iteration 16Q: 3 clusters Score -436184.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -436191.656250 Penalty: 2702.399902
	Iteration 17Q: 3 clusters Score -436191.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -436197.468750 Penalty: 2702.399902
	Iteration 18Q: 3 clusters Score -436197.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -436202.687500 Penalty: 2702.399902
	Iteration 19Q: 3 clusters Score -436202.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -436207.218750 Penalty: 2702.399902
	Iteration 20F: 3 clusters Score -436207.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -436211.187500 Penalty: 2702.399902
	Iteration 21Q: 3 clusters Score -436211.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -436213.250000 Penalty: 2702.399902
	Iteration 22Q: 3 clusters Score -436213.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -436218.468750 Penalty: 2702.399902
	Iteration 23Q: 3 clusters Score -436218.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -436220.406250 Penalty: 2702.399902
	Iteration 24Q: 3 clusters Score -436220.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -436223.562500 Penalty: 2702.399902
	Iteration 25Q: 3 clusters Score -436223.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -436225.125000 Penalty: 2702.399902
	Iteration 26Q: 3 clusters Score -436225.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -436225.875000 Penalty: 2702.399902
	Iteration 27Q: 3 clusters Score -436225.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -436225.875000 Penalty: 2702.399902
	Iteration 28F: 3 clusters Score -436225.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Entering Unmasked Estep 
Score: -45788.105469 Penalty: 1021.171814
	Iteration 0F: 2 clusters Score -45788.11 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 251 members 
Entering Unmasked Estep 
Score: -44774.402344 Penalty: 2042.343628
	Iteration 0F: 3 clusters Score -44774.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -44961.785156 Penalty: 2042.343628
	Iteration 1F: 3 clusters Score -44961.79 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -45093.792969 Penalty: 2042.343628
	Iteration 2F: 3 clusters Score -45093.79 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -45229.515625 Penalty: 2042.343628
	Iteration 3F: 3 clusters Score -45229.52 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -45311.261719 Penalty: 2042.343628
	Iteration 4F: 3 clusters Score -45311.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -45360.078125 Penalty: 2042.343628
	Iteration 5Q: 3 clusters Score -45360.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -45394.488281 Penalty: 2042.343628
	Iteration 6Q: 3 clusters Score -45394.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -45409.945312 Penalty: 2042.343628
	Iteration 7Q: 3 clusters Score -45409.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -45426.839844 Penalty: 2042.343628
	Iteration 8Q: 3 clusters Score -45426.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -45464.113281 Penalty: 2042.343628
	Iteration 9Q: 3 clusters Score -45464.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -45468.222656 Penalty: 2042.343628
	Iteration 10Q: 3 clusters Score -45468.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -45476.597656 Penalty: 2042.343628
	Iteration 11Q: 3 clusters Score -45476.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -45485.886719 Penalty: 2042.343628
	Iteration 12Q: 3 clusters Score -45485.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -45496.449219 Penalty: 2042.343628
	Iteration 13Q: 3 clusters Score -45496.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -45498.691406 Penalty: 2042.343628
	Iteration 14Q: 3 clusters Score -45498.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -45498.691406 Penalty: 2042.343628
	Iteration 15F: 3 clusters Score -45498.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Entering Unmasked Estep 
Score: -187674.968750 Penalty: 1227.834595
	Iteration 0F: 2 clusters Score -187675 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 973 members 
Entering Unmasked Estep 
Score: -185640.875000 Penalty: 2455.669189
	Iteration 0F: 3 clusters Score -185640.9 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -186078.312500 Penalty: 2455.669189
	Iteration 1F: 3 clusters Score -186078.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -186216.500000 Penalty: 2455.669189
	Iteration 2F: 3 clusters Score -186216.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -186305.890625 Penalty: 2455.669189
	Iteration 3F: 3 clusters Score -186305.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -186371.609375 Penalty: 2455.669189
	Iteration 4Q: 3 clusters Score -186371.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -186431.218750 Penalty: 2455.669189
	Iteration 5Q: 3 clusters Score -186431.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -186491.890625 Penalty: 2455.669189
	Iteration 6Q: 3 clusters Score -186491.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -186524.000000 Penalty: 2455.669189
	Iteration 7Q: 3 clusters Score -186524 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -186545.078125 Penalty: 2455.669189
	Iteration 8Q: 3 clusters Score -186545.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -186561.171875 Penalty: 2455.669189
	Iteration 9Q: 3 clusters Score -186561.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -186576.093750 Penalty: 2455.669189
	Iteration 10Q: 3 clusters Score -186576.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -186592.406250 Penalty: 2455.669189
	Iteration 11Q: 3 clusters Score -186592.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -186600.421875 Penalty: 2455.669189
	Iteration 12Q: 3 clusters Score -186600.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -186604.625000 Penalty: 2455.669189
	Iteration 13Q: 3 clusters Score -186604.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -186611.421875 Penalty: 2455.669189
	Iteration 14Q: 3 clusters Score -186611.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -186617.359375 Penalty: 2455.669189
	Iteration 15Q: 3 clusters Score -186617.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -186622.781250 Penalty: 2455.669189
	Iteration 16Q: 3 clusters Score -186622.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -186626.390625 Penalty: 2455.669189
	Iteration 17Q: 3 clusters Score -186626.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -186630.031250 Penalty: 2455.669189
	Iteration 18Q: 3 clusters Score -186630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -186632.765625 Penalty: 2455.669189
	Iteration 19Q: 3 clusters Score -186632.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -186634.828125 Penalty: 2455.669189
	Iteration 20F: 3 clusters Score -186634.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -186638.437500 Penalty: 2455.669189
	Iteration 21Q: 3 clusters Score -186638.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -186639.500000 Penalty: 2455.669189
	Iteration 22Q: 3 clusters Score -186639.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -186641.734375 Penalty: 2455.669189
	Iteration 23Q: 3 clusters Score -186641.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -186643.093750 Penalty: 2455.669189
	Iteration 24Q: 3 clusters Score -186643.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -186644.078125 Penalty: 2455.669189
	Iteration 25Q: 3 clusters Score -186644.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -186644.625000 Penalty: 2455.669189
	Iteration 26Q: 3 clusters Score -186644.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -186646.750000 Penalty: 2455.669189
	Iteration 27Q: 3 clusters Score -186646.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -186648.750000 Penalty: 2455.669189
	Iteration 28Q: 3 clusters Score -186648.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -186650.531250 Penalty: 2455.669189
	Iteration 29Q: 3 clusters Score -186650.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -186654.875000 Penalty: 2455.669189
	Iteration 30Q: 3 clusters Score -186654.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -186658.250000 Penalty: 2455.669189
	Iteration 31Q: 3 clusters Score -186658.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -186666.359375 Penalty: 2455.669189
	Iteration 32Q: 3 clusters Score -186666.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -186675.921875 Penalty: 2455.669189
	Iteration 33Q: 3 clusters Score -186675.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -186684.593750 Penalty: 2455.669189
	Iteration 34Q: 3 clusters Score -186684.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -186695.812500 Penalty: 2455.669189
	Iteration 35Q: 3 clusters Score -186695.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -186707.031250 Penalty: 2455.669189
	Iteration 36Q: 3 clusters Score -186707 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -186717.609375 Penalty: 2455.669189
	Iteration 37Q: 3 clusters Score -186717.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -186728.718750 Penalty: 2455.669189
	Iteration 38Q: 3 clusters Score -186728.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -186733.640625 Penalty: 2455.669189
	Iteration 39Q: 3 clusters Score -186733.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -186737.765625 Penalty: 2455.669189
	Iteration 40F: 3 clusters Score -186737.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -186740.718750 Penalty: 2455.669189
	Iteration 41Q: 3 clusters Score -186740.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -186744.421875 Penalty: 2455.669189
	Iteration 42Q: 3 clusters Score -186744.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -186746.703125 Penalty: 2455.669189
	Iteration 43Q: 3 clusters Score -186746.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -186748.484375 Penalty: 2455.669189
	Iteration 44Q: 3 clusters Score -186748.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -186750.265625 Penalty: 2455.669189
	Iteration 45Q: 3 clusters Score -186750.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -186751.312500 Penalty: 2455.669189
	Iteration 46Q: 3 clusters Score -186751.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -186752.453125 Penalty: 2455.669189
	Iteration 47Q: 3 clusters Score -186752.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -186753.875000 Penalty: 2455.669189
	Iteration 48Q: 3 clusters Score -186753.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -186756.687500 Penalty: 2455.669189
	Iteration 49Q: 3 clusters Score -186756.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -186758.000000 Penalty: 2455.669189
	Iteration 50Q: 3 clusters Score -186758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -186763.531250 Penalty: 2455.669189
	Iteration 51Q: 3 clusters Score -186763.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -186765.687500 Penalty: 2455.669189
	Iteration 52Q: 3 clusters Score -186765.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -186767.390625 Penalty: 2455.669189
	Iteration 53Q: 3 clusters Score -186767.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -186768.140625 Penalty: 2455.669189
	Iteration 54Q: 3 clusters Score -186768.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -186768.140625 Penalty: 2455.669189
	Iteration 55F: 3 clusters Score -186768.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Entering Unmasked Estep 
Score: -1182425.625000 Penalty: 1492.932495
	Iteration 0F: 2 clusters Score -1182426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1175375.125000 Penalty: 2985.864990
	Iteration 0F: 3 clusters Score -1175375 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1177666.125000 Penalty: 2985.864990
	Iteration 1F: 3 clusters Score -1177666 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1177868.750000 Penalty: 2985.864990
	Iteration 2F: 3 clusters Score -1177869 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1178000.875000 Penalty: 2985.864990
	Iteration 3Q: 3 clusters Score -1178001 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1178089.500000 Penalty: 2985.864990
	Iteration 4Q: 3 clusters Score -1178090 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1178155.750000 Penalty: 2985.864990
	Iteration 5Q: 3 clusters Score -1178156 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1178229.750000 Penalty: 2985.864990
	Iteration 6Q: 3 clusters Score -1178230 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1178281.125000 Penalty: 2985.864990
	Iteration 7Q: 3 clusters Score -1178281 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1178330.625000 Penalty: 2985.864990
	Iteration 8Q: 3 clusters Score -1178331 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1178376.375000 Penalty: 2985.864990
	Iteration 9Q: 3 clusters Score -1178376 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1178445.375000 Penalty: 2985.864990
	Iteration 10Q: 3 clusters Score -1178445 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1178531.375000 Penalty: 2985.864990
	Iteration 11Q: 3 clusters Score -1178531 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1178629.875000 Penalty: 2985.864990
	Iteration 12Q: 3 clusters Score -1178630 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1178713.375000 Penalty: 2985.864990
	Iteration 13Q: 3 clusters Score -1178713 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1178782.625000 Penalty: 2985.864990
	Iteration 14Q: 3 clusters Score -1178783 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1178926.000000 Penalty: 2985.864990
	Iteration 15Q: 3 clusters Score -1178926 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1179117.125000 Penalty: 2985.864990
	Iteration 16Q: 3 clusters Score -1179117 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1179317.125000 Penalty: 2985.864990
	Iteration 17Q: 3 clusters Score -1179317 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1179558.125000 Penalty: 2985.864990
	Iteration 18Q: 3 clusters Score -1179558 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1179756.750000 Penalty: 2985.864990
	Iteration 19Q: 3 clusters Score -1179757 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1179981.750000 Penalty: 2985.864990
	Iteration 20F: 3 clusters Score -1179982 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1180150.375000 Penalty: 2985.864990
	Iteration 21Q: 3 clusters Score -1180150 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1180329.625000 Penalty: 2985.864990
	Iteration 22Q: 3 clusters Score -1180330 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1180463.250000 Penalty: 2985.864990
	Iteration 23Q: 3 clusters Score -1180463 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1180640.500000 Penalty: 2985.864990
	Iteration 24Q: 3 clusters Score -1180640 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1180765.125000 Penalty: 2985.864990
	Iteration 25Q: 3 clusters Score -1180765 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1180846.500000 Penalty: 2985.864990
	Iteration 26Q: 3 clusters Score -1180846 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1180921.875000 Penalty: 2985.864990
	Iteration 27Q: 3 clusters Score -1180922 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1180959.750000 Penalty: 2985.864990
	Iteration 28Q: 3 clusters Score -1180960 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1180992.875000 Penalty: 2985.864990
	Iteration 29Q: 3 clusters Score -1180993 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1181043.125000 Penalty: 2985.864990
	Iteration 30Q: 3 clusters Score -1181043 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1181047.250000 Penalty: 2985.864990
	Iteration 31Q: 3 clusters Score -1181047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1181073.000000 Penalty: 2985.864990
	Iteration 32Q: 3 clusters Score -1181073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1181083.625000 Penalty: 2985.864990
	Iteration 33Q: 3 clusters Score -1181084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1181091.000000 Penalty: 2985.864990
	Iteration 34Q: 3 clusters Score -1181091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1181100.625000 Penalty: 2985.864990
	Iteration 35Q: 3 clusters Score -1181101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1181091.625000 Penalty: 2985.864990
	Iteration 36Q: 3 clusters Score -1181092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1181103.750000 Penalty: 2985.864990
	Iteration 37Q: 3 clusters Score -1181104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1181111.000000 Penalty: 2985.864990
	Iteration 38Q: 3 clusters Score -1181111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1181105.250000 Penalty: 2985.864990
	Iteration 39Q: 3 clusters Score -1181105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1181113.500000 Penalty: 2985.864990
	Iteration 40F: 3 clusters Score -1181114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1181120.250000 Penalty: 2985.864990
	Iteration 41Q: 3 clusters Score -1181120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1181121.500000 Penalty: 2985.864990
	Iteration 42Q: 3 clusters Score -1181122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1181121.500000 Penalty: 2985.864990
	Iteration 43F: 3 clusters Score -1181122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Entering Unmasked Estep 
Score: -70595.335938 Penalty: 1061.504272
	Iteration 0F: 2 clusters Score -70595.34 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 332 members 
Entering Unmasked Estep 
Score: -69362.117188 Penalty: 2123.008545
	Iteration 0F: 3 clusters Score -69362.12 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -69552.218750 Penalty: 2123.008545
	Iteration 1F: 3 clusters Score -69552.22 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -69613.820312 Penalty: 2123.008545
	Iteration 2F: 3 clusters Score -69613.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -69665.687500 Penalty: 2123.008545
	Iteration 3Q: 3 clusters Score -69665.69 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -69730.984375 Penalty: 2123.008545
	Iteration 4Q: 3 clusters Score -69730.98 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -69813.062500 Penalty: 2123.008545
	Iteration 5F: 3 clusters Score -69813.06 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -69892.546875 Penalty: 2123.008545
	Iteration 6F: 3 clusters Score -69892.55 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -69950.273438 Penalty: 2123.008545
	Iteration 7Q: 3 clusters Score -69950.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -69989.343750 Penalty: 2123.008545
	Iteration 8Q: 3 clusters Score -69989.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -70005.625000 Penalty: 2123.008545
	Iteration 9Q: 3 clusters Score -70005.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -70028.914062 Penalty: 2123.008545
	Iteration 10Q: 3 clusters Score -70028.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -70039.125000 Penalty: 2123.008545
	Iteration 11Q: 3 clusters Score -70039.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -70043.773438 Penalty: 2123.008545
	Iteration 12Q: 3 clusters Score -70043.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -70046.164062 Penalty: 2123.008545
	Iteration 13Q: 3 clusters Score -70046.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -70048.492188 Penalty: 2123.008545
	Iteration 14Q: 3 clusters Score -70048.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -70048.992188 Penalty: 2123.008545
	Iteration 15Q: 3 clusters Score -70048.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -70048.992188 Penalty: 2123.008545
	Iteration 16F: 3 clusters Score -70048.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Entering Unmasked Estep 
Score: -13647.584961 Penalty: 891.279541
	Iteration 0F: 2 clusters Score -13647.58 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 123 members 
Entering Unmasked Estep 
Score: -12914.961914 Penalty: 1782.559082
	Iteration 0F: 3 clusters Score -12914.96 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -13061.720703 Penalty: 1782.559082
	Iteration 1F: 3 clusters Score -13061.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -13120.592773 Penalty: 1782.559082
	Iteration 2F: 3 clusters Score -13120.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -13150.233398 Penalty: 1782.559082
	Iteration 3Q: 3 clusters Score -13150.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -13158.933594 Penalty: 1782.559082
	Iteration 4Q: 3 clusters Score -13158.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -13167.257812 Penalty: 1782.559082
	Iteration 5Q: 3 clusters Score -13167.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -13171.527344 Penalty: 1782.559082
	Iteration 6Q: 3 clusters Score -13171.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -13173.214844 Penalty: 1782.559082
	Iteration 7Q: 3 clusters Score -13173.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -13215.708984 Penalty: 1782.559082
	Iteration 8Q: 3 clusters Score -13215.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -13230.295898 Penalty: 1782.559082
	Iteration 9Q: 3 clusters Score -13230.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -13234.746094 Penalty: 1782.559082
	Iteration 10Q: 3 clusters Score -13234.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -13236.827148 Penalty: 1782.559082
	Iteration 11Q: 3 clusters Score -13236.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -13236.827148 Penalty: 1782.559082
	Iteration 12F: 3 clusters Score -13236.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (145929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145929 members 
Entering Unmasked Estep 
Score: -17269292.000000 Penalty: 1932.267334
	Iteration 0F: 2 clusters Score -1.726929e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73012 members 
Mstep: Class 2 contains 72917 members 
Entering Unmasked Estep 
Score: -17189532.000000 Penalty: 3864.534668
	Iteration 0F: 3 clusters Score -1.718953e+07 nChanged 70446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72870 members 
Mstep: Class 2 contains 73059 members 
Entering Unmasked Estep 
Score: -17231212.000000 Penalty: 3864.534668
	Iteration 1F: 3 clusters Score -1.723121e+07 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71607 members 
Mstep: Class 2 contains 74322 members 
Entering Unmasked Estep 
Score: -17232110.000000 Penalty: 3864.534668
	Iteration 2Q: 3 clusters Score -1.723211e+07 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69328 members 
Mstep: Class 2 contains 76601 members 
Entering Unmasked Estep 
Score: -17233532.000000 Penalty: 3864.534668
	Iteration 3Q: 3 clusters Score -1.723353e+07 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65640 members 
Mstep: Class 2 contains 80289 members 
Entering Unmasked Estep 
Score: -17235882.000000 Penalty: 3864.534668
	Iteration 4Q: 3 clusters Score -1.723588e+07 nChanged 7427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60001 members 
Mstep: Class 2 contains 85928 members 
Entering Unmasked Estep 
Score: -17240946.000000 Penalty: 3864.534668
	Iteration 5F: 3 clusters Score -1.724095e+07 nChanged 9502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53669 members 
Mstep: Class 2 contains 92260 members 
Entering Unmasked Estep 
Score: -17247962.000000 Penalty: 3864.534668
	Iteration 6F: 3 clusters Score -1.724796e+07 nChanged 10900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49847 members 
Mstep: Class 2 contains 96082 members 
Entering Unmasked Estep 
Score: -17257510.000000 Penalty: 3864.534668
	Iteration 7F: 3 clusters Score -1.725751e+07 nChanged 11497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50180 members 
Mstep: Class 2 contains 95749 members 
Entering Unmasked Estep 
Score: -17268692.000000 Penalty: 3864.534668
	Iteration 8F: 3 clusters Score -1.726869e+07 nChanged 9681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52403 members 
Mstep: Class 2 contains 93526 members 
Entering Unmasked Estep 
Score: -17276148.000000 Penalty: 3864.534668
	Iteration 9F: 3 clusters Score -1.727615e+07 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54246 members 
Mstep: Class 2 contains 91683 members 
Entering Unmasked Estep 
Score: -17279732.000000 Penalty: 3864.534668
	Iteration 10Q: 3 clusters Score -1.727973e+07 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54959 members 
Mstep: Class 2 contains 90970 members 
Entering Unmasked Estep 
Score: -17281616.000000 Penalty: 3864.534668
	Iteration 11Q: 3 clusters Score -1.728162e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55405 members 
Mstep: Class 2 contains 90524 members 
Entering Unmasked Estep 
Score: -17283002.000000 Penalty: 3864.534668
	Iteration 12Q: 3 clusters Score -1.7283e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55564 members 
Mstep: Class 2 contains 90365 members 
Entering Unmasked Estep 
Score: -17283838.000000 Penalty: 3864.534668
	Iteration 13Q: 3 clusters Score -1.728384e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55439 members 
Mstep: Class 2 contains 90490 members 
Entering Unmasked Estep 
Score: -17284382.000000 Penalty: 3864.534668
	Iteration 14Q: 3 clusters Score -1.728438e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55264 members 
Mstep: Class 2 contains 90665 members 
Entering Unmasked Estep 
Score: -17284716.000000 Penalty: 3864.534668
	Iteration 15Q: 3 clusters Score -1.728472e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54883 members 
Mstep: Class 2 contains 91046 members 
Entering Unmasked Estep 
Score: -17284886.000000 Penalty: 3864.534668
	Iteration 16Q: 3 clusters Score -1.728489e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54722 members 
Mstep: Class 2 contains 91207 members 
Entering Unmasked Estep 
Score: -17284870.000000 Penalty: 3864.534668
	Iteration 17Q: 3 clusters Score -1.728487e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54728 members 
Mstep: Class 2 contains 91201 members 
Entering Unmasked Estep 
Score: -17284916.000000 Penalty: 3864.534668
	Iteration 18Q: 3 clusters Score -1.728492e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54515 members 
Mstep: Class 2 contains 91414 members 
Entering Unmasked Estep 
Score: -17284896.000000 Penalty: 3864.534668
	Iteration 19Q: 3 clusters Score -1.72849e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54348 members 
Mstep: Class 2 contains 91581 members 
Entering Unmasked Estep 
Score: -17284950.000000 Penalty: 3864.534668
	Iteration 20F: 3 clusters Score -1.728495e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54317 members 
Mstep: Class 2 contains 91612 members 
Entering Unmasked Estep 
Score: -17284974.000000 Penalty: 3864.534668
	Iteration 21Q: 3 clusters Score -1.728497e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54201 members 
Mstep: Class 2 contains 91728 members 
Entering Unmasked Estep 
Score: -17284974.000000 Penalty: 3864.534668
	Iteration 22Q: 3 clusters Score -1.728497e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54048 members 
Mstep: Class 2 contains 91881 members 
Entering Unmasked Estep 
Score: -17284958.000000 Penalty: 3864.534668
	Iteration 23Q: 3 clusters Score -1.728496e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54087 members 
Mstep: Class 2 contains 91842 members 
Entering Unmasked Estep 
Score: -17284948.000000 Penalty: 3864.534668
	Iteration 24Q: 3 clusters Score -1.728495e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54099 members 
Mstep: Class 2 contains 91830 members 
Entering Unmasked Estep 
Score: -17284970.000000 Penalty: 3864.534668
	Iteration 25Q: 3 clusters Score -1.728497e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54073 members 
Mstep: Class 2 contains 91856 members 
Entering Unmasked Estep 
Score: -17284930.000000 Penalty: 3864.534668
	Iteration 26Q: 3 clusters Score -1.728493e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54093 members 
Mstep: Class 2 contains 91836 members 
Entering Unmasked Estep 
Score: -17284966.000000 Penalty: 3864.534668
	Iteration 27Q: 3 clusters Score -1.728497e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54115 members 
Mstep: Class 2 contains 91814 members 
Entering Unmasked Estep 
Score: -17284946.000000 Penalty: 3864.534668
	Iteration 28Q: 3 clusters Score -1.728495e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54100 members 
Mstep: Class 2 contains 91829 members 
Entering Unmasked Estep 
Score: -17284936.000000 Penalty: 3864.534668
	Iteration 29Q: 3 clusters Score -1.728494e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54033 members 
Mstep: Class 2 contains 91896 members 
Entering Unmasked Estep 
Score: -17284934.000000 Penalty: 3864.534668
	Iteration 30Q: 3 clusters Score -1.728493e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54066 members 
Mstep: Class 2 contains 91863 members 
Entering Unmasked Estep 
Score: -17284904.000000 Penalty: 3864.534668
	Iteration 31Q: 3 clusters Score -1.72849e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54111 members 
Mstep: Class 2 contains 91818 members 
Entering Unmasked Estep 
Score: -17284918.000000 Penalty: 3864.534668
	Iteration 32Q: 3 clusters Score -1.728492e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54181 members 
Mstep: Class 2 contains 91748 members 
Entering Unmasked Estep 
Score: -17284916.000000 Penalty: 3864.534668
	Iteration 33Q: 3 clusters Score -1.728492e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54154 members 
Mstep: Class 2 contains 91775 members 
Entering Unmasked Estep 
Score: -17284904.000000 Penalty: 3864.534668
	Iteration 34Q: 3 clusters Score -1.72849e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54177 members 
Mstep: Class 2 contains 91752 members 
Entering Unmasked Estep 
Score: -17284932.000000 Penalty: 3864.534668
	Iteration 35Q: 3 clusters Score -1.728493e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54170 members 
Mstep: Class 2 contains 91759 members 
Entering Unmasked Estep 
Score: -17284942.000000 Penalty: 3864.534668
	Iteration 36Q: 3 clusters Score -1.728494e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54185 members 
Mstep: Class 2 contains 91744 members 
Entering Unmasked Estep 
Score: -17284914.000000 Penalty: 3864.534668
	Iteration 37Q: 3 clusters Score -1.728491e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54179 members 
Mstep: Class 2 contains 91750 members 
Entering Unmasked Estep 
Score: -17284924.000000 Penalty: 3864.534668
	Iteration 38Q: 3 clusters Score -1.728492e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54188 members 
Mstep: Class 2 contains 91741 members 
Entering Unmasked Estep 
Score: -17284910.000000 Penalty: 3864.534668
	Iteration 39Q: 3 clusters Score -1.728491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54186 members 
Mstep: Class 2 contains 91743 members 
Entering Unmasked Estep 
Score: -17284906.000000 Penalty: 3864.534668
	Iteration 40F: 3 clusters Score -1.728491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54189 members 
Mstep: Class 2 contains 91740 members 
Entering Unmasked Estep 
Score: -17284910.000000 Penalty: 3864.534668
	Iteration 41Q: 3 clusters Score -1.728491e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54177 members 
Mstep: Class 2 contains 91752 members 
Entering Unmasked Estep 
Score: -17284918.000000 Penalty: 3864.534668
	Iteration 42Q: 3 clusters Score -1.728492e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54186 members 
Mstep: Class 2 contains 91743 members 
Entering Unmasked Estep 
Score: -17284936.000000 Penalty: 3864.534668
	Iteration 43Q: 3 clusters Score -1.728494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54192 members 
Mstep: Class 2 contains 91737 members 
Entering Unmasked Estep 
Score: -17284908.000000 Penalty: 3864.534668
	Iteration 44Q: 3 clusters Score -1.728491e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54193 members 
Mstep: Class 2 contains 91736 members 
Entering Unmasked Estep 
Score: -17284902.000000 Penalty: 3864.534668
	Iteration 45Q: 3 clusters Score -1.72849e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54184 members 
Mstep: Class 2 contains 91745 members 
Entering Unmasked Estep 
Score: -17284928.000000 Penalty: 3864.534668
	Iteration 46Q: 3 clusters Score -1.728493e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54216 members 
Mstep: Class 2 contains 91713 members 
Entering Unmasked Estep 
Score: -17284940.000000 Penalty: 3864.534668
	Iteration 47Q: 3 clusters Score -1.728494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54220 members 
Mstep: Class 2 contains 91709 members 
Entering Unmasked Estep 
Score: -17284944.000000 Penalty: 3864.534668
	Iteration 48Q: 3 clusters Score -1.728494e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54237 members 
Mstep: Class 2 contains 91692 members 
Entering Unmasked Estep 
Score: -17284928.000000 Penalty: 3864.534668
	Iteration 49Q: 3 clusters Score -1.728493e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54202 members 
Mstep: Class 2 contains 91727 members 
Entering Unmasked Estep 
Score: -17284950.000000 Penalty: 3864.534668
	Iteration 50Q: 3 clusters Score -1.728495e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54201 members 
Mstep: Class 2 contains 91728 members 
Entering Unmasked Estep 
Score: -17284944.000000 Penalty: 3864.534668
	Iteration 51Q: 3 clusters Score -1.728494e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54198 members 
Mstep: Class 2 contains 91731 members 
Entering Unmasked Estep 
Score: -17284934.000000 Penalty: 3864.534668
	Iteration 52Q: 3 clusters Score -1.728493e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54199 members 
Mstep: Class 2 contains 91730 members 
Entering Unmasked Estep 
Score: -17284936.000000 Penalty: 3864.534668
	Iteration 53Q: 3 clusters Score -1.728494e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54199 members 
Mstep: Class 2 contains 91730 members 
Entering Unmasked Estep 
Score: -17284936.000000 Penalty: 3864.534668
	Iteration 54F: 3 clusters Score -1.728494e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 33753 members 
Mstep: Class 4 contains 632 members 
Mstep: Class 5 contains 33972 members 
Mstep: Class 6 contains 74549 members 
Mstep: Class 7 contains 8170 members 
Mstep: Class 8 contains 36233 members 
Mstep: Class 9 contains 31934 members 
Mstep: Class 10 contains 16154 members 
Mstep: Class 11 contains 8356 members 
Mstep: Class 12 contains 53831 members 
Mstep: Class 13 contains 4085 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 9772 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 54199 members 
Mstep: Class 20 contains 55305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 38349 members 
Mstep: Class 23 contains 9627 members 
Mstep: Class 24 contains 14073 members 
Mstep: Class 25 contains 82697 members 
Mstep: Class 26 contains 25009 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 806 members 
Mstep: Class 29 contains 2562 members 
Mstep: Class 30 contains 8709 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 224 members 
Mstep: Class 33 contains 52369 members 
Mstep: Class 34 contains 1336 members 
Mstep: Class 35 contains 448 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 51332 members 
Mstep: Class 38 contains 12833 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 11009 members 
Mstep: Class 41 contains 43792 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 188 members 
Mstep: Class 44 contains 53833 members 
Mstep: Class 45 contains 191990 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 45912 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 6654 members 
Mstep: Class 50 contains 91127 members 
Mstep: Class 51 contains 772 members 
Mstep: Class 52 contains 143710 members 
Mstep: Class 53 contains 99016 members 
Mstep: Class 54 contains 29258 members 
Mstep: Class 55 contains 91730 members 
Mstep: Class 56 contains 39467 members 
Mstep: Class 57 contains 41096 members 
Mstep: Class 58 contains 34780 members 
Mstep: Class 59 contains 48553 members 
Mstep: Class 61 contains 4960 members 
Mstep: Class 62 contains 198 members 
Entering Unmasked Estep 
Score: -194743376.000000 Penalty: 142338.640625
Splitting cluster 19 changes total score from -194725200.000000 to -194743376.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 20 (55305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55305 members 
Entering Unmasked Estep 
Score: -6604368.500000 Penalty: 1774.600586
	Iteration 0F: 2 clusters Score -6604368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27603 members 
Mstep: Class 2 contains 27702 members 
Entering Unmasked Estep 
Score: -6568456.500000 Penalty: 3549.201172
	Iteration 0F: 3 clusters Score -6568456 nChanged 26127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -6583642.000000 Penalty: 3549.201172
	Iteration 1F: 3 clusters Score -6583642 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -6584734.500000 Penalty: 3549.201172
	Iteration 2Q: 3 clusters Score -6584734 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 31916 members 
Entering Unmasked Estep 
Score: -6586497.500000 Penalty: 3549.201172
	Iteration 3F: 3 clusters Score -6586498 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -6589397.000000 Penalty: 3549.201172
	Iteration 4F: 3 clusters Score -6589397 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 36052 members 
Entering Unmasked Estep 
Score: -6593658.000000 Penalty: 3549.201172
	Iteration 5F: 3 clusters Score -6593658 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
Score: -6597614.500000 Penalty: 3549.201172
	Iteration 6F: 3 clusters Score -6597614 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 38156 members 
Entering Unmasked Estep 
Score: -6599793.000000 Penalty: 3549.201172
	Iteration 7F: 3 clusters Score -6599793 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 38689 members 
Entering Unmasked Estep 
Score: -6600900.000000 Penalty: 3549.201172
	Iteration 8Q: 3 clusters Score -6600900 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 39041 members 
Entering Unmasked Estep 
Score: -6601686.000000 Penalty: 3549.201172
	Iteration 9Q: 3 clusters Score -6601686 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -6602335.500000 Penalty: 3549.201172
	Iteration 10Q: 3 clusters Score -6602336 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 39601 members 
Entering Unmasked Estep 
Score: -6602732.000000 Penalty: 3549.201172
	Iteration 11Q: 3 clusters Score -6602732 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 39892 members 
Entering Unmasked Estep 
Score: -6602949.000000 Penalty: 3549.201172
	Iteration 12Q: 3 clusters Score -6602949 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 39950 members 
Entering Unmasked Estep 
Score: -6603185.000000 Penalty: 3549.201172
	Iteration 13Q: 3 clusters Score -6603185 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 40304 members 
Entering Unmasked Estep 
Score: -6603221.500000 Penalty: 3549.201172
	Iteration 14Q: 3 clusters Score -6603222 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 40454 members 
Entering Unmasked Estep 
Score: -6603327.500000 Penalty: 3549.201172
	Iteration 15Q: 3 clusters Score -6603328 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 40691 members 
Entering Unmasked Estep 
Score: -6603319.000000 Penalty: 3549.201172
	Iteration 16Q: 3 clusters Score -6603319 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 40704 members 
Entering Unmasked Estep 
Score: -6603331.000000 Penalty: 3549.201172
	Iteration 17Q: 3 clusters Score -6603331 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -6603326.500000 Penalty: 3549.201172
	Iteration 18Q: 3 clusters Score -6603326 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 40801 members 
Entering Unmasked Estep 
Score: -6603301.500000 Penalty: 3549.201172
	Iteration 19Q: 3 clusters Score -6603302 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 41017 members 
Entering Unmasked Estep 
Score: -6603349.000000 Penalty: 3549.201172
	Iteration 20F: 3 clusters Score -6603349 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 41039 members 
Entering Unmasked Estep 
Score: -6603351.500000 Penalty: 3549.201172
	Iteration 21Q: 3 clusters Score -6603352 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 41030 members 
Entering Unmasked Estep 
Score: -6603358.500000 Penalty: 3549.201172
	Iteration 22Q: 3 clusters Score -6603358 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 41008 members 
Entering Unmasked Estep 
Score: -6603347.500000 Penalty: 3549.201172
	Iteration 23Q: 3 clusters Score -6603348 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 40973 members 
Entering Unmasked Estep 
Score: -6603298.500000 Penalty: 3549.201172
	Iteration 24Q: 3 clusters Score -6603298 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 40870 members 
Entering Unmasked Estep 
Score: -6603338.500000 Penalty: 3549.201172
	Iteration 25Q: 3 clusters Score -6603338 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 40950 members 
Entering Unmasked Estep 
Score: -6603347.500000 Penalty: 3549.201172
	Iteration 26Q: 3 clusters Score -6603348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 40957 members 
Entering Unmasked Estep 
Score: -6603354.000000 Penalty: 3549.201172
	Iteration 27Q: 3 clusters Score -6603354 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 40986 members 
Entering Unmasked Estep 
Score: -6603349.000000 Penalty: 3549.201172
	Iteration 28Q: 3 clusters Score -6603349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 40994 members 
Entering Unmasked Estep 
Score: -6603357.000000 Penalty: 3549.201172
	Iteration 29Q: 3 clusters Score -6603357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 41003 members 
Entering Unmasked Estep 
Score: -6603374.000000 Penalty: 3549.201172
	Iteration 30Q: 3 clusters Score -6603374 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 41044 members 
Entering Unmasked Estep 
Score: -6603351.500000 Penalty: 3549.201172
	Iteration 31Q: 3 clusters Score -6603352 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 41023 members 
Entering Unmasked Estep 
Score: -6603374.500000 Penalty: 3549.201172
	Iteration 32Q: 3 clusters Score -6603374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 41026 members 
Entering Unmasked Estep 
Score: -6603375.000000 Penalty: 3549.201172
	Iteration 33Q: 3 clusters Score -6603375 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 41038 members 
Entering Unmasked Estep 
Score: -6603366.000000 Penalty: 3549.201172
	Iteration 34Q: 3 clusters Score -6603366 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 41014 members 
Entering Unmasked Estep 
Score: -6603354.000000 Penalty: 3549.201172
	Iteration 35Q: 3 clusters Score -6603354 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 40986 members 
Entering Unmasked Estep 
Score: -6603362.500000 Penalty: 3549.201172
	Iteration 36Q: 3 clusters Score -6603362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 40996 members 
Entering Unmasked Estep 
Score: -6603363.000000 Penalty: 3549.201172
	Iteration 37Q: 3 clusters Score -6603363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 40996 members 
Entering Unmasked Estep 
Score: -6603363.000000 Penalty: 3549.201172
	Iteration 38F: 3 clusters Score -6603363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Entering Unmasked Estep 
Score: -56009.253906 Penalty: 1025.656860
	Iteration 0F: 2 clusters Score -56009.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -54890.187500 Penalty: 2051.313721
	Iteration 0F: 3 clusters Score -54890.19 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -55054.917969 Penalty: 2051.313721
	Iteration 1F: 3 clusters Score -55054.92 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -55111.476562 Penalty: 2051.313721
	Iteration 2F: 3 clusters Score -55111.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -55139.093750 Penalty: 2051.313721
	Iteration 3Q: 3 clusters Score -55139.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -55158.371094 Penalty: 2051.313721
	Iteration 4Q: 3 clusters Score -55158.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -55166.082031 Penalty: 2051.313721
	Iteration 5Q: 3 clusters Score -55166.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -55166.683594 Penalty: 2051.313721
	Iteration 6Q: 3 clusters Score -55166.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -55166.683594 Penalty: 2051.313721
	Iteration 7F: 3 clusters Score -55166.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (38349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Entering Unmasked Estep 
Score: -4397125.000000 Penalty: 1715.103516
	Iteration 0F: 2 clusters Score -4397125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -4371392.500000 Penalty: 3430.207031
	Iteration 0F: 3 clusters Score -4371392 nChanged 17798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -4381523.500000 Penalty: 3430.207031
	Iteration 1F: 3 clusters Score -4381524 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -4382255.500000 Penalty: 3430.207031
	Iteration 2Q: 3 clusters Score -4382256 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -4383365.000000 Penalty: 3430.207031
	Iteration 3F: 3 clusters Score -4383365 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -4385193.500000 Penalty: 3430.207031
	Iteration 4F: 3 clusters Score -4385194 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 30578 members 
Entering Unmasked Estep 
Score: -4387963.000000 Penalty: 3430.207031
	Iteration 5F: 3 clusters Score -4387963 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 33849 members 
Entering Unmasked Estep 
Score: -4391112.000000 Penalty: 3430.207031
	Iteration 6F: 3 clusters Score -4391112 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 36305 members 
Entering Unmasked Estep 
Score: -4393606.000000 Penalty: 3430.207031
	Iteration 7F: 3 clusters Score -4393606 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 37563 members 
Entering Unmasked Estep 
Score: -4394830.000000 Penalty: 3430.207031
	Iteration 8Q: 3 clusters Score -4394830 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 38013 members 
Entering Unmasked Estep 
Score: -4395282.000000 Penalty: 3430.207031
	Iteration 9Q: 3 clusters Score -4395282 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 38138 members 
Entering Unmasked Estep 
Score: -4395445.500000 Penalty: 3430.207031
	Iteration 10Q: 3 clusters Score -4395446 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 38180 members 
Entering Unmasked Estep 
Score: -4395501.500000 Penalty: 3430.207031
	Iteration 11Q: 3 clusters Score -4395502 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -4395534.000000 Penalty: 3430.207031
	Iteration 12Q: 3 clusters Score -4395534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 38202 members 
Entering Unmasked Estep 
Score: -4395556.000000 Penalty: 3430.207031
	Iteration 13Q: 3 clusters Score -4395556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 38212 members 
Entering Unmasked Estep 
Score: -4395582.000000 Penalty: 3430.207031
	Iteration 14Q: 3 clusters Score -4395582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 38216 members 
Entering Unmasked Estep 
Score: -4395593.000000 Penalty: 3430.207031
	Iteration 15Q: 3 clusters Score -4395593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 38217 members 
Entering Unmasked Estep 
Score: -4395595.000000 Penalty: 3430.207031
	Iteration 16Q: 3 clusters Score -4395595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 38216 members 
Entering Unmasked Estep 
Score: -4395595.000000 Penalty: 3430.207031
	Iteration 17Q: 3 clusters Score -4395595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 38216 members 
Entering Unmasked Estep 
Score: -4395595.000000 Penalty: 3430.207031
	Iteration 18F: 3 clusters Score -4395595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Entering Unmasked Estep 
Score: -1120854.625000 Penalty: 1490.503174
	Iteration 0F: 2 clusters Score -1120855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1113900.750000 Penalty: 2981.006348
	Iteration 0F: 3 clusters Score -1113901 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1116132.500000 Penalty: 2981.006348
	Iteration 1F: 3 clusters Score -1116132 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1116423.875000 Penalty: 2981.006348
	Iteration 2F: 3 clusters Score -1116424 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1116632.750000 Penalty: 2981.006348
	Iteration 3F: 3 clusters Score -1116633 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1116795.625000 Penalty: 2981.006348
	Iteration 4Q: 3 clusters Score -1116796 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1116958.625000 Penalty: 2981.006348
	Iteration 5Q: 3 clusters Score -1116959 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1117109.500000 Penalty: 2981.006348
	Iteration 6Q: 3 clusters Score -1117110 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1117278.625000 Penalty: 2981.006348
	Iteration 7Q: 3 clusters Score -1117279 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1117461.750000 Penalty: 2981.006348
	Iteration 8Q: 3 clusters Score -1117462 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1117702.250000 Penalty: 2981.006348
	Iteration 9Q: 3 clusters Score -1117702 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1118020.750000 Penalty: 2981.006348
	Iteration 10Q: 3 clusters Score -1118021 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1118317.875000 Penalty: 2981.006348
	Iteration 11Q: 3 clusters Score -1118318 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1118524.250000 Penalty: 2981.006348
	Iteration 12Q: 3 clusters Score -1118524 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1118664.125000 Penalty: 2981.006348
	Iteration 13Q: 3 clusters Score -1118664 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1118761.750000 Penalty: 2981.006348
	Iteration 14Q: 3 clusters Score -1118762 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1118813.250000 Penalty: 2981.006348
	Iteration 15Q: 3 clusters Score -1118813 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1118856.250000 Penalty: 2981.006348
	Iteration 16Q: 3 clusters Score -1118856 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1118890.250000 Penalty: 2981.006348
	Iteration 17Q: 3 clusters Score -1118890 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1118930.250000 Penalty: 2981.006348
	Iteration 18Q: 3 clusters Score -1118930 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1118965.500000 Penalty: 2981.006348
	Iteration 19Q: 3 clusters Score -1118966 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1118992.000000 Penalty: 2981.006348
	Iteration 20F: 3 clusters Score -1118992 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1119014.500000 Penalty: 2981.006348
	Iteration 21Q: 3 clusters Score -1119014 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1119041.875000 Penalty: 2981.006348
	Iteration 22Q: 3 clusters Score -1119042 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1119071.625000 Penalty: 2981.006348
	Iteration 23Q: 3 clusters Score -1119072 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1119096.500000 Penalty: 2981.006348
	Iteration 24Q: 3 clusters Score -1119096 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1119116.250000 Penalty: 2981.006348
	Iteration 25Q: 3 clusters Score -1119116 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1119136.125000 Penalty: 2981.006348
	Iteration 26Q: 3 clusters Score -1119136 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1119158.500000 Penalty: 2981.006348
	Iteration 27Q: 3 clusters Score -1119158 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1119176.750000 Penalty: 2981.006348
	Iteration 28Q: 3 clusters Score -1119177 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1119201.625000 Penalty: 2981.006348
	Iteration 29Q: 3 clusters Score -1119202 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1119229.375000 Penalty: 2981.006348
	Iteration 30Q: 3 clusters Score -1119229 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1119250.875000 Penalty: 2981.006348
	Iteration 31Q: 3 clusters Score -1119251 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1119275.000000 Penalty: 2981.006348
	Iteration 32Q: 3 clusters Score -1119275 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1119296.125000 Penalty: 2981.006348
	Iteration 33Q: 3 clusters Score -1119296 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1119320.500000 Penalty: 2981.006348
	Iteration 34Q: 3 clusters Score -1119320 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1119339.750000 Penalty: 2981.006348
	Iteration 35Q: 3 clusters Score -1119340 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1119357.250000 Penalty: 2981.006348
	Iteration 36Q: 3 clusters Score -1119357 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1119369.625000 Penalty: 2981.006348
	Iteration 37Q: 3 clusters Score -1119370 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1119381.125000 Penalty: 2981.006348
	Iteration 38Q: 3 clusters Score -1119381 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1119391.500000 Penalty: 2981.006348
	Iteration 39Q: 3 clusters Score -1119392 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1119402.750000 Penalty: 2981.006348
	Iteration 40F: 3 clusters Score -1119403 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1119416.500000 Penalty: 2981.006348
	Iteration 41Q: 3 clusters Score -1119416 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1119424.125000 Penalty: 2981.006348
	Iteration 42Q: 3 clusters Score -1119424 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1119435.500000 Penalty: 2981.006348
	Iteration 43Q: 3 clusters Score -1119436 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1119446.375000 Penalty: 2981.006348
	Iteration 44Q: 3 clusters Score -1119446 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1119457.125000 Penalty: 2981.006348
	Iteration 45Q: 3 clusters Score -1119457 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1119469.125000 Penalty: 2981.006348
	Iteration 46Q: 3 clusters Score -1119469 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1119472.625000 Penalty: 2981.006348
	Iteration 47Q: 3 clusters Score -1119473 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1119481.250000 Penalty: 2981.006348
	Iteration 48Q: 3 clusters Score -1119481 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1119490.500000 Penalty: 2981.006348
	Iteration 49Q: 3 clusters Score -1119490 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1119501.375000 Penalty: 2981.006348
	Iteration 50Q: 3 clusters Score -1119501 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1119513.000000 Penalty: 2981.006348
	Iteration 51Q: 3 clusters Score -1119513 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1119526.125000 Penalty: 2981.006348
	Iteration 52Q: 3 clusters Score -1119526 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1119540.750000 Penalty: 2981.006348
	Iteration 53Q: 3 clusters Score -1119541 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1119553.625000 Penalty: 2981.006348
	Iteration 54Q: 3 clusters Score -1119554 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1119564.000000 Penalty: 2981.006348
	Iteration 55Q: 3 clusters Score -1119564 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1119574.500000 Penalty: 2981.006348
	Iteration 56Q: 3 clusters Score -1119574 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1119582.875000 Penalty: 2981.006348
	Iteration 57Q: 3 clusters Score -1119583 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1119591.250000 Penalty: 2981.006348
	Iteration 58Q: 3 clusters Score -1119591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1119590.625000 Penalty: 2981.006348
	Iteration 59Q: 3 clusters Score -1119591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1119593.750000 Penalty: 2981.006348
	Iteration 60F: 3 clusters Score -1119594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1119595.250000 Penalty: 2981.006348
	Iteration 61Q: 3 clusters Score -1119595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1119597.125000 Penalty: 2981.006348
	Iteration 62Q: 3 clusters Score -1119597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1119599.750000 Penalty: 2981.006348
	Iteration 63Q: 3 clusters Score -1119600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1119599.750000 Penalty: 2981.006348
	Iteration 64Q: 3 clusters Score -1119600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1119600.875000 Penalty: 2981.006348
	Iteration 65Q: 3 clusters Score -1119601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1119604.875000 Penalty: 2981.006348
	Iteration 66Q: 3 clusters Score -1119605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1119609.500000 Penalty: 2981.006348
	Iteration 67Q: 3 clusters Score -1119610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1119612.625000 Penalty: 2981.006348
	Iteration 68Q: 3 clusters Score -1119613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1119615.875000 Penalty: 2981.006348
	Iteration 69Q: 3 clusters Score -1119616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1119616.750000 Penalty: 2981.006348
	Iteration 70Q: 3 clusters Score -1119617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1119617.375000 Penalty: 2981.006348
	Iteration 71Q: 3 clusters Score -1119617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1119618.625000 Penalty: 2981.006348
	Iteration 72Q: 3 clusters Score -1119619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1119616.750000 Penalty: 2981.006348
	Iteration 73Q: 3 clusters Score -1119617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1119620.625000 Penalty: 2981.006348
	Iteration 74Q: 3 clusters Score -1119621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1119623.000000 Penalty: 2981.006348
	Iteration 75Q: 3 clusters Score -1119623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1119623.000000 Penalty: 2981.006348
	Iteration 76Q: 3 clusters Score -1119623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1119624.000000 Penalty: 2981.006348
	Iteration 77Q: 3 clusters Score -1119624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1119626.750000 Penalty: 2981.006348
	Iteration 78Q: 3 clusters Score -1119627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1119626.500000 Penalty: 2981.006348
	Iteration 79Q: 3 clusters Score -1119626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1119625.625000 Penalty: 2981.006348
	Iteration 80F: 3 clusters Score -1119626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1119626.125000 Penalty: 2981.006348
	Iteration 81Q: 3 clusters Score -1119626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1119627.875000 Penalty: 2981.006348
	Iteration 82Q: 3 clusters Score -1119628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1119627.250000 Penalty: 2981.006348
	Iteration 83Q: 3 clusters Score -1119627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1119624.750000 Penalty: 2981.006348
	Iteration 84Q: 3 clusters Score -1119625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1119626.750000 Penalty: 2981.006348
	Iteration 85Q: 3 clusters Score -1119627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1119627.500000 Penalty: 2981.006348
	Iteration 86Q: 3 clusters Score -1119628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1119627.750000 Penalty: 2981.006348
	Iteration 87Q: 3 clusters Score -1119628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1119632.500000 Penalty: 2981.006348
	Iteration 88Q: 3 clusters Score -1119632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1119631.000000 Penalty: 2981.006348
	Iteration 89Q: 3 clusters Score -1119631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1119631.750000 Penalty: 2981.006348
	Iteration 90Q: 3 clusters Score -1119632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1119633.625000 Penalty: 2981.006348
	Iteration 91Q: 3 clusters Score -1119634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1119635.125000 Penalty: 2981.006348
	Iteration 92Q: 3 clusters Score -1119635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1119636.875000 Penalty: 2981.006348
	Iteration 93Q: 3 clusters Score -1119637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1119638.000000 Penalty: 2981.006348
	Iteration 94Q: 3 clusters Score -1119638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1119638.875000 Penalty: 2981.006348
	Iteration 95Q: 3 clusters Score -1119639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1119640.750000 Penalty: 2981.006348
	Iteration 96Q: 3 clusters Score -1119641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1119640.250000 Penalty: 2981.006348
	Iteration 97Q: 3 clusters Score -1119640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1119639.625000 Penalty: 2981.006348
	Iteration 98Q: 3 clusters Score -1119640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1119640.375000 Penalty: 2981.006348
	Iteration 99Q: 3 clusters Score -1119640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1119641.375000 Penalty: 2981.006348
	Iteration 100F: 3 clusters Score -1119641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1119645.500000 Penalty: 2981.006348
	Iteration 101Q: 3 clusters Score -1119646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1119645.125000 Penalty: 2981.006348
	Iteration 102Q: 3 clusters Score -1119645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1119645.375000 Penalty: 2981.006348
	Iteration 103Q: 3 clusters Score -1119645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1119647.625000 Penalty: 2981.006348
	Iteration 104Q: 3 clusters Score -1119648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1119647.125000 Penalty: 2981.006348
	Iteration 105Q: 3 clusters Score -1119647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1119647.750000 Penalty: 2981.006348
	Iteration 106Q: 3 clusters Score -1119648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1119648.000000 Penalty: 2981.006348
	Iteration 107Q: 3 clusters Score -1119648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1119649.375000 Penalty: 2981.006348
	Iteration 108Q: 3 clusters Score -1119649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1119649.625000 Penalty: 2981.006348
	Iteration 109Q: 3 clusters Score -1119650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1119652.375000 Penalty: 2981.006348
	Iteration 110Q: 3 clusters Score -1119652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1119651.750000 Penalty: 2981.006348
	Iteration 111Q: 3 clusters Score -1119652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1119650.500000 Penalty: 2981.006348
	Iteration 112Q: 3 clusters Score -1119650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1119650.375000 Penalty: 2981.006348
	Iteration 113Q: 3 clusters Score -1119650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1119651.625000 Penalty: 2981.006348
	Iteration 114Q: 3 clusters Score -1119652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1119653.750000 Penalty: 2981.006348
	Iteration 115Q: 3 clusters Score -1119654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1119656.375000 Penalty: 2981.006348
	Iteration 116Q: 3 clusters Score -1119656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1119656.625000 Penalty: 2981.006348
	Iteration 117Q: 3 clusters Score -1119657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1119656.625000 Penalty: 2981.006348
	Iteration 118F: 3 clusters Score -1119657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (14073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Entering Unmasked Estep 
Score: -1650418.125000 Penalty: 1552.202148
	Iteration 0F: 2 clusters Score -1650418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1640719.125000 Penalty: 3104.404297
	Iteration 0F: 3 clusters Score -1640719 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1643932.500000 Penalty: 3104.404297
	Iteration 1F: 3 clusters Score -1643932 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1644155.375000 Penalty: 3104.404297
	Iteration 2Q: 3 clusters Score -1644155 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1644320.125000 Penalty: 3104.404297
	Iteration 3Q: 3 clusters Score -1644320 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1644463.250000 Penalty: 3104.404297
	Iteration 4Q: 3 clusters Score -1644463 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1644601.000000 Penalty: 3104.404297
	Iteration 5Q: 3 clusters Score -1644601 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1644759.250000 Penalty: 3104.404297
	Iteration 6Q: 3 clusters Score -1644759 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1644981.125000 Penalty: 3104.404297
	Iteration 7Q: 3 clusters Score -1644981 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1645329.250000 Penalty: 3104.404297
	Iteration 8Q: 3 clusters Score -1645329 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1645838.625000 Penalty: 3104.404297
	Iteration 9F: 3 clusters Score -1645839 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1646586.125000 Penalty: 3104.404297
	Iteration 10F: 3 clusters Score -1646586 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1647434.125000 Penalty: 3104.404297
	Iteration 11F: 3 clusters Score -1647434 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1648168.000000 Penalty: 3104.404297
	Iteration 12F: 3 clusters Score -1648168 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1648591.000000 Penalty: 3104.404297
	Iteration 13Q: 3 clusters Score -1648591 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1648803.125000 Penalty: 3104.404297
	Iteration 14Q: 3 clusters Score -1648803 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1648911.500000 Penalty: 3104.404297
	Iteration 15Q: 3 clusters Score -1648912 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -1648969.750000 Penalty: 3104.404297
	Iteration 16Q: 3 clusters Score -1648970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -1648993.625000 Penalty: 3104.404297
	Iteration 17Q: 3 clusters Score -1648994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -1649017.125000 Penalty: 3104.404297
	Iteration 18Q: 3 clusters Score -1649017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -1649028.375000 Penalty: 3104.404297
	Iteration 19Q: 3 clusters Score -1649028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -1649034.875000 Penalty: 3104.404297
	Iteration 20F: 3 clusters Score -1649035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -1649036.750000 Penalty: 3104.404297
	Iteration 21Q: 3 clusters Score -1649037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -1649040.125000 Penalty: 3104.404297
	Iteration 22Q: 3 clusters Score -1649040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -1649044.000000 Penalty: 3104.404297
	Iteration 23Q: 3 clusters Score -1649044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -1649046.125000 Penalty: 3104.404297
	Iteration 24Q: 3 clusters Score -1649046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -1649047.250000 Penalty: 3104.404297
	Iteration 25Q: 3 clusters Score -1649047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -1649048.000000 Penalty: 3104.404297
	Iteration 26Q: 3 clusters Score -1649048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -1649051.875000 Penalty: 3104.404297
	Iteration 27Q: 3 clusters Score -1649052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -1649056.250000 Penalty: 3104.404297
	Iteration 28Q: 3 clusters Score -1649056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -1649056.250000 Penalty: 3104.404297
	Iteration 29F: 3 clusters Score -1649056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (82697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82697 members 
Entering Unmasked Estep 
Score: -9858464.000000 Penalty: 1839.977539
	Iteration 0F: 2 clusters Score -9858464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41432 members 
Mstep: Class 2 contains 41265 members 
Entering Unmasked Estep 
Score: -9803285.000000 Penalty: 3679.955078
	Iteration 0F: 3 clusters Score -9803285 nChanged 39448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42120 members 
Mstep: Class 2 contains 40577 members 
Entering Unmasked Estep 
Score: -9826027.000000 Penalty: 3679.955078
	Iteration 1F: 3 clusters Score -9826027 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42578 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -9826748.000000 Penalty: 3679.955078
	Iteration 2Q: 3 clusters Score -9826748 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43427 members 
Mstep: Class 2 contains 39270 members 
Entering Unmasked Estep 
Score: -9827682.000000 Penalty: 3679.955078
	Iteration 3Q: 3 clusters Score -9827682 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44808 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -9829115 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47048 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -9830988 nChanged 4828
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50334 members 
Mstep: Class 2 contains 32363 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -9833962 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54553 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -9838224 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58951 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -9843237 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62545 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -9847386 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65173 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -9849762.000000 Penalty: 3679.955078
	Iteration 10Q: 3 clusters Score -9849762 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67224 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -9851071.000000 Penalty: 3679.955078
	Iteration 11Q: 3 clusters Score -9851071 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69054 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -9852089.000000 Penalty: 3679.955078
	Iteration 12Q: 3 clusters Score -9852089 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70770 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -9853081.000000 Penalty: 3679.955078
	Iteration 13Q: 3 clusters Score -9853081 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72364 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -9853996.000000 Penalty: 3679.955078
	Iteration 14Q: 3 clusters Score -9853996 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73745 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -9854793.000000 Penalty: 3679.955078
	Iteration 15Q: 3 clusters Score -9854793 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74953 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -9855530.000000 Penalty: 3679.955078
	Iteration 16Q: 3 clusters Score -9855530 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76000 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -9856079.000000 Penalty: 3679.955078
	Iteration 17Q: 3 clusters Score -9856079 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76818 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -9856458.000000 Penalty: 3679.955078
	Iteration 18Q: 3 clusters Score -9856458 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77464 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -9856682.000000 Penalty: 3679.955078
	Iteration 19Q: 3 clusters Score -9856682 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77984 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -9856884.000000 Penalty: 3679.955078
	Iteration 20F: 3 clusters Score -9856884 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78410 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -9857019.000000 Penalty: 3679.955078
	Iteration 21Q: 3 clusters Score -9857019 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78772 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -9857182.000000 Penalty: 3679.955078
	Iteration 22Q: 3 clusters Score -9857182 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79107 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -9857310.000000 Penalty: 3679.955078
	Iteration 23Q: 3 clusters Score -9857310 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79378 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -9857352.000000 Penalty: 3679.955078
	Iteration 24Q: 3 clusters Score -9857352 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79595 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -9857404.000000 Penalty: 3679.955078
	Iteration 25Q: 3 clusters Score -9857404 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79790 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -9857455.000000 Penalty: 3679.955078
	Iteration 26Q: 3 clusters Score -9857455 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79964 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -9857463.000000 Penalty: 3679.955078
	Iteration 27Q: 3 clusters Score -9857463 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80100 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -9857469.000000 Penalty: 3679.955078
	Iteration 28Q: 3 clusters Score -9857469 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80206 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -9857508.000000 Penalty: 3679.955078
	Iteration 29Q: 3 clusters Score -9857508 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80289 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -9857543.000000 Penalty: 3679.955078
	Iteration 30Q: 3 clusters Score -9857543 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80358 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -9857536.000000 Penalty: 3679.955078
	Iteration 31Q: 3 clusters Score -9857536 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80411 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -9857534.000000 Penalty: 3679.955078
	Iteration 32Q: 3 clusters Score -9857534 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80459 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -9857551.000000 Penalty: 3679.955078
	Iteration 33Q: 3 clusters Score -9857551 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80503 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -9857542.000000 Penalty: 3679.955078
	Iteration 34Q: 3 clusters Score -9857542 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80542 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -9857535.000000 Penalty: 3679.955078
	Iteration 35Q: 3 clusters Score -9857535 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80578 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -9857541.000000 Penalty: 3679.955078
	Iteration 36Q: 3 clusters Score -9857541 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80602 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -9857553.000000 Penalty: 3679.955078
	Iteration 37Q: 3 clusters Score -9857553 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80625 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -9857553.000000 Penalty: 3679.955078
	Iteration 38Q: 3 clusters Score -9857553 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80651 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -9857566.000000 Penalty: 3679.955078
	Iteration 39Q: 3 clusters Score -9857566 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80670 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -9857576.000000 Penalty: 3679.955078
	Iteration 40F: 3 clusters Score -9857576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80688 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -9857575.000000 Penalty: 3679.955078
	Iteration 41Q: 3 clusters Score -9857575 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80700 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -9857562.000000 Penalty: 3679.955078
	Iteration 42Q: 3 clusters Score -9857562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80715 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -9857570.000000 Penalty: 3679.955078
	Iteration 43Q: 3 clusters Score -9857570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80723 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -9857572.000000 Penalty: 3679.955078
	Iteration 44Q: 3 clusters Score -9857572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80730 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -9857582.000000 Penalty: 3679.955078
	Iteration 45Q: 3 clusters Score -9857582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80738 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -9857576.000000 Penalty: 3679.955078
	Iteration 46Q: 3 clusters Score -9857576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80748 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -9857578.000000 Penalty: 3679.955078
	Iteration 47Q: 3 clusters Score -9857578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80753 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -9857573.000000 Penalty: 3679.955078
	Iteration 48Q: 3 clusters Score -9857573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80759 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -9857578.000000 Penalty: 3679.955078
	Iteration 49Q: 3 clusters Score -9857578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80762 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -9857575.000000 Penalty: 3679.955078
	Iteration 50Q: 3 clusters Score -9857575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80765 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -9857577.000000 Penalty: 3679.955078
	Iteration 51Q: 3 clusters Score -9857577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80766 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -9857577.000000 Penalty: 3679.955078
	Iteration 52Q: 3 clusters Score -9857577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80767 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -9857578.000000 Penalty: 3679.955078
	Iteration 53Q: 3 clusters Score -9857578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80768 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -9857578.000000 Penalty: 3679.955078
	Iteration 54Q: 3 clusters Score -9857578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80770 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -9857573.000000 Penalty: 3679.955078
	Iteration 55Q: 3 clusters Score -9857573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80772 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -9857571.000000 Penalty: 3679.955078
	Iteration 56Q: 3 clusters Score -9857571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80774 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -9857578.000000 Penalty: 3679.955078
	Iteration 57Q: 3 clusters Score -9857578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80776 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -9857581.000000 Penalty: 3679.955078
	Iteration 58Q: 3 clusters Score -9857581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80776 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -9857581.000000 Penalty: 3679.955078
	Iteration 59F: 3 clusters Score -9857581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (25009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Entering Unmasked Estep 
Score: -2756452.500000 Penalty: 1645.636108
	Iteration 0F: 2 clusters Score -2756452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -2739570.500000 Penalty: 3291.272217
	Iteration 0F: 3 clusters Score -2739570 nChanged 11400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -2745931.250000 Penalty: 3291.272217
	Iteration 1F: 3 clusters Score -2745931 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -2746330.500000 Penalty: 3291.272217
	Iteration 2Q: 3 clusters Score -2746330 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -2746743.250000 Penalty: 3291.272217
	Iteration 3Q: 3 clusters Score -2746743 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -2747104.500000 Penalty: 3291.272217
	Iteration 4Q: 3 clusters Score -2747104 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -2747495.500000 Penalty: 3291.272217
	Iteration 5Q: 3 clusters Score -2747496 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -2747953.750000 Penalty: 3291.272217
	Iteration 6Q: 3 clusters Score -2747954 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -2748499.250000 Penalty: 3291.272217
	Iteration 7Q: 3 clusters Score -2748499 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -2749137.750000 Penalty: 3291.272217
	Iteration 8Q: 3 clusters Score -2749138 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -2749887.000000 Penalty: 3291.272217
	Iteration 9Q: 3 clusters Score -2749887 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -2750568.500000 Penalty: 3291.272217
	Iteration 10Q: 3 clusters Score -2750568 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -2751016.500000 Penalty: 3291.272217
	Iteration 11Q: 3 clusters Score -2751016 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -2751278.750000 Penalty: 3291.272217
	Iteration 12Q: 3 clusters Score -2751279 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -2751406.750000 Penalty: 3291.272217
	Iteration 13Q: 3 clusters Score -2751407 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -2751474.250000 Penalty: 3291.272217
	Iteration 14Q: 3 clusters Score -2751474 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -2751521.750000 Penalty: 3291.272217
	Iteration 15Q: 3 clusters Score -2751522 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -2751542.500000 Penalty: 3291.272217
	Iteration 16Q: 3 clusters Score -2751542 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -2751570.000000 Penalty: 3291.272217
	Iteration 17Q: 3 clusters Score -2751570 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -2751600.500000 Penalty: 3291.272217
	Iteration 18Q: 3 clusters Score -2751600 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -2751625.250000 Penalty: 3291.272217
	Iteration 19Q: 3 clusters Score -2751625 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -2751663.000000 Penalty: 3291.272217
	Iteration 20F: 3 clusters Score -2751663 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -2751717.000000 Penalty: 3291.272217
	Iteration 21Q: 3 clusters Score -2751717 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -2751750.500000 Penalty: 3291.272217
	Iteration 22Q: 3 clusters Score -2751750 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -2751786.000000 Penalty: 3291.272217
	Iteration 23Q: 3 clusters Score -2751786 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -2751835.000000 Penalty: 3291.272217
	Iteration 24Q: 3 clusters Score -2751835 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -2751888.500000 Penalty: 3291.272217
	Iteration 25Q: 3 clusters Score -2751888 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -2751972.250000 Penalty: 3291.272217
	Iteration 26Q: 3 clusters Score -2751972 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -2752048.250000 Penalty: 3291.272217
	Iteration 27Q: 3 clusters Score -2752048 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -2752123.000000 Penalty: 3291.272217
	Iteration 28Q: 3 clusters Score -2752123 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -2752221.250000 Penalty: 3291.272217
	Iteration 29Q: 3 clusters Score -2752221 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -2752325.250000 Penalty: 3291.272217
	Iteration 30Q: 3 clusters Score -2752325 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -2752421.750000 Penalty: 3291.272217
	Iteration 31Q: 3 clusters Score -2752422 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -2752539.750000 Penalty: 3291.272217
	Iteration 32Q: 3 clusters Score -2752540 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -2752645.500000 Penalty: 3291.272217
	Iteration 33Q: 3 clusters Score -2752646 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -2752727.250000 Penalty: 3291.272217
	Iteration 34Q: 3 clusters Score -2752727 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -2752819.250000 Penalty: 3291.272217
	Iteration 35Q: 3 clusters Score -2752819 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -2752899.000000 Penalty: 3291.272217
	Iteration 36Q: 3 clusters Score -2752899 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -2752973.000000 Penalty: 3291.272217
	Iteration 37Q: 3 clusters Score -2752973 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -2753067.250000 Penalty: 3291.272217
	Iteration 38Q: 3 clusters Score -2753067 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -2753155.750000 Penalty: 3291.272217
	Iteration 39Q: 3 clusters Score -2753156 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -2753262.750000 Penalty: 3291.272217
	Iteration 40F: 3 clusters Score -2753263 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -2753357.000000 Penalty: 3291.272217
	Iteration 41Q: 3 clusters Score -2753357 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -2753485.250000 Penalty: 3291.272217
	Iteration 42Q: 3 clusters Score -2753485 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -2753618.000000 Penalty: 3291.272217
	Iteration 43Q: 3 clusters Score -2753618 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -2753778.250000 Penalty: 3291.272217
	Iteration 44Q: 3 clusters Score -2753778 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -2753925.750000 Penalty: 3291.272217
	Iteration 45Q: 3 clusters Score -2753926 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -2754088.750000 Penalty: 3291.272217
	Iteration 46Q: 3 clusters Score -2754089 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -2754243.250000 Penalty: 3291.272217
	Iteration 47Q: 3 clusters Score -2754243 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -2754355.750000 Penalty: 3291.272217
	Iteration 48Q: 3 clusters Score -2754356 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -2754454.250000 Penalty: 3291.272217
	Iteration 49Q: 3 clusters Score -2754454 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -2754533.250000 Penalty: 3291.272217
	Iteration 50Q: 3 clusters Score -2754533 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -2754606.750000 Penalty: 3291.272217
	Iteration 51Q: 3 clusters Score -2754607 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -2754649.250000 Penalty: 3291.272217
	Iteration 52Q: 3 clusters Score -2754649 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -2754696.500000 Penalty: 3291.272217
	Iteration 53Q: 3 clusters Score -2754696 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -2754723.000000 Penalty: 3291.272217
	Iteration 54Q: 3 clusters Score -2754723 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -2754755.250000 Penalty: 3291.272217
	Iteration 55Q: 3 clusters Score -2754755 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -2754777.000000 Penalty: 3291.272217
	Iteration 56Q: 3 clusters Score -2754777 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -2754793.500000 Penalty: 3291.272217
	Iteration 57Q: 3 clusters Score -2754794 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -2754818.500000 Penalty: 3291.272217
	Iteration 58Q: 3 clusters Score -2754818 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -2754840.000000 Penalty: 3291.272217
	Iteration 59Q: 3 clusters Score -2754840 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -2754852.250000 Penalty: 3291.272217
	Iteration 60F: 3 clusters Score -2754852 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -2754865.000000 Penalty: 3291.272217
	Iteration 61Q: 3 clusters Score -2754865 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -2754864.500000 Penalty: 3291.272217
	Iteration 62Q: 3 clusters Score -2754864 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -2754868.500000 Penalty: 3291.272217
	Iteration 63Q: 3 clusters Score -2754868 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -2754873.250000 Penalty: 3291.272217
	Iteration 64Q: 3 clusters Score -2754873 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -2754879.750000 Penalty: 3291.272217
	Iteration 65Q: 3 clusters Score -2754880 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -2754883.750000 Penalty: 3291.272217
	Iteration 66Q: 3 clusters Score -2754884 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -2754891.000000 Penalty: 3291.272217
	Iteration 67Q: 3 clusters Score -2754891 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -2754894.000000 Penalty: 3291.272217
	Iteration 68Q: 3 clusters Score -2754894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -2754904.250000 Penalty: 3291.272217
	Iteration 69Q: 3 clusters Score -2754904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -2754914.250000 Penalty: 3291.272217
	Iteration 70Q: 3 clusters Score -2754914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -2754907.500000 Penalty: 3291.272217
	Iteration 71Q: 3 clusters Score -2754908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -2754917.500000 Penalty: 3291.272217
	Iteration 72Q: 3 clusters Score -2754918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -2754917.750000 Penalty: 3291.272217
	Iteration 73Q: 3 clusters Score -2754918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -2754924.000000 Penalty: 3291.272217
	Iteration 74Q: 3 clusters Score -2754924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -2754926.500000 Penalty: 3291.272217
	Iteration 75Q: 3 clusters Score -2754926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -2754929.000000 Penalty: 3291.272217
	Iteration 76Q: 3 clusters Score -2754929 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -2754932.500000 Penalty: 3291.272217
	Iteration 77Q: 3 clusters Score -2754932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -2754936.750000 Penalty: 3291.272217
	Iteration 78Q: 3 clusters Score -2754937 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -2754939.500000 Penalty: 3291.272217
	Iteration 79Q: 3 clusters Score -2754940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -2754944.250000 Penalty: 3291.272217
	Iteration 80F: 3 clusters Score -2754944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -2754946.500000 Penalty: 3291.272217
	Iteration 81Q: 3 clusters Score -2754946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -2754949.250000 Penalty: 3291.272217
	Iteration 82Q: 3 clusters Score -2754949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -2754951.250000 Penalty: 3291.272217
	Iteration 83Q: 3 clusters Score -2754951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -2754957.250000 Penalty: 3291.272217
	Iteration 84Q: 3 clusters Score -2754957 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -2754964.000000 Penalty: 3291.272217
	Iteration 85Q: 3 clusters Score -2754964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -2754973.000000 Penalty: 3291.272217
	Iteration 86Q: 3 clusters Score -2754973 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -2754970.750000 Penalty: 3291.272217
	Iteration 87Q: 3 clusters Score -2754971 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -2754979.000000 Penalty: 3291.272217
	Iteration 88Q: 3 clusters Score -2754979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -2754978.500000 Penalty: 3291.272217
	Iteration 89Q: 3 clusters Score -2754978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -2754978.750000 Penalty: 3291.272217
	Iteration 90Q: 3 clusters Score -2754979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -2754978.750000 Penalty: 3291.272217
	Iteration 91Q: 3 clusters Score -2754979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -2754978.250000 Penalty: 3291.272217
	Iteration 92Q: 3 clusters Score -2754978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -2754975.500000 Penalty: 3291.272217
	Iteration 93Q: 3 clusters Score -2754976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -2754978.500000 Penalty: 3291.272217
	Iteration 94Q: 3 clusters Score -2754978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -2754979.750000 Penalty: 3291.272217
	Iteration 95Q: 3 clusters Score -2754980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -2754979.250000 Penalty: 3291.272217
	Iteration 96Q: 3 clusters Score -2754979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -2754981.500000 Penalty: 3291.272217
	Iteration 97Q: 3 clusters Score -2754982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -2754982.250000 Penalty: 3291.272217
	Iteration 98Q: 3 clusters Score -2754982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -2754981.750000 Penalty: 3291.272217
	Iteration 99Q: 3 clusters Score -2754982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -2754980.750000 Penalty: 3291.272217
	Iteration 100F: 3 clusters Score -2754981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Entering Unmasked Estep 
Score: -83151.093750 Penalty: 1104.483765
	Iteration 0F: 2 clusters Score -83151.09 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 463 members 
Entering Unmasked Estep 
Score: -81812.453125 Penalty: 2208.967529
	Iteration 0F: 3 clusters Score -81812.45 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -82062.578125 Penalty: 2208.967529
	Iteration 1F: 3 clusters Score -82062.58 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -82151.039062 Penalty: 2208.967529
	Iteration 2F: 3 clusters Score -82151.04 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -82205.906250 Penalty: 2208.967529
	Iteration 3F: 3 clusters Score -82205.91 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -82246.101562 Penalty: 2208.967529
	Iteration 4Q: 3 clusters Score -82246.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -82288.937500 Penalty: 2208.967529
	Iteration 5Q: 3 clusters Score -82288.94 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -82340.312500 Penalty: 2208.967529
	Iteration 6Q: 3 clusters Score -82340.31 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -82385.187500 Penalty: 2208.967529
	Iteration 7Q: 3 clusters Score -82385.19 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -82432.523438 Penalty: 2208.967529
	Iteration 8Q: 3 clusters Score -82432.52 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -82481.632812 Penalty: 2208.967529
	Iteration 9Q: 3 clusters Score -82481.63 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -82532.085938 Penalty: 2208.967529
	Iteration 10Q: 3 clusters Score -82532.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -82569.882812 Penalty: 2208.967529
	Iteration 11Q: 3 clusters Score -82569.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -82606.757812 Penalty: 2208.967529
	Iteration 12Q: 3 clusters Score -82606.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -82632.085938 Penalty: 2208.967529
	Iteration 13Q: 3 clusters Score -82632.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -82645.156250 Penalty: 2208.967529
	Iteration 14Q: 3 clusters Score -82645.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -82652.835938 Penalty: 2208.967529
	Iteration 15Q: 3 clusters Score -82652.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -82657.992188 Penalty: 2208.967529
	Iteration 16Q: 3 clusters Score -82657.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -82664.023438 Penalty: 2208.967529
	Iteration 17Q: 3 clusters Score -82664.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -82666.781250 Penalty: 2208.967529
	Iteration 18Q: 3 clusters Score -82666.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -82667.164062 Penalty: 2208.967529
	Iteration 19Q: 3 clusters Score -82667.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -82667.164062 Penalty: 2208.967529
	Iteration 20F: 3 clusters Score -82667.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Entering Unmasked Estep 
Score: -81596.218750 Penalty: 1087.463623
	Iteration 0F: 2 clusters Score -81596.22 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 407 members 
Entering Unmasked Estep 
Score: -80302.429688 Penalty: 2174.927246
	Iteration 0F: 3 clusters Score -80302.43 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -80606.781250 Penalty: 2174.927246
	Iteration 1F: 3 clusters Score -80606.78 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -80752.367188 Penalty: 2174.927246
	Iteration 2F: 3 clusters Score -80752.37 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -80867.375000 Penalty: 2174.927246
	Iteration 3F: 3 clusters Score -80867.38 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -80943.148438 Penalty: 2174.927246
	Iteration 4F: 3 clusters Score -80943.15 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -80997.429688 Penalty: 2174.927246
	Iteration 5Q: 3 clusters Score -80997.43 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -81049.671875 Penalty: 2174.927246
	Iteration 6Q: 3 clusters Score -81049.67 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -81094.726562 Penalty: 2174.927246
	Iteration 7Q: 3 clusters Score -81094.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -81122.031250 Penalty: 2174.927246
	Iteration 8Q: 3 clusters Score -81122.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -81134.914062 Penalty: 2174.927246
	Iteration 9Q: 3 clusters Score -81134.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -81141.796875 Penalty: 2174.927246
	Iteration 10Q: 3 clusters Score -81141.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -81143.453125 Penalty: 2174.927246
	Iteration 11Q: 3 clusters Score -81143.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -81146.281250 Penalty: 2174.927246
	Iteration 12Q: 3 clusters Score -81146.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -81146.937500 Penalty: 2174.927246
	Iteration 13Q: 3 clusters Score -81146.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -81146.937500 Penalty: 2174.927246
	Iteration 14F: 3 clusters Score -81146.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Entering Unmasked Estep 
Score: -276607.406250 Penalty: 1275.388306
	Iteration 0F: 2 clusters Score -276607.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -274158.468750 Penalty: 2550.776611
	Iteration 0F: 3 clusters Score -274158.5 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -274685.187500 Penalty: 2550.776611
	Iteration 1F: 3 clusters Score -274685.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -274816.593750 Penalty: 2550.776611
	Iteration 2F: 3 clusters Score -274816.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -274904.937500 Penalty: 2550.776611
	Iteration 3F: 3 clusters Score -274904.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -274964.968750 Penalty: 2550.776611
	Iteration 4Q: 3 clusters Score -274965 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -275020.468750 Penalty: 2550.776611
	Iteration 5Q: 3 clusters Score -275020.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -275070.250000 Penalty: 2550.776611
	Iteration 6Q: 3 clusters Score -275070.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -275129.843750 Penalty: 2550.776611
	Iteration 7Q: 3 clusters Score -275129.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -275196.031250 Penalty: 2550.776611
	Iteration 8Q: 3 clusters Score -275196 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -275263.343750 Penalty: 2550.776611
	Iteration 9Q: 3 clusters Score -275263.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -275312.437500 Penalty: 2550.776611
	Iteration 10Q: 3 clusters Score -275312.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -275354.156250 Penalty: 2550.776611
	Iteration 11Q: 3 clusters Score -275354.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -275397.437500 Penalty: 2550.776611
	Iteration 12Q: 3 clusters Score -275397.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -275437.343750 Penalty: 2550.776611
	Iteration 13Q: 3 clusters Score -275437.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -275470.593750 Penalty: 2550.776611
	Iteration 14Q: 3 clusters Score -275470.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -275492.562500 Penalty: 2550.776611
	Iteration 15Q: 3 clusters Score -275492.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -275508.468750 Penalty: 2550.776611
	Iteration 16Q: 3 clusters Score -275508.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -275521.000000 Penalty: 2550.776611
	Iteration 17Q: 3 clusters Score -275521 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -275537.031250 Penalty: 2550.776611
	Iteration 18Q: 3 clusters Score -275537 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -275548.781250 Penalty: 2550.776611
	Iteration 19Q: 3 clusters Score -275548.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -275561.593750 Penalty: 2550.776611
	Iteration 20F: 3 clusters Score -275561.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -275583.312500 Penalty: 2550.776611
	Iteration 21Q: 3 clusters Score -275583.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -275596.656250 Penalty: 2550.776611
	Iteration 22Q: 3 clusters Score -275596.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -275604.218750 Penalty: 2550.776611
	Iteration 23Q: 3 clusters Score -275604.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -275610.687500 Penalty: 2550.776611
	Iteration 24Q: 3 clusters Score -275610.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -275614.093750 Penalty: 2550.776611
	Iteration 25Q: 3 clusters Score -275614.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -275616.968750 Penalty: 2550.776611
	Iteration 26Q: 3 clusters Score -275617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -275619.875000 Penalty: 2550.776611
	Iteration 27Q: 3 clusters Score -275619.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -275621.625000 Penalty: 2550.776611
	Iteration 28Q: 3 clusters Score -275621.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -275622.875000 Penalty: 2550.776611
	Iteration 29Q: 3 clusters Score -275622.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -275623.500000 Penalty: 2550.776611
	Iteration 30Q: 3 clusters Score -275623.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -275623.500000 Penalty: 2550.776611
	Iteration 31F: 3 clusters Score -275623.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Entering Unmasked Estep 
Score: -1055483.750000 Penalty: 1474.218262
	Iteration 0F: 2 clusters Score -1055484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1049204.875000 Penalty: 2948.436523
	Iteration 0F: 3 clusters Score -1049205 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1051213.750000 Penalty: 2948.436523
	Iteration 1F: 3 clusters Score -1051214 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1051475.750000 Penalty: 2948.436523
	Iteration 2F: 3 clusters Score -1051476 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1051628.875000 Penalty: 2948.436523
	Iteration 3F: 3 clusters Score -1051629 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1051732.625000 Penalty: 2948.436523
	Iteration 4Q: 3 clusters Score -1051733 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1051823.625000 Penalty: 2948.436523
	Iteration 5Q: 3 clusters Score -1051824 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1051905.125000 Penalty: 2948.436523
	Iteration 6Q: 3 clusters Score -1051905 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1051966.750000 Penalty: 2948.436523
	Iteration 7Q: 3 clusters Score -1051967 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1052034.375000 Penalty: 2948.436523
	Iteration 8Q: 3 clusters Score -1052034 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1052113.875000 Penalty: 2948.436523
	Iteration 9Q: 3 clusters Score -1052114 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1052246.500000 Penalty: 2948.436523
	Iteration 10Q: 3 clusters Score -1052246 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1052380.875000 Penalty: 2948.436523
	Iteration 11Q: 3 clusters Score -1052381 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1052738.250000 Penalty: 2948.436523
	Iteration 12Q: 3 clusters Score -1052738 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1053102.375000 Penalty: 2948.436523
	Iteration 13F: 3 clusters Score -1053102 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1053342.750000 Penalty: 2948.436523
	Iteration 14Q: 3 clusters Score -1053343 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1053463.375000 Penalty: 2948.436523
	Iteration 15Q: 3 clusters Score -1053463 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1053509.250000 Penalty: 2948.436523
	Iteration 16Q: 3 clusters Score -1053509 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1053672.000000 Penalty: 2948.436523
	Iteration 17Q: 3 clusters Score -1053672 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1053655.375000 Penalty: 2948.436523
	Iteration 18Q: 3 clusters Score -1053655 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1053776.875000 Penalty: 2948.436523
	Iteration 19Q: 3 clusters Score -1053777 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1053748.125000 Penalty: 2948.436523
	Iteration 20F: 3 clusters Score -1053748 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1053782.500000 Penalty: 2948.436523
	Iteration 21Q: 3 clusters Score -1053782 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1053825.125000 Penalty: 2948.436523
	Iteration 22Q: 3 clusters Score -1053825 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1053802.500000 Penalty: 2948.436523
	Iteration 23Q: 3 clusters Score -1053802 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1053745.500000 Penalty: 2948.436523
	Iteration 24Q: 3 clusters Score -1053746 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1053786.875000 Penalty: 2948.436523
	Iteration 25Q: 3 clusters Score -1053787 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1053808.250000 Penalty: 2948.436523
	Iteration 26Q: 3 clusters Score -1053808 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1053796.500000 Penalty: 2948.436523
	Iteration 27Q: 3 clusters Score -1053796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1053817.875000 Penalty: 2948.436523
	Iteration 28Q: 3 clusters Score -1053818 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1053865.500000 Penalty: 2948.436523
	Iteration 29Q: 3 clusters Score -1053866 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1053771.875000 Penalty: 2948.436523
	Iteration 30Q: 3 clusters Score -1053772 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1053848.500000 Penalty: 2948.436523
	Iteration 31Q: 3 clusters Score -1053848 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1053849.125000 Penalty: 2948.436523
	Iteration 32Q: 3 clusters Score -1053849 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1053876.625000 Penalty: 2948.436523
	Iteration 33Q: 3 clusters Score -1053877 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1053875.625000 Penalty: 2948.436523
	Iteration 34Q: 3 clusters Score -1053876 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1053839.875000 Penalty: 2948.436523
	Iteration 35Q: 3 clusters Score -1053840 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1053842.625000 Penalty: 2948.436523
	Iteration 36Q: 3 clusters Score -1053843 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1053870.375000 Penalty: 2948.436523
	Iteration 37Q: 3 clusters Score -1053870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1053883.250000 Penalty: 2948.436523
	Iteration 38Q: 3 clusters Score -1053883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1053880.875000 Penalty: 2948.436523
	Iteration 39Q: 3 clusters Score -1053881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1053880.875000 Penalty: 2948.436523
	Iteration 40F: 3 clusters Score -1053881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Entering Unmasked Estep 
Score: -28731.716797 Penalty: 944.310425
	Iteration 0F: 2 clusters Score -28731.72 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 154 members 
Entering Unmasked Estep 
Score: -27821.144531 Penalty: 1888.620850
	Iteration 0F: 3 clusters Score -27821.14 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -27986.796875 Penalty: 1888.620850
	Iteration 1F: 3 clusters Score -27986.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -28042.689453 Penalty: 1888.620850
	Iteration 2F: 3 clusters Score -28042.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -28065.847656 Penalty: 1888.620850
	Iteration 3Q: 3 clusters Score -28065.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -28081.767578 Penalty: 1888.620850
	Iteration 4Q: 3 clusters Score -28081.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -28092.988281 Penalty: 1888.620850
	Iteration 5Q: 3 clusters Score -28092.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -28094.992188 Penalty: 1888.620850
	Iteration 6Q: 3 clusters Score -28094.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -28097.015625 Penalty: 1888.620850
	Iteration 7Q: 3 clusters Score -28097.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -28099.574219 Penalty: 1888.620850
	Iteration 8Q: 3 clusters Score -28099.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -28105.171875 Penalty: 1888.620850
	Iteration 9Q: 3 clusters Score -28105.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -28107.751953 Penalty: 1888.620850
	Iteration 10Q: 3 clusters Score -28107.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -28107.751953 Penalty: 1888.620850
	Iteration 11F: 3 clusters Score -28107.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Entering Unmasked Estep 
Score: -14512.040039 Penalty: 879.392456
	Iteration 0F: 2 clusters Score -14512.04 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 132 members 
Entering Unmasked Estep 
Score: -13787.593750 Penalty: 1758.784912
	Iteration 0F: 3 clusters Score -13787.59 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13912.450195 Penalty: 1758.784912
	Iteration 1F: 3 clusters Score -13912.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14005.457031 Penalty: 1758.784912
	Iteration 2F: 3 clusters Score -14005.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14042.941406 Penalty: 1758.784912
	Iteration 3Q: 3 clusters Score -14042.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -14045.721680 Penalty: 1758.784912
	Iteration 4Q: 3 clusters Score -14045.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -14045.721680 Penalty: 1758.784912
	Iteration 5F: 3 clusters Score -14045.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (52369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52369 members 
Entering Unmasked Estep 
Score: -6232952.500000 Penalty: 1765.736328
	Iteration 0F: 2 clusters Score -6232952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -6197909.500000 Penalty: 3531.472656
	Iteration 0F: 3 clusters Score -6197910 nChanged 24565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
Score: -6211705.500000 Penalty: 3531.472656
	Iteration 1F: 3 clusters Score -6211706 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -6212119.500000 Penalty: 3531.472656
	Iteration 2Q: 3 clusters Score -6212120 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -6212506.000000 Penalty: 3531.472656
	Iteration 3Q: 3 clusters Score -6212506 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -6212851.000000 Penalty: 3531.472656
	Iteration 4Q: 3 clusters Score -6212851 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
Score: -6213319.000000 Penalty: 3531.472656
	Iteration 5Q: 3 clusters Score -6213319 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 30714 members 
Entering Unmasked Estep 
Score: -6213916.000000 Penalty: 3531.472656
	Iteration 6Q: 3 clusters Score -6213916 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 32830 members 
Entering Unmasked Estep 
Score: -6214916.500000 Penalty: 3531.472656
	Iteration 7Q: 3 clusters Score -6214916 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 35737 members 
Entering Unmasked Estep 
Score: -6216517.500000 Penalty: 3531.472656
	Iteration 8F: 3 clusters Score -6216518 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 39438 members 
Entering Unmasked Estep 
Score: -6219215.500000 Penalty: 3531.472656
	Iteration 9F: 3 clusters Score -6219216 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 43706 members 
Entering Unmasked Estep 
Score: -6222912.000000 Penalty: 3531.472656
	Iteration 10F: 3 clusters Score -6222912 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 47708 members 
Entering Unmasked Estep 
Score: -6226918.500000 Penalty: 3531.472656
	Iteration 11F: 3 clusters Score -6226918 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 50382 members 
Entering Unmasked Estep 
Score: -6229547.000000 Penalty: 3531.472656
	Iteration 12F: 3 clusters Score -6229547 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 51601 members 
Entering Unmasked Estep 
Score: -6230710.500000 Penalty: 3531.472656
	Iteration 13Q: 3 clusters Score -6230710 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 52015 members 
Entering Unmasked Estep 
Score: -6231112.000000 Penalty: 3531.472656
	Iteration 14Q: 3 clusters Score -6231112 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 52126 members 
Entering Unmasked Estep 
Score: -6231264.000000 Penalty: 3531.472656
	Iteration 15Q: 3 clusters Score -6231264 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 52163 members 
Entering Unmasked Estep 
Score: -6231342.500000 Penalty: 3531.472656
	Iteration 16Q: 3 clusters Score -6231342 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 52179 members 
Entering Unmasked Estep 
Score: -6231377.000000 Penalty: 3531.472656
	Iteration 17Q: 3 clusters Score -6231377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 52182 members 
Entering Unmasked Estep 
Score: -6231384.500000 Penalty: 3531.472656
	Iteration 18Q: 3 clusters Score -6231384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 52188 members 
Entering Unmasked Estep 
Score: -6231388.500000 Penalty: 3531.472656
	Iteration 19Q: 3 clusters Score -6231388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 52189 members 
Entering Unmasked Estep 
Score: -6231386.500000 Penalty: 3531.472656
	Iteration 20F: 3 clusters Score -6231386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 52190 members 
Entering Unmasked Estep 
Score: -6231396.500000 Penalty: 3531.472656
	Iteration 21Q: 3 clusters Score -6231396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 52193 members 
Entering Unmasked Estep 
Score: -6231401.500000 Penalty: 3531.472656
	Iteration 22Q: 3 clusters Score -6231402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 52195 members 
Entering Unmasked Estep 
Score: -6231398.000000 Penalty: 3531.472656
	Iteration 23Q: 3 clusters Score -6231398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 52200 members 
Entering Unmasked Estep 
Score: -6231412.500000 Penalty: 3531.472656
	Iteration 24Q: 3 clusters Score -6231412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 52202 members 
Entering Unmasked Estep 
Score: -6231423.000000 Penalty: 3531.472656
	Iteration 25Q: 3 clusters Score -6231423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 52204 members 
Entering Unmasked Estep 
Score: -6231426.000000 Penalty: 3531.472656
	Iteration 26Q: 3 clusters Score -6231426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 52203 members 
Entering Unmasked Estep 
Score: -6231434.000000 Penalty: 3531.472656
	Iteration 27Q: 3 clusters Score -6231434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 52202 members 
Entering Unmasked Estep 
Score: -6231433.000000 Penalty: 3531.472656
	Iteration 28Q: 3 clusters Score -6231433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 52202 members 
Entering Unmasked Estep 
Score: -6231436.000000 Penalty: 3531.472656
	Iteration 29Q: 3 clusters Score -6231436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 52202 members 
Entering Unmasked Estep 
Score: -6231434.000000 Penalty: 3531.472656
	Iteration 30Q: 3 clusters Score -6231434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 52203 members 
Entering Unmasked Estep 
Score: -6231433.500000 Penalty: 3531.472656
	Iteration 31Q: 3 clusters Score -6231434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 52203 members 
Entering Unmasked Estep 
Score: -6231433.500000 Penalty: 3531.472656
	Iteration 32F: 3 clusters Score -6231434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Entering Unmasked Estep 
Score: -145662.671875 Penalty: 1169.583252
	Iteration 0F: 2 clusters Score -145662.7 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 672 members 
Entering Unmasked Estep 
Score: -144023.328125 Penalty: 2339.166504
	Iteration 0F: 3 clusters Score -144023.3 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -144327.015625 Penalty: 2339.166504
	Iteration 1F: 3 clusters Score -144327 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -144417.109375 Penalty: 2339.166504
	Iteration 2F: 3 clusters Score -144417.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -144461.234375 Penalty: 2339.166504
	Iteration 3Q: 3 clusters Score -144461.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -144481.734375 Penalty: 2339.166504
	Iteration 4Q: 3 clusters Score -144481.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -144496.203125 Penalty: 2339.166504
	Iteration 5Q: 3 clusters Score -144496.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -144502.640625 Penalty: 2339.166504
	Iteration 6Q: 3 clusters Score -144502.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -144509.031250 Penalty: 2339.166504
	Iteration 7Q: 3 clusters Score -144509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -144517.031250 Penalty: 2339.166504
	Iteration 8Q: 3 clusters Score -144517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -144524.203125 Penalty: 2339.166504
	Iteration 9Q: 3 clusters Score -144524.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -144532.718750 Penalty: 2339.166504
	Iteration 10Q: 3 clusters Score -144532.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -144538.781250 Penalty: 2339.166504
	Iteration 11Q: 3 clusters Score -144538.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -144544.718750 Penalty: 2339.166504
	Iteration 12Q: 3 clusters Score -144544.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -144549.937500 Penalty: 2339.166504
	Iteration 13Q: 3 clusters Score -144549.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -144555.953125 Penalty: 2339.166504
	Iteration 14Q: 3 clusters Score -144556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -144562.171875 Penalty: 2339.166504
	Iteration 15Q: 3 clusters Score -144562.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -144563.796875 Penalty: 2339.166504
	Iteration 16Q: 3 clusters Score -144563.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -144565.015625 Penalty: 2339.166504
	Iteration 17Q: 3 clusters Score -144565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -144566.093750 Penalty: 2339.166504
	Iteration 18Q: 3 clusters Score -144566.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -144566.093750 Penalty: 2339.166504
	Iteration 19F: 3 clusters Score -144566.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -32750.140625 Penalty: 992.028870
	Iteration 0F: 2 clusters Score -32750.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -31815.310547 Penalty: 1984.057739
	Iteration 0F: 3 clusters Score -31815.31 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -32125.845703 Penalty: 1984.057739
	Iteration 1F: 3 clusters Score -32125.85 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -32235.869141 Penalty: 1984.057739
	Iteration 2F: 3 clusters Score -32235.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -32291.308594 Penalty: 1984.057739
	Iteration 3Q: 3 clusters Score -32291.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -32306.736328 Penalty: 1984.057739
	Iteration 4Q: 3 clusters Score -32306.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -32317.253906 Penalty: 1984.057739
	Iteration 5Q: 3 clusters Score -32317.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -32323.468750 Penalty: 1984.057739
	Iteration 6Q: 3 clusters Score -32323.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -32330.330078 Penalty: 1984.057739
	Iteration 7Q: 3 clusters Score -32330.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -32335.800781 Penalty: 1984.057739
	Iteration 8Q: 3 clusters Score -32335.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -32339.068359 Penalty: 1984.057739
	Iteration 9Q: 3 clusters Score -32339.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -32341.628906 Penalty: 1984.057739
	Iteration 10Q: 3 clusters Score -32341.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -32344.208984 Penalty: 1984.057739
	Iteration 11Q: 3 clusters Score -32344.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -32344.208984 Penalty: 1984.057739
	Iteration 12F: 3 clusters Score -32344.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Entering Unmasked Estep 
Score: -30063.332031 Penalty: 963.125488
	Iteration 0F: 2 clusters Score -30063.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -29142.156250 Penalty: 1926.250977
	Iteration 0F: 3 clusters Score -29142.16 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -29411.724609 Penalty: 1926.250977
	Iteration 1F: 3 clusters Score -29411.72 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -29547.117188 Penalty: 1926.250977
	Iteration 2F: 3 clusters Score -29547.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -29606.777344 Penalty: 1926.250977
	Iteration 3Q: 3 clusters Score -29606.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -29690.787109 Penalty: 1926.250977
	Iteration 4Q: 3 clusters Score -29690.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -29717.972656 Penalty: 1926.250977
	Iteration 5Q: 3 clusters Score -29717.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -29724.023438 Penalty: 1926.250977
	Iteration 6Q: 3 clusters Score -29724.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -29731.644531 Penalty: 1926.250977
	Iteration 7Q: 3 clusters Score -29731.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -29740.242188 Penalty: 1926.250977
	Iteration 8Q: 3 clusters Score -29740.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -29752.832031 Penalty: 1926.250977
	Iteration 9Q: 3 clusters Score -29752.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -29761.541016 Penalty: 1926.250977
	Iteration 10Q: 3 clusters Score -29761.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -29769.968750 Penalty: 1926.250977
	Iteration 11Q: 3 clusters Score -29769.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -29769.968750 Penalty: 1926.250977
	Iteration 12F: 3 clusters Score -29769.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (51332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51332 members 
Entering Unmasked Estep 
Score: -6012182.000000 Penalty: 1762.486328
	Iteration 0F: 2 clusters Score -6012182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -5978075.000000 Penalty: 3524.972656
	Iteration 0F: 3 clusters Score -5978075 nChanged 24032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -5991434.000000 Penalty: 3524.972656
	Iteration 1F: 3 clusters Score -5991434 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28738 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -5991962.000000 Penalty: 3524.972656
	Iteration 2Q: 3 clusters Score -5991962 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30560 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -5992777.000000 Penalty: 3524.972656
	Iteration 3Q: 3 clusters Score -5992777 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33245 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -5994240.500000 Penalty: 3524.972656
	Iteration 4F: 3 clusters Score -5994240 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36978 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -5996915.500000 Penalty: 3524.972656
	Iteration 5F: 3 clusters Score -5996916 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41613 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -6000949.000000 Penalty: 3524.972656
	Iteration 6F: 3 clusters Score -6000949 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46176 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -6005474.500000 Penalty: 3524.972656
	Iteration 7F: 3 clusters Score -6005474 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49281 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -6008605.500000 Penalty: 3524.972656
	Iteration 8F: 3 clusters Score -6008606 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50673 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -6009948.500000 Penalty: 3524.972656
	Iteration 9Q: 3 clusters Score -6009948 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51079 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -6010369.500000 Penalty: 3524.972656
	Iteration 10Q: 3 clusters Score -6010370 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51179 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -6010512.500000 Penalty: 3524.972656
	Iteration 11Q: 3 clusters Score -6010512 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51204 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -6010563.500000 Penalty: 3524.972656
	Iteration 12Q: 3 clusters Score -6010564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51212 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -6010582.500000 Penalty: 3524.972656
	Iteration 13Q: 3 clusters Score -6010582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51213 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -6010586.000000 Penalty: 3524.972656
	Iteration 14Q: 3 clusters Score -6010586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51214 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -6010593.000000 Penalty: 3524.972656
	Iteration 15Q: 3 clusters Score -6010593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51214 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -6010593.000000 Penalty: 3524.972656
	Iteration 16F: 3 clusters Score -6010593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (12833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Entering Unmasked Estep 
Score: -1454382.875000 Penalty: 1537.213379
	Iteration 0F: 2 clusters Score -1454383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1445455.375000 Penalty: 3074.426758
	Iteration 0F: 3 clusters Score -1445455 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1448312.500000 Penalty: 3074.426758
	Iteration 1F: 3 clusters Score -1448312 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1448538.125000 Penalty: 3074.426758
	Iteration 2Q: 3 clusters Score -1448538 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1448718.875000 Penalty: 3074.426758
	Iteration 3Q: 3 clusters Score -1448719 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1448878.375000 Penalty: 3074.426758
	Iteration 4Q: 3 clusters Score -1448878 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1449002.125000 Penalty: 3074.426758
	Iteration 5Q: 3 clusters Score -1449002 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1449133.750000 Penalty: 3074.426758
	Iteration 6Q: 3 clusters Score -1449134 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1449240.750000 Penalty: 3074.426758
	Iteration 7Q: 3 clusters Score -1449241 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1449337.500000 Penalty: 3074.426758
	Iteration 8Q: 3 clusters Score -1449338 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1449453.000000 Penalty: 3074.426758
	Iteration 9Q: 3 clusters Score -1449453 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1449561.500000 Penalty: 3074.426758
	Iteration 10Q: 3 clusters Score -1449562 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1449692.125000 Penalty: 3074.426758
	Iteration 11Q: 3 clusters Score -1449692 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1449897.000000 Penalty: 3074.426758
	Iteration 12Q: 3 clusters Score -1449897 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1450147.125000 Penalty: 3074.426758
	Iteration 13Q: 3 clusters Score -1450147 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1450446.000000 Penalty: 3074.426758
	Iteration 14Q: 3 clusters Score -1450446 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1450764.375000 Penalty: 3074.426758
	Iteration 15Q: 3 clusters Score -1450764 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1451034.250000 Penalty: 3074.426758
	Iteration 16Q: 3 clusters Score -1451034 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1451303.375000 Penalty: 3074.426758
	Iteration 17Q: 3 clusters Score -1451303 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1451529.250000 Penalty: 3074.426758
	Iteration 18Q: 3 clusters Score -1451529 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1451750.250000 Penalty: 3074.426758
	Iteration 19Q: 3 clusters Score -1451750 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1451946.875000 Penalty: 3074.426758
	Iteration 20F: 3 clusters Score -1451947 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1452104.875000 Penalty: 3074.426758
	Iteration 21Q: 3 clusters Score -1452105 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1452240.625000 Penalty: 3074.426758
	Iteration 22Q: 3 clusters Score -1452241 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1452354.250000 Penalty: 3074.426758
	Iteration 23Q: 3 clusters Score -1452354 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1452441.625000 Penalty: 3074.426758
	Iteration 24Q: 3 clusters Score -1452442 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1452527.875000 Penalty: 3074.426758
	Iteration 25Q: 3 clusters Score -1452528 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1452606.625000 Penalty: 3074.426758
	Iteration 26Q: 3 clusters Score -1452607 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1452669.875000 Penalty: 3074.426758
	Iteration 27Q: 3 clusters Score -1452670 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1452737.625000 Penalty: 3074.426758
	Iteration 28Q: 3 clusters Score -1452738 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1452800.500000 Penalty: 3074.426758
	Iteration 29Q: 3 clusters Score -1452800 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1452843.750000 Penalty: 3074.426758
	Iteration 30Q: 3 clusters Score -1452844 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1452886.500000 Penalty: 3074.426758
	Iteration 31Q: 3 clusters Score -1452886 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1452930.500000 Penalty: 3074.426758
	Iteration 32Q: 3 clusters Score -1452930 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1452967.625000 Penalty: 3074.426758
	Iteration 33Q: 3 clusters Score -1452968 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1452995.750000 Penalty: 3074.426758
	Iteration 34Q: 3 clusters Score -1452996 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1453021.500000 Penalty: 3074.426758
	Iteration 35Q: 3 clusters Score -1453022 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1453036.875000 Penalty: 3074.426758
	Iteration 36Q: 3 clusters Score -1453037 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1453045.625000 Penalty: 3074.426758
	Iteration 37Q: 3 clusters Score -1453046 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1453057.500000 Penalty: 3074.426758
	Iteration 38Q: 3 clusters Score -1453058 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1453068.250000 Penalty: 3074.426758
	Iteration 39Q: 3 clusters Score -1453068 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1453073.375000 Penalty: 3074.426758
	Iteration 40F: 3 clusters Score -1453073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1453075.500000 Penalty: 3074.426758
	Iteration 41Q: 3 clusters Score -1453076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1453085.375000 Penalty: 3074.426758
	Iteration 42Q: 3 clusters Score -1453085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1453086.000000 Penalty: 3074.426758
	Iteration 43Q: 3 clusters Score -1453086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1453088.125000 Penalty: 3074.426758
	Iteration 44Q: 3 clusters Score -1453088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1453090.250000 Penalty: 3074.426758
	Iteration 45Q: 3 clusters Score -1453090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1453087.750000 Penalty: 3074.426758
	Iteration 46Q: 3 clusters Score -1453088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1453089.250000 Penalty: 3074.426758
	Iteration 47Q: 3 clusters Score -1453089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1453089.625000 Penalty: 3074.426758
	Iteration 48Q: 3 clusters Score -1453090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1453091.000000 Penalty: 3074.426758
	Iteration 49Q: 3 clusters Score -1453091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1453092.625000 Penalty: 3074.426758
	Iteration 50Q: 3 clusters Score -1453093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1453094.750000 Penalty: 3074.426758
	Iteration 51Q: 3 clusters Score -1453095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1453100.000000 Penalty: 3074.426758
	Iteration 52Q: 3 clusters Score -1453100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1453100.875000 Penalty: 3074.426758
	Iteration 53Q: 3 clusters Score -1453101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1453105.375000 Penalty: 3074.426758
	Iteration 54Q: 3 clusters Score -1453105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1453106.875000 Penalty: 3074.426758
	Iteration 55Q: 3 clusters Score -1453107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1453107.500000 Penalty: 3074.426758
	Iteration 56Q: 3 clusters Score -1453108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1453109.625000 Penalty: 3074.426758
	Iteration 57Q: 3 clusters Score -1453110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1453109.750000 Penalty: 3074.426758
	Iteration 58Q: 3 clusters Score -1453110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1453111.875000 Penalty: 3074.426758
	Iteration 59Q: 3 clusters Score -1453112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1453111.000000 Penalty: 3074.426758
	Iteration 60F: 3 clusters Score -1453111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1453113.625000 Penalty: 3074.426758
	Iteration 61Q: 3 clusters Score -1453114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1453117.000000 Penalty: 3074.426758
	Iteration 62Q: 3 clusters Score -1453117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1453120.000000 Penalty: 3074.426758
	Iteration 63Q: 3 clusters Score -1453120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1453120.125000 Penalty: 3074.426758
	Iteration 64Q: 3 clusters Score -1453120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1453121.500000 Penalty: 3074.426758
	Iteration 65Q: 3 clusters Score -1453122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1453121.750000 Penalty: 3074.426758
	Iteration 66Q: 3 clusters Score -1453122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1453121.750000 Penalty: 3074.426758
	Iteration 67F: 3 clusters Score -1453122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Entering Unmasked Estep 
Score: -63104.917969 Penalty: 1041.653442
	Iteration 0F: 2 clusters Score -63104.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -61935.140625 Penalty: 2083.306885
	Iteration 0F: 3 clusters Score -61935.14 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -62158.183594 Penalty: 2083.306885
	Iteration 1F: 3 clusters Score -62158.18 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -62218.625000 Penalty: 2083.306885
	Iteration 2F: 3 clusters Score -62218.62 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -62264.152344 Penalty: 2083.306885
	Iteration 3Q: 3 clusters Score -62264.15 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -62317.261719 Penalty: 2083.306885
	Iteration 4Q: 3 clusters Score -62317.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -62350.968750 Penalty: 2083.306885
	Iteration 5Q: 3 clusters Score -62350.97 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -62394.886719 Penalty: 2083.306885
	Iteration 6Q: 3 clusters Score -62394.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -62438.761719 Penalty: 2083.306885
	Iteration 7Q: 3 clusters Score -62438.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -62467.433594 Penalty: 2083.306885
	Iteration 8Q: 3 clusters Score -62467.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -62473.511719 Penalty: 2083.306885
	Iteration 9Q: 3 clusters Score -62473.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -62483.957031 Penalty: 2083.306885
	Iteration 10Q: 3 clusters Score -62483.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -62493.406250 Penalty: 2083.306885
	Iteration 11Q: 3 clusters Score -62493.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -62498.261719 Penalty: 2083.306885
	Iteration 12Q: 3 clusters Score -62498.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -62506.382812 Penalty: 2083.306885
	Iteration 13Q: 3 clusters Score -62506.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -62510.445312 Penalty: 2083.306885
	Iteration 14Q: 3 clusters Score -62510.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -62511.050781 Penalty: 2083.306885
	Iteration 15Q: 3 clusters Score -62511.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -62511.050781 Penalty: 2083.306885
	Iteration 16F: 3 clusters Score -62511.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (11009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Entering Unmasked Estep 
Score: -1163648.375000 Penalty: 1512.301025
	Iteration 0F: 2 clusters Score -1163648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1155747.375000 Penalty: 3024.602051
	Iteration 0F: 3 clusters Score -1155747 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1158470.375000 Penalty: 3024.602051
	Iteration 1F: 3 clusters Score -1158470 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1158833.750000 Penalty: 3024.602051
	Iteration 2F: 3 clusters Score -1158834 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1159200.500000 Penalty: 3024.602051
	Iteration 3F: 3 clusters Score -1159200 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1159604.250000 Penalty: 3024.602051
	Iteration 4F: 3 clusters Score -1159604 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1160089.750000 Penalty: 3024.602051
	Iteration 5F: 3 clusters Score -1160090 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1160630.375000 Penalty: 3024.602051
	Iteration 6F: 3 clusters Score -1160630 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1161098.250000 Penalty: 3024.602051
	Iteration 7F: 3 clusters Score -1161098 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1161459.625000 Penalty: 3024.602051
	Iteration 8Q: 3 clusters Score -1161460 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1161755.375000 Penalty: 3024.602051
	Iteration 9Q: 3 clusters Score -1161755 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1162007.750000 Penalty: 3024.602051
	Iteration 10Q: 3 clusters Score -1162008 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1162178.250000 Penalty: 3024.602051
	Iteration 11Q: 3 clusters Score -1162178 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1162292.500000 Penalty: 3024.602051
	Iteration 12Q: 3 clusters Score -1162292 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1162371.375000 Penalty: 3024.602051
	Iteration 13Q: 3 clusters Score -1162371 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1162457.000000 Penalty: 3024.602051
	Iteration 14Q: 3 clusters Score -1162457 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1162531.750000 Penalty: 3024.602051
	Iteration 15Q: 3 clusters Score -1162532 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1162585.875000 Penalty: 3024.602051
	Iteration 16Q: 3 clusters Score -1162586 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1162624.375000 Penalty: 3024.602051
	Iteration 17Q: 3 clusters Score -1162624 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1162672.000000 Penalty: 3024.602051
	Iteration 18Q: 3 clusters Score -1162672 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1162713.875000 Penalty: 3024.602051
	Iteration 19Q: 3 clusters Score -1162714 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1162746.250000 Penalty: 3024.602051
	Iteration 20F: 3 clusters Score -1162746 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1162765.375000 Penalty: 3024.602051
	Iteration 21Q: 3 clusters Score -1162765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1162773.875000 Penalty: 3024.602051
	Iteration 22Q: 3 clusters Score -1162774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1162783.375000 Penalty: 3024.602051
	Iteration 23Q: 3 clusters Score -1162783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1162795.125000 Penalty: 3024.602051
	Iteration 24Q: 3 clusters Score -1162795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1162815.000000 Penalty: 3024.602051
	Iteration 25Q: 3 clusters Score -1162815 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1162836.125000 Penalty: 3024.602051
	Iteration 26Q: 3 clusters Score -1162836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1162848.875000 Penalty: 3024.602051
	Iteration 27Q: 3 clusters Score -1162849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1162860.750000 Penalty: 3024.602051
	Iteration 28Q: 3 clusters Score -1162861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1162865.250000 Penalty: 3024.602051
	Iteration 29Q: 3 clusters Score -1162865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1162871.750000 Penalty: 3024.602051
	Iteration 30Q: 3 clusters Score -1162872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1162884.875000 Penalty: 3024.602051
	Iteration 31Q: 3 clusters Score -1162885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1162890.750000 Penalty: 3024.602051
	Iteration 32Q: 3 clusters Score -1162891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1162893.250000 Penalty: 3024.602051
	Iteration 33Q: 3 clusters Score -1162893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1162893.250000 Penalty: 3024.602051
	Iteration 34F: 3 clusters Score -1162893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (43792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43792 members 
Entering Unmasked Estep 
Score: -5226593.000000 Penalty: 1736.671021
	Iteration 0F: 2 clusters Score -5226593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -5197346.500000 Penalty: 3473.342041
	Iteration 0F: 3 clusters Score -5197346 nChanged 20466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -5208513.000000 Penalty: 3473.342041
	Iteration 1F: 3 clusters Score -5208513 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -5208871.000000 Penalty: 3473.342041
	Iteration 2Q: 3 clusters Score -5208871 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -5209255.500000 Penalty: 3473.342041
	Iteration 3Q: 3 clusters Score -5209256 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -5209636.000000 Penalty: 3473.342041
	Iteration 4Q: 3 clusters Score -5209636 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -5210038.000000 Penalty: 3473.342041
	Iteration 5Q: 3 clusters Score -5210038 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -5210599.000000 Penalty: 3473.342041
	Iteration 6Q: 3 clusters Score -5210599 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -5211486.000000 Penalty: 3473.342041
	Iteration 7Q: 3 clusters Score -5211486 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -5213069.000000 Penalty: 3473.342041
	Iteration 8F: 3 clusters Score -5213069 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -5215272.500000 Penalty: 3473.342041
	Iteration 9F: 3 clusters Score -5215272 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -5217699.500000 Penalty: 3473.342041
	Iteration 10F: 3 clusters Score -5217700 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -5219383.500000 Penalty: 3473.342041
	Iteration 11F: 3 clusters Score -5219384 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -5220288.000000 Penalty: 3473.342041
	Iteration 12Q: 3 clusters Score -5220288 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -5221064.500000 Penalty: 3473.342041
	Iteration 13Q: 3 clusters Score -5221064 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -5221853.500000 Penalty: 3473.342041
	Iteration 14Q: 3 clusters Score -5221854 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -5222671.500000 Penalty: 3473.342041
	Iteration 15Q: 3 clusters Score -5222672 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -5223377.000000 Penalty: 3473.342041
	Iteration 16Q: 3 clusters Score -5223377 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -5223889.500000 Penalty: 3473.342041
	Iteration 17Q: 3 clusters Score -5223890 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28375 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -5224100.000000 Penalty: 3473.342041
	Iteration 18Q: 3 clusters Score -5224100 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -5224251.500000 Penalty: 3473.342041
	Iteration 19Q: 3 clusters Score -5224252 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28925 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -5224333.500000 Penalty: 3473.342041
	Iteration 20F: 3 clusters Score -5224334 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -5224377.500000 Penalty: 3473.342041
	Iteration 21Q: 3 clusters Score -5224378 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29385 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -5224394.500000 Penalty: 3473.342041
	Iteration 22Q: 3 clusters Score -5224394 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -5224385.000000 Penalty: 3473.342041
	Iteration 23Q: 3 clusters Score -5224385 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -5224416.500000 Penalty: 3473.342041
	Iteration 24Q: 3 clusters Score -5224416 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29810 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -5224416.000000 Penalty: 3473.342041
	Iteration 25Q: 3 clusters Score -5224416 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -5224445.500000 Penalty: 3473.342041
	Iteration 26Q: 3 clusters Score -5224446 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30017 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -5224458.500000 Penalty: 3473.342041
	Iteration 27Q: 3 clusters Score -5224458 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30094 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -5224463.000000 Penalty: 3473.342041
	Iteration 28Q: 3 clusters Score -5224463 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -5224439.000000 Penalty: 3473.342041
	Iteration 29Q: 3 clusters Score -5224439 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -5224475.500000 Penalty: 3473.342041
	Iteration 30Q: 3 clusters Score -5224476 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30378 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -5224506.500000 Penalty: 3473.342041
	Iteration 31Q: 3 clusters Score -5224506 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30671 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -5224518.500000 Penalty: 3473.342041
	Iteration 32Q: 3 clusters Score -5224518 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30676 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -5224522.000000 Penalty: 3473.342041
	Iteration 33Q: 3 clusters Score -5224522 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30733 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -5224518.000000 Penalty: 3473.342041
	Iteration 34Q: 3 clusters Score -5224518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30756 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -5224526.500000 Penalty: 3473.342041
	Iteration 35Q: 3 clusters Score -5224526 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30896 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -5224529.500000 Penalty: 3473.342041
	Iteration 36Q: 3 clusters Score -5224530 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -5224541.000000 Penalty: 3473.342041
	Iteration 37Q: 3 clusters Score -5224541 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -5224540.500000 Penalty: 3473.342041
	Iteration 38Q: 3 clusters Score -5224540 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -5224555.000000 Penalty: 3473.342041
	Iteration 39Q: 3 clusters Score -5224555 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31277 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -5224540.000000 Penalty: 3473.342041
	Iteration 40F: 3 clusters Score -5224540 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31427 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -5224551.500000 Penalty: 3473.342041
	Iteration 41Q: 3 clusters Score -5224552 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31531 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -5224574.500000 Penalty: 3473.342041
	Iteration 42Q: 3 clusters Score -5224574 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -5224547.500000 Penalty: 3473.342041
	Iteration 43Q: 3 clusters Score -5224548 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31717 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -5224593.500000 Penalty: 3473.342041
	Iteration 44Q: 3 clusters Score -5224594 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -5224596.000000 Penalty: 3473.342041
	Iteration 45Q: 3 clusters Score -5224596 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31639 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -5224595.500000 Penalty: 3473.342041
	Iteration 46Q: 3 clusters Score -5224596 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31593 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -5224576.500000 Penalty: 3473.342041
	Iteration 47Q: 3 clusters Score -5224576 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31640 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -5224598.000000 Penalty: 3473.342041
	Iteration 48Q: 3 clusters Score -5224598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -5224569.500000 Penalty: 3473.342041
	Iteration 49Q: 3 clusters Score -5224570 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -5224599.500000 Penalty: 3473.342041
	Iteration 50Q: 3 clusters Score -5224600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31640 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -5224582.000000 Penalty: 3473.342041
	Iteration 51Q: 3 clusters Score -5224582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -5224586.500000 Penalty: 3473.342041
	Iteration 52Q: 3 clusters Score -5224586 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31668 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -5224589.000000 Penalty: 3473.342041
	Iteration 53Q: 3 clusters Score -5224589 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -5224584.000000 Penalty: 3473.342041
	Iteration 54Q: 3 clusters Score -5224584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -5224584.000000 Penalty: 3473.342041
	Iteration 55F: 3 clusters Score -5224584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -29527.748047 Penalty: 940.370789
	Iteration 0F: 2 clusters Score -29527.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -28612.210938 Penalty: 1880.741577
	Iteration 0F: 3 clusters Score -28612.21 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -28746.316406 Penalty: 1880.741577
	Iteration 1F: 3 clusters Score -28746.32 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -28803.927734 Penalty: 1880.741577
	Iteration 2F: 3 clusters Score -28803.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -28845.908203 Penalty: 1880.741577
	Iteration 3Q: 3 clusters Score -28845.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -28908.787109 Penalty: 1880.741577
	Iteration 4Q: 3 clusters Score -28908.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -28942.181641 Penalty: 1880.741577
	Iteration 5Q: 3 clusters Score -28942.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -28966.312500 Penalty: 1880.741577
	Iteration 6Q: 3 clusters Score -28966.31 nChanged 7
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: -29013.021484 Penalty: 1880.741577
	Iteration 7Q: 3 clusters Score -29013.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -29039.466797 Penalty: 1880.741577
	Iteration 8Q: 3 clusters Score -29039.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -29095.750000 Penalty: 1880.741577
	Iteration 9Q: 3 clusters Score -29095.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -29115.457031 Penalty: 1880.741577
	Iteration 10Q: 3 clusters Score -29115.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -29119.859375 Penalty: 1880.741577
	Iteration 11Q: 3 clusters Score -29119.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -29121.917969 Penalty: 1880.741577
	Iteration 12Q: 3 clusters Score -29121.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -29121.917969 Penalty: 1880.741577
	Iteration 13F: 3 clusters Score -29121.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -8195.870117 Penalty: 850.921814
	Iteration 0F: 2 clusters Score -8195.87 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 86 members 
Entering Unmasked Estep 
Score: -7538.489746 Penalty: 1701.843628
	Iteration 0F: 3 clusters Score -7538.49 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -7649.007324 Penalty: 1701.843628
	Iteration 1F: 3 clusters Score -7649.007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7655.916016 Penalty: 1701.843628
	Iteration 2Q: 3 clusters Score -7655.916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7665.529785 Penalty: 1701.843628
	Iteration 3Q: 3 clusters Score -7665.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -7677.632812 Penalty: 1701.843628
	Iteration 4Q: 3 clusters Score -7677.633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7683.402344 Penalty: 1701.843628
	Iteration 5Q: 3 clusters Score -7683.402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -7683.402344 Penalty: 1701.843628
	Iteration 6F: 3 clusters Score -7683.402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (53833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53833 members 
Entering Unmasked Estep 
Score: -6365961.000000 Penalty: 1770.216919
	Iteration 0F: 2 clusters Score -6365961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -6330000.000000 Penalty: 3540.433838
	Iteration 0F: 3 clusters Score -6330000 nChanged 25392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -6344175.500000 Penalty: 3540.433838
	Iteration 1F: 3 clusters Score -6344176 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 27455 members 
Entering Unmasked Estep 
Score: -6344563.000000 Penalty: 3540.433838
	Iteration 2Q: 3 clusters Score -6344563 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 27857 members 
Entering Unmasked Estep 
Score: -6344998.000000 Penalty: 3540.433838
	Iteration 3Q: 3 clusters Score -6344998 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -6345560.000000 Penalty: 3540.433838
	Iteration 4Q: 3 clusters Score -6345560 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -6346148.500000 Penalty: 3540.433838
	Iteration 5Q: 3 clusters Score -6346148 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -6346855.000000 Penalty: 3540.433838
	Iteration 6Q: 3 clusters Score -6346855 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 31686 members 
Entering Unmasked Estep 
Score: -6347817.500000 Penalty: 3540.433838
	Iteration 7Q: 3 clusters Score -6347818 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 33457 members 
Entering Unmasked Estep 
Score: -6349193.000000 Penalty: 3540.433838
	Iteration 8Q: 3 clusters Score -6349193 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 35630 members 
Entering Unmasked Estep 
Score: -6350970.000000 Penalty: 3540.433838
	Iteration 9F: 3 clusters Score -6350970 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 37906 members 
Entering Unmasked Estep 
Score: -6353025.500000 Penalty: 3540.433838
	Iteration 10F: 3 clusters Score -6353026 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 40042 members 
Entering Unmasked Estep 
Score: -6355085.500000 Penalty: 3540.433838
	Iteration 11F: 3 clusters Score -6355086 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
Score: -6356591.500000 Penalty: 3540.433838
	Iteration 12Q: 3 clusters Score -6356592 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 43219 members 
Entering Unmasked Estep 
Score: -6357630.000000 Penalty: 3540.433838
	Iteration 13Q: 3 clusters Score -6357630 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 44469 members 
Entering Unmasked Estep 
Score: -6358428.500000 Penalty: 3540.433838
	Iteration 14Q: 3 clusters Score -6358428 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 45656 members 
Entering Unmasked Estep 
Score: -6359093.500000 Penalty: 3540.433838
	Iteration 15Q: 3 clusters Score -6359094 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 46734 members 
Entering Unmasked Estep 
Score: -6359720.000000 Penalty: 3540.433838
	Iteration 16Q: 3 clusters Score -6359720 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 47751 members 
Entering Unmasked Estep 
Score: -6360376.500000 Penalty: 3540.433838
	Iteration 17Q: 3 clusters Score -6360376 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 48696 members 
Entering Unmasked Estep 
Score: -6361041.000000 Penalty: 3540.433838
	Iteration 18Q: 3 clusters Score -6361041 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 49548 members 
Entering Unmasked Estep 
Score: -6361700.500000 Penalty: 3540.433838
	Iteration 19Q: 3 clusters Score -6361700 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 50229 members 
Entering Unmasked Estep 
Score: -6362279.000000 Penalty: 3540.433838
	Iteration 20F: 3 clusters Score -6362279 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 50764 members 
Entering Unmasked Estep 
Score: -6362726.500000 Penalty: 3540.433838
	Iteration 21Q: 3 clusters Score -6362726 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 51161 members 
Entering Unmasked Estep 
Score: -6363054.500000 Penalty: 3540.433838
	Iteration 22Q: 3 clusters Score -6363054 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 51469 members 
Entering Unmasked Estep 
Score: -6363303.000000 Penalty: 3540.433838
	Iteration 23Q: 3 clusters Score -6363303 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 51712 members 
Entering Unmasked Estep 
Score: -6363507.500000 Penalty: 3540.433838
	Iteration 24Q: 3 clusters Score -6363508 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 51913 members 
Entering Unmasked Estep 
Score: -6363695.000000 Penalty: 3540.433838
	Iteration 25Q: 3 clusters Score -6363695 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 52103 members 
Entering Unmasked Estep 
Score: -6363859.500000 Penalty: 3540.433838
	Iteration 26Q: 3 clusters Score -6363860 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 52259 members 
Entering Unmasked Estep 
Score: -6363970.500000 Penalty: 3540.433838
	Iteration 27Q: 3 clusters Score -6363970 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 52373 members 
Entering Unmasked Estep 
Score: -6364033.500000 Penalty: 3540.433838
	Iteration 28Q: 3 clusters Score -6364034 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 52457 members 
Entering Unmasked Estep 
Score: -6364094.500000 Penalty: 3540.433838
	Iteration 29Q: 3 clusters Score -6364094 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 52528 members 
Entering Unmasked Estep 
Score: -6364136.000000 Penalty: 3540.433838
	Iteration 30Q: 3 clusters Score -6364136 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 52586 members 
Entering Unmasked Estep 
Score: -6364200.500000 Penalty: 3540.433838
	Iteration 31Q: 3 clusters Score -6364200 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 52627 members 
Entering Unmasked Estep 
Score: -6364219.000000 Penalty: 3540.433838
	Iteration 32Q: 3 clusters Score -6364219 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 52667 members 
Entering Unmasked Estep 
Score: -6364240.500000 Penalty: 3540.433838
	Iteration 33Q: 3 clusters Score -6364240 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 52701 members 
Entering Unmasked Estep 
Score: -6364262.000000 Penalty: 3540.433838
	Iteration 34Q: 3 clusters Score -6364262 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 52728 members 
Entering Unmasked Estep 
Score: -6364262.000000 Penalty: 3540.433838
	Iteration 35Q: 3 clusters Score -6364262 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 52750 members 
Entering Unmasked Estep 
Score: -6364275.500000 Penalty: 3540.433838
	Iteration 36Q: 3 clusters Score -6364276 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 52772 members 
Entering Unmasked Estep 
Score: -6364284.500000 Penalty: 3540.433838
	Iteration 37Q: 3 clusters Score -6364284 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 52794 members 
Entering Unmasked Estep 
Score: -6364306.000000 Penalty: 3540.433838
	Iteration 38Q: 3 clusters Score -6364306 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 52816 members 
Entering Unmasked Estep 
Score: -6364315.000000 Penalty: 3540.433838
	Iteration 39Q: 3 clusters Score -6364315 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 52827 members 
Entering Unmasked Estep 
Score: -6364340.500000 Penalty: 3540.433838
	Iteration 40F: 3 clusters Score -6364340 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 52842 members 
Entering Unmasked Estep 
Score: -6364345.000000 Penalty: 3540.433838
	Iteration 41Q: 3 clusters Score -6364345 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 52855 members 
Entering Unmasked Estep 
Score: -6364345.000000 Penalty: 3540.433838
	Iteration 42Q: 3 clusters Score -6364345 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 52868 members 
Entering Unmasked Estep 
Score: -6364352.500000 Penalty: 3540.433838
	Iteration 43Q: 3 clusters Score -6364352 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 52878 members 
Entering Unmasked Estep 
Score: -6364366.500000 Penalty: 3540.433838
	Iteration 44Q: 3 clusters Score -6364366 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 52892 members 
Entering Unmasked Estep 
Score: -6364374.500000 Penalty: 3540.433838
	Iteration 45Q: 3 clusters Score -6364374 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 52905 members 
Entering Unmasked Estep 
Score: -6364391.500000 Penalty: 3540.433838
	Iteration 46Q: 3 clusters Score -6364392 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 52910 members 
Entering Unmasked Estep 
Score: -6364386.500000 Penalty: 3540.433838
	Iteration 47Q: 3 clusters Score -6364386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 52917 members 
Entering Unmasked Estep 
Score: -6364403.000000 Penalty: 3540.433838
	Iteration 48Q: 3 clusters Score -6364403 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 52929 members 
Entering Unmasked Estep 
Score: -6364408.000000 Penalty: 3540.433838
	Iteration 49Q: 3 clusters Score -6364408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 52944 members 
Entering Unmasked Estep 
Score: -6364419.500000 Penalty: 3540.433838
	Iteration 50Q: 3 clusters Score -6364420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 52952 members 
Entering Unmasked Estep 
Score: -6364428.500000 Penalty: 3540.433838
	Iteration 51Q: 3 clusters Score -6364428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 52966 members 
Entering Unmasked Estep 
Score: -6364439.000000 Penalty: 3540.433838
	Iteration 52Q: 3 clusters Score -6364439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 52974 members 
Entering Unmasked Estep 
Score: -6364439.500000 Penalty: 3540.433838
	Iteration 53Q: 3 clusters Score -6364440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 52979 members 
Entering Unmasked Estep 
Score: -6364450.000000 Penalty: 3540.433838
	Iteration 54Q: 3 clusters Score -6364450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 52984 members 
Entering Unmasked Estep 
Score: -6364451.500000 Penalty: 3540.433838
	Iteration 55Q: 3 clusters Score -6364452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 52991 members 
Entering Unmasked Estep 
Score: -6364451.000000 Penalty: 3540.433838
	Iteration 56Q: 3 clusters Score -6364451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 52998 members 
Entering Unmasked Estep 
Score: -6364453.500000 Penalty: 3540.433838
	Iteration 57Q: 3 clusters Score -6364454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 53001 members 
Entering Unmasked Estep 
Score: -6364457.000000 Penalty: 3540.433838
	Iteration 58Q: 3 clusters Score -6364457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 53006 members 
Entering Unmasked Estep 
Score: -6364458.500000 Penalty: 3540.433838
	Iteration 59Q: 3 clusters Score -6364458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 53006 members 
Entering Unmasked Estep 
Score: -6364458.000000 Penalty: 3540.433838
	Iteration 60F: 3 clusters Score -6364458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (191990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191990 members 
Entering Unmasked Estep 
Score: -22018596.000000 Penalty: 1976.844727
	Iteration 0F: 2 clusters Score -2.20186e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96233 members 
Mstep: Class 2 contains 95757 members 
Entering Unmasked Estep 
Score: -21910134.000000 Penalty: 3953.689453
	Iteration 0F: 3 clusters Score -2.191013e+07 nChanged 92942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102067 members 
Mstep: Class 2 contains 89923 members 
Entering Unmasked Estep 
Score: -21965250.000000 Penalty: 3953.689453
	Iteration 1F: 3 clusters Score -2.196525e+07 nChanged 7452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105129 members 
Mstep: Class 2 contains 86861 members 
Entering Unmasked Estep 
Score: -21967140.000000 Penalty: 3953.689453
	Iteration 2Q: 3 clusters Score -2.196714e+07 nChanged 8597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108984 members 
Mstep: Class 2 contains 83006 members 
Entering Unmasked Estep 
Score: -21969986.000000 Penalty: 3953.689453
	Iteration 3Q: 3 clusters Score -2.196999e+07 nChanged 10189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113397 members 
Mstep: Class 2 contains 78593 members 
Entering Unmasked Estep 
Score: -21974298.000000 Penalty: 3953.689453
	Iteration 4F: 3 clusters Score -2.19743e+07 nChanged 11823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117442 members 
Mstep: Class 2 contains 74548 members 
Entering Unmasked Estep 
Score: -21980590.000000 Penalty: 3953.689453
	Iteration 5F: 3 clusters Score -2.198059e+07 nChanged 13257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119419 members 
Mstep: Class 2 contains 72571 members 
Entering Unmasked Estep 
Score: -21989492.000000 Penalty: 3953.689453
	Iteration 6F: 3 clusters Score -2.198949e+07 nChanged 13457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118298 members 
Mstep: Class 2 contains 73692 members 
Entering Unmasked Estep 
Score: -21997796.000000 Penalty: 3953.689453
	Iteration 7F: 3 clusters Score -2.19978e+07 nChanged 10812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115138 members 
Mstep: Class 2 contains 76852 members 
Entering Unmasked Estep 
Score: -22000928.000000 Penalty: 3953.689453
	Iteration 8F: 3 clusters Score -2.200093e+07 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111387 members 
Mstep: Class 2 contains 80603 members 
Entering Unmasked Estep 
Score: -22001566.000000 Penalty: 3953.689453
	Iteration 9Q: 3 clusters Score -2.200157e+07 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107373 members 
Mstep: Class 2 contains 84617 members 
Entering Unmasked Estep 
Score: -22002148.000000 Penalty: 3953.689453
	Iteration 10Q: 3 clusters Score -2.200215e+07 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103411 members 
Mstep: Class 2 contains 88579 members 
Entering Unmasked Estep 
Score: -22002646.000000 Penalty: 3953.689453
	Iteration 11Q: 3 clusters Score -2.200265e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99509 members 
Mstep: Class 2 contains 92481 members 
Entering Unmasked Estep 
Score: -22003496.000000 Penalty: 3953.689453
	Iteration 12Q: 3 clusters Score -2.20035e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96148 members 
Mstep: Class 2 contains 95842 members 
Entering Unmasked Estep 
Score: -22004098.000000 Penalty: 3953.689453
	Iteration 13Q: 3 clusters Score -2.20041e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93196 members 
Mstep: Class 2 contains 98794 members 
Entering Unmasked Estep 
Score: -22004666.000000 Penalty: 3953.689453
	Iteration 14Q: 3 clusters Score -2.200467e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90466 members 
Mstep: Class 2 contains 101524 members 
Entering Unmasked Estep 
Score: -22004996.000000 Penalty: 3953.689453
	Iteration 15Q: 3 clusters Score -2.2005e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88081 members 
Mstep: Class 2 contains 103909 members 
Entering Unmasked Estep 
Score: -22005336.000000 Penalty: 3953.689453
	Iteration 16Q: 3 clusters Score -2.200534e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85991 members 
Mstep: Class 2 contains 105999 members 
Entering Unmasked Estep 
Score: -22005602.000000 Penalty: 3953.689453
	Iteration 17Q: 3 clusters Score -2.20056e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84185 members 
Mstep: Class 2 contains 107805 members 
Entering Unmasked Estep 
Score: -22005748.000000 Penalty: 3953.689453
	Iteration 18Q: 3 clusters Score -2.200575e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82548 members 
Mstep: Class 2 contains 109442 members 
Entering Unmasked Estep 
Score: -22006052.000000 Penalty: 3953.689453
	Iteration 19Q: 3 clusters Score -2.200605e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80992 members 
Mstep: Class 2 contains 110998 members 
Entering Unmasked Estep 
Score: -22006276.000000 Penalty: 3953.689453
	Iteration 20F: 3 clusters Score -2.200628e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79621 members 
Mstep: Class 2 contains 112369 members 
Entering Unmasked Estep 
Score: -22006410.000000 Penalty: 3953.689453
	Iteration 21Q: 3 clusters Score -2.200641e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78150 members 
Mstep: Class 2 contains 113840 members 
Entering Unmasked Estep 
Score: -22006528.000000 Penalty: 3953.689453
	Iteration 22Q: 3 clusters Score -2.200653e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76625 members 
Mstep: Class 2 contains 115365 members 
Entering Unmasked Estep 
Score: -22006848.000000 Penalty: 3953.689453
	Iteration 23Q: 3 clusters Score -2.200685e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74963 members 
Mstep: Class 2 contains 117027 members 
Entering Unmasked Estep 
Score: -22007052.000000 Penalty: 3953.689453
	Iteration 24Q: 3 clusters Score -2.200705e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73089 members 
Mstep: Class 2 contains 118901 members 
Entering Unmasked Estep 
Score: -22007442.000000 Penalty: 3953.689453
	Iteration 25Q: 3 clusters Score -2.200744e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70955 members 
Mstep: Class 2 contains 121035 members 
Entering Unmasked Estep 
Score: -22007738.000000 Penalty: 3953.689453
	Iteration 26Q: 3 clusters Score -2.200774e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68607 members 
Mstep: Class 2 contains 123383 members 
Entering Unmasked Estep 
Score: -22008164.000000 Penalty: 3953.689453
	Iteration 27Q: 3 clusters Score -2.200816e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66005 members 
Mstep: Class 2 contains 125985 members 
Entering Unmasked Estep 
Score: -22008770.000000 Penalty: 3953.689453
	Iteration 28Q: 3 clusters Score -2.200877e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62979 members 
Mstep: Class 2 contains 129011 members 
Entering Unmasked Estep 
Score: -22009312.000000 Penalty: 3953.689453
	Iteration 29Q: 3 clusters Score -2.200931e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59432 members 
Mstep: Class 2 contains 132558 members 
Entering Unmasked Estep 
Score: -22010252.000000 Penalty: 3953.689453
	Iteration 30Q: 3 clusters Score -2.201025e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55480 members 
Mstep: Class 2 contains 136510 members 
Entering Unmasked Estep 
Score: -22011188.000000 Penalty: 3953.689453
	Iteration 31Q: 3 clusters Score -2.201119e+07 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50976 members 
Mstep: Class 2 contains 141014 members 
Entering Unmasked Estep 
Score: -22012376.000000 Penalty: 3953.689453
	Iteration 32Q: 3 clusters Score -2.201238e+07 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46034 members 
Mstep: Class 2 contains 145956 members 
Entering Unmasked Estep 
Score: -22013532.000000 Penalty: 3953.689453
	Iteration 33Q: 3 clusters Score -2.201353e+07 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40852 members 
Mstep: Class 2 contains 151138 members 
Entering Unmasked Estep 
Score: -22014864.000000 Penalty: 3953.689453
	Iteration 34Q: 3 clusters Score -2.201486e+07 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35489 members 
Mstep: Class 2 contains 156501 members 
Entering Unmasked Estep 
Score: -22016306.000000 Penalty: 3953.689453
	Iteration 35Q: 3 clusters Score -2.201631e+07 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30173 members 
Mstep: Class 2 contains 161817 members 
Entering Unmasked Estep 
Score: -22017730.000000 Penalty: 3953.689453
	Iteration 36Q: 3 clusters Score -2.201773e+07 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 166838 members 
Entering Unmasked Estep 
Score: -22018322.000000 Penalty: 3953.689453
	Iteration 37Q: 3 clusters Score -2.201832e+07 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 171603 members 
Entering Unmasked Estep 
Score: -22018658.000000 Penalty: 3953.689453
	Iteration 38Q: 3 clusters Score -2.201866e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 175778 members 
Entering Unmasked Estep 
Score: -22018694.000000 Penalty: 3953.689453
	Iteration 39Q: 3 clusters Score -2.201869e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 179187 members 
Entering Unmasked Estep 
Score: -22019334.000000 Penalty: 3953.689453
	Iteration 40F: 3 clusters Score -2.201933e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 182600 members 
Entering Unmasked Estep 
Score: -22019372.000000 Penalty: 3953.689453
	Iteration 41Q: 3 clusters Score -2.201937e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 184982 members 
Entering Unmasked Estep 
Score: -22019418.000000 Penalty: 3953.689453
	Iteration 42Q: 3 clusters Score -2.201942e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 186567 members 
Entering Unmasked Estep 
Score: -22019550.000000 Penalty: 3953.689453
	Iteration 43Q: 3 clusters Score -2.201955e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 187659 members 
Entering Unmasked Estep 
Score: -22019524.000000 Penalty: 3953.689453
	Iteration 44Q: 3 clusters Score -2.201952e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 188371 members 
Entering Unmasked Estep 
Score: -22019378.000000 Penalty: 3953.689453
	Iteration 45Q: 3 clusters Score -2.201938e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 188879 members 
Entering Unmasked Estep 
Score: -22019230.000000 Penalty: 3953.689453
	Iteration 46Q: 3 clusters Score -2.201923e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 189257 members 
Entering Unmasked Estep 
Score: -22019058.000000 Penalty: 3953.689453
	Iteration 47Q: 3 clusters Score -2.201906e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 189559 members 
Entering Unmasked Estep 
Score: -22018932.000000 Penalty: 3953.689453
	Iteration 48Q: 3 clusters Score -2.201893e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 189793 members 
Entering Unmasked Estep 
Score: -22018806.000000 Penalty: 3953.689453
	Iteration 49Q: 3 clusters Score -2.201881e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 189978 members 
Entering Unmasked Estep 
Score: -22018750.000000 Penalty: 3953.689453
	Iteration 50Q: 3 clusters Score -2.201875e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 190145 members 
Entering Unmasked Estep 
Score: -22018678.000000 Penalty: 3953.689453
	Iteration 51Q: 3 clusters Score -2.201868e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 190270 members 
Entering Unmasked Estep 
Score: -22018552.000000 Penalty: 3953.689453
	Iteration 52Q: 3 clusters Score -2.201855e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 190360 members 
Entering Unmasked Estep 
Score: -22018524.000000 Penalty: 3953.689453
	Iteration 53Q: 3 clusters Score -2.201852e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 190440 members 
Entering Unmasked Estep 
Score: -22018474.000000 Penalty: 3953.689453
	Iteration 54Q: 3 clusters Score -2.201847e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 190503 members 
Entering Unmasked Estep 
Score: -22018416.000000 Penalty: 3953.689453
	Iteration 55Q: 3 clusters Score -2.201842e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 190538 members 
Entering Unmasked Estep 
Score: -22018382.000000 Penalty: 3953.689453
	Iteration 56Q: 3 clusters Score -2.201838e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 190576 members 
Entering Unmasked Estep 
Score: -22018388.000000 Penalty: 3953.689453
	Iteration 57Q: 3 clusters Score -2.201839e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 190606 members 
Entering Unmasked Estep 
Score: -22018382.000000 Penalty: 3953.689453
	Iteration 58Q: 3 clusters Score -2.201838e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 190629 members 
Entering Unmasked Estep 
Score: -22018362.000000 Penalty: 3953.689453
	Iteration 59Q: 3 clusters Score -2.201836e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 190647 members 
Entering Unmasked Estep 
Score: -22018362.000000 Penalty: 3953.689453
	Iteration 60F: 3 clusters Score -2.201836e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 190662 members 
Entering Unmasked Estep 
Score: -22018332.000000 Penalty: 3953.689453
	Iteration 61Q: 3 clusters Score -2.201833e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 190673 members 
Entering Unmasked Estep 
Score: -22018310.000000 Penalty: 3953.689453
	Iteration 62Q: 3 clusters Score -2.201831e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 190680 members 
Entering Unmasked Estep 
Score: -22018328.000000 Penalty: 3953.689453
	Iteration 63Q: 3 clusters Score -2.201833e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 190687 members 
Entering Unmasked Estep 
Score: -22018316.000000 Penalty: 3953.689453
	Iteration 64Q: 3 clusters Score -2.201832e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 190694 members 
Entering Unmasked Estep 
Score: -22018310.000000 Penalty: 3953.689453
	Iteration 65Q: 3 clusters Score -2.201831e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 190697 members 
Entering Unmasked Estep 
Score: -22018318.000000 Penalty: 3953.689453
	Iteration 66Q: 3 clusters Score -2.201832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 190698 members 
Entering Unmasked Estep 
Score: -22018316.000000 Penalty: 3953.689453
	Iteration 67Q: 3 clusters Score -2.201832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 190703 members 
Entering Unmasked Estep 
Score: -22018314.000000 Penalty: 3953.689453
	Iteration 68Q: 3 clusters Score -2.201831e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 190705 members 
Entering Unmasked Estep 
Score: -22018298.000000 Penalty: 3953.689453
	Iteration 69Q: 3 clusters Score -2.20183e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 190706 members 
Entering Unmasked Estep 
Score: -22018318.000000 Penalty: 3953.689453
	Iteration 70Q: 3 clusters Score -2.201832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 190709 members 
Entering Unmasked Estep 
Score: -22018314.000000 Penalty: 3953.689453
	Iteration 71Q: 3 clusters Score -2.201831e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 190712 members 
Entering Unmasked Estep 
Score: -22018316.000000 Penalty: 3953.689453
	Iteration 72Q: 3 clusters Score -2.201832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 190715 members 
Entering Unmasked Estep 
Score: -22018316.000000 Penalty: 3953.689453
	Iteration 73Q: 3 clusters Score -2.201832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 190719 members 
Entering Unmasked Estep 
Score: -22018302.000000 Penalty: 3953.689453
	Iteration 74Q: 3 clusters Score -2.20183e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 190723 members 
Entering Unmasked Estep 
Score: -22018294.000000 Penalty: 3953.689453
	Iteration 75Q: 3 clusters Score -2.201829e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 190732 members 
Entering Unmasked Estep 
Score: -22018286.000000 Penalty: 3953.689453
	Iteration 76Q: 3 clusters Score -2.201829e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 190740 members 
Entering Unmasked Estep 
Score: -22018278.000000 Penalty: 3953.689453
	Iteration 77Q: 3 clusters Score -2.201828e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 190750 members 
Entering Unmasked Estep 
Score: -22018276.000000 Penalty: 3953.689453
	Iteration 78Q: 3 clusters Score -2.201828e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 190759 members 
Entering Unmasked Estep 
Score: -22018278.000000 Penalty: 3953.689453
	Iteration 79Q: 3 clusters Score -2.201828e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 190767 members 
Entering Unmasked Estep 
Score: -22018252.000000 Penalty: 3953.689453
	Iteration 80F: 3 clusters Score -2.201825e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 190774 members 
Entering Unmasked Estep 
Score: -22018238.000000 Penalty: 3953.689453
	Iteration 81Q: 3 clusters Score -2.201824e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 190778 members 
Entering Unmasked Estep 
Score: -22018246.000000 Penalty: 3953.689453
	Iteration 82Q: 3 clusters Score -2.201825e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 190788 members 
Entering Unmasked Estep 
Score: -22018238.000000 Penalty: 3953.689453
	Iteration 83Q: 3 clusters Score -2.201824e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 190793 members 
Entering Unmasked Estep 
Score: -22018228.000000 Penalty: 3953.689453
	Iteration 84Q: 3 clusters Score -2.201823e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 190798 members 
Entering Unmasked Estep 
Score: -22018230.000000 Penalty: 3953.689453
	Iteration 85Q: 3 clusters Score -2.201823e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 190806 members 
Entering Unmasked Estep 
Score: -22018222.000000 Penalty: 3953.689453
	Iteration 86Q: 3 clusters Score -2.201822e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 190814 members 
Entering Unmasked Estep 
Score: -22018230.000000 Penalty: 3953.689453
	Iteration 87Q: 3 clusters Score -2.201823e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 190824 members 
Entering Unmasked Estep 
Score: -22018216.000000 Penalty: 3953.689453
	Iteration 88Q: 3 clusters Score -2.201822e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 190830 members 
Entering Unmasked Estep 
Score: -22018210.000000 Penalty: 3953.689453
	Iteration 89Q: 3 clusters Score -2.201821e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 190836 members 
Entering Unmasked Estep 
Score: -22018196.000000 Penalty: 3953.689453
	Iteration 90Q: 3 clusters Score -2.20182e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 190846 members 
Entering Unmasked Estep 
Score: -22018208.000000 Penalty: 3953.689453
	Iteration 91Q: 3 clusters Score -2.201821e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 190849 members 
Entering Unmasked Estep 
Score: -22018214.000000 Penalty: 3953.689453
	Iteration 92Q: 3 clusters Score -2.201821e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 190856 members 
Entering Unmasked Estep 
Score: -22018192.000000 Penalty: 3953.689453
	Iteration 93Q: 3 clusters Score -2.201819e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 190859 members 
Entering Unmasked Estep 
Score: -22018190.000000 Penalty: 3953.689453
	Iteration 94Q: 3 clusters Score -2.201819e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 190863 members 
Entering Unmasked Estep 
Score: -22018206.000000 Penalty: 3953.689453
	Iteration 95Q: 3 clusters Score -2.201821e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 190873 members 
Entering Unmasked Estep 
Score: -22018224.000000 Penalty: 3953.689453
	Iteration 96Q: 3 clusters Score -2.201822e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 190878 members 
Entering Unmasked Estep 
Score: -22018212.000000 Penalty: 3953.689453
	Iteration 97Q: 3 clusters Score -2.201821e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 190886 members 
Entering Unmasked Estep 
Score: -22018212.000000 Penalty: 3953.689453
	Iteration 98Q: 3 clusters Score -2.201821e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 190892 members 
Entering Unmasked Estep 
Score: -22018204.000000 Penalty: 3953.689453
	Iteration 99Q: 3 clusters Score -2.20182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 190895 members 
Entering Unmasked Estep 
Score: -22018194.000000 Penalty: 3953.689453
	Iteration 100F: 3 clusters Score -2.201819e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 190899 members 
Entering Unmasked Estep 
Score: -22018186.000000 Penalty: 3953.689453
	Iteration 101Q: 3 clusters Score -2.201819e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 190904 members 
Entering Unmasked Estep 
Score: -22018198.000000 Penalty: 3953.689453
	Iteration 102Q: 3 clusters Score -2.20182e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 190911 members 
Entering Unmasked Estep 
Score: -22018186.000000 Penalty: 3953.689453
	Iteration 103Q: 3 clusters Score -2.201819e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 190917 members 
Entering Unmasked Estep 
Score: -22018182.000000 Penalty: 3953.689453
	Iteration 104Q: 3 clusters Score -2.201818e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 190922 members 
Entering Unmasked Estep 
Score: -22018176.000000 Penalty: 3953.689453
	Iteration 105Q: 3 clusters Score -2.201818e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 190924 members 
Entering Unmasked Estep 
Score: -22018180.000000 Penalty: 3953.689453
	Iteration 106Q: 3 clusters Score -2.201818e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 190928 members 
Entering Unmasked Estep 
Score: -22018172.000000 Penalty: 3953.689453
	Iteration 107Q: 3 clusters Score -2.201817e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 190930 members 
Entering Unmasked Estep 
Score: -22018166.000000 Penalty: 3953.689453
	Iteration 108Q: 3 clusters Score -2.201817e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 190930 members 
Entering Unmasked Estep 
Score: -22018172.000000 Penalty: 3953.689453
	Iteration 109Q: 3 clusters Score -2.201817e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 190932 members 
Entering Unmasked Estep 
Score: -22018166.000000 Penalty: 3953.689453
	Iteration 110Q: 3 clusters Score -2.201817e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 190931 members 
Entering Unmasked Estep 
Score: -22018166.000000 Penalty: 3953.689453
	Iteration 111Q: 3 clusters Score -2.201817e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 190930 members 
Entering Unmasked Estep 
Score: -22018166.000000 Penalty: 3953.689453
	Iteration 112Q: 3 clusters Score -2.201817e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 190930 members 
Entering Unmasked Estep 
Score: -22018166.000000 Penalty: 3953.689453
	Iteration 113F: 3 clusters Score -2.201817e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Entering Unmasked Estep 
Score: -37583.832031 Penalty: 997.029297
	Iteration 0F: 2 clusters Score -37583.83 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 210 members 
Entering Unmasked Estep 
Score: -36664.656250 Penalty: 1994.058594
	Iteration 0F: 3 clusters Score -36664.66 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -36969.136719 Penalty: 1994.058594
	Iteration 1F: 3 clusters Score -36969.14 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -37104.433594 Penalty: 1994.058594
	Iteration 2F: 3 clusters Score -37104.43 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -37181.164062 Penalty: 1994.058594
	Iteration 3F: 3 clusters Score -37181.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -37212.820312 Penalty: 1994.058594
	Iteration 4Q: 3 clusters Score -37212.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -37214.687500 Penalty: 1994.058594
	Iteration 5Q: 3 clusters Score -37214.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -37217.652344 Penalty: 1994.058594
	Iteration 6Q: 3 clusters Score -37217.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -37221.902344 Penalty: 1994.058594
	Iteration 7Q: 3 clusters Score -37221.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -37221.902344 Penalty: 1994.058594
	Iteration 8F: 3 clusters Score -37221.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (45912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45912 members 
Entering Unmasked Estep 
Score: -5484504.500000 Penalty: 1744.353271
	Iteration 0F: 2 clusters Score -5484504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -5453735.500000 Penalty: 3488.706543
	Iteration 0F: 3 clusters Score -5453736 nChanged 21474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -5465813.000000 Penalty: 3488.706543
	Iteration 1F: 3 clusters Score -5465813 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -5466340.000000 Penalty: 3488.706543
	Iteration 2Q: 3 clusters Score -5466340 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -5466949.500000 Penalty: 3488.706543
	Iteration 3Q: 3 clusters Score -5466950 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -5467937.000000 Penalty: 3488.706543
	Iteration 4Q: 3 clusters Score -5467937 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 32035 members 
Entering Unmasked Estep 
Score: -5469755.500000 Penalty: 3488.706543
	Iteration 5F: 3 clusters Score -5469756 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 35793 members 
Entering Unmasked Estep 
Score: -5472800.500000 Penalty: 3488.706543
	Iteration 6F: 3 clusters Score -5472800 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 39948 members 
Entering Unmasked Estep 
Score: -5476780.000000 Penalty: 3488.706543
	Iteration 7F: 3 clusters Score -5476780 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 43304 members 
Entering Unmasked Estep 
Score: -5480336.000000 Penalty: 3488.706543
	Iteration 8F: 3 clusters Score -5480336 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 45080 members 
Entering Unmasked Estep 
Score: -5482135.500000 Penalty: 3488.706543
	Iteration 9Q: 3 clusters Score -5482136 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 45671 members 
Entering Unmasked Estep 
Score: -5482724.000000 Penalty: 3488.706543
	Iteration 10Q: 3 clusters Score -5482724 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 45779 members 
Entering Unmasked Estep 
Score: -5482857.000000 Penalty: 3488.706543
	Iteration 11Q: 3 clusters Score -5482857 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 45800 members 
Entering Unmasked Estep 
Score: -5482901.000000 Penalty: 3488.706543
	Iteration 12Q: 3 clusters Score -5482901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 45807 members 
Entering Unmasked Estep 
Score: -5482927.000000 Penalty: 3488.706543
	Iteration 13Q: 3 clusters Score -5482927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 45810 members 
Entering Unmasked Estep 
Score: -5482928.500000 Penalty: 3488.706543
	Iteration 14Q: 3 clusters Score -5482928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 45813 members 
Entering Unmasked Estep 
Score: -5482938.000000 Penalty: 3488.706543
	Iteration 15Q: 3 clusters Score -5482938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 45814 members 
Entering Unmasked Estep 
Score: -5482943.500000 Penalty: 3488.706543
	Iteration 16Q: 3 clusters Score -5482944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 45815 members 
Entering Unmasked Estep 
Score: -5482929.000000 Penalty: 3488.706543
	Iteration 17Q: 3 clusters Score -5482929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 45817 members 
Entering Unmasked Estep 
Score: -5482939.000000 Penalty: 3488.706543
	Iteration 18Q: 3 clusters Score -5482939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 45817 members 
Entering Unmasked Estep 
Score: -5482946.000000 Penalty: 3488.706543
	Iteration 19Q: 3 clusters Score -5482946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 45818 members 
Entering Unmasked Estep 
Score: -5482957.500000 Penalty: 3488.706543
	Iteration 20F: 3 clusters Score -5482958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 45819 members 
Entering Unmasked Estep 
Score: -5482968.000000 Penalty: 3488.706543
	Iteration 21Q: 3 clusters Score -5482968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 45821 members 
Entering Unmasked Estep 
Score: -5482969.000000 Penalty: 3488.706543
	Iteration 22Q: 3 clusters Score -5482969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 45821 members 
Entering Unmasked Estep 
Score: -5482971.000000 Penalty: 3488.706543
	Iteration 23Q: 3 clusters Score -5482971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 45821 members 
Entering Unmasked Estep 
Score: -5482970.000000 Penalty: 3488.706543
	Iteration 24Q: 3 clusters Score -5482970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 45820 members 
Entering Unmasked Estep 
Score: -5482979.500000 Penalty: 3488.706543
	Iteration 25Q: 3 clusters Score -5482980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 45820 members 
Entering Unmasked Estep 
Score: -5482979.500000 Penalty: 3488.706543
	Iteration 26F: 3 clusters Score -5482980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -30510.751953 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -30510.75 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 162 members 
Entering Unmasked Estep 
Score: -29639.054688 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -29639.05 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -29716.031250 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -29716.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -29748.205078 Penalty: 1858.033936
	Iteration 2Q: 3 clusters Score -29748.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -29779.070312 Penalty: 1858.033936
	Iteration 3Q: 3 clusters Score -29779.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -29781.960938 Penalty: 1858.033936
	Iteration 4Q: 3 clusters Score -29781.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -29781.960938 Penalty: 1858.033936
	Iteration 5F: 3 clusters Score -29781.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (6654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Entering Unmasked Estep 
Score: -805239.187500 Penalty: 1430.483276
	Iteration 0F: 2 clusters Score -805239.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -800255.437500 Penalty: 2860.966553
	Iteration 0F: 3 clusters Score -800255.4 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -801654.875000 Penalty: 2860.966553
	Iteration 1F: 3 clusters Score -801654.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -801813.312500 Penalty: 2860.966553
	Iteration 2F: 3 clusters Score -801813.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -801915.687500 Penalty: 2860.966553
	Iteration 3Q: 3 clusters Score -801915.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -801977.062500 Penalty: 2860.966553
	Iteration 4Q: 3 clusters Score -801977.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -802019.125000 Penalty: 2860.966553
	Iteration 5Q: 3 clusters Score -802019.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -802051.500000 Penalty: 2860.966553
	Iteration 6Q: 3 clusters Score -802051.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -802070.937500 Penalty: 2860.966553
	Iteration 7Q: 3 clusters Score -802070.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -802099.125000 Penalty: 2860.966553
	Iteration 8Q: 3 clusters Score -802099.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -802109.125000 Penalty: 2860.966553
	Iteration 9Q: 3 clusters Score -802109.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -802126.437500 Penalty: 2860.966553
	Iteration 10Q: 3 clusters Score -802126.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -802137.687500 Penalty: 2860.966553
	Iteration 11Q: 3 clusters Score -802137.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -802141.500000 Penalty: 2860.966553
	Iteration 12Q: 3 clusters Score -802141.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -802154.000000 Penalty: 2860.966553
	Iteration 13Q: 3 clusters Score -802154 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -802163.750000 Penalty: 2860.966553
	Iteration 14Q: 3 clusters Score -802163.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -802165.562500 Penalty: 2860.966553
	Iteration 15Q: 3 clusters Score -802165.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -802178.062500 Penalty: 2860.966553
	Iteration 16Q: 3 clusters Score -802178.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -802200.437500 Penalty: 2860.966553
	Iteration 17Q: 3 clusters Score -802200.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -802214.312500 Penalty: 2860.966553
	Iteration 18Q: 3 clusters Score -802214.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -802236.375000 Penalty: 2860.966553
	Iteration 19Q: 3 clusters Score -802236.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -802233.312500 Penalty: 2860.966553
	Iteration 20F: 3 clusters Score -802233.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -802290.500000 Penalty: 2860.966553
	Iteration 21Q: 3 clusters Score -802290.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -802319.000000 Penalty: 2860.966553
	Iteration 22Q: 3 clusters Score -802319 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -802359.687500 Penalty: 2860.966553
	Iteration 23Q: 3 clusters Score -802359.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -802420.375000 Penalty: 2860.966553
	Iteration 24Q: 3 clusters Score -802420.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -802510.500000 Penalty: 2860.966553
	Iteration 25Q: 3 clusters Score -802510.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -802649.125000 Penalty: 2860.966553
	Iteration 26Q: 3 clusters Score -802649.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -802806.250000 Penalty: 2860.966553
	Iteration 27Q: 3 clusters Score -802806.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -803009.437500 Penalty: 2860.966553
	Iteration 28Q: 3 clusters Score -803009.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -803110.375000 Penalty: 2860.966553
	Iteration 29Q: 3 clusters Score -803110.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -803193.937500 Penalty: 2860.966553
	Iteration 30Q: 3 clusters Score -803193.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -803327.375000 Penalty: 2860.966553
	Iteration 31Q: 3 clusters Score -803327.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -803470.625000 Penalty: 2860.966553
	Iteration 32Q: 3 clusters Score -803470.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -803563.750000 Penalty: 2860.966553
	Iteration 33Q: 3 clusters Score -803563.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -803631.812500 Penalty: 2860.966553
	Iteration 34Q: 3 clusters Score -803631.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -803699.750000 Penalty: 2860.966553
	Iteration 35Q: 3 clusters Score -803699.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -803736.562500 Penalty: 2860.966553
	Iteration 36Q: 3 clusters Score -803736.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -803725.625000 Penalty: 2860.966553
	Iteration 37Q: 3 clusters Score -803725.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -803779.937500 Penalty: 2860.966553
	Iteration 38Q: 3 clusters Score -803779.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -803791.875000 Penalty: 2860.966553
	Iteration 39Q: 3 clusters Score -803791.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -803697.375000 Penalty: 2860.966553
	Iteration 40F: 3 clusters Score -803697.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -803790.437500 Penalty: 2860.966553
	Iteration 41Q: 3 clusters Score -803790.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -803734.437500 Penalty: 2860.966553
	Iteration 42Q: 3 clusters Score -803734.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -803813.125000 Penalty: 2860.966553
	Iteration 43Q: 3 clusters Score -803813.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -803755.125000 Penalty: 2860.966553
	Iteration 44Q: 3 clusters Score -803755.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -803829.437500 Penalty: 2860.966553
	Iteration 45Q: 3 clusters Score -803829.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -803830.625000 Penalty: 2860.966553
	Iteration 46Q: 3 clusters Score -803830.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -803829.875000 Penalty: 2860.966553
	Iteration 47Q: 3 clusters Score -803829.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -803832.875000 Penalty: 2860.966553
	Iteration 48Q: 3 clusters Score -803832.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -803835.562500 Penalty: 2860.966553
	Iteration 49Q: 3 clusters Score -803835.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -803837.312500 Penalty: 2860.966553
	Iteration 50Q: 3 clusters Score -803837.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -803831.375000 Penalty: 2860.966553
	Iteration 51Q: 3 clusters Score -803831.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -803837.312500 Penalty: 2860.966553
	Iteration 52Q: 3 clusters Score -803837.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -803836.812500 Penalty: 2860.966553
	Iteration 53Q: 3 clusters Score -803836.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -803838.125000 Penalty: 2860.966553
	Iteration 54Q: 3 clusters Score -803838.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -803837.187500 Penalty: 2860.966553
	Iteration 55Q: 3 clusters Score -803837.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -803848.687500 Penalty: 2860.966553
	Iteration 56Q: 3 clusters Score -803848.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -803819.250000 Penalty: 2860.966553
	Iteration 57Q: 3 clusters Score -803819.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -803824.375000 Penalty: 2860.966553
	Iteration 58Q: 3 clusters Score -803824.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -803840.312500 Penalty: 2860.966553
	Iteration 59Q: 3 clusters Score -803840.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -803863.375000 Penalty: 2860.966553
	Iteration 60F: 3 clusters Score -803863.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -803861.312500 Penalty: 2860.966553
	Iteration 61Q: 3 clusters Score -803861.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -803855.000000 Penalty: 2860.966553
	Iteration 62Q: 3 clusters Score -803855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -803859.625000 Penalty: 2860.966553
	Iteration 63Q: 3 clusters Score -803859.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -803861.562500 Penalty: 2860.966553
	Iteration 64Q: 3 clusters Score -803861.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -803867.750000 Penalty: 2860.966553
	Iteration 65Q: 3 clusters Score -803867.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -803869.500000 Penalty: 2860.966553
	Iteration 66Q: 3 clusters Score -803869.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -803853.312500 Penalty: 2860.966553
	Iteration 67Q: 3 clusters Score -803853.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -803866.187500 Penalty: 2860.966553
	Iteration 68Q: 3 clusters Score -803866.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -803866.937500 Penalty: 2860.966553
	Iteration 69Q: 3 clusters Score -803866.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -803877.812500 Penalty: 2860.966553
	Iteration 70Q: 3 clusters Score -803877.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -803868.312500 Penalty: 2860.966553
	Iteration 71Q: 3 clusters Score -803868.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -803872.875000 Penalty: 2860.966553
	Iteration 72Q: 3 clusters Score -803872.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -803887.750000 Penalty: 2860.966553
	Iteration 73Q: 3 clusters Score -803887.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -803891.687500 Penalty: 2860.966553
	Iteration 74Q: 3 clusters Score -803891.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -803891.687500 Penalty: 2860.966553
	Iteration 75F: 3 clusters Score -803891.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (91127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91127 members 
Entering Unmasked Estep 
Score: -10714019.000000 Penalty: 1855.751587
	Iteration 0F: 2 clusters Score -1.071402e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45532 members 
Mstep: Class 2 contains 45595 members 
Entering Unmasked Estep 
Score: -10653154.000000 Penalty: 3711.503174
	Iteration 0F: 3 clusters Score -1.065315e+07 nChanged 43609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45067 members 
Mstep: Class 2 contains 46060 members 
Entering Unmasked Estep 
Score: -10678151.000000 Penalty: 3711.503174
	Iteration 1F: 3 clusters Score -1.067815e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44713 members 
Mstep: Class 2 contains 46414 members 
Entering Unmasked Estep 
Score: -10678629.000000 Penalty: 3711.503174
	Iteration 2Q: 3 clusters Score -1.067863e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44155 members 
Mstep: Class 2 contains 46972 members 
Entering Unmasked Estep 
Score: -10679101.000000 Penalty: 3711.503174
	Iteration 3Q: 3 clusters Score -1.06791e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43330 members 
Mstep: Class 2 contains 47797 members 
Entering Unmasked Estep 
Score: -10679600.000000 Penalty: 3711.503174
	Iteration 4Q: 3 clusters Score -1.06796e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42115 members 
Mstep: Class 2 contains 49012 members 
Entering Unmasked Estep 
Score: -10680120.000000 Penalty: 3711.503174
	Iteration 5Q: 3 clusters Score -1.068012e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40334 members 
Mstep: Class 2 contains 50793 members 
Entering Unmasked Estep 
Score: -10680883.000000 Penalty: 3711.503174
	Iteration 6Q: 3 clusters Score -1.068088e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 53412 members 
Entering Unmasked Estep 
Score: -10682037.000000 Penalty: 3711.503174
	Iteration 7Q: 3 clusters Score -1.068204e+07 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 57124 members 
Entering Unmasked Estep 
Score: -10684075.000000 Penalty: 3711.503174
	Iteration 8Q: 3 clusters Score -1.068408e+07 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29049 members 
Mstep: Class 2 contains 62078 members 
Entering Unmasked Estep 
Score: -10687452.000000 Penalty: 3711.503174
	Iteration 9F: 3 clusters Score -1.068745e+07 nChanged 6052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 67706 members 
Entering Unmasked Estep 
Score: -10692187.000000 Penalty: 3711.503174
	Iteration 10F: 3 clusters Score -1.069219e+07 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 72863 members 
Entering Unmasked Estep 
Score: -10697184.000000 Penalty: 3711.503174
	Iteration 11F: 3 clusters Score -1.069718e+07 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 76644 members 
Entering Unmasked Estep 
Score: -10701062.000000 Penalty: 3711.503174
	Iteration 12Q: 3 clusters Score -1.070106e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 78966 members 
Entering Unmasked Estep 
Score: -10703761.000000 Penalty: 3711.503174
	Iteration 13Q: 3 clusters Score -1.070376e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 80478 members 
Entering Unmasked Estep 
Score: -10705633.000000 Penalty: 3711.503174
	Iteration 14Q: 3 clusters Score -1.070563e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 81568 members 
Entering Unmasked Estep 
Score: -10706795.000000 Penalty: 3711.503174
	Iteration 15Q: 3 clusters Score -1.07068e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 82348 members 
Entering Unmasked Estep 
Score: -10707737.000000 Penalty: 3711.503174
	Iteration 16Q: 3 clusters Score -1.070774e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 82998 members 
Entering Unmasked Estep 
Score: -10708394.000000 Penalty: 3711.503174
	Iteration 17Q: 3 clusters Score -1.070839e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 83586 members 
Entering Unmasked Estep 
Score: -10709021.000000 Penalty: 3711.503174
	Iteration 18Q: 3 clusters Score -1.070902e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 84117 members 
Entering Unmasked Estep 
Score: -10709465.000000 Penalty: 3711.503174
	Iteration 19Q: 3 clusters Score -1.070946e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 84625 members 
Entering Unmasked Estep 
Score: -10709824.000000 Penalty: 3711.503174
	Iteration 20F: 3 clusters Score -1.070982e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 85082 members 
Entering Unmasked Estep 
Score: -10710119.000000 Penalty: 3711.503174
	Iteration 21Q: 3 clusters Score -1.071012e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 85507 members 
Entering Unmasked Estep 
Score: -10710437.000000 Penalty: 3711.503174
	Iteration 22Q: 3 clusters Score -1.071044e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 85926 members 
Entering Unmasked Estep 
Score: -10710688.000000 Penalty: 3711.503174
	Iteration 23Q: 3 clusters Score -1.071069e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 86314 members 
Entering Unmasked Estep 
Score: -10710955.000000 Penalty: 3711.503174
	Iteration 24Q: 3 clusters Score -1.071096e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 86676 members 
Entering Unmasked Estep 
Score: -10711137.000000 Penalty: 3711.503174
	Iteration 25Q: 3 clusters Score -1.071114e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 87005 members 
Entering Unmasked Estep 
Score: -10711316.000000 Penalty: 3711.503174
	Iteration 26Q: 3 clusters Score -1.071132e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 87304 members 
Entering Unmasked Estep 
Score: -10711469.000000 Penalty: 3711.503174
	Iteration 27Q: 3 clusters Score -1.071147e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 87546 members 
Entering Unmasked Estep 
Score: -10711593.000000 Penalty: 3711.503174
	Iteration 28Q: 3 clusters Score -1.071159e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 87733 members 
Entering Unmasked Estep 
Score: -10711643.000000 Penalty: 3711.503174
	Iteration 29Q: 3 clusters Score -1.071164e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 87867 members 
Entering Unmasked Estep 
Score: -10711684.000000 Penalty: 3711.503174
	Iteration 30Q: 3 clusters Score -1.071168e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 87983 members 
Entering Unmasked Estep 
Score: -10711722.000000 Penalty: 3711.503174
	Iteration 31Q: 3 clusters Score -1.071172e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 88101 members 
Entering Unmasked Estep 
Score: -10711796.000000 Penalty: 3711.503174
	Iteration 32Q: 3 clusters Score -1.07118e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 88203 members 
Entering Unmasked Estep 
Score: -10711811.000000 Penalty: 3711.503174
	Iteration 33Q: 3 clusters Score -1.071181e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 88305 members 
Entering Unmasked Estep 
Score: -10711858.000000 Penalty: 3711.503174
	Iteration 34Q: 3 clusters Score -1.071186e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 88390 members 
Entering Unmasked Estep 
Score: -10711909.000000 Penalty: 3711.503174
	Iteration 35Q: 3 clusters Score -1.071191e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 88487 members 
Entering Unmasked Estep 
Score: -10711952.000000 Penalty: 3711.503174
	Iteration 36Q: 3 clusters Score -1.071195e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 88583 members 
Entering Unmasked Estep 
Score: -10712011.000000 Penalty: 3711.503174
	Iteration 37Q: 3 clusters Score -1.071201e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 88678 members 
Entering Unmasked Estep 
Score: -10712040.000000 Penalty: 3711.503174
	Iteration 38Q: 3 clusters Score -1.071204e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 88748 members 
Entering Unmasked Estep 
Score: -10712035.000000 Penalty: 3711.503174
	Iteration 39Q: 3 clusters Score -1.071204e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 88816 members 
Entering Unmasked Estep 
Score: -10712080.000000 Penalty: 3711.503174
	Iteration 40F: 3 clusters Score -1.071208e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 88880 members 
Entering Unmasked Estep 
Score: -10712131.000000 Penalty: 3711.503174
	Iteration 41Q: 3 clusters Score -1.071213e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 88948 members 
Entering Unmasked Estep 
Score: -10712141.000000 Penalty: 3711.503174
	Iteration 42Q: 3 clusters Score -1.071214e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 89018 members 
Entering Unmasked Estep 
Score: -10712177.000000 Penalty: 3711.503174
	Iteration 43Q: 3 clusters Score -1.071218e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 89075 members 
Entering Unmasked Estep 
Score: -10712210.000000 Penalty: 3711.503174
	Iteration 44Q: 3 clusters Score -1.071221e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 89129 members 
Entering Unmasked Estep 
Score: -10712241.000000 Penalty: 3711.503174
	Iteration 45Q: 3 clusters Score -1.071224e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 89179 members 
Entering Unmasked Estep 
Score: -10712267.000000 Penalty: 3711.503174
	Iteration 46Q: 3 clusters Score -1.071227e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 89234 members 
Entering Unmasked Estep 
Score: -10712304.000000 Penalty: 3711.503174
	Iteration 47Q: 3 clusters Score -1.07123e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 89276 members 
Entering Unmasked Estep 
Score: -10712310.000000 Penalty: 3711.503174
	Iteration 48Q: 3 clusters Score -1.071231e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 89324 members 
Entering Unmasked Estep 
Score: -10712314.000000 Penalty: 3711.503174
	Iteration 49Q: 3 clusters Score -1.071231e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 89376 members 
Entering Unmasked Estep 
Score: -10712340.000000 Penalty: 3711.503174
	Iteration 50Q: 3 clusters Score -1.071234e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 89428 members 
Entering Unmasked Estep 
Score: -10712369.000000 Penalty: 3711.503174
	Iteration 51Q: 3 clusters Score -1.071237e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 89473 members 
Entering Unmasked Estep 
Score: -10712382.000000 Penalty: 3711.503174
	Iteration 52Q: 3 clusters Score -1.071238e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 89523 members 
Entering Unmasked Estep 
Score: -10712395.000000 Penalty: 3711.503174
	Iteration 53Q: 3 clusters Score -1.07124e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 89558 members 
Entering Unmasked Estep 
Score: -10712410.000000 Penalty: 3711.503174
	Iteration 54Q: 3 clusters Score -1.071241e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 89594 members 
Entering Unmasked Estep 
Score: -10712420.000000 Penalty: 3711.503174
	Iteration 55Q: 3 clusters Score -1.071242e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 89618 members 
Entering Unmasked Estep 
Score: -10712414.000000 Penalty: 3711.503174
	Iteration 56Q: 3 clusters Score -1.071241e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 89642 members 
Entering Unmasked Estep 
Score: -10712432.000000 Penalty: 3711.503174
	Iteration 57Q: 3 clusters Score -1.071243e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 89662 members 
Entering Unmasked Estep 
Score: -10712433.000000 Penalty: 3711.503174
	Iteration 58Q: 3 clusters Score -1.071243e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 89673 members 
Entering Unmasked Estep 
Score: -10712445.000000 Penalty: 3711.503174
	Iteration 59Q: 3 clusters Score -1.071244e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 89690 members 
Entering Unmasked Estep 
Score: -10712438.000000 Penalty: 3711.503174
	Iteration 60F: 3 clusters Score -1.071244e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 89712 members 
Entering Unmasked Estep 
Score: -10712456.000000 Penalty: 3711.503174
	Iteration 61Q: 3 clusters Score -1.071246e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 89735 members 
Entering Unmasked Estep 
Score: -10712456.000000 Penalty: 3711.503174
	Iteration 62Q: 3 clusters Score -1.071246e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 89756 members 
Entering Unmasked Estep 
Score: -10712466.000000 Penalty: 3711.503174
	Iteration 63Q: 3 clusters Score -1.071247e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 89778 members 
Entering Unmasked Estep 
Score: -10712482.000000 Penalty: 3711.503174
	Iteration 64Q: 3 clusters Score -1.071248e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 89799 members 
Entering Unmasked Estep 
Score: -10712485.000000 Penalty: 3711.503174
	Iteration 65Q: 3 clusters Score -1.071248e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 89825 members 
Entering Unmasked Estep 
Score: -10712507.000000 Penalty: 3711.503174
	Iteration 66Q: 3 clusters Score -1.071251e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 89854 members 
Entering Unmasked Estep 
Score: -10712525.000000 Penalty: 3711.503174
	Iteration 67Q: 3 clusters Score -1.071252e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 89875 members 
Entering Unmasked Estep 
Score: -10712525.000000 Penalty: 3711.503174
	Iteration 68Q: 3 clusters Score -1.071252e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 89885 members 
Entering Unmasked Estep 
Score: -10712520.000000 Penalty: 3711.503174
	Iteration 69Q: 3 clusters Score -1.071252e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 89894 members 
Entering Unmasked Estep 
Score: -10712524.000000 Penalty: 3711.503174
	Iteration 70Q: 3 clusters Score -1.071252e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 89907 members 
Entering Unmasked Estep 
Score: -10712517.000000 Penalty: 3711.503174
	Iteration 71Q: 3 clusters Score -1.071252e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 89912 members 
Entering Unmasked Estep 
Score: -10712527.000000 Penalty: 3711.503174
	Iteration 72Q: 3 clusters Score -1.071253e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 89922 members 
Entering Unmasked Estep 
Score: -10712542.000000 Penalty: 3711.503174
	Iteration 73Q: 3 clusters Score -1.071254e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 89933 members 
Entering Unmasked Estep 
Score: -10712523.000000 Penalty: 3711.503174
	Iteration 74Q: 3 clusters Score -1.071252e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 89937 members 
Entering Unmasked Estep 
Score: -10712525.000000 Penalty: 3711.503174
	Iteration 75Q: 3 clusters Score -1.071252e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 89948 members 
Entering Unmasked Estep 
Score: -10712519.000000 Penalty: 3711.503174
	Iteration 76Q: 3 clusters Score -1.071252e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 89957 members 
Entering Unmasked Estep 
Score: -10712525.000000 Penalty: 3711.503174
	Iteration 77Q: 3 clusters Score -1.071252e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 89960 members 
Entering Unmasked Estep 
Score: -10712530.000000 Penalty: 3711.503174
	Iteration 78Q: 3 clusters Score -1.071253e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 89961 members 
Entering Unmasked Estep 
Score: -10712528.000000 Penalty: 3711.503174
	Iteration 79Q: 3 clusters Score -1.071253e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 89962 members 
Entering Unmasked Estep 
Score: -10712530.000000 Penalty: 3711.503174
	Iteration 80F: 3 clusters Score -1.071253e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 89965 members 
Entering Unmasked Estep 
Score: -10712532.000000 Penalty: 3711.503174
	Iteration 81Q: 3 clusters Score -1.071253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 89967 members 
Entering Unmasked Estep 
Score: -10712527.000000 Penalty: 3711.503174
	Iteration 82Q: 3 clusters Score -1.071253e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 89967 members 
Entering Unmasked Estep 
Score: -10712527.000000 Penalty: 3711.503174
	Iteration 83F: 3 clusters Score -1.071253e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Entering Unmasked Estep 
Score: -81321.718750 Penalty: 1080.459961
	Iteration 0F: 2 clusters Score -81321.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -80077.117188 Penalty: 2160.919922
	Iteration 0F: 3 clusters Score -80077.12 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -80310.929688 Penalty: 2160.919922
	Iteration 1F: 3 clusters Score -80310.93 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -80390.062500 Penalty: 2160.919922
	Iteration 2F: 3 clusters Score -80390.06 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -80426.593750 Penalty: 2160.919922
	Iteration 3Q: 3 clusters Score -80426.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -80446.835938 Penalty: 2160.919922
	Iteration 4Q: 3 clusters Score -80446.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -80471.757812 Penalty: 2160.919922
	Iteration 5Q: 3 clusters Score -80471.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -80485.679688 Penalty: 2160.919922
	Iteration 6Q: 3 clusters Score -80485.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -80494.062500 Penalty: 2160.919922
	Iteration 7Q: 3 clusters Score -80494.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -80496.632812 Penalty: 2160.919922
	Iteration 8Q: 3 clusters Score -80496.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -80500.703125 Penalty: 2160.919922
	Iteration 9Q: 3 clusters Score -80500.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -80507.968750 Penalty: 2160.919922
	Iteration 10Q: 3 clusters Score -80507.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -80515.476562 Penalty: 2160.919922
	Iteration 11Q: 3 clusters Score -80515.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -80517.648438 Penalty: 2160.919922
	Iteration 12Q: 3 clusters Score -80517.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -80518.742188 Penalty: 2160.919922
	Iteration 13Q: 3 clusters Score -80518.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -80518.742188 Penalty: 2160.919922
	Iteration 14F: 3 clusters Score -80518.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (143710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143710 members 
Entering Unmasked Estep 
Score: -16990180.000000 Penalty: 1929.777344
	Iteration 0F: 2 clusters Score -1.699018e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71761 members 
Mstep: Class 2 contains 71949 members 
Entering Unmasked Estep 
Score: -16909858.000000 Penalty: 3859.554688
	Iteration 0F: 3 clusters Score -1.690986e+07 nChanged 69183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71008 members 
Mstep: Class 2 contains 72702 members 
Entering Unmasked Estep 
Score: -16950236.000000 Penalty: 3859.554688
	Iteration 1F: 3 clusters Score -1.695024e+07 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69235 members 
Mstep: Class 2 contains 74475 members 
Entering Unmasked Estep 
Score: -16951100.000000 Penalty: 3859.554688
	Iteration 2Q: 3 clusters Score -1.69511e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66128 members 
Mstep: Class 2 contains 77582 members 
Entering Unmasked Estep 
Score: -16952806.000000 Penalty: 3859.554688
	Iteration 3Q: 3 clusters Score -1.695281e+07 nChanged 6282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61182 members 
Mstep: Class 2 contains 82528 members 
Entering Unmasked Estep 
Score: -16955778.000000 Penalty: 3859.554688
	Iteration 4Q: 3 clusters Score -1.695578e+07 nChanged 7805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54161 members 
Mstep: Class 2 contains 89549 members 
Entering Unmasked Estep 
Score: -16961494.000000 Penalty: 3859.554688
	Iteration 5F: 3 clusters Score -1.696149e+07 nChanged 9911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46524 members 
Mstep: Class 2 contains 97186 members 
Entering Unmasked Estep 
Score: -16967656.000000 Penalty: 3859.554688
	Iteration 6F: 3 clusters Score -1.696766e+07 nChanged 9593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40719 members 
Mstep: Class 2 contains 102991 members 
Entering Unmasked Estep 
Score: -16973728.000000 Penalty: 3859.554688
	Iteration 7F: 3 clusters Score -1.697373e+07 nChanged 8484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38721 members 
Mstep: Class 2 contains 104989 members 
Entering Unmasked Estep 
Score: -16980310.000000 Penalty: 3859.554688
	Iteration 8F: 3 clusters Score -1.698031e+07 nChanged 8042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39881 members 
Mstep: Class 2 contains 103829 members 
Entering Unmasked Estep 
Score: -16987280.000000 Penalty: 3859.554688
	Iteration 9F: 3 clusters Score -1.698728e+07 nChanged 6632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42177 members 
Mstep: Class 2 contains 101533 members 
Entering Unmasked Estep 
Score: -16992098.000000 Penalty: 3859.554688
	Iteration 10Q: 3 clusters Score -1.69921e+07 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44380 members 
Mstep: Class 2 contains 99330 members 
Entering Unmasked Estep 
Score: -16995074.000000 Penalty: 3859.554688
	Iteration 11Q: 3 clusters Score -1.699507e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46012 members 
Mstep: Class 2 contains 97698 members 
Entering Unmasked Estep 
Score: -16997332.000000 Penalty: 3859.554688
	Iteration 12Q: 3 clusters Score -1.699733e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47400 members 
Mstep: Class 2 contains 96310 members 
Entering Unmasked Estep 
Score: -16999420.000000 Penalty: 3859.554688
	Iteration 13Q: 3 clusters Score -1.699942e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48722 members 
Mstep: Class 2 contains 94988 members 
Entering Unmasked Estep 
Score: -17001286.000000 Penalty: 3859.554688
	Iteration 14Q: 3 clusters Score -1.700129e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49620 members 
Mstep: Class 2 contains 94090 members 
Entering Unmasked Estep 
Score: -17002140.000000 Penalty: 3859.554688
	Iteration 15Q: 3 clusters Score -1.700214e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50098 members 
Mstep: Class 2 contains 93612 members 
Entering Unmasked Estep 
Score: -17002760.000000 Penalty: 3859.554688
	Iteration 16Q: 3 clusters Score -1.700276e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50202 members 
Mstep: Class 2 contains 93508 members 
Entering Unmasked Estep 
Score: -17003082.000000 Penalty: 3859.554688
	Iteration 17Q: 3 clusters Score -1.700308e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50139 members 
Mstep: Class 2 contains 93571 members 
Entering Unmasked Estep 
Score: -17003280.000000 Penalty: 3859.554688
	Iteration 18Q: 3 clusters Score -1.700328e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49984 members 
Mstep: Class 2 contains 93726 members 
Entering Unmasked Estep 
Score: -17003326.000000 Penalty: 3859.554688
	Iteration 19Q: 3 clusters Score -1.700333e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49927 members 
Mstep: Class 2 contains 93783 members 
Entering Unmasked Estep 
Score: -17003412.000000 Penalty: 3859.554688
	Iteration 20F: 3 clusters Score -1.700341e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50095 members 
Mstep: Class 2 contains 93615 members 
Entering Unmasked Estep 
Score: -17003576.000000 Penalty: 3859.554688
	Iteration 21Q: 3 clusters Score -1.700358e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50053 members 
Mstep: Class 2 contains 93657 members 
Entering Unmasked Estep 
Score: -17003602.000000 Penalty: 3859.554688
	Iteration 22Q: 3 clusters Score -1.70036e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49932 members 
Mstep: Class 2 contains 93778 members 
Entering Unmasked Estep 
Score: -17003594.000000 Penalty: 3859.554688
	Iteration 23Q: 3 clusters Score -1.700359e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49980 members 
Mstep: Class 2 contains 93730 members 
Entering Unmasked Estep 
Score: -17003604.000000 Penalty: 3859.554688
	Iteration 24Q: 3 clusters Score -1.70036e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49913 members 
Mstep: Class 2 contains 93797 members 
Entering Unmasked Estep 
Score: -17003634.000000 Penalty: 3859.554688
	Iteration 25Q: 3 clusters Score -1.700363e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49766 members 
Mstep: Class 2 contains 93944 members 
Entering Unmasked Estep 
Score: -17003548.000000 Penalty: 3859.554688
	Iteration 26Q: 3 clusters Score -1.700355e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49735 members 
Mstep: Class 2 contains 93975 members 
Entering Unmasked Estep 
Score: -17003554.000000 Penalty: 3859.554688
	Iteration 27Q: 3 clusters Score -1.700355e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49766 members 
Mstep: Class 2 contains 93944 members 
Entering Unmasked Estep 
Score: -17003570.000000 Penalty: 3859.554688
	Iteration 28Q: 3 clusters Score -1.700357e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49776 members 
Mstep: Class 2 contains 93934 members 
Entering Unmasked Estep 
Score: -17003574.000000 Penalty: 3859.554688
	Iteration 29Q: 3 clusters Score -1.700357e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49773 members 
Mstep: Class 2 contains 93937 members 
Entering Unmasked Estep 
Score: -17003578.000000 Penalty: 3859.554688
	Iteration 30Q: 3 clusters Score -1.700358e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49768 members 
Mstep: Class 2 contains 93942 members 
Entering Unmasked Estep 
Score: -17003582.000000 Penalty: 3859.554688
	Iteration 31Q: 3 clusters Score -1.700358e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49778 members 
Mstep: Class 2 contains 93932 members 
Entering Unmasked Estep 
Score: -17003564.000000 Penalty: 3859.554688
	Iteration 32Q: 3 clusters Score -1.700356e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49778 members 
Mstep: Class 2 contains 93932 members 
Entering Unmasked Estep 
Score: -17003560.000000 Penalty: 3859.554688
	Iteration 33Q: 3 clusters Score -1.700356e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49776 members 
Mstep: Class 2 contains 93934 members 
Entering Unmasked Estep 
Score: -17003570.000000 Penalty: 3859.554688
	Iteration 34Q: 3 clusters Score -1.700357e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49777 members 
Mstep: Class 2 contains 93933 members 
Entering Unmasked Estep 
Score: -17003558.000000 Penalty: 3859.554688
	Iteration 35Q: 3 clusters Score -1.700356e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49794 members 
Mstep: Class 2 contains 93916 members 
Entering Unmasked Estep 
Score: -17003562.000000 Penalty: 3859.554688
	Iteration 36Q: 3 clusters Score -1.700356e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49809 members 
Mstep: Class 2 contains 93901 members 
Entering Unmasked Estep 
Score: -17003558.000000 Penalty: 3859.554688
	Iteration 37Q: 3 clusters Score -1.700356e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49811 members 
Mstep: Class 2 contains 93899 members 
Entering Unmasked Estep 
Score: -17003572.000000 Penalty: 3859.554688
	Iteration 38Q: 3 clusters Score -1.700357e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49808 members 
Mstep: Class 2 contains 93902 members 
Entering Unmasked Estep 
Score: -17003568.000000 Penalty: 3859.554688
	Iteration 39Q: 3 clusters Score -1.700357e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49817 members 
Mstep: Class 2 contains 93893 members 
Entering Unmasked Estep 
Score: -17003552.000000 Penalty: 3859.554688
	Iteration 40F: 3 clusters Score -1.700355e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49817 members 
Mstep: Class 2 contains 93893 members 
Entering Unmasked Estep 
Score: -17003554.000000 Penalty: 3859.554688
	Iteration 41Q: 3 clusters Score -1.700355e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49816 members 
Mstep: Class 2 contains 93894 members 
Entering Unmasked Estep 
Score: -17003554.000000 Penalty: 3859.554688
	Iteration 42Q: 3 clusters Score -1.700355e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49815 members 
Mstep: Class 2 contains 93895 members 
Entering Unmasked Estep 
Score: -17003560.000000 Penalty: 3859.554688
	Iteration 43Q: 3 clusters Score -1.700356e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49817 members 
Mstep: Class 2 contains 93893 members 
Entering Unmasked Estep 
Score: -17003560.000000 Penalty: 3859.554688
	Iteration 44Q: 3 clusters Score -1.700356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49816 members 
Mstep: Class 2 contains 93894 members 
Entering Unmasked Estep 
Score: -17003556.000000 Penalty: 3859.554688
	Iteration 45Q: 3 clusters Score -1.700356e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49816 members 
Mstep: Class 2 contains 93894 members 
Entering Unmasked Estep 
Score: -17003556.000000 Penalty: 3859.554688
	Iteration 46F: 3 clusters Score -1.700356e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 33753 members 
Mstep: Class 4 contains 632 members 
Mstep: Class 5 contains 33972 members 
Mstep: Class 6 contains 74549 members 
Mstep: Class 7 contains 8170 members 
Mstep: Class 8 contains 36233 members 
Mstep: Class 9 contains 31934 members 
Mstep: Class 10 contains 16154 members 
Mstep: Class 11 contains 8356 members 
Mstep: Class 12 contains 53831 members 
Mstep: Class 13 contains 4085 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 9772 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 54199 members 
Mstep: Class 20 contains 55305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 38349 members 
Mstep: Class 23 contains 9627 members 
Mstep: Class 24 contains 14073 members 
Mstep: Class 25 contains 82697 members 
Mstep: Class 26 contains 25009 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 806 members 
Mstep: Class 29 contains 2562 members 
Mstep: Class 30 contains 8709 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 224 members 
Mstep: Class 33 contains 52369 members 
Mstep: Class 34 contains 1336 members 
Mstep: Class 35 contains 448 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 51332 members 
Mstep: Class 38 contains 12833 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 11009 members 
Mstep: Class 41 contains 43792 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 188 members 
Mstep: Class 44 contains 53833 members 
Mstep: Class 45 contains 191990 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 45912 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 6654 members 
Mstep: Class 50 contains 91127 members 
Mstep: Class 51 contains 772 members 
Mstep: Class 52 contains 49816 members 
Mstep: Class 53 contains 99016 members 
Mstep: Class 54 contains 29258 members 
Mstep: Class 55 contains 91730 members 
Mstep: Class 56 contains 39467 members 
Mstep: Class 57 contains 41096 members 
Mstep: Class 58 contains 34780 members 
Mstep: Class 59 contains 48553 members 
Mstep: Class 60 contains 93894 members 
Mstep: Class 61 contains 4960 members 
Mstep: Class 62 contains 198 members 
Entering Unmasked Estep 
Score: -194758384.000000 Penalty: 144672.062500
Splitting cluster 52 changes total score from -194725200.000000 to -194758384.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 53 (99016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99016 members 
Entering Unmasked Estep 
Score: -11692326.000000 Penalty: 1869.243408
	Iteration 0F: 2 clusters Score -1.169233e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49356 members 
Mstep: Class 2 contains 49660 members 
Entering Unmasked Estep 
Score: -11626821.000000 Penalty: 3738.486816
	Iteration 0F: 3 clusters Score -1.162682e+07 nChanged 47745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46151 members 
Mstep: Class 2 contains 52865 members 
Entering Unmasked Estep 
Score: -11654775.000000 Penalty: 3738.486816
	Iteration 1F: 3 clusters Score -1.165478e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44484 members 
Mstep: Class 2 contains 54532 members 
Entering Unmasked Estep 
Score: -11655472.000000 Penalty: 3738.486816
	Iteration 2Q: 3 clusters Score -1.165547e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42023 members 
Mstep: Class 2 contains 56993 members 
Entering Unmasked Estep 
Score: -11656626.000000 Penalty: 3738.486816
	Iteration 3Q: 3 clusters Score -1.165663e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38671 members 
Mstep: Class 2 contains 60345 members 
Entering Unmasked Estep 
Score: -11658196.000000 Penalty: 3738.486816
	Iteration 4Q: 3 clusters Score -1.16582e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 64584 members 
Entering Unmasked Estep 
Score: -11660870.000000 Penalty: 3738.486816
	Iteration 5F: 3 clusters Score -1.166087e+07 nChanged 6039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 69671 members 
Entering Unmasked Estep 
Score: -11665486.000000 Penalty: 3738.486816
	Iteration 6F: 3 clusters Score -1.166549e+07 nChanged 6109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 74344 members 
Entering Unmasked Estep 
Score: -11671753.000000 Penalty: 3738.486816
	Iteration 7F: 3 clusters Score -1.167175e+07 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 76955 members 
Entering Unmasked Estep 
Score: -11678399.000000 Penalty: 3738.486816
	Iteration 8F: 3 clusters Score -1.16784e+07 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 76868 members 
Entering Unmasked Estep 
Score: -11682953.000000 Penalty: 3738.486816
	Iteration 9F: 3 clusters Score -1.168295e+07 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 75739 members 
Entering Unmasked Estep 
Score: -11685078.000000 Penalty: 3738.486816
	Iteration 10Q: 3 clusters Score -1.168508e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 74480 members 
Entering Unmasked Estep 
Score: -11686416.000000 Penalty: 3738.486816
	Iteration 11Q: 3 clusters Score -1.168642e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 73125 members 
Entering Unmasked Estep 
Score: -11687445.000000 Penalty: 3738.486816
	Iteration 12Q: 3 clusters Score -1.168744e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 71855 members 
Entering Unmasked Estep 
Score: -11688408.000000 Penalty: 3738.486816
	Iteration 13Q: 3 clusters Score -1.168841e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 70707 members 
Entering Unmasked Estep 
Score: -11689256.000000 Penalty: 3738.486816
	Iteration 14Q: 3 clusters Score -1.168926e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29234 members 
Mstep: Class 2 contains 69782 members 
Entering Unmasked Estep 
Score: -11689671.000000 Penalty: 3738.486816
	Iteration 15Q: 3 clusters Score -1.168967e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30107 members 
Mstep: Class 2 contains 68909 members 
Entering Unmasked Estep 
Score: -11689790.000000 Penalty: 3738.486816
	Iteration 16Q: 3 clusters Score -1.168979e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30754 members 
Mstep: Class 2 contains 68262 members 
Entering Unmasked Estep 
Score: -11689968.000000 Penalty: 3738.486816
	Iteration 17Q: 3 clusters Score -1.168997e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 67594 members 
Entering Unmasked Estep 
Score: -11690048.000000 Penalty: 3738.486816
	Iteration 18Q: 3 clusters Score -1.169005e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 66984 members 
Entering Unmasked Estep 
Score: -11690081.000000 Penalty: 3738.486816
	Iteration 19Q: 3 clusters Score -1.169008e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32707 members 
Mstep: Class 2 contains 66309 members 
Entering Unmasked Estep 
Score: -11690227.000000 Penalty: 3738.486816
	Iteration 20F: 3 clusters Score -1.169023e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33416 members 
Mstep: Class 2 contains 65600 members 
Entering Unmasked Estep 
Score: -11690242.000000 Penalty: 3738.486816
	Iteration 21Q: 3 clusters Score -1.169024e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 65012 members 
Entering Unmasked Estep 
Score: -11690395.000000 Penalty: 3738.486816
	Iteration 22Q: 3 clusters Score -1.16904e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34755 members 
Mstep: Class 2 contains 64261 members 
Entering Unmasked Estep 
Score: -11690416.000000 Penalty: 3738.486816
	Iteration 23Q: 3 clusters Score -1.169042e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35550 members 
Mstep: Class 2 contains 63466 members 
Entering Unmasked Estep 
Score: -11690407.000000 Penalty: 3738.486816
	Iteration 24Q: 3 clusters Score -1.169041e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 62757 members 
Entering Unmasked Estep 
Score: -11690435.000000 Penalty: 3738.486816
	Iteration 25Q: 3 clusters Score -1.169044e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 61932 members 
Entering Unmasked Estep 
Score: -11690454.000000 Penalty: 3738.486816
	Iteration 26Q: 3 clusters Score -1.169045e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37896 members 
Mstep: Class 2 contains 61120 members 
Entering Unmasked Estep 
Score: -11690419.000000 Penalty: 3738.486816
	Iteration 27Q: 3 clusters Score -1.169042e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38593 members 
Mstep: Class 2 contains 60423 members 
Entering Unmasked Estep 
Score: -11690349.000000 Penalty: 3738.486816
	Iteration 28Q: 3 clusters Score -1.169035e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39355 members 
Mstep: Class 2 contains 59661 members 
Entering Unmasked Estep 
Score: -11690436.000000 Penalty: 3738.486816
	Iteration 29Q: 3 clusters Score -1.169044e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40172 members 
Mstep: Class 2 contains 58844 members 
Entering Unmasked Estep 
Score: -11690498.000000 Penalty: 3738.486816
	Iteration 30Q: 3 clusters Score -1.16905e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 57967 members 
Entering Unmasked Estep 
Score: -11690662.000000 Penalty: 3738.486816
	Iteration 31Q: 3 clusters Score -1.169066e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41726 members 
Mstep: Class 2 contains 57290 members 
Entering Unmasked Estep 
Score: -11690679.000000 Penalty: 3738.486816
	Iteration 32Q: 3 clusters Score -1.169068e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42440 members 
Mstep: Class 2 contains 56576 members 
Entering Unmasked Estep 
Score: -11690762.000000 Penalty: 3738.486816
	Iteration 33Q: 3 clusters Score -1.169076e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43049 members 
Mstep: Class 2 contains 55967 members 
Entering Unmasked Estep 
Score: -11690859.000000 Penalty: 3738.486816
	Iteration 34Q: 3 clusters Score -1.169086e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43811 members 
Mstep: Class 2 contains 55205 members 
Entering Unmasked Estep 
Score: -11690983.000000 Penalty: 3738.486816
	Iteration 35Q: 3 clusters Score -1.169098e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44620 members 
Mstep: Class 2 contains 54396 members 
Entering Unmasked Estep 
Score: -11690999.000000 Penalty: 3738.486816
	Iteration 36Q: 3 clusters Score -1.1691e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45673 members 
Mstep: Class 2 contains 53343 members 
Entering Unmasked Estep 
Score: -11691147.000000 Penalty: 3738.486816
	Iteration 37Q: 3 clusters Score -1.169115e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46753 members 
Mstep: Class 2 contains 52263 members 
Entering Unmasked Estep 
Score: -11691278.000000 Penalty: 3738.486816
	Iteration 38Q: 3 clusters Score -1.169128e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47902 members 
Mstep: Class 2 contains 51114 members 
Entering Unmasked Estep 
Score: -11691238.000000 Penalty: 3738.486816
	Iteration 39Q: 3 clusters Score -1.169124e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49078 members 
Mstep: Class 2 contains 49938 members 
Entering Unmasked Estep 
Score: -11691256.000000 Penalty: 3738.486816
	Iteration 40F: 3 clusters Score -1.169126e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50274 members 
Mstep: Class 2 contains 48742 members 
Entering Unmasked Estep 
Score: -11691235.000000 Penalty: 3738.486816
	Iteration 41Q: 3 clusters Score -1.169124e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51707 members 
Mstep: Class 2 contains 47309 members 
Entering Unmasked Estep 
Score: -11691193.000000 Penalty: 3738.486816
	Iteration 42Q: 3 clusters Score -1.169119e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53161 members 
Mstep: Class 2 contains 45855 members 
Entering Unmasked Estep 
Score: -11691092.000000 Penalty: 3738.486816
	Iteration 43Q: 3 clusters Score -1.169109e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54513 members 
Mstep: Class 2 contains 44503 members 
Entering Unmasked Estep 
Score: -11690918.000000 Penalty: 3738.486816
	Iteration 44Q: 3 clusters Score -1.169092e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55976 members 
Mstep: Class 2 contains 43040 members 
Entering Unmasked Estep 
Score: -11690739.000000 Penalty: 3738.486816
	Iteration 45Q: 3 clusters Score -1.169074e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57359 members 
Mstep: Class 2 contains 41657 members 
Entering Unmasked Estep 
Score: -11690717.000000 Penalty: 3738.486816
	Iteration 46Q: 3 clusters Score -1.169072e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58527 members 
Mstep: Class 2 contains 40489 members 
Entering Unmasked Estep 
Score: -11690627.000000 Penalty: 3738.486816
	Iteration 47Q: 3 clusters Score -1.169063e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59656 members 
Mstep: Class 2 contains 39360 members 
Entering Unmasked Estep 
Score: -11690554.000000 Penalty: 3738.486816
	Iteration 48Q: 3 clusters Score -1.169055e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60925 members 
Mstep: Class 2 contains 38091 members 
Entering Unmasked Estep 
Score: -11690488.000000 Penalty: 3738.486816
	Iteration 49Q: 3 clusters Score -1.169049e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62186 members 
Mstep: Class 2 contains 36830 members 
Entering Unmasked Estep 
Score: -11690489.000000 Penalty: 3738.486816
	Iteration 50Q: 3 clusters Score -1.169049e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63486 members 
Mstep: Class 2 contains 35530 members 
Entering Unmasked Estep 
Score: -11690383.000000 Penalty: 3738.486816
	Iteration 51Q: 3 clusters Score -1.169038e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64891 members 
Mstep: Class 2 contains 34125 members 
Entering Unmasked Estep 
Score: -11690341.000000 Penalty: 3738.486816
	Iteration 52Q: 3 clusters Score -1.169034e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66295 members 
Mstep: Class 2 contains 32721 members 
Entering Unmasked Estep 
Score: -11690237.000000 Penalty: 3738.486816
	Iteration 53Q: 3 clusters Score -1.169024e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67531 members 
Mstep: Class 2 contains 31485 members 
Entering Unmasked Estep 
Score: -11690171.000000 Penalty: 3738.486816
	Iteration 54Q: 3 clusters Score -1.169017e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68830 members 
Mstep: Class 2 contains 30186 members 
Entering Unmasked Estep 
Score: -11690105.000000 Penalty: 3738.486816
	Iteration 55Q: 3 clusters Score -1.16901e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69980 members 
Mstep: Class 2 contains 29036 members 
Entering Unmasked Estep 
Score: -11690034.000000 Penalty: 3738.486816
	Iteration 56Q: 3 clusters Score -1.169003e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71209 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -11689978.000000 Penalty: 3738.486816
	Iteration 57Q: 3 clusters Score -1.168998e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72485 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -11689999.000000 Penalty: 3738.486816
	Iteration 58Q: 3 clusters Score -1.169e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73714 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -11690001.000000 Penalty: 3738.486816
	Iteration 59Q: 3 clusters Score -1.169e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74862 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -11689948.000000 Penalty: 3738.486816
	Iteration 60F: 3 clusters Score -1.168995e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75991 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -11689825.000000 Penalty: 3738.486816
	Iteration 61Q: 3 clusters Score -1.168982e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77113 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -11689743.000000 Penalty: 3738.486816
	Iteration 62Q: 3 clusters Score -1.168974e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78295 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -11689718.000000 Penalty: 3738.486816
	Iteration 63Q: 3 clusters Score -1.168972e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79419 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -11689635.000000 Penalty: 3738.486816
	Iteration 64Q: 3 clusters Score -1.168964e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80519 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -11689585.000000 Penalty: 3738.486816
	Iteration 65Q: 3 clusters Score -1.168958e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81550 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -11689607.000000 Penalty: 3738.486816
	Iteration 66Q: 3 clusters Score -1.168961e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82495 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -11689913.000000 Penalty: 3738.486816
	Iteration 67Q: 3 clusters Score -1.168991e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83327 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -11690304.000000 Penalty: 3738.486816
	Iteration 68Q: 3 clusters Score -1.16903e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84081 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -11690710.000000 Penalty: 3738.486816
	Iteration 69Q: 3 clusters Score -1.169071e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84785 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -11690930.000000 Penalty: 3738.486816
	Iteration 70Q: 3 clusters Score -1.169093e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85273 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -11691119.000000 Penalty: 3738.486816
	Iteration 71Q: 3 clusters Score -1.169112e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85711 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -11691196.000000 Penalty: 3738.486816
	Iteration 72Q: 3 clusters Score -1.16912e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86025 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -11691238.000000 Penalty: 3738.486816
	Iteration 73Q: 3 clusters Score -1.169124e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86318 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -11691221.000000 Penalty: 3738.486816
	Iteration 74Q: 3 clusters Score -1.169122e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86597 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -11691235.000000 Penalty: 3738.486816
	Iteration 75Q: 3 clusters Score -1.169124e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86808 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -11691228.000000 Penalty: 3738.486816
	Iteration 76Q: 3 clusters Score -1.169123e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86959 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -11691226.000000 Penalty: 3738.486816
	Iteration 77Q: 3 clusters Score -1.169123e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86987 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -11691229.000000 Penalty: 3738.486816
	Iteration 78Q: 3 clusters Score -1.169123e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87081 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -11691253.000000 Penalty: 3738.486816
	Iteration 79Q: 3 clusters Score -1.169125e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87184 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -11691240.000000 Penalty: 3738.486816
	Iteration 80F: 3 clusters Score -1.169124e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87310 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -11691241.000000 Penalty: 3738.486816
	Iteration 81Q: 3 clusters Score -1.169124e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87404 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -11691216.000000 Penalty: 3738.486816
	Iteration 82Q: 3 clusters Score -1.169122e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87494 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -11691176.000000 Penalty: 3738.486816
	Iteration 83Q: 3 clusters Score -1.169118e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87682 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -11691174.000000 Penalty: 3738.486816
	Iteration 84Q: 3 clusters Score -1.169117e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87873 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -11691170.000000 Penalty: 3738.486816
	Iteration 85Q: 3 clusters Score -1.169117e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88033 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -11691172.000000 Penalty: 3738.486816
	Iteration 86Q: 3 clusters Score -1.169117e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88147 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -11691227.000000 Penalty: 3738.486816
	Iteration 87Q: 3 clusters Score -1.169123e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88344 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -11691212.000000 Penalty: 3738.486816
	Iteration 88Q: 3 clusters Score -1.169121e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88466 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -11691257.000000 Penalty: 3738.486816
	Iteration 89Q: 3 clusters Score -1.169126e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88571 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -11691272.000000 Penalty: 3738.486816
	Iteration 90Q: 3 clusters Score -1.169127e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88743 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -11691292.000000 Penalty: 3738.486816
	Iteration 91Q: 3 clusters Score -1.169129e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88824 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -11691276.000000 Penalty: 3738.486816
	Iteration 92Q: 3 clusters Score -1.169128e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88886 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -11691308.000000 Penalty: 3738.486816
	Iteration 93Q: 3 clusters Score -1.169131e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88965 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -11691292.000000 Penalty: 3738.486816
	Iteration 94Q: 3 clusters Score -1.169129e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88975 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -11691292.000000 Penalty: 3738.486816
	Iteration 95Q: 3 clusters Score -1.169129e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89023 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -11691304.000000 Penalty: 3738.486816
	Iteration 96Q: 3 clusters Score -1.16913e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89101 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -11691298.000000 Penalty: 3738.486816
	Iteration 97Q: 3 clusters Score -1.16913e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89125 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -11691311.000000 Penalty: 3738.486816
	Iteration 98Q: 3 clusters Score -1.169131e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89161 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -11691298.000000 Penalty: 3738.486816
	Iteration 99Q: 3 clusters Score -1.16913e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89222 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -11691309.000000 Penalty: 3738.486816
	Iteration 100F: 3 clusters Score -1.169131e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89260 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -11691300.000000 Penalty: 3738.486816
	Iteration 101Q: 3 clusters Score -1.16913e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89321 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -11691304.000000 Penalty: 3738.486816
	Iteration 102Q: 3 clusters Score -1.16913e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89330 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -11691306.000000 Penalty: 3738.486816
	Iteration 103Q: 3 clusters Score -1.169131e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89348 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -11691293.000000 Penalty: 3738.486816
	Iteration 104Q: 3 clusters Score -1.169129e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89373 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -11691311.000000 Penalty: 3738.486816
	Iteration 105Q: 3 clusters Score -1.169131e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89369 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -11691311.000000 Penalty: 3738.486816
	Iteration 106Q: 3 clusters Score -1.169131e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89370 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -11691302.000000 Penalty: 3738.486816
	Iteration 107Q: 3 clusters Score -1.16913e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89370 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -11691302.000000 Penalty: 3738.486816
	Iteration 108F: 3 clusters Score -1.16913e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (29258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Entering Unmasked Estep 
Score: -3444584.500000 Penalty: 1671.135010
	Iteration 0F: 2 clusters Score -3444584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -3424786.500000 Penalty: 3342.270020
	Iteration 0F: 3 clusters Score -3424786 nChanged 13508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -3432295.750000 Penalty: 3342.270020
	Iteration 1F: 3 clusters Score -3432296 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -3432644.500000 Penalty: 3342.270020
	Iteration 2Q: 3 clusters Score -3432644 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -3432953.750000 Penalty: 3342.270020
	Iteration 3Q: 3 clusters Score -3432954 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -3433272.500000 Penalty: 3342.270020
	Iteration 4Q: 3 clusters Score -3433272 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -3433580.750000 Penalty: 3342.270020
	Iteration 5Q: 3 clusters Score -3433581 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -3433996.000000 Penalty: 3342.270020
	Iteration 6Q: 3 clusters Score -3433996 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -3434589.250000 Penalty: 3342.270020
	Iteration 7Q: 3 clusters Score -3434589 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -3435470.000000 Penalty: 3342.270020
	Iteration 8Q: 3 clusters Score -3435470 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -3436732.250000 Penalty: 3342.270020
	Iteration 9F: 3 clusters Score -3436732 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -3438035.750000 Penalty: 3342.270020
	Iteration 10F: 3 clusters Score -3438036 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -3439133.750000 Penalty: 3342.270020
	Iteration 11Q: 3 clusters Score -3439134 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -3439893.250000 Penalty: 3342.270020
	Iteration 12Q: 3 clusters Score -3439893 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -3440437.500000 Penalty: 3342.270020
	Iteration 13Q: 3 clusters Score -3440438 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
Score: -3440878.000000 Penalty: 3342.270020
	Iteration 14Q: 3 clusters Score -3440878 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -3441271.500000 Penalty: 3342.270020
	Iteration 15Q: 3 clusters Score -3441272 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -3441621.750000 Penalty: 3342.270020
	Iteration 16Q: 3 clusters Score -3441622 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 27365 members 
Entering Unmasked Estep 
Score: -3441934.250000 Penalty: 3342.270020
	Iteration 17Q: 3 clusters Score -3441934 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 27748 members 
Entering Unmasked Estep 
Score: -3442212.000000 Penalty: 3342.270020
	Iteration 18Q: 3 clusters Score -3442212 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -3442440.250000 Penalty: 3342.270020
	Iteration 19Q: 3 clusters Score -3442440 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 28280 members 
Entering Unmasked Estep 
Score: -3442583.750000 Penalty: 3342.270020
	Iteration 20F: 3 clusters Score -3442584 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 28464 members 
Entering Unmasked Estep 
Score: -3442718.000000 Penalty: 3342.270020
	Iteration 21Q: 3 clusters Score -3442718 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -3442827.750000 Penalty: 3342.270020
	Iteration 22Q: 3 clusters Score -3442828 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 28718 members 
Entering Unmasked Estep 
Score: -3442921.000000 Penalty: 3342.270020
	Iteration 23Q: 3 clusters Score -3442921 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 28798 members 
Entering Unmasked Estep 
Score: -3442979.750000 Penalty: 3342.270020
	Iteration 24Q: 3 clusters Score -3442980 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -3443010.000000 Penalty: 3342.270020
	Iteration 25Q: 3 clusters Score -3443010 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 28876 members 
Entering Unmasked Estep 
Score: -3443033.250000 Penalty: 3342.270020
	Iteration 26Q: 3 clusters Score -3443033 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 28902 members 
Entering Unmasked Estep 
Score: -3443054.250000 Penalty: 3342.270020
	Iteration 27Q: 3 clusters Score -3443054 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 28925 members 
Entering Unmasked Estep 
Score: -3443069.250000 Penalty: 3342.270020
	Iteration 28Q: 3 clusters Score -3443069 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 28945 members 
Entering Unmasked Estep 
Score: -3443086.000000 Penalty: 3342.270020
	Iteration 29Q: 3 clusters Score -3443086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
Score: -3443102.500000 Penalty: 3342.270020
	Iteration 30Q: 3 clusters Score -3443102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 28968 members 
Entering Unmasked Estep 
Score: -3443116.750000 Penalty: 3342.270020
	Iteration 31Q: 3 clusters Score -3443117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -3443125.000000 Penalty: 3342.270020
	Iteration 32Q: 3 clusters Score -3443125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -3443132.000000 Penalty: 3342.270020
	Iteration 33Q: 3 clusters Score -3443132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -3443136.750000 Penalty: 3342.270020
	Iteration 34Q: 3 clusters Score -3443137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 28983 members 
Entering Unmasked Estep 
Score: -3443138.250000 Penalty: 3342.270020
	Iteration 35Q: 3 clusters Score -3443138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 28986 members 
Entering Unmasked Estep 
Score: -3443141.500000 Penalty: 3342.270020
	Iteration 36Q: 3 clusters Score -3443142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -3443143.500000 Penalty: 3342.270020
	Iteration 37Q: 3 clusters Score -3443144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -3443141.750000 Penalty: 3342.270020
	Iteration 38Q: 3 clusters Score -3443142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -3443141.750000 Penalty: 3342.270020
	Iteration 39F: 3 clusters Score -3443142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (39467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39467 members 
Entering Unmasked Estep 
Score: -4700817.000000 Penalty: 1719.773315
	Iteration 0F: 2 clusters Score -4700817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -4674221.500000 Penalty: 3439.546631
	Iteration 0F: 3 clusters Score -4674222 nChanged 18438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -4684311.500000 Penalty: 3439.546631
	Iteration 1F: 3 clusters Score -4684312 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -4684604.000000 Penalty: 3439.546631
	Iteration 2Q: 3 clusters Score -4684604 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -4684900.000000 Penalty: 3439.546631
	Iteration 3Q: 3 clusters Score -4684900 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -4685186.000000 Penalty: 3439.546631
	Iteration 4Q: 3 clusters Score -4685186 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -4685475.500000 Penalty: 3439.546631
	Iteration 5Q: 3 clusters Score -4685476 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -4685757.500000 Penalty: 3439.546631
	Iteration 6Q: 3 clusters Score -4685758 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -4686135.500000 Penalty: 3439.546631
	Iteration 7Q: 3 clusters Score -4686136 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -4686724.500000 Penalty: 3439.546631
	Iteration 8Q: 3 clusters Score -4686724 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -4687836.000000 Penalty: 3439.546631
	Iteration 9F: 3 clusters Score -4687836 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 29162 members 
Entering Unmasked Estep 
Score: -4689601.000000 Penalty: 3439.546631
	Iteration 10F: 3 clusters Score -4689601 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -4692363.000000 Penalty: 3439.546631
	Iteration 11F: 3 clusters Score -4692363 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -4695386.500000 Penalty: 3439.546631
	Iteration 12F: 3 clusters Score -4695386 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 37769 members 
Entering Unmasked Estep 
Score: -4697676.500000 Penalty: 3439.546631
	Iteration 13F: 3 clusters Score -4697676 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 38833 members 
Entering Unmasked Estep 
Score: -4698753.000000 Penalty: 3439.546631
	Iteration 14Q: 3 clusters Score -4698753 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 39181 members 
Entering Unmasked Estep 
Score: -4699078.500000 Penalty: 3439.546631
	Iteration 15Q: 3 clusters Score -4699078 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 39274 members 
Entering Unmasked Estep 
Score: -4699184.000000 Penalty: 3439.546631
	Iteration 16Q: 3 clusters Score -4699184 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 39306 members 
Entering Unmasked Estep 
Score: -4699233.500000 Penalty: 3439.546631
	Iteration 17Q: 3 clusters Score -4699234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 39315 members 
Entering Unmasked Estep 
Score: -4699255.500000 Penalty: 3439.546631
	Iteration 18Q: 3 clusters Score -4699256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 39320 members 
Entering Unmasked Estep 
Score: -4699256.000000 Penalty: 3439.546631
	Iteration 19Q: 3 clusters Score -4699256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 39321 members 
Entering Unmasked Estep 
Score: -4699259.500000 Penalty: 3439.546631
	Iteration 20F: 3 clusters Score -4699260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 39322 members 
Entering Unmasked Estep 
Score: -4699268.000000 Penalty: 3439.546631
	Iteration 21Q: 3 clusters Score -4699268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 39320 members 
Entering Unmasked Estep 
Score: -4699265.500000 Penalty: 3439.546631
	Iteration 22Q: 3 clusters Score -4699266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 39320 members 
Entering Unmasked Estep 
Score: -4699265.500000 Penalty: 3439.546631
	Iteration 23F: 3 clusters Score -4699266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (41096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41096 members 
Entering Unmasked Estep 
Score: -4901614.000000 Penalty: 1726.345703
	Iteration 0F: 2 clusters Score -4901614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -4874192.000000 Penalty: 3452.691406
	Iteration 0F: 3 clusters Score -4874192 nChanged 19043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -4884808.000000 Penalty: 3452.691406
	Iteration 1F: 3 clusters Score -4884808 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -4885251.000000 Penalty: 3452.691406
	Iteration 2Q: 3 clusters Score -4885251 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -4885771.000000 Penalty: 3452.691406
	Iteration 3Q: 3 clusters Score -4885771 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -4886291.500000 Penalty: 3452.691406
	Iteration 4Q: 3 clusters Score -4886292 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -4886985.500000 Penalty: 3452.691406
	Iteration 5Q: 3 clusters Score -4886986 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -4888016.500000 Penalty: 3452.691406
	Iteration 6F: 3 clusters Score -4888016 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28575 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -4889429.000000 Penalty: 3452.691406
	Iteration 7F: 3 clusters Score -4889429 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30848 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -4891263.500000 Penalty: 3452.691406
	Iteration 8F: 3 clusters Score -4891264 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -4893332.000000 Penalty: 3452.691406
	Iteration 9F: 3 clusters Score -4893332 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34796 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -4895193.000000 Penalty: 3452.691406
	Iteration 10Q: 3 clusters Score -4895193 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35991 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -4896583.000000 Penalty: 3452.691406
	Iteration 11Q: 3 clusters Score -4896583 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36814 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -4897513.500000 Penalty: 3452.691406
	Iteration 12Q: 3 clusters Score -4897514 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37405 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -4898173.000000 Penalty: 3452.691406
	Iteration 13Q: 3 clusters Score -4898173 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37880 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -4898557.500000 Penalty: 3452.691406
	Iteration 14Q: 3 clusters Score -4898558 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38211 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -4898812.500000 Penalty: 3452.691406
	Iteration 15Q: 3 clusters Score -4898812 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -4899049.000000 Penalty: 3452.691406
	Iteration 16Q: 3 clusters Score -4899049 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38756 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -4899188.500000 Penalty: 3452.691406
	Iteration 17Q: 3 clusters Score -4899188 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -4899330.500000 Penalty: 3452.691406
	Iteration 18Q: 3 clusters Score -4899330 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39164 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -4899456.500000 Penalty: 3452.691406
	Iteration 19Q: 3 clusters Score -4899456 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39322 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -4899546.500000 Penalty: 3452.691406
	Iteration 20F: 3 clusters Score -4899546 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39432 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -4899611.000000 Penalty: 3452.691406
	Iteration 21Q: 3 clusters Score -4899611 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39540 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -4899654.000000 Penalty: 3452.691406
	Iteration 22Q: 3 clusters Score -4899654 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39630 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -4899693.500000 Penalty: 3452.691406
	Iteration 23Q: 3 clusters Score -4899694 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39709 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -4899732.000000 Penalty: 3452.691406
	Iteration 24Q: 3 clusters Score -4899732 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39767 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -4899772.000000 Penalty: 3452.691406
	Iteration 25Q: 3 clusters Score -4899772 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39824 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -4899796.500000 Penalty: 3452.691406
	Iteration 26Q: 3 clusters Score -4899796 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -4899830.000000 Penalty: 3452.691406
	Iteration 27Q: 3 clusters Score -4899830 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39931 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -4899872.000000 Penalty: 3452.691406
	Iteration 28Q: 3 clusters Score -4899872 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39991 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -4899893.000000 Penalty: 3452.691406
	Iteration 29Q: 3 clusters Score -4899893 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40040 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -4899925.000000 Penalty: 3452.691406
	Iteration 30Q: 3 clusters Score -4899925 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40075 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -4899945.500000 Penalty: 3452.691406
	Iteration 31Q: 3 clusters Score -4899946 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40106 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -4899960.000000 Penalty: 3452.691406
	Iteration 32Q: 3 clusters Score -4899960 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -4899977.000000 Penalty: 3452.691406
	Iteration 33Q: 3 clusters Score -4899977 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -4899968.000000 Penalty: 3452.691406
	Iteration 34Q: 3 clusters Score -4899968 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40173 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -4899982.000000 Penalty: 3452.691406
	Iteration 35Q: 3 clusters Score -4899982 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40194 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4899986.000000 Penalty: 3452.691406
	Iteration 36Q: 3 clusters Score -4899986 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40212 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -4900001.500000 Penalty: 3452.691406
	Iteration 37Q: 3 clusters Score -4900002 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40232 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -4900002.500000 Penalty: 3452.691406
	Iteration 38Q: 3 clusters Score -4900002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40246 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -4900021.500000 Penalty: 3452.691406
	Iteration 39Q: 3 clusters Score -4900022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -4900026.500000 Penalty: 3452.691406
	Iteration 40F: 3 clusters Score -4900026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40268 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -4900018.500000 Penalty: 3452.691406
	Iteration 41Q: 3 clusters Score -4900018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40273 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4900027.000000 Penalty: 3452.691406
	Iteration 42Q: 3 clusters Score -4900027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40282 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -4900030.000000 Penalty: 3452.691406
	Iteration 43Q: 3 clusters Score -4900030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40292 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -4900043.500000 Penalty: 3452.691406
	Iteration 44Q: 3 clusters Score -4900044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40302 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -4900048.000000 Penalty: 3452.691406
	Iteration 45Q: 3 clusters Score -4900048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40317 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4900052.000000 Penalty: 3452.691406
	Iteration 46Q: 3 clusters Score -4900052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -4900056.500000 Penalty: 3452.691406
	Iteration 47Q: 3 clusters Score -4900056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40326 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -4900055.500000 Penalty: 3452.691406
	Iteration 48Q: 3 clusters Score -4900056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40330 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -4900061.000000 Penalty: 3452.691406
	Iteration 49Q: 3 clusters Score -4900061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40329 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -4900057.500000 Penalty: 3452.691406
	Iteration 50Q: 3 clusters Score -4900058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40329 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -4900060.500000 Penalty: 3452.691406
	Iteration 51Q: 3 clusters Score -4900060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40329 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -4900060.500000 Penalty: 3452.691406
	Iteration 52F: 3 clusters Score -4900060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (34780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34780 members 
Entering Unmasked Estep 
Score: -4169118.250000 Penalty: 1699.229614
	Iteration 0F: 2 clusters Score -4169118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -4146305.250000 Penalty: 3398.459229
	Iteration 0F: 3 clusters Score -4146305 nChanged 16123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -4155525.000000 Penalty: 3398.459229
	Iteration 1F: 3 clusters Score -4155525 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -4156157.750000 Penalty: 3398.459229
	Iteration 2Q: 3 clusters Score -4156158 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -4157225.500000 Penalty: 3398.459229
	Iteration 3F: 3 clusters Score -4157226 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -4159271.250000 Penalty: 3398.459229
	Iteration 4F: 3 clusters Score -4159271 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -4162837.250000 Penalty: 3398.459229
	Iteration 5F: 3 clusters Score -4162837 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -4165897.000000 Penalty: 3398.459229
	Iteration 6F: 3 clusters Score -4165897 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -4166928.500000 Penalty: 3398.459229
	Iteration 7Q: 3 clusters Score -4166928 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -4167309.250000 Penalty: 3398.459229
	Iteration 8Q: 3 clusters Score -4167309 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -4167449.750000 Penalty: 3398.459229
	Iteration 9Q: 3 clusters Score -4167450 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -4167540.000000 Penalty: 3398.459229
	Iteration 10Q: 3 clusters Score -4167540 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -4167606.750000 Penalty: 3398.459229
	Iteration 11Q: 3 clusters Score -4167607 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -4167635.000000 Penalty: 3398.459229
	Iteration 12Q: 3 clusters Score -4167635 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -4167648.500000 Penalty: 3398.459229
	Iteration 13Q: 3 clusters Score -4167648 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -4167633.000000 Penalty: 3398.459229
	Iteration 14Q: 3 clusters Score -4167633 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -4167648.500000 Penalty: 3398.459229
	Iteration 15Q: 3 clusters Score -4167648 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -4167659.000000 Penalty: 3398.459229
	Iteration 16Q: 3 clusters Score -4167659 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -4167656.750000 Penalty: 3398.459229
	Iteration 17Q: 3 clusters Score -4167657 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -4167638.000000 Penalty: 3398.459229
	Iteration 18Q: 3 clusters Score -4167638 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -4167644.500000 Penalty: 3398.459229
	Iteration 19Q: 3 clusters Score -4167644 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -4167631.500000 Penalty: 3398.459229
	Iteration 20F: 3 clusters Score -4167632 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -4167643.250000 Penalty: 3398.459229
	Iteration 21Q: 3 clusters Score -4167643 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -4167602.500000 Penalty: 3398.459229
	Iteration 22Q: 3 clusters Score -4167602 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -4167610.500000 Penalty: 3398.459229
	Iteration 23Q: 3 clusters Score -4167610 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -4167619.000000 Penalty: 3398.459229
	Iteration 24Q: 3 clusters Score -4167619 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -4167628.250000 Penalty: 3398.459229
	Iteration 25Q: 3 clusters Score -4167628 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -4167625.250000 Penalty: 3398.459229
	Iteration 26Q: 3 clusters Score -4167625 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -4167607.500000 Penalty: 3398.459229
	Iteration 27Q: 3 clusters Score -4167608 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -4167564.500000 Penalty: 3398.459229
	Iteration 28Q: 3 clusters Score -4167564 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -4167504.750000 Penalty: 3398.459229
	Iteration 29Q: 3 clusters Score -4167505 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -4167612.750000 Penalty: 3398.459229
	Iteration 30Q: 3 clusters Score -4167613 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -4167561.250000 Penalty: 3398.459229
	Iteration 31Q: 3 clusters Score -4167561 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -4167642.750000 Penalty: 3398.459229
	Iteration 32Q: 3 clusters Score -4167643 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -4167637.250000 Penalty: 3398.459229
	Iteration 33Q: 3 clusters Score -4167637 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 25188 members 
Entering Unmasked Estep 
Score: -4167615.750000 Penalty: 3398.459229
	Iteration 34Q: 3 clusters Score -4167616 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -4167598.500000 Penalty: 3398.459229
	Iteration 35Q: 3 clusters Score -4167598 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -4167436.750000 Penalty: 3398.459229
	Iteration 36Q: 3 clusters Score -4167437 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 26840 members 
Entering Unmasked Estep 
Score: -4167483.750000 Penalty: 3398.459229
	Iteration 37Q: 3 clusters Score -4167484 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -4167421.000000 Penalty: 3398.459229
	Iteration 38Q: 3 clusters Score -4167421 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -4167390.500000 Penalty: 3398.459229
	Iteration 39Q: 3 clusters Score -4167390 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 28535 members 
Entering Unmasked Estep 
Score: -4167303.000000 Penalty: 3398.459229
	Iteration 40F: 3 clusters Score -4167303 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -4167389.250000 Penalty: 3398.459229
	Iteration 41Q: 3 clusters Score -4167389 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 29449 members 
Entering Unmasked Estep 
Score: -4167466.750000 Penalty: 3398.459229
	Iteration 42Q: 3 clusters Score -4167467 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
Score: -4167489.000000 Penalty: 3398.459229
	Iteration 43Q: 3 clusters Score -4167489 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -4167453.750000 Penalty: 3398.459229
	Iteration 44Q: 3 clusters Score -4167454 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -4167503.500000 Penalty: 3398.459229
	Iteration 45Q: 3 clusters Score -4167504 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -4167474.250000 Penalty: 3398.459229
	Iteration 46Q: 3 clusters Score -4167474 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -4167455.750000 Penalty: 3398.459229
	Iteration 47Q: 3 clusters Score -4167456 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 30186 members 
Entering Unmasked Estep 
Score: -4167453.000000 Penalty: 3398.459229
	Iteration 48Q: 3 clusters Score -4167453 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 30261 members 
Entering Unmasked Estep 
Score: -4167467.250000 Penalty: 3398.459229
	Iteration 49Q: 3 clusters Score -4167467 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -4167457.000000 Penalty: 3398.459229
	Iteration 50Q: 3 clusters Score -4167457 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -4167474.250000 Penalty: 3398.459229
	Iteration 51Q: 3 clusters Score -4167474 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
Score: -4167469.750000 Penalty: 3398.459229
	Iteration 52Q: 3 clusters Score -4167470 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -4167469.750000 Penalty: 3398.459229
	Iteration 53Q: 3 clusters Score -4167470 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 30463 members 
Entering Unmasked Estep 
Score: -4167479.250000 Penalty: 3398.459229
	Iteration 54Q: 3 clusters Score -4167479 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -4167476.250000 Penalty: 3398.459229
	Iteration 55Q: 3 clusters Score -4167476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 30538 members 
Entering Unmasked Estep 
Score: -4167476.000000 Penalty: 3398.459229
	Iteration 56Q: 3 clusters Score -4167476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 30540 members 
Entering Unmasked Estep 
Score: -4167483.000000 Penalty: 3398.459229
	Iteration 57Q: 3 clusters Score -4167483 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 30593 members 
Entering Unmasked Estep 
Score: -4167476.000000 Penalty: 3398.459229
	Iteration 58Q: 3 clusters Score -4167476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -4167475.000000 Penalty: 3398.459229
	Iteration 59Q: 3 clusters Score -4167475 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 30614 members 
Entering Unmasked Estep 
Score: -4167462.500000 Penalty: 3398.459229
	Iteration 60F: 3 clusters Score -4167462 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -4167454.000000 Penalty: 3398.459229
	Iteration 61Q: 3 clusters Score -4167454 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -4167458.250000 Penalty: 3398.459229
	Iteration 62Q: 3 clusters Score -4167458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -4167470.000000 Penalty: 3398.459229
	Iteration 63Q: 3 clusters Score -4167470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -4167442.000000 Penalty: 3398.459229
	Iteration 64Q: 3 clusters Score -4167442 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 30615 members 
Entering Unmasked Estep 
Score: -4167444.000000 Penalty: 3398.459229
	Iteration 65Q: 3 clusters Score -4167444 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
Score: -4167458.250000 Penalty: 3398.459229
	Iteration 66Q: 3 clusters Score -4167458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 30695 members 
Entering Unmasked Estep 
Score: -4167457.000000 Penalty: 3398.459229
	Iteration 67Q: 3 clusters Score -4167457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 30701 members 
Entering Unmasked Estep 
Score: -4167428.750000 Penalty: 3398.459229
	Iteration 68Q: 3 clusters Score -4167429 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 30819 members 
Entering Unmasked Estep 
Score: -4167424.250000 Penalty: 3398.459229
	Iteration 69Q: 3 clusters Score -4167424 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -4167425.500000 Penalty: 3398.459229
	Iteration 70Q: 3 clusters Score -4167426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 30789 members 
Entering Unmasked Estep 
Score: -4167395.500000 Penalty: 3398.459229
	Iteration 71Q: 3 clusters Score -4167396 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 30948 members 
Entering Unmasked Estep 
Score: -4167341.500000 Penalty: 3398.459229
	Iteration 72Q: 3 clusters Score -4167342 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 31090 members 
Entering Unmasked Estep 
Score: -4167339.000000 Penalty: 3398.459229
	Iteration 73Q: 3 clusters Score -4167339 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -4167380.000000 Penalty: 3398.459229
	Iteration 74Q: 3 clusters Score -4167380 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 30932 members 
Entering Unmasked Estep 
Score: -4167367.250000 Penalty: 3398.459229
	Iteration 75Q: 3 clusters Score -4167367 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 30844 members 
Entering Unmasked Estep 
Score: -4167404.500000 Penalty: 3398.459229
	Iteration 76Q: 3 clusters Score -4167404 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 30866 members 
Entering Unmasked Estep 
Score: -4167390.500000 Penalty: 3398.459229
	Iteration 77Q: 3 clusters Score -4167390 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 30824 members 
Entering Unmasked Estep 
Score: -4167390.500000 Penalty: 3398.459229
	Iteration 78Q: 3 clusters Score -4167390 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -4167389.250000 Penalty: 3398.459229
	Iteration 79Q: 3 clusters Score -4167389 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 30980 members 
Entering Unmasked Estep 
Score: -4167390.000000 Penalty: 3398.459229
	Iteration 80F: 3 clusters Score -4167390 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -4167380.000000 Penalty: 3398.459229
	Iteration 81Q: 3 clusters Score -4167380 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 30947 members 
Entering Unmasked Estep 
Score: -4167384.750000 Penalty: 3398.459229
	Iteration 82Q: 3 clusters Score -4167385 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
Score: -4167381.000000 Penalty: 3398.459229
	Iteration 83Q: 3 clusters Score -4167381 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 30948 members 
Entering Unmasked Estep 
Score: -4167253.750000 Penalty: 3398.459229
	Iteration 84Q: 3 clusters Score -4167254 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 31233 members 
Entering Unmasked Estep 
Score: -4167310.750000 Penalty: 3398.459229
	Iteration 85Q: 3 clusters Score -4167311 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -4167317.500000 Penalty: 3398.459229
	Iteration 86Q: 3 clusters Score -4167318 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 31261 members 
Entering Unmasked Estep 
Score: -4167329.500000 Penalty: 3398.459229
	Iteration 87Q: 3 clusters Score -4167330 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 31204 members 
Entering Unmasked Estep 
Score: -4167337.000000 Penalty: 3398.459229
	Iteration 88Q: 3 clusters Score -4167337 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 31144 members 
Entering Unmasked Estep 
Score: -4167355.500000 Penalty: 3398.459229
	Iteration 89Q: 3 clusters Score -4167356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 31151 members 
Entering Unmasked Estep 
Score: -4167328.250000 Penalty: 3398.459229
	Iteration 90Q: 3 clusters Score -4167328 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 31116 members 
Entering Unmasked Estep 
Score: -4167343.000000 Penalty: 3398.459229
	Iteration 91Q: 3 clusters Score -4167343 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 31098 members 
Entering Unmasked Estep 
Score: -4167350.000000 Penalty: 3398.459229
	Iteration 92Q: 3 clusters Score -4167350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 31094 members 
Entering Unmasked Estep 
Score: -4167337.750000 Penalty: 3398.459229
	Iteration 93Q: 3 clusters Score -4167338 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 31062 members 
Entering Unmasked Estep 
Score: -4167380.000000 Penalty: 3398.459229
	Iteration 94Q: 3 clusters Score -4167380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 31075 members 
Entering Unmasked Estep 
Score: -4167370.000000 Penalty: 3398.459229
	Iteration 95Q: 3 clusters Score -4167370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 31072 members 
Entering Unmasked Estep 
Score: -4167368.250000 Penalty: 3398.459229
	Iteration 96Q: 3 clusters Score -4167368 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 31113 members 
Entering Unmasked Estep 
Score: -4167345.750000 Penalty: 3398.459229
	Iteration 97Q: 3 clusters Score -4167346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -4167346.250000 Penalty: 3398.459229
	Iteration 98Q: 3 clusters Score -4167346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 31106 members 
Entering Unmasked Estep 
Score: -4167296.750000 Penalty: 3398.459229
	Iteration 99Q: 3 clusters Score -4167297 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 31328 members 
Entering Unmasked Estep 
Score: -4167328.750000 Penalty: 3398.459229
	Iteration 100F: 3 clusters Score -4167329 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 31221 members 
Entering Unmasked Estep 
Score: -4167356.750000 Penalty: 3398.459229
	Iteration 101Q: 3 clusters Score -4167357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 31213 members 
Entering Unmasked Estep 
Score: -4167335.500000 Penalty: 3398.459229
	Iteration 102Q: 3 clusters Score -4167336 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 31139 members 
Entering Unmasked Estep 
Score: -4167349.000000 Penalty: 3398.459229
	Iteration 103Q: 3 clusters Score -4167349 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
Score: -4167338.000000 Penalty: 3398.459229
	Iteration 104Q: 3 clusters Score -4167338 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 31098 members 
Entering Unmasked Estep 
Score: -4167356.250000 Penalty: 3398.459229
	Iteration 105Q: 3 clusters Score -4167356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -4167350.000000 Penalty: 3398.459229
	Iteration 106Q: 3 clusters Score -4167350 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 31174 members 
Entering Unmasked Estep 
Score: -4167339.500000 Penalty: 3398.459229
	Iteration 107Q: 3 clusters Score -4167340 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -4167351.500000 Penalty: 3398.459229
	Iteration 108Q: 3 clusters Score -4167352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 31113 members 
Entering Unmasked Estep 
Score: -4167342.250000 Penalty: 3398.459229
	Iteration 109Q: 3 clusters Score -4167342 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 31089 members 
Entering Unmasked Estep 
Score: -4167371.250000 Penalty: 3398.459229
	Iteration 110Q: 3 clusters Score -4167371 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 31130 members 
Entering Unmasked Estep 
Score: -4167330.000000 Penalty: 3398.459229
	Iteration 111Q: 3 clusters Score -4167330 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 31094 members 
Entering Unmasked Estep 
Score: -4167356.250000 Penalty: 3398.459229
	Iteration 112Q: 3 clusters Score -4167356 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 31118 members 
Entering Unmasked Estep 
Score: -4167361.500000 Penalty: 3398.459229
	Iteration 113Q: 3 clusters Score -4167362 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -4167353.750000 Penalty: 3398.459229
	Iteration 114Q: 3 clusters Score -4167354 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 31236 members 
Entering Unmasked Estep 
Score: -4167343.500000 Penalty: 3398.459229
	Iteration 115Q: 3 clusters Score -4167344 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -4167317.750000 Penalty: 3398.459229
	Iteration 116Q: 3 clusters Score -4167318 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 31306 members 
Entering Unmasked Estep 
Score: -4167329.000000 Penalty: 3398.459229
	Iteration 117Q: 3 clusters Score -4167329 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
Score: -4167309.000000 Penalty: 3398.459229
	Iteration 118Q: 3 clusters Score -4167309 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 31309 members 
Entering Unmasked Estep 
Score: -4167293.750000 Penalty: 3398.459229
	Iteration 119Q: 3 clusters Score -4167294 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 31229 members 
Entering Unmasked Estep 
Score: -4167314.250000 Penalty: 3398.459229
	Iteration 120F: 3 clusters Score -4167314 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 31332 members 
Entering Unmasked Estep 
Score: -4167309.000000 Penalty: 3398.459229
	Iteration 121Q: 3 clusters Score -4167309 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 31377 members 
Entering Unmasked Estep 
Score: -4167291.750000 Penalty: 3398.459229
	Iteration 122Q: 3 clusters Score -4167292 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
Score: -4167289.250000 Penalty: 3398.459229
	Iteration 123Q: 3 clusters Score -4167289 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -4167292.750000 Penalty: 3398.459229
	Iteration 124Q: 3 clusters Score -4167293 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -4167255.500000 Penalty: 3398.459229
	Iteration 125Q: 3 clusters Score -4167256 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 31420 members 
Entering Unmasked Estep 
Score: -4167264.250000 Penalty: 3398.459229
	Iteration 126Q: 3 clusters Score -4167264 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -4167247.500000 Penalty: 3398.459229
	Iteration 127Q: 3 clusters Score -4167248 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 31519 members 
Entering Unmasked Estep 
Score: -4167192.500000 Penalty: 3398.459229
	Iteration 128Q: 3 clusters Score -4167192 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
Score: -4167039.000000 Penalty: 3398.459229
	Iteration 129Q: 3 clusters Score -4167039 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 31817 members 
Entering Unmasked Estep 
Score: -4166892.750000 Penalty: 3398.459229
	Iteration 130Q: 3 clusters Score -4166893 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 31906 members 
Entering Unmasked Estep 
Score: -4166833.750000 Penalty: 3398.459229
	Iteration 131Q: 3 clusters Score -4166834 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 32033 members 
Entering Unmasked Estep 
Score: -4166706.000000 Penalty: 3398.459229
	Iteration 132Q: 3 clusters Score -4166706 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 32191 members 
Entering Unmasked Estep 
Score: -4166744.750000 Penalty: 3398.459229
	Iteration 133Q: 3 clusters Score -4166745 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 32496 members 
Entering Unmasked Estep 
Score: -4166806.750000 Penalty: 3398.459229
	Iteration 134Q: 3 clusters Score -4166807 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 32819 members 
Entering Unmasked Estep 
Score: -4166879.250000 Penalty: 3398.459229
	Iteration 135Q: 3 clusters Score -4166879 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
Score: -4167079.250000 Penalty: 3398.459229
	Iteration 136Q: 3 clusters Score -4167079 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 33441 members 
Entering Unmasked Estep 
Score: -4167265.750000 Penalty: 3398.459229
	Iteration 137Q: 3 clusters Score -4167266 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -4167377.000000 Penalty: 3398.459229
	Iteration 138Q: 3 clusters Score -4167377 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 33842 members 
Entering Unmasked Estep 
Score: -4167467.500000 Penalty: 3398.459229
	Iteration 139Q: 3 clusters Score -4167468 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 33970 members 
Entering Unmasked Estep 
Score: -4167527.250000 Penalty: 3398.459229
	Iteration 140F: 3 clusters Score -4167527 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 34063 members 
Entering Unmasked Estep 
Score: -4167566.500000 Penalty: 3398.459229
	Iteration 141Q: 3 clusters Score -4167566 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 34146 members 
Entering Unmasked Estep 
Score: -4167622.250000 Penalty: 3398.459229
	Iteration 142Q: 3 clusters Score -4167622 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 34207 members 
Entering Unmasked Estep 
Score: -4167651.750000 Penalty: 3398.459229
	Iteration 143Q: 3 clusters Score -4167652 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -4167679.000000 Penalty: 3398.459229
	Iteration 144Q: 3 clusters Score -4167679 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 34296 members 
Entering Unmasked Estep 
Score: -4167708.500000 Penalty: 3398.459229
	Iteration 145Q: 3 clusters Score -4167708 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 34321 members 
Entering Unmasked Estep 
Score: -4167715.000000 Penalty: 3398.459229
	Iteration 146Q: 3 clusters Score -4167715 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 34341 members 
Entering Unmasked Estep 
Score: -4167714.250000 Penalty: 3398.459229
	Iteration 147Q: 3 clusters Score -4167714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 34351 members 
Entering Unmasked Estep 
Score: -4167728.250000 Penalty: 3398.459229
	Iteration 148Q: 3 clusters Score -4167728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 34360 members 
Entering Unmasked Estep 
Score: -4167738.000000 Penalty: 3398.459229
	Iteration 149Q: 3 clusters Score -4167738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 34367 members 
Entering Unmasked Estep 
Score: -4167749.250000 Penalty: 3398.459229
	Iteration 150Q: 3 clusters Score -4167749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 34374 members 
Entering Unmasked Estep 
Score: -4167748.250000 Penalty: 3398.459229
	Iteration 151Q: 3 clusters Score -4167748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 34377 members 
Entering Unmasked Estep 
Score: -4167752.250000 Penalty: 3398.459229
	Iteration 152Q: 3 clusters Score -4167752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 34384 members 
Entering Unmasked Estep 
Score: -4167755.750000 Penalty: 3398.459229
	Iteration 153Q: 3 clusters Score -4167756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -4167754.500000 Penalty: 3398.459229
	Iteration 154Q: 3 clusters Score -4167754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 34389 members 
Entering Unmasked Estep 
Score: -4167754.000000 Penalty: 3398.459229
	Iteration 155Q: 3 clusters Score -4167754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 34392 members 
Entering Unmasked Estep 
Score: -4167747.500000 Penalty: 3398.459229
	Iteration 156Q: 3 clusters Score -4167748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 34392 members 
Entering Unmasked Estep 
Score: -4167747.500000 Penalty: 3398.459229
	Iteration 157F: 3 clusters Score -4167748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (48553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48553 members 
Entering Unmasked Estep 
Score: -5804486.000000 Penalty: 1753.441772
	Iteration 0F: 2 clusters Score -5804486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 24170 members 
Entering Unmasked Estep 
Score: -5772499.500000 Penalty: 3506.883545
	Iteration 0F: 3 clusters Score -5772500 nChanged 22599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -5785202.000000 Penalty: 3506.883545
	Iteration 1F: 3 clusters Score -5785202 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -5785867.500000 Penalty: 3506.883545
	Iteration 2Q: 3 clusters Score -5785868 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -5786796.500000 Penalty: 3506.883545
	Iteration 3Q: 3 clusters Score -5786796 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32238 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -5788136.000000 Penalty: 3506.883545
	Iteration 4F: 3 clusters Score -5788136 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35625 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -5790576.000000 Penalty: 3506.883545
	Iteration 5F: 3 clusters Score -5790576 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39657 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -5794072.000000 Penalty: 3506.883545
	Iteration 6F: 3 clusters Score -5794072 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43675 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -5798260.500000 Penalty: 3506.883545
	Iteration 7F: 3 clusters Score -5798260 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46550 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -5800980.000000 Penalty: 3506.883545
	Iteration 8F: 3 clusters Score -5800980 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47885 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -5802274.500000 Penalty: 3506.883545
	Iteration 9Q: 3 clusters Score -5802274 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48291 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5802690.000000 Penalty: 3506.883545
	Iteration 10Q: 3 clusters Score -5802690 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48375 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -5802763.500000 Penalty: 3506.883545
	Iteration 11Q: 3 clusters Score -5802764 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48396 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -5802828.000000 Penalty: 3506.883545
	Iteration 12Q: 3 clusters Score -5802828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48404 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -5802856.000000 Penalty: 3506.883545
	Iteration 13Q: 3 clusters Score -5802856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48405 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -5802858.500000 Penalty: 3506.883545
	Iteration 14Q: 3 clusters Score -5802858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48409 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -5802875.000000 Penalty: 3506.883545
	Iteration 15Q: 3 clusters Score -5802875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48415 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -5802887.500000 Penalty: 3506.883545
	Iteration 16Q: 3 clusters Score -5802888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48418 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -5802887.000000 Penalty: 3506.883545
	Iteration 17Q: 3 clusters Score -5802887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48418 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -5802887.000000 Penalty: 3506.883545
	Iteration 18F: 3 clusters Score -5802887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 61 (4960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Entering Unmasked Estep 
Score: -580182.062500 Penalty: 1382.738647
	Iteration 0F: 2 clusters Score -580182.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -576205.625000 Penalty: 2765.477295
	Iteration 0F: 3 clusters Score -576205.6 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -577241.375000 Penalty: 2765.477295
	Iteration 1F: 3 clusters Score -577241.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -577440.625000 Penalty: 2765.477295
	Iteration 2F: 3 clusters Score -577440.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -577681.812500 Penalty: 2765.477295
	Iteration 3F: 3 clusters Score -577681.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -577916.312500 Penalty: 2765.477295
	Iteration 4F: 3 clusters Score -577916.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -578161.250000 Penalty: 2765.477295
	Iteration 5F: 3 clusters Score -578161.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -578366.500000 Penalty: 2765.477295
	Iteration 6F: 3 clusters Score -578366.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -578551.250000 Penalty: 2765.477295
	Iteration 7F: 3 clusters Score -578551.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -578724.750000 Penalty: 2765.477295
	Iteration 8Q: 3 clusters Score -578724.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -578920.250000 Penalty: 2765.477295
	Iteration 9Q: 3 clusters Score -578920.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -579102.375000 Penalty: 2765.477295
	Iteration 10Q: 3 clusters Score -579102.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -579222.687500 Penalty: 2765.477295
	Iteration 11Q: 3 clusters Score -579222.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -579297.000000 Penalty: 2765.477295
	Iteration 12Q: 3 clusters Score -579297 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -579346.062500 Penalty: 2765.477295
	Iteration 13Q: 3 clusters Score -579346.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -579387.875000 Penalty: 2765.477295
	Iteration 14Q: 3 clusters Score -579387.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -579422.500000 Penalty: 2765.477295
	Iteration 15Q: 3 clusters Score -579422.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -579438.125000 Penalty: 2765.477295
	Iteration 16Q: 3 clusters Score -579438.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -579444.500000 Penalty: 2765.477295
	Iteration 17Q: 3 clusters Score -579444.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -579451.187500 Penalty: 2765.477295
	Iteration 18Q: 3 clusters Score -579451.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -579456.187500 Penalty: 2765.477295
	Iteration 19Q: 3 clusters Score -579456.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -579458.312500 Penalty: 2765.477295
	Iteration 20F: 3 clusters Score -579458.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -579460.812500 Penalty: 2765.477295
	Iteration 21Q: 3 clusters Score -579460.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -579463.500000 Penalty: 2765.477295
	Iteration 22Q: 3 clusters Score -579463.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -579464.625000 Penalty: 2765.477295
	Iteration 23Q: 3 clusters Score -579464.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -579464.812500 Penalty: 2765.477295
	Iteration 24Q: 3 clusters Score -579464.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -579466.125000 Penalty: 2765.477295
	Iteration 25Q: 3 clusters Score -579466.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -579466.000000 Penalty: 2765.477295
	Iteration 26Q: 3 clusters Score -579466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -579466.000000 Penalty: 2765.477295
	Iteration 27F: 3 clusters Score -579466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 62 (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: -10731.065430 Penalty: 859.343384
	Iteration 0F: 2 clusters Score -10731.07 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 99 members 
Entering Unmasked Estep 
Score: -10046.255859 Penalty: 1718.686768
	Iteration 0F: 3 clusters Score -10046.26 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10177.125977 Penalty: 1718.686768
	Iteration 1F: 3 clusters Score -10177.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -10312.264648 Penalty: 1718.686768
	Iteration 2F: 3 clusters Score -10312.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10403.171875 Penalty: 1718.686768
	Iteration 3F: 3 clusters Score -10403.17 nChanged 7
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: -10479.197266 Penalty: 1718.686768
	Iteration 4Q: 3 clusters Score -10479.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -10559.249023 Penalty: 1718.686768
	Iteration 5F: 3 clusters Score -10559.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -10615.855469 Penalty: 1718.686768
	Iteration 6Q: 3 clusters Score -10615.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10648.549805 Penalty: 1718.686768
	Iteration 7Q: 3 clusters Score -10648.55 nChanged 3
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: -10663.622070 Penalty: 1718.686768
	Iteration 8Q: 3 clusters Score -10663.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10695.126953 Penalty: 1718.686768
	Iteration 9Q: 3 clusters Score -10695.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10695.126953 Penalty: 1718.686768
	Iteration 10F: 3 clusters Score -10695.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 33753 members 
Mstep: Class 4 contains 632 members 
Mstep: Class 5 contains 33972 members 
Mstep: Class 6 contains 74549 members 
Mstep: Class 7 contains 8170 members 
Mstep: Class 8 contains 36233 members 
Mstep: Class 9 contains 31934 members 
Mstep: Class 10 contains 16154 members 
Mstep: Class 11 contains 8356 members 
Mstep: Class 12 contains 53831 members 
Mstep: Class 13 contains 4085 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 9772 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 54199 members 
Mstep: Class 20 contains 55305 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 38349 members 
Mstep: Class 23 contains 9627 members 
Mstep: Class 24 contains 14073 members 
Mstep: Class 25 contains 82697 members 
Mstep: Class 26 contains 25009 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 806 members 
Mstep: Class 29 contains 2562 members 
Mstep: Class 30 contains 8709 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 224 members 
Mstep: Class 33 contains 52369 members 
Mstep: Class 34 contains 1336 members 
Mstep: Class 35 contains 448 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 51332 members 
Mstep: Class 38 contains 12833 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 11009 members 
Mstep: Class 41 contains 43792 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 188 members 
Mstep: Class 44 contains 53833 members 
Mstep: Class 45 contains 191990 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 45912 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 6654 members 
Mstep: Class 50 contains 91127 members 
Mstep: Class 51 contains 772 members 
Mstep: Class 52 contains 49816 members 
Mstep: Class 53 contains 99016 members 
Mstep: Class 54 contains 29258 members 
Mstep: Class 56 contains 39467 members 
Mstep: Class 57 contains 41096 members 
Mstep: Class 58 contains 34780 members 
Mstep: Class 59 contains 48553 members 
Mstep: Class 61 contains 4960 members 
Mstep: Class 62 contains 198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194761360.000000 Penalty: 144672.062500
Iteration 479Q: 63 clusters Score -1.947614e+08 nChanged 12360
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 33765 members 
Mstep: Class 4 contains 632 members 
Mstep: Class 5 contains 34086 members 
Mstep: Class 6 contains 74553 members 
Mstep: Class 7 contains 8140 members 
Mstep: Class 8 contains 36252 members 
Mstep: Class 9 contains 31937 members 
Mstep: Class 10 contains 16156 members 
Mstep: Class 11 contains 8301 members 
Mstep: Class 12 contains 53793 members 
Mstep: Class 13 contains 4083 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 9499 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 56339 members 
Mstep: Class 20 contains 56625 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 38348 members 
Mstep: Class 23 contains 9694 members 
Mstep: Class 24 contains 14004 members 
Mstep: Class 25 contains 82264 members 
Mstep: Class 26 contains 24992 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 806 members 
Mstep: Class 29 contains 2562 members 
Mstep: Class 30 contains 8541 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 224 members 
Mstep: Class 33 contains 52150 members 
Mstep: Class 34 contains 1340 members 
Mstep: Class 35 contains 448 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 51060 members 
Mstep: Class 38 contains 12832 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 11023 members 
Mstep: Class 41 contains 42896 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 188 members 
Mstep: Class 44 contains 53873 members 
Mstep: Class 45 contains 191993 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 45805 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 6521 members 
Mstep: Class 50 contains 91900 members 
Mstep: Class 51 contains 772 members 
Mstep: Class 52 contains 51254 members 
Mstep: Class 53 contains 99302 members 
Mstep: Class 54 contains 29364 members 
Mstep: Class 55 contains 91242 members 
Mstep: Class 56 contains 39499 members 
Mstep: Class 57 contains 40581 members 
Mstep: Class 58 contains 35267 members 
Mstep: Class 59 contains 47071 members 
Mstep: Class 60 contains 92201 members 
Mstep: Class 61 contains 4971 members 
Mstep: Class 62 contains 198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194764448.000000 Penalty: 144672.062500
Iteration 480F: 63 clusters Score -1.947644e+08 nChanged 14250
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 33885 members 
Mstep: Class 4 contains 632 members 
Mstep: Class 5 contains 33979 members 
Mstep: Class 6 contains 74553 members 
Mstep: Class 7 contains 8093 members 
Mstep: Class 8 contains 36223 members 
Mstep: Class 9 contains 31948 members 
Mstep: Class 10 contains 16156 members 
Mstep: Class 11 contains 8228 members 
Mstep: Class 12 contains 53440 members 
Mstep: Class 13 contains 4080 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1912 members 
Mstep: Class 16 contains 9329 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 57995 members 
Mstep: Class 20 contains 57895 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 38187 members 
Mstep: Class 23 contains 9717 members 
Mstep: Class 24 contains 13938 members 
Mstep: Class 25 contains 81218 members 
Mstep: Class 26 contains 24968 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 806 members 
Mstep: Class 29 contains 2562 members 
Mstep: Class 30 contains 8804 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 224 members 
Mstep: Class 33 contains 51888 members 
Mstep: Class 34 contains 1339 members 
Mstep: Class 35 contains 448 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 50444 members 
Mstep: Class 38 contains 12832 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 11034 members 
Mstep: Class 41 contains 42076 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 187 members 
Mstep: Class 44 contains 53949 members 
Mstep: Class 45 contains 191990 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 45631 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 6162 members 
Mstep: Class 50 contains 92854 members 
Mstep: Class 51 contains 772 members 
Mstep: Class 52 contains 52107 members 
Mstep: Class 53 contains 99894 members 
Mstep: Class 54 contains 29447 members 
Mstep: Class 55 contains 93660 members 
Mstep: Class 56 contains 39430 members 
Mstep: Class 57 contains 40062 members 
Mstep: Class 58 contains 34381 members 
Mstep: Class 59 contains 44890 members 
Mstep: Class 60 contains 91918 members 
Mstep: Class 61 contains 4988 members 
Mstep: Class 62 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194764112.000000 Penalty: 144672.062500
Iteration 481Q: 63 clusters Score -1.947641e+08 nChanged 12456
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 33962 members 
Mstep: Class 4 contains 632 members 
Mstep: Class 5 contains 33886 members 
Mstep: Class 6 contains 74561 members 
Mstep: Class 7 contains 8044 members 
Mstep: Class 8 contains 36215 members 
Mstep: Class 9 contains 31957 members 
Mstep: Class 10 contains 16154 members 
Mstep: Class 11 contains 8206 members 
Mstep: Class 12 contains 53201 members 
Mstep: Class 13 contains 4079 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1913 members 
Mstep: Class 16 contains 9287 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 59645 members 
Mstep: Class 20 contains 59562 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 38069 members 
Mstep: Class 23 contains 9738 members 
Mstep: Class 24 contains 13912 members 
Mstep: Class 25 contains 80553 members 
Mstep: Class 26 contains 24929 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 806 members 
Mstep: Class 29 contains 2562 members 
Mstep: Class 30 contains 8789 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 224 members 
Mstep: Class 33 contains 51715 members 
Mstep: Class 34 contains 1338 members 
Mstep: Class 35 contains 448 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 49866 members 
Mstep: Class 38 contains 12833 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 11043 members 
Mstep: Class 41 contains 41155 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 187 members 
Mstep: Class 44 contains 54056 members 
Mstep: Class 45 contains 191968 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 45402 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 6181 members 
Mstep: Class 50 contains 93964 members 
Mstep: Class 51 contains 772 members 
Mstep: Class 52 contains 52618 members 
Mstep: Class 53 contains 100356 members 
Mstep: Class 54 contains 29537 members 
Mstep: Class 55 contains 95707 members 
Mstep: Class 56 contains 39411 members 
Mstep: Class 57 contains 39427 members 
Mstep: Class 58 contains 33223 members 
Mstep: Class 59 contains 43000 members 
Mstep: Class 60 contains 91096 members 
Mstep: Class 61 contains 5004 members 
Mstep: Class 62 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194763104.000000 Penalty: 144672.062500
Iteration 482Q: 63 clusters Score -1.947631e+08 nChanged 12045
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 33900 members 
Mstep: Class 4 contains 632 members 
Mstep: Class 5 contains 33828 members 
Mstep: Class 6 contains 74573 members 
Mstep: Class 7 contains 8004 members 
Mstep: Class 8 contains 36205 members 
Mstep: Class 9 contains 31961 members 
Mstep: Class 10 contains 16156 members 
Mstep: Class 11 contains 8201 members 
Mstep: Class 12 contains 52997 members 
Mstep: Class 13 contains 4079 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1913 members 
Mstep: Class 16 contains 9137 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 60845 members 
Mstep: Class 20 contains 61229 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37971 members 
Mstep: Class 23 contains 9753 members 
Mstep: Class 24 contains 13865 members 
Mstep: Class 25 contains 80123 members 
Mstep: Class 26 contains 24896 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 806 members 
Mstep: Class 29 contains 2562 members 
Mstep: Class 30 contains 9243 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 224 members 
Mstep: Class 33 contains 51586 members 
Mstep: Class 34 contains 1339 members 
Mstep: Class 35 contains 448 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 49351 members 
Mstep: Class 38 contains 12834 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 11055 members 
Mstep: Class 41 contains 40337 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 187 members 
Mstep: Class 44 contains 54153 members 
Mstep: Class 45 contains 191957 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 45334 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 6030 members 
Mstep: Class 50 contains 94994 members 
Mstep: Class 51 contains 771 members 
Mstep: Class 52 contains 52915 members 
Mstep: Class 53 contains 100591 members 
Mstep: Class 54 contains 29620 members 
Mstep: Class 55 contains 97827 members 
Mstep: Class 56 contains 39375 members 
Mstep: Class 57 contains 39143 members 
Mstep: Class 58 contains 31756 members 
Mstep: Class 59 contains 41437 members 
Mstep: Class 60 contains 90030 members 
Mstep: Class 61 contains 5016 members 
Mstep: Class 62 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194762736.000000 Penalty: 144672.062500
Iteration 483Q: 63 clusters Score -1.947627e+08 nChanged 11948
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 34027 members 
Mstep: Class 4 contains 632 members 
Mstep: Class 5 contains 33794 members 
Mstep: Class 6 contains 74584 members 
Mstep: Class 7 contains 7973 members 
Mstep: Class 8 contains 36201 members 
Mstep: Class 9 contains 31961 members 
Mstep: Class 10 contains 16156 members 
Mstep: Class 11 contains 8196 members 
Mstep: Class 12 contains 52805 members 
Mstep: Class 13 contains 4079 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1913 members 
Mstep: Class 16 contains 8833 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 61820 members 
Mstep: Class 20 contains 63536 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37895 members 
Mstep: Class 23 contains 9759 members 
Mstep: Class 24 contains 13821 members 
Mstep: Class 25 contains 79805 members 
Mstep: Class 26 contains 24865 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 806 members 
Mstep: Class 29 contains 2561 members 
Mstep: Class 30 contains 9650 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 224 members 
Mstep: Class 33 contains 51395 members 
Mstep: Class 34 contains 1338 members 
Mstep: Class 35 contains 448 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 48947 members 
Mstep: Class 38 contains 12835 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 11061 members 
Mstep: Class 41 contains 39676 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 187 members 
Mstep: Class 44 contains 54242 members 
Mstep: Class 45 contains 191953 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 45197 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 5808 members 
Mstep: Class 50 contains 95988 members 
Mstep: Class 51 contains 771 members 
Mstep: Class 52 contains 52806 members 
Mstep: Class 53 contains 100792 members 
Mstep: Class 54 contains 29691 members 
Mstep: Class 55 contains 99783 members 
Mstep: Class 56 contains 39323 members 
Mstep: Class 57 contains 38891 members 
Mstep: Class 58 contains 30379 members 
Mstep: Class 59 contains 40036 members 
Mstep: Class 60 contains 88708 members 
Mstep: Class 61 contains 5034 members 
Mstep: Class 62 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194762848.000000 Penalty: 144672.062500
Iteration 484Q: 63 clusters Score -1.947628e+08 nChanged 13505
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 34063 members 
Mstep: Class 4 contains 632 members 
Mstep: Class 5 contains 33764 members 
Mstep: Class 6 contains 74599 members 
Mstep: Class 7 contains 7934 members 
Mstep: Class 8 contains 36187 members 
Mstep: Class 9 contains 31969 members 
Mstep: Class 10 contains 16157 members 
Mstep: Class 11 contains 8188 members 
Mstep: Class 12 contains 52663 members 
Mstep: Class 13 contains 4079 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 8712 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 62639 members 
Mstep: Class 20 contains 66499 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37845 members 
Mstep: Class 23 contains 9762 members 
Mstep: Class 24 contains 13775 members 
Mstep: Class 25 contains 79557 members 
Mstep: Class 26 contains 24827 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 806 members 
Mstep: Class 29 contains 2562 members 
Mstep: Class 30 contains 10327 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 224 members 
Mstep: Class 33 contains 51251 members 
Mstep: Class 34 contains 1339 members 
Mstep: Class 35 contains 448 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 48647 members 
Mstep: Class 38 contains 12838 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 11065 members 
Mstep: Class 41 contains 38767 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 187 members 
Mstep: Class 44 contains 54286 members 
Mstep: Class 45 contains 191939 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 44894 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 5733 members 
Mstep: Class 50 contains 96960 members 
Mstep: Class 51 contains 771 members 
Mstep: Class 52 contains 52231 members 
Mstep: Class 53 contains 100816 members 
Mstep: Class 54 contains 29779 members 
Mstep: Class 55 contains 101639 members 
Mstep: Class 56 contains 39301 members 
Mstep: Class 57 contains 38716 members 
Mstep: Class 58 contains 29249 members 
Mstep: Class 59 contains 38596 members 
Mstep: Class 60 contains 86992 members 
Mstep: Class 61 contains 5047 members 
Mstep: Class 62 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194760784.000000 Penalty: 144672.062500
Iteration 485Q: 63 clusters Score -1.947608e+08 nChanged 15019
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 34104 members 
Mstep: Class 4 contains 632 members 
Mstep: Class 5 contains 33736 members 
Mstep: Class 6 contains 74605 members 
Mstep: Class 7 contains 7910 members 
Mstep: Class 8 contains 36180 members 
Mstep: Class 9 contains 31970 members 
Mstep: Class 10 contains 16158 members 
Mstep: Class 11 contains 8178 members 
Mstep: Class 12 contains 52520 members 
Mstep: Class 13 contains 4080 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1914 members 
Mstep: Class 16 contains 8581 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 63655 members 
Mstep: Class 20 contains 70790 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37789 members 
Mstep: Class 23 contains 9755 members 
Mstep: Class 24 contains 13731 members 
Mstep: Class 25 contains 79397 members 
Mstep: Class 26 contains 24798 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 806 members 
Mstep: Class 29 contains 2562 members 
Mstep: Class 30 contains 10634 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 224 members 
Mstep: Class 33 contains 51037 members 
Mstep: Class 34 contains 1338 members 
Mstep: Class 35 contains 448 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 48389 members 
Mstep: Class 38 contains 12841 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 11071 members 
Mstep: Class 41 contains 37894 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 187 members 
Mstep: Class 44 contains 54291 members 
Mstep: Class 45 contains 191931 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 44726 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 5909 members 
Mstep: Class 50 contains 97890 members 
Mstep: Class 51 contains 771 members 
Mstep: Class 52 contains 50847 members 
Mstep: Class 53 contains 100827 members 
Mstep: Class 54 contains 29897 members 
Mstep: Class 55 contains 103613 members 
Mstep: Class 56 contains 39314 members 
Mstep: Class 57 contains 38367 members 
Mstep: Class 58 contains 27808 members 
Mstep: Class 59 contains 37286 members 
Mstep: Class 60 contains 84706 members 
Mstep: Class 61 contains 5051 members 
Mstep: Class 62 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194760144.000000 Penalty: 144672.062500
Iteration 486Q: 63 clusters Score -1.947601e+08 nChanged 16766
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 34085 members 
Mstep: Class 4 contains 632 members 
Mstep: Class 5 contains 33712 members 
Mstep: Class 6 contains 74618 members 
Mstep: Class 7 contains 7886 members 
Mstep: Class 8 contains 36169 members 
Mstep: Class 9 contains 31967 members 
Mstep: Class 10 contains 16161 members 
Mstep: Class 11 contains 8173 members 
Mstep: Class 12 contains 52420 members 
Mstep: Class 13 contains 4079 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 8489 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 64797 members 
Mstep: Class 20 contains 76019 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37751 members 
Mstep: Class 23 contains 9755 members 
Mstep: Class 24 contains 13669 members 
Mstep: Class 25 contains 79285 members 
Mstep: Class 26 contains 24769 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 806 members 
Mstep: Class 29 contains 2561 members 
Mstep: Class 30 contains 11208 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 224 members 
Mstep: Class 33 contains 50865 members 
Mstep: Class 34 contains 1338 members 
Mstep: Class 35 contains 448 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 48137 members 
Mstep: Class 38 contains 12846 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 11078 members 
Mstep: Class 41 contains 37226 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 187 members 
Mstep: Class 44 contains 54267 members 
Mstep: Class 45 contains 191920 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 44411 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 5919 members 
Mstep: Class 50 contains 98700 members 
Mstep: Class 51 contains 771 members 
Mstep: Class 52 contains 48634 members 
Mstep: Class 53 contains 100860 members 
Mstep: Class 54 contains 30031 members 
Mstep: Class 55 contains 105317 members 
Mstep: Class 56 contains 39352 members 
Mstep: Class 57 contains 38180 members 
Mstep: Class 58 contains 26494 members 
Mstep: Class 59 contains 35906 members 
Mstep: Class 60 contains 82011 members 
Mstep: Class 61 contains 5057 members 
Mstep: Class 62 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194759312.000000 Penalty: 144672.062500
Iteration 487Q: 63 clusters Score -1.947593e+08 nChanged 19901
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 33971 members 
Mstep: Class 4 contains 632 members 
Mstep: Class 5 contains 33698 members 
Mstep: Class 6 contains 74625 members 
Mstep: Class 7 contains 7868 members 
Mstep: Class 8 contains 36161 members 
Mstep: Class 9 contains 31963 members 
Mstep: Class 10 contains 16164 members 
Mstep: Class 11 contains 8169 members 
Mstep: Class 12 contains 52345 members 
Mstep: Class 13 contains 4080 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1916 members 
Mstep: Class 16 contains 8330 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 65823 members 
Mstep: Class 20 contains 82531 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37743 members 
Mstep: Class 23 contains 9746 members 
Mstep: Class 24 contains 13620 members 
Mstep: Class 25 contains 79152 members 
Mstep: Class 26 contains 24751 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 806 members 
Mstep: Class 29 contains 2560 members 
Mstep: Class 30 contains 12310 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 224 members 
Mstep: Class 33 contains 50729 members 
Mstep: Class 34 contains 1338 members 
Mstep: Class 35 contains 448 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 47927 members 
Mstep: Class 38 contains 12848 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 11082 members 
Mstep: Class 41 contains 36649 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 187 members 
Mstep: Class 44 contains 54163 members 
Mstep: Class 45 contains 191904 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 44223 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 6075 members 
Mstep: Class 50 contains 99482 members 
Mstep: Class 51 contains 771 members 
Mstep: Class 52 contains 45011 members 
Mstep: Class 53 contains 100902 members 
Mstep: Class 54 contains 30192 members 
Mstep: Class 55 contains 107118 members 
Mstep: Class 56 contains 39424 members 
Mstep: Class 57 contains 37854 members 
Mstep: Class 58 contains 25126 members 
Mstep: Class 59 contains 34284 members 
Mstep: Class 60 contains 79104 members 
Mstep: Class 61 contains 5063 members 
Mstep: Class 62 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194758240.000000 Penalty: 144672.062500
Iteration 488Q: 63 clusters Score -1.947582e+08 nChanged 18206
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 33912 members 
Mstep: Class 4 contains 632 members 
Mstep: Class 5 contains 33681 members 
Mstep: Class 6 contains 74629 members 
Mstep: Class 7 contains 7851 members 
Mstep: Class 8 contains 36163 members 
Mstep: Class 9 contains 31963 members 
Mstep: Class 10 contains 16163 members 
Mstep: Class 11 contains 8177 members 
Mstep: Class 12 contains 52287 members 
Mstep: Class 13 contains 4081 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1917 members 
Mstep: Class 16 contains 8164 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 66868 members 
Mstep: Class 20 contains 88693 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37760 members 
Mstep: Class 23 contains 9751 members 
Mstep: Class 24 contains 13586 members 
Mstep: Class 25 contains 79095 members 
Mstep: Class 26 contains 24742 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 806 members 
Mstep: Class 29 contains 2560 members 
Mstep: Class 30 contains 13032 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 224 members 
Mstep: Class 33 contains 50608 members 
Mstep: Class 34 contains 1339 members 
Mstep: Class 35 contains 448 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 47803 members 
Mstep: Class 38 contains 12848 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 11083 members 
Mstep: Class 41 contains 36383 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 187 members 
Mstep: Class 44 contains 54051 members 
Mstep: Class 45 contains 191889 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 43960 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 6016 members 
Mstep: Class 50 contains 100310 members 
Mstep: Class 51 contains 771 members 
Mstep: Class 52 contains 41715 members 
Mstep: Class 53 contains 100757 members 
Mstep: Class 54 contains 30343 members 
Mstep: Class 55 contains 108664 members 
Mstep: Class 56 contains 39504 members 
Mstep: Class 57 contains 37688 members 
Mstep: Class 58 contains 23995 members 
Mstep: Class 59 contains 33053 members 
Mstep: Class 60 contains 75840 members 
Mstep: Class 61 contains 5066 members 
Mstep: Class 62 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194758080.000000 Penalty: 144672.062500
Iteration 489Q: 63 clusters Score -1.947581e+08 nChanged 12840
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 33824 members 
Mstep: Class 4 contains 632 members 
Mstep: Class 5 contains 33673 members 
Mstep: Class 6 contains 74636 members 
Mstep: Class 7 contains 7835 members 
Mstep: Class 8 contains 36158 members 
Mstep: Class 9 contains 31963 members 
Mstep: Class 10 contains 16165 members 
Mstep: Class 11 contains 8182 members 
Mstep: Class 12 contains 52248 members 
Mstep: Class 13 contains 4081 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 7993 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 67490 members 
Mstep: Class 20 contains 91615 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37780 members 
Mstep: Class 23 contains 9744 members 
Mstep: Class 24 contains 13548 members 
Mstep: Class 25 contains 79177 members 
Mstep: Class 26 contains 24725 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 806 members 
Mstep: Class 29 contains 2560 members 
Mstep: Class 30 contains 13071 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 224 members 
Mstep: Class 33 contains 50502 members 
Mstep: Class 34 contains 1339 members 
Mstep: Class 35 contains 448 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 47709 members 
Mstep: Class 38 contains 12847 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 11087 members 
Mstep: Class 41 contains 36574 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 187 members 
Mstep: Class 44 contains 53960 members 
Mstep: Class 45 contains 191875 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 43670 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 6344 members 
Mstep: Class 50 contains 101011 members 
Mstep: Class 51 contains 771 members 
Mstep: Class 52 contains 39070 members 
Mstep: Class 53 contains 100676 members 
Mstep: Class 54 contains 30484 members 
Mstep: Class 55 contains 110404 members 
Mstep: Class 56 contains 39540 members 
Mstep: Class 57 contains 37328 members 
Mstep: Class 58 contains 23023 members 
Mstep: Class 59 contains 32010 members 
Mstep: Class 60 contains 75056 members 
Mstep: Class 61 contains 5071 members 
Mstep: Class 62 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194757792.000000 Penalty: 144672.062500
Iteration 490Q: 63 clusters Score -1.947578e+08 nChanged 11306
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 33669 members 
Mstep: Class 4 contains 632 members 
Mstep: Class 5 contains 33679 members 
Mstep: Class 6 contains 74638 members 
Mstep: Class 7 contains 7824 members 
Mstep: Class 8 contains 36161 members 
Mstep: Class 9 contains 31959 members 
Mstep: Class 10 contains 16170 members 
Mstep: Class 11 contains 8184 members 
Mstep: Class 12 contains 52209 members 
Mstep: Class 13 contains 4081 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 8032 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 67446 members 
Mstep: Class 20 contains 93732 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37821 members 
Mstep: Class 23 contains 9742 members 
Mstep: Class 24 contains 13521 members 
Mstep: Class 25 contains 79275 members 
Mstep: Class 26 contains 24711 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 806 members 
Mstep: Class 29 contains 2560 members 
Mstep: Class 30 contains 13009 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 224 members 
Mstep: Class 33 contains 50408 members 
Mstep: Class 34 contains 1338 members 
Mstep: Class 35 contains 448 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 47637 members 
Mstep: Class 38 contains 12848 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 11089 members 
Mstep: Class 41 contains 37125 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 187 members 
Mstep: Class 44 contains 53887 members 
Mstep: Class 45 contains 191860 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 43338 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 6326 members 
Mstep: Class 50 contains 101656 members 
Mstep: Class 51 contains 771 members 
Mstep: Class 52 contains 36500 members 
Mstep: Class 53 contains 100422 members 
Mstep: Class 54 contains 30618 members 
Mstep: Class 55 contains 112217 members 
Mstep: Class 56 contains 39550 members 
Mstep: Class 57 contains 37271 members 
Mstep: Class 58 contains 22360 members 
Mstep: Class 59 contains 31096 members 
Mstep: Class 60 contains 74983 members 
Mstep: Class 61 contains 5073 members 
Mstep: Class 62 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194756352.000000 Penalty: 144672.062500
Iteration 491Q: 63 clusters Score -1.947564e+08 nChanged 10369
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 33536 members 
Mstep: Class 4 contains 632 members 
Mstep: Class 5 contains 33693 members 
Mstep: Class 6 contains 74643 members 
Mstep: Class 7 contains 7811 members 
Mstep: Class 8 contains 36163 members 
Mstep: Class 9 contains 31957 members 
Mstep: Class 10 contains 16174 members 
Mstep: Class 11 contains 8189 members 
Mstep: Class 12 contains 52172 members 
Mstep: Class 13 contains 4081 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 8138 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 67445 members 
Mstep: Class 20 contains 95021 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37841 members 
Mstep: Class 23 contains 9736 members 
Mstep: Class 24 contains 13498 members 
Mstep: Class 25 contains 79361 members 
Mstep: Class 26 contains 24701 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 806 members 
Mstep: Class 29 contains 2560 members 
Mstep: Class 30 contains 13319 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 224 members 
Mstep: Class 33 contains 50252 members 
Mstep: Class 34 contains 1338 members 
Mstep: Class 35 contains 448 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 47558 members 
Mstep: Class 38 contains 12849 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 11092 members 
Mstep: Class 41 contains 37444 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 187 members 
Mstep: Class 44 contains 53809 members 
Mstep: Class 45 contains 191847 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 43028 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 6344 members 
Mstep: Class 50 contains 102351 members 
Mstep: Class 51 contains 771 members 
Mstep: Class 52 contains 34535 members 
Mstep: Class 53 contains 100138 members 
Mstep: Class 54 contains 30742 members 
Mstep: Class 55 contains 114129 members 
Mstep: Class 56 contains 39593 members 
Mstep: Class 57 contains 37123 members 
Mstep: Class 58 contains 21710 members 
Mstep: Class 59 contains 29662 members 
Mstep: Class 60 contains 75348 members 
Mstep: Class 61 contains 5077 members 
Mstep: Class 62 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194756176.000000 Penalty: 144672.062500
Iteration 492Q: 63 clusters Score -1.947562e+08 nChanged 9534
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 33229 members 
Mstep: Class 4 contains 632 members 
Mstep: Class 5 contains 33714 members 
Mstep: Class 6 contains 74649 members 
Mstep: Class 7 contains 7795 members 
Mstep: Class 8 contains 36159 members 
Mstep: Class 9 contains 31956 members 
Mstep: Class 10 contains 16175 members 
Mstep: Class 11 contains 8186 members 
Mstep: Class 12 contains 52116 members 
Mstep: Class 13 contains 4081 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1921 members 
Mstep: Class 16 contains 7946 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 67273 members 
Mstep: Class 20 contains 96288 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37871 members 
Mstep: Class 23 contains 9725 members 
Mstep: Class 24 contains 13487 members 
Mstep: Class 25 contains 79449 members 
Mstep: Class 26 contains 24693 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 806 members 
Mstep: Class 29 contains 2560 members 
Mstep: Class 30 contains 12960 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 224 members 
Mstep: Class 33 contains 50188 members 
Mstep: Class 34 contains 1338 members 
Mstep: Class 35 contains 448 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 47518 members 
Mstep: Class 38 contains 12851 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 11092 members 
Mstep: Class 41 contains 37875 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 187 members 
Mstep: Class 44 contains 53745 members 
Mstep: Class 45 contains 191845 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 43076 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 6177 members 
Mstep: Class 50 contains 103049 members 
Mstep: Class 51 contains 771 members 
Mstep: Class 52 contains 32280 members 
Mstep: Class 53 contains 99826 members 
Mstep: Class 54 contains 30878 members 
Mstep: Class 55 contains 115648 members 
Mstep: Class 56 contains 39568 members 
Mstep: Class 57 contains 37019 members 
Mstep: Class 58 contains 21312 members 
Mstep: Class 59 contains 28990 members 
Mstep: Class 60 contains 76322 members 
Mstep: Class 61 contains 5084 members 
Mstep: Class 62 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194754656.000000 Penalty: 144672.062500
Iteration 493Q: 63 clusters Score -1.947547e+08 nChanged 9325
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 33143 members 
Mstep: Class 4 contains 632 members 
Mstep: Class 5 contains 33712 members 
Mstep: Class 6 contains 74651 members 
Mstep: Class 7 contains 7786 members 
Mstep: Class 8 contains 36159 members 
Mstep: Class 9 contains 31952 members 
Mstep: Class 10 contains 16175 members 
Mstep: Class 11 contains 8187 members 
Mstep: Class 12 contains 52088 members 
Mstep: Class 13 contains 4080 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1921 members 
Mstep: Class 16 contains 7924 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 66877 members 
Mstep: Class 20 contains 97435 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37898 members 
Mstep: Class 23 contains 9724 members 
Mstep: Class 24 contains 13467 members 
Mstep: Class 25 contains 79549 members 
Mstep: Class 26 contains 24676 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 806 members 
Mstep: Class 29 contains 2560 members 
Mstep: Class 30 contains 12453 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 224 members 
Mstep: Class 33 contains 49983 members 
Mstep: Class 34 contains 1337 members 
Mstep: Class 35 contains 448 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 47502 members 
Mstep: Class 38 contains 12853 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 11103 members 
Mstep: Class 41 contains 38114 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 187 members 
Mstep: Class 44 contains 53647 members 
Mstep: Class 45 contains 191836 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 42924 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 6324 members 
Mstep: Class 50 contains 103713 members 
Mstep: Class 51 contains 771 members 
Mstep: Class 52 contains 30088 members 
Mstep: Class 53 contains 99568 members 
Mstep: Class 54 contains 31012 members 
Mstep: Class 55 contains 117302 members 
Mstep: Class 56 contains 39610 members 
Mstep: Class 57 contains 36773 members 
Mstep: Class 58 contains 20848 members 
Mstep: Class 59 contains 28292 members 
Mstep: Class 60 contains 77565 members 
Mstep: Class 61 contains 5095 members 
Mstep: Class 62 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194754032.000000 Penalty: 144672.062500
Iteration 494Q: 63 clusters Score -1.94754e+08 nChanged 9092
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 32991 members 
Mstep: Class 4 contains 632 members 
Mstep: Class 5 contains 33716 members 
Mstep: Class 6 contains 74651 members 
Mstep: Class 7 contains 7775 members 
Mstep: Class 8 contains 36159 members 
Mstep: Class 9 contains 31950 members 
Mstep: Class 10 contains 16175 members 
Mstep: Class 11 contains 8195 members 
Mstep: Class 12 contains 52062 members 
Mstep: Class 13 contains 4080 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1921 members 
Mstep: Class 16 contains 7822 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 66386 members 
Mstep: Class 20 contains 98354 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 37942 members 
Mstep: Class 23 contains 9726 members 
Mstep: Class 24 contains 13451 members 
Mstep: Class 25 contains 79658 members 
Mstep: Class 26 contains 24658 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 806 members 
Mstep: Class 29 contains 2560 members 
Mstep: Class 30 contains 12449 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 224 members 
Mstep: Class 33 contains 49858 members 
Mstep: Class 34 contains 1337 members 
Mstep: Class 35 contains 448 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 47512 members 
Mstep: Class 38 contains 12854 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 11108 members 
Mstep: Class 41 contains 38226 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 187 members 
Mstep: Class 44 contains 53562 members 
Mstep: Class 45 contains 191833 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 42738 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 6326 members 
Mstep: Class 50 contains 104278 members 
Mstep: Class 51 contains 771 members 
Mstep: Class 52 contains 28150 members 
Mstep: Class 53 contains 99475 members 
Mstep: Class 54 contains 31131 members 
Mstep: Class 55 contains 118779 members 
Mstep: Class 56 contains 39637 members 
Mstep: Class 57 contains 36478 members 
Mstep: Class 58 contains 20845 members 
Mstep: Class 59 contains 27281 members 
Mstep: Class 60 contains 78701 members 
Mstep: Class 61 contains 5100 members 
Mstep: Class 62 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194753680.000000 Penalty: 144672.062500
Iteration 495Q: 63 clusters Score -1.947537e+08 nChanged 8928
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 32880 members 
Mstep: Class 4 contains 632 members 
Mstep: Class 5 contains 33741 members 
Mstep: Class 6 contains 74657 members 
Mstep: Class 7 contains 7767 members 
Mstep: Class 8 contains 36153 members 
Mstep: Class 9 contains 31949 members 
Mstep: Class 10 contains 16173 members 
Mstep: Class 11 contains 8198 members 
Mstep: Class 12 contains 52042 members 
Mstep: Class 13 contains 4080 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1921 members 
Mstep: Class 16 contains 7685 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 65822 members 
Mstep: Class 20 contains 99269 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 38004 members 
Mstep: Class 23 contains 9718 members 
Mstep: Class 24 contains 13426 members 
Mstep: Class 25 contains 79778 members 
Mstep: Class 26 contains 24643 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 806 members 
Mstep: Class 29 contains 2560 members 
Mstep: Class 30 contains 12089 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 224 members 
Mstep: Class 33 contains 49765 members 
Mstep: Class 34 contains 1337 members 
Mstep: Class 35 contains 448 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 47531 members 
Mstep: Class 38 contains 12854 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 11114 members 
Mstep: Class 41 contains 38637 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 187 members 
Mstep: Class 44 contains 53483 members 
Mstep: Class 45 contains 191835 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 42558 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 6135 members 
Mstep: Class 50 contains 104808 members 
Mstep: Class 51 contains 771 members 
Mstep: Class 52 contains 26125 members 
Mstep: Class 53 contains 99407 members 
Mstep: Class 54 contains 31250 members 
Mstep: Class 55 contains 120423 members 
Mstep: Class 56 contains 39614 members 
Mstep: Class 57 contains 36228 members 
Mstep: Class 58 contains 20770 members 
Mstep: Class 59 contains 26432 members 
Mstep: Class 60 contains 79897 members 
Mstep: Class 61 contains 5109 members 
Mstep: Class 62 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194751408.000000 Penalty: 144672.062500
Iteration 496Q: 63 clusters Score -1.947514e+08 nChanged 9177
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 32679 members 
Mstep: Class 4 contains 632 members 
Mstep: Class 5 contains 33762 members 
Mstep: Class 6 contains 74665 members 
Mstep: Class 7 contains 7767 members 
Mstep: Class 8 contains 36149 members 
Mstep: Class 9 contains 31950 members 
Mstep: Class 10 contains 16172 members 
Mstep: Class 11 contains 8212 members 
Mstep: Class 12 contains 52009 members 
Mstep: Class 13 contains 4082 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1921 members 
Mstep: Class 16 contains 7686 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 64979 members 
Mstep: Class 20 contains 100213 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 38057 members 
Mstep: Class 23 contains 9720 members 
Mstep: Class 24 contains 13395 members 
Mstep: Class 25 contains 79881 members 
Mstep: Class 26 contains 24629 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 806 members 
Mstep: Class 29 contains 2560 members 
Mstep: Class 30 contains 11725 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 224 members 
Mstep: Class 33 contains 49744 members 
Mstep: Class 34 contains 1336 members 
Mstep: Class 35 contains 448 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 47562 members 
Mstep: Class 38 contains 12855 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 11115 members 
Mstep: Class 41 contains 38859 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 187 members 
Mstep: Class 44 contains 53356 members 
Mstep: Class 45 contains 191837 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 42342 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 6040 members 
Mstep: Class 50 contains 105331 members 
Mstep: Class 51 contains 771 members 
Mstep: Class 52 contains 24236 members 
Mstep: Class 53 contains 99240 members 
Mstep: Class 54 contains 31402 members 
Mstep: Class 55 contains 122126 members 
Mstep: Class 56 contains 39591 members 
Mstep: Class 57 contains 36027 members 
Mstep: Class 58 contains 20927 members 
Mstep: Class 59 contains 25390 members 
Mstep: Class 60 contains 81201 members 
Mstep: Class 61 contains 5117 members 
Mstep: Class 62 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194749552.000000 Penalty: 144672.062500
Iteration 497Q: 63 clusters Score -1.947496e+08 nChanged 9833
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 32414 members 
Mstep: Class 4 contains 632 members 
Mstep: Class 5 contains 33775 members 
Mstep: Class 6 contains 74672 members 
Mstep: Class 7 contains 7761 members 
Mstep: Class 8 contains 36152 members 
Mstep: Class 9 contains 31948 members 
Mstep: Class 10 contains 16167 members 
Mstep: Class 11 contains 8224 members 
Mstep: Class 12 contains 51985 members 
Mstep: Class 13 contains 4081 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1921 members 
Mstep: Class 16 contains 7491 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 64419 members 
Mstep: Class 20 contains 101271 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 38097 members 
Mstep: Class 23 contains 9718 members 
Mstep: Class 24 contains 13366 members 
Mstep: Class 25 contains 79993 members 
Mstep: Class 26 contains 24620 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 806 members 
Mstep: Class 29 contains 2559 members 
Mstep: Class 30 contains 11215 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 224 members 
Mstep: Class 33 contains 49739 members 
Mstep: Class 34 contains 1335 members 
Mstep: Class 35 contains 448 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 47628 members 
Mstep: Class 38 contains 12856 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 11118 members 
Mstep: Class 41 contains 39251 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 187 members 
Mstep: Class 44 contains 53242 members 
Mstep: Class 45 contains 191842 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 42308 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 5596 members 
Mstep: Class 50 contains 105895 members 
Mstep: Class 51 contains 771 members 
Mstep: Class 52 contains 22195 members 
Mstep: Class 53 contains 99071 members 
Mstep: Class 54 contains 31538 members 
Mstep: Class 55 contains 123856 members 
Mstep: Class 56 contains 39589 members 
Mstep: Class 57 contains 35954 members 
Mstep: Class 58 contains 20969 members 
Mstep: Class 59 contains 24115 members 
Mstep: Class 60 contains 82769 members 
Mstep: Class 61 contains 5126 members 
Mstep: Class 62 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194749680.000000 Penalty: 144672.062500
Iteration 498Q: 63 clusters Score -1.947497e+08 nChanged 8756
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 32169 members 
Mstep: Class 4 contains 632 members 
Mstep: Class 5 contains 33787 members 
Mstep: Class 6 contains 74677 members 
Mstep: Class 7 contains 7753 members 
Mstep: Class 8 contains 36146 members 
Mstep: Class 9 contains 31945 members 
Mstep: Class 10 contains 16169 members 
Mstep: Class 11 contains 8247 members 
Mstep: Class 12 contains 51967 members 
Mstep: Class 13 contains 4082 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1922 members 
Mstep: Class 16 contains 7249 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 63620 members 
Mstep: Class 20 contains 102441 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 38156 members 
Mstep: Class 23 contains 9714 members 
Mstep: Class 24 contains 13336 members 
Mstep: Class 25 contains 80108 members 
Mstep: Class 26 contains 24596 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 806 members 
Mstep: Class 29 contains 2559 members 
Mstep: Class 30 contains 10102 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 224 members 
Mstep: Class 33 contains 49687 members 
Mstep: Class 34 contains 1334 members 
Mstep: Class 35 contains 448 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 47699 members 
Mstep: Class 38 contains 12860 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 11118 members 
Mstep: Class 41 contains 39414 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 187 members 
Mstep: Class 44 contains 53171 members 
Mstep: Class 45 contains 191842 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 42397 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 5562 members 
Mstep: Class 50 contains 106418 members 
Mstep: Class 51 contains 771 members 
Mstep: Class 52 contains 20747 members 
Mstep: Class 53 contains 98894 members 
Mstep: Class 54 contains 31645 members 
Mstep: Class 55 contains 125503 members 
Mstep: Class 56 contains 39546 members 
Mstep: Class 57 contains 35579 members 
Mstep: Class 58 contains 21218 members 
Mstep: Class 59 contains 23199 members 
Mstep: Class 60 contains 84110 members 
Mstep: Class 61 contains 5134 members 
Mstep: Class 62 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194748928.000000 Penalty: 144672.062500
Iteration 499Q: 63 clusters Score -1.947489e+08 nChanged 8059
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 31977 members 
Mstep: Class 4 contains 632 members 
Mstep: Class 5 contains 33782 members 
Mstep: Class 6 contains 74676 members 
Mstep: Class 7 contains 7747 members 
Mstep: Class 8 contains 36139 members 
Mstep: Class 9 contains 31947 members 
Mstep: Class 10 contains 16169 members 
Mstep: Class 11 contains 8255 members 
Mstep: Class 12 contains 51909 members 
Mstep: Class 13 contains 4083 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 1922 members 
Mstep: Class 16 contains 6982 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 241 members 
Mstep: Class 19 contains 62708 members 
Mstep: Class 20 contains 102874 members 
Mstep: Class 21 contains 551 members 
Mstep: Class 22 contains 38210 members 
Mstep: Class 23 contains 9716 members 
Mstep: Class 24 contains 13314 members 
Mstep: Class 25 contains 80222 members 
Mstep: Class 26 contains 24582 members 
Mstep: Class 27 contains 895 members 
Mstep: Class 28 contains 806 members 
Mstep: Class 29 contains 2559 members 
Mstep: Class 30 contains 9602 members 
Mstep: Class 31 contains 334 members 
Mstep: Class 32 contains 224 members 
Mstep: Class 33 contains 49630 members 
Mstep: Class 34 contains 1334 members 
Mstep: Class 35 contains 448 members 
Mstep: Class 36 contains 375 members 
Mstep: Class 37 contains 47772 members 
Mstep: Class 38 contains 12861 members 
Mstep: Class 39 contains 608 members 
Mstep: Class 40 contains 11121 members 
Mstep: Class 41 contains 39670 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 187 members 
Mstep: Class 44 contains 53085 members 
Mstep: Class 45 contains 191846 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 42536 members 
Mstep: Class 48 contains 304 members 
Mstep: Class 49 contains 5299 members 
Mstep: Class 50 contains 106935 members 
Mstep: Class 51 contains 771 members 
Mstep: Class 52 contains 19753 members 
Mstep: Class 53 contains 98610 members 
Mstep: Class 54 contains 31735 members 
Mstep: Class 55 contains 127050 members 
Mstep: Class 56 contains 39519 members 
Mstep: Class 57 contains 35466 members 
Mstep: Class 58 contains 21548 members 
Mstep: Class 59 contains 22069 members 
Mstep: Class 60 contains 85426 members 
Mstep: Class 61 contains 5152 members 
Mstep: Class 62 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194749600.000000 Penalty: 144672.062500
Iteration 500F: 63 clusters Score -1.947496e+08 nChanged 9309
Maximum iterations exceeded
--- Evaluating fit on full set of 5168648 points ---
Entering Unmasked Estep 
Score: -599104192.000000 Penalty: 155740.578125
20->63 Clusters: Score -599104192.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 1722882 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86049 members 
Mstep: Class 2 contains 87095 members 
Mstep: Class 3 contains 86215 members 
Mstep: Class 4 contains 85898 members 
Mstep: Class 5 contains 86136 members 
Mstep: Class 6 contains 85868 members 
Mstep: Class 7 contains 86406 members 
Mstep: Class 8 contains 86286 members 
Mstep: Class 9 contains 85769 members 
Mstep: Class 10 contains 86191 members 
Mstep: Class 11 contains 86340 members 
Mstep: Class 12 contains 86090 members 
Mstep: Class 13 contains 86455 members 
Mstep: Class 14 contains 85886 members 
Mstep: Class 15 contains 85435 members 
Mstep: Class 16 contains 85642 members 
Mstep: Class 17 contains 86290 members 
Mstep: Class 18 contains 86050 members 
Mstep: Class 19 contains 86127 members 
Mstep: Class 20 contains 86654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -187568656.000000 Penalty: 46668.406250
Iteration 0F: 21 clusters Score -1.875687e+08 nChanged 1636296
Entering Unmasked Mstep 
Mstep: Class 0 contains 3923 members 
Mstep: Class 1 contains 29859 members 
Mstep: Class 2 contains 79884 members 
Mstep: Class 3 contains 689913 members 
Mstep: Class 4 contains 29128 members 
Mstep: Class 5 contains 280362 members 
Mstep: Class 6 contains 24750 members 
Mstep: Class 7 contains 108340 members 
Mstep: Class 8 contains 37233 members 
Mstep: Class 9 contains 27660 members 
Mstep: Class 10 contains 22622 members 
Mstep: Class 11 contains 11023 members 
Mstep: Class 12 contains 5281 members 
Mstep: Class 13 contains 31664 members 
Mstep: Class 14 contains 20323 members 
Mstep: Class 15 contains 34915 members 
Mstep: Class 16 contains 35620 members 
Mstep: Class 17 contains 152361 members 
Mstep: Class 18 contains 29169 members 
Mstep: Class 19 contains 18251 members 
Mstep: Class 20 contains 50601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -191213280.000000 Penalty: 46668.406250
Iteration 1F: 21 clusters Score -1.912133e+08 nChanged 729684
Entering Unmasked Mstep 
Mstep: Class 0 contains 3244 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 79409 members 
Mstep: Class 3 contains 387635 members 
Mstep: Class 4 contains 20845 members 
Mstep: Class 5 contains 480075 members 
Mstep: Class 6 contains 18779 members 
Mstep: Class 7 contains 132048 members 
Mstep: Class 8 contains 34696 members 
Mstep: Class 9 contains 20514 members 
Mstep: Class 10 contains 18730 members 
Mstep: Class 11 contains 8460 members 
Mstep: Class 12 contains 12702 members 
Mstep: Class 13 contains 23123 members 
Mstep: Class 14 contains 11005 members 
Mstep: Class 15 contains 30558 members 
Mstep: Class 16 contains 32538 members 
Mstep: Class 17 contains 300875 members 
Mstep: Class 18 contains 16740 members 
Mstep: Class 19 contains 12259 members 
Mstep: Class 20 contains 54974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -191796112.000000 Penalty: 46668.406250
Iteration 2F: 21 clusters Score -1.917961e+08 nChanged 548044
Entering Unmasked Mstep 
Mstep: Class 0 contains 2391 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 82995 members 
Mstep: Class 3 contains 388747 members 
Mstep: Class 4 contains 18054 members 
Mstep: Class 5 contains 288933 members 
Mstep: Class 6 contains 21257 members 
Mstep: Class 7 contains 174843 members 
Mstep: Class 8 contains 38844 members 
Mstep: Class 9 contains 17705 members 
Mstep: Class 10 contains 21507 members 
Mstep: Class 11 contains 7590 members 
Mstep: Class 12 contains 12954 members 
Mstep: Class 13 contains 21038 members 
Mstep: Class 14 contains 8339 members 
Mstep: Class 15 contains 32865 members 
Mstep: Class 16 contains 47851 members 
Mstep: Class 17 contains 429963 members 
Mstep: Class 18 contains 11229 members 
Mstep: Class 19 contains 8717 members 
Mstep: Class 20 contains 66208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -192199120.000000 Penalty: 46668.406250
Iteration 3F: 21 clusters Score -1.921991e+08 nChanged 404820
Entering Unmasked Mstep 
Mstep: Class 0 contains 1922 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 82900 members 
Mstep: Class 3 contains 374918 members 
Mstep: Class 4 contains 14686 members 
Mstep: Class 5 contains 316371 members 
Mstep: Class 6 contains 26999 members 
Mstep: Class 7 contains 240755 members 
Mstep: Class 8 contains 39719 members 
Mstep: Class 9 contains 14481 members 
Mstep: Class 10 contains 21264 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 10347 members 
Mstep: Class 13 contains 18205 members 
Mstep: Class 14 contains 6908 members 
Mstep: Class 15 contains 34067 members 
Mstep: Class 16 contains 70240 members 
Mstep: Class 17 contains 333936 members 
Mstep: Class 18 contains 7456 members 
Mstep: Class 19 contains 5757 members 
Mstep: Class 20 contains 77377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -192626640.000000 Penalty: 46668.406250
Iteration 4F: 21 clusters Score -1.926266e+08 nChanged 316668
Entering Unmasked Mstep 
Mstep: Class 0 contains 1603 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 75496 members 
Mstep: Class 3 contains 351155 members 
Mstep: Class 4 contains 10440 members 
Mstep: Class 5 contains 243546 members 
Mstep: Class 6 contains 34410 members 
Mstep: Class 7 contains 302910 members 
Mstep: Class 8 contains 36450 members 
Mstep: Class 9 contains 10546 members 
Mstep: Class 10 contains 17388 members 
Mstep: Class 11 contains 4738 members 
Mstep: Class 12 contains 7858 members 
Mstep: Class 13 contains 13474 members 
Mstep: Class 14 contains 5522 members 
Mstep: Class 15 contains 31418 members 
Mstep: Class 16 contains 99042 members 
Mstep: Class 17 contains 371460 members 
Mstep: Class 18 contains 4778 members 
Mstep: Class 19 contains 3899 members 
Mstep: Class 20 contains 81520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -192870896.000000 Penalty: 46668.406250
Iteration 5F: 21 clusters Score -1.928709e+08 nChanged 291807
Entering Unmasked Mstep 
Mstep: Class 0 contains 1350 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 76485 members 
Mstep: Class 3 contains 318858 members 
Mstep: Class 4 contains 7849 members 
Mstep: Class 5 contains 282079 members 
Mstep: Class 6 contains 42694 members 
Mstep: Class 7 contains 291719 members 
Mstep: Class 8 contains 35748 members 
Mstep: Class 9 contains 7972 members 
Mstep: Class 10 contains 12385 members 
Mstep: Class 11 contains 3545 members 
Mstep: Class 12 contains 6090 members 
Mstep: Class 13 contains 9999 members 
Mstep: Class 14 contains 4929 members 
Mstep: Class 15 contains 29167 members 
Mstep: Class 16 contains 126914 members 
Mstep: Class 17 contains 352097 members 
Mstep: Class 18 contains 3295 members 
Mstep: Class 19 contains 3487 members 
Mstep: Class 20 contains 92839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193015008.000000 Penalty: 46668.406250
Iteration 6F: 21 clusters Score -1.93015e+08 nChanged 205937
Entering Unmasked Mstep 
Mstep: Class 0 contains 1077 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 79813 members 
Mstep: Class 3 contains 297750 members 
Mstep: Class 4 contains 6178 members 
Mstep: Class 5 contains 271196 members 
Mstep: Class 6 contains 50954 members 
Mstep: Class 7 contains 277939 members 
Mstep: Class 8 contains 32613 members 
Mstep: Class 9 contains 7014 members 
Mstep: Class 10 contains 9648 members 
Mstep: Class 11 contains 2672 members 
Mstep: Class 12 contains 4995 members 
Mstep: Class 13 contains 7623 members 
Mstep: Class 14 contains 5064 members 
Mstep: Class 15 contains 27119 members 
Mstep: Class 16 contains 146246 members 
Mstep: Class 17 contains 357660 members 
Mstep: Class 18 contains 2338 members 
Mstep: Class 19 contains 3704 members 
Mstep: Class 20 contains 118458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193191568.000000 Penalty: 46668.406250
Iteration 7F: 21 clusters Score -1.931916e+08 nChanged 188452
Entering Unmasked Mstep 
Mstep: Class 0 contains 829 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 83496 members 
Mstep: Class 3 contains 274699 members 
Mstep: Class 4 contains 4918 members 
Mstep: Class 5 contains 265105 members 
Mstep: Class 6 contains 58519 members 
Mstep: Class 7 contains 263818 members 
Mstep: Class 8 contains 28916 members 
Mstep: Class 9 contains 6925 members 
Mstep: Class 10 contains 8733 members 
Mstep: Class 11 contains 2208 members 
Mstep: Class 12 contains 4181 members 
Mstep: Class 13 contains 5921 members 
Mstep: Class 14 contains 5136 members 
Mstep: Class 15 contains 25284 members 
Mstep: Class 16 contains 156697 members 
Mstep: Class 17 contains 344861 members 
Mstep: Class 18 contains 1731 members 
Mstep: Class 19 contains 4296 members 
Mstep: Class 20 contains 163322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2200.423340 but Gain 2333.421875
Score: -193352464.000000 Penalty: 44334.984375
Iteration 8F: 20 clusters Score -1.933525e+08 nChanged 205048
Entering Unmasked Mstep 
Mstep: Class 0 contains 609 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 89253 members 
Mstep: Class 3 contains 256265 members 
Mstep: Class 4 contains 3865 members 
Mstep: Class 5 contains 248260 members 
Mstep: Class 6 contains 65565 members 
Mstep: Class 7 contains 250169 members 
Mstep: Class 8 contains 26296 members 
Mstep: Class 9 contains 7733 members 
Mstep: Class 10 contains 8834 members 
Mstep: Class 11 contains 2207 members 
Mstep: Class 12 contains 3539 members 
Mstep: Class 13 contains 4870 members 
Mstep: Class 14 contains 4991 members 
Mstep: Class 15 contains 24247 members 
Mstep: Class 16 contains 159848 members 
Mstep: Class 17 contains 316570 members 
Mstep: Class 19 contains 4885 members 
Mstep: Class 20 contains 230097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193479856.000000 Penalty: 44334.984375
Iteration 9F: 20 clusters Score -1.934799e+08 nChanged 222144
Entering Unmasked Mstep 
Mstep: Class 0 contains 476 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 96919 members 
Mstep: Class 3 contains 230793 members 
Mstep: Class 4 contains 3069 members 
Mstep: Class 5 contains 220976 members 
Mstep: Class 6 contains 71228 members 
Mstep: Class 7 contains 231524 members 
Mstep: Class 8 contains 24524 members 
Mstep: Class 9 contains 8913 members 
Mstep: Class 10 contains 9301 members 
Mstep: Class 11 contains 2267 members 
Mstep: Class 12 contains 3128 members 
Mstep: Class 13 contains 4284 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 23000 members 
Mstep: Class 16 contains 160729 members 
Mstep: Class 17 contains 289677 members 
Mstep: Class 19 contains 5307 members 
Mstep: Class 20 contains 315298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193514384.000000 Penalty: 44334.984375
Iteration 10F: 20 clusters Score -1.935144e+08 nChanged 287199
Entering Unmasked Mstep 
Mstep: Class 0 contains 390 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 107155 members 
Mstep: Class 3 contains 227906 members 
Mstep: Class 4 contains 2799 members 
Mstep: Class 5 contains 240767 members 
Mstep: Class 6 contains 76325 members 
Mstep: Class 7 contains 220007 members 
Mstep: Class 8 contains 23543 members 
Mstep: Class 9 contains 10649 members 
Mstep: Class 10 contains 10234 members 
Mstep: Class 11 contains 2272 members 
Mstep: Class 12 contains 2850 members 
Mstep: Class 13 contains 3957 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 21831 members 
Mstep: Class 16 contains 157496 members 
Mstep: Class 17 contains 285757 members 
Mstep: Class 19 contains 5744 members 
Mstep: Class 20 contains 298772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193587312.000000 Penalty: 44334.984375
Iteration 11F: 20 clusters Score -1.935873e+08 nChanged 147041
Entering Unmasked Mstep 
Mstep: Class 0 contains 330 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 116926 members 
Mstep: Class 3 contains 224803 members 
Mstep: Class 4 contains 2678 members 
Mstep: Class 5 contains 247557 members 
Mstep: Class 6 contains 80332 members 
Mstep: Class 7 contains 214139 members 
Mstep: Class 8 contains 22858 members 
Mstep: Class 9 contains 12657 members 
Mstep: Class 10 contains 11216 members 
Mstep: Class 11 contains 2281 members 
Mstep: Class 12 contains 2632 members 
Mstep: Class 13 contains 3769 members 
Mstep: Class 14 contains 4474 members 
Mstep: Class 15 contains 20873 members 
Mstep: Class 16 contains 151443 members 
Mstep: Class 17 contains 293934 members 
Mstep: Class 19 contains 6121 members 
Mstep: Class 20 contains 280199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193646096.000000 Penalty: 44334.984375
Iteration 12F: 20 clusters Score -1.936461e+08 nChanged 127899
Entering Unmasked Mstep 
Mstep: Class 0 contains 292 members 
Mstep: Class 1 contains 28534 members 
Mstep: Class 2 contains 125361 members 
Mstep: Class 3 contains 222958 members 
Mstep: Class 4 contains 2641 members 
Mstep: Class 5 contains 252026 members 
Mstep: Class 6 contains 83152 members 
Mstep: Class 7 contains 207554 members 
Mstep: Class 8 contains 22566 members 
Mstep: Class 9 contains 14660 members 
Mstep: Class 10 contains 12211 members 
Mstep: Class 11 contains 2264 members 
Mstep: Class 12 contains 2450 members 
Mstep: Class 13 contains 3654 members 
Mstep: Class 14 contains 4294 members 
Mstep: Class 15 contains 20003 members 
Mstep: Class 16 contains 144293 members 
Mstep: Class 17 contains 290986 members 
Mstep: Class 19 contains 6528 members 
Mstep: Class 20 contains 276455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193693040.000000 Penalty: 44334.984375
Iteration 13F: 20 clusters Score -1.93693e+08 nChanged 111643
Entering Unmasked Mstep 
Mstep: Class 0 contains 278 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 132043 members 
Mstep: Class 3 contains 219904 members 
Mstep: Class 4 contains 2665 members 
Mstep: Class 5 contains 256026 members 
Mstep: Class 6 contains 84870 members 
Mstep: Class 7 contains 201759 members 
Mstep: Class 8 contains 22461 members 
Mstep: Class 9 contains 16497 members 
Mstep: Class 10 contains 13129 members 
Mstep: Class 11 contains 2241 members 
Mstep: Class 12 contains 2240 members 
Mstep: Class 13 contains 3597 members 
Mstep: Class 14 contains 4084 members 
Mstep: Class 15 contains 19237 members 
Mstep: Class 16 contains 137281 members 
Mstep: Class 17 contains 290420 members 
Mstep: Class 19 contains 6977 members 
Mstep: Class 20 contains 272739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193736656.000000 Penalty: 44334.984375
Iteration 14F: 20 clusters Score -1.937367e+08 nChanged 98811
Entering Unmasked Mstep 
Mstep: Class 0 contains 270 members 
Mstep: Class 1 contains 41456 members 
Mstep: Class 2 contains 137492 members 
Mstep: Class 3 contains 217447 members 
Mstep: Class 4 contains 2690 members 
Mstep: Class 5 contains 259023 members 
Mstep: Class 6 contains 85876 members 
Mstep: Class 7 contains 196495 members 
Mstep: Class 8 contains 22398 members 
Mstep: Class 9 contains 18027 members 
Mstep: Class 10 contains 13854 members 
Mstep: Class 11 contains 2243 members 
Mstep: Class 12 contains 2040 members 
Mstep: Class 13 contains 3569 members 
Mstep: Class 14 contains 3888 members 
Mstep: Class 15 contains 18491 members 
Mstep: Class 16 contains 130743 members 
Mstep: Class 17 contains 288276 members 
Mstep: Class 19 contains 7367 members 
Mstep: Class 20 contains 271237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193770960.000000 Penalty: 44334.984375
Iteration 15F: 20 clusters Score -1.93771e+08 nChanged 85954
Entering Unmasked Mstep 
Mstep: Class 0 contains 256 members 
Mstep: Class 1 contains 49892 members 
Mstep: Class 2 contains 142191 members 
Mstep: Class 3 contains 215189 members 
Mstep: Class 4 contains 2759 members 
Mstep: Class 5 contains 260380 members 
Mstep: Class 6 contains 86301 members 
Mstep: Class 7 contains 191711 members 
Mstep: Class 8 contains 22407 members 
Mstep: Class 9 contains 19341 members 
Mstep: Class 10 contains 14332 members 
Mstep: Class 11 contains 2244 members 
Mstep: Class 12 contains 1862 members 
Mstep: Class 13 contains 3554 members 
Mstep: Class 14 contains 3833 members 
Mstep: Class 15 contains 17690 members 
Mstep: Class 16 contains 125186 members 
Mstep: Class 17 contains 286323 members 
Mstep: Class 19 contains 7564 members 
Mstep: Class 20 contains 269867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193800240.000000 Penalty: 44334.984375
Iteration 16Q: 20 clusters Score -1.938002e+08 nChanged 73607
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 59918 members 
Mstep: Class 2 contains 145691 members 
Mstep: Class 3 contains 212884 members 
Mstep: Class 4 contains 2832 members 
Mstep: Class 5 contains 260680 members 
Mstep: Class 6 contains 86452 members 
Mstep: Class 7 contains 188242 members 
Mstep: Class 8 contains 22479 members 
Mstep: Class 9 contains 20361 members 
Mstep: Class 10 contains 14624 members 
Mstep: Class 11 contains 2249 members 
Mstep: Class 12 contains 1742 members 
Mstep: Class 13 contains 3496 members 
Mstep: Class 14 contains 3809 members 
Mstep: Class 15 contains 16846 members 
Mstep: Class 16 contains 120951 members 
Mstep: Class 17 contains 283943 members 
Mstep: Class 19 contains 7599 members 
Mstep: Class 20 contains 267833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193826784.000000 Penalty: 44334.984375
Iteration 17Q: 20 clusters Score -1.938268e+08 nChanged 65095
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 71953 members 
Mstep: Class 2 contains 148403 members 
Mstep: Class 3 contains 210038 members 
Mstep: Class 4 contains 2941 members 
Mstep: Class 5 contains 260046 members 
Mstep: Class 6 contains 86324 members 
Mstep: Class 7 contains 185881 members 
Mstep: Class 8 contains 22595 members 
Mstep: Class 9 contains 21191 members 
Mstep: Class 10 contains 14738 members 
Mstep: Class 11 contains 2251 members 
Mstep: Class 12 contains 1671 members 
Mstep: Class 13 contains 3431 members 
Mstep: Class 14 contains 3784 members 
Mstep: Class 15 contains 15997 members 
Mstep: Class 16 contains 117870 members 
Mstep: Class 17 contains 281604 members 
Mstep: Class 19 contains 7543 members 
Mstep: Class 20 contains 264370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193853632.000000 Penalty: 44334.984375
Iteration 18Q: 20 clusters Score -1.938536e+08 nChanged 61537
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 86223 members 
Mstep: Class 2 contains 150625 members 
Mstep: Class 3 contains 206078 members 
Mstep: Class 4 contains 3068 members 
Mstep: Class 5 contains 258702 members 
Mstep: Class 6 contains 85954 members 
Mstep: Class 7 contains 184459 members 
Mstep: Class 8 contains 22687 members 
Mstep: Class 9 contains 21871 members 
Mstep: Class 10 contains 14768 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 1636 members 
Mstep: Class 13 contains 3373 members 
Mstep: Class 14 contains 3766 members 
Mstep: Class 15 contains 15170 members 
Mstep: Class 16 contains 115717 members 
Mstep: Class 17 contains 278626 members 
Mstep: Class 19 contains 7427 members 
Mstep: Class 20 contains 260223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193880336.000000 Penalty: 44334.984375
Iteration 19Q: 20 clusters Score -1.938803e+08 nChanged 62411
Entering Unmasked Mstep 
Mstep: Class 0 contains 251 members 
Mstep: Class 1 contains 103246 members 
Mstep: Class 2 contains 152954 members 
Mstep: Class 3 contains 200673 members 
Mstep: Class 4 contains 3192 members 
Mstep: Class 5 contains 256214 members 
Mstep: Class 6 contains 85576 members 
Mstep: Class 7 contains 183024 members 
Mstep: Class 8 contains 22739 members 
Mstep: Class 9 contains 22364 members 
Mstep: Class 10 contains 14719 members 
Mstep: Class 11 contains 2254 members 
Mstep: Class 12 contains 1615 members 
Mstep: Class 13 contains 3310 members 
Mstep: Class 14 contains 3766 members 
Mstep: Class 15 contains 14402 members 
Mstep: Class 16 contains 114064 members 
Mstep: Class 17 contains 275187 members 
Mstep: Class 19 contains 7288 members 
Mstep: Class 20 contains 256044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193908256.000000 Penalty: 44334.984375
Iteration 20F: 20 clusters Score -1.939083e+08 nChanged 66035
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 123200 members 
Mstep: Class 2 contains 155534 members 
Mstep: Class 3 contains 193888 members 
Mstep: Class 4 contains 3347 members 
Mstep: Class 5 contains 253020 members 
Mstep: Class 6 contains 85300 members 
Mstep: Class 7 contains 181845 members 
Mstep: Class 8 contains 22758 members 
Mstep: Class 9 contains 22770 members 
Mstep: Class 10 contains 14536 members 
Mstep: Class 11 contains 2248 members 
Mstep: Class 12 contains 1569 members 
Mstep: Class 13 contains 3305 members 
Mstep: Class 14 contains 3818 members 
Mstep: Class 15 contains 13702 members 
Mstep: Class 16 contains 112746 members 
Mstep: Class 17 contains 270382 members 
Mstep: Class 19 contains 7168 members 
Mstep: Class 20 contains 251506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193934528.000000 Penalty: 44334.984375
Iteration 21Q: 20 clusters Score -1.939345e+08 nChanged 71641
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 146589 members 
Mstep: Class 2 contains 158347 members 
Mstep: Class 3 contains 185185 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 249619 members 
Mstep: Class 6 contains 85053 members 
Mstep: Class 7 contains 181066 members 
Mstep: Class 8 contains 22822 members 
Mstep: Class 9 contains 23192 members 
Mstep: Class 10 contains 14278 members 
Mstep: Class 11 contains 2243 members 
Mstep: Class 12 contains 1521 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 14 contains 3850 members 
Mstep: Class 15 contains 13078 members 
Mstep: Class 16 contains 111516 members 
Mstep: Class 17 contains 264616 members 
Mstep: Class 19 contains 7074 members 
Mstep: Class 20 contains 245720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193964912.000000 Penalty: 44334.984375
Iteration 22Q: 20 clusters Score -1.939649e+08 nChanged 79648
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 176862 members 
Mstep: Class 2 contains 161642 members 
Mstep: Class 3 contains 175070 members 
Mstep: Class 4 contains 3816 members 
Mstep: Class 5 contains 245082 members 
Mstep: Class 6 contains 85234 members 
Mstep: Class 7 contains 179071 members 
Mstep: Class 8 contains 22936 members 
Mstep: Class 9 contains 23548 members 
Mstep: Class 10 contains 13952 members 
Mstep: Class 11 contains 2233 members 
Mstep: Class 12 contains 1490 members 
Mstep: Class 13 contains 3328 members 
Mstep: Class 14 contains 3852 members 
Mstep: Class 15 contains 12524 members 
Mstep: Class 16 contains 110379 members 
Mstep: Class 17 contains 256742 members 
Mstep: Class 19 contains 7012 members 
Mstep: Class 20 contains 237875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194001680.000000 Penalty: 44334.984375
Iteration 23Q: 20 clusters Score -1.940017e+08 nChanged 85565
Entering Unmasked Mstep 
Mstep: Class 0 contains 234 members 
Mstep: Class 1 contains 211866 members 
Mstep: Class 2 contains 165325 members 
Mstep: Class 3 contains 164559 members 
Mstep: Class 4 contains 4150 members 
Mstep: Class 5 contains 239196 members 
Mstep: Class 6 contains 86140 members 
Mstep: Class 7 contains 175323 members 
Mstep: Class 8 contains 23089 members 
Mstep: Class 9 contains 23948 members 
Mstep: Class 10 contains 13524 members 
Mstep: Class 11 contains 2219 members 
Mstep: Class 12 contains 1481 members 
Mstep: Class 13 contains 3340 members 
Mstep: Class 14 contains 3848 members 
Mstep: Class 15 contains 12149 members 
Mstep: Class 16 contains 109240 members 
Mstep: Class 17 contains 247936 members 
Mstep: Class 19 contains 6983 members 
Mstep: Class 20 contains 228332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194045952.000000 Penalty: 44334.984375
Iteration 24Q: 20 clusters Score -1.94046e+08 nChanged 105959
Entering Unmasked Mstep 
Mstep: Class 0 contains 235 members 
Mstep: Class 1 contains 264455 members 
Mstep: Class 2 contains 168875 members 
Mstep: Class 3 contains 153803 members 
Mstep: Class 4 contains 4437 members 
Mstep: Class 5 contains 228004 members 
Mstep: Class 6 contains 87274 members 
Mstep: Class 7 contains 165946 members 
Mstep: Class 8 contains 23360 members 
Mstep: Class 9 contains 23956 members 
Mstep: Class 10 contains 13019 members 
Mstep: Class 11 contains 2212 members 
Mstep: Class 12 contains 1475 members 
Mstep: Class 13 contains 3371 members 
Mstep: Class 14 contains 3842 members 
Mstep: Class 15 contains 11854 members 
Mstep: Class 16 contains 107910 members 
Mstep: Class 17 contains 239485 members 
Mstep: Class 19 contains 6957 members 
Mstep: Class 20 contains 212412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194061376.000000 Penalty: 44334.984375
Iteration 25F: 20 clusters Score -1.940614e+08 nChanged 114460
Entering Unmasked Mstep 
Mstep: Class 0 contains 231 members 
Mstep: Class 1 contains 297466 members 
Mstep: Class 2 contains 172472 members 
Mstep: Class 3 contains 148599 members 
Mstep: Class 4 contains 4925 members 
Mstep: Class 5 contains 223630 members 
Mstep: Class 6 contains 88820 members 
Mstep: Class 7 contains 158351 members 
Mstep: Class 8 contains 23604 members 
Mstep: Class 9 contains 24154 members 
Mstep: Class 10 contains 12717 members 
Mstep: Class 11 contains 2207 members 
Mstep: Class 12 contains 1476 members 
Mstep: Class 13 contains 3418 members 
Mstep: Class 14 contains 3837 members 
Mstep: Class 15 contains 11540 members 
Mstep: Class 16 contains 106303 members 
Mstep: Class 17 contains 232588 members 
Mstep: Class 19 contains 6939 members 
Mstep: Class 20 contains 199605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194058928.000000 Penalty: 44334.984375
Iteration 26F: 20 clusters Score -1.940589e+08 nChanged 90461
Entering Unmasked Mstep 
Mstep: Class 0 contains 229 members 
Mstep: Class 1 contains 278396 members 
Mstep: Class 2 contains 176151 members 
Mstep: Class 3 contains 146082 members 
Mstep: Class 4 contains 5824 members 
Mstep: Class 5 contains 231296 members 
Mstep: Class 6 contains 91720 members 
Mstep: Class 7 contains 159495 members 
Mstep: Class 8 contains 23939 members 
Mstep: Class 9 contains 24662 members 
Mstep: Class 10 contains 12621 members 
Mstep: Class 11 contains 2206 members 
Mstep: Class 12 contains 1474 members 
Mstep: Class 13 contains 3503 members 
Mstep: Class 14 contains 3843 members 
Mstep: Class 15 contains 11266 members 
Mstep: Class 16 contains 104565 members 
Mstep: Class 17 contains 231694 members 
Mstep: Class 19 contains 6963 members 
Mstep: Class 20 contains 206953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194075008.000000 Penalty: 44334.984375
Iteration 27F: 20 clusters Score -1.94075e+08 nChanged 61098
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 268538 members 
Mstep: Class 2 contains 179708 members 
Mstep: Class 3 contains 145805 members 
Mstep: Class 4 contains 6833 members 
Mstep: Class 5 contains 230261 members 
Mstep: Class 6 contains 93621 members 
Mstep: Class 7 contains 160676 members 
Mstep: Class 8 contains 24579 members 
Mstep: Class 9 contains 24996 members 
Mstep: Class 10 contains 12410 members 
Mstep: Class 11 contains 2204 members 
Mstep: Class 12 contains 1470 members 
Mstep: Class 13 contains 3604 members 
Mstep: Class 14 contains 3847 members 
Mstep: Class 15 contains 11180 members 
Mstep: Class 16 contains 102823 members 
Mstep: Class 17 contains 230330 members 
Mstep: Class 19 contains 6982 members 
Mstep: Class 20 contains 212789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194091568.000000 Penalty: 44334.984375
Iteration 28Q: 20 clusters Score -1.940916e+08 nChanged 55067
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 260647 members 
Mstep: Class 2 contains 183092 members 
Mstep: Class 3 contains 144820 members 
Mstep: Class 4 contains 7972 members 
Mstep: Class 5 contains 228159 members 
Mstep: Class 6 contains 95022 members 
Mstep: Class 7 contains 163376 members 
Mstep: Class 8 contains 25276 members 
Mstep: Class 9 contains 25296 members 
Mstep: Class 10 contains 12104 members 
Mstep: Class 11 contains 2202 members 
Mstep: Class 12 contains 1464 members 
Mstep: Class 13 contains 3746 members 
Mstep: Class 14 contains 3847 members 
Mstep: Class 15 contains 11323 members 
Mstep: Class 16 contains 101244 members 
Mstep: Class 17 contains 229409 members 
Mstep: Class 19 contains 6997 members 
Mstep: Class 20 contains 216661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194109840.000000 Penalty: 44334.984375
Iteration 29Q: 20 clusters Score -1.941098e+08 nChanged 51665
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 253472 members 
Mstep: Class 2 contains 185929 members 
Mstep: Class 3 contains 143077 members 
Mstep: Class 4 contains 9265 members 
Mstep: Class 5 contains 226366 members 
Mstep: Class 6 contains 95873 members 
Mstep: Class 7 contains 168818 members 
Mstep: Class 8 contains 25916 members 
Mstep: Class 9 contains 25609 members 
Mstep: Class 10 contains 11697 members 
Mstep: Class 11 contains 2201 members 
Mstep: Class 12 contains 1463 members 
Mstep: Class 13 contains 3917 members 
Mstep: Class 14 contains 3850 members 
Mstep: Class 15 contains 11556 members 
Mstep: Class 16 contains 99660 members 
Mstep: Class 17 contains 228000 members 
Mstep: Class 19 contains 7018 members 
Mstep: Class 20 contains 218970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194126848.000000 Penalty: 44334.984375
Iteration 30Q: 20 clusters Score -1.941268e+08 nChanged 48585
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 247223 members 
Mstep: Class 2 contains 188394 members 
Mstep: Class 3 contains 141096 members 
Mstep: Class 4 contains 10795 members 
Mstep: Class 5 contains 224505 members 
Mstep: Class 6 contains 96395 members 
Mstep: Class 7 contains 176194 members 
Mstep: Class 8 contains 26530 members 
Mstep: Class 9 contains 26019 members 
Mstep: Class 10 contains 11315 members 
Mstep: Class 11 contains 2205 members 
Mstep: Class 12 contains 1461 members 
Mstep: Class 13 contains 4145 members 
Mstep: Class 14 contains 3852 members 
Mstep: Class 15 contains 11782 members 
Mstep: Class 16 contains 98045 members 
Mstep: Class 17 contains 226264 members 
Mstep: Class 19 contains 7058 members 
Mstep: Class 20 contains 219379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194141552.000000 Penalty: 44334.984375
Iteration 31Q: 20 clusters Score -1.941416e+08 nChanged 45098
Entering Unmasked Mstep 
Mstep: Class 0 contains 224 members 
Mstep: Class 1 contains 241793 members 
Mstep: Class 2 contains 190349 members 
Mstep: Class 3 contains 139499 members 
Mstep: Class 4 contains 12601 members 
Mstep: Class 5 contains 222634 members 
Mstep: Class 6 contains 96699 members 
Mstep: Class 7 contains 184488 members 
Mstep: Class 8 contains 27125 members 
Mstep: Class 9 contains 26426 members 
Mstep: Class 10 contains 10956 members 
Mstep: Class 11 contains 2205 members 
Mstep: Class 12 contains 1462 members 
Mstep: Class 13 contains 4452 members 
Mstep: Class 14 contains 3853 members 
Mstep: Class 15 contains 11960 members 
Mstep: Class 16 contains 96436 members 
Mstep: Class 17 contains 224019 members 
Mstep: Class 19 contains 7073 members 
Mstep: Class 20 contains 218628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194158560.000000 Penalty: 44334.984375
Iteration 32Q: 20 clusters Score -1.941586e+08 nChanged 41476
Entering Unmasked Mstep 
Mstep: Class 0 contains 224 members 
Mstep: Class 1 contains 237186 members 
Mstep: Class 2 contains 191723 members 
Mstep: Class 3 contains 138266 members 
Mstep: Class 4 contains 14772 members 
Mstep: Class 5 contains 220864 members 
Mstep: Class 6 contains 96798 members 
Mstep: Class 7 contains 192824 members 
Mstep: Class 8 contains 27772 members 
Mstep: Class 9 contains 26850 members 
Mstep: Class 10 contains 10630 members 
Mstep: Class 11 contains 2204 members 
Mstep: Class 12 contains 1461 members 
Mstep: Class 13 contains 4715 members 
Mstep: Class 14 contains 3851 members 
Mstep: Class 15 contains 12132 members 
Mstep: Class 16 contains 94963 members 
Mstep: Class 17 contains 221407 members 
Mstep: Class 19 contains 7091 members 
Mstep: Class 20 contains 217149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194177136.000000 Penalty: 44334.984375
Iteration 33Q: 20 clusters Score -1.941771e+08 nChanged 40055
Entering Unmasked Mstep 
Mstep: Class 0 contains 224 members 
Mstep: Class 1 contains 233316 members 
Mstep: Class 2 contains 192764 members 
Mstep: Class 3 contains 137407 members 
Mstep: Class 4 contains 17101 members 
Mstep: Class 5 contains 218602 members 
Mstep: Class 6 contains 96516 members 
Mstep: Class 7 contains 201329 members 
Mstep: Class 8 contains 28508 members 
Mstep: Class 9 contains 27353 members 
Mstep: Class 10 contains 10348 members 
Mstep: Class 11 contains 2208 members 
Mstep: Class 12 contains 1460 members 
Mstep: Class 13 contains 4965 members 
Mstep: Class 14 contains 3848 members 
Mstep: Class 15 contains 12264 members 
Mstep: Class 16 contains 93621 members 
Mstep: Class 17 contains 218627 members 
Mstep: Class 19 contains 7107 members 
Mstep: Class 20 contains 215314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194190576.000000 Penalty: 44334.984375
Iteration 34Q: 20 clusters Score -1.941906e+08 nChanged 39738
Entering Unmasked Mstep 
Mstep: Class 0 contains 224 members 
Mstep: Class 1 contains 230070 members 
Mstep: Class 2 contains 193678 members 
Mstep: Class 3 contains 136955 members 
Mstep: Class 4 contains 19474 members 
Mstep: Class 5 contains 216135 members 
Mstep: Class 6 contains 96225 members 
Mstep: Class 7 contains 208963 members 
Mstep: Class 8 contains 29303 members 
Mstep: Class 9 contains 27867 members 
Mstep: Class 10 contains 10101 members 
Mstep: Class 11 contains 2210 members 
Mstep: Class 12 contains 1459 members 
Mstep: Class 13 contains 5214 members 
Mstep: Class 14 contains 3845 members 
Mstep: Class 15 contains 12351 members 
Mstep: Class 16 contains 92321 members 
Mstep: Class 17 contains 215764 members 
Mstep: Class 19 contains 7127 members 
Mstep: Class 20 contains 213596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194202240.000000 Penalty: 44334.984375
Iteration 35Q: 20 clusters Score -1.942022e+08 nChanged 38665
Entering Unmasked Mstep 
Mstep: Class 0 contains 224 members 
Mstep: Class 1 contains 227521 members 
Mstep: Class 2 contains 194440 members 
Mstep: Class 3 contains 136910 members 
Mstep: Class 4 contains 21977 members 
Mstep: Class 5 contains 214057 members 
Mstep: Class 6 contains 95815 members 
Mstep: Class 7 contains 214401 members 
Mstep: Class 8 contains 30149 members 
Mstep: Class 9 contains 28429 members 
Mstep: Class 10 contains 9888 members 
Mstep: Class 11 contains 2211 members 
Mstep: Class 12 contains 1459 members 
Mstep: Class 13 contains 5463 members 
Mstep: Class 14 contains 3841 members 
Mstep: Class 15 contains 12362 members 
Mstep: Class 16 contains 91169 members 
Mstep: Class 17 contains 213322 members 
Mstep: Class 19 contains 7169 members 
Mstep: Class 20 contains 212075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194210432.000000 Penalty: 44334.984375
Iteration 36Q: 20 clusters Score -1.942104e+08 nChanged 37218
Entering Unmasked Mstep 
Mstep: Class 0 contains 224 members 
Mstep: Class 1 contains 225549 members 
Mstep: Class 2 contains 195084 members 
Mstep: Class 3 contains 137121 members 
Mstep: Class 4 contains 24598 members 
Mstep: Class 5 contains 212538 members 
Mstep: Class 6 contains 95404 members 
Mstep: Class 7 contains 217272 members 
Mstep: Class 8 contains 30934 members 
Mstep: Class 9 contains 29089 members 
Mstep: Class 10 contains 9712 members 
Mstep: Class 11 contains 2212 members 
Mstep: Class 12 contains 1460 members 
Mstep: Class 13 contains 5690 members 
Mstep: Class 14 contains 3837 members 
Mstep: Class 15 contains 12336 members 
Mstep: Class 16 contains 90098 members 
Mstep: Class 17 contains 210876 members 
Mstep: Class 19 contains 7224 members 
Mstep: Class 20 contains 211624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194215120.000000 Penalty: 44334.984375
Iteration 37Q: 20 clusters Score -1.942151e+08 nChanged 34547
Entering Unmasked Mstep 
Mstep: Class 0 contains 224 members 
Mstep: Class 1 contains 224151 members 
Mstep: Class 2 contains 195608 members 
Mstep: Class 3 contains 137397 members 
Mstep: Class 4 contains 27342 members 
Mstep: Class 5 contains 211000 members 
Mstep: Class 6 contains 95176 members 
Mstep: Class 7 contains 217835 members 
Mstep: Class 8 contains 31660 members 
Mstep: Class 9 contains 29714 members 
Mstep: Class 10 contains 9601 members 
Mstep: Class 11 contains 2212 members 
Mstep: Class 12 contains 1460 members 
Mstep: Class 13 contains 5895 members 
Mstep: Class 14 contains 3830 members 
Mstep: Class 15 contains 12280 members 
Mstep: Class 16 contains 89166 members 
Mstep: Class 17 contains 208953 members 
Mstep: Class 19 contains 7294 members 
Mstep: Class 20 contains 212084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194218224.000000 Penalty: 44334.984375
Iteration 38Q: 20 clusters Score -1.942182e+08 nChanged 31781
Entering ConstructFrom: 
Score: -194218224.000000 Penalty: 44334.984375
Entering ConstructFrom: 
Trying to split cluster 1 (223124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223124 members 
Entering Unmasked Estep 
Score: -25956172.000000 Penalty: 2001.265991
	Iteration 0F: 2 clusters Score -2.595617e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111483 members 
Mstep: Class 2 contains 111641 members 
Entering Unmasked Estep 
Score: -25860960.000000 Penalty: 4002.531982
	Iteration 0F: 3 clusters Score -2.586096e+07 nChanged 108349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113140 members 
Mstep: Class 2 contains 109984 members 
Entering Unmasked Estep 
Score: -25924464.000000 Penalty: 4002.531982
	Iteration 1F: 3 clusters Score -2.592446e+07 nChanged 8411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114647 members 
Mstep: Class 2 contains 108477 members 
Entering Unmasked Estep 
Score: -25925514.000000 Penalty: 4002.531982
	Iteration 2Q: 3 clusters Score -2.592551e+07 nChanged 8387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116448 members 
Mstep: Class 2 contains 106676 members 
Entering Unmasked Estep 
Score: -25926960.000000 Penalty: 4002.531982
	Iteration 3Q: 3 clusters Score -2.592696e+07 nChanged 9320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118346 members 
Mstep: Class 2 contains 104778 members 
Entering Unmasked Estep 
Score: -25929694.000000 Penalty: 4002.531982
	Iteration 4Q: 3 clusters Score -2.592969e+07 nChanged 11118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120010 members 
Mstep: Class 2 contains 103114 members 
Entering Unmasked Estep 
Score: -25934444.000000 Penalty: 4002.531982
	Iteration 5Q: 3 clusters Score -2.593444e+07 nChanged 13703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121025 members 
Mstep: Class 2 contains 102099 members 
Entering Unmasked Estep 
Score: -25943642.000000 Penalty: 4002.531982
	Iteration 6F: 3 clusters Score -2.594364e+07 nChanged 16357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120828 members 
Mstep: Class 2 contains 102296 members 
Entering Unmasked Estep 
Score: -25957338.000000 Penalty: 4002.531982
	Iteration 7F: 3 clusters Score -2.595734e+07 nChanged 16752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119822 members 
Mstep: Class 2 contains 103302 members 
Entering Unmasked Estep 
Score: -25969490.000000 Penalty: 4002.531982
	Iteration 8F: 3 clusters Score -2.596949e+07 nChanged 12648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118638 members 
Mstep: Class 2 contains 104486 members 
Entering Unmasked Estep 
Score: -25974706.000000 Penalty: 4002.531982
	Iteration 9F: 3 clusters Score -2.597471e+07 nChanged 7661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117773 members 
Mstep: Class 2 contains 105351 members 
Entering Unmasked Estep 
Score: -25976860.000000 Penalty: 4002.531982
	Iteration 10Q: 3 clusters Score -2.597686e+07 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117253 members 
Mstep: Class 2 contains 105871 members 
Entering Unmasked Estep 
Score: -25978032.000000 Penalty: 4002.531982
	Iteration 11Q: 3 clusters Score -2.597803e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116930 members 
Mstep: Class 2 contains 106194 members 
Entering Unmasked Estep 
Score: -25979414.000000 Penalty: 4002.531982
	Iteration 12Q: 3 clusters Score -2.597941e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116851 members 
Mstep: Class 2 contains 106273 members 
Entering Unmasked Estep 
Score: -25980706.000000 Penalty: 4002.531982
	Iteration 13Q: 3 clusters Score -2.598071e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116988 members 
Mstep: Class 2 contains 106136 members 
Entering Unmasked Estep 
Score: -25981654.000000 Penalty: 4002.531982
	Iteration 14Q: 3 clusters Score -2.598165e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117268 members 
Mstep: Class 2 contains 105856 members 
Entering Unmasked Estep 
Score: -25982724.000000 Penalty: 4002.531982
	Iteration 15Q: 3 clusters Score -2.598272e+07 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117675 members 
Mstep: Class 2 contains 105449 members 
Entering Unmasked Estep 
Score: -25983590.000000 Penalty: 4002.531982
	Iteration 16Q: 3 clusters Score -2.598359e+07 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118252 members 
Mstep: Class 2 contains 104872 members 
Entering Unmasked Estep 
Score: -25984334.000000 Penalty: 4002.531982
	Iteration 17Q: 3 clusters Score -2.598433e+07 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118802 members 
Mstep: Class 2 contains 104322 members 
Entering Unmasked Estep 
Score: -25985056.000000 Penalty: 4002.531982
	Iteration 18Q: 3 clusters Score -2.598506e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119401 members 
Mstep: Class 2 contains 103723 members 
Entering Unmasked Estep 
Score: -25985536.000000 Penalty: 4002.531982
	Iteration 19Q: 3 clusters Score -2.598554e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120146 members 
Mstep: Class 2 contains 102978 members 
Entering Unmasked Estep 
Score: -25985730.000000 Penalty: 4002.531982
	Iteration 20F: 3 clusters Score -2.598573e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121014 members 
Mstep: Class 2 contains 102110 members 
Entering Unmasked Estep 
Score: -25986112.000000 Penalty: 4002.531982
	Iteration 21Q: 3 clusters Score -2.598611e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121838 members 
Mstep: Class 2 contains 101286 members 
Entering Unmasked Estep 
Score: -25986448.000000 Penalty: 4002.531982
	Iteration 22Q: 3 clusters Score -2.598645e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122516 members 
Mstep: Class 2 contains 100608 members 
Entering Unmasked Estep 
Score: -25986710.000000 Penalty: 4002.531982
	Iteration 23Q: 3 clusters Score -2.598671e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123085 members 
Mstep: Class 2 contains 100039 members 
Entering Unmasked Estep 
Score: -25987014.000000 Penalty: 4002.531982
	Iteration 24Q: 3 clusters Score -2.598701e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123519 members 
Mstep: Class 2 contains 99605 members 
Entering Unmasked Estep 
Score: -25987226.000000 Penalty: 4002.531982
	Iteration 25Q: 3 clusters Score -2.598723e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123881 members 
Mstep: Class 2 contains 99243 members 
Entering Unmasked Estep 
Score: -25987398.000000 Penalty: 4002.531982
	Iteration 26Q: 3 clusters Score -2.59874e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124212 members 
Mstep: Class 2 contains 98912 members 
Entering Unmasked Estep 
Score: -25987518.000000 Penalty: 4002.531982
	Iteration 27Q: 3 clusters Score -2.598752e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124379 members 
Mstep: Class 2 contains 98745 members 
Entering Unmasked Estep 
Score: -25987690.000000 Penalty: 4002.531982
	Iteration 28Q: 3 clusters Score -2.598769e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124609 members 
Mstep: Class 2 contains 98515 members 
Entering Unmasked Estep 
Score: -25987886.000000 Penalty: 4002.531982
	Iteration 29Q: 3 clusters Score -2.598789e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124811 members 
Mstep: Class 2 contains 98313 members 
Entering Unmasked Estep 
Score: -25987956.000000 Penalty: 4002.531982
	Iteration 30Q: 3 clusters Score -2.598796e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124938 members 
Mstep: Class 2 contains 98186 members 
Entering Unmasked Estep 
Score: -25987986.000000 Penalty: 4002.531982
	Iteration 31Q: 3 clusters Score -2.598799e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125040 members 
Mstep: Class 2 contains 98084 members 
Entering Unmasked Estep 
Score: -25988100.000000 Penalty: 4002.531982
	Iteration 32Q: 3 clusters Score -2.59881e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125109 members 
Mstep: Class 2 contains 98015 members 
Entering Unmasked Estep 
Score: -25988058.000000 Penalty: 4002.531982
	Iteration 33Q: 3 clusters Score -2.598806e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125150 members 
Mstep: Class 2 contains 97974 members 
Entering Unmasked Estep 
Score: -25988090.000000 Penalty: 4002.531982
	Iteration 34Q: 3 clusters Score -2.598809e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125204 members 
Mstep: Class 2 contains 97920 members 
Entering Unmasked Estep 
Score: -25988104.000000 Penalty: 4002.531982
	Iteration 35Q: 3 clusters Score -2.59881e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125225 members 
Mstep: Class 2 contains 97899 members 
Entering Unmasked Estep 
Score: -25988146.000000 Penalty: 4002.531982
	Iteration 36Q: 3 clusters Score -2.598815e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125248 members 
Mstep: Class 2 contains 97876 members 
Entering Unmasked Estep 
Score: -25988168.000000 Penalty: 4002.531982
	Iteration 37Q: 3 clusters Score -2.598817e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125292 members 
Mstep: Class 2 contains 97832 members 
Entering Unmasked Estep 
Score: -25988096.000000 Penalty: 4002.531982
	Iteration 38Q: 3 clusters Score -2.59881e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125354 members 
Mstep: Class 2 contains 97770 members 
Entering Unmasked Estep 
Score: -25988116.000000 Penalty: 4002.531982
	Iteration 39Q: 3 clusters Score -2.598812e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125348 members 
Mstep: Class 2 contains 97776 members 
Entering Unmasked Estep 
Score: -25988110.000000 Penalty: 4002.531982
	Iteration 40F: 3 clusters Score -2.598811e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125329 members 
Mstep: Class 2 contains 97795 members 
Entering Unmasked Estep 
Score: -25988062.000000 Penalty: 4002.531982
	Iteration 41Q: 3 clusters Score -2.598806e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125298 members 
Mstep: Class 2 contains 97826 members 
Entering Unmasked Estep 
Score: -25988114.000000 Penalty: 4002.531982
	Iteration 42Q: 3 clusters Score -2.598811e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125279 members 
Mstep: Class 2 contains 97845 members 
Entering Unmasked Estep 
Score: -25988082.000000 Penalty: 4002.531982
	Iteration 43Q: 3 clusters Score -2.598808e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125270 members 
Mstep: Class 2 contains 97854 members 
Entering Unmasked Estep 
Score: -25988140.000000 Penalty: 4002.531982
	Iteration 44Q: 3 clusters Score -2.598814e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125262 members 
Mstep: Class 2 contains 97862 members 
Entering Unmasked Estep 
Score: -25988122.000000 Penalty: 4002.531982
	Iteration 45Q: 3 clusters Score -2.598812e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125244 members 
Mstep: Class 2 contains 97880 members 
Entering Unmasked Estep 
Score: -25988142.000000 Penalty: 4002.531982
	Iteration 46Q: 3 clusters Score -2.598814e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125240 members 
Mstep: Class 2 contains 97884 members 
Entering Unmasked Estep 
Score: -25988124.000000 Penalty: 4002.531982
	Iteration 47Q: 3 clusters Score -2.598812e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125219 members 
Mstep: Class 2 contains 97905 members 
Entering Unmasked Estep 
Score: -25988126.000000 Penalty: 4002.531982
	Iteration 48Q: 3 clusters Score -2.598813e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125191 members 
Mstep: Class 2 contains 97933 members 
Entering Unmasked Estep 
Score: -25988150.000000 Penalty: 4002.531982
	Iteration 49Q: 3 clusters Score -2.598815e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125181 members 
Mstep: Class 2 contains 97943 members 
Entering Unmasked Estep 
Score: -25988200.000000 Penalty: 4002.531982
	Iteration 50Q: 3 clusters Score -2.59882e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125169 members 
Mstep: Class 2 contains 97955 members 
Entering Unmasked Estep 
Score: -25988208.000000 Penalty: 4002.531982
	Iteration 51Q: 3 clusters Score -2.598821e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125151 members 
Mstep: Class 2 contains 97973 members 
Entering Unmasked Estep 
Score: -25988204.000000 Penalty: 4002.531982
	Iteration 52Q: 3 clusters Score -2.59882e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125128 members 
Mstep: Class 2 contains 97996 members 
Entering Unmasked Estep 
Score: -25988236.000000 Penalty: 4002.531982
	Iteration 53Q: 3 clusters Score -2.598824e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125115 members 
Mstep: Class 2 contains 98009 members 
Entering Unmasked Estep 
Score: -25988242.000000 Penalty: 4002.531982
	Iteration 54Q: 3 clusters Score -2.598824e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125111 members 
Mstep: Class 2 contains 98013 members 
Entering Unmasked Estep 
Score: -25988268.000000 Penalty: 4002.531982
	Iteration 55Q: 3 clusters Score -2.598827e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125111 members 
Mstep: Class 2 contains 98013 members 
Entering Unmasked Estep 
Score: -25988252.000000 Penalty: 4002.531982
	Iteration 56Q: 3 clusters Score -2.598825e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125121 members 
Mstep: Class 2 contains 98003 members 
Entering Unmasked Estep 
Score: -25988282.000000 Penalty: 4002.531982
	Iteration 57Q: 3 clusters Score -2.598828e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125131 members 
Mstep: Class 2 contains 97993 members 
Entering Unmasked Estep 
Score: -25988296.000000 Penalty: 4002.531982
	Iteration 58Q: 3 clusters Score -2.59883e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125167 members 
Mstep: Class 2 contains 97957 members 
Entering Unmasked Estep 
Score: -25988266.000000 Penalty: 4002.531982
	Iteration 59Q: 3 clusters Score -2.598827e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125214 members 
Mstep: Class 2 contains 97910 members 
Entering Unmasked Estep 
Score: -25988304.000000 Penalty: 4002.531982
	Iteration 60F: 3 clusters Score -2.59883e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125237 members 
Mstep: Class 2 contains 97887 members 
Entering Unmasked Estep 
Score: -25988292.000000 Penalty: 4002.531982
	Iteration 61Q: 3 clusters Score -2.598829e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125246 members 
Mstep: Class 2 contains 97878 members 
Entering Unmasked Estep 
Score: -25988328.000000 Penalty: 4002.531982
	Iteration 62Q: 3 clusters Score -2.598833e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125237 members 
Mstep: Class 2 contains 97887 members 
Entering Unmasked Estep 
Score: -25988322.000000 Penalty: 4002.531982
	Iteration 63Q: 3 clusters Score -2.598832e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125219 members 
Mstep: Class 2 contains 97905 members 
Entering Unmasked Estep 
Score: -25988334.000000 Penalty: 4002.531982
	Iteration 64Q: 3 clusters Score -2.598833e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125211 members 
Mstep: Class 2 contains 97913 members 
Entering Unmasked Estep 
Score: -25988290.000000 Penalty: 4002.531982
	Iteration 65Q: 3 clusters Score -2.598829e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125197 members 
Mstep: Class 2 contains 97927 members 
Entering Unmasked Estep 
Score: -25988320.000000 Penalty: 4002.531982
	Iteration 66Q: 3 clusters Score -2.598832e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125186 members 
Mstep: Class 2 contains 97938 members 
Entering Unmasked Estep 
Score: -25988346.000000 Penalty: 4002.531982
	Iteration 67Q: 3 clusters Score -2.598835e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125164 members 
Mstep: Class 2 contains 97960 members 
Entering Unmasked Estep 
Score: -25988378.000000 Penalty: 4002.531982
	Iteration 68Q: 3 clusters Score -2.598838e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125148 members 
Mstep: Class 2 contains 97976 members 
Entering Unmasked Estep 
Score: -25988356.000000 Penalty: 4002.531982
	Iteration 69Q: 3 clusters Score -2.598836e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125139 members 
Mstep: Class 2 contains 97985 members 
Entering Unmasked Estep 
Score: -25988374.000000 Penalty: 4002.531982
	Iteration 70Q: 3 clusters Score -2.598837e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125131 members 
Mstep: Class 2 contains 97993 members 
Entering Unmasked Estep 
Score: -25988388.000000 Penalty: 4002.531982
	Iteration 71Q: 3 clusters Score -2.598839e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125125 members 
Mstep: Class 2 contains 97999 members 
Entering Unmasked Estep 
Score: -25988404.000000 Penalty: 4002.531982
	Iteration 72Q: 3 clusters Score -2.59884e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125118 members 
Mstep: Class 2 contains 98006 members 
Entering Unmasked Estep 
Score: -25988418.000000 Penalty: 4002.531982
	Iteration 73Q: 3 clusters Score -2.598842e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125112 members 
Mstep: Class 2 contains 98012 members 
Entering Unmasked Estep 
Score: -25988420.000000 Penalty: 4002.531982
	Iteration 74Q: 3 clusters Score -2.598842e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125107 members 
Mstep: Class 2 contains 98017 members 
Entering Unmasked Estep 
Score: -25988430.000000 Penalty: 4002.531982
	Iteration 75Q: 3 clusters Score -2.598843e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125101 members 
Mstep: Class 2 contains 98023 members 
Entering Unmasked Estep 
Score: -25988432.000000 Penalty: 4002.531982
	Iteration 76Q: 3 clusters Score -2.598843e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125096 members 
Mstep: Class 2 contains 98028 members 
Entering Unmasked Estep 
Score: -25988428.000000 Penalty: 4002.531982
	Iteration 77Q: 3 clusters Score -2.598843e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125092 members 
Mstep: Class 2 contains 98032 members 
Entering Unmasked Estep 
Score: -25988416.000000 Penalty: 4002.531982
	Iteration 78Q: 3 clusters Score -2.598842e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125091 members 
Mstep: Class 2 contains 98033 members 
Entering Unmasked Estep 
Score: -25988434.000000 Penalty: 4002.531982
	Iteration 79Q: 3 clusters Score -2.598843e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125097 members 
Mstep: Class 2 contains 98027 members 
Entering Unmasked Estep 
Score: -25988422.000000 Penalty: 4002.531982
	Iteration 80F: 3 clusters Score -2.598842e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125105 members 
Mstep: Class 2 contains 98019 members 
Entering Unmasked Estep 
Score: -25988414.000000 Penalty: 4002.531982
	Iteration 81Q: 3 clusters Score -2.598841e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125115 members 
Mstep: Class 2 contains 98009 members 
Entering Unmasked Estep 
Score: -25988412.000000 Penalty: 4002.531982
	Iteration 82Q: 3 clusters Score -2.598841e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125116 members 
Mstep: Class 2 contains 98008 members 
Entering Unmasked Estep 
Score: -25988396.000000 Penalty: 4002.531982
	Iteration 83Q: 3 clusters Score -2.59884e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125106 members 
Mstep: Class 2 contains 98018 members 
Entering Unmasked Estep 
Score: -25988398.000000 Penalty: 4002.531982
	Iteration 84Q: 3 clusters Score -2.59884e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125108 members 
Mstep: Class 2 contains 98016 members 
Entering Unmasked Estep 
Score: -25988402.000000 Penalty: 4002.531982
	Iteration 85Q: 3 clusters Score -2.59884e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125108 members 
Mstep: Class 2 contains 98016 members 
Entering Unmasked Estep 
Score: -25988408.000000 Penalty: 4002.531982
	Iteration 86Q: 3 clusters Score -2.598841e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125110 members 
Mstep: Class 2 contains 98014 members 
Entering Unmasked Estep 
Score: -25988402.000000 Penalty: 4002.531982
	Iteration 87Q: 3 clusters Score -2.59884e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125110 members 
Mstep: Class 2 contains 98014 members 
Entering Unmasked Estep 
Score: -25988394.000000 Penalty: 4002.531982
	Iteration 88Q: 3 clusters Score -2.598839e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125109 members 
Mstep: Class 2 contains 98015 members 
Entering Unmasked Estep 
Score: -25988390.000000 Penalty: 4002.531982
	Iteration 89Q: 3 clusters Score -2.598839e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125112 members 
Mstep: Class 2 contains 98012 members 
Entering Unmasked Estep 
Score: -25988378.000000 Penalty: 4002.531982
	Iteration 90Q: 3 clusters Score -2.598838e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125112 members 
Mstep: Class 2 contains 98012 members 
Entering Unmasked Estep 
Score: -25988378.000000 Penalty: 4002.531982
	Iteration 91F: 3 clusters Score -2.598838e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 224 members 
Mstep: Class 1 contains 125112 members 
Mstep: Class 2 contains 195960 members 
Mstep: Class 3 contains 137610 members 
Mstep: Class 4 contains 30255 members 
Mstep: Class 5 contains 209654 members 
Mstep: Class 6 contains 95099 members 
Mstep: Class 7 contains 216800 members 
Mstep: Class 8 contains 32328 members 
Mstep: Class 9 contains 30306 members 
Mstep: Class 10 contains 9492 members 
Mstep: Class 11 contains 2212 members 
Mstep: Class 12 contains 1460 members 
Mstep: Class 13 contains 6027 members 
Mstep: Class 14 contains 3830 members 
Mstep: Class 15 contains 12183 members 
Mstep: Class 16 contains 88410 members 
Mstep: Class 17 contains 207599 members 
Mstep: Class 18 contains 98012 members 
Mstep: Class 19 contains 7366 members 
Mstep: Class 20 contains 212943 members 
Entering Unmasked Estep 
Score: -194251264.000000 Penalty: 46668.406250
Splitting cluster 1 changes total score from -194218224.000000 to -194251264.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 2 (195960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195960 members 
Entering Unmasked Estep 
Score: -22482770.000000 Penalty: 1980.170776
	Iteration 0F: 2 clusters Score -2.248277e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98014 members 
Mstep: Class 2 contains 97946 members 
Entering Unmasked Estep 
Score: -22374246.000000 Penalty: 3960.341553
	Iteration 0F: 3 clusters Score -2.237425e+07 nChanged 94896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98006 members 
Mstep: Class 2 contains 97954 members 
Entering Unmasked Estep 
Score: -22430590.000000 Penalty: 3960.341553
	Iteration 1F: 3 clusters Score -2.243059e+07 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98140 members 
Mstep: Class 2 contains 97820 members 
Entering Unmasked Estep 
Score: -22431726.000000 Penalty: 3960.341553
	Iteration 2Q: 3 clusters Score -2.243173e+07 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98559 members 
Mstep: Class 2 contains 97401 members 
Entering Unmasked Estep 
Score: -22433206.000000 Penalty: 3960.341553
	Iteration 3Q: 3 clusters Score -2.243321e+07 nChanged 6914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99431 members 
Mstep: Class 2 contains 96529 members 
Entering Unmasked Estep 
Score: -22435166.000000 Penalty: 3960.341553
	Iteration 4Q: 3 clusters Score -2.243517e+07 nChanged 8049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100820 members 
Mstep: Class 2 contains 95140 members 
Entering Unmasked Estep 
Score: -22438310.000000 Penalty: 3960.341553
	Iteration 5Q: 3 clusters Score -2.243831e+07 nChanged 9633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103021 members 
Mstep: Class 2 contains 92939 members 
Entering Unmasked Estep 
Score: -22442668.000000 Penalty: 3960.341553
	Iteration 6Q: 3 clusters Score -2.244267e+07 nChanged 11627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105958 members 
Mstep: Class 2 contains 90002 members 
Entering Unmasked Estep 
Score: -22449564.000000 Penalty: 3960.341553
	Iteration 7F: 3 clusters Score -2.244956e+07 nChanged 13311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108885 members 
Mstep: Class 2 contains 87075 members 
Entering Unmasked Estep 
Score: -22459360.000000 Penalty: 3960.341553
	Iteration 8F: 3 clusters Score -2.245936e+07 nChanged 13512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111239 members 
Mstep: Class 2 contains 84721 members 
Entering Unmasked Estep 
Score: -22469114.000000 Penalty: 3960.341553
	Iteration 9F: 3 clusters Score -2.246911e+07 nChanged 11466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112477 members 
Mstep: Class 2 contains 83483 members 
Entering Unmasked Estep 
Score: -22475408.000000 Penalty: 3960.341553
	Iteration 10F: 3 clusters Score -2.247541e+07 nChanged 7370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112977 members 
Mstep: Class 2 contains 82983 members 
Entering Unmasked Estep 
Score: -22477306.000000 Penalty: 3960.341553
	Iteration 11Q: 3 clusters Score -2.247731e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113160 members 
Mstep: Class 2 contains 82800 members 
Entering Unmasked Estep 
Score: -22477912.000000 Penalty: 3960.341553
	Iteration 12Q: 3 clusters Score -2.247791e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113258 members 
Mstep: Class 2 contains 82702 members 
Entering Unmasked Estep 
Score: -22478358.000000 Penalty: 3960.341553
	Iteration 13Q: 3 clusters Score -2.247836e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113299 members 
Mstep: Class 2 contains 82661 members 
Entering Unmasked Estep 
Score: -22478626.000000 Penalty: 3960.341553
	Iteration 14Q: 3 clusters Score -2.247863e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113315 members 
Mstep: Class 2 contains 82645 members 
Entering Unmasked Estep 
Score: -22478832.000000 Penalty: 3960.341553
	Iteration 15Q: 3 clusters Score -2.247883e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113315 members 
Mstep: Class 2 contains 82645 members 
Entering Unmasked Estep 
Score: -22478932.000000 Penalty: 3960.341553
	Iteration 16Q: 3 clusters Score -2.247893e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113272 members 
Mstep: Class 2 contains 82688 members 
Entering Unmasked Estep 
Score: -22479064.000000 Penalty: 3960.341553
	Iteration 17Q: 3 clusters Score -2.247906e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113180 members 
Mstep: Class 2 contains 82780 members 
Entering Unmasked Estep 
Score: -22479226.000000 Penalty: 3960.341553
	Iteration 18Q: 3 clusters Score -2.247923e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113149 members 
Mstep: Class 2 contains 82811 members 
Entering Unmasked Estep 
Score: -22479412.000000 Penalty: 3960.341553
	Iteration 19Q: 3 clusters Score -2.247941e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113120 members 
Mstep: Class 2 contains 82840 members 
Entering Unmasked Estep 
Score: -22479362.000000 Penalty: 3960.341553
	Iteration 20F: 3 clusters Score -2.247936e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113097 members 
Mstep: Class 2 contains 82863 members 
Entering Unmasked Estep 
Score: -22479450.000000 Penalty: 3960.341553
	Iteration 21Q: 3 clusters Score -2.247945e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113016 members 
Mstep: Class 2 contains 82944 members 
Entering Unmasked Estep 
Score: -22479520.000000 Penalty: 3960.341553
	Iteration 22Q: 3 clusters Score -2.247952e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112884 members 
Mstep: Class 2 contains 83076 members 
Entering Unmasked Estep 
Score: -22479496.000000 Penalty: 3960.341553
	Iteration 23Q: 3 clusters Score -2.24795e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112764 members 
Mstep: Class 2 contains 83196 members 
Entering Unmasked Estep 
Score: -22479436.000000 Penalty: 3960.341553
	Iteration 24Q: 3 clusters Score -2.247944e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112586 members 
Mstep: Class 2 contains 83374 members 
Entering Unmasked Estep 
Score: -22479396.000000 Penalty: 3960.341553
	Iteration 25Q: 3 clusters Score -2.24794e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112373 members 
Mstep: Class 2 contains 83587 members 
Entering Unmasked Estep 
Score: -22479400.000000 Penalty: 3960.341553
	Iteration 26Q: 3 clusters Score -2.24794e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112129 members 
Mstep: Class 2 contains 83831 members 
Entering Unmasked Estep 
Score: -22479304.000000 Penalty: 3960.341553
	Iteration 27Q: 3 clusters Score -2.24793e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111860 members 
Mstep: Class 2 contains 84100 members 
Entering Unmasked Estep 
Score: -22479278.000000 Penalty: 3960.341553
	Iteration 28Q: 3 clusters Score -2.247928e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111560 members 
Mstep: Class 2 contains 84400 members 
Entering Unmasked Estep 
Score: -22479288.000000 Penalty: 3960.341553
	Iteration 29Q: 3 clusters Score -2.247929e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111268 members 
Mstep: Class 2 contains 84692 members 
Entering Unmasked Estep 
Score: -22479312.000000 Penalty: 3960.341553
	Iteration 30Q: 3 clusters Score -2.247931e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110998 members 
Mstep: Class 2 contains 84962 members 
Entering Unmasked Estep 
Score: -22479372.000000 Penalty: 3960.341553
	Iteration 31Q: 3 clusters Score -2.247937e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110737 members 
Mstep: Class 2 contains 85223 members 
Entering Unmasked Estep 
Score: -22479398.000000 Penalty: 3960.341553
	Iteration 32Q: 3 clusters Score -2.24794e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110446 members 
Mstep: Class 2 contains 85514 members 
Entering Unmasked Estep 
Score: -22479350.000000 Penalty: 3960.341553
	Iteration 33Q: 3 clusters Score -2.247935e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110186 members 
Mstep: Class 2 contains 85774 members 
Entering Unmasked Estep 
Score: -22479354.000000 Penalty: 3960.341553
	Iteration 34Q: 3 clusters Score -2.247935e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109924 members 
Mstep: Class 2 contains 86036 members 
Entering Unmasked Estep 
Score: -22479350.000000 Penalty: 3960.341553
	Iteration 35Q: 3 clusters Score -2.247935e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109672 members 
Mstep: Class 2 contains 86288 members 
Entering Unmasked Estep 
Score: -22479424.000000 Penalty: 3960.341553
	Iteration 36Q: 3 clusters Score -2.247942e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109450 members 
Mstep: Class 2 contains 86510 members 
Entering Unmasked Estep 
Score: -22479430.000000 Penalty: 3960.341553
	Iteration 37Q: 3 clusters Score -2.247943e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109208 members 
Mstep: Class 2 contains 86752 members 
Entering Unmasked Estep 
Score: -22479470.000000 Penalty: 3960.341553
	Iteration 38Q: 3 clusters Score -2.247947e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108992 members 
Mstep: Class 2 contains 86968 members 
Entering Unmasked Estep 
Score: -22479508.000000 Penalty: 3960.341553
	Iteration 39Q: 3 clusters Score -2.247951e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108803 members 
Mstep: Class 2 contains 87157 members 
Entering Unmasked Estep 
Score: -22479566.000000 Penalty: 3960.341553
	Iteration 40F: 3 clusters Score -2.247957e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108606 members 
Mstep: Class 2 contains 87354 members 
Entering Unmasked Estep 
Score: -22479592.000000 Penalty: 3960.341553
	Iteration 41Q: 3 clusters Score -2.247959e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108411 members 
Mstep: Class 2 contains 87549 members 
Entering Unmasked Estep 
Score: -22479602.000000 Penalty: 3960.341553
	Iteration 42Q: 3 clusters Score -2.24796e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108213 members 
Mstep: Class 2 contains 87747 members 
Entering Unmasked Estep 
Score: -22479632.000000 Penalty: 3960.341553
	Iteration 43Q: 3 clusters Score -2.247963e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108000 members 
Mstep: Class 2 contains 87960 members 
Entering Unmasked Estep 
Score: -22479684.000000 Penalty: 3960.341553
	Iteration 44Q: 3 clusters Score -2.247968e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107771 members 
Mstep: Class 2 contains 88189 members 
Entering Unmasked Estep 
Score: -22479644.000000 Penalty: 3960.341553
	Iteration 45Q: 3 clusters Score -2.247964e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107534 members 
Mstep: Class 2 contains 88426 members 
Entering Unmasked Estep 
Score: -22479634.000000 Penalty: 3960.341553
	Iteration 46Q: 3 clusters Score -2.247963e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107309 members 
Mstep: Class 2 contains 88651 members 
Entering Unmasked Estep 
Score: -22479662.000000 Penalty: 3960.341553
	Iteration 47Q: 3 clusters Score -2.247966e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107084 members 
Mstep: Class 2 contains 88876 members 
Entering Unmasked Estep 
Score: -22479700.000000 Penalty: 3960.341553
	Iteration 48Q: 3 clusters Score -2.24797e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106901 members 
Mstep: Class 2 contains 89059 members 
Entering Unmasked Estep 
Score: -22479722.000000 Penalty: 3960.341553
	Iteration 49Q: 3 clusters Score -2.247972e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106733 members 
Mstep: Class 2 contains 89227 members 
Entering Unmasked Estep 
Score: -22479734.000000 Penalty: 3960.341553
	Iteration 50Q: 3 clusters Score -2.247973e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106581 members 
Mstep: Class 2 contains 89379 members 
Entering Unmasked Estep 
Score: -22479742.000000 Penalty: 3960.341553
	Iteration 51Q: 3 clusters Score -2.247974e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106429 members 
Mstep: Class 2 contains 89531 members 
Entering Unmasked Estep 
Score: -22479758.000000 Penalty: 3960.341553
	Iteration 52Q: 3 clusters Score -2.247976e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106280 members 
Mstep: Class 2 contains 89680 members 
Entering Unmasked Estep 
Score: -22479812.000000 Penalty: 3960.341553
	Iteration 53Q: 3 clusters Score -2.247981e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106158 members 
Mstep: Class 2 contains 89802 members 
Entering Unmasked Estep 
Score: -22479804.000000 Penalty: 3960.341553
	Iteration 54Q: 3 clusters Score -2.24798e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106034 members 
Mstep: Class 2 contains 89926 members 
Entering Unmasked Estep 
Score: -22479804.000000 Penalty: 3960.341553
	Iteration 55Q: 3 clusters Score -2.24798e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105906 members 
Mstep: Class 2 contains 90054 members 
Entering Unmasked Estep 
Score: -22479836.000000 Penalty: 3960.341553
	Iteration 56Q: 3 clusters Score -2.247984e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105783 members 
Mstep: Class 2 contains 90177 members 
Entering Unmasked Estep 
Score: -22479818.000000 Penalty: 3960.341553
	Iteration 57Q: 3 clusters Score -2.247982e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105650 members 
Mstep: Class 2 contains 90310 members 
Entering Unmasked Estep 
Score: -22479790.000000 Penalty: 3960.341553
	Iteration 58Q: 3 clusters Score -2.247979e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105525 members 
Mstep: Class 2 contains 90435 members 
Entering Unmasked Estep 
Score: -22479760.000000 Penalty: 3960.341553
	Iteration 59Q: 3 clusters Score -2.247976e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105395 members 
Mstep: Class 2 contains 90565 members 
Entering Unmasked Estep 
Score: -22479762.000000 Penalty: 3960.341553
	Iteration 60F: 3 clusters Score -2.247976e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105291 members 
Mstep: Class 2 contains 90669 members 
Entering Unmasked Estep 
Score: -22479792.000000 Penalty: 3960.341553
	Iteration 61Q: 3 clusters Score -2.247979e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105202 members 
Mstep: Class 2 contains 90758 members 
Entering Unmasked Estep 
Score: -22479788.000000 Penalty: 3960.341553
	Iteration 62Q: 3 clusters Score -2.247979e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105107 members 
Mstep: Class 2 contains 90853 members 
Entering Unmasked Estep 
Score: -22479812.000000 Penalty: 3960.341553
	Iteration 63Q: 3 clusters Score -2.247981e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104989 members 
Mstep: Class 2 contains 90971 members 
Entering Unmasked Estep 
Score: -22479800.000000 Penalty: 3960.341553
	Iteration 64Q: 3 clusters Score -2.24798e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104881 members 
Mstep: Class 2 contains 91079 members 
Entering Unmasked Estep 
Score: -22479848.000000 Penalty: 3960.341553
	Iteration 65Q: 3 clusters Score -2.247985e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104785 members 
Mstep: Class 2 contains 91175 members 
Entering Unmasked Estep 
Score: -22479818.000000 Penalty: 3960.341553
	Iteration 66Q: 3 clusters Score -2.247982e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104700 members 
Mstep: Class 2 contains 91260 members 
Entering Unmasked Estep 
Score: -22479824.000000 Penalty: 3960.341553
	Iteration 67Q: 3 clusters Score -2.247982e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104637 members 
Mstep: Class 2 contains 91323 members 
Entering Unmasked Estep 
Score: -22479838.000000 Penalty: 3960.341553
	Iteration 68Q: 3 clusters Score -2.247984e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104566 members 
Mstep: Class 2 contains 91394 members 
Entering Unmasked Estep 
Score: -22479840.000000 Penalty: 3960.341553
	Iteration 69Q: 3 clusters Score -2.247984e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104467 members 
Mstep: Class 2 contains 91493 members 
Entering Unmasked Estep 
Score: -22479860.000000 Penalty: 3960.341553
	Iteration 70Q: 3 clusters Score -2.247986e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104359 members 
Mstep: Class 2 contains 91601 members 
Entering Unmasked Estep 
Score: -22479864.000000 Penalty: 3960.341553
	Iteration 71Q: 3 clusters Score -2.247986e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104245 members 
Mstep: Class 2 contains 91715 members 
Entering Unmasked Estep 
Score: -22479896.000000 Penalty: 3960.341553
	Iteration 72Q: 3 clusters Score -2.24799e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104152 members 
Mstep: Class 2 contains 91808 members 
Entering Unmasked Estep 
Score: -22479900.000000 Penalty: 3960.341553
	Iteration 73Q: 3 clusters Score -2.24799e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104047 members 
Mstep: Class 2 contains 91913 members 
Entering Unmasked Estep 
Score: -22479856.000000 Penalty: 3960.341553
	Iteration 74Q: 3 clusters Score -2.247986e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103947 members 
Mstep: Class 2 contains 92013 members 
Entering Unmasked Estep 
Score: -22479832.000000 Penalty: 3960.341553
	Iteration 75Q: 3 clusters Score -2.247983e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103835 members 
Mstep: Class 2 contains 92125 members 
Entering Unmasked Estep 
Score: -22479802.000000 Penalty: 3960.341553
	Iteration 76Q: 3 clusters Score -2.24798e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103737 members 
Mstep: Class 2 contains 92223 members 
Entering Unmasked Estep 
Score: -22479844.000000 Penalty: 3960.341553
	Iteration 77Q: 3 clusters Score -2.247984e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103645 members 
Mstep: Class 2 contains 92315 members 
Entering Unmasked Estep 
Score: -22479852.000000 Penalty: 3960.341553
	Iteration 78Q: 3 clusters Score -2.247985e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103562 members 
Mstep: Class 2 contains 92398 members 
Entering Unmasked Estep 
Score: -22479840.000000 Penalty: 3960.341553
	Iteration 79Q: 3 clusters Score -2.247984e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103488 members 
Mstep: Class 2 contains 92472 members 
Entering Unmasked Estep 
Score: -22479830.000000 Penalty: 3960.341553
	Iteration 80F: 3 clusters Score -2.247983e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103399 members 
Mstep: Class 2 contains 92561 members 
Entering Unmasked Estep 
Score: -22479838.000000 Penalty: 3960.341553
	Iteration 81Q: 3 clusters Score -2.247984e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103322 members 
Mstep: Class 2 contains 92638 members 
Entering Unmasked Estep 
Score: -22479858.000000 Penalty: 3960.341553
	Iteration 82Q: 3 clusters Score -2.247986e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103253 members 
Mstep: Class 2 contains 92707 members 
Entering Unmasked Estep 
Score: -22479878.000000 Penalty: 3960.341553
	Iteration 83Q: 3 clusters Score -2.247988e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103169 members 
Mstep: Class 2 contains 92791 members 
Entering Unmasked Estep 
Score: -22479884.000000 Penalty: 3960.341553
	Iteration 84Q: 3 clusters Score -2.247988e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103069 members 
Mstep: Class 2 contains 92891 members 
Entering Unmasked Estep 
Score: -22479902.000000 Penalty: 3960.341553
	Iteration 85Q: 3 clusters Score -2.24799e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102968 members 
Mstep: Class 2 contains 92992 members 
Entering Unmasked Estep 
Score: -22479886.000000 Penalty: 3960.341553
	Iteration 86Q: 3 clusters Score -2.247989e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102876 members 
Mstep: Class 2 contains 93084 members 
Entering Unmasked Estep 
Score: -22479916.000000 Penalty: 3960.341553
	Iteration 87Q: 3 clusters Score -2.247992e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102808 members 
Mstep: Class 2 contains 93152 members 
Entering Unmasked Estep 
Score: -22479932.000000 Penalty: 3960.341553
	Iteration 88Q: 3 clusters Score -2.247993e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102744 members 
Mstep: Class 2 contains 93216 members 
Entering Unmasked Estep 
Score: -22479940.000000 Penalty: 3960.341553
	Iteration 89Q: 3 clusters Score -2.247994e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102690 members 
Mstep: Class 2 contains 93270 members 
Entering Unmasked Estep 
Score: -22479962.000000 Penalty: 3960.341553
	Iteration 90Q: 3 clusters Score -2.247996e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102643 members 
Mstep: Class 2 contains 93317 members 
Entering Unmasked Estep 
Score: -22479960.000000 Penalty: 3960.341553
	Iteration 91Q: 3 clusters Score -2.247996e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102608 members 
Mstep: Class 2 contains 93352 members 
Entering Unmasked Estep 
Score: -22479970.000000 Penalty: 3960.341553
	Iteration 92Q: 3 clusters Score -2.247997e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102587 members 
Mstep: Class 2 contains 93373 members 
Entering Unmasked Estep 
Score: -22479940.000000 Penalty: 3960.341553
	Iteration 93Q: 3 clusters Score -2.247994e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102558 members 
Mstep: Class 2 contains 93402 members 
Entering Unmasked Estep 
Score: -22479978.000000 Penalty: 3960.341553
	Iteration 94Q: 3 clusters Score -2.247998e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102547 members 
Mstep: Class 2 contains 93413 members 
Entering Unmasked Estep 
Score: -22479988.000000 Penalty: 3960.341553
	Iteration 95Q: 3 clusters Score -2.247999e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102544 members 
Mstep: Class 2 contains 93416 members 
Entering Unmasked Estep 
Score: -22479988.000000 Penalty: 3960.341553
	Iteration 96Q: 3 clusters Score -2.247999e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102548 members 
Mstep: Class 2 contains 93412 members 
Entering Unmasked Estep 
Score: -22479978.000000 Penalty: 3960.341553
	Iteration 97Q: 3 clusters Score -2.247998e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102535 members 
Mstep: Class 2 contains 93425 members 
Entering Unmasked Estep 
Score: -22479976.000000 Penalty: 3960.341553
	Iteration 98Q: 3 clusters Score -2.247998e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102532 members 
Mstep: Class 2 contains 93428 members 
Entering Unmasked Estep 
Score: -22479974.000000 Penalty: 3960.341553
	Iteration 99Q: 3 clusters Score -2.247997e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102517 members 
Mstep: Class 2 contains 93443 members 
Entering Unmasked Estep 
Score: -22479980.000000 Penalty: 3960.341553
	Iteration 100F: 3 clusters Score -2.247998e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102497 members 
Mstep: Class 2 contains 93463 members 
Entering Unmasked Estep 
Score: -22479988.000000 Penalty: 3960.341553
	Iteration 101Q: 3 clusters Score -2.247999e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102494 members 
Mstep: Class 2 contains 93466 members 
Entering Unmasked Estep 
Score: -22480002.000000 Penalty: 3960.341553
	Iteration 102Q: 3 clusters Score -2.248e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102508 members 
Mstep: Class 2 contains 93452 members 
Entering Unmasked Estep 
Score: -22479984.000000 Penalty: 3960.341553
	Iteration 103Q: 3 clusters Score -2.247998e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102521 members 
Mstep: Class 2 contains 93439 members 
Entering Unmasked Estep 
Score: -22479976.000000 Penalty: 3960.341553
	Iteration 104Q: 3 clusters Score -2.247998e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102535 members 
Mstep: Class 2 contains 93425 members 
Entering Unmasked Estep 
Score: -22479974.000000 Penalty: 3960.341553
	Iteration 105Q: 3 clusters Score -2.247997e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102546 members 
Mstep: Class 2 contains 93414 members 
Entering Unmasked Estep 
Score: -22479968.000000 Penalty: 3960.341553
	Iteration 106Q: 3 clusters Score -2.247997e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102565 members 
Mstep: Class 2 contains 93395 members 
Entering Unmasked Estep 
Score: -22479952.000000 Penalty: 3960.341553
	Iteration 107Q: 3 clusters Score -2.247995e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102579 members 
Mstep: Class 2 contains 93381 members 
Entering Unmasked Estep 
Score: -22479944.000000 Penalty: 3960.341553
	Iteration 108Q: 3 clusters Score -2.247994e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102587 members 
Mstep: Class 2 contains 93373 members 
Entering Unmasked Estep 
Score: -22479928.000000 Penalty: 3960.341553
	Iteration 109Q: 3 clusters Score -2.247993e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102595 members 
Mstep: Class 2 contains 93365 members 
Entering Unmasked Estep 
Score: -22479928.000000 Penalty: 3960.341553
	Iteration 110Q: 3 clusters Score -2.247993e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102602 members 
Mstep: Class 2 contains 93358 members 
Entering Unmasked Estep 
Score: -22479930.000000 Penalty: 3960.341553
	Iteration 111Q: 3 clusters Score -2.247993e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102603 members 
Mstep: Class 2 contains 93357 members 
Entering Unmasked Estep 
Score: -22479926.000000 Penalty: 3960.341553
	Iteration 112Q: 3 clusters Score -2.247993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102602 members 
Mstep: Class 2 contains 93358 members 
Entering Unmasked Estep 
Score: -22479928.000000 Penalty: 3960.341553
	Iteration 113Q: 3 clusters Score -2.247993e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102603 members 
Mstep: Class 2 contains 93357 members 
Entering Unmasked Estep 
Score: -22479934.000000 Penalty: 3960.341553
	Iteration 114Q: 3 clusters Score -2.247993e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102602 members 
Mstep: Class 2 contains 93358 members 
Entering Unmasked Estep 
Score: -22479932.000000 Penalty: 3960.341553
	Iteration 115Q: 3 clusters Score -2.247993e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102604 members 
Mstep: Class 2 contains 93356 members 
Entering Unmasked Estep 
Score: -22479924.000000 Penalty: 3960.341553
	Iteration 116Q: 3 clusters Score -2.247992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102607 members 
Mstep: Class 2 contains 93353 members 
Entering Unmasked Estep 
Score: -22479926.000000 Penalty: 3960.341553
	Iteration 117Q: 3 clusters Score -2.247993e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102609 members 
Mstep: Class 2 contains 93351 members 
Entering Unmasked Estep 
Score: -22479924.000000 Penalty: 3960.341553
	Iteration 118Q: 3 clusters Score -2.247992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102610 members 
Mstep: Class 2 contains 93350 members 
Entering Unmasked Estep 
Score: -22479924.000000 Penalty: 3960.341553
	Iteration 119Q: 3 clusters Score -2.247992e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102610 members 
Mstep: Class 2 contains 93350 members 
Entering Unmasked Estep 
Score: -22479924.000000 Penalty: 3960.341553
	Iteration 120F: 3 clusters Score -2.247992e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (137610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137610 members 
Entering Unmasked Estep 
Score: -16286274.000000 Penalty: 1922.729126
	Iteration 0F: 2 clusters Score -1.628627e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68573 members 
Mstep: Class 2 contains 69037 members 
Entering Unmasked Estep 
Score: -16204761.000000 Penalty: 3845.458252
	Iteration 0F: 3 clusters Score -1.620476e+07 nChanged 66261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64792 members 
Mstep: Class 2 contains 72818 members 
Entering Unmasked Estep 
Score: -16245135.000000 Penalty: 3845.458252
	Iteration 1F: 3 clusters Score -1.624514e+07 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63194 members 
Mstep: Class 2 contains 74416 members 
Entering Unmasked Estep 
Score: -16248510.000000 Penalty: 3845.458252
	Iteration 2Q: 3 clusters Score -1.624851e+07 nChanged 7503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61575 members 
Mstep: Class 2 contains 76035 members 
Entering Unmasked Estep 
Score: -16253252.000000 Penalty: 3845.458252
	Iteration 3F: 3 clusters Score -1.625325e+07 nChanged 8665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60668 members 
Mstep: Class 2 contains 76942 members 
Entering Unmasked Estep 
Score: -16259185.000000 Penalty: 3845.458252
	Iteration 4F: 3 clusters Score -1.625918e+07 nChanged 9352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61054 members 
Mstep: Class 2 contains 76556 members 
Entering Unmasked Estep 
Score: -16265299.000000 Penalty: 3845.458252
	Iteration 5F: 3 clusters Score -1.62653e+07 nChanged 9771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62849 members 
Mstep: Class 2 contains 74761 members 
Entering Unmasked Estep 
Score: -16272162.000000 Penalty: 3845.458252
	Iteration 6F: 3 clusters Score -1.627216e+07 nChanged 8964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65399 members 
Mstep: Class 2 contains 72211 members 
Entering Unmasked Estep 
Score: -16277966.000000 Penalty: 3845.458252
	Iteration 7F: 3 clusters Score -1.627797e+07 nChanged 6788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67941 members 
Mstep: Class 2 contains 69669 members 
Entering Unmasked Estep 
Score: -16281408.000000 Penalty: 3845.458252
	Iteration 8Q: 3 clusters Score -1.628141e+07 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70423 members 
Mstep: Class 2 contains 67187 members 
Entering Unmasked Estep 
Score: -16283335.000000 Penalty: 3845.458252
	Iteration 9Q: 3 clusters Score -1.628334e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72972 members 
Mstep: Class 2 contains 64638 members 
Entering Unmasked Estep 
Score: -16284542.000000 Penalty: 3845.458252
	Iteration 10Q: 3 clusters Score -1.628454e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75564 members 
Mstep: Class 2 contains 62046 members 
Entering Unmasked Estep 
Score: -16285447.000000 Penalty: 3845.458252
	Iteration 11Q: 3 clusters Score -1.628545e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78223 members 
Mstep: Class 2 contains 59387 members 
Entering Unmasked Estep 
Score: -16286420.000000 Penalty: 3845.458252
	Iteration 12Q: 3 clusters Score -1.628642e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80955 members 
Mstep: Class 2 contains 56655 members 
Entering Unmasked Estep 
Score: -16287387.000000 Penalty: 3845.458252
	Iteration 13Q: 3 clusters Score -1.628739e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83580 members 
Mstep: Class 2 contains 54030 members 
Entering Unmasked Estep 
Score: -16288119.000000 Penalty: 3845.458252
	Iteration 14Q: 3 clusters Score -1.628812e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86254 members 
Mstep: Class 2 contains 51356 members 
Entering Unmasked Estep 
Score: -16288970.000000 Penalty: 3845.458252
	Iteration 15Q: 3 clusters Score -1.628897e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88945 members 
Mstep: Class 2 contains 48665 members 
Entering Unmasked Estep 
Score: -16289814.000000 Penalty: 3845.458252
	Iteration 16Q: 3 clusters Score -1.628981e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91560 members 
Mstep: Class 2 contains 46050 members 
Entering Unmasked Estep 
Score: -16290538.000000 Penalty: 3845.458252
	Iteration 17Q: 3 clusters Score -1.629054e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94251 members 
Mstep: Class 2 contains 43359 members 
Entering Unmasked Estep 
Score: -16290986.000000 Penalty: 3845.458252
	Iteration 18Q: 3 clusters Score -1.629099e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96997 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -16291579.000000 Penalty: 3845.458252
	Iteration 19Q: 3 clusters Score -1.629158e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99738 members 
Mstep: Class 2 contains 37872 members 
Entering Unmasked Estep 
Score: -16292096.000000 Penalty: 3845.458252
	Iteration 20F: 3 clusters Score -1.62921e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102318 members 
Mstep: Class 2 contains 35292 members 
Entering Unmasked Estep 
Score: -16292588.000000 Penalty: 3845.458252
	Iteration 21Q: 3 clusters Score -1.629259e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104771 members 
Mstep: Class 2 contains 32839 members 
Entering Unmasked Estep 
Score: -16292909.000000 Penalty: 3845.458252
	Iteration 22Q: 3 clusters Score -1.629291e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107018 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -16293134.000000 Penalty: 3845.458252
	Iteration 23Q: 3 clusters Score -1.629313e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109143 members 
Mstep: Class 2 contains 28467 members 
Entering Unmasked Estep 
Score: -16293430.000000 Penalty: 3845.458252
	Iteration 24Q: 3 clusters Score -1.629343e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111068 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -16293514.000000 Penalty: 3845.458252
	Iteration 25Q: 3 clusters Score -1.629351e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112829 members 
Mstep: Class 2 contains 24781 members 
Entering Unmasked Estep 
Score: -16293589.000000 Penalty: 3845.458252
	Iteration 26Q: 3 clusters Score -1.629359e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114425 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -16293539.000000 Penalty: 3845.458252
	Iteration 27Q: 3 clusters Score -1.629354e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115843 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -16293448.000000 Penalty: 3845.458252
	Iteration 28Q: 3 clusters Score -1.629345e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117114 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -16293338.000000 Penalty: 3845.458252
	Iteration 29Q: 3 clusters Score -1.629334e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118239 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -16293258.000000 Penalty: 3845.458252
	Iteration 30Q: 3 clusters Score -1.629326e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119251 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -16293069.000000 Penalty: 3845.458252
	Iteration 31Q: 3 clusters Score -1.629307e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120164 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -16292888.000000 Penalty: 3845.458252
	Iteration 32Q: 3 clusters Score -1.629289e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121016 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -16292714.000000 Penalty: 3845.458252
	Iteration 33Q: 3 clusters Score -1.629271e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121767 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -16292585.000000 Penalty: 3845.458252
	Iteration 34Q: 3 clusters Score -1.629258e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122452 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -16292381.000000 Penalty: 3845.458252
	Iteration 35Q: 3 clusters Score -1.629238e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123043 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -16292125.000000 Penalty: 3845.458252
	Iteration 36Q: 3 clusters Score -1.629212e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123591 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -16292052.000000 Penalty: 3845.458252
	Iteration 37Q: 3 clusters Score -1.629205e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124092 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -16291898.000000 Penalty: 3845.458252
	Iteration 38Q: 3 clusters Score -1.62919e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124548 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -16291730.000000 Penalty: 3845.458252
	Iteration 39Q: 3 clusters Score -1.629173e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125003 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -16291720.000000 Penalty: 3845.458252
	Iteration 40F: 3 clusters Score -1.629172e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125497 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -16291660.000000 Penalty: 3845.458252
	Iteration 41Q: 3 clusters Score -1.629166e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125993 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -16291606.000000 Penalty: 3845.458252
	Iteration 42Q: 3 clusters Score -1.629161e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126425 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -16291691.000000 Penalty: 3845.458252
	Iteration 43Q: 3 clusters Score -1.629169e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126815 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -16291777.000000 Penalty: 3845.458252
	Iteration 44Q: 3 clusters Score -1.629178e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127169 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -16291779.000000 Penalty: 3845.458252
	Iteration 45Q: 3 clusters Score -1.629178e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127469 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -16291953.000000 Penalty: 3845.458252
	Iteration 46Q: 3 clusters Score -1.629195e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127690 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -16292243.000000 Penalty: 3845.458252
	Iteration 47Q: 3 clusters Score -1.629224e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127823 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -16292371.000000 Penalty: 3845.458252
	Iteration 48Q: 3 clusters Score -1.629237e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127884 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -16292464.000000 Penalty: 3845.458252
	Iteration 49Q: 3 clusters Score -1.629246e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127901 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -16292488.000000 Penalty: 3845.458252
	Iteration 50Q: 3 clusters Score -1.629249e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127911 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -16292551.000000 Penalty: 3845.458252
	Iteration 51Q: 3 clusters Score -1.629255e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127908 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -16292582.000000 Penalty: 3845.458252
	Iteration 52Q: 3 clusters Score -1.629258e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127896 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -16292586.000000 Penalty: 3845.458252
	Iteration 53Q: 3 clusters Score -1.629259e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127893 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -16292571.000000 Penalty: 3845.458252
	Iteration 54Q: 3 clusters Score -1.629257e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127888 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -16292577.000000 Penalty: 3845.458252
	Iteration 55Q: 3 clusters Score -1.629258e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127871 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -16292580.000000 Penalty: 3845.458252
	Iteration 56Q: 3 clusters Score -1.629258e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127849 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -16292581.000000 Penalty: 3845.458252
	Iteration 57Q: 3 clusters Score -1.629258e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127829 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -16292590.000000 Penalty: 3845.458252
	Iteration 58Q: 3 clusters Score -1.629259e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127822 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -16292588.000000 Penalty: 3845.458252
	Iteration 59Q: 3 clusters Score -1.629259e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127813 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -16292603.000000 Penalty: 3845.458252
	Iteration 60F: 3 clusters Score -1.62926e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127808 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -16292610.000000 Penalty: 3845.458252
	Iteration 61Q: 3 clusters Score -1.629261e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127802 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -16292613.000000 Penalty: 3845.458252
	Iteration 62Q: 3 clusters Score -1.629261e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127797 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -16292616.000000 Penalty: 3845.458252
	Iteration 63Q: 3 clusters Score -1.629262e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127792 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -16292621.000000 Penalty: 3845.458252
	Iteration 64Q: 3 clusters Score -1.629262e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127789 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -16292633.000000 Penalty: 3845.458252
	Iteration 65Q: 3 clusters Score -1.629263e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127786 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -16292635.000000 Penalty: 3845.458252
	Iteration 66Q: 3 clusters Score -1.629264e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127785 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -16292628.000000 Penalty: 3845.458252
	Iteration 67Q: 3 clusters Score -1.629263e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127785 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -16292631.000000 Penalty: 3845.458252
	Iteration 68Q: 3 clusters Score -1.629263e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127784 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -16292624.000000 Penalty: 3845.458252
	Iteration 69Q: 3 clusters Score -1.629262e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127782 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -16292618.000000 Penalty: 3845.458252
	Iteration 70Q: 3 clusters Score -1.629262e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127781 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -16292618.000000 Penalty: 3845.458252
	Iteration 71Q: 3 clusters Score -1.629262e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127777 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -16292617.000000 Penalty: 3845.458252
	Iteration 72Q: 3 clusters Score -1.629262e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127774 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -16292608.000000 Penalty: 3845.458252
	Iteration 73Q: 3 clusters Score -1.629261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127774 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -16292601.000000 Penalty: 3845.458252
	Iteration 74Q: 3 clusters Score -1.62926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127774 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -16292604.000000 Penalty: 3845.458252
	Iteration 75Q: 3 clusters Score -1.62926e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127773 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -16292606.000000 Penalty: 3845.458252
	Iteration 76Q: 3 clusters Score -1.629261e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127772 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -16292601.000000 Penalty: 3845.458252
	Iteration 77Q: 3 clusters Score -1.62926e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127772 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -16292601.000000 Penalty: 3845.458252
	Iteration 78F: 3 clusters Score -1.62926e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 224 members 
Mstep: Class 1 contains 125112 members 
Mstep: Class 2 contains 195960 members 
Mstep: Class 3 contains 127772 members 
Mstep: Class 4 contains 30255 members 
Mstep: Class 5 contains 209654 members 
Mstep: Class 6 contains 95099 members 
Mstep: Class 7 contains 216800 members 
Mstep: Class 8 contains 32328 members 
Mstep: Class 9 contains 30306 members 
Mstep: Class 10 contains 9492 members 
Mstep: Class 11 contains 2212 members 
Mstep: Class 12 contains 1460 members 
Mstep: Class 13 contains 6027 members 
Mstep: Class 14 contains 3830 members 
Mstep: Class 15 contains 12183 members 
Mstep: Class 16 contains 88410 members 
Mstep: Class 17 contains 207599 members 
Mstep: Class 18 contains 98012 members 
Mstep: Class 19 contains 7366 members 
Mstep: Class 20 contains 212943 members 
Mstep: Class 21 contains 9838 members 
Entering Unmasked Estep 
Score: -194260480.000000 Penalty: 49001.824219
Splitting cluster 3 changes total score from -194218224.000000 to -194260480.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 4 (30255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Entering Unmasked Estep 
Score: -3582634.000000 Penalty: 1676.580322
	Iteration 0F: 2 clusters Score -3582634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -3562184.250000 Penalty: 3353.160645
	Iteration 0F: 3 clusters Score -3562184 nChanged 13867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -3569819.750000 Penalty: 3353.160645
	Iteration 1F: 3 clusters Score -3569820 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -3570230.250000 Penalty: 3353.160645
	Iteration 2Q: 3 clusters Score -3570230 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -3570820.250000 Penalty: 3353.160645
	Iteration 3Q: 3 clusters Score -3570820 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -3571707.250000 Penalty: 3353.160645
	Iteration 4F: 3 clusters Score -3571707 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -3573134.750000 Penalty: 3353.160645
	Iteration 5F: 3 clusters Score -3573135 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -3575319.000000 Penalty: 3353.160645
	Iteration 6F: 3 clusters Score -3575319 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -3577662.250000 Penalty: 3353.160645
	Iteration 7F: 3 clusters Score -3577662 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 28323 members 
Entering Unmasked Estep 
Score: -3579468.750000 Penalty: 3353.160645
	Iteration 8F: 3 clusters Score -3579469 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -3580429.000000 Penalty: 3353.160645
	Iteration 9Q: 3 clusters Score -3580429 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
Score: -3580796.000000 Penalty: 3353.160645
	Iteration 10Q: 3 clusters Score -3580796 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 29879 members 
Entering Unmasked Estep 
Score: -3580969.000000 Penalty: 3353.160645
	Iteration 11Q: 3 clusters Score -3580969 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
Score: -3581047.500000 Penalty: 3353.160645
	Iteration 12Q: 3 clusters Score -3581048 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 29987 members 
Entering Unmasked Estep 
Score: -3581095.500000 Penalty: 3353.160645
	Iteration 13Q: 3 clusters Score -3581096 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -3581120.750000 Penalty: 3353.160645
	Iteration 14Q: 3 clusters Score -3581121 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -3581142.750000 Penalty: 3353.160645
	Iteration 15Q: 3 clusters Score -3581143 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -3581154.000000 Penalty: 3353.160645
	Iteration 16Q: 3 clusters Score -3581154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -3581169.000000 Penalty: 3353.160645
	Iteration 17Q: 3 clusters Score -3581169 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -3581182.250000 Penalty: 3353.160645
	Iteration 18Q: 3 clusters Score -3581182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 30033 members 
Entering Unmasked Estep 
Score: -3581193.250000 Penalty: 3353.160645
	Iteration 19Q: 3 clusters Score -3581193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 30035 members 
Entering Unmasked Estep 
Score: -3581199.000000 Penalty: 3353.160645
	Iteration 20F: 3 clusters Score -3581199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 30040 members 
Entering Unmasked Estep 
Score: -3581203.500000 Penalty: 3353.160645
	Iteration 21Q: 3 clusters Score -3581204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
Score: -3581208.250000 Penalty: 3353.160645
	Iteration 22Q: 3 clusters Score -3581208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 30042 members 
Entering Unmasked Estep 
Score: -3581208.000000 Penalty: 3353.160645
	Iteration 23Q: 3 clusters Score -3581208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 30042 members 
Entering Unmasked Estep 
Score: -3581208.000000 Penalty: 3353.160645
	Iteration 24F: 3 clusters Score -3581208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (209654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209654 members 
Entering Unmasked Estep 
Score: -24598594.000000 Penalty: 1991.147217
	Iteration 0F: 2 clusters Score -2.459859e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104930 members 
Mstep: Class 2 contains 104724 members 
Entering Unmasked Estep 
Score: -24513334.000000 Penalty: 3982.294434
	Iteration 0F: 3 clusters Score -2.451333e+07 nChanged 101598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109960 members 
Mstep: Class 2 contains 99694 members 
Entering Unmasked Estep 
Score: -24573940.000000 Penalty: 3982.294434
	Iteration 1F: 3 clusters Score -2.457394e+07 nChanged 8788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112862 members 
Mstep: Class 2 contains 96792 members 
Entering Unmasked Estep 
Score: -24576192.000000 Penalty: 3982.294434
	Iteration 2Q: 3 clusters Score -2.457619e+07 nChanged 10596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116294 members 
Mstep: Class 2 contains 93360 members 
Entering Unmasked Estep 
Score: -24580326.000000 Penalty: 3982.294434
	Iteration 3F: 3 clusters Score -2.458033e+07 nChanged 13220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119398 members 
Mstep: Class 2 contains 90256 members 
Entering Unmasked Estep 
Score: -24588150.000000 Penalty: 3982.294434
	Iteration 4F: 3 clusters Score -2.458815e+07 nChanged 16168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120408 members 
Mstep: Class 2 contains 89246 members 
Entering Unmasked Estep 
Score: -24600366.000000 Penalty: 3982.294434
	Iteration 5F: 3 clusters Score -2.460037e+07 nChanged 18232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118648 members 
Mstep: Class 2 contains 91006 members 
Entering Unmasked Estep 
Score: -24615944.000000 Penalty: 3982.294434
	Iteration 6F: 3 clusters Score -2.461594e+07 nChanged 16666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115554 members 
Mstep: Class 2 contains 94100 members 
Entering Unmasked Estep 
Score: -24626312.000000 Penalty: 3982.294434
	Iteration 7F: 3 clusters Score -2.462631e+07 nChanged 10957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113725 members 
Mstep: Class 2 contains 95929 members 
Entering Unmasked Estep 
Score: -24630020.000000 Penalty: 3982.294434
	Iteration 8F: 3 clusters Score -2.463002e+07 nChanged 6376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112651 members 
Mstep: Class 2 contains 97003 members 
Entering Unmasked Estep 
Score: -24631506.000000 Penalty: 3982.294434
	Iteration 9Q: 3 clusters Score -2.463151e+07 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111822 members 
Mstep: Class 2 contains 97832 members 
Entering Unmasked Estep 
Score: -24632582.000000 Penalty: 3982.294434
	Iteration 10Q: 3 clusters Score -2.463258e+07 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111334 members 
Mstep: Class 2 contains 98320 members 
Entering Unmasked Estep 
Score: -24633502.000000 Penalty: 3982.294434
	Iteration 11Q: 3 clusters Score -2.46335e+07 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111175 members 
Mstep: Class 2 contains 98479 members 
Entering Unmasked Estep 
Score: -24634394.000000 Penalty: 3982.294434
	Iteration 12Q: 3 clusters Score -2.463439e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111281 members 
Mstep: Class 2 contains 98373 members 
Entering Unmasked Estep 
Score: -24635244.000000 Penalty: 3982.294434
	Iteration 13Q: 3 clusters Score -2.463524e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111885 members 
Mstep: Class 2 contains 97769 members 
Entering Unmasked Estep 
Score: -24635886.000000 Penalty: 3982.294434
	Iteration 14Q: 3 clusters Score -2.463589e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112911 members 
Mstep: Class 2 contains 96743 members 
Entering Unmasked Estep 
Score: -24636268.000000 Penalty: 3982.294434
	Iteration 15Q: 3 clusters Score -2.463627e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114406 members 
Mstep: Class 2 contains 95248 members 
Entering Unmasked Estep 
Score: -24636346.000000 Penalty: 3982.294434
	Iteration 16Q: 3 clusters Score -2.463635e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116207 members 
Mstep: Class 2 contains 93447 members 
Entering Unmasked Estep 
Score: -24636430.000000 Penalty: 3982.294434
	Iteration 17Q: 3 clusters Score -2.463643e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117955 members 
Mstep: Class 2 contains 91699 members 
Entering Unmasked Estep 
Score: -24636704.000000 Penalty: 3982.294434
	Iteration 18Q: 3 clusters Score -2.46367e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119433 members 
Mstep: Class 2 contains 90221 members 
Entering Unmasked Estep 
Score: -24636722.000000 Penalty: 3982.294434
	Iteration 19Q: 3 clusters Score -2.463672e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120604 members 
Mstep: Class 2 contains 89050 members 
Entering Unmasked Estep 
Score: -24636462.000000 Penalty: 3982.294434
	Iteration 20F: 3 clusters Score -2.463646e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121811 members 
Mstep: Class 2 contains 87843 members 
Entering Unmasked Estep 
Score: -24636034.000000 Penalty: 3982.294434
	Iteration 21Q: 3 clusters Score -2.463603e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123051 members 
Mstep: Class 2 contains 86603 members 
Entering Unmasked Estep 
Score: -24635726.000000 Penalty: 3982.294434
	Iteration 22Q: 3 clusters Score -2.463573e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124209 members 
Mstep: Class 2 contains 85445 members 
Entering Unmasked Estep 
Score: -24635340.000000 Penalty: 3982.294434
	Iteration 23Q: 3 clusters Score -2.463534e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125243 members 
Mstep: Class 2 contains 84411 members 
Entering Unmasked Estep 
Score: -24634826.000000 Penalty: 3982.294434
	Iteration 24Q: 3 clusters Score -2.463483e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126291 members 
Mstep: Class 2 contains 83363 members 
Entering Unmasked Estep 
Score: -24634284.000000 Penalty: 3982.294434
	Iteration 25Q: 3 clusters Score -2.463428e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127167 members 
Mstep: Class 2 contains 82487 members 
Entering Unmasked Estep 
Score: -24633794.000000 Penalty: 3982.294434
	Iteration 26Q: 3 clusters Score -2.463379e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127983 members 
Mstep: Class 2 contains 81671 members 
Entering Unmasked Estep 
Score: -24633410.000000 Penalty: 3982.294434
	Iteration 27Q: 3 clusters Score -2.463341e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128719 members 
Mstep: Class 2 contains 80935 members 
Entering Unmasked Estep 
Score: -24632958.000000 Penalty: 3982.294434
	Iteration 28Q: 3 clusters Score -2.463296e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129314 members 
Mstep: Class 2 contains 80340 members 
Entering Unmasked Estep 
Score: -24632530.000000 Penalty: 3982.294434
	Iteration 29Q: 3 clusters Score -2.463253e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129766 members 
Mstep: Class 2 contains 79888 members 
Entering Unmasked Estep 
Score: -24632282.000000 Penalty: 3982.294434
	Iteration 30Q: 3 clusters Score -2.463228e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130051 members 
Mstep: Class 2 contains 79603 members 
Entering Unmasked Estep 
Score: -24632120.000000 Penalty: 3982.294434
	Iteration 31Q: 3 clusters Score -2.463212e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130294 members 
Mstep: Class 2 contains 79360 members 
Entering Unmasked Estep 
Score: -24631904.000000 Penalty: 3982.294434
	Iteration 32Q: 3 clusters Score -2.46319e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130489 members 
Mstep: Class 2 contains 79165 members 
Entering Unmasked Estep 
Score: -24631722.000000 Penalty: 3982.294434
	Iteration 33Q: 3 clusters Score -2.463172e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130561 members 
Mstep: Class 2 contains 79093 members 
Entering Unmasked Estep 
Score: -24631658.000000 Penalty: 3982.294434
	Iteration 34Q: 3 clusters Score -2.463166e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130563 members 
Mstep: Class 2 contains 79091 members 
Entering Unmasked Estep 
Score: -24631650.000000 Penalty: 3982.294434
	Iteration 35Q: 3 clusters Score -2.463165e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130512 members 
Mstep: Class 2 contains 79142 members 
Entering Unmasked Estep 
Score: -24631640.000000 Penalty: 3982.294434
	Iteration 36Q: 3 clusters Score -2.463164e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130464 members 
Mstep: Class 2 contains 79190 members 
Entering Unmasked Estep 
Score: -24631670.000000 Penalty: 3982.294434
	Iteration 37Q: 3 clusters Score -2.463167e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130382 members 
Mstep: Class 2 contains 79272 members 
Entering Unmasked Estep 
Score: -24631646.000000 Penalty: 3982.294434
	Iteration 38Q: 3 clusters Score -2.463165e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130293 members 
Mstep: Class 2 contains 79361 members 
Entering Unmasked Estep 
Score: -24631580.000000 Penalty: 3982.294434
	Iteration 39Q: 3 clusters Score -2.463158e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130187 members 
Mstep: Class 2 contains 79467 members 
Entering Unmasked Estep 
Score: -24631556.000000 Penalty: 3982.294434
	Iteration 40F: 3 clusters Score -2.463156e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130108 members 
Mstep: Class 2 contains 79546 members 
Entering Unmasked Estep 
Score: -24631554.000000 Penalty: 3982.294434
	Iteration 41Q: 3 clusters Score -2.463155e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130034 members 
Mstep: Class 2 contains 79620 members 
Entering Unmasked Estep 
Score: -24631596.000000 Penalty: 3982.294434
	Iteration 42Q: 3 clusters Score -2.46316e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129984 members 
Mstep: Class 2 contains 79670 members 
Entering Unmasked Estep 
Score: -24631598.000000 Penalty: 3982.294434
	Iteration 43Q: 3 clusters Score -2.46316e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129927 members 
Mstep: Class 2 contains 79727 members 
Entering Unmasked Estep 
Score: -24631588.000000 Penalty: 3982.294434
	Iteration 44Q: 3 clusters Score -2.463159e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129886 members 
Mstep: Class 2 contains 79768 members 
Entering Unmasked Estep 
Score: -24631610.000000 Penalty: 3982.294434
	Iteration 45Q: 3 clusters Score -2.463161e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129857 members 
Mstep: Class 2 contains 79797 members 
Entering Unmasked Estep 
Score: -24631600.000000 Penalty: 3982.294434
	Iteration 46Q: 3 clusters Score -2.46316e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129844 members 
Mstep: Class 2 contains 79810 members 
Entering Unmasked Estep 
Score: -24631614.000000 Penalty: 3982.294434
	Iteration 47Q: 3 clusters Score -2.463161e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129815 members 
Mstep: Class 2 contains 79839 members 
Entering Unmasked Estep 
Score: -24631606.000000 Penalty: 3982.294434
	Iteration 48Q: 3 clusters Score -2.463161e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129777 members 
Mstep: Class 2 contains 79877 members 
Entering Unmasked Estep 
Score: -24631644.000000 Penalty: 3982.294434
	Iteration 49Q: 3 clusters Score -2.463164e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129730 members 
Mstep: Class 2 contains 79924 members 
Entering Unmasked Estep 
Score: -24631698.000000 Penalty: 3982.294434
	Iteration 50Q: 3 clusters Score -2.46317e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129669 members 
Mstep: Class 2 contains 79985 members 
Entering Unmasked Estep 
Score: -24631720.000000 Penalty: 3982.294434
	Iteration 51Q: 3 clusters Score -2.463172e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129617 members 
Mstep: Class 2 contains 80037 members 
Entering Unmasked Estep 
Score: -24631722.000000 Penalty: 3982.294434
	Iteration 52Q: 3 clusters Score -2.463172e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129542 members 
Mstep: Class 2 contains 80112 members 
Entering Unmasked Estep 
Score: -24631714.000000 Penalty: 3982.294434
	Iteration 53Q: 3 clusters Score -2.463171e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129465 members 
Mstep: Class 2 contains 80189 members 
Entering Unmasked Estep 
Score: -24631716.000000 Penalty: 3982.294434
	Iteration 54Q: 3 clusters Score -2.463172e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129406 members 
Mstep: Class 2 contains 80248 members 
Entering Unmasked Estep 
Score: -24631704.000000 Penalty: 3982.294434
	Iteration 55Q: 3 clusters Score -2.46317e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129337 members 
Mstep: Class 2 contains 80317 members 
Entering Unmasked Estep 
Score: -24631726.000000 Penalty: 3982.294434
	Iteration 56Q: 3 clusters Score -2.463173e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129247 members 
Mstep: Class 2 contains 80407 members 
Entering Unmasked Estep 
Score: -24631774.000000 Penalty: 3982.294434
	Iteration 57Q: 3 clusters Score -2.463177e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129163 members 
Mstep: Class 2 contains 80491 members 
Entering Unmasked Estep 
Score: -24631834.000000 Penalty: 3982.294434
	Iteration 58Q: 3 clusters Score -2.463183e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129069 members 
Mstep: Class 2 contains 80585 members 
Entering Unmasked Estep 
Score: -24631860.000000 Penalty: 3982.294434
	Iteration 59Q: 3 clusters Score -2.463186e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128990 members 
Mstep: Class 2 contains 80664 members 
Entering Unmasked Estep 
Score: -24631932.000000 Penalty: 3982.294434
	Iteration 60F: 3 clusters Score -2.463193e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128916 members 
Mstep: Class 2 contains 80738 members 
Entering Unmasked Estep 
Score: -24631912.000000 Penalty: 3982.294434
	Iteration 61Q: 3 clusters Score -2.463191e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128807 members 
Mstep: Class 2 contains 80847 members 
Entering Unmasked Estep 
Score: -24631954.000000 Penalty: 3982.294434
	Iteration 62Q: 3 clusters Score -2.463195e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128689 members 
Mstep: Class 2 contains 80965 members 
Entering Unmasked Estep 
Score: -24632012.000000 Penalty: 3982.294434
	Iteration 63Q: 3 clusters Score -2.463201e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128602 members 
Mstep: Class 2 contains 81052 members 
Entering Unmasked Estep 
Score: -24632054.000000 Penalty: 3982.294434
	Iteration 64Q: 3 clusters Score -2.463205e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128524 members 
Mstep: Class 2 contains 81130 members 
Entering Unmasked Estep 
Score: -24632096.000000 Penalty: 3982.294434
	Iteration 65Q: 3 clusters Score -2.46321e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128477 members 
Mstep: Class 2 contains 81177 members 
Entering Unmasked Estep 
Score: -24632130.000000 Penalty: 3982.294434
	Iteration 66Q: 3 clusters Score -2.463213e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128424 members 
Mstep: Class 2 contains 81230 members 
Entering Unmasked Estep 
Score: -24632190.000000 Penalty: 3982.294434
	Iteration 67Q: 3 clusters Score -2.463219e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128381 members 
Mstep: Class 2 contains 81273 members 
Entering Unmasked Estep 
Score: -24632236.000000 Penalty: 3982.294434
	Iteration 68Q: 3 clusters Score -2.463224e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128353 members 
Mstep: Class 2 contains 81301 members 
Entering Unmasked Estep 
Score: -24632228.000000 Penalty: 3982.294434
	Iteration 69Q: 3 clusters Score -2.463223e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128308 members 
Mstep: Class 2 contains 81346 members 
Entering Unmasked Estep 
Score: -24632228.000000 Penalty: 3982.294434
	Iteration 70Q: 3 clusters Score -2.463223e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128236 members 
Mstep: Class 2 contains 81418 members 
Entering Unmasked Estep 
Score: -24632224.000000 Penalty: 3982.294434
	Iteration 71Q: 3 clusters Score -2.463222e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128155 members 
Mstep: Class 2 contains 81499 members 
Entering Unmasked Estep 
Score: -24632260.000000 Penalty: 3982.294434
	Iteration 72Q: 3 clusters Score -2.463226e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128092 members 
Mstep: Class 2 contains 81562 members 
Entering Unmasked Estep 
Score: -24632240.000000 Penalty: 3982.294434
	Iteration 73Q: 3 clusters Score -2.463224e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128016 members 
Mstep: Class 2 contains 81638 members 
Entering Unmasked Estep 
Score: -24632266.000000 Penalty: 3982.294434
	Iteration 74Q: 3 clusters Score -2.463227e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127911 members 
Mstep: Class 2 contains 81743 members 
Entering Unmasked Estep 
Score: -24632318.000000 Penalty: 3982.294434
	Iteration 75Q: 3 clusters Score -2.463232e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127806 members 
Mstep: Class 2 contains 81848 members 
Entering Unmasked Estep 
Score: -24632392.000000 Penalty: 3982.294434
	Iteration 76Q: 3 clusters Score -2.463239e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127679 members 
Mstep: Class 2 contains 81975 members 
Entering Unmasked Estep 
Score: -24632426.000000 Penalty: 3982.294434
	Iteration 77Q: 3 clusters Score -2.463243e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127591 members 
Mstep: Class 2 contains 82063 members 
Entering Unmasked Estep 
Score: -24632518.000000 Penalty: 3982.294434
	Iteration 78Q: 3 clusters Score -2.463252e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127473 members 
Mstep: Class 2 contains 82181 members 
Entering Unmasked Estep 
Score: -24632554.000000 Penalty: 3982.294434
	Iteration 79Q: 3 clusters Score -2.463255e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127365 members 
Mstep: Class 2 contains 82289 members 
Entering Unmasked Estep 
Score: -24632668.000000 Penalty: 3982.294434
	Iteration 80F: 3 clusters Score -2.463267e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127206 members 
Mstep: Class 2 contains 82448 members 
Entering Unmasked Estep 
Score: -24632688.000000 Penalty: 3982.294434
	Iteration 81Q: 3 clusters Score -2.463269e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127069 members 
Mstep: Class 2 contains 82585 members 
Entering Unmasked Estep 
Score: -24632704.000000 Penalty: 3982.294434
	Iteration 82Q: 3 clusters Score -2.46327e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126955 members 
Mstep: Class 2 contains 82699 members 
Entering Unmasked Estep 
Score: -24632778.000000 Penalty: 3982.294434
	Iteration 83Q: 3 clusters Score -2.463278e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126822 members 
Mstep: Class 2 contains 82832 members 
Entering Unmasked Estep 
Score: -24632884.000000 Penalty: 3982.294434
	Iteration 84Q: 3 clusters Score -2.463288e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126682 members 
Mstep: Class 2 contains 82972 members 
Entering Unmasked Estep 
Score: -24632948.000000 Penalty: 3982.294434
	Iteration 85Q: 3 clusters Score -2.463295e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126548 members 
Mstep: Class 2 contains 83106 members 
Entering Unmasked Estep 
Score: -24633050.000000 Penalty: 3982.294434
	Iteration 86Q: 3 clusters Score -2.463305e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126436 members 
Mstep: Class 2 contains 83218 members 
Entering Unmasked Estep 
Score: -24633116.000000 Penalty: 3982.294434
	Iteration 87Q: 3 clusters Score -2.463312e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126306 members 
Mstep: Class 2 contains 83348 members 
Entering Unmasked Estep 
Score: -24633268.000000 Penalty: 3982.294434
	Iteration 88Q: 3 clusters Score -2.463327e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126169 members 
Mstep: Class 2 contains 83485 members 
Entering Unmasked Estep 
Score: -24633336.000000 Penalty: 3982.294434
	Iteration 89Q: 3 clusters Score -2.463334e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126031 members 
Mstep: Class 2 contains 83623 members 
Entering Unmasked Estep 
Score: -24633416.000000 Penalty: 3982.294434
	Iteration 90Q: 3 clusters Score -2.463342e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125903 members 
Mstep: Class 2 contains 83751 members 
Entering Unmasked Estep 
Score: -24633512.000000 Penalty: 3982.294434
	Iteration 91Q: 3 clusters Score -2.463351e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125777 members 
Mstep: Class 2 contains 83877 members 
Entering Unmasked Estep 
Score: -24633556.000000 Penalty: 3982.294434
	Iteration 92Q: 3 clusters Score -2.463356e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125662 members 
Mstep: Class 2 contains 83992 members 
Entering Unmasked Estep 
Score: -24633680.000000 Penalty: 3982.294434
	Iteration 93Q: 3 clusters Score -2.463368e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125578 members 
Mstep: Class 2 contains 84076 members 
Entering Unmasked Estep 
Score: -24633764.000000 Penalty: 3982.294434
	Iteration 94Q: 3 clusters Score -2.463376e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125519 members 
Mstep: Class 2 contains 84135 members 
Entering Unmasked Estep 
Score: -24633784.000000 Penalty: 3982.294434
	Iteration 95Q: 3 clusters Score -2.463378e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125461 members 
Mstep: Class 2 contains 84193 members 
Entering Unmasked Estep 
Score: -24633858.000000 Penalty: 3982.294434
	Iteration 96Q: 3 clusters Score -2.463386e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125363 members 
Mstep: Class 2 contains 84291 members 
Entering Unmasked Estep 
Score: -24633916.000000 Penalty: 3982.294434
	Iteration 97Q: 3 clusters Score -2.463392e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125291 members 
Mstep: Class 2 contains 84363 members 
Entering Unmasked Estep 
Score: -24633940.000000 Penalty: 3982.294434
	Iteration 98Q: 3 clusters Score -2.463394e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125231 members 
Mstep: Class 2 contains 84423 members 
Entering Unmasked Estep 
Score: -24633984.000000 Penalty: 3982.294434
	Iteration 99Q: 3 clusters Score -2.463398e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125182 members 
Mstep: Class 2 contains 84472 members 
Entering Unmasked Estep 
Score: -24634008.000000 Penalty: 3982.294434
	Iteration 100F: 3 clusters Score -2.463401e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125150 members 
Mstep: Class 2 contains 84504 members 
Entering Unmasked Estep 
Score: -24634060.000000 Penalty: 3982.294434
	Iteration 101Q: 3 clusters Score -2.463406e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125112 members 
Mstep: Class 2 contains 84542 members 
Entering Unmasked Estep 
Score: -24634066.000000 Penalty: 3982.294434
	Iteration 102Q: 3 clusters Score -2.463407e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125085 members 
Mstep: Class 2 contains 84569 members 
Entering Unmasked Estep 
Score: -24634086.000000 Penalty: 3982.294434
	Iteration 103Q: 3 clusters Score -2.463409e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125058 members 
Mstep: Class 2 contains 84596 members 
Entering Unmasked Estep 
Score: -24634092.000000 Penalty: 3982.294434
	Iteration 104Q: 3 clusters Score -2.463409e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125065 members 
Mstep: Class 2 contains 84589 members 
Entering Unmasked Estep 
Score: -24634108.000000 Penalty: 3982.294434
	Iteration 105Q: 3 clusters Score -2.463411e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125067 members 
Mstep: Class 2 contains 84587 members 
Entering Unmasked Estep 
Score: -24634124.000000 Penalty: 3982.294434
	Iteration 106Q: 3 clusters Score -2.463412e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125050 members 
Mstep: Class 2 contains 84604 members 
Entering Unmasked Estep 
Score: -24634100.000000 Penalty: 3982.294434
	Iteration 107Q: 3 clusters Score -2.46341e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125039 members 
Mstep: Class 2 contains 84615 members 
Entering Unmasked Estep 
Score: -24634120.000000 Penalty: 3982.294434
	Iteration 108Q: 3 clusters Score -2.463412e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125034 members 
Mstep: Class 2 contains 84620 members 
Entering Unmasked Estep 
Score: -24634138.000000 Penalty: 3982.294434
	Iteration 109Q: 3 clusters Score -2.463414e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125033 members 
Mstep: Class 2 contains 84621 members 
Entering Unmasked Estep 
Score: -24634168.000000 Penalty: 3982.294434
	Iteration 110Q: 3 clusters Score -2.463417e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125025 members 
Mstep: Class 2 contains 84629 members 
Entering Unmasked Estep 
Score: -24634164.000000 Penalty: 3982.294434
	Iteration 111Q: 3 clusters Score -2.463416e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125015 members 
Mstep: Class 2 contains 84639 members 
Entering Unmasked Estep 
Score: -24634146.000000 Penalty: 3982.294434
	Iteration 112Q: 3 clusters Score -2.463415e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125005 members 
Mstep: Class 2 contains 84649 members 
Entering Unmasked Estep 
Score: -24634170.000000 Penalty: 3982.294434
	Iteration 113Q: 3 clusters Score -2.463417e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124985 members 
Mstep: Class 2 contains 84669 members 
Entering Unmasked Estep 
Score: -24634188.000000 Penalty: 3982.294434
	Iteration 114Q: 3 clusters Score -2.463419e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124958 members 
Mstep: Class 2 contains 84696 members 
Entering Unmasked Estep 
Score: -24634218.000000 Penalty: 3982.294434
	Iteration 115Q: 3 clusters Score -2.463422e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124936 members 
Mstep: Class 2 contains 84718 members 
Entering Unmasked Estep 
Score: -24634234.000000 Penalty: 3982.294434
	Iteration 116Q: 3 clusters Score -2.463423e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124920 members 
Mstep: Class 2 contains 84734 members 
Entering Unmasked Estep 
Score: -24634254.000000 Penalty: 3982.294434
	Iteration 117Q: 3 clusters Score -2.463425e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124921 members 
Mstep: Class 2 contains 84733 members 
Entering Unmasked Estep 
Score: -24634270.000000 Penalty: 3982.294434
	Iteration 118Q: 3 clusters Score -2.463427e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124930 members 
Mstep: Class 2 contains 84724 members 
Entering Unmasked Estep 
Score: -24634284.000000 Penalty: 3982.294434
	Iteration 119Q: 3 clusters Score -2.463428e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124955 members 
Mstep: Class 2 contains 84699 members 
Entering Unmasked Estep 
Score: -24634284.000000 Penalty: 3982.294434
	Iteration 120F: 3 clusters Score -2.463428e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124983 members 
Mstep: Class 2 contains 84671 members 
Entering Unmasked Estep 
Score: -24634312.000000 Penalty: 3982.294434
	Iteration 121Q: 3 clusters Score -2.463431e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125041 members 
Mstep: Class 2 contains 84613 members 
Entering Unmasked Estep 
Score: -24634260.000000 Penalty: 3982.294434
	Iteration 122Q: 3 clusters Score -2.463426e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125089 members 
Mstep: Class 2 contains 84565 members 
Entering Unmasked Estep 
Score: -24634240.000000 Penalty: 3982.294434
	Iteration 123Q: 3 clusters Score -2.463424e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125137 members 
Mstep: Class 2 contains 84517 members 
Entering Unmasked Estep 
Score: -24634226.000000 Penalty: 3982.294434
	Iteration 124Q: 3 clusters Score -2.463423e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125176 members 
Mstep: Class 2 contains 84478 members 
Entering Unmasked Estep 
Score: -24634216.000000 Penalty: 3982.294434
	Iteration 125Q: 3 clusters Score -2.463422e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125213 members 
Mstep: Class 2 contains 84441 members 
Entering Unmasked Estep 
Score: -24634190.000000 Penalty: 3982.294434
	Iteration 126Q: 3 clusters Score -2.463419e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125243 members 
Mstep: Class 2 contains 84411 members 
Entering Unmasked Estep 
Score: -24634210.000000 Penalty: 3982.294434
	Iteration 127Q: 3 clusters Score -2.463421e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125281 members 
Mstep: Class 2 contains 84373 members 
Entering Unmasked Estep 
Score: -24634188.000000 Penalty: 3982.294434
	Iteration 128Q: 3 clusters Score -2.463419e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125300 members 
Mstep: Class 2 contains 84354 members 
Entering Unmasked Estep 
Score: -24634190.000000 Penalty: 3982.294434
	Iteration 129Q: 3 clusters Score -2.463419e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125321 members 
Mstep: Class 2 contains 84333 members 
Entering Unmasked Estep 
Score: -24634164.000000 Penalty: 3982.294434
	Iteration 130Q: 3 clusters Score -2.463416e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125342 members 
Mstep: Class 2 contains 84312 members 
Entering Unmasked Estep 
Score: -24634150.000000 Penalty: 3982.294434
	Iteration 131Q: 3 clusters Score -2.463415e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125351 members 
Mstep: Class 2 contains 84303 members 
Entering Unmasked Estep 
Score: -24634132.000000 Penalty: 3982.294434
	Iteration 132Q: 3 clusters Score -2.463413e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125374 members 
Mstep: Class 2 contains 84280 members 
Entering Unmasked Estep 
Score: -24634132.000000 Penalty: 3982.294434
	Iteration 133Q: 3 clusters Score -2.463413e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125396 members 
Mstep: Class 2 contains 84258 members 
Entering Unmasked Estep 
Score: -24634120.000000 Penalty: 3982.294434
	Iteration 134Q: 3 clusters Score -2.463412e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125434 members 
Mstep: Class 2 contains 84220 members 
Entering Unmasked Estep 
Score: -24634084.000000 Penalty: 3982.294434
	Iteration 135Q: 3 clusters Score -2.463408e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125464 members 
Mstep: Class 2 contains 84190 members 
Entering Unmasked Estep 
Score: -24634088.000000 Penalty: 3982.294434
	Iteration 136Q: 3 clusters Score -2.463409e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125480 members 
Mstep: Class 2 contains 84174 members 
Entering Unmasked Estep 
Score: -24634074.000000 Penalty: 3982.294434
	Iteration 137Q: 3 clusters Score -2.463407e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125511 members 
Mstep: Class 2 contains 84143 members 
Entering Unmasked Estep 
Score: -24634078.000000 Penalty: 3982.294434
	Iteration 138Q: 3 clusters Score -2.463408e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125533 members 
Mstep: Class 2 contains 84121 members 
Entering Unmasked Estep 
Score: -24634090.000000 Penalty: 3982.294434
	Iteration 139Q: 3 clusters Score -2.463409e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125555 members 
Mstep: Class 2 contains 84099 members 
Entering Unmasked Estep 
Score: -24634098.000000 Penalty: 3982.294434
	Iteration 140F: 3 clusters Score -2.46341e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125571 members 
Mstep: Class 2 contains 84083 members 
Entering Unmasked Estep 
Score: -24634072.000000 Penalty: 3982.294434
	Iteration 141Q: 3 clusters Score -2.463407e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125594 members 
Mstep: Class 2 contains 84060 members 
Entering Unmasked Estep 
Score: -24634040.000000 Penalty: 3982.294434
	Iteration 142Q: 3 clusters Score -2.463404e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125605 members 
Mstep: Class 2 contains 84049 members 
Entering Unmasked Estep 
Score: -24634012.000000 Penalty: 3982.294434
	Iteration 143Q: 3 clusters Score -2.463401e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125617 members 
Mstep: Class 2 contains 84037 members 
Entering Unmasked Estep 
Score: -24634010.000000 Penalty: 3982.294434
	Iteration 144Q: 3 clusters Score -2.463401e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125627 members 
Mstep: Class 2 contains 84027 members 
Entering Unmasked Estep 
Score: -24634006.000000 Penalty: 3982.294434
	Iteration 145Q: 3 clusters Score -2.463401e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125640 members 
Mstep: Class 2 contains 84014 members 
Entering Unmasked Estep 
Score: -24633974.000000 Penalty: 3982.294434
	Iteration 146Q: 3 clusters Score -2.463397e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125652 members 
Mstep: Class 2 contains 84002 members 
Entering Unmasked Estep 
Score: -24633990.000000 Penalty: 3982.294434
	Iteration 147Q: 3 clusters Score -2.463399e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125667 members 
Mstep: Class 2 contains 83987 members 
Entering Unmasked Estep 
Score: -24633978.000000 Penalty: 3982.294434
	Iteration 148Q: 3 clusters Score -2.463398e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125685 members 
Mstep: Class 2 contains 83969 members 
Entering Unmasked Estep 
Score: -24633966.000000 Penalty: 3982.294434
	Iteration 149Q: 3 clusters Score -2.463397e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125702 members 
Mstep: Class 2 contains 83952 members 
Entering Unmasked Estep 
Score: -24633962.000000 Penalty: 3982.294434
	Iteration 150Q: 3 clusters Score -2.463396e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125711 members 
Mstep: Class 2 contains 83943 members 
Entering Unmasked Estep 
Score: -24633954.000000 Penalty: 3982.294434
	Iteration 151Q: 3 clusters Score -2.463395e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125717 members 
Mstep: Class 2 contains 83937 members 
Entering Unmasked Estep 
Score: -24633936.000000 Penalty: 3982.294434
	Iteration 152Q: 3 clusters Score -2.463394e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125727 members 
Mstep: Class 2 contains 83927 members 
Entering Unmasked Estep 
Score: -24633956.000000 Penalty: 3982.294434
	Iteration 153Q: 3 clusters Score -2.463396e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125742 members 
Mstep: Class 2 contains 83912 members 
Entering Unmasked Estep 
Score: -24633934.000000 Penalty: 3982.294434
	Iteration 154Q: 3 clusters Score -2.463393e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125758 members 
Mstep: Class 2 contains 83896 members 
Entering Unmasked Estep 
Score: -24633914.000000 Penalty: 3982.294434
	Iteration 155Q: 3 clusters Score -2.463391e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125772 members 
Mstep: Class 2 contains 83882 members 
Entering Unmasked Estep 
Score: -24633910.000000 Penalty: 3982.294434
	Iteration 156Q: 3 clusters Score -2.463391e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125788 members 
Mstep: Class 2 contains 83866 members 
Entering Unmasked Estep 
Score: -24633890.000000 Penalty: 3982.294434
	Iteration 157Q: 3 clusters Score -2.463389e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125803 members 
Mstep: Class 2 contains 83851 members 
Entering Unmasked Estep 
Score: -24633866.000000 Penalty: 3982.294434
	Iteration 158Q: 3 clusters Score -2.463387e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125823 members 
Mstep: Class 2 contains 83831 members 
Entering Unmasked Estep 
Score: -24633842.000000 Penalty: 3982.294434
	Iteration 159Q: 3 clusters Score -2.463384e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125840 members 
Mstep: Class 2 contains 83814 members 
Entering Unmasked Estep 
Score: -24633846.000000 Penalty: 3982.294434
	Iteration 160F: 3 clusters Score -2.463385e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125856 members 
Mstep: Class 2 contains 83798 members 
Entering Unmasked Estep 
Score: -24633850.000000 Penalty: 3982.294434
	Iteration 161Q: 3 clusters Score -2.463385e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125865 members 
Mstep: Class 2 contains 83789 members 
Entering Unmasked Estep 
Score: -24633858.000000 Penalty: 3982.294434
	Iteration 162Q: 3 clusters Score -2.463386e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125877 members 
Mstep: Class 2 contains 83777 members 
Entering Unmasked Estep 
Score: -24633854.000000 Penalty: 3982.294434
	Iteration 163Q: 3 clusters Score -2.463385e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125885 members 
Mstep: Class 2 contains 83769 members 
Entering Unmasked Estep 
Score: -24633826.000000 Penalty: 3982.294434
	Iteration 164Q: 3 clusters Score -2.463383e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125894 members 
Mstep: Class 2 contains 83760 members 
Entering Unmasked Estep 
Score: -24633830.000000 Penalty: 3982.294434
	Iteration 165Q: 3 clusters Score -2.463383e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125910 members 
Mstep: Class 2 contains 83744 members 
Entering Unmasked Estep 
Score: -24633814.000000 Penalty: 3982.294434
	Iteration 166Q: 3 clusters Score -2.463381e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125932 members 
Mstep: Class 2 contains 83722 members 
Entering Unmasked Estep 
Score: -24633798.000000 Penalty: 3982.294434
	Iteration 167Q: 3 clusters Score -2.46338e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125949 members 
Mstep: Class 2 contains 83705 members 
Entering Unmasked Estep 
Score: -24633806.000000 Penalty: 3982.294434
	Iteration 168Q: 3 clusters Score -2.463381e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125963 members 
Mstep: Class 2 contains 83691 members 
Entering Unmasked Estep 
Score: -24633804.000000 Penalty: 3982.294434
	Iteration 169Q: 3 clusters Score -2.46338e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125982 members 
Mstep: Class 2 contains 83672 members 
Entering Unmasked Estep 
Score: -24633742.000000 Penalty: 3982.294434
	Iteration 170Q: 3 clusters Score -2.463374e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125990 members 
Mstep: Class 2 contains 83664 members 
Entering Unmasked Estep 
Score: -24633740.000000 Penalty: 3982.294434
	Iteration 171Q: 3 clusters Score -2.463374e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125998 members 
Mstep: Class 2 contains 83656 members 
Entering Unmasked Estep 
Score: -24633750.000000 Penalty: 3982.294434
	Iteration 172Q: 3 clusters Score -2.463375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126001 members 
Mstep: Class 2 contains 83653 members 
Entering Unmasked Estep 
Score: -24633744.000000 Penalty: 3982.294434
	Iteration 173Q: 3 clusters Score -2.463374e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126003 members 
Mstep: Class 2 contains 83651 members 
Entering Unmasked Estep 
Score: -24633762.000000 Penalty: 3982.294434
	Iteration 174Q: 3 clusters Score -2.463376e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126002 members 
Mstep: Class 2 contains 83652 members 
Entering Unmasked Estep 
Score: -24633756.000000 Penalty: 3982.294434
	Iteration 175Q: 3 clusters Score -2.463376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126002 members 
Mstep: Class 2 contains 83652 members 
Entering Unmasked Estep 
Score: -24633750.000000 Penalty: 3982.294434
	Iteration 176Q: 3 clusters Score -2.463375e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126001 members 
Mstep: Class 2 contains 83653 members 
Entering Unmasked Estep 
Score: -24633744.000000 Penalty: 3982.294434
	Iteration 177Q: 3 clusters Score -2.463374e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126001 members 
Mstep: Class 2 contains 83653 members 
Entering Unmasked Estep 
Score: -24633744.000000 Penalty: 3982.294434
	Iteration 178F: 3 clusters Score -2.463374e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 224 members 
Mstep: Class 1 contains 125112 members 
Mstep: Class 2 contains 195960 members 
Mstep: Class 3 contains 127772 members 
Mstep: Class 4 contains 30255 members 
Mstep: Class 5 contains 126001 members 
Mstep: Class 6 contains 95099 members 
Mstep: Class 7 contains 216800 members 
Mstep: Class 8 contains 32328 members 
Mstep: Class 9 contains 30306 members 
Mstep: Class 10 contains 9492 members 
Mstep: Class 11 contains 2212 members 
Mstep: Class 12 contains 1460 members 
Mstep: Class 13 contains 6027 members 
Mstep: Class 14 contains 3830 members 
Mstep: Class 15 contains 12183 members 
Mstep: Class 16 contains 88410 members 
Mstep: Class 17 contains 207599 members 
Mstep: Class 18 contains 98012 members 
Mstep: Class 19 contains 7366 members 
Mstep: Class 20 contains 212943 members 
Mstep: Class 21 contains 9838 members 
Mstep: Class 22 contains 83653 members 
Entering Unmasked Estep 
Score: -194299008.000000 Penalty: 51335.246094
Splitting cluster 5 changes total score from -194218224.000000 to -194299008.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 6 (95099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95099 members 
Entering Unmasked Estep 
Score: -10388021.000000 Penalty: 1862.684570
	Iteration 0F: 2 clusters Score -1.038802e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47423 members 
Mstep: Class 2 contains 47676 members 
Entering Unmasked Estep 
Score: -10324358.000000 Penalty: 3725.369141
	Iteration 0F: 3 clusters Score -1.032436e+07 nChanged 45499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45448 members 
Mstep: Class 2 contains 49651 members 
Entering Unmasked Estep 
Score: -10351444.000000 Penalty: 3725.369141
	Iteration 1F: 3 clusters Score -1.035144e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44604 members 
Mstep: Class 2 contains 50495 members 
Entering Unmasked Estep 
Score: -10353074.000000 Penalty: 3725.369141
	Iteration 2Q: 3 clusters Score -1.035307e+07 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43540 members 
Mstep: Class 2 contains 51559 members 
Entering Unmasked Estep 
Score: -10355392.000000 Penalty: 3725.369141
	Iteration 3Q: 3 clusters Score -1.035539e+07 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42236 members 
Mstep: Class 2 contains 52863 members 
Entering Unmasked Estep 
Score: -10358971.000000 Penalty: 3725.369141
	Iteration 4F: 3 clusters Score -1.035897e+07 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40913 members 
Mstep: Class 2 contains 54186 members 
Entering Unmasked Estep 
Score: -10363486.000000 Penalty: 3725.369141
	Iteration 5F: 3 clusters Score -1.036349e+07 nChanged 6504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39689 members 
Mstep: Class 2 contains 55410 members 
Entering Unmasked Estep 
Score: -10368854.000000 Penalty: 3725.369141
	Iteration 6F: 3 clusters Score -1.036885e+07 nChanged 6184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38665 members 
Mstep: Class 2 contains 56434 members 
Entering Unmasked Estep 
Score: -10373557.000000 Penalty: 3725.369141
	Iteration 7F: 3 clusters Score -1.037356e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37960 members 
Mstep: Class 2 contains 57139 members 
Entering Unmasked Estep 
Score: -10376553.000000 Penalty: 3725.369141
	Iteration 8F: 3 clusters Score -1.037655e+07 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37578 members 
Mstep: Class 2 contains 57521 members 
Entering Unmasked Estep 
Score: -10378293.000000 Penalty: 3725.369141
	Iteration 9Q: 3 clusters Score -1.037829e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37495 members 
Mstep: Class 2 contains 57604 members 
Entering Unmasked Estep 
Score: -10379262.000000 Penalty: 3725.369141
	Iteration 10Q: 3 clusters Score -1.037926e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37673 members 
Mstep: Class 2 contains 57426 members 
Entering Unmasked Estep 
Score: -10379766.000000 Penalty: 3725.369141
	Iteration 11Q: 3 clusters Score -1.037977e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37989 members 
Mstep: Class 2 contains 57110 members 
Entering Unmasked Estep 
Score: -10380186.000000 Penalty: 3725.369141
	Iteration 12Q: 3 clusters Score -1.038019e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38413 members 
Mstep: Class 2 contains 56686 members 
Entering Unmasked Estep 
Score: -10380581.000000 Penalty: 3725.369141
	Iteration 13Q: 3 clusters Score -1.038058e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39064 members 
Mstep: Class 2 contains 56035 members 
Entering Unmasked Estep 
Score: -10380849.000000 Penalty: 3725.369141
	Iteration 14Q: 3 clusters Score -1.038085e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39770 members 
Mstep: Class 2 contains 55329 members 
Entering Unmasked Estep 
Score: -10381218.000000 Penalty: 3725.369141
	Iteration 15Q: 3 clusters Score -1.038122e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40582 members 
Mstep: Class 2 contains 54517 members 
Entering Unmasked Estep 
Score: -10381551.000000 Penalty: 3725.369141
	Iteration 16Q: 3 clusters Score -1.038155e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41435 members 
Mstep: Class 2 contains 53664 members 
Entering Unmasked Estep 
Score: -10381884.000000 Penalty: 3725.369141
	Iteration 17Q: 3 clusters Score -1.038188e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42431 members 
Mstep: Class 2 contains 52668 members 
Entering Unmasked Estep 
Score: -10382366.000000 Penalty: 3725.369141
	Iteration 18Q: 3 clusters Score -1.038237e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43525 members 
Mstep: Class 2 contains 51574 members 
Entering Unmasked Estep 
Score: -10382868.000000 Penalty: 3725.369141
	Iteration 19Q: 3 clusters Score -1.038287e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44549 members 
Mstep: Class 2 contains 50550 members 
Entering Unmasked Estep 
Score: -10383345.000000 Penalty: 3725.369141
	Iteration 20F: 3 clusters Score -1.038334e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45530 members 
Mstep: Class 2 contains 49569 members 
Entering Unmasked Estep 
Score: -10383749.000000 Penalty: 3725.369141
	Iteration 21Q: 3 clusters Score -1.038375e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46486 members 
Mstep: Class 2 contains 48613 members 
Entering Unmasked Estep 
Score: -10384189.000000 Penalty: 3725.369141
	Iteration 22Q: 3 clusters Score -1.038419e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47275 members 
Mstep: Class 2 contains 47824 members 
Entering Unmasked Estep 
Score: -10384401.000000 Penalty: 3725.369141
	Iteration 23Q: 3 clusters Score -1.03844e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47912 members 
Mstep: Class 2 contains 47187 members 
Entering Unmasked Estep 
Score: -10384603.000000 Penalty: 3725.369141
	Iteration 24Q: 3 clusters Score -1.03846e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48426 members 
Mstep: Class 2 contains 46673 members 
Entering Unmasked Estep 
Score: -10384703.000000 Penalty: 3725.369141
	Iteration 25Q: 3 clusters Score -1.03847e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48859 members 
Mstep: Class 2 contains 46240 members 
Entering Unmasked Estep 
Score: -10384844.000000 Penalty: 3725.369141
	Iteration 26Q: 3 clusters Score -1.038484e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49235 members 
Mstep: Class 2 contains 45864 members 
Entering Unmasked Estep 
Score: -10384877.000000 Penalty: 3725.369141
	Iteration 27Q: 3 clusters Score -1.038488e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49588 members 
Mstep: Class 2 contains 45511 members 
Entering Unmasked Estep 
Score: -10384925.000000 Penalty: 3725.369141
	Iteration 28Q: 3 clusters Score -1.038492e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49908 members 
Mstep: Class 2 contains 45191 members 
Entering Unmasked Estep 
Score: -10384980.000000 Penalty: 3725.369141
	Iteration 29Q: 3 clusters Score -1.038498e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50216 members 
Mstep: Class 2 contains 44883 members 
Entering Unmasked Estep 
Score: -10385024.000000 Penalty: 3725.369141
	Iteration 30Q: 3 clusters Score -1.038502e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50496 members 
Mstep: Class 2 contains 44603 members 
Entering Unmasked Estep 
Score: -10385018.000000 Penalty: 3725.369141
	Iteration 31Q: 3 clusters Score -1.038502e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50792 members 
Mstep: Class 2 contains 44307 members 
Entering Unmasked Estep 
Score: -10385071.000000 Penalty: 3725.369141
	Iteration 32Q: 3 clusters Score -1.038507e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51079 members 
Mstep: Class 2 contains 44020 members 
Entering Unmasked Estep 
Score: -10385075.000000 Penalty: 3725.369141
	Iteration 33Q: 3 clusters Score -1.038508e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51365 members 
Mstep: Class 2 contains 43734 members 
Entering Unmasked Estep 
Score: -10385104.000000 Penalty: 3725.369141
	Iteration 34Q: 3 clusters Score -1.03851e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51642 members 
Mstep: Class 2 contains 43457 members 
Entering Unmasked Estep 
Score: -10385144.000000 Penalty: 3725.369141
	Iteration 35Q: 3 clusters Score -1.038514e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51944 members 
Mstep: Class 2 contains 43155 members 
Entering Unmasked Estep 
Score: -10385191.000000 Penalty: 3725.369141
	Iteration 36Q: 3 clusters Score -1.038519e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52250 members 
Mstep: Class 2 contains 42849 members 
Entering Unmasked Estep 
Score: -10385177.000000 Penalty: 3725.369141
	Iteration 37Q: 3 clusters Score -1.038518e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52552 members 
Mstep: Class 2 contains 42547 members 
Entering Unmasked Estep 
Score: -10385177.000000 Penalty: 3725.369141
	Iteration 38Q: 3 clusters Score -1.038518e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52871 members 
Mstep: Class 2 contains 42228 members 
Entering Unmasked Estep 
Score: -10385207.000000 Penalty: 3725.369141
	Iteration 39Q: 3 clusters Score -1.038521e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53215 members 
Mstep: Class 2 contains 41884 members 
Entering Unmasked Estep 
Score: -10385243.000000 Penalty: 3725.369141
	Iteration 40F: 3 clusters Score -1.038524e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53539 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
Score: -10385243.000000 Penalty: 3725.369141
	Iteration 41Q: 3 clusters Score -1.038524e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53873 members 
Mstep: Class 2 contains 41226 members 
Entering Unmasked Estep 
Score: -10385288.000000 Penalty: 3725.369141
	Iteration 42Q: 3 clusters Score -1.038529e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54169 members 
Mstep: Class 2 contains 40930 members 
Entering Unmasked Estep 
Score: -10385355.000000 Penalty: 3725.369141
	Iteration 43Q: 3 clusters Score -1.038536e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54439 members 
Mstep: Class 2 contains 40660 members 
Entering Unmasked Estep 
Score: -10385363.000000 Penalty: 3725.369141
	Iteration 44Q: 3 clusters Score -1.038536e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54700 members 
Mstep: Class 2 contains 40399 members 
Entering Unmasked Estep 
Score: -10385378.000000 Penalty: 3725.369141
	Iteration 45Q: 3 clusters Score -1.038538e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54964 members 
Mstep: Class 2 contains 40135 members 
Entering Unmasked Estep 
Score: -10385398.000000 Penalty: 3725.369141
	Iteration 46Q: 3 clusters Score -1.03854e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55231 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -10385397.000000 Penalty: 3725.369141
	Iteration 47Q: 3 clusters Score -1.03854e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55507 members 
Mstep: Class 2 contains 39592 members 
Entering Unmasked Estep 
Score: -10385425.000000 Penalty: 3725.369141
	Iteration 48Q: 3 clusters Score -1.038542e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55763 members 
Mstep: Class 2 contains 39336 members 
Entering Unmasked Estep 
Score: -10385431.000000 Penalty: 3725.369141
	Iteration 49Q: 3 clusters Score -1.038543e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56007 members 
Mstep: Class 2 contains 39092 members 
Entering Unmasked Estep 
Score: -10385436.000000 Penalty: 3725.369141
	Iteration 50Q: 3 clusters Score -1.038544e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56262 members 
Mstep: Class 2 contains 38837 members 
Entering Unmasked Estep 
Score: -10385446.000000 Penalty: 3725.369141
	Iteration 51Q: 3 clusters Score -1.038545e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56495 members 
Mstep: Class 2 contains 38604 members 
Entering Unmasked Estep 
Score: -10385499.000000 Penalty: 3725.369141
	Iteration 52Q: 3 clusters Score -1.03855e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56691 members 
Mstep: Class 2 contains 38408 members 
Entering Unmasked Estep 
Score: -10385525.000000 Penalty: 3725.369141
	Iteration 53Q: 3 clusters Score -1.038552e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56906 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -10385531.000000 Penalty: 3725.369141
	Iteration 54Q: 3 clusters Score -1.038553e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57103 members 
Mstep: Class 2 contains 37996 members 
Entering Unmasked Estep 
Score: -10385514.000000 Penalty: 3725.369141
	Iteration 55Q: 3 clusters Score -1.038551e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57303 members 
Mstep: Class 2 contains 37796 members 
Entering Unmasked Estep 
Score: -10385530.000000 Penalty: 3725.369141
	Iteration 56Q: 3 clusters Score -1.038553e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57494 members 
Mstep: Class 2 contains 37605 members 
Entering Unmasked Estep 
Score: -10385543.000000 Penalty: 3725.369141
	Iteration 57Q: 3 clusters Score -1.038554e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57674 members 
Mstep: Class 2 contains 37425 members 
Entering Unmasked Estep 
Score: -10385547.000000 Penalty: 3725.369141
	Iteration 58Q: 3 clusters Score -1.038555e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57839 members 
Mstep: Class 2 contains 37260 members 
Entering Unmasked Estep 
Score: -10385543.000000 Penalty: 3725.369141
	Iteration 59Q: 3 clusters Score -1.038554e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58013 members 
Mstep: Class 2 contains 37086 members 
Entering Unmasked Estep 
Score: -10385569.000000 Penalty: 3725.369141
	Iteration 60F: 3 clusters Score -1.038557e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58181 members 
Mstep: Class 2 contains 36918 members 
Entering Unmasked Estep 
Score: -10385590.000000 Penalty: 3725.369141
	Iteration 61Q: 3 clusters Score -1.038559e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58320 members 
Mstep: Class 2 contains 36779 members 
Entering Unmasked Estep 
Score: -10385559.000000 Penalty: 3725.369141
	Iteration 62Q: 3 clusters Score -1.038556e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58465 members 
Mstep: Class 2 contains 36634 members 
Entering Unmasked Estep 
Score: -10385566.000000 Penalty: 3725.369141
	Iteration 63Q: 3 clusters Score -1.038557e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58611 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
Score: -10385567.000000 Penalty: 3725.369141
	Iteration 64Q: 3 clusters Score -1.038557e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58745 members 
Mstep: Class 2 contains 36354 members 
Entering Unmasked Estep 
Score: -10385603.000000 Penalty: 3725.369141
	Iteration 65Q: 3 clusters Score -1.03856e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58856 members 
Mstep: Class 2 contains 36243 members 
Entering Unmasked Estep 
Score: -10385615.000000 Penalty: 3725.369141
	Iteration 66Q: 3 clusters Score -1.038562e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58942 members 
Mstep: Class 2 contains 36157 members 
Entering Unmasked Estep 
Score: -10385617.000000 Penalty: 3725.369141
	Iteration 67Q: 3 clusters Score -1.038562e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59031 members 
Mstep: Class 2 contains 36068 members 
Entering Unmasked Estep 
Score: -10385626.000000 Penalty: 3725.369141
	Iteration 68Q: 3 clusters Score -1.038563e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59123 members 
Mstep: Class 2 contains 35976 members 
Entering Unmasked Estep 
Score: -10385622.000000 Penalty: 3725.369141
	Iteration 69Q: 3 clusters Score -1.038562e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59213 members 
Mstep: Class 2 contains 35886 members 
Entering Unmasked Estep 
Score: -10385652.000000 Penalty: 3725.369141
	Iteration 70Q: 3 clusters Score -1.038565e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59303 members 
Mstep: Class 2 contains 35796 members 
Entering Unmasked Estep 
Score: -10385669.000000 Penalty: 3725.369141
	Iteration 71Q: 3 clusters Score -1.038567e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59389 members 
Mstep: Class 2 contains 35710 members 
Entering Unmasked Estep 
Score: -10385688.000000 Penalty: 3725.369141
	Iteration 72Q: 3 clusters Score -1.038569e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59467 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
Score: -10385666.000000 Penalty: 3725.369141
	Iteration 73Q: 3 clusters Score -1.038567e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59536 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -10385678.000000 Penalty: 3725.369141
	Iteration 74Q: 3 clusters Score -1.038568e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59586 members 
Mstep: Class 2 contains 35513 members 
Entering Unmasked Estep 
Score: -10385665.000000 Penalty: 3725.369141
	Iteration 75Q: 3 clusters Score -1.038566e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59637 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -10385671.000000 Penalty: 3725.369141
	Iteration 76Q: 3 clusters Score -1.038567e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59695 members 
Mstep: Class 2 contains 35404 members 
Entering Unmasked Estep 
Score: -10385684.000000 Penalty: 3725.369141
	Iteration 77Q: 3 clusters Score -1.038568e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59753 members 
Mstep: Class 2 contains 35346 members 
Entering Unmasked Estep 
Score: -10385688.000000 Penalty: 3725.369141
	Iteration 78Q: 3 clusters Score -1.038569e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59808 members 
Mstep: Class 2 contains 35291 members 
Entering Unmasked Estep 
Score: -10385689.000000 Penalty: 3725.369141
	Iteration 79Q: 3 clusters Score -1.038569e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59860 members 
Mstep: Class 2 contains 35239 members 
Entering Unmasked Estep 
Score: -10385673.000000 Penalty: 3725.369141
	Iteration 80F: 3 clusters Score -1.038567e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59909 members 
Mstep: Class 2 contains 35190 members 
Entering Unmasked Estep 
Score: -10385682.000000 Penalty: 3725.369141
	Iteration 81Q: 3 clusters Score -1.038568e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59958 members 
Mstep: Class 2 contains 35141 members 
Entering Unmasked Estep 
Score: -10385673.000000 Penalty: 3725.369141
	Iteration 82Q: 3 clusters Score -1.038567e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60005 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -10385666.000000 Penalty: 3725.369141
	Iteration 83Q: 3 clusters Score -1.038567e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60043 members 
Mstep: Class 2 contains 35056 members 
Entering Unmasked Estep 
Score: -10385670.000000 Penalty: 3725.369141
	Iteration 84Q: 3 clusters Score -1.038567e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60088 members 
Mstep: Class 2 contains 35011 members 
Entering Unmasked Estep 
Score: -10385670.000000 Penalty: 3725.369141
	Iteration 85Q: 3 clusters Score -1.038567e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60120 members 
Mstep: Class 2 contains 34979 members 
Entering Unmasked Estep 
Score: -10385663.000000 Penalty: 3725.369141
	Iteration 86Q: 3 clusters Score -1.038566e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60150 members 
Mstep: Class 2 contains 34949 members 
Entering Unmasked Estep 
Score: -10385658.000000 Penalty: 3725.369141
	Iteration 87Q: 3 clusters Score -1.038566e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60184 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -10385660.000000 Penalty: 3725.369141
	Iteration 88Q: 3 clusters Score -1.038566e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60211 members 
Mstep: Class 2 contains 34888 members 
Entering Unmasked Estep 
Score: -10385650.000000 Penalty: 3725.369141
	Iteration 89Q: 3 clusters Score -1.038565e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60239 members 
Mstep: Class 2 contains 34860 members 
Entering Unmasked Estep 
Score: -10385650.000000 Penalty: 3725.369141
	Iteration 90Q: 3 clusters Score -1.038565e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60272 members 
Mstep: Class 2 contains 34827 members 
Entering Unmasked Estep 
Score: -10385661.000000 Penalty: 3725.369141
	Iteration 91Q: 3 clusters Score -1.038566e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 34797 members 
Entering Unmasked Estep 
Score: -10385645.000000 Penalty: 3725.369141
	Iteration 92Q: 3 clusters Score -1.038564e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60334 members 
Mstep: Class 2 contains 34765 members 
Entering Unmasked Estep 
Score: -10385636.000000 Penalty: 3725.369141
	Iteration 93Q: 3 clusters Score -1.038564e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60365 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -10385640.000000 Penalty: 3725.369141
	Iteration 94Q: 3 clusters Score -1.038564e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60393 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
Score: -10385629.000000 Penalty: 3725.369141
	Iteration 95Q: 3 clusters Score -1.038563e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60416 members 
Mstep: Class 2 contains 34683 members 
Entering Unmasked Estep 
Score: -10385624.000000 Penalty: 3725.369141
	Iteration 96Q: 3 clusters Score -1.038562e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60436 members 
Mstep: Class 2 contains 34663 members 
Entering Unmasked Estep 
Score: -10385630.000000 Penalty: 3725.369141
	Iteration 97Q: 3 clusters Score -1.038563e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60452 members 
Mstep: Class 2 contains 34647 members 
Entering Unmasked Estep 
Score: -10385624.000000 Penalty: 3725.369141
	Iteration 98Q: 3 clusters Score -1.038562e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60461 members 
Mstep: Class 2 contains 34638 members 
Entering Unmasked Estep 
Score: -10385631.000000 Penalty: 3725.369141
	Iteration 99Q: 3 clusters Score -1.038563e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60467 members 
Mstep: Class 2 contains 34632 members 
Entering Unmasked Estep 
Score: -10385631.000000 Penalty: 3725.369141
	Iteration 100F: 3 clusters Score -1.038563e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60480 members 
Mstep: Class 2 contains 34619 members 
Entering Unmasked Estep 
Score: -10385631.000000 Penalty: 3725.369141
	Iteration 101Q: 3 clusters Score -1.038563e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60495 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -10385628.000000 Penalty: 3725.369141
	Iteration 102Q: 3 clusters Score -1.038563e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60509 members 
Mstep: Class 2 contains 34590 members 
Entering Unmasked Estep 
Score: -10385617.000000 Penalty: 3725.369141
	Iteration 103Q: 3 clusters Score -1.038562e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60525 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -10385609.000000 Penalty: 3725.369141
	Iteration 104Q: 3 clusters Score -1.038561e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60538 members 
Mstep: Class 2 contains 34561 members 
Entering Unmasked Estep 
Score: -10385609.000000 Penalty: 3725.369141
	Iteration 105Q: 3 clusters Score -1.038561e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60555 members 
Mstep: Class 2 contains 34544 members 
Entering Unmasked Estep 
Score: -10385615.000000 Penalty: 3725.369141
	Iteration 106Q: 3 clusters Score -1.038562e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60562 members 
Mstep: Class 2 contains 34537 members 
Entering Unmasked Estep 
Score: -10385605.000000 Penalty: 3725.369141
	Iteration 107Q: 3 clusters Score -1.03856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60567 members 
Mstep: Class 2 contains 34532 members 
Entering Unmasked Estep 
Score: -10385607.000000 Penalty: 3725.369141
	Iteration 108Q: 3 clusters Score -1.038561e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60571 members 
Mstep: Class 2 contains 34528 members 
Entering Unmasked Estep 
Score: -10385597.000000 Penalty: 3725.369141
	Iteration 109Q: 3 clusters Score -1.03856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60574 members 
Mstep: Class 2 contains 34525 members 
Entering Unmasked Estep 
Score: -10385602.000000 Penalty: 3725.369141
	Iteration 110Q: 3 clusters Score -1.03856e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60578 members 
Mstep: Class 2 contains 34521 members 
Entering Unmasked Estep 
Score: -10385616.000000 Penalty: 3725.369141
	Iteration 111Q: 3 clusters Score -1.038562e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60584 members 
Mstep: Class 2 contains 34515 members 
Entering Unmasked Estep 
Score: -10385617.000000 Penalty: 3725.369141
	Iteration 112Q: 3 clusters Score -1.038562e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60589 members 
Mstep: Class 2 contains 34510 members 
Entering Unmasked Estep 
Score: -10385618.000000 Penalty: 3725.369141
	Iteration 113Q: 3 clusters Score -1.038562e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60592 members 
Mstep: Class 2 contains 34507 members 
Entering Unmasked Estep 
Score: -10385614.000000 Penalty: 3725.369141
	Iteration 114Q: 3 clusters Score -1.038561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60594 members 
Mstep: Class 2 contains 34505 members 
Entering Unmasked Estep 
Score: -10385607.000000 Penalty: 3725.369141
	Iteration 115Q: 3 clusters Score -1.038561e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60597 members 
Mstep: Class 2 contains 34502 members 
Entering Unmasked Estep 
Score: -10385613.000000 Penalty: 3725.369141
	Iteration 116Q: 3 clusters Score -1.038561e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60600 members 
Mstep: Class 2 contains 34499 members 
Entering Unmasked Estep 
Score: -10385602.000000 Penalty: 3725.369141
	Iteration 117Q: 3 clusters Score -1.03856e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60604 members 
Mstep: Class 2 contains 34495 members 
Entering Unmasked Estep 
Score: -10385608.000000 Penalty: 3725.369141
	Iteration 118Q: 3 clusters Score -1.038561e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60608 members 
Mstep: Class 2 contains 34491 members 
Entering Unmasked Estep 
Score: -10385608.000000 Penalty: 3725.369141
	Iteration 119Q: 3 clusters Score -1.038561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60610 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -10385612.000000 Penalty: 3725.369141
	Iteration 120F: 3 clusters Score -1.038561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60612 members 
Mstep: Class 2 contains 34487 members 
Entering Unmasked Estep 
Score: -10385612.000000 Penalty: 3725.369141
	Iteration 121Q: 3 clusters Score -1.038561e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60612 members 
Mstep: Class 2 contains 34487 members 
Entering Unmasked Estep 
Score: -10385612.000000 Penalty: 3725.369141
	Iteration 122F: 3 clusters Score -1.038561e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (216800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216800 members 
Entering Unmasked Estep 
Score: -24711544.000000 Penalty: 1996.593750
	Iteration 0F: 2 clusters Score -2.471154e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108166 members 
Mstep: Class 2 contains 108634 members 
Entering Unmasked Estep 
Score: -24589074.000000 Penalty: 3993.187500
	Iteration 0F: 3 clusters Score -2.458907e+07 nChanged 105437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103821 members 
Mstep: Class 2 contains 112979 members 
Entering Unmasked Estep 
Score: -24651972.000000 Penalty: 3993.187500
	Iteration 1F: 3 clusters Score -2.465197e+07 nChanged 7889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100612 members 
Mstep: Class 2 contains 116188 members 
Entering Unmasked Estep 
Score: -24653280.000000 Penalty: 3993.187500
	Iteration 2Q: 3 clusters Score -2.465328e+07 nChanged 9099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96383 members 
Mstep: Class 2 contains 120417 members 
Entering Unmasked Estep 
Score: -24655012.000000 Penalty: 3993.187500
	Iteration 3Q: 3 clusters Score -2.465501e+07 nChanged 10540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91167 members 
Mstep: Class 2 contains 125633 members 
Entering Unmasked Estep 
Score: -24657992.000000 Penalty: 3993.187500
	Iteration 4Q: 3 clusters Score -2.465799e+07 nChanged 12416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85077 members 
Mstep: Class 2 contains 131723 members 
Entering Unmasked Estep 
Score: -24662624.000000 Penalty: 3993.187500
	Iteration 5F: 3 clusters Score -2.466262e+07 nChanged 13742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78939 members 
Mstep: Class 2 contains 137861 members 
Entering Unmasked Estep 
Score: -24669474.000000 Penalty: 3993.187500
	Iteration 6F: 3 clusters Score -2.466947e+07 nChanged 14188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74359 members 
Mstep: Class 2 contains 142441 members 
Entering Unmasked Estep 
Score: -24677284.000000 Penalty: 3993.187500
	Iteration 7F: 3 clusters Score -2.467728e+07 nChanged 13362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72153 members 
Mstep: Class 2 contains 144647 members 
Entering Unmasked Estep 
Score: -24684092.000000 Penalty: 3993.187500
	Iteration 8F: 3 clusters Score -2.468409e+07 nChanged 11281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72010 members 
Mstep: Class 2 contains 144790 members 
Entering Unmasked Estep 
Score: -24688300.000000 Penalty: 3993.187500
	Iteration 9F: 3 clusters Score -2.46883e+07 nChanged 8454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73196 members 
Mstep: Class 2 contains 143604 members 
Entering Unmasked Estep 
Score: -24690302.000000 Penalty: 3993.187500
	Iteration 10Q: 3 clusters Score -2.46903e+07 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75232 members 
Mstep: Class 2 contains 141568 members 
Entering Unmasked Estep 
Score: -24691132.000000 Penalty: 3993.187500
	Iteration 11Q: 3 clusters Score -2.469113e+07 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77933 members 
Mstep: Class 2 contains 138867 members 
Entering Unmasked Estep 
Score: -24691696.000000 Penalty: 3993.187500
	Iteration 12Q: 3 clusters Score -2.46917e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81035 members 
Mstep: Class 2 contains 135765 members 
Entering Unmasked Estep 
Score: -24692204.000000 Penalty: 3993.187500
	Iteration 13Q: 3 clusters Score -2.46922e+07 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84644 members 
Mstep: Class 2 contains 132156 members 
Entering Unmasked Estep 
Score: -24692816.000000 Penalty: 3993.187500
	Iteration 14Q: 3 clusters Score -2.469282e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88557 members 
Mstep: Class 2 contains 128243 members 
Entering Unmasked Estep 
Score: -24693352.000000 Penalty: 3993.187500
	Iteration 15Q: 3 clusters Score -2.469335e+07 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92611 members 
Mstep: Class 2 contains 124189 members 
Entering Unmasked Estep 
Score: -24693966.000000 Penalty: 3993.187500
	Iteration 16Q: 3 clusters Score -2.469397e+07 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97251 members 
Mstep: Class 2 contains 119549 members 
Entering Unmasked Estep 
Score: -24694606.000000 Penalty: 3993.187500
	Iteration 17Q: 3 clusters Score -2.469461e+07 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102467 members 
Mstep: Class 2 contains 114333 members 
Entering Unmasked Estep 
Score: -24695516.000000 Penalty: 3993.187500
	Iteration 18Q: 3 clusters Score -2.469552e+07 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108514 members 
Mstep: Class 2 contains 108286 members 
Entering Unmasked Estep 
Score: -24696514.000000 Penalty: 3993.187500
	Iteration 19Q: 3 clusters Score -2.469651e+07 nChanged 6856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115370 members 
Mstep: Class 2 contains 101430 members 
Entering Unmasked Estep 
Score: -24697234.000000 Penalty: 3993.187500
	Iteration 20F: 3 clusters Score -2.469723e+07 nChanged 7726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123056 members 
Mstep: Class 2 contains 93744 members 
Entering Unmasked Estep 
Score: -24697694.000000 Penalty: 3993.187500
	Iteration 21Q: 3 clusters Score -2.469769e+07 nChanged 8720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131520 members 
Mstep: Class 2 contains 85280 members 
Entering Unmasked Estep 
Score: -24698180.000000 Penalty: 3993.187500
	Iteration 22Q: 3 clusters Score -2.469818e+07 nChanged 10328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141382 members 
Mstep: Class 2 contains 75418 members 
Entering Unmasked Estep 
Score: -24699684.000000 Penalty: 3993.187500
	Iteration 23Q: 3 clusters Score -2.469968e+07 nChanged 12027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152887 members 
Mstep: Class 2 contains 63913 members 
Entering Unmasked Estep 
Score: -24701650.000000 Penalty: 3993.187500
	Iteration 24F: 3 clusters Score -2.470165e+07 nChanged 12357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164518 members 
Mstep: Class 2 contains 52282 members 
Entering Unmasked Estep 
Score: -24704410.000000 Penalty: 3993.187500
	Iteration 25F: 3 clusters Score -2.470441e+07 nChanged 10851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174395 members 
Mstep: Class 2 contains 42405 members 
Entering Unmasked Estep 
Score: -24706488.000000 Penalty: 3993.187500
	Iteration 26F: 3 clusters Score -2.470649e+07 nChanged 8236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181439 members 
Mstep: Class 2 contains 35361 members 
Entering Unmasked Estep 
Score: -24707370.000000 Penalty: 3993.187500
	Iteration 27Q: 3 clusters Score -2.470737e+07 nChanged 5639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185776 members 
Mstep: Class 2 contains 31024 members 
Entering Unmasked Estep 
Score: -24712148.000000 Penalty: 3993.187500
	Iteration 28Q: 3 clusters Score -2.471215e+07 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188619 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -24714218.000000 Penalty: 3993.187500
	Iteration 29Q: 3 clusters Score -2.471422e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190709 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -24715754.000000 Penalty: 3993.187500
	Iteration 30Q: 3 clusters Score -2.471575e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192417 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -24716710.000000 Penalty: 3993.187500
	Iteration 31Q: 3 clusters Score -2.471671e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193788 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -24717338.000000 Penalty: 3993.187500
	Iteration 32Q: 3 clusters Score -2.471734e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194946 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -24717728.000000 Penalty: 3993.187500
	Iteration 33Q: 3 clusters Score -2.471773e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195921 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -24717780.000000 Penalty: 3993.187500
	Iteration 34Q: 3 clusters Score -2.471778e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196730 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -24717956.000000 Penalty: 3993.187500
	Iteration 35Q: 3 clusters Score -2.471796e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197472 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -24718152.000000 Penalty: 3993.187500
	Iteration 36Q: 3 clusters Score -2.471815e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198118 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -24718296.000000 Penalty: 3993.187500
	Iteration 37Q: 3 clusters Score -2.47183e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198688 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -24718442.000000 Penalty: 3993.187500
	Iteration 38Q: 3 clusters Score -2.471844e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199208 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -24718502.000000 Penalty: 3993.187500
	Iteration 39Q: 3 clusters Score -2.47185e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199660 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -24718528.000000 Penalty: 3993.187500
	Iteration 40F: 3 clusters Score -2.471853e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200005 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -24718558.000000 Penalty: 3993.187500
	Iteration 41Q: 3 clusters Score -2.471856e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200330 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -24718544.000000 Penalty: 3993.187500
	Iteration 42Q: 3 clusters Score -2.471854e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200648 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -24718528.000000 Penalty: 3993.187500
	Iteration 43Q: 3 clusters Score -2.471853e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200920 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -24718562.000000 Penalty: 3993.187500
	Iteration 44Q: 3 clusters Score -2.471856e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201156 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -24718564.000000 Penalty: 3993.187500
	Iteration 45Q: 3 clusters Score -2.471856e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201372 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -24718524.000000 Penalty: 3993.187500
	Iteration 46Q: 3 clusters Score -2.471852e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201564 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -24718512.000000 Penalty: 3993.187500
	Iteration 47Q: 3 clusters Score -2.471851e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201734 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -24718412.000000 Penalty: 3993.187500
	Iteration 48Q: 3 clusters Score -2.471841e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201883 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -24718386.000000 Penalty: 3993.187500
	Iteration 49Q: 3 clusters Score -2.471839e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202032 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -24718376.000000 Penalty: 3993.187500
	Iteration 50Q: 3 clusters Score -2.471838e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202174 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -24718372.000000 Penalty: 3993.187500
	Iteration 51Q: 3 clusters Score -2.471837e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202296 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -24718430.000000 Penalty: 3993.187500
	Iteration 52Q: 3 clusters Score -2.471843e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202427 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -24718420.000000 Penalty: 3993.187500
	Iteration 53Q: 3 clusters Score -2.471842e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202533 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -24718398.000000 Penalty: 3993.187500
	Iteration 54Q: 3 clusters Score -2.47184e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202639 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -24718360.000000 Penalty: 3993.187500
	Iteration 55Q: 3 clusters Score -2.471836e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202729 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -24718342.000000 Penalty: 3993.187500
	Iteration 56Q: 3 clusters Score -2.471834e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202797 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -24718330.000000 Penalty: 3993.187500
	Iteration 57Q: 3 clusters Score -2.471833e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202858 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -24718342.000000 Penalty: 3993.187500
	Iteration 58Q: 3 clusters Score -2.471834e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202912 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -24718318.000000 Penalty: 3993.187500
	Iteration 59Q: 3 clusters Score -2.471832e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202969 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -24718316.000000 Penalty: 3993.187500
	Iteration 60F: 3 clusters Score -2.471832e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203028 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -24718292.000000 Penalty: 3993.187500
	Iteration 61Q: 3 clusters Score -2.471829e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203089 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -24718306.000000 Penalty: 3993.187500
	Iteration 62Q: 3 clusters Score -2.471831e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203150 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -24718306.000000 Penalty: 3993.187500
	Iteration 63Q: 3 clusters Score -2.471831e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203207 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -24718282.000000 Penalty: 3993.187500
	Iteration 64Q: 3 clusters Score -2.471828e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203255 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -24718288.000000 Penalty: 3993.187500
	Iteration 65Q: 3 clusters Score -2.471829e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203286 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -24718280.000000 Penalty: 3993.187500
	Iteration 66Q: 3 clusters Score -2.471828e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203326 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -24718286.000000 Penalty: 3993.187500
	Iteration 67Q: 3 clusters Score -2.471829e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203363 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -24718296.000000 Penalty: 3993.187500
	Iteration 68Q: 3 clusters Score -2.47183e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203400 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -24718290.000000 Penalty: 3993.187500
	Iteration 69Q: 3 clusters Score -2.471829e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203432 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -24718280.000000 Penalty: 3993.187500
	Iteration 70Q: 3 clusters Score -2.471828e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203456 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -24718286.000000 Penalty: 3993.187500
	Iteration 71Q: 3 clusters Score -2.471829e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203480 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -24718294.000000 Penalty: 3993.187500
	Iteration 72Q: 3 clusters Score -2.471829e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203495 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -24718276.000000 Penalty: 3993.187500
	Iteration 73Q: 3 clusters Score -2.471828e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203510 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -24718288.000000 Penalty: 3993.187500
	Iteration 74Q: 3 clusters Score -2.471829e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203519 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -24718282.000000 Penalty: 3993.187500
	Iteration 75Q: 3 clusters Score -2.471828e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203526 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -24718286.000000 Penalty: 3993.187500
	Iteration 76Q: 3 clusters Score -2.471829e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203535 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -24718282.000000 Penalty: 3993.187500
	Iteration 77Q: 3 clusters Score -2.471828e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203542 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -24718282.000000 Penalty: 3993.187500
	Iteration 78Q: 3 clusters Score -2.471828e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203548 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -24718278.000000 Penalty: 3993.187500
	Iteration 79Q: 3 clusters Score -2.471828e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203557 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -24718268.000000 Penalty: 3993.187500
	Iteration 80F: 3 clusters Score -2.471827e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203561 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -24718286.000000 Penalty: 3993.187500
	Iteration 81Q: 3 clusters Score -2.471829e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203566 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -24718282.000000 Penalty: 3993.187500
	Iteration 82Q: 3 clusters Score -2.471828e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203574 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -24718282.000000 Penalty: 3993.187500
	Iteration 83Q: 3 clusters Score -2.471828e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203583 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -24718284.000000 Penalty: 3993.187500
	Iteration 84Q: 3 clusters Score -2.471828e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203591 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -24718286.000000 Penalty: 3993.187500
	Iteration 85Q: 3 clusters Score -2.471829e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203598 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -24718292.000000 Penalty: 3993.187500
	Iteration 86Q: 3 clusters Score -2.471829e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203603 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -24718292.000000 Penalty: 3993.187500
	Iteration 87Q: 3 clusters Score -2.471829e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203606 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -24718292.000000 Penalty: 3993.187500
	Iteration 88Q: 3 clusters Score -2.471829e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203610 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -24718290.000000 Penalty: 3993.187500
	Iteration 89Q: 3 clusters Score -2.471829e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203615 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -24718300.000000 Penalty: 3993.187500
	Iteration 90Q: 3 clusters Score -2.47183e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203619 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -24718302.000000 Penalty: 3993.187500
	Iteration 91Q: 3 clusters Score -2.47183e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203624 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -24718302.000000 Penalty: 3993.187500
	Iteration 92Q: 3 clusters Score -2.47183e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203627 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -24718300.000000 Penalty: 3993.187500
	Iteration 93Q: 3 clusters Score -2.47183e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203632 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -24718306.000000 Penalty: 3993.187500
	Iteration 94Q: 3 clusters Score -2.471831e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203638 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -24718300.000000 Penalty: 3993.187500
	Iteration 95Q: 3 clusters Score -2.47183e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203649 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -24718294.000000 Penalty: 3993.187500
	Iteration 96Q: 3 clusters Score -2.471829e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203658 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -24718280.000000 Penalty: 3993.187500
	Iteration 97Q: 3 clusters Score -2.471828e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203667 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -24718308.000000 Penalty: 3993.187500
	Iteration 98Q: 3 clusters Score -2.471831e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203679 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -24718308.000000 Penalty: 3993.187500
	Iteration 99Q: 3 clusters Score -2.471831e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203687 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -24718312.000000 Penalty: 3993.187500
	Iteration 100F: 3 clusters Score -2.471831e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203691 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -24718314.000000 Penalty: 3993.187500
	Iteration 101Q: 3 clusters Score -2.471831e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203694 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -24718320.000000 Penalty: 3993.187500
	Iteration 102Q: 3 clusters Score -2.471832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203696 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -24718320.000000 Penalty: 3993.187500
	Iteration 103Q: 3 clusters Score -2.471832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203698 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -24718320.000000 Penalty: 3993.187500
	Iteration 104Q: 3 clusters Score -2.471832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203699 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -24718330.000000 Penalty: 3993.187500
	Iteration 105Q: 3 clusters Score -2.471833e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203700 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -24718320.000000 Penalty: 3993.187500
	Iteration 106Q: 3 clusters Score -2.471832e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203700 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -24718320.000000 Penalty: 3993.187500
	Iteration 107F: 3 clusters Score -2.471832e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 224 members 
Mstep: Class 1 contains 125112 members 
Mstep: Class 2 contains 195960 members 
Mstep: Class 3 contains 127772 members 
Mstep: Class 4 contains 30255 members 
Mstep: Class 5 contains 126001 members 
Mstep: Class 6 contains 95099 members 
Mstep: Class 7 contains 203700 members 
Mstep: Class 8 contains 32328 members 
Mstep: Class 9 contains 30306 members 
Mstep: Class 10 contains 9492 members 
Mstep: Class 11 contains 2212 members 
Mstep: Class 12 contains 1460 members 
Mstep: Class 13 contains 6027 members 
Mstep: Class 14 contains 3830 members 
Mstep: Class 15 contains 12183 members 
Mstep: Class 16 contains 88410 members 
Mstep: Class 17 contains 207599 members 
Mstep: Class 18 contains 98012 members 
Mstep: Class 19 contains 7366 members 
Mstep: Class 20 contains 212943 members 
Mstep: Class 21 contains 9838 members 
Mstep: Class 22 contains 83653 members 
Mstep: Class 23 contains 13100 members 
Entering Unmasked Estep 
Score: -194303104.000000 Penalty: 53668.667969
Splitting cluster 7 changes total score from -194218224.000000 to -194303104.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 8 (32328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32328 members 
Entering Unmasked Estep 
Score: -3527141.000000 Penalty: 1687.349487
	Iteration 0F: 2 clusters Score -3527141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -3505416.750000 Penalty: 3374.698975
	Iteration 0F: 3 clusters Score -3505417 nChanged 14964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -3513740.500000 Penalty: 3374.698975
	Iteration 1F: 3 clusters Score -3513740 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -3514326.500000 Penalty: 3374.698975
	Iteration 2Q: 3 clusters Score -3514326 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -3515154.500000 Penalty: 3374.698975
	Iteration 3F: 3 clusters Score -3515154 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -3516256.500000 Penalty: 3374.698975
	Iteration 4F: 3 clusters Score -3516256 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -3517684.000000 Penalty: 3374.698975
	Iteration 5F: 3 clusters Score -3517684 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -3519419.000000 Penalty: 3374.698975
	Iteration 6F: 3 clusters Score -3519419 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -3521293.250000 Penalty: 3374.698975
	Iteration 7F: 3 clusters Score -3521293 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -3522924.500000 Penalty: 3374.698975
	Iteration 8F: 3 clusters Score -3522924 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -3524249.000000 Penalty: 3374.698975
	Iteration 9Q: 3 clusters Score -3524249 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -3525080.000000 Penalty: 3374.698975
	Iteration 10Q: 3 clusters Score -3525080 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -3525566.250000 Penalty: 3374.698975
	Iteration 11Q: 3 clusters Score -3525566 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30660 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -3525897.750000 Penalty: 3374.698975
	Iteration 12Q: 3 clusters Score -3525898 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30760 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3526114.500000 Penalty: 3374.698975
	Iteration 13Q: 3 clusters Score -3526114 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30771 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3526265.000000 Penalty: 3374.698975
	Iteration 14Q: 3 clusters Score -3526265 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3526392.000000 Penalty: 3374.698975
	Iteration 15Q: 3 clusters Score -3526392 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30703 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3526478.000000 Penalty: 3374.698975
	Iteration 16Q: 3 clusters Score -3526478 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30621 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -3526600.500000 Penalty: 3374.698975
	Iteration 17Q: 3 clusters Score -3526600 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30520 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -3526736.250000 Penalty: 3374.698975
	Iteration 18Q: 3 clusters Score -3526736 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -3526844.750000 Penalty: 3374.698975
	Iteration 19Q: 3 clusters Score -3526845 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -3526949.000000 Penalty: 3374.698975
	Iteration 20F: 3 clusters Score -3526949 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -3527042.250000 Penalty: 3374.698975
	Iteration 21Q: 3 clusters Score -3527042 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -3527101.250000 Penalty: 3374.698975
	Iteration 22Q: 3 clusters Score -3527101 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29900 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -3527152.000000 Penalty: 3374.698975
	Iteration 23Q: 3 clusters Score -3527152 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29817 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -3527187.750000 Penalty: 3374.698975
	Iteration 24Q: 3 clusters Score -3527188 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29746 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -3527220.500000 Penalty: 3374.698975
	Iteration 25Q: 3 clusters Score -3527220 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29678 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -3527256.000000 Penalty: 3374.698975
	Iteration 26Q: 3 clusters Score -3527256 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -3527275.000000 Penalty: 3374.698975
	Iteration 27Q: 3 clusters Score -3527275 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -3527284.750000 Penalty: 3374.698975
	Iteration 28Q: 3 clusters Score -3527285 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -3527285.750000 Penalty: 3374.698975
	Iteration 29Q: 3 clusters Score -3527286 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29486 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -3527300.750000 Penalty: 3374.698975
	Iteration 30Q: 3 clusters Score -3527301 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -3527295.750000 Penalty: 3374.698975
	Iteration 31Q: 3 clusters Score -3527296 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29441 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -3527302.500000 Penalty: 3374.698975
	Iteration 32Q: 3 clusters Score -3527302 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29419 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -3527311.000000 Penalty: 3374.698975
	Iteration 33Q: 3 clusters Score -3527311 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29401 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -3527308.500000 Penalty: 3374.698975
	Iteration 34Q: 3 clusters Score -3527308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29385 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -3527313.000000 Penalty: 3374.698975
	Iteration 35Q: 3 clusters Score -3527313 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29367 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -3527307.500000 Penalty: 3374.698975
	Iteration 36Q: 3 clusters Score -3527308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -3527317.500000 Penalty: 3374.698975
	Iteration 37Q: 3 clusters Score -3527318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -3527317.500000 Penalty: 3374.698975
	Iteration 38Q: 3 clusters Score -3527318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -3527317.500000 Penalty: 3374.698975
	Iteration 39Q: 3 clusters Score -3527318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -3527318.000000 Penalty: 3374.698975
	Iteration 40F: 3 clusters Score -3527318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -3527322.250000 Penalty: 3374.698975
	Iteration 41Q: 3 clusters Score -3527322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -3527329.000000 Penalty: 3374.698975
	Iteration 42Q: 3 clusters Score -3527329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29302 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -3527331.750000 Penalty: 3374.698975
	Iteration 43Q: 3 clusters Score -3527332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -3527333.000000 Penalty: 3374.698975
	Iteration 44Q: 3 clusters Score -3527333 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29289 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -3527333.250000 Penalty: 3374.698975
	Iteration 45Q: 3 clusters Score -3527333 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29277 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -3527334.250000 Penalty: 3374.698975
	Iteration 46Q: 3 clusters Score -3527334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -3527333.750000 Penalty: 3374.698975
	Iteration 47Q: 3 clusters Score -3527334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -3527336.250000 Penalty: 3374.698975
	Iteration 48Q: 3 clusters Score -3527336 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29230 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -3527356.250000 Penalty: 3374.698975
	Iteration 49Q: 3 clusters Score -3527356 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -3527352.250000 Penalty: 3374.698975
	Iteration 50Q: 3 clusters Score -3527352 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -3527351.500000 Penalty: 3374.698975
	Iteration 51Q: 3 clusters Score -3527352 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -3527360.000000 Penalty: 3374.698975
	Iteration 52Q: 3 clusters Score -3527360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -3527361.500000 Penalty: 3374.698975
	Iteration 53Q: 3 clusters Score -3527362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -3527365.000000 Penalty: 3374.698975
	Iteration 54Q: 3 clusters Score -3527365 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -3527366.500000 Penalty: 3374.698975
	Iteration 55Q: 3 clusters Score -3527366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29117 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -3527370.000000 Penalty: 3374.698975
	Iteration 56Q: 3 clusters Score -3527370 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -3527376.250000 Penalty: 3374.698975
	Iteration 57Q: 3 clusters Score -3527376 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -3527372.000000 Penalty: 3374.698975
	Iteration 58Q: 3 clusters Score -3527372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -3527372.250000 Penalty: 3374.698975
	Iteration 59Q: 3 clusters Score -3527372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -3527373.750000 Penalty: 3374.698975
	Iteration 60F: 3 clusters Score -3527374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -3527369.750000 Penalty: 3374.698975
	Iteration 61Q: 3 clusters Score -3527370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -3527373.500000 Penalty: 3374.698975
	Iteration 62Q: 3 clusters Score -3527374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -3527375.750000 Penalty: 3374.698975
	Iteration 63Q: 3 clusters Score -3527376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -3527374.000000 Penalty: 3374.698975
	Iteration 64Q: 3 clusters Score -3527374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -3527374.000000 Penalty: 3374.698975
	Iteration 65Q: 3 clusters Score -3527374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -3527373.750000 Penalty: 3374.698975
	Iteration 66Q: 3 clusters Score -3527374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -3527379.000000 Penalty: 3374.698975
	Iteration 67Q: 3 clusters Score -3527379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -3527375.250000 Penalty: 3374.698975
	Iteration 68Q: 3 clusters Score -3527375 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -3527375.250000 Penalty: 3374.698975
	Iteration 69Q: 3 clusters Score -3527375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -3527375.750000 Penalty: 3374.698975
	Iteration 70Q: 3 clusters Score -3527376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28940 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -3527381.000000 Penalty: 3374.698975
	Iteration 71Q: 3 clusters Score -3527381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -3527382.750000 Penalty: 3374.698975
	Iteration 72Q: 3 clusters Score -3527383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -3527382.750000 Penalty: 3374.698975
	Iteration 73F: 3 clusters Score -3527383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 224 members 
Mstep: Class 1 contains 125112 members 
Mstep: Class 2 contains 195960 members 
Mstep: Class 3 contains 127772 members 
Mstep: Class 4 contains 30255 members 
Mstep: Class 5 contains 126001 members 
Mstep: Class 6 contains 95099 members 
Mstep: Class 7 contains 203700 members 
Mstep: Class 8 contains 28938 members 
Mstep: Class 9 contains 30306 members 
Mstep: Class 10 contains 9492 members 
Mstep: Class 11 contains 2212 members 
Mstep: Class 12 contains 1460 members 
Mstep: Class 13 contains 6027 members 
Mstep: Class 14 contains 3830 members 
Mstep: Class 15 contains 12183 members 
Mstep: Class 16 contains 88410 members 
Mstep: Class 17 contains 207599 members 
Mstep: Class 18 contains 98012 members 
Mstep: Class 19 contains 7366 members 
Mstep: Class 20 contains 212943 members 
Mstep: Class 21 contains 9838 members 
Mstep: Class 22 contains 83653 members 
Mstep: Class 23 contains 13100 members 
Mstep: Class 24 contains 3390 members 
Entering Unmasked Estep 
Score: -194301568.000000 Penalty: 56002.085938
Splitting cluster 8 changes total score from -194218224.000000 to -194301568.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 9 (30306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30306 members 
Entering Unmasked Estep 
Score: -3478436.750000 Penalty: 1676.854004
	Iteration 0F: 2 clusters Score -3478437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -3458042.000000 Penalty: 3353.708008
	Iteration 0F: 3 clusters Score -3458042 nChanged 13914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -3465778.750000 Penalty: 3353.708008
	Iteration 1F: 3 clusters Score -3465779 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -3466162.750000 Penalty: 3353.708008
	Iteration 2Q: 3 clusters Score -3466163 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -3466586.000000 Penalty: 3353.708008
	Iteration 3Q: 3 clusters Score -3466586 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -3467007.500000 Penalty: 3353.708008
	Iteration 4Q: 3 clusters Score -3467008 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -3467567.500000 Penalty: 3353.708008
	Iteration 5Q: 3 clusters Score -3467568 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -3468301.500000 Penalty: 3353.708008
	Iteration 6Q: 3 clusters Score -3468302 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -3469157.750000 Penalty: 3353.708008
	Iteration 7F: 3 clusters Score -3469158 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -3470201.000000 Penalty: 3353.708008
	Iteration 8F: 3 clusters Score -3470201 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -3471342.500000 Penalty: 3353.708008
	Iteration 9F: 3 clusters Score -3471342 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -3472499.000000 Penalty: 3353.708008
	Iteration 10F: 3 clusters Score -3472499 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -3473455.750000 Penalty: 3353.708008
	Iteration 11Q: 3 clusters Score -3473456 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -3473985.250000 Penalty: 3353.708008
	Iteration 12Q: 3 clusters Score -3473985 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -3474274.500000 Penalty: 3353.708008
	Iteration 13Q: 3 clusters Score -3474274 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -3474433.000000 Penalty: 3353.708008
	Iteration 14Q: 3 clusters Score -3474433 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -3474542.750000 Penalty: 3353.708008
	Iteration 15Q: 3 clusters Score -3474543 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -3474651.250000 Penalty: 3353.708008
	Iteration 16Q: 3 clusters Score -3474651 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -3474777.750000 Penalty: 3353.708008
	Iteration 17Q: 3 clusters Score -3474778 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -3474858.500000 Penalty: 3353.708008
	Iteration 18Q: 3 clusters Score -3474858 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -3474967.250000 Penalty: 3353.708008
	Iteration 19Q: 3 clusters Score -3474967 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -3475061.250000 Penalty: 3353.708008
	Iteration 20F: 3 clusters Score -3475061 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -3475138.500000 Penalty: 3353.708008
	Iteration 21Q: 3 clusters Score -3475138 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -3475223.500000 Penalty: 3353.708008
	Iteration 22Q: 3 clusters Score -3475224 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -3475310.000000 Penalty: 3353.708008
	Iteration 23Q: 3 clusters Score -3475310 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -3475397.500000 Penalty: 3353.708008
	Iteration 24Q: 3 clusters Score -3475398 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -3475479.000000 Penalty: 3353.708008
	Iteration 25Q: 3 clusters Score -3475479 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -3475593.000000 Penalty: 3353.708008
	Iteration 26Q: 3 clusters Score -3475593 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -3475699.000000 Penalty: 3353.708008
	Iteration 27Q: 3 clusters Score -3475699 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -3475836.750000 Penalty: 3353.708008
	Iteration 28Q: 3 clusters Score -3475837 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -3475953.750000 Penalty: 3353.708008
	Iteration 29Q: 3 clusters Score -3475954 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -3476059.500000 Penalty: 3353.708008
	Iteration 30Q: 3 clusters Score -3476060 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -3476163.250000 Penalty: 3353.708008
	Iteration 31Q: 3 clusters Score -3476163 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -3476276.250000 Penalty: 3353.708008
	Iteration 32Q: 3 clusters Score -3476276 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -3476392.750000 Penalty: 3353.708008
	Iteration 33Q: 3 clusters Score -3476393 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -3476514.750000 Penalty: 3353.708008
	Iteration 34Q: 3 clusters Score -3476515 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -3476630.500000 Penalty: 3353.708008
	Iteration 35Q: 3 clusters Score -3476630 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -3476724.750000 Penalty: 3353.708008
	Iteration 36Q: 3 clusters Score -3476725 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -3476811.000000 Penalty: 3353.708008
	Iteration 37Q: 3 clusters Score -3476811 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -3476841.000000 Penalty: 3353.708008
	Iteration 38Q: 3 clusters Score -3476841 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -3476866.000000 Penalty: 3353.708008
	Iteration 39Q: 3 clusters Score -3476866 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28230 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -3476901.750000 Penalty: 3353.708008
	Iteration 40F: 3 clusters Score -3476902 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -3476921.000000 Penalty: 3353.708008
	Iteration 41Q: 3 clusters Score -3476921 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28348 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -3476931.000000 Penalty: 3353.708008
	Iteration 42Q: 3 clusters Score -3476931 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -3476950.500000 Penalty: 3353.708008
	Iteration 43Q: 3 clusters Score -3476950 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -3476953.000000 Penalty: 3353.708008
	Iteration 44Q: 3 clusters Score -3476953 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3476963.500000 Penalty: 3353.708008
	Iteration 45Q: 3 clusters Score -3476964 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -3476976.250000 Penalty: 3353.708008
	Iteration 46Q: 3 clusters Score -3476976 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3476987.750000 Penalty: 3353.708008
	Iteration 47Q: 3 clusters Score -3476988 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -3477009.500000 Penalty: 3353.708008
	Iteration 48Q: 3 clusters Score -3477010 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -3477022.250000 Penalty: 3353.708008
	Iteration 49Q: 3 clusters Score -3477022 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -3477029.000000 Penalty: 3353.708008
	Iteration 50Q: 3 clusters Score -3477029 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28722 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -3477043.500000 Penalty: 3353.708008
	Iteration 51Q: 3 clusters Score -3477044 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28754 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3477054.000000 Penalty: 3353.708008
	Iteration 52Q: 3 clusters Score -3477054 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3477062.250000 Penalty: 3353.708008
	Iteration 53Q: 3 clusters Score -3477062 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -3477065.750000 Penalty: 3353.708008
	Iteration 54Q: 3 clusters Score -3477066 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -3477078.000000 Penalty: 3353.708008
	Iteration 55Q: 3 clusters Score -3477078 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -3477079.250000 Penalty: 3353.708008
	Iteration 56Q: 3 clusters Score -3477079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3477082.500000 Penalty: 3353.708008
	Iteration 57Q: 3 clusters Score -3477082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -3477087.000000 Penalty: 3353.708008
	Iteration 58Q: 3 clusters Score -3477087 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28892 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3477095.500000 Penalty: 3353.708008
	Iteration 59Q: 3 clusters Score -3477096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -3477097.000000 Penalty: 3353.708008
	Iteration 60F: 3 clusters Score -3477097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3477097.250000 Penalty: 3353.708008
	Iteration 61Q: 3 clusters Score -3477097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28905 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -3477094.000000 Penalty: 3353.708008
	Iteration 62Q: 3 clusters Score -3477094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3477092.500000 Penalty: 3353.708008
	Iteration 63Q: 3 clusters Score -3477092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -3477092.500000 Penalty: 3353.708008
	Iteration 64Q: 3 clusters Score -3477092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28911 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -3477096.000000 Penalty: 3353.708008
	Iteration 65Q: 3 clusters Score -3477096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3477095.750000 Penalty: 3353.708008
	Iteration 66Q: 3 clusters Score -3477096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3477095.750000 Penalty: 3353.708008
	Iteration 67Q: 3 clusters Score -3477096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -3477097.000000 Penalty: 3353.708008
	Iteration 68Q: 3 clusters Score -3477097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3477096.500000 Penalty: 3353.708008
	Iteration 69Q: 3 clusters Score -3477096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3477099.750000 Penalty: 3353.708008
	Iteration 70Q: 3 clusters Score -3477100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3477098.750000 Penalty: 3353.708008
	Iteration 71Q: 3 clusters Score -3477099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3477098.750000 Penalty: 3353.708008
	Iteration 72F: 3 clusters Score -3477099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Entering Unmasked Estep 
Score: -1104130.000000 Penalty: 1488.208374
	Iteration 0F: 2 clusters Score -1104130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1097250.500000 Penalty: 2976.416748
	Iteration 0F: 3 clusters Score -1097250 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1099499.500000 Penalty: 2976.416748
	Iteration 1F: 3 clusters Score -1099500 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1099788.250000 Penalty: 2976.416748
	Iteration 2F: 3 clusters Score -1099788 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1100076.750000 Penalty: 2976.416748
	Iteration 3F: 3 clusters Score -1100077 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1100407.750000 Penalty: 2976.416748
	Iteration 4F: 3 clusters Score -1100408 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1100762.375000 Penalty: 2976.416748
	Iteration 5F: 3 clusters Score -1100762 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1101101.750000 Penalty: 2976.416748
	Iteration 6F: 3 clusters Score -1101102 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1101364.875000 Penalty: 2976.416748
	Iteration 7Q: 3 clusters Score -1101365 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1101643.750000 Penalty: 2976.416748
	Iteration 8Q: 3 clusters Score -1101644 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1101908.500000 Penalty: 2976.416748
	Iteration 9Q: 3 clusters Score -1101908 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1102145.250000 Penalty: 2976.416748
	Iteration 10Q: 3 clusters Score -1102145 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1102342.250000 Penalty: 2976.416748
	Iteration 11Q: 3 clusters Score -1102342 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1102507.750000 Penalty: 2976.416748
	Iteration 12Q: 3 clusters Score -1102508 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1102625.625000 Penalty: 2976.416748
	Iteration 13Q: 3 clusters Score -1102626 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1102721.125000 Penalty: 2976.416748
	Iteration 14Q: 3 clusters Score -1102721 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1102795.375000 Penalty: 2976.416748
	Iteration 15Q: 3 clusters Score -1102795 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1102846.125000 Penalty: 2976.416748
	Iteration 16Q: 3 clusters Score -1102846 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1102889.250000 Penalty: 2976.416748
	Iteration 17Q: 3 clusters Score -1102889 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1102919.125000 Penalty: 2976.416748
	Iteration 18Q: 3 clusters Score -1102919 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1102932.125000 Penalty: 2976.416748
	Iteration 19Q: 3 clusters Score -1102932 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1102946.875000 Penalty: 2976.416748
	Iteration 20F: 3 clusters Score -1102947 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1102963.125000 Penalty: 2976.416748
	Iteration 21Q: 3 clusters Score -1102963 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1102975.000000 Penalty: 2976.416748
	Iteration 22Q: 3 clusters Score -1102975 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1102987.875000 Penalty: 2976.416748
	Iteration 23Q: 3 clusters Score -1102988 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1102999.000000 Penalty: 2976.416748
	Iteration 24Q: 3 clusters Score -1102999 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1103007.125000 Penalty: 2976.416748
	Iteration 25Q: 3 clusters Score -1103007 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1103017.375000 Penalty: 2976.416748
	Iteration 26Q: 3 clusters Score -1103017 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1103029.750000 Penalty: 2976.416748
	Iteration 27Q: 3 clusters Score -1103030 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1103042.500000 Penalty: 2976.416748
	Iteration 28Q: 3 clusters Score -1103042 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1103053.000000 Penalty: 2976.416748
	Iteration 29Q: 3 clusters Score -1103053 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1103058.125000 Penalty: 2976.416748
	Iteration 30Q: 3 clusters Score -1103058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1103059.250000 Penalty: 2976.416748
	Iteration 31Q: 3 clusters Score -1103059 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1103063.500000 Penalty: 2976.416748
	Iteration 32Q: 3 clusters Score -1103064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1103062.750000 Penalty: 2976.416748
	Iteration 33Q: 3 clusters Score -1103063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1103063.750000 Penalty: 2976.416748
	Iteration 34Q: 3 clusters Score -1103064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1103063.750000 Penalty: 2976.416748
	Iteration 35Q: 3 clusters Score -1103064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1103065.125000 Penalty: 2976.416748
	Iteration 36Q: 3 clusters Score -1103065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1103066.625000 Penalty: 2976.416748
	Iteration 37Q: 3 clusters Score -1103067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1103069.250000 Penalty: 2976.416748
	Iteration 38Q: 3 clusters Score -1103069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1103069.625000 Penalty: 2976.416748
	Iteration 39Q: 3 clusters Score -1103070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1103072.000000 Penalty: 2976.416748
	Iteration 40F: 3 clusters Score -1103072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1103073.125000 Penalty: 2976.416748
	Iteration 41Q: 3 clusters Score -1103073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1103073.625000 Penalty: 2976.416748
	Iteration 42Q: 3 clusters Score -1103074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1103075.750000 Penalty: 2976.416748
	Iteration 43Q: 3 clusters Score -1103076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1103078.000000 Penalty: 2976.416748
	Iteration 44Q: 3 clusters Score -1103078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1103082.500000 Penalty: 2976.416748
	Iteration 45Q: 3 clusters Score -1103082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1103083.250000 Penalty: 2976.416748
	Iteration 46Q: 3 clusters Score -1103083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1103083.500000 Penalty: 2976.416748
	Iteration 47Q: 3 clusters Score -1103084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1103084.125000 Penalty: 2976.416748
	Iteration 48Q: 3 clusters Score -1103084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1103086.375000 Penalty: 2976.416748
	Iteration 49Q: 3 clusters Score -1103086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1103088.875000 Penalty: 2976.416748
	Iteration 50Q: 3 clusters Score -1103089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1103088.625000 Penalty: 2976.416748
	Iteration 51Q: 3 clusters Score -1103089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1103089.250000 Penalty: 2976.416748
	Iteration 52Q: 3 clusters Score -1103089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1103091.875000 Penalty: 2976.416748
	Iteration 53Q: 3 clusters Score -1103092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1103092.000000 Penalty: 2976.416748
	Iteration 54Q: 3 clusters Score -1103092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1103093.375000 Penalty: 2976.416748
	Iteration 55Q: 3 clusters Score -1103093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1103093.625000 Penalty: 2976.416748
	Iteration 56Q: 3 clusters Score -1103094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1103093.250000 Penalty: 2976.416748
	Iteration 57Q: 3 clusters Score -1103093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1103094.125000 Penalty: 2976.416748
	Iteration 58Q: 3 clusters Score -1103094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1103094.125000 Penalty: 2976.416748
	Iteration 59F: 3 clusters Score -1103094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Entering Unmasked Estep 
Score: -159510.796875 Penalty: 1251.518555
	Iteration 0F: 2 clusters Score -159510.8 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 1100 members 
Entering Unmasked Estep 
Score: -157668.328125 Penalty: 2503.037109
	Iteration 0F: 3 clusters Score -157668.3 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -162568.515625 Penalty: 2503.037109
	Iteration 1F: 3 clusters Score -162568.5 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -167229.109375 Penalty: 2503.037109
	Iteration 2F: 3 clusters Score -167229.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -168948.687500 Penalty: 2503.037109
	Iteration 3F: 3 clusters Score -168948.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -169443.296875 Penalty: 2503.037109
	Iteration 4Q: 3 clusters Score -169443.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -169564.000000 Penalty: 2503.037109
	Iteration 5Q: 3 clusters Score -169564 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -169626.484375 Penalty: 2503.037109
	Iteration 6Q: 3 clusters Score -169626.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -169654.171875 Penalty: 2503.037109
	Iteration 7Q: 3 clusters Score -169654.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -169671.484375 Penalty: 2503.037109
	Iteration 8Q: 3 clusters Score -169671.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -169683.125000 Penalty: 2503.037109
	Iteration 9Q: 3 clusters Score -169683.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -169692.375000 Penalty: 2503.037109
	Iteration 10Q: 3 clusters Score -169692.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -169694.781250 Penalty: 2503.037109
	Iteration 11Q: 3 clusters Score -169694.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -169696.437500 Penalty: 2503.037109
	Iteration 12Q: 3 clusters Score -169696.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -169698.718750 Penalty: 2503.037109
	Iteration 13Q: 3 clusters Score -169698.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -169699.593750 Penalty: 2503.037109
	Iteration 14Q: 3 clusters Score -169699.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -169720.171875 Penalty: 2503.037109
	Iteration 15F: 3 clusters Score -169720.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -169762.515625 Penalty: 2503.037109
	Iteration 16Q: 3 clusters Score -169762.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -169800.078125 Penalty: 2503.037109
	Iteration 17Q: 3 clusters Score -169800.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -169839.625000 Penalty: 2503.037109
	Iteration 18Q: 3 clusters Score -169839.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -169863.468750 Penalty: 2503.037109
	Iteration 19Q: 3 clusters Score -169863.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -169878.421875 Penalty: 2503.037109
	Iteration 20F: 3 clusters Score -169878.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -169889.312500 Penalty: 2503.037109
	Iteration 21Q: 3 clusters Score -169889.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -169897.296875 Penalty: 2503.037109
	Iteration 22Q: 3 clusters Score -169897.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -169899.093750 Penalty: 2503.037109
	Iteration 23Q: 3 clusters Score -169899.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -169901.906250 Penalty: 2503.037109
	Iteration 24Q: 3 clusters Score -169901.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -169902.703125 Penalty: 2503.037109
	Iteration 25Q: 3 clusters Score -169902.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -169903.500000 Penalty: 2503.037109
	Iteration 26Q: 3 clusters Score -169903.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -169904.281250 Penalty: 2503.037109
	Iteration 27Q: 3 clusters Score -169904.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -169904.281250 Penalty: 2503.037109
	Iteration 28F: 3 clusters Score -169904.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 224 members 
Mstep: Class 1 contains 125112 members 
Mstep: Class 2 contains 195960 members 
Mstep: Class 3 contains 127772 members 
Mstep: Class 4 contains 30255 members 
Mstep: Class 5 contains 126001 members 
Mstep: Class 6 contains 95099 members 
Mstep: Class 7 contains 203700 members 
Mstep: Class 8 contains 28938 members 
Mstep: Class 9 contains 30306 members 
Mstep: Class 10 contains 9492 members 
Mstep: Class 11 contains 781 members 
Mstep: Class 12 contains 1460 members 
Mstep: Class 13 contains 6027 members 
Mstep: Class 14 contains 3830 members 
Mstep: Class 15 contains 12183 members 
Mstep: Class 16 contains 88410 members 
Mstep: Class 17 contains 207599 members 
Mstep: Class 18 contains 98012 members 
Mstep: Class 19 contains 7366 members 
Mstep: Class 20 contains 212943 members 
Mstep: Class 21 contains 9838 members 
Mstep: Class 22 contains 83653 members 
Mstep: Class 23 contains 13100 members 
Mstep: Class 24 contains 3390 members 
Mstep: Class 25 contains 1431 members 
Entering Unmasked Estep 
Score: -194307216.000000 Penalty: 58335.507812
Splitting cluster 11 changes total score from -194218224.000000 to -194307216.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 12 (1460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Entering Unmasked Estep 
Score: -91962.351562 Penalty: 1184.006226
	Iteration 0F: 2 clusters Score -91962.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -90810.976562 Penalty: 2368.012451
	Iteration 0F: 3 clusters Score -90810.98 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -92770.328125 Penalty: 2368.012451
	Iteration 1F: 3 clusters Score -92770.33 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -93435.796875 Penalty: 2368.012451
	Iteration 2F: 3 clusters Score -93435.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -93962.515625 Penalty: 2368.012451
	Iteration 3F: 3 clusters Score -93962.52 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -94682.132812 Penalty: 2368.012451
	Iteration 4F: 3 clusters Score -94682.13 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -95504.078125 Penalty: 2368.012451
	Iteration 5F: 3 clusters Score -95504.08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -95912.054688 Penalty: 2368.012451
	Iteration 6F: 3 clusters Score -95912.05 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -95991.929688 Penalty: 2368.012451
	Iteration 7Q: 3 clusters Score -95991.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -96003.007812 Penalty: 2368.012451
	Iteration 8Q: 3 clusters Score -96003.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -96008.218750 Penalty: 2368.012451
	Iteration 9Q: 3 clusters Score -96008.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -96045.054688 Penalty: 2368.012451
	Iteration 10Q: 3 clusters Score -96045.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -96048.195312 Penalty: 2368.012451
	Iteration 11Q: 3 clusters Score -96048.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -96050.054688 Penalty: 2368.012451
	Iteration 12Q: 3 clusters Score -96050.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -96050.882812 Penalty: 2368.012451
	Iteration 13Q: 3 clusters Score -96050.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -96052.367188 Penalty: 2368.012451
	Iteration 14Q: 3 clusters Score -96052.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -96054.843750 Penalty: 2368.012451
	Iteration 15Q: 3 clusters Score -96054.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -96055.906250 Penalty: 2368.012451
	Iteration 16Q: 3 clusters Score -96055.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -96056.695312 Penalty: 2368.012451
	Iteration 17Q: 3 clusters Score -96056.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -96056.648438 Penalty: 2368.012451
	Iteration 18Q: 3 clusters Score -96056.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -96056.648438 Penalty: 2368.012451
	Iteration 19F: 3 clusters Score -96056.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 224 members 
Mstep: Class 1 contains 125112 members 
Mstep: Class 2 contains 195960 members 
Mstep: Class 3 contains 127772 members 
Mstep: Class 4 contains 30255 members 
Mstep: Class 5 contains 126001 members 
Mstep: Class 6 contains 95099 members 
Mstep: Class 7 contains 203700 members 
Mstep: Class 8 contains 28938 members 
Mstep: Class 9 contains 30306 members 
Mstep: Class 10 contains 9492 members 
Mstep: Class 11 contains 781 members 
Mstep: Class 12 contains 876 members 
Mstep: Class 13 contains 6027 members 
Mstep: Class 14 contains 3830 members 
Mstep: Class 15 contains 12183 members 
Mstep: Class 16 contains 88410 members 
Mstep: Class 17 contains 207599 members 
Mstep: Class 18 contains 98012 members 
Mstep: Class 19 contains 7366 members 
Mstep: Class 20 contains 212943 members 
Mstep: Class 21 contains 9838 members 
Mstep: Class 22 contains 83653 members 
Mstep: Class 23 contains 13100 members 
Mstep: Class 24 contains 3390 members 
Mstep: Class 25 contains 1431 members 
Mstep: Class 26 contains 584 members 
Entering Unmasked Estep 
Score: -194308208.000000 Penalty: 60668.925781
Splitting cluster 12 changes total score from -194218224.000000 to -194308208.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 13 (6027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Entering Unmasked Estep 
Score: -695537.937500 Penalty: 1414.400757
	Iteration 0F: 2 clusters Score -695537.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -690841.750000 Penalty: 2828.801514
	Iteration 0F: 3 clusters Score -690841.8 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -692127.687500 Penalty: 2828.801514
	Iteration 1F: 3 clusters Score -692127.7 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -692299.062500 Penalty: 2828.801514
	Iteration 2F: 3 clusters Score -692299.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -692407.875000 Penalty: 2828.801514
	Iteration 3Q: 3 clusters Score -692407.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -692489.250000 Penalty: 2828.801514
	Iteration 4Q: 3 clusters Score -692489.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -692551.500000 Penalty: 2828.801514
	Iteration 5Q: 3 clusters Score -692551.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -692617.875000 Penalty: 2828.801514
	Iteration 6Q: 3 clusters Score -692617.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -692676.312500 Penalty: 2828.801514
	Iteration 7Q: 3 clusters Score -692676.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -692726.250000 Penalty: 2828.801514
	Iteration 8Q: 3 clusters Score -692726.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -692780.750000 Penalty: 2828.801514
	Iteration 9Q: 3 clusters Score -692780.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -692834.375000 Penalty: 2828.801514
	Iteration 10Q: 3 clusters Score -692834.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -692888.687500 Penalty: 2828.801514
	Iteration 11Q: 3 clusters Score -692888.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -692936.437500 Penalty: 2828.801514
	Iteration 12Q: 3 clusters Score -692936.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -692991.187500 Penalty: 2828.801514
	Iteration 13Q: 3 clusters Score -692991.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -693037.000000 Penalty: 2828.801514
	Iteration 14Q: 3 clusters Score -693037 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -693076.437500 Penalty: 2828.801514
	Iteration 15Q: 3 clusters Score -693076.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -693118.562500 Penalty: 2828.801514
	Iteration 16Q: 3 clusters Score -693118.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -693163.062500 Penalty: 2828.801514
	Iteration 17Q: 3 clusters Score -693163.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -693209.437500 Penalty: 2828.801514
	Iteration 18Q: 3 clusters Score -693209.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -693266.437500 Penalty: 2828.801514
	Iteration 19Q: 3 clusters Score -693266.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -693317.750000 Penalty: 2828.801514
	Iteration 20F: 3 clusters Score -693317.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -693369.437500 Penalty: 2828.801514
	Iteration 21Q: 3 clusters Score -693369.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -693439.437500 Penalty: 2828.801514
	Iteration 22Q: 3 clusters Score -693439.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -693521.875000 Penalty: 2828.801514
	Iteration 23Q: 3 clusters Score -693521.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -693593.562500 Penalty: 2828.801514
	Iteration 24Q: 3 clusters Score -693593.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -693662.750000 Penalty: 2828.801514
	Iteration 25Q: 3 clusters Score -693662.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -693731.375000 Penalty: 2828.801514
	Iteration 26Q: 3 clusters Score -693731.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -693783.625000 Penalty: 2828.801514
	Iteration 27Q: 3 clusters Score -693783.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -693828.312500 Penalty: 2828.801514
	Iteration 28Q: 3 clusters Score -693828.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -693868.250000 Penalty: 2828.801514
	Iteration 29Q: 3 clusters Score -693868.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -693896.687500 Penalty: 2828.801514
	Iteration 30Q: 3 clusters Score -693896.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -693914.500000 Penalty: 2828.801514
	Iteration 31Q: 3 clusters Score -693914.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -693928.125000 Penalty: 2828.801514
	Iteration 32Q: 3 clusters Score -693928.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -693937.250000 Penalty: 2828.801514
	Iteration 33Q: 3 clusters Score -693937.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -693943.812500 Penalty: 2828.801514
	Iteration 34Q: 3 clusters Score -693943.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -693949.437500 Penalty: 2828.801514
	Iteration 35Q: 3 clusters Score -693949.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -693955.437500 Penalty: 2828.801514
	Iteration 36Q: 3 clusters Score -693955.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -693957.812500 Penalty: 2828.801514
	Iteration 37Q: 3 clusters Score -693957.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -693959.750000 Penalty: 2828.801514
	Iteration 38Q: 3 clusters Score -693959.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -693963.687500 Penalty: 2828.801514
	Iteration 39Q: 3 clusters Score -693963.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -693965.562500 Penalty: 2828.801514
	Iteration 40F: 3 clusters Score -693965.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -693965.000000 Penalty: 2828.801514
	Iteration 41Q: 3 clusters Score -693965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -693966.062500 Penalty: 2828.801514
	Iteration 42Q: 3 clusters Score -693966.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -693967.812500 Penalty: 2828.801514
	Iteration 43Q: 3 clusters Score -693967.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -693968.750000 Penalty: 2828.801514
	Iteration 44Q: 3 clusters Score -693968.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -693970.687500 Penalty: 2828.801514
	Iteration 45Q: 3 clusters Score -693970.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -693974.625000 Penalty: 2828.801514
	Iteration 46Q: 3 clusters Score -693974.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -693977.187500 Penalty: 2828.801514
	Iteration 47Q: 3 clusters Score -693977.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -693978.937500 Penalty: 2828.801514
	Iteration 48Q: 3 clusters Score -693978.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -693982.937500 Penalty: 2828.801514
	Iteration 49Q: 3 clusters Score -693982.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -693985.750000 Penalty: 2828.801514
	Iteration 50Q: 3 clusters Score -693985.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -693991.625000 Penalty: 2828.801514
	Iteration 51Q: 3 clusters Score -693991.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -693996.375000 Penalty: 2828.801514
	Iteration 52Q: 3 clusters Score -693996.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -694001.562500 Penalty: 2828.801514
	Iteration 53Q: 3 clusters Score -694001.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -694006.375000 Penalty: 2828.801514
	Iteration 54Q: 3 clusters Score -694006.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -694008.312500 Penalty: 2828.801514
	Iteration 55Q: 3 clusters Score -694008.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -694012.187500 Penalty: 2828.801514
	Iteration 56Q: 3 clusters Score -694012.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -694014.812500 Penalty: 2828.801514
	Iteration 57Q: 3 clusters Score -694014.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -694017.250000 Penalty: 2828.801514
	Iteration 58Q: 3 clusters Score -694017.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -694021.375000 Penalty: 2828.801514
	Iteration 59Q: 3 clusters Score -694021.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -694023.562500 Penalty: 2828.801514
	Iteration 60F: 3 clusters Score -694023.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -694026.812500 Penalty: 2828.801514
	Iteration 61Q: 3 clusters Score -694026.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -694029.187500 Penalty: 2828.801514
	Iteration 62Q: 3 clusters Score -694029.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -694032.000000 Penalty: 2828.801514
	Iteration 63Q: 3 clusters Score -694032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -694034.250000 Penalty: 2828.801514
	Iteration 64Q: 3 clusters Score -694034.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -694037.937500 Penalty: 2828.801514
	Iteration 65Q: 3 clusters Score -694037.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -694040.500000 Penalty: 2828.801514
	Iteration 66Q: 3 clusters Score -694040.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -694044.312500 Penalty: 2828.801514
	Iteration 67Q: 3 clusters Score -694044.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -694046.312500 Penalty: 2828.801514
	Iteration 68Q: 3 clusters Score -694046.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -694051.312500 Penalty: 2828.801514
	Iteration 69Q: 3 clusters Score -694051.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -694056.375000 Penalty: 2828.801514
	Iteration 70Q: 3 clusters Score -694056.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -694061.937500 Penalty: 2828.801514
	Iteration 71Q: 3 clusters Score -694061.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -694067.000000 Penalty: 2828.801514
	Iteration 72Q: 3 clusters Score -694067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -694072.250000 Penalty: 2828.801514
	Iteration 73Q: 3 clusters Score -694072.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -694075.000000 Penalty: 2828.801514
	Iteration 74Q: 3 clusters Score -694075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -694080.312500 Penalty: 2828.801514
	Iteration 75Q: 3 clusters Score -694080.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -694087.375000 Penalty: 2828.801514
	Iteration 76Q: 3 clusters Score -694087.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -694091.937500 Penalty: 2828.801514
	Iteration 77Q: 3 clusters Score -694091.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -694100.625000 Penalty: 2828.801514
	Iteration 78Q: 3 clusters Score -694100.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -694108.125000 Penalty: 2828.801514
	Iteration 79Q: 3 clusters Score -694108.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -694111.562500 Penalty: 2828.801514
	Iteration 80F: 3 clusters Score -694111.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -694115.187500 Penalty: 2828.801514
	Iteration 81Q: 3 clusters Score -694115.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -694126.687500 Penalty: 2828.801514
	Iteration 82Q: 3 clusters Score -694126.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -694130.750000 Penalty: 2828.801514
	Iteration 83Q: 3 clusters Score -694130.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -694132.500000 Penalty: 2828.801514
	Iteration 84Q: 3 clusters Score -694132.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -694132.687500 Penalty: 2828.801514
	Iteration 85Q: 3 clusters Score -694132.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -694135.625000 Penalty: 2828.801514
	Iteration 86Q: 3 clusters Score -694135.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -694140.187500 Penalty: 2828.801514
	Iteration 87Q: 3 clusters Score -694140.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -694145.875000 Penalty: 2828.801514
	Iteration 88Q: 3 clusters Score -694145.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -694150.562500 Penalty: 2828.801514
	Iteration 89Q: 3 clusters Score -694150.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -694157.500000 Penalty: 2828.801514
	Iteration 90Q: 3 clusters Score -694157.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -694160.500000 Penalty: 2828.801514
	Iteration 91Q: 3 clusters Score -694160.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -694167.875000 Penalty: 2828.801514
	Iteration 92Q: 3 clusters Score -694167.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -694170.437500 Penalty: 2828.801514
	Iteration 93Q: 3 clusters Score -694170.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -694171.562500 Penalty: 2828.801514
	Iteration 94Q: 3 clusters Score -694171.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -694175.375000 Penalty: 2828.801514
	Iteration 95Q: 3 clusters Score -694175.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -694177.750000 Penalty: 2828.801514
	Iteration 96Q: 3 clusters Score -694177.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -694179.062500 Penalty: 2828.801514
	Iteration 97Q: 3 clusters Score -694179.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -694180.312500 Penalty: 2828.801514
	Iteration 98Q: 3 clusters Score -694180.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -694180.312500 Penalty: 2828.801514
	Iteration 99F: 3 clusters Score -694180.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Entering Unmasked Estep 
Score: -361925.906250 Penalty: 1340.725708
	Iteration 0F: 2 clusters Score -361925.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -358829.093750 Penalty: 2681.451416
	Iteration 0F: 3 clusters Score -358829.1 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -361382.375000 Penalty: 2681.451416
	Iteration 1F: 3 clusters Score -361382.4 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -363583.343750 Penalty: 2681.451416
	Iteration 2F: 3 clusters Score -363583.3 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -365622.062500 Penalty: 2681.451416
	Iteration 3F: 3 clusters Score -365622.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -366673.562500 Penalty: 2681.451416
	Iteration 4F: 3 clusters Score -366673.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -367097.781250 Penalty: 2681.451416
	Iteration 5Q: 3 clusters Score -367097.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -367314.406250 Penalty: 2681.451416
	Iteration 6Q: 3 clusters Score -367314.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -367485.875000 Penalty: 2681.451416
	Iteration 7Q: 3 clusters Score -367485.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -367638.062500 Penalty: 2681.451416
	Iteration 8Q: 3 clusters Score -367638.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -367796.281250 Penalty: 2681.451416
	Iteration 9Q: 3 clusters Score -367796.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -367941.062500 Penalty: 2681.451416
	Iteration 10Q: 3 clusters Score -367941.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -368157.937500 Penalty: 2681.451416
	Iteration 11Q: 3 clusters Score -368157.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -368372.968750 Penalty: 2681.451416
	Iteration 12Q: 3 clusters Score -368373 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -368588.312500 Penalty: 2681.451416
	Iteration 13Q: 3 clusters Score -368588.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -368717.875000 Penalty: 2681.451416
	Iteration 14Q: 3 clusters Score -368717.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -368854.281250 Penalty: 2681.451416
	Iteration 15Q: 3 clusters Score -368854.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -369050.531250 Penalty: 2681.451416
	Iteration 16Q: 3 clusters Score -369050.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -369215.968750 Penalty: 2681.451416
	Iteration 17Q: 3 clusters Score -369216 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -369282.343750 Penalty: 2681.451416
	Iteration 18Q: 3 clusters Score -369282.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -369321.562500 Penalty: 2681.451416
	Iteration 19Q: 3 clusters Score -369321.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -369704.812500 Penalty: 2681.451416
	Iteration 20F: 3 clusters Score -369704.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -370354.937500 Penalty: 2681.451416
	Iteration 21Q: 3 clusters Score -370354.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -370702.875000 Penalty: 2681.451416
	Iteration 22Q: 3 clusters Score -370702.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -370908.281250 Penalty: 2681.451416
	Iteration 23Q: 3 clusters Score -370908.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -371006.218750 Penalty: 2681.451416
	Iteration 24Q: 3 clusters Score -371006.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -371038.093750 Penalty: 2681.451416
	Iteration 25Q: 3 clusters Score -371038.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -371046.812500 Penalty: 2681.451416
	Iteration 26Q: 3 clusters Score -371046.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -371049.812500 Penalty: 2681.451416
	Iteration 27Q: 3 clusters Score -371049.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -371049.656250 Penalty: 2681.451416
	Iteration 28Q: 3 clusters Score -371049.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -371310.218750 Penalty: 2681.451416
	Iteration 29F: 3 clusters Score -371310.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -371848.812500 Penalty: 2681.451416
	Iteration 30Q: 3 clusters Score -371848.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -372730.468750 Penalty: 2681.451416
	Iteration 31Q: 3 clusters Score -372730.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -373504.531250 Penalty: 2681.451416
	Iteration 32Q: 3 clusters Score -373504.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -373764.718750 Penalty: 2681.451416
	Iteration 33Q: 3 clusters Score -373764.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -373787.500000 Penalty: 2681.451416
	Iteration 34Q: 3 clusters Score -373787.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -373791.375000 Penalty: 2681.451416
	Iteration 35Q: 3 clusters Score -373791.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -373791.375000 Penalty: 2681.451416
	Iteration 36F: 3 clusters Score -373791.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 224 members 
Mstep: Class 1 contains 125112 members 
Mstep: Class 2 contains 195960 members 
Mstep: Class 3 contains 127772 members 
Mstep: Class 4 contains 30255 members 
Mstep: Class 5 contains 126001 members 
Mstep: Class 6 contains 95099 members 
Mstep: Class 7 contains 203700 members 
Mstep: Class 8 contains 28938 members 
Mstep: Class 9 contains 30306 members 
Mstep: Class 10 contains 9492 members 
Mstep: Class 11 contains 781 members 
Mstep: Class 12 contains 876 members 
Mstep: Class 13 contains 6027 members 
Mstep: Class 14 contains 1650 members 
Mstep: Class 15 contains 12183 members 
Mstep: Class 16 contains 88410 members 
Mstep: Class 17 contains 207599 members 
Mstep: Class 18 contains 98012 members 
Mstep: Class 19 contains 7366 members 
Mstep: Class 20 contains 212943 members 
Mstep: Class 21 contains 9838 members 
Mstep: Class 22 contains 83653 members 
Mstep: Class 23 contains 13100 members 
Mstep: Class 24 contains 3390 members 
Mstep: Class 25 contains 1431 members 
Mstep: Class 26 contains 584 members 
Mstep: Class 27 contains 2180 members 
Entering Unmasked Estep 
Score: -194315168.000000 Penalty: 63002.347656
Splitting cluster 14 changes total score from -194218224.000000 to -194315168.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 15 (12183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Entering Unmasked Estep 
Score: -1319858.250000 Penalty: 1528.766968
	Iteration 0F: 2 clusters Score -1319858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1311397.750000 Penalty: 3057.533936
	Iteration 0F: 3 clusters Score -1311398 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1314346.000000 Penalty: 3057.533936
	Iteration 1F: 3 clusters Score -1314346 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1314784.750000 Penalty: 3057.533936
	Iteration 2F: 3 clusters Score -1314785 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1315110.750000 Penalty: 3057.533936
	Iteration 3F: 3 clusters Score -1315111 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1315358.875000 Penalty: 3057.533936
	Iteration 4Q: 3 clusters Score -1315359 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1315555.750000 Penalty: 3057.533936
	Iteration 5Q: 3 clusters Score -1315556 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1315760.625000 Penalty: 3057.533936
	Iteration 6Q: 3 clusters Score -1315761 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1315999.750000 Penalty: 3057.533936
	Iteration 7Q: 3 clusters Score -1316000 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1316261.875000 Penalty: 3057.533936
	Iteration 8Q: 3 clusters Score -1316262 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1316557.125000 Penalty: 3057.533936
	Iteration 9Q: 3 clusters Score -1316557 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1316862.125000 Penalty: 3057.533936
	Iteration 10Q: 3 clusters Score -1316862 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1317186.125000 Penalty: 3057.533936
	Iteration 11Q: 3 clusters Score -1317186 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1317445.625000 Penalty: 3057.533936
	Iteration 12Q: 3 clusters Score -1317446 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1317659.875000 Penalty: 3057.533936
	Iteration 13Q: 3 clusters Score -1317660 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1317813.250000 Penalty: 3057.533936
	Iteration 14Q: 3 clusters Score -1317813 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1317948.625000 Penalty: 3057.533936
	Iteration 15Q: 3 clusters Score -1317949 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1318095.500000 Penalty: 3057.533936
	Iteration 16Q: 3 clusters Score -1318096 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1318232.000000 Penalty: 3057.533936
	Iteration 17Q: 3 clusters Score -1318232 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1318381.250000 Penalty: 3057.533936
	Iteration 18Q: 3 clusters Score -1318381 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1318506.625000 Penalty: 3057.533936
	Iteration 19Q: 3 clusters Score -1318507 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1318614.750000 Penalty: 3057.533936
	Iteration 20F: 3 clusters Score -1318615 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1318712.750000 Penalty: 3057.533936
	Iteration 21Q: 3 clusters Score -1318713 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1318811.375000 Penalty: 3057.533936
	Iteration 22Q: 3 clusters Score -1318811 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1318903.125000 Penalty: 3057.533936
	Iteration 23Q: 3 clusters Score -1318903 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1318973.000000 Penalty: 3057.533936
	Iteration 24Q: 3 clusters Score -1318973 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1319033.625000 Penalty: 3057.533936
	Iteration 25Q: 3 clusters Score -1319034 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1319082.250000 Penalty: 3057.533936
	Iteration 26Q: 3 clusters Score -1319082 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1319118.250000 Penalty: 3057.533936
	Iteration 27Q: 3 clusters Score -1319118 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1319143.125000 Penalty: 3057.533936
	Iteration 28Q: 3 clusters Score -1319143 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1319168.125000 Penalty: 3057.533936
	Iteration 29Q: 3 clusters Score -1319168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1319187.250000 Penalty: 3057.533936
	Iteration 30Q: 3 clusters Score -1319187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1319197.125000 Penalty: 3057.533936
	Iteration 31Q: 3 clusters Score -1319197 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1319208.875000 Penalty: 3057.533936
	Iteration 32Q: 3 clusters Score -1319209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1319212.375000 Penalty: 3057.533936
	Iteration 33Q: 3 clusters Score -1319212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -1319221.125000 Penalty: 3057.533936
	Iteration 34Q: 3 clusters Score -1319221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1319225.125000 Penalty: 3057.533936
	Iteration 35Q: 3 clusters Score -1319225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -1319228.625000 Penalty: 3057.533936
	Iteration 36Q: 3 clusters Score -1319229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1319231.625000 Penalty: 3057.533936
	Iteration 37Q: 3 clusters Score -1319232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -1319239.875000 Penalty: 3057.533936
	Iteration 38Q: 3 clusters Score -1319240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1319248.625000 Penalty: 3057.533936
	Iteration 39Q: 3 clusters Score -1319249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -1319261.250000 Penalty: 3057.533936
	Iteration 40F: 3 clusters Score -1319261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1319264.750000 Penalty: 3057.533936
	Iteration 41Q: 3 clusters Score -1319265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1319277.500000 Penalty: 3057.533936
	Iteration 42Q: 3 clusters Score -1319278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -1319283.750000 Penalty: 3057.533936
	Iteration 43Q: 3 clusters Score -1319284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1319290.875000 Penalty: 3057.533936
	Iteration 44Q: 3 clusters Score -1319291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1319293.750000 Penalty: 3057.533936
	Iteration 45Q: 3 clusters Score -1319294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1319297.375000 Penalty: 3057.533936
	Iteration 46Q: 3 clusters Score -1319297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1319302.000000 Penalty: 3057.533936
	Iteration 47Q: 3 clusters Score -1319302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1319304.750000 Penalty: 3057.533936
	Iteration 48Q: 3 clusters Score -1319305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1319306.875000 Penalty: 3057.533936
	Iteration 49Q: 3 clusters Score -1319307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -1319306.000000 Penalty: 3057.533936
	Iteration 50Q: 3 clusters Score -1319306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -1319306.000000 Penalty: 3057.533936
	Iteration 51F: 3 clusters Score -1319306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (88410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88410 members 
Entering Unmasked Estep 
Score: -10126969.000000 Penalty: 1850.832764
	Iteration 0F: 2 clusters Score -1.012697e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44454 members 
Mstep: Class 2 contains 43956 members 
Entering Unmasked Estep 
Score: -10067814.000000 Penalty: 3701.665527
	Iteration 0F: 3 clusters Score -1.006781e+07 nChanged 42235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48937 members 
Mstep: Class 2 contains 39473 members 
Entering Unmasked Estep 
Score: -10093261.000000 Penalty: 3701.665527
	Iteration 1F: 3 clusters Score -1.009326e+07 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51582 members 
Mstep: Class 2 contains 36828 members 
Entering Unmasked Estep 
Score: -10095606.000000 Penalty: 3701.665527
	Iteration 2F: 3 clusters Score -1.009561e+07 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55322 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -10099143.000000 Penalty: 3701.665527
	Iteration 3F: 3 clusters Score -1.009914e+07 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59824 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -10103099.000000 Penalty: 3701.665527
	Iteration 4F: 3 clusters Score -1.01031e+07 nChanged 6058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64696 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -10107564.000000 Penalty: 3701.665527
	Iteration 5F: 3 clusters Score -1.010756e+07 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69466 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -10111799.000000 Penalty: 3701.665527
	Iteration 6F: 3 clusters Score -1.01118e+07 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73615 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -10115561.000000 Penalty: 3701.665527
	Iteration 7F: 3 clusters Score -1.011556e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76976 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -10118551.000000 Penalty: 3701.665527
	Iteration 8Q: 3 clusters Score -1.011855e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79406 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -10120619.000000 Penalty: 3701.665527
	Iteration 9Q: 3 clusters Score -1.012062e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81177 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -10122014.000000 Penalty: 3701.665527
	Iteration 10Q: 3 clusters Score -1.012201e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82479 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -10122921.000000 Penalty: 3701.665527
	Iteration 11Q: 3 clusters Score -1.012292e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83462 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -10123525.000000 Penalty: 3701.665527
	Iteration 12Q: 3 clusters Score -1.012352e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84297 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -10124010.000000 Penalty: 3701.665527
	Iteration 13Q: 3 clusters Score -1.012401e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84911 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -10124277.000000 Penalty: 3701.665527
	Iteration 14Q: 3 clusters Score -1.012428e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85412 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -10124541.000000 Penalty: 3701.665527
	Iteration 15Q: 3 clusters Score -1.012454e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85817 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -10124717.000000 Penalty: 3701.665527
	Iteration 16Q: 3 clusters Score -1.012472e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86138 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -10124863.000000 Penalty: 3701.665527
	Iteration 17Q: 3 clusters Score -1.012486e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86387 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -10124988.000000 Penalty: 3701.665527
	Iteration 18Q: 3 clusters Score -1.012499e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86569 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -10125058.000000 Penalty: 3701.665527
	Iteration 19Q: 3 clusters Score -1.012506e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86721 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -10125113.000000 Penalty: 3701.665527
	Iteration 20F: 3 clusters Score -1.012511e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86822 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -10125161.000000 Penalty: 3701.665527
	Iteration 21Q: 3 clusters Score -1.012516e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86908 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -10125204.000000 Penalty: 3701.665527
	Iteration 22Q: 3 clusters Score -1.01252e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86990 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -10125261.000000 Penalty: 3701.665527
	Iteration 23Q: 3 clusters Score -1.012526e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87066 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -10125287.000000 Penalty: 3701.665527
	Iteration 24Q: 3 clusters Score -1.012529e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87121 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -10125263.000000 Penalty: 3701.665527
	Iteration 25Q: 3 clusters Score -1.012526e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87179 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -10125279.000000 Penalty: 3701.665527
	Iteration 26Q: 3 clusters Score -1.012528e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87231 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -10125304.000000 Penalty: 3701.665527
	Iteration 27Q: 3 clusters Score -1.01253e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87274 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -10125318.000000 Penalty: 3701.665527
	Iteration 28Q: 3 clusters Score -1.012532e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87308 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -10125353.000000 Penalty: 3701.665527
	Iteration 29Q: 3 clusters Score -1.012535e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87340 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -10125358.000000 Penalty: 3701.665527
	Iteration 30Q: 3 clusters Score -1.012536e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87369 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -10125404.000000 Penalty: 3701.665527
	Iteration 31Q: 3 clusters Score -1.01254e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87407 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -10125457.000000 Penalty: 3701.665527
	Iteration 32Q: 3 clusters Score -1.012546e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87441 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -10125462.000000 Penalty: 3701.665527
	Iteration 33Q: 3 clusters Score -1.012546e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87467 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -10125481.000000 Penalty: 3701.665527
	Iteration 34Q: 3 clusters Score -1.012548e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87501 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -10125515.000000 Penalty: 3701.665527
	Iteration 35Q: 3 clusters Score -1.012552e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87525 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -10125550.000000 Penalty: 3701.665527
	Iteration 36Q: 3 clusters Score -1.012555e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87552 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -10125565.000000 Penalty: 3701.665527
	Iteration 37Q: 3 clusters Score -1.012556e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87585 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -10125581.000000 Penalty: 3701.665527
	Iteration 38Q: 3 clusters Score -1.012558e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87608 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -10125598.000000 Penalty: 3701.665527
	Iteration 39Q: 3 clusters Score -1.01256e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87623 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -10125590.000000 Penalty: 3701.665527
	Iteration 40F: 3 clusters Score -1.012559e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87629 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -10125598.000000 Penalty: 3701.665527
	Iteration 41Q: 3 clusters Score -1.01256e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87638 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -10125601.000000 Penalty: 3701.665527
	Iteration 42Q: 3 clusters Score -1.01256e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87638 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -10125597.000000 Penalty: 3701.665527
	Iteration 43Q: 3 clusters Score -1.01256e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87640 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -10125595.000000 Penalty: 3701.665527
	Iteration 44Q: 3 clusters Score -1.01256e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87643 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -10125598.000000 Penalty: 3701.665527
	Iteration 45Q: 3 clusters Score -1.01256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87644 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -10125600.000000 Penalty: 3701.665527
	Iteration 46Q: 3 clusters Score -1.01256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87647 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -10125596.000000 Penalty: 3701.665527
	Iteration 47Q: 3 clusters Score -1.01256e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87652 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -10125600.000000 Penalty: 3701.665527
	Iteration 48Q: 3 clusters Score -1.01256e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87653 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -10125603.000000 Penalty: 3701.665527
	Iteration 49Q: 3 clusters Score -1.01256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87654 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -10125604.000000 Penalty: 3701.665527
	Iteration 50Q: 3 clusters Score -1.01256e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87657 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -10125612.000000 Penalty: 3701.665527
	Iteration 51Q: 3 clusters Score -1.012561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87659 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -10125615.000000 Penalty: 3701.665527
	Iteration 52Q: 3 clusters Score -1.012562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87659 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -10125618.000000 Penalty: 3701.665527
	Iteration 53Q: 3 clusters Score -1.012562e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87661 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -10125618.000000 Penalty: 3701.665527
	Iteration 54Q: 3 clusters Score -1.012562e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87660 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -10125620.000000 Penalty: 3701.665527
	Iteration 55Q: 3 clusters Score -1.012562e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87662 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -10125619.000000 Penalty: 3701.665527
	Iteration 56Q: 3 clusters Score -1.012562e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87662 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -10125619.000000 Penalty: 3701.665527
	Iteration 57F: 3 clusters Score -1.012562e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (207599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207599 members 
Entering Unmasked Estep 
Score: -24355934.000000 Penalty: 1989.546509
	Iteration 0F: 2 clusters Score -2.435593e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103915 members 
Mstep: Class 2 contains 103684 members 
Entering Unmasked Estep 
Score: -24288320.000000 Penalty: 3979.093018
	Iteration 0F: 3 clusters Score -2.428832e+07 nChanged 100908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107209 members 
Mstep: Class 2 contains 100390 members 
Entering Unmasked Estep 
Score: -24349688.000000 Penalty: 3979.093018
	Iteration 1F: 3 clusters Score -2.434969e+07 nChanged 9324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109015 members 
Mstep: Class 2 contains 98584 members 
Entering Unmasked Estep 
Score: -24353294.000000 Penalty: 3979.093018
	Iteration 2Q: 3 clusters Score -2.435329e+07 nChanged 11480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111201 members 
Mstep: Class 2 contains 96398 members 
Entering Unmasked Estep 
Score: -24359222.000000 Penalty: 3979.093018
	Iteration 3F: 3 clusters Score -2.435922e+07 nChanged 13664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113729 members 
Mstep: Class 2 contains 93870 members 
Entering Unmasked Estep 
Score: -24367488.000000 Penalty: 3979.093018
	Iteration 4F: 3 clusters Score -2.436749e+07 nChanged 15415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115330 members 
Mstep: Class 2 contains 92269 members 
Entering Unmasked Estep 
Score: -24379434.000000 Penalty: 3979.093018
	Iteration 5F: 3 clusters Score -2.437943e+07 nChanged 16055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114705 members 
Mstep: Class 2 contains 92894 members 
Entering Unmasked Estep 
Score: -24391568.000000 Penalty: 3979.093018
	Iteration 6F: 3 clusters Score -2.439157e+07 nChanged 13351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111886 members 
Mstep: Class 2 contains 95713 members 
Entering Unmasked Estep 
Score: -24398368.000000 Penalty: 3979.093018
	Iteration 7F: 3 clusters Score -2.439837e+07 nChanged 8542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108072 members 
Mstep: Class 2 contains 99527 members 
Entering Unmasked Estep 
Score: -24400592.000000 Penalty: 3979.093018
	Iteration 8Q: 3 clusters Score -2.440059e+07 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103953 members 
Mstep: Class 2 contains 103646 members 
Entering Unmasked Estep 
Score: -24401350.000000 Penalty: 3979.093018
	Iteration 9Q: 3 clusters Score -2.440135e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100082 members 
Mstep: Class 2 contains 107517 members 
Entering Unmasked Estep 
Score: -24401620.000000 Penalty: 3979.093018
	Iteration 10Q: 3 clusters Score -2.440162e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96713 members 
Mstep: Class 2 contains 110886 members 
Entering Unmasked Estep 
Score: -24401788.000000 Penalty: 3979.093018
	Iteration 11Q: 3 clusters Score -2.440179e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94134 members 
Mstep: Class 2 contains 113465 members 
Entering Unmasked Estep 
Score: -24401922.000000 Penalty: 3979.093018
	Iteration 12Q: 3 clusters Score -2.440192e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92086 members 
Mstep: Class 2 contains 115513 members 
Entering Unmasked Estep 
Score: -24402402.000000 Penalty: 3979.093018
	Iteration 13Q: 3 clusters Score -2.44024e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90804 members 
Mstep: Class 2 contains 116795 members 
Entering Unmasked Estep 
Score: -24402866.000000 Penalty: 3979.093018
	Iteration 14Q: 3 clusters Score -2.440287e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90343 members 
Mstep: Class 2 contains 117256 members 
Entering Unmasked Estep 
Score: -24403550.000000 Penalty: 3979.093018
	Iteration 15Q: 3 clusters Score -2.440355e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90872 members 
Mstep: Class 2 contains 116727 members 
Entering Unmasked Estep 
Score: -24404252.000000 Penalty: 3979.093018
	Iteration 16Q: 3 clusters Score -2.440425e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92453 members 
Mstep: Class 2 contains 115146 members 
Entering Unmasked Estep 
Score: -24405200.000000 Penalty: 3979.093018
	Iteration 17Q: 3 clusters Score -2.44052e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94800 members 
Mstep: Class 2 contains 112799 members 
Entering Unmasked Estep 
Score: -24406298.000000 Penalty: 3979.093018
	Iteration 18Q: 3 clusters Score -2.44063e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97963 members 
Mstep: Class 2 contains 109636 members 
Entering Unmasked Estep 
Score: -24407394.000000 Penalty: 3979.093018
	Iteration 19Q: 3 clusters Score -2.440739e+07 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101595 members 
Mstep: Class 2 contains 106004 members 
Entering Unmasked Estep 
Score: -24408434.000000 Penalty: 3979.093018
	Iteration 20F: 3 clusters Score -2.440843e+07 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105459 members 
Mstep: Class 2 contains 102140 members 
Entering Unmasked Estep 
Score: -24409780.000000 Penalty: 3979.093018
	Iteration 21Q: 3 clusters Score -2.440978e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109288 members 
Mstep: Class 2 contains 98311 members 
Entering Unmasked Estep 
Score: -24410928.000000 Penalty: 3979.093018
	Iteration 22Q: 3 clusters Score -2.441093e+07 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112935 members 
Mstep: Class 2 contains 94664 members 
Entering Unmasked Estep 
Score: -24411722.000000 Penalty: 3979.093018
	Iteration 23Q: 3 clusters Score -2.441172e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116593 members 
Mstep: Class 2 contains 91006 members 
Entering Unmasked Estep 
Score: -24412182.000000 Penalty: 3979.093018
	Iteration 24Q: 3 clusters Score -2.441218e+07 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119910 members 
Mstep: Class 2 contains 87689 members 
Entering Unmasked Estep 
Score: -24412276.000000 Penalty: 3979.093018
	Iteration 25Q: 3 clusters Score -2.441228e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122693 members 
Mstep: Class 2 contains 84906 members 
Entering Unmasked Estep 
Score: -24411958.000000 Penalty: 3979.093018
	Iteration 26Q: 3 clusters Score -2.441196e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124959 members 
Mstep: Class 2 contains 82640 members 
Entering Unmasked Estep 
Score: -24411578.000000 Penalty: 3979.093018
	Iteration 27Q: 3 clusters Score -2.441158e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126769 members 
Mstep: Class 2 contains 80830 members 
Entering Unmasked Estep 
Score: -24410860.000000 Penalty: 3979.093018
	Iteration 28Q: 3 clusters Score -2.441086e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128167 members 
Mstep: Class 2 contains 79432 members 
Entering Unmasked Estep 
Score: -24410140.000000 Penalty: 3979.093018
	Iteration 29Q: 3 clusters Score -2.441014e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129232 members 
Mstep: Class 2 contains 78367 members 
Entering Unmasked Estep 
Score: -24409738.000000 Penalty: 3979.093018
	Iteration 30Q: 3 clusters Score -2.440974e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130078 members 
Mstep: Class 2 contains 77521 members 
Entering Unmasked Estep 
Score: -24409290.000000 Penalty: 3979.093018
	Iteration 31Q: 3 clusters Score -2.440929e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130753 members 
Mstep: Class 2 contains 76846 members 
Entering Unmasked Estep 
Score: -24408844.000000 Penalty: 3979.093018
	Iteration 32Q: 3 clusters Score -2.440884e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131230 members 
Mstep: Class 2 contains 76369 members 
Entering Unmasked Estep 
Score: -24408526.000000 Penalty: 3979.093018
	Iteration 33Q: 3 clusters Score -2.440853e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131613 members 
Mstep: Class 2 contains 75986 members 
Entering Unmasked Estep 
Score: -24408410.000000 Penalty: 3979.093018
	Iteration 34Q: 3 clusters Score -2.440841e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131902 members 
Mstep: Class 2 contains 75697 members 
Entering Unmasked Estep 
Score: -24408186.000000 Penalty: 3979.093018
	Iteration 35Q: 3 clusters Score -2.440819e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132158 members 
Mstep: Class 2 contains 75441 members 
Entering Unmasked Estep 
Score: -24407998.000000 Penalty: 3979.093018
	Iteration 36Q: 3 clusters Score -2.4408e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132350 members 
Mstep: Class 2 contains 75249 members 
Entering Unmasked Estep 
Score: -24407902.000000 Penalty: 3979.093018
	Iteration 37Q: 3 clusters Score -2.44079e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132523 members 
Mstep: Class 2 contains 75076 members 
Entering Unmasked Estep 
Score: -24407846.000000 Penalty: 3979.093018
	Iteration 38Q: 3 clusters Score -2.440785e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132697 members 
Mstep: Class 2 contains 74902 members 
Entering Unmasked Estep 
Score: -24407788.000000 Penalty: 3979.093018
	Iteration 39Q: 3 clusters Score -2.440779e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132867 members 
Mstep: Class 2 contains 74732 members 
Entering Unmasked Estep 
Score: -24407770.000000 Penalty: 3979.093018
	Iteration 40F: 3 clusters Score -2.440777e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133126 members 
Mstep: Class 2 contains 74473 members 
Entering Unmasked Estep 
Score: -24407502.000000 Penalty: 3979.093018
	Iteration 41Q: 3 clusters Score -2.44075e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133378 members 
Mstep: Class 2 contains 74221 members 
Entering Unmasked Estep 
Score: -24407332.000000 Penalty: 3979.093018
	Iteration 42Q: 3 clusters Score -2.440733e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133613 members 
Mstep: Class 2 contains 73986 members 
Entering Unmasked Estep 
Score: -24407092.000000 Penalty: 3979.093018
	Iteration 43Q: 3 clusters Score -2.440709e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133793 members 
Mstep: Class 2 contains 73806 members 
Entering Unmasked Estep 
Score: -24406940.000000 Penalty: 3979.093018
	Iteration 44Q: 3 clusters Score -2.440694e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133909 members 
Mstep: Class 2 contains 73690 members 
Entering Unmasked Estep 
Score: -24406836.000000 Penalty: 3979.093018
	Iteration 45Q: 3 clusters Score -2.440684e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133997 members 
Mstep: Class 2 contains 73602 members 
Entering Unmasked Estep 
Score: -24406678.000000 Penalty: 3979.093018
	Iteration 46Q: 3 clusters Score -2.440668e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134065 members 
Mstep: Class 2 contains 73534 members 
Entering Unmasked Estep 
Score: -24406602.000000 Penalty: 3979.093018
	Iteration 47Q: 3 clusters Score -2.44066e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134133 members 
Mstep: Class 2 contains 73466 members 
Entering Unmasked Estep 
Score: -24406516.000000 Penalty: 3979.093018
	Iteration 48Q: 3 clusters Score -2.440652e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134163 members 
Mstep: Class 2 contains 73436 members 
Entering Unmasked Estep 
Score: -24406456.000000 Penalty: 3979.093018
	Iteration 49Q: 3 clusters Score -2.440646e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134201 members 
Mstep: Class 2 contains 73398 members 
Entering Unmasked Estep 
Score: -24406424.000000 Penalty: 3979.093018
	Iteration 50Q: 3 clusters Score -2.440642e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134230 members 
Mstep: Class 2 contains 73369 members 
Entering Unmasked Estep 
Score: -24406404.000000 Penalty: 3979.093018
	Iteration 51Q: 3 clusters Score -2.44064e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134268 members 
Mstep: Class 2 contains 73331 members 
Entering Unmasked Estep 
Score: -24406378.000000 Penalty: 3979.093018
	Iteration 52Q: 3 clusters Score -2.440638e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134299 members 
Mstep: Class 2 contains 73300 members 
Entering Unmasked Estep 
Score: -24406336.000000 Penalty: 3979.093018
	Iteration 53Q: 3 clusters Score -2.440634e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134324 members 
Mstep: Class 2 contains 73275 members 
Entering Unmasked Estep 
Score: -24406278.000000 Penalty: 3979.093018
	Iteration 54Q: 3 clusters Score -2.440628e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134350 members 
Mstep: Class 2 contains 73249 members 
Entering Unmasked Estep 
Score: -24406250.000000 Penalty: 3979.093018
	Iteration 55Q: 3 clusters Score -2.440625e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134395 members 
Mstep: Class 2 contains 73204 members 
Entering Unmasked Estep 
Score: -24406248.000000 Penalty: 3979.093018
	Iteration 56Q: 3 clusters Score -2.440625e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134447 members 
Mstep: Class 2 contains 73152 members 
Entering Unmasked Estep 
Score: -24406278.000000 Penalty: 3979.093018
	Iteration 57Q: 3 clusters Score -2.440628e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134491 members 
Mstep: Class 2 contains 73108 members 
Entering Unmasked Estep 
Score: -24406270.000000 Penalty: 3979.093018
	Iteration 58Q: 3 clusters Score -2.440627e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134524 members 
Mstep: Class 2 contains 73075 members 
Entering Unmasked Estep 
Score: -24406234.000000 Penalty: 3979.093018
	Iteration 59Q: 3 clusters Score -2.440623e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134561 members 
Mstep: Class 2 contains 73038 members 
Entering Unmasked Estep 
Score: -24406192.000000 Penalty: 3979.093018
	Iteration 60F: 3 clusters Score -2.440619e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134612 members 
Mstep: Class 2 contains 72987 members 
Entering Unmasked Estep 
Score: -24406146.000000 Penalty: 3979.093018
	Iteration 61Q: 3 clusters Score -2.440615e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134647 members 
Mstep: Class 2 contains 72952 members 
Entering Unmasked Estep 
Score: -24406146.000000 Penalty: 3979.093018
	Iteration 62Q: 3 clusters Score -2.440615e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134676 members 
Mstep: Class 2 contains 72923 members 
Entering Unmasked Estep 
Score: -24406096.000000 Penalty: 3979.093018
	Iteration 63Q: 3 clusters Score -2.44061e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134697 members 
Mstep: Class 2 contains 72902 members 
Entering Unmasked Estep 
Score: -24406090.000000 Penalty: 3979.093018
	Iteration 64Q: 3 clusters Score -2.440609e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134714 members 
Mstep: Class 2 contains 72885 members 
Entering Unmasked Estep 
Score: -24406094.000000 Penalty: 3979.093018
	Iteration 65Q: 3 clusters Score -2.440609e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134725 members 
Mstep: Class 2 contains 72874 members 
Entering Unmasked Estep 
Score: -24406100.000000 Penalty: 3979.093018
	Iteration 66Q: 3 clusters Score -2.44061e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134738 members 
Mstep: Class 2 contains 72861 members 
Entering Unmasked Estep 
Score: -24406080.000000 Penalty: 3979.093018
	Iteration 67Q: 3 clusters Score -2.440608e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134749 members 
Mstep: Class 2 contains 72850 members 
Entering Unmasked Estep 
Score: -24406074.000000 Penalty: 3979.093018
	Iteration 68Q: 3 clusters Score -2.440607e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134753 members 
Mstep: Class 2 contains 72846 members 
Entering Unmasked Estep 
Score: -24406074.000000 Penalty: 3979.093018
	Iteration 69Q: 3 clusters Score -2.440607e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134764 members 
Mstep: Class 2 contains 72835 members 
Entering Unmasked Estep 
Score: -24406074.000000 Penalty: 3979.093018
	Iteration 70Q: 3 clusters Score -2.440607e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134778 members 
Mstep: Class 2 contains 72821 members 
Entering Unmasked Estep 
Score: -24406086.000000 Penalty: 3979.093018
	Iteration 71Q: 3 clusters Score -2.440609e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134792 members 
Mstep: Class 2 contains 72807 members 
Entering Unmasked Estep 
Score: -24406094.000000 Penalty: 3979.093018
	Iteration 72Q: 3 clusters Score -2.440609e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134801 members 
Mstep: Class 2 contains 72798 members 
Entering Unmasked Estep 
Score: -24406082.000000 Penalty: 3979.093018
	Iteration 73Q: 3 clusters Score -2.440608e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134810 members 
Mstep: Class 2 contains 72789 members 
Entering Unmasked Estep 
Score: -24406090.000000 Penalty: 3979.093018
	Iteration 74Q: 3 clusters Score -2.440609e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134818 members 
Mstep: Class 2 contains 72781 members 
Entering Unmasked Estep 
Score: -24406080.000000 Penalty: 3979.093018
	Iteration 75Q: 3 clusters Score -2.440608e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134827 members 
Mstep: Class 2 contains 72772 members 
Entering Unmasked Estep 
Score: -24406084.000000 Penalty: 3979.093018
	Iteration 76Q: 3 clusters Score -2.440608e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134836 members 
Mstep: Class 2 contains 72763 members 
Entering Unmasked Estep 
Score: -24406088.000000 Penalty: 3979.093018
	Iteration 77Q: 3 clusters Score -2.440609e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134838 members 
Mstep: Class 2 contains 72761 members 
Entering Unmasked Estep 
Score: -24406084.000000 Penalty: 3979.093018
	Iteration 78Q: 3 clusters Score -2.440608e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134848 members 
Mstep: Class 2 contains 72751 members 
Entering Unmasked Estep 
Score: -24406088.000000 Penalty: 3979.093018
	Iteration 79Q: 3 clusters Score -2.440609e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134851 members 
Mstep: Class 2 contains 72748 members 
Entering Unmasked Estep 
Score: -24406092.000000 Penalty: 3979.093018
	Iteration 80F: 3 clusters Score -2.440609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134854 members 
Mstep: Class 2 contains 72745 members 
Entering Unmasked Estep 
Score: -24406088.000000 Penalty: 3979.093018
	Iteration 81Q: 3 clusters Score -2.440609e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134857 members 
Mstep: Class 2 contains 72742 members 
Entering Unmasked Estep 
Score: -24406088.000000 Penalty: 3979.093018
	Iteration 82Q: 3 clusters Score -2.440609e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134859 members 
Mstep: Class 2 contains 72740 members 
Entering Unmasked Estep 
Score: -24406082.000000 Penalty: 3979.093018
	Iteration 83Q: 3 clusters Score -2.440608e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134862 members 
Mstep: Class 2 contains 72737 members 
Entering Unmasked Estep 
Score: -24406088.000000 Penalty: 3979.093018
	Iteration 84Q: 3 clusters Score -2.440609e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134863 members 
Mstep: Class 2 contains 72736 members 
Entering Unmasked Estep 
Score: -24406102.000000 Penalty: 3979.093018
	Iteration 85Q: 3 clusters Score -2.44061e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134863 members 
Mstep: Class 2 contains 72736 members 
Entering Unmasked Estep 
Score: -24406102.000000 Penalty: 3979.093018
	Iteration 86F: 3 clusters Score -2.44061e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 224 members 
Mstep: Class 1 contains 125112 members 
Mstep: Class 2 contains 195960 members 
Mstep: Class 3 contains 127772 members 
Mstep: Class 4 contains 30255 members 
Mstep: Class 5 contains 126001 members 
Mstep: Class 6 contains 95099 members 
Mstep: Class 7 contains 203700 members 
Mstep: Class 8 contains 28938 members 
Mstep: Class 9 contains 30306 members 
Mstep: Class 10 contains 9492 members 
Mstep: Class 11 contains 781 members 
Mstep: Class 12 contains 876 members 
Mstep: Class 13 contains 6027 members 
Mstep: Class 14 contains 1650 members 
Mstep: Class 15 contains 12183 members 
Mstep: Class 16 contains 88410 members 
Mstep: Class 17 contains 134863 members 
Mstep: Class 18 contains 98012 members 
Mstep: Class 19 contains 7366 members 
Mstep: Class 20 contains 212943 members 
Mstep: Class 21 contains 9838 members 
Mstep: Class 22 contains 83653 members 
Mstep: Class 23 contains 13100 members 
Mstep: Class 24 contains 3390 members 
Mstep: Class 25 contains 1431 members 
Mstep: Class 26 contains 584 members 
Mstep: Class 27 contains 2180 members 
Mstep: Class 28 contains 72736 members 
Entering Unmasked Estep 
Score: -194369408.000000 Penalty: 65335.769531
Splitting cluster 17 changes total score from -194218224.000000 to -194369408.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 19 (7366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Entering Unmasked Estep 
Score: -729011.625000 Penalty: 1447.002319
	Iteration 0F: 2 clusters Score -729011.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -723571.562500 Penalty: 2894.004639
	Iteration 0F: 3 clusters Score -723571.6 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -725934.875000 Penalty: 2894.004639
	Iteration 1F: 3 clusters Score -725934.9 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -726714.500000 Penalty: 2894.004639
	Iteration 2F: 3 clusters Score -726714.5 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -727491.812500 Penalty: 2894.004639
	Iteration 3F: 3 clusters Score -727491.8 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -728102.437500 Penalty: 2894.004639
	Iteration 4F: 3 clusters Score -728102.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -728471.625000 Penalty: 2894.004639
	Iteration 5F: 3 clusters Score -728471.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -728704.062500 Penalty: 2894.004639
	Iteration 6Q: 3 clusters Score -728704.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -728858.187500 Penalty: 2894.004639
	Iteration 7Q: 3 clusters Score -728858.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -728940.750000 Penalty: 2894.004639
	Iteration 8Q: 3 clusters Score -728940.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -728994.625000 Penalty: 2894.004639
	Iteration 9Q: 3 clusters Score -728994.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -729043.687500 Penalty: 2894.004639
	Iteration 10Q: 3 clusters Score -729043.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -729087.062500 Penalty: 2894.004639
	Iteration 11Q: 3 clusters Score -729087.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -729119.812500 Penalty: 2894.004639
	Iteration 12Q: 3 clusters Score -729119.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -729159.500000 Penalty: 2894.004639
	Iteration 13Q: 3 clusters Score -729159.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -729204.687500 Penalty: 2894.004639
	Iteration 14Q: 3 clusters Score -729204.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -729269.687500 Penalty: 2894.004639
	Iteration 15Q: 3 clusters Score -729269.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -729372.187500 Penalty: 2894.004639
	Iteration 16Q: 3 clusters Score -729372.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -729543.625000 Penalty: 2894.004639
	Iteration 17Q: 3 clusters Score -729543.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -729928.500000 Penalty: 2894.004639
	Iteration 18Q: 3 clusters Score -729928.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -730680.437500 Penalty: 2894.004639
	Iteration 19Q: 3 clusters Score -730680.4 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -732157.062500 Penalty: 2894.004639
	Iteration 20F: 3 clusters Score -732157.1 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -734452.687500 Penalty: 2894.004639
	Iteration 21F: 3 clusters Score -734452.7 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -735875.937500 Penalty: 2894.004639
	Iteration 22F: 3 clusters Score -735875.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -736368.750000 Penalty: 2894.004639
	Iteration 23Q: 3 clusters Score -736368.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -736519.937500 Penalty: 2894.004639
	Iteration 24Q: 3 clusters Score -736519.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -736578.250000 Penalty: 2894.004639
	Iteration 25Q: 3 clusters Score -736578.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -736601.750000 Penalty: 2894.004639
	Iteration 26Q: 3 clusters Score -736601.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -736614.812500 Penalty: 2894.004639
	Iteration 27Q: 3 clusters Score -736614.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -736623.875000 Penalty: 2894.004639
	Iteration 28Q: 3 clusters Score -736623.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -736630.375000 Penalty: 2894.004639
	Iteration 29Q: 3 clusters Score -736630.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -736638.500000 Penalty: 2894.004639
	Iteration 30Q: 3 clusters Score -736638.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -736640.750000 Penalty: 2894.004639
	Iteration 31Q: 3 clusters Score -736640.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -736643.187500 Penalty: 2894.004639
	Iteration 32Q: 3 clusters Score -736643.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -736645.187500 Penalty: 2894.004639
	Iteration 33Q: 3 clusters Score -736645.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -736646.375000 Penalty: 2894.004639
	Iteration 34Q: 3 clusters Score -736646.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -736646.437500 Penalty: 2894.004639
	Iteration 35Q: 3 clusters Score -736646.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -736647.062500 Penalty: 2894.004639
	Iteration 36Q: 3 clusters Score -736647.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -736647.375000 Penalty: 2894.004639
	Iteration 37Q: 3 clusters Score -736647.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -736648.062500 Penalty: 2894.004639
	Iteration 38Q: 3 clusters Score -736648.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -736649.812500 Penalty: 2894.004639
	Iteration 39Q: 3 clusters Score -736649.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -736651.062500 Penalty: 2894.004639
	Iteration 40F: 3 clusters Score -736651.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -736650.750000 Penalty: 2894.004639
	Iteration 41Q: 3 clusters Score -736650.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -736649.937500 Penalty: 2894.004639
	Iteration 42Q: 3 clusters Score -736649.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -736649.937500 Penalty: 2894.004639
	Iteration 43Q: 3 clusters Score -736649.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -736651.750000 Penalty: 2894.004639
	Iteration 44Q: 3 clusters Score -736651.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -736651.125000 Penalty: 2894.004639
	Iteration 45Q: 3 clusters Score -736651.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -736651.125000 Penalty: 2894.004639
	Iteration 46F: 3 clusters Score -736651.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 224 members 
Mstep: Class 1 contains 125112 members 
Mstep: Class 2 contains 195960 members 
Mstep: Class 3 contains 127772 members 
Mstep: Class 4 contains 30255 members 
Mstep: Class 5 contains 126001 members 
Mstep: Class 6 contains 95099 members 
Mstep: Class 7 contains 203700 members 
Mstep: Class 8 contains 28938 members 
Mstep: Class 9 contains 30306 members 
Mstep: Class 10 contains 9492 members 
Mstep: Class 11 contains 781 members 
Mstep: Class 12 contains 876 members 
Mstep: Class 13 contains 6027 members 
Mstep: Class 14 contains 1650 members 
Mstep: Class 15 contains 12183 members 
Mstep: Class 16 contains 88410 members 
Mstep: Class 17 contains 134863 members 
Mstep: Class 18 contains 98012 members 
Mstep: Class 19 contains 3087 members 
Mstep: Class 20 contains 212943 members 
Mstep: Class 21 contains 9838 members 
Mstep: Class 22 contains 83653 members 
Mstep: Class 23 contains 13100 members 
Mstep: Class 24 contains 3390 members 
Mstep: Class 25 contains 1431 members 
Mstep: Class 26 contains 584 members 
Mstep: Class 27 contains 2180 members 
Mstep: Class 28 contains 72736 members 
Mstep: Class 29 contains 4279 members 
Entering Unmasked Estep 
Score: -194376656.000000 Penalty: 67669.187500
Splitting cluster 19 changes total score from -194218224.000000 to -194376656.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 20 (212943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212943 members 
Entering Unmasked Estep 
Score: -25228432.000000 Penalty: 1993.676758
	Iteration 0F: 2 clusters Score -2.522843e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106206 members 
Mstep: Class 2 contains 106737 members 
Entering Unmasked Estep 
Score: -25144274.000000 Penalty: 3987.353516
	Iteration 0F: 3 clusters Score -2.514427e+07 nChanged 103057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104237 members 
Mstep: Class 2 contains 108706 members 
Entering Unmasked Estep 
Score: -25205290.000000 Penalty: 3987.353516
	Iteration 1F: 3 clusters Score -2.520529e+07 nChanged 7837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104182 members 
Mstep: Class 2 contains 108761 members 
Entering Unmasked Estep 
Score: -25206150.000000 Penalty: 3987.353516
	Iteration 2Q: 3 clusters Score -2.520615e+07 nChanged 7850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103996 members 
Mstep: Class 2 contains 108947 members 
Entering Unmasked Estep 
Score: -25207448.000000 Penalty: 3987.353516
	Iteration 3Q: 3 clusters Score -2.520745e+07 nChanged 8273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103751 members 
Mstep: Class 2 contains 109192 members 
Entering Unmasked Estep 
Score: -25209436.000000 Penalty: 3987.353516
	Iteration 4Q: 3 clusters Score -2.520944e+07 nChanged 9372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103795 members 
Mstep: Class 2 contains 109148 members 
Entering Unmasked Estep 
Score: -25212902.000000 Penalty: 3987.353516
	Iteration 5Q: 3 clusters Score -2.52129e+07 nChanged 11361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104556 members 
Mstep: Class 2 contains 108387 members 
Entering Unmasked Estep 
Score: -25218894.000000 Penalty: 3987.353516
	Iteration 6F: 3 clusters Score -2.521889e+07 nChanged 13793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105829 members 
Mstep: Class 2 contains 107114 members 
Entering Unmasked Estep 
Score: -25229298.000000 Penalty: 3987.353516
	Iteration 7F: 3 clusters Score -2.52293e+07 nChanged 15342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107255 members 
Mstep: Class 2 contains 105688 members 
Entering Unmasked Estep 
Score: -25240108.000000 Penalty: 3987.353516
	Iteration 8F: 3 clusters Score -2.524011e+07 nChanged 12465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108550 members 
Mstep: Class 2 contains 104393 members 
Entering Unmasked Estep 
Score: -25245290.000000 Penalty: 3987.353516
	Iteration 9F: 3 clusters Score -2.524529e+07 nChanged 7060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109582 members 
Mstep: Class 2 contains 103361 members 
Entering Unmasked Estep 
Score: -25246582.000000 Penalty: 3987.353516
	Iteration 10Q: 3 clusters Score -2.524658e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110125 members 
Mstep: Class 2 contains 102818 members 
Entering Unmasked Estep 
Score: -25246810.000000 Penalty: 3987.353516
	Iteration 11Q: 3 clusters Score -2.524681e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110289 members 
Mstep: Class 2 contains 102654 members 
Entering Unmasked Estep 
Score: -25246988.000000 Penalty: 3987.353516
	Iteration 12Q: 3 clusters Score -2.524699e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110065 members 
Mstep: Class 2 contains 102878 members 
Entering Unmasked Estep 
Score: -25247188.000000 Penalty: 3987.353516
	Iteration 13Q: 3 clusters Score -2.524719e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109432 members 
Mstep: Class 2 contains 103511 members 
Entering Unmasked Estep 
Score: -25247302.000000 Penalty: 3987.353516
	Iteration 14Q: 3 clusters Score -2.52473e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108497 members 
Mstep: Class 2 contains 104446 members 
Entering Unmasked Estep 
Score: -25247422.000000 Penalty: 3987.353516
	Iteration 15Q: 3 clusters Score -2.524742e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107448 members 
Mstep: Class 2 contains 105495 members 
Entering Unmasked Estep 
Score: -25247490.000000 Penalty: 3987.353516
	Iteration 16Q: 3 clusters Score -2.524749e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106316 members 
Mstep: Class 2 contains 106627 members 
Entering Unmasked Estep 
Score: -25247596.000000 Penalty: 3987.353516
	Iteration 17Q: 3 clusters Score -2.52476e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105302 members 
Mstep: Class 2 contains 107641 members 
Entering Unmasked Estep 
Score: -25247678.000000 Penalty: 3987.353516
	Iteration 18Q: 3 clusters Score -2.524768e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104368 members 
Mstep: Class 2 contains 108575 members 
Entering Unmasked Estep 
Score: -25247670.000000 Penalty: 3987.353516
	Iteration 19Q: 3 clusters Score -2.524767e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103598 members 
Mstep: Class 2 contains 109345 members 
Entering Unmasked Estep 
Score: -25247640.000000 Penalty: 3987.353516
	Iteration 20F: 3 clusters Score -2.524764e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103031 members 
Mstep: Class 2 contains 109912 members 
Entering Unmasked Estep 
Score: -25247672.000000 Penalty: 3987.353516
	Iteration 21Q: 3 clusters Score -2.524767e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102655 members 
Mstep: Class 2 contains 110288 members 
Entering Unmasked Estep 
Score: -25247654.000000 Penalty: 3987.353516
	Iteration 22Q: 3 clusters Score -2.524765e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102474 members 
Mstep: Class 2 contains 110469 members 
Entering Unmasked Estep 
Score: -25247636.000000 Penalty: 3987.353516
	Iteration 23Q: 3 clusters Score -2.524764e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102423 members 
Mstep: Class 2 contains 110520 members 
Entering Unmasked Estep 
Score: -25247510.000000 Penalty: 3987.353516
	Iteration 24Q: 3 clusters Score -2.524751e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102479 members 
Mstep: Class 2 contains 110464 members 
Entering Unmasked Estep 
Score: -25247622.000000 Penalty: 3987.353516
	Iteration 25Q: 3 clusters Score -2.524762e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102600 members 
Mstep: Class 2 contains 110343 members 
Entering Unmasked Estep 
Score: -25247590.000000 Penalty: 3987.353516
	Iteration 26Q: 3 clusters Score -2.524759e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102786 members 
Mstep: Class 2 contains 110157 members 
Entering Unmasked Estep 
Score: -25247612.000000 Penalty: 3987.353516
	Iteration 27Q: 3 clusters Score -2.524761e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102999 members 
Mstep: Class 2 contains 109944 members 
Entering Unmasked Estep 
Score: -25247786.000000 Penalty: 3987.353516
	Iteration 28Q: 3 clusters Score -2.524779e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103157 members 
Mstep: Class 2 contains 109786 members 
Entering Unmasked Estep 
Score: -25247830.000000 Penalty: 3987.353516
	Iteration 29Q: 3 clusters Score -2.524783e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103329 members 
Mstep: Class 2 contains 109614 members 
Entering Unmasked Estep 
Score: -25247906.000000 Penalty: 3987.353516
	Iteration 30Q: 3 clusters Score -2.524791e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103509 members 
Mstep: Class 2 contains 109434 members 
Entering Unmasked Estep 
Score: -25247950.000000 Penalty: 3987.353516
	Iteration 31Q: 3 clusters Score -2.524795e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103653 members 
Mstep: Class 2 contains 109290 members 
Entering Unmasked Estep 
Score: -25247992.000000 Penalty: 3987.353516
	Iteration 32Q: 3 clusters Score -2.524799e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103798 members 
Mstep: Class 2 contains 109145 members 
Entering Unmasked Estep 
Score: -25247942.000000 Penalty: 3987.353516
	Iteration 33Q: 3 clusters Score -2.524794e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103945 members 
Mstep: Class 2 contains 108998 members 
Entering Unmasked Estep 
Score: -25247898.000000 Penalty: 3987.353516
	Iteration 34Q: 3 clusters Score -2.52479e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104040 members 
Mstep: Class 2 contains 108903 members 
Entering Unmasked Estep 
Score: -25247756.000000 Penalty: 3987.353516
	Iteration 35Q: 3 clusters Score -2.524776e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104104 members 
Mstep: Class 2 contains 108839 members 
Entering Unmasked Estep 
Score: -25247706.000000 Penalty: 3987.353516
	Iteration 36Q: 3 clusters Score -2.524771e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104168 members 
Mstep: Class 2 contains 108775 members 
Entering Unmasked Estep 
Score: -25247686.000000 Penalty: 3987.353516
	Iteration 37Q: 3 clusters Score -2.524769e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104151 members 
Mstep: Class 2 contains 108792 members 
Entering Unmasked Estep 
Score: -25247880.000000 Penalty: 3987.353516
	Iteration 38Q: 3 clusters Score -2.524788e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104130 members 
Mstep: Class 2 contains 108813 members 
Entering Unmasked Estep 
Score: -25248006.000000 Penalty: 3987.353516
	Iteration 39Q: 3 clusters Score -2.524801e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104065 members 
Mstep: Class 2 contains 108878 members 
Entering Unmasked Estep 
Score: -25247922.000000 Penalty: 3987.353516
	Iteration 40F: 3 clusters Score -2.524792e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103958 members 
Mstep: Class 2 contains 108985 members 
Entering Unmasked Estep 
Score: -25247950.000000 Penalty: 3987.353516
	Iteration 41Q: 3 clusters Score -2.524795e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103850 members 
Mstep: Class 2 contains 109093 members 
Entering Unmasked Estep 
Score: -25248018.000000 Penalty: 3987.353516
	Iteration 42Q: 3 clusters Score -2.524802e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103658 members 
Mstep: Class 2 contains 109285 members 
Entering Unmasked Estep 
Score: -25248130.000000 Penalty: 3987.353516
	Iteration 43Q: 3 clusters Score -2.524813e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103436 members 
Mstep: Class 2 contains 109507 members 
Entering Unmasked Estep 
Score: -25248190.000000 Penalty: 3987.353516
	Iteration 44Q: 3 clusters Score -2.524819e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103210 members 
Mstep: Class 2 contains 109733 members 
Entering Unmasked Estep 
Score: -25248244.000000 Penalty: 3987.353516
	Iteration 45Q: 3 clusters Score -2.524824e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103043 members 
Mstep: Class 2 contains 109900 members 
Entering Unmasked Estep 
Score: -25248268.000000 Penalty: 3987.353516
	Iteration 46Q: 3 clusters Score -2.524827e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102911 members 
Mstep: Class 2 contains 110032 members 
Entering Unmasked Estep 
Score: -25248340.000000 Penalty: 3987.353516
	Iteration 47Q: 3 clusters Score -2.524834e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102821 members 
Mstep: Class 2 contains 110122 members 
Entering Unmasked Estep 
Score: -25248358.000000 Penalty: 3987.353516
	Iteration 48Q: 3 clusters Score -2.524836e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102844 members 
Mstep: Class 2 contains 110099 members 
Entering Unmasked Estep 
Score: -25248366.000000 Penalty: 3987.353516
	Iteration 49Q: 3 clusters Score -2.524837e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102892 members 
Mstep: Class 2 contains 110051 members 
Entering Unmasked Estep 
Score: -25248362.000000 Penalty: 3987.353516
	Iteration 50Q: 3 clusters Score -2.524836e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102957 members 
Mstep: Class 2 contains 109986 members 
Entering Unmasked Estep 
Score: -25248408.000000 Penalty: 3987.353516
	Iteration 51Q: 3 clusters Score -2.524841e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103033 members 
Mstep: Class 2 contains 109910 members 
Entering Unmasked Estep 
Score: -25248448.000000 Penalty: 3987.353516
	Iteration 52Q: 3 clusters Score -2.524845e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103069 members 
Mstep: Class 2 contains 109874 members 
Entering Unmasked Estep 
Score: -25248516.000000 Penalty: 3987.353516
	Iteration 53Q: 3 clusters Score -2.524852e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103058 members 
Mstep: Class 2 contains 109885 members 
Entering Unmasked Estep 
Score: -25248656.000000 Penalty: 3987.353516
	Iteration 54Q: 3 clusters Score -2.524866e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102986 members 
Mstep: Class 2 contains 109957 members 
Entering Unmasked Estep 
Score: -25248628.000000 Penalty: 3987.353516
	Iteration 55Q: 3 clusters Score -2.524863e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102887 members 
Mstep: Class 2 contains 110056 members 
Entering Unmasked Estep 
Score: -25248684.000000 Penalty: 3987.353516
	Iteration 56Q: 3 clusters Score -2.524868e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102805 members 
Mstep: Class 2 contains 110138 members 
Entering Unmasked Estep 
Score: -25248674.000000 Penalty: 3987.353516
	Iteration 57Q: 3 clusters Score -2.524867e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102733 members 
Mstep: Class 2 contains 110210 members 
Entering Unmasked Estep 
Score: -25248706.000000 Penalty: 3987.353516
	Iteration 58Q: 3 clusters Score -2.524871e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102615 members 
Mstep: Class 2 contains 110328 members 
Entering Unmasked Estep 
Score: -25248714.000000 Penalty: 3987.353516
	Iteration 59Q: 3 clusters Score -2.524871e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102502 members 
Mstep: Class 2 contains 110441 members 
Entering Unmasked Estep 
Score: -25248646.000000 Penalty: 3987.353516
	Iteration 60F: 3 clusters Score -2.524865e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102430 members 
Mstep: Class 2 contains 110513 members 
Entering Unmasked Estep 
Score: -25248652.000000 Penalty: 3987.353516
	Iteration 61Q: 3 clusters Score -2.524865e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102362 members 
Mstep: Class 2 contains 110581 members 
Entering Unmasked Estep 
Score: -25248768.000000 Penalty: 3987.353516
	Iteration 62Q: 3 clusters Score -2.524877e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102312 members 
Mstep: Class 2 contains 110631 members 
Entering Unmasked Estep 
Score: -25248908.000000 Penalty: 3987.353516
	Iteration 63Q: 3 clusters Score -2.524891e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102244 members 
Mstep: Class 2 contains 110699 members 
Entering Unmasked Estep 
Score: -25248966.000000 Penalty: 3987.353516
	Iteration 64Q: 3 clusters Score -2.524897e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102140 members 
Mstep: Class 2 contains 110803 members 
Entering Unmasked Estep 
Score: -25248970.000000 Penalty: 3987.353516
	Iteration 65Q: 3 clusters Score -2.524897e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102103 members 
Mstep: Class 2 contains 110840 members 
Entering Unmasked Estep 
Score: -25249008.000000 Penalty: 3987.353516
	Iteration 66Q: 3 clusters Score -2.524901e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102013 members 
Mstep: Class 2 contains 110930 members 
Entering Unmasked Estep 
Score: -25249018.000000 Penalty: 3987.353516
	Iteration 67Q: 3 clusters Score -2.524902e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101941 members 
Mstep: Class 2 contains 111002 members 
Entering Unmasked Estep 
Score: -25248964.000000 Penalty: 3987.353516
	Iteration 68Q: 3 clusters Score -2.524896e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101937 members 
Mstep: Class 2 contains 111006 members 
Entering Unmasked Estep 
Score: -25249014.000000 Penalty: 3987.353516
	Iteration 69Q: 3 clusters Score -2.524901e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101978 members 
Mstep: Class 2 contains 110965 members 
Entering Unmasked Estep 
Score: -25249064.000000 Penalty: 3987.353516
	Iteration 70Q: 3 clusters Score -2.524906e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102014 members 
Mstep: Class 2 contains 110929 members 
Entering Unmasked Estep 
Score: -25249100.000000 Penalty: 3987.353516
	Iteration 71Q: 3 clusters Score -2.52491e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102061 members 
Mstep: Class 2 contains 110882 members 
Entering Unmasked Estep 
Score: -25249232.000000 Penalty: 3987.353516
	Iteration 72Q: 3 clusters Score -2.524923e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102064 members 
Mstep: Class 2 contains 110879 members 
Entering Unmasked Estep 
Score: -25249248.000000 Penalty: 3987.353516
	Iteration 73Q: 3 clusters Score -2.524925e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102086 members 
Mstep: Class 2 contains 110857 members 
Entering Unmasked Estep 
Score: -25249212.000000 Penalty: 3987.353516
	Iteration 74Q: 3 clusters Score -2.524921e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102070 members 
Mstep: Class 2 contains 110873 members 
Entering Unmasked Estep 
Score: -25249354.000000 Penalty: 3987.353516
	Iteration 75Q: 3 clusters Score -2.524935e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102024 members 
Mstep: Class 2 contains 110919 members 
Entering Unmasked Estep 
Score: -25249344.000000 Penalty: 3987.353516
	Iteration 76Q: 3 clusters Score -2.524934e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101992 members 
Mstep: Class 2 contains 110951 members 
Entering Unmasked Estep 
Score: -25249356.000000 Penalty: 3987.353516
	Iteration 77Q: 3 clusters Score -2.524936e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101959 members 
Mstep: Class 2 contains 110984 members 
Entering Unmasked Estep 
Score: -25249360.000000 Penalty: 3987.353516
	Iteration 78Q: 3 clusters Score -2.524936e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101938 members 
Mstep: Class 2 contains 111005 members 
Entering Unmasked Estep 
Score: -25249322.000000 Penalty: 3987.353516
	Iteration 79Q: 3 clusters Score -2.524932e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101951 members 
Mstep: Class 2 contains 110992 members 
Entering Unmasked Estep 
Score: -25249408.000000 Penalty: 3987.353516
	Iteration 80F: 3 clusters Score -2.524941e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101940 members 
Mstep: Class 2 contains 111003 members 
Entering Unmasked Estep 
Score: -25249430.000000 Penalty: 3987.353516
	Iteration 81Q: 3 clusters Score -2.524943e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101907 members 
Mstep: Class 2 contains 111036 members 
Entering Unmasked Estep 
Score: -25249372.000000 Penalty: 3987.353516
	Iteration 82Q: 3 clusters Score -2.524937e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101901 members 
Mstep: Class 2 contains 111042 members 
Entering Unmasked Estep 
Score: -25249568.000000 Penalty: 3987.353516
	Iteration 83Q: 3 clusters Score -2.524957e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101926 members 
Mstep: Class 2 contains 111017 members 
Entering Unmasked Estep 
Score: -25249594.000000 Penalty: 3987.353516
	Iteration 84Q: 3 clusters Score -2.524959e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101910 members 
Mstep: Class 2 contains 111033 members 
Entering Unmasked Estep 
Score: -25249674.000000 Penalty: 3987.353516
	Iteration 85Q: 3 clusters Score -2.524967e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101868 members 
Mstep: Class 2 contains 111075 members 
Entering Unmasked Estep 
Score: -25249712.000000 Penalty: 3987.353516
	Iteration 86Q: 3 clusters Score -2.524971e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101793 members 
Mstep: Class 2 contains 111150 members 
Entering Unmasked Estep 
Score: -25249802.000000 Penalty: 3987.353516
	Iteration 87Q: 3 clusters Score -2.52498e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101710 members 
Mstep: Class 2 contains 111233 members 
Entering Unmasked Estep 
Score: -25249912.000000 Penalty: 3987.353516
	Iteration 88Q: 3 clusters Score -2.524991e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101610 members 
Mstep: Class 2 contains 111333 members 
Entering Unmasked Estep 
Score: -25250000.000000 Penalty: 3987.353516
	Iteration 89Q: 3 clusters Score -2.525e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101530 members 
Mstep: Class 2 contains 111413 members 
Entering Unmasked Estep 
Score: -25250050.000000 Penalty: 3987.353516
	Iteration 90Q: 3 clusters Score -2.525005e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101457 members 
Mstep: Class 2 contains 111486 members 
Entering Unmasked Estep 
Score: -25250138.000000 Penalty: 3987.353516
	Iteration 91Q: 3 clusters Score -2.525014e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101344 members 
Mstep: Class 2 contains 111599 members 
Entering Unmasked Estep 
Score: -25250288.000000 Penalty: 3987.353516
	Iteration 92Q: 3 clusters Score -2.525029e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101187 members 
Mstep: Class 2 contains 111756 members 
Entering Unmasked Estep 
Score: -25250302.000000 Penalty: 3987.353516
	Iteration 93Q: 3 clusters Score -2.52503e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101022 members 
Mstep: Class 2 contains 111921 members 
Entering Unmasked Estep 
Score: -25250294.000000 Penalty: 3987.353516
	Iteration 94Q: 3 clusters Score -2.525029e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100849 members 
Mstep: Class 2 contains 112094 members 
Entering Unmasked Estep 
Score: -25250382.000000 Penalty: 3987.353516
	Iteration 95Q: 3 clusters Score -2.525038e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100662 members 
Mstep: Class 2 contains 112281 members 
Entering Unmasked Estep 
Score: -25250434.000000 Penalty: 3987.353516
	Iteration 96Q: 3 clusters Score -2.525043e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100456 members 
Mstep: Class 2 contains 112487 members 
Entering Unmasked Estep 
Score: -25250490.000000 Penalty: 3987.353516
	Iteration 97Q: 3 clusters Score -2.525049e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100214 members 
Mstep: Class 2 contains 112729 members 
Entering Unmasked Estep 
Score: -25250610.000000 Penalty: 3987.353516
	Iteration 98Q: 3 clusters Score -2.525061e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99917 members 
Mstep: Class 2 contains 113026 members 
Entering Unmasked Estep 
Score: -25250726.000000 Penalty: 3987.353516
	Iteration 99Q: 3 clusters Score -2.525073e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99530 members 
Mstep: Class 2 contains 113413 members 
Entering Unmasked Estep 
Score: -25250828.000000 Penalty: 3987.353516
	Iteration 100F: 3 clusters Score -2.525083e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99090 members 
Mstep: Class 2 contains 113853 members 
Entering Unmasked Estep 
Score: -25250964.000000 Penalty: 3987.353516
	Iteration 101Q: 3 clusters Score -2.525096e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98673 members 
Mstep: Class 2 contains 114270 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2.525109e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98281 members 
Mstep: Class 2 contains 114662 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2.525132e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98038 members 
Mstep: Class 2 contains 114905 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2.525154e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97826 members 
Mstep: Class 2 contains 115117 members 
Entering Unmasked Estep 
Score: -25251946.000000 Penalty: 3987.353516
	Iteration 105Q: 3 clusters Score -2.525195e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97674 members 
Mstep: Class 2 contains 115269 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2.525239e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97546 members 
Mstep: Class 2 contains 115397 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2.525281e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97412 members 
Mstep: Class 2 contains 115531 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2.525312e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97331 members 
Mstep: Class 2 contains 115612 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2.525366e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97352 members 
Mstep: Class 2 contains 115591 members 
Entering Unmasked Estep 
Score: -25254152.000000 Penalty: 3987.353516
	Iteration 110Q: 3 clusters Score -2.525415e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97369 members 
Mstep: Class 2 contains 115574 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2.525471e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97337 members 
Mstep: Class 2 contains 115606 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2.525542e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97286 members 
Mstep: Class 2 contains 115657 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2.525621e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97196 members 
Mstep: Class 2 contains 115747 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2.525693e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96956 members 
Mstep: Class 2 contains 115987 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2.525761e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96717 members 
Mstep: Class 2 contains 116226 members 
Entering Unmasked Estep 
Score: -25258302.000000 Penalty: 3987.353516
	Iteration 116Q: 3 clusters Score -2.52583e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96367 members 
Mstep: Class 2 contains 116576 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2.525901e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95846 members 
Mstep: Class 2 contains 117097 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2.525964e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95218 members 
Mstep: Class 2 contains 117725 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2.526007e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94567 members 
Mstep: Class 2 contains 118376 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2.526035e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93983 members 
Mstep: Class 2 contains 118960 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2.526062e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93386 members 
Mstep: Class 2 contains 119557 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2.526092e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92937 members 
Mstep: Class 2 contains 120006 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2.526102e+07 nChanged 1683
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92696 members 
Mstep: Class 2 contains 120247 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2.526142e+07 nChanged 1577
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92575 members 
Mstep: Class 2 contains 120368 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2.526167e+07 nChanged 1381
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92502 members 
Mstep: Class 2 contains 120441 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2.526171e+07 nChanged 1288
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92570 members 
Mstep: Class 2 contains 120373 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2.526192e+07 nChanged 1135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 92683 members 
Mstep: Class 2 contains 120260 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2.526211e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92891 members 
Mstep: Class 2 contains 120052 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2.526224e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93161 members 
Mstep: Class 2 contains 119782 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2.526242e+07 nChanged 778
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93493 members 
Mstep: Class 2 contains 119450 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2.526268e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93748 members 
Mstep: Class 2 contains 119195 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2.526276e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94015 members 
Mstep: Class 2 contains 118928 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2.526283e+07 nChanged 630
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94269 members 
Mstep: Class 2 contains 118674 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2.526305e+07 nChanged 559
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94414 members 
Mstep: Class 2 contains 118529 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2.526327e+07 nChanged 520
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94502 members 
Mstep: Class 2 contains 118441 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2.526336e+07 nChanged 504
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94566 members 
Mstep: Class 2 contains 118377 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2.526348e+07 nChanged 463
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94575 members 
Mstep: Class 2 contains 118368 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2.526365e+07 nChanged 413
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94542 members 
Mstep: Class 2 contains 118401 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2.526379e+07 nChanged 381
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94493 members 
Mstep: Class 2 contains 118450 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2.526388e+07 nChanged 380
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94455 members 
Mstep: Class 2 contains 118488 members 
Entering Unmasked Estep 
Score: -25263968.000000 Penalty: 3987.353516
	Iteration 141Q: 3 clusters Score -2.526397e+07 nChanged 340
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94409 members 
Mstep: Class 2 contains 118534 members 
Entering Unmasked Estep 
Score: -25264002.000000 Penalty: 3987.353516
	Iteration 142Q: 3 clusters Score -2.5264e+07 nChanged 309
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94350 members 
Mstep: Class 2 contains 118593 members 
Entering Unmasked Estep 
Score: -25264014.000000 Penalty: 3987.353516
	Iteration 143Q: 3 clusters Score -2.526401e+07 nChanged 292
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94304 members 
Mstep: Class 2 contains 118639 members 
Entering Unmasked Estep 
Score: -25264008.000000 Penalty: 3987.353516
	Iteration 144Q: 3 clusters Score -2.526401e+07 nChanged 278
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94274 members 
Mstep: Class 2 contains 118669 members 
Entering Unmasked Estep 
Score: -25264024.000000 Penalty: 3987.353516
	Iteration 145Q: 3 clusters Score -2.526402e+07 nChanged 264
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94252 members 
Mstep: Class 2 contains 118691 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2.526404e+07 nChanged 280
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94234 members 
Mstep: Class 2 contains 118709 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2.526407e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94226 members 
Mstep: Class 2 contains 118717 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2.526409e+07 nChanged 256
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94218 members 
Mstep: Class 2 contains 118725 members 
Entering Unmasked Estep 
Score: -25264132.000000 Penalty: 3987.353516
	Iteration 149Q: 3 clusters Score -2.526413e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94195 members 
Mstep: Class 2 contains 118748 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2.526411e+07 nChanged 154
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94203 members 
Mstep: Class 2 contains 118740 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2.526411e+07 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94218 members 
Mstep: Class 2 contains 118725 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2.526413e+07 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94264 members 
Mstep: Class 2 contains 118679 members 
Entering Unmasked Estep 
Score: -25264172.000000 Penalty: 3987.353516
	Iteration 153Q: 3 clusters Score -2.526417e+07 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94316 members 
Mstep: Class 2 contains 118627 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2.526421e+07 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94377 members 
Mstep: Class 2 contains 118566 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2.526424e+07 nChanged 180
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94455 members 
Mstep: Class 2 contains 118488 members 
Entering Unmasked Estep 
Score: -25264252.000000 Penalty: 3987.353516
	Iteration 156Q: 3 clusters Score -2.526425e+07 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94545 members 
Mstep: Class 2 contains 118398 members 
Entering Unmasked Estep 
Score: -25264324.000000 Penalty: 3987.353516
	Iteration 157Q: 3 clusters Score -2.526432e+07 nChanged 171
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94636 members 
Mstep: Class 2 contains 118307 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2.52644e+07 nChanged 181
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94733 members 
Mstep: Class 2 contains 118210 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2.526439e+07 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94770 members 
Mstep: Class 2 contains 118173 members 
Entering Unmasked Estep 
Score: -25264358.000000 Penalty: 3987.353516
	Iteration 160F: 3 clusters Score -2.526436e+07 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94793 members 
Mstep: Class 2 contains 118150 members 
Entering Unmasked Estep 
Score: -25264406.000000 Penalty: 3987.353516
	Iteration 161Q: 3 clusters Score -2.526441e+07 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94828 members 
Mstep: Class 2 contains 118115 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2.526448e+07 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94870 members 
Mstep: Class 2 contains 118073 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -2.526452e+07 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94898 members 
Mstep: Class 2 contains 118045 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -2.526454e+07 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94917 members 
Mstep: Class 2 contains 118026 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -2.526455e+07 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94959 members 
Mstep: Class 2 contains 117984 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -2.526458e+07 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94986 members 
Mstep: Class 2 contains 117957 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -2.526463e+07 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95002 members 
Mstep: Class 2 contains 117941 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -2.526464e+07 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95021 members 
Mstep: Class 2 contains 117922 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -2.52647e+07 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95044 members 
Mstep: Class 2 contains 117899 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -2.526472e+07 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95078 members 
Mstep: Class 2 contains 117865 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -2.526476e+07 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 2 contains 117853 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -2.526477e+07 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95085 members 
Mstep: Class 2 contains 117858 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -2.526481e+07 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95103 members 
Mstep: Class 2 contains 117840 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -2.526481e+07 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95106 members 
Mstep: Class 2 contains 117837 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -2.526479e+07 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 2 contains 117851 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -2.526482e+07 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 2 contains 117854 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -2.526482e+07 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 2 contains 117855 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -2.526482e+07 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 2 contains 117851 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -2.526482e+07 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95084 members 
Mstep: Class 2 contains 117859 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -2.526482e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95073 members 
Mstep: Class 2 contains 117870 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -2.526482e+07 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 2 contains 117863 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -2.526484e+07 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 2 contains 117857 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -2.526487e+07 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 2 contains 117851 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -2.526488e+07 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95119 members 
Mstep: Class 2 contains 117824 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -2.526494e+07 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 2 contains 117780 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -2.526496e+07 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95194 members 
Mstep: Class 2 contains 117749 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -2.526499e+07 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 2 contains 117723 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -2.526499e+07 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 2 contains 117699 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -2.5265e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95260 members 
Mstep: Class 2 contains 117683 members 
Entering Unmasked Estep 
Score: -25265010.000000 Penalty: 3987.353516
	Iteration 190Q: 3 clusters Score -2.526501e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95266 members 
Mstep: Class 2 contains 117677 members 
Entering Unmasked Estep 
Score: -25265016.000000 Penalty: 3987.353516
	Iteration 191Q: 3 clusters Score -2.526502e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95272 members 
Mstep: Class 2 contains 117671 members 
Entering Unmasked Estep 
Score: -25265032.000000 Penalty: 3987.353516
	Iteration 192Q: 3 clusters Score -2.526503e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95284 members 
Mstep: Class 2 contains 117659 members 
Entering Unmasked Estep 
Score: -25265044.000000 Penalty: 3987.353516
	Iteration 193Q: 3 clusters Score -2.526504e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95292 members 
Mstep: Class 2 contains 117651 members 
Entering Unmasked Estep 
Score: -25265062.000000 Penalty: 3987.353516
	Iteration 194Q: 3 clusters Score -2.526506e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95305 members 
Mstep: Class 2 contains 117638 members 
Entering Unmasked Estep 
Score: -25265074.000000 Penalty: 3987.353516
	Iteration 195Q: 3 clusters Score -2.526507e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95312 members 
Mstep: Class 2 contains 117631 members 
Entering Unmasked Estep 
Score: -25265084.000000 Penalty: 3987.353516
	Iteration 196Q: 3 clusters Score -2.526508e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95316 members 
Mstep: Class 2 contains 117627 members 
Entering Unmasked Estep 
Score: -25265092.000000 Penalty: 3987.353516
	Iteration 197Q: 3 clusters Score -2.526509e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95312 members 
Mstep: Class 2 contains 117631 members 
Entering Unmasked Estep 
Score: -25265092.000000 Penalty: 3987.353516
	Iteration 198Q: 3 clusters Score -2.526509e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95313 members 
Mstep: Class 2 contains 117630 members 
Entering Unmasked Estep 
Score: -25265086.000000 Penalty: 3987.353516
	Iteration 199Q: 3 clusters Score -2.526509e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95316 members 
Mstep: Class 2 contains 117627 members 
Entering Unmasked Estep 
Score: -25265098.000000 Penalty: 3987.353516
	Iteration 200F: 3 clusters Score -2.52651e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95318 members 
Mstep: Class 2 contains 117625 members 
Entering Unmasked Estep 
Score: -25265114.000000 Penalty: 3987.353516
	Iteration 201Q: 3 clusters Score -2.526511e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95323 members 
Mstep: Class 2 contains 117620 members 
Entering Unmasked Estep 
Score: -25265090.000000 Penalty: 3987.353516
	Iteration 202Q: 3 clusters Score -2.526509e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95325 members 
Mstep: Class 2 contains 117618 members 
Entering Unmasked Estep 
Score: -25265100.000000 Penalty: 3987.353516
	Iteration 203Q: 3 clusters Score -2.52651e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95329 members 
Mstep: Class 2 contains 117614 members 
Entering Unmasked Estep 
Score: -25265086.000000 Penalty: 3987.353516
	Iteration 204Q: 3 clusters Score -2.526509e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95330 members 
Mstep: Class 2 contains 117613 members 
Entering Unmasked Estep 
Score: -25265082.000000 Penalty: 3987.353516
	Iteration 205Q: 3 clusters Score -2.526508e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95330 members 
Mstep: Class 2 contains 117613 members 
Entering Unmasked Estep 
Score: -25265088.000000 Penalty: 3987.353516
	Iteration 206Q: 3 clusters Score -2.526509e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95329 members 
Mstep: Class 2 contains 117614 members 
Entering Unmasked Estep 
Score: -25265100.000000 Penalty: 3987.353516
	Iteration 207Q: 3 clusters Score -2.52651e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95320 members 
Mstep: Class 2 contains 117623 members 
Entering Unmasked Estep 
Score: -25265088.000000 Penalty: 3987.353516
	Iteration 208Q: 3 clusters Score -2.526509e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95321 members 
Mstep: Class 2 contains 117622 members 
Entering Unmasked Estep 
Score: -25265128.000000 Penalty: 3987.353516
	Iteration 209Q: 3 clusters Score -2.526513e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95320 members 
Mstep: Class 2 contains 117623 members 
Entering Unmasked Estep 
Score: -25265142.000000 Penalty: 3987.353516
	Iteration 210Q: 3 clusters Score -2.526514e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95319 members 
Mstep: Class 2 contains 117624 members 
Entering Unmasked Estep 
Score: -25265132.000000 Penalty: 3987.353516
	Iteration 211Q: 3 clusters Score -2.526513e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95319 members 
Mstep: Class 2 contains 117624 members 
Entering Unmasked Estep 
Score: -25265136.000000 Penalty: 3987.353516
	Iteration 212Q: 3 clusters Score -2.526514e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95317 members 
Mstep: Class 2 contains 117626 members 
Entering Unmasked Estep 
Score: -25265152.000000 Penalty: 3987.353516
	Iteration 213Q: 3 clusters Score -2.526515e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95314 members 
Mstep: Class 2 contains 117629 members 
Entering Unmasked Estep 
Score: -25265146.000000 Penalty: 3987.353516
	Iteration 214Q: 3 clusters Score -2.526515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95312 members 
Mstep: Class 2 contains 117631 members 
Entering Unmasked Estep 
Score: -25265148.000000 Penalty: 3987.353516
	Iteration 215Q: 3 clusters Score -2.526515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95310 members 
Mstep: Class 2 contains 117633 members 
Entering Unmasked Estep 
Score: -25265140.000000 Penalty: 3987.353516
	Iteration 216Q: 3 clusters Score -2.526514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95308 members 
Mstep: Class 2 contains 117635 members 
Entering Unmasked Estep 
Score: -25265124.000000 Penalty: 3987.353516
	Iteration 217Q: 3 clusters Score -2.526512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95305 members 
Mstep: Class 2 contains 117638 members 
Entering Unmasked Estep 
Score: -25265134.000000 Penalty: 3987.353516
	Iteration 218Q: 3 clusters Score -2.526513e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95304 members 
Mstep: Class 2 contains 117639 members 
Entering Unmasked Estep 
Score: -25265142.000000 Penalty: 3987.353516
	Iteration 219Q: 3 clusters Score -2.526514e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95303 members 
Mstep: Class 2 contains 117640 members 
Entering Unmasked Estep 
Score: -25265146.000000 Penalty: 3987.353516
	Iteration 220F: 3 clusters Score -2.526515e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95304 members 
Mstep: Class 2 contains 117639 members 
Entering Unmasked Estep 
Score: -25265132.000000 Penalty: 3987.353516
	Iteration 221Q: 3 clusters Score -2.526513e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95303 members 
Mstep: Class 2 contains 117640 members 
Entering Unmasked Estep 
Score: -25265154.000000 Penalty: 3987.353516
	Iteration 222Q: 3 clusters Score -2.526515e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95304 members 
Mstep: Class 2 contains 117639 members 
Entering Unmasked Estep 
Score: -25265148.000000 Penalty: 3987.353516
	Iteration 223Q: 3 clusters Score -2.526515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95305 members 
Mstep: Class 2 contains 117638 members 
Entering Unmasked Estep 
Score: -25265136.000000 Penalty: 3987.353516
	Iteration 224Q: 3 clusters Score -2.526514e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95305 members 
Mstep: Class 2 contains 117638 members 
Entering Unmasked Estep 
Score: -25265136.000000 Penalty: 3987.353516
	Iteration 225F: 3 clusters Score -2.526514e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 224 members 
Mstep: Class 1 contains 125112 members 
Mstep: Class 2 contains 195960 members 
Mstep: Class 3 contains 127772 members 
Mstep: Class 4 contains 30255 members 
Mstep: Class 5 contains 126001 members 
Mstep: Class 6 contains 95099 members 
Mstep: Class 7 contains 203700 members 
Mstep: Class 8 contains 28938 members 
Mstep: Class 9 contains 30306 members 
Mstep: Class 10 contains 9492 members 
Mstep: Class 11 contains 781 members 
Mstep: Class 12 contains 876 members 
Mstep: Class 13 contains 6027 members 
Mstep: Class 14 contains 1650 members 
Mstep: Class 15 contains 12183 members 
Mstep: Class 16 contains 88410 members 
Mstep: Class 17 contains 134863 members 
Mstep: Class 18 contains 98012 members 
Mstep: Class 19 contains 3087 members 
Mstep: Class 20 contains 95305 members 
Mstep: Class 21 contains 9838 members 
Mstep: Class 22 contains 83653 members 
Mstep: Class 23 contains 13100 members 
Mstep: Class 24 contains 3390 members 
Mstep: Class 25 contains 1431 members 
Mstep: Class 26 contains 584 members 
Mstep: Class 27 contains 2180 members 
Mstep: Class 28 contains 72736 members 
Mstep: Class 29 contains 4279 members 
Mstep: Class 30 contains 117638 members 
Entering Unmasked Estep 
Score: -194425232.000000 Penalty: 70002.609375
Splitting cluster 20 changes total score from -194218224.000000 to -194425232.000000
So it's getting split into cluster 30.
Entering Unmasked Mstep 
Mstep: Class 0 contains 224 members 
Mstep: Class 1 contains 125112 members 
Mstep: Class 2 contains 195960 members 
Mstep: Class 3 contains 127772 members 
Mstep: Class 4 contains 30255 members 
Mstep: Class 5 contains 126001 members 
Mstep: Class 6 contains 95099 members 
Mstep: Class 7 contains 203700 members 
Mstep: Class 8 contains 28938 members 
Mstep: Class 9 contains 30306 members 
Mstep: Class 10 contains 9492 members 
Mstep: Class 11 contains 781 members 
Mstep: Class 12 contains 876 members 
Mstep: Class 13 contains 6027 members 
Mstep: Class 14 contains 1650 members 
Mstep: Class 15 contains 12183 members 
Mstep: Class 16 contains 88410 members 
Mstep: Class 17 contains 134863 members 
Mstep: Class 19 contains 3087 members 
Mstep: Class 20 contains 95305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194470064.000000 Penalty: 70002.609375
Iteration 39Q: 31 clusters Score -1.944701e+08 nChanged 87355
Entering Unmasked Mstep 
Mstep: Class 0 contains 212 members 
Mstep: Class 1 contains 123879 members 
Mstep: Class 2 contains 197103 members 
Mstep: Class 3 contains 124469 members 
Mstep: Class 4 contains 30519 members 
Mstep: Class 5 contains 127599 members 
Mstep: Class 6 contains 94265 members 
Mstep: Class 7 contains 207089 members 
Mstep: Class 8 contains 30049 members 
Mstep: Class 9 contains 31120 members 
Mstep: Class 10 contains 9237 members 
Mstep: Class 11 contains 783 members 
Mstep: Class 12 contains 954 members 
Mstep: Class 13 contains 6170 members 
Mstep: Class 14 contains 1718 members 
Mstep: Class 15 contains 11884 members 
Mstep: Class 16 contains 88215 members 
Mstep: Class 17 contains 137633 members 
Mstep: Class 18 contains 104853 members 
Mstep: Class 19 contains 3442 members 
Mstep: Class 20 contains 99805 members 
Mstep: Class 21 contains 9489 members 
Mstep: Class 22 contains 86161 members 
Mstep: Class 23 contains 13025 members 
Mstep: Class 24 contains 3498 members 
Mstep: Class 25 contains 1446 members 
Mstep: Class 26 contains 565 members 
Mstep: Class 27 contains 2186 members 
Mstep: Class 28 contains 70781 members 
Mstep: Class 29 contains 4004 members 
Mstep: Class 30 contains 100729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194510368.000000 Penalty: 70002.609375
Iteration 40F: 31 clusters Score -1.945104e+08 nChanged 81935
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 124056 members 
Mstep: Class 2 contains 196963 members 
Mstep: Class 3 contains 117745 members 
Mstep: Class 4 contains 30350 members 
Mstep: Class 5 contains 126397 members 
Mstep: Class 6 contains 93405 members 
Mstep: Class 7 contains 198091 members 
Mstep: Class 8 contains 30016 members 
Mstep: Class 9 contains 31437 members 
Mstep: Class 10 contains 8911 members 
Mstep: Class 11 contains 821 members 
Mstep: Class 12 contains 894 members 
Mstep: Class 13 contains 6299 members 
Mstep: Class 14 contains 1791 members 
Mstep: Class 15 contains 11271 members 
Mstep: Class 16 contains 86876 members 
Mstep: Class 17 contains 130884 members 
Mstep: Class 18 contains 119227 members 
Mstep: Class 19 contains 3452 members 
Mstep: Class 20 contains 98125 members 
Mstep: Class 21 contains 11440 members 
Mstep: Class 22 contains 98971 members 
Mstep: Class 23 contains 14359 members 
Mstep: Class 24 contains 3597 members 
Mstep: Class 25 contains 1640 members 
Mstep: Class 26 contains 597 members 
Mstep: Class 27 contains 2366 members 
Mstep: Class 28 contains 73800 members 
Mstep: Class 29 contains 4160 members 
Mstep: Class 30 contains 94783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194530528.000000 Penalty: 70002.609375
Iteration 41Q: 31 clusters Score -1.945305e+08 nChanged 68981
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 127301 members 
Mstep: Class 2 contains 197026 members 
Mstep: Class 3 contains 113379 members 
Mstep: Class 4 contains 30345 members 
Mstep: Class 5 contains 126860 members 
Mstep: Class 6 contains 92467 members 
Mstep: Class 7 contains 191525 members 
Mstep: Class 8 contains 30008 members 
Mstep: Class 9 contains 31775 members 
Mstep: Class 10 contains 8633 members 
Mstep: Class 11 contains 824 members 
Mstep: Class 12 contains 891 members 
Mstep: Class 13 contains 6372 members 
Mstep: Class 14 contains 1836 members 
Mstep: Class 15 contains 10877 members 
Mstep: Class 16 contains 85661 members 
Mstep: Class 17 contains 123798 members 
Mstep: Class 18 contains 130444 members 
Mstep: Class 19 contains 3429 members 
Mstep: Class 20 contains 95510 members 
Mstep: Class 21 contains 13229 members 
Mstep: Class 22 contains 110218 members 
Mstep: Class 23 contains 15133 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 1669 members 
Mstep: Class 26 contains 625 members 
Mstep: Class 27 contains 2374 members 
Mstep: Class 28 contains 75394 members 
Mstep: Class 29 contains 4258 members 
Mstep: Class 30 contains 87219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194538240.000000 Penalty: 70002.609375
Iteration 42Q: 31 clusters Score -1.945382e+08 nChanged 63288
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 131654 members 
Mstep: Class 2 contains 197172 members 
Mstep: Class 3 contains 110311 members 
Mstep: Class 4 contains 30409 members 
Mstep: Class 5 contains 128479 members 
Mstep: Class 6 contains 91667 members 
Mstep: Class 7 contains 185964 members 
Mstep: Class 8 contains 29993 members 
Mstep: Class 9 contains 32015 members 
Mstep: Class 10 contains 8430 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 908 members 
Mstep: Class 13 contains 6399 members 
Mstep: Class 14 contains 1844 members 
Mstep: Class 15 contains 10577 members 
Mstep: Class 16 contains 84484 members 
Mstep: Class 17 contains 117040 members 
Mstep: Class 18 contains 137066 members 
Mstep: Class 19 contains 3422 members 
Mstep: Class 20 contains 92543 members 
Mstep: Class 21 contains 15174 members 
Mstep: Class 22 contains 120739 members 
Mstep: Class 23 contains 15762 members 
Mstep: Class 24 contains 3700 members 
Mstep: Class 25 contains 1676 members 
Mstep: Class 26 contains 633 members 
Mstep: Class 27 contains 2381 members 
Mstep: Class 28 contains 75846 members 
Mstep: Class 29 contains 4318 members 
Mstep: Class 30 contains 81306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194541728.000000 Penalty: 70002.609375
Iteration 43Q: 31 clusters Score -1.945417e+08 nChanged 56288
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 135908 members 
Mstep: Class 2 contains 197393 members 
Mstep: Class 3 contains 108173 members 
Mstep: Class 4 contains 30473 members 
Mstep: Class 5 contains 131090 members 
Mstep: Class 6 contains 91021 members 
Mstep: Class 7 contains 180692 members 
Mstep: Class 8 contains 29930 members 
Mstep: Class 9 contains 32209 members 
Mstep: Class 10 contains 8347 members 
Mstep: Class 11 contains 823 members 
Mstep: Class 12 contains 926 members 
Mstep: Class 13 contains 6417 members 
Mstep: Class 14 contains 1850 members 
Mstep: Class 15 contains 10284 members 
Mstep: Class 16 contains 83474 members 
Mstep: Class 17 contains 111325 members 
Mstep: Class 18 contains 139924 members 
Mstep: Class 19 contains 3408 members 
Mstep: Class 20 contains 90283 members 
Mstep: Class 21 contains 17094 members 
Mstep: Class 22 contains 128694 members 
Mstep: Class 23 contains 16455 members 
Mstep: Class 24 contains 3761 members 
Mstep: Class 25 contains 1680 members 
Mstep: Class 26 contains 635 members 
Mstep: Class 27 contains 2380 members 
Mstep: Class 28 contains 75665 members 
Mstep: Class 29 contains 4351 members 
Mstep: Class 30 contains 78067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194541424.000000 Penalty: 70002.609375
Iteration 44Q: 31 clusters Score -1.945414e+08 nChanged 47500
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 139359 members 
Mstep: Class 2 contains 197642 members 
Mstep: Class 3 contains 106914 members 
Mstep: Class 4 contains 30550 members 
Mstep: Class 5 contains 133868 members 
Mstep: Class 6 contains 90541 members 
Mstep: Class 7 contains 174944 members 
Mstep: Class 8 contains 29839 members 
Mstep: Class 9 contains 32453 members 
Mstep: Class 10 contains 8312 members 
Mstep: Class 11 contains 830 members 
Mstep: Class 12 contains 931 members 
Mstep: Class 13 contains 6424 members 
Mstep: Class 14 contains 1860 members 
Mstep: Class 15 contains 10005 members 
Mstep: Class 16 contains 82615 members 
Mstep: Class 17 contains 107384 members 
Mstep: Class 18 contains 140621 members 
Mstep: Class 19 contains 3416 members 
Mstep: Class 20 contains 89502 members 
Mstep: Class 21 contains 18815 members 
Mstep: Class 22 contains 133636 members 
Mstep: Class 23 contains 17269 members 
Mstep: Class 24 contains 3807 members 
Mstep: Class 25 contains 1680 members 
Mstep: Class 26 contains 646 members 
Mstep: Class 27 contains 2382 members 
Mstep: Class 28 contains 75434 members 
Mstep: Class 29 contains 4374 members 
Mstep: Class 30 contains 76679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194543712.000000 Penalty: 70002.609375
Iteration 45Q: 31 clusters Score -1.945437e+08 nChanged 37288
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 141693 members 
Mstep: Class 2 contains 197835 members 
Mstep: Class 3 contains 106086 members 
Mstep: Class 4 contains 30644 members 
Mstep: Class 5 contains 135354 members 
Mstep: Class 6 contains 89849 members 
Mstep: Class 7 contains 169830 members 
Mstep: Class 8 contains 29717 members 
Mstep: Class 9 contains 32674 members 
Mstep: Class 10 contains 8380 members 
Mstep: Class 11 contains 834 members 
Mstep: Class 12 contains 934 members 
Mstep: Class 13 contains 6393 members 
Mstep: Class 14 contains 1863 members 
Mstep: Class 15 contains 9778 members 
Mstep: Class 16 contains 82075 members 
Mstep: Class 17 contains 104652 members 
Mstep: Class 18 contains 140582 members 
Mstep: Class 19 contains 3417 members 
Mstep: Class 20 contains 90267 members 
Mstep: Class 21 contains 20190 members 
Mstep: Class 22 contains 136649 members 
Mstep: Class 23 contains 18026 members 
Mstep: Class 24 contains 3856 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 651 members 
Mstep: Class 27 contains 2387 members 
Mstep: Class 28 contains 75148 members 
Mstep: Class 29 contains 4393 members 
Mstep: Class 30 contains 76893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194546528.000000 Penalty: 70002.609375
Iteration 46Q: 31 clusters Score -1.945465e+08 nChanged 30956
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 143191 members 
Mstep: Class 2 contains 197973 members 
Mstep: Class 3 contains 105543 members 
Mstep: Class 4 contains 30797 members 
Mstep: Class 5 contains 135339 members 
Mstep: Class 6 contains 89062 members 
Mstep: Class 7 contains 165138 members 
Mstep: Class 8 contains 29564 members 
Mstep: Class 9 contains 32877 members 
Mstep: Class 10 contains 8506 members 
Mstep: Class 11 contains 835 members 
Mstep: Class 12 contains 929 members 
Mstep: Class 13 contains 6386 members 
Mstep: Class 14 contains 1861 members 
Mstep: Class 15 contains 9626 members 
Mstep: Class 16 contains 81804 members 
Mstep: Class 17 contains 103075 members 
Mstep: Class 18 contains 140106 members 
Mstep: Class 19 contains 3424 members 
Mstep: Class 20 contains 92044 members 
Mstep: Class 21 contains 21208 members 
Mstep: Class 22 contains 138728 members 
Mstep: Class 23 contains 18729 members 
Mstep: Class 24 contains 3898 members 
Mstep: Class 25 contains 1684 members 
Mstep: Class 26 contains 668 members 
Mstep: Class 27 contains 2388 members 
Mstep: Class 28 contains 74744 members 
Mstep: Class 29 contains 4405 members 
Mstep: Class 30 contains 78199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194548144.000000 Penalty: 70002.609375
Iteration 47Q: 31 clusters Score -1.945481e+08 nChanged 27782
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 143652 members 
Mstep: Class 2 contains 198142 members 
Mstep: Class 3 contains 104949 members 
Mstep: Class 4 contains 31077 members 
Mstep: Class 5 contains 134679 members 
Mstep: Class 6 contains 88118 members 
Mstep: Class 7 contains 161198 members 
Mstep: Class 8 contains 29471 members 
Mstep: Class 9 contains 33064 members 
Mstep: Class 10 contains 8655 members 
Mstep: Class 11 contains 835 members 
Mstep: Class 12 contains 922 members 
Mstep: Class 13 contains 6396 members 
Mstep: Class 14 contains 1860 members 
Mstep: Class 15 contains 9482 members 
Mstep: Class 16 contains 81649 members 
Mstep: Class 17 contains 102126 members 
Mstep: Class 18 contains 139387 members 
Mstep: Class 19 contains 3421 members 
Mstep: Class 20 contains 94111 members 
Mstep: Class 21 contains 22046 members 
Mstep: Class 22 contains 140276 members 
Mstep: Class 23 contains 19331 members 
Mstep: Class 24 contains 3925 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 688 members 
Mstep: Class 27 contains 2391 members 
Mstep: Class 28 contains 74252 members 
Mstep: Class 29 contains 4412 members 
Mstep: Class 30 contains 80535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194550640.000000 Penalty: 70002.609375
Iteration 48Q: 31 clusters Score -1.945506e+08 nChanged 25078
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 143326 members 
Mstep: Class 2 contains 198325 members 
Mstep: Class 3 contains 104504 members 
Mstep: Class 4 contains 31408 members 
Mstep: Class 5 contains 133627 members 
Mstep: Class 6 contains 87037 members 
Mstep: Class 7 contains 157951 members 
Mstep: Class 8 contains 29384 members 
Mstep: Class 9 contains 33324 members 
Mstep: Class 10 contains 8759 members 
Mstep: Class 11 contains 835 members 
Mstep: Class 12 contains 921 members 
Mstep: Class 13 contains 6390 members 
Mstep: Class 14 contains 1857 members 
Mstep: Class 15 contains 9335 members 
Mstep: Class 16 contains 81612 members 
Mstep: Class 17 contains 101584 members 
Mstep: Class 18 contains 138519 members 
Mstep: Class 19 contains 3424 members 
Mstep: Class 20 contains 96297 members 
Mstep: Class 21 contains 22690 members 
Mstep: Class 22 contains 141285 members 
Mstep: Class 23 contains 19903 members 
Mstep: Class 24 contains 3947 members 
Mstep: Class 25 contains 1679 members 
Mstep: Class 26 contains 704 members 
Mstep: Class 27 contains 2389 members 
Mstep: Class 28 contains 73717 members 
Mstep: Class 29 contains 4416 members 
Mstep: Class 30 contains 83582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194553728.000000 Penalty: 70002.609375
Iteration 49Q: 31 clusters Score -1.945537e+08 nChanged 23557
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 142333 members 
Mstep: Class 2 contains 198462 members 
Mstep: Class 3 contains 104211 members 
Mstep: Class 4 contains 31868 members 
Mstep: Class 5 contains 132441 members 
Mstep: Class 6 contains 85897 members 
Mstep: Class 7 contains 155170 members 
Mstep: Class 8 contains 29315 members 
Mstep: Class 9 contains 33552 members 
Mstep: Class 10 contains 8845 members 
Mstep: Class 11 contains 835 members 
Mstep: Class 12 contains 924 members 
Mstep: Class 13 contains 6415 members 
Mstep: Class 14 contains 1852 members 
Mstep: Class 15 contains 9187 members 
Mstep: Class 16 contains 81665 members 
Mstep: Class 17 contains 101308 members 
Mstep: Class 18 contains 137806 members 
Mstep: Class 19 contains 3448 members 
Mstep: Class 20 contains 98284 members 
Mstep: Class 21 contains 23208 members 
Mstep: Class 22 contains 141777 members 
Mstep: Class 23 contains 20440 members 
Mstep: Class 24 contains 3959 members 
Mstep: Class 25 contains 1680 members 
Mstep: Class 26 contains 712 members 
Mstep: Class 27 contains 2386 members 
Mstep: Class 28 contains 73237 members 
Mstep: Class 29 contains 4425 members 
Mstep: Class 30 contains 87089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194556624.000000 Penalty: 70002.609375
Iteration 50Q: 31 clusters Score -1.945566e+08 nChanged 22956
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 140898 members 
Mstep: Class 2 contains 198625 members 
Mstep: Class 3 contains 103992 members 
Mstep: Class 4 contains 32470 members 
Mstep: Class 5 contains 131124 members 
Mstep: Class 6 contains 84623 members 
Mstep: Class 7 contains 152685 members 
Mstep: Class 8 contains 29259 members 
Mstep: Class 9 contains 33784 members 
Mstep: Class 10 contains 8904 members 
Mstep: Class 11 contains 839 members 
Mstep: Class 12 contains 918 members 
Mstep: Class 13 contains 6443 members 
Mstep: Class 14 contains 1849 members 
Mstep: Class 15 contains 9077 members 
Mstep: Class 16 contains 81787 members 
Mstep: Class 17 contains 101262 members 
Mstep: Class 18 contains 137159 members 
Mstep: Class 19 contains 3466 members 
Mstep: Class 20 contains 100030 members 
Mstep: Class 21 contains 23656 members 
Mstep: Class 22 contains 141803 members 
Mstep: Class 23 contains 20970 members 
Mstep: Class 24 contains 3963 members 
Mstep: Class 25 contains 1678 members 
Mstep: Class 26 contains 728 members 
Mstep: Class 27 contains 2386 members 
Mstep: Class 28 contains 72762 members 
Mstep: Class 29 contains 4428 members 
Mstep: Class 30 contains 91163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194559280.000000 Penalty: 70002.609375
Iteration 51Q: 31 clusters Score -1.945593e+08 nChanged 22533
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 139145 members 
Mstep: Class 2 contains 198817 members 
Mstep: Class 3 contains 103871 members 
Mstep: Class 4 contains 33159 members 
Mstep: Class 5 contains 129711 members 
Mstep: Class 6 contains 83227 members 
Mstep: Class 7 contains 150636 members 
Mstep: Class 8 contains 29243 members 
Mstep: Class 9 contains 33990 members 
Mstep: Class 10 contains 8922 members 
Mstep: Class 11 contains 844 members 
Mstep: Class 12 contains 917 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 1849 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 81983 members 
Mstep: Class 17 contains 101483 members 
Mstep: Class 18 contains 136477 members 
Mstep: Class 19 contains 3477 members 
Mstep: Class 20 contains 101358 members 
Mstep: Class 21 contains 24050 members 
Mstep: Class 22 contains 141461 members 
Mstep: Class 23 contains 21399 members 
Mstep: Class 24 contains 3970 members 
Mstep: Class 25 contains 1675 members 
Mstep: Class 26 contains 731 members 
Mstep: Class 27 contains 2387 members 
Mstep: Class 28 contains 72306 members 
Mstep: Class 29 contains 4426 members 
Mstep: Class 30 contains 95769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194562704.000000 Penalty: 70002.609375
Iteration 52Q: 31 clusters Score -1.945627e+08 nChanged 22994
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 137037 members 
Mstep: Class 2 contains 199035 members 
Mstep: Class 3 contains 103805 members 
Mstep: Class 4 contains 33882 members 
Mstep: Class 5 contains 128374 members 
Mstep: Class 6 contains 81823 members 
Mstep: Class 7 contains 149014 members 
Mstep: Class 8 contains 29248 members 
Mstep: Class 9 contains 34205 members 
Mstep: Class 10 contains 8915 members 
Mstep: Class 11 contains 845 members 
Mstep: Class 12 contains 926 members 
Mstep: Class 13 contains 6557 members 
Mstep: Class 14 contains 1848 members 
Mstep: Class 15 contains 8839 members 
Mstep: Class 16 contains 82179 members 
Mstep: Class 17 contains 101736 members 
Mstep: Class 18 contains 135949 members 
Mstep: Class 19 contains 3484 members 
Mstep: Class 20 contains 102137 members 
Mstep: Class 21 contains 24389 members 
Mstep: Class 22 contains 140821 members 
Mstep: Class 23 contains 21738 members 
Mstep: Class 24 contains 3974 members 
Mstep: Class 25 contains 1674 members 
Mstep: Class 26 contains 732 members 
Mstep: Class 27 contains 2387 members 
Mstep: Class 28 contains 71950 members 
Mstep: Class 29 contains 4427 members 
Mstep: Class 30 contains 100799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194566880.000000 Penalty: 70002.609375
Iteration 53Q: 31 clusters Score -1.945669e+08 nChanged 22924
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 134887 members 
Mstep: Class 2 contains 199254 members 
Mstep: Class 3 contains 103703 members 
Mstep: Class 4 contains 34633 members 
Mstep: Class 5 contains 127008 members 
Mstep: Class 6 contains 80394 members 
Mstep: Class 7 contains 147718 members 
Mstep: Class 8 contains 29273 members 
Mstep: Class 9 contains 34408 members 
Mstep: Class 10 contains 8905 members 
Mstep: Class 11 contains 848 members 
Mstep: Class 12 contains 931 members 
Mstep: Class 13 contains 6618 members 
Mstep: Class 14 contains 1849 members 
Mstep: Class 15 contains 8750 members 
Mstep: Class 16 contains 82400 members 
Mstep: Class 17 contains 102147 members 
Mstep: Class 18 contains 135854 members 
Mstep: Class 19 contains 3497 members 
Mstep: Class 20 contains 102054 members 
Mstep: Class 21 contains 24674 members 
Mstep: Class 22 contains 140098 members 
Mstep: Class 23 contains 22020 members 
Mstep: Class 24 contains 3983 members 
Mstep: Class 25 contains 1675 members 
Mstep: Class 26 contains 733 members 
Mstep: Class 27 contains 2386 members 
Mstep: Class 28 contains 71743 members 
Mstep: Class 29 contains 4440 members 
Mstep: Class 30 contains 105846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194570624.000000 Penalty: 70002.609375
Iteration 54Q: 31 clusters Score -1.945706e+08 nChanged 21910
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 132751 members 
Mstep: Class 2 contains 199485 members 
Mstep: Class 3 contains 103530 members 
Mstep: Class 4 contains 35385 members 
Mstep: Class 5 contains 125710 members 
Mstep: Class 6 contains 78934 members 
Mstep: Class 7 contains 146767 members 
Mstep: Class 8 contains 29303 members 
Mstep: Class 9 contains 34601 members 
Mstep: Class 10 contains 8881 members 
Mstep: Class 11 contains 851 members 
Mstep: Class 12 contains 931 members 
Mstep: Class 13 contains 6661 members 
Mstep: Class 14 contains 1850 members 
Mstep: Class 15 contains 8665 members 
Mstep: Class 16 contains 82688 members 
Mstep: Class 17 contains 102592 members 
Mstep: Class 18 contains 135871 members 
Mstep: Class 19 contains 3506 members 
Mstep: Class 20 contains 101587 members 
Mstep: Class 21 contains 24906 members 
Mstep: Class 22 contains 139511 members 
Mstep: Class 23 contains 22269 members 
Mstep: Class 24 contains 3998 members 
Mstep: Class 25 contains 1676 members 
Mstep: Class 26 contains 739 members 
Mstep: Class 27 contains 2387 members 
Mstep: Class 28 contains 71636 members 
Mstep: Class 29 contains 4443 members 
Mstep: Class 30 contains 110614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194572848.000000 Penalty: 70002.609375
Iteration 55Q: 31 clusters Score -1.945728e+08 nChanged 20310
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 130857 members 
Mstep: Class 2 contains 199715 members 
Mstep: Class 3 contains 103311 members 
Mstep: Class 4 contains 36038 members 
Mstep: Class 5 contains 124677 members 
Mstep: Class 6 contains 77514 members 
Mstep: Class 7 contains 145967 members 
Mstep: Class 8 contains 29362 members 
Mstep: Class 9 contains 34757 members 
Mstep: Class 10 contains 8856 members 
Mstep: Class 11 contains 855 members 
Mstep: Class 12 contains 930 members 
Mstep: Class 13 contains 6734 members 
Mstep: Class 14 contains 1849 members 
Mstep: Class 15 contains 8559 members 
Mstep: Class 16 contains 82984 members 
Mstep: Class 17 contains 103165 members 
Mstep: Class 18 contains 135802 members 
Mstep: Class 19 contains 3513 members 
Mstep: Class 20 contains 100974 members 
Mstep: Class 21 contains 25118 members 
Mstep: Class 22 contains 138890 members 
Mstep: Class 23 contains 22533 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 748 members 
Mstep: Class 27 contains 2386 members 
Mstep: Class 28 contains 71665 members 
Mstep: Class 29 contains 4450 members 
Mstep: Class 30 contains 114823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194575808.000000 Penalty: 70002.609375
Iteration 56Q: 31 clusters Score -1.945758e+08 nChanged 18988
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 129180 members 
Mstep: Class 2 contains 199921 members 
Mstep: Class 3 contains 103152 members 
Mstep: Class 4 contains 36686 members 
Mstep: Class 5 contains 123681 members 
Mstep: Class 6 contains 76181 members 
Mstep: Class 7 contains 145148 members 
Mstep: Class 8 contains 29445 members 
Mstep: Class 9 contains 34874 members 
Mstep: Class 10 contains 8843 members 
Mstep: Class 11 contains 855 members 
Mstep: Class 12 contains 930 members 
Mstep: Class 13 contains 6775 members 
Mstep: Class 14 contains 1846 members 
Mstep: Class 15 contains 8459 members 
Mstep: Class 16 contains 83304 members 
Mstep: Class 17 contains 103925 members 
Mstep: Class 18 contains 135437 members 
Mstep: Class 19 contains 3527 members 
Mstep: Class 20 contains 100683 members 
Mstep: Class 21 contains 25306 members 
Mstep: Class 22 contains 138596 members 
Mstep: Class 23 contains 22750 members 
Mstep: Class 24 contains 4031 members 
Mstep: Class 25 contains 1684 members 
Mstep: Class 26 contains 758 members 
Mstep: Class 27 contains 2387 members 
Mstep: Class 28 contains 71793 members 
Mstep: Class 29 contains 4451 members 
Mstep: Class 30 contains 118120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194577760.000000 Penalty: 70002.609375
Iteration 57Q: 31 clusters Score -1.945778e+08 nChanged 17622
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 127721 members 
Mstep: Class 2 contains 200090 members 
Mstep: Class 3 contains 102947 members 
Mstep: Class 4 contains 37241 members 
Mstep: Class 5 contains 122720 members 
Mstep: Class 6 contains 75015 members 
Mstep: Class 7 contains 144289 members 
Mstep: Class 8 contains 29521 members 
Mstep: Class 9 contains 34973 members 
Mstep: Class 10 contains 8829 members 
Mstep: Class 11 contains 856 members 
Mstep: Class 12 contains 933 members 
Mstep: Class 13 contains 6810 members 
Mstep: Class 14 contains 1844 members 
Mstep: Class 15 contains 8408 members 
Mstep: Class 16 contains 83560 members 
Mstep: Class 17 contains 104914 members 
Mstep: Class 18 contains 134878 members 
Mstep: Class 19 contains 3546 members 
Mstep: Class 20 contains 100545 members 
Mstep: Class 21 contains 25472 members 
Mstep: Class 22 contains 138232 members 
Mstep: Class 23 contains 22947 members 
Mstep: Class 24 contains 4052 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 761 members 
Mstep: Class 27 contains 2390 members 
Mstep: Class 28 contains 72069 members 
Mstep: Class 29 contains 4454 members 
Mstep: Class 30 contains 121029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194578896.000000 Penalty: 70002.609375
Iteration 58Q: 31 clusters Score -1.945789e+08 nChanged 16741
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 126497 members 
Mstep: Class 2 contains 200283 members 
Mstep: Class 3 contains 102708 members 
Mstep: Class 4 contains 37777 members 
Mstep: Class 5 contains 121832 members 
Mstep: Class 6 contains 73935 members 
Mstep: Class 7 contains 143467 members 
Mstep: Class 8 contains 29596 members 
Mstep: Class 9 contains 35048 members 
Mstep: Class 10 contains 8811 members 
Mstep: Class 11 contains 859 members 
Mstep: Class 12 contains 937 members 
Mstep: Class 13 contains 6820 members 
Mstep: Class 14 contains 1842 members 
Mstep: Class 15 contains 8389 members 
Mstep: Class 16 contains 83801 members 
Mstep: Class 17 contains 106167 members 
Mstep: Class 18 contains 134389 members 
Mstep: Class 19 contains 3557 members 
Mstep: Class 20 contains 100494 members 
Mstep: Class 21 contains 25642 members 
Mstep: Class 22 contains 137758 members 
Mstep: Class 23 contains 23088 members 
Mstep: Class 24 contains 4072 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 768 members 
Mstep: Class 27 contains 2390 members 
Mstep: Class 28 contains 72464 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 123193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194580544.000000 Penalty: 70002.609375
Iteration 59Q: 31 clusters Score -1.945805e+08 nChanged 16080
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 125316 members 
Mstep: Class 2 contains 200483 members 
Mstep: Class 3 contains 102469 members 
Mstep: Class 4 contains 38290 members 
Mstep: Class 5 contains 121107 members 
Mstep: Class 6 contains 72906 members 
Mstep: Class 7 contains 142628 members 
Mstep: Class 8 contains 29661 members 
Mstep: Class 9 contains 35113 members 
Mstep: Class 10 contains 8780 members 
Mstep: Class 11 contains 861 members 
Mstep: Class 12 contains 940 members 
Mstep: Class 13 contains 6826 members 
Mstep: Class 14 contains 1840 members 
Mstep: Class 15 contains 8369 members 
Mstep: Class 16 contains 84073 members 
Mstep: Class 17 contains 107783 members 
Mstep: Class 18 contains 133796 members 
Mstep: Class 19 contains 3578 members 
Mstep: Class 20 contains 100587 members 
Mstep: Class 21 contains 25792 members 
Mstep: Class 22 contains 137217 members 
Mstep: Class 23 contains 23198 members 
Mstep: Class 24 contains 4091 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 766 members 
Mstep: Class 27 contains 2391 members 
Mstep: Class 28 contains 72981 members 
Mstep: Class 29 contains 4459 members 
Mstep: Class 30 contains 124743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194584848.000000 Penalty: 70002.609375
Iteration 60F: 31 clusters Score -1.945848e+08 nChanged 19180
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 124111 members 
Mstep: Class 2 contains 200645 members 
Mstep: Class 3 contains 102179 members 
Mstep: Class 4 contains 38895 members 
Mstep: Class 5 contains 120402 members 
Mstep: Class 6 contains 71748 members 
Mstep: Class 7 contains 141259 members 
Mstep: Class 8 contains 29687 members 
Mstep: Class 9 contains 35111 members 
Mstep: Class 10 contains 8823 members 
Mstep: Class 11 contains 876 members 
Mstep: Class 12 contains 935 members 
Mstep: Class 13 contains 6925 members 
Mstep: Class 14 contains 1841 members 
Mstep: Class 15 contains 8368 members 
Mstep: Class 16 contains 83123 members 
Mstep: Class 17 contains 109224 members 
Mstep: Class 18 contains 133753 members 
Mstep: Class 19 contains 3581 members 
Mstep: Class 20 contains 100423 members 
Mstep: Class 21 contains 27176 members 
Mstep: Class 22 contains 137242 members 
Mstep: Class 23 contains 23422 members 
Mstep: Class 24 contains 4113 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 774 members 
Mstep: Class 27 contains 2394 members 
Mstep: Class 28 contains 73684 members 
Mstep: Class 29 contains 4459 members 
Mstep: Class 30 contains 125886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194589104.000000 Penalty: 70002.609375
Iteration 61Q: 31 clusters Score -1.945891e+08 nChanged 18955
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 123046 members 
Mstep: Class 2 contains 200890 members 
Mstep: Class 3 contains 101808 members 
Mstep: Class 4 contains 39361 members 
Mstep: Class 5 contains 119695 members 
Mstep: Class 6 contains 70691 members 
Mstep: Class 7 contains 140125 members 
Mstep: Class 8 contains 29746 members 
Mstep: Class 9 contains 35101 members 
Mstep: Class 10 contains 8902 members 
Mstep: Class 11 contains 875 members 
Mstep: Class 12 contains 931 members 
Mstep: Class 13 contains 6967 members 
Mstep: Class 14 contains 1840 members 
Mstep: Class 15 contains 8367 members 
Mstep: Class 16 contains 82247 members 
Mstep: Class 17 contains 110787 members 
Mstep: Class 18 contains 133510 members 
Mstep: Class 19 contains 3582 members 
Mstep: Class 20 contains 100464 members 
Mstep: Class 21 contains 28420 members 
Mstep: Class 22 contains 137029 members 
Mstep: Class 23 contains 23587 members 
Mstep: Class 24 contains 4131 members 
Mstep: Class 25 contains 1680 members 
Mstep: Class 26 contains 785 members 
Mstep: Class 27 contains 2396 members 
Mstep: Class 28 contains 74547 members 
Mstep: Class 29 contains 4443 members 
Mstep: Class 30 contains 126788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194592848.000000 Penalty: 70002.609375
Iteration 62Q: 31 clusters Score -1.945928e+08 nChanged 18365
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 122107 members 
Mstep: Class 2 contains 201122 members 
Mstep: Class 3 contains 101454 members 
Mstep: Class 4 contains 39787 members 
Mstep: Class 5 contains 118873 members 
Mstep: Class 6 contains 69724 members 
Mstep: Class 7 contains 139147 members 
Mstep: Class 8 contains 29813 members 
Mstep: Class 9 contains 35086 members 
Mstep: Class 10 contains 8960 members 
Mstep: Class 11 contains 875 members 
Mstep: Class 12 contains 930 members 
Mstep: Class 13 contains 6985 members 
Mstep: Class 14 contains 1839 members 
Mstep: Class 15 contains 8357 members 
Mstep: Class 16 contains 81583 members 
Mstep: Class 17 contains 112459 members 
Mstep: Class 18 contains 133117 members 
Mstep: Class 19 contains 3599 members 
Mstep: Class 20 contains 100377 members 
Mstep: Class 21 contains 29427 members 
Mstep: Class 22 contains 136749 members 
Mstep: Class 23 contains 23730 members 
Mstep: Class 24 contains 4146 members 
Mstep: Class 25 contains 1678 members 
Mstep: Class 26 contains 789 members 
Mstep: Class 27 contains 2400 members 
Mstep: Class 28 contains 75587 members 
Mstep: Class 29 contains 4443 members 
Mstep: Class 30 contains 127599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194595008.000000 Penalty: 70002.609375
Iteration 63Q: 31 clusters Score -1.94595e+08 nChanged 17503
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 121192 members 
Mstep: Class 2 contains 201297 members 
Mstep: Class 3 contains 101165 members 
Mstep: Class 4 contains 40205 members 
Mstep: Class 5 contains 118125 members 
Mstep: Class 6 contains 68803 members 
Mstep: Class 7 contains 138317 members 
Mstep: Class 8 contains 29862 members 
Mstep: Class 9 contains 35093 members 
Mstep: Class 10 contains 9027 members 
Mstep: Class 11 contains 875 members 
Mstep: Class 12 contains 928 members 
Mstep: Class 13 contains 7009 members 
Mstep: Class 14 contains 1841 members 
Mstep: Class 15 contains 8376 members 
Mstep: Class 16 contains 81051 members 
Mstep: Class 17 contains 114057 members 
Mstep: Class 18 contains 132788 members 
Mstep: Class 19 contains 3605 members 
Mstep: Class 20 contains 100242 members 
Mstep: Class 21 contains 30263 members 
Mstep: Class 22 contains 136596 members 
Mstep: Class 23 contains 23837 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 1679 members 
Mstep: Class 26 contains 795 members 
Mstep: Class 27 contains 2401 members 
Mstep: Class 28 contains 76735 members 
Mstep: Class 29 contains 4436 members 
Mstep: Class 30 contains 127975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194597392.000000 Penalty: 70002.609375
Iteration 64Q: 31 clusters Score -1.945974e+08 nChanged 16530
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 120304 members 
Mstep: Class 2 contains 201441 members 
Mstep: Class 3 contains 100967 members 
Mstep: Class 4 contains 40601 members 
Mstep: Class 5 contains 117435 members 
Mstep: Class 6 contains 67932 members 
Mstep: Class 7 contains 137510 members 
Mstep: Class 8 contains 29909 members 
Mstep: Class 9 contains 35117 members 
Mstep: Class 10 contains 9089 members 
Mstep: Class 11 contains 875 members 
Mstep: Class 12 contains 925 members 
Mstep: Class 13 contains 7028 members 
Mstep: Class 14 contains 1844 members 
Mstep: Class 15 contains 8407 members 
Mstep: Class 16 contains 80631 members 
Mstep: Class 17 contains 115572 members 
Mstep: Class 18 contains 132556 members 
Mstep: Class 19 contains 3617 members 
Mstep: Class 20 contains 100088 members 
Mstep: Class 21 contains 30906 members 
Mstep: Class 22 contains 136466 members 
Mstep: Class 23 contains 23922 members 
Mstep: Class 24 contains 4184 members 
Mstep: Class 25 contains 1679 members 
Mstep: Class 26 contains 796 members 
Mstep: Class 27 contains 2403 members 
Mstep: Class 28 contains 78057 members 
Mstep: Class 29 contains 4433 members 
Mstep: Class 30 contains 128048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194598864.000000 Penalty: 70002.609375
Iteration 65Q: 31 clusters Score -1.945989e+08 nChanged 15564
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 119443 members 
Mstep: Class 2 contains 201548 members 
Mstep: Class 3 contains 100795 members 
Mstep: Class 4 contains 40974 members 
Mstep: Class 5 contains 116859 members 
Mstep: Class 6 contains 67043 members 
Mstep: Class 7 contains 136895 members 
Mstep: Class 8 contains 29948 members 
Mstep: Class 9 contains 35174 members 
Mstep: Class 10 contains 9148 members 
Mstep: Class 11 contains 875 members 
Mstep: Class 12 contains 924 members 
Mstep: Class 13 contains 7036 members 
Mstep: Class 14 contains 1840 members 
Mstep: Class 15 contains 8436 members 
Mstep: Class 16 contains 80397 members 
Mstep: Class 17 contains 116945 members 
Mstep: Class 18 contains 132322 members 
Mstep: Class 19 contains 3624 members 
Mstep: Class 20 contains 99872 members 
Mstep: Class 21 contains 31390 members 
Mstep: Class 22 contains 136279 members 
Mstep: Class 23 contains 23956 members 
Mstep: Class 24 contains 4203 members 
Mstep: Class 25 contains 1680 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 2404 members 
Mstep: Class 28 contains 79450 members 
Mstep: Class 29 contains 4436 members 
Mstep: Class 30 contains 128049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194599184.000000 Penalty: 70002.609375
Iteration 66Q: 31 clusters Score -1.945992e+08 nChanged 14836
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 118686 members 
Mstep: Class 2 contains 201628 members 
Mstep: Class 3 contains 100644 members 
Mstep: Class 4 contains 41303 members 
Mstep: Class 5 contains 116303 members 
Mstep: Class 6 contains 66186 members 
Mstep: Class 7 contains 136429 members 
Mstep: Class 8 contains 29973 members 
Mstep: Class 9 contains 35255 members 
Mstep: Class 10 contains 9198 members 
Mstep: Class 11 contains 875 members 
Mstep: Class 12 contains 924 members 
Mstep: Class 13 contains 7050 members 
Mstep: Class 14 contains 1839 members 
Mstep: Class 15 contains 8466 members 
Mstep: Class 16 contains 80228 members 
Mstep: Class 17 contains 118223 members 
Mstep: Class 18 contains 132104 members 
Mstep: Class 19 contains 3634 members 
Mstep: Class 20 contains 99627 members 
Mstep: Class 21 contains 31790 members 
Mstep: Class 22 contains 136039 members 
Mstep: Class 23 contains 23950 members 
Mstep: Class 24 contains 4236 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 2406 members 
Mstep: Class 28 contains 81008 members 
Mstep: Class 29 contains 4443 members 
Mstep: Class 30 contains 127817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194601552.000000 Penalty: 70002.609375
Iteration 67Q: 31 clusters Score -1.946016e+08 nChanged 14435
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 117917 members 
Mstep: Class 2 contains 201719 members 
Mstep: Class 3 contains 100475 members 
Mstep: Class 4 contains 41593 members 
Mstep: Class 5 contains 115832 members 
Mstep: Class 6 contains 65340 members 
Mstep: Class 7 contains 136089 members 
Mstep: Class 8 contains 30005 members 
Mstep: Class 9 contains 35325 members 
Mstep: Class 10 contains 9236 members 
Mstep: Class 11 contains 875 members 
Mstep: Class 12 contains 924 members 
Mstep: Class 13 contains 7066 members 
Mstep: Class 14 contains 1839 members 
Mstep: Class 15 contains 8529 members 
Mstep: Class 16 contains 80094 members 
Mstep: Class 17 contains 119404 members 
Mstep: Class 18 contains 131842 members 
Mstep: Class 19 contains 3642 members 
Mstep: Class 20 contains 99225 members 
Mstep: Class 21 contains 32137 members 
Mstep: Class 22 contains 135848 members 
Mstep: Class 23 contains 23926 members 
Mstep: Class 24 contains 4265 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 797 members 
Mstep: Class 27 contains 2406 members 
Mstep: Class 28 contains 82748 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 127519 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 68Q: 31 clusters Score -1.946011e+08 nChanged 14115
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 117308 members 
Mstep: Class 2 contains 201835 members 
Mstep: Class 3 contains 100351 members 
Mstep: Class 4 contains 41827 members 
Mstep: Class 5 contains 115294 members 
Mstep: Class 6 contains 64540 members 
Mstep: Class 7 contains 135765 members 
Mstep: Class 8 contains 30070 members 
Mstep: Class 9 contains 35362 members 
Mstep: Class 10 contains 9266 members 
Mstep: Class 11 contains 875 members 
Mstep: Class 12 contains 924 members 
Mstep: Class 13 contains 7088 members 
Mstep: Class 14 contains 1838 members 
Mstep: Class 15 contains 8612 members 
Mstep: Class 16 contains 79965 members 
Mstep: Class 17 contains 120438 members 
Mstep: Class 18 contains 131603 members 
Mstep: Class 19 contains 3645 members 
Mstep: Class 20 contains 98715 members 
Mstep: Class 21 contains 32455 members 
Mstep: Class 22 contains 135694 members 
Mstep: Class 23 contains 23876 members 
Mstep: Class 24 contains 4285 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 798 members 
Mstep: Class 27 contains 2406 members 
Mstep: Class 28 contains 84663 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 127119 members 
Entering Unmasked Estep 
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Iteration 69Q: 31 clusters Score -1.946019e+08 nChanged 14158
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 116725 members 
Mstep: Class 2 contains 201930 members 
Mstep: Class 3 contains 100222 members 
Mstep: Class 4 contains 41994 members 
Mstep: Class 5 contains 114883 members 
Mstep: Class 6 contains 63746 members 
Mstep: Class 7 contains 135420 members 
Mstep: Class 8 contains 30141 members 
Mstep: Class 9 contains 35426 members 
Mstep: Class 10 contains 9316 members 
Mstep: Class 11 contains 875 members 
Mstep: Class 12 contains 924 members 
Mstep: Class 13 contains 7096 members 
Mstep: Class 14 contains 1836 members 
Mstep: Class 15 contains 8766 members 
Mstep: Class 16 contains 79838 members 
Mstep: Class 17 contains 121228 members 
Mstep: Class 18 contains 131320 members 
Mstep: Class 19 contains 3656 members 
Mstep: Class 20 contains 98205 members 
Mstep: Class 21 contains 32723 members 
Mstep: Class 22 contains 135492 members 
Mstep: Class 23 contains 23844 members 
Mstep: Class 24 contains 4302 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 800 members 
Mstep: Class 27 contains 2405 members 
Mstep: Class 28 contains 86878 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 126626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194602736.000000 Penalty: 70002.609375
Iteration 70Q: 31 clusters Score -1.946027e+08 nChanged 14178
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 116191 members 
Mstep: Class 2 contains 202042 members 
Mstep: Class 3 contains 100131 members 
Mstep: Class 4 contains 42180 members 
Mstep: Class 5 contains 114341 members 
Mstep: Class 6 contains 62980 members 
Mstep: Class 7 contains 135104 members 
Mstep: Class 8 contains 30191 members 
Mstep: Class 9 contains 35503 members 
Mstep: Class 10 contains 9377 members 
Mstep: Class 11 contains 875 members 
Mstep: Class 12 contains 924 members 
Mstep: Class 13 contains 7125 members 
Mstep: Class 14 contains 1835 members 
Mstep: Class 15 contains 8933 members 
Mstep: Class 16 contains 79657 members 
Mstep: Class 17 contains 121770 members 
Mstep: Class 18 contains 131063 members 
Mstep: Class 19 contains 3661 members 
Mstep: Class 20 contains 97572 members 
Mstep: Class 21 contains 32934 members 
Mstep: Class 22 contains 135476 members 
Mstep: Class 23 contains 23826 members 
Mstep: Class 24 contains 4322 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 801 members 
Mstep: Class 27 contains 2406 members 
Mstep: Class 28 contains 89270 members 
Mstep: Class 29 contains 4451 members 
Mstep: Class 30 contains 126120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194605088.000000 Penalty: 70002.609375
Iteration 71Q: 31 clusters Score -1.946051e+08 nChanged 13891
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 115603 members 
Mstep: Class 2 contains 202141 members 
Mstep: Class 3 contains 100121 members 
Mstep: Class 4 contains 42301 members 
Mstep: Class 5 contains 113777 members 
Mstep: Class 6 contains 62319 members 
Mstep: Class 7 contains 134846 members 
Mstep: Class 8 contains 30263 members 
Mstep: Class 9 contains 35577 members 
Mstep: Class 10 contains 9418 members 
Mstep: Class 11 contains 875 members 
Mstep: Class 12 contains 924 members 
Mstep: Class 13 contains 7147 members 
Mstep: Class 14 contains 1836 members 
Mstep: Class 15 contains 9129 members 
Mstep: Class 16 contains 79486 members 
Mstep: Class 17 contains 122106 members 
Mstep: Class 18 contains 130817 members 
Mstep: Class 19 contains 3667 members 
Mstep: Class 20 contains 96986 members 
Mstep: Class 21 contains 33111 members 
Mstep: Class 22 contains 135444 members 
Mstep: Class 23 contains 23795 members 
Mstep: Class 24 contains 4335 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 802 members 
Mstep: Class 27 contains 2406 members 
Mstep: Class 28 contains 91827 members 
Mstep: Class 29 contains 4460 members 
Mstep: Class 30 contains 125542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194605664.000000 Penalty: 70002.609375
Iteration 72Q: 31 clusters Score -1.946057e+08 nChanged 13419
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 114972 members 
Mstep: Class 2 contains 202240 members 
Mstep: Class 3 contains 100109 members 
Mstep: Class 4 contains 42439 members 
Mstep: Class 5 contains 113217 members 
Mstep: Class 6 contains 61672 members 
Mstep: Class 7 contains 134682 members 
Mstep: Class 8 contains 30365 members 
Mstep: Class 9 contains 35666 members 
Mstep: Class 10 contains 9468 members 
Mstep: Class 11 contains 875 members 
Mstep: Class 12 contains 924 members 
Mstep: Class 13 contains 7146 members 
Mstep: Class 14 contains 1836 members 
Mstep: Class 15 contains 9355 members 
Mstep: Class 16 contains 79317 members 
Mstep: Class 17 contains 122095 members 
Mstep: Class 18 contains 130569 members 
Mstep: Class 19 contains 3669 members 
Mstep: Class 20 contains 96536 members 
Mstep: Class 21 contains 33246 members 
Mstep: Class 22 contains 135460 members 
Mstep: Class 23 contains 23746 members 
Mstep: Class 24 contains 4347 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 803 members 
Mstep: Class 27 contains 2406 members 
Mstep: Class 28 contains 94471 members 
Mstep: Class 29 contains 4462 members 
Mstep: Class 30 contains 124968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194607456.000000 Penalty: 70002.609375
Iteration 73Q: 31 clusters Score -1.946075e+08 nChanged 13030
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 114449 members 
Mstep: Class 2 contains 202367 members 
Mstep: Class 3 contains 100089 members 
Mstep: Class 4 contains 42570 members 
Mstep: Class 5 contains 112628 members 
Mstep: Class 6 contains 61036 members 
Mstep: Class 7 contains 134464 members 
Mstep: Class 8 contains 30467 members 
Mstep: Class 9 contains 35738 members 
Mstep: Class 10 contains 9520 members 
Mstep: Class 11 contains 875 members 
Mstep: Class 12 contains 924 members 
Mstep: Class 13 contains 7165 members 
Mstep: Class 14 contains 1837 members 
Mstep: Class 15 contains 9538 members 
Mstep: Class 16 contains 79229 members 
Mstep: Class 17 contains 121951 members 
Mstep: Class 18 contains 130247 members 
Mstep: Class 19 contains 3676 members 
Mstep: Class 20 contains 96132 members 
Mstep: Class 21 contains 33319 members 
Mstep: Class 22 contains 135487 members 
Mstep: Class 23 contains 23701 members 
Mstep: Class 24 contains 4363 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 803 members 
Mstep: Class 27 contains 2406 members 
Mstep: Class 28 contains 97112 members 
Mstep: Class 29 contains 4467 members 
Mstep: Class 30 contains 124501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194609552.000000 Penalty: 70002.609375
Iteration 74Q: 31 clusters Score -1.946096e+08 nChanged 12373
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 113927 members 
Mstep: Class 2 contains 202481 members 
Mstep: Class 3 contains 100048 members 
Mstep: Class 4 contains 42713 members 
Mstep: Class 5 contains 111967 members 
Mstep: Class 6 contains 60476 members 
Mstep: Class 7 contains 134298 members 
Mstep: Class 8 contains 30551 members 
Mstep: Class 9 contains 35834 members 
Mstep: Class 10 contains 9565 members 
Mstep: Class 11 contains 875 members 
Mstep: Class 12 contains 924 members 
Mstep: Class 13 contains 7168 members 
Mstep: Class 14 contains 1836 members 
Mstep: Class 15 contains 9717 members 
Mstep: Class 16 contains 79149 members 
Mstep: Class 17 contains 121815 members 
Mstep: Class 18 contains 129938 members 
Mstep: Class 19 contains 3680 members 
Mstep: Class 20 contains 95653 members 
Mstep: Class 21 contains 33375 members 
Mstep: Class 22 contains 135583 members 
Mstep: Class 23 contains 23654 members 
Mstep: Class 24 contains 4383 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 803 members 
Mstep: Class 27 contains 2406 members 
Mstep: Class 28 contains 99628 members 
Mstep: Class 29 contains 4477 members 
Mstep: Class 30 contains 124136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194609664.000000 Penalty: 70002.609375
Iteration 75Q: 31 clusters Score -1.946097e+08 nChanged 11886
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 113548 members 
Mstep: Class 2 contains 202606 members 
Mstep: Class 3 contains 100004 members 
Mstep: Class 4 contains 42847 members 
Mstep: Class 5 contains 111308 members 
Mstep: Class 6 contains 59954 members 
Mstep: Class 7 contains 134154 members 
Mstep: Class 8 contains 30621 members 
Mstep: Class 9 contains 35907 members 
Mstep: Class 10 contains 9615 members 
Mstep: Class 11 contains 875 members 
Mstep: Class 12 contains 924 members 
Mstep: Class 13 contains 7173 members 
Mstep: Class 14 contains 1835 members 
Mstep: Class 15 contains 9890 members 
Mstep: Class 16 contains 79061 members 
Mstep: Class 17 contains 121427 members 
Mstep: Class 18 contains 129607 members 
Mstep: Class 19 contains 3687 members 
Mstep: Class 20 contains 95230 members 
Mstep: Class 21 contains 33421 members 
Mstep: Class 22 contains 135674 members 
Mstep: Class 23 contains 23624 members 
Mstep: Class 24 contains 4397 members 
Mstep: Class 25 contains 1682 members 
Mstep: Class 26 contains 803 members 
Mstep: Class 27 contains 2405 members 
Mstep: Class 28 contains 102197 members 
Mstep: Class 29 contains 4481 members 
Mstep: Class 30 contains 123785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194611104.000000 Penalty: 70002.609375
Iteration 76Q: 31 clusters Score -1.946111e+08 nChanged 11258
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 113129 members 
Mstep: Class 2 contains 202678 members 
Mstep: Class 3 contains 99979 members 
Mstep: Class 4 contains 42968 members 
Mstep: Class 5 contains 110653 members 
Mstep: Class 6 contains 59565 members 
Mstep: Class 7 contains 133981 members 
Mstep: Class 8 contains 30682 members 
Mstep: Class 9 contains 35997 members 
Mstep: Class 10 contains 9658 members 
Mstep: Class 11 contains 875 members 
Mstep: Class 12 contains 924 members 
Mstep: Class 13 contains 7164 members 
Mstep: Class 14 contains 1834 members 
Mstep: Class 15 contains 10031 members 
Mstep: Class 16 contains 78962 members 
Mstep: Class 17 contains 120993 members 
Mstep: Class 18 contains 129372 members 
Mstep: Class 19 contains 3692 members 
Mstep: Class 20 contains 94917 members 
Mstep: Class 21 contains 33473 members 
Mstep: Class 22 contains 135763 members 
Mstep: Class 23 contains 23568 members 
Mstep: Class 24 contains 4415 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 2405 members 
Mstep: Class 28 contains 104665 members 
Mstep: Class 29 contains 4490 members 
Mstep: Class 30 contains 123422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194612272.000000 Penalty: 70002.609375
Iteration 77Q: 31 clusters Score -1.946123e+08 nChanged 10489
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 112766 members 
Mstep: Class 2 contains 202724 members 
Mstep: Class 3 contains 99912 members 
Mstep: Class 4 contains 43108 members 
Mstep: Class 5 contains 110119 members 
Mstep: Class 6 contains 59216 members 
Mstep: Class 7 contains 133770 members 
Mstep: Class 8 contains 30744 members 
Mstep: Class 9 contains 36078 members 
Mstep: Class 10 contains 9685 members 
Mstep: Class 11 contains 875 members 
Mstep: Class 12 contains 924 members 
Mstep: Class 13 contains 7176 members 
Mstep: Class 14 contains 1833 members 
Mstep: Class 15 contains 10144 members 
Mstep: Class 16 contains 78849 members 
Mstep: Class 17 contains 120420 members 
Mstep: Class 18 contains 129259 members 
Mstep: Class 19 contains 3693 members 
Mstep: Class 20 contains 94740 members 
Mstep: Class 21 contains 33525 members 
Mstep: Class 22 contains 135704 members 
Mstep: Class 23 contains 23497 members 
Mstep: Class 24 contains 4441 members 
Mstep: Class 25 contains 1683 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 2404 members 
Mstep: Class 28 contains 106982 members 
Mstep: Class 29 contains 4497 members 
Mstep: Class 30 contains 123170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194613056.000000 Penalty: 70002.609375
Iteration 78Q: 31 clusters Score -1.946131e+08 nChanged 9896
Entering ConstructFrom: 
Score: -194613056.000000 Penalty: 70002.609375
Entering ConstructFrom: 
Trying to split cluster 1 (112425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112425 members 
Entering Unmasked Estep 
Score: -13158082.000000 Penalty: 1889.881836
	Iteration 0F: 2 clusters Score -1.315808e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56282 members 
Mstep: Class 2 contains 56143 members 
Entering Unmasked Estep 
Score: -13087100.000000 Penalty: 3779.763672
	Iteration 0F: 3 clusters Score -1.30871e+07 nChanged 54093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56695 members 
Mstep: Class 2 contains 55730 members 
Entering Unmasked Estep 
Score: -13118362.000000 Penalty: 3779.763672
	Iteration 1F: 3 clusters Score -1.311836e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56877 members 
Mstep: Class 2 contains 55548 members 
Entering Unmasked Estep 
Score: -13119037.000000 Penalty: 3779.763672
	Iteration 2Q: 3 clusters Score -1.311904e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57091 members 
Mstep: Class 2 contains 55334 members 
Entering Unmasked Estep 
Score: -13119979.000000 Penalty: 3779.763672
	Iteration 3Q: 3 clusters Score -1.311998e+07 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57195 members 
Mstep: Class 2 contains 55230 members 
Entering Unmasked Estep 
Score: -13121331.000000 Penalty: 3779.763672
	Iteration 4Q: 3 clusters Score -1.312133e+07 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57269 members 
Mstep: Class 2 contains 55156 members 
Entering Unmasked Estep 
Score: -13123810.000000 Penalty: 3779.763672
	Iteration 5Q: 3 clusters Score -1.312381e+07 nChanged 6084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57303 members 
Mstep: Class 2 contains 55122 members 
Entering Unmasked Estep 
Score: -13128105.000000 Penalty: 3779.763672
	Iteration 6F: 3 clusters Score -1.31281e+07 nChanged 7581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57044 members 
Mstep: Class 2 contains 55381 members 
Entering Unmasked Estep 
Score: -13134678.000000 Penalty: 3779.763672
	Iteration 7F: 3 clusters Score -1.313468e+07 nChanged 8357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56051 members 
Mstep: Class 2 contains 56374 members 
Entering Unmasked Estep 
Score: -13141812.000000 Penalty: 3779.763672
	Iteration 8F: 3 clusters Score -1.314181e+07 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54736 members 
Mstep: Class 2 contains 57689 members 
Entering Unmasked Estep 
Score: -13145916.000000 Penalty: 3779.763672
	Iteration 9F: 3 clusters Score -1.314592e+07 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53406 members 
Mstep: Class 2 contains 59019 members 
Entering Unmasked Estep 
Score: -13147572.000000 Penalty: 3779.763672
	Iteration 10Q: 3 clusters Score -1.314757e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51969 members 
Mstep: Class 2 contains 60456 members 
Entering Unmasked Estep 
Score: -13148474.000000 Penalty: 3779.763672
	Iteration 11Q: 3 clusters Score -1.314847e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50380 members 
Mstep: Class 2 contains 62045 members 
Entering Unmasked Estep 
Score: -13149354.000000 Penalty: 3779.763672
	Iteration 12Q: 3 clusters Score -1.314935e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48764 members 
Mstep: Class 2 contains 63661 members 
Entering Unmasked Estep 
Score: -13150180.000000 Penalty: 3779.763672
	Iteration 13Q: 3 clusters Score -1.315018e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47058 members 
Mstep: Class 2 contains 65367 members 
Entering Unmasked Estep 
Score: -13151115.000000 Penalty: 3779.763672
	Iteration 14Q: 3 clusters Score -1.315112e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45331 members 
Mstep: Class 2 contains 67094 members 
Entering Unmasked Estep 
Score: -13151822.000000 Penalty: 3779.763672
	Iteration 15Q: 3 clusters Score -1.315182e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43632 members 
Mstep: Class 2 contains 68793 members 
Entering Unmasked Estep 
Score: -13152510.000000 Penalty: 3779.763672
	Iteration 16Q: 3 clusters Score -1.315251e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 70432 members 
Entering Unmasked Estep 
Score: -13153057.000000 Penalty: 3779.763672
	Iteration 17Q: 3 clusters Score -1.315306e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40340 members 
Mstep: Class 2 contains 72085 members 
Entering Unmasked Estep 
Score: -13153572.000000 Penalty: 3779.763672
	Iteration 18Q: 3 clusters Score -1.315357e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38731 members 
Mstep: Class 2 contains 73694 members 
Entering Unmasked Estep 
Score: -13154050.000000 Penalty: 3779.763672
	Iteration 19Q: 3 clusters Score -1.315405e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 75243 members 
Entering Unmasked Estep 
Score: -13154575.000000 Penalty: 3779.763672
	Iteration 20F: 3 clusters Score -1.315458e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35597 members 
Mstep: Class 2 contains 76828 members 
Entering Unmasked Estep 
Score: -13155064.000000 Penalty: 3779.763672
	Iteration 21Q: 3 clusters Score -1.315506e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33945 members 
Mstep: Class 2 contains 78480 members 
Entering Unmasked Estep 
Score: -13155529.000000 Penalty: 3779.763672
	Iteration 22Q: 3 clusters Score -1.315553e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32308 members 
Mstep: Class 2 contains 80117 members 
Entering Unmasked Estep 
Score: -13155997.000000 Penalty: 3779.763672
	Iteration 23Q: 3 clusters Score -1.3156e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30675 members 
Mstep: Class 2 contains 81750 members 
Entering Unmasked Estep 
Score: -13156687.000000 Penalty: 3779.763672
	Iteration 24Q: 3 clusters Score -1.315669e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 83268 members 
Entering Unmasked Estep 
Score: -13157449.000000 Penalty: 3779.763672
	Iteration 25Q: 3 clusters Score -1.315745e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 84673 members 
Entering Unmasked Estep 
Score: -13158210.000000 Penalty: 3779.763672
	Iteration 26Q: 3 clusters Score -1.315821e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 85985 members 
Entering Unmasked Estep 
Score: -13159008.000000 Penalty: 3779.763672
	Iteration 27Q: 3 clusters Score -1.315901e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 87172 members 
Entering Unmasked Estep 
Score: -13159765.000000 Penalty: 3779.763672
	Iteration 28Q: 3 clusters Score -1.315976e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 88178 members 
Entering Unmasked Estep 
Score: -13160425.000000 Penalty: 3779.763672
	Iteration 29Q: 3 clusters Score -1.316042e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 88991 members 
Entering Unmasked Estep 
Score: -13160940.000000 Penalty: 3779.763672
	Iteration 30Q: 3 clusters Score -1.316094e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 89616 members 
Entering Unmasked Estep 
Score: -13161262.000000 Penalty: 3779.763672
	Iteration 31Q: 3 clusters Score -1.316126e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 90129 members 
Entering Unmasked Estep 
Score: -13161486.000000 Penalty: 3779.763672
	Iteration 32Q: 3 clusters Score -1.316149e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 90526 members 
Entering Unmasked Estep 
Score: -13161681.000000 Penalty: 3779.763672
	Iteration 33Q: 3 clusters Score -1.316168e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 90828 members 
Entering Unmasked Estep 
Score: -13161728.000000 Penalty: 3779.763672
	Iteration 34Q: 3 clusters Score -1.316173e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 91073 members 
Entering Unmasked Estep 
Score: -13161772.000000 Penalty: 3779.763672
	Iteration 35Q: 3 clusters Score -1.316177e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 91283 members 
Entering Unmasked Estep 
Score: -13161793.000000 Penalty: 3779.763672
	Iteration 36Q: 3 clusters Score -1.316179e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 91469 members 
Entering Unmasked Estep 
Score: -13161846.000000 Penalty: 3779.763672
	Iteration 37Q: 3 clusters Score -1.316185e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 91619 members 
Entering Unmasked Estep 
Score: -13161866.000000 Penalty: 3779.763672
	Iteration 38Q: 3 clusters Score -1.316187e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 91732 members 
Entering Unmasked Estep 
Score: -13161862.000000 Penalty: 3779.763672
	Iteration 39Q: 3 clusters Score -1.316186e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 91820 members 
Entering Unmasked Estep 
Score: -13161935.000000 Penalty: 3779.763672
	Iteration 40F: 3 clusters Score -1.316194e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 91971 members 
Entering Unmasked Estep 
Score: -13161928.000000 Penalty: 3779.763672
	Iteration 41Q: 3 clusters Score -1.316193e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 92103 members 
Entering Unmasked Estep 
Score: -13161892.000000 Penalty: 3779.763672
	Iteration 42Q: 3 clusters Score -1.316189e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 92216 members 
Entering Unmasked Estep 
Score: -13161893.000000 Penalty: 3779.763672
	Iteration 43Q: 3 clusters Score -1.316189e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 92311 members 
Entering Unmasked Estep 
Score: -13161886.000000 Penalty: 3779.763672
	Iteration 44Q: 3 clusters Score -1.316189e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 92423 members 
Entering Unmasked Estep 
Score: -13161873.000000 Penalty: 3779.763672
	Iteration 45Q: 3 clusters Score -1.316187e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 92524 members 
Entering Unmasked Estep 
Score: -13161856.000000 Penalty: 3779.763672
	Iteration 46Q: 3 clusters Score -1.316186e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 92614 members 
Entering Unmasked Estep 
Score: -13161846.000000 Penalty: 3779.763672
	Iteration 47Q: 3 clusters Score -1.316185e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 92685 members 
Entering Unmasked Estep 
Score: -13161854.000000 Penalty: 3779.763672
	Iteration 48Q: 3 clusters Score -1.316185e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 92745 members 
Entering Unmasked Estep 
Score: -13161852.000000 Penalty: 3779.763672
	Iteration 49Q: 3 clusters Score -1.316185e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 92795 members 
Entering Unmasked Estep 
Score: -13161861.000000 Penalty: 3779.763672
	Iteration 50Q: 3 clusters Score -1.316186e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 92835 members 
Entering Unmasked Estep 
Score: -13161854.000000 Penalty: 3779.763672
	Iteration 51Q: 3 clusters Score -1.316185e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 92880 members 
Entering Unmasked Estep 
Score: -13161838.000000 Penalty: 3779.763672
	Iteration 52Q: 3 clusters Score -1.316184e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 92920 members 
Entering Unmasked Estep 
Score: -13161834.000000 Penalty: 3779.763672
	Iteration 53Q: 3 clusters Score -1.316183e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 92959 members 
Entering Unmasked Estep 
Score: -13161832.000000 Penalty: 3779.763672
	Iteration 54Q: 3 clusters Score -1.316183e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 93000 members 
Entering Unmasked Estep 
Score: -13161824.000000 Penalty: 3779.763672
	Iteration 55Q: 3 clusters Score -1.316182e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 93034 members 
Entering Unmasked Estep 
Score: -13161816.000000 Penalty: 3779.763672
	Iteration 56Q: 3 clusters Score -1.316182e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 93059 members 
Entering Unmasked Estep 
Score: -13161805.000000 Penalty: 3779.763672
	Iteration 57Q: 3 clusters Score -1.31618e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 93079 members 
Entering Unmasked Estep 
Score: -13161809.000000 Penalty: 3779.763672
	Iteration 58Q: 3 clusters Score -1.316181e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 93097 members 
Entering Unmasked Estep 
Score: -13161807.000000 Penalty: 3779.763672
	Iteration 59Q: 3 clusters Score -1.316181e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 93116 members 
Entering Unmasked Estep 
Score: -13161815.000000 Penalty: 3779.763672
	Iteration 60F: 3 clusters Score -1.316182e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 93143 members 
Entering Unmasked Estep 
Score: -13161798.000000 Penalty: 3779.763672
	Iteration 61Q: 3 clusters Score -1.31618e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 93171 members 
Entering Unmasked Estep 
Score: -13161801.000000 Penalty: 3779.763672
	Iteration 62Q: 3 clusters Score -1.31618e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 93193 members 
Entering Unmasked Estep 
Score: -13161801.000000 Penalty: 3779.763672
	Iteration 63Q: 3 clusters Score -1.31618e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 93214 members 
Entering Unmasked Estep 
Score: -13161791.000000 Penalty: 3779.763672
	Iteration 64Q: 3 clusters Score -1.316179e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 93239 members 
Entering Unmasked Estep 
Score: -13161796.000000 Penalty: 3779.763672
	Iteration 65Q: 3 clusters Score -1.31618e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 93264 members 
Entering Unmasked Estep 
Score: -13161780.000000 Penalty: 3779.763672
	Iteration 66Q: 3 clusters Score -1.316178e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 93282 members 
Entering Unmasked Estep 
Score: -13161802.000000 Penalty: 3779.763672
	Iteration 67Q: 3 clusters Score -1.31618e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 93297 members 
Entering Unmasked Estep 
Score: -13161790.000000 Penalty: 3779.763672
	Iteration 68Q: 3 clusters Score -1.316179e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 93311 members 
Entering Unmasked Estep 
Score: -13161779.000000 Penalty: 3779.763672
	Iteration 69Q: 3 clusters Score -1.316178e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 93329 members 
Entering Unmasked Estep 
Score: -13161775.000000 Penalty: 3779.763672
	Iteration 70Q: 3 clusters Score -1.316178e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 93341 members 
Entering Unmasked Estep 
Score: -13161759.000000 Penalty: 3779.763672
	Iteration 71Q: 3 clusters Score -1.316176e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 93354 members 
Entering Unmasked Estep 
Score: -13161765.000000 Penalty: 3779.763672
	Iteration 72Q: 3 clusters Score -1.316176e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 93365 members 
Entering Unmasked Estep 
Score: -13161758.000000 Penalty: 3779.763672
	Iteration 73Q: 3 clusters Score -1.316176e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 93372 members 
Entering Unmasked Estep 
Score: -13161762.000000 Penalty: 3779.763672
	Iteration 74Q: 3 clusters Score -1.316176e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 93378 members 
Entering Unmasked Estep 
Score: -13161778.000000 Penalty: 3779.763672
	Iteration 75Q: 3 clusters Score -1.316178e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 93385 members 
Entering Unmasked Estep 
Score: -13161763.000000 Penalty: 3779.763672
	Iteration 76Q: 3 clusters Score -1.316176e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 93393 members 
Entering Unmasked Estep 
Score: -13161769.000000 Penalty: 3779.763672
	Iteration 77Q: 3 clusters Score -1.316177e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 93399 members 
Entering Unmasked Estep 
Score: -13161774.000000 Penalty: 3779.763672
	Iteration 78Q: 3 clusters Score -1.316177e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 93406 members 
Entering Unmasked Estep 
Score: -13161770.000000 Penalty: 3779.763672
	Iteration 79Q: 3 clusters Score -1.316177e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 93414 members 
Entering Unmasked Estep 
Score: -13161767.000000 Penalty: 3779.763672
	Iteration 80F: 3 clusters Score -1.316177e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 93433 members 
Entering Unmasked Estep 
Score: -13161768.000000 Penalty: 3779.763672
	Iteration 81Q: 3 clusters Score -1.316177e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 93450 members 
Entering Unmasked Estep 
Score: -13161776.000000 Penalty: 3779.763672
	Iteration 82Q: 3 clusters Score -1.316178e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 93469 members 
Entering Unmasked Estep 
Score: -13161766.000000 Penalty: 3779.763672
	Iteration 83Q: 3 clusters Score -1.316177e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 93487 members 
Entering Unmasked Estep 
Score: -13161759.000000 Penalty: 3779.763672
	Iteration 84Q: 3 clusters Score -1.316176e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 93508 members 
Entering Unmasked Estep 
Score: -13161756.000000 Penalty: 3779.763672
	Iteration 85Q: 3 clusters Score -1.316176e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 93531 members 
Entering Unmasked Estep 
Score: -13161744.000000 Penalty: 3779.763672
	Iteration 86Q: 3 clusters Score -1.316174e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 93549 members 
Entering Unmasked Estep 
Score: -13161737.000000 Penalty: 3779.763672
	Iteration 87Q: 3 clusters Score -1.316174e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 93561 members 
Entering Unmasked Estep 
Score: -13161744.000000 Penalty: 3779.763672
	Iteration 88Q: 3 clusters Score -1.316174e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 93576 members 
Entering Unmasked Estep 
Score: -13161731.000000 Penalty: 3779.763672
	Iteration 89Q: 3 clusters Score -1.316173e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 93586 members 
Entering Unmasked Estep 
Score: -13161728.000000 Penalty: 3779.763672
	Iteration 90Q: 3 clusters Score -1.316173e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 93597 members 
Entering Unmasked Estep 
Score: -13161720.000000 Penalty: 3779.763672
	Iteration 91Q: 3 clusters Score -1.316172e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 93610 members 
Entering Unmasked Estep 
Score: -13161742.000000 Penalty: 3779.763672
	Iteration 92Q: 3 clusters Score -1.316174e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 93622 members 
Entering Unmasked Estep 
Score: -13161726.000000 Penalty: 3779.763672
	Iteration 93Q: 3 clusters Score -1.316173e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 93636 members 
Entering Unmasked Estep 
Score: -13161730.000000 Penalty: 3779.763672
	Iteration 94Q: 3 clusters Score -1.316173e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 93654 members 
Entering Unmasked Estep 
Score: -13161737.000000 Penalty: 3779.763672
	Iteration 95Q: 3 clusters Score -1.316174e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 93673 members 
Entering Unmasked Estep 
Score: -13161735.000000 Penalty: 3779.763672
	Iteration 96Q: 3 clusters Score -1.316174e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 93700 members 
Entering Unmasked Estep 
Score: -13161733.000000 Penalty: 3779.763672
	Iteration 97Q: 3 clusters Score -1.316173e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 93720 members 
Entering Unmasked Estep 
Score: -13161725.000000 Penalty: 3779.763672
	Iteration 98Q: 3 clusters Score -1.316172e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 93739 members 
Entering Unmasked Estep 
Score: -13161731.000000 Penalty: 3779.763672
	Iteration 99Q: 3 clusters Score -1.316173e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 93755 members 
Entering Unmasked Estep 
Score: -13161740.000000 Penalty: 3779.763672
	Iteration 100F: 3 clusters Score -1.316174e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 93772 members 
Entering Unmasked Estep 
Score: -13161736.000000 Penalty: 3779.763672
	Iteration 101Q: 3 clusters Score -1.316174e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 93789 members 
Entering Unmasked Estep 
Score: -13161730.000000 Penalty: 3779.763672
	Iteration 102Q: 3 clusters Score -1.316173e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 93805 members 
Entering Unmasked Estep 
Score: -13161744.000000 Penalty: 3779.763672
	Iteration 103Q: 3 clusters Score -1.316174e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 93822 members 
Entering Unmasked Estep 
Score: -13161729.000000 Penalty: 3779.763672
	Iteration 104Q: 3 clusters Score -1.316173e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 93834 members 
Entering Unmasked Estep 
Score: -13161726.000000 Penalty: 3779.763672
	Iteration 105Q: 3 clusters Score -1.316173e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 93848 members 
Entering Unmasked Estep 
Score: -13161714.000000 Penalty: 3779.763672
	Iteration 106Q: 3 clusters Score -1.316171e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 93861 members 
Entering Unmasked Estep 
Score: -13161713.000000 Penalty: 3779.763672
	Iteration 107Q: 3 clusters Score -1.316171e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 93881 members 
Entering Unmasked Estep 
Score: -13161711.000000 Penalty: 3779.763672
	Iteration 108Q: 3 clusters Score -1.316171e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 93906 members 
Entering Unmasked Estep 
Score: -13161707.000000 Penalty: 3779.763672
	Iteration 109Q: 3 clusters Score -1.316171e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 93925 members 
Entering Unmasked Estep 
Score: -13161707.000000 Penalty: 3779.763672
	Iteration 110Q: 3 clusters Score -1.316171e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 93939 members 
Entering Unmasked Estep 
Score: -13161716.000000 Penalty: 3779.763672
	Iteration 111Q: 3 clusters Score -1.316172e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 93948 members 
Entering Unmasked Estep 
Score: -13161709.000000 Penalty: 3779.763672
	Iteration 112Q: 3 clusters Score -1.316171e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 93957 members 
Entering Unmasked Estep 
Score: -13161722.000000 Penalty: 3779.763672
	Iteration 113Q: 3 clusters Score -1.316172e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 93967 members 
Entering Unmasked Estep 
Score: -13161705.000000 Penalty: 3779.763672
	Iteration 114Q: 3 clusters Score -1.31617e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 93982 members 
Entering Unmasked Estep 
Score: -13161695.000000 Penalty: 3779.763672
	Iteration 115Q: 3 clusters Score -1.31617e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 93991 members 
Entering Unmasked Estep 
Score: -13161696.000000 Penalty: 3779.763672
	Iteration 116Q: 3 clusters Score -1.31617e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 94004 members 
Entering Unmasked Estep 
Score: -13161700.000000 Penalty: 3779.763672
	Iteration 117Q: 3 clusters Score -1.31617e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 94017 members 
Entering Unmasked Estep 
Score: -13161701.000000 Penalty: 3779.763672
	Iteration 118Q: 3 clusters Score -1.31617e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 94029 members 
Entering Unmasked Estep 
Score: -13161709.000000 Penalty: 3779.763672
	Iteration 119Q: 3 clusters Score -1.316171e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 94043 members 
Entering Unmasked Estep 
Score: -13161703.000000 Penalty: 3779.763672
	Iteration 120F: 3 clusters Score -1.31617e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 94051 members 
Entering Unmasked Estep 
Score: -13161706.000000 Penalty: 3779.763672
	Iteration 121Q: 3 clusters Score -1.316171e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 94066 members 
Entering Unmasked Estep 
Score: -13161708.000000 Penalty: 3779.763672
	Iteration 122Q: 3 clusters Score -1.316171e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 94081 members 
Entering Unmasked Estep 
Score: -13161708.000000 Penalty: 3779.763672
	Iteration 123Q: 3 clusters Score -1.316171e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 94098 members 
Entering Unmasked Estep 
Score: -13161710.000000 Penalty: 3779.763672
	Iteration 124Q: 3 clusters Score -1.316171e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 94112 members 
Entering Unmasked Estep 
Score: -13161686.000000 Penalty: 3779.763672
	Iteration 125Q: 3 clusters Score -1.316169e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 94125 members 
Entering Unmasked Estep 
Score: -13161679.000000 Penalty: 3779.763672
	Iteration 126Q: 3 clusters Score -1.316168e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 94142 members 
Entering Unmasked Estep 
Score: -13161695.000000 Penalty: 3779.763672
	Iteration 127Q: 3 clusters Score -1.31617e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 94157 members 
Entering Unmasked Estep 
Score: -13161684.000000 Penalty: 3779.763672
	Iteration 128Q: 3 clusters Score -1.316168e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 94174 members 
Entering Unmasked Estep 
Score: -13161699.000000 Penalty: 3779.763672
	Iteration 129Q: 3 clusters Score -1.31617e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 94192 members 
Entering Unmasked Estep 
Score: -13161701.000000 Penalty: 3779.763672
	Iteration 130Q: 3 clusters Score -1.31617e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 94203 members 
Entering Unmasked Estep 
Score: -13161703.000000 Penalty: 3779.763672
	Iteration 131Q: 3 clusters Score -1.31617e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 94213 members 
Entering Unmasked Estep 
Score: -13161705.000000 Penalty: 3779.763672
	Iteration 132Q: 3 clusters Score -1.31617e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 94223 members 
Entering Unmasked Estep 
Score: -13161698.000000 Penalty: 3779.763672
	Iteration 133Q: 3 clusters Score -1.31617e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 94230 members 
Entering Unmasked Estep 
Score: -13161689.000000 Penalty: 3779.763672
	Iteration 134Q: 3 clusters Score -1.316169e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 94236 members 
Entering Unmasked Estep 
Score: -13161688.000000 Penalty: 3779.763672
	Iteration 135Q: 3 clusters Score -1.316169e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 94241 members 
Entering Unmasked Estep 
Score: -13161685.000000 Penalty: 3779.763672
	Iteration 136Q: 3 clusters Score -1.316168e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 94250 members 
Entering Unmasked Estep 
Score: -13161686.000000 Penalty: 3779.763672
	Iteration 137Q: 3 clusters Score -1.316169e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 94256 members 
Entering Unmasked Estep 
Score: -13161684.000000 Penalty: 3779.763672
	Iteration 138Q: 3 clusters Score -1.316168e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 94261 members 
Entering Unmasked Estep 
Score: -13161678.000000 Penalty: 3779.763672
	Iteration 139Q: 3 clusters Score -1.316168e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 94266 members 
Entering Unmasked Estep 
Score: -13161673.000000 Penalty: 3779.763672
	Iteration 140F: 3 clusters Score -1.316167e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 94271 members 
Entering Unmasked Estep 
Score: -13161668.000000 Penalty: 3779.763672
	Iteration 141Q: 3 clusters Score -1.316167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 94273 members 
Entering Unmasked Estep 
Score: -13161661.000000 Penalty: 3779.763672
	Iteration 142Q: 3 clusters Score -1.316166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 94275 members 
Entering Unmasked Estep 
Score: -13161666.000000 Penalty: 3779.763672
	Iteration 143Q: 3 clusters Score -1.316167e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 94275 members 
Entering Unmasked Estep 
Score: -13161666.000000 Penalty: 3779.763672
	Iteration 144F: 3 clusters Score -1.316167e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 202752 members 
Mstep: Class 3 contains 99834 members 
Mstep: Class 4 contains 43254 members 
Mstep: Class 5 contains 109640 members 
Mstep: Class 6 contains 58917 members 
Mstep: Class 7 contains 133558 members 
Mstep: Class 8 contains 30822 members 
Mstep: Class 9 contains 36165 members 
Mstep: Class 10 contains 9726 members 
Mstep: Class 11 contains 875 members 
Mstep: Class 12 contains 924 members 
Mstep: Class 13 contains 7177 members 
Mstep: Class 14 contains 1833 members 
Mstep: Class 15 contains 10229 members 
Mstep: Class 16 contains 78763 members 
Mstep: Class 17 contains 119814 members 
Mstep: Class 18 contains 129235 members 
Mstep: Class 19 contains 3694 members 
Mstep: Class 20 contains 94533 members 
Mstep: Class 21 contains 33563 members 
Mstep: Class 22 contains 135667 members 
Mstep: Class 23 contains 23407 members 
Mstep: Class 24 contains 4468 members 
Mstep: Class 25 contains 1684 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 2403 members 
Mstep: Class 28 contains 109117 members 
Mstep: Class 29 contains 4498 members 
Mstep: Class 30 contains 122961 members 
Mstep: Class 31 contains 94275 members 
Entering Unmasked Estep 
Score: -194615408.000000 Penalty: 72336.031250
Splitting cluster 1 changes total score from -194613056.000000 to -194615408.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 2 (202752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202752 members 
Entering Unmasked Estep 
Score: -23207158.000000 Penalty: 1985.707642
	Iteration 0F: 2 clusters Score -2.320716e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101145 members 
Mstep: Class 2 contains 101607 members 
Entering Unmasked Estep 
Score: -23101570.000000 Penalty: 3971.415283
	Iteration 0F: 3 clusters Score -2.310157e+07 nChanged 98617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93678 members 
Mstep: Class 2 contains 109074 members 
Entering Unmasked Estep 
Score: -23162436.000000 Penalty: 3971.415283
	Iteration 1F: 3 clusters Score -2.316244e+07 nChanged 8998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89960 members 
Mstep: Class 2 contains 112792 members 
Entering Unmasked Estep 
Score: -23165466.000000 Penalty: 3971.415283
	Iteration 2Q: 3 clusters Score -2.316547e+07 nChanged 10586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85270 members 
Mstep: Class 2 contains 117482 members 
Entering Unmasked Estep 
Score: -23169570.000000 Penalty: 3971.415283
	Iteration 3F: 3 clusters Score -2.316957e+07 nChanged 11622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80214 members 
Mstep: Class 2 contains 122538 members 
Entering Unmasked Estep 
Score: -23174630.000000 Penalty: 3971.415283
	Iteration 4F: 3 clusters Score -2.317463e+07 nChanged 12325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75753 members 
Mstep: Class 2 contains 126999 members 
Entering Unmasked Estep 
Score: -23181946.000000 Penalty: 3971.415283
	Iteration 5F: 3 clusters Score -2.318195e+07 nChanged 12740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73139 members 
Mstep: Class 2 contains 129613 members 
Entering Unmasked Estep 
Score: -23189660.000000 Penalty: 3971.415283
	Iteration 6F: 3 clusters Score -2.318966e+07 nChanged 12157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72912 members 
Mstep: Class 2 contains 129840 members 
Entering Unmasked Estep 
Score: -23195888.000000 Penalty: 3971.415283
	Iteration 7F: 3 clusters Score -2.319589e+07 nChanged 9244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74608 members 
Mstep: Class 2 contains 128144 members 
Entering Unmasked Estep 
Score: -23198122.000000 Penalty: 3971.415283
	Iteration 8Q: 3 clusters Score -2.319812e+07 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77002 members 
Mstep: Class 2 contains 125750 members 
Entering Unmasked Estep 
Score: -23198432.000000 Penalty: 3971.415283
	Iteration 9Q: 3 clusters Score -2.319843e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79870 members 
Mstep: Class 2 contains 122882 members 
Entering Unmasked Estep 
Score: -23198494.000000 Penalty: 3971.415283
	Iteration 10Q: 3 clusters Score -2.319849e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83105 members 
Mstep: Class 2 contains 119647 members 
Entering Unmasked Estep 
Score: -23198654.000000 Penalty: 3971.415283
	Iteration 11Q: 3 clusters Score -2.319865e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86728 members 
Mstep: Class 2 contains 116024 members 
Entering Unmasked Estep 
Score: -23198860.000000 Penalty: 3971.415283
	Iteration 12Q: 3 clusters Score -2.319886e+07 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90777 members 
Mstep: Class 2 contains 111975 members 
Entering Unmasked Estep 
Score: -23199418.000000 Penalty: 3971.415283
	Iteration 13Q: 3 clusters Score -2.319942e+07 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94931 members 
Mstep: Class 2 contains 107821 members 
Entering Unmasked Estep 
Score: -23200232.000000 Penalty: 3971.415283
	Iteration 14Q: 3 clusters Score -2.320023e+07 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99108 members 
Mstep: Class 2 contains 103644 members 
Entering Unmasked Estep 
Score: -23200908.000000 Penalty: 3971.415283
	Iteration 15Q: 3 clusters Score -2.320091e+07 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103230 members 
Mstep: Class 2 contains 99522 members 
Entering Unmasked Estep 
Score: -23201696.000000 Penalty: 3971.415283
	Iteration 16Q: 3 clusters Score -2.32017e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106720 members 
Mstep: Class 2 contains 96032 members 
Entering Unmasked Estep 
Score: -23202336.000000 Penalty: 3971.415283
	Iteration 17Q: 3 clusters Score -2.320234e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109577 members 
Mstep: Class 2 contains 93175 members 
Entering Unmasked Estep 
Score: -23202794.000000 Penalty: 3971.415283
	Iteration 18Q: 3 clusters Score -2.320279e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111936 members 
Mstep: Class 2 contains 90816 members 
Entering Unmasked Estep 
Score: -23203258.000000 Penalty: 3971.415283
	Iteration 19Q: 3 clusters Score -2.320326e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113814 members 
Mstep: Class 2 contains 88938 members 
Entering Unmasked Estep 
Score: -23203658.000000 Penalty: 3971.415283
	Iteration 20F: 3 clusters Score -2.320366e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115626 members 
Mstep: Class 2 contains 87126 members 
Entering Unmasked Estep 
Score: -23204018.000000 Penalty: 3971.415283
	Iteration 21Q: 3 clusters Score -2.320402e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117487 members 
Mstep: Class 2 contains 85265 members 
Entering Unmasked Estep 
Score: -23204458.000000 Penalty: 3971.415283
	Iteration 22Q: 3 clusters Score -2.320446e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119348 members 
Mstep: Class 2 contains 83404 members 
Entering Unmasked Estep 
Score: -23205074.000000 Penalty: 3971.415283
	Iteration 23Q: 3 clusters Score -2.320507e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121215 members 
Mstep: Class 2 contains 81537 members 
Entering Unmasked Estep 
Score: -23205652.000000 Penalty: 3971.415283
	Iteration 24Q: 3 clusters Score -2.320565e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122960 members 
Mstep: Class 2 contains 79792 members 
Entering Unmasked Estep 
Score: -23206228.000000 Penalty: 3971.415283
	Iteration 25Q: 3 clusters Score -2.320623e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124730 members 
Mstep: Class 2 contains 78022 members 
Entering Unmasked Estep 
Score: -23206736.000000 Penalty: 3971.415283
	Iteration 26Q: 3 clusters Score -2.320674e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126582 members 
Mstep: Class 2 contains 76170 members 
Entering Unmasked Estep 
Score: -23207188.000000 Penalty: 3971.415283
	Iteration 27Q: 3 clusters Score -2.320719e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128525 members 
Mstep: Class 2 contains 74227 members 
Entering Unmasked Estep 
Score: -23207898.000000 Penalty: 3971.415283
	Iteration 28Q: 3 clusters Score -2.32079e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130612 members 
Mstep: Class 2 contains 72140 members 
Entering Unmasked Estep 
Score: -23208434.000000 Penalty: 3971.415283
	Iteration 29Q: 3 clusters Score -2.320843e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132767 members 
Mstep: Class 2 contains 69985 members 
Entering Unmasked Estep 
Score: -23208858.000000 Penalty: 3971.415283
	Iteration 30Q: 3 clusters Score -2.320886e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135027 members 
Mstep: Class 2 contains 67725 members 
Entering Unmasked Estep 
Score: -23209414.000000 Penalty: 3971.415283
	Iteration 31Q: 3 clusters Score -2.320941e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137351 members 
Mstep: Class 2 contains 65401 members 
Entering Unmasked Estep 
Score: -23209998.000000 Penalty: 3971.415283
	Iteration 32Q: 3 clusters Score -2.321e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139822 members 
Mstep: Class 2 contains 62930 members 
Entering Unmasked Estep 
Score: -23210496.000000 Penalty: 3971.415283
	Iteration 33Q: 3 clusters Score -2.32105e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142310 members 
Mstep: Class 2 contains 60442 members 
Entering Unmasked Estep 
Score: -23211128.000000 Penalty: 3971.415283
	Iteration 34Q: 3 clusters Score -2.321113e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145017 members 
Mstep: Class 2 contains 57735 members 
Entering Unmasked Estep 
Score: -23211746.000000 Penalty: 3971.415283
	Iteration 35Q: 3 clusters Score -2.321175e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147806 members 
Mstep: Class 2 contains 54946 members 
Entering Unmasked Estep 
Score: -23212198.000000 Penalty: 3971.415283
	Iteration 36Q: 3 clusters Score -2.32122e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150617 members 
Mstep: Class 2 contains 52135 members 
Entering Unmasked Estep 
Score: -23212854.000000 Penalty: 3971.415283
	Iteration 37Q: 3 clusters Score -2.321285e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153408 members 
Mstep: Class 2 contains 49344 members 
Entering Unmasked Estep 
Score: -23213220.000000 Penalty: 3971.415283
	Iteration 38Q: 3 clusters Score -2.321322e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156220 members 
Mstep: Class 2 contains 46532 members 
Entering Unmasked Estep 
Score: -23213598.000000 Penalty: 3971.415283
	Iteration 39Q: 3 clusters Score -2.32136e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159032 members 
Mstep: Class 2 contains 43720 members 
Entering Unmasked Estep 
Score: -23214044.000000 Penalty: 3971.415283
	Iteration 40F: 3 clusters Score -2.321404e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161956 members 
Mstep: Class 2 contains 40796 members 
Entering Unmasked Estep 
Score: -23214498.000000 Penalty: 3971.415283
	Iteration 41Q: 3 clusters Score -2.32145e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164925 members 
Mstep: Class 2 contains 37827 members 
Entering Unmasked Estep 
Score: -23214662.000000 Penalty: 3971.415283
	Iteration 42Q: 3 clusters Score -2.321466e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168060 members 
Mstep: Class 2 contains 34692 members 
Entering Unmasked Estep 
Score: -23214766.000000 Penalty: 3971.415283
	Iteration 43Q: 3 clusters Score -2.321477e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171263 members 
Mstep: Class 2 contains 31489 members 
Entering Unmasked Estep 
Score: -23214660.000000 Penalty: 3971.415283
	Iteration 44Q: 3 clusters Score -2.321466e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174416 members 
Mstep: Class 2 contains 28336 members 
Entering Unmasked Estep 
Score: -23214520.000000 Penalty: 3971.415283
	Iteration 45Q: 3 clusters Score -2.321452e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177267 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -23214164.000000 Penalty: 3971.415283
	Iteration 46Q: 3 clusters Score -2.321416e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179926 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -23213988.000000 Penalty: 3971.415283
	Iteration 47Q: 3 clusters Score -2.321399e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182394 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -23213918.000000 Penalty: 3971.415283
	Iteration 48Q: 3 clusters Score -2.321392e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184637 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -23213784.000000 Penalty: 3971.415283
	Iteration 49Q: 3 clusters Score -2.321378e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186619 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -23213670.000000 Penalty: 3971.415283
	Iteration 50Q: 3 clusters Score -2.321367e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188430 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -23213304.000000 Penalty: 3971.415283
	Iteration 51Q: 3 clusters Score -2.32133e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190022 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -23212814.000000 Penalty: 3971.415283
	Iteration 52Q: 3 clusters Score -2.321281e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191443 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -23212058.000000 Penalty: 3971.415283
	Iteration 53Q: 3 clusters Score -2.321206e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192734 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -23211344.000000 Penalty: 3971.415283
	Iteration 54Q: 3 clusters Score -2.321134e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193875 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -23210912.000000 Penalty: 3971.415283
	Iteration 55Q: 3 clusters Score -2.321091e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194819 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -23210530.000000 Penalty: 3971.415283
	Iteration 56Q: 3 clusters Score -2.321053e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195639 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -23210196.000000 Penalty: 3971.415283
	Iteration 57Q: 3 clusters Score -2.32102e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196368 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -23209886.000000 Penalty: 3971.415283
	Iteration 58Q: 3 clusters Score -2.320989e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196993 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -23209538.000000 Penalty: 3971.415283
	Iteration 59Q: 3 clusters Score -2.320954e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197482 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -23209372.000000 Penalty: 3971.415283
	Iteration 60F: 3 clusters Score -2.320937e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197900 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -23209246.000000 Penalty: 3971.415283
	Iteration 61Q: 3 clusters Score -2.320925e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198261 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -23209028.000000 Penalty: 3971.415283
	Iteration 62Q: 3 clusters Score -2.320903e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198573 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -23208752.000000 Penalty: 3971.415283
	Iteration 63Q: 3 clusters Score -2.320875e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198828 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -23208592.000000 Penalty: 3971.415283
	Iteration 64Q: 3 clusters Score -2.320859e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199020 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -23208504.000000 Penalty: 3971.415283
	Iteration 65Q: 3 clusters Score -2.32085e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199201 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -23208362.000000 Penalty: 3971.415283
	Iteration 66Q: 3 clusters Score -2.320836e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199360 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -23208220.000000 Penalty: 3971.415283
	Iteration 67Q: 3 clusters Score -2.320822e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199490 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -23208120.000000 Penalty: 3971.415283
	Iteration 68Q: 3 clusters Score -2.320812e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199599 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -23208086.000000 Penalty: 3971.415283
	Iteration 69Q: 3 clusters Score -2.320809e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199699 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -23208036.000000 Penalty: 3971.415283
	Iteration 70Q: 3 clusters Score -2.320804e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199813 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -23207944.000000 Penalty: 3971.415283
	Iteration 71Q: 3 clusters Score -2.320794e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199917 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -23207882.000000 Penalty: 3971.415283
	Iteration 72Q: 3 clusters Score -2.320788e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200012 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -23207856.000000 Penalty: 3971.415283
	Iteration 73Q: 3 clusters Score -2.320786e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200102 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -23207748.000000 Penalty: 3971.415283
	Iteration 74Q: 3 clusters Score -2.320775e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200192 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -23207698.000000 Penalty: 3971.415283
	Iteration 75Q: 3 clusters Score -2.32077e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200270 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -23207660.000000 Penalty: 3971.415283
	Iteration 76Q: 3 clusters Score -2.320766e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200354 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -23207644.000000 Penalty: 3971.415283
	Iteration 77Q: 3 clusters Score -2.320764e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200418 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -23207628.000000 Penalty: 3971.415283
	Iteration 78Q: 3 clusters Score -2.320763e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200478 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -23207580.000000 Penalty: 3971.415283
	Iteration 79Q: 3 clusters Score -2.320758e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200527 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -23207560.000000 Penalty: 3971.415283
	Iteration 80F: 3 clusters Score -2.320756e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200573 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -23207508.000000 Penalty: 3971.415283
	Iteration 81Q: 3 clusters Score -2.320751e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200625 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -23207516.000000 Penalty: 3971.415283
	Iteration 82Q: 3 clusters Score -2.320752e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200662 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -23207492.000000 Penalty: 3971.415283
	Iteration 83Q: 3 clusters Score -2.320749e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200705 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -23207482.000000 Penalty: 3971.415283
	Iteration 84Q: 3 clusters Score -2.320748e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200743 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -23207456.000000 Penalty: 3971.415283
	Iteration 85Q: 3 clusters Score -2.320746e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200783 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -23207472.000000 Penalty: 3971.415283
	Iteration 86Q: 3 clusters Score -2.320747e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200815 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -23207484.000000 Penalty: 3971.415283
	Iteration 87Q: 3 clusters Score -2.320748e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200850 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -23207472.000000 Penalty: 3971.415283
	Iteration 88Q: 3 clusters Score -2.320747e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200865 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -23207522.000000 Penalty: 3971.415283
	Iteration 89Q: 3 clusters Score -2.320752e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200872 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -23207592.000000 Penalty: 3971.415283
	Iteration 90Q: 3 clusters Score -2.320759e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200869 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -23207598.000000 Penalty: 3971.415283
	Iteration 91Q: 3 clusters Score -2.32076e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200878 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -23207654.000000 Penalty: 3971.415283
	Iteration 92Q: 3 clusters Score -2.320765e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200892 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -23207658.000000 Penalty: 3971.415283
	Iteration 93Q: 3 clusters Score -2.320766e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200906 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -23207662.000000 Penalty: 3971.415283
	Iteration 94Q: 3 clusters Score -2.320766e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200908 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -23207680.000000 Penalty: 3971.415283
	Iteration 95Q: 3 clusters Score -2.320768e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200907 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -23207714.000000 Penalty: 3971.415283
	Iteration 96Q: 3 clusters Score -2.320771e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200906 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -23207720.000000 Penalty: 3971.415283
	Iteration 97Q: 3 clusters Score -2.320772e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200900 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -23207742.000000 Penalty: 3971.415283
	Iteration 98Q: 3 clusters Score -2.320774e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200901 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -23207738.000000 Penalty: 3971.415283
	Iteration 99Q: 3 clusters Score -2.320774e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200895 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -23207748.000000 Penalty: 3971.415283
	Iteration 100F: 3 clusters Score -2.320775e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200884 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -23207740.000000 Penalty: 3971.415283
	Iteration 101Q: 3 clusters Score -2.320774e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200875 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -23207774.000000 Penalty: 3971.415283
	Iteration 102Q: 3 clusters Score -2.320777e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200868 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -23207790.000000 Penalty: 3971.415283
	Iteration 103Q: 3 clusters Score -2.320779e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200865 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -23207802.000000 Penalty: 3971.415283
	Iteration 104Q: 3 clusters Score -2.32078e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200863 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -23207772.000000 Penalty: 3971.415283
	Iteration 105Q: 3 clusters Score -2.320777e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200854 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -23207810.000000 Penalty: 3971.415283
	Iteration 106Q: 3 clusters Score -2.320781e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200838 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -23207844.000000 Penalty: 3971.415283
	Iteration 107Q: 3 clusters Score -2.320784e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200820 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -23207850.000000 Penalty: 3971.415283
	Iteration 108Q: 3 clusters Score -2.320785e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200807 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -23207858.000000 Penalty: 3971.415283
	Iteration 109Q: 3 clusters Score -2.320786e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200802 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -23207856.000000 Penalty: 3971.415283
	Iteration 110Q: 3 clusters Score -2.320786e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200801 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -23207868.000000 Penalty: 3971.415283
	Iteration 111Q: 3 clusters Score -2.320787e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200792 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -23207892.000000 Penalty: 3971.415283
	Iteration 112Q: 3 clusters Score -2.320789e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200788 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -23207894.000000 Penalty: 3971.415283
	Iteration 113Q: 3 clusters Score -2.320789e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200780 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -23207894.000000 Penalty: 3971.415283
	Iteration 114Q: 3 clusters Score -2.320789e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200770 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -23207922.000000 Penalty: 3971.415283
	Iteration 115Q: 3 clusters Score -2.320792e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200770 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -23207912.000000 Penalty: 3971.415283
	Iteration 116Q: 3 clusters Score -2.320791e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200766 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -23207950.000000 Penalty: 3971.415283
	Iteration 117Q: 3 clusters Score -2.320795e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200765 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -23207928.000000 Penalty: 3971.415283
	Iteration 118Q: 3 clusters Score -2.320793e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200761 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -23207926.000000 Penalty: 3971.415283
	Iteration 119Q: 3 clusters Score -2.320793e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200754 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -23207948.000000 Penalty: 3971.415283
	Iteration 120F: 3 clusters Score -2.320795e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200744 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -23207944.000000 Penalty: 3971.415283
	Iteration 121Q: 3 clusters Score -2.320794e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200737 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -23207960.000000 Penalty: 3971.415283
	Iteration 122Q: 3 clusters Score -2.320796e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200728 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -23207956.000000 Penalty: 3971.415283
	Iteration 123Q: 3 clusters Score -2.320796e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200718 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -23207962.000000 Penalty: 3971.415283
	Iteration 124Q: 3 clusters Score -2.320796e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200710 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -23207970.000000 Penalty: 3971.415283
	Iteration 125Q: 3 clusters Score -2.320797e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200706 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -23207960.000000 Penalty: 3971.415283
	Iteration 126Q: 3 clusters Score -2.320796e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200699 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -23207952.000000 Penalty: 3971.415283
	Iteration 127Q: 3 clusters Score -2.320795e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200695 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -23207970.000000 Penalty: 3971.415283
	Iteration 128Q: 3 clusters Score -2.320797e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200686 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -23208002.000000 Penalty: 3971.415283
	Iteration 129Q: 3 clusters Score -2.3208e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200676 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -23208014.000000 Penalty: 3971.415283
	Iteration 130Q: 3 clusters Score -2.320801e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200671 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -23208020.000000 Penalty: 3971.415283
	Iteration 131Q: 3 clusters Score -2.320802e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200670 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -23208024.000000 Penalty: 3971.415283
	Iteration 132Q: 3 clusters Score -2.320802e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200665 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -23208036.000000 Penalty: 3971.415283
	Iteration 133Q: 3 clusters Score -2.320804e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200657 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -23208044.000000 Penalty: 3971.415283
	Iteration 134Q: 3 clusters Score -2.320804e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200651 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -23208052.000000 Penalty: 3971.415283
	Iteration 135Q: 3 clusters Score -2.320805e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200651 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -23208036.000000 Penalty: 3971.415283
	Iteration 136Q: 3 clusters Score -2.320804e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200652 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -23208032.000000 Penalty: 3971.415283
	Iteration 137Q: 3 clusters Score -2.320803e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200650 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -23208040.000000 Penalty: 3971.415283
	Iteration 138Q: 3 clusters Score -2.320804e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200646 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -23208046.000000 Penalty: 3971.415283
	Iteration 139Q: 3 clusters Score -2.320805e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200644 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -23208048.000000 Penalty: 3971.415283
	Iteration 140F: 3 clusters Score -2.320805e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200644 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -23208050.000000 Penalty: 3971.415283
	Iteration 141Q: 3 clusters Score -2.320805e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200643 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -23208058.000000 Penalty: 3971.415283
	Iteration 142Q: 3 clusters Score -2.320806e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200643 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -23208058.000000 Penalty: 3971.415283
	Iteration 143F: 3 clusters Score -2.320806e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 200643 members 
Mstep: Class 3 contains 99834 members 
Mstep: Class 4 contains 43254 members 
Mstep: Class 5 contains 109640 members 
Mstep: Class 6 contains 58917 members 
Mstep: Class 7 contains 133558 members 
Mstep: Class 8 contains 30822 members 
Mstep: Class 9 contains 36165 members 
Mstep: Class 10 contains 9726 members 
Mstep: Class 11 contains 875 members 
Mstep: Class 12 contains 924 members 
Mstep: Class 13 contains 7177 members 
Mstep: Class 14 contains 1833 members 
Mstep: Class 15 contains 10229 members 
Mstep: Class 16 contains 78763 members 
Mstep: Class 17 contains 119814 members 
Mstep: Class 18 contains 129235 members 
Mstep: Class 19 contains 3694 members 
Mstep: Class 20 contains 94533 members 
Mstep: Class 21 contains 33563 members 
Mstep: Class 22 contains 135667 members 
Mstep: Class 23 contains 23407 members 
Mstep: Class 24 contains 4468 members 
Mstep: Class 25 contains 1684 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 2403 members 
Mstep: Class 28 contains 109117 members 
Mstep: Class 29 contains 4498 members 
Mstep: Class 30 contains 122961 members 
Mstep: Class 31 contains 94275 members 
Mstep: Class 32 contains 2109 members 
Entering Unmasked Estep 
Score: -194615712.000000 Penalty: 74669.453125
Splitting cluster 2 changes total score from -194613056.000000 to -194615712.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 3 (99834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99834 members 
Entering Unmasked Estep 
Score: -11848926.000000 Penalty: 1870.580322
	Iteration 0F: 2 clusters Score -1.184893e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49870 members 
Mstep: Class 2 contains 49964 members 
Entering Unmasked Estep 
Score: -11783081.000000 Penalty: 3741.160645
	Iteration 0F: 3 clusters Score -1.178308e+07 nChanged 47944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49218 members 
Mstep: Class 2 contains 50616 members 
Entering Unmasked Estep 
Score: -11810876.000000 Penalty: 3741.160645
	Iteration 1F: 3 clusters Score -1.181088e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48906 members 
Mstep: Class 2 contains 50928 members 
Entering Unmasked Estep 
Score: -11811675.000000 Penalty: 3741.160645
	Iteration 2Q: 3 clusters Score -1.181168e+07 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48508 members 
Mstep: Class 2 contains 51326 members 
Entering Unmasked Estep 
Score: -11812722.000000 Penalty: 3741.160645
	Iteration 3Q: 3 clusters Score -1.181272e+07 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47941 members 
Mstep: Class 2 contains 51893 members 
Entering Unmasked Estep 
Score: -11814221.000000 Penalty: 3741.160645
	Iteration 4Q: 3 clusters Score -1.181422e+07 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47150 members 
Mstep: Class 2 contains 52684 members 
Entering Unmasked Estep 
Score: -11816328.000000 Penalty: 3741.160645
	Iteration 5Q: 3 clusters Score -1.181633e+07 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45912 members 
Mstep: Class 2 contains 53922 members 
Entering Unmasked Estep 
Score: -11819116.000000 Penalty: 3741.160645
	Iteration 6F: 3 clusters Score -1.181912e+07 nChanged 5824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44056 members 
Mstep: Class 2 contains 55778 members 
Entering Unmasked Estep 
Score: -11822749.000000 Penalty: 3741.160645
	Iteration 7F: 3 clusters Score -1.182275e+07 nChanged 6043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41669 members 
Mstep: Class 2 contains 58165 members 
Entering Unmasked Estep 
Score: -11827022.000000 Penalty: 3741.160645
	Iteration 8F: 3 clusters Score -1.182702e+07 nChanged 5990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39209 members 
Mstep: Class 2 contains 60625 members 
Entering Unmasked Estep 
Score: -11831195.000000 Penalty: 3741.160645
	Iteration 9F: 3 clusters Score -1.18312e+07 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37274 members 
Mstep: Class 2 contains 62560 members 
Entering Unmasked Estep 
Score: -11834480.000000 Penalty: 3741.160645
	Iteration 10F: 3 clusters Score -1.183448e+07 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35736 members 
Mstep: Class 2 contains 64098 members 
Entering Unmasked Estep 
Score: -11836821.000000 Penalty: 3741.160645
	Iteration 11Q: 3 clusters Score -1.183682e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 65377 members 
Entering Unmasked Estep 
Score: -11838172.000000 Penalty: 3741.160645
	Iteration 12Q: 3 clusters Score -1.183817e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33283 members 
Mstep: Class 2 contains 66551 members 
Entering Unmasked Estep 
Score: -11839088.000000 Penalty: 3741.160645
	Iteration 13Q: 3 clusters Score -1.183909e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32237 members 
Mstep: Class 2 contains 67597 members 
Entering Unmasked Estep 
Score: -11839826.000000 Penalty: 3741.160645
	Iteration 14Q: 3 clusters Score -1.183983e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31181 members 
Mstep: Class 2 contains 68653 members 
Entering Unmasked Estep 
Score: -11840464.000000 Penalty: 3741.160645
	Iteration 15Q: 3 clusters Score -1.184046e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30155 members 
Mstep: Class 2 contains 69679 members 
Entering Unmasked Estep 
Score: -11841000.000000 Penalty: 3741.160645
	Iteration 16Q: 3 clusters Score -1.1841e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 70755 members 
Entering Unmasked Estep 
Score: -11841572.000000 Penalty: 3741.160645
	Iteration 17Q: 3 clusters Score -1.184157e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 71799 members 
Entering Unmasked Estep 
Score: -11841997.000000 Penalty: 3741.160645
	Iteration 18Q: 3 clusters Score -1.1842e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 72844 members 
Entering Unmasked Estep 
Score: -11842381.000000 Penalty: 3741.160645
	Iteration 19Q: 3 clusters Score -1.184238e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 73836 members 
Entering Unmasked Estep 
Score: -11842720.000000 Penalty: 3741.160645
	Iteration 20F: 3 clusters Score -1.184272e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 74812 members 
Entering Unmasked Estep 
Score: -11843011.000000 Penalty: 3741.160645
	Iteration 21Q: 3 clusters Score -1.184301e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 75729 members 
Entering Unmasked Estep 
Score: -11843318.000000 Penalty: 3741.160645
	Iteration 22Q: 3 clusters Score -1.184332e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 76654 members 
Entering Unmasked Estep 
Score: -11843539.000000 Penalty: 3741.160645
	Iteration 23Q: 3 clusters Score -1.184354e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 77577 members 
Entering Unmasked Estep 
Score: -11843746.000000 Penalty: 3741.160645
	Iteration 24Q: 3 clusters Score -1.184375e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 78533 members 
Entering Unmasked Estep 
Score: -11843944.000000 Penalty: 3741.160645
	Iteration 25Q: 3 clusters Score -1.184394e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 79464 members 
Entering Unmasked Estep 
Score: -11844276.000000 Penalty: 3741.160645
	Iteration 26Q: 3 clusters Score -1.184428e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 80371 members 
Entering Unmasked Estep 
Score: -11844438.000000 Penalty: 3741.160645
	Iteration 27Q: 3 clusters Score -1.184444e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 81272 members 
Entering Unmasked Estep 
Score: -11844623.000000 Penalty: 3741.160645
	Iteration 28Q: 3 clusters Score -1.184462e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 82149 members 
Entering Unmasked Estep 
Score: -11844792.000000 Penalty: 3741.160645
	Iteration 29Q: 3 clusters Score -1.184479e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 82959 members 
Entering Unmasked Estep 
Score: -11844957.000000 Penalty: 3741.160645
	Iteration 30Q: 3 clusters Score -1.184496e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 83729 members 
Entering Unmasked Estep 
Score: -11845079.000000 Penalty: 3741.160645
	Iteration 31Q: 3 clusters Score -1.184508e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 84472 members 
Entering Unmasked Estep 
Score: -11845229.000000 Penalty: 3741.160645
	Iteration 32Q: 3 clusters Score -1.184523e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 85234 members 
Entering Unmasked Estep 
Score: -11845320.000000 Penalty: 3741.160645
	Iteration 33Q: 3 clusters Score -1.184532e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 86003 members 
Entering Unmasked Estep 
Score: -11845409.000000 Penalty: 3741.160645
	Iteration 34Q: 3 clusters Score -1.184541e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 86784 members 
Entering Unmasked Estep 
Score: -11845517.000000 Penalty: 3741.160645
	Iteration 35Q: 3 clusters Score -1.184552e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 87542 members 
Entering Unmasked Estep 
Score: -11845694.000000 Penalty: 3741.160645
	Iteration 36Q: 3 clusters Score -1.184569e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 88283 members 
Entering Unmasked Estep 
Score: -11845946.000000 Penalty: 3741.160645
	Iteration 37Q: 3 clusters Score -1.184595e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 88956 members 
Entering Unmasked Estep 
Score: -11846122.000000 Penalty: 3741.160645
	Iteration 38Q: 3 clusters Score -1.184612e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 89598 members 
Entering Unmasked Estep 
Score: -11846264.000000 Penalty: 3741.160645
	Iteration 39Q: 3 clusters Score -1.184626e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 90223 members 
Entering Unmasked Estep 
Score: -11846374.000000 Penalty: 3741.160645
	Iteration 40F: 3 clusters Score -1.184637e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 90837 members 
Entering Unmasked Estep 
Score: -11846482.000000 Penalty: 3741.160645
	Iteration 41Q: 3 clusters Score -1.184648e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 91470 members 
Entering Unmasked Estep 
Score: -11846622.000000 Penalty: 3741.160645
	Iteration 42Q: 3 clusters Score -1.184662e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 92065 members 
Entering Unmasked Estep 
Score: -11846744.000000 Penalty: 3741.160645
	Iteration 43Q: 3 clusters Score -1.184674e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 92655 members 
Entering Unmasked Estep 
Score: -11846824.000000 Penalty: 3741.160645
	Iteration 44Q: 3 clusters Score -1.184682e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 93227 members 
Entering Unmasked Estep 
Score: -11846951.000000 Penalty: 3741.160645
	Iteration 45Q: 3 clusters Score -1.184695e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 93736 members 
Entering Unmasked Estep 
Score: -11847032.000000 Penalty: 3741.160645
	Iteration 46Q: 3 clusters Score -1.184703e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 94197 members 
Entering Unmasked Estep 
Score: -11847172.000000 Penalty: 3741.160645
	Iteration 47Q: 3 clusters Score -1.184717e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 94631 members 
Entering Unmasked Estep 
Score: -11847243.000000 Penalty: 3741.160645
	Iteration 48Q: 3 clusters Score -1.184724e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 95041 members 
Entering Unmasked Estep 
Score: -11847312.000000 Penalty: 3741.160645
	Iteration 49Q: 3 clusters Score -1.184731e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 95429 members 
Entering Unmasked Estep 
Score: -11847410.000000 Penalty: 3741.160645
	Iteration 50Q: 3 clusters Score -1.184741e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 95797 members 
Entering Unmasked Estep 
Score: -11847518.000000 Penalty: 3741.160645
	Iteration 51Q: 3 clusters Score -1.184752e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 96141 members 
Entering Unmasked Estep 
Score: -11847627.000000 Penalty: 3741.160645
	Iteration 52Q: 3 clusters Score -1.184763e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 96432 members 
Entering Unmasked Estep 
Score: -11847763.000000 Penalty: 3741.160645
	Iteration 53Q: 3 clusters Score -1.184776e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 96664 members 
Entering Unmasked Estep 
Score: -11847855.000000 Penalty: 3741.160645
	Iteration 54Q: 3 clusters Score -1.184786e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 96883 members 
Entering Unmasked Estep 
Score: -11847905.000000 Penalty: 3741.160645
	Iteration 55Q: 3 clusters Score -1.18479e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 97059 members 
Entering Unmasked Estep 
Score: -11848008.000000 Penalty: 3741.160645
	Iteration 56Q: 3 clusters Score -1.184801e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 97191 members 
Entering Unmasked Estep 
Score: -11848030.000000 Penalty: 3741.160645
	Iteration 57Q: 3 clusters Score -1.184803e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 97299 members 
Entering Unmasked Estep 
Score: -11848096.000000 Penalty: 3741.160645
	Iteration 58Q: 3 clusters Score -1.18481e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 97402 members 
Entering Unmasked Estep 
Score: -11848132.000000 Penalty: 3741.160645
	Iteration 59Q: 3 clusters Score -1.184813e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 97479 members 
Entering Unmasked Estep 
Score: -11848129.000000 Penalty: 3741.160645
	Iteration 60F: 3 clusters Score -1.184813e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 97521 members 
Entering Unmasked Estep 
Score: -11848142.000000 Penalty: 3741.160645
	Iteration 61Q: 3 clusters Score -1.184814e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 97552 members 
Entering Unmasked Estep 
Score: -11848150.000000 Penalty: 3741.160645
	Iteration 62Q: 3 clusters Score -1.184815e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 97575 members 
Entering Unmasked Estep 
Score: -11848141.000000 Penalty: 3741.160645
	Iteration 63Q: 3 clusters Score -1.184814e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 97608 members 
Entering Unmasked Estep 
Score: -11848143.000000 Penalty: 3741.160645
	Iteration 64Q: 3 clusters Score -1.184814e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 97632 members 
Entering Unmasked Estep 
Score: -11848159.000000 Penalty: 3741.160645
	Iteration 65Q: 3 clusters Score -1.184816e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 97646 members 
Entering Unmasked Estep 
Score: -11848165.000000 Penalty: 3741.160645
	Iteration 66Q: 3 clusters Score -1.184816e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 97658 members 
Entering Unmasked Estep 
Score: -11848161.000000 Penalty: 3741.160645
	Iteration 67Q: 3 clusters Score -1.184816e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 97664 members 
Entering Unmasked Estep 
Score: -11848159.000000 Penalty: 3741.160645
	Iteration 68Q: 3 clusters Score -1.184816e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 97670 members 
Entering Unmasked Estep 
Score: -11848162.000000 Penalty: 3741.160645
	Iteration 69Q: 3 clusters Score -1.184816e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 97676 members 
Entering Unmasked Estep 
Score: -11848154.000000 Penalty: 3741.160645
	Iteration 70Q: 3 clusters Score -1.184815e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 97681 members 
Entering Unmasked Estep 
Score: -11848150.000000 Penalty: 3741.160645
	Iteration 71Q: 3 clusters Score -1.184815e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 97684 members 
Entering Unmasked Estep 
Score: -11848152.000000 Penalty: 3741.160645
	Iteration 72Q: 3 clusters Score -1.184815e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 97687 members 
Entering Unmasked Estep 
Score: -11848157.000000 Penalty: 3741.160645
	Iteration 73Q: 3 clusters Score -1.184816e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 97687 members 
Entering Unmasked Estep 
Score: -11848153.000000 Penalty: 3741.160645
	Iteration 74Q: 3 clusters Score -1.184815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 97687 members 
Entering Unmasked Estep 
Score: -11848151.000000 Penalty: 3741.160645
	Iteration 75Q: 3 clusters Score -1.184815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 97690 members 
Entering Unmasked Estep 
Score: -11848144.000000 Penalty: 3741.160645
	Iteration 76Q: 3 clusters Score -1.184814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 97692 members 
Entering Unmasked Estep 
Score: -11848151.000000 Penalty: 3741.160645
	Iteration 77Q: 3 clusters Score -1.184815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 97695 members 
Entering Unmasked Estep 
Score: -11848150.000000 Penalty: 3741.160645
	Iteration 78Q: 3 clusters Score -1.184815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 97695 members 
Entering Unmasked Estep 
Score: -11848151.000000 Penalty: 3741.160645
	Iteration 79Q: 3 clusters Score -1.184815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 97695 members 
Entering Unmasked Estep 
Score: -11848148.000000 Penalty: 3741.160645
	Iteration 80F: 3 clusters Score -1.184815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 97696 members 
Entering Unmasked Estep 
Score: -11848153.000000 Penalty: 3741.160645
	Iteration 81Q: 3 clusters Score -1.184815e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 97700 members 
Entering Unmasked Estep 
Score: -11848159.000000 Penalty: 3741.160645
	Iteration 82Q: 3 clusters Score -1.184816e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 97702 members 
Entering Unmasked Estep 
Score: -11848165.000000 Penalty: 3741.160645
	Iteration 83Q: 3 clusters Score -1.184816e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 97703 members 
Entering Unmasked Estep 
Score: -11848166.000000 Penalty: 3741.160645
	Iteration 84Q: 3 clusters Score -1.184817e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 97703 members 
Entering Unmasked Estep 
Score: -11848167.000000 Penalty: 3741.160645
	Iteration 85Q: 3 clusters Score -1.184817e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 97706 members 
Entering Unmasked Estep 
Score: -11848166.000000 Penalty: 3741.160645
	Iteration 86Q: 3 clusters Score -1.184817e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 97711 members 
Entering Unmasked Estep 
Score: -11848161.000000 Penalty: 3741.160645
	Iteration 87Q: 3 clusters Score -1.184816e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 97715 members 
Entering Unmasked Estep 
Score: -11848164.000000 Penalty: 3741.160645
	Iteration 88Q: 3 clusters Score -1.184816e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 97717 members 
Entering Unmasked Estep 
Score: -11848153.000000 Penalty: 3741.160645
	Iteration 89Q: 3 clusters Score -1.184815e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 97718 members 
Entering Unmasked Estep 
Score: -11848158.000000 Penalty: 3741.160645
	Iteration 90Q: 3 clusters Score -1.184816e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 97719 members 
Entering Unmasked Estep 
Score: -11848154.000000 Penalty: 3741.160645
	Iteration 91Q: 3 clusters Score -1.184815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 97719 members 
Entering Unmasked Estep 
Score: -11848161.000000 Penalty: 3741.160645
	Iteration 92Q: 3 clusters Score -1.184816e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 97720 members 
Entering Unmasked Estep 
Score: -11848155.000000 Penalty: 3741.160645
	Iteration 93Q: 3 clusters Score -1.184816e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 97722 members 
Entering Unmasked Estep 
Score: -11848159.000000 Penalty: 3741.160645
	Iteration 94Q: 3 clusters Score -1.184816e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 97723 members 
Entering Unmasked Estep 
Score: -11848159.000000 Penalty: 3741.160645
	Iteration 95Q: 3 clusters Score -1.184816e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 97724 members 
Entering Unmasked Estep 
Score: -11848162.000000 Penalty: 3741.160645
	Iteration 96Q: 3 clusters Score -1.184816e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 97725 members 
Entering Unmasked Estep 
Score: -11848155.000000 Penalty: 3741.160645
	Iteration 97Q: 3 clusters Score -1.184816e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 97727 members 
Entering Unmasked Estep 
Score: -11848156.000000 Penalty: 3741.160645
	Iteration 98Q: 3 clusters Score -1.184816e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 97727 members 
Entering Unmasked Estep 
Score: -11848156.000000 Penalty: 3741.160645
	Iteration 99F: 3 clusters Score -1.184816e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (43254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43254 members 
Entering Unmasked Estep 
Score: -5046793.500000 Penalty: 1734.662231
	Iteration 0F: 2 clusters Score -5046794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -5017766.000000 Penalty: 3469.324463
	Iteration 0F: 3 clusters Score -5017766 nChanged 20319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -5029453.500000 Penalty: 3469.324463
	Iteration 1F: 3 clusters Score -5029454 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -5030466.000000 Penalty: 3469.324463
	Iteration 2F: 3 clusters Score -5030466 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -5032041.500000 Penalty: 3469.324463
	Iteration 3F: 3 clusters Score -5032042 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -5034413.500000 Penalty: 3469.324463
	Iteration 4F: 3 clusters Score -5034414 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 31438 members 
Entering Unmasked Estep 
Score: -5037645.000000 Penalty: 3469.324463
	Iteration 5F: 3 clusters Score -5037645 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 33602 members 
Entering Unmasked Estep 
Score: -5040990.500000 Penalty: 3469.324463
	Iteration 6F: 3 clusters Score -5040990 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
Score: -5043323.500000 Penalty: 3469.324463
	Iteration 7F: 3 clusters Score -5043324 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 35187 members 
Entering Unmasked Estep 
Score: -5044089.500000 Penalty: 3469.324463
	Iteration 8Q: 3 clusters Score -5044090 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 35523 members 
Entering Unmasked Estep 
Score: -5044409.500000 Penalty: 3469.324463
	Iteration 9Q: 3 clusters Score -5044410 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 35799 members 
Entering Unmasked Estep 
Score: -5044608.000000 Penalty: 3469.324463
	Iteration 10Q: 3 clusters Score -5044608 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 36025 members 
Entering Unmasked Estep 
Score: -5044748.500000 Penalty: 3469.324463
	Iteration 11Q: 3 clusters Score -5044748 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 36226 members 
Entering Unmasked Estep 
Score: -5044849.000000 Penalty: 3469.324463
	Iteration 12Q: 3 clusters Score -5044849 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
Score: -5044903.500000 Penalty: 3469.324463
	Iteration 13Q: 3 clusters Score -5044904 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 36523 members 
Entering Unmasked Estep 
Score: -5044949.000000 Penalty: 3469.324463
	Iteration 14Q: 3 clusters Score -5044949 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 36651 members 
Entering Unmasked Estep 
Score: -5044992.000000 Penalty: 3469.324463
	Iteration 15Q: 3 clusters Score -5044992 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 36751 members 
Entering Unmasked Estep 
Score: -5044996.000000 Penalty: 3469.324463
	Iteration 16Q: 3 clusters Score -5044996 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 36851 members 
Entering Unmasked Estep 
Score: -5045029.500000 Penalty: 3469.324463
	Iteration 17Q: 3 clusters Score -5045030 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 36936 members 
Entering Unmasked Estep 
Score: -5045056.000000 Penalty: 3469.324463
	Iteration 18Q: 3 clusters Score -5045056 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 37027 members 
Entering Unmasked Estep 
Score: -5045066.000000 Penalty: 3469.324463
	Iteration 19Q: 3 clusters Score -5045066 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 37092 members 
Entering Unmasked Estep 
Score: -5045080.500000 Penalty: 3469.324463
	Iteration 20F: 3 clusters Score -5045080 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 37157 members 
Entering Unmasked Estep 
Score: -5045097.500000 Penalty: 3469.324463
	Iteration 21Q: 3 clusters Score -5045098 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 37207 members 
Entering Unmasked Estep 
Score: -5045113.500000 Penalty: 3469.324463
	Iteration 22Q: 3 clusters Score -5045114 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 37269 members 
Entering Unmasked Estep 
Score: -5045117.000000 Penalty: 3469.324463
	Iteration 23Q: 3 clusters Score -5045117 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 37326 members 
Entering Unmasked Estep 
Score: -5045134.500000 Penalty: 3469.324463
	Iteration 24Q: 3 clusters Score -5045134 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 37379 members 
Entering Unmasked Estep 
Score: -5045132.000000 Penalty: 3469.324463
	Iteration 25Q: 3 clusters Score -5045132 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 37437 members 
Entering Unmasked Estep 
Score: -5045144.000000 Penalty: 3469.324463
	Iteration 26Q: 3 clusters Score -5045144 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 37476 members 
Entering Unmasked Estep 
Score: -5045150.000000 Penalty: 3469.324463
	Iteration 27Q: 3 clusters Score -5045150 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 37514 members 
Entering Unmasked Estep 
Score: -5045158.000000 Penalty: 3469.324463
	Iteration 28Q: 3 clusters Score -5045158 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 37546 members 
Entering Unmasked Estep 
Score: -5045161.500000 Penalty: 3469.324463
	Iteration 29Q: 3 clusters Score -5045162 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 37578 members 
Entering Unmasked Estep 
Score: -5045169.000000 Penalty: 3469.324463
	Iteration 30Q: 3 clusters Score -5045169 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 37607 members 
Entering Unmasked Estep 
Score: -5045180.500000 Penalty: 3469.324463
	Iteration 31Q: 3 clusters Score -5045180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 37626 members 
Entering Unmasked Estep 
Score: -5045190.000000 Penalty: 3469.324463
	Iteration 32Q: 3 clusters Score -5045190 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -5045179.500000 Penalty: 3469.324463
	Iteration 33Q: 3 clusters Score -5045180 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 37674 members 
Entering Unmasked Estep 
Score: -5045178.000000 Penalty: 3469.324463
	Iteration 34Q: 3 clusters Score -5045178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 37692 members 
Entering Unmasked Estep 
Score: -5045173.000000 Penalty: 3469.324463
	Iteration 35Q: 3 clusters Score -5045173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 37704 members 
Entering Unmasked Estep 
Score: -5045174.500000 Penalty: 3469.324463
	Iteration 36Q: 3 clusters Score -5045174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 37716 members 
Entering Unmasked Estep 
Score: -5045170.000000 Penalty: 3469.324463
	Iteration 37Q: 3 clusters Score -5045170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -5045180.000000 Penalty: 3469.324463
	Iteration 38Q: 3 clusters Score -5045180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 37753 members 
Entering Unmasked Estep 
Score: -5045177.000000 Penalty: 3469.324463
	Iteration 39Q: 3 clusters Score -5045177 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 37770 members 
Entering Unmasked Estep 
Score: -5045181.500000 Penalty: 3469.324463
	Iteration 40F: 3 clusters Score -5045182 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 37794 members 
Entering Unmasked Estep 
Score: -5045184.500000 Penalty: 3469.324463
	Iteration 41Q: 3 clusters Score -5045184 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 37818 members 
Entering Unmasked Estep 
Score: -5045189.500000 Penalty: 3469.324463
	Iteration 42Q: 3 clusters Score -5045190 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 37843 members 
Entering Unmasked Estep 
Score: -5045192.500000 Penalty: 3469.324463
	Iteration 43Q: 3 clusters Score -5045192 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 37870 members 
Entering Unmasked Estep 
Score: -5045192.500000 Penalty: 3469.324463
	Iteration 44Q: 3 clusters Score -5045192 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 37897 members 
Entering Unmasked Estep 
Score: -5045186.000000 Penalty: 3469.324463
	Iteration 45Q: 3 clusters Score -5045186 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 37924 members 
Entering Unmasked Estep 
Score: -5045191.000000 Penalty: 3469.324463
	Iteration 46Q: 3 clusters Score -5045191 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 37949 members 
Entering Unmasked Estep 
Score: -5045194.000000 Penalty: 3469.324463
	Iteration 47Q: 3 clusters Score -5045194 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 37978 members 
Entering Unmasked Estep 
Score: -5045210.500000 Penalty: 3469.324463
	Iteration 48Q: 3 clusters Score -5045210 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 38001 members 
Entering Unmasked Estep 
Score: -5045214.500000 Penalty: 3469.324463
	Iteration 49Q: 3 clusters Score -5045214 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 38027 members 
Entering Unmasked Estep 
Score: -5045217.500000 Penalty: 3469.324463
	Iteration 50Q: 3 clusters Score -5045218 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 38050 members 
Entering Unmasked Estep 
Score: -5045222.500000 Penalty: 3469.324463
	Iteration 51Q: 3 clusters Score -5045222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 38069 members 
Entering Unmasked Estep 
Score: -5045219.500000 Penalty: 3469.324463
	Iteration 52Q: 3 clusters Score -5045220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 38080 members 
Entering Unmasked Estep 
Score: -5045224.000000 Penalty: 3469.324463
	Iteration 53Q: 3 clusters Score -5045224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 38095 members 
Entering Unmasked Estep 
Score: -5045222.000000 Penalty: 3469.324463
	Iteration 54Q: 3 clusters Score -5045222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 38107 members 
Entering Unmasked Estep 
Score: -5045228.500000 Penalty: 3469.324463
	Iteration 55Q: 3 clusters Score -5045228 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 38124 members 
Entering Unmasked Estep 
Score: -5045229.500000 Penalty: 3469.324463
	Iteration 56Q: 3 clusters Score -5045230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 38139 members 
Entering Unmasked Estep 
Score: -5045233.000000 Penalty: 3469.324463
	Iteration 57Q: 3 clusters Score -5045233 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 38156 members 
Entering Unmasked Estep 
Score: -5045229.000000 Penalty: 3469.324463
	Iteration 58Q: 3 clusters Score -5045229 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 38179 members 
Entering Unmasked Estep 
Score: -5045231.500000 Penalty: 3469.324463
	Iteration 59Q: 3 clusters Score -5045232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 38197 members 
Entering Unmasked Estep 
Score: -5045226.500000 Penalty: 3469.324463
	Iteration 60F: 3 clusters Score -5045226 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 38220 members 
Entering Unmasked Estep 
Score: -5045236.500000 Penalty: 3469.324463
	Iteration 61Q: 3 clusters Score -5045236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 38235 members 
Entering Unmasked Estep 
Score: -5045232.500000 Penalty: 3469.324463
	Iteration 62Q: 3 clusters Score -5045232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 38245 members 
Entering Unmasked Estep 
Score: -5045230.500000 Penalty: 3469.324463
	Iteration 63Q: 3 clusters Score -5045230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 38257 members 
Entering Unmasked Estep 
Score: -5045228.000000 Penalty: 3469.324463
	Iteration 64Q: 3 clusters Score -5045228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 38266 members 
Entering Unmasked Estep 
Score: -5045233.000000 Penalty: 3469.324463
	Iteration 65Q: 3 clusters Score -5045233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 38274 members 
Entering Unmasked Estep 
Score: -5045233.500000 Penalty: 3469.324463
	Iteration 66Q: 3 clusters Score -5045234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 38279 members 
Entering Unmasked Estep 
Score: -5045236.000000 Penalty: 3469.324463
	Iteration 67Q: 3 clusters Score -5045236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 38286 members 
Entering Unmasked Estep 
Score: -5045243.000000 Penalty: 3469.324463
	Iteration 68Q: 3 clusters Score -5045243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 38295 members 
Entering Unmasked Estep 
Score: -5045249.000000 Penalty: 3469.324463
	Iteration 69Q: 3 clusters Score -5045249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 38302 members 
Entering Unmasked Estep 
Score: -5045250.500000 Penalty: 3469.324463
	Iteration 70Q: 3 clusters Score -5045250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 38307 members 
Entering Unmasked Estep 
Score: -5045251.000000 Penalty: 3469.324463
	Iteration 71Q: 3 clusters Score -5045251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 38314 members 
Entering Unmasked Estep 
Score: -5045245.000000 Penalty: 3469.324463
	Iteration 72Q: 3 clusters Score -5045245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 38323 members 
Entering Unmasked Estep 
Score: -5045243.500000 Penalty: 3469.324463
	Iteration 73Q: 3 clusters Score -5045244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 38333 members 
Entering Unmasked Estep 
Score: -5045244.000000 Penalty: 3469.324463
	Iteration 74Q: 3 clusters Score -5045244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 38346 members 
Entering Unmasked Estep 
Score: -5045247.000000 Penalty: 3469.324463
	Iteration 75Q: 3 clusters Score -5045247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 38356 members 
Entering Unmasked Estep 
Score: -5045252.500000 Penalty: 3469.324463
	Iteration 76Q: 3 clusters Score -5045252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 38366 members 
Entering Unmasked Estep 
Score: -5045256.500000 Penalty: 3469.324463
	Iteration 77Q: 3 clusters Score -5045256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 38374 members 
Entering Unmasked Estep 
Score: -5045251.500000 Penalty: 3469.324463
	Iteration 78Q: 3 clusters Score -5045252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 38391 members 
Entering Unmasked Estep 
Score: -5045255.500000 Penalty: 3469.324463
	Iteration 79Q: 3 clusters Score -5045256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 38402 members 
Entering Unmasked Estep 
Score: -5045254.000000 Penalty: 3469.324463
	Iteration 80F: 3 clusters Score -5045254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 38408 members 
Entering Unmasked Estep 
Score: -5045251.500000 Penalty: 3469.324463
	Iteration 81Q: 3 clusters Score -5045252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 38417 members 
Entering Unmasked Estep 
Score: -5045258.500000 Penalty: 3469.324463
	Iteration 82Q: 3 clusters Score -5045258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 38430 members 
Entering Unmasked Estep 
Score: -5045249.000000 Penalty: 3469.324463
	Iteration 83Q: 3 clusters Score -5045249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 38439 members 
Entering Unmasked Estep 
Score: -5045251.000000 Penalty: 3469.324463
	Iteration 84Q: 3 clusters Score -5045251 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 38450 members 
Entering Unmasked Estep 
Score: -5045262.500000 Penalty: 3469.324463
	Iteration 85Q: 3 clusters Score -5045262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 38458 members 
Entering Unmasked Estep 
Score: -5045263.000000 Penalty: 3469.324463
	Iteration 86Q: 3 clusters Score -5045263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 38464 members 
Entering Unmasked Estep 
Score: -5045262.500000 Penalty: 3469.324463
	Iteration 87Q: 3 clusters Score -5045262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 38476 members 
Entering Unmasked Estep 
Score: -5045261.500000 Penalty: 3469.324463
	Iteration 88Q: 3 clusters Score -5045262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 38479 members 
Entering Unmasked Estep 
Score: -5045262.000000 Penalty: 3469.324463
	Iteration 89Q: 3 clusters Score -5045262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 38482 members 
Entering Unmasked Estep 
Score: -5045263.000000 Penalty: 3469.324463
	Iteration 90Q: 3 clusters Score -5045263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 38489 members 
Entering Unmasked Estep 
Score: -5045261.500000 Penalty: 3469.324463
	Iteration 91Q: 3 clusters Score -5045262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 38499 members 
Entering Unmasked Estep 
Score: -5045260.500000 Penalty: 3469.324463
	Iteration 92Q: 3 clusters Score -5045260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 38512 members 
Entering Unmasked Estep 
Score: -5045263.500000 Penalty: 3469.324463
	Iteration 93Q: 3 clusters Score -5045264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 38521 members 
Entering Unmasked Estep 
Score: -5045262.500000 Penalty: 3469.324463
	Iteration 94Q: 3 clusters Score -5045262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 38524 members 
Entering Unmasked Estep 
Score: -5045256.500000 Penalty: 3469.324463
	Iteration 95Q: 3 clusters Score -5045256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 38525 members 
Entering Unmasked Estep 
Score: -5045258.500000 Penalty: 3469.324463
	Iteration 96Q: 3 clusters Score -5045258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 38528 members 
Entering Unmasked Estep 
Score: -5045259.500000 Penalty: 3469.324463
	Iteration 97Q: 3 clusters Score -5045260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 38529 members 
Entering Unmasked Estep 
Score: -5045259.000000 Penalty: 3469.324463
	Iteration 98Q: 3 clusters Score -5045259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 38531 members 
Entering Unmasked Estep 
Score: -5045257.000000 Penalty: 3469.324463
	Iteration 99Q: 3 clusters Score -5045257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 38531 members 
Entering Unmasked Estep 
Score: -5045257.500000 Penalty: 3469.324463
	Iteration 100F: 3 clusters Score -5045258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 38532 members 
Entering Unmasked Estep 
Score: -5045259.000000 Penalty: 3469.324463
	Iteration 101Q: 3 clusters Score -5045259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 38533 members 
Entering Unmasked Estep 
Score: -5045256.500000 Penalty: 3469.324463
	Iteration 102Q: 3 clusters Score -5045256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 38534 members 
Entering Unmasked Estep 
Score: -5045260.000000 Penalty: 3469.324463
	Iteration 103Q: 3 clusters Score -5045260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 38535 members 
Entering Unmasked Estep 
Score: -5045263.500000 Penalty: 3469.324463
	Iteration 104Q: 3 clusters Score -5045264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 38536 members 
Entering Unmasked Estep 
Score: -5045259.500000 Penalty: 3469.324463
	Iteration 105Q: 3 clusters Score -5045260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 38539 members 
Entering Unmasked Estep 
Score: -5045261.000000 Penalty: 3469.324463
	Iteration 106Q: 3 clusters Score -5045261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 38541 members 
Entering Unmasked Estep 
Score: -5045262.500000 Penalty: 3469.324463
	Iteration 107Q: 3 clusters Score -5045262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 38542 members 
Entering Unmasked Estep 
Score: -5045264.500000 Penalty: 3469.324463
	Iteration 108Q: 3 clusters Score -5045264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 38545 members 
Entering Unmasked Estep 
Score: -5045266.500000 Penalty: 3469.324463
	Iteration 109Q: 3 clusters Score -5045266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 38549 members 
Entering Unmasked Estep 
Score: -5045261.500000 Penalty: 3469.324463
	Iteration 110Q: 3 clusters Score -5045262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 38550 members 
Entering Unmasked Estep 
Score: -5045262.000000 Penalty: 3469.324463
	Iteration 111Q: 3 clusters Score -5045262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 38551 members 
Entering Unmasked Estep 
Score: -5045265.000000 Penalty: 3469.324463
	Iteration 112Q: 3 clusters Score -5045265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 38552 members 
Entering Unmasked Estep 
Score: -5045261.000000 Penalty: 3469.324463
	Iteration 113Q: 3 clusters Score -5045261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 38553 members 
Entering Unmasked Estep 
Score: -5045259.000000 Penalty: 3469.324463
	Iteration 114Q: 3 clusters Score -5045259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 38553 members 
Entering Unmasked Estep 
Score: -5045259.000000 Penalty: 3469.324463
	Iteration 115F: 3 clusters Score -5045259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (109640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109640 members 
Entering Unmasked Estep 
Score: -12854077.000000 Penalty: 1885.805664
	Iteration 0F: 2 clusters Score -1.285408e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54737 members 
Mstep: Class 2 contains 54903 members 
Entering Unmasked Estep 
Score: -12783741.000000 Penalty: 3771.611328
	Iteration 0F: 3 clusters Score -1.278374e+07 nChanged 52706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54685 members 
Mstep: Class 2 contains 54955 members 
Entering Unmasked Estep 
Score: -12815051.000000 Penalty: 3771.611328
	Iteration 1F: 3 clusters Score -1.281505e+07 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55024 members 
Mstep: Class 2 contains 54616 members 
Entering Unmasked Estep 
Score: -12818265.000000 Penalty: 3771.611328
	Iteration 2Q: 3 clusters Score -1.281826e+07 nChanged 6284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56178 members 
Mstep: Class 2 contains 53462 members 
Entering Unmasked Estep 
Score: -12823687.000000 Penalty: 3771.611328
	Iteration 3F: 3 clusters Score -1.282369e+07 nChanged 8790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59014 members 
Mstep: Class 2 contains 50626 members 
Entering Unmasked Estep 
Score: -12831469.000000 Penalty: 3771.611328
	Iteration 4F: 3 clusters Score -1.283147e+07 nChanged 10470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63556 members 
Mstep: Class 2 contains 46084 members 
Entering Unmasked Estep 
Score: -12841163.000000 Penalty: 3771.611328
	Iteration 5F: 3 clusters Score -1.284116e+07 nChanged 10032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68186 members 
Mstep: Class 2 contains 41454 members 
Entering Unmasked Estep 
Score: -12850615.000000 Penalty: 3771.611328
	Iteration 6F: 3 clusters Score -1.285062e+07 nChanged 7051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70979 members 
Mstep: Class 2 contains 38661 members 
Entering Unmasked Estep 
Score: -12855416.000000 Penalty: 3771.611328
	Iteration 7F: 3 clusters Score -1.285542e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71899 members 
Mstep: Class 2 contains 37741 members 
Entering Unmasked Estep 
Score: -12856618.000000 Penalty: 3771.611328
	Iteration 8Q: 3 clusters Score -1.285662e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72170 members 
Mstep: Class 2 contains 37470 members 
Entering Unmasked Estep 
Score: -12856977.000000 Penalty: 3771.611328
	Iteration 9Q: 3 clusters Score -1.285698e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72306 members 
Mstep: Class 2 contains 37334 members 
Entering Unmasked Estep 
Score: -12857202.000000 Penalty: 3771.611328
	Iteration 10Q: 3 clusters Score -1.28572e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72325 members 
Mstep: Class 2 contains 37315 members 
Entering Unmasked Estep 
Score: -12857293.000000 Penalty: 3771.611328
	Iteration 11Q: 3 clusters Score -1.285729e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72356 members 
Mstep: Class 2 contains 37284 members 
Entering Unmasked Estep 
Score: -12857341.000000 Penalty: 3771.611328
	Iteration 12Q: 3 clusters Score -1.285734e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72391 members 
Mstep: Class 2 contains 37249 members 
Entering Unmasked Estep 
Score: -12857383.000000 Penalty: 3771.611328
	Iteration 13Q: 3 clusters Score -1.285738e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72427 members 
Mstep: Class 2 contains 37213 members 
Entering Unmasked Estep 
Score: -12857382.000000 Penalty: 3771.611328
	Iteration 14Q: 3 clusters Score -1.285738e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72460 members 
Mstep: Class 2 contains 37180 members 
Entering Unmasked Estep 
Score: -12857383.000000 Penalty: 3771.611328
	Iteration 15Q: 3 clusters Score -1.285738e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72496 members 
Mstep: Class 2 contains 37144 members 
Entering Unmasked Estep 
Score: -12857422.000000 Penalty: 3771.611328
	Iteration 16Q: 3 clusters Score -1.285742e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72529 members 
Mstep: Class 2 contains 37111 members 
Entering Unmasked Estep 
Score: -12857425.000000 Penalty: 3771.611328
	Iteration 17Q: 3 clusters Score -1.285742e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72567 members 
Mstep: Class 2 contains 37073 members 
Entering Unmasked Estep 
Score: -12857445.000000 Penalty: 3771.611328
	Iteration 18Q: 3 clusters Score -1.285744e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72595 members 
Mstep: Class 2 contains 37045 members 
Entering Unmasked Estep 
Score: -12857429.000000 Penalty: 3771.611328
	Iteration 19Q: 3 clusters Score -1.285743e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72611 members 
Mstep: Class 2 contains 37029 members 
Entering Unmasked Estep 
Score: -12857446.000000 Penalty: 3771.611328
	Iteration 20F: 3 clusters Score -1.285745e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72622 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -12857460.000000 Penalty: 3771.611328
	Iteration 21Q: 3 clusters Score -1.285746e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72647 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -12857442.000000 Penalty: 3771.611328
	Iteration 22Q: 3 clusters Score -1.285744e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72670 members 
Mstep: Class 2 contains 36970 members 
Entering Unmasked Estep 
Score: -12857447.000000 Penalty: 3771.611328
	Iteration 23Q: 3 clusters Score -1.285745e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72689 members 
Mstep: Class 2 contains 36951 members 
Entering Unmasked Estep 
Score: -12857470.000000 Penalty: 3771.611328
	Iteration 24Q: 3 clusters Score -1.285747e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72706 members 
Mstep: Class 2 contains 36934 members 
Entering Unmasked Estep 
Score: -12857459.000000 Penalty: 3771.611328
	Iteration 25Q: 3 clusters Score -1.285746e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72716 members 
Mstep: Class 2 contains 36924 members 
Entering Unmasked Estep 
Score: -12857464.000000 Penalty: 3771.611328
	Iteration 26Q: 3 clusters Score -1.285746e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72721 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
Score: -12857466.000000 Penalty: 3771.611328
	Iteration 27Q: 3 clusters Score -1.285747e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72726 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
Score: -12857462.000000 Penalty: 3771.611328
	Iteration 28Q: 3 clusters Score -1.285746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72730 members 
Mstep: Class 2 contains 36910 members 
Entering Unmasked Estep 
Score: -12857461.000000 Penalty: 3771.611328
	Iteration 29Q: 3 clusters Score -1.285746e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72734 members 
Mstep: Class 2 contains 36906 members 
Entering Unmasked Estep 
Score: -12857468.000000 Penalty: 3771.611328
	Iteration 30Q: 3 clusters Score -1.285747e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72731 members 
Mstep: Class 2 contains 36909 members 
Entering Unmasked Estep 
Score: -12857457.000000 Penalty: 3771.611328
	Iteration 31Q: 3 clusters Score -1.285746e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72728 members 
Mstep: Class 2 contains 36912 members 
Entering Unmasked Estep 
Score: -12857452.000000 Penalty: 3771.611328
	Iteration 32Q: 3 clusters Score -1.285745e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72734 members 
Mstep: Class 2 contains 36906 members 
Entering Unmasked Estep 
Score: -12857459.000000 Penalty: 3771.611328
	Iteration 33Q: 3 clusters Score -1.285746e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72738 members 
Mstep: Class 2 contains 36902 members 
Entering Unmasked Estep 
Score: -12857454.000000 Penalty: 3771.611328
	Iteration 34Q: 3 clusters Score -1.285745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72738 members 
Mstep: Class 2 contains 36902 members 
Entering Unmasked Estep 
Score: -12857454.000000 Penalty: 3771.611328
	Iteration 35Q: 3 clusters Score -1.285745e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72739 members 
Mstep: Class 2 contains 36901 members 
Entering Unmasked Estep 
Score: -12857452.000000 Penalty: 3771.611328
	Iteration 36Q: 3 clusters Score -1.285745e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72740 members 
Mstep: Class 2 contains 36900 members 
Entering Unmasked Estep 
Score: -12857449.000000 Penalty: 3771.611328
	Iteration 37Q: 3 clusters Score -1.285745e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72741 members 
Mstep: Class 2 contains 36899 members 
Entering Unmasked Estep 
Score: -12857454.000000 Penalty: 3771.611328
	Iteration 38Q: 3 clusters Score -1.285745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72743 members 
Mstep: Class 2 contains 36897 members 
Entering Unmasked Estep 
Score: -12857451.000000 Penalty: 3771.611328
	Iteration 39Q: 3 clusters Score -1.285745e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72743 members 
Mstep: Class 2 contains 36897 members 
Entering Unmasked Estep 
Score: -12857451.000000 Penalty: 3771.611328
	Iteration 40F: 3 clusters Score -1.285745e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 200643 members 
Mstep: Class 3 contains 99834 members 
Mstep: Class 4 contains 43254 members 
Mstep: Class 5 contains 72743 members 
Mstep: Class 6 contains 58917 members 
Mstep: Class 7 contains 133558 members 
Mstep: Class 8 contains 30822 members 
Mstep: Class 9 contains 36165 members 
Mstep: Class 10 contains 9726 members 
Mstep: Class 11 contains 875 members 
Mstep: Class 12 contains 924 members 
Mstep: Class 13 contains 7177 members 
Mstep: Class 14 contains 1833 members 
Mstep: Class 15 contains 10229 members 
Mstep: Class 16 contains 78763 members 
Mstep: Class 17 contains 119814 members 
Mstep: Class 18 contains 129235 members 
Mstep: Class 19 contains 3694 members 
Mstep: Class 20 contains 94533 members 
Mstep: Class 21 contains 33563 members 
Mstep: Class 22 contains 135667 members 
Mstep: Class 23 contains 23407 members 
Mstep: Class 24 contains 4468 members 
Mstep: Class 25 contains 1684 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 2403 members 
Mstep: Class 28 contains 109117 members 
Mstep: Class 29 contains 4498 members 
Mstep: Class 30 contains 122961 members 
Mstep: Class 31 contains 94275 members 
Mstep: Class 32 contains 2109 members 
Mstep: Class 33 contains 36897 members 
Entering Unmasked Estep 
Score: -194619488.000000 Penalty: 77002.867188
Splitting cluster 5 changes total score from -194613056.000000 to -194619488.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 6 (58917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58917 members 
Entering Unmasked Estep 
Score: -6452243.000000 Penalty: 1784.881226
	Iteration 0F: 2 clusters Score -6452243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29428 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -6412792.500000 Penalty: 3569.762451
	Iteration 0F: 3 clusters Score -6412792 nChanged 27859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28625 members 
Mstep: Class 2 contains 30292 members 
Entering Unmasked Estep 
Score: -6428914.500000 Penalty: 3569.762451
	Iteration 1F: 3 clusters Score -6428914 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 31059 members 
Entering Unmasked Estep 
Score: -6429760.000000 Penalty: 3569.762451
	Iteration 2Q: 3 clusters Score -6429760 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 32293 members 
Entering Unmasked Estep 
Score: -6430778.500000 Penalty: 3569.762451
	Iteration 3Q: 3 clusters Score -6430778 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 33984 members 
Entering Unmasked Estep 
Score: -6432149.500000 Penalty: 3569.762451
	Iteration 4F: 3 clusters Score -6432150 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 36212 members 
Entering Unmasked Estep 
Score: -6433898.000000 Penalty: 3569.762451
	Iteration 5F: 3 clusters Score -6433898 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 38823 members 
Entering Unmasked Estep 
Score: -6435942.500000 Penalty: 3569.762451
	Iteration 6F: 3 clusters Score -6435942 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 41588 members 
Entering Unmasked Estep 
Score: -6438146.500000 Penalty: 3569.762451
	Iteration 7F: 3 clusters Score -6438146 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 44343 members 
Entering Unmasked Estep 
Score: -6440237.000000 Penalty: 3569.762451
	Iteration 8F: 3 clusters Score -6440237 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 46933 members 
Entering Unmasked Estep 
Score: -6442239.500000 Penalty: 3569.762451
	Iteration 9F: 3 clusters Score -6442240 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 49358 members 
Entering Unmasked Estep 
Score: -6444066.500000 Penalty: 3569.762451
	Iteration 10Q: 3 clusters Score -6444066 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 51465 members 
Entering Unmasked Estep 
Score: -6445642.500000 Penalty: 3569.762451
	Iteration 11Q: 3 clusters Score -6445642 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 53225 members 
Entering Unmasked Estep 
Score: -6447057.500000 Penalty: 3569.762451
	Iteration 12Q: 3 clusters Score -6447058 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 54580 members 
Entering Unmasked Estep 
Score: -6448143.500000 Penalty: 3569.762451
	Iteration 13Q: 3 clusters Score -6448144 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 55597 members 
Entering Unmasked Estep 
Score: -6448995.500000 Penalty: 3569.762451
	Iteration 14Q: 3 clusters Score -6448996 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 56334 members 
Entering Unmasked Estep 
Score: -6449590.000000 Penalty: 3569.762451
	Iteration 15Q: 3 clusters Score -6449590 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 56850 members 
Entering Unmasked Estep 
Score: -6450048.000000 Penalty: 3569.762451
	Iteration 16Q: 3 clusters Score -6450048 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 57172 members 
Entering Unmasked Estep 
Score: -6450417.500000 Penalty: 3569.762451
	Iteration 17Q: 3 clusters Score -6450418 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 57368 members 
Entering Unmasked Estep 
Score: -6450679.000000 Penalty: 3569.762451
	Iteration 18Q: 3 clusters Score -6450679 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 57456 members 
Entering Unmasked Estep 
Score: -6450814.000000 Penalty: 3569.762451
	Iteration 19Q: 3 clusters Score -6450814 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 57499 members 
Entering Unmasked Estep 
Score: -6450905.500000 Penalty: 3569.762451
	Iteration 20F: 3 clusters Score -6450906 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 57520 members 
Entering Unmasked Estep 
Score: -6450958.500000 Penalty: 3569.762451
	Iteration 21Q: 3 clusters Score -6450958 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 57527 members 
Entering Unmasked Estep 
Score: -6451014.500000 Penalty: 3569.762451
	Iteration 22Q: 3 clusters Score -6451014 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 57531 members 
Entering Unmasked Estep 
Score: -6451042.500000 Penalty: 3569.762451
	Iteration 23Q: 3 clusters Score -6451042 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 57534 members 
Entering Unmasked Estep 
Score: -6451086.000000 Penalty: 3569.762451
	Iteration 24Q: 3 clusters Score -6451086 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 57532 members 
Entering Unmasked Estep 
Score: -6451108.000000 Penalty: 3569.762451
	Iteration 25Q: 3 clusters Score -6451108 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 57533 members 
Entering Unmasked Estep 
Score: -6451153.500000 Penalty: 3569.762451
	Iteration 26Q: 3 clusters Score -6451154 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 57528 members 
Entering Unmasked Estep 
Score: -6451160.000000 Penalty: 3569.762451
	Iteration 27Q: 3 clusters Score -6451160 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 57524 members 
Entering Unmasked Estep 
Score: -6451188.000000 Penalty: 3569.762451
	Iteration 28Q: 3 clusters Score -6451188 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 57530 members 
Entering Unmasked Estep 
Score: -6451193.500000 Penalty: 3569.762451
	Iteration 29Q: 3 clusters Score -6451194 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 57536 members 
Entering Unmasked Estep 
Score: -6451216.500000 Penalty: 3569.762451
	Iteration 30Q: 3 clusters Score -6451216 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 57540 members 
Entering Unmasked Estep 
Score: -6451239.500000 Penalty: 3569.762451
	Iteration 31Q: 3 clusters Score -6451240 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 57542 members 
Entering Unmasked Estep 
Score: -6451237.000000 Penalty: 3569.762451
	Iteration 32Q: 3 clusters Score -6451237 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 57544 members 
Entering Unmasked Estep 
Score: -6451252.500000 Penalty: 3569.762451
	Iteration 33Q: 3 clusters Score -6451252 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 57548 members 
Entering Unmasked Estep 
Score: -6451262.000000 Penalty: 3569.762451
	Iteration 34Q: 3 clusters Score -6451262 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 57547 members 
Entering Unmasked Estep 
Score: -6451269.000000 Penalty: 3569.762451
	Iteration 35Q: 3 clusters Score -6451269 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 57550 members 
Entering Unmasked Estep 
Score: -6451269.500000 Penalty: 3569.762451
	Iteration 36Q: 3 clusters Score -6451270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 57554 members 
Entering Unmasked Estep 
Score: -6451269.000000 Penalty: 3569.762451
	Iteration 37Q: 3 clusters Score -6451269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 57556 members 
Entering Unmasked Estep 
Score: -6451269.500000 Penalty: 3569.762451
	Iteration 38Q: 3 clusters Score -6451270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 57559 members 
Entering Unmasked Estep 
Score: -6451263.000000 Penalty: 3569.762451
	Iteration 39Q: 3 clusters Score -6451263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 57561 members 
Entering Unmasked Estep 
Score: -6451261.500000 Penalty: 3569.762451
	Iteration 40F: 3 clusters Score -6451262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 57564 members 
Entering Unmasked Estep 
Score: -6451271.500000 Penalty: 3569.762451
	Iteration 41Q: 3 clusters Score -6451272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 57567 members 
Entering Unmasked Estep 
Score: -6451280.500000 Penalty: 3569.762451
	Iteration 42Q: 3 clusters Score -6451280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 57566 members 
Entering Unmasked Estep 
Score: -6451277.000000 Penalty: 3569.762451
	Iteration 43Q: 3 clusters Score -6451277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 57563 members 
Entering Unmasked Estep 
Score: -6451283.500000 Penalty: 3569.762451
	Iteration 44Q: 3 clusters Score -6451284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 57564 members 
Entering Unmasked Estep 
Score: -6451283.500000 Penalty: 3569.762451
	Iteration 45Q: 3 clusters Score -6451284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 57552 members 
Entering Unmasked Estep 
Score: -6451283.500000 Penalty: 3569.762451
	Iteration 46Q: 3 clusters Score -6451284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 57546 members 
Entering Unmasked Estep 
Score: -6451288.500000 Penalty: 3569.762451
	Iteration 47Q: 3 clusters Score -6451288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 57535 members 
Entering Unmasked Estep 
Score: -6451274.000000 Penalty: 3569.762451
	Iteration 48Q: 3 clusters Score -6451274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 57535 members 
Entering Unmasked Estep 
Score: -6451281.000000 Penalty: 3569.762451
	Iteration 49Q: 3 clusters Score -6451281 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 57529 members 
Entering Unmasked Estep 
Score: -6451283.000000 Penalty: 3569.762451
	Iteration 50Q: 3 clusters Score -6451283 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 57520 members 
Entering Unmasked Estep 
Score: -6451277.500000 Penalty: 3569.762451
	Iteration 51Q: 3 clusters Score -6451278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 57512 members 
Entering Unmasked Estep 
Score: -6451288.500000 Penalty: 3569.762451
	Iteration 52Q: 3 clusters Score -6451288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 57506 members 
Entering Unmasked Estep 
Score: -6451295.500000 Penalty: 3569.762451
	Iteration 53Q: 3 clusters Score -6451296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 57498 members 
Entering Unmasked Estep 
Score: -6451292.500000 Penalty: 3569.762451
	Iteration 54Q: 3 clusters Score -6451292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 57487 members 
Entering Unmasked Estep 
Score: -6451301.500000 Penalty: 3569.762451
	Iteration 55Q: 3 clusters Score -6451302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 57480 members 
Entering Unmasked Estep 
Score: -6451296.500000 Penalty: 3569.762451
	Iteration 56Q: 3 clusters Score -6451296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 57468 members 
Entering Unmasked Estep 
Score: -6451296.500000 Penalty: 3569.762451
	Iteration 57Q: 3 clusters Score -6451296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 57457 members 
Entering Unmasked Estep 
Score: -6451307.500000 Penalty: 3569.762451
	Iteration 58Q: 3 clusters Score -6451308 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 57445 members 
Entering Unmasked Estep 
Score: -6451305.500000 Penalty: 3569.762451
	Iteration 59Q: 3 clusters Score -6451306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 57437 members 
Entering Unmasked Estep 
Score: -6451309.000000 Penalty: 3569.762451
	Iteration 60F: 3 clusters Score -6451309 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 57428 members 
Entering Unmasked Estep 
Score: -6451315.500000 Penalty: 3569.762451
	Iteration 61Q: 3 clusters Score -6451316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 57420 members 
Entering Unmasked Estep 
Score: -6451326.000000 Penalty: 3569.762451
	Iteration 62Q: 3 clusters Score -6451326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 57411 members 
Entering Unmasked Estep 
Score: -6451326.000000 Penalty: 3569.762451
	Iteration 63Q: 3 clusters Score -6451326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 57402 members 
Entering Unmasked Estep 
Score: -6451321.500000 Penalty: 3569.762451
	Iteration 64Q: 3 clusters Score -6451322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 57397 members 
Entering Unmasked Estep 
Score: -6451326.500000 Penalty: 3569.762451
	Iteration 65Q: 3 clusters Score -6451326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 57392 members 
Entering Unmasked Estep 
Score: -6451322.500000 Penalty: 3569.762451
	Iteration 66Q: 3 clusters Score -6451322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 57388 members 
Entering Unmasked Estep 
Score: -6451325.500000 Penalty: 3569.762451
	Iteration 67Q: 3 clusters Score -6451326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 57385 members 
Entering Unmasked Estep 
Score: -6451330.000000 Penalty: 3569.762451
	Iteration 68Q: 3 clusters Score -6451330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 57383 members 
Entering Unmasked Estep 
Score: -6451321.500000 Penalty: 3569.762451
	Iteration 69Q: 3 clusters Score -6451322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 57383 members 
Entering Unmasked Estep 
Score: -6451320.500000 Penalty: 3569.762451
	Iteration 70Q: 3 clusters Score -6451320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 57382 members 
Entering Unmasked Estep 
Score: -6451323.500000 Penalty: 3569.762451
	Iteration 71Q: 3 clusters Score -6451324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 57382 members 
Entering Unmasked Estep 
Score: -6451323.500000 Penalty: 3569.762451
	Iteration 72F: 3 clusters Score -6451324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (133558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133558 members 
Entering Unmasked Estep 
Score: -15284775.000000 Penalty: 1917.872314
	Iteration 0F: 2 clusters Score -1.528478e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66539 members 
Mstep: Class 2 contains 67019 members 
Entering Unmasked Estep 
Score: -15199932.000000 Penalty: 3835.744629
	Iteration 0F: 3 clusters Score -1.519993e+07 nChanged 64242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60771 members 
Mstep: Class 2 contains 72787 members 
Entering Unmasked Estep 
Score: -15238569.000000 Penalty: 3835.744629
	Iteration 1F: 3 clusters Score -1.523857e+07 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56834 members 
Mstep: Class 2 contains 76724 members 
Entering Unmasked Estep 
Score: -15240754.000000 Penalty: 3835.744629
	Iteration 2Q: 3 clusters Score -1.524075e+07 nChanged 7361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50963 members 
Mstep: Class 2 contains 82595 members 
Entering Unmasked Estep 
Score: -15244342.000000 Penalty: 3835.744629
	Iteration 3F: 3 clusters Score -1.524434e+07 nChanged 9033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42866 members 
Mstep: Class 2 contains 90692 members 
Entering Unmasked Estep 
Score: -15249964.000000 Penalty: 3835.744629
	Iteration 4F: 3 clusters Score -1.524996e+07 nChanged 10478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32796 members 
Mstep: Class 2 contains 100762 members 
Entering Unmasked Estep 
Score: -15257512.000000 Penalty: 3835.744629
	Iteration 5F: 3 clusters Score -1.525751e+07 nChanged 11311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 111973 members 
Entering Unmasked Estep 
Score: -15266239.000000 Penalty: 3835.744629
	Iteration 6F: 3 clusters Score -1.526624e+07 nChanged 9554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 121525 members 
Entering Unmasked Estep 
Score: -15273986.000000 Penalty: 3835.744629
	Iteration 7F: 3 clusters Score -1.527399e+07 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 127586 members 
Entering Unmasked Estep 
Score: -15279411.000000 Penalty: 3835.744629
	Iteration 8Q: 3 clusters Score -1.527941e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 130357 members 
Entering Unmasked Estep 
Score: -15282145.000000 Penalty: 3835.744629
	Iteration 9Q: 3 clusters Score -1.528214e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 131136 members 
Entering Unmasked Estep 
Score: -15283185.000000 Penalty: 3835.744629
	Iteration 10Q: 3 clusters Score -1.528318e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 131327 members 
Entering Unmasked Estep 
Score: -15283443.000000 Penalty: 3835.744629
	Iteration 11Q: 3 clusters Score -1.528344e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 131444 members 
Entering Unmasked Estep 
Score: -15283505.000000 Penalty: 3835.744629
	Iteration 12Q: 3 clusters Score -1.52835e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 131539 members 
Entering Unmasked Estep 
Score: -15283561.000000 Penalty: 3835.744629
	Iteration 13Q: 3 clusters Score -1.528356e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 131607 members 
Entering Unmasked Estep 
Score: -15283629.000000 Penalty: 3835.744629
	Iteration 14Q: 3 clusters Score -1.528363e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 131656 members 
Entering Unmasked Estep 
Score: -15283671.000000 Penalty: 3835.744629
	Iteration 15Q: 3 clusters Score -1.528367e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 131699 members 
Entering Unmasked Estep 
Score: -15283702.000000 Penalty: 3835.744629
	Iteration 16Q: 3 clusters Score -1.52837e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 131730 members 
Entering Unmasked Estep 
Score: -15283699.000000 Penalty: 3835.744629
	Iteration 17Q: 3 clusters Score -1.52837e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 131753 members 
Entering Unmasked Estep 
Score: -15283710.000000 Penalty: 3835.744629
	Iteration 18Q: 3 clusters Score -1.528371e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 131770 members 
Entering Unmasked Estep 
Score: -15283731.000000 Penalty: 3835.744629
	Iteration 19Q: 3 clusters Score -1.528373e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 131783 members 
Entering Unmasked Estep 
Score: -15283735.000000 Penalty: 3835.744629
	Iteration 20F: 3 clusters Score -1.528374e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 131799 members 
Entering Unmasked Estep 
Score: -15283736.000000 Penalty: 3835.744629
	Iteration 21Q: 3 clusters Score -1.528374e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 131812 members 
Entering Unmasked Estep 
Score: -15283746.000000 Penalty: 3835.744629
	Iteration 22Q: 3 clusters Score -1.528375e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 131817 members 
Entering Unmasked Estep 
Score: -15283748.000000 Penalty: 3835.744629
	Iteration 23Q: 3 clusters Score -1.528375e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 131827 members 
Entering Unmasked Estep 
Score: -15283727.000000 Penalty: 3835.744629
	Iteration 24Q: 3 clusters Score -1.528373e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 131839 members 
Entering Unmasked Estep 
Score: -15283750.000000 Penalty: 3835.744629
	Iteration 25Q: 3 clusters Score -1.528375e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 131849 members 
Entering Unmasked Estep 
Score: -15283773.000000 Penalty: 3835.744629
	Iteration 26Q: 3 clusters Score -1.528377e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 131853 members 
Entering Unmasked Estep 
Score: -15283770.000000 Penalty: 3835.744629
	Iteration 27Q: 3 clusters Score -1.528377e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 131856 members 
Entering Unmasked Estep 
Score: -15283778.000000 Penalty: 3835.744629
	Iteration 28Q: 3 clusters Score -1.528378e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 131858 members 
Entering Unmasked Estep 
Score: -15283778.000000 Penalty: 3835.744629
	Iteration 29Q: 3 clusters Score -1.528378e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 131858 members 
Entering Unmasked Estep 
Score: -15283774.000000 Penalty: 3835.744629
	Iteration 30Q: 3 clusters Score -1.528377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 131857 members 
Entering Unmasked Estep 
Score: -15283766.000000 Penalty: 3835.744629
	Iteration 31Q: 3 clusters Score -1.528377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 131860 members 
Entering Unmasked Estep 
Score: -15283762.000000 Penalty: 3835.744629
	Iteration 32Q: 3 clusters Score -1.528376e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 131863 members 
Entering Unmasked Estep 
Score: -15283786.000000 Penalty: 3835.744629
	Iteration 33Q: 3 clusters Score -1.528379e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 131865 members 
Entering Unmasked Estep 
Score: -15283779.000000 Penalty: 3835.744629
	Iteration 34Q: 3 clusters Score -1.528378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 131864 members 
Entering Unmasked Estep 
Score: -15283782.000000 Penalty: 3835.744629
	Iteration 35Q: 3 clusters Score -1.528378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 131865 members 
Entering Unmasked Estep 
Score: -15283778.000000 Penalty: 3835.744629
	Iteration 36Q: 3 clusters Score -1.528378e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 131867 members 
Entering Unmasked Estep 
Score: -15283784.000000 Penalty: 3835.744629
	Iteration 37Q: 3 clusters Score -1.528378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 131868 members 
Entering Unmasked Estep 
Score: -15283782.000000 Penalty: 3835.744629
	Iteration 38Q: 3 clusters Score -1.528378e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 131870 members 
Entering Unmasked Estep 
Score: -15283786.000000 Penalty: 3835.744629
	Iteration 39Q: 3 clusters Score -1.528379e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 131870 members 
Entering Unmasked Estep 
Score: -15283786.000000 Penalty: 3835.744629
	Iteration 40F: 3 clusters Score -1.528379e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (30822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30822 members 
Entering Unmasked Estep 
Score: -3375974.500000 Penalty: 1679.597412
	Iteration 0F: 2 clusters Score -3375974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -3355094.250000 Penalty: 3359.194824
	Iteration 0F: 3 clusters Score -3355094 nChanged 14284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -3363262.750000 Penalty: 3359.194824
	Iteration 1F: 3 clusters Score -3363263 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -3363853.750000 Penalty: 3359.194824
	Iteration 2F: 3 clusters Score -3363854 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -3364591.500000 Penalty: 3359.194824
	Iteration 3F: 3 clusters Score -3364592 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -3365606.500000 Penalty: 3359.194824
	Iteration 4F: 3 clusters Score -3365606 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -3367001.750000 Penalty: 3359.194824
	Iteration 5F: 3 clusters Score -3367002 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -3368650.000000 Penalty: 3359.194824
	Iteration 6F: 3 clusters Score -3368650 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -3370269.250000 Penalty: 3359.194824
	Iteration 7F: 3 clusters Score -3370269 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -3371581.500000 Penalty: 3359.194824
	Iteration 8F: 3 clusters Score -3371582 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -3372557.500000 Penalty: 3359.194824
	Iteration 9Q: 3 clusters Score -3372558 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -3373272.000000 Penalty: 3359.194824
	Iteration 10Q: 3 clusters Score -3373272 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -3373775.750000 Penalty: 3359.194824
	Iteration 11Q: 3 clusters Score -3373776 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -3374099.000000 Penalty: 3359.194824
	Iteration 12Q: 3 clusters Score -3374099 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3374306.500000 Penalty: 3359.194824
	Iteration 13Q: 3 clusters Score -3374306 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3374439.000000 Penalty: 3359.194824
	Iteration 14Q: 3 clusters Score -3374439 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3374520.250000 Penalty: 3359.194824
	Iteration 15Q: 3 clusters Score -3374520 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29681 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3374588.750000 Penalty: 3359.194824
	Iteration 16Q: 3 clusters Score -3374589 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29758 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3374655.500000 Penalty: 3359.194824
	Iteration 17Q: 3 clusters Score -3374656 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3374715.000000 Penalty: 3359.194824
	Iteration 18Q: 3 clusters Score -3374715 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29845 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -3374750.250000 Penalty: 3359.194824
	Iteration 19Q: 3 clusters Score -3374750 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29872 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3374766.500000 Penalty: 3359.194824
	Iteration 20F: 3 clusters Score -3374766 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3374784.000000 Penalty: 3359.194824
	Iteration 21Q: 3 clusters Score -3374784 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3374801.250000 Penalty: 3359.194824
	Iteration 22Q: 3 clusters Score -3374801 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29907 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3374813.500000 Penalty: 3359.194824
	Iteration 23Q: 3 clusters Score -3374814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3374821.750000 Penalty: 3359.194824
	Iteration 24Q: 3 clusters Score -3374822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3374829.750000 Penalty: 3359.194824
	Iteration 25Q: 3 clusters Score -3374830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29936 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3374827.500000 Penalty: 3359.194824
	Iteration 26Q: 3 clusters Score -3374828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29940 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3374838.750000 Penalty: 3359.194824
	Iteration 27Q: 3 clusters Score -3374839 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29952 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3374840.750000 Penalty: 3359.194824
	Iteration 28Q: 3 clusters Score -3374841 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3374848.750000 Penalty: 3359.194824
	Iteration 29Q: 3 clusters Score -3374849 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3374854.500000 Penalty: 3359.194824
	Iteration 30Q: 3 clusters Score -3374854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29970 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3374851.500000 Penalty: 3359.194824
	Iteration 31Q: 3 clusters Score -3374852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29972 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3374855.500000 Penalty: 3359.194824
	Iteration 32Q: 3 clusters Score -3374856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3374850.500000 Penalty: 3359.194824
	Iteration 33Q: 3 clusters Score -3374850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3374855.750000 Penalty: 3359.194824
	Iteration 34Q: 3 clusters Score -3374856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3374854.750000 Penalty: 3359.194824
	Iteration 35Q: 3 clusters Score -3374855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3374856.750000 Penalty: 3359.194824
	Iteration 36Q: 3 clusters Score -3374857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29978 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3374861.750000 Penalty: 3359.194824
	Iteration 37Q: 3 clusters Score -3374862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3374861.000000 Penalty: 3359.194824
	Iteration 38Q: 3 clusters Score -3374861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3374860.750000 Penalty: 3359.194824
	Iteration 39Q: 3 clusters Score -3374861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3374861.500000 Penalty: 3359.194824
	Iteration 40F: 3 clusters Score -3374862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3374866.500000 Penalty: 3359.194824
	Iteration 41Q: 3 clusters Score -3374866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29978 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3374868.250000 Penalty: 3359.194824
	Iteration 42Q: 3 clusters Score -3374868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3374865.500000 Penalty: 3359.194824
	Iteration 43Q: 3 clusters Score -3374866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3374862.500000 Penalty: 3359.194824
	Iteration 44Q: 3 clusters Score -3374862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3374862.500000 Penalty: 3359.194824
	Iteration 45Q: 3 clusters Score -3374862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29983 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3374868.250000 Penalty: 3359.194824
	Iteration 46Q: 3 clusters Score -3374868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -3374868.000000 Penalty: 3359.194824
	Iteration 47Q: 3 clusters Score -3374868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3374867.750000 Penalty: 3359.194824
	Iteration 48Q: 3 clusters Score -3374868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29988 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3374871.500000 Penalty: 3359.194824
	Iteration 49Q: 3 clusters Score -3374872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29989 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3374871.000000 Penalty: 3359.194824
	Iteration 50Q: 3 clusters Score -3374871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29991 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3374872.750000 Penalty: 3359.194824
	Iteration 51Q: 3 clusters Score -3374873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29992 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3374866.500000 Penalty: 3359.194824
	Iteration 52Q: 3 clusters Score -3374866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3374870.250000 Penalty: 3359.194824
	Iteration 53Q: 3 clusters Score -3374870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3374869.500000 Penalty: 3359.194824
	Iteration 54Q: 3 clusters Score -3374870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3374867.750000 Penalty: 3359.194824
	Iteration 55Q: 3 clusters Score -3374868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3374869.750000 Penalty: 3359.194824
	Iteration 56Q: 3 clusters Score -3374870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -3374868.250000 Penalty: 3359.194824
	Iteration 57Q: 3 clusters Score -3374868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -3374868.250000 Penalty: 3359.194824
	Iteration 58F: 3 clusters Score -3374868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (36165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36165 members 
Entering Unmasked Estep 
Score: -4116901.500000 Penalty: 1705.575073
	Iteration 0F: 2 clusters Score -4116902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -4092822.750000 Penalty: 3411.150146
	Iteration 0F: 3 clusters Score -4092823 nChanged 16718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -4102269.500000 Penalty: 3411.150146
	Iteration 1F: 3 clusters Score -4102270 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -4102874.000000 Penalty: 3411.150146
	Iteration 2Q: 3 clusters Score -4102874 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -4103529.500000 Penalty: 3411.150146
	Iteration 3Q: 3 clusters Score -4103530 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -4104348.250000 Penalty: 3411.150146
	Iteration 4Q: 3 clusters Score -4104348 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -4105335.500000 Penalty: 3411.150146
	Iteration 5F: 3 clusters Score -4105336 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -4106506.750000 Penalty: 3411.150146
	Iteration 6F: 3 clusters Score -4106507 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -4107747.750000 Penalty: 3411.150146
	Iteration 7F: 3 clusters Score -4107748 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -4109043.750000 Penalty: 3411.150146
	Iteration 8F: 3 clusters Score -4109044 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -4110318.000000 Penalty: 3411.150146
	Iteration 9Q: 3 clusters Score -4110318 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -4111483.500000 Penalty: 3411.150146
	Iteration 10Q: 3 clusters Score -4111484 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -4112219.000000 Penalty: 3411.150146
	Iteration 11Q: 3 clusters Score -4112219 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -4112672.250000 Penalty: 3411.150146
	Iteration 12Q: 3 clusters Score -4112672 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -4112988.500000 Penalty: 3411.150146
	Iteration 13Q: 3 clusters Score -4112988 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -4113186.250000 Penalty: 3411.150146
	Iteration 14Q: 3 clusters Score -4113186 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28818 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -4113343.750000 Penalty: 3411.150146
	Iteration 15Q: 3 clusters Score -4113344 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -4113503.000000 Penalty: 3411.150146
	Iteration 16Q: 3 clusters Score -4113503 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29538 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -4113655.500000 Penalty: 3411.150146
	Iteration 17Q: 3 clusters Score -4113656 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -4113802.000000 Penalty: 3411.150146
	Iteration 18Q: 3 clusters Score -4113802 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30220 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -4113951.250000 Penalty: 3411.150146
	Iteration 19Q: 3 clusters Score -4113951 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30526 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -4114082.500000 Penalty: 3411.150146
	Iteration 20F: 3 clusters Score -4114082 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30795 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -4114171.750000 Penalty: 3411.150146
	Iteration 21Q: 3 clusters Score -4114172 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31046 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -4114236.750000 Penalty: 3411.150146
	Iteration 22Q: 3 clusters Score -4114237 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31294 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -4114318.750000 Penalty: 3411.150146
	Iteration 23Q: 3 clusters Score -4114319 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -4114397.250000 Penalty: 3411.150146
	Iteration 24Q: 3 clusters Score -4114397 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -4114467.500000 Penalty: 3411.150146
	Iteration 25Q: 3 clusters Score -4114468 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -4114525.000000 Penalty: 3411.150146
	Iteration 26Q: 3 clusters Score -4114525 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32163 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -4114602.750000 Penalty: 3411.150146
	Iteration 27Q: 3 clusters Score -4114603 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32362 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -4114670.500000 Penalty: 3411.150146
	Iteration 28Q: 3 clusters Score -4114670 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32547 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -4114753.250000 Penalty: 3411.150146
	Iteration 29Q: 3 clusters Score -4114753 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32729 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -4114811.000000 Penalty: 3411.150146
	Iteration 30Q: 3 clusters Score -4114811 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32891 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -4114868.500000 Penalty: 3411.150146
	Iteration 31Q: 3 clusters Score -4114868 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33055 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -4114930.250000 Penalty: 3411.150146
	Iteration 32Q: 3 clusters Score -4114930 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33194 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -4114962.500000 Penalty: 3411.150146
	Iteration 33Q: 3 clusters Score -4114962 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33319 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -4115009.750000 Penalty: 3411.150146
	Iteration 34Q: 3 clusters Score -4115010 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33438 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -4115023.750000 Penalty: 3411.150146
	Iteration 35Q: 3 clusters Score -4115024 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33552 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -4115059.000000 Penalty: 3411.150146
	Iteration 36Q: 3 clusters Score -4115059 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -4115094.000000 Penalty: 3411.150146
	Iteration 37Q: 3 clusters Score -4115094 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -4115113.250000 Penalty: 3411.150146
	Iteration 38Q: 3 clusters Score -4115113 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33836 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -4115144.750000 Penalty: 3411.150146
	Iteration 39Q: 3 clusters Score -4115145 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33916 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -4115171.750000 Penalty: 3411.150146
	Iteration 40F: 3 clusters Score -4115172 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33985 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -4115204.000000 Penalty: 3411.150146
	Iteration 41Q: 3 clusters Score -4115204 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34047 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -4115212.250000 Penalty: 3411.150146
	Iteration 42Q: 3 clusters Score -4115212 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34119 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -4115238.000000 Penalty: 3411.150146
	Iteration 43Q: 3 clusters Score -4115238 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34174 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -4115253.000000 Penalty: 3411.150146
	Iteration 44Q: 3 clusters Score -4115253 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34223 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -4115264.000000 Penalty: 3411.150146
	Iteration 45Q: 3 clusters Score -4115264 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34265 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -4115278.250000 Penalty: 3411.150146
	Iteration 46Q: 3 clusters Score -4115278 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34307 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -4115293.250000 Penalty: 3411.150146
	Iteration 47Q: 3 clusters Score -4115293 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34356 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -4115303.250000 Penalty: 3411.150146
	Iteration 48Q: 3 clusters Score -4115303 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34402 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -4115318.500000 Penalty: 3411.150146
	Iteration 49Q: 3 clusters Score -4115318 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -4115337.250000 Penalty: 3411.150146
	Iteration 50Q: 3 clusters Score -4115337 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34495 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -4115339.250000 Penalty: 3411.150146
	Iteration 51Q: 3 clusters Score -4115339 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34526 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -4115349.000000 Penalty: 3411.150146
	Iteration 52Q: 3 clusters Score -4115349 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -4115352.500000 Penalty: 3411.150146
	Iteration 53Q: 3 clusters Score -4115352 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34584 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -4115359.250000 Penalty: 3411.150146
	Iteration 54Q: 3 clusters Score -4115359 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34608 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -4115367.250000 Penalty: 3411.150146
	Iteration 55Q: 3 clusters Score -4115367 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -4115371.500000 Penalty: 3411.150146
	Iteration 56Q: 3 clusters Score -4115372 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34654 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -4115382.250000 Penalty: 3411.150146
	Iteration 57Q: 3 clusters Score -4115382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34672 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -4115391.500000 Penalty: 3411.150146
	Iteration 58Q: 3 clusters Score -4115392 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34691 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -4115389.250000 Penalty: 3411.150146
	Iteration 59Q: 3 clusters Score -4115389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34705 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -4115394.000000 Penalty: 3411.150146
	Iteration 60F: 3 clusters Score -4115394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4115404.750000 Penalty: 3411.150146
	Iteration 61Q: 3 clusters Score -4115405 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -4115414.250000 Penalty: 3411.150146
	Iteration 62Q: 3 clusters Score -4115414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34746 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4115415.750000 Penalty: 3411.150146
	Iteration 63Q: 3 clusters Score -4115416 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34762 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -4115421.000000 Penalty: 3411.150146
	Iteration 64Q: 3 clusters Score -4115421 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34778 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -4115417.750000 Penalty: 3411.150146
	Iteration 65Q: 3 clusters Score -4115418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34794 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -4115421.250000 Penalty: 3411.150146
	Iteration 66Q: 3 clusters Score -4115421 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34809 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -4115421.500000 Penalty: 3411.150146
	Iteration 67Q: 3 clusters Score -4115422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34818 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4115421.000000 Penalty: 3411.150146
	Iteration 68Q: 3 clusters Score -4115421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34825 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -4115432.500000 Penalty: 3411.150146
	Iteration 69Q: 3 clusters Score -4115432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34837 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -4115435.250000 Penalty: 3411.150146
	Iteration 70Q: 3 clusters Score -4115435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34847 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -4115432.250000 Penalty: 3411.150146
	Iteration 71Q: 3 clusters Score -4115432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34858 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -4115438.750000 Penalty: 3411.150146
	Iteration 72Q: 3 clusters Score -4115439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34864 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -4115442.250000 Penalty: 3411.150146
	Iteration 73Q: 3 clusters Score -4115442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -4115442.250000 Penalty: 3411.150146
	Iteration 74Q: 3 clusters Score -4115442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34879 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -4115447.750000 Penalty: 3411.150146
	Iteration 75Q: 3 clusters Score -4115448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4115439.000000 Penalty: 3411.150146
	Iteration 76Q: 3 clusters Score -4115439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34892 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -4115442.500000 Penalty: 3411.150146
	Iteration 77Q: 3 clusters Score -4115442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -4115437.000000 Penalty: 3411.150146
	Iteration 78Q: 3 clusters Score -4115437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34906 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -4115443.250000 Penalty: 3411.150146
	Iteration 79Q: 3 clusters Score -4115443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34911 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -4115448.750000 Penalty: 3411.150146
	Iteration 80F: 3 clusters Score -4115449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -4115445.500000 Penalty: 3411.150146
	Iteration 81Q: 3 clusters Score -4115446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34915 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -4115447.250000 Penalty: 3411.150146
	Iteration 82Q: 3 clusters Score -4115447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34916 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -4115444.000000 Penalty: 3411.150146
	Iteration 83Q: 3 clusters Score -4115444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -4115446.000000 Penalty: 3411.150146
	Iteration 84Q: 3 clusters Score -4115446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34919 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -4115444.750000 Penalty: 3411.150146
	Iteration 85Q: 3 clusters Score -4115445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -4115445.500000 Penalty: 3411.150146
	Iteration 86Q: 3 clusters Score -4115446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -4115445.500000 Penalty: 3411.150146
	Iteration 87F: 3 clusters Score -4115446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Entering Unmasked Estep 
Score: -1125027.375000 Penalty: 1492.165649
	Iteration 0F: 2 clusters Score -1125027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1117960.375000 Penalty: 2984.331299
	Iteration 0F: 3 clusters Score -1117960 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1120394.500000 Penalty: 2984.331299
	Iteration 1F: 3 clusters Score -1120394 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1120790.875000 Penalty: 2984.331299
	Iteration 2F: 3 clusters Score -1120791 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1121178.500000 Penalty: 2984.331299
	Iteration 3F: 3 clusters Score -1121178 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1121606.125000 Penalty: 2984.331299
	Iteration 4F: 3 clusters Score -1121606 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1122086.125000 Penalty: 2984.331299
	Iteration 5F: 3 clusters Score -1122086 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1122515.000000 Penalty: 2984.331299
	Iteration 6F: 3 clusters Score -1122515 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1122878.125000 Penalty: 2984.331299
	Iteration 7F: 3 clusters Score -1122878 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1123162.125000 Penalty: 2984.331299
	Iteration 8Q: 3 clusters Score -1123162 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1123349.750000 Penalty: 2984.331299
	Iteration 9Q: 3 clusters Score -1123350 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1123470.750000 Penalty: 2984.331299
	Iteration 10Q: 3 clusters Score -1123471 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1123560.000000 Penalty: 2984.331299
	Iteration 11Q: 3 clusters Score -1123560 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1123642.500000 Penalty: 2984.331299
	Iteration 12Q: 3 clusters Score -1123642 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1123708.250000 Penalty: 2984.331299
	Iteration 13Q: 3 clusters Score -1123708 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1123762.875000 Penalty: 2984.331299
	Iteration 14Q: 3 clusters Score -1123763 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1123809.500000 Penalty: 2984.331299
	Iteration 15Q: 3 clusters Score -1123810 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1123855.000000 Penalty: 2984.331299
	Iteration 16Q: 3 clusters Score -1123855 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1123887.375000 Penalty: 2984.331299
	Iteration 17Q: 3 clusters Score -1123887 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1123913.500000 Penalty: 2984.331299
	Iteration 18Q: 3 clusters Score -1123914 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1123934.500000 Penalty: 2984.331299
	Iteration 19Q: 3 clusters Score -1123934 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1123959.875000 Penalty: 2984.331299
	Iteration 20F: 3 clusters Score -1123960 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1123982.000000 Penalty: 2984.331299
	Iteration 21Q: 3 clusters Score -1123982 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1123993.625000 Penalty: 2984.331299
	Iteration 22Q: 3 clusters Score -1123994 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1124004.875000 Penalty: 2984.331299
	Iteration 23Q: 3 clusters Score -1124005 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1124011.750000 Penalty: 2984.331299
	Iteration 24Q: 3 clusters Score -1124012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1124013.875000 Penalty: 2984.331299
	Iteration 25Q: 3 clusters Score -1124014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1124014.875000 Penalty: 2984.331299
	Iteration 26Q: 3 clusters Score -1124015 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1124020.000000 Penalty: 2984.331299
	Iteration 27Q: 3 clusters Score -1124020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1124027.250000 Penalty: 2984.331299
	Iteration 28Q: 3 clusters Score -1124027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1124026.625000 Penalty: 2984.331299
	Iteration 29Q: 3 clusters Score -1124027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1124031.250000 Penalty: 2984.331299
	Iteration 30Q: 3 clusters Score -1124031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1124031.500000 Penalty: 2984.331299
	Iteration 31Q: 3 clusters Score -1124032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1124037.375000 Penalty: 2984.331299
	Iteration 32Q: 3 clusters Score -1124037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1124037.625000 Penalty: 2984.331299
	Iteration 33Q: 3 clusters Score -1124038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1124039.750000 Penalty: 2984.331299
	Iteration 34Q: 3 clusters Score -1124040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1124042.375000 Penalty: 2984.331299
	Iteration 35Q: 3 clusters Score -1124042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1124043.250000 Penalty: 2984.331299
	Iteration 36Q: 3 clusters Score -1124043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1124043.750000 Penalty: 2984.331299
	Iteration 37Q: 3 clusters Score -1124044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1124043.375000 Penalty: 2984.331299
	Iteration 38Q: 3 clusters Score -1124043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1124042.750000 Penalty: 2984.331299
	Iteration 39Q: 3 clusters Score -1124043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1124045.250000 Penalty: 2984.331299
	Iteration 40F: 3 clusters Score -1124045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1124045.750000 Penalty: 2984.331299
	Iteration 41Q: 3 clusters Score -1124046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1124048.625000 Penalty: 2984.331299
	Iteration 42Q: 3 clusters Score -1124049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1124046.625000 Penalty: 2984.331299
	Iteration 43Q: 3 clusters Score -1124047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1124045.000000 Penalty: 2984.331299
	Iteration 44Q: 3 clusters Score -1124045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1124045.000000 Penalty: 2984.331299
	Iteration 45F: 3 clusters Score -1124045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Entering Unmasked Estep 
Score: -51421.589844 Penalty: 1100.811401
	Iteration 0F: 2 clusters Score -51421.59 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 441 members 
Entering Unmasked Estep 
Score: -50413.394531 Penalty: 2201.622803
	Iteration 0F: 3 clusters Score -50413.39 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -51517.222656 Penalty: 2201.622803
	Iteration 1F: 3 clusters Score -51517.22 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -52032.734375 Penalty: 2201.622803
	Iteration 2F: 3 clusters Score -52032.73 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -52408.878906 Penalty: 2201.622803
	Iteration 3F: 3 clusters Score -52408.88 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -52585.519531 Penalty: 2201.622803
	Iteration 4Q: 3 clusters Score -52585.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -52702.742188 Penalty: 2201.622803
	Iteration 5Q: 3 clusters Score -52702.74 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -52748.085938 Penalty: 2201.622803
	Iteration 6Q: 3 clusters Score -52748.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -52804.265625 Penalty: 2201.622803
	Iteration 7Q: 3 clusters Score -52804.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -52869.468750 Penalty: 2201.622803
	Iteration 8Q: 3 clusters Score -52869.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -52935.015625 Penalty: 2201.622803
	Iteration 9Q: 3 clusters Score -52935.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -53009.351562 Penalty: 2201.622803
	Iteration 10Q: 3 clusters Score -53009.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -53071.730469 Penalty: 2201.622803
	Iteration 11Q: 3 clusters Score -53071.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -53133.546875 Penalty: 2201.622803
	Iteration 12Q: 3 clusters Score -53133.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -53216.460938 Penalty: 2201.622803
	Iteration 13Q: 3 clusters Score -53216.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -53302.558594 Penalty: 2201.622803
	Iteration 14Q: 3 clusters Score -53302.56 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -53420.492188 Penalty: 2201.622803
	Iteration 15Q: 3 clusters Score -53420.49 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -53610.097656 Penalty: 2201.622803
	Iteration 16Q: 3 clusters Score -53610.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -53736.066406 Penalty: 2201.622803
	Iteration 17Q: 3 clusters Score -53736.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -53809.675781 Penalty: 2201.622803
	Iteration 18Q: 3 clusters Score -53809.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -53841.890625 Penalty: 2201.622803
	Iteration 19Q: 3 clusters Score -53841.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -53986.601562 Penalty: 2201.622803
	Iteration 20F: 3 clusters Score -53986.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -54225.277344 Penalty: 2201.622803
	Iteration 21Q: 3 clusters Score -54225.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -54335.003906 Penalty: 2201.622803
	Iteration 22Q: 3 clusters Score -54335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -54371.335938 Penalty: 2201.622803
	Iteration 23Q: 3 clusters Score -54371.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -54377.191406 Penalty: 2201.622803
	Iteration 24Q: 3 clusters Score -54377.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -54421.003906 Penalty: 2201.622803
	Iteration 25F: 3 clusters Score -54421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -54641.203125 Penalty: 2201.622803
	Iteration 26Q: 3 clusters Score -54641.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -54950.347656 Penalty: 2201.622803
	Iteration 27Q: 3 clusters Score -54950.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -55100.042969 Penalty: 2201.622803
	Iteration 28Q: 3 clusters Score -55100.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -55118.382812 Penalty: 2201.622803
	Iteration 29Q: 3 clusters Score -55118.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -55125.582031 Penalty: 2201.622803
	Iteration 30Q: 3 clusters Score -55125.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -55127.390625 Penalty: 2201.622803
	Iteration 31Q: 3 clusters Score -55127.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -55132.113281 Penalty: 2201.622803
	Iteration 32Q: 3 clusters Score -55132.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -55132.113281 Penalty: 2201.622803
	Iteration 33F: 3 clusters Score -55132.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 200643 members 
Mstep: Class 3 contains 99834 members 
Mstep: Class 4 contains 43254 members 
Mstep: Class 5 contains 72743 members 
Mstep: Class 6 contains 58917 members 
Mstep: Class 7 contains 133558 members 
Mstep: Class 8 contains 30822 members 
Mstep: Class 9 contains 36165 members 
Mstep: Class 10 contains 9726 members 
Mstep: Class 11 contains 398 members 
Mstep: Class 12 contains 924 members 
Mstep: Class 13 contains 7177 members 
Mstep: Class 14 contains 1833 members 
Mstep: Class 15 contains 10229 members 
Mstep: Class 16 contains 78763 members 
Mstep: Class 17 contains 119814 members 
Mstep: Class 18 contains 129235 members 
Mstep: Class 19 contains 3694 members 
Mstep: Class 20 contains 94533 members 
Mstep: Class 21 contains 33563 members 
Mstep: Class 22 contains 135667 members 
Mstep: Class 23 contains 23407 members 
Mstep: Class 24 contains 4468 members 
Mstep: Class 25 contains 1684 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 2403 members 
Mstep: Class 28 contains 109117 members 
Mstep: Class 29 contains 4498 members 
Mstep: Class 30 contains 122961 members 
Mstep: Class 31 contains 94275 members 
Mstep: Class 32 contains 2109 members 
Mstep: Class 33 contains 36897 members 
Mstep: Class 34 contains 477 members 
Entering Unmasked Estep 
Score: -194621344.000000 Penalty: 79336.289062
Splitting cluster 11 changes total score from -194613056.000000 to -194621344.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 12 (924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Entering Unmasked Estep 
Score: -60955.320312 Penalty: 1109.665649
	Iteration 0F: 2 clusters Score -60955.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -59899.687500 Penalty: 2219.331299
	Iteration 0F: 3 clusters Score -59899.69 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -61335.582031 Penalty: 2219.331299
	Iteration 1F: 3 clusters Score -61335.58 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -62201.386719 Penalty: 2219.331299
	Iteration 2F: 3 clusters Score -62201.39 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -62845.875000 Penalty: 2219.331299
	Iteration 3F: 3 clusters Score -62845.88 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -63313.816406 Penalty: 2219.331299
	Iteration 4F: 3 clusters Score -63313.82 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -63527.246094 Penalty: 2219.331299
	Iteration 5Q: 3 clusters Score -63527.25 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -63624.605469 Penalty: 2219.331299
	Iteration 6Q: 3 clusters Score -63624.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -63677.410156 Penalty: 2219.331299
	Iteration 7Q: 3 clusters Score -63677.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -63683.210938 Penalty: 2219.331299
	Iteration 8Q: 3 clusters Score -63683.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -63683.324219 Penalty: 2219.331299
	Iteration 9Q: 3 clusters Score -63683.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -63685.492188 Penalty: 2219.331299
	Iteration 10F: 3 clusters Score -63685.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -63696.531250 Penalty: 2219.331299
	Iteration 11Q: 3 clusters Score -63696.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -63700.937500 Penalty: 2219.331299
	Iteration 12Q: 3 clusters Score -63700.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -63712.292969 Penalty: 2219.331299
	Iteration 13Q: 3 clusters Score -63712.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -63714.355469 Penalty: 2219.331299
	Iteration 14Q: 3 clusters Score -63714.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -63715.175781 Penalty: 2219.331299
	Iteration 15Q: 3 clusters Score -63715.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -63715.175781 Penalty: 2219.331299
	Iteration 16F: 3 clusters Score -63715.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 200643 members 
Mstep: Class 3 contains 99834 members 
Mstep: Class 4 contains 43254 members 
Mstep: Class 5 contains 72743 members 
Mstep: Class 6 contains 58917 members 
Mstep: Class 7 contains 133558 members 
Mstep: Class 8 contains 30822 members 
Mstep: Class 9 contains 36165 members 
Mstep: Class 10 contains 9726 members 
Mstep: Class 11 contains 398 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 7177 members 
Mstep: Class 14 contains 1833 members 
Mstep: Class 15 contains 10229 members 
Mstep: Class 16 contains 78763 members 
Mstep: Class 17 contains 119814 members 
Mstep: Class 18 contains 129235 members 
Mstep: Class 19 contains 3694 members 
Mstep: Class 20 contains 94533 members 
Mstep: Class 21 contains 33563 members 
Mstep: Class 22 contains 135667 members 
Mstep: Class 23 contains 23407 members 
Mstep: Class 24 contains 4468 members 
Mstep: Class 25 contains 1684 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 2403 members 
Mstep: Class 28 contains 109117 members 
Mstep: Class 29 contains 4498 members 
Mstep: Class 30 contains 122961 members 
Mstep: Class 31 contains 94275 members 
Mstep: Class 32 contains 2109 members 
Mstep: Class 33 contains 36897 members 
Mstep: Class 34 contains 477 members 
Mstep: Class 35 contains 491 members 
Entering Unmasked Estep 
Score: -194622720.000000 Penalty: 81669.710938
Splitting cluster 12 changes total score from -194613056.000000 to -194622720.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 13 (7177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Entering Unmasked Estep 
Score: -820492.125000 Penalty: 1442.778442
	Iteration 0F: 2 clusters Score -820492.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -815133.687500 Penalty: 2885.556885
	Iteration 0F: 3 clusters Score -815133.7 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -816706.375000 Penalty: 2885.556885
	Iteration 1F: 3 clusters Score -816706.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -816963.187500 Penalty: 2885.556885
	Iteration 2F: 3 clusters Score -816963.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -817165.687500 Penalty: 2885.556885
	Iteration 3F: 3 clusters Score -817165.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -817320.750000 Penalty: 2885.556885
	Iteration 4Q: 3 clusters Score -817320.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -817472.250000 Penalty: 2885.556885
	Iteration 5Q: 3 clusters Score -817472.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -817594.937500 Penalty: 2885.556885
	Iteration 6Q: 3 clusters Score -817594.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -817692.687500 Penalty: 2885.556885
	Iteration 7Q: 3 clusters Score -817692.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -817782.625000 Penalty: 2885.556885
	Iteration 8Q: 3 clusters Score -817782.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -817881.750000 Penalty: 2885.556885
	Iteration 9Q: 3 clusters Score -817881.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -817964.062500 Penalty: 2885.556885
	Iteration 10Q: 3 clusters Score -817964.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -818052.625000 Penalty: 2885.556885
	Iteration 11Q: 3 clusters Score -818052.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -818142.812500 Penalty: 2885.556885
	Iteration 12Q: 3 clusters Score -818142.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -818234.125000 Penalty: 2885.556885
	Iteration 13Q: 3 clusters Score -818234.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -818316.375000 Penalty: 2885.556885
	Iteration 14Q: 3 clusters Score -818316.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -818402.312500 Penalty: 2885.556885
	Iteration 15Q: 3 clusters Score -818402.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -818480.687500 Penalty: 2885.556885
	Iteration 16Q: 3 clusters Score -818480.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -818555.250000 Penalty: 2885.556885
	Iteration 17Q: 3 clusters Score -818555.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -818628.125000 Penalty: 2885.556885
	Iteration 18Q: 3 clusters Score -818628.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -818699.375000 Penalty: 2885.556885
	Iteration 19Q: 3 clusters Score -818699.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -818770.125000 Penalty: 2885.556885
	Iteration 20F: 3 clusters Score -818770.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -818844.437500 Penalty: 2885.556885
	Iteration 21Q: 3 clusters Score -818844.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -818912.062500 Penalty: 2885.556885
	Iteration 22Q: 3 clusters Score -818912.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -818980.125000 Penalty: 2885.556885
	Iteration 23Q: 3 clusters Score -818980.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -819044.250000 Penalty: 2885.556885
	Iteration 24Q: 3 clusters Score -819044.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -819095.625000 Penalty: 2885.556885
	Iteration 25Q: 3 clusters Score -819095.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -819136.375000 Penalty: 2885.556885
	Iteration 26Q: 3 clusters Score -819136.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -819174.187500 Penalty: 2885.556885
	Iteration 27Q: 3 clusters Score -819174.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -819205.375000 Penalty: 2885.556885
	Iteration 28Q: 3 clusters Score -819205.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -819235.750000 Penalty: 2885.556885
	Iteration 29Q: 3 clusters Score -819235.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -819260.125000 Penalty: 2885.556885
	Iteration 30Q: 3 clusters Score -819260.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -819278.937500 Penalty: 2885.556885
	Iteration 31Q: 3 clusters Score -819278.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -819295.812500 Penalty: 2885.556885
	Iteration 32Q: 3 clusters Score -819295.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -819308.562500 Penalty: 2885.556885
	Iteration 33Q: 3 clusters Score -819308.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -819320.437500 Penalty: 2885.556885
	Iteration 34Q: 3 clusters Score -819320.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -819327.000000 Penalty: 2885.556885
	Iteration 35Q: 3 clusters Score -819327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -819330.312500 Penalty: 2885.556885
	Iteration 36Q: 3 clusters Score -819330.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -819332.812500 Penalty: 2885.556885
	Iteration 37Q: 3 clusters Score -819332.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -819336.812500 Penalty: 2885.556885
	Iteration 38Q: 3 clusters Score -819336.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -819340.937500 Penalty: 2885.556885
	Iteration 39Q: 3 clusters Score -819340.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -819346.750000 Penalty: 2885.556885
	Iteration 40F: 3 clusters Score -819346.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -819348.062500 Penalty: 2885.556885
	Iteration 41Q: 3 clusters Score -819348.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -819349.250000 Penalty: 2885.556885
	Iteration 42Q: 3 clusters Score -819349.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -819350.625000 Penalty: 2885.556885
	Iteration 43Q: 3 clusters Score -819350.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -819351.437500 Penalty: 2885.556885
	Iteration 44Q: 3 clusters Score -819351.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -819351.562500 Penalty: 2885.556885
	Iteration 45Q: 3 clusters Score -819351.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -819351.562500 Penalty: 2885.556885
	Iteration 46F: 3 clusters Score -819351.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Entering Unmasked Estep 
Score: -189188.796875 Penalty: 1220.977783
	Iteration 0F: 2 clusters Score -189188.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -187410.515625 Penalty: 2441.955566
	Iteration 0F: 3 clusters Score -187410.5 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -188409.546875 Penalty: 2441.955566
	Iteration 1F: 3 clusters Score -188409.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -189000.750000 Penalty: 2441.955566
	Iteration 2F: 3 clusters Score -189000.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -189354.859375 Penalty: 2441.955566
	Iteration 3F: 3 clusters Score -189354.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -189825.375000 Penalty: 2441.955566
	Iteration 4F: 3 clusters Score -189825.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -190148.750000 Penalty: 2441.955566
	Iteration 5F: 3 clusters Score -190148.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -190326.828125 Penalty: 2441.955566
	Iteration 6Q: 3 clusters Score -190326.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -190435.218750 Penalty: 2441.955566
	Iteration 7Q: 3 clusters Score -190435.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -190484.203125 Penalty: 2441.955566
	Iteration 8Q: 3 clusters Score -190484.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -190514.406250 Penalty: 2441.955566
	Iteration 9Q: 3 clusters Score -190514.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -190526.343750 Penalty: 2441.955566
	Iteration 10Q: 3 clusters Score -190526.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -190531.687500 Penalty: 2441.955566
	Iteration 11Q: 3 clusters Score -190531.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -190536.421875 Penalty: 2441.955566
	Iteration 12Q: 3 clusters Score -190536.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -190539.328125 Penalty: 2441.955566
	Iteration 13Q: 3 clusters Score -190539.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -190541.281250 Penalty: 2441.955566
	Iteration 14Q: 3 clusters Score -190541.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -190541.671875 Penalty: 2441.955566
	Iteration 15Q: 3 clusters Score -190541.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -190542.578125 Penalty: 2441.955566
	Iteration 16Q: 3 clusters Score -190542.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -190542.578125 Penalty: 2441.955566
	Iteration 17F: 3 clusters Score -190542.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 200643 members 
Mstep: Class 3 contains 99834 members 
Mstep: Class 4 contains 43254 members 
Mstep: Class 5 contains 72743 members 
Mstep: Class 6 contains 58917 members 
Mstep: Class 7 contains 133558 members 
Mstep: Class 8 contains 30822 members 
Mstep: Class 9 contains 36165 members 
Mstep: Class 10 contains 9726 members 
Mstep: Class 11 contains 398 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 7177 members 
Mstep: Class 14 contains 638 members 
Mstep: Class 15 contains 10229 members 
Mstep: Class 16 contains 78763 members 
Mstep: Class 17 contains 119814 members 
Mstep: Class 18 contains 129235 members 
Mstep: Class 19 contains 3694 members 
Mstep: Class 20 contains 94533 members 
Mstep: Class 21 contains 33563 members 
Mstep: Class 22 contains 135667 members 
Mstep: Class 23 contains 23407 members 
Mstep: Class 24 contains 4468 members 
Mstep: Class 25 contains 1684 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 2403 members 
Mstep: Class 28 contains 109117 members 
Mstep: Class 29 contains 4498 members 
Mstep: Class 30 contains 122961 members 
Mstep: Class 31 contains 94275 members 
Mstep: Class 32 contains 2109 members 
Mstep: Class 33 contains 36897 members 
Mstep: Class 34 contains 477 members 
Mstep: Class 35 contains 491 members 
Mstep: Class 36 contains 1195 members 
Entering Unmasked Estep 
Score: -194625008.000000 Penalty: 84003.132812
Splitting cluster 14 changes total score from -194613056.000000 to -194625008.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 15 (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: -1110794.625000 Penalty: 1500.359497
	Iteration 0F: 2 clusters Score -1110795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1103564.625000 Penalty: 3000.718994
	Iteration 0F: 3 clusters Score -1103565 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1105998.000000 Penalty: 3000.718994
	Iteration 1F: 3 clusters Score -1105998 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1106362.000000 Penalty: 3000.718994
	Iteration 2F: 3 clusters Score -1106362 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1106669.750000 Penalty: 3000.718994
	Iteration 3F: 3 clusters Score -1106670 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1106968.000000 Penalty: 3000.718994
	Iteration 4F: 3 clusters Score -1106968 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1107254.250000 Penalty: 3000.718994
	Iteration 5Q: 3 clusters Score -1107254 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1107582.125000 Penalty: 3000.718994
	Iteration 6F: 3 clusters Score -1107582 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1107901.000000 Penalty: 3000.718994
	Iteration 7Q: 3 clusters Score -1107901 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1108262.000000 Penalty: 3000.718994
	Iteration 8Q: 3 clusters Score -1108262 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1108594.500000 Penalty: 3000.718994
	Iteration 9Q: 3 clusters Score -1108594 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1108855.625000 Penalty: 3000.718994
	Iteration 10Q: 3 clusters Score -1108856 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1109068.250000 Penalty: 3000.718994
	Iteration 11Q: 3 clusters Score -1109068 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1109212.250000 Penalty: 3000.718994
	Iteration 12Q: 3 clusters Score -1109212 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1109315.875000 Penalty: 3000.718994
	Iteration 13Q: 3 clusters Score -1109316 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1109385.750000 Penalty: 3000.718994
	Iteration 14Q: 3 clusters Score -1109386 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1109423.250000 Penalty: 3000.718994
	Iteration 15Q: 3 clusters Score -1109423 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1109449.500000 Penalty: 3000.718994
	Iteration 16Q: 3 clusters Score -1109450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1109467.250000 Penalty: 3000.718994
	Iteration 17Q: 3 clusters Score -1109467 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1109475.000000 Penalty: 3000.718994
	Iteration 18Q: 3 clusters Score -1109475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1109482.875000 Penalty: 3000.718994
	Iteration 19Q: 3 clusters Score -1109483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1109489.125000 Penalty: 3000.718994
	Iteration 20F: 3 clusters Score -1109489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1109493.625000 Penalty: 3000.718994
	Iteration 21Q: 3 clusters Score -1109494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1109496.750000 Penalty: 3000.718994
	Iteration 22Q: 3 clusters Score -1109497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1109496.750000 Penalty: 3000.718994
	Iteration 23F: 3 clusters Score -1109497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (78763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78763 members 
Entering Unmasked Estep 
Score: -8931014.000000 Penalty: 1832.057251
	Iteration 0F: 2 clusters Score -8931014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39495 members 
Mstep: Class 2 contains 39268 members 
Entering Unmasked Estep 
Score: -8878463.000000 Penalty: 3664.114502
	Iteration 0F: 3 clusters Score -8878463 nChanged 37444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39653 members 
Mstep: Class 2 contains 39110 members 
Entering Unmasked Estep 
Score: -8900693.000000 Penalty: 3664.114502
	Iteration 1F: 3 clusters Score -8900693 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39320 members 
Mstep: Class 2 contains 39443 members 
Entering Unmasked Estep 
Score: -8901944.000000 Penalty: 3664.114502
	Iteration 2Q: 3 clusters Score -8901944 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38860 members 
Mstep: Class 2 contains 39903 members 
Entering Unmasked Estep 
Score: -8903797.000000 Penalty: 3664.114502
	Iteration 3F: 3 clusters Score -8903797 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38234 members 
Mstep: Class 2 contains 40529 members 
Entering Unmasked Estep 
Score: -8906217.000000 Penalty: 3664.114502
	Iteration 4F: 3 clusters Score -8906217 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37667 members 
Mstep: Class 2 contains 41096 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -8909028 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37264 members 
Mstep: Class 2 contains 41499 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -8911947 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36952 members 
Mstep: Class 2 contains 41811 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -8914502 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36760 members 
Mstep: Class 2 contains 42003 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -8916319 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36511 members 
Mstep: Class 2 contains 42252 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -8917448 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36297 members 
Mstep: Class 2 contains 42466 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -8918081 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36074 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -8918431 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35836 members 
Mstep: Class 2 contains 42927 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -8918672 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35593 members 
Mstep: Class 2 contains 43170 members 
Entering Unmasked Estep 
Score: -8918812.000000 Penalty: 3664.114502
	Iteration 13Q: 3 clusters Score -8918812 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 43387 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8918908 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35161 members 
Mstep: Class 2 contains 43602 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8919078 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34957 members 
Mstep: Class 2 contains 43806 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8919228 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 44007 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8919310 nChanged 599
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34527 members 
Mstep: Class 2 contains 44236 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8919372 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34271 members 
Mstep: Class 2 contains 44492 members 
Entering Unmasked Estep 
Score: -8919464.000000 Penalty: 3664.114502
	Iteration 19Q: 3 clusters Score -8919464 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33980 members 
Mstep: Class 2 contains 44783 members 
Entering Unmasked Estep 
Score: -8919553.000000 Penalty: 3664.114502
	Iteration 20F: 3 clusters Score -8919553 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33688 members 
Mstep: Class 2 contains 45075 members 
Entering Unmasked Estep 
Score: -8919617.000000 Penalty: 3664.114502
	Iteration 21Q: 3 clusters Score -8919617 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33352 members 
Mstep: Class 2 contains 45411 members 
Entering Unmasked Estep 
Score: -8919708.000000 Penalty: 3664.114502
	Iteration 22Q: 3 clusters Score -8919708 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 45779 members 
Entering Unmasked Estep 
Score: -8919829.000000 Penalty: 3664.114502
	Iteration 23Q: 3 clusters Score -8919829 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32602 members 
Mstep: Class 2 contains 46161 members 
Entering Unmasked Estep 
Score: -8919916.000000 Penalty: 3664.114502
	Iteration 24Q: 3 clusters Score -8919916 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32190 members 
Mstep: Class 2 contains 46573 members 
Entering Unmasked Estep 
Score: -8920032.000000 Penalty: 3664.114502
	Iteration 25Q: 3 clusters Score -8920032 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 47030 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8920171 nChanged 632
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31263 members 
Mstep: Class 2 contains 47500 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8920254 nChanged 644
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30779 members 
Mstep: Class 2 contains 47984 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8920389 nChanged 643
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 48475 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8920528 nChanged 646
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29790 members 
Mstep: Class 2 contains 48973 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8920611 nChanged 652
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29272 members 
Mstep: Class 2 contains 49491 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8920749 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 50023 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8920856 nChanged 617
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 50532 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8920950 nChanged 569
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 50995 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8921084 nChanged 543
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 51462 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8921163 nChanged 519
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 51923 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8921226 nChanged 514
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 52403 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8921333 nChanged 480
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 52865 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8921394 nChanged 467
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 53320 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8921425 nChanged 477
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 53789 members 
Entering Unmasked Estep 
Score: -8921502.000000 Penalty: 3664.114502
	Iteration 40F: 3 clusters Score -8921502 nChanged 475
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 54256 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8921542 nChanged 469
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 54719 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8921616 nChanged 484
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 55195 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8921702 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 55675 members 
Entering Unmasked Estep 
Score: -8921808.000000 Penalty: 3664.114502
	Iteration 44Q: 3 clusters Score -8921808 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 56154 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8921884 nChanged 522
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 56664 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8921963 nChanged 544
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 57198 members 
Entering Unmasked Estep 
Score: -8922059.000000 Penalty: 3664.114502
	Iteration 47Q: 3 clusters Score -8922059 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 57730 members 
Entering Unmasked Estep 
Score: -8922157.000000 Penalty: 3664.114502
	Iteration 48Q: 3 clusters Score -8922157 nChanged 543
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 58273 members 
Entering Unmasked Estep 
Score: -8922221.000000 Penalty: 3664.114502
	Iteration 49Q: 3 clusters Score -8922221 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 58849 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8922316 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 59412 members 
Entering Unmasked Estep 
Score: -8922398.000000 Penalty: 3664.114502
	Iteration 51Q: 3 clusters Score -8922398 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 59974 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8922584 nChanged 610
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 60584 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8922658 nChanged 639
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 61219 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8922785 nChanged 650
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 61865 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8922921 nChanged 636
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 62493 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8923049 nChanged 637
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 63128 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8923173 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 63796 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8923339 nChanged 694
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 64490 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8923512 nChanged 716
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 65206 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8923669 nChanged 770
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 65976 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8923847 nChanged 793
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 66767 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8924062 nChanged 842
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 67609 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8924269 nChanged 851
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 68460 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8924567 nChanged 850
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Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 69310 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8924887 nChanged 886
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Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 70194 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8925219 nChanged 865
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Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 71057 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8925540 nChanged 856
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 71911 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8925920 nChanged 911
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 72822 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8926304 nChanged 872
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 73690 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8926767 nChanged 838
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 74526 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8927208 nChanged 789
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 75307 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8927662 nChanged 662
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 75961 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8928019 nChanged 550
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 76505 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8928320 nChanged 477
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Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 76974 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8928689 nChanged 384
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Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 77338 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8928918 nChanged 316
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 77642 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8929128 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 77847 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8929264 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 77974 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8929350 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 78057 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8929400 nChanged 81
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 78118 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8929450 nChanged 52
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Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 78162 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8929478 nChanged 42
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Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 78190 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8929496 nChanged 28
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Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 78206 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8929517 nChanged 19
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Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 78217 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8929523 nChanged 21
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Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 78232 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8929547 nChanged 16
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Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 78246 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8929553 nChanged 15
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Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 78259 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8929557 nChanged 8
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Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 78267 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8929560 nChanged 13
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Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 78274 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8929574 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 78284 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8929578 nChanged 12
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Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 78296 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8929583 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 78304 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8929593 nChanged 7
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Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 78309 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8929586 nChanged 5
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Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 78314 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8929601 nChanged 5
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Mstep: Class 2 contains 78315 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8929601 nChanged 2
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Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 78317 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8929606 nChanged 1
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8929609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 78318 members 
Entering Unmasked Estep 
Score: -8929609.000000 Penalty: 3664.114502
	Iteration 99F: 3 clusters Score -8929609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (119814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119814 members 
Entering Unmasked Estep 
Score: -14216830.000000 Penalty: 1900.225586
	Iteration 0F: 2 clusters Score -1.421683e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59664 members 
Mstep: Class 2 contains 60150 members 
Entering Unmasked Estep 
Score: -14144190.000000 Penalty: 3800.451172
	Iteration 0F: 3 clusters Score -1.414419e+07 nChanged 57477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55863 members 
Mstep: Class 2 contains 63951 members 
Entering Unmasked Estep 
Score: -14177516.000000 Penalty: 3800.451172
	Iteration 1F: 3 clusters Score -1.417752e+07 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53655 members 
Mstep: Class 2 contains 66159 members 
Entering Unmasked Estep 
Score: -14178647.000000 Penalty: 3800.451172
	Iteration 2Q: 3 clusters Score -1.417865e+07 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50348 members 
Mstep: Class 2 contains 69466 members 
Entering Unmasked Estep 
Score: -14180358.000000 Penalty: 3800.451172
	Iteration 3Q: 3 clusters Score -1.418036e+07 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45647 members 
Mstep: Class 2 contains 74167 members 
Entering Unmasked Estep 
Score: -14183249.000000 Penalty: 3800.451172
	Iteration 4Q: 3 clusters Score -1.418325e+07 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39528 members 
Mstep: Class 2 contains 80286 members 
Entering Unmasked Estep 
Score: -14187660.000000 Penalty: 3800.451172
	Iteration 5F: 3 clusters Score -1.418766e+07 nChanged 7802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32642 members 
Mstep: Class 2 contains 87172 members 
Entering Unmasked Estep 
Score: -14194202.000000 Penalty: 3800.451172
	Iteration 6F: 3 clusters Score -1.41942e+07 nChanged 8001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 94429 members 
Entering Unmasked Estep 
Score: -14200666.000000 Penalty: 3800.451172
	Iteration 7F: 3 clusters Score -1.420067e+07 nChanged 6946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 100893 members 
Entering Unmasked Estep 
Score: -14205476.000000 Penalty: 3800.451172
	Iteration 8F: 3 clusters Score -1.420548e+07 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 106208 members 
Entering Unmasked Estep 
Score: -14208632.000000 Penalty: 3800.451172
	Iteration 9Q: 3 clusters Score -1.420863e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 110380 members 
Entering Unmasked Estep 
Score: -14210887.000000 Penalty: 3800.451172
	Iteration 10Q: 3 clusters Score -1.421089e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 113626 members 
Entering Unmasked Estep 
Score: -14212465.000000 Penalty: 3800.451172
	Iteration 11Q: 3 clusters Score -1.421246e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 115881 members 
Entering Unmasked Estep 
Score: -14213480.000000 Penalty: 3800.451172
	Iteration 12Q: 3 clusters Score -1.421348e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 117416 members 
Entering Unmasked Estep 
Score: -14214062.000000 Penalty: 3800.451172
	Iteration 13Q: 3 clusters Score -1.421406e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 118339 members 
Entering Unmasked Estep 
Score: -14214525.000000 Penalty: 3800.451172
	Iteration 14Q: 3 clusters Score -1.421452e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 118874 members 
Entering Unmasked Estep 
Score: -14214816.000000 Penalty: 3800.451172
	Iteration 15Q: 3 clusters Score -1.421482e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 119126 members 
Entering Unmasked Estep 
Score: -14214966.000000 Penalty: 3800.451172
	Iteration 16Q: 3 clusters Score -1.421497e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 119273 members 
Entering Unmasked Estep 
Score: -14215055.000000 Penalty: 3800.451172
	Iteration 17Q: 3 clusters Score -1.421506e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 119361 members 
Entering Unmasked Estep 
Score: -14215099.000000 Penalty: 3800.451172
	Iteration 18Q: 3 clusters Score -1.42151e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 119413 members 
Entering Unmasked Estep 
Score: -14215150.000000 Penalty: 3800.451172
	Iteration 19Q: 3 clusters Score -1.421515e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 119456 members 
Entering Unmasked Estep 
Score: -14215183.000000 Penalty: 3800.451172
	Iteration 20F: 3 clusters Score -1.421518e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 119479 members 
Entering Unmasked Estep 
Score: -14215202.000000 Penalty: 3800.451172
	Iteration 21Q: 3 clusters Score -1.42152e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 119493 members 
Entering Unmasked Estep 
Score: -14215209.000000 Penalty: 3800.451172
	Iteration 22Q: 3 clusters Score -1.421521e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 119501 members 
Entering Unmasked Estep 
Score: -14215229.000000 Penalty: 3800.451172
	Iteration 23Q: 3 clusters Score -1.421523e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 119508 members 
Entering Unmasked Estep 
Score: -14215239.000000 Penalty: 3800.451172
	Iteration 24Q: 3 clusters Score -1.421524e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 119519 members 
Entering Unmasked Estep 
Score: -14215243.000000 Penalty: 3800.451172
	Iteration 25Q: 3 clusters Score -1.421524e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 119527 members 
Entering Unmasked Estep 
Score: -14215251.000000 Penalty: 3800.451172
	Iteration 26Q: 3 clusters Score -1.421525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 119529 members 
Entering Unmasked Estep 
Score: -14215266.000000 Penalty: 3800.451172
	Iteration 27Q: 3 clusters Score -1.421527e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 119530 members 
Entering Unmasked Estep 
Score: -14215265.000000 Penalty: 3800.451172
	Iteration 28Q: 3 clusters Score -1.421526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 119533 members 
Entering Unmasked Estep 
Score: -14215271.000000 Penalty: 3800.451172
	Iteration 29Q: 3 clusters Score -1.421527e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 119534 members 
Entering Unmasked Estep 
Score: -14215268.000000 Penalty: 3800.451172
	Iteration 30Q: 3 clusters Score -1.421527e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 119534 members 
Entering Unmasked Estep 
Score: -14215268.000000 Penalty: 3800.451172
	Iteration 31F: 3 clusters Score -1.421527e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (129235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129235 members 
Entering Unmasked Estep 
Score: -15263178.000000 Penalty: 1912.525635
	Iteration 0F: 2 clusters Score -1.526318e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64545 members 
Mstep: Class 2 contains 64690 members 
Entering Unmasked Estep 
Score: -15186848.000000 Penalty: 3825.051270
	Iteration 0F: 3 clusters Score -1.518685e+07 nChanged 62212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64735 members 
Mstep: Class 2 contains 64500 members 
Entering Unmasked Estep 
Score: -15223311.000000 Penalty: 3825.051270
	Iteration 1F: 3 clusters Score -1.522331e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65886 members 
Mstep: Class 2 contains 63349 members 
Entering Unmasked Estep 
Score: -15224260.000000 Penalty: 3825.051270
	Iteration 2Q: 3 clusters Score -1.522426e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67634 members 
Mstep: Class 2 contains 61601 members 
Entering Unmasked Estep 
Score: -15225465.000000 Penalty: 3825.051270
	Iteration 3Q: 3 clusters Score -1.522546e+07 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70226 members 
Mstep: Class 2 contains 59009 members 
Entering Unmasked Estep 
Score: -15227156.000000 Penalty: 3825.051270
	Iteration 4Q: 3 clusters Score -1.522716e+07 nChanged 6140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74142 members 
Mstep: Class 2 contains 55093 members 
Entering Unmasked Estep 
Score: -15230054.000000 Penalty: 3825.051270
	Iteration 5Q: 3 clusters Score -1.523005e+07 nChanged 7510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79472 members 
Mstep: Class 2 contains 49763 members 
Entering Unmasked Estep 
Score: -15234632.000000 Penalty: 3825.051270
	Iteration 6F: 3 clusters Score -1.523463e+07 nChanged 8655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85965 members 
Mstep: Class 2 contains 43270 members 
Entering Unmasked Estep 
Score: -15241437.000000 Penalty: 3825.051270
	Iteration 7F: 3 clusters Score -1.524144e+07 nChanged 8708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92131 members 
Mstep: Class 2 contains 37104 members 
Entering Unmasked Estep 
Score: -15248971.000000 Penalty: 3825.051270
	Iteration 8F: 3 clusters Score -1.524897e+07 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96721 members 
Mstep: Class 2 contains 32514 members 
Entering Unmasked Estep 
Score: -15254386.000000 Penalty: 3825.051270
	Iteration 9F: 3 clusters Score -1.525439e+07 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99756 members 
Mstep: Class 2 contains 29479 members 
Entering Unmasked Estep 
Score: -15256799.000000 Penalty: 3825.051270
	Iteration 10Q: 3 clusters Score -1.52568e+07 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101851 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -15258256.000000 Penalty: 3825.051270
	Iteration 11Q: 3 clusters Score -1.525826e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103524 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -15259458.000000 Penalty: 3825.051270
	Iteration 12Q: 3 clusters Score -1.525946e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104843 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -15260380.000000 Penalty: 3825.051270
	Iteration 13Q: 3 clusters Score -1.526038e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105703 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -15261282.000000 Penalty: 3825.051270
	Iteration 14Q: 3 clusters Score -1.526128e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106188 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -15261939.000000 Penalty: 3825.051270
	Iteration 15Q: 3 clusters Score -1.526194e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106305 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -15262774.000000 Penalty: 3825.051270
	Iteration 16Q: 3 clusters Score -1.526277e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106107 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -15263666.000000 Penalty: 3825.051270
	Iteration 17Q: 3 clusters Score -1.526367e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105749 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -15264451.000000 Penalty: 3825.051270
	Iteration 18Q: 3 clusters Score -1.526445e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105121 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -15265285.000000 Penalty: 3825.051270
	Iteration 19Q: 3 clusters Score -1.526528e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104429 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -15265908.000000 Penalty: 3825.051270
	Iteration 20F: 3 clusters Score -1.526591e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103694 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -15266476.000000 Penalty: 3825.051270
	Iteration 21Q: 3 clusters Score -1.526648e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102907 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -15266895.000000 Penalty: 3825.051270
	Iteration 22Q: 3 clusters Score -1.52669e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102203 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
Score: -15267294.000000 Penalty: 3825.051270
	Iteration 23Q: 3 clusters Score -1.526729e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101618 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -15267527.000000 Penalty: 3825.051270
	Iteration 24Q: 3 clusters Score -1.526753e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101075 members 
Mstep: Class 2 contains 28160 members 
Entering Unmasked Estep 
Score: -15267666.000000 Penalty: 3825.051270
	Iteration 25Q: 3 clusters Score -1.526767e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100649 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -15267869.000000 Penalty: 3825.051270
	Iteration 26Q: 3 clusters Score -1.526787e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100265 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -15268045.000000 Penalty: 3825.051270
	Iteration 27Q: 3 clusters Score -1.526804e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99952 members 
Mstep: Class 2 contains 29283 members 
Entering Unmasked Estep 
Score: -15268113.000000 Penalty: 3825.051270
	Iteration 28Q: 3 clusters Score -1.526811e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99647 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -15268188.000000 Penalty: 3825.051270
	Iteration 29Q: 3 clusters Score -1.526819e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99340 members 
Mstep: Class 2 contains 29895 members 
Entering Unmasked Estep 
Score: -15268239.000000 Penalty: 3825.051270
	Iteration 30Q: 3 clusters Score -1.526824e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99122 members 
Mstep: Class 2 contains 30113 members 
Entering Unmasked Estep 
Score: -15268280.000000 Penalty: 3825.051270
	Iteration 31Q: 3 clusters Score -1.526828e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98958 members 
Mstep: Class 2 contains 30277 members 
Entering Unmasked Estep 
Score: -15268308.000000 Penalty: 3825.051270
	Iteration 32Q: 3 clusters Score -1.526831e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98830 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -15268303.000000 Penalty: 3825.051270
	Iteration 33Q: 3 clusters Score -1.52683e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98717 members 
Mstep: Class 2 contains 30518 members 
Entering Unmasked Estep 
Score: -15268334.000000 Penalty: 3825.051270
	Iteration 34Q: 3 clusters Score -1.526833e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98661 members 
Mstep: Class 2 contains 30574 members 
Entering Unmasked Estep 
Score: -15268335.000000 Penalty: 3825.051270
	Iteration 35Q: 3 clusters Score -1.526834e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98633 members 
Mstep: Class 2 contains 30602 members 
Entering Unmasked Estep 
Score: -15268342.000000 Penalty: 3825.051270
	Iteration 36Q: 3 clusters Score -1.526834e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98598 members 
Mstep: Class 2 contains 30637 members 
Entering Unmasked Estep 
Score: -15268337.000000 Penalty: 3825.051270
	Iteration 37Q: 3 clusters Score -1.526834e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98553 members 
Mstep: Class 2 contains 30682 members 
Entering Unmasked Estep 
Score: -15268313.000000 Penalty: 3825.051270
	Iteration 38Q: 3 clusters Score -1.526831e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98496 members 
Mstep: Class 2 contains 30739 members 
Entering Unmasked Estep 
Score: -15268323.000000 Penalty: 3825.051270
	Iteration 39Q: 3 clusters Score -1.526832e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98453 members 
Mstep: Class 2 contains 30782 members 
Entering Unmasked Estep 
Score: -15268339.000000 Penalty: 3825.051270
	Iteration 40F: 3 clusters Score -1.526834e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98417 members 
Mstep: Class 2 contains 30818 members 
Entering Unmasked Estep 
Score: -15268343.000000 Penalty: 3825.051270
	Iteration 41Q: 3 clusters Score -1.526834e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98399 members 
Mstep: Class 2 contains 30836 members 
Entering Unmasked Estep 
Score: -15268359.000000 Penalty: 3825.051270
	Iteration 42Q: 3 clusters Score -1.526836e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98380 members 
Mstep: Class 2 contains 30855 members 
Entering Unmasked Estep 
Score: -15268372.000000 Penalty: 3825.051270
	Iteration 43Q: 3 clusters Score -1.526837e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98362 members 
Mstep: Class 2 contains 30873 members 
Entering Unmasked Estep 
Score: -15268362.000000 Penalty: 3825.051270
	Iteration 44Q: 3 clusters Score -1.526836e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98345 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
Score: -15268374.000000 Penalty: 3825.051270
	Iteration 45Q: 3 clusters Score -1.526837e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98322 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
Score: -15268380.000000 Penalty: 3825.051270
	Iteration 46Q: 3 clusters Score -1.526838e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98308 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -15268373.000000 Penalty: 3825.051270
	Iteration 47Q: 3 clusters Score -1.526837e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98302 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -15268381.000000 Penalty: 3825.051270
	Iteration 48Q: 3 clusters Score -1.526838e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98296 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
Score: -15268395.000000 Penalty: 3825.051270
	Iteration 49Q: 3 clusters Score -1.52684e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98282 members 
Mstep: Class 2 contains 30953 members 
Entering Unmasked Estep 
Score: -15268399.000000 Penalty: 3825.051270
	Iteration 50Q: 3 clusters Score -1.52684e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98279 members 
Mstep: Class 2 contains 30956 members 
Entering Unmasked Estep 
Score: -15268390.000000 Penalty: 3825.051270
	Iteration 51Q: 3 clusters Score -1.526839e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98280 members 
Mstep: Class 2 contains 30955 members 
Entering Unmasked Estep 
Score: -15268403.000000 Penalty: 3825.051270
	Iteration 52Q: 3 clusters Score -1.52684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98276 members 
Mstep: Class 2 contains 30959 members 
Entering Unmasked Estep 
Score: -15268383.000000 Penalty: 3825.051270
	Iteration 53Q: 3 clusters Score -1.526838e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98271 members 
Mstep: Class 2 contains 30964 members 
Entering Unmasked Estep 
Score: -15268387.000000 Penalty: 3825.051270
	Iteration 54Q: 3 clusters Score -1.526839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98269 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -15268382.000000 Penalty: 3825.051270
	Iteration 55Q: 3 clusters Score -1.526838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98267 members 
Mstep: Class 2 contains 30968 members 
Entering Unmasked Estep 
Score: -15268380.000000 Penalty: 3825.051270
	Iteration 56Q: 3 clusters Score -1.526838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98267 members 
Mstep: Class 2 contains 30968 members 
Entering Unmasked Estep 
Score: -15268390.000000 Penalty: 3825.051270
	Iteration 57Q: 3 clusters Score -1.526839e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98269 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -15268387.000000 Penalty: 3825.051270
	Iteration 58Q: 3 clusters Score -1.526839e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98264 members 
Mstep: Class 2 contains 30971 members 
Entering Unmasked Estep 
Score: -15268380.000000 Penalty: 3825.051270
	Iteration 59Q: 3 clusters Score -1.526838e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98264 members 
Mstep: Class 2 contains 30971 members 
Entering Unmasked Estep 
Score: -15268380.000000 Penalty: 3825.051270
	Iteration 60F: 3 clusters Score -1.526838e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 200643 members 
Mstep: Class 3 contains 99834 members 
Mstep: Class 4 contains 43254 members 
Mstep: Class 5 contains 72743 members 
Mstep: Class 6 contains 58917 members 
Mstep: Class 7 contains 133558 members 
Mstep: Class 8 contains 30822 members 
Mstep: Class 9 contains 36165 members 
Mstep: Class 10 contains 9726 members 
Mstep: Class 11 contains 398 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 7177 members 
Mstep: Class 14 contains 638 members 
Mstep: Class 15 contains 10229 members 
Mstep: Class 16 contains 78763 members 
Mstep: Class 17 contains 119814 members 
Mstep: Class 18 contains 98264 members 
Mstep: Class 19 contains 3694 members 
Mstep: Class 20 contains 94533 members 
Mstep: Class 21 contains 33563 members 
Mstep: Class 22 contains 135667 members 
Mstep: Class 23 contains 23407 members 
Mstep: Class 24 contains 4468 members 
Mstep: Class 25 contains 1684 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 2403 members 
Mstep: Class 28 contains 109117 members 
Mstep: Class 29 contains 4498 members 
Mstep: Class 30 contains 122961 members 
Mstep: Class 31 contains 94275 members 
Mstep: Class 32 contains 2109 members 
Mstep: Class 33 contains 36897 members 
Mstep: Class 34 contains 477 members 
Mstep: Class 35 contains 491 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 30971 members 
Entering Unmasked Estep 
Score: -194631664.000000 Penalty: 86336.546875
Splitting cluster 18 changes total score from -194613056.000000 to -194631664.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 19 (3694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Entering Unmasked Estep 
Score: -385863.031250 Penalty: 1334.850586
	Iteration 0F: 2 clusters Score -385863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -382749.406250 Penalty: 2669.701172
	Iteration 0F: 3 clusters Score -382749.4 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -383993.750000 Penalty: 2669.701172
	Iteration 1F: 3 clusters Score -383993.8 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -384825.843750 Penalty: 2669.701172
	Iteration 2F: 3 clusters Score -384825.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -385760.312500 Penalty: 2669.701172
	Iteration 3F: 3 clusters Score -385760.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -386318.875000 Penalty: 2669.701172
	Iteration 4F: 3 clusters Score -386318.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -386505.093750 Penalty: 2669.701172
	Iteration 5F: 3 clusters Score -386505.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -386563.468750 Penalty: 2669.701172
	Iteration 6Q: 3 clusters Score -386563.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -386579.562500 Penalty: 2669.701172
	Iteration 7Q: 3 clusters Score -386579.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -386584.750000 Penalty: 2669.701172
	Iteration 8Q: 3 clusters Score -386584.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -386587.093750 Penalty: 2669.701172
	Iteration 9Q: 3 clusters Score -386587.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -386587.906250 Penalty: 2669.701172
	Iteration 10Q: 3 clusters Score -386587.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -386589.062500 Penalty: 2669.701172
	Iteration 11Q: 3 clusters Score -386589.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -386590.156250 Penalty: 2669.701172
	Iteration 12Q: 3 clusters Score -386590.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -386590.437500 Penalty: 2669.701172
	Iteration 13Q: 3 clusters Score -386590.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -386591.468750 Penalty: 2669.701172
	Iteration 14Q: 3 clusters Score -386591.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -386592.843750 Penalty: 2669.701172
	Iteration 15Q: 3 clusters Score -386592.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -386593.031250 Penalty: 2669.701172
	Iteration 16Q: 3 clusters Score -386593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -386593.031250 Penalty: 2669.701172
	Iteration 17F: 3 clusters Score -386593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 200643 members 
Mstep: Class 3 contains 99834 members 
Mstep: Class 4 contains 43254 members 
Mstep: Class 5 contains 72743 members 
Mstep: Class 6 contains 58917 members 
Mstep: Class 7 contains 133558 members 
Mstep: Class 8 contains 30822 members 
Mstep: Class 9 contains 36165 members 
Mstep: Class 10 contains 9726 members 
Mstep: Class 11 contains 398 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 7177 members 
Mstep: Class 14 contains 638 members 
Mstep: Class 15 contains 10229 members 
Mstep: Class 16 contains 78763 members 
Mstep: Class 17 contains 119814 members 
Mstep: Class 18 contains 98264 members 
Mstep: Class 19 contains 2551 members 
Mstep: Class 20 contains 94533 members 
Mstep: Class 21 contains 33563 members 
Mstep: Class 22 contains 135667 members 
Mstep: Class 23 contains 23407 members 
Mstep: Class 24 contains 4468 members 
Mstep: Class 25 contains 1684 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 2403 members 
Mstep: Class 28 contains 109117 members 
Mstep: Class 29 contains 4498 members 
Mstep: Class 30 contains 122961 members 
Mstep: Class 31 contains 94275 members 
Mstep: Class 32 contains 2109 members 
Mstep: Class 33 contains 36897 members 
Mstep: Class 34 contains 477 members 
Mstep: Class 35 contains 491 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 30971 members 
Mstep: Class 38 contains 1143 members 
Entering Unmasked Estep 
Score: -194630640.000000 Penalty: 88669.968750
Splitting cluster 19 changes total score from -194613056.000000 to -194630640.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 20 (94533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94533 members 
Entering Unmasked Estep 
Score: -11285329.000000 Penalty: 1861.714478
	Iteration 0F: 2 clusters Score -1.128533e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47233 members 
Mstep: Class 2 contains 47300 members 
Entering Unmasked Estep 
Score: -11223318.000000 Penalty: 3723.428955
	Iteration 0F: 3 clusters Score -1.122332e+07 nChanged 45088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46895 members 
Mstep: Class 2 contains 47638 members 
Entering Unmasked Estep 
Score: -11249613.000000 Penalty: 3723.428955
	Iteration 1F: 3 clusters Score -1.124961e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46313 members 
Mstep: Class 2 contains 48220 members 
Entering Unmasked Estep 
Score: -11250527.000000 Penalty: 3723.428955
	Iteration 2Q: 3 clusters Score -1.125053e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45349 members 
Mstep: Class 2 contains 49184 members 
Entering Unmasked Estep 
Score: -11251687.000000 Penalty: 3723.428955
	Iteration 3Q: 3 clusters Score -1.125169e+07 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43890 members 
Mstep: Class 2 contains 50643 members 
Entering Unmasked Estep 
Score: -11253422.000000 Penalty: 3723.428955
	Iteration 4Q: 3 clusters Score -1.125342e+07 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41895 members 
Mstep: Class 2 contains 52638 members 
Entering Unmasked Estep 
Score: -11256248.000000 Penalty: 3723.428955
	Iteration 5F: 3 clusters Score -1.125625e+07 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39548 members 
Mstep: Class 2 contains 54985 members 
Entering Unmasked Estep 
Score: -11260784.000000 Penalty: 3723.428955
	Iteration 6F: 3 clusters Score -1.126078e+07 nChanged 6338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 2 contains 57233 members 
Entering Unmasked Estep 
Score: -11266422.000000 Penalty: 3723.428955
	Iteration 7F: 3 clusters Score -1.126642e+07 nChanged 5983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35631 members 
Mstep: Class 2 contains 58902 members 
Entering Unmasked Estep 
Score: -11271001.000000 Penalty: 3723.428955
	Iteration 8F: 3 clusters Score -1.1271e+07 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34338 members 
Mstep: Class 2 contains 60195 members 
Entering Unmasked Estep 
Score: -11273257.000000 Penalty: 3723.428955
	Iteration 9Q: 3 clusters Score -1.127326e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 61526 members 
Entering Unmasked Estep 
Score: -11274579.000000 Penalty: 3723.428955
	Iteration 10Q: 3 clusters Score -1.127458e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31660 members 
Mstep: Class 2 contains 62873 members 
Entering Unmasked Estep 
Score: -11275809.000000 Penalty: 3723.428955
	Iteration 11Q: 3 clusters Score -1.127581e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 64193 members 
Entering Unmasked Estep 
Score: -11277055.000000 Penalty: 3723.428955
	Iteration 12Q: 3 clusters Score -1.127706e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28999 members 
Mstep: Class 2 contains 65534 members 
Entering Unmasked Estep 
Score: -11278149.000000 Penalty: 3723.428955
	Iteration 13Q: 3 clusters Score -1.127815e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 66921 members 
Entering Unmasked Estep 
Score: -11279347.000000 Penalty: 3723.428955
	Iteration 14Q: 3 clusters Score -1.127935e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 68274 members 
Entering Unmasked Estep 
Score: -11280385.000000 Penalty: 3723.428955
	Iteration 15Q: 3 clusters Score -1.128038e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 69632 members 
Entering Unmasked Estep 
Score: -11281245.000000 Penalty: 3723.428955
	Iteration 16Q: 3 clusters Score -1.128124e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 70924 members 
Entering Unmasked Estep 
Score: -11281934.000000 Penalty: 3723.428955
	Iteration 17Q: 3 clusters Score -1.128193e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 72178 members 
Entering Unmasked Estep 
Score: -11282481.000000 Penalty: 3723.428955
	Iteration 18Q: 3 clusters Score -1.128248e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 73443 members 
Entering Unmasked Estep 
Score: -11282868.000000 Penalty: 3723.428955
	Iteration 19Q: 3 clusters Score -1.128287e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 74684 members 
Entering Unmasked Estep 
Score: -11283178.000000 Penalty: 3723.428955
	Iteration 20F: 3 clusters Score -1.128318e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 75859 members 
Entering Unmasked Estep 
Score: -11283407.000000 Penalty: 3723.428955
	Iteration 21Q: 3 clusters Score -1.128341e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 77058 members 
Entering Unmasked Estep 
Score: -11283617.000000 Penalty: 3723.428955
	Iteration 22Q: 3 clusters Score -1.128362e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 78161 members 
Entering Unmasked Estep 
Score: -11283811.000000 Penalty: 3723.428955
	Iteration 23Q: 3 clusters Score -1.128381e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 79210 members 
Entering Unmasked Estep 
Score: -11283943.000000 Penalty: 3723.428955
	Iteration 24Q: 3 clusters Score -1.128394e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 80102 members 
Entering Unmasked Estep 
Score: -11284096.000000 Penalty: 3723.428955
	Iteration 25Q: 3 clusters Score -1.12841e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 80962 members 
Entering Unmasked Estep 
Score: -11284152.000000 Penalty: 3723.428955
	Iteration 26Q: 3 clusters Score -1.128415e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 81772 members 
Entering Unmasked Estep 
Score: -11284229.000000 Penalty: 3723.428955
	Iteration 27Q: 3 clusters Score -1.128423e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 82605 members 
Entering Unmasked Estep 
Score: -11284446.000000 Penalty: 3723.428955
	Iteration 28Q: 3 clusters Score -1.128445e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 83363 members 
Entering Unmasked Estep 
Score: -11284577.000000 Penalty: 3723.428955
	Iteration 29Q: 3 clusters Score -1.128458e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 83996 members 
Entering Unmasked Estep 
Score: -11284683.000000 Penalty: 3723.428955
	Iteration 30Q: 3 clusters Score -1.128468e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 84550 members 
Entering Unmasked Estep 
Score: -11284743.000000 Penalty: 3723.428955
	Iteration 31Q: 3 clusters Score -1.128474e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 85059 members 
Entering Unmasked Estep 
Score: -11284825.000000 Penalty: 3723.428955
	Iteration 32Q: 3 clusters Score -1.128482e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 85552 members 
Entering Unmasked Estep 
Score: -11284876.000000 Penalty: 3723.428955
	Iteration 33Q: 3 clusters Score -1.128488e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 86031 members 
Entering Unmasked Estep 
Score: -11284981.000000 Penalty: 3723.428955
	Iteration 34Q: 3 clusters Score -1.128498e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 86514 members 
Entering Unmasked Estep 
Score: -11284974.000000 Penalty: 3723.428955
	Iteration 35Q: 3 clusters Score -1.128497e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 86921 members 
Entering Unmasked Estep 
Score: -11285032.000000 Penalty: 3723.428955
	Iteration 36Q: 3 clusters Score -1.128503e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 87300 members 
Entering Unmasked Estep 
Score: -11285097.000000 Penalty: 3723.428955
	Iteration 37Q: 3 clusters Score -1.12851e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 87679 members 
Entering Unmasked Estep 
Score: -11285066.000000 Penalty: 3723.428955
	Iteration 38Q: 3 clusters Score -1.128507e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 88008 members 
Entering Unmasked Estep 
Score: -11285093.000000 Penalty: 3723.428955
	Iteration 39Q: 3 clusters Score -1.128509e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 88278 members 
Entering Unmasked Estep 
Score: -11285106.000000 Penalty: 3723.428955
	Iteration 40F: 3 clusters Score -1.128511e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 88525 members 
Entering Unmasked Estep 
Score: -11285104.000000 Penalty: 3723.428955
	Iteration 41Q: 3 clusters Score -1.12851e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 88763 members 
Entering Unmasked Estep 
Score: -11285070.000000 Penalty: 3723.428955
	Iteration 42Q: 3 clusters Score -1.128507e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 89008 members 
Entering Unmasked Estep 
Score: -11285065.000000 Penalty: 3723.428955
	Iteration 43Q: 3 clusters Score -1.128506e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 89233 members 
Entering Unmasked Estep 
Score: -11285070.000000 Penalty: 3723.428955
	Iteration 44Q: 3 clusters Score -1.128507e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 89436 members 
Entering Unmasked Estep 
Score: -11285056.000000 Penalty: 3723.428955
	Iteration 45Q: 3 clusters Score -1.128506e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 89593 members 
Entering Unmasked Estep 
Score: -11285052.000000 Penalty: 3723.428955
	Iteration 46Q: 3 clusters Score -1.128505e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 89742 members 
Entering Unmasked Estep 
Score: -11285051.000000 Penalty: 3723.428955
	Iteration 47Q: 3 clusters Score -1.128505e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 89876 members 
Entering Unmasked Estep 
Score: -11285067.000000 Penalty: 3723.428955
	Iteration 48Q: 3 clusters Score -1.128507e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 89986 members 
Entering Unmasked Estep 
Score: -11285044.000000 Penalty: 3723.428955
	Iteration 49Q: 3 clusters Score -1.128504e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 90081 members 
Entering Unmasked Estep 
Score: -11285044.000000 Penalty: 3723.428955
	Iteration 50Q: 3 clusters Score -1.128504e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 90156 members 
Entering Unmasked Estep 
Score: -11285030.000000 Penalty: 3723.428955
	Iteration 51Q: 3 clusters Score -1.128503e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 90228 members 
Entering Unmasked Estep 
Score: -11285035.000000 Penalty: 3723.428955
	Iteration 52Q: 3 clusters Score -1.128504e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 90300 members 
Entering Unmasked Estep 
Score: -11285044.000000 Penalty: 3723.428955
	Iteration 53Q: 3 clusters Score -1.128504e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 90352 members 
Entering Unmasked Estep 
Score: -11285018.000000 Penalty: 3723.428955
	Iteration 54Q: 3 clusters Score -1.128502e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 90389 members 
Entering Unmasked Estep 
Score: -11285006.000000 Penalty: 3723.428955
	Iteration 55Q: 3 clusters Score -1.128501e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 90418 members 
Entering Unmasked Estep 
Score: -11284996.000000 Penalty: 3723.428955
	Iteration 56Q: 3 clusters Score -1.1285e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 90449 members 
Entering Unmasked Estep 
Score: -11284986.000000 Penalty: 3723.428955
	Iteration 57Q: 3 clusters Score -1.128499e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 90471 members 
Entering Unmasked Estep 
Score: -11284988.000000 Penalty: 3723.428955
	Iteration 58Q: 3 clusters Score -1.128499e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 90483 members 
Entering Unmasked Estep 
Score: -11284991.000000 Penalty: 3723.428955
	Iteration 59Q: 3 clusters Score -1.128499e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 90492 members 
Entering Unmasked Estep 
Score: -11284994.000000 Penalty: 3723.428955
	Iteration 60F: 3 clusters Score -1.128499e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 90499 members 
Entering Unmasked Estep 
Score: -11284996.000000 Penalty: 3723.428955
	Iteration 61Q: 3 clusters Score -1.1285e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 90508 members 
Entering Unmasked Estep 
Score: -11284985.000000 Penalty: 3723.428955
	Iteration 62Q: 3 clusters Score -1.128498e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 90520 members 
Entering Unmasked Estep 
Score: -11284999.000000 Penalty: 3723.428955
	Iteration 63Q: 3 clusters Score -1.1285e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 90530 members 
Entering Unmasked Estep 
Score: -11284990.000000 Penalty: 3723.428955
	Iteration 64Q: 3 clusters Score -1.128499e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 90545 members 
Entering Unmasked Estep 
Score: -11284996.000000 Penalty: 3723.428955
	Iteration 65Q: 3 clusters Score -1.1285e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 90560 members 
Entering Unmasked Estep 
Score: -11284986.000000 Penalty: 3723.428955
	Iteration 66Q: 3 clusters Score -1.128499e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 90569 members 
Entering Unmasked Estep 
Score: -11284998.000000 Penalty: 3723.428955
	Iteration 67Q: 3 clusters Score -1.1285e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 90578 members 
Entering Unmasked Estep 
Score: -11285000.000000 Penalty: 3723.428955
	Iteration 68Q: 3 clusters Score -1.1285e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 90587 members 
Entering Unmasked Estep 
Score: -11284996.000000 Penalty: 3723.428955
	Iteration 69Q: 3 clusters Score -1.1285e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 90596 members 
Entering Unmasked Estep 
Score: -11284999.000000 Penalty: 3723.428955
	Iteration 70Q: 3 clusters Score -1.1285e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 90605 members 
Entering Unmasked Estep 
Score: -11284993.000000 Penalty: 3723.428955
	Iteration 71Q: 3 clusters Score -1.128499e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 90609 members 
Entering Unmasked Estep 
Score: -11284988.000000 Penalty: 3723.428955
	Iteration 72Q: 3 clusters Score -1.128499e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 90614 members 
Entering Unmasked Estep 
Score: -11284982.000000 Penalty: 3723.428955
	Iteration 73Q: 3 clusters Score -1.128498e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 90622 members 
Entering Unmasked Estep 
Score: -11284987.000000 Penalty: 3723.428955
	Iteration 74Q: 3 clusters Score -1.128499e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 90629 members 
Entering Unmasked Estep 
Score: -11285006.000000 Penalty: 3723.428955
	Iteration 75Q: 3 clusters Score -1.128501e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 90637 members 
Entering Unmasked Estep 
Score: -11284996.000000 Penalty: 3723.428955
	Iteration 76Q: 3 clusters Score -1.1285e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 90642 members 
Entering Unmasked Estep 
Score: -11284997.000000 Penalty: 3723.428955
	Iteration 77Q: 3 clusters Score -1.1285e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 90648 members 
Entering Unmasked Estep 
Score: -11284995.000000 Penalty: 3723.428955
	Iteration 78Q: 3 clusters Score -1.1285e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 90654 members 
Entering Unmasked Estep 
Score: -11284996.000000 Penalty: 3723.428955
	Iteration 79Q: 3 clusters Score -1.1285e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 90665 members 
Entering Unmasked Estep 
Score: -11284994.000000 Penalty: 3723.428955
	Iteration 80F: 3 clusters Score -1.128499e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 90672 members 
Entering Unmasked Estep 
Score: -11285006.000000 Penalty: 3723.428955
	Iteration 81Q: 3 clusters Score -1.128501e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 90678 members 
Entering Unmasked Estep 
Score: -11285004.000000 Penalty: 3723.428955
	Iteration 82Q: 3 clusters Score -1.1285e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 90683 members 
Entering Unmasked Estep 
Score: -11284996.000000 Penalty: 3723.428955
	Iteration 83Q: 3 clusters Score -1.1285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 90686 members 
Entering Unmasked Estep 
Score: -11284991.000000 Penalty: 3723.428955
	Iteration 84Q: 3 clusters Score -1.128499e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 90692 members 
Entering Unmasked Estep 
Score: -11284991.000000 Penalty: 3723.428955
	Iteration 85Q: 3 clusters Score -1.128499e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 90699 members 
Entering Unmasked Estep 
Score: -11284978.000000 Penalty: 3723.428955
	Iteration 86Q: 3 clusters Score -1.128498e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 90705 members 
Entering Unmasked Estep 
Score: -11284980.000000 Penalty: 3723.428955
	Iteration 87Q: 3 clusters Score -1.128498e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 90713 members 
Entering Unmasked Estep 
Score: -11284978.000000 Penalty: 3723.428955
	Iteration 88Q: 3 clusters Score -1.128498e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 90720 members 
Entering Unmasked Estep 
Score: -11284973.000000 Penalty: 3723.428955
	Iteration 89Q: 3 clusters Score -1.128497e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 90725 members 
Entering Unmasked Estep 
Score: -11284982.000000 Penalty: 3723.428955
	Iteration 90Q: 3 clusters Score -1.128498e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 90726 members 
Entering Unmasked Estep 
Score: -11284973.000000 Penalty: 3723.428955
	Iteration 91Q: 3 clusters Score -1.128497e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 90730 members 
Entering Unmasked Estep 
Score: -11284975.000000 Penalty: 3723.428955
	Iteration 92Q: 3 clusters Score -1.128498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 90734 members 
Entering Unmasked Estep 
Score: -11284974.000000 Penalty: 3723.428955
	Iteration 93Q: 3 clusters Score -1.128497e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 90740 members 
Entering Unmasked Estep 
Score: -11284967.000000 Penalty: 3723.428955
	Iteration 94Q: 3 clusters Score -1.128497e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 90745 members 
Entering Unmasked Estep 
Score: -11284967.000000 Penalty: 3723.428955
	Iteration 95Q: 3 clusters Score -1.128497e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 90749 members 
Entering Unmasked Estep 
Score: -11284973.000000 Penalty: 3723.428955
	Iteration 96Q: 3 clusters Score -1.128497e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 90755 members 
Entering Unmasked Estep 
Score: -11284973.000000 Penalty: 3723.428955
	Iteration 97Q: 3 clusters Score -1.128497e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 90761 members 
Entering Unmasked Estep 
Score: -11284971.000000 Penalty: 3723.428955
	Iteration 98Q: 3 clusters Score -1.128497e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 90765 members 
Entering Unmasked Estep 
Score: -11284966.000000 Penalty: 3723.428955
	Iteration 99Q: 3 clusters Score -1.128497e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 90768 members 
Entering Unmasked Estep 
Score: -11284973.000000 Penalty: 3723.428955
	Iteration 100F: 3 clusters Score -1.128497e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 90773 members 
Entering Unmasked Estep 
Score: -11284964.000000 Penalty: 3723.428955
	Iteration 101Q: 3 clusters Score -1.128496e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 90782 members 
Entering Unmasked Estep 
Score: -11284960.000000 Penalty: 3723.428955
	Iteration 102Q: 3 clusters Score -1.128496e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 90792 members 
Entering Unmasked Estep 
Score: -11284967.000000 Penalty: 3723.428955
	Iteration 103Q: 3 clusters Score -1.128497e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 90802 members 
Entering Unmasked Estep 
Score: -11284970.000000 Penalty: 3723.428955
	Iteration 104Q: 3 clusters Score -1.128497e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 90818 members 
Entering Unmasked Estep 
Score: -11284956.000000 Penalty: 3723.428955
	Iteration 105Q: 3 clusters Score -1.128496e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 90833 members 
Entering Unmasked Estep 
Score: -11284957.000000 Penalty: 3723.428955
	Iteration 106Q: 3 clusters Score -1.128496e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 90854 members 
Entering Unmasked Estep 
Score: -11284956.000000 Penalty: 3723.428955
	Iteration 107Q: 3 clusters Score -1.128496e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 90866 members 
Entering Unmasked Estep 
Score: -11284961.000000 Penalty: 3723.428955
	Iteration 108Q: 3 clusters Score -1.128496e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 90885 members 
Entering Unmasked Estep 
Score: -11284937.000000 Penalty: 3723.428955
	Iteration 109Q: 3 clusters Score -1.128494e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 90901 members 
Entering Unmasked Estep 
Score: -11284941.000000 Penalty: 3723.428955
	Iteration 110Q: 3 clusters Score -1.128494e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 90914 members 
Entering Unmasked Estep 
Score: -11284940.000000 Penalty: 3723.428955
	Iteration 111Q: 3 clusters Score -1.128494e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 90924 members 
Entering Unmasked Estep 
Score: -11284936.000000 Penalty: 3723.428955
	Iteration 112Q: 3 clusters Score -1.128494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 90930 members 
Entering Unmasked Estep 
Score: -11284940.000000 Penalty: 3723.428955
	Iteration 113Q: 3 clusters Score -1.128494e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 90935 members 
Entering Unmasked Estep 
Score: -11284931.000000 Penalty: 3723.428955
	Iteration 114Q: 3 clusters Score -1.128493e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 90942 members 
Entering Unmasked Estep 
Score: -11284929.000000 Penalty: 3723.428955
	Iteration 115Q: 3 clusters Score -1.128493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 90946 members 
Entering Unmasked Estep 
Score: -11284934.000000 Penalty: 3723.428955
	Iteration 116Q: 3 clusters Score -1.128493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 90951 members 
Entering Unmasked Estep 
Score: -11284928.000000 Penalty: 3723.428955
	Iteration 117Q: 3 clusters Score -1.128493e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 90957 members 
Entering Unmasked Estep 
Score: -11284920.000000 Penalty: 3723.428955
	Iteration 118Q: 3 clusters Score -1.128492e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 90962 members 
Entering Unmasked Estep 
Score: -11284931.000000 Penalty: 3723.428955
	Iteration 119Q: 3 clusters Score -1.128493e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 90971 members 
Entering Unmasked Estep 
Score: -11284925.000000 Penalty: 3723.428955
	Iteration 120F: 3 clusters Score -1.128492e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 90978 members 
Entering Unmasked Estep 
Score: -11284916.000000 Penalty: 3723.428955
	Iteration 121Q: 3 clusters Score -1.128492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 90982 members 
Entering Unmasked Estep 
Score: -11284921.000000 Penalty: 3723.428955
	Iteration 122Q: 3 clusters Score -1.128492e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 90987 members 
Entering Unmasked Estep 
Score: -11284909.000000 Penalty: 3723.428955
	Iteration 123Q: 3 clusters Score -1.128491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 90990 members 
Entering Unmasked Estep 
Score: -11284908.000000 Penalty: 3723.428955
	Iteration 124Q: 3 clusters Score -1.128491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 90993 members 
Entering Unmasked Estep 
Score: -11284898.000000 Penalty: 3723.428955
	Iteration 125Q: 3 clusters Score -1.12849e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 90997 members 
Entering Unmasked Estep 
Score: -11284891.000000 Penalty: 3723.428955
	Iteration 126Q: 3 clusters Score -1.128489e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 91003 members 
Entering Unmasked Estep 
Score: -11284893.000000 Penalty: 3723.428955
	Iteration 127Q: 3 clusters Score -1.128489e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 91012 members 
Entering Unmasked Estep 
Score: -11284898.000000 Penalty: 3723.428955
	Iteration 128Q: 3 clusters Score -1.12849e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 91022 members 
Entering Unmasked Estep 
Score: -11284892.000000 Penalty: 3723.428955
	Iteration 129Q: 3 clusters Score -1.128489e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 91025 members 
Entering Unmasked Estep 
Score: -11284884.000000 Penalty: 3723.428955
	Iteration 130Q: 3 clusters Score -1.128488e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 91028 members 
Entering Unmasked Estep 
Score: -11284883.000000 Penalty: 3723.428955
	Iteration 131Q: 3 clusters Score -1.128488e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 91032 members 
Entering Unmasked Estep 
Score: -11284889.000000 Penalty: 3723.428955
	Iteration 132Q: 3 clusters Score -1.128489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 91034 members 
Entering Unmasked Estep 
Score: -11284883.000000 Penalty: 3723.428955
	Iteration 133Q: 3 clusters Score -1.128488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 91036 members 
Entering Unmasked Estep 
Score: -11284881.000000 Penalty: 3723.428955
	Iteration 134Q: 3 clusters Score -1.128488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 91038 members 
Entering Unmasked Estep 
Score: -11284877.000000 Penalty: 3723.428955
	Iteration 135Q: 3 clusters Score -1.128488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 91039 members 
Entering Unmasked Estep 
Score: -11284879.000000 Penalty: 3723.428955
	Iteration 136Q: 3 clusters Score -1.128488e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 91039 members 
Entering Unmasked Estep 
Score: -11284879.000000 Penalty: 3723.428955
	Iteration 137F: 3 clusters Score -1.128488e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (33563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33563 members 
Entering Unmasked Estep 
Score: -4022490.500000 Penalty: 1693.441772
	Iteration 0F: 2 clusters Score -4022490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -4000045.500000 Penalty: 3386.883545
	Iteration 0F: 3 clusters Score -4000046 nChanged 15383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -4008836.250000 Penalty: 3386.883545
	Iteration 1F: 3 clusters Score -4008836 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -4009583.750000 Penalty: 3386.883545
	Iteration 2F: 3 clusters Score -4009584 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -4010544.250000 Penalty: 3386.883545
	Iteration 3F: 3 clusters Score -4010544 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -4011753.500000 Penalty: 3386.883545
	Iteration 4F: 3 clusters Score -4011754 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -4013187.500000 Penalty: 3386.883545
	Iteration 5F: 3 clusters Score -4013188 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -4014728.500000 Penalty: 3386.883545
	Iteration 6F: 3 clusters Score -4014728 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -4015880.750000 Penalty: 3386.883545
	Iteration 7F: 3 clusters Score -4015881 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -4016544.500000 Penalty: 3386.883545
	Iteration 8Q: 3 clusters Score -4016544 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -4016884.000000 Penalty: 3386.883545
	Iteration 9Q: 3 clusters Score -4016884 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -4017055.500000 Penalty: 3386.883545
	Iteration 10Q: 3 clusters Score -4017056 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -4017160.750000 Penalty: 3386.883545
	Iteration 11Q: 3 clusters Score -4017161 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -4017274.000000 Penalty: 3386.883545
	Iteration 12Q: 3 clusters Score -4017274 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -4017347.250000 Penalty: 3386.883545
	Iteration 13Q: 3 clusters Score -4017347 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -4017434.250000 Penalty: 3386.883545
	Iteration 14Q: 3 clusters Score -4017434 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -4017505.500000 Penalty: 3386.883545
	Iteration 15Q: 3 clusters Score -4017506 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -4017565.000000 Penalty: 3386.883545
	Iteration 16Q: 3 clusters Score -4017565 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -4017625.250000 Penalty: 3386.883545
	Iteration 17Q: 3 clusters Score -4017625 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -4017678.250000 Penalty: 3386.883545
	Iteration 18Q: 3 clusters Score -4017678 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -4017747.250000 Penalty: 3386.883545
	Iteration 19Q: 3 clusters Score -4017747 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -4017831.500000 Penalty: 3386.883545
	Iteration 20F: 3 clusters Score -4017832 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -4017890.000000 Penalty: 3386.883545
	Iteration 21Q: 3 clusters Score -4017890 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -4017984.750000 Penalty: 3386.883545
	Iteration 22Q: 3 clusters Score -4017985 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -4018098.000000 Penalty: 3386.883545
	Iteration 23Q: 3 clusters Score -4018098 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -4018253.750000 Penalty: 3386.883545
	Iteration 24Q: 3 clusters Score -4018254 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -4018457.500000 Penalty: 3386.883545
	Iteration 25Q: 3 clusters Score -4018458 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -4018650.250000 Penalty: 3386.883545
	Iteration 26Q: 3 clusters Score -4018650 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -4018781.000000 Penalty: 3386.883545
	Iteration 27Q: 3 clusters Score -4018781 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -4018934.250000 Penalty: 3386.883545
	Iteration 28Q: 3 clusters Score -4018934 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -4019069.750000 Penalty: 3386.883545
	Iteration 29Q: 3 clusters Score -4019070 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -4019198.250000 Penalty: 3386.883545
	Iteration 30Q: 3 clusters Score -4019198 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -4019257.500000 Penalty: 3386.883545
	Iteration 31Q: 3 clusters Score -4019258 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -4019317.500000 Penalty: 3386.883545
	Iteration 32Q: 3 clusters Score -4019318 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -4019370.250000 Penalty: 3386.883545
	Iteration 33Q: 3 clusters Score -4019370 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -4019413.250000 Penalty: 3386.883545
	Iteration 34Q: 3 clusters Score -4019413 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -4019428.000000 Penalty: 3386.883545
	Iteration 35Q: 3 clusters Score -4019428 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -4019474.250000 Penalty: 3386.883545
	Iteration 36Q: 3 clusters Score -4019474 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -4019497.500000 Penalty: 3386.883545
	Iteration 37Q: 3 clusters Score -4019498 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -4019523.750000 Penalty: 3386.883545
	Iteration 38Q: 3 clusters Score -4019524 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -4019550.500000 Penalty: 3386.883545
	Iteration 39Q: 3 clusters Score -4019550 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -4019563.500000 Penalty: 3386.883545
	Iteration 40F: 3 clusters Score -4019564 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -4019595.500000 Penalty: 3386.883545
	Iteration 41Q: 3 clusters Score -4019596 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -4019612.000000 Penalty: 3386.883545
	Iteration 42Q: 3 clusters Score -4019612 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -4019619.500000 Penalty: 3386.883545
	Iteration 43Q: 3 clusters Score -4019620 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -4019633.250000 Penalty: 3386.883545
	Iteration 44Q: 3 clusters Score -4019633 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -4019630.000000 Penalty: 3386.883545
	Iteration 45Q: 3 clusters Score -4019630 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -4019638.500000 Penalty: 3386.883545
	Iteration 46Q: 3 clusters Score -4019638 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -4019645.500000 Penalty: 3386.883545
	Iteration 47Q: 3 clusters Score -4019646 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -4019669.750000 Penalty: 3386.883545
	Iteration 48Q: 3 clusters Score -4019670 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -4019671.250000 Penalty: 3386.883545
	Iteration 49Q: 3 clusters Score -4019671 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -4019699.000000 Penalty: 3386.883545
	Iteration 50Q: 3 clusters Score -4019699 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -4019703.250000 Penalty: 3386.883545
	Iteration 51Q: 3 clusters Score -4019703 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -4019705.500000 Penalty: 3386.883545
	Iteration 52Q: 3 clusters Score -4019706 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -4019698.250000 Penalty: 3386.883545
	Iteration 53Q: 3 clusters Score -4019698 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -4019702.000000 Penalty: 3386.883545
	Iteration 54Q: 3 clusters Score -4019702 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -4019708.500000 Penalty: 3386.883545
	Iteration 55Q: 3 clusters Score -4019708 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -4019704.500000 Penalty: 3386.883545
	Iteration 56Q: 3 clusters Score -4019704 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -4019713.500000 Penalty: 3386.883545
	Iteration 57Q: 3 clusters Score -4019714 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -4019710.750000 Penalty: 3386.883545
	Iteration 58Q: 3 clusters Score -4019711 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -4019728.000000 Penalty: 3386.883545
	Iteration 59Q: 3 clusters Score -4019728 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
Score: -4019735.750000 Penalty: 3386.883545
	Iteration 60F: 3 clusters Score -4019736 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -4019741.250000 Penalty: 3386.883545
	Iteration 61Q: 3 clusters Score -4019741 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -4019755.250000 Penalty: 3386.883545
	Iteration 62Q: 3 clusters Score -4019755 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -4019766.000000 Penalty: 3386.883545
	Iteration 63Q: 3 clusters Score -4019766 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -4019771.250000 Penalty: 3386.883545
	Iteration 64Q: 3 clusters Score -4019771 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -4019778.750000 Penalty: 3386.883545
	Iteration 65Q: 3 clusters Score -4019779 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -4019778.000000 Penalty: 3386.883545
	Iteration 66Q: 3 clusters Score -4019778 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -4019784.750000 Penalty: 3386.883545
	Iteration 67Q: 3 clusters Score -4019785 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -4019784.000000 Penalty: 3386.883545
	Iteration 68Q: 3 clusters Score -4019784 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -4019784.500000 Penalty: 3386.883545
	Iteration 69Q: 3 clusters Score -4019784 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -4019796.000000 Penalty: 3386.883545
	Iteration 70Q: 3 clusters Score -4019796 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -4019803.000000 Penalty: 3386.883545
	Iteration 71Q: 3 clusters Score -4019803 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -4019813.000000 Penalty: 3386.883545
	Iteration 72Q: 3 clusters Score -4019813 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -4019824.250000 Penalty: 3386.883545
	Iteration 73Q: 3 clusters Score -4019824 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -4019823.250000 Penalty: 3386.883545
	Iteration 74Q: 3 clusters Score -4019823 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -4019836.750000 Penalty: 3386.883545
	Iteration 75Q: 3 clusters Score -4019837 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -4019843.250000 Penalty: 3386.883545
	Iteration 76Q: 3 clusters Score -4019843 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -4019838.000000 Penalty: 3386.883545
	Iteration 77Q: 3 clusters Score -4019838 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -4019840.500000 Penalty: 3386.883545
	Iteration 78Q: 3 clusters Score -4019840 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -4019863.500000 Penalty: 3386.883545
	Iteration 79Q: 3 clusters Score -4019864 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -4019856.500000 Penalty: 3386.883545
	Iteration 80F: 3 clusters Score -4019856 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -4019861.000000 Penalty: 3386.883545
	Iteration 81Q: 3 clusters Score -4019861 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -4019866.000000 Penalty: 3386.883545
	Iteration 82Q: 3 clusters Score -4019866 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -4019872.500000 Penalty: 3386.883545
	Iteration 83Q: 3 clusters Score -4019872 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -4019876.250000 Penalty: 3386.883545
	Iteration 84Q: 3 clusters Score -4019876 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -4019878.500000 Penalty: 3386.883545
	Iteration 85Q: 3 clusters Score -4019878 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 26710 members 
Entering Unmasked Estep 
Score: -4019879.500000 Penalty: 3386.883545
	Iteration 86Q: 3 clusters Score -4019880 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -4019889.500000 Penalty: 3386.883545
	Iteration 87Q: 3 clusters Score -4019890 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -4019887.250000 Penalty: 3386.883545
	Iteration 88Q: 3 clusters Score -4019887 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -4019890.000000 Penalty: 3386.883545
	Iteration 89Q: 3 clusters Score -4019890 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 26886 members 
Entering Unmasked Estep 
Score: -4019902.000000 Penalty: 3386.883545
	Iteration 90Q: 3 clusters Score -4019902 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 26919 members 
Entering Unmasked Estep 
Score: -4019910.000000 Penalty: 3386.883545
	Iteration 91Q: 3 clusters Score -4019910 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -4019911.750000 Penalty: 3386.883545
	Iteration 92Q: 3 clusters Score -4019912 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4019912 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4019911 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4019916 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 27059 members 
Entering Unmasked Estep 
Score: -4019919.250000 Penalty: 3386.883545
	Iteration 96Q: 3 clusters Score -4019919 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -4019922.000000 Penalty: 3386.883545
	Iteration 97Q: 3 clusters Score -4019922 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -4019914.250000 Penalty: 3386.883545
	Iteration 98Q: 3 clusters Score -4019914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4019918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 27149 members 
Entering Unmasked Estep 
Score: -4019924.500000 Penalty: 3386.883545
	Iteration 100F: 3 clusters Score -4019924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4019924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -4019918.250000 Penalty: 3386.883545
	Iteration 102Q: 3 clusters Score -4019918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
Score: -4019921.500000 Penalty: 3386.883545
	Iteration 103Q: 3 clusters Score -4019922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 27202 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4019925 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -4019932.000000 Penalty: 3386.883545
	Iteration 105Q: 3 clusters Score -4019932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 27235 members 
Entering Unmasked Estep 
Score: -4019931.750000 Penalty: 3386.883545
	Iteration 106Q: 3 clusters Score -4019932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 27247 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4019937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -4019938.750000 Penalty: 3386.883545
	Iteration 108Q: 3 clusters Score -4019939 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4019944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 27283 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4019942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4019939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4019943 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4019943 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -4019949.250000 Penalty: 3386.883545
	Iteration 114Q: 3 clusters Score -4019949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4019943 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -4019946.250000 Penalty: 3386.883545
	Iteration 116Q: 3 clusters Score -4019946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4019950 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4019950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4019953 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -4019951.000000 Penalty: 3386.883545
	Iteration 120F: 3 clusters Score -4019951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4019948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4019947 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4019943 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4019947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -4019954.500000 Penalty: 3386.883545
	Iteration 125Q: 3 clusters Score -4019954 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4019958 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4019961 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4019961 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4019959 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4019955 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -4019957 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -4019953 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -4019958 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 27713 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -4019955 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -4019960 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -4019960 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -4019966 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -4019979 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 27906 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -4019986 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -4019989 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 28001 members 
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	Iteration 141Q: 3 clusters Score -4019984 nChanged 50
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Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -4019994 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 28086 members 
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	Iteration 143Q: 3 clusters Score -4020002 nChanged 37
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Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -4020004 nChanged 42
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Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -4020008 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 28197 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -4020006 nChanged 29
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Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 28224 members 
Entering Unmasked Estep 
Score: -4020009.250000 Penalty: 3386.883545
	Iteration 147Q: 3 clusters Score -4020009 nChanged 29
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Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -4020015 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 28292 members 
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	Iteration 149Q: 3 clusters Score -4020020 nChanged 49
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Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -4020017.000000 Penalty: 3386.883545
	Iteration 150Q: 3 clusters Score -4020017 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -4020020 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 28458 members 
Entering Unmasked Estep 
Score: -4020029.000000 Penalty: 3386.883545
	Iteration 152Q: 3 clusters Score -4020029 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 28512 members 
Entering Unmasked Estep 
Score: -4020045.250000 Penalty: 3386.883545
	Iteration 153Q: 3 clusters Score -4020045 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 28579 members 
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	Iteration 154Q: 3 clusters Score -4020054 nChanged 70
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Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -4020065.500000 Penalty: 3386.883545
	Iteration 155Q: 3 clusters Score -4020066 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 28720 members 
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	Iteration 156Q: 3 clusters Score -4020087 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -4020088 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -4020086 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 28898 members 
Entering Unmasked Estep 
Score: -4020108.000000 Penalty: 3386.883545
	Iteration 159Q: 3 clusters Score -4020108 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
Score: -4020125.500000 Penalty: 3386.883545
	Iteration 160F: 3 clusters Score -4020126 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 29009 members 
Entering Unmasked Estep 
Score: -4020138.000000 Penalty: 3386.883545
	Iteration 161Q: 3 clusters Score -4020138 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -4020144 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
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Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -4020158 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -4020168 nChanged 62
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Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 29258 members 
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Score: -4020177.000000 Penalty: 3386.883545
	Iteration 165Q: 3 clusters Score -4020177 nChanged 66
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 29322 members 
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	Iteration 166Q: 3 clusters Score -4020188 nChanged 65
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Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 29385 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -4020206 nChanged 68
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Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -4020216 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 29512 members 
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	Iteration 169Q: 3 clusters Score -4020217 nChanged 50
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Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 29562 members 
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Score: -4020221.000000 Penalty: 3386.883545
	Iteration 170Q: 3 clusters Score -4020221 nChanged 54
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Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 29616 members 
Entering Unmasked Estep 
Score: -4020233.000000 Penalty: 3386.883545
	Iteration 171Q: 3 clusters Score -4020233 nChanged 61
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Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -4020238.000000 Penalty: 3386.883545
	Iteration 172Q: 3 clusters Score -4020238 nChanged 63
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Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 29738 members 
Entering Unmasked Estep 
Score: -4020246.250000 Penalty: 3386.883545
	Iteration 173Q: 3 clusters Score -4020246 nChanged 60
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 29798 members 
Entering Unmasked Estep 
Score: -4020253.250000 Penalty: 3386.883545
	Iteration 174Q: 3 clusters Score -4020253 nChanged 57
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Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -4020258.500000 Penalty: 3386.883545
	Iteration 175Q: 3 clusters Score -4020258 nChanged 55
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Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 29910 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -4020261 nChanged 49
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Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -4020261 nChanged 52
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Mstep: Class 1 contains 3552 members 
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Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -4020270 nChanged 55
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Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 30066 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -4020270 nChanged 46
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Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 30112 members 
Entering Unmasked Estep 
Score: -4020289.750000 Penalty: 3386.883545
	Iteration 180F: 3 clusters Score -4020290 nChanged 61
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Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 30171 members 
Entering Unmasked Estep 
Score: -4020303.000000 Penalty: 3386.883545
	Iteration 181Q: 3 clusters Score -4020303 nChanged 55
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Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -4020312 nChanged 49
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Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 30269 members 
Entering Unmasked Estep 
Score: -4020320.750000 Penalty: 3386.883545
	Iteration 183Q: 3 clusters Score -4020321 nChanged 35
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Entering Unmasked Estep 
Score: -4020326.250000 Penalty: 3386.883545
	Iteration 184Q: 3 clusters Score -4020326 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 30339 members 
Entering Unmasked Estep 
Score: -4020325.750000 Penalty: 3386.883545
	Iteration 185Q: 3 clusters Score -4020326 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 30387 members 
Entering Unmasked Estep 
Score: -4020329.750000 Penalty: 3386.883545
	Iteration 186Q: 3 clusters Score -4020330 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -4020348.250000 Penalty: 3386.883545
	Iteration 187Q: 3 clusters Score -4020348 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 30471 members 
Entering Unmasked Estep 
Score: -4020357.500000 Penalty: 3386.883545
	Iteration 188Q: 3 clusters Score -4020358 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 30503 members 
Entering Unmasked Estep 
Score: -4020366.000000 Penalty: 3386.883545
	Iteration 189Q: 3 clusters Score -4020366 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -4020371.000000 Penalty: 3386.883545
	Iteration 190Q: 3 clusters Score -4020371 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 30578 members 
Entering Unmasked Estep 
Score: -4020375.750000 Penalty: 3386.883545
	Iteration 191Q: 3 clusters Score -4020376 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -4020379.250000 Penalty: 3386.883545
	Iteration 192Q: 3 clusters Score -4020379 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -4020383.000000 Penalty: 3386.883545
	Iteration 193Q: 3 clusters Score -4020383 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 30647 members 
Entering Unmasked Estep 
Score: -4020385.500000 Penalty: 3386.883545
	Iteration 194Q: 3 clusters Score -4020386 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
Score: -4020380.250000 Penalty: 3386.883545
	Iteration 195Q: 3 clusters Score -4020380 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 30691 members 
Entering Unmasked Estep 
Score: -4020374.250000 Penalty: 3386.883545
	Iteration 196Q: 3 clusters Score -4020374 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 30717 members 
Entering Unmasked Estep 
Score: -4020396.500000 Penalty: 3386.883545
	Iteration 197Q: 3 clusters Score -4020396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -4020401.750000 Penalty: 3386.883545
	Iteration 198Q: 3 clusters Score -4020402 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -4020400.750000 Penalty: 3386.883545
	Iteration 199Q: 3 clusters Score -4020401 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -4020403.000000 Penalty: 3386.883545
	Iteration 200F: 3 clusters Score -4020403 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
Score: -4020406.500000 Penalty: 3386.883545
	Iteration 201Q: 3 clusters Score -4020406 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 30830 members 
Entering Unmasked Estep 
Score: -4020415.500000 Penalty: 3386.883545
	Iteration 202Q: 3 clusters Score -4020416 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 30858 members 
Entering Unmasked Estep 
Score: -4020409.250000 Penalty: 3386.883545
	Iteration 203Q: 3 clusters Score -4020409 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
Score: -4020425.000000 Penalty: 3386.883545
	Iteration 204Q: 3 clusters Score -4020425 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -4020429.500000 Penalty: 3386.883545
	Iteration 205Q: 3 clusters Score -4020430 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 30944 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -4020430 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 30969 members 
Entering Unmasked Estep 
Score: -4020429.500000 Penalty: 3386.883545
	Iteration 207Q: 3 clusters Score -4020430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 30987 members 
Entering Unmasked Estep 
Score: -4020434.000000 Penalty: 3386.883545
	Iteration 208Q: 3 clusters Score -4020434 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 31011 members 
Entering Unmasked Estep 
Score: -4020438.500000 Penalty: 3386.883545
	Iteration 209Q: 3 clusters Score -4020438 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 31036 members 
Entering Unmasked Estep 
Score: -4020446.000000 Penalty: 3386.883545
	Iteration 210Q: 3 clusters Score -4020446 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -4020446.500000 Penalty: 3386.883545
	Iteration 211Q: 3 clusters Score -4020446 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 31095 members 
Entering Unmasked Estep 
Score: -4020447.500000 Penalty: 3386.883545
	Iteration 212Q: 3 clusters Score -4020448 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 31120 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -4020449 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 31145 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -4020446 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 31176 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -4020449 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 31207 members 
Entering Unmasked Estep 
Score: -4020456.750000 Penalty: 3386.883545
	Iteration 216Q: 3 clusters Score -4020457 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 31240 members 
Entering Unmasked Estep 
Score: -4020462.500000 Penalty: 3386.883545
	Iteration 217Q: 3 clusters Score -4020462 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 31281 members 
Entering Unmasked Estep 
Score: -4020474.750000 Penalty: 3386.883545
	Iteration 218Q: 3 clusters Score -4020475 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 31335 members 
Entering Unmasked Estep 
Score: -4020476.000000 Penalty: 3386.883545
	Iteration 219Q: 3 clusters Score -4020476 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -4020483.250000 Penalty: 3386.883545
	Iteration 220F: 3 clusters Score -4020483 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 31424 members 
Entering Unmasked Estep 
Score: -4020504.000000 Penalty: 3386.883545
	Iteration 221Q: 3 clusters Score -4020504 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 31460 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -4020505 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
Score: -4020517.000000 Penalty: 3386.883545
	Iteration 223Q: 3 clusters Score -4020517 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 31540 members 
Entering Unmasked Estep 
Score: -4020519.750000 Penalty: 3386.883545
	Iteration 224Q: 3 clusters Score -4020520 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 31577 members 
Entering Unmasked Estep 
Score: -4020529.750000 Penalty: 3386.883545
	Iteration 225Q: 3 clusters Score -4020530 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 31613 members 
Entering Unmasked Estep 
Score: -4020545.000000 Penalty: 3386.883545
	Iteration 226Q: 3 clusters Score -4020545 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 31648 members 
Entering Unmasked Estep 
Score: -4020547.000000 Penalty: 3386.883545
	Iteration 227Q: 3 clusters Score -4020547 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 31687 members 
Entering Unmasked Estep 
Score: -4020554.000000 Penalty: 3386.883545
	Iteration 228Q: 3 clusters Score -4020554 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -4020564.250000 Penalty: 3386.883545
	Iteration 229Q: 3 clusters Score -4020564 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -4020570.000000 Penalty: 3386.883545
	Iteration 230Q: 3 clusters Score -4020570 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
Score: -4020588.250000 Penalty: 3386.883545
	Iteration 231Q: 3 clusters Score -4020588 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 31887 members 
Entering Unmasked Estep 
Score: -4020607.500000 Penalty: 3386.883545
	Iteration 232Q: 3 clusters Score -4020608 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 31934 members 
Entering Unmasked Estep 
Score: -4020617.000000 Penalty: 3386.883545
	Iteration 233Q: 3 clusters Score -4020617 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 31978 members 
Entering Unmasked Estep 
Score: -4020632.500000 Penalty: 3386.883545
	Iteration 234Q: 3 clusters Score -4020632 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -4020631.250000 Penalty: 3386.883545
	Iteration 235Q: 3 clusters Score -4020631 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -4020654.000000 Penalty: 3386.883545
	Iteration 236Q: 3 clusters Score -4020654 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 32097 members 
Entering Unmasked Estep 
Score: -4020672.250000 Penalty: 3386.883545
	Iteration 237Q: 3 clusters Score -4020672 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 32133 members 
Entering Unmasked Estep 
Score: -4020682.750000 Penalty: 3386.883545
	Iteration 238Q: 3 clusters Score -4020683 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 32180 members 
Entering Unmasked Estep 
Score: -4020697.750000 Penalty: 3386.883545
	Iteration 239Q: 3 clusters Score -4020698 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 32226 members 
Entering Unmasked Estep 
Score: -4020694.000000 Penalty: 3386.883545
	Iteration 240F: 3 clusters Score -4020694 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 32264 members 
Entering Unmasked Estep 
Score: -4020708.500000 Penalty: 3386.883545
	Iteration 241Q: 3 clusters Score -4020708 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 32300 members 
Entering Unmasked Estep 
Score: -4020712.750000 Penalty: 3386.883545
	Iteration 242Q: 3 clusters Score -4020713 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 32333 members 
Entering Unmasked Estep 
Score: -4020718.000000 Penalty: 3386.883545
	Iteration 243Q: 3 clusters Score -4020718 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 32366 members 
Entering Unmasked Estep 
Score: -4020729.750000 Penalty: 3386.883545
	Iteration 244Q: 3 clusters Score -4020730 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -4020752.500000 Penalty: 3386.883545
	Iteration 245Q: 3 clusters Score -4020752 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 32447 members 
Entering Unmasked Estep 
Score: -4020767.500000 Penalty: 3386.883545
	Iteration 246Q: 3 clusters Score -4020768 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -4020782.250000 Penalty: 3386.883545
	Iteration 247Q: 3 clusters Score -4020782 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
Score: -4020785.250000 Penalty: 3386.883545
	Iteration 248Q: 3 clusters Score -4020785 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 32526 members 
Entering Unmasked Estep 
Score: -4020792.750000 Penalty: 3386.883545
	Iteration 249Q: 3 clusters Score -4020793 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 32545 members 
Entering Unmasked Estep 
Score: -4020802.750000 Penalty: 3386.883545
	Iteration 250Q: 3 clusters Score -4020803 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -4020801.000000 Penalty: 3386.883545
	Iteration 251Q: 3 clusters Score -4020801 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 32586 members 
Entering Unmasked Estep 
Score: -4020811.000000 Penalty: 3386.883545
	Iteration 252Q: 3 clusters Score -4020811 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -4020833.250000 Penalty: 3386.883545
	Iteration 253Q: 3 clusters Score -4020833 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 32642 members 
Entering Unmasked Estep 
Score: -4020842.000000 Penalty: 3386.883545
	Iteration 254Q: 3 clusters Score -4020842 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 32667 members 
Entering Unmasked Estep 
Score: -4020855.750000 Penalty: 3386.883545
	Iteration 255Q: 3 clusters Score -4020856 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 32697 members 
Entering Unmasked Estep 
Score: -4020875.000000 Penalty: 3386.883545
	Iteration 256Q: 3 clusters Score -4020875 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 32717 members 
Entering Unmasked Estep 
Score: -4020881.500000 Penalty: 3386.883545
	Iteration 257Q: 3 clusters Score -4020882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 32735 members 
Entering Unmasked Estep 
Score: -4020886.000000 Penalty: 3386.883545
	Iteration 258Q: 3 clusters Score -4020886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 32749 members 
Entering Unmasked Estep 
Score: -4020890.000000 Penalty: 3386.883545
	Iteration 259Q: 3 clusters Score -4020890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 32758 members 
Entering Unmasked Estep 
Score: -4020892.750000 Penalty: 3386.883545
	Iteration 260F: 3 clusters Score -4020893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 32765 members 
Entering Unmasked Estep 
Score: -4020888.250000 Penalty: 3386.883545
	Iteration 261Q: 3 clusters Score -4020888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 32776 members 
Entering Unmasked Estep 
Score: -4020893.250000 Penalty: 3386.883545
	Iteration 262Q: 3 clusters Score -4020893 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 32792 members 
Entering Unmasked Estep 
Score: -4020898.750000 Penalty: 3386.883545
	Iteration 263Q: 3 clusters Score -4020899 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 32809 members 
Entering Unmasked Estep 
Score: -4020897.000000 Penalty: 3386.883545
	Iteration 264Q: 3 clusters Score -4020897 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 32826 members 
Entering Unmasked Estep 
Score: -4020903.500000 Penalty: 3386.883545
	Iteration 265Q: 3 clusters Score -4020904 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 32848 members 
Entering Unmasked Estep 
Score: -4020912.000000 Penalty: 3386.883545
	Iteration 266Q: 3 clusters Score -4020912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 32864 members 
Entering Unmasked Estep 
Score: -4020916.000000 Penalty: 3386.883545
	Iteration 267Q: 3 clusters Score -4020916 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 32882 members 
Entering Unmasked Estep 
Score: -4020927.000000 Penalty: 3386.883545
	Iteration 268Q: 3 clusters Score -4020927 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -4020938.250000 Penalty: 3386.883545
	Iteration 269Q: 3 clusters Score -4020938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
Score: -4020951.000000 Penalty: 3386.883545
	Iteration 270Q: 3 clusters Score -4020951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 32929 members 
Entering Unmasked Estep 
Score: -4020955.750000 Penalty: 3386.883545
	Iteration 271Q: 3 clusters Score -4020956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -4020959.500000 Penalty: 3386.883545
	Iteration 272Q: 3 clusters Score -4020960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 32938 members 
Entering Unmasked Estep 
Score: -4020960.750000 Penalty: 3386.883545
	Iteration 273Q: 3 clusters Score -4020961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 32941 members 
Entering Unmasked Estep 
Score: -4020962.000000 Penalty: 3386.883545
	Iteration 274Q: 3 clusters Score -4020962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -4020959.750000 Penalty: 3386.883545
	Iteration 275Q: 3 clusters Score -4020960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 32951 members 
Entering Unmasked Estep 
Score: -4020964.250000 Penalty: 3386.883545
	Iteration 276Q: 3 clusters Score -4020964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 32956 members 
Entering Unmasked Estep 
Score: -4020964.250000 Penalty: 3386.883545
	Iteration 277Q: 3 clusters Score -4020964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -4020967.250000 Penalty: 3386.883545
	Iteration 278Q: 3 clusters Score -4020967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 32962 members 
Entering Unmasked Estep 
Score: -4020967.750000 Penalty: 3386.883545
	Iteration 279Q: 3 clusters Score -4020968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 32965 members 
Entering Unmasked Estep 
Score: -4020971.750000 Penalty: 3386.883545
	Iteration 280F: 3 clusters Score -4020972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 32970 members 
Entering Unmasked Estep 
Score: -4020977.000000 Penalty: 3386.883545
	Iteration 281Q: 3 clusters Score -4020977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -4020977.000000 Penalty: 3386.883545
	Iteration 282Q: 3 clusters Score -4020977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -4020973.750000 Penalty: 3386.883545
	Iteration 283Q: 3 clusters Score -4020974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 32972 members 
Entering Unmasked Estep 
Score: -4020976.750000 Penalty: 3386.883545
	Iteration 284Q: 3 clusters Score -4020977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 32973 members 
Entering Unmasked Estep 
Score: -4020975.750000 Penalty: 3386.883545
	Iteration 285Q: 3 clusters Score -4020976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 32974 members 
Entering Unmasked Estep 
Score: -4020974.750000 Penalty: 3386.883545
	Iteration 286Q: 3 clusters Score -4020975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 32975 members 
Entering Unmasked Estep 
Score: -4020975.500000 Penalty: 3386.883545
	Iteration 287Q: 3 clusters Score -4020976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 32975 members 
Entering Unmasked Estep 
Score: -4020975.500000 Penalty: 3386.883545
	Iteration 288F: 3 clusters Score -4020976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (135667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135667 members 
Entering Unmasked Estep 
Score: -16072911.000000 Penalty: 1920.418335
	Iteration 0F: 2 clusters Score -1.607291e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67571 members 
Mstep: Class 2 contains 68096 members 
Entering Unmasked Estep 
Score: -15994743.000000 Penalty: 3840.836670
	Iteration 0F: 3 clusters Score -1.599474e+07 nChanged 65298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63827 members 
Mstep: Class 2 contains 71840 members 
Entering Unmasked Estep 
Score: -16033511.000000 Penalty: 3840.836670
	Iteration 1F: 3 clusters Score -1.603351e+07 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62348 members 
Mstep: Class 2 contains 73319 members 
Entering Unmasked Estep 
Score: -16034886.000000 Penalty: 3840.836670
	Iteration 2Q: 3 clusters Score -1.603489e+07 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60211 members 
Mstep: Class 2 contains 75456 members 
Entering Unmasked Estep 
Score: -16036841.000000 Penalty: 3840.836670
	Iteration 3Q: 3 clusters Score -1.603684e+07 nChanged 6186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57391 members 
Mstep: Class 2 contains 78276 members 
Entering Unmasked Estep 
Score: -16039862.000000 Penalty: 3840.836670
	Iteration 4Q: 3 clusters Score -1.603986e+07 nChanged 7629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54134 members 
Mstep: Class 2 contains 81533 members 
Entering Unmasked Estep 
Score: -16045203.000000 Penalty: 3840.836670
	Iteration 5F: 3 clusters Score -1.60452e+07 nChanged 9276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51402 members 
Mstep: Class 2 contains 84265 members 
Entering Unmasked Estep 
Score: -16054673.000000 Penalty: 3840.836670
	Iteration 6F: 3 clusters Score -1.605467e+07 nChanged 10527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50565 members 
Mstep: Class 2 contains 85102 members 
Entering Unmasked Estep 
Score: -16066238.000000 Penalty: 3840.836670
	Iteration 7F: 3 clusters Score -1.606624e+07 nChanged 9025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52014 members 
Mstep: Class 2 contains 83653 members 
Entering Unmasked Estep 
Score: -16072920.000000 Penalty: 3840.836670
	Iteration 8F: 3 clusters Score -1.607292e+07 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54138 members 
Mstep: Class 2 contains 81529 members 
Entering Unmasked Estep 
Score: -16075069.000000 Penalty: 3840.836670
	Iteration 9Q: 3 clusters Score -1.607507e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56528 members 
Mstep: Class 2 contains 79139 members 
Entering Unmasked Estep 
Score: -16076103.000000 Penalty: 3840.836670
	Iteration 10Q: 3 clusters Score -1.60761e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59151 members 
Mstep: Class 2 contains 76516 members 
Entering Unmasked Estep 
Score: -16076674.000000 Penalty: 3840.836670
	Iteration 11Q: 3 clusters Score -1.607667e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61922 members 
Mstep: Class 2 contains 73745 members 
Entering Unmasked Estep 
Score: -16077036.000000 Penalty: 3840.836670
	Iteration 12Q: 3 clusters Score -1.607704e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64697 members 
Mstep: Class 2 contains 70970 members 
Entering Unmasked Estep 
Score: -16077388.000000 Penalty: 3840.836670
	Iteration 13Q: 3 clusters Score -1.607739e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67311 members 
Mstep: Class 2 contains 68356 members 
Entering Unmasked Estep 
Score: -16077538.000000 Penalty: 3840.836670
	Iteration 14Q: 3 clusters Score -1.607754e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69842 members 
Mstep: Class 2 contains 65825 members 
Entering Unmasked Estep 
Score: -16077662.000000 Penalty: 3840.836670
	Iteration 15Q: 3 clusters Score -1.607766e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72389 members 
Mstep: Class 2 contains 63278 members 
Entering Unmasked Estep 
Score: -16077688.000000 Penalty: 3840.836670
	Iteration 16Q: 3 clusters Score -1.607769e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74896 members 
Mstep: Class 2 contains 60771 members 
Entering Unmasked Estep 
Score: -16077516.000000 Penalty: 3840.836670
	Iteration 17Q: 3 clusters Score -1.607752e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77306 members 
Mstep: Class 2 contains 58361 members 
Entering Unmasked Estep 
Score: -16077498.000000 Penalty: 3840.836670
	Iteration 18Q: 3 clusters Score -1.60775e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79619 members 
Mstep: Class 2 contains 56048 members 
Entering Unmasked Estep 
Score: -16077412.000000 Penalty: 3840.836670
	Iteration 19Q: 3 clusters Score -1.607741e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81681 members 
Mstep: Class 2 contains 53986 members 
Entering Unmasked Estep 
Score: -16077232.000000 Penalty: 3840.836670
	Iteration 20F: 3 clusters Score -1.607723e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83720 members 
Mstep: Class 2 contains 51947 members 
Entering Unmasked Estep 
Score: -16077143.000000 Penalty: 3840.836670
	Iteration 21Q: 3 clusters Score -1.607714e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85652 members 
Mstep: Class 2 contains 50015 members 
Entering Unmasked Estep 
Score: -16077004.000000 Penalty: 3840.836670
	Iteration 22Q: 3 clusters Score -1.6077e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87550 members 
Mstep: Class 2 contains 48117 members 
Entering Unmasked Estep 
Score: -16076964.000000 Penalty: 3840.836670
	Iteration 23Q: 3 clusters Score -1.607696e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89369 members 
Mstep: Class 2 contains 46298 members 
Entering Unmasked Estep 
Score: -16076892.000000 Penalty: 3840.836670
	Iteration 24Q: 3 clusters Score -1.607689e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90723 members 
Mstep: Class 2 contains 44944 members 
Entering Unmasked Estep 
Score: -16076754.000000 Penalty: 3840.836670
	Iteration 25Q: 3 clusters Score -1.607675e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91836 members 
Mstep: Class 2 contains 43831 members 
Entering Unmasked Estep 
Score: -16076606.000000 Penalty: 3840.836670
	Iteration 26Q: 3 clusters Score -1.607661e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92742 members 
Mstep: Class 2 contains 42925 members 
Entering Unmasked Estep 
Score: -16076545.000000 Penalty: 3840.836670
	Iteration 27Q: 3 clusters Score -1.607654e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93480 members 
Mstep: Class 2 contains 42187 members 
Entering Unmasked Estep 
Score: -16076447.000000 Penalty: 3840.836670
	Iteration 28Q: 3 clusters Score -1.607645e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94121 members 
Mstep: Class 2 contains 41546 members 
Entering Unmasked Estep 
Score: -16076314.000000 Penalty: 3840.836670
	Iteration 29Q: 3 clusters Score -1.607631e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94731 members 
Mstep: Class 2 contains 40936 members 
Entering Unmasked Estep 
Score: -16076172.000000 Penalty: 3840.836670
	Iteration 30Q: 3 clusters Score -1.607617e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95254 members 
Mstep: Class 2 contains 40413 members 
Entering Unmasked Estep 
Score: -16076049.000000 Penalty: 3840.836670
	Iteration 31Q: 3 clusters Score -1.607605e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95691 members 
Mstep: Class 2 contains 39976 members 
Entering Unmasked Estep 
Score: -16075979.000000 Penalty: 3840.836670
	Iteration 32Q: 3 clusters Score -1.607598e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96085 members 
Mstep: Class 2 contains 39582 members 
Entering Unmasked Estep 
Score: -16075929.000000 Penalty: 3840.836670
	Iteration 33Q: 3 clusters Score -1.607593e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96430 members 
Mstep: Class 2 contains 39237 members 
Entering Unmasked Estep 
Score: -16075858.000000 Penalty: 3840.836670
	Iteration 34Q: 3 clusters Score -1.607586e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96800 members 
Mstep: Class 2 contains 38867 members 
Entering Unmasked Estep 
Score: -16075788.000000 Penalty: 3840.836670
	Iteration 35Q: 3 clusters Score -1.607579e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97100 members 
Mstep: Class 2 contains 38567 members 
Entering Unmasked Estep 
Score: -16075691.000000 Penalty: 3840.836670
	Iteration 36Q: 3 clusters Score -1.607569e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97368 members 
Mstep: Class 2 contains 38299 members 
Entering Unmasked Estep 
Score: -16075585.000000 Penalty: 3840.836670
	Iteration 37Q: 3 clusters Score -1.607558e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97584 members 
Mstep: Class 2 contains 38083 members 
Entering Unmasked Estep 
Score: -16075600.000000 Penalty: 3840.836670
	Iteration 38Q: 3 clusters Score -1.60756e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97743 members 
Mstep: Class 2 contains 37924 members 
Entering Unmasked Estep 
Score: -16075528.000000 Penalty: 3840.836670
	Iteration 39Q: 3 clusters Score -1.607553e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97866 members 
Mstep: Class 2 contains 37801 members 
Entering Unmasked Estep 
Score: -16075527.000000 Penalty: 3840.836670
	Iteration 40F: 3 clusters Score -1.607553e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97966 members 
Mstep: Class 2 contains 37701 members 
Entering Unmasked Estep 
Score: -16075516.000000 Penalty: 3840.836670
	Iteration 41Q: 3 clusters Score -1.607552e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98057 members 
Mstep: Class 2 contains 37610 members 
Entering Unmasked Estep 
Score: -16075485.000000 Penalty: 3840.836670
	Iteration 42Q: 3 clusters Score -1.607548e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98137 members 
Mstep: Class 2 contains 37530 members 
Entering Unmasked Estep 
Score: -16075458.000000 Penalty: 3840.836670
	Iteration 43Q: 3 clusters Score -1.607546e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98202 members 
Mstep: Class 2 contains 37465 members 
Entering Unmasked Estep 
Score: -16075450.000000 Penalty: 3840.836670
	Iteration 44Q: 3 clusters Score -1.607545e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98288 members 
Mstep: Class 2 contains 37379 members 
Entering Unmasked Estep 
Score: -16075456.000000 Penalty: 3840.836670
	Iteration 45Q: 3 clusters Score -1.607546e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98367 members 
Mstep: Class 2 contains 37300 members 
Entering Unmasked Estep 
Score: -16075439.000000 Penalty: 3840.836670
	Iteration 46Q: 3 clusters Score -1.607544e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98474 members 
Mstep: Class 2 contains 37193 members 
Entering Unmasked Estep 
Score: -16075400.000000 Penalty: 3840.836670
	Iteration 47Q: 3 clusters Score -1.60754e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98614 members 
Mstep: Class 2 contains 37053 members 
Entering Unmasked Estep 
Score: -16075394.000000 Penalty: 3840.836670
	Iteration 48Q: 3 clusters Score -1.607539e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98748 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
Score: -16075340.000000 Penalty: 3840.836670
	Iteration 49Q: 3 clusters Score -1.607534e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98868 members 
Mstep: Class 2 contains 36799 members 
Entering Unmasked Estep 
Score: -16075348.000000 Penalty: 3840.836670
	Iteration 50Q: 3 clusters Score -1.607535e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99008 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -16075353.000000 Penalty: 3840.836670
	Iteration 51Q: 3 clusters Score -1.607535e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99140 members 
Mstep: Class 2 contains 36527 members 
Entering Unmasked Estep 
Score: -16075325.000000 Penalty: 3840.836670
	Iteration 52Q: 3 clusters Score -1.607532e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99253 members 
Mstep: Class 2 contains 36414 members 
Entering Unmasked Estep 
Score: -16075304.000000 Penalty: 3840.836670
	Iteration 53Q: 3 clusters Score -1.60753e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99398 members 
Mstep: Class 2 contains 36269 members 
Entering Unmasked Estep 
Score: -16075293.000000 Penalty: 3840.836670
	Iteration 54Q: 3 clusters Score -1.607529e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99549 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -16075271.000000 Penalty: 3840.836670
	Iteration 55Q: 3 clusters Score -1.607527e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99700 members 
Mstep: Class 2 contains 35967 members 
Entering Unmasked Estep 
Score: -16075218.000000 Penalty: 3840.836670
	Iteration 56Q: 3 clusters Score -1.607522e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99827 members 
Mstep: Class 2 contains 35840 members 
Entering Unmasked Estep 
Score: -16075202.000000 Penalty: 3840.836670
	Iteration 57Q: 3 clusters Score -1.60752e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99924 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -16075178.000000 Penalty: 3840.836670
	Iteration 58Q: 3 clusters Score -1.607518e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100031 members 
Mstep: Class 2 contains 35636 members 
Entering Unmasked Estep 
Score: -16075140.000000 Penalty: 3840.836670
	Iteration 59Q: 3 clusters Score -1.607514e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100154 members 
Mstep: Class 2 contains 35513 members 
Entering Unmasked Estep 
Score: -16075112.000000 Penalty: 3840.836670
	Iteration 60F: 3 clusters Score -1.607511e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100325 members 
Mstep: Class 2 contains 35342 members 
Entering Unmasked Estep 
Score: -16075055.000000 Penalty: 3840.836670
	Iteration 61Q: 3 clusters Score -1.607506e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100488 members 
Mstep: Class 2 contains 35179 members 
Entering Unmasked Estep 
Score: -16075074.000000 Penalty: 3840.836670
	Iteration 62Q: 3 clusters Score -1.607507e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100688 members 
Mstep: Class 2 contains 34979 members 
Entering Unmasked Estep 
Score: -16075048.000000 Penalty: 3840.836670
	Iteration 63Q: 3 clusters Score -1.607505e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100875 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -16075002.000000 Penalty: 3840.836670
	Iteration 64Q: 3 clusters Score -1.6075e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101024 members 
Mstep: Class 2 contains 34643 members 
Entering Unmasked Estep 
Score: -16074967.000000 Penalty: 3840.836670
	Iteration 65Q: 3 clusters Score -1.607497e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101155 members 
Mstep: Class 2 contains 34512 members 
Entering Unmasked Estep 
Score: -16074985.000000 Penalty: 3840.836670
	Iteration 66Q: 3 clusters Score -1.607498e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101301 members 
Mstep: Class 2 contains 34366 members 
Entering Unmasked Estep 
Score: -16074958.000000 Penalty: 3840.836670
	Iteration 67Q: 3 clusters Score -1.607496e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101412 members 
Mstep: Class 2 contains 34255 members 
Entering Unmasked Estep 
Score: -16074911.000000 Penalty: 3840.836670
	Iteration 68Q: 3 clusters Score -1.607491e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101458 members 
Mstep: Class 2 contains 34209 members 
Entering Unmasked Estep 
Score: -16074898.000000 Penalty: 3840.836670
	Iteration 69Q: 3 clusters Score -1.60749e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101520 members 
Mstep: Class 2 contains 34147 members 
Entering Unmasked Estep 
Score: -16074884.000000 Penalty: 3840.836670
	Iteration 70Q: 3 clusters Score -1.607488e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101610 members 
Mstep: Class 2 contains 34057 members 
Entering Unmasked Estep 
Score: -16074876.000000 Penalty: 3840.836670
	Iteration 71Q: 3 clusters Score -1.607488e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101754 members 
Mstep: Class 2 contains 33913 members 
Entering Unmasked Estep 
Score: -16074892.000000 Penalty: 3840.836670
	Iteration 72Q: 3 clusters Score -1.607489e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101892 members 
Mstep: Class 2 contains 33775 members 
Entering Unmasked Estep 
Score: -16074863.000000 Penalty: 3840.836670
	Iteration 73Q: 3 clusters Score -1.607486e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102055 members 
Mstep: Class 2 contains 33612 members 
Entering Unmasked Estep 
Score: -16074893.000000 Penalty: 3840.836670
	Iteration 74Q: 3 clusters Score -1.607489e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102208 members 
Mstep: Class 2 contains 33459 members 
Entering Unmasked Estep 
Score: -16074903.000000 Penalty: 3840.836670
	Iteration 75Q: 3 clusters Score -1.60749e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102415 members 
Mstep: Class 2 contains 33252 members 
Entering Unmasked Estep 
Score: -16074888.000000 Penalty: 3840.836670
	Iteration 76Q: 3 clusters Score -1.607489e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102616 members 
Mstep: Class 2 contains 33051 members 
Entering Unmasked Estep 
Score: -16074836.000000 Penalty: 3840.836670
	Iteration 77Q: 3 clusters Score -1.607484e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102808 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -16074823.000000 Penalty: 3840.836670
	Iteration 78Q: 3 clusters Score -1.607482e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103004 members 
Mstep: Class 2 contains 32663 members 
Entering Unmasked Estep 
Score: -16074879.000000 Penalty: 3840.836670
	Iteration 79Q: 3 clusters Score -1.607488e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103205 members 
Mstep: Class 2 contains 32462 members 
Entering Unmasked Estep 
Score: -16074839.000000 Penalty: 3840.836670
	Iteration 80F: 3 clusters Score -1.607484e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103376 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
Score: -16074850.000000 Penalty: 3840.836670
	Iteration 81Q: 3 clusters Score -1.607485e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103557 members 
Mstep: Class 2 contains 32110 members 
Entering Unmasked Estep 
Score: -16074840.000000 Penalty: 3840.836670
	Iteration 82Q: 3 clusters Score -1.607484e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103733 members 
Mstep: Class 2 contains 31934 members 
Entering Unmasked Estep 
Score: -16074842.000000 Penalty: 3840.836670
	Iteration 83Q: 3 clusters Score -1.607484e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103968 members 
Mstep: Class 2 contains 31699 members 
Entering Unmasked Estep 
Score: -16074895.000000 Penalty: 3840.836670
	Iteration 84Q: 3 clusters Score -1.60749e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104189 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -16074877.000000 Penalty: 3840.836670
	Iteration 85Q: 3 clusters Score -1.607488e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104400 members 
Mstep: Class 2 contains 31267 members 
Entering Unmasked Estep 
Score: -16074902.000000 Penalty: 3840.836670
	Iteration 86Q: 3 clusters Score -1.60749e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104581 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -16074913.000000 Penalty: 3840.836670
	Iteration 87Q: 3 clusters Score -1.607491e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104706 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -16074940.000000 Penalty: 3840.836670
	Iteration 88Q: 3 clusters Score -1.607494e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104846 members 
Mstep: Class 2 contains 30821 members 
Entering Unmasked Estep 
Score: -16074970.000000 Penalty: 3840.836670
	Iteration 89Q: 3 clusters Score -1.607497e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104977 members 
Mstep: Class 2 contains 30690 members 
Entering Unmasked Estep 
Score: -16075041.000000 Penalty: 3840.836670
	Iteration 90Q: 3 clusters Score -1.607504e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105103 members 
Mstep: Class 2 contains 30564 members 
Entering Unmasked Estep 
Score: -16075050.000000 Penalty: 3840.836670
	Iteration 91Q: 3 clusters Score -1.607505e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105223 members 
Mstep: Class 2 contains 30444 members 
Entering Unmasked Estep 
Score: -16075053.000000 Penalty: 3840.836670
	Iteration 92Q: 3 clusters Score -1.607505e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105324 members 
Mstep: Class 2 contains 30343 members 
Entering Unmasked Estep 
Score: -16075018.000000 Penalty: 3840.836670
	Iteration 93Q: 3 clusters Score -1.607502e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105464 members 
Mstep: Class 2 contains 30203 members 
Entering Unmasked Estep 
Score: -16074977.000000 Penalty: 3840.836670
	Iteration 94Q: 3 clusters Score -1.607498e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105590 members 
Mstep: Class 2 contains 30077 members 
Entering Unmasked Estep 
Score: -16075025.000000 Penalty: 3840.836670
	Iteration 95Q: 3 clusters Score -1.607502e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105689 members 
Mstep: Class 2 contains 29978 members 
Entering Unmasked Estep 
Score: -16074998.000000 Penalty: 3840.836670
	Iteration 96Q: 3 clusters Score -1.6075e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105790 members 
Mstep: Class 2 contains 29877 members 
Entering Unmasked Estep 
Score: -16075001.000000 Penalty: 3840.836670
	Iteration 97Q: 3 clusters Score -1.6075e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105908 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -16074987.000000 Penalty: 3840.836670
	Iteration 98Q: 3 clusters Score -1.607499e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106014 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -16074999.000000 Penalty: 3840.836670
	Iteration 99Q: 3 clusters Score -1.6075e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106133 members 
Mstep: Class 2 contains 29534 members 
Entering Unmasked Estep 
Score: -16074973.000000 Penalty: 3840.836670
	Iteration 100F: 3 clusters Score -1.607497e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106203 members 
Mstep: Class 2 contains 29464 members 
Entering Unmasked Estep 
Score: -16074973.000000 Penalty: 3840.836670
	Iteration 101Q: 3 clusters Score -1.607497e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106275 members 
Mstep: Class 2 contains 29392 members 
Entering Unmasked Estep 
Score: -16074968.000000 Penalty: 3840.836670
	Iteration 102Q: 3 clusters Score -1.607497e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106334 members 
Mstep: Class 2 contains 29333 members 
Entering Unmasked Estep 
Score: -16074962.000000 Penalty: 3840.836670
	Iteration 103Q: 3 clusters Score -1.607496e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106374 members 
Mstep: Class 2 contains 29293 members 
Entering Unmasked Estep 
Score: -16074990.000000 Penalty: 3840.836670
	Iteration 104Q: 3 clusters Score -1.607499e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106409 members 
Mstep: Class 2 contains 29258 members 
Entering Unmasked Estep 
Score: -16075015.000000 Penalty: 3840.836670
	Iteration 105Q: 3 clusters Score -1.607502e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106445 members 
Mstep: Class 2 contains 29222 members 
Entering Unmasked Estep 
Score: -16074964.000000 Penalty: 3840.836670
	Iteration 106Q: 3 clusters Score -1.607496e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106478 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -16074968.000000 Penalty: 3840.836670
	Iteration 107Q: 3 clusters Score -1.607497e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106504 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -16074952.000000 Penalty: 3840.836670
	Iteration 108Q: 3 clusters Score -1.607495e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106525 members 
Mstep: Class 2 contains 29142 members 
Entering Unmasked Estep 
Score: -16074940.000000 Penalty: 3840.836670
	Iteration 109Q: 3 clusters Score -1.607494e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106552 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -16074941.000000 Penalty: 3840.836670
	Iteration 110Q: 3 clusters Score -1.607494e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106579 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -16074939.000000 Penalty: 3840.836670
	Iteration 111Q: 3 clusters Score -1.607494e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106597 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
Score: -16074945.000000 Penalty: 3840.836670
	Iteration 112Q: 3 clusters Score -1.607494e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106618 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -16074934.000000 Penalty: 3840.836670
	Iteration 113Q: 3 clusters Score -1.607493e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106640 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -16074947.000000 Penalty: 3840.836670
	Iteration 114Q: 3 clusters Score -1.607495e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106669 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -16074941.000000 Penalty: 3840.836670
	Iteration 115Q: 3 clusters Score -1.607494e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106685 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
Score: -16074942.000000 Penalty: 3840.836670
	Iteration 116Q: 3 clusters Score -1.607494e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106699 members 
Mstep: Class 2 contains 28968 members 
Entering Unmasked Estep 
Score: -16074932.000000 Penalty: 3840.836670
	Iteration 117Q: 3 clusters Score -1.607493e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106722 members 
Mstep: Class 2 contains 28945 members 
Entering Unmasked Estep 
Score: -16074929.000000 Penalty: 3840.836670
	Iteration 118Q: 3 clusters Score -1.607493e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106743 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -16074931.000000 Penalty: 3840.836670
	Iteration 119Q: 3 clusters Score -1.607493e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106777 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
Score: -16074935.000000 Penalty: 3840.836670
	Iteration 120F: 3 clusters Score -1.607494e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106795 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -16074933.000000 Penalty: 3840.836670
	Iteration 121Q: 3 clusters Score -1.607493e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106823 members 
Mstep: Class 2 contains 28844 members 
Entering Unmasked Estep 
Score: -16074940.000000 Penalty: 3840.836670
	Iteration 122Q: 3 clusters Score -1.607494e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106855 members 
Mstep: Class 2 contains 28812 members 
Entering Unmasked Estep 
Score: -16074933.000000 Penalty: 3840.836670
	Iteration 123Q: 3 clusters Score -1.607493e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106863 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -16074918.000000 Penalty: 3840.836670
	Iteration 124Q: 3 clusters Score -1.607492e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106872 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -16074921.000000 Penalty: 3840.836670
	Iteration 125Q: 3 clusters Score -1.607492e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106884 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -16074924.000000 Penalty: 3840.836670
	Iteration 126Q: 3 clusters Score -1.607492e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106897 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -16074929.000000 Penalty: 3840.836670
	Iteration 127Q: 3 clusters Score -1.607493e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106905 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -16074916.000000 Penalty: 3840.836670
	Iteration 128Q: 3 clusters Score -1.607492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106905 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -16074910.000000 Penalty: 3840.836670
	Iteration 129Q: 3 clusters Score -1.607491e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106907 members 
Mstep: Class 2 contains 28760 members 
Entering Unmasked Estep 
Score: -16074925.000000 Penalty: 3840.836670
	Iteration 130Q: 3 clusters Score -1.607492e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106910 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
Score: -16074922.000000 Penalty: 3840.836670
	Iteration 131Q: 3 clusters Score -1.607492e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106911 members 
Mstep: Class 2 contains 28756 members 
Entering Unmasked Estep 
Score: -16074918.000000 Penalty: 3840.836670
	Iteration 132Q: 3 clusters Score -1.607492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106912 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -16074913.000000 Penalty: 3840.836670
	Iteration 133Q: 3 clusters Score -1.607491e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106913 members 
Mstep: Class 2 contains 28754 members 
Entering Unmasked Estep 
Score: -16074922.000000 Penalty: 3840.836670
	Iteration 134Q: 3 clusters Score -1.607492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106914 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -16074917.000000 Penalty: 3840.836670
	Iteration 135Q: 3 clusters Score -1.607492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106918 members 
Mstep: Class 2 contains 28749 members 
Entering Unmasked Estep 
Score: -16074909.000000 Penalty: 3840.836670
	Iteration 136Q: 3 clusters Score -1.607491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106921 members 
Mstep: Class 2 contains 28746 members 
Entering Unmasked Estep 
Score: -16074910.000000 Penalty: 3840.836670
	Iteration 137Q: 3 clusters Score -1.607491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106924 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -16074913.000000 Penalty: 3840.836670
	Iteration 138Q: 3 clusters Score -1.607491e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106929 members 
Mstep: Class 2 contains 28738 members 
Entering Unmasked Estep 
Score: -16074906.000000 Penalty: 3840.836670
	Iteration 139Q: 3 clusters Score -1.607491e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106934 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -16074909.000000 Penalty: 3840.836670
	Iteration 140F: 3 clusters Score -1.607491e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106939 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -16074909.000000 Penalty: 3840.836670
	Iteration 141Q: 3 clusters Score -1.607491e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106945 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -16074911.000000 Penalty: 3840.836670
	Iteration 142Q: 3 clusters Score -1.607491e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106950 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -16074890.000000 Penalty: 3840.836670
	Iteration 143Q: 3 clusters Score -1.607489e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106957 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -16074887.000000 Penalty: 3840.836670
	Iteration 144Q: 3 clusters Score -1.607489e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106957 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -16074887.000000 Penalty: 3840.836670
	Iteration 145F: 3 clusters Score -1.607489e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 200643 members 
Mstep: Class 3 contains 99834 members 
Mstep: Class 4 contains 43254 members 
Mstep: Class 5 contains 72743 members 
Mstep: Class 6 contains 58917 members 
Mstep: Class 7 contains 133558 members 
Mstep: Class 8 contains 30822 members 
Mstep: Class 9 contains 36165 members 
Mstep: Class 10 contains 9726 members 
Mstep: Class 11 contains 398 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 7177 members 
Mstep: Class 14 contains 638 members 
Mstep: Class 15 contains 10229 members 
Mstep: Class 16 contains 78763 members 
Mstep: Class 17 contains 119814 members 
Mstep: Class 18 contains 98264 members 
Mstep: Class 19 contains 2551 members 
Mstep: Class 20 contains 94533 members 
Mstep: Class 21 contains 33563 members 
Mstep: Class 22 contains 106957 members 
Mstep: Class 23 contains 23407 members 
Mstep: Class 24 contains 4468 members 
Mstep: Class 25 contains 1684 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 2403 members 
Mstep: Class 28 contains 109117 members 
Mstep: Class 29 contains 4498 members 
Mstep: Class 30 contains 122961 members 
Mstep: Class 31 contains 94275 members 
Mstep: Class 32 contains 2109 members 
Mstep: Class 33 contains 36897 members 
Mstep: Class 34 contains 477 members 
Mstep: Class 35 contains 491 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 30971 members 
Mstep: Class 38 contains 1143 members 
Mstep: Class 39 contains 28710 members 
Entering Unmasked Estep 
Score: -194634320.000000 Penalty: 91003.390625
Splitting cluster 22 changes total score from -194613056.000000 to -194634320.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 23 (23407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Entering Unmasked Estep 
Score: -2671028.750000 Penalty: 1634.878418
	Iteration 0F: 2 clusters Score -2671029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -2655198.750000 Penalty: 3269.756836
	Iteration 0F: 3 clusters Score -2655199 nChanged 10712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -2661134.750000 Penalty: 3269.756836
	Iteration 1F: 3 clusters Score -2661135 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -2661528.250000 Penalty: 3269.756836
	Iteration 2Q: 3 clusters Score -2661528 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -2661923.750000 Penalty: 3269.756836
	Iteration 3Q: 3 clusters Score -2661924 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -2662400.250000 Penalty: 3269.756836
	Iteration 4Q: 3 clusters Score -2662400 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -2663084.000000 Penalty: 3269.756836
	Iteration 5F: 3 clusters Score -2663084 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -2664043.500000 Penalty: 3269.756836
	Iteration 6F: 3 clusters Score -2664044 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -2665339.250000 Penalty: 3269.756836
	Iteration 7F: 3 clusters Score -2665339 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -2666791.500000 Penalty: 3269.756836
	Iteration 8F: 3 clusters Score -2666792 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -2668025.750000 Penalty: 3269.756836
	Iteration 9Q: 3 clusters Score -2668026 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -2668864.500000 Penalty: 3269.756836
	Iteration 10Q: 3 clusters Score -2668864 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -2669222.500000 Penalty: 3269.756836
	Iteration 11Q: 3 clusters Score -2669222 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -2669404.000000 Penalty: 3269.756836
	Iteration 12Q: 3 clusters Score -2669404 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -2669509.500000 Penalty: 3269.756836
	Iteration 13Q: 3 clusters Score -2669510 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -2669577.000000 Penalty: 3269.756836
	Iteration 14Q: 3 clusters Score -2669577 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -2669603.000000 Penalty: 3269.756836
	Iteration 15Q: 3 clusters Score -2669603 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -2669617.250000 Penalty: 3269.756836
	Iteration 16Q: 3 clusters Score -2669617 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -2669629.000000 Penalty: 3269.756836
	Iteration 17Q: 3 clusters Score -2669629 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -2669630.500000 Penalty: 3269.756836
	Iteration 18Q: 3 clusters Score -2669630 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -2669627.250000 Penalty: 3269.756836
	Iteration 19Q: 3 clusters Score -2669627 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -2669635.750000 Penalty: 3269.756836
	Iteration 20F: 3 clusters Score -2669636 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -2669641.750000 Penalty: 3269.756836
	Iteration 21Q: 3 clusters Score -2669642 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -2669649.750000 Penalty: 3269.756836
	Iteration 22Q: 3 clusters Score -2669650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -2669653.500000 Penalty: 3269.756836
	Iteration 23Q: 3 clusters Score -2669654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -2669654.750000 Penalty: 3269.756836
	Iteration 24Q: 3 clusters Score -2669655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -2669654.500000 Penalty: 3269.756836
	Iteration 25Q: 3 clusters Score -2669654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -2669653.250000 Penalty: 3269.756836
	Iteration 26Q: 3 clusters Score -2669653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -2669656.500000 Penalty: 3269.756836
	Iteration 27Q: 3 clusters Score -2669656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -2669656.000000 Penalty: 3269.756836
	Iteration 28Q: 3 clusters Score -2669656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -2669657.000000 Penalty: 3269.756836
	Iteration 29Q: 3 clusters Score -2669657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -2669652.750000 Penalty: 3269.756836
	Iteration 30Q: 3 clusters Score -2669653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -2669656.250000 Penalty: 3269.756836
	Iteration 31Q: 3 clusters Score -2669656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -2669661.250000 Penalty: 3269.756836
	Iteration 32Q: 3 clusters Score -2669661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -2669661.750000 Penalty: 3269.756836
	Iteration 33Q: 3 clusters Score -2669662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2669660.750000 Penalty: 3269.756836
	Iteration 34Q: 3 clusters Score -2669661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2669660.750000 Penalty: 3269.756836
	Iteration 35F: 3 clusters Score -2669661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Entering Unmasked Estep 
Score: -482577.937500 Penalty: 1365.763184
	Iteration 0F: 2 clusters Score -482577.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -478973.406250 Penalty: 2731.526367
	Iteration 0F: 3 clusters Score -478973.4 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -479926.875000 Penalty: 2731.526367
	Iteration 1F: 3 clusters Score -479926.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -480077.218750 Penalty: 2731.526367
	Iteration 2F: 3 clusters Score -480077.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -480185.375000 Penalty: 2731.526367
	Iteration 3Q: 3 clusters Score -480185.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -480273.500000 Penalty: 2731.526367
	Iteration 4Q: 3 clusters Score -480273.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -480341.375000 Penalty: 2731.526367
	Iteration 5Q: 3 clusters Score -480341.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -480412.906250 Penalty: 2731.526367
	Iteration 6Q: 3 clusters Score -480412.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -480476.593750 Penalty: 2731.526367
	Iteration 7Q: 3 clusters Score -480476.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -480535.875000 Penalty: 2731.526367
	Iteration 8Q: 3 clusters Score -480535.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -480584.656250 Penalty: 2731.526367
	Iteration 9Q: 3 clusters Score -480584.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -480630.593750 Penalty: 2731.526367
	Iteration 10Q: 3 clusters Score -480630.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -480684.187500 Penalty: 2731.526367
	Iteration 11Q: 3 clusters Score -480684.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -480744.187500 Penalty: 2731.526367
	Iteration 12Q: 3 clusters Score -480744.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -480794.218750 Penalty: 2731.526367
	Iteration 13Q: 3 clusters Score -480794.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -480848.906250 Penalty: 2731.526367
	Iteration 14Q: 3 clusters Score -480848.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -480896.875000 Penalty: 2731.526367
	Iteration 15Q: 3 clusters Score -480896.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -480950.906250 Penalty: 2731.526367
	Iteration 16Q: 3 clusters Score -480950.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -481009.343750 Penalty: 2731.526367
	Iteration 17Q: 3 clusters Score -481009.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -481070.343750 Penalty: 2731.526367
	Iteration 18Q: 3 clusters Score -481070.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -481111.593750 Penalty: 2731.526367
	Iteration 19Q: 3 clusters Score -481111.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -481147.312500 Penalty: 2731.526367
	Iteration 20F: 3 clusters Score -481147.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -481182.500000 Penalty: 2731.526367
	Iteration 21Q: 3 clusters Score -481182.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -481232.218750 Penalty: 2731.526367
	Iteration 22Q: 3 clusters Score -481232.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -481272.812500 Penalty: 2731.526367
	Iteration 23Q: 3 clusters Score -481272.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -481298.937500 Penalty: 2731.526367
	Iteration 24Q: 3 clusters Score -481298.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -481322.687500 Penalty: 2731.526367
	Iteration 25Q: 3 clusters Score -481322.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -481350.781250 Penalty: 2731.526367
	Iteration 26Q: 3 clusters Score -481350.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -481371.562500 Penalty: 2731.526367
	Iteration 27Q: 3 clusters Score -481371.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -481398.656250 Penalty: 2731.526367
	Iteration 28Q: 3 clusters Score -481398.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -481415.062500 Penalty: 2731.526367
	Iteration 29Q: 3 clusters Score -481415.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -481432.156250 Penalty: 2731.526367
	Iteration 30Q: 3 clusters Score -481432.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -481444.250000 Penalty: 2731.526367
	Iteration 31Q: 3 clusters Score -481444.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -481453.281250 Penalty: 2731.526367
	Iteration 32Q: 3 clusters Score -481453.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -481457.875000 Penalty: 2731.526367
	Iteration 33Q: 3 clusters Score -481457.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -481462.875000 Penalty: 2731.526367
	Iteration 34Q: 3 clusters Score -481462.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -481464.375000 Penalty: 2731.526367
	Iteration 35Q: 3 clusters Score -481464.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -481465.468750 Penalty: 2731.526367
	Iteration 36Q: 3 clusters Score -481465.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -481466.437500 Penalty: 2731.526367
	Iteration 37Q: 3 clusters Score -481466.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -481469.062500 Penalty: 2731.526367
	Iteration 38Q: 3 clusters Score -481469.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -481469.750000 Penalty: 2731.526367
	Iteration 39Q: 3 clusters Score -481469.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -481469.750000 Penalty: 2731.526367
	Iteration 40F: 3 clusters Score -481469.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Entering Unmasked Estep 
Score: -149556.640625 Penalty: 1207.200684
	Iteration 0F: 2 clusters Score -149556.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -147813.093750 Penalty: 2414.401367
	Iteration 0F: 3 clusters Score -147813.1 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -149237.312500 Penalty: 2414.401367
	Iteration 1F: 3 clusters Score -149237.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -150128.906250 Penalty: 2414.401367
	Iteration 2F: 3 clusters Score -150128.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -150479.703125 Penalty: 2414.401367
	Iteration 3F: 3 clusters Score -150479.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -150677.671875 Penalty: 2414.401367
	Iteration 4Q: 3 clusters Score -150677.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -150812.406250 Penalty: 2414.401367
	Iteration 5Q: 3 clusters Score -150812.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -150938.937500 Penalty: 2414.401367
	Iteration 6Q: 3 clusters Score -150938.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -151036.828125 Penalty: 2414.401367
	Iteration 7Q: 3 clusters Score -151036.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -151106.468750 Penalty: 2414.401367
	Iteration 8Q: 3 clusters Score -151106.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -151178.875000 Penalty: 2414.401367
	Iteration 9Q: 3 clusters Score -151178.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -151315.531250 Penalty: 2414.401367
	Iteration 10Q: 3 clusters Score -151315.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -151582.125000 Penalty: 2414.401367
	Iteration 11Q: 3 clusters Score -151582.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -151928.406250 Penalty: 2414.401367
	Iteration 12Q: 3 clusters Score -151928.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -152238.500000 Penalty: 2414.401367
	Iteration 13Q: 3 clusters Score -152238.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -152400.500000 Penalty: 2414.401367
	Iteration 14Q: 3 clusters Score -152400.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -152473.718750 Penalty: 2414.401367
	Iteration 15Q: 3 clusters Score -152473.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -152529.156250 Penalty: 2414.401367
	Iteration 16Q: 3 clusters Score -152529.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -152552.828125 Penalty: 2414.401367
	Iteration 17Q: 3 clusters Score -152552.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -152565.593750 Penalty: 2414.401367
	Iteration 18Q: 3 clusters Score -152565.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -152567.906250 Penalty: 2414.401367
	Iteration 19Q: 3 clusters Score -152567.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -152709.031250 Penalty: 2414.401367
	Iteration 20F: 3 clusters Score -152709 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -152824.578125 Penalty: 2414.401367
	Iteration 21Q: 3 clusters Score -152824.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -152836.640625 Penalty: 2414.401367
	Iteration 22Q: 3 clusters Score -152836.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -152844.156250 Penalty: 2414.401367
	Iteration 23Q: 3 clusters Score -152844.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -152844.156250 Penalty: 2414.401367
	Iteration 24F: 3 clusters Score -152844.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 200643 members 
Mstep: Class 3 contains 99834 members 
Mstep: Class 4 contains 43254 members 
Mstep: Class 5 contains 72743 members 
Mstep: Class 6 contains 58917 members 
Mstep: Class 7 contains 133558 members 
Mstep: Class 8 contains 30822 members 
Mstep: Class 9 contains 36165 members 
Mstep: Class 10 contains 9726 members 
Mstep: Class 11 contains 398 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 7177 members 
Mstep: Class 14 contains 638 members 
Mstep: Class 15 contains 10229 members 
Mstep: Class 16 contains 78763 members 
Mstep: Class 17 contains 119814 members 
Mstep: Class 18 contains 98264 members 
Mstep: Class 19 contains 2551 members 
Mstep: Class 20 contains 94533 members 
Mstep: Class 21 contains 33563 members 
Mstep: Class 22 contains 106957 members 
Mstep: Class 23 contains 23407 members 
Mstep: Class 24 contains 4468 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 804 members 
Mstep: Class 27 contains 2403 members 
Mstep: Class 28 contains 109117 members 
Mstep: Class 29 contains 4498 members 
Mstep: Class 30 contains 122961 members 
Mstep: Class 31 contains 94275 members 
Mstep: Class 32 contains 2109 members 
Mstep: Class 33 contains 36897 members 
Mstep: Class 34 contains 477 members 
Mstep: Class 35 contains 491 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 30971 members 
Mstep: Class 38 contains 1143 members 
Mstep: Class 39 contains 28710 members 
Mstep: Class 40 contains 929 members 
Entering Unmasked Estep 
Score: -194636032.000000 Penalty: 93336.812500
Splitting cluster 25 changes total score from -194613056.000000 to -194636032.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 26 (804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Entering Unmasked Estep 
Score: -60605.773438 Penalty: 1087.059814
	Iteration 0F: 2 clusters Score -60605.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -59662.691406 Penalty: 2174.119629
	Iteration 0F: 3 clusters Score -59662.69 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -60522.378906 Penalty: 2174.119629
	Iteration 1F: 3 clusters Score -60522.38 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -60835.082031 Penalty: 2174.119629
	Iteration 2F: 3 clusters Score -60835.08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -61022.710938 Penalty: 2174.119629
	Iteration 3F: 3 clusters Score -61022.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -61062.257812 Penalty: 2174.119629
	Iteration 4Q: 3 clusters Score -61062.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -61085.867188 Penalty: 2174.119629
	Iteration 5Q: 3 clusters Score -61085.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -61094.726562 Penalty: 2174.119629
	Iteration 6Q: 3 clusters Score -61094.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -61106.257812 Penalty: 2174.119629
	Iteration 7Q: 3 clusters Score -61106.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -61120.953125 Penalty: 2174.119629
	Iteration 8Q: 3 clusters Score -61120.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -61123.585938 Penalty: 2174.119629
	Iteration 9Q: 3 clusters Score -61123.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -61127.222656 Penalty: 2174.119629
	Iteration 10Q: 3 clusters Score -61127.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -61129.902344 Penalty: 2174.119629
	Iteration 11Q: 3 clusters Score -61129.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -61129.902344 Penalty: 2174.119629
	Iteration 12F: 3 clusters Score -61129.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 200643 members 
Mstep: Class 3 contains 99834 members 
Mstep: Class 4 contains 43254 members 
Mstep: Class 5 contains 72743 members 
Mstep: Class 6 contains 58917 members 
Mstep: Class 7 contains 133558 members 
Mstep: Class 8 contains 30822 members 
Mstep: Class 9 contains 36165 members 
Mstep: Class 10 contains 9726 members 
Mstep: Class 11 contains 398 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 7177 members 
Mstep: Class 14 contains 638 members 
Mstep: Class 15 contains 10229 members 
Mstep: Class 16 contains 78763 members 
Mstep: Class 17 contains 119814 members 
Mstep: Class 18 contains 98264 members 
Mstep: Class 19 contains 2551 members 
Mstep: Class 20 contains 94533 members 
Mstep: Class 21 contains 33563 members 
Mstep: Class 22 contains 106957 members 
Mstep: Class 23 contains 23407 members 
Mstep: Class 24 contains 4468 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 260 members 
Mstep: Class 27 contains 2403 members 
Mstep: Class 28 contains 109117 members 
Mstep: Class 29 contains 4498 members 
Mstep: Class 30 contains 122961 members 
Mstep: Class 31 contains 94275 members 
Mstep: Class 32 contains 2109 members 
Mstep: Class 33 contains 36897 members 
Mstep: Class 34 contains 477 members 
Mstep: Class 35 contains 491 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 30971 members 
Mstep: Class 38 contains 1143 members 
Mstep: Class 39 contains 28710 members 
Mstep: Class 40 contains 929 members 
Mstep: Class 41 contains 544 members 
Entering Unmasked Estep 
Score: -194635360.000000 Penalty: 95670.234375
Splitting cluster 26 changes total score from -194613056.000000 to -194635360.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 27 (2403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Entering Unmasked Estep 
Score: -233196.234375 Penalty: 1264.976929
	Iteration 0F: 2 clusters Score -233196.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -230943.046875 Penalty: 2529.953857
	Iteration 0F: 3 clusters Score -230943 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -232460.953125 Penalty: 2529.953857
	Iteration 1F: 3 clusters Score -232461 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -233479.484375 Penalty: 2529.953857
	Iteration 2F: 3 clusters Score -233479.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -234006.515625 Penalty: 2529.953857
	Iteration 3F: 3 clusters Score -234006.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -234344.406250 Penalty: 2529.953857
	Iteration 4F: 3 clusters Score -234344.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -234690.218750 Penalty: 2529.953857
	Iteration 5Q: 3 clusters Score -234690.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -234986.343750 Penalty: 2529.953857
	Iteration 6Q: 3 clusters Score -234986.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -235196.046875 Penalty: 2529.953857
	Iteration 7Q: 3 clusters Score -235196 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -235374.187500 Penalty: 2529.953857
	Iteration 8Q: 3 clusters Score -235374.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -235532.359375 Penalty: 2529.953857
	Iteration 9Q: 3 clusters Score -235532.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -235624.000000 Penalty: 2529.953857
	Iteration 10Q: 3 clusters Score -235624 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -235685.109375 Penalty: 2529.953857
	Iteration 11Q: 3 clusters Score -235685.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -235720.875000 Penalty: 2529.953857
	Iteration 12Q: 3 clusters Score -235720.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -235752.593750 Penalty: 2529.953857
	Iteration 13Q: 3 clusters Score -235752.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -235768.156250 Penalty: 2529.953857
	Iteration 14Q: 3 clusters Score -235768.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -235772.578125 Penalty: 2529.953857
	Iteration 15Q: 3 clusters Score -235772.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -235789.140625 Penalty: 2529.953857
	Iteration 16Q: 3 clusters Score -235789.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -235792.968750 Penalty: 2529.953857
	Iteration 17Q: 3 clusters Score -235793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -235795.171875 Penalty: 2529.953857
	Iteration 18Q: 3 clusters Score -235795.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -235796.328125 Penalty: 2529.953857
	Iteration 19Q: 3 clusters Score -235796.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -235851.750000 Penalty: 2529.953857
	Iteration 20F: 3 clusters Score -235851.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -235901.671875 Penalty: 2529.953857
	Iteration 21Q: 3 clusters Score -235901.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -235911.593750 Penalty: 2529.953857
	Iteration 22Q: 3 clusters Score -235911.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -235915.234375 Penalty: 2529.953857
	Iteration 23Q: 3 clusters Score -235915.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -235918.656250 Penalty: 2529.953857
	Iteration 24Q: 3 clusters Score -235918.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -235921.328125 Penalty: 2529.953857
	Iteration 25Q: 3 clusters Score -235921.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -235925.390625 Penalty: 2529.953857
	Iteration 26Q: 3 clusters Score -235925.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -235926.609375 Penalty: 2529.953857
	Iteration 27Q: 3 clusters Score -235926.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -235926.968750 Penalty: 2529.953857
	Iteration 28Q: 3 clusters Score -235927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -235926.968750 Penalty: 2529.953857
	Iteration 29F: 3 clusters Score -235927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 200643 members 
Mstep: Class 3 contains 99834 members 
Mstep: Class 4 contains 43254 members 
Mstep: Class 5 contains 72743 members 
Mstep: Class 6 contains 58917 members 
Mstep: Class 7 contains 133558 members 
Mstep: Class 8 contains 30822 members 
Mstep: Class 9 contains 36165 members 
Mstep: Class 10 contains 9726 members 
Mstep: Class 11 contains 398 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 7177 members 
Mstep: Class 14 contains 638 members 
Mstep: Class 15 contains 10229 members 
Mstep: Class 16 contains 78763 members 
Mstep: Class 17 contains 119814 members 
Mstep: Class 18 contains 98264 members 
Mstep: Class 19 contains 2551 members 
Mstep: Class 20 contains 94533 members 
Mstep: Class 21 contains 33563 members 
Mstep: Class 22 contains 106957 members 
Mstep: Class 23 contains 23407 members 
Mstep: Class 24 contains 4468 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 260 members 
Mstep: Class 27 contains 1142 members 
Mstep: Class 28 contains 109117 members 
Mstep: Class 29 contains 4498 members 
Mstep: Class 30 contains 122961 members 
Mstep: Class 31 contains 94275 members 
Mstep: Class 32 contains 2109 members 
Mstep: Class 33 contains 36897 members 
Mstep: Class 34 contains 477 members 
Mstep: Class 35 contains 491 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 30971 members 
Mstep: Class 38 contains 1143 members 
Mstep: Class 39 contains 28710 members 
Mstep: Class 40 contains 929 members 
Mstep: Class 41 contains 544 members 
Mstep: Class 42 contains 1261 members 
Entering Unmasked Estep 
Score: -194635696.000000 Penalty: 98003.648438
Splitting cluster 27 changes total score from -194613056.000000 to -194635696.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 28 (109117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109117 members 
Entering Unmasked Estep 
Score: -12842674.000000 Penalty: 1885.028564
	Iteration 0F: 2 clusters Score -1.284267e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54601 members 
Mstep: Class 2 contains 54516 members 
Entering Unmasked Estep 
Score: -12773340.000000 Penalty: 3770.057129
	Iteration 0F: 3 clusters Score -1.277334e+07 nChanged 52271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54046 members 
Mstep: Class 2 contains 55071 members 
Entering Unmasked Estep 
Score: -12803629.000000 Penalty: 3770.057129
	Iteration 1F: 3 clusters Score -1.280363e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53725 members 
Mstep: Class 2 contains 55392 members 
Entering Unmasked Estep 
Score: -12804222.000000 Penalty: 3770.057129
	Iteration 2Q: 3 clusters Score -1.280422e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53231 members 
Mstep: Class 2 contains 55886 members 
Entering Unmasked Estep 
Score: -12804843.000000 Penalty: 3770.057129
	Iteration 3Q: 3 clusters Score -1.280484e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52584 members 
Mstep: Class 2 contains 56533 members 
Entering Unmasked Estep 
Score: -12805758.000000 Penalty: 3770.057129
	Iteration 4Q: 3 clusters Score -1.280576e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51754 members 
Mstep: Class 2 contains 57363 members 
Entering Unmasked Estep 
Score: -12807474.000000 Penalty: 3770.057129
	Iteration 5Q: 3 clusters Score -1.280747e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51012 members 
Mstep: Class 2 contains 58105 members 
Entering Unmasked Estep 
Score: -12810466.000000 Penalty: 3770.057129
	Iteration 6Q: 3 clusters Score -1.281047e+07 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50665 members 
Mstep: Class 2 contains 58452 members 
Entering Unmasked Estep 
Score: -12815349.000000 Penalty: 3770.057129
	Iteration 7F: 3 clusters Score -1.281535e+07 nChanged 7468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51571 members 
Mstep: Class 2 contains 57546 members 
Entering Unmasked Estep 
Score: -12821806.000000 Penalty: 3770.057129
	Iteration 8F: 3 clusters Score -1.282181e+07 nChanged 8834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53905 members 
Mstep: Class 2 contains 55212 members 
Entering Unmasked Estep 
Score: -12829591.000000 Penalty: 3770.057129
	Iteration 9F: 3 clusters Score -1.282959e+07 nChanged 8504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56841 members 
Mstep: Class 2 contains 52276 members 
Entering Unmasked Estep 
Score: -12835920.000000 Penalty: 3770.057129
	Iteration 10F: 3 clusters Score -1.283592e+07 nChanged 6282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59283 members 
Mstep: Class 2 contains 49834 members 
Entering Unmasked Estep 
Score: -12839280.000000 Penalty: 3770.057129
	Iteration 11F: 3 clusters Score -1.283928e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61274 members 
Mstep: Class 2 contains 47843 members 
Entering Unmasked Estep 
Score: -12840985.000000 Penalty: 3770.057129
	Iteration 12Q: 3 clusters Score -1.284098e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63141 members 
Mstep: Class 2 contains 45976 members 
Entering Unmasked Estep 
Score: -12842436.000000 Penalty: 3770.057129
	Iteration 13Q: 3 clusters Score -1.284244e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65015 members 
Mstep: Class 2 contains 44102 members 
Entering Unmasked Estep 
Score: -12843960.000000 Penalty: 3770.057129
	Iteration 14Q: 3 clusters Score -1.284396e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66762 members 
Mstep: Class 2 contains 42355 members 
Entering Unmasked Estep 
Score: -12845207.000000 Penalty: 3770.057129
	Iteration 15Q: 3 clusters Score -1.284521e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68224 members 
Mstep: Class 2 contains 40893 members 
Entering Unmasked Estep 
Score: -12846285.000000 Penalty: 3770.057129
	Iteration 16Q: 3 clusters Score -1.284628e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69448 members 
Mstep: Class 2 contains 39669 members 
Entering Unmasked Estep 
Score: -12846979.000000 Penalty: 3770.057129
	Iteration 17Q: 3 clusters Score -1.284698e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70522 members 
Mstep: Class 2 contains 38595 members 
Entering Unmasked Estep 
Score: -12847402.000000 Penalty: 3770.057129
	Iteration 18Q: 3 clusters Score -1.28474e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71464 members 
Mstep: Class 2 contains 37653 members 
Entering Unmasked Estep 
Score: -12847648.000000 Penalty: 3770.057129
	Iteration 19Q: 3 clusters Score -1.284765e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72348 members 
Mstep: Class 2 contains 36769 members 
Entering Unmasked Estep 
Score: -12847831.000000 Penalty: 3770.057129
	Iteration 20F: 3 clusters Score -1.284783e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73149 members 
Mstep: Class 2 contains 35968 members 
Entering Unmasked Estep 
Score: -12847940.000000 Penalty: 3770.057129
	Iteration 21Q: 3 clusters Score -1.284794e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73965 members 
Mstep: Class 2 contains 35152 members 
Entering Unmasked Estep 
Score: -12848007.000000 Penalty: 3770.057129
	Iteration 22Q: 3 clusters Score -1.284801e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74753 members 
Mstep: Class 2 contains 34364 members 
Entering Unmasked Estep 
Score: -12848066.000000 Penalty: 3770.057129
	Iteration 23Q: 3 clusters Score -1.284807e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75561 members 
Mstep: Class 2 contains 33556 members 
Entering Unmasked Estep 
Score: -12848153.000000 Penalty: 3770.057129
	Iteration 24Q: 3 clusters Score -1.284815e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76327 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -12848228.000000 Penalty: 3770.057129
	Iteration 25Q: 3 clusters Score -1.284823e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77125 members 
Mstep: Class 2 contains 31992 members 
Entering Unmasked Estep 
Score: -12848260.000000 Penalty: 3770.057129
	Iteration 26Q: 3 clusters Score -1.284826e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77948 members 
Mstep: Class 2 contains 31169 members 
Entering Unmasked Estep 
Score: -12848369.000000 Penalty: 3770.057129
	Iteration 27Q: 3 clusters Score -1.284837e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78784 members 
Mstep: Class 2 contains 30333 members 
Entering Unmasked Estep 
Score: -12848433.000000 Penalty: 3770.057129
	Iteration 28Q: 3 clusters Score -1.284843e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79584 members 
Mstep: Class 2 contains 29533 members 
Entering Unmasked Estep 
Score: -12848509.000000 Penalty: 3770.057129
	Iteration 29Q: 3 clusters Score -1.284851e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80342 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -12848541.000000 Penalty: 3770.057129
	Iteration 30Q: 3 clusters Score -1.284854e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81088 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -12848599.000000 Penalty: 3770.057129
	Iteration 31Q: 3 clusters Score -1.28486e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81848 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -12848653.000000 Penalty: 3770.057129
	Iteration 32Q: 3 clusters Score -1.284865e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82506 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -12848721.000000 Penalty: 3770.057129
	Iteration 33Q: 3 clusters Score -1.284872e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83169 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -12848709.000000 Penalty: 3770.057129
	Iteration 34Q: 3 clusters Score -1.284871e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83776 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -12848699.000000 Penalty: 3770.057129
	Iteration 35Q: 3 clusters Score -1.28487e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84312 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -12848766.000000 Penalty: 3770.057129
	Iteration 36Q: 3 clusters Score -1.284877e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84812 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -12848727.000000 Penalty: 3770.057129
	Iteration 37Q: 3 clusters Score -1.284873e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85248 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -12848756.000000 Penalty: 3770.057129
	Iteration 38Q: 3 clusters Score -1.284876e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85624 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -12848746.000000 Penalty: 3770.057129
	Iteration 39Q: 3 clusters Score -1.284875e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85972 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -12848768.000000 Penalty: 3770.057129
	Iteration 40F: 3 clusters Score -1.284877e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86342 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -12848787.000000 Penalty: 3770.057129
	Iteration 41Q: 3 clusters Score -1.284879e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86659 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -12848783.000000 Penalty: 3770.057129
	Iteration 42Q: 3 clusters Score -1.284878e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86949 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -12848750.000000 Penalty: 3770.057129
	Iteration 43Q: 3 clusters Score -1.284875e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87235 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -12848728.000000 Penalty: 3770.057129
	Iteration 44Q: 3 clusters Score -1.284873e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87515 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -12848687.000000 Penalty: 3770.057129
	Iteration 45Q: 3 clusters Score -1.284869e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87817 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -12848677.000000 Penalty: 3770.057129
	Iteration 46Q: 3 clusters Score -1.284868e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88123 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -12848685.000000 Penalty: 3770.057129
	Iteration 47Q: 3 clusters Score -1.284868e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88397 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -12848666.000000 Penalty: 3770.057129
	Iteration 48Q: 3 clusters Score -1.284867e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88655 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -12848719.000000 Penalty: 3770.057129
	Iteration 49Q: 3 clusters Score -1.284872e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88892 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -12848712.000000 Penalty: 3770.057129
	Iteration 50Q: 3 clusters Score -1.284871e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89119 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -12848680.000000 Penalty: 3770.057129
	Iteration 51Q: 3 clusters Score -1.284868e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89316 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -12848695.000000 Penalty: 3770.057129
	Iteration 52Q: 3 clusters Score -1.28487e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89501 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -12848663.000000 Penalty: 3770.057129
	Iteration 53Q: 3 clusters Score -1.284866e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89671 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -12848639.000000 Penalty: 3770.057129
	Iteration 54Q: 3 clusters Score -1.284864e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89818 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -12848653.000000 Penalty: 3770.057129
	Iteration 55Q: 3 clusters Score -1.284865e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89977 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -12848649.000000 Penalty: 3770.057129
	Iteration 56Q: 3 clusters Score -1.284865e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90125 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -12848667.000000 Penalty: 3770.057129
	Iteration 57Q: 3 clusters Score -1.284867e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90263 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -12848662.000000 Penalty: 3770.057129
	Iteration 58Q: 3 clusters Score -1.284866e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90396 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -12848677.000000 Penalty: 3770.057129
	Iteration 59Q: 3 clusters Score -1.284868e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90541 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -12848666.000000 Penalty: 3770.057129
	Iteration 60F: 3 clusters Score -1.284867e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90689 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -12848634.000000 Penalty: 3770.057129
	Iteration 61Q: 3 clusters Score -1.284863e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90824 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -12848662.000000 Penalty: 3770.057129
	Iteration 62Q: 3 clusters Score -1.284866e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90945 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -12848647.000000 Penalty: 3770.057129
	Iteration 63Q: 3 clusters Score -1.284865e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91056 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -12848637.000000 Penalty: 3770.057129
	Iteration 64Q: 3 clusters Score -1.284864e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91165 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -12848625.000000 Penalty: 3770.057129
	Iteration 65Q: 3 clusters Score -1.284862e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91264 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -12848632.000000 Penalty: 3770.057129
	Iteration 66Q: 3 clusters Score -1.284863e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91363 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -12848609.000000 Penalty: 3770.057129
	Iteration 67Q: 3 clusters Score -1.284861e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91447 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -12848612.000000 Penalty: 3770.057129
	Iteration 68Q: 3 clusters Score -1.284861e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91530 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -12848604.000000 Penalty: 3770.057129
	Iteration 69Q: 3 clusters Score -1.28486e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91601 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -12848588.000000 Penalty: 3770.057129
	Iteration 70Q: 3 clusters Score -1.284859e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91675 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -12848591.000000 Penalty: 3770.057129
	Iteration 71Q: 3 clusters Score -1.284859e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91753 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -12848590.000000 Penalty: 3770.057129
	Iteration 72Q: 3 clusters Score -1.284859e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91818 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -12848606.000000 Penalty: 3770.057129
	Iteration 73Q: 3 clusters Score -1.284861e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91885 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -12848576.000000 Penalty: 3770.057129
	Iteration 74Q: 3 clusters Score -1.284858e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91947 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -12848578.000000 Penalty: 3770.057129
	Iteration 75Q: 3 clusters Score -1.284858e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92012 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -12848586.000000 Penalty: 3770.057129
	Iteration 76Q: 3 clusters Score -1.284859e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92075 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -12848568.000000 Penalty: 3770.057129
	Iteration 77Q: 3 clusters Score -1.284857e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92136 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -12848577.000000 Penalty: 3770.057129
	Iteration 78Q: 3 clusters Score -1.284858e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92203 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -12848560.000000 Penalty: 3770.057129
	Iteration 79Q: 3 clusters Score -1.284856e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92267 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -12848558.000000 Penalty: 3770.057129
	Iteration 80F: 3 clusters Score -1.284856e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92312 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -12848565.000000 Penalty: 3770.057129
	Iteration 81Q: 3 clusters Score -1.284856e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92349 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -12848561.000000 Penalty: 3770.057129
	Iteration 82Q: 3 clusters Score -1.284856e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92380 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -12848566.000000 Penalty: 3770.057129
	Iteration 83Q: 3 clusters Score -1.284857e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92421 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -12848584.000000 Penalty: 3770.057129
	Iteration 84Q: 3 clusters Score -1.284858e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92465 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -12848601.000000 Penalty: 3770.057129
	Iteration 85Q: 3 clusters Score -1.28486e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92517 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -12848609.000000 Penalty: 3770.057129
	Iteration 86Q: 3 clusters Score -1.284861e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92564 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -12848587.000000 Penalty: 3770.057129
	Iteration 87Q: 3 clusters Score -1.284859e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92609 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -12848577.000000 Penalty: 3770.057129
	Iteration 88Q: 3 clusters Score -1.284858e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92651 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -12848578.000000 Penalty: 3770.057129
	Iteration 89Q: 3 clusters Score -1.284858e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92677 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -12848576.000000 Penalty: 3770.057129
	Iteration 90Q: 3 clusters Score -1.284858e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92706 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -12848581.000000 Penalty: 3770.057129
	Iteration 91Q: 3 clusters Score -1.284858e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92730 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -12848583.000000 Penalty: 3770.057129
	Iteration 92Q: 3 clusters Score -1.284858e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92755 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -12848583.000000 Penalty: 3770.057129
	Iteration 93Q: 3 clusters Score -1.284858e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92777 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -12848566.000000 Penalty: 3770.057129
	Iteration 94Q: 3 clusters Score -1.284857e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92797 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -12848573.000000 Penalty: 3770.057129
	Iteration 95Q: 3 clusters Score -1.284857e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92820 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -12848552.000000 Penalty: 3770.057129
	Iteration 96Q: 3 clusters Score -1.284855e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92842 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -12848538.000000 Penalty: 3770.057129
	Iteration 97Q: 3 clusters Score -1.284854e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92867 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -12848542.000000 Penalty: 3770.057129
	Iteration 98Q: 3 clusters Score -1.284854e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92884 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -12848545.000000 Penalty: 3770.057129
	Iteration 99Q: 3 clusters Score -1.284854e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92901 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -12848537.000000 Penalty: 3770.057129
	Iteration 100F: 3 clusters Score -1.284854e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92915 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -12848541.000000 Penalty: 3770.057129
	Iteration 101Q: 3 clusters Score -1.284854e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92931 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -12848544.000000 Penalty: 3770.057129
	Iteration 102Q: 3 clusters Score -1.284854e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92943 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -12848534.000000 Penalty: 3770.057129
	Iteration 103Q: 3 clusters Score -1.284853e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92956 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -12848539.000000 Penalty: 3770.057129
	Iteration 104Q: 3 clusters Score -1.284854e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92969 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -12848533.000000 Penalty: 3770.057129
	Iteration 105Q: 3 clusters Score -1.284853e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92977 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -12848534.000000 Penalty: 3770.057129
	Iteration 106Q: 3 clusters Score -1.284853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92979 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -12848528.000000 Penalty: 3770.057129
	Iteration 107Q: 3 clusters Score -1.284853e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92980 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -12848522.000000 Penalty: 3770.057129
	Iteration 108Q: 3 clusters Score -1.284852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92982 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -12848519.000000 Penalty: 3770.057129
	Iteration 109Q: 3 clusters Score -1.284852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92984 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -12848522.000000 Penalty: 3770.057129
	Iteration 110Q: 3 clusters Score -1.284852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92987 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -12848525.000000 Penalty: 3770.057129
	Iteration 111Q: 3 clusters Score -1.284852e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92987 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -12848525.000000 Penalty: 3770.057129
	Iteration 112F: 3 clusters Score -1.284852e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 200643 members 
Mstep: Class 3 contains 99834 members 
Mstep: Class 4 contains 43254 members 
Mstep: Class 5 contains 72743 members 
Mstep: Class 6 contains 58917 members 
Mstep: Class 7 contains 133558 members 
Mstep: Class 8 contains 30822 members 
Mstep: Class 9 contains 36165 members 
Mstep: Class 10 contains 9726 members 
Mstep: Class 11 contains 398 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 7177 members 
Mstep: Class 14 contains 638 members 
Mstep: Class 15 contains 10229 members 
Mstep: Class 16 contains 78763 members 
Mstep: Class 17 contains 119814 members 
Mstep: Class 18 contains 98264 members 
Mstep: Class 19 contains 2551 members 
Mstep: Class 20 contains 94533 members 
Mstep: Class 21 contains 33563 members 
Mstep: Class 22 contains 106957 members 
Mstep: Class 23 contains 23407 members 
Mstep: Class 24 contains 4468 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 260 members 
Mstep: Class 27 contains 1142 members 
Mstep: Class 28 contains 92987 members 
Mstep: Class 29 contains 4498 members 
Mstep: Class 30 contains 122961 members 
Mstep: Class 31 contains 94275 members 
Mstep: Class 32 contains 2109 members 
Mstep: Class 33 contains 36897 members 
Mstep: Class 34 contains 477 members 
Mstep: Class 35 contains 491 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 30971 members 
Mstep: Class 38 contains 1143 members 
Mstep: Class 39 contains 28710 members 
Mstep: Class 40 contains 929 members 
Mstep: Class 41 contains 544 members 
Mstep: Class 42 contains 1261 members 
Mstep: Class 43 contains 16130 members 
Entering Unmasked Estep 
Score: -194641360.000000 Penalty: 100337.070312
Splitting cluster 28 changes total score from -194613056.000000 to -194641360.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 29 (4498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Entering Unmasked Estep 
Score: -450078.656250 Penalty: 1366.850586
	Iteration 0F: 2 clusters Score -450078.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -446439.812500 Penalty: 2733.701172
	Iteration 0F: 3 clusters Score -446439.8 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -447498.531250 Penalty: 2733.701172
	Iteration 1F: 3 clusters Score -447498.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -447733.531250 Penalty: 2733.701172
	Iteration 2F: 3 clusters Score -447733.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -447917.218750 Penalty: 2733.701172
	Iteration 3F: 3 clusters Score -447917.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -448086.812500 Penalty: 2733.701172
	Iteration 4F: 3 clusters Score -448086.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -448273.125000 Penalty: 2733.701172
	Iteration 5F: 3 clusters Score -448273.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -448461.093750 Penalty: 2733.701172
	Iteration 6F: 3 clusters Score -448461.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -448597.781250 Penalty: 2733.701172
	Iteration 7Q: 3 clusters Score -448597.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -448698.562500 Penalty: 2733.701172
	Iteration 8Q: 3 clusters Score -448698.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -448779.375000 Penalty: 2733.701172
	Iteration 9Q: 3 clusters Score -448779.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -448835.437500 Penalty: 2733.701172
	Iteration 10Q: 3 clusters Score -448835.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -448892.156250 Penalty: 2733.701172
	Iteration 11Q: 3 clusters Score -448892.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -448925.468750 Penalty: 2733.701172
	Iteration 12Q: 3 clusters Score -448925.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -448948.812500 Penalty: 2733.701172
	Iteration 13Q: 3 clusters Score -448948.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -448962.250000 Penalty: 2733.701172
	Iteration 14Q: 3 clusters Score -448962.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -448972.375000 Penalty: 2733.701172
	Iteration 15Q: 3 clusters Score -448972.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -448979.875000 Penalty: 2733.701172
	Iteration 16Q: 3 clusters Score -448979.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -448987.156250 Penalty: 2733.701172
	Iteration 17Q: 3 clusters Score -448987.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -448992.218750 Penalty: 2733.701172
	Iteration 18Q: 3 clusters Score -448992.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -448997.625000 Penalty: 2733.701172
	Iteration 19Q: 3 clusters Score -448997.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -449002.093750 Penalty: 2733.701172
	Iteration 20F: 3 clusters Score -449002.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -449004.156250 Penalty: 2733.701172
	Iteration 21Q: 3 clusters Score -449004.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -449006.218750 Penalty: 2733.701172
	Iteration 22Q: 3 clusters Score -449006.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -449007.812500 Penalty: 2733.701172
	Iteration 23Q: 3 clusters Score -449007.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -449008.937500 Penalty: 2733.701172
	Iteration 24Q: 3 clusters Score -449008.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -449010.062500 Penalty: 2733.701172
	Iteration 25Q: 3 clusters Score -449010.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -449011.843750 Penalty: 2733.701172
	Iteration 26Q: 3 clusters Score -449011.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -449015.437500 Penalty: 2733.701172
	Iteration 27Q: 3 clusters Score -449015.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -449015.750000 Penalty: 2733.701172
	Iteration 28Q: 3 clusters Score -449015.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -449018.125000 Penalty: 2733.701172
	Iteration 29Q: 3 clusters Score -449018.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -449018.875000 Penalty: 2733.701172
	Iteration 30Q: 3 clusters Score -449018.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -449020.375000 Penalty: 2733.701172
	Iteration 31Q: 3 clusters Score -449020.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -449021.250000 Penalty: 2733.701172
	Iteration 32Q: 3 clusters Score -449021.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -449022.812500 Penalty: 2733.701172
	Iteration 33Q: 3 clusters Score -449022.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -449024.250000 Penalty: 2733.701172
	Iteration 34Q: 3 clusters Score -449024.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -449028.156250 Penalty: 2733.701172
	Iteration 35Q: 3 clusters Score -449028.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -449030.093750 Penalty: 2733.701172
	Iteration 36Q: 3 clusters Score -449030.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -449032.906250 Penalty: 2733.701172
	Iteration 37Q: 3 clusters Score -449032.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -449034.593750 Penalty: 2733.701172
	Iteration 38Q: 3 clusters Score -449034.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -449036.937500 Penalty: 2733.701172
	Iteration 39Q: 3 clusters Score -449036.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -449040.625000 Penalty: 2733.701172
	Iteration 40F: 3 clusters Score -449040.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -449043.562500 Penalty: 2733.701172
	Iteration 41Q: 3 clusters Score -449043.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -449046.156250 Penalty: 2733.701172
	Iteration 42Q: 3 clusters Score -449046.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -449049.281250 Penalty: 2733.701172
	Iteration 43Q: 3 clusters Score -449049.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -449051.625000 Penalty: 2733.701172
	Iteration 44Q: 3 clusters Score -449051.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -449055.031250 Penalty: 2733.701172
	Iteration 45Q: 3 clusters Score -449055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -449060.625000 Penalty: 2733.701172
	Iteration 46Q: 3 clusters Score -449060.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -449064.218750 Penalty: 2733.701172
	Iteration 47Q: 3 clusters Score -449064.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -449069.468750 Penalty: 2733.701172
	Iteration 48Q: 3 clusters Score -449069.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -449072.875000 Penalty: 2733.701172
	Iteration 49Q: 3 clusters Score -449072.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -449075.062500 Penalty: 2733.701172
	Iteration 50Q: 3 clusters Score -449075.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -449076.625000 Penalty: 2733.701172
	Iteration 51Q: 3 clusters Score -449076.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -449079.187500 Penalty: 2733.701172
	Iteration 52Q: 3 clusters Score -449079.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -449081.531250 Penalty: 2733.701172
	Iteration 53Q: 3 clusters Score -449081.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -449083.062500 Penalty: 2733.701172
	Iteration 54Q: 3 clusters Score -449083.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -449083.937500 Penalty: 2733.701172
	Iteration 55Q: 3 clusters Score -449083.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -449085.406250 Penalty: 2733.701172
	Iteration 56Q: 3 clusters Score -449085.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -449086.562500 Penalty: 2733.701172
	Iteration 57Q: 3 clusters Score -449086.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -449086.625000 Penalty: 2733.701172
	Iteration 58Q: 3 clusters Score -449086.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -449086.625000 Penalty: 2733.701172
	Iteration 59F: 3 clusters Score -449086.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (122961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122961 members 
Entering Unmasked Estep 
Score: -14605815.000000 Penalty: 1904.438721
	Iteration 0F: 2 clusters Score -1.460582e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61478 members 
Mstep: Class 2 contains 61483 members 
Entering Unmasked Estep 
Score: -14531784.000000 Penalty: 3808.877441
	Iteration 0F: 3 clusters Score -1.453178e+07 nChanged 59104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61710 members 
Mstep: Class 2 contains 61251 members 
Entering Unmasked Estep 
Score: -14566298.000000 Penalty: 3808.877441
	Iteration 1F: 3 clusters Score -1.45663e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61664 members 
Mstep: Class 2 contains 61297 members 
Entering Unmasked Estep 
Score: -14566959.000000 Penalty: 3808.877441
	Iteration 2Q: 3 clusters Score -1.456696e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61566 members 
Mstep: Class 2 contains 61395 members 
Entering Unmasked Estep 
Score: -14567715.000000 Penalty: 3808.877441
	Iteration 3Q: 3 clusters Score -1.456772e+07 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61369 members 
Mstep: Class 2 contains 61592 members 
Entering Unmasked Estep 
Score: -14568717.000000 Penalty: 3808.877441
	Iteration 4Q: 3 clusters Score -1.456872e+07 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61053 members 
Mstep: Class 2 contains 61908 members 
Entering Unmasked Estep 
Score: -14570010.000000 Penalty: 3808.877441
	Iteration 5Q: 3 clusters Score -1.457001e+07 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60372 members 
Mstep: Class 2 contains 62589 members 
Entering Unmasked Estep 
Score: -14571857.000000 Penalty: 3808.877441
	Iteration 6Q: 3 clusters Score -1.457186e+07 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59280 members 
Mstep: Class 2 contains 63681 members 
Entering Unmasked Estep 
Score: -14574742.000000 Penalty: 3808.877441
	Iteration 7Q: 3 clusters Score -1.457474e+07 nChanged 6887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57393 members 
Mstep: Class 2 contains 65568 members 
Entering Unmasked Estep 
Score: -14579855.000000 Penalty: 3808.877441
	Iteration 8F: 3 clusters Score -1.457986e+07 nChanged 8065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55062 members 
Mstep: Class 2 contains 67899 members 
Entering Unmasked Estep 
Score: -14586679.000000 Penalty: 3808.877441
	Iteration 9F: 3 clusters Score -1.458668e+07 nChanged 7801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52733 members 
Mstep: Class 2 contains 70228 members 
Entering Unmasked Estep 
Score: -14592181.000000 Penalty: 3808.877441
	Iteration 10F: 3 clusters Score -1.459218e+07 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50538 members 
Mstep: Class 2 contains 72423 members 
Entering Unmasked Estep 
Score: -14594983.000000 Penalty: 3808.877441
	Iteration 11Q: 3 clusters Score -1.459498e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48305 members 
Mstep: Class 2 contains 74656 members 
Entering Unmasked Estep 
Score: -14596640.000000 Penalty: 3808.877441
	Iteration 12Q: 3 clusters Score -1.459664e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45920 members 
Mstep: Class 2 contains 77041 members 
Entering Unmasked Estep 
Score: -14598189.000000 Penalty: 3808.877441
	Iteration 13Q: 3 clusters Score -1.459819e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43413 members 
Mstep: Class 2 contains 79548 members 
Entering Unmasked Estep 
Score: -14599804.000000 Penalty: 3808.877441
	Iteration 14Q: 3 clusters Score -1.45998e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41118 members 
Mstep: Class 2 contains 81843 members 
Entering Unmasked Estep 
Score: -14601190.000000 Penalty: 3808.877441
	Iteration 15Q: 3 clusters Score -1.460119e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38885 members 
Mstep: Class 2 contains 84076 members 
Entering Unmasked Estep 
Score: -14602611.000000 Penalty: 3808.877441
	Iteration 16Q: 3 clusters Score -1.460261e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36877 members 
Mstep: Class 2 contains 86084 members 
Entering Unmasked Estep 
Score: -14603775.000000 Penalty: 3808.877441
	Iteration 17Q: 3 clusters Score -1.460378e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35084 members 
Mstep: Class 2 contains 87877 members 
Entering Unmasked Estep 
Score: -14604578.000000 Penalty: 3808.877441
	Iteration 18Q: 3 clusters Score -1.460458e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Mstep: Class 2 contains 89486 members 
Entering Unmasked Estep 
Score: -14605201.000000 Penalty: 3808.877441
	Iteration 19Q: 3 clusters Score -1.46052e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32006 members 
Mstep: Class 2 contains 90955 members 
Entering Unmasked Estep 
Score: -14605663.000000 Penalty: 3808.877441
	Iteration 20F: 3 clusters Score -1.460566e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 92302 members 
Entering Unmasked Estep 
Score: -14605872.000000 Penalty: 3808.877441
	Iteration 21Q: 3 clusters Score -1.460587e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 93487 members 
Entering Unmasked Estep 
Score: -14606148.000000 Penalty: 3808.877441
	Iteration 22Q: 3 clusters Score -1.460615e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 94585 members 
Entering Unmasked Estep 
Score: -14606388.000000 Penalty: 3808.877441
	Iteration 23Q: 3 clusters Score -1.460639e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 95594 members 
Entering Unmasked Estep 
Score: -14606494.000000 Penalty: 3808.877441
	Iteration 24Q: 3 clusters Score -1.460649e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 96574 members 
Entering Unmasked Estep 
Score: -14606605.000000 Penalty: 3808.877441
	Iteration 25Q: 3 clusters Score -1.46066e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 97415 members 
Entering Unmasked Estep 
Score: -14606641.000000 Penalty: 3808.877441
	Iteration 26Q: 3 clusters Score -1.460664e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 98262 members 
Entering Unmasked Estep 
Score: -14606696.000000 Penalty: 3808.877441
	Iteration 27Q: 3 clusters Score -1.46067e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 99016 members 
Entering Unmasked Estep 
Score: -14606713.000000 Penalty: 3808.877441
	Iteration 28Q: 3 clusters Score -1.460671e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 99699 members 
Entering Unmasked Estep 
Score: -14606704.000000 Penalty: 3808.877441
	Iteration 29Q: 3 clusters Score -1.46067e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 100306 members 
Entering Unmasked Estep 
Score: -14606659.000000 Penalty: 3808.877441
	Iteration 30Q: 3 clusters Score -1.460666e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 100830 members 
Entering Unmasked Estep 
Score: -14606648.000000 Penalty: 3808.877441
	Iteration 31Q: 3 clusters Score -1.460665e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 101304 members 
Entering Unmasked Estep 
Score: -14606620.000000 Penalty: 3808.877441
	Iteration 32Q: 3 clusters Score -1.460662e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 101745 members 
Entering Unmasked Estep 
Score: -14606623.000000 Penalty: 3808.877441
	Iteration 33Q: 3 clusters Score -1.460662e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 102195 members 
Entering Unmasked Estep 
Score: -14606593.000000 Penalty: 3808.877441
	Iteration 34Q: 3 clusters Score -1.460659e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 102596 members 
Entering Unmasked Estep 
Score: -14606581.000000 Penalty: 3808.877441
	Iteration 35Q: 3 clusters Score -1.460658e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 102967 members 
Entering Unmasked Estep 
Score: -14606555.000000 Penalty: 3808.877441
	Iteration 36Q: 3 clusters Score -1.460656e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 103304 members 
Entering Unmasked Estep 
Score: -14606542.000000 Penalty: 3808.877441
	Iteration 37Q: 3 clusters Score -1.460654e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 103635 members 
Entering Unmasked Estep 
Score: -14606487.000000 Penalty: 3808.877441
	Iteration 38Q: 3 clusters Score -1.460649e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 103917 members 
Entering Unmasked Estep 
Score: -14606457.000000 Penalty: 3808.877441
	Iteration 39Q: 3 clusters Score -1.460646e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 104194 members 
Entering Unmasked Estep 
Score: -14606459.000000 Penalty: 3808.877441
	Iteration 40F: 3 clusters Score -1.460646e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 104486 members 
Entering Unmasked Estep 
Score: -14606425.000000 Penalty: 3808.877441
	Iteration 41Q: 3 clusters Score -1.460642e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 104746 members 
Entering Unmasked Estep 
Score: -14606408.000000 Penalty: 3808.877441
	Iteration 42Q: 3 clusters Score -1.460641e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 104993 members 
Entering Unmasked Estep 
Score: -14606452.000000 Penalty: 3808.877441
	Iteration 43Q: 3 clusters Score -1.460645e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 105221 members 
Entering Unmasked Estep 
Score: -14606457.000000 Penalty: 3808.877441
	Iteration 44Q: 3 clusters Score -1.460646e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 105464 members 
Entering Unmasked Estep 
Score: -14606437.000000 Penalty: 3808.877441
	Iteration 45Q: 3 clusters Score -1.460644e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 105682 members 
Entering Unmasked Estep 
Score: -14606386.000000 Penalty: 3808.877441
	Iteration 46Q: 3 clusters Score -1.460639e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 105872 members 
Entering Unmasked Estep 
Score: -14606346.000000 Penalty: 3808.877441
	Iteration 47Q: 3 clusters Score -1.460635e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 106056 members 
Entering Unmasked Estep 
Score: -14606316.000000 Penalty: 3808.877441
	Iteration 48Q: 3 clusters Score -1.460632e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 106208 members 
Entering Unmasked Estep 
Score: -14606326.000000 Penalty: 3808.877441
	Iteration 49Q: 3 clusters Score -1.460633e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 106318 members 
Entering Unmasked Estep 
Score: -14606315.000000 Penalty: 3808.877441
	Iteration 50Q: 3 clusters Score -1.460632e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 106431 members 
Entering Unmasked Estep 
Score: -14606289.000000 Penalty: 3808.877441
	Iteration 51Q: 3 clusters Score -1.460629e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 106544 members 
Entering Unmasked Estep 
Score: -14606275.000000 Penalty: 3808.877441
	Iteration 52Q: 3 clusters Score -1.460628e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 106647 members 
Entering Unmasked Estep 
Score: -14606277.000000 Penalty: 3808.877441
	Iteration 53Q: 3 clusters Score -1.460628e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 106764 members 
Entering Unmasked Estep 
Score: -14606277.000000 Penalty: 3808.877441
	Iteration 54Q: 3 clusters Score -1.460628e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 106862 members 
Entering Unmasked Estep 
Score: -14606256.000000 Penalty: 3808.877441
	Iteration 55Q: 3 clusters Score -1.460626e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 106968 members 
Entering Unmasked Estep 
Score: -14606250.000000 Penalty: 3808.877441
	Iteration 56Q: 3 clusters Score -1.460625e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 107064 members 
Entering Unmasked Estep 
Score: -14606244.000000 Penalty: 3808.877441
	Iteration 57Q: 3 clusters Score -1.460624e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 107174 members 
Entering Unmasked Estep 
Score: -14606213.000000 Penalty: 3808.877441
	Iteration 58Q: 3 clusters Score -1.460621e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 107298 members 
Entering Unmasked Estep 
Score: -14606223.000000 Penalty: 3808.877441
	Iteration 59Q: 3 clusters Score -1.460622e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 107417 members 
Entering Unmasked Estep 
Score: -14606204.000000 Penalty: 3808.877441
	Iteration 60F: 3 clusters Score -1.46062e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 107533 members 
Entering Unmasked Estep 
Score: -14606189.000000 Penalty: 3808.877441
	Iteration 61Q: 3 clusters Score -1.460619e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 107637 members 
Entering Unmasked Estep 
Score: -14606164.000000 Penalty: 3808.877441
	Iteration 62Q: 3 clusters Score -1.460616e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 107738 members 
Entering Unmasked Estep 
Score: -14606148.000000 Penalty: 3808.877441
	Iteration 63Q: 3 clusters Score -1.460615e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 107852 members 
Entering Unmasked Estep 
Score: -14606150.000000 Penalty: 3808.877441
	Iteration 64Q: 3 clusters Score -1.460615e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 107963 members 
Entering Unmasked Estep 
Score: -14606188.000000 Penalty: 3808.877441
	Iteration 65Q: 3 clusters Score -1.460619e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 108064 members 
Entering Unmasked Estep 
Score: -14606206.000000 Penalty: 3808.877441
	Iteration 66Q: 3 clusters Score -1.460621e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 108167 members 
Entering Unmasked Estep 
Score: -14606242.000000 Penalty: 3808.877441
	Iteration 67Q: 3 clusters Score -1.460624e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 108260 members 
Entering Unmasked Estep 
Score: -14606234.000000 Penalty: 3808.877441
	Iteration 68Q: 3 clusters Score -1.460623e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 108348 members 
Entering Unmasked Estep 
Score: -14606270.000000 Penalty: 3808.877441
	Iteration 69Q: 3 clusters Score -1.460627e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 108457 members 
Entering Unmasked Estep 
Score: -14606268.000000 Penalty: 3808.877441
	Iteration 70Q: 3 clusters Score -1.460627e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 108568 members 
Entering Unmasked Estep 
Score: -14606237.000000 Penalty: 3808.877441
	Iteration 71Q: 3 clusters Score -1.460624e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 108693 members 
Entering Unmasked Estep 
Score: -14606234.000000 Penalty: 3808.877441
	Iteration 72Q: 3 clusters Score -1.460623e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 108818 members 
Entering Unmasked Estep 
Score: -14606225.000000 Penalty: 3808.877441
	Iteration 73Q: 3 clusters Score -1.460622e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 108935 members 
Entering Unmasked Estep 
Score: -14606247.000000 Penalty: 3808.877441
	Iteration 74Q: 3 clusters Score -1.460625e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 109071 members 
Entering Unmasked Estep 
Score: -14606229.000000 Penalty: 3808.877441
	Iteration 75Q: 3 clusters Score -1.460623e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 109189 members 
Entering Unmasked Estep 
Score: -14606233.000000 Penalty: 3808.877441
	Iteration 76Q: 3 clusters Score -1.460623e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 109299 members 
Entering Unmasked Estep 
Score: -14606206.000000 Penalty: 3808.877441
	Iteration 77Q: 3 clusters Score -1.460621e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 109404 members 
Entering Unmasked Estep 
Score: -14606224.000000 Penalty: 3808.877441
	Iteration 78Q: 3 clusters Score -1.460622e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 109509 members 
Entering Unmasked Estep 
Score: -14606232.000000 Penalty: 3808.877441
	Iteration 79Q: 3 clusters Score -1.460623e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 109600 members 
Entering Unmasked Estep 
Score: -14606205.000000 Penalty: 3808.877441
	Iteration 80F: 3 clusters Score -1.46062e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 109695 members 
Entering Unmasked Estep 
Score: -14606244.000000 Penalty: 3808.877441
	Iteration 81Q: 3 clusters Score -1.460624e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 109786 members 
Entering Unmasked Estep 
Score: -14606269.000000 Penalty: 3808.877441
	Iteration 82Q: 3 clusters Score -1.460627e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 109882 members 
Entering Unmasked Estep 
Score: -14606268.000000 Penalty: 3808.877441
	Iteration 83Q: 3 clusters Score -1.460627e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 109990 members 
Entering Unmasked Estep 
Score: -14606279.000000 Penalty: 3808.877441
	Iteration 84Q: 3 clusters Score -1.460628e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 110085 members 
Entering Unmasked Estep 
Score: -14606297.000000 Penalty: 3808.877441
	Iteration 85Q: 3 clusters Score -1.46063e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 110182 members 
Entering Unmasked Estep 
Score: -14606284.000000 Penalty: 3808.877441
	Iteration 86Q: 3 clusters Score -1.460628e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 110285 members 
Entering Unmasked Estep 
Score: -14606337.000000 Penalty: 3808.877441
	Iteration 87Q: 3 clusters Score -1.460634e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 110422 members 
Entering Unmasked Estep 
Score: -14606354.000000 Penalty: 3808.877441
	Iteration 88Q: 3 clusters Score -1.460635e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 110537 members 
Entering Unmasked Estep 
Score: -14606374.000000 Penalty: 3808.877441
	Iteration 89Q: 3 clusters Score -1.460637e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 110660 members 
Entering Unmasked Estep 
Score: -14606394.000000 Penalty: 3808.877441
	Iteration 90Q: 3 clusters Score -1.460639e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 110783 members 
Entering Unmasked Estep 
Score: -14606428.000000 Penalty: 3808.877441
	Iteration 91Q: 3 clusters Score -1.460643e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 110918 members 
Entering Unmasked Estep 
Score: -14606443.000000 Penalty: 3808.877441
	Iteration 92Q: 3 clusters Score -1.460644e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 111061 members 
Entering Unmasked Estep 
Score: -14606455.000000 Penalty: 3808.877441
	Iteration 93Q: 3 clusters Score -1.460646e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 111201 members 
Entering Unmasked Estep 
Score: -14606449.000000 Penalty: 3808.877441
	Iteration 94Q: 3 clusters Score -1.460645e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 111325 members 
Entering Unmasked Estep 
Score: -14606450.000000 Penalty: 3808.877441
	Iteration 95Q: 3 clusters Score -1.460645e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 111456 members 
Entering Unmasked Estep 
Score: -14606463.000000 Penalty: 3808.877441
	Iteration 96Q: 3 clusters Score -1.460646e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 111582 members 
Entering Unmasked Estep 
Score: -14606466.000000 Penalty: 3808.877441
	Iteration 97Q: 3 clusters Score -1.460647e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 111727 members 
Entering Unmasked Estep 
Score: -14606459.000000 Penalty: 3808.877441
	Iteration 98Q: 3 clusters Score -1.460646e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 111860 members 
Entering Unmasked Estep 
Score: -14606477.000000 Penalty: 3808.877441
	Iteration 99Q: 3 clusters Score -1.460648e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 112005 members 
Entering Unmasked Estep 
Score: -14606439.000000 Penalty: 3808.877441
	Iteration 100F: 3 clusters Score -1.460644e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 112163 members 
Entering Unmasked Estep 
Score: -14606482.000000 Penalty: 3808.877441
	Iteration 101Q: 3 clusters Score -1.460648e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 112289 members 
Entering Unmasked Estep 
Score: -14606444.000000 Penalty: 3808.877441
	Iteration 102Q: 3 clusters Score -1.460644e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 112420 members 
Entering Unmasked Estep 
Score: -14606477.000000 Penalty: 3808.877441
	Iteration 103Q: 3 clusters Score -1.460648e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 112563 members 
Entering Unmasked Estep 
Score: -14606453.000000 Penalty: 3808.877441
	Iteration 104Q: 3 clusters Score -1.460645e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 112690 members 
Entering Unmasked Estep 
Score: -14606445.000000 Penalty: 3808.877441
	Iteration 105Q: 3 clusters Score -1.460644e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 112819 members 
Entering Unmasked Estep 
Score: -14606435.000000 Penalty: 3808.877441
	Iteration 106Q: 3 clusters Score -1.460644e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 112944 members 
Entering Unmasked Estep 
Score: -14606432.000000 Penalty: 3808.877441
	Iteration 107Q: 3 clusters Score -1.460643e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 113061 members 
Entering Unmasked Estep 
Score: -14606421.000000 Penalty: 3808.877441
	Iteration 108Q: 3 clusters Score -1.460642e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 113180 members 
Entering Unmasked Estep 
Score: -14606431.000000 Penalty: 3808.877441
	Iteration 109Q: 3 clusters Score -1.460643e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 113302 members 
Entering Unmasked Estep 
Score: -14606387.000000 Penalty: 3808.877441
	Iteration 110Q: 3 clusters Score -1.460639e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 113416 members 
Entering Unmasked Estep 
Score: -14606373.000000 Penalty: 3808.877441
	Iteration 111Q: 3 clusters Score -1.460637e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 113528 members 
Entering Unmasked Estep 
Score: -14606350.000000 Penalty: 3808.877441
	Iteration 112Q: 3 clusters Score -1.460635e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 113638 members 
Entering Unmasked Estep 
Score: -14606359.000000 Penalty: 3808.877441
	Iteration 113Q: 3 clusters Score -1.460636e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 113749 members 
Entering Unmasked Estep 
Score: -14606351.000000 Penalty: 3808.877441
	Iteration 114Q: 3 clusters Score -1.460635e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 113863 members 
Entering Unmasked Estep 
Score: -14606355.000000 Penalty: 3808.877441
	Iteration 115Q: 3 clusters Score -1.460636e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 113985 members 
Entering Unmasked Estep 
Score: -14606317.000000 Penalty: 3808.877441
	Iteration 116Q: 3 clusters Score -1.460632e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 114103 members 
Entering Unmasked Estep 
Score: -14606303.000000 Penalty: 3808.877441
	Iteration 117Q: 3 clusters Score -1.46063e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 114224 members 
Entering Unmasked Estep 
Score: -14606255.000000 Penalty: 3808.877441
	Iteration 118Q: 3 clusters Score -1.460626e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 114326 members 
Entering Unmasked Estep 
Score: -14606247.000000 Penalty: 3808.877441
	Iteration 119Q: 3 clusters Score -1.460625e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 114431 members 
Entering Unmasked Estep 
Score: -14606253.000000 Penalty: 3808.877441
	Iteration 120F: 3 clusters Score -1.460625e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 114528 members 
Entering Unmasked Estep 
Score: -14606248.000000 Penalty: 3808.877441
	Iteration 121Q: 3 clusters Score -1.460625e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 114642 members 
Entering Unmasked Estep 
Score: -14606247.000000 Penalty: 3808.877441
	Iteration 122Q: 3 clusters Score -1.460625e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 114766 members 
Entering Unmasked Estep 
Score: -14606215.000000 Penalty: 3808.877441
	Iteration 123Q: 3 clusters Score -1.460622e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 114879 members 
Entering Unmasked Estep 
Score: -14606244.000000 Penalty: 3808.877441
	Iteration 124Q: 3 clusters Score -1.460624e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 114991 members 
Entering Unmasked Estep 
Score: -14606231.000000 Penalty: 3808.877441
	Iteration 125Q: 3 clusters Score -1.460623e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 115107 members 
Entering Unmasked Estep 
Score: -14606239.000000 Penalty: 3808.877441
	Iteration 126Q: 3 clusters Score -1.460624e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 115229 members 
Entering Unmasked Estep 
Score: -14606217.000000 Penalty: 3808.877441
	Iteration 127Q: 3 clusters Score -1.460622e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 115367 members 
Entering Unmasked Estep 
Score: -14606195.000000 Penalty: 3808.877441
	Iteration 128Q: 3 clusters Score -1.46062e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 115472 members 
Entering Unmasked Estep 
Score: -14606173.000000 Penalty: 3808.877441
	Iteration 129Q: 3 clusters Score -1.460617e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 115570 members 
Entering Unmasked Estep 
Score: -14606179.000000 Penalty: 3808.877441
	Iteration 130Q: 3 clusters Score -1.460618e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 115661 members 
Entering Unmasked Estep 
Score: -14606148.000000 Penalty: 3808.877441
	Iteration 131Q: 3 clusters Score -1.460615e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 115748 members 
Entering Unmasked Estep 
Score: -14606158.000000 Penalty: 3808.877441
	Iteration 132Q: 3 clusters Score -1.460616e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 115823 members 
Entering Unmasked Estep 
Score: -14606120.000000 Penalty: 3808.877441
	Iteration 133Q: 3 clusters Score -1.460612e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 115904 members 
Entering Unmasked Estep 
Score: -14606140.000000 Penalty: 3808.877441
	Iteration 134Q: 3 clusters Score -1.460614e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 115981 members 
Entering Unmasked Estep 
Score: -14606129.000000 Penalty: 3808.877441
	Iteration 135Q: 3 clusters Score -1.460613e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 116045 members 
Entering Unmasked Estep 
Score: -14606120.000000 Penalty: 3808.877441
	Iteration 136Q: 3 clusters Score -1.460612e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 116103 members 
Entering Unmasked Estep 
Score: -14606100.000000 Penalty: 3808.877441
	Iteration 137Q: 3 clusters Score -1.46061e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 116160 members 
Entering Unmasked Estep 
Score: -14606067.000000 Penalty: 3808.877441
	Iteration 138Q: 3 clusters Score -1.460607e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 116200 members 
Entering Unmasked Estep 
Score: -14606039.000000 Penalty: 3808.877441
	Iteration 139Q: 3 clusters Score -1.460604e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 116243 members 
Entering Unmasked Estep 
Score: -14606059.000000 Penalty: 3808.877441
	Iteration 140F: 3 clusters Score -1.460606e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 116275 members 
Entering Unmasked Estep 
Score: -14606053.000000 Penalty: 3808.877441
	Iteration 141Q: 3 clusters Score -1.460605e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 116308 members 
Entering Unmasked Estep 
Score: -14606071.000000 Penalty: 3808.877441
	Iteration 142Q: 3 clusters Score -1.460607e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 116337 members 
Entering Unmasked Estep 
Score: -14606065.000000 Penalty: 3808.877441
	Iteration 143Q: 3 clusters Score -1.460606e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 116364 members 
Entering Unmasked Estep 
Score: -14606063.000000 Penalty: 3808.877441
	Iteration 144Q: 3 clusters Score -1.460606e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 116383 members 
Entering Unmasked Estep 
Score: -14606059.000000 Penalty: 3808.877441
	Iteration 145Q: 3 clusters Score -1.460606e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 116407 members 
Entering Unmasked Estep 
Score: -14606051.000000 Penalty: 3808.877441
	Iteration 146Q: 3 clusters Score -1.460605e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 116423 members 
Entering Unmasked Estep 
Score: -14606065.000000 Penalty: 3808.877441
	Iteration 147Q: 3 clusters Score -1.460606e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 116439 members 
Entering Unmasked Estep 
Score: -14606060.000000 Penalty: 3808.877441
	Iteration 148Q: 3 clusters Score -1.460606e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 116449 members 
Entering Unmasked Estep 
Score: -14606063.000000 Penalty: 3808.877441
	Iteration 149Q: 3 clusters Score -1.460606e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 116457 members 
Entering Unmasked Estep 
Score: -14606048.000000 Penalty: 3808.877441
	Iteration 150Q: 3 clusters Score -1.460605e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 116471 members 
Entering Unmasked Estep 
Score: -14606048.000000 Penalty: 3808.877441
	Iteration 151Q: 3 clusters Score -1.460605e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 116482 members 
Entering Unmasked Estep 
Score: -14606056.000000 Penalty: 3808.877441
	Iteration 152Q: 3 clusters Score -1.460606e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 116493 members 
Entering Unmasked Estep 
Score: -14606053.000000 Penalty: 3808.877441
	Iteration 153Q: 3 clusters Score -1.460605e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 116499 members 
Entering Unmasked Estep 
Score: -14606060.000000 Penalty: 3808.877441
	Iteration 154Q: 3 clusters Score -1.460606e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 116506 members 
Entering Unmasked Estep 
Score: -14606064.000000 Penalty: 3808.877441
	Iteration 155Q: 3 clusters Score -1.460606e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 116514 members 
Entering Unmasked Estep 
Score: -14606054.000000 Penalty: 3808.877441
	Iteration 156Q: 3 clusters Score -1.460605e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 116522 members 
Entering Unmasked Estep 
Score: -14606055.000000 Penalty: 3808.877441
	Iteration 157Q: 3 clusters Score -1.460606e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 116530 members 
Entering Unmasked Estep 
Score: -14606056.000000 Penalty: 3808.877441
	Iteration 158Q: 3 clusters Score -1.460606e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 116539 members 
Entering Unmasked Estep 
Score: -14606060.000000 Penalty: 3808.877441
	Iteration 159Q: 3 clusters Score -1.460606e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 116546 members 
Entering Unmasked Estep 
Score: -14606059.000000 Penalty: 3808.877441
	Iteration 160F: 3 clusters Score -1.460606e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 116550 members 
Entering Unmasked Estep 
Score: -14606054.000000 Penalty: 3808.877441
	Iteration 161Q: 3 clusters Score -1.460605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 116551 members 
Entering Unmasked Estep 
Score: -14606059.000000 Penalty: 3808.877441
	Iteration 162Q: 3 clusters Score -1.460606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 116553 members 
Entering Unmasked Estep 
Score: -14606059.000000 Penalty: 3808.877441
	Iteration 163Q: 3 clusters Score -1.460606e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 116553 members 
Entering Unmasked Estep 
Score: -14606059.000000 Penalty: 3808.877441
	Iteration 164F: 3 clusters Score -1.460606e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 200643 members 
Mstep: Class 3 contains 99834 members 
Mstep: Class 4 contains 43254 members 
Mstep: Class 5 contains 72743 members 
Mstep: Class 6 contains 58917 members 
Mstep: Class 7 contains 133558 members 
Mstep: Class 8 contains 30822 members 
Mstep: Class 9 contains 36165 members 
Mstep: Class 10 contains 9726 members 
Mstep: Class 11 contains 398 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 7177 members 
Mstep: Class 14 contains 638 members 
Mstep: Class 15 contains 10229 members 
Mstep: Class 16 contains 78763 members 
Mstep: Class 17 contains 119814 members 
Mstep: Class 18 contains 98264 members 
Mstep: Class 19 contains 2551 members 
Mstep: Class 20 contains 94533 members 
Mstep: Class 21 contains 33563 members 
Mstep: Class 22 contains 106957 members 
Mstep: Class 23 contains 23407 members 
Mstep: Class 24 contains 4468 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 260 members 
Mstep: Class 27 contains 1142 members 
Mstep: Class 28 contains 92987 members 
Mstep: Class 29 contains 4498 members 
Mstep: Class 30 contains 6408 members 
Mstep: Class 31 contains 94275 members 
Mstep: Class 32 contains 2109 members 
Mstep: Class 33 contains 36897 members 
Mstep: Class 34 contains 477 members 
Mstep: Class 35 contains 491 members 
Mstep: Class 36 contains 1195 members 
Mstep: Class 37 contains 30971 members 
Mstep: Class 38 contains 1143 members 
Mstep: Class 39 contains 28710 members 
Mstep: Class 40 contains 929 members 
Mstep: Class 41 contains 544 members 
Mstep: Class 42 contains 1261 members 
Mstep: Class 43 contains 16130 members 
Mstep: Class 44 contains 116553 members 
Entering Unmasked Estep 
Score: -194640864.000000 Penalty: 102670.492188
Splitting cluster 30 changes total score from -194613056.000000 to -194640864.000000
So it's getting split into cluster 44.
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 200643 members 
Mstep: Class 3 contains 99834 members 
Mstep: Class 4 contains 43254 members 
Mstep: Class 5 contains 72743 members 
Mstep: Class 6 contains 58917 members 
Mstep: Class 7 contains 133558 members 
Mstep: Class 8 contains 30822 members 
Mstep: Class 9 contains 36165 members 
Mstep: Class 10 contains 9726 members 
Mstep: Class 11 contains 398 members 
Mstep: Class 12 contains 433 members 
Mstep: Class 13 contains 7177 members 
Mstep: Class 14 contains 638 members 
Mstep: Class 15 contains 10229 members 
Mstep: Class 16 contains 78763 members 
Mstep: Class 17 contains 119814 members 
Mstep: Class 18 contains 98264 members 
Mstep: Class 19 contains 2551 members 
Mstep: Class 20 contains 94533 members 
Mstep: Class 21 contains 33563 members 
Mstep: Class 22 contains 106957 members 
Mstep: Class 23 contains 23407 members 
Mstep: Class 24 contains 4468 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 260 members 
Mstep: Class 27 contains 1142 members 
Mstep: Class 28 contains 92987 members 
Mstep: Class 29 contains 4498 members 
Mstep: Class 30 contains 6408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194650656.000000 Penalty: 102670.492188
Iteration 79Q: 45 clusters Score -1.946507e+08 nChanged 34355
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 200323 members 
Mstep: Class 3 contains 99169 members 
Mstep: Class 4 contains 42921 members 
Mstep: Class 5 contains 76028 members 
Mstep: Class 6 contains 58522 members 
Mstep: Class 7 contains 134648 members 
Mstep: Class 8 contains 30759 members 
Mstep: Class 9 contains 36279 members 
Mstep: Class 10 contains 9821 members 
Mstep: Class 11 contains 431 members 
Mstep: Class 12 contains 462 members 
Mstep: Class 13 contains 7172 members 
Mstep: Class 14 contains 661 members 
Mstep: Class 15 contains 10353 members 
Mstep: Class 16 contains 78734 members 
Mstep: Class 17 contains 119849 members 
Mstep: Class 18 contains 99770 members 
Mstep: Class 19 contains 2995 members 
Mstep: Class 20 contains 94688 members 
Mstep: Class 21 contains 33584 members 
Mstep: Class 22 contains 105279 members 
Mstep: Class 23 contains 23308 members 
Mstep: Class 24 contains 4500 members 
Mstep: Class 25 contains 814 members 
Mstep: Class 26 contains 218 members 
Mstep: Class 27 contains 1146 members 
Mstep: Class 28 contains 95099 members 
Mstep: Class 29 contains 4540 members 
Mstep: Class 30 contains 7164 members 
Mstep: Class 31 contains 92261 members 
Mstep: Class 32 contains 2098 members 
Mstep: Class 33 contains 35687 members 
Mstep: Class 34 contains 482 members 
Mstep: Class 35 contains 491 members 
Mstep: Class 36 contains 1239 members 
Mstep: Class 37 contains 30884 members 
Mstep: Class 38 contains 1130 members 
Mstep: Class 39 contains 27639 members 
Mstep: Class 40 contains 905 members 
Mstep: Class 41 contains 446 members 
Mstep: Class 42 contains 1256 members 
Mstep: Class 43 contains 15892 members 
Mstep: Class 44 contains 114378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194660720.000000 Penalty: 102670.492188
Iteration 80F: 45 clusters Score -1.946607e+08 nChanged 26497
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 200115 members 
Mstep: Class 3 contains 97349 members 
Mstep: Class 4 contains 41397 members 
Mstep: Class 5 contains 77896 members 
Mstep: Class 6 contains 57127 members 
Mstep: Class 7 contains 132472 members 
Mstep: Class 8 contains 30715 members 
Mstep: Class 9 contains 36303 members 
Mstep: Class 10 contains 9759 members 
Mstep: Class 11 contains 440 members 
Mstep: Class 12 contains 449 members 
Mstep: Class 13 contains 7180 members 
Mstep: Class 14 contains 716 members 
Mstep: Class 15 contains 10763 members 
Mstep: Class 16 contains 78521 members 
Mstep: Class 17 contains 119175 members 
Mstep: Class 18 contains 100599 members 
Mstep: Class 19 contains 3184 members 
Mstep: Class 20 contains 92805 members 
Mstep: Class 21 contains 33620 members 
Mstep: Class 22 contains 102662 members 
Mstep: Class 23 contains 23255 members 
Mstep: Class 24 contains 4541 members 
Mstep: Class 25 contains 832 members 
Mstep: Class 26 contains 193 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 96724 members 
Mstep: Class 29 contains 4522 members 
Mstep: Class 30 contains 7436 members 
Mstep: Class 31 contains 94055 members 
Mstep: Class 32 contains 2253 members 
Mstep: Class 33 contains 36392 members 
Mstep: Class 34 contains 492 members 
Mstep: Class 35 contains 479 members 
Mstep: Class 36 contains 1442 members 
Mstep: Class 37 contains 32360 members 
Mstep: Class 38 contains 1178 members 
Mstep: Class 39 contains 29214 members 
Mstep: Class 40 contains 915 members 
Mstep: Class 41 contains 394 members 
Mstep: Class 42 contains 1373 members 
Mstep: Class 43 contains 16340 members 
Mstep: Class 44 contains 114899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194666960.000000 Penalty: 102670.492188
Iteration 81Q: 45 clusters Score -1.94667e+08 nChanged 18394
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 200115 members 
Mstep: Class 3 contains 95854 members 
Mstep: Class 4 contains 39991 members 
Mstep: Class 5 contains 79811 members 
Mstep: Class 6 contains 56056 members 
Mstep: Class 7 contains 130383 members 
Mstep: Class 8 contains 30727 members 
Mstep: Class 9 contains 36391 members 
Mstep: Class 10 contains 9706 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 444 members 
Mstep: Class 13 contains 7197 members 
Mstep: Class 14 contains 737 members 
Mstep: Class 15 contains 11144 members 
Mstep: Class 16 contains 78232 members 
Mstep: Class 17 contains 118580 members 
Mstep: Class 18 contains 101833 members 
Mstep: Class 19 contains 3276 members 
Mstep: Class 20 contains 92092 members 
Mstep: Class 21 contains 33635 members 
Mstep: Class 22 contains 100471 members 
Mstep: Class 23 contains 23155 members 
Mstep: Class 24 contains 4567 members 
Mstep: Class 25 contains 836 members 
Mstep: Class 26 contains 175 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 98361 members 
Mstep: Class 29 contains 4538 members 
Mstep: Class 30 contains 7601 members 
Mstep: Class 31 contains 95245 members 
Mstep: Class 32 contains 2366 members 
Mstep: Class 33 contains 36978 members 
Mstep: Class 34 contains 493 members 
Mstep: Class 35 contains 482 members 
Mstep: Class 36 contains 1491 members 
Mstep: Class 37 contains 33332 members 
Mstep: Class 38 contains 1205 members 
Mstep: Class 39 contains 29591 members 
Mstep: Class 40 contains 922 members 
Mstep: Class 41 contains 365 members 
Mstep: Class 42 contains 1380 members 
Mstep: Class 43 contains 16574 members 
Mstep: Class 44 contains 115211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194670192.000000 Penalty: 102670.492188
Iteration 82Q: 45 clusters Score -1.946702e+08 nChanged 16099
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 200175 members 
Mstep: Class 3 contains 94713 members 
Mstep: Class 4 contains 38680 members 
Mstep: Class 5 contains 81628 members 
Mstep: Class 6 contains 55131 members 
Mstep: Class 7 contains 128513 members 
Mstep: Class 8 contains 30757 members 
Mstep: Class 9 contains 36482 members 
Mstep: Class 10 contains 9683 members 
Mstep: Class 11 contains 433 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 7204 members 
Mstep: Class 14 contains 743 members 
Mstep: Class 15 contains 11528 members 
Mstep: Class 16 contains 77968 members 
Mstep: Class 17 contains 117756 members 
Mstep: Class 18 contains 103000 members 
Mstep: Class 19 contains 3331 members 
Mstep: Class 20 contains 91621 members 
Mstep: Class 21 contains 33621 members 
Mstep: Class 22 contains 98541 members 
Mstep: Class 23 contains 22997 members 
Mstep: Class 24 contains 4592 members 
Mstep: Class 25 contains 837 members 
Mstep: Class 26 contains 169 members 
Mstep: Class 27 contains 1139 members 
Mstep: Class 28 contains 99915 members 
Mstep: Class 29 contains 4548 members 
Mstep: Class 30 contains 7739 members 
Mstep: Class 31 contains 96088 members 
Mstep: Class 32 contains 2446 members 
Mstep: Class 33 contains 37505 members 
Mstep: Class 34 contains 495 members 
Mstep: Class 35 contains 485 members 
Mstep: Class 36 contains 1513 members 
Mstep: Class 37 contains 34155 members 
Mstep: Class 38 contains 1219 members 
Mstep: Class 39 contains 29745 members 
Mstep: Class 40 contains 923 members 
Mstep: Class 41 contains 350 members 
Mstep: Class 42 contains 1388 members 
Mstep: Class 43 contains 16780 members 
Mstep: Class 44 contains 115514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194671888.000000 Penalty: 102670.492188
Iteration 83Q: 45 clusters Score -1.946719e+08 nChanged 14937
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 200219 members 
Mstep: Class 3 contains 93810 members 
Mstep: Class 4 contains 37391 members 
Mstep: Class 5 contains 83534 members 
Mstep: Class 6 contains 54315 members 
Mstep: Class 7 contains 126791 members 
Mstep: Class 8 contains 30786 members 
Mstep: Class 9 contains 36550 members 
Mstep: Class 10 contains 9678 members 
Mstep: Class 11 contains 431 members 
Mstep: Class 12 contains 448 members 
Mstep: Class 13 contains 7205 members 
Mstep: Class 14 contains 747 members 
Mstep: Class 15 contains 11945 members 
Mstep: Class 16 contains 77734 members 
Mstep: Class 17 contains 116837 members 
Mstep: Class 18 contains 104090 members 
Mstep: Class 19 contains 3368 members 
Mstep: Class 20 contains 91349 members 
Mstep: Class 21 contains 33609 members 
Mstep: Class 22 contains 96697 members 
Mstep: Class 23 contains 22821 members 
Mstep: Class 24 contains 4604 members 
Mstep: Class 25 contains 837 members 
Mstep: Class 26 contains 167 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 101190 members 
Mstep: Class 29 contains 4559 members 
Mstep: Class 30 contains 7806 members 
Mstep: Class 31 contains 96671 members 
Mstep: Class 32 contains 2527 members 
Mstep: Class 33 contains 38004 members 
Mstep: Class 34 contains 497 members 
Mstep: Class 35 contains 486 members 
Mstep: Class 36 contains 1523 members 
Mstep: Class 37 contains 35150 members 
Mstep: Class 38 contains 1225 members 
Mstep: Class 39 contains 29807 members 
Mstep: Class 40 contains 923 members 
Mstep: Class 41 contains 345 members 
Mstep: Class 42 contains 1388 members 
Mstep: Class 43 contains 17019 members 
Mstep: Class 44 contains 115684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194674400.000000 Penalty: 102670.492188
Iteration 84Q: 45 clusters Score -1.946744e+08 nChanged 14317
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 200241 members 
Mstep: Class 3 contains 93126 members 
Mstep: Class 4 contains 36128 members 
Mstep: Class 5 contains 85488 members 
Mstep: Class 6 contains 53519 members 
Mstep: Class 7 contains 125202 members 
Mstep: Class 8 contains 30802 members 
Mstep: Class 9 contains 36612 members 
Mstep: Class 10 contains 9678 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 449 members 
Mstep: Class 13 contains 7232 members 
Mstep: Class 14 contains 750 members 
Mstep: Class 15 contains 12386 members 
Mstep: Class 16 contains 77487 members 
Mstep: Class 17 contains 115763 members 
Mstep: Class 18 contains 105192 members 
Mstep: Class 19 contains 3383 members 
Mstep: Class 20 contains 91162 members 
Mstep: Class 21 contains 33603 members 
Mstep: Class 22 contains 94837 members 
Mstep: Class 23 contains 22637 members 
Mstep: Class 24 contains 4622 members 
Mstep: Class 25 contains 837 members 
Mstep: Class 26 contains 163 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 102399 members 
Mstep: Class 29 contains 4572 members 
Mstep: Class 30 contains 7854 members 
Mstep: Class 31 contains 97128 members 
Mstep: Class 32 contains 2605 members 
Mstep: Class 33 contains 38429 members 
Mstep: Class 34 contains 497 members 
Mstep: Class 35 contains 487 members 
Mstep: Class 36 contains 1528 members 
Mstep: Class 37 contains 36082 members 
Mstep: Class 38 contains 1232 members 
Mstep: Class 39 contains 29870 members 
Mstep: Class 40 contains 921 members 
Mstep: Class 41 contains 345 members 
Mstep: Class 42 contains 1389 members 
Mstep: Class 43 contains 17308 members 
Mstep: Class 44 contains 115828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194676032.000000 Penalty: 102670.492188
Iteration 85Q: 45 clusters Score -1.94676e+08 nChanged 13693
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 200243 members 
Mstep: Class 3 contains 92607 members 
Mstep: Class 4 contains 34908 members 
Mstep: Class 5 contains 87449 members 
Mstep: Class 6 contains 52744 members 
Mstep: Class 7 contains 123725 members 
Mstep: Class 8 contains 30825 members 
Mstep: Class 9 contains 36651 members 
Mstep: Class 10 contains 9686 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 451 members 
Mstep: Class 13 contains 7257 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 12849 members 
Mstep: Class 16 contains 77252 members 
Mstep: Class 17 contains 114635 members 
Mstep: Class 18 contains 106292 members 
Mstep: Class 19 contains 3400 members 
Mstep: Class 20 contains 91076 members 
Mstep: Class 21 contains 33602 members 
Mstep: Class 22 contains 93062 members 
Mstep: Class 23 contains 22437 members 
Mstep: Class 24 contains 4641 members 
Mstep: Class 25 contains 837 members 
Mstep: Class 26 contains 161 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 103390 members 
Mstep: Class 29 contains 4580 members 
Mstep: Class 30 contains 7879 members 
Mstep: Class 31 contains 97555 members 
Mstep: Class 32 contains 2684 members 
Mstep: Class 33 contains 38726 members 
Mstep: Class 34 contains 495 members 
Mstep: Class 35 contains 488 members 
Mstep: Class 36 contains 1535 members 
Mstep: Class 37 contains 36903 members 
Mstep: Class 38 contains 1235 members 
Mstep: Class 39 contains 29844 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 345 members 
Mstep: Class 42 contains 1388 members 
Mstep: Class 43 contains 17636 members 
Mstep: Class 44 contains 116063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194677872.000000 Penalty: 102670.492188
Iteration 86Q: 45 clusters Score -1.946779e+08 nChanged 13313
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 200258 members 
Mstep: Class 3 contains 92173 members 
Mstep: Class 4 contains 33739 members 
Mstep: Class 5 contains 89282 members 
Mstep: Class 6 contains 52001 members 
Mstep: Class 7 contains 122400 members 
Mstep: Class 8 contains 30848 members 
Mstep: Class 9 contains 36700 members 
Mstep: Class 10 contains 9685 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 7302 members 
Mstep: Class 14 contains 749 members 
Mstep: Class 15 contains 13274 members 
Mstep: Class 16 contains 76980 members 
Mstep: Class 17 contains 113481 members 
Mstep: Class 18 contains 107387 members 
Mstep: Class 19 contains 3410 members 
Mstep: Class 20 contains 91080 members 
Mstep: Class 21 contains 33610 members 
Mstep: Class 22 contains 91526 members 
Mstep: Class 23 contains 22260 members 
Mstep: Class 24 contains 4665 members 
Mstep: Class 25 contains 837 members 
Mstep: Class 26 contains 159 members 
Mstep: Class 27 contains 1139 members 
Mstep: Class 28 contains 104317 members 
Mstep: Class 29 contains 4590 members 
Mstep: Class 30 contains 7916 members 
Mstep: Class 31 contains 97918 members 
Mstep: Class 32 contains 2747 members 
Mstep: Class 33 contains 38958 members 
Mstep: Class 34 contains 495 members 
Mstep: Class 35 contains 489 members 
Mstep: Class 36 contains 1539 members 
Mstep: Class 37 contains 37750 members 
Mstep: Class 38 contains 1239 members 
Mstep: Class 39 contains 29763 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 344 members 
Mstep: Class 42 contains 1388 members 
Mstep: Class 43 contains 17982 members 
Mstep: Class 44 contains 116070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194678256.000000 Penalty: 102670.492188
Iteration 87Q: 45 clusters Score -1.946783e+08 nChanged 12953
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 200251 members 
Mstep: Class 3 contains 91788 members 
Mstep: Class 4 contains 32635 members 
Mstep: Class 5 contains 91078 members 
Mstep: Class 6 contains 51359 members 
Mstep: Class 7 contains 121236 members 
Mstep: Class 8 contains 30885 members 
Mstep: Class 9 contains 36753 members 
Mstep: Class 10 contains 9671 members 
Mstep: Class 11 contains 433 members 
Mstep: Class 12 contains 454 members 
Mstep: Class 13 contains 7339 members 
Mstep: Class 14 contains 751 members 
Mstep: Class 15 contains 13653 members 
Mstep: Class 16 contains 76719 members 
Mstep: Class 17 contains 112419 members 
Mstep: Class 18 contains 108476 members 
Mstep: Class 19 contains 3418 members 
Mstep: Class 20 contains 91069 members 
Mstep: Class 21 contains 33612 members 
Mstep: Class 22 contains 90196 members 
Mstep: Class 23 contains 22083 members 
Mstep: Class 24 contains 4681 members 
Mstep: Class 25 contains 837 members 
Mstep: Class 26 contains 159 members 
Mstep: Class 27 contains 1135 members 
Mstep: Class 28 contains 105025 members 
Mstep: Class 29 contains 4599 members 
Mstep: Class 30 contains 7930 members 
Mstep: Class 31 contains 98155 members 
Mstep: Class 32 contains 2807 members 
Mstep: Class 33 contains 39030 members 
Mstep: Class 34 contains 494 members 
Mstep: Class 35 contains 487 members 
Mstep: Class 36 contains 1545 members 
Mstep: Class 37 contains 38658 members 
Mstep: Class 38 contains 1241 members 
Mstep: Class 39 contains 29601 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 344 members 
Mstep: Class 42 contains 1388 members 
Mstep: Class 43 contains 18353 members 
Mstep: Class 44 contains 116061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679472.000000 Penalty: 102670.492188
Iteration 88Q: 45 clusters Score -1.946795e+08 nChanged 12488
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 200236 members 
Mstep: Class 3 contains 91522 members 
Mstep: Class 4 contains 31557 members 
Mstep: Class 5 contains 92880 members 
Mstep: Class 6 contains 50687 members 
Mstep: Class 7 contains 120186 members 
Mstep: Class 8 contains 30912 members 
Mstep: Class 9 contains 36840 members 
Mstep: Class 10 contains 9673 members 
Mstep: Class 11 contains 433 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 7356 members 
Mstep: Class 14 contains 751 members 
Mstep: Class 15 contains 14030 members 
Mstep: Class 16 contains 76496 members 
Mstep: Class 17 contains 111468 members 
Mstep: Class 18 contains 109609 members 
Mstep: Class 19 contains 3425 members 
Mstep: Class 20 contains 91054 members 
Mstep: Class 21 contains 33610 members 
Mstep: Class 22 contains 88866 members 
Mstep: Class 23 contains 21923 members 
Mstep: Class 24 contains 4709 members 
Mstep: Class 25 contains 838 members 
Mstep: Class 26 contains 159 members 
Mstep: Class 27 contains 1136 members 
Mstep: Class 28 contains 105437 members 
Mstep: Class 29 contains 4605 members 
Mstep: Class 30 contains 7913 members 
Mstep: Class 31 contains 98345 members 
Mstep: Class 32 contains 2867 members 
Mstep: Class 33 contains 39021 members 
Mstep: Class 34 contains 492 members 
Mstep: Class 35 contains 486 members 
Mstep: Class 36 contains 1544 members 
Mstep: Class 37 contains 39574 members 
Mstep: Class 38 contains 1245 members 
Mstep: Class 39 contains 29493 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 344 members 
Mstep: Class 42 contains 1388 members 
Mstep: Class 43 contains 18770 members 
Mstep: Class 44 contains 115985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679904.000000 Penalty: 102670.492188
Iteration 89Q: 45 clusters Score -1.946799e+08 nChanged 12240
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 200214 members 
Mstep: Class 3 contains 91330 members 
Mstep: Class 4 contains 30527 members 
Mstep: Class 5 contains 94649 members 
Mstep: Class 6 contains 50071 members 
Mstep: Class 7 contains 119258 members 
Mstep: Class 8 contains 30923 members 
Mstep: Class 9 contains 36931 members 
Mstep: Class 10 contains 9676 members 
Mstep: Class 11 contains 433 members 
Mstep: Class 12 contains 454 members 
Mstep: Class 13 contains 7373 members 
Mstep: Class 14 contains 751 members 
Mstep: Class 15 contains 14366 members 
Mstep: Class 16 contains 76258 members 
Mstep: Class 17 contains 110549 members 
Mstep: Class 18 contains 110653 members 
Mstep: Class 19 contains 3433 members 
Mstep: Class 20 contains 91110 members 
Mstep: Class 21 contains 33619 members 
Mstep: Class 22 contains 87571 members 
Mstep: Class 23 contains 21765 members 
Mstep: Class 24 contains 4720 members 
Mstep: Class 25 contains 838 members 
Mstep: Class 26 contains 159 members 
Mstep: Class 27 contains 1137 members 
Mstep: Class 28 contains 105739 members 
Mstep: Class 29 contains 4625 members 
Mstep: Class 30 contains 7879 members 
Mstep: Class 31 contains 98377 members 
Mstep: Class 32 contains 2940 members 
Mstep: Class 33 contains 39028 members 
Mstep: Class 34 contains 492 members 
Mstep: Class 35 contains 486 members 
Mstep: Class 36 contains 1548 members 
Mstep: Class 37 contains 40623 members 
Mstep: Class 38 contains 1247 members 
Mstep: Class 39 contains 29308 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 344 members 
Mstep: Class 42 contains 1390 members 
Mstep: Class 43 contains 19169 members 
Mstep: Class 44 contains 115880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194681184.000000 Penalty: 102670.492188
Iteration 90Q: 45 clusters Score -1.946812e+08 nChanged 12232
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 200175 members 
Mstep: Class 3 contains 91120 members 
Mstep: Class 4 contains 29570 members 
Mstep: Class 5 contains 96631 members 
Mstep: Class 6 contains 49513 members 
Mstep: Class 7 contains 118423 members 
Mstep: Class 8 contains 30949 members 
Mstep: Class 9 contains 37008 members 
Mstep: Class 10 contains 9677 members 
Mstep: Class 11 contains 433 members 
Mstep: Class 12 contains 454 members 
Mstep: Class 13 contains 7384 members 
Mstep: Class 14 contains 751 members 
Mstep: Class 15 contains 14680 members 
Mstep: Class 16 contains 76060 members 
Mstep: Class 17 contains 109741 members 
Mstep: Class 18 contains 111619 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 91138 members 
Mstep: Class 21 contains 33628 members 
Mstep: Class 22 contains 86374 members 
Mstep: Class 23 contains 21636 members 
Mstep: Class 24 contains 4739 members 
Mstep: Class 25 contains 838 members 
Mstep: Class 26 contains 159 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 105790 members 
Mstep: Class 29 contains 4640 members 
Mstep: Class 30 contains 7853 members 
Mstep: Class 31 contains 98327 members 
Mstep: Class 32 contains 3009 members 
Mstep: Class 33 contains 39017 members 
Mstep: Class 34 contains 492 members 
Mstep: Class 35 contains 486 members 
Mstep: Class 36 contains 1546 members 
Mstep: Class 37 contains 41637 members 
Mstep: Class 38 contains 1247 members 
Mstep: Class 39 contains 28975 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 344 members 
Mstep: Class 42 contains 1388 members 
Mstep: Class 43 contains 19601 members 
Mstep: Class 44 contains 115780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194681728.000000 Penalty: 102670.492188
Iteration 91Q: 45 clusters Score -1.946817e+08 nChanged 11951
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 200137 members 
Mstep: Class 3 contains 90969 members 
Mstep: Class 4 contains 28622 members 
Mstep: Class 5 contains 98515 members 
Mstep: Class 6 contains 49054 members 
Mstep: Class 7 contains 117522 members 
Mstep: Class 8 contains 30939 members 
Mstep: Class 9 contains 37058 members 
Mstep: Class 10 contains 9674 members 
Mstep: Class 11 contains 433 members 
Mstep: Class 12 contains 454 members 
Mstep: Class 13 contains 7423 members 
Mstep: Class 14 contains 751 members 
Mstep: Class 15 contains 14981 members 
Mstep: Class 16 contains 75821 members 
Mstep: Class 17 contains 108992 members 
Mstep: Class 18 contains 112579 members 
Mstep: Class 19 contains 3443 members 
Mstep: Class 20 contains 91158 members 
Mstep: Class 21 contains 33639 members 
Mstep: Class 22 contains 85191 members 
Mstep: Class 23 contains 21537 members 
Mstep: Class 24 contains 4758 members 
Mstep: Class 25 contains 838 members 
Mstep: Class 26 contains 159 members 
Mstep: Class 27 contains 1139 members 
Mstep: Class 28 contains 105778 members 
Mstep: Class 29 contains 4662 members 
Mstep: Class 30 contains 7836 members 
Mstep: Class 31 contains 98244 members 
Mstep: Class 32 contains 3075 members 
Mstep: Class 33 contains 39063 members 
Mstep: Class 34 contains 492 members 
Mstep: Class 35 contains 486 members 
Mstep: Class 36 contains 1544 members 
Mstep: Class 37 contains 42534 members 
Mstep: Class 38 contains 1247 members 
Mstep: Class 39 contains 28648 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 344 members 
Mstep: Class 42 contains 1388 members 
Mstep: Class 43 contains 20019 members 
Mstep: Class 44 contains 115802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194683072.000000 Penalty: 102670.492188
Iteration 92Q: 45 clusters Score -1.946831e+08 nChanged 11567
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 200081 members 
Mstep: Class 3 contains 90840 members 
Mstep: Class 4 contains 27717 members 
Mstep: Class 5 contains 100441 members 
Mstep: Class 6 contains 48677 members 
Mstep: Class 7 contains 116712 members 
Mstep: Class 8 contains 30936 members 
Mstep: Class 9 contains 37094 members 
Mstep: Class 10 contains 9666 members 
Mstep: Class 11 contains 433 members 
Mstep: Class 12 contains 454 members 
Mstep: Class 13 contains 7452 members 
Mstep: Class 14 contains 751 members 
Mstep: Class 15 contains 15212 members 
Mstep: Class 16 contains 75623 members 
Mstep: Class 17 contains 108400 members 
Mstep: Class 18 contains 113417 members 
Mstep: Class 19 contains 3449 members 
Mstep: Class 20 contains 91194 members 
Mstep: Class 21 contains 33645 members 
Mstep: Class 22 contains 84029 members 
Mstep: Class 23 contains 21443 members 
Mstep: Class 24 contains 4767 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 159 members 
Mstep: Class 27 contains 1137 members 
Mstep: Class 28 contains 105609 members 
Mstep: Class 29 contains 4691 members 
Mstep: Class 30 contains 7824 members 
Mstep: Class 31 contains 98029 members 
Mstep: Class 32 contains 3141 members 
Mstep: Class 33 contains 39101 members 
Mstep: Class 34 contains 492 members 
Mstep: Class 35 contains 486 members 
Mstep: Class 36 contains 1545 members 
Mstep: Class 37 contains 43495 members 
Mstep: Class 38 contains 1247 members 
Mstep: Class 39 contains 28255 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 344 members 
Mstep: Class 42 contains 1388 members 
Mstep: Class 43 contains 20412 members 
Mstep: Class 44 contains 115904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194682400.000000 Penalty: 102670.492188
Iteration 93Q: 45 clusters Score -1.946824e+08 nChanged 11117
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 200063 members 
Mstep: Class 3 contains 90724 members 
Mstep: Class 4 contains 26837 members 
Mstep: Class 5 contains 102239 members 
Mstep: Class 6 contains 48296 members 
Mstep: Class 7 contains 115951 members 
Mstep: Class 8 contains 30937 members 
Mstep: Class 9 contains 37109 members 
Mstep: Class 10 contains 9664 members 
Mstep: Class 11 contains 433 members 
Mstep: Class 12 contains 454 members 
Mstep: Class 13 contains 7504 members 
Mstep: Class 14 contains 751 members 
Mstep: Class 15 contains 15427 members 
Mstep: Class 16 contains 75421 members 
Mstep: Class 17 contains 107900 members 
Mstep: Class 18 contains 114128 members 
Mstep: Class 19 contains 3455 members 
Mstep: Class 20 contains 91207 members 
Mstep: Class 21 contains 33659 members 
Mstep: Class 22 contains 83049 members 
Mstep: Class 23 contains 21338 members 
Mstep: Class 24 contains 4786 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 159 members 
Mstep: Class 27 contains 1137 members 
Mstep: Class 28 contains 105449 members 
Mstep: Class 29 contains 4702 members 
Mstep: Class 30 contains 7815 members 
Mstep: Class 31 contains 97765 members 
Mstep: Class 32 contains 3204 members 
Mstep: Class 33 contains 39094 members 
Mstep: Class 34 contains 492 members 
Mstep: Class 35 contains 486 members 
Mstep: Class 36 contains 1548 members 
Mstep: Class 37 contains 44388 members 
Mstep: Class 38 contains 1249 members 
Mstep: Class 39 contains 27828 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 344 members 
Mstep: Class 42 contains 1388 members 
Mstep: Class 43 contains 20786 members 
Mstep: Class 44 contains 116096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194681264.000000 Penalty: 102670.492188
Iteration 94Q: 45 clusters Score -1.946813e+08 nChanged 10869
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 200050 members 
Mstep: Class 3 contains 90576 members 
Mstep: Class 4 contains 25942 members 
Mstep: Class 5 contains 104058 members 
Mstep: Class 6 contains 47995 members 
Mstep: Class 7 contains 115262 members 
Mstep: Class 8 contains 30914 members 
Mstep: Class 9 contains 37129 members 
Mstep: Class 10 contains 9654 members 
Mstep: Class 11 contains 433 members 
Mstep: Class 12 contains 454 members 
Mstep: Class 13 contains 7539 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 15629 members 
Mstep: Class 16 contains 75230 members 
Mstep: Class 17 contains 107475 members 
Mstep: Class 18 contains 114785 members 
Mstep: Class 19 contains 3457 members 
Mstep: Class 20 contains 91231 members 
Mstep: Class 21 contains 33681 members 
Mstep: Class 22 contains 81968 members 
Mstep: Class 23 contains 21245 members 
Mstep: Class 24 contains 4800 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 159 members 
Mstep: Class 27 contains 1137 members 
Mstep: Class 28 contains 105212 members 
Mstep: Class 29 contains 4715 members 
Mstep: Class 30 contains 7805 members 
Mstep: Class 31 contains 97433 members 
Mstep: Class 32 contains 3265 members 
Mstep: Class 33 contains 39111 members 
Mstep: Class 34 contains 492 members 
Mstep: Class 35 contains 486 members 
Mstep: Class 36 contains 1547 members 
Mstep: Class 37 contains 45353 members 
Mstep: Class 38 contains 1249 members 
Mstep: Class 39 contains 27470 members 
Mstep: Class 40 contains 919 members 
Mstep: Class 41 contains 344 members 
Mstep: Class 42 contains 1388 members 
Mstep: Class 43 contains 21160 members 
Mstep: Class 44 contains 116308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194681968.000000 Penalty: 102670.492188
Iteration 95Q: 45 clusters Score -1.94682e+08 nChanged 10736
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 200034 members 
Mstep: Class 3 contains 90408 members 
Mstep: Class 4 contains 25052 members 
Mstep: Class 5 contains 105863 members 
Mstep: Class 6 contains 47713 members 
Mstep: Class 7 contains 114601 members 
Mstep: Class 8 contains 30886 members 
Mstep: Class 9 contains 37144 members 
Mstep: Class 10 contains 9662 members 
Mstep: Class 11 contains 433 members 
Mstep: Class 12 contains 454 members 
Mstep: Class 13 contains 7564 members 
Mstep: Class 14 contains 753 members 
Mstep: Class 15 contains 15789 members 
Mstep: Class 16 contains 75101 members 
Mstep: Class 17 contains 107091 members 
Mstep: Class 18 contains 115467 members 
Mstep: Class 19 contains 3458 members 
Mstep: Class 20 contains 91240 members 
Mstep: Class 21 contains 33690 members 
Mstep: Class 22 contains 80892 members 
Mstep: Class 23 contains 21143 members 
Mstep: Class 24 contains 4811 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 159 members 
Mstep: Class 27 contains 1136 members 
Mstep: Class 28 contains 105010 members 
Mstep: Class 29 contains 4735 members 
Mstep: Class 30 contains 7834 members 
Mstep: Class 31 contains 96991 members 
Mstep: Class 32 contains 3317 members 
Mstep: Class 33 contains 39136 members 
Mstep: Class 34 contains 492 members 
Mstep: Class 35 contains 486 members 
Mstep: Class 36 contains 1548 members 
Mstep: Class 37 contains 46298 members 
Mstep: Class 38 contains 1250 members 
Mstep: Class 39 contains 27060 members 
Mstep: Class 40 contains 918 members 
Mstep: Class 41 contains 344 members 
Mstep: Class 42 contains 1388 members 
Mstep: Class 43 contains 21522 members 
Mstep: Class 44 contains 116545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194681840.000000 Penalty: 102670.492188
Iteration 96Q: 45 clusters Score -1.946818e+08 nChanged 10401
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 26862 members 
Mstep: Class 2 contains 200002 members 
Mstep: Class 3 contains 90270 members 
Mstep: Class 4 contains 24218 members 
Mstep: Class 5 contains 107529 members 
Mstep: Class 6 contains 47423 members 
Mstep: Class 7 contains 113955 members 
Mstep: Class 8 contains 30863 members 
Mstep: Class 9 contains 37175 members 
Mstep: Class 10 contains 9666 members 
Mstep: Class 11 contains 433 members 
Mstep: Class 12 contains 454 members 
Mstep: Class 13 contains 7610 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 15923 members 
Mstep: Class 16 contains 74968 members 
Mstep: Class 17 contains 106737 members 
Mstep: Class 18 contains 116241 members 
Mstep: Class 19 contains 3457 members 
Mstep: Class 20 contains 91294 members 
Mstep: Class 21 contains 33696 members 
Mstep: Class 22 contains 79847 members 
Mstep: Class 23 contains 21035 members 
Mstep: Class 24 contains 4822 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 159 members 
Mstep: Class 27 contains 1135 members 
Mstep: Class 28 contains 104804 members 
Mstep: Class 29 contains 4753 members 
Mstep: Class 30 contains 7874 members 
Mstep: Class 31 contains 96528 members 
Mstep: Class 32 contains 3363 members 
Mstep: Class 33 contains 39141 members 
Mstep: Class 34 contains 491 members 
Mstep: Class 35 contains 486 members 
Mstep: Class 36 contains 1549 members 
Mstep: Class 37 contains 47144 members 
Mstep: Class 38 contains 1250 members 
Mstep: Class 39 contains 26708 members 
Mstep: Class 40 contains 919 members 
Mstep: Class 41 contains 344 members 
Mstep: Class 42 contains 1391 members 
Mstep: Class 43 contains 21862 members 
Mstep: Class 44 contains 116790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194682176.000000 Penalty: 102670.492188
Iteration 97Q: 45 clusters Score -1.946822e+08 nChanged 10074
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 199960 members 
Mstep: Class 3 contains 90139 members 
Mstep: Class 4 contains 23421 members 
Mstep: Class 5 contains 109047 members 
Mstep: Class 6 contains 47160 members 
Mstep: Class 7 contains 113393 members 
Mstep: Class 8 contains 30814 members 
Mstep: Class 9 contains 37214 members 
Mstep: Class 10 contains 9662 members 
Mstep: Class 11 contains 433 members 
Mstep: Class 12 contains 454 members 
Mstep: Class 13 contains 7628 members 
Mstep: Class 14 contains 755 members 
Mstep: Class 15 contains 16043 members 
Mstep: Class 16 contains 74865 members 
Mstep: Class 17 contains 106474 members 
Mstep: Class 18 contains 116942 members 
Mstep: Class 19 contains 3459 members 
Mstep: Class 20 contains 91365 members 
Mstep: Class 21 contains 33701 members 
Mstep: Class 22 contains 78887 members 
Mstep: Class 23 contains 20921 members 
Mstep: Class 24 contains 4838 members 
Mstep: Class 25 contains 838 members 
Mstep: Class 26 contains 159 members 
Mstep: Class 27 contains 1136 members 
Mstep: Class 28 contains 104558 members 
Mstep: Class 29 contains 4777 members 
Mstep: Class 30 contains 7909 members 
Mstep: Class 31 contains 96101 members 
Mstep: Class 32 contains 3409 members 
Mstep: Class 33 contains 39087 members 
Mstep: Class 34 contains 491 members 
Mstep: Class 35 contains 486 members 
Mstep: Class 36 contains 1551 members 
Mstep: Class 37 contains 48013 members 
Mstep: Class 38 contains 1249 members 
Mstep: Class 39 contains 26311 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 343 members 
Mstep: Class 42 contains 1390 members 
Mstep: Class 43 contains 22181 members 
Mstep: Class 44 contains 117059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194681968.000000 Penalty: 102670.492188
Iteration 98Q: 45 clusters Score -1.94682e+08 nChanged 9938
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 199891 members 
Mstep: Class 3 contains 90044 members 
Mstep: Class 4 contains 22672 members 
Mstep: Class 5 contains 110555 members 
Mstep: Class 6 contains 46950 members 
Mstep: Class 7 contains 112811 members 
Mstep: Class 8 contains 30773 members 
Mstep: Class 9 contains 37227 members 
Mstep: Class 10 contains 9662 members 
Mstep: Class 11 contains 433 members 
Mstep: Class 12 contains 454 members 
Mstep: Class 13 contains 7634 members 
Mstep: Class 14 contains 755 members 
Mstep: Class 15 contains 16180 members 
Mstep: Class 16 contains 74765 members 
Mstep: Class 17 contains 106276 members 
Mstep: Class 18 contains 117668 members 
Mstep: Class 19 contains 3463 members 
Mstep: Class 20 contains 91432 members 
Mstep: Class 21 contains 33708 members 
Mstep: Class 22 contains 77879 members 
Mstep: Class 23 contains 20814 members 
Mstep: Class 24 contains 4854 members 
Mstep: Class 25 contains 838 members 
Mstep: Class 26 contains 159 members 
Mstep: Class 27 contains 1136 members 
Mstep: Class 28 contains 104202 members 
Mstep: Class 29 contains 4796 members 
Mstep: Class 30 contains 7931 members 
Mstep: Class 31 contains 95623 members 
Mstep: Class 32 contains 3461 members 
Mstep: Class 33 contains 39020 members 
Mstep: Class 34 contains 491 members 
Mstep: Class 35 contains 486 members 
Mstep: Class 36 contains 1552 members 
Mstep: Class 37 contains 48930 members 
Mstep: Class 38 contains 1250 members 
Mstep: Class 39 contains 25941 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 343 members 
Mstep: Class 42 contains 1390 members 
Mstep: Class 43 contains 22496 members 
Mstep: Class 44 contains 117346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194681616.000000 Penalty: 102670.492188
Iteration 99Q: 45 clusters Score -1.946816e+08 nChanged 9554
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 199843 members 
Mstep: Class 3 contains 89981 members 
Mstep: Class 4 contains 22013 members 
Mstep: Class 5 contains 111883 members 
Mstep: Class 6 contains 46692 members 
Mstep: Class 7 contains 112233 members 
Mstep: Class 8 contains 30727 members 
Mstep: Class 9 contains 37258 members 
Mstep: Class 10 contains 9656 members 
Mstep: Class 11 contains 433 members 
Mstep: Class 12 contains 454 members 
Mstep: Class 13 contains 7641 members 
Mstep: Class 14 contains 755 members 
Mstep: Class 15 contains 16297 members 
Mstep: Class 16 contains 74659 members 
Mstep: Class 17 contains 106207 members 
Mstep: Class 18 contains 118405 members 
Mstep: Class 19 contains 3468 members 
Mstep: Class 20 contains 91565 members 
Mstep: Class 21 contains 33716 members 
Mstep: Class 22 contains 76894 members 
Mstep: Class 23 contains 20702 members 
Mstep: Class 24 contains 4864 members 
Mstep: Class 25 contains 838 members 
Mstep: Class 26 contains 159 members 
Mstep: Class 27 contains 1136 members 
Mstep: Class 28 contains 103845 members 
Mstep: Class 29 contains 4824 members 
Mstep: Class 30 contains 7963 members 
Mstep: Class 31 contains 95082 members 
Mstep: Class 32 contains 3515 members 
Mstep: Class 33 contains 38953 members 
Mstep: Class 34 contains 491 members 
Mstep: Class 35 contains 486 members 
Mstep: Class 36 contains 1554 members 
Mstep: Class 37 contains 49843 members 
Mstep: Class 38 contains 1249 members 
Mstep: Class 39 contains 25581 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 343 members 
Mstep: Class 42 contains 1389 members 
Mstep: Class 43 contains 22766 members 
Mstep: Class 44 contains 117617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194681744.000000 Penalty: 102670.492188
Iteration 100F: 45 clusters Score -1.946817e+08 nChanged 9563
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 199785 members 
Mstep: Class 3 contains 89941 members 
Mstep: Class 4 contains 21426 members 
Mstep: Class 5 contains 113238 members 
Mstep: Class 6 contains 46400 members 
Mstep: Class 7 contains 111725 members 
Mstep: Class 8 contains 30695 members 
Mstep: Class 9 contains 37291 members 
Mstep: Class 10 contains 9650 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 7649 members 
Mstep: Class 14 contains 767 members 
Mstep: Class 15 contains 16427 members 
Mstep: Class 16 contains 74553 members 
Mstep: Class 17 contains 106232 members 
Mstep: Class 18 contains 119117 members 
Mstep: Class 19 contains 3475 members 
Mstep: Class 20 contains 91613 members 
Mstep: Class 21 contains 33716 members 
Mstep: Class 22 contains 75827 members 
Mstep: Class 23 contains 20582 members 
Mstep: Class 24 contains 4862 members 
Mstep: Class 25 contains 837 members 
Mstep: Class 26 contains 167 members 
Mstep: Class 27 contains 1136 members 
Mstep: Class 28 contains 103529 members 
Mstep: Class 29 contains 4854 members 
Mstep: Class 30 contains 7994 members 
Mstep: Class 31 contains 94453 members 
Mstep: Class 32 contains 3564 members 
Mstep: Class 33 contains 38962 members 
Mstep: Class 34 contains 495 members 
Mstep: Class 35 contains 486 members 
Mstep: Class 36 contains 1555 members 
Mstep: Class 37 contains 50713 members 
Mstep: Class 38 contains 1249 members 
Mstep: Class 39 contains 25208 members 
Mstep: Class 40 contains 920 members 
Mstep: Class 41 contains 340 members 
Mstep: Class 42 contains 1389 members 
Mstep: Class 43 contains 23007 members 
Mstep: Class 44 contains 117867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194682688.000000 Penalty: 102670.492188
Iteration 101Q: 45 clusters Score -1.946827e+08 nChanged 9572
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 199764 members 
Mstep: Class 3 contains 89867 members 
Mstep: Class 4 contains 20876 members 
Mstep: Class 5 contains 114595 members 
Mstep: Class 6 contains 46142 members 
Mstep: Class 7 contains 111302 members 
Mstep: Class 8 contains 30664 members 
Mstep: Class 9 contains 37330 members 
Mstep: Class 10 contains 9641 members 
Mstep: Class 11 contains 436 members 
Mstep: Class 12 contains 426 members 
Mstep: Class 13 contains 7665 members 
Mstep: Class 14 contains 778 members 
Mstep: Class 15 contains 16517 members 
Mstep: Class 16 contains 74434 members 
Mstep: Class 17 contains 106198 members 
Mstep: Class 18 contains 119672 members 
Mstep: Class 19 contains 3477 members 
Mstep: Class 20 contains 91754 members 
Mstep: Class 21 contains 33716 members 
Mstep: Class 22 contains 74780 members 
Mstep: Class 23 contains 20443 members 
Mstep: Class 24 contains 4864 members 
Mstep: Class 25 contains 837 members 
Mstep: Class 26 contains 159 members 
Mstep: Class 27 contains 1136 members 
Mstep: Class 28 contains 103314 members 
Mstep: Class 29 contains 4884 members 
Mstep: Class 30 contains 8010 members 
Mstep: Class 31 contains 93756 members 
Mstep: Class 32 contains 3618 members 
Mstep: Class 33 contains 39031 members 
Mstep: Class 34 contains 497 members 
Mstep: Class 35 contains 487 members 
Mstep: Class 36 contains 1559 members 
Mstep: Class 37 contains 51688 members 
Mstep: Class 38 contains 1249 members 
Mstep: Class 39 contains 24817 members 
Mstep: Class 40 contains 923 members 
Mstep: Class 41 contains 342 members 
Mstep: Class 42 contains 1389 members 
Mstep: Class 43 contains 23206 members 
Mstep: Class 44 contains 118053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194682704.000000 Penalty: 102670.492188
Iteration 102Q: 45 clusters Score -1.946827e+08 nChanged 9759
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 199728 members 
Mstep: Class 3 contains 89819 members 
Mstep: Class 4 contains 20404 members 
Mstep: Class 5 contains 116112 members 
Mstep: Class 6 contains 45904 members 
Mstep: Class 7 contains 110934 members 
Mstep: Class 8 contains 30621 members 
Mstep: Class 9 contains 37353 members 
Mstep: Class 10 contains 9632 members 
Mstep: Class 11 contains 436 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 7680 members 
Mstep: Class 14 contains 779 members 
Mstep: Class 15 contains 16602 members 
Mstep: Class 16 contains 74316 members 
Mstep: Class 17 contains 106219 members 
Mstep: Class 18 contains 120299 members 
Mstep: Class 19 contains 3482 members 
Mstep: Class 20 contains 91923 members 
Mstep: Class 21 contains 33722 members 
Mstep: Class 22 contains 73458 members 
Mstep: Class 23 contains 20302 members 
Mstep: Class 24 contains 4872 members 
Mstep: Class 25 contains 837 members 
Mstep: Class 26 contains 156 members 
Mstep: Class 27 contains 1135 members 
Mstep: Class 28 contains 103075 members 
Mstep: Class 29 contains 4909 members 
Mstep: Class 30 contains 8017 members 
Mstep: Class 31 contains 92993 members 
Mstep: Class 32 contains 3671 members 
Mstep: Class 33 contains 39146 members 
Mstep: Class 34 contains 497 members 
Mstep: Class 35 contains 487 members 
Mstep: Class 36 contains 1563 members 
Mstep: Class 37 contains 52635 members 
Mstep: Class 38 contains 1249 members 
Mstep: Class 39 contains 24453 members 
Mstep: Class 40 contains 922 members 
Mstep: Class 41 contains 344 members 
Mstep: Class 42 contains 1389 members 
Mstep: Class 43 contains 23375 members 
Mstep: Class 44 contains 118169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194681936.000000 Penalty: 102670.492188
Iteration 103Q: 45 clusters Score -1.946819e+08 nChanged 9648
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 199662 members 
Mstep: Class 3 contains 89815 members 
Mstep: Class 4 contains 19994 members 
Mstep: Class 5 contains 117518 members 
Mstep: Class 6 contains 45661 members 
Mstep: Class 7 contains 110579 members 
Mstep: Class 8 contains 30574 members 
Mstep: Class 9 contains 37375 members 
Mstep: Class 10 contains 9616 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 7680 members 
Mstep: Class 14 contains 777 members 
Mstep: Class 15 contains 16719 members 
Mstep: Class 16 contains 74187 members 
Mstep: Class 17 contains 106238 members 
Mstep: Class 18 contains 120800 members 
Mstep: Class 19 contains 3481 members 
Mstep: Class 20 contains 92005 members 
Mstep: Class 21 contains 33727 members 
Mstep: Class 22 contains 72236 members 
Mstep: Class 23 contains 20165 members 
Mstep: Class 24 contains 4879 members 
Mstep: Class 25 contains 836 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 1133 members 
Mstep: Class 28 contains 102933 members 
Mstep: Class 29 contains 4939 members 
Mstep: Class 30 contains 8035 members 
Mstep: Class 31 contains 92140 members 
Mstep: Class 32 contains 3736 members 
Mstep: Class 33 contains 39247 members 
Mstep: Class 34 contains 497 members 
Mstep: Class 35 contains 488 members 
Mstep: Class 36 contains 1566 members 
Mstep: Class 37 contains 53639 members 
Mstep: Class 38 contains 1249 members 
Mstep: Class 39 contains 24122 members 
Mstep: Class 40 contains 923 members 
Mstep: Class 41 contains 345 members 
Mstep: Class 42 contains 1389 members 
Mstep: Class 43 contains 23519 members 
Mstep: Class 44 contains 118366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680960.000000 Penalty: 102670.492188
Iteration 104Q: 45 clusters Score -1.94681e+08 nChanged 9142
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 199614 members 
Mstep: Class 3 contains 89784 members 
Mstep: Class 4 contains 19589 members 
Mstep: Class 5 contains 118776 members 
Mstep: Class 6 contains 45419 members 
Mstep: Class 7 contains 110208 members 
Mstep: Class 8 contains 30534 members 
Mstep: Class 9 contains 37411 members 
Mstep: Class 10 contains 9609 members 
Mstep: Class 11 contains 434 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 7684 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 16807 members 
Mstep: Class 16 contains 74057 members 
Mstep: Class 17 contains 106392 members 
Mstep: Class 18 contains 121241 members 
Mstep: Class 19 contains 3483 members 
Mstep: Class 20 contains 92116 members 
Mstep: Class 21 contains 33723 members 
Mstep: Class 22 contains 71286 members 
Mstep: Class 23 contains 20037 members 
Mstep: Class 24 contains 4882 members 
Mstep: Class 25 contains 838 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 1133 members 
Mstep: Class 28 contains 102809 members 
Mstep: Class 29 contains 4968 members 
Mstep: Class 30 contains 8067 members 
Mstep: Class 31 contains 91300 members 
Mstep: Class 32 contains 3802 members 
Mstep: Class 33 contains 39212 members 
Mstep: Class 34 contains 497 members 
Mstep: Class 35 contains 488 members 
Mstep: Class 36 contains 1571 members 
Mstep: Class 37 contains 54689 members 
Mstep: Class 38 contains 1249 members 
Mstep: Class 39 contains 23722 members 
Mstep: Class 40 contains 922 members 
Mstep: Class 41 contains 346 members 
Mstep: Class 42 contains 1389 members 
Mstep: Class 43 contains 23643 members 
Mstep: Class 44 contains 118489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680288.000000 Penalty: 102670.492188
Iteration 105Q: 45 clusters Score -1.946803e+08 nChanged 8973
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 199556 members 
Mstep: Class 3 contains 89748 members 
Mstep: Class 4 contains 19180 members 
Mstep: Class 5 contains 119935 members 
Mstep: Class 6 contains 45177 members 
Mstep: Class 7 contains 109868 members 
Mstep: Class 8 contains 30504 members 
Mstep: Class 9 contains 37436 members 
Mstep: Class 10 contains 9593 members 
Mstep: Class 11 contains 433 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 7704 members 
Mstep: Class 14 contains 773 members 
Mstep: Class 15 contains 16905 members 
Mstep: Class 16 contains 73934 members 
Mstep: Class 17 contains 106547 members 
Mstep: Class 18 contains 121706 members 
Mstep: Class 19 contains 3483 members 
Mstep: Class 20 contains 92157 members 
Mstep: Class 21 contains 33731 members 
Mstep: Class 22 contains 70449 members 
Mstep: Class 23 contains 19893 members 
Mstep: Class 24 contains 4895 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1133 members 
Mstep: Class 28 contains 102745 members 
Mstep: Class 29 contains 4988 members 
Mstep: Class 30 contains 8121 members 
Mstep: Class 31 contains 90473 members 
Mstep: Class 32 contains 3860 members 
Mstep: Class 33 contains 39006 members 
Mstep: Class 34 contains 497 members 
Mstep: Class 35 contains 488 members 
Mstep: Class 36 contains 1573 members 
Mstep: Class 37 contains 55661 members 
Mstep: Class 38 contains 1246 members 
Mstep: Class 39 contains 23437 members 
Mstep: Class 40 contains 921 members 
Mstep: Class 41 contains 348 members 
Mstep: Class 42 contains 1389 members 
Mstep: Class 43 contains 23788 members 
Mstep: Class 44 contains 118668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680112.000000 Penalty: 102670.492188
Iteration 106Q: 45 clusters Score -1.946801e+08 nChanged 8775
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 29581 members 
Mstep: Class 2 contains 199483 members 
Mstep: Class 3 contains 89723 members 
Mstep: Class 4 contains 18800 members 
Mstep: Class 5 contains 120929 members 
Mstep: Class 6 contains 44983 members 
Mstep: Class 7 contains 109528 members 
Mstep: Class 8 contains 30472 members 
Mstep: Class 9 contains 37452 members 
Mstep: Class 10 contains 9579 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 7717 members 
Mstep: Class 14 contains 772 members 
Mstep: Class 15 contains 16981 members 
Mstep: Class 16 contains 73808 members 
Mstep: Class 17 contains 106711 members 
Mstep: Class 18 contains 122180 members 
Mstep: Class 19 contains 3483 members 
Mstep: Class 20 contains 92213 members 
Mstep: Class 21 contains 33738 members 
Mstep: Class 22 contains 69761 members 
Mstep: Class 23 contains 19744 members 
Mstep: Class 24 contains 4903 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 1133 members 
Mstep: Class 28 contains 102660 members 
Mstep: Class 29 contains 5014 members 
Mstep: Class 30 contains 8179 members 
Mstep: Class 31 contains 89628 members 
Mstep: Class 32 contains 3928 members 
Mstep: Class 33 contains 38790 members 
Mstep: Class 34 contains 497 members 
Mstep: Class 35 contains 488 members 
Mstep: Class 36 contains 1574 members 
Mstep: Class 37 contains 56683 members 
Mstep: Class 38 contains 1246 members 
Mstep: Class 39 contains 23154 members 
Mstep: Class 40 contains 921 members 
Mstep: Class 41 contains 349 members 
Mstep: Class 42 contains 1389 members 
Mstep: Class 43 contains 23934 members 
Mstep: Class 44 contains 118818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679904.000000 Penalty: 102670.492188
Iteration 107Q: 45 clusters Score -1.946799e+08 nChanged 8364
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 199419 members 
Mstep: Class 3 contains 89693 members 
Mstep: Class 4 contains 18468 members 
Mstep: Class 5 contains 121870 members 
Mstep: Class 6 contains 44799 members 
Mstep: Class 7 contains 109221 members 
Mstep: Class 8 contains 30437 members 
Mstep: Class 9 contains 37474 members 
Mstep: Class 10 contains 9573 members 
Mstep: Class 11 contains 430 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 7729 members 
Mstep: Class 14 contains 772 members 
Mstep: Class 15 contains 17061 members 
Mstep: Class 16 contains 73690 members 
Mstep: Class 17 contains 106904 members 
Mstep: Class 18 contains 122565 members 
Mstep: Class 19 contains 3485 members 
Mstep: Class 20 contains 92278 members 
Mstep: Class 21 contains 33752 members 
Mstep: Class 22 contains 69081 members 
Mstep: Class 23 contains 19600 members 
Mstep: Class 24 contains 4920 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 1133 members 
Mstep: Class 28 contains 102647 members 
Mstep: Class 29 contains 5032 members 
Mstep: Class 30 contains 8270 members 
Mstep: Class 31 contains 88802 members 
Mstep: Class 32 contains 3985 members 
Mstep: Class 33 contains 38560 members 
Mstep: Class 34 contains 497 members 
Mstep: Class 35 contains 488 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 57628 members 
Mstep: Class 38 contains 1246 members 
Mstep: Class 39 contains 22882 members 
Mstep: Class 40 contains 921 members 
Mstep: Class 41 contains 349 members 
Mstep: Class 42 contains 1389 members 
Mstep: Class 43 contains 24040 members 
Mstep: Class 44 contains 118960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679664.000000 Penalty: 102670.492188
Iteration 108Q: 45 clusters Score -1.946797e+08 nChanged 8468
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 29844 members 
Mstep: Class 2 contains 199329 members 
Mstep: Class 3 contains 89667 members 
Mstep: Class 4 contains 18163 members 
Mstep: Class 5 contains 122713 members 
Mstep: Class 6 contains 44634 members 
Mstep: Class 7 contains 108894 members 
Mstep: Class 8 contains 30391 members 
Mstep: Class 9 contains 37503 members 
Mstep: Class 10 contains 9566 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 7744 members 
Mstep: Class 14 contains 772 members 
Mstep: Class 15 contains 17144 members 
Mstep: Class 16 contains 73573 members 
Mstep: Class 17 contains 107098 members 
Mstep: Class 18 contains 122813 members 
Mstep: Class 19 contains 3487 members 
Mstep: Class 20 contains 92350 members 
Mstep: Class 21 contains 33760 members 
Mstep: Class 22 contains 68459 members 
Mstep: Class 23 contains 19468 members 
Mstep: Class 24 contains 4925 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 1133 members 
Mstep: Class 28 contains 102646 members 
Mstep: Class 29 contains 5064 members 
Mstep: Class 30 contains 8358 members 
Mstep: Class 31 contains 87990 members 
Mstep: Class 32 contains 4041 members 
Mstep: Class 33 contains 38320 members 
Mstep: Class 34 contains 497 members 
Mstep: Class 35 contains 488 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 58648 members 
Mstep: Class 38 contains 1246 members 
Mstep: Class 39 contains 22643 members 
Mstep: Class 40 contains 921 members 
Mstep: Class 41 contains 349 members 
Mstep: Class 42 contains 1392 members 
Mstep: Class 43 contains 24184 members 
Mstep: Class 44 contains 119139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679584.000000 Penalty: 102670.492188
Iteration 109Q: 45 clusters Score -1.946796e+08 nChanged 8229
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 29919 members 
Mstep: Class 2 contains 199258 members 
Mstep: Class 3 contains 89638 members 
Mstep: Class 4 contains 17909 members 
Mstep: Class 5 contains 123322 members 
Mstep: Class 6 contains 44506 members 
Mstep: Class 7 contains 108516 members 
Mstep: Class 8 contains 30341 members 
Mstep: Class 9 contains 37514 members 
Mstep: Class 10 contains 9561 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 7753 members 
Mstep: Class 14 contains 772 members 
Mstep: Class 15 contains 17225 members 
Mstep: Class 16 contains 73467 members 
Mstep: Class 17 contains 107351 members 
Mstep: Class 18 contains 123106 members 
Mstep: Class 19 contains 3490 members 
Mstep: Class 20 contains 92388 members 
Mstep: Class 21 contains 33767 members 
Mstep: Class 22 contains 67935 members 
Mstep: Class 23 contains 19342 members 
Mstep: Class 24 contains 4923 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 1133 members 
Mstep: Class 28 contains 102662 members 
Mstep: Class 29 contains 5095 members 
Mstep: Class 30 contains 8441 members 
Mstep: Class 31 contains 87143 members 
Mstep: Class 32 contains 4105 members 
Mstep: Class 33 contains 38093 members 
Mstep: Class 34 contains 497 members 
Mstep: Class 35 contains 488 members 
Mstep: Class 36 contains 1574 members 
Mstep: Class 37 contains 59663 members 
Mstep: Class 38 contains 1245 members 
Mstep: Class 39 contains 22427 members 
Mstep: Class 40 contains 921 members 
Mstep: Class 41 contains 349 members 
Mstep: Class 42 contains 1393 members 
Mstep: Class 43 contains 24322 members 
Mstep: Class 44 contains 119375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194678736.000000 Penalty: 102670.492188
Iteration 110Q: 45 clusters Score -1.946787e+08 nChanged 8303
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 29936 members 
Mstep: Class 2 contains 199205 members 
Mstep: Class 3 contains 89636 members 
Mstep: Class 4 contains 17619 members 
Mstep: Class 5 contains 123805 members 
Mstep: Class 6 contains 44396 members 
Mstep: Class 7 contains 108148 members 
Mstep: Class 8 contains 30295 members 
Mstep: Class 9 contains 37537 members 
Mstep: Class 10 contains 9551 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 7761 members 
Mstep: Class 14 contains 771 members 
Mstep: Class 15 contains 17292 members 
Mstep: Class 16 contains 73358 members 
Mstep: Class 17 contains 107645 members 
Mstep: Class 18 contains 123373 members 
Mstep: Class 19 contains 3482 members 
Mstep: Class 20 contains 92483 members 
Mstep: Class 21 contains 33768 members 
Mstep: Class 22 contains 67394 members 
Mstep: Class 23 contains 19230 members 
Mstep: Class 24 contains 4902 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 1133 members 
Mstep: Class 28 contains 102691 members 
Mstep: Class 29 contains 5136 members 
Mstep: Class 30 contains 8540 members 
Mstep: Class 31 contains 86248 members 
Mstep: Class 32 contains 4164 members 
Mstep: Class 33 contains 37883 members 
Mstep: Class 34 contains 497 members 
Mstep: Class 35 contains 489 members 
Mstep: Class 36 contains 1574 members 
Mstep: Class 37 contains 60794 members 
Mstep: Class 38 contains 1246 members 
Mstep: Class 39 contains 22276 members 
Mstep: Class 40 contains 922 members 
Mstep: Class 41 contains 349 members 
Mstep: Class 42 contains 1392 members 
Mstep: Class 43 contains 24477 members 
Mstep: Class 44 contains 119531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194678656.000000 Penalty: 102670.492188
Iteration 111Q: 45 clusters Score -1.946787e+08 nChanged 8159
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 29924 members 
Mstep: Class 2 contains 199161 members 
Mstep: Class 3 contains 89635 members 
Mstep: Class 4 contains 17341 members 
Mstep: Class 5 contains 124178 members 
Mstep: Class 6 contains 44288 members 
Mstep: Class 7 contains 107794 members 
Mstep: Class 8 contains 30255 members 
Mstep: Class 9 contains 37568 members 
Mstep: Class 10 contains 9540 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 7772 members 
Mstep: Class 14 contains 771 members 
Mstep: Class 15 contains 17343 members 
Mstep: Class 16 contains 73262 members 
Mstep: Class 17 contains 107991 members 
Mstep: Class 18 contains 123752 members 
Mstep: Class 19 contains 3478 members 
Mstep: Class 20 contains 92613 members 
Mstep: Class 21 contains 33771 members 
Mstep: Class 22 contains 66833 members 
Mstep: Class 23 contains 19127 members 
Mstep: Class 24 contains 4881 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 1133 members 
Mstep: Class 28 contains 102676 members 
Mstep: Class 29 contains 5181 members 
Mstep: Class 30 contains 8635 members 
Mstep: Class 31 contains 85303 members 
Mstep: Class 32 contains 4209 members 
Mstep: Class 33 contains 37703 members 
Mstep: Class 34 contains 497 members 
Mstep: Class 35 contains 489 members 
Mstep: Class 36 contains 1573 members 
Mstep: Class 37 contains 61859 members 
Mstep: Class 38 contains 1246 members 
Mstep: Class 39 contains 22172 members 
Mstep: Class 40 contains 922 members 
Mstep: Class 41 contains 349 members 
Mstep: Class 42 contains 1394 members 
Mstep: Class 43 contains 24647 members 
Mstep: Class 44 contains 119663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194677936.000000 Penalty: 102670.492188
Iteration 112Q: 45 clusters Score -1.946779e+08 nChanged 8254
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 199127 members 
Mstep: Class 3 contains 89593 members 
Mstep: Class 4 contains 17100 members 
Mstep: Class 5 contains 124450 members 
Mstep: Class 6 contains 44184 members 
Mstep: Class 7 contains 107494 members 
Mstep: Class 8 contains 30203 members 
Mstep: Class 9 contains 37598 members 
Mstep: Class 10 contains 9528 members 
Mstep: Class 11 contains 429 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 7782 members 
Mstep: Class 14 contains 771 members 
Mstep: Class 15 contains 17398 members 
Mstep: Class 16 contains 73171 members 
Mstep: Class 17 contains 108445 members 
Mstep: Class 18 contains 124133 members 
Mstep: Class 19 contains 3479 members 
Mstep: Class 20 contains 92722 members 
Mstep: Class 21 contains 33778 members 
Mstep: Class 22 contains 66212 members 
Mstep: Class 23 contains 19021 members 
Mstep: Class 24 contains 4872 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 1133 members 
Mstep: Class 28 contains 102697 members 
Mstep: Class 29 contains 5220 members 
Mstep: Class 30 contains 8726 members 
Mstep: Class 31 contains 84292 members 
Mstep: Class 32 contains 4245 members 
Mstep: Class 33 contains 37548 members 
Mstep: Class 34 contains 498 members 
Mstep: Class 35 contains 488 members 
Mstep: Class 36 contains 1575 members 
Mstep: Class 37 contains 63005 members 
Mstep: Class 38 contains 1246 members 
Mstep: Class 39 contains 22032 members 
Mstep: Class 40 contains 922 members 
Mstep: Class 41 contains 349 members 
Mstep: Class 42 contains 1394 members 
Mstep: Class 43 contains 24804 members 
Mstep: Class 44 contains 119804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194677264.000000 Penalty: 102670.492188
Iteration 113Q: 45 clusters Score -1.946773e+08 nChanged 8337
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 199089 members 
Mstep: Class 3 contains 89592 members 
Mstep: Class 4 contains 16890 members 
Mstep: Class 5 contains 124780 members 
Mstep: Class 6 contains 44070 members 
Mstep: Class 7 contains 107192 members 
Mstep: Class 8 contains 30153 members 
Mstep: Class 9 contains 37640 members 
Mstep: Class 10 contains 9515 members 
Mstep: Class 11 contains 428 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 7791 members 
Mstep: Class 14 contains 771 members 
Mstep: Class 15 contains 17449 members 
Mstep: Class 16 contains 73073 members 
Mstep: Class 17 contains 108865 members 
Mstep: Class 18 contains 124514 members 
Mstep: Class 19 contains 3475 members 
Mstep: Class 20 contains 92811 members 
Mstep: Class 21 contains 33784 members 
Mstep: Class 22 contains 65485 members 
Mstep: Class 23 contains 18898 members 
Mstep: Class 24 contains 4863 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 1133 members 
Mstep: Class 28 contains 102819 members 
Mstep: Class 29 contains 5260 members 
Mstep: Class 30 contains 8828 members 
Mstep: Class 31 contains 83214 members 
Mstep: Class 32 contains 4288 members 
Mstep: Class 33 contains 37360 members 
Mstep: Class 34 contains 498 members 
Mstep: Class 35 contains 489 members 
Mstep: Class 36 contains 1574 members 
Mstep: Class 37 contains 64144 members 
Mstep: Class 38 contains 1249 members 
Mstep: Class 39 contains 21951 members 
Mstep: Class 40 contains 922 members 
Mstep: Class 41 contains 349 members 
Mstep: Class 42 contains 1394 members 
Mstep: Class 43 contains 24953 members 
Mstep: Class 44 contains 119942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194677328.000000 Penalty: 102670.492188
Iteration 114Q: 45 clusters Score -1.946773e+08 nChanged 8475
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 199044 members 
Mstep: Class 3 contains 89587 members 
Mstep: Class 4 contains 16746 members 
Mstep: Class 5 contains 124995 members 
Mstep: Class 6 contains 43984 members 
Mstep: Class 7 contains 106870 members 
Mstep: Class 8 contains 30106 members 
Mstep: Class 9 contains 37685 members 
Mstep: Class 10 contains 9518 members 
Mstep: Class 11 contains 428 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 7805 members 
Mstep: Class 14 contains 771 members 
Mstep: Class 15 contains 17502 members 
Mstep: Class 16 contains 72961 members 
Mstep: Class 17 contains 109326 members 
Mstep: Class 18 contains 124975 members 
Mstep: Class 19 contains 3472 members 
Mstep: Class 20 contains 92917 members 
Mstep: Class 21 contains 33789 members 
Mstep: Class 22 contains 64814 members 
Mstep: Class 23 contains 18790 members 
Mstep: Class 24 contains 4847 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 1133 members 
Mstep: Class 28 contains 102891 members 
Mstep: Class 29 contains 5297 members 
Mstep: Class 30 contains 8923 members 
Mstep: Class 31 contains 82027 members 
Mstep: Class 32 contains 4315 members 
Mstep: Class 33 contains 37179 members 
Mstep: Class 34 contains 498 members 
Mstep: Class 35 contains 489 members 
Mstep: Class 36 contains 1573 members 
Mstep: Class 37 contains 65308 members 
Mstep: Class 38 contains 1254 members 
Mstep: Class 39 contains 21892 members 
Mstep: Class 40 contains 922 members 
Mstep: Class 41 contains 351 members 
Mstep: Class 42 contains 1394 members 
Mstep: Class 43 contains 25141 members 
Mstep: Class 44 contains 120017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194677520.000000 Penalty: 102670.492188
Iteration 115Q: 45 clusters Score -1.946775e+08 nChanged 8174
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 29768 members 
Mstep: Class 2 contains 199010 members 
Mstep: Class 3 contains 89572 members 
Mstep: Class 4 contains 16603 members 
Mstep: Class 5 contains 125012 members 
Mstep: Class 6 contains 43900 members 
Mstep: Class 7 contains 106591 members 
Mstep: Class 8 contains 30047 members 
Mstep: Class 9 contains 37727 members 
Mstep: Class 10 contains 9518 members 
Mstep: Class 11 contains 428 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 7813 members 
Mstep: Class 14 contains 771 members 
Mstep: Class 15 contains 17544 members 
Mstep: Class 16 contains 72854 members 
Mstep: Class 17 contains 109875 members 
Mstep: Class 18 contains 125338 members 
Mstep: Class 19 contains 3479 members 
Mstep: Class 20 contains 93011 members 
Mstep: Class 21 contains 33794 members 
Mstep: Class 22 contains 64214 members 
Mstep: Class 23 contains 18691 members 
Mstep: Class 24 contains 4831 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 1133 members 
Mstep: Class 28 contains 103000 members 
Mstep: Class 29 contains 5336 members 
Mstep: Class 30 contains 9036 members 
Mstep: Class 31 contains 81030 members 
Mstep: Class 32 contains 4337 members 
Mstep: Class 33 contains 36986 members 
Mstep: Class 34 contains 498 members 
Mstep: Class 35 contains 489 members 
Mstep: Class 36 contains 1570 members 
Mstep: Class 37 contains 66347 members 
Mstep: Class 38 contains 1254 members 
Mstep: Class 39 contains 21855 members 
Mstep: Class 40 contains 922 members 
Mstep: Class 41 contains 352 members 
Mstep: Class 42 contains 1394 members 
Mstep: Class 43 contains 25317 members 
Mstep: Class 44 contains 120112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194677120.000000 Penalty: 102670.492188
Iteration 116Q: 45 clusters Score -1.946771e+08 nChanged 7996
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 198979 members 
Mstep: Class 3 contains 89570 members 
Mstep: Class 4 contains 16425 members 
Mstep: Class 5 contains 125039 members 
Mstep: Class 6 contains 43838 members 
Mstep: Class 7 contains 106287 members 
Mstep: Class 8 contains 29988 members 
Mstep: Class 9 contains 37760 members 
Mstep: Class 10 contains 9510 members 
Mstep: Class 11 contains 428 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 7826 members 
Mstep: Class 14 contains 771 members 
Mstep: Class 15 contains 17576 members 
Mstep: Class 16 contains 72771 members 
Mstep: Class 17 contains 110427 members 
Mstep: Class 18 contains 125759 members 
Mstep: Class 19 contains 3483 members 
Mstep: Class 20 contains 93112 members 
Mstep: Class 21 contains 33801 members 
Mstep: Class 22 contains 63513 members 
Mstep: Class 23 contains 18616 members 
Mstep: Class 24 contains 4812 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 1134 members 
Mstep: Class 28 contains 103070 members 
Mstep: Class 29 contains 5375 members 
Mstep: Class 30 contains 9151 members 
Mstep: Class 31 contains 80136 members 
Mstep: Class 32 contains 4355 members 
Mstep: Class 33 contains 36841 members 
Mstep: Class 34 contains 498 members 
Mstep: Class 35 contains 489 members 
Mstep: Class 36 contains 1570 members 
Mstep: Class 37 contains 67305 members 
Mstep: Class 38 contains 1256 members 
Mstep: Class 39 contains 21777 members 
Mstep: Class 40 contains 922 members 
Mstep: Class 41 contains 352 members 
Mstep: Class 42 contains 1395 members 
Mstep: Class 43 contains 25496 members 
Mstep: Class 44 contains 120248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194677072.000000 Penalty: 102670.492188
Iteration 117Q: 45 clusters Score -1.946771e+08 nChanged 7804
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 29628 members 
Mstep: Class 2 contains 198955 members 
Mstep: Class 3 contains 89545 members 
Mstep: Class 4 contains 16249 members 
Mstep: Class 5 contains 125201 members 
Mstep: Class 6 contains 43794 members 
Mstep: Class 7 contains 105986 members 
Mstep: Class 8 contains 29940 members 
Mstep: Class 9 contains 37797 members 
Mstep: Class 10 contains 9504 members 
Mstep: Class 11 contains 428 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 7843 members 
Mstep: Class 14 contains 771 members 
Mstep: Class 15 contains 17619 members 
Mstep: Class 16 contains 72678 members 
Mstep: Class 17 contains 111000 members 
Mstep: Class 18 contains 126122 members 
Mstep: Class 19 contains 3488 members 
Mstep: Class 20 contains 93191 members 
Mstep: Class 21 contains 33809 members 
Mstep: Class 22 contains 62744 members 
Mstep: Class 23 contains 18527 members 
Mstep: Class 24 contains 4794 members 
Mstep: Class 25 contains 839 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 1134 members 
Mstep: Class 28 contains 103126 members 
Mstep: Class 29 contains 5409 members 
Mstep: Class 30 contains 9263 members 
Mstep: Class 31 contains 79454 members 
Mstep: Class 32 contains 4366 members 
Mstep: Class 33 contains 36677 members 
Mstep: Class 34 contains 498 members 
Mstep: Class 35 contains 489 members 
Mstep: Class 36 contains 1567 members 
Mstep: Class 37 contains 68105 members 
Mstep: Class 38 contains 1257 members 
Mstep: Class 39 contains 21703 members 
Mstep: Class 40 contains 922 members 
Mstep: Class 41 contains 352 members 
Mstep: Class 42 contains 1396 members 
Mstep: Class 43 contains 25665 members 
Mstep: Class 44 contains 120363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194676432.000000 Penalty: 102670.492188
Iteration 118Q: 45 clusters Score -1.946764e+08 nChanged 7370
Entering ConstructFrom: 
Score: -194676432.000000 Penalty: 102670.492188
Entering ConstructFrom: 
Trying to split cluster 1 (29570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Entering Unmasked Estep 
Score: -3450330.500000 Penalty: 1672.858765
	Iteration 0F: 2 clusters Score -3450330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -3430504.000000 Penalty: 3345.717529
	Iteration 0F: 3 clusters Score -3430504 nChanged 13522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -3437806.750000 Penalty: 3345.717529
	Iteration 1F: 3 clusters Score -3437807 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -3438244.250000 Penalty: 3345.717529
	Iteration 2Q: 3 clusters Score -3438244 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -3438697.750000 Penalty: 3345.717529
	Iteration 3Q: 3 clusters Score -3438698 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -3439234.000000 Penalty: 3345.717529
	Iteration 4Q: 3 clusters Score -3439234 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -3439912.250000 Penalty: 3345.717529
	Iteration 5Q: 3 clusters Score -3439912 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -3440857.000000 Penalty: 3345.717529
	Iteration 6F: 3 clusters Score -3440857 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -3442274.750000 Penalty: 3345.717529
	Iteration 7F: 3 clusters Score -3442275 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -3444262.250000 Penalty: 3345.717529
	Iteration 8F: 3 clusters Score -3444262 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -3446111.500000 Penalty: 3345.717529
	Iteration 9F: 3 clusters Score -3446112 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -3447096.500000 Penalty: 3345.717529
	Iteration 10F: 3 clusters Score -3447096 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -3447505.500000 Penalty: 3345.717529
	Iteration 11Q: 3 clusters Score -3447506 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -3447743.750000 Penalty: 3345.717529
	Iteration 12Q: 3 clusters Score -3447744 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -3447935.250000 Penalty: 3345.717529
	Iteration 13Q: 3 clusters Score -3447935 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -3448049.250000 Penalty: 3345.717529
	Iteration 14Q: 3 clusters Score -3448049 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -3448127.250000 Penalty: 3345.717529
	Iteration 15Q: 3 clusters Score -3448127 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -3448219.250000 Penalty: 3345.717529
	Iteration 16Q: 3 clusters Score -3448219 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -3448290.750000 Penalty: 3345.717529
	Iteration 17Q: 3 clusters Score -3448291 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -3448344.250000 Penalty: 3345.717529
	Iteration 18Q: 3 clusters Score -3448344 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -3448386.750000 Penalty: 3345.717529
	Iteration 19Q: 3 clusters Score -3448387 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -3448411.000000 Penalty: 3345.717529
	Iteration 20F: 3 clusters Score -3448411 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -3448416.750000 Penalty: 3345.717529
	Iteration 21Q: 3 clusters Score -3448417 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -3448426.000000 Penalty: 3345.717529
	Iteration 22Q: 3 clusters Score -3448426 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -3448437.500000 Penalty: 3345.717529
	Iteration 23Q: 3 clusters Score -3448438 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -3448437.000000 Penalty: 3345.717529
	Iteration 24Q: 3 clusters Score -3448437 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -3448433.000000 Penalty: 3345.717529
	Iteration 25Q: 3 clusters Score -3448433 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -3448440.750000 Penalty: 3345.717529
	Iteration 26Q: 3 clusters Score -3448441 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -3448441.750000 Penalty: 3345.717529
	Iteration 27Q: 3 clusters Score -3448442 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -3448452.750000 Penalty: 3345.717529
	Iteration 28Q: 3 clusters Score -3448453 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -3448455.000000 Penalty: 3345.717529
	Iteration 29Q: 3 clusters Score -3448455 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -3448449.750000 Penalty: 3345.717529
	Iteration 30Q: 3 clusters Score -3448450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -3448451.750000 Penalty: 3345.717529
	Iteration 31Q: 3 clusters Score -3448452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -3448449.750000 Penalty: 3345.717529
	Iteration 32Q: 3 clusters Score -3448450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -3448446.000000 Penalty: 3345.717529
	Iteration 33Q: 3 clusters Score -3448446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -3448449.000000 Penalty: 3345.717529
	Iteration 34Q: 3 clusters Score -3448449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -3448449.750000 Penalty: 3345.717529
	Iteration 35Q: 3 clusters Score -3448450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -3448448.500000 Penalty: 3345.717529
	Iteration 36Q: 3 clusters Score -3448448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -3448449.500000 Penalty: 3345.717529
	Iteration 37Q: 3 clusters Score -3448450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -3448451.250000 Penalty: 3345.717529
	Iteration 38Q: 3 clusters Score -3448451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -3448449.250000 Penalty: 3345.717529
	Iteration 39Q: 3 clusters Score -3448449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -3448450.250000 Penalty: 3345.717529
	Iteration 40F: 3 clusters Score -3448450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -3448450.000000 Penalty: 3345.717529
	Iteration 41Q: 3 clusters Score -3448450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -3448449.250000 Penalty: 3345.717529
	Iteration 42Q: 3 clusters Score -3448449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -3448450.250000 Penalty: 3345.717529
	Iteration 43Q: 3 clusters Score -3448450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -3448448.500000 Penalty: 3345.717529
	Iteration 44Q: 3 clusters Score -3448448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -3448448.500000 Penalty: 3345.717529
	Iteration 45F: 3 clusters Score -3448448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (198945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198945 members 
Entering Unmasked Estep 
Score: -22784008.000000 Penalty: 1982.627319
	Iteration 0F: 2 clusters Score -2.278401e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99521 members 
Mstep: Class 2 contains 99424 members 
Entering Unmasked Estep 
Score: -22676700.000000 Penalty: 3965.254639
	Iteration 0F: 3 clusters Score -2.26767e+07 nChanged 96178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98921 members 
Mstep: Class 2 contains 100024 members 
Entering Unmasked Estep 
Score: -22734240.000000 Penalty: 3965.254639
	Iteration 1F: 3 clusters Score -2.273424e+07 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97601 members 
Mstep: Class 2 contains 101344 members 
Entering Unmasked Estep 
Score: -22735948.000000 Penalty: 3965.254639
	Iteration 2Q: 3 clusters Score -2.273595e+07 nChanged 7347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95344 members 
Mstep: Class 2 contains 103601 members 
Entering Unmasked Estep 
Score: -22738550.000000 Penalty: 3965.254639
	Iteration 3Q: 3 clusters Score -2.273855e+07 nChanged 8932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91774 members 
Mstep: Class 2 contains 107171 members 
Entering Unmasked Estep 
Score: -22742652.000000 Penalty: 3965.254639
	Iteration 4Q: 3 clusters Score -2.274265e+07 nChanged 10949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86939 members 
Mstep: Class 2 contains 112006 members 
Entering Unmasked Estep 
Score: -22748648.000000 Penalty: 3965.254639
	Iteration 5F: 3 clusters Score -2.274865e+07 nChanged 12534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81461 members 
Mstep: Class 2 contains 117484 members 
Entering Unmasked Estep 
Score: -22757094.000000 Penalty: 3965.254639
	Iteration 6F: 3 clusters Score -2.275709e+07 nChanged 12887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76596 members 
Mstep: Class 2 contains 122349 members 
Entering Unmasked Estep 
Score: -22766320.000000 Penalty: 3965.254639
	Iteration 7F: 3 clusters Score -2.276632e+07 nChanged 11490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72928 members 
Mstep: Class 2 contains 126017 members 
Entering Unmasked Estep 
Score: -22772964.000000 Penalty: 3965.254639
	Iteration 8F: 3 clusters Score -2.277296e+07 nChanged 8133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70211 members 
Mstep: Class 2 contains 128734 members 
Entering Unmasked Estep 
Score: -22776048.000000 Penalty: 3965.254639
	Iteration 9Q: 3 clusters Score -2.277605e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67566 members 
Mstep: Class 2 contains 131379 members 
Entering Unmasked Estep 
Score: -22777118.000000 Penalty: 3965.254639
	Iteration 10Q: 3 clusters Score -2.277712e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64823 members 
Mstep: Class 2 contains 134122 members 
Entering Unmasked Estep 
Score: -22777668.000000 Penalty: 3965.254639
	Iteration 11Q: 3 clusters Score -2.277767e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61876 members 
Mstep: Class 2 contains 137069 members 
Entering Unmasked Estep 
Score: -22778324.000000 Penalty: 3965.254639
	Iteration 12Q: 3 clusters Score -2.277832e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58721 members 
Mstep: Class 2 contains 140224 members 
Entering Unmasked Estep 
Score: -22779088.000000 Penalty: 3965.254639
	Iteration 13Q: 3 clusters Score -2.277909e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55483 members 
Mstep: Class 2 contains 143462 members 
Entering Unmasked Estep 
Score: -22780026.000000 Penalty: 3965.254639
	Iteration 14Q: 3 clusters Score -2.278003e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52106 members 
Mstep: Class 2 contains 146839 members 
Entering Unmasked Estep 
Score: -22780586.000000 Penalty: 3965.254639
	Iteration 15Q: 3 clusters Score -2.278059e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48742 members 
Mstep: Class 2 contains 150203 members 
Entering Unmasked Estep 
Score: -22781380.000000 Penalty: 3965.254639
	Iteration 16Q: 3 clusters Score -2.278138e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45315 members 
Mstep: Class 2 contains 153630 members 
Entering Unmasked Estep 
Score: -22782168.000000 Penalty: 3965.254639
	Iteration 17Q: 3 clusters Score -2.278217e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41890 members 
Mstep: Class 2 contains 157055 members 
Entering Unmasked Estep 
Score: -22783160.000000 Penalty: 3965.254639
	Iteration 18Q: 3 clusters Score -2.278316e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38616 members 
Mstep: Class 2 contains 160329 members 
Entering Unmasked Estep 
Score: -22783966.000000 Penalty: 3965.254639
	Iteration 19Q: 3 clusters Score -2.278397e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35362 members 
Mstep: Class 2 contains 163583 members 
Entering Unmasked Estep 
Score: -22784618.000000 Penalty: 3965.254639
	Iteration 20F: 3 clusters Score -2.278462e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32057 members 
Mstep: Class 2 contains 166888 members 
Entering Unmasked Estep 
Score: -22785122.000000 Penalty: 3965.254639
	Iteration 21Q: 3 clusters Score -2.278512e+07 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 170255 members 
Entering Unmasked Estep 
Score: -22785408.000000 Penalty: 3965.254639
	Iteration 22Q: 3 clusters Score -2.278541e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 173598 members 
Entering Unmasked Estep 
Score: -22785654.000000 Penalty: 3965.254639
	Iteration 23Q: 3 clusters Score -2.278565e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 176795 members 
Entering Unmasked Estep 
Score: -22785928.000000 Penalty: 3965.254639
	Iteration 24Q: 3 clusters Score -2.278593e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 179820 members 
Entering Unmasked Estep 
Score: -22785830.000000 Penalty: 3965.254639
	Iteration 25Q: 3 clusters Score -2.278583e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 182512 members 
Entering Unmasked Estep 
Score: -22786242.000000 Penalty: 3965.254639
	Iteration 26Q: 3 clusters Score -2.278624e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 185086 members 
Entering Unmasked Estep 
Score: -22786640.000000 Penalty: 3965.254639
	Iteration 27Q: 3 clusters Score -2.278664e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 187456 members 
Entering Unmasked Estep 
Score: -22786842.000000 Penalty: 3965.254639
	Iteration 28Q: 3 clusters Score -2.278684e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 189540 members 
Entering Unmasked Estep 
Score: -22786518.000000 Penalty: 3965.254639
	Iteration 29Q: 3 clusters Score -2.278652e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 191245 members 
Entering Unmasked Estep 
Score: -22786216.000000 Penalty: 3965.254639
	Iteration 30Q: 3 clusters Score -2.278622e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 192606 members 
Entering Unmasked Estep 
Score: -22785760.000000 Penalty: 3965.254639
	Iteration 31Q: 3 clusters Score -2.278576e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 193691 members 
Entering Unmasked Estep 
Score: -22785548.000000 Penalty: 3965.254639
	Iteration 32Q: 3 clusters Score -2.278555e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 194554 members 
Entering Unmasked Estep 
Score: -22785176.000000 Penalty: 3965.254639
	Iteration 33Q: 3 clusters Score -2.278518e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 195171 members 
Entering Unmasked Estep 
Score: -22784956.000000 Penalty: 3965.254639
	Iteration 34Q: 3 clusters Score -2.278496e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 195669 members 
Entering Unmasked Estep 
Score: -22784784.000000 Penalty: 3965.254639
	Iteration 35Q: 3 clusters Score -2.278478e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 196053 members 
Entering Unmasked Estep 
Score: -22784588.000000 Penalty: 3965.254639
	Iteration 36Q: 3 clusters Score -2.278459e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 196336 members 
Entering Unmasked Estep 
Score: -22784492.000000 Penalty: 3965.254639
	Iteration 37Q: 3 clusters Score -2.278449e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 196551 members 
Entering Unmasked Estep 
Score: -22784420.000000 Penalty: 3965.254639
	Iteration 38Q: 3 clusters Score -2.278442e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 196713 members 
Entering Unmasked Estep 
Score: -22784386.000000 Penalty: 3965.254639
	Iteration 39Q: 3 clusters Score -2.278439e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 196854 members 
Entering Unmasked Estep 
Score: -22784350.000000 Penalty: 3965.254639
	Iteration 40F: 3 clusters Score -2.278435e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 196960 members 
Entering Unmasked Estep 
Score: -22784312.000000 Penalty: 3965.254639
	Iteration 41Q: 3 clusters Score -2.278431e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 197030 members 
Entering Unmasked Estep 
Score: -22784292.000000 Penalty: 3965.254639
	Iteration 42Q: 3 clusters Score -2.278429e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 197094 members 
Entering Unmasked Estep 
Score: -22784248.000000 Penalty: 3965.254639
	Iteration 43Q: 3 clusters Score -2.278425e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 197137 members 
Entering Unmasked Estep 
Score: -22784238.000000 Penalty: 3965.254639
	Iteration 44Q: 3 clusters Score -2.278424e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 197170 members 
Entering Unmasked Estep 
Score: -22784184.000000 Penalty: 3965.254639
	Iteration 45Q: 3 clusters Score -2.278418e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 197204 members 
Entering Unmasked Estep 
Score: -22784214.000000 Penalty: 3965.254639
	Iteration 46Q: 3 clusters Score -2.278421e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 197233 members 
Entering Unmasked Estep 
Score: -22784222.000000 Penalty: 3965.254639
	Iteration 47Q: 3 clusters Score -2.278422e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 197255 members 
Entering Unmasked Estep 
Score: -22784202.000000 Penalty: 3965.254639
	Iteration 48Q: 3 clusters Score -2.27842e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 197274 members 
Entering Unmasked Estep 
Score: -22784174.000000 Penalty: 3965.254639
	Iteration 49Q: 3 clusters Score -2.278417e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 197287 members 
Entering Unmasked Estep 
Score: -22784182.000000 Penalty: 3965.254639
	Iteration 50Q: 3 clusters Score -2.278418e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 197304 members 
Entering Unmasked Estep 
Score: -22784178.000000 Penalty: 3965.254639
	Iteration 51Q: 3 clusters Score -2.278418e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 197316 members 
Entering Unmasked Estep 
Score: -22784154.000000 Penalty: 3965.254639
	Iteration 52Q: 3 clusters Score -2.278415e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 197325 members 
Entering Unmasked Estep 
Score: -22784168.000000 Penalty: 3965.254639
	Iteration 53Q: 3 clusters Score -2.278417e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 197338 members 
Entering Unmasked Estep 
Score: -22784156.000000 Penalty: 3965.254639
	Iteration 54Q: 3 clusters Score -2.278416e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 197347 members 
Entering Unmasked Estep 
Score: -22784156.000000 Penalty: 3965.254639
	Iteration 55Q: 3 clusters Score -2.278416e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 197359 members 
Entering Unmasked Estep 
Score: -22784164.000000 Penalty: 3965.254639
	Iteration 56Q: 3 clusters Score -2.278416e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 197363 members 
Entering Unmasked Estep 
Score: -22784172.000000 Penalty: 3965.254639
	Iteration 57Q: 3 clusters Score -2.278417e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 197379 members 
Entering Unmasked Estep 
Score: -22784156.000000 Penalty: 3965.254639
	Iteration 58Q: 3 clusters Score -2.278416e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 197392 members 
Entering Unmasked Estep 
Score: -22784156.000000 Penalty: 3965.254639
	Iteration 59Q: 3 clusters Score -2.278416e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 197412 members 
Entering Unmasked Estep 
Score: -22784156.000000 Penalty: 3965.254639
	Iteration 60F: 3 clusters Score -2.278416e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 197426 members 
Entering Unmasked Estep 
Score: -22784150.000000 Penalty: 3965.254639
	Iteration 61Q: 3 clusters Score -2.278415e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 197438 members 
Entering Unmasked Estep 
Score: -22784116.000000 Penalty: 3965.254639
	Iteration 62Q: 3 clusters Score -2.278412e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 197446 members 
Entering Unmasked Estep 
Score: -22784128.000000 Penalty: 3965.254639
	Iteration 63Q: 3 clusters Score -2.278413e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 197456 members 
Entering Unmasked Estep 
Score: -22784124.000000 Penalty: 3965.254639
	Iteration 64Q: 3 clusters Score -2.278412e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 197458 members 
Entering Unmasked Estep 
Score: -22784112.000000 Penalty: 3965.254639
	Iteration 65Q: 3 clusters Score -2.278411e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 197457 members 
Entering Unmasked Estep 
Score: -22784114.000000 Penalty: 3965.254639
	Iteration 66Q: 3 clusters Score -2.278411e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 197463 members 
Entering Unmasked Estep 
Score: -22784112.000000 Penalty: 3965.254639
	Iteration 67Q: 3 clusters Score -2.278411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 197465 members 
Entering Unmasked Estep 
Score: -22784102.000000 Penalty: 3965.254639
	Iteration 68Q: 3 clusters Score -2.27841e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 197467 members 
Entering Unmasked Estep 
Score: -22784096.000000 Penalty: 3965.254639
	Iteration 69Q: 3 clusters Score -2.27841e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 197471 members 
Entering Unmasked Estep 
Score: -22784096.000000 Penalty: 3965.254639
	Iteration 70Q: 3 clusters Score -2.27841e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 197473 members 
Entering Unmasked Estep 
Score: -22784114.000000 Penalty: 3965.254639
	Iteration 71Q: 3 clusters Score -2.278411e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 197470 members 
Entering Unmasked Estep 
Score: -22784112.000000 Penalty: 3965.254639
	Iteration 72Q: 3 clusters Score -2.278411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 197470 members 
Entering Unmasked Estep 
Score: -22784096.000000 Penalty: 3965.254639
	Iteration 73Q: 3 clusters Score -2.27841e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 197475 members 
Entering Unmasked Estep 
Score: -22784098.000000 Penalty: 3965.254639
	Iteration 74Q: 3 clusters Score -2.27841e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 197476 members 
Entering Unmasked Estep 
Score: -22784096.000000 Penalty: 3965.254639
	Iteration 75Q: 3 clusters Score -2.27841e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 197479 members 
Entering Unmasked Estep 
Score: -22784114.000000 Penalty: 3965.254639
	Iteration 76Q: 3 clusters Score -2.278411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 197481 members 
Entering Unmasked Estep 
Score: -22784102.000000 Penalty: 3965.254639
	Iteration 77Q: 3 clusters Score -2.27841e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 197483 members 
Entering Unmasked Estep 
Score: -22784102.000000 Penalty: 3965.254639
	Iteration 78Q: 3 clusters Score -2.27841e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 197486 members 
Entering Unmasked Estep 
Score: -22784102.000000 Penalty: 3965.254639
	Iteration 79Q: 3 clusters Score -2.27841e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 197488 members 
Entering Unmasked Estep 
Score: -22784090.000000 Penalty: 3965.254639
	Iteration 80F: 3 clusters Score -2.278409e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 197487 members 
Entering Unmasked Estep 
Score: -22784094.000000 Penalty: 3965.254639
	Iteration 81Q: 3 clusters Score -2.278409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 197485 members 
Entering Unmasked Estep 
Score: -22784090.000000 Penalty: 3965.254639
	Iteration 82Q: 3 clusters Score -2.278409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 197487 members 
Entering Unmasked Estep 
Score: -22784106.000000 Penalty: 3965.254639
	Iteration 83Q: 3 clusters Score -2.278411e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 197488 members 
Entering Unmasked Estep 
Score: -22784116.000000 Penalty: 3965.254639
	Iteration 84Q: 3 clusters Score -2.278412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 197487 members 
Entering Unmasked Estep 
Score: -22784110.000000 Penalty: 3965.254639
	Iteration 85Q: 3 clusters Score -2.278411e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 197486 members 
Entering Unmasked Estep 
Score: -22784116.000000 Penalty: 3965.254639
	Iteration 86Q: 3 clusters Score -2.278412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 197485 members 
Entering Unmasked Estep 
Score: -22784114.000000 Penalty: 3965.254639
	Iteration 87Q: 3 clusters Score -2.278411e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 197484 members 
Entering Unmasked Estep 
Score: -22784120.000000 Penalty: 3965.254639
	Iteration 88Q: 3 clusters Score -2.278412e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 197484 members 
Entering Unmasked Estep 
Score: -22784120.000000 Penalty: 3965.254639
	Iteration 89F: 3 clusters Score -2.278412e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 1461 members 
Mstep: Class 3 contains 89519 members 
Mstep: Class 4 contains 16107 members 
Mstep: Class 5 contains 125372 members 
Mstep: Class 6 contains 43735 members 
Mstep: Class 7 contains 105671 members 
Mstep: Class 8 contains 29895 members 
Mstep: Class 9 contains 37820 members 
Mstep: Class 10 contains 9509 members 
Mstep: Class 11 contains 428 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 7855 members 
Mstep: Class 14 contains 771 members 
Mstep: Class 15 contains 17646 members 
Mstep: Class 16 contains 72609 members 
Mstep: Class 17 contains 111639 members 
Mstep: Class 18 contains 126470 members 
Mstep: Class 19 contains 3492 members 
Mstep: Class 20 contains 93176 members 
Mstep: Class 21 contains 33809 members 
Mstep: Class 22 contains 61971 members 
Mstep: Class 23 contains 18449 members 
Mstep: Class 24 contains 4777 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 1134 members 
Mstep: Class 28 contains 103175 members 
Mstep: Class 29 contains 5448 members 
Mstep: Class 30 contains 9381 members 
Mstep: Class 31 contains 78977 members 
Mstep: Class 32 contains 4372 members 
Mstep: Class 33 contains 36542 members 
Mstep: Class 34 contains 498 members 
Mstep: Class 35 contains 489 members 
Mstep: Class 36 contains 1567 members 
Mstep: Class 37 contains 68693 members 
Mstep: Class 38 contains 1256 members 
Mstep: Class 39 contains 21588 members 
Mstep: Class 40 contains 922 members 
Mstep: Class 41 contains 354 members 
Mstep: Class 42 contains 1396 members 
Mstep: Class 43 contains 25831 members 
Mstep: Class 44 contains 120500 members 
Mstep: Class 45 contains 197484 members 
Entering Unmasked Estep 
Score: -194674960.000000 Penalty: 105003.914062
Splitting cluster 2 changes total score from -194676432.000000 to -194674960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (89519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89519 members 
Entering Unmasked Estep 
Score: -10642572.000000 Penalty: 1852.858521
	Iteration 0F: 2 clusters Score -1.064257e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44711 members 
Mstep: Class 2 contains 44808 members 
Entering Unmasked Estep 
Score: -10583438.000000 Penalty: 3705.717041
	Iteration 0F: 3 clusters Score -1.058344e+07 nChanged 42638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42881 members 
Mstep: Class 2 contains 46638 members 
Entering Unmasked Estep 
Score: -10608423.000000 Penalty: 3705.717041
	Iteration 1F: 3 clusters Score -1.060842e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42252 members 
Mstep: Class 2 contains 47267 members 
Entering Unmasked Estep 
Score: -10609744.000000 Penalty: 3705.717041
	Iteration 2Q: 3 clusters Score -1.060974e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41142 members 
Mstep: Class 2 contains 48377 members 
Entering Unmasked Estep 
Score: -10611642.000000 Penalty: 3705.717041
	Iteration 3Q: 3 clusters Score -1.061164e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39229 members 
Mstep: Class 2 contains 50290 members 
Entering Unmasked Estep 
Score: -10614368.000000 Penalty: 3705.717041
	Iteration 4F: 3 clusters Score -1.061437e+07 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36203 members 
Mstep: Class 2 contains 53316 members 
Entering Unmasked Estep 
Score: -10618276.000000 Penalty: 3705.717041
	Iteration 5F: 3 clusters Score -1.061828e+07 nChanged 6749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 57415 members 
Entering Unmasked Estep 
Score: -10624541.000000 Penalty: 3705.717041
	Iteration 6F: 3 clusters Score -1.062454e+07 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28424 members 
Mstep: Class 2 contains 61095 members 
Entering Unmasked Estep 
Score: -10631353.000000 Penalty: 3705.717041
	Iteration 7F: 3 clusters Score -1.063135e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 63384 members 
Entering Unmasked Estep 
Score: -10635145.000000 Penalty: 3705.717041
	Iteration 8F: 3 clusters Score -1.063514e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 64892 members 
Entering Unmasked Estep 
Score: -10636296.000000 Penalty: 3705.717041
	Iteration 9Q: 3 clusters Score -1.06363e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 66122 members 
Entering Unmasked Estep 
Score: -10636929.000000 Penalty: 3705.717041
	Iteration 10Q: 3 clusters Score -1.063693e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 67250 members 
Entering Unmasked Estep 
Score: -10637227.000000 Penalty: 3705.717041
	Iteration 11Q: 3 clusters Score -1.063723e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 68313 members 
Entering Unmasked Estep 
Score: -10637514.000000 Penalty: 3705.717041
	Iteration 12Q: 3 clusters Score -1.063751e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 69286 members 
Entering Unmasked Estep 
Score: -10637759.000000 Penalty: 3705.717041
	Iteration 13Q: 3 clusters Score -1.063776e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 70212 members 
Entering Unmasked Estep 
Score: -10637947.000000 Penalty: 3705.717041
	Iteration 14Q: 3 clusters Score -1.063795e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 71071 members 
Entering Unmasked Estep 
Score: -10638172.000000 Penalty: 3705.717041
	Iteration 15Q: 3 clusters Score -1.063817e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 71944 members 
Entering Unmasked Estep 
Score: -10638299.000000 Penalty: 3705.717041
	Iteration 16Q: 3 clusters Score -1.06383e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 72834 members 
Entering Unmasked Estep 
Score: -10638506.000000 Penalty: 3705.717041
	Iteration 17Q: 3 clusters Score -1.063851e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 73656 members 
Entering Unmasked Estep 
Score: -10638697.000000 Penalty: 3705.717041
	Iteration 18Q: 3 clusters Score -1.06387e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 74460 members 
Entering Unmasked Estep 
Score: -10638849.000000 Penalty: 3705.717041
	Iteration 19Q: 3 clusters Score -1.063885e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 75231 members 
Entering Unmasked Estep 
Score: -10638944.000000 Penalty: 3705.717041
	Iteration 20F: 3 clusters Score -1.063894e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 75962 members 
Entering Unmasked Estep 
Score: -10639145.000000 Penalty: 3705.717041
	Iteration 21Q: 3 clusters Score -1.063914e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 76640 members 
Entering Unmasked Estep 
Score: -10639341.000000 Penalty: 3705.717041
	Iteration 22Q: 3 clusters Score -1.063934e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 77268 members 
Entering Unmasked Estep 
Score: -10639487.000000 Penalty: 3705.717041
	Iteration 23Q: 3 clusters Score -1.063949e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 77861 members 
Entering Unmasked Estep 
Score: -10639587.000000 Penalty: 3705.717041
	Iteration 24Q: 3 clusters Score -1.063959e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 78436 members 
Entering Unmasked Estep 
Score: -10639622.000000 Penalty: 3705.717041
	Iteration 25Q: 3 clusters Score -1.063962e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 79033 members 
Entering Unmasked Estep 
Score: -10639730.000000 Penalty: 3705.717041
	Iteration 26Q: 3 clusters Score -1.063973e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 79615 members 
Entering Unmasked Estep 
Score: -10639817.000000 Penalty: 3705.717041
	Iteration 27Q: 3 clusters Score -1.063982e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 80153 members 
Entering Unmasked Estep 
Score: -10639901.000000 Penalty: 3705.717041
	Iteration 28Q: 3 clusters Score -1.06399e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 80659 members 
Entering Unmasked Estep 
Score: -10639995.000000 Penalty: 3705.717041
	Iteration 29Q: 3 clusters Score -1.064e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 81182 members 
Entering Unmasked Estep 
Score: -10640072.000000 Penalty: 3705.717041
	Iteration 30Q: 3 clusters Score -1.064007e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 81682 members 
Entering Unmasked Estep 
Score: -10640211.000000 Penalty: 3705.717041
	Iteration 31Q: 3 clusters Score -1.064021e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 82179 members 
Entering Unmasked Estep 
Score: -10640315.000000 Penalty: 3705.717041
	Iteration 32Q: 3 clusters Score -1.064032e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 82614 members 
Entering Unmasked Estep 
Score: -10640391.000000 Penalty: 3705.717041
	Iteration 33Q: 3 clusters Score -1.064039e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 83011 members 
Entering Unmasked Estep 
Score: -10640476.000000 Penalty: 3705.717041
	Iteration 34Q: 3 clusters Score -1.064048e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 83387 members 
Entering Unmasked Estep 
Score: -10640562.000000 Penalty: 3705.717041
	Iteration 35Q: 3 clusters Score -1.064056e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 83753 members 
Entering Unmasked Estep 
Score: -10640621.000000 Penalty: 3705.717041
	Iteration 36Q: 3 clusters Score -1.064062e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 84104 members 
Entering Unmasked Estep 
Score: -10640721.000000 Penalty: 3705.717041
	Iteration 37Q: 3 clusters Score -1.064072e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 84455 members 
Entering Unmasked Estep 
Score: -10640837.000000 Penalty: 3705.717041
	Iteration 38Q: 3 clusters Score -1.064084e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 84805 members 
Entering Unmasked Estep 
Score: -10640920.000000 Penalty: 3705.717041
	Iteration 39Q: 3 clusters Score -1.064092e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 85147 members 
Entering Unmasked Estep 
Score: -10641108.000000 Penalty: 3705.717041
	Iteration 40F: 3 clusters Score -1.064111e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 85456 members 
Entering Unmasked Estep 
Score: -10641260.000000 Penalty: 3705.717041
	Iteration 41Q: 3 clusters Score -1.064126e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 85714 members 
Entering Unmasked Estep 
Score: -10641326.000000 Penalty: 3705.717041
	Iteration 42Q: 3 clusters Score -1.064133e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 85950 members 
Entering Unmasked Estep 
Score: -10641436.000000 Penalty: 3705.717041
	Iteration 43Q: 3 clusters Score -1.064144e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 86147 members 
Entering Unmasked Estep 
Score: -10641468.000000 Penalty: 3705.717041
	Iteration 44Q: 3 clusters Score -1.064147e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 86321 members 
Entering Unmasked Estep 
Score: -10641539.000000 Penalty: 3705.717041
	Iteration 45Q: 3 clusters Score -1.064154e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 86451 members 
Entering Unmasked Estep 
Score: -10641550.000000 Penalty: 3705.717041
	Iteration 46Q: 3 clusters Score -1.064155e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 86572 members 
Entering Unmasked Estep 
Score: -10641593.000000 Penalty: 3705.717041
	Iteration 47Q: 3 clusters Score -1.064159e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 86673 members 
Entering Unmasked Estep 
Score: -10641604.000000 Penalty: 3705.717041
	Iteration 48Q: 3 clusters Score -1.06416e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 86758 members 
Entering Unmasked Estep 
Score: -10641599.000000 Penalty: 3705.717041
	Iteration 49Q: 3 clusters Score -1.06416e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 86830 members 
Entering Unmasked Estep 
Score: -10641623.000000 Penalty: 3705.717041
	Iteration 50Q: 3 clusters Score -1.064162e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 86887 members 
Entering Unmasked Estep 
Score: -10641629.000000 Penalty: 3705.717041
	Iteration 51Q: 3 clusters Score -1.064163e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 86928 members 
Entering Unmasked Estep 
Score: -10641653.000000 Penalty: 3705.717041
	Iteration 52Q: 3 clusters Score -1.064165e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 86961 members 
Entering Unmasked Estep 
Score: -10641667.000000 Penalty: 3705.717041
	Iteration 53Q: 3 clusters Score -1.064167e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 86991 members 
Entering Unmasked Estep 
Score: -10641681.000000 Penalty: 3705.717041
	Iteration 54Q: 3 clusters Score -1.064168e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 87024 members 
Entering Unmasked Estep 
Score: -10641687.000000 Penalty: 3705.717041
	Iteration 55Q: 3 clusters Score -1.064169e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 87049 members 
Entering Unmasked Estep 
Score: -10641687.000000 Penalty: 3705.717041
	Iteration 56Q: 3 clusters Score -1.064169e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 87070 members 
Entering Unmasked Estep 
Score: -10641694.000000 Penalty: 3705.717041
	Iteration 57Q: 3 clusters Score -1.064169e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 87090 members 
Entering Unmasked Estep 
Score: -10641698.000000 Penalty: 3705.717041
	Iteration 58Q: 3 clusters Score -1.06417e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 87115 members 
Entering Unmasked Estep 
Score: -10641684.000000 Penalty: 3705.717041
	Iteration 59Q: 3 clusters Score -1.064168e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 87132 members 
Entering Unmasked Estep 
Score: -10641693.000000 Penalty: 3705.717041
	Iteration 60F: 3 clusters Score -1.064169e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 87147 members 
Entering Unmasked Estep 
Score: -10641683.000000 Penalty: 3705.717041
	Iteration 61Q: 3 clusters Score -1.064168e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 87165 members 
Entering Unmasked Estep 
Score: -10641690.000000 Penalty: 3705.717041
	Iteration 62Q: 3 clusters Score -1.064169e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 87184 members 
Entering Unmasked Estep 
Score: -10641683.000000 Penalty: 3705.717041
	Iteration 63Q: 3 clusters Score -1.064168e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 87201 members 
Entering Unmasked Estep 
Score: -10641692.000000 Penalty: 3705.717041
	Iteration 64Q: 3 clusters Score -1.064169e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 87213 members 
Entering Unmasked Estep 
Score: -10641692.000000 Penalty: 3705.717041
	Iteration 65Q: 3 clusters Score -1.064169e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 87224 members 
Entering Unmasked Estep 
Score: -10641697.000000 Penalty: 3705.717041
	Iteration 66Q: 3 clusters Score -1.06417e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 87233 members 
Entering Unmasked Estep 
Score: -10641701.000000 Penalty: 3705.717041
	Iteration 67Q: 3 clusters Score -1.06417e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 87241 members 
Entering Unmasked Estep 
Score: -10641701.000000 Penalty: 3705.717041
	Iteration 68Q: 3 clusters Score -1.06417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 87245 members 
Entering Unmasked Estep 
Score: -10641712.000000 Penalty: 3705.717041
	Iteration 69Q: 3 clusters Score -1.064171e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 87249 members 
Entering Unmasked Estep 
Score: -10641715.000000 Penalty: 3705.717041
	Iteration 70Q: 3 clusters Score -1.064172e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 87252 members 
Entering Unmasked Estep 
Score: -10641699.000000 Penalty: 3705.717041
	Iteration 71Q: 3 clusters Score -1.06417e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 87258 members 
Entering Unmasked Estep 
Score: -10641698.000000 Penalty: 3705.717041
	Iteration 72Q: 3 clusters Score -1.06417e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 87264 members 
Entering Unmasked Estep 
Score: -10641708.000000 Penalty: 3705.717041
	Iteration 73Q: 3 clusters Score -1.064171e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 87269 members 
Entering Unmasked Estep 
Score: -10641724.000000 Penalty: 3705.717041
	Iteration 74Q: 3 clusters Score -1.064172e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 87275 members 
Entering Unmasked Estep 
Score: -10641733.000000 Penalty: 3705.717041
	Iteration 75Q: 3 clusters Score -1.064173e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 87283 members 
Entering Unmasked Estep 
Score: -10641713.000000 Penalty: 3705.717041
	Iteration 76Q: 3 clusters Score -1.064171e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 87291 members 
Entering Unmasked Estep 
Score: -10641710.000000 Penalty: 3705.717041
	Iteration 77Q: 3 clusters Score -1.064171e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 87297 members 
Entering Unmasked Estep 
Score: -10641717.000000 Penalty: 3705.717041
	Iteration 78Q: 3 clusters Score -1.064172e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 87303 members 
Entering Unmasked Estep 
Score: -10641711.000000 Penalty: 3705.717041
	Iteration 79Q: 3 clusters Score -1.064171e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 87308 members 
Entering Unmasked Estep 
Score: -10641722.000000 Penalty: 3705.717041
	Iteration 80F: 3 clusters Score -1.064172e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 87313 members 
Entering Unmasked Estep 
Score: -10641726.000000 Penalty: 3705.717041
	Iteration 81Q: 3 clusters Score -1.064173e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 87322 members 
Entering Unmasked Estep 
Score: -10641734.000000 Penalty: 3705.717041
	Iteration 82Q: 3 clusters Score -1.064173e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 87329 members 
Entering Unmasked Estep 
Score: -10641724.000000 Penalty: 3705.717041
	Iteration 83Q: 3 clusters Score -1.064172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 87331 members 
Entering Unmasked Estep 
Score: -10641722.000000 Penalty: 3705.717041
	Iteration 84Q: 3 clusters Score -1.064172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 87332 members 
Entering Unmasked Estep 
Score: -10641719.000000 Penalty: 3705.717041
	Iteration 85Q: 3 clusters Score -1.064172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 87333 members 
Entering Unmasked Estep 
Score: -10641722.000000 Penalty: 3705.717041
	Iteration 86Q: 3 clusters Score -1.064172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 87334 members 
Entering Unmasked Estep 
Score: -10641715.000000 Penalty: 3705.717041
	Iteration 87Q: 3 clusters Score -1.064172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 87335 members 
Entering Unmasked Estep 
Score: -10641715.000000 Penalty: 3705.717041
	Iteration 88Q: 3 clusters Score -1.064172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 87336 members 
Entering Unmasked Estep 
Score: -10641720.000000 Penalty: 3705.717041
	Iteration 89Q: 3 clusters Score -1.064172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 87338 members 
Entering Unmasked Estep 
Score: -10641716.000000 Penalty: 3705.717041
	Iteration 90Q: 3 clusters Score -1.064172e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 87338 members 
Entering Unmasked Estep 
Score: -10641716.000000 Penalty: 3705.717041
	Iteration 91F: 3 clusters Score -1.064172e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Entering Unmasked Estep 
Score: -1874542.625000 Penalty: 1574.138916
	Iteration 0F: 2 clusters Score -1874543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1863461.000000 Penalty: 3148.277832
	Iteration 0F: 3 clusters Score -1863461 nChanged 7238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1867208.500000 Penalty: 3148.277832
	Iteration 1F: 3 clusters Score -1867208 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1867503.250000 Penalty: 3148.277832
	Iteration 2F: 3 clusters Score -1867503 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1867754.875000 Penalty: 3148.277832
	Iteration 3Q: 3 clusters Score -1867755 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1867993.625000 Penalty: 3148.277832
	Iteration 4Q: 3 clusters Score -1867994 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1868235.875000 Penalty: 3148.277832
	Iteration 5Q: 3 clusters Score -1868236 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1868485.625000 Penalty: 3148.277832
	Iteration 6Q: 3 clusters Score -1868486 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1868748.250000 Penalty: 3148.277832
	Iteration 7Q: 3 clusters Score -1868748 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1869064.500000 Penalty: 3148.277832
	Iteration 8Q: 3 clusters Score -1869064 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1869516.125000 Penalty: 3148.277832
	Iteration 9Q: 3 clusters Score -1869516 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1870008.250000 Penalty: 3148.277832
	Iteration 10Q: 3 clusters Score -1870008 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1870548.625000 Penalty: 3148.277832
	Iteration 11Q: 3 clusters Score -1870549 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1871129.500000 Penalty: 3148.277832
	Iteration 12Q: 3 clusters Score -1871130 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1871610.750000 Penalty: 3148.277832
	Iteration 13Q: 3 clusters Score -1871611 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1871909.125000 Penalty: 3148.277832
	Iteration 14Q: 3 clusters Score -1871909 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1872065.750000 Penalty: 3148.277832
	Iteration 15Q: 3 clusters Score -1872066 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1872173.000000 Penalty: 3148.277832
	Iteration 16Q: 3 clusters Score -1872173 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1872248.875000 Penalty: 3148.277832
	Iteration 17Q: 3 clusters Score -1872249 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1872304.500000 Penalty: 3148.277832
	Iteration 18Q: 3 clusters Score -1872304 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1872355.500000 Penalty: 3148.277832
	Iteration 19Q: 3 clusters Score -1872356 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1872391.000000 Penalty: 3148.277832
	Iteration 20F: 3 clusters Score -1872391 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1872424.000000 Penalty: 3148.277832
	Iteration 21Q: 3 clusters Score -1872424 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1872458.250000 Penalty: 3148.277832
	Iteration 22Q: 3 clusters Score -1872458 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1872496.375000 Penalty: 3148.277832
	Iteration 23Q: 3 clusters Score -1872496 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1872528.375000 Penalty: 3148.277832
	Iteration 24Q: 3 clusters Score -1872528 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1872559.875000 Penalty: 3148.277832
	Iteration 25Q: 3 clusters Score -1872560 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1872582.375000 Penalty: 3148.277832
	Iteration 26Q: 3 clusters Score -1872582 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1872605.500000 Penalty: 3148.277832
	Iteration 27Q: 3 clusters Score -1872606 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1872625.500000 Penalty: 3148.277832
	Iteration 28Q: 3 clusters Score -1872626 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1872637.000000 Penalty: 3148.277832
	Iteration 29Q: 3 clusters Score -1872637 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1872653.500000 Penalty: 3148.277832
	Iteration 30Q: 3 clusters Score -1872654 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1872660.250000 Penalty: 3148.277832
	Iteration 31Q: 3 clusters Score -1872660 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1872671.125000 Penalty: 3148.277832
	Iteration 32Q: 3 clusters Score -1872671 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1872686.875000 Penalty: 3148.277832
	Iteration 33Q: 3 clusters Score -1872687 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1872700.500000 Penalty: 3148.277832
	Iteration 34Q: 3 clusters Score -1872700 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1872705.125000 Penalty: 3148.277832
	Iteration 35Q: 3 clusters Score -1872705 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1872714.750000 Penalty: 3148.277832
	Iteration 36Q: 3 clusters Score -1872715 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1872721.250000 Penalty: 3148.277832
	Iteration 37Q: 3 clusters Score -1872721 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1872731.125000 Penalty: 3148.277832
	Iteration 38Q: 3 clusters Score -1872731 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1872731.000000 Penalty: 3148.277832
	Iteration 39Q: 3 clusters Score -1872731 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1872740.000000 Penalty: 3148.277832
	Iteration 40F: 3 clusters Score -1872740 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1872750.000000 Penalty: 3148.277832
	Iteration 41Q: 3 clusters Score -1872750 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1872758.125000 Penalty: 3148.277832
	Iteration 42Q: 3 clusters Score -1872758 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1872764.000000 Penalty: 3148.277832
	Iteration 43Q: 3 clusters Score -1872764 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1872763.875000 Penalty: 3148.277832
	Iteration 44Q: 3 clusters Score -1872764 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1872774.375000 Penalty: 3148.277832
	Iteration 45Q: 3 clusters Score -1872774 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1872780.250000 Penalty: 3148.277832
	Iteration 46Q: 3 clusters Score -1872780 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1872790.750000 Penalty: 3148.277832
	Iteration 47Q: 3 clusters Score -1872791 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1872801.500000 Penalty: 3148.277832
	Iteration 48Q: 3 clusters Score -1872802 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1872815.375000 Penalty: 3148.277832
	Iteration 49Q: 3 clusters Score -1872815 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1872828.750000 Penalty: 3148.277832
	Iteration 50Q: 3 clusters Score -1872829 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1872839.750000 Penalty: 3148.277832
	Iteration 51Q: 3 clusters Score -1872840 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1872842.750000 Penalty: 3148.277832
	Iteration 52Q: 3 clusters Score -1872843 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1872847.750000 Penalty: 3148.277832
	Iteration 53Q: 3 clusters Score -1872848 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1872851.875000 Penalty: 3148.277832
	Iteration 54Q: 3 clusters Score -1872852 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1872860.750000 Penalty: 3148.277832
	Iteration 55Q: 3 clusters Score -1872861 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1872864.750000 Penalty: 3148.277832
	Iteration 56Q: 3 clusters Score -1872865 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1872872.125000 Penalty: 3148.277832
	Iteration 57Q: 3 clusters Score -1872872 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1872878.625000 Penalty: 3148.277832
	Iteration 58Q: 3 clusters Score -1872879 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1872889.000000 Penalty: 3148.277832
	Iteration 59Q: 3 clusters Score -1872889 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1872895.875000 Penalty: 3148.277832
	Iteration 60F: 3 clusters Score -1872896 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1872903.500000 Penalty: 3148.277832
	Iteration 61Q: 3 clusters Score -1872904 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1872912.000000 Penalty: 3148.277832
	Iteration 62Q: 3 clusters Score -1872912 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1872915.500000 Penalty: 3148.277832
	Iteration 63Q: 3 clusters Score -1872916 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1872924.250000 Penalty: 3148.277832
	Iteration 64Q: 3 clusters Score -1872924 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1872938.250000 Penalty: 3148.277832
	Iteration 65Q: 3 clusters Score -1872938 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1872948.750000 Penalty: 3148.277832
	Iteration 66Q: 3 clusters Score -1872949 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1872956.500000 Penalty: 3148.277832
	Iteration 67Q: 3 clusters Score -1872956 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1872961.375000 Penalty: 3148.277832
	Iteration 68Q: 3 clusters Score -1872961 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1872967.000000 Penalty: 3148.277832
	Iteration 69Q: 3 clusters Score -1872967 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1872977.500000 Penalty: 3148.277832
	Iteration 70Q: 3 clusters Score -1872978 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1872983.500000 Penalty: 3148.277832
	Iteration 71Q: 3 clusters Score -1872984 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1872988.125000 Penalty: 3148.277832
	Iteration 72Q: 3 clusters Score -1872988 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1872995.125000 Penalty: 3148.277832
	Iteration 73Q: 3 clusters Score -1872995 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1872997.375000 Penalty: 3148.277832
	Iteration 74Q: 3 clusters Score -1872997 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1873005.750000 Penalty: 3148.277832
	Iteration 75Q: 3 clusters Score -1873006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1873012.000000 Penalty: 3148.277832
	Iteration 76Q: 3 clusters Score -1873012 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1873021.375000 Penalty: 3148.277832
	Iteration 77Q: 3 clusters Score -1873021 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1873029.875000 Penalty: 3148.277832
	Iteration 78Q: 3 clusters Score -1873030 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1873037.250000 Penalty: 3148.277832
	Iteration 79Q: 3 clusters Score -1873037 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1873043.750000 Penalty: 3148.277832
	Iteration 80F: 3 clusters Score -1873044 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1873053.000000 Penalty: 3148.277832
	Iteration 81Q: 3 clusters Score -1873053 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1873054.500000 Penalty: 3148.277832
	Iteration 82Q: 3 clusters Score -1873054 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1873063.250000 Penalty: 3148.277832
	Iteration 83Q: 3 clusters Score -1873063 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1873070.750000 Penalty: 3148.277832
	Iteration 84Q: 3 clusters Score -1873071 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1873079.125000 Penalty: 3148.277832
	Iteration 85Q: 3 clusters Score -1873079 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1873084.625000 Penalty: 3148.277832
	Iteration 86Q: 3 clusters Score -1873085 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1873083.375000 Penalty: 3148.277832
	Iteration 87Q: 3 clusters Score -1873083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1873088.250000 Penalty: 3148.277832
	Iteration 88Q: 3 clusters Score -1873088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1873089.000000 Penalty: 3148.277832
	Iteration 89Q: 3 clusters Score -1873089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1873088.375000 Penalty: 3148.277832
	Iteration 90Q: 3 clusters Score -1873088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1873094.125000 Penalty: 3148.277832
	Iteration 91Q: 3 clusters Score -1873094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1873101.250000 Penalty: 3148.277832
	Iteration 92Q: 3 clusters Score -1873101 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1873106.000000 Penalty: 3148.277832
	Iteration 93Q: 3 clusters Score -1873106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1873107.250000 Penalty: 3148.277832
	Iteration 94Q: 3 clusters Score -1873107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1873109.750000 Penalty: 3148.277832
	Iteration 95Q: 3 clusters Score -1873110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1873112.000000 Penalty: 3148.277832
	Iteration 96Q: 3 clusters Score -1873112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1873114.625000 Penalty: 3148.277832
	Iteration 97Q: 3 clusters Score -1873115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1873114.625000 Penalty: 3148.277832
	Iteration 98Q: 3 clusters Score -1873115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1873119.875000 Penalty: 3148.277832
	Iteration 99Q: 3 clusters Score -1873120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1873121.000000 Penalty: 3148.277832
	Iteration 100F: 3 clusters Score -1873121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1873120.500000 Penalty: 3148.277832
	Iteration 101Q: 3 clusters Score -1873120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1873120.875000 Penalty: 3148.277832
	Iteration 102Q: 3 clusters Score -1873121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1873122.875000 Penalty: 3148.277832
	Iteration 103Q: 3 clusters Score -1873123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1873126.250000 Penalty: 3148.277832
	Iteration 104Q: 3 clusters Score -1873126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1873126.875000 Penalty: 3148.277832
	Iteration 105Q: 3 clusters Score -1873127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1873129.125000 Penalty: 3148.277832
	Iteration 106Q: 3 clusters Score -1873129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1873133.125000 Penalty: 3148.277832
	Iteration 107Q: 3 clusters Score -1873133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1873132.500000 Penalty: 3148.277832
	Iteration 108Q: 3 clusters Score -1873132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1873136.875000 Penalty: 3148.277832
	Iteration 109Q: 3 clusters Score -1873137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1873137.625000 Penalty: 3148.277832
	Iteration 110Q: 3 clusters Score -1873138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1873141.875000 Penalty: 3148.277832
	Iteration 111Q: 3 clusters Score -1873142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1873143.500000 Penalty: 3148.277832
	Iteration 112Q: 3 clusters Score -1873144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1873143.875000 Penalty: 3148.277832
	Iteration 113Q: 3 clusters Score -1873144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1873146.250000 Penalty: 3148.277832
	Iteration 114Q: 3 clusters Score -1873146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1873144.125000 Penalty: 3148.277832
	Iteration 115Q: 3 clusters Score -1873144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1873147.625000 Penalty: 3148.277832
	Iteration 116Q: 3 clusters Score -1873148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1873148.250000 Penalty: 3148.277832
	Iteration 117Q: 3 clusters Score -1873148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1873150.125000 Penalty: 3148.277832
	Iteration 118Q: 3 clusters Score -1873150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1873149.625000 Penalty: 3148.277832
	Iteration 119Q: 3 clusters Score -1873150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1873151.875000 Penalty: 3148.277832
	Iteration 120F: 3 clusters Score -1873152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1873152.875000 Penalty: 3148.277832
	Iteration 121Q: 3 clusters Score -1873153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1873151.125000 Penalty: 3148.277832
	Iteration 122Q: 3 clusters Score -1873151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1873152.000000 Penalty: 3148.277832
	Iteration 123Q: 3 clusters Score -1873152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1873155.000000 Penalty: 3148.277832
	Iteration 124Q: 3 clusters Score -1873155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1873157.250000 Penalty: 3148.277832
	Iteration 125Q: 3 clusters Score -1873157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1873160.625000 Penalty: 3148.277832
	Iteration 126Q: 3 clusters Score -1873161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1873164.250000 Penalty: 3148.277832
	Iteration 127Q: 3 clusters Score -1873164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1873163.500000 Penalty: 3148.277832
	Iteration 128Q: 3 clusters Score -1873164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1873167.500000 Penalty: 3148.277832
	Iteration 129Q: 3 clusters Score -1873168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1873166.125000 Penalty: 3148.277832
	Iteration 130Q: 3 clusters Score -1873166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1873167.000000 Penalty: 3148.277832
	Iteration 131Q: 3 clusters Score -1873167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1873167.000000 Penalty: 3148.277832
	Iteration 132F: 3 clusters Score -1873167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (125372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125372 members 
Entering Unmasked Estep 
Score: -14795413.000000 Penalty: 1907.594116
	Iteration 0F: 2 clusters Score -1.479541e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62845 members 
Mstep: Class 2 contains 62527 members 
Entering Unmasked Estep 
Score: -14718630.000000 Penalty: 3815.188232
	Iteration 0F: 3 clusters Score -1.471863e+07 nChanged 60496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66747 members 
Mstep: Class 2 contains 58625 members 
Entering Unmasked Estep 
Score: -14754390.000000 Penalty: 3815.188232
	Iteration 1F: 3 clusters Score -1.475439e+07 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68862 members 
Mstep: Class 2 contains 56510 members 
Entering Unmasked Estep 
Score: -14755743.000000 Penalty: 3815.188232
	Iteration 2Q: 3 clusters Score -1.475574e+07 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71849 members 
Mstep: Class 2 contains 53523 members 
Entering Unmasked Estep 
Score: -14757954.000000 Penalty: 3815.188232
	Iteration 3Q: 3 clusters Score -1.475795e+07 nChanged 6633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75708 members 
Mstep: Class 2 contains 49664 members 
Entering Unmasked Estep 
Score: -14761754.000000 Penalty: 3815.188232
	Iteration 4F: 3 clusters Score -1.476175e+07 nChanged 8026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80176 members 
Mstep: Class 2 contains 45196 members 
Entering Unmasked Estep 
Score: -14767695.000000 Penalty: 3815.188232
	Iteration 5F: 3 clusters Score -1.47677e+07 nChanged 8913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84175 members 
Mstep: Class 2 contains 41197 members 
Entering Unmasked Estep 
Score: -14776375.000000 Penalty: 3815.188232
	Iteration 6F: 3 clusters Score -1.477638e+07 nChanged 8808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86533 members 
Mstep: Class 2 contains 38839 members 
Entering Unmasked Estep 
Score: -14785106.000000 Penalty: 3815.188232
	Iteration 7F: 3 clusters Score -1.478511e+07 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87324 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -14789875.000000 Penalty: 3815.188232
	Iteration 8F: 3 clusters Score -1.478988e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87614 members 
Mstep: Class 2 contains 37758 members 
Entering Unmasked Estep 
Score: -14792620.000000 Penalty: 3815.188232
	Iteration 9Q: 3 clusters Score -1.479262e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87716 members 
Mstep: Class 2 contains 37656 members 
Entering Unmasked Estep 
Score: -14794881.000000 Penalty: 3815.188232
	Iteration 10Q: 3 clusters Score -1.479488e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87455 members 
Mstep: Class 2 contains 37917 members 
Entering Unmasked Estep 
Score: -14796621.000000 Penalty: 3815.188232
	Iteration 11Q: 3 clusters Score -1.479662e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86930 members 
Mstep: Class 2 contains 38442 members 
Entering Unmasked Estep 
Score: -14797819.000000 Penalty: 3815.188232
	Iteration 12Q: 3 clusters Score -1.479782e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86296 members 
Mstep: Class 2 contains 39076 members 
Entering Unmasked Estep 
Score: -14798370.000000 Penalty: 3815.188232
	Iteration 13Q: 3 clusters Score -1.479837e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85595 members 
Mstep: Class 2 contains 39777 members 
Entering Unmasked Estep 
Score: -14798757.000000 Penalty: 3815.188232
	Iteration 14Q: 3 clusters Score -1.479876e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84776 members 
Mstep: Class 2 contains 40596 members 
Entering Unmasked Estep 
Score: -14798900.000000 Penalty: 3815.188232
	Iteration 15Q: 3 clusters Score -1.47989e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83839 members 
Mstep: Class 2 contains 41533 members 
Entering Unmasked Estep 
Score: -14798981.000000 Penalty: 3815.188232
	Iteration 16Q: 3 clusters Score -1.479898e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82853 members 
Mstep: Class 2 contains 42519 members 
Entering Unmasked Estep 
Score: -14799074.000000 Penalty: 3815.188232
	Iteration 17Q: 3 clusters Score -1.479907e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81823 members 
Mstep: Class 2 contains 43549 members 
Entering Unmasked Estep 
Score: -14799226.000000 Penalty: 3815.188232
	Iteration 18Q: 3 clusters Score -1.479923e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80715 members 
Mstep: Class 2 contains 44657 members 
Entering Unmasked Estep 
Score: -14799274.000000 Penalty: 3815.188232
	Iteration 19Q: 3 clusters Score -1.479927e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79515 members 
Mstep: Class 2 contains 45857 members 
Entering Unmasked Estep 
Score: -14799347.000000 Penalty: 3815.188232
	Iteration 20F: 3 clusters Score -1.479935e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78227 members 
Mstep: Class 2 contains 47145 members 
Entering Unmasked Estep 
Score: -14799466.000000 Penalty: 3815.188232
	Iteration 21Q: 3 clusters Score -1.479947e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76921 members 
Mstep: Class 2 contains 48451 members 
Entering Unmasked Estep 
Score: -14799495.000000 Penalty: 3815.188232
	Iteration 22Q: 3 clusters Score -1.47995e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75537 members 
Mstep: Class 2 contains 49835 members 
Entering Unmasked Estep 
Score: -14799569.000000 Penalty: 3815.188232
	Iteration 23Q: 3 clusters Score -1.479957e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74232 members 
Mstep: Class 2 contains 51140 members 
Entering Unmasked Estep 
Score: -14799522.000000 Penalty: 3815.188232
	Iteration 24Q: 3 clusters Score -1.479952e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72892 members 
Mstep: Class 2 contains 52480 members 
Entering Unmasked Estep 
Score: -14799460.000000 Penalty: 3815.188232
	Iteration 25Q: 3 clusters Score -1.479946e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71493 members 
Mstep: Class 2 contains 53879 members 
Entering Unmasked Estep 
Score: -14799423.000000 Penalty: 3815.188232
	Iteration 26Q: 3 clusters Score -1.479942e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70014 members 
Mstep: Class 2 contains 55358 members 
Entering Unmasked Estep 
Score: -14799487.000000 Penalty: 3815.188232
	Iteration 27Q: 3 clusters Score -1.479949e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68522 members 
Mstep: Class 2 contains 56850 members 
Entering Unmasked Estep 
Score: -14799545.000000 Penalty: 3815.188232
	Iteration 28Q: 3 clusters Score -1.479954e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67077 members 
Mstep: Class 2 contains 58295 members 
Entering Unmasked Estep 
Score: -14799559.000000 Penalty: 3815.188232
	Iteration 29Q: 3 clusters Score -1.479956e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65640 members 
Mstep: Class 2 contains 59732 members 
Entering Unmasked Estep 
Score: -14799564.000000 Penalty: 3815.188232
	Iteration 30Q: 3 clusters Score -1.479956e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64134 members 
Mstep: Class 2 contains 61238 members 
Entering Unmasked Estep 
Score: -14799481.000000 Penalty: 3815.188232
	Iteration 31Q: 3 clusters Score -1.479948e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62613 members 
Mstep: Class 2 contains 62759 members 
Entering Unmasked Estep 
Score: -14799433.000000 Penalty: 3815.188232
	Iteration 32Q: 3 clusters Score -1.479943e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61034 members 
Mstep: Class 2 contains 64338 members 
Entering Unmasked Estep 
Score: -14799515.000000 Penalty: 3815.188232
	Iteration 33Q: 3 clusters Score -1.479952e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59508 members 
Mstep: Class 2 contains 65864 members 
Entering Unmasked Estep 
Score: -14799516.000000 Penalty: 3815.188232
	Iteration 34Q: 3 clusters Score -1.479952e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57959 members 
Mstep: Class 2 contains 67413 members 
Entering Unmasked Estep 
Score: -14799591.000000 Penalty: 3815.188232
	Iteration 35Q: 3 clusters Score -1.479959e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56498 members 
Mstep: Class 2 contains 68874 members 
Entering Unmasked Estep 
Score: -14799576.000000 Penalty: 3815.188232
	Iteration 36Q: 3 clusters Score -1.479958e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55039 members 
Mstep: Class 2 contains 70333 members 
Entering Unmasked Estep 
Score: -14799609.000000 Penalty: 3815.188232
	Iteration 37Q: 3 clusters Score -1.479961e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53550 members 
Mstep: Class 2 contains 71822 members 
Entering Unmasked Estep 
Score: -14799642.000000 Penalty: 3815.188232
	Iteration 38Q: 3 clusters Score -1.479964e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52174 members 
Mstep: Class 2 contains 73198 members 
Entering Unmasked Estep 
Score: -14799499.000000 Penalty: 3815.188232
	Iteration 39Q: 3 clusters Score -1.47995e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50850 members 
Mstep: Class 2 contains 74522 members 
Entering Unmasked Estep 
Score: -14799547.000000 Penalty: 3815.188232
	Iteration 40F: 3 clusters Score -1.479955e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49553 members 
Mstep: Class 2 contains 75819 members 
Entering Unmasked Estep 
Score: -14799581.000000 Penalty: 3815.188232
	Iteration 41Q: 3 clusters Score -1.479958e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48283 members 
Mstep: Class 2 contains 77089 members 
Entering Unmasked Estep 
Score: -14799563.000000 Penalty: 3815.188232
	Iteration 42Q: 3 clusters Score -1.479956e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47090 members 
Mstep: Class 2 contains 78282 members 
Entering Unmasked Estep 
Score: -14799572.000000 Penalty: 3815.188232
	Iteration 43Q: 3 clusters Score -1.479957e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45937 members 
Mstep: Class 2 contains 79435 members 
Entering Unmasked Estep 
Score: -14799545.000000 Penalty: 3815.188232
	Iteration 44Q: 3 clusters Score -1.479954e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44805 members 
Mstep: Class 2 contains 80567 members 
Entering Unmasked Estep 
Score: -14799640.000000 Penalty: 3815.188232
	Iteration 45Q: 3 clusters Score -1.479964e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43862 members 
Mstep: Class 2 contains 81510 members 
Entering Unmasked Estep 
Score: -14799685.000000 Penalty: 3815.188232
	Iteration 46Q: 3 clusters Score -1.479968e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 82378 members 
Entering Unmasked Estep 
Score: -14799716.000000 Penalty: 3815.188232
	Iteration 47Q: 3 clusters Score -1.479972e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42249 members 
Mstep: Class 2 contains 83123 members 
Entering Unmasked Estep 
Score: -14799708.000000 Penalty: 3815.188232
	Iteration 48Q: 3 clusters Score -1.479971e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41638 members 
Mstep: Class 2 contains 83734 members 
Entering Unmasked Estep 
Score: -14799752.000000 Penalty: 3815.188232
	Iteration 49Q: 3 clusters Score -1.479975e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41018 members 
Mstep: Class 2 contains 84354 members 
Entering Unmasked Estep 
Score: -14799764.000000 Penalty: 3815.188232
	Iteration 50Q: 3 clusters Score -1.479976e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40497 members 
Mstep: Class 2 contains 84875 members 
Entering Unmasked Estep 
Score: -14799827.000000 Penalty: 3815.188232
	Iteration 51Q: 3 clusters Score -1.479983e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40025 members 
Mstep: Class 2 contains 85347 members 
Entering Unmasked Estep 
Score: -14799859.000000 Penalty: 3815.188232
	Iteration 52Q: 3 clusters Score -1.479986e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39557 members 
Mstep: Class 2 contains 85815 members 
Entering Unmasked Estep 
Score: -14799847.000000 Penalty: 3815.188232
	Iteration 53Q: 3 clusters Score -1.479985e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39125 members 
Mstep: Class 2 contains 86247 members 
Entering Unmasked Estep 
Score: -14799837.000000 Penalty: 3815.188232
	Iteration 54Q: 3 clusters Score -1.479984e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38684 members 
Mstep: Class 2 contains 86688 members 
Entering Unmasked Estep 
Score: -14799842.000000 Penalty: 3815.188232
	Iteration 55Q: 3 clusters Score -1.479984e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38290 members 
Mstep: Class 2 contains 87082 members 
Entering Unmasked Estep 
Score: -14799839.000000 Penalty: 3815.188232
	Iteration 56Q: 3 clusters Score -1.479984e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38001 members 
Mstep: Class 2 contains 87371 members 
Entering Unmasked Estep 
Score: -14799876.000000 Penalty: 3815.188232
	Iteration 57Q: 3 clusters Score -1.479988e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37777 members 
Mstep: Class 2 contains 87595 members 
Entering Unmasked Estep 
Score: -14799860.000000 Penalty: 3815.188232
	Iteration 58Q: 3 clusters Score -1.479986e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37575 members 
Mstep: Class 2 contains 87797 members 
Entering Unmasked Estep 
Score: -14799824.000000 Penalty: 3815.188232
	Iteration 59Q: 3 clusters Score -1.479982e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37436 members 
Mstep: Class 2 contains 87936 members 
Entering Unmasked Estep 
Score: -14799818.000000 Penalty: 3815.188232
	Iteration 60F: 3 clusters Score -1.479982e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37319 members 
Mstep: Class 2 contains 88053 members 
Entering Unmasked Estep 
Score: -14799818.000000 Penalty: 3815.188232
	Iteration 61Q: 3 clusters Score -1.479982e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37198 members 
Mstep: Class 2 contains 88174 members 
Entering Unmasked Estep 
Score: -14799847.000000 Penalty: 3815.188232
	Iteration 62Q: 3 clusters Score -1.479985e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37109 members 
Mstep: Class 2 contains 88263 members 
Entering Unmasked Estep 
Score: -14799872.000000 Penalty: 3815.188232
	Iteration 63Q: 3 clusters Score -1.479987e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37017 members 
Mstep: Class 2 contains 88355 members 
Entering Unmasked Estep 
Score: -14799855.000000 Penalty: 3815.188232
	Iteration 64Q: 3 clusters Score -1.479986e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 88424 members 
Entering Unmasked Estep 
Score: -14799860.000000 Penalty: 3815.188232
	Iteration 65Q: 3 clusters Score -1.479986e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36904 members 
Mstep: Class 2 contains 88468 members 
Entering Unmasked Estep 
Score: -14799835.000000 Penalty: 3815.188232
	Iteration 66Q: 3 clusters Score -1.479984e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36843 members 
Mstep: Class 2 contains 88529 members 
Entering Unmasked Estep 
Score: -14799827.000000 Penalty: 3815.188232
	Iteration 67Q: 3 clusters Score -1.479983e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36769 members 
Mstep: Class 2 contains 88603 members 
Entering Unmasked Estep 
Score: -14799812.000000 Penalty: 3815.188232
	Iteration 68Q: 3 clusters Score -1.479981e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 88662 members 
Entering Unmasked Estep 
Score: -14799791.000000 Penalty: 3815.188232
	Iteration 69Q: 3 clusters Score -1.479979e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36682 members 
Mstep: Class 2 contains 88690 members 
Entering Unmasked Estep 
Score: -14799780.000000 Penalty: 3815.188232
	Iteration 70Q: 3 clusters Score -1.479978e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36665 members 
Mstep: Class 2 contains 88707 members 
Entering Unmasked Estep 
Score: -14799777.000000 Penalty: 3815.188232
	Iteration 71Q: 3 clusters Score -1.479978e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36642 members 
Mstep: Class 2 contains 88730 members 
Entering Unmasked Estep 
Score: -14799804.000000 Penalty: 3815.188232
	Iteration 72Q: 3 clusters Score -1.47998e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36610 members 
Mstep: Class 2 contains 88762 members 
Entering Unmasked Estep 
Score: -14799781.000000 Penalty: 3815.188232
	Iteration 73Q: 3 clusters Score -1.479978e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36601 members 
Mstep: Class 2 contains 88771 members 
Entering Unmasked Estep 
Score: -14799768.000000 Penalty: 3815.188232
	Iteration 74Q: 3 clusters Score -1.479977e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36586 members 
Mstep: Class 2 contains 88786 members 
Entering Unmasked Estep 
Score: -14799772.000000 Penalty: 3815.188232
	Iteration 75Q: 3 clusters Score -1.479977e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36566 members 
Mstep: Class 2 contains 88806 members 
Entering Unmasked Estep 
Score: -14799774.000000 Penalty: 3815.188232
	Iteration 76Q: 3 clusters Score -1.479977e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36556 members 
Mstep: Class 2 contains 88816 members 
Entering Unmasked Estep 
Score: -14799775.000000 Penalty: 3815.188232
	Iteration 77Q: 3 clusters Score -1.479978e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36517 members 
Mstep: Class 2 contains 88855 members 
Entering Unmasked Estep 
Score: -14799763.000000 Penalty: 3815.188232
	Iteration 78Q: 3 clusters Score -1.479976e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36493 members 
Mstep: Class 2 contains 88879 members 
Entering Unmasked Estep 
Score: -14799769.000000 Penalty: 3815.188232
	Iteration 79Q: 3 clusters Score -1.479977e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36464 members 
Mstep: Class 2 contains 88908 members 
Entering Unmasked Estep 
Score: -14799769.000000 Penalty: 3815.188232
	Iteration 80F: 3 clusters Score -1.479977e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 88928 members 
Entering Unmasked Estep 
Score: -14799766.000000 Penalty: 3815.188232
	Iteration 81Q: 3 clusters Score -1.479977e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36430 members 
Mstep: Class 2 contains 88942 members 
Entering Unmasked Estep 
Score: -14799754.000000 Penalty: 3815.188232
	Iteration 82Q: 3 clusters Score -1.479975e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36420 members 
Mstep: Class 2 contains 88952 members 
Entering Unmasked Estep 
Score: -14799769.000000 Penalty: 3815.188232
	Iteration 83Q: 3 clusters Score -1.479977e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36417 members 
Mstep: Class 2 contains 88955 members 
Entering Unmasked Estep 
Score: -14799761.000000 Penalty: 3815.188232
	Iteration 84Q: 3 clusters Score -1.479976e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36393 members 
Mstep: Class 2 contains 88979 members 
Entering Unmasked Estep 
Score: -14799750.000000 Penalty: 3815.188232
	Iteration 85Q: 3 clusters Score -1.479975e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36390 members 
Mstep: Class 2 contains 88982 members 
Entering Unmasked Estep 
Score: -14799759.000000 Penalty: 3815.188232
	Iteration 86Q: 3 clusters Score -1.479976e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Mstep: Class 2 contains 88977 members 
Entering Unmasked Estep 
Score: -14799753.000000 Penalty: 3815.188232
	Iteration 87Q: 3 clusters Score -1.479975e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Mstep: Class 2 contains 88977 members 
Entering Unmasked Estep 
Score: -14799753.000000 Penalty: 3815.188232
	Iteration 88F: 3 clusters Score -1.479975e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 198945 members 
Mstep: Class 3 contains 89519 members 
Mstep: Class 4 contains 16107 members 
Mstep: Class 5 contains 36395 members 
Mstep: Class 6 contains 43735 members 
Mstep: Class 7 contains 105671 members 
Mstep: Class 8 contains 29895 members 
Mstep: Class 9 contains 37820 members 
Mstep: Class 10 contains 9509 members 
Mstep: Class 11 contains 428 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 7855 members 
Mstep: Class 14 contains 771 members 
Mstep: Class 15 contains 17646 members 
Mstep: Class 16 contains 72609 members 
Mstep: Class 17 contains 111639 members 
Mstep: Class 18 contains 126470 members 
Mstep: Class 19 contains 3492 members 
Mstep: Class 20 contains 93176 members 
Mstep: Class 21 contains 33809 members 
Mstep: Class 22 contains 61971 members 
Mstep: Class 23 contains 18449 members 
Mstep: Class 24 contains 4777 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 1134 members 
Mstep: Class 28 contains 103175 members 
Mstep: Class 29 contains 5448 members 
Mstep: Class 30 contains 9381 members 
Mstep: Class 31 contains 78977 members 
Mstep: Class 32 contains 4372 members 
Mstep: Class 33 contains 36542 members 
Mstep: Class 34 contains 498 members 
Mstep: Class 35 contains 489 members 
Mstep: Class 36 contains 1567 members 
Mstep: Class 37 contains 68693 members 
Mstep: Class 38 contains 1256 members 
Mstep: Class 39 contains 21588 members 
Mstep: Class 40 contains 922 members 
Mstep: Class 41 contains 354 members 
Mstep: Class 42 contains 1396 members 
Mstep: Class 43 contains 25831 members 
Mstep: Class 44 contains 120500 members 
Mstep: Class 45 contains 88977 members 
Entering Unmasked Estep 
Score: -194679776.000000 Penalty: 105003.914062
Splitting cluster 5 changes total score from -194676432.000000 to -194679776.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 6 (43735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43735 members 
Entering Unmasked Estep 
Score: -4802352.500000 Penalty: 1736.459351
	Iteration 0F: 2 clusters Score -4802352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -4772964.500000 Penalty: 3472.918701
	Iteration 0F: 3 clusters Score -4772964 nChanged 20504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -4784809.500000 Penalty: 3472.918701
	Iteration 1F: 3 clusters Score -4784810 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -4785787.500000 Penalty: 3472.918701
	Iteration 2Q: 3 clusters Score -4785788 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -4786991.500000 Penalty: 3472.918701
	Iteration 3F: 3 clusters Score -4786992 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -4788582.000000 Penalty: 3472.918701
	Iteration 4F: 3 clusters Score -4788582 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 28053 members 
Entering Unmasked Estep 
Score: -4790488.500000 Penalty: 3472.918701
	Iteration 5F: 3 clusters Score -4790488 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -4792383.500000 Penalty: 3472.918701
	Iteration 6F: 3 clusters Score -4792384 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 31359 members 
Entering Unmasked Estep 
Score: -4793991.000000 Penalty: 3472.918701
	Iteration 7F: 3 clusters Score -4793991 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 32757 members 
Entering Unmasked Estep 
Score: -4795112.500000 Penalty: 3472.918701
	Iteration 8Q: 3 clusters Score -4795112 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 33944 members 
Entering Unmasked Estep 
Score: -4795917.500000 Penalty: 3472.918701
	Iteration 9Q: 3 clusters Score -4795918 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 35010 members 
Entering Unmasked Estep 
Score: -4796539.500000 Penalty: 3472.918701
	Iteration 10Q: 3 clusters Score -4796540 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -4797049.500000 Penalty: 3472.918701
	Iteration 11Q: 3 clusters Score -4797050 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -4797555.000000 Penalty: 3472.918701
	Iteration 12Q: 3 clusters Score -4797555 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 38036 members 
Entering Unmasked Estep 
Score: -4798133.500000 Penalty: 3472.918701
	Iteration 13Q: 3 clusters Score -4798134 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 38966 members 
Entering Unmasked Estep 
Score: -4798655.000000 Penalty: 3472.918701
	Iteration 14Q: 3 clusters Score -4798655 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 39827 members 
Entering Unmasked Estep 
Score: -4799195.500000 Penalty: 3472.918701
	Iteration 15Q: 3 clusters Score -4799196 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 40603 members 
Entering Unmasked Estep 
Score: -4799664.500000 Penalty: 3472.918701
	Iteration 16Q: 3 clusters Score -4799664 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 41261 members 
Entering Unmasked Estep 
Score: -4800065.000000 Penalty: 3472.918701
	Iteration 17Q: 3 clusters Score -4800065 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 41781 members 
Entering Unmasked Estep 
Score: -4800402.000000 Penalty: 3472.918701
	Iteration 18Q: 3 clusters Score -4800402 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 42159 members 
Entering Unmasked Estep 
Score: -4800633.500000 Penalty: 3472.918701
	Iteration 19Q: 3 clusters Score -4800634 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 42402 members 
Entering Unmasked Estep 
Score: -4800789.000000 Penalty: 3472.918701
	Iteration 20F: 3 clusters Score -4800789 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 42574 members 
Entering Unmasked Estep 
Score: -4800893.000000 Penalty: 3472.918701
	Iteration 21Q: 3 clusters Score -4800893 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 42681 members 
Entering Unmasked Estep 
Score: -4800956.000000 Penalty: 3472.918701
	Iteration 22Q: 3 clusters Score -4800956 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 42762 members 
Entering Unmasked Estep 
Score: -4800983.500000 Penalty: 3472.918701
	Iteration 23Q: 3 clusters Score -4800984 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 42814 members 
Entering Unmasked Estep 
Score: -4801006.500000 Penalty: 3472.918701
	Iteration 24Q: 3 clusters Score -4801006 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 42852 members 
Entering Unmasked Estep 
Score: -4801022.000000 Penalty: 3472.918701
	Iteration 25Q: 3 clusters Score -4801022 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 42876 members 
Entering Unmasked Estep 
Score: -4801043.000000 Penalty: 3472.918701
	Iteration 26Q: 3 clusters Score -4801043 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 42894 members 
Entering Unmasked Estep 
Score: -4801049.500000 Penalty: 3472.918701
	Iteration 27Q: 3 clusters Score -4801050 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 42911 members 
Entering Unmasked Estep 
Score: -4801056.000000 Penalty: 3472.918701
	Iteration 28Q: 3 clusters Score -4801056 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 42936 members 
Entering Unmasked Estep 
Score: -4801066.000000 Penalty: 3472.918701
	Iteration 29Q: 3 clusters Score -4801066 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 42953 members 
Entering Unmasked Estep 
Score: -4801072.000000 Penalty: 3472.918701
	Iteration 30Q: 3 clusters Score -4801072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 42970 members 
Entering Unmasked Estep 
Score: -4801082.000000 Penalty: 3472.918701
	Iteration 31Q: 3 clusters Score -4801082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 42980 members 
Entering Unmasked Estep 
Score: -4801093.000000 Penalty: 3472.918701
	Iteration 32Q: 3 clusters Score -4801093 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 42985 members 
Entering Unmasked Estep 
Score: -4801103.000000 Penalty: 3472.918701
	Iteration 33Q: 3 clusters Score -4801103 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 42995 members 
Entering Unmasked Estep 
Score: -4801106.000000 Penalty: 3472.918701
	Iteration 34Q: 3 clusters Score -4801106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 43005 members 
Entering Unmasked Estep 
Score: -4801110.500000 Penalty: 3472.918701
	Iteration 35Q: 3 clusters Score -4801110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 43013 members 
Entering Unmasked Estep 
Score: -4801108.000000 Penalty: 3472.918701
	Iteration 36Q: 3 clusters Score -4801108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 43020 members 
Entering Unmasked Estep 
Score: -4801114.500000 Penalty: 3472.918701
	Iteration 37Q: 3 clusters Score -4801114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 43024 members 
Entering Unmasked Estep 
Score: -4801111.000000 Penalty: 3472.918701
	Iteration 38Q: 3 clusters Score -4801111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 43027 members 
Entering Unmasked Estep 
Score: -4801114.500000 Penalty: 3472.918701
	Iteration 39Q: 3 clusters Score -4801114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 43027 members 
Entering Unmasked Estep 
Score: -4801114.000000 Penalty: 3472.918701
	Iteration 40F: 3 clusters Score -4801114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 43026 members 
Entering Unmasked Estep 
Score: -4801116.500000 Penalty: 3472.918701
	Iteration 41Q: 3 clusters Score -4801116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 43026 members 
Entering Unmasked Estep 
Score: -4801116.500000 Penalty: 3472.918701
	Iteration 42F: 3 clusters Score -4801116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (105671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105671 members 
Entering Unmasked Estep 
Score: -12065703.000000 Penalty: 1879.813965
	Iteration 0F: 2 clusters Score -1.20657e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53272 members 
Mstep: Class 2 contains 52399 members 
Entering Unmasked Estep 
Score: -11995582.000000 Penalty: 3759.627930
	Iteration 0F: 3 clusters Score -1.199558e+07 nChanged 50523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60381 members 
Mstep: Class 2 contains 45290 members 
Entering Unmasked Estep 
Score: -12025854.000000 Penalty: 3759.627930
	Iteration 1F: 3 clusters Score -1.202585e+07 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64882 members 
Mstep: Class 2 contains 40789 members 
Entering Unmasked Estep 
Score: -12028186.000000 Penalty: 3759.627930
	Iteration 2Q: 3 clusters Score -1.202819e+07 nChanged 6919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71425 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -12032409.000000 Penalty: 3759.627930
	Iteration 3F: 3 clusters Score -1.203241e+07 nChanged 8856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80039 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -12039435.000000 Penalty: 3759.627930
	Iteration 4F: 3 clusters Score -1.203944e+07 nChanged 9780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89675 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -12048933.000000 Penalty: 3759.627930
	Iteration 5F: 3 clusters Score -1.204893e+07 nChanged 8171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97782 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -12057212.000000 Penalty: 3759.627930
	Iteration 6F: 3 clusters Score -1.205721e+07 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102418 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -12061899.000000 Penalty: 3759.627930
	Iteration 7Q: 3 clusters Score -1.20619e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104140 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -12063604.000000 Penalty: 3759.627930
	Iteration 8Q: 3 clusters Score -1.20636e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104600 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -12064309.000000 Penalty: 3759.627930
	Iteration 9Q: 3 clusters Score -1.206431e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104687 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -12064546.000000 Penalty: 3759.627930
	Iteration 10Q: 3 clusters Score -1.206455e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104680 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -12064670.000000 Penalty: 3759.627930
	Iteration 11Q: 3 clusters Score -1.206467e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104661 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -12064738.000000 Penalty: 3759.627930
	Iteration 12Q: 3 clusters Score -1.206474e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104646 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -12064765.000000 Penalty: 3759.627930
	Iteration 13Q: 3 clusters Score -1.206476e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104632 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -12064764.000000 Penalty: 3759.627930
	Iteration 14Q: 3 clusters Score -1.206476e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104624 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -12064770.000000 Penalty: 3759.627930
	Iteration 15Q: 3 clusters Score -1.206477e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104623 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -12064794.000000 Penalty: 3759.627930
	Iteration 16Q: 3 clusters Score -1.206479e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104617 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -12064793.000000 Penalty: 3759.627930
	Iteration 17Q: 3 clusters Score -1.206479e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104612 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -12064796.000000 Penalty: 3759.627930
	Iteration 18Q: 3 clusters Score -1.20648e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104611 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -12064816.000000 Penalty: 3759.627930
	Iteration 19Q: 3 clusters Score -1.206482e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104611 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -12064809.000000 Penalty: 3759.627930
	Iteration 20F: 3 clusters Score -1.206481e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104609 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -12064809.000000 Penalty: 3759.627930
	Iteration 21Q: 3 clusters Score -1.206481e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104606 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -12064820.000000 Penalty: 3759.627930
	Iteration 22Q: 3 clusters Score -1.206482e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104605 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -12064826.000000 Penalty: 3759.627930
	Iteration 23Q: 3 clusters Score -1.206483e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104603 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -12064821.000000 Penalty: 3759.627930
	Iteration 24Q: 3 clusters Score -1.206482e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104603 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -12064828.000000 Penalty: 3759.627930
	Iteration 25Q: 3 clusters Score -1.206483e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104603 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -12064828.000000 Penalty: 3759.627930
	Iteration 26F: 3 clusters Score -1.206483e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (29895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Entering Unmasked Estep 
Score: -3275018.250000 Penalty: 1674.635132
	Iteration 0F: 2 clusters Score -3275018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -3255078.500000 Penalty: 3349.270264
	Iteration 0F: 3 clusters Score -3255078 nChanged 13578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -3262944.250000 Penalty: 3349.270264
	Iteration 1F: 3 clusters Score -3262944 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -3263558.500000 Penalty: 3349.270264
	Iteration 2F: 3 clusters Score -3263558 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -3264223.000000 Penalty: 3349.270264
	Iteration 3F: 3 clusters Score -3264223 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -3264954.750000 Penalty: 3349.270264
	Iteration 4F: 3 clusters Score -3264955 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -3265683.250000 Penalty: 3349.270264
	Iteration 5F: 3 clusters Score -3265683 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -3266517.250000 Penalty: 3349.270264
	Iteration 6F: 3 clusters Score -3266517 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -3267440.750000 Penalty: 3349.270264
	Iteration 7F: 3 clusters Score -3267441 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -3268417.000000 Penalty: 3349.270264
	Iteration 8F: 3 clusters Score -3268417 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -3269353.250000 Penalty: 3349.270264
	Iteration 9F: 3 clusters Score -3269353 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -3270200.250000 Penalty: 3349.270264
	Iteration 10Q: 3 clusters Score -3270200 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -3270922.250000 Penalty: 3349.270264
	Iteration 11Q: 3 clusters Score -3270922 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -3271489.250000 Penalty: 3349.270264
	Iteration 12Q: 3 clusters Score -3271489 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 26133 members 
Entering Unmasked Estep 
Score: -3271956.500000 Penalty: 3349.270264
	Iteration 13Q: 3 clusters Score -3271956 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -3272315.750000 Penalty: 3349.270264
	Iteration 14Q: 3 clusters Score -3272316 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -3272575.500000 Penalty: 3349.270264
	Iteration 15Q: 3 clusters Score -3272576 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -3272779.000000 Penalty: 3349.270264
	Iteration 16Q: 3 clusters Score -3272779 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 27831 members 
Entering Unmasked Estep 
Score: -3272951.250000 Penalty: 3349.270264
	Iteration 17Q: 3 clusters Score -3272951 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 28061 members 
Entering Unmasked Estep 
Score: -3273102.250000 Penalty: 3349.270264
	Iteration 18Q: 3 clusters Score -3273102 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -3273205.250000 Penalty: 3349.270264
	Iteration 19Q: 3 clusters Score -3273205 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -3273285.500000 Penalty: 3349.270264
	Iteration 20F: 3 clusters Score -3273286 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 28538 members 
Entering Unmasked Estep 
Score: -3273358.000000 Penalty: 3349.270264
	Iteration 21Q: 3 clusters Score -3273358 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
Score: -3273413.000000 Penalty: 3349.270264
	Iteration 22Q: 3 clusters Score -3273413 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 28731 members 
Entering Unmasked Estep 
Score: -3273445.750000 Penalty: 3349.270264
	Iteration 23Q: 3 clusters Score -3273446 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -3273473.500000 Penalty: 3349.270264
	Iteration 24Q: 3 clusters Score -3273474 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
Score: -3273500.750000 Penalty: 3349.270264
	Iteration 25Q: 3 clusters Score -3273501 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 28894 members 
Entering Unmasked Estep 
Score: -3273527.750000 Penalty: 3349.270264
	Iteration 26Q: 3 clusters Score -3273528 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -3273556.500000 Penalty: 3349.270264
	Iteration 27Q: 3 clusters Score -3273556 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -3273570.250000 Penalty: 3349.270264
	Iteration 28Q: 3 clusters Score -3273570 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -3273579.250000 Penalty: 3349.270264
	Iteration 29Q: 3 clusters Score -3273579 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 29021 members 
Entering Unmasked Estep 
Score: -3273587.000000 Penalty: 3349.270264
	Iteration 30Q: 3 clusters Score -3273587 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -3273603.000000 Penalty: 3349.270264
	Iteration 31Q: 3 clusters Score -3273603 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -3273616.250000 Penalty: 3349.270264
	Iteration 32Q: 3 clusters Score -3273616 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -3273624.500000 Penalty: 3349.270264
	Iteration 33Q: 3 clusters Score -3273624 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -3273632.250000 Penalty: 3349.270264
	Iteration 34Q: 3 clusters Score -3273632 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -3273646.250000 Penalty: 3349.270264
	Iteration 35Q: 3 clusters Score -3273646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 29142 members 
Entering Unmasked Estep 
Score: -3273654.250000 Penalty: 3349.270264
	Iteration 36Q: 3 clusters Score -3273654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
Score: -3273662.000000 Penalty: 3349.270264
	Iteration 37Q: 3 clusters Score -3273662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 29169 members 
Entering Unmasked Estep 
Score: -3273677.000000 Penalty: 3349.270264
	Iteration 38Q: 3 clusters Score -3273677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 29180 members 
Entering Unmasked Estep 
Score: -3273680.750000 Penalty: 3349.270264
	Iteration 39Q: 3 clusters Score -3273681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -3273684.500000 Penalty: 3349.270264
	Iteration 40F: 3 clusters Score -3273684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -3273693.250000 Penalty: 3349.270264
	Iteration 41Q: 3 clusters Score -3273693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -3273694.000000 Penalty: 3349.270264
	Iteration 42Q: 3 clusters Score -3273694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
Score: -3273698.750000 Penalty: 3349.270264
	Iteration 43Q: 3 clusters Score -3273699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 29208 members 
Entering Unmasked Estep 
Score: -3273708.500000 Penalty: 3349.270264
	Iteration 44Q: 3 clusters Score -3273708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 29212 members 
Entering Unmasked Estep 
Score: -3273705.750000 Penalty: 3349.270264
	Iteration 45Q: 3 clusters Score -3273706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -3273710.250000 Penalty: 3349.270264
	Iteration 46Q: 3 clusters Score -3273710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 29221 members 
Entering Unmasked Estep 
Score: -3273713.000000 Penalty: 3349.270264
	Iteration 47Q: 3 clusters Score -3273713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 29229 members 
Entering Unmasked Estep 
Score: -3273718.000000 Penalty: 3349.270264
	Iteration 48Q: 3 clusters Score -3273718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -3273725.000000 Penalty: 3349.270264
	Iteration 49Q: 3 clusters Score -3273725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -3273729.000000 Penalty: 3349.270264
	Iteration 50Q: 3 clusters Score -3273729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -3273736.750000 Penalty: 3349.270264
	Iteration 51Q: 3 clusters Score -3273737 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 29259 members 
Entering Unmasked Estep 
Score: -3273742.750000 Penalty: 3349.270264
	Iteration 52Q: 3 clusters Score -3273743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -3273747.750000 Penalty: 3349.270264
	Iteration 53Q: 3 clusters Score -3273748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
Score: -3273752.000000 Penalty: 3349.270264
	Iteration 54Q: 3 clusters Score -3273752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 29278 members 
Entering Unmasked Estep 
Score: -3273752.500000 Penalty: 3349.270264
	Iteration 55Q: 3 clusters Score -3273752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 29283 members 
Entering Unmasked Estep 
Score: -3273754.750000 Penalty: 3349.270264
	Iteration 56Q: 3 clusters Score -3273755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 29283 members 
Entering Unmasked Estep 
Score: -3273757.500000 Penalty: 3349.270264
	Iteration 57Q: 3 clusters Score -3273758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 29289 members 
Entering Unmasked Estep 
Score: -3273758.250000 Penalty: 3349.270264
	Iteration 58Q: 3 clusters Score -3273758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 29291 members 
Entering Unmasked Estep 
Score: -3273762.500000 Penalty: 3349.270264
	Iteration 59Q: 3 clusters Score -3273762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 29294 members 
Entering Unmasked Estep 
Score: -3273767.750000 Penalty: 3349.270264
	Iteration 60F: 3 clusters Score -3273768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (37820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37820 members 
Entering Unmasked Estep 
Score: -4301432.500000 Penalty: 1712.846436
	Iteration 0F: 2 clusters Score -4301432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -4276089.000000 Penalty: 3425.692871
	Iteration 0F: 3 clusters Score -4276089 nChanged 17612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -4286251.000000 Penalty: 3425.692871
	Iteration 1F: 3 clusters Score -4286251 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -4286897.000000 Penalty: 3425.692871
	Iteration 2Q: 3 clusters Score -4286897 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -4287601.500000 Penalty: 3425.692871
	Iteration 3Q: 3 clusters Score -4287602 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -4288394.500000 Penalty: 3425.692871
	Iteration 4Q: 3 clusters Score -4288394 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -4289382.500000 Penalty: 3425.692871
	Iteration 5Q: 3 clusters Score -4289382 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -4290567.500000 Penalty: 3425.692871
	Iteration 6F: 3 clusters Score -4290568 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -4292012.500000 Penalty: 3425.692871
	Iteration 7F: 3 clusters Score -4292012 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -4293681.500000 Penalty: 3425.692871
	Iteration 8F: 3 clusters Score -4293682 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -4294944.000000 Penalty: 3425.692871
	Iteration 9F: 3 clusters Score -4294944 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -4295542.500000 Penalty: 3425.692871
	Iteration 10Q: 3 clusters Score -4295542 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -4295804.000000 Penalty: 3425.692871
	Iteration 11Q: 3 clusters Score -4295804 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -4295998.000000 Penalty: 3425.692871
	Iteration 12Q: 3 clusters Score -4295998 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -4296155.000000 Penalty: 3425.692871
	Iteration 13Q: 3 clusters Score -4296155 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 26281 members 
Entering Unmasked Estep 
Score: -4296290.500000 Penalty: 3425.692871
	Iteration 14Q: 3 clusters Score -4296290 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 26700 members 
Entering Unmasked Estep 
Score: -4296429.500000 Penalty: 3425.692871
	Iteration 15Q: 3 clusters Score -4296430 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -4296546.500000 Penalty: 3425.692871
	Iteration 16Q: 3 clusters Score -4296546 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -4296667.500000 Penalty: 3425.692871
	Iteration 17Q: 3 clusters Score -4296668 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -4296807.500000 Penalty: 3425.692871
	Iteration 18Q: 3 clusters Score -4296808 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -4296915.500000 Penalty: 3425.692871
	Iteration 19Q: 3 clusters Score -4296916 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
Score: -4297026.000000 Penalty: 3425.692871
	Iteration 20F: 3 clusters Score -4297026 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 29030 members 
Entering Unmasked Estep 
Score: -4297123.500000 Penalty: 3425.692871
	Iteration 21Q: 3 clusters Score -4297124 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 29401 members 
Entering Unmasked Estep 
Score: -4297241.000000 Penalty: 3425.692871
	Iteration 22Q: 3 clusters Score -4297241 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 29752 members 
Entering Unmasked Estep 
Score: -4297352.500000 Penalty: 3425.692871
	Iteration 23Q: 3 clusters Score -4297352 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 30085 members 
Entering Unmasked Estep 
Score: -4297464.000000 Penalty: 3425.692871
	Iteration 24Q: 3 clusters Score -4297464 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -4297573.000000 Penalty: 3425.692871
	Iteration 25Q: 3 clusters Score -4297573 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 30815 members 
Entering Unmasked Estep 
Score: -4297722.000000 Penalty: 3425.692871
	Iteration 26Q: 3 clusters Score -4297722 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 31202 members 
Entering Unmasked Estep 
Score: -4297835.500000 Penalty: 3425.692871
	Iteration 27Q: 3 clusters Score -4297836 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -4297959.500000 Penalty: 3425.692871
	Iteration 28Q: 3 clusters Score -4297960 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 31887 members 
Entering Unmasked Estep 
Score: -4298090.000000 Penalty: 3425.692871
	Iteration 29Q: 3 clusters Score -4298090 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 32227 members 
Entering Unmasked Estep 
Score: -4298238.000000 Penalty: 3425.692871
	Iteration 30Q: 3 clusters Score -4298238 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 32546 members 
Entering Unmasked Estep 
Score: -4298372.000000 Penalty: 3425.692871
	Iteration 31Q: 3 clusters Score -4298372 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 32877 members 
Entering Unmasked Estep 
Score: -4298502.000000 Penalty: 3425.692871
	Iteration 32Q: 3 clusters Score -4298502 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -4298638.000000 Penalty: 3425.692871
	Iteration 33Q: 3 clusters Score -4298638 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 33440 members 
Entering Unmasked Estep 
Score: -4298768.000000 Penalty: 3425.692871
	Iteration 34Q: 3 clusters Score -4298768 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 33687 members 
Entering Unmasked Estep 
Score: -4298903.000000 Penalty: 3425.692871
	Iteration 35Q: 3 clusters Score -4298903 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 33931 members 
Entering Unmasked Estep 
Score: -4299038.000000 Penalty: 3425.692871
	Iteration 36Q: 3 clusters Score -4299038 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 34166 members 
Entering Unmasked Estep 
Score: -4299139.500000 Penalty: 3425.692871
	Iteration 37Q: 3 clusters Score -4299140 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 34400 members 
Entering Unmasked Estep 
Score: -4299246.500000 Penalty: 3425.692871
	Iteration 38Q: 3 clusters Score -4299246 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -4299325.000000 Penalty: 3425.692871
	Iteration 39Q: 3 clusters Score -4299325 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 34779 members 
Entering Unmasked Estep 
Score: -4299394.500000 Penalty: 3425.692871
	Iteration 40F: 3 clusters Score -4299394 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 34947 members 
Entering Unmasked Estep 
Score: -4299457.500000 Penalty: 3425.692871
	Iteration 41Q: 3 clusters Score -4299458 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 35076 members 
Entering Unmasked Estep 
Score: -4299513.500000 Penalty: 3425.692871
	Iteration 42Q: 3 clusters Score -4299514 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 35198 members 
Entering Unmasked Estep 
Score: -4299534.500000 Penalty: 3425.692871
	Iteration 43Q: 3 clusters Score -4299534 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 35299 members 
Entering Unmasked Estep 
Score: -4299569.000000 Penalty: 3425.692871
	Iteration 44Q: 3 clusters Score -4299569 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 35405 members 
Entering Unmasked Estep 
Score: -4299603.000000 Penalty: 3425.692871
	Iteration 45Q: 3 clusters Score -4299603 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 35515 members 
Entering Unmasked Estep 
Score: -4299634.000000 Penalty: 3425.692871
	Iteration 46Q: 3 clusters Score -4299634 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 35608 members 
Entering Unmasked Estep 
Score: -4299661.500000 Penalty: 3425.692871
	Iteration 47Q: 3 clusters Score -4299662 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 35701 members 
Entering Unmasked Estep 
Score: -4299696.500000 Penalty: 3425.692871
	Iteration 48Q: 3 clusters Score -4299696 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 35785 members 
Entering Unmasked Estep 
Score: -4299705.000000 Penalty: 3425.692871
	Iteration 49Q: 3 clusters Score -4299705 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 35878 members 
Entering Unmasked Estep 
Score: -4299745.500000 Penalty: 3425.692871
	Iteration 50Q: 3 clusters Score -4299746 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 35952 members 
Entering Unmasked Estep 
Score: -4299772.000000 Penalty: 3425.692871
	Iteration 51Q: 3 clusters Score -4299772 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 36025 members 
Entering Unmasked Estep 
Score: -4299788.500000 Penalty: 3425.692871
	Iteration 52Q: 3 clusters Score -4299788 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -4299802.500000 Penalty: 3425.692871
	Iteration 53Q: 3 clusters Score -4299802 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -4299807.000000 Penalty: 3425.692871
	Iteration 54Q: 3 clusters Score -4299807 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 36152 members 
Entering Unmasked Estep 
Score: -4299818.500000 Penalty: 3425.692871
	Iteration 55Q: 3 clusters Score -4299818 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 36185 members 
Entering Unmasked Estep 
Score: -4299828.000000 Penalty: 3425.692871
	Iteration 56Q: 3 clusters Score -4299828 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
Score: -4299836.500000 Penalty: 3425.692871
	Iteration 57Q: 3 clusters Score -4299836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 36230 members 
Entering Unmasked Estep 
Score: -4299843.000000 Penalty: 3425.692871
	Iteration 58Q: 3 clusters Score -4299843 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 36249 members 
Entering Unmasked Estep 
Score: -4299850.000000 Penalty: 3425.692871
	Iteration 59Q: 3 clusters Score -4299850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 36271 members 
Entering Unmasked Estep 
Score: -4299858.500000 Penalty: 3425.692871
	Iteration 60F: 3 clusters Score -4299858 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -4299857.000000 Penalty: 3425.692871
	Iteration 61Q: 3 clusters Score -4299857 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -4299861.000000 Penalty: 3425.692871
	Iteration 62Q: 3 clusters Score -4299861 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 36350 members 
Entering Unmasked Estep 
Score: -4299871.500000 Penalty: 3425.692871
	Iteration 63Q: 3 clusters Score -4299872 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -4299886.000000 Penalty: 3425.692871
	Iteration 64Q: 3 clusters Score -4299886 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 36404 members 
Entering Unmasked Estep 
Score: -4299896.500000 Penalty: 3425.692871
	Iteration 65Q: 3 clusters Score -4299896 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 36428 members 
Entering Unmasked Estep 
Score: -4299905.000000 Penalty: 3425.692871
	Iteration 66Q: 3 clusters Score -4299905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 36442 members 
Entering Unmasked Estep 
Score: -4299910.000000 Penalty: 3425.692871
	Iteration 67Q: 3 clusters Score -4299910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 36453 members 
Entering Unmasked Estep 
Score: -4299919.000000 Penalty: 3425.692871
	Iteration 68Q: 3 clusters Score -4299919 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 36468 members 
Entering Unmasked Estep 
Score: -4299917.000000 Penalty: 3425.692871
	Iteration 69Q: 3 clusters Score -4299917 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 36480 members 
Entering Unmasked Estep 
Score: -4299919.500000 Penalty: 3425.692871
	Iteration 70Q: 3 clusters Score -4299920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 36492 members 
Entering Unmasked Estep 
Score: -4299926.500000 Penalty: 3425.692871
	Iteration 71Q: 3 clusters Score -4299926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 36503 members 
Entering Unmasked Estep 
Score: -4299922.000000 Penalty: 3425.692871
	Iteration 72Q: 3 clusters Score -4299922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -4299928.500000 Penalty: 3425.692871
	Iteration 73Q: 3 clusters Score -4299928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 36533 members 
Entering Unmasked Estep 
Score: -4299932.000000 Penalty: 3425.692871
	Iteration 74Q: 3 clusters Score -4299932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 36545 members 
Entering Unmasked Estep 
Score: -4299938.500000 Penalty: 3425.692871
	Iteration 75Q: 3 clusters Score -4299938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 36556 members 
Entering Unmasked Estep 
Score: -4299940.000000 Penalty: 3425.692871
	Iteration 76Q: 3 clusters Score -4299940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 36565 members 
Entering Unmasked Estep 
Score: -4299944.500000 Penalty: 3425.692871
	Iteration 77Q: 3 clusters Score -4299944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 36572 members 
Entering Unmasked Estep 
Score: -4299947.500000 Penalty: 3425.692871
	Iteration 78Q: 3 clusters Score -4299948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 36579 members 
Entering Unmasked Estep 
Score: -4299950.500000 Penalty: 3425.692871
	Iteration 79Q: 3 clusters Score -4299950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 36585 members 
Entering Unmasked Estep 
Score: -4299954.500000 Penalty: 3425.692871
	Iteration 80F: 3 clusters Score -4299954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
Score: -4299957.500000 Penalty: 3425.692871
	Iteration 81Q: 3 clusters Score -4299958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 36600 members 
Entering Unmasked Estep 
Score: -4299961.500000 Penalty: 3425.692871
	Iteration 82Q: 3 clusters Score -4299962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
Score: -4299960.500000 Penalty: 3425.692871
	Iteration 83Q: 3 clusters Score -4299960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 36609 members 
Entering Unmasked Estep 
Score: -4299960.500000 Penalty: 3425.692871
	Iteration 84Q: 3 clusters Score -4299960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 36615 members 
Entering Unmasked Estep 
Score: -4299966.500000 Penalty: 3425.692871
	Iteration 85Q: 3 clusters Score -4299966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 36619 members 
Entering Unmasked Estep 
Score: -4299969.000000 Penalty: 3425.692871
	Iteration 86Q: 3 clusters Score -4299969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 36621 members 
Entering Unmasked Estep 
Score: -4299967.500000 Penalty: 3425.692871
	Iteration 87Q: 3 clusters Score -4299968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 36625 members 
Entering Unmasked Estep 
Score: -4299965.500000 Penalty: 3425.692871
	Iteration 88Q: 3 clusters Score -4299966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 36631 members 
Entering Unmasked Estep 
Score: -4299962.000000 Penalty: 3425.692871
	Iteration 89Q: 3 clusters Score -4299962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 36638 members 
Entering Unmasked Estep 
Score: -4299969.000000 Penalty: 3425.692871
	Iteration 90Q: 3 clusters Score -4299969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 36647 members 
Entering Unmasked Estep 
Score: -4299975.500000 Penalty: 3425.692871
	Iteration 91Q: 3 clusters Score -4299976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 36655 members 
Entering Unmasked Estep 
Score: -4299978.500000 Penalty: 3425.692871
	Iteration 92Q: 3 clusters Score -4299978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 36665 members 
Entering Unmasked Estep 
Score: -4299981.500000 Penalty: 3425.692871
	Iteration 93Q: 3 clusters Score -4299982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 36673 members 
Entering Unmasked Estep 
Score: -4299978.000000 Penalty: 3425.692871
	Iteration 94Q: 3 clusters Score -4299978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 36686 members 
Entering Unmasked Estep 
Score: -4299991.500000 Penalty: 3425.692871
	Iteration 95Q: 3 clusters Score -4299992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 36702 members 
Entering Unmasked Estep 
Score: -4299997.000000 Penalty: 3425.692871
	Iteration 96Q: 3 clusters Score -4299997 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
Score: -4299995.500000 Penalty: 3425.692871
	Iteration 97Q: 3 clusters Score -4299996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 36722 members 
Entering Unmasked Estep 
Score: -4300000.500000 Penalty: 3425.692871
	Iteration 98Q: 3 clusters Score -4300000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 36732 members 
Entering Unmasked Estep 
Score: -4299998.500000 Penalty: 3425.692871
	Iteration 99Q: 3 clusters Score -4299998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 36741 members 
Entering Unmasked Estep 
Score: -4299997.500000 Penalty: 3425.692871
	Iteration 100F: 3 clusters Score -4299998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -4300002.000000 Penalty: 3425.692871
	Iteration 101Q: 3 clusters Score -4300002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 36752 members 
Entering Unmasked Estep 
Score: -4300003.500000 Penalty: 3425.692871
	Iteration 102Q: 3 clusters Score -4300004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 36754 members 
Entering Unmasked Estep 
Score: -4300007.500000 Penalty: 3425.692871
	Iteration 103Q: 3 clusters Score -4300008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -4300004.500000 Penalty: 3425.692871
	Iteration 104Q: 3 clusters Score -4300004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 36752 members 
Entering Unmasked Estep 
Score: -4300003.500000 Penalty: 3425.692871
	Iteration 105Q: 3 clusters Score -4300004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -4300004.000000 Penalty: 3425.692871
	Iteration 106Q: 3 clusters Score -4300004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 36755 members 
Entering Unmasked Estep 
Score: -4300005.000000 Penalty: 3425.692871
	Iteration 107Q: 3 clusters Score -4300005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 36756 members 
Entering Unmasked Estep 
Score: -4300006.000000 Penalty: 3425.692871
	Iteration 108Q: 3 clusters Score -4300006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 36757 members 
Entering Unmasked Estep 
Score: -4300007.000000 Penalty: 3425.692871
	Iteration 109Q: 3 clusters Score -4300007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 36757 members 
Entering Unmasked Estep 
Score: -4300007.000000 Penalty: 3425.692871
	Iteration 110F: 3 clusters Score -4300007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Entering Unmasked Estep 
Score: -1100642.750000 Penalty: 1488.499023
	Iteration 0F: 2 clusters Score -1100643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1093796.000000 Penalty: 2976.998047
	Iteration 0F: 3 clusters Score -1093796 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1096115.625000 Penalty: 2976.998047
	Iteration 1F: 3 clusters Score -1096116 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1096428.250000 Penalty: 2976.998047
	Iteration 2F: 3 clusters Score -1096428 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1096683.500000 Penalty: 2976.998047
	Iteration 3F: 3 clusters Score -1096684 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1096915.250000 Penalty: 2976.998047
	Iteration 4Q: 3 clusters Score -1096915 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1097175.375000 Penalty: 2976.998047
	Iteration 5Q: 3 clusters Score -1097175 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1097492.875000 Penalty: 2976.998047
	Iteration 6F: 3 clusters Score -1097493 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1097868.625000 Penalty: 2976.998047
	Iteration 7F: 3 clusters Score -1097869 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1098299.250000 Penalty: 2976.998047
	Iteration 8F: 3 clusters Score -1098299 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1098594.250000 Penalty: 2976.998047
	Iteration 9Q: 3 clusters Score -1098594 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1098756.875000 Penalty: 2976.998047
	Iteration 10Q: 3 clusters Score -1098757 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1098849.250000 Penalty: 2976.998047
	Iteration 11Q: 3 clusters Score -1098849 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1098918.875000 Penalty: 2976.998047
	Iteration 12Q: 3 clusters Score -1098919 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1098973.625000 Penalty: 2976.998047
	Iteration 13Q: 3 clusters Score -1098974 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1099013.625000 Penalty: 2976.998047
	Iteration 14Q: 3 clusters Score -1099014 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1099051.000000 Penalty: 2976.998047
	Iteration 15Q: 3 clusters Score -1099051 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1099089.250000 Penalty: 2976.998047
	Iteration 16Q: 3 clusters Score -1099089 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1099122.750000 Penalty: 2976.998047
	Iteration 17Q: 3 clusters Score -1099123 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1099159.750000 Penalty: 2976.998047
	Iteration 18Q: 3 clusters Score -1099160 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1099189.750000 Penalty: 2976.998047
	Iteration 19Q: 3 clusters Score -1099190 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1099217.125000 Penalty: 2976.998047
	Iteration 20F: 3 clusters Score -1099217 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1099247.875000 Penalty: 2976.998047
	Iteration 21Q: 3 clusters Score -1099248 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1099277.125000 Penalty: 2976.998047
	Iteration 22Q: 3 clusters Score -1099277 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1099305.875000 Penalty: 2976.998047
	Iteration 23Q: 3 clusters Score -1099306 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1099336.000000 Penalty: 2976.998047
	Iteration 24Q: 3 clusters Score -1099336 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1099369.000000 Penalty: 2976.998047
	Iteration 25Q: 3 clusters Score -1099369 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1099396.500000 Penalty: 2976.998047
	Iteration 26Q: 3 clusters Score -1099396 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1099428.375000 Penalty: 2976.998047
	Iteration 27Q: 3 clusters Score -1099428 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1099456.000000 Penalty: 2976.998047
	Iteration 28Q: 3 clusters Score -1099456 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1099475.250000 Penalty: 2976.998047
	Iteration 29Q: 3 clusters Score -1099475 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1099495.625000 Penalty: 2976.998047
	Iteration 30Q: 3 clusters Score -1099496 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1099506.750000 Penalty: 2976.998047
	Iteration 31Q: 3 clusters Score -1099507 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1099518.750000 Penalty: 2976.998047
	Iteration 32Q: 3 clusters Score -1099519 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1099528.000000 Penalty: 2976.998047
	Iteration 33Q: 3 clusters Score -1099528 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1099536.250000 Penalty: 2976.998047
	Iteration 34Q: 3 clusters Score -1099536 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1099544.000000 Penalty: 2976.998047
	Iteration 35Q: 3 clusters Score -1099544 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1099555.125000 Penalty: 2976.998047
	Iteration 36Q: 3 clusters Score -1099555 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1099566.625000 Penalty: 2976.998047
	Iteration 37Q: 3 clusters Score -1099567 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1099573.375000 Penalty: 2976.998047
	Iteration 38Q: 3 clusters Score -1099573 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1099582.250000 Penalty: 2976.998047
	Iteration 39Q: 3 clusters Score -1099582 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1099588.250000 Penalty: 2976.998047
	Iteration 40F: 3 clusters Score -1099588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1099589.750000 Penalty: 2976.998047
	Iteration 41Q: 3 clusters Score -1099590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1099593.750000 Penalty: 2976.998047
	Iteration 42Q: 3 clusters Score -1099594 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1099602.875000 Penalty: 2976.998047
	Iteration 43Q: 3 clusters Score -1099603 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1099611.125000 Penalty: 2976.998047
	Iteration 44Q: 3 clusters Score -1099611 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1099617.875000 Penalty: 2976.998047
	Iteration 45Q: 3 clusters Score -1099618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1099623.500000 Penalty: 2976.998047
	Iteration 46Q: 3 clusters Score -1099624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1099626.625000 Penalty: 2976.998047
	Iteration 47Q: 3 clusters Score -1099627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1099629.750000 Penalty: 2976.998047
	Iteration 48Q: 3 clusters Score -1099630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1099629.750000 Penalty: 2976.998047
	Iteration 49Q: 3 clusters Score -1099630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1099631.250000 Penalty: 2976.998047
	Iteration 50Q: 3 clusters Score -1099631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1099633.750000 Penalty: 2976.998047
	Iteration 51Q: 3 clusters Score -1099634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1099635.000000 Penalty: 2976.998047
	Iteration 52Q: 3 clusters Score -1099635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1099634.000000 Penalty: 2976.998047
	Iteration 53Q: 3 clusters Score -1099634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1099634.375000 Penalty: 2976.998047
	Iteration 54Q: 3 clusters Score -1099634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1099635.250000 Penalty: 2976.998047
	Iteration 55Q: 3 clusters Score -1099635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1099635.375000 Penalty: 2976.998047
	Iteration 56Q: 3 clusters Score -1099635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1099634.250000 Penalty: 2976.998047
	Iteration 57Q: 3 clusters Score -1099634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1099635.375000 Penalty: 2976.998047
	Iteration 58Q: 3 clusters Score -1099635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1099635.250000 Penalty: 2976.998047
	Iteration 59Q: 3 clusters Score -1099635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1099638.375000 Penalty: 2976.998047
	Iteration 60F: 3 clusters Score -1099638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1099640.250000 Penalty: 2976.998047
	Iteration 61Q: 3 clusters Score -1099640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1099642.875000 Penalty: 2976.998047
	Iteration 62Q: 3 clusters Score -1099643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1099643.000000 Penalty: 2976.998047
	Iteration 63Q: 3 clusters Score -1099643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1099644.000000 Penalty: 2976.998047
	Iteration 64Q: 3 clusters Score -1099644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1099643.500000 Penalty: 2976.998047
	Iteration 65Q: 3 clusters Score -1099644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1099643.625000 Penalty: 2976.998047
	Iteration 66Q: 3 clusters Score -1099644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1099645.250000 Penalty: 2976.998047
	Iteration 67Q: 3 clusters Score -1099645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1099647.250000 Penalty: 2976.998047
	Iteration 68Q: 3 clusters Score -1099647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1099648.250000 Penalty: 2976.998047
	Iteration 69Q: 3 clusters Score -1099648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1099645.625000 Penalty: 2976.998047
	Iteration 70Q: 3 clusters Score -1099646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1099645.125000 Penalty: 2976.998047
	Iteration 71Q: 3 clusters Score -1099645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1099649.125000 Penalty: 2976.998047
	Iteration 72Q: 3 clusters Score -1099649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1099649.625000 Penalty: 2976.998047
	Iteration 73Q: 3 clusters Score -1099650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1099650.625000 Penalty: 2976.998047
	Iteration 74Q: 3 clusters Score -1099651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1099652.000000 Penalty: 2976.998047
	Iteration 75Q: 3 clusters Score -1099652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1099651.750000 Penalty: 2976.998047
	Iteration 76Q: 3 clusters Score -1099652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1099651.875000 Penalty: 2976.998047
	Iteration 77Q: 3 clusters Score -1099652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1099655.375000 Penalty: 2976.998047
	Iteration 78Q: 3 clusters Score -1099655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1099656.000000 Penalty: 2976.998047
	Iteration 79Q: 3 clusters Score -1099656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1099659.000000 Penalty: 2976.998047
	Iteration 80F: 3 clusters Score -1099659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1099659.000000 Penalty: 2976.998047
	Iteration 81Q: 3 clusters Score -1099659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1099662.750000 Penalty: 2976.998047
	Iteration 82Q: 3 clusters Score -1099663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1099663.625000 Penalty: 2976.998047
	Iteration 83Q: 3 clusters Score -1099664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1099664.500000 Penalty: 2976.998047
	Iteration 84Q: 3 clusters Score -1099664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1099664.625000 Penalty: 2976.998047
	Iteration 85Q: 3 clusters Score -1099665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1099664.750000 Penalty: 2976.998047
	Iteration 86Q: 3 clusters Score -1099665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1099664.125000 Penalty: 2976.998047
	Iteration 87Q: 3 clusters Score -1099664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1099666.125000 Penalty: 2976.998047
	Iteration 88Q: 3 clusters Score -1099666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1099666.125000 Penalty: 2976.998047
	Iteration 89Q: 3 clusters Score -1099666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1099665.750000 Penalty: 2976.998047
	Iteration 90Q: 3 clusters Score -1099666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1099665.875000 Penalty: 2976.998047
	Iteration 91Q: 3 clusters Score -1099666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1099665.875000 Penalty: 2976.998047
	Iteration 92F: 3 clusters Score -1099666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -27290.343750 Penalty: 984.607483
	Iteration 0F: 2 clusters Score -27290.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -26571.267578 Penalty: 1969.214966
	Iteration 0F: 3 clusters Score -26571.27 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -26970.455078 Penalty: 1969.214966
	Iteration 1F: 3 clusters Score -26970.46 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -27116.312500 Penalty: 1969.214966
	Iteration 2F: 3 clusters Score -27116.31 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -27188.402344 Penalty: 1969.214966
	Iteration 3F: 3 clusters Score -27188.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -27264.398438 Penalty: 1969.214966
	Iteration 4Q: 3 clusters Score -27264.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -27304.310547 Penalty: 1969.214966
	Iteration 5Q: 3 clusters Score -27304.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -27322.417969 Penalty: 1969.214966
	Iteration 6Q: 3 clusters Score -27322.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -27325.996094 Penalty: 1969.214966
	Iteration 7Q: 3 clusters Score -27326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -27332.128906 Penalty: 1969.214966
	Iteration 8Q: 3 clusters Score -27332.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -27333.173828 Penalty: 1969.214966
	Iteration 9Q: 3 clusters Score -27333.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -27340.642578 Penalty: 1969.214966
	Iteration 10Q: 3 clusters Score -27340.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -27340.642578 Penalty: 1969.214966
	Iteration 11F: 3 clusters Score -27340.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 198945 members 
Mstep: Class 3 contains 89519 members 
Mstep: Class 4 contains 16107 members 
Mstep: Class 5 contains 36395 members 
Mstep: Class 6 contains 43735 members 
Mstep: Class 7 contains 105671 members 
Mstep: Class 8 contains 29895 members 
Mstep: Class 9 contains 37820 members 
Mstep: Class 10 contains 9509 members 
Mstep: Class 11 contains 124 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 7855 members 
Mstep: Class 14 contains 771 members 
Mstep: Class 15 contains 17646 members 
Mstep: Class 16 contains 72609 members 
Mstep: Class 17 contains 111639 members 
Mstep: Class 18 contains 126470 members 
Mstep: Class 19 contains 3492 members 
Mstep: Class 20 contains 93176 members 
Mstep: Class 21 contains 33809 members 
Mstep: Class 22 contains 61971 members 
Mstep: Class 23 contains 18449 members 
Mstep: Class 24 contains 4777 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 1134 members 
Mstep: Class 28 contains 103175 members 
Mstep: Class 29 contains 5448 members 
Mstep: Class 30 contains 9381 members 
Mstep: Class 31 contains 78977 members 
Mstep: Class 32 contains 4372 members 
Mstep: Class 33 contains 36542 members 
Mstep: Class 34 contains 498 members 
Mstep: Class 35 contains 489 members 
Mstep: Class 36 contains 1567 members 
Mstep: Class 37 contains 68693 members 
Mstep: Class 38 contains 1256 members 
Mstep: Class 39 contains 21588 members 
Mstep: Class 40 contains 922 members 
Mstep: Class 41 contains 354 members 
Mstep: Class 42 contains 1396 members 
Mstep: Class 43 contains 25831 members 
Mstep: Class 44 contains 120500 members 
Mstep: Class 45 contains 88977 members 
Mstep: Class 46 contains 304 members 
Entering Unmasked Estep 
Score: -194678096.000000 Penalty: 107337.335938
Splitting cluster 11 changes total score from -194676432.000000 to -194678096.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 12 (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: -30589.576172 Penalty: 983.464478
	Iteration 0F: 2 clusters Score -30589.58 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 202 members 
Entering Unmasked Estep 
Score: -29838.093750 Penalty: 1966.928955
	Iteration 0F: 3 clusters Score -29838.09 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -30421.306641 Penalty: 1966.928955
	Iteration 1F: 3 clusters Score -30421.31 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -30678.707031 Penalty: 1966.928955
	Iteration 2F: 3 clusters Score -30678.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -30778.433594 Penalty: 1966.928955
	Iteration 3Q: 3 clusters Score -30778.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -30846.783203 Penalty: 1966.928955
	Iteration 4Q: 3 clusters Score -30846.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -30895.302734 Penalty: 1966.928955
	Iteration 5Q: 3 clusters Score -30895.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -30919.361328 Penalty: 1966.928955
	Iteration 6Q: 3 clusters Score -30919.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -30923.566406 Penalty: 1966.928955
	Iteration 7Q: 3 clusters Score -30923.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -30932.910156 Penalty: 1966.928955
	Iteration 8Q: 3 clusters Score -30932.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -30932.910156 Penalty: 1966.928955
	Iteration 9F: 3 clusters Score -30932.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 198945 members 
Mstep: Class 3 contains 89519 members 
Mstep: Class 4 contains 16107 members 
Mstep: Class 5 contains 36395 members 
Mstep: Class 6 contains 43735 members 
Mstep: Class 7 contains 105671 members 
Mstep: Class 8 contains 29895 members 
Mstep: Class 9 contains 37820 members 
Mstep: Class 10 contains 9509 members 
Mstep: Class 11 contains 124 members 
Mstep: Class 12 contains 280 members 
Mstep: Class 13 contains 7855 members 
Mstep: Class 14 contains 771 members 
Mstep: Class 15 contains 17646 members 
Mstep: Class 16 contains 72609 members 
Mstep: Class 17 contains 111639 members 
Mstep: Class 18 contains 126470 members 
Mstep: Class 19 contains 3492 members 
Mstep: Class 20 contains 93176 members 
Mstep: Class 21 contains 33809 members 
Mstep: Class 22 contains 61971 members 
Mstep: Class 23 contains 18449 members 
Mstep: Class 24 contains 4777 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 1134 members 
Mstep: Class 28 contains 103175 members 
Mstep: Class 29 contains 5448 members 
Mstep: Class 30 contains 9381 members 
Mstep: Class 31 contains 78977 members 
Mstep: Class 32 contains 4372 members 
Mstep: Class 33 contains 36542 members 
Mstep: Class 34 contains 498 members 
Mstep: Class 35 contains 489 members 
Mstep: Class 36 contains 1567 members 
Mstep: Class 37 contains 68693 members 
Mstep: Class 38 contains 1256 members 
Mstep: Class 39 contains 21588 members 
Mstep: Class 40 contains 922 members 
Mstep: Class 41 contains 354 members 
Mstep: Class 42 contains 1396 members 
Mstep: Class 43 contains 25831 members 
Mstep: Class 44 contains 120500 members 
Mstep: Class 45 contains 88977 members 
Mstep: Class 46 contains 304 members 
Mstep: Class 47 contains 145 members 
Entering Unmasked Estep 
Score: -194677424.000000 Penalty: 109670.750000
Splitting cluster 12 changes total score from -194676432.000000 to -194677424.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 13 (7855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Entering Unmasked Estep 
Score: -894536.875000 Penalty: 1457.447144
	Iteration 0F: 2 clusters Score -894536.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -888738.687500 Penalty: 2914.894287
	Iteration 0F: 3 clusters Score -888738.7 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -890427.562500 Penalty: 2914.894287
	Iteration 1F: 3 clusters Score -890427.6 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -890638.750000 Penalty: 2914.894287
	Iteration 2F: 3 clusters Score -890638.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -890775.687500 Penalty: 2914.894287
	Iteration 3Q: 3 clusters Score -890775.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -890888.937500 Penalty: 2914.894287
	Iteration 4Q: 3 clusters Score -890888.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -890977.375000 Penalty: 2914.894287
	Iteration 5Q: 3 clusters Score -890977.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -891074.687500 Penalty: 2914.894287
	Iteration 6Q: 3 clusters Score -891074.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -891180.187500 Penalty: 2914.894287
	Iteration 7Q: 3 clusters Score -891180.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -891262.875000 Penalty: 2914.894287
	Iteration 8Q: 3 clusters Score -891262.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -891345.562500 Penalty: 2914.894287
	Iteration 9Q: 3 clusters Score -891345.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -891421.312500 Penalty: 2914.894287
	Iteration 10Q: 3 clusters Score -891421.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -891511.562500 Penalty: 2914.894287
	Iteration 11Q: 3 clusters Score -891511.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -891607.000000 Penalty: 2914.894287
	Iteration 12Q: 3 clusters Score -891607 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -891700.937500 Penalty: 2914.894287
	Iteration 13Q: 3 clusters Score -891700.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -891803.125000 Penalty: 2914.894287
	Iteration 14Q: 3 clusters Score -891803.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -891889.062500 Penalty: 2914.894287
	Iteration 15Q: 3 clusters Score -891889.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -891964.875000 Penalty: 2914.894287
	Iteration 16Q: 3 clusters Score -891964.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -892039.125000 Penalty: 2914.894287
	Iteration 17Q: 3 clusters Score -892039.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -892102.187500 Penalty: 2914.894287
	Iteration 18Q: 3 clusters Score -892102.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -892155.562500 Penalty: 2914.894287
	Iteration 19Q: 3 clusters Score -892155.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -892199.000000 Penalty: 2914.894287
	Iteration 20F: 3 clusters Score -892199 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -892244.000000 Penalty: 2914.894287
	Iteration 21Q: 3 clusters Score -892244 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -892282.312500 Penalty: 2914.894287
	Iteration 22Q: 3 clusters Score -892282.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -892316.937500 Penalty: 2914.894287
	Iteration 23Q: 3 clusters Score -892316.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -892358.625000 Penalty: 2914.894287
	Iteration 24Q: 3 clusters Score -892358.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -892395.875000 Penalty: 2914.894287
	Iteration 25Q: 3 clusters Score -892395.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -892425.250000 Penalty: 2914.894287
	Iteration 26Q: 3 clusters Score -892425.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -892453.062500 Penalty: 2914.894287
	Iteration 27Q: 3 clusters Score -892453.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -892479.187500 Penalty: 2914.894287
	Iteration 28Q: 3 clusters Score -892479.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -892518.062500 Penalty: 2914.894287
	Iteration 29Q: 3 clusters Score -892518.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -892553.312500 Penalty: 2914.894287
	Iteration 30Q: 3 clusters Score -892553.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -892582.812500 Penalty: 2914.894287
	Iteration 31Q: 3 clusters Score -892582.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -892617.750000 Penalty: 2914.894287
	Iteration 32Q: 3 clusters Score -892617.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -892652.125000 Penalty: 2914.894287
	Iteration 33Q: 3 clusters Score -892652.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -892686.937500 Penalty: 2914.894287
	Iteration 34Q: 3 clusters Score -892686.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -892716.937500 Penalty: 2914.894287
	Iteration 35Q: 3 clusters Score -892716.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -892742.375000 Penalty: 2914.894287
	Iteration 36Q: 3 clusters Score -892742.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -892771.687500 Penalty: 2914.894287
	Iteration 37Q: 3 clusters Score -892771.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -892799.125000 Penalty: 2914.894287
	Iteration 38Q: 3 clusters Score -892799.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -892828.125000 Penalty: 2914.894287
	Iteration 39Q: 3 clusters Score -892828.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -892866.000000 Penalty: 2914.894287
	Iteration 40F: 3 clusters Score -892866 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -892909.500000 Penalty: 2914.894287
	Iteration 41Q: 3 clusters Score -892909.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -892953.250000 Penalty: 2914.894287
	Iteration 42Q: 3 clusters Score -892953.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -892994.750000 Penalty: 2914.894287
	Iteration 43Q: 3 clusters Score -892994.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -893028.312500 Penalty: 2914.894287
	Iteration 44Q: 3 clusters Score -893028.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -893059.625000 Penalty: 2914.894287
	Iteration 45Q: 3 clusters Score -893059.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -893086.250000 Penalty: 2914.894287
	Iteration 46Q: 3 clusters Score -893086.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -893116.000000 Penalty: 2914.894287
	Iteration 47Q: 3 clusters Score -893116 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -893138.375000 Penalty: 2914.894287
	Iteration 48Q: 3 clusters Score -893138.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -893171.750000 Penalty: 2914.894287
	Iteration 49Q: 3 clusters Score -893171.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -893194.125000 Penalty: 2914.894287
	Iteration 50Q: 3 clusters Score -893194.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -893210.812500 Penalty: 2914.894287
	Iteration 51Q: 3 clusters Score -893210.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -893221.125000 Penalty: 2914.894287
	Iteration 52Q: 3 clusters Score -893221.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -893231.500000 Penalty: 2914.894287
	Iteration 53Q: 3 clusters Score -893231.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -893242.750000 Penalty: 2914.894287
	Iteration 54Q: 3 clusters Score -893242.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -893250.312500 Penalty: 2914.894287
	Iteration 55Q: 3 clusters Score -893250.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -893263.437500 Penalty: 2914.894287
	Iteration 56Q: 3 clusters Score -893263.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -893274.750000 Penalty: 2914.894287
	Iteration 57Q: 3 clusters Score -893274.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -893289.125000 Penalty: 2914.894287
	Iteration 58Q: 3 clusters Score -893289.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -893299.437500 Penalty: 2914.894287
	Iteration 59Q: 3 clusters Score -893299.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -893301.625000 Penalty: 2914.894287
	Iteration 60F: 3 clusters Score -893301.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -893302.687500 Penalty: 2914.894287
	Iteration 61Q: 3 clusters Score -893302.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -893302.687500 Penalty: 2914.894287
	Iteration 62F: 3 clusters Score -893302.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -75241.773438 Penalty: 1080.249390
	Iteration 0F: 2 clusters Score -75241.77 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 389 members 
Entering Unmasked Estep 
Score: -74111.695312 Penalty: 2160.498779
	Iteration 0F: 3 clusters Score -74111.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -74556.906250 Penalty: 2160.498779
	Iteration 1F: 3 clusters Score -74556.91 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -74795.601562 Penalty: 2160.498779
	Iteration 2F: 3 clusters Score -74795.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -74935.242188 Penalty: 2160.498779
	Iteration 3F: 3 clusters Score -74935.24 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -75029.945312 Penalty: 2160.498779
	Iteration 4Q: 3 clusters Score -75029.95 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -75100.117188 Penalty: 2160.498779
	Iteration 5Q: 3 clusters Score -75100.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -75107.742188 Penalty: 2160.498779
	Iteration 6Q: 3 clusters Score -75107.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -75115.015625 Penalty: 2160.498779
	Iteration 7Q: 3 clusters Score -75115.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -75125.929688 Penalty: 2160.498779
	Iteration 8Q: 3 clusters Score -75125.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -75149.085938 Penalty: 2160.498779
	Iteration 9Q: 3 clusters Score -75149.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -75162.875000 Penalty: 2160.498779
	Iteration 10Q: 3 clusters Score -75162.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -75170.976562 Penalty: 2160.498779
	Iteration 11Q: 3 clusters Score -75170.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -75183.273438 Penalty: 2160.498779
	Iteration 12Q: 3 clusters Score -75183.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -75188.710938 Penalty: 2160.498779
	Iteration 13Q: 3 clusters Score -75188.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -75190.101562 Penalty: 2160.498779
	Iteration 14Q: 3 clusters Score -75190.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -75193.765625 Penalty: 2160.498779
	Iteration 15Q: 3 clusters Score -75193.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -75202.335938 Penalty: 2160.498779
	Iteration 16Q: 3 clusters Score -75202.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -75208.890625 Penalty: 2160.498779
	Iteration 17Q: 3 clusters Score -75208.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -75209.953125 Penalty: 2160.498779
	Iteration 18Q: 3 clusters Score -75209.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -75209.953125 Penalty: 2160.498779
	Iteration 19F: 3 clusters Score -75209.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Entering Unmasked Estep 
Score: -1918285.250000 Penalty: 1588.967896
	Iteration 0F: 2 clusters Score -1918285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1906173.750000 Penalty: 3177.935791
	Iteration 0F: 3 clusters Score -1906174 nChanged 7930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1910497.000000 Penalty: 3177.935791
	Iteration 1F: 3 clusters Score -1910497 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1910811.750000 Penalty: 3177.935791
	Iteration 2Q: 3 clusters Score -1910812 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1911155.250000 Penalty: 3177.935791
	Iteration 3Q: 3 clusters Score -1911155 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1911552.375000 Penalty: 3177.935791
	Iteration 4Q: 3 clusters Score -1911552 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1912078.125000 Penalty: 3177.935791
	Iteration 5F: 3 clusters Score -1912078 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1912773.500000 Penalty: 3177.935791
	Iteration 6F: 3 clusters Score -1912774 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -1913620.875000 Penalty: 3177.935791
	Iteration 7F: 3 clusters Score -1913621 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -1914506.250000 Penalty: 3177.935791
	Iteration 8F: 3 clusters Score -1914506 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -1915232.250000 Penalty: 3177.935791
	Iteration 9F: 3 clusters Score -1915232 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -1915826.250000 Penalty: 3177.935791
	Iteration 10Q: 3 clusters Score -1915826 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -1916246.000000 Penalty: 3177.935791
	Iteration 11Q: 3 clusters Score -1916246 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -1916528.000000 Penalty: 3177.935791
	Iteration 12Q: 3 clusters Score -1916528 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -1916655.250000 Penalty: 3177.935791
	Iteration 13Q: 3 clusters Score -1916655 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -1916740.125000 Penalty: 3177.935791
	Iteration 14Q: 3 clusters Score -1916740 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -1916792.625000 Penalty: 3177.935791
	Iteration 15Q: 3 clusters Score -1916793 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -1916822.625000 Penalty: 3177.935791
	Iteration 16Q: 3 clusters Score -1916823 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -1916844.375000 Penalty: 3177.935791
	Iteration 17Q: 3 clusters Score -1916844 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -1916872.500000 Penalty: 3177.935791
	Iteration 18Q: 3 clusters Score -1916872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -1916886.875000 Penalty: 3177.935791
	Iteration 19Q: 3 clusters Score -1916887 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -1916896.250000 Penalty: 3177.935791
	Iteration 20F: 3 clusters Score -1916896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -1916899.250000 Penalty: 3177.935791
	Iteration 21Q: 3 clusters Score -1916899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -1916909.500000 Penalty: 3177.935791
	Iteration 22Q: 3 clusters Score -1916910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -1916912.375000 Penalty: 3177.935791
	Iteration 23Q: 3 clusters Score -1916912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -1916914.125000 Penalty: 3177.935791
	Iteration 24Q: 3 clusters Score -1916914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -1916915.375000 Penalty: 3177.935791
	Iteration 25Q: 3 clusters Score -1916915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -1916916.625000 Penalty: 3177.935791
	Iteration 26Q: 3 clusters Score -1916917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -1916917.500000 Penalty: 3177.935791
	Iteration 27Q: 3 clusters Score -1916918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -1916917.500000 Penalty: 3177.935791
	Iteration 28F: 3 clusters Score -1916918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (72609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72609 members 
Entering Unmasked Estep 
Score: -8252308.500000 Penalty: 1818.837158
	Iteration 0F: 2 clusters Score -8252308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36223 members 
Mstep: Class 2 contains 36386 members 
Entering Unmasked Estep 
Score: -8203908.000000 Penalty: 3637.674316
	Iteration 0F: 3 clusters Score -8203908 nChanged 34528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35437 members 
Mstep: Class 2 contains 37172 members 
Entering Unmasked Estep 
Score: -8223471.500000 Penalty: 3637.674316
	Iteration 1F: 3 clusters Score -8223472 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 37553 members 
Entering Unmasked Estep 
Score: -8223992.000000 Penalty: 3637.674316
	Iteration 2Q: 3 clusters Score -8223992 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34539 members 
Mstep: Class 2 contains 38070 members 
Entering Unmasked Estep 
Score: -8224558.500000 Penalty: 3637.674316
	Iteration 3Q: 3 clusters Score -8224558 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33767 members 
Mstep: Class 2 contains 38842 members 
Entering Unmasked Estep 
Score: -8225245.500000 Penalty: 3637.674316
	Iteration 4Q: 3 clusters Score -8225246 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32636 members 
Mstep: Class 2 contains 39973 members 
Entering Unmasked Estep 
Score: -8226061.500000 Penalty: 3637.674316
	Iteration 5Q: 3 clusters Score -8226062 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31035 members 
Mstep: Class 2 contains 41574 members 
Entering Unmasked Estep 
Score: -8227141.000000 Penalty: 3637.674316
	Iteration 6Q: 3 clusters Score -8227141 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 43775 members 
Entering Unmasked Estep 
Score: -8228759.500000 Penalty: 3637.674316
	Iteration 7Q: 3 clusters Score -8228760 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 46662 members 
Entering Unmasked Estep 
Score: -8230916.000000 Penalty: 3637.674316
	Iteration 8F: 3 clusters Score -8230916 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 50098 members 
Entering Unmasked Estep 
Score: -8233689.500000 Penalty: 3637.674316
	Iteration 9F: 3 clusters Score -8233690 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 53880 members 
Entering Unmasked Estep 
Score: -8236907.000000 Penalty: 3637.674316
	Iteration 10F: 3 clusters Score -8236907 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 57419 members 
Entering Unmasked Estep 
Score: -8239854.500000 Penalty: 3637.674316
	Iteration 11F: 3 clusters Score -8239854 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 60458 members 
Entering Unmasked Estep 
Score: -8242151.500000 Penalty: 3637.674316
	Iteration 12Q: 3 clusters Score -8242152 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 63085 members 
Entering Unmasked Estep 
Score: -8244115.500000 Penalty: 3637.674316
	Iteration 13Q: 3 clusters Score -8244116 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 65215 members 
Entering Unmasked Estep 
Score: -8245672.000000 Penalty: 3637.674316
	Iteration 14Q: 3 clusters Score -8245672 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 66947 members 
Entering Unmasked Estep 
Score: -8246913.000000 Penalty: 3637.674316
	Iteration 15Q: 3 clusters Score -8246913 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 68469 members 
Entering Unmasked Estep 
Score: -8248053.000000 Penalty: 3637.674316
	Iteration 16Q: 3 clusters Score -8248053 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 69687 members 
Entering Unmasked Estep 
Score: -8248958.000000 Penalty: 3637.674316
	Iteration 17Q: 3 clusters Score -8248958 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 70573 members 
Entering Unmasked Estep 
Score: -8249612.500000 Penalty: 3637.674316
	Iteration 18Q: 3 clusters Score -8249612 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 71134 members 
Entering Unmasked Estep 
Score: -8250021.500000 Penalty: 3637.674316
	Iteration 19Q: 3 clusters Score -8250022 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 71486 members 
Entering Unmasked Estep 
Score: -8250284.500000 Penalty: 3637.674316
	Iteration 20F: 3 clusters Score -8250284 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 71698 members 
Entering Unmasked Estep 
Score: -8250423.500000 Penalty: 3637.674316
	Iteration 21Q: 3 clusters Score -8250424 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 71831 members 
Entering Unmasked Estep 
Score: -8250529.500000 Penalty: 3637.674316
	Iteration 22Q: 3 clusters Score -8250530 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 71915 members 
Entering Unmasked Estep 
Score: -8250603.000000 Penalty: 3637.674316
	Iteration 23Q: 3 clusters Score -8250603 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 71980 members 
Entering Unmasked Estep 
Score: -8250653.000000 Penalty: 3637.674316
	Iteration 24Q: 3 clusters Score -8250653 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 72027 members 
Entering Unmasked Estep 
Score: -8250685.500000 Penalty: 3637.674316
	Iteration 25Q: 3 clusters Score -8250686 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 72066 members 
Entering Unmasked Estep 
Score: -8250710.000000 Penalty: 3637.674316
	Iteration 26Q: 3 clusters Score -8250710 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 72101 members 
Entering Unmasked Estep 
Score: -8250730.000000 Penalty: 3637.674316
	Iteration 27Q: 3 clusters Score -8250730 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 72119 members 
Entering Unmasked Estep 
Score: -8250752.500000 Penalty: 3637.674316
	Iteration 28Q: 3 clusters Score -8250752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 72133 members 
Entering Unmasked Estep 
Score: -8250769.500000 Penalty: 3637.674316
	Iteration 29Q: 3 clusters Score -8250770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 72144 members 
Entering Unmasked Estep 
Score: -8250783.000000 Penalty: 3637.674316
	Iteration 30Q: 3 clusters Score -8250783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 72152 members 
Entering Unmasked Estep 
Score: -8250781.000000 Penalty: 3637.674316
	Iteration 31Q: 3 clusters Score -8250781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 72156 members 
Entering Unmasked Estep 
Score: -8250783.000000 Penalty: 3637.674316
	Iteration 32Q: 3 clusters Score -8250783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 72159 members 
Entering Unmasked Estep 
Score: -8250790.000000 Penalty: 3637.674316
	Iteration 33Q: 3 clusters Score -8250790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 72163 members 
Entering Unmasked Estep 
Score: -8250796.500000 Penalty: 3637.674316
	Iteration 34Q: 3 clusters Score -8250796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 72166 members 
Entering Unmasked Estep 
Score: -8250798.500000 Penalty: 3637.674316
	Iteration 35Q: 3 clusters Score -8250798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 72167 members 
Entering Unmasked Estep 
Score: -8250794.500000 Penalty: 3637.674316
	Iteration 36Q: 3 clusters Score -8250794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 72171 members 
Entering Unmasked Estep 
Score: -8250802.500000 Penalty: 3637.674316
	Iteration 37Q: 3 clusters Score -8250802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 72176 members 
Entering Unmasked Estep 
Score: -8250803.000000 Penalty: 3637.674316
	Iteration 38Q: 3 clusters Score -8250803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 72181 members 
Entering Unmasked Estep 
Score: -8250812.000000 Penalty: 3637.674316
	Iteration 39Q: 3 clusters Score -8250812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 72182 members 
Entering Unmasked Estep 
Score: -8250816.000000 Penalty: 3637.674316
	Iteration 40F: 3 clusters Score -8250816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 72185 members 
Entering Unmasked Estep 
Score: -8250813.500000 Penalty: 3637.674316
	Iteration 41Q: 3 clusters Score -8250814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 72187 members 
Entering Unmasked Estep 
Score: -8250816.500000 Penalty: 3637.674316
	Iteration 42Q: 3 clusters Score -8250816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 72187 members 
Entering Unmasked Estep 
Score: -8250815.500000 Penalty: 3637.674316
	Iteration 43Q: 3 clusters Score -8250816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 72189 members 
Entering Unmasked Estep 
Score: -8250811.000000 Penalty: 3637.674316
	Iteration 44Q: 3 clusters Score -8250811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 72189 members 
Entering Unmasked Estep 
Score: -8250812.000000 Penalty: 3637.674316
	Iteration 45Q: 3 clusters Score -8250812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 72192 members 
Entering Unmasked Estep 
Score: -8250811.500000 Penalty: 3637.674316
	Iteration 46Q: 3 clusters Score -8250812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 72192 members 
Entering Unmasked Estep 
Score: -8250814.000000 Penalty: 3637.674316
	Iteration 47Q: 3 clusters Score -8250814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 72192 members 
Entering Unmasked Estep 
Score: -8250822.000000 Penalty: 3637.674316
	Iteration 48Q: 3 clusters Score -8250822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 72193 members 
Entering Unmasked Estep 
Score: -8250817.500000 Penalty: 3637.674316
	Iteration 49Q: 3 clusters Score -8250818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 72196 members 
Entering Unmasked Estep 
Score: -8250823.500000 Penalty: 3637.674316
	Iteration 50Q: 3 clusters Score -8250824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 72199 members 
Entering Unmasked Estep 
Score: -8250822.500000 Penalty: 3637.674316
	Iteration 51Q: 3 clusters Score -8250822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 72205 members 
Entering Unmasked Estep 
Score: -8250832.500000 Penalty: 3637.674316
	Iteration 52Q: 3 clusters Score -8250832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 72206 members 
Entering Unmasked Estep 
Score: -8250831.500000 Penalty: 3637.674316
	Iteration 53Q: 3 clusters Score -8250832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 72206 members 
Entering Unmasked Estep 
Score: -8250831.500000 Penalty: 3637.674316
	Iteration 54F: 3 clusters Score -8250832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (111639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111639 members 
Entering Unmasked Estep 
Score: -13249982.000000 Penalty: 1888.741699
	Iteration 0F: 2 clusters Score -1.324998e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55866 members 
Mstep: Class 2 contains 55773 members 
Entering Unmasked Estep 
Score: -13179053.000000 Penalty: 3777.483398
	Iteration 0F: 3 clusters Score -1.317905e+07 nChanged 53874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56420 members 
Mstep: Class 2 contains 55219 members 
Entering Unmasked Estep 
Score: -13210435.000000 Penalty: 3777.483398
	Iteration 1F: 3 clusters Score -1.321044e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56493 members 
Mstep: Class 2 contains 55146 members 
Entering Unmasked Estep 
Score: -13211041.000000 Penalty: 3777.483398
	Iteration 2Q: 3 clusters Score -1.321104e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56540 members 
Mstep: Class 2 contains 55099 members 
Entering Unmasked Estep 
Score: -13211574.000000 Penalty: 3777.483398
	Iteration 3Q: 3 clusters Score -1.321157e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56695 members 
Mstep: Class 2 contains 54944 members 
Entering Unmasked Estep 
Score: -13212399.000000 Penalty: 3777.483398
	Iteration 4Q: 3 clusters Score -1.32124e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56985 members 
Mstep: Class 2 contains 54654 members 
Entering Unmasked Estep 
Score: -13213482.000000 Penalty: 3777.483398
	Iteration 5Q: 3 clusters Score -1.321348e+07 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57427 members 
Mstep: Class 2 contains 54212 members 
Entering Unmasked Estep 
Score: -13215295.000000 Penalty: 3777.483398
	Iteration 6Q: 3 clusters Score -1.32153e+07 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57937 members 
Mstep: Class 2 contains 53702 members 
Entering Unmasked Estep 
Score: -13218406.000000 Penalty: 3777.483398
	Iteration 7Q: 3 clusters Score -1.321841e+07 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58566 members 
Mstep: Class 2 contains 53073 members 
Entering Unmasked Estep 
Score: -13223289.000000 Penalty: 3777.483398
	Iteration 8F: 3 clusters Score -1.322329e+07 nChanged 7094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58818 members 
Mstep: Class 2 contains 52821 members 
Entering Unmasked Estep 
Score: -13228449.000000 Penalty: 3777.483398
	Iteration 9F: 3 clusters Score -1.322845e+07 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58790 members 
Mstep: Class 2 contains 52849 members 
Entering Unmasked Estep 
Score: -13231370.000000 Penalty: 3777.483398
	Iteration 10F: 3 clusters Score -1.323137e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58561 members 
Mstep: Class 2 contains 53078 members 
Entering Unmasked Estep 
Score: -13232193.000000 Penalty: 3777.483398
	Iteration 11Q: 3 clusters Score -1.323219e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58269 members 
Mstep: Class 2 contains 53370 members 
Entering Unmasked Estep 
Score: -13232384.000000 Penalty: 3777.483398
	Iteration 12Q: 3 clusters Score -1.323238e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58003 members 
Mstep: Class 2 contains 53636 members 
Entering Unmasked Estep 
Score: -13232435.000000 Penalty: 3777.483398
	Iteration 13Q: 3 clusters Score -1.323244e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57713 members 
Mstep: Class 2 contains 53926 members 
Entering Unmasked Estep 
Score: -13232438.000000 Penalty: 3777.483398
	Iteration 14Q: 3 clusters Score -1.323244e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57398 members 
Mstep: Class 2 contains 54241 members 
Entering Unmasked Estep 
Score: -13232561.000000 Penalty: 3777.483398
	Iteration 15Q: 3 clusters Score -1.323256e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57059 members 
Mstep: Class 2 contains 54580 members 
Entering Unmasked Estep 
Score: -13232612.000000 Penalty: 3777.483398
	Iteration 16Q: 3 clusters Score -1.323261e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56664 members 
Mstep: Class 2 contains 54975 members 
Entering Unmasked Estep 
Score: -13232625.000000 Penalty: 3777.483398
	Iteration 17Q: 3 clusters Score -1.323262e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56251 members 
Mstep: Class 2 contains 55388 members 
Entering Unmasked Estep 
Score: -13232641.000000 Penalty: 3777.483398
	Iteration 18Q: 3 clusters Score -1.323264e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55839 members 
Mstep: Class 2 contains 55800 members 
Entering Unmasked Estep 
Score: -13232657.000000 Penalty: 3777.483398
	Iteration 19Q: 3 clusters Score -1.323266e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55408 members 
Mstep: Class 2 contains 56231 members 
Entering Unmasked Estep 
Score: -13232668.000000 Penalty: 3777.483398
	Iteration 20F: 3 clusters Score -1.323267e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54945 members 
Mstep: Class 2 contains 56694 members 
Entering Unmasked Estep 
Score: -13232702.000000 Penalty: 3777.483398
	Iteration 21Q: 3 clusters Score -1.32327e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54469 members 
Mstep: Class 2 contains 57170 members 
Entering Unmasked Estep 
Score: -13232697.000000 Penalty: 3777.483398
	Iteration 22Q: 3 clusters Score -1.32327e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53980 members 
Mstep: Class 2 contains 57659 members 
Entering Unmasked Estep 
Score: -13232730.000000 Penalty: 3777.483398
	Iteration 23Q: 3 clusters Score -1.323273e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53442 members 
Mstep: Class 2 contains 58197 members 
Entering Unmasked Estep 
Score: -13232785.000000 Penalty: 3777.483398
	Iteration 24Q: 3 clusters Score -1.323278e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52862 members 
Mstep: Class 2 contains 58777 members 
Entering Unmasked Estep 
Score: -13232859.000000 Penalty: 3777.483398
	Iteration 25Q: 3 clusters Score -1.323286e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52207 members 
Mstep: Class 2 contains 59432 members 
Entering Unmasked Estep 
Score: -13232936.000000 Penalty: 3777.483398
	Iteration 26Q: 3 clusters Score -1.323294e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51442 members 
Mstep: Class 2 contains 60197 members 
Entering Unmasked Estep 
Score: -13232936.000000 Penalty: 3777.483398
	Iteration 27Q: 3 clusters Score -1.323294e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50604 members 
Mstep: Class 2 contains 61035 members 
Entering Unmasked Estep 
Score: -13233068.000000 Penalty: 3777.483398
	Iteration 28Q: 3 clusters Score -1.323307e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49726 members 
Mstep: Class 2 contains 61913 members 
Entering Unmasked Estep 
Score: -13233199.000000 Penalty: 3777.483398
	Iteration 29Q: 3 clusters Score -1.32332e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48736 members 
Mstep: Class 2 contains 62903 members 
Entering Unmasked Estep 
Score: -13233294.000000 Penalty: 3777.483398
	Iteration 30Q: 3 clusters Score -1.323329e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47679 members 
Mstep: Class 2 contains 63960 members 
Entering Unmasked Estep 
Score: -13233442.000000 Penalty: 3777.483398
	Iteration 31Q: 3 clusters Score -1.323344e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46548 members 
Mstep: Class 2 contains 65091 members 
Entering Unmasked Estep 
Score: -13233613.000000 Penalty: 3777.483398
	Iteration 32Q: 3 clusters Score -1.323361e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45242 members 
Mstep: Class 2 contains 66397 members 
Entering Unmasked Estep 
Score: -13233863.000000 Penalty: 3777.483398
	Iteration 33Q: 3 clusters Score -1.323386e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43869 members 
Mstep: Class 2 contains 67770 members 
Entering Unmasked Estep 
Score: -13234057.000000 Penalty: 3777.483398
	Iteration 34Q: 3 clusters Score -1.323406e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42522 members 
Mstep: Class 2 contains 69117 members 
Entering Unmasked Estep 
Score: -13234308.000000 Penalty: 3777.483398
	Iteration 35Q: 3 clusters Score -1.323431e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41099 members 
Mstep: Class 2 contains 70540 members 
Entering Unmasked Estep 
Score: -13234614.000000 Penalty: 3777.483398
	Iteration 36Q: 3 clusters Score -1.323461e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39591 members 
Mstep: Class 2 contains 72048 members 
Entering Unmasked Estep 
Score: -13234897.000000 Penalty: 3777.483398
	Iteration 37Q: 3 clusters Score -1.32349e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37961 members 
Mstep: Class 2 contains 73678 members 
Entering Unmasked Estep 
Score: -13235215.000000 Penalty: 3777.483398
	Iteration 38Q: 3 clusters Score -1.323522e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36238 members 
Mstep: Class 2 contains 75401 members 
Entering Unmasked Estep 
Score: -13235590.000000 Penalty: 3777.483398
	Iteration 39Q: 3 clusters Score -1.323559e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Mstep: Class 2 contains 77122 members 
Entering Unmasked Estep 
Score: -13236093.000000 Penalty: 3777.483398
	Iteration 40F: 3 clusters Score -1.323609e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32843 members 
Mstep: Class 2 contains 78796 members 
Entering Unmasked Estep 
Score: -13236468.000000 Penalty: 3777.483398
	Iteration 41Q: 3 clusters Score -1.323647e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 80534 members 
Entering Unmasked Estep 
Score: -13237085.000000 Penalty: 3777.483398
	Iteration 42Q: 3 clusters Score -1.323708e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 82205 members 
Entering Unmasked Estep 
Score: -13237600.000000 Penalty: 3777.483398
	Iteration 43Q: 3 clusters Score -1.32376e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 83788 members 
Entering Unmasked Estep 
Score: -13238103.000000 Penalty: 3777.483398
	Iteration 44Q: 3 clusters Score -1.32381e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 85319 members 
Entering Unmasked Estep 
Score: -13238613.000000 Penalty: 3777.483398
	Iteration 45Q: 3 clusters Score -1.323861e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 86754 members 
Entering Unmasked Estep 
Score: -13239214.000000 Penalty: 3777.483398
	Iteration 46Q: 3 clusters Score -1.323921e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 88141 members 
Entering Unmasked Estep 
Score: -13239834.000000 Penalty: 3777.483398
	Iteration 47Q: 3 clusters Score -1.323983e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 89464 members 
Entering Unmasked Estep 
Score: -13240319.000000 Penalty: 3777.483398
	Iteration 48Q: 3 clusters Score -1.324032e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 90722 members 
Entering Unmasked Estep 
Score: -13240757.000000 Penalty: 3777.483398
	Iteration 49Q: 3 clusters Score -1.324076e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 91840 members 
Entering Unmasked Estep 
Score: -13241160.000000 Penalty: 3777.483398
	Iteration 50Q: 3 clusters Score -1.324116e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 92706 members 
Entering Unmasked Estep 
Score: -13241557.000000 Penalty: 3777.483398
	Iteration 51Q: 3 clusters Score -1.324156e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 93483 members 
Entering Unmasked Estep 
Score: -13241790.000000 Penalty: 3777.483398
	Iteration 52Q: 3 clusters Score -1.324179e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 94203 members 
Entering Unmasked Estep 
Score: -13242126.000000 Penalty: 3777.483398
	Iteration 53Q: 3 clusters Score -1.324213e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 94883 members 
Entering Unmasked Estep 
Score: -13242355.000000 Penalty: 3777.483398
	Iteration 54Q: 3 clusters Score -1.324236e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 95546 members 
Entering Unmasked Estep 
Score: -13242570.000000 Penalty: 3777.483398
	Iteration 55Q: 3 clusters Score -1.324257e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 96218 members 
Entering Unmasked Estep 
Score: -13242776.000000 Penalty: 3777.483398
	Iteration 56Q: 3 clusters Score -1.324278e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 96857 members 
Entering Unmasked Estep 
Score: -13242962.000000 Penalty: 3777.483398
	Iteration 57Q: 3 clusters Score -1.324296e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 97521 members 
Entering Unmasked Estep 
Score: -13243192.000000 Penalty: 3777.483398
	Iteration 58Q: 3 clusters Score -1.324319e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 98239 members 
Entering Unmasked Estep 
Score: -13243399.000000 Penalty: 3777.483398
	Iteration 59Q: 3 clusters Score -1.32434e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 98987 members 
Entering Unmasked Estep 
Score: -13243601.000000 Penalty: 3777.483398
	Iteration 60F: 3 clusters Score -1.32436e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 99775 members 
Entering Unmasked Estep 
Score: -13243795.000000 Penalty: 3777.483398
	Iteration 61Q: 3 clusters Score -1.32438e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 100602 members 
Entering Unmasked Estep 
Score: -13244042.000000 Penalty: 3777.483398
	Iteration 62Q: 3 clusters Score -1.324404e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 101445 members 
Entering Unmasked Estep 
Score: -13244389.000000 Penalty: 3777.483398
	Iteration 63Q: 3 clusters Score -1.324439e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 102367 members 
Entering Unmasked Estep 
Score: -13244613.000000 Penalty: 3777.483398
	Iteration 64Q: 3 clusters Score -1.324461e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 103309 members 
Entering Unmasked Estep 
Score: -13244883.000000 Penalty: 3777.483398
	Iteration 65Q: 3 clusters Score -1.324488e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 104251 members 
Entering Unmasked Estep 
Score: -13245203.000000 Penalty: 3777.483398
	Iteration 66Q: 3 clusters Score -1.32452e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 105214 members 
Entering Unmasked Estep 
Score: -13245565.000000 Penalty: 3777.483398
	Iteration 67Q: 3 clusters Score -1.324556e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 106138 members 
Entering Unmasked Estep 
Score: -13245853.000000 Penalty: 3777.483398
	Iteration 68Q: 3 clusters Score -1.324585e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 107017 members 
Entering Unmasked Estep 
Score: -13246232.000000 Penalty: 3777.483398
	Iteration 69Q: 3 clusters Score -1.324623e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 107832 members 
Entering Unmasked Estep 
Score: -13246607.000000 Penalty: 3777.483398
	Iteration 70Q: 3 clusters Score -1.324661e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 108523 members 
Entering Unmasked Estep 
Score: -13246957.000000 Penalty: 3777.483398
	Iteration 71Q: 3 clusters Score -1.324696e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 109061 members 
Entering Unmasked Estep 
Score: -13247235.000000 Penalty: 3777.483398
	Iteration 72Q: 3 clusters Score -1.324724e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 109489 members 
Entering Unmasked Estep 
Score: -13247511.000000 Penalty: 3777.483398
	Iteration 73Q: 3 clusters Score -1.324751e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 109828 members 
Entering Unmasked Estep 
Score: -13247636.000000 Penalty: 3777.483398
	Iteration 74Q: 3 clusters Score -1.324764e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 110062 members 
Entering Unmasked Estep 
Score: -13247748.000000 Penalty: 3777.483398
	Iteration 75Q: 3 clusters Score -1.324775e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 110217 members 
Entering Unmasked Estep 
Score: -13247809.000000 Penalty: 3777.483398
	Iteration 76Q: 3 clusters Score -1.324781e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 110334 members 
Entering Unmasked Estep 
Score: -13247880.000000 Penalty: 3777.483398
	Iteration 77Q: 3 clusters Score -1.324788e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 110440 members 
Entering Unmasked Estep 
Score: -13247949.000000 Penalty: 3777.483398
	Iteration 78Q: 3 clusters Score -1.324795e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 110524 members 
Entering Unmasked Estep 
Score: -13247991.000000 Penalty: 3777.483398
	Iteration 79Q: 3 clusters Score -1.324799e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 110584 members 
Entering Unmasked Estep 
Score: -13248036.000000 Penalty: 3777.483398
	Iteration 80F: 3 clusters Score -1.324804e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 110633 members 
Entering Unmasked Estep 
Score: -13248082.000000 Penalty: 3777.483398
	Iteration 81Q: 3 clusters Score -1.324808e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 110676 members 
Entering Unmasked Estep 
Score: -13248106.000000 Penalty: 3777.483398
	Iteration 82Q: 3 clusters Score -1.324811e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 110707 members 
Entering Unmasked Estep 
Score: -13248119.000000 Penalty: 3777.483398
	Iteration 83Q: 3 clusters Score -1.324812e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 110735 members 
Entering Unmasked Estep 
Score: -13248137.000000 Penalty: 3777.483398
	Iteration 84Q: 3 clusters Score -1.324814e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 110768 members 
Entering Unmasked Estep 
Score: -13248169.000000 Penalty: 3777.483398
	Iteration 85Q: 3 clusters Score -1.324817e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 110791 members 
Entering Unmasked Estep 
Score: -13248162.000000 Penalty: 3777.483398
	Iteration 86Q: 3 clusters Score -1.324816e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 110807 members 
Entering Unmasked Estep 
Score: -13248173.000000 Penalty: 3777.483398
	Iteration 87Q: 3 clusters Score -1.324817e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 110812 members 
Entering Unmasked Estep 
Score: -13248170.000000 Penalty: 3777.483398
	Iteration 88Q: 3 clusters Score -1.324817e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 110820 members 
Entering Unmasked Estep 
Score: -13248172.000000 Penalty: 3777.483398
	Iteration 89Q: 3 clusters Score -1.324817e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 110831 members 
Entering Unmasked Estep 
Score: -13248184.000000 Penalty: 3777.483398
	Iteration 90Q: 3 clusters Score -1.324818e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 110850 members 
Entering Unmasked Estep 
Score: -13248193.000000 Penalty: 3777.483398
	Iteration 91Q: 3 clusters Score -1.324819e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 110865 members 
Entering Unmasked Estep 
Score: -13248205.000000 Penalty: 3777.483398
	Iteration 92Q: 3 clusters Score -1.32482e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 110880 members 
Entering Unmasked Estep 
Score: -13248198.000000 Penalty: 3777.483398
	Iteration 93Q: 3 clusters Score -1.32482e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 110892 members 
Entering Unmasked Estep 
Score: -13248214.000000 Penalty: 3777.483398
	Iteration 94Q: 3 clusters Score -1.324821e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 110897 members 
Entering Unmasked Estep 
Score: -13248209.000000 Penalty: 3777.483398
	Iteration 95Q: 3 clusters Score -1.324821e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 110900 members 
Entering Unmasked Estep 
Score: -13248216.000000 Penalty: 3777.483398
	Iteration 96Q: 3 clusters Score -1.324822e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 110900 members 
Entering Unmasked Estep 
Score: -13248217.000000 Penalty: 3777.483398
	Iteration 97Q: 3 clusters Score -1.324822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 110901 members 
Entering Unmasked Estep 
Score: -13248219.000000 Penalty: 3777.483398
	Iteration 98Q: 3 clusters Score -1.324822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 110902 members 
Entering Unmasked Estep 
Score: -13248210.000000 Penalty: 3777.483398
	Iteration 99Q: 3 clusters Score -1.324821e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 110903 members 
Entering Unmasked Estep 
Score: -13248206.000000 Penalty: 3777.483398
	Iteration 100F: 3 clusters Score -1.324821e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 110904 members 
Entering Unmasked Estep 
Score: -13248215.000000 Penalty: 3777.483398
	Iteration 101Q: 3 clusters Score -1.324822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 110905 members 
Entering Unmasked Estep 
Score: -13248213.000000 Penalty: 3777.483398
	Iteration 102Q: 3 clusters Score -1.324821e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 110906 members 
Entering Unmasked Estep 
Score: -13248212.000000 Penalty: 3777.483398
	Iteration 103Q: 3 clusters Score -1.324821e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 110907 members 
Entering Unmasked Estep 
Score: -13248210.000000 Penalty: 3777.483398
	Iteration 104Q: 3 clusters Score -1.324821e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 110908 members 
Entering Unmasked Estep 
Score: -13248219.000000 Penalty: 3777.483398
	Iteration 105Q: 3 clusters Score -1.324822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 110909 members 
Entering Unmasked Estep 
Score: -13248215.000000 Penalty: 3777.483398
	Iteration 106Q: 3 clusters Score -1.324822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 110910 members 
Entering Unmasked Estep 
Score: -13248215.000000 Penalty: 3777.483398
	Iteration 107Q: 3 clusters Score -1.324822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 110911 members 
Entering Unmasked Estep 
Score: -13248215.000000 Penalty: 3777.483398
	Iteration 108Q: 3 clusters Score -1.324822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 110910 members 
Entering Unmasked Estep 
Score: -13248217.000000 Penalty: 3777.483398
	Iteration 109Q: 3 clusters Score -1.324822e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 110909 members 
Entering Unmasked Estep 
Score: -13248218.000000 Penalty: 3777.483398
	Iteration 110Q: 3 clusters Score -1.324822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 110908 members 
Entering Unmasked Estep 
Score: -13248214.000000 Penalty: 3777.483398
	Iteration 111Q: 3 clusters Score -1.324821e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 110909 members 
Entering Unmasked Estep 
Score: -13248213.000000 Penalty: 3777.483398
	Iteration 112Q: 3 clusters Score -1.324821e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 110910 members 
Entering Unmasked Estep 
Score: -13248215.000000 Penalty: 3777.483398
	Iteration 113Q: 3 clusters Score -1.324822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 110911 members 
Entering Unmasked Estep 
Score: -13248208.000000 Penalty: 3777.483398
	Iteration 114Q: 3 clusters Score -1.324821e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 110911 members 
Entering Unmasked Estep 
Score: -13248208.000000 Penalty: 3777.483398
	Iteration 115F: 3 clusters Score -1.324821e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (126470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126470 members 
Entering Unmasked Estep 
Score: -14926873.000000 Penalty: 1909.011108
	Iteration 0F: 2 clusters Score -1.492687e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63251 members 
Mstep: Class 2 contains 63219 members 
Entering Unmasked Estep 
Score: -14849781.000000 Penalty: 3818.022217
	Iteration 0F: 3 clusters Score -1.484978e+07 nChanged 60920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61661 members 
Mstep: Class 2 contains 64809 members 
Entering Unmasked Estep 
Score: -14885673.000000 Penalty: 3818.022217
	Iteration 1F: 3 clusters Score -1.488567e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60467 members 
Mstep: Class 2 contains 66003 members 
Entering Unmasked Estep 
Score: -14886360.000000 Penalty: 3818.022217
	Iteration 2Q: 3 clusters Score -1.488636e+07 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58835 members 
Mstep: Class 2 contains 67635 members 
Entering Unmasked Estep 
Score: -14887165.000000 Penalty: 3818.022217
	Iteration 3Q: 3 clusters Score -1.488716e+07 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56561 members 
Mstep: Class 2 contains 69909 members 
Entering Unmasked Estep 
Score: -14888438.000000 Penalty: 3818.022217
	Iteration 4Q: 3 clusters Score -1.488844e+07 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53248 members 
Mstep: Class 2 contains 73222 members 
Entering Unmasked Estep 
Score: -14890191.000000 Penalty: 3818.022217
	Iteration 5Q: 3 clusters Score -1.489019e+07 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48709 members 
Mstep: Class 2 contains 77761 members 
Entering Unmasked Estep 
Score: -14893099.000000 Penalty: 3818.022217
	Iteration 6Q: 3 clusters Score -1.48931e+07 nChanged 7009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42936 members 
Mstep: Class 2 contains 83534 members 
Entering Unmasked Estep 
Score: -14897663.000000 Penalty: 3818.022217
	Iteration 7F: 3 clusters Score -1.489766e+07 nChanged 7920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36148 members 
Mstep: Class 2 contains 90322 members 
Entering Unmasked Estep 
Score: -14904123.000000 Penalty: 3818.022217
	Iteration 8F: 3 clusters Score -1.490412e+07 nChanged 8013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 97329 members 
Entering Unmasked Estep 
Score: -14910672.000000 Penalty: 3818.022217
	Iteration 9F: 3 clusters Score -1.491067e+07 nChanged 7205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 104064 members 
Entering Unmasked Estep 
Score: -14915342.000000 Penalty: 3818.022217
	Iteration 10F: 3 clusters Score -1.491534e+07 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 109774 members 
Entering Unmasked Estep 
Score: -14918479.000000 Penalty: 3818.022217
	Iteration 11Q: 3 clusters Score -1.491848e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 114296 members 
Entering Unmasked Estep 
Score: -14920382.000000 Penalty: 3818.022217
	Iteration 12Q: 3 clusters Score -1.492038e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 117582 members 
Entering Unmasked Estep 
Score: -14921646.000000 Penalty: 3818.022217
	Iteration 13Q: 3 clusters Score -1.492165e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 120028 members 
Entering Unmasked Estep 
Score: -14922618.000000 Penalty: 3818.022217
	Iteration 14Q: 3 clusters Score -1.492262e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 121826 members 
Entering Unmasked Estep 
Score: -14923296.000000 Penalty: 3818.022217
	Iteration 15Q: 3 clusters Score -1.49233e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 123124 members 
Entering Unmasked Estep 
Score: -14923793.000000 Penalty: 3818.022217
	Iteration 16Q: 3 clusters Score -1.492379e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 124067 members 
Entering Unmasked Estep 
Score: -14924225.000000 Penalty: 3818.022217
	Iteration 17Q: 3 clusters Score -1.492422e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 124684 members 
Entering Unmasked Estep 
Score: -14924551.000000 Penalty: 3818.022217
	Iteration 18Q: 3 clusters Score -1.492455e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 125097 members 
Entering Unmasked Estep 
Score: -14924682.000000 Penalty: 3818.022217
	Iteration 19Q: 3 clusters Score -1.492468e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 125376 members 
Entering Unmasked Estep 
Score: -14924811.000000 Penalty: 3818.022217
	Iteration 20F: 3 clusters Score -1.492481e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 125541 members 
Entering Unmasked Estep 
Score: -14924880.000000 Penalty: 3818.022217
	Iteration 21Q: 3 clusters Score -1.492488e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 125651 members 
Entering Unmasked Estep 
Score: -14924932.000000 Penalty: 3818.022217
	Iteration 22Q: 3 clusters Score -1.492493e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 125733 members 
Entering Unmasked Estep 
Score: -14925003.000000 Penalty: 3818.022217
	Iteration 23Q: 3 clusters Score -1.4925e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 125784 members 
Entering Unmasked Estep 
Score: -14925055.000000 Penalty: 3818.022217
	Iteration 24Q: 3 clusters Score -1.492506e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 125832 members 
Entering Unmasked Estep 
Score: -14925066.000000 Penalty: 3818.022217
	Iteration 25Q: 3 clusters Score -1.492507e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 125862 members 
Entering Unmasked Estep 
Score: -14925083.000000 Penalty: 3818.022217
	Iteration 26Q: 3 clusters Score -1.492508e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 125890 members 
Entering Unmasked Estep 
Score: -14925122.000000 Penalty: 3818.022217
	Iteration 27Q: 3 clusters Score -1.492512e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 125922 members 
Entering Unmasked Estep 
Score: -14925145.000000 Penalty: 3818.022217
	Iteration 28Q: 3 clusters Score -1.492514e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 125943 members 
Entering Unmasked Estep 
Score: -14925139.000000 Penalty: 3818.022217
	Iteration 29Q: 3 clusters Score -1.492514e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 125960 members 
Entering Unmasked Estep 
Score: -14925162.000000 Penalty: 3818.022217
	Iteration 30Q: 3 clusters Score -1.492516e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 125976 members 
Entering Unmasked Estep 
Score: -14925177.000000 Penalty: 3818.022217
	Iteration 31Q: 3 clusters Score -1.492518e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 125988 members 
Entering Unmasked Estep 
Score: -14925188.000000 Penalty: 3818.022217
	Iteration 32Q: 3 clusters Score -1.492519e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 126000 members 
Entering Unmasked Estep 
Score: -14925201.000000 Penalty: 3818.022217
	Iteration 33Q: 3 clusters Score -1.49252e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 126008 members 
Entering Unmasked Estep 
Score: -14925219.000000 Penalty: 3818.022217
	Iteration 34Q: 3 clusters Score -1.492522e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 126016 members 
Entering Unmasked Estep 
Score: -14925215.000000 Penalty: 3818.022217
	Iteration 35Q: 3 clusters Score -1.492522e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 126022 members 
Entering Unmasked Estep 
Score: -14925210.000000 Penalty: 3818.022217
	Iteration 36Q: 3 clusters Score -1.492521e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 126027 members 
Entering Unmasked Estep 
Score: -14925220.000000 Penalty: 3818.022217
	Iteration 37Q: 3 clusters Score -1.492522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 126029 members 
Entering Unmasked Estep 
Score: -14925209.000000 Penalty: 3818.022217
	Iteration 38Q: 3 clusters Score -1.492521e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 126031 members 
Entering Unmasked Estep 
Score: -14925208.000000 Penalty: 3818.022217
	Iteration 39Q: 3 clusters Score -1.492521e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 126030 members 
Entering Unmasked Estep 
Score: -14925206.000000 Penalty: 3818.022217
	Iteration 40F: 3 clusters Score -1.492521e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Entering Unmasked Estep 
Score: -381340.000000 Penalty: 1325.712402
	Iteration 0F: 2 clusters Score -381340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -378257.468750 Penalty: 2651.424805
	Iteration 0F: 3 clusters Score -378257.5 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -379007.062500 Penalty: 2651.424805
	Iteration 1F: 3 clusters Score -379007.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -379165.187500 Penalty: 2651.424805
	Iteration 2F: 3 clusters Score -379165.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -379276.406250 Penalty: 2651.424805
	Iteration 3F: 3 clusters Score -379276.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -379353.562500 Penalty: 2651.424805
	Iteration 4Q: 3 clusters Score -379353.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -379413.968750 Penalty: 2651.424805
	Iteration 5Q: 3 clusters Score -379414 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -379461.937500 Penalty: 2651.424805
	Iteration 6Q: 3 clusters Score -379461.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -379497.625000 Penalty: 2651.424805
	Iteration 7Q: 3 clusters Score -379497.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -379527.906250 Penalty: 2651.424805
	Iteration 8Q: 3 clusters Score -379527.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -379558.906250 Penalty: 2651.424805
	Iteration 9Q: 3 clusters Score -379558.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -379585.343750 Penalty: 2651.424805
	Iteration 10Q: 3 clusters Score -379585.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -379617.218750 Penalty: 2651.424805
	Iteration 11Q: 3 clusters Score -379617.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -379644.781250 Penalty: 2651.424805
	Iteration 12Q: 3 clusters Score -379644.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -379676.906250 Penalty: 2651.424805
	Iteration 13Q: 3 clusters Score -379676.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -379711.218750 Penalty: 2651.424805
	Iteration 14Q: 3 clusters Score -379711.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -379750.093750 Penalty: 2651.424805
	Iteration 15Q: 3 clusters Score -379750.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -379785.812500 Penalty: 2651.424805
	Iteration 16Q: 3 clusters Score -379785.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -379816.343750 Penalty: 2651.424805
	Iteration 17Q: 3 clusters Score -379816.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -379841.125000 Penalty: 2651.424805
	Iteration 18Q: 3 clusters Score -379841.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -379866.593750 Penalty: 2651.424805
	Iteration 19Q: 3 clusters Score -379866.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -379895.281250 Penalty: 2651.424805
	Iteration 20F: 3 clusters Score -379895.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -379916.250000 Penalty: 2651.424805
	Iteration 21Q: 3 clusters Score -379916.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -379931.593750 Penalty: 2651.424805
	Iteration 22Q: 3 clusters Score -379931.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -379950.562500 Penalty: 2651.424805
	Iteration 23Q: 3 clusters Score -379950.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -379969.093750 Penalty: 2651.424805
	Iteration 24Q: 3 clusters Score -379969.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -379983.937500 Penalty: 2651.424805
	Iteration 25Q: 3 clusters Score -379983.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -380003.531250 Penalty: 2651.424805
	Iteration 26Q: 3 clusters Score -380003.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -380026.500000 Penalty: 2651.424805
	Iteration 27Q: 3 clusters Score -380026.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -380043.125000 Penalty: 2651.424805
	Iteration 28Q: 3 clusters Score -380043.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -380061.500000 Penalty: 2651.424805
	Iteration 29Q: 3 clusters Score -380061.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -380077.375000 Penalty: 2651.424805
	Iteration 30Q: 3 clusters Score -380077.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -380094.093750 Penalty: 2651.424805
	Iteration 31Q: 3 clusters Score -380094.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -380113.562500 Penalty: 2651.424805
	Iteration 32Q: 3 clusters Score -380113.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -380130.343750 Penalty: 2651.424805
	Iteration 33Q: 3 clusters Score -380130.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -380139.531250 Penalty: 2651.424805
	Iteration 34Q: 3 clusters Score -380139.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -380146.062500 Penalty: 2651.424805
	Iteration 35Q: 3 clusters Score -380146.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -380151.343750 Penalty: 2651.424805
	Iteration 36Q: 3 clusters Score -380151.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -380156.687500 Penalty: 2651.424805
	Iteration 37Q: 3 clusters Score -380156.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -380159.593750 Penalty: 2651.424805
	Iteration 38Q: 3 clusters Score -380159.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -380159.843750 Penalty: 2651.424805
	Iteration 39Q: 3 clusters Score -380159.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -380161.843750 Penalty: 2651.424805
	Iteration 40F: 3 clusters Score -380161.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -380163.906250 Penalty: 2651.424805
	Iteration 41Q: 3 clusters Score -380163.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -380164.937500 Penalty: 2651.424805
	Iteration 42Q: 3 clusters Score -380164.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -380166.343750 Penalty: 2651.424805
	Iteration 43Q: 3 clusters Score -380166.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -380167.781250 Penalty: 2651.424805
	Iteration 44Q: 3 clusters Score -380167.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -380168.625000 Penalty: 2651.424805
	Iteration 45Q: 3 clusters Score -380168.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -380169.531250 Penalty: 2651.424805
	Iteration 46Q: 3 clusters Score -380169.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -380169.531250 Penalty: 2651.424805
	Iteration 47F: 3 clusters Score -380169.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (93176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93176 members 
Entering Unmasked Estep 
Score: -11115061.000000 Penalty: 1859.364868
	Iteration 0F: 2 clusters Score -1.111506e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46749 members 
Mstep: Class 2 contains 46427 members 
Entering Unmasked Estep 
Score: -11053823.000000 Penalty: 3718.729736
	Iteration 0F: 3 clusters Score -1.105382e+07 nChanged 44237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49214 members 
Mstep: Class 2 contains 43962 members 
Entering Unmasked Estep 
Score: -11079298.000000 Penalty: 3718.729736
	Iteration 1F: 3 clusters Score -1.10793e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50740 members 
Mstep: Class 2 contains 42436 members 
Entering Unmasked Estep 
Score: -11080034.000000 Penalty: 3718.729736
	Iteration 2Q: 3 clusters Score -1.108003e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53042 members 
Mstep: Class 2 contains 40134 members 
Entering Unmasked Estep 
Score: -11081084.000000 Penalty: 3718.729736
	Iteration 3Q: 3 clusters Score -1.108108e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56312 members 
Mstep: Class 2 contains 36864 members 
Entering Unmasked Estep 
Score: -11082732.000000 Penalty: 3718.729736
	Iteration 4Q: 3 clusters Score -1.108273e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60863 members 
Mstep: Class 2 contains 32313 members 
Entering Unmasked Estep 
Score: -11085525.000000 Penalty: 3718.729736
	Iteration 5F: 3 clusters Score -1.108552e+07 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66739 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -11090303.000000 Penalty: 3718.729736
	Iteration 6F: 3 clusters Score -1.10903e+07 nChanged 7089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73272 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -11096677.000000 Penalty: 3718.729736
	Iteration 7F: 3 clusters Score -1.109668e+07 nChanged 6296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78802 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -11103111.000000 Penalty: 3718.729736
	Iteration 8F: 3 clusters Score -1.110311e+07 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81946 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -11108107.000000 Penalty: 3718.729736
	Iteration 9Q: 3 clusters Score -1.110811e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82950 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -11111576.000000 Penalty: 3718.729736
	Iteration 10Q: 3 clusters Score -1.111158e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82982 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -11113395.000000 Penalty: 3718.729736
	Iteration 11Q: 3 clusters Score -1.11134e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82880 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -11114362.000000 Penalty: 3718.729736
	Iteration 12Q: 3 clusters Score -1.111436e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82730 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -11114942.000000 Penalty: 3718.729736
	Iteration 13Q: 3 clusters Score -1.111494e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82580 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -11115377.000000 Penalty: 3718.729736
	Iteration 14Q: 3 clusters Score -1.111538e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82439 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -11115581.000000 Penalty: 3718.729736
	Iteration 15Q: 3 clusters Score -1.111558e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82377 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -11115650.000000 Penalty: 3718.729736
	Iteration 16Q: 3 clusters Score -1.111565e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82321 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -11115708.000000 Penalty: 3718.729736
	Iteration 17Q: 3 clusters Score -1.111571e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82236 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -11115775.000000 Penalty: 3718.729736
	Iteration 18Q: 3 clusters Score -1.111578e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82152 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -11115800.000000 Penalty: 3718.729736
	Iteration 19Q: 3 clusters Score -1.11158e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82077 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -11115821.000000 Penalty: 3718.729736
	Iteration 20F: 3 clusters Score -1.111582e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81985 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -11115845.000000 Penalty: 3718.729736
	Iteration 21Q: 3 clusters Score -1.111584e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81921 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -11115838.000000 Penalty: 3718.729736
	Iteration 22Q: 3 clusters Score -1.111584e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81859 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -11115844.000000 Penalty: 3718.729736
	Iteration 23Q: 3 clusters Score -1.111584e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81818 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -11115838.000000 Penalty: 3718.729736
	Iteration 24Q: 3 clusters Score -1.111584e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81782 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -11115826.000000 Penalty: 3718.729736
	Iteration 25Q: 3 clusters Score -1.111583e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81756 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -11115805.000000 Penalty: 3718.729736
	Iteration 26Q: 3 clusters Score -1.11158e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81730 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -11115796.000000 Penalty: 3718.729736
	Iteration 27Q: 3 clusters Score -1.11158e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81712 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -11115801.000000 Penalty: 3718.729736
	Iteration 28Q: 3 clusters Score -1.11158e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81694 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -11115799.000000 Penalty: 3718.729736
	Iteration 29Q: 3 clusters Score -1.11158e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81681 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -11115804.000000 Penalty: 3718.729736
	Iteration 30Q: 3 clusters Score -1.11158e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81664 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -11115805.000000 Penalty: 3718.729736
	Iteration 31Q: 3 clusters Score -1.11158e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81648 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -11115798.000000 Penalty: 3718.729736
	Iteration 32Q: 3 clusters Score -1.11158e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81632 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -11115813.000000 Penalty: 3718.729736
	Iteration 33Q: 3 clusters Score -1.111581e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81613 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -11115816.000000 Penalty: 3718.729736
	Iteration 34Q: 3 clusters Score -1.111582e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81595 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -11115811.000000 Penalty: 3718.729736
	Iteration 35Q: 3 clusters Score -1.111581e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81583 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -11115802.000000 Penalty: 3718.729736
	Iteration 36Q: 3 clusters Score -1.11158e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81576 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -11115798.000000 Penalty: 3718.729736
	Iteration 37Q: 3 clusters Score -1.11158e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81570 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -11115798.000000 Penalty: 3718.729736
	Iteration 38Q: 3 clusters Score -1.11158e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81565 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -11115792.000000 Penalty: 3718.729736
	Iteration 39Q: 3 clusters Score -1.111579e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81558 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -11115781.000000 Penalty: 3718.729736
	Iteration 40F: 3 clusters Score -1.111578e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81552 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -11115794.000000 Penalty: 3718.729736
	Iteration 41Q: 3 clusters Score -1.111579e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81543 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -11115800.000000 Penalty: 3718.729736
	Iteration 42Q: 3 clusters Score -1.11158e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81535 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -11115791.000000 Penalty: 3718.729736
	Iteration 43Q: 3 clusters Score -1.111579e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81529 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -11115797.000000 Penalty: 3718.729736
	Iteration 44Q: 3 clusters Score -1.11158e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81520 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -11115791.000000 Penalty: 3718.729736
	Iteration 45Q: 3 clusters Score -1.111579e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81511 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -11115796.000000 Penalty: 3718.729736
	Iteration 46Q: 3 clusters Score -1.11158e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81506 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -11115799.000000 Penalty: 3718.729736
	Iteration 47Q: 3 clusters Score -1.11158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81504 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -11115806.000000 Penalty: 3718.729736
	Iteration 48Q: 3 clusters Score -1.111581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81501 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -11115801.000000 Penalty: 3718.729736
	Iteration 49Q: 3 clusters Score -1.11158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81499 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -11115806.000000 Penalty: 3718.729736
	Iteration 50Q: 3 clusters Score -1.111581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81496 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -11115803.000000 Penalty: 3718.729736
	Iteration 51Q: 3 clusters Score -1.11158e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81492 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -11115806.000000 Penalty: 3718.729736
	Iteration 52Q: 3 clusters Score -1.111581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81488 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -11115800.000000 Penalty: 3718.729736
	Iteration 53Q: 3 clusters Score -1.11158e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81484 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -11115801.000000 Penalty: 3718.729736
	Iteration 54Q: 3 clusters Score -1.11158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81482 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -11115805.000000 Penalty: 3718.729736
	Iteration 55Q: 3 clusters Score -1.11158e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81474 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -11115812.000000 Penalty: 3718.729736
	Iteration 56Q: 3 clusters Score -1.111581e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81468 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -11115807.000000 Penalty: 3718.729736
	Iteration 57Q: 3 clusters Score -1.111581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81464 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -11115810.000000 Penalty: 3718.729736
	Iteration 58Q: 3 clusters Score -1.111581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81462 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -11115815.000000 Penalty: 3718.729736
	Iteration 59Q: 3 clusters Score -1.111582e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81456 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -11115813.000000 Penalty: 3718.729736
	Iteration 60F: 3 clusters Score -1.111581e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81454 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -11115817.000000 Penalty: 3718.729736
	Iteration 61Q: 3 clusters Score -1.111582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81452 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -11115818.000000 Penalty: 3718.729736
	Iteration 62Q: 3 clusters Score -1.111582e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81451 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -11115818.000000 Penalty: 3718.729736
	Iteration 63Q: 3 clusters Score -1.111582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81449 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -11115806.000000 Penalty: 3718.729736
	Iteration 64Q: 3 clusters Score -1.111581e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81449 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -11115806.000000 Penalty: 3718.729736
	Iteration 65F: 3 clusters Score -1.111581e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 198945 members 
Mstep: Class 3 contains 89519 members 
Mstep: Class 4 contains 16107 members 
Mstep: Class 5 contains 36395 members 
Mstep: Class 6 contains 43735 members 
Mstep: Class 7 contains 105671 members 
Mstep: Class 8 contains 29895 members 
Mstep: Class 9 contains 37820 members 
Mstep: Class 10 contains 9509 members 
Mstep: Class 11 contains 124 members 
Mstep: Class 12 contains 280 members 
Mstep: Class 13 contains 7855 members 
Mstep: Class 14 contains 771 members 
Mstep: Class 15 contains 17646 members 
Mstep: Class 16 contains 72609 members 
Mstep: Class 17 contains 111639 members 
Mstep: Class 18 contains 126470 members 
Mstep: Class 19 contains 3492 members 
Mstep: Class 20 contains 81449 members 
Mstep: Class 21 contains 33809 members 
Mstep: Class 22 contains 61971 members 
Mstep: Class 23 contains 18449 members 
Mstep: Class 24 contains 4777 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 1134 members 
Mstep: Class 28 contains 103175 members 
Mstep: Class 29 contains 5448 members 
Mstep: Class 30 contains 9381 members 
Mstep: Class 31 contains 78977 members 
Mstep: Class 32 contains 4372 members 
Mstep: Class 33 contains 36542 members 
Mstep: Class 34 contains 498 members 
Mstep: Class 35 contains 489 members 
Mstep: Class 36 contains 1567 members 
Mstep: Class 37 contains 68693 members 
Mstep: Class 38 contains 1256 members 
Mstep: Class 39 contains 21588 members 
Mstep: Class 40 contains 922 members 
Mstep: Class 41 contains 354 members 
Mstep: Class 42 contains 1396 members 
Mstep: Class 43 contains 25831 members 
Mstep: Class 44 contains 120500 members 
Mstep: Class 45 contains 88977 members 
Mstep: Class 46 contains 304 members 
Mstep: Class 47 contains 145 members 
Mstep: Class 48 contains 11727 members 
Entering Unmasked Estep 
Score: -194678048.000000 Penalty: 112004.171875
Splitting cluster 20 changes total score from -194676432.000000 to -194678048.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 21 (33809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33809 members 
Entering Unmasked Estep 
Score: -4049531.500000 Penalty: 1694.628296
	Iteration 0F: 2 clusters Score -4049532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -4026782.750000 Penalty: 3389.256592
	Iteration 0F: 3 clusters Score -4026783 nChanged 15667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -4035586.250000 Penalty: 3389.256592
	Iteration 1F: 3 clusters Score -4035586 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -4036049.250000 Penalty: 3389.256592
	Iteration 2Q: 3 clusters Score -4036049 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -4036538.000000 Penalty: 3389.256592
	Iteration 3Q: 3 clusters Score -4036538 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -4037197.500000 Penalty: 3389.256592
	Iteration 4Q: 3 clusters Score -4037198 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -4038086.250000 Penalty: 3389.256592
	Iteration 5Q: 3 clusters Score -4038086 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -4039451.500000 Penalty: 3389.256592
	Iteration 6F: 3 clusters Score -4039452 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -4041122.750000 Penalty: 3389.256592
	Iteration 7F: 3 clusters Score -4041123 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -4042936.250000 Penalty: 3389.256592
	Iteration 8F: 3 clusters Score -4042936 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -4044554.000000 Penalty: 3389.256592
	Iteration 9F: 3 clusters Score -4044554 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 30763 members 
Entering Unmasked Estep 
Score: -4045769.250000 Penalty: 3389.256592
	Iteration 10Q: 3 clusters Score -4045769 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 31695 members 
Entering Unmasked Estep 
Score: -4046531.000000 Penalty: 3389.256592
	Iteration 11Q: 3 clusters Score -4046531 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 32323 members 
Entering Unmasked Estep 
Score: -4047053.250000 Penalty: 3389.256592
	Iteration 12Q: 3 clusters Score -4047053 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 32758 members 
Entering Unmasked Estep 
Score: -4047388.250000 Penalty: 3389.256592
	Iteration 13Q: 3 clusters Score -4047388 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 33037 members 
Entering Unmasked Estep 
Score: -4047608.500000 Penalty: 3389.256592
	Iteration 14Q: 3 clusters Score -4047608 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 33209 members 
Entering Unmasked Estep 
Score: -4047748.000000 Penalty: 3389.256592
	Iteration 15Q: 3 clusters Score -4047748 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 33311 members 
Entering Unmasked Estep 
Score: -4047821.500000 Penalty: 3389.256592
	Iteration 16Q: 3 clusters Score -4047822 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 33387 members 
Entering Unmasked Estep 
Score: -4047903.750000 Penalty: 3389.256592
	Iteration 17Q: 3 clusters Score -4047904 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 33439 members 
Entering Unmasked Estep 
Score: -4047956.250000 Penalty: 3389.256592
	Iteration 18Q: 3 clusters Score -4047956 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 33473 members 
Entering Unmasked Estep 
Score: -4047989.000000 Penalty: 3389.256592
	Iteration 19Q: 3 clusters Score -4047989 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 33490 members 
Entering Unmasked Estep 
Score: -4048001.000000 Penalty: 3389.256592
	Iteration 20F: 3 clusters Score -4048001 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 33507 members 
Entering Unmasked Estep 
Score: -4048017.750000 Penalty: 3389.256592
	Iteration 21Q: 3 clusters Score -4048018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -4048028.000000 Penalty: 3389.256592
	Iteration 22Q: 3 clusters Score -4048028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 33522 members 
Entering Unmasked Estep 
Score: -4048035.250000 Penalty: 3389.256592
	Iteration 23Q: 3 clusters Score -4048035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 33528 members 
Entering Unmasked Estep 
Score: -4048040.750000 Penalty: 3389.256592
	Iteration 24Q: 3 clusters Score -4048041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 33532 members 
Entering Unmasked Estep 
Score: -4048045.750000 Penalty: 3389.256592
	Iteration 25Q: 3 clusters Score -4048046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 33534 members 
Entering Unmasked Estep 
Score: -4048047.500000 Penalty: 3389.256592
	Iteration 26Q: 3 clusters Score -4048048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 33536 members 
Entering Unmasked Estep 
Score: -4048051.000000 Penalty: 3389.256592
	Iteration 27Q: 3 clusters Score -4048051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 33536 members 
Entering Unmasked Estep 
Score: -4048053.750000 Penalty: 3389.256592
	Iteration 28Q: 3 clusters Score -4048054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 33537 members 
Entering Unmasked Estep 
Score: -4048053.250000 Penalty: 3389.256592
	Iteration 29Q: 3 clusters Score -4048053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 33537 members 
Entering Unmasked Estep 
Score: -4048053.250000 Penalty: 3389.256592
	Iteration 30F: 3 clusters Score -4048053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (61971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61971 members 
Entering Unmasked Estep 
Score: -7397849.000000 Penalty: 1793.093506
	Iteration 0F: 2 clusters Score -7397849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30831 members 
Mstep: Class 2 contains 31140 members 
Entering Unmasked Estep 
Score: -7356986.500000 Penalty: 3586.187012
	Iteration 0F: 3 clusters Score -7356986 nChanged 29354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 32762 members 
Entering Unmasked Estep 
Score: -7373494.500000 Penalty: 3586.187012
	Iteration 1F: 3 clusters Score -7373494 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28233 members 
Mstep: Class 2 contains 33738 members 
Entering Unmasked Estep 
Score: -7374034.500000 Penalty: 3586.187012
	Iteration 2Q: 3 clusters Score -7374034 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 35293 members 
Entering Unmasked Estep 
Score: -7374685.500000 Penalty: 3586.187012
	Iteration 3Q: 3 clusters Score -7374686 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -7375799.000000 Penalty: 3586.187012
	Iteration 4Q: 3 clusters Score -7375799 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 41217 members 
Entering Unmasked Estep 
Score: -7377919.000000 Penalty: 3586.187012
	Iteration 5F: 3 clusters Score -7377919 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 46135 members 
Entering Unmasked Estep 
Score: -7381569.500000 Penalty: 3586.187012
	Iteration 6F: 3 clusters Score -7381570 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 51818 members 
Entering Unmasked Estep 
Score: -7386585.500000 Penalty: 3586.187012
	Iteration 7F: 3 clusters Score -7386586 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 56940 members 
Entering Unmasked Estep 
Score: -7391513.000000 Penalty: 3586.187012
	Iteration 8F: 3 clusters Score -7391513 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 60118 members 
Entering Unmasked Estep 
Score: -7394597.000000 Penalty: 3586.187012
	Iteration 9F: 3 clusters Score -7394597 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 61307 members 
Entering Unmasked Estep 
Score: -7395701.500000 Penalty: 3586.187012
	Iteration 10Q: 3 clusters Score -7395702 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 61675 members 
Entering Unmasked Estep 
Score: -7396032.000000 Penalty: 3586.187012
	Iteration 11Q: 3 clusters Score -7396032 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 61768 members 
Entering Unmasked Estep 
Score: -7396130.000000 Penalty: 3586.187012
	Iteration 12Q: 3 clusters Score -7396130 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 61796 members 
Entering Unmasked Estep 
Score: -7396190.000000 Penalty: 3586.187012
	Iteration 13Q: 3 clusters Score -7396190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 61809 members 
Entering Unmasked Estep 
Score: -7396219.000000 Penalty: 3586.187012
	Iteration 14Q: 3 clusters Score -7396219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 61815 members 
Entering Unmasked Estep 
Score: -7396229.500000 Penalty: 3586.187012
	Iteration 15Q: 3 clusters Score -7396230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 61818 members 
Entering Unmasked Estep 
Score: -7396250.500000 Penalty: 3586.187012
	Iteration 16Q: 3 clusters Score -7396250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 61819 members 
Entering Unmasked Estep 
Score: -7396273.000000 Penalty: 3586.187012
	Iteration 17Q: 3 clusters Score -7396273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 61823 members 
Entering Unmasked Estep 
Score: -7396289.000000 Penalty: 3586.187012
	Iteration 18Q: 3 clusters Score -7396289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 61823 members 
Entering Unmasked Estep 
Score: -7396296.000000 Penalty: 3586.187012
	Iteration 19Q: 3 clusters Score -7396296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 61824 members 
Entering Unmasked Estep 
Score: -7396298.000000 Penalty: 3586.187012
	Iteration 20F: 3 clusters Score -7396298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 61825 members 
Entering Unmasked Estep 
Score: -7396296.500000 Penalty: 3586.187012
	Iteration 21Q: 3 clusters Score -7396296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 61827 members 
Entering Unmasked Estep 
Score: -7396295.000000 Penalty: 3586.187012
	Iteration 22Q: 3 clusters Score -7396295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 61825 members 
Entering Unmasked Estep 
Score: -7396304.000000 Penalty: 3586.187012
	Iteration 23Q: 3 clusters Score -7396304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 61825 members 
Entering Unmasked Estep 
Score: -7396304.000000 Penalty: 3586.187012
	Iteration 24F: 3 clusters Score -7396304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Entering Unmasked Estep 
Score: -2101412.750000 Penalty: 1596.199341
	Iteration 0F: 2 clusters Score -2101413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -2088806.250000 Penalty: 3192.398682
	Iteration 0F: 3 clusters Score -2088806 nChanged 8270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -2093079.125000 Penalty: 3192.398682
	Iteration 1F: 3 clusters Score -2093079 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -2093358.250000 Penalty: 3192.398682
	Iteration 2Q: 3 clusters Score -2093358 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -2093648.250000 Penalty: 3192.398682
	Iteration 3Q: 3 clusters Score -2093648 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -2093943.625000 Penalty: 3192.398682
	Iteration 4Q: 3 clusters Score -2093944 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -2094250.625000 Penalty: 3192.398682
	Iteration 5Q: 3 clusters Score -2094251 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -2094607.000000 Penalty: 3192.398682
	Iteration 6Q: 3 clusters Score -2094607 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -2095106.125000 Penalty: 3192.398682
	Iteration 7Q: 3 clusters Score -2095106 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -2095797.750000 Penalty: 3192.398682
	Iteration 8F: 3 clusters Score -2095798 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -2096667.500000 Penalty: 3192.398682
	Iteration 9F: 3 clusters Score -2096668 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -2097595.000000 Penalty: 3192.398682
	Iteration 10F: 3 clusters Score -2097595 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -2098397.000000 Penalty: 3192.398682
	Iteration 11Q: 3 clusters Score -2098397 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -2099007.500000 Penalty: 3192.398682
	Iteration 12Q: 3 clusters Score -2099008 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -2099416.750000 Penalty: 3192.398682
	Iteration 13Q: 3 clusters Score -2099417 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -2099718.250000 Penalty: 3192.398682
	Iteration 14Q: 3 clusters Score -2099718 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -2099931.500000 Penalty: 3192.398682
	Iteration 15Q: 3 clusters Score -2099932 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -2100061.500000 Penalty: 3192.398682
	Iteration 16Q: 3 clusters Score -2100062 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -2100163.000000 Penalty: 3192.398682
	Iteration 17Q: 3 clusters Score -2100163 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -2100234.000000 Penalty: 3192.398682
	Iteration 18Q: 3 clusters Score -2100234 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -2100289.000000 Penalty: 3192.398682
	Iteration 19Q: 3 clusters Score -2100289 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -2100327.000000 Penalty: 3192.398682
	Iteration 20F: 3 clusters Score -2100327 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -2100346.000000 Penalty: 3192.398682
	Iteration 21Q: 3 clusters Score -2100346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -2100356.000000 Penalty: 3192.398682
	Iteration 22Q: 3 clusters Score -2100356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -2100364.750000 Penalty: 3192.398682
	Iteration 23Q: 3 clusters Score -2100365 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -2100376.000000 Penalty: 3192.398682
	Iteration 24Q: 3 clusters Score -2100376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -2100386.250000 Penalty: 3192.398682
	Iteration 25Q: 3 clusters Score -2100386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -2100389.750000 Penalty: 3192.398682
	Iteration 26Q: 3 clusters Score -2100390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -2100390.250000 Penalty: 3192.398682
	Iteration 27Q: 3 clusters Score -2100390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -2100394.500000 Penalty: 3192.398682
	Iteration 28Q: 3 clusters Score -2100394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -2100394.500000 Penalty: 3192.398682
	Iteration 29Q: 3 clusters Score -2100394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -2100396.750000 Penalty: 3192.398682
	Iteration 30Q: 3 clusters Score -2100397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -2100399.250000 Penalty: 3192.398682
	Iteration 31Q: 3 clusters Score -2100399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -2100398.500000 Penalty: 3192.398682
	Iteration 32Q: 3 clusters Score -2100398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -2100398.500000 Penalty: 3192.398682
	Iteration 33F: 3 clusters Score -2100398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Entering Unmasked Estep 
Score: -520658.812500 Penalty: 1376.629761
	Iteration 0F: 2 clusters Score -520658.8 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 2334 members 
Entering Unmasked Estep 
Score: -516757.093750 Penalty: 2753.259521
	Iteration 0F: 3 clusters Score -516757.1 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -517866.906250 Penalty: 2753.259521
	Iteration 1F: 3 clusters Score -517866.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -518032.656250 Penalty: 2753.259521
	Iteration 2F: 3 clusters Score -518032.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -518156.625000 Penalty: 2753.259521
	Iteration 3F: 3 clusters Score -518156.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -518259.437500 Penalty: 2753.259521
	Iteration 4Q: 3 clusters Score -518259.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -518340.156250 Penalty: 2753.259521
	Iteration 5Q: 3 clusters Score -518340.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -518437.468750 Penalty: 2753.259521
	Iteration 6Q: 3 clusters Score -518437.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -518552.750000 Penalty: 2753.259521
	Iteration 7Q: 3 clusters Score -518552.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -518693.531250 Penalty: 2753.259521
	Iteration 8Q: 3 clusters Score -518693.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -518831.812500 Penalty: 2753.259521
	Iteration 9Q: 3 clusters Score -518831.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -518960.187500 Penalty: 2753.259521
	Iteration 10Q: 3 clusters Score -518960.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -519080.843750 Penalty: 2753.259521
	Iteration 11Q: 3 clusters Score -519080.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -519231.375000 Penalty: 2753.259521
	Iteration 12Q: 3 clusters Score -519231.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -519387.437500 Penalty: 2753.259521
	Iteration 13Q: 3 clusters Score -519387.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -519469.156250 Penalty: 2753.259521
	Iteration 14Q: 3 clusters Score -519469.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -519528.156250 Penalty: 2753.259521
	Iteration 15Q: 3 clusters Score -519528.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -519581.968750 Penalty: 2753.259521
	Iteration 16Q: 3 clusters Score -519582 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -519627.437500 Penalty: 2753.259521
	Iteration 17Q: 3 clusters Score -519627.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -519676.718750 Penalty: 2753.259521
	Iteration 18Q: 3 clusters Score -519676.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -519711.843750 Penalty: 2753.259521
	Iteration 19Q: 3 clusters Score -519711.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -519738.750000 Penalty: 2753.259521
	Iteration 20F: 3 clusters Score -519738.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -519762.125000 Penalty: 2753.259521
	Iteration 21Q: 3 clusters Score -519762.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -519788.937500 Penalty: 2753.259521
	Iteration 22Q: 3 clusters Score -519788.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -519814.156250 Penalty: 2753.259521
	Iteration 23Q: 3 clusters Score -519814.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -519841.531250 Penalty: 2753.259521
	Iteration 24Q: 3 clusters Score -519841.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -519863.437500 Penalty: 2753.259521
	Iteration 25Q: 3 clusters Score -519863.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -519894.906250 Penalty: 2753.259521
	Iteration 26Q: 3 clusters Score -519894.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -519922.718750 Penalty: 2753.259521
	Iteration 27Q: 3 clusters Score -519922.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -519941.250000 Penalty: 2753.259521
	Iteration 28Q: 3 clusters Score -519941.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -519958.968750 Penalty: 2753.259521
	Iteration 29Q: 3 clusters Score -519959 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -519973.656250 Penalty: 2753.259521
	Iteration 30Q: 3 clusters Score -519973.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -519991.625000 Penalty: 2753.259521
	Iteration 31Q: 3 clusters Score -519991.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -520012.031250 Penalty: 2753.259521
	Iteration 32Q: 3 clusters Score -520012 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -520035.125000 Penalty: 2753.259521
	Iteration 33Q: 3 clusters Score -520035.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -520048.375000 Penalty: 2753.259521
	Iteration 34Q: 3 clusters Score -520048.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -520065.656250 Penalty: 2753.259521
	Iteration 35Q: 3 clusters Score -520065.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -520081.656250 Penalty: 2753.259521
	Iteration 36Q: 3 clusters Score -520081.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -520093.625000 Penalty: 2753.259521
	Iteration 37Q: 3 clusters Score -520093.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -520112.375000 Penalty: 2753.259521
	Iteration 38Q: 3 clusters Score -520112.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -520133.500000 Penalty: 2753.259521
	Iteration 39Q: 3 clusters Score -520133.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -520158.781250 Penalty: 2753.259521
	Iteration 40F: 3 clusters Score -520158.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -520184.562500 Penalty: 2753.259521
	Iteration 41Q: 3 clusters Score -520184.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -520211.468750 Penalty: 2753.259521
	Iteration 42Q: 3 clusters Score -520211.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -520240.375000 Penalty: 2753.259521
	Iteration 43Q: 3 clusters Score -520240.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -520264.906250 Penalty: 2753.259521
	Iteration 44Q: 3 clusters Score -520264.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -520290.812500 Penalty: 2753.259521
	Iteration 45Q: 3 clusters Score -520290.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -520310.718750 Penalty: 2753.259521
	Iteration 46Q: 3 clusters Score -520310.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -520329.500000 Penalty: 2753.259521
	Iteration 47Q: 3 clusters Score -520329.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -520351.875000 Penalty: 2753.259521
	Iteration 48Q: 3 clusters Score -520351.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -520373.250000 Penalty: 2753.259521
	Iteration 49Q: 3 clusters Score -520373.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -520394.593750 Penalty: 2753.259521
	Iteration 50Q: 3 clusters Score -520394.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -520417.843750 Penalty: 2753.259521
	Iteration 51Q: 3 clusters Score -520417.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -520441.718750 Penalty: 2753.259521
	Iteration 52Q: 3 clusters Score -520441.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -520460.437500 Penalty: 2753.259521
	Iteration 53Q: 3 clusters Score -520460.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -520478.968750 Penalty: 2753.259521
	Iteration 54Q: 3 clusters Score -520479 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -520496.093750 Penalty: 2753.259521
	Iteration 55Q: 3 clusters Score -520496.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -520517.843750 Penalty: 2753.259521
	Iteration 56Q: 3 clusters Score -520517.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -520536.562500 Penalty: 2753.259521
	Iteration 57Q: 3 clusters Score -520536.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -520559.625000 Penalty: 2753.259521
	Iteration 58Q: 3 clusters Score -520559.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -520578.531250 Penalty: 2753.259521
	Iteration 59Q: 3 clusters Score -520578.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -520600.156250 Penalty: 2753.259521
	Iteration 60F: 3 clusters Score -520600.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -520614.531250 Penalty: 2753.259521
	Iteration 61Q: 3 clusters Score -520614.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -520623.656250 Penalty: 2753.259521
	Iteration 62Q: 3 clusters Score -520623.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -520634.375000 Penalty: 2753.259521
	Iteration 63Q: 3 clusters Score -520634.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -520641.500000 Penalty: 2753.259521
	Iteration 64Q: 3 clusters Score -520641.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -520648.406250 Penalty: 2753.259521
	Iteration 65Q: 3 clusters Score -520648.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -520653.531250 Penalty: 2753.259521
	Iteration 66Q: 3 clusters Score -520653.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -520657.718750 Penalty: 2753.259521
	Iteration 67Q: 3 clusters Score -520657.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -520659.750000 Penalty: 2753.259521
	Iteration 68Q: 3 clusters Score -520659.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -520661.750000 Penalty: 2753.259521
	Iteration 69Q: 3 clusters Score -520661.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -520662.562500 Penalty: 2753.259521
	Iteration 70Q: 3 clusters Score -520662.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -520664.593750 Penalty: 2753.259521
	Iteration 71Q: 3 clusters Score -520664.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -520664.906250 Penalty: 2753.259521
	Iteration 72Q: 3 clusters Score -520664.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -520665.437500 Penalty: 2753.259521
	Iteration 73Q: 3 clusters Score -520665.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -520665.218750 Penalty: 2753.259521
	Iteration 74Q: 3 clusters Score -520665.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -520665.218750 Penalty: 2753.259521
	Iteration 75F: 3 clusters Score -520665.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 198945 members 
Mstep: Class 3 contains 89519 members 
Mstep: Class 4 contains 16107 members 
Mstep: Class 5 contains 36395 members 
Mstep: Class 6 contains 43735 members 
Mstep: Class 7 contains 105671 members 
Mstep: Class 8 contains 29895 members 
Mstep: Class 9 contains 37820 members 
Mstep: Class 10 contains 9509 members 
Mstep: Class 11 contains 124 members 
Mstep: Class 12 contains 280 members 
Mstep: Class 13 contains 7855 members 
Mstep: Class 14 contains 771 members 
Mstep: Class 15 contains 17646 members 
Mstep: Class 16 contains 72609 members 
Mstep: Class 17 contains 111639 members 
Mstep: Class 18 contains 126470 members 
Mstep: Class 19 contains 3492 members 
Mstep: Class 20 contains 81449 members 
Mstep: Class 21 contains 33809 members 
Mstep: Class 22 contains 61971 members 
Mstep: Class 23 contains 18449 members 
Mstep: Class 24 contains 2040 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 1134 members 
Mstep: Class 28 contains 103175 members 
Mstep: Class 29 contains 5448 members 
Mstep: Class 30 contains 9381 members 
Mstep: Class 31 contains 78977 members 
Mstep: Class 32 contains 4372 members 
Mstep: Class 33 contains 36542 members 
Mstep: Class 34 contains 498 members 
Mstep: Class 35 contains 489 members 
Mstep: Class 36 contains 1567 members 
Mstep: Class 37 contains 68693 members 
Mstep: Class 38 contains 1256 members 
Mstep: Class 39 contains 21588 members 
Mstep: Class 40 contains 922 members 
Mstep: Class 41 contains 354 members 
Mstep: Class 42 contains 1396 members 
Mstep: Class 43 contains 25831 members 
Mstep: Class 44 contains 120500 members 
Mstep: Class 45 contains 88977 members 
Mstep: Class 46 contains 304 members 
Mstep: Class 47 contains 145 members 
Mstep: Class 48 contains 11727 members 
Mstep: Class 49 contains 2737 members 
Entering Unmasked Estep 
Score: -194677264.000000 Penalty: 114337.593750
Splitting cluster 24 changes total score from -194676432.000000 to -194677264.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 25 (840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Entering Unmasked Estep 
Score: -81074.906250 Penalty: 1094.177734
	Iteration 0F: 2 clusters Score -81074.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -79797.156250 Penalty: 2188.355469
	Iteration 0F: 3 clusters Score -79797.16 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -80134.437500 Penalty: 2188.355469
	Iteration 1F: 3 clusters Score -80134.44 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -80336.843750 Penalty: 2188.355469
	Iteration 2F: 3 clusters Score -80336.84 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -80492.265625 Penalty: 2188.355469
	Iteration 3F: 3 clusters Score -80492.27 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -80614.335938 Penalty: 2188.355469
	Iteration 4F: 3 clusters Score -80614.34 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -80667.398438 Penalty: 2188.355469
	Iteration 5Q: 3 clusters Score -80667.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -80718.132812 Penalty: 2188.355469
	Iteration 6Q: 3 clusters Score -80718.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -80750.031250 Penalty: 2188.355469
	Iteration 7Q: 3 clusters Score -80750.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -80774.171875 Penalty: 2188.355469
	Iteration 8Q: 3 clusters Score -80774.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -80803.906250 Penalty: 2188.355469
	Iteration 9Q: 3 clusters Score -80803.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -80818.914062 Penalty: 2188.355469
	Iteration 10Q: 3 clusters Score -80818.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -80835.375000 Penalty: 2188.355469
	Iteration 11Q: 3 clusters Score -80835.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -80841.859375 Penalty: 2188.355469
	Iteration 12Q: 3 clusters Score -80841.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -80853.281250 Penalty: 2188.355469
	Iteration 13Q: 3 clusters Score -80853.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -80857.976562 Penalty: 2188.355469
	Iteration 14Q: 3 clusters Score -80857.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -80858.867188 Penalty: 2188.355469
	Iteration 15Q: 3 clusters Score -80858.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -80864.117188 Penalty: 2188.355469
	Iteration 16F: 3 clusters Score -80864.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -80875.132812 Penalty: 2188.355469
	Iteration 17Q: 3 clusters Score -80875.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -80897.898438 Penalty: 2188.355469
	Iteration 18Q: 3 clusters Score -80897.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -80928.437500 Penalty: 2188.355469
	Iteration 19Q: 3 clusters Score -80928.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -80942.062500 Penalty: 2188.355469
	Iteration 20F: 3 clusters Score -80942.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -80945.156250 Penalty: 2188.355469
	Iteration 21Q: 3 clusters Score -80945.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -80945.156250 Penalty: 2188.355469
	Iteration 22F: 3 clusters Score -80945.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -9553.419922 Penalty: 814.228271
	Iteration 0F: 2 clusters Score -9553.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8961.290039 Penalty: 1628.456543
	Iteration 0F: 3 clusters Score -8961.29 nChanged 17
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: -9057.000000 Penalty: 1628.456543
	Iteration 1F: 3 clusters Score -9057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9097.561523 Penalty: 1628.456543
	Iteration 2F: 3 clusters Score -9097.562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -9124.751953 Penalty: 1628.456543
	Iteration 3Q: 3 clusters Score -9124.752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9127.120117 Penalty: 1628.456543
	Iteration 4Q: 3 clusters Score -9127.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -9127.120117 Penalty: 1628.456543
	Iteration 5F: 3 clusters Score -9127.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -106719.460938 Penalty: 1142.944824
	Iteration 0F: 2 clusters Score -106719.5 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 527 members 
Entering Unmasked Estep 
Score: -105238.484375 Penalty: 2285.889648
	Iteration 0F: 3 clusters Score -105238.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -105778.304688 Penalty: 2285.889648
	Iteration 1F: 3 clusters Score -105778.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -106083.632812 Penalty: 2285.889648
	Iteration 2F: 3 clusters Score -106083.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -106420.976562 Penalty: 2285.889648
	Iteration 3F: 3 clusters Score -106421 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -106778.656250 Penalty: 2285.889648
	Iteration 4F: 3 clusters Score -106778.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -107144.429688 Penalty: 2285.889648
	Iteration 5F: 3 clusters Score -107144.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -107480.398438 Penalty: 2285.889648
	Iteration 6F: 3 clusters Score -107480.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -107754.828125 Penalty: 2285.889648
	Iteration 7F: 3 clusters Score -107754.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -107958.093750 Penalty: 2285.889648
	Iteration 8Q: 3 clusters Score -107958.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -108058.796875 Penalty: 2285.889648
	Iteration 9Q: 3 clusters Score -108058.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -108113.296875 Penalty: 2285.889648
	Iteration 10Q: 3 clusters Score -108113.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -108160.187500 Penalty: 2285.889648
	Iteration 11Q: 3 clusters Score -108160.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -108221.429688 Penalty: 2285.889648
	Iteration 12Q: 3 clusters Score -108221.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -108253.546875 Penalty: 2285.889648
	Iteration 13Q: 3 clusters Score -108253.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -108271.390625 Penalty: 2285.889648
	Iteration 14Q: 3 clusters Score -108271.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -108280.375000 Penalty: 2285.889648
	Iteration 15Q: 3 clusters Score -108280.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -108282.898438 Penalty: 2285.889648
	Iteration 16Q: 3 clusters Score -108282.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -108286.546875 Penalty: 2285.889648
	Iteration 17Q: 3 clusters Score -108286.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -108287.265625 Penalty: 2285.889648
	Iteration 18Q: 3 clusters Score -108287.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -108287.953125 Penalty: 2285.889648
	Iteration 19Q: 3 clusters Score -108288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -108290.890625 Penalty: 2285.889648
	Iteration 20F: 3 clusters Score -108290.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 198945 members 
Mstep: Class 3 contains 89519 members 
Mstep: Class 4 contains 16107 members 
Mstep: Class 5 contains 36395 members 
Mstep: Class 6 contains 43735 members 
Mstep: Class 7 contains 105671 members 
Mstep: Class 8 contains 29895 members 
Mstep: Class 9 contains 37820 members 
Mstep: Class 10 contains 9509 members 
Mstep: Class 11 contains 124 members 
Mstep: Class 12 contains 280 members 
Mstep: Class 13 contains 7855 members 
Mstep: Class 14 contains 771 members 
Mstep: Class 15 contains 17646 members 
Mstep: Class 16 contains 72609 members 
Mstep: Class 17 contains 111639 members 
Mstep: Class 18 contains 126470 members 
Mstep: Class 19 contains 3492 members 
Mstep: Class 20 contains 81449 members 
Mstep: Class 21 contains 33809 members 
Mstep: Class 22 contains 61971 members 
Mstep: Class 23 contains 18449 members 
Mstep: Class 24 contains 2040 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 549 members 
Mstep: Class 28 contains 103175 members 
Mstep: Class 29 contains 5448 members 
Mstep: Class 30 contains 9381 members 
Mstep: Class 31 contains 78977 members 
Mstep: Class 32 contains 4372 members 
Mstep: Class 33 contains 36542 members 
Mstep: Class 34 contains 498 members 
Mstep: Class 35 contains 489 members 
Mstep: Class 36 contains 1567 members 
Mstep: Class 37 contains 68693 members 
Mstep: Class 38 contains 1256 members 
Mstep: Class 39 contains 21588 members 
Mstep: Class 40 contains 922 members 
Mstep: Class 41 contains 354 members 
Mstep: Class 42 contains 1396 members 
Mstep: Class 43 contains 25831 members 
Mstep: Class 44 contains 120500 members 
Mstep: Class 45 contains 88977 members 
Mstep: Class 46 contains 304 members 
Mstep: Class 47 contains 145 members 
Mstep: Class 48 contains 11727 members 
Mstep: Class 49 contains 2737 members 
Mstep: Class 50 contains 585 members 
Entering Unmasked Estep 
Score: -194676080.000000 Penalty: 116671.015625
Splitting cluster 27 changes total score from -194676432.000000 to -194676080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (103175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103175 members 
Entering Unmasked Estep 
Score: -12187016.000000 Penalty: 1875.929565
	Iteration 0F: 2 clusters Score -1.218702e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51298 members 
Mstep: Class 2 contains 51877 members 
Entering Unmasked Estep 
Score: -12120505.000000 Penalty: 3751.859131
	Iteration 0F: 3 clusters Score -1.21205e+07 nChanged 49312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47554 members 
Mstep: Class 2 contains 55621 members 
Entering Unmasked Estep 
Score: -12149338.000000 Penalty: 3751.859131
	Iteration 1F: 3 clusters Score -1.214934e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45185 members 
Mstep: Class 2 contains 57990 members 
Entering Unmasked Estep 
Score: -12150077.000000 Penalty: 3751.859131
	Iteration 2Q: 3 clusters Score -1.215008e+07 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41567 members 
Mstep: Class 2 contains 61608 members 
Entering Unmasked Estep 
Score: -12151592.000000 Penalty: 3751.859131
	Iteration 3Q: 3 clusters Score -1.215159e+07 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36052 members 
Mstep: Class 2 contains 67123 members 
Entering Unmasked Estep 
Score: -12154409.000000 Penalty: 3751.859131
	Iteration 4F: 3 clusters Score -1.215441e+07 nChanged 7930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 75039 members 
Entering Unmasked Estep 
Score: -12159951.000000 Penalty: 3751.859131
	Iteration 5F: 3 clusters Score -1.215995e+07 nChanged 9761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 84798 members 
Entering Unmasked Estep 
Score: -12168967.000000 Penalty: 3751.859131
	Iteration 6F: 3 clusters Score -1.216897e+07 nChanged 9428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 94226 members 
Entering Unmasked Estep 
Score: -12178156.000000 Penalty: 3751.859131
	Iteration 7F: 3 clusters Score -1.217816e+07 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 100122 members 
Entering Unmasked Estep 
Score: -12183130.000000 Penalty: 3751.859131
	Iteration 8F: 3 clusters Score -1.218313e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 102375 members 
Entering Unmasked Estep 
Score: -12184718.000000 Penalty: 3751.859131
	Iteration 9Q: 3 clusters Score -1.218472e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 102919 members 
Entering Unmasked Estep 
Score: -12185142.000000 Penalty: 3751.859131
	Iteration 10Q: 3 clusters Score -1.218514e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 103021 members 
Entering Unmasked Estep 
Score: -12185265.000000 Penalty: 3751.859131
	Iteration 11Q: 3 clusters Score -1.218526e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 103040 members 
Entering Unmasked Estep 
Score: -12185296.000000 Penalty: 3751.859131
	Iteration 12Q: 3 clusters Score -1.21853e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 103048 members 
Entering Unmasked Estep 
Score: -12185316.000000 Penalty: 3751.859131
	Iteration 13Q: 3 clusters Score -1.218532e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 103051 members 
Entering Unmasked Estep 
Score: -12185334.000000 Penalty: 3751.859131
	Iteration 14Q: 3 clusters Score -1.218533e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 103053 members 
Entering Unmasked Estep 
Score: -12185329.000000 Penalty: 3751.859131
	Iteration 15Q: 3 clusters Score -1.218533e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 103052 members 
Entering Unmasked Estep 
Score: -12185334.000000 Penalty: 3751.859131
	Iteration 16Q: 3 clusters Score -1.218533e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 103052 members 
Entering Unmasked Estep 
Score: -12185334.000000 Penalty: 3751.859131
	Iteration 17F: 3 clusters Score -1.218533e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Entering Unmasked Estep 
Score: -548643.750000 Penalty: 1397.988037
	Iteration 0F: 2 clusters Score -548643.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -544453.312500 Penalty: 2795.976074
	Iteration 0F: 3 clusters Score -544453.3 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -545740.812500 Penalty: 2795.976074
	Iteration 1F: 3 clusters Score -545740.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -545993.812500 Penalty: 2795.976074
	Iteration 2F: 3 clusters Score -545993.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -546174.375000 Penalty: 2795.976074
	Iteration 3F: 3 clusters Score -546174.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -546307.562500 Penalty: 2795.976074
	Iteration 4Q: 3 clusters Score -546307.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -546427.375000 Penalty: 2795.976074
	Iteration 5Q: 3 clusters Score -546427.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -546549.625000 Penalty: 2795.976074
	Iteration 6Q: 3 clusters Score -546549.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -546692.750000 Penalty: 2795.976074
	Iteration 7Q: 3 clusters Score -546692.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -546863.250000 Penalty: 2795.976074
	Iteration 8Q: 3 clusters Score -546863.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -547035.250000 Penalty: 2795.976074
	Iteration 9Q: 3 clusters Score -547035.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -547216.000000 Penalty: 2795.976074
	Iteration 10Q: 3 clusters Score -547216 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -547367.937500 Penalty: 2795.976074
	Iteration 11Q: 3 clusters Score -547367.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -547471.812500 Penalty: 2795.976074
	Iteration 12Q: 3 clusters Score -547471.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -547558.937500 Penalty: 2795.976074
	Iteration 13Q: 3 clusters Score -547558.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -547626.812500 Penalty: 2795.976074
	Iteration 14Q: 3 clusters Score -547626.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -547672.500000 Penalty: 2795.976074
	Iteration 15Q: 3 clusters Score -547672.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -547715.625000 Penalty: 2795.976074
	Iteration 16Q: 3 clusters Score -547715.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -547746.375000 Penalty: 2795.976074
	Iteration 17Q: 3 clusters Score -547746.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -547768.687500 Penalty: 2795.976074
	Iteration 18Q: 3 clusters Score -547768.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -547788.062500 Penalty: 2795.976074
	Iteration 19Q: 3 clusters Score -547788.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -547809.562500 Penalty: 2795.976074
	Iteration 20F: 3 clusters Score -547809.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -547822.687500 Penalty: 2795.976074
	Iteration 21Q: 3 clusters Score -547822.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -547830.437500 Penalty: 2795.976074
	Iteration 22Q: 3 clusters Score -547830.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -547841.312500 Penalty: 2795.976074
	Iteration 23Q: 3 clusters Score -547841.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -547852.187500 Penalty: 2795.976074
	Iteration 24Q: 3 clusters Score -547852.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -547862.312500 Penalty: 2795.976074
	Iteration 25Q: 3 clusters Score -547862.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -547873.625000 Penalty: 2795.976074
	Iteration 26Q: 3 clusters Score -547873.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -547880.562500 Penalty: 2795.976074
	Iteration 27Q: 3 clusters Score -547880.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -547887.875000 Penalty: 2795.976074
	Iteration 28Q: 3 clusters Score -547887.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -547898.625000 Penalty: 2795.976074
	Iteration 29Q: 3 clusters Score -547898.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -547914.000000 Penalty: 2795.976074
	Iteration 30Q: 3 clusters Score -547914 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -547932.875000 Penalty: 2795.976074
	Iteration 31Q: 3 clusters Score -547932.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -547954.187500 Penalty: 2795.976074
	Iteration 32Q: 3 clusters Score -547954.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -547976.125000 Penalty: 2795.976074
	Iteration 33Q: 3 clusters Score -547976.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -547997.375000 Penalty: 2795.976074
	Iteration 34Q: 3 clusters Score -547997.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -548029.062500 Penalty: 2795.976074
	Iteration 35Q: 3 clusters Score -548029.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -548063.562500 Penalty: 2795.976074
	Iteration 36Q: 3 clusters Score -548063.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -548094.062500 Penalty: 2795.976074
	Iteration 37Q: 3 clusters Score -548094.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -548118.312500 Penalty: 2795.976074
	Iteration 38Q: 3 clusters Score -548118.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -548147.062500 Penalty: 2795.976074
	Iteration 39Q: 3 clusters Score -548147.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -548171.500000 Penalty: 2795.976074
	Iteration 40F: 3 clusters Score -548171.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -548191.937500 Penalty: 2795.976074
	Iteration 41Q: 3 clusters Score -548191.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -548210.250000 Penalty: 2795.976074
	Iteration 42Q: 3 clusters Score -548210.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -548227.937500 Penalty: 2795.976074
	Iteration 43Q: 3 clusters Score -548227.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -548245.125000 Penalty: 2795.976074
	Iteration 44Q: 3 clusters Score -548245.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -548269.625000 Penalty: 2795.976074
	Iteration 45Q: 3 clusters Score -548269.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -548283.562500 Penalty: 2795.976074
	Iteration 46Q: 3 clusters Score -548283.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -548291.687500 Penalty: 2795.976074
	Iteration 47Q: 3 clusters Score -548291.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -548297.687500 Penalty: 2795.976074
	Iteration 48Q: 3 clusters Score -548297.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -548305.125000 Penalty: 2795.976074
	Iteration 49Q: 3 clusters Score -548305.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -548309.937500 Penalty: 2795.976074
	Iteration 50Q: 3 clusters Score -548309.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -548313.625000 Penalty: 2795.976074
	Iteration 51Q: 3 clusters Score -548313.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -548320.937500 Penalty: 2795.976074
	Iteration 52Q: 3 clusters Score -548320.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -548328.000000 Penalty: 2795.976074
	Iteration 53Q: 3 clusters Score -548328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -548335.000000 Penalty: 2795.976074
	Iteration 54Q: 3 clusters Score -548335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -548336.875000 Penalty: 2795.976074
	Iteration 55Q: 3 clusters Score -548336.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -548338.687500 Penalty: 2795.976074
	Iteration 56Q: 3 clusters Score -548338.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -548340.437500 Penalty: 2795.976074
	Iteration 57Q: 3 clusters Score -548340.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -548342.375000 Penalty: 2795.976074
	Iteration 58Q: 3 clusters Score -548342.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -548345.000000 Penalty: 2795.976074
	Iteration 59Q: 3 clusters Score -548345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -548346.125000 Penalty: 2795.976074
	Iteration 60F: 3 clusters Score -548346.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -548349.250000 Penalty: 2795.976074
	Iteration 61Q: 3 clusters Score -548349.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -548350.125000 Penalty: 2795.976074
	Iteration 62Q: 3 clusters Score -548350.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -548350.750000 Penalty: 2795.976074
	Iteration 63Q: 3 clusters Score -548350.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -548352.187500 Penalty: 2795.976074
	Iteration 64Q: 3 clusters Score -548352.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -548355.000000 Penalty: 2795.976074
	Iteration 65Q: 3 clusters Score -548355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -548355.937500 Penalty: 2795.976074
	Iteration 66Q: 3 clusters Score -548355.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -548358.000000 Penalty: 2795.976074
	Iteration 67Q: 3 clusters Score -548358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -548360.437500 Penalty: 2795.976074
	Iteration 68Q: 3 clusters Score -548360.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -548361.500000 Penalty: 2795.976074
	Iteration 69Q: 3 clusters Score -548361.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -548360.937500 Penalty: 2795.976074
	Iteration 70Q: 3 clusters Score -548360.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -548360.937500 Penalty: 2795.976074
	Iteration 71F: 3 clusters Score -548360.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Entering Unmasked Estep 
Score: -1137032.750000 Penalty: 1486.296753
	Iteration 0F: 2 clusters Score -1137033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1130242.250000 Penalty: 2972.593506
	Iteration 0F: 3 clusters Score -1130242 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1132389.625000 Penalty: 2972.593506
	Iteration 1F: 3 clusters Score -1132390 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1132563.500000 Penalty: 2972.593506
	Iteration 2F: 3 clusters Score -1132564 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1132703.875000 Penalty: 2972.593506
	Iteration 3Q: 3 clusters Score -1132704 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1132817.625000 Penalty: 2972.593506
	Iteration 4Q: 3 clusters Score -1132818 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1132900.125000 Penalty: 2972.593506
	Iteration 5Q: 3 clusters Score -1132900 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1132965.375000 Penalty: 2972.593506
	Iteration 6Q: 3 clusters Score -1132965 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1133035.750000 Penalty: 2972.593506
	Iteration 7Q: 3 clusters Score -1133036 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1133102.625000 Penalty: 2972.593506
	Iteration 8Q: 3 clusters Score -1133103 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1133198.000000 Penalty: 2972.593506
	Iteration 9Q: 3 clusters Score -1133198 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1133305.875000 Penalty: 2972.593506
	Iteration 10Q: 3 clusters Score -1133306 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1133423.000000 Penalty: 2972.593506
	Iteration 11Q: 3 clusters Score -1133423 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1133580.000000 Penalty: 2972.593506
	Iteration 12Q: 3 clusters Score -1133580 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1133800.875000 Penalty: 2972.593506
	Iteration 13Q: 3 clusters Score -1133801 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1134096.750000 Penalty: 2972.593506
	Iteration 14Q: 3 clusters Score -1134097 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1134455.750000 Penalty: 2972.593506
	Iteration 15F: 3 clusters Score -1134456 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1134825.000000 Penalty: 2972.593506
	Iteration 16Q: 3 clusters Score -1134825 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1135151.875000 Penalty: 2972.593506
	Iteration 17Q: 3 clusters Score -1135152 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1135370.000000 Penalty: 2972.593506
	Iteration 18Q: 3 clusters Score -1135370 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1135518.250000 Penalty: 2972.593506
	Iteration 19Q: 3 clusters Score -1135518 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1135600.250000 Penalty: 2972.593506
	Iteration 20F: 3 clusters Score -1135600 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1135640.125000 Penalty: 2972.593506
	Iteration 21Q: 3 clusters Score -1135640 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1135669.625000 Penalty: 2972.593506
	Iteration 22Q: 3 clusters Score -1135670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1135684.375000 Penalty: 2972.593506
	Iteration 23Q: 3 clusters Score -1135684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1135696.750000 Penalty: 2972.593506
	Iteration 24Q: 3 clusters Score -1135697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1135705.375000 Penalty: 2972.593506
	Iteration 25Q: 3 clusters Score -1135705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1135711.750000 Penalty: 2972.593506
	Iteration 26Q: 3 clusters Score -1135712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1135712.750000 Penalty: 2972.593506
	Iteration 27Q: 3 clusters Score -1135713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1135712.750000 Penalty: 2972.593506
	Iteration 28F: 3 clusters Score -1135713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (78977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78977 members 
Entering Unmasked Estep 
Score: -9260669.000000 Penalty: 1832.498169
	Iteration 0F: 2 clusters Score -9260669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 39696 members 
Entering Unmasked Estep 
Score: -9207904.000000 Penalty: 3664.996338
	Iteration 0F: 3 clusters Score -9207904 nChanged 37624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36967 members 
Mstep: Class 2 contains 42010 members 
Entering Unmasked Estep 
Score: -9229811.000000 Penalty: 3664.996338
	Iteration 1F: 3 clusters Score -9229811 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35498 members 
Mstep: Class 2 contains 43479 members 
Entering Unmasked Estep 
Score: -9230613.000000 Penalty: 3664.996338
	Iteration 2Q: 3 clusters Score -9230613 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33364 members 
Mstep: Class 2 contains 45613 members 
Entering Unmasked Estep 
Score: -9231701.000000 Penalty: 3664.996338
	Iteration 3Q: 3 clusters Score -9231701 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30279 members 
Mstep: Class 2 contains 48698 members 
Entering Unmasked Estep 
Score: -9233455.000000 Penalty: 3664.996338
	Iteration 4Q: 3 clusters Score -9233455 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 52955 members 
Entering Unmasked Estep 
Score: -9236288.000000 Penalty: 3664.996338
	Iteration 5F: 3 clusters Score -9236288 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 58229 members 
Entering Unmasked Estep 
Score: -9240512.000000 Penalty: 3664.996338
	Iteration 6F: 3 clusters Score -9240512 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 63878 members 
Entering Unmasked Estep 
Score: -9245845.000000 Penalty: 3664.996338
	Iteration 7F: 3 clusters Score -9245845 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 68652 members 
Entering Unmasked Estep 
Score: -9250574.000000 Penalty: 3664.996338
	Iteration 8F: 3 clusters Score -9250574 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 71992 members 
Entering Unmasked Estep 
Score: -9253799.000000 Penalty: 3664.996338
	Iteration 9Q: 3 clusters Score -9253799 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 74109 members 
Entering Unmasked Estep 
Score: -9255736.000000 Penalty: 3664.996338
	Iteration 10Q: 3 clusters Score -9255736 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 75465 members 
Entering Unmasked Estep 
Score: -9256909.000000 Penalty: 3664.996338
	Iteration 11Q: 3 clusters Score -9256909 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 76364 members 
Entering Unmasked Estep 
Score: -9257655.000000 Penalty: 3664.996338
	Iteration 12Q: 3 clusters Score -9257655 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 76981 members 
Entering Unmasked Estep 
Score: -9258091.000000 Penalty: 3664.996338
	Iteration 13Q: 3 clusters Score -9258091 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 77396 members 
Entering Unmasked Estep 
Score: -9258413.000000 Penalty: 3664.996338
	Iteration 14Q: 3 clusters Score -9258413 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 77674 members 
Entering Unmasked Estep 
Score: -9258591.000000 Penalty: 3664.996338
	Iteration 15Q: 3 clusters Score -9258591 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 77868 members 
Entering Unmasked Estep 
Score: -9258701.000000 Penalty: 3664.996338
	Iteration 16Q: 3 clusters Score -9258701 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 77985 members 
Entering Unmasked Estep 
Score: -9258797.000000 Penalty: 3664.996338
	Iteration 17Q: 3 clusters Score -9258797 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 78081 members 
Entering Unmasked Estep 
Score: -9258880.000000 Penalty: 3664.996338
	Iteration 18Q: 3 clusters Score -9258880 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 78155 members 
Entering Unmasked Estep 
Score: -9258938.000000 Penalty: 3664.996338
	Iteration 19Q: 3 clusters Score -9258938 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 78210 members 
Entering Unmasked Estep 
Score: -9258985.000000 Penalty: 3664.996338
	Iteration 20F: 3 clusters Score -9258985 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 78249 members 
Entering Unmasked Estep 
Score: -9259000.000000 Penalty: 3664.996338
	Iteration 21Q: 3 clusters Score -9259000 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 78283 members 
Entering Unmasked Estep 
Score: -9259025.000000 Penalty: 3664.996338
	Iteration 22Q: 3 clusters Score -9259025 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 78305 members 
Entering Unmasked Estep 
Score: -9259026.000000 Penalty: 3664.996338
	Iteration 23Q: 3 clusters Score -9259026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 78317 members 
Entering Unmasked Estep 
Score: -9259036.000000 Penalty: 3664.996338
	Iteration 24Q: 3 clusters Score -9259036 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 78338 members 
Entering Unmasked Estep 
Score: -9259051.000000 Penalty: 3664.996338
	Iteration 25Q: 3 clusters Score -9259051 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 78355 members 
Entering Unmasked Estep 
Score: -9259048.000000 Penalty: 3664.996338
	Iteration 26Q: 3 clusters Score -9259048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 78373 members 
Entering Unmasked Estep 
Score: -9259069.000000 Penalty: 3664.996338
	Iteration 27Q: 3 clusters Score -9259069 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 78387 members 
Entering Unmasked Estep 
Score: -9259074.000000 Penalty: 3664.996338
	Iteration 28Q: 3 clusters Score -9259074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 78394 members 
Entering Unmasked Estep 
Score: -9259070.000000 Penalty: 3664.996338
	Iteration 29Q: 3 clusters Score -9259070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 78402 members 
Entering Unmasked Estep 
Score: -9259081.000000 Penalty: 3664.996338
	Iteration 30Q: 3 clusters Score -9259081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 78414 members 
Entering Unmasked Estep 
Score: -9259078.000000 Penalty: 3664.996338
	Iteration 31Q: 3 clusters Score -9259078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 78421 members 
Entering Unmasked Estep 
Score: -9259088.000000 Penalty: 3664.996338
	Iteration 32Q: 3 clusters Score -9259088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 78434 members 
Entering Unmasked Estep 
Score: -9259097.000000 Penalty: 3664.996338
	Iteration 33Q: 3 clusters Score -9259097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 78442 members 
Entering Unmasked Estep 
Score: -9259100.000000 Penalty: 3664.996338
	Iteration 34Q: 3 clusters Score -9259100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 78449 members 
Entering Unmasked Estep 
Score: -9259107.000000 Penalty: 3664.996338
	Iteration 35Q: 3 clusters Score -9259107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 78453 members 
Entering Unmasked Estep 
Score: -9259115.000000 Penalty: 3664.996338
	Iteration 36Q: 3 clusters Score -9259115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 78458 members 
Entering Unmasked Estep 
Score: -9259117.000000 Penalty: 3664.996338
	Iteration 37Q: 3 clusters Score -9259117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 78464 members 
Entering Unmasked Estep 
Score: -9259121.000000 Penalty: 3664.996338
	Iteration 38Q: 3 clusters Score -9259121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 78467 members 
Entering Unmasked Estep 
Score: -9259128.000000 Penalty: 3664.996338
	Iteration 39Q: 3 clusters Score -9259128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 78472 members 
Entering Unmasked Estep 
Score: -9259124.000000 Penalty: 3664.996338
	Iteration 40F: 3 clusters Score -9259124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 78476 members 
Entering Unmasked Estep 
Score: -9259128.000000 Penalty: 3664.996338
	Iteration 41Q: 3 clusters Score -9259128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 78480 members 
Entering Unmasked Estep 
Score: -9259125.000000 Penalty: 3664.996338
	Iteration 42Q: 3 clusters Score -9259125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 78480 members 
Entering Unmasked Estep 
Score: -9259127.000000 Penalty: 3664.996338
	Iteration 43Q: 3 clusters Score -9259127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 78481 members 
Entering Unmasked Estep 
Score: -9259127.000000 Penalty: 3664.996338
	Iteration 44Q: 3 clusters Score -9259127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 78483 members 
Entering Unmasked Estep 
Score: -9259130.000000 Penalty: 3664.996338
	Iteration 45Q: 3 clusters Score -9259130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 78486 members 
Entering Unmasked Estep 
Score: -9259137.000000 Penalty: 3664.996338
	Iteration 46Q: 3 clusters Score -9259137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 78489 members 
Entering Unmasked Estep 
Score: -9259146.000000 Penalty: 3664.996338
	Iteration 47Q: 3 clusters Score -9259146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 78491 members 
Entering Unmasked Estep 
Score: -9259141.000000 Penalty: 3664.996338
	Iteration 48Q: 3 clusters Score -9259141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 78491 members 
Entering Unmasked Estep 
Score: -9259134.000000 Penalty: 3664.996338
	Iteration 49Q: 3 clusters Score -9259134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 78492 members 
Entering Unmasked Estep 
Score: -9259141.000000 Penalty: 3664.996338
	Iteration 50Q: 3 clusters Score -9259141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 78492 members 
Entering Unmasked Estep 
Score: -9259141.000000 Penalty: 3664.996338
	Iteration 51F: 3 clusters Score -9259141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Entering Unmasked Estep 
Score: -510158.781250 Penalty: 1362.233521
	Iteration 0F: 2 clusters Score -510158.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -506521.656250 Penalty: 2724.467041
	Iteration 0F: 3 clusters Score -506521.7 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -507528.531250 Penalty: 2724.467041
	Iteration 1F: 3 clusters Score -507528.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -507725.687500 Penalty: 2724.467041
	Iteration 2F: 3 clusters Score -507725.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -507868.625000 Penalty: 2724.467041
	Iteration 3F: 3 clusters Score -507868.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -507991.812500 Penalty: 2724.467041
	Iteration 4Q: 3 clusters Score -507991.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -508104.593750 Penalty: 2724.467041
	Iteration 5Q: 3 clusters Score -508104.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -508214.781250 Penalty: 2724.467041
	Iteration 6Q: 3 clusters Score -508214.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -508344.593750 Penalty: 2724.467041
	Iteration 7Q: 3 clusters Score -508344.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -508468.250000 Penalty: 2724.467041
	Iteration 8Q: 3 clusters Score -508468.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -508583.406250 Penalty: 2724.467041
	Iteration 9Q: 3 clusters Score -508583.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -508670.125000 Penalty: 2724.467041
	Iteration 10Q: 3 clusters Score -508670.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -508742.968750 Penalty: 2724.467041
	Iteration 11Q: 3 clusters Score -508743 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -508800.312500 Penalty: 2724.467041
	Iteration 12Q: 3 clusters Score -508800.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -508845.562500 Penalty: 2724.467041
	Iteration 13Q: 3 clusters Score -508845.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -508876.312500 Penalty: 2724.467041
	Iteration 14Q: 3 clusters Score -508876.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -508907.812500 Penalty: 2724.467041
	Iteration 15Q: 3 clusters Score -508907.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -508927.718750 Penalty: 2724.467041
	Iteration 16Q: 3 clusters Score -508927.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -508944.625000 Penalty: 2724.467041
	Iteration 17Q: 3 clusters Score -508944.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -508963.062500 Penalty: 2724.467041
	Iteration 18Q: 3 clusters Score -508963.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -508974.156250 Penalty: 2724.467041
	Iteration 19Q: 3 clusters Score -508974.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -508986.562500 Penalty: 2724.467041
	Iteration 20F: 3 clusters Score -508986.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -508997.031250 Penalty: 2724.467041
	Iteration 21Q: 3 clusters Score -508997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -509005.312500 Penalty: 2724.467041
	Iteration 22Q: 3 clusters Score -509005.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -509006.562500 Penalty: 2724.467041
	Iteration 23Q: 3 clusters Score -509006.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -509007.250000 Penalty: 2724.467041
	Iteration 24Q: 3 clusters Score -509007.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -509010.093750 Penalty: 2724.467041
	Iteration 25Q: 3 clusters Score -509010.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -509011.218750 Penalty: 2724.467041
	Iteration 26Q: 3 clusters Score -509011.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -509012.312500 Penalty: 2724.467041
	Iteration 27Q: 3 clusters Score -509012.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -509013.500000 Penalty: 2724.467041
	Iteration 28Q: 3 clusters Score -509013.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -509015.187500 Penalty: 2724.467041
	Iteration 29Q: 3 clusters Score -509015.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -509018.718750 Penalty: 2724.467041
	Iteration 30Q: 3 clusters Score -509018.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -509020.312500 Penalty: 2724.467041
	Iteration 31Q: 3 clusters Score -509020.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -509022.468750 Penalty: 2724.467041
	Iteration 32Q: 3 clusters Score -509022.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -509023.375000 Penalty: 2724.467041
	Iteration 33Q: 3 clusters Score -509023.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -509023.156250 Penalty: 2724.467041
	Iteration 34Q: 3 clusters Score -509023.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -509023.156250 Penalty: 2724.467041
	Iteration 35F: 3 clusters Score -509023.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (36542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36542 members 
Entering Unmasked Estep 
Score: -4279554.500000 Penalty: 1707.260376
	Iteration 0F: 2 clusters Score -4279554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -4255039.000000 Penalty: 3414.520752
	Iteration 0F: 3 clusters Score -4255039 nChanged 16950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -4264581.000000 Penalty: 3414.520752
	Iteration 1F: 3 clusters Score -4264581 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -4265468.500000 Penalty: 3414.520752
	Iteration 2Q: 3 clusters Score -4265468 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -4266752.000000 Penalty: 3414.520752
	Iteration 3Q: 3 clusters Score -4266752 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -4268359.500000 Penalty: 3414.520752
	Iteration 4F: 3 clusters Score -4268360 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -4270009.500000 Penalty: 3414.520752
	Iteration 5F: 3 clusters Score -4270010 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -4271585.500000 Penalty: 3414.520752
	Iteration 6F: 3 clusters Score -4271586 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -4273052.000000 Penalty: 3414.520752
	Iteration 7Q: 3 clusters Score -4273052 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -4274285.500000 Penalty: 3414.520752
	Iteration 8Q: 3 clusters Score -4274286 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28546 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -4275197.000000 Penalty: 3414.520752
	Iteration 9Q: 3 clusters Score -4275197 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -4275835.000000 Penalty: 3414.520752
	Iteration 10Q: 3 clusters Score -4275835 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29041 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -4276291.500000 Penalty: 3414.520752
	Iteration 11Q: 3 clusters Score -4276292 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29164 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -4276586.500000 Penalty: 3414.520752
	Iteration 12Q: 3 clusters Score -4276586 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29230 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -4276751.000000 Penalty: 3414.520752
	Iteration 13Q: 3 clusters Score -4276751 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -4276831.000000 Penalty: 3414.520752
	Iteration 14Q: 3 clusters Score -4276831 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -4276883.500000 Penalty: 3414.520752
	Iteration 15Q: 3 clusters Score -4276884 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29454 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -4276930.000000 Penalty: 3414.520752
	Iteration 16Q: 3 clusters Score -4276930 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29544 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -4276954.000000 Penalty: 3414.520752
	Iteration 17Q: 3 clusters Score -4276954 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -4276967.500000 Penalty: 3414.520752
	Iteration 18Q: 3 clusters Score -4276968 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29737 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -4277005.000000 Penalty: 3414.520752
	Iteration 19Q: 3 clusters Score -4277005 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29843 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -4277040.000000 Penalty: 3414.520752
	Iteration 20F: 3 clusters Score -4277040 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -4277060.000000 Penalty: 3414.520752
	Iteration 21Q: 3 clusters Score -4277060 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -4277107.000000 Penalty: 3414.520752
	Iteration 22Q: 3 clusters Score -4277107 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -4277141.500000 Penalty: 3414.520752
	Iteration 23Q: 3 clusters Score -4277142 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -4277190.500000 Penalty: 3414.520752
	Iteration 24Q: 3 clusters Score -4277190 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -4277223.500000 Penalty: 3414.520752
	Iteration 25Q: 3 clusters Score -4277224 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30567 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -4277242.000000 Penalty: 3414.520752
	Iteration 26Q: 3 clusters Score -4277242 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -4277277.500000 Penalty: 3414.520752
	Iteration 27Q: 3 clusters Score -4277278 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30766 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -4277308.500000 Penalty: 3414.520752
	Iteration 28Q: 3 clusters Score -4277308 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30865 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -4277338.000000 Penalty: 3414.520752
	Iteration 29Q: 3 clusters Score -4277338 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -4277342.500000 Penalty: 3414.520752
	Iteration 30Q: 3 clusters Score -4277342 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -4277363.500000 Penalty: 3414.520752
	Iteration 31Q: 3 clusters Score -4277364 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -4277375.000000 Penalty: 3414.520752
	Iteration 32Q: 3 clusters Score -4277375 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31290 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -4277403.000000 Penalty: 3414.520752
	Iteration 33Q: 3 clusters Score -4277403 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -4277426.000000 Penalty: 3414.520752
	Iteration 34Q: 3 clusters Score -4277426 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31519 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -4277457.000000 Penalty: 3414.520752
	Iteration 35Q: 3 clusters Score -4277457 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31637 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -4277475.500000 Penalty: 3414.520752
	Iteration 36Q: 3 clusters Score -4277476 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31745 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -4277490.500000 Penalty: 3414.520752
	Iteration 37Q: 3 clusters Score -4277490 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -4277504.500000 Penalty: 3414.520752
	Iteration 38Q: 3 clusters Score -4277504 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -4277520.500000 Penalty: 3414.520752
	Iteration 39Q: 3 clusters Score -4277520 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -4277518.000000 Penalty: 3414.520752
	Iteration 40F: 3 clusters Score -4277518 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32098 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -4277539.500000 Penalty: 3414.520752
	Iteration 41Q: 3 clusters Score -4277540 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32187 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -4277561.000000 Penalty: 3414.520752
	Iteration 42Q: 3 clusters Score -4277561 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32275 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -4277566.500000 Penalty: 3414.520752
	Iteration 43Q: 3 clusters Score -4277566 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32370 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -4277592.000000 Penalty: 3414.520752
	Iteration 44Q: 3 clusters Score -4277592 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32460 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -4277610.000000 Penalty: 3414.520752
	Iteration 45Q: 3 clusters Score -4277610 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -4277610.000000 Penalty: 3414.520752
	Iteration 46Q: 3 clusters Score -4277610 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32612 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -4277646.500000 Penalty: 3414.520752
	Iteration 47Q: 3 clusters Score -4277646 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -4277650.000000 Penalty: 3414.520752
	Iteration 48Q: 3 clusters Score -4277650 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -4277673.500000 Penalty: 3414.520752
	Iteration 49Q: 3 clusters Score -4277674 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32856 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -4277680.000000 Penalty: 3414.520752
	Iteration 50Q: 3 clusters Score -4277680 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -4277690.000000 Penalty: 3414.520752
	Iteration 51Q: 3 clusters Score -4277690 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33022 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -4277710.500000 Penalty: 3414.520752
	Iteration 52Q: 3 clusters Score -4277710 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33100 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -4277722.500000 Penalty: 3414.520752
	Iteration 53Q: 3 clusters Score -4277722 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33160 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -4277740.000000 Penalty: 3414.520752
	Iteration 54Q: 3 clusters Score -4277740 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -4277746.000000 Penalty: 3414.520752
	Iteration 55Q: 3 clusters Score -4277746 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33260 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -4277751.500000 Penalty: 3414.520752
	Iteration 56Q: 3 clusters Score -4277752 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33302 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -4277755.500000 Penalty: 3414.520752
	Iteration 57Q: 3 clusters Score -4277756 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33348 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -4277768.500000 Penalty: 3414.520752
	Iteration 58Q: 3 clusters Score -4277768 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -4277769.000000 Penalty: 3414.520752
	Iteration 59Q: 3 clusters Score -4277769 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33431 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -4277774.000000 Penalty: 3414.520752
	Iteration 60F: 3 clusters Score -4277774 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -4277780.500000 Penalty: 3414.520752
	Iteration 61Q: 3 clusters Score -4277780 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33521 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -4277785.000000 Penalty: 3414.520752
	Iteration 62Q: 3 clusters Score -4277785 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33577 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -4277798.500000 Penalty: 3414.520752
	Iteration 63Q: 3 clusters Score -4277798 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33635 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -4277807.000000 Penalty: 3414.520752
	Iteration 64Q: 3 clusters Score -4277807 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33688 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -4277813.500000 Penalty: 3414.520752
	Iteration 65Q: 3 clusters Score -4277814 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33745 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -4277820.500000 Penalty: 3414.520752
	Iteration 66Q: 3 clusters Score -4277820 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33803 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -4277830.000000 Penalty: 3414.520752
	Iteration 67Q: 3 clusters Score -4277830 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33846 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -4277838.500000 Penalty: 3414.520752
	Iteration 68Q: 3 clusters Score -4277838 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -4277849.500000 Penalty: 3414.520752
	Iteration 69Q: 3 clusters Score -4277850 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33943 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -4277870.500000 Penalty: 3414.520752
	Iteration 70Q: 3 clusters Score -4277870 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33987 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -4277885.000000 Penalty: 3414.520752
	Iteration 71Q: 3 clusters Score -4277885 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34031 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -4277899.500000 Penalty: 3414.520752
	Iteration 72Q: 3 clusters Score -4277900 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34063 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -4277909.000000 Penalty: 3414.520752
	Iteration 73Q: 3 clusters Score -4277909 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -4277918.000000 Penalty: 3414.520752
	Iteration 74Q: 3 clusters Score -4277918 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -4277915.500000 Penalty: 3414.520752
	Iteration 75Q: 3 clusters Score -4277916 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -4277926.000000 Penalty: 3414.520752
	Iteration 76Q: 3 clusters Score -4277926 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34205 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -4277934.000000 Penalty: 3414.520752
	Iteration 77Q: 3 clusters Score -4277934 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34234 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -4277934.500000 Penalty: 3414.520752
	Iteration 78Q: 3 clusters Score -4277934 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34265 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -4277952.500000 Penalty: 3414.520752
	Iteration 79Q: 3 clusters Score -4277952 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34292 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -4277961.000000 Penalty: 3414.520752
	Iteration 80F: 3 clusters Score -4277961 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34325 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -4277965.500000 Penalty: 3414.520752
	Iteration 81Q: 3 clusters Score -4277966 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34351 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -4277971.500000 Penalty: 3414.520752
	Iteration 82Q: 3 clusters Score -4277972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34368 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -4277976.000000 Penalty: 3414.520752
	Iteration 83Q: 3 clusters Score -4277976 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34386 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -4277975.500000 Penalty: 3414.520752
	Iteration 84Q: 3 clusters Score -4277976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34400 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -4277981.000000 Penalty: 3414.520752
	Iteration 85Q: 3 clusters Score -4277981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34409 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -4277981.500000 Penalty: 3414.520752
	Iteration 86Q: 3 clusters Score -4277982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34417 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -4277986.000000 Penalty: 3414.520752
	Iteration 87Q: 3 clusters Score -4277986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -4277976.500000 Penalty: 3414.520752
	Iteration 88Q: 3 clusters Score -4277976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -4277982.500000 Penalty: 3414.520752
	Iteration 89Q: 3 clusters Score -4277982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -4277980.000000 Penalty: 3414.520752
	Iteration 90Q: 3 clusters Score -4277980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -4277982.000000 Penalty: 3414.520752
	Iteration 91Q: 3 clusters Score -4277982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -4277982.000000 Penalty: 3414.520752
	Iteration 92Q: 3 clusters Score -4277982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34456 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -4277984.000000 Penalty: 3414.520752
	Iteration 93Q: 3 clusters Score -4277984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -4277987.000000 Penalty: 3414.520752
	Iteration 94Q: 3 clusters Score -4277987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34459 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -4277990.500000 Penalty: 3414.520752
	Iteration 95Q: 3 clusters Score -4277990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -4277992.500000 Penalty: 3414.520752
	Iteration 96Q: 3 clusters Score -4277992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -4277992.500000 Penalty: 3414.520752
	Iteration 97F: 3 clusters Score -4277992 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: -31520.431641 Penalty: 1009.222473
	Iteration 0F: 2 clusters Score -31520.43 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 253 members 
Entering Unmasked Estep 
Score: -30665.025391 Penalty: 2018.444946
	Iteration 0F: 3 clusters Score -30665.03 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -31129.519531 Penalty: 2018.444946
	Iteration 1F: 3 clusters Score -31129.52 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -31699.244141 Penalty: 2018.444946
	Iteration 2F: 3 clusters Score -31699.24 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -31994.203125 Penalty: 2018.444946
	Iteration 3F: 3 clusters Score -31994.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -32108.238281 Penalty: 2018.444946
	Iteration 4Q: 3 clusters Score -32108.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -32127.187500 Penalty: 2018.444946
	Iteration 5Q: 3 clusters Score -32127.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -32172.775391 Penalty: 2018.444946
	Iteration 6Q: 3 clusters Score -32172.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -32190.818359 Penalty: 2018.444946
	Iteration 7Q: 3 clusters Score -32190.82 nChanged 1
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: -32208.500000 Penalty: 2018.444946
	Iteration 8Q: 3 clusters Score -32208.5 nChanged 0
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: -32208.500000 Penalty: 2018.444946
	Iteration 9F: 3 clusters Score -32208.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 198945 members 
Mstep: Class 3 contains 89519 members 
Mstep: Class 4 contains 16107 members 
Mstep: Class 5 contains 36395 members 
Mstep: Class 6 contains 43735 members 
Mstep: Class 7 contains 105671 members 
Mstep: Class 8 contains 29895 members 
Mstep: Class 9 contains 37820 members 
Mstep: Class 10 contains 9509 members 
Mstep: Class 11 contains 124 members 
Mstep: Class 12 contains 280 members 
Mstep: Class 13 contains 7855 members 
Mstep: Class 14 contains 771 members 
Mstep: Class 15 contains 17646 members 
Mstep: Class 16 contains 72609 members 
Mstep: Class 17 contains 111639 members 
Mstep: Class 18 contains 126470 members 
Mstep: Class 19 contains 3492 members 
Mstep: Class 20 contains 81449 members 
Mstep: Class 21 contains 33809 members 
Mstep: Class 22 contains 61971 members 
Mstep: Class 23 contains 18449 members 
Mstep: Class 24 contains 2040 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 1134 members 
Mstep: Class 28 contains 103175 members 
Mstep: Class 29 contains 5448 members 
Mstep: Class 30 contains 9381 members 
Mstep: Class 31 contains 78977 members 
Mstep: Class 32 contains 4372 members 
Mstep: Class 33 contains 36542 members 
Mstep: Class 34 contains 153 members 
Mstep: Class 35 contains 489 members 
Mstep: Class 36 contains 1567 members 
Mstep: Class 37 contains 68693 members 
Mstep: Class 38 contains 1256 members 
Mstep: Class 39 contains 21588 members 
Mstep: Class 40 contains 922 members 
Mstep: Class 41 contains 354 members 
Mstep: Class 42 contains 1396 members 
Mstep: Class 43 contains 25831 members 
Mstep: Class 44 contains 120500 members 
Mstep: Class 45 contains 88977 members 
Mstep: Class 46 contains 304 members 
Mstep: Class 47 contains 145 members 
Mstep: Class 48 contains 11727 members 
Mstep: Class 49 contains 2737 members 
Mstep: Class 50 contains 345 members 
Entering Unmasked Estep 
Score: -194676224.000000 Penalty: 116671.015625
Splitting cluster 34 changes total score from -194676432.000000 to -194676224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Entering Unmasked Estep 
Score: -33855.945312 Penalty: 1006.258850
	Iteration 0F: 2 clusters Score -33855.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -33041.636719 Penalty: 2012.517700
	Iteration 0F: 3 clusters Score -33041.64 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -33458.960938 Penalty: 2012.517700
	Iteration 1F: 3 clusters Score -33458.96 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -33636.945312 Penalty: 2012.517700
	Iteration 2F: 3 clusters Score -33636.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -33727.859375 Penalty: 2012.517700
	Iteration 3Q: 3 clusters Score -33727.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -33759.546875 Penalty: 2012.517700
	Iteration 4Q: 3 clusters Score -33759.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -33828.679688 Penalty: 2012.517700
	Iteration 5Q: 3 clusters Score -33828.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -33890.730469 Penalty: 2012.517700
	Iteration 6Q: 3 clusters Score -33890.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -33901.785156 Penalty: 2012.517700
	Iteration 7Q: 3 clusters Score -33901.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -33906.234375 Penalty: 2012.517700
	Iteration 8Q: 3 clusters Score -33906.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -33906.234375 Penalty: 2012.517700
	Iteration 9F: 3 clusters Score -33906.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 198945 members 
Mstep: Class 3 contains 89519 members 
Mstep: Class 4 contains 16107 members 
Mstep: Class 5 contains 36395 members 
Mstep: Class 6 contains 43735 members 
Mstep: Class 7 contains 105671 members 
Mstep: Class 8 contains 29895 members 
Mstep: Class 9 contains 37820 members 
Mstep: Class 10 contains 9509 members 
Mstep: Class 11 contains 124 members 
Mstep: Class 12 contains 280 members 
Mstep: Class 13 contains 7855 members 
Mstep: Class 14 contains 771 members 
Mstep: Class 15 contains 17646 members 
Mstep: Class 16 contains 72609 members 
Mstep: Class 17 contains 111639 members 
Mstep: Class 18 contains 126470 members 
Mstep: Class 19 contains 3492 members 
Mstep: Class 20 contains 81449 members 
Mstep: Class 21 contains 33809 members 
Mstep: Class 22 contains 61971 members 
Mstep: Class 23 contains 18449 members 
Mstep: Class 24 contains 2040 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 1134 members 
Mstep: Class 28 contains 103175 members 
Mstep: Class 29 contains 5448 members 
Mstep: Class 30 contains 9381 members 
Mstep: Class 31 contains 78977 members 
Mstep: Class 32 contains 4372 members 
Mstep: Class 33 contains 36542 members 
Mstep: Class 34 contains 498 members 
Mstep: Class 35 contains 204 members 
Mstep: Class 36 contains 1567 members 
Mstep: Class 37 contains 68693 members 
Mstep: Class 38 contains 1256 members 
Mstep: Class 39 contains 21588 members 
Mstep: Class 40 contains 922 members 
Mstep: Class 41 contains 354 members 
Mstep: Class 42 contains 1396 members 
Mstep: Class 43 contains 25831 members 
Mstep: Class 44 contains 120500 members 
Mstep: Class 45 contains 88977 members 
Mstep: Class 46 contains 304 members 
Mstep: Class 47 contains 145 members 
Mstep: Class 48 contains 11727 members 
Mstep: Class 49 contains 2737 members 
Mstep: Class 50 contains 285 members 
Entering Unmasked Estep 
Score: -194676320.000000 Penalty: 116671.015625
Splitting cluster 35 changes total score from -194676432.000000 to -194676320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (1567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Entering Unmasked Estep 
Score: -168829.796875 Penalty: 1195.499268
	Iteration 0F: 2 clusters Score -168829.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -167005.000000 Penalty: 2390.998535
	Iteration 0F: 3 clusters Score -167005 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -167461.265625 Penalty: 2390.998535
	Iteration 1F: 3 clusters Score -167461.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -167623.656250 Penalty: 2390.998535
	Iteration 2F: 3 clusters Score -167623.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -167757.578125 Penalty: 2390.998535
	Iteration 3F: 3 clusters Score -167757.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -167868.906250 Penalty: 2390.998535
	Iteration 4F: 3 clusters Score -167868.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -167951.531250 Penalty: 2390.998535
	Iteration 5Q: 3 clusters Score -167951.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -168041.875000 Penalty: 2390.998535
	Iteration 6Q: 3 clusters Score -168041.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -168102.640625 Penalty: 2390.998535
	Iteration 7Q: 3 clusters Score -168102.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -168142.953125 Penalty: 2390.998535
	Iteration 8Q: 3 clusters Score -168143 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -168178.937500 Penalty: 2390.998535
	Iteration 9Q: 3 clusters Score -168178.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -168208.750000 Penalty: 2390.998535
	Iteration 10Q: 3 clusters Score -168208.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -168226.328125 Penalty: 2390.998535
	Iteration 11Q: 3 clusters Score -168226.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -168238.093750 Penalty: 2390.998535
	Iteration 12Q: 3 clusters Score -168238.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -168246.921875 Penalty: 2390.998535
	Iteration 13Q: 3 clusters Score -168246.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -168253.218750 Penalty: 2390.998535
	Iteration 14Q: 3 clusters Score -168253.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -168260.531250 Penalty: 2390.998535
	Iteration 15Q: 3 clusters Score -168260.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -168269.203125 Penalty: 2390.998535
	Iteration 16Q: 3 clusters Score -168269.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -168275.203125 Penalty: 2390.998535
	Iteration 17Q: 3 clusters Score -168275.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -168280.031250 Penalty: 2390.998535
	Iteration 18Q: 3 clusters Score -168280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -168281.609375 Penalty: 2390.998535
	Iteration 19Q: 3 clusters Score -168281.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -168283.953125 Penalty: 2390.998535
	Iteration 20F: 3 clusters Score -168284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -168284.828125 Penalty: 2390.998535
	Iteration 21Q: 3 clusters Score -168284.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -168286.171875 Penalty: 2390.998535
	Iteration 22Q: 3 clusters Score -168286.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -168287.234375 Penalty: 2390.998535
	Iteration 23Q: 3 clusters Score -168287.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -168289.109375 Penalty: 2390.998535
	Iteration 24Q: 3 clusters Score -168289.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -168290.218750 Penalty: 2390.998535
	Iteration 25Q: 3 clusters Score -168290.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -168292.656250 Penalty: 2390.998535
	Iteration 26Q: 3 clusters Score -168292.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -168293.640625 Penalty: 2390.998535
	Iteration 27Q: 3 clusters Score -168293.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -168293.640625 Penalty: 2390.998535
	Iteration 28F: 3 clusters Score -168293.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (68693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68693 members 
Entering Unmasked Estep 
Score: -8119043.500000 Penalty: 1809.827881
	Iteration 0F: 2 clusters Score -8119044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34287 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -8073191.500000 Penalty: 3619.655762
	Iteration 0F: 3 clusters Score -8073192 nChanged 32807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34008 members 
Mstep: Class 2 contains 34685 members 
Entering Unmasked Estep 
Score: -8091749.000000 Penalty: 3619.655762
	Iteration 1F: 3 clusters Score -8091749 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33819 members 
Mstep: Class 2 contains 34874 members 
Entering Unmasked Estep 
Score: -8092157.000000 Penalty: 3619.655762
	Iteration 2Q: 3 clusters Score -8092157 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33513 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -8092582.500000 Penalty: 3619.655762
	Iteration 3Q: 3 clusters Score -8092582 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33091 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -8093014.500000 Penalty: 3619.655762
	Iteration 4Q: 3 clusters Score -8093014 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32403 members 
Mstep: Class 2 contains 36290 members 
Entering Unmasked Estep 
Score: -8093451.000000 Penalty: 3619.655762
	Iteration 5Q: 3 clusters Score -8093451 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31318 members 
Mstep: Class 2 contains 37375 members 
Entering Unmasked Estep 
Score: -8094053.000000 Penalty: 3619.655762
	Iteration 6Q: 3 clusters Score -8094053 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29743 members 
Mstep: Class 2 contains 38950 members 
Entering Unmasked Estep 
Score: -8094810.000000 Penalty: 3619.655762
	Iteration 7Q: 3 clusters Score -8094810 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27453 members 
Mstep: Class 2 contains 41240 members 
Entering Unmasked Estep 
Score: -8096035.000000 Penalty: 3619.655762
	Iteration 8Q: 3 clusters Score -8096035 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 44419 members 
Entering Unmasked Estep 
Score: -8098016.000000 Penalty: 3619.655762
	Iteration 9F: 3 clusters Score -8098016 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 48585 members 
Entering Unmasked Estep 
Score: -8101089.500000 Penalty: 3619.655762
	Iteration 10F: 3 clusters Score -8101090 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 53147 members 
Entering Unmasked Estep 
Score: -8104783.500000 Penalty: 3619.655762
	Iteration 11F: 3 clusters Score -8104784 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 57495 members 
Entering Unmasked Estep 
Score: -8108451.500000 Penalty: 3619.655762
	Iteration 12F: 3 clusters Score -8108452 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 61019 members 
Entering Unmasked Estep 
Score: -8111349.500000 Penalty: 3619.655762
	Iteration 13F: 3 clusters Score -8111350 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 63546 members 
Entering Unmasked Estep 
Score: -8113436.000000 Penalty: 3619.655762
	Iteration 14Q: 3 clusters Score -8113436 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 65292 members 
Entering Unmasked Estep 
Score: -8114898.000000 Penalty: 3619.655762
	Iteration 15Q: 3 clusters Score -8114898 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 66475 members 
Entering Unmasked Estep 
Score: -8115823.500000 Penalty: 3619.655762
	Iteration 16Q: 3 clusters Score -8115824 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 67237 members 
Entering Unmasked Estep 
Score: -8116451.500000 Penalty: 3619.655762
	Iteration 17Q: 3 clusters Score -8116452 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 67705 members 
Entering Unmasked Estep 
Score: -8116832.500000 Penalty: 3619.655762
	Iteration 18Q: 3 clusters Score -8116832 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 67973 members 
Entering Unmasked Estep 
Score: -8117032.500000 Penalty: 3619.655762
	Iteration 19Q: 3 clusters Score -8117032 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 68135 members 
Entering Unmasked Estep 
Score: -8117157.000000 Penalty: 3619.655762
	Iteration 20F: 3 clusters Score -8117157 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 68212 members 
Entering Unmasked Estep 
Score: -8117236.000000 Penalty: 3619.655762
	Iteration 21Q: 3 clusters Score -8117236 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 68263 members 
Entering Unmasked Estep 
Score: -8117279.000000 Penalty: 3619.655762
	Iteration 22Q: 3 clusters Score -8117279 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 68300 members 
Entering Unmasked Estep 
Score: -8117322.000000 Penalty: 3619.655762
	Iteration 23Q: 3 clusters Score -8117322 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 68331 members 
Entering Unmasked Estep 
Score: -8117353.500000 Penalty: 3619.655762
	Iteration 24Q: 3 clusters Score -8117354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 68352 members 
Entering Unmasked Estep 
Score: -8117377.000000 Penalty: 3619.655762
	Iteration 25Q: 3 clusters Score -8117377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 68364 members 
Entering Unmasked Estep 
Score: -8117390.500000 Penalty: 3619.655762
	Iteration 26Q: 3 clusters Score -8117390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 68371 members 
Entering Unmasked Estep 
Score: -8117393.500000 Penalty: 3619.655762
	Iteration 27Q: 3 clusters Score -8117394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 68378 members 
Entering Unmasked Estep 
Score: -8117405.500000 Penalty: 3619.655762
	Iteration 28Q: 3 clusters Score -8117406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 68378 members 
Entering Unmasked Estep 
Score: -8117406.500000 Penalty: 3619.655762
	Iteration 29Q: 3 clusters Score -8117406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 68381 members 
Entering Unmasked Estep 
Score: -8117405.500000 Penalty: 3619.655762
	Iteration 30Q: 3 clusters Score -8117406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 68380 members 
Entering Unmasked Estep 
Score: -8117401.500000 Penalty: 3619.655762
	Iteration 31Q: 3 clusters Score -8117402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 68380 members 
Entering Unmasked Estep 
Score: -8117401.500000 Penalty: 3619.655762
	Iteration 32F: 3 clusters Score -8117402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Entering Unmasked Estep 
Score: -123735.171875 Penalty: 1159.549194
	Iteration 0F: 2 clusters Score -123735.2 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 610 members 
Entering Unmasked Estep 
Score: -122151.250000 Penalty: 2319.098389
	Iteration 0F: 3 clusters Score -122151.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -122464.906250 Penalty: 2319.098389
	Iteration 1F: 3 clusters Score -122464.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -122574.171875 Penalty: 2319.098389
	Iteration 2F: 3 clusters Score -122574.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -122662.726562 Penalty: 2319.098389
	Iteration 3Q: 3 clusters Score -122662.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -122738.640625 Penalty: 2319.098389
	Iteration 4Q: 3 clusters Score -122738.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -122836.000000 Penalty: 2319.098389
	Iteration 5Q: 3 clusters Score -122836 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -122947.484375 Penalty: 2319.098389
	Iteration 6F: 3 clusters Score -122947.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -123064.031250 Penalty: 2319.098389
	Iteration 7F: 3 clusters Score -123064 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -123116.523438 Penalty: 2319.098389
	Iteration 8Q: 3 clusters Score -123116.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -123155.398438 Penalty: 2319.098389
	Iteration 9Q: 3 clusters Score -123155.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -123178.101562 Penalty: 2319.098389
	Iteration 10Q: 3 clusters Score -123178.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -123189.835938 Penalty: 2319.098389
	Iteration 11Q: 3 clusters Score -123189.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -123193.976562 Penalty: 2319.098389
	Iteration 12Q: 3 clusters Score -123194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -123195.976562 Penalty: 2319.098389
	Iteration 13Q: 3 clusters Score -123196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -123199.304688 Penalty: 2319.098389
	Iteration 14Q: 3 clusters Score -123199.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -123208.195312 Penalty: 2319.098389
	Iteration 15Q: 3 clusters Score -123208.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -123216.976562 Penalty: 2319.098389
	Iteration 16Q: 3 clusters Score -123217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -123220.632812 Penalty: 2319.098389
	Iteration 17Q: 3 clusters Score -123220.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -123223.812500 Penalty: 2319.098389
	Iteration 18Q: 3 clusters Score -123223.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -123226.093750 Penalty: 2319.098389
	Iteration 19Q: 3 clusters Score -123226.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -123232.117188 Penalty: 2319.098389
	Iteration 20F: 3 clusters Score -123232.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -123233.835938 Penalty: 2319.098389
	Iteration 21Q: 3 clusters Score -123233.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -123234.742188 Penalty: 2319.098389
	Iteration 22Q: 3 clusters Score -123234.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -123234.742188 Penalty: 2319.098389
	Iteration 23F: 3 clusters Score -123234.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (21588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Entering Unmasked Estep 
Score: -2604202.500000 Penalty: 1621.732544
	Iteration 0F: 2 clusters Score -2604202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -2589654.250000 Penalty: 3243.465088
	Iteration 0F: 3 clusters Score -2589654 nChanged 9916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -2594906.250000 Penalty: 3243.465088
	Iteration 1F: 3 clusters Score -2594906 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -2595154.250000 Penalty: 3243.465088
	Iteration 2Q: 3 clusters Score -2595154 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -2595392.000000 Penalty: 3243.465088
	Iteration 3Q: 3 clusters Score -2595392 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -2595552.500000 Penalty: 3243.465088
	Iteration 4Q: 3 clusters Score -2595552 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -2595677.000000 Penalty: 3243.465088
	Iteration 5Q: 3 clusters Score -2595677 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -2595810.000000 Penalty: 3243.465088
	Iteration 6Q: 3 clusters Score -2595810 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -2595918.000000 Penalty: 3243.465088
	Iteration 7Q: 3 clusters Score -2595918 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -2596067.250000 Penalty: 3243.465088
	Iteration 8Q: 3 clusters Score -2596067 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -2596254.750000 Penalty: 3243.465088
	Iteration 9Q: 3 clusters Score -2596255 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -2596613.500000 Penalty: 3243.465088
	Iteration 10Q: 3 clusters Score -2596614 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -2597176.500000 Penalty: 3243.465088
	Iteration 11Q: 3 clusters Score -2597176 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -2597943.750000 Penalty: 3243.465088
	Iteration 12F: 3 clusters Score -2597944 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -2598801.500000 Penalty: 3243.465088
	Iteration 13F: 3 clusters Score -2598802 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -2599381.000000 Penalty: 3243.465088
	Iteration 14Q: 3 clusters Score -2599381 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -2599692.750000 Penalty: 3243.465088
	Iteration 15Q: 3 clusters Score -2599693 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -2599819.750000 Penalty: 3243.465088
	Iteration 16Q: 3 clusters Score -2599820 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -2599940.500000 Penalty: 3243.465088
	Iteration 17Q: 3 clusters Score -2599940 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -2600061.250000 Penalty: 3243.465088
	Iteration 18Q: 3 clusters Score -2600061 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -2600172.500000 Penalty: 3243.465088
	Iteration 19Q: 3 clusters Score -2600172 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -2600346.500000 Penalty: 3243.465088
	Iteration 20F: 3 clusters Score -2600346 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -2600530.000000 Penalty: 3243.465088
	Iteration 21Q: 3 clusters Score -2600530 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -2600728.000000 Penalty: 3243.465088
	Iteration 22Q: 3 clusters Score -2600728 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -2600883.500000 Penalty: 3243.465088
	Iteration 23Q: 3 clusters Score -2600884 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -2600947.750000 Penalty: 3243.465088
	Iteration 24Q: 3 clusters Score -2600948 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -2601046.500000 Penalty: 3243.465088
	Iteration 25Q: 3 clusters Score -2601046 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -2601155.000000 Penalty: 3243.465088
	Iteration 26Q: 3 clusters Score -2601155 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -2601269.000000 Penalty: 3243.465088
	Iteration 27Q: 3 clusters Score -2601269 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -2601346.000000 Penalty: 3243.465088
	Iteration 28Q: 3 clusters Score -2601346 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -2601391.250000 Penalty: 3243.465088
	Iteration 29Q: 3 clusters Score -2601391 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -2601467.000000 Penalty: 3243.465088
	Iteration 30Q: 3 clusters Score -2601467 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -2601475.250000 Penalty: 3243.465088
	Iteration 31Q: 3 clusters Score -2601475 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -2601530.750000 Penalty: 3243.465088
	Iteration 32Q: 3 clusters Score -2601531 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -2601571.750000 Penalty: 3243.465088
	Iteration 33Q: 3 clusters Score -2601572 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -2601643.750000 Penalty: 3243.465088
	Iteration 34Q: 3 clusters Score -2601644 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -2601706.750000 Penalty: 3243.465088
	Iteration 35Q: 3 clusters Score -2601707 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -2601755.750000 Penalty: 3243.465088
	Iteration 36Q: 3 clusters Score -2601756 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -2601822.750000 Penalty: 3243.465088
	Iteration 37Q: 3 clusters Score -2601823 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -2601912.500000 Penalty: 3243.465088
	Iteration 38Q: 3 clusters Score -2601912 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -2601996.500000 Penalty: 3243.465088
	Iteration 39Q: 3 clusters Score -2601996 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -2602068.500000 Penalty: 3243.465088
	Iteration 40F: 3 clusters Score -2602068 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -2602133.750000 Penalty: 3243.465088
	Iteration 41Q: 3 clusters Score -2602134 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -2602203.000000 Penalty: 3243.465088
	Iteration 42Q: 3 clusters Score -2602203 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -2602256.500000 Penalty: 3243.465088
	Iteration 43Q: 3 clusters Score -2602256 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2602304.250000 Penalty: 3243.465088
	Iteration 44Q: 3 clusters Score -2602304 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2602377.250000 Penalty: 3243.465088
	Iteration 45Q: 3 clusters Score -2602377 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2602450.000000 Penalty: 3243.465088
	Iteration 46Q: 3 clusters Score -2602450 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2602530.000000 Penalty: 3243.465088
	Iteration 47Q: 3 clusters Score -2602530 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2602572.250000 Penalty: 3243.465088
	Iteration 48Q: 3 clusters Score -2602572 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2602619.750000 Penalty: 3243.465088
	Iteration 49Q: 3 clusters Score -2602620 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2602640.250000 Penalty: 3243.465088
	Iteration 50Q: 3 clusters Score -2602640 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2602696.250000 Penalty: 3243.465088
	Iteration 51Q: 3 clusters Score -2602696 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2602729.500000 Penalty: 3243.465088
	Iteration 52Q: 3 clusters Score -2602730 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2602769.500000 Penalty: 3243.465088
	Iteration 53Q: 3 clusters Score -2602770 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2602774.500000 Penalty: 3243.465088
	Iteration 54Q: 3 clusters Score -2602774 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2602794.250000 Penalty: 3243.465088
	Iteration 55Q: 3 clusters Score -2602794 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2602804.500000 Penalty: 3243.465088
	Iteration 56Q: 3 clusters Score -2602804 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2602807.250000 Penalty: 3243.465088
	Iteration 57Q: 3 clusters Score -2602807 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2602821.500000 Penalty: 3243.465088
	Iteration 58Q: 3 clusters Score -2602822 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2602837.000000 Penalty: 3243.465088
	Iteration 59Q: 3 clusters Score -2602837 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2602855.750000 Penalty: 3243.465088
	Iteration 60F: 3 clusters Score -2602856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2602863.500000 Penalty: 3243.465088
	Iteration 61Q: 3 clusters Score -2602864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2602875.000000 Penalty: 3243.465088
	Iteration 62Q: 3 clusters Score -2602875 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2602882.250000 Penalty: 3243.465088
	Iteration 63Q: 3 clusters Score -2602882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2602889.500000 Penalty: 3243.465088
	Iteration 64Q: 3 clusters Score -2602890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2602895.250000 Penalty: 3243.465088
	Iteration 65Q: 3 clusters Score -2602895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2602895.750000 Penalty: 3243.465088
	Iteration 66Q: 3 clusters Score -2602896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2602895.250000 Penalty: 3243.465088
	Iteration 67Q: 3 clusters Score -2602895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2602893.000000 Penalty: 3243.465088
	Iteration 68Q: 3 clusters Score -2602893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2602901.750000 Penalty: 3243.465088
	Iteration 69Q: 3 clusters Score -2602902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2602897.000000 Penalty: 3243.465088
	Iteration 70Q: 3 clusters Score -2602897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2602893.250000 Penalty: 3243.465088
	Iteration 71Q: 3 clusters Score -2602893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2602893.250000 Penalty: 3243.465088
	Iteration 72F: 3 clusters Score -2602893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Entering Unmasked Estep 
Score: -81402.359375 Penalty: 1109.313599
	Iteration 0F: 2 clusters Score -81402.36 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 500 members 
Entering Unmasked Estep 
Score: -80157.164062 Penalty: 2218.627197
	Iteration 0F: 3 clusters Score -80157.16 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -80725.281250 Penalty: 2218.627197
	Iteration 1F: 3 clusters Score -80725.28 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -81089.507812 Penalty: 2218.627197
	Iteration 2F: 3 clusters Score -81089.51 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -81375.296875 Penalty: 2218.627197
	Iteration 3F: 3 clusters Score -81375.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -81542.335938 Penalty: 2218.627197
	Iteration 4F: 3 clusters Score -81542.34 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -81673.312500 Penalty: 2218.627197
	Iteration 5Q: 3 clusters Score -81673.31 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -81747.156250 Penalty: 2218.627197
	Iteration 6Q: 3 clusters Score -81747.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -81797.335938 Penalty: 2218.627197
	Iteration 7Q: 3 clusters Score -81797.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -81839.093750 Penalty: 2218.627197
	Iteration 8Q: 3 clusters Score -81839.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -81854.242188 Penalty: 2218.627197
	Iteration 9Q: 3 clusters Score -81854.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -81861.054688 Penalty: 2218.627197
	Iteration 10Q: 3 clusters Score -81861.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -81865.117188 Penalty: 2218.627197
	Iteration 11Q: 3 clusters Score -81865.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -81869.843750 Penalty: 2218.627197
	Iteration 12Q: 3 clusters Score -81869.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -81873.335938 Penalty: 2218.627197
	Iteration 13Q: 3 clusters Score -81873.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -81874.765625 Penalty: 2218.627197
	Iteration 14Q: 3 clusters Score -81874.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -81877.750000 Penalty: 2218.627197
	Iteration 15Q: 3 clusters Score -81877.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -81885.812500 Penalty: 2218.627197
	Iteration 16Q: 3 clusters Score -81885.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -81897.132812 Penalty: 2218.627197
	Iteration 17Q: 3 clusters Score -81897.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -81908.828125 Penalty: 2218.627197
	Iteration 18Q: 3 clusters Score -81908.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -81914.195312 Penalty: 2218.627197
	Iteration 19Q: 3 clusters Score -81914.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -81914.625000 Penalty: 2218.627197
	Iteration 20F: 3 clusters Score -81914.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 198945 members 
Mstep: Class 3 contains 89519 members 
Mstep: Class 4 contains 16107 members 
Mstep: Class 5 contains 36395 members 
Mstep: Class 6 contains 43735 members 
Mstep: Class 7 contains 105671 members 
Mstep: Class 8 contains 29895 members 
Mstep: Class 9 contains 37820 members 
Mstep: Class 10 contains 9509 members 
Mstep: Class 11 contains 124 members 
Mstep: Class 12 contains 280 members 
Mstep: Class 13 contains 7855 members 
Mstep: Class 14 contains 771 members 
Mstep: Class 15 contains 17646 members 
Mstep: Class 16 contains 72609 members 
Mstep: Class 17 contains 111639 members 
Mstep: Class 18 contains 126470 members 
Mstep: Class 19 contains 3492 members 
Mstep: Class 20 contains 81449 members 
Mstep: Class 21 contains 33809 members 
Mstep: Class 22 contains 61971 members 
Mstep: Class 23 contains 18449 members 
Mstep: Class 24 contains 2040 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 1134 members 
Mstep: Class 28 contains 103175 members 
Mstep: Class 29 contains 5448 members 
Mstep: Class 30 contains 9381 members 
Mstep: Class 31 contains 78977 members 
Mstep: Class 32 contains 4372 members 
Mstep: Class 33 contains 36542 members 
Mstep: Class 34 contains 498 members 
Mstep: Class 35 contains 489 members 
Mstep: Class 36 contains 1567 members 
Mstep: Class 37 contains 68693 members 
Mstep: Class 38 contains 1256 members 
Mstep: Class 39 contains 21588 members 
Mstep: Class 40 contains 405 members 
Mstep: Class 41 contains 354 members 
Mstep: Class 42 contains 1396 members 
Mstep: Class 43 contains 25831 members 
Mstep: Class 44 contains 120500 members 
Mstep: Class 45 contains 88977 members 
Mstep: Class 46 contains 304 members 
Mstep: Class 47 contains 145 members 
Mstep: Class 48 contains 11727 members 
Mstep: Class 49 contains 2737 members 
Mstep: Class 50 contains 517 members 
Entering Unmasked Estep 
Score: -194676624.000000 Penalty: 116671.015625
Splitting cluster 40 changes total score from -194676432.000000 to -194676624.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 41 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -28028.882812 Penalty: 953.760742
	Iteration 0F: 2 clusters Score -28028.88 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 177 members 
Entering Unmasked Estep 
Score: -27240.134766 Penalty: 1907.521484
	Iteration 0F: 3 clusters Score -27240.13 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -27473.537109 Penalty: 1907.521484
	Iteration 1F: 3 clusters Score -27473.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -27555.197266 Penalty: 1907.521484
	Iteration 2F: 3 clusters Score -27555.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -27606.943359 Penalty: 1907.521484
	Iteration 3Q: 3 clusters Score -27606.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -27624.027344 Penalty: 1907.521484
	Iteration 4Q: 3 clusters Score -27624.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -27626.335938 Penalty: 1907.521484
	Iteration 5Q: 3 clusters Score -27626.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -27629.322266 Penalty: 1907.521484
	Iteration 6Q: 3 clusters Score -27629.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -27629.322266 Penalty: 1907.521484
	Iteration 7F: 3 clusters Score -27629.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Entering Unmasked Estep 
Score: -144725.375000 Penalty: 1176.722046
	Iteration 0F: 2 clusters Score -144725.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -143073.734375 Penalty: 2353.444092
	Iteration 0F: 3 clusters Score -143073.7 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -143574.546875 Penalty: 2353.444092
	Iteration 1F: 3 clusters Score -143574.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -143967.906250 Penalty: 2353.444092
	Iteration 2F: 3 clusters Score -143967.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -144246.093750 Penalty: 2353.444092
	Iteration 3F: 3 clusters Score -144246.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -144420.453125 Penalty: 2353.444092
	Iteration 4F: 3 clusters Score -144420.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -144542.640625 Penalty: 2353.444092
	Iteration 5Q: 3 clusters Score -144542.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -144627.515625 Penalty: 2353.444092
	Iteration 6Q: 3 clusters Score -144627.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -144700.359375 Penalty: 2353.444092
	Iteration 7Q: 3 clusters Score -144700.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -144739.500000 Penalty: 2353.444092
	Iteration 8Q: 3 clusters Score -144739.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -144769.875000 Penalty: 2353.444092
	Iteration 9Q: 3 clusters Score -144769.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -144800.546875 Penalty: 2353.444092
	Iteration 10Q: 3 clusters Score -144800.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -144825.156250 Penalty: 2353.444092
	Iteration 11Q: 3 clusters Score -144825.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -144845.953125 Penalty: 2353.444092
	Iteration 12Q: 3 clusters Score -144846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -144870.421875 Penalty: 2353.444092
	Iteration 13Q: 3 clusters Score -144870.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -144896.109375 Penalty: 2353.444092
	Iteration 14Q: 3 clusters Score -144896.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -144924.250000 Penalty: 2353.444092
	Iteration 15Q: 3 clusters Score -144924.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -144945.562500 Penalty: 2353.444092
	Iteration 16Q: 3 clusters Score -144945.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -144953.406250 Penalty: 2353.444092
	Iteration 17Q: 3 clusters Score -144953.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -144957.625000 Penalty: 2353.444092
	Iteration 18Q: 3 clusters Score -144957.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -144960.890625 Penalty: 2353.444092
	Iteration 19Q: 3 clusters Score -144960.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -144962.062500 Penalty: 2353.444092
	Iteration 20F: 3 clusters Score -144962.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -144962.890625 Penalty: 2353.444092
	Iteration 21Q: 3 clusters Score -144962.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -144962.890625 Penalty: 2353.444092
	Iteration 22F: 3 clusters Score -144962.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 198945 members 
Mstep: Class 3 contains 89519 members 
Mstep: Class 4 contains 16107 members 
Mstep: Class 5 contains 36395 members 
Mstep: Class 6 contains 43735 members 
Mstep: Class 7 contains 105671 members 
Mstep: Class 8 contains 29895 members 
Mstep: Class 9 contains 37820 members 
Mstep: Class 10 contains 9509 members 
Mstep: Class 11 contains 124 members 
Mstep: Class 12 contains 280 members 
Mstep: Class 13 contains 7855 members 
Mstep: Class 14 contains 771 members 
Mstep: Class 15 contains 17646 members 
Mstep: Class 16 contains 72609 members 
Mstep: Class 17 contains 111639 members 
Mstep: Class 18 contains 126470 members 
Mstep: Class 19 contains 3492 members 
Mstep: Class 20 contains 81449 members 
Mstep: Class 21 contains 33809 members 
Mstep: Class 22 contains 61971 members 
Mstep: Class 23 contains 18449 members 
Mstep: Class 24 contains 2040 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 1134 members 
Mstep: Class 28 contains 103175 members 
Mstep: Class 29 contains 5448 members 
Mstep: Class 30 contains 9381 members 
Mstep: Class 31 contains 78977 members 
Mstep: Class 32 contains 4372 members 
Mstep: Class 33 contains 36542 members 
Mstep: Class 34 contains 498 members 
Mstep: Class 35 contains 489 members 
Mstep: Class 36 contains 1567 members 
Mstep: Class 37 contains 68693 members 
Mstep: Class 38 contains 1256 members 
Mstep: Class 39 contains 21588 members 
Mstep: Class 40 contains 405 members 
Mstep: Class 41 contains 354 members 
Mstep: Class 42 contains 443 members 
Mstep: Class 43 contains 25831 members 
Mstep: Class 44 contains 120500 members 
Mstep: Class 45 contains 88977 members 
Mstep: Class 46 contains 304 members 
Mstep: Class 47 contains 145 members 
Mstep: Class 48 contains 11727 members 
Mstep: Class 49 contains 2737 members 
Mstep: Class 50 contains 517 members 
Mstep: Class 51 contains 953 members 
Entering Unmasked Estep 
Score: -194676480.000000 Penalty: 119004.437500
Splitting cluster 42 changes total score from -194676432.000000 to -194676480.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 43 (25831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Entering Unmasked Estep 
Score: -3046794.500000 Penalty: 1650.891235
	Iteration 0F: 2 clusters Score -3046794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -3029384.750000 Penalty: 3301.782471
	Iteration 0F: 3 clusters Score -3029385 nChanged 11834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -3036274.500000 Penalty: 3301.782471
	Iteration 1F: 3 clusters Score -3036274 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -3037702.750000 Penalty: 3301.782471
	Iteration 2F: 3 clusters Score -3037703 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -3039475.750000 Penalty: 3301.782471
	Iteration 3F: 3 clusters Score -3039476 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -3041638.750000 Penalty: 3301.782471
	Iteration 4F: 3 clusters Score -3041639 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -3043946.750000 Penalty: 3301.782471
	Iteration 5F: 3 clusters Score -3043947 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -3045654.750000 Penalty: 3301.782471
	Iteration 6F: 3 clusters Score -3045655 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -3046449.000000 Penalty: 3301.782471
	Iteration 7Q: 3 clusters Score -3046449 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -3046736.000000 Penalty: 3301.782471
	Iteration 8Q: 3 clusters Score -3046736 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -3046886.250000 Penalty: 3301.782471
	Iteration 9Q: 3 clusters Score -3046886 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -3046966.250000 Penalty: 3301.782471
	Iteration 10Q: 3 clusters Score -3046966 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -3047012.250000 Penalty: 3301.782471
	Iteration 11Q: 3 clusters Score -3047012 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -3047036.250000 Penalty: 3301.782471
	Iteration 12Q: 3 clusters Score -3047036 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -3047033.250000 Penalty: 3301.782471
	Iteration 13Q: 3 clusters Score -3047033 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -3047040.500000 Penalty: 3301.782471
	Iteration 14Q: 3 clusters Score -3047040 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -3047051.000000 Penalty: 3301.782471
	Iteration 15Q: 3 clusters Score -3047051 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -3047055.000000 Penalty: 3301.782471
	Iteration 16Q: 3 clusters Score -3047055 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -3047061.000000 Penalty: 3301.782471
	Iteration 17Q: 3 clusters Score -3047061 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -3047063.500000 Penalty: 3301.782471
	Iteration 18Q: 3 clusters Score -3047064 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -3047067.000000 Penalty: 3301.782471
	Iteration 19Q: 3 clusters Score -3047067 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -3047066.000000 Penalty: 3301.782471
	Iteration 20F: 3 clusters Score -3047066 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -3047067.000000 Penalty: 3301.782471
	Iteration 21Q: 3 clusters Score -3047067 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -3047076.250000 Penalty: 3301.782471
	Iteration 22Q: 3 clusters Score -3047076 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -3047085.750000 Penalty: 3301.782471
	Iteration 23Q: 3 clusters Score -3047086 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -3047094.250000 Penalty: 3301.782471
	Iteration 24Q: 3 clusters Score -3047094 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -3047105.500000 Penalty: 3301.782471
	Iteration 25Q: 3 clusters Score -3047106 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -3047107.750000 Penalty: 3301.782471
	Iteration 26Q: 3 clusters Score -3047108 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -3047112.750000 Penalty: 3301.782471
	Iteration 27Q: 3 clusters Score -3047113 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -3047113.250000 Penalty: 3301.782471
	Iteration 28Q: 3 clusters Score -3047113 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -3047119.750000 Penalty: 3301.782471
	Iteration 29Q: 3 clusters Score -3047120 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -3047126.500000 Penalty: 3301.782471
	Iteration 30Q: 3 clusters Score -3047126 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -3047128.750000 Penalty: 3301.782471
	Iteration 31Q: 3 clusters Score -3047129 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -3047127.750000 Penalty: 3301.782471
	Iteration 32Q: 3 clusters Score -3047128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -3047116.500000 Penalty: 3301.782471
	Iteration 33Q: 3 clusters Score -3047116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -3047119.250000 Penalty: 3301.782471
	Iteration 34Q: 3 clusters Score -3047119 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -3047125.250000 Penalty: 3301.782471
	Iteration 35Q: 3 clusters Score -3047125 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -3047138.750000 Penalty: 3301.782471
	Iteration 36Q: 3 clusters Score -3047139 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -3047130.000000 Penalty: 3301.782471
	Iteration 37Q: 3 clusters Score -3047130 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -3047136.500000 Penalty: 3301.782471
	Iteration 38Q: 3 clusters Score -3047136 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -3047123.750000 Penalty: 3301.782471
	Iteration 39Q: 3 clusters Score -3047124 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -3047129.500000 Penalty: 3301.782471
	Iteration 40F: 3 clusters Score -3047130 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -3047133.750000 Penalty: 3301.782471
	Iteration 41Q: 3 clusters Score -3047134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -3047133.250000 Penalty: 3301.782471
	Iteration 42Q: 3 clusters Score -3047133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -3047136.750000 Penalty: 3301.782471
	Iteration 43Q: 3 clusters Score -3047137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -3047137.250000 Penalty: 3301.782471
	Iteration 44Q: 3 clusters Score -3047137 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -3047138.750000 Penalty: 3301.782471
	Iteration 45Q: 3 clusters Score -3047139 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -3047145.250000 Penalty: 3301.782471
	Iteration 46Q: 3 clusters Score -3047145 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -3047143.750000 Penalty: 3301.782471
	Iteration 47Q: 3 clusters Score -3047144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -3047143.750000 Penalty: 3301.782471
	Iteration 48Q: 3 clusters Score -3047144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -3047147.250000 Penalty: 3301.782471
	Iteration 49Q: 3 clusters Score -3047147 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -3047147.000000 Penalty: 3301.782471
	Iteration 50Q: 3 clusters Score -3047147 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -3047144.750000 Penalty: 3301.782471
	Iteration 51Q: 3 clusters Score -3047145 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -3047150.750000 Penalty: 3301.782471
	Iteration 52Q: 3 clusters Score -3047151 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -3047156.500000 Penalty: 3301.782471
	Iteration 53Q: 3 clusters Score -3047156 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -3047155.750000 Penalty: 3301.782471
	Iteration 54Q: 3 clusters Score -3047156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -3047162.000000 Penalty: 3301.782471
	Iteration 55Q: 3 clusters Score -3047162 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -3047164.500000 Penalty: 3301.782471
	Iteration 56Q: 3 clusters Score -3047164 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -3047157.500000 Penalty: 3301.782471
	Iteration 57Q: 3 clusters Score -3047158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -3047160.000000 Penalty: 3301.782471
	Iteration 58Q: 3 clusters Score -3047160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -3047161.750000 Penalty: 3301.782471
	Iteration 59Q: 3 clusters Score -3047162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -3047161.500000 Penalty: 3301.782471
	Iteration 60F: 3 clusters Score -3047162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -3047161.500000 Penalty: 3301.782471
	Iteration 61Q: 3 clusters Score -3047162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -3047164.750000 Penalty: 3301.782471
	Iteration 62Q: 3 clusters Score -3047165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -3047165.250000 Penalty: 3301.782471
	Iteration 63Q: 3 clusters Score -3047165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -3047163.500000 Penalty: 3301.782471
	Iteration 64Q: 3 clusters Score -3047164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -3047162.500000 Penalty: 3301.782471
	Iteration 65Q: 3 clusters Score -3047162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -3047162.500000 Penalty: 3301.782471
	Iteration 66F: 3 clusters Score -3047162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 198945 members 
Mstep: Class 3 contains 89519 members 
Mstep: Class 4 contains 16107 members 
Mstep: Class 5 contains 36395 members 
Mstep: Class 6 contains 43735 members 
Mstep: Class 7 contains 105671 members 
Mstep: Class 8 contains 29895 members 
Mstep: Class 9 contains 37820 members 
Mstep: Class 10 contains 9509 members 
Mstep: Class 11 contains 124 members 
Mstep: Class 12 contains 280 members 
Mstep: Class 13 contains 7855 members 
Mstep: Class 14 contains 771 members 
Mstep: Class 15 contains 17646 members 
Mstep: Class 16 contains 72609 members 
Mstep: Class 17 contains 111639 members 
Mstep: Class 18 contains 126470 members 
Mstep: Class 19 contains 3492 members 
Mstep: Class 20 contains 81449 members 
Mstep: Class 21 contains 33809 members 
Mstep: Class 22 contains 61971 members 
Mstep: Class 23 contains 18449 members 
Mstep: Class 24 contains 2040 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 1134 members 
Mstep: Class 28 contains 103175 members 
Mstep: Class 29 contains 5448 members 
Mstep: Class 30 contains 9381 members 
Mstep: Class 31 contains 78977 members 
Mstep: Class 32 contains 4372 members 
Mstep: Class 33 contains 36542 members 
Mstep: Class 34 contains 498 members 
Mstep: Class 35 contains 489 members 
Mstep: Class 36 contains 1567 members 
Mstep: Class 37 contains 68693 members 
Mstep: Class 38 contains 1256 members 
Mstep: Class 39 contains 21588 members 
Mstep: Class 40 contains 405 members 
Mstep: Class 41 contains 354 members 
Mstep: Class 42 contains 443 members 
Mstep: Class 43 contains 20245 members 
Mstep: Class 44 contains 120500 members 
Mstep: Class 45 contains 88977 members 
Mstep: Class 46 contains 304 members 
Mstep: Class 47 contains 145 members 
Mstep: Class 48 contains 11727 members 
Mstep: Class 49 contains 2737 members 
Mstep: Class 50 contains 517 members 
Mstep: Class 51 contains 953 members 
Mstep: Class 52 contains 5586 members 
Entering Unmasked Estep 
Score: -194676640.000000 Penalty: 121337.851562
Splitting cluster 43 changes total score from -194676432.000000 to -194676640.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 44 (120500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120500 members 
Entering Unmasked Estep 
Score: -14304798.000000 Penalty: 1901.153320
	Iteration 0F: 2 clusters Score -1.43048e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60083 members 
Mstep: Class 2 contains 60417 members 
Entering Unmasked Estep 
Score: -14230571.000000 Penalty: 3802.306641
	Iteration 0F: 3 clusters Score -1.423057e+07 nChanged 58026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57957 members 
Mstep: Class 2 contains 62543 members 
Entering Unmasked Estep 
Score: -14263877.000000 Penalty: 3802.306641
	Iteration 1F: 3 clusters Score -1.426388e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57487 members 
Mstep: Class 2 contains 63013 members 
Entering Unmasked Estep 
Score: -14264383.000000 Penalty: 3802.306641
	Iteration 2Q: 3 clusters Score -1.426438e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56886 members 
Mstep: Class 2 contains 63614 members 
Entering Unmasked Estep 
Score: -14264906.000000 Penalty: 3802.306641
	Iteration 3Q: 3 clusters Score -1.426491e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55944 members 
Mstep: Class 2 contains 64556 members 
Entering Unmasked Estep 
Score: -14265662.000000 Penalty: 3802.306641
	Iteration 4Q: 3 clusters Score -1.426566e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54582 members 
Mstep: Class 2 contains 65918 members 
Entering Unmasked Estep 
Score: -14266808.000000 Penalty: 3802.306641
	Iteration 5Q: 3 clusters Score -1.426681e+07 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52685 members 
Mstep: Class 2 contains 67815 members 
Entering Unmasked Estep 
Score: -14268659.000000 Penalty: 3802.306641
	Iteration 6Q: 3 clusters Score -1.426866e+07 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50356 members 
Mstep: Class 2 contains 70144 members 
Entering Unmasked Estep 
Score: -14271736.000000 Penalty: 3802.306641
	Iteration 7Q: 3 clusters Score -1.427174e+07 nChanged 6719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48025 members 
Mstep: Class 2 contains 72475 members 
Entering Unmasked Estep 
Score: -14276873.000000 Penalty: 3802.306641
	Iteration 8F: 3 clusters Score -1.427687e+07 nChanged 7763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46540 members 
Mstep: Class 2 contains 73960 members 
Entering Unmasked Estep 
Score: -14283217.000000 Penalty: 3802.306641
	Iteration 9F: 3 clusters Score -1.428322e+07 nChanged 7592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46412 members 
Mstep: Class 2 contains 74088 members 
Entering Unmasked Estep 
Score: -14288255.000000 Penalty: 3802.306641
	Iteration 10F: 3 clusters Score -1.428826e+07 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47192 members 
Mstep: Class 2 contains 73308 members 
Entering Unmasked Estep 
Score: -14290421.000000 Penalty: 3802.306641
	Iteration 11Q: 3 clusters Score -1.429042e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48283 members 
Mstep: Class 2 contains 72217 members 
Entering Unmasked Estep 
Score: -14291432.000000 Penalty: 3802.306641
	Iteration 12Q: 3 clusters Score -1.429143e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49709 members 
Mstep: Class 2 contains 70791 members 
Entering Unmasked Estep 
Score: -14292536.000000 Penalty: 3802.306641
	Iteration 13Q: 3 clusters Score -1.429254e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51384 members 
Mstep: Class 2 contains 69116 members 
Entering Unmasked Estep 
Score: -14294041.000000 Penalty: 3802.306641
	Iteration 14Q: 3 clusters Score -1.429404e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53347 members 
Mstep: Class 2 contains 67153 members 
Entering Unmasked Estep 
Score: -14295973.000000 Penalty: 3802.306641
	Iteration 15Q: 3 clusters Score -1.429597e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55512 members 
Mstep: Class 2 contains 64988 members 
Entering Unmasked Estep 
Score: -14298114.000000 Penalty: 3802.306641
	Iteration 16Q: 3 clusters Score -1.429811e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57624 members 
Mstep: Class 2 contains 62876 members 
Entering Unmasked Estep 
Score: -14299977.000000 Penalty: 3802.306641
	Iteration 17Q: 3 clusters Score -1.429998e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59600 members 
Mstep: Class 2 contains 60900 members 
Entering Unmasked Estep 
Score: -14301361.000000 Penalty: 3802.306641
	Iteration 18Q: 3 clusters Score -1.430136e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61492 members 
Mstep: Class 2 contains 59008 members 
Entering Unmasked Estep 
Score: -14302285.000000 Penalty: 3802.306641
	Iteration 19Q: 3 clusters Score -1.430228e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63243 members 
Mstep: Class 2 contains 57257 members 
Entering Unmasked Estep 
Score: -14302886.000000 Penalty: 3802.306641
	Iteration 20F: 3 clusters Score -1.430289e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65075 members 
Mstep: Class 2 contains 55425 members 
Entering Unmasked Estep 
Score: -14303245.000000 Penalty: 3802.306641
	Iteration 21Q: 3 clusters Score -1.430324e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66992 members 
Mstep: Class 2 contains 53508 members 
Entering Unmasked Estep 
Score: -14303486.000000 Penalty: 3802.306641
	Iteration 22Q: 3 clusters Score -1.430349e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68795 members 
Mstep: Class 2 contains 51705 members 
Entering Unmasked Estep 
Score: -14303615.000000 Penalty: 3802.306641
	Iteration 23Q: 3 clusters Score -1.430362e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70627 members 
Mstep: Class 2 contains 49873 members 
Entering Unmasked Estep 
Score: -14303680.000000 Penalty: 3802.306641
	Iteration 24Q: 3 clusters Score -1.430368e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72444 members 
Mstep: Class 2 contains 48056 members 
Entering Unmasked Estep 
Score: -14303773.000000 Penalty: 3802.306641
	Iteration 25Q: 3 clusters Score -1.430377e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74093 members 
Mstep: Class 2 contains 46407 members 
Entering Unmasked Estep 
Score: -14303719.000000 Penalty: 3802.306641
	Iteration 26Q: 3 clusters Score -1.430372e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75807 members 
Mstep: Class 2 contains 44693 members 
Entering Unmasked Estep 
Score: -14303702.000000 Penalty: 3802.306641
	Iteration 27Q: 3 clusters Score -1.43037e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77413 members 
Mstep: Class 2 contains 43087 members 
Entering Unmasked Estep 
Score: -14303659.000000 Penalty: 3802.306641
	Iteration 28Q: 3 clusters Score -1.430366e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78904 members 
Mstep: Class 2 contains 41596 members 
Entering Unmasked Estep 
Score: -14303580.000000 Penalty: 3802.306641
	Iteration 29Q: 3 clusters Score -1.430358e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80271 members 
Mstep: Class 2 contains 40229 members 
Entering Unmasked Estep 
Score: -14303645.000000 Penalty: 3802.306641
	Iteration 30Q: 3 clusters Score -1.430364e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81624 members 
Mstep: Class 2 contains 38876 members 
Entering Unmasked Estep 
Score: -14303597.000000 Penalty: 3802.306641
	Iteration 31Q: 3 clusters Score -1.43036e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82933 members 
Mstep: Class 2 contains 37567 members 
Entering Unmasked Estep 
Score: -14303598.000000 Penalty: 3802.306641
	Iteration 32Q: 3 clusters Score -1.43036e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84107 members 
Mstep: Class 2 contains 36393 members 
Entering Unmasked Estep 
Score: -14303679.000000 Penalty: 3802.306641
	Iteration 33Q: 3 clusters Score -1.430368e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85044 members 
Mstep: Class 2 contains 35456 members 
Entering Unmasked Estep 
Score: -14303693.000000 Penalty: 3802.306641
	Iteration 34Q: 3 clusters Score -1.430369e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85840 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -14303703.000000 Penalty: 3802.306641
	Iteration 35Q: 3 clusters Score -1.43037e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86598 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -14303734.000000 Penalty: 3802.306641
	Iteration 36Q: 3 clusters Score -1.430373e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87221 members 
Mstep: Class 2 contains 33279 members 
Entering Unmasked Estep 
Score: -14303794.000000 Penalty: 3802.306641
	Iteration 37Q: 3 clusters Score -1.430379e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87855 members 
Mstep: Class 2 contains 32645 members 
Entering Unmasked Estep 
Score: -14303733.000000 Penalty: 3802.306641
	Iteration 38Q: 3 clusters Score -1.430373e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88459 members 
Mstep: Class 2 contains 32041 members 
Entering Unmasked Estep 
Score: -14303737.000000 Penalty: 3802.306641
	Iteration 39Q: 3 clusters Score -1.430374e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88994 members 
Mstep: Class 2 contains 31506 members 
Entering Unmasked Estep 
Score: -14303776.000000 Penalty: 3802.306641
	Iteration 40F: 3 clusters Score -1.430378e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89449 members 
Mstep: Class 2 contains 31051 members 
Entering Unmasked Estep 
Score: -14303786.000000 Penalty: 3802.306641
	Iteration 41Q: 3 clusters Score -1.430379e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89906 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -14303829.000000 Penalty: 3802.306641
	Iteration 42Q: 3 clusters Score -1.430383e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90379 members 
Mstep: Class 2 contains 30121 members 
Entering Unmasked Estep 
Score: -14303835.000000 Penalty: 3802.306641
	Iteration 43Q: 3 clusters Score -1.430384e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90843 members 
Mstep: Class 2 contains 29657 members 
Entering Unmasked Estep 
Score: -14303778.000000 Penalty: 3802.306641
	Iteration 44Q: 3 clusters Score -1.430378e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91270 members 
Mstep: Class 2 contains 29230 members 
Entering Unmasked Estep 
Score: -14303736.000000 Penalty: 3802.306641
	Iteration 45Q: 3 clusters Score -1.430374e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91627 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
Score: -14303680.000000 Penalty: 3802.306641
	Iteration 46Q: 3 clusters Score -1.430368e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91913 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -14303676.000000 Penalty: 3802.306641
	Iteration 47Q: 3 clusters Score -1.430368e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92212 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -14303690.000000 Penalty: 3802.306641
	Iteration 48Q: 3 clusters Score -1.430369e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92550 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -14303698.000000 Penalty: 3802.306641
	Iteration 49Q: 3 clusters Score -1.43037e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92847 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -14303697.000000 Penalty: 3802.306641
	Iteration 50Q: 3 clusters Score -1.43037e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93115 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -14303690.000000 Penalty: 3802.306641
	Iteration 51Q: 3 clusters Score -1.430369e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93347 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
Score: -14303698.000000 Penalty: 3802.306641
	Iteration 52Q: 3 clusters Score -1.43037e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93556 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
Score: -14303664.000000 Penalty: 3802.306641
	Iteration 53Q: 3 clusters Score -1.430366e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93801 members 
Mstep: Class 2 contains 26699 members 
Entering Unmasked Estep 
Score: -14303612.000000 Penalty: 3802.306641
	Iteration 54Q: 3 clusters Score -1.430361e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93999 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -14303634.000000 Penalty: 3802.306641
	Iteration 55Q: 3 clusters Score -1.430363e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94206 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -14303616.000000 Penalty: 3802.306641
	Iteration 56Q: 3 clusters Score -1.430362e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94416 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -14303582.000000 Penalty: 3802.306641
	Iteration 57Q: 3 clusters Score -1.430358e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94656 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -14303629.000000 Penalty: 3802.306641
	Iteration 58Q: 3 clusters Score -1.430363e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94923 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -14303631.000000 Penalty: 3802.306641
	Iteration 59Q: 3 clusters Score -1.430363e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95195 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -14303613.000000 Penalty: 3802.306641
	Iteration 60F: 3 clusters Score -1.430361e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95461 members 
Mstep: Class 2 contains 25039 members 
Entering Unmasked Estep 
Score: -14303661.000000 Penalty: 3802.306641
	Iteration 61Q: 3 clusters Score -1.430366e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95767 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -14303683.000000 Penalty: 3802.306641
	Iteration 62Q: 3 clusters Score -1.430368e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96083 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -14303669.000000 Penalty: 3802.306641
	Iteration 63Q: 3 clusters Score -1.430367e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96346 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -14303703.000000 Penalty: 3802.306641
	Iteration 64Q: 3 clusters Score -1.43037e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96583 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -14303706.000000 Penalty: 3802.306641
	Iteration 65Q: 3 clusters Score -1.430371e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96794 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -14303743.000000 Penalty: 3802.306641
	Iteration 66Q: 3 clusters Score -1.430374e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96981 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -14303799.000000 Penalty: 3802.306641
	Iteration 67Q: 3 clusters Score -1.43038e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97156 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -14303836.000000 Penalty: 3802.306641
	Iteration 68Q: 3 clusters Score -1.430384e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97330 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -14303937.000000 Penalty: 3802.306641
	Iteration 69Q: 3 clusters Score -1.430394e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97451 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -14304048.000000 Penalty: 3802.306641
	Iteration 70Q: 3 clusters Score -1.430405e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97572 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -14304201.000000 Penalty: 3802.306641
	Iteration 71Q: 3 clusters Score -1.43042e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97702 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -14304323.000000 Penalty: 3802.306641
	Iteration 72Q: 3 clusters Score -1.430432e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97849 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -14304452.000000 Penalty: 3802.306641
	Iteration 73Q: 3 clusters Score -1.430445e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98034 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -14304574.000000 Penalty: 3802.306641
	Iteration 74Q: 3 clusters Score -1.430457e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98195 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -14304619.000000 Penalty: 3802.306641
	Iteration 75Q: 3 clusters Score -1.430462e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98325 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -14304746.000000 Penalty: 3802.306641
	Iteration 76Q: 3 clusters Score -1.430475e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98461 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -14304792.000000 Penalty: 3802.306641
	Iteration 77Q: 3 clusters Score -1.430479e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98595 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -14304783.000000 Penalty: 3802.306641
	Iteration 78Q: 3 clusters Score -1.430478e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98725 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -14304826.000000 Penalty: 3802.306641
	Iteration 79Q: 3 clusters Score -1.430483e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98856 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -14304957.000000 Penalty: 3802.306641
	Iteration 80F: 3 clusters Score -1.430496e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98985 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -14304930.000000 Penalty: 3802.306641
	Iteration 81Q: 3 clusters Score -1.430493e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99131 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -14304959.000000 Penalty: 3802.306641
	Iteration 82Q: 3 clusters Score -1.430496e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99277 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -14304976.000000 Penalty: 3802.306641
	Iteration 83Q: 3 clusters Score -1.430498e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99383 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -14305009.000000 Penalty: 3802.306641
	Iteration 84Q: 3 clusters Score -1.430501e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99447 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -14304977.000000 Penalty: 3802.306641
	Iteration 85Q: 3 clusters Score -1.430498e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99511 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -14304993.000000 Penalty: 3802.306641
	Iteration 86Q: 3 clusters Score -1.430499e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99555 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -14304980.000000 Penalty: 3802.306641
	Iteration 87Q: 3 clusters Score -1.430498e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99607 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -14304986.000000 Penalty: 3802.306641
	Iteration 88Q: 3 clusters Score -1.430499e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99652 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -14304985.000000 Penalty: 3802.306641
	Iteration 89Q: 3 clusters Score -1.430498e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99683 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -14304977.000000 Penalty: 3802.306641
	Iteration 90Q: 3 clusters Score -1.430498e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99701 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -14304967.000000 Penalty: 3802.306641
	Iteration 91Q: 3 clusters Score -1.430497e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99722 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -14304975.000000 Penalty: 3802.306641
	Iteration 92Q: 3 clusters Score -1.430498e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99739 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -14304988.000000 Penalty: 3802.306641
	Iteration 93Q: 3 clusters Score -1.430499e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99751 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -14304980.000000 Penalty: 3802.306641
	Iteration 94Q: 3 clusters Score -1.430498e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99748 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -14305015.000000 Penalty: 3802.306641
	Iteration 95Q: 3 clusters Score -1.430502e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99767 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -14304988.000000 Penalty: 3802.306641
	Iteration 96Q: 3 clusters Score -1.430499e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99801 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -14304969.000000 Penalty: 3802.306641
	Iteration 97Q: 3 clusters Score -1.430497e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99817 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -14304961.000000 Penalty: 3802.306641
	Iteration 98Q: 3 clusters Score -1.430496e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99820 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -14304957.000000 Penalty: 3802.306641
	Iteration 99Q: 3 clusters Score -1.430496e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99814 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -14304970.000000 Penalty: 3802.306641
	Iteration 100F: 3 clusters Score -1.430497e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99809 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -14304949.000000 Penalty: 3802.306641
	Iteration 101Q: 3 clusters Score -1.430495e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99813 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -14304915.000000 Penalty: 3802.306641
	Iteration 102Q: 3 clusters Score -1.430492e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99822 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -14304901.000000 Penalty: 3802.306641
	Iteration 103Q: 3 clusters Score -1.43049e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99834 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -14304910.000000 Penalty: 3802.306641
	Iteration 104Q: 3 clusters Score -1.430491e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99847 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -14304884.000000 Penalty: 3802.306641
	Iteration 105Q: 3 clusters Score -1.430488e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99865 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -14304884.000000 Penalty: 3802.306641
	Iteration 106Q: 3 clusters Score -1.430488e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99872 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -14304895.000000 Penalty: 3802.306641
	Iteration 107Q: 3 clusters Score -1.43049e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99889 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -14304903.000000 Penalty: 3802.306641
	Iteration 108Q: 3 clusters Score -1.43049e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99904 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -14304915.000000 Penalty: 3802.306641
	Iteration 109Q: 3 clusters Score -1.430492e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99925 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -14304896.000000 Penalty: 3802.306641
	Iteration 110Q: 3 clusters Score -1.43049e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99946 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -14304894.000000 Penalty: 3802.306641
	Iteration 111Q: 3 clusters Score -1.430489e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99958 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -14304895.000000 Penalty: 3802.306641
	Iteration 112Q: 3 clusters Score -1.43049e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99965 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -14304885.000000 Penalty: 3802.306641
	Iteration 113Q: 3 clusters Score -1.430488e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99977 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -14304877.000000 Penalty: 3802.306641
	Iteration 114Q: 3 clusters Score -1.430488e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99985 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -14304875.000000 Penalty: 3802.306641
	Iteration 115Q: 3 clusters Score -1.430488e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99986 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -14304884.000000 Penalty: 3802.306641
	Iteration 116Q: 3 clusters Score -1.430488e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99995 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -14304880.000000 Penalty: 3802.306641
	Iteration 117Q: 3 clusters Score -1.430488e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100000 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -14304873.000000 Penalty: 3802.306641
	Iteration 118Q: 3 clusters Score -1.430487e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100001 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -14304893.000000 Penalty: 3802.306641
	Iteration 119Q: 3 clusters Score -1.430489e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99997 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -14304890.000000 Penalty: 3802.306641
	Iteration 120F: 3 clusters Score -1.430489e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99993 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -14304887.000000 Penalty: 3802.306641
	Iteration 121Q: 3 clusters Score -1.430489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99991 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -14304887.000000 Penalty: 3802.306641
	Iteration 122Q: 3 clusters Score -1.430489e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99988 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -14304876.000000 Penalty: 3802.306641
	Iteration 123Q: 3 clusters Score -1.430488e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99987 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -14304889.000000 Penalty: 3802.306641
	Iteration 124Q: 3 clusters Score -1.430489e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99988 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -14304899.000000 Penalty: 3802.306641
	Iteration 125Q: 3 clusters Score -1.43049e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99985 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -14304895.000000 Penalty: 3802.306641
	Iteration 126Q: 3 clusters Score -1.43049e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99987 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -14304913.000000 Penalty: 3802.306641
	Iteration 127Q: 3 clusters Score -1.430491e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99995 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -14304907.000000 Penalty: 3802.306641
	Iteration 128Q: 3 clusters Score -1.430491e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99996 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -14304905.000000 Penalty: 3802.306641
	Iteration 129Q: 3 clusters Score -1.43049e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99999 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -14304896.000000 Penalty: 3802.306641
	Iteration 130Q: 3 clusters Score -1.43049e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100003 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -14304887.000000 Penalty: 3802.306641
	Iteration 131Q: 3 clusters Score -1.430489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100003 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -14304887.000000 Penalty: 3802.306641
	Iteration 132Q: 3 clusters Score -1.430489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100005 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -14304891.000000 Penalty: 3802.306641
	Iteration 133Q: 3 clusters Score -1.430489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100006 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -14304885.000000 Penalty: 3802.306641
	Iteration 134Q: 3 clusters Score -1.430488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100007 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -14304887.000000 Penalty: 3802.306641
	Iteration 135Q: 3 clusters Score -1.430489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100008 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -14304899.000000 Penalty: 3802.306641
	Iteration 136Q: 3 clusters Score -1.43049e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100010 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -14304893.000000 Penalty: 3802.306641
	Iteration 137Q: 3 clusters Score -1.430489e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100015 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -14304893.000000 Penalty: 3802.306641
	Iteration 138Q: 3 clusters Score -1.430489e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100017 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -14304902.000000 Penalty: 3802.306641
	Iteration 139Q: 3 clusters Score -1.43049e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100015 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -14304894.000000 Penalty: 3802.306641
	Iteration 140F: 3 clusters Score -1.430489e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100021 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -14304911.000000 Penalty: 3802.306641
	Iteration 141Q: 3 clusters Score -1.430491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100024 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -14304909.000000 Penalty: 3802.306641
	Iteration 142Q: 3 clusters Score -1.430491e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100023 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -14304900.000000 Penalty: 3802.306641
	Iteration 143Q: 3 clusters Score -1.43049e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100023 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -14304896.000000 Penalty: 3802.306641
	Iteration 144Q: 3 clusters Score -1.43049e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100028 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -14304904.000000 Penalty: 3802.306641
	Iteration 145Q: 3 clusters Score -1.43049e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100029 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -14304908.000000 Penalty: 3802.306641
	Iteration 146Q: 3 clusters Score -1.430491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100030 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -14304904.000000 Penalty: 3802.306641
	Iteration 147Q: 3 clusters Score -1.43049e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100032 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -14304915.000000 Penalty: 3802.306641
	Iteration 148Q: 3 clusters Score -1.430492e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100032 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -14304915.000000 Penalty: 3802.306641
	Iteration 149F: 3 clusters Score -1.430492e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 198945 members 
Mstep: Class 3 contains 89519 members 
Mstep: Class 4 contains 16107 members 
Mstep: Class 5 contains 36395 members 
Mstep: Class 6 contains 43735 members 
Mstep: Class 7 contains 105671 members 
Mstep: Class 8 contains 29895 members 
Mstep: Class 9 contains 37820 members 
Mstep: Class 10 contains 9509 members 
Mstep: Class 11 contains 124 members 
Mstep: Class 12 contains 280 members 
Mstep: Class 13 contains 7855 members 
Mstep: Class 14 contains 771 members 
Mstep: Class 15 contains 17646 members 
Mstep: Class 16 contains 72609 members 
Mstep: Class 17 contains 111639 members 
Mstep: Class 18 contains 126470 members 
Mstep: Class 19 contains 3492 members 
Mstep: Class 20 contains 81449 members 
Mstep: Class 21 contains 33809 members 
Mstep: Class 22 contains 61971 members 
Mstep: Class 23 contains 18449 members 
Mstep: Class 24 contains 2040 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 1134 members 
Mstep: Class 28 contains 103175 members 
Mstep: Class 29 contains 5448 members 
Mstep: Class 30 contains 9381 members 
Mstep: Class 31 contains 78977 members 
Mstep: Class 32 contains 4372 members 
Mstep: Class 33 contains 36542 members 
Mstep: Class 34 contains 498 members 
Mstep: Class 35 contains 489 members 
Mstep: Class 36 contains 1567 members 
Mstep: Class 37 contains 68693 members 
Mstep: Class 38 contains 1256 members 
Mstep: Class 39 contains 21588 members 
Mstep: Class 40 contains 405 members 
Mstep: Class 41 contains 354 members 
Mstep: Class 42 contains 443 members 
Mstep: Class 43 contains 20245 members 
Mstep: Class 44 contains 100032 members 
Mstep: Class 45 contains 88977 members 
Mstep: Class 46 contains 304 members 
Mstep: Class 47 contains 145 members 
Mstep: Class 48 contains 11727 members 
Mstep: Class 49 contains 2737 members 
Mstep: Class 50 contains 517 members 
Mstep: Class 51 contains 953 members 
Mstep: Class 52 contains 5586 members 
Mstep: Class 53 contains 20468 members 
Entering Unmasked Estep 
Score: -194676896.000000 Penalty: 123671.273438
Splitting cluster 44 changes total score from -194676432.000000 to -194676896.000000
So it's getting split into cluster 53.
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 198945 members 
Mstep: Class 3 contains 89519 members 
Mstep: Class 4 contains 16107 members 
Mstep: Class 5 contains 36395 members 
Mstep: Class 6 contains 43735 members 
Mstep: Class 7 contains 105671 members 
Mstep: Class 8 contains 29895 members 
Mstep: Class 9 contains 37820 members 
Mstep: Class 10 contains 9509 members 
Mstep: Class 11 contains 124 members 
Mstep: Class 12 contains 280 members 
Mstep: Class 13 contains 7855 members 
Mstep: Class 14 contains 771 members 
Mstep: Class 15 contains 17646 members 
Mstep: Class 16 contains 72609 members 
Mstep: Class 17 contains 111639 members 
Mstep: Class 18 contains 126470 members 
Mstep: Class 19 contains 3492 members 
Mstep: Class 20 contains 81449 members 
Mstep: Class 21 contains 33809 members 
Mstep: Class 22 contains 61971 members 
Mstep: Class 23 contains 18449 members 
Mstep: Class 24 contains 2040 members 
Mstep: Class 25 contains 840 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 1134 members 
Mstep: Class 28 contains 103175 members 
Mstep: Class 29 contains 5448 members 
Mstep: Class 30 contains 9381 members 
Mstep: Class 31 contains 78977 members 
Mstep: Class 32 contains 4372 members 
Mstep: Class 33 contains 36542 members 
Mstep: Class 34 contains 498 members 
Mstep: Class 35 contains 489 members 
Mstep: Class 36 contains 1567 members 
Mstep: Class 37 contains 68693 members 
Mstep: Class 38 contains 1256 members 
Mstep: Class 39 contains 21588 members 
Mstep: Class 40 contains 405 members 
Mstep: Class 41 contains 354 members 
Mstep: Class 42 contains 443 members 
Mstep: Class 43 contains 20245 members 
Mstep: Class 44 contains 100032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194682096.000000 Penalty: 123671.273438
Iteration 119Q: 54 clusters Score -1.946821e+08 nChanged 21076
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 198927 members 
Mstep: Class 3 contains 89211 members 
Mstep: Class 4 contains 15910 members 
Mstep: Class 5 contains 38036 members 
Mstep: Class 6 contains 43682 members 
Mstep: Class 7 contains 105340 members 
Mstep: Class 8 contains 29948 members 
Mstep: Class 9 contains 37833 members 
Mstep: Class 10 contains 9526 members 
Mstep: Class 11 contains 123 members 
Mstep: Class 12 contains 309 members 
Mstep: Class 13 contains 7866 members 
Mstep: Class 14 contains 763 members 
Mstep: Class 15 contains 17671 members 
Mstep: Class 16 contains 72544 members 
Mstep: Class 17 contains 113019 members 
Mstep: Class 18 contains 128112 members 
Mstep: Class 19 contains 3492 members 
Mstep: Class 20 contains 80082 members 
Mstep: Class 21 contains 33809 members 
Mstep: Class 22 contains 61762 members 
Mstep: Class 23 contains 18378 members 
Mstep: Class 24 contains 1945 members 
Mstep: Class 25 contains 829 members 
Mstep: Class 26 contains 146 members 
Mstep: Class 27 contains 1139 members 
Mstep: Class 28 contains 103160 members 
Mstep: Class 29 contains 5489 members 
Mstep: Class 30 contains 9455 members 
Mstep: Class 31 contains 78767 members 
Mstep: Class 32 contains 4386 members 
Mstep: Class 33 contains 36946 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 470 members 
Mstep: Class 36 contains 1567 members 
Mstep: Class 37 contains 69013 members 
Mstep: Class 38 contains 1230 members 
Mstep: Class 39 contains 22017 members 
Mstep: Class 40 contains 468 members 
Mstep: Class 41 contains 350 members 
Mstep: Class 42 contains 456 members 
Mstep: Class 43 contains 20597 members 
Mstep: Class 44 contains 99680 members 
Mstep: Class 45 contains 87107 members 
Mstep: Class 46 contains 321 members 
Mstep: Class 47 contains 137 members 
Mstep: Class 48 contains 11398 members 
Mstep: Class 49 contains 2697 members 
Mstep: Class 50 contains 501 members 
Mstep: Class 51 contains 943 members 
Mstep: Class 52 contains 5512 members 
Mstep: Class 53 contains 19739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194684416.000000 Penalty: 123671.273438
Iteration 120F: 54 clusters Score -1.946844e+08 nChanged 16816
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 29359 members 
Mstep: Class 2 contains 198914 members 
Mstep: Class 3 contains 88398 members 
Mstep: Class 4 contains 15624 members 
Mstep: Class 5 contains 38712 members 
Mstep: Class 6 contains 43548 members 
Mstep: Class 7 contains 104748 members 
Mstep: Class 8 contains 29565 members 
Mstep: Class 9 contains 37839 members 
Mstep: Class 10 contains 9513 members 
Mstep: Class 11 contains 129 members 
Mstep: Class 12 contains 322 members 
Mstep: Class 13 contains 7875 members 
Mstep: Class 14 contains 750 members 
Mstep: Class 15 contains 17732 members 
Mstep: Class 16 contains 72447 members 
Mstep: Class 17 contains 113217 members 
Mstep: Class 18 contains 128656 members 
Mstep: Class 19 contains 3489 members 
Mstep: Class 20 contains 79326 members 
Mstep: Class 21 contains 33816 members 
Mstep: Class 22 contains 61110 members 
Mstep: Class 23 contains 18290 members 
Mstep: Class 24 contains 1913 members 
Mstep: Class 25 contains 819 members 
Mstep: Class 26 contains 147 members 
Mstep: Class 27 contains 1123 members 
Mstep: Class 28 contains 103242 members 
Mstep: Class 29 contains 5365 members 
Mstep: Class 30 contains 9399 members 
Mstep: Class 31 contains 77709 members 
Mstep: Class 32 contains 4396 members 
Mstep: Class 33 contains 36981 members 
Mstep: Class 34 contains 477 members 
Mstep: Class 35 contains 417 members 
Mstep: Class 36 contains 1565 members 
Mstep: Class 37 contains 70235 members 
Mstep: Class 38 contains 1219 members 
Mstep: Class 39 contains 21684 members 
Mstep: Class 40 contains 480 members 
Mstep: Class 41 contains 338 members 
Mstep: Class 42 contains 471 members 
Mstep: Class 43 contains 20948 members 
Mstep: Class 44 contains 99715 members 
Mstep: Class 45 contains 87438 members 
Mstep: Class 46 contains 361 members 
Mstep: Class 47 contains 154 members 
Mstep: Class 48 contains 12317 members 
Mstep: Class 49 contains 3191 members 
Mstep: Class 50 contains 548 members 
Mstep: Class 51 contains 991 members 
Mstep: Class 52 contains 5552 members 
Mstep: Class 53 contains 20206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194685840.000000 Penalty: 123671.273438
Iteration 121Q: 54 clusters Score -1.946858e+08 nChanged 12790
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 198900 members 
Mstep: Class 3 contains 87803 members 
Mstep: Class 4 contains 15349 members 
Mstep: Class 5 contains 39434 members 
Mstep: Class 6 contains 43457 members 
Mstep: Class 7 contains 104268 members 
Mstep: Class 8 contains 29204 members 
Mstep: Class 9 contains 37826 members 
Mstep: Class 10 contains 9506 members 
Mstep: Class 11 contains 132 members 
Mstep: Class 12 contains 333 members 
Mstep: Class 13 contains 7892 members 
Mstep: Class 14 contains 739 members 
Mstep: Class 15 contains 17780 members 
Mstep: Class 16 contains 72362 members 
Mstep: Class 17 contains 113148 members 
Mstep: Class 18 contains 129143 members 
Mstep: Class 19 contains 3489 members 
Mstep: Class 20 contains 79153 members 
Mstep: Class 21 contains 33823 members 
Mstep: Class 22 contains 60439 members 
Mstep: Class 23 contains 18205 members 
Mstep: Class 24 contains 1958 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 145 members 
Mstep: Class 27 contains 1119 members 
Mstep: Class 28 contains 103161 members 
Mstep: Class 29 contains 5296 members 
Mstep: Class 30 contains 9367 members 
Mstep: Class 31 contains 76733 members 
Mstep: Class 32 contains 4411 members 
Mstep: Class 33 contains 37067 members 
Mstep: Class 34 contains 471 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 1566 members 
Mstep: Class 37 contains 71368 members 
Mstep: Class 38 contains 1214 members 
Mstep: Class 39 contains 21356 members 
Mstep: Class 40 contains 488 members 
Mstep: Class 41 contains 331 members 
Mstep: Class 42 contains 473 members 
Mstep: Class 43 contains 21349 members 
Mstep: Class 44 contains 99791 members 
Mstep: Class 45 contains 87652 members 
Mstep: Class 46 contains 385 members 
Mstep: Class 47 contains 159 members 
Mstep: Class 48 contains 12968 members 
Mstep: Class 49 contains 3541 members 
Mstep: Class 50 contains 551 members 
Mstep: Class 51 contains 1000 members 
Mstep: Class 52 contains 5560 members 
Mstep: Class 53 contains 20475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194686272.000000 Penalty: 123671.273438
Iteration 122Q: 54 clusters Score -1.946863e+08 nChanged 11172
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 198848 members 
Mstep: Class 3 contains 87410 members 
Mstep: Class 4 contains 15091 members 
Mstep: Class 5 contains 40194 members 
Mstep: Class 6 contains 43373 members 
Mstep: Class 7 contains 103836 members 
Mstep: Class 8 contains 28905 members 
Mstep: Class 9 contains 37835 members 
Mstep: Class 10 contains 9491 members 
Mstep: Class 11 contains 135 members 
Mstep: Class 12 contains 339 members 
Mstep: Class 13 contains 7892 members 
Mstep: Class 14 contains 732 members 
Mstep: Class 15 contains 17829 members 
Mstep: Class 16 contains 72299 members 
Mstep: Class 17 contains 112852 members 
Mstep: Class 18 contains 129434 members 
Mstep: Class 19 contains 3489 members 
Mstep: Class 20 contains 79119 members 
Mstep: Class 21 contains 33824 members 
Mstep: Class 22 contains 59691 members 
Mstep: Class 23 contains 18112 members 
Mstep: Class 24 contains 1985 members 
Mstep: Class 25 contains 815 members 
Mstep: Class 26 contains 145 members 
Mstep: Class 27 contains 1115 members 
Mstep: Class 28 contains 103039 members 
Mstep: Class 29 contains 5266 members 
Mstep: Class 30 contains 9374 members 
Mstep: Class 31 contains 75793 members 
Mstep: Class 32 contains 4423 members 
Mstep: Class 33 contains 37146 members 
Mstep: Class 34 contains 469 members 
Mstep: Class 35 contains 389 members 
Mstep: Class 36 contains 1568 members 
Mstep: Class 37 contains 72554 members 
Mstep: Class 38 contains 1215 members 
Mstep: Class 39 contains 21027 members 
Mstep: Class 40 contains 489 members 
Mstep: Class 41 contains 328 members 
Mstep: Class 42 contains 478 members 
Mstep: Class 43 contains 21715 members 
Mstep: Class 44 contains 99963 members 
Mstep: Class 45 contains 87861 members 
Mstep: Class 46 contains 404 members 
Mstep: Class 47 contains 161 members 
Mstep: Class 48 contains 13590 members 
Mstep: Class 49 contains 3837 members 
Mstep: Class 50 contains 551 members 
Mstep: Class 51 contains 998 members 
Mstep: Class 52 contains 5567 members 
Mstep: Class 53 contains 20722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194686800.000000 Penalty: 123671.273438
Iteration 123Q: 54 clusters Score -1.946868e+08 nChanged 10485
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 198814 members 
Mstep: Class 3 contains 87101 members 
Mstep: Class 4 contains 14861 members 
Mstep: Class 5 contains 40880 members 
Mstep: Class 6 contains 43278 members 
Mstep: Class 7 contains 103443 members 
Mstep: Class 8 contains 28648 members 
Mstep: Class 9 contains 37845 members 
Mstep: Class 10 contains 9484 members 
Mstep: Class 11 contains 136 members 
Mstep: Class 12 contains 343 members 
Mstep: Class 13 contains 7899 members 
Mstep: Class 14 contains 728 members 
Mstep: Class 15 contains 17866 members 
Mstep: Class 16 contains 72230 members 
Mstep: Class 17 contains 112441 members 
Mstep: Class 18 contains 129634 members 
Mstep: Class 19 contains 3489 members 
Mstep: Class 20 contains 79114 members 
Mstep: Class 21 contains 33831 members 
Mstep: Class 22 contains 58987 members 
Mstep: Class 23 contains 18004 members 
Mstep: Class 24 contains 2015 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 146 members 
Mstep: Class 27 contains 1114 members 
Mstep: Class 28 contains 102838 members 
Mstep: Class 29 contains 5249 members 
Mstep: Class 30 contains 9400 members 
Mstep: Class 31 contains 74830 members 
Mstep: Class 32 contains 4436 members 
Mstep: Class 33 contains 37253 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 381 members 
Mstep: Class 36 contains 1571 members 
Mstep: Class 37 contains 73812 members 
Mstep: Class 38 contains 1215 members 
Mstep: Class 39 contains 20689 members 
Mstep: Class 40 contains 487 members 
Mstep: Class 41 contains 326 members 
Mstep: Class 42 contains 480 members 
Mstep: Class 43 contains 22056 members 
Mstep: Class 44 contains 100161 members 
Mstep: Class 45 contains 88144 members 
Mstep: Class 46 contains 417 members 
Mstep: Class 47 contains 162 members 
Mstep: Class 48 contains 14191 members 
Mstep: Class 49 contains 4079 members 
Mstep: Class 50 contains 552 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 5566 members 
Mstep: Class 53 contains 21003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194688304.000000 Penalty: 123671.273438
Iteration 124Q: 54 clusters Score -1.946883e+08 nChanged 10129
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 198783 members 
Mstep: Class 3 contains 86871 members 
Mstep: Class 4 contains 14663 members 
Mstep: Class 5 contains 41588 members 
Mstep: Class 6 contains 43170 members 
Mstep: Class 7 contains 103046 members 
Mstep: Class 8 contains 28425 members 
Mstep: Class 9 contains 37853 members 
Mstep: Class 10 contains 9476 members 
Mstep: Class 11 contains 138 members 
Mstep: Class 12 contains 350 members 
Mstep: Class 13 contains 7902 members 
Mstep: Class 14 contains 717 members 
Mstep: Class 15 contains 17901 members 
Mstep: Class 16 contains 72169 members 
Mstep: Class 17 contains 111978 members 
Mstep: Class 18 contains 129795 members 
Mstep: Class 19 contains 3488 members 
Mstep: Class 20 contains 79172 members 
Mstep: Class 21 contains 33837 members 
Mstep: Class 22 contains 58262 members 
Mstep: Class 23 contains 17906 members 
Mstep: Class 24 contains 2054 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 146 members 
Mstep: Class 27 contains 1113 members 
Mstep: Class 28 contains 102495 members 
Mstep: Class 29 contains 5237 members 
Mstep: Class 30 contains 9443 members 
Mstep: Class 31 contains 73760 members 
Mstep: Class 32 contains 4458 members 
Mstep: Class 33 contains 37308 members 
Mstep: Class 34 contains 469 members 
Mstep: Class 35 contains 374 members 
Mstep: Class 36 contains 1574 members 
Mstep: Class 37 contains 75174 members 
Mstep: Class 38 contains 1213 members 
Mstep: Class 39 contains 20400 members 
Mstep: Class 40 contains 486 members 
Mstep: Class 41 contains 325 members 
Mstep: Class 42 contains 481 members 
Mstep: Class 43 contains 22387 members 
Mstep: Class 44 contains 100377 members 
Mstep: Class 45 contains 88408 members 
Mstep: Class 46 contains 425 members 
Mstep: Class 47 contains 168 members 
Mstep: Class 48 contains 14809 members 
Mstep: Class 49 contains 4279 members 
Mstep: Class 50 contains 553 members 
Mstep: Class 51 contains 998 members 
Mstep: Class 52 contains 5564 members 
Mstep: Class 53 contains 21342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194688272.000000 Penalty: 123671.273438
Iteration 125Q: 54 clusters Score -1.946883e+08 nChanged 9745
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 198770 members 
Mstep: Class 3 contains 86673 members 
Mstep: Class 4 contains 14454 members 
Mstep: Class 5 contains 42276 members 
Mstep: Class 6 contains 43091 members 
Mstep: Class 7 contains 102650 members 
Mstep: Class 8 contains 28190 members 
Mstep: Class 9 contains 37855 members 
Mstep: Class 10 contains 9462 members 
Mstep: Class 11 contains 142 members 
Mstep: Class 12 contains 352 members 
Mstep: Class 13 contains 7911 members 
Mstep: Class 14 contains 714 members 
Mstep: Class 15 contains 17937 members 
Mstep: Class 16 contains 72109 members 
Mstep: Class 17 contains 111595 members 
Mstep: Class 18 contains 129965 members 
Mstep: Class 19 contains 3486 members 
Mstep: Class 20 contains 79263 members 
Mstep: Class 21 contains 33842 members 
Mstep: Class 22 contains 57556 members 
Mstep: Class 23 contains 17806 members 
Mstep: Class 24 contains 2101 members 
Mstep: Class 25 contains 811 members 
Mstep: Class 26 contains 147 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 102021 members 
Mstep: Class 29 contains 5230 members 
Mstep: Class 30 contains 9476 members 
Mstep: Class 31 contains 72756 members 
Mstep: Class 32 contains 4483 members 
Mstep: Class 33 contains 37353 members 
Mstep: Class 34 contains 468 members 
Mstep: Class 35 contains 367 members 
Mstep: Class 36 contains 1576 members 
Mstep: Class 37 contains 76383 members 
Mstep: Class 38 contains 1211 members 
Mstep: Class 39 contains 20095 members 
Mstep: Class 40 contains 488 members 
Mstep: Class 41 contains 325 members 
Mstep: Class 42 contains 481 members 
Mstep: Class 43 contains 22676 members 
Mstep: Class 44 contains 100644 members 
Mstep: Class 45 contains 88710 members 
Mstep: Class 46 contains 427 members 
Mstep: Class 47 contains 169 members 
Mstep: Class 48 contains 15401 members 
Mstep: Class 49 contains 4464 members 
Mstep: Class 50 contains 559 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 5559 members 
Mstep: Class 53 contains 21724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194688544.000000 Penalty: 123671.273438
Iteration 126Q: 54 clusters Score -1.946885e+08 nChanged 9839
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 28251 members 
Mstep: Class 2 contains 198739 members 
Mstep: Class 3 contains 86506 members 
Mstep: Class 4 contains 14269 members 
Mstep: Class 5 contains 43033 members 
Mstep: Class 6 contains 42959 members 
Mstep: Class 7 contains 102298 members 
Mstep: Class 8 contains 27941 members 
Mstep: Class 9 contains 37853 members 
Mstep: Class 10 contains 9446 members 
Mstep: Class 11 contains 145 members 
Mstep: Class 12 contains 354 members 
Mstep: Class 13 contains 7912 members 
Mstep: Class 14 contains 712 members 
Mstep: Class 15 contains 17984 members 
Mstep: Class 16 contains 72044 members 
Mstep: Class 17 contains 111328 members 
Mstep: Class 18 contains 130154 members 
Mstep: Class 19 contains 3484 members 
Mstep: Class 20 contains 79312 members 
Mstep: Class 21 contains 33849 members 
Mstep: Class 22 contains 56801 members 
Mstep: Class 23 contains 17724 members 
Mstep: Class 24 contains 2138 members 
Mstep: Class 25 contains 808 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 101482 members 
Mstep: Class 29 contains 5227 members 
Mstep: Class 30 contains 9517 members 
Mstep: Class 31 contains 71839 members 
Mstep: Class 32 contains 4515 members 
Mstep: Class 33 contains 37391 members 
Mstep: Class 34 contains 469 members 
Mstep: Class 35 contains 365 members 
Mstep: Class 36 contains 1574 members 
Mstep: Class 37 contains 77519 members 
Mstep: Class 38 contains 1208 members 
Mstep: Class 39 contains 19707 members 
Mstep: Class 40 contains 492 members 
Mstep: Class 41 contains 325 members 
Mstep: Class 42 contains 480 members 
Mstep: Class 43 contains 22901 members 
Mstep: Class 44 contains 100884 members 
Mstep: Class 45 contains 89031 members 
Mstep: Class 46 contains 428 members 
Mstep: Class 47 contains 171 members 
Mstep: Class 48 contains 16051 members 
Mstep: Class 49 contains 4663 members 
Mstep: Class 50 contains 558 members 
Mstep: Class 51 contains 1000 members 
Mstep: Class 52 contains 5560 members 
Mstep: Class 53 contains 22120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194688624.000000 Penalty: 123671.273438
Iteration 127Q: 54 clusters Score -1.946886e+08 nChanged 9761
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 28042 members 
Mstep: Class 2 contains 198695 members 
Mstep: Class 3 contains 86381 members 
Mstep: Class 4 contains 14116 members 
Mstep: Class 5 contains 43786 members 
Mstep: Class 6 contains 42865 members 
Mstep: Class 7 contains 101968 members 
Mstep: Class 8 contains 27675 members 
Mstep: Class 9 contains 37854 members 
Mstep: Class 10 contains 9437 members 
Mstep: Class 11 contains 147 members 
Mstep: Class 12 contains 355 members 
Mstep: Class 13 contains 7915 members 
Mstep: Class 14 contains 712 members 
Mstep: Class 15 contains 18048 members 
Mstep: Class 16 contains 71986 members 
Mstep: Class 17 contains 111121 members 
Mstep: Class 18 contains 130146 members 
Mstep: Class 19 contains 3484 members 
Mstep: Class 20 contains 79408 members 
Mstep: Class 21 contains 33848 members 
Mstep: Class 22 contains 55923 members 
Mstep: Class 23 contains 17600 members 
Mstep: Class 24 contains 2177 members 
Mstep: Class 25 contains 806 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 100908 members 
Mstep: Class 29 contains 5214 members 
Mstep: Class 30 contains 9548 members 
Mstep: Class 31 contains 70899 members 
Mstep: Class 32 contains 4530 members 
Mstep: Class 33 contains 37380 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 363 members 
Mstep: Class 36 contains 1574 members 
Mstep: Class 37 contains 78780 members 
Mstep: Class 38 contains 1209 members 
Mstep: Class 39 contains 19408 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 324 members 
Mstep: Class 42 contains 480 members 
Mstep: Class 43 contains 23093 members 
Mstep: Class 44 contains 101128 members 
Mstep: Class 45 contains 89449 members 
Mstep: Class 46 contains 433 members 
Mstep: Class 47 contains 172 members 
Mstep: Class 48 contains 16653 members 
Mstep: Class 49 contains 4880 members 
Mstep: Class 50 contains 556 members 
Mstep: Class 51 contains 1000 members 
Mstep: Class 52 contains 5561 members 
Mstep: Class 53 contains 22522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194689088.000000 Penalty: 123671.273438
Iteration 128Q: 54 clusters Score -1.946891e+08 nChanged 9796
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 198686 members 
Mstep: Class 3 contains 86303 members 
Mstep: Class 4 contains 13984 members 
Mstep: Class 5 contains 44467 members 
Mstep: Class 6 contains 42773 members 
Mstep: Class 7 contains 101624 members 
Mstep: Class 8 contains 27422 members 
Mstep: Class 9 contains 37848 members 
Mstep: Class 10 contains 9424 members 
Mstep: Class 11 contains 148 members 
Mstep: Class 12 contains 360 members 
Mstep: Class 13 contains 7907 members 
Mstep: Class 14 contains 710 members 
Mstep: Class 15 contains 18097 members 
Mstep: Class 16 contains 71926 members 
Mstep: Class 17 contains 110918 members 
Mstep: Class 18 contains 130117 members 
Mstep: Class 19 contains 3484 members 
Mstep: Class 20 contains 79508 members 
Mstep: Class 21 contains 33851 members 
Mstep: Class 22 contains 54944 members 
Mstep: Class 23 contains 17473 members 
Mstep: Class 24 contains 2213 members 
Mstep: Class 25 contains 803 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 1109 members 
Mstep: Class 28 contains 100308 members 
Mstep: Class 29 contains 5217 members 
Mstep: Class 30 contains 9599 members 
Mstep: Class 31 contains 69912 members 
Mstep: Class 32 contains 4550 members 
Mstep: Class 33 contains 37351 members 
Mstep: Class 34 contains 471 members 
Mstep: Class 35 contains 361 members 
Mstep: Class 36 contains 1573 members 
Mstep: Class 37 contains 80027 members 
Mstep: Class 38 contains 1211 members 
Mstep: Class 39 contains 19161 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 480 members 
Mstep: Class 43 contains 23258 members 
Mstep: Class 44 contains 101424 members 
Mstep: Class 45 contains 90029 members 
Mstep: Class 46 contains 436 members 
Mstep: Class 47 contains 173 members 
Mstep: Class 48 contains 17232 members 
Mstep: Class 49 contains 5095 members 
Mstep: Class 50 contains 556 members 
Mstep: Class 51 contains 1000 members 
Mstep: Class 52 contains 5557 members 
Mstep: Class 53 contains 22918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194688576.000000 Penalty: 123671.273438
Iteration 129Q: 54 clusters Score -1.946886e+08 nChanged 9921
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 198661 members 
Mstep: Class 3 contains 86220 members 
Mstep: Class 4 contains 13869 members 
Mstep: Class 5 contains 45131 members 
Mstep: Class 6 contains 42690 members 
Mstep: Class 7 contains 101309 members 
Mstep: Class 8 contains 27132 members 
Mstep: Class 9 contains 37842 members 
Mstep: Class 10 contains 9418 members 
Mstep: Class 11 contains 150 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 7904 members 
Mstep: Class 14 contains 709 members 
Mstep: Class 15 contains 18133 members 
Mstep: Class 16 contains 71871 members 
Mstep: Class 17 contains 110717 members 
Mstep: Class 18 contains 130010 members 
Mstep: Class 19 contains 3486 members 
Mstep: Class 20 contains 79635 members 
Mstep: Class 21 contains 33856 members 
Mstep: Class 22 contains 53960 members 
Mstep: Class 23 contains 17336 members 
Mstep: Class 24 contains 2247 members 
Mstep: Class 25 contains 800 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 1108 members 
Mstep: Class 28 contains 99703 members 
Mstep: Class 29 contains 5232 members 
Mstep: Class 30 contains 9632 members 
Mstep: Class 31 contains 68906 members 
Mstep: Class 32 contains 4578 members 
Mstep: Class 33 contains 37285 members 
Mstep: Class 34 contains 472 members 
Mstep: Class 35 contains 361 members 
Mstep: Class 36 contains 1573 members 
Mstep: Class 37 contains 81307 members 
Mstep: Class 38 contains 1212 members 
Mstep: Class 39 contains 18857 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 322 members 
Mstep: Class 42 contains 480 members 
Mstep: Class 43 contains 23403 members 
Mstep: Class 44 contains 101748 members 
Mstep: Class 45 contains 90714 members 
Mstep: Class 46 contains 437 members 
Mstep: Class 47 contains 172 members 
Mstep: Class 48 contains 17800 members 
Mstep: Class 49 contains 5324 members 
Mstep: Class 50 contains 558 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 5553 members 
Mstep: Class 53 contains 23330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194689088.000000 Penalty: 123671.273438
Iteration 130Q: 54 clusters Score -1.946891e+08 nChanged 9786
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 198626 members 
Mstep: Class 3 contains 86139 members 
Mstep: Class 4 contains 13753 members 
Mstep: Class 5 contains 45770 members 
Mstep: Class 6 contains 42635 members 
Mstep: Class 7 contains 101003 members 
Mstep: Class 8 contains 26792 members 
Mstep: Class 9 contains 37843 members 
Mstep: Class 10 contains 9404 members 
Mstep: Class 11 contains 150 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 7915 members 
Mstep: Class 14 contains 707 members 
Mstep: Class 15 contains 18161 members 
Mstep: Class 16 contains 71822 members 
Mstep: Class 17 contains 110635 members 
Mstep: Class 18 contains 129733 members 
Mstep: Class 19 contains 3486 members 
Mstep: Class 20 contains 79756 members 
Mstep: Class 21 contains 33862 members 
Mstep: Class 22 contains 52939 members 
Mstep: Class 23 contains 17211 members 
Mstep: Class 24 contains 2290 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 1108 members 
Mstep: Class 28 contains 99020 members 
Mstep: Class 29 contains 5243 members 
Mstep: Class 30 contains 9657 members 
Mstep: Class 31 contains 67925 members 
Mstep: Class 32 contains 4602 members 
Mstep: Class 33 contains 37225 members 
Mstep: Class 34 contains 474 members 
Mstep: Class 35 contains 361 members 
Mstep: Class 36 contains 1574 members 
Mstep: Class 37 contains 82712 members 
Mstep: Class 38 contains 1214 members 
Mstep: Class 39 contains 18593 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 322 members 
Mstep: Class 42 contains 480 members 
Mstep: Class 43 contains 23529 members 
Mstep: Class 44 contains 102051 members 
Mstep: Class 45 contains 91469 members 
Mstep: Class 46 contains 440 members 
Mstep: Class 47 contains 172 members 
Mstep: Class 48 contains 18339 members 
Mstep: Class 49 contains 5575 members 
Mstep: Class 50 contains 556 members 
Mstep: Class 51 contains 1002 members 
Mstep: Class 52 contains 5545 members 
Mstep: Class 53 contains 23750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194689152.000000 Penalty: 123671.273438
Iteration 131Q: 54 clusters Score -1.946892e+08 nChanged 9811
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 198604 members 
Mstep: Class 3 contains 86060 members 
Mstep: Class 4 contains 13650 members 
Mstep: Class 5 contains 46387 members 
Mstep: Class 6 contains 42567 members 
Mstep: Class 7 contains 100716 members 
Mstep: Class 8 contains 26384 members 
Mstep: Class 9 contains 37840 members 
Mstep: Class 10 contains 9391 members 
Mstep: Class 11 contains 150 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 7921 members 
Mstep: Class 14 contains 707 members 
Mstep: Class 15 contains 18198 members 
Mstep: Class 16 contains 71755 members 
Mstep: Class 17 contains 110531 members 
Mstep: Class 18 contains 129319 members 
Mstep: Class 19 contains 3486 members 
Mstep: Class 20 contains 79872 members 
Mstep: Class 21 contains 33865 members 
Mstep: Class 22 contains 51897 members 
Mstep: Class 23 contains 17069 members 
Mstep: Class 24 contains 2338 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 1108 members 
Mstep: Class 28 contains 98320 members 
Mstep: Class 29 contains 5252 members 
Mstep: Class 30 contains 9681 members 
Mstep: Class 31 contains 66991 members 
Mstep: Class 32 contains 4630 members 
Mstep: Class 33 contains 37176 members 
Mstep: Class 34 contains 475 members 
Mstep: Class 35 contains 361 members 
Mstep: Class 36 contains 1571 members 
Mstep: Class 37 contains 84264 members 
Mstep: Class 38 contains 1215 members 
Mstep: Class 39 contains 18309 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 480 members 
Mstep: Class 43 contains 23636 members 
Mstep: Class 44 contains 102371 members 
Mstep: Class 45 contains 92265 members 
Mstep: Class 46 contains 440 members 
Mstep: Class 47 contains 172 members 
Mstep: Class 48 contains 18860 members 
Mstep: Class 49 contains 5890 members 
Mstep: Class 50 contains 555 members 
Mstep: Class 51 contains 1002 members 
Mstep: Class 52 contains 5533 members 
Mstep: Class 53 contains 24160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194689792.000000 Penalty: 123671.273438
Iteration 132Q: 54 clusters Score -1.946898e+08 nChanged 9868
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 198586 members 
Mstep: Class 3 contains 85987 members 
Mstep: Class 4 contains 13543 members 
Mstep: Class 5 contains 47002 members 
Mstep: Class 6 contains 42513 members 
Mstep: Class 7 contains 100435 members 
Mstep: Class 8 contains 25936 members 
Mstep: Class 9 contains 37840 members 
Mstep: Class 10 contains 9386 members 
Mstep: Class 11 contains 151 members 
Mstep: Class 12 contains 360 members 
Mstep: Class 13 contains 7926 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 18235 members 
Mstep: Class 16 contains 71696 members 
Mstep: Class 17 contains 110486 members 
Mstep: Class 18 contains 128831 members 
Mstep: Class 19 contains 3486 members 
Mstep: Class 20 contains 79968 members 
Mstep: Class 21 contains 33866 members 
Mstep: Class 22 contains 50743 members 
Mstep: Class 23 contains 16920 members 
Mstep: Class 24 contains 2385 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 1108 members 
Mstep: Class 28 contains 97603 members 
Mstep: Class 29 contains 5271 members 
Mstep: Class 30 contains 9726 members 
Mstep: Class 31 contains 66216 members 
Mstep: Class 32 contains 4656 members 
Mstep: Class 33 contains 37126 members 
Mstep: Class 34 contains 476 members 
Mstep: Class 35 contains 363 members 
Mstep: Class 36 contains 1570 members 
Mstep: Class 37 contains 85764 members 
Mstep: Class 38 contains 1217 members 
Mstep: Class 39 contains 18002 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 480 members 
Mstep: Class 43 contains 23711 members 
Mstep: Class 44 contains 102712 members 
Mstep: Class 45 contains 93104 members 
Mstep: Class 46 contains 437 members 
Mstep: Class 47 contains 175 members 
Mstep: Class 48 contains 19404 members 
Mstep: Class 49 contains 6247 members 
Mstep: Class 50 contains 556 members 
Mstep: Class 51 contains 1002 members 
Mstep: Class 52 contains 5533 members 
Mstep: Class 53 contains 24551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194689488.000000 Penalty: 123671.273438
Iteration 133Q: 54 clusters Score -1.946895e+08 nChanged 9952
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 198581 members 
Mstep: Class 3 contains 85930 members 
Mstep: Class 4 contains 13463 members 
Mstep: Class 5 contains 47441 members 
Mstep: Class 6 contains 42463 members 
Mstep: Class 7 contains 100117 members 
Mstep: Class 8 contains 25477 members 
Mstep: Class 9 contains 37852 members 
Mstep: Class 10 contains 9376 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 12 contains 360 members 
Mstep: Class 13 contains 7934 members 
Mstep: Class 14 contains 700 members 
Mstep: Class 15 contains 18262 members 
Mstep: Class 16 contains 71630 members 
Mstep: Class 17 contains 110376 members 
Mstep: Class 18 contains 128317 members 
Mstep: Class 19 contains 3490 members 
Mstep: Class 20 contains 80020 members 
Mstep: Class 21 contains 33870 members 
Mstep: Class 22 contains 49570 members 
Mstep: Class 23 contains 16774 members 
Mstep: Class 24 contains 2434 members 
Mstep: Class 25 contains 800 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 1108 members 
Mstep: Class 28 contains 96906 members 
Mstep: Class 29 contains 5299 members 
Mstep: Class 30 contains 9755 members 
Mstep: Class 31 contains 65494 members 
Mstep: Class 32 contains 4681 members 
Mstep: Class 33 contains 37112 members 
Mstep: Class 34 contains 478 members 
Mstep: Class 35 contains 363 members 
Mstep: Class 36 contains 1567 members 
Mstep: Class 37 contains 87255 members 
Mstep: Class 38 contains 1219 members 
Mstep: Class 39 contains 17717 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 480 members 
Mstep: Class 43 contains 23784 members 
Mstep: Class 44 contains 103103 members 
Mstep: Class 45 contains 94073 members 
Mstep: Class 46 contains 433 members 
Mstep: Class 47 contains 178 members 
Mstep: Class 48 contains 19965 members 
Mstep: Class 49 contains 6607 members 
Mstep: Class 50 contains 557 members 
Mstep: Class 51 contains 1002 members 
Mstep: Class 52 contains 5529 members 
Mstep: Class 53 contains 24929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194689552.000000 Penalty: 123671.273438
Iteration 134Q: 54 clusters Score -1.946896e+08 nChanged 10023
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 198571 members 
Mstep: Class 3 contains 85906 members 
Mstep: Class 4 contains 13407 members 
Mstep: Class 5 contains 47878 members 
Mstep: Class 6 contains 42400 members 
Mstep: Class 7 contains 99833 members 
Mstep: Class 8 contains 25001 members 
Mstep: Class 9 contains 37855 members 
Mstep: Class 10 contains 9365 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 7936 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 18291 members 
Mstep: Class 16 contains 71560 members 
Mstep: Class 17 contains 110337 members 
Mstep: Class 18 contains 127783 members 
Mstep: Class 19 contains 3490 members 
Mstep: Class 20 contains 80065 members 
Mstep: Class 21 contains 33870 members 
Mstep: Class 22 contains 48433 members 
Mstep: Class 23 contains 16646 members 
Mstep: Class 24 contains 2483 members 
Mstep: Class 25 contains 800 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 1108 members 
Mstep: Class 28 contains 96173 members 
Mstep: Class 29 contains 5330 members 
Mstep: Class 30 contains 9776 members 
Mstep: Class 31 contains 64796 members 
Mstep: Class 32 contains 4707 members 
Mstep: Class 33 contains 37083 members 
Mstep: Class 34 contains 478 members 
Mstep: Class 35 contains 363 members 
Mstep: Class 36 contains 1566 members 
Mstep: Class 37 contains 88828 members 
Mstep: Class 38 contains 1220 members 
Mstep: Class 39 contains 17354 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 322 members 
Mstep: Class 42 contains 480 members 
Mstep: Class 43 contains 23844 members 
Mstep: Class 44 contains 103362 members 
Mstep: Class 45 contains 95050 members 
Mstep: Class 46 contains 434 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 20543 members 
Mstep: Class 49 contains 6996 members 
Mstep: Class 50 contains 557 members 
Mstep: Class 51 contains 1003 members 
Mstep: Class 52 contains 5531 members 
Mstep: Class 53 contains 25305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194689856.000000 Penalty: 123671.273438
Iteration 135Q: 54 clusters Score -1.946899e+08 nChanged 9925
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 198545 members 
Mstep: Class 3 contains 85898 members 
Mstep: Class 4 contains 13349 members 
Mstep: Class 5 contains 48270 members 
Mstep: Class 6 contains 42308 members 
Mstep: Class 7 contains 99595 members 
Mstep: Class 8 contains 24519 members 
Mstep: Class 9 contains 37853 members 
Mstep: Class 10 contains 9354 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 7944 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 18334 members 
Mstep: Class 16 contains 71486 members 
Mstep: Class 17 contains 110326 members 
Mstep: Class 18 contains 127264 members 
Mstep: Class 19 contains 3491 members 
Mstep: Class 20 contains 80071 members 
Mstep: Class 21 contains 33866 members 
Mstep: Class 22 contains 47219 members 
Mstep: Class 23 contains 16532 members 
Mstep: Class 24 contains 2540 members 
Mstep: Class 25 contains 800 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 1109 members 
Mstep: Class 28 contains 95461 members 
Mstep: Class 29 contains 5369 members 
Mstep: Class 30 contains 9789 members 
Mstep: Class 31 contains 64147 members 
Mstep: Class 32 contains 4742 members 
Mstep: Class 33 contains 37119 members 
Mstep: Class 34 contains 478 members 
Mstep: Class 35 contains 363 members 
Mstep: Class 36 contains 1564 members 
Mstep: Class 37 contains 90285 members 
Mstep: Class 38 contains 1221 members 
Mstep: Class 39 contains 17029 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 322 members 
Mstep: Class 42 contains 480 members 
Mstep: Class 43 contains 23885 members 
Mstep: Class 44 contains 103654 members 
Mstep: Class 45 contains 95992 members 
Mstep: Class 46 contains 434 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 21090 members 
Mstep: Class 49 contains 7375 members 
Mstep: Class 50 contains 557 members 
Mstep: Class 51 contains 1003 members 
Mstep: Class 52 contains 5529 members 
Mstep: Class 53 contains 25668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194690288.000000 Penalty: 123671.273438
Iteration 136Q: 54 clusters Score -1.946903e+08 nChanged 10048
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 198517 members 
Mstep: Class 3 contains 85909 members 
Mstep: Class 4 contains 13274 members 
Mstep: Class 5 contains 48553 members 
Mstep: Class 6 contains 42222 members 
Mstep: Class 7 contains 99353 members 
Mstep: Class 8 contains 24073 members 
Mstep: Class 9 contains 37849 members 
Mstep: Class 10 contains 9350 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 12 contains 360 members 
Mstep: Class 13 contains 7957 members 
Mstep: Class 14 contains 699 members 
Mstep: Class 15 contains 18349 members 
Mstep: Class 16 contains 71427 members 
Mstep: Class 17 contains 110360 members 
Mstep: Class 18 contains 126666 members 
Mstep: Class 19 contains 3495 members 
Mstep: Class 20 contains 79976 members 
Mstep: Class 21 contains 33857 members 
Mstep: Class 22 contains 45979 members 
Mstep: Class 23 contains 16431 members 
Mstep: Class 24 contains 2590 members 
Mstep: Class 25 contains 800 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 1109 members 
Mstep: Class 28 contains 94743 members 
Mstep: Class 29 contains 5415 members 
Mstep: Class 30 contains 9823 members 
Mstep: Class 31 contains 63545 members 
Mstep: Class 32 contains 4772 members 
Mstep: Class 33 contains 37181 members 
Mstep: Class 34 contains 478 members 
Mstep: Class 35 contains 363 members 
Mstep: Class 36 contains 1564 members 
Mstep: Class 37 contains 91758 members 
Mstep: Class 38 contains 1223 members 
Mstep: Class 39 contains 16680 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 322 members 
Mstep: Class 42 contains 480 members 
Mstep: Class 43 contains 23928 members 
Mstep: Class 44 contains 103957 members 
Mstep: Class 45 contains 97054 members 
Mstep: Class 46 contains 434 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 21652 members 
Mstep: Class 49 contains 7725 members 
Mstep: Class 50 contains 557 members 
Mstep: Class 51 contains 1004 members 
Mstep: Class 52 contains 5532 members 
Mstep: Class 53 contains 26042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194690448.000000 Penalty: 123671.273438
Iteration 137Q: 54 clusters Score -1.946904e+08 nChanged 10110
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 198506 members 
Mstep: Class 3 contains 85948 members 
Mstep: Class 4 contains 13213 members 
Mstep: Class 5 contains 48852 members 
Mstep: Class 6 contains 42100 members 
Mstep: Class 7 contains 99127 members 
Mstep: Class 8 contains 23610 members 
Mstep: Class 9 contains 37840 members 
Mstep: Class 10 contains 9340 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 12 contains 360 members 
Mstep: Class 13 contains 7966 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 18373 members 
Mstep: Class 16 contains 71360 members 
Mstep: Class 17 contains 110382 members 
Mstep: Class 18 contains 125880 members 
Mstep: Class 19 contains 3501 members 
Mstep: Class 20 contains 79903 members 
Mstep: Class 21 contains 33858 members 
Mstep: Class 22 contains 44686 members 
Mstep: Class 23 contains 16347 members 
Mstep: Class 24 contains 2640 members 
Mstep: Class 25 contains 800 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 1110 members 
Mstep: Class 28 contains 94024 members 
Mstep: Class 29 contains 5446 members 
Mstep: Class 30 contains 9860 members 
Mstep: Class 31 contains 63110 members 
Mstep: Class 32 contains 4797 members 
Mstep: Class 33 contains 37221 members 
Mstep: Class 34 contains 478 members 
Mstep: Class 35 contains 363 members 
Mstep: Class 36 contains 1564 members 
Mstep: Class 37 contains 93276 members 
Mstep: Class 38 contains 1224 members 
Mstep: Class 39 contains 16371 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 322 members 
Mstep: Class 42 contains 480 members 
Mstep: Class 43 contains 23972 members 
Mstep: Class 44 contains 104265 members 
Mstep: Class 45 contains 98040 members 
Mstep: Class 46 contains 434 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 22224 members 
Mstep: Class 49 contains 8093 members 
Mstep: Class 50 contains 557 members 
Mstep: Class 51 contains 1005 members 
Mstep: Class 52 contains 5540 members 
Mstep: Class 53 contains 26446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194690592.000000 Penalty: 123671.273438
Iteration 138Q: 54 clusters Score -1.946906e+08 nChanged 9976
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 198462 members 
Mstep: Class 3 contains 85978 members 
Mstep: Class 4 contains 13151 members 
Mstep: Class 5 contains 49013 members 
Mstep: Class 6 contains 41986 members 
Mstep: Class 7 contains 98925 members 
Mstep: Class 8 contains 23154 members 
Mstep: Class 9 contains 37835 members 
Mstep: Class 10 contains 9333 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 12 contains 360 members 
Mstep: Class 13 contains 7984 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 18387 members 
Mstep: Class 16 contains 71285 members 
Mstep: Class 17 contains 110292 members 
Mstep: Class 18 contains 124949 members 
Mstep: Class 19 contains 3504 members 
Mstep: Class 20 contains 79796 members 
Mstep: Class 21 contains 33853 members 
Mstep: Class 22 contains 43415 members 
Mstep: Class 23 contains 16254 members 
Mstep: Class 24 contains 2687 members 
Mstep: Class 25 contains 800 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 1110 members 
Mstep: Class 28 contains 93394 members 
Mstep: Class 29 contains 5488 members 
Mstep: Class 30 contains 9898 members 
Mstep: Class 31 contains 62920 members 
Mstep: Class 32 contains 4824 members 
Mstep: Class 33 contains 37282 members 
Mstep: Class 34 contains 478 members 
Mstep: Class 35 contains 363 members 
Mstep: Class 36 contains 1566 members 
Mstep: Class 37 contains 94661 members 
Mstep: Class 38 contains 1224 members 
Mstep: Class 39 contains 16147 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 322 members 
Mstep: Class 42 contains 480 members 
Mstep: Class 43 contains 24008 members 
Mstep: Class 44 contains 104620 members 
Mstep: Class 45 contains 99093 members 
Mstep: Class 46 contains 434 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 22775 members 
Mstep: Class 49 contains 8493 members 
Mstep: Class 50 contains 557 members 
Mstep: Class 51 contains 1005 members 
Mstep: Class 52 contains 5551 members 
Mstep: Class 53 contains 26848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194691408.000000 Penalty: 123671.273438
Iteration 139Q: 54 clusters Score -1.946914e+08 nChanged 9567
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 198406 members 
Mstep: Class 3 contains 85999 members 
Mstep: Class 4 contains 13082 members 
Mstep: Class 5 contains 48942 members 
Mstep: Class 6 contains 41889 members 
Mstep: Class 7 contains 98772 members 
Mstep: Class 8 contains 22802 members 
Mstep: Class 9 contains 37841 members 
Mstep: Class 10 contains 9330 members 
Mstep: Class 11 contains 152 members 
Mstep: Class 12 contains 360 members 
Mstep: Class 13 contains 7997 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 18396 members 
Mstep: Class 16 contains 71224 members 
Mstep: Class 17 contains 110278 members 
Mstep: Class 18 contains 123915 members 
Mstep: Class 19 contains 3506 members 
Mstep: Class 20 contains 79688 members 
Mstep: Class 21 contains 33854 members 
Mstep: Class 22 contains 42240 members 
Mstep: Class 23 contains 16154 members 
Mstep: Class 24 contains 2733 members 
Mstep: Class 25 contains 800 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 1110 members 
Mstep: Class 28 contains 92837 members 
Mstep: Class 29 contains 5541 members 
Mstep: Class 30 contains 9954 members 
Mstep: Class 31 contains 62926 members 
Mstep: Class 32 contains 4849 members 
Mstep: Class 33 contains 37346 members 
Mstep: Class 34 contains 478 members 
Mstep: Class 35 contains 363 members 
Mstep: Class 36 contains 1569 members 
Mstep: Class 37 contains 95981 members 
Mstep: Class 38 contains 1225 members 
Mstep: Class 39 contains 15928 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 322 members 
Mstep: Class 42 contains 480 members 
Mstep: Class 43 contains 24011 members 
Mstep: Class 44 contains 104927 members 
Mstep: Class 45 contains 100124 members 
Mstep: Class 46 contains 434 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 23276 members 
Mstep: Class 49 contains 8793 members 
Mstep: Class 50 contains 557 members 
Mstep: Class 51 contains 1005 members 
Mstep: Class 52 contains 5553 members 
Mstep: Class 53 contains 27284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194691360.000000 Penalty: 123671.273438
Iteration 140F: 54 clusters Score -1.946914e+08 nChanged 9409
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 198141 members 
Mstep: Class 3 contains 86008 members 
Mstep: Class 4 contains 13035 members 
Mstep: Class 5 contains 48858 members 
Mstep: Class 6 contains 41816 members 
Mstep: Class 7 contains 98618 members 
Mstep: Class 8 contains 22422 members 
Mstep: Class 9 contains 37843 members 
Mstep: Class 10 contains 9331 members 
Mstep: Class 11 contains 160 members 
Mstep: Class 12 contains 360 members 
Mstep: Class 13 contains 8026 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 18387 members 
Mstep: Class 16 contains 71157 members 
Mstep: Class 17 contains 110277 members 
Mstep: Class 18 contains 122841 members 
Mstep: Class 19 contains 3505 members 
Mstep: Class 20 contains 79551 members 
Mstep: Class 21 contains 33851 members 
Mstep: Class 22 contains 41058 members 
Mstep: Class 23 contains 16047 members 
Mstep: Class 24 contains 2793 members 
Mstep: Class 25 contains 800 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 1110 members 
Mstep: Class 28 contains 92359 members 
Mstep: Class 29 contains 5578 members 
Mstep: Class 30 contains 10008 members 
Mstep: Class 31 contains 62972 members 
Mstep: Class 32 contains 4868 members 
Mstep: Class 33 contains 37408 members 
Mstep: Class 34 contains 471 members 
Mstep: Class 35 contains 361 members 
Mstep: Class 36 contains 1569 members 
Mstep: Class 37 contains 97299 members 
Mstep: Class 38 contains 1226 members 
Mstep: Class 39 contains 15784 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 322 members 
Mstep: Class 42 contains 482 members 
Mstep: Class 43 contains 24000 members 
Mstep: Class 44 contains 105238 members 
Mstep: Class 45 contains 101119 members 
Mstep: Class 46 contains 436 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 23752 members 
Mstep: Class 49 contains 9352 members 
Mstep: Class 50 contains 557 members 
Mstep: Class 51 contains 1005 members 
Mstep: Class 52 contains 5559 members 
Mstep: Class 53 contains 27663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194692240.000000 Penalty: 123671.273438
Iteration 141Q: 54 clusters Score -1.946922e+08 nChanged 9233
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 197978 members 
Mstep: Class 3 contains 85990 members 
Mstep: Class 4 contains 12983 members 
Mstep: Class 5 contains 48657 members 
Mstep: Class 6 contains 41741 members 
Mstep: Class 7 contains 98439 members 
Mstep: Class 8 contains 22104 members 
Mstep: Class 9 contains 37845 members 
Mstep: Class 10 contains 9336 members 
Mstep: Class 11 contains 162 members 
Mstep: Class 12 contains 359 members 
Mstep: Class 13 contains 8056 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 18385 members 
Mstep: Class 16 contains 71075 members 
Mstep: Class 17 contains 110278 members 
Mstep: Class 18 contains 121839 members 
Mstep: Class 19 contains 3498 members 
Mstep: Class 20 contains 79484 members 
Mstep: Class 21 contains 33840 members 
Mstep: Class 22 contains 39892 members 
Mstep: Class 23 contains 15956 members 
Mstep: Class 24 contains 2840 members 
Mstep: Class 25 contains 800 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 1109 members 
Mstep: Class 28 contains 91893 members 
Mstep: Class 29 contains 5608 members 
Mstep: Class 30 contains 10071 members 
Mstep: Class 31 contains 63103 members 
Mstep: Class 32 contains 4879 members 
Mstep: Class 33 contains 37470 members 
Mstep: Class 34 contains 469 members 
Mstep: Class 35 contains 356 members 
Mstep: Class 36 contains 1567 members 
Mstep: Class 37 contains 98624 members 
Mstep: Class 38 contains 1226 members 
Mstep: Class 39 contains 15666 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 321 members 
Mstep: Class 42 contains 484 members 
Mstep: Class 43 contains 23999 members 
Mstep: Class 44 contains 105456 members 
Mstep: Class 45 contains 102097 members 
Mstep: Class 46 contains 442 members 
Mstep: Class 47 contains 178 members 
Mstep: Class 48 contains 24203 members 
Mstep: Class 49 contains 9814 members 
Mstep: Class 50 contains 556 members 
Mstep: Class 51 contains 1005 members 
Mstep: Class 52 contains 5563 members 
Mstep: Class 53 contains 28024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194692656.000000 Penalty: 123671.273438
Iteration 142Q: 54 clusters Score -1.946927e+08 nChanged 8972
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 197828 members 
Mstep: Class 3 contains 85973 members 
Mstep: Class 4 contains 12921 members 
Mstep: Class 5 contains 48399 members 
Mstep: Class 6 contains 41669 members 
Mstep: Class 7 contains 98337 members 
Mstep: Class 8 contains 21798 members 
Mstep: Class 9 contains 37838 members 
Mstep: Class 10 contains 9333 members 
Mstep: Class 11 contains 163 members 
Mstep: Class 12 contains 360 members 
Mstep: Class 13 contains 8081 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 18388 members 
Mstep: Class 16 contains 71008 members 
Mstep: Class 17 contains 110283 members 
Mstep: Class 18 contains 120774 members 
Mstep: Class 19 contains 3495 members 
Mstep: Class 20 contains 79405 members 
Mstep: Class 21 contains 33836 members 
Mstep: Class 22 contains 38814 members 
Mstep: Class 23 contains 15878 members 
Mstep: Class 24 contains 2881 members 
Mstep: Class 25 contains 800 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1110 members 
Mstep: Class 28 contains 91476 members 
Mstep: Class 29 contains 5637 members 
Mstep: Class 30 contains 10109 members 
Mstep: Class 31 contains 63310 members 
Mstep: Class 32 contains 4893 members 
Mstep: Class 33 contains 37523 members 
Mstep: Class 34 contains 468 members 
Mstep: Class 35 contains 351 members 
Mstep: Class 36 contains 1568 members 
Mstep: Class 37 contains 99954 members 
Mstep: Class 38 contains 1226 members 
Mstep: Class 39 contains 15525 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 322 members 
Mstep: Class 42 contains 485 members 
Mstep: Class 43 contains 24007 members 
Mstep: Class 44 contains 105664 members 
Mstep: Class 45 contains 103024 members 
Mstep: Class 46 contains 449 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 24660 members 
Mstep: Class 49 contains 10222 members 
Mstep: Class 50 contains 552 members 
Mstep: Class 51 contains 1005 members 
Mstep: Class 52 contains 5559 members 
Mstep: Class 53 contains 28320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194692992.000000 Penalty: 123671.273438
Iteration 143Q: 54 clusters Score -1.94693e+08 nChanged 8800
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 25437 members 
Mstep: Class 2 contains 197736 members 
Mstep: Class 3 contains 85964 members 
Mstep: Class 4 contains 12873 members 
Mstep: Class 5 contains 48039 members 
Mstep: Class 6 contains 41597 members 
Mstep: Class 7 contains 98274 members 
Mstep: Class 8 contains 21507 members 
Mstep: Class 9 contains 37822 members 
Mstep: Class 10 contains 9332 members 
Mstep: Class 11 contains 162 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 8116 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 18385 members 
Mstep: Class 16 contains 70943 members 
Mstep: Class 17 contains 110321 members 
Mstep: Class 18 contains 119800 members 
Mstep: Class 19 contains 3486 members 
Mstep: Class 20 contains 79348 members 
Mstep: Class 21 contains 33826 members 
Mstep: Class 22 contains 37737 members 
Mstep: Class 23 contains 15814 members 
Mstep: Class 24 contains 2937 members 
Mstep: Class 25 contains 800 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1109 members 
Mstep: Class 28 contains 91065 members 
Mstep: Class 29 contains 5661 members 
Mstep: Class 30 contains 10137 members 
Mstep: Class 31 contains 63546 members 
Mstep: Class 32 contains 4905 members 
Mstep: Class 33 contains 37547 members 
Mstep: Class 34 contains 469 members 
Mstep: Class 35 contains 351 members 
Mstep: Class 36 contains 1568 members 
Mstep: Class 37 contains 101224 members 
Mstep: Class 38 contains 1225 members 
Mstep: Class 39 contains 15398 members 
Mstep: Class 40 contains 495 members 
Mstep: Class 41 contains 322 members 
Mstep: Class 42 contains 485 members 
Mstep: Class 43 contains 24013 members 
Mstep: Class 44 contains 105834 members 
Mstep: Class 45 contains 103878 members 
Mstep: Class 46 contains 451 members 
Mstep: Class 47 contains 179 members 
Mstep: Class 48 contains 25134 members 
Mstep: Class 49 contains 10556 members 
Mstep: Class 50 contains 550 members 
Mstep: Class 51 contains 1005 members 
Mstep: Class 52 contains 5560 members 
Mstep: Class 53 contains 28655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194692000.000000 Penalty: 123671.273438
Iteration 144Q: 54 clusters Score -1.94692e+08 nChanged 8447
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 25249 members 
Mstep: Class 2 contains 197651 members 
Mstep: Class 3 contains 85921 members 
Mstep: Class 4 contains 12835 members 
Mstep: Class 5 contains 47664 members 
Mstep: Class 6 contains 41526 members 
Mstep: Class 7 contains 98175 members 
Mstep: Class 8 contains 21232 members 
Mstep: Class 9 contains 37815 members 
Mstep: Class 10 contains 9336 members 
Mstep: Class 11 contains 163 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 8144 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 18404 members 
Mstep: Class 16 contains 70866 members 
Mstep: Class 17 contains 110402 members 
Mstep: Class 18 contains 118930 members 
Mstep: Class 19 contains 3488 members 
Mstep: Class 20 contains 79216 members 
Mstep: Class 21 contains 33819 members 
Mstep: Class 22 contains 36605 members 
Mstep: Class 23 contains 15764 members 
Mstep: Class 24 contains 2987 members 
Mstep: Class 25 contains 800 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1109 members 
Mstep: Class 28 contains 90687 members 
Mstep: Class 29 contains 5682 members 
Mstep: Class 30 contains 10148 members 
Mstep: Class 31 contains 63832 members 
Mstep: Class 32 contains 4918 members 
Mstep: Class 33 contains 37597 members 
Mstep: Class 34 contains 469 members 
Mstep: Class 35 contains 351 members 
Mstep: Class 36 contains 1567 members 
Mstep: Class 37 contains 102490 members 
Mstep: Class 38 contains 1227 members 
Mstep: Class 39 contains 15321 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 322 members 
Mstep: Class 42 contains 485 members 
Mstep: Class 43 contains 24006 members 
Mstep: Class 44 contains 106065 members 
Mstep: Class 45 contains 104639 members 
Mstep: Class 46 contains 450 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 25585 members 
Mstep: Class 49 contains 10853 members 
Mstep: Class 50 contains 550 members 
Mstep: Class 51 contains 1005 members 
Mstep: Class 52 contains 5565 members 
Mstep: Class 53 contains 28988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194691360.000000 Penalty: 123671.273438
Iteration 145Q: 54 clusters Score -1.946914e+08 nChanged 7956
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 197583 members 
Mstep: Class 3 contains 85885 members 
Mstep: Class 4 contains 12799 members 
Mstep: Class 5 contains 47141 members 
Mstep: Class 6 contains 41460 members 
Mstep: Class 7 contains 98119 members 
Mstep: Class 8 contains 21002 members 
Mstep: Class 9 contains 37811 members 
Mstep: Class 10 contains 9348 members 
Mstep: Class 11 contains 165 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 8165 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 18423 members 
Mstep: Class 16 contains 70801 members 
Mstep: Class 17 contains 110434 members 
Mstep: Class 18 contains 118038 members 
Mstep: Class 19 contains 3486 members 
Mstep: Class 20 contains 79162 members 
Mstep: Class 21 contains 33811 members 
Mstep: Class 22 contains 35625 members 
Mstep: Class 23 contains 15705 members 
Mstep: Class 24 contains 3026 members 
Mstep: Class 25 contains 800 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1109 members 
Mstep: Class 28 contains 90369 members 
Mstep: Class 29 contains 5708 members 
Mstep: Class 30 contains 10137 members 
Mstep: Class 31 contains 64184 members 
Mstep: Class 32 contains 4929 members 
Mstep: Class 33 contains 37633 members 
Mstep: Class 34 contains 469 members 
Mstep: Class 35 contains 351 members 
Mstep: Class 36 contains 1567 members 
Mstep: Class 37 contains 103684 members 
Mstep: Class 38 contains 1230 members 
Mstep: Class 39 contains 15304 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 322 members 
Mstep: Class 42 contains 485 members 
Mstep: Class 43 contains 23994 members 
Mstep: Class 44 contains 106256 members 
Mstep: Class 45 contains 105327 members 
Mstep: Class 46 contains 448 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 26021 members 
Mstep: Class 49 contains 11106 members 
Mstep: Class 50 contains 550 members 
Mstep: Class 51 contains 1005 members 
Mstep: Class 52 contains 5571 members 
Mstep: Class 53 contains 29281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194691392.000000 Penalty: 123671.273438
Iteration 146Q: 54 clusters Score -1.946914e+08 nChanged 7989
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 197517 members 
Mstep: Class 3 contains 85878 members 
Mstep: Class 4 contains 12760 members 
Mstep: Class 5 contains 46578 members 
Mstep: Class 6 contains 41405 members 
Mstep: Class 7 contains 98054 members 
Mstep: Class 8 contains 20788 members 
Mstep: Class 9 contains 37811 members 
Mstep: Class 10 contains 9352 members 
Mstep: Class 11 contains 166 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 8179 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 18449 members 
Mstep: Class 16 contains 70745 members 
Mstep: Class 17 contains 110437 members 
Mstep: Class 18 contains 117090 members 
Mstep: Class 19 contains 3488 members 
Mstep: Class 20 contains 79070 members 
Mstep: Class 21 contains 33800 members 
Mstep: Class 22 contains 34629 members 
Mstep: Class 23 contains 15667 members 
Mstep: Class 24 contains 3061 members 
Mstep: Class 25 contains 800 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1109 members 
Mstep: Class 28 contains 90083 members 
Mstep: Class 29 contains 5734 members 
Mstep: Class 30 contains 10130 members 
Mstep: Class 31 contains 64612 members 
Mstep: Class 32 contains 4936 members 
Mstep: Class 33 contains 37644 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 349 members 
Mstep: Class 36 contains 1570 members 
Mstep: Class 37 contains 104902 members 
Mstep: Class 38 contains 1231 members 
Mstep: Class 39 contains 15366 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 485 members 
Mstep: Class 43 contains 23987 members 
Mstep: Class 44 contains 106490 members 
Mstep: Class 45 contains 105937 members 
Mstep: Class 46 contains 448 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 26452 members 
Mstep: Class 49 contains 11310 members 
Mstep: Class 50 contains 550 members 
Mstep: Class 51 contains 1005 members 
Mstep: Class 52 contains 5565 members 
Mstep: Class 53 contains 29591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194691424.000000 Penalty: 123671.273438
Iteration 147Q: 54 clusters Score -1.946914e+08 nChanged 7988
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 197452 members 
Mstep: Class 3 contains 85873 members 
Mstep: Class 4 contains 12709 members 
Mstep: Class 5 contains 45935 members 
Mstep: Class 6 contains 41357 members 
Mstep: Class 7 contains 98035 members 
Mstep: Class 8 contains 20595 members 
Mstep: Class 9 contains 37809 members 
Mstep: Class 10 contains 9352 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 8198 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 18480 members 
Mstep: Class 16 contains 70677 members 
Mstep: Class 17 contains 110497 members 
Mstep: Class 18 contains 116257 members 
Mstep: Class 19 contains 3484 members 
Mstep: Class 20 contains 79054 members 
Mstep: Class 21 contains 33798 members 
Mstep: Class 22 contains 33687 members 
Mstep: Class 23 contains 15597 members 
Mstep: Class 24 contains 3111 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1109 members 
Mstep: Class 28 contains 89761 members 
Mstep: Class 29 contains 5757 members 
Mstep: Class 30 contains 10124 members 
Mstep: Class 31 contains 65068 members 
Mstep: Class 32 contains 4949 members 
Mstep: Class 33 contains 37673 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 347 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 106067 members 
Mstep: Class 38 contains 1230 members 
Mstep: Class 39 contains 15355 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 486 members 
Mstep: Class 43 contains 23985 members 
Mstep: Class 44 contains 106656 members 
Mstep: Class 45 contains 106465 members 
Mstep: Class 46 contains 450 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 26869 members 
Mstep: Class 49 contains 11472 members 
Mstep: Class 50 contains 550 members 
Mstep: Class 51 contains 1005 members 
Mstep: Class 52 contains 5564 members 
Mstep: Class 53 contains 29910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194691328.000000 Penalty: 123671.273438
Iteration 148Q: 54 clusters Score -1.946913e+08 nChanged 7621
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 197404 members 
Mstep: Class 3 contains 85885 members 
Mstep: Class 4 contains 12658 members 
Mstep: Class 5 contains 45283 members 
Mstep: Class 6 contains 41299 members 
Mstep: Class 7 contains 97943 members 
Mstep: Class 8 contains 20420 members 
Mstep: Class 9 contains 37792 members 
Mstep: Class 10 contains 9357 members 
Mstep: Class 11 contains 167 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 8219 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 18499 members 
Mstep: Class 16 contains 70628 members 
Mstep: Class 17 contains 110556 members 
Mstep: Class 18 contains 115492 members 
Mstep: Class 19 contains 3482 members 
Mstep: Class 20 contains 79064 members 
Mstep: Class 21 contains 33793 members 
Mstep: Class 22 contains 32764 members 
Mstep: Class 23 contains 15536 members 
Mstep: Class 24 contains 3145 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 89468 members 
Mstep: Class 29 contains 5779 members 
Mstep: Class 30 contains 10132 members 
Mstep: Class 31 contains 65544 members 
Mstep: Class 32 contains 4956 members 
Mstep: Class 33 contains 37693 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 345 members 
Mstep: Class 36 contains 1573 members 
Mstep: Class 37 contains 107120 members 
Mstep: Class 38 contains 1231 members 
Mstep: Class 39 contains 15425 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 484 members 
Mstep: Class 43 contains 23973 members 
Mstep: Class 44 contains 106894 members 
Mstep: Class 45 contains 106883 members 
Mstep: Class 46 contains 452 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 27230 members 
Mstep: Class 49 contains 11635 members 
Mstep: Class 50 contains 550 members 
Mstep: Class 51 contains 1006 members 
Mstep: Class 52 contains 5563 members 
Mstep: Class 53 contains 30221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194691248.000000 Penalty: 123671.273438
Iteration 149Q: 54 clusters Score -1.946912e+08 nChanged 7522
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 197361 members 
Mstep: Class 3 contains 85903 members 
Mstep: Class 4 contains 12623 members 
Mstep: Class 5 contains 44566 members 
Mstep: Class 6 contains 41236 members 
Mstep: Class 7 contains 97881 members 
Mstep: Class 8 contains 20277 members 
Mstep: Class 9 contains 37771 members 
Mstep: Class 10 contains 9355 members 
Mstep: Class 11 contains 169 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 8238 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 18504 members 
Mstep: Class 16 contains 70593 members 
Mstep: Class 17 contains 110701 members 
Mstep: Class 18 contains 114686 members 
Mstep: Class 19 contains 3481 members 
Mstep: Class 20 contains 79012 members 
Mstep: Class 21 contains 33794 members 
Mstep: Class 22 contains 31972 members 
Mstep: Class 23 contains 15481 members 
Mstep: Class 24 contains 3172 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1113 members 
Mstep: Class 28 contains 89149 members 
Mstep: Class 29 contains 5802 members 
Mstep: Class 30 contains 10102 members 
Mstep: Class 31 contains 66064 members 
Mstep: Class 32 contains 4963 members 
Mstep: Class 33 contains 37709 members 
Mstep: Class 34 contains 469 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 108245 members 
Mstep: Class 38 contains 1231 members 
Mstep: Class 39 contains 15569 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 483 members 
Mstep: Class 43 contains 23956 members 
Mstep: Class 44 contains 107058 members 
Mstep: Class 45 contains 107191 members 
Mstep: Class 46 contains 452 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 27553 members 
Mstep: Class 49 contains 11759 members 
Mstep: Class 50 contains 550 members 
Mstep: Class 51 contains 1005 members 
Mstep: Class 52 contains 5571 members 
Mstep: Class 53 contains 30580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194690832.000000 Penalty: 123671.273438
Iteration 150Q: 54 clusters Score -1.946908e+08 nChanged 7660
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 197332 members 
Mstep: Class 3 contains 85897 members 
Mstep: Class 4 contains 12602 members 
Mstep: Class 5 contains 43808 members 
Mstep: Class 6 contains 41191 members 
Mstep: Class 7 contains 97805 members 
Mstep: Class 8 contains 20131 members 
Mstep: Class 9 contains 37758 members 
Mstep: Class 10 contains 9362 members 
Mstep: Class 11 contains 169 members 
Mstep: Class 12 contains 361 members 
Mstep: Class 13 contains 8248 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 18520 members 
Mstep: Class 16 contains 70561 members 
Mstep: Class 17 contains 110876 members 
Mstep: Class 18 contains 113969 members 
Mstep: Class 19 contains 3485 members 
Mstep: Class 20 contains 78992 members 
Mstep: Class 21 contains 33785 members 
Mstep: Class 22 contains 31170 members 
Mstep: Class 23 contains 15440 members 
Mstep: Class 24 contains 3203 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1113 members 
Mstep: Class 28 contains 88871 members 
Mstep: Class 29 contains 5820 members 
Mstep: Class 30 contains 10050 members 
Mstep: Class 31 contains 66610 members 
Mstep: Class 32 contains 4972 members 
Mstep: Class 33 contains 37712 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1572 members 
Mstep: Class 37 contains 109289 members 
Mstep: Class 38 contains 1231 members 
Mstep: Class 39 contains 15739 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 484 members 
Mstep: Class 43 contains 23922 members 
Mstep: Class 44 contains 107176 members 
Mstep: Class 45 contains 107466 members 
Mstep: Class 46 contains 452 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 27890 members 
Mstep: Class 49 contains 11872 members 
Mstep: Class 50 contains 549 members 
Mstep: Class 51 contains 1003 members 
Mstep: Class 52 contains 5577 members 
Mstep: Class 53 contains 30918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194690704.000000 Penalty: 123671.273438
Iteration 151Q: 54 clusters Score -1.946907e+08 nChanged 7769
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 197329 members 
Mstep: Class 3 contains 85885 members 
Mstep: Class 4 contains 12557 members 
Mstep: Class 5 contains 43137 members 
Mstep: Class 6 contains 41130 members 
Mstep: Class 7 contains 97736 members 
Mstep: Class 8 contains 20001 members 
Mstep: Class 9 contains 37744 members 
Mstep: Class 10 contains 9368 members 
Mstep: Class 11 contains 169 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8265 members 
Mstep: Class 14 contains 695 members 
Mstep: Class 15 contains 18550 members 
Mstep: Class 16 contains 70515 members 
Mstep: Class 17 contains 111046 members 
Mstep: Class 18 contains 113366 members 
Mstep: Class 19 contains 3483 members 
Mstep: Class 20 contains 78915 members 
Mstep: Class 21 contains 33773 members 
Mstep: Class 22 contains 30440 members 
Mstep: Class 23 contains 15405 members 
Mstep: Class 24 contains 3239 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1113 members 
Mstep: Class 28 contains 88564 members 
Mstep: Class 29 contains 5834 members 
Mstep: Class 30 contains 9986 members 
Mstep: Class 31 contains 67170 members 
Mstep: Class 32 contains 4981 members 
Mstep: Class 33 contains 37699 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1573 members 
Mstep: Class 37 contains 110317 members 
Mstep: Class 38 contains 1232 members 
Mstep: Class 39 contains 15956 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 484 members 
Mstep: Class 43 contains 23897 members 
Mstep: Class 44 contains 107253 members 
Mstep: Class 45 contains 107525 members 
Mstep: Class 46 contains 453 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 28243 members 
Mstep: Class 49 contains 11945 members 
Mstep: Class 50 contains 548 members 
Mstep: Class 51 contains 1003 members 
Mstep: Class 52 contains 5587 members 
Mstep: Class 53 contains 31292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194690144.000000 Penalty: 123671.273438
Iteration 152Q: 54 clusters Score -1.946901e+08 nChanged 8016
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 197306 members 
Mstep: Class 3 contains 85911 members 
Mstep: Class 4 contains 12536 members 
Mstep: Class 5 contains 42390 members 
Mstep: Class 6 contains 41081 members 
Mstep: Class 7 contains 97667 members 
Mstep: Class 8 contains 19894 members 
Mstep: Class 9 contains 37732 members 
Mstep: Class 10 contains 9372 members 
Mstep: Class 11 contains 169 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8284 members 
Mstep: Class 14 contains 695 members 
Mstep: Class 15 contains 18558 members 
Mstep: Class 16 contains 70469 members 
Mstep: Class 17 contains 111227 members 
Mstep: Class 18 contains 112854 members 
Mstep: Class 19 contains 3483 members 
Mstep: Class 20 contains 78871 members 
Mstep: Class 21 contains 33770 members 
Mstep: Class 22 contains 29779 members 
Mstep: Class 23 contains 15358 members 
Mstep: Class 24 contains 3270 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1113 members 
Mstep: Class 28 contains 88275 members 
Mstep: Class 29 contains 5846 members 
Mstep: Class 30 contains 9912 members 
Mstep: Class 31 contains 67796 members 
Mstep: Class 32 contains 4992 members 
Mstep: Class 33 contains 37685 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1574 members 
Mstep: Class 37 contains 111279 members 
Mstep: Class 38 contains 1233 members 
Mstep: Class 39 contains 16151 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 484 members 
Mstep: Class 43 contains 23857 members 
Mstep: Class 44 contains 107289 members 
Mstep: Class 45 contains 107520 members 
Mstep: Class 46 contains 453 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 28616 members 
Mstep: Class 49 contains 12004 members 
Mstep: Class 50 contains 548 members 
Mstep: Class 51 contains 1003 members 
Mstep: Class 52 contains 5599 members 
Mstep: Class 53 contains 31635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194689968.000000 Penalty: 123671.273438
Iteration 153Q: 54 clusters Score -1.9469e+08 nChanged 7754
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 197300 members 
Mstep: Class 3 contains 85938 members 
Mstep: Class 4 contains 12544 members 
Mstep: Class 5 contains 41799 members 
Mstep: Class 6 contains 41035 members 
Mstep: Class 7 contains 97623 members 
Mstep: Class 8 contains 19791 members 
Mstep: Class 9 contains 37715 members 
Mstep: Class 10 contains 9378 members 
Mstep: Class 11 contains 169 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8322 members 
Mstep: Class 14 contains 695 members 
Mstep: Class 15 contains 18556 members 
Mstep: Class 16 contains 70412 members 
Mstep: Class 17 contains 111367 members 
Mstep: Class 18 contains 112418 members 
Mstep: Class 19 contains 3483 members 
Mstep: Class 20 contains 78804 members 
Mstep: Class 21 contains 33769 members 
Mstep: Class 22 contains 29148 members 
Mstep: Class 23 contains 15301 members 
Mstep: Class 24 contains 3306 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1113 members 
Mstep: Class 28 contains 88075 members 
Mstep: Class 29 contains 5852 members 
Mstep: Class 30 contains 9841 members 
Mstep: Class 31 contains 68305 members 
Mstep: Class 32 contains 5000 members 
Mstep: Class 33 contains 37672 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1574 members 
Mstep: Class 37 contains 112248 members 
Mstep: Class 38 contains 1233 members 
Mstep: Class 39 contains 16327 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 484 members 
Mstep: Class 43 contains 23819 members 
Mstep: Class 44 contains 107360 members 
Mstep: Class 45 contains 107294 members 
Mstep: Class 46 contains 453 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 28995 members 
Mstep: Class 49 contains 12062 members 
Mstep: Class 50 contains 548 members 
Mstep: Class 51 contains 1003 members 
Mstep: Class 52 contains 5603 members 
Mstep: Class 53 contains 31931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194690512.000000 Penalty: 123671.273438
Iteration 154Q: 54 clusters Score -1.946905e+08 nChanged 7589
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 197260 members 
Mstep: Class 3 contains 85971 members 
Mstep: Class 4 contains 12525 members 
Mstep: Class 5 contains 41087 members 
Mstep: Class 6 contains 40992 members 
Mstep: Class 7 contains 97552 members 
Mstep: Class 8 contains 19658 members 
Mstep: Class 9 contains 37711 members 
Mstep: Class 10 contains 9384 members 
Mstep: Class 11 contains 169 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8346 members 
Mstep: Class 14 contains 695 members 
Mstep: Class 15 contains 18564 members 
Mstep: Class 16 contains 70371 members 
Mstep: Class 17 contains 111503 members 
Mstep: Class 18 contains 112292 members 
Mstep: Class 19 contains 3483 members 
Mstep: Class 20 contains 78789 members 
Mstep: Class 21 contains 33771 members 
Mstep: Class 22 contains 28622 members 
Mstep: Class 23 contains 15276 members 
Mstep: Class 24 contains 3346 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1113 members 
Mstep: Class 28 contains 87871 members 
Mstep: Class 29 contains 5862 members 
Mstep: Class 30 contains 9778 members 
Mstep: Class 31 contains 68756 members 
Mstep: Class 32 contains 5009 members 
Mstep: Class 33 contains 37650 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1574 members 
Mstep: Class 37 contains 113047 members 
Mstep: Class 38 contains 1234 members 
Mstep: Class 39 contains 16464 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 484 members 
Mstep: Class 43 contains 23774 members 
Mstep: Class 44 contains 107488 members 
Mstep: Class 45 contains 107065 members 
Mstep: Class 46 contains 453 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 29358 members 
Mstep: Class 49 contains 12127 members 
Mstep: Class 50 contains 548 members 
Mstep: Class 51 contains 1002 members 
Mstep: Class 52 contains 5610 members 
Mstep: Class 53 contains 32144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194689696.000000 Penalty: 123671.273438
Iteration 155Q: 54 clusters Score -1.946897e+08 nChanged 7155
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 197254 members 
Mstep: Class 3 contains 85977 members 
Mstep: Class 4 contains 12519 members 
Mstep: Class 5 contains 40378 members 
Mstep: Class 6 contains 40929 members 
Mstep: Class 7 contains 97520 members 
Mstep: Class 8 contains 19541 members 
Mstep: Class 9 contains 37704 members 
Mstep: Class 10 contains 9389 members 
Mstep: Class 11 contains 169 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8375 members 
Mstep: Class 14 contains 695 members 
Mstep: Class 15 contains 18575 members 
Mstep: Class 16 contains 70328 members 
Mstep: Class 17 contains 111609 members 
Mstep: Class 18 contains 112266 members 
Mstep: Class 19 contains 3482 members 
Mstep: Class 20 contains 78763 members 
Mstep: Class 21 contains 33766 members 
Mstep: Class 22 contains 28197 members 
Mstep: Class 23 contains 15241 members 
Mstep: Class 24 contains 3374 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1113 members 
Mstep: Class 28 contains 87701 members 
Mstep: Class 29 contains 5869 members 
Mstep: Class 30 contains 9726 members 
Mstep: Class 31 contains 69140 members 
Mstep: Class 32 contains 5015 members 
Mstep: Class 33 contains 37654 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1574 members 
Mstep: Class 37 contains 113744 members 
Mstep: Class 38 contains 1236 members 
Mstep: Class 39 contains 16469 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 485 members 
Mstep: Class 43 contains 23725 members 
Mstep: Class 44 contains 107666 members 
Mstep: Class 45 contains 106807 members 
Mstep: Class 46 contains 453 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 29695 members 
Mstep: Class 49 contains 12182 members 
Mstep: Class 50 contains 548 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 5616 members 
Mstep: Class 53 contains 32385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194688720.000000 Penalty: 123671.273438
Iteration 156Q: 54 clusters Score -1.946887e+08 nChanged 6716
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 197234 members 
Mstep: Class 3 contains 86014 members 
Mstep: Class 4 contains 12520 members 
Mstep: Class 5 contains 39704 members 
Mstep: Class 6 contains 40889 members 
Mstep: Class 7 contains 97555 members 
Mstep: Class 8 contains 19439 members 
Mstep: Class 9 contains 37701 members 
Mstep: Class 10 contains 9385 members 
Mstep: Class 11 contains 169 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8401 members 
Mstep: Class 14 contains 695 members 
Mstep: Class 15 contains 18580 members 
Mstep: Class 16 contains 70284 members 
Mstep: Class 17 contains 111711 members 
Mstep: Class 18 contains 112344 members 
Mstep: Class 19 contains 3481 members 
Mstep: Class 20 contains 78668 members 
Mstep: Class 21 contains 33768 members 
Mstep: Class 22 contains 27838 members 
Mstep: Class 23 contains 15192 members 
Mstep: Class 24 contains 3396 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1113 members 
Mstep: Class 28 contains 87576 members 
Mstep: Class 29 contains 5879 members 
Mstep: Class 30 contains 9659 members 
Mstep: Class 31 contains 69464 members 
Mstep: Class 32 contains 5025 members 
Mstep: Class 33 contains 37664 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1574 members 
Mstep: Class 37 contains 114327 members 
Mstep: Class 38 contains 1237 members 
Mstep: Class 39 contains 16469 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 486 members 
Mstep: Class 43 contains 23655 members 
Mstep: Class 44 contains 107834 members 
Mstep: Class 45 contains 106482 members 
Mstep: Class 46 contains 453 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 30050 members 
Mstep: Class 49 contains 12224 members 
Mstep: Class 50 contains 548 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 5627 members 
Mstep: Class 53 contains 32642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194688832.000000 Penalty: 123671.273438
Iteration 157Q: 54 clusters Score -1.946888e+08 nChanged 6434
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 197238 members 
Mstep: Class 3 contains 86011 members 
Mstep: Class 4 contains 12518 members 
Mstep: Class 5 contains 39001 members 
Mstep: Class 6 contains 40843 members 
Mstep: Class 7 contains 97567 members 
Mstep: Class 8 contains 19346 members 
Mstep: Class 9 contains 37700 members 
Mstep: Class 10 contains 9385 members 
Mstep: Class 11 contains 169 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8435 members 
Mstep: Class 14 contains 695 members 
Mstep: Class 15 contains 18577 members 
Mstep: Class 16 contains 70242 members 
Mstep: Class 17 contains 111840 members 
Mstep: Class 18 contains 112648 members 
Mstep: Class 19 contains 3475 members 
Mstep: Class 20 contains 78548 members 
Mstep: Class 21 contains 33769 members 
Mstep: Class 22 contains 27620 members 
Mstep: Class 23 contains 15133 members 
Mstep: Class 24 contains 3414 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 87415 members 
Mstep: Class 29 contains 5889 members 
Mstep: Class 30 contains 9567 members 
Mstep: Class 31 contains 69769 members 
Mstep: Class 32 contains 5027 members 
Mstep: Class 33 contains 37666 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1574 members 
Mstep: Class 37 contains 114737 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 16346 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 23600 members 
Mstep: Class 44 contains 108041 members 
Mstep: Class 45 contains 106161 members 
Mstep: Class 46 contains 453 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 30417 members 
Mstep: Class 49 contains 12268 members 
Mstep: Class 50 contains 549 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 5643 members 
Mstep: Class 53 contains 32905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194689712.000000 Penalty: 123671.273438
Iteration 158Q: 54 clusters Score -1.946897e+08 nChanged 6422
Entering ConstructFrom: 
Score: -194689712.000000 Penalty: 123671.273438
Entering ConstructFrom: 
Trying to split cluster 1 (23506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Entering Unmasked Estep 
Score: -2736675.000000 Penalty: 1635.564331
	Iteration 0F: 2 clusters Score -2736675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -2720819.750000 Penalty: 3271.128662
	Iteration 0F: 3 clusters Score -2720820 nChanged 10691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -2726548.250000 Penalty: 3271.128662
	Iteration 1F: 3 clusters Score -2726548 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -2726839.500000 Penalty: 3271.128662
	Iteration 2Q: 3 clusters Score -2726840 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -2727118.500000 Penalty: 3271.128662
	Iteration 3Q: 3 clusters Score -2727118 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -2727427.000000 Penalty: 3271.128662
	Iteration 4Q: 3 clusters Score -2727427 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -2727829.750000 Penalty: 3271.128662
	Iteration 5Q: 3 clusters Score -2727830 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -2728414.750000 Penalty: 3271.128662
	Iteration 6Q: 3 clusters Score -2728415 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -2729214.500000 Penalty: 3271.128662
	Iteration 7Q: 3 clusters Score -2729214 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -2730198.000000 Penalty: 3271.128662
	Iteration 8F: 3 clusters Score -2730198 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -2731286.750000 Penalty: 3271.128662
	Iteration 9F: 3 clusters Score -2731287 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -2732266.000000 Penalty: 3271.128662
	Iteration 10F: 3 clusters Score -2732266 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -2732977.750000 Penalty: 3271.128662
	Iteration 11F: 3 clusters Score -2732978 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -2733372.750000 Penalty: 3271.128662
	Iteration 12Q: 3 clusters Score -2733373 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -2733598.500000 Penalty: 3271.128662
	Iteration 13Q: 3 clusters Score -2733598 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -2733776.500000 Penalty: 3271.128662
	Iteration 14Q: 3 clusters Score -2733776 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -2733921.750000 Penalty: 3271.128662
	Iteration 15Q: 3 clusters Score -2733922 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -2734047.000000 Penalty: 3271.128662
	Iteration 16Q: 3 clusters Score -2734047 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -2734218.000000 Penalty: 3271.128662
	Iteration 17Q: 3 clusters Score -2734218 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -2734391.750000 Penalty: 3271.128662
	Iteration 18Q: 3 clusters Score -2734392 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -2734532.000000 Penalty: 3271.128662
	Iteration 19Q: 3 clusters Score -2734532 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -2734622.250000 Penalty: 3271.128662
	Iteration 20F: 3 clusters Score -2734622 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -2734698.250000 Penalty: 3271.128662
	Iteration 21Q: 3 clusters Score -2734698 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -2734747.750000 Penalty: 3271.128662
	Iteration 22Q: 3 clusters Score -2734748 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -2734783.750000 Penalty: 3271.128662
	Iteration 23Q: 3 clusters Score -2734784 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -2734812.000000 Penalty: 3271.128662
	Iteration 24Q: 3 clusters Score -2734812 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -2734832.000000 Penalty: 3271.128662
	Iteration 25Q: 3 clusters Score -2734832 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -2734849.250000 Penalty: 3271.128662
	Iteration 26Q: 3 clusters Score -2734849 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -2734864.250000 Penalty: 3271.128662
	Iteration 27Q: 3 clusters Score -2734864 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -2734867.750000 Penalty: 3271.128662
	Iteration 28Q: 3 clusters Score -2734868 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -2734874.500000 Penalty: 3271.128662
	Iteration 29Q: 3 clusters Score -2734874 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -2734873.000000 Penalty: 3271.128662
	Iteration 30Q: 3 clusters Score -2734873 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -2734871.500000 Penalty: 3271.128662
	Iteration 31Q: 3 clusters Score -2734872 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -2734873.000000 Penalty: 3271.128662
	Iteration 32Q: 3 clusters Score -2734873 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -2734875.750000 Penalty: 3271.128662
	Iteration 33Q: 3 clusters Score -2734876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -2734875.500000 Penalty: 3271.128662
	Iteration 34Q: 3 clusters Score -2734876 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -2734880.000000 Penalty: 3271.128662
	Iteration 35Q: 3 clusters Score -2734880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -2734877.000000 Penalty: 3271.128662
	Iteration 36Q: 3 clusters Score -2734877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -2734873.000000 Penalty: 3271.128662
	Iteration 37Q: 3 clusters Score -2734873 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -2734876.250000 Penalty: 3271.128662
	Iteration 38Q: 3 clusters Score -2734876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -2734873.000000 Penalty: 3271.128662
	Iteration 39Q: 3 clusters Score -2734873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -2734876.500000 Penalty: 3271.128662
	Iteration 40F: 3 clusters Score -2734876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -2734879.750000 Penalty: 3271.128662
	Iteration 41Q: 3 clusters Score -2734880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -2734874.250000 Penalty: 3271.128662
	Iteration 42Q: 3 clusters Score -2734874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -2734874.250000 Penalty: 3271.128662
	Iteration 43F: 3 clusters Score -2734874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (197213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197213 members 
Entering Unmasked Estep 
Score: -22595616.000000 Penalty: 1981.206421
	Iteration 0F: 2 clusters Score -2.259562e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98953 members 
Mstep: Class 2 contains 98260 members 
Entering Unmasked Estep 
Score: -22487922.000000 Penalty: 3962.412842
	Iteration 0F: 3 clusters Score -2.248792e+07 nChanged 95673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104756 members 
Mstep: Class 2 contains 92457 members 
Entering Unmasked Estep 
Score: -22545700.000000 Penalty: 3962.412842
	Iteration 1F: 3 clusters Score -2.25457e+07 nChanged 7555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108241 members 
Mstep: Class 2 contains 88972 members 
Entering Unmasked Estep 
Score: -22547968.000000 Penalty: 3962.412842
	Iteration 2Q: 3 clusters Score -2.254797e+07 nChanged 9168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112977 members 
Mstep: Class 2 contains 84236 members 
Entering Unmasked Estep 
Score: -22551614.000000 Penalty: 3962.412842
	Iteration 3Q: 3 clusters Score -2.255161e+07 nChanged 11090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118981 members 
Mstep: Class 2 contains 78232 members 
Entering Unmasked Estep 
Score: -22557250.000000 Penalty: 3962.412842
	Iteration 4F: 3 clusters Score -2.255725e+07 nChanged 12813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125416 members 
Mstep: Class 2 contains 71797 members 
Entering Unmasked Estep 
Score: -22565178.000000 Penalty: 3962.412842
	Iteration 5F: 3 clusters Score -2.256518e+07 nChanged 13371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130385 members 
Mstep: Class 2 contains 66828 members 
Entering Unmasked Estep 
Score: -22574028.000000 Penalty: 3962.412842
	Iteration 6F: 3 clusters Score -2.257403e+07 nChanged 12200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132273 members 
Mstep: Class 2 contains 64940 members 
Entering Unmasked Estep 
Score: -22580858.000000 Penalty: 3962.412842
	Iteration 7F: 3 clusters Score -2.258086e+07 nChanged 9108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131825 members 
Mstep: Class 2 contains 65388 members 
Entering Unmasked Estep 
Score: -22583770.000000 Penalty: 3962.412842
	Iteration 8Q: 3 clusters Score -2.258377e+07 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130462 members 
Mstep: Class 2 contains 66751 members 
Entering Unmasked Estep 
Score: -22584412.000000 Penalty: 3962.412842
	Iteration 9Q: 3 clusters Score -2.258441e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128815 members 
Mstep: Class 2 contains 68398 members 
Entering Unmasked Estep 
Score: -22584524.000000 Penalty: 3962.412842
	Iteration 10Q: 3 clusters Score -2.258452e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127020 members 
Mstep: Class 2 contains 70193 members 
Entering Unmasked Estep 
Score: -22584488.000000 Penalty: 3962.412842
	Iteration 11Q: 3 clusters Score -2.258449e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125081 members 
Mstep: Class 2 contains 72132 members 
Entering Unmasked Estep 
Score: -22584540.000000 Penalty: 3962.412842
	Iteration 12Q: 3 clusters Score -2.258454e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123074 members 
Mstep: Class 2 contains 74139 members 
Entering Unmasked Estep 
Score: -22584772.000000 Penalty: 3962.412842
	Iteration 13Q: 3 clusters Score -2.258477e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120969 members 
Mstep: Class 2 contains 76244 members 
Entering Unmasked Estep 
Score: -22584624.000000 Penalty: 3962.412842
	Iteration 14Q: 3 clusters Score -2.258462e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118776 members 
Mstep: Class 2 contains 78437 members 
Entering Unmasked Estep 
Score: -22584418.000000 Penalty: 3962.412842
	Iteration 15Q: 3 clusters Score -2.258442e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116534 members 
Mstep: Class 2 contains 80679 members 
Entering Unmasked Estep 
Score: -22584456.000000 Penalty: 3962.412842
	Iteration 16Q: 3 clusters Score -2.258446e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114144 members 
Mstep: Class 2 contains 83069 members 
Entering Unmasked Estep 
Score: -22584514.000000 Penalty: 3962.412842
	Iteration 17Q: 3 clusters Score -2.258451e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111730 members 
Mstep: Class 2 contains 85483 members 
Entering Unmasked Estep 
Score: -22584906.000000 Penalty: 3962.412842
	Iteration 18Q: 3 clusters Score -2.258491e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109324 members 
Mstep: Class 2 contains 87889 members 
Entering Unmasked Estep 
Score: -22585264.000000 Penalty: 3962.412842
	Iteration 19Q: 3 clusters Score -2.258526e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107017 members 
Mstep: Class 2 contains 90196 members 
Entering Unmasked Estep 
Score: -22585386.000000 Penalty: 3962.412842
	Iteration 20F: 3 clusters Score -2.258539e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104665 members 
Mstep: Class 2 contains 92548 members 
Entering Unmasked Estep 
Score: -22585636.000000 Penalty: 3962.412842
	Iteration 21Q: 3 clusters Score -2.258564e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102464 members 
Mstep: Class 2 contains 94749 members 
Entering Unmasked Estep 
Score: -22585766.000000 Penalty: 3962.412842
	Iteration 22Q: 3 clusters Score -2.258577e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100265 members 
Mstep: Class 2 contains 96948 members 
Entering Unmasked Estep 
Score: -22586076.000000 Penalty: 3962.412842
	Iteration 23Q: 3 clusters Score -2.258608e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98300 members 
Mstep: Class 2 contains 98913 members 
Entering Unmasked Estep 
Score: -22586534.000000 Penalty: 3962.412842
	Iteration 24Q: 3 clusters Score -2.258653e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96424 members 
Mstep: Class 2 contains 100789 members 
Entering Unmasked Estep 
Score: -22586732.000000 Penalty: 3962.412842
	Iteration 25Q: 3 clusters Score -2.258673e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94705 members 
Mstep: Class 2 contains 102508 members 
Entering Unmasked Estep 
Score: -22586862.000000 Penalty: 3962.412842
	Iteration 26Q: 3 clusters Score -2.258686e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93196 members 
Mstep: Class 2 contains 104017 members 
Entering Unmasked Estep 
Score: -22586940.000000 Penalty: 3962.412842
	Iteration 27Q: 3 clusters Score -2.258694e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91891 members 
Mstep: Class 2 contains 105322 members 
Entering Unmasked Estep 
Score: -22587156.000000 Penalty: 3962.412842
	Iteration 28Q: 3 clusters Score -2.258716e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90775 members 
Mstep: Class 2 contains 106438 members 
Entering Unmasked Estep 
Score: -22587208.000000 Penalty: 3962.412842
	Iteration 29Q: 3 clusters Score -2.258721e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89775 members 
Mstep: Class 2 contains 107438 members 
Entering Unmasked Estep 
Score: -22587386.000000 Penalty: 3962.412842
	Iteration 30Q: 3 clusters Score -2.258739e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88912 members 
Mstep: Class 2 contains 108301 members 
Entering Unmasked Estep 
Score: -22587470.000000 Penalty: 3962.412842
	Iteration 31Q: 3 clusters Score -2.258747e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88156 members 
Mstep: Class 2 contains 109057 members 
Entering Unmasked Estep 
Score: -22587540.000000 Penalty: 3962.412842
	Iteration 32Q: 3 clusters Score -2.258754e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87509 members 
Mstep: Class 2 contains 109704 members 
Entering Unmasked Estep 
Score: -22587626.000000 Penalty: 3962.412842
	Iteration 33Q: 3 clusters Score -2.258763e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86878 members 
Mstep: Class 2 contains 110335 members 
Entering Unmasked Estep 
Score: -22587706.000000 Penalty: 3962.412842
	Iteration 34Q: 3 clusters Score -2.258771e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86374 members 
Mstep: Class 2 contains 110839 members 
Entering Unmasked Estep 
Score: -22587760.000000 Penalty: 3962.412842
	Iteration 35Q: 3 clusters Score -2.258776e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85918 members 
Mstep: Class 2 contains 111295 members 
Entering Unmasked Estep 
Score: -22587820.000000 Penalty: 3962.412842
	Iteration 36Q: 3 clusters Score -2.258782e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85505 members 
Mstep: Class 2 contains 111708 members 
Entering Unmasked Estep 
Score: -22587814.000000 Penalty: 3962.412842
	Iteration 37Q: 3 clusters Score -2.258781e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85148 members 
Mstep: Class 2 contains 112065 members 
Entering Unmasked Estep 
Score: -22587714.000000 Penalty: 3962.412842
	Iteration 38Q: 3 clusters Score -2.258771e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84808 members 
Mstep: Class 2 contains 112405 members 
Entering Unmasked Estep 
Score: -22587790.000000 Penalty: 3962.412842
	Iteration 39Q: 3 clusters Score -2.258779e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84552 members 
Mstep: Class 2 contains 112661 members 
Entering Unmasked Estep 
Score: -22587810.000000 Penalty: 3962.412842
	Iteration 40F: 3 clusters Score -2.258781e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84418 members 
Mstep: Class 2 contains 112795 members 
Entering Unmasked Estep 
Score: -22587866.000000 Penalty: 3962.412842
	Iteration 41Q: 3 clusters Score -2.258787e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84307 members 
Mstep: Class 2 contains 112906 members 
Entering Unmasked Estep 
Score: -22587862.000000 Penalty: 3962.412842
	Iteration 42Q: 3 clusters Score -2.258786e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84235 members 
Mstep: Class 2 contains 112978 members 
Entering Unmasked Estep 
Score: -22588076.000000 Penalty: 3962.412842
	Iteration 43Q: 3 clusters Score -2.258808e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84223 members 
Mstep: Class 2 contains 112990 members 
Entering Unmasked Estep 
Score: -22588020.000000 Penalty: 3962.412842
	Iteration 44Q: 3 clusters Score -2.258802e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84226 members 
Mstep: Class 2 contains 112987 members 
Entering Unmasked Estep 
Score: -22588016.000000 Penalty: 3962.412842
	Iteration 45Q: 3 clusters Score -2.258802e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84239 members 
Mstep: Class 2 contains 112974 members 
Entering Unmasked Estep 
Score: -22588046.000000 Penalty: 3962.412842
	Iteration 46Q: 3 clusters Score -2.258805e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84269 members 
Mstep: Class 2 contains 112944 members 
Entering Unmasked Estep 
Score: -22588062.000000 Penalty: 3962.412842
	Iteration 47Q: 3 clusters Score -2.258806e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84364 members 
Mstep: Class 2 contains 112849 members 
Entering Unmasked Estep 
Score: -22588020.000000 Penalty: 3962.412842
	Iteration 48Q: 3 clusters Score -2.258802e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84480 members 
Mstep: Class 2 contains 112733 members 
Entering Unmasked Estep 
Score: -22588058.000000 Penalty: 3962.412842
	Iteration 49Q: 3 clusters Score -2.258806e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84636 members 
Mstep: Class 2 contains 112577 members 
Entering Unmasked Estep 
Score: -22588040.000000 Penalty: 3962.412842
	Iteration 50Q: 3 clusters Score -2.258804e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84830 members 
Mstep: Class 2 contains 112383 members 
Entering Unmasked Estep 
Score: -22587988.000000 Penalty: 3962.412842
	Iteration 51Q: 3 clusters Score -2.258799e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85019 members 
Mstep: Class 2 contains 112194 members 
Entering Unmasked Estep 
Score: -22588060.000000 Penalty: 3962.412842
	Iteration 52Q: 3 clusters Score -2.258806e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85255 members 
Mstep: Class 2 contains 111958 members 
Entering Unmasked Estep 
Score: -22588106.000000 Penalty: 3962.412842
	Iteration 53Q: 3 clusters Score -2.258811e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85513 members 
Mstep: Class 2 contains 111700 members 
Entering Unmasked Estep 
Score: -22588130.000000 Penalty: 3962.412842
	Iteration 54Q: 3 clusters Score -2.258813e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85823 members 
Mstep: Class 2 contains 111390 members 
Entering Unmasked Estep 
Score: -22588082.000000 Penalty: 3962.412842
	Iteration 55Q: 3 clusters Score -2.258808e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86145 members 
Mstep: Class 2 contains 111068 members 
Entering Unmasked Estep 
Score: -22588028.000000 Penalty: 3962.412842
	Iteration 56Q: 3 clusters Score -2.258803e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86472 members 
Mstep: Class 2 contains 110741 members 
Entering Unmasked Estep 
Score: -22587984.000000 Penalty: 3962.412842
	Iteration 57Q: 3 clusters Score -2.258798e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86792 members 
Mstep: Class 2 contains 110421 members 
Entering Unmasked Estep 
Score: -22587972.000000 Penalty: 3962.412842
	Iteration 58Q: 3 clusters Score -2.258797e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87146 members 
Mstep: Class 2 contains 110067 members 
Entering Unmasked Estep 
Score: -22587886.000000 Penalty: 3962.412842
	Iteration 59Q: 3 clusters Score -2.258789e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87506 members 
Mstep: Class 2 contains 109707 members 
Entering Unmasked Estep 
Score: -22587902.000000 Penalty: 3962.412842
	Iteration 60F: 3 clusters Score -2.25879e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87936 members 
Mstep: Class 2 contains 109277 members 
Entering Unmasked Estep 
Score: -22587894.000000 Penalty: 3962.412842
	Iteration 61Q: 3 clusters Score -2.258789e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88368 members 
Mstep: Class 2 contains 108845 members 
Entering Unmasked Estep 
Score: -22587934.000000 Penalty: 3962.412842
	Iteration 62Q: 3 clusters Score -2.258793e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88849 members 
Mstep: Class 2 contains 108364 members 
Entering Unmasked Estep 
Score: -22588054.000000 Penalty: 3962.412842
	Iteration 63Q: 3 clusters Score -2.258805e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89316 members 
Mstep: Class 2 contains 107897 members 
Entering Unmasked Estep 
Score: -22588050.000000 Penalty: 3962.412842
	Iteration 64Q: 3 clusters Score -2.258805e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89757 members 
Mstep: Class 2 contains 107456 members 
Entering Unmasked Estep 
Score: -22588062.000000 Penalty: 3962.412842
	Iteration 65Q: 3 clusters Score -2.258806e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90243 members 
Mstep: Class 2 contains 106970 members 
Entering Unmasked Estep 
Score: -22588134.000000 Penalty: 3962.412842
	Iteration 66Q: 3 clusters Score -2.258813e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90800 members 
Mstep: Class 2 contains 106413 members 
Entering Unmasked Estep 
Score: -22588066.000000 Penalty: 3962.412842
	Iteration 67Q: 3 clusters Score -2.258807e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91380 members 
Mstep: Class 2 contains 105833 members 
Entering Unmasked Estep 
Score: -22588042.000000 Penalty: 3962.412842
	Iteration 68Q: 3 clusters Score -2.258804e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91917 members 
Mstep: Class 2 contains 105296 members 
Entering Unmasked Estep 
Score: -22588148.000000 Penalty: 3962.412842
	Iteration 69Q: 3 clusters Score -2.258815e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92507 members 
Mstep: Class 2 contains 104706 members 
Entering Unmasked Estep 
Score: -22588216.000000 Penalty: 3962.412842
	Iteration 70Q: 3 clusters Score -2.258822e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93101 members 
Mstep: Class 2 contains 104112 members 
Entering Unmasked Estep 
Score: -22588360.000000 Penalty: 3962.412842
	Iteration 71Q: 3 clusters Score -2.258836e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93785 members 
Mstep: Class 2 contains 103428 members 
Entering Unmasked Estep 
Score: -22588402.000000 Penalty: 3962.412842
	Iteration 72Q: 3 clusters Score -2.25884e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94475 members 
Mstep: Class 2 contains 102738 members 
Entering Unmasked Estep 
Score: -22588596.000000 Penalty: 3962.412842
	Iteration 73Q: 3 clusters Score -2.25886e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95136 members 
Mstep: Class 2 contains 102077 members 
Entering Unmasked Estep 
Score: -22588732.000000 Penalty: 3962.412842
	Iteration 74Q: 3 clusters Score -2.258873e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95796 members 
Mstep: Class 2 contains 101417 members 
Entering Unmasked Estep 
Score: -22588876.000000 Penalty: 3962.412842
	Iteration 75Q: 3 clusters Score -2.258888e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96354 members 
Mstep: Class 2 contains 100859 members 
Entering Unmasked Estep 
Score: -22588988.000000 Penalty: 3962.412842
	Iteration 76Q: 3 clusters Score -2.258899e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96846 members 
Mstep: Class 2 contains 100367 members 
Entering Unmasked Estep 
Score: -22589184.000000 Penalty: 3962.412842
	Iteration 77Q: 3 clusters Score -2.258918e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97309 members 
Mstep: Class 2 contains 99904 members 
Entering Unmasked Estep 
Score: -22589294.000000 Penalty: 3962.412842
	Iteration 78Q: 3 clusters Score -2.258929e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97697 members 
Mstep: Class 2 contains 99516 members 
Entering Unmasked Estep 
Score: -22589326.000000 Penalty: 3962.412842
	Iteration 79Q: 3 clusters Score -2.258933e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98091 members 
Mstep: Class 2 contains 99122 members 
Entering Unmasked Estep 
Score: -22589416.000000 Penalty: 3962.412842
	Iteration 80F: 3 clusters Score -2.258942e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98437 members 
Mstep: Class 2 contains 98776 members 
Entering Unmasked Estep 
Score: -22589524.000000 Penalty: 3962.412842
	Iteration 81Q: 3 clusters Score -2.258952e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98791 members 
Mstep: Class 2 contains 98422 members 
Entering Unmasked Estep 
Score: -22589708.000000 Penalty: 3962.412842
	Iteration 82Q: 3 clusters Score -2.258971e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99094 members 
Mstep: Class 2 contains 98119 members 
Entering Unmasked Estep 
Score: -22589846.000000 Penalty: 3962.412842
	Iteration 83Q: 3 clusters Score -2.258985e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99414 members 
Mstep: Class 2 contains 97799 members 
Entering Unmasked Estep 
Score: -22590050.000000 Penalty: 3962.412842
	Iteration 84Q: 3 clusters Score -2.259005e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99660 members 
Mstep: Class 2 contains 97553 members 
Entering Unmasked Estep 
Score: -22590108.000000 Penalty: 3962.412842
	Iteration 85Q: 3 clusters Score -2.259011e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99874 members 
Mstep: Class 2 contains 97339 members 
Entering Unmasked Estep 
Score: -22590242.000000 Penalty: 3962.412842
	Iteration 86Q: 3 clusters Score -2.259024e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100079 members 
Mstep: Class 2 contains 97134 members 
Entering Unmasked Estep 
Score: -22590476.000000 Penalty: 3962.412842
	Iteration 87Q: 3 clusters Score -2.259048e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100252 members 
Mstep: Class 2 contains 96961 members 
Entering Unmasked Estep 
Score: -22590558.000000 Penalty: 3962.412842
	Iteration 88Q: 3 clusters Score -2.259056e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100393 members 
Mstep: Class 2 contains 96820 members 
Entering Unmasked Estep 
Score: -22590624.000000 Penalty: 3962.412842
	Iteration 89Q: 3 clusters Score -2.259062e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100496 members 
Mstep: Class 2 contains 96717 members 
Entering Unmasked Estep 
Score: -22590844.000000 Penalty: 3962.412842
	Iteration 90Q: 3 clusters Score -2.259084e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100555 members 
Mstep: Class 2 contains 96658 members 
Entering Unmasked Estep 
Score: -22590944.000000 Penalty: 3962.412842
	Iteration 91Q: 3 clusters Score -2.259094e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100577 members 
Mstep: Class 2 contains 96636 members 
Entering Unmasked Estep 
Score: -22591032.000000 Penalty: 3962.412842
	Iteration 92Q: 3 clusters Score -2.259103e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100573 members 
Mstep: Class 2 contains 96640 members 
Entering Unmasked Estep 
Score: -22591150.000000 Penalty: 3962.412842
	Iteration 93Q: 3 clusters Score -2.259115e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100535 members 
Mstep: Class 2 contains 96678 members 
Entering Unmasked Estep 
Score: -22591166.000000 Penalty: 3962.412842
	Iteration 94Q: 3 clusters Score -2.259117e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100476 members 
Mstep: Class 2 contains 96737 members 
Entering Unmasked Estep 
Score: -22591308.000000 Penalty: 3962.412842
	Iteration 95Q: 3 clusters Score -2.259131e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100384 members 
Mstep: Class 2 contains 96829 members 
Entering Unmasked Estep 
Score: -22591398.000000 Penalty: 3962.412842
	Iteration 96Q: 3 clusters Score -2.25914e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100275 members 
Mstep: Class 2 contains 96938 members 
Entering Unmasked Estep 
Score: -22591490.000000 Penalty: 3962.412842
	Iteration 97Q: 3 clusters Score -2.259149e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100188 members 
Mstep: Class 2 contains 97025 members 
Entering Unmasked Estep 
Score: -22591526.000000 Penalty: 3962.412842
	Iteration 98Q: 3 clusters Score -2.259153e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100054 members 
Mstep: Class 2 contains 97159 members 
Entering Unmasked Estep 
Score: -22591600.000000 Penalty: 3962.412842
	Iteration 99Q: 3 clusters Score -2.25916e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99930 members 
Mstep: Class 2 contains 97283 members 
Entering Unmasked Estep 
Score: -22591768.000000 Penalty: 3962.412842
	Iteration 100F: 3 clusters Score -2.259177e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99817 members 
Mstep: Class 2 contains 97396 members 
Entering Unmasked Estep 
Score: -22591828.000000 Penalty: 3962.412842
	Iteration 101Q: 3 clusters Score -2.259183e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99726 members 
Mstep: Class 2 contains 97487 members 
Entering Unmasked Estep 
Score: -22591882.000000 Penalty: 3962.412842
	Iteration 102Q: 3 clusters Score -2.259188e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99650 members 
Mstep: Class 2 contains 97563 members 
Entering Unmasked Estep 
Score: -22591946.000000 Penalty: 3962.412842
	Iteration 103Q: 3 clusters Score -2.259195e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99550 members 
Mstep: Class 2 contains 97663 members 
Entering Unmasked Estep 
Score: -22591962.000000 Penalty: 3962.412842
	Iteration 104Q: 3 clusters Score -2.259196e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99488 members 
Mstep: Class 2 contains 97725 members 
Entering Unmasked Estep 
Score: -22592028.000000 Penalty: 3962.412842
	Iteration 105Q: 3 clusters Score -2.259203e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99412 members 
Mstep: Class 2 contains 97801 members 
Entering Unmasked Estep 
Score: -22592056.000000 Penalty: 3962.412842
	Iteration 106Q: 3 clusters Score -2.259206e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99339 members 
Mstep: Class 2 contains 97874 members 
Entering Unmasked Estep 
Score: -22592072.000000 Penalty: 3962.412842
	Iteration 107Q: 3 clusters Score -2.259207e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99241 members 
Mstep: Class 2 contains 97972 members 
Entering Unmasked Estep 
Score: -22592074.000000 Penalty: 3962.412842
	Iteration 108Q: 3 clusters Score -2.259207e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99150 members 
Mstep: Class 2 contains 98063 members 
Entering Unmasked Estep 
Score: -22592174.000000 Penalty: 3962.412842
	Iteration 109Q: 3 clusters Score -2.259217e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99064 members 
Mstep: Class 2 contains 98149 members 
Entering Unmasked Estep 
Score: -22592202.000000 Penalty: 3962.412842
	Iteration 110Q: 3 clusters Score -2.25922e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99031 members 
Mstep: Class 2 contains 98182 members 
Entering Unmasked Estep 
Score: -22592212.000000 Penalty: 3962.412842
	Iteration 111Q: 3 clusters Score -2.259221e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99005 members 
Mstep: Class 2 contains 98208 members 
Entering Unmasked Estep 
Score: -22592290.000000 Penalty: 3962.412842
	Iteration 112Q: 3 clusters Score -2.259229e+07 nChanged 420
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98963 members 
Mstep: Class 2 contains 98250 members 
Entering Unmasked Estep 
Score: -22592300.000000 Penalty: 3962.412842
	Iteration 113Q: 3 clusters Score -2.25923e+07 nChanged 388
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98923 members 
Mstep: Class 2 contains 98290 members 
Entering Unmasked Estep 
Score: -22592334.000000 Penalty: 3962.412842
	Iteration 114Q: 3 clusters Score -2.259233e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98916 members 
Mstep: Class 2 contains 98297 members 
Entering Unmasked Estep 
Score: -22592266.000000 Penalty: 3962.412842
	Iteration 115Q: 3 clusters Score -2.259227e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98896 members 
Mstep: Class 2 contains 98317 members 
Entering Unmasked Estep 
Score: -22592266.000000 Penalty: 3962.412842
	Iteration 116Q: 3 clusters Score -2.259227e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98870 members 
Mstep: Class 2 contains 98343 members 
Entering Unmasked Estep 
Score: -22592298.000000 Penalty: 3962.412842
	Iteration 117Q: 3 clusters Score -2.25923e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98826 members 
Mstep: Class 2 contains 98387 members 
Entering Unmasked Estep 
Score: -22592348.000000 Penalty: 3962.412842
	Iteration 118Q: 3 clusters Score -2.259235e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98803 members 
Mstep: Class 2 contains 98410 members 
Entering Unmasked Estep 
Score: -22592336.000000 Penalty: 3962.412842
	Iteration 119Q: 3 clusters Score -2.259234e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98790 members 
Mstep: Class 2 contains 98423 members 
Entering Unmasked Estep 
Score: -22592392.000000 Penalty: 3962.412842
	Iteration 120F: 3 clusters Score -2.259239e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98787 members 
Mstep: Class 2 contains 98426 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2.259237e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98778 members 
Mstep: Class 2 contains 98435 members 
Entering Unmasked Estep 
Score: -22592392.000000 Penalty: 3962.412842
	Iteration 122Q: 3 clusters Score -2.259239e+07 nChanged 336
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98762 members 
Mstep: Class 2 contains 98451 members 
Entering Unmasked Estep 
Score: -22592448.000000 Penalty: 3962.412842
	Iteration 123Q: 3 clusters Score -2.259245e+07 nChanged 327
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98737 members 
Mstep: Class 2 contains 98476 members 
Entering Unmasked Estep 
Score: -22592494.000000 Penalty: 3962.412842
	Iteration 124Q: 3 clusters Score -2.259249e+07 nChanged 300
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98679 members 
Mstep: Class 2 contains 98534 members 
Entering Unmasked Estep 
Score: -22592464.000000 Penalty: 3962.412842
	Iteration 125Q: 3 clusters Score -2.259246e+07 nChanged 255
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98598 members 
Mstep: Class 2 contains 98615 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2.259248e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98520 members 
Mstep: Class 2 contains 98693 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2.259253e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98436 members 
Mstep: Class 2 contains 98777 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2.259258e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98361 members 
Mstep: Class 2 contains 98852 members 
Entering Unmasked Estep 
Score: -22592604.000000 Penalty: 3962.412842
	Iteration 129Q: 3 clusters Score -2.25926e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98292 members 
Mstep: Class 2 contains 98921 members 
Entering Unmasked Estep 
Score: -22592534.000000 Penalty: 3962.412842
	Iteration 130Q: 3 clusters Score -2.259253e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98212 members 
Mstep: Class 2 contains 99001 members 
Entering Unmasked Estep 
Score: -22592498.000000 Penalty: 3962.412842
	Iteration 131Q: 3 clusters Score -2.25925e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98129 members 
Mstep: Class 2 contains 99084 members 
Entering Unmasked Estep 
Score: -22592466.000000 Penalty: 3962.412842
	Iteration 132Q: 3 clusters Score -2.259247e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98028 members 
Mstep: Class 2 contains 99185 members 
Entering Unmasked Estep 
Score: -22592504.000000 Penalty: 3962.412842
	Iteration 133Q: 3 clusters Score -2.25925e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97940 members 
Mstep: Class 2 contains 99273 members 
Entering Unmasked Estep 
Score: -22592486.000000 Penalty: 3962.412842
	Iteration 134Q: 3 clusters Score -2.259249e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97874 members 
Mstep: Class 2 contains 99339 members 
Entering Unmasked Estep 
Score: -22592452.000000 Penalty: 3962.412842
	Iteration 135Q: 3 clusters Score -2.259245e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97806 members 
Mstep: Class 2 contains 99407 members 
Entering Unmasked Estep 
Score: -22592452.000000 Penalty: 3962.412842
	Iteration 136Q: 3 clusters Score -2.259245e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97745 members 
Mstep: Class 2 contains 99468 members 
Entering Unmasked Estep 
Score: -22592388.000000 Penalty: 3962.412842
	Iteration 137Q: 3 clusters Score -2.259239e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97709 members 
Mstep: Class 2 contains 99504 members 
Entering Unmasked Estep 
Score: -22592398.000000 Penalty: 3962.412842
	Iteration 138Q: 3 clusters Score -2.25924e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97693 members 
Mstep: Class 2 contains 99520 members 
Entering Unmasked Estep 
Score: -22592426.000000 Penalty: 3962.412842
	Iteration 139Q: 3 clusters Score -2.259243e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97679 members 
Mstep: Class 2 contains 99534 members 
Entering Unmasked Estep 
Score: -22592418.000000 Penalty: 3962.412842
	Iteration 140F: 3 clusters Score -2.259242e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97683 members 
Mstep: Class 2 contains 99530 members 
Entering Unmasked Estep 
Score: -22592436.000000 Penalty: 3962.412842
	Iteration 141Q: 3 clusters Score -2.259244e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97677 members 
Mstep: Class 2 contains 99536 members 
Entering Unmasked Estep 
Score: -22592458.000000 Penalty: 3962.412842
	Iteration 142Q: 3 clusters Score -2.259246e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97664 members 
Mstep: Class 2 contains 99549 members 
Entering Unmasked Estep 
Score: -22592418.000000 Penalty: 3962.412842
	Iteration 143Q: 3 clusters Score -2.259242e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97666 members 
Mstep: Class 2 contains 99547 members 
Entering Unmasked Estep 
Score: -22592450.000000 Penalty: 3962.412842
	Iteration 144Q: 3 clusters Score -2.259245e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97631 members 
Mstep: Class 2 contains 99582 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2.259242e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97591 members 
Mstep: Class 2 contains 99622 members 
Entering Unmasked Estep 
Score: -22592440.000000 Penalty: 3962.412842
	Iteration 146Q: 3 clusters Score -2.259244e+07 nChanged 158
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97555 members 
Mstep: Class 2 contains 99658 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2.259244e+07 nChanged 158
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97507 members 
Mstep: Class 2 contains 99706 members 
Entering Unmasked Estep 
Score: -22592410.000000 Penalty: 3962.412842
	Iteration 148Q: 3 clusters Score -2.259241e+07 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97451 members 
Mstep: Class 2 contains 99762 members 
Entering Unmasked Estep 
Score: -22592404.000000 Penalty: 3962.412842
	Iteration 149Q: 3 clusters Score -2.25924e+07 nChanged 153
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97414 members 
Mstep: Class 2 contains 99799 members 
Entering Unmasked Estep 
Score: -22592378.000000 Penalty: 3962.412842
	Iteration 150Q: 3 clusters Score -2.259238e+07 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97393 members 
Mstep: Class 2 contains 99820 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2.259239e+07 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 2 contains 99863 members 
Entering Unmasked Estep 
Score: -22592390.000000 Penalty: 3962.412842
	Iteration 152Q: 3 clusters Score -2.259239e+07 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97297 members 
Mstep: Class 2 contains 99916 members 
Entering Unmasked Estep 
Score: -22592370.000000 Penalty: 3962.412842
	Iteration 153Q: 3 clusters Score -2.259237e+07 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97230 members 
Mstep: Class 2 contains 99983 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2.259238e+07 nChanged 147
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97153 members 
Mstep: Class 2 contains 100060 members 
Entering Unmasked Estep 
Score: -22592388.000000 Penalty: 3962.412842
	Iteration 155Q: 3 clusters Score -2.259239e+07 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97080 members 
Mstep: Class 2 contains 100133 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2.259238e+07 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97017 members 
Mstep: Class 2 contains 100196 members 
Entering Unmasked Estep 
Score: -22592386.000000 Penalty: 3962.412842
	Iteration 157Q: 3 clusters Score -2.259239e+07 nChanged 149
Entering Unmasked Mstep 
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Mstep: Class 2 contains 100273 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2.259238e+07 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96862 members 
Mstep: Class 2 contains 100351 members 
Entering Unmasked Estep 
Score: -22592360.000000 Penalty: 3962.412842
	Iteration 159Q: 3 clusters Score -2.259236e+07 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96808 members 
Mstep: Class 2 contains 100405 members 
Entering Unmasked Estep 
Score: -22592318.000000 Penalty: 3962.412842
	Iteration 160F: 3 clusters Score -2.259232e+07 nChanged 172
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96756 members 
Mstep: Class 2 contains 100457 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2.259231e+07 nChanged 154
Entering Unmasked Mstep 
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Mstep: Class 2 contains 100507 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2.259235e+07 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96656 members 
Mstep: Class 2 contains 100557 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -2.259238e+07 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 2 contains 100606 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -2.259237e+07 nChanged 153
Entering Unmasked Mstep 
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Mstep: Class 2 contains 100657 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -2.259236e+07 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 2 contains 100691 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -2.259235e+07 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 2 contains 100729 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -2.259235e+07 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 2 contains 100772 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -2.259236e+07 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 2 contains 100809 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -2.259235e+07 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 2 contains 100840 members 
Entering Unmasked Estep 
Score: -22592338.000000 Penalty: 3962.412842
	Iteration 170Q: 3 clusters Score -2.259234e+07 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 2 contains 100871 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -2.259233e+07 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 2 contains 100907 members 
Entering Unmasked Estep 
Score: -22592316.000000 Penalty: 3962.412842
	Iteration 172Q: 3 clusters Score -2.259232e+07 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 2 contains 100934 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -2.25923e+07 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 2 contains 100964 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -2.259227e+07 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 2 contains 100986 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -2.259225e+07 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 2 contains 101009 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -2.259226e+07 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 2 contains 101026 members 
Entering Unmasked Estep 
Score: -22592254.000000 Penalty: 3962.412842
	Iteration 177Q: 3 clusters Score -2.259225e+07 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 2 contains 101037 members 
Entering Unmasked Estep 
Score: -22592272.000000 Penalty: 3962.412842
	Iteration 178Q: 3 clusters Score -2.259227e+07 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 2 contains 101050 members 
Entering Unmasked Estep 
Score: -22592240.000000 Penalty: 3962.412842
	Iteration 179Q: 3 clusters Score -2.259224e+07 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 2 contains 101062 members 
Entering Unmasked Estep 
Score: -22592242.000000 Penalty: 3962.412842
	Iteration 180F: 3 clusters Score -2.259224e+07 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 2 contains 101080 members 
Entering Unmasked Estep 
Score: -22592220.000000 Penalty: 3962.412842
	Iteration 181Q: 3 clusters Score -2.259222e+07 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96118 members 
Mstep: Class 2 contains 101095 members 
Entering Unmasked Estep 
Score: -22592202.000000 Penalty: 3962.412842
	Iteration 182Q: 3 clusters Score -2.25922e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96112 members 
Mstep: Class 2 contains 101101 members 
Entering Unmasked Estep 
Score: -22592216.000000 Penalty: 3962.412842
	Iteration 183Q: 3 clusters Score -2.259222e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 101100 members 
Entering Unmasked Estep 
Score: -22592204.000000 Penalty: 3962.412842
	Iteration 184Q: 3 clusters Score -2.25922e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96111 members 
Mstep: Class 2 contains 101102 members 
Entering Unmasked Estep 
Score: -22592200.000000 Penalty: 3962.412842
	Iteration 185Q: 3 clusters Score -2.25922e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96115 members 
Mstep: Class 2 contains 101098 members 
Entering Unmasked Estep 
Score: -22592194.000000 Penalty: 3962.412842
	Iteration 186Q: 3 clusters Score -2.259219e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96129 members 
Mstep: Class 2 contains 101084 members 
Entering Unmasked Estep 
Score: -22592186.000000 Penalty: 3962.412842
	Iteration 187Q: 3 clusters Score -2.259219e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96137 members 
Mstep: Class 2 contains 101076 members 
Entering Unmasked Estep 
Score: -22592182.000000 Penalty: 3962.412842
	Iteration 188Q: 3 clusters Score -2.259218e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96149 members 
Mstep: Class 2 contains 101064 members 
Entering Unmasked Estep 
Score: -22592186.000000 Penalty: 3962.412842
	Iteration 189Q: 3 clusters Score -2.259219e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96147 members 
Mstep: Class 2 contains 101066 members 
Entering Unmasked Estep 
Score: -22592176.000000 Penalty: 3962.412842
	Iteration 190Q: 3 clusters Score -2.259218e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96144 members 
Mstep: Class 2 contains 101069 members 
Entering Unmasked Estep 
Score: -22592158.000000 Penalty: 3962.412842
	Iteration 191Q: 3 clusters Score -2.259216e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96136 members 
Mstep: Class 2 contains 101077 members 
Entering Unmasked Estep 
Score: -22592174.000000 Penalty: 3962.412842
	Iteration 192Q: 3 clusters Score -2.259217e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96134 members 
Mstep: Class 2 contains 101079 members 
Entering Unmasked Estep 
Score: -22592180.000000 Penalty: 3962.412842
	Iteration 193Q: 3 clusters Score -2.259218e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96132 members 
Mstep: Class 2 contains 101081 members 
Entering Unmasked Estep 
Score: -22592180.000000 Penalty: 3962.412842
	Iteration 194Q: 3 clusters Score -2.259218e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96125 members 
Mstep: Class 2 contains 101088 members 
Entering Unmasked Estep 
Score: -22592172.000000 Penalty: 3962.412842
	Iteration 195Q: 3 clusters Score -2.259217e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96123 members 
Mstep: Class 2 contains 101090 members 
Entering Unmasked Estep 
Score: -22592174.000000 Penalty: 3962.412842
	Iteration 196Q: 3 clusters Score -2.259217e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96124 members 
Mstep: Class 2 contains 101089 members 
Entering Unmasked Estep 
Score: -22592158.000000 Penalty: 3962.412842
	Iteration 197Q: 3 clusters Score -2.259216e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96125 members 
Mstep: Class 2 contains 101088 members 
Entering Unmasked Estep 
Score: -22592162.000000 Penalty: 3962.412842
	Iteration 198Q: 3 clusters Score -2.259216e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96125 members 
Mstep: Class 2 contains 101088 members 
Entering Unmasked Estep 
Score: -22592158.000000 Penalty: 3962.412842
	Iteration 199Q: 3 clusters Score -2.259216e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96133 members 
Mstep: Class 2 contains 101080 members 
Entering Unmasked Estep 
Score: -22592140.000000 Penalty: 3962.412842
	Iteration 200F: 3 clusters Score -2.259214e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96141 members 
Mstep: Class 2 contains 101072 members 
Entering Unmasked Estep 
Score: -22592158.000000 Penalty: 3962.412842
	Iteration 201Q: 3 clusters Score -2.259216e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96137 members 
Mstep: Class 2 contains 101076 members 
Entering Unmasked Estep 
Score: -22592160.000000 Penalty: 3962.412842
	Iteration 202Q: 3 clusters Score -2.259216e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96118 members 
Mstep: Class 2 contains 101095 members 
Entering Unmasked Estep 
Score: -22592142.000000 Penalty: 3962.412842
	Iteration 203Q: 3 clusters Score -2.259214e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96111 members 
Mstep: Class 2 contains 101102 members 
Entering Unmasked Estep 
Score: -22592144.000000 Penalty: 3962.412842
	Iteration 204Q: 3 clusters Score -2.259214e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96102 members 
Mstep: Class 2 contains 101111 members 
Entering Unmasked Estep 
Score: -22592130.000000 Penalty: 3962.412842
	Iteration 205Q: 3 clusters Score -2.259213e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96095 members 
Mstep: Class 2 contains 101118 members 
Entering Unmasked Estep 
Score: -22592116.000000 Penalty: 3962.412842
	Iteration 206Q: 3 clusters Score -2.259212e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96088 members 
Mstep: Class 2 contains 101125 members 
Entering Unmasked Estep 
Score: -22592122.000000 Penalty: 3962.412842
	Iteration 207Q: 3 clusters Score -2.259212e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96085 members 
Mstep: Class 2 contains 101128 members 
Entering Unmasked Estep 
Score: -22592098.000000 Penalty: 3962.412842
	Iteration 208Q: 3 clusters Score -2.25921e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96085 members 
Mstep: Class 2 contains 101128 members 
Entering Unmasked Estep 
Score: -22592108.000000 Penalty: 3962.412842
	Iteration 209Q: 3 clusters Score -2.259211e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96083 members 
Mstep: Class 2 contains 101130 members 
Entering Unmasked Estep 
Score: -22592100.000000 Penalty: 3962.412842
	Iteration 210Q: 3 clusters Score -2.25921e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96084 members 
Mstep: Class 2 contains 101129 members 
Entering Unmasked Estep 
Score: -22592084.000000 Penalty: 3962.412842
	Iteration 211Q: 3 clusters Score -2.259208e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96081 members 
Mstep: Class 2 contains 101132 members 
Entering Unmasked Estep 
Score: -22592082.000000 Penalty: 3962.412842
	Iteration 212Q: 3 clusters Score -2.259208e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96077 members 
Mstep: Class 2 contains 101136 members 
Entering Unmasked Estep 
Score: -22592092.000000 Penalty: 3962.412842
	Iteration 213Q: 3 clusters Score -2.259209e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96064 members 
Mstep: Class 2 contains 101149 members 
Entering Unmasked Estep 
Score: -22592090.000000 Penalty: 3962.412842
	Iteration 214Q: 3 clusters Score -2.259209e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96054 members 
Mstep: Class 2 contains 101159 members 
Entering Unmasked Estep 
Score: -22592098.000000 Penalty: 3962.412842
	Iteration 215Q: 3 clusters Score -2.25921e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96044 members 
Mstep: Class 2 contains 101169 members 
Entering Unmasked Estep 
Score: -22592098.000000 Penalty: 3962.412842
	Iteration 216Q: 3 clusters Score -2.25921e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96044 members 
Mstep: Class 2 contains 101169 members 
Entering Unmasked Estep 
Score: -22592112.000000 Penalty: 3962.412842
	Iteration 217Q: 3 clusters Score -2.259211e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96045 members 
Mstep: Class 2 contains 101168 members 
Entering Unmasked Estep 
Score: -22592110.000000 Penalty: 3962.412842
	Iteration 218Q: 3 clusters Score -2.259211e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96044 members 
Mstep: Class 2 contains 101169 members 
Entering Unmasked Estep 
Score: -22592112.000000 Penalty: 3962.412842
	Iteration 219Q: 3 clusters Score -2.259211e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96033 members 
Mstep: Class 2 contains 101180 members 
Entering Unmasked Estep 
Score: -22592118.000000 Penalty: 3962.412842
	Iteration 220F: 3 clusters Score -2.259212e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96026 members 
Mstep: Class 2 contains 101187 members 
Entering Unmasked Estep 
Score: -22592114.000000 Penalty: 3962.412842
	Iteration 221Q: 3 clusters Score -2.259211e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96025 members 
Mstep: Class 2 contains 101188 members 
Entering Unmasked Estep 
Score: -22592110.000000 Penalty: 3962.412842
	Iteration 222Q: 3 clusters Score -2.259211e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96025 members 
Mstep: Class 2 contains 101188 members 
Entering Unmasked Estep 
Score: -22592122.000000 Penalty: 3962.412842
	Iteration 223Q: 3 clusters Score -2.259212e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96024 members 
Mstep: Class 2 contains 101189 members 
Entering Unmasked Estep 
Score: -22592116.000000 Penalty: 3962.412842
	Iteration 224Q: 3 clusters Score -2.259212e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96029 members 
Mstep: Class 2 contains 101184 members 
Entering Unmasked Estep 
Score: -22592122.000000 Penalty: 3962.412842
	Iteration 225Q: 3 clusters Score -2.259212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96027 members 
Mstep: Class 2 contains 101186 members 
Entering Unmasked Estep 
Score: -22592120.000000 Penalty: 3962.412842
	Iteration 226Q: 3 clusters Score -2.259212e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96025 members 
Mstep: Class 2 contains 101188 members 
Entering Unmasked Estep 
Score: -22592114.000000 Penalty: 3962.412842
	Iteration 227Q: 3 clusters Score -2.259211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96025 members 
Mstep: Class 2 contains 101188 members 
Entering Unmasked Estep 
Score: -22592108.000000 Penalty: 3962.412842
	Iteration 228Q: 3 clusters Score -2.259211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96025 members 
Mstep: Class 2 contains 101188 members 
Entering Unmasked Estep 
Score: -22592104.000000 Penalty: 3962.412842
	Iteration 229Q: 3 clusters Score -2.25921e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96028 members 
Mstep: Class 2 contains 101185 members 
Entering Unmasked Estep 
Score: -22592098.000000 Penalty: 3962.412842
	Iteration 230Q: 3 clusters Score -2.25921e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96033 members 
Mstep: Class 2 contains 101180 members 
Entering Unmasked Estep 
Score: -22592110.000000 Penalty: 3962.412842
	Iteration 231Q: 3 clusters Score -2.259211e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96034 members 
Mstep: Class 2 contains 101179 members 
Entering Unmasked Estep 
Score: -22592110.000000 Penalty: 3962.412842
	Iteration 232Q: 3 clusters Score -2.259211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96034 members 
Mstep: Class 2 contains 101179 members 
Entering Unmasked Estep 
Score: -22592112.000000 Penalty: 3962.412842
	Iteration 233Q: 3 clusters Score -2.259211e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96035 members 
Mstep: Class 2 contains 101178 members 
Entering Unmasked Estep 
Score: -22592110.000000 Penalty: 3962.412842
	Iteration 234Q: 3 clusters Score -2.259211e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96038 members 
Mstep: Class 2 contains 101175 members 
Entering Unmasked Estep 
Score: -22592116.000000 Penalty: 3962.412842
	Iteration 235Q: 3 clusters Score -2.259212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96039 members 
Mstep: Class 2 contains 101174 members 
Entering Unmasked Estep 
Score: -22592102.000000 Penalty: 3962.412842
	Iteration 236Q: 3 clusters Score -2.25921e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96040 members 
Mstep: Class 2 contains 101173 members 
Entering Unmasked Estep 
Score: -22592112.000000 Penalty: 3962.412842
	Iteration 237Q: 3 clusters Score -2.259211e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96041 members 
Mstep: Class 2 contains 101172 members 
Entering Unmasked Estep 
Score: -22592104.000000 Penalty: 3962.412842
	Iteration 238Q: 3 clusters Score -2.25921e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96043 members 
Mstep: Class 2 contains 101170 members 
Entering Unmasked Estep 
Score: -22592106.000000 Penalty: 3962.412842
	Iteration 239Q: 3 clusters Score -2.259211e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96046 members 
Mstep: Class 2 contains 101167 members 
Entering Unmasked Estep 
Score: -22592104.000000 Penalty: 3962.412842
	Iteration 240F: 3 clusters Score -2.25921e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96049 members 
Mstep: Class 2 contains 101164 members 
Entering Unmasked Estep 
Score: -22592102.000000 Penalty: 3962.412842
	Iteration 241Q: 3 clusters Score -2.25921e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96053 members 
Mstep: Class 2 contains 101160 members 
Entering Unmasked Estep 
Score: -22592102.000000 Penalty: 3962.412842
	Iteration 242Q: 3 clusters Score -2.25921e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96058 members 
Mstep: Class 2 contains 101155 members 
Entering Unmasked Estep 
Score: -22592104.000000 Penalty: 3962.412842
	Iteration 243Q: 3 clusters Score -2.25921e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96064 members 
Mstep: Class 2 contains 101149 members 
Entering Unmasked Estep 
Score: -22592100.000000 Penalty: 3962.412842
	Iteration 244Q: 3 clusters Score -2.25921e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96066 members 
Mstep: Class 2 contains 101147 members 
Entering Unmasked Estep 
Score: -22592102.000000 Penalty: 3962.412842
	Iteration 245Q: 3 clusters Score -2.25921e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96072 members 
Mstep: Class 2 contains 101141 members 
Entering Unmasked Estep 
Score: -22592100.000000 Penalty: 3962.412842
	Iteration 246Q: 3 clusters Score -2.25921e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 101136 members 
Entering Unmasked Estep 
Score: -22592114.000000 Penalty: 3962.412842
	Iteration 247Q: 3 clusters Score -2.259211e+07 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 2 contains 101129 members 
Entering Unmasked Estep 
Score: -22592128.000000 Penalty: 3962.412842
	Iteration 248Q: 3 clusters Score -2.259213e+07 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 2 contains 101130 members 
Entering Unmasked Estep 
Score: -22592152.000000 Penalty: 3962.412842
	Iteration 249Q: 3 clusters Score -2.259215e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96082 members 
Mstep: Class 2 contains 101131 members 
Entering Unmasked Estep 
Score: -22592142.000000 Penalty: 3962.412842
	Iteration 250Q: 3 clusters Score -2.259214e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 101137 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -2.259214e+07 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 2 contains 101133 members 
Entering Unmasked Estep 
Score: -22592160.000000 Penalty: 3962.412842
	Iteration 252Q: 3 clusters Score -2.259216e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96078 members 
Mstep: Class 2 contains 101135 members 
Entering Unmasked Estep 
Score: -22592186.000000 Penalty: 3962.412842
	Iteration 253Q: 3 clusters Score -2.259219e+07 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 2 contains 101130 members 
Entering Unmasked Estep 
Score: -22592172.000000 Penalty: 3962.412842
	Iteration 254Q: 3 clusters Score -2.259217e+07 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 2 contains 101126 members 
Entering Unmasked Estep 
Score: -22592168.000000 Penalty: 3962.412842
	Iteration 255Q: 3 clusters Score -2.259217e+07 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 2 contains 101127 members 
Entering Unmasked Estep 
Score: -22592164.000000 Penalty: 3962.412842
	Iteration 256Q: 3 clusters Score -2.259216e+07 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 2 contains 101125 members 
Entering Unmasked Estep 
Score: -22592162.000000 Penalty: 3962.412842
	Iteration 257Q: 3 clusters Score -2.259216e+07 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 2 contains 101120 members 
Entering Unmasked Estep 
Score: -22592180.000000 Penalty: 3962.412842
	Iteration 258Q: 3 clusters Score -2.259218e+07 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 2 contains 101112 members 
Entering Unmasked Estep 
Score: -22592154.000000 Penalty: 3962.412842
	Iteration 259Q: 3 clusters Score -2.259215e+07 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 2 contains 101109 members 
Entering Unmasked Estep 
Score: -22592166.000000 Penalty: 3962.412842
	Iteration 260F: 3 clusters Score -2.259217e+07 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 2 contains 101104 members 
Entering Unmasked Estep 
Score: -22592162.000000 Penalty: 3962.412842
	Iteration 261Q: 3 clusters Score -2.259216e+07 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 2 contains 101096 members 
Entering Unmasked Estep 
Score: -22592136.000000 Penalty: 3962.412842
	Iteration 262Q: 3 clusters Score -2.259214e+07 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 2 contains 101088 members 
Entering Unmasked Estep 
Score: -22592138.000000 Penalty: 3962.412842
	Iteration 263Q: 3 clusters Score -2.259214e+07 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 2 contains 101073 members 
Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -2.259214e+07 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 2 contains 101060 members 
Entering Unmasked Estep 
Score: -22592116.000000 Penalty: 3962.412842
	Iteration 265Q: 3 clusters Score -2.259212e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 101050 members 
Entering Unmasked Estep 
Score: -22592098.000000 Penalty: 3962.412842
	Iteration 266Q: 3 clusters Score -2.25921e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 101037 members 
Entering Unmasked Estep 
Score: -22592102.000000 Penalty: 3962.412842
	Iteration 267Q: 3 clusters Score -2.25921e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 101036 members 
Entering Unmasked Estep 
Score: -22592078.000000 Penalty: 3962.412842
	Iteration 268Q: 3 clusters Score -2.259208e+07 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 2 contains 101028 members 
Entering Unmasked Estep 
Score: -22592080.000000 Penalty: 3962.412842
	Iteration 269Q: 3 clusters Score -2.259208e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96190 members 
Mstep: Class 2 contains 101023 members 
Entering Unmasked Estep 
Score: -22592100.000000 Penalty: 3962.412842
	Iteration 270Q: 3 clusters Score -2.25921e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 101026 members 
Entering Unmasked Estep 
Score: -22592130.000000 Penalty: 3962.412842
	Iteration 271Q: 3 clusters Score -2.259213e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 101010 members 
Entering Unmasked Estep 
Score: -22592108.000000 Penalty: 3962.412842
	Iteration 272Q: 3 clusters Score -2.259211e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 100996 members 
Entering Unmasked Estep 
Score: -22592118.000000 Penalty: 3962.412842
	Iteration 273Q: 3 clusters Score -2.259212e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96235 members 
Mstep: Class 2 contains 100978 members 
Entering Unmasked Estep 
Score: -22592102.000000 Penalty: 3962.412842
	Iteration 274Q: 3 clusters Score -2.25921e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96247 members 
Mstep: Class 2 contains 100966 members 
Entering Unmasked Estep 
Score: -22592112.000000 Penalty: 3962.412842
	Iteration 275Q: 3 clusters Score -2.259211e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96256 members 
Mstep: Class 2 contains 100957 members 
Entering Unmasked Estep 
Score: -22592128.000000 Penalty: 3962.412842
	Iteration 276Q: 3 clusters Score -2.259213e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96261 members 
Mstep: Class 2 contains 100952 members 
Entering Unmasked Estep 
Score: -22592136.000000 Penalty: 3962.412842
	Iteration 277Q: 3 clusters Score -2.259214e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96271 members 
Mstep: Class 2 contains 100942 members 
Entering Unmasked Estep 
Score: -22592130.000000 Penalty: 3962.412842
	Iteration 278Q: 3 clusters Score -2.259213e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96276 members 
Mstep: Class 2 contains 100937 members 
Entering Unmasked Estep 
Score: -22592126.000000 Penalty: 3962.412842
	Iteration 279Q: 3 clusters Score -2.259213e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96284 members 
Mstep: Class 2 contains 100929 members 
Entering Unmasked Estep 
Score: -22592144.000000 Penalty: 3962.412842
	Iteration 280F: 3 clusters Score -2.259214e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96303 members 
Mstep: Class 2 contains 100910 members 
Entering Unmasked Estep 
Score: -22592146.000000 Penalty: 3962.412842
	Iteration 281Q: 3 clusters Score -2.259215e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96317 members 
Mstep: Class 2 contains 100896 members 
Entering Unmasked Estep 
Score: -22592138.000000 Penalty: 3962.412842
	Iteration 282Q: 3 clusters Score -2.259214e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96327 members 
Mstep: Class 2 contains 100886 members 
Entering Unmasked Estep 
Score: -22592140.000000 Penalty: 3962.412842
	Iteration 283Q: 3 clusters Score -2.259214e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96335 members 
Mstep: Class 2 contains 100878 members 
Entering Unmasked Estep 
Score: -22592130.000000 Penalty: 3962.412842
	Iteration 284Q: 3 clusters Score -2.259213e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96348 members 
Mstep: Class 2 contains 100865 members 
Entering Unmasked Estep 
Score: -22592122.000000 Penalty: 3962.412842
	Iteration 285Q: 3 clusters Score -2.259212e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96354 members 
Mstep: Class 2 contains 100859 members 
Entering Unmasked Estep 
Score: -22592122.000000 Penalty: 3962.412842
	Iteration 286Q: 3 clusters Score -2.259212e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96363 members 
Mstep: Class 2 contains 100850 members 
Entering Unmasked Estep 
Score: -22592146.000000 Penalty: 3962.412842
	Iteration 287Q: 3 clusters Score -2.259215e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96374 members 
Mstep: Class 2 contains 100839 members 
Entering Unmasked Estep 
Score: -22592146.000000 Penalty: 3962.412842
	Iteration 288Q: 3 clusters Score -2.259215e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96389 members 
Mstep: Class 2 contains 100824 members 
Entering Unmasked Estep 
Score: -22592146.000000 Penalty: 3962.412842
	Iteration 289Q: 3 clusters Score -2.259215e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96402 members 
Mstep: Class 2 contains 100811 members 
Entering Unmasked Estep 
Score: -22592152.000000 Penalty: 3962.412842
	Iteration 290Q: 3 clusters Score -2.259215e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96411 members 
Mstep: Class 2 contains 100802 members 
Entering Unmasked Estep 
Score: -22592156.000000 Penalty: 3962.412842
	Iteration 291Q: 3 clusters Score -2.259216e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96423 members 
Mstep: Class 2 contains 100790 members 
Entering Unmasked Estep 
Score: -22592146.000000 Penalty: 3962.412842
	Iteration 292Q: 3 clusters Score -2.259215e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96427 members 
Mstep: Class 2 contains 100786 members 
Entering Unmasked Estep 
Score: -22592128.000000 Penalty: 3962.412842
	Iteration 293Q: 3 clusters Score -2.259213e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96444 members 
Mstep: Class 2 contains 100769 members 
Entering Unmasked Estep 
Score: -22592136.000000 Penalty: 3962.412842
	Iteration 294Q: 3 clusters Score -2.259214e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96459 members 
Mstep: Class 2 contains 100754 members 
Entering Unmasked Estep 
Score: -22592142.000000 Penalty: 3962.412842
	Iteration 295Q: 3 clusters Score -2.259214e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96472 members 
Mstep: Class 2 contains 100741 members 
Entering Unmasked Estep 
Score: -22592138.000000 Penalty: 3962.412842
	Iteration 296Q: 3 clusters Score -2.259214e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96489 members 
Mstep: Class 2 contains 100724 members 
Entering Unmasked Estep 
Score: -22592160.000000 Penalty: 3962.412842
	Iteration 297Q: 3 clusters Score -2.259216e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96506 members 
Mstep: Class 2 contains 100707 members 
Entering Unmasked Estep 
Score: -22592148.000000 Penalty: 3962.412842
	Iteration 298Q: 3 clusters Score -2.259215e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96523 members 
Mstep: Class 2 contains 100690 members 
Entering Unmasked Estep 
Score: -22592174.000000 Penalty: 3962.412842
	Iteration 299Q: 3 clusters Score -2.259217e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96540 members 
Mstep: Class 2 contains 100673 members 
Entering Unmasked Estep 
Score: -22592176.000000 Penalty: 3962.412842
	Iteration 300F: 3 clusters Score -2.259218e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96551 members 
Mstep: Class 2 contains 100662 members 
Entering Unmasked Estep 
Score: -22592188.000000 Penalty: 3962.412842
	Iteration 301Q: 3 clusters Score -2.259219e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96560 members 
Mstep: Class 2 contains 100653 members 
Entering Unmasked Estep 
Score: -22592194.000000 Penalty: 3962.412842
	Iteration 302Q: 3 clusters Score -2.259219e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96570 members 
Mstep: Class 2 contains 100643 members 
Entering Unmasked Estep 
Score: -22592198.000000 Penalty: 3962.412842
	Iteration 303Q: 3 clusters Score -2.25922e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96578 members 
Mstep: Class 2 contains 100635 members 
Entering Unmasked Estep 
Score: -22592192.000000 Penalty: 3962.412842
	Iteration 304Q: 3 clusters Score -2.259219e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96593 members 
Mstep: Class 2 contains 100620 members 
Entering Unmasked Estep 
Score: -22592194.000000 Penalty: 3962.412842
	Iteration 305Q: 3 clusters Score -2.259219e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96604 members 
Mstep: Class 2 contains 100609 members 
Entering Unmasked Estep 
Score: -22592200.000000 Penalty: 3962.412842
	Iteration 306Q: 3 clusters Score -2.25922e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96609 members 
Mstep: Class 2 contains 100604 members 
Entering Unmasked Estep 
Score: -22592198.000000 Penalty: 3962.412842
	Iteration 307Q: 3 clusters Score -2.25922e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96620 members 
Mstep: Class 2 contains 100593 members 
Entering Unmasked Estep 
Score: -22592190.000000 Penalty: 3962.412842
	Iteration 308Q: 3 clusters Score -2.259219e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96631 members 
Mstep: Class 2 contains 100582 members 
Entering Unmasked Estep 
Score: -22592196.000000 Penalty: 3962.412842
	Iteration 309Q: 3 clusters Score -2.25922e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96647 members 
Mstep: Class 2 contains 100566 members 
Entering Unmasked Estep 
Score: -22592182.000000 Penalty: 3962.412842
	Iteration 310Q: 3 clusters Score -2.259218e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96662 members 
Mstep: Class 2 contains 100551 members 
Entering Unmasked Estep 
Score: -22592200.000000 Penalty: 3962.412842
	Iteration 311Q: 3 clusters Score -2.25922e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96668 members 
Mstep: Class 2 contains 100545 members 
Entering Unmasked Estep 
Score: -22592200.000000 Penalty: 3962.412842
	Iteration 312Q: 3 clusters Score -2.25922e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96681 members 
Mstep: Class 2 contains 100532 members 
Entering Unmasked Estep 
Score: -22592206.000000 Penalty: 3962.412842
	Iteration 313Q: 3 clusters Score -2.259221e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96702 members 
Mstep: Class 2 contains 100511 members 
Entering Unmasked Estep 
Score: -22592208.000000 Penalty: 3962.412842
	Iteration 314Q: 3 clusters Score -2.259221e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96723 members 
Mstep: Class 2 contains 100490 members 
Entering Unmasked Estep 
Score: -22592202.000000 Penalty: 3962.412842
	Iteration 315Q: 3 clusters Score -2.25922e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96739 members 
Mstep: Class 2 contains 100474 members 
Entering Unmasked Estep 
Score: -22592206.000000 Penalty: 3962.412842
	Iteration 316Q: 3 clusters Score -2.259221e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96751 members 
Mstep: Class 2 contains 100462 members 
Entering Unmasked Estep 
Score: -22592226.000000 Penalty: 3962.412842
	Iteration 317Q: 3 clusters Score -2.259223e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96760 members 
Mstep: Class 2 contains 100453 members 
Entering Unmasked Estep 
Score: -22592238.000000 Penalty: 3962.412842
	Iteration 318Q: 3 clusters Score -2.259224e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96770 members 
Mstep: Class 2 contains 100443 members 
Entering Unmasked Estep 
Score: -22592248.000000 Penalty: 3962.412842
	Iteration 319Q: 3 clusters Score -2.259225e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96786 members 
Mstep: Class 2 contains 100427 members 
Entering Unmasked Estep 
Score: -22592236.000000 Penalty: 3962.412842
	Iteration 320F: 3 clusters Score -2.259224e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96797 members 
Mstep: Class 2 contains 100416 members 
Entering Unmasked Estep 
Score: -22592232.000000 Penalty: 3962.412842
	Iteration 321Q: 3 clusters Score -2.259223e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96808 members 
Mstep: Class 2 contains 100405 members 
Entering Unmasked Estep 
Score: -22592244.000000 Penalty: 3962.412842
	Iteration 322Q: 3 clusters Score -2.259224e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96820 members 
Mstep: Class 2 contains 100393 members 
Entering Unmasked Estep 
Score: -22592240.000000 Penalty: 3962.412842
	Iteration 323Q: 3 clusters Score -2.259224e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96834 members 
Mstep: Class 2 contains 100379 members 
Entering Unmasked Estep 
Score: -22592216.000000 Penalty: 3962.412842
	Iteration 324Q: 3 clusters Score -2.259222e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96838 members 
Mstep: Class 2 contains 100375 members 
Entering Unmasked Estep 
Score: -22592208.000000 Penalty: 3962.412842
	Iteration 325Q: 3 clusters Score -2.259221e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96844 members 
Mstep: Class 2 contains 100369 members 
Entering Unmasked Estep 
Score: -22592226.000000 Penalty: 3962.412842
	Iteration 326Q: 3 clusters Score -2.259223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96847 members 
Mstep: Class 2 contains 100366 members 
Entering Unmasked Estep 
Score: -22592234.000000 Penalty: 3962.412842
	Iteration 327Q: 3 clusters Score -2.259223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96848 members 
Mstep: Class 2 contains 100365 members 
Entering Unmasked Estep 
Score: -22592232.000000 Penalty: 3962.412842
	Iteration 328Q: 3 clusters Score -2.259223e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96850 members 
Mstep: Class 2 contains 100363 members 
Entering Unmasked Estep 
Score: -22592224.000000 Penalty: 3962.412842
	Iteration 329Q: 3 clusters Score -2.259222e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96852 members 
Mstep: Class 2 contains 100361 members 
Entering Unmasked Estep 
Score: -22592220.000000 Penalty: 3962.412842
	Iteration 330Q: 3 clusters Score -2.259222e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96852 members 
Mstep: Class 2 contains 100361 members 
Entering Unmasked Estep 
Score: -22592222.000000 Penalty: 3962.412842
	Iteration 331Q: 3 clusters Score -2.259222e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96852 members 
Mstep: Class 2 contains 100361 members 
Entering Unmasked Estep 
Score: -22592222.000000 Penalty: 3962.412842
	Iteration 332F: 3 clusters Score -2.259222e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (86018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86018 members 
Entering Unmasked Estep 
Score: -10232275.000000 Penalty: 1846.375732
	Iteration 0F: 2 clusters Score -1.023228e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42951 members 
Mstep: Class 2 contains 43067 members 
Entering Unmasked Estep 
Score: -10174902.000000 Penalty: 3692.751465
	Iteration 0F: 3 clusters Score -1.01749e+07 nChanged 41004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42771 members 
Mstep: Class 2 contains 43247 members 
Entering Unmasked Estep 
Score: -10198149.000000 Penalty: 3692.751465
	Iteration 1F: 3 clusters Score -1.019815e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 43162 members 
Entering Unmasked Estep 
Score: -10198692.000000 Penalty: 3692.751465
	Iteration 2Q: 3 clusters Score -1.019869e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42996 members 
Mstep: Class 2 contains 43022 members 
Entering Unmasked Estep 
Score: -10199413.000000 Penalty: 3692.751465
	Iteration 3Q: 3 clusters Score -1.019941e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43264 members 
Mstep: Class 2 contains 42754 members 
Entering Unmasked Estep 
Score: -10200303.000000 Penalty: 3692.751465
	Iteration 4Q: 3 clusters Score -1.02003e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43719 members 
Mstep: Class 2 contains 42299 members 
Entering Unmasked Estep 
Score: -10201296.000000 Penalty: 3692.751465
	Iteration 5Q: 3 clusters Score -1.02013e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44194 members 
Mstep: Class 2 contains 41824 members 
Entering Unmasked Estep 
Score: -10202506.000000 Penalty: 3692.751465
	Iteration 6Q: 3 clusters Score -1.020251e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44631 members 
Mstep: Class 2 contains 41387 members 
Entering Unmasked Estep 
Score: -10204005.000000 Penalty: 3692.751465
	Iteration 7Q: 3 clusters Score -1.0204e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45093 members 
Mstep: Class 2 contains 40925 members 
Entering Unmasked Estep 
Score: -10205895.000000 Penalty: 3692.751465
	Iteration 8Q: 3 clusters Score -1.02059e+07 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45414 members 
Mstep: Class 2 contains 40604 members 
Entering Unmasked Estep 
Score: -10208238.000000 Penalty: 3692.751465
	Iteration 9F: 3 clusters Score -1.020824e+07 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45596 members 
Mstep: Class 2 contains 40422 members 
Entering Unmasked Estep 
Score: -10211079.000000 Penalty: 3692.751465
	Iteration 10F: 3 clusters Score -1.021108e+07 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45556 members 
Mstep: Class 2 contains 40462 members 
Entering Unmasked Estep 
Score: -10214002.000000 Penalty: 3692.751465
	Iteration 11F: 3 clusters Score -1.0214e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45496 members 
Mstep: Class 2 contains 40522 members 
Entering Unmasked Estep 
Score: -10215976.000000 Penalty: 3692.751465
	Iteration 12Q: 3 clusters Score -1.021598e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45407 members 
Mstep: Class 2 contains 40611 members 
Entering Unmasked Estep 
Score: -10217165.000000 Penalty: 3692.751465
	Iteration 13Q: 3 clusters Score -1.021716e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45369 members 
Mstep: Class 2 contains 40649 members 
Entering Unmasked Estep 
Score: -10217705.000000 Penalty: 3692.751465
	Iteration 14Q: 3 clusters Score -1.02177e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45371 members 
Mstep: Class 2 contains 40647 members 
Entering Unmasked Estep 
Score: -10218091.000000 Penalty: 3692.751465
	Iteration 15Q: 3 clusters Score -1.021809e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45386 members 
Mstep: Class 2 contains 40632 members 
Entering Unmasked Estep 
Score: -10218403.000000 Penalty: 3692.751465
	Iteration 16Q: 3 clusters Score -1.02184e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45388 members 
Mstep: Class 2 contains 40630 members 
Entering Unmasked Estep 
Score: -10218788.000000 Penalty: 3692.751465
	Iteration 17Q: 3 clusters Score -1.021879e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45408 members 
Mstep: Class 2 contains 40610 members 
Entering Unmasked Estep 
Score: -10219117.000000 Penalty: 3692.751465
	Iteration 18Q: 3 clusters Score -1.021912e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45420 members 
Mstep: Class 2 contains 40598 members 
Entering Unmasked Estep 
Score: -10219366.000000 Penalty: 3692.751465
	Iteration 19Q: 3 clusters Score -1.021937e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45496 members 
Mstep: Class 2 contains 40522 members 
Entering Unmasked Estep 
Score: -10219725.000000 Penalty: 3692.751465
	Iteration 20F: 3 clusters Score -1.021972e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45553 members 
Mstep: Class 2 contains 40465 members 
Entering Unmasked Estep 
Score: -10220068.000000 Penalty: 3692.751465
	Iteration 21Q: 3 clusters Score -1.022007e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45737 members 
Mstep: Class 2 contains 40281 members 
Entering Unmasked Estep 
Score: -10220404.000000 Penalty: 3692.751465
	Iteration 22Q: 3 clusters Score -1.02204e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46000 members 
Mstep: Class 2 contains 40018 members 
Entering Unmasked Estep 
Score: -10220792.000000 Penalty: 3692.751465
	Iteration 23Q: 3 clusters Score -1.022079e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46287 members 
Mstep: Class 2 contains 39731 members 
Entering Unmasked Estep 
Score: -10221049.000000 Penalty: 3692.751465
	Iteration 24Q: 3 clusters Score -1.022105e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46666 members 
Mstep: Class 2 contains 39352 members 
Entering Unmasked Estep 
Score: -10221357.000000 Penalty: 3692.751465
	Iteration 25Q: 3 clusters Score -1.022136e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47091 members 
Mstep: Class 2 contains 38927 members 
Entering Unmasked Estep 
Score: -10221650.000000 Penalty: 3692.751465
	Iteration 26Q: 3 clusters Score -1.022165e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47593 members 
Mstep: Class 2 contains 38425 members 
Entering Unmasked Estep 
Score: -10221932.000000 Penalty: 3692.751465
	Iteration 27Q: 3 clusters Score -1.022193e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48245 members 
Mstep: Class 2 contains 37773 members 
Entering Unmasked Estep 
Score: -10222429.000000 Penalty: 3692.751465
	Iteration 28Q: 3 clusters Score -1.022243e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48890 members 
Mstep: Class 2 contains 37128 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1.022278e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49609 members 
Mstep: Class 2 contains 36409 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1.022321e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50342 members 
Mstep: Class 2 contains 35676 members 
Entering Unmasked Estep 
Score: -10223668.000000 Penalty: 3692.751465
	Iteration 31Q: 3 clusters Score -1.022367e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51062 members 
Mstep: Class 2 contains 34956 members 
Entering Unmasked Estep 
Score: -10224019.000000 Penalty: 3692.751465
	Iteration 32Q: 3 clusters Score -1.022402e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51827 members 
Mstep: Class 2 contains 34191 members 
Entering Unmasked Estep 
Score: -10224354.000000 Penalty: 3692.751465
	Iteration 33Q: 3 clusters Score -1.022435e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52606 members 
Mstep: Class 2 contains 33412 members 
Entering Unmasked Estep 
Score: -10224713.000000 Penalty: 3692.751465
	Iteration 34Q: 3 clusters Score -1.022471e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53351 members 
Mstep: Class 2 contains 32667 members 
Entering Unmasked Estep 
Score: -10224994.000000 Penalty: 3692.751465
	Iteration 35Q: 3 clusters Score -1.022499e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54069 members 
Mstep: Class 2 contains 31949 members 
Entering Unmasked Estep 
Score: -10225271.000000 Penalty: 3692.751465
	Iteration 36Q: 3 clusters Score -1.022527e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54754 members 
Mstep: Class 2 contains 31264 members 
Entering Unmasked Estep 
Score: -10225476.000000 Penalty: 3692.751465
	Iteration 37Q: 3 clusters Score -1.022548e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55452 members 
Mstep: Class 2 contains 30566 members 
Entering Unmasked Estep 
Score: -10225655.000000 Penalty: 3692.751465
	Iteration 38Q: 3 clusters Score -1.022566e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56134 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -10225794.000000 Penalty: 3692.751465
	Iteration 39Q: 3 clusters Score -1.022579e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56783 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -10226032.000000 Penalty: 3692.751465
	Iteration 40F: 3 clusters Score -1.022603e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57515 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1.022622e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58248 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -10226358.000000 Penalty: 3692.751465
	Iteration 42Q: 3 clusters Score -1.022636e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58947 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -10226511.000000 Penalty: 3692.751465
	Iteration 43Q: 3 clusters Score -1.022651e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59639 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -10226641.000000 Penalty: 3692.751465
	Iteration 44Q: 3 clusters Score -1.022664e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60331 members 
Mstep: Class 2 contains 25687 members 
Entering Unmasked Estep 
Score: -10226756.000000 Penalty: 3692.751465
	Iteration 45Q: 3 clusters Score -1.022676e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61047 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -10226899.000000 Penalty: 3692.751465
	Iteration 46Q: 3 clusters Score -1.02269e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61713 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -10227026.000000 Penalty: 3692.751465
	Iteration 47Q: 3 clusters Score -1.022703e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62413 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -10227144.000000 Penalty: 3692.751465
	Iteration 48Q: 3 clusters Score -1.022714e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63121 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -10227240.000000 Penalty: 3692.751465
	Iteration 49Q: 3 clusters Score -1.022724e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63830 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -10227367.000000 Penalty: 3692.751465
	Iteration 50Q: 3 clusters Score -1.022737e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64607 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -10227551.000000 Penalty: 3692.751465
	Iteration 51Q: 3 clusters Score -1.022755e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65341 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -10227668.000000 Penalty: 3692.751465
	Iteration 52Q: 3 clusters Score -1.022767e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66120 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -10227752.000000 Penalty: 3692.751465
	Iteration 53Q: 3 clusters Score -1.022775e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66823 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -10227854.000000 Penalty: 3692.751465
	Iteration 54Q: 3 clusters Score -1.022785e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67522 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -10227963.000000 Penalty: 3692.751465
	Iteration 55Q: 3 clusters Score -1.022796e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68198 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -10228121.000000 Penalty: 3692.751465
	Iteration 56Q: 3 clusters Score -1.022812e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68928 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -10228238.000000 Penalty: 3692.751465
	Iteration 57Q: 3 clusters Score -1.022824e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69655 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -10228386.000000 Penalty: 3692.751465
	Iteration 58Q: 3 clusters Score -1.022839e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70363 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1.022856e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71028 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -10228647.000000 Penalty: 3692.751465
	Iteration 60F: 3 clusters Score -1.022865e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71658 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1.022876e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72258 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1.022887e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72898 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1.022899e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73471 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -10229095.000000 Penalty: 3692.751465
	Iteration 64Q: 3 clusters Score -1.02291e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74039 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -10229257.000000 Penalty: 3692.751465
	Iteration 65Q: 3 clusters Score -1.022926e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74603 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -10229359.000000 Penalty: 3692.751465
	Iteration 66Q: 3 clusters Score -1.022936e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75166 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -10229443.000000 Penalty: 3692.751465
	Iteration 67Q: 3 clusters Score -1.022944e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75713 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -10229506.000000 Penalty: 3692.751465
	Iteration 68Q: 3 clusters Score -1.022951e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76237 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -10229643.000000 Penalty: 3692.751465
	Iteration 69Q: 3 clusters Score -1.022964e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76738 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -10229681.000000 Penalty: 3692.751465
	Iteration 70Q: 3 clusters Score -1.022968e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77190 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -10229762.000000 Penalty: 3692.751465
	Iteration 71Q: 3 clusters Score -1.022976e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77624 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -10229865.000000 Penalty: 3692.751465
	Iteration 72Q: 3 clusters Score -1.022986e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78058 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -10229935.000000 Penalty: 3692.751465
	Iteration 73Q: 3 clusters Score -1.022994e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78499 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1.023005e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78909 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -10230153.000000 Penalty: 3692.751465
	Iteration 75Q: 3 clusters Score -1.023015e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79294 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -10230207.000000 Penalty: 3692.751465
	Iteration 76Q: 3 clusters Score -1.023021e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79638 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -10230246.000000 Penalty: 3692.751465
	Iteration 77Q: 3 clusters Score -1.023025e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80018 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -10230297.000000 Penalty: 3692.751465
	Iteration 78Q: 3 clusters Score -1.02303e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80353 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -10230403.000000 Penalty: 3692.751465
	Iteration 79Q: 3 clusters Score -1.02304e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80700 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -10230511.000000 Penalty: 3692.751465
	Iteration 80F: 3 clusters Score -1.023051e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81029 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1.023059e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81363 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -10230663.000000 Penalty: 3692.751465
	Iteration 82Q: 3 clusters Score -1.023066e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81686 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1.023082e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81979 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1.02309e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82238 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1.0231e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82480 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1.023108e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82695 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1.023115e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82868 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1.023121e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83016 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1.023125e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83142 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1.023128e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83259 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1.023131e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83351 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1.023135e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83425 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1.023138e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83484 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1.023138e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83534 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1.023138e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83584 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1.023142e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83620 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1.023142e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83657 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -10231401.000000 Penalty: 3692.751465
	Iteration 98Q: 3 clusters Score -1.02314e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83678 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1.02314e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83697 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -10231408.000000 Penalty: 3692.751465
	Iteration 100F: 3 clusters Score -1.023141e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83717 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1.023143e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83738 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1.023142e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83748 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -10231413.000000 Penalty: 3692.751465
	Iteration 103Q: 3 clusters Score -1.023141e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83755 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1.023141e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83764 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -10231418.000000 Penalty: 3692.751465
	Iteration 105Q: 3 clusters Score -1.023142e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83775 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -10231426.000000 Penalty: 3692.751465
	Iteration 106Q: 3 clusters Score -1.023143e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83785 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -10231422.000000 Penalty: 3692.751465
	Iteration 107Q: 3 clusters Score -1.023142e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83800 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -10231430.000000 Penalty: 3692.751465
	Iteration 108Q: 3 clusters Score -1.023143e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83813 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -10231422.000000 Penalty: 3692.751465
	Iteration 109Q: 3 clusters Score -1.023142e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83824 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -10231410.000000 Penalty: 3692.751465
	Iteration 110Q: 3 clusters Score -1.023141e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83831 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -10231411.000000 Penalty: 3692.751465
	Iteration 111Q: 3 clusters Score -1.023141e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83840 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -10231412.000000 Penalty: 3692.751465
	Iteration 112Q: 3 clusters Score -1.023141e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83848 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -10231407.000000 Penalty: 3692.751465
	Iteration 113Q: 3 clusters Score -1.023141e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83851 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -10231412.000000 Penalty: 3692.751465
	Iteration 114Q: 3 clusters Score -1.023141e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83859 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -10231411.000000 Penalty: 3692.751465
	Iteration 115Q: 3 clusters Score -1.023141e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83864 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -10231423.000000 Penalty: 3692.751465
	Iteration 116Q: 3 clusters Score -1.023142e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83866 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -10231423.000000 Penalty: 3692.751465
	Iteration 117Q: 3 clusters Score -1.023142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83867 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -10231425.000000 Penalty: 3692.751465
	Iteration 118Q: 3 clusters Score -1.023142e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83869 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -10231425.000000 Penalty: 3692.751465
	Iteration 119Q: 3 clusters Score -1.023142e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83872 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -10231426.000000 Penalty: 3692.751465
	Iteration 120F: 3 clusters Score -1.023143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83875 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -10231427.000000 Penalty: 3692.751465
	Iteration 121Q: 3 clusters Score -1.023143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83878 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -10231418.000000 Penalty: 3692.751465
	Iteration 122Q: 3 clusters Score -1.023142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83879 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -10231417.000000 Penalty: 3692.751465
	Iteration 123Q: 3 clusters Score -1.023142e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83879 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -10231417.000000 Penalty: 3692.751465
	Iteration 124F: 3 clusters Score -1.023142e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Entering Unmasked Estep 
Score: -1454620.000000 Penalty: 1533.226929
	Iteration 0F: 2 clusters Score -1454620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1445776.750000 Penalty: 3066.453857
	Iteration 0F: 3 clusters Score -1445777 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1448692.375000 Penalty: 3066.453857
	Iteration 1F: 3 clusters Score -1448692 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1448978.875000 Penalty: 3066.453857
	Iteration 2F: 3 clusters Score -1448979 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1449230.375000 Penalty: 3066.453857
	Iteration 3F: 3 clusters Score -1449230 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1449499.250000 Penalty: 3066.453857
	Iteration 4Q: 3 clusters Score -1449499 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1449826.625000 Penalty: 3066.453857
	Iteration 5F: 3 clusters Score -1449827 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1450215.625000 Penalty: 3066.453857
	Iteration 6F: 3 clusters Score -1450216 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1450681.750000 Penalty: 3066.453857
	Iteration 7F: 3 clusters Score -1450682 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1451312.375000 Penalty: 3066.453857
	Iteration 8F: 3 clusters Score -1451312 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1452020.875000 Penalty: 3066.453857
	Iteration 9F: 3 clusters Score -1452021 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1452600.625000 Penalty: 3066.453857
	Iteration 10Q: 3 clusters Score -1452601 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1452940.750000 Penalty: 3066.453857
	Iteration 11Q: 3 clusters Score -1452941 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1453089.500000 Penalty: 3066.453857
	Iteration 12Q: 3 clusters Score -1453090 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1453161.500000 Penalty: 3066.453857
	Iteration 13Q: 3 clusters Score -1453162 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1453212.750000 Penalty: 3066.453857
	Iteration 14Q: 3 clusters Score -1453213 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1453235.250000 Penalty: 3066.453857
	Iteration 15Q: 3 clusters Score -1453235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -1453244.750000 Penalty: 3066.453857
	Iteration 16Q: 3 clusters Score -1453245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -1453251.250000 Penalty: 3066.453857
	Iteration 17Q: 3 clusters Score -1453251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -1453252.625000 Penalty: 3066.453857
	Iteration 18Q: 3 clusters Score -1453253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1453257.375000 Penalty: 3066.453857
	Iteration 19Q: 3 clusters Score -1453257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1453257.375000 Penalty: 3066.453857
	Iteration 20F: 3 clusters Score -1453257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (38333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38333 members 
Entering Unmasked Estep 
Score: -4588208.000000 Penalty: 1715.035889
	Iteration 0F: 2 clusters Score -4588208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -4562064.500000 Penalty: 3430.071777
	Iteration 0F: 3 clusters Score -4562064 nChanged 17825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -4571974.500000 Penalty: 3430.071777
	Iteration 1F: 3 clusters Score -4571974 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -4572290.500000 Penalty: 3430.071777
	Iteration 2Q: 3 clusters Score -4572290 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -4572672.500000 Penalty: 3430.071777
	Iteration 3Q: 3 clusters Score -4572672 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -4573224.500000 Penalty: 3430.071777
	Iteration 4Q: 3 clusters Score -4573224 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -4574004.000000 Penalty: 3430.071777
	Iteration 5Q: 3 clusters Score -4574004 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -4575233.500000 Penalty: 3430.071777
	Iteration 6F: 3 clusters Score -4575234 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -4577148.000000 Penalty: 3430.071777
	Iteration 7F: 3 clusters Score -4577148 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -4579515.000000 Penalty: 3430.071777
	Iteration 8F: 3 clusters Score -4579515 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
Score: -4581866.000000 Penalty: 3430.071777
	Iteration 9F: 3 clusters Score -4581866 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 35195 members 
Entering Unmasked Estep 
Score: -4583840.500000 Penalty: 3430.071777
	Iteration 10F: 3 clusters Score -4583840 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 36666 members 
Entering Unmasked Estep 
Score: -4585180.500000 Penalty: 3430.071777
	Iteration 11Q: 3 clusters Score -4585180 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 37490 members 
Entering Unmasked Estep 
Score: -4585935.000000 Penalty: 3430.071777
	Iteration 12Q: 3 clusters Score -4585935 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 37912 members 
Entering Unmasked Estep 
Score: -4586333.500000 Penalty: 3430.071777
	Iteration 13Q: 3 clusters Score -4586334 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 38082 members 
Entering Unmasked Estep 
Score: -4586499.500000 Penalty: 3430.071777
	Iteration 14Q: 3 clusters Score -4586500 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 38135 members 
Entering Unmasked Estep 
Score: -4586589.000000 Penalty: 3430.071777
	Iteration 15Q: 3 clusters Score -4586589 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 38157 members 
Entering Unmasked Estep 
Score: -4586620.000000 Penalty: 3430.071777
	Iteration 16Q: 3 clusters Score -4586620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 38162 members 
Entering Unmasked Estep 
Score: -4586635.500000 Penalty: 3430.071777
	Iteration 17Q: 3 clusters Score -4586636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 38168 members 
Entering Unmasked Estep 
Score: -4586648.000000 Penalty: 3430.071777
	Iteration 18Q: 3 clusters Score -4586648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 38170 members 
Entering Unmasked Estep 
Score: -4586655.500000 Penalty: 3430.071777
	Iteration 19Q: 3 clusters Score -4586656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 38174 members 
Entering Unmasked Estep 
Score: -4586663.500000 Penalty: 3430.071777
	Iteration 20F: 3 clusters Score -4586664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 38177 members 
Entering Unmasked Estep 
Score: -4586670.500000 Penalty: 3430.071777
	Iteration 21Q: 3 clusters Score -4586670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 38179 members 
Entering Unmasked Estep 
Score: -4586673.000000 Penalty: 3430.071777
	Iteration 22Q: 3 clusters Score -4586673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 38183 members 
Entering Unmasked Estep 
Score: -4586679.500000 Penalty: 3430.071777
	Iteration 23Q: 3 clusters Score -4586680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -4586682.000000 Penalty: 3430.071777
	Iteration 24Q: 3 clusters Score -4586682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 38186 members 
Entering Unmasked Estep 
Score: -4586682.000000 Penalty: 3430.071777
	Iteration 25Q: 3 clusters Score -4586682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 38187 members 
Entering Unmasked Estep 
Score: -4586682.500000 Penalty: 3430.071777
	Iteration 26Q: 3 clusters Score -4586682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 38190 members 
Entering Unmasked Estep 
Score: -4586694.500000 Penalty: 3430.071777
	Iteration 27Q: 3 clusters Score -4586694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 38190 members 
Entering Unmasked Estep 
Score: -4586692.000000 Penalty: 3430.071777
	Iteration 28Q: 3 clusters Score -4586692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 38191 members 
Entering Unmasked Estep 
Score: -4586688.500000 Penalty: 3430.071777
	Iteration 29Q: 3 clusters Score -4586688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 38191 members 
Entering Unmasked Estep 
Score: -4586688.500000 Penalty: 3430.071777
	Iteration 30F: 3 clusters Score -4586688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (40801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Entering Unmasked Estep 
Score: -4482413.000000 Penalty: 1725.175049
	Iteration 0F: 2 clusters Score -4482413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -4455077.500000 Penalty: 3450.350098
	Iteration 0F: 3 clusters Score -4455078 nChanged 19003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -4466080.000000 Penalty: 3450.350098
	Iteration 1F: 3 clusters Score -4466080 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -4466509.000000 Penalty: 3450.350098
	Iteration 2Q: 3 clusters Score -4466509 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -4466919.000000 Penalty: 3450.350098
	Iteration 3Q: 3 clusters Score -4466919 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -4467379.500000 Penalty: 3450.350098
	Iteration 4Q: 3 clusters Score -4467380 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -4467883.500000 Penalty: 3450.350098
	Iteration 5Q: 3 clusters Score -4467884 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -4468536.000000 Penalty: 3450.350098
	Iteration 6Q: 3 clusters Score -4468536 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -4469370.000000 Penalty: 3450.350098
	Iteration 7Q: 3 clusters Score -4469370 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -4470610.000000 Penalty: 3450.350098
	Iteration 8Q: 3 clusters Score -4470610 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -4472241.500000 Penalty: 3450.350098
	Iteration 9F: 3 clusters Score -4472242 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 28481 members 
Entering Unmasked Estep 
Score: -4474291.000000 Penalty: 3450.350098
	Iteration 10F: 3 clusters Score -4474291 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 29573 members 
Entering Unmasked Estep 
Score: -4475919.500000 Penalty: 3450.350098
	Iteration 11Q: 3 clusters Score -4475920 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
Score: -4476784.500000 Penalty: 3450.350098
	Iteration 12Q: 3 clusters Score -4476784 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -4477212.000000 Penalty: 3450.350098
	Iteration 13Q: 3 clusters Score -4477212 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 31486 members 
Entering Unmasked Estep 
Score: -4477476.500000 Penalty: 3450.350098
	Iteration 14Q: 3 clusters Score -4477476 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 32038 members 
Entering Unmasked Estep 
Score: -4477695.500000 Penalty: 3450.350098
	Iteration 15Q: 3 clusters Score -4477696 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
Score: -4477837.500000 Penalty: 3450.350098
	Iteration 16Q: 3 clusters Score -4477838 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 33061 members 
Entering Unmasked Estep 
Score: -4477989.000000 Penalty: 3450.350098
	Iteration 17Q: 3 clusters Score -4477989 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 33594 members 
Entering Unmasked Estep 
Score: -4478144.500000 Penalty: 3450.350098
	Iteration 18Q: 3 clusters Score -4478144 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 34121 members 
Entering Unmasked Estep 
Score: -4478306.000000 Penalty: 3450.350098
	Iteration 19Q: 3 clusters Score -4478306 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 34647 members 
Entering Unmasked Estep 
Score: -4478473.000000 Penalty: 3450.350098
	Iteration 20F: 3 clusters Score -4478473 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 35172 members 
Entering Unmasked Estep 
Score: -4478652.500000 Penalty: 3450.350098
	Iteration 21Q: 3 clusters Score -4478652 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 35681 members 
Entering Unmasked Estep 
Score: -4478821.000000 Penalty: 3450.350098
	Iteration 22Q: 3 clusters Score -4478821 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -4478974.000000 Penalty: 3450.350098
	Iteration 23Q: 3 clusters Score -4478974 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 36590 members 
Entering Unmasked Estep 
Score: -4479172.500000 Penalty: 3450.350098
	Iteration 24Q: 3 clusters Score -4479172 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 37068 members 
Entering Unmasked Estep 
Score: -4479395.000000 Penalty: 3450.350098
	Iteration 25Q: 3 clusters Score -4479395 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 37540 members 
Entering Unmasked Estep 
Score: -4479602.000000 Penalty: 3450.350098
	Iteration 26Q: 3 clusters Score -4479602 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 37997 members 
Entering Unmasked Estep 
Score: -4479822.500000 Penalty: 3450.350098
	Iteration 27Q: 3 clusters Score -4479822 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 38403 members 
Entering Unmasked Estep 
Score: -4480021.000000 Penalty: 3450.350098
	Iteration 28Q: 3 clusters Score -4480021 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 38761 members 
Entering Unmasked Estep 
Score: -4480204.000000 Penalty: 3450.350098
	Iteration 29Q: 3 clusters Score -4480204 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 39079 members 
Entering Unmasked Estep 
Score: -4480352.000000 Penalty: 3450.350098
	Iteration 30Q: 3 clusters Score -4480352 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 39348 members 
Entering Unmasked Estep 
Score: -4480474.000000 Penalty: 3450.350098
	Iteration 31Q: 3 clusters Score -4480474 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 39553 members 
Entering Unmasked Estep 
Score: -4480584.000000 Penalty: 3450.350098
	Iteration 32Q: 3 clusters Score -4480584 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 39713 members 
Entering Unmasked Estep 
Score: -4480678.000000 Penalty: 3450.350098
	Iteration 33Q: 3 clusters Score -4480678 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 39835 members 
Entering Unmasked Estep 
Score: -4480735.000000 Penalty: 3450.350098
	Iteration 34Q: 3 clusters Score -4480735 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 39910 members 
Entering Unmasked Estep 
Score: -4480779.500000 Penalty: 3450.350098
	Iteration 35Q: 3 clusters Score -4480780 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 39977 members 
Entering Unmasked Estep 
Score: -4480800.500000 Penalty: 3450.350098
	Iteration 36Q: 3 clusters Score -4480800 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 40024 members 
Entering Unmasked Estep 
Score: -4480826.000000 Penalty: 3450.350098
	Iteration 37Q: 3 clusters Score -4480826 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 40071 members 
Entering Unmasked Estep 
Score: -4480843.500000 Penalty: 3450.350098
	Iteration 38Q: 3 clusters Score -4480844 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 40106 members 
Entering Unmasked Estep 
Score: -4480867.000000 Penalty: 3450.350098
	Iteration 39Q: 3 clusters Score -4480867 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 40135 members 
Entering Unmasked Estep 
Score: -4480891.500000 Penalty: 3450.350098
	Iteration 40F: 3 clusters Score -4480892 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 40158 members 
Entering Unmasked Estep 
Score: -4480898.500000 Penalty: 3450.350098
	Iteration 41Q: 3 clusters Score -4480898 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 40179 members 
Entering Unmasked Estep 
Score: -4480916.000000 Penalty: 3450.350098
	Iteration 42Q: 3 clusters Score -4480916 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 40198 members 
Entering Unmasked Estep 
Score: -4480923.000000 Penalty: 3450.350098
	Iteration 43Q: 3 clusters Score -4480923 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 40214 members 
Entering Unmasked Estep 
Score: -4480932.500000 Penalty: 3450.350098
	Iteration 44Q: 3 clusters Score -4480932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 40225 members 
Entering Unmasked Estep 
Score: -4480940.500000 Penalty: 3450.350098
	Iteration 45Q: 3 clusters Score -4480940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
Score: -4480945.500000 Penalty: 3450.350098
	Iteration 46Q: 3 clusters Score -4480946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 40238 members 
Entering Unmasked Estep 
Score: -4480952.500000 Penalty: 3450.350098
	Iteration 47Q: 3 clusters Score -4480952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
Score: -4480957.000000 Penalty: 3450.350098
	Iteration 48Q: 3 clusters Score -4480957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 40256 members 
Entering Unmasked Estep 
Score: -4480958.000000 Penalty: 3450.350098
	Iteration 49Q: 3 clusters Score -4480958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 40263 members 
Entering Unmasked Estep 
Score: -4480964.000000 Penalty: 3450.350098
	Iteration 50Q: 3 clusters Score -4480964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 40269 members 
Entering Unmasked Estep 
Score: -4480965.500000 Penalty: 3450.350098
	Iteration 51Q: 3 clusters Score -4480966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 40273 members 
Entering Unmasked Estep 
Score: -4480966.500000 Penalty: 3450.350098
	Iteration 52Q: 3 clusters Score -4480966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 40279 members 
Entering Unmasked Estep 
Score: -4480971.500000 Penalty: 3450.350098
	Iteration 53Q: 3 clusters Score -4480972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 40284 members 
Entering Unmasked Estep 
Score: -4480970.500000 Penalty: 3450.350098
	Iteration 54Q: 3 clusters Score -4480970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 40290 members 
Entering Unmasked Estep 
Score: -4480977.000000 Penalty: 3450.350098
	Iteration 55Q: 3 clusters Score -4480977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
Score: -4480979.000000 Penalty: 3450.350098
	Iteration 56Q: 3 clusters Score -4480979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 40293 members 
Entering Unmasked Estep 
Score: -4480981.500000 Penalty: 3450.350098
	Iteration 57Q: 3 clusters Score -4480982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 40295 members 
Entering Unmasked Estep 
Score: -4480976.500000 Penalty: 3450.350098
	Iteration 58Q: 3 clusters Score -4480976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 40295 members 
Entering Unmasked Estep 
Score: -4480976.500000 Penalty: 3450.350098
	Iteration 59F: 3 clusters Score -4480976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (97598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97598 members 
Entering Unmasked Estep 
Score: -11123555.000000 Penalty: 1866.899536
	Iteration 0F: 2 clusters Score -1.112356e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48836 members 
Mstep: Class 2 contains 48762 members 
Entering Unmasked Estep 
Score: -11058323.000000 Penalty: 3733.799072
	Iteration 0F: 3 clusters Score -1.105832e+07 nChanged 46744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50046 members 
Mstep: Class 2 contains 47552 members 
Entering Unmasked Estep 
Score: -11085285.000000 Penalty: 3733.799072
	Iteration 1F: 3 clusters Score -1.108528e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50568 members 
Mstep: Class 2 contains 47030 members 
Entering Unmasked Estep 
Score: -11086078.000000 Penalty: 3733.799072
	Iteration 2Q: 3 clusters Score -1.108608e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51470 members 
Mstep: Class 2 contains 46128 members 
Entering Unmasked Estep 
Score: -11087070.000000 Penalty: 3733.799072
	Iteration 3Q: 3 clusters Score -1.108707e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52828 members 
Mstep: Class 2 contains 44770 members 
Entering Unmasked Estep 
Score: -11088291.000000 Penalty: 3733.799072
	Iteration 4Q: 3 clusters Score -1.108829e+07 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54919 members 
Mstep: Class 2 contains 42679 members 
Entering Unmasked Estep 
Score: -11089906.000000 Penalty: 3733.799072
	Iteration 5Q: 3 clusters Score -1.108991e+07 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57932 members 
Mstep: Class 2 contains 39666 members 
Entering Unmasked Estep 
Score: -11092188.000000 Penalty: 3733.799072
	Iteration 6Q: 3 clusters Score -1.109219e+07 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61947 members 
Mstep: Class 2 contains 35651 members 
Entering Unmasked Estep 
Score: -11095575.000000 Penalty: 3733.799072
	Iteration 7F: 3 clusters Score -1.109558e+07 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66854 members 
Mstep: Class 2 contains 30744 members 
Entering Unmasked Estep 
Score: -11100354.000000 Penalty: 3733.799072
	Iteration 8F: 3 clusters Score -1.110035e+07 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71826 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -11105806.000000 Penalty: 3733.799072
	Iteration 9F: 3 clusters Score -1.110581e+07 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76036 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -11110640.000000 Penalty: 3733.799072
	Iteration 10F: 3 clusters Score -1.111064e+07 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79221 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -11113654.000000 Penalty: 3733.799072
	Iteration 11Q: 3 clusters Score -1.111365e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81857 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -11115498.000000 Penalty: 3733.799072
	Iteration 12Q: 3 clusters Score -1.11155e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84238 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -11116850.000000 Penalty: 3733.799072
	Iteration 13Q: 3 clusters Score -1.111685e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86322 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -11117987.000000 Penalty: 3733.799072
	Iteration 14Q: 3 clusters Score -1.111799e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88208 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -11119114.000000 Penalty: 3733.799072
	Iteration 15Q: 3 clusters Score -1.111911e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89815 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -11119983.000000 Penalty: 3733.799072
	Iteration 16Q: 3 clusters Score -1.111998e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91088 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -11120724.000000 Penalty: 3733.799072
	Iteration 17Q: 3 clusters Score -1.112072e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92147 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -11121298.000000 Penalty: 3733.799072
	Iteration 18Q: 3 clusters Score -1.11213e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93015 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -11121707.000000 Penalty: 3733.799072
	Iteration 19Q: 3 clusters Score -1.112171e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93676 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -11122000.000000 Penalty: 3733.799072
	Iteration 20F: 3 clusters Score -1.1122e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94182 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -11122230.000000 Penalty: 3733.799072
	Iteration 21Q: 3 clusters Score -1.112223e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94554 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -11122361.000000 Penalty: 3733.799072
	Iteration 22Q: 3 clusters Score -1.112236e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94835 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -11122462.000000 Penalty: 3733.799072
	Iteration 23Q: 3 clusters Score -1.112246e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95038 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -11122518.000000 Penalty: 3733.799072
	Iteration 24Q: 3 clusters Score -1.112252e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95206 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -11122571.000000 Penalty: 3733.799072
	Iteration 25Q: 3 clusters Score -1.112257e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95344 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -11122619.000000 Penalty: 3733.799072
	Iteration 26Q: 3 clusters Score -1.112262e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95450 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -11122637.000000 Penalty: 3733.799072
	Iteration 27Q: 3 clusters Score -1.112264e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95533 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -11122639.000000 Penalty: 3733.799072
	Iteration 28Q: 3 clusters Score -1.112264e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95592 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -11122641.000000 Penalty: 3733.799072
	Iteration 29Q: 3 clusters Score -1.112264e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95645 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -11122666.000000 Penalty: 3733.799072
	Iteration 30Q: 3 clusters Score -1.112267e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95689 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -11122669.000000 Penalty: 3733.799072
	Iteration 31Q: 3 clusters Score -1.112267e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95719 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -11122663.000000 Penalty: 3733.799072
	Iteration 32Q: 3 clusters Score -1.112266e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95752 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -11122685.000000 Penalty: 3733.799072
	Iteration 33Q: 3 clusters Score -1.112268e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95775 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -11122680.000000 Penalty: 3733.799072
	Iteration 34Q: 3 clusters Score -1.112268e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95793 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -11122673.000000 Penalty: 3733.799072
	Iteration 35Q: 3 clusters Score -1.112267e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95810 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -11122678.000000 Penalty: 3733.799072
	Iteration 36Q: 3 clusters Score -1.112268e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95821 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -11122681.000000 Penalty: 3733.799072
	Iteration 37Q: 3 clusters Score -1.112268e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95832 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -11122684.000000 Penalty: 3733.799072
	Iteration 38Q: 3 clusters Score -1.112268e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95840 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -11122680.000000 Penalty: 3733.799072
	Iteration 39Q: 3 clusters Score -1.112268e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95842 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -11122677.000000 Penalty: 3733.799072
	Iteration 40F: 3 clusters Score -1.112268e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95844 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -11122681.000000 Penalty: 3733.799072
	Iteration 41Q: 3 clusters Score -1.112268e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95845 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -11122677.000000 Penalty: 3733.799072
	Iteration 42Q: 3 clusters Score -1.112268e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95846 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -11122673.000000 Penalty: 3733.799072
	Iteration 43Q: 3 clusters Score -1.112267e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95849 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -11122670.000000 Penalty: 3733.799072
	Iteration 44Q: 3 clusters Score -1.112267e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95853 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -11122667.000000 Penalty: 3733.799072
	Iteration 45Q: 3 clusters Score -1.112267e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95857 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -11122671.000000 Penalty: 3733.799072
	Iteration 46Q: 3 clusters Score -1.112267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95859 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -11122677.000000 Penalty: 3733.799072
	Iteration 47Q: 3 clusters Score -1.112268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95862 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -11122676.000000 Penalty: 3733.799072
	Iteration 48Q: 3 clusters Score -1.112268e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95866 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -11122669.000000 Penalty: 3733.799072
	Iteration 49Q: 3 clusters Score -1.112267e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95871 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -11122679.000000 Penalty: 3733.799072
	Iteration 50Q: 3 clusters Score -1.112268e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95876 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -11122681.000000 Penalty: 3733.799072
	Iteration 51Q: 3 clusters Score -1.112268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95879 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -11122689.000000 Penalty: 3733.799072
	Iteration 52Q: 3 clusters Score -1.112269e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95881 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -11122698.000000 Penalty: 3733.799072
	Iteration 53Q: 3 clusters Score -1.11227e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95885 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -11122690.000000 Penalty: 3733.799072
	Iteration 54Q: 3 clusters Score -1.112269e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95888 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -11122699.000000 Penalty: 3733.799072
	Iteration 55Q: 3 clusters Score -1.11227e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95890 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -11122697.000000 Penalty: 3733.799072
	Iteration 56Q: 3 clusters Score -1.11227e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95890 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -11122697.000000 Penalty: 3733.799072
	Iteration 57F: 3 clusters Score -1.11227e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (19254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Entering Unmasked Estep 
Score: -2098955.500000 Penalty: 1603.139526
	Iteration 0F: 2 clusters Score -2098956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -2085857.250000 Penalty: 3206.279053
	Iteration 0F: 3 clusters Score -2085857 nChanged 8608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -2090483.250000 Penalty: 3206.279053
	Iteration 1F: 3 clusters Score -2090483 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -2090801.375000 Penalty: 3206.279053
	Iteration 2Q: 3 clusters Score -2090801 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -2091111.625000 Penalty: 3206.279053
	Iteration 3Q: 3 clusters Score -2091112 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -2091395.000000 Penalty: 3206.279053
	Iteration 4Q: 3 clusters Score -2091395 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -2091716.500000 Penalty: 3206.279053
	Iteration 5Q: 3 clusters Score -2091716 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -2092128.625000 Penalty: 3206.279053
	Iteration 6Q: 3 clusters Score -2092129 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -2092669.625000 Penalty: 3206.279053
	Iteration 7Q: 3 clusters Score -2092670 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -2093328.375000 Penalty: 3206.279053
	Iteration 8F: 3 clusters Score -2093328 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -2094022.125000 Penalty: 3206.279053
	Iteration 9F: 3 clusters Score -2094022 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -2094748.750000 Penalty: 3206.279053
	Iteration 10F: 3 clusters Score -2094749 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -2095448.625000 Penalty: 3206.279053
	Iteration 11Q: 3 clusters Score -2095449 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2096119.375000 Penalty: 3206.279053
	Iteration 12Q: 3 clusters Score -2096119 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2096651.875000 Penalty: 3206.279053
	Iteration 13Q: 3 clusters Score -2096652 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2097023.000000 Penalty: 3206.279053
	Iteration 14Q: 3 clusters Score -2097023 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2097274.750000 Penalty: 3206.279053
	Iteration 15Q: 3 clusters Score -2097275 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2097441.750000 Penalty: 3206.279053
	Iteration 16Q: 3 clusters Score -2097442 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2097527.750000 Penalty: 3206.279053
	Iteration 17Q: 3 clusters Score -2097528 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2097577.250000 Penalty: 3206.279053
	Iteration 18Q: 3 clusters Score -2097577 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2097626.500000 Penalty: 3206.279053
	Iteration 19Q: 3 clusters Score -2097626 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2097658.750000 Penalty: 3206.279053
	Iteration 20F: 3 clusters Score -2097659 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2097677.750000 Penalty: 3206.279053
	Iteration 21Q: 3 clusters Score -2097678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2097691.000000 Penalty: 3206.279053
	Iteration 22Q: 3 clusters Score -2097691 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2097710.250000 Penalty: 3206.279053
	Iteration 23Q: 3 clusters Score -2097710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2097720.000000 Penalty: 3206.279053
	Iteration 24Q: 3 clusters Score -2097720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2097723.750000 Penalty: 3206.279053
	Iteration 25Q: 3 clusters Score -2097724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2097736.250000 Penalty: 3206.279053
	Iteration 26Q: 3 clusters Score -2097736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2097753.750000 Penalty: 3206.279053
	Iteration 27Q: 3 clusters Score -2097754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2097761.500000 Penalty: 3206.279053
	Iteration 28Q: 3 clusters Score -2097762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2097772.500000 Penalty: 3206.279053
	Iteration 29Q: 3 clusters Score -2097772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2097782.750000 Penalty: 3206.279053
	Iteration 30Q: 3 clusters Score -2097783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2097789.500000 Penalty: 3206.279053
	Iteration 31Q: 3 clusters Score -2097790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2097796.750000 Penalty: 3206.279053
	Iteration 32Q: 3 clusters Score -2097797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2097801.250000 Penalty: 3206.279053
	Iteration 33Q: 3 clusters Score -2097801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2097808.500000 Penalty: 3206.279053
	Iteration 34Q: 3 clusters Score -2097808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2097816.000000 Penalty: 3206.279053
	Iteration 35Q: 3 clusters Score -2097816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2097824.000000 Penalty: 3206.279053
	Iteration 36Q: 3 clusters Score -2097824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2097833.000000 Penalty: 3206.279053
	Iteration 37Q: 3 clusters Score -2097833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2097835.500000 Penalty: 3206.279053
	Iteration 38Q: 3 clusters Score -2097836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2097839.000000 Penalty: 3206.279053
	Iteration 39Q: 3 clusters Score -2097839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2097841.500000 Penalty: 3206.279053
	Iteration 40F: 3 clusters Score -2097842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2097841.250000 Penalty: 3206.279053
	Iteration 41Q: 3 clusters Score -2097841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2097841.000000 Penalty: 3206.279053
	Iteration 42Q: 3 clusters Score -2097841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2097845.250000 Penalty: 3206.279053
	Iteration 43Q: 3 clusters Score -2097845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2097845.250000 Penalty: 3206.279053
	Iteration 44F: 3 clusters Score -2097845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (37700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37700 members 
Entering Unmasked Estep 
Score: -4286574.000000 Penalty: 1712.330078
	Iteration 0F: 2 clusters Score -4286574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -4261402.500000 Penalty: 3424.660156
	Iteration 0F: 3 clusters Score -4261402 nChanged 17401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -4271284.500000 Penalty: 3424.660156
	Iteration 1F: 3 clusters Score -4271284 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -4271709.500000 Penalty: 3424.660156
	Iteration 2Q: 3 clusters Score -4271710 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -4272187.000000 Penalty: 3424.660156
	Iteration 3Q: 3 clusters Score -4272187 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -4272734.000000 Penalty: 3424.660156
	Iteration 4Q: 3 clusters Score -4272734 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -4273491.500000 Penalty: 3424.660156
	Iteration 5Q: 3 clusters Score -4273492 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -4274477.500000 Penalty: 3424.660156
	Iteration 6Q: 3 clusters Score -4274478 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -4275870.500000 Penalty: 3424.660156
	Iteration 7F: 3 clusters Score -4275870 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -4277552.500000 Penalty: 3424.660156
	Iteration 8F: 3 clusters Score -4277552 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 27962 members 
Entering Unmasked Estep 
Score: -4279276.000000 Penalty: 3424.660156
	Iteration 9F: 3 clusters Score -4279276 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -4280700.500000 Penalty: 3424.660156
	Iteration 10F: 3 clusters Score -4280700 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -4281743.000000 Penalty: 3424.660156
	Iteration 11Q: 3 clusters Score -4281743 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -4282462.000000 Penalty: 3424.660156
	Iteration 12Q: 3 clusters Score -4282462 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 32241 members 
Entering Unmasked Estep 
Score: -4282967.500000 Penalty: 3424.660156
	Iteration 13Q: 3 clusters Score -4282968 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 32825 members 
Entering Unmasked Estep 
Score: -4283353.000000 Penalty: 3424.660156
	Iteration 14Q: 3 clusters Score -4283353 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 33312 members 
Entering Unmasked Estep 
Score: -4283619.500000 Penalty: 3424.660156
	Iteration 15Q: 3 clusters Score -4283620 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -4283809.000000 Penalty: 3424.660156
	Iteration 16Q: 3 clusters Score -4283809 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 34128 members 
Entering Unmasked Estep 
Score: -4284003.500000 Penalty: 3424.660156
	Iteration 17Q: 3 clusters Score -4284004 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 34452 members 
Entering Unmasked Estep 
Score: -4284147.000000 Penalty: 3424.660156
	Iteration 18Q: 3 clusters Score -4284147 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 34748 members 
Entering Unmasked Estep 
Score: -4284257.500000 Penalty: 3424.660156
	Iteration 19Q: 3 clusters Score -4284258 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 35011 members 
Entering Unmasked Estep 
Score: -4284359.000000 Penalty: 3424.660156
	Iteration 20F: 3 clusters Score -4284359 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 35221 members 
Entering Unmasked Estep 
Score: -4284427.000000 Penalty: 3424.660156
	Iteration 21Q: 3 clusters Score -4284427 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 35412 members 
Entering Unmasked Estep 
Score: -4284491.000000 Penalty: 3424.660156
	Iteration 22Q: 3 clusters Score -4284491 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 35585 members 
Entering Unmasked Estep 
Score: -4284542.500000 Penalty: 3424.660156
	Iteration 23Q: 3 clusters Score -4284542 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 35732 members 
Entering Unmasked Estep 
Score: -4284591.500000 Penalty: 3424.660156
	Iteration 24Q: 3 clusters Score -4284592 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 35864 members 
Entering Unmasked Estep 
Score: -4284635.500000 Penalty: 3424.660156
	Iteration 25Q: 3 clusters Score -4284636 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 35972 members 
Entering Unmasked Estep 
Score: -4284656.000000 Penalty: 3424.660156
	Iteration 26Q: 3 clusters Score -4284656 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -4284709.000000 Penalty: 3424.660156
	Iteration 27Q: 3 clusters Score -4284709 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 36157 members 
Entering Unmasked Estep 
Score: -4284749.500000 Penalty: 3424.660156
	Iteration 28Q: 3 clusters Score -4284750 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 36251 members 
Entering Unmasked Estep 
Score: -4284774.500000 Penalty: 3424.660156
	Iteration 29Q: 3 clusters Score -4284774 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 36331 members 
Entering Unmasked Estep 
Score: -4284806.000000 Penalty: 3424.660156
	Iteration 30Q: 3 clusters Score -4284806 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
Score: -4284825.500000 Penalty: 3424.660156
	Iteration 31Q: 3 clusters Score -4284826 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 36454 members 
Entering Unmasked Estep 
Score: -4284851.000000 Penalty: 3424.660156
	Iteration 32Q: 3 clusters Score -4284851 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 36514 members 
Entering Unmasked Estep 
Score: -4284867.500000 Penalty: 3424.660156
	Iteration 33Q: 3 clusters Score -4284868 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 36579 members 
Entering Unmasked Estep 
Score: -4284897.500000 Penalty: 3424.660156
	Iteration 34Q: 3 clusters Score -4284898 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 36637 members 
Entering Unmasked Estep 
Score: -4284915.000000 Penalty: 3424.660156
	Iteration 35Q: 3 clusters Score -4284915 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 36691 members 
Entering Unmasked Estep 
Score: -4284930.000000 Penalty: 3424.660156
	Iteration 36Q: 3 clusters Score -4284930 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -4284958.500000 Penalty: 3424.660156
	Iteration 37Q: 3 clusters Score -4284958 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 36792 members 
Entering Unmasked Estep 
Score: -4284993.000000 Penalty: 3424.660156
	Iteration 38Q: 3 clusters Score -4284993 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 36831 members 
Entering Unmasked Estep 
Score: -4285006.500000 Penalty: 3424.660156
	Iteration 39Q: 3 clusters Score -4285006 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 36860 members 
Entering Unmasked Estep 
Score: -4285025.500000 Penalty: 3424.660156
	Iteration 40F: 3 clusters Score -4285026 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 36893 members 
Entering Unmasked Estep 
Score: -4285039.500000 Penalty: 3424.660156
	Iteration 41Q: 3 clusters Score -4285040 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 36920 members 
Entering Unmasked Estep 
Score: -4285057.500000 Penalty: 3424.660156
	Iteration 42Q: 3 clusters Score -4285058 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 36940 members 
Entering Unmasked Estep 
Score: -4285068.500000 Penalty: 3424.660156
	Iteration 43Q: 3 clusters Score -4285068 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 36962 members 
Entering Unmasked Estep 
Score: -4285074.500000 Penalty: 3424.660156
	Iteration 44Q: 3 clusters Score -4285074 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 36983 members 
Entering Unmasked Estep 
Score: -4285100.500000 Penalty: 3424.660156
	Iteration 45Q: 3 clusters Score -4285100 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 37005 members 
Entering Unmasked Estep 
Score: -4285102.000000 Penalty: 3424.660156
	Iteration 46Q: 3 clusters Score -4285102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 37010 members 
Entering Unmasked Estep 
Score: -4285107.500000 Penalty: 3424.660156
	Iteration 47Q: 3 clusters Score -4285108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 37023 members 
Entering Unmasked Estep 
Score: -4285109.500000 Penalty: 3424.660156
	Iteration 48Q: 3 clusters Score -4285110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 37033 members 
Entering Unmasked Estep 
Score: -4285119.500000 Penalty: 3424.660156
	Iteration 49Q: 3 clusters Score -4285120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 37042 members 
Entering Unmasked Estep 
Score: -4285125.000000 Penalty: 3424.660156
	Iteration 50Q: 3 clusters Score -4285125 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 37052 members 
Entering Unmasked Estep 
Score: -4285131.000000 Penalty: 3424.660156
	Iteration 51Q: 3 clusters Score -4285131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 37062 members 
Entering Unmasked Estep 
Score: -4285133.500000 Penalty: 3424.660156
	Iteration 52Q: 3 clusters Score -4285134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 37072 members 
Entering Unmasked Estep 
Score: -4285135.500000 Penalty: 3424.660156
	Iteration 53Q: 3 clusters Score -4285136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 37082 members 
Entering Unmasked Estep 
Score: -4285141.000000 Penalty: 3424.660156
	Iteration 54Q: 3 clusters Score -4285141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 37089 members 
Entering Unmasked Estep 
Score: -4285146.500000 Penalty: 3424.660156
	Iteration 55Q: 3 clusters Score -4285146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 37099 members 
Entering Unmasked Estep 
Score: -4285153.000000 Penalty: 3424.660156
	Iteration 56Q: 3 clusters Score -4285153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 37111 members 
Entering Unmasked Estep 
Score: -4285166.500000 Penalty: 3424.660156
	Iteration 57Q: 3 clusters Score -4285166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 37116 members 
Entering Unmasked Estep 
Score: -4285171.500000 Penalty: 3424.660156
	Iteration 58Q: 3 clusters Score -4285172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 37123 members 
Entering Unmasked Estep 
Score: -4285170.500000 Penalty: 3424.660156
	Iteration 59Q: 3 clusters Score -4285170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 37125 members 
Entering Unmasked Estep 
Score: -4285169.500000 Penalty: 3424.660156
	Iteration 60F: 3 clusters Score -4285170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 37127 members 
Entering Unmasked Estep 
Score: -4285172.500000 Penalty: 3424.660156
	Iteration 61Q: 3 clusters Score -4285172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 37129 members 
Entering Unmasked Estep 
Score: -4285170.000000 Penalty: 3424.660156
	Iteration 62Q: 3 clusters Score -4285170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 37132 members 
Entering Unmasked Estep 
Score: -4285171.000000 Penalty: 3424.660156
	Iteration 63Q: 3 clusters Score -4285171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 37134 members 
Entering Unmasked Estep 
Score: -4285174.500000 Penalty: 3424.660156
	Iteration 64Q: 3 clusters Score -4285174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 37136 members 
Entering Unmasked Estep 
Score: -4285174.500000 Penalty: 3424.660156
	Iteration 65Q: 3 clusters Score -4285174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 37137 members 
Entering Unmasked Estep 
Score: -4285176.500000 Penalty: 3424.660156
	Iteration 66Q: 3 clusters Score -4285176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 37141 members 
Entering Unmasked Estep 
Score: -4285174.000000 Penalty: 3424.660156
	Iteration 67Q: 3 clusters Score -4285174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 37141 members 
Entering Unmasked Estep 
Score: -4285174.000000 Penalty: 3424.660156
	Iteration 68F: 3 clusters Score -4285174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Entering Unmasked Estep 
Score: -1086129.625000 Penalty: 1486.314087
	Iteration 0F: 2 clusters Score -1086130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1079380.875000 Penalty: 2972.628174
	Iteration 0F: 3 clusters Score -1079381 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1081494.375000 Penalty: 2972.628174
	Iteration 1F: 3 clusters Score -1081494 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1081677.375000 Penalty: 2972.628174
	Iteration 2F: 3 clusters Score -1081677 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1081809.375000 Penalty: 2972.628174
	Iteration 3Q: 3 clusters Score -1081809 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1081919.375000 Penalty: 2972.628174
	Iteration 4Q: 3 clusters Score -1081919 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1082019.875000 Penalty: 2972.628174
	Iteration 5Q: 3 clusters Score -1082020 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1082120.375000 Penalty: 2972.628174
	Iteration 6Q: 3 clusters Score -1082120 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1082244.500000 Penalty: 2972.628174
	Iteration 7Q: 3 clusters Score -1082244 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1082415.000000 Penalty: 2972.628174
	Iteration 8Q: 3 clusters Score -1082415 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1082671.875000 Penalty: 2972.628174
	Iteration 9Q: 3 clusters Score -1082672 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1082988.625000 Penalty: 2972.628174
	Iteration 10F: 3 clusters Score -1082989 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1083390.500000 Penalty: 2972.628174
	Iteration 11F: 3 clusters Score -1083390 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1083861.375000 Penalty: 2972.628174
	Iteration 12F: 3 clusters Score -1083861 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1084264.625000 Penalty: 2972.628174
	Iteration 13F: 3 clusters Score -1084265 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1084556.250000 Penalty: 2972.628174
	Iteration 14Q: 3 clusters Score -1084556 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1084758.250000 Penalty: 2972.628174
	Iteration 15Q: 3 clusters Score -1084758 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1084891.375000 Penalty: 2972.628174
	Iteration 16Q: 3 clusters Score -1084891 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1084950.625000 Penalty: 2972.628174
	Iteration 17Q: 3 clusters Score -1084951 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1084985.250000 Penalty: 2972.628174
	Iteration 18Q: 3 clusters Score -1084985 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1085007.875000 Penalty: 2972.628174
	Iteration 19Q: 3 clusters Score -1085008 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1085029.250000 Penalty: 2972.628174
	Iteration 20F: 3 clusters Score -1085029 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1085043.000000 Penalty: 2972.628174
	Iteration 21Q: 3 clusters Score -1085043 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1085058.500000 Penalty: 2972.628174
	Iteration 22Q: 3 clusters Score -1085058 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1085072.125000 Penalty: 2972.628174
	Iteration 23Q: 3 clusters Score -1085072 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1085085.500000 Penalty: 2972.628174
	Iteration 24Q: 3 clusters Score -1085086 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1085093.500000 Penalty: 2972.628174
	Iteration 25Q: 3 clusters Score -1085094 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1085103.125000 Penalty: 2972.628174
	Iteration 26Q: 3 clusters Score -1085103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1085104.875000 Penalty: 2972.628174
	Iteration 27Q: 3 clusters Score -1085105 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1085109.000000 Penalty: 2972.628174
	Iteration 28Q: 3 clusters Score -1085109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1085114.500000 Penalty: 2972.628174
	Iteration 29Q: 3 clusters Score -1085114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1085114.500000 Penalty: 2972.628174
	Iteration 30Q: 3 clusters Score -1085114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1085114.625000 Penalty: 2972.628174
	Iteration 31Q: 3 clusters Score -1085115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1085116.500000 Penalty: 2972.628174
	Iteration 32Q: 3 clusters Score -1085116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1085117.125000 Penalty: 2972.628174
	Iteration 33Q: 3 clusters Score -1085117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1085116.250000 Penalty: 2972.628174
	Iteration 34Q: 3 clusters Score -1085116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1085116.750000 Penalty: 2972.628174
	Iteration 35Q: 3 clusters Score -1085117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1085118.000000 Penalty: 2972.628174
	Iteration 36Q: 3 clusters Score -1085118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1085118.750000 Penalty: 2972.628174
	Iteration 37Q: 3 clusters Score -1085119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1085118.750000 Penalty: 2972.628174
	Iteration 38Q: 3 clusters Score -1085119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1085118.750000 Penalty: 2972.628174
	Iteration 39F: 3 clusters Score -1085119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Entering Unmasked Estep 
Score: -9036.034180 Penalty: 833.608521
	Iteration 0F: 2 clusters Score -9036.034 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 87 members 
Entering Unmasked Estep 
Score: -8373.081055 Penalty: 1667.217041
	Iteration 0F: 3 clusters Score -8373.081 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8518.852539 Penalty: 1667.217041
	Iteration 1F: 3 clusters Score -8518.853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -8537.993164 Penalty: 1667.217041
	Iteration 2Q: 3 clusters Score -8537.993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -8554.639648 Penalty: 1667.217041
	Iteration 3Q: 3 clusters Score -8554.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8556.238281 Penalty: 1667.217041
	Iteration 4Q: 3 clusters Score -8556.238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8592.271484 Penalty: 1667.217041
	Iteration 5Q: 3 clusters Score -8592.271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -8613.526367 Penalty: 1667.217041
	Iteration 6Q: 3 clusters Score -8613.526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8614.466797 Penalty: 1667.217041
	Iteration 7Q: 3 clusters Score -8614.467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8615.122070 Penalty: 1667.217041
	Iteration 8Q: 3 clusters Score -8615.122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8615.122070 Penalty: 1667.217041
	Iteration 9F: 3 clusters Score -8615.122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Entering Unmasked Estep 
Score: -29396.558594 Penalty: 957.392151
	Iteration 0F: 2 clusters Score -29396.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -28532.179688 Penalty: 1914.784302
	Iteration 0F: 3 clusters Score -28532.18 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -28726.113281 Penalty: 1914.784302
	Iteration 1F: 3 clusters Score -28726.11 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -28811.560547 Penalty: 1914.784302
	Iteration 2F: 3 clusters Score -28811.56 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -28862.521484 Penalty: 1914.784302
	Iteration 3F: 3 clusters Score -28862.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28901.130859 Penalty: 1914.784302
	Iteration 4Q: 3 clusters Score -28901.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -28934.851562 Penalty: 1914.784302
	Iteration 5Q: 3 clusters Score -28934.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -29013.595703 Penalty: 1914.784302
	Iteration 6Q: 3 clusters Score -29013.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -29037.113281 Penalty: 1914.784302
	Iteration 7Q: 3 clusters Score -29037.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -29047.701172 Penalty: 1914.784302
	Iteration 8Q: 3 clusters Score -29047.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -29047.701172 Penalty: 1914.784302
	Iteration 9F: 3 clusters Score -29047.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Entering Unmasked Estep 
Score: -962641.187500 Penalty: 1469.696411
	Iteration 0F: 2 clusters Score -962641.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -956426.000000 Penalty: 2939.392822
	Iteration 0F: 3 clusters Score -956426 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -958466.625000 Penalty: 2939.392822
	Iteration 1F: 3 clusters Score -958466.6 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -958720.625000 Penalty: 2939.392822
	Iteration 2F: 3 clusters Score -958720.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -958953.437500 Penalty: 2939.392822
	Iteration 3F: 3 clusters Score -958953.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -959145.812500 Penalty: 2939.392822
	Iteration 4Q: 3 clusters Score -959145.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -959332.375000 Penalty: 2939.392822
	Iteration 5Q: 3 clusters Score -959332.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -959495.312500 Penalty: 2939.392822
	Iteration 6Q: 3 clusters Score -959495.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -959666.250000 Penalty: 2939.392822
	Iteration 7Q: 3 clusters Score -959666.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -959852.937500 Penalty: 2939.392822
	Iteration 8Q: 3 clusters Score -959852.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -960023.625000 Penalty: 2939.392822
	Iteration 9Q: 3 clusters Score -960023.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -960162.125000 Penalty: 2939.392822
	Iteration 10Q: 3 clusters Score -960162.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -960280.375000 Penalty: 2939.392822
	Iteration 11Q: 3 clusters Score -960280.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -960401.875000 Penalty: 2939.392822
	Iteration 12Q: 3 clusters Score -960401.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -960519.500000 Penalty: 2939.392822
	Iteration 13Q: 3 clusters Score -960519.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -960600.375000 Penalty: 2939.392822
	Iteration 14Q: 3 clusters Score -960600.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -960659.875000 Penalty: 2939.392822
	Iteration 15Q: 3 clusters Score -960659.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -960729.187500 Penalty: 2939.392822
	Iteration 16Q: 3 clusters Score -960729.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -960795.437500 Penalty: 2939.392822
	Iteration 17Q: 3 clusters Score -960795.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -960849.562500 Penalty: 2939.392822
	Iteration 18Q: 3 clusters Score -960849.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -960910.375000 Penalty: 2939.392822
	Iteration 19Q: 3 clusters Score -960910.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -960972.312500 Penalty: 2939.392822
	Iteration 20F: 3 clusters Score -960972.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -961030.812500 Penalty: 2939.392822
	Iteration 21Q: 3 clusters Score -961030.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -961078.437500 Penalty: 2939.392822
	Iteration 22Q: 3 clusters Score -961078.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -961131.187500 Penalty: 2939.392822
	Iteration 23Q: 3 clusters Score -961131.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -961186.375000 Penalty: 2939.392822
	Iteration 24Q: 3 clusters Score -961186.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -961227.437500 Penalty: 2939.392822
	Iteration 25Q: 3 clusters Score -961227.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -961264.625000 Penalty: 2939.392822
	Iteration 26Q: 3 clusters Score -961264.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -961286.937500 Penalty: 2939.392822
	Iteration 27Q: 3 clusters Score -961286.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -961310.375000 Penalty: 2939.392822
	Iteration 28Q: 3 clusters Score -961310.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -961326.562500 Penalty: 2939.392822
	Iteration 29Q: 3 clusters Score -961326.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -961348.125000 Penalty: 2939.392822
	Iteration 30Q: 3 clusters Score -961348.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -961363.312500 Penalty: 2939.392822
	Iteration 31Q: 3 clusters Score -961363.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -961374.875000 Penalty: 2939.392822
	Iteration 32Q: 3 clusters Score -961374.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -961383.562500 Penalty: 2939.392822
	Iteration 33Q: 3 clusters Score -961383.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -961388.875000 Penalty: 2939.392822
	Iteration 34Q: 3 clusters Score -961388.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -961390.562500 Penalty: 2939.392822
	Iteration 35Q: 3 clusters Score -961390.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -961398.812500 Penalty: 2939.392822
	Iteration 36Q: 3 clusters Score -961398.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -961400.437500 Penalty: 2939.392822
	Iteration 37Q: 3 clusters Score -961400.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -961402.500000 Penalty: 2939.392822
	Iteration 38Q: 3 clusters Score -961402.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -961404.187500 Penalty: 2939.392822
	Iteration 39Q: 3 clusters Score -961404.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -961406.812500 Penalty: 2939.392822
	Iteration 40F: 3 clusters Score -961406.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -961408.625000 Penalty: 2939.392822
	Iteration 41Q: 3 clusters Score -961408.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -961413.312500 Penalty: 2939.392822
	Iteration 42Q: 3 clusters Score -961413.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -961415.000000 Penalty: 2939.392822
	Iteration 43Q: 3 clusters Score -961415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -961415.062500 Penalty: 2939.392822
	Iteration 44Q: 3 clusters Score -961415.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -961415.875000 Penalty: 2939.392822
	Iteration 45Q: 3 clusters Score -961415.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -961415.875000 Penalty: 2939.392822
	Iteration 46F: 3 clusters Score -961415.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Entering Unmasked Estep 
Score: -68924.960938 Penalty: 1063.385742
	Iteration 0F: 2 clusters Score -68924.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -67738.507812 Penalty: 2126.771484
	Iteration 0F: 3 clusters Score -67738.51 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -68051.031250 Penalty: 2126.771484
	Iteration 1F: 3 clusters Score -68051.03 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -68180.203125 Penalty: 2126.771484
	Iteration 2F: 3 clusters Score -68180.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -68288.070312 Penalty: 2126.771484
	Iteration 3F: 3 clusters Score -68288.07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -68397.960938 Penalty: 2126.771484
	Iteration 4F: 3 clusters Score -68397.96 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -68498.226562 Penalty: 2126.771484
	Iteration 5F: 3 clusters Score -68498.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -68553.804688 Penalty: 2126.771484
	Iteration 6Q: 3 clusters Score -68553.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -68577.015625 Penalty: 2126.771484
	Iteration 7Q: 3 clusters Score -68577.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -68596.226562 Penalty: 2126.771484
	Iteration 8Q: 3 clusters Score -68596.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -68604.757812 Penalty: 2126.771484
	Iteration 9Q: 3 clusters Score -68604.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -68610.789062 Penalty: 2126.771484
	Iteration 10Q: 3 clusters Score -68610.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -68615.414062 Penalty: 2126.771484
	Iteration 11Q: 3 clusters Score -68615.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -68618.078125 Penalty: 2126.771484
	Iteration 12Q: 3 clusters Score -68618.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -68629.867188 Penalty: 2126.771484
	Iteration 13Q: 3 clusters Score -68629.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -68647.570312 Penalty: 2126.771484
	Iteration 14Q: 3 clusters Score -68647.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -68675.609375 Penalty: 2126.771484
	Iteration 15Q: 3 clusters Score -68675.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -68685.859375 Penalty: 2126.771484
	Iteration 16Q: 3 clusters Score -68685.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -68695.468750 Penalty: 2126.771484
	Iteration 17Q: 3 clusters Score -68695.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -68698.257812 Penalty: 2126.771484
	Iteration 18Q: 3 clusters Score -68698.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -68700.312500 Penalty: 2126.771484
	Iteration 19Q: 3 clusters Score -68700.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -68704.015625 Penalty: 2126.771484
	Iteration 20F: 3 clusters Score -68704.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Entering Unmasked Estep 
Score: -2024138.375000 Penalty: 1597.366577
	Iteration 0F: 2 clusters Score -2024138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -2011469.375000 Penalty: 3194.733154
	Iteration 0F: 3 clusters Score -2011469 nChanged 8289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -2015934.875000 Penalty: 3194.733154
	Iteration 1F: 3 clusters Score -2015935 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -2016244.125000 Penalty: 3194.733154
	Iteration 2Q: 3 clusters Score -2016244 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -2016568.125000 Penalty: 3194.733154
	Iteration 3Q: 3 clusters Score -2016568 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -2016908.500000 Penalty: 3194.733154
	Iteration 4Q: 3 clusters Score -2016908 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -2017361.000000 Penalty: 3194.733154
	Iteration 5Q: 3 clusters Score -2017361 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -2018061.250000 Penalty: 3194.733154
	Iteration 6F: 3 clusters Score -2018061 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -2018944.375000 Penalty: 3194.733154
	Iteration 7F: 3 clusters Score -2018944 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -2019838.750000 Penalty: 3194.733154
	Iteration 8F: 3 clusters Score -2019839 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -2020631.750000 Penalty: 3194.733154
	Iteration 9F: 3 clusters Score -2020632 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -2021285.375000 Penalty: 3194.733154
	Iteration 10Q: 3 clusters Score -2021285 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -2021718.000000 Penalty: 3194.733154
	Iteration 11Q: 3 clusters Score -2021718 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -2021986.750000 Penalty: 3194.733154
	Iteration 12Q: 3 clusters Score -2021987 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -2022203.125000 Penalty: 3194.733154
	Iteration 13Q: 3 clusters Score -2022203 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -2022371.750000 Penalty: 3194.733154
	Iteration 14Q: 3 clusters Score -2022372 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -2022500.375000 Penalty: 3194.733154
	Iteration 15Q: 3 clusters Score -2022500 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -2022572.875000 Penalty: 3194.733154
	Iteration 16Q: 3 clusters Score -2022573 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -2022620.750000 Penalty: 3194.733154
	Iteration 17Q: 3 clusters Score -2022621 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -2022652.625000 Penalty: 3194.733154
	Iteration 18Q: 3 clusters Score -2022653 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -2022686.875000 Penalty: 3194.733154
	Iteration 19Q: 3 clusters Score -2022687 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -2022709.875000 Penalty: 3194.733154
	Iteration 20F: 3 clusters Score -2022710 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -2022738.125000 Penalty: 3194.733154
	Iteration 21Q: 3 clusters Score -2022738 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -2022753.375000 Penalty: 3194.733154
	Iteration 22Q: 3 clusters Score -2022753 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -2022761.750000 Penalty: 3194.733154
	Iteration 23Q: 3 clusters Score -2022762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -2022778.250000 Penalty: 3194.733154
	Iteration 24Q: 3 clusters Score -2022778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -2022793.500000 Penalty: 3194.733154
	Iteration 25Q: 3 clusters Score -2022794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -2022798.375000 Penalty: 3194.733154
	Iteration 26Q: 3 clusters Score -2022798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -2022807.750000 Penalty: 3194.733154
	Iteration 27Q: 3 clusters Score -2022808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -2022812.500000 Penalty: 3194.733154
	Iteration 28Q: 3 clusters Score -2022812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -2022816.125000 Penalty: 3194.733154
	Iteration 29Q: 3 clusters Score -2022816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -2022822.000000 Penalty: 3194.733154
	Iteration 30Q: 3 clusters Score -2022822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -2022821.875000 Penalty: 3194.733154
	Iteration 31Q: 3 clusters Score -2022822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -2022825.000000 Penalty: 3194.733154
	Iteration 32Q: 3 clusters Score -2022825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -2022832.500000 Penalty: 3194.733154
	Iteration 33Q: 3 clusters Score -2022832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -2022836.750000 Penalty: 3194.733154
	Iteration 34Q: 3 clusters Score -2022837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -2022836.250000 Penalty: 3194.733154
	Iteration 35Q: 3 clusters Score -2022836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -2022836.250000 Penalty: 3194.733154
	Iteration 36F: 3 clusters Score -2022836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (70200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70200 members 
Entering Unmasked Estep 
Score: -7986342.500000 Penalty: 1813.354248
	Iteration 0F: 2 clusters Score -7986342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35317 members 
Mstep: Class 2 contains 34883 members 
Entering Unmasked Estep 
Score: -7939409.500000 Penalty: 3626.708496
	Iteration 0F: 3 clusters Score -7939410 nChanged 33213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37766 members 
Mstep: Class 2 contains 32434 members 
Entering Unmasked Estep 
Score: -7958744.000000 Penalty: 3626.708496
	Iteration 1F: 3 clusters Score -7958744 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39220 members 
Mstep: Class 2 contains 30980 members 
Entering Unmasked Estep 
Score: -7959746.000000 Penalty: 3626.708496
	Iteration 2Q: 3 clusters Score -7959746 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41367 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -7961316.000000 Penalty: 3626.708496
	Iteration 3Q: 3 clusters Score -7961316 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44502 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -7963869.500000 Penalty: 3626.708496
	Iteration 4F: 3 clusters Score -7963870 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48509 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -7967495.500000 Penalty: 3626.708496
	Iteration 5F: 3 clusters Score -7967496 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52793 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -7971934.500000 Penalty: 3626.708496
	Iteration 6F: 3 clusters Score -7971934 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56381 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -7976067.500000 Penalty: 3626.708496
	Iteration 7F: 3 clusters Score -7976068 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58777 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -7978864.500000 Penalty: 3626.708496
	Iteration 8Q: 3 clusters Score -7978864 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60333 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -7980531.500000 Penalty: 3626.708496
	Iteration 9Q: 3 clusters Score -7980532 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61457 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -7981530.500000 Penalty: 3626.708496
	Iteration 10Q: 3 clusters Score -7981530 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62256 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -7982030.500000 Penalty: 3626.708496
	Iteration 11Q: 3 clusters Score -7982030 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62987 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -7982370.000000 Penalty: 3626.708496
	Iteration 12Q: 3 clusters Score -7982370 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63600 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -7982637.000000 Penalty: 3626.708496
	Iteration 13Q: 3 clusters Score -7982637 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64179 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -7982857.000000 Penalty: 3626.708496
	Iteration 14Q: 3 clusters Score -7982857 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64688 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -7983046.000000 Penalty: 3626.708496
	Iteration 15Q: 3 clusters Score -7983046 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65145 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -7983239.000000 Penalty: 3626.708496
	Iteration 16Q: 3 clusters Score -7983239 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65567 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -7983344.000000 Penalty: 3626.708496
	Iteration 17Q: 3 clusters Score -7983344 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65973 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -7983482.500000 Penalty: 3626.708496
	Iteration 18Q: 3 clusters Score -7983482 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66350 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -7983595.500000 Penalty: 3626.708496
	Iteration 19Q: 3 clusters Score -7983596 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66690 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -7983731.000000 Penalty: 3626.708496
	Iteration 20F: 3 clusters Score -7983731 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67013 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -7983865.500000 Penalty: 3626.708496
	Iteration 21Q: 3 clusters Score -7983866 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67300 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -7983968.500000 Penalty: 3626.708496
	Iteration 22Q: 3 clusters Score -7983968 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67575 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -7984071.000000 Penalty: 3626.708496
	Iteration 23Q: 3 clusters Score -7984071 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67813 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -7984155.500000 Penalty: 3626.708496
	Iteration 24Q: 3 clusters Score -7984156 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68019 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -7984224.500000 Penalty: 3626.708496
	Iteration 25Q: 3 clusters Score -7984224 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68199 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -7984304.500000 Penalty: 3626.708496
	Iteration 26Q: 3 clusters Score -7984304 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68351 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -7984342.000000 Penalty: 3626.708496
	Iteration 27Q: 3 clusters Score -7984342 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68496 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -7984398.500000 Penalty: 3626.708496
	Iteration 28Q: 3 clusters Score -7984398 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68624 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -7984448.500000 Penalty: 3626.708496
	Iteration 29Q: 3 clusters Score -7984448 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68737 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -7984509.000000 Penalty: 3626.708496
	Iteration 30Q: 3 clusters Score -7984509 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68819 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -7984549.500000 Penalty: 3626.708496
	Iteration 31Q: 3 clusters Score -7984550 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68896 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -7984558.000000 Penalty: 3626.708496
	Iteration 32Q: 3 clusters Score -7984558 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68966 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -7984594.500000 Penalty: 3626.708496
	Iteration 33Q: 3 clusters Score -7984594 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69024 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -7984618.000000 Penalty: 3626.708496
	Iteration 34Q: 3 clusters Score -7984618 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69084 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -7984627.500000 Penalty: 3626.708496
	Iteration 35Q: 3 clusters Score -7984628 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69143 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -7984643.000000 Penalty: 3626.708496
	Iteration 36Q: 3 clusters Score -7984643 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69180 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -7984655.500000 Penalty: 3626.708496
	Iteration 37Q: 3 clusters Score -7984656 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69210 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -7984658.000000 Penalty: 3626.708496
	Iteration 38Q: 3 clusters Score -7984658 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69233 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -7984669.000000 Penalty: 3626.708496
	Iteration 39Q: 3 clusters Score -7984669 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69264 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -7984675.000000 Penalty: 3626.708496
	Iteration 40F: 3 clusters Score -7984675 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69286 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -7984687.000000 Penalty: 3626.708496
	Iteration 41Q: 3 clusters Score -7984687 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69308 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -7984690.500000 Penalty: 3626.708496
	Iteration 42Q: 3 clusters Score -7984690 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69334 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -7984720.500000 Penalty: 3626.708496
	Iteration 43Q: 3 clusters Score -7984720 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69363 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -7984728.000000 Penalty: 3626.708496
	Iteration 44Q: 3 clusters Score -7984728 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69392 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -7984754.500000 Penalty: 3626.708496
	Iteration 45Q: 3 clusters Score -7984754 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69421 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -7984768.500000 Penalty: 3626.708496
	Iteration 46Q: 3 clusters Score -7984768 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69444 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -7984768.000000 Penalty: 3626.708496
	Iteration 47Q: 3 clusters Score -7984768 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69467 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -7984778.500000 Penalty: 3626.708496
	Iteration 48Q: 3 clusters Score -7984778 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69487 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -7984790.000000 Penalty: 3626.708496
	Iteration 49Q: 3 clusters Score -7984790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69498 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -7984794.500000 Penalty: 3626.708496
	Iteration 50Q: 3 clusters Score -7984794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69510 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -7984803.500000 Penalty: 3626.708496
	Iteration 51Q: 3 clusters Score -7984804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69515 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -7984809.000000 Penalty: 3626.708496
	Iteration 52Q: 3 clusters Score -7984809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69525 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -7984810.000000 Penalty: 3626.708496
	Iteration 53Q: 3 clusters Score -7984810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69537 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -7984814.500000 Penalty: 3626.708496
	Iteration 54Q: 3 clusters Score -7984814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69544 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -7984813.000000 Penalty: 3626.708496
	Iteration 55Q: 3 clusters Score -7984813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69551 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -7984819.500000 Penalty: 3626.708496
	Iteration 56Q: 3 clusters Score -7984820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69560 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -7984822.000000 Penalty: 3626.708496
	Iteration 57Q: 3 clusters Score -7984822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69567 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -7984819.500000 Penalty: 3626.708496
	Iteration 58Q: 3 clusters Score -7984820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69574 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -7984826.500000 Penalty: 3626.708496
	Iteration 59Q: 3 clusters Score -7984826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69577 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -7984835.000000 Penalty: 3626.708496
	Iteration 60F: 3 clusters Score -7984835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69583 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -7984838.000000 Penalty: 3626.708496
	Iteration 61Q: 3 clusters Score -7984838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69590 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -7984849.500000 Penalty: 3626.708496
	Iteration 62Q: 3 clusters Score -7984850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69593 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -7984841.000000 Penalty: 3626.708496
	Iteration 63Q: 3 clusters Score -7984841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69595 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -7984841.000000 Penalty: 3626.708496
	Iteration 64Q: 3 clusters Score -7984841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69595 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -7984841.000000 Penalty: 3626.708496
	Iteration 65F: 3 clusters Score -7984841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (112053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112053 members 
Entering Unmasked Estep 
Score: -13289878.000000 Penalty: 1889.343140
	Iteration 0F: 2 clusters Score -1.328988e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55920 members 
Mstep: Class 2 contains 56133 members 
Entering Unmasked Estep 
Score: -13219135.000000 Penalty: 3778.686279
	Iteration 0F: 3 clusters Score -1.321914e+07 nChanged 53641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53805 members 
Mstep: Class 2 contains 58248 members 
Entering Unmasked Estep 
Score: -13250740.000000 Penalty: 3778.686279
	Iteration 1F: 3 clusters Score -1.325074e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52260 members 
Mstep: Class 2 contains 59793 members 
Entering Unmasked Estep 
Score: -13251600.000000 Penalty: 3778.686279
	Iteration 2Q: 3 clusters Score -1.32516e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49777 members 
Mstep: Class 2 contains 62276 members 
Entering Unmasked Estep 
Score: -13252520.000000 Penalty: 3778.686279
	Iteration 3Q: 3 clusters Score -1.325252e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46142 members 
Mstep: Class 2 contains 65911 members 
Entering Unmasked Estep 
Score: -13253999.000000 Penalty: 3778.686279
	Iteration 4Q: 3 clusters Score -1.3254e+07 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40878 members 
Mstep: Class 2 contains 71175 members 
Entering Unmasked Estep 
Score: -13256701.000000 Penalty: 3778.686279
	Iteration 5F: 3 clusters Score -1.32567e+07 nChanged 7599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33629 members 
Mstep: Class 2 contains 78424 members 
Entering Unmasked Estep 
Score: -13261241.000000 Penalty: 3778.686279
	Iteration 6F: 3 clusters Score -1.326124e+07 nChanged 9202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 87466 members 
Entering Unmasked Estep 
Score: -13268279.000000 Penalty: 3778.686279
	Iteration 7F: 3 clusters Score -1.326828e+07 nChanged 9442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 96842 members 
Entering Unmasked Estep 
Score: -13275553.000000 Penalty: 3778.686279
	Iteration 8F: 3 clusters Score -1.327555e+07 nChanged 7354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 104164 members 
Entering Unmasked Estep 
Score: -13281490.000000 Penalty: 3778.686279
	Iteration 9F: 3 clusters Score -1.328149e+07 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 108340 members 
Entering Unmasked Estep 
Score: -13284894.000000 Penalty: 3778.686279
	Iteration 10Q: 3 clusters Score -1.328489e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 110283 members 
Entering Unmasked Estep 
Score: -13286571.000000 Penalty: 3778.686279
	Iteration 11Q: 3 clusters Score -1.328657e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 111128 members 
Entering Unmasked Estep 
Score: -13287425.000000 Penalty: 3778.686279
	Iteration 12Q: 3 clusters Score -1.328742e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 111486 members 
Entering Unmasked Estep 
Score: -13287772.000000 Penalty: 3778.686279
	Iteration 13Q: 3 clusters Score -1.328777e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 111635 members 
Entering Unmasked Estep 
Score: -13287964.000000 Penalty: 3778.686279
	Iteration 14Q: 3 clusters Score -1.328796e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 111695 members 
Entering Unmasked Estep 
Score: -13288060.000000 Penalty: 3778.686279
	Iteration 15Q: 3 clusters Score -1.328806e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 111725 members 
Entering Unmasked Estep 
Score: -13288125.000000 Penalty: 3778.686279
	Iteration 16Q: 3 clusters Score -1.328812e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 111740 members 
Entering Unmasked Estep 
Score: -13288141.000000 Penalty: 3778.686279
	Iteration 17Q: 3 clusters Score -1.328814e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 111744 members 
Entering Unmasked Estep 
Score: -13288152.000000 Penalty: 3778.686279
	Iteration 18Q: 3 clusters Score -1.328815e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 111747 members 
Entering Unmasked Estep 
Score: -13288170.000000 Penalty: 3778.686279
	Iteration 19Q: 3 clusters Score -1.328817e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 111745 members 
Entering Unmasked Estep 
Score: -13288187.000000 Penalty: 3778.686279
	Iteration 20F: 3 clusters Score -1.328819e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 111747 members 
Entering Unmasked Estep 
Score: -13288186.000000 Penalty: 3778.686279
	Iteration 21Q: 3 clusters Score -1.328819e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 111747 members 
Entering Unmasked Estep 
Score: -13288192.000000 Penalty: 3778.686279
	Iteration 22Q: 3 clusters Score -1.328819e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 111749 members 
Entering Unmasked Estep 
Score: -13288203.000000 Penalty: 3778.686279
	Iteration 23Q: 3 clusters Score -1.32882e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 111748 members 
Entering Unmasked Estep 
Score: -13288203.000000 Penalty: 3778.686279
	Iteration 24Q: 3 clusters Score -1.32882e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 111749 members 
Entering Unmasked Estep 
Score: -13288209.000000 Penalty: 3778.686279
	Iteration 25Q: 3 clusters Score -1.328821e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 111748 members 
Entering Unmasked Estep 
Score: -13288209.000000 Penalty: 3778.686279
	Iteration 26Q: 3 clusters Score -1.328821e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 111748 members 
Entering Unmasked Estep 
Score: -13288209.000000 Penalty: 3778.686279
	Iteration 27F: 3 clusters Score -1.328821e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (112977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112977 members 
Entering Unmasked Estep 
Score: -13359231.000000 Penalty: 1890.677612
	Iteration 0F: 2 clusters Score -1.335923e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56200 members 
Mstep: Class 2 contains 56777 members 
Entering Unmasked Estep 
Score: -13287083.000000 Penalty: 3781.355225
	Iteration 0F: 3 clusters Score -1.328708e+07 nChanged 54181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50775 members 
Mstep: Class 2 contains 62202 members 
Entering Unmasked Estep 
Score: -13319002.000000 Penalty: 3781.355225
	Iteration 1F: 3 clusters Score -1.3319e+07 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47244 members 
Mstep: Class 2 contains 65733 members 
Entering Unmasked Estep 
Score: -13320440.000000 Penalty: 3781.355225
	Iteration 2Q: 3 clusters Score -1.332044e+07 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42008 members 
Mstep: Class 2 contains 70969 members 
Entering Unmasked Estep 
Score: -13322915.000000 Penalty: 3781.355225
	Iteration 3Q: 3 clusters Score -1.332292e+07 nChanged 7559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 78422 members 
Entering Unmasked Estep 
Score: -13327590.000000 Penalty: 3781.355225
	Iteration 4F: 3 clusters Score -1.332759e+07 nChanged 9788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 88174 members 
Entering Unmasked Estep 
Score: -13335841.000000 Penalty: 3781.355225
	Iteration 5F: 3 clusters Score -1.333584e+07 nChanged 10639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 98811 members 
Entering Unmasked Estep 
Score: -13345469.000000 Penalty: 3781.355225
	Iteration 6F: 3 clusters Score -1.334547e+07 nChanged 8237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 107046 members 
Entering Unmasked Estep 
Score: -13352551.000000 Penalty: 3781.355225
	Iteration 7F: 3 clusters Score -1.335255e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 111038 members 
Entering Unmasked Estep 
Score: -13355856.000000 Penalty: 3781.355225
	Iteration 8Q: 3 clusters Score -1.335586e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 112368 members 
Entering Unmasked Estep 
Score: -13356962.000000 Penalty: 3781.355225
	Iteration 9Q: 3 clusters Score -1.335696e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 112704 members 
Entering Unmasked Estep 
Score: -13357339.000000 Penalty: 3781.355225
	Iteration 10Q: 3 clusters Score -1.335734e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 112797 members 
Entering Unmasked Estep 
Score: -13357442.000000 Penalty: 3781.355225
	Iteration 11Q: 3 clusters Score -1.335744e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 112822 members 
Entering Unmasked Estep 
Score: -13357501.000000 Penalty: 3781.355225
	Iteration 12Q: 3 clusters Score -1.33575e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 112837 members 
Entering Unmasked Estep 
Score: -13357538.000000 Penalty: 3781.355225
	Iteration 13Q: 3 clusters Score -1.335754e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 112842 members 
Entering Unmasked Estep 
Score: -13357559.000000 Penalty: 3781.355225
	Iteration 14Q: 3 clusters Score -1.335756e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 112844 members 
Entering Unmasked Estep 
Score: -13357555.000000 Penalty: 3781.355225
	Iteration 15Q: 3 clusters Score -1.335756e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 112848 members 
Entering Unmasked Estep 
Score: -13357566.000000 Penalty: 3781.355225
	Iteration 16Q: 3 clusters Score -1.335757e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 112850 members 
Entering Unmasked Estep 
Score: -13357578.000000 Penalty: 3781.355225
	Iteration 17Q: 3 clusters Score -1.335758e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 112853 members 
Entering Unmasked Estep 
Score: -13357580.000000 Penalty: 3781.355225
	Iteration 18Q: 3 clusters Score -1.335758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 112853 members 
Entering Unmasked Estep 
Score: -13357585.000000 Penalty: 3781.355225
	Iteration 19Q: 3 clusters Score -1.335758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 112854 members 
Entering Unmasked Estep 
Score: -13357599.000000 Penalty: 3781.355225
	Iteration 20F: 3 clusters Score -1.33576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 112853 members 
Entering Unmasked Estep 
Score: -13357599.000000 Penalty: 3781.355225
	Iteration 21Q: 3 clusters Score -1.33576e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 112853 members 
Entering Unmasked Estep 
Score: -13357599.000000 Penalty: 3781.355225
	Iteration 22F: 3 clusters Score -1.33576e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Entering Unmasked Estep 
Score: -379667.593750 Penalty: 1324.778931
	Iteration 0F: 2 clusters Score -379667.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -376664.531250 Penalty: 2649.557861
	Iteration 0F: 3 clusters Score -376664.5 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -377348.000000 Penalty: 2649.557861
	Iteration 1F: 3 clusters Score -377348 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -377497.375000 Penalty: 2649.557861
	Iteration 2F: 3 clusters Score -377497.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -377607.156250 Penalty: 2649.557861
	Iteration 3F: 3 clusters Score -377607.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -377666.906250 Penalty: 2649.557861
	Iteration 4Q: 3 clusters Score -377666.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -377717.875000 Penalty: 2649.557861
	Iteration 5Q: 3 clusters Score -377717.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -377757.656250 Penalty: 2649.557861
	Iteration 6Q: 3 clusters Score -377757.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -377800.093750 Penalty: 2649.557861
	Iteration 7Q: 3 clusters Score -377800.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -377838.625000 Penalty: 2649.557861
	Iteration 8Q: 3 clusters Score -377838.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -377866.343750 Penalty: 2649.557861
	Iteration 9Q: 3 clusters Score -377866.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -377890.156250 Penalty: 2649.557861
	Iteration 10Q: 3 clusters Score -377890.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -377917.343750 Penalty: 2649.557861
	Iteration 11Q: 3 clusters Score -377917.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -377943.968750 Penalty: 2649.557861
	Iteration 12Q: 3 clusters Score -377944 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -377966.312500 Penalty: 2649.557861
	Iteration 13Q: 3 clusters Score -377966.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -377993.656250 Penalty: 2649.557861
	Iteration 14Q: 3 clusters Score -377993.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -378024.812500 Penalty: 2649.557861
	Iteration 15Q: 3 clusters Score -378024.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -378054.000000 Penalty: 2649.557861
	Iteration 16Q: 3 clusters Score -378054 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -378084.875000 Penalty: 2649.557861
	Iteration 17Q: 3 clusters Score -378084.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -378109.968750 Penalty: 2649.557861
	Iteration 18Q: 3 clusters Score -378110 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -378140.000000 Penalty: 2649.557861
	Iteration 19Q: 3 clusters Score -378140 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -378177.156250 Penalty: 2649.557861
	Iteration 20F: 3 clusters Score -378177.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -378219.593750 Penalty: 2649.557861
	Iteration 21Q: 3 clusters Score -378219.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -378255.687500 Penalty: 2649.557861
	Iteration 22Q: 3 clusters Score -378255.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -378280.093750 Penalty: 2649.557861
	Iteration 23Q: 3 clusters Score -378280.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -378297.875000 Penalty: 2649.557861
	Iteration 24Q: 3 clusters Score -378297.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -378314.562500 Penalty: 2649.557861
	Iteration 25Q: 3 clusters Score -378314.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -378335.593750 Penalty: 2649.557861
	Iteration 26Q: 3 clusters Score -378335.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -378351.312500 Penalty: 2649.557861
	Iteration 27Q: 3 clusters Score -378351.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -378365.781250 Penalty: 2649.557861
	Iteration 28Q: 3 clusters Score -378365.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -378376.875000 Penalty: 2649.557861
	Iteration 29Q: 3 clusters Score -378376.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -378393.187500 Penalty: 2649.557861
	Iteration 30Q: 3 clusters Score -378393.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -378412.187500 Penalty: 2649.557861
	Iteration 31Q: 3 clusters Score -378412.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -378420.375000 Penalty: 2649.557861
	Iteration 32Q: 3 clusters Score -378420.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -378436.281250 Penalty: 2649.557861
	Iteration 33Q: 3 clusters Score -378436.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -378445.156250 Penalty: 2649.557861
	Iteration 34Q: 3 clusters Score -378445.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -378452.343750 Penalty: 2649.557861
	Iteration 35Q: 3 clusters Score -378452.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -378462.468750 Penalty: 2649.557861
	Iteration 36Q: 3 clusters Score -378462.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -378476.593750 Penalty: 2649.557861
	Iteration 37Q: 3 clusters Score -378476.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -378486.437500 Penalty: 2649.557861
	Iteration 38Q: 3 clusters Score -378486.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -378493.968750 Penalty: 2649.557861
	Iteration 39Q: 3 clusters Score -378494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -378498.531250 Penalty: 2649.557861
	Iteration 40F: 3 clusters Score -378498.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -378502.906250 Penalty: 2649.557861
	Iteration 41Q: 3 clusters Score -378502.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -378508.156250 Penalty: 2649.557861
	Iteration 42Q: 3 clusters Score -378508.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -378519.812500 Penalty: 2649.557861
	Iteration 43Q: 3 clusters Score -378519.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -378529.593750 Penalty: 2649.557861
	Iteration 44Q: 3 clusters Score -378529.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -378534.218750 Penalty: 2649.557861
	Iteration 45Q: 3 clusters Score -378534.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -378535.718750 Penalty: 2649.557861
	Iteration 46Q: 3 clusters Score -378535.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -378541.812500 Penalty: 2649.557861
	Iteration 47Q: 3 clusters Score -378541.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -378545.031250 Penalty: 2649.557861
	Iteration 48Q: 3 clusters Score -378545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -378546.093750 Penalty: 2649.557861
	Iteration 49Q: 3 clusters Score -378546.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -378546.437500 Penalty: 2649.557861
	Iteration 50Q: 3 clusters Score -378546.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -378546.437500 Penalty: 2649.557861
	Iteration 51F: 3 clusters Score -378546.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (78391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78391 members 
Entering Unmasked Estep 
Score: -9362728.000000 Penalty: 1831.287964
	Iteration 0F: 2 clusters Score -9362728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38997 members 
Mstep: Class 2 contains 39394 members 
Entering Unmasked Estep 
Score: -9310732.000000 Penalty: 3662.575928
	Iteration 0F: 3 clusters Score -9310732 nChanged 37301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37080 members 
Mstep: Class 2 contains 41311 members 
Entering Unmasked Estep 
Score: -9331936.000000 Penalty: 3662.575928
	Iteration 1F: 3 clusters Score -9331936 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35918 members 
Mstep: Class 2 contains 42473 members 
Entering Unmasked Estep 
Score: -9332452.000000 Penalty: 3662.575928
	Iteration 2Q: 3 clusters Score -9332452 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 44184 members 
Entering Unmasked Estep 
Score: -9333222.000000 Penalty: 3662.575928
	Iteration 3Q: 3 clusters Score -9333222 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31717 members 
Mstep: Class 2 contains 46674 members 
Entering Unmasked Estep 
Score: -9334372.000000 Penalty: 3662.575928
	Iteration 4Q: 3 clusters Score -9334372 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 50263 members 
Entering Unmasked Estep 
Score: -9336349.000000 Penalty: 3662.575928
	Iteration 5Q: 3 clusters Score -9336349 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 55154 members 
Entering Unmasked Estep 
Score: -9339730.000000 Penalty: 3662.575928
	Iteration 6F: 3 clusters Score -9339730 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 60953 members 
Entering Unmasked Estep 
Score: -9344608.000000 Penalty: 3662.575928
	Iteration 7F: 3 clusters Score -9344608 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 66845 members 
Entering Unmasked Estep 
Score: -9350274.000000 Penalty: 3662.575928
	Iteration 8F: 3 clusters Score -9350274 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 71262 members 
Entering Unmasked Estep 
Score: -9354770.000000 Penalty: 3662.575928
	Iteration 9F: 3 clusters Score -9354770 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 74034 members 
Entering Unmasked Estep 
Score: -9357610.000000 Penalty: 3662.575928
	Iteration 10Q: 3 clusters Score -9357610 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 75663 members 
Entering Unmasked Estep 
Score: -9359186.000000 Penalty: 3662.575928
	Iteration 11Q: 3 clusters Score -9359186 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 76631 members 
Entering Unmasked Estep 
Score: -9359993.000000 Penalty: 3662.575928
	Iteration 12Q: 3 clusters Score -9359993 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 77180 members 
Entering Unmasked Estep 
Score: -9360434.000000 Penalty: 3662.575928
	Iteration 13Q: 3 clusters Score -9360434 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 77527 members 
Entering Unmasked Estep 
Score: -9360733.000000 Penalty: 3662.575928
	Iteration 14Q: 3 clusters Score -9360733 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 77694 members 
Entering Unmasked Estep 
Score: -9360861.000000 Penalty: 3662.575928
	Iteration 15Q: 3 clusters Score -9360861 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 77801 members 
Entering Unmasked Estep 
Score: -9360954.000000 Penalty: 3662.575928
	Iteration 16Q: 3 clusters Score -9360954 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 77878 members 
Entering Unmasked Estep 
Score: -9361025.000000 Penalty: 3662.575928
	Iteration 17Q: 3 clusters Score -9361025 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 77914 members 
Entering Unmasked Estep 
Score: -9361033.000000 Penalty: 3662.575928
	Iteration 18Q: 3 clusters Score -9361033 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 77942 members 
Entering Unmasked Estep 
Score: -9361055.000000 Penalty: 3662.575928
	Iteration 19Q: 3 clusters Score -9361055 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 77963 members 
Entering Unmasked Estep 
Score: -9361088.000000 Penalty: 3662.575928
	Iteration 20F: 3 clusters Score -9361088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 77981 members 
Entering Unmasked Estep 
Score: -9361097.000000 Penalty: 3662.575928
	Iteration 21Q: 3 clusters Score -9361097 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 77999 members 
Entering Unmasked Estep 
Score: -9361116.000000 Penalty: 3662.575928
	Iteration 22Q: 3 clusters Score -9361116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 78001 members 
Entering Unmasked Estep 
Score: -9361115.000000 Penalty: 3662.575928
	Iteration 23Q: 3 clusters Score -9361115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 78007 members 
Entering Unmasked Estep 
Score: -9361122.000000 Penalty: 3662.575928
	Iteration 24Q: 3 clusters Score -9361122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 78016 members 
Entering Unmasked Estep 
Score: -9361121.000000 Penalty: 3662.575928
	Iteration 25Q: 3 clusters Score -9361121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 78022 members 
Entering Unmasked Estep 
Score: -9361115.000000 Penalty: 3662.575928
	Iteration 26Q: 3 clusters Score -9361115 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 78032 members 
Entering Unmasked Estep 
Score: -9361132.000000 Penalty: 3662.575928
	Iteration 27Q: 3 clusters Score -9361132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 78041 members 
Entering Unmasked Estep 
Score: -9361139.000000 Penalty: 3662.575928
	Iteration 28Q: 3 clusters Score -9361139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 78045 members 
Entering Unmasked Estep 
Score: -9361143.000000 Penalty: 3662.575928
	Iteration 29Q: 3 clusters Score -9361143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 78047 members 
Entering Unmasked Estep 
Score: -9361149.000000 Penalty: 3662.575928
	Iteration 30Q: 3 clusters Score -9361149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 78049 members 
Entering Unmasked Estep 
Score: -9361154.000000 Penalty: 3662.575928
	Iteration 31Q: 3 clusters Score -9361154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 78051 members 
Entering Unmasked Estep 
Score: -9361155.000000 Penalty: 3662.575928
	Iteration 32Q: 3 clusters Score -9361155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 78052 members 
Entering Unmasked Estep 
Score: -9361150.000000 Penalty: 3662.575928
	Iteration 33Q: 3 clusters Score -9361150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 78052 members 
Entering Unmasked Estep 
Score: -9361150.000000 Penalty: 3662.575928
	Iteration 34F: 3 clusters Score -9361150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (33768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33768 members 
Entering Unmasked Estep 
Score: -4044084.250000 Penalty: 1694.431152
	Iteration 0F: 2 clusters Score -4044084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -4021374.500000 Penalty: 3388.862305
	Iteration 0F: 3 clusters Score -4021374 nChanged 15617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -4030207.250000 Penalty: 3388.862305
	Iteration 1F: 3 clusters Score -4030207 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -4030814.250000 Penalty: 3388.862305
	Iteration 2Q: 3 clusters Score -4030814 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -4031453.500000 Penalty: 3388.862305
	Iteration 3Q: 3 clusters Score -4031454 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -4032199.000000 Penalty: 3388.862305
	Iteration 4Q: 3 clusters Score -4032199 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -4033199.750000 Penalty: 3388.862305
	Iteration 5F: 3 clusters Score -4033200 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -4034517.250000 Penalty: 3388.862305
	Iteration 6F: 3 clusters Score -4034517 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -4036164.750000 Penalty: 3388.862305
	Iteration 7F: 3 clusters Score -4036165 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -4037685.750000 Penalty: 3388.862305
	Iteration 8F: 3 clusters Score -4037686 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -4038487.500000 Penalty: 3388.862305
	Iteration 9Q: 3 clusters Score -4038488 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -4038884.500000 Penalty: 3388.862305
	Iteration 10Q: 3 clusters Score -4038884 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -4039091.250000 Penalty: 3388.862305
	Iteration 11Q: 3 clusters Score -4039091 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -4039268.250000 Penalty: 3388.862305
	Iteration 12Q: 3 clusters Score -4039268 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -4039481.000000 Penalty: 3388.862305
	Iteration 13Q: 3 clusters Score -4039481 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -4039698.750000 Penalty: 3388.862305
	Iteration 14Q: 3 clusters Score -4039699 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -4039889.750000 Penalty: 3388.862305
	Iteration 15Q: 3 clusters Score -4039890 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -4040059.500000 Penalty: 3388.862305
	Iteration 16Q: 3 clusters Score -4040060 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -4040227.000000 Penalty: 3388.862305
	Iteration 17Q: 3 clusters Score -4040227 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -4040361.500000 Penalty: 3388.862305
	Iteration 18Q: 3 clusters Score -4040362 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -4040484.500000 Penalty: 3388.862305
	Iteration 19Q: 3 clusters Score -4040484 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -4040619.250000 Penalty: 3388.862305
	Iteration 20F: 3 clusters Score -4040619 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -4040708.000000 Penalty: 3388.862305
	Iteration 21Q: 3 clusters Score -4040708 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -4040787.250000 Penalty: 3388.862305
	Iteration 22Q: 3 clusters Score -4040787 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -4040836.250000 Penalty: 3388.862305
	Iteration 23Q: 3 clusters Score -4040836 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -4040895.250000 Penalty: 3388.862305
	Iteration 24Q: 3 clusters Score -4040895 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -4040920.250000 Penalty: 3388.862305
	Iteration 25Q: 3 clusters Score -4040920 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -4040975.250000 Penalty: 3388.862305
	Iteration 26Q: 3 clusters Score -4040975 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -4040980.750000 Penalty: 3388.862305
	Iteration 27Q: 3 clusters Score -4040981 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -4041016.000000 Penalty: 3388.862305
	Iteration 28Q: 3 clusters Score -4041016 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -4041038.500000 Penalty: 3388.862305
	Iteration 29Q: 3 clusters Score -4041038 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -4041049.000000 Penalty: 3388.862305
	Iteration 30Q: 3 clusters Score -4041049 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -4041071.750000 Penalty: 3388.862305
	Iteration 31Q: 3 clusters Score -4041072 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -4041075.750000 Penalty: 3388.862305
	Iteration 32Q: 3 clusters Score -4041076 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -4041078.250000 Penalty: 3388.862305
	Iteration 33Q: 3 clusters Score -4041078 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -4041096.750000 Penalty: 3388.862305
	Iteration 34Q: 3 clusters Score -4041097 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -4041096.250000 Penalty: 3388.862305
	Iteration 35Q: 3 clusters Score -4041096 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -4041113.000000 Penalty: 3388.862305
	Iteration 36Q: 3 clusters Score -4041113 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -4041136.750000 Penalty: 3388.862305
	Iteration 37Q: 3 clusters Score -4041137 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -4041147.750000 Penalty: 3388.862305
	Iteration 38Q: 3 clusters Score -4041148 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -4041155.500000 Penalty: 3388.862305
	Iteration 39Q: 3 clusters Score -4041156 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -4041147.000000 Penalty: 3388.862305
	Iteration 40F: 3 clusters Score -4041147 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -4041159.500000 Penalty: 3388.862305
	Iteration 41Q: 3 clusters Score -4041160 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -4041173.000000 Penalty: 3388.862305
	Iteration 42Q: 3 clusters Score -4041173 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -4041182.500000 Penalty: 3388.862305
	Iteration 43Q: 3 clusters Score -4041182 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -4041190.250000 Penalty: 3388.862305
	Iteration 44Q: 3 clusters Score -4041190 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -4041203.000000 Penalty: 3388.862305
	Iteration 45Q: 3 clusters Score -4041203 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -4041214.000000 Penalty: 3388.862305
	Iteration 46Q: 3 clusters Score -4041214 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -4041219.000000 Penalty: 3388.862305
	Iteration 47Q: 3 clusters Score -4041219 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -4041224.250000 Penalty: 3388.862305
	Iteration 48Q: 3 clusters Score -4041224 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -4041226.500000 Penalty: 3388.862305
	Iteration 49Q: 3 clusters Score -4041226 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -4041229.750000 Penalty: 3388.862305
	Iteration 50Q: 3 clusters Score -4041230 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -4041237.000000 Penalty: 3388.862305
	Iteration 51Q: 3 clusters Score -4041237 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -4041241.000000 Penalty: 3388.862305
	Iteration 52Q: 3 clusters Score -4041241 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -4041240.000000 Penalty: 3388.862305
	Iteration 53Q: 3 clusters Score -4041240 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -4041245.750000 Penalty: 3388.862305
	Iteration 54Q: 3 clusters Score -4041246 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -4041247.500000 Penalty: 3388.862305
	Iteration 55Q: 3 clusters Score -4041248 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -4041241.250000 Penalty: 3388.862305
	Iteration 56Q: 3 clusters Score -4041241 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -4041242.500000 Penalty: 3388.862305
	Iteration 57Q: 3 clusters Score -4041242 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -4041264.750000 Penalty: 3388.862305
	Iteration 58Q: 3 clusters Score -4041265 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -4041276.000000 Penalty: 3388.862305
	Iteration 59Q: 3 clusters Score -4041276 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -4041285.500000 Penalty: 3388.862305
	Iteration 60F: 3 clusters Score -4041286 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -4041281.500000 Penalty: 3388.862305
	Iteration 61Q: 3 clusters Score -4041282 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -4041288.750000 Penalty: 3388.862305
	Iteration 62Q: 3 clusters Score -4041289 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -4041291.000000 Penalty: 3388.862305
	Iteration 63Q: 3 clusters Score -4041291 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -4041296.250000 Penalty: 3388.862305
	Iteration 64Q: 3 clusters Score -4041296 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -4041296.750000 Penalty: 3388.862305
	Iteration 65Q: 3 clusters Score -4041297 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -4041296.750000 Penalty: 3388.862305
	Iteration 66Q: 3 clusters Score -4041297 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -4041302.000000 Penalty: 3388.862305
	Iteration 67Q: 3 clusters Score -4041302 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -4041303.250000 Penalty: 3388.862305
	Iteration 68Q: 3 clusters Score -4041303 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -4041311.250000 Penalty: 3388.862305
	Iteration 69Q: 3 clusters Score -4041311 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -4041313.500000 Penalty: 3388.862305
	Iteration 70Q: 3 clusters Score -4041314 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -4041315.500000 Penalty: 3388.862305
	Iteration 71Q: 3 clusters Score -4041316 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -4041325.000000 Penalty: 3388.862305
	Iteration 72Q: 3 clusters Score -4041325 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -4041335.250000 Penalty: 3388.862305
	Iteration 73Q: 3 clusters Score -4041335 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -4041344.250000 Penalty: 3388.862305
	Iteration 74Q: 3 clusters Score -4041344 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -4041332.750000 Penalty: 3388.862305
	Iteration 75Q: 3 clusters Score -4041333 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -4041329.750000 Penalty: 3388.862305
	Iteration 76Q: 3 clusters Score -4041330 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -4041326.500000 Penalty: 3388.862305
	Iteration 77Q: 3 clusters Score -4041326 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -4041332.000000 Penalty: 3388.862305
	Iteration 78Q: 3 clusters Score -4041332 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -4041342.500000 Penalty: 3388.862305
	Iteration 79Q: 3 clusters Score -4041342 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -4041346.750000 Penalty: 3388.862305
	Iteration 80F: 3 clusters Score -4041347 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -4041360.500000 Penalty: 3388.862305
	Iteration 81Q: 3 clusters Score -4041360 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -4041377.250000 Penalty: 3388.862305
	Iteration 82Q: 3 clusters Score -4041377 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4041380 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4041386 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -4041383.500000 Penalty: 3388.862305
	Iteration 85Q: 3 clusters Score -4041384 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -4041375.500000 Penalty: 3388.862305
	Iteration 86Q: 3 clusters Score -4041376 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4041383 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -4041392.000000 Penalty: 3388.862305
	Iteration 88Q: 3 clusters Score -4041392 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -4041390.250000 Penalty: 3388.862305
	Iteration 89Q: 3 clusters Score -4041390 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -4041393.000000 Penalty: 3388.862305
	Iteration 90Q: 3 clusters Score -4041393 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -4041395.500000 Penalty: 3388.862305
	Iteration 91Q: 3 clusters Score -4041396 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -4041401.500000 Penalty: 3388.862305
	Iteration 92Q: 3 clusters Score -4041402 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4041395 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -4041405.500000 Penalty: 3388.862305
	Iteration 94Q: 3 clusters Score -4041406 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -4041400.750000 Penalty: 3388.862305
	Iteration 95Q: 3 clusters Score -4041401 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -4041407.750000 Penalty: 3388.862305
	Iteration 96Q: 3 clusters Score -4041408 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -4041411.250000 Penalty: 3388.862305
	Iteration 97Q: 3 clusters Score -4041411 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26891 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -4041419.750000 Penalty: 3388.862305
	Iteration 98Q: 3 clusters Score -4041420 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -4041420.500000 Penalty: 3388.862305
	Iteration 99Q: 3 clusters Score -4041420 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -4041421.000000 Penalty: 3388.862305
	Iteration 100F: 3 clusters Score -4041421 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -4041432.250000 Penalty: 3388.862305
	Iteration 101Q: 3 clusters Score -4041432 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -4041428.250000 Penalty: 3388.862305
	Iteration 102Q: 3 clusters Score -4041428 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -4041438.000000 Penalty: 3388.862305
	Iteration 103Q: 3 clusters Score -4041438 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
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Entering Unmasked Estep 
Score: -4041435.750000 Penalty: 3388.862305
	Iteration 104Q: 3 clusters Score -4041436 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -4041454.000000 Penalty: 3388.862305
	Iteration 105Q: 3 clusters Score -4041454 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -4041453.000000 Penalty: 3388.862305
	Iteration 106Q: 3 clusters Score -4041453 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4041454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27202 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -4041457.000000 Penalty: 3388.862305
	Iteration 108Q: 3 clusters Score -4041457 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -4041458.250000 Penalty: 3388.862305
	Iteration 109Q: 3 clusters Score -4041458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -4041450.500000 Penalty: 3388.862305
	Iteration 110Q: 3 clusters Score -4041450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -4041455.500000 Penalty: 3388.862305
	Iteration 111Q: 3 clusters Score -4041456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -4041460.750000 Penalty: 3388.862305
	Iteration 112Q: 3 clusters Score -4041461 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -4041454.750000 Penalty: 3388.862305
	Iteration 113Q: 3 clusters Score -4041455 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -4041458.250000 Penalty: 3388.862305
	Iteration 114Q: 3 clusters Score -4041458 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -4041456.500000 Penalty: 3388.862305
	Iteration 115Q: 3 clusters Score -4041456 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -4041455.250000 Penalty: 3388.862305
	Iteration 116Q: 3 clusters Score -4041455 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -4041468.500000 Penalty: 3388.862305
	Iteration 117Q: 3 clusters Score -4041468 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -4041468.250000 Penalty: 3388.862305
	Iteration 118Q: 3 clusters Score -4041468 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -4041469.750000 Penalty: 3388.862305
	Iteration 119Q: 3 clusters Score -4041470 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -4041466.250000 Penalty: 3388.862305
	Iteration 120F: 3 clusters Score -4041466 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -4041476.250000 Penalty: 3388.862305
	Iteration 121Q: 3 clusters Score -4041476 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27524 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -4041478.250000 Penalty: 3388.862305
	Iteration 122Q: 3 clusters Score -4041478 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27551 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -4041478.250000 Penalty: 3388.862305
	Iteration 123Q: 3 clusters Score -4041478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27569 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -4041485.000000 Penalty: 3388.862305
	Iteration 124Q: 3 clusters Score -4041485 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -4041485.250000 Penalty: 3388.862305
	Iteration 125Q: 3 clusters Score -4041485 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27605 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -4041479.750000 Penalty: 3388.862305
	Iteration 126Q: 3 clusters Score -4041480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27619 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -4041473.500000 Penalty: 3388.862305
	Iteration 127Q: 3 clusters Score -4041474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -4041479.500000 Penalty: 3388.862305
	Iteration 128Q: 3 clusters Score -4041480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27654 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -4041484.500000 Penalty: 3388.862305
	Iteration 129Q: 3 clusters Score -4041484 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -4041478.250000 Penalty: 3388.862305
	Iteration 130Q: 3 clusters Score -4041478 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -4041485.500000 Penalty: 3388.862305
	Iteration 131Q: 3 clusters Score -4041486 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -4041488.000000 Penalty: 3388.862305
	Iteration 132Q: 3 clusters Score -4041488 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -4041492.500000 Penalty: 3388.862305
	Iteration 133Q: 3 clusters Score -4041492 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -4041487.750000 Penalty: 3388.862305
	Iteration 134Q: 3 clusters Score -4041488 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27817 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -4041493.750000 Penalty: 3388.862305
	Iteration 135Q: 3 clusters Score -4041494 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -4041492.000000 Penalty: 3388.862305
	Iteration 136Q: 3 clusters Score -4041492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -4041495.250000 Penalty: 3388.862305
	Iteration 137Q: 3 clusters Score -4041495 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -4041500.250000 Penalty: 3388.862305
	Iteration 138Q: 3 clusters Score -4041500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -4041497.750000 Penalty: 3388.862305
	Iteration 139Q: 3 clusters Score -4041498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -4041507.500000 Penalty: 3388.862305
	Iteration 140F: 3 clusters Score -4041508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -4041508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -4041507.750000 Penalty: 3388.862305
	Iteration 142Q: 3 clusters Score -4041508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -4041504.750000 Penalty: 3388.862305
	Iteration 143Q: 3 clusters Score -4041505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
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Entering Unmasked Estep 
Score: -4041509.750000 Penalty: 3388.862305
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -4041508 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -4041508 nChanged 3
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Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -4041501.250000 Penalty: 3388.862305
	Iteration 147Q: 3 clusters Score -4041501 nChanged 4
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Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -4041500 nChanged 5
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Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -4041496 nChanged 7
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Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -4041492.500000 Penalty: 3388.862305
	Iteration 150Q: 3 clusters Score -4041492 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -4041494 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -4041491 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -4041488 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -4041488 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28057 members 
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -4041492 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28090 members 
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -4041492 nChanged 35
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Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -4041494 nChanged 30
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Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -4041501 nChanged 30
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Mstep: Class 1 contains 28185 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -4041508 nChanged 30
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Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -4041512.500000 Penalty: 3388.862305
	Iteration 160F: 3 clusters Score -4041512 nChanged 41
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -4041519 nChanged 47
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Mstep: Class 1 contains 28299 members 
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -4041522 nChanged 43
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Mstep: Class 1 contains 28338 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -4041523 nChanged 45
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Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -4041528 nChanged 52
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Mstep: Class 1 contains 28431 members 
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Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -4041539 nChanged 55
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Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -4041543 nChanged 64
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Mstep: Class 1 contains 28550 members 
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Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -4041559 nChanged 75
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Mstep: Class 1 contains 28625 members 
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Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -4041570 nChanged 57
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Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -4041578 nChanged 60
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Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -4041586 nChanged 50
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Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -4041591 nChanged 44
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Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -4041600 nChanged 43
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Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -4041614 nChanged 46
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Mstep: Class 1 contains 28917 members 
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Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -4041616 nChanged 35
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -4041620 nChanged 30
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Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -4041622 nChanged 39
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Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -4041629 nChanged 41
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Mstep: Class 1 contains 29062 members 
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Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -4041636 nChanged 53
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Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -4041646 nChanged 55
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Mstep: Class 1 contains 29170 members 
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -4041645 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29229 members 
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Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -4041644 nChanged 60
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Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -4041651 nChanged 64
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Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 4419 members 
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	Iteration 183Q: 3 clusters Score -4041658 nChanged 69
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Mstep: Class 1 contains 29418 members 
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	Iteration 184Q: 3 clusters Score -4041666 nChanged 60
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	Iteration 185Q: 3 clusters Score -4041679 nChanged 63
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Mstep: Class 1 contains 29541 members 
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -4041684 nChanged 69
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Mstep: Class 1 contains 29608 members 
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	Iteration 187Q: 3 clusters Score -4041698 nChanged 46
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Mstep: Class 1 contains 29654 members 
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	Iteration 188Q: 3 clusters Score -4041702 nChanged 53
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Mstep: Class 1 contains 29707 members 
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Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -4041708 nChanged 57
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Mstep: Class 1 contains 29764 members 
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Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -4041714 nChanged 59
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Mstep: Class 1 contains 29823 members 
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Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -4041724 nChanged 59
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Mstep: Class 1 contains 29880 members 
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Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -4041735 nChanged 53
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Mstep: Class 1 contains 29933 members 
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Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -4041744 nChanged 55
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	Iteration 194Q: 3 clusters Score -4041754 nChanged 53
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	Iteration 195Q: 3 clusters Score -4041764 nChanged 50
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Mstep: Class 1 contains 30091 members 
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Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -4041776 nChanged 36
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -4041778 nChanged 38
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	Iteration 198Q: 3 clusters Score -4041788 nChanged 37
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Mstep: Class 1 contains 30200 members 
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	Iteration 199Q: 3 clusters Score -4041795 nChanged 52
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Mstep: Class 1 contains 30252 members 
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Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -4041798 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30308 members 
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Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -4041806 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30359 members 
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	Iteration 202Q: 3 clusters Score -4041802 nChanged 47
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Entering Unmasked Estep 
Score: -4041811.000000 Penalty: 3388.862305
	Iteration 203Q: 3 clusters Score -4041811 nChanged 45
Entering Unmasked Mstep 
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	Iteration 204Q: 3 clusters Score -4041814 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30489 members 
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Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -4041818 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30522 members 
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Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -4041820 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30559 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -4041839.000000 Penalty: 3388.862305
	Iteration 207Q: 3 clusters Score -4041839 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30591 members 
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Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -4041846 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30628 members 
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Entering Unmasked Estep 
Score: -4041855.750000 Penalty: 3388.862305
	Iteration 209Q: 3 clusters Score -4041856 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30661 members 
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Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -4041855 nChanged 41
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -4041859 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30747 members 
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Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -4041866 nChanged 37
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -4041862 nChanged 45
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Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -4041864 nChanged 38
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Mstep: Class 1 contains 30867 members 
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Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -4041877 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30907 members 
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Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -4041891 nChanged 40
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Mstep: Class 1 contains 30943 members 
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Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -4041896 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30976 members 
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Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -4041892 nChanged 33
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Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -4041894 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31035 members 
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Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -4041900 nChanged 35
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Entering Unmasked Estep 
Score: -4041912.000000 Penalty: 3388.862305
	Iteration 221Q: 3 clusters Score -4041912 nChanged 36
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Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -4041915 nChanged 30
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Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -4041918 nChanged 42
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Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -4041928 nChanged 48
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Mstep: Class 1 contains 31224 members 
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Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -4041927 nChanged 60
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Mstep: Class 1 contains 31284 members 
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Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -4041945 nChanged 70
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Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -4041966 nChanged 63
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Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -4041987 nChanged 66
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Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -4042002 nChanged 67
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Mstep: Class 1 contains 31546 members 
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Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -4042013 nChanged 74
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Mstep: Class 1 contains 31620 members 
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Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -4042036 nChanged 78
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Mstep: Class 1 contains 31698 members 
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Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -4042049 nChanged 80
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Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -4042088 nChanged 74
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Entering Unmasked Estep 
Score: -4042109.500000 Penalty: 3388.862305
	Iteration 234Q: 3 clusters Score -4042110 nChanged 61
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Entering Unmasked Estep 
Score: -4042130.500000 Penalty: 3388.862305
	Iteration 235Q: 3 clusters Score -4042130 nChanged 61
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Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -4042126 nChanged 60
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Mstep: Class 1 contains 32034 members 
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Entering Unmasked Estep 
Score: -4042151.250000 Penalty: 3388.862305
	Iteration 237Q: 3 clusters Score -4042151 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -4042168.750000 Penalty: 3388.862305
	Iteration 238Q: 3 clusters Score -4042169 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32157 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -4042189.500000 Penalty: 3388.862305
	Iteration 239Q: 3 clusters Score -4042190 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32216 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -4042202.250000 Penalty: 3388.862305
	Iteration 240F: 3 clusters Score -4042202 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32276 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -4042223.000000 Penalty: 3388.862305
	Iteration 241Q: 3 clusters Score -4042223 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32334 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -4042237.750000 Penalty: 3388.862305
	Iteration 242Q: 3 clusters Score -4042238 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32385 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -4042254.750000 Penalty: 3388.862305
	Iteration 243Q: 3 clusters Score -4042255 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -4042274.500000 Penalty: 3388.862305
	Iteration 244Q: 3 clusters Score -4042274 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32491 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -4042288.750000 Penalty: 3388.862305
	Iteration 245Q: 3 clusters Score -4042289 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32547 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -4042315.500000 Penalty: 3388.862305
	Iteration 246Q: 3 clusters Score -4042316 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32606 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4042333.750000 Penalty: 3388.862305
	Iteration 247Q: 3 clusters Score -4042334 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32664 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -4042359.250000 Penalty: 3388.862305
	Iteration 248Q: 3 clusters Score -4042359 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32715 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -4042384.250000 Penalty: 3388.862305
	Iteration 249Q: 3 clusters Score -4042384 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -4042404.250000 Penalty: 3388.862305
	Iteration 250Q: 3 clusters Score -4042404 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32797 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -4042419.250000 Penalty: 3388.862305
	Iteration 251Q: 3 clusters Score -4042419 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -4042440.000000 Penalty: 3388.862305
	Iteration 252Q: 3 clusters Score -4042440 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32870 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -4042450.750000 Penalty: 3388.862305
	Iteration 253Q: 3 clusters Score -4042451 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -4042456.000000 Penalty: 3388.862305
	Iteration 254Q: 3 clusters Score -4042456 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32923 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -4042467.750000 Penalty: 3388.862305
	Iteration 255Q: 3 clusters Score -4042468 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32948 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -4042486.000000 Penalty: 3388.862305
	Iteration 256Q: 3 clusters Score -4042486 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32970 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4042494.250000 Penalty: 3388.862305
	Iteration 257Q: 3 clusters Score -4042494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -4042501.000000 Penalty: 3388.862305
	Iteration 258Q: 3 clusters Score -4042501 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33003 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -4042505.000000 Penalty: 3388.862305
	Iteration 259Q: 3 clusters Score -4042505 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4042513.250000 Penalty: 3388.862305
	Iteration 260F: 3 clusters Score -4042513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33030 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4042519.000000 Penalty: 3388.862305
	Iteration 261Q: 3 clusters Score -4042519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4042522.500000 Penalty: 3388.862305
	Iteration 262Q: 3 clusters Score -4042522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33048 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -4042524.500000 Penalty: 3388.862305
	Iteration 263Q: 3 clusters Score -4042524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -4042535.250000 Penalty: 3388.862305
	Iteration 264Q: 3 clusters Score -4042535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33069 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -4042544.000000 Penalty: 3388.862305
	Iteration 265Q: 3 clusters Score -4042544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33074 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -4042543.000000 Penalty: 3388.862305
	Iteration 266Q: 3 clusters Score -4042543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -4042542.750000 Penalty: 3388.862305
	Iteration 267Q: 3 clusters Score -4042543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4042539.000000 Penalty: 3388.862305
	Iteration 268Q: 3 clusters Score -4042539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33088 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4042540.250000 Penalty: 3388.862305
	Iteration 269Q: 3 clusters Score -4042540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4042543.750000 Penalty: 3388.862305
	Iteration 270Q: 3 clusters Score -4042544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33100 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4042541.750000 Penalty: 3388.862305
	Iteration 271Q: 3 clusters Score -4042542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33106 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4042545.250000 Penalty: 3388.862305
	Iteration 272Q: 3 clusters Score -4042545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -4042550.250000 Penalty: 3388.862305
	Iteration 273Q: 3 clusters Score -4042550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33115 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -4042554.500000 Penalty: 3388.862305
	Iteration 274Q: 3 clusters Score -4042554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33117 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -4042553.750000 Penalty: 3388.862305
	Iteration 275Q: 3 clusters Score -4042554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33120 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4042558.000000 Penalty: 3388.862305
	Iteration 276Q: 3 clusters Score -4042558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33121 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4042559.250000 Penalty: 3388.862305
	Iteration 277Q: 3 clusters Score -4042559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33123 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4042559.500000 Penalty: 3388.862305
	Iteration 278Q: 3 clusters Score -4042560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4042559.250000 Penalty: 3388.862305
	Iteration 279Q: 3 clusters Score -4042559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33136 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4042570.250000 Penalty: 3388.862305
	Iteration 280F: 3 clusters Score -4042570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4042565.500000 Penalty: 3388.862305
	Iteration 281Q: 3 clusters Score -4042566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33154 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -4042578.750000 Penalty: 3388.862305
	Iteration 282Q: 3 clusters Score -4042579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33162 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4042579.250000 Penalty: 3388.862305
	Iteration 283Q: 3 clusters Score -4042579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33166 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4042579.250000 Penalty: 3388.862305
	Iteration 284Q: 3 clusters Score -4042579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4042580.250000 Penalty: 3388.862305
	Iteration 285Q: 3 clusters Score -4042580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33172 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -4042581.750000 Penalty: 3388.862305
	Iteration 286Q: 3 clusters Score -4042582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33175 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -4042582.000000 Penalty: 3388.862305
	Iteration 287Q: 3 clusters Score -4042582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33177 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -4042585.000000 Penalty: 3388.862305
	Iteration 288Q: 3 clusters Score -4042585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33178 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -4042586.000000 Penalty: 3388.862305
	Iteration 289Q: 3 clusters Score -4042586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33182 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -4042586.250000 Penalty: 3388.862305
	Iteration 290Q: 3 clusters Score -4042586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -4042585.000000 Penalty: 3388.862305
	Iteration 291Q: 3 clusters Score -4042585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4042587.000000 Penalty: 3388.862305
	Iteration 292Q: 3 clusters Score -4042587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -4042591.750000 Penalty: 3388.862305
	Iteration 293Q: 3 clusters Score -4042592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33197 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -4042596.750000 Penalty: 3388.862305
	Iteration 294Q: 3 clusters Score -4042597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33200 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -4042597.750000 Penalty: 3388.862305
	Iteration 295Q: 3 clusters Score -4042598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33204 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4042601.000000 Penalty: 3388.862305
	Iteration 296Q: 3 clusters Score -4042601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33209 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -4042606.750000 Penalty: 3388.862305
	Iteration 297Q: 3 clusters Score -4042607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33210 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -4042607.500000 Penalty: 3388.862305
	Iteration 298Q: 3 clusters Score -4042608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33211 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4042609.250000 Penalty: 3388.862305
	Iteration 299Q: 3 clusters Score -4042609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33212 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4042607.250000 Penalty: 3388.862305
	Iteration 300F: 3 clusters Score -4042607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (27564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Entering Unmasked Estep 
Score: -3311824.000000 Penalty: 1661.443237
	Iteration 0F: 2 clusters Score -3311824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -3293080.750000 Penalty: 3322.886475
	Iteration 0F: 3 clusters Score -3293081 nChanged 12745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -3300241.250000 Penalty: 3322.886475
	Iteration 1F: 3 clusters Score -3300241 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -3300627.000000 Penalty: 3322.886475
	Iteration 2Q: 3 clusters Score -3300627 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -3300969.750000 Penalty: 3322.886475
	Iteration 3Q: 3 clusters Score -3300970 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -3301414.750000 Penalty: 3322.886475
	Iteration 4Q: 3 clusters Score -3301415 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -3302003.500000 Penalty: 3322.886475
	Iteration 5Q: 3 clusters Score -3302004 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -3302789.250000 Penalty: 3322.886475
	Iteration 6F: 3 clusters Score -3302789 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -3303910.000000 Penalty: 3322.886475
	Iteration 7F: 3 clusters Score -3303910 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -3305316.250000 Penalty: 3322.886475
	Iteration 8F: 3 clusters Score -3305316 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -3306714.000000 Penalty: 3322.886475
	Iteration 9F: 3 clusters Score -3306714 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -3307808.250000 Penalty: 3322.886475
	Iteration 10Q: 3 clusters Score -3307808 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -3308606.000000 Penalty: 3322.886475
	Iteration 11Q: 3 clusters Score -3308606 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -3309027.500000 Penalty: 3322.886475
	Iteration 12Q: 3 clusters Score -3309028 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -3309296.250000 Penalty: 3322.886475
	Iteration 13Q: 3 clusters Score -3309296 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -3309480.000000 Penalty: 3322.886475
	Iteration 14Q: 3 clusters Score -3309480 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -3309561.750000 Penalty: 3322.886475
	Iteration 15Q: 3 clusters Score -3309562 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -3309646.500000 Penalty: 3322.886475
	Iteration 16Q: 3 clusters Score -3309646 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -3309679.750000 Penalty: 3322.886475
	Iteration 17Q: 3 clusters Score -3309680 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -3309695.500000 Penalty: 3322.886475
	Iteration 18Q: 3 clusters Score -3309696 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -3309717.250000 Penalty: 3322.886475
	Iteration 19Q: 3 clusters Score -3309717 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -3309726.500000 Penalty: 3322.886475
	Iteration 20F: 3 clusters Score -3309726 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -3309726.000000 Penalty: 3322.886475
	Iteration 21Q: 3 clusters Score -3309726 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -3309727.250000 Penalty: 3322.886475
	Iteration 22Q: 3 clusters Score -3309727 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -3309755.500000 Penalty: 3322.886475
	Iteration 23Q: 3 clusters Score -3309756 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -3309768.250000 Penalty: 3322.886475
	Iteration 24Q: 3 clusters Score -3309768 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -3309781.250000 Penalty: 3322.886475
	Iteration 25Q: 3 clusters Score -3309781 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -3309788.750000 Penalty: 3322.886475
	Iteration 26Q: 3 clusters Score -3309789 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -3309792.250000 Penalty: 3322.886475
	Iteration 27Q: 3 clusters Score -3309792 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
Score: -3309795.000000 Penalty: 3322.886475
	Iteration 28Q: 3 clusters Score -3309795 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -3309791.750000 Penalty: 3322.886475
	Iteration 29Q: 3 clusters Score -3309792 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -3309794.750000 Penalty: 3322.886475
	Iteration 30Q: 3 clusters Score -3309795 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 25847 members 
Entering Unmasked Estep 
Score: -3309791.500000 Penalty: 3322.886475
	Iteration 31Q: 3 clusters Score -3309792 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -3309804.000000 Penalty: 3322.886475
	Iteration 32Q: 3 clusters Score -3309804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -3309805.250000 Penalty: 3322.886475
	Iteration 33Q: 3 clusters Score -3309805 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -3309811.250000 Penalty: 3322.886475
	Iteration 34Q: 3 clusters Score -3309811 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -3309814.000000 Penalty: 3322.886475
	Iteration 35Q: 3 clusters Score -3309814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -3309811.000000 Penalty: 3322.886475
	Iteration 36Q: 3 clusters Score -3309811 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -3309812.750000 Penalty: 3322.886475
	Iteration 37Q: 3 clusters Score -3309813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -3309826.750000 Penalty: 3322.886475
	Iteration 38Q: 3 clusters Score -3309827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -3309820.500000 Penalty: 3322.886475
	Iteration 39Q: 3 clusters Score -3309820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -3309818.500000 Penalty: 3322.886475
	Iteration 40F: 3 clusters Score -3309818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -3309809.250000 Penalty: 3322.886475
	Iteration 41Q: 3 clusters Score -3309809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -3309823.750000 Penalty: 3322.886475
	Iteration 42Q: 3 clusters Score -3309824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -3309821.250000 Penalty: 3322.886475
	Iteration 43Q: 3 clusters Score -3309821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -3309824.000000 Penalty: 3322.886475
	Iteration 44Q: 3 clusters Score -3309824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -3309830.250000 Penalty: 3322.886475
	Iteration 45Q: 3 clusters Score -3309830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -3309834.500000 Penalty: 3322.886475
	Iteration 46Q: 3 clusters Score -3309834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -3309832.000000 Penalty: 3322.886475
	Iteration 47Q: 3 clusters Score -3309832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -3309828.750000 Penalty: 3322.886475
	Iteration 48Q: 3 clusters Score -3309829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 25813 members 
Entering Unmasked Estep 
Score: -3309834.500000 Penalty: 3322.886475
	Iteration 49Q: 3 clusters Score -3309834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -3309835.500000 Penalty: 3322.886475
	Iteration 50Q: 3 clusters Score -3309836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 25813 members 
Entering Unmasked Estep 
Score: -3309833.750000 Penalty: 3322.886475
	Iteration 51Q: 3 clusters Score -3309834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 25813 members 
Entering Unmasked Estep 
Score: -3309833.750000 Penalty: 3322.886475
	Iteration 52F: 3 clusters Score -3309834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Entering Unmasked Estep 
Score: -1711695.250000 Penalty: 1563.184692
	Iteration 0F: 2 clusters Score -1711695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1701249.250000 Penalty: 3126.369385
	Iteration 0F: 3 clusters Score -1701249 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1704813.875000 Penalty: 3126.369385
	Iteration 1F: 3 clusters Score -1704814 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1705105.000000 Penalty: 3126.369385
	Iteration 2F: 3 clusters Score -1705105 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1705380.750000 Penalty: 3126.369385
	Iteration 3Q: 3 clusters Score -1705381 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1705678.125000 Penalty: 3126.369385
	Iteration 4Q: 3 clusters Score -1705678 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1706005.000000 Penalty: 3126.369385
	Iteration 5Q: 3 clusters Score -1706005 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1706401.875000 Penalty: 3126.369385
	Iteration 6Q: 3 clusters Score -1706402 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1706970.875000 Penalty: 3126.369385
	Iteration 7F: 3 clusters Score -1706971 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1707703.250000 Penalty: 3126.369385
	Iteration 8F: 3 clusters Score -1707703 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1708537.500000 Penalty: 3126.369385
	Iteration 9F: 3 clusters Score -1708538 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1709307.125000 Penalty: 3126.369385
	Iteration 10F: 3 clusters Score -1709307 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1709830.000000 Penalty: 3126.369385
	Iteration 11Q: 3 clusters Score -1709830 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1710093.500000 Penalty: 3126.369385
	Iteration 12Q: 3 clusters Score -1710094 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1710191.125000 Penalty: 3126.369385
	Iteration 13Q: 3 clusters Score -1710191 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1710244.750000 Penalty: 3126.369385
	Iteration 14Q: 3 clusters Score -1710245 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1710263.375000 Penalty: 3126.369385
	Iteration 15Q: 3 clusters Score -1710263 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1710275.750000 Penalty: 3126.369385
	Iteration 16Q: 3 clusters Score -1710276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1710291.875000 Penalty: 3126.369385
	Iteration 17Q: 3 clusters Score -1710292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1710303.500000 Penalty: 3126.369385
	Iteration 18Q: 3 clusters Score -1710304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1710312.875000 Penalty: 3126.369385
	Iteration 19Q: 3 clusters Score -1710313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1710319.875000 Penalty: 3126.369385
	Iteration 20F: 3 clusters Score -1710320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1710324.250000 Penalty: 3126.369385
	Iteration 21Q: 3 clusters Score -1710324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1710327.375000 Penalty: 3126.369385
	Iteration 22Q: 3 clusters Score -1710327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1710327.375000 Penalty: 3126.369385
	Iteration 23F: 3 clusters Score -1710327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Entering Unmasked Estep 
Score: -371888.968750 Penalty: 1322.659058
	Iteration 0F: 2 clusters Score -371889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -368851.218750 Penalty: 2645.318115
	Iteration 0F: 3 clusters Score -368851.2 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -369660.468750 Penalty: 2645.318115
	Iteration 1F: 3 clusters Score -369660.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -369788.718750 Penalty: 2645.318115
	Iteration 2F: 3 clusters Score -369788.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -369879.843750 Penalty: 2645.318115
	Iteration 3Q: 3 clusters Score -369879.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -369940.625000 Penalty: 2645.318115
	Iteration 4Q: 3 clusters Score -369940.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -369982.500000 Penalty: 2645.318115
	Iteration 5Q: 3 clusters Score -369982.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -370020.750000 Penalty: 2645.318115
	Iteration 6Q: 3 clusters Score -370020.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -370054.468750 Penalty: 2645.318115
	Iteration 7Q: 3 clusters Score -370054.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -370090.437500 Penalty: 2645.318115
	Iteration 8Q: 3 clusters Score -370090.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -370124.750000 Penalty: 2645.318115
	Iteration 9Q: 3 clusters Score -370124.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -370149.843750 Penalty: 2645.318115
	Iteration 10Q: 3 clusters Score -370149.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -370170.781250 Penalty: 2645.318115
	Iteration 11Q: 3 clusters Score -370170.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -370194.937500 Penalty: 2645.318115
	Iteration 12Q: 3 clusters Score -370194.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -370218.406250 Penalty: 2645.318115
	Iteration 13Q: 3 clusters Score -370218.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -370241.156250 Penalty: 2645.318115
	Iteration 14Q: 3 clusters Score -370241.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -370283.531250 Penalty: 2645.318115
	Iteration 15Q: 3 clusters Score -370283.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -370323.187500 Penalty: 2645.318115
	Iteration 16Q: 3 clusters Score -370323.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -370364.781250 Penalty: 2645.318115
	Iteration 17Q: 3 clusters Score -370364.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -370401.093750 Penalty: 2645.318115
	Iteration 18Q: 3 clusters Score -370401.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -370432.562500 Penalty: 2645.318115
	Iteration 19Q: 3 clusters Score -370432.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -370462.500000 Penalty: 2645.318115
	Iteration 20F: 3 clusters Score -370462.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -370493.031250 Penalty: 2645.318115
	Iteration 21Q: 3 clusters Score -370493 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -370515.531250 Penalty: 2645.318115
	Iteration 22Q: 3 clusters Score -370515.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -370537.468750 Penalty: 2645.318115
	Iteration 23Q: 3 clusters Score -370537.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -370559.250000 Penalty: 2645.318115
	Iteration 24Q: 3 clusters Score -370559.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -370579.062500 Penalty: 2645.318115
	Iteration 25Q: 3 clusters Score -370579.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -370592.750000 Penalty: 2645.318115
	Iteration 26Q: 3 clusters Score -370592.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -370604.875000 Penalty: 2645.318115
	Iteration 27Q: 3 clusters Score -370604.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -370612.437500 Penalty: 2645.318115
	Iteration 28Q: 3 clusters Score -370612.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -370622.937500 Penalty: 2645.318115
	Iteration 29Q: 3 clusters Score -370622.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -370632.375000 Penalty: 2645.318115
	Iteration 30Q: 3 clusters Score -370632.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -370641.218750 Penalty: 2645.318115
	Iteration 31Q: 3 clusters Score -370641.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -370650.281250 Penalty: 2645.318115
	Iteration 32Q: 3 clusters Score -370650.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -370655.531250 Penalty: 2645.318115
	Iteration 33Q: 3 clusters Score -370655.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -370659.250000 Penalty: 2645.318115
	Iteration 34Q: 3 clusters Score -370659.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -370664.562500 Penalty: 2645.318115
	Iteration 35Q: 3 clusters Score -370664.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -370671.062500 Penalty: 2645.318115
	Iteration 36Q: 3 clusters Score -370671.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -370675.437500 Penalty: 2645.318115
	Iteration 37Q: 3 clusters Score -370675.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -370679.156250 Penalty: 2645.318115
	Iteration 38Q: 3 clusters Score -370679.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -370680.437500 Penalty: 2645.318115
	Iteration 39Q: 3 clusters Score -370680.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -370680.750000 Penalty: 2645.318115
	Iteration 40F: 3 clusters Score -370680.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -370683.437500 Penalty: 2645.318115
	Iteration 41Q: 3 clusters Score -370683.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -370685.093750 Penalty: 2645.318115
	Iteration 42Q: 3 clusters Score -370685.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -370689.718750 Penalty: 2645.318115
	Iteration 43Q: 3 clusters Score -370689.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -370692.125000 Penalty: 2645.318115
	Iteration 44Q: 3 clusters Score -370692.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -370693.062500 Penalty: 2645.318115
	Iteration 45Q: 3 clusters Score -370693.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -370694.406250 Penalty: 2645.318115
	Iteration 46Q: 3 clusters Score -370694.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -370695.312500 Penalty: 2645.318115
	Iteration 47Q: 3 clusters Score -370695.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -370696.343750 Penalty: 2645.318115
	Iteration 48Q: 3 clusters Score -370696.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -370697.656250 Penalty: 2645.318115
	Iteration 49Q: 3 clusters Score -370697.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -370699.968750 Penalty: 2645.318115
	Iteration 50Q: 3 clusters Score -370700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -370700.906250 Penalty: 2645.318115
	Iteration 51Q: 3 clusters Score -370700.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -370701.656250 Penalty: 2645.318115
	Iteration 52Q: 3 clusters Score -370701.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -370702.531250 Penalty: 2645.318115
	Iteration 53Q: 3 clusters Score -370702.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -370704.718750 Penalty: 2645.318115
	Iteration 54Q: 3 clusters Score -370704.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -370706.812500 Penalty: 2645.318115
	Iteration 55Q: 3 clusters Score -370706.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -370709.500000 Penalty: 2645.318115
	Iteration 56Q: 3 clusters Score -370709.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -370711.625000 Penalty: 2645.318115
	Iteration 57Q: 3 clusters Score -370711.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -370713.968750 Penalty: 2645.318115
	Iteration 58Q: 3 clusters Score -370714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -370715.687500 Penalty: 2645.318115
	Iteration 59Q: 3 clusters Score -370715.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -370718.562500 Penalty: 2645.318115
	Iteration 60F: 3 clusters Score -370718.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -370722.031250 Penalty: 2645.318115
	Iteration 61Q: 3 clusters Score -370722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -370725.906250 Penalty: 2645.318115
	Iteration 62Q: 3 clusters Score -370725.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -370726.562500 Penalty: 2645.318115
	Iteration 63Q: 3 clusters Score -370726.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -370727.781250 Penalty: 2645.318115
	Iteration 64Q: 3 clusters Score -370727.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -370727.781250 Penalty: 2645.318115
	Iteration 65F: 3 clusters Score -370727.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Entering Unmasked Estep 
Score: -77746.828125 Penalty: 1085.842651
	Iteration 0F: 2 clusters Score -77746.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -76462.835938 Penalty: 2171.685303
	Iteration 0F: 3 clusters Score -76462.84 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -76699.679688 Penalty: 2171.685303
	Iteration 1F: 3 clusters Score -76699.68 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -76850.351562 Penalty: 2171.685303
	Iteration 2F: 3 clusters Score -76850.35 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -76991.507812 Penalty: 2171.685303
	Iteration 3F: 3 clusters Score -76991.51 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -77188.742188 Penalty: 2171.685303
	Iteration 4F: 3 clusters Score -77188.74 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -77386.953125 Penalty: 2171.685303
	Iteration 5F: 3 clusters Score -77386.95 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -77447.500000 Penalty: 2171.685303
	Iteration 6Q: 3 clusters Score -77447.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -77469.007812 Penalty: 2171.685303
	Iteration 7Q: 3 clusters Score -77469.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -77479.328125 Penalty: 2171.685303
	Iteration 8Q: 3 clusters Score -77479.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -77494.375000 Penalty: 2171.685303
	Iteration 9Q: 3 clusters Score -77494.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -77502.531250 Penalty: 2171.685303
	Iteration 10Q: 3 clusters Score -77502.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -77512.882812 Penalty: 2171.685303
	Iteration 11Q: 3 clusters Score -77512.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -77523.007812 Penalty: 2171.685303
	Iteration 12Q: 3 clusters Score -77523.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -77528.914062 Penalty: 2171.685303
	Iteration 13Q: 3 clusters Score -77528.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -77534.421875 Penalty: 2171.685303
	Iteration 14Q: 3 clusters Score -77534.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -77535.953125 Penalty: 2171.685303
	Iteration 15Q: 3 clusters Score -77535.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -77537.109375 Penalty: 2171.685303
	Iteration 16F: 3 clusters Score -77537.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -77548.265625 Penalty: 2171.685303
	Iteration 17Q: 3 clusters Score -77548.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -77555.742188 Penalty: 2171.685303
	Iteration 18Q: 3 clusters Score -77555.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -77561.070312 Penalty: 2171.685303
	Iteration 19Q: 3 clusters Score -77561.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -77567.695312 Penalty: 2171.685303
	Iteration 20F: 3 clusters Score -77567.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -77573.687500 Penalty: 2171.685303
	Iteration 21Q: 3 clusters Score -77573.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -77574.117188 Penalty: 2171.685303
	Iteration 22Q: 3 clusters Score -77574.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -77574.757812 Penalty: 2171.685303
	Iteration 23Q: 3 clusters Score -77574.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -77575.726562 Penalty: 2171.685303
	Iteration 24Q: 3 clusters Score -77575.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -77576.125000 Penalty: 2171.685303
	Iteration 25Q: 3 clusters Score -77576.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -77576.125000 Penalty: 2171.685303
	Iteration 26F: 3 clusters Score -77576.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -9395.746094 Penalty: 816.380554
	Iteration 0F: 2 clusters Score -9395.746 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 69 members 
Entering Unmasked Estep 
Score: -8781.696289 Penalty: 1632.761108
	Iteration 0F: 3 clusters Score -8781.696 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8860.086914 Penalty: 1632.761108
	Iteration 1F: 3 clusters Score -8860.087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8904.817383 Penalty: 1632.761108
	Iteration 2Q: 3 clusters Score -8904.817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8906.634766 Penalty: 1632.761108
	Iteration 3Q: 3 clusters Score -8906.635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8909.466797 Penalty: 1632.761108
	Iteration 4Q: 3 clusters Score -8909.467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8909.466797 Penalty: 1632.761108
	Iteration 5F: 3 clusters Score -8909.467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -104918.148438 Penalty: 1139.761230
	Iteration 0F: 2 clusters Score -104918.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -103547.710938 Penalty: 2279.522461
	Iteration 0F: 3 clusters Score -103547.7 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -104421.562500 Penalty: 2279.522461
	Iteration 1F: 3 clusters Score -104421.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -105093.828125 Penalty: 2279.522461
	Iteration 2F: 3 clusters Score -105093.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -105535.453125 Penalty: 2279.522461
	Iteration 3F: 3 clusters Score -105535.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -105811.195312 Penalty: 2279.522461
	Iteration 4F: 3 clusters Score -105811.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -105993.718750 Penalty: 2279.522461
	Iteration 5Q: 3 clusters Score -105993.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -106141.382812 Penalty: 2279.522461
	Iteration 6Q: 3 clusters Score -106141.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -106260.687500 Penalty: 2279.522461
	Iteration 7Q: 3 clusters Score -106260.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -106352.531250 Penalty: 2279.522461
	Iteration 8Q: 3 clusters Score -106352.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -106414.781250 Penalty: 2279.522461
	Iteration 9Q: 3 clusters Score -106414.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -106449.250000 Penalty: 2279.522461
	Iteration 10Q: 3 clusters Score -106449.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -106469.250000 Penalty: 2279.522461
	Iteration 11Q: 3 clusters Score -106469.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -106479.234375 Penalty: 2279.522461
	Iteration 12Q: 3 clusters Score -106479.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -106483.929688 Penalty: 2279.522461
	Iteration 13Q: 3 clusters Score -106483.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -106488.671875 Penalty: 2279.522461
	Iteration 14Q: 3 clusters Score -106488.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -106489.257812 Penalty: 2279.522461
	Iteration 15Q: 3 clusters Score -106489.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -106489.257812 Penalty: 2279.522461
	Iteration 16F: 3 clusters Score -106489.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 197213 members 
Mstep: Class 3 contains 86018 members 
Mstep: Class 4 contains 12522 members 
Mstep: Class 5 contains 38333 members 
Mstep: Class 6 contains 40801 members 
Mstep: Class 7 contains 97598 members 
Mstep: Class 8 contains 19254 members 
Mstep: Class 9 contains 37700 members 
Mstep: Class 10 contains 9382 members 
Mstep: Class 11 contains 169 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8470 members 
Mstep: Class 14 contains 695 members 
Mstep: Class 15 contains 18582 members 
Mstep: Class 16 contains 70200 members 
Mstep: Class 17 contains 112053 members 
Mstep: Class 18 contains 112977 members 
Mstep: Class 19 contains 3472 members 
Mstep: Class 20 contains 78391 members 
Mstep: Class 21 contains 33768 members 
Mstep: Class 22 contains 27564 members 
Mstep: Class 23 contains 15057 members 
Mstep: Class 24 contains 3427 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 545 members 
Mstep: Class 28 contains 87273 members 
Mstep: Class 29 contains 5906 members 
Mstep: Class 30 contains 9470 members 
Mstep: Class 31 contains 70070 members 
Mstep: Class 32 contains 5035 members 
Mstep: Class 33 contains 37669 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1575 members 
Mstep: Class 37 contains 115122 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 16100 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 23529 members 
Mstep: Class 44 contains 108276 members 
Mstep: Class 45 contains 105705 members 
Mstep: Class 46 contains 453 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 30818 members 
Mstep: Class 49 contains 12317 members 
Mstep: Class 50 contains 549 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 5650 members 
Mstep: Class 53 contains 33157 members 
Mstep: Class 54 contains 567 members 
Entering Unmasked Estep 
Score: -194688176.000000 Penalty: 126004.695312
Splitting cluster 27 changes total score from -194689712.000000 to -194688176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (87273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87273 members 
Entering Unmasked Estep 
Score: -10320446.000000 Penalty: 1848.729492
	Iteration 0F: 2 clusters Score -1.032045e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43636 members 
Mstep: Class 2 contains 43637 members 
Entering Unmasked Estep 
Score: -10262290.000000 Penalty: 3697.458984
	Iteration 0F: 3 clusters Score -1.026229e+07 nChanged 41774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43998 members 
Mstep: Class 2 contains 43275 members 
Entering Unmasked Estep 
Score: -10286332.000000 Penalty: 3697.458984
	Iteration 1F: 3 clusters Score -1.028633e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44030 members 
Mstep: Class 2 contains 43243 members 
Entering Unmasked Estep 
Score: -10286704.000000 Penalty: 3697.458984
	Iteration 2Q: 3 clusters Score -1.02867e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44053 members 
Mstep: Class 2 contains 43220 members 
Entering Unmasked Estep 
Score: -10287148.000000 Penalty: 3697.458984
	Iteration 3Q: 3 clusters Score -1.028715e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44098 members 
Mstep: Class 2 contains 43175 members 
Entering Unmasked Estep 
Score: -10287467.000000 Penalty: 3697.458984
	Iteration 4Q: 3 clusters Score -1.028747e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44149 members 
Mstep: Class 2 contains 43124 members 
Entering Unmasked Estep 
Score: -10287940.000000 Penalty: 3697.458984
	Iteration 5Q: 3 clusters Score -1.028794e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44154 members 
Mstep: Class 2 contains 43119 members 
Entering Unmasked Estep 
Score: -10288496.000000 Penalty: 3697.458984
	Iteration 6Q: 3 clusters Score -1.02885e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44081 members 
Mstep: Class 2 contains 43192 members 
Entering Unmasked Estep 
Score: -10289188.000000 Penalty: 3697.458984
	Iteration 7Q: 3 clusters Score -1.028919e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43964 members 
Mstep: Class 2 contains 43309 members 
Entering Unmasked Estep 
Score: -10290308.000000 Penalty: 3697.458984
	Iteration 8Q: 3 clusters Score -1.029031e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43761 members 
Mstep: Class 2 contains 43512 members 
Entering Unmasked Estep 
Score: -10291938.000000 Penalty: 3697.458984
	Iteration 9Q: 3 clusters Score -1.029194e+07 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43338 members 
Mstep: Class 2 contains 43935 members 
Entering Unmasked Estep 
Score: -10294722.000000 Penalty: 3697.458984
	Iteration 10Q: 3 clusters Score -1.029472e+07 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42877 members 
Mstep: Class 2 contains 44396 members 
Entering Unmasked Estep 
Score: -10298885.000000 Penalty: 3697.458984
	Iteration 11F: 3 clusters Score -1.029888e+07 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42316 members 
Mstep: Class 2 contains 44957 members 
Entering Unmasked Estep 
Score: -10303344.000000 Penalty: 3697.458984
	Iteration 12F: 3 clusters Score -1.030334e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41794 members 
Mstep: Class 2 contains 45479 members 
Entering Unmasked Estep 
Score: -10306008.000000 Penalty: 3697.458984
	Iteration 13F: 3 clusters Score -1.030601e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41185 members 
Mstep: Class 2 contains 46088 members 
Entering Unmasked Estep 
Score: -10307605.000000 Penalty: 3697.458984
	Iteration 14Q: 3 clusters Score -1.03076e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40619 members 
Mstep: Class 2 contains 46654 members 
Entering Unmasked Estep 
Score: -10309080.000000 Penalty: 3697.458984
	Iteration 15Q: 3 clusters Score -1.030908e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40144 members 
Mstep: Class 2 contains 47129 members 
Entering Unmasked Estep 
Score: -10310756.000000 Penalty: 3697.458984
	Iteration 16Q: 3 clusters Score -1.031076e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39791 members 
Mstep: Class 2 contains 47482 members 
Entering Unmasked Estep 
Score: -10312531.000000 Penalty: 3697.458984
	Iteration 17Q: 3 clusters Score -1.031253e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39563 members 
Mstep: Class 2 contains 47710 members 
Entering Unmasked Estep 
Score: -10314390.000000 Penalty: 3697.458984
	Iteration 18Q: 3 clusters Score -1.031439e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 47833 members 
Entering Unmasked Estep 
Score: -10316095.000000 Penalty: 3697.458984
	Iteration 19Q: 3 clusters Score -1.03161e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39233 members 
Mstep: Class 2 contains 48040 members 
Entering Unmasked Estep 
Score: -10317419.000000 Penalty: 3697.458984
	Iteration 20F: 3 clusters Score -1.031742e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 48369 members 
Entering Unmasked Estep 
Score: -10318111.000000 Penalty: 3697.458984
	Iteration 21Q: 3 clusters Score -1.031811e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38475 members 
Mstep: Class 2 contains 48798 members 
Entering Unmasked Estep 
Score: -10318569.000000 Penalty: 3697.458984
	Iteration 22Q: 3 clusters Score -1.031857e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37968 members 
Mstep: Class 2 contains 49305 members 
Entering Unmasked Estep 
Score: -10318813.000000 Penalty: 3697.458984
	Iteration 23Q: 3 clusters Score -1.031881e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37457 members 
Mstep: Class 2 contains 49816 members 
Entering Unmasked Estep 
Score: -10318877.000000 Penalty: 3697.458984
	Iteration 24Q: 3 clusters Score -1.031888e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36946 members 
Mstep: Class 2 contains 50327 members 
Entering Unmasked Estep 
Score: -10318916.000000 Penalty: 3697.458984
	Iteration 25Q: 3 clusters Score -1.031892e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36493 members 
Mstep: Class 2 contains 50780 members 
Entering Unmasked Estep 
Score: -10318929.000000 Penalty: 3697.458984
	Iteration 26Q: 3 clusters Score -1.031893e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36029 members 
Mstep: Class 2 contains 51244 members 
Entering Unmasked Estep 
Score: -10318910.000000 Penalty: 3697.458984
	Iteration 27Q: 3 clusters Score -1.031891e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35578 members 
Mstep: Class 2 contains 51695 members 
Entering Unmasked Estep 
Score: -10318917.000000 Penalty: 3697.458984
	Iteration 28Q: 3 clusters Score -1.031892e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35164 members 
Mstep: Class 2 contains 52109 members 
Entering Unmasked Estep 
Score: -10318901.000000 Penalty: 3697.458984
	Iteration 29Q: 3 clusters Score -1.03189e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34771 members 
Mstep: Class 2 contains 52502 members 
Entering Unmasked Estep 
Score: -10318859.000000 Penalty: 3697.458984
	Iteration 30Q: 3 clusters Score -1.031886e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34361 members 
Mstep: Class 2 contains 52912 members 
Entering Unmasked Estep 
Score: -10318842.000000 Penalty: 3697.458984
	Iteration 31Q: 3 clusters Score -1.031884e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33956 members 
Mstep: Class 2 contains 53317 members 
Entering Unmasked Estep 
Score: -10318803.000000 Penalty: 3697.458984
	Iteration 32Q: 3 clusters Score -1.03188e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33449 members 
Mstep: Class 2 contains 53824 members 
Entering Unmasked Estep 
Score: -10318805.000000 Penalty: 3697.458984
	Iteration 33Q: 3 clusters Score -1.03188e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32955 members 
Mstep: Class 2 contains 54318 members 
Entering Unmasked Estep 
Score: -10318849.000000 Penalty: 3697.458984
	Iteration 34Q: 3 clusters Score -1.031885e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32475 members 
Mstep: Class 2 contains 54798 members 
Entering Unmasked Estep 
Score: -10318834.000000 Penalty: 3697.458984
	Iteration 35Q: 3 clusters Score -1.031883e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31970 members 
Mstep: Class 2 contains 55303 members 
Entering Unmasked Estep 
Score: -10318848.000000 Penalty: 3697.458984
	Iteration 36Q: 3 clusters Score -1.031885e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31546 members 
Mstep: Class 2 contains 55727 members 
Entering Unmasked Estep 
Score: -10318856.000000 Penalty: 3697.458984
	Iteration 37Q: 3 clusters Score -1.031886e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31133 members 
Mstep: Class 2 contains 56140 members 
Entering Unmasked Estep 
Score: -10318835.000000 Penalty: 3697.458984
	Iteration 38Q: 3 clusters Score -1.031884e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30705 members 
Mstep: Class 2 contains 56568 members 
Entering Unmasked Estep 
Score: -10318854.000000 Penalty: 3697.458984
	Iteration 39Q: 3 clusters Score -1.031885e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30359 members 
Mstep: Class 2 contains 56914 members 
Entering Unmasked Estep 
Score: -10318826.000000 Penalty: 3697.458984
	Iteration 40F: 3 clusters Score -1.031883e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 57261 members 
Entering Unmasked Estep 
Score: -10318817.000000 Penalty: 3697.458984
	Iteration 41Q: 3 clusters Score -1.031882e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 57603 members 
Entering Unmasked Estep 
Score: -10318815.000000 Penalty: 3697.458984
	Iteration 42Q: 3 clusters Score -1.031882e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29346 members 
Mstep: Class 2 contains 57927 members 
Entering Unmasked Estep 
Score: -10318790.000000 Penalty: 3697.458984
	Iteration 43Q: 3 clusters Score -1.031879e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29042 members 
Mstep: Class 2 contains 58231 members 
Entering Unmasked Estep 
Score: -10318824.000000 Penalty: 3697.458984
	Iteration 44Q: 3 clusters Score -1.031882e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Mstep: Class 2 contains 58556 members 
Entering Unmasked Estep 
Score: -10318784.000000 Penalty: 3697.458984
	Iteration 45Q: 3 clusters Score -1.031878e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 58824 members 
Entering Unmasked Estep 
Score: -10318768.000000 Penalty: 3697.458984
	Iteration 46Q: 3 clusters Score -1.031877e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 59130 members 
Entering Unmasked Estep 
Score: -10318761.000000 Penalty: 3697.458984
	Iteration 47Q: 3 clusters Score -1.031876e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27824 members 
Mstep: Class 2 contains 59449 members 
Entering Unmasked Estep 
Score: -10318773.000000 Penalty: 3697.458984
	Iteration 48Q: 3 clusters Score -1.031877e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 59788 members 
Entering Unmasked Estep 
Score: -10318780.000000 Penalty: 3697.458984
	Iteration 49Q: 3 clusters Score -1.031878e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 60088 members 
Entering Unmasked Estep 
Score: -10318783.000000 Penalty: 3697.458984
	Iteration 50Q: 3 clusters Score -1.031878e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 60355 members 
Entering Unmasked Estep 
Score: -10318759.000000 Penalty: 3697.458984
	Iteration 51Q: 3 clusters Score -1.031876e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 60564 members 
Entering Unmasked Estep 
Score: -10318779.000000 Penalty: 3697.458984
	Iteration 52Q: 3 clusters Score -1.031878e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 60763 members 
Entering Unmasked Estep 
Score: -10318767.000000 Penalty: 3697.458984
	Iteration 53Q: 3 clusters Score -1.031877e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 60907 members 
Entering Unmasked Estep 
Score: -10318775.000000 Penalty: 3697.458984
	Iteration 54Q: 3 clusters Score -1.031878e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 61023 members 
Entering Unmasked Estep 
Score: -10318759.000000 Penalty: 3697.458984
	Iteration 55Q: 3 clusters Score -1.031876e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 61125 members 
Entering Unmasked Estep 
Score: -10318781.000000 Penalty: 3697.458984
	Iteration 56Q: 3 clusters Score -1.031878e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 61231 members 
Entering Unmasked Estep 
Score: -10318762.000000 Penalty: 3697.458984
	Iteration 57Q: 3 clusters Score -1.031876e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 61326 members 
Entering Unmasked Estep 
Score: -10318763.000000 Penalty: 3697.458984
	Iteration 58Q: 3 clusters Score -1.031876e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 61414 members 
Entering Unmasked Estep 
Score: -10318741.000000 Penalty: 3697.458984
	Iteration 59Q: 3 clusters Score -1.031874e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 61512 members 
Entering Unmasked Estep 
Score: -10318725.000000 Penalty: 3697.458984
	Iteration 60F: 3 clusters Score -1.031872e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 61597 members 
Entering Unmasked Estep 
Score: -10318727.000000 Penalty: 3697.458984
	Iteration 61Q: 3 clusters Score -1.031873e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 61681 members 
Entering Unmasked Estep 
Score: -10318719.000000 Penalty: 3697.458984
	Iteration 62Q: 3 clusters Score -1.031872e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 61738 members 
Entering Unmasked Estep 
Score: -10318723.000000 Penalty: 3697.458984
	Iteration 63Q: 3 clusters Score -1.031872e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 61876 members 
Entering Unmasked Estep 
Score: -10318711.000000 Penalty: 3697.458984
	Iteration 64Q: 3 clusters Score -1.031871e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 61954 members 
Entering Unmasked Estep 
Score: -10318704.000000 Penalty: 3697.458984
	Iteration 65Q: 3 clusters Score -1.03187e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 62023 members 
Entering Unmasked Estep 
Score: -10318686.000000 Penalty: 3697.458984
	Iteration 66Q: 3 clusters Score -1.031869e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 62093 members 
Entering Unmasked Estep 
Score: -10318701.000000 Penalty: 3697.458984
	Iteration 67Q: 3 clusters Score -1.03187e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 62185 members 
Entering Unmasked Estep 
Score: -10318675.000000 Penalty: 3697.458984
	Iteration 68Q: 3 clusters Score -1.031868e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 62294 members 
Entering Unmasked Estep 
Score: -10318683.000000 Penalty: 3697.458984
	Iteration 69Q: 3 clusters Score -1.031868e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 62381 members 
Entering Unmasked Estep 
Score: -10318677.000000 Penalty: 3697.458984
	Iteration 70Q: 3 clusters Score -1.031868e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 62468 members 
Entering Unmasked Estep 
Score: -10318661.000000 Penalty: 3697.458984
	Iteration 71Q: 3 clusters Score -1.031866e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 62543 members 
Entering Unmasked Estep 
Score: -10318671.000000 Penalty: 3697.458984
	Iteration 72Q: 3 clusters Score -1.031867e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 62606 members 
Entering Unmasked Estep 
Score: -10318654.000000 Penalty: 3697.458984
	Iteration 73Q: 3 clusters Score -1.031865e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 62634 members 
Entering Unmasked Estep 
Score: -10318657.000000 Penalty: 3697.458984
	Iteration 74Q: 3 clusters Score -1.031866e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 62680 members 
Entering Unmasked Estep 
Score: -10318680.000000 Penalty: 3697.458984
	Iteration 75Q: 3 clusters Score -1.031868e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 62743 members 
Entering Unmasked Estep 
Score: -10318677.000000 Penalty: 3697.458984
	Iteration 76Q: 3 clusters Score -1.031868e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 62776 members 
Entering Unmasked Estep 
Score: -10318659.000000 Penalty: 3697.458984
	Iteration 77Q: 3 clusters Score -1.031866e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 62832 members 
Entering Unmasked Estep 
Score: -10318661.000000 Penalty: 3697.458984
	Iteration 78Q: 3 clusters Score -1.031866e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 62884 members 
Entering Unmasked Estep 
Score: -10318658.000000 Penalty: 3697.458984
	Iteration 79Q: 3 clusters Score -1.031866e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 62924 members 
Entering Unmasked Estep 
Score: -10318643.000000 Penalty: 3697.458984
	Iteration 80F: 3 clusters Score -1.031864e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 62943 members 
Entering Unmasked Estep 
Score: -10318635.000000 Penalty: 3697.458984
	Iteration 81Q: 3 clusters Score -1.031864e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 62994 members 
Entering Unmasked Estep 
Score: -10318652.000000 Penalty: 3697.458984
	Iteration 82Q: 3 clusters Score -1.031865e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 63032 members 
Entering Unmasked Estep 
Score: -10318635.000000 Penalty: 3697.458984
	Iteration 83Q: 3 clusters Score -1.031864e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 63077 members 
Entering Unmasked Estep 
Score: -10318642.000000 Penalty: 3697.458984
	Iteration 84Q: 3 clusters Score -1.031864e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 63115 members 
Entering Unmasked Estep 
Score: -10318634.000000 Penalty: 3697.458984
	Iteration 85Q: 3 clusters Score -1.031863e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 63128 members 
Entering Unmasked Estep 
Score: -10318635.000000 Penalty: 3697.458984
	Iteration 86Q: 3 clusters Score -1.031864e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 63144 members 
Entering Unmasked Estep 
Score: -10318644.000000 Penalty: 3697.458984
	Iteration 87Q: 3 clusters Score -1.031864e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 63157 members 
Entering Unmasked Estep 
Score: -10318655.000000 Penalty: 3697.458984
	Iteration 88Q: 3 clusters Score -1.031866e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 63175 members 
Entering Unmasked Estep 
Score: -10318655.000000 Penalty: 3697.458984
	Iteration 89Q: 3 clusters Score -1.031866e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 63190 members 
Entering Unmasked Estep 
Score: -10318648.000000 Penalty: 3697.458984
	Iteration 90Q: 3 clusters Score -1.031865e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 63213 members 
Entering Unmasked Estep 
Score: -10318643.000000 Penalty: 3697.458984
	Iteration 91Q: 3 clusters Score -1.031864e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 63230 members 
Entering Unmasked Estep 
Score: -10318634.000000 Penalty: 3697.458984
	Iteration 92Q: 3 clusters Score -1.031863e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 63242 members 
Entering Unmasked Estep 
Score: -10318643.000000 Penalty: 3697.458984
	Iteration 93Q: 3 clusters Score -1.031864e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 63255 members 
Entering Unmasked Estep 
Score: -10318649.000000 Penalty: 3697.458984
	Iteration 94Q: 3 clusters Score -1.031865e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 63274 members 
Entering Unmasked Estep 
Score: -10318654.000000 Penalty: 3697.458984
	Iteration 95Q: 3 clusters Score -1.031865e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 63291 members 
Entering Unmasked Estep 
Score: -10318660.000000 Penalty: 3697.458984
	Iteration 96Q: 3 clusters Score -1.031866e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 63307 members 
Entering Unmasked Estep 
Score: -10318647.000000 Penalty: 3697.458984
	Iteration 97Q: 3 clusters Score -1.031865e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 63340 members 
Entering Unmasked Estep 
Score: -10318635.000000 Penalty: 3697.458984
	Iteration 98Q: 3 clusters Score -1.031864e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 63358 members 
Entering Unmasked Estep 
Score: -10318634.000000 Penalty: 3697.458984
	Iteration 99Q: 3 clusters Score -1.031863e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 63398 members 
Entering Unmasked Estep 
Score: -10318646.000000 Penalty: 3697.458984
	Iteration 100F: 3 clusters Score -1.031865e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 63435 members 
Entering Unmasked Estep 
Score: -10318660.000000 Penalty: 3697.458984
	Iteration 101Q: 3 clusters Score -1.031866e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 63483 members 
Entering Unmasked Estep 
Score: -10318640.000000 Penalty: 3697.458984
	Iteration 102Q: 3 clusters Score -1.031864e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 63527 members 
Entering Unmasked Estep 
Score: -10318631.000000 Penalty: 3697.458984
	Iteration 103Q: 3 clusters Score -1.031863e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 63536 members 
Entering Unmasked Estep 
Score: -10318642.000000 Penalty: 3697.458984
	Iteration 104Q: 3 clusters Score -1.031864e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 63553 members 
Entering Unmasked Estep 
Score: -10318631.000000 Penalty: 3697.458984
	Iteration 105Q: 3 clusters Score -1.031863e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 63574 members 
Entering Unmasked Estep 
Score: -10318627.000000 Penalty: 3697.458984
	Iteration 106Q: 3 clusters Score -1.031863e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 63601 members 
Entering Unmasked Estep 
Score: -10318634.000000 Penalty: 3697.458984
	Iteration 107Q: 3 clusters Score -1.031863e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 63665 members 
Entering Unmasked Estep 
Score: -10318634.000000 Penalty: 3697.458984
	Iteration 108Q: 3 clusters Score -1.031863e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 63735 members 
Entering Unmasked Estep 
Score: -10318626.000000 Penalty: 3697.458984
	Iteration 109Q: 3 clusters Score -1.031863e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 63797 members 
Entering Unmasked Estep 
Score: -10318620.000000 Penalty: 3697.458984
	Iteration 110Q: 3 clusters Score -1.031862e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 63859 members 
Entering Unmasked Estep 
Score: -10318628.000000 Penalty: 3697.458984
	Iteration 111Q: 3 clusters Score -1.031863e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 63905 members 
Entering Unmasked Estep 
Score: -10318628.000000 Penalty: 3697.458984
	Iteration 112Q: 3 clusters Score -1.031863e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 63936 members 
Entering Unmasked Estep 
Score: -10318637.000000 Penalty: 3697.458984
	Iteration 113Q: 3 clusters Score -1.031864e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 63962 members 
Entering Unmasked Estep 
Score: -10318633.000000 Penalty: 3697.458984
	Iteration 114Q: 3 clusters Score -1.031863e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 63973 members 
Entering Unmasked Estep 
Score: -10318615.000000 Penalty: 3697.458984
	Iteration 115Q: 3 clusters Score -1.031862e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 63999 members 
Entering Unmasked Estep 
Score: -10318628.000000 Penalty: 3697.458984
	Iteration 116Q: 3 clusters Score -1.031863e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 64030 members 
Entering Unmasked Estep 
Score: -10318645.000000 Penalty: 3697.458984
	Iteration 117Q: 3 clusters Score -1.031864e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 64067 members 
Entering Unmasked Estep 
Score: -10318642.000000 Penalty: 3697.458984
	Iteration 118Q: 3 clusters Score -1.031864e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 64098 members 
Entering Unmasked Estep 
Score: -10318629.000000 Penalty: 3697.458984
	Iteration 119Q: 3 clusters Score -1.031863e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 64129 members 
Entering Unmasked Estep 
Score: -10318619.000000 Penalty: 3697.458984
	Iteration 120F: 3 clusters Score -1.031862e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 64176 members 
Entering Unmasked Estep 
Score: -10318630.000000 Penalty: 3697.458984
	Iteration 121Q: 3 clusters Score -1.031863e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 64223 members 
Entering Unmasked Estep 
Score: -10318641.000000 Penalty: 3697.458984
	Iteration 122Q: 3 clusters Score -1.031864e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 64271 members 
Entering Unmasked Estep 
Score: -10318644.000000 Penalty: 3697.458984
	Iteration 123Q: 3 clusters Score -1.031864e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 64297 members 
Entering Unmasked Estep 
Score: -10318632.000000 Penalty: 3697.458984
	Iteration 124Q: 3 clusters Score -1.031863e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 64338 members 
Entering Unmasked Estep 
Score: -10318610.000000 Penalty: 3697.458984
	Iteration 125Q: 3 clusters Score -1.031861e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 64371 members 
Entering Unmasked Estep 
Score: -10318609.000000 Penalty: 3697.458984
	Iteration 126Q: 3 clusters Score -1.031861e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 64384 members 
Entering Unmasked Estep 
Score: -10318607.000000 Penalty: 3697.458984
	Iteration 127Q: 3 clusters Score -1.031861e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 64406 members 
Entering Unmasked Estep 
Score: -10318603.000000 Penalty: 3697.458984
	Iteration 128Q: 3 clusters Score -1.03186e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 64443 members 
Entering Unmasked Estep 
Score: -10318593.000000 Penalty: 3697.458984
	Iteration 129Q: 3 clusters Score -1.031859e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 64470 members 
Entering Unmasked Estep 
Score: -10318593.000000 Penalty: 3697.458984
	Iteration 130Q: 3 clusters Score -1.031859e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 64532 members 
Entering Unmasked Estep 
Score: -10318585.000000 Penalty: 3697.458984
	Iteration 131Q: 3 clusters Score -1.031858e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 64581 members 
Entering Unmasked Estep 
Score: -10318587.000000 Penalty: 3697.458984
	Iteration 132Q: 3 clusters Score -1.031859e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 64615 members 
Entering Unmasked Estep 
Score: -10318576.000000 Penalty: 3697.458984
	Iteration 133Q: 3 clusters Score -1.031858e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 64644 members 
Entering Unmasked Estep 
Score: -10318573.000000 Penalty: 3697.458984
	Iteration 134Q: 3 clusters Score -1.031857e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 64679 members 
Entering Unmasked Estep 
Score: -10318575.000000 Penalty: 3697.458984
	Iteration 135Q: 3 clusters Score -1.031858e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 64707 members 
Entering Unmasked Estep 
Score: -10318567.000000 Penalty: 3697.458984
	Iteration 136Q: 3 clusters Score -1.031857e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 64725 members 
Entering Unmasked Estep 
Score: -10318562.000000 Penalty: 3697.458984
	Iteration 137Q: 3 clusters Score -1.031856e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 64767 members 
Entering Unmasked Estep 
Score: -10318571.000000 Penalty: 3697.458984
	Iteration 138Q: 3 clusters Score -1.031857e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 64812 members 
Entering Unmasked Estep 
Score: -10318573.000000 Penalty: 3697.458984
	Iteration 139Q: 3 clusters Score -1.031857e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 64828 members 
Entering Unmasked Estep 
Score: -10318576.000000 Penalty: 3697.458984
	Iteration 140F: 3 clusters Score -1.031858e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 64875 members 
Entering Unmasked Estep 
Score: -10318580.000000 Penalty: 3697.458984
	Iteration 141Q: 3 clusters Score -1.031858e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 64931 members 
Entering Unmasked Estep 
Score: -10318561.000000 Penalty: 3697.458984
	Iteration 142Q: 3 clusters Score -1.031856e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 64967 members 
Entering Unmasked Estep 
Score: -10318565.000000 Penalty: 3697.458984
	Iteration 143Q: 3 clusters Score -1.031856e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 64991 members 
Entering Unmasked Estep 
Score: -10318560.000000 Penalty: 3697.458984
	Iteration 144Q: 3 clusters Score -1.031856e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 65018 members 
Entering Unmasked Estep 
Score: -10318568.000000 Penalty: 3697.458984
	Iteration 145Q: 3 clusters Score -1.031857e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 65053 members 
Entering Unmasked Estep 
Score: -10318565.000000 Penalty: 3697.458984
	Iteration 146Q: 3 clusters Score -1.031856e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 65077 members 
Entering Unmasked Estep 
Score: -10318565.000000 Penalty: 3697.458984
	Iteration 147Q: 3 clusters Score -1.031856e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 65084 members 
Entering Unmasked Estep 
Score: -10318562.000000 Penalty: 3697.458984
	Iteration 148Q: 3 clusters Score -1.031856e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 65111 members 
Entering Unmasked Estep 
Score: -10318546.000000 Penalty: 3697.458984
	Iteration 149Q: 3 clusters Score -1.031855e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 65128 members 
Entering Unmasked Estep 
Score: -10318555.000000 Penalty: 3697.458984
	Iteration 150Q: 3 clusters Score -1.031856e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 65139 members 
Entering Unmasked Estep 
Score: -10318554.000000 Penalty: 3697.458984
	Iteration 151Q: 3 clusters Score -1.031855e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 65146 members 
Entering Unmasked Estep 
Score: -10318553.000000 Penalty: 3697.458984
	Iteration 152Q: 3 clusters Score -1.031855e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 65157 members 
Entering Unmasked Estep 
Score: -10318542.000000 Penalty: 3697.458984
	Iteration 153Q: 3 clusters Score -1.031854e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 65163 members 
Entering Unmasked Estep 
Score: -10318542.000000 Penalty: 3697.458984
	Iteration 154Q: 3 clusters Score -1.031854e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 65167 members 
Entering Unmasked Estep 
Score: -10318542.000000 Penalty: 3697.458984
	Iteration 155Q: 3 clusters Score -1.031854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 65168 members 
Entering Unmasked Estep 
Score: -10318548.000000 Penalty: 3697.458984
	Iteration 156Q: 3 clusters Score -1.031855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 65170 members 
Entering Unmasked Estep 
Score: -10318559.000000 Penalty: 3697.458984
	Iteration 157Q: 3 clusters Score -1.031856e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 65170 members 
Entering Unmasked Estep 
Score: -10318559.000000 Penalty: 3697.458984
	Iteration 158F: 3 clusters Score -1.031856e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Entering Unmasked Estep 
Score: -597478.687500 Penalty: 1411.105225
	Iteration 0F: 2 clusters Score -597478.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -592975.312500 Penalty: 2822.210449
	Iteration 0F: 3 clusters Score -592975.3 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -594422.062500 Penalty: 2822.210449
	Iteration 1F: 3 clusters Score -594422.1 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -594858.312500 Penalty: 2822.210449
	Iteration 2F: 3 clusters Score -594858.3 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -595230.250000 Penalty: 2822.210449
	Iteration 3F: 3 clusters Score -595230.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -595515.062500 Penalty: 2822.210449
	Iteration 4F: 3 clusters Score -595515.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -595717.875000 Penalty: 2822.210449
	Iteration 5F: 3 clusters Score -595717.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -595882.500000 Penalty: 2822.210449
	Iteration 6Q: 3 clusters Score -595882.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -596010.437500 Penalty: 2822.210449
	Iteration 7Q: 3 clusters Score -596010.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -596116.437500 Penalty: 2822.210449
	Iteration 8Q: 3 clusters Score -596116.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -596184.687500 Penalty: 2822.210449
	Iteration 9Q: 3 clusters Score -596184.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -596243.687500 Penalty: 2822.210449
	Iteration 10Q: 3 clusters Score -596243.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -596288.000000 Penalty: 2822.210449
	Iteration 11Q: 3 clusters Score -596288 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -596335.437500 Penalty: 2822.210449
	Iteration 12Q: 3 clusters Score -596335.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -596381.312500 Penalty: 2822.210449
	Iteration 13Q: 3 clusters Score -596381.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -596426.687500 Penalty: 2822.210449
	Iteration 14Q: 3 clusters Score -596426.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -596469.437500 Penalty: 2822.210449
	Iteration 15Q: 3 clusters Score -596469.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -596498.625000 Penalty: 2822.210449
	Iteration 16Q: 3 clusters Score -596498.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -596533.187500 Penalty: 2822.210449
	Iteration 17Q: 3 clusters Score -596533.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -596570.687500 Penalty: 2822.210449
	Iteration 18Q: 3 clusters Score -596570.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -596609.312500 Penalty: 2822.210449
	Iteration 19Q: 3 clusters Score -596609.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -596650.875000 Penalty: 2822.210449
	Iteration 20F: 3 clusters Score -596650.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -596687.312500 Penalty: 2822.210449
	Iteration 21Q: 3 clusters Score -596687.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -596721.437500 Penalty: 2822.210449
	Iteration 22Q: 3 clusters Score -596721.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -596750.312500 Penalty: 2822.210449
	Iteration 23Q: 3 clusters Score -596750.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -596773.625000 Penalty: 2822.210449
	Iteration 24Q: 3 clusters Score -596773.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -596804.500000 Penalty: 2822.210449
	Iteration 25Q: 3 clusters Score -596804.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -596835.375000 Penalty: 2822.210449
	Iteration 26Q: 3 clusters Score -596835.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -596869.812500 Penalty: 2822.210449
	Iteration 27Q: 3 clusters Score -596869.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -596899.375000 Penalty: 2822.210449
	Iteration 28Q: 3 clusters Score -596899.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -596924.812500 Penalty: 2822.210449
	Iteration 29Q: 3 clusters Score -596924.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -596944.062500 Penalty: 2822.210449
	Iteration 30Q: 3 clusters Score -596944.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -596959.500000 Penalty: 2822.210449
	Iteration 31Q: 3 clusters Score -596959.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -596978.937500 Penalty: 2822.210449
	Iteration 32Q: 3 clusters Score -596978.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -596990.000000 Penalty: 2822.210449
	Iteration 33Q: 3 clusters Score -596990 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -596996.500000 Penalty: 2822.210449
	Iteration 34Q: 3 clusters Score -596996.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -597001.312500 Penalty: 2822.210449
	Iteration 35Q: 3 clusters Score -597001.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -597007.875000 Penalty: 2822.210449
	Iteration 36Q: 3 clusters Score -597007.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -597012.250000 Penalty: 2822.210449
	Iteration 37Q: 3 clusters Score -597012.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -597014.687500 Penalty: 2822.210449
	Iteration 38Q: 3 clusters Score -597014.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -597018.187500 Penalty: 2822.210449
	Iteration 39Q: 3 clusters Score -597018.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -597021.000000 Penalty: 2822.210449
	Iteration 40F: 3 clusters Score -597021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -597027.500000 Penalty: 2822.210449
	Iteration 41Q: 3 clusters Score -597027.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -597033.250000 Penalty: 2822.210449
	Iteration 42Q: 3 clusters Score -597033.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -597034.812500 Penalty: 2822.210449
	Iteration 43Q: 3 clusters Score -597034.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -597036.062500 Penalty: 2822.210449
	Iteration 44Q: 3 clusters Score -597036.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -597037.312500 Penalty: 2822.210449
	Iteration 45Q: 3 clusters Score -597037.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -597037.937500 Penalty: 2822.210449
	Iteration 46Q: 3 clusters Score -597037.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -597041.125000 Penalty: 2822.210449
	Iteration 47Q: 3 clusters Score -597041.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -597042.437500 Penalty: 2822.210449
	Iteration 48Q: 3 clusters Score -597042.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -597043.375000 Penalty: 2822.210449
	Iteration 49Q: 3 clusters Score -597043.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -597045.062500 Penalty: 2822.210449
	Iteration 50Q: 3 clusters Score -597045.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -597045.687500 Penalty: 2822.210449
	Iteration 51Q: 3 clusters Score -597045.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -597045.625000 Penalty: 2822.210449
	Iteration 52Q: 3 clusters Score -597045.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -597046.812500 Penalty: 2822.210449
	Iteration 53Q: 3 clusters Score -597046.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -597046.437500 Penalty: 2822.210449
	Iteration 54Q: 3 clusters Score -597046.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -597046.437500 Penalty: 2822.210449
	Iteration 55F: 3 clusters Score -597046.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Entering Unmasked Estep 
Score: -1146810.250000 Penalty: 1487.831055
	Iteration 0F: 2 clusters Score -1146810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1139923.125000 Penalty: 2975.662109
	Iteration 0F: 3 clusters Score -1139923 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1142055.125000 Penalty: 2975.662109
	Iteration 1F: 3 clusters Score -1142055 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1142229.875000 Penalty: 2975.662109
	Iteration 2F: 3 clusters Score -1142230 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1142373.125000 Penalty: 2975.662109
	Iteration 3Q: 3 clusters Score -1142373 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1142477.750000 Penalty: 2975.662109
	Iteration 4Q: 3 clusters Score -1142478 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1142573.500000 Penalty: 2975.662109
	Iteration 5Q: 3 clusters Score -1142574 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1142665.500000 Penalty: 2975.662109
	Iteration 6Q: 3 clusters Score -1142666 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1142764.375000 Penalty: 2975.662109
	Iteration 7Q: 3 clusters Score -1142764 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1142885.500000 Penalty: 2975.662109
	Iteration 8Q: 3 clusters Score -1142886 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1143033.125000 Penalty: 2975.662109
	Iteration 9Q: 3 clusters Score -1143033 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1143225.750000 Penalty: 2975.662109
	Iteration 10Q: 3 clusters Score -1143226 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1143441.375000 Penalty: 2975.662109
	Iteration 11Q: 3 clusters Score -1143441 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1143719.250000 Penalty: 2975.662109
	Iteration 12Q: 3 clusters Score -1143719 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1144068.375000 Penalty: 2975.662109
	Iteration 13F: 3 clusters Score -1144068 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1144439.125000 Penalty: 2975.662109
	Iteration 14Q: 3 clusters Score -1144439 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1144788.500000 Penalty: 2975.662109
	Iteration 15Q: 3 clusters Score -1144788 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1145051.125000 Penalty: 2975.662109
	Iteration 16Q: 3 clusters Score -1145051 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1145224.125000 Penalty: 2975.662109
	Iteration 17Q: 3 clusters Score -1145224 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1145331.250000 Penalty: 2975.662109
	Iteration 18Q: 3 clusters Score -1145331 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1145379.750000 Penalty: 2975.662109
	Iteration 19Q: 3 clusters Score -1145380 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1145418.250000 Penalty: 2975.662109
	Iteration 20F: 3 clusters Score -1145418 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1145440.875000 Penalty: 2975.662109
	Iteration 21Q: 3 clusters Score -1145441 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1145462.125000 Penalty: 2975.662109
	Iteration 22Q: 3 clusters Score -1145462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1145476.250000 Penalty: 2975.662109
	Iteration 23Q: 3 clusters Score -1145476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1145486.000000 Penalty: 2975.662109
	Iteration 24Q: 3 clusters Score -1145486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1145494.500000 Penalty: 2975.662109
	Iteration 25Q: 3 clusters Score -1145494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1145498.625000 Penalty: 2975.662109
	Iteration 26Q: 3 clusters Score -1145499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1145504.000000 Penalty: 2975.662109
	Iteration 27Q: 3 clusters Score -1145504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -1145511.250000 Penalty: 2975.662109
	Iteration 28Q: 3 clusters Score -1145511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -1145521.250000 Penalty: 2975.662109
	Iteration 29Q: 3 clusters Score -1145521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -1145524.750000 Penalty: 2975.662109
	Iteration 30Q: 3 clusters Score -1145525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -1145526.125000 Penalty: 2975.662109
	Iteration 31Q: 3 clusters Score -1145526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -1145527.625000 Penalty: 2975.662109
	Iteration 32Q: 3 clusters Score -1145528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -1145527.625000 Penalty: 2975.662109
	Iteration 33F: 3 clusters Score -1145528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (70070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70070 members 
Entering Unmasked Estep 
Score: -8194614.000000 Penalty: 1813.053223
	Iteration 0F: 2 clusters Score -8194614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35006 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -8147889.000000 Penalty: 3626.106445
	Iteration 0F: 3 clusters Score -8147889 nChanged 33230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34454 members 
Mstep: Class 2 contains 35616 members 
Entering Unmasked Estep 
Score: -8166664.500000 Penalty: 3626.106445
	Iteration 1F: 3 clusters Score -8166664 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 35818 members 
Entering Unmasked Estep 
Score: -8167152.500000 Penalty: 3626.106445
	Iteration 2Q: 3 clusters Score -8167152 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33932 members 
Mstep: Class 2 contains 36138 members 
Entering Unmasked Estep 
Score: -8167571.500000 Penalty: 3626.106445
	Iteration 3Q: 3 clusters Score -8167572 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 36649 members 
Entering Unmasked Estep 
Score: -8168137.500000 Penalty: 3626.106445
	Iteration 4Q: 3 clusters Score -8168138 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32620 members 
Mstep: Class 2 contains 37450 members 
Entering Unmasked Estep 
Score: -8168827.000000 Penalty: 3626.106445
	Iteration 5Q: 3 clusters Score -8168827 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31589 members 
Mstep: Class 2 contains 38481 members 
Entering Unmasked Estep 
Score: -8169886.000000 Penalty: 3626.106445
	Iteration 6Q: 3 clusters Score -8169886 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 39935 members 
Entering Unmasked Estep 
Score: -8171592.500000 Penalty: 3626.106445
	Iteration 7Q: 3 clusters Score -8171592 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28394 members 
Mstep: Class 2 contains 41676 members 
Entering Unmasked Estep 
Score: -8174587.000000 Penalty: 3626.106445
	Iteration 8F: 3 clusters Score -8174587 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 43503 members 
Entering Unmasked Estep 
Score: -8178868.500000 Penalty: 3626.106445
	Iteration 9F: 3 clusters Score -8178868 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 44853 members 
Entering Unmasked Estep 
Score: -8183250.500000 Penalty: 3626.106445
	Iteration 10F: 3 clusters Score -8183250 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 45766 members 
Entering Unmasked Estep 
Score: -8185992.500000 Penalty: 3626.106445
	Iteration 11F: 3 clusters Score -8185992 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 46453 members 
Entering Unmasked Estep 
Score: -8187664.000000 Penalty: 3626.106445
	Iteration 12Q: 3 clusters Score -8187664 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 46998 members 
Entering Unmasked Estep 
Score: -8189177.000000 Penalty: 3626.106445
	Iteration 13Q: 3 clusters Score -8189177 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 47444 members 
Entering Unmasked Estep 
Score: -8190328.000000 Penalty: 3626.106445
	Iteration 14Q: 3 clusters Score -8190328 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 47724 members 
Entering Unmasked Estep 
Score: -8191196.000000 Penalty: 3626.106445
	Iteration 15Q: 3 clusters Score -8191196 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 47942 members 
Entering Unmasked Estep 
Score: -8191733.500000 Penalty: 3626.106445
	Iteration 16Q: 3 clusters Score -8191734 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 48158 members 
Entering Unmasked Estep 
Score: -8192082.500000 Penalty: 3626.106445
	Iteration 17Q: 3 clusters Score -8192082 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 48323 members 
Entering Unmasked Estep 
Score: -8192233.000000 Penalty: 3626.106445
	Iteration 18Q: 3 clusters Score -8192233 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 48472 members 
Entering Unmasked Estep 
Score: -8192325.000000 Penalty: 3626.106445
	Iteration 19Q: 3 clusters Score -8192325 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 48599 members 
Entering Unmasked Estep 
Score: -8192383.500000 Penalty: 3626.106445
	Iteration 20F: 3 clusters Score -8192384 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 48724 members 
Entering Unmasked Estep 
Score: -8192412.000000 Penalty: 3626.106445
	Iteration 21Q: 3 clusters Score -8192412 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 48855 members 
Entering Unmasked Estep 
Score: -8192416.000000 Penalty: 3626.106445
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Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 48974 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 49080 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8192368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 53445 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8192366 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 53468 members 
Entering Unmasked Estep 
Score: -8192373.000000 Penalty: 3626.106445
	Iteration 115Q: 3 clusters Score -8192373 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 53487 members 
Entering Unmasked Estep 
Score: -8192370.000000 Penalty: 3626.106445
	Iteration 116Q: 3 clusters Score -8192370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 53505 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8192376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 53519 members 
Entering Unmasked Estep 
Score: -8192382.000000 Penalty: 3626.106445
	Iteration 118Q: 3 clusters Score -8192382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 53536 members 
Entering Unmasked Estep 
Score: -8192387.000000 Penalty: 3626.106445
	Iteration 119Q: 3 clusters Score -8192387 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 53549 members 
Entering Unmasked Estep 
Score: -8192382.000000 Penalty: 3626.106445
	Iteration 120F: 3 clusters Score -8192382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 53561 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8192374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 53577 members 
Entering Unmasked Estep 
Score: -8192365.000000 Penalty: 3626.106445
	Iteration 122Q: 3 clusters Score -8192365 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 53589 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8192370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 53598 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -8192354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 53610 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -8192358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 53623 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -8192358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 53644 members 
Entering Unmasked Estep 
Score: -8192356.500000 Penalty: 3626.106445
	Iteration 127Q: 3 clusters Score -8192356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 53660 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -8192356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 53677 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8192346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 53692 members 
Entering Unmasked Estep 
Score: -8192348.500000 Penalty: 3626.106445
	Iteration 130Q: 3 clusters Score -8192348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 53708 members 
Entering Unmasked Estep 
Score: -8192343.000000 Penalty: 3626.106445
	Iteration 131Q: 3 clusters Score -8192343 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 53722 members 
Entering Unmasked Estep 
Score: -8192336.000000 Penalty: 3626.106445
	Iteration 132Q: 3 clusters Score -8192336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 53738 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -8192334 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 53760 members 
Entering Unmasked Estep 
Score: -8192337.000000 Penalty: 3626.106445
	Iteration 134Q: 3 clusters Score -8192337 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 53785 members 
Entering Unmasked Estep 
Score: -8192335.000000 Penalty: 3626.106445
	Iteration 135Q: 3 clusters Score -8192335 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 53807 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8192344 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 53825 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -8192352 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 53843 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -8192345 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 53859 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -8192336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 53875 members 
Entering Unmasked Estep 
Score: -8192340.000000 Penalty: 3626.106445
	Iteration 140F: 3 clusters Score -8192340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 53892 members 
Entering Unmasked Estep 
Score: -8192350.500000 Penalty: 3626.106445
	Iteration 141Q: 3 clusters Score -8192350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 53911 members 
Entering Unmasked Estep 
Score: -8192346.500000 Penalty: 3626.106445
	Iteration 142Q: 3 clusters Score -8192346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 53926 members 
Entering Unmasked Estep 
Score: -8192354.000000 Penalty: 3626.106445
	Iteration 143Q: 3 clusters Score -8192354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 53940 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -8192345 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 53957 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -8192336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 53973 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -8192336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 53992 members 
Entering Unmasked Estep 
Score: -8192331.000000 Penalty: 3626.106445
	Iteration 147Q: 3 clusters Score -8192331 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 54023 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -8192336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 54037 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -8192336 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 54064 members 
Entering Unmasked Estep 
Score: -8192332.000000 Penalty: 3626.106445
	Iteration 150Q: 3 clusters Score -8192332 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 54098 members 
Entering Unmasked Estep 
Score: -8192320.000000 Penalty: 3626.106445
	Iteration 151Q: 3 clusters Score -8192320 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 54122 members 
Entering Unmasked Estep 
Score: -8192318.500000 Penalty: 3626.106445
	Iteration 152Q: 3 clusters Score -8192318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 54142 members 
Entering Unmasked Estep 
Score: -8192316.000000 Penalty: 3626.106445
	Iteration 153Q: 3 clusters Score -8192316 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 54173 members 
Entering Unmasked Estep 
Score: -8192321.500000 Penalty: 3626.106445
	Iteration 154Q: 3 clusters Score -8192322 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 54209 members 
Entering Unmasked Estep 
Score: -8192327.500000 Penalty: 3626.106445
	Iteration 155Q: 3 clusters Score -8192328 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 54249 members 
Entering Unmasked Estep 
Score: -8192323.500000 Penalty: 3626.106445
	Iteration 156Q: 3 clusters Score -8192324 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 54283 members 
Entering Unmasked Estep 
Score: -8192330.000000 Penalty: 3626.106445
	Iteration 157Q: 3 clusters Score -8192330 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 54326 members 
Entering Unmasked Estep 
Score: -8192345.500000 Penalty: 3626.106445
	Iteration 158Q: 3 clusters Score -8192346 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 54359 members 
Entering Unmasked Estep 
Score: -8192338.000000 Penalty: 3626.106445
	Iteration 159Q: 3 clusters Score -8192338 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 54394 members 
Entering Unmasked Estep 
Score: -8192334.500000 Penalty: 3626.106445
	Iteration 160F: 3 clusters Score -8192334 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 54442 members 
Entering Unmasked Estep 
Score: -8192333.500000 Penalty: 3626.106445
	Iteration 161Q: 3 clusters Score -8192334 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 54486 members 
Entering Unmasked Estep 
Score: -8192321.500000 Penalty: 3626.106445
	Iteration 162Q: 3 clusters Score -8192322 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 54546 members 
Entering Unmasked Estep 
Score: -8192322.500000 Penalty: 3626.106445
	Iteration 163Q: 3 clusters Score -8192322 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 54609 members 
Entering Unmasked Estep 
Score: -8192322.500000 Penalty: 3626.106445
	Iteration 164Q: 3 clusters Score -8192322 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 54663 members 
Entering Unmasked Estep 
Score: -8192307.500000 Penalty: 3626.106445
	Iteration 165Q: 3 clusters Score -8192308 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 54711 members 
Entering Unmasked Estep 
Score: -8192297.500000 Penalty: 3626.106445
	Iteration 166Q: 3 clusters Score -8192298 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 54758 members 
Entering Unmasked Estep 
Score: -8192313.500000 Penalty: 3626.106445
	Iteration 167Q: 3 clusters Score -8192314 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 54811 members 
Entering Unmasked Estep 
Score: -8192332.500000 Penalty: 3626.106445
	Iteration 168Q: 3 clusters Score -8192332 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 54861 members 
Entering Unmasked Estep 
Score: -8192327.000000 Penalty: 3626.106445
	Iteration 169Q: 3 clusters Score -8192327 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 54914 members 
Entering Unmasked Estep 
Score: -8192319.500000 Penalty: 3626.106445
	Iteration 170Q: 3 clusters Score -8192320 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 54965 members 
Entering Unmasked Estep 
Score: -8192315.500000 Penalty: 3626.106445
	Iteration 171Q: 3 clusters Score -8192316 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 55021 members 
Entering Unmasked Estep 
Score: -8192316.500000 Penalty: 3626.106445
	Iteration 172Q: 3 clusters Score -8192316 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 55072 members 
Entering Unmasked Estep 
Score: -8192321.500000 Penalty: 3626.106445
	Iteration 173Q: 3 clusters Score -8192322 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 55128 members 
Entering Unmasked Estep 
Score: -8192320.500000 Penalty: 3626.106445
	Iteration 174Q: 3 clusters Score -8192320 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 55182 members 
Entering Unmasked Estep 
Score: -8192322.500000 Penalty: 3626.106445
	Iteration 175Q: 3 clusters Score -8192322 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 55234 members 
Entering Unmasked Estep 
Score: -8192322.000000 Penalty: 3626.106445
	Iteration 176Q: 3 clusters Score -8192322 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 55275 members 
Entering Unmasked Estep 
Score: -8192330.000000 Penalty: 3626.106445
	Iteration 177Q: 3 clusters Score -8192330 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 55313 members 
Entering Unmasked Estep 
Score: -8192331.000000 Penalty: 3626.106445
	Iteration 178Q: 3 clusters Score -8192331 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 55355 members 
Entering Unmasked Estep 
Score: -8192323.000000 Penalty: 3626.106445
	Iteration 179Q: 3 clusters Score -8192323 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 55394 members 
Entering Unmasked Estep 
Score: -8192319.500000 Penalty: 3626.106445
	Iteration 180F: 3 clusters Score -8192320 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 55433 members 
Entering Unmasked Estep 
Score: -8192325.000000 Penalty: 3626.106445
	Iteration 181Q: 3 clusters Score -8192325 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 55480 members 
Entering Unmasked Estep 
Score: -8192334.500000 Penalty: 3626.106445
	Iteration 182Q: 3 clusters Score -8192334 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 55521 members 
Entering Unmasked Estep 
Score: -8192324.000000 Penalty: 3626.106445
	Iteration 183Q: 3 clusters Score -8192324 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 55563 members 
Entering Unmasked Estep 
Score: -8192329.000000 Penalty: 3626.106445
	Iteration 184Q: 3 clusters Score -8192329 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 55594 members 
Entering Unmasked Estep 
Score: -8192318.500000 Penalty: 3626.106445
	Iteration 185Q: 3 clusters Score -8192318 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 55626 members 
Entering Unmasked Estep 
Score: -8192314.000000 Penalty: 3626.106445
	Iteration 186Q: 3 clusters Score -8192314 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 55656 members 
Entering Unmasked Estep 
Score: -8192323.500000 Penalty: 3626.106445
	Iteration 187Q: 3 clusters Score -8192324 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 55682 members 
Entering Unmasked Estep 
Score: -8192323.500000 Penalty: 3626.106445
	Iteration 188Q: 3 clusters Score -8192324 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 55709 members 
Entering Unmasked Estep 
Score: -8192328.000000 Penalty: 3626.106445
	Iteration 189Q: 3 clusters Score -8192328 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 55741 members 
Entering Unmasked Estep 
Score: -8192323.500000 Penalty: 3626.106445
	Iteration 190Q: 3 clusters Score -8192324 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 55773 members 
Entering Unmasked Estep 
Score: -8192322.000000 Penalty: 3626.106445
	Iteration 191Q: 3 clusters Score -8192322 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 55800 members 
Entering Unmasked Estep 
Score: -8192319.500000 Penalty: 3626.106445
	Iteration 192Q: 3 clusters Score -8192320 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 55835 members 
Entering Unmasked Estep 
Score: -8192321.500000 Penalty: 3626.106445
	Iteration 193Q: 3 clusters Score -8192322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 55859 members 
Entering Unmasked Estep 
Score: -8192315.000000 Penalty: 3626.106445
	Iteration 194Q: 3 clusters Score -8192315 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 55891 members 
Entering Unmasked Estep 
Score: -8192315.000000 Penalty: 3626.106445
	Iteration 195Q: 3 clusters Score -8192315 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 55909 members 
Entering Unmasked Estep 
Score: -8192310.000000 Penalty: 3626.106445
	Iteration 196Q: 3 clusters Score -8192310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 55920 members 
Entering Unmasked Estep 
Score: -8192312.000000 Penalty: 3626.106445
	Iteration 197Q: 3 clusters Score -8192312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 55927 members 
Entering Unmasked Estep 
Score: -8192322.500000 Penalty: 3626.106445
	Iteration 198Q: 3 clusters Score -8192322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 55937 members 
Entering Unmasked Estep 
Score: -8192320.000000 Penalty: 3626.106445
	Iteration 199Q: 3 clusters Score -8192320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 55943 members 
Entering Unmasked Estep 
Score: -8192317.500000 Penalty: 3626.106445
	Iteration 200F: 3 clusters Score -8192318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Entering Unmasked Estep 
Score: -586680.375000 Penalty: 1385.177490
	Iteration 0F: 2 clusters Score -586680.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -582723.312500 Penalty: 2770.354980
	Iteration 0F: 3 clusters Score -582723.3 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -583768.750000 Penalty: 2770.354980
	Iteration 1F: 3 clusters Score -583768.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -583917.562500 Penalty: 2770.354980
	Iteration 2F: 3 clusters Score -583917.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -584012.375000 Penalty: 2770.354980
	Iteration 3Q: 3 clusters Score -584012.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -584090.000000 Penalty: 2770.354980
	Iteration 4Q: 3 clusters Score -584090 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -584167.500000 Penalty: 2770.354980
	Iteration 5Q: 3 clusters Score -584167.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -584237.687500 Penalty: 2770.354980
	Iteration 6Q: 3 clusters Score -584237.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -584306.062500 Penalty: 2770.354980
	Iteration 7Q: 3 clusters Score -584306.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -584382.187500 Penalty: 2770.354980
	Iteration 8Q: 3 clusters Score -584382.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -584465.437500 Penalty: 2770.354980
	Iteration 9Q: 3 clusters Score -584465.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -584554.562500 Penalty: 2770.354980
	Iteration 10Q: 3 clusters Score -584554.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -584659.000000 Penalty: 2770.354980
	Iteration 11Q: 3 clusters Score -584659 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -584766.062500 Penalty: 2770.354980
	Iteration 12Q: 3 clusters Score -584766.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -584873.750000 Penalty: 2770.354980
	Iteration 13Q: 3 clusters Score -584873.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -584981.062500 Penalty: 2770.354980
	Iteration 14Q: 3 clusters Score -584981.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -585075.187500 Penalty: 2770.354980
	Iteration 15Q: 3 clusters Score -585075.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -585168.750000 Penalty: 2770.354980
	Iteration 16Q: 3 clusters Score -585168.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -585234.125000 Penalty: 2770.354980
	Iteration 17Q: 3 clusters Score -585234.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -585286.312500 Penalty: 2770.354980
	Iteration 18Q: 3 clusters Score -585286.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -585330.562500 Penalty: 2770.354980
	Iteration 19Q: 3 clusters Score -585330.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -585372.375000 Penalty: 2770.354980
	Iteration 20F: 3 clusters Score -585372.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -585411.562500 Penalty: 2770.354980
	Iteration 21Q: 3 clusters Score -585411.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -585445.562500 Penalty: 2770.354980
	Iteration 22Q: 3 clusters Score -585445.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -585466.250000 Penalty: 2770.354980
	Iteration 23Q: 3 clusters Score -585466.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -585481.062500 Penalty: 2770.354980
	Iteration 24Q: 3 clusters Score -585481.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -585486.062500 Penalty: 2770.354980
	Iteration 25Q: 3 clusters Score -585486.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -585487.500000 Penalty: 2770.354980
	Iteration 26Q: 3 clusters Score -585487.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -585492.937500 Penalty: 2770.354980
	Iteration 27Q: 3 clusters Score -585492.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -585495.250000 Penalty: 2770.354980
	Iteration 28Q: 3 clusters Score -585495.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -585498.062500 Penalty: 2770.354980
	Iteration 29Q: 3 clusters Score -585498.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -585497.875000 Penalty: 2770.354980
	Iteration 30Q: 3 clusters Score -585497.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -585497.875000 Penalty: 2770.354980
	Iteration 31F: 3 clusters Score -585497.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (37669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Entering Unmasked Estep 
Score: -4412010.500000 Penalty: 1712.196289
	Iteration 0F: 2 clusters Score -4412010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -4386620.000000 Penalty: 3424.392578
	Iteration 0F: 3 clusters Score -4386620 nChanged 17573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -4396697.000000 Penalty: 3424.392578
	Iteration 1F: 3 clusters Score -4396697 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -4397687.000000 Penalty: 3424.392578
	Iteration 2Q: 3 clusters Score -4397687 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -4399195.500000 Penalty: 3424.392578
	Iteration 3F: 3 clusters Score -4399196 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -4401215.000000 Penalty: 3424.392578
	Iteration 4F: 3 clusters Score -4401215 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -4403663.000000 Penalty: 3424.392578
	Iteration 5F: 3 clusters Score -4403663 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -4406734.500000 Penalty: 3424.392578
	Iteration 6F: 3 clusters Score -4406734 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -4409434.000000 Penalty: 3424.392578
	Iteration 7F: 3 clusters Score -4409434 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -4410948.500000 Penalty: 3424.392578
	Iteration 8F: 3 clusters Score -4410948 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -4411678.000000 Penalty: 3424.392578
	Iteration 9Q: 3 clusters Score -4411678 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -4412026.500000 Penalty: 3424.392578
	Iteration 10Q: 3 clusters Score -4412026 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -4412218.000000 Penalty: 3424.392578
	Iteration 11Q: 3 clusters Score -4412218 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -4412294.500000 Penalty: 3424.392578
	Iteration 12Q: 3 clusters Score -4412294 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -4412370.000000 Penalty: 3424.392578
	Iteration 13Q: 3 clusters Score -4412370 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -4412420.000000 Penalty: 3424.392578
	Iteration 14Q: 3 clusters Score -4412420 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -4412445.000000 Penalty: 3424.392578
	Iteration 15Q: 3 clusters Score -4412445 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -4412484.000000 Penalty: 3424.392578
	Iteration 16Q: 3 clusters Score -4412484 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -4412495.000000 Penalty: 3424.392578
	Iteration 17Q: 3 clusters Score -4412495 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -4412504.500000 Penalty: 3424.392578
	Iteration 18Q: 3 clusters Score -4412504 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -4412503.000000 Penalty: 3424.392578
	Iteration 19Q: 3 clusters Score -4412503 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -4412495.500000 Penalty: 3424.392578
	Iteration 20F: 3 clusters Score -4412496 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -4412521.500000 Penalty: 3424.392578
	Iteration 21Q: 3 clusters Score -4412522 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28519 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -4412526.000000 Penalty: 3424.392578
	Iteration 22Q: 3 clusters Score -4412526 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -4412543.000000 Penalty: 3424.392578
	Iteration 23Q: 3 clusters Score -4412543 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28802 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -4412573.500000 Penalty: 3424.392578
	Iteration 24Q: 3 clusters Score -4412574 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28947 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -4412584.000000 Penalty: 3424.392578
	Iteration 25Q: 3 clusters Score -4412584 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -4412591.000000 Penalty: 3424.392578
	Iteration 26Q: 3 clusters Score -4412591 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -4412589.000000 Penalty: 3424.392578
	Iteration 27Q: 3 clusters Score -4412589 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -4412586.000000 Penalty: 3424.392578
	Iteration 28Q: 3 clusters Score -4412586 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -4412603.000000 Penalty: 3424.392578
	Iteration 29Q: 3 clusters Score -4412603 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29491 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -4412600.500000 Penalty: 3424.392578
	Iteration 30Q: 3 clusters Score -4412600 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29585 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -4412603.500000 Penalty: 3424.392578
	Iteration 31Q: 3 clusters Score -4412604 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29680 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -4412627.500000 Penalty: 3424.392578
	Iteration 32Q: 3 clusters Score -4412628 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29779 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -4412628.500000 Penalty: 3424.392578
	Iteration 33Q: 3 clusters Score -4412628 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -4412634.000000 Penalty: 3424.392578
	Iteration 34Q: 3 clusters Score -4412634 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -4412639.000000 Penalty: 3424.392578
	Iteration 35Q: 3 clusters Score -4412639 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29978 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -4412629.500000 Penalty: 3424.392578
	Iteration 36Q: 3 clusters Score -4412630 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -4412639.000000 Penalty: 3424.392578
	Iteration 37Q: 3 clusters Score -4412639 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30111 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -4412632.000000 Penalty: 3424.392578
	Iteration 38Q: 3 clusters Score -4412632 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30188 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -4412648.000000 Penalty: 3424.392578
	Iteration 39Q: 3 clusters Score -4412648 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30260 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -4412637.000000 Penalty: 3424.392578
	Iteration 40F: 3 clusters Score -4412637 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30322 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -4412651.000000 Penalty: 3424.392578
	Iteration 41Q: 3 clusters Score -4412651 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30386 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -4412642.500000 Penalty: 3424.392578
	Iteration 42Q: 3 clusters Score -4412642 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30439 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -4412650.500000 Penalty: 3424.392578
	Iteration 43Q: 3 clusters Score -4412650 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30490 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -4412649.500000 Penalty: 3424.392578
	Iteration 44Q: 3 clusters Score -4412650 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30542 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -4412664.500000 Penalty: 3424.392578
	Iteration 45Q: 3 clusters Score -4412664 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30582 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -4412666.500000 Penalty: 3424.392578
	Iteration 46Q: 3 clusters Score -4412666 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -4412661.500000 Penalty: 3424.392578
	Iteration 47Q: 3 clusters Score -4412662 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -4412665.000000 Penalty: 3424.392578
	Iteration 48Q: 3 clusters Score -4412665 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30649 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -4412664.000000 Penalty: 3424.392578
	Iteration 49Q: 3 clusters Score -4412664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -4412660.000000 Penalty: 3424.392578
	Iteration 50Q: 3 clusters Score -4412660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30664 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -4412656.000000 Penalty: 3424.392578
	Iteration 51Q: 3 clusters Score -4412656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -4412653.000000 Penalty: 3424.392578
	Iteration 52Q: 3 clusters Score -4412653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30671 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -4412654.000000 Penalty: 3424.392578
	Iteration 53Q: 3 clusters Score -4412654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30674 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -4412657.000000 Penalty: 3424.392578
	Iteration 54Q: 3 clusters Score -4412657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30676 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -4412653.500000 Penalty: 3424.392578
	Iteration 55Q: 3 clusters Score -4412654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30678 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -4412654.000000 Penalty: 3424.392578
	Iteration 56Q: 3 clusters Score -4412654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30681 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -4412653.000000 Penalty: 3424.392578
	Iteration 57Q: 3 clusters Score -4412653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30683 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -4412652.000000 Penalty: 3424.392578
	Iteration 58Q: 3 clusters Score -4412652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30685 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -4412652.000000 Penalty: 3424.392578
	Iteration 59Q: 3 clusters Score -4412652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30686 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -4412653.000000 Penalty: 3424.392578
	Iteration 60F: 3 clusters Score -4412653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -4412650.500000 Penalty: 3424.392578
	Iteration 61Q: 3 clusters Score -4412650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -4412652.000000 Penalty: 3424.392578
	Iteration 62Q: 3 clusters Score -4412652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -4412653.000000 Penalty: 3424.392578
	Iteration 63Q: 3 clusters Score -4412653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30697 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -4412657.500000 Penalty: 3424.392578
	Iteration 64Q: 3 clusters Score -4412658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30701 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -4412658.000000 Penalty: 3424.392578
	Iteration 65Q: 3 clusters Score -4412658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -4412657.000000 Penalty: 3424.392578
	Iteration 66Q: 3 clusters Score -4412657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30715 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -4412658.000000 Penalty: 3424.392578
	Iteration 67Q: 3 clusters Score -4412658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -4412657.500000 Penalty: 3424.392578
	Iteration 68Q: 3 clusters Score -4412658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30728 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -4412657.000000 Penalty: 3424.392578
	Iteration 69Q: 3 clusters Score -4412657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30733 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -4412654.000000 Penalty: 3424.392578
	Iteration 70Q: 3 clusters Score -4412654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30733 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -4412654.000000 Penalty: 3424.392578
	Iteration 71F: 3 clusters Score -4412654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 197213 members 
Mstep: Class 3 contains 86018 members 
Mstep: Class 4 contains 12522 members 
Mstep: Class 5 contains 38333 members 
Mstep: Class 6 contains 40801 members 
Mstep: Class 7 contains 97598 members 
Mstep: Class 8 contains 19254 members 
Mstep: Class 9 contains 37700 members 
Mstep: Class 10 contains 9382 members 
Mstep: Class 11 contains 169 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8470 members 
Mstep: Class 14 contains 695 members 
Mstep: Class 15 contains 18582 members 
Mstep: Class 16 contains 70200 members 
Mstep: Class 17 contains 112053 members 
Mstep: Class 18 contains 112977 members 
Mstep: Class 19 contains 3472 members 
Mstep: Class 20 contains 78391 members 
Mstep: Class 21 contains 33768 members 
Mstep: Class 22 contains 27564 members 
Mstep: Class 23 contains 15057 members 
Mstep: Class 24 contains 3427 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 87273 members 
Mstep: Class 29 contains 5906 members 
Mstep: Class 30 contains 9470 members 
Mstep: Class 31 contains 70070 members 
Mstep: Class 32 contains 5035 members 
Mstep: Class 33 contains 30733 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1575 members 
Mstep: Class 37 contains 115122 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 16100 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 23529 members 
Mstep: Class 44 contains 108276 members 
Mstep: Class 45 contains 105705 members 
Mstep: Class 46 contains 453 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 30818 members 
Mstep: Class 49 contains 12317 members 
Mstep: Class 50 contains 549 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 5650 members 
Mstep: Class 53 contains 33157 members 
Mstep: Class 54 contains 6936 members 
Entering Unmasked Estep 
Score: -194689344.000000 Penalty: 126004.695312
Splitting cluster 33 changes total score from -194689712.000000 to -194689344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -29898.507812 Penalty: 999.819092
	Iteration 0F: 2 clusters Score -29898.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -29045.820312 Penalty: 1999.638184
	Iteration 0F: 3 clusters Score -29045.82 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -29408.722656 Penalty: 1999.638184
	Iteration 1F: 3 clusters Score -29408.72 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -29761.496094 Penalty: 1999.638184
	Iteration 2F: 3 clusters Score -29761.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -30256.777344 Penalty: 1999.638184
	Iteration 3F: 3 clusters Score -30256.78 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -30535.238281 Penalty: 1999.638184
	Iteration 4F: 3 clusters Score -30535.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -30640.150391 Penalty: 1999.638184
	Iteration 5Q: 3 clusters Score -30640.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -30675.798828 Penalty: 1999.638184
	Iteration 6Q: 3 clusters Score -30675.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -30686.300781 Penalty: 1999.638184
	Iteration 7Q: 3 clusters Score -30686.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -30690.642578 Penalty: 1999.638184
	Iteration 8Q: 3 clusters Score -30690.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -30692.240234 Penalty: 1999.638184
	Iteration 9Q: 3 clusters Score -30692.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -30698.585938 Penalty: 1999.638184
	Iteration 10Q: 3 clusters Score -30698.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -30710.494141 Penalty: 1999.638184
	Iteration 11Q: 3 clusters Score -30710.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -30715.794922 Penalty: 1999.638184
	Iteration 12Q: 3 clusters Score -30715.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -30724.703125 Penalty: 1999.638184
	Iteration 13Q: 3 clusters Score -30724.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -30734.708984 Penalty: 1999.638184
	Iteration 14Q: 3 clusters Score -30734.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -30740.712891 Penalty: 1999.638184
	Iteration 15Q: 3 clusters Score -30740.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -30747.835938 Penalty: 1999.638184
	Iteration 16Q: 3 clusters Score -30747.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -30751.861328 Penalty: 1999.638184
	Iteration 17Q: 3 clusters Score -30751.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -30751.861328 Penalty: 1999.638184
	Iteration 18F: 3 clusters Score -30751.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 197213 members 
Mstep: Class 3 contains 86018 members 
Mstep: Class 4 contains 12522 members 
Mstep: Class 5 contains 38333 members 
Mstep: Class 6 contains 40801 members 
Mstep: Class 7 contains 97598 members 
Mstep: Class 8 contains 19254 members 
Mstep: Class 9 contains 37700 members 
Mstep: Class 10 contains 9382 members 
Mstep: Class 11 contains 169 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8470 members 
Mstep: Class 14 contains 695 members 
Mstep: Class 15 contains 18582 members 
Mstep: Class 16 contains 70200 members 
Mstep: Class 17 contains 112053 members 
Mstep: Class 18 contains 112977 members 
Mstep: Class 19 contains 3472 members 
Mstep: Class 20 contains 78391 members 
Mstep: Class 21 contains 33768 members 
Mstep: Class 22 contains 27564 members 
Mstep: Class 23 contains 15057 members 
Mstep: Class 24 contains 3427 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 87273 members 
Mstep: Class 29 contains 5906 members 
Mstep: Class 30 contains 9470 members 
Mstep: Class 31 contains 70070 members 
Mstep: Class 32 contains 5035 members 
Mstep: Class 33 contains 37669 members 
Mstep: Class 34 contains 184 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1575 members 
Mstep: Class 37 contains 115122 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 16100 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 23529 members 
Mstep: Class 44 contains 108276 members 
Mstep: Class 45 contains 105705 members 
Mstep: Class 46 contains 453 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 30818 members 
Mstep: Class 49 contains 12317 members 
Mstep: Class 50 contains 549 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 5650 members 
Mstep: Class 53 contains 33157 members 
Mstep: Class 54 contains 286 members 
Entering Unmasked Estep 
Score: -194688784.000000 Penalty: 126004.695312
Splitting cluster 34 changes total score from -194689712.000000 to -194688784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Entering Unmasked Estep 
Score: -22954.087891 Penalty: 949.104248
	Iteration 0F: 2 clusters Score -22954.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -22224.900391 Penalty: 1898.208496
	Iteration 0F: 3 clusters Score -22224.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -22534.167969 Penalty: 1898.208496
	Iteration 1F: 3 clusters Score -22534.17 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -22669.332031 Penalty: 1898.208496
	Iteration 2F: 3 clusters Score -22669.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -22712.970703 Penalty: 1898.208496
	Iteration 3Q: 3 clusters Score -22712.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -22744.261719 Penalty: 1898.208496
	Iteration 4Q: 3 clusters Score -22744.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -22761.962891 Penalty: 1898.208496
	Iteration 5Q: 3 clusters Score -22761.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -22781.833984 Penalty: 1898.208496
	Iteration 6Q: 3 clusters Score -22781.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -22783.888672 Penalty: 1898.208496
	Iteration 7Q: 3 clusters Score -22783.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -22786.621094 Penalty: 1898.208496
	Iteration 8Q: 3 clusters Score -22786.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -22787.539062 Penalty: 1898.208496
	Iteration 9Q: 3 clusters Score -22787.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -22787.539062 Penalty: 1898.208496
	Iteration 10F: 3 clusters Score -22787.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Entering Unmasked Estep 
Score: -169536.687500 Penalty: 1196.326660
	Iteration 0F: 2 clusters Score -169536.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -167731.125000 Penalty: 2392.653320
	Iteration 0F: 3 clusters Score -167731.1 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -168224.859375 Penalty: 2392.653320
	Iteration 1F: 3 clusters Score -168224.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -168413.734375 Penalty: 2392.653320
	Iteration 2F: 3 clusters Score -168413.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -168490.093750 Penalty: 2392.653320
	Iteration 3F: 3 clusters Score -168490.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -168553.921875 Penalty: 2392.653320
	Iteration 4Q: 3 clusters Score -168553.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -168601.765625 Penalty: 2392.653320
	Iteration 5Q: 3 clusters Score -168601.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -168629.578125 Penalty: 2392.653320
	Iteration 6Q: 3 clusters Score -168629.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -168654.062500 Penalty: 2392.653320
	Iteration 7Q: 3 clusters Score -168654.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -168669.750000 Penalty: 2392.653320
	Iteration 8Q: 3 clusters Score -168669.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -168679.046875 Penalty: 2392.653320
	Iteration 9Q: 3 clusters Score -168679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -168684.890625 Penalty: 2392.653320
	Iteration 10Q: 3 clusters Score -168684.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -168691.562500 Penalty: 2392.653320
	Iteration 11Q: 3 clusters Score -168691.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -168698.171875 Penalty: 2392.653320
	Iteration 12Q: 3 clusters Score -168698.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -168704.359375 Penalty: 2392.653320
	Iteration 13Q: 3 clusters Score -168704.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -168712.562500 Penalty: 2392.653320
	Iteration 14Q: 3 clusters Score -168712.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -168721.453125 Penalty: 2392.653320
	Iteration 15Q: 3 clusters Score -168721.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -168737.812500 Penalty: 2392.653320
	Iteration 16Q: 3 clusters Score -168737.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -168757.328125 Penalty: 2392.653320
	Iteration 17Q: 3 clusters Score -168757.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -168779.203125 Penalty: 2392.653320
	Iteration 18Q: 3 clusters Score -168779.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -168804.375000 Penalty: 2392.653320
	Iteration 19Q: 3 clusters Score -168804.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -168826.250000 Penalty: 2392.653320
	Iteration 20F: 3 clusters Score -168826.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -168842.640625 Penalty: 2392.653320
	Iteration 21Q: 3 clusters Score -168842.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -168857.984375 Penalty: 2392.653320
	Iteration 22Q: 3 clusters Score -168858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -168870.218750 Penalty: 2392.653320
	Iteration 23Q: 3 clusters Score -168870.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -168875.593750 Penalty: 2392.653320
	Iteration 24Q: 3 clusters Score -168875.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -168882.453125 Penalty: 2392.653320
	Iteration 25Q: 3 clusters Score -168882.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -168884.187500 Penalty: 2392.653320
	Iteration 26Q: 3 clusters Score -168884.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -168884.937500 Penalty: 2392.653320
	Iteration 27Q: 3 clusters Score -168884.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -168884.937500 Penalty: 2392.653320
	Iteration 28F: 3 clusters Score -168884.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (115122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115122 members 
Entering Unmasked Estep 
Score: -13527839.000000 Penalty: 1893.734009
	Iteration 0F: 2 clusters Score -1.352784e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57664 members 
Mstep: Class 2 contains 57458 members 
Entering Unmasked Estep 
Score: -13455214.000000 Penalty: 3787.468018
	Iteration 0F: 3 clusters Score -1.345521e+07 nChanged 55442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57744 members 
Mstep: Class 2 contains 57378 members 
Entering Unmasked Estep 
Score: -13487732.000000 Penalty: 3787.468018
	Iteration 1F: 3 clusters Score -1.348773e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57275 members 
Mstep: Class 2 contains 57847 members 
Entering Unmasked Estep 
Score: -13488545.000000 Penalty: 3787.468018
	Iteration 2Q: 3 clusters Score -1.348854e+07 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56352 members 
Mstep: Class 2 contains 58770 members 
Entering Unmasked Estep 
Score: -13489539.000000 Penalty: 3787.468018
	Iteration 3Q: 3 clusters Score -1.348954e+07 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54751 members 
Mstep: Class 2 contains 60371 members 
Entering Unmasked Estep 
Score: -13490910.000000 Penalty: 3787.468018
	Iteration 4Q: 3 clusters Score -1.349091e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52176 members 
Mstep: Class 2 contains 62946 members 
Entering Unmasked Estep 
Score: -13493009.000000 Penalty: 3787.468018
	Iteration 5Q: 3 clusters Score -1.349301e+07 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48493 members 
Mstep: Class 2 contains 66629 members 
Entering Unmasked Estep 
Score: -13496423.000000 Penalty: 3787.468018
	Iteration 6F: 3 clusters Score -1.349642e+07 nChanged 7086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43777 members 
Mstep: Class 2 contains 71345 members 
Entering Unmasked Estep 
Score: -13501726.000000 Penalty: 3787.468018
	Iteration 7F: 3 clusters Score -1.350173e+07 nChanged 7787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38682 members 
Mstep: Class 2 contains 76440 members 
Entering Unmasked Estep 
Score: -13508528.000000 Penalty: 3787.468018
	Iteration 8F: 3 clusters Score -1.350853e+07 nChanged 7096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 80690 members 
Entering Unmasked Estep 
Score: -13515114.000000 Penalty: 3787.468018
	Iteration 9F: 3 clusters Score -1.351511e+07 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 83638 members 
Entering Unmasked Estep 
Score: -13519334.000000 Penalty: 3787.468018
	Iteration 10Q: 3 clusters Score -1.351933e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 85600 members 
Entering Unmasked Estep 
Score: -13521729.000000 Penalty: 3787.468018
	Iteration 11Q: 3 clusters Score -1.352173e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 87169 members 
Entering Unmasked Estep 
Score: -13523395.000000 Penalty: 3787.468018
	Iteration 12Q: 3 clusters Score -1.35234e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 88507 members 
Entering Unmasked Estep 
Score: -13524883.000000 Penalty: 3787.468018
	Iteration 13Q: 3 clusters Score -1.352488e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 89469 members 
Entering Unmasked Estep 
Score: -13525987.000000 Penalty: 3787.468018
	Iteration 14Q: 3 clusters Score -1.352599e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 90058 members 
Entering Unmasked Estep 
Score: -13526827.000000 Penalty: 3787.468018
	Iteration 15Q: 3 clusters Score -1.352683e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 90433 members 
Entering Unmasked Estep 
Score: -13527515.000000 Penalty: 3787.468018
	Iteration 16Q: 3 clusters Score -1.352752e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 90656 members 
Entering Unmasked Estep 
Score: -13528110.000000 Penalty: 3787.468018
	Iteration 17Q: 3 clusters Score -1.352811e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 90721 members 
Entering Unmasked Estep 
Score: -13528524.000000 Penalty: 3787.468018
	Iteration 18Q: 3 clusters Score -1.352852e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 90683 members 
Entering Unmasked Estep 
Score: -13528848.000000 Penalty: 3787.468018
	Iteration 19Q: 3 clusters Score -1.352885e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 90638 members 
Entering Unmasked Estep 
Score: -13529158.000000 Penalty: 3787.468018
	Iteration 20F: 3 clusters Score -1.352916e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 90586 members 
Entering Unmasked Estep 
Score: -13529339.000000 Penalty: 3787.468018
	Iteration 21Q: 3 clusters Score -1.352934e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 90577 members 
Entering Unmasked Estep 
Score: -13529387.000000 Penalty: 3787.468018
	Iteration 22Q: 3 clusters Score -1.352939e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 90617 members 
Entering Unmasked Estep 
Score: -13529451.000000 Penalty: 3787.468018
	Iteration 23Q: 3 clusters Score -1.352945e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 90659 members 
Entering Unmasked Estep 
Score: -13529477.000000 Penalty: 3787.468018
	Iteration 24Q: 3 clusters Score -1.352948e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 90711 members 
Entering Unmasked Estep 
Score: -13529518.000000 Penalty: 3787.468018
	Iteration 25Q: 3 clusters Score -1.352952e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 90740 members 
Entering Unmasked Estep 
Score: -13529551.000000 Penalty: 3787.468018
	Iteration 26Q: 3 clusters Score -1.352955e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 90752 members 
Entering Unmasked Estep 
Score: -13529568.000000 Penalty: 3787.468018
	Iteration 27Q: 3 clusters Score -1.352957e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 90795 members 
Entering Unmasked Estep 
Score: -13529552.000000 Penalty: 3787.468018
	Iteration 28Q: 3 clusters Score -1.352955e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 90837 members 
Entering Unmasked Estep 
Score: -13529584.000000 Penalty: 3787.468018
	Iteration 29Q: 3 clusters Score -1.352958e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 90879 members 
Entering Unmasked Estep 
Score: -13529593.000000 Penalty: 3787.468018
	Iteration 30Q: 3 clusters Score -1.352959e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 90922 members 
Entering Unmasked Estep 
Score: -13529582.000000 Penalty: 3787.468018
	Iteration 31Q: 3 clusters Score -1.352958e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 90947 members 
Entering Unmasked Estep 
Score: -13529577.000000 Penalty: 3787.468018
	Iteration 32Q: 3 clusters Score -1.352958e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 90988 members 
Entering Unmasked Estep 
Score: -13529593.000000 Penalty: 3787.468018
	Iteration 33Q: 3 clusters Score -1.352959e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 91009 members 
Entering Unmasked Estep 
Score: -13529582.000000 Penalty: 3787.468018
	Iteration 34Q: 3 clusters Score -1.352958e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 91022 members 
Entering Unmasked Estep 
Score: -13529568.000000 Penalty: 3787.468018
	Iteration 35Q: 3 clusters Score -1.352957e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 91033 members 
Entering Unmasked Estep 
Score: -13529587.000000 Penalty: 3787.468018
	Iteration 36Q: 3 clusters Score -1.352959e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 91049 members 
Entering Unmasked Estep 
Score: -13529574.000000 Penalty: 3787.468018
	Iteration 37Q: 3 clusters Score -1.352957e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 91065 members 
Entering Unmasked Estep 
Score: -13529577.000000 Penalty: 3787.468018
	Iteration 38Q: 3 clusters Score -1.352958e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 91080 members 
Entering Unmasked Estep 
Score: -13529573.000000 Penalty: 3787.468018
	Iteration 39Q: 3 clusters Score -1.352957e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 91089 members 
Entering Unmasked Estep 
Score: -13529574.000000 Penalty: 3787.468018
	Iteration 40F: 3 clusters Score -1.352957e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 91099 members 
Entering Unmasked Estep 
Score: -13529562.000000 Penalty: 3787.468018
	Iteration 41Q: 3 clusters Score -1.352956e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 91113 members 
Entering Unmasked Estep 
Score: -13529578.000000 Penalty: 3787.468018
	Iteration 42Q: 3 clusters Score -1.352958e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 91121 members 
Entering Unmasked Estep 
Score: -13529583.000000 Penalty: 3787.468018
	Iteration 43Q: 3 clusters Score -1.352958e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 91137 members 
Entering Unmasked Estep 
Score: -13529565.000000 Penalty: 3787.468018
	Iteration 44Q: 3 clusters Score -1.352956e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 91147 members 
Entering Unmasked Estep 
Score: -13529563.000000 Penalty: 3787.468018
	Iteration 45Q: 3 clusters Score -1.352956e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 91151 members 
Entering Unmasked Estep 
Score: -13529561.000000 Penalty: 3787.468018
	Iteration 46Q: 3 clusters Score -1.352956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 91154 members 
Entering Unmasked Estep 
Score: -13529549.000000 Penalty: 3787.468018
	Iteration 47Q: 3 clusters Score -1.352955e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 91157 members 
Entering Unmasked Estep 
Score: -13529557.000000 Penalty: 3787.468018
	Iteration 48Q: 3 clusters Score -1.352956e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 91168 members 
Entering Unmasked Estep 
Score: -13529548.000000 Penalty: 3787.468018
	Iteration 49Q: 3 clusters Score -1.352955e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23948 members 
Mstep: Class 2 contains 91174 members 
Entering Unmasked Estep 
Score: -13529560.000000 Penalty: 3787.468018
	Iteration 50Q: 3 clusters Score -1.352956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 91181 members 
Entering Unmasked Estep 
Score: -13529564.000000 Penalty: 3787.468018
	Iteration 51Q: 3 clusters Score -1.352956e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 91197 members 
Entering Unmasked Estep 
Score: -13529572.000000 Penalty: 3787.468018
	Iteration 52Q: 3 clusters Score -1.352957e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 91205 members 
Entering Unmasked Estep 
Score: -13529560.000000 Penalty: 3787.468018
	Iteration 53Q: 3 clusters Score -1.352956e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 91213 members 
Entering Unmasked Estep 
Score: -13529563.000000 Penalty: 3787.468018
	Iteration 54Q: 3 clusters Score -1.352956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 91218 members 
Entering Unmasked Estep 
Score: -13529560.000000 Penalty: 3787.468018
	Iteration 55Q: 3 clusters Score -1.352956e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 91221 members 
Entering Unmasked Estep 
Score: -13529555.000000 Penalty: 3787.468018
	Iteration 56Q: 3 clusters Score -1.352956e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 91230 members 
Entering Unmasked Estep 
Score: -13529558.000000 Penalty: 3787.468018
	Iteration 57Q: 3 clusters Score -1.352956e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 91235 members 
Entering Unmasked Estep 
Score: -13529573.000000 Penalty: 3787.468018
	Iteration 58Q: 3 clusters Score -1.352957e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 91243 members 
Entering Unmasked Estep 
Score: -13529547.000000 Penalty: 3787.468018
	Iteration 59Q: 3 clusters Score -1.352955e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 91247 members 
Entering Unmasked Estep 
Score: -13529553.000000 Penalty: 3787.468018
	Iteration 60F: 3 clusters Score -1.352955e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 91254 members 
Entering Unmasked Estep 
Score: -13529553.000000 Penalty: 3787.468018
	Iteration 61Q: 3 clusters Score -1.352955e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 91261 members 
Entering Unmasked Estep 
Score: -13529555.000000 Penalty: 3787.468018
	Iteration 62Q: 3 clusters Score -1.352956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 91268 members 
Entering Unmasked Estep 
Score: -13529557.000000 Penalty: 3787.468018
	Iteration 63Q: 3 clusters Score -1.352956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 91271 members 
Entering Unmasked Estep 
Score: -13529546.000000 Penalty: 3787.468018
	Iteration 64Q: 3 clusters Score -1.352955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 91272 members 
Entering Unmasked Estep 
Score: -13529545.000000 Penalty: 3787.468018
	Iteration 65Q: 3 clusters Score -1.352954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 91276 members 
Entering Unmasked Estep 
Score: -13529554.000000 Penalty: 3787.468018
	Iteration 66Q: 3 clusters Score -1.352955e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 91277 members 
Entering Unmasked Estep 
Score: -13529549.000000 Penalty: 3787.468018
	Iteration 67Q: 3 clusters Score -1.352955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 91278 members 
Entering Unmasked Estep 
Score: -13529545.000000 Penalty: 3787.468018
	Iteration 68Q: 3 clusters Score -1.352954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 91279 members 
Entering Unmasked Estep 
Score: -13529539.000000 Penalty: 3787.468018
	Iteration 69Q: 3 clusters Score -1.352954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 91280 members 
Entering Unmasked Estep 
Score: -13529533.000000 Penalty: 3787.468018
	Iteration 70Q: 3 clusters Score -1.352953e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 91284 members 
Entering Unmasked Estep 
Score: -13529538.000000 Penalty: 3787.468018
	Iteration 71Q: 3 clusters Score -1.352954e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 91290 members 
Entering Unmasked Estep 
Score: -13529546.000000 Penalty: 3787.468018
	Iteration 72Q: 3 clusters Score -1.352955e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 91291 members 
Entering Unmasked Estep 
Score: -13529544.000000 Penalty: 3787.468018
	Iteration 73Q: 3 clusters Score -1.352954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 91292 members 
Entering Unmasked Estep 
Score: -13529547.000000 Penalty: 3787.468018
	Iteration 74Q: 3 clusters Score -1.352955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 91293 members 
Entering Unmasked Estep 
Score: -13529543.000000 Penalty: 3787.468018
	Iteration 75Q: 3 clusters Score -1.352954e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 91293 members 
Entering Unmasked Estep 
Score: -13529543.000000 Penalty: 3787.468018
	Iteration 76F: 3 clusters Score -1.352954e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 197213 members 
Mstep: Class 3 contains 86018 members 
Mstep: Class 4 contains 12522 members 
Mstep: Class 5 contains 38333 members 
Mstep: Class 6 contains 40801 members 
Mstep: Class 7 contains 97598 members 
Mstep: Class 8 contains 19254 members 
Mstep: Class 9 contains 37700 members 
Mstep: Class 10 contains 9382 members 
Mstep: Class 11 contains 169 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8470 members 
Mstep: Class 14 contains 695 members 
Mstep: Class 15 contains 18582 members 
Mstep: Class 16 contains 70200 members 
Mstep: Class 17 contains 112053 members 
Mstep: Class 18 contains 112977 members 
Mstep: Class 19 contains 3472 members 
Mstep: Class 20 contains 78391 members 
Mstep: Class 21 contains 33768 members 
Mstep: Class 22 contains 27564 members 
Mstep: Class 23 contains 15057 members 
Mstep: Class 24 contains 3427 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 87273 members 
Mstep: Class 29 contains 5906 members 
Mstep: Class 30 contains 9470 members 
Mstep: Class 31 contains 70070 members 
Mstep: Class 32 contains 5035 members 
Mstep: Class 33 contains 37669 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1575 members 
Mstep: Class 37 contains 23829 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 16100 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 23529 members 
Mstep: Class 44 contains 108276 members 
Mstep: Class 45 contains 105705 members 
Mstep: Class 46 contains 453 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 30818 members 
Mstep: Class 49 contains 12317 members 
Mstep: Class 50 contains 549 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 5650 members 
Mstep: Class 53 contains 33157 members 
Mstep: Class 54 contains 91293 members 
Entering Unmasked Estep 
Score: -194690000.000000 Penalty: 126004.695312
Splitting cluster 37 changes total score from -194689712.000000 to -194690000.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 38 (1238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Entering Unmasked Estep 
Score: -122114.000000 Penalty: 1157.203491
	Iteration 0F: 2 clusters Score -122114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -120525.515625 Penalty: 2314.406982
	Iteration 0F: 3 clusters Score -120525.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -120850.804688 Penalty: 2314.406982
	Iteration 1F: 3 clusters Score -120850.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -120964.765625 Penalty: 2314.406982
	Iteration 2F: 3 clusters Score -120964.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -121037.929688 Penalty: 2314.406982
	Iteration 3F: 3 clusters Score -121037.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -121073.585938 Penalty: 2314.406982
	Iteration 4Q: 3 clusters Score -121073.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -121105.234375 Penalty: 2314.406982
	Iteration 5Q: 3 clusters Score -121105.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -121118.695312 Penalty: 2314.406982
	Iteration 6Q: 3 clusters Score -121118.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -121128.312500 Penalty: 2314.406982
	Iteration 7Q: 3 clusters Score -121128.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -121139.828125 Penalty: 2314.406982
	Iteration 8Q: 3 clusters Score -121139.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -121149.101562 Penalty: 2314.406982
	Iteration 9Q: 3 clusters Score -121149.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -121155.242188 Penalty: 2314.406982
	Iteration 10Q: 3 clusters Score -121155.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -121156.351562 Penalty: 2314.406982
	Iteration 11Q: 3 clusters Score -121156.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -121157.882812 Penalty: 2314.406982
	Iteration 12Q: 3 clusters Score -121157.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -121159.359375 Penalty: 2314.406982
	Iteration 13Q: 3 clusters Score -121159.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -121159.914062 Penalty: 2314.406982
	Iteration 14Q: 3 clusters Score -121159.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -121161.687500 Penalty: 2314.406982
	Iteration 15Q: 3 clusters Score -121161.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -121161.687500 Penalty: 2314.406982
	Iteration 16F: 3 clusters Score -121161.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (16100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Entering Unmasked Estep 
Score: -1945003.625000 Penalty: 1574.068481
	Iteration 0F: 2 clusters Score -1945004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1934141.500000 Penalty: 3148.136963
	Iteration 0F: 3 clusters Score -1934142 nChanged 7179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1938079.750000 Penalty: 3148.136963
	Iteration 1F: 3 clusters Score -1938080 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1938330.375000 Penalty: 3148.136963
	Iteration 2Q: 3 clusters Score -1938330 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1938547.375000 Penalty: 3148.136963
	Iteration 3Q: 3 clusters Score -1938547 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1938781.750000 Penalty: 3148.136963
	Iteration 4Q: 3 clusters Score -1938782 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1939112.500000 Penalty: 3148.136963
	Iteration 5F: 3 clusters Score -1939112 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1939601.125000 Penalty: 3148.136963
	Iteration 6F: 3 clusters Score -1939601 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1940325.750000 Penalty: 3148.136963
	Iteration 7F: 3 clusters Score -1940326 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1941271.000000 Penalty: 3148.136963
	Iteration 8F: 3 clusters Score -1941271 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1942136.750000 Penalty: 3148.136963
	Iteration 9F: 3 clusters Score -1942137 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1942571.375000 Penalty: 3148.136963
	Iteration 10Q: 3 clusters Score -1942571 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1942747.000000 Penalty: 3148.136963
	Iteration 11Q: 3 clusters Score -1942747 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1942837.250000 Penalty: 3148.136963
	Iteration 12Q: 3 clusters Score -1942837 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1942915.375000 Penalty: 3148.136963
	Iteration 13Q: 3 clusters Score -1942915 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1942952.750000 Penalty: 3148.136963
	Iteration 14Q: 3 clusters Score -1942953 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1942968.000000 Penalty: 3148.136963
	Iteration 15Q: 3 clusters Score -1942968 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1942969.375000 Penalty: 3148.136963
	Iteration 16Q: 3 clusters Score -1942969 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1942995.875000 Penalty: 3148.136963
	Iteration 17Q: 3 clusters Score -1942996 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1943008.000000 Penalty: 3148.136963
	Iteration 18Q: 3 clusters Score -1943008 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1943014.500000 Penalty: 3148.136963
	Iteration 19Q: 3 clusters Score -1943014 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1943012.625000 Penalty: 3148.136963
	Iteration 20F: 3 clusters Score -1943013 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1943021.875000 Penalty: 3148.136963
	Iteration 21Q: 3 clusters Score -1943022 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1943032.125000 Penalty: 3148.136963
	Iteration 22Q: 3 clusters Score -1943032 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1943044.500000 Penalty: 3148.136963
	Iteration 23Q: 3 clusters Score -1943044 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1943035.625000 Penalty: 3148.136963
	Iteration 24Q: 3 clusters Score -1943036 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1943038.375000 Penalty: 3148.136963
	Iteration 25Q: 3 clusters Score -1943038 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1943040.625000 Penalty: 3148.136963
	Iteration 26Q: 3 clusters Score -1943041 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1943035.750000 Penalty: 3148.136963
	Iteration 27Q: 3 clusters Score -1943036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1943043.125000 Penalty: 3148.136963
	Iteration 28Q: 3 clusters Score -1943043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1943062.875000 Penalty: 3148.136963
	Iteration 29Q: 3 clusters Score -1943063 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1943056.375000 Penalty: 3148.136963
	Iteration 30Q: 3 clusters Score -1943056 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1943057.125000 Penalty: 3148.136963
	Iteration 31Q: 3 clusters Score -1943057 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1943065.000000 Penalty: 3148.136963
	Iteration 32Q: 3 clusters Score -1943065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1943067.125000 Penalty: 3148.136963
	Iteration 33Q: 3 clusters Score -1943067 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1943066.000000 Penalty: 3148.136963
	Iteration 34Q: 3 clusters Score -1943066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1943068.000000 Penalty: 3148.136963
	Iteration 35Q: 3 clusters Score -1943068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1943064.250000 Penalty: 3148.136963
	Iteration 36Q: 3 clusters Score -1943064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1943056.875000 Penalty: 3148.136963
	Iteration 37Q: 3 clusters Score -1943057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1943066.125000 Penalty: 3148.136963
	Iteration 38Q: 3 clusters Score -1943066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1943066.125000 Penalty: 3148.136963
	Iteration 39F: 3 clusters Score -1943066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -47824.261719 Penalty: 1007.912048
	Iteration 0F: 2 clusters Score -47824.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -46777.511719 Penalty: 2015.824097
	Iteration 0F: 3 clusters Score -46777.51 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -46950.429688 Penalty: 2015.824097
	Iteration 1F: 3 clusters Score -46950.43 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -47001.601562 Penalty: 2015.824097
	Iteration 2F: 3 clusters Score -47001.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -47016.230469 Penalty: 2015.824097
	Iteration 3Q: 3 clusters Score -47016.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -47026.277344 Penalty: 2015.824097
	Iteration 4Q: 3 clusters Score -47026.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -47027.117188 Penalty: 2015.824097
	Iteration 5Q: 3 clusters Score -47027.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -47029.082031 Penalty: 2015.824097
	Iteration 6Q: 3 clusters Score -47029.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -47030.683594 Penalty: 2015.824097
	Iteration 7Q: 3 clusters Score -47030.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -47034.222656 Penalty: 2015.824097
	Iteration 8Q: 3 clusters Score -47034.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -47039.386719 Penalty: 2015.824097
	Iteration 9Q: 3 clusters Score -47039.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -47049.687500 Penalty: 2015.824097
	Iteration 10Q: 3 clusters Score -47049.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -47061.214844 Penalty: 2015.824097
	Iteration 11Q: 3 clusters Score -47061.21 nChanged 7
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: -47070.914062 Penalty: 2015.824097
	Iteration 12Q: 3 clusters Score -47070.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -47081.457031 Penalty: 2015.824097
	Iteration 13Q: 3 clusters Score -47081.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -47085.359375 Penalty: 2015.824097
	Iteration 14Q: 3 clusters Score -47085.36 nChanged 4
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: -47089.792969 Penalty: 2015.824097
	Iteration 15Q: 3 clusters Score -47089.79 nChanged 3
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: -47097.164062 Penalty: 2015.824097
	Iteration 16Q: 3 clusters Score -47097.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -47104.570312 Penalty: 2015.824097
	Iteration 17Q: 3 clusters Score -47104.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -47112.875000 Penalty: 2015.824097
	Iteration 18Q: 3 clusters Score -47112.88 nChanged 3
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: -47121.082031 Penalty: 2015.824097
	Iteration 19Q: 3 clusters Score -47121.08 nChanged 6
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: -47131.738281 Penalty: 2015.824097
	Iteration 20F: 3 clusters Score -47131.74 nChanged 3
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: -47147.832031 Penalty: 2015.824097
	Iteration 21Q: 3 clusters Score -47147.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -47166.550781 Penalty: 2015.824097
	Iteration 22Q: 3 clusters Score -47166.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -47182.417969 Penalty: 2015.824097
	Iteration 23Q: 3 clusters Score -47182.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -47201.023438 Penalty: 2015.824097
	Iteration 24Q: 3 clusters Score -47201.02 nChanged 5
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: -47212.503906 Penalty: 2015.824097
	Iteration 25Q: 3 clusters Score -47212.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -47230.328125 Penalty: 2015.824097
	Iteration 26Q: 3 clusters Score -47230.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -47255.281250 Penalty: 2015.824097
	Iteration 27Q: 3 clusters Score -47255.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -47273.394531 Penalty: 2015.824097
	Iteration 28Q: 3 clusters Score -47273.39 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: -47280.308594 Penalty: 2015.824097
	Iteration 29Q: 3 clusters Score -47280.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -47283.308594 Penalty: 2015.824097
	Iteration 30Q: 3 clusters Score -47283.31 nChanged 1
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: -47285.300781 Penalty: 2015.824097
	Iteration 31Q: 3 clusters Score -47285.3 nChanged 1
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: -47287.335938 Penalty: 2015.824097
	Iteration 32Q: 3 clusters Score -47287.34 nChanged 2
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: -47294.144531 Penalty: 2015.824097
	Iteration 33Q: 3 clusters Score -47294.14 nChanged 4
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: -47307.980469 Penalty: 2015.824097
	Iteration 34Q: 3 clusters Score -47307.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -47319.859375 Penalty: 2015.824097
	Iteration 35Q: 3 clusters Score -47319.86 nChanged 4
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: -47325.351562 Penalty: 2015.824097
	Iteration 36Q: 3 clusters Score -47325.35 nChanged 0
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: -47325.351562 Penalty: 2015.824097
	Iteration 37F: 3 clusters Score -47325.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -25772.669922 Penalty: 938.868469
	Iteration 0F: 2 clusters Score -25772.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -25007.703125 Penalty: 1877.736938
	Iteration 0F: 3 clusters Score -25007.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -25182.250000 Penalty: 1877.736938
	Iteration 1F: 3 clusters Score -25182.25 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -25237.048828 Penalty: 1877.736938
	Iteration 2F: 3 clusters Score -25237.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -25264.880859 Penalty: 1877.736938
	Iteration 3Q: 3 clusters Score -25264.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -25272.029297 Penalty: 1877.736938
	Iteration 4Q: 3 clusters Score -25272.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -25272.029297 Penalty: 1877.736938
	Iteration 5F: 3 clusters Score -25272.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -48677.269531 Penalty: 1005.592896
	Iteration 0F: 2 clusters Score -48677.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -47604.160156 Penalty: 2011.185791
	Iteration 0F: 3 clusters Score -47604.16 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -47773.453125 Penalty: 2011.185791
	Iteration 1F: 3 clusters Score -47773.45 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -47805.414062 Penalty: 2011.185791
	Iteration 2F: 3 clusters Score -47805.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -47825.867188 Penalty: 2011.185791
	Iteration 3Q: 3 clusters Score -47825.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -47839.250000 Penalty: 2011.185791
	Iteration 4Q: 3 clusters Score -47839.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -47849.792969 Penalty: 2011.185791
	Iteration 5Q: 3 clusters Score -47849.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -47853.832031 Penalty: 2011.185791
	Iteration 6Q: 3 clusters Score -47853.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -47856.601562 Penalty: 2011.185791
	Iteration 7Q: 3 clusters Score -47856.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -47856.601562 Penalty: 2011.185791
	Iteration 8F: 3 clusters Score -47856.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (23529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Entering Unmasked Estep 
Score: -2789163.750000 Penalty: 1635.723145
	Iteration 0F: 2 clusters Score -2789164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -2773220.250000 Penalty: 3271.446289
	Iteration 0F: 3 clusters Score -2773220 nChanged 10622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -2779088.000000 Penalty: 3271.446289
	Iteration 1F: 3 clusters Score -2779088 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -2779437.750000 Penalty: 3271.446289
	Iteration 2Q: 3 clusters Score -2779438 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -2779760.500000 Penalty: 3271.446289
	Iteration 3Q: 3 clusters Score -2779760 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -2780060.000000 Penalty: 3271.446289
	Iteration 4Q: 3 clusters Score -2780060 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -2780384.000000 Penalty: 3271.446289
	Iteration 5Q: 3 clusters Score -2780384 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -2780767.500000 Penalty: 3271.446289
	Iteration 6Q: 3 clusters Score -2780768 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -2781296.250000 Penalty: 3271.446289
	Iteration 7Q: 3 clusters Score -2781296 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -2781990.750000 Penalty: 3271.446289
	Iteration 8Q: 3 clusters Score -2781991 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -2782798.750000 Penalty: 3271.446289
	Iteration 9Q: 3 clusters Score -2782799 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -2783610.500000 Penalty: 3271.446289
	Iteration 10Q: 3 clusters Score -2783610 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -2784198.500000 Penalty: 3271.446289
	Iteration 11Q: 3 clusters Score -2784198 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -2784596.500000 Penalty: 3271.446289
	Iteration 12Q: 3 clusters Score -2784596 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -2784889.750000 Penalty: 3271.446289
	Iteration 13Q: 3 clusters Score -2784890 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -2785250.000000 Penalty: 3271.446289
	Iteration 14Q: 3 clusters Score -2785250 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -2785719.000000 Penalty: 3271.446289
	Iteration 15Q: 3 clusters Score -2785719 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -2786203.750000 Penalty: 3271.446289
	Iteration 16Q: 3 clusters Score -2786204 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -2786724.500000 Penalty: 3271.446289
	Iteration 17Q: 3 clusters Score -2786724 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -2787141.500000 Penalty: 3271.446289
	Iteration 18Q: 3 clusters Score -2787142 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -2787386.500000 Penalty: 3271.446289
	Iteration 19Q: 3 clusters Score -2787386 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -2787576.500000 Penalty: 3271.446289
	Iteration 20F: 3 clusters Score -2787576 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -2787684.500000 Penalty: 3271.446289
	Iteration 21Q: 3 clusters Score -2787684 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -2787768.000000 Penalty: 3271.446289
	Iteration 22Q: 3 clusters Score -2787768 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -2787804.750000 Penalty: 3271.446289
	Iteration 23Q: 3 clusters Score -2787805 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -2787845.750000 Penalty: 3271.446289
	Iteration 24Q: 3 clusters Score -2787846 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -2787860.750000 Penalty: 3271.446289
	Iteration 25Q: 3 clusters Score -2787861 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -2787872.250000 Penalty: 3271.446289
	Iteration 26Q: 3 clusters Score -2787872 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -2787857.750000 Penalty: 3271.446289
	Iteration 27Q: 3 clusters Score -2787858 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -2787868.250000 Penalty: 3271.446289
	Iteration 28Q: 3 clusters Score -2787868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -2787868.000000 Penalty: 3271.446289
	Iteration 29Q: 3 clusters Score -2787868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -2787879.000000 Penalty: 3271.446289
	Iteration 30Q: 3 clusters Score -2787879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -2787874.000000 Penalty: 3271.446289
	Iteration 31Q: 3 clusters Score -2787874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -2787873.500000 Penalty: 3271.446289
	Iteration 32Q: 3 clusters Score -2787874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -2787872.250000 Penalty: 3271.446289
	Iteration 33Q: 3 clusters Score -2787872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -2787875.500000 Penalty: 3271.446289
	Iteration 34Q: 3 clusters Score -2787876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -2787873.000000 Penalty: 3271.446289
	Iteration 35Q: 3 clusters Score -2787873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -2787872.000000 Penalty: 3271.446289
	Iteration 36Q: 3 clusters Score -2787872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -2787874.750000 Penalty: 3271.446289
	Iteration 37Q: 3 clusters Score -2787875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -2787876.000000 Penalty: 3271.446289
	Iteration 38Q: 3 clusters Score -2787876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -2787877.750000 Penalty: 3271.446289
	Iteration 39Q: 3 clusters Score -2787878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -2787871.250000 Penalty: 3271.446289
	Iteration 40F: 3 clusters Score -2787871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -2787873.750000 Penalty: 3271.446289
	Iteration 41Q: 3 clusters Score -2787874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -2787873.250000 Penalty: 3271.446289
	Iteration 42Q: 3 clusters Score -2787873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -2787874.250000 Penalty: 3271.446289
	Iteration 43Q: 3 clusters Score -2787874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -2787874.250000 Penalty: 3271.446289
	Iteration 44F: 3 clusters Score -2787874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (108276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108276 members 
Entering Unmasked Estep 
Score: -12866895.000000 Penalty: 1883.771240
	Iteration 0F: 2 clusters Score -1.28669e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53925 members 
Mstep: Class 2 contains 54351 members 
Entering Unmasked Estep 
Score: -12797842.000000 Penalty: 3767.542480
	Iteration 0F: 3 clusters Score -1.279784e+07 nChanged 52148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49479 members 
Mstep: Class 2 contains 58797 members 
Entering Unmasked Estep 
Score: -12828116.000000 Penalty: 3767.542480
	Iteration 1F: 3 clusters Score -1.282812e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46683 members 
Mstep: Class 2 contains 61593 members 
Entering Unmasked Estep 
Score: -12829368.000000 Penalty: 3767.542480
	Iteration 2Q: 3 clusters Score -1.282937e+07 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42624 members 
Mstep: Class 2 contains 65652 members 
Entering Unmasked Estep 
Score: -12831190.000000 Penalty: 3767.542480
	Iteration 3Q: 3 clusters Score -1.283119e+07 nChanged 6362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36742 members 
Mstep: Class 2 contains 71534 members 
Entering Unmasked Estep 
Score: -12834479.000000 Penalty: 3767.542480
	Iteration 4F: 3 clusters Score -1.283448e+07 nChanged 8099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 79453 members 
Entering Unmasked Estep 
Score: -12840082.000000 Penalty: 3767.542480
	Iteration 5F: 3 clusters Score -1.284008e+07 nChanged 9393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 88780 members 
Entering Unmasked Estep 
Score: -12848610.000000 Penalty: 3767.542480
	Iteration 6F: 3 clusters Score -1.284861e+07 nChanged 9163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 97939 members 
Entering Unmasked Estep 
Score: -12857102.000000 Penalty: 3767.542480
	Iteration 7F: 3 clusters Score -1.28571e+07 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 104081 members 
Entering Unmasked Estep 
Score: -12862024.000000 Penalty: 3767.542480
	Iteration 8F: 3 clusters Score -1.286202e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 106916 members 
Entering Unmasked Estep 
Score: -12864336.000000 Penalty: 3767.542480
	Iteration 9Q: 3 clusters Score -1.286434e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 107814 members 
Entering Unmasked Estep 
Score: -12864966.000000 Penalty: 3767.542480
	Iteration 10Q: 3 clusters Score -1.286497e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 108028 members 
Entering Unmasked Estep 
Score: -12865101.000000 Penalty: 3767.542480
	Iteration 11Q: 3 clusters Score -1.28651e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 108088 members 
Entering Unmasked Estep 
Score: -12865183.000000 Penalty: 3767.542480
	Iteration 12Q: 3 clusters Score -1.286518e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 108107 members 
Entering Unmasked Estep 
Score: -12865222.000000 Penalty: 3767.542480
	Iteration 13Q: 3 clusters Score -1.286522e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 108112 members 
Entering Unmasked Estep 
Score: -12865239.000000 Penalty: 3767.542480
	Iteration 14Q: 3 clusters Score -1.286524e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 108114 members 
Entering Unmasked Estep 
Score: -12865251.000000 Penalty: 3767.542480
	Iteration 15Q: 3 clusters Score -1.286525e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 108118 members 
Entering Unmasked Estep 
Score: -12865255.000000 Penalty: 3767.542480
	Iteration 16Q: 3 clusters Score -1.286526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 108120 members 
Entering Unmasked Estep 
Score: -12865246.000000 Penalty: 3767.542480
	Iteration 17Q: 3 clusters Score -1.286525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 108120 members 
Entering Unmasked Estep 
Score: -12865248.000000 Penalty: 3767.542480
	Iteration 18Q: 3 clusters Score -1.286525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 108118 members 
Entering Unmasked Estep 
Score: -12865251.000000 Penalty: 3767.542480
	Iteration 19Q: 3 clusters Score -1.286525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 108118 members 
Entering Unmasked Estep 
Score: -12865257.000000 Penalty: 3767.542480
	Iteration 20F: 3 clusters Score -1.286526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 108119 members 
Entering Unmasked Estep 
Score: -12865263.000000 Penalty: 3767.542480
	Iteration 21Q: 3 clusters Score -1.286526e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 108119 members 
Entering Unmasked Estep 
Score: -12865263.000000 Penalty: 3767.542480
	Iteration 22F: 3 clusters Score -1.286526e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (105705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105705 members 
Entering Unmasked Estep 
Score: -12486037.000000 Penalty: 1879.866089
	Iteration 0F: 2 clusters Score -1.248604e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53063 members 
Mstep: Class 2 contains 52642 members 
Entering Unmasked Estep 
Score: -12417160.000000 Penalty: 3759.732178
	Iteration 0F: 3 clusters Score -1.241716e+07 nChanged 50683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55584 members 
Mstep: Class 2 contains 50121 members 
Entering Unmasked Estep 
Score: -12446188.000000 Penalty: 3759.732178
	Iteration 1F: 3 clusters Score -1.244619e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57395 members 
Mstep: Class 2 contains 48310 members 
Entering Unmasked Estep 
Score: -12447049.000000 Penalty: 3759.732178
	Iteration 2Q: 3 clusters Score -1.244705e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60242 members 
Mstep: Class 2 contains 45463 members 
Entering Unmasked Estep 
Score: -12448232.000000 Penalty: 3759.732178
	Iteration 3Q: 3 clusters Score -1.244823e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64570 members 
Mstep: Class 2 contains 41135 members 
Entering Unmasked Estep 
Score: -12450431.000000 Penalty: 3759.732178
	Iteration 4Q: 3 clusters Score -1.245043e+07 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70833 members 
Mstep: Class 2 contains 34872 members 
Entering Unmasked Estep 
Score: -12454234.000000 Penalty: 3759.732178
	Iteration 5F: 3 clusters Score -1.245423e+07 nChanged 8283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79088 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -12460536.000000 Penalty: 3759.732178
	Iteration 6F: 3 clusters Score -1.246054e+07 nChanged 9436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88520 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -12469054.000000 Penalty: 3759.732178
	Iteration 7F: 3 clusters Score -1.246905e+07 nChanged 8286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96804 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -12476543.000000 Penalty: 3759.732178
	Iteration 8F: 3 clusters Score -1.247654e+07 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101846 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -12481005.000000 Penalty: 3759.732178
	Iteration 9Q: 3 clusters Score -1.2481e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104144 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -12482935.000000 Penalty: 3759.732178
	Iteration 10Q: 3 clusters Score -1.248294e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105037 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -12483739.000000 Penalty: 3759.732178
	Iteration 11Q: 3 clusters Score -1.248374e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105344 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -12484062.000000 Penalty: 3759.732178
	Iteration 12Q: 3 clusters Score -1.248406e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105443 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -12484183.000000 Penalty: 3759.732178
	Iteration 13Q: 3 clusters Score -1.248418e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105477 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -12484255.000000 Penalty: 3759.732178
	Iteration 14Q: 3 clusters Score -1.248426e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105487 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -12484285.000000 Penalty: 3759.732178
	Iteration 15Q: 3 clusters Score -1.248428e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105494 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -12484316.000000 Penalty: 3759.732178
	Iteration 16Q: 3 clusters Score -1.248432e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105506 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -12484332.000000 Penalty: 3759.732178
	Iteration 17Q: 3 clusters Score -1.248433e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105511 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -12484352.000000 Penalty: 3759.732178
	Iteration 18Q: 3 clusters Score -1.248435e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105515 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -12484357.000000 Penalty: 3759.732178
	Iteration 19Q: 3 clusters Score -1.248436e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105520 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -12484368.000000 Penalty: 3759.732178
	Iteration 20F: 3 clusters Score -1.248437e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105522 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -12484366.000000 Penalty: 3759.732178
	Iteration 21Q: 3 clusters Score -1.248437e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105525 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -12484369.000000 Penalty: 3759.732178
	Iteration 22Q: 3 clusters Score -1.248437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105525 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -12484367.000000 Penalty: 3759.732178
	Iteration 23Q: 3 clusters Score -1.248437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105527 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -12484373.000000 Penalty: 3759.732178
	Iteration 24Q: 3 clusters Score -1.248437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105527 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -12484376.000000 Penalty: 3759.732178
	Iteration 25Q: 3 clusters Score -1.248438e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105527 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -12484376.000000 Penalty: 3759.732178
	Iteration 26F: 3 clusters Score -1.248438e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Entering Unmasked Estep 
Score: -33518.566406 Penalty: 993.832458
	Iteration 0F: 2 clusters Score -33518.57 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 211 members 
Entering Unmasked Estep 
Score: -32625.138672 Penalty: 1987.664917
	Iteration 0F: 3 clusters Score -32625.14 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -32947.472656 Penalty: 1987.664917
	Iteration 1F: 3 clusters Score -32947.47 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -33087.105469 Penalty: 1987.664917
	Iteration 2F: 3 clusters Score -33087.11 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -33187.457031 Penalty: 1987.664917
	Iteration 3F: 3 clusters Score -33187.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -33237.976562 Penalty: 1987.664917
	Iteration 4Q: 3 clusters Score -33237.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -33254.281250 Penalty: 1987.664917
	Iteration 5Q: 3 clusters Score -33254.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -33258.210938 Penalty: 1987.664917
	Iteration 6Q: 3 clusters Score -33258.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -33258.210938 Penalty: 1987.664917
	Iteration 7F: 3 clusters Score -33258.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Entering Unmasked Estep 
Score: -12989.942383 Penalty: 843.855530
	Iteration 0F: 2 clusters Score -12989.94 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 89 members 
Entering Unmasked Estep 
Score: -12401.980469 Penalty: 1687.711060
	Iteration 0F: 3 clusters Score -12401.98 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12516.266602 Penalty: 1687.711060
	Iteration 1F: 3 clusters Score -12516.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12544.915039 Penalty: 1687.711060
	Iteration 2F: 3 clusters Score -12544.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12560.815430 Penalty: 1687.711060
	Iteration 3Q: 3 clusters Score -12560.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12566.124023 Penalty: 1687.711060
	Iteration 4Q: 3 clusters Score -12566.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12569.558594 Penalty: 1687.711060
	Iteration 5Q: 3 clusters Score -12569.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12572.549805 Penalty: 1687.711060
	Iteration 6Q: 3 clusters Score -12572.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12572.549805 Penalty: 1687.711060
	Iteration 7F: 3 clusters Score -12572.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (30818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30818 members 
Entering Unmasked Estep 
Score: -3707548.500000 Penalty: 1679.576416
	Iteration 0F: 2 clusters Score -3707548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -3686761.500000 Penalty: 3359.152832
	Iteration 0F: 3 clusters Score -3686762 nChanged 14180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -3694557.000000 Penalty: 3359.152832
	Iteration 1F: 3 clusters Score -3694557 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -3694869.250000 Penalty: 3359.152832
	Iteration 2Q: 3 clusters Score -3694869 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -3695171.000000 Penalty: 3359.152832
	Iteration 3Q: 3 clusters Score -3695171 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -3695513.750000 Penalty: 3359.152832
	Iteration 4Q: 3 clusters Score -3695514 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -3696055.250000 Penalty: 3359.152832
	Iteration 5Q: 3 clusters Score -3696055 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -3696916.500000 Penalty: 3359.152832
	Iteration 6F: 3 clusters Score -3696916 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -3698351.250000 Penalty: 3359.152832
	Iteration 7F: 3 clusters Score -3698351 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -3700335.500000 Penalty: 3359.152832
	Iteration 8F: 3 clusters Score -3700336 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -3702403.250000 Penalty: 3359.152832
	Iteration 9F: 3 clusters Score -3702403 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28358 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -3703979.750000 Penalty: 3359.152832
	Iteration 10F: 3 clusters Score -3703980 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3704932.000000 Penalty: 3359.152832
	Iteration 11Q: 3 clusters Score -3704932 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3705457.000000 Penalty: 3359.152832
	Iteration 12Q: 3 clusters Score -3705457 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3705740.000000 Penalty: 3359.152832
	Iteration 13Q: 3 clusters Score -3705740 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3705876.750000 Penalty: 3359.152832
	Iteration 14Q: 3 clusters Score -3705877 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30464 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3705945.500000 Penalty: 3359.152832
	Iteration 15Q: 3 clusters Score -3705946 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30500 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3705992.750000 Penalty: 3359.152832
	Iteration 16Q: 3 clusters Score -3705993 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30531 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3706020.000000 Penalty: 3359.152832
	Iteration 17Q: 3 clusters Score -3706020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30535 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3706040.250000 Penalty: 3359.152832
	Iteration 18Q: 3 clusters Score -3706040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30536 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3706054.500000 Penalty: 3359.152832
	Iteration 19Q: 3 clusters Score -3706054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3706063.000000 Penalty: 3359.152832
	Iteration 20F: 3 clusters Score -3706063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3706062.750000 Penalty: 3359.152832
	Iteration 21Q: 3 clusters Score -3706063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30545 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3706072.750000 Penalty: 3359.152832
	Iteration 22Q: 3 clusters Score -3706073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30546 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3706084.500000 Penalty: 3359.152832
	Iteration 23Q: 3 clusters Score -3706084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30548 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -3706098.250000 Penalty: 3359.152832
	Iteration 24Q: 3 clusters Score -3706098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30550 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3706112.750000 Penalty: 3359.152832
	Iteration 25Q: 3 clusters Score -3706113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30548 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -3706119.500000 Penalty: 3359.152832
	Iteration 26Q: 3 clusters Score -3706120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30547 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3706123.500000 Penalty: 3359.152832
	Iteration 27Q: 3 clusters Score -3706124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3706122.750000 Penalty: 3359.152832
	Iteration 28Q: 3 clusters Score -3706123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3706131.000000 Penalty: 3359.152832
	Iteration 29Q: 3 clusters Score -3706131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30547 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3706140.750000 Penalty: 3359.152832
	Iteration 30Q: 3 clusters Score -3706141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30552 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3706145.250000 Penalty: 3359.152832
	Iteration 31Q: 3 clusters Score -3706145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30554 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3706156.250000 Penalty: 3359.152832
	Iteration 32Q: 3 clusters Score -3706156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30555 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3706160.750000 Penalty: 3359.152832
	Iteration 33Q: 3 clusters Score -3706161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30557 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3706167.500000 Penalty: 3359.152832
	Iteration 34Q: 3 clusters Score -3706168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30558 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3706164.250000 Penalty: 3359.152832
	Iteration 35Q: 3 clusters Score -3706164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30558 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3706164.250000 Penalty: 3359.152832
	Iteration 36F: 3 clusters Score -3706164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (12317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Entering Unmasked Estep 
Score: -1386505.250000 Penalty: 1530.544556
	Iteration 0F: 2 clusters Score -1386505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1377860.000000 Penalty: 3061.089111
	Iteration 0F: 3 clusters Score -1377860 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1380716.000000 Penalty: 3061.089111
	Iteration 1F: 3 clusters Score -1380716 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1380998.750000 Penalty: 3061.089111
	Iteration 2F: 3 clusters Score -1380999 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1381280.375000 Penalty: 3061.089111
	Iteration 3F: 3 clusters Score -1381280 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1381540.250000 Penalty: 3061.089111
	Iteration 4Q: 3 clusters Score -1381540 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1381793.500000 Penalty: 3061.089111
	Iteration 5Q: 3 clusters Score -1381794 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1382113.750000 Penalty: 3061.089111
	Iteration 6Q: 3 clusters Score -1382114 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1382481.625000 Penalty: 3061.089111
	Iteration 7Q: 3 clusters Score -1382482 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1382912.375000 Penalty: 3061.089111
	Iteration 8F: 3 clusters Score -1382912 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1383416.875000 Penalty: 3061.089111
	Iteration 9F: 3 clusters Score -1383417 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1383878.375000 Penalty: 3061.089111
	Iteration 10F: 3 clusters Score -1383878 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1384266.000000 Penalty: 3061.089111
	Iteration 11Q: 3 clusters Score -1384266 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1384574.875000 Penalty: 3061.089111
	Iteration 12Q: 3 clusters Score -1384575 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1384862.500000 Penalty: 3061.089111
	Iteration 13Q: 3 clusters Score -1384862 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1385149.500000 Penalty: 3061.089111
	Iteration 14Q: 3 clusters Score -1385150 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1385337.000000 Penalty: 3061.089111
	Iteration 15Q: 3 clusters Score -1385337 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1385419.375000 Penalty: 3061.089111
	Iteration 16Q: 3 clusters Score -1385419 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1385463.500000 Penalty: 3061.089111
	Iteration 17Q: 3 clusters Score -1385464 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1385492.250000 Penalty: 3061.089111
	Iteration 18Q: 3 clusters Score -1385492 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1385508.750000 Penalty: 3061.089111
	Iteration 19Q: 3 clusters Score -1385509 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1385520.625000 Penalty: 3061.089111
	Iteration 20F: 3 clusters Score -1385521 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1385548.125000 Penalty: 3061.089111
	Iteration 21Q: 3 clusters Score -1385548 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1385560.000000 Penalty: 3061.089111
	Iteration 22Q: 3 clusters Score -1385560 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1385566.375000 Penalty: 3061.089111
	Iteration 23Q: 3 clusters Score -1385566 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1385575.125000 Penalty: 3061.089111
	Iteration 24Q: 3 clusters Score -1385575 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1385583.500000 Penalty: 3061.089111
	Iteration 25Q: 3 clusters Score -1385584 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1385585.125000 Penalty: 3061.089111
	Iteration 26Q: 3 clusters Score -1385585 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1385590.000000 Penalty: 3061.089111
	Iteration 27Q: 3 clusters Score -1385590 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1385593.500000 Penalty: 3061.089111
	Iteration 28Q: 3 clusters Score -1385594 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1385595.375000 Penalty: 3061.089111
	Iteration 29Q: 3 clusters Score -1385595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1385598.125000 Penalty: 3061.089111
	Iteration 30Q: 3 clusters Score -1385598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1385595.000000 Penalty: 3061.089111
	Iteration 31Q: 3 clusters Score -1385595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1385601.125000 Penalty: 3061.089111
	Iteration 32Q: 3 clusters Score -1385601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1385600.000000 Penalty: 3061.089111
	Iteration 33Q: 3 clusters Score -1385600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1385603.875000 Penalty: 3061.089111
	Iteration 34Q: 3 clusters Score -1385604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1385604.125000 Penalty: 3061.089111
	Iteration 35Q: 3 clusters Score -1385604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1385605.125000 Penalty: 3061.089111
	Iteration 36Q: 3 clusters Score -1385605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1385605.750000 Penalty: 3061.089111
	Iteration 37Q: 3 clusters Score -1385606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1385604.500000 Penalty: 3061.089111
	Iteration 38Q: 3 clusters Score -1385604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1385605.000000 Penalty: 3061.089111
	Iteration 39Q: 3 clusters Score -1385605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1385605.500000 Penalty: 3061.089111
	Iteration 40F: 3 clusters Score -1385606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1385606.375000 Penalty: 3061.089111
	Iteration 41Q: 3 clusters Score -1385606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1385608.375000 Penalty: 3061.089111
	Iteration 42Q: 3 clusters Score -1385608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1385609.000000 Penalty: 3061.089111
	Iteration 43Q: 3 clusters Score -1385609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1385610.750000 Penalty: 3061.089111
	Iteration 44Q: 3 clusters Score -1385611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1385608.250000 Penalty: 3061.089111
	Iteration 45Q: 3 clusters Score -1385608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1385608.125000 Penalty: 3061.089111
	Iteration 46Q: 3 clusters Score -1385608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1385607.375000 Penalty: 3061.089111
	Iteration 47Q: 3 clusters Score -1385607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1385609.125000 Penalty: 3061.089111
	Iteration 48Q: 3 clusters Score -1385609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1385609.500000 Penalty: 3061.089111
	Iteration 49Q: 3 clusters Score -1385610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1385610.375000 Penalty: 3061.089111
	Iteration 50Q: 3 clusters Score -1385610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1385610.375000 Penalty: 3061.089111
	Iteration 51F: 3 clusters Score -1385610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Entering Unmasked Estep 
Score: -47348.148438 Penalty: 1025.065918
	Iteration 0F: 2 clusters Score -47348.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -46286.070312 Penalty: 2050.131836
	Iteration 0F: 3 clusters Score -46286.07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -46546.296875 Penalty: 2050.131836
	Iteration 1F: 3 clusters Score -46546.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -46608.527344 Penalty: 2050.131836
	Iteration 2F: 3 clusters Score -46608.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -46633.238281 Penalty: 2050.131836
	Iteration 3Q: 3 clusters Score -46633.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -46664.386719 Penalty: 2050.131836
	Iteration 4Q: 3 clusters Score -46664.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -46700.828125 Penalty: 2050.131836
	Iteration 5Q: 3 clusters Score -46700.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -46718.503906 Penalty: 2050.131836
	Iteration 6Q: 3 clusters Score -46718.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -46731.656250 Penalty: 2050.131836
	Iteration 7Q: 3 clusters Score -46731.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -46733.613281 Penalty: 2050.131836
	Iteration 8Q: 3 clusters Score -46733.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -46733.613281 Penalty: 2050.131836
	Iteration 9F: 3 clusters Score -46733.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Entering Unmasked Estep 
Score: -106763.398438 Penalty: 1122.672607
	Iteration 0F: 2 clusters Score -106763.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -105333.609375 Penalty: 2245.345215
	Iteration 0F: 3 clusters Score -105333.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -105574.359375 Penalty: 2245.345215
	Iteration 1F: 3 clusters Score -105574.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -105634.101562 Penalty: 2245.345215
	Iteration 2F: 3 clusters Score -105634.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -105671.757812 Penalty: 2245.345215
	Iteration 3Q: 3 clusters Score -105671.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -105688.000000 Penalty: 2245.345215
	Iteration 4Q: 3 clusters Score -105688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -105699.109375 Penalty: 2245.345215
	Iteration 5Q: 3 clusters Score -105699.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -105714.742188 Penalty: 2245.345215
	Iteration 6Q: 3 clusters Score -105714.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -105733.742188 Penalty: 2245.345215
	Iteration 7Q: 3 clusters Score -105733.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -105744.554688 Penalty: 2245.345215
	Iteration 8Q: 3 clusters Score -105744.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -105751.320312 Penalty: 2245.345215
	Iteration 9Q: 3 clusters Score -105751.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -105752.351562 Penalty: 2245.345215
	Iteration 10Q: 3 clusters Score -105752.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -105752.984375 Penalty: 2245.345215
	Iteration 11Q: 3 clusters Score -105753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -105754.804688 Penalty: 2245.345215
	Iteration 12Q: 3 clusters Score -105754.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -105756.234375 Penalty: 2245.345215
	Iteration 13Q: 3 clusters Score -105756.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -105757.593750 Penalty: 2245.345215
	Iteration 14Q: 3 clusters Score -105757.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -105758.781250 Penalty: 2245.345215
	Iteration 15Q: 3 clusters Score -105758.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -105759.320312 Penalty: 2245.345215
	Iteration 16Q: 3 clusters Score -105759.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -105762.460938 Penalty: 2245.345215
	Iteration 17Q: 3 clusters Score -105762.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -105764.484375 Penalty: 2245.345215
	Iteration 18Q: 3 clusters Score -105764.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -105764.929688 Penalty: 2245.345215
	Iteration 19Q: 3 clusters Score -105764.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -105764.929688 Penalty: 2245.345215
	Iteration 20F: 3 clusters Score -105764.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (5650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Entering Unmasked Estep 
Score: -666294.562500 Penalty: 1403.904297
	Iteration 0F: 2 clusters Score -666294.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -661840.937500 Penalty: 2807.808594
	Iteration 0F: 3 clusters Score -661840.9 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -663047.500000 Penalty: 2807.808594
	Iteration 1F: 3 clusters Score -663047.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -663235.500000 Penalty: 2807.808594
	Iteration 2F: 3 clusters Score -663235.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -663405.250000 Penalty: 2807.808594
	Iteration 3F: 3 clusters Score -663405.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -663598.187500 Penalty: 2807.808594
	Iteration 4Q: 3 clusters Score -663598.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -663785.500000 Penalty: 2807.808594
	Iteration 5Q: 3 clusters Score -663785.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -663963.562500 Penalty: 2807.808594
	Iteration 6Q: 3 clusters Score -663963.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -664112.500000 Penalty: 2807.808594
	Iteration 7Q: 3 clusters Score -664112.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -664261.500000 Penalty: 2807.808594
	Iteration 8Q: 3 clusters Score -664261.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -664439.312500 Penalty: 2807.808594
	Iteration 9Q: 3 clusters Score -664439.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -664638.625000 Penalty: 2807.808594
	Iteration 10Q: 3 clusters Score -664638.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -664863.000000 Penalty: 2807.808594
	Iteration 11Q: 3 clusters Score -664863 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -665073.812500 Penalty: 2807.808594
	Iteration 12Q: 3 clusters Score -665073.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -665217.562500 Penalty: 2807.808594
	Iteration 13Q: 3 clusters Score -665217.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -665310.875000 Penalty: 2807.808594
	Iteration 14Q: 3 clusters Score -665310.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -665356.375000 Penalty: 2807.808594
	Iteration 15Q: 3 clusters Score -665356.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -665381.437500 Penalty: 2807.808594
	Iteration 16Q: 3 clusters Score -665381.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -665401.062500 Penalty: 2807.808594
	Iteration 17Q: 3 clusters Score -665401.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -665423.937500 Penalty: 2807.808594
	Iteration 18Q: 3 clusters Score -665423.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -665448.062500 Penalty: 2807.808594
	Iteration 19Q: 3 clusters Score -665448.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -665459.687500 Penalty: 2807.808594
	Iteration 20F: 3 clusters Score -665459.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -665467.375000 Penalty: 2807.808594
	Iteration 21Q: 3 clusters Score -665467.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -665475.437500 Penalty: 2807.808594
	Iteration 22Q: 3 clusters Score -665475.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -665477.562500 Penalty: 2807.808594
	Iteration 23Q: 3 clusters Score -665477.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -665480.500000 Penalty: 2807.808594
	Iteration 24Q: 3 clusters Score -665480.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -665483.750000 Penalty: 2807.808594
	Iteration 25Q: 3 clusters Score -665483.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -665483.687500 Penalty: 2807.808594
	Iteration 26Q: 3 clusters Score -665483.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -665487.125000 Penalty: 2807.808594
	Iteration 27Q: 3 clusters Score -665487.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -665489.500000 Penalty: 2807.808594
	Iteration 28Q: 3 clusters Score -665489.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -665490.250000 Penalty: 2807.808594
	Iteration 29Q: 3 clusters Score -665490.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -665490.625000 Penalty: 2807.808594
	Iteration 30Q: 3 clusters Score -665490.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -665491.625000 Penalty: 2807.808594
	Iteration 31Q: 3 clusters Score -665491.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -665491.125000 Penalty: 2807.808594
	Iteration 32Q: 3 clusters Score -665491.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -665491.125000 Penalty: 2807.808594
	Iteration 33F: 3 clusters Score -665491.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (33157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Entering Unmasked Estep 
Score: -3979980.000000 Penalty: 1691.463989
	Iteration 0F: 2 clusters Score -3979980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -3957685.250000 Penalty: 3382.927979
	Iteration 0F: 3 clusters Score -3957685 nChanged 15325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -3966196.750000 Penalty: 3382.927979
	Iteration 1F: 3 clusters Score -3966197 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -3966592.000000 Penalty: 3382.927979
	Iteration 2Q: 3 clusters Score -3966592 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -3966993.000000 Penalty: 3382.927979
	Iteration 3Q: 3 clusters Score -3966993 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -3967415.250000 Penalty: 3382.927979
	Iteration 4Q: 3 clusters Score -3967415 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -3968049.750000 Penalty: 3382.927979
	Iteration 5Q: 3 clusters Score -3968050 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -3969095.250000 Penalty: 3382.927979
	Iteration 6F: 3 clusters Score -3969095 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -3970731.750000 Penalty: 3382.927979
	Iteration 7F: 3 clusters Score -3970732 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -3972962.000000 Penalty: 3382.927979
	Iteration 8F: 3 clusters Score -3972962 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29723 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -3975295.000000 Penalty: 3382.927979
	Iteration 9F: 3 clusters Score -3975295 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3977012.000000 Penalty: 3382.927979
	Iteration 10F: 3 clusters Score -3977012 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32502 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3977859.500000 Penalty: 3382.927979
	Iteration 11Q: 3 clusters Score -3977860 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32854 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3978213.500000 Penalty: 3382.927979
	Iteration 12Q: 3 clusters Score -3978214 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -3978331.250000 Penalty: 3382.927979
	Iteration 13Q: 3 clusters Score -3978331 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -3978386.000000 Penalty: 3382.927979
	Iteration 14Q: 3 clusters Score -3978386 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32989 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -3978422.250000 Penalty: 3382.927979
	Iteration 15Q: 3 clusters Score -3978422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32996 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -3978443.000000 Penalty: 3382.927979
	Iteration 16Q: 3 clusters Score -3978443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33000 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -3978454.000000 Penalty: 3382.927979
	Iteration 17Q: 3 clusters Score -3978454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33002 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -3978454.500000 Penalty: 3382.927979
	Iteration 18Q: 3 clusters Score -3978454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33002 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -3978454.500000 Penalty: 3382.927979
	Iteration 19F: 3 clusters Score -3978454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 197213 members 
Mstep: Class 3 contains 86018 members 
Mstep: Class 4 contains 12522 members 
Mstep: Class 5 contains 38333 members 
Mstep: Class 6 contains 40801 members 
Mstep: Class 7 contains 97598 members 
Mstep: Class 8 contains 19254 members 
Mstep: Class 9 contains 37700 members 
Mstep: Class 10 contains 9382 members 
Mstep: Class 11 contains 169 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8470 members 
Mstep: Class 14 contains 695 members 
Mstep: Class 15 contains 18582 members 
Mstep: Class 16 contains 70200 members 
Mstep: Class 17 contains 112053 members 
Mstep: Class 18 contains 112977 members 
Mstep: Class 19 contains 3472 members 
Mstep: Class 20 contains 78391 members 
Mstep: Class 21 contains 33768 members 
Mstep: Class 22 contains 27564 members 
Mstep: Class 23 contains 15057 members 
Mstep: Class 24 contains 3427 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 87273 members 
Mstep: Class 29 contains 5906 members 
Mstep: Class 30 contains 9470 members 
Mstep: Class 31 contains 70070 members 
Mstep: Class 32 contains 5035 members 
Mstep: Class 33 contains 37669 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1575 members 
Mstep: Class 37 contains 23829 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 16100 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 23529 members 
Mstep: Class 44 contains 108276 members 
Mstep: Class 45 contains 105705 members 
Mstep: Class 46 contains 453 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 30818 members 
Mstep: Class 49 contains 12317 members 
Mstep: Class 50 contains 549 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 5650 members 
Mstep: Class 53 contains 33157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194691152.000000 Penalty: 126004.695312
Iteration 159Q: 55 clusters Score -1.946912e+08 nChanged 8933
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 197208 members 
Mstep: Class 3 contains 86068 members 
Mstep: Class 4 contains 12549 members 
Mstep: Class 5 contains 37631 members 
Mstep: Class 6 contains 40769 members 
Mstep: Class 7 contains 97840 members 
Mstep: Class 8 contains 19165 members 
Mstep: Class 9 contains 37710 members 
Mstep: Class 10 contains 9385 members 
Mstep: Class 11 contains 169 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8501 members 
Mstep: Class 14 contains 695 members 
Mstep: Class 15 contains 18575 members 
Mstep: Class 16 contains 70160 members 
Mstep: Class 17 contains 112301 members 
Mstep: Class 18 contains 114331 members 
Mstep: Class 19 contains 3470 members 
Mstep: Class 20 contains 78241 members 
Mstep: Class 21 contains 33768 members 
Mstep: Class 22 contains 27662 members 
Mstep: Class 23 contains 14999 members 
Mstep: Class 24 contains 3440 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 87147 members 
Mstep: Class 29 contains 5910 members 
Mstep: Class 30 contains 9398 members 
Mstep: Class 31 contains 70268 members 
Mstep: Class 32 contains 5040 members 
Mstep: Class 33 contains 37692 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1577 members 
Mstep: Class 37 contains 24369 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 15745 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 23469 members 
Mstep: Class 44 contains 108408 members 
Mstep: Class 45 contains 105271 members 
Mstep: Class 46 contains 453 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 31197 members 
Mstep: Class 49 contains 12369 members 
Mstep: Class 50 contains 549 members 
Mstep: Class 51 contains 1002 members 
Mstep: Class 52 contains 5659 members 
Mstep: Class 53 contains 33465 members 
Mstep: Class 54 contains 89816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194692112.000000 Penalty: 126004.695312
Iteration 160F: 55 clusters Score -1.946921e+08 nChanged 9502
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 197190 members 
Mstep: Class 3 contains 85980 members 
Mstep: Class 4 contains 12514 members 
Mstep: Class 5 contains 37047 members 
Mstep: Class 6 contains 40617 members 
Mstep: Class 7 contains 97474 members 
Mstep: Class 8 contains 19074 members 
Mstep: Class 9 contains 37712 members 
Mstep: Class 10 contains 9387 members 
Mstep: Class 11 contains 171 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8528 members 
Mstep: Class 14 contains 695 members 
Mstep: Class 15 contains 18577 members 
Mstep: Class 16 contains 70111 members 
Mstep: Class 17 contains 112481 members 
Mstep: Class 18 contains 114982 members 
Mstep: Class 19 contains 3467 members 
Mstep: Class 20 contains 78125 members 
Mstep: Class 21 contains 33775 members 
Mstep: Class 22 contains 27217 members 
Mstep: Class 23 contains 14963 members 
Mstep: Class 24 contains 3461 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 86983 members 
Mstep: Class 29 contains 5916 members 
Mstep: Class 30 contains 9335 members 
Mstep: Class 31 contains 70460 members 
Mstep: Class 32 contains 5050 members 
Mstep: Class 33 contains 37643 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1577 members 
Mstep: Class 37 contains 24518 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 16007 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 23416 members 
Mstep: Class 44 contains 108639 members 
Mstep: Class 45 contains 104594 members 
Mstep: Class 46 contains 452 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 31572 members 
Mstep: Class 49 contains 12401 members 
Mstep: Class 50 contains 549 members 
Mstep: Class 51 contains 1002 members 
Mstep: Class 52 contains 5667 members 
Mstep: Class 53 contains 33769 members 
Mstep: Class 54 contains 90456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194692032.000000 Penalty: 126004.695312
Iteration 161Q: 55 clusters Score -1.94692e+08 nChanged 7872
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 197167 members 
Mstep: Class 3 contains 85908 members 
Mstep: Class 4 contains 12482 members 
Mstep: Class 5 contains 36510 members 
Mstep: Class 6 contains 40517 members 
Mstep: Class 7 contains 97154 members 
Mstep: Class 8 contains 18983 members 
Mstep: Class 9 contains 37699 members 
Mstep: Class 10 contains 9385 members 
Mstep: Class 11 contains 173 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8548 members 
Mstep: Class 14 contains 695 members 
Mstep: Class 15 contains 18592 members 
Mstep: Class 16 contains 70083 members 
Mstep: Class 17 contains 112685 members 
Mstep: Class 18 contains 115515 members 
Mstep: Class 19 contains 3466 members 
Mstep: Class 20 contains 77977 members 
Mstep: Class 21 contains 33782 members 
Mstep: Class 22 contains 26690 members 
Mstep: Class 23 contains 14925 members 
Mstep: Class 24 contains 3478 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 86857 members 
Mstep: Class 29 contains 5922 members 
Mstep: Class 30 contains 9285 members 
Mstep: Class 31 contains 70679 members 
Mstep: Class 32 contains 5058 members 
Mstep: Class 33 contains 37589 members 
Mstep: Class 34 contains 471 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1578 members 
Mstep: Class 37 contains 24723 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 16303 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 23370 members 
Mstep: Class 44 contains 108909 members 
Mstep: Class 45 contains 104016 members 
Mstep: Class 46 contains 452 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 31948 members 
Mstep: Class 49 contains 12427 members 
Mstep: Class 50 contains 549 members 
Mstep: Class 51 contains 1002 members 
Mstep: Class 52 contains 5670 members 
Mstep: Class 53 contains 34133 members 
Mstep: Class 54 contains 90771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194692480.000000 Penalty: 126004.695312
Iteration 162Q: 55 clusters Score -1.946925e+08 nChanged 7477
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 197145 members 
Mstep: Class 3 contains 85823 members 
Mstep: Class 4 contains 12472 members 
Mstep: Class 5 contains 35944 members 
Mstep: Class 6 contains 40439 members 
Mstep: Class 7 contains 96906 members 
Mstep: Class 8 contains 18881 members 
Mstep: Class 9 contains 37688 members 
Mstep: Class 10 contains 9370 members 
Mstep: Class 11 contains 174 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8558 members 
Mstep: Class 14 contains 696 members 
Mstep: Class 15 contains 18605 members 
Mstep: Class 16 contains 70056 members 
Mstep: Class 17 contains 112881 members 
Mstep: Class 18 contains 116009 members 
Mstep: Class 19 contains 3467 members 
Mstep: Class 20 contains 77871 members 
Mstep: Class 21 contains 33786 members 
Mstep: Class 22 contains 26373 members 
Mstep: Class 23 contains 14900 members 
Mstep: Class 24 contains 3491 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 86755 members 
Mstep: Class 29 contains 5924 members 
Mstep: Class 30 contains 9254 members 
Mstep: Class 31 contains 70868 members 
Mstep: Class 32 contains 5065 members 
Mstep: Class 33 contains 37554 members 
Mstep: Class 34 contains 471 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1577 members 
Mstep: Class 37 contains 24870 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 16493 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 23309 members 
Mstep: Class 44 contains 109182 members 
Mstep: Class 45 contains 103416 members 
Mstep: Class 46 contains 451 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 32331 members 
Mstep: Class 49 contains 12455 members 
Mstep: Class 50 contains 549 members 
Mstep: Class 51 contains 1002 members 
Mstep: Class 52 contains 5673 members 
Mstep: Class 53 contains 34422 members 
Mstep: Class 54 contains 91041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194692176.000000 Penalty: 126004.695312
Iteration 163Q: 55 clusters Score -1.946922e+08 nChanged 7278
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 197146 members 
Mstep: Class 3 contains 85779 members 
Mstep: Class 4 contains 12463 members 
Mstep: Class 5 contains 35426 members 
Mstep: Class 6 contains 40379 members 
Mstep: Class 7 contains 96700 members 
Mstep: Class 8 contains 18790 members 
Mstep: Class 9 contains 37702 members 
Mstep: Class 10 contains 9361 members 
Mstep: Class 11 contains 175 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8563 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 18614 members 
Mstep: Class 16 contains 70024 members 
Mstep: Class 17 contains 113152 members 
Mstep: Class 18 contains 116490 members 
Mstep: Class 19 contains 3468 members 
Mstep: Class 20 contains 77737 members 
Mstep: Class 21 contains 33783 members 
Mstep: Class 22 contains 26096 members 
Mstep: Class 23 contains 14843 members 
Mstep: Class 24 contains 3503 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 86686 members 
Mstep: Class 29 contains 5924 members 
Mstep: Class 30 contains 9213 members 
Mstep: Class 31 contains 71060 members 
Mstep: Class 32 contains 5076 members 
Mstep: Class 33 contains 37511 members 
Mstep: Class 34 contains 471 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1578 members 
Mstep: Class 37 contains 24997 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 16683 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 23231 members 
Mstep: Class 44 contains 109368 members 
Mstep: Class 45 contains 102740 members 
Mstep: Class 46 contains 450 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 32714 members 
Mstep: Class 49 contains 12478 members 
Mstep: Class 50 contains 549 members 
Mstep: Class 51 contains 1002 members 
Mstep: Class 52 contains 5676 members 
Mstep: Class 53 contains 34756 members 
Mstep: Class 54 contains 91222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194691648.000000 Penalty: 126004.695312
Iteration 164Q: 55 clusters Score -1.946916e+08 nChanged 7324
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 197163 members 
Mstep: Class 3 contains 85722 members 
Mstep: Class 4 contains 12448 members 
Mstep: Class 5 contains 35020 members 
Mstep: Class 6 contains 40326 members 
Mstep: Class 7 contains 96540 members 
Mstep: Class 8 contains 18701 members 
Mstep: Class 9 contains 37702 members 
Mstep: Class 10 contains 9354 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8571 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 18623 members 
Mstep: Class 16 contains 69995 members 
Mstep: Class 17 contains 113407 members 
Mstep: Class 18 contains 116887 members 
Mstep: Class 19 contains 3464 members 
Mstep: Class 20 contains 77640 members 
Mstep: Class 21 contains 33782 members 
Mstep: Class 22 contains 25842 members 
Mstep: Class 23 contains 14773 members 
Mstep: Class 24 contains 3509 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 86584 members 
Mstep: Class 29 contains 5927 members 
Mstep: Class 30 contains 9165 members 
Mstep: Class 31 contains 71309 members 
Mstep: Class 32 contains 5085 members 
Mstep: Class 33 contains 37514 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1579 members 
Mstep: Class 37 contains 25110 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 16858 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 23154 members 
Mstep: Class 44 contains 109481 members 
Mstep: Class 45 contains 101947 members 
Mstep: Class 46 contains 451 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 33119 members 
Mstep: Class 49 contains 12507 members 
Mstep: Class 50 contains 548 members 
Mstep: Class 51 contains 1002 members 
Mstep: Class 52 contains 5684 members 
Mstep: Class 53 contains 35085 members 
Mstep: Class 54 contains 91445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194691632.000000 Penalty: 126004.695312
Iteration 165Q: 55 clusters Score -1.946916e+08 nChanged 7179
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 197173 members 
Mstep: Class 3 contains 85670 members 
Mstep: Class 4 contains 12431 members 
Mstep: Class 5 contains 34590 members 
Mstep: Class 6 contains 40268 members 
Mstep: Class 7 contains 96416 members 
Mstep: Class 8 contains 18615 members 
Mstep: Class 9 contains 37710 members 
Mstep: Class 10 contains 9353 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8581 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 18625 members 
Mstep: Class 16 contains 69966 members 
Mstep: Class 17 contains 113594 members 
Mstep: Class 18 contains 117208 members 
Mstep: Class 19 contains 3462 members 
Mstep: Class 20 contains 77501 members 
Mstep: Class 21 contains 33784 members 
Mstep: Class 22 contains 25657 members 
Mstep: Class 23 contains 14708 members 
Mstep: Class 24 contains 3520 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 86530 members 
Mstep: Class 29 contains 5928 members 
Mstep: Class 30 contains 9144 members 
Mstep: Class 31 contains 71585 members 
Mstep: Class 32 contains 5090 members 
Mstep: Class 33 contains 37519 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1580 members 
Mstep: Class 37 contains 25218 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 17080 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 23068 members 
Mstep: Class 44 contains 109537 members 
Mstep: Class 45 contains 101172 members 
Mstep: Class 46 contains 452 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 33495 members 
Mstep: Class 49 contains 12529 members 
Mstep: Class 50 contains 548 members 
Mstep: Class 51 contains 1002 members 
Mstep: Class 52 contains 5690 members 
Mstep: Class 53 contains 35411 members 
Mstep: Class 54 contains 91707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194691696.000000 Penalty: 126004.695312
Iteration 166Q: 55 clusters Score -1.946917e+08 nChanged 7137
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 197174 members 
Mstep: Class 3 contains 85631 members 
Mstep: Class 4 contains 12420 members 
Mstep: Class 5 contains 34109 members 
Mstep: Class 6 contains 40188 members 
Mstep: Class 7 contains 96267 members 
Mstep: Class 8 contains 18545 members 
Mstep: Class 9 contains 37716 members 
Mstep: Class 10 contains 9348 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8592 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 18617 members 
Mstep: Class 16 contains 69944 members 
Mstep: Class 17 contains 113783 members 
Mstep: Class 18 contains 117457 members 
Mstep: Class 19 contains 3464 members 
Mstep: Class 20 contains 77385 members 
Mstep: Class 21 contains 33782 members 
Mstep: Class 22 contains 25622 members 
Mstep: Class 23 contains 14660 members 
Mstep: Class 24 contains 3526 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 86497 members 
Mstep: Class 29 contains 5929 members 
Mstep: Class 30 contains 9100 members 
Mstep: Class 31 contains 71899 members 
Mstep: Class 32 contains 5095 members 
Mstep: Class 33 contains 37505 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1580 members 
Mstep: Class 37 contains 25294 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 17268 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 22989 members 
Mstep: Class 44 contains 109621 members 
Mstep: Class 45 contains 100366 members 
Mstep: Class 46 contains 453 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 33866 members 
Mstep: Class 49 contains 12541 members 
Mstep: Class 50 contains 548 members 
Mstep: Class 51 contains 1003 members 
Mstep: Class 52 contains 5695 members 
Mstep: Class 53 contains 35711 members 
Mstep: Class 54 contains 92026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194691648.000000 Penalty: 126004.695312
Iteration 167Q: 55 clusters Score -1.946916e+08 nChanged 7174
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 197180 members 
Mstep: Class 3 contains 85613 members 
Mstep: Class 4 contains 12412 members 
Mstep: Class 5 contains 33687 members 
Mstep: Class 6 contains 40105 members 
Mstep: Class 7 contains 96128 members 
Mstep: Class 8 contains 18471 members 
Mstep: Class 9 contains 37717 members 
Mstep: Class 10 contains 9339 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8601 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 18621 members 
Mstep: Class 16 contains 69921 members 
Mstep: Class 17 contains 113957 members 
Mstep: Class 18 contains 117683 members 
Mstep: Class 19 contains 3462 members 
Mstep: Class 20 contains 77293 members 
Mstep: Class 21 contains 33778 members 
Mstep: Class 22 contains 25568 members 
Mstep: Class 23 contains 14614 members 
Mstep: Class 24 contains 3532 members 
Mstep: Class 25 contains 796 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 86467 members 
Mstep: Class 29 contains 5933 members 
Mstep: Class 30 contains 9049 members 
Mstep: Class 31 contains 72185 members 
Mstep: Class 32 contains 5100 members 
Mstep: Class 33 contains 37497 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1580 members 
Mstep: Class 37 contains 25389 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 17434 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 22906 members 
Mstep: Class 44 contains 109619 members 
Mstep: Class 45 contains 99515 members 
Mstep: Class 46 contains 456 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 34269 members 
Mstep: Class 49 contains 12559 members 
Mstep: Class 50 contains 547 members 
Mstep: Class 51 contains 1002 members 
Mstep: Class 52 contains 5693 members 
Mstep: Class 53 contains 36088 members 
Mstep: Class 54 contains 92328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194691376.000000 Penalty: 126004.695312
Iteration 168Q: 55 clusters Score -1.946914e+08 nChanged 7275
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 197202 members 
Mstep: Class 3 contains 85581 members 
Mstep: Class 4 contains 12405 members 
Mstep: Class 5 contains 33193 members 
Mstep: Class 6 contains 40040 members 
Mstep: Class 7 contains 95982 members 
Mstep: Class 8 contains 18388 members 
Mstep: Class 9 contains 37712 members 
Mstep: Class 10 contains 9334 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8605 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 18628 members 
Mstep: Class 16 contains 69901 members 
Mstep: Class 17 contains 114112 members 
Mstep: Class 18 contains 117819 members 
Mstep: Class 19 contains 3460 members 
Mstep: Class 20 contains 77218 members 
Mstep: Class 21 contains 33774 members 
Mstep: Class 22 contains 25578 members 
Mstep: Class 23 contains 14552 members 
Mstep: Class 24 contains 3541 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 86475 members 
Mstep: Class 29 contains 5948 members 
Mstep: Class 30 contains 9017 members 
Mstep: Class 31 contains 72452 members 
Mstep: Class 32 contains 5107 members 
Mstep: Class 33 contains 37503 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1580 members 
Mstep: Class 37 contains 25506 members 
Mstep: Class 38 contains 1237 members 
Mstep: Class 39 contains 17623 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 22808 members 
Mstep: Class 44 contains 109646 members 
Mstep: Class 45 contains 98647 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 34683 members 
Mstep: Class 49 contains 12567 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 1002 members 
Mstep: Class 52 contains 5693 members 
Mstep: Class 53 contains 36381 members 
Mstep: Class 54 contains 92693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194691920.000000 Penalty: 126004.695312
Iteration 169Q: 55 clusters Score -1.946919e+08 nChanged 7303
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 197212 members 
Mstep: Class 3 contains 85541 members 
Mstep: Class 4 contains 12401 members 
Mstep: Class 5 contains 32650 members 
Mstep: Class 6 contains 39976 members 
Mstep: Class 7 contains 95791 members 
Mstep: Class 8 contains 18302 members 
Mstep: Class 9 contains 37701 members 
Mstep: Class 10 contains 9327 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8614 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 18638 members 
Mstep: Class 16 contains 69886 members 
Mstep: Class 17 contains 114319 members 
Mstep: Class 18 contains 117898 members 
Mstep: Class 19 contains 3458 members 
Mstep: Class 20 contains 77121 members 
Mstep: Class 21 contains 33768 members 
Mstep: Class 22 contains 25599 members 
Mstep: Class 23 contains 14487 members 
Mstep: Class 24 contains 3551 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 86497 members 
Mstep: Class 29 contains 5956 members 
Mstep: Class 30 contains 9021 members 
Mstep: Class 31 contains 72743 members 
Mstep: Class 32 contains 5125 members 
Mstep: Class 33 contains 37464 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1580 members 
Mstep: Class 37 contains 25636 members 
Mstep: Class 38 contains 1237 members 
Mstep: Class 39 contains 17871 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 22712 members 
Mstep: Class 44 contains 109614 members 
Mstep: Class 45 contains 97807 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 35070 members 
Mstep: Class 49 contains 12585 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 5692 members 
Mstep: Class 53 contains 36675 members 
Mstep: Class 54 contains 93137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194692272.000000 Penalty: 126004.695312
Iteration 170Q: 55 clusters Score -1.946923e+08 nChanged 7587
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 197215 members 
Mstep: Class 3 contains 85498 members 
Mstep: Class 4 contains 12403 members 
Mstep: Class 5 contains 32091 members 
Mstep: Class 6 contains 39928 members 
Mstep: Class 7 contains 95549 members 
Mstep: Class 8 contains 18234 members 
Mstep: Class 9 contains 37693 members 
Mstep: Class 10 contains 9317 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8624 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 18646 members 
Mstep: Class 16 contains 69858 members 
Mstep: Class 17 contains 114523 members 
Mstep: Class 18 contains 117854 members 
Mstep: Class 19 contains 3460 members 
Mstep: Class 20 contains 77013 members 
Mstep: Class 21 contains 33767 members 
Mstep: Class 22 contains 25662 members 
Mstep: Class 23 contains 14421 members 
Mstep: Class 24 contains 3564 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 86548 members 
Mstep: Class 29 contains 5962 members 
Mstep: Class 30 contains 9020 members 
Mstep: Class 31 contains 73039 members 
Mstep: Class 32 contains 5145 members 
Mstep: Class 33 contains 37414 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1580 members 
Mstep: Class 37 contains 25769 members 
Mstep: Class 38 contains 1237 members 
Mstep: Class 39 contains 18144 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 22624 members 
Mstep: Class 44 contains 109651 members 
Mstep: Class 45 contains 96923 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 35457 members 
Mstep: Class 49 contains 12600 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 5689 members 
Mstep: Class 53 contains 37002 members 
Mstep: Class 54 contains 93583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194691712.000000 Penalty: 126004.695312
Iteration 171Q: 55 clusters Score -1.946917e+08 nChanged 7634
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 197221 members 
Mstep: Class 3 contains 85436 members 
Mstep: Class 4 contains 12408 members 
Mstep: Class 5 contains 31541 members 
Mstep: Class 6 contains 39888 members 
Mstep: Class 7 contains 95323 members 
Mstep: Class 8 contains 18175 members 
Mstep: Class 9 contains 37689 members 
Mstep: Class 10 contains 9312 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8626 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 18650 members 
Mstep: Class 16 contains 69831 members 
Mstep: Class 17 contains 114736 members 
Mstep: Class 18 contains 117659 members 
Mstep: Class 19 contains 3460 members 
Mstep: Class 20 contains 76835 members 
Mstep: Class 21 contains 33762 members 
Mstep: Class 22 contains 25748 members 
Mstep: Class 23 contains 14360 members 
Mstep: Class 24 contains 3577 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 86600 members 
Mstep: Class 29 contains 5961 members 
Mstep: Class 30 contains 9044 members 
Mstep: Class 31 contains 73329 members 
Mstep: Class 32 contains 5160 members 
Mstep: Class 33 contains 37377 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1580 members 
Mstep: Class 37 contains 25940 members 
Mstep: Class 38 contains 1237 members 
Mstep: Class 39 contains 18492 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 22535 members 
Mstep: Class 44 contains 109733 members 
Mstep: Class 45 contains 96053 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 35833 members 
Mstep: Class 49 contains 12617 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 5689 members 
Mstep: Class 53 contains 37282 members 
Mstep: Class 54 contains 94074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194692288.000000 Penalty: 126004.695312
Iteration 172Q: 55 clusters Score -1.946923e+08 nChanged 7554
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 197241 members 
Mstep: Class 3 contains 85387 members 
Mstep: Class 4 contains 12409 members 
Mstep: Class 5 contains 31006 members 
Mstep: Class 6 contains 39867 members 
Mstep: Class 7 contains 95071 members 
Mstep: Class 8 contains 18105 members 
Mstep: Class 9 contains 37687 members 
Mstep: Class 10 contains 9306 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8635 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 18655 members 
Mstep: Class 16 contains 69805 members 
Mstep: Class 17 contains 114949 members 
Mstep: Class 18 contains 117448 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 76646 members 
Mstep: Class 21 contains 33763 members 
Mstep: Class 22 contains 25748 members 
Mstep: Class 23 contains 14298 members 
Mstep: Class 24 contains 3595 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 86666 members 
Mstep: Class 29 contains 5960 members 
Mstep: Class 30 contains 9051 members 
Mstep: Class 31 contains 73605 members 
Mstep: Class 32 contains 5171 members 
Mstep: Class 33 contains 37345 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1580 members 
Mstep: Class 37 contains 26086 members 
Mstep: Class 38 contains 1237 members 
Mstep: Class 39 contains 18822 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 22450 members 
Mstep: Class 44 contains 109767 members 
Mstep: Class 45 contains 95210 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 36239 members 
Mstep: Class 49 contains 12632 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 5692 members 
Mstep: Class 53 contains 37626 members 
Mstep: Class 54 contains 94618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194691984.000000 Penalty: 126004.695312
Iteration 173Q: 55 clusters Score -1.94692e+08 nChanged 7690
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 197244 members 
Mstep: Class 3 contains 85363 members 
Mstep: Class 4 contains 12408 members 
Mstep: Class 5 contains 30480 members 
Mstep: Class 6 contains 39856 members 
Mstep: Class 7 contains 94877 members 
Mstep: Class 8 contains 18046 members 
Mstep: Class 9 contains 37694 members 
Mstep: Class 10 contains 9302 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8641 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 18664 members 
Mstep: Class 16 contains 69785 members 
Mstep: Class 17 contains 115144 members 
Mstep: Class 18 contains 117174 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 76480 members 
Mstep: Class 21 contains 33762 members 
Mstep: Class 22 contains 25804 members 
Mstep: Class 23 contains 14224 members 
Mstep: Class 24 contains 3612 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 86744 members 
Mstep: Class 29 contains 5965 members 
Mstep: Class 30 contains 9066 members 
Mstep: Class 31 contains 73803 members 
Mstep: Class 32 contains 5175 members 
Mstep: Class 33 contains 37322 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1581 members 
Mstep: Class 37 contains 26277 members 
Mstep: Class 38 contains 1237 members 
Mstep: Class 39 contains 19113 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 22374 members 
Mstep: Class 44 contains 109826 members 
Mstep: Class 45 contains 94322 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 36591 members 
Mstep: Class 49 contains 12645 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 5685 members 
Mstep: Class 53 contains 37939 members 
Mstep: Class 54 contains 95224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194692240.000000 Penalty: 126004.695312
Iteration 174Q: 55 clusters Score -1.946922e+08 nChanged 7629
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 197247 members 
Mstep: Class 3 contains 85322 members 
Mstep: Class 4 contains 12405 members 
Mstep: Class 5 contains 29961 members 
Mstep: Class 6 contains 39829 members 
Mstep: Class 7 contains 94748 members 
Mstep: Class 8 contains 17992 members 
Mstep: Class 9 contains 37708 members 
Mstep: Class 10 contains 9296 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8644 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 18675 members 
Mstep: Class 16 contains 69765 members 
Mstep: Class 17 contains 115387 members 
Mstep: Class 18 contains 116842 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 76342 members 
Mstep: Class 21 contains 33758 members 
Mstep: Class 22 contains 25902 members 
Mstep: Class 23 contains 14118 members 
Mstep: Class 24 contains 3632 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 86772 members 
Mstep: Class 29 contains 5963 members 
Mstep: Class 30 contains 9071 members 
Mstep: Class 31 contains 73986 members 
Mstep: Class 32 contains 5188 members 
Mstep: Class 33 contains 37273 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1581 members 
Mstep: Class 37 contains 26520 members 
Mstep: Class 38 contains 1236 members 
Mstep: Class 39 contains 19304 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 22299 members 
Mstep: Class 44 contains 109881 members 
Mstep: Class 45 contains 93510 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 36969 members 
Mstep: Class 49 contains 12662 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 5679 members 
Mstep: Class 53 contains 38252 members 
Mstep: Class 54 contains 95808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194692976.000000 Penalty: 126004.695312
Iteration 175Q: 55 clusters Score -1.94693e+08 nChanged 7655
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 197248 members 
Mstep: Class 3 contains 85271 members 
Mstep: Class 4 contains 12388 members 
Mstep: Class 5 contains 29458 members 
Mstep: Class 6 contains 39813 members 
Mstep: Class 7 contains 94564 members 
Mstep: Class 8 contains 17948 members 
Mstep: Class 9 contains 37713 members 
Mstep: Class 10 contains 9298 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8642 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 18688 members 
Mstep: Class 16 contains 69747 members 
Mstep: Class 17 contains 115659 members 
Mstep: Class 18 contains 116477 members 
Mstep: Class 19 contains 3462 members 
Mstep: Class 20 contains 76091 members 
Mstep: Class 21 contains 33754 members 
Mstep: Class 22 contains 26231 members 
Mstep: Class 23 contains 14038 members 
Mstep: Class 24 contains 3641 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 86785 members 
Mstep: Class 29 contains 5963 members 
Mstep: Class 30 contains 9089 members 
Mstep: Class 31 contains 74178 members 
Mstep: Class 32 contains 5205 members 
Mstep: Class 33 contains 37195 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1582 members 
Mstep: Class 37 contains 26717 members 
Mstep: Class 38 contains 1236 members 
Mstep: Class 39 contains 19435 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 22230 members 
Mstep: Class 44 contains 109971 members 
Mstep: Class 45 contains 92645 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 37370 members 
Mstep: Class 49 contains 12673 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 5675 members 
Mstep: Class 53 contains 38534 members 
Mstep: Class 54 contains 96430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194692784.000000 Penalty: 126004.695312
Iteration 176Q: 55 clusters Score -1.946928e+08 nChanged 7381
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 197233 members 
Mstep: Class 3 contains 85215 members 
Mstep: Class 4 contains 12372 members 
Mstep: Class 5 contains 28996 members 
Mstep: Class 6 contains 39787 members 
Mstep: Class 7 contains 94433 members 
Mstep: Class 8 contains 17905 members 
Mstep: Class 9 contains 37714 members 
Mstep: Class 10 contains 9296 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8644 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 18701 members 
Mstep: Class 16 contains 69724 members 
Mstep: Class 17 contains 115883 members 
Mstep: Class 18 contains 116044 members 
Mstep: Class 19 contains 3461 members 
Mstep: Class 20 contains 75923 members 
Mstep: Class 21 contains 33750 members 
Mstep: Class 22 contains 26573 members 
Mstep: Class 23 contains 13953 members 
Mstep: Class 24 contains 3644 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 86859 members 
Mstep: Class 29 contains 5968 members 
Mstep: Class 30 contains 9088 members 
Mstep: Class 31 contains 74304 members 
Mstep: Class 32 contains 5216 members 
Mstep: Class 33 contains 37098 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1582 members 
Mstep: Class 37 contains 26990 members 
Mstep: Class 38 contains 1236 members 
Mstep: Class 39 contains 19378 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 22137 members 
Mstep: Class 44 contains 110034 members 
Mstep: Class 45 contains 91877 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 37811 members 
Mstep: Class 49 contains 12695 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 5673 members 
Mstep: Class 53 contains 38825 members 
Mstep: Class 54 contains 97057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194692544.000000 Penalty: 126004.695312
Iteration 177Q: 55 clusters Score -1.946925e+08 nChanged 7320
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 197224 members 
Mstep: Class 3 contains 85155 members 
Mstep: Class 4 contains 12361 members 
Mstep: Class 5 contains 28740 members 
Mstep: Class 6 contains 39739 members 
Mstep: Class 7 contains 94328 members 
Mstep: Class 8 contains 17865 members 
Mstep: Class 9 contains 37710 members 
Mstep: Class 10 contains 9290 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8651 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 18718 members 
Mstep: Class 16 contains 69697 members 
Mstep: Class 17 contains 116161 members 
Mstep: Class 18 contains 115546 members 
Mstep: Class 19 contains 3458 members 
Mstep: Class 20 contains 75721 members 
Mstep: Class 21 contains 33748 members 
Mstep: Class 22 contains 26925 members 
Mstep: Class 23 contains 13890 members 
Mstep: Class 24 contains 3647 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 86919 members 
Mstep: Class 29 contains 5972 members 
Mstep: Class 30 contains 9094 members 
Mstep: Class 31 contains 74410 members 
Mstep: Class 32 contains 5219 members 
Mstep: Class 33 contains 36999 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1581 members 
Mstep: Class 37 contains 27329 members 
Mstep: Class 38 contains 1236 members 
Mstep: Class 39 contains 19214 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 22066 members 
Mstep: Class 44 contains 110121 members 
Mstep: Class 45 contains 91006 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 38206 members 
Mstep: Class 49 contains 12707 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 5669 members 
Mstep: Class 53 contains 39105 members 
Mstep: Class 54 contains 97687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194693040.000000 Penalty: 126004.695312
Iteration 178Q: 55 clusters Score -1.94693e+08 nChanged 7000
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 197225 members 
Mstep: Class 3 contains 85088 members 
Mstep: Class 4 contains 12353 members 
Mstep: Class 5 contains 28619 members 
Mstep: Class 6 contains 39704 members 
Mstep: Class 7 contains 94193 members 
Mstep: Class 8 contains 17824 members 
Mstep: Class 9 contains 37699 members 
Mstep: Class 10 contains 9285 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8651 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 18727 members 
Mstep: Class 16 contains 69682 members 
Mstep: Class 17 contains 116423 members 
Mstep: Class 18 contains 115096 members 
Mstep: Class 19 contains 3454 members 
Mstep: Class 20 contains 75520 members 
Mstep: Class 21 contains 33742 members 
Mstep: Class 22 contains 27171 members 
Mstep: Class 23 contains 13829 members 
Mstep: Class 24 contains 3646 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 86982 members 
Mstep: Class 29 contains 5978 members 
Mstep: Class 30 contains 9099 members 
Mstep: Class 31 contains 74559 members 
Mstep: Class 32 contains 5231 members 
Mstep: Class 33 contains 36858 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1580 members 
Mstep: Class 37 contains 27638 members 
Mstep: Class 38 contains 1236 members 
Mstep: Class 39 contains 18957 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 22008 members 
Mstep: Class 44 contains 110182 members 
Mstep: Class 45 contains 90197 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 38626 members 
Mstep: Class 49 contains 12721 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 5666 members 
Mstep: Class 53 contains 39410 members 
Mstep: Class 54 contains 98290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194692992.000000 Penalty: 126004.695312
Iteration 179Q: 55 clusters Score -1.94693e+08 nChanged 6654
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 197220 members 
Mstep: Class 3 contains 85012 members 
Mstep: Class 4 contains 12337 members 
Mstep: Class 5 contains 28721 members 
Mstep: Class 6 contains 39681 members 
Mstep: Class 7 contains 94079 members 
Mstep: Class 8 contains 17768 members 
Mstep: Class 9 contains 37691 members 
Mstep: Class 10 contains 9286 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8656 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 18735 members 
Mstep: Class 16 contains 69650 members 
Mstep: Class 17 contains 116641 members 
Mstep: Class 18 contains 114561 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 75352 members 
Mstep: Class 21 contains 33740 members 
Mstep: Class 22 contains 27273 members 
Mstep: Class 23 contains 13792 members 
Mstep: Class 24 contains 3646 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 87044 members 
Mstep: Class 29 contains 5981 members 
Mstep: Class 30 contains 9091 members 
Mstep: Class 31 contains 74681 members 
Mstep: Class 32 contains 5243 members 
Mstep: Class 33 contains 36756 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1580 members 
Mstep: Class 37 contains 27990 members 
Mstep: Class 38 contains 1236 members 
Mstep: Class 39 contains 18646 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 21976 members 
Mstep: Class 44 contains 110304 members 
Mstep: Class 45 contains 89361 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 39036 members 
Mstep: Class 49 contains 12741 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 5661 members 
Mstep: Class 53 contains 39615 members 
Mstep: Class 54 contains 98976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194693392.000000 Penalty: 126004.695312
Iteration 180F: 55 clusters Score -1.946934e+08 nChanged 7969
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 197216 members 
Mstep: Class 3 contains 84920 members 
Mstep: Class 4 contains 12317 members 
Mstep: Class 5 contains 28016 members 
Mstep: Class 6 contains 39643 members 
Mstep: Class 7 contains 93965 members 
Mstep: Class 8 contains 17696 members 
Mstep: Class 9 contains 37680 members 
Mstep: Class 10 contains 9280 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8658 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 18750 members 
Mstep: Class 16 contains 69625 members 
Mstep: Class 17 contains 116787 members 
Mstep: Class 18 contains 114045 members 
Mstep: Class 19 contains 3455 members 
Mstep: Class 20 contains 75196 members 
Mstep: Class 21 contains 33737 members 
Mstep: Class 22 contains 27389 members 
Mstep: Class 23 contains 13765 members 
Mstep: Class 24 contains 3650 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 87164 members 
Mstep: Class 29 contains 5985 members 
Mstep: Class 30 contains 9073 members 
Mstep: Class 31 contains 74809 members 
Mstep: Class 32 contains 5251 members 
Mstep: Class 33 contains 36665 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1581 members 
Mstep: Class 37 contains 28349 members 
Mstep: Class 38 contains 1236 members 
Mstep: Class 39 contains 19203 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 21921 members 
Mstep: Class 44 contains 110306 members 
Mstep: Class 45 contains 88585 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 39396 members 
Mstep: Class 49 contains 12762 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 5658 members 
Mstep: Class 53 contains 39778 members 
Mstep: Class 54 contains 99732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194693664.000000 Penalty: 126004.695312
Iteration 181Q: 55 clusters Score -1.946937e+08 nChanged 8296
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 197203 members 
Mstep: Class 3 contains 84845 members 
Mstep: Class 4 contains 12317 members 
Mstep: Class 5 contains 27243 members 
Mstep: Class 6 contains 39588 members 
Mstep: Class 7 contains 93880 members 
Mstep: Class 8 contains 17641 members 
Mstep: Class 9 contains 37667 members 
Mstep: Class 10 contains 9277 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8659 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 18755 members 
Mstep: Class 16 contains 69605 members 
Mstep: Class 17 contains 117050 members 
Mstep: Class 18 contains 113423 members 
Mstep: Class 19 contains 3460 members 
Mstep: Class 20 contains 74956 members 
Mstep: Class 21 contains 33732 members 
Mstep: Class 22 contains 27433 members 
Mstep: Class 23 contains 13727 members 
Mstep: Class 24 contains 3651 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 87253 members 
Mstep: Class 29 contains 5988 members 
Mstep: Class 30 contains 9038 members 
Mstep: Class 31 contains 74901 members 
Mstep: Class 32 contains 5265 members 
Mstep: Class 33 contains 36618 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1582 members 
Mstep: Class 37 contains 28770 members 
Mstep: Class 38 contains 1236 members 
Mstep: Class 39 contains 19712 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 21857 members 
Mstep: Class 44 contains 110320 members 
Mstep: Class 45 contains 87888 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 39769 members 
Mstep: Class 49 contains 12777 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 5656 members 
Mstep: Class 53 contains 39996 members 
Mstep: Class 54 contains 100520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194693904.000000 Penalty: 126004.695312
Iteration 182Q: 55 clusters Score -1.946939e+08 nChanged 8308
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 197194 members 
Mstep: Class 3 contains 84792 members 
Mstep: Class 4 contains 12311 members 
Mstep: Class 5 contains 26455 members 
Mstep: Class 6 contains 39545 members 
Mstep: Class 7 contains 93812 members 
Mstep: Class 8 contains 17570 members 
Mstep: Class 9 contains 37652 members 
Mstep: Class 10 contains 9274 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8664 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 18759 members 
Mstep: Class 16 contains 69582 members 
Mstep: Class 17 contains 117306 members 
Mstep: Class 18 contains 112911 members 
Mstep: Class 19 contains 3462 members 
Mstep: Class 20 contains 74720 members 
Mstep: Class 21 contains 33727 members 
Mstep: Class 22 contains 27409 members 
Mstep: Class 23 contains 13698 members 
Mstep: Class 24 contains 3650 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 87345 members 
Mstep: Class 29 contains 5992 members 
Mstep: Class 30 contains 9015 members 
Mstep: Class 31 contains 74960 members 
Mstep: Class 32 contains 5279 members 
Mstep: Class 33 contains 36601 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1582 members 
Mstep: Class 37 contains 29208 members 
Mstep: Class 38 contains 1236 members 
Mstep: Class 39 contains 20270 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 21804 members 
Mstep: Class 44 contains 110240 members 
Mstep: Class 45 contains 87145 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 40147 members 
Mstep: Class 49 contains 12793 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 5647 members 
Mstep: Class 53 contains 40208 members 
Mstep: Class 54 contains 101307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194694096.000000 Penalty: 126004.695312
Iteration 183Q: 55 clusters Score -1.946941e+08 nChanged 8581
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 197197 members 
Mstep: Class 3 contains 84731 members 
Mstep: Class 4 contains 12313 members 
Mstep: Class 5 contains 25740 members 
Mstep: Class 6 contains 39507 members 
Mstep: Class 7 contains 93732 members 
Mstep: Class 8 contains 17513 members 
Mstep: Class 9 contains 37636 members 
Mstep: Class 10 contains 9265 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8671 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 18765 members 
Mstep: Class 16 contains 69558 members 
Mstep: Class 17 contains 117542 members 
Mstep: Class 18 contains 112535 members 
Mstep: Class 19 contains 3463 members 
Mstep: Class 20 contains 74577 members 
Mstep: Class 21 contains 33723 members 
Mstep: Class 22 contains 27345 members 
Mstep: Class 23 contains 13651 members 
Mstep: Class 24 contains 3651 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 87469 members 
Mstep: Class 29 contains 5998 members 
Mstep: Class 30 contains 8966 members 
Mstep: Class 31 contains 75011 members 
Mstep: Class 32 contains 5300 members 
Mstep: Class 33 contains 36613 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1582 members 
Mstep: Class 37 contains 29692 members 
Mstep: Class 38 contains 1236 members 
Mstep: Class 39 contains 20803 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 21758 members 
Mstep: Class 44 contains 110090 members 
Mstep: Class 45 contains 86302 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 40455 members 
Mstep: Class 49 contains 12799 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 5635 members 
Mstep: Class 53 contains 40387 members 
Mstep: Class 54 contains 102080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194693056.000000 Penalty: 126004.695312
Iteration 184Q: 55 clusters Score -1.946931e+08 nChanged 8724
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 197201 members 
Mstep: Class 3 contains 84663 members 
Mstep: Class 4 contains 12296 members 
Mstep: Class 5 contains 24973 members 
Mstep: Class 6 contains 39464 members 
Mstep: Class 7 contains 93612 members 
Mstep: Class 8 contains 17453 members 
Mstep: Class 9 contains 37628 members 
Mstep: Class 10 contains 9260 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8678 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 18768 members 
Mstep: Class 16 contains 69539 members 
Mstep: Class 17 contains 117794 members 
Mstep: Class 18 contains 112278 members 
Mstep: Class 19 contains 3462 members 
Mstep: Class 20 contains 74344 members 
Mstep: Class 21 contains 33719 members 
Mstep: Class 22 contains 27354 members 
Mstep: Class 23 contains 13606 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 87565 members 
Mstep: Class 29 contains 6004 members 
Mstep: Class 30 contains 8913 members 
Mstep: Class 31 contains 75084 members 
Mstep: Class 32 contains 5319 members 
Mstep: Class 33 contains 36656 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1583 members 
Mstep: Class 37 contains 30188 members 
Mstep: Class 38 contains 1236 members 
Mstep: Class 39 contains 21332 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 21708 members 
Mstep: Class 44 contains 110009 members 
Mstep: Class 45 contains 85416 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 40804 members 
Mstep: Class 49 contains 12810 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 5626 members 
Mstep: Class 53 contains 40507 members 
Mstep: Class 54 contains 102813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194693664.000000 Penalty: 126004.695312
Iteration 185Q: 55 clusters Score -1.946937e+08 nChanged 8882
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 197192 members 
Mstep: Class 3 contains 84587 members 
Mstep: Class 4 contains 12304 members 
Mstep: Class 5 contains 24253 members 
Mstep: Class 6 contains 39429 members 
Mstep: Class 7 contains 93504 members 
Mstep: Class 8 contains 17384 members 
Mstep: Class 9 contains 37619 members 
Mstep: Class 10 contains 9256 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8688 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 18768 members 
Mstep: Class 16 contains 69517 members 
Mstep: Class 17 contains 118055 members 
Mstep: Class 18 contains 111934 members 
Mstep: Class 19 contains 3460 members 
Mstep: Class 20 contains 74105 members 
Mstep: Class 21 contains 33717 members 
Mstep: Class 22 contains 27399 members 
Mstep: Class 23 contains 13582 members 
Mstep: Class 24 contains 3654 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 87650 members 
Mstep: Class 29 contains 6006 members 
Mstep: Class 30 contains 8869 members 
Mstep: Class 31 contains 75128 members 
Mstep: Class 32 contains 5332 members 
Mstep: Class 33 contains 36708 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1583 members 
Mstep: Class 37 contains 30718 members 
Mstep: Class 38 contains 1236 members 
Mstep: Class 39 contains 21887 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 21670 members 
Mstep: Class 44 contains 109858 members 
Mstep: Class 45 contains 84472 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 41169 members 
Mstep: Class 49 contains 12822 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 5622 members 
Mstep: Class 53 contains 40696 members 
Mstep: Class 54 contains 103522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194694272.000000 Penalty: 126004.695312
Iteration 186Q: 55 clusters Score -1.946943e+08 nChanged 9103
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 197179 members 
Mstep: Class 3 contains 84501 members 
Mstep: Class 4 contains 12316 members 
Mstep: Class 5 contains 23511 members 
Mstep: Class 6 contains 39380 members 
Mstep: Class 7 contains 93399 members 
Mstep: Class 8 contains 17320 members 
Mstep: Class 9 contains 37614 members 
Mstep: Class 10 contains 9254 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8699 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 18778 members 
Mstep: Class 16 contains 69488 members 
Mstep: Class 17 contains 118291 members 
Mstep: Class 18 contains 111473 members 
Mstep: Class 19 contains 3459 members 
Mstep: Class 20 contains 73897 members 
Mstep: Class 21 contains 33717 members 
Mstep: Class 22 contains 27494 members 
Mstep: Class 23 contains 13551 members 
Mstep: Class 24 contains 3655 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 87756 members 
Mstep: Class 29 contains 6006 members 
Mstep: Class 30 contains 8818 members 
Mstep: Class 31 contains 75154 members 
Mstep: Class 32 contains 5344 members 
Mstep: Class 33 contains 36766 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1584 members 
Mstep: Class 37 contains 31311 members 
Mstep: Class 38 contains 1236 members 
Mstep: Class 39 contains 22386 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 21640 members 
Mstep: Class 44 contains 109731 members 
Mstep: Class 45 contains 83487 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 41576 members 
Mstep: Class 49 contains 12831 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 5610 members 
Mstep: Class 53 contains 40877 members 
Mstep: Class 54 contains 104325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194694064.000000 Penalty: 126004.695312
Iteration 187Q: 55 clusters Score -1.946941e+08 nChanged 9260
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 197177 members 
Mstep: Class 3 contains 84447 members 
Mstep: Class 4 contains 12301 members 
Mstep: Class 5 contains 22726 members 
Mstep: Class 6 contains 39344 members 
Mstep: Class 7 contains 93347 members 
Mstep: Class 8 contains 17272 members 
Mstep: Class 9 contains 37611 members 
Mstep: Class 10 contains 9252 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8701 members 
Mstep: Class 14 contains 697 members 
Mstep: Class 15 contains 18787 members 
Mstep: Class 16 contains 69455 members 
Mstep: Class 17 contains 118505 members 
Mstep: Class 18 contains 110971 members 
Mstep: Class 19 contains 3458 members 
Mstep: Class 20 contains 73690 members 
Mstep: Class 21 contains 33712 members 
Mstep: Class 22 contains 27515 members 
Mstep: Class 23 contains 13498 members 
Mstep: Class 24 contains 3657 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 87863 members 
Mstep: Class 29 contains 6007 members 
Mstep: Class 30 contains 8742 members 
Mstep: Class 31 contains 75219 members 
Mstep: Class 32 contains 5351 members 
Mstep: Class 33 contains 36878 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1585 members 
Mstep: Class 37 contains 31889 members 
Mstep: Class 38 contains 1236 members 
Mstep: Class 39 contains 22864 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 21614 members 
Mstep: Class 44 contains 109661 members 
Mstep: Class 45 contains 82514 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 41999 members 
Mstep: Class 49 contains 12843 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 5593 members 
Mstep: Class 53 contains 41072 members 
Mstep: Class 54 contains 105137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194694960.000000 Penalty: 126004.695312
Iteration 188Q: 55 clusters Score -1.94695e+08 nChanged 9329
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 197171 members 
Mstep: Class 3 contains 84377 members 
Mstep: Class 4 contains 12280 members 
Mstep: Class 5 contains 21990 members 
Mstep: Class 6 contains 39325 members 
Mstep: Class 7 contains 93273 members 
Mstep: Class 8 contains 17240 members 
Mstep: Class 9 contains 37612 members 
Mstep: Class 10 contains 9244 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8708 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 18792 members 
Mstep: Class 16 contains 69431 members 
Mstep: Class 17 contains 118641 members 
Mstep: Class 18 contains 110389 members 
Mstep: Class 19 contains 3457 members 
Mstep: Class 20 contains 73447 members 
Mstep: Class 21 contains 33713 members 
Mstep: Class 22 contains 27506 members 
Mstep: Class 23 contains 13443 members 
Mstep: Class 24 contains 3660 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 87976 members 
Mstep: Class 29 contains 6010 members 
Mstep: Class 30 contains 8681 members 
Mstep: Class 31 contains 75226 members 
Mstep: Class 32 contains 5359 members 
Mstep: Class 33 contains 37038 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1584 members 
Mstep: Class 37 contains 32482 members 
Mstep: Class 38 contains 1237 members 
Mstep: Class 39 contains 23431 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 21584 members 
Mstep: Class 44 contains 109578 members 
Mstep: Class 45 contains 81532 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 42468 members 
Mstep: Class 49 contains 12844 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 5585 members 
Mstep: Class 53 contains 41219 members 
Mstep: Class 54 contains 106047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194694720.000000 Penalty: 126004.695312
Iteration 189Q: 55 clusters Score -1.946947e+08 nChanged 9471
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 197163 members 
Mstep: Class 3 contains 84329 members 
Mstep: Class 4 contains 12256 members 
Mstep: Class 5 contains 21346 members 
Mstep: Class 6 contains 39319 members 
Mstep: Class 7 contains 93224 members 
Mstep: Class 8 contains 17196 members 
Mstep: Class 9 contains 37611 members 
Mstep: Class 10 contains 9243 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8711 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 18803 members 
Mstep: Class 16 contains 69404 members 
Mstep: Class 17 contains 118804 members 
Mstep: Class 18 contains 109826 members 
Mstep: Class 19 contains 3457 members 
Mstep: Class 20 contains 73244 members 
Mstep: Class 21 contains 33713 members 
Mstep: Class 22 contains 27570 members 
Mstep: Class 23 contains 13395 members 
Mstep: Class 24 contains 3659 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 88075 members 
Mstep: Class 29 contains 6013 members 
Mstep: Class 30 contains 8585 members 
Mstep: Class 31 contains 75217 members 
Mstep: Class 32 contains 5363 members 
Mstep: Class 33 contains 37215 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1584 members 
Mstep: Class 37 contains 33023 members 
Mstep: Class 38 contains 1237 members 
Mstep: Class 39 contains 23968 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 21545 members 
Mstep: Class 44 contains 109470 members 
Mstep: Class 45 contains 80423 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 42960 members 
Mstep: Class 49 contains 12859 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 5574 members 
Mstep: Class 53 contains 41329 members 
Mstep: Class 54 contains 106956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194695424.000000 Penalty: 126004.695312
Iteration 190Q: 55 clusters Score -1.946954e+08 nChanged 9274
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 197150 members 
Mstep: Class 3 contains 84279 members 
Mstep: Class 4 contains 12241 members 
Mstep: Class 5 contains 20697 members 
Mstep: Class 6 contains 39285 members 
Mstep: Class 7 contains 93121 members 
Mstep: Class 8 contains 17159 members 
Mstep: Class 9 contains 37604 members 
Mstep: Class 10 contains 9241 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8714 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 18807 members 
Mstep: Class 16 contains 69382 members 
Mstep: Class 17 contains 118936 members 
Mstep: Class 18 contains 109256 members 
Mstep: Class 19 contains 3457 members 
Mstep: Class 20 contains 73013 members 
Mstep: Class 21 contains 33713 members 
Mstep: Class 22 contains 27586 members 
Mstep: Class 23 contains 13355 members 
Mstep: Class 24 contains 3656 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 88178 members 
Mstep: Class 29 contains 6017 members 
Mstep: Class 30 contains 8492 members 
Mstep: Class 31 contains 75237 members 
Mstep: Class 32 contains 5368 members 
Mstep: Class 33 contains 37340 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1584 members 
Mstep: Class 37 contains 33541 members 
Mstep: Class 38 contains 1237 members 
Mstep: Class 39 contains 24551 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 21504 members 
Mstep: Class 44 contains 109378 members 
Mstep: Class 45 contains 79449 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 43489 members 
Mstep: Class 49 contains 12876 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 5556 members 
Mstep: Class 53 contains 41429 members 
Mstep: Class 54 contains 107897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696000.000000 Penalty: 126004.695312
Iteration 191Q: 55 clusters Score -1.94696e+08 nChanged 9362
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 197148 members 
Mstep: Class 3 contains 84250 members 
Mstep: Class 4 contains 12232 members 
Mstep: Class 5 contains 20141 members 
Mstep: Class 6 contains 39258 members 
Mstep: Class 7 contains 93013 members 
Mstep: Class 8 contains 17111 members 
Mstep: Class 9 contains 37603 members 
Mstep: Class 10 contains 9241 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8720 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 18808 members 
Mstep: Class 16 contains 69360 members 
Mstep: Class 17 contains 119066 members 
Mstep: Class 18 contains 108730 members 
Mstep: Class 19 contains 3458 members 
Mstep: Class 20 contains 72796 members 
Mstep: Class 21 contains 33708 members 
Mstep: Class 22 contains 27627 members 
Mstep: Class 23 contains 13309 members 
Mstep: Class 24 contains 3660 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 88283 members 
Mstep: Class 29 contains 6018 members 
Mstep: Class 30 contains 8388 members 
Mstep: Class 31 contains 75204 members 
Mstep: Class 32 contains 5368 members 
Mstep: Class 33 contains 37479 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1584 members 
Mstep: Class 37 contains 34173 members 
Mstep: Class 38 contains 1237 members 
Mstep: Class 39 contains 25026 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 21456 members 
Mstep: Class 44 contains 109337 members 
Mstep: Class 45 contains 78344 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 44021 members 
Mstep: Class 49 contains 12891 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 5539 members 
Mstep: Class 53 contains 41552 members 
Mstep: Class 54 contains 108731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194695936.000000 Penalty: 126004.695312
Iteration 192Q: 55 clusters Score -1.946959e+08 nChanged 9311
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 197147 members 
Mstep: Class 3 contains 84267 members 
Mstep: Class 4 contains 12226 members 
Mstep: Class 5 contains 19638 members 
Mstep: Class 6 contains 39238 members 
Mstep: Class 7 contains 92933 members 
Mstep: Class 8 contains 17054 members 
Mstep: Class 9 contains 37590 members 
Mstep: Class 10 contains 9236 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8724 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 18809 members 
Mstep: Class 16 contains 69335 members 
Mstep: Class 17 contains 119160 members 
Mstep: Class 18 contains 108226 members 
Mstep: Class 19 contains 3458 members 
Mstep: Class 20 contains 72595 members 
Mstep: Class 21 contains 33704 members 
Mstep: Class 22 contains 27670 members 
Mstep: Class 23 contains 13269 members 
Mstep: Class 24 contains 3664 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 88377 members 
Mstep: Class 29 contains 6018 members 
Mstep: Class 30 contains 8294 members 
Mstep: Class 31 contains 75180 members 
Mstep: Class 32 contains 5367 members 
Mstep: Class 33 contains 37638 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1585 members 
Mstep: Class 37 contains 34799 members 
Mstep: Class 38 contains 1237 members 
Mstep: Class 39 contains 25435 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 21418 members 
Mstep: Class 44 contains 109268 members 
Mstep: Class 45 contains 77233 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 44569 members 
Mstep: Class 49 contains 12914 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 5524 members 
Mstep: Class 53 contains 41625 members 
Mstep: Class 54 contains 109533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194695968.000000 Penalty: 126004.695312
Iteration 193Q: 55 clusters Score -1.94696e+08 nChanged 8776
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 197137 members 
Mstep: Class 3 contains 84280 members 
Mstep: Class 4 contains 12215 members 
Mstep: Class 5 contains 19249 members 
Mstep: Class 6 contains 39206 members 
Mstep: Class 7 contains 92825 members 
Mstep: Class 8 contains 16999 members 
Mstep: Class 9 contains 37584 members 
Mstep: Class 10 contains 9233 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8729 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 18805 members 
Mstep: Class 16 contains 69312 members 
Mstep: Class 17 contains 119214 members 
Mstep: Class 18 contains 107780 members 
Mstep: Class 19 contains 3458 members 
Mstep: Class 20 contains 72400 members 
Mstep: Class 21 contains 33697 members 
Mstep: Class 22 contains 27736 members 
Mstep: Class 23 contains 13253 members 
Mstep: Class 24 contains 3668 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 88499 members 
Mstep: Class 29 contains 6022 members 
Mstep: Class 30 contains 8239 members 
Mstep: Class 31 contains 75142 members 
Mstep: Class 32 contains 5369 members 
Mstep: Class 33 contains 37801 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1585 members 
Mstep: Class 37 contains 35415 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 25795 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 21359 members 
Mstep: Class 44 contains 109148 members 
Mstep: Class 45 contains 76066 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 45135 members 
Mstep: Class 49 contains 12932 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 5512 members 
Mstep: Class 53 contains 41763 members 
Mstep: Class 54 contains 110224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696336.000000 Penalty: 126004.695312
Iteration 194Q: 55 clusters Score -1.946963e+08 nChanged 8473
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 197139 members 
Mstep: Class 3 contains 84336 members 
Mstep: Class 4 contains 12231 members 
Mstep: Class 5 contains 18970 members 
Mstep: Class 6 contains 39157 members 
Mstep: Class 7 contains 92723 members 
Mstep: Class 8 contains 16949 members 
Mstep: Class 9 contains 37567 members 
Mstep: Class 10 contains 9226 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8735 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 18806 members 
Mstep: Class 16 contains 69280 members 
Mstep: Class 17 contains 119285 members 
Mstep: Class 18 contains 107393 members 
Mstep: Class 19 contains 3460 members 
Mstep: Class 20 contains 72239 members 
Mstep: Class 21 contains 33691 members 
Mstep: Class 22 contains 27805 members 
Mstep: Class 23 contains 13239 members 
Mstep: Class 24 contains 3670 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 88580 members 
Mstep: Class 29 contains 6023 members 
Mstep: Class 30 contains 8172 members 
Mstep: Class 31 contains 75066 members 
Mstep: Class 32 contains 5379 members 
Mstep: Class 33 contains 37943 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1585 members 
Mstep: Class 37 contains 36101 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 25965 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 21290 members 
Mstep: Class 44 contains 109067 members 
Mstep: Class 45 contains 74948 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 45685 members 
Mstep: Class 49 contains 12940 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 5506 members 
Mstep: Class 53 contains 41924 members 
Mstep: Class 54 contains 110787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696368.000000 Penalty: 126004.695312
Iteration 195Q: 55 clusters Score -1.946964e+08 nChanged 7627
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 197129 members 
Mstep: Class 3 contains 84354 members 
Mstep: Class 4 contains 12216 members 
Mstep: Class 5 contains 18800 members 
Mstep: Class 6 contains 39116 members 
Mstep: Class 7 contains 92638 members 
Mstep: Class 8 contains 16899 members 
Mstep: Class 9 contains 37556 members 
Mstep: Class 10 contains 9217 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8741 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 18812 members 
Mstep: Class 16 contains 69260 members 
Mstep: Class 17 contains 119295 members 
Mstep: Class 18 contains 107166 members 
Mstep: Class 19 contains 3459 members 
Mstep: Class 20 contains 72042 members 
Mstep: Class 21 contains 33685 members 
Mstep: Class 22 contains 27833 members 
Mstep: Class 23 contains 13224 members 
Mstep: Class 24 contains 3672 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 88666 members 
Mstep: Class 29 contains 6025 members 
Mstep: Class 30 contains 8090 members 
Mstep: Class 31 contains 74918 members 
Mstep: Class 32 contains 5388 members 
Mstep: Class 33 contains 38081 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1585 members 
Mstep: Class 37 contains 36823 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 25980 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 21224 members 
Mstep: Class 44 contains 108963 members 
Mstep: Class 45 contains 73999 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 46324 members 
Mstep: Class 49 contains 12946 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 5497 members 
Mstep: Class 53 contains 42061 members 
Mstep: Class 54 contains 111216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696416.000000 Penalty: 126004.695312
Iteration 196Q: 55 clusters Score -1.946964e+08 nChanged 6954
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 197113 members 
Mstep: Class 3 contains 84374 members 
Mstep: Class 4 contains 12210 members 
Mstep: Class 5 contains 18741 members 
Mstep: Class 6 contains 39083 members 
Mstep: Class 7 contains 92537 members 
Mstep: Class 8 contains 16853 members 
Mstep: Class 9 contains 37547 members 
Mstep: Class 10 contains 9206 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8741 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 18816 members 
Mstep: Class 16 contains 69249 members 
Mstep: Class 17 contains 119286 members 
Mstep: Class 18 contains 107023 members 
Mstep: Class 19 contains 3459 members 
Mstep: Class 20 contains 71909 members 
Mstep: Class 21 contains 33681 members 
Mstep: Class 22 contains 27850 members 
Mstep: Class 23 contains 13211 members 
Mstep: Class 24 contains 3675 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 88740 members 
Mstep: Class 29 contains 6028 members 
Mstep: Class 30 contains 8006 members 
Mstep: Class 31 contains 74717 members 
Mstep: Class 32 contains 5397 members 
Mstep: Class 33 contains 38190 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1585 members 
Mstep: Class 37 contains 37497 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 25853 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 21183 members 
Mstep: Class 44 contains 108812 members 
Mstep: Class 45 contains 73165 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 46896 members 
Mstep: Class 49 contains 12955 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 5494 members 
Mstep: Class 53 contains 42226 members 
Mstep: Class 54 contains 111627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696032.000000 Penalty: 126004.695312
Iteration 197Q: 55 clusters Score -1.94696e+08 nChanged 6526
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 197085 members 
Mstep: Class 3 contains 84380 members 
Mstep: Class 4 contains 12214 members 
Mstep: Class 5 contains 18945 members 
Mstep: Class 6 contains 39044 members 
Mstep: Class 7 contains 92419 members 
Mstep: Class 8 contains 16802 members 
Mstep: Class 9 contains 37546 members 
Mstep: Class 10 contains 9204 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8741 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 18822 members 
Mstep: Class 16 contains 69235 members 
Mstep: Class 17 contains 119323 members 
Mstep: Class 18 contains 106855 members 
Mstep: Class 19 contains 3459 members 
Mstep: Class 20 contains 71717 members 
Mstep: Class 21 contains 33676 members 
Mstep: Class 22 contains 27794 members 
Mstep: Class 23 contains 13197 members 
Mstep: Class 24 contains 3678 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 88781 members 
Mstep: Class 29 contains 6031 members 
Mstep: Class 30 contains 7926 members 
Mstep: Class 31 contains 74425 members 
Mstep: Class 32 contains 5409 members 
Mstep: Class 33 contains 38304 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1586 members 
Mstep: Class 37 contains 38217 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 25661 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 21118 members 
Mstep: Class 44 contains 108708 members 
Mstep: Class 45 contains 72287 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 47545 members 
Mstep: Class 49 contains 12969 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 5489 members 
Mstep: Class 53 contains 42394 members 
Mstep: Class 54 contains 111997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194695440.000000 Penalty: 126004.695312
Iteration 198Q: 55 clusters Score -1.946954e+08 nChanged 6163
Entering ConstructFrom: 
Score: -194695440.000000 Penalty: 126004.695312
Entering ConstructFrom: 
Trying to split cluster 1 (20912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Entering Unmasked Estep 
Score: -2430590.250000 Penalty: 1616.562744
	Iteration 0F: 2 clusters Score -2430590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -2416236.250000 Penalty: 3233.125488
	Iteration 0F: 3 clusters Score -2416236 nChanged 9550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -2421410.000000 Penalty: 3233.125488
	Iteration 1F: 3 clusters Score -2421410 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -2421688.250000 Penalty: 3233.125488
	Iteration 2Q: 3 clusters Score -2421688 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -2421952.500000 Penalty: 3233.125488
	Iteration 3Q: 3 clusters Score -2421952 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -2422263.500000 Penalty: 3233.125488
	Iteration 4Q: 3 clusters Score -2422264 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -2422637.000000 Penalty: 3233.125488
	Iteration 5Q: 3 clusters Score -2422637 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -2423213.000000 Penalty: 3233.125488
	Iteration 6Q: 3 clusters Score -2423213 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -2423989.000000 Penalty: 3233.125488
	Iteration 7F: 3 clusters Score -2423989 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -2424993.750000 Penalty: 3233.125488
	Iteration 8F: 3 clusters Score -2424994 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -2426116.250000 Penalty: 3233.125488
	Iteration 9F: 3 clusters Score -2426116 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2427097.000000 Penalty: 3233.125488
	Iteration 10F: 3 clusters Score -2427097 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2427841.750000 Penalty: 3233.125488
	Iteration 11Q: 3 clusters Score -2427842 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2428264.000000 Penalty: 3233.125488
	Iteration 12Q: 3 clusters Score -2428264 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2428516.000000 Penalty: 3233.125488
	Iteration 13Q: 3 clusters Score -2428516 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2428687.750000 Penalty: 3233.125488
	Iteration 14Q: 3 clusters Score -2428688 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2428793.250000 Penalty: 3233.125488
	Iteration 15Q: 3 clusters Score -2428793 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2428874.750000 Penalty: 3233.125488
	Iteration 16Q: 3 clusters Score -2428875 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2428932.500000 Penalty: 3233.125488
	Iteration 17Q: 3 clusters Score -2428932 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2428974.250000 Penalty: 3233.125488
	Iteration 18Q: 3 clusters Score -2428974 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2429009.000000 Penalty: 3233.125488
	Iteration 19Q: 3 clusters Score -2429009 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2429046.250000 Penalty: 3233.125488
	Iteration 20F: 3 clusters Score -2429046 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2429071.750000 Penalty: 3233.125488
	Iteration 21Q: 3 clusters Score -2429072 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2429095.250000 Penalty: 3233.125488
	Iteration 22Q: 3 clusters Score -2429095 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2429113.000000 Penalty: 3233.125488
	Iteration 23Q: 3 clusters Score -2429113 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2429130.750000 Penalty: 3233.125488
	Iteration 24Q: 3 clusters Score -2429131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2429141.000000 Penalty: 3233.125488
	Iteration 25Q: 3 clusters Score -2429141 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2429145.250000 Penalty: 3233.125488
	Iteration 26Q: 3 clusters Score -2429145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2429145.250000 Penalty: 3233.125488
	Iteration 27Q: 3 clusters Score -2429145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2429147.250000 Penalty: 3233.125488
	Iteration 28Q: 3 clusters Score -2429147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2429148.250000 Penalty: 3233.125488
	Iteration 29Q: 3 clusters Score -2429148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2429150.500000 Penalty: 3233.125488
	Iteration 30Q: 3 clusters Score -2429150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2429154.250000 Penalty: 3233.125488
	Iteration 31Q: 3 clusters Score -2429154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2429155.250000 Penalty: 3233.125488
	Iteration 32Q: 3 clusters Score -2429155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2429159.750000 Penalty: 3233.125488
	Iteration 33Q: 3 clusters Score -2429160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2429159.000000 Penalty: 3233.125488
	Iteration 34Q: 3 clusters Score -2429159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2429166.000000 Penalty: 3233.125488
	Iteration 35Q: 3 clusters Score -2429166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2429167.750000 Penalty: 3233.125488
	Iteration 36Q: 3 clusters Score -2429168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2429168.500000 Penalty: 3233.125488
	Iteration 37Q: 3 clusters Score -2429168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2429168.500000 Penalty: 3233.125488
	Iteration 38F: 3 clusters Score -2429168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (197067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197067 members 
Entering Unmasked Estep 
Score: -22580094.000000 Penalty: 1981.086182
	Iteration 0F: 2 clusters Score -2.258009e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98808 members 
Mstep: Class 2 contains 98259 members 
Entering Unmasked Estep 
Score: -22472828.000000 Penalty: 3962.172363
	Iteration 0F: 3 clusters Score -2.247283e+07 nChanged 95464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102748 members 
Mstep: Class 2 contains 94319 members 
Entering Unmasked Estep 
Score: -22528938.000000 Penalty: 3962.172363
	Iteration 1F: 3 clusters Score -2.252894e+07 nChanged 7103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104979 members 
Mstep: Class 2 contains 92088 members 
Entering Unmasked Estep 
Score: -22530558.000000 Penalty: 3962.172363
	Iteration 2Q: 3 clusters Score -2.253056e+07 nChanged 8172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108035 members 
Mstep: Class 2 contains 89032 members 
Entering Unmasked Estep 
Score: -22532658.000000 Penalty: 3962.172363
	Iteration 3Q: 3 clusters Score -2.253266e+07 nChanged 9544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111917 members 
Mstep: Class 2 contains 85150 members 
Entering Unmasked Estep 
Score: -22536258.000000 Penalty: 3962.172363
	Iteration 4Q: 3 clusters Score -2.253626e+07 nChanged 11320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116149 members 
Mstep: Class 2 contains 80918 members 
Entering Unmasked Estep 
Score: -22541866.000000 Penalty: 3962.172363
	Iteration 5F: 3 clusters Score -2.254187e+07 nChanged 13051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119342 members 
Mstep: Class 2 contains 77725 members 
Entering Unmasked Estep 
Score: -22550336.000000 Penalty: 3962.172363
	Iteration 6F: 3 clusters Score -2.255034e+07 nChanged 13723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119807 members 
Mstep: Class 2 contains 77260 members 
Entering Unmasked Estep 
Score: -22559290.000000 Penalty: 3962.172363
	Iteration 7F: 3 clusters Score -2.255929e+07 nChanged 11898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117349 members 
Mstep: Class 2 contains 79718 members 
Entering Unmasked Estep 
Score: -22563912.000000 Penalty: 3962.172363
	Iteration 8F: 3 clusters Score -2.256391e+07 nChanged 7545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113812 members 
Mstep: Class 2 contains 83255 members 
Entering Unmasked Estep 
Score: -22565126.000000 Penalty: 3962.172363
	Iteration 9Q: 3 clusters Score -2.256513e+07 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110056 members 
Mstep: Class 2 contains 87011 members 
Entering Unmasked Estep 
Score: -22565810.000000 Penalty: 3962.172363
	Iteration 10Q: 3 clusters Score -2.256581e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106235 members 
Mstep: Class 2 contains 90832 members 
Entering Unmasked Estep 
Score: -22566312.000000 Penalty: 3962.172363
	Iteration 11Q: 3 clusters Score -2.256631e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102565 members 
Mstep: Class 2 contains 94502 members 
Entering Unmasked Estep 
Score: -22567076.000000 Penalty: 3962.172363
	Iteration 12Q: 3 clusters Score -2.256708e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99272 members 
Mstep: Class 2 contains 97795 members 
Entering Unmasked Estep 
Score: -22567640.000000 Penalty: 3962.172363
	Iteration 13Q: 3 clusters Score -2.256764e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96618 members 
Mstep: Class 2 contains 100449 members 
Entering Unmasked Estep 
Score: -22568164.000000 Penalty: 3962.172363
	Iteration 14Q: 3 clusters Score -2.256816e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94288 members 
Mstep: Class 2 contains 102779 members 
Entering Unmasked Estep 
Score: -22568462.000000 Penalty: 3962.172363
	Iteration 15Q: 3 clusters Score -2.256846e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92514 members 
Mstep: Class 2 contains 104553 members 
Entering Unmasked Estep 
Score: -22568676.000000 Penalty: 3962.172363
	Iteration 16Q: 3 clusters Score -2.256868e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91175 members 
Mstep: Class 2 contains 105892 members 
Entering Unmasked Estep 
Score: -22569012.000000 Penalty: 3962.172363
	Iteration 17Q: 3 clusters Score -2.256901e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90274 members 
Mstep: Class 2 contains 106793 members 
Entering Unmasked Estep 
Score: -22569276.000000 Penalty: 3962.172363
	Iteration 18Q: 3 clusters Score -2.256928e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89635 members 
Mstep: Class 2 contains 107432 members 
Entering Unmasked Estep 
Score: -22569456.000000 Penalty: 3962.172363
	Iteration 19Q: 3 clusters Score -2.256946e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88995 members 
Mstep: Class 2 contains 108072 members 
Entering Unmasked Estep 
Score: -22569704.000000 Penalty: 3962.172363
	Iteration 20F: 3 clusters Score -2.25697e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88368 members 
Mstep: Class 2 contains 108699 members 
Entering Unmasked Estep 
Score: -22569888.000000 Penalty: 3962.172363
	Iteration 21Q: 3 clusters Score -2.256989e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87648 members 
Mstep: Class 2 contains 109419 members 
Entering Unmasked Estep 
Score: -22570102.000000 Penalty: 3962.172363
	Iteration 22Q: 3 clusters Score -2.25701e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86798 members 
Mstep: Class 2 contains 110269 members 
Entering Unmasked Estep 
Score: -22570314.000000 Penalty: 3962.172363
	Iteration 23Q: 3 clusters Score -2.257031e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85941 members 
Mstep: Class 2 contains 111126 members 
Entering Unmasked Estep 
Score: -22570486.000000 Penalty: 3962.172363
	Iteration 24Q: 3 clusters Score -2.257049e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85060 members 
Mstep: Class 2 contains 112007 members 
Entering Unmasked Estep 
Score: -22570674.000000 Penalty: 3962.172363
	Iteration 25Q: 3 clusters Score -2.257067e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84255 members 
Mstep: Class 2 contains 112812 members 
Entering Unmasked Estep 
Score: -22570808.000000 Penalty: 3962.172363
	Iteration 26Q: 3 clusters Score -2.257081e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83437 members 
Mstep: Class 2 contains 113630 members 
Entering Unmasked Estep 
Score: -22570986.000000 Penalty: 3962.172363
	Iteration 27Q: 3 clusters Score -2.257099e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82618 members 
Mstep: Class 2 contains 114449 members 
Entering Unmasked Estep 
Score: -22571288.000000 Penalty: 3962.172363
	Iteration 28Q: 3 clusters Score -2.257129e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81896 members 
Mstep: Class 2 contains 115171 members 
Entering Unmasked Estep 
Score: -22571518.000000 Penalty: 3962.172363
	Iteration 29Q: 3 clusters Score -2.257152e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81296 members 
Mstep: Class 2 contains 115771 members 
Entering Unmasked Estep 
Score: -22571772.000000 Penalty: 3962.172363
	Iteration 30Q: 3 clusters Score -2.257177e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80764 members 
Mstep: Class 2 contains 116303 members 
Entering Unmasked Estep 
Score: -22571978.000000 Penalty: 3962.172363
	Iteration 31Q: 3 clusters Score -2.257198e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80323 members 
Mstep: Class 2 contains 116744 members 
Entering Unmasked Estep 
Score: -22572144.000000 Penalty: 3962.172363
	Iteration 32Q: 3 clusters Score -2.257214e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79919 members 
Mstep: Class 2 contains 117148 members 
Entering Unmasked Estep 
Score: -22572230.000000 Penalty: 3962.172363
	Iteration 33Q: 3 clusters Score -2.257223e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79412 members 
Mstep: Class 2 contains 117655 members 
Entering Unmasked Estep 
Score: -22572424.000000 Penalty: 3962.172363
	Iteration 34Q: 3 clusters Score -2.257242e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78807 members 
Mstep: Class 2 contains 118260 members 
Entering Unmasked Estep 
Score: -22572684.000000 Penalty: 3962.172363
	Iteration 35Q: 3 clusters Score -2.257268e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78175 members 
Mstep: Class 2 contains 118892 members 
Entering Unmasked Estep 
Score: -22572894.000000 Penalty: 3962.172363
	Iteration 36Q: 3 clusters Score -2.257289e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77525 members 
Mstep: Class 2 contains 119542 members 
Entering Unmasked Estep 
Score: -22573108.000000 Penalty: 3962.172363
	Iteration 37Q: 3 clusters Score -2.257311e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76869 members 
Mstep: Class 2 contains 120198 members 
Entering Unmasked Estep 
Score: -22573422.000000 Penalty: 3962.172363
	Iteration 38Q: 3 clusters Score -2.257342e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76148 members 
Mstep: Class 2 contains 120919 members 
Entering Unmasked Estep 
Score: -22573494.000000 Penalty: 3962.172363
	Iteration 39Q: 3 clusters Score -2.257349e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75407 members 
Mstep: Class 2 contains 121660 members 
Entering Unmasked Estep 
Score: -22573580.000000 Penalty: 3962.172363
	Iteration 40F: 3 clusters Score -2.257358e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74627 members 
Mstep: Class 2 contains 122440 members 
Entering Unmasked Estep 
Score: -22573796.000000 Penalty: 3962.172363
	Iteration 41Q: 3 clusters Score -2.25738e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73735 members 
Mstep: Class 2 contains 123332 members 
Entering Unmasked Estep 
Score: -22573862.000000 Penalty: 3962.172363
	Iteration 42Q: 3 clusters Score -2.257386e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72736 members 
Mstep: Class 2 contains 124331 members 
Entering Unmasked Estep 
Score: -22574006.000000 Penalty: 3962.172363
	Iteration 43Q: 3 clusters Score -2.257401e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71683 members 
Mstep: Class 2 contains 125384 members 
Entering Unmasked Estep 
Score: -22574272.000000 Penalty: 3962.172363
	Iteration 44Q: 3 clusters Score -2.257427e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70551 members 
Mstep: Class 2 contains 126516 members 
Entering Unmasked Estep 
Score: -22574452.000000 Penalty: 3962.172363
	Iteration 45Q: 3 clusters Score -2.257445e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69214 members 
Mstep: Class 2 contains 127853 members 
Entering Unmasked Estep 
Score: -22574662.000000 Penalty: 3962.172363
	Iteration 46Q: 3 clusters Score -2.257466e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67638 members 
Mstep: Class 2 contains 129429 members 
Entering Unmasked Estep 
Score: -22574956.000000 Penalty: 3962.172363
	Iteration 47Q: 3 clusters Score -2.257496e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65795 members 
Mstep: Class 2 contains 131272 members 
Entering Unmasked Estep 
Score: -22575230.000000 Penalty: 3962.172363
	Iteration 48Q: 3 clusters Score -2.257523e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63696 members 
Mstep: Class 2 contains 133371 members 
Entering Unmasked Estep 
Score: -22575642.000000 Penalty: 3962.172363
	Iteration 49Q: 3 clusters Score -2.257564e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61389 members 
Mstep: Class 2 contains 135678 members 
Entering Unmasked Estep 
Score: -22575966.000000 Penalty: 3962.172363
	Iteration 50Q: 3 clusters Score -2.257597e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58821 members 
Mstep: Class 2 contains 138246 members 
Entering Unmasked Estep 
Score: -22576384.000000 Penalty: 3962.172363
	Iteration 51Q: 3 clusters Score -2.257638e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55881 members 
Mstep: Class 2 contains 141186 members 
Entering Unmasked Estep 
Score: -22576936.000000 Penalty: 3962.172363
	Iteration 52Q: 3 clusters Score -2.257694e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52753 members 
Mstep: Class 2 contains 144314 members 
Entering Unmasked Estep 
Score: -22577530.000000 Penalty: 3962.172363
	Iteration 53Q: 3 clusters Score -2.257753e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49361 members 
Mstep: Class 2 contains 147706 members 
Entering Unmasked Estep 
Score: -22578286.000000 Penalty: 3962.172363
	Iteration 54Q: 3 clusters Score -2.257829e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45879 members 
Mstep: Class 2 contains 151188 members 
Entering Unmasked Estep 
Score: -22578864.000000 Penalty: 3962.172363
	Iteration 55Q: 3 clusters Score -2.257886e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42117 members 
Mstep: Class 2 contains 154950 members 
Entering Unmasked Estep 
Score: -22579526.000000 Penalty: 3962.172363
	Iteration 56Q: 3 clusters Score -2.257953e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38144 members 
Mstep: Class 2 contains 158923 members 
Entering Unmasked Estep 
Score: -22580340.000000 Penalty: 3962.172363
	Iteration 57Q: 3 clusters Score -2.258034e+07 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33978 members 
Mstep: Class 2 contains 163089 members 
Entering Unmasked Estep 
Score: -22581134.000000 Penalty: 3962.172363
	Iteration 58Q: 3 clusters Score -2.258113e+07 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29759 members 
Mstep: Class 2 contains 167308 members 
Entering Unmasked Estep 
Score: -22581752.000000 Penalty: 3962.172363
	Iteration 59Q: 3 clusters Score -2.258175e+07 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 171724 members 
Entering Unmasked Estep 
Score: -22582110.000000 Penalty: 3962.172363
	Iteration 60F: 3 clusters Score -2.258211e+07 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 176064 members 
Entering Unmasked Estep 
Score: -22582066.000000 Penalty: 3962.172363
	Iteration 61Q: 3 clusters Score -2.258207e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 180076 members 
Entering Unmasked Estep 
Score: -22581682.000000 Penalty: 3962.172363
	Iteration 62Q: 3 clusters Score -2.258168e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 183723 members 
Entering Unmasked Estep 
Score: -22582104.000000 Penalty: 3962.172363
	Iteration 63Q: 3 clusters Score -2.25821e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 186822 members 
Entering Unmasked Estep 
Score: -22581976.000000 Penalty: 3962.172363
	Iteration 64Q: 3 clusters Score -2.258198e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 189355 members 
Entering Unmasked Estep 
Score: -22581474.000000 Penalty: 3962.172363
	Iteration 65Q: 3 clusters Score -2.258147e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 191329 members 
Entering Unmasked Estep 
Score: -22580936.000000 Penalty: 3962.172363
	Iteration 66Q: 3 clusters Score -2.258094e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 192699 members 
Entering Unmasked Estep 
Score: -22580398.000000 Penalty: 3962.172363
	Iteration 67Q: 3 clusters Score -2.25804e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 193660 members 
Entering Unmasked Estep 
Score: -22580240.000000 Penalty: 3962.172363
	Iteration 68Q: 3 clusters Score -2.258024e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 194323 members 
Entering Unmasked Estep 
Score: -22580002.000000 Penalty: 3962.172363
	Iteration 69Q: 3 clusters Score -2.258e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 194778 members 
Entering Unmasked Estep 
Score: -22579870.000000 Penalty: 3962.172363
	Iteration 70Q: 3 clusters Score -2.257987e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 195056 members 
Entering Unmasked Estep 
Score: -22579774.000000 Penalty: 3962.172363
	Iteration 71Q: 3 clusters Score -2.257977e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 195255 members 
Entering Unmasked Estep 
Score: -22579714.000000 Penalty: 3962.172363
	Iteration 72Q: 3 clusters Score -2.257971e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 195396 members 
Entering Unmasked Estep 
Score: -22579742.000000 Penalty: 3962.172363
	Iteration 73Q: 3 clusters Score -2.257974e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 195480 members 
Entering Unmasked Estep 
Score: -22579752.000000 Penalty: 3962.172363
	Iteration 74Q: 3 clusters Score -2.257975e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 195539 members 
Entering Unmasked Estep 
Score: -22579726.000000 Penalty: 3962.172363
	Iteration 75Q: 3 clusters Score -2.257973e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 195597 members 
Entering Unmasked Estep 
Score: -22579704.000000 Penalty: 3962.172363
	Iteration 76Q: 3 clusters Score -2.25797e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 195650 members 
Entering Unmasked Estep 
Score: -22579710.000000 Penalty: 3962.172363
	Iteration 77Q: 3 clusters Score -2.257971e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 195692 members 
Entering Unmasked Estep 
Score: -22579662.000000 Penalty: 3962.172363
	Iteration 78Q: 3 clusters Score -2.257966e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 195730 members 
Entering Unmasked Estep 
Score: -22579638.000000 Penalty: 3962.172363
	Iteration 79Q: 3 clusters Score -2.257964e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 195757 members 
Entering Unmasked Estep 
Score: -22579614.000000 Penalty: 3962.172363
	Iteration 80F: 3 clusters Score -2.257961e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 195782 members 
Entering Unmasked Estep 
Score: -22579580.000000 Penalty: 3962.172363
	Iteration 81Q: 3 clusters Score -2.257958e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 195797 members 
Entering Unmasked Estep 
Score: -22579586.000000 Penalty: 3962.172363
	Iteration 82Q: 3 clusters Score -2.257959e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 195819 members 
Entering Unmasked Estep 
Score: -22579608.000000 Penalty: 3962.172363
	Iteration 83Q: 3 clusters Score -2.257961e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 195834 members 
Entering Unmasked Estep 
Score: -22579550.000000 Penalty: 3962.172363
	Iteration 84Q: 3 clusters Score -2.257955e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 195841 members 
Entering Unmasked Estep 
Score: -22579558.000000 Penalty: 3962.172363
	Iteration 85Q: 3 clusters Score -2.257956e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 195855 members 
Entering Unmasked Estep 
Score: -22579534.000000 Penalty: 3962.172363
	Iteration 86Q: 3 clusters Score -2.257953e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 195870 members 
Entering Unmasked Estep 
Score: -22579544.000000 Penalty: 3962.172363
	Iteration 87Q: 3 clusters Score -2.257954e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 195888 members 
Entering Unmasked Estep 
Score: -22579526.000000 Penalty: 3962.172363
	Iteration 88Q: 3 clusters Score -2.257953e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 195906 members 
Entering Unmasked Estep 
Score: -22579494.000000 Penalty: 3962.172363
	Iteration 89Q: 3 clusters Score -2.257949e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 195911 members 
Entering Unmasked Estep 
Score: -22579502.000000 Penalty: 3962.172363
	Iteration 90Q: 3 clusters Score -2.25795e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 195919 members 
Entering Unmasked Estep 
Score: -22579502.000000 Penalty: 3962.172363
	Iteration 91Q: 3 clusters Score -2.25795e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 195926 members 
Entering Unmasked Estep 
Score: -22579488.000000 Penalty: 3962.172363
	Iteration 92Q: 3 clusters Score -2.257949e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 195930 members 
Entering Unmasked Estep 
Score: -22579478.000000 Penalty: 3962.172363
	Iteration 93Q: 3 clusters Score -2.257948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 195932 members 
Entering Unmasked Estep 
Score: -22579494.000000 Penalty: 3962.172363
	Iteration 94Q: 3 clusters Score -2.257949e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 195934 members 
Entering Unmasked Estep 
Score: -22579486.000000 Penalty: 3962.172363
	Iteration 95Q: 3 clusters Score -2.257949e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 195935 members 
Entering Unmasked Estep 
Score: -22579478.000000 Penalty: 3962.172363
	Iteration 96Q: 3 clusters Score -2.257948e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 195936 members 
Entering Unmasked Estep 
Score: -22579482.000000 Penalty: 3962.172363
	Iteration 97Q: 3 clusters Score -2.257948e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 195939 members 
Entering Unmasked Estep 
Score: -22579484.000000 Penalty: 3962.172363
	Iteration 98Q: 3 clusters Score -2.257948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 195940 members 
Entering Unmasked Estep 
Score: -22579490.000000 Penalty: 3962.172363
	Iteration 99Q: 3 clusters Score -2.257949e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 195941 members 
Entering Unmasked Estep 
Score: -22579476.000000 Penalty: 3962.172363
	Iteration 100F: 3 clusters Score -2.257948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 195943 members 
Entering Unmasked Estep 
Score: -22579468.000000 Penalty: 3962.172363
	Iteration 101Q: 3 clusters Score -2.257947e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 195943 members 
Entering Unmasked Estep 
Score: -22579472.000000 Penalty: 3962.172363
	Iteration 102Q: 3 clusters Score -2.257947e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 195944 members 
Entering Unmasked Estep 
Score: -22579486.000000 Penalty: 3962.172363
	Iteration 103Q: 3 clusters Score -2.257949e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 195944 members 
Entering Unmasked Estep 
Score: -22579486.000000 Penalty: 3962.172363
	Iteration 104F: 3 clusters Score -2.257949e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (84396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84396 members 
Entering Unmasked Estep 
Score: -10042088.000000 Penalty: 1843.282227
	Iteration 0F: 2 clusters Score -1.004209e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42177 members 
Mstep: Class 2 contains 42219 members 
Entering Unmasked Estep 
Score: -9986082.000000 Penalty: 3686.564453
	Iteration 0F: 3 clusters Score -9986082 nChanged 40036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42101 members 
Mstep: Class 2 contains 42295 members 
Entering Unmasked Estep 
Score: -10009416.000000 Penalty: 3686.564453
	Iteration 1F: 3 clusters Score -1.000942e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42046 members 
Mstep: Class 2 contains 42350 members 
Entering Unmasked Estep 
Score: -10010297.000000 Penalty: 3686.564453
	Iteration 2Q: 3 clusters Score -1.00103e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41971 members 
Mstep: Class 2 contains 42425 members 
Entering Unmasked Estep 
Score: -10011444.000000 Penalty: 3686.564453
	Iteration 3Q: 3 clusters Score -1.001144e+07 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41882 members 
Mstep: Class 2 contains 42514 members 
Entering Unmasked Estep 
Score: -10013099.000000 Penalty: 3686.564453
	Iteration 4Q: 3 clusters Score -1.00131e+07 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41521 members 
Mstep: Class 2 contains 42875 members 
Entering Unmasked Estep 
Score: -10015394.000000 Penalty: 3686.564453
	Iteration 5F: 3 clusters Score -1.001539e+07 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40776 members 
Mstep: Class 2 contains 43620 members 
Entering Unmasked Estep 
Score: -10018449.000000 Penalty: 3686.564453
	Iteration 6F: 3 clusters Score -1.001845e+07 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39525 members 
Mstep: Class 2 contains 44871 members 
Entering Unmasked Estep 
Score: -10022410.000000 Penalty: 3686.564453
	Iteration 7F: 3 clusters Score -1.002241e+07 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38206 members 
Mstep: Class 2 contains 46190 members 
Entering Unmasked Estep 
Score: -10026217.000000 Penalty: 3686.564453
	Iteration 8F: 3 clusters Score -1.002622e+07 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36957 members 
Mstep: Class 2 contains 47439 members 
Entering Unmasked Estep 
Score: -10028841.000000 Penalty: 3686.564453
	Iteration 9F: 3 clusters Score -1.002884e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35802 members 
Mstep: Class 2 contains 48594 members 
Entering Unmasked Estep 
Score: -10030042.000000 Penalty: 3686.564453
	Iteration 10Q: 3 clusters Score -1.003004e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34642 members 
Mstep: Class 2 contains 49754 members 
Entering Unmasked Estep 
Score: -10030785.000000 Penalty: 3686.564453
	Iteration 11Q: 3 clusters Score -1.003078e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33404 members 
Mstep: Class 2 contains 50992 members 
Entering Unmasked Estep 
Score: -10031511.000000 Penalty: 3686.564453
	Iteration 12Q: 3 clusters Score -1.003151e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32101 members 
Mstep: Class 2 contains 52295 members 
Entering Unmasked Estep 
Score: -10032252.000000 Penalty: 3686.564453
	Iteration 13Q: 3 clusters Score -1.003225e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 53564 members 
Entering Unmasked Estep 
Score: -10033011.000000 Penalty: 3686.564453
	Iteration 14Q: 3 clusters Score -1.003301e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29541 members 
Mstep: Class 2 contains 54855 members 
Entering Unmasked Estep 
Score: -10033867.000000 Penalty: 3686.564453
	Iteration 15Q: 3 clusters Score -1.003387e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28265 members 
Mstep: Class 2 contains 56131 members 
Entering Unmasked Estep 
Score: -10034635.000000 Penalty: 3686.564453
	Iteration 16Q: 3 clusters Score -1.003464e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27108 members 
Mstep: Class 2 contains 57288 members 
Entering Unmasked Estep 
Score: -10035313.000000 Penalty: 3686.564453
	Iteration 17Q: 3 clusters Score -1.003531e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 58349 members 
Entering Unmasked Estep 
Score: -10035826.000000 Penalty: 3686.564453
	Iteration 18Q: 3 clusters Score -1.003583e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 59353 members 
Entering Unmasked Estep 
Score: -10036211.000000 Penalty: 3686.564453
	Iteration 19Q: 3 clusters Score -1.003621e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 60262 members 
Entering Unmasked Estep 
Score: -10036482.000000 Penalty: 3686.564453
	Iteration 20F: 3 clusters Score -1.003648e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 61108 members 
Entering Unmasked Estep 
Score: -10036756.000000 Penalty: 3686.564453
	Iteration 21Q: 3 clusters Score -1.003676e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 61907 members 
Entering Unmasked Estep 
Score: -10036945.000000 Penalty: 3686.564453
	Iteration 22Q: 3 clusters Score -1.003694e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 62726 members 
Entering Unmasked Estep 
Score: -10037182.000000 Penalty: 3686.564453
	Iteration 23Q: 3 clusters Score -1.003718e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 63511 members 
Entering Unmasked Estep 
Score: -10037340.000000 Penalty: 3686.564453
	Iteration 24Q: 3 clusters Score -1.003734e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 64276 members 
Entering Unmasked Estep 
Score: -10037506.000000 Penalty: 3686.564453
	Iteration 25Q: 3 clusters Score -1.003751e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 65032 members 
Entering Unmasked Estep 
Score: -10037686.000000 Penalty: 3686.564453
	Iteration 26Q: 3 clusters Score -1.003769e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 65759 members 
Entering Unmasked Estep 
Score: -10037803.000000 Penalty: 3686.564453
	Iteration 27Q: 3 clusters Score -1.00378e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 66498 members 
Entering Unmasked Estep 
Score: -10037975.000000 Penalty: 3686.564453
	Iteration 28Q: 3 clusters Score -1.003798e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 67240 members 
Entering Unmasked Estep 
Score: -10038136.000000 Penalty: 3686.564453
	Iteration 29Q: 3 clusters Score -1.003814e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 67938 members 
Entering Unmasked Estep 
Score: -10038295.000000 Penalty: 3686.564453
	Iteration 30Q: 3 clusters Score -1.00383e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 68628 members 
Entering Unmasked Estep 
Score: -10038355.000000 Penalty: 3686.564453
	Iteration 31Q: 3 clusters Score -1.003836e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 69278 members 
Entering Unmasked Estep 
Score: -10038477.000000 Penalty: 3686.564453
	Iteration 32Q: 3 clusters Score -1.003848e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 69952 members 
Entering Unmasked Estep 
Score: -10038587.000000 Penalty: 3686.564453
	Iteration 33Q: 3 clusters Score -1.003859e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 70591 members 
Entering Unmasked Estep 
Score: -10038685.000000 Penalty: 3686.564453
	Iteration 34Q: 3 clusters Score -1.003868e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 71212 members 
Entering Unmasked Estep 
Score: -10038862.000000 Penalty: 3686.564453
	Iteration 35Q: 3 clusters Score -1.003886e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 71793 members 
Entering Unmasked Estep 
Score: -10038981.000000 Penalty: 3686.564453
	Iteration 36Q: 3 clusters Score -1.003898e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 72361 members 
Entering Unmasked Estep 
Score: -10039094.000000 Penalty: 3686.564453
	Iteration 37Q: 3 clusters Score -1.003909e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 72904 members 
Entering Unmasked Estep 
Score: -10039192.000000 Penalty: 3686.564453
	Iteration 38Q: 3 clusters Score -1.003919e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 73434 members 
Entering Unmasked Estep 
Score: -10039267.000000 Penalty: 3686.564453
	Iteration 39Q: 3 clusters Score -1.003927e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 73965 members 
Entering Unmasked Estep 
Score: -10039362.000000 Penalty: 3686.564453
	Iteration 40F: 3 clusters Score -1.003936e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 74500 members 
Entering Unmasked Estep 
Score: -10039452.000000 Penalty: 3686.564453
	Iteration 41Q: 3 clusters Score -1.003945e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 75003 members 
Entering Unmasked Estep 
Score: -10039538.000000 Penalty: 3686.564453
	Iteration 42Q: 3 clusters Score -1.003954e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 75478 members 
Entering Unmasked Estep 
Score: -10039599.000000 Penalty: 3686.564453
	Iteration 43Q: 3 clusters Score -1.00396e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 75937 members 
Entering Unmasked Estep 
Score: -10039679.000000 Penalty: 3686.564453
	Iteration 44Q: 3 clusters Score -1.003968e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 76403 members 
Entering Unmasked Estep 
Score: -10039795.000000 Penalty: 3686.564453
	Iteration 45Q: 3 clusters Score -1.00398e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 76838 members 
Entering Unmasked Estep 
Score: -10039860.000000 Penalty: 3686.564453
	Iteration 46Q: 3 clusters Score -1.003986e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 77241 members 
Entering Unmasked Estep 
Score: -10039954.000000 Penalty: 3686.564453
	Iteration 47Q: 3 clusters Score -1.003995e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 77614 members 
Entering Unmasked Estep 
Score: -10040024.000000 Penalty: 3686.564453
	Iteration 48Q: 3 clusters Score -1.004002e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 77982 members 
Entering Unmasked Estep 
Score: -10040092.000000 Penalty: 3686.564453
	Iteration 49Q: 3 clusters Score -1.004009e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 78344 members 
Entering Unmasked Estep 
Score: -10040196.000000 Penalty: 3686.564453
	Iteration 50Q: 3 clusters Score -1.00402e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 78704 members 
Entering Unmasked Estep 
Score: -10040312.000000 Penalty: 3686.564453
	Iteration 51Q: 3 clusters Score -1.004031e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 79062 members 
Entering Unmasked Estep 
Score: -10040428.000000 Penalty: 3686.564453
	Iteration 52Q: 3 clusters Score -1.004043e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 79388 members 
Entering Unmasked Estep 
Score: -10040548.000000 Penalty: 3686.564453
	Iteration 53Q: 3 clusters Score -1.004055e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 79685 members 
Entering Unmasked Estep 
Score: -10040641.000000 Penalty: 3686.564453
	Iteration 54Q: 3 clusters Score -1.004064e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 79999 members 
Entering Unmasked Estep 
Score: -10040794.000000 Penalty: 3686.564453
	Iteration 55Q: 3 clusters Score -1.004079e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 80271 members 
Entering Unmasked Estep 
Score: -10040895.000000 Penalty: 3686.564453
	Iteration 56Q: 3 clusters Score -1.00409e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 80520 members 
Entering Unmasked Estep 
Score: -10040996.000000 Penalty: 3686.564453
	Iteration 57Q: 3 clusters Score -1.0041e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 80737 members 
Entering Unmasked Estep 
Score: -10041021.000000 Penalty: 3686.564453
	Iteration 58Q: 3 clusters Score -1.004102e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 80923 members 
Entering Unmasked Estep 
Score: -10041089.000000 Penalty: 3686.564453
	Iteration 59Q: 3 clusters Score -1.004109e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 81076 members 
Entering Unmasked Estep 
Score: -10041114.000000 Penalty: 3686.564453
	Iteration 60F: 3 clusters Score -1.004111e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 81218 members 
Entering Unmasked Estep 
Score: -10041137.000000 Penalty: 3686.564453
	Iteration 61Q: 3 clusters Score -1.004114e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 81325 members 
Entering Unmasked Estep 
Score: -10041173.000000 Penalty: 3686.564453
	Iteration 62Q: 3 clusters Score -1.004117e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 81416 members 
Entering Unmasked Estep 
Score: -10041222.000000 Penalty: 3686.564453
	Iteration 63Q: 3 clusters Score -1.004122e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 81508 members 
Entering Unmasked Estep 
Score: -10041233.000000 Penalty: 3686.564453
	Iteration 64Q: 3 clusters Score -1.004123e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 81590 members 
Entering Unmasked Estep 
Score: -10041226.000000 Penalty: 3686.564453
	Iteration 65Q: 3 clusters Score -1.004123e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 81647 members 
Entering Unmasked Estep 
Score: -10041222.000000 Penalty: 3686.564453
	Iteration 66Q: 3 clusters Score -1.004122e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 81698 members 
Entering Unmasked Estep 
Score: -10041225.000000 Penalty: 3686.564453
	Iteration 67Q: 3 clusters Score -1.004122e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 81738 members 
Entering Unmasked Estep 
Score: -10041244.000000 Penalty: 3686.564453
	Iteration 68Q: 3 clusters Score -1.004124e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 81779 members 
Entering Unmasked Estep 
Score: -10041226.000000 Penalty: 3686.564453
	Iteration 69Q: 3 clusters Score -1.004123e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 81814 members 
Entering Unmasked Estep 
Score: -10041242.000000 Penalty: 3686.564453
	Iteration 70Q: 3 clusters Score -1.004124e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 81843 members 
Entering Unmasked Estep 
Score: -10041236.000000 Penalty: 3686.564453
	Iteration 71Q: 3 clusters Score -1.004124e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 81868 members 
Entering Unmasked Estep 
Score: -10041235.000000 Penalty: 3686.564453
	Iteration 72Q: 3 clusters Score -1.004124e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 81892 members 
Entering Unmasked Estep 
Score: -10041249.000000 Penalty: 3686.564453
	Iteration 73Q: 3 clusters Score -1.004125e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 81911 members 
Entering Unmasked Estep 
Score: -10041259.000000 Penalty: 3686.564453
	Iteration 74Q: 3 clusters Score -1.004126e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 81928 members 
Entering Unmasked Estep 
Score: -10041259.000000 Penalty: 3686.564453
	Iteration 75Q: 3 clusters Score -1.004126e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 81944 members 
Entering Unmasked Estep 
Score: -10041259.000000 Penalty: 3686.564453
	Iteration 76Q: 3 clusters Score -1.004126e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 81952 members 
Entering Unmasked Estep 
Score: -10041265.000000 Penalty: 3686.564453
	Iteration 77Q: 3 clusters Score -1.004126e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 81960 members 
Entering Unmasked Estep 
Score: -10041266.000000 Penalty: 3686.564453
	Iteration 78Q: 3 clusters Score -1.004127e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 81972 members 
Entering Unmasked Estep 
Score: -10041267.000000 Penalty: 3686.564453
	Iteration 79Q: 3 clusters Score -1.004127e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 81985 members 
Entering Unmasked Estep 
Score: -10041272.000000 Penalty: 3686.564453
	Iteration 80F: 3 clusters Score -1.004127e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 81998 members 
Entering Unmasked Estep 
Score: -10041273.000000 Penalty: 3686.564453
	Iteration 81Q: 3 clusters Score -1.004127e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 82010 members 
Entering Unmasked Estep 
Score: -10041272.000000 Penalty: 3686.564453
	Iteration 82Q: 3 clusters Score -1.004127e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 82018 members 
Entering Unmasked Estep 
Score: -10041273.000000 Penalty: 3686.564453
	Iteration 83Q: 3 clusters Score -1.004127e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 82023 members 
Entering Unmasked Estep 
Score: -10041271.000000 Penalty: 3686.564453
	Iteration 84Q: 3 clusters Score -1.004127e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 82031 members 
Entering Unmasked Estep 
Score: -10041266.000000 Penalty: 3686.564453
	Iteration 85Q: 3 clusters Score -1.004127e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 82037 members 
Entering Unmasked Estep 
Score: -10041267.000000 Penalty: 3686.564453
	Iteration 86Q: 3 clusters Score -1.004127e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 82044 members 
Entering Unmasked Estep 
Score: -10041260.000000 Penalty: 3686.564453
	Iteration 87Q: 3 clusters Score -1.004126e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 82053 members 
Entering Unmasked Estep 
Score: -10041264.000000 Penalty: 3686.564453
	Iteration 88Q: 3 clusters Score -1.004126e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 82060 members 
Entering Unmasked Estep 
Score: -10041265.000000 Penalty: 3686.564453
	Iteration 89Q: 3 clusters Score -1.004126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 82063 members 
Entering Unmasked Estep 
Score: -10041275.000000 Penalty: 3686.564453
	Iteration 90Q: 3 clusters Score -1.004128e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 82066 members 
Entering Unmasked Estep 
Score: -10041266.000000 Penalty: 3686.564453
	Iteration 91Q: 3 clusters Score -1.004127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 82068 members 
Entering Unmasked Estep 
Score: -10041260.000000 Penalty: 3686.564453
	Iteration 92Q: 3 clusters Score -1.004126e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 82068 members 
Entering Unmasked Estep 
Score: -10041260.000000 Penalty: 3686.564453
	Iteration 93F: 3 clusters Score -1.004126e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Entering Unmasked Estep 
Score: -1416633.625000 Penalty: 1529.219849
	Iteration 0F: 2 clusters Score -1416634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1408115.500000 Penalty: 3058.439697
	Iteration 0F: 3 clusters Score -1408116 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1410960.875000 Penalty: 3058.439697
	Iteration 1F: 3 clusters Score -1410961 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1411230.875000 Penalty: 3058.439697
	Iteration 2F: 3 clusters Score -1411231 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1411464.250000 Penalty: 3058.439697
	Iteration 3Q: 3 clusters Score -1411464 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1411699.375000 Penalty: 3058.439697
	Iteration 4Q: 3 clusters Score -1411699 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1411961.250000 Penalty: 3058.439697
	Iteration 5Q: 3 clusters Score -1411961 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1412283.250000 Penalty: 3058.439697
	Iteration 6Q: 3 clusters Score -1412283 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1412705.750000 Penalty: 3058.439697
	Iteration 7F: 3 clusters Score -1412706 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1413217.250000 Penalty: 3058.439697
	Iteration 8F: 3 clusters Score -1413217 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1413767.750000 Penalty: 3058.439697
	Iteration 9F: 3 clusters Score -1413768 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1414248.375000 Penalty: 3058.439697
	Iteration 10Q: 3 clusters Score -1414248 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1414638.375000 Penalty: 3058.439697
	Iteration 11Q: 3 clusters Score -1414638 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1414869.625000 Penalty: 3058.439697
	Iteration 12Q: 3 clusters Score -1414870 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1415007.500000 Penalty: 3058.439697
	Iteration 13Q: 3 clusters Score -1415008 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1415105.125000 Penalty: 3058.439697
	Iteration 14Q: 3 clusters Score -1415105 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1415170.625000 Penalty: 3058.439697
	Iteration 15Q: 3 clusters Score -1415171 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1415210.000000 Penalty: 3058.439697
	Iteration 16Q: 3 clusters Score -1415210 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1415244.875000 Penalty: 3058.439697
	Iteration 17Q: 3 clusters Score -1415245 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1415259.625000 Penalty: 3058.439697
	Iteration 18Q: 3 clusters Score -1415260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1415266.750000 Penalty: 3058.439697
	Iteration 19Q: 3 clusters Score -1415267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1415271.750000 Penalty: 3058.439697
	Iteration 20F: 3 clusters Score -1415272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1415276.500000 Penalty: 3058.439697
	Iteration 21Q: 3 clusters Score -1415276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1415282.625000 Penalty: 3058.439697
	Iteration 22Q: 3 clusters Score -1415283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1415286.375000 Penalty: 3058.439697
	Iteration 23Q: 3 clusters Score -1415286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1415286.500000 Penalty: 3058.439697
	Iteration 24Q: 3 clusters Score -1415286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1415286.500000 Penalty: 3058.439697
	Iteration 25Q: 3 clusters Score -1415286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1415286.500000 Penalty: 3058.439697
	Iteration 26Q: 3 clusters Score -1415286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1415286.500000 Penalty: 3058.439697
	Iteration 27F: 3 clusters Score -1415286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Entering Unmasked Estep 
Score: -2311657.000000 Penalty: 1603.038330
	Iteration 0F: 2 clusters Score -2311657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -2298744.250000 Penalty: 3206.076660
	Iteration 0F: 3 clusters Score -2298744 nChanged 8578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -2303410.500000 Penalty: 3206.076660
	Iteration 1F: 3 clusters Score -2303410 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -2303651.250000 Penalty: 3206.076660
	Iteration 2Q: 3 clusters Score -2303651 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -2303846.000000 Penalty: 3206.076660
	Iteration 3Q: 3 clusters Score -2303846 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -2304023.750000 Penalty: 3206.076660
	Iteration 4Q: 3 clusters Score -2304024 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -2304137.750000 Penalty: 3206.076660
	Iteration 5Q: 3 clusters Score -2304138 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -2304228.250000 Penalty: 3206.076660
	Iteration 6Q: 3 clusters Score -2304228 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -2304313.500000 Penalty: 3206.076660
	Iteration 7Q: 3 clusters Score -2304314 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -2304392.750000 Penalty: 3206.076660
	Iteration 8Q: 3 clusters Score -2304393 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -2304501.750000 Penalty: 3206.076660
	Iteration 9Q: 3 clusters Score -2304502 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -2304626.500000 Penalty: 3206.076660
	Iteration 10Q: 3 clusters Score -2304626 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -2304860.750000 Penalty: 3206.076660
	Iteration 11Q: 3 clusters Score -2304861 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -2305200.750000 Penalty: 3206.076660
	Iteration 12Q: 3 clusters Score -2305201 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -2305758.250000 Penalty: 3206.076660
	Iteration 13Q: 3 clusters Score -2305758 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -2306496.250000 Penalty: 3206.076660
	Iteration 14F: 3 clusters Score -2306496 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -2307346.000000 Penalty: 3206.076660
	Iteration 15F: 3 clusters Score -2307346 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -2308039.250000 Penalty: 3206.076660
	Iteration 16Q: 3 clusters Score -2308039 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -2308509.500000 Penalty: 3206.076660
	Iteration 17Q: 3 clusters Score -2308510 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -2308850.250000 Penalty: 3206.076660
	Iteration 18Q: 3 clusters Score -2308850 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -2309107.750000 Penalty: 3206.076660
	Iteration 19Q: 3 clusters Score -2309108 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -2309349.500000 Penalty: 3206.076660
	Iteration 20F: 3 clusters Score -2309350 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -2309489.250000 Penalty: 3206.076660
	Iteration 21Q: 3 clusters Score -2309489 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -2309646.250000 Penalty: 3206.076660
	Iteration 22Q: 3 clusters Score -2309646 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -2309753.000000 Penalty: 3206.076660
	Iteration 23Q: 3 clusters Score -2309753 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -2309807.750000 Penalty: 3206.076660
	Iteration 24Q: 3 clusters Score -2309808 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -2309839.000000 Penalty: 3206.076660
	Iteration 25Q: 3 clusters Score -2309839 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -2309862.500000 Penalty: 3206.076660
	Iteration 26Q: 3 clusters Score -2309862 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -2309872.750000 Penalty: 3206.076660
	Iteration 27Q: 3 clusters Score -2309873 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -2309879.500000 Penalty: 3206.076660
	Iteration 28Q: 3 clusters Score -2309880 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -2309874.250000 Penalty: 3206.076660
	Iteration 29Q: 3 clusters Score -2309874 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -2309882.250000 Penalty: 3206.076660
	Iteration 30Q: 3 clusters Score -2309882 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -2309883.000000 Penalty: 3206.076660
	Iteration 31Q: 3 clusters Score -2309883 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -2309898.250000 Penalty: 3206.076660
	Iteration 32Q: 3 clusters Score -2309898 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -2309897.000000 Penalty: 3206.076660
	Iteration 33Q: 3 clusters Score -2309897 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -2309887.000000 Penalty: 3206.076660
	Iteration 34Q: 3 clusters Score -2309887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -2309895.500000 Penalty: 3206.076660
	Iteration 35Q: 3 clusters Score -2309896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -2309884.250000 Penalty: 3206.076660
	Iteration 36Q: 3 clusters Score -2309884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -2309888.500000 Penalty: 3206.076660
	Iteration 37Q: 3 clusters Score -2309888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -2309894.500000 Penalty: 3206.076660
	Iteration 38Q: 3 clusters Score -2309894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -2309893.500000 Penalty: 3206.076660
	Iteration 39Q: 3 clusters Score -2309894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -2309909.750000 Penalty: 3206.076660
	Iteration 40F: 3 clusters Score -2309910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -2309902.750000 Penalty: 3206.076660
	Iteration 41Q: 3 clusters Score -2309903 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -2309907.000000 Penalty: 3206.076660
	Iteration 42Q: 3 clusters Score -2309907 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -2309918.250000 Penalty: 3206.076660
	Iteration 43Q: 3 clusters Score -2309918 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -2309946.000000 Penalty: 3206.076660
	Iteration 44Q: 3 clusters Score -2309946 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -2309941.250000 Penalty: 3206.076660
	Iteration 45Q: 3 clusters Score -2309941 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -2309945.250000 Penalty: 3206.076660
	Iteration 46Q: 3 clusters Score -2309945 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -2309973.000000 Penalty: 3206.076660
	Iteration 47Q: 3 clusters Score -2309973 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -2309974.250000 Penalty: 3206.076660
	Iteration 48Q: 3 clusters Score -2309974 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -2309978.750000 Penalty: 3206.076660
	Iteration 49Q: 3 clusters Score -2309979 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -2310016.250000 Penalty: 3206.076660
	Iteration 50Q: 3 clusters Score -2310016 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -2310027.750000 Penalty: 3206.076660
	Iteration 51Q: 3 clusters Score -2310028 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -2310070.750000 Penalty: 3206.076660
	Iteration 52Q: 3 clusters Score -2310071 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -2310082.750000 Penalty: 3206.076660
	Iteration 53Q: 3 clusters Score -2310083 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -2310126.250000 Penalty: 3206.076660
	Iteration 54Q: 3 clusters Score -2310126 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -2310065.250000 Penalty: 3206.076660
	Iteration 55Q: 3 clusters Score -2310065 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -2310055.250000 Penalty: 3206.076660
	Iteration 56Q: 3 clusters Score -2310055 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -2310040.500000 Penalty: 3206.076660
	Iteration 57Q: 3 clusters Score -2310040 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -2309990.500000 Penalty: 3206.076660
	Iteration 58Q: 3 clusters Score -2309990 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -2309920.000000 Penalty: 3206.076660
	Iteration 59Q: 3 clusters Score -2309920 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -2309878.500000 Penalty: 3206.076660
	Iteration 60F: 3 clusters Score -2309878 nChanged 327
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -2309809.000000 Penalty: 3206.076660
	Iteration 61Q: 3 clusters Score -2309809 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -2309734.500000 Penalty: 3206.076660
	Iteration 62Q: 3 clusters Score -2309734 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -2309693.250000 Penalty: 3206.076660
	Iteration 63Q: 3 clusters Score -2309693 nChanged 73
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -2309685.000000 Penalty: 3206.076660
	Iteration 64Q: 3 clusters Score -2309685 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2309668 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2309669 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -2309642.000000 Penalty: 3206.076660
	Iteration 67Q: 3 clusters Score -2309642 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -2309672.750000 Penalty: 3206.076660
	Iteration 68Q: 3 clusters Score -2309673 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2309686 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -2309673.750000 Penalty: 3206.076660
	Iteration 70Q: 3 clusters Score -2309674 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -2309671.250000 Penalty: 3206.076660
	Iteration 71Q: 3 clusters Score -2309671 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -2309676.000000 Penalty: 3206.076660
	Iteration 72Q: 3 clusters Score -2309676 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -2309606.000000 Penalty: 3206.076660
	Iteration 73Q: 3 clusters Score -2309606 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -2309587.250000 Penalty: 3206.076660
	Iteration 74Q: 3 clusters Score -2309587 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -2309581.250000 Penalty: 3206.076660
	Iteration 75Q: 3 clusters Score -2309581 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -2309592.000000 Penalty: 3206.076660
	Iteration 76Q: 3 clusters Score -2309592 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -2309602.750000 Penalty: 3206.076660
	Iteration 77Q: 3 clusters Score -2309603 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -2309584.750000 Penalty: 3206.076660
	Iteration 78Q: 3 clusters Score -2309585 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -2309568.000000 Penalty: 3206.076660
	Iteration 79Q: 3 clusters Score -2309568 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -2309589.500000 Penalty: 3206.076660
	Iteration 80F: 3 clusters Score -2309590 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2309589 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2309591 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2309585 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -2309593.500000 Penalty: 3206.076660
	Iteration 84Q: 3 clusters Score -2309594 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2309590 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2309594 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -2309576.250000 Penalty: 3206.076660
	Iteration 87Q: 3 clusters Score -2309576 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -2309567.000000 Penalty: 3206.076660
	Iteration 88Q: 3 clusters Score -2309567 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -2309564.500000 Penalty: 3206.076660
	Iteration 89Q: 3 clusters Score -2309564 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -2309566.750000 Penalty: 3206.076660
	Iteration 90Q: 3 clusters Score -2309567 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -2309588.500000 Penalty: 3206.076660
	Iteration 91Q: 3 clusters Score -2309588 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -2309578.750000 Penalty: 3206.076660
	Iteration 92Q: 3 clusters Score -2309579 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -2309549.000000 Penalty: 3206.076660
	Iteration 93Q: 3 clusters Score -2309549 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -2309556.500000 Penalty: 3206.076660
	Iteration 94Q: 3 clusters Score -2309556 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -2309555.500000 Penalty: 3206.076660
	Iteration 95Q: 3 clusters Score -2309556 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -2309610.250000 Penalty: 3206.076660
	Iteration 96Q: 3 clusters Score -2309610 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -2309625.500000 Penalty: 3206.076660
	Iteration 97Q: 3 clusters Score -2309626 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -2309678.500000 Penalty: 3206.076660
	Iteration 98Q: 3 clusters Score -2309678 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -2309711.000000 Penalty: 3206.076660
	Iteration 99Q: 3 clusters Score -2309711 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -2309774.500000 Penalty: 3206.076660
	Iteration 100F: 3 clusters Score -2309774 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -2309803.000000 Penalty: 3206.076660
	Iteration 101Q: 3 clusters Score -2309803 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -2309803.500000 Penalty: 3206.076660
	Iteration 102Q: 3 clusters Score -2309804 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -2309778.750000 Penalty: 3206.076660
	Iteration 103Q: 3 clusters Score -2309779 nChanged 159
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -2309778.750000 Penalty: 3206.076660
	Iteration 104Q: 3 clusters Score -2309779 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -2309773.750000 Penalty: 3206.076660
	Iteration 105Q: 3 clusters Score -2309774 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2309756.750000 Penalty: 3206.076660
	Iteration 106Q: 3 clusters Score -2309757 nChanged 134
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2309751.000000 Penalty: 3206.076660
	Iteration 107Q: 3 clusters Score -2309751 nChanged 178
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2309786.750000 Penalty: 3206.076660
	Iteration 108Q: 3 clusters Score -2309787 nChanged 202
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2309799.500000 Penalty: 3206.076660
	Iteration 109Q: 3 clusters Score -2309800 nChanged 237
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2309875.500000 Penalty: 3206.076660
	Iteration 110Q: 3 clusters Score -2309876 nChanged 204
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2309905.750000 Penalty: 3206.076660
	Iteration 111Q: 3 clusters Score -2309906 nChanged 175
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2309971.000000 Penalty: 3206.076660
	Iteration 112Q: 3 clusters Score -2309971 nChanged 179
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Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2310016.500000 Penalty: 3206.076660
	Iteration 113Q: 3 clusters Score -2310016 nChanged 152
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2310060.500000 Penalty: 3206.076660
	Iteration 114Q: 3 clusters Score -2310060 nChanged 140
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Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2310090.750000 Penalty: 3206.076660
	Iteration 115Q: 3 clusters Score -2310091 nChanged 132
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Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2310140.750000 Penalty: 3206.076660
	Iteration 116Q: 3 clusters Score -2310141 nChanged 123
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Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2310189 nChanged 98
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Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2310224.250000 Penalty: 3206.076660
	Iteration 118Q: 3 clusters Score -2310224 nChanged 84
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2310265.250000 Penalty: 3206.076660
	Iteration 119Q: 3 clusters Score -2310265 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2310291.250000 Penalty: 3206.076660
	Iteration 120F: 3 clusters Score -2310291 nChanged 47
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Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2310315.000000 Penalty: 3206.076660
	Iteration 121Q: 3 clusters Score -2310315 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2310346.000000 Penalty: 3206.076660
	Iteration 122Q: 3 clusters Score -2310346 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2310356.000000 Penalty: 3206.076660
	Iteration 123Q: 3 clusters Score -2310356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2310368.000000 Penalty: 3206.076660
	Iteration 124Q: 3 clusters Score -2310368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2310369.000000 Penalty: 3206.076660
	Iteration 125Q: 3 clusters Score -2310369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2310383.250000 Penalty: 3206.076660
	Iteration 126Q: 3 clusters Score -2310383 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2310388.750000 Penalty: 3206.076660
	Iteration 127Q: 3 clusters Score -2310389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2310390.750000 Penalty: 3206.076660
	Iteration 128Q: 3 clusters Score -2310391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2310389.750000 Penalty: 3206.076660
	Iteration 129Q: 3 clusters Score -2310390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2310393.500000 Penalty: 3206.076660
	Iteration 130Q: 3 clusters Score -2310394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2310394.250000 Penalty: 3206.076660
	Iteration 131Q: 3 clusters Score -2310394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2310387.250000 Penalty: 3206.076660
	Iteration 132Q: 3 clusters Score -2310387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2310387.250000 Penalty: 3206.076660
	Iteration 133Q: 3 clusters Score -2310387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2310392.250000 Penalty: 3206.076660
	Iteration 134Q: 3 clusters Score -2310392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2310395.250000 Penalty: 3206.076660
	Iteration 135Q: 3 clusters Score -2310395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2310394.250000 Penalty: 3206.076660
	Iteration 136Q: 3 clusters Score -2310394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2310394.250000 Penalty: 3206.076660
	Iteration 137Q: 3 clusters Score -2310394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2310395.250000 Penalty: 3206.076660
	Iteration 138Q: 3 clusters Score -2310395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2310394.250000 Penalty: 3206.076660
	Iteration 139Q: 3 clusters Score -2310394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2310398.250000 Penalty: 3206.076660
	Iteration 140F: 3 clusters Score -2310398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2310395.250000 Penalty: 3206.076660
	Iteration 141Q: 3 clusters Score -2310395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2310395.750000 Penalty: 3206.076660
	Iteration 142Q: 3 clusters Score -2310396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2310399.250000 Penalty: 3206.076660
	Iteration 143Q: 3 clusters Score -2310399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2310400.250000 Penalty: 3206.076660
	Iteration 144Q: 3 clusters Score -2310400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2310402.000000 Penalty: 3206.076660
	Iteration 145Q: 3 clusters Score -2310402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2310403.750000 Penalty: 3206.076660
	Iteration 146Q: 3 clusters Score -2310404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2310398.500000 Penalty: 3206.076660
	Iteration 147Q: 3 clusters Score -2310398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2310398.500000 Penalty: 3206.076660
	Iteration 148F: 3 clusters Score -2310398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (39010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39010 members 
Entering Unmasked Estep 
Score: -4285439.000000 Penalty: 1717.880615
	Iteration 0F: 2 clusters Score -4285439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -4259264.500000 Penalty: 3435.761230
	Iteration 0F: 3 clusters Score -4259264 nChanged 18147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -4269489.000000 Penalty: 3435.761230
	Iteration 1F: 3 clusters Score -4269489 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -4269951.500000 Penalty: 3435.761230
	Iteration 2Q: 3 clusters Score -4269952 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -4270484.500000 Penalty: 3435.761230
	Iteration 3Q: 3 clusters Score -4270484 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -4271085.500000 Penalty: 3435.761230
	Iteration 4Q: 3 clusters Score -4271086 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -4271738.500000 Penalty: 3435.761230
	Iteration 5Q: 3 clusters Score -4271738 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -4272421.000000 Penalty: 3435.761230
	Iteration 6Q: 3 clusters Score -4272421 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -4273149.000000 Penalty: 3435.761230
	Iteration 7Q: 3 clusters Score -4273149 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -4273988.000000 Penalty: 3435.761230
	Iteration 8Q: 3 clusters Score -4273988 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -4274915.000000 Penalty: 3435.761230
	Iteration 9Q: 3 clusters Score -4274915 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -4275865.500000 Penalty: 3435.761230
	Iteration 10Q: 3 clusters Score -4275866 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -4276740.000000 Penalty: 3435.761230
	Iteration 11Q: 3 clusters Score -4276740 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -4277487.000000 Penalty: 3435.761230
	Iteration 12Q: 3 clusters Score -4277487 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -4277938.000000 Penalty: 3435.761230
	Iteration 13Q: 3 clusters Score -4277938 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -4278209.500000 Penalty: 3435.761230
	Iteration 14Q: 3 clusters Score -4278210 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -4278400.500000 Penalty: 3435.761230
	Iteration 15Q: 3 clusters Score -4278400 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -4278541.000000 Penalty: 3435.761230
	Iteration 16Q: 3 clusters Score -4278541 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -4278681.500000 Penalty: 3435.761230
	Iteration 17Q: 3 clusters Score -4278682 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -4278785.500000 Penalty: 3435.761230
	Iteration 18Q: 3 clusters Score -4278786 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -4278900.000000 Penalty: 3435.761230
	Iteration 19Q: 3 clusters Score -4278900 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -4278984.500000 Penalty: 3435.761230
	Iteration 20F: 3 clusters Score -4278984 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -4279060.500000 Penalty: 3435.761230
	Iteration 21Q: 3 clusters Score -4279060 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -4279167.000000 Penalty: 3435.761230
	Iteration 22Q: 3 clusters Score -4279167 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -4279234.000000 Penalty: 3435.761230
	Iteration 23Q: 3 clusters Score -4279234 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -4279282.500000 Penalty: 3435.761230
	Iteration 24Q: 3 clusters Score -4279282 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -4279349.000000 Penalty: 3435.761230
	Iteration 25Q: 3 clusters Score -4279349 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -4279377.500000 Penalty: 3435.761230
	Iteration 26Q: 3 clusters Score -4279378 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -4279442.000000 Penalty: 3435.761230
	Iteration 27Q: 3 clusters Score -4279442 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -4279487.500000 Penalty: 3435.761230
	Iteration 28Q: 3 clusters Score -4279488 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -4279529.500000 Penalty: 3435.761230
	Iteration 29Q: 3 clusters Score -4279530 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -4279577.000000 Penalty: 3435.761230
	Iteration 30Q: 3 clusters Score -4279577 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -4279648.000000 Penalty: 3435.761230
	Iteration 31Q: 3 clusters Score -4279648 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -4279694.500000 Penalty: 3435.761230
	Iteration 32Q: 3 clusters Score -4279694 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -4279729.000000 Penalty: 3435.761230
	Iteration 33Q: 3 clusters Score -4279729 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -4279786.000000 Penalty: 3435.761230
	Iteration 34Q: 3 clusters Score -4279786 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -4279831.500000 Penalty: 3435.761230
	Iteration 35Q: 3 clusters Score -4279832 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -4279902.500000 Penalty: 3435.761230
	Iteration 36Q: 3 clusters Score -4279902 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -4279995.500000 Penalty: 3435.761230
	Iteration 37Q: 3 clusters Score -4279996 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25607 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -4280078.500000 Penalty: 3435.761230
	Iteration 38Q: 3 clusters Score -4280078 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -4280138.500000 Penalty: 3435.761230
	Iteration 39Q: 3 clusters Score -4280138 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -4280222.500000 Penalty: 3435.761230
	Iteration 40F: 3 clusters Score -4280222 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -4280324.000000 Penalty: 3435.761230
	Iteration 41Q: 3 clusters Score -4280324 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -4280410.500000 Penalty: 3435.761230
	Iteration 42Q: 3 clusters Score -4280410 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -4280518.000000 Penalty: 3435.761230
	Iteration 43Q: 3 clusters Score -4280518 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -4280616.500000 Penalty: 3435.761230
	Iteration 44Q: 3 clusters Score -4280616 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -4280721.000000 Penalty: 3435.761230
	Iteration 45Q: 3 clusters Score -4280721 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -4280836.000000 Penalty: 3435.761230
	Iteration 46Q: 3 clusters Score -4280836 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -4280967.500000 Penalty: 3435.761230
	Iteration 47Q: 3 clusters Score -4280968 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29983 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -4281106.500000 Penalty: 3435.761230
	Iteration 48Q: 3 clusters Score -4281106 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30477 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -4281264.000000 Penalty: 3435.761230
	Iteration 49Q: 3 clusters Score -4281264 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30958 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -4281411.500000 Penalty: 3435.761230
	Iteration 50Q: 3 clusters Score -4281412 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -4281543.000000 Penalty: 3435.761230
	Iteration 51Q: 3 clusters Score -4281543 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31903 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -4281707.500000 Penalty: 3435.761230
	Iteration 52Q: 3 clusters Score -4281708 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32360 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -4281828.000000 Penalty: 3435.761230
	Iteration 53Q: 3 clusters Score -4281828 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32792 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -4281968.500000 Penalty: 3435.761230
	Iteration 54Q: 3 clusters Score -4281968 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -4282104.000000 Penalty: 3435.761230
	Iteration 55Q: 3 clusters Score -4282104 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33605 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -4282239.000000 Penalty: 3435.761230
	Iteration 56Q: 3 clusters Score -4282239 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33996 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -4282350.000000 Penalty: 3435.761230
	Iteration 57Q: 3 clusters Score -4282350 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34353 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -4282482.000000 Penalty: 3435.761230
	Iteration 58Q: 3 clusters Score -4282482 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34686 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -4282611.500000 Penalty: 3435.761230
	Iteration 59Q: 3 clusters Score -4282612 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35009 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -4282723.000000 Penalty: 3435.761230
	Iteration 60F: 3 clusters Score -4282723 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35361 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -4282854.500000 Penalty: 3435.761230
	Iteration 61Q: 3 clusters Score -4282854 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35684 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -4282967.000000 Penalty: 3435.761230
	Iteration 62Q: 3 clusters Score -4282967 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35995 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -4283077.500000 Penalty: 3435.761230
	Iteration 63Q: 3 clusters Score -4283078 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36292 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -4283197.000000 Penalty: 3435.761230
	Iteration 64Q: 3 clusters Score -4283197 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36577 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -4283333.000000 Penalty: 3435.761230
	Iteration 65Q: 3 clusters Score -4283333 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -4283441.500000 Penalty: 3435.761230
	Iteration 66Q: 3 clusters Score -4283442 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -4283524.000000 Penalty: 3435.761230
	Iteration 67Q: 3 clusters Score -4283524 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37260 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -4283618.500000 Penalty: 3435.761230
	Iteration 68Q: 3 clusters Score -4283618 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37443 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -4283716.500000 Penalty: 3435.761230
	Iteration 69Q: 3 clusters Score -4283716 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37600 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4283785.500000 Penalty: 3435.761230
	Iteration 70Q: 3 clusters Score -4283786 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37728 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -4283836.000000 Penalty: 3435.761230
	Iteration 71Q: 3 clusters Score -4283836 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37831 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -4283888.000000 Penalty: 3435.761230
	Iteration 72Q: 3 clusters Score -4283888 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37909 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -4283913.500000 Penalty: 3435.761230
	Iteration 73Q: 3 clusters Score -4283914 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37960 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -4283943.500000 Penalty: 3435.761230
	Iteration 74Q: 3 clusters Score -4283944 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -4283965.500000 Penalty: 3435.761230
	Iteration 75Q: 3 clusters Score -4283966 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38044 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -4283984.500000 Penalty: 3435.761230
	Iteration 76Q: 3 clusters Score -4283984 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -4284004.500000 Penalty: 3435.761230
	Iteration 77Q: 3 clusters Score -4284004 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -4284019.500000 Penalty: 3435.761230
	Iteration 78Q: 3 clusters Score -4284020 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38163 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -4284038.000000 Penalty: 3435.761230
	Iteration 79Q: 3 clusters Score -4284038 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38199 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4284041.500000 Penalty: 3435.761230
	Iteration 80F: 3 clusters Score -4284042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38220 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4284049.500000 Penalty: 3435.761230
	Iteration 81Q: 3 clusters Score -4284050 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38241 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -4284060.500000 Penalty: 3435.761230
	Iteration 82Q: 3 clusters Score -4284060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38255 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4284075.500000 Penalty: 3435.761230
	Iteration 83Q: 3 clusters Score -4284076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38266 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4284079.000000 Penalty: 3435.761230
	Iteration 84Q: 3 clusters Score -4284079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38276 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4284076.000000 Penalty: 3435.761230
	Iteration 85Q: 3 clusters Score -4284076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38285 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -4284080.500000 Penalty: 3435.761230
	Iteration 86Q: 3 clusters Score -4284080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38290 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -4284085.500000 Penalty: 3435.761230
	Iteration 87Q: 3 clusters Score -4284086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38295 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -4284083.500000 Penalty: 3435.761230
	Iteration 88Q: 3 clusters Score -4284084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38304 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -4284082.500000 Penalty: 3435.761230
	Iteration 89Q: 3 clusters Score -4284082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38308 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -4284084.000000 Penalty: 3435.761230
	Iteration 90Q: 3 clusters Score -4284084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38313 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -4284089.500000 Penalty: 3435.761230
	Iteration 91Q: 3 clusters Score -4284090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38315 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -4284093.000000 Penalty: 3435.761230
	Iteration 92Q: 3 clusters Score -4284093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38319 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -4284099.500000 Penalty: 3435.761230
	Iteration 93Q: 3 clusters Score -4284100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38323 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -4284097.000000 Penalty: 3435.761230
	Iteration 94Q: 3 clusters Score -4284097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4284101.000000 Penalty: 3435.761230
	Iteration 95Q: 3 clusters Score -4284101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38328 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -4284101.500000 Penalty: 3435.761230
	Iteration 96Q: 3 clusters Score -4284102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38331 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4284106.000000 Penalty: 3435.761230
	Iteration 97Q: 3 clusters Score -4284106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38334 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4284099.000000 Penalty: 3435.761230
	Iteration 98Q: 3 clusters Score -4284099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38339 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -4284107.500000 Penalty: 3435.761230
	Iteration 99Q: 3 clusters Score -4284108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38345 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4284107.000000 Penalty: 3435.761230
	Iteration 100F: 3 clusters Score -4284107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38352 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4284108.500000 Penalty: 3435.761230
	Iteration 101Q: 3 clusters Score -4284108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38354 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -4284108.500000 Penalty: 3435.761230
	Iteration 102Q: 3 clusters Score -4284108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38356 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -4284109.500000 Penalty: 3435.761230
	Iteration 103Q: 3 clusters Score -4284110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38359 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -4284112.000000 Penalty: 3435.761230
	Iteration 104Q: 3 clusters Score -4284112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38361 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -4284113.500000 Penalty: 3435.761230
	Iteration 105Q: 3 clusters Score -4284114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38361 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -4284113.500000 Penalty: 3435.761230
	Iteration 106F: 3 clusters Score -4284114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (92292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92292 members 
Entering Unmasked Estep 
Score: -10505308.000000 Penalty: 1857.815796
	Iteration 0F: 2 clusters Score -1.050531e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46293 members 
Mstep: Class 2 contains 45999 members 
Entering Unmasked Estep 
Score: -10443534.000000 Penalty: 3715.631592
	Iteration 0F: 3 clusters Score -1.044353e+07 nChanged 44130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46489 members 
Mstep: Class 2 contains 45803 members 
Entering Unmasked Estep 
Score: -10469293.000000 Penalty: 3715.631592
	Iteration 1F: 3 clusters Score -1.046929e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46381 members 
Mstep: Class 2 contains 45911 members 
Entering Unmasked Estep 
Score: -10470160.000000 Penalty: 3715.631592
	Iteration 2Q: 3 clusters Score -1.047016e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46333 members 
Mstep: Class 2 contains 45959 members 
Entering Unmasked Estep 
Score: -10471109.000000 Penalty: 3715.631592
	Iteration 3Q: 3 clusters Score -1.047111e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46339 members 
Mstep: Class 2 contains 45953 members 
Entering Unmasked Estep 
Score: -10472337.000000 Penalty: 3715.631592
	Iteration 4Q: 3 clusters Score -1.047234e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46459 members 
Mstep: Class 2 contains 45833 members 
Entering Unmasked Estep 
Score: -10473476.000000 Penalty: 3715.631592
	Iteration 5Q: 3 clusters Score -1.047348e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46793 members 
Mstep: Class 2 contains 45499 members 
Entering Unmasked Estep 
Score: -10474746.000000 Penalty: 3715.631592
	Iteration 6Q: 3 clusters Score -1.047475e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47285 members 
Mstep: Class 2 contains 45007 members 
Entering Unmasked Estep 
Score: -10476145.000000 Penalty: 3715.631592
	Iteration 7Q: 3 clusters Score -1.047614e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48078 members 
Mstep: Class 2 contains 44214 members 
Entering Unmasked Estep 
Score: -10477675.000000 Penalty: 3715.631592
	Iteration 8Q: 3 clusters Score -1.047768e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49176 members 
Mstep: Class 2 contains 43116 members 
Entering Unmasked Estep 
Score: -10479719.000000 Penalty: 3715.631592
	Iteration 9Q: 3 clusters Score -1.047972e+07 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50623 members 
Mstep: Class 2 contains 41669 members 
Entering Unmasked Estep 
Score: -10482448.000000 Penalty: 3715.631592
	Iteration 10Q: 3 clusters Score -1.048245e+07 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52099 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -10485424.000000 Penalty: 3715.631592
	Iteration 11F: 3 clusters Score -1.048542e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53486 members 
Mstep: Class 2 contains 38806 members 
Entering Unmasked Estep 
Score: -10487746.000000 Penalty: 3715.631592
	Iteration 12Q: 3 clusters Score -1.048775e+07 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54610 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -10488878.000000 Penalty: 3715.631592
	Iteration 13Q: 3 clusters Score -1.048888e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55599 members 
Mstep: Class 2 contains 36693 members 
Entering Unmasked Estep 
Score: -10489397.000000 Penalty: 3715.631592
	Iteration 14Q: 3 clusters Score -1.04894e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56552 members 
Mstep: Class 2 contains 35740 members 
Entering Unmasked Estep 
Score: -10489774.000000 Penalty: 3715.631592
	Iteration 15Q: 3 clusters Score -1.048977e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57539 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
Score: -10490056.000000 Penalty: 3715.631592
	Iteration 16Q: 3 clusters Score -1.049006e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58522 members 
Mstep: Class 2 contains 33770 members 
Entering Unmasked Estep 
Score: -10490356.000000 Penalty: 3715.631592
	Iteration 17Q: 3 clusters Score -1.049036e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59617 members 
Mstep: Class 2 contains 32675 members 
Entering Unmasked Estep 
Score: -10490729.000000 Penalty: 3715.631592
	Iteration 18Q: 3 clusters Score -1.049073e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60784 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -10491117.000000 Penalty: 3715.631592
	Iteration 19Q: 3 clusters Score -1.049112e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62054 members 
Mstep: Class 2 contains 30238 members 
Entering Unmasked Estep 
Score: -10491539.000000 Penalty: 3715.631592
	Iteration 20F: 3 clusters Score -1.049154e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63355 members 
Mstep: Class 2 contains 28937 members 
Entering Unmasked Estep 
Score: -10492060.000000 Penalty: 3715.631592
	Iteration 21Q: 3 clusters Score -1.049206e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64729 members 
Mstep: Class 2 contains 27563 members 
Entering Unmasked Estep 
Score: -10492631.000000 Penalty: 3715.631592
	Iteration 22Q: 3 clusters Score -1.049263e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66139 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -10493212.000000 Penalty: 3715.631592
	Iteration 23Q: 3 clusters Score -1.049321e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67595 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -10493833.000000 Penalty: 3715.631592
	Iteration 24Q: 3 clusters Score -1.049383e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69082 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -10494591.000000 Penalty: 3715.631592
	Iteration 25Q: 3 clusters Score -1.049459e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70567 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -10495512.000000 Penalty: 3715.631592
	Iteration 26Q: 3 clusters Score -1.049551e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72025 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -10496340.000000 Penalty: 3715.631592
	Iteration 27Q: 3 clusters Score -1.049634e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73419 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -10497194.000000 Penalty: 3715.631592
	Iteration 28Q: 3 clusters Score -1.049719e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74728 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -10498039.000000 Penalty: 3715.631592
	Iteration 29Q: 3 clusters Score -1.049804e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75820 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -10498627.000000 Penalty: 3715.631592
	Iteration 30Q: 3 clusters Score -1.049863e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76784 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -10499183.000000 Penalty: 3715.631592
	Iteration 31Q: 3 clusters Score -1.049918e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77647 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -10499594.000000 Penalty: 3715.631592
	Iteration 32Q: 3 clusters Score -1.049959e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78472 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -10499946.000000 Penalty: 3715.631592
	Iteration 33Q: 3 clusters Score -1.049995e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79201 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -10500161.000000 Penalty: 3715.631592
	Iteration 34Q: 3 clusters Score -1.050016e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79919 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -10500451.000000 Penalty: 3715.631592
	Iteration 35Q: 3 clusters Score -1.050045e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80569 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -10500729.000000 Penalty: 3715.631592
	Iteration 36Q: 3 clusters Score -1.050073e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81153 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -10500903.000000 Penalty: 3715.631592
	Iteration 37Q: 3 clusters Score -1.05009e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81669 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -10501070.000000 Penalty: 3715.631592
	Iteration 38Q: 3 clusters Score -1.050107e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82169 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -10501192.000000 Penalty: 3715.631592
	Iteration 39Q: 3 clusters Score -1.050119e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82640 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -10501330.000000 Penalty: 3715.631592
	Iteration 40F: 3 clusters Score -1.050133e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83091 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -10501468.000000 Penalty: 3715.631592
	Iteration 41Q: 3 clusters Score -1.050147e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83518 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -10501598.000000 Penalty: 3715.631592
	Iteration 42Q: 3 clusters Score -1.05016e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83928 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -10501701.000000 Penalty: 3715.631592
	Iteration 43Q: 3 clusters Score -1.05017e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84313 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -10501814.000000 Penalty: 3715.631592
	Iteration 44Q: 3 clusters Score -1.050181e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84663 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -10501905.000000 Penalty: 3715.631592
	Iteration 45Q: 3 clusters Score -1.05019e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84989 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -10502026.000000 Penalty: 3715.631592
	Iteration 46Q: 3 clusters Score -1.050203e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85314 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -10502111.000000 Penalty: 3715.631592
	Iteration 47Q: 3 clusters Score -1.050211e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85610 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -10502199.000000 Penalty: 3715.631592
	Iteration 48Q: 3 clusters Score -1.05022e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85905 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -10502300.000000 Penalty: 3715.631592
	Iteration 49Q: 3 clusters Score -1.05023e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86157 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -10502350.000000 Penalty: 3715.631592
	Iteration 50Q: 3 clusters Score -1.050235e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86394 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -10502403.000000 Penalty: 3715.631592
	Iteration 51Q: 3 clusters Score -1.05024e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86611 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -10502439.000000 Penalty: 3715.631592
	Iteration 52Q: 3 clusters Score -1.050244e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86827 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -10502508.000000 Penalty: 3715.631592
	Iteration 53Q: 3 clusters Score -1.050251e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87030 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -10502582.000000 Penalty: 3715.631592
	Iteration 54Q: 3 clusters Score -1.050258e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87195 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -10502626.000000 Penalty: 3715.631592
	Iteration 55Q: 3 clusters Score -1.050263e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87359 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -10502648.000000 Penalty: 3715.631592
	Iteration 56Q: 3 clusters Score -1.050265e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87521 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -10502685.000000 Penalty: 3715.631592
	Iteration 57Q: 3 clusters Score -1.050268e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87671 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -10502677.000000 Penalty: 3715.631592
	Iteration 58Q: 3 clusters Score -1.050268e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87826 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -10502697.000000 Penalty: 3715.631592
	Iteration 59Q: 3 clusters Score -1.05027e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87982 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -10502725.000000 Penalty: 3715.631592
	Iteration 60F: 3 clusters Score -1.050272e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88129 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -10502772.000000 Penalty: 3715.631592
	Iteration 61Q: 3 clusters Score -1.050277e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88276 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -10502796.000000 Penalty: 3715.631592
	Iteration 62Q: 3 clusters Score -1.05028e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88407 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -10502820.000000 Penalty: 3715.631592
	Iteration 63Q: 3 clusters Score -1.050282e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88546 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -10502865.000000 Penalty: 3715.631592
	Iteration 64Q: 3 clusters Score -1.050286e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88669 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -10502897.000000 Penalty: 3715.631592
	Iteration 65Q: 3 clusters Score -1.05029e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88768 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -10502910.000000 Penalty: 3715.631592
	Iteration 66Q: 3 clusters Score -1.050291e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88870 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -10502924.000000 Penalty: 3715.631592
	Iteration 67Q: 3 clusters Score -1.050292e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88979 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -10502945.000000 Penalty: 3715.631592
	Iteration 68Q: 3 clusters Score -1.050294e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89071 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -10502968.000000 Penalty: 3715.631592
	Iteration 69Q: 3 clusters Score -1.050297e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89148 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -10502988.000000 Penalty: 3715.631592
	Iteration 70Q: 3 clusters Score -1.050299e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89222 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -10503000.000000 Penalty: 3715.631592
	Iteration 71Q: 3 clusters Score -1.0503e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89298 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -10503012.000000 Penalty: 3715.631592
	Iteration 72Q: 3 clusters Score -1.050301e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89373 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -10503029.000000 Penalty: 3715.631592
	Iteration 73Q: 3 clusters Score -1.050303e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89443 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -10503045.000000 Penalty: 3715.631592
	Iteration 74Q: 3 clusters Score -1.050304e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89523 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -10503047.000000 Penalty: 3715.631592
	Iteration 75Q: 3 clusters Score -1.050305e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89596 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -10503061.000000 Penalty: 3715.631592
	Iteration 76Q: 3 clusters Score -1.050306e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89659 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -10503089.000000 Penalty: 3715.631592
	Iteration 77Q: 3 clusters Score -1.050309e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89728 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -10503110.000000 Penalty: 3715.631592
	Iteration 78Q: 3 clusters Score -1.050311e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89785 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -10503102.000000 Penalty: 3715.631592
	Iteration 79Q: 3 clusters Score -1.05031e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89857 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -10503126.000000 Penalty: 3715.631592
	Iteration 80F: 3 clusters Score -1.050313e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89944 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -10503191.000000 Penalty: 3715.631592
	Iteration 81Q: 3 clusters Score -1.050319e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90025 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -10503209.000000 Penalty: 3715.631592
	Iteration 82Q: 3 clusters Score -1.050321e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90090 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -10503219.000000 Penalty: 3715.631592
	Iteration 83Q: 3 clusters Score -1.050322e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90167 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -10503243.000000 Penalty: 3715.631592
	Iteration 84Q: 3 clusters Score -1.050324e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90248 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -10503275.000000 Penalty: 3715.631592
	Iteration 85Q: 3 clusters Score -1.050328e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90334 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -10503303.000000 Penalty: 3715.631592
	Iteration 86Q: 3 clusters Score -1.05033e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90429 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -10503335.000000 Penalty: 3715.631592
	Iteration 87Q: 3 clusters Score -1.050334e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90535 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -10503394.000000 Penalty: 3715.631592
	Iteration 88Q: 3 clusters Score -1.050339e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90631 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -10503404.000000 Penalty: 3715.631592
	Iteration 89Q: 3 clusters Score -1.05034e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90725 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -10503427.000000 Penalty: 3715.631592
	Iteration 90Q: 3 clusters Score -1.050343e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90814 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -10503461.000000 Penalty: 3715.631592
	Iteration 91Q: 3 clusters Score -1.050346e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90894 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -10503488.000000 Penalty: 3715.631592
	Iteration 92Q: 3 clusters Score -1.050349e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90958 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -10503490.000000 Penalty: 3715.631592
	Iteration 93Q: 3 clusters Score -1.050349e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91019 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -10503517.000000 Penalty: 3715.631592
	Iteration 94Q: 3 clusters Score -1.050352e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91074 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -10503536.000000 Penalty: 3715.631592
	Iteration 95Q: 3 clusters Score -1.050354e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91126 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -10503573.000000 Penalty: 3715.631592
	Iteration 96Q: 3 clusters Score -1.050357e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91177 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -10503581.000000 Penalty: 3715.631592
	Iteration 97Q: 3 clusters Score -1.050358e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91224 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -10503600.000000 Penalty: 3715.631592
	Iteration 98Q: 3 clusters Score -1.05036e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91265 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -10503625.000000 Penalty: 3715.631592
	Iteration 99Q: 3 clusters Score -1.050362e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91304 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -10503633.000000 Penalty: 3715.631592
	Iteration 100F: 3 clusters Score -1.050363e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91345 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -10503658.000000 Penalty: 3715.631592
	Iteration 101Q: 3 clusters Score -1.050366e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91372 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -10503689.000000 Penalty: 3715.631592
	Iteration 102Q: 3 clusters Score -1.050369e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91400 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -10503694.000000 Penalty: 3715.631592
	Iteration 103Q: 3 clusters Score -1.050369e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91421 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -10503682.000000 Penalty: 3715.631592
	Iteration 104Q: 3 clusters Score -1.050368e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91435 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -10503691.000000 Penalty: 3715.631592
	Iteration 105Q: 3 clusters Score -1.050369e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91448 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -10503708.000000 Penalty: 3715.631592
	Iteration 106Q: 3 clusters Score -1.050371e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91463 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -10503716.000000 Penalty: 3715.631592
	Iteration 107Q: 3 clusters Score -1.050372e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91474 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -10503724.000000 Penalty: 3715.631592
	Iteration 108Q: 3 clusters Score -1.050372e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91483 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -10503729.000000 Penalty: 3715.631592
	Iteration 109Q: 3 clusters Score -1.050373e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91497 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -10503729.000000 Penalty: 3715.631592
	Iteration 110Q: 3 clusters Score -1.050373e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91509 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -10503728.000000 Penalty: 3715.631592
	Iteration 111Q: 3 clusters Score -1.050373e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91511 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -10503729.000000 Penalty: 3715.631592
	Iteration 112Q: 3 clusters Score -1.050373e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91513 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -10503726.000000 Penalty: 3715.631592
	Iteration 113Q: 3 clusters Score -1.050373e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91516 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -10503731.000000 Penalty: 3715.631592
	Iteration 114Q: 3 clusters Score -1.050373e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91516 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -10503731.000000 Penalty: 3715.631592
	Iteration 115Q: 3 clusters Score -1.050373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91520 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -10503732.000000 Penalty: 3715.631592
	Iteration 116Q: 3 clusters Score -1.050373e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91527 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -10503736.000000 Penalty: 3715.631592
	Iteration 117Q: 3 clusters Score -1.050374e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91534 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -10503735.000000 Penalty: 3715.631592
	Iteration 118Q: 3 clusters Score -1.050374e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91540 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -10503738.000000 Penalty: 3715.631592
	Iteration 119Q: 3 clusters Score -1.050374e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91545 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -10503735.000000 Penalty: 3715.631592
	Iteration 120F: 3 clusters Score -1.050374e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91547 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -10503738.000000 Penalty: 3715.631592
	Iteration 121Q: 3 clusters Score -1.050374e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91547 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -10503741.000000 Penalty: 3715.631592
	Iteration 122Q: 3 clusters Score -1.050374e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91547 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -10503741.000000 Penalty: 3715.631592
	Iteration 123F: 3 clusters Score -1.050374e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (16755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Entering Unmasked Estep 
Score: -1826603.750000 Penalty: 1580.548462
	Iteration 0F: 2 clusters Score -1826604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1815169.625000 Penalty: 3161.096924
	Iteration 0F: 3 clusters Score -1815170 nChanged 7422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1819291.875000 Penalty: 3161.096924
	Iteration 1F: 3 clusters Score -1819292 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1819774.500000 Penalty: 3161.096924
	Iteration 2F: 3 clusters Score -1819774 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1820280.500000 Penalty: 3161.096924
	Iteration 3F: 3 clusters Score -1820280 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1820818.875000 Penalty: 3161.096924
	Iteration 4F: 3 clusters Score -1820819 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1821332.000000 Penalty: 3161.096924
	Iteration 5F: 3 clusters Score -1821332 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1821829.750000 Penalty: 3161.096924
	Iteration 6F: 3 clusters Score -1821830 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1822237.625000 Penalty: 3161.096924
	Iteration 7Q: 3 clusters Score -1822238 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1822567.750000 Penalty: 3161.096924
	Iteration 8Q: 3 clusters Score -1822568 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1822840.375000 Penalty: 3161.096924
	Iteration 9Q: 3 clusters Score -1822840 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1823062.750000 Penalty: 3161.096924
	Iteration 10Q: 3 clusters Score -1823063 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1823255.875000 Penalty: 3161.096924
	Iteration 11Q: 3 clusters Score -1823256 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1823397.875000 Penalty: 3161.096924
	Iteration 12Q: 3 clusters Score -1823398 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1823524.250000 Penalty: 3161.096924
	Iteration 13Q: 3 clusters Score -1823524 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1823615.375000 Penalty: 3161.096924
	Iteration 14Q: 3 clusters Score -1823615 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1823682 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1823745 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1823780 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1823821.000000 Penalty: 3161.096924
	Iteration 18Q: 3 clusters Score -1823821 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1823848 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1823875.000000 Penalty: 3161.096924
	Iteration 20F: 3 clusters Score -1823875 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1823896.500000 Penalty: 3161.096924
	Iteration 21Q: 3 clusters Score -1823896 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1823922.875000 Penalty: 3161.096924
	Iteration 22Q: 3 clusters Score -1823923 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1823943.875000 Penalty: 3161.096924
	Iteration 23Q: 3 clusters Score -1823944 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1823962.000000 Penalty: 3161.096924
	Iteration 24Q: 3 clusters Score -1823962 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1823979 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1823996.750000 Penalty: 3161.096924
	Iteration 26Q: 3 clusters Score -1823997 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -1824016.625000 Penalty: 3161.096924
	Iteration 27Q: 3 clusters Score -1824017 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1824030.750000 Penalty: 3161.096924
	Iteration 28Q: 3 clusters Score -1824031 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1824045.875000 Penalty: 3161.096924
	Iteration 29Q: 3 clusters Score -1824046 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1824067.625000 Penalty: 3161.096924
	Iteration 30Q: 3 clusters Score -1824068 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -1824078.125000 Penalty: 3161.096924
	Iteration 31Q: 3 clusters Score -1824078 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1824093.250000 Penalty: 3161.096924
	Iteration 32Q: 3 clusters Score -1824093 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -1824106.875000 Penalty: 3161.096924
	Iteration 33Q: 3 clusters Score -1824107 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -1824124.000000 Penalty: 3161.096924
	Iteration 34Q: 3 clusters Score -1824124 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1824146.375000 Penalty: 3161.096924
	Iteration 35Q: 3 clusters Score -1824146 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1824166 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1824189.875000 Penalty: 3161.096924
	Iteration 37Q: 3 clusters Score -1824190 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -1824209.750000 Penalty: 3161.096924
	Iteration 38Q: 3 clusters Score -1824210 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1824239.125000 Penalty: 3161.096924
	Iteration 39Q: 3 clusters Score -1824239 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -1824270.500000 Penalty: 3161.096924
	Iteration 40F: 3 clusters Score -1824270 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1824299 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1824332 nChanged 124
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1824362 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1824401 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1824435 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -1824454.500000 Penalty: 3161.096924
	Iteration 46Q: 3 clusters Score -1824454 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -1824481.125000 Penalty: 3161.096924
	Iteration 47Q: 3 clusters Score -1824481 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -1824503.750000 Penalty: 3161.096924
	Iteration 48Q: 3 clusters Score -1824504 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -1824528.750000 Penalty: 3161.096924
	Iteration 49Q: 3 clusters Score -1824529 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -1824557.125000 Penalty: 3161.096924
	Iteration 50Q: 3 clusters Score -1824557 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -1824578.750000 Penalty: 3161.096924
	Iteration 51Q: 3 clusters Score -1824579 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -1824609.375000 Penalty: 3161.096924
	Iteration 52Q: 3 clusters Score -1824609 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -1824627.500000 Penalty: 3161.096924
	Iteration 53Q: 3 clusters Score -1824628 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -1824655.875000 Penalty: 3161.096924
	Iteration 54Q: 3 clusters Score -1824656 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -1824690.625000 Penalty: 3161.096924
	Iteration 55Q: 3 clusters Score -1824691 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -1824721.125000 Penalty: 3161.096924
	Iteration 56Q: 3 clusters Score -1824721 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -1824750.875000 Penalty: 3161.096924
	Iteration 57Q: 3 clusters Score -1824751 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -1824776.375000 Penalty: 3161.096924
	Iteration 58Q: 3 clusters Score -1824776 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -1824801.625000 Penalty: 3161.096924
	Iteration 59Q: 3 clusters Score -1824802 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -1824819.000000 Penalty: 3161.096924
	Iteration 60F: 3 clusters Score -1824819 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -1824844.625000 Penalty: 3161.096924
	Iteration 61Q: 3 clusters Score -1824845 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -1824875.750000 Penalty: 3161.096924
	Iteration 62Q: 3 clusters Score -1824876 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -1824908.625000 Penalty: 3161.096924
	Iteration 63Q: 3 clusters Score -1824909 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -1824926.125000 Penalty: 3161.096924
	Iteration 64Q: 3 clusters Score -1824926 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -1824956.000000 Penalty: 3161.096924
	Iteration 65Q: 3 clusters Score -1824956 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -1824987.875000 Penalty: 3161.096924
	Iteration 66Q: 3 clusters Score -1824988 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -1825007.125000 Penalty: 3161.096924
	Iteration 67Q: 3 clusters Score -1825007 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -1825034.875000 Penalty: 3161.096924
	Iteration 68Q: 3 clusters Score -1825035 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -1825054.375000 Penalty: 3161.096924
	Iteration 69Q: 3 clusters Score -1825054 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -1825077.000000 Penalty: 3161.096924
	Iteration 70Q: 3 clusters Score -1825077 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1825089 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -1825099.750000 Penalty: 3161.096924
	Iteration 72Q: 3 clusters Score -1825100 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -1825119.375000 Penalty: 3161.096924
	Iteration 73Q: 3 clusters Score -1825119 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -1825135.625000 Penalty: 3161.096924
	Iteration 74Q: 3 clusters Score -1825136 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -1825154.750000 Penalty: 3161.096924
	Iteration 75Q: 3 clusters Score -1825155 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -1825166.750000 Penalty: 3161.096924
	Iteration 76Q: 3 clusters Score -1825167 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -1825171.500000 Penalty: 3161.096924
	Iteration 77Q: 3 clusters Score -1825172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -1825173.625000 Penalty: 3161.096924
	Iteration 78Q: 3 clusters Score -1825174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -1825184.375000 Penalty: 3161.096924
	Iteration 79Q: 3 clusters Score -1825184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -1825189.125000 Penalty: 3161.096924
	Iteration 80F: 3 clusters Score -1825189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1825190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1825187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1825188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -1825190.375000 Penalty: 3161.096924
	Iteration 84Q: 3 clusters Score -1825190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1825191 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 734 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1825195 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1825195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -1825191.625000 Penalty: 3161.096924
	Iteration 88Q: 3 clusters Score -1825192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1825194 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1825196 nChanged 1
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1825196 nChanged 1
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
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	Iteration 92Q: 3 clusters Score -1825195 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1825197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -1825200.250000 Penalty: 3161.096924
	Iteration 94Q: 3 clusters Score -1825200 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -1825202.000000 Penalty: 3161.096924
	Iteration 95Q: 3 clusters Score -1825202 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1825204 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -1825199.000000 Penalty: 3161.096924
	Iteration 97Q: 3 clusters Score -1825199 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -1825204.125000 Penalty: 3161.096924
	Iteration 98Q: 3 clusters Score -1825204 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -1825205.125000 Penalty: 3161.096924
	Iteration 99Q: 3 clusters Score -1825205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -1825208.500000 Penalty: 3161.096924
	Iteration 100F: 3 clusters Score -1825208 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -1825215.250000 Penalty: 3161.096924
	Iteration 101Q: 3 clusters Score -1825215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -1825215.875000 Penalty: 3161.096924
	Iteration 102Q: 3 clusters Score -1825216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -1825218.625000 Penalty: 3161.096924
	Iteration 103Q: 3 clusters Score -1825219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -1825218.875000 Penalty: 3161.096924
	Iteration 104Q: 3 clusters Score -1825219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -1825221.625000 Penalty: 3161.096924
	Iteration 105Q: 3 clusters Score -1825222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -1825219.750000 Penalty: 3161.096924
	Iteration 106Q: 3 clusters Score -1825220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -1825222.500000 Penalty: 3161.096924
	Iteration 107Q: 3 clusters Score -1825222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -1825225.000000 Penalty: 3161.096924
	Iteration 108Q: 3 clusters Score -1825225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -1825223.750000 Penalty: 3161.096924
	Iteration 109Q: 3 clusters Score -1825224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -1825224.000000 Penalty: 3161.096924
	Iteration 110Q: 3 clusters Score -1825224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -1825224.500000 Penalty: 3161.096924
	Iteration 111Q: 3 clusters Score -1825224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -1825228.750000 Penalty: 3161.096924
	Iteration 112Q: 3 clusters Score -1825229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -1825231.375000 Penalty: 3161.096924
	Iteration 113Q: 3 clusters Score -1825231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -1825231.375000 Penalty: 3161.096924
	Iteration 114Q: 3 clusters Score -1825231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -1825229.875000 Penalty: 3161.096924
	Iteration 115Q: 3 clusters Score -1825230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -1825232.125000 Penalty: 3161.096924
	Iteration 116Q: 3 clusters Score -1825232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -1825232.125000 Penalty: 3161.096924
	Iteration 117Q: 3 clusters Score -1825232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -1825233.375000 Penalty: 3161.096924
	Iteration 118Q: 3 clusters Score -1825233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -1825234.500000 Penalty: 3161.096924
	Iteration 119Q: 3 clusters Score -1825234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -1825234.375000 Penalty: 3161.096924
	Iteration 120F: 3 clusters Score -1825234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -1825238.500000 Penalty: 3161.096924
	Iteration 121Q: 3 clusters Score -1825238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -1825241.125000 Penalty: 3161.096924
	Iteration 122Q: 3 clusters Score -1825241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -1825243.875000 Penalty: 3161.096924
	Iteration 123Q: 3 clusters Score -1825244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -1825244.250000 Penalty: 3161.096924
	Iteration 124Q: 3 clusters Score -1825244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -1825244.500000 Penalty: 3161.096924
	Iteration 125Q: 3 clusters Score -1825244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -1825244.250000 Penalty: 3161.096924
	Iteration 126Q: 3 clusters Score -1825244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -1825245.625000 Penalty: 3161.096924
	Iteration 127Q: 3 clusters Score -1825246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -1825244.500000 Penalty: 3161.096924
	Iteration 128Q: 3 clusters Score -1825244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -1825244.875000 Penalty: 3161.096924
	Iteration 129Q: 3 clusters Score -1825245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -1825246.125000 Penalty: 3161.096924
	Iteration 130Q: 3 clusters Score -1825246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -1825247.500000 Penalty: 3161.096924
	Iteration 131Q: 3 clusters Score -1825248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -1825249.875000 Penalty: 3161.096924
	Iteration 132Q: 3 clusters Score -1825250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -1825251.250000 Penalty: 3161.096924
	Iteration 133Q: 3 clusters Score -1825251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -1825252.000000 Penalty: 3161.096924
	Iteration 134Q: 3 clusters Score -1825252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -1825256.500000 Penalty: 3161.096924
	Iteration 135Q: 3 clusters Score -1825256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -1825265.000000 Penalty: 3161.096924
	Iteration 136Q: 3 clusters Score -1825265 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -1825270.750000 Penalty: 3161.096924
	Iteration 137Q: 3 clusters Score -1825271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -1825275.125000 Penalty: 3161.096924
	Iteration 138Q: 3 clusters Score -1825275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -1825278.500000 Penalty: 3161.096924
	Iteration 139Q: 3 clusters Score -1825278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -1825278.750000 Penalty: 3161.096924
	Iteration 140F: 3 clusters Score -1825279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -1825283.875000 Penalty: 3161.096924
	Iteration 141Q: 3 clusters Score -1825284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -1825285.000000 Penalty: 3161.096924
	Iteration 142Q: 3 clusters Score -1825285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -1825285.875000 Penalty: 3161.096924
	Iteration 143Q: 3 clusters Score -1825286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -1825291.875000 Penalty: 3161.096924
	Iteration 144Q: 3 clusters Score -1825292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -1825294.875000 Penalty: 3161.096924
	Iteration 145Q: 3 clusters Score -1825295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -1825297.000000 Penalty: 3161.096924
	Iteration 146Q: 3 clusters Score -1825297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -1825298.000000 Penalty: 3161.096924
	Iteration 147Q: 3 clusters Score -1825298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -1825300.875000 Penalty: 3161.096924
	Iteration 148Q: 3 clusters Score -1825301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -1825300.750000 Penalty: 3161.096924
	Iteration 149Q: 3 clusters Score -1825301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -1825301.375000 Penalty: 3161.096924
	Iteration 150Q: 3 clusters Score -1825301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -1825301.625000 Penalty: 3161.096924
	Iteration 151Q: 3 clusters Score -1825302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -1825300.375000 Penalty: 3161.096924
	Iteration 152Q: 3 clusters Score -1825300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -1825300.375000 Penalty: 3161.096924
	Iteration 153F: 3 clusters Score -1825300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (37546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37546 members 
Entering Unmasked Estep 
Score: -4268422.500000 Penalty: 1711.664917
	Iteration 0F: 2 clusters Score -4268422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -4243262.500000 Penalty: 3423.329834
	Iteration 0F: 3 clusters Score -4243262 nChanged 17408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -4253165.000000 Penalty: 3423.329834
	Iteration 1F: 3 clusters Score -4253165 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -4253617.000000 Penalty: 3423.329834
	Iteration 2Q: 3 clusters Score -4253617 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -4254090.000000 Penalty: 3423.329834
	Iteration 3Q: 3 clusters Score -4254090 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -4254634.500000 Penalty: 3423.329834
	Iteration 4Q: 3 clusters Score -4254634 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -4255341.000000 Penalty: 3423.329834
	Iteration 5Q: 3 clusters Score -4255341 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -4256263.500000 Penalty: 3423.329834
	Iteration 6Q: 3 clusters Score -4256264 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -4257478.500000 Penalty: 3423.329834
	Iteration 7F: 3 clusters Score -4257478 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -4258925.500000 Penalty: 3423.329834
	Iteration 8F: 3 clusters Score -4258926 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -4260248.000000 Penalty: 3423.329834
	Iteration 9F: 3 clusters Score -4260248 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -4261087.500000 Penalty: 3423.329834
	Iteration 10Q: 3 clusters Score -4261088 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -4261488.500000 Penalty: 3423.329834
	Iteration 11Q: 3 clusters Score -4261488 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -4261686.500000 Penalty: 3423.329834
	Iteration 12Q: 3 clusters Score -4261686 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -4261848.500000 Penalty: 3423.329834
	Iteration 13Q: 3 clusters Score -4261848 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -4261988.000000 Penalty: 3423.329834
	Iteration 14Q: 3 clusters Score -4261988 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -4262142.000000 Penalty: 3423.329834
	Iteration 15Q: 3 clusters Score -4262142 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -4262253.000000 Penalty: 3423.329834
	Iteration 16Q: 3 clusters Score -4262253 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -4262369.000000 Penalty: 3423.329834
	Iteration 17Q: 3 clusters Score -4262369 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -4262485.500000 Penalty: 3423.329834
	Iteration 18Q: 3 clusters Score -4262486 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -4262574.000000 Penalty: 3423.329834
	Iteration 19Q: 3 clusters Score -4262574 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -4262695.500000 Penalty: 3423.329834
	Iteration 20F: 3 clusters Score -4262696 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -4262811.500000 Penalty: 3423.329834
	Iteration 21Q: 3 clusters Score -4262812 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -4262929.500000 Penalty: 3423.329834
	Iteration 22Q: 3 clusters Score -4262930 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -4263053.000000 Penalty: 3423.329834
	Iteration 23Q: 3 clusters Score -4263053 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -4263170.000000 Penalty: 3423.329834
	Iteration 24Q: 3 clusters Score -4263170 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -4263256.000000 Penalty: 3423.329834
	Iteration 25Q: 3 clusters Score -4263256 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -4263386.000000 Penalty: 3423.329834
	Iteration 26Q: 3 clusters Score -4263386 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -4263464.500000 Penalty: 3423.329834
	Iteration 27Q: 3 clusters Score -4263464 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -4263574.000000 Penalty: 3423.329834
	Iteration 28Q: 3 clusters Score -4263574 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -4263673.500000 Penalty: 3423.329834
	Iteration 29Q: 3 clusters Score -4263674 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -4263776.500000 Penalty: 3423.329834
	Iteration 30Q: 3 clusters Score -4263776 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -4263902.000000 Penalty: 3423.329834
	Iteration 31Q: 3 clusters Score -4263902 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -4263997.500000 Penalty: 3423.329834
	Iteration 32Q: 3 clusters Score -4263998 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -4264102.000000 Penalty: 3423.329834
	Iteration 33Q: 3 clusters Score -4264102 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -4264229.000000 Penalty: 3423.329834
	Iteration 34Q: 3 clusters Score -4264229 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -4264328.000000 Penalty: 3423.329834
	Iteration 35Q: 3 clusters Score -4264328 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28894 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -4264431.500000 Penalty: 3423.329834
	Iteration 36Q: 3 clusters Score -4264432 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -4264526.500000 Penalty: 3423.329834
	Iteration 37Q: 3 clusters Score -4264526 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29585 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -4264626.500000 Penalty: 3423.329834
	Iteration 38Q: 3 clusters Score -4264626 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29930 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -4264707.000000 Penalty: 3423.329834
	Iteration 39Q: 3 clusters Score -4264707 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -4264776.500000 Penalty: 3423.329834
	Iteration 40F: 3 clusters Score -4264776 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30499 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -4264858.000000 Penalty: 3423.329834
	Iteration 41Q: 3 clusters Score -4264858 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30784 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -4264946.500000 Penalty: 3423.329834
	Iteration 42Q: 3 clusters Score -4264946 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31079 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -4265014.500000 Penalty: 3423.329834
	Iteration 43Q: 3 clusters Score -4265014 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -4265101.500000 Penalty: 3423.329834
	Iteration 44Q: 3 clusters Score -4265102 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31582 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -4265156.500000 Penalty: 3423.329834
	Iteration 45Q: 3 clusters Score -4265156 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -4265212.500000 Penalty: 3423.329834
	Iteration 46Q: 3 clusters Score -4265212 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32080 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -4265280.500000 Penalty: 3423.329834
	Iteration 47Q: 3 clusters Score -4265280 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -4265334.000000 Penalty: 3423.329834
	Iteration 48Q: 3 clusters Score -4265334 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32502 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -4265384.500000 Penalty: 3423.329834
	Iteration 49Q: 3 clusters Score -4265384 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32742 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -4265447.500000 Penalty: 3423.329834
	Iteration 50Q: 3 clusters Score -4265448 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32993 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -4265509.500000 Penalty: 3423.329834
	Iteration 51Q: 3 clusters Score -4265510 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33227 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -4265588.000000 Penalty: 3423.329834
	Iteration 52Q: 3 clusters Score -4265588 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -4265672.000000 Penalty: 3423.329834
	Iteration 53Q: 3 clusters Score -4265672 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33722 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -4265757.000000 Penalty: 3423.329834
	Iteration 54Q: 3 clusters Score -4265757 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33954 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -4265818.000000 Penalty: 3423.329834
	Iteration 55Q: 3 clusters Score -4265818 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34186 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -4265895.000000 Penalty: 3423.329834
	Iteration 56Q: 3 clusters Score -4265895 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34404 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -4265972.500000 Penalty: 3423.329834
	Iteration 57Q: 3 clusters Score -4265972 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34638 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -4266048.000000 Penalty: 3423.329834
	Iteration 58Q: 3 clusters Score -4266048 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34821 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -4266128.000000 Penalty: 3423.329834
	Iteration 59Q: 3 clusters Score -4266128 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35011 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -4266206.500000 Penalty: 3423.329834
	Iteration 60F: 3 clusters Score -4266206 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -4266299.000000 Penalty: 3423.329834
	Iteration 61Q: 3 clusters Score -4266299 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35383 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -4266366.000000 Penalty: 3423.329834
	Iteration 62Q: 3 clusters Score -4266366 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35528 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -4266429.500000 Penalty: 3423.329834
	Iteration 63Q: 3 clusters Score -4266430 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35673 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -4266496.500000 Penalty: 3423.329834
	Iteration 64Q: 3 clusters Score -4266496 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35789 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -4266542.000000 Penalty: 3423.329834
	Iteration 65Q: 3 clusters Score -4266542 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35890 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -4266572.500000 Penalty: 3423.329834
	Iteration 66Q: 3 clusters Score -4266572 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35973 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -4266602.000000 Penalty: 3423.329834
	Iteration 67Q: 3 clusters Score -4266602 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -4266628.000000 Penalty: 3423.329834
	Iteration 68Q: 3 clusters Score -4266628 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36114 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -4266661.500000 Penalty: 3423.329834
	Iteration 69Q: 3 clusters Score -4266662 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -4266687.000000 Penalty: 3423.329834
	Iteration 70Q: 3 clusters Score -4266687 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36260 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -4266714.500000 Penalty: 3423.329834
	Iteration 71Q: 3 clusters Score -4266714 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36315 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -4266747.500000 Penalty: 3423.329834
	Iteration 72Q: 3 clusters Score -4266748 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36375 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -4266778.500000 Penalty: 3423.329834
	Iteration 73Q: 3 clusters Score -4266778 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36429 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -4266801.000000 Penalty: 3423.329834
	Iteration 74Q: 3 clusters Score -4266801 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -4266819.000000 Penalty: 3423.329834
	Iteration 75Q: 3 clusters Score -4266819 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36505 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -4266843.500000 Penalty: 3423.329834
	Iteration 76Q: 3 clusters Score -4266844 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36529 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -4266850.000000 Penalty: 3423.329834
	Iteration 77Q: 3 clusters Score -4266850 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36550 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -4266857.000000 Penalty: 3423.329834
	Iteration 78Q: 3 clusters Score -4266857 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -4266865.000000 Penalty: 3423.329834
	Iteration 79Q: 3 clusters Score -4266865 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36590 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -4266873.500000 Penalty: 3423.329834
	Iteration 80F: 3 clusters Score -4266874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36604 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -4266877.500000 Penalty: 3423.329834
	Iteration 81Q: 3 clusters Score -4266878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36614 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -4266884.500000 Penalty: 3423.329834
	Iteration 82Q: 3 clusters Score -4266884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36620 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -4266887.000000 Penalty: 3423.329834
	Iteration 83Q: 3 clusters Score -4266887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36628 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -4266893.000000 Penalty: 3423.329834
	Iteration 84Q: 3 clusters Score -4266893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36633 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -4266895.500000 Penalty: 3423.329834
	Iteration 85Q: 3 clusters Score -4266896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36645 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -4266896.000000 Penalty: 3423.329834
	Iteration 86Q: 3 clusters Score -4266896 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36666 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -4266902.000000 Penalty: 3423.329834
	Iteration 87Q: 3 clusters Score -4266902 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36680 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -4266909.000000 Penalty: 3423.329834
	Iteration 88Q: 3 clusters Score -4266909 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36697 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -4266916.000000 Penalty: 3423.329834
	Iteration 89Q: 3 clusters Score -4266916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36704 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -4266920.500000 Penalty: 3423.329834
	Iteration 90Q: 3 clusters Score -4266920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36714 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -4266920.000000 Penalty: 3423.329834
	Iteration 91Q: 3 clusters Score -4266920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36722 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -4266926.500000 Penalty: 3423.329834
	Iteration 92Q: 3 clusters Score -4266926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -4266938.000000 Penalty: 3423.329834
	Iteration 93Q: 3 clusters Score -4266938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36740 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4266942.000000 Penalty: 3423.329834
	Iteration 94Q: 3 clusters Score -4266942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36751 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4266943.500000 Penalty: 3423.329834
	Iteration 95Q: 3 clusters Score -4266944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36765 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -4266948.500000 Penalty: 3423.329834
	Iteration 96Q: 3 clusters Score -4266948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36775 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4266949.500000 Penalty: 3423.329834
	Iteration 97Q: 3 clusters Score -4266950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36785 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4266967.000000 Penalty: 3423.329834
	Iteration 98Q: 3 clusters Score -4266967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4266965.000000 Penalty: 3423.329834
	Iteration 99Q: 3 clusters Score -4266965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36801 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -4266961.500000 Penalty: 3423.329834
	Iteration 100F: 3 clusters Score -4266962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36805 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -4266964.500000 Penalty: 3423.329834
	Iteration 101Q: 3 clusters Score -4266964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4266964.000000 Penalty: 3423.329834
	Iteration 102Q: 3 clusters Score -4266964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36820 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -4266973.000000 Penalty: 3423.329834
	Iteration 103Q: 3 clusters Score -4266973 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -4266982.000000 Penalty: 3423.329834
	Iteration 104Q: 3 clusters Score -4266982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -4266989.000000 Penalty: 3423.329834
	Iteration 105Q: 3 clusters Score -4266989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4266988.500000 Penalty: 3423.329834
	Iteration 106Q: 3 clusters Score -4266988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36850 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4266992.500000 Penalty: 3423.329834
	Iteration 107Q: 3 clusters Score -4266992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36856 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -4266987.500000 Penalty: 3423.329834
	Iteration 108Q: 3 clusters Score -4266988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36859 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -4266993.000000 Penalty: 3423.329834
	Iteration 109Q: 3 clusters Score -4266993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36861 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -4266994.000000 Penalty: 3423.329834
	Iteration 110Q: 3 clusters Score -4266994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36865 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -4266995.500000 Penalty: 3423.329834
	Iteration 111Q: 3 clusters Score -4266996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4267001.000000 Penalty: 3423.329834
	Iteration 112Q: 3 clusters Score -4267001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36868 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4267000.500000 Penalty: 3423.329834
	Iteration 113Q: 3 clusters Score -4267000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36869 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4266999.500000 Penalty: 3423.329834
	Iteration 114Q: 3 clusters Score -4267000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36869 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4266999.500000 Penalty: 3423.329834
	Iteration 115F: 3 clusters Score -4267000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Entering Unmasked Estep 
Score: -1064865.375000 Penalty: 1483.060181
	Iteration 0F: 2 clusters Score -1064865 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 4595 members 
Entering Unmasked Estep 
Score: -1058277.500000 Penalty: 2966.120361
	Iteration 0F: 3 clusters Score -1058278 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1060547.375000 Penalty: 2966.120361
	Iteration 1F: 3 clusters Score -1060547 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1060941.250000 Penalty: 2966.120361
	Iteration 2F: 3 clusters Score -1060941 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1061357.250000 Penalty: 2966.120361
	Iteration 3F: 3 clusters Score -1061357 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1061779.125000 Penalty: 2966.120361
	Iteration 4F: 3 clusters Score -1061779 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1062183.750000 Penalty: 2966.120361
	Iteration 5F: 3 clusters Score -1062184 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1062567.500000 Penalty: 2966.120361
	Iteration 6F: 3 clusters Score -1062568 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1062857.625000 Penalty: 2966.120361
	Iteration 7Q: 3 clusters Score -1062858 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1063080.750000 Penalty: 2966.120361
	Iteration 8Q: 3 clusters Score -1063081 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1063241.875000 Penalty: 2966.120361
	Iteration 9Q: 3 clusters Score -1063242 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1063350.750000 Penalty: 2966.120361
	Iteration 10Q: 3 clusters Score -1063351 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1063428.875000 Penalty: 2966.120361
	Iteration 11Q: 3 clusters Score -1063429 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1063491.125000 Penalty: 2966.120361
	Iteration 12Q: 3 clusters Score -1063491 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1063541.000000 Penalty: 2966.120361
	Iteration 13Q: 3 clusters Score -1063541 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1063595.000000 Penalty: 2966.120361
	Iteration 14Q: 3 clusters Score -1063595 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1063633.375000 Penalty: 2966.120361
	Iteration 15Q: 3 clusters Score -1063633 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1063661.250000 Penalty: 2966.120361
	Iteration 16Q: 3 clusters Score -1063661 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1063677.750000 Penalty: 2966.120361
	Iteration 17Q: 3 clusters Score -1063678 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1063693.375000 Penalty: 2966.120361
	Iteration 18Q: 3 clusters Score -1063693 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1063706.000000 Penalty: 2966.120361
	Iteration 19Q: 3 clusters Score -1063706 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1063718.250000 Penalty: 2966.120361
	Iteration 20F: 3 clusters Score -1063718 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1063729.375000 Penalty: 2966.120361
	Iteration 21Q: 3 clusters Score -1063729 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1063738.750000 Penalty: 2966.120361
	Iteration 22Q: 3 clusters Score -1063739 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1063751.000000 Penalty: 2966.120361
	Iteration 23Q: 3 clusters Score -1063751 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1063755.625000 Penalty: 2966.120361
	Iteration 24Q: 3 clusters Score -1063756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1063759.375000 Penalty: 2966.120361
	Iteration 25Q: 3 clusters Score -1063759 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1063763.000000 Penalty: 2966.120361
	Iteration 26Q: 3 clusters Score -1063763 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1063768.000000 Penalty: 2966.120361
	Iteration 27Q: 3 clusters Score -1063768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1063772.750000 Penalty: 2966.120361
	Iteration 28Q: 3 clusters Score -1063773 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1063777.375000 Penalty: 2966.120361
	Iteration 29Q: 3 clusters Score -1063777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1063777.000000 Penalty: 2966.120361
	Iteration 30Q: 3 clusters Score -1063777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1063781.500000 Penalty: 2966.120361
	Iteration 31Q: 3 clusters Score -1063782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1063784.500000 Penalty: 2966.120361
	Iteration 32Q: 3 clusters Score -1063784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1063787.250000 Penalty: 2966.120361
	Iteration 33Q: 3 clusters Score -1063787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1063790.250000 Penalty: 2966.120361
	Iteration 34Q: 3 clusters Score -1063790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1063790.750000 Penalty: 2966.120361
	Iteration 35Q: 3 clusters Score -1063791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1063791.000000 Penalty: 2966.120361
	Iteration 36Q: 3 clusters Score -1063791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1063792.875000 Penalty: 2966.120361
	Iteration 37Q: 3 clusters Score -1063793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1063794.625000 Penalty: 2966.120361
	Iteration 38Q: 3 clusters Score -1063795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1063795.500000 Penalty: 2966.120361
	Iteration 39Q: 3 clusters Score -1063796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1063798.000000 Penalty: 2966.120361
	Iteration 40F: 3 clusters Score -1063798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1063796.375000 Penalty: 2966.120361
	Iteration 41Q: 3 clusters Score -1063796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1063798.625000 Penalty: 2966.120361
	Iteration 42Q: 3 clusters Score -1063799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1063798.875000 Penalty: 2966.120361
	Iteration 43Q: 3 clusters Score -1063799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1063799.625000 Penalty: 2966.120361
	Iteration 44Q: 3 clusters Score -1063800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1063801.500000 Penalty: 2966.120361
	Iteration 45Q: 3 clusters Score -1063802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1063799.750000 Penalty: 2966.120361
	Iteration 46Q: 3 clusters Score -1063800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1063800.375000 Penalty: 2966.120361
	Iteration 47Q: 3 clusters Score -1063800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1063805.250000 Penalty: 2966.120361
	Iteration 48Q: 3 clusters Score -1063805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1063804.250000 Penalty: 2966.120361
	Iteration 49Q: 3 clusters Score -1063804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1063805.125000 Penalty: 2966.120361
	Iteration 50Q: 3 clusters Score -1063805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1063808.625000 Penalty: 2966.120361
	Iteration 51Q: 3 clusters Score -1063809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1063809.500000 Penalty: 2966.120361
	Iteration 52Q: 3 clusters Score -1063810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1063810.375000 Penalty: 2966.120361
	Iteration 53Q: 3 clusters Score -1063810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1063812.000000 Penalty: 2966.120361
	Iteration 54Q: 3 clusters Score -1063812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1063812.125000 Penalty: 2966.120361
	Iteration 55Q: 3 clusters Score -1063812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1063813.375000 Penalty: 2966.120361
	Iteration 56Q: 3 clusters Score -1063813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1063813.750000 Penalty: 2966.120361
	Iteration 57Q: 3 clusters Score -1063814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1063813.875000 Penalty: 2966.120361
	Iteration 58Q: 3 clusters Score -1063814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1063815.875000 Penalty: 2966.120361
	Iteration 59Q: 3 clusters Score -1063816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1063815.250000 Penalty: 2966.120361
	Iteration 60F: 3 clusters Score -1063815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -9307.406250 Penalty: 840.203674
	Iteration 0F: 2 clusters Score -9307.406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8684.972656 Penalty: 1680.407349
	Iteration 0F: 3 clusters Score -8684.973 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8878.015625 Penalty: 1680.407349
	Iteration 1F: 3 clusters Score -8878.016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8912.119141 Penalty: 1680.407349
	Iteration 2Q: 3 clusters Score -8912.119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8947.306641 Penalty: 1680.407349
	Iteration 3Q: 3 clusters Score -8947.307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8957.467773 Penalty: 1680.407349
	Iteration 4Q: 3 clusters Score -8957.468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -8957.467773 Penalty: 1680.407349
	Iteration 5F: 3 clusters Score -8957.468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Entering Unmasked Estep 
Score: -29396.558594 Penalty: 957.392151
	Iteration 0F: 2 clusters Score -29396.56 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 189 members 
Entering Unmasked Estep 
Score: -28583.660156 Penalty: 1914.784302
	Iteration 0F: 3 clusters Score -28583.66 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -28739.705078 Penalty: 1914.784302
	Iteration 1F: 3 clusters Score -28739.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -28779.400391 Penalty: 1914.784302
	Iteration 2F: 3 clusters Score -28779.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -28812.130859 Penalty: 1914.784302
	Iteration 3Q: 3 clusters Score -28812.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -28838.613281 Penalty: 1914.784302
	Iteration 4Q: 3 clusters Score -28838.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -28860.498047 Penalty: 1914.784302
	Iteration 5Q: 3 clusters Score -28860.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -28873.529297 Penalty: 1914.784302
	Iteration 6Q: 3 clusters Score -28873.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -28879.949219 Penalty: 1914.784302
	Iteration 7Q: 3 clusters Score -28879.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -28880.791016 Penalty: 1914.784302
	Iteration 8Q: 3 clusters Score -28880.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -28880.791016 Penalty: 1914.784302
	Iteration 9F: 3 clusters Score -28880.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Entering Unmasked Estep 
Score: -993657.437500 Penalty: 1474.944214
	Iteration 0F: 2 clusters Score -993657.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -987285.000000 Penalty: 2949.888428
	Iteration 0F: 3 clusters Score -987285 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -989341.750000 Penalty: 2949.888428
	Iteration 1F: 3 clusters Score -989341.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -989546.750000 Penalty: 2949.888428
	Iteration 2F: 3 clusters Score -989546.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -989740.437500 Penalty: 2949.888428
	Iteration 3Q: 3 clusters Score -989740.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -989926.125000 Penalty: 2949.888428
	Iteration 4Q: 3 clusters Score -989926.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -990139.625000 Penalty: 2949.888428
	Iteration 5Q: 3 clusters Score -990139.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -990384.437500 Penalty: 2949.888428
	Iteration 6Q: 3 clusters Score -990384.4 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -990730.687500 Penalty: 2949.888428
	Iteration 7F: 3 clusters Score -990730.7 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -991145.437500 Penalty: 2949.888428
	Iteration 8F: 3 clusters Score -991145.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -991511.875000 Penalty: 2949.888428
	Iteration 9Q: 3 clusters Score -991511.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -991813.000000 Penalty: 2949.888428
	Iteration 10Q: 3 clusters Score -991813 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -992018.125000 Penalty: 2949.888428
	Iteration 11Q: 3 clusters Score -992018.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -992172.500000 Penalty: 2949.888428
	Iteration 12Q: 3 clusters Score -992172.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -992267.750000 Penalty: 2949.888428
	Iteration 13Q: 3 clusters Score -992267.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -992309.562500 Penalty: 2949.888428
	Iteration 14Q: 3 clusters Score -992309.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -992347.375000 Penalty: 2949.888428
	Iteration 15Q: 3 clusters Score -992347.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -992373.000000 Penalty: 2949.888428
	Iteration 16Q: 3 clusters Score -992373 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -992393.937500 Penalty: 2949.888428
	Iteration 17Q: 3 clusters Score -992393.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -992407.187500 Penalty: 2949.888428
	Iteration 18Q: 3 clusters Score -992407.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -992417.812500 Penalty: 2949.888428
	Iteration 19Q: 3 clusters Score -992417.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -992427.000000 Penalty: 2949.888428
	Iteration 20F: 3 clusters Score -992427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -992433.812500 Penalty: 2949.888428
	Iteration 21Q: 3 clusters Score -992433.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -992439.625000 Penalty: 2949.888428
	Iteration 22Q: 3 clusters Score -992439.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -992450.250000 Penalty: 2949.888428
	Iteration 23Q: 3 clusters Score -992450.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -992455.687500 Penalty: 2949.888428
	Iteration 24Q: 3 clusters Score -992455.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -992463.250000 Penalty: 2949.888428
	Iteration 25Q: 3 clusters Score -992463.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -992467.000000 Penalty: 2949.888428
	Iteration 26Q: 3 clusters Score -992467 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -992471.437500 Penalty: 2949.888428
	Iteration 27Q: 3 clusters Score -992471.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -992473.562500 Penalty: 2949.888428
	Iteration 28Q: 3 clusters Score -992473.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -992474.375000 Penalty: 2949.888428
	Iteration 29Q: 3 clusters Score -992474.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -992474.375000 Penalty: 2949.888428
	Iteration 30F: 3 clusters Score -992474.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Entering Unmasked Estep 
Score: -69239.703125 Penalty: 1064.085571
	Iteration 0F: 2 clusters Score -69239.7 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 358 members 
Entering Unmasked Estep 
Score: -68058.835938 Penalty: 2128.171143
	Iteration 0F: 3 clusters Score -68058.84 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -68327.179688 Penalty: 2128.171143
	Iteration 1F: 3 clusters Score -68327.18 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -68479.351562 Penalty: 2128.171143
	Iteration 2F: 3 clusters Score -68479.35 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -68640.273438 Penalty: 2128.171143
	Iteration 3F: 3 clusters Score -68640.27 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -68769.015625 Penalty: 2128.171143
	Iteration 4F: 3 clusters Score -68769.02 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -68881.781250 Penalty: 2128.171143
	Iteration 5F: 3 clusters Score -68881.78 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -68958.835938 Penalty: 2128.171143
	Iteration 6Q: 3 clusters Score -68958.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -68997.289062 Penalty: 2128.171143
	Iteration 7Q: 3 clusters Score -68997.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -69034.593750 Penalty: 2128.171143
	Iteration 8Q: 3 clusters Score -69034.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -69046.101562 Penalty: 2128.171143
	Iteration 9Q: 3 clusters Score -69046.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -69058.593750 Penalty: 2128.171143
	Iteration 10Q: 3 clusters Score -69058.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -69062.492188 Penalty: 2128.171143
	Iteration 11Q: 3 clusters Score -69062.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -69063.226562 Penalty: 2128.171143
	Iteration 12Q: 3 clusters Score -69063.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -69063.226562 Penalty: 2128.171143
	Iteration 13F: 3 clusters Score -69063.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Entering Unmasked Estep 
Score: -2052120.250000 Penalty: 1599.581421
	Iteration 0F: 2 clusters Score -2052120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -2039166.250000 Penalty: 3199.162842
	Iteration 0F: 3 clusters Score -2039166 nChanged 8501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -2043813.625000 Penalty: 3199.162842
	Iteration 1F: 3 clusters Score -2043814 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -2044105.000000 Penalty: 3199.162842
	Iteration 2Q: 3 clusters Score -2044105 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -2044363.500000 Penalty: 3199.162842
	Iteration 3Q: 3 clusters Score -2044364 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -2044593.250000 Penalty: 3199.162842
	Iteration 4Q: 3 clusters Score -2044593 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -2044813.625000 Penalty: 3199.162842
	Iteration 5Q: 3 clusters Score -2044814 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -2045102.625000 Penalty: 3199.162842
	Iteration 6Q: 3 clusters Score -2045103 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -2045530.625000 Penalty: 3199.162842
	Iteration 7Q: 3 clusters Score -2045531 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -2046140.000000 Penalty: 3199.162842
	Iteration 8Q: 3 clusters Score -2046140 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -2046960.875000 Penalty: 3199.162842
	Iteration 9F: 3 clusters Score -2046961 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -2047685.500000 Penalty: 3199.162842
	Iteration 10F: 3 clusters Score -2047686 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -2048124.750000 Penalty: 3199.162842
	Iteration 11Q: 3 clusters Score -2048125 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -2048339.500000 Penalty: 3199.162842
	Iteration 12Q: 3 clusters Score -2048340 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -2048460.500000 Penalty: 3199.162842
	Iteration 13Q: 3 clusters Score -2048460 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -2048561.375000 Penalty: 3199.162842
	Iteration 14Q: 3 clusters Score -2048561 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -2048674.250000 Penalty: 3199.162842
	Iteration 15Q: 3 clusters Score -2048674 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -2048781.875000 Penalty: 3199.162842
	Iteration 16Q: 3 clusters Score -2048782 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -2048907.250000 Penalty: 3199.162842
	Iteration 17Q: 3 clusters Score -2048907 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -2049043.000000 Penalty: 3199.162842
	Iteration 18Q: 3 clusters Score -2049043 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -2049192.000000 Penalty: 3199.162842
	Iteration 19Q: 3 clusters Score -2049192 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -2049295.000000 Penalty: 3199.162842
	Iteration 20F: 3 clusters Score -2049295 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -2049393.875000 Penalty: 3199.162842
	Iteration 21Q: 3 clusters Score -2049394 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -2049466.875000 Penalty: 3199.162842
	Iteration 22Q: 3 clusters Score -2049467 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -2049527.625000 Penalty: 3199.162842
	Iteration 23Q: 3 clusters Score -2049528 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -2049570.500000 Penalty: 3199.162842
	Iteration 24Q: 3 clusters Score -2049570 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -2049600.250000 Penalty: 3199.162842
	Iteration 25Q: 3 clusters Score -2049600 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -2049629.125000 Penalty: 3199.162842
	Iteration 26Q: 3 clusters Score -2049629 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -2049654.500000 Penalty: 3199.162842
	Iteration 27Q: 3 clusters Score -2049654 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -2049683.250000 Penalty: 3199.162842
	Iteration 28Q: 3 clusters Score -2049683 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -2049706.000000 Penalty: 3199.162842
	Iteration 29Q: 3 clusters Score -2049706 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -2049725.125000 Penalty: 3199.162842
	Iteration 30Q: 3 clusters Score -2049725 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -2049746.625000 Penalty: 3199.162842
	Iteration 31Q: 3 clusters Score -2049747 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -2049764.000000 Penalty: 3199.162842
	Iteration 32Q: 3 clusters Score -2049764 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -2049791.750000 Penalty: 3199.162842
	Iteration 33Q: 3 clusters Score -2049792 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -2049802.250000 Penalty: 3199.162842
	Iteration 34Q: 3 clusters Score -2049802 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -2049832.625000 Penalty: 3199.162842
	Iteration 35Q: 3 clusters Score -2049833 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -2049850.750000 Penalty: 3199.162842
	Iteration 36Q: 3 clusters Score -2049851 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -2049865.000000 Penalty: 3199.162842
	Iteration 37Q: 3 clusters Score -2049865 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -2049874.750000 Penalty: 3199.162842
	Iteration 38Q: 3 clusters Score -2049875 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -2049878.625000 Penalty: 3199.162842
	Iteration 39Q: 3 clusters Score -2049879 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -2049891.750000 Penalty: 3199.162842
	Iteration 40F: 3 clusters Score -2049892 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -2049907.000000 Penalty: 3199.162842
	Iteration 41Q: 3 clusters Score -2049907 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -2049919.500000 Penalty: 3199.162842
	Iteration 42Q: 3 clusters Score -2049920 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -2049930.000000 Penalty: 3199.162842
	Iteration 43Q: 3 clusters Score -2049930 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -2049939.125000 Penalty: 3199.162842
	Iteration 44Q: 3 clusters Score -2049939 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -2049948.375000 Penalty: 3199.162842
	Iteration 45Q: 3 clusters Score -2049948 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -2049965.625000 Penalty: 3199.162842
	Iteration 46Q: 3 clusters Score -2049966 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -2049969.875000 Penalty: 3199.162842
	Iteration 47Q: 3 clusters Score -2049970 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -2049973.000000 Penalty: 3199.162842
	Iteration 48Q: 3 clusters Score -2049973 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -2049978.500000 Penalty: 3199.162842
	Iteration 49Q: 3 clusters Score -2049978 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -2049985.625000 Penalty: 3199.162842
	Iteration 50Q: 3 clusters Score -2049986 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -2049989.750000 Penalty: 3199.162842
	Iteration 51Q: 3 clusters Score -2049990 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -2050001.250000 Penalty: 3199.162842
	Iteration 52Q: 3 clusters Score -2050001 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -2050003.250000 Penalty: 3199.162842
	Iteration 53Q: 3 clusters Score -2050003 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -2050011.750000 Penalty: 3199.162842
	Iteration 54Q: 3 clusters Score -2050012 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -2050016.000000 Penalty: 3199.162842
	Iteration 55Q: 3 clusters Score -2050016 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -2050022.250000 Penalty: 3199.162842
	Iteration 56Q: 3 clusters Score -2050022 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -2050024.875000 Penalty: 3199.162842
	Iteration 57Q: 3 clusters Score -2050025 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -2050029.750000 Penalty: 3199.162842
	Iteration 58Q: 3 clusters Score -2050030 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -2050031.750000 Penalty: 3199.162842
	Iteration 59Q: 3 clusters Score -2050032 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -2050040.375000 Penalty: 3199.162842
	Iteration 60F: 3 clusters Score -2050040 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -2050043.500000 Penalty: 3199.162842
	Iteration 61Q: 3 clusters Score -2050044 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -2050044.875000 Penalty: 3199.162842
	Iteration 62Q: 3 clusters Score -2050045 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -2050054.375000 Penalty: 3199.162842
	Iteration 63Q: 3 clusters Score -2050054 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -2050059.375000 Penalty: 3199.162842
	Iteration 64Q: 3 clusters Score -2050059 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -2050063.125000 Penalty: 3199.162842
	Iteration 65Q: 3 clusters Score -2050063 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -2050067.250000 Penalty: 3199.162842
	Iteration 66Q: 3 clusters Score -2050067 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -2050073.625000 Penalty: 3199.162842
	Iteration 67Q: 3 clusters Score -2050074 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -2050073.875000 Penalty: 3199.162842
	Iteration 68Q: 3 clusters Score -2050074 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -2050076.625000 Penalty: 3199.162842
	Iteration 69Q: 3 clusters Score -2050077 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -2050076.000000 Penalty: 3199.162842
	Iteration 70Q: 3 clusters Score -2050076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -2050078.875000 Penalty: 3199.162842
	Iteration 71Q: 3 clusters Score -2050079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -2050079.875000 Penalty: 3199.162842
	Iteration 72Q: 3 clusters Score -2050080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -2050081.250000 Penalty: 3199.162842
	Iteration 73Q: 3 clusters Score -2050081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -2050081.125000 Penalty: 3199.162842
	Iteration 74Q: 3 clusters Score -2050081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -2050080.375000 Penalty: 3199.162842
	Iteration 75Q: 3 clusters Score -2050080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -2050082.250000 Penalty: 3199.162842
	Iteration 76Q: 3 clusters Score -2050082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -2050082.750000 Penalty: 3199.162842
	Iteration 77Q: 3 clusters Score -2050083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -2050083.125000 Penalty: 3199.162842
	Iteration 78Q: 3 clusters Score -2050083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -2050084.875000 Penalty: 3199.162842
	Iteration 79Q: 3 clusters Score -2050085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -2050083.750000 Penalty: 3199.162842
	Iteration 80F: 3 clusters Score -2050084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -2050084.125000 Penalty: 3199.162842
	Iteration 81Q: 3 clusters Score -2050084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -2050084.000000 Penalty: 3199.162842
	Iteration 82Q: 3 clusters Score -2050084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -2050084.000000 Penalty: 3199.162842
	Iteration 83F: 3 clusters Score -2050084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (69208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69208 members 
Entering Unmasked Estep 
Score: -7876989.000000 Penalty: 1811.041626
	Iteration 0F: 2 clusters Score -7876989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34567 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
Score: -7830515.500000 Penalty: 3622.083252
	Iteration 0F: 3 clusters Score -7830516 nChanged 32867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33800 members 
Mstep: Class 2 contains 35408 members 
Entering Unmasked Estep 
Score: -7849576.500000 Penalty: 3622.083252
	Iteration 1F: 3 clusters Score -7849576 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33288 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -7850233.000000 Penalty: 3622.083252
	Iteration 2Q: 3 clusters Score -7850233 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32263 members 
Mstep: Class 2 contains 36945 members 
Entering Unmasked Estep 
Score: -7851006.500000 Penalty: 3622.083252
	Iteration 3Q: 3 clusters Score -7851006 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30672 members 
Mstep: Class 2 contains 38536 members 
Entering Unmasked Estep 
Score: -7852132.000000 Penalty: 3622.083252
	Iteration 4Q: 3 clusters Score -7852132 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 40763 members 
Entering Unmasked Estep 
Score: -7853698.500000 Penalty: 3622.083252
	Iteration 5Q: 3 clusters Score -7853698 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 43555 members 
Entering Unmasked Estep 
Score: -7855736.000000 Penalty: 3622.083252
	Iteration 6F: 3 clusters Score -7855736 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 47003 members 
Entering Unmasked Estep 
Score: -7858308.500000 Penalty: 3622.083252
	Iteration 7F: 3 clusters Score -7858308 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 50712 members 
Entering Unmasked Estep 
Score: -7861442.500000 Penalty: 3622.083252
	Iteration 8F: 3 clusters Score -7861442 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 54311 members 
Entering Unmasked Estep 
Score: -7864473.000000 Penalty: 3622.083252
	Iteration 9F: 3 clusters Score -7864473 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 57384 members 
Entering Unmasked Estep 
Score: -7867027.000000 Penalty: 3622.083252
	Iteration 10Q: 3 clusters Score -7867027 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 59857 members 
Entering Unmasked Estep 
Score: -7869164.500000 Penalty: 3622.083252
	Iteration 11Q: 3 clusters Score -7869164 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 61737 members 
Entering Unmasked Estep 
Score: -7870632.000000 Penalty: 3622.083252
	Iteration 12Q: 3 clusters Score -7870632 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 63242 members 
Entering Unmasked Estep 
Score: -7871643.000000 Penalty: 3622.083252
	Iteration 13Q: 3 clusters Score -7871643 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 64492 members 
Entering Unmasked Estep 
Score: -7872518.500000 Penalty: 3622.083252
	Iteration 14Q: 3 clusters Score -7872518 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 65550 members 
Entering Unmasked Estep 
Score: -7873191.000000 Penalty: 3622.083252
	Iteration 15Q: 3 clusters Score -7873191 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 66451 members 
Entering Unmasked Estep 
Score: -7873814.500000 Penalty: 3622.083252
	Iteration 16Q: 3 clusters Score -7873814 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 67170 members 
Entering Unmasked Estep 
Score: -7874309.500000 Penalty: 3622.083252
	Iteration 17Q: 3 clusters Score -7874310 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 67697 members 
Entering Unmasked Estep 
Score: -7874654.500000 Penalty: 3622.083252
	Iteration 18Q: 3 clusters Score -7874654 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 68053 members 
Entering Unmasked Estep 
Score: -7874877.000000 Penalty: 3622.083252
	Iteration 19Q: 3 clusters Score -7874877 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 68294 members 
Entering Unmasked Estep 
Score: -7875093.500000 Penalty: 3622.083252
	Iteration 20F: 3 clusters Score -7875094 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 68453 members 
Entering Unmasked Estep 
Score: -7875240.000000 Penalty: 3622.083252
	Iteration 21Q: 3 clusters Score -7875240 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 68557 members 
Entering Unmasked Estep 
Score: -7875355.000000 Penalty: 3622.083252
	Iteration 22Q: 3 clusters Score -7875355 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 68618 members 
Entering Unmasked Estep 
Score: -7875412.500000 Penalty: 3622.083252
	Iteration 23Q: 3 clusters Score -7875412 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 68660 members 
Entering Unmasked Estep 
Score: -7875464.000000 Penalty: 3622.083252
	Iteration 24Q: 3 clusters Score -7875464 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 68685 members 
Entering Unmasked Estep 
Score: -7875497.000000 Penalty: 3622.083252
	Iteration 25Q: 3 clusters Score -7875497 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 68710 members 
Entering Unmasked Estep 
Score: -7875527.500000 Penalty: 3622.083252
	Iteration 26Q: 3 clusters Score -7875528 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 68720 members 
Entering Unmasked Estep 
Score: -7875537.000000 Penalty: 3622.083252
	Iteration 27Q: 3 clusters Score -7875537 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 68728 members 
Entering Unmasked Estep 
Score: -7875548.500000 Penalty: 3622.083252
	Iteration 28Q: 3 clusters Score -7875548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 68728 members 
Entering Unmasked Estep 
Score: -7875560.000000 Penalty: 3622.083252
	Iteration 29Q: 3 clusters Score -7875560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 68730 members 
Entering Unmasked Estep 
Score: -7875558.500000 Penalty: 3622.083252
	Iteration 30Q: 3 clusters Score -7875558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 68730 members 
Entering Unmasked Estep 
Score: -7875570.500000 Penalty: 3622.083252
	Iteration 31Q: 3 clusters Score -7875570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 68736 members 
Entering Unmasked Estep 
Score: -7875577.500000 Penalty: 3622.083252
	Iteration 32Q: 3 clusters Score -7875578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 68739 members 
Entering Unmasked Estep 
Score: -7875585.500000 Penalty: 3622.083252
	Iteration 33Q: 3 clusters Score -7875586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 68741 members 
Entering Unmasked Estep 
Score: -7875587.000000 Penalty: 3622.083252
	Iteration 34Q: 3 clusters Score -7875587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 68741 members 
Entering Unmasked Estep 
Score: -7875581.000000 Penalty: 3622.083252
	Iteration 35Q: 3 clusters Score -7875581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 68740 members 
Entering Unmasked Estep 
Score: -7875585.500000 Penalty: 3622.083252
	Iteration 36Q: 3 clusters Score -7875586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 68740 members 
Entering Unmasked Estep 
Score: -7875586.500000 Penalty: 3622.083252
	Iteration 37F: 3 clusters Score -7875586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 68739 members 
Entering Unmasked Estep 
Score: -7875587.000000 Penalty: 3622.083252
	Iteration 38Q: 3 clusters Score -7875587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 68738 members 
Entering Unmasked Estep 
Score: -7875582.000000 Penalty: 3622.083252
	Iteration 39Q: 3 clusters Score -7875582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 68740 members 
Entering Unmasked Estep 
Score: -7875586.500000 Penalty: 3622.083252
	Iteration 40F: 3 clusters Score -7875586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 68741 members 
Entering Unmasked Estep 
Score: -7875583.000000 Penalty: 3622.083252
	Iteration 41Q: 3 clusters Score -7875583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 68741 members 
Entering Unmasked Estep 
Score: -7875580.000000 Penalty: 3622.083252
	Iteration 42Q: 3 clusters Score -7875580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 68740 members 
Entering Unmasked Estep 
Score: -7875589.000000 Penalty: 3622.083252
	Iteration 43Q: 3 clusters Score -7875589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 68741 members 
Entering Unmasked Estep 
Score: -7875590.000000 Penalty: 3622.083252
	Iteration 44Q: 3 clusters Score -7875590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 68741 members 
Entering Unmasked Estep 
Score: -7875590.000000 Penalty: 3622.083252
	Iteration 45F: 3 clusters Score -7875590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (119248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119248 members 
Entering Unmasked Estep 
Score: -14133712.000000 Penalty: 1899.456177
	Iteration 0F: 2 clusters Score -1.413371e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59454 members 
Mstep: Class 2 contains 59794 members 
Entering Unmasked Estep 
Score: -14060177.000000 Penalty: 3798.912354
	Iteration 0F: 3 clusters Score -1.406018e+07 nChanged 57076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57910 members 
Mstep: Class 2 contains 61338 members 
Entering Unmasked Estep 
Score: -14093923.000000 Penalty: 3798.912354
	Iteration 1F: 3 clusters Score -1.409392e+07 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56747 members 
Mstep: Class 2 contains 62501 members 
Entering Unmasked Estep 
Score: -14094857.000000 Penalty: 3798.912354
	Iteration 2Q: 3 clusters Score -1.409486e+07 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55029 members 
Mstep: Class 2 contains 64219 members 
Entering Unmasked Estep 
Score: -14095947.000000 Penalty: 3798.912354
	Iteration 3Q: 3 clusters Score -1.409595e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52428 members 
Mstep: Class 2 contains 66820 members 
Entering Unmasked Estep 
Score: -14097774.000000 Penalty: 3798.912354
	Iteration 4Q: 3 clusters Score -1.409777e+07 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48635 members 
Mstep: Class 2 contains 70613 members 
Entering Unmasked Estep 
Score: -14100423.000000 Penalty: 3798.912354
	Iteration 5Q: 3 clusters Score -1.410042e+07 nChanged 6660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43393 members 
Mstep: Class 2 contains 75855 members 
Entering Unmasked Estep 
Score: -14104513.000000 Penalty: 3798.912354
	Iteration 6F: 3 clusters Score -1.410451e+07 nChanged 7524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37027 members 
Mstep: Class 2 contains 82221 members 
Entering Unmasked Estep 
Score: -14110179.000000 Penalty: 3798.912354
	Iteration 7F: 3 clusters Score -1.411018e+07 nChanged 7528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30595 members 
Mstep: Class 2 contains 88653 members 
Entering Unmasked Estep 
Score: -14115899.000000 Penalty: 3798.912354
	Iteration 8F: 3 clusters Score -1.41159e+07 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 94160 members 
Entering Unmasked Estep 
Score: -14120464.000000 Penalty: 3798.912354
	Iteration 9F: 3 clusters Score -1.412046e+07 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 98500 members 
Entering Unmasked Estep 
Score: -14123426.000000 Penalty: 3798.912354
	Iteration 10Q: 3 clusters Score -1.412343e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 101801 members 
Entering Unmasked Estep 
Score: -14125422.000000 Penalty: 3798.912354
	Iteration 11Q: 3 clusters Score -1.412542e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 104503 members 
Entering Unmasked Estep 
Score: -14126743.000000 Penalty: 3798.912354
	Iteration 12Q: 3 clusters Score -1.412674e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 106832 members 
Entering Unmasked Estep 
Score: -14127818.000000 Penalty: 3798.912354
	Iteration 13Q: 3 clusters Score -1.412782e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 108795 members 
Entering Unmasked Estep 
Score: -14128627.000000 Penalty: 3798.912354
	Iteration 14Q: 3 clusters Score -1.412863e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 110535 members 
Entering Unmasked Estep 
Score: -14129324.000000 Penalty: 3798.912354
	Iteration 15Q: 3 clusters Score -1.412932e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 112048 members 
Entering Unmasked Estep 
Score: -14129879.000000 Penalty: 3798.912354
	Iteration 16Q: 3 clusters Score -1.412988e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 113302 members 
Entering Unmasked Estep 
Score: -14130418.000000 Penalty: 3798.912354
	Iteration 17Q: 3 clusters Score -1.413042e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 114368 members 
Entering Unmasked Estep 
Score: -14130812.000000 Penalty: 3798.912354
	Iteration 18Q: 3 clusters Score -1.413081e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 115226 members 
Entering Unmasked Estep 
Score: -14131090.000000 Penalty: 3798.912354
	Iteration 19Q: 3 clusters Score -1.413109e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 115918 members 
Entering Unmasked Estep 
Score: -14131314.000000 Penalty: 3798.912354
	Iteration 20F: 3 clusters Score -1.413131e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 116453 members 
Entering Unmasked Estep 
Score: -14131507.000000 Penalty: 3798.912354
	Iteration 21Q: 3 clusters Score -1.413151e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 116898 members 
Entering Unmasked Estep 
Score: -14131679.000000 Penalty: 3798.912354
	Iteration 22Q: 3 clusters Score -1.413168e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 117241 members 
Entering Unmasked Estep 
Score: -14131820.000000 Penalty: 3798.912354
	Iteration 23Q: 3 clusters Score -1.413182e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 117522 members 
Entering Unmasked Estep 
Score: -14131914.000000 Penalty: 3798.912354
	Iteration 24Q: 3 clusters Score -1.413191e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 117741 members 
Entering Unmasked Estep 
Score: -14131962.000000 Penalty: 3798.912354
	Iteration 25Q: 3 clusters Score -1.413196e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 117924 members 
Entering Unmasked Estep 
Score: -14132034.000000 Penalty: 3798.912354
	Iteration 26Q: 3 clusters Score -1.413203e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 118053 members 
Entering Unmasked Estep 
Score: -14132052.000000 Penalty: 3798.912354
	Iteration 27Q: 3 clusters Score -1.413205e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 118144 members 
Entering Unmasked Estep 
Score: -14132066.000000 Penalty: 3798.912354
	Iteration 28Q: 3 clusters Score -1.413207e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 118229 members 
Entering Unmasked Estep 
Score: -14132091.000000 Penalty: 3798.912354
	Iteration 29Q: 3 clusters Score -1.413209e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 118296 members 
Entering Unmasked Estep 
Score: -14132085.000000 Penalty: 3798.912354
	Iteration 30Q: 3 clusters Score -1.413208e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 118363 members 
Entering Unmasked Estep 
Score: -14132096.000000 Penalty: 3798.912354
	Iteration 31Q: 3 clusters Score -1.41321e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 118423 members 
Entering Unmasked Estep 
Score: -14132098.000000 Penalty: 3798.912354
	Iteration 32Q: 3 clusters Score -1.41321e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 118468 members 
Entering Unmasked Estep 
Score: -14132124.000000 Penalty: 3798.912354
	Iteration 33Q: 3 clusters Score -1.413212e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 118503 members 
Entering Unmasked Estep 
Score: -14132139.000000 Penalty: 3798.912354
	Iteration 34Q: 3 clusters Score -1.413214e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 118523 members 
Entering Unmasked Estep 
Score: -14132124.000000 Penalty: 3798.912354
	Iteration 35Q: 3 clusters Score -1.413212e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 118538 members 
Entering Unmasked Estep 
Score: -14132125.000000 Penalty: 3798.912354
	Iteration 36Q: 3 clusters Score -1.413212e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 118554 members 
Entering Unmasked Estep 
Score: -14132136.000000 Penalty: 3798.912354
	Iteration 37Q: 3 clusters Score -1.413214e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 118573 members 
Entering Unmasked Estep 
Score: -14132142.000000 Penalty: 3798.912354
	Iteration 38Q: 3 clusters Score -1.413214e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 118592 members 
Entering Unmasked Estep 
Score: -14132145.000000 Penalty: 3798.912354
	Iteration 39Q: 3 clusters Score -1.413214e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 118605 members 
Entering Unmasked Estep 
Score: -14132136.000000 Penalty: 3798.912354
	Iteration 40F: 3 clusters Score -1.413214e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 118612 members 
Entering Unmasked Estep 
Score: -14132139.000000 Penalty: 3798.912354
	Iteration 41Q: 3 clusters Score -1.413214e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 118622 members 
Entering Unmasked Estep 
Score: -14132141.000000 Penalty: 3798.912354
	Iteration 42Q: 3 clusters Score -1.413214e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 118634 members 
Entering Unmasked Estep 
Score: -14132158.000000 Penalty: 3798.912354
	Iteration 43Q: 3 clusters Score -1.413216e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 118643 members 
Entering Unmasked Estep 
Score: -14132169.000000 Penalty: 3798.912354
	Iteration 44Q: 3 clusters Score -1.413217e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 118650 members 
Entering Unmasked Estep 
Score: -14132173.000000 Penalty: 3798.912354
	Iteration 45Q: 3 clusters Score -1.413217e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 118657 members 
Entering Unmasked Estep 
Score: -14132169.000000 Penalty: 3798.912354
	Iteration 46Q: 3 clusters Score -1.413217e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 118665 members 
Entering Unmasked Estep 
Score: -14132175.000000 Penalty: 3798.912354
	Iteration 47Q: 3 clusters Score -1.413218e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 118671 members 
Entering Unmasked Estep 
Score: -14132164.000000 Penalty: 3798.912354
	Iteration 48Q: 3 clusters Score -1.413216e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 118679 members 
Entering Unmasked Estep 
Score: -14132145.000000 Penalty: 3798.912354
	Iteration 49Q: 3 clusters Score -1.413214e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 118682 members 
Entering Unmasked Estep 
Score: -14132146.000000 Penalty: 3798.912354
	Iteration 50Q: 3 clusters Score -1.413215e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 118691 members 
Entering Unmasked Estep 
Score: -14132166.000000 Penalty: 3798.912354
	Iteration 51Q: 3 clusters Score -1.413217e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 118700 members 
Entering Unmasked Estep 
Score: -14132152.000000 Penalty: 3798.912354
	Iteration 52Q: 3 clusters Score -1.413215e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 118705 members 
Entering Unmasked Estep 
Score: -14132162.000000 Penalty: 3798.912354
	Iteration 53Q: 3 clusters Score -1.413216e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 118714 members 
Entering Unmasked Estep 
Score: -14132174.000000 Penalty: 3798.912354
	Iteration 54Q: 3 clusters Score -1.413217e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 118721 members 
Entering Unmasked Estep 
Score: -14132165.000000 Penalty: 3798.912354
	Iteration 55Q: 3 clusters Score -1.413216e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 118725 members 
Entering Unmasked Estep 
Score: -14132165.000000 Penalty: 3798.912354
	Iteration 56Q: 3 clusters Score -1.413216e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 118727 members 
Entering Unmasked Estep 
Score: -14132173.000000 Penalty: 3798.912354
	Iteration 57Q: 3 clusters Score -1.413217e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 118728 members 
Entering Unmasked Estep 
Score: -14132172.000000 Penalty: 3798.912354
	Iteration 58Q: 3 clusters Score -1.413217e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 118730 members 
Entering Unmasked Estep 
Score: -14132174.000000 Penalty: 3798.912354
	Iteration 59Q: 3 clusters Score -1.413217e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 118736 members 
Entering Unmasked Estep 
Score: -14132181.000000 Penalty: 3798.912354
	Iteration 60F: 3 clusters Score -1.413218e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 118741 members 
Entering Unmasked Estep 
Score: -14132182.000000 Penalty: 3798.912354
	Iteration 61Q: 3 clusters Score -1.413218e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 118742 members 
Entering Unmasked Estep 
Score: -14132179.000000 Penalty: 3798.912354
	Iteration 62Q: 3 clusters Score -1.413218e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 118742 members 
Entering Unmasked Estep 
Score: -14132189.000000 Penalty: 3798.912354
	Iteration 63Q: 3 clusters Score -1.413219e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 118742 members 
Entering Unmasked Estep 
Score: -14132189.000000 Penalty: 3798.912354
	Iteration 64F: 3 clusters Score -1.413219e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (106800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106800 members 
Entering Unmasked Estep 
Score: -12637325.000000 Penalty: 1881.540894
	Iteration 0F: 2 clusters Score -1.263732e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53658 members 
Mstep: Class 2 contains 53142 members 
Entering Unmasked Estep 
Score: -12567950.000000 Penalty: 3763.081787
	Iteration 0F: 3 clusters Score -1.256795e+07 nChanged 51134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56214 members 
Mstep: Class 2 contains 50586 members 
Entering Unmasked Estep 
Score: -12597660.000000 Penalty: 3763.081787
	Iteration 1F: 3 clusters Score -1.259766e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58338 members 
Mstep: Class 2 contains 48462 members 
Entering Unmasked Estep 
Score: -12598435.000000 Penalty: 3763.081787
	Iteration 2Q: 3 clusters Score -1.259844e+07 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61689 members 
Mstep: Class 2 contains 45111 members 
Entering Unmasked Estep 
Score: -12599669.000000 Penalty: 3763.081787
	Iteration 3Q: 3 clusters Score -1.259967e+07 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66760 members 
Mstep: Class 2 contains 40040 members 
Entering Unmasked Estep 
Score: -12602005.000000 Penalty: 3763.081787
	Iteration 4F: 3 clusters Score -1.2602e+07 nChanged 7402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74074 members 
Mstep: Class 2 contains 32726 members 
Entering Unmasked Estep 
Score: -12606811.000000 Penalty: 3763.081787
	Iteration 5F: 3 clusters Score -1.260681e+07 nChanged 9519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83579 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -12614401.000000 Penalty: 3763.081787
	Iteration 6F: 3 clusters Score -1.26144e+07 nChanged 9899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93476 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -12623874.000000 Penalty: 3763.081787
	Iteration 7F: 3 clusters Score -1.262387e+07 nChanged 7553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101029 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -12630524.000000 Penalty: 3763.081787
	Iteration 8F: 3 clusters Score -1.263052e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104925 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -12633881.000000 Penalty: 3763.081787
	Iteration 9Q: 3 clusters Score -1.263388e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106233 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -12635059.000000 Penalty: 3763.081787
	Iteration 10Q: 3 clusters Score -1.263506e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106579 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -12635440.000000 Penalty: 3763.081787
	Iteration 11Q: 3 clusters Score -1.263544e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106646 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12635528.000000 Penalty: 3763.081787
	Iteration 12Q: 3 clusters Score -1.263553e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106660 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12635577.000000 Penalty: 3763.081787
	Iteration 13Q: 3 clusters Score -1.263558e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106670 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12635604.000000 Penalty: 3763.081787
	Iteration 14Q: 3 clusters Score -1.26356e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106675 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12635616.000000 Penalty: 3763.081787
	Iteration 15Q: 3 clusters Score -1.263562e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106675 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12635616.000000 Penalty: 3763.081787
	Iteration 16F: 3 clusters Score -1.263562e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -378264.250000 Penalty: 1324.216431
	Iteration 0F: 2 clusters Score -378264.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -375280.875000 Penalty: 2648.432861
	Iteration 0F: 3 clusters Score -375280.9 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -376044.375000 Penalty: 2648.432861
	Iteration 1F: 3 clusters Score -376044.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -376192.343750 Penalty: 2648.432861
	Iteration 2F: 3 clusters Score -376192.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -376266.781250 Penalty: 2648.432861
	Iteration 3Q: 3 clusters Score -376266.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -376317.312500 Penalty: 2648.432861
	Iteration 4Q: 3 clusters Score -376317.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -376365.531250 Penalty: 2648.432861
	Iteration 5Q: 3 clusters Score -376365.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -376406.093750 Penalty: 2648.432861
	Iteration 6Q: 3 clusters Score -376406.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -376440.437500 Penalty: 2648.432861
	Iteration 7Q: 3 clusters Score -376440.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -376469.343750 Penalty: 2648.432861
	Iteration 8Q: 3 clusters Score -376469.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -376500.968750 Penalty: 2648.432861
	Iteration 9Q: 3 clusters Score -376501 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -376527.843750 Penalty: 2648.432861
	Iteration 10Q: 3 clusters Score -376527.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -376548.093750 Penalty: 2648.432861
	Iteration 11Q: 3 clusters Score -376548.1 nChanged 45
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: -376563.250000 Penalty: 2648.432861
	Iteration 12Q: 3 clusters Score -376563.2 nChanged 33
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: -376575.406250 Penalty: 2648.432861
	Iteration 13Q: 3 clusters Score -376575.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -376585.906250 Penalty: 2648.432861
	Iteration 14Q: 3 clusters Score -376585.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -376595.406250 Penalty: 2648.432861
	Iteration 15Q: 3 clusters Score -376595.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -376601.062500 Penalty: 2648.432861
	Iteration 16Q: 3 clusters Score -376601.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -376607.000000 Penalty: 2648.432861
	Iteration 17Q: 3 clusters Score -376607 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -376614.062500 Penalty: 2648.432861
	Iteration 18Q: 3 clusters Score -376614.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -376621.875000 Penalty: 2648.432861
	Iteration 19Q: 3 clusters Score -376621.9 nChanged 17
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: -376627.062500 Penalty: 2648.432861
	Iteration 20F: 3 clusters Score -376627.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -376628.750000 Penalty: 2648.432861
	Iteration 21Q: 3 clusters Score -376628.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -376631.281250 Penalty: 2648.432861
	Iteration 22Q: 3 clusters Score -376631.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -376632.218750 Penalty: 2648.432861
	Iteration 23Q: 3 clusters Score -376632.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -376633.062500 Penalty: 2648.432861
	Iteration 24Q: 3 clusters Score -376633.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -376633.656250 Penalty: 2648.432861
	Iteration 25Q: 3 clusters Score -376633.7 nChanged 2
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: -376635.093750 Penalty: 2648.432861
	Iteration 26Q: 3 clusters Score -376635.1 nChanged 6
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: -376636.812500 Penalty: 2648.432861
	Iteration 27Q: 3 clusters Score -376636.8 nChanged 8
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: -376639.062500 Penalty: 2648.432861
	Iteration 28Q: 3 clusters Score -376639.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -376640.250000 Penalty: 2648.432861
	Iteration 29Q: 3 clusters Score -376640.2 nChanged 7
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: -376642.656250 Penalty: 2648.432861
	Iteration 30Q: 3 clusters Score -376642.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -376643.687500 Penalty: 2648.432861
	Iteration 31Q: 3 clusters Score -376643.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -376645.625000 Penalty: 2648.432861
	Iteration 32Q: 3 clusters Score -376645.6 nChanged 6
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: -376645.031250 Penalty: 2648.432861
	Iteration 33Q: 3 clusters Score -376645 nChanged 2
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: -376646.468750 Penalty: 2648.432861
	Iteration 34Q: 3 clusters Score -376646.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -376647.781250 Penalty: 2648.432861
	Iteration 35Q: 3 clusters Score -376647.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -376649.437500 Penalty: 2648.432861
	Iteration 36Q: 3 clusters Score -376649.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -376650.500000 Penalty: 2648.432861
	Iteration 37Q: 3 clusters Score -376650.5 nChanged 6
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: -376652.187500 Penalty: 2648.432861
	Iteration 38Q: 3 clusters Score -376652.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -376654.156250 Penalty: 2648.432861
	Iteration 39Q: 3 clusters Score -376654.2 nChanged 11
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: -376658.625000 Penalty: 2648.432861
	Iteration 40F: 3 clusters Score -376658.6 nChanged 20
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: -376663.750000 Penalty: 2648.432861
	Iteration 41Q: 3 clusters Score -376663.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -376667.968750 Penalty: 2648.432861
	Iteration 42Q: 3 clusters Score -376668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -376674.750000 Penalty: 2648.432861
	Iteration 43Q: 3 clusters Score -376674.8 nChanged 13
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: -376676.781250 Penalty: 2648.432861
	Iteration 44Q: 3 clusters Score -376676.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -376678.625000 Penalty: 2648.432861
	Iteration 45Q: 3 clusters Score -376678.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -376680.718750 Penalty: 2648.432861
	Iteration 46Q: 3 clusters Score -376680.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -376683.343750 Penalty: 2648.432861
	Iteration 47Q: 3 clusters Score -376683.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -376685.187500 Penalty: 2648.432861
	Iteration 48Q: 3 clusters Score -376685.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -376686.343750 Penalty: 2648.432861
	Iteration 49Q: 3 clusters Score -376686.3 nChanged 5
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: -376687.937500 Penalty: 2648.432861
	Iteration 50Q: 3 clusters Score -376687.9 nChanged 10
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: -376689.593750 Penalty: 2648.432861
	Iteration 51Q: 3 clusters Score -376689.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -376692.187500 Penalty: 2648.432861
	Iteration 52Q: 3 clusters Score -376692.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -376694.718750 Penalty: 2648.432861
	Iteration 53Q: 3 clusters Score -376694.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -376696.531250 Penalty: 2648.432861
	Iteration 54Q: 3 clusters Score -376696.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -376697.531250 Penalty: 2648.432861
	Iteration 55Q: 3 clusters Score -376697.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -376698.250000 Penalty: 2648.432861
	Iteration 56Q: 3 clusters Score -376698.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -376698.656250 Penalty: 2648.432861
	Iteration 57Q: 3 clusters Score -376698.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -376699.625000 Penalty: 2648.432861
	Iteration 58Q: 3 clusters Score -376699.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -376699.750000 Penalty: 2648.432861
	Iteration 59Q: 3 clusters Score -376699.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -376701.218750 Penalty: 2648.432861
	Iteration 60F: 3 clusters Score -376701.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -376703.218750 Penalty: 2648.432861
	Iteration 61Q: 3 clusters Score -376703.2 nChanged 8
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: -376706.000000 Penalty: 2648.432861
	Iteration 62Q: 3 clusters Score -376706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -376709.500000 Penalty: 2648.432861
	Iteration 63Q: 3 clusters Score -376709.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -376713.750000 Penalty: 2648.432861
	Iteration 64Q: 3 clusters Score -376713.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -376717.437500 Penalty: 2648.432861
	Iteration 65Q: 3 clusters Score -376717.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -376722.937500 Penalty: 2648.432861
	Iteration 66Q: 3 clusters Score -376722.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -376727.218750 Penalty: 2648.432861
	Iteration 67Q: 3 clusters Score -376727.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -376730.000000 Penalty: 2648.432861
	Iteration 68Q: 3 clusters Score -376730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -376735.750000 Penalty: 2648.432861
	Iteration 69Q: 3 clusters Score -376735.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -376739.718750 Penalty: 2648.432861
	Iteration 70Q: 3 clusters Score -376739.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -376741.468750 Penalty: 2648.432861
	Iteration 71Q: 3 clusters Score -376741.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -376745.562500 Penalty: 2648.432861
	Iteration 72Q: 3 clusters Score -376745.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -376749.812500 Penalty: 2648.432861
	Iteration 73Q: 3 clusters Score -376749.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -376755.406250 Penalty: 2648.432861
	Iteration 74Q: 3 clusters Score -376755.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -376762.406250 Penalty: 2648.432861
	Iteration 75Q: 3 clusters Score -376762.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -376768.093750 Penalty: 2648.432861
	Iteration 76Q: 3 clusters Score -376768.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -376771.281250 Penalty: 2648.432861
	Iteration 77Q: 3 clusters Score -376771.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -376775.500000 Penalty: 2648.432861
	Iteration 78Q: 3 clusters Score -376775.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -376778.656250 Penalty: 2648.432861
	Iteration 79Q: 3 clusters Score -376778.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -376781.406250 Penalty: 2648.432861
	Iteration 80F: 3 clusters Score -376781.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -376784.437500 Penalty: 2648.432861
	Iteration 81Q: 3 clusters Score -376784.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -376787.687500 Penalty: 2648.432861
	Iteration 82Q: 3 clusters Score -376787.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -376788.656250 Penalty: 2648.432861
	Iteration 83Q: 3 clusters Score -376788.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -376792.968750 Penalty: 2648.432861
	Iteration 84Q: 3 clusters Score -376793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -376794.031250 Penalty: 2648.432861
	Iteration 85Q: 3 clusters Score -376794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -376797.968750 Penalty: 2648.432861
	Iteration 86Q: 3 clusters Score -376798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -376801.156250 Penalty: 2648.432861
	Iteration 87Q: 3 clusters Score -376801.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -376802.718750 Penalty: 2648.432861
	Iteration 88Q: 3 clusters Score -376802.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -376803.218750 Penalty: 2648.432861
	Iteration 89Q: 3 clusters Score -376803.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -376804.062500 Penalty: 2648.432861
	Iteration 90Q: 3 clusters Score -376804.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -376804.375000 Penalty: 2648.432861
	Iteration 91Q: 3 clusters Score -376804.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -376806.281250 Penalty: 2648.432861
	Iteration 92Q: 3 clusters Score -376806.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -376806.562500 Penalty: 2648.432861
	Iteration 93Q: 3 clusters Score -376806.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -376806.250000 Penalty: 2648.432861
	Iteration 94Q: 3 clusters Score -376806.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -376806.968750 Penalty: 2648.432861
	Iteration 95Q: 3 clusters Score -376807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -376807.125000 Penalty: 2648.432861
	Iteration 96Q: 3 clusters Score -376807.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -376806.843750 Penalty: 2648.432861
	Iteration 97Q: 3 clusters Score -376806.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -376808.218750 Penalty: 2648.432861
	Iteration 98Q: 3 clusters Score -376808.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -376808.218750 Penalty: 2648.432861
	Iteration 99F: 3 clusters Score -376808.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (71565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71565 members 
Entering Unmasked Estep 
Score: -8550939.000000 Penalty: 1816.483643
	Iteration 0F: 2 clusters Score -8550939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35313 members 
Mstep: Class 2 contains 36252 members 
Entering Unmasked Estep 
Score: -8503769.000000 Penalty: 3632.967285
	Iteration 0F: 3 clusters Score -8503769 nChanged 33707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29970 members 
Mstep: Class 2 contains 41595 members 
Entering Unmasked Estep 
Score: -8523917.000000 Penalty: 3632.967285
	Iteration 1F: 3 clusters Score -8523917 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 44796 members 
Entering Unmasked Estep 
Score: -8525576.000000 Penalty: 3632.967285
	Iteration 2F: 3 clusters Score -8525576 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 49290 members 
Entering Unmasked Estep 
Score: -8528545.000000 Penalty: 3632.967285
	Iteration 3F: 3 clusters Score -8528545 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 54996 members 
Entering Unmasked Estep 
Score: -8533227.000000 Penalty: 3632.967285
	Iteration 4F: 3 clusters Score -8533227 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 61065 members 
Entering Unmasked Estep 
Score: -8538920.000000 Penalty: 3632.967285
	Iteration 5F: 3 clusters Score -8538920 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 66093 members 
Entering Unmasked Estep 
Score: -8543882.000000 Penalty: 3632.967285
	Iteration 6F: 3 clusters Score -8543882 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 69236 members 
Entering Unmasked Estep 
Score: -8547110.000000 Penalty: 3632.967285
	Iteration 7Q: 3 clusters Score -8547110 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 70681 members 
Entering Unmasked Estep 
Score: -8548488.000000 Penalty: 3632.967285
	Iteration 8Q: 3 clusters Score -8548488 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 71196 members 
Entering Unmasked Estep 
Score: -8548998.000000 Penalty: 3632.967285
	Iteration 9Q: 3 clusters Score -8548998 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 71340 members 
Entering Unmasked Estep 
Score: -8549181.000000 Penalty: 3632.967285
	Iteration 10Q: 3 clusters Score -8549181 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 71378 members 
Entering Unmasked Estep 
Score: -8549246.000000 Penalty: 3632.967285
	Iteration 11Q: 3 clusters Score -8549246 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 71393 members 
Entering Unmasked Estep 
Score: -8549284.000000 Penalty: 3632.967285
	Iteration 12Q: 3 clusters Score -8549284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 71401 members 
Entering Unmasked Estep 
Score: -8549303.000000 Penalty: 3632.967285
	Iteration 13Q: 3 clusters Score -8549303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 71403 members 
Entering Unmasked Estep 
Score: -8549309.000000 Penalty: 3632.967285
	Iteration 14Q: 3 clusters Score -8549309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 71409 members 
Entering Unmasked Estep 
Score: -8549317.000000 Penalty: 3632.967285
	Iteration 15Q: 3 clusters Score -8549317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 71409 members 
Entering Unmasked Estep 
Score: -8549318.000000 Penalty: 3632.967285
	Iteration 16Q: 3 clusters Score -8549318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 71408 members 
Entering Unmasked Estep 
Score: -8549316.000000 Penalty: 3632.967285
	Iteration 17Q: 3 clusters Score -8549316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 71409 members 
Entering Unmasked Estep 
Score: -8549317.000000 Penalty: 3632.967285
	Iteration 18Q: 3 clusters Score -8549317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 71408 members 
Entering Unmasked Estep 
Score: -8549320.000000 Penalty: 3632.967285
	Iteration 19Q: 3 clusters Score -8549320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 71408 members 
Entering Unmasked Estep 
Score: -8549320.000000 Penalty: 3632.967285
	Iteration 20F: 3 clusters Score -8549320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (33675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Entering Unmasked Estep 
Score: -4032984.000000 Penalty: 1693.983032
	Iteration 0F: 2 clusters Score -4032984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -4010300.500000 Penalty: 3387.966064
	Iteration 0F: 3 clusters Score -4010300 nChanged 15587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -4018958.000000 Penalty: 3387.966064
	Iteration 1F: 3 clusters Score -4018958 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -4019612.250000 Penalty: 3387.966064
	Iteration 2Q: 3 clusters Score -4019612 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -4020657.750000 Penalty: 3387.966064
	Iteration 3F: 3 clusters Score -4020658 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -4022089.500000 Penalty: 3387.966064
	Iteration 4F: 3 clusters Score -4022090 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -4023913.000000 Penalty: 3387.966064
	Iteration 5F: 3 clusters Score -4023913 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -4025979.250000 Penalty: 3387.966064
	Iteration 6F: 3 clusters Score -4025979 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -4027724.000000 Penalty: 3387.966064
	Iteration 7F: 3 clusters Score -4027724 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29042 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -4028785.000000 Penalty: 3387.966064
	Iteration 8Q: 3 clusters Score -4028785 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -4029354.000000 Penalty: 3387.966064
	Iteration 9Q: 3 clusters Score -4029354 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30088 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -4029727.000000 Penalty: 3387.966064
	Iteration 10Q: 3 clusters Score -4029727 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30428 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -4029970.250000 Penalty: 3387.966064
	Iteration 11Q: 3 clusters Score -4029970 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -4030204.500000 Penalty: 3387.966064
	Iteration 12Q: 3 clusters Score -4030204 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31047 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -4030386.000000 Penalty: 3387.966064
	Iteration 13Q: 3 clusters Score -4030386 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31301 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -4030565.000000 Penalty: 3387.966064
	Iteration 14Q: 3 clusters Score -4030565 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -4030709.000000 Penalty: 3387.966064
	Iteration 15Q: 3 clusters Score -4030709 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31693 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -4030801.000000 Penalty: 3387.966064
	Iteration 16Q: 3 clusters Score -4030801 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -4030863.000000 Penalty: 3387.966064
	Iteration 17Q: 3 clusters Score -4030863 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -4030939.750000 Penalty: 3387.966064
	Iteration 18Q: 3 clusters Score -4030940 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32085 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -4030981.750000 Penalty: 3387.966064
	Iteration 19Q: 3 clusters Score -4030982 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32190 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -4031039.750000 Penalty: 3387.966064
	Iteration 20F: 3 clusters Score -4031040 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32292 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -4031079.500000 Penalty: 3387.966064
	Iteration 21Q: 3 clusters Score -4031080 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32386 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -4031120.500000 Penalty: 3387.966064
	Iteration 22Q: 3 clusters Score -4031120 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -4031159.000000 Penalty: 3387.966064
	Iteration 23Q: 3 clusters Score -4031159 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32528 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -4031185.250000 Penalty: 3387.966064
	Iteration 24Q: 3 clusters Score -4031185 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32585 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -4031216.000000 Penalty: 3387.966064
	Iteration 25Q: 3 clusters Score -4031216 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32636 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -4031238.750000 Penalty: 3387.966064
	Iteration 26Q: 3 clusters Score -4031239 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32674 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -4031249.250000 Penalty: 3387.966064
	Iteration 27Q: 3 clusters Score -4031249 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -4031266.000000 Penalty: 3387.966064
	Iteration 28Q: 3 clusters Score -4031266 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4031288.750000 Penalty: 3387.966064
	Iteration 29Q: 3 clusters Score -4031289 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -4031298.250000 Penalty: 3387.966064
	Iteration 30Q: 3 clusters Score -4031298 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32831 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4031310.000000 Penalty: 3387.966064
	Iteration 31Q: 3 clusters Score -4031310 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32882 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -4031336.000000 Penalty: 3387.966064
	Iteration 32Q: 3 clusters Score -4031336 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32924 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4031354.500000 Penalty: 3387.966064
	Iteration 33Q: 3 clusters Score -4031354 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -4031367.750000 Penalty: 3387.966064
	Iteration 34Q: 3 clusters Score -4031368 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32989 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -4031377.500000 Penalty: 3387.966064
	Iteration 35Q: 3 clusters Score -4031378 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33014 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -4031398.750000 Penalty: 3387.966064
	Iteration 36Q: 3 clusters Score -4031399 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33040 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4031407.000000 Penalty: 3387.966064
	Iteration 37Q: 3 clusters Score -4031407 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4031416.750000 Penalty: 3387.966064
	Iteration 38Q: 3 clusters Score -4031417 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -4031425.000000 Penalty: 3387.966064
	Iteration 39Q: 3 clusters Score -4031425 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33101 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -4031436.000000 Penalty: 3387.966064
	Iteration 40F: 3 clusters Score -4031436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33123 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4031460.000000 Penalty: 3387.966064
	Iteration 41Q: 3 clusters Score -4031460 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33140 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -4031473.250000 Penalty: 3387.966064
	Iteration 42Q: 3 clusters Score -4031473 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33149 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -4031476.250000 Penalty: 3387.966064
	Iteration 43Q: 3 clusters Score -4031476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33160 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -4031485.250000 Penalty: 3387.966064
	Iteration 44Q: 3 clusters Score -4031485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33174 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4031495.750000 Penalty: 3387.966064
	Iteration 45Q: 3 clusters Score -4031496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33186 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4031506.500000 Penalty: 3387.966064
	Iteration 46Q: 3 clusters Score -4031506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4031510.500000 Penalty: 3387.966064
	Iteration 47Q: 3 clusters Score -4031510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33200 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -4031522.000000 Penalty: 3387.966064
	Iteration 48Q: 3 clusters Score -4031522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4031522.000000 Penalty: 3387.966064
	Iteration 49Q: 3 clusters Score -4031522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4031521.750000 Penalty: 3387.966064
	Iteration 50Q: 3 clusters Score -4031522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33204 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -4031524.750000 Penalty: 3387.966064
	Iteration 51Q: 3 clusters Score -4031525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4031523.000000 Penalty: 3387.966064
	Iteration 52Q: 3 clusters Score -4031523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33204 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -4031526.500000 Penalty: 3387.966064
	Iteration 53Q: 3 clusters Score -4031526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33207 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -4031523.500000 Penalty: 3387.966064
	Iteration 54Q: 3 clusters Score -4031524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33207 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -4031528.750000 Penalty: 3387.966064
	Iteration 55Q: 3 clusters Score -4031529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33211 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -4031527.000000 Penalty: 3387.966064
	Iteration 56Q: 3 clusters Score -4031527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33215 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4031533.500000 Penalty: 3387.966064
	Iteration 57Q: 3 clusters Score -4031534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -4031540.250000 Penalty: 3387.966064
	Iteration 58Q: 3 clusters Score -4031540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33226 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -4031546.500000 Penalty: 3387.966064
	Iteration 59Q: 3 clusters Score -4031546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33229 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -4031549.000000 Penalty: 3387.966064
	Iteration 60F: 3 clusters Score -4031549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -4031551.250000 Penalty: 3387.966064
	Iteration 61Q: 3 clusters Score -4031551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33235 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -4031555.500000 Penalty: 3387.966064
	Iteration 62Q: 3 clusters Score -4031556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33235 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -4031553.500000 Penalty: 3387.966064
	Iteration 63Q: 3 clusters Score -4031554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33236 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4031554.500000 Penalty: 3387.966064
	Iteration 64Q: 3 clusters Score -4031554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33237 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -4031557.250000 Penalty: 3387.966064
	Iteration 65Q: 3 clusters Score -4031557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33237 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -4031555.500000 Penalty: 3387.966064
	Iteration 66Q: 3 clusters Score -4031556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33240 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -4031558.500000 Penalty: 3387.966064
	Iteration 67Q: 3 clusters Score -4031558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33239 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -4031558.250000 Penalty: 3387.966064
	Iteration 68Q: 3 clusters Score -4031558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33240 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -4031555.500000 Penalty: 3387.966064
	Iteration 69Q: 3 clusters Score -4031556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33241 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4031556.000000 Penalty: 3387.966064
	Iteration 70Q: 3 clusters Score -4031556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33241 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4031556.000000 Penalty: 3387.966064
	Iteration 71F: 3 clusters Score -4031556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (27706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Entering Unmasked Estep 
Score: -3324969.500000 Penalty: 1662.278198
	Iteration 0F: 2 clusters Score -3324970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -3306433.250000 Penalty: 3324.556396
	Iteration 0F: 3 clusters Score -3306433 nChanged 12701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -3313404.750000 Penalty: 3324.556396
	Iteration 1F: 3 clusters Score -3313405 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -3313729.000000 Penalty: 3324.556396
	Iteration 2Q: 3 clusters Score -3313729 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -3314059.250000 Penalty: 3324.556396
	Iteration 3Q: 3 clusters Score -3314059 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -3314379.750000 Penalty: 3324.556396
	Iteration 4Q: 3 clusters Score -3314380 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -3314769.750000 Penalty: 3324.556396
	Iteration 5Q: 3 clusters Score -3314770 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -3315265.250000 Penalty: 3324.556396
	Iteration 6Q: 3 clusters Score -3315265 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -3315936.250000 Penalty: 3324.556396
	Iteration 7F: 3 clusters Score -3315936 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -3316932.000000 Penalty: 3324.556396
	Iteration 8F: 3 clusters Score -3316932 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -3318172.750000 Penalty: 3324.556396
	Iteration 9F: 3 clusters Score -3318173 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -3319659.750000 Penalty: 3324.556396
	Iteration 10F: 3 clusters Score -3319660 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -3321028.000000 Penalty: 3324.556396
	Iteration 11F: 3 clusters Score -3321028 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -3322077.250000 Penalty: 3324.556396
	Iteration 12Q: 3 clusters Score -3322077 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -3322707.000000 Penalty: 3324.556396
	Iteration 13Q: 3 clusters Score -3322707 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 27161 members 
Entering Unmasked Estep 
Score: -3323013.500000 Penalty: 3324.556396
	Iteration 14Q: 3 clusters Score -3323014 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 27323 members 
Entering Unmasked Estep 
Score: -3323189.500000 Penalty: 3324.556396
	Iteration 15Q: 3 clusters Score -3323190 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -3323286.000000 Penalty: 3324.556396
	Iteration 16Q: 3 clusters Score -3323286 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -3323366.500000 Penalty: 3324.556396
	Iteration 17Q: 3 clusters Score -3323366 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -3323407.500000 Penalty: 3324.556396
	Iteration 18Q: 3 clusters Score -3323408 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -3323434.000000 Penalty: 3324.556396
	Iteration 19Q: 3 clusters Score -3323434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 27508 members 
Entering Unmasked Estep 
Score: -3323453.750000 Penalty: 3324.556396
	Iteration 20F: 3 clusters Score -3323454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -3323469.500000 Penalty: 3324.556396
	Iteration 21Q: 3 clusters Score -3323470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
Score: -3323479.000000 Penalty: 3324.556396
	Iteration 22Q: 3 clusters Score -3323479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -3323488.250000 Penalty: 3324.556396
	Iteration 23Q: 3 clusters Score -3323488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 27521 members 
Entering Unmasked Estep 
Score: -3323498.500000 Penalty: 3324.556396
	Iteration 24Q: 3 clusters Score -3323498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -3323497.000000 Penalty: 3324.556396
	Iteration 25Q: 3 clusters Score -3323497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -3323497.000000 Penalty: 3324.556396
	Iteration 26F: 3 clusters Score -3323497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Entering Unmasked Estep 
Score: -1493492.875000 Penalty: 1541.660034
	Iteration 0F: 2 clusters Score -1493493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1484304.250000 Penalty: 3083.320068
	Iteration 0F: 3 clusters Score -1484304 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1487440.875000 Penalty: 3083.320068
	Iteration 1F: 3 clusters Score -1487441 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1487677.750000 Penalty: 3083.320068
	Iteration 2Q: 3 clusters Score -1487678 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1487887.000000 Penalty: 3083.320068
	Iteration 3Q: 3 clusters Score -1487887 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1488051.750000 Penalty: 3083.320068
	Iteration 4Q: 3 clusters Score -1488052 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1488227.625000 Penalty: 3083.320068
	Iteration 5Q: 3 clusters Score -1488228 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1488394.625000 Penalty: 3083.320068
	Iteration 6Q: 3 clusters Score -1488395 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1488579.125000 Penalty: 3083.320068
	Iteration 7Q: 3 clusters Score -1488579 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1488773.625000 Penalty: 3083.320068
	Iteration 8Q: 3 clusters Score -1488774 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1488981.875000 Penalty: 3083.320068
	Iteration 9Q: 3 clusters Score -1488982 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1489214.875000 Penalty: 3083.320068
	Iteration 10Q: 3 clusters Score -1489215 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1489478.375000 Penalty: 3083.320068
	Iteration 11Q: 3 clusters Score -1489478 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1489769.125000 Penalty: 3083.320068
	Iteration 12Q: 3 clusters Score -1489769 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1490081.250000 Penalty: 3083.320068
	Iteration 13Q: 3 clusters Score -1490081 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1490363.125000 Penalty: 3083.320068
	Iteration 14Q: 3 clusters Score -1490363 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1490631.625000 Penalty: 3083.320068
	Iteration 15Q: 3 clusters Score -1490632 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1490877.750000 Penalty: 3083.320068
	Iteration 16Q: 3 clusters Score -1490878 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1491112.500000 Penalty: 3083.320068
	Iteration 17Q: 3 clusters Score -1491112 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1491319.500000 Penalty: 3083.320068
	Iteration 18Q: 3 clusters Score -1491320 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1491484.125000 Penalty: 3083.320068
	Iteration 19Q: 3 clusters Score -1491484 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1491652.125000 Penalty: 3083.320068
	Iteration 20F: 3 clusters Score -1491652 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1491809.000000 Penalty: 3083.320068
	Iteration 21Q: 3 clusters Score -1491809 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1491933.875000 Penalty: 3083.320068
	Iteration 22Q: 3 clusters Score -1491934 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1492051.000000 Penalty: 3083.320068
	Iteration 23Q: 3 clusters Score -1492051 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1492151.875000 Penalty: 3083.320068
	Iteration 24Q: 3 clusters Score -1492152 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1492231.500000 Penalty: 3083.320068
	Iteration 25Q: 3 clusters Score -1492232 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1492293.125000 Penalty: 3083.320068
	Iteration 26Q: 3 clusters Score -1492293 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1492337.375000 Penalty: 3083.320068
	Iteration 27Q: 3 clusters Score -1492337 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1492375.250000 Penalty: 3083.320068
	Iteration 28Q: 3 clusters Score -1492375 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1492410.125000 Penalty: 3083.320068
	Iteration 29Q: 3 clusters Score -1492410 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1492429.000000 Penalty: 3083.320068
	Iteration 30Q: 3 clusters Score -1492429 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1492443.750000 Penalty: 3083.320068
	Iteration 31Q: 3 clusters Score -1492444 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1492458.125000 Penalty: 3083.320068
	Iteration 32Q: 3 clusters Score -1492458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1492465.500000 Penalty: 3083.320068
	Iteration 33Q: 3 clusters Score -1492466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1492473.000000 Penalty: 3083.320068
	Iteration 34Q: 3 clusters Score -1492473 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1492478.250000 Penalty: 3083.320068
	Iteration 35Q: 3 clusters Score -1492478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1492480.500000 Penalty: 3083.320068
	Iteration 36Q: 3 clusters Score -1492480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1492480.375000 Penalty: 3083.320068
	Iteration 37Q: 3 clusters Score -1492480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1492481.125000 Penalty: 3083.320068
	Iteration 38Q: 3 clusters Score -1492481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1492483.500000 Penalty: 3083.320068
	Iteration 39Q: 3 clusters Score -1492484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1492484.875000 Penalty: 3083.320068
	Iteration 40F: 3 clusters Score -1492485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1492486.000000 Penalty: 3083.320068
	Iteration 41Q: 3 clusters Score -1492486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1492489.500000 Penalty: 3083.320068
	Iteration 42Q: 3 clusters Score -1492490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1492488.875000 Penalty: 3083.320068
	Iteration 43Q: 3 clusters Score -1492489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1492489.250000 Penalty: 3083.320068
	Iteration 44Q: 3 clusters Score -1492489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1492491.125000 Penalty: 3083.320068
	Iteration 45Q: 3 clusters Score -1492491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1492491.125000 Penalty: 3083.320068
	Iteration 46F: 3 clusters Score -1492491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Entering Unmasked Estep 
Score: -399061.281250 Penalty: 1334.189331
	Iteration 0F: 2 clusters Score -399061.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -395934.187500 Penalty: 2668.378662
	Iteration 0F: 3 clusters Score -395934.2 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -396621.250000 Penalty: 2668.378662
	Iteration 1F: 3 clusters Score -396621.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -396781.281250 Penalty: 2668.378662
	Iteration 2F: 3 clusters Score -396781.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -396887.031250 Penalty: 2668.378662
	Iteration 3Q: 3 clusters Score -396887 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -396947.156250 Penalty: 2668.378662
	Iteration 4Q: 3 clusters Score -396947.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -396989.843750 Penalty: 2668.378662
	Iteration 5Q: 3 clusters Score -396989.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -397022.000000 Penalty: 2668.378662
	Iteration 6Q: 3 clusters Score -397022 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -397055.781250 Penalty: 2668.378662
	Iteration 7Q: 3 clusters Score -397055.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -397084.937500 Penalty: 2668.378662
	Iteration 8Q: 3 clusters Score -397084.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -397118.125000 Penalty: 2668.378662
	Iteration 9Q: 3 clusters Score -397118.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -397150.156250 Penalty: 2668.378662
	Iteration 10Q: 3 clusters Score -397150.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -397190.187500 Penalty: 2668.378662
	Iteration 11Q: 3 clusters Score -397190.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -397237.906250 Penalty: 2668.378662
	Iteration 12Q: 3 clusters Score -397237.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -397295.437500 Penalty: 2668.378662
	Iteration 13Q: 3 clusters Score -397295.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -397356.562500 Penalty: 2668.378662
	Iteration 14Q: 3 clusters Score -397356.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -397414.031250 Penalty: 2668.378662
	Iteration 15Q: 3 clusters Score -397414 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -397476.250000 Penalty: 2668.378662
	Iteration 16Q: 3 clusters Score -397476.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -397532.812500 Penalty: 2668.378662
	Iteration 17Q: 3 clusters Score -397532.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -397582.343750 Penalty: 2668.378662
	Iteration 18Q: 3 clusters Score -397582.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -397632.312500 Penalty: 2668.378662
	Iteration 19Q: 3 clusters Score -397632.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -397689.750000 Penalty: 2668.378662
	Iteration 20F: 3 clusters Score -397689.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -397742.968750 Penalty: 2668.378662
	Iteration 21Q: 3 clusters Score -397743 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -397789.906250 Penalty: 2668.378662
	Iteration 22Q: 3 clusters Score -397789.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -397831.843750 Penalty: 2668.378662
	Iteration 23Q: 3 clusters Score -397831.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -397858.343750 Penalty: 2668.378662
	Iteration 24Q: 3 clusters Score -397858.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -397874.031250 Penalty: 2668.378662
	Iteration 25Q: 3 clusters Score -397874 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -397886.812500 Penalty: 2668.378662
	Iteration 26Q: 3 clusters Score -397886.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -397899.656250 Penalty: 2668.378662
	Iteration 27Q: 3 clusters Score -397899.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -397911.843750 Penalty: 2668.378662
	Iteration 28Q: 3 clusters Score -397911.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -397918.781250 Penalty: 2668.378662
	Iteration 29Q: 3 clusters Score -397918.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -397930.093750 Penalty: 2668.378662
	Iteration 30Q: 3 clusters Score -397930.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -397933.125000 Penalty: 2668.378662
	Iteration 31Q: 3 clusters Score -397933.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -397937.250000 Penalty: 2668.378662
	Iteration 32Q: 3 clusters Score -397937.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -397941.562500 Penalty: 2668.378662
	Iteration 33Q: 3 clusters Score -397941.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -397944.531250 Penalty: 2668.378662
	Iteration 34Q: 3 clusters Score -397944.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -397946.781250 Penalty: 2668.378662
	Iteration 35Q: 3 clusters Score -397946.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -397948.781250 Penalty: 2668.378662
	Iteration 36Q: 3 clusters Score -397948.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -397950.125000 Penalty: 2668.378662
	Iteration 37Q: 3 clusters Score -397950.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -397950.125000 Penalty: 2668.378662
	Iteration 38Q: 3 clusters Score -397950.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -397951.625000 Penalty: 2668.378662
	Iteration 39Q: 3 clusters Score -397951.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -397953.031250 Penalty: 2668.378662
	Iteration 40F: 3 clusters Score -397953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -397954.093750 Penalty: 2668.378662
	Iteration 41Q: 3 clusters Score -397954.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -397956.906250 Penalty: 2668.378662
	Iteration 42Q: 3 clusters Score -397956.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -397960.312500 Penalty: 2668.378662
	Iteration 43Q: 3 clusters Score -397960.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -397961.687500 Penalty: 2668.378662
	Iteration 44Q: 3 clusters Score -397961.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -397961.500000 Penalty: 2668.378662
	Iteration 45Q: 3 clusters Score -397961.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -397961.500000 Penalty: 2668.378662
	Iteration 46F: 3 clusters Score -397961.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Entering Unmasked Estep 
Score: -77928.945312 Penalty: 1086.046143
	Iteration 0F: 2 clusters Score -77928.95 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 406 members 
Entering Unmasked Estep 
Score: -76691.421875 Penalty: 2172.092285
	Iteration 0F: 3 clusters Score -76691.42 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -76995.312500 Penalty: 2172.092285
	Iteration 1F: 3 clusters Score -76995.31 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -77188.156250 Penalty: 2172.092285
	Iteration 2F: 3 clusters Score -77188.16 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -77380.585938 Penalty: 2172.092285
	Iteration 3F: 3 clusters Score -77380.59 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -77547.007812 Penalty: 2172.092285
	Iteration 4F: 3 clusters Score -77547.01 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -77623.101562 Penalty: 2172.092285
	Iteration 5Q: 3 clusters Score -77623.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -77703.375000 Penalty: 2172.092285
	Iteration 6Q: 3 clusters Score -77703.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -77725.601562 Penalty: 2172.092285
	Iteration 7Q: 3 clusters Score -77725.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -77736.351562 Penalty: 2172.092285
	Iteration 8Q: 3 clusters Score -77736.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -77740.062500 Penalty: 2172.092285
	Iteration 9Q: 3 clusters Score -77740.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -77741.257812 Penalty: 2172.092285
	Iteration 10Q: 3 clusters Score -77741.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -77741.914062 Penalty: 2172.092285
	Iteration 11Q: 3 clusters Score -77741.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -77743.640625 Penalty: 2172.092285
	Iteration 12Q: 3 clusters Score -77743.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -77745.828125 Penalty: 2172.092285
	Iteration 13Q: 3 clusters Score -77745.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -77747.843750 Penalty: 2172.092285
	Iteration 14Q: 3 clusters Score -77747.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -77748.437500 Penalty: 2172.092285
	Iteration 15Q: 3 clusters Score -77748.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -77748.437500 Penalty: 2172.092285
	Iteration 16F: 3 clusters Score -77748.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -9364.185547 Penalty: 816.380554
	Iteration 0F: 2 clusters Score -9364.186 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 73 members 
Entering Unmasked Estep 
Score: -8799.391602 Penalty: 1632.761108
	Iteration 0F: 3 clusters Score -8799.392 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8877.457031 Penalty: 1632.761108
	Iteration 1F: 3 clusters Score -8877.457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8902.326172 Penalty: 1632.761108
	Iteration 2Q: 3 clusters Score -8902.326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8908.842773 Penalty: 1632.761108
	Iteration 3Q: 3 clusters Score -8908.843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8922.594727 Penalty: 1632.761108
	Iteration 4Q: 3 clusters Score -8922.595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -8922.594727 Penalty: 1632.761108
	Iteration 5F: 3 clusters Score -8922.595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -104934.945312 Penalty: 1139.761230
	Iteration 0F: 2 clusters Score -104934.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -103496.781250 Penalty: 2279.522461
	Iteration 0F: 3 clusters Score -103496.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -103997.835938 Penalty: 2279.522461
	Iteration 1F: 3 clusters Score -103997.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -104331.632812 Penalty: 2279.522461
	Iteration 2F: 3 clusters Score -104331.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -104576.265625 Penalty: 2279.522461
	Iteration 3F: 3 clusters Score -104576.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -104902.898438 Penalty: 2279.522461
	Iteration 4F: 3 clusters Score -104902.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -105177.281250 Penalty: 2279.522461
	Iteration 5F: 3 clusters Score -105177.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -105517.500000 Penalty: 2279.522461
	Iteration 6F: 3 clusters Score -105517.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -105830.500000 Penalty: 2279.522461
	Iteration 7Q: 3 clusters Score -105830.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -105990.328125 Penalty: 2279.522461
	Iteration 8Q: 3 clusters Score -105990.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -106145.367188 Penalty: 2279.522461
	Iteration 9Q: 3 clusters Score -106145.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -106274.335938 Penalty: 2279.522461
	Iteration 10Q: 3 clusters Score -106274.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -106359.476562 Penalty: 2279.522461
	Iteration 11Q: 3 clusters Score -106359.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -106397.476562 Penalty: 2279.522461
	Iteration 12Q: 3 clusters Score -106397.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -106435.585938 Penalty: 2279.522461
	Iteration 13Q: 3 clusters Score -106435.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -106464.179688 Penalty: 2279.522461
	Iteration 14Q: 3 clusters Score -106464.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -106477.210938 Penalty: 2279.522461
	Iteration 15Q: 3 clusters Score -106477.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -106481.125000 Penalty: 2279.522461
	Iteration 16Q: 3 clusters Score -106481.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -106483.390625 Penalty: 2279.522461
	Iteration 17Q: 3 clusters Score -106483.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -106488.250000 Penalty: 2279.522461
	Iteration 18Q: 3 clusters Score -106488.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -106489.531250 Penalty: 2279.522461
	Iteration 19Q: 3 clusters Score -106489.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -106489.617188 Penalty: 2279.522461
	Iteration 20F: 3 clusters Score -106489.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -106492.109375 Penalty: 2279.522461
	Iteration 21Q: 3 clusters Score -106492.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -106492.109375 Penalty: 2279.522461
	Iteration 22F: 3 clusters Score -106492.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 197067 members 
Mstep: Class 3 contains 84396 members 
Mstep: Class 4 contains 12217 members 
Mstep: Class 5 contains 19242 members 
Mstep: Class 6 contains 39010 members 
Mstep: Class 7 contains 92292 members 
Mstep: Class 8 contains 16755 members 
Mstep: Class 9 contains 37546 members 
Mstep: Class 10 contains 9196 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8748 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 18837 members 
Mstep: Class 16 contains 69208 members 
Mstep: Class 17 contains 119248 members 
Mstep: Class 18 contains 106800 members 
Mstep: Class 19 contains 3460 members 
Mstep: Class 20 contains 71565 members 
Mstep: Class 21 contains 33675 members 
Mstep: Class 22 contains 27706 members 
Mstep: Class 23 contains 13189 members 
Mstep: Class 24 contains 3679 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 553 members 
Mstep: Class 28 contains 88824 members 
Mstep: Class 29 contains 6036 members 
Mstep: Class 30 contains 7882 members 
Mstep: Class 31 contains 74081 members 
Mstep: Class 32 contains 5414 members 
Mstep: Class 33 contains 38387 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1585 members 
Mstep: Class 37 contains 38975 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 25438 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 21064 members 
Mstep: Class 44 contains 108607 members 
Mstep: Class 45 contains 71437 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 48234 members 
Mstep: Class 49 contains 12978 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 5480 members 
Mstep: Class 53 contains 42554 members 
Mstep: Class 54 contains 112229 members 
Mstep: Class 55 contains 559 members 
Entering Unmasked Estep 
Score: -194694672.000000 Penalty: 128338.117188
Splitting cluster 27 changes total score from -194695440.000000 to -194694672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (88824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88824 members 
Entering Unmasked Estep 
Score: -10500661.000000 Penalty: 1851.591919
	Iteration 0F: 2 clusters Score -1.050066e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44418 members 
Mstep: Class 2 contains 44406 members 
Entering Unmasked Estep 
Score: -10441222.000000 Penalty: 3703.183838
	Iteration 0F: 3 clusters Score -1.044122e+07 nChanged 42467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 44499 members 
Entering Unmasked Estep 
Score: -10465743.000000 Penalty: 3703.183838
	Iteration 1F: 3 clusters Score -1.046574e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44313 members 
Mstep: Class 2 contains 44511 members 
Entering Unmasked Estep 
Score: -10466189.000000 Penalty: 3703.183838
	Iteration 2Q: 3 clusters Score -1.046619e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44322 members 
Mstep: Class 2 contains 44502 members 
Entering Unmasked Estep 
Score: -10466676.000000 Penalty: 3703.183838
	Iteration 3Q: 3 clusters Score -1.046668e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44323 members 
Mstep: Class 2 contains 44501 members 
Entering Unmasked Estep 
Score: -10467111.000000 Penalty: 3703.183838
	Iteration 4Q: 3 clusters Score -1.046711e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44408 members 
Mstep: Class 2 contains 44416 members 
Entering Unmasked Estep 
Score: -10467471.000000 Penalty: 3703.183838
	Iteration 5Q: 3 clusters Score -1.046747e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44534 members 
Mstep: Class 2 contains 44290 members 
Entering Unmasked Estep 
Score: -10467990.000000 Penalty: 3703.183838
	Iteration 6Q: 3 clusters Score -1.046799e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44621 members 
Mstep: Class 2 contains 44203 members 
Entering Unmasked Estep 
Score: -10468623.000000 Penalty: 3703.183838
	Iteration 7Q: 3 clusters Score -1.046862e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44834 members 
Mstep: Class 2 contains 43990 members 
Entering Unmasked Estep 
Score: -10469424.000000 Penalty: 3703.183838
	Iteration 8Q: 3 clusters Score -1.046942e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45159 members 
Mstep: Class 2 contains 43665 members 
Entering Unmasked Estep 
Score: -10470312.000000 Penalty: 3703.183838
	Iteration 9Q: 3 clusters Score -1.047031e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45540 members 
Mstep: Class 2 contains 43284 members 
Entering Unmasked Estep 
Score: -10471642.000000 Penalty: 3703.183838
	Iteration 10Q: 3 clusters Score -1.047164e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45910 members 
Mstep: Class 2 contains 42914 members 
Entering Unmasked Estep 
Score: -10473906.000000 Penalty: 3703.183838
	Iteration 11Q: 3 clusters Score -1.047391e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46333 members 
Mstep: Class 2 contains 42491 members 
Entering Unmasked Estep 
Score: -10477274.000000 Penalty: 3703.183838
	Iteration 12F: 3 clusters Score -1.047727e+07 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46753 members 
Mstep: Class 2 contains 42071 members 
Entering Unmasked Estep 
Score: -10480932.000000 Penalty: 3703.183838
	Iteration 13F: 3 clusters Score -1.048093e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47199 members 
Mstep: Class 2 contains 41625 members 
Entering Unmasked Estep 
Score: -10483464.000000 Penalty: 3703.183838
	Iteration 14F: 3 clusters Score -1.048346e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47616 members 
Mstep: Class 2 contains 41208 members 
Entering Unmasked Estep 
Score: -10484661.000000 Penalty: 3703.183838
	Iteration 15Q: 3 clusters Score -1.048466e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48171 members 
Mstep: Class 2 contains 40653 members 
Entering Unmasked Estep 
Score: -10485305.000000 Penalty: 3703.183838
	Iteration 16Q: 3 clusters Score -1.04853e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48773 members 
Mstep: Class 2 contains 40051 members 
Entering Unmasked Estep 
Score: -10485913.000000 Penalty: 3703.183838
	Iteration 17Q: 3 clusters Score -1.048591e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49481 members 
Mstep: Class 2 contains 39343 members 
Entering Unmasked Estep 
Score: -10486699.000000 Penalty: 3703.183838
	Iteration 18Q: 3 clusters Score -1.04867e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50324 members 
Mstep: Class 2 contains 38500 members 
Entering Unmasked Estep 
Score: -10487676.000000 Penalty: 3703.183838
	Iteration 19Q: 3 clusters Score -1.048768e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51084 members 
Mstep: Class 2 contains 37740 members 
Entering Unmasked Estep 
Score: -10488762.000000 Penalty: 3703.183838
	Iteration 20F: 3 clusters Score -1.048876e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51786 members 
Mstep: Class 2 contains 37038 members 
Entering Unmasked Estep 
Score: -10490024.000000 Penalty: 3703.183838
	Iteration 21Q: 3 clusters Score -1.049002e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52401 members 
Mstep: Class 2 contains 36423 members 
Entering Unmasked Estep 
Score: -10491288.000000 Penalty: 3703.183838
	Iteration 22Q: 3 clusters Score -1.049129e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52851 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
Score: -10492606.000000 Penalty: 3703.183838
	Iteration 23Q: 3 clusters Score -1.049261e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53174 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -10493730.000000 Penalty: 3703.183838
	Iteration 24Q: 3 clusters Score -1.049373e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53359 members 
Mstep: Class 2 contains 35465 members 
Entering Unmasked Estep 
Score: -10494818.000000 Penalty: 3703.183838
	Iteration 25Q: 3 clusters Score -1.049482e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53398 members 
Mstep: Class 2 contains 35426 members 
Entering Unmasked Estep 
Score: -10495869.000000 Penalty: 3703.183838
	Iteration 26Q: 3 clusters Score -1.049587e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53373 members 
Mstep: Class 2 contains 35451 members 
Entering Unmasked Estep 
Score: -10496912.000000 Penalty: 3703.183838
	Iteration 27Q: 3 clusters Score -1.049691e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53354 members 
Mstep: Class 2 contains 35470 members 
Entering Unmasked Estep 
Score: -10497672.000000 Penalty: 3703.183838
	Iteration 28Q: 3 clusters Score -1.049767e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53477 members 
Mstep: Class 2 contains 35347 members 
Entering Unmasked Estep 
Score: -10498270.000000 Penalty: 3703.183838
	Iteration 29Q: 3 clusters Score -1.049827e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53690 members 
Mstep: Class 2 contains 35134 members 
Entering Unmasked Estep 
Score: -10498524.000000 Penalty: 3703.183838
	Iteration 30Q: 3 clusters Score -1.049852e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53957 members 
Mstep: Class 2 contains 34867 members 
Entering Unmasked Estep 
Score: -10498722.000000 Penalty: 3703.183838
	Iteration 31Q: 3 clusters Score -1.049872e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54336 members 
Mstep: Class 2 contains 34488 members 
Entering Unmasked Estep 
Score: -10498751.000000 Penalty: 3703.183838
	Iteration 32Q: 3 clusters Score -1.049875e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54737 members 
Mstep: Class 2 contains 34087 members 
Entering Unmasked Estep 
Score: -10498775.000000 Penalty: 3703.183838
	Iteration 33Q: 3 clusters Score -1.049878e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55178 members 
Mstep: Class 2 contains 33646 members 
Entering Unmasked Estep 
Score: -10498803.000000 Penalty: 3703.183838
	Iteration 34Q: 3 clusters Score -1.04988e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55646 members 
Mstep: Class 2 contains 33178 members 
Entering Unmasked Estep 
Score: -10498756.000000 Penalty: 3703.183838
	Iteration 35Q: 3 clusters Score -1.049876e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56093 members 
Mstep: Class 2 contains 32731 members 
Entering Unmasked Estep 
Score: -10498744.000000 Penalty: 3703.183838
	Iteration 36Q: 3 clusters Score -1.049874e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56545 members 
Mstep: Class 2 contains 32279 members 
Entering Unmasked Estep 
Score: -10498745.000000 Penalty: 3703.183838
	Iteration 37Q: 3 clusters Score -1.049874e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57036 members 
Mstep: Class 2 contains 31788 members 
Entering Unmasked Estep 
Score: -10498749.000000 Penalty: 3703.183838
	Iteration 38Q: 3 clusters Score -1.049875e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57491 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -10498767.000000 Penalty: 3703.183838
	Iteration 39Q: 3 clusters Score -1.049877e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57946 members 
Mstep: Class 2 contains 30878 members 
Entering Unmasked Estep 
Score: -10498796.000000 Penalty: 3703.183838
	Iteration 40F: 3 clusters Score -1.04988e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58325 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -10498809.000000 Penalty: 3703.183838
	Iteration 41Q: 3 clusters Score -1.049881e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58673 members 
Mstep: Class 2 contains 30151 members 
Entering Unmasked Estep 
Score: -10498809.000000 Penalty: 3703.183838
	Iteration 42Q: 3 clusters Score -1.049881e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58981 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -10498847.000000 Penalty: 3703.183838
	Iteration 43Q: 3 clusters Score -1.049885e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59279 members 
Mstep: Class 2 contains 29545 members 
Entering Unmasked Estep 
Score: -10498804.000000 Penalty: 3703.183838
	Iteration 44Q: 3 clusters Score -1.04988e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59554 members 
Mstep: Class 2 contains 29270 members 
Entering Unmasked Estep 
Score: -10498787.000000 Penalty: 3703.183838
	Iteration 45Q: 3 clusters Score -1.049879e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59849 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -10498754.000000 Penalty: 3703.183838
	Iteration 46Q: 3 clusters Score -1.049875e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60146 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -10498736.000000 Penalty: 3703.183838
	Iteration 47Q: 3 clusters Score -1.049874e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60393 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -10498700.000000 Penalty: 3703.183838
	Iteration 48Q: 3 clusters Score -1.04987e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60625 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -10498724.000000 Penalty: 3703.183838
	Iteration 49Q: 3 clusters Score -1.049872e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60869 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -10498705.000000 Penalty: 3703.183838
	Iteration 50Q: 3 clusters Score -1.04987e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61102 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -10498724.000000 Penalty: 3703.183838
	Iteration 51Q: 3 clusters Score -1.049872e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61303 members 
Mstep: Class 2 contains 27521 members 
Entering Unmasked Estep 
Score: -10498751.000000 Penalty: 3703.183838
	Iteration 52Q: 3 clusters Score -1.049875e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61534 members 
Mstep: Class 2 contains 27290 members 
Entering Unmasked Estep 
Score: -10498728.000000 Penalty: 3703.183838
	Iteration 53Q: 3 clusters Score -1.049873e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61720 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -10498698.000000 Penalty: 3703.183838
	Iteration 54Q: 3 clusters Score -1.04987e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61914 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -10498690.000000 Penalty: 3703.183838
	Iteration 55Q: 3 clusters Score -1.049869e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62067 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -10498648.000000 Penalty: 3703.183838
	Iteration 56Q: 3 clusters Score -1.049865e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62206 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -10498650.000000 Penalty: 3703.183838
	Iteration 57Q: 3 clusters Score -1.049865e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62314 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -10498649.000000 Penalty: 3703.183838
	Iteration 58Q: 3 clusters Score -1.049865e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62430 members 
Mstep: Class 2 contains 26394 members 
Entering Unmasked Estep 
Score: -10498656.000000 Penalty: 3703.183838
	Iteration 59Q: 3 clusters Score -1.049866e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62584 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -10498659.000000 Penalty: 3703.183838
	Iteration 60F: 3 clusters Score -1.049866e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62698 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -10498651.000000 Penalty: 3703.183838
	Iteration 61Q: 3 clusters Score -1.049865e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62812 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -10498650.000000 Penalty: 3703.183838
	Iteration 62Q: 3 clusters Score -1.049865e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62944 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -10498657.000000 Penalty: 3703.183838
	Iteration 63Q: 3 clusters Score -1.049866e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63041 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -10498639.000000 Penalty: 3703.183838
	Iteration 64Q: 3 clusters Score -1.049864e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63139 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -10498640.000000 Penalty: 3703.183838
	Iteration 65Q: 3 clusters Score -1.049864e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63237 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -10498643.000000 Penalty: 3703.183838
	Iteration 66Q: 3 clusters Score -1.049864e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63332 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -10498647.000000 Penalty: 3703.183838
	Iteration 67Q: 3 clusters Score -1.049865e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63448 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -10498639.000000 Penalty: 3703.183838
	Iteration 68Q: 3 clusters Score -1.049864e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63519 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -10498652.000000 Penalty: 3703.183838
	Iteration 69Q: 3 clusters Score -1.049865e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63576 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -10498625.000000 Penalty: 3703.183838
	Iteration 70Q: 3 clusters Score -1.049862e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63632 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
Score: -10498622.000000 Penalty: 3703.183838
	Iteration 71Q: 3 clusters Score -1.049862e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63676 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -10498635.000000 Penalty: 3703.183838
	Iteration 72Q: 3 clusters Score -1.049864e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63709 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -10498631.000000 Penalty: 3703.183838
	Iteration 73Q: 3 clusters Score -1.049863e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63737 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -10498619.000000 Penalty: 3703.183838
	Iteration 74Q: 3 clusters Score -1.049862e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63781 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -10498623.000000 Penalty: 3703.183838
	Iteration 75Q: 3 clusters Score -1.049862e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63830 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -10498632.000000 Penalty: 3703.183838
	Iteration 76Q: 3 clusters Score -1.049863e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63859 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -10498635.000000 Penalty: 3703.183838
	Iteration 77Q: 3 clusters Score -1.049864e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63910 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -10498632.000000 Penalty: 3703.183838
	Iteration 78Q: 3 clusters Score -1.049863e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63977 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -10498632.000000 Penalty: 3703.183838
	Iteration 79Q: 3 clusters Score -1.049863e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64003 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -10498641.000000 Penalty: 3703.183838
	Iteration 80F: 3 clusters Score -1.049864e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64026 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -10498647.000000 Penalty: 3703.183838
	Iteration 81Q: 3 clusters Score -1.049865e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64055 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -10498643.000000 Penalty: 3703.183838
	Iteration 82Q: 3 clusters Score -1.049864e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64060 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -10498638.000000 Penalty: 3703.183838
	Iteration 83Q: 3 clusters Score -1.049864e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64068 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -10498633.000000 Penalty: 3703.183838
	Iteration 84Q: 3 clusters Score -1.049863e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64072 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -10498653.000000 Penalty: 3703.183838
	Iteration 85Q: 3 clusters Score -1.049865e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64076 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -10498645.000000 Penalty: 3703.183838
	Iteration 86Q: 3 clusters Score -1.049864e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64076 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -10498645.000000 Penalty: 3703.183838
	Iteration 87F: 3 clusters Score -1.049864e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Entering Unmasked Estep 
Score: -610953.562500 Penalty: 1414.643188
	Iteration 0F: 2 clusters Score -610953.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -606311.875000 Penalty: 2829.286377
	Iteration 0F: 3 clusters Score -606311.9 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -607732.562500 Penalty: 2829.286377
	Iteration 1F: 3 clusters Score -607732.6 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -608035.562500 Penalty: 2829.286377
	Iteration 2F: 3 clusters Score -608035.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -608257.187500 Penalty: 2829.286377
	Iteration 3F: 3 clusters Score -608257.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -608466.812500 Penalty: 2829.286377
	Iteration 4F: 3 clusters Score -608466.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -608668.437500 Penalty: 2829.286377
	Iteration 5F: 3 clusters Score -608668.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -608869.312500 Penalty: 2829.286377
	Iteration 6Q: 3 clusters Score -608869.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -609052.875000 Penalty: 2829.286377
	Iteration 7Q: 3 clusters Score -609052.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -609260.250000 Penalty: 2829.286377
	Iteration 8Q: 3 clusters Score -609260.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -609474.625000 Penalty: 2829.286377
	Iteration 9Q: 3 clusters Score -609474.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -609613.125000 Penalty: 2829.286377
	Iteration 10Q: 3 clusters Score -609613.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -609678.187500 Penalty: 2829.286377
	Iteration 11Q: 3 clusters Score -609678.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -609728.062500 Penalty: 2829.286377
	Iteration 12Q: 3 clusters Score -609728.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -609758.187500 Penalty: 2829.286377
	Iteration 13Q: 3 clusters Score -609758.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -609779.125000 Penalty: 2829.286377
	Iteration 14Q: 3 clusters Score -609779.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -609797.812500 Penalty: 2829.286377
	Iteration 15Q: 3 clusters Score -609797.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -609812.312500 Penalty: 2829.286377
	Iteration 16Q: 3 clusters Score -609812.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -609818.250000 Penalty: 2829.286377
	Iteration 17Q: 3 clusters Score -609818.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -609821.250000 Penalty: 2829.286377
	Iteration 18Q: 3 clusters Score -609821.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -609826.875000 Penalty: 2829.286377
	Iteration 19Q: 3 clusters Score -609826.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -609829.625000 Penalty: 2829.286377
	Iteration 20F: 3 clusters Score -609829.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -609834.625000 Penalty: 2829.286377
	Iteration 21Q: 3 clusters Score -609834.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -609838.437500 Penalty: 2829.286377
	Iteration 22Q: 3 clusters Score -609838.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -609839.937500 Penalty: 2829.286377
	Iteration 23Q: 3 clusters Score -609839.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -609842.125000 Penalty: 2829.286377
	Iteration 24Q: 3 clusters Score -609842.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -609843.625000 Penalty: 2829.286377
	Iteration 25Q: 3 clusters Score -609843.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -609845.375000 Penalty: 2829.286377
	Iteration 26Q: 3 clusters Score -609845.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -609846.687500 Penalty: 2829.286377
	Iteration 27Q: 3 clusters Score -609846.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -609847.687500 Penalty: 2829.286377
	Iteration 28Q: 3 clusters Score -609847.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -609848.062500 Penalty: 2829.286377
	Iteration 29Q: 3 clusters Score -609848.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -609848.937500 Penalty: 2829.286377
	Iteration 30Q: 3 clusters Score -609848.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -609850.312500 Penalty: 2829.286377
	Iteration 31Q: 3 clusters Score -609850.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -609852.000000 Penalty: 2829.286377
	Iteration 32Q: 3 clusters Score -609852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -609852.500000 Penalty: 2829.286377
	Iteration 33Q: 3 clusters Score -609852.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -609853.687500 Penalty: 2829.286377
	Iteration 34Q: 3 clusters Score -609853.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -609853.125000 Penalty: 2829.286377
	Iteration 35Q: 3 clusters Score -609853.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -609853.562500 Penalty: 2829.286377
	Iteration 36Q: 3 clusters Score -609853.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -609854.000000 Penalty: 2829.286377
	Iteration 37Q: 3 clusters Score -609854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -609854.000000 Penalty: 2829.286377
	Iteration 38F: 3 clusters Score -609854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (7882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Entering Unmasked Estep 
Score: -954201.375000 Penalty: 1458.004761
	Iteration 0F: 2 clusters Score -954201.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -948368.000000 Penalty: 2916.009521
	Iteration 0F: 3 clusters Score -948368 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -950126.437500 Penalty: 2916.009521
	Iteration 1F: 3 clusters Score -950126.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -950343.750000 Penalty: 2916.009521
	Iteration 2F: 3 clusters Score -950343.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -950525.437500 Penalty: 2916.009521
	Iteration 3Q: 3 clusters Score -950525.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -950680.312500 Penalty: 2916.009521
	Iteration 4Q: 3 clusters Score -950680.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -950822.187500 Penalty: 2916.009521
	Iteration 5Q: 3 clusters Score -950822.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -950944.937500 Penalty: 2916.009521
	Iteration 6Q: 3 clusters Score -950944.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -951087.062500 Penalty: 2916.009521
	Iteration 7Q: 3 clusters Score -951087.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -951253.625000 Penalty: 2916.009521
	Iteration 8Q: 3 clusters Score -951253.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -951407.312500 Penalty: 2916.009521
	Iteration 9Q: 3 clusters Score -951407.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -951580.562500 Penalty: 2916.009521
	Iteration 10Q: 3 clusters Score -951580.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -951746.312500 Penalty: 2916.009521
	Iteration 11Q: 3 clusters Score -951746.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -951896.687500 Penalty: 2916.009521
	Iteration 12Q: 3 clusters Score -951896.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -952014.875000 Penalty: 2916.009521
	Iteration 13Q: 3 clusters Score -952014.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -952109.437500 Penalty: 2916.009521
	Iteration 14Q: 3 clusters Score -952109.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -952190.125000 Penalty: 2916.009521
	Iteration 15Q: 3 clusters Score -952190.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -952256.250000 Penalty: 2916.009521
	Iteration 16Q: 3 clusters Score -952256.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -952325.812500 Penalty: 2916.009521
	Iteration 17Q: 3 clusters Score -952325.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -952380.750000 Penalty: 2916.009521
	Iteration 18Q: 3 clusters Score -952380.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -952430.000000 Penalty: 2916.009521
	Iteration 19Q: 3 clusters Score -952430 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -952471.750000 Penalty: 2916.009521
	Iteration 20F: 3 clusters Score -952471.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -952508.187500 Penalty: 2916.009521
	Iteration 21Q: 3 clusters Score -952508.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -952539.250000 Penalty: 2916.009521
	Iteration 22Q: 3 clusters Score -952539.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -952565.000000 Penalty: 2916.009521
	Iteration 23Q: 3 clusters Score -952565 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -952588.937500 Penalty: 2916.009521
	Iteration 24Q: 3 clusters Score -952588.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -952609.437500 Penalty: 2916.009521
	Iteration 25Q: 3 clusters Score -952609.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -952627.437500 Penalty: 2916.009521
	Iteration 26Q: 3 clusters Score -952627.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -952638.500000 Penalty: 2916.009521
	Iteration 27Q: 3 clusters Score -952638.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -952645.375000 Penalty: 2916.009521
	Iteration 28Q: 3 clusters Score -952645.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -952654.125000 Penalty: 2916.009521
	Iteration 29Q: 3 clusters Score -952654.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -952657.625000 Penalty: 2916.009521
	Iteration 30Q: 3 clusters Score -952657.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -952658.750000 Penalty: 2916.009521
	Iteration 31Q: 3 clusters Score -952658.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -952663.750000 Penalty: 2916.009521
	Iteration 32Q: 3 clusters Score -952663.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -952667.875000 Penalty: 2916.009521
	Iteration 33Q: 3 clusters Score -952667.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -952670.062500 Penalty: 2916.009521
	Iteration 34Q: 3 clusters Score -952670.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -952669.812500 Penalty: 2916.009521
	Iteration 35Q: 3 clusters Score -952669.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -952670.500000 Penalty: 2916.009521
	Iteration 36Q: 3 clusters Score -952670.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -952671.250000 Penalty: 2916.009521
	Iteration 37Q: 3 clusters Score -952671.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -952671.375000 Penalty: 2916.009521
	Iteration 38Q: 3 clusters Score -952671.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -952671.625000 Penalty: 2916.009521
	Iteration 39Q: 3 clusters Score -952671.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -952672.562500 Penalty: 2916.009521
	Iteration 40F: 3 clusters Score -952672.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -952673.437500 Penalty: 2916.009521
	Iteration 41Q: 3 clusters Score -952673.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -952675.687500 Penalty: 2916.009521
	Iteration 42Q: 3 clusters Score -952675.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -952675.000000 Penalty: 2916.009521
	Iteration 43Q: 3 clusters Score -952675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -952675.125000 Penalty: 2916.009521
	Iteration 44Q: 3 clusters Score -952675.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -952679.562500 Penalty: 2916.009521
	Iteration 45Q: 3 clusters Score -952679.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -952680.000000 Penalty: 2916.009521
	Iteration 46Q: 3 clusters Score -952680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -952680.937500 Penalty: 2916.009521
	Iteration 47Q: 3 clusters Score -952680.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -952682.875000 Penalty: 2916.009521
	Iteration 48Q: 3 clusters Score -952682.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -952684.187500 Penalty: 2916.009521
	Iteration 49Q: 3 clusters Score -952684.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -952684.187500 Penalty: 2916.009521
	Iteration 50F: 3 clusters Score -952684.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (74081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74081 members 
Entering Unmasked Estep 
Score: -8647183.000000 Penalty: 1822.098633
	Iteration 0F: 2 clusters Score -8647183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37206 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -8597501.000000 Penalty: 3644.197266
	Iteration 0F: 3 clusters Score -8597501 nChanged 35335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38873 members 
Mstep: Class 2 contains 35208 members 
Entering Unmasked Estep 
Score: -8617576.000000 Penalty: 3644.197266
	Iteration 1F: 3 clusters Score -8617576 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40136 members 
Mstep: Class 2 contains 33945 members 
Entering Unmasked Estep 
Score: -8618083.000000 Penalty: 3644.197266
	Iteration 2Q: 3 clusters Score -8618083 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42044 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -8618843.000000 Penalty: 3644.197266
	Iteration 3Q: 3 clusters Score -8618843 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44907 members 
Mstep: Class 2 contains 29174 members 
Entering Unmasked Estep 
Score: -8620154.000000 Penalty: 3644.197266
	Iteration 4Q: 3 clusters Score -8620154 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49193 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -8622645.000000 Penalty: 3644.197266
	Iteration 5F: 3 clusters Score -8622645 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55008 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -8627080.000000 Penalty: 3644.197266
	Iteration 6F: 3 clusters Score -8627080 nChanged 6676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61682 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -8633123.000000 Penalty: 3644.197266
	Iteration 7F: 3 clusters Score -8633123 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67757 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -8639253.000000 Penalty: 3644.197266
	Iteration 8F: 3 clusters Score -8639253 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71544 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -8643070.000000 Penalty: 3644.197266
	Iteration 9F: 3 clusters Score -8643070 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73167 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -8644683.000000 Penalty: 3644.197266
	Iteration 10Q: 3 clusters Score -8644683 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73697 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -8645223.000000 Penalty: 3644.197266
	Iteration 11Q: 3 clusters Score -8645223 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73842 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -8645403.000000 Penalty: 3644.197266
	Iteration 12Q: 3 clusters Score -8645403 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73882 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -8645495.000000 Penalty: 3644.197266
	Iteration 13Q: 3 clusters Score -8645495 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73897 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -8645511.000000 Penalty: 3644.197266
	Iteration 14Q: 3 clusters Score -8645511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73905 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -8645527.000000 Penalty: 3644.197266
	Iteration 15Q: 3 clusters Score -8645527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73906 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -8645529.000000 Penalty: 3644.197266
	Iteration 16Q: 3 clusters Score -8645529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73906 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -8645549.000000 Penalty: 3644.197266
	Iteration 17Q: 3 clusters Score -8645549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73904 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -8645555.000000 Penalty: 3644.197266
	Iteration 18Q: 3 clusters Score -8645555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73905 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -8645557.000000 Penalty: 3644.197266
	Iteration 19Q: 3 clusters Score -8645557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73906 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -8645565.000000 Penalty: 3644.197266
	Iteration 20F: 3 clusters Score -8645565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73905 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -8645571.000000 Penalty: 3644.197266
	Iteration 21Q: 3 clusters Score -8645571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73907 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -8645578.000000 Penalty: 3644.197266
	Iteration 22Q: 3 clusters Score -8645578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73907 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -8645578.000000 Penalty: 3644.197266
	Iteration 23F: 3 clusters Score -8645578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -630380.312500 Penalty: 1396.970825
	Iteration 0F: 2 clusters Score -630380.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -626125.437500 Penalty: 2793.941650
	Iteration 0F: 3 clusters Score -626125.4 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -627286.875000 Penalty: 2793.941650
	Iteration 1F: 3 clusters Score -627286.9 nChanged 332
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: -627445.250000 Penalty: 2793.941650
	Iteration 2F: 3 clusters Score -627445.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -627542.250000 Penalty: 2793.941650
	Iteration 3Q: 3 clusters Score -627542.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -627619.562500 Penalty: 2793.941650
	Iteration 4Q: 3 clusters Score -627619.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -627683.312500 Penalty: 2793.941650
	Iteration 5Q: 3 clusters Score -627683.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -627731.812500 Penalty: 2793.941650
	Iteration 6Q: 3 clusters Score -627731.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -627761.562500 Penalty: 2793.941650
	Iteration 7Q: 3 clusters Score -627761.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -627790.375000 Penalty: 2793.941650
	Iteration 8Q: 3 clusters Score -627790.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -627815.625000 Penalty: 2793.941650
	Iteration 9Q: 3 clusters Score -627815.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -627841.437500 Penalty: 2793.941650
	Iteration 10Q: 3 clusters Score -627841.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -627876.250000 Penalty: 2793.941650
	Iteration 11Q: 3 clusters Score -627876.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -627923.250000 Penalty: 2793.941650
	Iteration 12Q: 3 clusters Score -627923.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -627981.937500 Penalty: 2793.941650
	Iteration 13Q: 3 clusters Score -627981.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -628037.312500 Penalty: 2793.941650
	Iteration 14Q: 3 clusters Score -628037.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -628095.750000 Penalty: 2793.941650
	Iteration 15Q: 3 clusters Score -628095.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -628167.125000 Penalty: 2793.941650
	Iteration 16Q: 3 clusters Score -628167.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -628245.125000 Penalty: 2793.941650
	Iteration 17Q: 3 clusters Score -628245.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -628326.437500 Penalty: 2793.941650
	Iteration 18Q: 3 clusters Score -628326.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -628417.312500 Penalty: 2793.941650
	Iteration 19Q: 3 clusters Score -628417.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -628530.937500 Penalty: 2793.941650
	Iteration 20F: 3 clusters Score -628530.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -628643.500000 Penalty: 2793.941650
	Iteration 21Q: 3 clusters Score -628643.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -628763.437500 Penalty: 2793.941650
	Iteration 22Q: 3 clusters Score -628763.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -628873.812500 Penalty: 2793.941650
	Iteration 23Q: 3 clusters Score -628873.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -628954.500000 Penalty: 2793.941650
	Iteration 24Q: 3 clusters Score -628954.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -629013.187500 Penalty: 2793.941650
	Iteration 25Q: 3 clusters Score -629013.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -629059.250000 Penalty: 2793.941650
	Iteration 26Q: 3 clusters Score -629059.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -629096.937500 Penalty: 2793.941650
	Iteration 27Q: 3 clusters Score -629096.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -629120.000000 Penalty: 2793.941650
	Iteration 28Q: 3 clusters Score -629120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -629133.437500 Penalty: 2793.941650
	Iteration 29Q: 3 clusters Score -629133.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -629140.562500 Penalty: 2793.941650
	Iteration 30Q: 3 clusters Score -629140.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -629141.000000 Penalty: 2793.941650
	Iteration 31Q: 3 clusters Score -629141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -629141.187500 Penalty: 2793.941650
	Iteration 32Q: 3 clusters Score -629141.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -629141.937500 Penalty: 2793.941650
	Iteration 33Q: 3 clusters Score -629141.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -629141.687500 Penalty: 2793.941650
	Iteration 34Q: 3 clusters Score -629141.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -629142.750000 Penalty: 2793.941650
	Iteration 35Q: 3 clusters Score -629142.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -629143.875000 Penalty: 2793.941650
	Iteration 36Q: 3 clusters Score -629143.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -629144.437500 Penalty: 2793.941650
	Iteration 37Q: 3 clusters Score -629144.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -629144.437500 Penalty: 2793.941650
	Iteration 38F: 3 clusters Score -629144.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (38387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38387 members 
Entering Unmasked Estep 
Score: -4500807.000000 Penalty: 1715.264526
	Iteration 0F: 2 clusters Score -4500807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -4475137.500000 Penalty: 3430.529053
	Iteration 0F: 3 clusters Score -4475138 nChanged 17896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -4484993.500000 Penalty: 3430.529053
	Iteration 1F: 3 clusters Score -4484994 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -4485611.500000 Penalty: 3430.529053
	Iteration 2Q: 3 clusters Score -4485612 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -4486649.000000 Penalty: 3430.529053
	Iteration 3Q: 3 clusters Score -4486649 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -4488144.000000 Penalty: 3430.529053
	Iteration 4F: 3 clusters Score -4488144 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -4490203.000000 Penalty: 3430.529053
	Iteration 5F: 3 clusters Score -4490203 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -4492800.500000 Penalty: 3430.529053
	Iteration 6F: 3 clusters Score -4492800 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -4495648.500000 Penalty: 3430.529053
	Iteration 7F: 3 clusters Score -4495648 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -4497986.500000 Penalty: 3430.529053
	Iteration 8F: 3 clusters Score -4497986 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -4499337.000000 Penalty: 3430.529053
	Iteration 9F: 3 clusters Score -4499337 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -4500046.500000 Penalty: 3430.529053
	Iteration 10Q: 3 clusters Score -4500046 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -4500463.500000 Penalty: 3430.529053
	Iteration 11Q: 3 clusters Score -4500464 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -4500777.500000 Penalty: 3430.529053
	Iteration 12Q: 3 clusters Score -4500778 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -4500956.000000 Penalty: 3430.529053
	Iteration 13Q: 3 clusters Score -4500956 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -4501063.000000 Penalty: 3430.529053
	Iteration 14Q: 3 clusters Score -4501063 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -4501123.500000 Penalty: 3430.529053
	Iteration 15Q: 3 clusters Score -4501124 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -4501158.500000 Penalty: 3430.529053
	Iteration 16Q: 3 clusters Score -4501158 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -4501194.000000 Penalty: 3430.529053
	Iteration 17Q: 3 clusters Score -4501194 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 28749 members 
Entering Unmasked Estep 
Score: -4501225.500000 Penalty: 3430.529053
	Iteration 18Q: 3 clusters Score -4501226 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 28943 members 
Entering Unmasked Estep 
Score: -4501248.000000 Penalty: 3430.529053
	Iteration 19Q: 3 clusters Score -4501248 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -4501264.500000 Penalty: 3430.529053
	Iteration 20F: 3 clusters Score -4501264 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 29241 members 
Entering Unmasked Estep 
Score: -4501271.500000 Penalty: 3430.529053
	Iteration 21Q: 3 clusters Score -4501272 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 29374 members 
Entering Unmasked Estep 
Score: -4501285.500000 Penalty: 3430.529053
	Iteration 22Q: 3 clusters Score -4501286 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -4501292.000000 Penalty: 3430.529053
	Iteration 23Q: 3 clusters Score -4501292 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -4501305.500000 Penalty: 3430.529053
	Iteration 24Q: 3 clusters Score -4501306 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -4501319.000000 Penalty: 3430.529053
	Iteration 25Q: 3 clusters Score -4501319 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 29869 members 
Entering Unmasked Estep 
Score: -4501317.000000 Penalty: 3430.529053
	Iteration 26Q: 3 clusters Score -4501317 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 29969 members 
Entering Unmasked Estep 
Score: -4501324.500000 Penalty: 3430.529053
	Iteration 27Q: 3 clusters Score -4501324 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 30071 members 
Entering Unmasked Estep 
Score: -4501338.500000 Penalty: 3430.529053
	Iteration 28Q: 3 clusters Score -4501338 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 30172 members 
Entering Unmasked Estep 
Score: -4501342.500000 Penalty: 3430.529053
	Iteration 29Q: 3 clusters Score -4501342 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 30280 members 
Entering Unmasked Estep 
Score: -4501332.500000 Penalty: 3430.529053
	Iteration 30Q: 3 clusters Score -4501332 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 30388 members 
Entering Unmasked Estep 
Score: -4501336.500000 Penalty: 3430.529053
	Iteration 31Q: 3 clusters Score -4501336 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 30489 members 
Entering Unmasked Estep 
Score: -4501352.000000 Penalty: 3430.529053
	Iteration 32Q: 3 clusters Score -4501352 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -4501367.500000 Penalty: 3430.529053
	Iteration 33Q: 3 clusters Score -4501368 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -4501374.500000 Penalty: 3430.529053
	Iteration 34Q: 3 clusters Score -4501374 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
Score: -4501376.000000 Penalty: 3430.529053
	Iteration 35Q: 3 clusters Score -4501376 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -4501368.500000 Penalty: 3430.529053
	Iteration 36Q: 3 clusters Score -4501368 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -4501384.500000 Penalty: 3430.529053
	Iteration 37Q: 3 clusters Score -4501384 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 30995 members 
Entering Unmasked Estep 
Score: -4501379.500000 Penalty: 3430.529053
	Iteration 38Q: 3 clusters Score -4501380 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 31055 members 
Entering Unmasked Estep 
Score: -4501387.000000 Penalty: 3430.529053
	Iteration 39Q: 3 clusters Score -4501387 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 31116 members 
Entering Unmasked Estep 
Score: -4501400.000000 Penalty: 3430.529053
	Iteration 40F: 3 clusters Score -4501400 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 31171 members 
Entering Unmasked Estep 
Score: -4501406.500000 Penalty: 3430.529053
	Iteration 41Q: 3 clusters Score -4501406 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 31218 members 
Entering Unmasked Estep 
Score: -4501413.500000 Penalty: 3430.529053
	Iteration 42Q: 3 clusters Score -4501414 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 31255 members 
Entering Unmasked Estep 
Score: -4501406.500000 Penalty: 3430.529053
	Iteration 43Q: 3 clusters Score -4501406 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -4501413.500000 Penalty: 3430.529053
	Iteration 44Q: 3 clusters Score -4501414 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 31309 members 
Entering Unmasked Estep 
Score: -4501417.000000 Penalty: 3430.529053
	Iteration 45Q: 3 clusters Score -4501417 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 31342 members 
Entering Unmasked Estep 
Score: -4501416.500000 Penalty: 3430.529053
	Iteration 46Q: 3 clusters Score -4501416 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
Score: -4501415.000000 Penalty: 3430.529053
	Iteration 47Q: 3 clusters Score -4501415 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -4501415.000000 Penalty: 3430.529053
	Iteration 48Q: 3 clusters Score -4501415 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -4501422.000000 Penalty: 3430.529053
	Iteration 49Q: 3 clusters Score -4501422 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 31484 members 
Entering Unmasked Estep 
Score: -4501424.500000 Penalty: 3430.529053
	Iteration 50Q: 3 clusters Score -4501424 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -4501424.500000 Penalty: 3430.529053
	Iteration 51Q: 3 clusters Score -4501424 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 31534 members 
Entering Unmasked Estep 
Score: -4501423.500000 Penalty: 3430.529053
	Iteration 52Q: 3 clusters Score -4501424 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 31558 members 
Entering Unmasked Estep 
Score: -4501421.500000 Penalty: 3430.529053
	Iteration 53Q: 3 clusters Score -4501422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 31579 members 
Entering Unmasked Estep 
Score: -4501426.000000 Penalty: 3430.529053
	Iteration 54Q: 3 clusters Score -4501426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -4501434.000000 Penalty: 3430.529053
	Iteration 55Q: 3 clusters Score -4501434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -4501431.000000 Penalty: 3430.529053
	Iteration 56Q: 3 clusters Score -4501431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 31614 members 
Entering Unmasked Estep 
Score: -4501425.000000 Penalty: 3430.529053
	Iteration 57Q: 3 clusters Score -4501425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -4501423.500000 Penalty: 3430.529053
	Iteration 58Q: 3 clusters Score -4501424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
Score: -4501423.000000 Penalty: 3430.529053
	Iteration 59Q: 3 clusters Score -4501423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 31644 members 
Entering Unmasked Estep 
Score: -4501420.500000 Penalty: 3430.529053
	Iteration 60F: 3 clusters Score -4501420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 31661 members 
Entering Unmasked Estep 
Score: -4501422.500000 Penalty: 3430.529053
	Iteration 61Q: 3 clusters Score -4501422 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 31681 members 
Entering Unmasked Estep 
Score: -4501428.000000 Penalty: 3430.529053
	Iteration 62Q: 3 clusters Score -4501428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 31694 members 
Entering Unmasked Estep 
Score: -4501430.000000 Penalty: 3430.529053
	Iteration 63Q: 3 clusters Score -4501430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 31705 members 
Entering Unmasked Estep 
Score: -4501420.500000 Penalty: 3430.529053
	Iteration 64Q: 3 clusters Score -4501420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 31716 members 
Entering Unmasked Estep 
Score: -4501423.500000 Penalty: 3430.529053
	Iteration 65Q: 3 clusters Score -4501424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 31727 members 
Entering Unmasked Estep 
Score: -4501426.500000 Penalty: 3430.529053
	Iteration 66Q: 3 clusters Score -4501426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 31738 members 
Entering Unmasked Estep 
Score: -4501420.000000 Penalty: 3430.529053
	Iteration 67Q: 3 clusters Score -4501420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 31744 members 
Entering Unmasked Estep 
Score: -4501420.000000 Penalty: 3430.529053
	Iteration 68Q: 3 clusters Score -4501420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 31751 members 
Entering Unmasked Estep 
Score: -4501420.000000 Penalty: 3430.529053
	Iteration 69Q: 3 clusters Score -4501420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 31757 members 
Entering Unmasked Estep 
Score: -4501424.000000 Penalty: 3430.529053
	Iteration 70Q: 3 clusters Score -4501424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 31761 members 
Entering Unmasked Estep 
Score: -4501423.500000 Penalty: 3430.529053
	Iteration 71Q: 3 clusters Score -4501424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
Score: -4501423.000000 Penalty: 3430.529053
	Iteration 72Q: 3 clusters Score -4501423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -4501421.000000 Penalty: 3430.529053
	Iteration 73Q: 3 clusters Score -4501421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 31776 members 
Entering Unmasked Estep 
Score: -4501426.500000 Penalty: 3430.529053
	Iteration 74Q: 3 clusters Score -4501426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -4501429.000000 Penalty: 3430.529053
	Iteration 75Q: 3 clusters Score -4501429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 31788 members 
Entering Unmasked Estep 
Score: -4501434.500000 Penalty: 3430.529053
	Iteration 76Q: 3 clusters Score -4501434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 31791 members 
Entering Unmasked Estep 
Score: -4501425.500000 Penalty: 3430.529053
	Iteration 77Q: 3 clusters Score -4501426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -4501421.000000 Penalty: 3430.529053
	Iteration 78Q: 3 clusters Score -4501421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 31796 members 
Entering Unmasked Estep 
Score: -4501424.500000 Penalty: 3430.529053
	Iteration 79Q: 3 clusters Score -4501424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 31798 members 
Entering Unmasked Estep 
Score: -4501424.500000 Penalty: 3430.529053
	Iteration 80F: 3 clusters Score -4501424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -4501424.500000 Penalty: 3430.529053
	Iteration 81Q: 3 clusters Score -4501424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 31800 members 
Entering Unmasked Estep 
Score: -4501422.500000 Penalty: 3430.529053
	Iteration 82Q: 3 clusters Score -4501422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 31801 members 
Entering Unmasked Estep 
Score: -4501422.500000 Penalty: 3430.529053
	Iteration 83Q: 3 clusters Score -4501422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 31802 members 
Entering Unmasked Estep 
Score: -4501422.000000 Penalty: 3430.529053
	Iteration 84Q: 3 clusters Score -4501422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 31803 members 
Entering Unmasked Estep 
Score: -4501421.000000 Penalty: 3430.529053
	Iteration 85Q: 3 clusters Score -4501421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -4501426.500000 Penalty: 3430.529053
	Iteration 86Q: 3 clusters Score -4501426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 31808 members 
Entering Unmasked Estep 
Score: -4501425.000000 Penalty: 3430.529053
	Iteration 87Q: 3 clusters Score -4501425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 31812 members 
Entering Unmasked Estep 
Score: -4501418.500000 Penalty: 3430.529053
	Iteration 88Q: 3 clusters Score -4501418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 31815 members 
Entering Unmasked Estep 
Score: -4501421.500000 Penalty: 3430.529053
	Iteration 89Q: 3 clusters Score -4501422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 31817 members 
Entering Unmasked Estep 
Score: -4501421.000000 Penalty: 3430.529053
	Iteration 90Q: 3 clusters Score -4501421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -4501421.000000 Penalty: 3430.529053
	Iteration 91Q: 3 clusters Score -4501421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -4501421.000000 Penalty: 3430.529053
	Iteration 92F: 3 clusters Score -4501421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 197067 members 
Mstep: Class 3 contains 84396 members 
Mstep: Class 4 contains 12217 members 
Mstep: Class 5 contains 19242 members 
Mstep: Class 6 contains 39010 members 
Mstep: Class 7 contains 92292 members 
Mstep: Class 8 contains 16755 members 
Mstep: Class 9 contains 37546 members 
Mstep: Class 10 contains 9196 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8748 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 18837 members 
Mstep: Class 16 contains 69208 members 
Mstep: Class 17 contains 119248 members 
Mstep: Class 18 contains 106800 members 
Mstep: Class 19 contains 3460 members 
Mstep: Class 20 contains 71565 members 
Mstep: Class 21 contains 33675 members 
Mstep: Class 22 contains 27706 members 
Mstep: Class 23 contains 13189 members 
Mstep: Class 24 contains 3679 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 88824 members 
Mstep: Class 29 contains 6036 members 
Mstep: Class 30 contains 7882 members 
Mstep: Class 31 contains 74081 members 
Mstep: Class 32 contains 5414 members 
Mstep: Class 33 contains 6569 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1585 members 
Mstep: Class 37 contains 38975 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 25438 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 21064 members 
Mstep: Class 44 contains 108607 members 
Mstep: Class 45 contains 71437 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 48234 members 
Mstep: Class 49 contains 12978 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 5480 members 
Mstep: Class 53 contains 42554 members 
Mstep: Class 54 contains 112229 members 
Mstep: Class 55 contains 31818 members 
Entering Unmasked Estep 
Score: -194695952.000000 Penalty: 128338.117188
Splitting cluster 33 changes total score from -194695440.000000 to -194695952.000000
So it's getting split into cluster 55.
Entering ConstructFrom: 
Trying to split cluster 34 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -29902.183594 Penalty: 999.819092
	Iteration 0F: 2 clusters Score -29902.18 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 247 members 
Entering Unmasked Estep 
Score: -29053.339844 Penalty: 1999.638184
	Iteration 0F: 3 clusters Score -29053.34 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -29420.548828 Penalty: 1999.638184
	Iteration 1F: 3 clusters Score -29420.55 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -29501.130859 Penalty: 1999.638184
	Iteration 2F: 3 clusters Score -29501.13 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -29532.527344 Penalty: 1999.638184
	Iteration 3Q: 3 clusters Score -29532.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -29580.414062 Penalty: 1999.638184
	Iteration 4Q: 3 clusters Score -29580.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -29595.931641 Penalty: 1999.638184
	Iteration 5Q: 3 clusters Score -29595.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -29622.716797 Penalty: 1999.638184
	Iteration 6Q: 3 clusters Score -29622.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -29660.363281 Penalty: 1999.638184
	Iteration 7Q: 3 clusters Score -29660.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -29770.148438 Penalty: 1999.638184
	Iteration 8Q: 3 clusters Score -29770.15 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -29870.650391 Penalty: 1999.638184
	Iteration 9Q: 3 clusters Score -29870.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -29984.724609 Penalty: 1999.638184
	Iteration 10Q: 3 clusters Score -29984.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -30024.375000 Penalty: 1999.638184
	Iteration 11Q: 3 clusters Score -30024.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -30054.166016 Penalty: 1999.638184
	Iteration 12Q: 3 clusters Score -30054.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -30056.259766 Penalty: 1999.638184
	Iteration 13Q: 3 clusters Score -30056.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -30060.794922 Penalty: 1999.638184
	Iteration 14Q: 3 clusters Score -30060.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -30065.332031 Penalty: 1999.638184
	Iteration 15Q: 3 clusters Score -30065.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -30067.490234 Penalty: 1999.638184
	Iteration 16Q: 3 clusters Score -30067.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -30069.927734 Penalty: 1999.638184
	Iteration 17Q: 3 clusters Score -30069.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -30147.480469 Penalty: 1999.638184
	Iteration 18F: 3 clusters Score -30147.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -30310.894531 Penalty: 1999.638184
	Iteration 19Q: 3 clusters Score -30310.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -30360.486328 Penalty: 1999.638184
	Iteration 20F: 3 clusters Score -30360.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -30370.269531 Penalty: 1999.638184
	Iteration 21Q: 3 clusters Score -30370.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -30372.638672 Penalty: 1999.638184
	Iteration 22Q: 3 clusters Score -30372.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -30372.638672 Penalty: 1999.638184
	Iteration 23F: 3 clusters Score -30372.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 197067 members 
Mstep: Class 3 contains 84396 members 
Mstep: Class 4 contains 12217 members 
Mstep: Class 5 contains 19242 members 
Mstep: Class 6 contains 39010 members 
Mstep: Class 7 contains 92292 members 
Mstep: Class 8 contains 16755 members 
Mstep: Class 9 contains 37546 members 
Mstep: Class 10 contains 9196 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8748 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 18837 members 
Mstep: Class 16 contains 69208 members 
Mstep: Class 17 contains 119248 members 
Mstep: Class 18 contains 106800 members 
Mstep: Class 19 contains 3460 members 
Mstep: Class 20 contains 71565 members 
Mstep: Class 21 contains 33675 members 
Mstep: Class 22 contains 27706 members 
Mstep: Class 23 contains 13189 members 
Mstep: Class 24 contains 3679 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 88824 members 
Mstep: Class 29 contains 6036 members 
Mstep: Class 30 contains 7882 members 
Mstep: Class 31 contains 74081 members 
Mstep: Class 32 contains 5414 members 
Mstep: Class 33 contains 6569 members 
Mstep: Class 34 contains 113 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1585 members 
Mstep: Class 37 contains 38975 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 25438 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 21064 members 
Mstep: Class 44 contains 108607 members 
Mstep: Class 45 contains 71437 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 48234 members 
Mstep: Class 49 contains 12978 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 5480 members 
Mstep: Class 53 contains 42554 members 
Mstep: Class 54 contains 112229 members 
Mstep: Class 55 contains 31818 members 
Mstep: Class 56 contains 357 members 
Entering Unmasked Estep 
Score: -194694768.000000 Penalty: 130671.539062
Splitting cluster 34 changes total score from -194695440.000000 to -194694768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Entering Unmasked Estep 
Score: -22951.667969 Penalty: 949.104248
	Iteration 0F: 2 clusters Score -22951.67 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 188 members 
Entering Unmasked Estep 
Score: -22216.306641 Penalty: 1898.208496
	Iteration 0F: 3 clusters Score -22216.31 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -22521.933594 Penalty: 1898.208496
	Iteration 1F: 3 clusters Score -22521.93 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -22575.564453 Penalty: 1898.208496
	Iteration 2F: 3 clusters Score -22575.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -22671.341797 Penalty: 1898.208496
	Iteration 3Q: 3 clusters Score -22671.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -22788.791016 Penalty: 1898.208496
	Iteration 4Q: 3 clusters Score -22788.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -22850.890625 Penalty: 1898.208496
	Iteration 5Q: 3 clusters Score -22850.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -22887.275391 Penalty: 1898.208496
	Iteration 6Q: 3 clusters Score -22887.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -22908.216797 Penalty: 1898.208496
	Iteration 7Q: 3 clusters Score -22908.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -22947.976562 Penalty: 1898.208496
	Iteration 8Q: 3 clusters Score -22947.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -22954.869141 Penalty: 1898.208496
	Iteration 9Q: 3 clusters Score -22954.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -22960.314453 Penalty: 1898.208496
	Iteration 10Q: 3 clusters Score -22960.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -22961.583984 Penalty: 1898.208496
	Iteration 11Q: 3 clusters Score -22961.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -22967.474609 Penalty: 1898.208496
	Iteration 12F: 3 clusters Score -22967.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -22981.349609 Penalty: 1898.208496
	Iteration 13Q: 3 clusters Score -22981.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -22981.349609 Penalty: 1898.208496
	Iteration 14F: 3 clusters Score -22981.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 197067 members 
Mstep: Class 3 contains 84396 members 
Mstep: Class 4 contains 12217 members 
Mstep: Class 5 contains 19242 members 
Mstep: Class 6 contains 39010 members 
Mstep: Class 7 contains 92292 members 
Mstep: Class 8 contains 16755 members 
Mstep: Class 9 contains 37546 members 
Mstep: Class 10 contains 9196 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8748 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 18837 members 
Mstep: Class 16 contains 69208 members 
Mstep: Class 17 contains 119248 members 
Mstep: Class 18 contains 106800 members 
Mstep: Class 19 contains 3460 members 
Mstep: Class 20 contains 71565 members 
Mstep: Class 21 contains 33675 members 
Mstep: Class 22 contains 27706 members 
Mstep: Class 23 contains 13189 members 
Mstep: Class 24 contains 3679 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 88824 members 
Mstep: Class 29 contains 6036 members 
Mstep: Class 30 contains 7882 members 
Mstep: Class 31 contains 74081 members 
Mstep: Class 32 contains 5414 members 
Mstep: Class 33 contains 6569 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 251 members 
Mstep: Class 36 contains 1585 members 
Mstep: Class 37 contains 38975 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 25438 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 21064 members 
Mstep: Class 44 contains 108607 members 
Mstep: Class 45 contains 71437 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 48234 members 
Mstep: Class 49 contains 12978 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 5480 members 
Mstep: Class 53 contains 42554 members 
Mstep: Class 54 contains 112229 members 
Mstep: Class 55 contains 31818 members 
Mstep: Class 56 contains 93 members 
Entering Unmasked Estep 
Score: -194695024.000000 Penalty: 130671.539062
Splitting cluster 35 changes total score from -194695440.000000 to -194695024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (1585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Entering Unmasked Estep 
Score: -170671.687500 Penalty: 1197.355225
	Iteration 0F: 2 clusters Score -170671.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -168854.234375 Penalty: 2394.710449
	Iteration 0F: 3 clusters Score -168854.2 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -169230.000000 Penalty: 2394.710449
	Iteration 1F: 3 clusters Score -169230 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -169338.593750 Penalty: 2394.710449
	Iteration 2F: 3 clusters Score -169338.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -169407.265625 Penalty: 2394.710449
	Iteration 3F: 3 clusters Score -169407.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -169465.671875 Penalty: 2394.710449
	Iteration 4Q: 3 clusters Score -169465.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -169519.609375 Penalty: 2394.710449
	Iteration 5Q: 3 clusters Score -169519.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -169567.687500 Penalty: 2394.710449
	Iteration 6Q: 3 clusters Score -169567.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -169603.046875 Penalty: 2394.710449
	Iteration 7Q: 3 clusters Score -169603 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -169635.437500 Penalty: 2394.710449
	Iteration 8Q: 3 clusters Score -169635.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -169675.968750 Penalty: 2394.710449
	Iteration 9Q: 3 clusters Score -169676 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -169709.500000 Penalty: 2394.710449
	Iteration 10Q: 3 clusters Score -169709.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -169737.421875 Penalty: 2394.710449
	Iteration 11Q: 3 clusters Score -169737.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -169766.265625 Penalty: 2394.710449
	Iteration 12Q: 3 clusters Score -169766.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -169790.640625 Penalty: 2394.710449
	Iteration 13Q: 3 clusters Score -169790.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -169805.796875 Penalty: 2394.710449
	Iteration 14Q: 3 clusters Score -169805.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -169816.375000 Penalty: 2394.710449
	Iteration 15Q: 3 clusters Score -169816.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -169830.171875 Penalty: 2394.710449
	Iteration 16Q: 3 clusters Score -169830.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -169841.578125 Penalty: 2394.710449
	Iteration 17Q: 3 clusters Score -169841.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -169849.218750 Penalty: 2394.710449
	Iteration 18Q: 3 clusters Score -169849.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -169859.875000 Penalty: 2394.710449
	Iteration 19Q: 3 clusters Score -169859.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -169874.406250 Penalty: 2394.710449
	Iteration 20F: 3 clusters Score -169874.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -169889.671875 Penalty: 2394.710449
	Iteration 21Q: 3 clusters Score -169889.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -169905.906250 Penalty: 2394.710449
	Iteration 22Q: 3 clusters Score -169905.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -169916.156250 Penalty: 2394.710449
	Iteration 23Q: 3 clusters Score -169916.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -169925.343750 Penalty: 2394.710449
	Iteration 24Q: 3 clusters Score -169925.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -169936.046875 Penalty: 2394.710449
	Iteration 25Q: 3 clusters Score -169936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -169939.203125 Penalty: 2394.710449
	Iteration 26Q: 3 clusters Score -169939.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -169944.828125 Penalty: 2394.710449
	Iteration 27Q: 3 clusters Score -169944.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -169956.843750 Penalty: 2394.710449
	Iteration 28Q: 3 clusters Score -169956.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -169985.578125 Penalty: 2394.710449
	Iteration 29Q: 3 clusters Score -169985.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -170027.093750 Penalty: 2394.710449
	Iteration 30Q: 3 clusters Score -170027.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -170045.984375 Penalty: 2394.710449
	Iteration 31Q: 3 clusters Score -170046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -170053.937500 Penalty: 2394.710449
	Iteration 32Q: 3 clusters Score -170053.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -170060.703125 Penalty: 2394.710449
	Iteration 33Q: 3 clusters Score -170060.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -170063.812500 Penalty: 2394.710449
	Iteration 34Q: 3 clusters Score -170063.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -170068.562500 Penalty: 2394.710449
	Iteration 35Q: 3 clusters Score -170068.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -170077.953125 Penalty: 2394.710449
	Iteration 36Q: 3 clusters Score -170078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -170083.937500 Penalty: 2394.710449
	Iteration 37Q: 3 clusters Score -170083.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -170087.671875 Penalty: 2394.710449
	Iteration 38Q: 3 clusters Score -170087.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -170089.781250 Penalty: 2394.710449
	Iteration 39Q: 3 clusters Score -170089.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -170090.875000 Penalty: 2394.710449
	Iteration 40F: 3 clusters Score -170090.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (38975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38975 members 
Entering Unmasked Estep 
Score: -4607711.000000 Penalty: 1717.734863
	Iteration 0F: 2 clusters Score -4607711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -4581719.000000 Penalty: 3435.469727
	Iteration 0F: 3 clusters Score -4581719 nChanged 18057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -4591618.500000 Penalty: 3435.469727
	Iteration 1F: 3 clusters Score -4591618 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -4591935.500000 Penalty: 3435.469727
	Iteration 2Q: 3 clusters Score -4591936 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -4592239.000000 Penalty: 3435.469727
	Iteration 3Q: 3 clusters Score -4592239 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -4592540.000000 Penalty: 3435.469727
	Iteration 4Q: 3 clusters Score -4592540 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -4592860.000000 Penalty: 3435.469727
	Iteration 5Q: 3 clusters Score -4592860 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -4593216.500000 Penalty: 3435.469727
	Iteration 6Q: 3 clusters Score -4593216 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23382 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -4593696.500000 Penalty: 3435.469727
	Iteration 7Q: 3 clusters Score -4593696 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -4594446.500000 Penalty: 3435.469727
	Iteration 8Q: 3 clusters Score -4594446 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -4595709.000000 Penalty: 3435.469727
	Iteration 9F: 3 clusters Score -4595709 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29709 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -4597699.000000 Penalty: 3435.469727
	Iteration 10F: 3 clusters Score -4597699 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -4600286.500000 Penalty: 3435.469727
	Iteration 11F: 3 clusters Score -4600286 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35364 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -4602784.500000 Penalty: 3435.469727
	Iteration 12F: 3 clusters Score -4602784 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37229 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -4604572.000000 Penalty: 3435.469727
	Iteration 13Q: 3 clusters Score -4604572 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38216 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4605497.000000 Penalty: 3435.469727
	Iteration 14Q: 3 clusters Score -4605497 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38595 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4605851.000000 Penalty: 3435.469727
	Iteration 15Q: 3 clusters Score -4605851 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38740 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -4606012.500000 Penalty: 3435.469727
	Iteration 16Q: 3 clusters Score -4606012 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38788 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -4606091.000000 Penalty: 3435.469727
	Iteration 17Q: 3 clusters Score -4606091 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -4606133.500000 Penalty: 3435.469727
	Iteration 18Q: 3 clusters Score -4606134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38825 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -4606166.000000 Penalty: 3435.469727
	Iteration 19Q: 3 clusters Score -4606166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38830 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -4606182.000000 Penalty: 3435.469727
	Iteration 20F: 3 clusters Score -4606182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38837 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -4606196.000000 Penalty: 3435.469727
	Iteration 21Q: 3 clusters Score -4606196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38838 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -4606201.000000 Penalty: 3435.469727
	Iteration 22Q: 3 clusters Score -4606201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38841 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -4606215.000000 Penalty: 3435.469727
	Iteration 23Q: 3 clusters Score -4606215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38841 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -4606215.000000 Penalty: 3435.469727
	Iteration 24F: 3 clusters Score -4606215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Entering Unmasked Estep 
Score: -122111.742188 Penalty: 1157.203491
	Iteration 0F: 2 clusters Score -122111.7 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 621 members 
Entering Unmasked Estep 
Score: -120500.156250 Penalty: 2314.406982
	Iteration 0F: 3 clusters Score -120500.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -120868.687500 Penalty: 2314.406982
	Iteration 1F: 3 clusters Score -120868.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -121022.289062 Penalty: 2314.406982
	Iteration 2F: 3 clusters Score -121022.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -121142.156250 Penalty: 2314.406982
	Iteration 3F: 3 clusters Score -121142.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -121253.179688 Penalty: 2314.406982
	Iteration 4F: 3 clusters Score -121253.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -121333.375000 Penalty: 2314.406982
	Iteration 5Q: 3 clusters Score -121333.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -121394.031250 Penalty: 2314.406982
	Iteration 6Q: 3 clusters Score -121394 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -121445.460938 Penalty: 2314.406982
	Iteration 7Q: 3 clusters Score -121445.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -121482.531250 Penalty: 2314.406982
	Iteration 8Q: 3 clusters Score -121482.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -121506.656250 Penalty: 2314.406982
	Iteration 9Q: 3 clusters Score -121506.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -121514.000000 Penalty: 2314.406982
	Iteration 10Q: 3 clusters Score -121514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -121525.367188 Penalty: 2314.406982
	Iteration 11Q: 3 clusters Score -121525.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -121534.859375 Penalty: 2314.406982
	Iteration 12Q: 3 clusters Score -121534.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -121539.945312 Penalty: 2314.406982
	Iteration 13Q: 3 clusters Score -121539.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -121545.281250 Penalty: 2314.406982
	Iteration 14Q: 3 clusters Score -121545.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -121549.507812 Penalty: 2314.406982
	Iteration 15Q: 3 clusters Score -121549.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -121549.937500 Penalty: 2314.406982
	Iteration 16Q: 3 clusters Score -121549.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -121549.937500 Penalty: 2314.406982
	Iteration 17F: 3 clusters Score -121549.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (25438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Entering Unmasked Estep 
Score: -3058258.500000 Penalty: 1648.399902
	Iteration 0F: 2 clusters Score -3058258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -3040981.000000 Penalty: 3296.799805
	Iteration 0F: 3 clusters Score -3040981 nChanged 11788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -3047653.500000 Penalty: 3296.799805
	Iteration 1F: 3 clusters Score -3047654 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -3048308.000000 Penalty: 3296.799805
	Iteration 2F: 3 clusters Score -3048308 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -3049150.750000 Penalty: 3296.799805
	Iteration 3F: 3 clusters Score -3049151 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -3050502.500000 Penalty: 3296.799805
	Iteration 4F: 3 clusters Score -3050502 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -3052272.000000 Penalty: 3296.799805
	Iteration 5F: 3 clusters Score -3052272 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -3054227.000000 Penalty: 3296.799805
	Iteration 6F: 3 clusters Score -3054227 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -3055603.000000 Penalty: 3296.799805
	Iteration 7F: 3 clusters Score -3055603 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -3056339.250000 Penalty: 3296.799805
	Iteration 8Q: 3 clusters Score -3056339 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -3056589.250000 Penalty: 3296.799805
	Iteration 9Q: 3 clusters Score -3056589 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -3056689.000000 Penalty: 3296.799805
	Iteration 10Q: 3 clusters Score -3056689 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -3056725.000000 Penalty: 3296.799805
	Iteration 11Q: 3 clusters Score -3056725 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
Score: -3056750.250000 Penalty: 3296.799805
	Iteration 12Q: 3 clusters Score -3056750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -3056768.500000 Penalty: 3296.799805
	Iteration 13Q: 3 clusters Score -3056768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -3056784.000000 Penalty: 3296.799805
	Iteration 14Q: 3 clusters Score -3056784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 25282 members 
Entering Unmasked Estep 
Score: -3056780.250000 Penalty: 3296.799805
	Iteration 15Q: 3 clusters Score -3056780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -3056788.000000 Penalty: 3296.799805
	Iteration 16Q: 3 clusters Score -3056788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -3056788.000000 Penalty: 3296.799805
	Iteration 17F: 3 clusters Score -3056788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -47824.261719 Penalty: 1007.912048
	Iteration 0F: 2 clusters Score -47824.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -46791.511719 Penalty: 2015.824097
	Iteration 0F: 3 clusters Score -46791.51 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -46954.066406 Penalty: 2015.824097
	Iteration 1F: 3 clusters Score -46954.07 nChanged 24
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: -47021.980469 Penalty: 2015.824097
	Iteration 2Q: 3 clusters Score -47021.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -47068.843750 Penalty: 2015.824097
	Iteration 3Q: 3 clusters Score -47068.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -47118.996094 Penalty: 2015.824097
	Iteration 4Q: 3 clusters Score -47119 nChanged 22
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: -47186.402344 Penalty: 2015.824097
	Iteration 5Q: 3 clusters Score -47186.4 nChanged 15
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: -47237.429688 Penalty: 2015.824097
	Iteration 6Q: 3 clusters Score -47237.43 nChanged 18
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: -47293.515625 Penalty: 2015.824097
	Iteration 7Q: 3 clusters Score -47293.52 nChanged 11
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: -47338.175781 Penalty: 2015.824097
	Iteration 8Q: 3 clusters Score -47338.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -47425.105469 Penalty: 2015.824097
	Iteration 9Q: 3 clusters Score -47425.11 nChanged 14
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: -47490.750000 Penalty: 2015.824097
	Iteration 10Q: 3 clusters Score -47490.75 nChanged 19
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: -47588.410156 Penalty: 2015.824097
	Iteration 11Q: 3 clusters Score -47588.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -47733.945312 Penalty: 2015.824097
	Iteration 12F: 3 clusters Score -47733.95 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -47907.441406 Penalty: 2015.824097
	Iteration 13F: 3 clusters Score -47907.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -47953.152344 Penalty: 2015.824097
	Iteration 14Q: 3 clusters Score -47953.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -47973.253906 Penalty: 2015.824097
	Iteration 15Q: 3 clusters Score -47973.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -47980.636719 Penalty: 2015.824097
	Iteration 16Q: 3 clusters Score -47980.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -47980.636719 Penalty: 2015.824097
	Iteration 17F: 3 clusters Score -47980.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 197067 members 
Mstep: Class 3 contains 84396 members 
Mstep: Class 4 contains 12217 members 
Mstep: Class 5 contains 19242 members 
Mstep: Class 6 contains 39010 members 
Mstep: Class 7 contains 92292 members 
Mstep: Class 8 contains 16755 members 
Mstep: Class 9 contains 37546 members 
Mstep: Class 10 contains 9196 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8748 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 18837 members 
Mstep: Class 16 contains 69208 members 
Mstep: Class 17 contains 119248 members 
Mstep: Class 18 contains 106800 members 
Mstep: Class 19 contains 3460 members 
Mstep: Class 20 contains 71565 members 
Mstep: Class 21 contains 33675 members 
Mstep: Class 22 contains 27706 members 
Mstep: Class 23 contains 13189 members 
Mstep: Class 24 contains 3679 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 88824 members 
Mstep: Class 29 contains 6036 members 
Mstep: Class 30 contains 7882 members 
Mstep: Class 31 contains 74081 members 
Mstep: Class 32 contains 5414 members 
Mstep: Class 33 contains 6569 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1585 members 
Mstep: Class 37 contains 38975 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 25438 members 
Mstep: Class 40 contains 240 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 21064 members 
Mstep: Class 44 contains 108607 members 
Mstep: Class 45 contains 71437 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 48234 members 
Mstep: Class 49 contains 12978 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 5480 members 
Mstep: Class 53 contains 42554 members 
Mstep: Class 54 contains 112229 members 
Mstep: Class 55 contains 31818 members 
Mstep: Class 56 contains 254 members 
Entering Unmasked Estep 
Score: -194694320.000000 Penalty: 130671.539062
Splitting cluster 40 changes total score from -194695440.000000 to -194694320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -25772.669922 Penalty: 938.868469
	Iteration 0F: 2 clusters Score -25772.67 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 158 members 
Entering Unmasked Estep 
Score: -24923.050781 Penalty: 1877.736938
	Iteration 0F: 3 clusters Score -24923.05 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -25164.593750 Penalty: 1877.736938
	Iteration 1F: 3 clusters Score -25164.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -25200.017578 Penalty: 1877.736938
	Iteration 2Q: 3 clusters Score -25200.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -25207.013672 Penalty: 1877.736938
	Iteration 3Q: 3 clusters Score -25207.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -25211.462891 Penalty: 1877.736938
	Iteration 4Q: 3 clusters Score -25211.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -25211.462891 Penalty: 1877.736938
	Iteration 5F: 3 clusters Score -25211.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -48677.269531 Penalty: 1005.592896
	Iteration 0F: 2 clusters Score -48677.27 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 232 members 
Entering Unmasked Estep 
Score: -47644.425781 Penalty: 2011.185791
	Iteration 0F: 3 clusters Score -47644.43 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -47861.164062 Penalty: 2011.185791
	Iteration 1F: 3 clusters Score -47861.16 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -47969.402344 Penalty: 2011.185791
	Iteration 2F: 3 clusters Score -47969.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -48068.496094 Penalty: 2011.185791
	Iteration 3F: 3 clusters Score -48068.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -48150.949219 Penalty: 2011.185791
	Iteration 4F: 3 clusters Score -48150.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -48183.054688 Penalty: 2011.185791
	Iteration 5Q: 3 clusters Score -48183.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -48191.519531 Penalty: 2011.185791
	Iteration 6Q: 3 clusters Score -48191.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -48201.070312 Penalty: 2011.185791
	Iteration 7Q: 3 clusters Score -48201.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -48203.937500 Penalty: 2011.185791
	Iteration 8Q: 3 clusters Score -48203.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -48214.003906 Penalty: 2011.185791
	Iteration 9Q: 3 clusters Score -48214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -48221.175781 Penalty: 2011.185791
	Iteration 10Q: 3 clusters Score -48221.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -48224.832031 Penalty: 2011.185791
	Iteration 11Q: 3 clusters Score -48224.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -48229.816406 Penalty: 2011.185791
	Iteration 12Q: 3 clusters Score -48229.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -48236.519531 Penalty: 2011.185791
	Iteration 13Q: 3 clusters Score -48236.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -48237.554688 Penalty: 2011.185791
	Iteration 14Q: 3 clusters Score -48237.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -48237.554688 Penalty: 2011.185791
	Iteration 15F: 3 clusters Score -48237.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (21064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Entering Unmasked Estep 
Score: -2498059.250000 Penalty: 1617.739502
	Iteration 0F: 2 clusters Score -2498059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -2483760.750000 Penalty: 3235.479004
	Iteration 0F: 3 clusters Score -2483761 nChanged 9479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -2488798.500000 Penalty: 3235.479004
	Iteration 1F: 3 clusters Score -2488798 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -2489056.500000 Penalty: 3235.479004
	Iteration 2Q: 3 clusters Score -2489056 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -2489322.250000 Penalty: 3235.479004
	Iteration 3Q: 3 clusters Score -2489322 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -2489598.000000 Penalty: 3235.479004
	Iteration 4Q: 3 clusters Score -2489598 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -2489995.750000 Penalty: 3235.479004
	Iteration 5Q: 3 clusters Score -2489996 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -2490629.500000 Penalty: 3235.479004
	Iteration 6F: 3 clusters Score -2490630 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -2491694.250000 Penalty: 3235.479004
	Iteration 7F: 3 clusters Score -2491694 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -2493083.500000 Penalty: 3235.479004
	Iteration 8F: 3 clusters Score -2493084 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -2494581.250000 Penalty: 3235.479004
	Iteration 9F: 3 clusters Score -2494581 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -2495715.750000 Penalty: 3235.479004
	Iteration 10F: 3 clusters Score -2495716 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -2496241.250000 Penalty: 3235.479004
	Iteration 11Q: 3 clusters Score -2496241 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -2496432.750000 Penalty: 3235.479004
	Iteration 12Q: 3 clusters Score -2496433 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -2496515.250000 Penalty: 3235.479004
	Iteration 13Q: 3 clusters Score -2496515 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -2496568.750000 Penalty: 3235.479004
	Iteration 14Q: 3 clusters Score -2496569 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -2496611.500000 Penalty: 3235.479004
	Iteration 15Q: 3 clusters Score -2496612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -2496618.750000 Penalty: 3235.479004
	Iteration 16Q: 3 clusters Score -2496619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -2496632.750000 Penalty: 3235.479004
	Iteration 17Q: 3 clusters Score -2496633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -2496630.500000 Penalty: 3235.479004
	Iteration 18Q: 3 clusters Score -2496630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -2496633.500000 Penalty: 3235.479004
	Iteration 19Q: 3 clusters Score -2496634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -2496634.750000 Penalty: 3235.479004
	Iteration 20F: 3 clusters Score -2496635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (108607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108607 members 
Entering Unmasked Estep 
Score: -12904863.000000 Penalty: 1884.267334
	Iteration 0F: 2 clusters Score -1.290486e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54385 members 
Mstep: Class 2 contains 54222 members 
Entering Unmasked Estep 
Score: -12835828.000000 Penalty: 3768.534668
	Iteration 0F: 3 clusters Score -1.283583e+07 nChanged 51917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55890 members 
Mstep: Class 2 contains 52717 members 
Entering Unmasked Estep 
Score: -12866016.000000 Penalty: 3768.534668
	Iteration 1F: 3 clusters Score -1.286602e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56942 members 
Mstep: Class 2 contains 51665 members 
Entering Unmasked Estep 
Score: -12866704.000000 Penalty: 3768.534668
	Iteration 2Q: 3 clusters Score -1.28667e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58504 members 
Mstep: Class 2 contains 50103 members 
Entering Unmasked Estep 
Score: -12867390.000000 Penalty: 3768.534668
	Iteration 3Q: 3 clusters Score -1.286739e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60851 members 
Mstep: Class 2 contains 47756 members 
Entering Unmasked Estep 
Score: -12868622.000000 Penalty: 3768.534668
	Iteration 4Q: 3 clusters Score -1.286862e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64275 members 
Mstep: Class 2 contains 44332 members 
Entering Unmasked Estep 
Score: -12870668.000000 Penalty: 3768.534668
	Iteration 5Q: 3 clusters Score -1.287067e+07 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68854 members 
Mstep: Class 2 contains 39753 members 
Entering Unmasked Estep 
Score: -12874041.000000 Penalty: 3768.534668
	Iteration 6F: 3 clusters Score -1.287404e+07 nChanged 6570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74384 members 
Mstep: Class 2 contains 34223 members 
Entering Unmasked Estep 
Score: -12879009.000000 Penalty: 3768.534668
	Iteration 7F: 3 clusters Score -1.287901e+07 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80071 members 
Mstep: Class 2 contains 28536 members 
Entering Unmasked Estep 
Score: -12884626.000000 Penalty: 3768.534668
	Iteration 8F: 3 clusters Score -1.288463e+07 nChanged 6236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84921 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -12889520.000000 Penalty: 3768.534668
	Iteration 9F: 3 clusters Score -1.288952e+07 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88430 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -12892465.000000 Penalty: 3768.534668
	Iteration 10Q: 3 clusters Score -1.289246e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91114 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -12894095.000000 Penalty: 3768.534668
	Iteration 11Q: 3 clusters Score -1.28941e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93435 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -12895304.000000 Penalty: 3768.534668
	Iteration 12Q: 3 clusters Score -1.28953e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95545 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -12896446.000000 Penalty: 3768.534668
	Iteration 13Q: 3 clusters Score -1.289645e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97532 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -12897358.000000 Penalty: 3768.534668
	Iteration 14Q: 3 clusters Score -1.289736e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99303 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -12898203.000000 Penalty: 3768.534668
	Iteration 15Q: 3 clusters Score -1.28982e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100861 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -12898866.000000 Penalty: 3768.534668
	Iteration 16Q: 3 clusters Score -1.289887e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102266 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -12899643.000000 Penalty: 3768.534668
	Iteration 17Q: 3 clusters Score -1.289964e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103477 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -12900288.000000 Penalty: 3768.534668
	Iteration 18Q: 3 clusters Score -1.290029e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104514 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -12900866.000000 Penalty: 3768.534668
	Iteration 19Q: 3 clusters Score -1.290087e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105349 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -12901421.000000 Penalty: 3768.534668
	Iteration 20F: 3 clusters Score -1.290142e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106073 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -12901857.000000 Penalty: 3768.534668
	Iteration 21Q: 3 clusters Score -1.290186e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106620 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -12902191.000000 Penalty: 3768.534668
	Iteration 22Q: 3 clusters Score -1.290219e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107038 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -12902470.000000 Penalty: 3768.534668
	Iteration 23Q: 3 clusters Score -1.290247e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107342 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -12902693.000000 Penalty: 3768.534668
	Iteration 24Q: 3 clusters Score -1.290269e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107555 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -12902787.000000 Penalty: 3768.534668
	Iteration 25Q: 3 clusters Score -1.290279e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107709 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -12902889.000000 Penalty: 3768.534668
	Iteration 26Q: 3 clusters Score -1.290289e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107815 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -12902948.000000 Penalty: 3768.534668
	Iteration 27Q: 3 clusters Score -1.290295e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107897 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -12903030.000000 Penalty: 3768.534668
	Iteration 28Q: 3 clusters Score -1.290303e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107949 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -12903048.000000 Penalty: 3768.534668
	Iteration 29Q: 3 clusters Score -1.290305e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107985 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -12903050.000000 Penalty: 3768.534668
	Iteration 30Q: 3 clusters Score -1.290305e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108007 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -12903069.000000 Penalty: 3768.534668
	Iteration 31Q: 3 clusters Score -1.290307e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108025 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -12903090.000000 Penalty: 3768.534668
	Iteration 32Q: 3 clusters Score -1.290309e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108041 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -12903106.000000 Penalty: 3768.534668
	Iteration 33Q: 3 clusters Score -1.290311e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108051 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -12903122.000000 Penalty: 3768.534668
	Iteration 34Q: 3 clusters Score -1.290312e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108064 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -12903122.000000 Penalty: 3768.534668
	Iteration 35Q: 3 clusters Score -1.290312e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108070 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -12903135.000000 Penalty: 3768.534668
	Iteration 36Q: 3 clusters Score -1.290314e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108072 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -12903141.000000 Penalty: 3768.534668
	Iteration 37Q: 3 clusters Score -1.290314e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108079 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -12903153.000000 Penalty: 3768.534668
	Iteration 38Q: 3 clusters Score -1.290315e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108092 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -12903166.000000 Penalty: 3768.534668
	Iteration 39Q: 3 clusters Score -1.290317e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108102 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -12903175.000000 Penalty: 3768.534668
	Iteration 40F: 3 clusters Score -1.290318e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108115 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -12903199.000000 Penalty: 3768.534668
	Iteration 41Q: 3 clusters Score -1.29032e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108121 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -12903208.000000 Penalty: 3768.534668
	Iteration 42Q: 3 clusters Score -1.290321e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108126 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -12903211.000000 Penalty: 3768.534668
	Iteration 43Q: 3 clusters Score -1.290321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108128 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -12903221.000000 Penalty: 3768.534668
	Iteration 44Q: 3 clusters Score -1.290322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108129 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -12903228.000000 Penalty: 3768.534668
	Iteration 45Q: 3 clusters Score -1.290323e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108129 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -12903228.000000 Penalty: 3768.534668
	Iteration 46F: 3 clusters Score -1.290323e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (71437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71437 members 
Entering Unmasked Estep 
Score: -8462316.000000 Penalty: 1816.192749
	Iteration 0F: 2 clusters Score -8462316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35734 members 
Mstep: Class 2 contains 35703 members 
Entering Unmasked Estep 
Score: -8414978.000000 Penalty: 3632.385498
	Iteration 0F: 3 clusters Score -8414978 nChanged 33784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35350 members 
Mstep: Class 2 contains 36087 members 
Entering Unmasked Estep 
Score: -8434247.000000 Penalty: 3632.385498
	Iteration 1F: 3 clusters Score -8434247 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35161 members 
Mstep: Class 2 contains 36276 members 
Entering Unmasked Estep 
Score: -8434617.000000 Penalty: 3632.385498
	Iteration 2Q: 3 clusters Score -8434617 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34796 members 
Mstep: Class 2 contains 36641 members 
Entering Unmasked Estep 
Score: -8435177.000000 Penalty: 3632.385498
	Iteration 3Q: 3 clusters Score -8435177 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34232 members 
Mstep: Class 2 contains 37205 members 
Entering Unmasked Estep 
Score: -8435837.000000 Penalty: 3632.385498
	Iteration 4Q: 3 clusters Score -8435837 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 38028 members 
Entering Unmasked Estep 
Score: -8436738.000000 Penalty: 3632.385498
	Iteration 5Q: 3 clusters Score -8436738 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32309 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -8438239.000000 Penalty: 3632.385498
	Iteration 6Q: 3 clusters Score -8438239 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30827 members 
Mstep: Class 2 contains 40610 members 
Entering Unmasked Estep 
Score: -8441301.000000 Penalty: 3632.385498
	Iteration 7F: 3 clusters Score -8441301 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 42204 members 
Entering Unmasked Estep 
Score: -8446621.000000 Penalty: 3632.385498
	Iteration 8F: 3 clusters Score -8446621 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28200 members 
Mstep: Class 2 contains 43237 members 
Entering Unmasked Estep 
Score: -8452720.000000 Penalty: 3632.385498
	Iteration 9F: 3 clusters Score -8452720 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 43642 members 
Entering Unmasked Estep 
Score: -8456164.000000 Penalty: 3632.385498
	Iteration 10F: 3 clusters Score -8456164 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 43816 members 
Entering Unmasked Estep 
Score: -8457779.000000 Penalty: 3632.385498
	Iteration 11Q: 3 clusters Score -8457779 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 43974 members 
Entering Unmasked Estep 
Score: -8458739.000000 Penalty: 3632.385498
	Iteration 12Q: 3 clusters Score -8458739 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 44045 members 
Entering Unmasked Estep 
Score: -8459312.000000 Penalty: 3632.385498
	Iteration 13Q: 3 clusters Score -8459312 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 44069 members 
Entering Unmasked Estep 
Score: -8459635.000000 Penalty: 3632.385498
	Iteration 14Q: 3 clusters Score -8459635 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 44058 members 
Entering Unmasked Estep 
Score: -8459786.000000 Penalty: 3632.385498
	Iteration 15Q: 3 clusters Score -8459786 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 44063 members 
Entering Unmasked Estep 
Score: -8459851.000000 Penalty: 3632.385498
	Iteration 16Q: 3 clusters Score -8459851 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 44069 members 
Entering Unmasked Estep 
Score: -8459861.000000 Penalty: 3632.385498
	Iteration 17Q: 3 clusters Score -8459861 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 44059 members 
Entering Unmasked Estep 
Score: -8459891.000000 Penalty: 3632.385498
	Iteration 18Q: 3 clusters Score -8459891 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 44042 members 
Entering Unmasked Estep 
Score: -8459886.000000 Penalty: 3632.385498
	Iteration 19Q: 3 clusters Score -8459886 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 44043 members 
Entering Unmasked Estep 
Score: -8459903.000000 Penalty: 3632.385498
	Iteration 20F: 3 clusters Score -8459903 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 44050 members 
Entering Unmasked Estep 
Score: -8459906.000000 Penalty: 3632.385498
	Iteration 21Q: 3 clusters Score -8459906 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 44053 members 
Entering Unmasked Estep 
Score: -8459905.000000 Penalty: 3632.385498
	Iteration 22Q: 3 clusters Score -8459905 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 44056 members 
Entering Unmasked Estep 
Score: -8459908.000000 Penalty: 3632.385498
	Iteration 23Q: 3 clusters Score -8459908 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 44067 members 
Entering Unmasked Estep 
Score: -8459909.000000 Penalty: 3632.385498
	Iteration 24Q: 3 clusters Score -8459909 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 44066 members 
Entering Unmasked Estep 
Score: -8459901.000000 Penalty: 3632.385498
	Iteration 25Q: 3 clusters Score -8459901 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 44064 members 
Entering Unmasked Estep 
Score: -8459904.000000 Penalty: 3632.385498
	Iteration 26Q: 3 clusters Score -8459904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 44071 members 
Entering Unmasked Estep 
Score: -8459918.000000 Penalty: 3632.385498
	Iteration 27Q: 3 clusters Score -8459918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 44072 members 
Entering Unmasked Estep 
Score: -8459900.000000 Penalty: 3632.385498
	Iteration 28Q: 3 clusters Score -8459900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 44077 members 
Entering Unmasked Estep 
Score: -8459905.000000 Penalty: 3632.385498
	Iteration 29Q: 3 clusters Score -8459905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 44078 members 
Entering Unmasked Estep 
Score: -8459905.000000 Penalty: 3632.385498
	Iteration 30Q: 3 clusters Score -8459905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 44082 members 
Entering Unmasked Estep 
Score: -8459897.000000 Penalty: 3632.385498
	Iteration 31Q: 3 clusters Score -8459897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 44084 members 
Entering Unmasked Estep 
Score: -8459902.000000 Penalty: 3632.385498
	Iteration 32Q: 3 clusters Score -8459902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27352 members 
Mstep: Class 2 contains 44085 members 
Entering Unmasked Estep 
Score: -8459903.000000 Penalty: 3632.385498
	Iteration 33Q: 3 clusters Score -8459903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 44086 members 
Entering Unmasked Estep 
Score: -8459896.000000 Penalty: 3632.385498
	Iteration 34Q: 3 clusters Score -8459896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 44089 members 
Entering Unmasked Estep 
Score: -8459902.000000 Penalty: 3632.385498
	Iteration 35Q: 3 clusters Score -8459902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 44090 members 
Entering Unmasked Estep 
Score: -8459905.000000 Penalty: 3632.385498
	Iteration 36Q: 3 clusters Score -8459905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 44093 members 
Entering Unmasked Estep 
Score: -8459902.000000 Penalty: 3632.385498
	Iteration 37Q: 3 clusters Score -8459902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27341 members 
Mstep: Class 2 contains 44096 members 
Entering Unmasked Estep 
Score: -8459901.000000 Penalty: 3632.385498
	Iteration 38Q: 3 clusters Score -8459901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 44098 members 
Entering Unmasked Estep 
Score: -8459892.000000 Penalty: 3632.385498
	Iteration 39Q: 3 clusters Score -8459892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 44103 members 
Entering Unmasked Estep 
Score: -8459888.000000 Penalty: 3632.385498
	Iteration 40F: 3 clusters Score -8459888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 44116 members 
Entering Unmasked Estep 
Score: -8459888.000000 Penalty: 3632.385498
	Iteration 41Q: 3 clusters Score -8459888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 44118 members 
Entering Unmasked Estep 
Score: -8459890.000000 Penalty: 3632.385498
	Iteration 42Q: 3 clusters Score -8459890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 44122 members 
Entering Unmasked Estep 
Score: -8459888.000000 Penalty: 3632.385498
	Iteration 43Q: 3 clusters Score -8459888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 44124 members 
Entering Unmasked Estep 
Score: -8459882.000000 Penalty: 3632.385498
	Iteration 44Q: 3 clusters Score -8459882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 44126 members 
Entering Unmasked Estep 
Score: -8459898.000000 Penalty: 3632.385498
	Iteration 45Q: 3 clusters Score -8459898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 44132 members 
Entering Unmasked Estep 
Score: -8459890.000000 Penalty: 3632.385498
	Iteration 46Q: 3 clusters Score -8459890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 2 contains 44137 members 
Entering Unmasked Estep 
Score: -8459892.000000 Penalty: 3632.385498
	Iteration 47Q: 3 clusters Score -8459892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27294 members 
Mstep: Class 2 contains 44143 members 
Entering Unmasked Estep 
Score: -8459885.000000 Penalty: 3632.385498
	Iteration 48Q: 3 clusters Score -8459885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 44150 members 
Entering Unmasked Estep 
Score: -8459881.000000 Penalty: 3632.385498
	Iteration 49Q: 3 clusters Score -8459881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 44159 members 
Entering Unmasked Estep 
Score: -8459884.000000 Penalty: 3632.385498
	Iteration 50Q: 3 clusters Score -8459884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 44169 members 
Entering Unmasked Estep 
Score: -8459887.000000 Penalty: 3632.385498
	Iteration 51Q: 3 clusters Score -8459887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 44170 members 
Entering Unmasked Estep 
Score: -8459881.000000 Penalty: 3632.385498
	Iteration 52Q: 3 clusters Score -8459881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 44172 members 
Entering Unmasked Estep 
Score: -8459885.000000 Penalty: 3632.385498
	Iteration 53Q: 3 clusters Score -8459885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 44172 members 
Entering Unmasked Estep 
Score: -8459885.000000 Penalty: 3632.385498
	Iteration 54F: 3 clusters Score -8459885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Entering Unmasked Estep 
Score: -33998.382812 Penalty: 995.261047
	Iteration 0F: 2 clusters Score -33998.38 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 221 members 
Entering Unmasked Estep 
Score: -33035.371094 Penalty: 1990.522095
	Iteration 0F: 3 clusters Score -33035.37 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -33286.523438 Penalty: 1990.522095
	Iteration 1F: 3 clusters Score -33286.52 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -33428.699219 Penalty: 1990.522095
	Iteration 2F: 3 clusters Score -33428.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -33511.128906 Penalty: 1990.522095
	Iteration 3F: 3 clusters Score -33511.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -33577.851562 Penalty: 1990.522095
	Iteration 4Q: 3 clusters Score -33577.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -33618.156250 Penalty: 1990.522095
	Iteration 5Q: 3 clusters Score -33618.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -33647.558594 Penalty: 1990.522095
	Iteration 6Q: 3 clusters Score -33647.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -33665.019531 Penalty: 1990.522095
	Iteration 7Q: 3 clusters Score -33665.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -33674.332031 Penalty: 1990.522095
	Iteration 8Q: 3 clusters Score -33674.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -33675.753906 Penalty: 1990.522095
	Iteration 9Q: 3 clusters Score -33675.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -33682.796875 Penalty: 1990.522095
	Iteration 10Q: 3 clusters Score -33682.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -33685.492188 Penalty: 1990.522095
	Iteration 11Q: 3 clusters Score -33685.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -33685.492188 Penalty: 1990.522095
	Iteration 12F: 3 clusters Score -33685.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -13075.022461 Penalty: 844.755737
	Iteration 0F: 2 clusters Score -13075.02 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 99 members 
Entering Unmasked Estep 
Score: -12548.397461 Penalty: 1689.511475
	Iteration 0F: 3 clusters Score -12548.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12670.888672 Penalty: 1689.511475
	Iteration 1F: 3 clusters Score -12670.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12722.901367 Penalty: 1689.511475
	Iteration 2Q: 3 clusters Score -12722.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -12728.905273 Penalty: 1689.511475
	Iteration 3Q: 3 clusters Score -12728.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12730.960938 Penalty: 1689.511475
	Iteration 4Q: 3 clusters Score -12730.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12739.500977 Penalty: 1689.511475
	Iteration 5Q: 3 clusters Score -12739.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -12739.500977 Penalty: 1689.511475
	Iteration 6F: 3 clusters Score -12739.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (48234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48234 members 
Entering Unmasked Estep 
Score: -5783088.500000 Penalty: 1752.370605
	Iteration 0F: 2 clusters Score -5783088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -5750830.500000 Penalty: 3504.741211
	Iteration 0F: 3 clusters Score -5750830 nChanged 22590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -5763484.500000 Penalty: 3504.741211
	Iteration 1F: 3 clusters Score -5763484 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -5763987.000000 Penalty: 3504.741211
	Iteration 2Q: 3 clusters Score -5763987 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -5764551.500000 Penalty: 3504.741211
	Iteration 3Q: 3 clusters Score -5764552 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -5765469.500000 Penalty: 3504.741211
	Iteration 4Q: 3 clusters Score -5765470 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29544 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -5766885.000000 Penalty: 3504.741211
	Iteration 5F: 3 clusters Score -5766885 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31747 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -5769008.500000 Penalty: 3504.741211
	Iteration 6F: 3 clusters Score -5769008 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34111 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -5771678.500000 Penalty: 3504.741211
	Iteration 7F: 3 clusters Score -5771678 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -5774204.500000 Penalty: 3504.741211
	Iteration 8F: 3 clusters Score -5774204 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37349 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -5776211.000000 Penalty: 3504.741211
	Iteration 9Q: 3 clusters Score -5776211 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38091 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -5777528.500000 Penalty: 3504.741211
	Iteration 10Q: 3 clusters Score -5777528 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38584 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -5778510.500000 Penalty: 3504.741211
	Iteration 11Q: 3 clusters Score -5778510 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38913 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -5779308.500000 Penalty: 3504.741211
	Iteration 12Q: 3 clusters Score -5779308 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39126 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -5779905.500000 Penalty: 3504.741211
	Iteration 13Q: 3 clusters Score -5779906 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39321 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -5780401.500000 Penalty: 3504.741211
	Iteration 14Q: 3 clusters Score -5780402 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39438 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -5780763.000000 Penalty: 3504.741211
	Iteration 15Q: 3 clusters Score -5780763 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39533 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -5781030.500000 Penalty: 3504.741211
	Iteration 16Q: 3 clusters Score -5781030 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39637 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -5781196.500000 Penalty: 3504.741211
	Iteration 17Q: 3 clusters Score -5781196 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39755 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -5781341.000000 Penalty: 3504.741211
	Iteration 18Q: 3 clusters Score -5781341 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39885 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -5781418.500000 Penalty: 3504.741211
	Iteration 19Q: 3 clusters Score -5781418 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40024 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -5781492.000000 Penalty: 3504.741211
	Iteration 20F: 3 clusters Score -5781492 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40153 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -5781526.000000 Penalty: 3504.741211
	Iteration 21Q: 3 clusters Score -5781526 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -5781570.000000 Penalty: 3504.741211
	Iteration 22Q: 3 clusters Score -5781570 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -5781582.500000 Penalty: 3504.741211
	Iteration 23Q: 3 clusters Score -5781582 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40562 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -5781615.500000 Penalty: 3504.741211
	Iteration 24Q: 3 clusters Score -5781616 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40687 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -5781650.000000 Penalty: 3504.741211
	Iteration 25Q: 3 clusters Score -5781650 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40820 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -5781656.000000 Penalty: 3504.741211
	Iteration 26Q: 3 clusters Score -5781656 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40947 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -5781654.500000 Penalty: 3504.741211
	Iteration 27Q: 3 clusters Score -5781654 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41082 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -5781667.000000 Penalty: 3504.741211
	Iteration 28Q: 3 clusters Score -5781667 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -5781677.500000 Penalty: 3504.741211
	Iteration 29Q: 3 clusters Score -5781678 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41316 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -5781682.000000 Penalty: 3504.741211
	Iteration 30Q: 3 clusters Score -5781682 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41424 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -5781692.500000 Penalty: 3504.741211
	Iteration 31Q: 3 clusters Score -5781692 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41522 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -5781704.000000 Penalty: 3504.741211
	Iteration 32Q: 3 clusters Score -5781704 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41615 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -5781722.000000 Penalty: 3504.741211
	Iteration 33Q: 3 clusters Score -5781722 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41706 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -5781730.500000 Penalty: 3504.741211
	Iteration 34Q: 3 clusters Score -5781730 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41790 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -5781736.000000 Penalty: 3504.741211
	Iteration 35Q: 3 clusters Score -5781736 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -5781754.500000 Penalty: 3504.741211
	Iteration 36Q: 3 clusters Score -5781754 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41971 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -5781754.500000 Penalty: 3504.741211
	Iteration 37Q: 3 clusters Score -5781754 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42070 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -5781775.500000 Penalty: 3504.741211
	Iteration 38Q: 3 clusters Score -5781776 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42166 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -5781777.500000 Penalty: 3504.741211
	Iteration 39Q: 3 clusters Score -5781778 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42256 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -5781786.000000 Penalty: 3504.741211
	Iteration 40F: 3 clusters Score -5781786 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42338 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -5781809.500000 Penalty: 3504.741211
	Iteration 41Q: 3 clusters Score -5781810 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42406 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -5781800.000000 Penalty: 3504.741211
	Iteration 42Q: 3 clusters Score -5781800 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42480 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -5781820.500000 Penalty: 3504.741211
	Iteration 43Q: 3 clusters Score -5781820 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42555 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -5781825.500000 Penalty: 3504.741211
	Iteration 44Q: 3 clusters Score -5781826 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42623 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -5781838.000000 Penalty: 3504.741211
	Iteration 45Q: 3 clusters Score -5781838 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42686 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -5781843.500000 Penalty: 3504.741211
	Iteration 46Q: 3 clusters Score -5781844 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42750 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -5781848.500000 Penalty: 3504.741211
	Iteration 47Q: 3 clusters Score -5781848 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42815 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -5781866.000000 Penalty: 3504.741211
	Iteration 48Q: 3 clusters Score -5781866 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42875 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -5781857.500000 Penalty: 3504.741211
	Iteration 49Q: 3 clusters Score -5781858 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42937 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -5781867.500000 Penalty: 3504.741211
	Iteration 50Q: 3 clusters Score -5781868 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43002 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -5781863.500000 Penalty: 3504.741211
	Iteration 51Q: 3 clusters Score -5781864 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43059 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -5781869.500000 Penalty: 3504.741211
	Iteration 52Q: 3 clusters Score -5781870 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -5781878.500000 Penalty: 3504.741211
	Iteration 53Q: 3 clusters Score -5781878 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43158 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -5781876.000000 Penalty: 3504.741211
	Iteration 54Q: 3 clusters Score -5781876 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43228 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -5781896.000000 Penalty: 3504.741211
	Iteration 55Q: 3 clusters Score -5781896 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43301 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -5781892.500000 Penalty: 3504.741211
	Iteration 56Q: 3 clusters Score -5781892 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43368 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -5781889.500000 Penalty: 3504.741211
	Iteration 57Q: 3 clusters Score -5781890 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43435 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -5781893.500000 Penalty: 3504.741211
	Iteration 58Q: 3 clusters Score -5781894 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43505 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -5781916.000000 Penalty: 3504.741211
	Iteration 59Q: 3 clusters Score -5781916 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43564 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -5781914.000000 Penalty: 3504.741211
	Iteration 60F: 3 clusters Score -5781914 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43618 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -5781910.500000 Penalty: 3504.741211
	Iteration 61Q: 3 clusters Score -5781910 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43665 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -5781907.500000 Penalty: 3504.741211
	Iteration 62Q: 3 clusters Score -5781908 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43706 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -5781909.000000 Penalty: 3504.741211
	Iteration 63Q: 3 clusters Score -5781909 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43745 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -5781915.500000 Penalty: 3504.741211
	Iteration 64Q: 3 clusters Score -5781916 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43781 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -5781944.500000 Penalty: 3504.741211
	Iteration 65Q: 3 clusters Score -5781944 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43817 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -5781935.500000 Penalty: 3504.741211
	Iteration 66Q: 3 clusters Score -5781936 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43848 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -5781941.500000 Penalty: 3504.741211
	Iteration 67Q: 3 clusters Score -5781942 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43871 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -5781932.500000 Penalty: 3504.741211
	Iteration 68Q: 3 clusters Score -5781932 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43898 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -5781935.000000 Penalty: 3504.741211
	Iteration 69Q: 3 clusters Score -5781935 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43920 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -5781936.000000 Penalty: 3504.741211
	Iteration 70Q: 3 clusters Score -5781936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43939 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -5781955.000000 Penalty: 3504.741211
	Iteration 71Q: 3 clusters Score -5781955 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43955 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -5781950.500000 Penalty: 3504.741211
	Iteration 72Q: 3 clusters Score -5781950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43973 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -5781952.000000 Penalty: 3504.741211
	Iteration 73Q: 3 clusters Score -5781952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43988 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -5781946.000000 Penalty: 3504.741211
	Iteration 74Q: 3 clusters Score -5781946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44003 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -5781951.500000 Penalty: 3504.741211
	Iteration 75Q: 3 clusters Score -5781952 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44019 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -5781954.500000 Penalty: 3504.741211
	Iteration 76Q: 3 clusters Score -5781954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44038 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -5781956.500000 Penalty: 3504.741211
	Iteration 77Q: 3 clusters Score -5781956 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44058 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -5781954.000000 Penalty: 3504.741211
	Iteration 78Q: 3 clusters Score -5781954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44074 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -5781954.500000 Penalty: 3504.741211
	Iteration 79Q: 3 clusters Score -5781954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44089 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -5781948.000000 Penalty: 3504.741211
	Iteration 80F: 3 clusters Score -5781948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44100 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -5781944.500000 Penalty: 3504.741211
	Iteration 81Q: 3 clusters Score -5781944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44111 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -5781945.000000 Penalty: 3504.741211
	Iteration 82Q: 3 clusters Score -5781945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44123 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -5781946.500000 Penalty: 3504.741211
	Iteration 83Q: 3 clusters Score -5781946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44135 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -5781940.000000 Penalty: 3504.741211
	Iteration 84Q: 3 clusters Score -5781940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44138 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -5781950.500000 Penalty: 3504.741211
	Iteration 85Q: 3 clusters Score -5781950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44143 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -5781947.000000 Penalty: 3504.741211
	Iteration 86Q: 3 clusters Score -5781947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44151 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -5781943.500000 Penalty: 3504.741211
	Iteration 87Q: 3 clusters Score -5781944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44161 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -5781941.500000 Penalty: 3504.741211
	Iteration 88Q: 3 clusters Score -5781942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44174 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -5781937.000000 Penalty: 3504.741211
	Iteration 89Q: 3 clusters Score -5781937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44180 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -5781934.000000 Penalty: 3504.741211
	Iteration 90Q: 3 clusters Score -5781934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44186 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -5781947.000000 Penalty: 3504.741211
	Iteration 91Q: 3 clusters Score -5781947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44190 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -5781949.500000 Penalty: 3504.741211
	Iteration 92Q: 3 clusters Score -5781950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44191 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -5781952.000000 Penalty: 3504.741211
	Iteration 93Q: 3 clusters Score -5781952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44192 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -5781954.500000 Penalty: 3504.741211
	Iteration 94Q: 3 clusters Score -5781954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44193 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -5781949.000000 Penalty: 3504.741211
	Iteration 95Q: 3 clusters Score -5781949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44195 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -5781948.000000 Penalty: 3504.741211
	Iteration 96Q: 3 clusters Score -5781948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44195 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -5781948.000000 Penalty: 3504.741211
	Iteration 97F: 3 clusters Score -5781948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (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: -1460324.250000 Penalty: 1539.039307
	Iteration 0F: 2 clusters Score -1460324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1451218.250000 Penalty: 3078.078613
	Iteration 0F: 3 clusters Score -1451218 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1454308.875000 Penalty: 3078.078613
	Iteration 1F: 3 clusters Score -1454309 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1454649.375000 Penalty: 3078.078613
	Iteration 2F: 3 clusters Score -1454649 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1455037.500000 Penalty: 3078.078613
	Iteration 3F: 3 clusters Score -1455038 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1455577.375000 Penalty: 3078.078613
	Iteration 4F: 3 clusters Score -1455577 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1456145.250000 Penalty: 3078.078613
	Iteration 5F: 3 clusters Score -1456145 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1456720.250000 Penalty: 3078.078613
	Iteration 6F: 3 clusters Score -1456720 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1457219.125000 Penalty: 3078.078613
	Iteration 7F: 3 clusters Score -1457219 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1457645.250000 Penalty: 3078.078613
	Iteration 8F: 3 clusters Score -1457645 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1457964.250000 Penalty: 3078.078613
	Iteration 9Q: 3 clusters Score -1457964 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1458208.125000 Penalty: 3078.078613
	Iteration 10Q: 3 clusters Score -1458208 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1458415.000000 Penalty: 3078.078613
	Iteration 11Q: 3 clusters Score -1458415 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1458622.125000 Penalty: 3078.078613
	Iteration 12Q: 3 clusters Score -1458622 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1458858.875000 Penalty: 3078.078613
	Iteration 13Q: 3 clusters Score -1458859 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1459066.750000 Penalty: 3078.078613
	Iteration 14Q: 3 clusters Score -1459067 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1459143.000000 Penalty: 3078.078613
	Iteration 15Q: 3 clusters Score -1459143 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1459205.875000 Penalty: 3078.078613
	Iteration 16Q: 3 clusters Score -1459206 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1459248.125000 Penalty: 3078.078613
	Iteration 17Q: 3 clusters Score -1459248 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1459277.375000 Penalty: 3078.078613
	Iteration 18Q: 3 clusters Score -1459277 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1459309.750000 Penalty: 3078.078613
	Iteration 19Q: 3 clusters Score -1459310 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1459325.125000 Penalty: 3078.078613
	Iteration 20F: 3 clusters Score -1459325 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1459344.875000 Penalty: 3078.078613
	Iteration 21Q: 3 clusters Score -1459345 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1459370.750000 Penalty: 3078.078613
	Iteration 22Q: 3 clusters Score -1459371 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1459393.625000 Penalty: 3078.078613
	Iteration 23Q: 3 clusters Score -1459394 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1459403.625000 Penalty: 3078.078613
	Iteration 24Q: 3 clusters Score -1459404 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1459412.875000 Penalty: 3078.078613
	Iteration 25Q: 3 clusters Score -1459413 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1459419.500000 Penalty: 3078.078613
	Iteration 26Q: 3 clusters Score -1459420 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1459426.875000 Penalty: 3078.078613
	Iteration 27Q: 3 clusters Score -1459427 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1459429.750000 Penalty: 3078.078613
	Iteration 28Q: 3 clusters Score -1459430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1459432.375000 Penalty: 3078.078613
	Iteration 29Q: 3 clusters Score -1459432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1459434.375000 Penalty: 3078.078613
	Iteration 30Q: 3 clusters Score -1459434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1459432.125000 Penalty: 3078.078613
	Iteration 31Q: 3 clusters Score -1459432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1459435.875000 Penalty: 3078.078613
	Iteration 32Q: 3 clusters Score -1459436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1459434.125000 Penalty: 3078.078613
	Iteration 33Q: 3 clusters Score -1459434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1459435.000000 Penalty: 3078.078613
	Iteration 34Q: 3 clusters Score -1459435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1459436.750000 Penalty: 3078.078613
	Iteration 35Q: 3 clusters Score -1459437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1459436.625000 Penalty: 3078.078613
	Iteration 36Q: 3 clusters Score -1459437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1459437.000000 Penalty: 3078.078613
	Iteration 37Q: 3 clusters Score -1459437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1459438.500000 Penalty: 3078.078613
	Iteration 38Q: 3 clusters Score -1459438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1459438.500000 Penalty: 3078.078613
	Iteration 39F: 3 clusters Score -1459438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (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: -47101.175781 Penalty: 1024.175537
	Iteration 0F: 2 clusters Score -47101.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -46069.179688 Penalty: 2048.351074
	Iteration 0F: 3 clusters Score -46069.18 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -46386.859375 Penalty: 2048.351074
	Iteration 1F: 3 clusters Score -46386.86 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -46528.855469 Penalty: 2048.351074
	Iteration 2F: 3 clusters Score -46528.86 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -46589.656250 Penalty: 2048.351074
	Iteration 3F: 3 clusters Score -46589.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -46640.054688 Penalty: 2048.351074
	Iteration 4Q: 3 clusters Score -46640.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -46666.425781 Penalty: 2048.351074
	Iteration 5Q: 3 clusters Score -46666.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -46681.199219 Penalty: 2048.351074
	Iteration 6Q: 3 clusters Score -46681.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -46722.648438 Penalty: 2048.351074
	Iteration 7Q: 3 clusters Score -46722.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -46748.042969 Penalty: 2048.351074
	Iteration 8Q: 3 clusters Score -46748.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -46755.113281 Penalty: 2048.351074
	Iteration 9Q: 3 clusters Score -46755.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -46762.335938 Penalty: 2048.351074
	Iteration 10Q: 3 clusters Score -46762.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -46771.570312 Penalty: 2048.351074
	Iteration 11Q: 3 clusters Score -46771.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -46773.027344 Penalty: 2048.351074
	Iteration 12Q: 3 clusters Score -46773.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -46776.406250 Penalty: 2048.351074
	Iteration 13Q: 3 clusters Score -46776.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -46786.425781 Penalty: 2048.351074
	Iteration 14Q: 3 clusters Score -46786.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -46796.496094 Penalty: 2048.351074
	Iteration 15Q: 3 clusters Score -46796.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -46797.304688 Penalty: 2048.351074
	Iteration 16Q: 3 clusters Score -46797.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -46798.609375 Penalty: 2048.351074
	Iteration 17F: 3 clusters Score -46798.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -46809.429688 Penalty: 2048.351074
	Iteration 18Q: 3 clusters Score -46809.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -46813.515625 Penalty: 2048.351074
	Iteration 19Q: 3 clusters Score -46813.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -46816.574219 Penalty: 2048.351074
	Iteration 20F: 3 clusters Score -46816.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -46816.796875 Penalty: 2048.351074
	Iteration 21Q: 3 clusters Score -46816.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -46816.796875 Penalty: 2048.351074
	Iteration 22F: 3 clusters Score -46816.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Entering Unmasked Estep 
Score: -106559.210938 Penalty: 1122.347656
	Iteration 0F: 2 clusters Score -106559.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -105159.906250 Penalty: 2244.695312
	Iteration 0F: 3 clusters Score -105159.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -105476.687500 Penalty: 2244.695312
	Iteration 1F: 3 clusters Score -105476.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -105568.820312 Penalty: 2244.695312
	Iteration 2F: 3 clusters Score -105568.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -105623.578125 Penalty: 2244.695312
	Iteration 3Q: 3 clusters Score -105623.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -105659.140625 Penalty: 2244.695312
	Iteration 4Q: 3 clusters Score -105659.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -105678.101562 Penalty: 2244.695312
	Iteration 5Q: 3 clusters Score -105678.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -105690.289062 Penalty: 2244.695312
	Iteration 6Q: 3 clusters Score -105690.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -105703.632812 Penalty: 2244.695312
	Iteration 7Q: 3 clusters Score -105703.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -105718.328125 Penalty: 2244.695312
	Iteration 8Q: 3 clusters Score -105718.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -105729.648438 Penalty: 2244.695312
	Iteration 9Q: 3 clusters Score -105729.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -105745.789062 Penalty: 2244.695312
	Iteration 10Q: 3 clusters Score -105745.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -105756.554688 Penalty: 2244.695312
	Iteration 11Q: 3 clusters Score -105756.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -105767.257812 Penalty: 2244.695312
	Iteration 12Q: 3 clusters Score -105767.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -105776.343750 Penalty: 2244.695312
	Iteration 13Q: 3 clusters Score -105776.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -105785.867188 Penalty: 2244.695312
	Iteration 14Q: 3 clusters Score -105785.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -105790.210938 Penalty: 2244.695312
	Iteration 15Q: 3 clusters Score -105790.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -105794.335938 Penalty: 2244.695312
	Iteration 16Q: 3 clusters Score -105794.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -105800.781250 Penalty: 2244.695312
	Iteration 17Q: 3 clusters Score -105800.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -105804.710938 Penalty: 2244.695312
	Iteration 18Q: 3 clusters Score -105804.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -105807.304688 Penalty: 2244.695312
	Iteration 19Q: 3 clusters Score -105807.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -105811.453125 Penalty: 2244.695312
	Iteration 20F: 3 clusters Score -105811.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -105811.820312 Penalty: 2244.695312
	Iteration 21Q: 3 clusters Score -105811.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -105811.820312 Penalty: 2244.695312
	Iteration 22F: 3 clusters Score -105811.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (5480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Entering Unmasked Estep 
Score: -646166.625000 Penalty: 1398.939697
	Iteration 0F: 2 clusters Score -646166.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -641870.687500 Penalty: 2797.879395
	Iteration 0F: 3 clusters Score -641870.7 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -643114.187500 Penalty: 2797.879395
	Iteration 1F: 3 clusters Score -643114.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -643411.875000 Penalty: 2797.879395
	Iteration 2F: 3 clusters Score -643411.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -643672.375000 Penalty: 2797.879395
	Iteration 3F: 3 clusters Score -643672.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -643934.562500 Penalty: 2797.879395
	Iteration 4F: 3 clusters Score -643934.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -644190.375000 Penalty: 2797.879395
	Iteration 5F: 3 clusters Score -644190.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -644467.250000 Penalty: 2797.879395
	Iteration 6F: 3 clusters Score -644467.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -644734.687500 Penalty: 2797.879395
	Iteration 7F: 3 clusters Score -644734.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -644978.562500 Penalty: 2797.879395
	Iteration 8Q: 3 clusters Score -644978.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -645152.750000 Penalty: 2797.879395
	Iteration 9Q: 3 clusters Score -645152.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -645238.250000 Penalty: 2797.879395
	Iteration 10Q: 3 clusters Score -645238.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -645289.187500 Penalty: 2797.879395
	Iteration 11Q: 3 clusters Score -645289.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -645322.125000 Penalty: 2797.879395
	Iteration 12Q: 3 clusters Score -645322.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -645340.812500 Penalty: 2797.879395
	Iteration 13Q: 3 clusters Score -645340.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -645353.375000 Penalty: 2797.879395
	Iteration 14Q: 3 clusters Score -645353.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -645357.625000 Penalty: 2797.879395
	Iteration 15Q: 3 clusters Score -645357.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -645361.375000 Penalty: 2797.879395
	Iteration 16Q: 3 clusters Score -645361.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -645364.812500 Penalty: 2797.879395
	Iteration 17Q: 3 clusters Score -645364.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -645365.437500 Penalty: 2797.879395
	Iteration 18Q: 3 clusters Score -645365.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -645367.875000 Penalty: 2797.879395
	Iteration 19Q: 3 clusters Score -645367.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -645366.812500 Penalty: 2797.879395
	Iteration 20F: 3 clusters Score -645366.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (42554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42554 members 
Entering Unmasked Estep 
Score: -5096310.500000 Penalty: 1732.010986
	Iteration 0F: 2 clusters Score -5096310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -5067736.000000 Penalty: 3464.021973
	Iteration 0F: 3 clusters Score -5067736 nChanged 19849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -5079041.500000 Penalty: 3464.021973
	Iteration 1F: 3 clusters Score -5079042 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -5079696.500000 Penalty: 3464.021973
	Iteration 2Q: 3 clusters Score -5079696 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -5080811.500000 Penalty: 3464.021973
	Iteration 3F: 3 clusters Score -5080812 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -5082640.500000 Penalty: 3464.021973
	Iteration 4F: 3 clusters Score -5082640 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33271 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -5085614.000000 Penalty: 3464.021973
	Iteration 5F: 3 clusters Score -5085614 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36995 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -5089172.000000 Penalty: 3464.021973
	Iteration 6F: 3 clusters Score -5089172 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39961 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -5092241.000000 Penalty: 3464.021973
	Iteration 7F: 3 clusters Score -5092241 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41562 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -5093784.000000 Penalty: 3464.021973
	Iteration 8Q: 3 clusters Score -5093784 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42170 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -5094387.000000 Penalty: 3464.021973
	Iteration 9Q: 3 clusters Score -5094387 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42343 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -5094621.000000 Penalty: 3464.021973
	Iteration 10Q: 3 clusters Score -5094621 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42387 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -5094699.000000 Penalty: 3464.021973
	Iteration 11Q: 3 clusters Score -5094699 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42401 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -5094724.000000 Penalty: 3464.021973
	Iteration 12Q: 3 clusters Score -5094724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42407 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -5094734.500000 Penalty: 3464.021973
	Iteration 13Q: 3 clusters Score -5094734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42409 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -5094743.500000 Penalty: 3464.021973
	Iteration 14Q: 3 clusters Score -5094744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42410 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -5094748.000000 Penalty: 3464.021973
	Iteration 15Q: 3 clusters Score -5094748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42412 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -5094754.000000 Penalty: 3464.021973
	Iteration 16Q: 3 clusters Score -5094754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42413 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -5094755.000000 Penalty: 3464.021973
	Iteration 17Q: 3 clusters Score -5094755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42412 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -5094761.000000 Penalty: 3464.021973
	Iteration 18Q: 3 clusters Score -5094761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42413 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -5094761.000000 Penalty: 3464.021973
	Iteration 19Q: 3 clusters Score -5094761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42413 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -5094761.000000 Penalty: 3464.021973
	Iteration 20F: 3 clusters Score -5094761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (112229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112229 members 
Entering Unmasked Estep 
Score: -13208803.000000 Penalty: 1889.598267
	Iteration 0F: 2 clusters Score -1.32088e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56269 members 
Mstep: Class 2 contains 55960 members 
Entering Unmasked Estep 
Score: -13136956.000000 Penalty: 3779.196533
	Iteration 0F: 3 clusters Score -1.313696e+07 nChanged 53721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58208 members 
Mstep: Class 2 contains 54021 members 
Entering Unmasked Estep 
Score: -13168076.000000 Penalty: 3779.196533
	Iteration 1F: 3 clusters Score -1.316808e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59673 members 
Mstep: Class 2 contains 52556 members 
Entering Unmasked Estep 
Score: -13168612.000000 Penalty: 3779.196533
	Iteration 2Q: 3 clusters Score -1.316861e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62026 members 
Mstep: Class 2 contains 50203 members 
Entering Unmasked Estep 
Score: -13169529.000000 Penalty: 3779.196533
	Iteration 3Q: 3 clusters Score -1.316953e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65508 members 
Mstep: Class 2 contains 46721 members 
Entering Unmasked Estep 
Score: -13171093.000000 Penalty: 3779.196533
	Iteration 4Q: 3 clusters Score -1.317109e+07 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70464 members 
Mstep: Class 2 contains 41765 members 
Entering Unmasked Estep 
Score: -13173655.000000 Penalty: 3779.196533
	Iteration 5Q: 3 clusters Score -1.317366e+07 nChanged 7027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77095 members 
Mstep: Class 2 contains 35134 members 
Entering Unmasked Estep 
Score: -13178096.000000 Penalty: 3779.196533
	Iteration 6F: 3 clusters Score -1.31781e+07 nChanged 8055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84922 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -13184858.000000 Penalty: 3779.196533
	Iteration 7F: 3 clusters Score -1.318486e+07 nChanged 8084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92838 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -13192244.000000 Penalty: 3779.196533
	Iteration 8F: 3 clusters Score -1.319224e+07 nChanged 6476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99148 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -13197480.000000 Penalty: 3779.196533
	Iteration 9F: 3 clusters Score -1.319748e+07 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103173 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -13200809.000000 Penalty: 3779.196533
	Iteration 10Q: 3 clusters Score -1.320081e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105589 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -13202578.000000 Penalty: 3779.196533
	Iteration 11Q: 3 clusters Score -1.320258e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107209 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -13203923.000000 Penalty: 3779.196533
	Iteration 12Q: 3 clusters Score -1.320392e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108308 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -13204674.000000 Penalty: 3779.196533
	Iteration 13Q: 3 clusters Score -1.320467e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109139 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -13205235.000000 Penalty: 3779.196533
	Iteration 14Q: 3 clusters Score -1.320524e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109759 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -13205592.000000 Penalty: 3779.196533
	Iteration 15Q: 3 clusters Score -1.320559e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110251 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -13205920.000000 Penalty: 3779.196533
	Iteration 16Q: 3 clusters Score -1.320592e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110637 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -13206191.000000 Penalty: 3779.196533
	Iteration 17Q: 3 clusters Score -1.320619e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110935 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -13206406.000000 Penalty: 3779.196533
	Iteration 18Q: 3 clusters Score -1.320641e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111147 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -13206513.000000 Penalty: 3779.196533
	Iteration 19Q: 3 clusters Score -1.320651e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111318 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -13206647.000000 Penalty: 3779.196533
	Iteration 20F: 3 clusters Score -1.320665e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111448 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -13206747.000000 Penalty: 3779.196533
	Iteration 21Q: 3 clusters Score -1.320675e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111539 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -13206815.000000 Penalty: 3779.196533
	Iteration 22Q: 3 clusters Score -1.320682e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111596 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -13206869.000000 Penalty: 3779.196533
	Iteration 23Q: 3 clusters Score -1.320687e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111654 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -13206954.000000 Penalty: 3779.196533
	Iteration 24Q: 3 clusters Score -1.320695e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111691 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -13206981.000000 Penalty: 3779.196533
	Iteration 25Q: 3 clusters Score -1.320698e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111718 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -13207014.000000 Penalty: 3779.196533
	Iteration 26Q: 3 clusters Score -1.320701e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111738 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -13207016.000000 Penalty: 3779.196533
	Iteration 27Q: 3 clusters Score -1.320702e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111759 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -13207035.000000 Penalty: 3779.196533
	Iteration 28Q: 3 clusters Score -1.320704e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111775 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -13207048.000000 Penalty: 3779.196533
	Iteration 29Q: 3 clusters Score -1.320705e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111781 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -13207060.000000 Penalty: 3779.196533
	Iteration 30Q: 3 clusters Score -1.320706e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111788 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -13207062.000000 Penalty: 3779.196533
	Iteration 31Q: 3 clusters Score -1.320706e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111798 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -13207080.000000 Penalty: 3779.196533
	Iteration 32Q: 3 clusters Score -1.320708e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111806 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -13207089.000000 Penalty: 3779.196533
	Iteration 33Q: 3 clusters Score -1.320709e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111814 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -13207103.000000 Penalty: 3779.196533
	Iteration 34Q: 3 clusters Score -1.32071e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111820 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -13207097.000000 Penalty: 3779.196533
	Iteration 35Q: 3 clusters Score -1.32071e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111824 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -13207107.000000 Penalty: 3779.196533
	Iteration 36Q: 3 clusters Score -1.320711e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111830 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -13207114.000000 Penalty: 3779.196533
	Iteration 37Q: 3 clusters Score -1.320711e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111831 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -13207130.000000 Penalty: 3779.196533
	Iteration 38Q: 3 clusters Score -1.320713e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111833 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -13207131.000000 Penalty: 3779.196533
	Iteration 39Q: 3 clusters Score -1.320713e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111833 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -13207123.000000 Penalty: 3779.196533
	Iteration 40F: 3 clusters Score -1.320712e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 197067 members 
Mstep: Class 3 contains 84396 members 
Mstep: Class 4 contains 12217 members 
Mstep: Class 5 contains 19242 members 
Mstep: Class 6 contains 39010 members 
Mstep: Class 7 contains 92292 members 
Mstep: Class 8 contains 16755 members 
Mstep: Class 9 contains 37546 members 
Mstep: Class 10 contains 9196 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8748 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 18837 members 
Mstep: Class 16 contains 69208 members 
Mstep: Class 17 contains 119248 members 
Mstep: Class 18 contains 106800 members 
Mstep: Class 19 contains 3460 members 
Mstep: Class 20 contains 71565 members 
Mstep: Class 21 contains 33675 members 
Mstep: Class 22 contains 27706 members 
Mstep: Class 23 contains 13189 members 
Mstep: Class 24 contains 3679 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 88824 members 
Mstep: Class 29 contains 6036 members 
Mstep: Class 30 contains 7882 members 
Mstep: Class 31 contains 74081 members 
Mstep: Class 32 contains 5414 members 
Mstep: Class 33 contains 6569 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1585 members 
Mstep: Class 37 contains 38975 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 25438 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 21064 members 
Mstep: Class 44 contains 108607 members 
Mstep: Class 45 contains 71437 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 48234 members 
Mstep: Class 49 contains 12978 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 5480 members 
Mstep: Class 53 contains 42554 members 
Mstep: Class 54 contains 112229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696768.000000 Penalty: 128338.117188
Iteration 199Q: 56 clusters Score -1.946968e+08 nChanged 6635
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 197048 members 
Mstep: Class 3 contains 84507 members 
Mstep: Class 4 contains 12256 members 
Mstep: Class 5 contains 19658 members 
Mstep: Class 6 contains 38958 members 
Mstep: Class 7 contains 92206 members 
Mstep: Class 8 contains 16717 members 
Mstep: Class 9 contains 37533 members 
Mstep: Class 10 contains 9191 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8754 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 18850 members 
Mstep: Class 16 contains 69185 members 
Mstep: Class 17 contains 119308 members 
Mstep: Class 18 contains 106827 members 
Mstep: Class 19 contains 3457 members 
Mstep: Class 20 contains 71395 members 
Mstep: Class 21 contains 33676 members 
Mstep: Class 22 contains 27567 members 
Mstep: Class 23 contains 13178 members 
Mstep: Class 24 contains 3680 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 88867 members 
Mstep: Class 29 contains 6039 members 
Mstep: Class 30 contains 7840 members 
Mstep: Class 31 contains 73686 members 
Mstep: Class 32 contains 5424 members 
Mstep: Class 33 contains 6601 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1576 members 
Mstep: Class 37 contains 39739 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 25185 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 21014 members 
Mstep: Class 44 contains 108486 members 
Mstep: Class 45 contains 70861 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 48949 members 
Mstep: Class 49 contains 12984 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 5466 members 
Mstep: Class 53 contains 42685 members 
Mstep: Class 54 contains 112446 members 
Mstep: Class 55 contains 31302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697152.000000 Penalty: 128338.117188
Iteration 200F: 56 clusters Score -1.946972e+08 nChanged 8061
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 197032 members 
Mstep: Class 3 contains 84474 members 
Mstep: Class 4 contains 12245 members 
Mstep: Class 5 contains 19160 members 
Mstep: Class 6 contains 38897 members 
Mstep: Class 7 contains 92027 members 
Mstep: Class 8 contains 16687 members 
Mstep: Class 9 contains 37519 members 
Mstep: Class 10 contains 9182 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8757 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 18866 members 
Mstep: Class 16 contains 69165 members 
Mstep: Class 17 contains 119190 members 
Mstep: Class 18 contains 106792 members 
Mstep: Class 19 contains 3457 members 
Mstep: Class 20 contains 71177 members 
Mstep: Class 21 contains 33679 members 
Mstep: Class 22 contains 27502 members 
Mstep: Class 23 contains 13166 members 
Mstep: Class 24 contains 3680 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 88886 members 
Mstep: Class 29 contains 6039 members 
Mstep: Class 30 contains 7780 members 
Mstep: Class 31 contains 73276 members 
Mstep: Class 32 contains 5430 members 
Mstep: Class 33 contains 6629 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1571 members 
Mstep: Class 37 contains 40469 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 25771 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 20973 members 
Mstep: Class 44 contains 108429 members 
Mstep: Class 45 contains 69953 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 49700 members 
Mstep: Class 49 contains 12994 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 5447 members 
Mstep: Class 53 contains 42817 members 
Mstep: Class 54 contains 112589 members 
Mstep: Class 55 contains 31756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697312.000000 Penalty: 128338.117188
Iteration 201Q: 56 clusters Score -1.946973e+08 nChanged 7789
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 197035 members 
Mstep: Class 3 contains 84435 members 
Mstep: Class 4 contains 12248 members 
Mstep: Class 5 contains 18627 members 
Mstep: Class 6 contains 38862 members 
Mstep: Class 7 contains 91837 members 
Mstep: Class 8 contains 16658 members 
Mstep: Class 9 contains 37512 members 
Mstep: Class 10 contains 9180 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8758 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 18878 members 
Mstep: Class 16 contains 69148 members 
Mstep: Class 17 contains 119135 members 
Mstep: Class 18 contains 106791 members 
Mstep: Class 19 contains 3456 members 
Mstep: Class 20 contains 70978 members 
Mstep: Class 21 contains 33676 members 
Mstep: Class 22 contains 27420 members 
Mstep: Class 23 contains 13140 members 
Mstep: Class 24 contains 3679 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 88821 members 
Mstep: Class 29 contains 6045 members 
Mstep: Class 30 contains 7723 members 
Mstep: Class 31 contains 72872 members 
Mstep: Class 32 contains 5438 members 
Mstep: Class 33 contains 6672 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1569 members 
Mstep: Class 37 contains 41217 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 26216 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 20943 members 
Mstep: Class 44 contains 108429 members 
Mstep: Class 45 contains 69193 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 50490 members 
Mstep: Class 49 contains 13003 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 5428 members 
Mstep: Class 53 contains 43062 members 
Mstep: Class 54 contains 112642 members 
Mstep: Class 55 contains 32011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696944.000000 Penalty: 128338.117188
Iteration 202Q: 56 clusters Score -1.946969e+08 nChanged 7692
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 197033 members 
Mstep: Class 3 contains 84410 members 
Mstep: Class 4 contains 12244 members 
Mstep: Class 5 contains 18199 members 
Mstep: Class 6 contains 38822 members 
Mstep: Class 7 contains 91685 members 
Mstep: Class 8 contains 16632 members 
Mstep: Class 9 contains 37501 members 
Mstep: Class 10 contains 9175 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8767 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 18882 members 
Mstep: Class 16 contains 69130 members 
Mstep: Class 17 contains 119125 members 
Mstep: Class 18 contains 106758 members 
Mstep: Class 19 contains 3455 members 
Mstep: Class 20 contains 70791 members 
Mstep: Class 21 contains 33674 members 
Mstep: Class 22 contains 27293 members 
Mstep: Class 23 contains 13104 members 
Mstep: Class 24 contains 3681 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 88752 members 
Mstep: Class 29 contains 6047 members 
Mstep: Class 30 contains 7657 members 
Mstep: Class 31 contains 72429 members 
Mstep: Class 32 contains 5447 members 
Mstep: Class 33 contains 6697 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1567 members 
Mstep: Class 37 contains 41922 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 26719 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 487 members 
Mstep: Class 43 contains 20906 members 
Mstep: Class 44 contains 108395 members 
Mstep: Class 45 contains 68444 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 51265 members 
Mstep: Class 49 contains 13011 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 5409 members 
Mstep: Class 53 contains 43284 members 
Mstep: Class 54 contains 112789 members 
Mstep: Class 55 contains 32220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696720.000000 Penalty: 128338.117188
Iteration 203Q: 56 clusters Score -1.946967e+08 nChanged 7437
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 197025 members 
Mstep: Class 3 contains 84383 members 
Mstep: Class 4 contains 12250 members 
Mstep: Class 5 contains 17761 members 
Mstep: Class 6 contains 38774 members 
Mstep: Class 7 contains 91546 members 
Mstep: Class 8 contains 16617 members 
Mstep: Class 9 contains 37492 members 
Mstep: Class 10 contains 9166 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8770 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 18885 members 
Mstep: Class 16 contains 69116 members 
Mstep: Class 17 contains 119113 members 
Mstep: Class 18 contains 106724 members 
Mstep: Class 19 contains 3455 members 
Mstep: Class 20 contains 70643 members 
Mstep: Class 21 contains 33673 members 
Mstep: Class 22 contains 27092 members 
Mstep: Class 23 contains 13056 members 
Mstep: Class 24 contains 3684 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 88656 members 
Mstep: Class 29 contains 6048 members 
Mstep: Class 30 contains 7615 members 
Mstep: Class 31 contains 72000 members 
Mstep: Class 32 contains 5460 members 
Mstep: Class 33 contains 6715 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1567 members 
Mstep: Class 37 contains 42641 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 27221 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 488 members 
Mstep: Class 43 contains 20866 members 
Mstep: Class 44 contains 108398 members 
Mstep: Class 45 contains 67783 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 52060 members 
Mstep: Class 49 contains 13016 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 5391 members 
Mstep: Class 53 contains 43473 members 
Mstep: Class 54 contains 112859 members 
Mstep: Class 55 contains 32405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696432.000000 Penalty: 128338.117188
Iteration 204Q: 56 clusters Score -1.946964e+08 nChanged 7165
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 197026 members 
Mstep: Class 3 contains 84369 members 
Mstep: Class 4 contains 12255 members 
Mstep: Class 5 contains 17315 members 
Mstep: Class 6 contains 38714 members 
Mstep: Class 7 contains 91424 members 
Mstep: Class 8 contains 16598 members 
Mstep: Class 9 contains 37491 members 
Mstep: Class 10 contains 9160 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8771 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 18887 members 
Mstep: Class 16 contains 69104 members 
Mstep: Class 17 contains 119084 members 
Mstep: Class 18 contains 106689 members 
Mstep: Class 19 contains 3457 members 
Mstep: Class 20 contains 70595 members 
Mstep: Class 21 contains 33671 members 
Mstep: Class 22 contains 26901 members 
Mstep: Class 23 contains 13008 members 
Mstep: Class 24 contains 3684 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 88635 members 
Mstep: Class 29 contains 6051 members 
Mstep: Class 30 contains 7574 members 
Mstep: Class 31 contains 71615 members 
Mstep: Class 32 contains 5468 members 
Mstep: Class 33 contains 6715 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1565 members 
Mstep: Class 37 contains 43336 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 27677 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 489 members 
Mstep: Class 43 contains 20800 members 
Mstep: Class 44 contains 108382 members 
Mstep: Class 45 contains 67131 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 52787 members 
Mstep: Class 49 contains 13021 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 998 members 
Mstep: Class 52 contains 5368 members 
Mstep: Class 53 contains 43701 members 
Mstep: Class 54 contains 112904 members 
Mstep: Class 55 contains 32573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696464.000000 Penalty: 128338.117188
Iteration 205Q: 56 clusters Score -1.946965e+08 nChanged 7058
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 197014 members 
Mstep: Class 3 contains 84357 members 
Mstep: Class 4 contains 12255 members 
Mstep: Class 5 contains 16813 members 
Mstep: Class 6 contains 38670 members 
Mstep: Class 7 contains 91328 members 
Mstep: Class 8 contains 16576 members 
Mstep: Class 9 contains 37490 members 
Mstep: Class 10 contains 9160 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8771 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 18890 members 
Mstep: Class 16 contains 69096 members 
Mstep: Class 17 contains 119037 members 
Mstep: Class 18 contains 106645 members 
Mstep: Class 19 contains 3455 members 
Mstep: Class 20 contains 70574 members 
Mstep: Class 21 contains 33667 members 
Mstep: Class 22 contains 26808 members 
Mstep: Class 23 contains 12960 members 
Mstep: Class 24 contains 3685 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 88569 members 
Mstep: Class 29 contains 6052 members 
Mstep: Class 30 contains 7534 members 
Mstep: Class 31 contains 71198 members 
Mstep: Class 32 contains 5478 members 
Mstep: Class 33 contains 6716 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1564 members 
Mstep: Class 37 contains 43988 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 28177 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 491 members 
Mstep: Class 43 contains 20760 members 
Mstep: Class 44 contains 108373 members 
Mstep: Class 45 contains 66491 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 53493 members 
Mstep: Class 49 contains 13028 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 996 members 
Mstep: Class 52 contains 5349 members 
Mstep: Class 53 contains 43915 members 
Mstep: Class 54 contains 112979 members 
Mstep: Class 55 contains 32710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696544.000000 Penalty: 128338.117188
Iteration 206Q: 56 clusters Score -1.946965e+08 nChanged 7040
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 197006 members 
Mstep: Class 3 contains 84336 members 
Mstep: Class 4 contains 12242 members 
Mstep: Class 5 contains 16400 members 
Mstep: Class 6 contains 38627 members 
Mstep: Class 7 contains 91220 members 
Mstep: Class 8 contains 16555 members 
Mstep: Class 9 contains 37481 members 
Mstep: Class 10 contains 9157 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8774 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 18893 members 
Mstep: Class 16 contains 69091 members 
Mstep: Class 17 contains 118936 members 
Mstep: Class 18 contains 106666 members 
Mstep: Class 19 contains 3453 members 
Mstep: Class 20 contains 70473 members 
Mstep: Class 21 contains 33663 members 
Mstep: Class 22 contains 26768 members 
Mstep: Class 23 contains 12916 members 
Mstep: Class 24 contains 3685 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 88478 members 
Mstep: Class 29 contains 6053 members 
Mstep: Class 30 contains 7489 members 
Mstep: Class 31 contains 70697 members 
Mstep: Class 32 contains 5493 members 
Mstep: Class 33 contains 6722 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1564 members 
Mstep: Class 37 contains 44689 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 28693 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 491 members 
Mstep: Class 43 contains 20717 members 
Mstep: Class 44 contains 108368 members 
Mstep: Class 45 contains 65840 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 54201 members 
Mstep: Class 49 contains 13037 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 5331 members 
Mstep: Class 53 contains 44106 members 
Mstep: Class 54 contains 113093 members 
Mstep: Class 55 contains 32830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696576.000000 Penalty: 128338.117188
Iteration 207Q: 56 clusters Score -1.946966e+08 nChanged 6887
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 196996 members 
Mstep: Class 3 contains 84315 members 
Mstep: Class 4 contains 12242 members 
Mstep: Class 5 contains 15928 members 
Mstep: Class 6 contains 38597 members 
Mstep: Class 7 contains 91157 members 
Mstep: Class 8 contains 16530 members 
Mstep: Class 9 contains 37467 members 
Mstep: Class 10 contains 9150 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8775 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 18894 members 
Mstep: Class 16 contains 69083 members 
Mstep: Class 17 contains 118766 members 
Mstep: Class 18 contains 106753 members 
Mstep: Class 19 contains 3452 members 
Mstep: Class 20 contains 70409 members 
Mstep: Class 21 contains 33660 members 
Mstep: Class 22 contains 26757 members 
Mstep: Class 23 contains 12872 members 
Mstep: Class 24 contains 3685 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 88411 members 
Mstep: Class 29 contains 6057 members 
Mstep: Class 30 contains 7446 members 
Mstep: Class 31 contains 70125 members 
Mstep: Class 32 contains 5509 members 
Mstep: Class 33 contains 6720 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1565 members 
Mstep: Class 37 contains 45405 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 29249 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 491 members 
Mstep: Class 43 contains 20671 members 
Mstep: Class 44 contains 108299 members 
Mstep: Class 45 contains 65245 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 54911 members 
Mstep: Class 49 contains 13046 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 5311 members 
Mstep: Class 53 contains 44252 members 
Mstep: Class 54 contains 113202 members 
Mstep: Class 55 contains 32946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696368.000000 Penalty: 128338.117188
Iteration 208Q: 56 clusters Score -1.946964e+08 nChanged 7049
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 196987 members 
Mstep: Class 3 contains 84315 members 
Mstep: Class 4 contains 12230 members 
Mstep: Class 5 contains 15459 members 
Mstep: Class 6 contains 38569 members 
Mstep: Class 7 contains 91076 members 
Mstep: Class 8 contains 16497 members 
Mstep: Class 9 contains 37462 members 
Mstep: Class 10 contains 9142 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8777 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 18902 members 
Mstep: Class 16 contains 69082 members 
Mstep: Class 17 contains 118605 members 
Mstep: Class 18 contains 106830 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 70386 members 
Mstep: Class 21 contains 33653 members 
Mstep: Class 22 contains 26714 members 
Mstep: Class 23 contains 12841 members 
Mstep: Class 24 contains 3685 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 88300 members 
Mstep: Class 29 contains 6060 members 
Mstep: Class 30 contains 7394 members 
Mstep: Class 31 contains 69472 members 
Mstep: Class 32 contains 5525 members 
Mstep: Class 33 contains 6717 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1564 members 
Mstep: Class 37 contains 46090 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 29791 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 491 members 
Mstep: Class 43 contains 20615 members 
Mstep: Class 44 contains 108248 members 
Mstep: Class 45 contains 64649 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 55636 members 
Mstep: Class 49 contains 13058 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 5293 members 
Mstep: Class 53 contains 44436 members 
Mstep: Class 54 contains 113356 members 
Mstep: Class 55 contains 33082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696704.000000 Penalty: 128338.117188
Iteration 209Q: 56 clusters Score -1.946967e+08 nChanged 7227
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 196983 members 
Mstep: Class 3 contains 84291 members 
Mstep: Class 4 contains 12223 members 
Mstep: Class 5 contains 15024 members 
Mstep: Class 6 contains 38554 members 
Mstep: Class 7 contains 90989 members 
Mstep: Class 8 contains 16466 members 
Mstep: Class 9 contains 37460 members 
Mstep: Class 10 contains 9148 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8778 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 18913 members 
Mstep: Class 16 contains 69077 members 
Mstep: Class 17 contains 118422 members 
Mstep: Class 18 contains 106890 members 
Mstep: Class 19 contains 3449 members 
Mstep: Class 20 contains 70414 members 
Mstep: Class 21 contains 33649 members 
Mstep: Class 22 contains 26556 members 
Mstep: Class 23 contains 12802 members 
Mstep: Class 24 contains 3685 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 88183 members 
Mstep: Class 29 contains 6063 members 
Mstep: Class 30 contains 7343 members 
Mstep: Class 31 contains 68769 members 
Mstep: Class 32 contains 5536 members 
Mstep: Class 33 contains 6717 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1565 members 
Mstep: Class 37 contains 46839 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 30366 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 491 members 
Mstep: Class 43 contains 20574 members 
Mstep: Class 44 contains 108186 members 
Mstep: Class 45 contains 64009 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 56386 members 
Mstep: Class 49 contains 13070 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 5271 members 
Mstep: Class 53 contains 44654 members 
Mstep: Class 54 contains 113493 members 
Mstep: Class 55 contains 33218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697104.000000 Penalty: 128338.117188
Iteration 210Q: 56 clusters Score -1.946971e+08 nChanged 7630
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 196984 members 
Mstep: Class 3 contains 84288 members 
Mstep: Class 4 contains 12231 members 
Mstep: Class 5 contains 14610 members 
Mstep: Class 6 contains 38548 members 
Mstep: Class 7 contains 90922 members 
Mstep: Class 8 contains 16445 members 
Mstep: Class 9 contains 37461 members 
Mstep: Class 10 contains 9149 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8781 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 18921 members 
Mstep: Class 16 contains 69065 members 
Mstep: Class 17 contains 118250 members 
Mstep: Class 18 contains 106967 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 70459 members 
Mstep: Class 21 contains 33646 members 
Mstep: Class 22 contains 26442 members 
Mstep: Class 23 contains 12768 members 
Mstep: Class 24 contains 3678 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 88069 members 
Mstep: Class 29 contains 6066 members 
Mstep: Class 30 contains 7285 members 
Mstep: Class 31 contains 67941 members 
Mstep: Class 32 contains 5541 members 
Mstep: Class 33 contains 6714 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1566 members 
Mstep: Class 37 contains 47614 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 30982 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 491 members 
Mstep: Class 43 contains 20502 members 
Mstep: Class 44 contains 108067 members 
Mstep: Class 45 contains 63297 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 57107 members 
Mstep: Class 49 contains 13077 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 5255 members 
Mstep: Class 53 contains 44900 members 
Mstep: Class 54 contains 113704 members 
Mstep: Class 55 contains 33341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696864.000000 Penalty: 128338.117188
Iteration 211Q: 56 clusters Score -1.946969e+08 nChanged 7980
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 196982 members 
Mstep: Class 3 contains 84312 members 
Mstep: Class 4 contains 12225 members 
Mstep: Class 5 contains 14237 members 
Mstep: Class 6 contains 38525 members 
Mstep: Class 7 contains 90919 members 
Mstep: Class 8 contains 16408 members 
Mstep: Class 9 contains 37459 members 
Mstep: Class 10 contains 9148 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8784 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 18929 members 
Mstep: Class 16 contains 69051 members 
Mstep: Class 17 contains 118114 members 
Mstep: Class 18 contains 107086 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 70443 members 
Mstep: Class 21 contains 33641 members 
Mstep: Class 22 contains 26415 members 
Mstep: Class 23 contains 12736 members 
Mstep: Class 24 contains 3674 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 87940 members 
Mstep: Class 29 contains 6067 members 
Mstep: Class 30 contains 7240 members 
Mstep: Class 31 contains 67010 members 
Mstep: Class 32 contains 5550 members 
Mstep: Class 33 contains 6714 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1566 members 
Mstep: Class 37 contains 48448 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 31621 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 491 members 
Mstep: Class 43 contains 20421 members 
Mstep: Class 44 contains 107891 members 
Mstep: Class 45 contains 62460 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 57841 members 
Mstep: Class 49 contains 13083 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 5241 members 
Mstep: Class 53 contains 45141 members 
Mstep: Class 54 contains 113900 members 
Mstep: Class 55 contains 33504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697088.000000 Penalty: 128338.117188
Iteration 212Q: 56 clusters Score -1.946971e+08 nChanged 7808
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 196975 members 
Mstep: Class 3 contains 84297 members 
Mstep: Class 4 contains 12212 members 
Mstep: Class 5 contains 13950 members 
Mstep: Class 6 contains 38497 members 
Mstep: Class 7 contains 90897 members 
Mstep: Class 8 contains 16366 members 
Mstep: Class 9 contains 37444 members 
Mstep: Class 10 contains 9149 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8786 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 18940 members 
Mstep: Class 16 contains 69038 members 
Mstep: Class 17 contains 117962 members 
Mstep: Class 18 contains 107223 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 70386 members 
Mstep: Class 21 contains 33638 members 
Mstep: Class 22 contains 26291 members 
Mstep: Class 23 contains 12716 members 
Mstep: Class 24 contains 3672 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 87785 members 
Mstep: Class 29 contains 6069 members 
Mstep: Class 30 contains 7199 members 
Mstep: Class 31 contains 66120 members 
Mstep: Class 32 contains 5560 members 
Mstep: Class 33 contains 6716 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1565 members 
Mstep: Class 37 contains 49226 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 32246 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 491 members 
Mstep: Class 43 contains 20343 members 
Mstep: Class 44 contains 107775 members 
Mstep: Class 45 contains 61673 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 58653 members 
Mstep: Class 49 contains 13089 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 5227 members 
Mstep: Class 53 contains 45372 members 
Mstep: Class 54 contains 114090 members 
Mstep: Class 55 contains 33656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697264.000000 Penalty: 128338.117188
Iteration 213Q: 56 clusters Score -1.946973e+08 nChanged 7629
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 196972 members 
Mstep: Class 3 contains 84295 members 
Mstep: Class 4 contains 12198 members 
Mstep: Class 5 contains 13725 members 
Mstep: Class 6 contains 38474 members 
Mstep: Class 7 contains 90894 members 
Mstep: Class 8 contains 16335 members 
Mstep: Class 9 contains 37438 members 
Mstep: Class 10 contains 9146 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8791 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 18946 members 
Mstep: Class 16 contains 69024 members 
Mstep: Class 17 contains 117759 members 
Mstep: Class 18 contains 107438 members 
Mstep: Class 19 contains 3448 members 
Mstep: Class 20 contains 70394 members 
Mstep: Class 21 contains 33639 members 
Mstep: Class 22 contains 26109 members 
Mstep: Class 23 contains 12663 members 
Mstep: Class 24 contains 3673 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 87597 members 
Mstep: Class 29 contains 6069 members 
Mstep: Class 30 contains 7150 members 
Mstep: Class 31 contains 65236 members 
Mstep: Class 32 contains 5571 members 
Mstep: Class 33 contains 6717 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1565 members 
Mstep: Class 37 contains 49975 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 32858 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 491 members 
Mstep: Class 43 contains 20275 members 
Mstep: Class 44 contains 107615 members 
Mstep: Class 45 contains 60964 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 59490 members 
Mstep: Class 49 contains 13094 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 5212 members 
Mstep: Class 53 contains 45567 members 
Mstep: Class 54 contains 114225 members 
Mstep: Class 55 contains 33793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697008.000000 Penalty: 128338.117188
Iteration 214Q: 56 clusters Score -1.94697e+08 nChanged 7657
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 196953 members 
Mstep: Class 3 contains 84293 members 
Mstep: Class 4 contains 12183 members 
Mstep: Class 5 contains 13544 members 
Mstep: Class 6 contains 38443 members 
Mstep: Class 7 contains 90869 members 
Mstep: Class 8 contains 16309 members 
Mstep: Class 9 contains 37428 members 
Mstep: Class 10 contains 9141 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8798 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 18950 members 
Mstep: Class 16 contains 69020 members 
Mstep: Class 17 contains 117689 members 
Mstep: Class 18 contains 107579 members 
Mstep: Class 19 contains 3447 members 
Mstep: Class 20 contains 70369 members 
Mstep: Class 21 contains 33637 members 
Mstep: Class 22 contains 26018 members 
Mstep: Class 23 contains 12620 members 
Mstep: Class 24 contains 3676 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 87299 members 
Mstep: Class 29 contains 6072 members 
Mstep: Class 30 contains 7114 members 
Mstep: Class 31 contains 64379 members 
Mstep: Class 32 contains 5588 members 
Mstep: Class 33 contains 6724 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1563 members 
Mstep: Class 37 contains 50729 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 33460 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 491 members 
Mstep: Class 43 contains 20211 members 
Mstep: Class 44 contains 107552 members 
Mstep: Class 45 contains 60195 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 60265 members 
Mstep: Class 49 contains 13098 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 5199 members 
Mstep: Class 53 contains 45741 members 
Mstep: Class 54 contains 114378 members 
Mstep: Class 55 contains 33886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696800.000000 Penalty: 128338.117188
Iteration 215Q: 56 clusters Score -1.946968e+08 nChanged 7815
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 196940 members 
Mstep: Class 3 contains 84291 members 
Mstep: Class 4 contains 12168 members 
Mstep: Class 5 contains 13362 members 
Mstep: Class 6 contains 38430 members 
Mstep: Class 7 contains 90886 members 
Mstep: Class 8 contains 16279 members 
Mstep: Class 9 contains 37417 members 
Mstep: Class 10 contains 9139 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8800 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 18953 members 
Mstep: Class 16 contains 69005 members 
Mstep: Class 17 contains 117654 members 
Mstep: Class 18 contains 107804 members 
Mstep: Class 19 contains 3448 members 
Mstep: Class 20 contains 70335 members 
Mstep: Class 21 contains 33633 members 
Mstep: Class 22 contains 25845 members 
Mstep: Class 23 contains 12576 members 
Mstep: Class 24 contains 3677 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 86984 members 
Mstep: Class 29 contains 6072 members 
Mstep: Class 30 contains 7061 members 
Mstep: Class 31 contains 63422 members 
Mstep: Class 32 contains 5608 members 
Mstep: Class 33 contains 6731 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1561 members 
Mstep: Class 37 contains 51557 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 34128 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 491 members 
Mstep: Class 43 contains 20144 members 
Mstep: Class 44 contains 107495 members 
Mstep: Class 45 contains 59417 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 61001 members 
Mstep: Class 49 contains 13098 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 5191 members 
Mstep: Class 53 contains 45948 members 
Mstep: Class 54 contains 114428 members 
Mstep: Class 55 contains 34001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697216.000000 Penalty: 128338.117188
Iteration 216Q: 56 clusters Score -1.946972e+08 nChanged 7918
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 196923 members 
Mstep: Class 3 contains 84265 members 
Mstep: Class 4 contains 12153 members 
Mstep: Class 5 contains 13182 members 
Mstep: Class 6 contains 38393 members 
Mstep: Class 7 contains 90888 members 
Mstep: Class 8 contains 16245 members 
Mstep: Class 9 contains 37407 members 
Mstep: Class 10 contains 9137 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8803 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 18962 members 
Mstep: Class 16 contains 68989 members 
Mstep: Class 17 contains 117668 members 
Mstep: Class 18 contains 107968 members 
Mstep: Class 19 contains 3448 members 
Mstep: Class 20 contains 70400 members 
Mstep: Class 21 contains 33636 members 
Mstep: Class 22 contains 25778 members 
Mstep: Class 23 contains 12541 members 
Mstep: Class 24 contains 3681 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 86631 members 
Mstep: Class 29 contains 6071 members 
Mstep: Class 30 contains 7022 members 
Mstep: Class 31 contains 62461 members 
Mstep: Class 32 contains 5622 members 
Mstep: Class 33 contains 6733 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1561 members 
Mstep: Class 37 contains 52439 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 34742 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 491 members 
Mstep: Class 43 contains 20086 members 
Mstep: Class 44 contains 107346 members 
Mstep: Class 45 contains 58616 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 61689 members 
Mstep: Class 49 contains 13101 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 5179 members 
Mstep: Class 53 contains 46192 members 
Mstep: Class 54 contains 114476 members 
Mstep: Class 55 contains 34148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697184.000000 Penalty: 128338.117188
Iteration 217Q: 56 clusters Score -1.946972e+08 nChanged 7891
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 196908 members 
Mstep: Class 3 contains 84261 members 
Mstep: Class 4 contains 12146 members 
Mstep: Class 5 contains 12993 members 
Mstep: Class 6 contains 38370 members 
Mstep: Class 7 contains 90868 members 
Mstep: Class 8 contains 16209 members 
Mstep: Class 9 contains 37405 members 
Mstep: Class 10 contains 9135 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8805 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 18972 members 
Mstep: Class 16 contains 68975 members 
Mstep: Class 17 contains 117634 members 
Mstep: Class 18 contains 108140 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 70400 members 
Mstep: Class 21 contains 33633 members 
Mstep: Class 22 contains 25750 members 
Mstep: Class 23 contains 12505 members 
Mstep: Class 24 contains 3686 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 86325 members 
Mstep: Class 29 contains 6070 members 
Mstep: Class 30 contains 6976 members 
Mstep: Class 31 contains 61570 members 
Mstep: Class 32 contains 5634 members 
Mstep: Class 33 contains 6732 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1560 members 
Mstep: Class 37 contains 53238 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 35432 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 491 members 
Mstep: Class 43 contains 20030 members 
Mstep: Class 44 contains 107198 members 
Mstep: Class 45 contains 57823 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 62381 members 
Mstep: Class 49 contains 13107 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 5164 members 
Mstep: Class 53 contains 46425 members 
Mstep: Class 54 contains 114528 members 
Mstep: Class 55 contains 34260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696464.000000 Penalty: 128338.117188
Iteration 218Q: 56 clusters Score -1.946965e+08 nChanged 7997
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 196885 members 
Mstep: Class 3 contains 84244 members 
Mstep: Class 4 contains 12134 members 
Mstep: Class 5 contains 12715 members 
Mstep: Class 6 contains 38352 members 
Mstep: Class 7 contains 90892 members 
Mstep: Class 8 contains 16164 members 
Mstep: Class 9 contains 37403 members 
Mstep: Class 10 contains 9135 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8805 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 18984 members 
Mstep: Class 16 contains 68958 members 
Mstep: Class 17 contains 117613 members 
Mstep: Class 18 contains 108275 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 70400 members 
Mstep: Class 21 contains 33628 members 
Mstep: Class 22 contains 25669 members 
Mstep: Class 23 contains 12473 members 
Mstep: Class 24 contains 3686 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 85983 members 
Mstep: Class 29 contains 6073 members 
Mstep: Class 30 contains 6939 members 
Mstep: Class 31 contains 60682 members 
Mstep: Class 32 contains 5651 members 
Mstep: Class 33 contains 6742 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1560 members 
Mstep: Class 37 contains 53976 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 36147 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 491 members 
Mstep: Class 43 contains 19977 members 
Mstep: Class 44 contains 107043 members 
Mstep: Class 45 contains 57166 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 63112 members 
Mstep: Class 49 contains 13116 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 5151 members 
Mstep: Class 53 contains 46689 members 
Mstep: Class 54 contains 114598 members 
Mstep: Class 55 contains 34341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697040.000000 Penalty: 128338.117188
Iteration 219Q: 56 clusters Score -1.94697e+08 nChanged 7729
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 196877 members 
Mstep: Class 3 contains 84221 members 
Mstep: Class 4 contains 12122 members 
Mstep: Class 5 contains 12439 members 
Mstep: Class 6 contains 38346 members 
Mstep: Class 7 contains 90895 members 
Mstep: Class 8 contains 16105 members 
Mstep: Class 9 contains 37401 members 
Mstep: Class 10 contains 9130 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8807 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 18993 members 
Mstep: Class 16 contains 68941 members 
Mstep: Class 17 contains 117544 members 
Mstep: Class 18 contains 108392 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 70336 members 
Mstep: Class 21 contains 33626 members 
Mstep: Class 22 contains 25582 members 
Mstep: Class 23 contains 12457 members 
Mstep: Class 24 contains 3687 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 85694 members 
Mstep: Class 29 contains 6079 members 
Mstep: Class 30 contains 6902 members 
Mstep: Class 31 contains 59896 members 
Mstep: Class 32 contains 5656 members 
Mstep: Class 33 contains 6744 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1558 members 
Mstep: Class 37 contains 54639 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 36916 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 491 members 
Mstep: Class 43 contains 19906 members 
Mstep: Class 44 contains 106930 members 
Mstep: Class 45 contains 56583 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 63832 members 
Mstep: Class 49 contains 13128 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 5131 members 
Mstep: Class 53 contains 46925 members 
Mstep: Class 54 contains 114658 members 
Mstep: Class 55 contains 34411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696720.000000 Penalty: 128338.117188
Iteration 220F: 56 clusters Score -1.946967e+08 nChanged 7858
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 196888 members 
Mstep: Class 3 contains 84177 members 
Mstep: Class 4 contains 12092 members 
Mstep: Class 5 contains 12123 members 
Mstep: Class 6 contains 38315 members 
Mstep: Class 7 contains 90875 members 
Mstep: Class 8 contains 16058 members 
Mstep: Class 9 contains 37409 members 
Mstep: Class 10 contains 9122 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8810 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19002 members 
Mstep: Class 16 contains 68924 members 
Mstep: Class 17 contains 117502 members 
Mstep: Class 18 contains 108511 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 70318 members 
Mstep: Class 21 contains 33624 members 
Mstep: Class 22 contains 25577 members 
Mstep: Class 23 contains 12432 members 
Mstep: Class 24 contains 3686 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 85378 members 
Mstep: Class 29 contains 6080 members 
Mstep: Class 30 contains 6878 members 
Mstep: Class 31 contains 59048 members 
Mstep: Class 32 contains 5662 members 
Mstep: Class 33 contains 6748 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1559 members 
Mstep: Class 37 contains 55384 members 
Mstep: Class 38 contains 1237 members 
Mstep: Class 39 contains 37715 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 491 members 
Mstep: Class 43 contains 19851 members 
Mstep: Class 44 contains 106796 members 
Mstep: Class 45 contains 56004 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 64514 members 
Mstep: Class 49 contains 13133 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 5111 members 
Mstep: Class 53 contains 47127 members 
Mstep: Class 54 contains 114715 members 
Mstep: Class 55 contains 34468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697376.000000 Penalty: 128338.117188
Iteration 221Q: 56 clusters Score -1.946974e+08 nChanged 8019
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 196881 members 
Mstep: Class 3 contains 84114 members 
Mstep: Class 4 contains 12059 members 
Mstep: Class 5 contains 11844 members 
Mstep: Class 6 contains 38289 members 
Mstep: Class 7 contains 90853 members 
Mstep: Class 8 contains 16024 members 
Mstep: Class 9 contains 37411 members 
Mstep: Class 10 contains 9124 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8816 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19006 members 
Mstep: Class 16 contains 68913 members 
Mstep: Class 17 contains 117493 members 
Mstep: Class 18 contains 108632 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 70252 members 
Mstep: Class 21 contains 33620 members 
Mstep: Class 22 contains 25673 members 
Mstep: Class 23 contains 12401 members 
Mstep: Class 24 contains 3686 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 85067 members 
Mstep: Class 29 contains 6082 members 
Mstep: Class 30 contains 6856 members 
Mstep: Class 31 contains 58228 members 
Mstep: Class 32 contains 5674 members 
Mstep: Class 33 contains 6751 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1559 members 
Mstep: Class 37 contains 56098 members 
Mstep: Class 38 contains 1237 members 
Mstep: Class 39 contains 38555 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 491 members 
Mstep: Class 43 contains 19801 members 
Mstep: Class 44 contains 106648 members 
Mstep: Class 45 contains 55353 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 65105 members 
Mstep: Class 49 contains 13138 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 5097 members 
Mstep: Class 53 contains 47351 members 
Mstep: Class 54 contains 114763 members 
Mstep: Class 55 contains 34535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697168.000000 Penalty: 128338.117188
Iteration 222Q: 56 clusters Score -1.946972e+08 nChanged 8245
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 196875 members 
Mstep: Class 3 contains 84086 members 
Mstep: Class 4 contains 12022 members 
Mstep: Class 5 contains 11473 members 
Mstep: Class 6 contains 38264 members 
Mstep: Class 7 contains 90832 members 
Mstep: Class 8 contains 15989 members 
Mstep: Class 9 contains 37415 members 
Mstep: Class 10 contains 9123 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8820 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19007 members 
Mstep: Class 16 contains 68903 members 
Mstep: Class 17 contains 117448 members 
Mstep: Class 18 contains 108718 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 70098 members 
Mstep: Class 21 contains 33612 members 
Mstep: Class 22 contains 25772 members 
Mstep: Class 23 contains 12355 members 
Mstep: Class 24 contains 3687 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 84780 members 
Mstep: Class 29 contains 6084 members 
Mstep: Class 30 contains 6820 members 
Mstep: Class 31 contains 57439 members 
Mstep: Class 32 contains 5684 members 
Mstep: Class 33 contains 6755 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1559 members 
Mstep: Class 37 contains 56739 members 
Mstep: Class 38 contains 1237 members 
Mstep: Class 39 contains 39486 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 491 members 
Mstep: Class 43 contains 19746 members 
Mstep: Class 44 contains 106479 members 
Mstep: Class 45 contains 54765 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 65823 members 
Mstep: Class 49 contains 13146 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 5082 members 
Mstep: Class 53 contains 47547 members 
Mstep: Class 54 contains 114828 members 
Mstep: Class 55 contains 34614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697248.000000 Penalty: 128338.117188
Iteration 223Q: 56 clusters Score -1.946972e+08 nChanged 8145
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 196867 members 
Mstep: Class 3 contains 84054 members 
Mstep: Class 4 contains 12018 members 
Mstep: Class 5 contains 11170 members 
Mstep: Class 6 contains 38249 members 
Mstep: Class 7 contains 90798 members 
Mstep: Class 8 contains 15957 members 
Mstep: Class 9 contains 37400 members 
Mstep: Class 10 contains 9123 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8828 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19004 members 
Mstep: Class 16 contains 68888 members 
Mstep: Class 17 contains 117404 members 
Mstep: Class 18 contains 108854 members 
Mstep: Class 19 contains 3452 members 
Mstep: Class 20 contains 69943 members 
Mstep: Class 21 contains 33610 members 
Mstep: Class 22 contains 25797 members 
Mstep: Class 23 contains 12316 members 
Mstep: Class 24 contains 3689 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 84531 members 
Mstep: Class 29 contains 6086 members 
Mstep: Class 30 contains 6784 members 
Mstep: Class 31 contains 56633 members 
Mstep: Class 32 contains 5694 members 
Mstep: Class 33 contains 6757 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1558 members 
Mstep: Class 37 contains 57308 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 40428 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 491 members 
Mstep: Class 43 contains 19663 members 
Mstep: Class 44 contains 106322 members 
Mstep: Class 45 contains 54191 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 66540 members 
Mstep: Class 49 contains 13154 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 5070 members 
Mstep: Class 53 contains 47666 members 
Mstep: Class 54 contains 114930 members 
Mstep: Class 55 contains 34704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697040.000000 Penalty: 128338.117188
Iteration 224Q: 56 clusters Score -1.94697e+08 nChanged 8184
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 196872 members 
Mstep: Class 3 contains 84029 members 
Mstep: Class 4 contains 12016 members 
Mstep: Class 5 contains 10831 members 
Mstep: Class 6 contains 38229 members 
Mstep: Class 7 contains 90778 members 
Mstep: Class 8 contains 15915 members 
Mstep: Class 9 contains 37383 members 
Mstep: Class 10 contains 9123 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8837 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19005 members 
Mstep: Class 16 contains 68869 members 
Mstep: Class 17 contains 117349 members 
Mstep: Class 18 contains 108962 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 69790 members 
Mstep: Class 21 contains 33603 members 
Mstep: Class 22 contains 25915 members 
Mstep: Class 23 contains 12299 members 
Mstep: Class 24 contains 3688 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 84271 members 
Mstep: Class 29 contains 6088 members 
Mstep: Class 30 contains 6756 members 
Mstep: Class 31 contains 55836 members 
Mstep: Class 32 contains 5704 members 
Mstep: Class 33 contains 6757 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1558 members 
Mstep: Class 37 contains 57881 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 41373 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 491 members 
Mstep: Class 43 contains 19585 members 
Mstep: Class 44 contains 106157 members 
Mstep: Class 45 contains 53646 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 67200 members 
Mstep: Class 49 contains 13159 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 5055 members 
Mstep: Class 53 contains 47812 members 
Mstep: Class 54 contains 114984 members 
Mstep: Class 55 contains 34802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696704.000000 Penalty: 128338.117188
Iteration 225Q: 56 clusters Score -1.946967e+08 nChanged 8014
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 196860 members 
Mstep: Class 3 contains 83987 members 
Mstep: Class 4 contains 12002 members 
Mstep: Class 5 contains 10557 members 
Mstep: Class 6 contains 38202 members 
Mstep: Class 7 contains 90783 members 
Mstep: Class 8 contains 15883 members 
Mstep: Class 9 contains 37374 members 
Mstep: Class 10 contains 9121 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8842 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19008 members 
Mstep: Class 16 contains 68862 members 
Mstep: Class 17 contains 117284 members 
Mstep: Class 18 contains 109094 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 69624 members 
Mstep: Class 21 contains 33601 members 
Mstep: Class 22 contains 25992 members 
Mstep: Class 23 contains 12274 members 
Mstep: Class 24 contains 3689 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 83960 members 
Mstep: Class 29 contains 6088 members 
Mstep: Class 30 contains 6727 members 
Mstep: Class 31 contains 54996 members 
Mstep: Class 32 contains 5713 members 
Mstep: Class 33 contains 6760 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1558 members 
Mstep: Class 37 contains 58435 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 42305 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 491 members 
Mstep: Class 43 contains 19510 members 
Mstep: Class 44 contains 106020 members 
Mstep: Class 45 contains 53137 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 67851 members 
Mstep: Class 49 contains 13166 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 5042 members 
Mstep: Class 53 contains 47962 members 
Mstep: Class 54 contains 115061 members 
Mstep: Class 55 contains 34903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696720.000000 Penalty: 128338.117188
Iteration 226Q: 56 clusters Score -1.946967e+08 nChanged 7856
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 196855 members 
Mstep: Class 3 contains 83937 members 
Mstep: Class 4 contains 11991 members 
Mstep: Class 5 contains 10236 members 
Mstep: Class 6 contains 38155 members 
Mstep: Class 7 contains 90770 members 
Mstep: Class 8 contains 15855 members 
Mstep: Class 9 contains 37364 members 
Mstep: Class 10 contains 9111 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8842 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19011 members 
Mstep: Class 16 contains 68860 members 
Mstep: Class 17 contains 117181 members 
Mstep: Class 18 contains 109257 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 69438 members 
Mstep: Class 21 contains 33595 members 
Mstep: Class 22 contains 26065 members 
Mstep: Class 23 contains 12267 members 
Mstep: Class 24 contains 3689 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 83702 members 
Mstep: Class 29 contains 6086 members 
Mstep: Class 30 contains 6708 members 
Mstep: Class 31 contains 54196 members 
Mstep: Class 32 contains 5719 members 
Mstep: Class 33 contains 6764 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1558 members 
Mstep: Class 37 contains 59043 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 43292 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 491 members 
Mstep: Class 43 contains 19445 members 
Mstep: Class 44 contains 105844 members 
Mstep: Class 45 contains 52692 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 68501 members 
Mstep: Class 49 contains 13169 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 5032 members 
Mstep: Class 53 contains 48069 members 
Mstep: Class 54 contains 115074 members 
Mstep: Class 55 contains 35003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697088.000000 Penalty: 128338.117188
Iteration 227Q: 56 clusters Score -1.946971e+08 nChanged 7934
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 196847 members 
Mstep: Class 3 contains 83897 members 
Mstep: Class 4 contains 11981 members 
Mstep: Class 5 contains 9927 members 
Mstep: Class 6 contains 38102 members 
Mstep: Class 7 contains 90755 members 
Mstep: Class 8 contains 15824 members 
Mstep: Class 9 contains 37363 members 
Mstep: Class 10 contains 9111 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8840 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19017 members 
Mstep: Class 16 contains 68858 members 
Mstep: Class 17 contains 117062 members 
Mstep: Class 18 contains 109357 members 
Mstep: Class 19 contains 3448 members 
Mstep: Class 20 contains 69209 members 
Mstep: Class 21 contains 33593 members 
Mstep: Class 22 contains 26129 members 
Mstep: Class 23 contains 12260 members 
Mstep: Class 24 contains 3689 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 83433 members 
Mstep: Class 29 contains 6087 members 
Mstep: Class 30 contains 6706 members 
Mstep: Class 31 contains 53434 members 
Mstep: Class 32 contains 5723 members 
Mstep: Class 33 contains 6766 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1558 members 
Mstep: Class 37 contains 59624 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 44382 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 491 members 
Mstep: Class 43 contains 19381 members 
Mstep: Class 44 contains 105680 members 
Mstep: Class 45 contains 52264 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 69069 members 
Mstep: Class 49 contains 13177 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 5025 members 
Mstep: Class 53 contains 48195 members 
Mstep: Class 54 contains 115085 members 
Mstep: Class 55 contains 35099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697360.000000 Penalty: 128338.117188
Iteration 228Q: 56 clusters Score -1.946974e+08 nChanged 7985
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 196847 members 
Mstep: Class 3 contains 83858 members 
Mstep: Class 4 contains 11969 members 
Mstep: Class 5 contains 9705 members 
Mstep: Class 6 contains 38071 members 
Mstep: Class 7 contains 90732 members 
Mstep: Class 8 contains 15791 members 
Mstep: Class 9 contains 37363 members 
Mstep: Class 10 contains 9111 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8837 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19020 members 
Mstep: Class 16 contains 68850 members 
Mstep: Class 17 contains 116943 members 
Mstep: Class 18 contains 109404 members 
Mstep: Class 19 contains 3448 members 
Mstep: Class 20 contains 69052 members 
Mstep: Class 21 contains 33593 members 
Mstep: Class 22 contains 26192 members 
Mstep: Class 23 contains 12239 members 
Mstep: Class 24 contains 3690 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 83148 members 
Mstep: Class 29 contains 6086 members 
Mstep: Class 30 contains 6720 members 
Mstep: Class 31 contains 52595 members 
Mstep: Class 32 contains 5726 members 
Mstep: Class 33 contains 6771 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1558 members 
Mstep: Class 37 contains 60243 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 45570 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 491 members 
Mstep: Class 43 contains 19328 members 
Mstep: Class 44 contains 105373 members 
Mstep: Class 45 contains 51872 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 69538 members 
Mstep: Class 49 contains 13184 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 5015 members 
Mstep: Class 53 contains 48310 members 
Mstep: Class 54 contains 115184 members 
Mstep: Class 55 contains 35167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697232.000000 Penalty: 128338.117188
Iteration 229Q: 56 clusters Score -1.946972e+08 nChanged 8134
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 196830 members 
Mstep: Class 3 contains 83852 members 
Mstep: Class 4 contains 11957 members 
Mstep: Class 5 contains 9455 members 
Mstep: Class 6 contains 38068 members 
Mstep: Class 7 contains 90691 members 
Mstep: Class 8 contains 15745 members 
Mstep: Class 9 contains 37363 members 
Mstep: Class 10 contains 9113 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8835 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19024 members 
Mstep: Class 16 contains 68836 members 
Mstep: Class 17 contains 116780 members 
Mstep: Class 18 contains 109416 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 68853 members 
Mstep: Class 21 contains 33591 members 
Mstep: Class 22 contains 26281 members 
Mstep: Class 23 contains 12221 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 82895 members 
Mstep: Class 29 contains 6087 members 
Mstep: Class 30 contains 6729 members 
Mstep: Class 31 contains 51780 members 
Mstep: Class 32 contains 5730 members 
Mstep: Class 33 contains 6771 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1558 members 
Mstep: Class 37 contains 60840 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 46862 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 491 members 
Mstep: Class 43 contains 19259 members 
Mstep: Class 44 contains 105090 members 
Mstep: Class 45 contains 51584 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 69957 members 
Mstep: Class 49 contains 13193 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 5007 members 
Mstep: Class 53 contains 48384 members 
Mstep: Class 54 contains 115267 members 
Mstep: Class 55 contains 35206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696704.000000 Penalty: 128338.117188
Iteration 230Q: 56 clusters Score -1.946967e+08 nChanged 8040
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 196829 members 
Mstep: Class 3 contains 83818 members 
Mstep: Class 4 contains 11944 members 
Mstep: Class 5 contains 9188 members 
Mstep: Class 6 contains 38026 members 
Mstep: Class 7 contains 90633 members 
Mstep: Class 8 contains 15703 members 
Mstep: Class 9 contains 37366 members 
Mstep: Class 10 contains 9113 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8834 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19033 members 
Mstep: Class 16 contains 68825 members 
Mstep: Class 17 contains 116642 members 
Mstep: Class 18 contains 109483 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 68597 members 
Mstep: Class 21 contains 33586 members 
Mstep: Class 22 contains 26349 members 
Mstep: Class 23 contains 12193 members 
Mstep: Class 24 contains 3695 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 82612 members 
Mstep: Class 29 contains 6087 members 
Mstep: Class 30 contains 6738 members 
Mstep: Class 31 contains 50983 members 
Mstep: Class 32 contains 5733 members 
Mstep: Class 33 contains 6775 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1558 members 
Mstep: Class 37 contains 61406 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 48254 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 491 members 
Mstep: Class 43 contains 19190 members 
Mstep: Class 44 contains 104735 members 
Mstep: Class 45 contains 51406 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 70281 members 
Mstep: Class 49 contains 13202 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 5003 members 
Mstep: Class 53 contains 48510 members 
Mstep: Class 54 contains 115375 members 
Mstep: Class 55 contains 35224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696400.000000 Penalty: 128338.117188
Iteration 231Q: 56 clusters Score -1.946964e+08 nChanged 8204
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 196837 members 
Mstep: Class 3 contains 83781 members 
Mstep: Class 4 contains 11916 members 
Mstep: Class 5 contains 8978 members 
Mstep: Class 6 contains 37997 members 
Mstep: Class 7 contains 90566 members 
Mstep: Class 8 contains 15661 members 
Mstep: Class 9 contains 37372 members 
Mstep: Class 10 contains 9119 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8835 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19033 members 
Mstep: Class 16 contains 68808 members 
Mstep: Class 17 contains 116492 members 
Mstep: Class 18 contains 109580 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 68299 members 
Mstep: Class 21 contains 33585 members 
Mstep: Class 22 contains 26420 members 
Mstep: Class 23 contains 12168 members 
Mstep: Class 24 contains 3697 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 82297 members 
Mstep: Class 29 contains 6089 members 
Mstep: Class 30 contains 6737 members 
Mstep: Class 31 contains 50155 members 
Mstep: Class 32 contains 5734 members 
Mstep: Class 33 contains 6776 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1558 members 
Mstep: Class 37 contains 62030 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 49729 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 491 members 
Mstep: Class 43 contains 19118 members 
Mstep: Class 44 contains 104356 members 
Mstep: Class 45 contains 51227 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 70580 members 
Mstep: Class 49 contains 13206 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 4996 members 
Mstep: Class 53 contains 48661 members 
Mstep: Class 54 contains 115448 members 
Mstep: Class 55 contains 35241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696320.000000 Penalty: 128338.117188
Iteration 232Q: 56 clusters Score -1.946963e+08 nChanged 8339
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 196847 members 
Mstep: Class 3 contains 83737 members 
Mstep: Class 4 contains 11911 members 
Mstep: Class 5 contains 8748 members 
Mstep: Class 6 contains 37951 members 
Mstep: Class 7 contains 90515 members 
Mstep: Class 8 contains 15626 members 
Mstep: Class 9 contains 37377 members 
Mstep: Class 10 contains 9124 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8834 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19039 members 
Mstep: Class 16 contains 68794 members 
Mstep: Class 17 contains 116388 members 
Mstep: Class 18 contains 109647 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 67968 members 
Mstep: Class 21 contains 33578 members 
Mstep: Class 22 contains 26479 members 
Mstep: Class 23 contains 12132 members 
Mstep: Class 24 contains 3698 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 82000 members 
Mstep: Class 29 contains 6089 members 
Mstep: Class 30 contains 6735 members 
Mstep: Class 31 contains 49339 members 
Mstep: Class 32 contains 5737 members 
Mstep: Class 33 contains 6776 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1558 members 
Mstep: Class 37 contains 62619 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 51374 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 491 members 
Mstep: Class 43 contains 19039 members 
Mstep: Class 44 contains 103963 members 
Mstep: Class 45 contains 51078 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 70749 members 
Mstep: Class 49 contains 13213 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 4998 members 
Mstep: Class 53 contains 48808 members 
Mstep: Class 54 contains 115509 members 
Mstep: Class 55 contains 35252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696672.000000 Penalty: 128338.117188
Iteration 233Q: 56 clusters Score -1.946967e+08 nChanged 8594
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 196844 members 
Mstep: Class 3 contains 83701 members 
Mstep: Class 4 contains 11897 members 
Mstep: Class 5 contains 8517 members 
Mstep: Class 6 contains 37913 members 
Mstep: Class 7 contains 90382 members 
Mstep: Class 8 contains 15601 members 
Mstep: Class 9 contains 37380 members 
Mstep: Class 10 contains 9123 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8832 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19043 members 
Mstep: Class 16 contains 68791 members 
Mstep: Class 17 contains 116350 members 
Mstep: Class 18 contains 109695 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 67657 members 
Mstep: Class 21 contains 33578 members 
Mstep: Class 22 contains 26557 members 
Mstep: Class 23 contains 12095 members 
Mstep: Class 24 contains 3698 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 81704 members 
Mstep: Class 29 contains 6088 members 
Mstep: Class 30 contains 6703 members 
Mstep: Class 31 contains 48603 members 
Mstep: Class 32 contains 5737 members 
Mstep: Class 33 contains 6772 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1559 members 
Mstep: Class 37 contains 63108 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 53015 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 491 members 
Mstep: Class 43 contains 18961 members 
Mstep: Class 44 contains 103545 members 
Mstep: Class 45 contains 50934 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 70967 members 
Mstep: Class 49 contains 13222 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 5004 members 
Mstep: Class 53 contains 48923 members 
Mstep: Class 54 contains 115564 members 
Mstep: Class 55 contains 35269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696720.000000 Penalty: 128338.117188
Iteration 234Q: 56 clusters Score -1.946967e+08 nChanged 8423
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 196826 members 
Mstep: Class 3 contains 83661 members 
Mstep: Class 4 contains 11868 members 
Mstep: Class 5 contains 8293 members 
Mstep: Class 6 contains 37862 members 
Mstep: Class 7 contains 90282 members 
Mstep: Class 8 contains 15573 members 
Mstep: Class 9 contains 37393 members 
Mstep: Class 10 contains 9127 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8831 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19049 members 
Mstep: Class 16 contains 68785 members 
Mstep: Class 17 contains 116283 members 
Mstep: Class 18 contains 109783 members 
Mstep: Class 19 contains 3452 members 
Mstep: Class 20 contains 67393 members 
Mstep: Class 21 contains 33577 members 
Mstep: Class 22 contains 26637 members 
Mstep: Class 23 contains 12057 members 
Mstep: Class 24 contains 3699 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 81443 members 
Mstep: Class 29 contains 6087 members 
Mstep: Class 30 contains 6682 members 
Mstep: Class 31 contains 47867 members 
Mstep: Class 32 contains 5737 members 
Mstep: Class 33 contains 6769 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1559 members 
Mstep: Class 37 contains 63588 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 54634 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 491 members 
Mstep: Class 43 contains 18903 members 
Mstep: Class 44 contains 103019 members 
Mstep: Class 45 contains 50849 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 71179 members 
Mstep: Class 49 contains 13233 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 5002 members 
Mstep: Class 53 contains 49060 members 
Mstep: Class 54 contains 115577 members 
Mstep: Class 55 contains 35276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194695904.000000 Penalty: 128338.117188
Iteration 235Q: 56 clusters Score -1.946959e+08 nChanged 8810
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 196814 members 
Mstep: Class 3 contains 83640 members 
Mstep: Class 4 contains 11847 members 
Mstep: Class 5 contains 8069 members 
Mstep: Class 6 contains 37825 members 
Mstep: Class 7 contains 90202 members 
Mstep: Class 8 contains 15546 members 
Mstep: Class 9 contains 37388 members 
Mstep: Class 10 contains 9123 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8831 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19053 members 
Mstep: Class 16 contains 68777 members 
Mstep: Class 17 contains 116196 members 
Mstep: Class 18 contains 109947 members 
Mstep: Class 19 contains 3453 members 
Mstep: Class 20 contains 67273 members 
Mstep: Class 21 contains 33574 members 
Mstep: Class 22 contains 26681 members 
Mstep: Class 23 contains 12019 members 
Mstep: Class 24 contains 3700 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 81186 members 
Mstep: Class 29 contains 6087 members 
Mstep: Class 30 contains 6649 members 
Mstep: Class 31 contains 47154 members 
Mstep: Class 32 contains 5737 members 
Mstep: Class 33 contains 6775 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1560 members 
Mstep: Class 37 contains 63994 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 56395 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 491 members 
Mstep: Class 43 contains 18858 members 
Mstep: Class 44 contains 102346 members 
Mstep: Class 45 contains 50790 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 71233 members 
Mstep: Class 49 contains 13241 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 5000 members 
Mstep: Class 53 contains 49202 members 
Mstep: Class 54 contains 115574 members 
Mstep: Class 55 contains 35287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194695872.000000 Penalty: 128338.117188
Iteration 236Q: 56 clusters Score -1.946959e+08 nChanged 8808
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 196812 members 
Mstep: Class 3 contains 83607 members 
Mstep: Class 4 contains 11822 members 
Mstep: Class 5 contains 7882 members 
Mstep: Class 6 contains 37785 members 
Mstep: Class 7 contains 90117 members 
Mstep: Class 8 contains 15506 members 
Mstep: Class 9 contains 37387 members 
Mstep: Class 10 contains 9118 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8833 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19058 members 
Mstep: Class 16 contains 68768 members 
Mstep: Class 17 contains 116109 members 
Mstep: Class 18 contains 110032 members 
Mstep: Class 19 contains 3454 members 
Mstep: Class 20 contains 67210 members 
Mstep: Class 21 contains 33573 members 
Mstep: Class 22 contains 26724 members 
Mstep: Class 23 contains 11978 members 
Mstep: Class 24 contains 3699 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 80936 members 
Mstep: Class 29 contains 6087 members 
Mstep: Class 30 contains 6623 members 
Mstep: Class 31 contains 46554 members 
Mstep: Class 32 contains 5739 members 
Mstep: Class 33 contains 6777 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1562 members 
Mstep: Class 37 contains 64370 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 58267 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 491 members 
Mstep: Class 43 contains 18824 members 
Mstep: Class 44 contains 101719 members 
Mstep: Class 45 contains 50766 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 71170 members 
Mstep: Class 49 contains 13248 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 4997 members 
Mstep: Class 53 contains 49205 members 
Mstep: Class 54 contains 115553 members 
Mstep: Class 55 contains 35292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194695824.000000 Penalty: 128338.117188
Iteration 237Q: 56 clusters Score -1.946958e+08 nChanged 8818
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 196826 members 
Mstep: Class 3 contains 83592 members 
Mstep: Class 4 contains 11797 members 
Mstep: Class 5 contains 7715 members 
Mstep: Class 6 contains 37749 members 
Mstep: Class 7 contains 90014 members 
Mstep: Class 8 contains 15462 members 
Mstep: Class 9 contains 37388 members 
Mstep: Class 10 contains 9114 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8834 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19068 members 
Mstep: Class 16 contains 68760 members 
Mstep: Class 17 contains 116049 members 
Mstep: Class 18 contains 110060 members 
Mstep: Class 19 contains 3453 members 
Mstep: Class 20 contains 67009 members 
Mstep: Class 21 contains 33571 members 
Mstep: Class 22 contains 26713 members 
Mstep: Class 23 contains 11950 members 
Mstep: Class 24 contains 3698 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 80694 members 
Mstep: Class 29 contains 6088 members 
Mstep: Class 30 contains 6595 members 
Mstep: Class 31 contains 45944 members 
Mstep: Class 32 contains 5742 members 
Mstep: Class 33 contains 6773 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1561 members 
Mstep: Class 37 contains 64746 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 60254 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 491 members 
Mstep: Class 43 contains 18782 members 
Mstep: Class 44 contains 101179 members 
Mstep: Class 45 contains 50818 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 71073 members 
Mstep: Class 49 contains 13253 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 4990 members 
Mstep: Class 53 contains 49132 members 
Mstep: Class 54 contains 115550 members 
Mstep: Class 55 contains 35286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696448.000000 Penalty: 128338.117188
Iteration 238Q: 56 clusters Score -1.946964e+08 nChanged 9158
Entering ConstructFrom: 
Score: -194696448.000000 Penalty: 128338.117188
Entering ConstructFrom: 
Trying to split cluster 1 (16555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Entering Unmasked Estep 
Score: -1922903.125000 Penalty: 1578.597046
	Iteration 0F: 2 clusters Score -1922903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1911539.875000 Penalty: 3157.194092
	Iteration 0F: 3 clusters Score -1911540 nChanged 7389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1915518.750000 Penalty: 3157.194092
	Iteration 1F: 3 clusters Score -1915519 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1915772.375000 Penalty: 3157.194092
	Iteration 2Q: 3 clusters Score -1915772 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1915987.000000 Penalty: 3157.194092
	Iteration 3Q: 3 clusters Score -1915987 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1916172.875000 Penalty: 3157.194092
	Iteration 4Q: 3 clusters Score -1916173 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1916395.125000 Penalty: 3157.194092
	Iteration 5Q: 3 clusters Score -1916395 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1916669.000000 Penalty: 3157.194092
	Iteration 6Q: 3 clusters Score -1916669 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1917018.125000 Penalty: 3157.194092
	Iteration 7Q: 3 clusters Score -1917018 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1917527.000000 Penalty: 3157.194092
	Iteration 8Q: 3 clusters Score -1917527 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1918201.625000 Penalty: 3157.194092
	Iteration 9F: 3 clusters Score -1918202 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -1919019.125000 Penalty: 3157.194092
	Iteration 10F: 3 clusters Score -1919019 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -1919857.375000 Penalty: 3157.194092
	Iteration 11F: 3 clusters Score -1919857 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -1920482.125000 Penalty: 3157.194092
	Iteration 12Q: 3 clusters Score -1920482 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -1920918.625000 Penalty: 3157.194092
	Iteration 13Q: 3 clusters Score -1920919 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -1921207.250000 Penalty: 3157.194092
	Iteration 14Q: 3 clusters Score -1921207 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -1921369.625000 Penalty: 3157.194092
	Iteration 15Q: 3 clusters Score -1921370 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -1921447.250000 Penalty: 3157.194092
	Iteration 16Q: 3 clusters Score -1921447 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -1921488.500000 Penalty: 3157.194092
	Iteration 17Q: 3 clusters Score -1921488 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -1921516.750000 Penalty: 3157.194092
	Iteration 18Q: 3 clusters Score -1921517 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -1921528.375000 Penalty: 3157.194092
	Iteration 19Q: 3 clusters Score -1921528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -1921541.000000 Penalty: 3157.194092
	Iteration 20F: 3 clusters Score -1921541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -1921548.125000 Penalty: 3157.194092
	Iteration 21Q: 3 clusters Score -1921548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -1921552.875000 Penalty: 3157.194092
	Iteration 22Q: 3 clusters Score -1921553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -1921554.000000 Penalty: 3157.194092
	Iteration 23Q: 3 clusters Score -1921554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -1921559.000000 Penalty: 3157.194092
	Iteration 24Q: 3 clusters Score -1921559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -1921560.000000 Penalty: 3157.194092
	Iteration 25Q: 3 clusters Score -1921560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -1921560.250000 Penalty: 3157.194092
	Iteration 26Q: 3 clusters Score -1921560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -1921561.875000 Penalty: 3157.194092
	Iteration 27Q: 3 clusters Score -1921562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -1921561.875000 Penalty: 3157.194092
	Iteration 28Q: 3 clusters Score -1921562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -1921562.250000 Penalty: 3157.194092
	Iteration 29Q: 3 clusters Score -1921562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -1921562.250000 Penalty: 3157.194092
	Iteration 30F: 3 clusters Score -1921562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (196833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196833 members 
Entering Unmasked Estep 
Score: -22554108.000000 Penalty: 1980.893066
	Iteration 0F: 2 clusters Score -2.255411e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98722 members 
Mstep: Class 2 contains 98111 members 
Entering Unmasked Estep 
Score: -22446256.000000 Penalty: 3961.786133
	Iteration 0F: 3 clusters Score -2.244626e+07 nChanged 94977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105423 members 
Mstep: Class 2 contains 91410 members 
Entering Unmasked Estep 
Score: -22502580.000000 Penalty: 3961.786133
	Iteration 1F: 3 clusters Score -2.250258e+07 nChanged 6791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109288 members 
Mstep: Class 2 contains 87545 members 
Entering Unmasked Estep 
Score: -22504328.000000 Penalty: 3961.786133
	Iteration 2Q: 3 clusters Score -2.250433e+07 nChanged 8430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114834 members 
Mstep: Class 2 contains 81999 members 
Entering Unmasked Estep 
Score: -22506846.000000 Penalty: 3961.786133
	Iteration 3Q: 3 clusters Score -2.250685e+07 nChanged 10478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122104 members 
Mstep: Class 2 contains 74729 members 
Entering Unmasked Estep 
Score: -22511132.000000 Penalty: 3961.786133
	Iteration 4F: 3 clusters Score -2.251113e+07 nChanged 11831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130369 members 
Mstep: Class 2 contains 66464 members 
Entering Unmasked Estep 
Score: -22516930.000000 Penalty: 3961.786133
	Iteration 5F: 3 clusters Score -2.251693e+07 nChanged 12722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137729 members 
Mstep: Class 2 contains 59104 members 
Entering Unmasked Estep 
Score: -22524766.000000 Penalty: 3961.786133
	Iteration 6F: 3 clusters Score -2.252477e+07 nChanged 12679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142188 members 
Mstep: Class 2 contains 54645 members 
Entering Unmasked Estep 
Score: -22532652.000000 Penalty: 3961.786133
	Iteration 7F: 3 clusters Score -2.253265e+07 nChanged 11217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142849 members 
Mstep: Class 2 contains 53984 members 
Entering Unmasked Estep 
Score: -22537816.000000 Penalty: 3961.786133
	Iteration 8F: 3 clusters Score -2.253782e+07 nChanged 7973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141234 members 
Mstep: Class 2 contains 55599 members 
Entering Unmasked Estep 
Score: -22539108.000000 Penalty: 3961.786133
	Iteration 9Q: 3 clusters Score -2.253911e+07 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138841 members 
Mstep: Class 2 contains 57992 members 
Entering Unmasked Estep 
Score: -22539174.000000 Penalty: 3961.786133
	Iteration 10Q: 3 clusters Score -2.253917e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136070 members 
Mstep: Class 2 contains 60763 members 
Entering Unmasked Estep 
Score: -22538938.000000 Penalty: 3961.786133
	Iteration 11Q: 3 clusters Score -2.253894e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132975 members 
Mstep: Class 2 contains 63858 members 
Entering Unmasked Estep 
Score: -22538682.000000 Penalty: 3961.786133
	Iteration 12Q: 3 clusters Score -2.253868e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129612 members 
Mstep: Class 2 contains 67221 members 
Entering Unmasked Estep 
Score: -22538564.000000 Penalty: 3961.786133
	Iteration 13Q: 3 clusters Score -2.253856e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125903 members 
Mstep: Class 2 contains 70930 members 
Entering Unmasked Estep 
Score: -22538508.000000 Penalty: 3961.786133
	Iteration 14Q: 3 clusters Score -2.253851e+07 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121779 members 
Mstep: Class 2 contains 75054 members 
Entering Unmasked Estep 
Score: -22538714.000000 Penalty: 3961.786133
	Iteration 15Q: 3 clusters Score -2.253871e+07 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117399 members 
Mstep: Class 2 contains 79434 members 
Entering Unmasked Estep 
Score: -22539068.000000 Penalty: 3961.786133
	Iteration 16Q: 3 clusters Score -2.253907e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112676 members 
Mstep: Class 2 contains 84157 members 
Entering Unmasked Estep 
Score: -22539648.000000 Penalty: 3961.786133
	Iteration 17Q: 3 clusters Score -2.253965e+07 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108041 members 
Mstep: Class 2 contains 88792 members 
Entering Unmasked Estep 
Score: -22540162.000000 Penalty: 3961.786133
	Iteration 18Q: 3 clusters Score -2.254016e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103859 members 
Mstep: Class 2 contains 92974 members 
Entering Unmasked Estep 
Score: -22540750.000000 Penalty: 3961.786133
	Iteration 19Q: 3 clusters Score -2.254075e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100159 members 
Mstep: Class 2 contains 96674 members 
Entering Unmasked Estep 
Score: -22541622.000000 Penalty: 3961.786133
	Iteration 20F: 3 clusters Score -2.254162e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97127 members 
Mstep: Class 2 contains 99706 members 
Entering Unmasked Estep 
Score: -22542278.000000 Penalty: 3961.786133
	Iteration 21Q: 3 clusters Score -2.254228e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94498 members 
Mstep: Class 2 contains 102335 members 
Entering Unmasked Estep 
Score: -22542722.000000 Penalty: 3961.786133
	Iteration 22Q: 3 clusters Score -2.254272e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92459 members 
Mstep: Class 2 contains 104374 members 
Entering Unmasked Estep 
Score: -22543058.000000 Penalty: 3961.786133
	Iteration 23Q: 3 clusters Score -2.254306e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91081 members 
Mstep: Class 2 contains 105752 members 
Entering Unmasked Estep 
Score: -22543206.000000 Penalty: 3961.786133
	Iteration 24Q: 3 clusters Score -2.254321e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90091 members 
Mstep: Class 2 contains 106742 members 
Entering Unmasked Estep 
Score: -22543280.000000 Penalty: 3961.786133
	Iteration 25Q: 3 clusters Score -2.254328e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89427 members 
Mstep: Class 2 contains 107406 members 
Entering Unmasked Estep 
Score: -22543392.000000 Penalty: 3961.786133
	Iteration 26Q: 3 clusters Score -2.254339e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88903 members 
Mstep: Class 2 contains 107930 members 
Entering Unmasked Estep 
Score: -22543546.000000 Penalty: 3961.786133
	Iteration 27Q: 3 clusters Score -2.254355e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88498 members 
Mstep: Class 2 contains 108335 members 
Entering Unmasked Estep 
Score: -22543716.000000 Penalty: 3961.786133
	Iteration 28Q: 3 clusters Score -2.254372e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88180 members 
Mstep: Class 2 contains 108653 members 
Entering Unmasked Estep 
Score: -22543972.000000 Penalty: 3961.786133
	Iteration 29Q: 3 clusters Score -2.254397e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87964 members 
Mstep: Class 2 contains 108869 members 
Entering Unmasked Estep 
Score: -22544066.000000 Penalty: 3961.786133
	Iteration 30Q: 3 clusters Score -2.254407e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87828 members 
Mstep: Class 2 contains 109005 members 
Entering Unmasked Estep 
Score: -22544158.000000 Penalty: 3961.786133
	Iteration 31Q: 3 clusters Score -2.254416e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87761 members 
Mstep: Class 2 contains 109072 members 
Entering Unmasked Estep 
Score: -22544246.000000 Penalty: 3961.786133
	Iteration 32Q: 3 clusters Score -2.254425e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87760 members 
Mstep: Class 2 contains 109073 members 
Entering Unmasked Estep 
Score: -22544314.000000 Penalty: 3961.786133
	Iteration 33Q: 3 clusters Score -2.254431e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87780 members 
Mstep: Class 2 contains 109053 members 
Entering Unmasked Estep 
Score: -22544534.000000 Penalty: 3961.786133
	Iteration 34Q: 3 clusters Score -2.254453e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87808 members 
Mstep: Class 2 contains 109025 members 
Entering Unmasked Estep 
Score: -22544556.000000 Penalty: 3961.786133
	Iteration 35Q: 3 clusters Score -2.254456e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87834 members 
Mstep: Class 2 contains 108999 members 
Entering Unmasked Estep 
Score: -22544610.000000 Penalty: 3961.786133
	Iteration 36Q: 3 clusters Score -2.254461e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87893 members 
Mstep: Class 2 contains 108940 members 
Entering Unmasked Estep 
Score: -22544748.000000 Penalty: 3961.786133
	Iteration 37Q: 3 clusters Score -2.254475e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87980 members 
Mstep: Class 2 contains 108853 members 
Entering Unmasked Estep 
Score: -22544824.000000 Penalty: 3961.786133
	Iteration 38Q: 3 clusters Score -2.254482e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88182 members 
Mstep: Class 2 contains 108651 members 
Entering Unmasked Estep 
Score: -22544906.000000 Penalty: 3961.786133
	Iteration 39Q: 3 clusters Score -2.254491e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88379 members 
Mstep: Class 2 contains 108454 members 
Entering Unmasked Estep 
Score: -22545160.000000 Penalty: 3961.786133
	Iteration 40F: 3 clusters Score -2.254516e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88562 members 
Mstep: Class 2 contains 108271 members 
Entering Unmasked Estep 
Score: -22545184.000000 Penalty: 3961.786133
	Iteration 41Q: 3 clusters Score -2.254518e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88748 members 
Mstep: Class 2 contains 108085 members 
Entering Unmasked Estep 
Score: -22545290.000000 Penalty: 3961.786133
	Iteration 42Q: 3 clusters Score -2.254529e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88967 members 
Mstep: Class 2 contains 107866 members 
Entering Unmasked Estep 
Score: -22545396.000000 Penalty: 3961.786133
	Iteration 43Q: 3 clusters Score -2.25454e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89161 members 
Mstep: Class 2 contains 107672 members 
Entering Unmasked Estep 
Score: -22545480.000000 Penalty: 3961.786133
	Iteration 44Q: 3 clusters Score -2.254548e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89361 members 
Mstep: Class 2 contains 107472 members 
Entering Unmasked Estep 
Score: -22545508.000000 Penalty: 3961.786133
	Iteration 45Q: 3 clusters Score -2.254551e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89580 members 
Mstep: Class 2 contains 107253 members 
Entering Unmasked Estep 
Score: -22545530.000000 Penalty: 3961.786133
	Iteration 46Q: 3 clusters Score -2.254553e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89730 members 
Mstep: Class 2 contains 107103 members 
Entering Unmasked Estep 
Score: -22545674.000000 Penalty: 3961.786133
	Iteration 47Q: 3 clusters Score -2.254567e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89826 members 
Mstep: Class 2 contains 107007 members 
Entering Unmasked Estep 
Score: -22545714.000000 Penalty: 3961.786133
	Iteration 48Q: 3 clusters Score -2.254571e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89849 members 
Mstep: Class 2 contains 106984 members 
Entering Unmasked Estep 
Score: -22545790.000000 Penalty: 3961.786133
	Iteration 49Q: 3 clusters Score -2.254579e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89890 members 
Mstep: Class 2 contains 106943 members 
Entering Unmasked Estep 
Score: -22545830.000000 Penalty: 3961.786133
	Iteration 50Q: 3 clusters Score -2.254583e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89961 members 
Mstep: Class 2 contains 106872 members 
Entering Unmasked Estep 
Score: -22545988.000000 Penalty: 3961.786133
	Iteration 51Q: 3 clusters Score -2.254599e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90040 members 
Mstep: Class 2 contains 106793 members 
Entering Unmasked Estep 
Score: -22546026.000000 Penalty: 3961.786133
	Iteration 52Q: 3 clusters Score -2.254603e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90144 members 
Mstep: Class 2 contains 106689 members 
Entering Unmasked Estep 
Score: -22545978.000000 Penalty: 3961.786133
	Iteration 53Q: 3 clusters Score -2.254598e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90182 members 
Mstep: Class 2 contains 106651 members 
Entering Unmasked Estep 
Score: -22545982.000000 Penalty: 3961.786133
	Iteration 54Q: 3 clusters Score -2.254598e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90216 members 
Mstep: Class 2 contains 106617 members 
Entering Unmasked Estep 
Score: -22546034.000000 Penalty: 3961.786133
	Iteration 55Q: 3 clusters Score -2.254603e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90296 members 
Mstep: Class 2 contains 106537 members 
Entering Unmasked Estep 
Score: -22546082.000000 Penalty: 3961.786133
	Iteration 56Q: 3 clusters Score -2.254608e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90359 members 
Mstep: Class 2 contains 106474 members 
Entering Unmasked Estep 
Score: -22546084.000000 Penalty: 3961.786133
	Iteration 57Q: 3 clusters Score -2.254608e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90398 members 
Mstep: Class 2 contains 106435 members 
Entering Unmasked Estep 
Score: -22546044.000000 Penalty: 3961.786133
	Iteration 58Q: 3 clusters Score -2.254604e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90398 members 
Mstep: Class 2 contains 106435 members 
Entering Unmasked Estep 
Score: -22546022.000000 Penalty: 3961.786133
	Iteration 59Q: 3 clusters Score -2.254602e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90364 members 
Mstep: Class 2 contains 106469 members 
Entering Unmasked Estep 
Score: -22546018.000000 Penalty: 3961.786133
	Iteration 60F: 3 clusters Score -2.254602e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90340 members 
Mstep: Class 2 contains 106493 members 
Entering Unmasked Estep 
Score: -22546036.000000 Penalty: 3961.786133
	Iteration 61Q: 3 clusters Score -2.254604e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90297 members 
Mstep: Class 2 contains 106536 members 
Entering Unmasked Estep 
Score: -22546040.000000 Penalty: 3961.786133
	Iteration 62Q: 3 clusters Score -2.254604e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90274 members 
Mstep: Class 2 contains 106559 members 
Entering Unmasked Estep 
Score: -22546018.000000 Penalty: 3961.786133
	Iteration 63Q: 3 clusters Score -2.254602e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90244 members 
Mstep: Class 2 contains 106589 members 
Entering Unmasked Estep 
Score: -22546090.000000 Penalty: 3961.786133
	Iteration 64Q: 3 clusters Score -2.254609e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90247 members 
Mstep: Class 2 contains 106586 members 
Entering Unmasked Estep 
Score: -22546138.000000 Penalty: 3961.786133
	Iteration 65Q: 3 clusters Score -2.254614e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90261 members 
Mstep: Class 2 contains 106572 members 
Entering Unmasked Estep 
Score: -22546154.000000 Penalty: 3961.786133
	Iteration 66Q: 3 clusters Score -2.254615e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90257 members 
Mstep: Class 2 contains 106576 members 
Entering Unmasked Estep 
Score: -22546162.000000 Penalty: 3961.786133
	Iteration 67Q: 3 clusters Score -2.254616e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90254 members 
Mstep: Class 2 contains 106579 members 
Entering Unmasked Estep 
Score: -22546140.000000 Penalty: 3961.786133
	Iteration 68Q: 3 clusters Score -2.254614e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90258 members 
Mstep: Class 2 contains 106575 members 
Entering Unmasked Estep 
Score: -22546154.000000 Penalty: 3961.786133
	Iteration 69Q: 3 clusters Score -2.254615e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90242 members 
Mstep: Class 2 contains 106591 members 
Entering Unmasked Estep 
Score: -22546182.000000 Penalty: 3961.786133
	Iteration 70Q: 3 clusters Score -2.254618e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90234 members 
Mstep: Class 2 contains 106599 members 
Entering Unmasked Estep 
Score: -22546172.000000 Penalty: 3961.786133
	Iteration 71Q: 3 clusters Score -2.254617e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90242 members 
Mstep: Class 2 contains 106591 members 
Entering Unmasked Estep 
Score: -22546188.000000 Penalty: 3961.786133
	Iteration 72Q: 3 clusters Score -2.254619e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90249 members 
Mstep: Class 2 contains 106584 members 
Entering Unmasked Estep 
Score: -22546220.000000 Penalty: 3961.786133
	Iteration 73Q: 3 clusters Score -2.254622e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90244 members 
Mstep: Class 2 contains 106589 members 
Entering Unmasked Estep 
Score: -22546226.000000 Penalty: 3961.786133
	Iteration 74Q: 3 clusters Score -2.254623e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90250 members 
Mstep: Class 2 contains 106583 members 
Entering Unmasked Estep 
Score: -22546250.000000 Penalty: 3961.786133
	Iteration 75Q: 3 clusters Score -2.254625e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90263 members 
Mstep: Class 2 contains 106570 members 
Entering Unmasked Estep 
Score: -22546318.000000 Penalty: 3961.786133
	Iteration 76Q: 3 clusters Score -2.254632e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90272 members 
Mstep: Class 2 contains 106561 members 
Entering Unmasked Estep 
Score: -22546386.000000 Penalty: 3961.786133
	Iteration 77Q: 3 clusters Score -2.254639e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90287 members 
Mstep: Class 2 contains 106546 members 
Entering Unmasked Estep 
Score: -22546300.000000 Penalty: 3961.786133
	Iteration 78Q: 3 clusters Score -2.25463e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90281 members 
Mstep: Class 2 contains 106552 members 
Entering Unmasked Estep 
Score: -22546326.000000 Penalty: 3961.786133
	Iteration 79Q: 3 clusters Score -2.254633e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90284 members 
Mstep: Class 2 contains 106549 members 
Entering Unmasked Estep 
Score: -22546296.000000 Penalty: 3961.786133
	Iteration 80F: 3 clusters Score -2.25463e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90262 members 
Mstep: Class 2 contains 106571 members 
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	Iteration 81Q: 3 clusters Score -2.254629e+07 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90238 members 
Mstep: Class 2 contains 106595 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2.254631e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90216 members 
Mstep: Class 2 contains 106617 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2.25463e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90207 members 
Mstep: Class 2 contains 106626 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2.254629e+07 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90205 members 
Mstep: Class 2 contains 106628 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2.25463e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90204 members 
Mstep: Class 2 contains 106629 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2.25463e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90186 members 
Mstep: Class 2 contains 106647 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2.254628e+07 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90184 members 
Mstep: Class 2 contains 106649 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2.254629e+07 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90190 members 
Mstep: Class 2 contains 106643 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2.254628e+07 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90195 members 
Mstep: Class 2 contains 106638 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2.254631e+07 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90199 members 
Mstep: Class 2 contains 106634 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2.254631e+07 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90190 members 
Mstep: Class 2 contains 106643 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2.254629e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90201 members 
Mstep: Class 2 contains 106632 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2.254633e+07 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90200 members 
Mstep: Class 2 contains 106633 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2.254636e+07 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90184 members 
Mstep: Class 2 contains 106649 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2.254638e+07 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90188 members 
Mstep: Class 2 contains 106645 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2.254636e+07 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90165 members 
Mstep: Class 2 contains 106668 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2.25464e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90119 members 
Mstep: Class 2 contains 106714 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2.254642e+07 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90071 members 
Mstep: Class 2 contains 106762 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2.254643e+07 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90039 members 
Mstep: Class 2 contains 106794 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2.254646e+07 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 90006 members 
Mstep: Class 2 contains 106827 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2.254649e+07 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89973 members 
Mstep: Class 2 contains 106860 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2.254645e+07 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89976 members 
Mstep: Class 2 contains 106857 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2.254646e+07 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 2 contains 106853 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2.254647e+07 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 2 contains 106851 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2.254645e+07 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89989 members 
Mstep: Class 2 contains 106844 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2.254649e+07 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 2 contains 106843 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2.254652e+07 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 2 contains 106862 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2.254656e+07 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89958 members 
Mstep: Class 2 contains 106875 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2.254654e+07 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 2 contains 106880 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2.254653e+07 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89945 members 
Mstep: Class 2 contains 106888 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2.254655e+07 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89922 members 
Mstep: Class 2 contains 106911 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2.254654e+07 nChanged 106
Entering Unmasked Mstep 
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	Iteration 113Q: 3 clusters Score -2.254649e+07 nChanged 94
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2.254649e+07 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89806 members 
Mstep: Class 2 contains 107027 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2.254647e+07 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 2 contains 107070 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2.254649e+07 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 2 contains 107109 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2.254647e+07 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 2 contains 107138 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2.254649e+07 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 2 contains 107182 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2.254647e+07 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89602 members 
Mstep: Class 2 contains 107231 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2.254646e+07 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89552 members 
Mstep: Class 2 contains 107281 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2.254649e+07 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89515 members 
Mstep: Class 2 contains 107318 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2.254648e+07 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89467 members 
Mstep: Class 2 contains 107366 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2.254653e+07 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89410 members 
Mstep: Class 2 contains 107423 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2.254654e+07 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89356 members 
Mstep: Class 2 contains 107477 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2.254656e+07 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89325 members 
Mstep: Class 2 contains 107508 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2.254655e+07 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89302 members 
Mstep: Class 2 contains 107531 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2.254655e+07 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89259 members 
Mstep: Class 2 contains 107574 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2.254659e+07 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89222 members 
Mstep: Class 2 contains 107611 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2.254657e+07 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89170 members 
Mstep: Class 2 contains 107663 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2.254659e+07 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89126 members 
Mstep: Class 2 contains 107707 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2.254655e+07 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 2 contains 107756 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2.254657e+07 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 89039 members 
Mstep: Class 2 contains 107794 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2.254658e+07 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88999 members 
Mstep: Class 2 contains 107834 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2.254661e+07 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 2 contains 107859 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2.254662e+07 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 2 contains 107888 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2.254664e+07 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 2 contains 107906 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2.254662e+07 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88906 members 
Mstep: Class 2 contains 107927 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2.254662e+07 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88896 members 
Mstep: Class 2 contains 107937 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2.254663e+07 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88890 members 
Mstep: Class 2 contains 107943 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2.254664e+07 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88890 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2.254664e+07 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88891 members 
Mstep: Class 2 contains 107942 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2.254663e+07 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88885 members 
Mstep: Class 2 contains 107948 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2.254664e+07 nChanged 51
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2.254663e+07 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88887 members 
Mstep: Class 2 contains 107946 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2.254664e+07 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 2 contains 107948 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2.254664e+07 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 2 contains 107954 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2.254665e+07 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 2 contains 107972 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2.254664e+07 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 2 contains 107990 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2.254665e+07 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 2 contains 108003 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2.254666e+07 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 2 contains 108019 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2.25467e+07 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 2 contains 108030 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2.254669e+07 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 2 contains 108051 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2.254671e+07 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 2 contains 108061 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2.254675e+07 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 2 contains 108072 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2.254675e+07 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 2 contains 108078 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2.254674e+07 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 2 contains 108081 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2.254675e+07 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 2 contains 108083 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2.254675e+07 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 2 contains 108076 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2.254675e+07 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 2 contains 108065 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -2.254673e+07 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 2 contains 108067 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2.254674e+07 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 2 contains 108063 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2.254674e+07 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 2 contains 108062 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -2.254674e+07 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 2 contains 108052 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -2.254678e+07 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 2 contains 108044 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -2.254678e+07 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 2 contains 108042 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -2.25468e+07 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88797 members 
Mstep: Class 2 contains 108036 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -2.254679e+07 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88803 members 
Mstep: Class 2 contains 108030 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -2.25468e+07 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 88810 members 
Mstep: Class 2 contains 108023 members 
Entering Unmasked Estep 
Score: -22546786.000000 Penalty: 3961.786133
	Iteration 169Q: 3 clusters Score -2.254679e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88811 members 
Mstep: Class 2 contains 108022 members 
Entering Unmasked Estep 
Score: -22546786.000000 Penalty: 3961.786133
	Iteration 170Q: 3 clusters Score -2.254679e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88808 members 
Mstep: Class 2 contains 108025 members 
Entering Unmasked Estep 
Score: -22546814.000000 Penalty: 3961.786133
	Iteration 171Q: 3 clusters Score -2.254681e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88793 members 
Mstep: Class 2 contains 108040 members 
Entering Unmasked Estep 
Score: -22546796.000000 Penalty: 3961.786133
	Iteration 172Q: 3 clusters Score -2.25468e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88780 members 
Mstep: Class 2 contains 108053 members 
Entering Unmasked Estep 
Score: -22546808.000000 Penalty: 3961.786133
	Iteration 173Q: 3 clusters Score -2.254681e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88764 members 
Mstep: Class 2 contains 108069 members 
Entering Unmasked Estep 
Score: -22546794.000000 Penalty: 3961.786133
	Iteration 174Q: 3 clusters Score -2.254679e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88746 members 
Mstep: Class 2 contains 108087 members 
Entering Unmasked Estep 
Score: -22546792.000000 Penalty: 3961.786133
	Iteration 175Q: 3 clusters Score -2.254679e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88718 members 
Mstep: Class 2 contains 108115 members 
Entering Unmasked Estep 
Score: -22546810.000000 Penalty: 3961.786133
	Iteration 176Q: 3 clusters Score -2.254681e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88707 members 
Mstep: Class 2 contains 108126 members 
Entering Unmasked Estep 
Score: -22546824.000000 Penalty: 3961.786133
	Iteration 177Q: 3 clusters Score -2.254682e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88681 members 
Mstep: Class 2 contains 108152 members 
Entering Unmasked Estep 
Score: -22546840.000000 Penalty: 3961.786133
	Iteration 178Q: 3 clusters Score -2.254684e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88654 members 
Mstep: Class 2 contains 108179 members 
Entering Unmasked Estep 
Score: -22546820.000000 Penalty: 3961.786133
	Iteration 179Q: 3 clusters Score -2.254682e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88622 members 
Mstep: Class 2 contains 108211 members 
Entering Unmasked Estep 
Score: -22546848.000000 Penalty: 3961.786133
	Iteration 180F: 3 clusters Score -2.254685e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88593 members 
Mstep: Class 2 contains 108240 members 
Entering Unmasked Estep 
Score: -22546862.000000 Penalty: 3961.786133
	Iteration 181Q: 3 clusters Score -2.254686e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88571 members 
Mstep: Class 2 contains 108262 members 
Entering Unmasked Estep 
Score: -22546860.000000 Penalty: 3961.786133
	Iteration 182Q: 3 clusters Score -2.254686e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88563 members 
Mstep: Class 2 contains 108270 members 
Entering Unmasked Estep 
Score: -22546856.000000 Penalty: 3961.786133
	Iteration 183Q: 3 clusters Score -2.254686e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88551 members 
Mstep: Class 2 contains 108282 members 
Entering Unmasked Estep 
Score: -22546874.000000 Penalty: 3961.786133
	Iteration 184Q: 3 clusters Score -2.254687e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88534 members 
Mstep: Class 2 contains 108299 members 
Entering Unmasked Estep 
Score: -22546870.000000 Penalty: 3961.786133
	Iteration 185Q: 3 clusters Score -2.254687e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88536 members 
Mstep: Class 2 contains 108297 members 
Entering Unmasked Estep 
Score: -22546876.000000 Penalty: 3961.786133
	Iteration 186Q: 3 clusters Score -2.254688e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88542 members 
Mstep: Class 2 contains 108291 members 
Entering Unmasked Estep 
Score: -22546900.000000 Penalty: 3961.786133
	Iteration 187Q: 3 clusters Score -2.25469e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88533 members 
Mstep: Class 2 contains 108300 members 
Entering Unmasked Estep 
Score: -22546898.000000 Penalty: 3961.786133
	Iteration 188Q: 3 clusters Score -2.25469e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88526 members 
Mstep: Class 2 contains 108307 members 
Entering Unmasked Estep 
Score: -22546906.000000 Penalty: 3961.786133
	Iteration 189Q: 3 clusters Score -2.254691e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88515 members 
Mstep: Class 2 contains 108318 members 
Entering Unmasked Estep 
Score: -22546892.000000 Penalty: 3961.786133
	Iteration 190Q: 3 clusters Score -2.254689e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88507 members 
Mstep: Class 2 contains 108326 members 
Entering Unmasked Estep 
Score: -22546904.000000 Penalty: 3961.786133
	Iteration 191Q: 3 clusters Score -2.25469e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88489 members 
Mstep: Class 2 contains 108344 members 
Entering Unmasked Estep 
Score: -22546894.000000 Penalty: 3961.786133
	Iteration 192Q: 3 clusters Score -2.254689e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88461 members 
Mstep: Class 2 contains 108372 members 
Entering Unmasked Estep 
Score: -22546928.000000 Penalty: 3961.786133
	Iteration 193Q: 3 clusters Score -2.254693e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88435 members 
Mstep: Class 2 contains 108398 members 
Entering Unmasked Estep 
Score: -22546912.000000 Penalty: 3961.786133
	Iteration 194Q: 3 clusters Score -2.254691e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88416 members 
Mstep: Class 2 contains 108417 members 
Entering Unmasked Estep 
Score: -22546924.000000 Penalty: 3961.786133
	Iteration 195Q: 3 clusters Score -2.254692e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88402 members 
Mstep: Class 2 contains 108431 members 
Entering Unmasked Estep 
Score: -22546908.000000 Penalty: 3961.786133
	Iteration 196Q: 3 clusters Score -2.254691e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88389 members 
Mstep: Class 2 contains 108444 members 
Entering Unmasked Estep 
Score: -22546914.000000 Penalty: 3961.786133
	Iteration 197Q: 3 clusters Score -2.254691e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88372 members 
Mstep: Class 2 contains 108461 members 
Entering Unmasked Estep 
Score: -22546932.000000 Penalty: 3961.786133
	Iteration 198Q: 3 clusters Score -2.254693e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88360 members 
Mstep: Class 2 contains 108473 members 
Entering Unmasked Estep 
Score: -22546928.000000 Penalty: 3961.786133
	Iteration 199Q: 3 clusters Score -2.254693e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88338 members 
Mstep: Class 2 contains 108495 members 
Entering Unmasked Estep 
Score: -22546966.000000 Penalty: 3961.786133
	Iteration 200F: 3 clusters Score -2.254697e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88293 members 
Mstep: Class 2 contains 108540 members 
Entering Unmasked Estep 
Score: -22547000.000000 Penalty: 3961.786133
	Iteration 201Q: 3 clusters Score -2.2547e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88263 members 
Mstep: Class 2 contains 108570 members 
Entering Unmasked Estep 
Score: -22547022.000000 Penalty: 3961.786133
	Iteration 202Q: 3 clusters Score -2.254702e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88246 members 
Mstep: Class 2 contains 108587 members 
Entering Unmasked Estep 
Score: -22547050.000000 Penalty: 3961.786133
	Iteration 203Q: 3 clusters Score -2.254705e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88228 members 
Mstep: Class 2 contains 108605 members 
Entering Unmasked Estep 
Score: -22547026.000000 Penalty: 3961.786133
	Iteration 204Q: 3 clusters Score -2.254703e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88222 members 
Mstep: Class 2 contains 108611 members 
Entering Unmasked Estep 
Score: -22547012.000000 Penalty: 3961.786133
	Iteration 205Q: 3 clusters Score -2.254701e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88190 members 
Mstep: Class 2 contains 108643 members 
Entering Unmasked Estep 
Score: -22547062.000000 Penalty: 3961.786133
	Iteration 206Q: 3 clusters Score -2.254706e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88156 members 
Mstep: Class 2 contains 108677 members 
Entering Unmasked Estep 
Score: -22547036.000000 Penalty: 3961.786133
	Iteration 207Q: 3 clusters Score -2.254704e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88110 members 
Mstep: Class 2 contains 108723 members 
Entering Unmasked Estep 
Score: -22547076.000000 Penalty: 3961.786133
	Iteration 208Q: 3 clusters Score -2.254708e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88083 members 
Mstep: Class 2 contains 108750 members 
Entering Unmasked Estep 
Score: -22547088.000000 Penalty: 3961.786133
	Iteration 209Q: 3 clusters Score -2.254709e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88053 members 
Mstep: Class 2 contains 108780 members 
Entering Unmasked Estep 
Score: -22547052.000000 Penalty: 3961.786133
	Iteration 210Q: 3 clusters Score -2.254705e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88011 members 
Mstep: Class 2 contains 108822 members 
Entering Unmasked Estep 
Score: -22547070.000000 Penalty: 3961.786133
	Iteration 211Q: 3 clusters Score -2.254707e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87988 members 
Mstep: Class 2 contains 108845 members 
Entering Unmasked Estep 
Score: -22547090.000000 Penalty: 3961.786133
	Iteration 212Q: 3 clusters Score -2.254709e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87941 members 
Mstep: Class 2 contains 108892 members 
Entering Unmasked Estep 
Score: -22547120.000000 Penalty: 3961.786133
	Iteration 213Q: 3 clusters Score -2.254712e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87893 members 
Mstep: Class 2 contains 108940 members 
Entering Unmasked Estep 
Score: -22547126.000000 Penalty: 3961.786133
	Iteration 214Q: 3 clusters Score -2.254713e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87848 members 
Mstep: Class 2 contains 108985 members 
Entering Unmasked Estep 
Score: -22547150.000000 Penalty: 3961.786133
	Iteration 215Q: 3 clusters Score -2.254715e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87785 members 
Mstep: Class 2 contains 109048 members 
Entering Unmasked Estep 
Score: -22547186.000000 Penalty: 3961.786133
	Iteration 216Q: 3 clusters Score -2.254719e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87727 members 
Mstep: Class 2 contains 109106 members 
Entering Unmasked Estep 
Score: -22547186.000000 Penalty: 3961.786133
	Iteration 217Q: 3 clusters Score -2.254719e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87651 members 
Mstep: Class 2 contains 109182 members 
Entering Unmasked Estep 
Score: -22547222.000000 Penalty: 3961.786133
	Iteration 218Q: 3 clusters Score -2.254722e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87566 members 
Mstep: Class 2 contains 109267 members 
Entering Unmasked Estep 
Score: -22547264.000000 Penalty: 3961.786133
	Iteration 219Q: 3 clusters Score -2.254726e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87473 members 
Mstep: Class 2 contains 109360 members 
Entering Unmasked Estep 
Score: -22547316.000000 Penalty: 3961.786133
	Iteration 220F: 3 clusters Score -2.254732e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87378 members 
Mstep: Class 2 contains 109455 members 
Entering Unmasked Estep 
Score: -22547334.000000 Penalty: 3961.786133
	Iteration 221Q: 3 clusters Score -2.254733e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87280 members 
Mstep: Class 2 contains 109553 members 
Entering Unmasked Estep 
Score: -22547332.000000 Penalty: 3961.786133
	Iteration 222Q: 3 clusters Score -2.254733e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87192 members 
Mstep: Class 2 contains 109641 members 
Entering Unmasked Estep 
Score: -22547320.000000 Penalty: 3961.786133
	Iteration 223Q: 3 clusters Score -2.254732e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87067 members 
Mstep: Class 2 contains 109766 members 
Entering Unmasked Estep 
Score: -22547358.000000 Penalty: 3961.786133
	Iteration 224Q: 3 clusters Score -2.254736e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86984 members 
Mstep: Class 2 contains 109849 members 
Entering Unmasked Estep 
Score: -22547364.000000 Penalty: 3961.786133
	Iteration 225Q: 3 clusters Score -2.254736e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86879 members 
Mstep: Class 2 contains 109954 members 
Entering Unmasked Estep 
Score: -22547364.000000 Penalty: 3961.786133
	Iteration 226Q: 3 clusters Score -2.254736e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86780 members 
Mstep: Class 2 contains 110053 members 
Entering Unmasked Estep 
Score: -22547428.000000 Penalty: 3961.786133
	Iteration 227Q: 3 clusters Score -2.254743e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86667 members 
Mstep: Class 2 contains 110166 members 
Entering Unmasked Estep 
Score: -22547418.000000 Penalty: 3961.786133
	Iteration 228Q: 3 clusters Score -2.254742e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86565 members 
Mstep: Class 2 contains 110268 members 
Entering Unmasked Estep 
Score: -22547412.000000 Penalty: 3961.786133
	Iteration 229Q: 3 clusters Score -2.254741e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86457 members 
Mstep: Class 2 contains 110376 members 
Entering Unmasked Estep 
Score: -22547442.000000 Penalty: 3961.786133
	Iteration 230Q: 3 clusters Score -2.254744e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86356 members 
Mstep: Class 2 contains 110477 members 
Entering Unmasked Estep 
Score: -22547462.000000 Penalty: 3961.786133
	Iteration 231Q: 3 clusters Score -2.254746e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86244 members 
Mstep: Class 2 contains 110589 members 
Entering Unmasked Estep 
Score: -22547432.000000 Penalty: 3961.786133
	Iteration 232Q: 3 clusters Score -2.254743e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86131 members 
Mstep: Class 2 contains 110702 members 
Entering Unmasked Estep 
Score: -22547482.000000 Penalty: 3961.786133
	Iteration 233Q: 3 clusters Score -2.254748e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86023 members 
Mstep: Class 2 contains 110810 members 
Entering Unmasked Estep 
Score: -22547566.000000 Penalty: 3961.786133
	Iteration 234Q: 3 clusters Score -2.254757e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85902 members 
Mstep: Class 2 contains 110931 members 
Entering Unmasked Estep 
Score: -22547584.000000 Penalty: 3961.786133
	Iteration 235Q: 3 clusters Score -2.254758e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85809 members 
Mstep: Class 2 contains 111024 members 
Entering Unmasked Estep 
Score: -22547562.000000 Penalty: 3961.786133
	Iteration 236Q: 3 clusters Score -2.254756e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85705 members 
Mstep: Class 2 contains 111128 members 
Entering Unmasked Estep 
Score: -22547568.000000 Penalty: 3961.786133
	Iteration 237Q: 3 clusters Score -2.254757e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85600 members 
Mstep: Class 2 contains 111233 members 
Entering Unmasked Estep 
Score: -22547584.000000 Penalty: 3961.786133
	Iteration 238Q: 3 clusters Score -2.254758e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85472 members 
Mstep: Class 2 contains 111361 members 
Entering Unmasked Estep 
Score: -22547566.000000 Penalty: 3961.786133
	Iteration 239Q: 3 clusters Score -2.254757e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85337 members 
Mstep: Class 2 contains 111496 members 
Entering Unmasked Estep 
Score: -22547590.000000 Penalty: 3961.786133
	Iteration 240F: 3 clusters Score -2.254759e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85182 members 
Mstep: Class 2 contains 111651 members 
Entering Unmasked Estep 
Score: -22547622.000000 Penalty: 3961.786133
	Iteration 241Q: 3 clusters Score -2.254762e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85019 members 
Mstep: Class 2 contains 111814 members 
Entering Unmasked Estep 
Score: -22547698.000000 Penalty: 3961.786133
	Iteration 242Q: 3 clusters Score -2.25477e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84843 members 
Mstep: Class 2 contains 111990 members 
Entering Unmasked Estep 
Score: -22547764.000000 Penalty: 3961.786133
	Iteration 243Q: 3 clusters Score -2.254776e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84669 members 
Mstep: Class 2 contains 112164 members 
Entering Unmasked Estep 
Score: -22547844.000000 Penalty: 3961.786133
	Iteration 244Q: 3 clusters Score -2.254784e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84476 members 
Mstep: Class 2 contains 112357 members 
Entering Unmasked Estep 
Score: -22547866.000000 Penalty: 3961.786133
	Iteration 245Q: 3 clusters Score -2.254787e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84295 members 
Mstep: Class 2 contains 112538 members 
Entering Unmasked Estep 
Score: -22547864.000000 Penalty: 3961.786133
	Iteration 246Q: 3 clusters Score -2.254786e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84084 members 
Mstep: Class 2 contains 112749 members 
Entering Unmasked Estep 
Score: -22547858.000000 Penalty: 3961.786133
	Iteration 247Q: 3 clusters Score -2.254786e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83882 members 
Mstep: Class 2 contains 112951 members 
Entering Unmasked Estep 
Score: -22547872.000000 Penalty: 3961.786133
	Iteration 248Q: 3 clusters Score -2.254787e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83734 members 
Mstep: Class 2 contains 113099 members 
Entering Unmasked Estep 
Score: -22547882.000000 Penalty: 3961.786133
	Iteration 249Q: 3 clusters Score -2.254788e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83544 members 
Mstep: Class 2 contains 113289 members 
Entering Unmasked Estep 
Score: -22547890.000000 Penalty: 3961.786133
	Iteration 250Q: 3 clusters Score -2.254789e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83351 members 
Mstep: Class 2 contains 113482 members 
Entering Unmasked Estep 
Score: -22547912.000000 Penalty: 3961.786133
	Iteration 251Q: 3 clusters Score -2.254791e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83182 members 
Mstep: Class 2 contains 113651 members 
Entering Unmasked Estep 
Score: -22547924.000000 Penalty: 3961.786133
	Iteration 252Q: 3 clusters Score -2.254792e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83016 members 
Mstep: Class 2 contains 113817 members 
Entering Unmasked Estep 
Score: -22548014.000000 Penalty: 3961.786133
	Iteration 253Q: 3 clusters Score -2.254801e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82812 members 
Mstep: Class 2 contains 114021 members 
Entering Unmasked Estep 
Score: -22548018.000000 Penalty: 3961.786133
	Iteration 254Q: 3 clusters Score -2.254802e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82603 members 
Mstep: Class 2 contains 114230 members 
Entering Unmasked Estep 
Score: -22548062.000000 Penalty: 3961.786133
	Iteration 255Q: 3 clusters Score -2.254806e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82373 members 
Mstep: Class 2 contains 114460 members 
Entering Unmasked Estep 
Score: -22548124.000000 Penalty: 3961.786133
	Iteration 256Q: 3 clusters Score -2.254812e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82119 members 
Mstep: Class 2 contains 114714 members 
Entering Unmasked Estep 
Score: -22548172.000000 Penalty: 3961.786133
	Iteration 257Q: 3 clusters Score -2.254817e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81846 members 
Mstep: Class 2 contains 114987 members 
Entering Unmasked Estep 
Score: -22548248.000000 Penalty: 3961.786133
	Iteration 258Q: 3 clusters Score -2.254825e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81561 members 
Mstep: Class 2 contains 115272 members 
Entering Unmasked Estep 
Score: -22548258.000000 Penalty: 3961.786133
	Iteration 259Q: 3 clusters Score -2.254826e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81278 members 
Mstep: Class 2 contains 115555 members 
Entering Unmasked Estep 
Score: -22548248.000000 Penalty: 3961.786133
	Iteration 260F: 3 clusters Score -2.254825e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81002 members 
Mstep: Class 2 contains 115831 members 
Entering Unmasked Estep 
Score: -22548320.000000 Penalty: 3961.786133
	Iteration 261Q: 3 clusters Score -2.254832e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80777 members 
Mstep: Class 2 contains 116056 members 
Entering Unmasked Estep 
Score: -22548358.000000 Penalty: 3961.786133
	Iteration 262Q: 3 clusters Score -2.254836e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80520 members 
Mstep: Class 2 contains 116313 members 
Entering Unmasked Estep 
Score: -22548468.000000 Penalty: 3961.786133
	Iteration 263Q: 3 clusters Score -2.254847e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80228 members 
Mstep: Class 2 contains 116605 members 
Entering Unmasked Estep 
Score: -22548514.000000 Penalty: 3961.786133
	Iteration 264Q: 3 clusters Score -2.254851e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79859 members 
Mstep: Class 2 contains 116974 members 
Entering Unmasked Estep 
Score: -22548566.000000 Penalty: 3961.786133
	Iteration 265Q: 3 clusters Score -2.254857e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79468 members 
Mstep: Class 2 contains 117365 members 
Entering Unmasked Estep 
Score: -22548542.000000 Penalty: 3961.786133
	Iteration 266Q: 3 clusters Score -2.254854e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78983 members 
Mstep: Class 2 contains 117850 members 
Entering Unmasked Estep 
Score: -22548676.000000 Penalty: 3961.786133
	Iteration 267Q: 3 clusters Score -2.254868e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78446 members 
Mstep: Class 2 contains 118387 members 
Entering Unmasked Estep 
Score: -22548736.000000 Penalty: 3961.786133
	Iteration 268Q: 3 clusters Score -2.254874e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77849 members 
Mstep: Class 2 contains 118984 members 
Entering Unmasked Estep 
Score: -22548840.000000 Penalty: 3961.786133
	Iteration 269Q: 3 clusters Score -2.254884e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77280 members 
Mstep: Class 2 contains 119553 members 
Entering Unmasked Estep 
Score: -22548904.000000 Penalty: 3961.786133
	Iteration 270Q: 3 clusters Score -2.25489e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76648 members 
Mstep: Class 2 contains 120185 members 
Entering Unmasked Estep 
Score: -22548990.000000 Penalty: 3961.786133
	Iteration 271Q: 3 clusters Score -2.254899e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75995 members 
Mstep: Class 2 contains 120838 members 
Entering Unmasked Estep 
Score: -22549094.000000 Penalty: 3961.786133
	Iteration 272Q: 3 clusters Score -2.254909e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75328 members 
Mstep: Class 2 contains 121505 members 
Entering Unmasked Estep 
Score: -22549202.000000 Penalty: 3961.786133
	Iteration 273Q: 3 clusters Score -2.25492e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74595 members 
Mstep: Class 2 contains 122238 members 
Entering Unmasked Estep 
Score: -22549262.000000 Penalty: 3961.786133
	Iteration 274Q: 3 clusters Score -2.254926e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73751 members 
Mstep: Class 2 contains 123082 members 
Entering Unmasked Estep 
Score: -22549282.000000 Penalty: 3961.786133
	Iteration 275Q: 3 clusters Score -2.254928e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72829 members 
Mstep: Class 2 contains 124004 members 
Entering Unmasked Estep 
Score: -22549408.000000 Penalty: 3961.786133
	Iteration 276Q: 3 clusters Score -2.254941e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71850 members 
Mstep: Class 2 contains 124983 members 
Entering Unmasked Estep 
Score: -22549498.000000 Penalty: 3961.786133
	Iteration 277Q: 3 clusters Score -2.25495e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70772 members 
Mstep: Class 2 contains 126061 members 
Entering Unmasked Estep 
Score: -22549592.000000 Penalty: 3961.786133
	Iteration 278Q: 3 clusters Score -2.254959e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69557 members 
Mstep: Class 2 contains 127276 members 
Entering Unmasked Estep 
Score: -22549774.000000 Penalty: 3961.786133
	Iteration 279Q: 3 clusters Score -2.254977e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68235 members 
Mstep: Class 2 contains 128598 members 
Entering Unmasked Estep 
Score: -22549982.000000 Penalty: 3961.786133
	Iteration 280F: 3 clusters Score -2.254998e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66796 members 
Mstep: Class 2 contains 130037 members 
Entering Unmasked Estep 
Score: -22550246.000000 Penalty: 3961.786133
	Iteration 281Q: 3 clusters Score -2.255025e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65186 members 
Mstep: Class 2 contains 131647 members 
Entering Unmasked Estep 
Score: -22550368.000000 Penalty: 3961.786133
	Iteration 282Q: 3 clusters Score -2.255037e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63455 members 
Mstep: Class 2 contains 133378 members 
Entering Unmasked Estep 
Score: -22550484.000000 Penalty: 3961.786133
	Iteration 283Q: 3 clusters Score -2.255048e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61608 members 
Mstep: Class 2 contains 135225 members 
Entering Unmasked Estep 
Score: -22550674.000000 Penalty: 3961.786133
	Iteration 284Q: 3 clusters Score -2.255067e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59588 members 
Mstep: Class 2 contains 137245 members 
Entering Unmasked Estep 
Score: -22550948.000000 Penalty: 3961.786133
	Iteration 285Q: 3 clusters Score -2.255095e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57415 members 
Mstep: Class 2 contains 139418 members 
Entering Unmasked Estep 
Score: -22551128.000000 Penalty: 3961.786133
	Iteration 286Q: 3 clusters Score -2.255113e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55166 members 
Mstep: Class 2 contains 141667 members 
Entering Unmasked Estep 
Score: -22551338.000000 Penalty: 3961.786133
	Iteration 287Q: 3 clusters Score -2.255134e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52789 members 
Mstep: Class 2 contains 144044 members 
Entering Unmasked Estep 
Score: -22551714.000000 Penalty: 3961.786133
	Iteration 288Q: 3 clusters Score -2.255171e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50305 members 
Mstep: Class 2 contains 146528 members 
Entering Unmasked Estep 
Score: -22551940.000000 Penalty: 3961.786133
	Iteration 289Q: 3 clusters Score -2.255194e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47739 members 
Mstep: Class 2 contains 149094 members 
Entering Unmasked Estep 
Score: -22552306.000000 Penalty: 3961.786133
	Iteration 290Q: 3 clusters Score -2.255231e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45085 members 
Mstep: Class 2 contains 151748 members 
Entering Unmasked Estep 
Score: -22552844.000000 Penalty: 3961.786133
	Iteration 291Q: 3 clusters Score -2.255284e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42260 members 
Mstep: Class 2 contains 154573 members 
Entering Unmasked Estep 
Score: -22553124.000000 Penalty: 3961.786133
	Iteration 292Q: 3 clusters Score -2.255312e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39346 members 
Mstep: Class 2 contains 157487 members 
Entering Unmasked Estep 
Score: -22553598.000000 Penalty: 3961.786133
	Iteration 293Q: 3 clusters Score -2.25536e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36393 members 
Mstep: Class 2 contains 160440 members 
Entering Unmasked Estep 
Score: -22554146.000000 Penalty: 3961.786133
	Iteration 294Q: 3 clusters Score -2.255415e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33382 members 
Mstep: Class 2 contains 163451 members 
Entering Unmasked Estep 
Score: -22554666.000000 Penalty: 3961.786133
	Iteration 295Q: 3 clusters Score -2.255467e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 166533 members 
Entering Unmasked Estep 
Score: -22554904.000000 Penalty: 3961.786133
	Iteration 296Q: 3 clusters Score -2.25549e+07 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 169726 members 
Entering Unmasked Estep 
Score: -22555076.000000 Penalty: 3961.786133
	Iteration 297Q: 3 clusters Score -2.255508e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 172939 members 
Entering Unmasked Estep 
Score: -22555316.000000 Penalty: 3961.786133
	Iteration 298Q: 3 clusters Score -2.255532e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 176094 members 
Entering Unmasked Estep 
Score: -22555512.000000 Penalty: 3961.786133
	Iteration 299Q: 3 clusters Score -2.255551e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 179119 members 
Entering Unmasked Estep 
Score: -22555314.000000 Penalty: 3961.786133
	Iteration 300F: 3 clusters Score -2.255531e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 181819 members 
Entering Unmasked Estep 
Score: -22555244.000000 Penalty: 3961.786133
	Iteration 301Q: 3 clusters Score -2.255524e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 184168 members 
Entering Unmasked Estep 
Score: -22555582.000000 Penalty: 3961.786133
	Iteration 302Q: 3 clusters Score -2.255558e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 186391 members 
Entering Unmasked Estep 
Score: -22555640.000000 Penalty: 3961.786133
	Iteration 303Q: 3 clusters Score -2.255564e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 188387 members 
Entering Unmasked Estep 
Score: -22555536.000000 Penalty: 3961.786133
	Iteration 304Q: 3 clusters Score -2.255554e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 190149 members 
Entering Unmasked Estep 
Score: -22555038.000000 Penalty: 3961.786133
	Iteration 305Q: 3 clusters Score -2.255504e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 191514 members 
Entering Unmasked Estep 
Score: -22554648.000000 Penalty: 3961.786133
	Iteration 306Q: 3 clusters Score -2.255465e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 192554 members 
Entering Unmasked Estep 
Score: -22554324.000000 Penalty: 3961.786133
	Iteration 307Q: 3 clusters Score -2.255432e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 193335 members 
Entering Unmasked Estep 
Score: -22554168.000000 Penalty: 3961.786133
	Iteration 308Q: 3 clusters Score -2.255417e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 193904 members 
Entering Unmasked Estep 
Score: -22554038.000000 Penalty: 3961.786133
	Iteration 309Q: 3 clusters Score -2.255404e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 194336 members 
Entering Unmasked Estep 
Score: -22553992.000000 Penalty: 3961.786133
	Iteration 310Q: 3 clusters Score -2.255399e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 194643 members 
Entering Unmasked Estep 
Score: -22553924.000000 Penalty: 3961.786133
	Iteration 311Q: 3 clusters Score -2.255392e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 194858 members 
Entering Unmasked Estep 
Score: -22553818.000000 Penalty: 3961.786133
	Iteration 312Q: 3 clusters Score -2.255382e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 194997 members 
Entering Unmasked Estep 
Score: -22553748.000000 Penalty: 3961.786133
	Iteration 313Q: 3 clusters Score -2.255375e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 195114 members 
Entering Unmasked Estep 
Score: -22553750.000000 Penalty: 3961.786133
	Iteration 314Q: 3 clusters Score -2.255375e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 195206 members 
Entering Unmasked Estep 
Score: -22553774.000000 Penalty: 3961.786133
	Iteration 315Q: 3 clusters Score -2.255377e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 195276 members 
Entering Unmasked Estep 
Score: -22553714.000000 Penalty: 3961.786133
	Iteration 316Q: 3 clusters Score -2.255371e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 195336 members 
Entering Unmasked Estep 
Score: -22553672.000000 Penalty: 3961.786133
	Iteration 317Q: 3 clusters Score -2.255367e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 195381 members 
Entering Unmasked Estep 
Score: -22553650.000000 Penalty: 3961.786133
	Iteration 318Q: 3 clusters Score -2.255365e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 195431 members 
Entering Unmasked Estep 
Score: -22553642.000000 Penalty: 3961.786133
	Iteration 319Q: 3 clusters Score -2.255364e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 195466 members 
Entering Unmasked Estep 
Score: -22553624.000000 Penalty: 3961.786133
	Iteration 320F: 3 clusters Score -2.255362e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 195504 members 
Entering Unmasked Estep 
Score: -22553624.000000 Penalty: 3961.786133
	Iteration 321Q: 3 clusters Score -2.255362e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 195534 members 
Entering Unmasked Estep 
Score: -22553644.000000 Penalty: 3961.786133
	Iteration 322Q: 3 clusters Score -2.255364e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 195564 members 
Entering Unmasked Estep 
Score: -22553616.000000 Penalty: 3961.786133
	Iteration 323Q: 3 clusters Score -2.255362e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 195589 members 
Entering Unmasked Estep 
Score: -22553636.000000 Penalty: 3961.786133
	Iteration 324Q: 3 clusters Score -2.255364e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 195598 members 
Entering Unmasked Estep 
Score: -22553634.000000 Penalty: 3961.786133
	Iteration 325Q: 3 clusters Score -2.255363e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 195613 members 
Entering Unmasked Estep 
Score: -22553596.000000 Penalty: 3961.786133
	Iteration 326Q: 3 clusters Score -2.25536e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 195620 members 
Entering Unmasked Estep 
Score: -22553604.000000 Penalty: 3961.786133
	Iteration 327Q: 3 clusters Score -2.25536e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 195631 members 
Entering Unmasked Estep 
Score: -22553570.000000 Penalty: 3961.786133
	Iteration 328Q: 3 clusters Score -2.255357e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 195644 members 
Entering Unmasked Estep 
Score: -22553584.000000 Penalty: 3961.786133
	Iteration 329Q: 3 clusters Score -2.255358e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 195656 members 
Entering Unmasked Estep 
Score: -22553594.000000 Penalty: 3961.786133
	Iteration 330Q: 3 clusters Score -2.255359e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 195668 members 
Entering Unmasked Estep 
Score: -22553574.000000 Penalty: 3961.786133
	Iteration 331Q: 3 clusters Score -2.255357e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 195677 members 
Entering Unmasked Estep 
Score: -22553570.000000 Penalty: 3961.786133
	Iteration 332Q: 3 clusters Score -2.255357e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 195684 members 
Entering Unmasked Estep 
Score: -22553576.000000 Penalty: 3961.786133
	Iteration 333Q: 3 clusters Score -2.255358e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 195684 members 
Entering Unmasked Estep 
Score: -22553556.000000 Penalty: 3961.786133
	Iteration 334Q: 3 clusters Score -2.255356e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 195687 members 
Entering Unmasked Estep 
Score: -22553582.000000 Penalty: 3961.786133
	Iteration 335Q: 3 clusters Score -2.255358e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 195686 members 
Entering Unmasked Estep 
Score: -22553570.000000 Penalty: 3961.786133
	Iteration 336Q: 3 clusters Score -2.255357e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 195686 members 
Entering Unmasked Estep 
Score: -22553570.000000 Penalty: 3961.786133
	Iteration 337Q: 3 clusters Score -2.255357e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 195683 members 
Entering Unmasked Estep 
Score: -22553568.000000 Penalty: 3961.786133
	Iteration 338Q: 3 clusters Score -2.255357e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 195687 members 
Entering Unmasked Estep 
Score: -22553572.000000 Penalty: 3961.786133
	Iteration 339Q: 3 clusters Score -2.255357e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 195693 members 
Entering Unmasked Estep 
Score: -22553564.000000 Penalty: 3961.786133
	Iteration 340F: 3 clusters Score -2.255356e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 195697 members 
Entering Unmasked Estep 
Score: -22553566.000000 Penalty: 3961.786133
	Iteration 341Q: 3 clusters Score -2.255357e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 195703 members 
Entering Unmasked Estep 
Score: -22553564.000000 Penalty: 3961.786133
	Iteration 342Q: 3 clusters Score -2.255356e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 195701 members 
Entering Unmasked Estep 
Score: -22553564.000000 Penalty: 3961.786133
	Iteration 343Q: 3 clusters Score -2.255356e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 195704 members 
Entering Unmasked Estep 
Score: -22553574.000000 Penalty: 3961.786133
	Iteration 344Q: 3 clusters Score -2.255357e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 195705 members 
Entering Unmasked Estep 
Score: -22553564.000000 Penalty: 3961.786133
	Iteration 345Q: 3 clusters Score -2.255356e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 195708 members 
Entering Unmasked Estep 
Score: -22553556.000000 Penalty: 3961.786133
	Iteration 346Q: 3 clusters Score -2.255356e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 195711 members 
Entering Unmasked Estep 
Score: -22553566.000000 Penalty: 3961.786133
	Iteration 347Q: 3 clusters Score -2.255357e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 195714 members 
Entering Unmasked Estep 
Score: -22553576.000000 Penalty: 3961.786133
	Iteration 348Q: 3 clusters Score -2.255358e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 195721 members 
Entering Unmasked Estep 
Score: -22553568.000000 Penalty: 3961.786133
	Iteration 349Q: 3 clusters Score -2.255357e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 195722 members 
Entering Unmasked Estep 
Score: -22553550.000000 Penalty: 3961.786133
	Iteration 350Q: 3 clusters Score -2.255355e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 195723 members 
Entering Unmasked Estep 
Score: -22553546.000000 Penalty: 3961.786133
	Iteration 351Q: 3 clusters Score -2.255355e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 195725 members 
Entering Unmasked Estep 
Score: -22553560.000000 Penalty: 3961.786133
	Iteration 352Q: 3 clusters Score -2.255356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 195726 members 
Entering Unmasked Estep 
Score: -22553554.000000 Penalty: 3961.786133
	Iteration 353Q: 3 clusters Score -2.255355e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 195727 members 
Entering Unmasked Estep 
Score: -22553550.000000 Penalty: 3961.786133
	Iteration 354Q: 3 clusters Score -2.255355e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 195727 members 
Entering Unmasked Estep 
Score: -22553550.000000 Penalty: 3961.786133
	Iteration 355F: 3 clusters Score -2.255355e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (83561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83561 members 
Entering Unmasked Estep 
Score: -9945014.000000 Penalty: 1841.666504
	Iteration 0F: 2 clusters Score -9945014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41712 members 
Mstep: Class 2 contains 41849 members 
Entering Unmasked Estep 
Score: -9889265.000000 Penalty: 3683.333008
	Iteration 0F: 3 clusters Score -9889265 nChanged 39817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40405 members 
Mstep: Class 2 contains 43156 members 
Entering Unmasked Estep 
Score: -9912208.000000 Penalty: 3683.333008
	Iteration 1F: 3 clusters Score -9912208 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39435 members 
Mstep: Class 2 contains 44126 members 
Entering Unmasked Estep 
Score: -9913179.000000 Penalty: 3683.333008
	Iteration 2Q: 3 clusters Score -9913179 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38157 members 
Mstep: Class 2 contains 45404 members 
Entering Unmasked Estep 
Score: -9914319.000000 Penalty: 3683.333008
	Iteration 3Q: 3 clusters Score -9914319 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36505 members 
Mstep: Class 2 contains 47056 members 
Entering Unmasked Estep 
Score: -9915878.000000 Penalty: 3683.333008
	Iteration 4Q: 3 clusters Score -9915878 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34374 members 
Mstep: Class 2 contains 49187 members 
Entering Unmasked Estep 
Score: -9917783.000000 Penalty: 3683.333008
	Iteration 5Q: 3 clusters Score -9917783 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31760 members 
Mstep: Class 2 contains 51801 members 
Entering Unmasked Estep 
Score: -9919975.000000 Penalty: 3683.333008
	Iteration 6F: 3 clusters Score -9919975 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 55014 members 
Entering Unmasked Estep 
Score: -9922655.000000 Penalty: 3683.333008
	Iteration 7F: 3 clusters Score -9922655 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 58720 members 
Entering Unmasked Estep 
Score: -9925476.000000 Penalty: 3683.333008
	Iteration 8F: 3 clusters Score -9925476 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 62666 members 
Entering Unmasked Estep 
Score: -9928389.000000 Penalty: 3683.333008
	Iteration 9F: 3 clusters Score -9928389 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 66618 members 
Entering Unmasked Estep 
Score: -9931333.000000 Penalty: 3683.333008
	Iteration 10F: 3 clusters Score -9931333 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 70297 members 
Entering Unmasked Estep 
Score: -9934018.000000 Penalty: 3683.333008
	Iteration 11Q: 3 clusters Score -9934018 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 73515 members 
Entering Unmasked Estep 
Score: -9936528.000000 Penalty: 3683.333008
	Iteration 12Q: 3 clusters Score -9936528 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 76148 members 
Entering Unmasked Estep 
Score: -9938502.000000 Penalty: 3683.333008
	Iteration 13Q: 3 clusters Score -9938502 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 78157 members 
Entering Unmasked Estep 
Score: -9939943.000000 Penalty: 3683.333008
	Iteration 14Q: 3 clusters Score -9939943 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 79689 members 
Entering Unmasked Estep 
Score: -9941092.000000 Penalty: 3683.333008
	Iteration 15Q: 3 clusters Score -9941092 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 80791 members 
Entering Unmasked Estep 
Score: -9941843.000000 Penalty: 3683.333008
	Iteration 16Q: 3 clusters Score -9941843 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 81508 members 
Entering Unmasked Estep 
Score: -9942277.000000 Penalty: 3683.333008
	Iteration 17Q: 3 clusters Score -9942277 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 82036 members 
Entering Unmasked Estep 
Score: -9942628.000000 Penalty: 3683.333008
	Iteration 18Q: 3 clusters Score -9942628 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 82385 members 
Entering Unmasked Estep 
Score: -9942856.000000 Penalty: 3683.333008
	Iteration 19Q: 3 clusters Score -9942856 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 82615 members 
Entering Unmasked Estep 
Score: -9942982.000000 Penalty: 3683.333008
	Iteration 20F: 3 clusters Score -9942982 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 82751 members 
Entering Unmasked Estep 
Score: -9943098.000000 Penalty: 3683.333008
	Iteration 21Q: 3 clusters Score -9943098 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 82848 members 
Entering Unmasked Estep 
Score: -9943187.000000 Penalty: 3683.333008
	Iteration 22Q: 3 clusters Score -9943187 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 82920 members 
Entering Unmasked Estep 
Score: -9943234.000000 Penalty: 3683.333008
	Iteration 23Q: 3 clusters Score -9943234 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 82971 members 
Entering Unmasked Estep 
Score: -9943291.000000 Penalty: 3683.333008
	Iteration 24Q: 3 clusters Score -9943291 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 83008 members 
Entering Unmasked Estep 
Score: -9943314.000000 Penalty: 3683.333008
	Iteration 25Q: 3 clusters Score -9943314 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 83027 members 
Entering Unmasked Estep 
Score: -9943336.000000 Penalty: 3683.333008
	Iteration 26Q: 3 clusters Score -9943336 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 83049 members 
Entering Unmasked Estep 
Score: -9943357.000000 Penalty: 3683.333008
	Iteration 27Q: 3 clusters Score -9943357 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 83061 members 
Entering Unmasked Estep 
Score: -9943362.000000 Penalty: 3683.333008
	Iteration 28Q: 3 clusters Score -9943362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 83069 members 
Entering Unmasked Estep 
Score: -9943364.000000 Penalty: 3683.333008
	Iteration 29Q: 3 clusters Score -9943364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 83078 members 
Entering Unmasked Estep 
Score: -9943371.000000 Penalty: 3683.333008
	Iteration 30Q: 3 clusters Score -9943371 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 83085 members 
Entering Unmasked Estep 
Score: -9943375.000000 Penalty: 3683.333008
	Iteration 31Q: 3 clusters Score -9943375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 83092 members 
Entering Unmasked Estep 
Score: -9943377.000000 Penalty: 3683.333008
	Iteration 32Q: 3 clusters Score -9943377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 83100 members 
Entering Unmasked Estep 
Score: -9943380.000000 Penalty: 3683.333008
	Iteration 33Q: 3 clusters Score -9943380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 83109 members 
Entering Unmasked Estep 
Score: -9943383.000000 Penalty: 3683.333008
	Iteration 34Q: 3 clusters Score -9943383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 83113 members 
Entering Unmasked Estep 
Score: -9943400.000000 Penalty: 3683.333008
	Iteration 35Q: 3 clusters Score -9943400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 83119 members 
Entering Unmasked Estep 
Score: -9943406.000000 Penalty: 3683.333008
	Iteration 36Q: 3 clusters Score -9943406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 83123 members 
Entering Unmasked Estep 
Score: -9943419.000000 Penalty: 3683.333008
	Iteration 37Q: 3 clusters Score -9943419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 83128 members 
Entering Unmasked Estep 
Score: -9943419.000000 Penalty: 3683.333008
	Iteration 38Q: 3 clusters Score -9943419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 83130 members 
Entering Unmasked Estep 
Score: -9943421.000000 Penalty: 3683.333008
	Iteration 39Q: 3 clusters Score -9943421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 83130 members 
Entering Unmasked Estep 
Score: -9943421.000000 Penalty: 3683.333008
	Iteration 40F: 3 clusters Score -9943421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Entering Unmasked Estep 
Score: -1362884.625000 Penalty: 1522.996948
	Iteration 0F: 2 clusters Score -1362885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1354540.625000 Penalty: 3045.993896
	Iteration 0F: 3 clusters Score -1354541 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1357266.000000 Penalty: 3045.993896
	Iteration 1F: 3 clusters Score -1357266 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1357494.125000 Penalty: 3045.993896
	Iteration 2F: 3 clusters Score -1357494 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1357670.500000 Penalty: 3045.993896
	Iteration 3Q: 3 clusters Score -1357670 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1357825.375000 Penalty: 3045.993896
	Iteration 4Q: 3 clusters Score -1357825 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1357948.375000 Penalty: 3045.993896
	Iteration 5Q: 3 clusters Score -1357948 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1358065.250000 Penalty: 3045.993896
	Iteration 6Q: 3 clusters Score -1358065 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1358202.250000 Penalty: 3045.993896
	Iteration 7Q: 3 clusters Score -1358202 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1358358.250000 Penalty: 3045.993896
	Iteration 8Q: 3 clusters Score -1358358 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1358530.000000 Penalty: 3045.993896
	Iteration 9Q: 3 clusters Score -1358530 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1358752.000000 Penalty: 3045.993896
	Iteration 10Q: 3 clusters Score -1358752 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1359009.875000 Penalty: 3045.993896
	Iteration 11Q: 3 clusters Score -1359010 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1359237.875000 Penalty: 3045.993896
	Iteration 12Q: 3 clusters Score -1359238 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1359454.250000 Penalty: 3045.993896
	Iteration 13Q: 3 clusters Score -1359454 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1359689.125000 Penalty: 3045.993896
	Iteration 14Q: 3 clusters Score -1359689 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1359914.875000 Penalty: 3045.993896
	Iteration 15Q: 3 clusters Score -1359915 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1360136.375000 Penalty: 3045.993896
	Iteration 16Q: 3 clusters Score -1360136 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1360333.250000 Penalty: 3045.993896
	Iteration 17Q: 3 clusters Score -1360333 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1360496.875000 Penalty: 3045.993896
	Iteration 18Q: 3 clusters Score -1360497 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1360651.375000 Penalty: 3045.993896
	Iteration 19Q: 3 clusters Score -1360651 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1360770.500000 Penalty: 3045.993896
	Iteration 20F: 3 clusters Score -1360770 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1360882.375000 Penalty: 3045.993896
	Iteration 21Q: 3 clusters Score -1360882 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1360985.250000 Penalty: 3045.993896
	Iteration 22Q: 3 clusters Score -1360985 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1361093.500000 Penalty: 3045.993896
	Iteration 23Q: 3 clusters Score -1361094 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1361182.500000 Penalty: 3045.993896
	Iteration 24Q: 3 clusters Score -1361182 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1361250.000000 Penalty: 3045.993896
	Iteration 25Q: 3 clusters Score -1361250 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1361322.250000 Penalty: 3045.993896
	Iteration 26Q: 3 clusters Score -1361322 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1361372.750000 Penalty: 3045.993896
	Iteration 27Q: 3 clusters Score -1361373 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1361424.125000 Penalty: 3045.993896
	Iteration 28Q: 3 clusters Score -1361424 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1361458.625000 Penalty: 3045.993896
	Iteration 29Q: 3 clusters Score -1361459 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1361494.500000 Penalty: 3045.993896
	Iteration 30Q: 3 clusters Score -1361494 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1361509.375000 Penalty: 3045.993896
	Iteration 31Q: 3 clusters Score -1361509 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1361523.750000 Penalty: 3045.993896
	Iteration 32Q: 3 clusters Score -1361524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1361528.500000 Penalty: 3045.993896
	Iteration 33Q: 3 clusters Score -1361528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1361532.625000 Penalty: 3045.993896
	Iteration 34Q: 3 clusters Score -1361533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1361536.250000 Penalty: 3045.993896
	Iteration 35Q: 3 clusters Score -1361536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1361540.500000 Penalty: 3045.993896
	Iteration 36Q: 3 clusters Score -1361540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1361547.250000 Penalty: 3045.993896
	Iteration 37Q: 3 clusters Score -1361547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1361555.125000 Penalty: 3045.993896
	Iteration 38Q: 3 clusters Score -1361555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1361566.375000 Penalty: 3045.993896
	Iteration 39Q: 3 clusters Score -1361566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1361572.625000 Penalty: 3045.993896
	Iteration 40F: 3 clusters Score -1361573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1361578.750000 Penalty: 3045.993896
	Iteration 41Q: 3 clusters Score -1361579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1361583.250000 Penalty: 3045.993896
	Iteration 42Q: 3 clusters Score -1361583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1361587.250000 Penalty: 3045.993896
	Iteration 43Q: 3 clusters Score -1361587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1361593.000000 Penalty: 3045.993896
	Iteration 44Q: 3 clusters Score -1361593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1361597.625000 Penalty: 3045.993896
	Iteration 45Q: 3 clusters Score -1361598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1361598.250000 Penalty: 3045.993896
	Iteration 46Q: 3 clusters Score -1361598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1361597.625000 Penalty: 3045.993896
	Iteration 47Q: 3 clusters Score -1361598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1361597.625000 Penalty: 3045.993896
	Iteration 48F: 3 clusters Score -1361598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Entering Unmasked Estep 
Score: -912191.312500 Penalty: 1450.947144
	Iteration 0F: 2 clusters Score -912191.3 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 3817 members 
Entering Unmasked Estep 
Score: -906627.625000 Penalty: 2901.894287
	Iteration 0F: 3 clusters Score -906627.6 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -908304.687500 Penalty: 2901.894287
	Iteration 1F: 3 clusters Score -908304.7 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -908505.812500 Penalty: 2901.894287
	Iteration 2F: 3 clusters Score -908505.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -908635.750000 Penalty: 2901.894287
	Iteration 3Q: 3 clusters Score -908635.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -908727.500000 Penalty: 2901.894287
	Iteration 4Q: 3 clusters Score -908727.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -908789.625000 Penalty: 2901.894287
	Iteration 5Q: 3 clusters Score -908789.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -908833.062500 Penalty: 2901.894287
	Iteration 6Q: 3 clusters Score -908833.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -908865.812500 Penalty: 2901.894287
	Iteration 7Q: 3 clusters Score -908865.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -908897.750000 Penalty: 2901.894287
	Iteration 8Q: 3 clusters Score -908897.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -908927.187500 Penalty: 2901.894287
	Iteration 9Q: 3 clusters Score -908927.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -908958.562500 Penalty: 2901.894287
	Iteration 10Q: 3 clusters Score -908958.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -908999.562500 Penalty: 2901.894287
	Iteration 11Q: 3 clusters Score -908999.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -909040.000000 Penalty: 2901.894287
	Iteration 12Q: 3 clusters Score -909040 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -909097.687500 Penalty: 2901.894287
	Iteration 13Q: 3 clusters Score -909097.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -909171.000000 Penalty: 2901.894287
	Iteration 14Q: 3 clusters Score -909171 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -909256.062500 Penalty: 2901.894287
	Iteration 15Q: 3 clusters Score -909256.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -909394.437500 Penalty: 2901.894287
	Iteration 16Q: 3 clusters Score -909394.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -909575.625000 Penalty: 2901.894287
	Iteration 17Q: 3 clusters Score -909575.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -909752.812500 Penalty: 2901.894287
	Iteration 18Q: 3 clusters Score -909752.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -909901.812500 Penalty: 2901.894287
	Iteration 19Q: 3 clusters Score -909901.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -910056.750000 Penalty: 2901.894287
	Iteration 20F: 3 clusters Score -910056.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -910191.625000 Penalty: 2901.894287
	Iteration 21Q: 3 clusters Score -910191.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -910270.812500 Penalty: 2901.894287
	Iteration 22Q: 3 clusters Score -910270.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -910341.125000 Penalty: 2901.894287
	Iteration 23Q: 3 clusters Score -910341.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -910422.687500 Penalty: 2901.894287
	Iteration 24Q: 3 clusters Score -910422.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -910480.125000 Penalty: 2901.894287
	Iteration 25Q: 3 clusters Score -910480.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -910527.375000 Penalty: 2901.894287
	Iteration 26Q: 3 clusters Score -910527.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -910541.687500 Penalty: 2901.894287
	Iteration 27Q: 3 clusters Score -910541.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -910559.312500 Penalty: 2901.894287
	Iteration 28Q: 3 clusters Score -910559.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -910577.437500 Penalty: 2901.894287
	Iteration 29Q: 3 clusters Score -910577.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -910592.125000 Penalty: 2901.894287
	Iteration 30Q: 3 clusters Score -910592.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -910613.625000 Penalty: 2901.894287
	Iteration 31Q: 3 clusters Score -910613.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -910624.125000 Penalty: 2901.894287
	Iteration 32Q: 3 clusters Score -910624.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -910640.750000 Penalty: 2901.894287
	Iteration 33Q: 3 clusters Score -910640.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -910659.812500 Penalty: 2901.894287
	Iteration 34Q: 3 clusters Score -910659.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -910676.562500 Penalty: 2901.894287
	Iteration 35Q: 3 clusters Score -910676.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -910701.187500 Penalty: 2901.894287
	Iteration 36Q: 3 clusters Score -910701.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -910725.437500 Penalty: 2901.894287
	Iteration 37Q: 3 clusters Score -910725.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -910746.687500 Penalty: 2901.894287
	Iteration 38Q: 3 clusters Score -910746.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -910765.937500 Penalty: 2901.894287
	Iteration 39Q: 3 clusters Score -910765.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -910792.562500 Penalty: 2901.894287
	Iteration 40F: 3 clusters Score -910792.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -910813.750000 Penalty: 2901.894287
	Iteration 41Q: 3 clusters Score -910813.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -910832.750000 Penalty: 2901.894287
	Iteration 42Q: 3 clusters Score -910832.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -910843.937500 Penalty: 2901.894287
	Iteration 43Q: 3 clusters Score -910843.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -910849.875000 Penalty: 2901.894287
	Iteration 44Q: 3 clusters Score -910849.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -910863.562500 Penalty: 2901.894287
	Iteration 45Q: 3 clusters Score -910863.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -910874.375000 Penalty: 2901.894287
	Iteration 46Q: 3 clusters Score -910874.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -910883.312500 Penalty: 2901.894287
	Iteration 47Q: 3 clusters Score -910883.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -910890.562500 Penalty: 2901.894287
	Iteration 48Q: 3 clusters Score -910890.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -910896.250000 Penalty: 2901.894287
	Iteration 49Q: 3 clusters Score -910896.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -910900.062500 Penalty: 2901.894287
	Iteration 50Q: 3 clusters Score -910900.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -910903.500000 Penalty: 2901.894287
	Iteration 51Q: 3 clusters Score -910903.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -910911.062500 Penalty: 2901.894287
	Iteration 52Q: 3 clusters Score -910911.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -910914.500000 Penalty: 2901.894287
	Iteration 53Q: 3 clusters Score -910914.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -910923.625000 Penalty: 2901.894287
	Iteration 54Q: 3 clusters Score -910923.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -910928.250000 Penalty: 2901.894287
	Iteration 55Q: 3 clusters Score -910928.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -910934.437500 Penalty: 2901.894287
	Iteration 56Q: 3 clusters Score -910934.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -910936.312500 Penalty: 2901.894287
	Iteration 57Q: 3 clusters Score -910936.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -910937.625000 Penalty: 2901.894287
	Iteration 58Q: 3 clusters Score -910937.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -910937.500000 Penalty: 2901.894287
	Iteration 59Q: 3 clusters Score -910937.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -910944.062500 Penalty: 2901.894287
	Iteration 60F: 3 clusters Score -910944.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -910948.875000 Penalty: 2901.894287
	Iteration 61Q: 3 clusters Score -910948.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -910948.187500 Penalty: 2901.894287
	Iteration 62Q: 3 clusters Score -910948.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -910950.562500 Penalty: 2901.894287
	Iteration 63Q: 3 clusters Score -910950.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -910956.500000 Penalty: 2901.894287
	Iteration 64Q: 3 clusters Score -910956.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -910964.125000 Penalty: 2901.894287
	Iteration 65Q: 3 clusters Score -910964.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -910972.812500 Penalty: 2901.894287
	Iteration 66Q: 3 clusters Score -910972.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -910974.187500 Penalty: 2901.894287
	Iteration 67Q: 3 clusters Score -910974.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -910977.125000 Penalty: 2901.894287
	Iteration 68Q: 3 clusters Score -910977.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -910978.500000 Penalty: 2901.894287
	Iteration 69Q: 3 clusters Score -910978.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -910976.812500 Penalty: 2901.894287
	Iteration 70Q: 3 clusters Score -910976.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -910976.812500 Penalty: 2901.894287
	Iteration 71F: 3 clusters Score -910976.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37698 members 
Entering Unmasked Estep 
Score: -4141142.500000 Penalty: 1712.321289
	Iteration 0F: 2 clusters Score -4141142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -4115921.750000 Penalty: 3424.642578
	Iteration 0F: 3 clusters Score -4115922 nChanged 17488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -4125971.500000 Penalty: 3424.642578
	Iteration 1F: 3 clusters Score -4125972 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -4126782.000000 Penalty: 3424.642578
	Iteration 2Q: 3 clusters Score -4126782 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -4127969.250000 Penalty: 3424.642578
	Iteration 3F: 3 clusters Score -4127969 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -4129578.500000 Penalty: 3424.642578
	Iteration 4F: 3 clusters Score -4129578 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -4131655.500000 Penalty: 3424.642578
	Iteration 5F: 3 clusters Score -4131656 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30727 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -4134054.250000 Penalty: 3424.642578
	Iteration 6F: 3 clusters Score -4134054 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33045 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -4136224.500000 Penalty: 3424.642578
	Iteration 7F: 3 clusters Score -4136224 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34713 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -4137686.500000 Penalty: 3424.642578
	Iteration 8Q: 3 clusters Score -4137686 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35768 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -4138563.250000 Penalty: 3424.642578
	Iteration 9Q: 3 clusters Score -4138563 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36394 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -4139071.500000 Penalty: 3424.642578
	Iteration 10Q: 3 clusters Score -4139072 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36743 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -4139350.250000 Penalty: 3424.642578
	Iteration 11Q: 3 clusters Score -4139350 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36939 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4139506.000000 Penalty: 3424.642578
	Iteration 12Q: 3 clusters Score -4139506 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4139593.500000 Penalty: 3424.642578
	Iteration 13Q: 3 clusters Score -4139594 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37121 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4139644.500000 Penalty: 3424.642578
	Iteration 14Q: 3 clusters Score -4139644 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37164 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4139680.500000 Penalty: 3424.642578
	Iteration 15Q: 3 clusters Score -4139680 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37198 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4139705.500000 Penalty: 3424.642578
	Iteration 16Q: 3 clusters Score -4139706 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37227 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -4139726.000000 Penalty: 3424.642578
	Iteration 17Q: 3 clusters Score -4139726 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -4139738.750000 Penalty: 3424.642578
	Iteration 18Q: 3 clusters Score -4139739 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -4139762.000000 Penalty: 3424.642578
	Iteration 19Q: 3 clusters Score -4139762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37289 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -4139774.000000 Penalty: 3424.642578
	Iteration 20F: 3 clusters Score -4139774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37297 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -4139780.250000 Penalty: 3424.642578
	Iteration 21Q: 3 clusters Score -4139780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37305 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4139782.000000 Penalty: 3424.642578
	Iteration 22Q: 3 clusters Score -4139782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37311 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4139794.750000 Penalty: 3424.642578
	Iteration 23Q: 3 clusters Score -4139795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37319 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -4139797.750000 Penalty: 3424.642578
	Iteration 24Q: 3 clusters Score -4139798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4139798.250000 Penalty: 3424.642578
	Iteration 25Q: 3 clusters Score -4139798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4139801.000000 Penalty: 3424.642578
	Iteration 26Q: 3 clusters Score -4139801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4139803.000000 Penalty: 3424.642578
	Iteration 27Q: 3 clusters Score -4139803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4139803.000000 Penalty: 3424.642578
	Iteration 28F: 3 clusters Score -4139803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (89942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89942 members 
Entering Unmasked Estep 
Score: -10227470.000000 Penalty: 1853.624512
	Iteration 0F: 2 clusters Score -1.022747e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45106 members 
Mstep: Class 2 contains 44836 members 
Entering Unmasked Estep 
Score: -10167458.000000 Penalty: 3707.249023
	Iteration 0F: 3 clusters Score -1.016746e+07 nChanged 42752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46538 members 
Mstep: Class 2 contains 43404 members 
Entering Unmasked Estep 
Score: -10191873.000000 Penalty: 3707.249023
	Iteration 1F: 3 clusters Score -1.019187e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47193 members 
Mstep: Class 2 contains 42749 members 
Entering Unmasked Estep 
Score: -10192323.000000 Penalty: 3707.249023
	Iteration 2Q: 3 clusters Score -1.019232e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48227 members 
Mstep: Class 2 contains 41715 members 
Entering Unmasked Estep 
Score: -10192853.000000 Penalty: 3707.249023
	Iteration 3Q: 3 clusters Score -1.019285e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49851 members 
Mstep: Class 2 contains 40091 members 
Entering Unmasked Estep 
Score: -10193552.000000 Penalty: 3707.249023
	Iteration 4Q: 3 clusters Score -1.019355e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52305 members 
Mstep: Class 2 contains 37637 members 
Entering Unmasked Estep 
Score: -10194571.000000 Penalty: 3707.249023
	Iteration 5Q: 3 clusters Score -1.019457e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55925 members 
Mstep: Class 2 contains 34017 members 
Entering Unmasked Estep 
Score: -10196398.000000 Penalty: 3707.249023
	Iteration 6Q: 3 clusters Score -1.01964e+07 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61108 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -10199786.000000 Penalty: 3707.249023
	Iteration 7F: 3 clusters Score -1.019979e+07 nChanged 6903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67935 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -10205218.000000 Penalty: 3707.249023
	Iteration 8F: 3 clusters Score -1.020522e+07 nChanged 7548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75447 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -10212263.000000 Penalty: 3707.249023
	Iteration 9F: 3 clusters Score -1.021226e+07 nChanged 6618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82013 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -10218796.000000 Penalty: 3707.249023
	Iteration 10F: 3 clusters Score -1.02188e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86213 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -10222869.000000 Penalty: 3707.249023
	Iteration 11Q: 3 clusters Score -1.022287e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88237 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -10224787.000000 Penalty: 3707.249023
	Iteration 12Q: 3 clusters Score -1.022479e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89035 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -10225574.000000 Penalty: 3707.249023
	Iteration 13Q: 3 clusters Score -1.022557e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89278 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -10225841.000000 Penalty: 3707.249023
	Iteration 14Q: 3 clusters Score -1.022584e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89356 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -10225996.000000 Penalty: 3707.249023
	Iteration 15Q: 3 clusters Score -1.0226e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89385 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -10226124.000000 Penalty: 3707.249023
	Iteration 16Q: 3 clusters Score -1.022612e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89404 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -10226168.000000 Penalty: 3707.249023
	Iteration 17Q: 3 clusters Score -1.022617e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89415 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -10226216.000000 Penalty: 3707.249023
	Iteration 18Q: 3 clusters Score -1.022622e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89425 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -10226232.000000 Penalty: 3707.249023
	Iteration 19Q: 3 clusters Score -1.022623e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89431 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -10226269.000000 Penalty: 3707.249023
	Iteration 20F: 3 clusters Score -1.022627e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89422 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -10226309.000000 Penalty: 3707.249023
	Iteration 21Q: 3 clusters Score -1.022631e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89406 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -10226336.000000 Penalty: 3707.249023
	Iteration 22Q: 3 clusters Score -1.022634e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89392 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -10226349.000000 Penalty: 3707.249023
	Iteration 23Q: 3 clusters Score -1.022635e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89384 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -10226360.000000 Penalty: 3707.249023
	Iteration 24Q: 3 clusters Score -1.022636e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89384 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -10226376.000000 Penalty: 3707.249023
	Iteration 25Q: 3 clusters Score -1.022638e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89381 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -10226393.000000 Penalty: 3707.249023
	Iteration 26Q: 3 clusters Score -1.022639e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89383 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -10226398.000000 Penalty: 3707.249023
	Iteration 27Q: 3 clusters Score -1.02264e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89383 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -10226404.000000 Penalty: 3707.249023
	Iteration 28Q: 3 clusters Score -1.02264e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89379 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -10226397.000000 Penalty: 3707.249023
	Iteration 29Q: 3 clusters Score -1.02264e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89368 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -10226407.000000 Penalty: 3707.249023
	Iteration 30Q: 3 clusters Score -1.022641e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89351 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -10226421.000000 Penalty: 3707.249023
	Iteration 31Q: 3 clusters Score -1.022642e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89341 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -10226437.000000 Penalty: 3707.249023
	Iteration 32Q: 3 clusters Score -1.022644e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89338 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -10226448.000000 Penalty: 3707.249023
	Iteration 33Q: 3 clusters Score -1.022645e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89338 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -10226453.000000 Penalty: 3707.249023
	Iteration 34Q: 3 clusters Score -1.022645e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89338 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -10226463.000000 Penalty: 3707.249023
	Iteration 35Q: 3 clusters Score -1.022646e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89334 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -10226465.000000 Penalty: 3707.249023
	Iteration 36Q: 3 clusters Score -1.022646e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89327 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -10226477.000000 Penalty: 3707.249023
	Iteration 37Q: 3 clusters Score -1.022648e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89313 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -10226489.000000 Penalty: 3707.249023
	Iteration 38Q: 3 clusters Score -1.022649e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89309 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -10226483.000000 Penalty: 3707.249023
	Iteration 39Q: 3 clusters Score -1.022648e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89300 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -10226490.000000 Penalty: 3707.249023
	Iteration 40F: 3 clusters Score -1.022649e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89292 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -10226496.000000 Penalty: 3707.249023
	Iteration 41Q: 3 clusters Score -1.02265e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89284 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -10226507.000000 Penalty: 3707.249023
	Iteration 42Q: 3 clusters Score -1.022651e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89275 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -10226511.000000 Penalty: 3707.249023
	Iteration 43Q: 3 clusters Score -1.022651e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89267 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -10226529.000000 Penalty: 3707.249023
	Iteration 44Q: 3 clusters Score -1.022653e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89255 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -10226535.000000 Penalty: 3707.249023
	Iteration 45Q: 3 clusters Score -1.022654e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89242 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -10226546.000000 Penalty: 3707.249023
	Iteration 46Q: 3 clusters Score -1.022655e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89224 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -10226561.000000 Penalty: 3707.249023
	Iteration 47Q: 3 clusters Score -1.022656e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89213 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -10226555.000000 Penalty: 3707.249023
	Iteration 48Q: 3 clusters Score -1.022656e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89200 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -10226587.000000 Penalty: 3707.249023
	Iteration 49Q: 3 clusters Score -1.022659e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89188 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -10226608.000000 Penalty: 3707.249023
	Iteration 50Q: 3 clusters Score -1.022661e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89180 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -10226616.000000 Penalty: 3707.249023
	Iteration 51Q: 3 clusters Score -1.022662e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89165 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -10226634.000000 Penalty: 3707.249023
	Iteration 52Q: 3 clusters Score -1.022663e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89156 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -10226658.000000 Penalty: 3707.249023
	Iteration 53Q: 3 clusters Score -1.022666e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89139 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -10226675.000000 Penalty: 3707.249023
	Iteration 54Q: 3 clusters Score -1.022668e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89131 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -10226685.000000 Penalty: 3707.249023
	Iteration 55Q: 3 clusters Score -1.022668e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89123 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -10226694.000000 Penalty: 3707.249023
	Iteration 56Q: 3 clusters Score -1.022669e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89114 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -10226696.000000 Penalty: 3707.249023
	Iteration 57Q: 3 clusters Score -1.02267e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89109 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -10226709.000000 Penalty: 3707.249023
	Iteration 58Q: 3 clusters Score -1.022671e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89095 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -10226727.000000 Penalty: 3707.249023
	Iteration 59Q: 3 clusters Score -1.022673e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89085 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -10226727.000000 Penalty: 3707.249023
	Iteration 60F: 3 clusters Score -1.022673e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89074 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -10226734.000000 Penalty: 3707.249023
	Iteration 61Q: 3 clusters Score -1.022673e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89073 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -10226732.000000 Penalty: 3707.249023
	Iteration 62Q: 3 clusters Score -1.022673e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89071 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -10226743.000000 Penalty: 3707.249023
	Iteration 63Q: 3 clusters Score -1.022674e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89068 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -10226743.000000 Penalty: 3707.249023
	Iteration 64Q: 3 clusters Score -1.022674e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89062 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -10226748.000000 Penalty: 3707.249023
	Iteration 65Q: 3 clusters Score -1.022675e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89055 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -10226750.000000 Penalty: 3707.249023
	Iteration 66Q: 3 clusters Score -1.022675e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89053 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -10226753.000000 Penalty: 3707.249023
	Iteration 67Q: 3 clusters Score -1.022675e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89050 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -10226757.000000 Penalty: 3707.249023
	Iteration 68Q: 3 clusters Score -1.022676e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89050 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -10226757.000000 Penalty: 3707.249023
	Iteration 69F: 3 clusters Score -1.022676e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Entering Unmasked Estep 
Score: -1680775.875000 Penalty: 1567.045288
	Iteration 0F: 2 clusters Score -1680776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1670057.875000 Penalty: 3134.090576
	Iteration 0F: 3 clusters Score -1670058 nChanged 6913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1673811.375000 Penalty: 3134.090576
	Iteration 1F: 3 clusters Score -1673811 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1674121.875000 Penalty: 3134.090576
	Iteration 2F: 3 clusters Score -1674122 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1674374.250000 Penalty: 3134.090576
	Iteration 3Q: 3 clusters Score -1674374 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1674614.000000 Penalty: 3134.090576
	Iteration 4Q: 3 clusters Score -1674614 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1674921.625000 Penalty: 3134.090576
	Iteration 5Q: 3 clusters Score -1674922 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1675288.750000 Penalty: 3134.090576
	Iteration 6Q: 3 clusters Score -1675289 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1675774.125000 Penalty: 3134.090576
	Iteration 7F: 3 clusters Score -1675774 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1676395.875000 Penalty: 3134.090576
	Iteration 8F: 3 clusters Score -1676396 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1677025.000000 Penalty: 3134.090576
	Iteration 9F: 3 clusters Score -1677025 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1677643.500000 Penalty: 3134.090576
	Iteration 10Q: 3 clusters Score -1677644 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1678190.000000 Penalty: 3134.090576
	Iteration 11Q: 3 clusters Score -1678190 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1678612.125000 Penalty: 3134.090576
	Iteration 12Q: 3 clusters Score -1678612 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1678906.625000 Penalty: 3134.090576
	Iteration 13Q: 3 clusters Score -1678907 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1679136.625000 Penalty: 3134.090576
	Iteration 14Q: 3 clusters Score -1679137 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1679253.125000 Penalty: 3134.090576
	Iteration 15Q: 3 clusters Score -1679253 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1679313.125000 Penalty: 3134.090576
	Iteration 16Q: 3 clusters Score -1679313 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1679366.875000 Penalty: 3134.090576
	Iteration 17Q: 3 clusters Score -1679367 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1679403.000000 Penalty: 3134.090576
	Iteration 18Q: 3 clusters Score -1679403 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1679426.000000 Penalty: 3134.090576
	Iteration 19Q: 3 clusters Score -1679426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1679446.000000 Penalty: 3134.090576
	Iteration 20F: 3 clusters Score -1679446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1679458.000000 Penalty: 3134.090576
	Iteration 21Q: 3 clusters Score -1679458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1679464.625000 Penalty: 3134.090576
	Iteration 22Q: 3 clusters Score -1679465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1679473.000000 Penalty: 3134.090576
	Iteration 23Q: 3 clusters Score -1679473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1679476.375000 Penalty: 3134.090576
	Iteration 24Q: 3 clusters Score -1679476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1679480.250000 Penalty: 3134.090576
	Iteration 25Q: 3 clusters Score -1679480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1679487.750000 Penalty: 3134.090576
	Iteration 26Q: 3 clusters Score -1679488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1679496.250000 Penalty: 3134.090576
	Iteration 27Q: 3 clusters Score -1679496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1679501.875000 Penalty: 3134.090576
	Iteration 28Q: 3 clusters Score -1679502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1679506.000000 Penalty: 3134.090576
	Iteration 29Q: 3 clusters Score -1679506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1679509.000000 Penalty: 3134.090576
	Iteration 30Q: 3 clusters Score -1679509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1679511.125000 Penalty: 3134.090576
	Iteration 31Q: 3 clusters Score -1679511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1679511.000000 Penalty: 3134.090576
	Iteration 32Q: 3 clusters Score -1679511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1679511.375000 Penalty: 3134.090576
	Iteration 33Q: 3 clusters Score -1679511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1679511.375000 Penalty: 3134.090576
	Iteration 34Q: 3 clusters Score -1679511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1679514.500000 Penalty: 3134.090576
	Iteration 35Q: 3 clusters Score -1679514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1679518.750000 Penalty: 3134.090576
	Iteration 36Q: 3 clusters Score -1679519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1679521.375000 Penalty: 3134.090576
	Iteration 37Q: 3 clusters Score -1679521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1679523.750000 Penalty: 3134.090576
	Iteration 38Q: 3 clusters Score -1679524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1679524.625000 Penalty: 3134.090576
	Iteration 39Q: 3 clusters Score -1679525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1679524.875000 Penalty: 3134.090576
	Iteration 40F: 3 clusters Score -1679525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1679524.875000 Penalty: 3134.090576
	Iteration 41Q: 3 clusters Score -1679525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1679524.125000 Penalty: 3134.090576
	Iteration 42Q: 3 clusters Score -1679524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1679524.125000 Penalty: 3134.090576
	Iteration 43F: 3 clusters Score -1679524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (37387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37387 members 
Entering Unmasked Estep 
Score: -4250446.000000 Penalty: 1710.975220
	Iteration 0F: 2 clusters Score -4250446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -4225325.000000 Penalty: 3421.950439
	Iteration 0F: 3 clusters Score -4225325 nChanged 17288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -4234899.500000 Penalty: 3421.950439
	Iteration 1F: 3 clusters Score -4234900 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -4235351.000000 Penalty: 3421.950439
	Iteration 2Q: 3 clusters Score -4235351 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -4235778.000000 Penalty: 3421.950439
	Iteration 3Q: 3 clusters Score -4235778 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -4236308.500000 Penalty: 3421.950439
	Iteration 4Q: 3 clusters Score -4236308 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -4237069.000000 Penalty: 3421.950439
	Iteration 5Q: 3 clusters Score -4237069 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -4238126.000000 Penalty: 3421.950439
	Iteration 6F: 3 clusters Score -4238126 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -4239599.500000 Penalty: 3421.950439
	Iteration 7F: 3 clusters Score -4239600 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -4241518.000000 Penalty: 3421.950439
	Iteration 8F: 3 clusters Score -4241518 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31210 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -4243743.000000 Penalty: 3421.950439
	Iteration 9F: 3 clusters Score -4243743 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -4245769.000000 Penalty: 3421.950439
	Iteration 10F: 3 clusters Score -4245769 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35129 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -4247220.500000 Penalty: 3421.950439
	Iteration 11Q: 3 clusters Score -4247220 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36113 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -4248060.000000 Penalty: 3421.950439
	Iteration 12Q: 3 clusters Score -4248060 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36601 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4248454.000000 Penalty: 3421.950439
	Iteration 13Q: 3 clusters Score -4248454 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36850 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -4248679.500000 Penalty: 3421.950439
	Iteration 14Q: 3 clusters Score -4248680 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36974 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -4248790.000000 Penalty: 3421.950439
	Iteration 15Q: 3 clusters Score -4248790 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37040 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4248854.500000 Penalty: 3421.950439
	Iteration 16Q: 3 clusters Score -4248854 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -4248904.000000 Penalty: 3421.950439
	Iteration 17Q: 3 clusters Score -4248904 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37078 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4248930.500000 Penalty: 3421.950439
	Iteration 18Q: 3 clusters Score -4248930 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4248949.000000 Penalty: 3421.950439
	Iteration 19Q: 3 clusters Score -4248949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -4248966.500000 Penalty: 3421.950439
	Iteration 20F: 3 clusters Score -4248966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37110 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -4248980.000000 Penalty: 3421.950439
	Iteration 21Q: 3 clusters Score -4248980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37120 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -4248987.500000 Penalty: 3421.950439
	Iteration 22Q: 3 clusters Score -4248988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37122 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4248994.500000 Penalty: 3421.950439
	Iteration 23Q: 3 clusters Score -4248994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37121 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4249000.000000 Penalty: 3421.950439
	Iteration 24Q: 3 clusters Score -4249000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37120 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -4249001.500000 Penalty: 3421.950439
	Iteration 25Q: 3 clusters Score -4249002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37120 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -4249001.500000 Penalty: 3421.950439
	Iteration 26F: 3 clusters Score -4249002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -1055547.375000 Penalty: 1481.586792
	Iteration 0F: 2 clusters Score -1055547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1049034.500000 Penalty: 2963.173584
	Iteration 0F: 3 clusters Score -1049034 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1051010.875000 Penalty: 2963.173584
	Iteration 1F: 3 clusters Score -1051011 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1051300.500000 Penalty: 2963.173584
	Iteration 2F: 3 clusters Score -1051300 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1051562.500000 Penalty: 2963.173584
	Iteration 3F: 3 clusters Score -1051562 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1051809.625000 Penalty: 2963.173584
	Iteration 4F: 3 clusters Score -1051810 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1052070.625000 Penalty: 2963.173584
	Iteration 5Q: 3 clusters Score -1052071 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1052364.500000 Penalty: 2963.173584
	Iteration 6Q: 3 clusters Score -1052364 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1052715.875000 Penalty: 2963.173584
	Iteration 7Q: 3 clusters Score -1052716 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1053051.625000 Penalty: 2963.173584
	Iteration 8F: 3 clusters Score -1053052 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1053336.875000 Penalty: 2963.173584
	Iteration 9Q: 3 clusters Score -1053337 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1053568.500000 Penalty: 2963.173584
	Iteration 10Q: 3 clusters Score -1053568 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1053723.125000 Penalty: 2963.173584
	Iteration 11Q: 3 clusters Score -1053723 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1053823.250000 Penalty: 2963.173584
	Iteration 12Q: 3 clusters Score -1053823 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1053888.000000 Penalty: 2963.173584
	Iteration 13Q: 3 clusters Score -1053888 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1053938.625000 Penalty: 2963.173584
	Iteration 14Q: 3 clusters Score -1053939 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1053980.750000 Penalty: 2963.173584
	Iteration 15Q: 3 clusters Score -1053981 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1054003.250000 Penalty: 2963.173584
	Iteration 16Q: 3 clusters Score -1054003 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1054027.375000 Penalty: 2963.173584
	Iteration 17Q: 3 clusters Score -1054027 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1054055.625000 Penalty: 2963.173584
	Iteration 18Q: 3 clusters Score -1054056 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1054083.250000 Penalty: 2963.173584
	Iteration 19Q: 3 clusters Score -1054083 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1054107.500000 Penalty: 2963.173584
	Iteration 20F: 3 clusters Score -1054108 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1054124.625000 Penalty: 2963.173584
	Iteration 21Q: 3 clusters Score -1054125 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1054138.750000 Penalty: 2963.173584
	Iteration 22Q: 3 clusters Score -1054139 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1054141.750000 Penalty: 2963.173584
	Iteration 23Q: 3 clusters Score -1054142 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1054152.000000 Penalty: 2963.173584
	Iteration 24Q: 3 clusters Score -1054152 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1054156.000000 Penalty: 2963.173584
	Iteration 25Q: 3 clusters Score -1054156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1054160.000000 Penalty: 2963.173584
	Iteration 26Q: 3 clusters Score -1054160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1054162.500000 Penalty: 2963.173584
	Iteration 27Q: 3 clusters Score -1054162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1054161.500000 Penalty: 2963.173584
	Iteration 28Q: 3 clusters Score -1054162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1054163.500000 Penalty: 2963.173584
	Iteration 29Q: 3 clusters Score -1054164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1054161.750000 Penalty: 2963.173584
	Iteration 30Q: 3 clusters Score -1054162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1054163.500000 Penalty: 2963.173584
	Iteration 31Q: 3 clusters Score -1054164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1054162.750000 Penalty: 2963.173584
	Iteration 32Q: 3 clusters Score -1054163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1054163.875000 Penalty: 2963.173584
	Iteration 33Q: 3 clusters Score -1054164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1054163.500000 Penalty: 2963.173584
	Iteration 34Q: 3 clusters Score -1054164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1054165.125000 Penalty: 2963.173584
	Iteration 35Q: 3 clusters Score -1054165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1054166.500000 Penalty: 2963.173584
	Iteration 36Q: 3 clusters Score -1054166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1054165.500000 Penalty: 2963.173584
	Iteration 37Q: 3 clusters Score -1054166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1054165.500000 Penalty: 2963.173584
	Iteration 38F: 3 clusters Score -1054166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -9307.406250 Penalty: 840.203674
	Iteration 0F: 2 clusters Score -9307.406 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 78 members 
Entering Unmasked Estep 
Score: -8681.330078 Penalty: 1680.407349
	Iteration 0F: 3 clusters Score -8681.33 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -8823.980469 Penalty: 1680.407349
	Iteration 1F: 3 clusters Score -8823.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8843.271484 Penalty: 1680.407349
	Iteration 2F: 3 clusters Score -8843.271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8874.266602 Penalty: 1680.407349
	Iteration 3Q: 3 clusters Score -8874.267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8878.125977 Penalty: 1680.407349
	Iteration 4Q: 3 clusters Score -8878.126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8878.125977 Penalty: 1680.407349
	Iteration 5F: 3 clusters Score -8878.126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Entering Unmasked Estep 
Score: -29396.558594 Penalty: 957.392151
	Iteration 0F: 2 clusters Score -29396.56 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 192 members 
Entering Unmasked Estep 
Score: -28525.888672 Penalty: 1914.784302
	Iteration 0F: 3 clusters Score -28525.89 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -28857.253906 Penalty: 1914.784302
	Iteration 1F: 3 clusters Score -28857.25 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28998.652344 Penalty: 1914.784302
	Iteration 2F: 3 clusters Score -28998.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -29074.248047 Penalty: 1914.784302
	Iteration 3F: 3 clusters Score -29074.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -29141.380859 Penalty: 1914.784302
	Iteration 4Q: 3 clusters Score -29141.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -29155.808594 Penalty: 1914.784302
	Iteration 5Q: 3 clusters Score -29155.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -29170.855469 Penalty: 1914.784302
	Iteration 6Q: 3 clusters Score -29170.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -29188.785156 Penalty: 1914.784302
	Iteration 7Q: 3 clusters Score -29188.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -29188.785156 Penalty: 1914.784302
	Iteration 8F: 3 clusters Score -29188.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Entering Unmasked Estep 
Score: -1003427.000000 Penalty: 1476.570801
	Iteration 0F: 2 clusters Score -1003427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -997001.750000 Penalty: 2953.141602
	Iteration 0F: 3 clusters Score -997001.8 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -999040.062500 Penalty: 2953.141602
	Iteration 1F: 3 clusters Score -999040.1 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -999324.937500 Penalty: 2953.141602
	Iteration 2F: 3 clusters Score -999324.9 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -999576.812500 Penalty: 2953.141602
	Iteration 3F: 3 clusters Score -999576.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -999767.250000 Penalty: 2953.141602
	Iteration 4Q: 3 clusters Score -999767.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -999898.062500 Penalty: 2953.141602
	Iteration 5Q: 3 clusters Score -999898.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -999991.250000 Penalty: 2953.141602
	Iteration 6Q: 3 clusters Score -999991.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1000077.937500 Penalty: 2953.141602
	Iteration 7Q: 3 clusters Score -1000078 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1000157.750000 Penalty: 2953.141602
	Iteration 8Q: 3 clusters Score -1000158 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1000246.687500 Penalty: 2953.141602
	Iteration 9Q: 3 clusters Score -1000247 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1000318.500000 Penalty: 2953.141602
	Iteration 10Q: 3 clusters Score -1000318 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1000406.500000 Penalty: 2953.141602
	Iteration 11Q: 3 clusters Score -1000406 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1000500.562500 Penalty: 2953.141602
	Iteration 12Q: 3 clusters Score -1000501 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1000599.000000 Penalty: 2953.141602
	Iteration 13Q: 3 clusters Score -1000599 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1000719.812500 Penalty: 2953.141602
	Iteration 14Q: 3 clusters Score -1000720 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1000842.062500 Penalty: 2953.141602
	Iteration 15Q: 3 clusters Score -1000842 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1000979.187500 Penalty: 2953.141602
	Iteration 16Q: 3 clusters Score -1000979 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1001103.437500 Penalty: 2953.141602
	Iteration 17Q: 3 clusters Score -1001103 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1001200.687500 Penalty: 2953.141602
	Iteration 18Q: 3 clusters Score -1001201 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1001303.187500 Penalty: 2953.141602
	Iteration 19Q: 3 clusters Score -1001303 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1001388.687500 Penalty: 2953.141602
	Iteration 20F: 3 clusters Score -1001389 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1001460.312500 Penalty: 2953.141602
	Iteration 21Q: 3 clusters Score -1001460 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1001520.500000 Penalty: 2953.141602
	Iteration 22Q: 3 clusters Score -1001520 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1001564.500000 Penalty: 2953.141602
	Iteration 23Q: 3 clusters Score -1001564 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1001603.562500 Penalty: 2953.141602
	Iteration 24Q: 3 clusters Score -1001604 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1001644.875000 Penalty: 2953.141602
	Iteration 25Q: 3 clusters Score -1001645 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1001681.937500 Penalty: 2953.141602
	Iteration 26Q: 3 clusters Score -1001682 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1001712.937500 Penalty: 2953.141602
	Iteration 27Q: 3 clusters Score -1001713 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1001746.437500 Penalty: 2953.141602
	Iteration 28Q: 3 clusters Score -1001746 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1001770.812500 Penalty: 2953.141602
	Iteration 29Q: 3 clusters Score -1001771 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1001801.625000 Penalty: 2953.141602
	Iteration 30Q: 3 clusters Score -1001802 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1001825.000000 Penalty: 2953.141602
	Iteration 31Q: 3 clusters Score -1001825 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1001845.250000 Penalty: 2953.141602
	Iteration 32Q: 3 clusters Score -1001845 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1001859.812500 Penalty: 2953.141602
	Iteration 33Q: 3 clusters Score -1001860 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1001884.250000 Penalty: 2953.141602
	Iteration 34Q: 3 clusters Score -1001884 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1001914.000000 Penalty: 2953.141602
	Iteration 35Q: 3 clusters Score -1001914 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1001936.437500 Penalty: 2953.141602
	Iteration 36Q: 3 clusters Score -1001936 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1001965.437500 Penalty: 2953.141602
	Iteration 37Q: 3 clusters Score -1001965 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1001986.625000 Penalty: 2953.141602
	Iteration 38Q: 3 clusters Score -1001987 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1002005.000000 Penalty: 2953.141602
	Iteration 39Q: 3 clusters Score -1002005 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1002026.000000 Penalty: 2953.141602
	Iteration 40F: 3 clusters Score -1002026 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1002047.562500 Penalty: 2953.141602
	Iteration 41Q: 3 clusters Score -1002048 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1002063.937500 Penalty: 2953.141602
	Iteration 42Q: 3 clusters Score -1002064 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1002076.250000 Penalty: 2953.141602
	Iteration 43Q: 3 clusters Score -1002076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1002084.437500 Penalty: 2953.141602
	Iteration 44Q: 3 clusters Score -1002084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1002089.250000 Penalty: 2953.141602
	Iteration 45Q: 3 clusters Score -1002089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1002094.687500 Penalty: 2953.141602
	Iteration 46Q: 3 clusters Score -1002095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1002098.812500 Penalty: 2953.141602
	Iteration 47Q: 3 clusters Score -1002099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1002102.687500 Penalty: 2953.141602
	Iteration 48Q: 3 clusters Score -1002103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1002108.375000 Penalty: 2953.141602
	Iteration 49Q: 3 clusters Score -1002108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1002117.312500 Penalty: 2953.141602
	Iteration 50Q: 3 clusters Score -1002117 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1002122.687500 Penalty: 2953.141602
	Iteration 51Q: 3 clusters Score -1002123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1002125.625000 Penalty: 2953.141602
	Iteration 52Q: 3 clusters Score -1002126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1002125.562500 Penalty: 2953.141602
	Iteration 53Q: 3 clusters Score -1002126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1002126.875000 Penalty: 2953.141602
	Iteration 54Q: 3 clusters Score -1002127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1002129.437500 Penalty: 2953.141602
	Iteration 55Q: 3 clusters Score -1002129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1002133.187500 Penalty: 2953.141602
	Iteration 56Q: 3 clusters Score -1002133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1002134.625000 Penalty: 2953.141602
	Iteration 57Q: 3 clusters Score -1002135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1002138.375000 Penalty: 2953.141602
	Iteration 58Q: 3 clusters Score -1002138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1002140.750000 Penalty: 2953.141602
	Iteration 59Q: 3 clusters Score -1002141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1002140.250000 Penalty: 2953.141602
	Iteration 60F: 3 clusters Score -1002140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Entering Unmasked Estep 
Score: -69239.703125 Penalty: 1064.085571
	Iteration 0F: 2 clusters Score -69239.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -68058.031250 Penalty: 2128.171143
	Iteration 0F: 3 clusters Score -68058.03 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -68367.179688 Penalty: 2128.171143
	Iteration 1F: 3 clusters Score -68367.18 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -68589.890625 Penalty: 2128.171143
	Iteration 2F: 3 clusters Score -68589.89 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -68713.515625 Penalty: 2128.171143
	Iteration 3F: 3 clusters Score -68713.52 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -68787.281250 Penalty: 2128.171143
	Iteration 4F: 3 clusters Score -68787.28 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -68849.906250 Penalty: 2128.171143
	Iteration 5Q: 3 clusters Score -68849.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -68880.453125 Penalty: 2128.171143
	Iteration 6Q: 3 clusters Score -68880.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -68898.398438 Penalty: 2128.171143
	Iteration 7Q: 3 clusters Score -68898.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -68909.851562 Penalty: 2128.171143
	Iteration 8Q: 3 clusters Score -68909.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -68925.148438 Penalty: 2128.171143
	Iteration 9Q: 3 clusters Score -68925.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -68936.382812 Penalty: 2128.171143
	Iteration 10Q: 3 clusters Score -68936.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -68944.312500 Penalty: 2128.171143
	Iteration 11Q: 3 clusters Score -68944.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -68950.250000 Penalty: 2128.171143
	Iteration 12Q: 3 clusters Score -68950.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -68951.742188 Penalty: 2128.171143
	Iteration 13Q: 3 clusters Score -68951.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -68951.742188 Penalty: 2128.171143
	Iteration 14F: 3 clusters Score -68951.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Entering Unmasked Estep 
Score: -2078368.625000 Penalty: 1601.630249
	Iteration 0F: 2 clusters Score -2078369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -2065247.500000 Penalty: 3203.260498
	Iteration 0F: 3 clusters Score -2065248 nChanged 8550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -2069944.500000 Penalty: 3203.260498
	Iteration 1F: 3 clusters Score -2069944 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -2070229.125000 Penalty: 3203.260498
	Iteration 2Q: 3 clusters Score -2070229 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -2070436.000000 Penalty: 3203.260498
	Iteration 3Q: 3 clusters Score -2070436 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -2070638.000000 Penalty: 3203.260498
	Iteration 4Q: 3 clusters Score -2070638 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -2070833.375000 Penalty: 3203.260498
	Iteration 5Q: 3 clusters Score -2070833 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -2071051.875000 Penalty: 3203.260498
	Iteration 6Q: 3 clusters Score -2071052 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -2071299.625000 Penalty: 3203.260498
	Iteration 7Q: 3 clusters Score -2071300 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -2071624.875000 Penalty: 3203.260498
	Iteration 8Q: 3 clusters Score -2071625 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -2072010.250000 Penalty: 3203.260498
	Iteration 9Q: 3 clusters Score -2072010 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -2072498.875000 Penalty: 3203.260498
	Iteration 10Q: 3 clusters Score -2072499 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -2073073.375000 Penalty: 3203.260498
	Iteration 11Q: 3 clusters Score -2073073 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -2073593.750000 Penalty: 3203.260498
	Iteration 12Q: 3 clusters Score -2073594 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -2073946.875000 Penalty: 3203.260498
	Iteration 13Q: 3 clusters Score -2073947 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -2074165.375000 Penalty: 3203.260498
	Iteration 14Q: 3 clusters Score -2074165 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -2074288.625000 Penalty: 3203.260498
	Iteration 15Q: 3 clusters Score -2074289 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -2074360.625000 Penalty: 3203.260498
	Iteration 16Q: 3 clusters Score -2074361 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -2074395.375000 Penalty: 3203.260498
	Iteration 17Q: 3 clusters Score -2074395 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -2074433.125000 Penalty: 3203.260498
	Iteration 18Q: 3 clusters Score -2074433 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -2074458.250000 Penalty: 3203.260498
	Iteration 19Q: 3 clusters Score -2074458 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -2074490.000000 Penalty: 3203.260498
	Iteration 20F: 3 clusters Score -2074490 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -2074522.125000 Penalty: 3203.260498
	Iteration 21Q: 3 clusters Score -2074522 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -2074543.250000 Penalty: 3203.260498
	Iteration 22Q: 3 clusters Score -2074543 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -2074568.750000 Penalty: 3203.260498
	Iteration 23Q: 3 clusters Score -2074569 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -2074592.125000 Penalty: 3203.260498
	Iteration 24Q: 3 clusters Score -2074592 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -2074613.125000 Penalty: 3203.260498
	Iteration 25Q: 3 clusters Score -2074613 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -2074632.000000 Penalty: 3203.260498
	Iteration 26Q: 3 clusters Score -2074632 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -2074657.000000 Penalty: 3203.260498
	Iteration 27Q: 3 clusters Score -2074657 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -2074678.875000 Penalty: 3203.260498
	Iteration 28Q: 3 clusters Score -2074679 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -2074709.125000 Penalty: 3203.260498
	Iteration 29Q: 3 clusters Score -2074709 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -2074738.375000 Penalty: 3203.260498
	Iteration 30Q: 3 clusters Score -2074738 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -2074773.625000 Penalty: 3203.260498
	Iteration 31Q: 3 clusters Score -2074774 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -2074829.750000 Penalty: 3203.260498
	Iteration 32Q: 3 clusters Score -2074830 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -2074881.875000 Penalty: 3203.260498
	Iteration 33Q: 3 clusters Score -2074882 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -2074949.125000 Penalty: 3203.260498
	Iteration 34Q: 3 clusters Score -2074949 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -2075007.500000 Penalty: 3203.260498
	Iteration 35Q: 3 clusters Score -2075008 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -2075086.250000 Penalty: 3203.260498
	Iteration 36Q: 3 clusters Score -2075086 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -2075162.375000 Penalty: 3203.260498
	Iteration 37Q: 3 clusters Score -2075162 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -2075237.250000 Penalty: 3203.260498
	Iteration 38Q: 3 clusters Score -2075237 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -2075340.500000 Penalty: 3203.260498
	Iteration 39Q: 3 clusters Score -2075340 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -2075453.375000 Penalty: 3203.260498
	Iteration 40F: 3 clusters Score -2075453 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -2075583.625000 Penalty: 3203.260498
	Iteration 41Q: 3 clusters Score -2075584 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -2075704.250000 Penalty: 3203.260498
	Iteration 42Q: 3 clusters Score -2075704 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -2075824.250000 Penalty: 3203.260498
	Iteration 43Q: 3 clusters Score -2075824 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -2075933.875000 Penalty: 3203.260498
	Iteration 44Q: 3 clusters Score -2075934 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -2076032.125000 Penalty: 3203.260498
	Iteration 45Q: 3 clusters Score -2076032 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -2076148.500000 Penalty: 3203.260498
	Iteration 46Q: 3 clusters Score -2076148 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -2076249.000000 Penalty: 3203.260498
	Iteration 47Q: 3 clusters Score -2076249 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -2076346.500000 Penalty: 3203.260498
	Iteration 48Q: 3 clusters Score -2076346 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -2076445.250000 Penalty: 3203.260498
	Iteration 49Q: 3 clusters Score -2076445 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -2076535.750000 Penalty: 3203.260498
	Iteration 50Q: 3 clusters Score -2076536 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -2076622.125000 Penalty: 3203.260498
	Iteration 51Q: 3 clusters Score -2076622 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -2076675.750000 Penalty: 3203.260498
	Iteration 52Q: 3 clusters Score -2076676 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -2076728.125000 Penalty: 3203.260498
	Iteration 53Q: 3 clusters Score -2076728 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -2076758.500000 Penalty: 3203.260498
	Iteration 54Q: 3 clusters Score -2076758 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -2076793.000000 Penalty: 3203.260498
	Iteration 55Q: 3 clusters Score -2076793 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -2076825.250000 Penalty: 3203.260498
	Iteration 56Q: 3 clusters Score -2076825 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -2076853.125000 Penalty: 3203.260498
	Iteration 57Q: 3 clusters Score -2076853 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -2076866.250000 Penalty: 3203.260498
	Iteration 58Q: 3 clusters Score -2076866 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -2076884.875000 Penalty: 3203.260498
	Iteration 59Q: 3 clusters Score -2076885 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -2076908.250000 Penalty: 3203.260498
	Iteration 60F: 3 clusters Score -2076908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -2076920.500000 Penalty: 3203.260498
	Iteration 61Q: 3 clusters Score -2076920 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -2076929.500000 Penalty: 3203.260498
	Iteration 62Q: 3 clusters Score -2076930 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -2076950.125000 Penalty: 3203.260498
	Iteration 63Q: 3 clusters Score -2076950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -2076961.375000 Penalty: 3203.260498
	Iteration 64Q: 3 clusters Score -2076961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -2076970.000000 Penalty: 3203.260498
	Iteration 65Q: 3 clusters Score -2076970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -2076985.375000 Penalty: 3203.260498
	Iteration 66Q: 3 clusters Score -2076985 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -2076998.500000 Penalty: 3203.260498
	Iteration 67Q: 3 clusters Score -2076998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -2077001.250000 Penalty: 3203.260498
	Iteration 68Q: 3 clusters Score -2077001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -2077007.625000 Penalty: 3203.260498
	Iteration 69Q: 3 clusters Score -2077008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -2077011.250000 Penalty: 3203.260498
	Iteration 70Q: 3 clusters Score -2077011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -2077016.625000 Penalty: 3203.260498
	Iteration 71Q: 3 clusters Score -2077017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -2077022.500000 Penalty: 3203.260498
	Iteration 72Q: 3 clusters Score -2077022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -2077021.500000 Penalty: 3203.260498
	Iteration 73Q: 3 clusters Score -2077022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -2077023.750000 Penalty: 3203.260498
	Iteration 74Q: 3 clusters Score -2077024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -2077027.125000 Penalty: 3203.260498
	Iteration 75Q: 3 clusters Score -2077027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -2077023.750000 Penalty: 3203.260498
	Iteration 76Q: 3 clusters Score -2077024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -2077027.625000 Penalty: 3203.260498
	Iteration 77Q: 3 clusters Score -2077028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -2077029.875000 Penalty: 3203.260498
	Iteration 78Q: 3 clusters Score -2077030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -2077035.625000 Penalty: 3203.260498
	Iteration 79Q: 3 clusters Score -2077036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -2077035.625000 Penalty: 3203.260498
	Iteration 80F: 3 clusters Score -2077036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (68753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68753 members 
Entering Unmasked Estep 
Score: -7826437.000000 Penalty: 1809.969849
	Iteration 0F: 2 clusters Score -7826437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34453 members 
Mstep: Class 2 contains 34300 members 
Entering Unmasked Estep 
Score: -7780561.500000 Penalty: 3619.939697
	Iteration 0F: 3 clusters Score -7780562 nChanged 32569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34688 members 
Mstep: Class 2 contains 34065 members 
Entering Unmasked Estep 
Score: -7799174.500000 Penalty: 3619.939697
	Iteration 1F: 3 clusters Score -7799174 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34855 members 
Mstep: Class 2 contains 33898 members 
Entering Unmasked Estep 
Score: -7799746.500000 Penalty: 3619.939697
	Iteration 2Q: 3 clusters Score -7799746 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -7800384.000000 Penalty: 3619.939697
	Iteration 3Q: 3 clusters Score -7800384 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 33582 members 
Entering Unmasked Estep 
Score: -7801206.500000 Penalty: 3619.939697
	Iteration 4Q: 3 clusters Score -7801206 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35500 members 
Mstep: Class 2 contains 33253 members 
Entering Unmasked Estep 
Score: -7802140.000000 Penalty: 3619.939697
	Iteration 5Q: 3 clusters Score -7802140 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 32651 members 
Entering Unmasked Estep 
Score: -7803370.000000 Penalty: 3619.939697
	Iteration 6Q: 3 clusters Score -7803370 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37034 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
Score: -7804710.000000 Penalty: 3619.939697
	Iteration 7Q: 3 clusters Score -7804710 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38302 members 
Mstep: Class 2 contains 30451 members 
Entering Unmasked Estep 
Score: -7806389.000000 Penalty: 3619.939697
	Iteration 8Q: 3 clusters Score -7806389 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39977 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -7808231.500000 Penalty: 3619.939697
	Iteration 9F: 3 clusters Score -7808232 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41939 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -7810414.000000 Penalty: 3619.939697
	Iteration 10F: 3 clusters Score -7810414 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43937 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -7812453.500000 Penalty: 3619.939697
	Iteration 11F: 3 clusters Score -7812454 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45756 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -7814321.000000 Penalty: 3619.939697
	Iteration 12Q: 3 clusters Score -7814321 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47375 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -7815646.000000 Penalty: 3619.939697
	Iteration 13Q: 3 clusters Score -7815646 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48700 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -7816559.500000 Penalty: 3619.939697
	Iteration 14Q: 3 clusters Score -7816560 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49910 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -7817258.500000 Penalty: 3619.939697
	Iteration 15Q: 3 clusters Score -7817258 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50980 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -7817770.000000 Penalty: 3619.939697
	Iteration 16Q: 3 clusters Score -7817770 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51976 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -7818278.000000 Penalty: 3619.939697
	Iteration 17Q: 3 clusters Score -7818278 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53004 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -7818754.500000 Penalty: 3619.939697
	Iteration 18Q: 3 clusters Score -7818754 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54022 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -7819334.000000 Penalty: 3619.939697
	Iteration 19Q: 3 clusters Score -7819334 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55018 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -7819867.500000 Penalty: 3619.939697
	Iteration 20F: 3 clusters Score -7819868 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55979 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -7820386.000000 Penalty: 3619.939697
	Iteration 21Q: 3 clusters Score -7820386 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56834 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -7820801.500000 Penalty: 3619.939697
	Iteration 22Q: 3 clusters Score -7820802 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57656 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -7821176.000000 Penalty: 3619.939697
	Iteration 23Q: 3 clusters Score -7821176 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58465 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -7821484.500000 Penalty: 3619.939697
	Iteration 24Q: 3 clusters Score -7821484 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59206 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -7821804.500000 Penalty: 3619.939697
	Iteration 25Q: 3 clusters Score -7821804 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59901 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -7822047.000000 Penalty: 3619.939697
	Iteration 26Q: 3 clusters Score -7822047 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60565 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -7822298.500000 Penalty: 3619.939697
	Iteration 27Q: 3 clusters Score -7822298 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61190 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -7822532.000000 Penalty: 3619.939697
	Iteration 28Q: 3 clusters Score -7822532 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61782 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -7822738.500000 Penalty: 3619.939697
	Iteration 29Q: 3 clusters Score -7822738 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62311 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -7822903.000000 Penalty: 3619.939697
	Iteration 30Q: 3 clusters Score -7822903 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62809 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -7823103.000000 Penalty: 3619.939697
	Iteration 31Q: 3 clusters Score -7823103 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63275 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -7823249.000000 Penalty: 3619.939697
	Iteration 32Q: 3 clusters Score -7823249 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63710 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -7823402.500000 Penalty: 3619.939697
	Iteration 33Q: 3 clusters Score -7823402 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64150 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -7823538.000000 Penalty: 3619.939697
	Iteration 34Q: 3 clusters Score -7823538 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64565 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -7823673.500000 Penalty: 3619.939697
	Iteration 35Q: 3 clusters Score -7823674 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64943 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -7823807.500000 Penalty: 3619.939697
	Iteration 36Q: 3 clusters Score -7823808 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65285 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -7823889.000000 Penalty: 3619.939697
	Iteration 37Q: 3 clusters Score -7823889 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65601 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -7823997.000000 Penalty: 3619.939697
	Iteration 38Q: 3 clusters Score -7823997 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65895 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -7824100.500000 Penalty: 3619.939697
	Iteration 39Q: 3 clusters Score -7824100 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66167 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -7824202.000000 Penalty: 3619.939697
	Iteration 40F: 3 clusters Score -7824202 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66399 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -7824285.500000 Penalty: 3619.939697
	Iteration 41Q: 3 clusters Score -7824286 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66613 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -7824368.500000 Penalty: 3619.939697
	Iteration 42Q: 3 clusters Score -7824368 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66802 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -7824429.500000 Penalty: 3619.939697
	Iteration 43Q: 3 clusters Score -7824430 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66955 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -7824512.000000 Penalty: 3619.939697
	Iteration 44Q: 3 clusters Score -7824512 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67098 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -7824578.500000 Penalty: 3619.939697
	Iteration 45Q: 3 clusters Score -7824578 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67209 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -7824616.500000 Penalty: 3619.939697
	Iteration 46Q: 3 clusters Score -7824616 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67308 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -7824635.500000 Penalty: 3619.939697
	Iteration 47Q: 3 clusters Score -7824636 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67408 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -7824690.000000 Penalty: 3619.939697
	Iteration 48Q: 3 clusters Score -7824690 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67507 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -7824730.000000 Penalty: 3619.939697
	Iteration 49Q: 3 clusters Score -7824730 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67585 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -7824755.500000 Penalty: 3619.939697
	Iteration 50Q: 3 clusters Score -7824756 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67635 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -7824770.000000 Penalty: 3619.939697
	Iteration 51Q: 3 clusters Score -7824770 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67672 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -7824794.000000 Penalty: 3619.939697
	Iteration 52Q: 3 clusters Score -7824794 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67709 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -7824820.000000 Penalty: 3619.939697
	Iteration 53Q: 3 clusters Score -7824820 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67745 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -7824838.000000 Penalty: 3619.939697
	Iteration 54Q: 3 clusters Score -7824838 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67780 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -7824865.500000 Penalty: 3619.939697
	Iteration 55Q: 3 clusters Score -7824866 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67796 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -7824875.500000 Penalty: 3619.939697
	Iteration 56Q: 3 clusters Score -7824876 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67807 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -7824883.000000 Penalty: 3619.939697
	Iteration 57Q: 3 clusters Score -7824883 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67822 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -7824890.000000 Penalty: 3619.939697
	Iteration 58Q: 3 clusters Score -7824890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67835 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -7824903.000000 Penalty: 3619.939697
	Iteration 59Q: 3 clusters Score -7824903 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67850 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -7824898.000000 Penalty: 3619.939697
	Iteration 60F: 3 clusters Score -7824898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67858 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -7824904.000000 Penalty: 3619.939697
	Iteration 61Q: 3 clusters Score -7824904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67867 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -7824908.500000 Penalty: 3619.939697
	Iteration 62Q: 3 clusters Score -7824908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67879 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -7824911.500000 Penalty: 3619.939697
	Iteration 63Q: 3 clusters Score -7824912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67883 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -7824912.500000 Penalty: 3619.939697
	Iteration 64Q: 3 clusters Score -7824912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67891 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -7824926.500000 Penalty: 3619.939697
	Iteration 65Q: 3 clusters Score -7824926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67903 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -7824930.500000 Penalty: 3619.939697
	Iteration 66Q: 3 clusters Score -7824930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67912 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -7824931.500000 Penalty: 3619.939697
	Iteration 67Q: 3 clusters Score -7824932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67924 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -7824928.000000 Penalty: 3619.939697
	Iteration 68Q: 3 clusters Score -7824928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67930 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -7824929.500000 Penalty: 3619.939697
	Iteration 69Q: 3 clusters Score -7824930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67937 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -7824930.000000 Penalty: 3619.939697
	Iteration 70Q: 3 clusters Score -7824930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67944 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -7824937.000000 Penalty: 3619.939697
	Iteration 71Q: 3 clusters Score -7824937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67951 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -7824941.000000 Penalty: 3619.939697
	Iteration 72Q: 3 clusters Score -7824941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67955 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -7824938.000000 Penalty: 3619.939697
	Iteration 73Q: 3 clusters Score -7824938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67958 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -7824939.500000 Penalty: 3619.939697
	Iteration 74Q: 3 clusters Score -7824940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67965 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -7824948.500000 Penalty: 3619.939697
	Iteration 75Q: 3 clusters Score -7824948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67970 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -7824947.000000 Penalty: 3619.939697
	Iteration 76Q: 3 clusters Score -7824947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67976 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -7824947.500000 Penalty: 3619.939697
	Iteration 77Q: 3 clusters Score -7824948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67982 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -7824950.000000 Penalty: 3619.939697
	Iteration 78Q: 3 clusters Score -7824950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67983 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -7824949.000000 Penalty: 3619.939697
	Iteration 79Q: 3 clusters Score -7824949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67985 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -7824956.000000 Penalty: 3619.939697
	Iteration 80F: 3 clusters Score -7824956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67986 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -7824955.000000 Penalty: 3619.939697
	Iteration 81Q: 3 clusters Score -7824955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67987 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -7824953.500000 Penalty: 3619.939697
	Iteration 82Q: 3 clusters Score -7824954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67989 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -7824950.000000 Penalty: 3619.939697
	Iteration 83Q: 3 clusters Score -7824950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67990 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -7824953.500000 Penalty: 3619.939697
	Iteration 84Q: 3 clusters Score -7824954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67990 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -7824953.500000 Penalty: 3619.939697
	Iteration 85F: 3 clusters Score -7824954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (115895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115895 members 
Entering Unmasked Estep 
Score: -13731941.000000 Penalty: 1894.821411
	Iteration 0F: 2 clusters Score -1.373194e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57972 members 
Mstep: Class 2 contains 57923 members 
Entering Unmasked Estep 
Score: -13659653.000000 Penalty: 3789.642822
	Iteration 0F: 3 clusters Score -1.365965e+07 nChanged 55573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59381 members 
Mstep: Class 2 contains 56514 members 
Entering Unmasked Estep 
Score: -13691805.000000 Penalty: 3789.642822
	Iteration 1F: 3 clusters Score -1.36918e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60244 members 
Mstep: Class 2 contains 55651 members 
Entering Unmasked Estep 
Score: -13692464.000000 Penalty: 3789.642822
	Iteration 2Q: 3 clusters Score -1.369246e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61585 members 
Mstep: Class 2 contains 54310 members 
Entering Unmasked Estep 
Score: -13693172.000000 Penalty: 3789.642822
	Iteration 3Q: 3 clusters Score -1.369317e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63383 members 
Mstep: Class 2 contains 52512 members 
Entering Unmasked Estep 
Score: -13694062.000000 Penalty: 3789.642822
	Iteration 4Q: 3 clusters Score -1.369406e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65969 members 
Mstep: Class 2 contains 49926 members 
Entering Unmasked Estep 
Score: -13695321.000000 Penalty: 3789.642822
	Iteration 5Q: 3 clusters Score -1.369532e+07 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69678 members 
Mstep: Class 2 contains 46217 members 
Entering Unmasked Estep 
Score: -13697166.000000 Penalty: 3789.642822
	Iteration 6Q: 3 clusters Score -1.369717e+07 nChanged 6058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74868 members 
Mstep: Class 2 contains 41027 members 
Entering Unmasked Estep 
Score: -13700317.000000 Penalty: 3789.642822
	Iteration 7F: 3 clusters Score -1.370032e+07 nChanged 7189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81525 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -13705038.000000 Penalty: 3789.642822
	Iteration 8F: 3 clusters Score -1.370504e+07 nChanged 8159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89392 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -13711196.000000 Penalty: 3789.642822
	Iteration 9F: 3 clusters Score -1.37112e+07 nChanged 8144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97414 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -13717180.000000 Penalty: 3789.642822
	Iteration 10F: 3 clusters Score -1.371718e+07 nChanged 6897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104275 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -13722008.000000 Penalty: 3789.642822
	Iteration 11F: 3 clusters Score -1.372201e+07 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109139 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -13725198.000000 Penalty: 3789.642822
	Iteration 12Q: 3 clusters Score -1.37252e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112260 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -13727576.000000 Penalty: 3789.642822
	Iteration 13Q: 3 clusters Score -1.372758e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114067 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -13728908.000000 Penalty: 3789.642822
	Iteration 14Q: 3 clusters Score -1.372891e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115007 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -13729552.000000 Penalty: 3789.642822
	Iteration 15Q: 3 clusters Score -1.372955e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115410 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -13729923.000000 Penalty: 3789.642822
	Iteration 16Q: 3 clusters Score -1.372992e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115567 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -13730086.000000 Penalty: 3789.642822
	Iteration 17Q: 3 clusters Score -1.373009e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115629 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -13730161.000000 Penalty: 3789.642822
	Iteration 18Q: 3 clusters Score -1.373016e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115661 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -13730204.000000 Penalty: 3789.642822
	Iteration 19Q: 3 clusters Score -1.37302e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115675 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -13730215.000000 Penalty: 3789.642822
	Iteration 20F: 3 clusters Score -1.373022e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115679 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -13730227.000000 Penalty: 3789.642822
	Iteration 21Q: 3 clusters Score -1.373023e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115686 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -13730234.000000 Penalty: 3789.642822
	Iteration 22Q: 3 clusters Score -1.373023e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115689 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -13730250.000000 Penalty: 3789.642822
	Iteration 23Q: 3 clusters Score -1.373025e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115693 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -13730248.000000 Penalty: 3789.642822
	Iteration 24Q: 3 clusters Score -1.373025e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115694 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -13730244.000000 Penalty: 3789.642822
	Iteration 25Q: 3 clusters Score -1.373024e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115695 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -13730244.000000 Penalty: 3789.642822
	Iteration 26Q: 3 clusters Score -1.373024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115697 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -13730238.000000 Penalty: 3789.642822
	Iteration 27Q: 3 clusters Score -1.373024e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115696 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -13730254.000000 Penalty: 3789.642822
	Iteration 28Q: 3 clusters Score -1.373025e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115696 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -13730254.000000 Penalty: 3789.642822
	Iteration 29F: 3 clusters Score -1.373025e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (110100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110100 members 
Entering Unmasked Estep 
Score: -13019475.000000 Penalty: 1886.485962
	Iteration 0F: 2 clusters Score -1.301948e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54947 members 
Mstep: Class 2 contains 55153 members 
Entering Unmasked Estep 
Score: -12948004.000000 Penalty: 3772.971924
	Iteration 0F: 3 clusters Score -1.2948e+07 nChanged 52912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51985 members 
Mstep: Class 2 contains 58115 members 
Entering Unmasked Estep 
Score: -12978830.000000 Penalty: 3772.971924
	Iteration 1F: 3 clusters Score -1.297883e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49776 members 
Mstep: Class 2 contains 60324 members 
Entering Unmasked Estep 
Score: -12979605.000000 Penalty: 3772.971924
	Iteration 2Q: 3 clusters Score -1.29796e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46488 members 
Mstep: Class 2 contains 63612 members 
Entering Unmasked Estep 
Score: -12980794.000000 Penalty: 3772.971924
	Iteration 3Q: 3 clusters Score -1.298079e+07 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41671 members 
Mstep: Class 2 contains 68429 members 
Entering Unmasked Estep 
Score: -12982751.000000 Penalty: 3772.971924
	Iteration 4Q: 3 clusters Score -1.298275e+07 nChanged 6872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34931 members 
Mstep: Class 2 contains 75169 members 
Entering Unmasked Estep 
Score: -12986595.000000 Penalty: 3772.971924
	Iteration 5F: 3 clusters Score -1.29866e+07 nChanged 8762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 83867 members 
Entering Unmasked Estep 
Score: -12993369.000000 Penalty: 3772.971924
	Iteration 6F: 3 clusters Score -1.299337e+07 nChanged 9931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 93782 members 
Entering Unmasked Estep 
Score: -13003175.000000 Penalty: 3772.971924
	Iteration 7F: 3 clusters Score -1.300318e+07 nChanged 8668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 102442 members 
Entering Unmasked Estep 
Score: -13011350.000000 Penalty: 3772.971924
	Iteration 8F: 3 clusters Score -1.301135e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 107486 members 
Entering Unmasked Estep 
Score: -13015767.000000 Penalty: 3772.971924
	Iteration 9Q: 3 clusters Score -1.301577e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 109292 members 
Entering Unmasked Estep 
Score: -13017168.000000 Penalty: 3772.971924
	Iteration 10Q: 3 clusters Score -1.301717e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 109763 members 
Entering Unmasked Estep 
Score: -13017569.000000 Penalty: 3772.971924
	Iteration 11Q: 3 clusters Score -1.301757e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 109879 members 
Entering Unmasked Estep 
Score: -13017682.000000 Penalty: 3772.971924
	Iteration 12Q: 3 clusters Score -1.301768e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 109919 members 
Entering Unmasked Estep 
Score: -13017735.000000 Penalty: 3772.971924
	Iteration 13Q: 3 clusters Score -1.301774e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 109931 members 
Entering Unmasked Estep 
Score: -13017772.000000 Penalty: 3772.971924
	Iteration 14Q: 3 clusters Score -1.301777e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 109933 members 
Entering Unmasked Estep 
Score: -13017766.000000 Penalty: 3772.971924
	Iteration 15Q: 3 clusters Score -1.301777e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 109938 members 
Entering Unmasked Estep 
Score: -13017796.000000 Penalty: 3772.971924
	Iteration 16Q: 3 clusters Score -1.30178e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 109938 members 
Entering Unmasked Estep 
Score: -13017804.000000 Penalty: 3772.971924
	Iteration 17Q: 3 clusters Score -1.30178e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 109939 members 
Entering Unmasked Estep 
Score: -13017803.000000 Penalty: 3772.971924
	Iteration 18Q: 3 clusters Score -1.30178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 109939 members 
Entering Unmasked Estep 
Score: -13017807.000000 Penalty: 3772.971924
	Iteration 19Q: 3 clusters Score -1.301781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 109939 members 
Entering Unmasked Estep 
Score: -13017809.000000 Penalty: 3772.971924
	Iteration 20F: 3 clusters Score -1.301781e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 109940 members 
Entering Unmasked Estep 
Score: -13017805.000000 Penalty: 3772.971924
	Iteration 21Q: 3 clusters Score -1.30178e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 109941 members 
Entering Unmasked Estep 
Score: -13017806.000000 Penalty: 3772.971924
	Iteration 22Q: 3 clusters Score -1.301781e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 109942 members 
Entering Unmasked Estep 
Score: -13017814.000000 Penalty: 3772.971924
	Iteration 23Q: 3 clusters Score -1.301781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 109940 members 
Entering Unmasked Estep 
Score: -13017813.000000 Penalty: 3772.971924
	Iteration 24Q: 3 clusters Score -1.301781e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 109939 members 
Entering Unmasked Estep 
Score: -13017808.000000 Penalty: 3772.971924
	Iteration 25Q: 3 clusters Score -1.301781e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 109939 members 
Entering Unmasked Estep 
Score: -13017808.000000 Penalty: 3772.971924
	Iteration 26F: 3 clusters Score -1.301781e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Entering Unmasked Estep 
Score: -377578.593750 Penalty: 1323.934326
	Iteration 0F: 2 clusters Score -377578.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -374576.718750 Penalty: 2647.868652
	Iteration 0F: 3 clusters Score -374576.7 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -375320.343750 Penalty: 2647.868652
	Iteration 1F: 3 clusters Score -375320.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -375475.875000 Penalty: 2647.868652
	Iteration 2F: 3 clusters Score -375475.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -375559.750000 Penalty: 2647.868652
	Iteration 3F: 3 clusters Score -375559.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -375617.406250 Penalty: 2647.868652
	Iteration 4Q: 3 clusters Score -375617.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -375658.906250 Penalty: 2647.868652
	Iteration 5Q: 3 clusters Score -375658.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -375694.875000 Penalty: 2647.868652
	Iteration 6Q: 3 clusters Score -375694.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -375723.156250 Penalty: 2647.868652
	Iteration 7Q: 3 clusters Score -375723.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -375745.625000 Penalty: 2647.868652
	Iteration 8Q: 3 clusters Score -375745.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -375760.718750 Penalty: 2647.868652
	Iteration 9Q: 3 clusters Score -375760.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -375772.875000 Penalty: 2647.868652
	Iteration 10Q: 3 clusters Score -375772.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -375780.468750 Penalty: 2647.868652
	Iteration 11Q: 3 clusters Score -375780.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -375789.312500 Penalty: 2647.868652
	Iteration 12Q: 3 clusters Score -375789.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -375794.562500 Penalty: 2647.868652
	Iteration 13Q: 3 clusters Score -375794.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -375801.968750 Penalty: 2647.868652
	Iteration 14Q: 3 clusters Score -375802 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -375809.312500 Penalty: 2647.868652
	Iteration 15Q: 3 clusters Score -375809.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -375817.750000 Penalty: 2647.868652
	Iteration 16Q: 3 clusters Score -375817.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -375826.656250 Penalty: 2647.868652
	Iteration 17Q: 3 clusters Score -375826.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -375833.875000 Penalty: 2647.868652
	Iteration 18Q: 3 clusters Score -375833.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -375845.500000 Penalty: 2647.868652
	Iteration 19Q: 3 clusters Score -375845.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -375852.093750 Penalty: 2647.868652
	Iteration 20F: 3 clusters Score -375852.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -375856.093750 Penalty: 2647.868652
	Iteration 21Q: 3 clusters Score -375856.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -375861.625000 Penalty: 2647.868652
	Iteration 22Q: 3 clusters Score -375861.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -375864.312500 Penalty: 2647.868652
	Iteration 23Q: 3 clusters Score -375864.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -375865.875000 Penalty: 2647.868652
	Iteration 24Q: 3 clusters Score -375865.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -375868.062500 Penalty: 2647.868652
	Iteration 25Q: 3 clusters Score -375868.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -375870.781250 Penalty: 2647.868652
	Iteration 26Q: 3 clusters Score -375870.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -375874.593750 Penalty: 2647.868652
	Iteration 27Q: 3 clusters Score -375874.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -375879.093750 Penalty: 2647.868652
	Iteration 28Q: 3 clusters Score -375879.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -375881.625000 Penalty: 2647.868652
	Iteration 29Q: 3 clusters Score -375881.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -375883.781250 Penalty: 2647.868652
	Iteration 30Q: 3 clusters Score -375883.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -375886.031250 Penalty: 2647.868652
	Iteration 31Q: 3 clusters Score -375886 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -375893.312500 Penalty: 2647.868652
	Iteration 32Q: 3 clusters Score -375893.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -375900.687500 Penalty: 2647.868652
	Iteration 33Q: 3 clusters Score -375900.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -375912.156250 Penalty: 2647.868652
	Iteration 34Q: 3 clusters Score -375912.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -375921.812500 Penalty: 2647.868652
	Iteration 35Q: 3 clusters Score -375921.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -375930.625000 Penalty: 2647.868652
	Iteration 36Q: 3 clusters Score -375930.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -375940.000000 Penalty: 2647.868652
	Iteration 37Q: 3 clusters Score -375940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -375945.750000 Penalty: 2647.868652
	Iteration 38Q: 3 clusters Score -375945.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -375955.500000 Penalty: 2647.868652
	Iteration 39Q: 3 clusters Score -375955.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -375967.593750 Penalty: 2647.868652
	Iteration 40F: 3 clusters Score -375967.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -375976.343750 Penalty: 2647.868652
	Iteration 41Q: 3 clusters Score -375976.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -375984.062500 Penalty: 2647.868652
	Iteration 42Q: 3 clusters Score -375984.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -375991.468750 Penalty: 2647.868652
	Iteration 43Q: 3 clusters Score -375991.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -375997.812500 Penalty: 2647.868652
	Iteration 44Q: 3 clusters Score -375997.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -376004.093750 Penalty: 2647.868652
	Iteration 45Q: 3 clusters Score -376004.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -376013.781250 Penalty: 2647.868652
	Iteration 46Q: 3 clusters Score -376013.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -376022.406250 Penalty: 2647.868652
	Iteration 47Q: 3 clusters Score -376022.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -376030.187500 Penalty: 2647.868652
	Iteration 48Q: 3 clusters Score -376030.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -376033.343750 Penalty: 2647.868652
	Iteration 49Q: 3 clusters Score -376033.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -376037.375000 Penalty: 2647.868652
	Iteration 50Q: 3 clusters Score -376037.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -376043.062500 Penalty: 2647.868652
	Iteration 51Q: 3 clusters Score -376043.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -376051.437500 Penalty: 2647.868652
	Iteration 52Q: 3 clusters Score -376051.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -376058.218750 Penalty: 2647.868652
	Iteration 53Q: 3 clusters Score -376058.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -376064.625000 Penalty: 2647.868652
	Iteration 54Q: 3 clusters Score -376064.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -376072.312500 Penalty: 2647.868652
	Iteration 55Q: 3 clusters Score -376072.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -376079.375000 Penalty: 2647.868652
	Iteration 56Q: 3 clusters Score -376079.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -376086.937500 Penalty: 2647.868652
	Iteration 57Q: 3 clusters Score -376086.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -376093.968750 Penalty: 2647.868652
	Iteration 58Q: 3 clusters Score -376094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -376102.218750 Penalty: 2647.868652
	Iteration 59Q: 3 clusters Score -376102.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -376111.562500 Penalty: 2647.868652
	Iteration 60F: 3 clusters Score -376111.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -376123.812500 Penalty: 2647.868652
	Iteration 61Q: 3 clusters Score -376123.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -376148.468750 Penalty: 2647.868652
	Iteration 62Q: 3 clusters Score -376148.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -376180.937500 Penalty: 2647.868652
	Iteration 63Q: 3 clusters Score -376180.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -376202.062500 Penalty: 2647.868652
	Iteration 64Q: 3 clusters Score -376202.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -376215.593750 Penalty: 2647.868652
	Iteration 65Q: 3 clusters Score -376215.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -376226.312500 Penalty: 2647.868652
	Iteration 66Q: 3 clusters Score -376226.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -376235.906250 Penalty: 2647.868652
	Iteration 67Q: 3 clusters Score -376235.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -376245.906250 Penalty: 2647.868652
	Iteration 68Q: 3 clusters Score -376245.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -376260.937500 Penalty: 2647.868652
	Iteration 69Q: 3 clusters Score -376260.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -376274.843750 Penalty: 2647.868652
	Iteration 70Q: 3 clusters Score -376274.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -376285.812500 Penalty: 2647.868652
	Iteration 71Q: 3 clusters Score -376285.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -376297.906250 Penalty: 2647.868652
	Iteration 72Q: 3 clusters Score -376297.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -376307.875000 Penalty: 2647.868652
	Iteration 73Q: 3 clusters Score -376307.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -376314.937500 Penalty: 2647.868652
	Iteration 74Q: 3 clusters Score -376314.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -376318.875000 Penalty: 2647.868652
	Iteration 75Q: 3 clusters Score -376318.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -376320.875000 Penalty: 2647.868652
	Iteration 76Q: 3 clusters Score -376320.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -376322.250000 Penalty: 2647.868652
	Iteration 77Q: 3 clusters Score -376322.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -376323.593750 Penalty: 2647.868652
	Iteration 78Q: 3 clusters Score -376323.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -376327.687500 Penalty: 2647.868652
	Iteration 79Q: 3 clusters Score -376327.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -376329.281250 Penalty: 2647.868652
	Iteration 80F: 3 clusters Score -376329.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -376330.906250 Penalty: 2647.868652
	Iteration 81Q: 3 clusters Score -376330.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -376333.656250 Penalty: 2647.868652
	Iteration 82Q: 3 clusters Score -376333.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -376334.125000 Penalty: 2647.868652
	Iteration 83Q: 3 clusters Score -376334.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -376334.187500 Penalty: 2647.868652
	Iteration 84Q: 3 clusters Score -376334.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -376335.531250 Penalty: 2647.868652
	Iteration 85Q: 3 clusters Score -376335.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -376336.437500 Penalty: 2647.868652
	Iteration 86Q: 3 clusters Score -376336.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -376338.906250 Penalty: 2647.868652
	Iteration 87Q: 3 clusters Score -376338.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -376340.531250 Penalty: 2647.868652
	Iteration 88Q: 3 clusters Score -376340.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -376342.437500 Penalty: 2647.868652
	Iteration 89Q: 3 clusters Score -376342.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -376342.531250 Penalty: 2647.868652
	Iteration 90Q: 3 clusters Score -376342.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -376344.125000 Penalty: 2647.868652
	Iteration 91Q: 3 clusters Score -376344.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -376345.500000 Penalty: 2647.868652
	Iteration 92Q: 3 clusters Score -376345.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -376347.125000 Penalty: 2647.868652
	Iteration 93Q: 3 clusters Score -376347.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -376348.718750 Penalty: 2647.868652
	Iteration 94Q: 3 clusters Score -376348.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -376349.500000 Penalty: 2647.868652
	Iteration 95Q: 3 clusters Score -376349.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -376350.531250 Penalty: 2647.868652
	Iteration 96Q: 3 clusters Score -376350.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -376350.750000 Penalty: 2647.868652
	Iteration 97Q: 3 clusters Score -376350.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -376350.750000 Penalty: 2647.868652
	Iteration 98F: 3 clusters Score -376350.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (66773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66773 members 
Entering Unmasked Estep 
Score: -7975601.500000 Penalty: 1805.221191
	Iteration 0F: 2 clusters Score -7975602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 33542 members 
Entering Unmasked Estep 
Score: -7931130.000000 Penalty: 3610.442383
	Iteration 0F: 3 clusters Score -7931130 nChanged 31613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 2 contains 35253 members 
Entering Unmasked Estep 
Score: -7949130.500000 Penalty: 3610.442383
	Iteration 1F: 3 clusters Score -7949130 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30464 members 
Mstep: Class 2 contains 36309 members 
Entering Unmasked Estep 
Score: -7949684.000000 Penalty: 3610.442383
	Iteration 2Q: 3 clusters Score -7949684 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 37865 members 
Entering Unmasked Estep 
Score: -7950357.500000 Penalty: 3610.442383
	Iteration 3Q: 3 clusters Score -7950358 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26633 members 
Mstep: Class 2 contains 40140 members 
Entering Unmasked Estep 
Score: -7951451.000000 Penalty: 3610.442383
	Iteration 4Q: 3 clusters Score -7951451 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 43492 members 
Entering Unmasked Estep 
Score: -7953462.000000 Penalty: 3610.442383
	Iteration 5F: 3 clusters Score -7953462 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 47921 members 
Entering Unmasked Estep 
Score: -7956752.500000 Penalty: 3610.442383
	Iteration 6F: 3 clusters Score -7956752 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 53034 members 
Entering Unmasked Estep 
Score: -7961201.500000 Penalty: 3610.442383
	Iteration 7F: 3 clusters Score -7961202 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 57785 members 
Entering Unmasked Estep 
Score: -7965745.000000 Penalty: 3610.442383
	Iteration 8F: 3 clusters Score -7965745 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 61106 members 
Entering Unmasked Estep 
Score: -7969116.000000 Penalty: 3610.442383
	Iteration 9F: 3 clusters Score -7969116 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 63065 members 
Entering Unmasked Estep 
Score: -7971170.000000 Penalty: 3610.442383
	Iteration 10Q: 3 clusters Score -7971170 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 64164 members 
Entering Unmasked Estep 
Score: -7972376.000000 Penalty: 3610.442383
	Iteration 11Q: 3 clusters Score -7972376 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 64715 members 
Entering Unmasked Estep 
Score: -7973048.000000 Penalty: 3610.442383
	Iteration 12Q: 3 clusters Score -7973048 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 65026 members 
Entering Unmasked Estep 
Score: -7973441.500000 Penalty: 3610.442383
	Iteration 13Q: 3 clusters Score -7973442 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 65185 members 
Entering Unmasked Estep 
Score: -7973666.000000 Penalty: 3610.442383
	Iteration 14Q: 3 clusters Score -7973666 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 65283 members 
Entering Unmasked Estep 
Score: -7973814.500000 Penalty: 3610.442383
	Iteration 15Q: 3 clusters Score -7973814 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 65349 members 
Entering Unmasked Estep 
Score: -7973926.500000 Penalty: 3610.442383
	Iteration 16Q: 3 clusters Score -7973926 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 65387 members 
Entering Unmasked Estep 
Score: -7973997.500000 Penalty: 3610.442383
	Iteration 17Q: 3 clusters Score -7973998 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 65408 members 
Entering Unmasked Estep 
Score: -7974063.000000 Penalty: 3610.442383
	Iteration 18Q: 3 clusters Score -7974063 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 65396 members 
Entering Unmasked Estep 
Score: -7974116.000000 Penalty: 3610.442383
	Iteration 19Q: 3 clusters Score -7974116 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 65381 members 
Entering Unmasked Estep 
Score: -7974161.000000 Penalty: 3610.442383
	Iteration 20F: 3 clusters Score -7974161 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 65372 members 
Entering Unmasked Estep 
Score: -7974195.500000 Penalty: 3610.442383
	Iteration 21Q: 3 clusters Score -7974196 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 65360 members 
Entering Unmasked Estep 
Score: -7974208.000000 Penalty: 3610.442383
	Iteration 22Q: 3 clusters Score -7974208 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 65345 members 
Entering Unmasked Estep 
Score: -7974243.500000 Penalty: 3610.442383
	Iteration 23Q: 3 clusters Score -7974244 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 65325 members 
Entering Unmasked Estep 
Score: -7974261.000000 Penalty: 3610.442383
	Iteration 24Q: 3 clusters Score -7974261 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 65290 members 
Entering Unmasked Estep 
Score: -7974297.000000 Penalty: 3610.442383
	Iteration 25Q: 3 clusters Score -7974297 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 65238 members 
Entering Unmasked Estep 
Score: -7974334.500000 Penalty: 3610.442383
	Iteration 26Q: 3 clusters Score -7974334 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 65164 members 
Entering Unmasked Estep 
Score: -7974341.500000 Penalty: 3610.442383
	Iteration 27Q: 3 clusters Score -7974342 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 65100 members 
Entering Unmasked Estep 
Score: -7974392.500000 Penalty: 3610.442383
	Iteration 28Q: 3 clusters Score -7974392 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 65030 members 
Entering Unmasked Estep 
Score: -7974409.000000 Penalty: 3610.442383
	Iteration 29Q: 3 clusters Score -7974409 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 64948 members 
Entering Unmasked Estep 
Score: -7974448.000000 Penalty: 3610.442383
	Iteration 30Q: 3 clusters Score -7974448 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 64876 members 
Entering Unmasked Estep 
Score: -7974477.500000 Penalty: 3610.442383
	Iteration 31Q: 3 clusters Score -7974478 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 64813 members 
Entering Unmasked Estep 
Score: -7974504.500000 Penalty: 3610.442383
	Iteration 32Q: 3 clusters Score -7974504 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 64769 members 
Entering Unmasked Estep 
Score: -7974490.500000 Penalty: 3610.442383
	Iteration 33Q: 3 clusters Score -7974490 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 64720 members 
Entering Unmasked Estep 
Score: -7974477.500000 Penalty: 3610.442383
	Iteration 34Q: 3 clusters Score -7974478 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 64671 members 
Entering Unmasked Estep 
Score: -7974481.500000 Penalty: 3610.442383
	Iteration 35Q: 3 clusters Score -7974482 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 64625 members 
Entering Unmasked Estep 
Score: -7974490.500000 Penalty: 3610.442383
	Iteration 36Q: 3 clusters Score -7974490 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 64585 members 
Entering Unmasked Estep 
Score: -7974482.000000 Penalty: 3610.442383
	Iteration 37Q: 3 clusters Score -7974482 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 64568 members 
Entering Unmasked Estep 
Score: -7974475.000000 Penalty: 3610.442383
	Iteration 38Q: 3 clusters Score -7974475 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 64546 members 
Entering Unmasked Estep 
Score: -7974465.500000 Penalty: 3610.442383
	Iteration 39Q: 3 clusters Score -7974466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 64534 members 
Entering Unmasked Estep 
Score: -7974499.500000 Penalty: 3610.442383
	Iteration 40F: 3 clusters Score -7974500 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 64478 members 
Entering Unmasked Estep 
Score: -7974523.500000 Penalty: 3610.442383
	Iteration 41Q: 3 clusters Score -7974524 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 64436 members 
Entering Unmasked Estep 
Score: -7974526.500000 Penalty: 3610.442383
	Iteration 42Q: 3 clusters Score -7974526 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 64393 members 
Entering Unmasked Estep 
Score: -7974532.500000 Penalty: 3610.442383
	Iteration 43Q: 3 clusters Score -7974532 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 64352 members 
Entering Unmasked Estep 
Score: -7974529.500000 Penalty: 3610.442383
	Iteration 44Q: 3 clusters Score -7974530 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 64325 members 
Entering Unmasked Estep 
Score: -7974526.500000 Penalty: 3610.442383
	Iteration 45Q: 3 clusters Score -7974526 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 64294 members 
Entering Unmasked Estep 
Score: -7974537.500000 Penalty: 3610.442383
	Iteration 46Q: 3 clusters Score -7974538 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 64256 members 
Entering Unmasked Estep 
Score: -7974528.000000 Penalty: 3610.442383
	Iteration 47Q: 3 clusters Score -7974528 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 64223 members 
Entering Unmasked Estep 
Score: -7974547.000000 Penalty: 3610.442383
	Iteration 48Q: 3 clusters Score -7974547 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 64197 members 
Entering Unmasked Estep 
Score: -7974536.500000 Penalty: 3610.442383
	Iteration 49Q: 3 clusters Score -7974536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 64183 members 
Entering Unmasked Estep 
Score: -7974540.500000 Penalty: 3610.442383
	Iteration 50Q: 3 clusters Score -7974540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 64166 members 
Entering Unmasked Estep 
Score: -7974537.500000 Penalty: 3610.442383
	Iteration 51Q: 3 clusters Score -7974538 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 64149 members 
Entering Unmasked Estep 
Score: -7974540.000000 Penalty: 3610.442383
	Iteration 52Q: 3 clusters Score -7974540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 64132 members 
Entering Unmasked Estep 
Score: -7974539.500000 Penalty: 3610.442383
	Iteration 53Q: 3 clusters Score -7974540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 64120 members 
Entering Unmasked Estep 
Score: -7974544.500000 Penalty: 3610.442383
	Iteration 54Q: 3 clusters Score -7974544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 64105 members 
Entering Unmasked Estep 
Score: -7974547.500000 Penalty: 3610.442383
	Iteration 55Q: 3 clusters Score -7974548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 64088 members 
Entering Unmasked Estep 
Score: -7974551.500000 Penalty: 3610.442383
	Iteration 56Q: 3 clusters Score -7974552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 64083 members 
Entering Unmasked Estep 
Score: -7974543.500000 Penalty: 3610.442383
	Iteration 57Q: 3 clusters Score -7974544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 64073 members 
Entering Unmasked Estep 
Score: -7974542.000000 Penalty: 3610.442383
	Iteration 58Q: 3 clusters Score -7974542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 64059 members 
Entering Unmasked Estep 
Score: -7974549.000000 Penalty: 3610.442383
	Iteration 59Q: 3 clusters Score -7974549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 64049 members 
Entering Unmasked Estep 
Score: -7974550.000000 Penalty: 3610.442383
	Iteration 60F: 3 clusters Score -7974550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 64045 members 
Entering Unmasked Estep 
Score: -7974547.000000 Penalty: 3610.442383
	Iteration 61Q: 3 clusters Score -7974547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 64041 members 
Entering Unmasked Estep 
Score: -7974545.000000 Penalty: 3610.442383
	Iteration 62Q: 3 clusters Score -7974545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 64036 members 
Entering Unmasked Estep 
Score: -7974550.500000 Penalty: 3610.442383
	Iteration 63Q: 3 clusters Score -7974550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 64033 members 
Entering Unmasked Estep 
Score: -7974553.500000 Penalty: 3610.442383
	Iteration 64Q: 3 clusters Score -7974554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 64029 members 
Entering Unmasked Estep 
Score: -7974556.500000 Penalty: 3610.442383
	Iteration 65Q: 3 clusters Score -7974556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 64024 members 
Entering Unmasked Estep 
Score: -7974548.500000 Penalty: 3610.442383
	Iteration 66Q: 3 clusters Score -7974548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 64023 members 
Entering Unmasked Estep 
Score: -7974552.000000 Penalty: 3610.442383
	Iteration 67Q: 3 clusters Score -7974552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 64020 members 
Entering Unmasked Estep 
Score: -7974553.000000 Penalty: 3610.442383
	Iteration 68Q: 3 clusters Score -7974553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 64020 members 
Entering Unmasked Estep 
Score: -7974553.000000 Penalty: 3610.442383
	Iteration 69F: 3 clusters Score -7974553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (33567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Entering Unmasked Estep 
Score: -4020087.250000 Penalty: 1693.461060
	Iteration 0F: 2 clusters Score -4020087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -3997502.750000 Penalty: 3386.922119
	Iteration 0F: 3 clusters Score -3997503 nChanged 15477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -4006183.250000 Penalty: 3386.922119
	Iteration 1F: 3 clusters Score -4006183 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -4006600.000000 Penalty: 3386.922119
	Iteration 2Q: 3 clusters Score -4006600 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -4007034.250000 Penalty: 3386.922119
	Iteration 3Q: 3 clusters Score -4007034 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -4007583.250000 Penalty: 3386.922119
	Iteration 4Q: 3 clusters Score -4007583 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -4008217.250000 Penalty: 3386.922119
	Iteration 5Q: 3 clusters Score -4008217 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -4009043.250000 Penalty: 3386.922119
	Iteration 6Q: 3 clusters Score -4009043 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -4010196.500000 Penalty: 3386.922119
	Iteration 7F: 3 clusters Score -4010196 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -4011602.500000 Penalty: 3386.922119
	Iteration 8F: 3 clusters Score -4011602 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -4012849.750000 Penalty: 3386.922119
	Iteration 9F: 3 clusters Score -4012850 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -4013614.250000 Penalty: 3386.922119
	Iteration 10Q: 3 clusters Score -4013614 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -4013962.250000 Penalty: 3386.922119
	Iteration 11Q: 3 clusters Score -4013962 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -4014089.500000 Penalty: 3386.922119
	Iteration 12Q: 3 clusters Score -4014090 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -4014171.000000 Penalty: 3386.922119
	Iteration 13Q: 3 clusters Score -4014171 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -4014230.750000 Penalty: 3386.922119
	Iteration 14Q: 3 clusters Score -4014231 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -4014281.000000 Penalty: 3386.922119
	Iteration 15Q: 3 clusters Score -4014281 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -4014298.000000 Penalty: 3386.922119
	Iteration 16Q: 3 clusters Score -4014298 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -4014318.750000 Penalty: 3386.922119
	Iteration 17Q: 3 clusters Score -4014319 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -4014363.250000 Penalty: 3386.922119
	Iteration 18Q: 3 clusters Score -4014363 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -4014390.250000 Penalty: 3386.922119
	Iteration 19Q: 3 clusters Score -4014390 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -4014422.000000 Penalty: 3386.922119
	Iteration 20F: 3 clusters Score -4014422 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -4014440.250000 Penalty: 3386.922119
	Iteration 21Q: 3 clusters Score -4014440 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -4014455.250000 Penalty: 3386.922119
	Iteration 22Q: 3 clusters Score -4014455 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -4014478.750000 Penalty: 3386.922119
	Iteration 23Q: 3 clusters Score -4014479 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -4014509.500000 Penalty: 3386.922119
	Iteration 24Q: 3 clusters Score -4014510 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -4014551.500000 Penalty: 3386.922119
	Iteration 25Q: 3 clusters Score -4014552 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -4014592.250000 Penalty: 3386.922119
	Iteration 26Q: 3 clusters Score -4014592 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -4014632.750000 Penalty: 3386.922119
	Iteration 27Q: 3 clusters Score -4014633 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -4014667.500000 Penalty: 3386.922119
	Iteration 28Q: 3 clusters Score -4014668 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -4014694.000000 Penalty: 3386.922119
	Iteration 29Q: 3 clusters Score -4014694 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -4014710.750000 Penalty: 3386.922119
	Iteration 30Q: 3 clusters Score -4014711 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -4014753.000000 Penalty: 3386.922119
	Iteration 31Q: 3 clusters Score -4014753 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -4014789.250000 Penalty: 3386.922119
	Iteration 32Q: 3 clusters Score -4014789 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -4014823.750000 Penalty: 3386.922119
	Iteration 33Q: 3 clusters Score -4014824 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -4014887.750000 Penalty: 3386.922119
	Iteration 34Q: 3 clusters Score -4014888 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -4014930.750000 Penalty: 3386.922119
	Iteration 35Q: 3 clusters Score -4014931 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -4014959.500000 Penalty: 3386.922119
	Iteration 36Q: 3 clusters Score -4014960 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -4014996.750000 Penalty: 3386.922119
	Iteration 37Q: 3 clusters Score -4014997 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -4015020.500000 Penalty: 3386.922119
	Iteration 38Q: 3 clusters Score -4015020 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -4015064.000000 Penalty: 3386.922119
	Iteration 39Q: 3 clusters Score -4015064 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -4015083.750000 Penalty: 3386.922119
	Iteration 40F: 3 clusters Score -4015084 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -4015133.000000 Penalty: 3386.922119
	Iteration 41Q: 3 clusters Score -4015133 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -4015168.500000 Penalty: 3386.922119
	Iteration 42Q: 3 clusters Score -4015168 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -4015195.750000 Penalty: 3386.922119
	Iteration 43Q: 3 clusters Score -4015196 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -4015230.750000 Penalty: 3386.922119
	Iteration 44Q: 3 clusters Score -4015231 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -4015264.000000 Penalty: 3386.922119
	Iteration 45Q: 3 clusters Score -4015264 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -4015310.250000 Penalty: 3386.922119
	Iteration 46Q: 3 clusters Score -4015310 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -4015348.500000 Penalty: 3386.922119
	Iteration 47Q: 3 clusters Score -4015348 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -4015396.250000 Penalty: 3386.922119
	Iteration 48Q: 3 clusters Score -4015396 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -4015461.250000 Penalty: 3386.922119
	Iteration 49Q: 3 clusters Score -4015461 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -4015508.000000 Penalty: 3386.922119
	Iteration 50Q: 3 clusters Score -4015508 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -4015573.750000 Penalty: 3386.922119
	Iteration 51Q: 3 clusters Score -4015574 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -4015654.500000 Penalty: 3386.922119
	Iteration 52Q: 3 clusters Score -4015654 nChanged 326
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4015764 nChanged 363
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4015910 nChanged 411
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4016034 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -4016143.500000 Penalty: 3386.922119
	Iteration 56Q: 3 clusters Score -4016144 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -4016254.500000 Penalty: 3386.922119
	Iteration 57Q: 3 clusters Score -4016254 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -4016342.500000 Penalty: 3386.922119
	Iteration 58Q: 3 clusters Score -4016342 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -4016457.500000 Penalty: 3386.922119
	Iteration 59Q: 3 clusters Score -4016458 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -4016535.250000 Penalty: 3386.922119
	Iteration 60F: 3 clusters Score -4016535 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4016629 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4016688 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4016766 nChanged 237
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -4016810.750000 Penalty: 3386.922119
	Iteration 64Q: 3 clusters Score -4016811 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4016831 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -4016839.000000 Penalty: 3386.922119
	Iteration 66Q: 3 clusters Score -4016839 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4016873 nChanged 177
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -4016886.250000 Penalty: 3386.922119
	Iteration 68Q: 3 clusters Score -4016886 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -4016916.500000 Penalty: 3386.922119
	Iteration 69Q: 3 clusters Score -4016916 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -4016936.500000 Penalty: 3386.922119
	Iteration 70Q: 3 clusters Score -4016936 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -4016958.250000 Penalty: 3386.922119
	Iteration 71Q: 3 clusters Score -4016958 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -4016985.500000 Penalty: 3386.922119
	Iteration 72Q: 3 clusters Score -4016986 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -4017002.750000 Penalty: 3386.922119
	Iteration 73Q: 3 clusters Score -4017003 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -4017011.000000 Penalty: 3386.922119
	Iteration 74Q: 3 clusters Score -4017011 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -4017040.250000 Penalty: 3386.922119
	Iteration 75Q: 3 clusters Score -4017040 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4017074 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -4017075.000000 Penalty: 3386.922119
	Iteration 77Q: 3 clusters Score -4017075 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4017082 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4017081 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -4017091.500000 Penalty: 3386.922119
	Iteration 80F: 3 clusters Score -4017092 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -4017110.500000 Penalty: 3386.922119
	Iteration 81Q: 3 clusters Score -4017110 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -4017107.750000 Penalty: 3386.922119
	Iteration 82Q: 3 clusters Score -4017108 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -4017123.500000 Penalty: 3386.922119
	Iteration 83Q: 3 clusters Score -4017124 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -4017141.750000 Penalty: 3386.922119
	Iteration 84Q: 3 clusters Score -4017142 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -4017150.250000 Penalty: 3386.922119
	Iteration 85Q: 3 clusters Score -4017150 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -4017163.500000 Penalty: 3386.922119
	Iteration 86Q: 3 clusters Score -4017164 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -4017158.000000 Penalty: 3386.922119
	Iteration 87Q: 3 clusters Score -4017158 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -4017161.000000 Penalty: 3386.922119
	Iteration 88Q: 3 clusters Score -4017161 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -4017171.500000 Penalty: 3386.922119
	Iteration 89Q: 3 clusters Score -4017172 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -4017180.500000 Penalty: 3386.922119
	Iteration 90Q: 3 clusters Score -4017180 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -4017190.250000 Penalty: 3386.922119
	Iteration 91Q: 3 clusters Score -4017190 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -4017204.000000 Penalty: 3386.922119
	Iteration 92Q: 3 clusters Score -4017204 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -4017224.750000 Penalty: 3386.922119
	Iteration 93Q: 3 clusters Score -4017225 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -4017232.000000 Penalty: 3386.922119
	Iteration 94Q: 3 clusters Score -4017232 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -4017234.250000 Penalty: 3386.922119
	Iteration 95Q: 3 clusters Score -4017234 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -4017230.250000 Penalty: 3386.922119
	Iteration 96Q: 3 clusters Score -4017230 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -4017233.750000 Penalty: 3386.922119
	Iteration 97Q: 3 clusters Score -4017234 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -4017250.250000 Penalty: 3386.922119
	Iteration 98Q: 3 clusters Score -4017250 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -4017258.750000 Penalty: 3386.922119
	Iteration 99Q: 3 clusters Score -4017259 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
Score: -4017266.000000 Penalty: 3386.922119
	Iteration 100F: 3 clusters Score -4017266 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -4017273.250000 Penalty: 3386.922119
	Iteration 101Q: 3 clusters Score -4017273 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -4017276.750000 Penalty: 3386.922119
	Iteration 102Q: 3 clusters Score -4017277 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -4017270.500000 Penalty: 3386.922119
	Iteration 103Q: 3 clusters Score -4017270 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -4017273.000000 Penalty: 3386.922119
	Iteration 104Q: 3 clusters Score -4017273 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -4017280.000000 Penalty: 3386.922119
	Iteration 105Q: 3 clusters Score -4017280 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -4017279.250000 Penalty: 3386.922119
	Iteration 106Q: 3 clusters Score -4017279 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -4017298.000000 Penalty: 3386.922119
	Iteration 107Q: 3 clusters Score -4017298 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -4017300.250000 Penalty: 3386.922119
	Iteration 108Q: 3 clusters Score -4017300 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -4017298.500000 Penalty: 3386.922119
	Iteration 109Q: 3 clusters Score -4017298 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -4017303.750000 Penalty: 3386.922119
	Iteration 110Q: 3 clusters Score -4017304 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -4017308.500000 Penalty: 3386.922119
	Iteration 111Q: 3 clusters Score -4017308 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -4017301.750000 Penalty: 3386.922119
	Iteration 112Q: 3 clusters Score -4017302 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -4017307.000000 Penalty: 3386.922119
	Iteration 113Q: 3 clusters Score -4017307 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -4017306.750000 Penalty: 3386.922119
	Iteration 114Q: 3 clusters Score -4017307 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -4017310.750000 Penalty: 3386.922119
	Iteration 115Q: 3 clusters Score -4017311 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -4017314.250000 Penalty: 3386.922119
	Iteration 116Q: 3 clusters Score -4017314 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 25510 members 
Entering Unmasked Estep 
Score: -4017328.500000 Penalty: 3386.922119
	Iteration 117Q: 3 clusters Score -4017328 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -4017334.750000 Penalty: 3386.922119
	Iteration 118Q: 3 clusters Score -4017335 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -4017327.500000 Penalty: 3386.922119
	Iteration 119Q: 3 clusters Score -4017328 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -4017330.500000 Penalty: 3386.922119
	Iteration 120F: 3 clusters Score -4017330 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -4017341.500000 Penalty: 3386.922119
	Iteration 121Q: 3 clusters Score -4017342 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
Score: -4017339.250000 Penalty: 3386.922119
	Iteration 122Q: 3 clusters Score -4017339 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -4017357.750000 Penalty: 3386.922119
	Iteration 123Q: 3 clusters Score -4017358 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -4017349.250000 Penalty: 3386.922119
	Iteration 124Q: 3 clusters Score -4017349 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -4017351.000000 Penalty: 3386.922119
	Iteration 125Q: 3 clusters Score -4017351 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 25981 members 
Entering Unmasked Estep 
Score: -4017353.750000 Penalty: 3386.922119
	Iteration 126Q: 3 clusters Score -4017354 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -4017362.250000 Penalty: 3386.922119
	Iteration 127Q: 3 clusters Score -4017362 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -4017380.000000 Penalty: 3386.922119
	Iteration 128Q: 3 clusters Score -4017380 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -4017381.000000 Penalty: 3386.922119
	Iteration 129Q: 3 clusters Score -4017381 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 26203 members 
Entering Unmasked Estep 
Score: -4017396.500000 Penalty: 3386.922119
	Iteration 130Q: 3 clusters Score -4017396 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -4017395.000000 Penalty: 3386.922119
	Iteration 131Q: 3 clusters Score -4017395 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -4017392.250000 Penalty: 3386.922119
	Iteration 132Q: 3 clusters Score -4017392 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -4017393.250000 Penalty: 3386.922119
	Iteration 133Q: 3 clusters Score -4017393 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -4017398.750000 Penalty: 3386.922119
	Iteration 134Q: 3 clusters Score -4017399 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -4017399.750000 Penalty: 3386.922119
	Iteration 135Q: 3 clusters Score -4017400 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -4017402.250000 Penalty: 3386.922119
	Iteration 136Q: 3 clusters Score -4017402 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -4017403.250000 Penalty: 3386.922119
	Iteration 137Q: 3 clusters Score -4017403 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 26493 members 
Entering Unmasked Estep 
Score: -4017402.250000 Penalty: 3386.922119
	Iteration 138Q: 3 clusters Score -4017402 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 26535 members 
Entering Unmasked Estep 
Score: -4017407.250000 Penalty: 3386.922119
	Iteration 139Q: 3 clusters Score -4017407 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -4017422.750000 Penalty: 3386.922119
	Iteration 140F: 3 clusters Score -4017423 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -4017425.500000 Penalty: 3386.922119
	Iteration 141Q: 3 clusters Score -4017426 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 26661 members 
Entering Unmasked Estep 
Score: -4017426.750000 Penalty: 3386.922119
	Iteration 142Q: 3 clusters Score -4017427 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 26690 members 
Entering Unmasked Estep 
Score: -4017435.000000 Penalty: 3386.922119
	Iteration 143Q: 3 clusters Score -4017435 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -4017435.000000 Penalty: 3386.922119
	Iteration 144Q: 3 clusters Score -4017435 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 26745 members 
Entering Unmasked Estep 
Score: -4017434.750000 Penalty: 3386.922119
	Iteration 145Q: 3 clusters Score -4017435 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -4017429.250000 Penalty: 3386.922119
	Iteration 146Q: 3 clusters Score -4017429 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -4017425.250000 Penalty: 3386.922119
	Iteration 147Q: 3 clusters Score -4017425 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 26816 members 
Entering Unmasked Estep 
Score: -4017431.750000 Penalty: 3386.922119
	Iteration 148Q: 3 clusters Score -4017432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 26839 members 
Entering Unmasked Estep 
Score: -4017444.500000 Penalty: 3386.922119
	Iteration 149Q: 3 clusters Score -4017444 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
Score: -4017448.000000 Penalty: 3386.922119
	Iteration 150Q: 3 clusters Score -4017448 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 26906 members 
Entering Unmasked Estep 
Score: -4017456.250000 Penalty: 3386.922119
	Iteration 151Q: 3 clusters Score -4017456 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -4017460.000000 Penalty: 3386.922119
	Iteration 152Q: 3 clusters Score -4017460 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -4017465.750000 Penalty: 3386.922119
	Iteration 153Q: 3 clusters Score -4017466 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 27011 members 
Entering Unmasked Estep 
Score: -4017474.250000 Penalty: 3386.922119
	Iteration 154Q: 3 clusters Score -4017474 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -4017467.000000 Penalty: 3386.922119
	Iteration 155Q: 3 clusters Score -4017467 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -4017467.750000 Penalty: 3386.922119
	Iteration 156Q: 3 clusters Score -4017468 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -4017464.750000 Penalty: 3386.922119
	Iteration 157Q: 3 clusters Score -4017465 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -4017466.500000 Penalty: 3386.922119
	Iteration 158Q: 3 clusters Score -4017466 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -4017471.250000 Penalty: 3386.922119
	Iteration 159Q: 3 clusters Score -4017471 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -4017476.000000 Penalty: 3386.922119
	Iteration 160F: 3 clusters Score -4017476 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -4017478.750000 Penalty: 3386.922119
	Iteration 161Q: 3 clusters Score -4017479 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -4017479.750000 Penalty: 3386.922119
	Iteration 162Q: 3 clusters Score -4017480 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
Score: -4017488.750000 Penalty: 3386.922119
	Iteration 163Q: 3 clusters Score -4017489 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -4017492.000000 Penalty: 3386.922119
	Iteration 164Q: 3 clusters Score -4017492 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -4017495.250000 Penalty: 3386.922119
	Iteration 165Q: 3 clusters Score -4017495 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -4017492.750000 Penalty: 3386.922119
	Iteration 166Q: 3 clusters Score -4017493 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -4017491.250000 Penalty: 3386.922119
	Iteration 167Q: 3 clusters Score -4017491 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -4017500.250000 Penalty: 3386.922119
	Iteration 168Q: 3 clusters Score -4017500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -4017495.000000 Penalty: 3386.922119
	Iteration 169Q: 3 clusters Score -4017495 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -4017498.000000 Penalty: 3386.922119
	Iteration 170Q: 3 clusters Score -4017498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -4017496.750000 Penalty: 3386.922119
	Iteration 171Q: 3 clusters Score -4017497 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 27510 members 
Entering Unmasked Estep 
Score: -4017498.750000 Penalty: 3386.922119
	Iteration 172Q: 3 clusters Score -4017499 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -4017505.750000 Penalty: 3386.922119
	Iteration 173Q: 3 clusters Score -4017506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -4017508.750000 Penalty: 3386.922119
	Iteration 174Q: 3 clusters Score -4017509 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -4017517.500000 Penalty: 3386.922119
	Iteration 175Q: 3 clusters Score -4017518 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -4017511.750000 Penalty: 3386.922119
	Iteration 176Q: 3 clusters Score -4017512 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -4017511.250000 Penalty: 3386.922119
	Iteration 177Q: 3 clusters Score -4017511 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -4017510.750000 Penalty: 3386.922119
	Iteration 178Q: 3 clusters Score -4017511 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
Score: -4017511.000000 Penalty: 3386.922119
	Iteration 179Q: 3 clusters Score -4017511 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 27697 members 
Entering Unmasked Estep 
Score: -4017512.500000 Penalty: 3386.922119
	Iteration 180F: 3 clusters Score -4017512 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -4017511.750000 Penalty: 3386.922119
	Iteration 181Q: 3 clusters Score -4017512 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 27741 members 
Entering Unmasked Estep 
Score: -4017512.250000 Penalty: 3386.922119
	Iteration 182Q: 3 clusters Score -4017512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -4017511.250000 Penalty: 3386.922119
	Iteration 183Q: 3 clusters Score -4017511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -4017509.000000 Penalty: 3386.922119
	Iteration 184Q: 3 clusters Score -4017509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -4017516.250000 Penalty: 3386.922119
	Iteration 185Q: 3 clusters Score -4017516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -4017517.750000 Penalty: 3386.922119
	Iteration 186Q: 3 clusters Score -4017518 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -4017512.750000 Penalty: 3386.922119
	Iteration 187Q: 3 clusters Score -4017513 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -4017515.750000 Penalty: 3386.922119
	Iteration 188Q: 3 clusters Score -4017516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 27835 members 
Entering Unmasked Estep 
Score: -4017514.000000 Penalty: 3386.922119
	Iteration 189Q: 3 clusters Score -4017514 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -4017518.500000 Penalty: 3386.922119
	Iteration 190Q: 3 clusters Score -4017518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -4017519.500000 Penalty: 3386.922119
	Iteration 191Q: 3 clusters Score -4017520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 27896 members 
Entering Unmasked Estep 
Score: -4017518.500000 Penalty: 3386.922119
	Iteration 192Q: 3 clusters Score -4017518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -4017522.250000 Penalty: 3386.922119
	Iteration 193Q: 3 clusters Score -4017522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -4017520.500000 Penalty: 3386.922119
	Iteration 194Q: 3 clusters Score -4017520 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -4017515.250000 Penalty: 3386.922119
	Iteration 195Q: 3 clusters Score -4017515 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -4017522.500000 Penalty: 3386.922119
	Iteration 196Q: 3 clusters Score -4017522 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -4017527.500000 Penalty: 3386.922119
	Iteration 197Q: 3 clusters Score -4017528 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -4017519.500000 Penalty: 3386.922119
	Iteration 198Q: 3 clusters Score -4017520 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 28061 members 
Entering Unmasked Estep 
Score: -4017536.250000 Penalty: 3386.922119
	Iteration 199Q: 3 clusters Score -4017536 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -4017541.250000 Penalty: 3386.922119
	Iteration 200F: 3 clusters Score -4017541 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -4017540.750000 Penalty: 3386.922119
	Iteration 201Q: 3 clusters Score -4017541 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -4017539.000000 Penalty: 3386.922119
	Iteration 202Q: 3 clusters Score -4017539 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -4017543.000000 Penalty: 3386.922119
	Iteration 203Q: 3 clusters Score -4017543 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -4017544.750000 Penalty: 3386.922119
	Iteration 204Q: 3 clusters Score -4017545 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -4017545.750000 Penalty: 3386.922119
	Iteration 205Q: 3 clusters Score -4017546 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -4017556.750000 Penalty: 3386.922119
	Iteration 206Q: 3 clusters Score -4017557 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
Score: -4017563.250000 Penalty: 3386.922119
	Iteration 207Q: 3 clusters Score -4017563 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
Score: -4017574.000000 Penalty: 3386.922119
	Iteration 208Q: 3 clusters Score -4017574 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -4017572.000000 Penalty: 3386.922119
	Iteration 209Q: 3 clusters Score -4017572 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -4017576.750000 Penalty: 3386.922119
	Iteration 210Q: 3 clusters Score -4017577 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -4017589.000000 Penalty: 3386.922119
	Iteration 211Q: 3 clusters Score -4017589 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -4017598.750000 Penalty: 3386.922119
	Iteration 212Q: 3 clusters Score -4017599 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -4017607.000000 Penalty: 3386.922119
	Iteration 213Q: 3 clusters Score -4017607 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -4017614.000000 Penalty: 3386.922119
	Iteration 214Q: 3 clusters Score -4017614 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
Score: -4017619.000000 Penalty: 3386.922119
	Iteration 215Q: 3 clusters Score -4017619 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -4017626.500000 Penalty: 3386.922119
	Iteration 216Q: 3 clusters Score -4017626 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 28820 members 
Entering Unmasked Estep 
Score: -4017624.750000 Penalty: 3386.922119
	Iteration 217Q: 3 clusters Score -4017625 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 28862 members 
Entering Unmasked Estep 
Score: -4017642.750000 Penalty: 3386.922119
	Iteration 218Q: 3 clusters Score -4017643 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 28905 members 
Entering Unmasked Estep 
Score: -4017640.250000 Penalty: 3386.922119
	Iteration 219Q: 3 clusters Score -4017640 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 28956 members 
Entering Unmasked Estep 
Score: -4017640.000000 Penalty: 3386.922119
	Iteration 220F: 3 clusters Score -4017640 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
Score: -4017647.250000 Penalty: 3386.922119
	Iteration 221Q: 3 clusters Score -4017647 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -4017658.500000 Penalty: 3386.922119
	Iteration 222Q: 3 clusters Score -4017658 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 29094 members 
Entering Unmasked Estep 
Score: -4017672.000000 Penalty: 3386.922119
	Iteration 223Q: 3 clusters Score -4017672 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -4017676.750000 Penalty: 3386.922119
	Iteration 224Q: 3 clusters Score -4017677 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -4017694.000000 Penalty: 3386.922119
	Iteration 225Q: 3 clusters Score -4017694 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
Score: -4017700.250000 Penalty: 3386.922119
	Iteration 226Q: 3 clusters Score -4017700 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 29325 members 
Entering Unmasked Estep 
Score: -4017693.250000 Penalty: 3386.922119
	Iteration 227Q: 3 clusters Score -4017693 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -4017696.500000 Penalty: 3386.922119
	Iteration 228Q: 3 clusters Score -4017696 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -4017701.750000 Penalty: 3386.922119
	Iteration 229Q: 3 clusters Score -4017702 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 29479 members 
Entering Unmasked Estep 
Score: -4017720.000000 Penalty: 3386.922119
	Iteration 230Q: 3 clusters Score -4017720 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -4017717.000000 Penalty: 3386.922119
	Iteration 231Q: 3 clusters Score -4017717 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -4017726.000000 Penalty: 3386.922119
	Iteration 232Q: 3 clusters Score -4017726 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -4017728.750000 Penalty: 3386.922119
	Iteration 233Q: 3 clusters Score -4017729 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -4017736.250000 Penalty: 3386.922119
	Iteration 234Q: 3 clusters Score -4017736 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 29730 members 
Entering Unmasked Estep 
Score: -4017749.750000 Penalty: 3386.922119
	Iteration 235Q: 3 clusters Score -4017750 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -4017758.750000 Penalty: 3386.922119
	Iteration 236Q: 3 clusters Score -4017759 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 29831 members 
Entering Unmasked Estep 
Score: -4017765.500000 Penalty: 3386.922119
	Iteration 237Q: 3 clusters Score -4017766 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -4017774.250000 Penalty: 3386.922119
	Iteration 238Q: 3 clusters Score -4017774 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
Score: -4017784.250000 Penalty: 3386.922119
	Iteration 239Q: 3 clusters Score -4017784 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 29969 members 
Entering Unmasked Estep 
Score: -4017801.250000 Penalty: 3386.922119
	Iteration 240F: 3 clusters Score -4017801 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
Score: -4017797.500000 Penalty: 3386.922119
	Iteration 241Q: 3 clusters Score -4017798 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -4017804.000000 Penalty: 3386.922119
	Iteration 242Q: 3 clusters Score -4017804 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 30087 members 
Entering Unmasked Estep 
Score: -4017809.750000 Penalty: 3386.922119
	Iteration 243Q: 3 clusters Score -4017810 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 30134 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -4017810 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 30170 members 
Entering Unmasked Estep 
Score: -4017812.500000 Penalty: 3386.922119
	Iteration 245Q: 3 clusters Score -4017812 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -4017820.750000 Penalty: 3386.922119
	Iteration 246Q: 3 clusters Score -4017821 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 30236 members 
Entering Unmasked Estep 
Score: -4017823.250000 Penalty: 3386.922119
	Iteration 247Q: 3 clusters Score -4017823 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 30264 members 
Entering Unmasked Estep 
Score: -4017828.750000 Penalty: 3386.922119
	Iteration 248Q: 3 clusters Score -4017829 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
Score: -4017832.000000 Penalty: 3386.922119
	Iteration 249Q: 3 clusters Score -4017832 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 30328 members 
Entering Unmasked Estep 
Score: -4017835.500000 Penalty: 3386.922119
	Iteration 250Q: 3 clusters Score -4017836 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -4017836.500000 Penalty: 3386.922119
	Iteration 251Q: 3 clusters Score -4017836 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 30396 members 
Entering Unmasked Estep 
Score: -4017849.750000 Penalty: 3386.922119
	Iteration 252Q: 3 clusters Score -4017850 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -4017848.500000 Penalty: 3386.922119
	Iteration 253Q: 3 clusters Score -4017848 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -4017860.750000 Penalty: 3386.922119
	Iteration 254Q: 3 clusters Score -4017861 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 30532 members 
Entering Unmasked Estep 
Score: -4017867.250000 Penalty: 3386.922119
	Iteration 255Q: 3 clusters Score -4017867 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -4017866.500000 Penalty: 3386.922119
	Iteration 256Q: 3 clusters Score -4017866 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 30635 members 
Entering Unmasked Estep 
Score: -4017875.500000 Penalty: 3386.922119
	Iteration 257Q: 3 clusters Score -4017876 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 30685 members 
Entering Unmasked Estep 
Score: -4017867.250000 Penalty: 3386.922119
	Iteration 258Q: 3 clusters Score -4017867 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -4017890.250000 Penalty: 3386.922119
	Iteration 259Q: 3 clusters Score -4017890 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
Score: -4017902.750000 Penalty: 3386.922119
	Iteration 260F: 3 clusters Score -4017903 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 30799 members 
Entering Unmasked Estep 
Score: -4017904.750000 Penalty: 3386.922119
	Iteration 261Q: 3 clusters Score -4017905 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 30830 members 
Entering Unmasked Estep 
Score: -4017905.000000 Penalty: 3386.922119
	Iteration 262Q: 3 clusters Score -4017905 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 30863 members 
Entering Unmasked Estep 
Score: -4017914.000000 Penalty: 3386.922119
	Iteration 263Q: 3 clusters Score -4017914 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 30896 members 
Entering Unmasked Estep 
Score: -4017924.000000 Penalty: 3386.922119
	Iteration 264Q: 3 clusters Score -4017924 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -4017930.500000 Penalty: 3386.922119
	Iteration 265Q: 3 clusters Score -4017930 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 30974 members 
Entering Unmasked Estep 
Score: -4017944.250000 Penalty: 3386.922119
	Iteration 266Q: 3 clusters Score -4017944 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 31037 members 
Entering Unmasked Estep 
Score: -4017959.500000 Penalty: 3386.922119
	Iteration 267Q: 3 clusters Score -4017960 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -4017969.750000 Penalty: 3386.922119
	Iteration 268Q: 3 clusters Score -4017970 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 31177 members 
Entering Unmasked Estep 
Score: -4017985.750000 Penalty: 3386.922119
	Iteration 269Q: 3 clusters Score -4017986 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 31263 members 
Entering Unmasked Estep 
Score: -4018016.500000 Penalty: 3386.922119
	Iteration 270Q: 3 clusters Score -4018016 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 31341 members 
Entering Unmasked Estep 
Score: -4018039.000000 Penalty: 3386.922119
	Iteration 271Q: 3 clusters Score -4018039 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 31402 members 
Entering Unmasked Estep 
Score: -4018043.500000 Penalty: 3386.922119
	Iteration 272Q: 3 clusters Score -4018044 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -4018049.250000 Penalty: 3386.922119
	Iteration 273Q: 3 clusters Score -4018049 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 31513 members 
Entering Unmasked Estep 
Score: -4018069.250000 Penalty: 3386.922119
	Iteration 274Q: 3 clusters Score -4018069 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 31576 members 
Entering Unmasked Estep 
Score: -4018087.500000 Penalty: 3386.922119
	Iteration 275Q: 3 clusters Score -4018088 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 31639 members 
Entering Unmasked Estep 
Score: -4018100.500000 Penalty: 3386.922119
	Iteration 276Q: 3 clusters Score -4018100 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 31689 members 
Entering Unmasked Estep 
Score: -4018117.250000 Penalty: 3386.922119
	Iteration 277Q: 3 clusters Score -4018117 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
Score: -4018140.250000 Penalty: 3386.922119
	Iteration 278Q: 3 clusters Score -4018140 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -4018145.250000 Penalty: 3386.922119
	Iteration 279Q: 3 clusters Score -4018145 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 31872 members 
Entering Unmasked Estep 
Score: -4018174.000000 Penalty: 3386.922119
	Iteration 280F: 3 clusters Score -4018174 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 31943 members 
Entering Unmasked Estep 
Score: -4018190.750000 Penalty: 3386.922119
	Iteration 281Q: 3 clusters Score -4018191 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 32007 members 
Entering Unmasked Estep 
Score: -4018217.500000 Penalty: 3386.922119
	Iteration 282Q: 3 clusters Score -4018218 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 32061 members 
Entering Unmasked Estep 
Score: -4018237.500000 Penalty: 3386.922119
	Iteration 283Q: 3 clusters Score -4018238 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 32126 members 
Entering Unmasked Estep 
Score: -4018250.500000 Penalty: 3386.922119
	Iteration 284Q: 3 clusters Score -4018250 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 32177 members 
Entering Unmasked Estep 
Score: -4018275.750000 Penalty: 3386.922119
	Iteration 285Q: 3 clusters Score -4018276 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 32226 members 
Entering Unmasked Estep 
Score: -4018289.250000 Penalty: 3386.922119
	Iteration 286Q: 3 clusters Score -4018289 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 32284 members 
Entering Unmasked Estep 
Score: -4018307.750000 Penalty: 3386.922119
	Iteration 287Q: 3 clusters Score -4018308 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 32348 members 
Entering Unmasked Estep 
Score: -4018338.000000 Penalty: 3386.922119
	Iteration 288Q: 3 clusters Score -4018338 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 32411 members 
Entering Unmasked Estep 
Score: -4018344.500000 Penalty: 3386.922119
	Iteration 289Q: 3 clusters Score -4018344 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -4018365.500000 Penalty: 3386.922119
	Iteration 290Q: 3 clusters Score -4018366 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 32486 members 
Entering Unmasked Estep 
Score: -4018377.250000 Penalty: 3386.922119
	Iteration 291Q: 3 clusters Score -4018377 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
Score: -4018388.000000 Penalty: 3386.922119
	Iteration 292Q: 3 clusters Score -4018388 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -4018399.500000 Penalty: 3386.922119
	Iteration 293Q: 3 clusters Score -4018400 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
Score: -4018401.000000 Penalty: 3386.922119
	Iteration 294Q: 3 clusters Score -4018401 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 32594 members 
Entering Unmasked Estep 
Score: -4018419.750000 Penalty: 3386.922119
	Iteration 295Q: 3 clusters Score -4018420 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 32627 members 
Entering Unmasked Estep 
Score: -4018422.750000 Penalty: 3386.922119
	Iteration 296Q: 3 clusters Score -4018423 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -4018431.750000 Penalty: 3386.922119
	Iteration 297Q: 3 clusters Score -4018432 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 32672 members 
Entering Unmasked Estep 
Score: -4018438.750000 Penalty: 3386.922119
	Iteration 298Q: 3 clusters Score -4018439 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 32696 members 
Entering Unmasked Estep 
Score: -4018454.250000 Penalty: 3386.922119
	Iteration 299Q: 3 clusters Score -4018454 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 32719 members 
Entering Unmasked Estep 
Score: -4018464.500000 Penalty: 3386.922119
	Iteration 300F: 3 clusters Score -4018464 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 32744 members 
Entering Unmasked Estep 
Score: -4018478.500000 Penalty: 3386.922119
	Iteration 301Q: 3 clusters Score -4018478 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 32776 members 
Entering Unmasked Estep 
Score: -4018495.250000 Penalty: 3386.922119
	Iteration 302Q: 3 clusters Score -4018495 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -4018502.250000 Penalty: 3386.922119
	Iteration 303Q: 3 clusters Score -4018502 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 32825 members 
Entering Unmasked Estep 
Score: -4018513.250000 Penalty: 3386.922119
	Iteration 304Q: 3 clusters Score -4018513 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 32838 members 
Entering Unmasked Estep 
Score: -4018511.000000 Penalty: 3386.922119
	Iteration 305Q: 3 clusters Score -4018511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 32848 members 
Entering Unmasked Estep 
Score: -4018515.500000 Penalty: 3386.922119
	Iteration 306Q: 3 clusters Score -4018516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -4018514.250000 Penalty: 3386.922119
	Iteration 307Q: 3 clusters Score -4018514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 32871 members 
Entering Unmasked Estep 
Score: -4018516.250000 Penalty: 3386.922119
	Iteration 308Q: 3 clusters Score -4018516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 32877 members 
Entering Unmasked Estep 
Score: -4018525.250000 Penalty: 3386.922119
	Iteration 309Q: 3 clusters Score -4018525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 32882 members 
Entering Unmasked Estep 
Score: -4018528.750000 Penalty: 3386.922119
	Iteration 310Q: 3 clusters Score -4018529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 32885 members 
Entering Unmasked Estep 
Score: -4018524.500000 Penalty: 3386.922119
	Iteration 311Q: 3 clusters Score -4018524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 32887 members 
Entering Unmasked Estep 
Score: -4018527.750000 Penalty: 3386.922119
	Iteration 312Q: 3 clusters Score -4018528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -4018527.750000 Penalty: 3386.922119
	Iteration 313Q: 3 clusters Score -4018528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
Score: -4018529.750000 Penalty: 3386.922119
	Iteration 314Q: 3 clusters Score -4018530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
Score: -4018528.750000 Penalty: 3386.922119
	Iteration 315Q: 3 clusters Score -4018529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -4018530.000000 Penalty: 3386.922119
	Iteration 316Q: 3 clusters Score -4018530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -4018528.750000 Penalty: 3386.922119
	Iteration 317Q: 3 clusters Score -4018529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 32898 members 
Entering Unmasked Estep 
Score: -4018531.000000 Penalty: 3386.922119
	Iteration 318Q: 3 clusters Score -4018531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 32900 members 
Entering Unmasked Estep 
Score: -4018533.500000 Penalty: 3386.922119
	Iteration 319Q: 3 clusters Score -4018534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 32900 members 
Entering Unmasked Estep 
Score: -4018533.500000 Penalty: 3386.922119
	Iteration 320F: 3 clusters Score -4018534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (26690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Entering Unmasked Estep 
Score: -3198340.250000 Penalty: 1656.207153
	Iteration 0F: 2 clusters Score -3198340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -3180147.000000 Penalty: 3312.414307
	Iteration 0F: 3 clusters Score -3180147 nChanged 12337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -3186984.500000 Penalty: 3312.414307
	Iteration 1F: 3 clusters Score -3186984 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -3187369.500000 Penalty: 3312.414307
	Iteration 2Q: 3 clusters Score -3187370 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -3187770.500000 Penalty: 3312.414307
	Iteration 3Q: 3 clusters Score -3187770 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -3188277.000000 Penalty: 3312.414307
	Iteration 4Q: 3 clusters Score -3188277 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -3189027.500000 Penalty: 3312.414307
	Iteration 5F: 3 clusters Score -3189028 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -3190000.250000 Penalty: 3312.414307
	Iteration 6F: 3 clusters Score -3190000 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -3191311.500000 Penalty: 3312.414307
	Iteration 7F: 3 clusters Score -3191312 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -3192909.500000 Penalty: 3312.414307
	Iteration 8F: 3 clusters Score -3192910 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -3194276.250000 Penalty: 3312.414307
	Iteration 9F: 3 clusters Score -3194276 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -3195284.250000 Penalty: 3312.414307
	Iteration 10Q: 3 clusters Score -3195284 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -3195946.500000 Penalty: 3312.414307
	Iteration 11Q: 3 clusters Score -3195946 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -3196302.500000 Penalty: 3312.414307
	Iteration 12Q: 3 clusters Score -3196302 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -3196503.250000 Penalty: 3312.414307
	Iteration 13Q: 3 clusters Score -3196503 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -3196638.000000 Penalty: 3312.414307
	Iteration 14Q: 3 clusters Score -3196638 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -3196707.750000 Penalty: 3312.414307
	Iteration 15Q: 3 clusters Score -3196708 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -3196733.500000 Penalty: 3312.414307
	Iteration 16Q: 3 clusters Score -3196734 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -3196767.750000 Penalty: 3312.414307
	Iteration 17Q: 3 clusters Score -3196768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -3196782.750000 Penalty: 3312.414307
	Iteration 18Q: 3 clusters Score -3196783 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -3196796.500000 Penalty: 3312.414307
	Iteration 19Q: 3 clusters Score -3196796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -3196814.250000 Penalty: 3312.414307
	Iteration 20F: 3 clusters Score -3196814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -3196830.250000 Penalty: 3312.414307
	Iteration 21Q: 3 clusters Score -3196830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -3196838.500000 Penalty: 3312.414307
	Iteration 22Q: 3 clusters Score -3196838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -3196849.250000 Penalty: 3312.414307
	Iteration 23Q: 3 clusters Score -3196849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -3196849.000000 Penalty: 3312.414307
	Iteration 24Q: 3 clusters Score -3196849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -3196854.250000 Penalty: 3312.414307
	Iteration 25Q: 3 clusters Score -3196854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -3196861.750000 Penalty: 3312.414307
	Iteration 26Q: 3 clusters Score -3196862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -3196873.250000 Penalty: 3312.414307
	Iteration 27Q: 3 clusters Score -3196873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
Score: -3196875.250000 Penalty: 3312.414307
	Iteration 28Q: 3 clusters Score -3196875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -3196882.750000 Penalty: 3312.414307
	Iteration 29Q: 3 clusters Score -3196883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -3196891.000000 Penalty: 3312.414307
	Iteration 30Q: 3 clusters Score -3196891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 26412 members 
Entering Unmasked Estep 
Score: -3196894.000000 Penalty: 3312.414307
	Iteration 31Q: 3 clusters Score -3196894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -3196896.750000 Penalty: 3312.414307
	Iteration 32Q: 3 clusters Score -3196897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -3196902.500000 Penalty: 3312.414307
	Iteration 33Q: 3 clusters Score -3196902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -3196904.250000 Penalty: 3312.414307
	Iteration 34Q: 3 clusters Score -3196904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -3196916.000000 Penalty: 3312.414307
	Iteration 35Q: 3 clusters Score -3196916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -3196921.250000 Penalty: 3312.414307
	Iteration 36Q: 3 clusters Score -3196921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -3196926.500000 Penalty: 3312.414307
	Iteration 37Q: 3 clusters Score -3196926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -3196926.500000 Penalty: 3312.414307
	Iteration 38F: 3 clusters Score -3196926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Entering Unmasked Estep 
Score: -1346131.625000 Penalty: 1525.179688
	Iteration 0F: 2 clusters Score -1346132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1337720.500000 Penalty: 3050.359375
	Iteration 0F: 3 clusters Score -1337720 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1340549.125000 Penalty: 3050.359375
	Iteration 1F: 3 clusters Score -1340549 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1340902.000000 Penalty: 3050.359375
	Iteration 2F: 3 clusters Score -1340902 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1341294.875000 Penalty: 3050.359375
	Iteration 3F: 3 clusters Score -1341295 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1341786.000000 Penalty: 3050.359375
	Iteration 4F: 3 clusters Score -1341786 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1342339.125000 Penalty: 3050.359375
	Iteration 5F: 3 clusters Score -1342339 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1342965.500000 Penalty: 3050.359375
	Iteration 6F: 3 clusters Score -1342966 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1343582.625000 Penalty: 3050.359375
	Iteration 7F: 3 clusters Score -1343583 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1344071.875000 Penalty: 3050.359375
	Iteration 8Q: 3 clusters Score -1344072 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1344381.750000 Penalty: 3050.359375
	Iteration 9Q: 3 clusters Score -1344382 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1344552.375000 Penalty: 3050.359375
	Iteration 10Q: 3 clusters Score -1344552 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1344654.375000 Penalty: 3050.359375
	Iteration 11Q: 3 clusters Score -1344654 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1344714.250000 Penalty: 3050.359375
	Iteration 12Q: 3 clusters Score -1344714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1344733.375000 Penalty: 3050.359375
	Iteration 13Q: 3 clusters Score -1344733 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1344753.250000 Penalty: 3050.359375
	Iteration 14Q: 3 clusters Score -1344753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1344761.625000 Penalty: 3050.359375
	Iteration 15Q: 3 clusters Score -1344762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1344769.875000 Penalty: 3050.359375
	Iteration 16Q: 3 clusters Score -1344770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1344773.000000 Penalty: 3050.359375
	Iteration 17Q: 3 clusters Score -1344773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1344776.750000 Penalty: 3050.359375
	Iteration 18Q: 3 clusters Score -1344777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1344780.250000 Penalty: 3050.359375
	Iteration 19Q: 3 clusters Score -1344780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -1344781.000000 Penalty: 3050.359375
	Iteration 20F: 3 clusters Score -1344781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -1344782.625000 Penalty: 3050.359375
	Iteration 21Q: 3 clusters Score -1344783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -1344782.625000 Penalty: 3050.359375
	Iteration 22F: 3 clusters Score -1344783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Entering Unmasked Estep 
Score: -400820.906250 Penalty: 1334.938599
	Iteration 0F: 2 clusters Score -400820.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -397641.125000 Penalty: 2669.877197
	Iteration 0F: 3 clusters Score -397641.1 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -398406.125000 Penalty: 2669.877197
	Iteration 1F: 3 clusters Score -398406.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -398555.781250 Penalty: 2669.877197
	Iteration 2F: 3 clusters Score -398555.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -398654.937500 Penalty: 2669.877197
	Iteration 3F: 3 clusters Score -398654.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -398724.843750 Penalty: 2669.877197
	Iteration 4Q: 3 clusters Score -398724.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -398782.468750 Penalty: 2669.877197
	Iteration 5Q: 3 clusters Score -398782.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -398832.000000 Penalty: 2669.877197
	Iteration 6Q: 3 clusters Score -398832 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -398879.343750 Penalty: 2669.877197
	Iteration 7Q: 3 clusters Score -398879.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -398931.718750 Penalty: 2669.877197
	Iteration 8Q: 3 clusters Score -398931.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -398973.437500 Penalty: 2669.877197
	Iteration 9Q: 3 clusters Score -398973.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -399020.906250 Penalty: 2669.877197
	Iteration 10Q: 3 clusters Score -399020.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -399071.093750 Penalty: 2669.877197
	Iteration 11Q: 3 clusters Score -399071.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -399136.875000 Penalty: 2669.877197
	Iteration 12Q: 3 clusters Score -399136.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -399202.187500 Penalty: 2669.877197
	Iteration 13Q: 3 clusters Score -399202.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -399270.968750 Penalty: 2669.877197
	Iteration 14Q: 3 clusters Score -399271 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -399334.937500 Penalty: 2669.877197
	Iteration 15Q: 3 clusters Score -399334.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -399399.875000 Penalty: 2669.877197
	Iteration 16Q: 3 clusters Score -399399.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -399445.968750 Penalty: 2669.877197
	Iteration 17Q: 3 clusters Score -399446 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -399480.750000 Penalty: 2669.877197
	Iteration 18Q: 3 clusters Score -399480.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -399517.531250 Penalty: 2669.877197
	Iteration 19Q: 3 clusters Score -399517.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -399536.093750 Penalty: 2669.877197
	Iteration 20F: 3 clusters Score -399536.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -399550.375000 Penalty: 2669.877197
	Iteration 21Q: 3 clusters Score -399550.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -399559.437500 Penalty: 2669.877197
	Iteration 22Q: 3 clusters Score -399559.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -399563.875000 Penalty: 2669.877197
	Iteration 23Q: 3 clusters Score -399563.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -399566.781250 Penalty: 2669.877197
	Iteration 24Q: 3 clusters Score -399566.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -399571.031250 Penalty: 2669.877197
	Iteration 25Q: 3 clusters Score -399571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -399572.718750 Penalty: 2669.877197
	Iteration 26Q: 3 clusters Score -399572.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -399573.531250 Penalty: 2669.877197
	Iteration 27Q: 3 clusters Score -399573.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -399574.000000 Penalty: 2669.877197
	Iteration 28Q: 3 clusters Score -399574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -399576.625000 Penalty: 2669.877197
	Iteration 29Q: 3 clusters Score -399576.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -399579.406250 Penalty: 2669.877197
	Iteration 30Q: 3 clusters Score -399579.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -399581.593750 Penalty: 2669.877197
	Iteration 31Q: 3 clusters Score -399581.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -399582.093750 Penalty: 2669.877197
	Iteration 32Q: 3 clusters Score -399582.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -399586.500000 Penalty: 2669.877197
	Iteration 33Q: 3 clusters Score -399586.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -399589.031250 Penalty: 2669.877197
	Iteration 34Q: 3 clusters Score -399589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -399591.781250 Penalty: 2669.877197
	Iteration 35Q: 3 clusters Score -399591.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -399596.406250 Penalty: 2669.877197
	Iteration 36Q: 3 clusters Score -399596.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -399602.312500 Penalty: 2669.877197
	Iteration 37Q: 3 clusters Score -399602.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -399606.562500 Penalty: 2669.877197
	Iteration 38Q: 3 clusters Score -399606.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -399607.062500 Penalty: 2669.877197
	Iteration 39Q: 3 clusters Score -399607.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -399607.062500 Penalty: 2669.877197
	Iteration 40F: 3 clusters Score -399607.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Entering Unmasked Estep 
Score: -77824.914062 Penalty: 1085.842651
	Iteration 0F: 2 clusters Score -77824.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -76582.523438 Penalty: 2171.685303
	Iteration 0F: 3 clusters Score -76582.52 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -76907.804688 Penalty: 2171.685303
	Iteration 1F: 3 clusters Score -76907.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -77237.296875 Penalty: 2171.685303
	Iteration 2F: 3 clusters Score -77237.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -77476.335938 Penalty: 2171.685303
	Iteration 3F: 3 clusters Score -77476.34 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -77562.687500 Penalty: 2171.685303
	Iteration 4F: 3 clusters Score -77562.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -77597.484375 Penalty: 2171.685303
	Iteration 5Q: 3 clusters Score -77597.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -77618.867188 Penalty: 2171.685303
	Iteration 6Q: 3 clusters Score -77618.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -77632.343750 Penalty: 2171.685303
	Iteration 7Q: 3 clusters Score -77632.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -77636.914062 Penalty: 2171.685303
	Iteration 8Q: 3 clusters Score -77636.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -77647.523438 Penalty: 2171.685303
	Iteration 9Q: 3 clusters Score -77647.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -77658.179688 Penalty: 2171.685303
	Iteration 10Q: 3 clusters Score -77658.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -77660.312500 Penalty: 2171.685303
	Iteration 11Q: 3 clusters Score -77660.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -77661.140625 Penalty: 2171.685303
	Iteration 12Q: 3 clusters Score -77661.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -77661.140625 Penalty: 2171.685303
	Iteration 13F: 3 clusters Score -77661.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -9364.185547 Penalty: 816.380554
	Iteration 0F: 2 clusters Score -9364.186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8747.698242 Penalty: 1632.761108
	Iteration 0F: 3 clusters Score -8747.698 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -8828.964844 Penalty: 1632.761108
	Iteration 1F: 3 clusters Score -8828.965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8867.777344 Penalty: 1632.761108
	Iteration 2Q: 3 clusters Score -8867.777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -8897.099609 Penalty: 1632.761108
	Iteration 3Q: 3 clusters Score -8897.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8900.129883 Penalty: 1632.761108
	Iteration 4Q: 3 clusters Score -8900.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8900.129883 Penalty: 1632.761108
	Iteration 5F: 3 clusters Score -8900.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Entering Unmasked Estep 
Score: -104836.828125 Penalty: 1139.615112
	Iteration 0F: 2 clusters Score -104836.8 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 541 members 
Entering Unmasked Estep 
Score: -103423.031250 Penalty: 2279.230225
	Iteration 0F: 3 clusters Score -103423 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -103912.531250 Penalty: 2279.230225
	Iteration 1F: 3 clusters Score -103912.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -104149.179688 Penalty: 2279.230225
	Iteration 2F: 3 clusters Score -104149.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -104360.046875 Penalty: 2279.230225
	Iteration 3F: 3 clusters Score -104360 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -104549.140625 Penalty: 2279.230225
	Iteration 4F: 3 clusters Score -104549.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -104881.484375 Penalty: 2279.230225
	Iteration 5F: 3 clusters Score -104881.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -105271.070312 Penalty: 2279.230225
	Iteration 6F: 3 clusters Score -105271.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -105648.382812 Penalty: 2279.230225
	Iteration 7F: 3 clusters Score -105648.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -105970.109375 Penalty: 2279.230225
	Iteration 8F: 3 clusters Score -105970.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -106141.625000 Penalty: 2279.230225
	Iteration 9Q: 3 clusters Score -106141.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -106226.226562 Penalty: 2279.230225
	Iteration 10Q: 3 clusters Score -106226.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -106281.398438 Penalty: 2279.230225
	Iteration 11Q: 3 clusters Score -106281.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -106313.609375 Penalty: 2279.230225
	Iteration 12Q: 3 clusters Score -106313.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -106339.789062 Penalty: 2279.230225
	Iteration 13Q: 3 clusters Score -106339.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -106359.500000 Penalty: 2279.230225
	Iteration 14Q: 3 clusters Score -106359.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -106370.023438 Penalty: 2279.230225
	Iteration 15Q: 3 clusters Score -106370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -106378.804688 Penalty: 2279.230225
	Iteration 16Q: 3 clusters Score -106378.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -106391.484375 Penalty: 2279.230225
	Iteration 17Q: 3 clusters Score -106391.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -106395.773438 Penalty: 2279.230225
	Iteration 18Q: 3 clusters Score -106395.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -106398.554688 Penalty: 2279.230225
	Iteration 19Q: 3 clusters Score -106398.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -106399.421875 Penalty: 2279.230225
	Iteration 20F: 3 clusters Score -106399.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -106399.875000 Penalty: 2279.230225
	Iteration 21Q: 3 clusters Score -106399.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -106401.078125 Penalty: 2279.230225
	Iteration 22Q: 3 clusters Score -106401.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -106401.078125 Penalty: 2279.230225
	Iteration 23F: 3 clusters Score -106401.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 196833 members 
Mstep: Class 3 contains 83561 members 
Mstep: Class 4 contains 11758 members 
Mstep: Class 5 contains 7547 members 
Mstep: Class 6 contains 37698 members 
Mstep: Class 7 contains 89942 members 
Mstep: Class 8 contains 15419 members 
Mstep: Class 9 contains 37387 members 
Mstep: Class 10 contains 9113 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8836 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19076 members 
Mstep: Class 16 contains 68753 members 
Mstep: Class 17 contains 115895 members 
Mstep: Class 18 contains 110100 members 
Mstep: Class 19 contains 3454 members 
Mstep: Class 20 contains 66773 members 
Mstep: Class 21 contains 33567 members 
Mstep: Class 22 contains 26690 members 
Mstep: Class 23 contains 11917 members 
Mstep: Class 24 contains 3696 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 542 members 
Mstep: Class 28 contains 80481 members 
Mstep: Class 29 contains 6088 members 
Mstep: Class 30 contains 6550 members 
Mstep: Class 31 contains 45367 members 
Mstep: Class 32 contains 5748 members 
Mstep: Class 33 contains 6770 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1560 members 
Mstep: Class 37 contains 65088 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 62414 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 491 members 
Mstep: Class 43 contains 18760 members 
Mstep: Class 44 contains 100680 members 
Mstep: Class 45 contains 50878 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 70879 members 
Mstep: Class 49 contains 13259 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 4986 members 
Mstep: Class 53 contains 49132 members 
Mstep: Class 54 contains 115450 members 
Mstep: Class 55 contains 35297 members 
Mstep: Class 56 contains 569 members 
Entering Unmasked Estep 
Score: -194695536.000000 Penalty: 130671.539062
Splitting cluster 27 changes total score from -194696448.000000 to -194695536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (80481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80481 members 
Entering Unmasked Estep 
Score: -9516659.000000 Penalty: 1835.563721
	Iteration 0F: 2 clusters Score -9516659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40386 members 
Mstep: Class 2 contains 40095 members 
Entering Unmasked Estep 
Score: -9462765.000000 Penalty: 3671.127441
	Iteration 0F: 3 clusters Score -9462765 nChanged 38384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42866 members 
Mstep: Class 2 contains 37615 members 
Entering Unmasked Estep 
Score: -9484844.000000 Penalty: 3671.127441
	Iteration 1F: 3 clusters Score -9484844 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44490 members 
Mstep: Class 2 contains 35991 members 
Entering Unmasked Estep 
Score: -9485535.000000 Penalty: 3671.127441
	Iteration 2Q: 3 clusters Score -9485535 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47034 members 
Mstep: Class 2 contains 33447 members 
Entering Unmasked Estep 
Score: -9486563.000000 Penalty: 3671.127441
	Iteration 3Q: 3 clusters Score -9486563 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50859 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -9488577.000000 Penalty: 3671.127441
	Iteration 4F: 3 clusters Score -9488577 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56336 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -9492097.000000 Penalty: 3671.127441
	Iteration 5F: 3 clusters Score -9492097 nChanged 7054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63348 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -9498007.000000 Penalty: 3671.127441
	Iteration 6F: 3 clusters Score -9498007 nChanged 7490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70832 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -9505383.000000 Penalty: 3671.127441
	Iteration 7F: 3 clusters Score -9505383 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76429 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -9511171.000000 Penalty: 3671.127441
	Iteration 8F: 3 clusters Score -9511171 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79111 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -9513824.000000 Penalty: 3671.127441
	Iteration 9Q: 3 clusters Score -9513824 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79977 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -9514597.000000 Penalty: 3671.127441
	Iteration 10Q: 3 clusters Score -9514597 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80201 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -9514858.000000 Penalty: 3671.127441
	Iteration 11Q: 3 clusters Score -9514858 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80267 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -9514950.000000 Penalty: 3671.127441
	Iteration 12Q: 3 clusters Score -9514950 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80293 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -9515008.000000 Penalty: 3671.127441
	Iteration 13Q: 3 clusters Score -9515008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80307 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -9515025.000000 Penalty: 3671.127441
	Iteration 14Q: 3 clusters Score -9515025 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80311 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -9515041.000000 Penalty: 3671.127441
	Iteration 15Q: 3 clusters Score -9515041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80314 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -9515050.000000 Penalty: 3671.127441
	Iteration 16Q: 3 clusters Score -9515050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80316 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -9515055.000000 Penalty: 3671.127441
	Iteration 17Q: 3 clusters Score -9515055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80318 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -9515055.000000 Penalty: 3671.127441
	Iteration 18Q: 3 clusters Score -9515055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80318 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -9515055.000000 Penalty: 3671.127441
	Iteration 19F: 3 clusters Score -9515055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Entering Unmasked Estep 
Score: -616357.000000 Penalty: 1416.037231
	Iteration 0F: 2 clusters Score -616357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -611732.500000 Penalty: 2832.074463
	Iteration 0F: 3 clusters Score -611732.5 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -613322.500000 Penalty: 2832.074463
	Iteration 1F: 3 clusters Score -613322.5 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -613711.937500 Penalty: 2832.074463
	Iteration 2F: 3 clusters Score -613711.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -614019.687500 Penalty: 2832.074463
	Iteration 3F: 3 clusters Score -614019.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -614249.562500 Penalty: 2832.074463
	Iteration 4F: 3 clusters Score -614249.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -614420.312500 Penalty: 2832.074463
	Iteration 5Q: 3 clusters Score -614420.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -614556.000000 Penalty: 2832.074463
	Iteration 6Q: 3 clusters Score -614556 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -614662.437500 Penalty: 2832.074463
	Iteration 7Q: 3 clusters Score -614662.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -614741.437500 Penalty: 2832.074463
	Iteration 8Q: 3 clusters Score -614741.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -614808.687500 Penalty: 2832.074463
	Iteration 9Q: 3 clusters Score -614808.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -614855.500000 Penalty: 2832.074463
	Iteration 10Q: 3 clusters Score -614855.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -614897.125000 Penalty: 2832.074463
	Iteration 11Q: 3 clusters Score -614897.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -614921.625000 Penalty: 2832.074463
	Iteration 12Q: 3 clusters Score -614921.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -614941.875000 Penalty: 2832.074463
	Iteration 13Q: 3 clusters Score -614941.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -614968.437500 Penalty: 2832.074463
	Iteration 14Q: 3 clusters Score -614968.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -614992.937500 Penalty: 2832.074463
	Iteration 15Q: 3 clusters Score -614992.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -615013.750000 Penalty: 2832.074463
	Iteration 16Q: 3 clusters Score -615013.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -615035.500000 Penalty: 2832.074463
	Iteration 17Q: 3 clusters Score -615035.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -615062.375000 Penalty: 2832.074463
	Iteration 18Q: 3 clusters Score -615062.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -615084.312500 Penalty: 2832.074463
	Iteration 19Q: 3 clusters Score -615084.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -615103.687500 Penalty: 2832.074463
	Iteration 20F: 3 clusters Score -615103.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -615122.187500 Penalty: 2832.074463
	Iteration 21Q: 3 clusters Score -615122.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -615135.437500 Penalty: 2832.074463
	Iteration 22Q: 3 clusters Score -615135.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -615153.750000 Penalty: 2832.074463
	Iteration 23Q: 3 clusters Score -615153.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -615170.250000 Penalty: 2832.074463
	Iteration 24Q: 3 clusters Score -615170.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -615189.250000 Penalty: 2832.074463
	Iteration 25Q: 3 clusters Score -615189.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -615205.062500 Penalty: 2832.074463
	Iteration 26Q: 3 clusters Score -615205.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -615215.437500 Penalty: 2832.074463
	Iteration 27Q: 3 clusters Score -615215.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -615226.125000 Penalty: 2832.074463
	Iteration 28Q: 3 clusters Score -615226.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -615233.750000 Penalty: 2832.074463
	Iteration 29Q: 3 clusters Score -615233.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -615242.375000 Penalty: 2832.074463
	Iteration 30Q: 3 clusters Score -615242.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -615248.750000 Penalty: 2832.074463
	Iteration 31Q: 3 clusters Score -615248.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -615252.750000 Penalty: 2832.074463
	Iteration 32Q: 3 clusters Score -615252.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -615260.625000 Penalty: 2832.074463
	Iteration 33Q: 3 clusters Score -615260.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -615263.187500 Penalty: 2832.074463
	Iteration 34Q: 3 clusters Score -615263.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -615269.000000 Penalty: 2832.074463
	Iteration 35Q: 3 clusters Score -615269 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -615280.562500 Penalty: 2832.074463
	Iteration 36Q: 3 clusters Score -615280.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -615291.437500 Penalty: 2832.074463
	Iteration 37Q: 3 clusters Score -615291.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -615297.250000 Penalty: 2832.074463
	Iteration 38Q: 3 clusters Score -615297.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -615300.437500 Penalty: 2832.074463
	Iteration 39Q: 3 clusters Score -615300.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -615308.250000 Penalty: 2832.074463
	Iteration 40F: 3 clusters Score -615308.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -615314.812500 Penalty: 2832.074463
	Iteration 41Q: 3 clusters Score -615314.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -615318.625000 Penalty: 2832.074463
	Iteration 42Q: 3 clusters Score -615318.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -615320.437500 Penalty: 2832.074463
	Iteration 43Q: 3 clusters Score -615320.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -615321.687500 Penalty: 2832.074463
	Iteration 44Q: 3 clusters Score -615321.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -615324.312500 Penalty: 2832.074463
	Iteration 45Q: 3 clusters Score -615324.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -615325.875000 Penalty: 2832.074463
	Iteration 46Q: 3 clusters Score -615325.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -615329.375000 Penalty: 2832.074463
	Iteration 47Q: 3 clusters Score -615329.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -615330.062500 Penalty: 2832.074463
	Iteration 48Q: 3 clusters Score -615330.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -615332.562500 Penalty: 2832.074463
	Iteration 49Q: 3 clusters Score -615332.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -615334.875000 Penalty: 2832.074463
	Iteration 50Q: 3 clusters Score -615334.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -615334.500000 Penalty: 2832.074463
	Iteration 51Q: 3 clusters Score -615334.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -615334.500000 Penalty: 2832.074463
	Iteration 52F: 3 clusters Score -615334.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Entering Unmasked Estep 
Score: -792692.250000 Penalty: 1427.923218
	Iteration 0F: 2 clusters Score -792692.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -787746.187500 Penalty: 2855.846436
	Iteration 0F: 3 clusters Score -787746.2 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -789133.875000 Penalty: 2855.846436
	Iteration 1F: 3 clusters Score -789133.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -789335.812500 Penalty: 2855.846436
	Iteration 2F: 3 clusters Score -789335.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -789463.187500 Penalty: 2855.846436
	Iteration 3F: 3 clusters Score -789463.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -789548.125000 Penalty: 2855.846436
	Iteration 4Q: 3 clusters Score -789548.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -789614.062500 Penalty: 2855.846436
	Iteration 5Q: 3 clusters Score -789614.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -789662.812500 Penalty: 2855.846436
	Iteration 6Q: 3 clusters Score -789662.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -789717.000000 Penalty: 2855.846436
	Iteration 7Q: 3 clusters Score -789717 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -789765.500000 Penalty: 2855.846436
	Iteration 8Q: 3 clusters Score -789765.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -789801.000000 Penalty: 2855.846436
	Iteration 9Q: 3 clusters Score -789801 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -789837.187500 Penalty: 2855.846436
	Iteration 10Q: 3 clusters Score -789837.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -789867.500000 Penalty: 2855.846436
	Iteration 11Q: 3 clusters Score -789867.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -789897.437500 Penalty: 2855.846436
	Iteration 12Q: 3 clusters Score -789897.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -789928.125000 Penalty: 2855.846436
	Iteration 13Q: 3 clusters Score -789928.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -789956.687500 Penalty: 2855.846436
	Iteration 14Q: 3 clusters Score -789956.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -789988.250000 Penalty: 2855.846436
	Iteration 15Q: 3 clusters Score -789988.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -790037.187500 Penalty: 2855.846436
	Iteration 16Q: 3 clusters Score -790037.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -790089.875000 Penalty: 2855.846436
	Iteration 17Q: 3 clusters Score -790089.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -790149.500000 Penalty: 2855.846436
	Iteration 18Q: 3 clusters Score -790149.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -790223.375000 Penalty: 2855.846436
	Iteration 19Q: 3 clusters Score -790223.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -790323.312500 Penalty: 2855.846436
	Iteration 20F: 3 clusters Score -790323.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -790444.937500 Penalty: 2855.846436
	Iteration 21Q: 3 clusters Score -790444.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -790563.937500 Penalty: 2855.846436
	Iteration 22Q: 3 clusters Score -790563.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -790677.875000 Penalty: 2855.846436
	Iteration 23Q: 3 clusters Score -790677.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -790777.187500 Penalty: 2855.846436
	Iteration 24Q: 3 clusters Score -790777.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -790881.312500 Penalty: 2855.846436
	Iteration 25Q: 3 clusters Score -790881.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -790979.000000 Penalty: 2855.846436
	Iteration 26Q: 3 clusters Score -790979 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -791065.500000 Penalty: 2855.846436
	Iteration 27Q: 3 clusters Score -791065.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -791139.562500 Penalty: 2855.846436
	Iteration 28Q: 3 clusters Score -791139.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -791208.500000 Penalty: 2855.846436
	Iteration 29Q: 3 clusters Score -791208.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -791259.062500 Penalty: 2855.846436
	Iteration 30Q: 3 clusters Score -791259.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -791291.562500 Penalty: 2855.846436
	Iteration 31Q: 3 clusters Score -791291.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -791315.687500 Penalty: 2855.846436
	Iteration 32Q: 3 clusters Score -791315.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -791345.000000 Penalty: 2855.846436
	Iteration 33Q: 3 clusters Score -791345 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -791369.687500 Penalty: 2855.846436
	Iteration 34Q: 3 clusters Score -791369.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -791389.625000 Penalty: 2855.846436
	Iteration 35Q: 3 clusters Score -791389.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -791399.875000 Penalty: 2855.846436
	Iteration 36Q: 3 clusters Score -791399.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -791411.312500 Penalty: 2855.846436
	Iteration 37Q: 3 clusters Score -791411.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -791413.937500 Penalty: 2855.846436
	Iteration 38Q: 3 clusters Score -791413.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -791417.625000 Penalty: 2855.846436
	Iteration 39Q: 3 clusters Score -791417.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -791421.562500 Penalty: 2855.846436
	Iteration 40F: 3 clusters Score -791421.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -791425.250000 Penalty: 2855.846436
	Iteration 41Q: 3 clusters Score -791425.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -791428.437500 Penalty: 2855.846436
	Iteration 42Q: 3 clusters Score -791428.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -791431.250000 Penalty: 2855.846436
	Iteration 43Q: 3 clusters Score -791431.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -791432.125000 Penalty: 2855.846436
	Iteration 44Q: 3 clusters Score -791432.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -791432.625000 Penalty: 2855.846436
	Iteration 45Q: 3 clusters Score -791432.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -791432.625000 Penalty: 2855.846436
	Iteration 46F: 3 clusters Score -791432.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (45367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45367 members 
Entering Unmasked Estep 
Score: -5292348.500000 Penalty: 1742.412720
	Iteration 0F: 2 clusters Score -5292348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -5262030.500000 Penalty: 3484.825439
	Iteration 0F: 3 clusters Score -5262030 nChanged 21136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -5273832.500000 Penalty: 3484.825439
	Iteration 1F: 3 clusters Score -5273832 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -5274151.000000 Penalty: 3484.825439
	Iteration 2Q: 3 clusters Score -5274151 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -5274478.500000 Penalty: 3484.825439
	Iteration 3Q: 3 clusters Score -5274478 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -5274775.000000 Penalty: 3484.825439
	Iteration 4Q: 3 clusters Score -5274775 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -5275075.500000 Penalty: 3484.825439
	Iteration 5Q: 3 clusters Score -5275076 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -5275363.500000 Penalty: 3484.825439
	Iteration 6Q: 3 clusters Score -5275364 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -5275775.000000 Penalty: 3484.825439
	Iteration 7Q: 3 clusters Score -5275775 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -5276423.000000 Penalty: 3484.825439
	Iteration 8Q: 3 clusters Score -5276423 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 22893 members 
Entering Unmasked Estep 
Score: -5277459.000000 Penalty: 3484.825439
	Iteration 9Q: 3 clusters Score -5277459 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -5279031.500000 Penalty: 3484.825439
	Iteration 10F: 3 clusters Score -5279032 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -5281110.000000 Penalty: 3484.825439
	Iteration 11F: 3 clusters Score -5281110 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -5282658.500000 Penalty: 3484.825439
	Iteration 12F: 3 clusters Score -5282658 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -5283223.000000 Penalty: 3484.825439
	Iteration 13Q: 3 clusters Score -5283223 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -5283400.500000 Penalty: 3484.825439
	Iteration 14Q: 3 clusters Score -5283400 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -5283507.500000 Penalty: 3484.825439
	Iteration 15Q: 3 clusters Score -5283508 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -5283589.500000 Penalty: 3484.825439
	Iteration 16Q: 3 clusters Score -5283590 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -5283655.000000 Penalty: 3484.825439
	Iteration 17Q: 3 clusters Score -5283655 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -5283710.500000 Penalty: 3484.825439
	Iteration 18Q: 3 clusters Score -5283710 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -5283759.000000 Penalty: 3484.825439
	Iteration 19Q: 3 clusters Score -5283759 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -5283807.500000 Penalty: 3484.825439
	Iteration 20F: 3 clusters Score -5283808 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -5283868.000000 Penalty: 3484.825439
	Iteration 21Q: 3 clusters Score -5283868 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -5283910.000000 Penalty: 3484.825439
	Iteration 22Q: 3 clusters Score -5283910 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -5283974.500000 Penalty: 3484.825439
	Iteration 23Q: 3 clusters Score -5283974 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -5284003.000000 Penalty: 3484.825439
	Iteration 24Q: 3 clusters Score -5284003 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -5284051.000000 Penalty: 3484.825439
	Iteration 25Q: 3 clusters Score -5284051 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -5284080.500000 Penalty: 3484.825439
	Iteration 26Q: 3 clusters Score -5284080 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -5284155.500000 Penalty: 3484.825439
	Iteration 27Q: 3 clusters Score -5284156 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -5284246.000000 Penalty: 3484.825439
	Iteration 28Q: 3 clusters Score -5284246 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -5284277.000000 Penalty: 3484.825439
	Iteration 29Q: 3 clusters Score -5284277 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -5284308.500000 Penalty: 3484.825439
	Iteration 30Q: 3 clusters Score -5284308 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -5284396.000000 Penalty: 3484.825439
	Iteration 31Q: 3 clusters Score -5284396 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -5284439.000000 Penalty: 3484.825439
	Iteration 32Q: 3 clusters Score -5284439 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -5284508.000000 Penalty: 3484.825439
	Iteration 33Q: 3 clusters Score -5284508 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -5284599.000000 Penalty: 3484.825439
	Iteration 34Q: 3 clusters Score -5284599 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -5284698.000000 Penalty: 3484.825439
	Iteration 35Q: 3 clusters Score -5284698 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -5284782.500000 Penalty: 3484.825439
	Iteration 36Q: 3 clusters Score -5284782 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -5284887.500000 Penalty: 3484.825439
	Iteration 37Q: 3 clusters Score -5284888 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -5284966.000000 Penalty: 3484.825439
	Iteration 38Q: 3 clusters Score -5284966 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -5285044.000000 Penalty: 3484.825439
	Iteration 39Q: 3 clusters Score -5285044 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -5285116.500000 Penalty: 3484.825439
	Iteration 40F: 3 clusters Score -5285116 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -5285170.500000 Penalty: 3484.825439
	Iteration 41Q: 3 clusters Score -5285170 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -5285220.000000 Penalty: 3484.825439
	Iteration 42Q: 3 clusters Score -5285220 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -5285256.500000 Penalty: 3484.825439
	Iteration 43Q: 3 clusters Score -5285256 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -5285311.500000 Penalty: 3484.825439
	Iteration 44Q: 3 clusters Score -5285312 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -5285367.500000 Penalty: 3484.825439
	Iteration 45Q: 3 clusters Score -5285368 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -5285429.500000 Penalty: 3484.825439
	Iteration 46Q: 3 clusters Score -5285430 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -5285451.000000 Penalty: 3484.825439
	Iteration 47Q: 3 clusters Score -5285451 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -5285489.000000 Penalty: 3484.825439
	Iteration 48Q: 3 clusters Score -5285489 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -5285530.000000 Penalty: 3484.825439
	Iteration 49Q: 3 clusters Score -5285530 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -5285552.000000 Penalty: 3484.825439
	Iteration 50Q: 3 clusters Score -5285552 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -5285589.000000 Penalty: 3484.825439
	Iteration 51Q: 3 clusters Score -5285589 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -5285604.000000 Penalty: 3484.825439
	Iteration 52Q: 3 clusters Score -5285604 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -5285621.000000 Penalty: 3484.825439
	Iteration 53Q: 3 clusters Score -5285621 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -5285674.500000 Penalty: 3484.825439
	Iteration 54Q: 3 clusters Score -5285674 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -5285710.500000 Penalty: 3484.825439
	Iteration 55Q: 3 clusters Score -5285710 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -5285720.500000 Penalty: 3484.825439
	Iteration 56Q: 3 clusters Score -5285720 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -5285762.000000 Penalty: 3484.825439
	Iteration 57Q: 3 clusters Score -5285762 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29829 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -5285779.500000 Penalty: 3484.825439
	Iteration 58Q: 3 clusters Score -5285780 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -5285806.000000 Penalty: 3484.825439
	Iteration 59Q: 3 clusters Score -5285806 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30250 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -5285824.500000 Penalty: 3484.825439
	Iteration 60F: 3 clusters Score -5285824 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30491 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -5285857.500000 Penalty: 3484.825439
	Iteration 61Q: 3 clusters Score -5285858 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -5285885.000000 Penalty: 3484.825439
	Iteration 62Q: 3 clusters Score -5285885 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -5285925.000000 Penalty: 3484.825439
	Iteration 63Q: 3 clusters Score -5285925 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31291 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -5285957.500000 Penalty: 3484.825439
	Iteration 64Q: 3 clusters Score -5285958 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -5286001.500000 Penalty: 3484.825439
	Iteration 65Q: 3 clusters Score -5286002 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31911 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -5286047.500000 Penalty: 3484.825439
	Iteration 66Q: 3 clusters Score -5286048 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32236 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -5286093.500000 Penalty: 3484.825439
	Iteration 67Q: 3 clusters Score -5286094 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32591 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -5286167.000000 Penalty: 3484.825439
	Iteration 68Q: 3 clusters Score -5286167 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32937 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -5286225.000000 Penalty: 3484.825439
	Iteration 69Q: 3 clusters Score -5286225 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33276 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -5286286.500000 Penalty: 3484.825439
	Iteration 70Q: 3 clusters Score -5286286 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -5286334.000000 Penalty: 3484.825439
	Iteration 71Q: 3 clusters Score -5286334 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34007 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -5286387.000000 Penalty: 3484.825439
	Iteration 72Q: 3 clusters Score -5286387 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34399 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -5286445.500000 Penalty: 3484.825439
	Iteration 73Q: 3 clusters Score -5286446 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34795 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -5286516.500000 Penalty: 3484.825439
	Iteration 74Q: 3 clusters Score -5286516 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -5286606.000000 Penalty: 3484.825439
	Iteration 75Q: 3 clusters Score -5286606 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35741 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -5286753.000000 Penalty: 3484.825439
	Iteration 76Q: 3 clusters Score -5286753 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36235 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -5286882.000000 Penalty: 3484.825439
	Iteration 77Q: 3 clusters Score -5286882 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36721 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -5286990.500000 Penalty: 3484.825439
	Iteration 78Q: 3 clusters Score -5286990 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37189 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -5287128.500000 Penalty: 3484.825439
	Iteration 79Q: 3 clusters Score -5287128 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37701 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -5287276.000000 Penalty: 3484.825439
	Iteration 80F: 3 clusters Score -5287276 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38231 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -5287422.000000 Penalty: 3484.825439
	Iteration 81Q: 3 clusters Score -5287422 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38802 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -5287646.000000 Penalty: 3484.825439
	Iteration 82Q: 3 clusters Score -5287646 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39386 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -5287848.500000 Penalty: 3484.825439
	Iteration 83Q: 3 clusters Score -5287848 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -5288082.500000 Penalty: 3484.825439
	Iteration 84Q: 3 clusters Score -5288082 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40519 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -5288339.500000 Penalty: 3484.825439
	Iteration 85Q: 3 clusters Score -5288340 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41050 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -5288541.000000 Penalty: 3484.825439
	Iteration 86Q: 3 clusters Score -5288541 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41573 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -5288743.000000 Penalty: 3484.825439
	Iteration 87Q: 3 clusters Score -5288743 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42036 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -5288969.000000 Penalty: 3484.825439
	Iteration 88Q: 3 clusters Score -5288969 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42492 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -5289213.500000 Penalty: 3484.825439
	Iteration 89Q: 3 clusters Score -5289214 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42910 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -5289440.500000 Penalty: 3484.825439
	Iteration 90Q: 3 clusters Score -5289440 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43280 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -5289626.500000 Penalty: 3484.825439
	Iteration 91Q: 3 clusters Score -5289626 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43630 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -5289814.000000 Penalty: 3484.825439
	Iteration 92Q: 3 clusters Score -5289814 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43954 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -5290025.000000 Penalty: 3484.825439
	Iteration 93Q: 3 clusters Score -5290025 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44226 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -5290203.500000 Penalty: 3484.825439
	Iteration 94Q: 3 clusters Score -5290204 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44445 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -5290339.000000 Penalty: 3484.825439
	Iteration 95Q: 3 clusters Score -5290339 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44604 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5290438.500000 Penalty: 3484.825439
	Iteration 96Q: 3 clusters Score -5290438 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44719 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -5290504.000000 Penalty: 3484.825439
	Iteration 97Q: 3 clusters Score -5290504 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44820 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -5290590.500000 Penalty: 3484.825439
	Iteration 98Q: 3 clusters Score -5290590 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44895 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5290638.000000 Penalty: 3484.825439
	Iteration 99Q: 3 clusters Score -5290638 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44960 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -5290683.500000 Penalty: 3484.825439
	Iteration 100F: 3 clusters Score -5290684 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45003 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5290710.500000 Penalty: 3484.825439
	Iteration 101Q: 3 clusters Score -5290710 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45033 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -5290748.500000 Penalty: 3484.825439
	Iteration 102Q: 3 clusters Score -5290748 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45055 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -5290781.000000 Penalty: 3484.825439
	Iteration 103Q: 3 clusters Score -5290781 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45069 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -5290800.500000 Penalty: 3484.825439
	Iteration 104Q: 3 clusters Score -5290800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45078 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -5290803.000000 Penalty: 3484.825439
	Iteration 105Q: 3 clusters Score -5290803 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45090 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5290816.000000 Penalty: 3484.825439
	Iteration 106Q: 3 clusters Score -5290816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45101 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5290830.000000 Penalty: 3484.825439
	Iteration 107Q: 3 clusters Score -5290830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45106 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5290848.000000 Penalty: 3484.825439
	Iteration 108Q: 3 clusters Score -5290848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45112 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5290851.000000 Penalty: 3484.825439
	Iteration 109Q: 3 clusters Score -5290851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45115 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -5290855.000000 Penalty: 3484.825439
	Iteration 110Q: 3 clusters Score -5290855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45116 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -5290856.500000 Penalty: 3484.825439
	Iteration 111Q: 3 clusters Score -5290856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45117 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -5290857.000000 Penalty: 3484.825439
	Iteration 112Q: 3 clusters Score -5290857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45116 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -5290858.000000 Penalty: 3484.825439
	Iteration 113Q: 3 clusters Score -5290858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45116 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -5290858.000000 Penalty: 3484.825439
	Iteration 114F: 3 clusters Score -5290858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Entering Unmasked Estep 
Score: -668823.125000 Penalty: 1406.698730
	Iteration 0F: 2 clusters Score -668823.1 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 2881 members 
Entering Unmasked Estep 
Score: -664299.562500 Penalty: 2813.397461
	Iteration 0F: 3 clusters Score -664299.6 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -665585.875000 Penalty: 2813.397461
	Iteration 1F: 3 clusters Score -665585.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -665753.500000 Penalty: 2813.397461
	Iteration 2F: 3 clusters Score -665753.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -665876.125000 Penalty: 2813.397461
	Iteration 3F: 3 clusters Score -665876.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -665970.000000 Penalty: 2813.397461
	Iteration 4Q: 3 clusters Score -665970 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -666028.062500 Penalty: 2813.397461
	Iteration 5Q: 3 clusters Score -666028.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -666095.562500 Penalty: 2813.397461
	Iteration 6Q: 3 clusters Score -666095.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -666178.937500 Penalty: 2813.397461
	Iteration 7Q: 3 clusters Score -666178.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -666245.562500 Penalty: 2813.397461
	Iteration 8Q: 3 clusters Score -666245.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -666299.937500 Penalty: 2813.397461
	Iteration 9Q: 3 clusters Score -666299.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -666341.062500 Penalty: 2813.397461
	Iteration 10Q: 3 clusters Score -666341.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -666375.687500 Penalty: 2813.397461
	Iteration 11Q: 3 clusters Score -666375.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -666408.625000 Penalty: 2813.397461
	Iteration 12Q: 3 clusters Score -666408.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -666441.687500 Penalty: 2813.397461
	Iteration 13Q: 3 clusters Score -666441.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -666485.875000 Penalty: 2813.397461
	Iteration 14Q: 3 clusters Score -666485.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -666538.187500 Penalty: 2813.397461
	Iteration 15Q: 3 clusters Score -666538.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -666587.687500 Penalty: 2813.397461
	Iteration 16Q: 3 clusters Score -666587.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -666639.812500 Penalty: 2813.397461
	Iteration 17Q: 3 clusters Score -666639.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -666715.125000 Penalty: 2813.397461
	Iteration 18Q: 3 clusters Score -666715.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -666812.875000 Penalty: 2813.397461
	Iteration 19Q: 3 clusters Score -666812.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -666914.875000 Penalty: 2813.397461
	Iteration 20F: 3 clusters Score -666914.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -667021.937500 Penalty: 2813.397461
	Iteration 21Q: 3 clusters Score -667021.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -667142.375000 Penalty: 2813.397461
	Iteration 22Q: 3 clusters Score -667142.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -667252.312500 Penalty: 2813.397461
	Iteration 23Q: 3 clusters Score -667252.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -667345.562500 Penalty: 2813.397461
	Iteration 24Q: 3 clusters Score -667345.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -667419.437500 Penalty: 2813.397461
	Iteration 25Q: 3 clusters Score -667419.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -667467.812500 Penalty: 2813.397461
	Iteration 26Q: 3 clusters Score -667467.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -667488.000000 Penalty: 2813.397461
	Iteration 27Q: 3 clusters Score -667488 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -667499.750000 Penalty: 2813.397461
	Iteration 28Q: 3 clusters Score -667499.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -667507.062500 Penalty: 2813.397461
	Iteration 29Q: 3 clusters Score -667507.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -667511.687500 Penalty: 2813.397461
	Iteration 30Q: 3 clusters Score -667511.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -667515.750000 Penalty: 2813.397461
	Iteration 31Q: 3 clusters Score -667515.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -667516.937500 Penalty: 2813.397461
	Iteration 32Q: 3 clusters Score -667516.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -667519.312500 Penalty: 2813.397461
	Iteration 33Q: 3 clusters Score -667519.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -667519.187500 Penalty: 2813.397461
	Iteration 34Q: 3 clusters Score -667519.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -667521.000000 Penalty: 2813.397461
	Iteration 35Q: 3 clusters Score -667521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -667521.062500 Penalty: 2813.397461
	Iteration 36Q: 3 clusters Score -667521.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -667520.500000 Penalty: 2813.397461
	Iteration 37Q: 3 clusters Score -667520.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -667523.062500 Penalty: 2813.397461
	Iteration 38Q: 3 clusters Score -667523.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -667523.125000 Penalty: 2813.397461
	Iteration 39Q: 3 clusters Score -667523.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -667523.687500 Penalty: 2813.397461
	Iteration 40F: 3 clusters Score -667523.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -667524.062500 Penalty: 2813.397461
	Iteration 41Q: 3 clusters Score -667524.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -667524.750000 Penalty: 2813.397461
	Iteration 42Q: 3 clusters Score -667524.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -667525.250000 Penalty: 2813.397461
	Iteration 43Q: 3 clusters Score -667525.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -667526.312500 Penalty: 2813.397461
	Iteration 44Q: 3 clusters Score -667526.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -667526.500000 Penalty: 2813.397461
	Iteration 45Q: 3 clusters Score -667526.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -667528.687500 Penalty: 2813.397461
	Iteration 46Q: 3 clusters Score -667528.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -667529.125000 Penalty: 2813.397461
	Iteration 47Q: 3 clusters Score -667529.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -667531.250000 Penalty: 2813.397461
	Iteration 48Q: 3 clusters Score -667531.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -667531.000000 Penalty: 2813.397461
	Iteration 49Q: 3 clusters Score -667531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -667533.187500 Penalty: 2813.397461
	Iteration 50Q: 3 clusters Score -667533.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -667532.687500 Penalty: 2813.397461
	Iteration 51Q: 3 clusters Score -667532.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -667534.562500 Penalty: 2813.397461
	Iteration 52Q: 3 clusters Score -667534.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -667535.750000 Penalty: 2813.397461
	Iteration 53Q: 3 clusters Score -667535.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -667535.562500 Penalty: 2813.397461
	Iteration 54Q: 3 clusters Score -667535.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -667537.687500 Penalty: 2813.397461
	Iteration 55Q: 3 clusters Score -667537.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -667538.500000 Penalty: 2813.397461
	Iteration 56Q: 3 clusters Score -667538.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -667538.687500 Penalty: 2813.397461
	Iteration 57Q: 3 clusters Score -667538.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -667541.000000 Penalty: 2813.397461
	Iteration 58Q: 3 clusters Score -667541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -667543.687500 Penalty: 2813.397461
	Iteration 59Q: 3 clusters Score -667543.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -667545.562500 Penalty: 2813.397461
	Iteration 60F: 3 clusters Score -667545.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -667547.000000 Penalty: 2813.397461
	Iteration 61Q: 3 clusters Score -667547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -667548.437500 Penalty: 2813.397461
	Iteration 62Q: 3 clusters Score -667548.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -667550.437500 Penalty: 2813.397461
	Iteration 63Q: 3 clusters Score -667550.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -667551.500000 Penalty: 2813.397461
	Iteration 64Q: 3 clusters Score -667551.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -667552.062500 Penalty: 2813.397461
	Iteration 65Q: 3 clusters Score -667552.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -667552.062500 Penalty: 2813.397461
	Iteration 66Q: 3 clusters Score -667552.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -667552.625000 Penalty: 2813.397461
	Iteration 67Q: 3 clusters Score -667552.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -667551.625000 Penalty: 2813.397461
	Iteration 68Q: 3 clusters Score -667551.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -667551.437500 Penalty: 2813.397461
	Iteration 69Q: 3 clusters Score -667551.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -667552.687500 Penalty: 2813.397461
	Iteration 70Q: 3 clusters Score -667552.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -667554.187500 Penalty: 2813.397461
	Iteration 71Q: 3 clusters Score -667554.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -667553.750000 Penalty: 2813.397461
	Iteration 72Q: 3 clusters Score -667553.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -667554.687500 Penalty: 2813.397461
	Iteration 73Q: 3 clusters Score -667554.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -667554.625000 Penalty: 2813.397461
	Iteration 74Q: 3 clusters Score -667554.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -667555.875000 Penalty: 2813.397461
	Iteration 75Q: 3 clusters Score -667555.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -667556.312500 Penalty: 2813.397461
	Iteration 76Q: 3 clusters Score -667556.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -667556.000000 Penalty: 2813.397461
	Iteration 77Q: 3 clusters Score -667556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -667556.437500 Penalty: 2813.397461
	Iteration 78Q: 3 clusters Score -667556.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -667556.437500 Penalty: 2813.397461
	Iteration 79F: 3 clusters Score -667556.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Entering Unmasked Estep 
Score: -792206.187500 Penalty: 1433.291626
	Iteration 0F: 2 clusters Score -792206.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -787075.625000 Penalty: 2866.583252
	Iteration 0F: 3 clusters Score -787075.6 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -788858.125000 Penalty: 2866.583252
	Iteration 1F: 3 clusters Score -788858.1 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -789333.625000 Penalty: 2866.583252
	Iteration 2F: 3 clusters Score -789333.6 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -789780.500000 Penalty: 2866.583252
	Iteration 3F: 3 clusters Score -789780.5 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -790236.250000 Penalty: 2866.583252
	Iteration 4F: 3 clusters Score -790236.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -790613.125000 Penalty: 2866.583252
	Iteration 5F: 3 clusters Score -790613.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -790887.187500 Penalty: 2866.583252
	Iteration 6F: 3 clusters Score -790887.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -791057.312500 Penalty: 2866.583252
	Iteration 7Q: 3 clusters Score -791057.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -791158.187500 Penalty: 2866.583252
	Iteration 8Q: 3 clusters Score -791158.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -791224.312500 Penalty: 2866.583252
	Iteration 9Q: 3 clusters Score -791224.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -791275.187500 Penalty: 2866.583252
	Iteration 10Q: 3 clusters Score -791275.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -791307.000000 Penalty: 2866.583252
	Iteration 11Q: 3 clusters Score -791307 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -791326.937500 Penalty: 2866.583252
	Iteration 12Q: 3 clusters Score -791326.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -791337.687500 Penalty: 2866.583252
	Iteration 13Q: 3 clusters Score -791337.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -791346.125000 Penalty: 2866.583252
	Iteration 14Q: 3 clusters Score -791346.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -791349.437500 Penalty: 2866.583252
	Iteration 15Q: 3 clusters Score -791349.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -791352.750000 Penalty: 2866.583252
	Iteration 16Q: 3 clusters Score -791352.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -791352.812500 Penalty: 2866.583252
	Iteration 17Q: 3 clusters Score -791352.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -791353.812500 Penalty: 2866.583252
	Iteration 18Q: 3 clusters Score -791353.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -791354.000000 Penalty: 2866.583252
	Iteration 19Q: 3 clusters Score -791354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -791353.375000 Penalty: 2866.583252
	Iteration 20F: 3 clusters Score -791353.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -791354.125000 Penalty: 2866.583252
	Iteration 21Q: 3 clusters Score -791354.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -791354.750000 Penalty: 2866.583252
	Iteration 22Q: 3 clusters Score -791354.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -791354.750000 Penalty: 2866.583252
	Iteration 23F: 3 clusters Score -791354.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -29902.183594 Penalty: 999.819092
	Iteration 0F: 2 clusters Score -29902.18 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 246 members 
Entering Unmasked Estep 
Score: -29078.716797 Penalty: 1999.638184
	Iteration 0F: 3 clusters Score -29078.72 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -29382.789062 Penalty: 1999.638184
	Iteration 1F: 3 clusters Score -29382.79 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -29640.828125 Penalty: 1999.638184
	Iteration 2F: 3 clusters Score -29640.83 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -29850.886719 Penalty: 1999.638184
	Iteration 3F: 3 clusters Score -29850.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -30128.275391 Penalty: 1999.638184
	Iteration 4Q: 3 clusters Score -30128.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -30201.554688 Penalty: 1999.638184
	Iteration 5Q: 3 clusters Score -30201.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -30239.753906 Penalty: 1999.638184
	Iteration 6Q: 3 clusters Score -30239.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -30262.082031 Penalty: 1999.638184
	Iteration 7Q: 3 clusters Score -30262.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -30268.339844 Penalty: 1999.638184
	Iteration 8Q: 3 clusters Score -30268.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -30285.318359 Penalty: 1999.638184
	Iteration 9Q: 3 clusters Score -30285.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -30295.634766 Penalty: 1999.638184
	Iteration 10Q: 3 clusters Score -30295.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -30297.509766 Penalty: 1999.638184
	Iteration 11Q: 3 clusters Score -30297.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -30298.705078 Penalty: 1999.638184
	Iteration 12Q: 3 clusters Score -30298.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -30298.705078 Penalty: 1999.638184
	Iteration 13F: 3 clusters Score -30298.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 196833 members 
Mstep: Class 3 contains 83561 members 
Mstep: Class 4 contains 11758 members 
Mstep: Class 5 contains 7547 members 
Mstep: Class 6 contains 37698 members 
Mstep: Class 7 contains 89942 members 
Mstep: Class 8 contains 15419 members 
Mstep: Class 9 contains 37387 members 
Mstep: Class 10 contains 9113 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8836 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19076 members 
Mstep: Class 16 contains 68753 members 
Mstep: Class 17 contains 115895 members 
Mstep: Class 18 contains 110100 members 
Mstep: Class 19 contains 3454 members 
Mstep: Class 20 contains 66773 members 
Mstep: Class 21 contains 33567 members 
Mstep: Class 22 contains 26690 members 
Mstep: Class 23 contains 11917 members 
Mstep: Class 24 contains 3696 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 80481 members 
Mstep: Class 29 contains 6088 members 
Mstep: Class 30 contains 6550 members 
Mstep: Class 31 contains 45367 members 
Mstep: Class 32 contains 5748 members 
Mstep: Class 33 contains 6770 members 
Mstep: Class 34 contains 269 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1560 members 
Mstep: Class 37 contains 65088 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 62414 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 491 members 
Mstep: Class 43 contains 18760 members 
Mstep: Class 44 contains 100680 members 
Mstep: Class 45 contains 50878 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 70879 members 
Mstep: Class 49 contains 13259 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 4986 members 
Mstep: Class 53 contains 49132 members 
Mstep: Class 54 contains 115450 members 
Mstep: Class 55 contains 35297 members 
Mstep: Class 56 contains 201 members 
Entering Unmasked Estep 
Score: -194695600.000000 Penalty: 130671.539062
Splitting cluster 34 changes total score from -194696448.000000 to -194695600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Entering Unmasked Estep 
Score: -22951.667969 Penalty: 949.104248
	Iteration 0F: 2 clusters Score -22951.67 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 174 members 
Entering Unmasked Estep 
Score: -22243.837891 Penalty: 1898.208496
	Iteration 0F: 3 clusters Score -22243.84 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -22509.363281 Penalty: 1898.208496
	Iteration 1F: 3 clusters Score -22509.36 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -22572.060547 Penalty: 1898.208496
	Iteration 2F: 3 clusters Score -22572.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -22621.152344 Penalty: 1898.208496
	Iteration 3Q: 3 clusters Score -22621.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -22639.634766 Penalty: 1898.208496
	Iteration 4Q: 3 clusters Score -22639.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -22649.751953 Penalty: 1898.208496
	Iteration 5Q: 3 clusters Score -22649.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -22663.025391 Penalty: 1898.208496
	Iteration 6Q: 3 clusters Score -22663.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -22665.412109 Penalty: 1898.208496
	Iteration 7Q: 3 clusters Score -22665.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -22665.412109 Penalty: 1898.208496
	Iteration 8F: 3 clusters Score -22665.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Entering Unmasked Estep 
Score: -167888.000000 Penalty: 1194.771729
	Iteration 0F: 2 clusters Score -167888 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 752 members 
Entering Unmasked Estep 
Score: -166069.656250 Penalty: 2389.543457
	Iteration 0F: 3 clusters Score -166069.7 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -166445.531250 Penalty: 2389.543457
	Iteration 1F: 3 clusters Score -166445.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -166540.156250 Penalty: 2389.543457
	Iteration 2F: 3 clusters Score -166540.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -166607.187500 Penalty: 2389.543457
	Iteration 3Q: 3 clusters Score -166607.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -166646.171875 Penalty: 2389.543457
	Iteration 4Q: 3 clusters Score -166646.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -166673.031250 Penalty: 2389.543457
	Iteration 5Q: 3 clusters Score -166673 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -166696.015625 Penalty: 2389.543457
	Iteration 6Q: 3 clusters Score -166696 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -166705.359375 Penalty: 2389.543457
	Iteration 7Q: 3 clusters Score -166705.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -166715.796875 Penalty: 2389.543457
	Iteration 8Q: 3 clusters Score -166715.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -166728.359375 Penalty: 2389.543457
	Iteration 9Q: 3 clusters Score -166728.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -166734.750000 Penalty: 2389.543457
	Iteration 10Q: 3 clusters Score -166734.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -166740.421875 Penalty: 2389.543457
	Iteration 11Q: 3 clusters Score -166740.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -166744.078125 Penalty: 2389.543457
	Iteration 12Q: 3 clusters Score -166744.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -166745.906250 Penalty: 2389.543457
	Iteration 13Q: 3 clusters Score -166745.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -166748.156250 Penalty: 2389.543457
	Iteration 14Q: 3 clusters Score -166748.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -166753.093750 Penalty: 2389.543457
	Iteration 15Q: 3 clusters Score -166753.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -166762.484375 Penalty: 2389.543457
	Iteration 16Q: 3 clusters Score -166762.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -166770.671875 Penalty: 2389.543457
	Iteration 17Q: 3 clusters Score -166770.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -166777.250000 Penalty: 2389.543457
	Iteration 18Q: 3 clusters Score -166777.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -166782.531250 Penalty: 2389.543457
	Iteration 19Q: 3 clusters Score -166782.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -166787.156250 Penalty: 2389.543457
	Iteration 20F: 3 clusters Score -166787.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -166793.734375 Penalty: 2389.543457
	Iteration 21Q: 3 clusters Score -166793.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -166801.234375 Penalty: 2389.543457
	Iteration 22Q: 3 clusters Score -166801.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -166815.000000 Penalty: 2389.543457
	Iteration 23Q: 3 clusters Score -166815 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -166823.906250 Penalty: 2389.543457
	Iteration 24Q: 3 clusters Score -166823.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -166826.890625 Penalty: 2389.543457
	Iteration 25Q: 3 clusters Score -166826.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -166831.796875 Penalty: 2389.543457
	Iteration 26Q: 3 clusters Score -166831.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -166834.406250 Penalty: 2389.543457
	Iteration 27Q: 3 clusters Score -166834.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -166838.640625 Penalty: 2389.543457
	Iteration 28Q: 3 clusters Score -166838.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -166843.453125 Penalty: 2389.543457
	Iteration 29Q: 3 clusters Score -166843.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -166846.109375 Penalty: 2389.543457
	Iteration 30Q: 3 clusters Score -166846.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -166850.000000 Penalty: 2389.543457
	Iteration 31Q: 3 clusters Score -166850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -166851.234375 Penalty: 2389.543457
	Iteration 32Q: 3 clusters Score -166851.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -166852.437500 Penalty: 2389.543457
	Iteration 33Q: 3 clusters Score -166852.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -166854.906250 Penalty: 2389.543457
	Iteration 34Q: 3 clusters Score -166854.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -166856.312500 Penalty: 2389.543457
	Iteration 35Q: 3 clusters Score -166856.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -166856.265625 Penalty: 2389.543457
	Iteration 36Q: 3 clusters Score -166856.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -166860.031250 Penalty: 2389.543457
	Iteration 37Q: 3 clusters Score -166860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -166865.343750 Penalty: 2389.543457
	Iteration 38Q: 3 clusters Score -166865.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -166870.968750 Penalty: 2389.543457
	Iteration 39Q: 3 clusters Score -166871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -166879.125000 Penalty: 2389.543457
	Iteration 40F: 3 clusters Score -166879.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -166886.328125 Penalty: 2389.543457
	Iteration 41Q: 3 clusters Score -166886.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -166894.890625 Penalty: 2389.543457
	Iteration 42Q: 3 clusters Score -166894.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -166900.562500 Penalty: 2389.543457
	Iteration 43Q: 3 clusters Score -166900.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -166910.578125 Penalty: 2389.543457
	Iteration 44Q: 3 clusters Score -166910.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -166925.078125 Penalty: 2389.543457
	Iteration 45Q: 3 clusters Score -166925.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -166933.859375 Penalty: 2389.543457
	Iteration 46Q: 3 clusters Score -166933.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -166941.078125 Penalty: 2389.543457
	Iteration 47Q: 3 clusters Score -166941.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -166949.750000 Penalty: 2389.543457
	Iteration 48Q: 3 clusters Score -166949.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -166959.796875 Penalty: 2389.543457
	Iteration 49Q: 3 clusters Score -166959.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -166974.437500 Penalty: 2389.543457
	Iteration 50Q: 3 clusters Score -166974.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -166994.656250 Penalty: 2389.543457
	Iteration 51Q: 3 clusters Score -166994.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -167014.468750 Penalty: 2389.543457
	Iteration 52Q: 3 clusters Score -167014.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -167027.562500 Penalty: 2389.543457
	Iteration 53Q: 3 clusters Score -167027.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -167038.687500 Penalty: 2389.543457
	Iteration 54Q: 3 clusters Score -167038.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -167048.812500 Penalty: 2389.543457
	Iteration 55Q: 3 clusters Score -167048.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -167057.734375 Penalty: 2389.543457
	Iteration 56Q: 3 clusters Score -167057.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -167066.390625 Penalty: 2389.543457
	Iteration 57Q: 3 clusters Score -167066.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -167083.046875 Penalty: 2389.543457
	Iteration 58Q: 3 clusters Score -167083 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -167097.812500 Penalty: 2389.543457
	Iteration 59Q: 3 clusters Score -167097.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -167120.296875 Penalty: 2389.543457
	Iteration 60F: 3 clusters Score -167120.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -167139.359375 Penalty: 2389.543457
	Iteration 61Q: 3 clusters Score -167139.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -167147.281250 Penalty: 2389.543457
	Iteration 62Q: 3 clusters Score -167147.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -167155.953125 Penalty: 2389.543457
	Iteration 63Q: 3 clusters Score -167156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -167163.515625 Penalty: 2389.543457
	Iteration 64Q: 3 clusters Score -167163.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -167169.875000 Penalty: 2389.543457
	Iteration 65Q: 3 clusters Score -167169.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -167178.765625 Penalty: 2389.543457
	Iteration 66Q: 3 clusters Score -167178.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -167183.609375 Penalty: 2389.543457
	Iteration 67Q: 3 clusters Score -167183.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -167187.906250 Penalty: 2389.543457
	Iteration 68Q: 3 clusters Score -167187.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -167191.921875 Penalty: 2389.543457
	Iteration 69Q: 3 clusters Score -167191.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -167195.609375 Penalty: 2389.543457
	Iteration 70Q: 3 clusters Score -167195.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -167200.015625 Penalty: 2389.543457
	Iteration 71Q: 3 clusters Score -167200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -167201.812500 Penalty: 2389.543457
	Iteration 72Q: 3 clusters Score -167201.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -167201.812500 Penalty: 2389.543457
	Iteration 73F: 3 clusters Score -167201.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (65088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65088 members 
Entering Unmasked Estep 
Score: -7640015.000000 Penalty: 1801.067993
	Iteration 0F: 2 clusters Score -7640015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 32646 members 
Entering Unmasked Estep 
Score: -7596655.000000 Penalty: 3602.135986
	Iteration 0F: 3 clusters Score -7596655 nChanged 30689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31983 members 
Mstep: Class 2 contains 33105 members 
Entering Unmasked Estep 
Score: -7614403.000000 Penalty: 3602.135986
	Iteration 1F: 3 clusters Score -7614403 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31378 members 
Mstep: Class 2 contains 33710 members 
Entering Unmasked Estep 
Score: -7614954.000000 Penalty: 3602.135986
	Iteration 2Q: 3 clusters Score -7614954 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 34668 members 
Entering Unmasked Estep 
Score: -7615770.000000 Penalty: 3602.135986
	Iteration 3Q: 3 clusters Score -7615770 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -7616940.500000 Penalty: 3602.135986
	Iteration 4Q: 3 clusters Score -7616940 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27148 members 
Mstep: Class 2 contains 37940 members 
Entering Unmasked Estep 
Score: -7619108.000000 Penalty: 3602.135986
	Iteration 5F: 3 clusters Score -7619108 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 40023 members 
Entering Unmasked Estep 
Score: -7622724.000000 Penalty: 3602.135986
	Iteration 6F: 3 clusters Score -7622724 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 41651 members 
Entering Unmasked Estep 
Score: -7627220.000000 Penalty: 3602.135986
	Iteration 7F: 3 clusters Score -7627220 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 42176 members 
Entering Unmasked Estep 
Score: -7630921.000000 Penalty: 3602.135986
	Iteration 8F: 3 clusters Score -7630921 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 42142 members 
Entering Unmasked Estep 
Score: -7632660.000000 Penalty: 3602.135986
	Iteration 9Q: 3 clusters Score -7632660 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 42001 members 
Entering Unmasked Estep 
Score: -7633645.000000 Penalty: 3602.135986
	Iteration 10Q: 3 clusters Score -7633645 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 41741 members 
Entering Unmasked Estep 
Score: -7634671.000000 Penalty: 3602.135986
	Iteration 11Q: 3 clusters Score -7634671 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 41408 members 
Entering Unmasked Estep 
Score: -7635677.500000 Penalty: 3602.135986
	Iteration 12Q: 3 clusters Score -7635678 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 41072 members 
Entering Unmasked Estep 
Score: -7636556.500000 Penalty: 3602.135986
	Iteration 13Q: 3 clusters Score -7636556 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 40902 members 
Entering Unmasked Estep 
Score: -7637107.000000 Penalty: 3602.135986
	Iteration 14Q: 3 clusters Score -7637107 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 40832 members 
Entering Unmasked Estep 
Score: -7637433.000000 Penalty: 3602.135986
	Iteration 15Q: 3 clusters Score -7637433 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 40876 members 
Entering Unmasked Estep 
Score: -7637595.000000 Penalty: 3602.135986
	Iteration 16Q: 3 clusters Score -7637595 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 40982 members 
Entering Unmasked Estep 
Score: -7637717.500000 Penalty: 3602.135986
	Iteration 17Q: 3 clusters Score -7637718 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 41136 members 
Entering Unmasked Estep 
Score: -7637791.000000 Penalty: 3602.135986
	Iteration 18Q: 3 clusters Score -7637791 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 41296 members 
Entering Unmasked Estep 
Score: -7637806.500000 Penalty: 3602.135986
	Iteration 19Q: 3 clusters Score -7637806 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 41414 members 
Entering Unmasked Estep 
Score: -7637824.000000 Penalty: 3602.135986
	Iteration 20F: 3 clusters Score -7637824 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 41527 members 
Entering Unmasked Estep 
Score: -7637811.000000 Penalty: 3602.135986
	Iteration 21Q: 3 clusters Score -7637811 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 41642 members 
Entering Unmasked Estep 
Score: -7637824.500000 Penalty: 3602.135986
	Iteration 22Q: 3 clusters Score -7637824 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 41732 members 
Entering Unmasked Estep 
Score: -7637832.500000 Penalty: 3602.135986
	Iteration 23Q: 3 clusters Score -7637832 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 41831 members 
Entering Unmasked Estep 
Score: -7637841.000000 Penalty: 3602.135986
	Iteration 24Q: 3 clusters Score -7637841 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 41910 members 
Entering Unmasked Estep 
Score: -7637848.500000 Penalty: 3602.135986
	Iteration 25Q: 3 clusters Score -7637848 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 41998 members 
Entering Unmasked Estep 
Score: -7637851.500000 Penalty: 3602.135986
	Iteration 26Q: 3 clusters Score -7637852 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 42057 members 
Entering Unmasked Estep 
Score: -7637869.500000 Penalty: 3602.135986
	Iteration 27Q: 3 clusters Score -7637870 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 42103 members 
Entering Unmasked Estep 
Score: -7637850.000000 Penalty: 3602.135986
	Iteration 28Q: 3 clusters Score -7637850 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 42161 members 
Entering Unmasked Estep 
Score: -7637847.000000 Penalty: 3602.135986
	Iteration 29Q: 3 clusters Score -7637847 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 42189 members 
Entering Unmasked Estep 
Score: -7637851.000000 Penalty: 3602.135986
	Iteration 30Q: 3 clusters Score -7637851 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 42232 members 
Entering Unmasked Estep 
Score: -7637839.000000 Penalty: 3602.135986
	Iteration 31Q: 3 clusters Score -7637839 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 42273 members 
Entering Unmasked Estep 
Score: -7637855.000000 Penalty: 3602.135986
	Iteration 32Q: 3 clusters Score -7637855 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 42317 members 
Entering Unmasked Estep 
Score: -7637847.500000 Penalty: 3602.135986
	Iteration 33Q: 3 clusters Score -7637848 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -7637845.000000 Penalty: 3602.135986
	Iteration 34Q: 3 clusters Score -7637845 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 42397 members 
Entering Unmasked Estep 
Score: -7637841.500000 Penalty: 3602.135986
	Iteration 35Q: 3 clusters Score -7637842 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 42429 members 
Entering Unmasked Estep 
Score: -7637844.000000 Penalty: 3602.135986
	Iteration 36Q: 3 clusters Score -7637844 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 42492 members 
Entering Unmasked Estep 
Score: -7637844.500000 Penalty: 3602.135986
	Iteration 37Q: 3 clusters Score -7637844 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 42556 members 
Entering Unmasked Estep 
Score: -7637844.500000 Penalty: 3602.135986
	Iteration 38Q: 3 clusters Score -7637844 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 42590 members 
Entering Unmasked Estep 
Score: -7637843.500000 Penalty: 3602.135986
	Iteration 39Q: 3 clusters Score -7637844 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 42625 members 
Entering Unmasked Estep 
Score: -7637838.000000 Penalty: 3602.135986
	Iteration 40F: 3 clusters Score -7637838 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 42674 members 
Entering Unmasked Estep 
Score: -7637836.500000 Penalty: 3602.135986
	Iteration 41Q: 3 clusters Score -7637836 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 42712 members 
Entering Unmasked Estep 
Score: -7637825.000000 Penalty: 3602.135986
	Iteration 42Q: 3 clusters Score -7637825 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 42750 members 
Entering Unmasked Estep 
Score: -7637806.500000 Penalty: 3602.135986
	Iteration 43Q: 3 clusters Score -7637806 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 42800 members 
Entering Unmasked Estep 
Score: -7637801.000000 Penalty: 3602.135986
	Iteration 44Q: 3 clusters Score -7637801 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 42843 members 
Entering Unmasked Estep 
Score: -7637802.000000 Penalty: 3602.135986
	Iteration 45Q: 3 clusters Score -7637802 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 42878 members 
Entering Unmasked Estep 
Score: -7637792.500000 Penalty: 3602.135986
	Iteration 46Q: 3 clusters Score -7637792 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 42926 members 
Entering Unmasked Estep 
Score: -7637797.000000 Penalty: 3602.135986
	Iteration 47Q: 3 clusters Score -7637797 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 42977 members 
Entering Unmasked Estep 
Score: -7637803.500000 Penalty: 3602.135986
	Iteration 48Q: 3 clusters Score -7637804 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 43042 members 
Entering Unmasked Estep 
Score: -7637804.000000 Penalty: 3602.135986
	Iteration 49Q: 3 clusters Score -7637804 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 43085 members 
Entering Unmasked Estep 
Score: -7637806.000000 Penalty: 3602.135986
	Iteration 50Q: 3 clusters Score -7637806 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 43150 members 
Entering Unmasked Estep 
Score: -7637811.000000 Penalty: 3602.135986
	Iteration 51Q: 3 clusters Score -7637811 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 43238 members 
Entering Unmasked Estep 
Score: -7637797.500000 Penalty: 3602.135986
	Iteration 52Q: 3 clusters Score -7637798 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 43330 members 
Entering Unmasked Estep 
Score: -7637807.500000 Penalty: 3602.135986
	Iteration 53Q: 3 clusters Score -7637808 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 43392 members 
Entering Unmasked Estep 
Score: -7637788.000000 Penalty: 3602.135986
	Iteration 54Q: 3 clusters Score -7637788 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 43442 members 
Entering Unmasked Estep 
Score: -7637785.500000 Penalty: 3602.135986
	Iteration 55Q: 3 clusters Score -7637786 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 43475 members 
Entering Unmasked Estep 
Score: -7637791.000000 Penalty: 3602.135986
	Iteration 56Q: 3 clusters Score -7637791 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -7637796.500000 Penalty: 3602.135986
	Iteration 57Q: 3 clusters Score -7637796 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 43558 members 
Entering Unmasked Estep 
Score: -7637794.000000 Penalty: 3602.135986
	Iteration 58Q: 3 clusters Score -7637794 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 43599 members 
Entering Unmasked Estep 
Score: -7637801.500000 Penalty: 3602.135986
	Iteration 59Q: 3 clusters Score -7637802 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 43629 members 
Entering Unmasked Estep 
Score: -7637797.500000 Penalty: 3602.135986
	Iteration 60F: 3 clusters Score -7637798 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 43660 members 
Entering Unmasked Estep 
Score: -7637784.500000 Penalty: 3602.135986
	Iteration 61Q: 3 clusters Score -7637784 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 43688 members 
Entering Unmasked Estep 
Score: -7637787.500000 Penalty: 3602.135986
	Iteration 62Q: 3 clusters Score -7637788 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 43741 members 
Entering Unmasked Estep 
Score: -7637794.000000 Penalty: 3602.135986
	Iteration 63Q: 3 clusters Score -7637794 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 43785 members 
Entering Unmasked Estep 
Score: -7637788.000000 Penalty: 3602.135986
	Iteration 64Q: 3 clusters Score -7637788 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 43831 members 
Entering Unmasked Estep 
Score: -7637793.500000 Penalty: 3602.135986
	Iteration 65Q: 3 clusters Score -7637794 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 43894 members 
Entering Unmasked Estep 
Score: -7637780.000000 Penalty: 3602.135986
	Iteration 66Q: 3 clusters Score -7637780 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 43944 members 
Entering Unmasked Estep 
Score: -7637799.000000 Penalty: 3602.135986
	Iteration 67Q: 3 clusters Score -7637799 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 43976 members 
Entering Unmasked Estep 
Score: -7637790.000000 Penalty: 3602.135986
	Iteration 68Q: 3 clusters Score -7637790 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 44017 members 
Entering Unmasked Estep 
Score: -7637787.500000 Penalty: 3602.135986
	Iteration 69Q: 3 clusters Score -7637788 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 44055 members 
Entering Unmasked Estep 
Score: -7637778.500000 Penalty: 3602.135986
	Iteration 70Q: 3 clusters Score -7637778 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 44084 members 
Entering Unmasked Estep 
Score: -7637786.500000 Penalty: 3602.135986
	Iteration 71Q: 3 clusters Score -7637786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 44099 members 
Entering Unmasked Estep 
Score: -7637781.000000 Penalty: 3602.135986
	Iteration 72Q: 3 clusters Score -7637781 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 44119 members 
Entering Unmasked Estep 
Score: -7637775.500000 Penalty: 3602.135986
	Iteration 73Q: 3 clusters Score -7637776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 44139 members 
Entering Unmasked Estep 
Score: -7637771.000000 Penalty: 3602.135986
	Iteration 74Q: 3 clusters Score -7637771 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 44170 members 
Entering Unmasked Estep 
Score: -7637764.000000 Penalty: 3602.135986
	Iteration 75Q: 3 clusters Score -7637764 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 44202 members 
Entering Unmasked Estep 
Score: -7637750.000000 Penalty: 3602.135986
	Iteration 76Q: 3 clusters Score -7637750 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 44254 members 
Entering Unmasked Estep 
Score: -7637724.000000 Penalty: 3602.135986
	Iteration 77Q: 3 clusters Score -7637724 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 44320 members 
Entering Unmasked Estep 
Score: -7637725.000000 Penalty: 3602.135986
	Iteration 78Q: 3 clusters Score -7637725 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 44358 members 
Entering Unmasked Estep 
Score: -7637734.500000 Penalty: 3602.135986
	Iteration 79Q: 3 clusters Score -7637734 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 44404 members 
Entering Unmasked Estep 
Score: -7637726.500000 Penalty: 3602.135986
	Iteration 80F: 3 clusters Score -7637726 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 44459 members 
Entering Unmasked Estep 
Score: -7637718.500000 Penalty: 3602.135986
	Iteration 81Q: 3 clusters Score -7637718 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 44530 members 
Entering Unmasked Estep 
Score: -7637712.500000 Penalty: 3602.135986
	Iteration 82Q: 3 clusters Score -7637712 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 44630 members 
Entering Unmasked Estep 
Score: -7637730.500000 Penalty: 3602.135986
	Iteration 83Q: 3 clusters Score -7637730 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 44720 members 
Entering Unmasked Estep 
Score: -7637714.000000 Penalty: 3602.135986
	Iteration 84Q: 3 clusters Score -7637714 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 44787 members 
Entering Unmasked Estep 
Score: -7637723.500000 Penalty: 3602.135986
	Iteration 85Q: 3 clusters Score -7637724 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 44852 members 
Entering Unmasked Estep 
Score: -7637715.500000 Penalty: 3602.135986
	Iteration 86Q: 3 clusters Score -7637716 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 44932 members 
Entering Unmasked Estep 
Score: -7637726.000000 Penalty: 3602.135986
	Iteration 87Q: 3 clusters Score -7637726 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 44987 members 
Entering Unmasked Estep 
Score: -7637734.500000 Penalty: 3602.135986
	Iteration 88Q: 3 clusters Score -7637734 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 45042 members 
Entering Unmasked Estep 
Score: -7637741.500000 Penalty: 3602.135986
	Iteration 89Q: 3 clusters Score -7637742 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 45073 members 
Entering Unmasked Estep 
Score: -7637750.500000 Penalty: 3602.135986
	Iteration 90Q: 3 clusters Score -7637750 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 45092 members 
Entering Unmasked Estep 
Score: -7637747.500000 Penalty: 3602.135986
	Iteration 91Q: 3 clusters Score -7637748 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 45133 members 
Entering Unmasked Estep 
Score: -7637739.000000 Penalty: 3602.135986
	Iteration 92Q: 3 clusters Score -7637739 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 45189 members 
Entering Unmasked Estep 
Score: -7637735.000000 Penalty: 3602.135986
	Iteration 93Q: 3 clusters Score -7637735 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 45231 members 
Entering Unmasked Estep 
Score: -7637741.000000 Penalty: 3602.135986
	Iteration 94Q: 3 clusters Score -7637741 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 45303 members 
Entering Unmasked Estep 
Score: -7637720.500000 Penalty: 3602.135986
	Iteration 95Q: 3 clusters Score -7637720 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 45366 members 
Entering Unmasked Estep 
Score: -7637730.000000 Penalty: 3602.135986
	Iteration 96Q: 3 clusters Score -7637730 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 45440 members 
Entering Unmasked Estep 
Score: -7637721.500000 Penalty: 3602.135986
	Iteration 97Q: 3 clusters Score -7637722 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 45496 members 
Entering Unmasked Estep 
Score: -7637711.500000 Penalty: 3602.135986
	Iteration 98Q: 3 clusters Score -7637712 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 45568 members 
Entering Unmasked Estep 
Score: -7637720.000000 Penalty: 3602.135986
	Iteration 99Q: 3 clusters Score -7637720 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 45658 members 
Entering Unmasked Estep 
Score: -7637723.500000 Penalty: 3602.135986
	Iteration 100F: 3 clusters Score -7637724 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 45738 members 
Entering Unmasked Estep 
Score: -7637729.000000 Penalty: 3602.135986
	Iteration 101Q: 3 clusters Score -7637729 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 45833 members 
Entering Unmasked Estep 
Score: -7637738.500000 Penalty: 3602.135986
	Iteration 102Q: 3 clusters Score -7637738 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 45905 members 
Entering Unmasked Estep 
Score: -7637733.500000 Penalty: 3602.135986
	Iteration 103Q: 3 clusters Score -7637734 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 45982 members 
Entering Unmasked Estep 
Score: -7637737.000000 Penalty: 3602.135986
	Iteration 104Q: 3 clusters Score -7637737 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 46059 members 
Entering Unmasked Estep 
Score: -7637729.500000 Penalty: 3602.135986
	Iteration 105Q: 3 clusters Score -7637730 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 46185 members 
Entering Unmasked Estep 
Score: -7637755.000000 Penalty: 3602.135986
	Iteration 106Q: 3 clusters Score -7637755 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 46287 members 
Entering Unmasked Estep 
Score: -7637738.000000 Penalty: 3602.135986
	Iteration 107Q: 3 clusters Score -7637738 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 46412 members 
Entering Unmasked Estep 
Score: -7637742.500000 Penalty: 3602.135986
	Iteration 108Q: 3 clusters Score -7637742 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 46540 members 
Entering Unmasked Estep 
Score: -7637727.000000 Penalty: 3602.135986
	Iteration 109Q: 3 clusters Score -7637727 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 46672 members 
Entering Unmasked Estep 
Score: -7637736.000000 Penalty: 3602.135986
	Iteration 110Q: 3 clusters Score -7637736 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 46778 members 
Entering Unmasked Estep 
Score: -7637753.500000 Penalty: 3602.135986
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 46891 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7637758 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 46952 members 
Entering Unmasked Estep 
Score: -7637766.500000 Penalty: 3602.135986
	Iteration 113Q: 3 clusters Score -7637766 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 47003 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7637768 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 47066 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7637760 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 47109 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -7637776 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 47154 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7637766 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 47218 members 
Entering Unmasked Estep 
Score: -7637761.000000 Penalty: 3602.135986
	Iteration 118Q: 3 clusters Score -7637761 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 47270 members 
Entering Unmasked Estep 
Score: -7637764.000000 Penalty: 3602.135986
	Iteration 119Q: 3 clusters Score -7637764 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 47317 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -7637760 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 47357 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -7637760 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 47410 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -7637770 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 47443 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -7637779 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 47476 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -7637780 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 47529 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -7637796 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 47566 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -7637800 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 47599 members 
Entering Unmasked Estep 
Score: -7637806.000000 Penalty: 3602.135986
	Iteration 127Q: 3 clusters Score -7637806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 47616 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -7637794 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 47644 members 
Entering Unmasked Estep 
Score: -7637792.500000 Penalty: 3602.135986
	Iteration 129Q: 3 clusters Score -7637792 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 47677 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -7637796 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 47719 members 
Entering Unmasked Estep 
Score: -7637793.000000 Penalty: 3602.135986
	Iteration 131Q: 3 clusters Score -7637793 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 47763 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -7637792 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 47812 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -7637784 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 47868 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -7637787 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 47930 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -7637804 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 48002 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -7637803 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 48046 members 
Entering Unmasked Estep 
Score: -7637811.000000 Penalty: 3602.135986
	Iteration 137Q: 3 clusters Score -7637811 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 48088 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -7637808 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 48142 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -7637798 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 48199 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -7637796 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 48282 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -7637808 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 48338 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -7637810 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 48386 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -7637804 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 48444 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -7637796 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 48520 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -7637781 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 48579 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -7637796 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 48689 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -7637792 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 48791 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -7637808 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 48907 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -7637783 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 49017 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -7637795 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 49118 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -7637789 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 49234 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -7637782 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 49338 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -7637793 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 49433 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -7637794 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 49533 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -7637783 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 49648 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -7637782 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 49736 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -7637780 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 49865 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -7637760 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 49996 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -7637744 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 50142 members 
Entering Unmasked Estep 
Score: -7637727.000000 Penalty: 3602.135986
	Iteration 160F: 3 clusters Score -7637727 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 50275 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -7637726 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 50422 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -7637716 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 50584 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -7637744 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 50717 members 
Entering Unmasked Estep 
Score: -7637741.000000 Penalty: 3602.135986
	Iteration 164Q: 3 clusters Score -7637741 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 50866 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -7637726 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 50994 members 
Entering Unmasked Estep 
Score: -7637721.000000 Penalty: 3602.135986
	Iteration 166Q: 3 clusters Score -7637721 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 51102 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -7637720 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 51240 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -7637744 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 51395 members 
Entering Unmasked Estep 
Score: -7637731.500000 Penalty: 3602.135986
	Iteration 169Q: 3 clusters Score -7637732 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 51517 members 
Entering Unmasked Estep 
Score: -7637746.000000 Penalty: 3602.135986
	Iteration 170Q: 3 clusters Score -7637746 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 51612 members 
Entering Unmasked Estep 
Score: -7637736.000000 Penalty: 3602.135986
	Iteration 171Q: 3 clusters Score -7637736 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 51691 members 
Entering Unmasked Estep 
Score: -7637719.500000 Penalty: 3602.135986
	Iteration 172Q: 3 clusters Score -7637720 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 51792 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -7637752 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 51897 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -7637744 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 51992 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -7637726 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 52074 members 
Entering Unmasked Estep 
Score: -7637733.000000 Penalty: 3602.135986
	Iteration 176Q: 3 clusters Score -7637733 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 52133 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -7637742 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 52213 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -7637732 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 52307 members 
Entering Unmasked Estep 
Score: -7637748.000000 Penalty: 3602.135986
	Iteration 179Q: 3 clusters Score -7637748 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 52399 members 
Entering Unmasked Estep 
Score: -7637744.000000 Penalty: 3602.135986
	Iteration 180F: 3 clusters Score -7637744 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 52521 members 
Entering Unmasked Estep 
Score: -7637738.000000 Penalty: 3602.135986
	Iteration 181Q: 3 clusters Score -7637738 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 52636 members 
Entering Unmasked Estep 
Score: -7637743.500000 Penalty: 3602.135986
	Iteration 182Q: 3 clusters Score -7637744 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 52730 members 
Entering Unmasked Estep 
Score: -7637751.500000 Penalty: 3602.135986
	Iteration 183Q: 3 clusters Score -7637752 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 52808 members 
Entering Unmasked Estep 
Score: -7637753.000000 Penalty: 3602.135986
	Iteration 184Q: 3 clusters Score -7637753 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 52874 members 
Entering Unmasked Estep 
Score: -7637758.500000 Penalty: 3602.135986
	Iteration 185Q: 3 clusters Score -7637758 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 52958 members 
Entering Unmasked Estep 
Score: -7637755.000000 Penalty: 3602.135986
	Iteration 186Q: 3 clusters Score -7637755 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 53041 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -7637745 nChanged 44
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Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 53083 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -7637738 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 53132 members 
Entering Unmasked Estep 
Score: -7637729.000000 Penalty: 3602.135986
	Iteration 189Q: 3 clusters Score -7637729 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 53166 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -7637742 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 53199 members 
Entering Unmasked Estep 
Score: -7637737.500000 Penalty: 3602.135986
	Iteration 191Q: 3 clusters Score -7637738 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 53238 members 
Entering Unmasked Estep 
Score: -7637731.000000 Penalty: 3602.135986
	Iteration 192Q: 3 clusters Score -7637731 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 53275 members 
Entering Unmasked Estep 
Score: -7637734.000000 Penalty: 3602.135986
	Iteration 193Q: 3 clusters Score -7637734 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 53299 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -7637745 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 53335 members 
Entering Unmasked Estep 
Score: -7637740.000000 Penalty: 3602.135986
	Iteration 195Q: 3 clusters Score -7637740 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 53372 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -7637746 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 53400 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -7637746 nChanged 16
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Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 53416 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -7637746 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 53444 members 
Entering Unmasked Estep 
Score: -7637756.500000 Penalty: 3602.135986
	Iteration 199Q: 3 clusters Score -7637756 nChanged 27
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Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 53471 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -7637756 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 53496 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -7637758 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 53526 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -7637746 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 53549 members 
Entering Unmasked Estep 
Score: -7637749.500000 Penalty: 3602.135986
	Iteration 203Q: 3 clusters Score -7637750 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 53576 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -7637758 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 53597 members 
Entering Unmasked Estep 
Score: -7637756.500000 Penalty: 3602.135986
	Iteration 205Q: 3 clusters Score -7637756 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 53624 members 
Entering Unmasked Estep 
Score: -7637756.000000 Penalty: 3602.135986
	Iteration 206Q: 3 clusters Score -7637756 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 53650 members 
Entering Unmasked Estep 
Score: -7637738.000000 Penalty: 3602.135986
	Iteration 207Q: 3 clusters Score -7637738 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 53686 members 
Entering Unmasked Estep 
Score: -7637749.500000 Penalty: 3602.135986
	Iteration 208Q: 3 clusters Score -7637750 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 53727 members 
Entering Unmasked Estep 
Score: -7637745.500000 Penalty: 3602.135986
	Iteration 209Q: 3 clusters Score -7637746 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 53763 members 
Entering Unmasked Estep 
Score: -7637748.500000 Penalty: 3602.135986
	Iteration 210Q: 3 clusters Score -7637748 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 53790 members 
Entering Unmasked Estep 
Score: -7637759.500000 Penalty: 3602.135986
	Iteration 211Q: 3 clusters Score -7637760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 53797 members 
Entering Unmasked Estep 
Score: -7637744.500000 Penalty: 3602.135986
	Iteration 212Q: 3 clusters Score -7637744 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 53834 members 
Entering Unmasked Estep 
Score: -7637747.000000 Penalty: 3602.135986
	Iteration 213Q: 3 clusters Score -7637747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 53842 members 
Entering Unmasked Estep 
Score: -7637752.500000 Penalty: 3602.135986
	Iteration 214Q: 3 clusters Score -7637752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 53845 members 
Entering Unmasked Estep 
Score: -7637744.500000 Penalty: 3602.135986
	Iteration 215Q: 3 clusters Score -7637744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 53851 members 
Entering Unmasked Estep 
Score: -7637759.000000 Penalty: 3602.135986
	Iteration 216Q: 3 clusters Score -7637759 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 53881 members 
Entering Unmasked Estep 
Score: -7637750.000000 Penalty: 3602.135986
	Iteration 217Q: 3 clusters Score -7637750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 53896 members 
Entering Unmasked Estep 
Score: -7637760.500000 Penalty: 3602.135986
	Iteration 218Q: 3 clusters Score -7637760 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 53929 members 
Entering Unmasked Estep 
Score: -7637770.000000 Penalty: 3602.135986
	Iteration 219Q: 3 clusters Score -7637770 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 53948 members 
Entering Unmasked Estep 
Score: -7637752.000000 Penalty: 3602.135986
	Iteration 220F: 3 clusters Score -7637752 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 53982 members 
Entering Unmasked Estep 
Score: -7637763.000000 Penalty: 3602.135986
	Iteration 221Q: 3 clusters Score -7637763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 53984 members 
Entering Unmasked Estep 
Score: -7637764.000000 Penalty: 3602.135986
	Iteration 222Q: 3 clusters Score -7637764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 53993 members 
Entering Unmasked Estep 
Score: -7637766.000000 Penalty: 3602.135986
	Iteration 223Q: 3 clusters Score -7637766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 53994 members 
Entering Unmasked Estep 
Score: -7637764.500000 Penalty: 3602.135986
	Iteration 224Q: 3 clusters Score -7637764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 53997 members 
Entering Unmasked Estep 
Score: -7637763.000000 Penalty: 3602.135986
	Iteration 225Q: 3 clusters Score -7637763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 54004 members 
Entering Unmasked Estep 
Score: -7637768.000000 Penalty: 3602.135986
	Iteration 226Q: 3 clusters Score -7637768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 54007 members 
Entering Unmasked Estep 
Score: -7637770.500000 Penalty: 3602.135986
	Iteration 227Q: 3 clusters Score -7637770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 54019 members 
Entering Unmasked Estep 
Score: -7637763.000000 Penalty: 3602.135986
	Iteration 228Q: 3 clusters Score -7637763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 54022 members 
Entering Unmasked Estep 
Score: -7637763.000000 Penalty: 3602.135986
	Iteration 229Q: 3 clusters Score -7637763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 54031 members 
Entering Unmasked Estep 
Score: -7637769.000000 Penalty: 3602.135986
	Iteration 230Q: 3 clusters Score -7637769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 54035 members 
Entering Unmasked Estep 
Score: -7637763.000000 Penalty: 3602.135986
	Iteration 231Q: 3 clusters Score -7637763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 54041 members 
Entering Unmasked Estep 
Score: -7637771.000000 Penalty: 3602.135986
	Iteration 232Q: 3 clusters Score -7637771 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 54054 members 
Entering Unmasked Estep 
Score: -7637764.000000 Penalty: 3602.135986
	Iteration 233Q: 3 clusters Score -7637764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 54064 members 
Entering Unmasked Estep 
Score: -7637764.500000 Penalty: 3602.135986
	Iteration 234Q: 3 clusters Score -7637764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 54080 members 
Entering Unmasked Estep 
Score: -7637765.500000 Penalty: 3602.135986
	Iteration 235Q: 3 clusters Score -7637766 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 54106 members 
Entering Unmasked Estep 
Score: -7637773.000000 Penalty: 3602.135986
	Iteration 236Q: 3 clusters Score -7637773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 54117 members 
Entering Unmasked Estep 
Score: -7637765.000000 Penalty: 3602.135986
	Iteration 237Q: 3 clusters Score -7637765 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 54139 members 
Entering Unmasked Estep 
Score: -7637758.000000 Penalty: 3602.135986
	Iteration 238Q: 3 clusters Score -7637758 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 54171 members 
Entering Unmasked Estep 
Score: -7637760.500000 Penalty: 3602.135986
	Iteration 239Q: 3 clusters Score -7637760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 54182 members 
Entering Unmasked Estep 
Score: -7637757.000000 Penalty: 3602.135986
	Iteration 240F: 3 clusters Score -7637757 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 54196 members 
Entering Unmasked Estep 
Score: -7637763.000000 Penalty: 3602.135986
	Iteration 241Q: 3 clusters Score -7637763 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 54234 members 
Entering Unmasked Estep 
Score: -7637762.000000 Penalty: 3602.135986
	Iteration 242Q: 3 clusters Score -7637762 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 54259 members 
Entering Unmasked Estep 
Score: -7637765.000000 Penalty: 3602.135986
	Iteration 243Q: 3 clusters Score -7637765 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 54282 members 
Entering Unmasked Estep 
Score: -7637764.000000 Penalty: 3602.135986
	Iteration 244Q: 3 clusters Score -7637764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 54293 members 
Entering Unmasked Estep 
Score: -7637771.000000 Penalty: 3602.135986
	Iteration 245Q: 3 clusters Score -7637771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 54298 members 
Entering Unmasked Estep 
Score: -7637761.000000 Penalty: 3602.135986
	Iteration 246Q: 3 clusters Score -7637761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 54307 members 
Entering Unmasked Estep 
Score: -7637758.500000 Penalty: 3602.135986
	Iteration 247Q: 3 clusters Score -7637758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 54310 members 
Entering Unmasked Estep 
Score: -7637762.500000 Penalty: 3602.135986
	Iteration 248Q: 3 clusters Score -7637762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 54312 members 
Entering Unmasked Estep 
Score: -7637755.000000 Penalty: 3602.135986
	Iteration 249Q: 3 clusters Score -7637755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 54319 members 
Entering Unmasked Estep 
Score: -7637758.500000 Penalty: 3602.135986
	Iteration 250Q: 3 clusters Score -7637758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 54326 members 
Entering Unmasked Estep 
Score: -7637765.000000 Penalty: 3602.135986
	Iteration 251Q: 3 clusters Score -7637765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 54328 members 
Entering Unmasked Estep 
Score: -7637756.500000 Penalty: 3602.135986
	Iteration 252Q: 3 clusters Score -7637756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 54337 members 
Entering Unmasked Estep 
Score: -7637766.000000 Penalty: 3602.135986
	Iteration 253Q: 3 clusters Score -7637766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 54337 members 
Entering Unmasked Estep 
Score: -7637766.000000 Penalty: 3602.135986
	Iteration 254F: 3 clusters Score -7637766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Entering Unmasked Estep 
Score: -122112.882812 Penalty: 1157.203491
	Iteration 0F: 2 clusters Score -122112.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -120522.726562 Penalty: 2314.406982
	Iteration 0F: 3 clusters Score -120522.7 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -120832.687500 Penalty: 2314.406982
	Iteration 1F: 3 clusters Score -120832.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -120949.421875 Penalty: 2314.406982
	Iteration 2F: 3 clusters Score -120949.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -121061.984375 Penalty: 2314.406982
	Iteration 3F: 3 clusters Score -121062 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -121175.382812 Penalty: 2314.406982
	Iteration 4F: 3 clusters Score -121175.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -121232.859375 Penalty: 2314.406982
	Iteration 5Q: 3 clusters Score -121232.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -121288.437500 Penalty: 2314.406982
	Iteration 6Q: 3 clusters Score -121288.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -121335.289062 Penalty: 2314.406982
	Iteration 7Q: 3 clusters Score -121335.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -121351.492188 Penalty: 2314.406982
	Iteration 8Q: 3 clusters Score -121351.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -121372.773438 Penalty: 2314.406982
	Iteration 9Q: 3 clusters Score -121372.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -121385.171875 Penalty: 2314.406982
	Iteration 10Q: 3 clusters Score -121385.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -121390.609375 Penalty: 2314.406982
	Iteration 11Q: 3 clusters Score -121390.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -121393.781250 Penalty: 2314.406982
	Iteration 12Q: 3 clusters Score -121393.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -121397.054688 Penalty: 2314.406982
	Iteration 13Q: 3 clusters Score -121397.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -121400.460938 Penalty: 2314.406982
	Iteration 14Q: 3 clusters Score -121400.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -121401.195312 Penalty: 2314.406982
	Iteration 15Q: 3 clusters Score -121401.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -121403.226562 Penalty: 2314.406982
	Iteration 16Q: 3 clusters Score -121403.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -121403.226562 Penalty: 2314.406982
	Iteration 17F: 3 clusters Score -121403.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (62414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62414 members 
Entering Unmasked Estep 
Score: -7451373.000000 Penalty: 1794.251099
	Iteration 0F: 2 clusters Score -7451373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 31116 members 
Entering Unmasked Estep 
Score: -7409980.500000 Penalty: 3588.502197
	Iteration 0F: 3 clusters Score -7409980 nChanged 29575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32087 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -7426758.500000 Penalty: 3588.502197
	Iteration 1F: 3 clusters Score -7426758 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32714 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -7427315.000000 Penalty: 3588.502197
	Iteration 2Q: 3 clusters Score -7427315 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -7427785.000000 Penalty: 3588.502197
	Iteration 3Q: 3 clusters Score -7427785 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35050 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -7428407.500000 Penalty: 3588.502197
	Iteration 4Q: 3 clusters Score -7428408 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37192 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -7429315.500000 Penalty: 3588.502197
	Iteration 5Q: 3 clusters Score -7429316 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -7430981.500000 Penalty: 3588.502197
	Iteration 6F: 3 clusters Score -7430982 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44438 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -7433724.000000 Penalty: 3588.502197
	Iteration 7F: 3 clusters Score -7433724 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49426 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -7437695.000000 Penalty: 3588.502197
	Iteration 8F: 3 clusters Score -7437695 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54308 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -7442037.000000 Penalty: 3588.502197
	Iteration 9F: 3 clusters Score -7442037 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58007 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -7445615.000000 Penalty: 3588.502197
	Iteration 10F: 3 clusters Score -7445615 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60188 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -7447790.000000 Penalty: 3588.502197
	Iteration 11Q: 3 clusters Score -7447790 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61282 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -7448839.000000 Penalty: 3588.502197
	Iteration 12Q: 3 clusters Score -7448839 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61752 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -7449356.000000 Penalty: 3588.502197
	Iteration 13Q: 3 clusters Score -7449356 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61938 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -7449559.000000 Penalty: 3588.502197
	Iteration 14Q: 3 clusters Score -7449559 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62022 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -7449647.500000 Penalty: 3588.502197
	Iteration 15Q: 3 clusters Score -7449648 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62050 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -7449689.500000 Penalty: 3588.502197
	Iteration 16Q: 3 clusters Score -7449690 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62063 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -7449712.000000 Penalty: 3588.502197
	Iteration 17Q: 3 clusters Score -7449712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62075 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -7449725.500000 Penalty: 3588.502197
	Iteration 18Q: 3 clusters Score -7449726 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62089 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -7449733.500000 Penalty: 3588.502197
	Iteration 19Q: 3 clusters Score -7449734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62092 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -7449742.000000 Penalty: 3588.502197
	Iteration 20F: 3 clusters Score -7449742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62098 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -7449749.000000 Penalty: 3588.502197
	Iteration 21Q: 3 clusters Score -7449749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62097 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -7449749.000000 Penalty: 3588.502197
	Iteration 22Q: 3 clusters Score -7449749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62096 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -7449751.500000 Penalty: 3588.502197
	Iteration 23Q: 3 clusters Score -7449752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62096 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -7449751.500000 Penalty: 3588.502197
	Iteration 24F: 3 clusters Score -7449752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -47722.371094 Penalty: 1007.582703
	Iteration 0F: 2 clusters Score -47722.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -46696.757812 Penalty: 2015.165405
	Iteration 0F: 3 clusters Score -46696.76 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -46897.613281 Penalty: 2015.165405
	Iteration 1F: 3 clusters Score -46897.61 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -46981.890625 Penalty: 2015.165405
	Iteration 2F: 3 clusters Score -46981.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -47011.355469 Penalty: 2015.165405
	Iteration 3Q: 3 clusters Score -47011.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -47021.781250 Penalty: 2015.165405
	Iteration 4Q: 3 clusters Score -47021.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -47031.460938 Penalty: 2015.165405
	Iteration 5Q: 3 clusters Score -47031.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -47043.269531 Penalty: 2015.165405
	Iteration 6Q: 3 clusters Score -47043.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -47062.179688 Penalty: 2015.165405
	Iteration 7Q: 3 clusters Score -47062.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -47080.988281 Penalty: 2015.165405
	Iteration 8Q: 3 clusters Score -47080.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -47092.433594 Penalty: 2015.165405
	Iteration 9Q: 3 clusters Score -47092.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -47098.957031 Penalty: 2015.165405
	Iteration 10Q: 3 clusters Score -47098.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -47102.375000 Penalty: 2015.165405
	Iteration 11Q: 3 clusters Score -47102.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -47103.167969 Penalty: 2015.165405
	Iteration 12Q: 3 clusters Score -47103.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -47103.167969 Penalty: 2015.165405
	Iteration 13F: 3 clusters Score -47103.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -25772.669922 Penalty: 938.868469
	Iteration 0F: 2 clusters Score -25772.67 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 161 members 
Entering Unmasked Estep 
Score: -24911.699219 Penalty: 1877.736938
	Iteration 0F: 3 clusters Score -24911.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -25141.921875 Penalty: 1877.736938
	Iteration 1F: 3 clusters Score -25141.92 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -25241.332031 Penalty: 1877.736938
	Iteration 2F: 3 clusters Score -25241.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -25274.853516 Penalty: 1877.736938
	Iteration 3Q: 3 clusters Score -25274.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -25290.000000 Penalty: 1877.736938
	Iteration 4Q: 3 clusters Score -25290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -25295.951172 Penalty: 1877.736938
	Iteration 5Q: 3 clusters Score -25295.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -25303.775391 Penalty: 1877.736938
	Iteration 6Q: 3 clusters Score -25303.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -25305.652344 Penalty: 1877.736938
	Iteration 7Q: 3 clusters Score -25305.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -25305.652344 Penalty: 1877.736938
	Iteration 8F: 3 clusters Score -25305.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -49100.847656 Penalty: 1006.922180
	Iteration 0F: 2 clusters Score -49100.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -48097.859375 Penalty: 2013.844360
	Iteration 0F: 3 clusters Score -48097.86 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -48291.628906 Penalty: 2013.844360
	Iteration 1F: 3 clusters Score -48291.63 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -48440.636719 Penalty: 2013.844360
	Iteration 2F: 3 clusters Score -48440.64 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -48506.339844 Penalty: 2013.844360
	Iteration 3F: 3 clusters Score -48506.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -48541.578125 Penalty: 2013.844360
	Iteration 4Q: 3 clusters Score -48541.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -48566.597656 Penalty: 2013.844360
	Iteration 5Q: 3 clusters Score -48566.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -48587.144531 Penalty: 2013.844360
	Iteration 6Q: 3 clusters Score -48587.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -48602.230469 Penalty: 2013.844360
	Iteration 7Q: 3 clusters Score -48602.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -48617.605469 Penalty: 2013.844360
	Iteration 8Q: 3 clusters Score -48617.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -48626.914062 Penalty: 2013.844360
	Iteration 9Q: 3 clusters Score -48626.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -48626.914062 Penalty: 2013.844360
	Iteration 10F: 3 clusters Score -48626.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (18760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Entering Unmasked Estep 
Score: -2225440.750000 Penalty: 1598.915894
	Iteration 0F: 2 clusters Score -2225441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -2212521.000000 Penalty: 3197.831787
	Iteration 0F: 3 clusters Score -2212521 nChanged 8523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -2217177.750000 Penalty: 3197.831787
	Iteration 1F: 3 clusters Score -2217178 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -2217484.500000 Penalty: 3197.831787
	Iteration 2Q: 3 clusters Score -2217484 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -2217727.250000 Penalty: 3197.831787
	Iteration 3Q: 3 clusters Score -2217727 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -2217968.000000 Penalty: 3197.831787
	Iteration 4Q: 3 clusters Score -2217968 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -2218249.250000 Penalty: 3197.831787
	Iteration 5Q: 3 clusters Score -2218249 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -2218649.000000 Penalty: 3197.831787
	Iteration 6Q: 3 clusters Score -2218649 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -2219252.500000 Penalty: 3197.831787
	Iteration 7F: 3 clusters Score -2219252 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -2220124.500000 Penalty: 3197.831787
	Iteration 8F: 3 clusters Score -2220124 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -2221284.750000 Penalty: 3197.831787
	Iteration 9F: 3 clusters Score -2221285 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -2222414.500000 Penalty: 3197.831787
	Iteration 10F: 3 clusters Score -2222414 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -2223260.750000 Penalty: 3197.831787
	Iteration 11Q: 3 clusters Score -2223261 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -2223669.250000 Penalty: 3197.831787
	Iteration 12Q: 3 clusters Score -2223669 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -2223850.750000 Penalty: 3197.831787
	Iteration 13Q: 3 clusters Score -2223851 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -2223934.750000 Penalty: 3197.831787
	Iteration 14Q: 3 clusters Score -2223935 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -2223977.250000 Penalty: 3197.831787
	Iteration 15Q: 3 clusters Score -2223977 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -2223996.750000 Penalty: 3197.831787
	Iteration 16Q: 3 clusters Score -2223997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -2224009.000000 Penalty: 3197.831787
	Iteration 17Q: 3 clusters Score -2224009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -2224019.500000 Penalty: 3197.831787
	Iteration 18Q: 3 clusters Score -2224020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -2224026.500000 Penalty: 3197.831787
	Iteration 19Q: 3 clusters Score -2224026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -2224028.000000 Penalty: 3197.831787
	Iteration 20F: 3 clusters Score -2224028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -2224032.500000 Penalty: 3197.831787
	Iteration 21Q: 3 clusters Score -2224032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -2224032.500000 Penalty: 3197.831787
	Iteration 22F: 3 clusters Score -2224032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (100680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100680 members 
Entering Unmasked Estep 
Score: -11964012.000000 Penalty: 1871.951782
	Iteration 0F: 2 clusters Score -1.196401e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50222 members 
Mstep: Class 2 contains 50458 members 
Entering Unmasked Estep 
Score: -11898097.000000 Penalty: 3743.903564
	Iteration 0F: 3 clusters Score -1.18981e+07 nChanged 48304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48170 members 
Mstep: Class 2 contains 52510 members 
Entering Unmasked Estep 
Score: -11926309.000000 Penalty: 3743.903564
	Iteration 1F: 3 clusters Score -1.192631e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47536 members 
Mstep: Class 2 contains 53144 members 
Entering Unmasked Estep 
Score: -11927170.000000 Penalty: 3743.903564
	Iteration 2Q: 3 clusters Score -1.192717e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46830 members 
Mstep: Class 2 contains 53850 members 
Entering Unmasked Estep 
Score: -11928411.000000 Penalty: 3743.903564
	Iteration 3Q: 3 clusters Score -1.192841e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46025 members 
Mstep: Class 2 contains 54655 members 
Entering Unmasked Estep 
Score: -11930028.000000 Penalty: 3743.903564
	Iteration 4Q: 3 clusters Score -1.193003e+07 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45282 members 
Mstep: Class 2 contains 55398 members 
Entering Unmasked Estep 
Score: -11933089.000000 Penalty: 3743.903564
	Iteration 5Q: 3 clusters Score -1.193309e+07 nChanged 6486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44956 members 
Mstep: Class 2 contains 55724 members 
Entering Unmasked Estep 
Score: -11938704.000000 Penalty: 3743.903564
	Iteration 6F: 3 clusters Score -1.19387e+07 nChanged 7824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45368 members 
Mstep: Class 2 contains 55312 members 
Entering Unmasked Estep 
Score: -11947264.000000 Penalty: 3743.903564
	Iteration 7F: 3 clusters Score -1.194726e+07 nChanged 7458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46606 members 
Mstep: Class 2 contains 54074 members 
Entering Unmasked Estep 
Score: -11953881.000000 Penalty: 3743.903564
	Iteration 8F: 3 clusters Score -1.195388e+07 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48182 members 
Mstep: Class 2 contains 52498 members 
Entering Unmasked Estep 
Score: -11956717.000000 Penalty: 3743.903564
	Iteration 9Q: 3 clusters Score -1.195672e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49806 members 
Mstep: Class 2 contains 50874 members 
Entering Unmasked Estep 
Score: -11958390.000000 Penalty: 3743.903564
	Iteration 10Q: 3 clusters Score -1.195839e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51482 members 
Mstep: Class 2 contains 49198 members 
Entering Unmasked Estep 
Score: -11959317.000000 Penalty: 3743.903564
	Iteration 11Q: 3 clusters Score -1.195932e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53147 members 
Mstep: Class 2 contains 47533 members 
Entering Unmasked Estep 
Score: -11959926.000000 Penalty: 3743.903564
	Iteration 12Q: 3 clusters Score -1.195993e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54870 members 
Mstep: Class 2 contains 45810 members 
Entering Unmasked Estep 
Score: -11960260.000000 Penalty: 3743.903564
	Iteration 13Q: 3 clusters Score -1.196026e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56640 members 
Mstep: Class 2 contains 44040 members 
Entering Unmasked Estep 
Score: -11960499.000000 Penalty: 3743.903564
	Iteration 14Q: 3 clusters Score -1.19605e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58254 members 
Mstep: Class 2 contains 42426 members 
Entering Unmasked Estep 
Score: -11960682.000000 Penalty: 3743.903564
	Iteration 15Q: 3 clusters Score -1.196068e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59746 members 
Mstep: Class 2 contains 40934 members 
Entering Unmasked Estep 
Score: -11960730.000000 Penalty: 3743.903564
	Iteration 16Q: 3 clusters Score -1.196073e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61056 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -11960819.000000 Penalty: 3743.903564
	Iteration 17Q: 3 clusters Score -1.196082e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62354 members 
Mstep: Class 2 contains 38326 members 
Entering Unmasked Estep 
Score: -11960819.000000 Penalty: 3743.903564
	Iteration 18Q: 3 clusters Score -1.196082e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63670 members 
Mstep: Class 2 contains 37010 members 
Entering Unmasked Estep 
Score: -11960869.000000 Penalty: 3743.903564
	Iteration 19Q: 3 clusters Score -1.196087e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64934 members 
Mstep: Class 2 contains 35746 members 
Entering Unmasked Estep 
Score: -11960799.000000 Penalty: 3743.903564
	Iteration 20F: 3 clusters Score -1.19608e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66193 members 
Mstep: Class 2 contains 34487 members 
Entering Unmasked Estep 
Score: -11960829.000000 Penalty: 3743.903564
	Iteration 21Q: 3 clusters Score -1.196083e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67369 members 
Mstep: Class 2 contains 33311 members 
Entering Unmasked Estep 
Score: -11960831.000000 Penalty: 3743.903564
	Iteration 22Q: 3 clusters Score -1.196083e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68507 members 
Mstep: Class 2 contains 32173 members 
Entering Unmasked Estep 
Score: -11960825.000000 Penalty: 3743.903564
	Iteration 23Q: 3 clusters Score -1.196082e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69590 members 
Mstep: Class 2 contains 31090 members 
Entering Unmasked Estep 
Score: -11960761.000000 Penalty: 3743.903564
	Iteration 24Q: 3 clusters Score -1.196076e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70567 members 
Mstep: Class 2 contains 30113 members 
Entering Unmasked Estep 
Score: -11960774.000000 Penalty: 3743.903564
	Iteration 25Q: 3 clusters Score -1.196077e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71549 members 
Mstep: Class 2 contains 29131 members 
Entering Unmasked Estep 
Score: -11960673.000000 Penalty: 3743.903564
	Iteration 26Q: 3 clusters Score -1.196067e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72427 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -11960670.000000 Penalty: 3743.903564
	Iteration 27Q: 3 clusters Score -1.196067e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73177 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -11960650.000000 Penalty: 3743.903564
	Iteration 28Q: 3 clusters Score -1.196065e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73831 members 
Mstep: Class 2 contains 26849 members 
Entering Unmasked Estep 
Score: -11960659.000000 Penalty: 3743.903564
	Iteration 29Q: 3 clusters Score -1.196066e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74423 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -11960666.000000 Penalty: 3743.903564
	Iteration 30Q: 3 clusters Score -1.196067e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75105 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -11960573.000000 Penalty: 3743.903564
	Iteration 31Q: 3 clusters Score -1.196057e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75693 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -11960552.000000 Penalty: 3743.903564
	Iteration 32Q: 3 clusters Score -1.196055e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76192 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -11960622.000000 Penalty: 3743.903564
	Iteration 33Q: 3 clusters Score -1.196062e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76627 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -11960588.000000 Penalty: 3743.903564
	Iteration 34Q: 3 clusters Score -1.196059e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77086 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -11960633.000000 Penalty: 3743.903564
	Iteration 35Q: 3 clusters Score -1.196063e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77496 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -11960642.000000 Penalty: 3743.903564
	Iteration 36Q: 3 clusters Score -1.196064e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77886 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -11960634.000000 Penalty: 3743.903564
	Iteration 37Q: 3 clusters Score -1.196063e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78216 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -11960664.000000 Penalty: 3743.903564
	Iteration 38Q: 3 clusters Score -1.196066e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78513 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -11960653.000000 Penalty: 3743.903564
	Iteration 39Q: 3 clusters Score -1.196065e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78792 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -11960608.000000 Penalty: 3743.903564
	Iteration 40F: 3 clusters Score -1.196061e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79037 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -11960566.000000 Penalty: 3743.903564
	Iteration 41Q: 3 clusters Score -1.196057e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79280 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -11960570.000000 Penalty: 3743.903564
	Iteration 42Q: 3 clusters Score -1.196057e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79541 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -11960582.000000 Penalty: 3743.903564
	Iteration 43Q: 3 clusters Score -1.196058e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79738 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -11960576.000000 Penalty: 3743.903564
	Iteration 44Q: 3 clusters Score -1.196058e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79915 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -11960592.000000 Penalty: 3743.903564
	Iteration 45Q: 3 clusters Score -1.196059e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80169 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -11960594.000000 Penalty: 3743.903564
	Iteration 46Q: 3 clusters Score -1.196059e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80293 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -11960582.000000 Penalty: 3743.903564
	Iteration 47Q: 3 clusters Score -1.196058e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80430 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -11960570.000000 Penalty: 3743.903564
	Iteration 48Q: 3 clusters Score -1.196057e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80601 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -11960583.000000 Penalty: 3743.903564
	Iteration 49Q: 3 clusters Score -1.196058e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80735 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -11960571.000000 Penalty: 3743.903564
	Iteration 50Q: 3 clusters Score -1.196057e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80901 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -11960593.000000 Penalty: 3743.903564
	Iteration 51Q: 3 clusters Score -1.196059e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81026 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -11960604.000000 Penalty: 3743.903564
	Iteration 52Q: 3 clusters Score -1.19606e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81194 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -11960596.000000 Penalty: 3743.903564
	Iteration 53Q: 3 clusters Score -1.19606e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81312 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -11960601.000000 Penalty: 3743.903564
	Iteration 54Q: 3 clusters Score -1.19606e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81450 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -11960594.000000 Penalty: 3743.903564
	Iteration 55Q: 3 clusters Score -1.196059e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81524 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -11960591.000000 Penalty: 3743.903564
	Iteration 56Q: 3 clusters Score -1.196059e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81587 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -11960602.000000 Penalty: 3743.903564
	Iteration 57Q: 3 clusters Score -1.19606e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81656 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -11960583.000000 Penalty: 3743.903564
	Iteration 58Q: 3 clusters Score -1.196058e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81725 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -11960570.000000 Penalty: 3743.903564
	Iteration 59Q: 3 clusters Score -1.196057e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81805 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -11960589.000000 Penalty: 3743.903564
	Iteration 60F: 3 clusters Score -1.196059e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81891 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -11960602.000000 Penalty: 3743.903564
	Iteration 61Q: 3 clusters Score -1.19606e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82038 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -11960585.000000 Penalty: 3743.903564
	Iteration 62Q: 3 clusters Score -1.196058e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82099 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -11960610.000000 Penalty: 3743.903564
	Iteration 63Q: 3 clusters Score -1.196061e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82162 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -11960610.000000 Penalty: 3743.903564
	Iteration 64Q: 3 clusters Score -1.196061e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82200 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -11960611.000000 Penalty: 3743.903564
	Iteration 65Q: 3 clusters Score -1.196061e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82240 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -11960623.000000 Penalty: 3743.903564
	Iteration 66Q: 3 clusters Score -1.196062e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82280 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -11960666.000000 Penalty: 3743.903564
	Iteration 67Q: 3 clusters Score -1.196067e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82353 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -11960701.000000 Penalty: 3743.903564
	Iteration 68Q: 3 clusters Score -1.19607e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82436 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -11960692.000000 Penalty: 3743.903564
	Iteration 69Q: 3 clusters Score -1.196069e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82537 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -11960706.000000 Penalty: 3743.903564
	Iteration 70Q: 3 clusters Score -1.196071e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82557 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -11960718.000000 Penalty: 3743.903564
	Iteration 71Q: 3 clusters Score -1.196072e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82577 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -11960731.000000 Penalty: 3743.903564
	Iteration 72Q: 3 clusters Score -1.196073e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82588 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -11960734.000000 Penalty: 3743.903564
	Iteration 73Q: 3 clusters Score -1.196073e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82615 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -11960743.000000 Penalty: 3743.903564
	Iteration 74Q: 3 clusters Score -1.196074e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82620 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -11960726.000000 Penalty: 3743.903564
	Iteration 75Q: 3 clusters Score -1.196073e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82627 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -11960743.000000 Penalty: 3743.903564
	Iteration 76Q: 3 clusters Score -1.196074e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82644 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -11960756.000000 Penalty: 3743.903564
	Iteration 77Q: 3 clusters Score -1.196076e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82654 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -11960739.000000 Penalty: 3743.903564
	Iteration 78Q: 3 clusters Score -1.196074e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82687 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -11960753.000000 Penalty: 3743.903564
	Iteration 79Q: 3 clusters Score -1.196075e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82710 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -11960766.000000 Penalty: 3743.903564
	Iteration 80F: 3 clusters Score -1.196077e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82731 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -11960760.000000 Penalty: 3743.903564
	Iteration 81Q: 3 clusters Score -1.196076e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82740 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -11960767.000000 Penalty: 3743.903564
	Iteration 82Q: 3 clusters Score -1.196077e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82769 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -11960773.000000 Penalty: 3743.903564
	Iteration 83Q: 3 clusters Score -1.196077e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82801 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -11960772.000000 Penalty: 3743.903564
	Iteration 84Q: 3 clusters Score -1.196077e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82847 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -11960770.000000 Penalty: 3743.903564
	Iteration 85Q: 3 clusters Score -1.196077e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82877 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -11960788.000000 Penalty: 3743.903564
	Iteration 86Q: 3 clusters Score -1.196079e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82911 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -11960799.000000 Penalty: 3743.903564
	Iteration 87Q: 3 clusters Score -1.19608e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82941 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -11960803.000000 Penalty: 3743.903564
	Iteration 88Q: 3 clusters Score -1.19608e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82989 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -11960794.000000 Penalty: 3743.903564
	Iteration 89Q: 3 clusters Score -1.196079e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83022 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -11960804.000000 Penalty: 3743.903564
	Iteration 90Q: 3 clusters Score -1.19608e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83060 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -11960804.000000 Penalty: 3743.903564
	Iteration 91Q: 3 clusters Score -1.19608e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83095 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -11960800.000000 Penalty: 3743.903564
	Iteration 92Q: 3 clusters Score -1.19608e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83120 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -11960799.000000 Penalty: 3743.903564
	Iteration 93Q: 3 clusters Score -1.19608e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83142 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -11960798.000000 Penalty: 3743.903564
	Iteration 94Q: 3 clusters Score -1.19608e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83146 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -11960790.000000 Penalty: 3743.903564
	Iteration 95Q: 3 clusters Score -1.196079e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83135 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -11960792.000000 Penalty: 3743.903564
	Iteration 96Q: 3 clusters Score -1.196079e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83132 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -11960774.000000 Penalty: 3743.903564
	Iteration 97Q: 3 clusters Score -1.196077e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83137 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -11960778.000000 Penalty: 3743.903564
	Iteration 98Q: 3 clusters Score -1.196078e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83141 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -11960783.000000 Penalty: 3743.903564
	Iteration 99Q: 3 clusters Score -1.196078e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83141 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -11960783.000000 Penalty: 3743.903564
	Iteration 100F: 3 clusters Score -1.196078e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (50878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50878 members 
Entering Unmasked Estep 
Score: -6041504.500000 Penalty: 1761.042725
	Iteration 0F: 2 clusters Score -6041504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 25705 members 
Entering Unmasked Estep 
Score: -6007513.000000 Penalty: 3522.085449
	Iteration 0F: 3 clusters Score -6007513 nChanged 23857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -6021275.000000 Penalty: 3522.085449
	Iteration 1F: 3 clusters Score -6021275 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 28831 members 
Entering Unmasked Estep 
Score: -6021994.000000 Penalty: 3522.085449
	Iteration 2Q: 3 clusters Score -6021994 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 30688 members 
Entering Unmasked Estep 
Score: -6023053.500000 Penalty: 3522.085449
	Iteration 3Q: 3 clusters Score -6023054 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 33297 members 
Entering Unmasked Estep 
Score: -6024674.500000 Penalty: 3522.085449
	Iteration 4F: 3 clusters Score -6024674 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 36751 members 
Entering Unmasked Estep 
Score: -6027158.500000 Penalty: 3522.085449
	Iteration 5F: 3 clusters Score -6027158 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 40936 members 
Entering Unmasked Estep 
Score: -6030681.500000 Penalty: 3522.085449
	Iteration 6F: 3 clusters Score -6030682 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 45098 members 
Entering Unmasked Estep 
Score: -6034557.500000 Penalty: 3522.085449
	Iteration 7F: 3 clusters Score -6034558 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 48181 members 
Entering Unmasked Estep 
Score: -6037515.000000 Penalty: 3522.085449
	Iteration 8F: 3 clusters Score -6037515 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 49787 members 
Entering Unmasked Estep 
Score: -6038987.000000 Penalty: 3522.085449
	Iteration 9Q: 3 clusters Score -6038987 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 50393 members 
Entering Unmasked Estep 
Score: -6039543.500000 Penalty: 3522.085449
	Iteration 10Q: 3 clusters Score -6039544 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 50603 members 
Entering Unmasked Estep 
Score: -6039772.000000 Penalty: 3522.085449
	Iteration 11Q: 3 clusters Score -6039772 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 50674 members 
Entering Unmasked Estep 
Score: -6039866.500000 Penalty: 3522.085449
	Iteration 12Q: 3 clusters Score -6039866 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 50693 members 
Entering Unmasked Estep 
Score: -6039894.000000 Penalty: 3522.085449
	Iteration 13Q: 3 clusters Score -6039894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 50709 members 
Entering Unmasked Estep 
Score: -6039926.000000 Penalty: 3522.085449
	Iteration 14Q: 3 clusters Score -6039926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 50713 members 
Entering Unmasked Estep 
Score: -6039923.500000 Penalty: 3522.085449
	Iteration 15Q: 3 clusters Score -6039924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 50719 members 
Entering Unmasked Estep 
Score: -6039937.000000 Penalty: 3522.085449
	Iteration 16Q: 3 clusters Score -6039937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 50719 members 
Entering Unmasked Estep 
Score: -6039936.500000 Penalty: 3522.085449
	Iteration 17Q: 3 clusters Score -6039936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 50719 members 
Entering Unmasked Estep 
Score: -6039934.000000 Penalty: 3522.085449
	Iteration 18Q: 3 clusters Score -6039934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 50719 members 
Entering Unmasked Estep 
Score: -6039934.000000 Penalty: 3522.085449
	Iteration 19F: 3 clusters Score -6039934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Entering Unmasked Estep 
Score: -33998.382812 Penalty: 995.261047
	Iteration 0F: 2 clusters Score -33998.38 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 212 members 
Entering Unmasked Estep 
Score: -33063.113281 Penalty: 1990.522095
	Iteration 0F: 3 clusters Score -33063.11 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -33403.093750 Penalty: 1990.522095
	Iteration 1F: 3 clusters Score -33403.09 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -33566.593750 Penalty: 1990.522095
	Iteration 2F: 3 clusters Score -33566.59 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -33649.722656 Penalty: 1990.522095
	Iteration 3F: 3 clusters Score -33649.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -33689.531250 Penalty: 1990.522095
	Iteration 4Q: 3 clusters Score -33689.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -33713.101562 Penalty: 1990.522095
	Iteration 5Q: 3 clusters Score -33713.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -33725.085938 Penalty: 1990.522095
	Iteration 6Q: 3 clusters Score -33725.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -33728.003906 Penalty: 1990.522095
	Iteration 7Q: 3 clusters Score -33728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -33728.003906 Penalty: 1990.522095
	Iteration 8F: 3 clusters Score -33728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -13075.022461 Penalty: 844.755737
	Iteration 0F: 2 clusters Score -13075.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12422.449219 Penalty: 1689.511475
	Iteration 0F: 3 clusters Score -12422.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12487.445312 Penalty: 1689.511475
	Iteration 1F: 3 clusters Score -12487.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12518.484375 Penalty: 1689.511475
	Iteration 2F: 3 clusters Score -12518.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12539.044922 Penalty: 1689.511475
	Iteration 3Q: 3 clusters Score -12539.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12545.658203 Penalty: 1689.511475
	Iteration 4Q: 3 clusters Score -12545.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12545.658203 Penalty: 1689.511475
	Iteration 5F: 3 clusters Score -12545.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (70879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70879 members 
Entering Unmasked Estep 
Score: -8472073.000000 Penalty: 1814.918579
	Iteration 0F: 2 clusters Score -8472073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35472 members 
Mstep: Class 2 contains 35407 members 
Entering Unmasked Estep 
Score: -8424846.000000 Penalty: 3629.837158
	Iteration 0F: 3 clusters Score -8424846 nChanged 33675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -8444365.000000 Penalty: 3629.837158
	Iteration 1F: 3 clusters Score -8444365 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35318 members 
Mstep: Class 2 contains 35561 members 
Entering Unmasked Estep 
Score: -8444945.000000 Penalty: 3629.837158
	Iteration 2Q: 3 clusters Score -8444945 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34889 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -8445719.000000 Penalty: 3629.837158
	Iteration 3Q: 3 clusters Score -8445719 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34210 members 
Mstep: Class 2 contains 36669 members 
Entering Unmasked Estep 
Score: -8446628.000000 Penalty: 3629.837158
	Iteration 4Q: 3 clusters Score -8446628 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33377 members 
Mstep: Class 2 contains 37502 members 
Entering Unmasked Estep 
Score: -8448025.000000 Penalty: 3629.837158
	Iteration 5Q: 3 clusters Score -8448025 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 38498 members 
Entering Unmasked Estep 
Score: -8450162.000000 Penalty: 3629.837158
	Iteration 6Q: 3 clusters Score -8450162 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31397 members 
Mstep: Class 2 contains 39482 members 
Entering Unmasked Estep 
Score: -8453902.000000 Penalty: 3629.837158
	Iteration 7F: 3 clusters Score -8453902 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 40056 members 
Entering Unmasked Estep 
Score: -8458842.000000 Penalty: 3629.837158
	Iteration 8F: 3 clusters Score -8458842 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30755 members 
Mstep: Class 2 contains 40124 members 
Entering Unmasked Estep 
Score: -8463180.000000 Penalty: 3629.837158
	Iteration 9F: 3 clusters Score -8463180 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30893 members 
Mstep: Class 2 contains 39986 members 
Entering Unmasked Estep 
Score: -8465335.000000 Penalty: 3629.837158
	Iteration 10F: 3 clusters Score -8465335 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31003 members 
Mstep: Class 2 contains 39876 members 
Entering Unmasked Estep 
Score: -8466622.000000 Penalty: 3629.837158
	Iteration 11Q: 3 clusters Score -8466622 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31138 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -8467515.000000 Penalty: 3629.837158
	Iteration 12Q: 3 clusters Score -8467515 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 39555 members 
Entering Unmasked Estep 
Score: -8468396.000000 Penalty: 3629.837158
	Iteration 13Q: 3 clusters Score -8468396 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31424 members 
Mstep: Class 2 contains 39455 members 
Entering Unmasked Estep 
Score: -8469044.000000 Penalty: 3629.837158
	Iteration 14Q: 3 clusters Score -8469044 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31436 members 
Mstep: Class 2 contains 39443 members 
Entering Unmasked Estep 
Score: -8469387.000000 Penalty: 3629.837158
	Iteration 15Q: 3 clusters Score -8469387 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 39467 members 
Entering Unmasked Estep 
Score: -8469613.000000 Penalty: 3629.837158
	Iteration 16Q: 3 clusters Score -8469613 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 39514 members 
Entering Unmasked Estep 
Score: -8469748.000000 Penalty: 3629.837158
	Iteration 17Q: 3 clusters Score -8469748 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31347 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -8469818.000000 Penalty: 3629.837158
	Iteration 18Q: 3 clusters Score -8469818 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 39558 members 
Entering Unmasked Estep 
Score: -8469828.000000 Penalty: 3629.837158
	Iteration 19Q: 3 clusters Score -8469828 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Mstep: Class 2 contains 39587 members 
Entering Unmasked Estep 
Score: -8469853.000000 Penalty: 3629.837158
	Iteration 20F: 3 clusters Score -8469853 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31264 members 
Mstep: Class 2 contains 39615 members 
Entering Unmasked Estep 
Score: -8469891.000000 Penalty: 3629.837158
	Iteration 21Q: 3 clusters Score -8469891 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 39671 members 
Entering Unmasked Estep 
Score: -8469866.000000 Penalty: 3629.837158
	Iteration 22Q: 3 clusters Score -8469866 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31138 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -8469887.000000 Penalty: 3629.837158
	Iteration 23Q: 3 clusters Score -8469887 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31071 members 
Mstep: Class 2 contains 39808 members 
Entering Unmasked Estep 
Score: -8469889.000000 Penalty: 3629.837158
	Iteration 24Q: 3 clusters Score -8469889 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31026 members 
Mstep: Class 2 contains 39853 members 
Entering Unmasked Estep 
Score: -8469888.000000 Penalty: 3629.837158
	Iteration 25Q: 3 clusters Score -8469888 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30992 members 
Mstep: Class 2 contains 39887 members 
Entering Unmasked Estep 
Score: -8469883.000000 Penalty: 3629.837158
	Iteration 26Q: 3 clusters Score -8469883 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 39943 members 
Entering Unmasked Estep 
Score: -8469881.000000 Penalty: 3629.837158
	Iteration 27Q: 3 clusters Score -8469881 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 40008 members 
Entering Unmasked Estep 
Score: -8469881.000000 Penalty: 3629.837158
	Iteration 28Q: 3 clusters Score -8469881 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30815 members 
Mstep: Class 2 contains 40064 members 
Entering Unmasked Estep 
Score: -8469881.000000 Penalty: 3629.837158
	Iteration 29Q: 3 clusters Score -8469881 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 40099 members 
Entering Unmasked Estep 
Score: -8469890.000000 Penalty: 3629.837158
	Iteration 30Q: 3 clusters Score -8469890 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30763 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -8469885.000000 Penalty: 3629.837158
	Iteration 31Q: 3 clusters Score -8469885 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 40147 members 
Entering Unmasked Estep 
Score: -8469879.000000 Penalty: 3629.837158
	Iteration 32Q: 3 clusters Score -8469879 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -8469870.000000 Penalty: 3629.837158
	Iteration 33Q: 3 clusters Score -8469870 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30680 members 
Mstep: Class 2 contains 40199 members 
Entering Unmasked Estep 
Score: -8469863.000000 Penalty: 3629.837158
	Iteration 34Q: 3 clusters Score -8469863 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 40231 members 
Entering Unmasked Estep 
Score: -8469869.000000 Penalty: 3629.837158
	Iteration 35Q: 3 clusters Score -8469869 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30618 members 
Mstep: Class 2 contains 40261 members 
Entering Unmasked Estep 
Score: -8469871.000000 Penalty: 3629.837158
	Iteration 36Q: 3 clusters Score -8469871 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30585 members 
Mstep: Class 2 contains 40294 members 
Entering Unmasked Estep 
Score: -8469866.000000 Penalty: 3629.837158
	Iteration 37Q: 3 clusters Score -8469866 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 40323 members 
Entering Unmasked Estep 
Score: -8469888.000000 Penalty: 3629.837158
	Iteration 38Q: 3 clusters Score -8469888 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30523 members 
Mstep: Class 2 contains 40356 members 
Entering Unmasked Estep 
Score: -8469881.000000 Penalty: 3629.837158
	Iteration 39Q: 3 clusters Score -8469881 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30493 members 
Mstep: Class 2 contains 40386 members 
Entering Unmasked Estep 
Score: -8469881.000000 Penalty: 3629.837158
	Iteration 40F: 3 clusters Score -8469881 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 40417 members 
Entering Unmasked Estep 
Score: -8469872.000000 Penalty: 3629.837158
	Iteration 41Q: 3 clusters Score -8469872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30450 members 
Mstep: Class 2 contains 40429 members 
Entering Unmasked Estep 
Score: -8469873.000000 Penalty: 3629.837158
	Iteration 42Q: 3 clusters Score -8469873 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30428 members 
Mstep: Class 2 contains 40451 members 
Entering Unmasked Estep 
Score: -8469871.000000 Penalty: 3629.837158
	Iteration 43Q: 3 clusters Score -8469871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30422 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -8469870.000000 Penalty: 3629.837158
	Iteration 44Q: 3 clusters Score -8469870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30413 members 
Mstep: Class 2 contains 40466 members 
Entering Unmasked Estep 
Score: -8469864.000000 Penalty: 3629.837158
	Iteration 45Q: 3 clusters Score -8469864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30402 members 
Mstep: Class 2 contains 40477 members 
Entering Unmasked Estep 
Score: -8469857.000000 Penalty: 3629.837158
	Iteration 46Q: 3 clusters Score -8469857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30397 members 
Mstep: Class 2 contains 40482 members 
Entering Unmasked Estep 
Score: -8469858.000000 Penalty: 3629.837158
	Iteration 47Q: 3 clusters Score -8469858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 40484 members 
Entering Unmasked Estep 
Score: -8469853.000000 Penalty: 3629.837158
	Iteration 48Q: 3 clusters Score -8469853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 40484 members 
Entering Unmasked Estep 
Score: -8469853.000000 Penalty: 3629.837158
	Iteration 49F: 3 clusters Score -8469853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (13259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Entering Unmasked Estep 
Score: -1491423.750000 Penalty: 1542.520142
	Iteration 0F: 2 clusters Score -1491424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1482168.875000 Penalty: 3085.040283
	Iteration 0F: 3 clusters Score -1482169 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1485309.875000 Penalty: 3085.040283
	Iteration 1F: 3 clusters Score -1485310 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1485601.000000 Penalty: 3085.040283
	Iteration 2F: 3 clusters Score -1485601 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1485850.125000 Penalty: 3085.040283
	Iteration 3F: 3 clusters Score -1485850 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1486058.500000 Penalty: 3085.040283
	Iteration 4Q: 3 clusters Score -1486058 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1486242.125000 Penalty: 3085.040283
	Iteration 5Q: 3 clusters Score -1486242 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1486436.500000 Penalty: 3085.040283
	Iteration 6Q: 3 clusters Score -1486436 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1486643.750000 Penalty: 3085.040283
	Iteration 7Q: 3 clusters Score -1486644 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1486883.875000 Penalty: 3085.040283
	Iteration 8Q: 3 clusters Score -1486884 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1487192.500000 Penalty: 3085.040283
	Iteration 9Q: 3 clusters Score -1487192 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1487564.875000 Penalty: 3085.040283
	Iteration 10Q: 3 clusters Score -1487565 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1487899.000000 Penalty: 3085.040283
	Iteration 11Q: 3 clusters Score -1487899 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1488180.000000 Penalty: 3085.040283
	Iteration 12Q: 3 clusters Score -1488180 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1488356.375000 Penalty: 3085.040283
	Iteration 13Q: 3 clusters Score -1488356 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1488471.875000 Penalty: 3085.040283
	Iteration 14Q: 3 clusters Score -1488472 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1488541.500000 Penalty: 3085.040283
	Iteration 15Q: 3 clusters Score -1488542 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1488594.750000 Penalty: 3085.040283
	Iteration 16Q: 3 clusters Score -1488595 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1488631.500000 Penalty: 3085.040283
	Iteration 17Q: 3 clusters Score -1488632 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1488668.125000 Penalty: 3085.040283
	Iteration 18Q: 3 clusters Score -1488668 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1488685.000000 Penalty: 3085.040283
	Iteration 19Q: 3 clusters Score -1488685 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1488689.000000 Penalty: 3085.040283
	Iteration 20F: 3 clusters Score -1488689 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1488699.000000 Penalty: 3085.040283
	Iteration 21Q: 3 clusters Score -1488699 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1488706.250000 Penalty: 3085.040283
	Iteration 22Q: 3 clusters Score -1488706 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1488714.500000 Penalty: 3085.040283
	Iteration 23Q: 3 clusters Score -1488714 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1488720.125000 Penalty: 3085.040283
	Iteration 24Q: 3 clusters Score -1488720 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1488727.125000 Penalty: 3085.040283
	Iteration 25Q: 3 clusters Score -1488727 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1488731.500000 Penalty: 3085.040283
	Iteration 26Q: 3 clusters Score -1488732 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1488737.250000 Penalty: 3085.040283
	Iteration 27Q: 3 clusters Score -1488737 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1488743.000000 Penalty: 3085.040283
	Iteration 28Q: 3 clusters Score -1488743 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1488744 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1488747.875000 Penalty: 3085.040283
	Iteration 30Q: 3 clusters Score -1488748 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1488752.375000 Penalty: 3085.040283
	Iteration 31Q: 3 clusters Score -1488752 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1488757.250000 Penalty: 3085.040283
	Iteration 32Q: 3 clusters Score -1488757 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1488756.500000 Penalty: 3085.040283
	Iteration 33Q: 3 clusters Score -1488756 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1488761.500000 Penalty: 3085.040283
	Iteration 34Q: 3 clusters Score -1488762 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1488761.750000 Penalty: 3085.040283
	Iteration 35Q: 3 clusters Score -1488762 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1488767.000000 Penalty: 3085.040283
	Iteration 36Q: 3 clusters Score -1488767 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1488771.625000 Penalty: 3085.040283
	Iteration 37Q: 3 clusters Score -1488772 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1488771.625000 Penalty: 3085.040283
	Iteration 38Q: 3 clusters Score -1488772 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1488772.375000 Penalty: 3085.040283
	Iteration 39Q: 3 clusters Score -1488772 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1488775.750000 Penalty: 3085.040283
	Iteration 40F: 3 clusters Score -1488776 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1488783.625000 Penalty: 3085.040283
	Iteration 41Q: 3 clusters Score -1488784 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1488789.625000 Penalty: 3085.040283
	Iteration 42Q: 3 clusters Score -1488790 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1488796.500000 Penalty: 3085.040283
	Iteration 43Q: 3 clusters Score -1488796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1488799.250000 Penalty: 3085.040283
	Iteration 44Q: 3 clusters Score -1488799 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1488801.625000 Penalty: 3085.040283
	Iteration 45Q: 3 clusters Score -1488802 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1488813.375000 Penalty: 3085.040283
	Iteration 46Q: 3 clusters Score -1488813 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1488818.500000 Penalty: 3085.040283
	Iteration 47Q: 3 clusters Score -1488818 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1488824.375000 Penalty: 3085.040283
	Iteration 48Q: 3 clusters Score -1488824 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1488828.250000 Penalty: 3085.040283
	Iteration 49Q: 3 clusters Score -1488828 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1488843.000000 Penalty: 3085.040283
	Iteration 50Q: 3 clusters Score -1488843 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1488861.125000 Penalty: 3085.040283
	Iteration 51Q: 3 clusters Score -1488861 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1488880.000000 Penalty: 3085.040283
	Iteration 52Q: 3 clusters Score -1488880 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1488899.875000 Penalty: 3085.040283
	Iteration 53Q: 3 clusters Score -1488900 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1488926.375000 Penalty: 3085.040283
	Iteration 54Q: 3 clusters Score -1488926 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1488956.500000 Penalty: 3085.040283
	Iteration 55Q: 3 clusters Score -1488956 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1488981.750000 Penalty: 3085.040283
	Iteration 56Q: 3 clusters Score -1488982 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1489009.375000 Penalty: 3085.040283
	Iteration 57Q: 3 clusters Score -1489009 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1489037.000000 Penalty: 3085.040283
	Iteration 58Q: 3 clusters Score -1489037 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1489068 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1489097.250000 Penalty: 3085.040283
	Iteration 60F: 3 clusters Score -1489097 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1489132.125000 Penalty: 3085.040283
	Iteration 61Q: 3 clusters Score -1489132 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1489183.625000 Penalty: 3085.040283
	Iteration 62Q: 3 clusters Score -1489184 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1489228.500000 Penalty: 3085.040283
	Iteration 63Q: 3 clusters Score -1489228 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1489272.750000 Penalty: 3085.040283
	Iteration 64Q: 3 clusters Score -1489273 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1489326.625000 Penalty: 3085.040283
	Iteration 65Q: 3 clusters Score -1489327 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1489383.750000 Penalty: 3085.040283
	Iteration 66Q: 3 clusters Score -1489384 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1489439.250000 Penalty: 3085.040283
	Iteration 67Q: 3 clusters Score -1489439 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1489493.875000 Penalty: 3085.040283
	Iteration 68Q: 3 clusters Score -1489494 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1489532.875000 Penalty: 3085.040283
	Iteration 69Q: 3 clusters Score -1489533 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1489564.125000 Penalty: 3085.040283
	Iteration 70Q: 3 clusters Score -1489564 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1489612.875000 Penalty: 3085.040283
	Iteration 71Q: 3 clusters Score -1489613 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1489651.750000 Penalty: 3085.040283
	Iteration 72Q: 3 clusters Score -1489652 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1489699.875000 Penalty: 3085.040283
	Iteration 73Q: 3 clusters Score -1489700 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1489738.625000 Penalty: 3085.040283
	Iteration 74Q: 3 clusters Score -1489739 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1489787.500000 Penalty: 3085.040283
	Iteration 75Q: 3 clusters Score -1489788 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1489831.000000 Penalty: 3085.040283
	Iteration 76Q: 3 clusters Score -1489831 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1489878 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1489922.375000 Penalty: 3085.040283
	Iteration 78Q: 3 clusters Score -1489922 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -1489959.500000 Penalty: 3085.040283
	Iteration 79Q: 3 clusters Score -1489960 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -1489991.250000 Penalty: 3085.040283
	Iteration 80F: 3 clusters Score -1489991 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1490022.750000 Penalty: 3085.040283
	Iteration 81Q: 3 clusters Score -1490023 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -1490042.500000 Penalty: 3085.040283
	Iteration 82Q: 3 clusters Score -1490042 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -1490066.000000 Penalty: 3085.040283
	Iteration 83Q: 3 clusters Score -1490066 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -1490087.250000 Penalty: 3085.040283
	Iteration 84Q: 3 clusters Score -1490087 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1490099.875000 Penalty: 3085.040283
	Iteration 85Q: 3 clusters Score -1490100 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1490111.250000 Penalty: 3085.040283
	Iteration 86Q: 3 clusters Score -1490111 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1490122.375000 Penalty: 3085.040283
	Iteration 87Q: 3 clusters Score -1490122 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1490129.750000 Penalty: 3085.040283
	Iteration 88Q: 3 clusters Score -1490130 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1490143.500000 Penalty: 3085.040283
	Iteration 89Q: 3 clusters Score -1490144 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1490151.750000 Penalty: 3085.040283
	Iteration 90Q: 3 clusters Score -1490152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -1490155.625000 Penalty: 3085.040283
	Iteration 91Q: 3 clusters Score -1490156 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1490163.375000 Penalty: 3085.040283
	Iteration 92Q: 3 clusters Score -1490163 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1490170.125000 Penalty: 3085.040283
	Iteration 93Q: 3 clusters Score -1490170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1490181.250000 Penalty: 3085.040283
	Iteration 94Q: 3 clusters Score -1490181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1490184.125000 Penalty: 3085.040283
	Iteration 95Q: 3 clusters Score -1490184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1490187.625000 Penalty: 3085.040283
	Iteration 96Q: 3 clusters Score -1490188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1490188.375000 Penalty: 3085.040283
	Iteration 97Q: 3 clusters Score -1490188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1490191.250000 Penalty: 3085.040283
	Iteration 98Q: 3 clusters Score -1490191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1490191.750000 Penalty: 3085.040283
	Iteration 99Q: 3 clusters Score -1490192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -1490197.125000 Penalty: 3085.040283
	Iteration 100F: 3 clusters Score -1490197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1490197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1490198.625000 Penalty: 3085.040283
	Iteration 102Q: 3 clusters Score -1490199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -1490199.625000 Penalty: 3085.040283
	Iteration 103Q: 3 clusters Score -1490200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1490198.875000 Penalty: 3085.040283
	Iteration 104Q: 3 clusters Score -1490199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1490201.750000 Penalty: 3085.040283
	Iteration 105Q: 3 clusters Score -1490202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1490203.375000 Penalty: 3085.040283
	Iteration 106Q: 3 clusters Score -1490203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1490203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1490204.750000 Penalty: 3085.040283
	Iteration 108Q: 3 clusters Score -1490205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1490205.625000 Penalty: 3085.040283
	Iteration 109Q: 3 clusters Score -1490206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1490205.625000 Penalty: 3085.040283
	Iteration 110F: 3 clusters Score -1490206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (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: -47101.175781 Penalty: 1024.175537
	Iteration 0F: 2 clusters Score -47101.18 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 251 members 
Entering Unmasked Estep 
Score: -46018.562500 Penalty: 2048.351074
	Iteration 0F: 3 clusters Score -46018.56 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -46250.437500 Penalty: 2048.351074
	Iteration 1F: 3 clusters Score -46250.44 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -46425.574219 Penalty: 2048.351074
	Iteration 2F: 3 clusters Score -46425.57 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -46609.156250 Penalty: 2048.351074
	Iteration 3F: 3 clusters Score -46609.16 nChanged 40
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: -46722.437500 Penalty: 2048.351074
	Iteration 4F: 3 clusters Score -46722.44 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -46781.304688 Penalty: 2048.351074
	Iteration 5Q: 3 clusters Score -46781.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -46843.558594 Penalty: 2048.351074
	Iteration 6Q: 3 clusters Score -46843.56 nChanged 10
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: -46874.441406 Penalty: 2048.351074
	Iteration 7Q: 3 clusters Score -46874.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -46893.308594 Penalty: 2048.351074
	Iteration 8Q: 3 clusters Score -46893.31 nChanged 4
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: -46898.488281 Penalty: 2048.351074
	Iteration 9Q: 3 clusters Score -46898.49 nChanged 0
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: -46898.488281 Penalty: 2048.351074
	Iteration 10F: 3 clusters Score -46898.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Entering Unmasked Estep 
Score: -106022.273438 Penalty: 1121.532349
	Iteration 0F: 2 clusters Score -106022.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -104609.718750 Penalty: 2243.064697
	Iteration 0F: 3 clusters Score -104609.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -104917.929688 Penalty: 2243.064697
	Iteration 1F: 3 clusters Score -104917.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -105033.031250 Penalty: 2243.064697
	Iteration 2F: 3 clusters Score -105033 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -105115.164062 Penalty: 2243.064697
	Iteration 3F: 3 clusters Score -105115.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -105172.039062 Penalty: 2243.064697
	Iteration 4Q: 3 clusters Score -105172 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -105224.187500 Penalty: 2243.064697
	Iteration 5Q: 3 clusters Score -105224.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -105255.632812 Penalty: 2243.064697
	Iteration 6Q: 3 clusters Score -105255.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -105270.648438 Penalty: 2243.064697
	Iteration 7Q: 3 clusters Score -105270.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -105279.820312 Penalty: 2243.064697
	Iteration 8Q: 3 clusters Score -105279.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -105284.625000 Penalty: 2243.064697
	Iteration 9Q: 3 clusters Score -105284.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -105287.500000 Penalty: 2243.064697
	Iteration 10Q: 3 clusters Score -105287.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -105292.757812 Penalty: 2243.064697
	Iteration 11Q: 3 clusters Score -105292.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -105300.085938 Penalty: 2243.064697
	Iteration 12Q: 3 clusters Score -105300.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -105300.562500 Penalty: 2243.064697
	Iteration 13Q: 3 clusters Score -105300.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -105300.812500 Penalty: 2243.064697
	Iteration 14Q: 3 clusters Score -105300.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -105300.812500 Penalty: 2243.064697
	Iteration 15F: 3 clusters Score -105300.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (4986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Entering Unmasked Estep 
Score: -587981.812500 Penalty: 1383.588257
	Iteration 0F: 2 clusters Score -587981.8 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 2493 members 
Entering Unmasked Estep 
Score: -583993.562500 Penalty: 2767.176514
	Iteration 0F: 3 clusters Score -583993.6 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -585184.187500 Penalty: 2767.176514
	Iteration 1F: 3 clusters Score -585184.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -585468.187500 Penalty: 2767.176514
	Iteration 2F: 3 clusters Score -585468.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -585686.437500 Penalty: 2767.176514
	Iteration 3F: 3 clusters Score -585686.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -585862.625000 Penalty: 2767.176514
	Iteration 4F: 3 clusters Score -585862.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -586032.062500 Penalty: 2767.176514
	Iteration 5Q: 3 clusters Score -586032.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -586173.687500 Penalty: 2767.176514
	Iteration 6Q: 3 clusters Score -586173.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -586319.562500 Penalty: 2767.176514
	Iteration 7Q: 3 clusters Score -586319.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -586479.312500 Penalty: 2767.176514
	Iteration 8Q: 3 clusters Score -586479.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -586634.000000 Penalty: 2767.176514
	Iteration 9Q: 3 clusters Score -586634 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -586780.875000 Penalty: 2767.176514
	Iteration 10Q: 3 clusters Score -586780.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -586911.750000 Penalty: 2767.176514
	Iteration 11Q: 3 clusters Score -586911.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -587013.437500 Penalty: 2767.176514
	Iteration 12Q: 3 clusters Score -587013.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -587078.750000 Penalty: 2767.176514
	Iteration 13Q: 3 clusters Score -587078.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -587108.375000 Penalty: 2767.176514
	Iteration 14Q: 3 clusters Score -587108.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -587128.687500 Penalty: 2767.176514
	Iteration 15Q: 3 clusters Score -587128.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -587140.875000 Penalty: 2767.176514
	Iteration 16Q: 3 clusters Score -587140.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -587148.187500 Penalty: 2767.176514
	Iteration 17Q: 3 clusters Score -587148.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -587152.625000 Penalty: 2767.176514
	Iteration 18Q: 3 clusters Score -587152.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -587154.687500 Penalty: 2767.176514
	Iteration 19Q: 3 clusters Score -587154.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -587158.937500 Penalty: 2767.176514
	Iteration 20F: 3 clusters Score -587158.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -587162.937500 Penalty: 2767.176514
	Iteration 21Q: 3 clusters Score -587162.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -587164.875000 Penalty: 2767.176514
	Iteration 22Q: 3 clusters Score -587164.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -587164.875000 Penalty: 2767.176514
	Iteration 23Q: 3 clusters Score -587164.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -587165.937500 Penalty: 2767.176514
	Iteration 24Q: 3 clusters Score -587165.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -587165.500000 Penalty: 2767.176514
	Iteration 25Q: 3 clusters Score -587165.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -587165.500000 Penalty: 2767.176514
	Iteration 26F: 3 clusters Score -587165.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (49132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49132 members 
Entering Unmasked Estep 
Score: -5873624.500000 Penalty: 1755.368286
	Iteration 0F: 2 clusters Score -5873624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -5841164.000000 Penalty: 3510.736572
	Iteration 0F: 3 clusters Score -5841164 nChanged 23064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -5854037.000000 Penalty: 3510.736572
	Iteration 1F: 3 clusters Score -5854037 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -5854588.500000 Penalty: 3510.736572
	Iteration 2Q: 3 clusters Score -5854588 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -5855373.500000 Penalty: 3510.736572
	Iteration 3Q: 3 clusters Score -5855374 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -5856770.000000 Penalty: 3510.736572
	Iteration 4F: 3 clusters Score -5856770 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34672 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -5858994.500000 Penalty: 3510.736572
	Iteration 5F: 3 clusters Score -5858994 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38635 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -5862262.000000 Penalty: 3510.736572
	Iteration 6F: 3 clusters Score -5862262 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42593 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -5865807.500000 Penalty: 3510.736572
	Iteration 7F: 3 clusters Score -5865808 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45723 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -5868878.000000 Penalty: 3510.736572
	Iteration 8F: 3 clusters Score -5868878 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47581 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -5870670.000000 Penalty: 3510.736572
	Iteration 9Q: 3 clusters Score -5870670 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48409 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -5871478.000000 Penalty: 3510.736572
	Iteration 10Q: 3 clusters Score -5871478 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48735 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -5871786.000000 Penalty: 3510.736572
	Iteration 11Q: 3 clusters Score -5871786 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48844 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -5871957.000000 Penalty: 3510.736572
	Iteration 12Q: 3 clusters Score -5871957 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48896 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5872030.000000 Penalty: 3510.736572
	Iteration 13Q: 3 clusters Score -5872030 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48906 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -5872074.500000 Penalty: 3510.736572
	Iteration 14Q: 3 clusters Score -5872074 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48914 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -5872093.000000 Penalty: 3510.736572
	Iteration 15Q: 3 clusters Score -5872093 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48921 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -5872105.500000 Penalty: 3510.736572
	Iteration 16Q: 3 clusters Score -5872106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48924 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -5872119.000000 Penalty: 3510.736572
	Iteration 17Q: 3 clusters Score -5872119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48924 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -5872122.500000 Penalty: 3510.736572
	Iteration 18Q: 3 clusters Score -5872122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48925 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -5872120.500000 Penalty: 3510.736572
	Iteration 19Q: 3 clusters Score -5872120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48923 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -5872130.500000 Penalty: 3510.736572
	Iteration 20F: 3 clusters Score -5872130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (115450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115450 members 
Entering Unmasked Estep 
Score: -13575154.000000 Penalty: 1894.196289
	Iteration 0F: 2 clusters Score -1.357515e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57835 members 
Mstep: Class 2 contains 57615 members 
Entering Unmasked Estep 
Score: -13502351.000000 Penalty: 3788.392578
	Iteration 0F: 3 clusters Score -1.350235e+07 nChanged 55145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59546 members 
Mstep: Class 2 contains 55904 members 
Entering Unmasked Estep 
Score: -13534124.000000 Penalty: 3788.392578
	Iteration 1F: 3 clusters Score -1.353412e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60622 members 
Mstep: Class 2 contains 54828 members 
Entering Unmasked Estep 
Score: -13534822.000000 Penalty: 3788.392578
	Iteration 2Q: 3 clusters Score -1.353482e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62229 members 
Mstep: Class 2 contains 53221 members 
Entering Unmasked Estep 
Score: -13535837.000000 Penalty: 3788.392578
	Iteration 3Q: 3 clusters Score -1.353584e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64655 members 
Mstep: Class 2 contains 50795 members 
Entering Unmasked Estep 
Score: -13537083.000000 Penalty: 3788.392578
	Iteration 4Q: 3 clusters Score -1.353708e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67939 members 
Mstep: Class 2 contains 47511 members 
Entering Unmasked Estep 
Score: -13538877.000000 Penalty: 3788.392578
	Iteration 5Q: 3 clusters Score -1.353888e+07 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72325 members 
Mstep: Class 2 contains 43125 members 
Entering Unmasked Estep 
Score: -13541743.000000 Penalty: 3788.392578
	Iteration 6Q: 3 clusters Score -1.354174e+07 nChanged 6504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77835 members 
Mstep: Class 2 contains 37615 members 
Entering Unmasked Estep 
Score: -13545948.000000 Penalty: 3788.392578
	Iteration 7F: 3 clusters Score -1.354595e+07 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84031 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -13551834.000000 Penalty: 3788.392578
	Iteration 8F: 3 clusters Score -1.355183e+07 nChanged 7042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89949 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -13558198.000000 Penalty: 3788.392578
	Iteration 9F: 3 clusters Score -1.35582e+07 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94456 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -13563052.000000 Penalty: 3788.392578
	Iteration 10F: 3 clusters Score -1.356305e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97467 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -13566205.000000 Penalty: 3788.392578
	Iteration 11Q: 3 clusters Score -1.35662e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99614 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -13567940.000000 Penalty: 3788.392578
	Iteration 12Q: 3 clusters Score -1.356794e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101369 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -13569028.000000 Penalty: 3788.392578
	Iteration 13Q: 3 clusters Score -1.356903e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102889 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -13569698.000000 Penalty: 3788.392578
	Iteration 14Q: 3 clusters Score -1.35697e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104229 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -13570298.000000 Penalty: 3788.392578
	Iteration 15Q: 3 clusters Score -1.35703e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105494 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -13570830.000000 Penalty: 3788.392578
	Iteration 16Q: 3 clusters Score -1.357083e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106588 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -13571293.000000 Penalty: 3788.392578
	Iteration 17Q: 3 clusters Score -1.357129e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107514 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -13571606.000000 Penalty: 3788.392578
	Iteration 18Q: 3 clusters Score -1.357161e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108329 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -13571866.000000 Penalty: 3788.392578
	Iteration 19Q: 3 clusters Score -1.357187e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109037 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -13572129.000000 Penalty: 3788.392578
	Iteration 20F: 3 clusters Score -1.357213e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109656 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -13572403.000000 Penalty: 3788.392578
	Iteration 21Q: 3 clusters Score -1.35724e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110184 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -13572570.000000 Penalty: 3788.392578
	Iteration 22Q: 3 clusters Score -1.357257e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110635 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -13572708.000000 Penalty: 3788.392578
	Iteration 23Q: 3 clusters Score -1.357271e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111026 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -13572805.000000 Penalty: 3788.392578
	Iteration 24Q: 3 clusters Score -1.35728e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111366 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -13572874.000000 Penalty: 3788.392578
	Iteration 25Q: 3 clusters Score -1.357287e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111653 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -13572938.000000 Penalty: 3788.392578
	Iteration 26Q: 3 clusters Score -1.357294e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111936 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -13573016.000000 Penalty: 3788.392578
	Iteration 27Q: 3 clusters Score -1.357302e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112181 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -13573094.000000 Penalty: 3788.392578
	Iteration 28Q: 3 clusters Score -1.357309e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112412 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -13573132.000000 Penalty: 3788.392578
	Iteration 29Q: 3 clusters Score -1.357313e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112615 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -13573206.000000 Penalty: 3788.392578
	Iteration 30Q: 3 clusters Score -1.357321e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112809 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -13573231.000000 Penalty: 3788.392578
	Iteration 31Q: 3 clusters Score -1.357323e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112960 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -13573272.000000 Penalty: 3788.392578
	Iteration 32Q: 3 clusters Score -1.357327e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113091 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -13573319.000000 Penalty: 3788.392578
	Iteration 33Q: 3 clusters Score -1.357332e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113214 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -13573370.000000 Penalty: 3788.392578
	Iteration 34Q: 3 clusters Score -1.357337e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113339 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -13573395.000000 Penalty: 3788.392578
	Iteration 35Q: 3 clusters Score -1.35734e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113444 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -13573434.000000 Penalty: 3788.392578
	Iteration 36Q: 3 clusters Score -1.357343e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113533 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -13573453.000000 Penalty: 3788.392578
	Iteration 37Q: 3 clusters Score -1.357345e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113604 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -13573464.000000 Penalty: 3788.392578
	Iteration 38Q: 3 clusters Score -1.357346e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113670 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -13573476.000000 Penalty: 3788.392578
	Iteration 39Q: 3 clusters Score -1.357348e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113727 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -13573490.000000 Penalty: 3788.392578
	Iteration 40F: 3 clusters Score -1.357349e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113774 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -13573531.000000 Penalty: 3788.392578
	Iteration 41Q: 3 clusters Score -1.357353e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113824 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -13573515.000000 Penalty: 3788.392578
	Iteration 42Q: 3 clusters Score -1.357352e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113868 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -13573539.000000 Penalty: 3788.392578
	Iteration 43Q: 3 clusters Score -1.357354e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113898 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -13573554.000000 Penalty: 3788.392578
	Iteration 44Q: 3 clusters Score -1.357355e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113918 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -13573541.000000 Penalty: 3788.392578
	Iteration 45Q: 3 clusters Score -1.357354e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113936 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -13573538.000000 Penalty: 3788.392578
	Iteration 46Q: 3 clusters Score -1.357354e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113955 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -13573541.000000 Penalty: 3788.392578
	Iteration 47Q: 3 clusters Score -1.357354e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113978 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -13573569.000000 Penalty: 3788.392578
	Iteration 48Q: 3 clusters Score -1.357357e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113997 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -13573570.000000 Penalty: 3788.392578
	Iteration 49Q: 3 clusters Score -1.357357e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114019 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -13573570.000000 Penalty: 3788.392578
	Iteration 50Q: 3 clusters Score -1.357357e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114041 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -13573569.000000 Penalty: 3788.392578
	Iteration 51Q: 3 clusters Score -1.357357e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114059 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -13573589.000000 Penalty: 3788.392578
	Iteration 52Q: 3 clusters Score -1.357359e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114074 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -13573588.000000 Penalty: 3788.392578
	Iteration 53Q: 3 clusters Score -1.357359e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114090 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -13573592.000000 Penalty: 3788.392578
	Iteration 54Q: 3 clusters Score -1.357359e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114106 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -13573582.000000 Penalty: 3788.392578
	Iteration 55Q: 3 clusters Score -1.357358e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114118 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -13573590.000000 Penalty: 3788.392578
	Iteration 56Q: 3 clusters Score -1.357359e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114138 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -13573601.000000 Penalty: 3788.392578
	Iteration 57Q: 3 clusters Score -1.35736e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114162 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -13573605.000000 Penalty: 3788.392578
	Iteration 58Q: 3 clusters Score -1.35736e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114173 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -13573608.000000 Penalty: 3788.392578
	Iteration 59Q: 3 clusters Score -1.357361e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114186 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -13573607.000000 Penalty: 3788.392578
	Iteration 60F: 3 clusters Score -1.357361e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114196 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -13573609.000000 Penalty: 3788.392578
	Iteration 61Q: 3 clusters Score -1.357361e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114205 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -13573614.000000 Penalty: 3788.392578
	Iteration 62Q: 3 clusters Score -1.357361e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114214 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -13573606.000000 Penalty: 3788.392578
	Iteration 63Q: 3 clusters Score -1.357361e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114225 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -13573616.000000 Penalty: 3788.392578
	Iteration 64Q: 3 clusters Score -1.357362e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114239 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -13573616.000000 Penalty: 3788.392578
	Iteration 65Q: 3 clusters Score -1.357362e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114253 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -13573624.000000 Penalty: 3788.392578
	Iteration 66Q: 3 clusters Score -1.357362e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114260 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -13573622.000000 Penalty: 3788.392578
	Iteration 67Q: 3 clusters Score -1.357362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114263 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -13573616.000000 Penalty: 3788.392578
	Iteration 68Q: 3 clusters Score -1.357362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114266 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -13573619.000000 Penalty: 3788.392578
	Iteration 69Q: 3 clusters Score -1.357362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114271 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -13573612.000000 Penalty: 3788.392578
	Iteration 70Q: 3 clusters Score -1.357361e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114277 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -13573616.000000 Penalty: 3788.392578
	Iteration 71Q: 3 clusters Score -1.357362e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114286 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -13573624.000000 Penalty: 3788.392578
	Iteration 72Q: 3 clusters Score -1.357362e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114294 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -13573624.000000 Penalty: 3788.392578
	Iteration 73Q: 3 clusters Score -1.357362e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114301 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -13573633.000000 Penalty: 3788.392578
	Iteration 74Q: 3 clusters Score -1.357363e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114311 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -13573641.000000 Penalty: 3788.392578
	Iteration 75Q: 3 clusters Score -1.357364e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114316 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -13573634.000000 Penalty: 3788.392578
	Iteration 76Q: 3 clusters Score -1.357363e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114321 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -13573646.000000 Penalty: 3788.392578
	Iteration 77Q: 3 clusters Score -1.357365e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114326 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -13573649.000000 Penalty: 3788.392578
	Iteration 78Q: 3 clusters Score -1.357365e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114333 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -13573657.000000 Penalty: 3788.392578
	Iteration 79Q: 3 clusters Score -1.357366e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114338 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -13573644.000000 Penalty: 3788.392578
	Iteration 80F: 3 clusters Score -1.357364e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114342 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -13573646.000000 Penalty: 3788.392578
	Iteration 81Q: 3 clusters Score -1.357365e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114348 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -13573648.000000 Penalty: 3788.392578
	Iteration 82Q: 3 clusters Score -1.357365e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114358 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -13573659.000000 Penalty: 3788.392578
	Iteration 83Q: 3 clusters Score -1.357366e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114366 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -13573667.000000 Penalty: 3788.392578
	Iteration 84Q: 3 clusters Score -1.357367e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114379 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -13573668.000000 Penalty: 3788.392578
	Iteration 85Q: 3 clusters Score -1.357367e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114386 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -13573675.000000 Penalty: 3788.392578
	Iteration 86Q: 3 clusters Score -1.357368e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114389 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -13573679.000000 Penalty: 3788.392578
	Iteration 87Q: 3 clusters Score -1.357368e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114397 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -13573692.000000 Penalty: 3788.392578
	Iteration 88Q: 3 clusters Score -1.357369e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114406 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -13573689.000000 Penalty: 3788.392578
	Iteration 89Q: 3 clusters Score -1.357369e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114415 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -13573690.000000 Penalty: 3788.392578
	Iteration 90Q: 3 clusters Score -1.357369e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114427 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -13573687.000000 Penalty: 3788.392578
	Iteration 91Q: 3 clusters Score -1.357369e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114434 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -13573694.000000 Penalty: 3788.392578
	Iteration 92Q: 3 clusters Score -1.357369e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114443 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -13573711.000000 Penalty: 3788.392578
	Iteration 93Q: 3 clusters Score -1.357371e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114448 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -13573710.000000 Penalty: 3788.392578
	Iteration 94Q: 3 clusters Score -1.357371e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114453 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -13573699.000000 Penalty: 3788.392578
	Iteration 95Q: 3 clusters Score -1.35737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114457 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -13573708.000000 Penalty: 3788.392578
	Iteration 96Q: 3 clusters Score -1.357371e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114459 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -13573712.000000 Penalty: 3788.392578
	Iteration 97Q: 3 clusters Score -1.357371e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114461 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -13573729.000000 Penalty: 3788.392578
	Iteration 98Q: 3 clusters Score -1.357373e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114465 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -13573707.000000 Penalty: 3788.392578
	Iteration 99Q: 3 clusters Score -1.357371e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114465 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -13573713.000000 Penalty: 3788.392578
	Iteration 100F: 3 clusters Score -1.357371e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114466 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -13573715.000000 Penalty: 3788.392578
	Iteration 101Q: 3 clusters Score -1.357372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114468 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -13573711.000000 Penalty: 3788.392578
	Iteration 102Q: 3 clusters Score -1.357371e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114469 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -13573714.000000 Penalty: 3788.392578
	Iteration 103Q: 3 clusters Score -1.357371e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114471 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -13573718.000000 Penalty: 3788.392578
	Iteration 104Q: 3 clusters Score -1.357372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114473 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -13573723.000000 Penalty: 3788.392578
	Iteration 105Q: 3 clusters Score -1.357372e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114477 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -13573725.000000 Penalty: 3788.392578
	Iteration 106Q: 3 clusters Score -1.357372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114479 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -13573719.000000 Penalty: 3788.392578
	Iteration 107Q: 3 clusters Score -1.357372e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114481 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -13573726.000000 Penalty: 3788.392578
	Iteration 108Q: 3 clusters Score -1.357373e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114486 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -13573712.000000 Penalty: 3788.392578
	Iteration 109Q: 3 clusters Score -1.357371e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114490 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -13573716.000000 Penalty: 3788.392578
	Iteration 110Q: 3 clusters Score -1.357372e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114490 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -13573716.000000 Penalty: 3788.392578
	Iteration 111F: 3 clusters Score -1.357372e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (35297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35297 members 
Entering Unmasked Estep 
Score: -4161853.250000 Penalty: 1701.627319
	Iteration 0F: 2 clusters Score -4161853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -4138209.000000 Penalty: 3403.254639
	Iteration 0F: 3 clusters Score -4138209 nChanged 16332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -4147198.750000 Penalty: 3403.254639
	Iteration 1F: 3 clusters Score -4147199 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -4147578.500000 Penalty: 3403.254639
	Iteration 2Q: 3 clusters Score -4147578 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -4147893.250000 Penalty: 3403.254639
	Iteration 3Q: 3 clusters Score -4147893 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -4148159.000000 Penalty: 3403.254639
	Iteration 4Q: 3 clusters Score -4148159 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -4148458.250000 Penalty: 3403.254639
	Iteration 5Q: 3 clusters Score -4148458 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -4148825.250000 Penalty: 3403.254639
	Iteration 6Q: 3 clusters Score -4148825 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -4149312.250000 Penalty: 3403.254639
	Iteration 7Q: 3 clusters Score -4149312 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -4149934.250000 Penalty: 3403.254639
	Iteration 8Q: 3 clusters Score -4149934 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -4150747.500000 Penalty: 3403.254639
	Iteration 9Q: 3 clusters Score -4150748 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -4151856.000000 Penalty: 3403.254639
	Iteration 10Q: 3 clusters Score -4151856 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -4153214.750000 Penalty: 3403.254639
	Iteration 11F: 3 clusters Score -4153215 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 26036 members 
Entering Unmasked Estep 
Score: -4154606.000000 Penalty: 3403.254639
	Iteration 12F: 3 clusters Score -4154606 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -4155773.250000 Penalty: 3403.254639
	Iteration 13Q: 3 clusters Score -4155773 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -4156530.500000 Penalty: 3403.254639
	Iteration 14Q: 3 clusters Score -4156530 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -4157094.500000 Penalty: 3403.254639
	Iteration 15Q: 3 clusters Score -4157094 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -4157567.250000 Penalty: 3403.254639
	Iteration 16Q: 3 clusters Score -4157567 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -4158073.750000 Penalty: 3403.254639
	Iteration 17Q: 3 clusters Score -4158074 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 29633 members 
Entering Unmasked Estep 
Score: -4158568.500000 Penalty: 3403.254639
	Iteration 18Q: 3 clusters Score -4158568 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 29893 members 
Entering Unmasked Estep 
Score: -4158962.000000 Penalty: 3403.254639
	Iteration 19Q: 3 clusters Score -4158962 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -4159319.750000 Penalty: 3403.254639
	Iteration 20F: 3 clusters Score -4159320 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 30175 members 
Entering Unmasked Estep 
Score: -4159625.500000 Penalty: 3403.254639
	Iteration 21Q: 3 clusters Score -4159626 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -4159852.000000 Penalty: 3403.254639
	Iteration 22Q: 3 clusters Score -4159852 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
Score: -4160012.750000 Penalty: 3403.254639
	Iteration 23Q: 3 clusters Score -4160013 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 30346 members 
Entering Unmasked Estep 
Score: -4160126.250000 Penalty: 3403.254639
	Iteration 24Q: 3 clusters Score -4160126 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
Score: -4160206.500000 Penalty: 3403.254639
	Iteration 25Q: 3 clusters Score -4160206 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 30424 members 
Entering Unmasked Estep 
Score: -4160253.500000 Penalty: 3403.254639
	Iteration 26Q: 3 clusters Score -4160254 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 30434 members 
Entering Unmasked Estep 
Score: -4160259.500000 Penalty: 3403.254639
	Iteration 27Q: 3 clusters Score -4160260 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -4160278.250000 Penalty: 3403.254639
	Iteration 28Q: 3 clusters Score -4160278 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -4160302.250000 Penalty: 3403.254639
	Iteration 29Q: 3 clusters Score -4160302 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 30444 members 
Entering Unmasked Estep 
Score: -4160313.250000 Penalty: 3403.254639
	Iteration 30Q: 3 clusters Score -4160313 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -4160318.250000 Penalty: 3403.254639
	Iteration 31Q: 3 clusters Score -4160318 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 30471 members 
Entering Unmasked Estep 
Score: -4160315.000000 Penalty: 3403.254639
	Iteration 32Q: 3 clusters Score -4160315 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 30489 members 
Entering Unmasked Estep 
Score: -4160309.000000 Penalty: 3403.254639
	Iteration 33Q: 3 clusters Score -4160309 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 30505 members 
Entering Unmasked Estep 
Score: -4160315.000000 Penalty: 3403.254639
	Iteration 34Q: 3 clusters Score -4160315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -4160317.500000 Penalty: 3403.254639
	Iteration 35Q: 3 clusters Score -4160318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -4160311.250000 Penalty: 3403.254639
	Iteration 36Q: 3 clusters Score -4160311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 30528 members 
Entering Unmasked Estep 
Score: -4160310.250000 Penalty: 3403.254639
	Iteration 37Q: 3 clusters Score -4160310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 30536 members 
Entering Unmasked Estep 
Score: -4160304.500000 Penalty: 3403.254639
	Iteration 38Q: 3 clusters Score -4160304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 30541 members 
Entering Unmasked Estep 
Score: -4160310.750000 Penalty: 3403.254639
	Iteration 39Q: 3 clusters Score -4160311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 30551 members 
Entering Unmasked Estep 
Score: -4160317.000000 Penalty: 3403.254639
	Iteration 40F: 3 clusters Score -4160317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 30557 members 
Entering Unmasked Estep 
Score: -4160318.250000 Penalty: 3403.254639
	Iteration 41Q: 3 clusters Score -4160318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -4160320.000000 Penalty: 3403.254639
	Iteration 42Q: 3 clusters Score -4160320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 30569 members 
Entering Unmasked Estep 
Score: -4160319.750000 Penalty: 3403.254639
	Iteration 43Q: 3 clusters Score -4160320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 30578 members 
Entering Unmasked Estep 
Score: -4160319.000000 Penalty: 3403.254639
	Iteration 44Q: 3 clusters Score -4160319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 30585 members 
Entering Unmasked Estep 
Score: -4160327.750000 Penalty: 3403.254639
	Iteration 45Q: 3 clusters Score -4160328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -4160326.500000 Penalty: 3403.254639
	Iteration 46Q: 3 clusters Score -4160326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 30600 members 
Entering Unmasked Estep 
Score: -4160330.000000 Penalty: 3403.254639
	Iteration 47Q: 3 clusters Score -4160330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 30603 members 
Entering Unmasked Estep 
Score: -4160335.750000 Penalty: 3403.254639
	Iteration 48Q: 3 clusters Score -4160336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 30606 members 
Entering Unmasked Estep 
Score: -4160333.250000 Penalty: 3403.254639
	Iteration 49Q: 3 clusters Score -4160333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -4160333.250000 Penalty: 3403.254639
	Iteration 50Q: 3 clusters Score -4160333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -4160333.000000 Penalty: 3403.254639
	Iteration 51Q: 3 clusters Score -4160333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 30610 members 
Entering Unmasked Estep 
Score: -4160330.000000 Penalty: 3403.254639
	Iteration 52Q: 3 clusters Score -4160330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 30611 members 
Entering Unmasked Estep 
Score: -4160329.750000 Penalty: 3403.254639
	Iteration 53Q: 3 clusters Score -4160330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 30614 members 
Entering Unmasked Estep 
Score: -4160322.000000 Penalty: 3403.254639
	Iteration 54Q: 3 clusters Score -4160322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
Score: -4160323.250000 Penalty: 3403.254639
	Iteration 55Q: 3 clusters Score -4160323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
Score: -4160323.250000 Penalty: 3403.254639
	Iteration 56F: 3 clusters Score -4160323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 196833 members 
Mstep: Class 3 contains 83561 members 
Mstep: Class 4 contains 11758 members 
Mstep: Class 5 contains 7547 members 
Mstep: Class 6 contains 37698 members 
Mstep: Class 7 contains 89942 members 
Mstep: Class 8 contains 15419 members 
Mstep: Class 9 contains 37387 members 
Mstep: Class 10 contains 9113 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8836 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19076 members 
Mstep: Class 16 contains 68753 members 
Mstep: Class 17 contains 115895 members 
Mstep: Class 18 contains 110100 members 
Mstep: Class 19 contains 3454 members 
Mstep: Class 20 contains 66773 members 
Mstep: Class 21 contains 33567 members 
Mstep: Class 22 contains 26690 members 
Mstep: Class 23 contains 11917 members 
Mstep: Class 24 contains 3696 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 80481 members 
Mstep: Class 29 contains 6088 members 
Mstep: Class 30 contains 6550 members 
Mstep: Class 31 contains 45367 members 
Mstep: Class 32 contains 5748 members 
Mstep: Class 33 contains 6770 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1560 members 
Mstep: Class 37 contains 65088 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 62414 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 491 members 
Mstep: Class 43 contains 18760 members 
Mstep: Class 44 contains 100680 members 
Mstep: Class 45 contains 50878 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 70879 members 
Mstep: Class 49 contains 13259 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 4986 members 
Mstep: Class 53 contains 49132 members 
Mstep: Class 54 contains 115450 members 
Mstep: Class 55 contains 35297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696928.000000 Penalty: 128338.117188
Iteration 239Q: 56 clusters Score -1.946969e+08 nChanged 8776
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 196836 members 
Mstep: Class 3 contains 83533 members 
Mstep: Class 4 contains 11731 members 
Mstep: Class 5 contains 7372 members 
Mstep: Class 6 contains 37646 members 
Mstep: Class 7 contains 89811 members 
Mstep: Class 8 contains 15375 members 
Mstep: Class 9 contains 37386 members 
Mstep: Class 10 contains 9115 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8837 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19088 members 
Mstep: Class 16 contains 68741 members 
Mstep: Class 17 contains 115741 members 
Mstep: Class 18 contains 110074 members 
Mstep: Class 19 contains 3454 members 
Mstep: Class 20 contains 66596 members 
Mstep: Class 21 contains 33565 members 
Mstep: Class 22 contains 26667 members 
Mstep: Class 23 contains 11878 members 
Mstep: Class 24 contains 3695 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 80273 members 
Mstep: Class 29 contains 6090 members 
Mstep: Class 30 contains 6487 members 
Mstep: Class 31 contains 44748 members 
Mstep: Class 32 contains 5752 members 
Mstep: Class 33 contains 6765 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1560 members 
Mstep: Class 37 contains 65511 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 64464 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 491 members 
Mstep: Class 43 contains 18754 members 
Mstep: Class 44 contains 100226 members 
Mstep: Class 45 contains 50966 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 70669 members 
Mstep: Class 49 contains 13268 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 4983 members 
Mstep: Class 53 contains 49101 members 
Mstep: Class 54 contains 115441 members 
Mstep: Class 55 contains 35301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697552.000000 Penalty: 128338.117188
Iteration 240F: 56 clusters Score -1.946976e+08 nChanged 9407
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 196834 members 
Mstep: Class 3 contains 83553 members 
Mstep: Class 4 contains 11706 members 
Mstep: Class 5 contains 7205 members 
Mstep: Class 6 contains 37588 members 
Mstep: Class 7 contains 89692 members 
Mstep: Class 8 contains 15347 members 
Mstep: Class 9 contains 37381 members 
Mstep: Class 10 contains 9113 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8836 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19098 members 
Mstep: Class 16 contains 68735 members 
Mstep: Class 17 contains 115595 members 
Mstep: Class 18 contains 110126 members 
Mstep: Class 19 contains 3452 members 
Mstep: Class 20 contains 66285 members 
Mstep: Class 21 contains 33562 members 
Mstep: Class 22 contains 26621 members 
Mstep: Class 23 contains 11838 members 
Mstep: Class 24 contains 3698 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 80070 members 
Mstep: Class 29 contains 6090 members 
Mstep: Class 30 contains 6449 members 
Mstep: Class 31 contains 44083 members 
Mstep: Class 32 contains 5753 members 
Mstep: Class 33 contains 6759 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1560 members 
Mstep: Class 37 contains 65928 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 66820 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 491 members 
Mstep: Class 43 contains 18761 members 
Mstep: Class 44 contains 99765 members 
Mstep: Class 45 contains 51094 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 70318 members 
Mstep: Class 49 contains 13276 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 4975 members 
Mstep: Class 53 contains 49011 members 
Mstep: Class 54 contains 115305 members 
Mstep: Class 55 contains 35307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697648.000000 Penalty: 128338.117188
Iteration 241Q: 56 clusters Score -1.946976e+08 nChanged 9684
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 196839 members 
Mstep: Class 3 contains 83527 members 
Mstep: Class 4 contains 11683 members 
Mstep: Class 5 contains 7066 members 
Mstep: Class 6 contains 37553 members 
Mstep: Class 7 contains 89572 members 
Mstep: Class 8 contains 15335 members 
Mstep: Class 9 contains 37378 members 
Mstep: Class 10 contains 9111 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8835 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19106 members 
Mstep: Class 16 contains 68739 members 
Mstep: Class 17 contains 115446 members 
Mstep: Class 18 contains 110184 members 
Mstep: Class 19 contains 3452 members 
Mstep: Class 20 contains 65922 members 
Mstep: Class 21 contains 33560 members 
Mstep: Class 22 contains 26519 members 
Mstep: Class 23 contains 11789 members 
Mstep: Class 24 contains 3698 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 79875 members 
Mstep: Class 29 contains 6090 members 
Mstep: Class 30 contains 6399 members 
Mstep: Class 31 contains 43411 members 
Mstep: Class 32 contains 5755 members 
Mstep: Class 33 contains 6763 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1561 members 
Mstep: Class 37 contains 66315 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 69199 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 491 members 
Mstep: Class 43 contains 18756 members 
Mstep: Class 44 contains 99441 members 
Mstep: Class 45 contains 51240 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 69971 members 
Mstep: Class 49 contains 13280 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 4969 members 
Mstep: Class 53 contains 48890 members 
Mstep: Class 54 contains 115133 members 
Mstep: Class 55 contains 35309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697392.000000 Penalty: 128338.117188
Iteration 242Q: 56 clusters Score -1.946974e+08 nChanged 9675
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 196844 members 
Mstep: Class 3 contains 83490 members 
Mstep: Class 4 contains 11665 members 
Mstep: Class 5 contains 6887 members 
Mstep: Class 6 contains 37538 members 
Mstep: Class 7 contains 89443 members 
Mstep: Class 8 contains 15323 members 
Mstep: Class 9 contains 37381 members 
Mstep: Class 10 contains 9110 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8834 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19112 members 
Mstep: Class 16 contains 68729 members 
Mstep: Class 17 contains 115288 members 
Mstep: Class 18 contains 110266 members 
Mstep: Class 19 contains 3453 members 
Mstep: Class 20 contains 65494 members 
Mstep: Class 21 contains 33561 members 
Mstep: Class 22 contains 26392 members 
Mstep: Class 23 contains 11729 members 
Mstep: Class 24 contains 3700 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 79696 members 
Mstep: Class 29 contains 6090 members 
Mstep: Class 30 contains 6328 members 
Mstep: Class 31 contains 42770 members 
Mstep: Class 32 contains 5759 members 
Mstep: Class 33 contains 6765 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1561 members 
Mstep: Class 37 contains 66630 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 71709 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 491 members 
Mstep: Class 43 contains 18752 members 
Mstep: Class 44 contains 99022 members 
Mstep: Class 45 contains 51419 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 69555 members 
Mstep: Class 49 contains 13283 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 4965 members 
Mstep: Class 53 contains 48851 members 
Mstep: Class 54 contains 115033 members 
Mstep: Class 55 contains 35317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696784.000000 Penalty: 128338.117188
Iteration 243Q: 56 clusters Score -1.946968e+08 nChanged 10013
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 196856 members 
Mstep: Class 3 contains 83465 members 
Mstep: Class 4 contains 11647 members 
Mstep: Class 5 contains 6658 members 
Mstep: Class 6 contains 37519 members 
Mstep: Class 7 contains 89334 members 
Mstep: Class 8 contains 15300 members 
Mstep: Class 9 contains 37375 members 
Mstep: Class 10 contains 9106 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8834 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19111 members 
Mstep: Class 16 contains 68714 members 
Mstep: Class 17 contains 115179 members 
Mstep: Class 18 contains 110432 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 64997 members 
Mstep: Class 21 contains 33562 members 
Mstep: Class 22 contains 26311 members 
Mstep: Class 23 contains 11694 members 
Mstep: Class 24 contains 3700 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 79494 members 
Mstep: Class 29 contains 6090 members 
Mstep: Class 30 contains 6239 members 
Mstep: Class 31 contains 42155 members 
Mstep: Class 32 contains 5764 members 
Mstep: Class 33 contains 6762 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1561 members 
Mstep: Class 37 contains 66865 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 74427 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 491 members 
Mstep: Class 43 contains 18728 members 
Mstep: Class 44 contains 98616 members 
Mstep: Class 45 contains 51628 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 68938 members 
Mstep: Class 49 contains 13288 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 4965 members 
Mstep: Class 53 contains 48800 members 
Mstep: Class 54 contains 114901 members 
Mstep: Class 55 contains 35336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696048.000000 Penalty: 128338.117188
Iteration 244Q: 56 clusters Score -1.94696e+08 nChanged 10372
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 196866 members 
Mstep: Class 3 contains 83417 members 
Mstep: Class 4 contains 11643 members 
Mstep: Class 5 contains 6443 members 
Mstep: Class 6 contains 37485 members 
Mstep: Class 7 contains 89217 members 
Mstep: Class 8 contains 15277 members 
Mstep: Class 9 contains 37377 members 
Mstep: Class 10 contains 9111 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8835 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19107 members 
Mstep: Class 16 contains 68698 members 
Mstep: Class 17 contains 115097 members 
Mstep: Class 18 contains 110588 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 64511 members 
Mstep: Class 21 contains 33563 members 
Mstep: Class 22 contains 26226 members 
Mstep: Class 23 contains 11668 members 
Mstep: Class 24 contains 3699 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 79290 members 
Mstep: Class 29 contains 6087 members 
Mstep: Class 30 contains 6182 members 
Mstep: Class 31 contains 41589 members 
Mstep: Class 32 contains 5771 members 
Mstep: Class 33 contains 6760 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1561 members 
Mstep: Class 37 contains 67111 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 77312 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 491 members 
Mstep: Class 43 contains 18701 members 
Mstep: Class 44 contains 98158 members 
Mstep: Class 45 contains 51831 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 68177 members 
Mstep: Class 49 contains 13293 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 994 members 
Mstep: Class 52 contains 4964 members 
Mstep: Class 53 contains 48712 members 
Mstep: Class 54 contains 114743 members 
Mstep: Class 55 contains 35333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696160.000000 Penalty: 128338.117188
Iteration 245Q: 56 clusters Score -1.946962e+08 nChanged 10773
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 196867 members 
Mstep: Class 3 contains 83367 members 
Mstep: Class 4 contains 11652 members 
Mstep: Class 5 contains 6245 members 
Mstep: Class 6 contains 37445 members 
Mstep: Class 7 contains 89071 members 
Mstep: Class 8 contains 15258 members 
Mstep: Class 9 contains 37367 members 
Mstep: Class 10 contains 9106 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8836 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19107 members 
Mstep: Class 16 contains 68678 members 
Mstep: Class 17 contains 115006 members 
Mstep: Class 18 contains 110733 members 
Mstep: Class 19 contains 3449 members 
Mstep: Class 20 contains 63930 members 
Mstep: Class 21 contains 33562 members 
Mstep: Class 22 contains 26131 members 
Mstep: Class 23 contains 11653 members 
Mstep: Class 24 contains 3698 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 79105 members 
Mstep: Class 29 contains 6084 members 
Mstep: Class 30 contains 6137 members 
Mstep: Class 31 contains 40984 members 
Mstep: Class 32 contains 5780 members 
Mstep: Class 33 contains 6756 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1562 members 
Mstep: Class 37 contains 67380 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 80290 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 491 members 
Mstep: Class 43 contains 18677 members 
Mstep: Class 44 contains 97852 members 
Mstep: Class 45 contains 52007 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 67378 members 
Mstep: Class 49 contains 13294 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 4961 members 
Mstep: Class 53 contains 48594 members 
Mstep: Class 54 contains 114548 members 
Mstep: Class 55 contains 35354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696352.000000 Penalty: 128338.117188
Iteration 246Q: 56 clusters Score -1.946964e+08 nChanged 10623
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 196881 members 
Mstep: Class 3 contains 83336 members 
Mstep: Class 4 contains 11644 members 
Mstep: Class 5 contains 6042 members 
Mstep: Class 6 contains 37414 members 
Mstep: Class 7 contains 88943 members 
Mstep: Class 8 contains 15234 members 
Mstep: Class 9 contains 37364 members 
Mstep: Class 10 contains 9105 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8837 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19109 members 
Mstep: Class 16 contains 68671 members 
Mstep: Class 17 contains 114889 members 
Mstep: Class 18 contains 110917 members 
Mstep: Class 19 contains 3447 members 
Mstep: Class 20 contains 63403 members 
Mstep: Class 21 contains 33559 members 
Mstep: Class 22 contains 26056 members 
Mstep: Class 23 contains 11635 members 
Mstep: Class 24 contains 3696 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 78960 members 
Mstep: Class 29 contains 6085 members 
Mstep: Class 30 contains 6103 members 
Mstep: Class 31 contains 40321 members 
Mstep: Class 32 contains 5789 members 
Mstep: Class 33 contains 6752 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1564 members 
Mstep: Class 37 contains 67646 members 
Mstep: Class 38 contains 1238 members 
Mstep: Class 39 contains 83078 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 491 members 
Mstep: Class 43 contains 18653 members 
Mstep: Class 44 contains 97792 members 
Mstep: Class 45 contains 52200 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 66421 members 
Mstep: Class 49 contains 13299 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 4961 members 
Mstep: Class 53 contains 48468 members 
Mstep: Class 54 contains 114328 members 
Mstep: Class 55 contains 35363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696672.000000 Penalty: 128338.117188
Iteration 247Q: 56 clusters Score -1.946967e+08 nChanged 10680
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 196895 members 
Mstep: Class 3 contains 83374 members 
Mstep: Class 4 contains 11624 members 
Mstep: Class 5 contains 5790 members 
Mstep: Class 6 contains 37412 members 
Mstep: Class 7 contains 88835 members 
Mstep: Class 8 contains 15212 members 
Mstep: Class 9 contains 37370 members 
Mstep: Class 10 contains 9100 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8836 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19104 members 
Mstep: Class 16 contains 68658 members 
Mstep: Class 17 contains 114784 members 
Mstep: Class 18 contains 111064 members 
Mstep: Class 19 contains 3445 members 
Mstep: Class 20 contains 62778 members 
Mstep: Class 21 contains 33561 members 
Mstep: Class 22 contains 25936 members 
Mstep: Class 23 contains 11616 members 
Mstep: Class 24 contains 3696 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 78769 members 
Mstep: Class 29 contains 6084 members 
Mstep: Class 30 contains 6052 members 
Mstep: Class 31 contains 39688 members 
Mstep: Class 32 contains 5799 members 
Mstep: Class 33 contains 6750 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1563 members 
Mstep: Class 37 contains 67873 members 
Mstep: Class 38 contains 1239 members 
Mstep: Class 39 contains 85820 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 491 members 
Mstep: Class 43 contains 18624 members 
Mstep: Class 44 contains 97963 members 
Mstep: Class 45 contains 52416 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 65421 members 
Mstep: Class 49 contains 13301 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 4964 members 
Mstep: Class 53 contains 48363 members 
Mstep: Class 54 contains 114084 members 
Mstep: Class 55 contains 35387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697120.000000 Penalty: 128338.117188
Iteration 248Q: 56 clusters Score -1.946971e+08 nChanged 10532
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 196899 members 
Mstep: Class 3 contains 83442 members 
Mstep: Class 4 contains 11614 members 
Mstep: Class 5 contains 5556 members 
Mstep: Class 6 contains 37393 members 
Mstep: Class 7 contains 88774 members 
Mstep: Class 8 contains 15192 members 
Mstep: Class 9 contains 37382 members 
Mstep: Class 10 contains 9098 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8835 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19109 members 
Mstep: Class 16 contains 68647 members 
Mstep: Class 17 contains 114609 members 
Mstep: Class 18 contains 111338 members 
Mstep: Class 19 contains 3445 members 
Mstep: Class 20 contains 62097 members 
Mstep: Class 21 contains 33562 members 
Mstep: Class 22 contains 25823 members 
Mstep: Class 23 contains 11590 members 
Mstep: Class 24 contains 3692 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 78593 members 
Mstep: Class 29 contains 6084 members 
Mstep: Class 30 contains 6032 members 
Mstep: Class 31 contains 39070 members 
Mstep: Class 32 contains 5803 members 
Mstep: Class 33 contains 6749 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1563 members 
Mstep: Class 37 contains 68066 members 
Mstep: Class 38 contains 1239 members 
Mstep: Class 39 contains 88489 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 491 members 
Mstep: Class 43 contains 18614 members 
Mstep: Class 44 contains 98298 members 
Mstep: Class 45 contains 52560 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 64342 members 
Mstep: Class 49 contains 13304 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 4958 members 
Mstep: Class 53 contains 48252 members 
Mstep: Class 54 contains 113727 members 
Mstep: Class 55 contains 35452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696576.000000 Penalty: 128338.117188
Iteration 249Q: 56 clusters Score -1.946966e+08 nChanged 10378
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 196920 members 
Mstep: Class 3 contains 83504 members 
Mstep: Class 4 contains 11605 members 
Mstep: Class 5 contains 5354 members 
Mstep: Class 6 contains 37388 members 
Mstep: Class 7 contains 88702 members 
Mstep: Class 8 contains 15173 members 
Mstep: Class 9 contains 37393 members 
Mstep: Class 10 contains 9098 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8836 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19110 members 
Mstep: Class 16 contains 68637 members 
Mstep: Class 17 contains 114474 members 
Mstep: Class 18 contains 111520 members 
Mstep: Class 19 contains 3444 members 
Mstep: Class 20 contains 61308 members 
Mstep: Class 21 contains 33563 members 
Mstep: Class 22 contains 25628 members 
Mstep: Class 23 contains 11561 members 
Mstep: Class 24 contains 3688 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 78395 members 
Mstep: Class 29 contains 6084 members 
Mstep: Class 30 contains 6031 members 
Mstep: Class 31 contains 38512 members 
Mstep: Class 32 contains 5806 members 
Mstep: Class 33 contains 6747 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1562 members 
Mstep: Class 37 contains 68193 members 
Mstep: Class 38 contains 1239 members 
Mstep: Class 39 contains 91026 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 491 members 
Mstep: Class 43 contains 18606 members 
Mstep: Class 44 contains 98867 members 
Mstep: Class 45 contains 52696 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 63168 members 
Mstep: Class 49 contains 13305 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 4953 members 
Mstep: Class 53 contains 48209 members 
Mstep: Class 54 contains 113485 members 
Mstep: Class 55 contains 35541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696608.000000 Penalty: 128338.117188
Iteration 250Q: 56 clusters Score -1.946966e+08 nChanged 10558
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 196932 members 
Mstep: Class 3 contains 83607 members 
Mstep: Class 4 contains 11612 members 
Mstep: Class 5 contains 5122 members 
Mstep: Class 6 contains 37389 members 
Mstep: Class 7 contains 88653 members 
Mstep: Class 8 contains 15147 members 
Mstep: Class 9 contains 37394 members 
Mstep: Class 10 contains 9099 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8838 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19110 members 
Mstep: Class 16 contains 68627 members 
Mstep: Class 17 contains 114320 members 
Mstep: Class 18 contains 111880 members 
Mstep: Class 19 contains 3441 members 
Mstep: Class 20 contains 60528 members 
Mstep: Class 21 contains 33564 members 
Mstep: Class 22 contains 25448 members 
Mstep: Class 23 contains 11538 members 
Mstep: Class 24 contains 3688 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 78211 members 
Mstep: Class 29 contains 6085 members 
Mstep: Class 30 contains 6034 members 
Mstep: Class 31 contains 37993 members 
Mstep: Class 32 contains 5810 members 
Mstep: Class 33 contains 6748 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1562 members 
Mstep: Class 37 contains 68310 members 
Mstep: Class 38 contains 1239 members 
Mstep: Class 39 contains 93227 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 491 members 
Mstep: Class 43 contains 18588 members 
Mstep: Class 44 contains 99647 members 
Mstep: Class 45 contains 52839 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 62053 members 
Mstep: Class 49 contains 13313 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 4944 members 
Mstep: Class 53 contains 48119 members 
Mstep: Class 54 contains 113091 members 
Mstep: Class 55 contains 35620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696896.000000 Penalty: 128338.117188
Iteration 251Q: 56 clusters Score -1.946969e+08 nChanged 11159
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 196938 members 
Mstep: Class 3 contains 83728 members 
Mstep: Class 4 contains 11617 members 
Mstep: Class 5 contains 4887 members 
Mstep: Class 6 contains 37371 members 
Mstep: Class 7 contains 88621 members 
Mstep: Class 8 contains 15131 members 
Mstep: Class 9 contains 37391 members 
Mstep: Class 10 contains 9100 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8841 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19111 members 
Mstep: Class 16 contains 68613 members 
Mstep: Class 17 contains 114209 members 
Mstep: Class 18 contains 112264 members 
Mstep: Class 19 contains 3442 members 
Mstep: Class 20 contains 59637 members 
Mstep: Class 21 contains 33565 members 
Mstep: Class 22 contains 25217 members 
Mstep: Class 23 contains 11496 members 
Mstep: Class 24 contains 3686 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 78046 members 
Mstep: Class 29 contains 6087 members 
Mstep: Class 30 contains 6057 members 
Mstep: Class 31 contains 37486 members 
Mstep: Class 32 contains 5818 members 
Mstep: Class 33 contains 6749 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1561 members 
Mstep: Class 37 contains 68311 members 
Mstep: Class 38 contains 1240 members 
Mstep: Class 39 contains 95151 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 491 members 
Mstep: Class 43 contains 18572 members 
Mstep: Class 44 contains 101003 members 
Mstep: Class 45 contains 52986 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 60831 members 
Mstep: Class 49 contains 13321 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 4930 members 
Mstep: Class 53 contains 47930 members 
Mstep: Class 54 contains 112730 members 
Mstep: Class 55 contains 35720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697392.000000 Penalty: 128338.117188
Iteration 252Q: 56 clusters Score -1.946974e+08 nChanged 11170
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 196948 members 
Mstep: Class 3 contains 83818 members 
Mstep: Class 4 contains 11636 members 
Mstep: Class 5 contains 4624 members 
Mstep: Class 6 contains 37368 members 
Mstep: Class 7 contains 88581 members 
Mstep: Class 8 contains 15117 members 
Mstep: Class 9 contains 37392 members 
Mstep: Class 10 contains 9099 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8841 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19120 members 
Mstep: Class 16 contains 68604 members 
Mstep: Class 17 contains 114204 members 
Mstep: Class 18 contains 112755 members 
Mstep: Class 19 contains 3442 members 
Mstep: Class 20 contains 58896 members 
Mstep: Class 21 contains 33564 members 
Mstep: Class 22 contains 24975 members 
Mstep: Class 23 contains 11461 members 
Mstep: Class 24 contains 3685 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 77835 members 
Mstep: Class 29 contains 6086 members 
Mstep: Class 30 contains 6089 members 
Mstep: Class 31 contains 36985 members 
Mstep: Class 32 contains 5825 members 
Mstep: Class 33 contains 6743 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1561 members 
Mstep: Class 37 contains 68287 members 
Mstep: Class 38 contains 1240 members 
Mstep: Class 39 contains 96740 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 491 members 
Mstep: Class 43 contains 18562 members 
Mstep: Class 44 contains 102418 members 
Mstep: Class 45 contains 53152 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 59537 members 
Mstep: Class 49 contains 13324 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 4919 members 
Mstep: Class 53 contains 47930 members 
Mstep: Class 54 contains 112252 members 
Mstep: Class 55 contains 35805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697840.000000 Penalty: 128338.117188
Iteration 253Q: 56 clusters Score -1.946978e+08 nChanged 10819
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 196962 members 
Mstep: Class 3 contains 83937 members 
Mstep: Class 4 contains 11625 members 
Mstep: Class 5 contains 4393 members 
Mstep: Class 6 contains 37374 members 
Mstep: Class 7 contains 88541 members 
Mstep: Class 8 contains 15099 members 
Mstep: Class 9 contains 37395 members 
Mstep: Class 10 contains 9098 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8846 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19129 members 
Mstep: Class 16 contains 68600 members 
Mstep: Class 17 contains 114141 members 
Mstep: Class 18 contains 112994 members 
Mstep: Class 19 contains 3441 members 
Mstep: Class 20 contains 58248 members 
Mstep: Class 21 contains 33562 members 
Mstep: Class 22 contains 24664 members 
Mstep: Class 23 contains 11426 members 
Mstep: Class 24 contains 3687 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 77667 members 
Mstep: Class 29 contains 6085 members 
Mstep: Class 30 contains 6111 members 
Mstep: Class 31 contains 36493 members 
Mstep: Class 32 contains 5828 members 
Mstep: Class 33 contains 6743 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1560 members 
Mstep: Class 37 contains 68329 members 
Mstep: Class 38 contains 1240 members 
Mstep: Class 39 contains 97963 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 491 members 
Mstep: Class 43 contains 18567 members 
Mstep: Class 44 contains 104084 members 
Mstep: Class 45 contains 53281 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 58381 members 
Mstep: Class 49 contains 13326 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 4905 members 
Mstep: Class 53 contains 47964 members 
Mstep: Class 54 contains 111856 members 
Mstep: Class 55 contains 35890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697184.000000 Penalty: 128338.117188
Iteration 254Q: 56 clusters Score -1.946972e+08 nChanged 9891
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 196997 members 
Mstep: Class 3 contains 84043 members 
Mstep: Class 4 contains 11620 members 
Mstep: Class 5 contains 4156 members 
Mstep: Class 6 contains 37403 members 
Mstep: Class 7 contains 88540 members 
Mstep: Class 8 contains 15079 members 
Mstep: Class 9 contains 37400 members 
Mstep: Class 10 contains 9096 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8851 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19132 members 
Mstep: Class 16 contains 68585 members 
Mstep: Class 17 contains 114196 members 
Mstep: Class 18 contains 113241 members 
Mstep: Class 19 contains 3441 members 
Mstep: Class 20 contains 57695 members 
Mstep: Class 21 contains 33566 members 
Mstep: Class 22 contains 24263 members 
Mstep: Class 23 contains 11384 members 
Mstep: Class 24 contains 3687 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 77501 members 
Mstep: Class 29 contains 6086 members 
Mstep: Class 30 contains 6118 members 
Mstep: Class 31 contains 35973 members 
Mstep: Class 32 contains 5831 members 
Mstep: Class 33 contains 6746 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1559 members 
Mstep: Class 37 contains 68430 members 
Mstep: Class 38 contains 1240 members 
Mstep: Class 39 contains 98844 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 492 members 
Mstep: Class 43 contains 18562 members 
Mstep: Class 44 contains 105602 members 
Mstep: Class 45 contains 53408 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 57578 members 
Mstep: Class 49 contains 13331 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 995 members 
Mstep: Class 52 contains 4895 members 
Mstep: Class 53 contains 47961 members 
Mstep: Class 54 contains 111452 members 
Mstep: Class 55 contains 35975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697248.000000 Penalty: 128338.117188
Iteration 255Q: 56 clusters Score -1.946972e+08 nChanged 8921
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 197018 members 
Mstep: Class 3 contains 84103 members 
Mstep: Class 4 contains 11602 members 
Mstep: Class 5 contains 3935 members 
Mstep: Class 6 contains 37382 members 
Mstep: Class 7 contains 88548 members 
Mstep: Class 8 contains 15057 members 
Mstep: Class 9 contains 37404 members 
Mstep: Class 10 contains 9089 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8854 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19137 members 
Mstep: Class 16 contains 68573 members 
Mstep: Class 17 contains 114353 members 
Mstep: Class 18 contains 113605 members 
Mstep: Class 19 contains 3441 members 
Mstep: Class 20 contains 57128 members 
Mstep: Class 21 contains 33569 members 
Mstep: Class 22 contains 23820 members 
Mstep: Class 23 contains 11347 members 
Mstep: Class 24 contains 3686 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 77339 members 
Mstep: Class 29 contains 6087 members 
Mstep: Class 30 contains 6159 members 
Mstep: Class 31 contains 35524 members 
Mstep: Class 32 contains 5832 members 
Mstep: Class 33 contains 6752 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1558 members 
Mstep: Class 37 contains 68542 members 
Mstep: Class 38 contains 1240 members 
Mstep: Class 39 contains 99576 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18556 members 
Mstep: Class 44 contains 106913 members 
Mstep: Class 45 contains 53507 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 57118 members 
Mstep: Class 49 contains 13338 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 993 members 
Mstep: Class 52 contains 4881 members 
Mstep: Class 53 contains 47969 members 
Mstep: Class 54 contains 110909 members 
Mstep: Class 55 contains 36045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696272.000000 Penalty: 128338.117188
Iteration 256Q: 56 clusters Score -1.946963e+08 nChanged 7886
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 197020 members 
Mstep: Class 3 contains 84182 members 
Mstep: Class 4 contains 11590 members 
Mstep: Class 5 contains 3743 members 
Mstep: Class 6 contains 37359 members 
Mstep: Class 7 contains 88519 members 
Mstep: Class 8 contains 15042 members 
Mstep: Class 9 contains 37395 members 
Mstep: Class 10 contains 9093 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8858 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19143 members 
Mstep: Class 16 contains 68562 members 
Mstep: Class 17 contains 114560 members 
Mstep: Class 18 contains 113943 members 
Mstep: Class 19 contains 3442 members 
Mstep: Class 20 contains 56556 members 
Mstep: Class 21 contains 33571 members 
Mstep: Class 22 contains 23297 members 
Mstep: Class 23 contains 11323 members 
Mstep: Class 24 contains 3685 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 77210 members 
Mstep: Class 29 contains 6087 members 
Mstep: Class 30 contains 6197 members 
Mstep: Class 31 contains 35132 members 
Mstep: Class 32 contains 5837 members 
Mstep: Class 33 contains 6755 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1557 members 
Mstep: Class 37 contains 68633 members 
Mstep: Class 38 contains 1240 members 
Mstep: Class 39 contains 100110 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18572 members 
Mstep: Class 44 contains 107928 members 
Mstep: Class 45 contains 53594 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 56902 members 
Mstep: Class 49 contains 13347 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 992 members 
Mstep: Class 52 contains 4863 members 
Mstep: Class 53 contains 48194 members 
Mstep: Class 54 contains 110343 members 
Mstep: Class 55 contains 36121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194695856.000000 Penalty: 128338.117188
Iteration 257Q: 56 clusters Score -1.946959e+08 nChanged 7164
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 197036 members 
Mstep: Class 3 contains 84237 members 
Mstep: Class 4 contains 11581 members 
Mstep: Class 5 contains 3600 members 
Mstep: Class 6 contains 37329 members 
Mstep: Class 7 contains 88502 members 
Mstep: Class 8 contains 15026 members 
Mstep: Class 9 contains 37383 members 
Mstep: Class 10 contains 9100 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8860 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19150 members 
Mstep: Class 16 contains 68544 members 
Mstep: Class 17 contains 114843 members 
Mstep: Class 18 contains 114180 members 
Mstep: Class 19 contains 3440 members 
Mstep: Class 20 contains 56092 members 
Mstep: Class 21 contains 33573 members 
Mstep: Class 22 contains 22792 members 
Mstep: Class 23 contains 11297 members 
Mstep: Class 24 contains 3685 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 77106 members 
Mstep: Class 29 contains 6087 members 
Mstep: Class 30 contains 6228 members 
Mstep: Class 31 contains 34737 members 
Mstep: Class 32 contains 5845 members 
Mstep: Class 33 contains 6750 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1558 members 
Mstep: Class 37 contains 68699 members 
Mstep: Class 38 contains 1239 members 
Mstep: Class 39 contains 100560 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18575 members 
Mstep: Class 44 contains 108749 members 
Mstep: Class 45 contains 53595 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 56764 members 
Mstep: Class 49 contains 13353 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 990 members 
Mstep: Class 52 contains 4848 members 
Mstep: Class 53 contains 48534 members 
Mstep: Class 54 contains 109827 members 
Mstep: Class 55 contains 36211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696272.000000 Penalty: 128338.117188
Iteration 258Q: 56 clusters Score -1.946963e+08 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 197047 members 
Mstep: Class 3 contains 84278 members 
Mstep: Class 4 contains 11559 members 
Mstep: Class 5 contains 3473 members 
Mstep: Class 6 contains 37291 members 
Mstep: Class 7 contains 88492 members 
Mstep: Class 8 contains 15013 members 
Mstep: Class 9 contains 37373 members 
Mstep: Class 10 contains 9103 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8858 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19159 members 
Mstep: Class 16 contains 68529 members 
Mstep: Class 17 contains 115108 members 
Mstep: Class 18 contains 114310 members 
Mstep: Class 19 contains 3439 members 
Mstep: Class 20 contains 55711 members 
Mstep: Class 21 contains 33576 members 
Mstep: Class 22 contains 22341 members 
Mstep: Class 23 contains 11258 members 
Mstep: Class 24 contains 3684 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 77012 members 
Mstep: Class 29 contains 6087 members 
Mstep: Class 30 contains 6270 members 
Mstep: Class 31 contains 34328 members 
Mstep: Class 32 contains 5850 members 
Mstep: Class 33 contains 6747 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1559 members 
Mstep: Class 37 contains 68839 members 
Mstep: Class 38 contains 1241 members 
Mstep: Class 39 contains 100826 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18578 members 
Mstep: Class 44 contains 109491 members 
Mstep: Class 45 contains 53580 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 56733 members 
Mstep: Class 49 contains 13358 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 990 members 
Mstep: Class 52 contains 4838 members 
Mstep: Class 53 contains 49026 members 
Mstep: Class 54 contains 109278 members 
Mstep: Class 55 contains 36290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194695776.000000 Penalty: 128338.117188
Iteration 259Q: 56 clusters Score -1.946958e+08 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 197055 members 
Mstep: Class 3 contains 84317 members 
Mstep: Class 4 contains 11547 members 
Mstep: Class 5 contains 3355 members 
Mstep: Class 6 contains 37264 members 
Mstep: Class 7 contains 88463 members 
Mstep: Class 8 contains 14997 members 
Mstep: Class 9 contains 37368 members 
Mstep: Class 10 contains 9107 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8862 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19166 members 
Mstep: Class 16 contains 68523 members 
Mstep: Class 17 contains 115385 members 
Mstep: Class 18 contains 114378 members 
Mstep: Class 19 contains 3437 members 
Mstep: Class 20 contains 55234 members 
Mstep: Class 21 contains 33576 members 
Mstep: Class 22 contains 21871 members 
Mstep: Class 23 contains 11228 members 
Mstep: Class 24 contains 3682 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 76946 members 
Mstep: Class 29 contains 6085 members 
Mstep: Class 30 contains 6290 members 
Mstep: Class 31 contains 33900 members 
Mstep: Class 32 contains 5857 members 
Mstep: Class 33 contains 6750 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1560 members 
Mstep: Class 37 contains 69003 members 
Mstep: Class 38 contains 1242 members 
Mstep: Class 39 contains 101047 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18573 members 
Mstep: Class 44 contains 110308 members 
Mstep: Class 45 contains 53531 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 56855 members 
Mstep: Class 49 contains 13360 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 990 members 
Mstep: Class 52 contains 4830 members 
Mstep: Class 53 contains 49488 members 
Mstep: Class 54 contains 108750 members 
Mstep: Class 55 contains 36354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696000.000000 Penalty: 128338.117188
Iteration 260F: 56 clusters Score -1.94696e+08 nChanged 8207
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 197068 members 
Mstep: Class 3 contains 84333 members 
Mstep: Class 4 contains 11536 members 
Mstep: Class 5 contains 3227 members 
Mstep: Class 6 contains 37240 members 
Mstep: Class 7 contains 88458 members 
Mstep: Class 8 contains 14976 members 
Mstep: Class 9 contains 37359 members 
Mstep: Class 10 contains 9105 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8863 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19172 members 
Mstep: Class 16 contains 68513 members 
Mstep: Class 17 contains 115633 members 
Mstep: Class 18 contains 114326 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 54464 members 
Mstep: Class 21 contains 33576 members 
Mstep: Class 22 contains 21430 members 
Mstep: Class 23 contains 11206 members 
Mstep: Class 24 contains 3684 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 76919 members 
Mstep: Class 29 contains 6084 members 
Mstep: Class 30 contains 6325 members 
Mstep: Class 31 contains 33548 members 
Mstep: Class 32 contains 5864 members 
Mstep: Class 33 contains 6747 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1559 members 
Mstep: Class 37 contains 69006 members 
Mstep: Class 38 contains 1242 members 
Mstep: Class 39 contains 103076 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18575 members 
Mstep: Class 44 contains 110967 members 
Mstep: Class 45 contains 53453 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 55677 members 
Mstep: Class 49 contains 13361 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 990 members 
Mstep: Class 52 contains 4822 members 
Mstep: Class 53 contains 49981 members 
Mstep: Class 54 contains 108291 members 
Mstep: Class 55 contains 36454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696304.000000 Penalty: 128338.117188
Iteration 261Q: 56 clusters Score -1.946963e+08 nChanged 8575
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 197073 members 
Mstep: Class 3 contains 84352 members 
Mstep: Class 4 contains 11534 members 
Mstep: Class 5 contains 3094 members 
Mstep: Class 6 contains 37215 members 
Mstep: Class 7 contains 88417 members 
Mstep: Class 8 contains 14953 members 
Mstep: Class 9 contains 37358 members 
Mstep: Class 10 contains 9103 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8864 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19176 members 
Mstep: Class 16 contains 68508 members 
Mstep: Class 17 contains 115885 members 
Mstep: Class 18 contains 114314 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 53782 members 
Mstep: Class 21 contains 33581 members 
Mstep: Class 22 contains 20942 members 
Mstep: Class 23 contains 11190 members 
Mstep: Class 24 contains 3684 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 76941 members 
Mstep: Class 29 contains 6087 members 
Mstep: Class 30 contains 6386 members 
Mstep: Class 31 contains 33200 members 
Mstep: Class 32 contains 5868 members 
Mstep: Class 33 contains 6748 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1558 members 
Mstep: Class 37 contains 68992 members 
Mstep: Class 38 contains 1242 members 
Mstep: Class 39 contains 104898 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18574 members 
Mstep: Class 44 contains 111576 members 
Mstep: Class 45 contains 53392 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 54685 members 
Mstep: Class 49 contains 13364 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 990 members 
Mstep: Class 52 contains 4814 members 
Mstep: Class 53 contains 50387 members 
Mstep: Class 54 contains 107832 members 
Mstep: Class 55 contains 36563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194695664.000000 Penalty: 128338.117188
Iteration 262Q: 56 clusters Score -1.946957e+08 nChanged 8432
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 197074 members 
Mstep: Class 3 contains 84389 members 
Mstep: Class 4 contains 11534 members 
Mstep: Class 5 contains 2996 members 
Mstep: Class 6 contains 37191 members 
Mstep: Class 7 contains 88378 members 
Mstep: Class 8 contains 14930 members 
Mstep: Class 9 contains 37355 members 
Mstep: Class 10 contains 9103 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8864 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19181 members 
Mstep: Class 16 contains 68500 members 
Mstep: Class 17 contains 116202 members 
Mstep: Class 18 contains 114151 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 53225 members 
Mstep: Class 21 contains 33592 members 
Mstep: Class 22 contains 20397 members 
Mstep: Class 23 contains 11165 members 
Mstep: Class 24 contains 3684 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 77006 members 
Mstep: Class 29 contains 6086 members 
Mstep: Class 30 contains 6393 members 
Mstep: Class 31 contains 32885 members 
Mstep: Class 32 contains 5873 members 
Mstep: Class 33 contains 6753 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1558 members 
Mstep: Class 37 contains 68967 members 
Mstep: Class 38 contains 1242 members 
Mstep: Class 39 contains 106531 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18573 members 
Mstep: Class 44 contains 112276 members 
Mstep: Class 45 contains 53302 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 53782 members 
Mstep: Class 49 contains 13365 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 990 members 
Mstep: Class 52 contains 4809 members 
Mstep: Class 53 contains 50691 members 
Mstep: Class 54 contains 107485 members 
Mstep: Class 55 contains 36647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194694368.000000 Penalty: 128338.117188
Iteration 263Q: 56 clusters Score -1.946944e+08 nChanged 8264
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 197080 members 
Mstep: Class 3 contains 84477 members 
Mstep: Class 4 contains 11526 members 
Mstep: Class 5 contains 2865 members 
Mstep: Class 6 contains 37186 members 
Mstep: Class 7 contains 88327 members 
Mstep: Class 8 contains 14914 members 
Mstep: Class 9 contains 37348 members 
Mstep: Class 10 contains 9107 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8863 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19183 members 
Mstep: Class 16 contains 68491 members 
Mstep: Class 17 contains 116522 members 
Mstep: Class 18 contains 113934 members 
Mstep: Class 19 contains 3435 members 
Mstep: Class 20 contains 52845 members 
Mstep: Class 21 contains 33600 members 
Mstep: Class 22 contains 19888 members 
Mstep: Class 23 contains 11139 members 
Mstep: Class 24 contains 3685 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 77127 members 
Mstep: Class 29 contains 6085 members 
Mstep: Class 30 contains 6404 members 
Mstep: Class 31 contains 32564 members 
Mstep: Class 32 contains 5881 members 
Mstep: Class 33 contains 6765 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1557 members 
Mstep: Class 37 contains 68925 members 
Mstep: Class 38 contains 1242 members 
Mstep: Class 39 contains 107882 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18563 members 
Mstep: Class 44 contains 112847 members 
Mstep: Class 45 contains 53182 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 53046 members 
Mstep: Class 49 contains 13366 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 990 members 
Mstep: Class 52 contains 4805 members 
Mstep: Class 53 contains 50949 members 
Mstep: Class 54 contains 107242 members 
Mstep: Class 55 contains 36733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194693040.000000 Penalty: 128338.117188
Iteration 264Q: 56 clusters Score -1.94693e+08 nChanged 8478
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 197084 members 
Mstep: Class 3 contains 84547 members 
Mstep: Class 4 contains 11517 members 
Mstep: Class 5 contains 2751 members 
Mstep: Class 6 contains 37156 members 
Mstep: Class 7 contains 88284 members 
Mstep: Class 8 contains 14905 members 
Mstep: Class 9 contains 37343 members 
Mstep: Class 10 contains 9108 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8862 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19183 members 
Mstep: Class 16 contains 68484 members 
Mstep: Class 17 contains 116872 members 
Mstep: Class 18 contains 113660 members 
Mstep: Class 19 contains 3435 members 
Mstep: Class 20 contains 52510 members 
Mstep: Class 21 contains 33601 members 
Mstep: Class 22 contains 19351 members 
Mstep: Class 23 contains 11111 members 
Mstep: Class 24 contains 3686 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 77307 members 
Mstep: Class 29 contains 6085 members 
Mstep: Class 30 contains 6398 members 
Mstep: Class 31 contains 32246 members 
Mstep: Class 32 contains 5885 members 
Mstep: Class 33 contains 6776 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1555 members 
Mstep: Class 37 contains 68875 members 
Mstep: Class 38 contains 1242 members 
Mstep: Class 39 contains 109093 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18552 members 
Mstep: Class 44 contains 113456 members 
Mstep: Class 45 contains 53074 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 52440 members 
Mstep: Class 49 contains 13366 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 990 members 
Mstep: Class 52 contains 4797 members 
Mstep: Class 53 contains 51185 members 
Mstep: Class 54 contains 107003 members 
Mstep: Class 55 contains 36817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194693392.000000 Penalty: 128338.117188
Iteration 265Q: 56 clusters Score -1.946934e+08 nChanged 8441
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 197087 members 
Mstep: Class 3 contains 84576 members 
Mstep: Class 4 contains 11504 members 
Mstep: Class 5 contains 2662 members 
Mstep: Class 6 contains 37125 members 
Mstep: Class 7 contains 88236 members 
Mstep: Class 8 contains 14898 members 
Mstep: Class 9 contains 37338 members 
Mstep: Class 10 contains 9110 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8862 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19186 members 
Mstep: Class 16 contains 68478 members 
Mstep: Class 17 contains 117249 members 
Mstep: Class 18 contains 113359 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 52271 members 
Mstep: Class 21 contains 33600 members 
Mstep: Class 22 contains 18826 members 
Mstep: Class 23 contains 11075 members 
Mstep: Class 24 contains 3684 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 77532 members 
Mstep: Class 29 contains 6085 members 
Mstep: Class 30 contains 6389 members 
Mstep: Class 31 contains 31930 members 
Mstep: Class 32 contains 5892 members 
Mstep: Class 33 contains 6776 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1555 members 
Mstep: Class 37 contains 68773 members 
Mstep: Class 38 contains 1242 members 
Mstep: Class 39 contains 110197 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18543 members 
Mstep: Class 44 contains 114064 members 
Mstep: Class 45 contains 52927 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 51890 members 
Mstep: Class 49 contains 13368 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 990 members 
Mstep: Class 52 contains 4788 members 
Mstep: Class 53 contains 51361 members 
Mstep: Class 54 contains 106850 members 
Mstep: Class 55 contains 36903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194693264.000000 Penalty: 128338.117188
Iteration 266Q: 56 clusters Score -1.946933e+08 nChanged 8570
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 197096 members 
Mstep: Class 3 contains 84573 members 
Mstep: Class 4 contains 11507 members 
Mstep: Class 5 contains 2552 members 
Mstep: Class 6 contains 37120 members 
Mstep: Class 7 contains 88173 members 
Mstep: Class 8 contains 14889 members 
Mstep: Class 9 contains 37325 members 
Mstep: Class 10 contains 9115 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8865 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19181 members 
Mstep: Class 16 contains 68470 members 
Mstep: Class 17 contains 117705 members 
Mstep: Class 18 contains 113159 members 
Mstep: Class 19 contains 3435 members 
Mstep: Class 20 contains 52074 members 
Mstep: Class 21 contains 33606 members 
Mstep: Class 22 contains 18335 members 
Mstep: Class 23 contains 11038 members 
Mstep: Class 24 contains 3684 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 77827 members 
Mstep: Class 29 contains 6085 members 
Mstep: Class 30 contains 6383 members 
Mstep: Class 31 contains 31610 members 
Mstep: Class 32 contains 5903 members 
Mstep: Class 33 contains 6786 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1553 members 
Mstep: Class 37 contains 68650 members 
Mstep: Class 38 contains 1243 members 
Mstep: Class 39 contains 111325 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18522 members 
Mstep: Class 44 contains 114456 members 
Mstep: Class 45 contains 52789 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 51348 members 
Mstep: Class 49 contains 13370 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 990 members 
Mstep: Class 52 contains 4778 members 
Mstep: Class 53 contains 51449 members 
Mstep: Class 54 contains 106694 members 
Mstep: Class 55 contains 36956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194693696.000000 Penalty: 128338.117188
Iteration 267Q: 56 clusters Score -1.946937e+08 nChanged 8575
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 197101 members 
Mstep: Class 3 contains 84587 members 
Mstep: Class 4 contains 11509 members 
Mstep: Class 5 contains 2462 members 
Mstep: Class 6 contains 37129 members 
Mstep: Class 7 contains 88113 members 
Mstep: Class 8 contains 14884 members 
Mstep: Class 9 contains 37320 members 
Mstep: Class 10 contains 9116 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8866 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19184 members 
Mstep: Class 16 contains 68461 members 
Mstep: Class 17 contains 118114 members 
Mstep: Class 18 contains 112904 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 51845 members 
Mstep: Class 21 contains 33607 members 
Mstep: Class 22 contains 17864 members 
Mstep: Class 23 contains 11002 members 
Mstep: Class 24 contains 3684 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 78186 members 
Mstep: Class 29 contains 6085 members 
Mstep: Class 30 contains 6398 members 
Mstep: Class 31 contains 31264 members 
Mstep: Class 32 contains 5914 members 
Mstep: Class 33 contains 6798 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1552 members 
Mstep: Class 37 contains 68518 members 
Mstep: Class 38 contains 1243 members 
Mstep: Class 39 contains 112408 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18517 members 
Mstep: Class 44 contains 114969 members 
Mstep: Class 45 contains 52630 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 50779 members 
Mstep: Class 49 contains 13371 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 990 members 
Mstep: Class 52 contains 4763 members 
Mstep: Class 53 contains 51474 members 
Mstep: Class 54 contains 106575 members 
Mstep: Class 55 contains 37004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194692800.000000 Penalty: 128338.117188
Iteration 268Q: 56 clusters Score -1.946928e+08 nChanged 8761
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 197104 members 
Mstep: Class 3 contains 84606 members 
Mstep: Class 4 contains 11512 members 
Mstep: Class 5 contains 2378 members 
Mstep: Class 6 contains 37132 members 
Mstep: Class 7 contains 88114 members 
Mstep: Class 8 contains 14869 members 
Mstep: Class 9 contains 37309 members 
Mstep: Class 10 contains 9122 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8868 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19190 members 
Mstep: Class 16 contains 68452 members 
Mstep: Class 17 contains 118588 members 
Mstep: Class 18 contains 112650 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 51583 members 
Mstep: Class 21 contains 33610 members 
Mstep: Class 22 contains 17430 members 
Mstep: Class 23 contains 10981 members 
Mstep: Class 24 contains 3684 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 78610 members 
Mstep: Class 29 contains 6084 members 
Mstep: Class 30 contains 6422 members 
Mstep: Class 31 contains 30922 members 
Mstep: Class 32 contains 5919 members 
Mstep: Class 33 contains 6802 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1551 members 
Mstep: Class 37 contains 68345 members 
Mstep: Class 38 contains 1243 members 
Mstep: Class 39 contains 113385 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18501 members 
Mstep: Class 44 contains 115488 members 
Mstep: Class 45 contains 52447 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 50233 members 
Mstep: Class 49 contains 13375 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 990 members 
Mstep: Class 52 contains 4754 members 
Mstep: Class 53 contains 51429 members 
Mstep: Class 54 contains 106464 members 
Mstep: Class 55 contains 37060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194692368.000000 Penalty: 128338.117188
Iteration 269Q: 56 clusters Score -1.946924e+08 nChanged 8735
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 197104 members 
Mstep: Class 3 contains 84635 members 
Mstep: Class 4 contains 11492 members 
Mstep: Class 5 contains 2285 members 
Mstep: Class 6 contains 37125 members 
Mstep: Class 7 contains 88115 members 
Mstep: Class 8 contains 14850 members 
Mstep: Class 9 contains 37288 members 
Mstep: Class 10 contains 9125 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8874 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19190 members 
Mstep: Class 16 contains 68445 members 
Mstep: Class 17 contains 119035 members 
Mstep: Class 18 contains 112327 members 
Mstep: Class 19 contains 3433 members 
Mstep: Class 20 contains 51358 members 
Mstep: Class 21 contains 33615 members 
Mstep: Class 22 contains 16992 members 
Mstep: Class 23 contains 10966 members 
Mstep: Class 24 contains 3684 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 79076 members 
Mstep: Class 29 contains 6083 members 
Mstep: Class 30 contains 6432 members 
Mstep: Class 31 contains 30593 members 
Mstep: Class 32 contains 5930 members 
Mstep: Class 33 contains 6804 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1550 members 
Mstep: Class 37 contains 68175 members 
Mstep: Class 38 contains 1243 members 
Mstep: Class 39 contains 114315 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18491 members 
Mstep: Class 44 contains 115968 members 
Mstep: Class 45 contains 52234 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 49763 members 
Mstep: Class 49 contains 13384 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 990 members 
Mstep: Class 52 contains 4739 members 
Mstep: Class 53 contains 51418 members 
Mstep: Class 54 contains 106434 members 
Mstep: Class 55 contains 37091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194692512.000000 Penalty: 128338.117188
Iteration 270Q: 56 clusters Score -1.946925e+08 nChanged 8355
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 197100 members 
Mstep: Class 3 contains 84655 members 
Mstep: Class 4 contains 11487 members 
Mstep: Class 5 contains 2195 members 
Mstep: Class 6 contains 37109 members 
Mstep: Class 7 contains 88130 members 
Mstep: Class 8 contains 14841 members 
Mstep: Class 9 contains 37282 members 
Mstep: Class 10 contains 9127 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8875 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19192 members 
Mstep: Class 16 contains 68440 members 
Mstep: Class 17 contains 119479 members 
Mstep: Class 18 contains 111961 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 51116 members 
Mstep: Class 21 contains 33618 members 
Mstep: Class 22 contains 16540 members 
Mstep: Class 23 contains 10954 members 
Mstep: Class 24 contains 3684 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 79572 members 
Mstep: Class 29 contains 6082 members 
Mstep: Class 30 contains 6429 members 
Mstep: Class 31 contains 30248 members 
Mstep: Class 32 contains 5938 members 
Mstep: Class 33 contains 6806 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1548 members 
Mstep: Class 37 contains 68020 members 
Mstep: Class 38 contains 1243 members 
Mstep: Class 39 contains 115091 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18480 members 
Mstep: Class 44 contains 116715 members 
Mstep: Class 45 contains 52031 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 49235 members 
Mstep: Class 49 contains 13388 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 990 members 
Mstep: Class 52 contains 4726 members 
Mstep: Class 53 contains 51301 members 
Mstep: Class 54 contains 106490 members 
Mstep: Class 55 contains 37115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194691296.000000 Penalty: 128338.117188
Iteration 271Q: 56 clusters Score -1.946913e+08 nChanged 8201
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 197096 members 
Mstep: Class 3 contains 84654 members 
Mstep: Class 4 contains 11484 members 
Mstep: Class 5 contains 2114 members 
Mstep: Class 6 contains 37111 members 
Mstep: Class 7 contains 88146 members 
Mstep: Class 8 contains 14833 members 
Mstep: Class 9 contains 37265 members 
Mstep: Class 10 contains 9127 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8877 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19192 members 
Mstep: Class 16 contains 68439 members 
Mstep: Class 17 contains 119846 members 
Mstep: Class 18 contains 111649 members 
Mstep: Class 19 contains 3433 members 
Mstep: Class 20 contains 50997 members 
Mstep: Class 21 contains 33623 members 
Mstep: Class 22 contains 16096 members 
Mstep: Class 23 contains 10929 members 
Mstep: Class 24 contains 3684 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 80154 members 
Mstep: Class 29 contains 6082 members 
Mstep: Class 30 contains 6412 members 
Mstep: Class 31 contains 29881 members 
Mstep: Class 32 contains 5945 members 
Mstep: Class 33 contains 6811 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1548 members 
Mstep: Class 37 contains 67868 members 
Mstep: Class 38 contains 1243 members 
Mstep: Class 39 contains 115820 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18465 members 
Mstep: Class 44 contains 117335 members 
Mstep: Class 45 contains 51804 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 48681 members 
Mstep: Class 49 contains 13392 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 990 members 
Mstep: Class 52 contains 4719 members 
Mstep: Class 53 contains 51195 members 
Mstep: Class 54 contains 106589 members 
Mstep: Class 55 contains 37145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194691120.000000 Penalty: 128338.117188
Iteration 272Q: 56 clusters Score -1.946911e+08 nChanged 8180
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 197106 members 
Mstep: Class 3 contains 84659 members 
Mstep: Class 4 contains 11467 members 
Mstep: Class 5 contains 2034 members 
Mstep: Class 6 contains 37106 members 
Mstep: Class 7 contains 88135 members 
Mstep: Class 8 contains 14831 members 
Mstep: Class 9 contains 37260 members 
Mstep: Class 10 contains 9130 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8878 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19190 members 
Mstep: Class 16 contains 68435 members 
Mstep: Class 17 contains 120314 members 
Mstep: Class 18 contains 111298 members 
Mstep: Class 19 contains 3433 members 
Mstep: Class 20 contains 50801 members 
Mstep: Class 21 contains 33626 members 
Mstep: Class 22 contains 15728 members 
Mstep: Class 23 contains 10909 members 
Mstep: Class 24 contains 3684 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 80772 members 
Mstep: Class 29 contains 6081 members 
Mstep: Class 30 contains 6360 members 
Mstep: Class 31 contains 29562 members 
Mstep: Class 32 contains 5951 members 
Mstep: Class 33 contains 6811 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1550 members 
Mstep: Class 37 contains 67705 members 
Mstep: Class 38 contains 1244 members 
Mstep: Class 39 contains 116318 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18445 members 
Mstep: Class 44 contains 118112 members 
Mstep: Class 45 contains 51548 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 48227 members 
Mstep: Class 49 contains 13397 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 990 members 
Mstep: Class 52 contains 4711 members 
Mstep: Class 53 contains 51016 members 
Mstep: Class 54 contains 106721 members 
Mstep: Class 55 contains 37147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 2326.345703 but Gain 2333.421875
Score: -194691216.000000 Penalty: 126004.695312
Iteration 273Q: 55 clusters Score -1.946912e+08 nChanged 9924
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 197114 members 
Mstep: Class 3 contains 84733 members 
Mstep: Class 4 contains 11459 members 
Mstep: Class 6 contains 37116 members 
Mstep: Class 7 contains 88108 members 
Mstep: Class 8 contains 14824 members 
Mstep: Class 9 contains 37248 members 
Mstep: Class 10 contains 9135 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8877 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19189 members 
Mstep: Class 16 contains 68434 members 
Mstep: Class 17 contains 120876 members 
Mstep: Class 18 contains 111055 members 
Mstep: Class 19 contains 3433 members 
Mstep: Class 20 contains 50637 members 
Mstep: Class 21 contains 33629 members 
Mstep: Class 22 contains 16090 members 
Mstep: Class 23 contains 10899 members 
Mstep: Class 24 contains 3684 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 81457 members 
Mstep: Class 29 contains 6082 members 
Mstep: Class 30 contains 6317 members 
Mstep: Class 31 contains 29250 members 
Mstep: Class 32 contains 5957 members 
Mstep: Class 33 contains 6808 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1550 members 
Mstep: Class 37 contains 67545 members 
Mstep: Class 38 contains 1244 members 
Mstep: Class 39 contains 116650 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18422 members 
Mstep: Class 44 contains 119041 members 
Mstep: Class 45 contains 52059 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 47815 members 
Mstep: Class 49 contains 13400 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 990 members 
Mstep: Class 52 contains 4702 members 
Mstep: Class 53 contains 50893 members 
Mstep: Class 54 contains 106856 members 
Mstep: Class 55 contains 37132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194692128.000000 Penalty: 126004.695312
Iteration 274Q: 55 clusters Score -1.946921e+08 nChanged 8474
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 197129 members 
Mstep: Class 3 contains 84713 members 
Mstep: Class 4 contains 11454 members 
Mstep: Class 6 contains 37089 members 
Mstep: Class 7 contains 88094 members 
Mstep: Class 8 contains 14815 members 
Mstep: Class 9 contains 37244 members 
Mstep: Class 10 contains 9135 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8875 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19183 members 
Mstep: Class 16 contains 68437 members 
Mstep: Class 17 contains 121220 members 
Mstep: Class 18 contains 110712 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 50554 members 
Mstep: Class 21 contains 33630 members 
Mstep: Class 22 contains 16107 members 
Mstep: Class 23 contains 10894 members 
Mstep: Class 24 contains 3683 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 82190 members 
Mstep: Class 29 contains 6082 members 
Mstep: Class 30 contains 6269 members 
Mstep: Class 31 contains 28973 members 
Mstep: Class 32 contains 5961 members 
Mstep: Class 33 contains 6803 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1550 members 
Mstep: Class 37 contains 67341 members 
Mstep: Class 38 contains 1244 members 
Mstep: Class 39 contains 116915 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18403 members 
Mstep: Class 44 contains 119570 members 
Mstep: Class 45 contains 51516 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 47478 members 
Mstep: Class 49 contains 13403 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 990 members 
Mstep: Class 52 contains 4691 members 
Mstep: Class 53 contains 50857 members 
Mstep: Class 54 contains 106998 members 
Mstep: Class 55 contains 37093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194691280.000000 Penalty: 126004.695312
Iteration 275Q: 55 clusters Score -1.946913e+08 nChanged 8175
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 197142 members 
Mstep: Class 3 contains 84705 members 
Mstep: Class 4 contains 11447 members 
Mstep: Class 6 contains 37077 members 
Mstep: Class 7 contains 88079 members 
Mstep: Class 8 contains 14806 members 
Mstep: Class 9 contains 37245 members 
Mstep: Class 10 contains 9136 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8875 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19185 members 
Mstep: Class 16 contains 68430 members 
Mstep: Class 17 contains 121583 members 
Mstep: Class 18 contains 110314 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 50514 members 
Mstep: Class 21 contains 33635 members 
Mstep: Class 22 contains 16175 members 
Mstep: Class 23 contains 10876 members 
Mstep: Class 24 contains 3682 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 82980 members 
Mstep: Class 29 contains 6082 members 
Mstep: Class 30 contains 6198 members 
Mstep: Class 31 contains 28715 members 
Mstep: Class 32 contains 5964 members 
Mstep: Class 33 contains 6797 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1550 members 
Mstep: Class 37 contains 67132 members 
Mstep: Class 38 contains 1244 members 
Mstep: Class 39 contains 117008 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18369 members 
Mstep: Class 44 contains 120085 members 
Mstep: Class 45 contains 50870 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 47201 members 
Mstep: Class 49 contains 13406 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 990 members 
Mstep: Class 52 contains 4681 members 
Mstep: Class 53 contains 50851 members 
Mstep: Class 54 contains 107229 members 
Mstep: Class 55 contains 37056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194691504.000000 Penalty: 126004.695312
Iteration 276Q: 55 clusters Score -1.946915e+08 nChanged 8191
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 197155 members 
Mstep: Class 3 contains 84715 members 
Mstep: Class 4 contains 11438 members 
Mstep: Class 6 contains 37061 members 
Mstep: Class 7 contains 88091 members 
Mstep: Class 8 contains 14792 members 
Mstep: Class 9 contains 37249 members 
Mstep: Class 10 contains 9132 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8878 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19182 members 
Mstep: Class 16 contains 68432 members 
Mstep: Class 17 contains 121980 members 
Mstep: Class 18 contains 109979 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 50519 members 
Mstep: Class 21 contains 33640 members 
Mstep: Class 22 contains 16241 members 
Mstep: Class 23 contains 10863 members 
Mstep: Class 24 contains 3679 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 83786 members 
Mstep: Class 29 contains 6084 members 
Mstep: Class 30 contains 6127 members 
Mstep: Class 31 contains 28464 members 
Mstep: Class 32 contains 5965 members 
Mstep: Class 33 contains 6799 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1550 members 
Mstep: Class 37 contains 66852 members 
Mstep: Class 38 contains 1244 members 
Mstep: Class 39 contains 117101 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18357 members 
Mstep: Class 44 contains 120522 members 
Mstep: Class 45 contains 50171 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 46868 members 
Mstep: Class 49 contains 13410 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 991 members 
Mstep: Class 52 contains 4667 members 
Mstep: Class 53 contains 50897 members 
Mstep: Class 54 contains 107459 members 
Mstep: Class 55 contains 36992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194691360.000000 Penalty: 126004.695312
Iteration 277Q: 55 clusters Score -1.946914e+08 nChanged 8362
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 197152 members 
Mstep: Class 3 contains 84737 members 
Mstep: Class 4 contains 11429 members 
Mstep: Class 6 contains 37058 members 
Mstep: Class 7 contains 88079 members 
Mstep: Class 8 contains 14782 members 
Mstep: Class 9 contains 37247 members 
Mstep: Class 10 contains 9131 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8880 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19182 members 
Mstep: Class 16 contains 68431 members 
Mstep: Class 17 contains 122324 members 
Mstep: Class 18 contains 109710 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 50571 members 
Mstep: Class 21 contains 33642 members 
Mstep: Class 22 contains 16361 members 
Mstep: Class 23 contains 10856 members 
Mstep: Class 24 contains 3680 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 84646 members 
Mstep: Class 29 contains 6083 members 
Mstep: Class 30 contains 6053 members 
Mstep: Class 31 contains 28221 members 
Mstep: Class 32 contains 5967 members 
Mstep: Class 33 contains 6795 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1551 members 
Mstep: Class 37 contains 66567 members 
Mstep: Class 38 contains 1244 members 
Mstep: Class 39 contains 117047 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18360 members 
Mstep: Class 44 contains 121016 members 
Mstep: Class 45 contains 49402 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 46605 members 
Mstep: Class 49 contains 13415 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 991 members 
Mstep: Class 52 contains 4662 members 
Mstep: Class 53 contains 50855 members 
Mstep: Class 54 contains 107705 members 
Mstep: Class 55 contains 36914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194691072.000000 Penalty: 126004.695312
Iteration 278Q: 55 clusters Score -1.946911e+08 nChanged 8447
Entering ConstructFrom: 
Score: -194691072.000000 Penalty: 126004.695312
Entering ConstructFrom: 
Trying to split cluster 1 (15386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Entering Unmasked Estep 
Score: -1786469.500000 Penalty: 1566.697144
	Iteration 0F: 2 clusters Score -1786470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1775807.750000 Penalty: 3133.394287
	Iteration 0F: 3 clusters Score -1775808 nChanged 6819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1779395.750000 Penalty: 3133.394287
	Iteration 1F: 3 clusters Score -1779396 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1779639.375000 Penalty: 3133.394287
	Iteration 2Q: 3 clusters Score -1779639 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1779803.750000 Penalty: 3133.394287
	Iteration 3Q: 3 clusters Score -1779804 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1779950.000000 Penalty: 3133.394287
	Iteration 4Q: 3 clusters Score -1779950 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1780091.250000 Penalty: 3133.394287
	Iteration 5Q: 3 clusters Score -1780091 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1780262.875000 Penalty: 3133.394287
	Iteration 6Q: 3 clusters Score -1780263 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1780499.625000 Penalty: 3133.394287
	Iteration 7Q: 3 clusters Score -1780500 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1780823.500000 Penalty: 3133.394287
	Iteration 8Q: 3 clusters Score -1780824 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1781310.500000 Penalty: 3133.394287
	Iteration 9F: 3 clusters Score -1781310 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1781929.750000 Penalty: 3133.394287
	Iteration 10F: 3 clusters Score -1781930 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -1782667.875000 Penalty: 3133.394287
	Iteration 11F: 3 clusters Score -1782668 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -1783359.000000 Penalty: 3133.394287
	Iteration 12F: 3 clusters Score -1783359 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -1783940.125000 Penalty: 3133.394287
	Iteration 13Q: 3 clusters Score -1783940 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -1784359.250000 Penalty: 3133.394287
	Iteration 14Q: 3 clusters Score -1784359 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -1784631.250000 Penalty: 3133.394287
	Iteration 15Q: 3 clusters Score -1784631 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -1784814.625000 Penalty: 3133.394287
	Iteration 16Q: 3 clusters Score -1784815 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -1784897.000000 Penalty: 3133.394287
	Iteration 17Q: 3 clusters Score -1784897 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -1784942.500000 Penalty: 3133.394287
	Iteration 18Q: 3 clusters Score -1784942 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -1784963.125000 Penalty: 3133.394287
	Iteration 19Q: 3 clusters Score -1784963 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -1784981.125000 Penalty: 3133.394287
	Iteration 20F: 3 clusters Score -1784981 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -1784993.875000 Penalty: 3133.394287
	Iteration 21Q: 3 clusters Score -1784994 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1785005.625000 Penalty: 3133.394287
	Iteration 22Q: 3 clusters Score -1785006 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -1785016.500000 Penalty: 3133.394287
	Iteration 23Q: 3 clusters Score -1785016 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -1785023.375000 Penalty: 3133.394287
	Iteration 24Q: 3 clusters Score -1785023 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -1785029.125000 Penalty: 3133.394287
	Iteration 25Q: 3 clusters Score -1785029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -1785032.875000 Penalty: 3133.394287
	Iteration 26Q: 3 clusters Score -1785033 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -1785036.000000 Penalty: 3133.394287
	Iteration 27Q: 3 clusters Score -1785036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -1785033.500000 Penalty: 3133.394287
	Iteration 28Q: 3 clusters Score -1785034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -1785034.750000 Penalty: 3133.394287
	Iteration 29Q: 3 clusters Score -1785035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -1785037.250000 Penalty: 3133.394287
	Iteration 30Q: 3 clusters Score -1785037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -1785036.375000 Penalty: 3133.394287
	Iteration 31Q: 3 clusters Score -1785036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -1785038.250000 Penalty: 3133.394287
	Iteration 32Q: 3 clusters Score -1785038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -1785038.250000 Penalty: 3133.394287
	Iteration 33F: 3 clusters Score -1785038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (197158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197158 members 
Entering Unmasked Estep 
Score: -22590600.000000 Penalty: 1981.161133
	Iteration 0F: 2 clusters Score -2.25906e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98635 members 
Mstep: Class 2 contains 98523 members 
Entering Unmasked Estep 
Score: -22483290.000000 Penalty: 3962.322266
	Iteration 0F: 3 clusters Score -2.248329e+07 nChanged 95498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100187 members 
Mstep: Class 2 contains 96971 members 
Entering Unmasked Estep 
Score: -22539882.000000 Penalty: 3962.322266
	Iteration 1F: 3 clusters Score -2.253988e+07 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100564 members 
Mstep: Class 2 contains 96594 members 
Entering Unmasked Estep 
Score: -22541594.000000 Penalty: 3962.322266
	Iteration 2Q: 3 clusters Score -2.254159e+07 nChanged 6939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100841 members 
Mstep: Class 2 contains 96317 members 
Entering Unmasked Estep 
Score: -22543920.000000 Penalty: 3962.322266
	Iteration 3Q: 3 clusters Score -2.254392e+07 nChanged 8194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100763 members 
Mstep: Class 2 contains 96395 members 
Entering Unmasked Estep 
Score: -22547188.000000 Penalty: 3962.322266
	Iteration 4Q: 3 clusters Score -2.254719e+07 nChanged 9901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100358 members 
Mstep: Class 2 contains 96800 members 
Entering Unmasked Estep 
Score: -22551854.000000 Penalty: 3962.322266
	Iteration 5F: 3 clusters Score -2.255185e+07 nChanged 11188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99866 members 
Mstep: Class 2 contains 97292 members 
Entering Unmasked Estep 
Score: -22558394.000000 Penalty: 3962.322266
	Iteration 6F: 3 clusters Score -2.255839e+07 nChanged 12340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99204 members 
Mstep: Class 2 contains 97954 members 
Entering Unmasked Estep 
Score: -22566704.000000 Penalty: 3962.322266
	Iteration 7F: 3 clusters Score -2.25667e+07 nChanged 12168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98352 members 
Mstep: Class 2 contains 98806 members 
Entering Unmasked Estep 
Score: -22574020.000000 Penalty: 3962.322266
	Iteration 8F: 3 clusters Score -2.257402e+07 nChanged 9763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97429 members 
Mstep: Class 2 contains 99729 members 
Entering Unmasked Estep 
Score: -22578180.000000 Penalty: 3962.322266
	Iteration 9Q: 3 clusters Score -2.257818e+07 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96471 members 
Mstep: Class 2 contains 100687 members 
Entering Unmasked Estep 
Score: -22579462.000000 Penalty: 3962.322266
	Iteration 10Q: 3 clusters Score -2.257946e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95429 members 
Mstep: Class 2 contains 101729 members 
Entering Unmasked Estep 
Score: -22579842.000000 Penalty: 3962.322266
	Iteration 11Q: 3 clusters Score -2.257984e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94426 members 
Mstep: Class 2 contains 102732 members 
Entering Unmasked Estep 
Score: -22580090.000000 Penalty: 3962.322266
	Iteration 12Q: 3 clusters Score -2.258009e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93434 members 
Mstep: Class 2 contains 103724 members 
Entering Unmasked Estep 
Score: -22580276.000000 Penalty: 3962.322266
	Iteration 13Q: 3 clusters Score -2.258028e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92425 members 
Mstep: Class 2 contains 104733 members 
Entering Unmasked Estep 
Score: -22580364.000000 Penalty: 3962.322266
	Iteration 14Q: 3 clusters Score -2.258036e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91559 members 
Mstep: Class 2 contains 105599 members 
Entering Unmasked Estep 
Score: -22580428.000000 Penalty: 3962.322266
	Iteration 15Q: 3 clusters Score -2.258043e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90640 members 
Mstep: Class 2 contains 106518 members 
Entering Unmasked Estep 
Score: -22580532.000000 Penalty: 3962.322266
	Iteration 16Q: 3 clusters Score -2.258053e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89820 members 
Mstep: Class 2 contains 107338 members 
Entering Unmasked Estep 
Score: -22580654.000000 Penalty: 3962.322266
	Iteration 17Q: 3 clusters Score -2.258065e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89106 members 
Mstep: Class 2 contains 108052 members 
Entering Unmasked Estep 
Score: -22580838.000000 Penalty: 3962.322266
	Iteration 18Q: 3 clusters Score -2.258084e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88447 members 
Mstep: Class 2 contains 108711 members 
Entering Unmasked Estep 
Score: -22581006.000000 Penalty: 3962.322266
	Iteration 19Q: 3 clusters Score -2.258101e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87880 members 
Mstep: Class 2 contains 109278 members 
Entering Unmasked Estep 
Score: -22581152.000000 Penalty: 3962.322266
	Iteration 20F: 3 clusters Score -2.258115e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87367 members 
Mstep: Class 2 contains 109791 members 
Entering Unmasked Estep 
Score: -22581290.000000 Penalty: 3962.322266
	Iteration 21Q: 3 clusters Score -2.258129e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86892 members 
Mstep: Class 2 contains 110266 members 
Entering Unmasked Estep 
Score: -22581360.000000 Penalty: 3962.322266
	Iteration 22Q: 3 clusters Score -2.258136e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86474 members 
Mstep: Class 2 contains 110684 members 
Entering Unmasked Estep 
Score: -22581494.000000 Penalty: 3962.322266
	Iteration 23Q: 3 clusters Score -2.258149e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86075 members 
Mstep: Class 2 contains 111083 members 
Entering Unmasked Estep 
Score: -22581634.000000 Penalty: 3962.322266
	Iteration 24Q: 3 clusters Score -2.258163e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85734 members 
Mstep: Class 2 contains 111424 members 
Entering Unmasked Estep 
Score: -22581726.000000 Penalty: 3962.322266
	Iteration 25Q: 3 clusters Score -2.258173e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85422 members 
Mstep: Class 2 contains 111736 members 
Entering Unmasked Estep 
Score: -22581828.000000 Penalty: 3962.322266
	Iteration 26Q: 3 clusters Score -2.258183e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85195 members 
Mstep: Class 2 contains 111963 members 
Entering Unmasked Estep 
Score: -22581888.000000 Penalty: 3962.322266
	Iteration 27Q: 3 clusters Score -2.258189e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84967 members 
Mstep: Class 2 contains 112191 members 
Entering Unmasked Estep 
Score: -22582064.000000 Penalty: 3962.322266
	Iteration 28Q: 3 clusters Score -2.258206e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84758 members 
Mstep: Class 2 contains 112400 members 
Entering Unmasked Estep 
Score: -22582124.000000 Penalty: 3962.322266
	Iteration 29Q: 3 clusters Score -2.258212e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84586 members 
Mstep: Class 2 contains 112572 members 
Entering Unmasked Estep 
Score: -22582106.000000 Penalty: 3962.322266
	Iteration 30Q: 3 clusters Score -2.258211e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84441 members 
Mstep: Class 2 contains 112717 members 
Entering Unmasked Estep 
Score: -22582278.000000 Penalty: 3962.322266
	Iteration 31Q: 3 clusters Score -2.258228e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84312 members 
Mstep: Class 2 contains 112846 members 
Entering Unmasked Estep 
Score: -22582348.000000 Penalty: 3962.322266
	Iteration 32Q: 3 clusters Score -2.258235e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84181 members 
Mstep: Class 2 contains 112977 members 
Entering Unmasked Estep 
Score: -22582340.000000 Penalty: 3962.322266
	Iteration 33Q: 3 clusters Score -2.258234e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84029 members 
Mstep: Class 2 contains 113129 members 
Entering Unmasked Estep 
Score: -22582376.000000 Penalty: 3962.322266
	Iteration 34Q: 3 clusters Score -2.258238e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83916 members 
Mstep: Class 2 contains 113242 members 
Entering Unmasked Estep 
Score: -22582416.000000 Penalty: 3962.322266
	Iteration 35Q: 3 clusters Score -2.258242e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83801 members 
Mstep: Class 2 contains 113357 members 
Entering Unmasked Estep 
Score: -22582538.000000 Penalty: 3962.322266
	Iteration 36Q: 3 clusters Score -2.258254e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83703 members 
Mstep: Class 2 contains 113455 members 
Entering Unmasked Estep 
Score: -22582632.000000 Penalty: 3962.322266
	Iteration 37Q: 3 clusters Score -2.258263e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83644 members 
Mstep: Class 2 contains 113514 members 
Entering Unmasked Estep 
Score: -22582734.000000 Penalty: 3962.322266
	Iteration 38Q: 3 clusters Score -2.258273e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83599 members 
Mstep: Class 2 contains 113559 members 
Entering Unmasked Estep 
Score: -22582758.000000 Penalty: 3962.322266
	Iteration 39Q: 3 clusters Score -2.258276e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83588 members 
Mstep: Class 2 contains 113570 members 
Entering Unmasked Estep 
Score: -22582874.000000 Penalty: 3962.322266
	Iteration 40F: 3 clusters Score -2.258287e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83573 members 
Mstep: Class 2 contains 113585 members 
Entering Unmasked Estep 
Score: -22583032.000000 Penalty: 3962.322266
	Iteration 41Q: 3 clusters Score -2.258303e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83510 members 
Mstep: Class 2 contains 113648 members 
Entering Unmasked Estep 
Score: -22583012.000000 Penalty: 3962.322266
	Iteration 42Q: 3 clusters Score -2.258301e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83442 members 
Mstep: Class 2 contains 113716 members 
Entering Unmasked Estep 
Score: -22583006.000000 Penalty: 3962.322266
	Iteration 43Q: 3 clusters Score -2.258301e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83417 members 
Mstep: Class 2 contains 113741 members 
Entering Unmasked Estep 
Score: -22583122.000000 Penalty: 3962.322266
	Iteration 44Q: 3 clusters Score -2.258312e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83418 members 
Mstep: Class 2 contains 113740 members 
Entering Unmasked Estep 
Score: -22583216.000000 Penalty: 3962.322266
	Iteration 45Q: 3 clusters Score -2.258322e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83441 members 
Mstep: Class 2 contains 113717 members 
Entering Unmasked Estep 
Score: -22583336.000000 Penalty: 3962.322266
	Iteration 46Q: 3 clusters Score -2.258334e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83460 members 
Mstep: Class 2 contains 113698 members 
Entering Unmasked Estep 
Score: -22583440.000000 Penalty: 3962.322266
	Iteration 47Q: 3 clusters Score -2.258344e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83478 members 
Mstep: Class 2 contains 113680 members 
Entering Unmasked Estep 
Score: -22583462.000000 Penalty: 3962.322266
	Iteration 48Q: 3 clusters Score -2.258346e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83500 members 
Mstep: Class 2 contains 113658 members 
Entering Unmasked Estep 
Score: -22583558.000000 Penalty: 3962.322266
	Iteration 49Q: 3 clusters Score -2.258356e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83560 members 
Mstep: Class 2 contains 113598 members 
Entering Unmasked Estep 
Score: -22583704.000000 Penalty: 3962.322266
	Iteration 50Q: 3 clusters Score -2.25837e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83640 members 
Mstep: Class 2 contains 113518 members 
Entering Unmasked Estep 
Score: -22583724.000000 Penalty: 3962.322266
	Iteration 51Q: 3 clusters Score -2.258372e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83745 members 
Mstep: Class 2 contains 113413 members 
Entering Unmasked Estep 
Score: -22583718.000000 Penalty: 3962.322266
	Iteration 52Q: 3 clusters Score -2.258372e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83882 members 
Mstep: Class 2 contains 113276 members 
Entering Unmasked Estep 
Score: -22583754.000000 Penalty: 3962.322266
	Iteration 53Q: 3 clusters Score -2.258375e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84074 members 
Mstep: Class 2 contains 113084 members 
Entering Unmasked Estep 
Score: -22583774.000000 Penalty: 3962.322266
	Iteration 54Q: 3 clusters Score -2.258377e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84218 members 
Mstep: Class 2 contains 112940 members 
Entering Unmasked Estep 
Score: -22583780.000000 Penalty: 3962.322266
	Iteration 55Q: 3 clusters Score -2.258378e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84391 members 
Mstep: Class 2 contains 112767 members 
Entering Unmasked Estep 
Score: -22583870.000000 Penalty: 3962.322266
	Iteration 56Q: 3 clusters Score -2.258387e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84584 members 
Mstep: Class 2 contains 112574 members 
Entering Unmasked Estep 
Score: -22583894.000000 Penalty: 3962.322266
	Iteration 57Q: 3 clusters Score -2.258389e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84799 members 
Mstep: Class 2 contains 112359 members 
Entering Unmasked Estep 
Score: -22583930.000000 Penalty: 3962.322266
	Iteration 58Q: 3 clusters Score -2.258393e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85037 members 
Mstep: Class 2 contains 112121 members 
Entering Unmasked Estep 
Score: -22583966.000000 Penalty: 3962.322266
	Iteration 59Q: 3 clusters Score -2.258397e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85276 members 
Mstep: Class 2 contains 111882 members 
Entering Unmasked Estep 
Score: -22584006.000000 Penalty: 3962.322266
	Iteration 60F: 3 clusters Score -2.258401e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85575 members 
Mstep: Class 2 contains 111583 members 
Entering Unmasked Estep 
Score: -22584122.000000 Penalty: 3962.322266
	Iteration 61Q: 3 clusters Score -2.258412e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85830 members 
Mstep: Class 2 contains 111328 members 
Entering Unmasked Estep 
Score: -22584126.000000 Penalty: 3962.322266
	Iteration 62Q: 3 clusters Score -2.258413e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86026 members 
Mstep: Class 2 contains 111132 members 
Entering Unmasked Estep 
Score: -22584204.000000 Penalty: 3962.322266
	Iteration 63Q: 3 clusters Score -2.25842e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86299 members 
Mstep: Class 2 contains 110859 members 
Entering Unmasked Estep 
Score: -22584216.000000 Penalty: 3962.322266
	Iteration 64Q: 3 clusters Score -2.258422e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86595 members 
Mstep: Class 2 contains 110563 members 
Entering Unmasked Estep 
Score: -22584302.000000 Penalty: 3962.322266
	Iteration 65Q: 3 clusters Score -2.25843e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86908 members 
Mstep: Class 2 contains 110250 members 
Entering Unmasked Estep 
Score: -22584350.000000 Penalty: 3962.322266
	Iteration 66Q: 3 clusters Score -2.258435e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87260 members 
Mstep: Class 2 contains 109898 members 
Entering Unmasked Estep 
Score: -22584440.000000 Penalty: 3962.322266
	Iteration 67Q: 3 clusters Score -2.258444e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87618 members 
Mstep: Class 2 contains 109540 members 
Entering Unmasked Estep 
Score: -22584544.000000 Penalty: 3962.322266
	Iteration 68Q: 3 clusters Score -2.258454e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87966 members 
Mstep: Class 2 contains 109192 members 
Entering Unmasked Estep 
Score: -22584616.000000 Penalty: 3962.322266
	Iteration 69Q: 3 clusters Score -2.258462e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88303 members 
Mstep: Class 2 contains 108855 members 
Entering Unmasked Estep 
Score: -22584614.000000 Penalty: 3962.322266
	Iteration 70Q: 3 clusters Score -2.258461e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88680 members 
Mstep: Class 2 contains 108478 members 
Entering Unmasked Estep 
Score: -22584674.000000 Penalty: 3962.322266
	Iteration 71Q: 3 clusters Score -2.258467e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89069 members 
Mstep: Class 2 contains 108089 members 
Entering Unmasked Estep 
Score: -22584858.000000 Penalty: 3962.322266
	Iteration 72Q: 3 clusters Score -2.258486e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89415 members 
Mstep: Class 2 contains 107743 members 
Entering Unmasked Estep 
Score: -22584988.000000 Penalty: 3962.322266
	Iteration 73Q: 3 clusters Score -2.258499e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89754 members 
Mstep: Class 2 contains 107404 members 
Entering Unmasked Estep 
Score: -22585058.000000 Penalty: 3962.322266
	Iteration 74Q: 3 clusters Score -2.258506e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90057 members 
Mstep: Class 2 contains 107101 members 
Entering Unmasked Estep 
Score: -22585082.000000 Penalty: 3962.322266
	Iteration 75Q: 3 clusters Score -2.258508e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90369 members 
Mstep: Class 2 contains 106789 members 
Entering Unmasked Estep 
Score: -22585226.000000 Penalty: 3962.322266
	Iteration 76Q: 3 clusters Score -2.258523e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90624 members 
Mstep: Class 2 contains 106534 members 
Entering Unmasked Estep 
Score: -22585346.000000 Penalty: 3962.322266
	Iteration 77Q: 3 clusters Score -2.258535e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90897 members 
Mstep: Class 2 contains 106261 members 
Entering Unmasked Estep 
Score: -22585448.000000 Penalty: 3962.322266
	Iteration 78Q: 3 clusters Score -2.258545e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91206 members 
Mstep: Class 2 contains 105952 members 
Entering Unmasked Estep 
Score: -22585586.000000 Penalty: 3962.322266
	Iteration 79Q: 3 clusters Score -2.258559e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91559 members 
Mstep: Class 2 contains 105599 members 
Entering Unmasked Estep 
Score: -22585756.000000 Penalty: 3962.322266
	Iteration 80F: 3 clusters Score -2.258576e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91840 members 
Mstep: Class 2 contains 105318 members 
Entering Unmasked Estep 
Score: -22585816.000000 Penalty: 3962.322266
	Iteration 81Q: 3 clusters Score -2.258582e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92122 members 
Mstep: Class 2 contains 105036 members 
Entering Unmasked Estep 
Score: -22586040.000000 Penalty: 3962.322266
	Iteration 82Q: 3 clusters Score -2.258604e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92388 members 
Mstep: Class 2 contains 104770 members 
Entering Unmasked Estep 
Score: -22586232.000000 Penalty: 3962.322266
	Iteration 83Q: 3 clusters Score -2.258623e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92651 members 
Mstep: Class 2 contains 104507 members 
Entering Unmasked Estep 
Score: -22586342.000000 Penalty: 3962.322266
	Iteration 84Q: 3 clusters Score -2.258634e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92930 members 
Mstep: Class 2 contains 104228 members 
Entering Unmasked Estep 
Score: -22586504.000000 Penalty: 3962.322266
	Iteration 85Q: 3 clusters Score -2.25865e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93217 members 
Mstep: Class 2 contains 103941 members 
Entering Unmasked Estep 
Score: -22586698.000000 Penalty: 3962.322266
	Iteration 86Q: 3 clusters Score -2.25867e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93497 members 
Mstep: Class 2 contains 103661 members 
Entering Unmasked Estep 
Score: -22586790.000000 Penalty: 3962.322266
	Iteration 87Q: 3 clusters Score -2.258679e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93705 members 
Mstep: Class 2 contains 103453 members 
Entering Unmasked Estep 
Score: -22586896.000000 Penalty: 3962.322266
	Iteration 88Q: 3 clusters Score -2.25869e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93936 members 
Mstep: Class 2 contains 103222 members 
Entering Unmasked Estep 
Score: -22587044.000000 Penalty: 3962.322266
	Iteration 89Q: 3 clusters Score -2.258704e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94210 members 
Mstep: Class 2 contains 102948 members 
Entering Unmasked Estep 
Score: -22587180.000000 Penalty: 3962.322266
	Iteration 90Q: 3 clusters Score -2.258718e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94436 members 
Mstep: Class 2 contains 102722 members 
Entering Unmasked Estep 
Score: -22587280.000000 Penalty: 3962.322266
	Iteration 91Q: 3 clusters Score -2.258728e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94626 members 
Mstep: Class 2 contains 102532 members 
Entering Unmasked Estep 
Score: -22587360.000000 Penalty: 3962.322266
	Iteration 92Q: 3 clusters Score -2.258736e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94826 members 
Mstep: Class 2 contains 102332 members 
Entering Unmasked Estep 
Score: -22587482.000000 Penalty: 3962.322266
	Iteration 93Q: 3 clusters Score -2.258748e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95032 members 
Mstep: Class 2 contains 102126 members 
Entering Unmasked Estep 
Score: -22587502.000000 Penalty: 3962.322266
	Iteration 94Q: 3 clusters Score -2.25875e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95206 members 
Mstep: Class 2 contains 101952 members 
Entering Unmasked Estep 
Score: -22587630.000000 Penalty: 3962.322266
	Iteration 95Q: 3 clusters Score -2.258763e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95370 members 
Mstep: Class 2 contains 101788 members 
Entering Unmasked Estep 
Score: -22587724.000000 Penalty: 3962.322266
	Iteration 96Q: 3 clusters Score -2.258772e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95487 members 
Mstep: Class 2 contains 101671 members 
Entering Unmasked Estep 
Score: -22587826.000000 Penalty: 3962.322266
	Iteration 97Q: 3 clusters Score -2.258783e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95595 members 
Mstep: Class 2 contains 101563 members 
Entering Unmasked Estep 
Score: -22587872.000000 Penalty: 3962.322266
	Iteration 98Q: 3 clusters Score -2.258787e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95676 members 
Mstep: Class 2 contains 101482 members 
Entering Unmasked Estep 
Score: -22587874.000000 Penalty: 3962.322266
	Iteration 99Q: 3 clusters Score -2.258787e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95760 members 
Mstep: Class 2 contains 101398 members 
Entering Unmasked Estep 
Score: -22587920.000000 Penalty: 3962.322266
	Iteration 100F: 3 clusters Score -2.258792e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95817 members 
Mstep: Class 2 contains 101341 members 
Entering Unmasked Estep 
Score: -22587970.000000 Penalty: 3962.322266
	Iteration 101Q: 3 clusters Score -2.258797e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95877 members 
Mstep: Class 2 contains 101281 members 
Entering Unmasked Estep 
Score: -22587982.000000 Penalty: 3962.322266
	Iteration 102Q: 3 clusters Score -2.258798e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95901 members 
Mstep: Class 2 contains 101257 members 
Entering Unmasked Estep 
Score: -22588034.000000 Penalty: 3962.322266
	Iteration 103Q: 3 clusters Score -2.258803e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95912 members 
Mstep: Class 2 contains 101246 members 
Entering Unmasked Estep 
Score: -22588040.000000 Penalty: 3962.322266
	Iteration 104Q: 3 clusters Score -2.258804e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95976 members 
Mstep: Class 2 contains 101182 members 
Entering Unmasked Estep 
Score: -22588052.000000 Penalty: 3962.322266
	Iteration 105Q: 3 clusters Score -2.258805e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96045 members 
Mstep: Class 2 contains 101113 members 
Entering Unmasked Estep 
Score: -22588086.000000 Penalty: 3962.322266
	Iteration 106Q: 3 clusters Score -2.258809e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96134 members 
Mstep: Class 2 contains 101024 members 
Entering Unmasked Estep 
Score: -22588054.000000 Penalty: 3962.322266
	Iteration 107Q: 3 clusters Score -2.258805e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96182 members 
Mstep: Class 2 contains 100976 members 
Entering Unmasked Estep 
Score: -22588058.000000 Penalty: 3962.322266
	Iteration 108Q: 3 clusters Score -2.258806e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96200 members 
Mstep: Class 2 contains 100958 members 
Entering Unmasked Estep 
Score: -22588128.000000 Penalty: 3962.322266
	Iteration 109Q: 3 clusters Score -2.258813e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96213 members 
Mstep: Class 2 contains 100945 members 
Entering Unmasked Estep 
Score: -22588222.000000 Penalty: 3962.322266
	Iteration 110Q: 3 clusters Score -2.258822e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96231 members 
Mstep: Class 2 contains 100927 members 
Entering Unmasked Estep 
Score: -22588224.000000 Penalty: 3962.322266
	Iteration 111Q: 3 clusters Score -2.258822e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96227 members 
Mstep: Class 2 contains 100931 members 
Entering Unmasked Estep 
Score: -22588260.000000 Penalty: 3962.322266
	Iteration 112Q: 3 clusters Score -2.258826e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96202 members 
Mstep: Class 2 contains 100956 members 
Entering Unmasked Estep 
Score: -22588210.000000 Penalty: 3962.322266
	Iteration 113Q: 3 clusters Score -2.258821e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96149 members 
Mstep: Class 2 contains 101009 members 
Entering Unmasked Estep 
Score: -22588148.000000 Penalty: 3962.322266
	Iteration 114Q: 3 clusters Score -2.258815e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96081 members 
Mstep: Class 2 contains 101077 members 
Entering Unmasked Estep 
Score: -22588118.000000 Penalty: 3962.322266
	Iteration 115Q: 3 clusters Score -2.258812e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96055 members 
Mstep: Class 2 contains 101103 members 
Entering Unmasked Estep 
Score: -22588146.000000 Penalty: 3962.322266
	Iteration 116Q: 3 clusters Score -2.258815e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96026 members 
Mstep: Class 2 contains 101132 members 
Entering Unmasked Estep 
Score: -22588132.000000 Penalty: 3962.322266
	Iteration 117Q: 3 clusters Score -2.258813e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95995 members 
Mstep: Class 2 contains 101163 members 
Entering Unmasked Estep 
Score: -22588122.000000 Penalty: 3962.322266
	Iteration 118Q: 3 clusters Score -2.258812e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95960 members 
Mstep: Class 2 contains 101198 members 
Entering Unmasked Estep 
Score: -22588120.000000 Penalty: 3962.322266
	Iteration 119Q: 3 clusters Score -2.258812e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95917 members 
Mstep: Class 2 contains 101241 members 
Entering Unmasked Estep 
Score: -22588146.000000 Penalty: 3962.322266
	Iteration 120F: 3 clusters Score -2.258815e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95835 members 
Mstep: Class 2 contains 101323 members 
Entering Unmasked Estep 
Score: -22588114.000000 Penalty: 3962.322266
	Iteration 121Q: 3 clusters Score -2.258811e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95738 members 
Mstep: Class 2 contains 101420 members 
Entering Unmasked Estep 
Score: -22588096.000000 Penalty: 3962.322266
	Iteration 122Q: 3 clusters Score -2.25881e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95651 members 
Mstep: Class 2 contains 101507 members 
Entering Unmasked Estep 
Score: -22588088.000000 Penalty: 3962.322266
	Iteration 123Q: 3 clusters Score -2.258809e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95574 members 
Mstep: Class 2 contains 101584 members 
Entering Unmasked Estep 
Score: -22588062.000000 Penalty: 3962.322266
	Iteration 124Q: 3 clusters Score -2.258806e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95488 members 
Mstep: Class 2 contains 101670 members 
Entering Unmasked Estep 
Score: -22588092.000000 Penalty: 3962.322266
	Iteration 125Q: 3 clusters Score -2.258809e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95405 members 
Mstep: Class 2 contains 101753 members 
Entering Unmasked Estep 
Score: -22588040.000000 Penalty: 3962.322266
	Iteration 126Q: 3 clusters Score -2.258804e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95324 members 
Mstep: Class 2 contains 101834 members 
Entering Unmasked Estep 
Score: -22588040.000000 Penalty: 3962.322266
	Iteration 127Q: 3 clusters Score -2.258804e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95232 members 
Mstep: Class 2 contains 101926 members 
Entering Unmasked Estep 
Score: -22588038.000000 Penalty: 3962.322266
	Iteration 128Q: 3 clusters Score -2.258804e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95153 members 
Mstep: Class 2 contains 102005 members 
Entering Unmasked Estep 
Score: -22588030.000000 Penalty: 3962.322266
	Iteration 129Q: 3 clusters Score -2.258803e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95075 members 
Mstep: Class 2 contains 102083 members 
Entering Unmasked Estep 
Score: -22588022.000000 Penalty: 3962.322266
	Iteration 130Q: 3 clusters Score -2.258802e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95002 members 
Mstep: Class 2 contains 102156 members 
Entering Unmasked Estep 
Score: -22588024.000000 Penalty: 3962.322266
	Iteration 131Q: 3 clusters Score -2.258802e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94912 members 
Mstep: Class 2 contains 102246 members 
Entering Unmasked Estep 
Score: -22588028.000000 Penalty: 3962.322266
	Iteration 132Q: 3 clusters Score -2.258803e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94812 members 
Mstep: Class 2 contains 102346 members 
Entering Unmasked Estep 
Score: -22588036.000000 Penalty: 3962.322266
	Iteration 133Q: 3 clusters Score -2.258804e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94719 members 
Mstep: Class 2 contains 102439 members 
Entering Unmasked Estep 
Score: -22588004.000000 Penalty: 3962.322266
	Iteration 134Q: 3 clusters Score -2.2588e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94625 members 
Mstep: Class 2 contains 102533 members 
Entering Unmasked Estep 
Score: -22587940.000000 Penalty: 3962.322266
	Iteration 135Q: 3 clusters Score -2.258794e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94536 members 
Mstep: Class 2 contains 102622 members 
Entering Unmasked Estep 
Score: -22587972.000000 Penalty: 3962.322266
	Iteration 136Q: 3 clusters Score -2.258797e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94463 members 
Mstep: Class 2 contains 102695 members 
Entering Unmasked Estep 
Score: -22587966.000000 Penalty: 3962.322266
	Iteration 137Q: 3 clusters Score -2.258797e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94403 members 
Mstep: Class 2 contains 102755 members 
Entering Unmasked Estep 
Score: -22587954.000000 Penalty: 3962.322266
	Iteration 138Q: 3 clusters Score -2.258795e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94345 members 
Mstep: Class 2 contains 102813 members 
Entering Unmasked Estep 
Score: -22587974.000000 Penalty: 3962.322266
	Iteration 139Q: 3 clusters Score -2.258797e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94279 members 
Mstep: Class 2 contains 102879 members 
Entering Unmasked Estep 
Score: -22587966.000000 Penalty: 3962.322266
	Iteration 140F: 3 clusters Score -2.258797e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94206 members 
Mstep: Class 2 contains 102952 members 
Entering Unmasked Estep 
Score: -22587924.000000 Penalty: 3962.322266
	Iteration 141Q: 3 clusters Score -2.258792e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94131 members 
Mstep: Class 2 contains 103027 members 
Entering Unmasked Estep 
Score: -22587932.000000 Penalty: 3962.322266
	Iteration 142Q: 3 clusters Score -2.258793e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94060 members 
Mstep: Class 2 contains 103098 members 
Entering Unmasked Estep 
Score: -22587898.000000 Penalty: 3962.322266
	Iteration 143Q: 3 clusters Score -2.25879e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93983 members 
Mstep: Class 2 contains 103175 members 
Entering Unmasked Estep 
Score: -22587850.000000 Penalty: 3962.322266
	Iteration 144Q: 3 clusters Score -2.258785e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93917 members 
Mstep: Class 2 contains 103241 members 
Entering Unmasked Estep 
Score: -22587854.000000 Penalty: 3962.322266
	Iteration 145Q: 3 clusters Score -2.258785e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93865 members 
Mstep: Class 2 contains 103293 members 
Entering Unmasked Estep 
Score: -22587828.000000 Penalty: 3962.322266
	Iteration 146Q: 3 clusters Score -2.258783e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93830 members 
Mstep: Class 2 contains 103328 members 
Entering Unmasked Estep 
Score: -22587804.000000 Penalty: 3962.322266
	Iteration 147Q: 3 clusters Score -2.25878e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93782 members 
Mstep: Class 2 contains 103376 members 
Entering Unmasked Estep 
Score: -22587780.000000 Penalty: 3962.322266
	Iteration 148Q: 3 clusters Score -2.258778e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93742 members 
Mstep: Class 2 contains 103416 members 
Entering Unmasked Estep 
Score: -22587748.000000 Penalty: 3962.322266
	Iteration 149Q: 3 clusters Score -2.258775e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93718 members 
Mstep: Class 2 contains 103440 members 
Entering Unmasked Estep 
Score: -22587782.000000 Penalty: 3962.322266
	Iteration 150Q: 3 clusters Score -2.258778e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93700 members 
Mstep: Class 2 contains 103458 members 
Entering Unmasked Estep 
Score: -22587772.000000 Penalty: 3962.322266
	Iteration 151Q: 3 clusters Score -2.258777e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93683 members 
Mstep: Class 2 contains 103475 members 
Entering Unmasked Estep 
Score: -22587776.000000 Penalty: 3962.322266
	Iteration 152Q: 3 clusters Score -2.258778e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93673 members 
Mstep: Class 2 contains 103485 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2.258778e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93664 members 
Mstep: Class 2 contains 103494 members 
Entering Unmasked Estep 
Score: -22587768.000000 Penalty: 3962.322266
	Iteration 154Q: 3 clusters Score -2.258777e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93657 members 
Mstep: Class 2 contains 103501 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2.25878e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93644 members 
Mstep: Class 2 contains 103514 members 
Entering Unmasked Estep 
Score: -22587816.000000 Penalty: 3962.322266
	Iteration 156Q: 3 clusters Score -2.258782e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93633 members 
Mstep: Class 2 contains 103525 members 
Entering Unmasked Estep 
Score: -22587820.000000 Penalty: 3962.322266
	Iteration 157Q: 3 clusters Score -2.258782e+07 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93614 members 
Mstep: Class 2 contains 103544 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2.258778e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93593 members 
Mstep: Class 2 contains 103565 members 
Entering Unmasked Estep 
Score: -22587778.000000 Penalty: 3962.322266
	Iteration 159Q: 3 clusters Score -2.258778e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93574 members 
Mstep: Class 2 contains 103584 members 
Entering Unmasked Estep 
Score: -22587772.000000 Penalty: 3962.322266
	Iteration 160F: 3 clusters Score -2.258777e+07 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93561 members 
Mstep: Class 2 contains 103597 members 
Entering Unmasked Estep 
Score: -22587794.000000 Penalty: 3962.322266
	Iteration 161Q: 3 clusters Score -2.258779e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93548 members 
Mstep: Class 2 contains 103610 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2.258777e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93541 members 
Mstep: Class 2 contains 103617 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -2.258777e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93540 members 
Mstep: Class 2 contains 103618 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -2.258778e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93537 members 
Mstep: Class 2 contains 103621 members 
Entering Unmasked Estep 
Score: -22587790.000000 Penalty: 3962.322266
	Iteration 165Q: 3 clusters Score -2.258779e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93532 members 
Mstep: Class 2 contains 103626 members 
Entering Unmasked Estep 
Score: -22587800.000000 Penalty: 3962.322266
	Iteration 166Q: 3 clusters Score -2.25878e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93520 members 
Mstep: Class 2 contains 103638 members 
Entering Unmasked Estep 
Score: -22587786.000000 Penalty: 3962.322266
	Iteration 167Q: 3 clusters Score -2.258779e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93512 members 
Mstep: Class 2 contains 103646 members 
Entering Unmasked Estep 
Score: -22587782.000000 Penalty: 3962.322266
	Iteration 168Q: 3 clusters Score -2.258778e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93513 members 
Mstep: Class 2 contains 103645 members 
Entering Unmasked Estep 
Score: -22587768.000000 Penalty: 3962.322266
	Iteration 169Q: 3 clusters Score -2.258777e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93516 members 
Mstep: Class 2 contains 103642 members 
Entering Unmasked Estep 
Score: -22587762.000000 Penalty: 3962.322266
	Iteration 170Q: 3 clusters Score -2.258776e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93522 members 
Mstep: Class 2 contains 103636 members 
Entering Unmasked Estep 
Score: -22587768.000000 Penalty: 3962.322266
	Iteration 171Q: 3 clusters Score -2.258777e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93531 members 
Mstep: Class 2 contains 103627 members 
Entering Unmasked Estep 
Score: -22587758.000000 Penalty: 3962.322266
	Iteration 172Q: 3 clusters Score -2.258776e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93533 members 
Mstep: Class 2 contains 103625 members 
Entering Unmasked Estep 
Score: -22587750.000000 Penalty: 3962.322266
	Iteration 173Q: 3 clusters Score -2.258775e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93529 members 
Mstep: Class 2 contains 103629 members 
Entering Unmasked Estep 
Score: -22587742.000000 Penalty: 3962.322266
	Iteration 174Q: 3 clusters Score -2.258774e+07 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93529 members 
Mstep: Class 2 contains 103629 members 
Entering Unmasked Estep 
Score: -22587746.000000 Penalty: 3962.322266
	Iteration 175Q: 3 clusters Score -2.258775e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93536 members 
Mstep: Class 2 contains 103622 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -2.258774e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93538 members 
Mstep: Class 2 contains 103620 members 
Entering Unmasked Estep 
Score: -22587734.000000 Penalty: 3962.322266
	Iteration 177Q: 3 clusters Score -2.258773e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93546 members 
Mstep: Class 2 contains 103612 members 
Entering Unmasked Estep 
Score: -22587742.000000 Penalty: 3962.322266
	Iteration 178Q: 3 clusters Score -2.258774e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93555 members 
Mstep: Class 2 contains 103603 members 
Entering Unmasked Estep 
Score: -22587720.000000 Penalty: 3962.322266
	Iteration 179Q: 3 clusters Score -2.258772e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93576 members 
Mstep: Class 2 contains 103582 members 
Entering Unmasked Estep 
Score: -22587722.000000 Penalty: 3962.322266
	Iteration 180F: 3 clusters Score -2.258772e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93578 members 
Mstep: Class 2 contains 103580 members 
Entering Unmasked Estep 
Score: -22587736.000000 Penalty: 3962.322266
	Iteration 181Q: 3 clusters Score -2.258774e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93585 members 
Mstep: Class 2 contains 103573 members 
Entering Unmasked Estep 
Score: -22587738.000000 Penalty: 3962.322266
	Iteration 182Q: 3 clusters Score -2.258774e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93588 members 
Mstep: Class 2 contains 103570 members 
Entering Unmasked Estep 
Score: -22587724.000000 Penalty: 3962.322266
	Iteration 183Q: 3 clusters Score -2.258772e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93595 members 
Mstep: Class 2 contains 103563 members 
Entering Unmasked Estep 
Score: -22587740.000000 Penalty: 3962.322266
	Iteration 184Q: 3 clusters Score -2.258774e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93600 members 
Mstep: Class 2 contains 103558 members 
Entering Unmasked Estep 
Score: -22587728.000000 Penalty: 3962.322266
	Iteration 185Q: 3 clusters Score -2.258773e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93606 members 
Mstep: Class 2 contains 103552 members 
Entering Unmasked Estep 
Score: -22587728.000000 Penalty: 3962.322266
	Iteration 186Q: 3 clusters Score -2.258773e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93610 members 
Mstep: Class 2 contains 103548 members 
Entering Unmasked Estep 
Score: -22587748.000000 Penalty: 3962.322266
	Iteration 187Q: 3 clusters Score -2.258775e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93607 members 
Mstep: Class 2 contains 103551 members 
Entering Unmasked Estep 
Score: -22587740.000000 Penalty: 3962.322266
	Iteration 188Q: 3 clusters Score -2.258774e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93602 members 
Mstep: Class 2 contains 103556 members 
Entering Unmasked Estep 
Score: -22587728.000000 Penalty: 3962.322266
	Iteration 189Q: 3 clusters Score -2.258773e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93604 members 
Mstep: Class 2 contains 103554 members 
Entering Unmasked Estep 
Score: -22587722.000000 Penalty: 3962.322266
	Iteration 190Q: 3 clusters Score -2.258772e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93603 members 
Mstep: Class 2 contains 103555 members 
Entering Unmasked Estep 
Score: -22587732.000000 Penalty: 3962.322266
	Iteration 191Q: 3 clusters Score -2.258773e+07 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 2 contains 103558 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -2.258773e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93599 members 
Mstep: Class 2 contains 103559 members 
Entering Unmasked Estep 
Score: -22587728.000000 Penalty: 3962.322266
	Iteration 193Q: 3 clusters Score -2.258773e+07 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -2.258773e+07 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 2 contains 103558 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -2.258775e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93596 members 
Mstep: Class 2 contains 103562 members 
Entering Unmasked Estep 
Score: -22587726.000000 Penalty: 3962.322266
	Iteration 196Q: 3 clusters Score -2.258773e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93591 members 
Mstep: Class 2 contains 103567 members 
Entering Unmasked Estep 
Score: -22587714.000000 Penalty: 3962.322266
	Iteration 197Q: 3 clusters Score -2.258771e+07 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93585 members 
Mstep: Class 2 contains 103573 members 
Entering Unmasked Estep 
Score: -22587688.000000 Penalty: 3962.322266
	Iteration 198Q: 3 clusters Score -2.258769e+07 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 2 contains 103569 members 
Entering Unmasked Estep 
Score: -22587694.000000 Penalty: 3962.322266
	Iteration 199Q: 3 clusters Score -2.258769e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93592 members 
Mstep: Class 2 contains 103566 members 
Entering Unmasked Estep 
Score: -22587688.000000 Penalty: 3962.322266
	Iteration 200F: 3 clusters Score -2.258769e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93598 members 
Mstep: Class 2 contains 103560 members 
Entering Unmasked Estep 
Score: -22587708.000000 Penalty: 3962.322266
	Iteration 201Q: 3 clusters Score -2.258771e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93603 members 
Mstep: Class 2 contains 103555 members 
Entering Unmasked Estep 
Score: -22587706.000000 Penalty: 3962.322266
	Iteration 202Q: 3 clusters Score -2.258771e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 103554 members 
Entering Unmasked Estep 
Score: -22587716.000000 Penalty: 3962.322266
	Iteration 203Q: 3 clusters Score -2.258772e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93608 members 
Mstep: Class 2 contains 103550 members 
Entering Unmasked Estep 
Score: -22587714.000000 Penalty: 3962.322266
	Iteration 204Q: 3 clusters Score -2.258771e+07 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93613 members 
Mstep: Class 2 contains 103545 members 
Entering Unmasked Estep 
Score: -22587736.000000 Penalty: 3962.322266
	Iteration 205Q: 3 clusters Score -2.258774e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93617 members 
Mstep: Class 2 contains 103541 members 
Entering Unmasked Estep 
Score: -22587708.000000 Penalty: 3962.322266
	Iteration 206Q: 3 clusters Score -2.258771e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93622 members 
Mstep: Class 2 contains 103536 members 
Entering Unmasked Estep 
Score: -22587728.000000 Penalty: 3962.322266
	Iteration 207Q: 3 clusters Score -2.258773e+07 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93627 members 
Mstep: Class 2 contains 103531 members 
Entering Unmasked Estep 
Score: -22587726.000000 Penalty: 3962.322266
	Iteration 208Q: 3 clusters Score -2.258773e+07 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93633 members 
Mstep: Class 2 contains 103525 members 
Entering Unmasked Estep 
Score: -22587734.000000 Penalty: 3962.322266
	Iteration 209Q: 3 clusters Score -2.258773e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93642 members 
Mstep: Class 2 contains 103516 members 
Entering Unmasked Estep 
Score: -22587726.000000 Penalty: 3962.322266
	Iteration 210Q: 3 clusters Score -2.258773e+07 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93644 members 
Mstep: Class 2 contains 103514 members 
Entering Unmasked Estep 
Score: -22587728.000000 Penalty: 3962.322266
	Iteration 211Q: 3 clusters Score -2.258773e+07 nChanged 13
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -22587742.000000 Penalty: 3962.322266
	Iteration 212Q: 3 clusters Score -2.258774e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 103512 members 
Entering Unmasked Estep 
Score: -22587726.000000 Penalty: 3962.322266
	Iteration 213Q: 3 clusters Score -2.258773e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 103512 members 
Entering Unmasked Estep 
Score: -22587716.000000 Penalty: 3962.322266
	Iteration 214Q: 3 clusters Score -2.258772e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 103511 members 
Entering Unmasked Estep 
Score: -22587718.000000 Penalty: 3962.322266
	Iteration 215Q: 3 clusters Score -2.258772e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 103508 members 
Entering Unmasked Estep 
Score: -22587710.000000 Penalty: 3962.322266
	Iteration 216Q: 3 clusters Score -2.258771e+07 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 2 contains 103508 members 
Entering Unmasked Estep 
Score: -22587692.000000 Penalty: 3962.322266
	Iteration 217Q: 3 clusters Score -2.258769e+07 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 2 contains 103506 members 
Entering Unmasked Estep 
Score: -22587686.000000 Penalty: 3962.322266
	Iteration 218Q: 3 clusters Score -2.258769e+07 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 2 contains 103504 members 
Entering Unmasked Estep 
Score: -22587692.000000 Penalty: 3962.322266
	Iteration 219Q: 3 clusters Score -2.258769e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93656 members 
Mstep: Class 2 contains 103502 members 
Entering Unmasked Estep 
Score: -22587684.000000 Penalty: 3962.322266
	Iteration 220F: 3 clusters Score -2.258768e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93659 members 
Mstep: Class 2 contains 103499 members 
Entering Unmasked Estep 
Score: -22587682.000000 Penalty: 3962.322266
	Iteration 221Q: 3 clusters Score -2.258768e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93664 members 
Mstep: Class 2 contains 103494 members 
Entering Unmasked Estep 
Score: -22587692.000000 Penalty: 3962.322266
	Iteration 222Q: 3 clusters Score -2.258769e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93667 members 
Mstep: Class 2 contains 103491 members 
Entering Unmasked Estep 
Score: -22587684.000000 Penalty: 3962.322266
	Iteration 223Q: 3 clusters Score -2.258768e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93670 members 
Mstep: Class 2 contains 103488 members 
Entering Unmasked Estep 
Score: -22587698.000000 Penalty: 3962.322266
	Iteration 224Q: 3 clusters Score -2.25877e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93677 members 
Mstep: Class 2 contains 103481 members 
Entering Unmasked Estep 
Score: -22587704.000000 Penalty: 3962.322266
	Iteration 225Q: 3 clusters Score -2.25877e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93685 members 
Mstep: Class 2 contains 103473 members 
Entering Unmasked Estep 
Score: -22587692.000000 Penalty: 3962.322266
	Iteration 226Q: 3 clusters Score -2.258769e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93691 members 
Mstep: Class 2 contains 103467 members 
Entering Unmasked Estep 
Score: -22587696.000000 Penalty: 3962.322266
	Iteration 227Q: 3 clusters Score -2.25877e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93693 members 
Mstep: Class 2 contains 103465 members 
Entering Unmasked Estep 
Score: -22587684.000000 Penalty: 3962.322266
	Iteration 228Q: 3 clusters Score -2.258768e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93691 members 
Mstep: Class 2 contains 103467 members 
Entering Unmasked Estep 
Score: -22587686.000000 Penalty: 3962.322266
	Iteration 229Q: 3 clusters Score -2.258769e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93692 members 
Mstep: Class 2 contains 103466 members 
Entering Unmasked Estep 
Score: -22587690.000000 Penalty: 3962.322266
	Iteration 230Q: 3 clusters Score -2.258769e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93690 members 
Mstep: Class 2 contains 103468 members 
Entering Unmasked Estep 
Score: -22587692.000000 Penalty: 3962.322266
	Iteration 231Q: 3 clusters Score -2.258769e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93690 members 
Mstep: Class 2 contains 103468 members 
Entering Unmasked Estep 
Score: -22587696.000000 Penalty: 3962.322266
	Iteration 232Q: 3 clusters Score -2.25877e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93690 members 
Mstep: Class 2 contains 103468 members 
Entering Unmasked Estep 
Score: -22587706.000000 Penalty: 3962.322266
	Iteration 233Q: 3 clusters Score -2.258771e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93689 members 
Mstep: Class 2 contains 103469 members 
Entering Unmasked Estep 
Score: -22587712.000000 Penalty: 3962.322266
	Iteration 234Q: 3 clusters Score -2.258771e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93688 members 
Mstep: Class 2 contains 103470 members 
Entering Unmasked Estep 
Score: -22587730.000000 Penalty: 3962.322266
	Iteration 235Q: 3 clusters Score -2.258773e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93688 members 
Mstep: Class 2 contains 103470 members 
Entering Unmasked Estep 
Score: -22587726.000000 Penalty: 3962.322266
	Iteration 236Q: 3 clusters Score -2.258773e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93696 members 
Mstep: Class 2 contains 103462 members 
Entering Unmasked Estep 
Score: -22587700.000000 Penalty: 3962.322266
	Iteration 237Q: 3 clusters Score -2.25877e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93706 members 
Mstep: Class 2 contains 103452 members 
Entering Unmasked Estep 
Score: -22587714.000000 Penalty: 3962.322266
	Iteration 238Q: 3 clusters Score -2.258771e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93713 members 
Mstep: Class 2 contains 103445 members 
Entering Unmasked Estep 
Score: -22587710.000000 Penalty: 3962.322266
	Iteration 239Q: 3 clusters Score -2.258771e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93721 members 
Mstep: Class 2 contains 103437 members 
Entering Unmasked Estep 
Score: -22587702.000000 Penalty: 3962.322266
	Iteration 240F: 3 clusters Score -2.25877e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93724 members 
Mstep: Class 2 contains 103434 members 
Entering Unmasked Estep 
Score: -22587702.000000 Penalty: 3962.322266
	Iteration 241Q: 3 clusters Score -2.25877e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93726 members 
Mstep: Class 2 contains 103432 members 
Entering Unmasked Estep 
Score: -22587702.000000 Penalty: 3962.322266
	Iteration 242Q: 3 clusters Score -2.25877e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93727 members 
Mstep: Class 2 contains 103431 members 
Entering Unmasked Estep 
Score: -22587694.000000 Penalty: 3962.322266
	Iteration 243Q: 3 clusters Score -2.258769e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93727 members 
Mstep: Class 2 contains 103431 members 
Entering Unmasked Estep 
Score: -22587694.000000 Penalty: 3962.322266
	Iteration 244F: 3 clusters Score -2.258769e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (84768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84768 members 
Entering Unmasked Estep 
Score: -10087607.000000 Penalty: 1843.996948
	Iteration 0F: 2 clusters Score -1.008761e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42371 members 
Mstep: Class 2 contains 42397 members 
Entering Unmasked Estep 
Score: -10031261.000000 Penalty: 3687.993896
	Iteration 0F: 3 clusters Score -1.003126e+07 nChanged 40375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42282 members 
Mstep: Class 2 contains 42486 members 
Entering Unmasked Estep 
Score: -10054686.000000 Penalty: 3687.993896
	Iteration 1F: 3 clusters Score -1.005469e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42416 members 
Mstep: Class 2 contains 42352 members 
Entering Unmasked Estep 
Score: -10055534.000000 Penalty: 3687.993896
	Iteration 2Q: 3 clusters Score -1.005553e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42602 members 
Mstep: Class 2 contains 42166 members 
Entering Unmasked Estep 
Score: -10056788.000000 Penalty: 3687.993896
	Iteration 3Q: 3 clusters Score -1.005679e+07 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42963 members 
Mstep: Class 2 contains 41805 members 
Entering Unmasked Estep 
Score: -10058519.000000 Penalty: 3687.993896
	Iteration 4Q: 3 clusters Score -1.005852e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43623 members 
Mstep: Class 2 contains 41145 members 
Entering Unmasked Estep 
Score: -10061069.000000 Penalty: 3687.993896
	Iteration 5F: 3 clusters Score -1.006107e+07 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 40167 members 
Entering Unmasked Estep 
Score: -10064833.000000 Penalty: 3687.993896
	Iteration 6F: 3 clusters Score -1.006483e+07 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45761 members 
Mstep: Class 2 contains 39007 members 
Entering Unmasked Estep 
Score: -10069479.000000 Penalty: 3687.993896
	Iteration 7F: 3 clusters Score -1.006948e+07 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46750 members 
Mstep: Class 2 contains 38018 members 
Entering Unmasked Estep 
Score: -10073847.000000 Penalty: 3687.993896
	Iteration 8F: 3 clusters Score -1.007385e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47433 members 
Mstep: Class 2 contains 37335 members 
Entering Unmasked Estep 
Score: -10076242.000000 Penalty: 3687.993896
	Iteration 9F: 3 clusters Score -1.007624e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47953 members 
Mstep: Class 2 contains 36815 members 
Entering Unmasked Estep 
Score: -10077162.000000 Penalty: 3687.993896
	Iteration 10Q: 3 clusters Score -1.007716e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48550 members 
Mstep: Class 2 contains 36218 members 
Entering Unmasked Estep 
Score: -10077600.000000 Penalty: 3687.993896
	Iteration 11Q: 3 clusters Score -1.00776e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49228 members 
Mstep: Class 2 contains 35540 members 
Entering Unmasked Estep 
Score: -10078030.000000 Penalty: 3687.993896
	Iteration 12Q: 3 clusters Score -1.007803e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49995 members 
Mstep: Class 2 contains 34773 members 
Entering Unmasked Estep 
Score: -10078456.000000 Penalty: 3687.993896
	Iteration 13Q: 3 clusters Score -1.007846e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50788 members 
Mstep: Class 2 contains 33980 members 
Entering Unmasked Estep 
Score: -10078836.000000 Penalty: 3687.993896
	Iteration 14Q: 3 clusters Score -1.007884e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51632 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -10079227.000000 Penalty: 3687.993896
	Iteration 15Q: 3 clusters Score -1.007923e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52503 members 
Mstep: Class 2 contains 32265 members 
Entering Unmasked Estep 
Score: -10079727.000000 Penalty: 3687.993896
	Iteration 16Q: 3 clusters Score -1.007973e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53369 members 
Mstep: Class 2 contains 31399 members 
Entering Unmasked Estep 
Score: -10080105.000000 Penalty: 3687.993896
	Iteration 17Q: 3 clusters Score -1.00801e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54287 members 
Mstep: Class 2 contains 30481 members 
Entering Unmasked Estep 
Score: -10080545.000000 Penalty: 3687.993896
	Iteration 18Q: 3 clusters Score -1.008054e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55217 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -10080912.000000 Penalty: 3687.993896
	Iteration 19Q: 3 clusters Score -1.008091e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56136 members 
Mstep: Class 2 contains 28632 members 
Entering Unmasked Estep 
Score: -10081244.000000 Penalty: 3687.993896
	Iteration 20F: 3 clusters Score -1.008124e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57008 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -10081545.000000 Penalty: 3687.993896
	Iteration 21Q: 3 clusters Score -1.008154e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57881 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
Score: -10081753.000000 Penalty: 3687.993896
	Iteration 22Q: 3 clusters Score -1.008175e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58765 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -10081945.000000 Penalty: 3687.993896
	Iteration 23Q: 3 clusters Score -1.008194e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59600 members 
Mstep: Class 2 contains 25168 members 
Entering Unmasked Estep 
Score: -10082149.000000 Penalty: 3687.993896
	Iteration 24Q: 3 clusters Score -1.008215e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60453 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -10082341.000000 Penalty: 3687.993896
	Iteration 25Q: 3 clusters Score -1.008234e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61321 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -10082543.000000 Penalty: 3687.993896
	Iteration 26Q: 3 clusters Score -1.008254e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62155 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -10082723.000000 Penalty: 3687.993896
	Iteration 27Q: 3 clusters Score -1.008272e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62939 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -10082906.000000 Penalty: 3687.993896
	Iteration 28Q: 3 clusters Score -1.008291e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63701 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -10083098.000000 Penalty: 3687.993896
	Iteration 29Q: 3 clusters Score -1.00831e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64445 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -10083196.000000 Penalty: 3687.993896
	Iteration 30Q: 3 clusters Score -1.00832e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65194 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -10083361.000000 Penalty: 3687.993896
	Iteration 31Q: 3 clusters Score -1.008336e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65966 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -10083586.000000 Penalty: 3687.993896
	Iteration 32Q: 3 clusters Score -1.008359e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66724 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -10083735.000000 Penalty: 3687.993896
	Iteration 33Q: 3 clusters Score -1.008374e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67509 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -10083878.000000 Penalty: 3687.993896
	Iteration 34Q: 3 clusters Score -1.008388e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68245 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -10084014.000000 Penalty: 3687.993896
	Iteration 35Q: 3 clusters Score -1.008401e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68976 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -10084190.000000 Penalty: 3687.993896
	Iteration 36Q: 3 clusters Score -1.008419e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69686 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -10084297.000000 Penalty: 3687.993896
	Iteration 37Q: 3 clusters Score -1.00843e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70388 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -10084464.000000 Penalty: 3687.993896
	Iteration 38Q: 3 clusters Score -1.008446e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71021 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -10084539.000000 Penalty: 3687.993896
	Iteration 39Q: 3 clusters Score -1.008454e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71616 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -10084641.000000 Penalty: 3687.993896
	Iteration 40F: 3 clusters Score -1.008464e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72208 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -10084728.000000 Penalty: 3687.993896
	Iteration 41Q: 3 clusters Score -1.008473e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72766 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -10084856.000000 Penalty: 3687.993896
	Iteration 42Q: 3 clusters Score -1.008486e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73356 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -10084972.000000 Penalty: 3687.993896
	Iteration 43Q: 3 clusters Score -1.008497e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73908 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -10085090.000000 Penalty: 3687.993896
	Iteration 44Q: 3 clusters Score -1.008509e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74445 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -10085179.000000 Penalty: 3687.993896
	Iteration 45Q: 3 clusters Score -1.008518e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74974 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -10085263.000000 Penalty: 3687.993896
	Iteration 46Q: 3 clusters Score -1.008526e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75448 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -10085317.000000 Penalty: 3687.993896
	Iteration 47Q: 3 clusters Score -1.008532e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75897 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -10085388.000000 Penalty: 3687.993896
	Iteration 48Q: 3 clusters Score -1.008539e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76365 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -10085500.000000 Penalty: 3687.993896
	Iteration 49Q: 3 clusters Score -1.00855e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76824 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -10085551.000000 Penalty: 3687.993896
	Iteration 50Q: 3 clusters Score -1.008555e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77249 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -10085609.000000 Penalty: 3687.993896
	Iteration 51Q: 3 clusters Score -1.008561e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77641 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -10085697.000000 Penalty: 3687.993896
	Iteration 52Q: 3 clusters Score -1.00857e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78030 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -10085770.000000 Penalty: 3687.993896
	Iteration 53Q: 3 clusters Score -1.008577e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78411 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -10085840.000000 Penalty: 3687.993896
	Iteration 54Q: 3 clusters Score -1.008584e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78762 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -10085970.000000 Penalty: 3687.993896
	Iteration 55Q: 3 clusters Score -1.008597e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79096 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -10086073.000000 Penalty: 3687.993896
	Iteration 56Q: 3 clusters Score -1.008607e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79425 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -10086201.000000 Penalty: 3687.993896
	Iteration 57Q: 3 clusters Score -1.00862e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79734 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -10086320.000000 Penalty: 3687.993896
	Iteration 58Q: 3 clusters Score -1.008632e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80028 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -10086444.000000 Penalty: 3687.993896
	Iteration 59Q: 3 clusters Score -1.008644e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80300 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -10086573.000000 Penalty: 3687.993896
	Iteration 60F: 3 clusters Score -1.008657e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80543 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -10086658.000000 Penalty: 3687.993896
	Iteration 61Q: 3 clusters Score -1.008666e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80762 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -10086731.000000 Penalty: 3687.993896
	Iteration 62Q: 3 clusters Score -1.008673e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80962 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -10086776.000000 Penalty: 3687.993896
	Iteration 63Q: 3 clusters Score -1.008678e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81121 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -10086824.000000 Penalty: 3687.993896
	Iteration 64Q: 3 clusters Score -1.008682e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81275 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -10086855.000000 Penalty: 3687.993896
	Iteration 65Q: 3 clusters Score -1.008686e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81406 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -10086896.000000 Penalty: 3687.993896
	Iteration 66Q: 3 clusters Score -1.00869e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81507 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -10086897.000000 Penalty: 3687.993896
	Iteration 67Q: 3 clusters Score -1.00869e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81603 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -10086903.000000 Penalty: 3687.993896
	Iteration 68Q: 3 clusters Score -1.00869e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81683 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -10086905.000000 Penalty: 3687.993896
	Iteration 69Q: 3 clusters Score -1.00869e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81742 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -10086906.000000 Penalty: 3687.993896
	Iteration 70Q: 3 clusters Score -1.008691e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81791 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -10086911.000000 Penalty: 3687.993896
	Iteration 71Q: 3 clusters Score -1.008691e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81825 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -10086909.000000 Penalty: 3687.993896
	Iteration 72Q: 3 clusters Score -1.008691e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81853 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -10086904.000000 Penalty: 3687.993896
	Iteration 73Q: 3 clusters Score -1.00869e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81887 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -10086898.000000 Penalty: 3687.993896
	Iteration 74Q: 3 clusters Score -1.00869e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81923 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -10086889.000000 Penalty: 3687.993896
	Iteration 75Q: 3 clusters Score -1.008689e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81958 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -10086888.000000 Penalty: 3687.993896
	Iteration 76Q: 3 clusters Score -1.008689e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81986 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -10086901.000000 Penalty: 3687.993896
	Iteration 77Q: 3 clusters Score -1.00869e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82011 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -10086893.000000 Penalty: 3687.993896
	Iteration 78Q: 3 clusters Score -1.008689e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82032 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -10086880.000000 Penalty: 3687.993896
	Iteration 79Q: 3 clusters Score -1.008688e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82057 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -10086899.000000 Penalty: 3687.993896
	Iteration 80F: 3 clusters Score -1.00869e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82078 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -10086893.000000 Penalty: 3687.993896
	Iteration 81Q: 3 clusters Score -1.008689e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82094 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -10086912.000000 Penalty: 3687.993896
	Iteration 82Q: 3 clusters Score -1.008691e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82110 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -10086897.000000 Penalty: 3687.993896
	Iteration 83Q: 3 clusters Score -1.00869e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82128 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -10086896.000000 Penalty: 3687.993896
	Iteration 84Q: 3 clusters Score -1.00869e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82143 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -10086891.000000 Penalty: 3687.993896
	Iteration 85Q: 3 clusters Score -1.008689e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82158 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -10086906.000000 Penalty: 3687.993896
	Iteration 86Q: 3 clusters Score -1.008691e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82169 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -10086894.000000 Penalty: 3687.993896
	Iteration 87Q: 3 clusters Score -1.008689e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82182 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -10086902.000000 Penalty: 3687.993896
	Iteration 88Q: 3 clusters Score -1.00869e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82190 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -10086899.000000 Penalty: 3687.993896
	Iteration 89Q: 3 clusters Score -1.00869e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82199 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -10086902.000000 Penalty: 3687.993896
	Iteration 90Q: 3 clusters Score -1.00869e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82208 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -10086900.000000 Penalty: 3687.993896
	Iteration 91Q: 3 clusters Score -1.00869e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82216 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -10086899.000000 Penalty: 3687.993896
	Iteration 92Q: 3 clusters Score -1.00869e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82217 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -10086906.000000 Penalty: 3687.993896
	Iteration 93Q: 3 clusters Score -1.008691e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82217 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -10086906.000000 Penalty: 3687.993896
	Iteration 94F: 3 clusters Score -1.008691e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Entering Unmasked Estep 
Score: -1324235.875000 Penalty: 1518.342651
	Iteration 0F: 2 clusters Score -1324236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1316116.125000 Penalty: 3036.685303
	Iteration 0F: 3 clusters Score -1316116 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1318845.250000 Penalty: 3036.685303
	Iteration 1F: 3 clusters Score -1318845 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1319191.125000 Penalty: 3036.685303
	Iteration 2F: 3 clusters Score -1319191 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1319598.000000 Penalty: 3036.685303
	Iteration 3F: 3 clusters Score -1319598 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1320118.125000 Penalty: 3036.685303
	Iteration 4F: 3 clusters Score -1320118 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1320719.500000 Penalty: 3036.685303
	Iteration 5F: 3 clusters Score -1320720 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1321354.250000 Penalty: 3036.685303
	Iteration 6F: 3 clusters Score -1321354 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1321922.500000 Penalty: 3036.685303
	Iteration 7F: 3 clusters Score -1321922 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1322355.625000 Penalty: 3036.685303
	Iteration 8Q: 3 clusters Score -1322356 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1322624.375000 Penalty: 3036.685303
	Iteration 9Q: 3 clusters Score -1322624 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1322727.625000 Penalty: 3036.685303
	Iteration 10Q: 3 clusters Score -1322728 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1322774.625000 Penalty: 3036.685303
	Iteration 11Q: 3 clusters Score -1322775 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1322811.000000 Penalty: 3036.685303
	Iteration 12Q: 3 clusters Score -1322811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1322826.250000 Penalty: 3036.685303
	Iteration 13Q: 3 clusters Score -1322826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -1322837.625000 Penalty: 3036.685303
	Iteration 14Q: 3 clusters Score -1322838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -1322850.375000 Penalty: 3036.685303
	Iteration 15Q: 3 clusters Score -1322850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -1322858.500000 Penalty: 3036.685303
	Iteration 16Q: 3 clusters Score -1322858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -1322864.250000 Penalty: 3036.685303
	Iteration 17Q: 3 clusters Score -1322864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -1322865.625000 Penalty: 3036.685303
	Iteration 18Q: 3 clusters Score -1322866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -1322865.625000 Penalty: 3036.685303
	Iteration 19F: 3 clusters Score -1322866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37059 members 
Entering Unmasked Estep 
Score: -4071855.750000 Penalty: 1709.543335
	Iteration 0F: 2 clusters Score -4071856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -4047029.250000 Penalty: 3419.086670
	Iteration 0F: 3 clusters Score -4047029 nChanged 17155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -4056751.750000 Penalty: 3419.086670
	Iteration 1F: 3 clusters Score -4056752 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -4057262.500000 Penalty: 3419.086670
	Iteration 2Q: 3 clusters Score -4057262 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -4057709.500000 Penalty: 3419.086670
	Iteration 3Q: 3 clusters Score -4057710 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -4058174.250000 Penalty: 3419.086670
	Iteration 4Q: 3 clusters Score -4058174 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -4058726.500000 Penalty: 3419.086670
	Iteration 5Q: 3 clusters Score -4058726 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -4059466.750000 Penalty: 3419.086670
	Iteration 6Q: 3 clusters Score -4059467 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -4060341.000000 Penalty: 3419.086670
	Iteration 7F: 3 clusters Score -4060341 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -4061484.000000 Penalty: 3419.086670
	Iteration 8F: 3 clusters Score -4061484 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -4062869.500000 Penalty: 3419.086670
	Iteration 9F: 3 clusters Score -4062870 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -4064263.250000 Penalty: 3419.086670
	Iteration 10F: 3 clusters Score -4064263 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -4065576.500000 Penalty: 3419.086670
	Iteration 11Q: 3 clusters Score -4065576 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30662 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -4066780.750000 Penalty: 3419.086670
	Iteration 12Q: 3 clusters Score -4066781 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31710 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -4067632.000000 Penalty: 3419.086670
	Iteration 13Q: 3 clusters Score -4067632 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32533 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -4068283.250000 Penalty: 3419.086670
	Iteration 14Q: 3 clusters Score -4068283 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33192 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -4068716.000000 Penalty: 3419.086670
	Iteration 15Q: 3 clusters Score -4068716 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -4069016.250000 Penalty: 3419.086670
	Iteration 16Q: 3 clusters Score -4069016 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34197 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -4069267.250000 Penalty: 3419.086670
	Iteration 17Q: 3 clusters Score -4069267 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34604 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -4069477.250000 Penalty: 3419.086670
	Iteration 18Q: 3 clusters Score -4069477 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34934 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -4069642.750000 Penalty: 3419.086670
	Iteration 19Q: 3 clusters Score -4069643 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35203 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -4069764.500000 Penalty: 3419.086670
	Iteration 20F: 3 clusters Score -4069764 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -4069907.250000 Penalty: 3419.086670
	Iteration 21Q: 3 clusters Score -4069907 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35629 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -4070011.750000 Penalty: 3419.086670
	Iteration 22Q: 3 clusters Score -4070012 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35791 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -4070102.250000 Penalty: 3419.086670
	Iteration 23Q: 3 clusters Score -4070102 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35930 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -4070172.750000 Penalty: 3419.086670
	Iteration 24Q: 3 clusters Score -4070173 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -4070251.500000 Penalty: 3419.086670
	Iteration 25Q: 3 clusters Score -4070252 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36127 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -4070307.750000 Penalty: 3419.086670
	Iteration 26Q: 3 clusters Score -4070308 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36186 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -4070343.000000 Penalty: 3419.086670
	Iteration 27Q: 3 clusters Score -4070343 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -4070382.750000 Penalty: 3419.086670
	Iteration 28Q: 3 clusters Score -4070383 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36293 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -4070408.750000 Penalty: 3419.086670
	Iteration 29Q: 3 clusters Score -4070409 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36331 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -4070440.500000 Penalty: 3419.086670
	Iteration 30Q: 3 clusters Score -4070440 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36371 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -4070470.750000 Penalty: 3419.086670
	Iteration 31Q: 3 clusters Score -4070471 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36397 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4070482.500000 Penalty: 3419.086670
	Iteration 32Q: 3 clusters Score -4070482 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36417 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4070500.500000 Penalty: 3419.086670
	Iteration 33Q: 3 clusters Score -4070500 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36431 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -4070514.250000 Penalty: 3419.086670
	Iteration 34Q: 3 clusters Score -4070514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4070520.500000 Penalty: 3419.086670
	Iteration 35Q: 3 clusters Score -4070520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36457 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4070529.250000 Penalty: 3419.086670
	Iteration 36Q: 3 clusters Score -4070529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36464 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4070531.750000 Penalty: 3419.086670
	Iteration 37Q: 3 clusters Score -4070532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -4070536.000000 Penalty: 3419.086670
	Iteration 38Q: 3 clusters Score -4070536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36477 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4070543.250000 Penalty: 3419.086670
	Iteration 39Q: 3 clusters Score -4070543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36484 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -4070546.000000 Penalty: 3419.086670
	Iteration 40F: 3 clusters Score -4070546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36486 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -4070549.750000 Penalty: 3419.086670
	Iteration 41Q: 3 clusters Score -4070550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36488 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -4070550.750000 Penalty: 3419.086670
	Iteration 42Q: 3 clusters Score -4070551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36490 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4070551.250000 Penalty: 3419.086670
	Iteration 43Q: 3 clusters Score -4070551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36491 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -4070552.000000 Penalty: 3419.086670
	Iteration 44Q: 3 clusters Score -4070552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36493 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -4070554.500000 Penalty: 3419.086670
	Iteration 45Q: 3 clusters Score -4070554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4070552.500000 Penalty: 3419.086670
	Iteration 46Q: 3 clusters Score -4070552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4070552.500000 Penalty: 3419.086670
	Iteration 47F: 3 clusters Score -4070552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (88085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88085 members 
Entering Unmasked Estep 
Score: -10009893.000000 Penalty: 1850.234375
	Iteration 0F: 2 clusters Score -1.000989e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44104 members 
Mstep: Class 2 contains 43981 members 
Entering Unmasked Estep 
Score: -9950967.000000 Penalty: 3700.468750
	Iteration 0F: 3 clusters Score -9950967 nChanged 41899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44173 members 
Mstep: Class 2 contains 43912 members 
Entering Unmasked Estep 
Score: -9975229.000000 Penalty: 3700.468750
	Iteration 1F: 3 clusters Score -9975229 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44446 members 
Mstep: Class 2 contains 43639 members 
Entering Unmasked Estep 
Score: -9975886.000000 Penalty: 3700.468750
	Iteration 2Q: 3 clusters Score -9975886 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44840 members 
Mstep: Class 2 contains 43245 members 
Entering Unmasked Estep 
Score: -9976868.000000 Penalty: 3700.468750
	Iteration 3Q: 3 clusters Score -9976868 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45503 members 
Mstep: Class 2 contains 42582 members 
Entering Unmasked Estep 
Score: -9978303.000000 Penalty: 3700.468750
	Iteration 4Q: 3 clusters Score -9978303 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46594 members 
Mstep: Class 2 contains 41491 members 
Entering Unmasked Estep 
Score: -9980533.000000 Penalty: 3700.468750
	Iteration 5Q: 3 clusters Score -9980533 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48243 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -9983577.000000 Penalty: 3700.468750
	Iteration 6F: 3 clusters Score -9983577 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50438 members 
Mstep: Class 2 contains 37647 members 
Entering Unmasked Estep 
Score: -9987011.000000 Penalty: 3700.468750
	Iteration 7F: 3 clusters Score -9987011 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53152 members 
Mstep: Class 2 contains 34933 members 
Entering Unmasked Estep 
Score: -9990652.000000 Penalty: 3700.468750
	Iteration 8F: 3 clusters Score -9990652 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56060 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -9993853.000000 Penalty: 3700.468750
	Iteration 9F: 3 clusters Score -9993853 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59073 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -9996264.000000 Penalty: 3700.468750
	Iteration 10Q: 3 clusters Score -9996264 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62007 members 
Mstep: Class 2 contains 26078 members 
Entering Unmasked Estep 
Score: -9997983.000000 Penalty: 3700.468750
	Iteration 11Q: 3 clusters Score -9997983 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64777 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -9999208.000000 Penalty: 3700.468750
	Iteration 12Q: 3 clusters Score -9999208 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67443 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -10000426.000000 Penalty: 3700.468750
	Iteration 13Q: 3 clusters Score -1.000043e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70023 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -10001627.000000 Penalty: 3700.468750
	Iteration 14Q: 3 clusters Score -1.000163e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72471 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -10002863.000000 Penalty: 3700.468750
	Iteration 15Q: 3 clusters Score -1.000286e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74676 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -10004041.000000 Penalty: 3700.468750
	Iteration 16Q: 3 clusters Score -1.000404e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76694 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -10005095.000000 Penalty: 3700.468750
	Iteration 17Q: 3 clusters Score -1.00051e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78434 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -10006033.000000 Penalty: 3700.468750
	Iteration 18Q: 3 clusters Score -1.000603e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79894 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -10006778.000000 Penalty: 3700.468750
	Iteration 19Q: 3 clusters Score -1.000678e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81078 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -10007329.000000 Penalty: 3700.468750
	Iteration 20F: 3 clusters Score -1.000733e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82025 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -10007753.000000 Penalty: 3700.468750
	Iteration 21Q: 3 clusters Score -1.000775e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82809 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -10008168.000000 Penalty: 3700.468750
	Iteration 22Q: 3 clusters Score -1.000817e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83471 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -10008429.000000 Penalty: 3700.468750
	Iteration 23Q: 3 clusters Score -1.000843e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83983 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -10008643.000000 Penalty: 3700.468750
	Iteration 24Q: 3 clusters Score -1.000864e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84406 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -10008820.000000 Penalty: 3700.468750
	Iteration 25Q: 3 clusters Score -1.000882e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84730 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -10008910.000000 Penalty: 3700.468750
	Iteration 26Q: 3 clusters Score -1.000891e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84996 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -10009002.000000 Penalty: 3700.468750
	Iteration 27Q: 3 clusters Score -1.0009e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85220 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -10009076.000000 Penalty: 3700.468750
	Iteration 28Q: 3 clusters Score -1.000908e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85393 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -10009142.000000 Penalty: 3700.468750
	Iteration 29Q: 3 clusters Score -1.000914e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85532 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -10009170.000000 Penalty: 3700.468750
	Iteration 30Q: 3 clusters Score -1.000917e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85637 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -10009185.000000 Penalty: 3700.468750
	Iteration 31Q: 3 clusters Score -1.000918e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85723 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -10009200.000000 Penalty: 3700.468750
	Iteration 32Q: 3 clusters Score -1.00092e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85789 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -10009227.000000 Penalty: 3700.468750
	Iteration 33Q: 3 clusters Score -1.000923e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85850 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -10009231.000000 Penalty: 3700.468750
	Iteration 34Q: 3 clusters Score -1.000923e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85907 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -10009216.000000 Penalty: 3700.468750
	Iteration 35Q: 3 clusters Score -1.000922e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85949 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -10009230.000000 Penalty: 3700.468750
	Iteration 36Q: 3 clusters Score -1.000923e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85995 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -10009240.000000 Penalty: 3700.468750
	Iteration 37Q: 3 clusters Score -1.000924e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86034 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -10009235.000000 Penalty: 3700.468750
	Iteration 38Q: 3 clusters Score -1.000924e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86064 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -10009250.000000 Penalty: 3700.468750
	Iteration 39Q: 3 clusters Score -1.000925e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86084 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -10009262.000000 Penalty: 3700.468750
	Iteration 40F: 3 clusters Score -1.000926e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86100 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -10009254.000000 Penalty: 3700.468750
	Iteration 41Q: 3 clusters Score -1.000925e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86115 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -10009253.000000 Penalty: 3700.468750
	Iteration 42Q: 3 clusters Score -1.000925e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86129 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -10009260.000000 Penalty: 3700.468750
	Iteration 43Q: 3 clusters Score -1.000926e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86142 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -10009255.000000 Penalty: 3700.468750
	Iteration 44Q: 3 clusters Score -1.000926e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86145 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -10009251.000000 Penalty: 3700.468750
	Iteration 45Q: 3 clusters Score -1.000925e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86149 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -10009252.000000 Penalty: 3700.468750
	Iteration 46Q: 3 clusters Score -1.000925e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86152 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -10009255.000000 Penalty: 3700.468750
	Iteration 47Q: 3 clusters Score -1.000926e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86155 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -10009255.000000 Penalty: 3700.468750
	Iteration 48Q: 3 clusters Score -1.000926e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86159 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -10009252.000000 Penalty: 3700.468750
	Iteration 49Q: 3 clusters Score -1.000925e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86165 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -10009252.000000 Penalty: 3700.468750
	Iteration 50Q: 3 clusters Score -1.000925e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86173 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -10009257.000000 Penalty: 3700.468750
	Iteration 51Q: 3 clusters Score -1.000926e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86181 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -10009265.000000 Penalty: 3700.468750
	Iteration 52Q: 3 clusters Score -1.000926e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86187 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -10009259.000000 Penalty: 3700.468750
	Iteration 53Q: 3 clusters Score -1.000926e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86192 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -10009256.000000 Penalty: 3700.468750
	Iteration 54Q: 3 clusters Score -1.000926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86194 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -10009256.000000 Penalty: 3700.468750
	Iteration 55Q: 3 clusters Score -1.000926e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86198 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -10009259.000000 Penalty: 3700.468750
	Iteration 56Q: 3 clusters Score -1.000926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86201 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -10009265.000000 Penalty: 3700.468750
	Iteration 57Q: 3 clusters Score -1.000926e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86206 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -10009257.000000 Penalty: 3700.468750
	Iteration 58Q: 3 clusters Score -1.000926e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86215 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -10009260.000000 Penalty: 3700.468750
	Iteration 59Q: 3 clusters Score -1.000926e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86221 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -10009263.000000 Penalty: 3700.468750
	Iteration 60F: 3 clusters Score -1.000926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86223 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -10009266.000000 Penalty: 3700.468750
	Iteration 61Q: 3 clusters Score -1.000927e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86224 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -10009257.000000 Penalty: 3700.468750
	Iteration 62Q: 3 clusters Score -1.000926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86226 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -10009254.000000 Penalty: 3700.468750
	Iteration 63Q: 3 clusters Score -1.000925e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86227 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -10009259.000000 Penalty: 3700.468750
	Iteration 64Q: 3 clusters Score -1.000926e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86227 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -10009259.000000 Penalty: 3700.468750
	Iteration 65F: 3 clusters Score -1.000926e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Entering Unmasked Estep 
Score: -1609910.000000 Penalty: 1560.101440
	Iteration 0F: 2 clusters Score -1609910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1599647.000000 Penalty: 3120.202881
	Iteration 0F: 3 clusters Score -1599647 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1603172.375000 Penalty: 3120.202881
	Iteration 1F: 3 clusters Score -1603172 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1603478.125000 Penalty: 3120.202881
	Iteration 2F: 3 clusters Score -1603478 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1603762.625000 Penalty: 3120.202881
	Iteration 3Q: 3 clusters Score -1603763 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1604083.000000 Penalty: 3120.202881
	Iteration 4Q: 3 clusters Score -1604083 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1604449.375000 Penalty: 3120.202881
	Iteration 5Q: 3 clusters Score -1604449 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1604879.000000 Penalty: 3120.202881
	Iteration 6Q: 3 clusters Score -1604879 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1605438.000000 Penalty: 3120.202881
	Iteration 7F: 3 clusters Score -1605438 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1606090.125000 Penalty: 3120.202881
	Iteration 8F: 3 clusters Score -1606090 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1606677.500000 Penalty: 3120.202881
	Iteration 9F: 3 clusters Score -1606678 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1607219.375000 Penalty: 3120.202881
	Iteration 10Q: 3 clusters Score -1607219 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1607657.375000 Penalty: 3120.202881
	Iteration 11Q: 3 clusters Score -1607657 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1607965.000000 Penalty: 3120.202881
	Iteration 12Q: 3 clusters Score -1607965 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1608176.375000 Penalty: 3120.202881
	Iteration 13Q: 3 clusters Score -1608176 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1608320.000000 Penalty: 3120.202881
	Iteration 14Q: 3 clusters Score -1608320 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1608392.750000 Penalty: 3120.202881
	Iteration 15Q: 3 clusters Score -1608393 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1608448.750000 Penalty: 3120.202881
	Iteration 16Q: 3 clusters Score -1608449 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1608479.375000 Penalty: 3120.202881
	Iteration 17Q: 3 clusters Score -1608479 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1608505.625000 Penalty: 3120.202881
	Iteration 18Q: 3 clusters Score -1608506 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1608526.875000 Penalty: 3120.202881
	Iteration 19Q: 3 clusters Score -1608527 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1608537.000000 Penalty: 3120.202881
	Iteration 20F: 3 clusters Score -1608537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1608546.750000 Penalty: 3120.202881
	Iteration 21Q: 3 clusters Score -1608547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1608553.250000 Penalty: 3120.202881
	Iteration 22Q: 3 clusters Score -1608553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1608557.375000 Penalty: 3120.202881
	Iteration 23Q: 3 clusters Score -1608557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1608561.125000 Penalty: 3120.202881
	Iteration 24Q: 3 clusters Score -1608561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1608564.500000 Penalty: 3120.202881
	Iteration 25Q: 3 clusters Score -1608564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1608567.625000 Penalty: 3120.202881
	Iteration 26Q: 3 clusters Score -1608568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1608569.750000 Penalty: 3120.202881
	Iteration 27Q: 3 clusters Score -1608570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1608572.000000 Penalty: 3120.202881
	Iteration 28Q: 3 clusters Score -1608572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1608572.625000 Penalty: 3120.202881
	Iteration 29Q: 3 clusters Score -1608573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1608572.625000 Penalty: 3120.202881
	Iteration 30F: 3 clusters Score -1608573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (37246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37246 members 
Entering Unmasked Estep 
Score: -4234348.000000 Penalty: 1710.361206
	Iteration 0F: 2 clusters Score -4234348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -4209500.000000 Penalty: 3420.722412
	Iteration 0F: 3 clusters Score -4209500 nChanged 17233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -4219063.000000 Penalty: 3420.722412
	Iteration 1F: 3 clusters Score -4219063 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -4219448.500000 Penalty: 3420.722412
	Iteration 2Q: 3 clusters Score -4219448 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -4219811.000000 Penalty: 3420.722412
	Iteration 3Q: 3 clusters Score -4219811 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -4220186.000000 Penalty: 3420.722412
	Iteration 4Q: 3 clusters Score -4220186 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -4220609.500000 Penalty: 3420.722412
	Iteration 5Q: 3 clusters Score -4220610 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -4221162.500000 Penalty: 3420.722412
	Iteration 6Q: 3 clusters Score -4221162 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -4221771.000000 Penalty: 3420.722412
	Iteration 7Q: 3 clusters Score -4221771 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -4222643.000000 Penalty: 3420.722412
	Iteration 8Q: 3 clusters Score -4222643 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -4223877.000000 Penalty: 3420.722412
	Iteration 9F: 3 clusters Score -4223877 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -4225433.000000 Penalty: 3420.722412
	Iteration 10F: 3 clusters Score -4225433 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -4226961.500000 Penalty: 3420.722412
	Iteration 11F: 3 clusters Score -4226962 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -4228044.500000 Penalty: 3420.722412
	Iteration 12Q: 3 clusters Score -4228044 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -4228712.000000 Penalty: 3420.722412
	Iteration 13Q: 3 clusters Score -4228712 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -4229172.500000 Penalty: 3420.722412
	Iteration 14Q: 3 clusters Score -4229172 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -4229588.500000 Penalty: 3420.722412
	Iteration 15Q: 3 clusters Score -4229588 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -4230089.500000 Penalty: 3420.722412
	Iteration 16Q: 3 clusters Score -4230090 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -4230567.500000 Penalty: 3420.722412
	Iteration 17Q: 3 clusters Score -4230568 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 27806 members 
Entering Unmasked Estep 
Score: -4231002.500000 Penalty: 3420.722412
	Iteration 18Q: 3 clusters Score -4231002 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -4231377.000000 Penalty: 3420.722412
	Iteration 19Q: 3 clusters Score -4231377 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -4231638.000000 Penalty: 3420.722412
	Iteration 20F: 3 clusters Score -4231638 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 28951 members 
Entering Unmasked Estep 
Score: -4231806.000000 Penalty: 3420.722412
	Iteration 21Q: 3 clusters Score -4231806 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
Score: -4231908.000000 Penalty: 3420.722412
	Iteration 22Q: 3 clusters Score -4231908 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 29363 members 
Entering Unmasked Estep 
Score: -4231989.500000 Penalty: 3420.722412
	Iteration 23Q: 3 clusters Score -4231990 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 29568 members 
Entering Unmasked Estep 
Score: -4232046.000000 Penalty: 3420.722412
	Iteration 24Q: 3 clusters Score -4232046 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 29747 members 
Entering Unmasked Estep 
Score: -4232091.000000 Penalty: 3420.722412
	Iteration 25Q: 3 clusters Score -4232091 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -4232109.000000 Penalty: 3420.722412
	Iteration 26Q: 3 clusters Score -4232109 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 30066 members 
Entering Unmasked Estep 
Score: -4232149.000000 Penalty: 3420.722412
	Iteration 27Q: 3 clusters Score -4232149 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 30202 members 
Entering Unmasked Estep 
Score: -4232174.000000 Penalty: 3420.722412
	Iteration 28Q: 3 clusters Score -4232174 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 30296 members 
Entering Unmasked Estep 
Score: -4232198.500000 Penalty: 3420.722412
	Iteration 29Q: 3 clusters Score -4232198 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -4232201.000000 Penalty: 3420.722412
	Iteration 30Q: 3 clusters Score -4232201 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 30494 members 
Entering Unmasked Estep 
Score: -4232212.000000 Penalty: 3420.722412
	Iteration 31Q: 3 clusters Score -4232212 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
Score: -4232230.500000 Penalty: 3420.722412
	Iteration 32Q: 3 clusters Score -4232230 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -4232245.000000 Penalty: 3420.722412
	Iteration 33Q: 3 clusters Score -4232245 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -4232266.000000 Penalty: 3420.722412
	Iteration 34Q: 3 clusters Score -4232266 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 30878 members 
Entering Unmasked Estep 
Score: -4232295.500000 Penalty: 3420.722412
	Iteration 35Q: 3 clusters Score -4232296 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -4232302.000000 Penalty: 3420.722412
	Iteration 36Q: 3 clusters Score -4232302 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 31063 members 
Entering Unmasked Estep 
Score: -4232300.000000 Penalty: 3420.722412
	Iteration 37Q: 3 clusters Score -4232300 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -4232322.000000 Penalty: 3420.722412
	Iteration 38Q: 3 clusters Score -4232322 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 31232 members 
Entering Unmasked Estep 
Score: -4232336.500000 Penalty: 3420.722412
	Iteration 39Q: 3 clusters Score -4232336 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 31323 members 
Entering Unmasked Estep 
Score: -4232357.500000 Penalty: 3420.722412
	Iteration 40F: 3 clusters Score -4232358 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 31416 members 
Entering Unmasked Estep 
Score: -4232375.000000 Penalty: 3420.722412
	Iteration 41Q: 3 clusters Score -4232375 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -4232396.500000 Penalty: 3420.722412
	Iteration 42Q: 3 clusters Score -4232396 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 31605 members 
Entering Unmasked Estep 
Score: -4232417.500000 Penalty: 3420.722412
	Iteration 43Q: 3 clusters Score -4232418 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 31709 members 
Entering Unmasked Estep 
Score: -4232430.000000 Penalty: 3420.722412
	Iteration 44Q: 3 clusters Score -4232430 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 31797 members 
Entering Unmasked Estep 
Score: -4232448.000000 Penalty: 3420.722412
	Iteration 45Q: 3 clusters Score -4232448 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 31889 members 
Entering Unmasked Estep 
Score: -4232461.500000 Penalty: 3420.722412
	Iteration 46Q: 3 clusters Score -4232462 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 31979 members 
Entering Unmasked Estep 
Score: -4232491.000000 Penalty: 3420.722412
	Iteration 47Q: 3 clusters Score -4232491 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 32077 members 
Entering Unmasked Estep 
Score: -4232495.000000 Penalty: 3420.722412
	Iteration 48Q: 3 clusters Score -4232495 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 32183 members 
Entering Unmasked Estep 
Score: -4232518.000000 Penalty: 3420.722412
	Iteration 49Q: 3 clusters Score -4232518 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 32280 members 
Entering Unmasked Estep 
Score: -4232530.500000 Penalty: 3420.722412
	Iteration 50Q: 3 clusters Score -4232530 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -4232543.000000 Penalty: 3420.722412
	Iteration 51Q: 3 clusters Score -4232543 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 32484 members 
Entering Unmasked Estep 
Score: -4232556.500000 Penalty: 3420.722412
	Iteration 52Q: 3 clusters Score -4232556 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 32594 members 
Entering Unmasked Estep 
Score: -4232587.500000 Penalty: 3420.722412
	Iteration 53Q: 3 clusters Score -4232588 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 32698 members 
Entering Unmasked Estep 
Score: -4232619.000000 Penalty: 3420.722412
	Iteration 54Q: 3 clusters Score -4232619 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 32799 members 
Entering Unmasked Estep 
Score: -4232622.500000 Penalty: 3420.722412
	Iteration 55Q: 3 clusters Score -4232622 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 32893 members 
Entering Unmasked Estep 
Score: -4232642.000000 Penalty: 3420.722412
	Iteration 56Q: 3 clusters Score -4232642 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 32991 members 
Entering Unmasked Estep 
Score: -4232657.500000 Penalty: 3420.722412
	Iteration 57Q: 3 clusters Score -4232658 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -4232699.500000 Penalty: 3420.722412
	Iteration 58Q: 3 clusters Score -4232700 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 33171 members 
Entering Unmasked Estep 
Score: -4232711.000000 Penalty: 3420.722412
	Iteration 59Q: 3 clusters Score -4232711 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -4232723.000000 Penalty: 3420.722412
	Iteration 60F: 3 clusters Score -4232723 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 33304 members 
Entering Unmasked Estep 
Score: -4232732.500000 Penalty: 3420.722412
	Iteration 61Q: 3 clusters Score -4232732 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 33369 members 
Entering Unmasked Estep 
Score: -4232744.500000 Penalty: 3420.722412
	Iteration 62Q: 3 clusters Score -4232744 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 33428 members 
Entering Unmasked Estep 
Score: -4232745.500000 Penalty: 3420.722412
	Iteration 63Q: 3 clusters Score -4232746 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 33488 members 
Entering Unmasked Estep 
Score: -4232752.000000 Penalty: 3420.722412
	Iteration 64Q: 3 clusters Score -4232752 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 33552 members 
Entering Unmasked Estep 
Score: -4232763.000000 Penalty: 3420.722412
	Iteration 65Q: 3 clusters Score -4232763 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 33610 members 
Entering Unmasked Estep 
Score: -4232766.000000 Penalty: 3420.722412
	Iteration 66Q: 3 clusters Score -4232766 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 33670 members 
Entering Unmasked Estep 
Score: -4232774.500000 Penalty: 3420.722412
	Iteration 67Q: 3 clusters Score -4232774 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 33715 members 
Entering Unmasked Estep 
Score: -4232781.000000 Penalty: 3420.722412
	Iteration 68Q: 3 clusters Score -4232781 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 33755 members 
Entering Unmasked Estep 
Score: -4232785.000000 Penalty: 3420.722412
	Iteration 69Q: 3 clusters Score -4232785 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 33799 members 
Entering Unmasked Estep 
Score: -4232786.500000 Penalty: 3420.722412
	Iteration 70Q: 3 clusters Score -4232786 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 33842 members 
Entering Unmasked Estep 
Score: -4232796.000000 Penalty: 3420.722412
	Iteration 71Q: 3 clusters Score -4232796 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 33877 members 
Entering Unmasked Estep 
Score: -4232810.000000 Penalty: 3420.722412
	Iteration 72Q: 3 clusters Score -4232810 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 33914 members 
Entering Unmasked Estep 
Score: -4232808.000000 Penalty: 3420.722412
	Iteration 73Q: 3 clusters Score -4232808 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 33954 members 
Entering Unmasked Estep 
Score: -4232814.500000 Penalty: 3420.722412
	Iteration 74Q: 3 clusters Score -4232814 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 33987 members 
Entering Unmasked Estep 
Score: -4232818.500000 Penalty: 3420.722412
	Iteration 75Q: 3 clusters Score -4232818 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 34033 members 
Entering Unmasked Estep 
Score: -4232826.000000 Penalty: 3420.722412
	Iteration 76Q: 3 clusters Score -4232826 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -4232832.000000 Penalty: 3420.722412
	Iteration 77Q: 3 clusters Score -4232832 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 34120 members 
Entering Unmasked Estep 
Score: -4232840.000000 Penalty: 3420.722412
	Iteration 78Q: 3 clusters Score -4232840 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 34162 members 
Entering Unmasked Estep 
Score: -4232849.000000 Penalty: 3420.722412
	Iteration 79Q: 3 clusters Score -4232849 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 34203 members 
Entering Unmasked Estep 
Score: -4232855.500000 Penalty: 3420.722412
	Iteration 80F: 3 clusters Score -4232856 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -4232859.000000 Penalty: 3420.722412
	Iteration 81Q: 3 clusters Score -4232859 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 34260 members 
Entering Unmasked Estep 
Score: -4232859.500000 Penalty: 3420.722412
	Iteration 82Q: 3 clusters Score -4232860 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -4232858.000000 Penalty: 3420.722412
	Iteration 83Q: 3 clusters Score -4232858 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 34319 members 
Entering Unmasked Estep 
Score: -4232862.500000 Penalty: 3420.722412
	Iteration 84Q: 3 clusters Score -4232862 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 34352 members 
Entering Unmasked Estep 
Score: -4232884.000000 Penalty: 3420.722412
	Iteration 85Q: 3 clusters Score -4232884 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 34398 members 
Entering Unmasked Estep 
Score: -4232885.500000 Penalty: 3420.722412
	Iteration 86Q: 3 clusters Score -4232886 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 34433 members 
Entering Unmasked Estep 
Score: -4232890.500000 Penalty: 3420.722412
	Iteration 87Q: 3 clusters Score -4232890 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -4232894.000000 Penalty: 3420.722412
	Iteration 88Q: 3 clusters Score -4232894 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 34496 members 
Entering Unmasked Estep 
Score: -4232898.500000 Penalty: 3420.722412
	Iteration 89Q: 3 clusters Score -4232898 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 34520 members 
Entering Unmasked Estep 
Score: -4232905.000000 Penalty: 3420.722412
	Iteration 90Q: 3 clusters Score -4232905 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 34546 members 
Entering Unmasked Estep 
Score: -4232922.500000 Penalty: 3420.722412
	Iteration 91Q: 3 clusters Score -4232922 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
Score: -4232919.000000 Penalty: 3420.722412
	Iteration 92Q: 3 clusters Score -4232919 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -4232926.500000 Penalty: 3420.722412
	Iteration 93Q: 3 clusters Score -4232926 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -4232928.000000 Penalty: 3420.722412
	Iteration 94Q: 3 clusters Score -4232928 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 34645 members 
Entering Unmasked Estep 
Score: -4232939.000000 Penalty: 3420.722412
	Iteration 95Q: 3 clusters Score -4232939 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 34664 members 
Entering Unmasked Estep 
Score: -4232932.500000 Penalty: 3420.722412
	Iteration 96Q: 3 clusters Score -4232932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 34680 members 
Entering Unmasked Estep 
Score: -4232937.000000 Penalty: 3420.722412
	Iteration 97Q: 3 clusters Score -4232937 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 34696 members 
Entering Unmasked Estep 
Score: -4232941.500000 Penalty: 3420.722412
	Iteration 98Q: 3 clusters Score -4232942 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 34717 members 
Entering Unmasked Estep 
Score: -4232946.000000 Penalty: 3420.722412
	Iteration 99Q: 3 clusters Score -4232946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 34736 members 
Entering Unmasked Estep 
Score: -4232948.000000 Penalty: 3420.722412
	Iteration 100F: 3 clusters Score -4232948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -4232956.500000 Penalty: 3420.722412
	Iteration 101Q: 3 clusters Score -4232956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 34764 members 
Entering Unmasked Estep 
Score: -4232944.000000 Penalty: 3420.722412
	Iteration 102Q: 3 clusters Score -4232944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -4232946.500000 Penalty: 3420.722412
	Iteration 103Q: 3 clusters Score -4232946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 34791 members 
Entering Unmasked Estep 
Score: -4232950.500000 Penalty: 3420.722412
	Iteration 104Q: 3 clusters Score -4232950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 34804 members 
Entering Unmasked Estep 
Score: -4232950.000000 Penalty: 3420.722412
	Iteration 105Q: 3 clusters Score -4232950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 34814 members 
Entering Unmasked Estep 
Score: -4232955.500000 Penalty: 3420.722412
	Iteration 106Q: 3 clusters Score -4232956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
Score: -4232958.000000 Penalty: 3420.722412
	Iteration 107Q: 3 clusters Score -4232958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 34825 members 
Entering Unmasked Estep 
Score: -4232957.000000 Penalty: 3420.722412
	Iteration 108Q: 3 clusters Score -4232957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -4232958.000000 Penalty: 3420.722412
	Iteration 109Q: 3 clusters Score -4232958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
Score: -4232952.000000 Penalty: 3420.722412
	Iteration 110Q: 3 clusters Score -4232952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -4232956.000000 Penalty: 3420.722412
	Iteration 111Q: 3 clusters Score -4232956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 34841 members 
Entering Unmasked Estep 
Score: -4232951.500000 Penalty: 3420.722412
	Iteration 112Q: 3 clusters Score -4232952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 34846 members 
Entering Unmasked Estep 
Score: -4232949.500000 Penalty: 3420.722412
	Iteration 113Q: 3 clusters Score -4232950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 34853 members 
Entering Unmasked Estep 
Score: -4232953.000000 Penalty: 3420.722412
	Iteration 114Q: 3 clusters Score -4232953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 34862 members 
Entering Unmasked Estep 
Score: -4232958.000000 Penalty: 3420.722412
	Iteration 115Q: 3 clusters Score -4232958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -4232961.500000 Penalty: 3420.722412
	Iteration 116Q: 3 clusters Score -4232962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -4232956.000000 Penalty: 3420.722412
	Iteration 117Q: 3 clusters Score -4232956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 34887 members 
Entering Unmasked Estep 
Score: -4232962.500000 Penalty: 3420.722412
	Iteration 118Q: 3 clusters Score -4232962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 34904 members 
Entering Unmasked Estep 
Score: -4232961.500000 Penalty: 3420.722412
	Iteration 119Q: 3 clusters Score -4232962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -4232957.000000 Penalty: 3420.722412
	Iteration 120F: 3 clusters Score -4232957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 34923 members 
Entering Unmasked Estep 
Score: -4232959.500000 Penalty: 3420.722412
	Iteration 121Q: 3 clusters Score -4232960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 34934 members 
Entering Unmasked Estep 
Score: -4232956.000000 Penalty: 3420.722412
	Iteration 122Q: 3 clusters Score -4232956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -4232957.000000 Penalty: 3420.722412
	Iteration 123Q: 3 clusters Score -4232957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 34947 members 
Entering Unmasked Estep 
Score: -4232958.000000 Penalty: 3420.722412
	Iteration 124Q: 3 clusters Score -4232958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 34955 members 
Entering Unmasked Estep 
Score: -4232960.500000 Penalty: 3420.722412
	Iteration 125Q: 3 clusters Score -4232960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 34962 members 
Entering Unmasked Estep 
Score: -4232956.000000 Penalty: 3420.722412
	Iteration 126Q: 3 clusters Score -4232956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 34970 members 
Entering Unmasked Estep 
Score: -4232954.500000 Penalty: 3420.722412
	Iteration 127Q: 3 clusters Score -4232954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 34975 members 
Entering Unmasked Estep 
Score: -4232954.000000 Penalty: 3420.722412
	Iteration 128Q: 3 clusters Score -4232954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 34979 members 
Entering Unmasked Estep 
Score: -4232961.000000 Penalty: 3420.722412
	Iteration 129Q: 3 clusters Score -4232961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 34982 members 
Entering Unmasked Estep 
Score: -4232957.500000 Penalty: 3420.722412
	Iteration 130Q: 3 clusters Score -4232958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 34986 members 
Entering Unmasked Estep 
Score: -4232960.500000 Penalty: 3420.722412
	Iteration 131Q: 3 clusters Score -4232960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 34987 members 
Entering Unmasked Estep 
Score: -4232958.000000 Penalty: 3420.722412
	Iteration 132Q: 3 clusters Score -4232958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 34988 members 
Entering Unmasked Estep 
Score: -4232959.000000 Penalty: 3420.722412
	Iteration 133Q: 3 clusters Score -4232959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 34989 members 
Entering Unmasked Estep 
Score: -4232958.000000 Penalty: 3420.722412
	Iteration 134Q: 3 clusters Score -4232958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -4232960.500000 Penalty: 3420.722412
	Iteration 135Q: 3 clusters Score -4232960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -4232961.500000 Penalty: 3420.722412
	Iteration 136Q: 3 clusters Score -4232962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -4232961.500000 Penalty: 3420.722412
	Iteration 137F: 3 clusters Score -4232962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Entering Unmasked Estep 
Score: -1057525.750000 Penalty: 1481.889648
	Iteration 0F: 2 clusters Score -1057526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1050885.500000 Penalty: 2963.779297
	Iteration 0F: 3 clusters Score -1050886 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1053046.000000 Penalty: 2963.779297
	Iteration 1F: 3 clusters Score -1053046 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1053310.000000 Penalty: 2963.779297
	Iteration 2F: 3 clusters Score -1053310 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1053479.500000 Penalty: 2963.779297
	Iteration 3Q: 3 clusters Score -1053480 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1053635.875000 Penalty: 2963.779297
	Iteration 4Q: 3 clusters Score -1053636 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1053820.000000 Penalty: 2963.779297
	Iteration 5Q: 3 clusters Score -1053820 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1054039.125000 Penalty: 2963.779297
	Iteration 6Q: 3 clusters Score -1054039 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1054328.375000 Penalty: 2963.779297
	Iteration 7Q: 3 clusters Score -1054328 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1054717.750000 Penalty: 2963.779297
	Iteration 8F: 3 clusters Score -1054718 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1055189.000000 Penalty: 2963.779297
	Iteration 9F: 3 clusters Score -1055189 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1055568.625000 Penalty: 2963.779297
	Iteration 10F: 3 clusters Score -1055569 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1055822.375000 Penalty: 2963.779297
	Iteration 11Q: 3 clusters Score -1055822 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1056010.875000 Penalty: 2963.779297
	Iteration 12Q: 3 clusters Score -1056011 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1056126.875000 Penalty: 2963.779297
	Iteration 13Q: 3 clusters Score -1056127 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1056231.250000 Penalty: 2963.779297
	Iteration 14Q: 3 clusters Score -1056231 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1056326.250000 Penalty: 2963.779297
	Iteration 15Q: 3 clusters Score -1056326 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1056389.625000 Penalty: 2963.779297
	Iteration 16Q: 3 clusters Score -1056390 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1056431.000000 Penalty: 2963.779297
	Iteration 17Q: 3 clusters Score -1056431 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1056456.750000 Penalty: 2963.779297
	Iteration 18Q: 3 clusters Score -1056457 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1056472.375000 Penalty: 2963.779297
	Iteration 19Q: 3 clusters Score -1056472 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1056479.750000 Penalty: 2963.779297
	Iteration 20F: 3 clusters Score -1056480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1056484.000000 Penalty: 2963.779297
	Iteration 21Q: 3 clusters Score -1056484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1056485.250000 Penalty: 2963.779297
	Iteration 22Q: 3 clusters Score -1056485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1056487.875000 Penalty: 2963.779297
	Iteration 23Q: 3 clusters Score -1056488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1056492.125000 Penalty: 2963.779297
	Iteration 24Q: 3 clusters Score -1056492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1056493.875000 Penalty: 2963.779297
	Iteration 25Q: 3 clusters Score -1056494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1056495.750000 Penalty: 2963.779297
	Iteration 26Q: 3 clusters Score -1056496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1056498.625000 Penalty: 2963.779297
	Iteration 27Q: 3 clusters Score -1056499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1056498.500000 Penalty: 2963.779297
	Iteration 28Q: 3 clusters Score -1056498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1056498.500000 Penalty: 2963.779297
	Iteration 29F: 3 clusters Score -1056498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -9307.406250 Penalty: 840.203674
	Iteration 0F: 2 clusters Score -9307.406 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 95 members 
Entering Unmasked Estep 
Score: -8815.769531 Penalty: 1680.407349
	Iteration 0F: 3 clusters Score -8815.77 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -8950.432617 Penalty: 1680.407349
	Iteration 1F: 3 clusters Score -8950.433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -9012.321289 Penalty: 1680.407349
	Iteration 2F: 3 clusters Score -9012.321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9047.363281 Penalty: 1680.407349
	Iteration 3Q: 3 clusters Score -9047.363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9074.692383 Penalty: 1680.407349
	Iteration 4Q: 3 clusters Score -9074.692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -9074.692383 Penalty: 1680.407349
	Iteration 5F: 3 clusters Score -9074.692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Entering Unmasked Estep 
Score: -29396.558594 Penalty: 957.392151
	Iteration 0F: 2 clusters Score -29396.56 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 182 members 
Entering Unmasked Estep 
Score: -28525.582031 Penalty: 1914.784302
	Iteration 0F: 3 clusters Score -28525.58 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -28693.218750 Penalty: 1914.784302
	Iteration 1F: 3 clusters Score -28693.22 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -28773.167969 Penalty: 1914.784302
	Iteration 2F: 3 clusters Score -28773.17 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -28885.085938 Penalty: 1914.784302
	Iteration 3F: 3 clusters Score -28885.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -28941.162109 Penalty: 1914.784302
	Iteration 4F: 3 clusters Score -28941.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -28969.093750 Penalty: 1914.784302
	Iteration 5Q: 3 clusters Score -28969.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -28969.093750 Penalty: 1914.784302
	Iteration 6F: 3 clusters Score -28969.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Entering Unmasked Estep 
Score: -1008329.562500 Penalty: 1477.377930
	Iteration 0F: 2 clusters Score -1008330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1001874.687500 Penalty: 2954.755859
	Iteration 0F: 3 clusters Score -1001875 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1003862.000000 Penalty: 2954.755859
	Iteration 1F: 3 clusters Score -1003862 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1004044.625000 Penalty: 2954.755859
	Iteration 2F: 3 clusters Score -1004045 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1004185.062500 Penalty: 2954.755859
	Iteration 3Q: 3 clusters Score -1004185 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1004293.250000 Penalty: 2954.755859
	Iteration 4Q: 3 clusters Score -1004293 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1004378.250000 Penalty: 2954.755859
	Iteration 5Q: 3 clusters Score -1004378 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1004441.000000 Penalty: 2954.755859
	Iteration 6Q: 3 clusters Score -1004441 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1004500.125000 Penalty: 2954.755859
	Iteration 7Q: 3 clusters Score -1004500 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1004564.062500 Penalty: 2954.755859
	Iteration 8Q: 3 clusters Score -1004564 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1004646.375000 Penalty: 2954.755859
	Iteration 9Q: 3 clusters Score -1004646 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1004743.875000 Penalty: 2954.755859
	Iteration 10Q: 3 clusters Score -1004744 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1004857.750000 Penalty: 2954.755859
	Iteration 11Q: 3 clusters Score -1004858 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1004981.000000 Penalty: 2954.755859
	Iteration 12Q: 3 clusters Score -1004981 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1005134.875000 Penalty: 2954.755859
	Iteration 13Q: 3 clusters Score -1005135 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1005304.187500 Penalty: 2954.755859
	Iteration 14Q: 3 clusters Score -1005304 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1005499.062500 Penalty: 2954.755859
	Iteration 15Q: 3 clusters Score -1005499 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1005715.312500 Penalty: 2954.755859
	Iteration 16Q: 3 clusters Score -1005715 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1005951.875000 Penalty: 2954.755859
	Iteration 17Q: 3 clusters Score -1005952 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1006154.437500 Penalty: 2954.755859
	Iteration 18Q: 3 clusters Score -1006154 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1006343.875000 Penalty: 2954.755859
	Iteration 19Q: 3 clusters Score -1006344 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1006489.750000 Penalty: 2954.755859
	Iteration 20F: 3 clusters Score -1006490 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1006599.625000 Penalty: 2954.755859
	Iteration 21Q: 3 clusters Score -1006600 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1006683.562500 Penalty: 2954.755859
	Iteration 22Q: 3 clusters Score -1006684 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1006749.000000 Penalty: 2954.755859
	Iteration 23Q: 3 clusters Score -1006749 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1006805.250000 Penalty: 2954.755859
	Iteration 24Q: 3 clusters Score -1006805 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1006859.062500 Penalty: 2954.755859
	Iteration 25Q: 3 clusters Score -1006859 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1006901.375000 Penalty: 2954.755859
	Iteration 26Q: 3 clusters Score -1006901 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1006947.187500 Penalty: 2954.755859
	Iteration 27Q: 3 clusters Score -1006947 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1006975.500000 Penalty: 2954.755859
	Iteration 28Q: 3 clusters Score -1006976 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1007005.562500 Penalty: 2954.755859
	Iteration 29Q: 3 clusters Score -1007006 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1007024.250000 Penalty: 2954.755859
	Iteration 30Q: 3 clusters Score -1007024 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1007038.937500 Penalty: 2954.755859
	Iteration 31Q: 3 clusters Score -1007039 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1007051.250000 Penalty: 2954.755859
	Iteration 32Q: 3 clusters Score -1007051 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1007063.250000 Penalty: 2954.755859
	Iteration 33Q: 3 clusters Score -1007063 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1007073.562500 Penalty: 2954.755859
	Iteration 34Q: 3 clusters Score -1007074 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1007086.125000 Penalty: 2954.755859
	Iteration 35Q: 3 clusters Score -1007086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1007094.375000 Penalty: 2954.755859
	Iteration 36Q: 3 clusters Score -1007094 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1007104.125000 Penalty: 2954.755859
	Iteration 37Q: 3 clusters Score -1007104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1007111.375000 Penalty: 2954.755859
	Iteration 38Q: 3 clusters Score -1007111 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1007118.375000 Penalty: 2954.755859
	Iteration 39Q: 3 clusters Score -1007118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1007121.312500 Penalty: 2954.755859
	Iteration 40F: 3 clusters Score -1007121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1007129.000000 Penalty: 2954.755859
	Iteration 41Q: 3 clusters Score -1007129 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1007137.812500 Penalty: 2954.755859
	Iteration 42Q: 3 clusters Score -1007138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1007141.750000 Penalty: 2954.755859
	Iteration 43Q: 3 clusters Score -1007142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1007144.750000 Penalty: 2954.755859
	Iteration 44Q: 3 clusters Score -1007145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1007145.812500 Penalty: 2954.755859
	Iteration 45Q: 3 clusters Score -1007146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1007149.062500 Penalty: 2954.755859
	Iteration 46Q: 3 clusters Score -1007149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1007149.062500 Penalty: 2954.755859
	Iteration 47F: 3 clusters Score -1007149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Entering Unmasked Estep 
Score: -69239.703125 Penalty: 1064.085571
	Iteration 0F: 2 clusters Score -69239.7 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 372 members 
Entering Unmasked Estep 
Score: -68061.226562 Penalty: 2128.171143
	Iteration 0F: 3 clusters Score -68061.23 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -68462.031250 Penalty: 2128.171143
	Iteration 1F: 3 clusters Score -68462.03 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -68727.804688 Penalty: 2128.171143
	Iteration 2F: 3 clusters Score -68727.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -68838.718750 Penalty: 2128.171143
	Iteration 3F: 3 clusters Score -68838.72 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -68938.898438 Penalty: 2128.171143
	Iteration 4Q: 3 clusters Score -68938.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -68968.210938 Penalty: 2128.171143
	Iteration 5Q: 3 clusters Score -68968.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -68978.492188 Penalty: 2128.171143
	Iteration 6Q: 3 clusters Score -68978.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -68984.492188 Penalty: 2128.171143
	Iteration 7Q: 3 clusters Score -68984.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -68990.656250 Penalty: 2128.171143
	Iteration 8Q: 3 clusters Score -68990.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -68992.414062 Penalty: 2128.171143
	Iteration 9Q: 3 clusters Score -68992.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -68995.343750 Penalty: 2128.171143
	Iteration 10Q: 3 clusters Score -68995.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -68999.484375 Penalty: 2128.171143
	Iteration 11Q: 3 clusters Score -68999.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -69013.343750 Penalty: 2128.171143
	Iteration 12Q: 3 clusters Score -69013.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -69024.281250 Penalty: 2128.171143
	Iteration 13Q: 3 clusters Score -69024.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -69031.093750 Penalty: 2128.171143
	Iteration 14Q: 3 clusters Score -69031.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -69031.695312 Penalty: 2128.171143
	Iteration 15Q: 3 clusters Score -69031.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -69037.000000 Penalty: 2128.171143
	Iteration 16Q: 3 clusters Score -69037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -69037.000000 Penalty: 2128.171143
	Iteration 17F: 3 clusters Score -69037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Entering Unmasked Estep 
Score: -2089327.500000 Penalty: 1602.488403
	Iteration 0F: 2 clusters Score -2089328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -2076176.000000 Penalty: 3204.976807
	Iteration 0F: 3 clusters Score -2076176 nChanged 8558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -2080724.625000 Penalty: 3204.976807
	Iteration 1F: 3 clusters Score -2080725 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -2080986.375000 Penalty: 3204.976807
	Iteration 2Q: 3 clusters Score -2080986 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -2081222.125000 Penalty: 3204.976807
	Iteration 3Q: 3 clusters Score -2081222 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -2081516.625000 Penalty: 3204.976807
	Iteration 4Q: 3 clusters Score -2081517 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -2081877.500000 Penalty: 3204.976807
	Iteration 5Q: 3 clusters Score -2081878 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -2082348.625000 Penalty: 3204.976807
	Iteration 6Q: 3 clusters Score -2082349 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -2083027.500000 Penalty: 3204.976807
	Iteration 7F: 3 clusters Score -2083028 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -2083966.000000 Penalty: 3204.976807
	Iteration 8F: 3 clusters Score -2083966 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -2085036.750000 Penalty: 3204.976807
	Iteration 9F: 3 clusters Score -2085037 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2086011.500000 Penalty: 3204.976807
	Iteration 10F: 3 clusters Score -2086012 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2086752.125000 Penalty: 3204.976807
	Iteration 11Q: 3 clusters Score -2086752 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2087217.125000 Penalty: 3204.976807
	Iteration 12Q: 3 clusters Score -2087217 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2087482.250000 Penalty: 3204.976807
	Iteration 13Q: 3 clusters Score -2087482 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2087666.750000 Penalty: 3204.976807
	Iteration 14Q: 3 clusters Score -2087667 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2087760.625000 Penalty: 3204.976807
	Iteration 15Q: 3 clusters Score -2087761 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2087804.000000 Penalty: 3204.976807
	Iteration 16Q: 3 clusters Score -2087804 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2087861.000000 Penalty: 3204.976807
	Iteration 17Q: 3 clusters Score -2087861 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2087897.125000 Penalty: 3204.976807
	Iteration 18Q: 3 clusters Score -2087897 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2087929.250000 Penalty: 3204.976807
	Iteration 19Q: 3 clusters Score -2087929 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2087946.750000 Penalty: 3204.976807
	Iteration 20F: 3 clusters Score -2087947 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2087954.000000 Penalty: 3204.976807
	Iteration 21Q: 3 clusters Score -2087954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2087967.750000 Penalty: 3204.976807
	Iteration 22Q: 3 clusters Score -2087968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2087975.250000 Penalty: 3204.976807
	Iteration 23Q: 3 clusters Score -2087975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2087978.500000 Penalty: 3204.976807
	Iteration 24Q: 3 clusters Score -2087978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2087985.875000 Penalty: 3204.976807
	Iteration 25Q: 3 clusters Score -2087986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2087990.750000 Penalty: 3204.976807
	Iteration 26Q: 3 clusters Score -2087991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2087999.875000 Penalty: 3204.976807
	Iteration 27Q: 3 clusters Score -2088000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2087999.875000 Penalty: 3204.976807
	Iteration 28Q: 3 clusters Score -2088000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2088000.375000 Penalty: 3204.976807
	Iteration 29Q: 3 clusters Score -2088000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2088000.375000 Penalty: 3204.976807
	Iteration 30F: 3 clusters Score -2088000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (68431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68431 members 
Entering Unmasked Estep 
Score: -7790326.000000 Penalty: 1809.206909
	Iteration 0F: 2 clusters Score -7790326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 34373 members 
Entering Unmasked Estep 
Score: -7744714.500000 Penalty: 3618.413818
	Iteration 0F: 3 clusters Score -7744714 nChanged 32432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32990 members 
Mstep: Class 2 contains 35441 members 
Entering Unmasked Estep 
Score: -7763169.000000 Penalty: 3618.413818
	Iteration 1F: 3 clusters Score -7763169 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32313 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -7763795.000000 Penalty: 3618.413818
	Iteration 2Q: 3 clusters Score -7763795 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31272 members 
Mstep: Class 2 contains 37159 members 
Entering Unmasked Estep 
Score: -7764550.000000 Penalty: 3618.413818
	Iteration 3Q: 3 clusters Score -7764550 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 38773 members 
Entering Unmasked Estep 
Score: -7765594.000000 Penalty: 3618.413818
	Iteration 4Q: 3 clusters Score -7765594 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27352 members 
Mstep: Class 2 contains 41079 members 
Entering Unmasked Estep 
Score: -7767043.000000 Penalty: 3618.413818
	Iteration 5Q: 3 clusters Score -7767043 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 44318 members 
Entering Unmasked Estep 
Score: -7769250.500000 Penalty: 3618.413818
	Iteration 6F: 3 clusters Score -7769250 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 48401 members 
Entering Unmasked Estep 
Score: -7772420.000000 Penalty: 3618.413818
	Iteration 7F: 3 clusters Score -7772420 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 52948 members 
Entering Unmasked Estep 
Score: -7776366.500000 Penalty: 3618.413818
	Iteration 8F: 3 clusters Score -7776366 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 57099 members 
Entering Unmasked Estep 
Score: -7780042.000000 Penalty: 3618.413818
	Iteration 9F: 3 clusters Score -7780042 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 60366 members 
Entering Unmasked Estep 
Score: -7782926.000000 Penalty: 3618.413818
	Iteration 10Q: 3 clusters Score -7782926 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 62764 members 
Entering Unmasked Estep 
Score: -7784861.000000 Penalty: 3618.413818
	Iteration 11Q: 3 clusters Score -7784861 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 64531 members 
Entering Unmasked Estep 
Score: -7786291.000000 Penalty: 3618.413818
	Iteration 12Q: 3 clusters Score -7786291 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 65760 members 
Entering Unmasked Estep 
Score: -7787203.500000 Penalty: 3618.413818
	Iteration 13Q: 3 clusters Score -7787204 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 66562 members 
Entering Unmasked Estep 
Score: -7787784.000000 Penalty: 3618.413818
	Iteration 14Q: 3 clusters Score -7787784 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 67065 members 
Entering Unmasked Estep 
Score: -7788166.000000 Penalty: 3618.413818
	Iteration 15Q: 3 clusters Score -7788166 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 67382 members 
Entering Unmasked Estep 
Score: -7788369.500000 Penalty: 3618.413818
	Iteration 16Q: 3 clusters Score -7788370 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 67567 members 
Entering Unmasked Estep 
Score: -7788506.000000 Penalty: 3618.413818
	Iteration 17Q: 3 clusters Score -7788506 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 67685 members 
Entering Unmasked Estep 
Score: -7788596.000000 Penalty: 3618.413818
	Iteration 18Q: 3 clusters Score -7788596 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 67775 members 
Entering Unmasked Estep 
Score: -7788657.000000 Penalty: 3618.413818
	Iteration 19Q: 3 clusters Score -7788657 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 67839 members 
Entering Unmasked Estep 
Score: -7788701.000000 Penalty: 3618.413818
	Iteration 20F: 3 clusters Score -7788701 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 67875 members 
Entering Unmasked Estep 
Score: -7788732.500000 Penalty: 3618.413818
	Iteration 21Q: 3 clusters Score -7788732 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 67902 members 
Entering Unmasked Estep 
Score: -7788742.500000 Penalty: 3618.413818
	Iteration 22Q: 3 clusters Score -7788742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 67912 members 
Entering Unmasked Estep 
Score: -7788754.000000 Penalty: 3618.413818
	Iteration 23Q: 3 clusters Score -7788754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 67932 members 
Entering Unmasked Estep 
Score: -7788775.000000 Penalty: 3618.413818
	Iteration 24Q: 3 clusters Score -7788775 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 67938 members 
Entering Unmasked Estep 
Score: -7788786.000000 Penalty: 3618.413818
	Iteration 25Q: 3 clusters Score -7788786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 67946 members 
Entering Unmasked Estep 
Score: -7788787.500000 Penalty: 3618.413818
	Iteration 26Q: 3 clusters Score -7788788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 67953 members 
Entering Unmasked Estep 
Score: -7788793.500000 Penalty: 3618.413818
	Iteration 27Q: 3 clusters Score -7788794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 67962 members 
Entering Unmasked Estep 
Score: -7788809.000000 Penalty: 3618.413818
	Iteration 28Q: 3 clusters Score -7788809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 67969 members 
Entering Unmasked Estep 
Score: -7788809.000000 Penalty: 3618.413818
	Iteration 29Q: 3 clusters Score -7788809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 67970 members 
Entering Unmasked Estep 
Score: -7788812.500000 Penalty: 3618.413818
	Iteration 30Q: 3 clusters Score -7788812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 67972 members 
Entering Unmasked Estep 
Score: -7788813.000000 Penalty: 3618.413818
	Iteration 31Q: 3 clusters Score -7788813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 67973 members 
Entering Unmasked Estep 
Score: -7788808.500000 Penalty: 3618.413818
	Iteration 32Q: 3 clusters Score -7788808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 67974 members 
Entering Unmasked Estep 
Score: -7788813.500000 Penalty: 3618.413818
	Iteration 33Q: 3 clusters Score -7788814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 67971 members 
Entering Unmasked Estep 
Score: -7788814.000000 Penalty: 3618.413818
	Iteration 34Q: 3 clusters Score -7788814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 67971 members 
Entering Unmasked Estep 
Score: -7788814.000000 Penalty: 3618.413818
	Iteration 35F: 3 clusters Score -7788814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (122760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122760 members 
Entering Unmasked Estep 
Score: -14539830.000000 Penalty: 1904.172729
	Iteration 0F: 2 clusters Score -1.453983e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61508 members 
Mstep: Class 2 contains 61252 members 
Entering Unmasked Estep 
Score: -14465574.000000 Penalty: 3808.345459
	Iteration 0F: 3 clusters Score -1.446557e+07 nChanged 58907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61847 members 
Mstep: Class 2 contains 60913 members 
Entering Unmasked Estep 
Score: -14499544.000000 Penalty: 3808.345459
	Iteration 1F: 3 clusters Score -1.449954e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62230 members 
Mstep: Class 2 contains 60530 members 
Entering Unmasked Estep 
Score: -14499959.000000 Penalty: 3808.345459
	Iteration 2Q: 3 clusters Score -1.449996e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62820 members 
Mstep: Class 2 contains 59940 members 
Entering Unmasked Estep 
Score: -14500415.000000 Penalty: 3808.345459
	Iteration 3Q: 3 clusters Score -1.450042e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63716 members 
Mstep: Class 2 contains 59044 members 
Entering Unmasked Estep 
Score: -14500876.000000 Penalty: 3808.345459
	Iteration 4Q: 3 clusters Score -1.450088e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65205 members 
Mstep: Class 2 contains 57555 members 
Entering Unmasked Estep 
Score: -14501433.000000 Penalty: 3808.345459
	Iteration 5Q: 3 clusters Score -1.450143e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67512 members 
Mstep: Class 2 contains 55248 members 
Entering Unmasked Estep 
Score: -14502350.000000 Penalty: 3808.345459
	Iteration 6Q: 3 clusters Score -1.450235e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71022 members 
Mstep: Class 2 contains 51738 members 
Entering Unmasked Estep 
Score: -14503792.000000 Penalty: 3808.345459
	Iteration 7Q: 3 clusters Score -1.450379e+07 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76079 members 
Mstep: Class 2 contains 46681 members 
Entering Unmasked Estep 
Score: -14506394.000000 Penalty: 3808.345459
	Iteration 8Q: 3 clusters Score -1.450639e+07 nChanged 7155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83102 members 
Mstep: Class 2 contains 39658 members 
Entering Unmasked Estep 
Score: -14510982.000000 Penalty: 3808.345459
	Iteration 9F: 3 clusters Score -1.451098e+07 nChanged 8670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91692 members 
Mstep: Class 2 contains 31068 members 
Entering Unmasked Estep 
Score: -14517505.000000 Penalty: 3808.345459
	Iteration 10F: 3 clusters Score -1.45175e+07 nChanged 9319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100943 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -14524349.000000 Penalty: 3808.345459
	Iteration 11F: 3 clusters Score -1.452435e+07 nChanged 8040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108937 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -14529878.000000 Penalty: 3808.345459
	Iteration 12F: 3 clusters Score -1.452988e+07 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114626 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -14533510.000000 Penalty: 3808.345459
	Iteration 13Q: 3 clusters Score -1.453351e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118075 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -14535476.000000 Penalty: 3808.345459
	Iteration 14Q: 3 clusters Score -1.453548e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120155 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -14536668.000000 Penalty: 3808.345459
	Iteration 15Q: 3 clusters Score -1.453667e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121301 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -14537342.000000 Penalty: 3808.345459
	Iteration 16Q: 3 clusters Score -1.453734e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121927 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -14537714.000000 Penalty: 3808.345459
	Iteration 17Q: 3 clusters Score -1.453771e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122226 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -14537968.000000 Penalty: 3808.345459
	Iteration 18Q: 3 clusters Score -1.453797e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122372 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -14538041.000000 Penalty: 3808.345459
	Iteration 19Q: 3 clusters Score -1.453804e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122449 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -14538135.000000 Penalty: 3808.345459
	Iteration 20F: 3 clusters Score -1.453814e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122478 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -14538148.000000 Penalty: 3808.345459
	Iteration 21Q: 3 clusters Score -1.453815e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122498 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -14538167.000000 Penalty: 3808.345459
	Iteration 22Q: 3 clusters Score -1.453817e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122506 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -14538198.000000 Penalty: 3808.345459
	Iteration 23Q: 3 clusters Score -1.45382e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122519 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -14538190.000000 Penalty: 3808.345459
	Iteration 24Q: 3 clusters Score -1.453819e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122521 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -14538198.000000 Penalty: 3808.345459
	Iteration 25Q: 3 clusters Score -1.45382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122522 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -14538201.000000 Penalty: 3808.345459
	Iteration 26Q: 3 clusters Score -1.45382e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122523 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -14538206.000000 Penalty: 3808.345459
	Iteration 27Q: 3 clusters Score -1.453821e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122523 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -14538206.000000 Penalty: 3808.345459
	Iteration 28F: 3 clusters Score -1.453821e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (109470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109470 members 
Entering Unmasked Estep 
Score: -12928931.000000 Penalty: 1885.553467
	Iteration 0F: 2 clusters Score -1.292893e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55047 members 
Mstep: Class 2 contains 54423 members 
Entering Unmasked Estep 
Score: -12858044.000000 Penalty: 3771.106934
	Iteration 0F: 3 clusters Score -1.285804e+07 nChanged 52399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60474 members 
Mstep: Class 2 contains 48996 members 
Entering Unmasked Estep 
Score: -12888712.000000 Penalty: 3771.106934
	Iteration 1F: 3 clusters Score -1.288871e+07 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64348 members 
Mstep: Class 2 contains 45122 members 
Entering Unmasked Estep 
Score: -12890205.000000 Penalty: 3771.106934
	Iteration 2Q: 3 clusters Score -1.28902e+07 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70172 members 
Mstep: Class 2 contains 39298 members 
Entering Unmasked Estep 
Score: -12893461.000000 Penalty: 3771.106934
	Iteration 3F: 3 clusters Score -1.289346e+07 nChanged 8355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78389 members 
Mstep: Class 2 contains 31081 members 
Entering Unmasked Estep 
Score: -12899083.000000 Penalty: 3771.106934
	Iteration 4F: 3 clusters Score -1.289908e+07 nChanged 9998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88299 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -12908095.000000 Penalty: 3771.106934
	Iteration 5F: 3 clusters Score -1.29081e+07 nChanged 9885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98176 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -12917472.000000 Penalty: 3771.106934
	Iteration 6F: 3 clusters Score -1.291747e+07 nChanged 6860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105034 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -12923541.000000 Penalty: 3771.106934
	Iteration 7F: 3 clusters Score -1.292354e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107995 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -12926030.000000 Penalty: 3771.106934
	Iteration 8Q: 3 clusters Score -1.292603e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108932 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -12926852.000000 Penalty: 3771.106934
	Iteration 9Q: 3 clusters Score -1.292685e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109165 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -12927110.000000 Penalty: 3771.106934
	Iteration 10Q: 3 clusters Score -1.292711e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109237 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -12927215.000000 Penalty: 3771.106934
	Iteration 11Q: 3 clusters Score -1.292722e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109252 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -12927261.000000 Penalty: 3771.106934
	Iteration 12Q: 3 clusters Score -1.292726e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109262 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -12927286.000000 Penalty: 3771.106934
	Iteration 13Q: 3 clusters Score -1.292729e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109272 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -12927290.000000 Penalty: 3771.106934
	Iteration 14Q: 3 clusters Score -1.292729e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109276 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -12927305.000000 Penalty: 3771.106934
	Iteration 15Q: 3 clusters Score -1.29273e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109275 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -12927313.000000 Penalty: 3771.106934
	Iteration 16Q: 3 clusters Score -1.292731e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109280 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -12927316.000000 Penalty: 3771.106934
	Iteration 17Q: 3 clusters Score -1.292732e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109278 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -12927314.000000 Penalty: 3771.106934
	Iteration 18Q: 3 clusters Score -1.292731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109277 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -12927325.000000 Penalty: 3771.106934
	Iteration 19Q: 3 clusters Score -1.292732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109274 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -12927328.000000 Penalty: 3771.106934
	Iteration 20F: 3 clusters Score -1.292733e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Entering Unmasked Estep 
Score: -375193.656250 Penalty: 1322.895996
	Iteration 0F: 2 clusters Score -375193.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -372187.093750 Penalty: 2645.791992
	Iteration 0F: 3 clusters Score -372187.1 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -372943.593750 Penalty: 2645.791992
	Iteration 1F: 3 clusters Score -372943.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -373117.187500 Penalty: 2645.791992
	Iteration 2F: 3 clusters Score -373117.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -373228.500000 Penalty: 2645.791992
	Iteration 3F: 3 clusters Score -373228.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -373302.562500 Penalty: 2645.791992
	Iteration 4Q: 3 clusters Score -373302.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -373349.968750 Penalty: 2645.791992
	Iteration 5Q: 3 clusters Score -373350 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -373383.562500 Penalty: 2645.791992
	Iteration 6Q: 3 clusters Score -373383.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -373414.625000 Penalty: 2645.791992
	Iteration 7Q: 3 clusters Score -373414.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -373441.125000 Penalty: 2645.791992
	Iteration 8Q: 3 clusters Score -373441.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -373460.750000 Penalty: 2645.791992
	Iteration 9Q: 3 clusters Score -373460.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -373475.343750 Penalty: 2645.791992
	Iteration 10Q: 3 clusters Score -373475.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -373483.812500 Penalty: 2645.791992
	Iteration 11Q: 3 clusters Score -373483.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -373492.562500 Penalty: 2645.791992
	Iteration 12Q: 3 clusters Score -373492.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -373502.343750 Penalty: 2645.791992
	Iteration 13Q: 3 clusters Score -373502.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -373515.812500 Penalty: 2645.791992
	Iteration 14Q: 3 clusters Score -373515.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -373532.406250 Penalty: 2645.791992
	Iteration 15Q: 3 clusters Score -373532.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -373545.593750 Penalty: 2645.791992
	Iteration 16Q: 3 clusters Score -373545.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -373560.312500 Penalty: 2645.791992
	Iteration 17Q: 3 clusters Score -373560.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -373575.062500 Penalty: 2645.791992
	Iteration 18Q: 3 clusters Score -373575.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -373587.156250 Penalty: 2645.791992
	Iteration 19Q: 3 clusters Score -373587.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -373595.656250 Penalty: 2645.791992
	Iteration 20F: 3 clusters Score -373595.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -373604.531250 Penalty: 2645.791992
	Iteration 21Q: 3 clusters Score -373604.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -373613.156250 Penalty: 2645.791992
	Iteration 22Q: 3 clusters Score -373613.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -373622.406250 Penalty: 2645.791992
	Iteration 23Q: 3 clusters Score -373622.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -373630.687500 Penalty: 2645.791992
	Iteration 24Q: 3 clusters Score -373630.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -373636.062500 Penalty: 2645.791992
	Iteration 25Q: 3 clusters Score -373636.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -373644.937500 Penalty: 2645.791992
	Iteration 26Q: 3 clusters Score -373644.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -373653.500000 Penalty: 2645.791992
	Iteration 27Q: 3 clusters Score -373653.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -373663.406250 Penalty: 2645.791992
	Iteration 28Q: 3 clusters Score -373663.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -373673.031250 Penalty: 2645.791992
	Iteration 29Q: 3 clusters Score -373673 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -373683.656250 Penalty: 2645.791992
	Iteration 30Q: 3 clusters Score -373683.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -373699.625000 Penalty: 2645.791992
	Iteration 31Q: 3 clusters Score -373699.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -373709.593750 Penalty: 2645.791992
	Iteration 32Q: 3 clusters Score -373709.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -373718.375000 Penalty: 2645.791992
	Iteration 33Q: 3 clusters Score -373718.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -373730.500000 Penalty: 2645.791992
	Iteration 34Q: 3 clusters Score -373730.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -373742.781250 Penalty: 2645.791992
	Iteration 35Q: 3 clusters Score -373742.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -373754.375000 Penalty: 2645.791992
	Iteration 36Q: 3 clusters Score -373754.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -373759.812500 Penalty: 2645.791992
	Iteration 37Q: 3 clusters Score -373759.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -373764.968750 Penalty: 2645.791992
	Iteration 38Q: 3 clusters Score -373765 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -373769.937500 Penalty: 2645.791992
	Iteration 39Q: 3 clusters Score -373769.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -373775.718750 Penalty: 2645.791992
	Iteration 40F: 3 clusters Score -373775.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -373782.531250 Penalty: 2645.791992
	Iteration 41Q: 3 clusters Score -373782.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -373787.593750 Penalty: 2645.791992
	Iteration 42Q: 3 clusters Score -373787.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -373790.437500 Penalty: 2645.791992
	Iteration 43Q: 3 clusters Score -373790.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -373794.843750 Penalty: 2645.791992
	Iteration 44Q: 3 clusters Score -373794.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -373798.593750 Penalty: 2645.791992
	Iteration 45Q: 3 clusters Score -373798.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -373802.156250 Penalty: 2645.791992
	Iteration 46Q: 3 clusters Score -373802.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -373808.312500 Penalty: 2645.791992
	Iteration 47Q: 3 clusters Score -373808.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -373815.125000 Penalty: 2645.791992
	Iteration 48Q: 3 clusters Score -373815.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -373819.562500 Penalty: 2645.791992
	Iteration 49Q: 3 clusters Score -373819.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -373822.125000 Penalty: 2645.791992
	Iteration 50Q: 3 clusters Score -373822.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -373826.781250 Penalty: 2645.791992
	Iteration 51Q: 3 clusters Score -373826.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -373831.000000 Penalty: 2645.791992
	Iteration 52Q: 3 clusters Score -373831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -373834.000000 Penalty: 2645.791992
	Iteration 53Q: 3 clusters Score -373834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -373838.875000 Penalty: 2645.791992
	Iteration 54Q: 3 clusters Score -373838.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -373842.593750 Penalty: 2645.791992
	Iteration 55Q: 3 clusters Score -373842.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -373844.843750 Penalty: 2645.791992
	Iteration 56Q: 3 clusters Score -373844.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -373846.375000 Penalty: 2645.791992
	Iteration 57Q: 3 clusters Score -373846.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -373849.906250 Penalty: 2645.791992
	Iteration 58Q: 3 clusters Score -373849.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -373851.781250 Penalty: 2645.791992
	Iteration 59Q: 3 clusters Score -373851.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -373853.906250 Penalty: 2645.791992
	Iteration 60F: 3 clusters Score -373853.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -373855.750000 Penalty: 2645.791992
	Iteration 61Q: 3 clusters Score -373855.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -373859.468750 Penalty: 2645.791992
	Iteration 62Q: 3 clusters Score -373859.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -373865.937500 Penalty: 2645.791992
	Iteration 63Q: 3 clusters Score -373865.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -373868.437500 Penalty: 2645.791992
	Iteration 64Q: 3 clusters Score -373868.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -373872.125000 Penalty: 2645.791992
	Iteration 65Q: 3 clusters Score -373872.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -373877.156250 Penalty: 2645.791992
	Iteration 66Q: 3 clusters Score -373877.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -373881.406250 Penalty: 2645.791992
	Iteration 67Q: 3 clusters Score -373881.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -373885.000000 Penalty: 2645.791992
	Iteration 68Q: 3 clusters Score -373885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -373887.531250 Penalty: 2645.791992
	Iteration 69Q: 3 clusters Score -373887.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -373889.718750 Penalty: 2645.791992
	Iteration 70Q: 3 clusters Score -373889.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -373890.500000 Penalty: 2645.791992
	Iteration 71Q: 3 clusters Score -373890.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -373892.906250 Penalty: 2645.791992
	Iteration 72Q: 3 clusters Score -373892.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -373895.812500 Penalty: 2645.791992
	Iteration 73Q: 3 clusters Score -373895.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -373898.343750 Penalty: 2645.791992
	Iteration 74Q: 3 clusters Score -373898.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -373899.968750 Penalty: 2645.791992
	Iteration 75Q: 3 clusters Score -373900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -373899.968750 Penalty: 2645.791992
	Iteration 76F: 3 clusters Score -373900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (50725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50725 members 
Entering Unmasked Estep 
Score: -6065242.500000 Penalty: 1760.553345
	Iteration 0F: 2 clusters Score -6065242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -6031408.000000 Penalty: 3521.106689
	Iteration 0F: 3 clusters Score -6031408 nChanged 23884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -6044627.500000 Penalty: 3521.106689
	Iteration 1F: 3 clusters Score -6044628 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -6045077.500000 Penalty: 3521.106689
	Iteration 2Q: 3 clusters Score -6045078 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 29022 members 
Entering Unmasked Estep 
Score: -6045674.000000 Penalty: 3521.106689
	Iteration 3Q: 3 clusters Score -6045674 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 31019 members 
Entering Unmasked Estep 
Score: -6046573.000000 Penalty: 3521.106689
	Iteration 4Q: 3 clusters Score -6046573 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 33914 members 
Entering Unmasked Estep 
Score: -6048194.000000 Penalty: 3521.106689
	Iteration 5F: 3 clusters Score -6048194 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 37803 members 
Entering Unmasked Estep 
Score: -6051134.000000 Penalty: 3521.106689
	Iteration 6F: 3 clusters Score -6051134 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 42551 members 
Entering Unmasked Estep 
Score: -6055433.500000 Penalty: 3521.106689
	Iteration 7F: 3 clusters Score -6055434 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 46819 members 
Entering Unmasked Estep 
Score: -6059774.500000 Penalty: 3521.106689
	Iteration 8F: 3 clusters Score -6059774 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 49380 members 
Entering Unmasked Estep 
Score: -6062383.000000 Penalty: 3521.106689
	Iteration 9F: 3 clusters Score -6062383 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 50233 members 
Entering Unmasked Estep 
Score: -6063199.000000 Penalty: 3521.106689
	Iteration 10Q: 3 clusters Score -6063199 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 50488 members 
Entering Unmasked Estep 
Score: -6063448.500000 Penalty: 3521.106689
	Iteration 11Q: 3 clusters Score -6063448 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 50562 members 
Entering Unmasked Estep 
Score: -6063596.000000 Penalty: 3521.106689
	Iteration 12Q: 3 clusters Score -6063596 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 50578 members 
Entering Unmasked Estep 
Score: -6063633.000000 Penalty: 3521.106689
	Iteration 13Q: 3 clusters Score -6063633 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 50576 members 
Entering Unmasked Estep 
Score: -6063668.000000 Penalty: 3521.106689
	Iteration 14Q: 3 clusters Score -6063668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 50578 members 
Entering Unmasked Estep 
Score: -6063682.500000 Penalty: 3521.106689
	Iteration 15Q: 3 clusters Score -6063682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 50582 members 
Entering Unmasked Estep 
Score: -6063687.000000 Penalty: 3521.106689
	Iteration 16Q: 3 clusters Score -6063687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 50583 members 
Entering Unmasked Estep 
Score: -6063695.000000 Penalty: 3521.106689
	Iteration 17Q: 3 clusters Score -6063695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 50583 members 
Entering Unmasked Estep 
Score: -6063695.000000 Penalty: 3521.106689
	Iteration 18F: 3 clusters Score -6063695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (33649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33649 members 
Entering Unmasked Estep 
Score: -4029844.750000 Penalty: 1693.857544
	Iteration 0F: 2 clusters Score -4029845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -4007241.500000 Penalty: 3387.715088
	Iteration 0F: 3 clusters Score -4007242 nChanged 15539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -4015762.250000 Penalty: 3387.715088
	Iteration 1F: 3 clusters Score -4015762 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -4016159.500000 Penalty: 3387.715088
	Iteration 2Q: 3 clusters Score -4016160 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -4016525.500000 Penalty: 3387.715088
	Iteration 3Q: 3 clusters Score -4016526 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -4016919.000000 Penalty: 3387.715088
	Iteration 4Q: 3 clusters Score -4016919 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -4017378.750000 Penalty: 3387.715088
	Iteration 5Q: 3 clusters Score -4017379 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -4018065.750000 Penalty: 3387.715088
	Iteration 6Q: 3 clusters Score -4018066 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -4019029.500000 Penalty: 3387.715088
	Iteration 7F: 3 clusters Score -4019030 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -4020641.000000 Penalty: 3387.715088
	Iteration 8F: 3 clusters Score -4020641 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -4022753.000000 Penalty: 3387.715088
	Iteration 9F: 3 clusters Score -4022753 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -4024851.000000 Penalty: 3387.715088
	Iteration 10F: 3 clusters Score -4024851 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -4026550.000000 Penalty: 3387.715088
	Iteration 11F: 3 clusters Score -4026550 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32378 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -4027461.750000 Penalty: 3387.715088
	Iteration 12Q: 3 clusters Score -4027462 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32904 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -4027939.250000 Penalty: 3387.715088
	Iteration 13Q: 3 clusters Score -4027939 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4028177.000000 Penalty: 3387.715088
	Iteration 14Q: 3 clusters Score -4028177 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33257 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -4028284.250000 Penalty: 3387.715088
	Iteration 15Q: 3 clusters Score -4028284 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33312 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4028348.750000 Penalty: 3387.715088
	Iteration 16Q: 3 clusters Score -4028349 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4028384.500000 Penalty: 3387.715088
	Iteration 17Q: 3 clusters Score -4028384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33355 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4028403.000000 Penalty: 3387.715088
	Iteration 18Q: 3 clusters Score -4028403 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33365 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4028416.750000 Penalty: 3387.715088
	Iteration 19Q: 3 clusters Score -4028417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33370 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -4028426.500000 Penalty: 3387.715088
	Iteration 20F: 3 clusters Score -4028426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33373 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4028431.500000 Penalty: 3387.715088
	Iteration 21Q: 3 clusters Score -4028432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33374 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -4028434.250000 Penalty: 3387.715088
	Iteration 22Q: 3 clusters Score -4028434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33376 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -4028438.250000 Penalty: 3387.715088
	Iteration 23Q: 3 clusters Score -4028438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33376 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -4028436.750000 Penalty: 3387.715088
	Iteration 24Q: 3 clusters Score -4028437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33377 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4028432.250000 Penalty: 3387.715088
	Iteration 25Q: 3 clusters Score -4028432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33377 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4028433.250000 Penalty: 3387.715088
	Iteration 26Q: 3 clusters Score -4028433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33378 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4028435.250000 Penalty: 3387.715088
	Iteration 27Q: 3 clusters Score -4028435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33380 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -4028438.500000 Penalty: 3387.715088
	Iteration 28Q: 3 clusters Score -4028438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33382 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -4028438.750000 Penalty: 3387.715088
	Iteration 29Q: 3 clusters Score -4028439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33383 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4028439.500000 Penalty: 3387.715088
	Iteration 30Q: 3 clusters Score -4028440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33383 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4028439.500000 Penalty: 3387.715088
	Iteration 31F: 3 clusters Score -4028440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Entering Unmasked Estep 
Score: -1975920.500000 Penalty: 1577.316040
	Iteration 0F: 2 clusters Score -1975920 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 8266 members 
Entering Unmasked Estep 
Score: -1964792.500000 Penalty: 3154.632080
	Iteration 0F: 3 clusters Score -1964792 nChanged 7370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1968651.500000 Penalty: 3154.632080
	Iteration 1F: 3 clusters Score -1968652 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1968850.375000 Penalty: 3154.632080
	Iteration 2Q: 3 clusters Score -1968850 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1969021.375000 Penalty: 3154.632080
	Iteration 3Q: 3 clusters Score -1969021 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1969186.375000 Penalty: 3154.632080
	Iteration 4Q: 3 clusters Score -1969186 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1969360.250000 Penalty: 3154.632080
	Iteration 5Q: 3 clusters Score -1969360 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1969596.500000 Penalty: 3154.632080
	Iteration 6Q: 3 clusters Score -1969596 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1969912.625000 Penalty: 3154.632080
	Iteration 7Q: 3 clusters Score -1969913 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1970357.875000 Penalty: 3154.632080
	Iteration 8F: 3 clusters Score -1970358 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1970978.500000 Penalty: 3154.632080
	Iteration 9F: 3 clusters Score -1970978 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -1971666.000000 Penalty: 3154.632080
	Iteration 10F: 3 clusters Score -1971666 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -1972297.625000 Penalty: 3154.632080
	Iteration 11Q: 3 clusters Score -1972298 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -1972854.750000 Penalty: 3154.632080
	Iteration 12Q: 3 clusters Score -1972855 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -1973253.000000 Penalty: 3154.632080
	Iteration 13Q: 3 clusters Score -1973253 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -1973489.125000 Penalty: 3154.632080
	Iteration 14Q: 3 clusters Score -1973489 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -1973665.750000 Penalty: 3154.632080
	Iteration 15Q: 3 clusters Score -1973666 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -1973802.125000 Penalty: 3154.632080
	Iteration 16Q: 3 clusters Score -1973802 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -1973905.875000 Penalty: 3154.632080
	Iteration 17Q: 3 clusters Score -1973906 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -1973982.500000 Penalty: 3154.632080
	Iteration 18Q: 3 clusters Score -1973982 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -1974022.875000 Penalty: 3154.632080
	Iteration 19Q: 3 clusters Score -1974023 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -1974075.250000 Penalty: 3154.632080
	Iteration 20F: 3 clusters Score -1974075 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -1974115.625000 Penalty: 3154.632080
	Iteration 21Q: 3 clusters Score -1974116 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -1974154.500000 Penalty: 3154.632080
	Iteration 22Q: 3 clusters Score -1974154 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -1974194.750000 Penalty: 3154.632080
	Iteration 23Q: 3 clusters Score -1974195 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -1974231.500000 Penalty: 3154.632080
	Iteration 24Q: 3 clusters Score -1974232 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -1974252.625000 Penalty: 3154.632080
	Iteration 25Q: 3 clusters Score -1974253 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -1974286.000000 Penalty: 3154.632080
	Iteration 26Q: 3 clusters Score -1974286 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -1974309.500000 Penalty: 3154.632080
	Iteration 27Q: 3 clusters Score -1974310 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -1974320.875000 Penalty: 3154.632080
	Iteration 28Q: 3 clusters Score -1974321 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -1974336.500000 Penalty: 3154.632080
	Iteration 29Q: 3 clusters Score -1974336 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -1974346.875000 Penalty: 3154.632080
	Iteration 30Q: 3 clusters Score -1974347 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -1974352.000000 Penalty: 3154.632080
	Iteration 31Q: 3 clusters Score -1974352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -1974360.000000 Penalty: 3154.632080
	Iteration 32Q: 3 clusters Score -1974360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -1974368.375000 Penalty: 3154.632080
	Iteration 33Q: 3 clusters Score -1974368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -1974380.125000 Penalty: 3154.632080
	Iteration 34Q: 3 clusters Score -1974380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -1974397.125000 Penalty: 3154.632080
	Iteration 35Q: 3 clusters Score -1974397 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -1974406.125000 Penalty: 3154.632080
	Iteration 36Q: 3 clusters Score -1974406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -1974410.750000 Penalty: 3154.632080
	Iteration 37Q: 3 clusters Score -1974411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -1974427.875000 Penalty: 3154.632080
	Iteration 38Q: 3 clusters Score -1974428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -1974436.625000 Penalty: 3154.632080
	Iteration 39Q: 3 clusters Score -1974437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -1974449.375000 Penalty: 3154.632080
	Iteration 40F: 3 clusters Score -1974449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -1974451.625000 Penalty: 3154.632080
	Iteration 41Q: 3 clusters Score -1974452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -1974454.875000 Penalty: 3154.632080
	Iteration 42Q: 3 clusters Score -1974455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -1974456.000000 Penalty: 3154.632080
	Iteration 43Q: 3 clusters Score -1974456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -1974454.375000 Penalty: 3154.632080
	Iteration 44Q: 3 clusters Score -1974454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -1974454.375000 Penalty: 3154.632080
	Iteration 45F: 3 clusters Score -1974454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Entering Unmasked Estep 
Score: -1222485.625000 Penalty: 1509.712280
	Iteration 0F: 2 clusters Score -1222486 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 5361 members 
Entering Unmasked Estep 
Score: -1214800.125000 Penalty: 3019.424561
	Iteration 0F: 3 clusters Score -1214800 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1217377.000000 Penalty: 3019.424561
	Iteration 1F: 3 clusters Score -1217377 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1217656.250000 Penalty: 3019.424561
	Iteration 2F: 3 clusters Score -1217656 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1217857.250000 Penalty: 3019.424561
	Iteration 3Q: 3 clusters Score -1217857 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1217998.375000 Penalty: 3019.424561
	Iteration 4Q: 3 clusters Score -1217998 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1218123.625000 Penalty: 3019.424561
	Iteration 5Q: 3 clusters Score -1218124 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1218245.500000 Penalty: 3019.424561
	Iteration 6Q: 3 clusters Score -1218246 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1218347.875000 Penalty: 3019.424561
	Iteration 7Q: 3 clusters Score -1218348 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1218453.250000 Penalty: 3019.424561
	Iteration 8Q: 3 clusters Score -1218453 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1218568.875000 Penalty: 3019.424561
	Iteration 9Q: 3 clusters Score -1218569 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1218698.250000 Penalty: 3019.424561
	Iteration 10Q: 3 clusters Score -1218698 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1218846.375000 Penalty: 3019.424561
	Iteration 11Q: 3 clusters Score -1218846 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1219031.375000 Penalty: 3019.424561
	Iteration 12Q: 3 clusters Score -1219031 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1219239.750000 Penalty: 3019.424561
	Iteration 13Q: 3 clusters Score -1219240 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1219499.375000 Penalty: 3019.424561
	Iteration 14Q: 3 clusters Score -1219499 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1219814.125000 Penalty: 3019.424561
	Iteration 15Q: 3 clusters Score -1219814 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1220163.125000 Penalty: 3019.424561
	Iteration 16Q: 3 clusters Score -1220163 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1220471.625000 Penalty: 3019.424561
	Iteration 17Q: 3 clusters Score -1220472 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1220696.250000 Penalty: 3019.424561
	Iteration 18Q: 3 clusters Score -1220696 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1220837.625000 Penalty: 3019.424561
	Iteration 19Q: 3 clusters Score -1220838 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1220936.875000 Penalty: 3019.424561
	Iteration 20F: 3 clusters Score -1220937 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1221007.375000 Penalty: 3019.424561
	Iteration 21Q: 3 clusters Score -1221007 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1221041.875000 Penalty: 3019.424561
	Iteration 22Q: 3 clusters Score -1221042 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1221060.375000 Penalty: 3019.424561
	Iteration 23Q: 3 clusters Score -1221060 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1221087.625000 Penalty: 3019.424561
	Iteration 24Q: 3 clusters Score -1221088 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1221119.875000 Penalty: 3019.424561
	Iteration 25Q: 3 clusters Score -1221120 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1221140.000000 Penalty: 3019.424561
	Iteration 26Q: 3 clusters Score -1221140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1221144.375000 Penalty: 3019.424561
	Iteration 27Q: 3 clusters Score -1221144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1221144.875000 Penalty: 3019.424561
	Iteration 28Q: 3 clusters Score -1221145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1221144.875000 Penalty: 3019.424561
	Iteration 29F: 3 clusters Score -1221145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Entering Unmasked Estep 
Score: -399066.343750 Penalty: 1334.233521
	Iteration 0F: 2 clusters Score -399066.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -395936.500000 Penalty: 2668.467041
	Iteration 0F: 3 clusters Score -395936.5 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -396771.406250 Penalty: 2668.467041
	Iteration 1F: 3 clusters Score -396771.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -396912.843750 Penalty: 2668.467041
	Iteration 2F: 3 clusters Score -396912.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -396995.187500 Penalty: 2668.467041
	Iteration 3Q: 3 clusters Score -396995.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -397047.406250 Penalty: 2668.467041
	Iteration 4Q: 3 clusters Score -397047.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -397094.781250 Penalty: 2668.467041
	Iteration 5Q: 3 clusters Score -397094.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -397130.656250 Penalty: 2668.467041
	Iteration 6Q: 3 clusters Score -397130.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -397162.843750 Penalty: 2668.467041
	Iteration 7Q: 3 clusters Score -397162.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -397190.625000 Penalty: 2668.467041
	Iteration 8Q: 3 clusters Score -397190.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -397215.343750 Penalty: 2668.467041
	Iteration 9Q: 3 clusters Score -397215.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -397236.468750 Penalty: 2668.467041
	Iteration 10Q: 3 clusters Score -397236.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -397263.843750 Penalty: 2668.467041
	Iteration 11Q: 3 clusters Score -397263.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -397299.781250 Penalty: 2668.467041
	Iteration 12Q: 3 clusters Score -397299.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -397346.906250 Penalty: 2668.467041
	Iteration 13Q: 3 clusters Score -397346.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -397391.750000 Penalty: 2668.467041
	Iteration 14Q: 3 clusters Score -397391.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -397439.062500 Penalty: 2668.467041
	Iteration 15Q: 3 clusters Score -397439.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -397492.718750 Penalty: 2668.467041
	Iteration 16Q: 3 clusters Score -397492.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -397539.312500 Penalty: 2668.467041
	Iteration 17Q: 3 clusters Score -397539.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -397591.968750 Penalty: 2668.467041
	Iteration 18Q: 3 clusters Score -397592 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -397639.281250 Penalty: 2668.467041
	Iteration 19Q: 3 clusters Score -397639.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -397682.250000 Penalty: 2668.467041
	Iteration 20F: 3 clusters Score -397682.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -397738.968750 Penalty: 2668.467041
	Iteration 21Q: 3 clusters Score -397739 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -397776.125000 Penalty: 2668.467041
	Iteration 22Q: 3 clusters Score -397776.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -397809.062500 Penalty: 2668.467041
	Iteration 23Q: 3 clusters Score -397809.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -397838.218750 Penalty: 2668.467041
	Iteration 24Q: 3 clusters Score -397838.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -397865.343750 Penalty: 2668.467041
	Iteration 25Q: 3 clusters Score -397865.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -397888.968750 Penalty: 2668.467041
	Iteration 26Q: 3 clusters Score -397889 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -397919.062500 Penalty: 2668.467041
	Iteration 27Q: 3 clusters Score -397919.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -397962.531250 Penalty: 2668.467041
	Iteration 28Q: 3 clusters Score -397962.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -398012.625000 Penalty: 2668.467041
	Iteration 29Q: 3 clusters Score -398012.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -398051.718750 Penalty: 2668.467041
	Iteration 30Q: 3 clusters Score -398051.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -398097.375000 Penalty: 2668.467041
	Iteration 31Q: 3 clusters Score -398097.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -398121.562500 Penalty: 2668.467041
	Iteration 32Q: 3 clusters Score -398121.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -398133.500000 Penalty: 2668.467041
	Iteration 33Q: 3 clusters Score -398133.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -398142.187500 Penalty: 2668.467041
	Iteration 34Q: 3 clusters Score -398142.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -398146.937500 Penalty: 2668.467041
	Iteration 35Q: 3 clusters Score -398146.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -398148.718750 Penalty: 2668.467041
	Iteration 36Q: 3 clusters Score -398148.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -398149.906250 Penalty: 2668.467041
	Iteration 37Q: 3 clusters Score -398149.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -398149.656250 Penalty: 2668.467041
	Iteration 38Q: 3 clusters Score -398149.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -398151.468750 Penalty: 2668.467041
	Iteration 39F: 3 clusters Score -398151.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -398152.187500 Penalty: 2668.467041
	Iteration 40F: 3 clusters Score -398152.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -398153.750000 Penalty: 2668.467041
	Iteration 41Q: 3 clusters Score -398153.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -398154.781250 Penalty: 2668.467041
	Iteration 42Q: 3 clusters Score -398154.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -398155.031250 Penalty: 2668.467041
	Iteration 43Q: 3 clusters Score -398155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -398156.000000 Penalty: 2668.467041
	Iteration 44Q: 3 clusters Score -398156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -398157.000000 Penalty: 2668.467041
	Iteration 45Q: 3 clusters Score -398157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -398158.187500 Penalty: 2668.467041
	Iteration 46Q: 3 clusters Score -398158.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -398159.062500 Penalty: 2668.467041
	Iteration 47Q: 3 clusters Score -398159.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -398160.125000 Penalty: 2668.467041
	Iteration 48Q: 3 clusters Score -398160.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -398162.656250 Penalty: 2668.467041
	Iteration 49Q: 3 clusters Score -398162.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -398165.062500 Penalty: 2668.467041
	Iteration 50Q: 3 clusters Score -398165.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -398166.843750 Penalty: 2668.467041
	Iteration 51Q: 3 clusters Score -398166.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -398167.843750 Penalty: 2668.467041
	Iteration 52Q: 3 clusters Score -398167.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -398167.843750 Penalty: 2668.467041
	Iteration 53F: 3 clusters Score -398167.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Entering Unmasked Estep 
Score: -77824.914062 Penalty: 1085.842651
	Iteration 0F: 2 clusters Score -77824.91 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 406 members 
Entering Unmasked Estep 
Score: -76578.382812 Penalty: 2171.685303
	Iteration 0F: 3 clusters Score -76578.38 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -76960.070312 Penalty: 2171.685303
	Iteration 1F: 3 clusters Score -76960.07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -77165.960938 Penalty: 2171.685303
	Iteration 2F: 3 clusters Score -77165.96 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -77344.601562 Penalty: 2171.685303
	Iteration 3F: 3 clusters Score -77344.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -77439.851562 Penalty: 2171.685303
	Iteration 4F: 3 clusters Score -77439.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -77484.578125 Penalty: 2171.685303
	Iteration 5Q: 3 clusters Score -77484.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -77510.210938 Penalty: 2171.685303
	Iteration 6Q: 3 clusters Score -77510.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -77515.953125 Penalty: 2171.685303
	Iteration 7Q: 3 clusters Score -77515.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -77519.046875 Penalty: 2171.685303
	Iteration 8Q: 3 clusters Score -77519.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -77525.539062 Penalty: 2171.685303
	Iteration 9Q: 3 clusters Score -77525.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -77530.273438 Penalty: 2171.685303
	Iteration 10Q: 3 clusters Score -77530.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -77532.835938 Penalty: 2171.685303
	Iteration 11Q: 3 clusters Score -77532.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -77533.390625 Penalty: 2171.685303
	Iteration 12Q: 3 clusters Score -77533.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -77534.960938 Penalty: 2171.685303
	Iteration 13Q: 3 clusters Score -77534.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -77535.585938 Penalty: 2171.685303
	Iteration 14Q: 3 clusters Score -77535.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -77535.585938 Penalty: 2171.685303
	Iteration 15F: 3 clusters Score -77535.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -9364.185547 Penalty: 816.380554
	Iteration 0F: 2 clusters Score -9364.186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8779.505859 Penalty: 1632.761108
	Iteration 0F: 3 clusters Score -8779.506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -8845.773438 Penalty: 1632.761108
	Iteration 1F: 3 clusters Score -8845.773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8888.504883 Penalty: 1632.761108
	Iteration 2Q: 3 clusters Score -8888.505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8898.884766 Penalty: 1632.761108
	Iteration 3Q: 3 clusters Score -8898.885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8904.845703 Penalty: 1632.761108
	Iteration 4Q: 3 clusters Score -8904.846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8905.508789 Penalty: 1632.761108
	Iteration 5Q: 3 clusters Score -8905.509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8905.508789 Penalty: 1632.761108
	Iteration 6F: 3 clusters Score -8905.509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -104924.984375 Penalty: 1139.761230
	Iteration 0F: 2 clusters Score -104925 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 549 members 
Entering Unmasked Estep 
Score: -103549.554688 Penalty: 2279.522461
	Iteration 0F: 3 clusters Score -103549.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -104507.382812 Penalty: 2279.522461
	Iteration 1F: 3 clusters Score -104507.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -105097.007812 Penalty: 2279.522461
	Iteration 2F: 3 clusters Score -105097 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -105448.125000 Penalty: 2279.522461
	Iteration 3F: 3 clusters Score -105448.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -105827.960938 Penalty: 2279.522461
	Iteration 4Q: 3 clusters Score -105828 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -106072.929688 Penalty: 2279.522461
	Iteration 5Q: 3 clusters Score -106072.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -106205.250000 Penalty: 2279.522461
	Iteration 6Q: 3 clusters Score -106205.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -106275.007812 Penalty: 2279.522461
	Iteration 7Q: 3 clusters Score -106275 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -106322.937500 Penalty: 2279.522461
	Iteration 8Q: 3 clusters Score -106322.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -106379.484375 Penalty: 2279.522461
	Iteration 9Q: 3 clusters Score -106379.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -106427.093750 Penalty: 2279.522461
	Iteration 10Q: 3 clusters Score -106427.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -106461.226562 Penalty: 2279.522461
	Iteration 11Q: 3 clusters Score -106461.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -106472.500000 Penalty: 2279.522461
	Iteration 12Q: 3 clusters Score -106472.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -106481.882812 Penalty: 2279.522461
	Iteration 13Q: 3 clusters Score -106481.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -106487.039062 Penalty: 2279.522461
	Iteration 14Q: 3 clusters Score -106487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -106491.632812 Penalty: 2279.522461
	Iteration 15Q: 3 clusters Score -106491.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -106493.828125 Penalty: 2279.522461
	Iteration 16Q: 3 clusters Score -106493.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -106495.789062 Penalty: 2279.522461
	Iteration 17F: 3 clusters Score -106495.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -106498.703125 Penalty: 2279.522461
	Iteration 18Q: 3 clusters Score -106498.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -106498.703125 Penalty: 2279.522461
	Iteration 19F: 3 clusters Score -106498.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 197158 members 
Mstep: Class 3 contains 84768 members 
Mstep: Class 4 contains 11426 members 
Mstep: Class 5 contains 582 members 
Mstep: Class 6 contains 37059 members 
Mstep: Class 7 contains 88085 members 
Mstep: Class 8 contains 14774 members 
Mstep: Class 9 contains 37246 members 
Mstep: Class 10 contains 9130 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8880 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19177 members 
Mstep: Class 16 contains 68431 members 
Mstep: Class 17 contains 122760 members 
Mstep: Class 18 contains 109470 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 50725 members 
Mstep: Class 21 contains 33649 members 
Mstep: Class 22 contains 16425 members 
Mstep: Class 23 contains 10835 members 
Mstep: Class 24 contains 3680 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 530 members 
Mstep: Class 28 contains 85510 members 
Mstep: Class 29 contains 6082 members 
Mstep: Class 30 contains 5979 members 
Mstep: Class 31 contains 28015 members 
Mstep: Class 32 contains 5967 members 
Mstep: Class 33 contains 6780 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1551 members 
Mstep: Class 37 contains 66321 members 
Mstep: Class 38 contains 1244 members 
Mstep: Class 39 contains 117003 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18369 members 
Mstep: Class 44 contains 121441 members 
Mstep: Class 45 contains 48649 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 46285 members 
Mstep: Class 49 contains 13417 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 991 members 
Mstep: Class 52 contains 4660 members 
Mstep: Class 53 contains 50792 members 
Mstep: Class 54 contains 107834 members 
Mstep: Class 55 contains 36798 members 
Entering Unmasked Estep 
Score: -194690400.000000 Penalty: 128338.117188
Splitting cluster 27 changes total score from -194691072.000000 to -194690400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (85510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85510 members 
Entering Unmasked Estep 
Score: -10107563.000000 Penalty: 1845.413208
	Iteration 0F: 2 clusters Score -1.010756e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42670 members 
Mstep: Class 2 contains 42840 members 
Entering Unmasked Estep 
Score: -10050543.000000 Penalty: 3690.826416
	Iteration 0F: 3 clusters Score -1.005054e+07 nChanged 40855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41971 members 
Mstep: Class 2 contains 43539 members 
Entering Unmasked Estep 
Score: -10073820.000000 Penalty: 3690.826416
	Iteration 1F: 3 clusters Score -1.007382e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41671 members 
Mstep: Class 2 contains 43839 members 
Entering Unmasked Estep 
Score: -10074333.000000 Penalty: 3690.826416
	Iteration 2Q: 3 clusters Score -1.007433e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41265 members 
Mstep: Class 2 contains 44245 members 
Entering Unmasked Estep 
Score: -10074918.000000 Penalty: 3690.826416
	Iteration 3Q: 3 clusters Score -1.007492e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40587 members 
Mstep: Class 2 contains 44923 members 
Entering Unmasked Estep 
Score: -10075709.000000 Penalty: 3690.826416
	Iteration 4Q: 3 clusters Score -1.007571e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39754 members 
Mstep: Class 2 contains 45756 members 
Entering Unmasked Estep 
Score: -10076774.000000 Penalty: 3690.826416
	Iteration 5Q: 3 clusters Score -1.007677e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38617 members 
Mstep: Class 2 contains 46893 members 
Entering Unmasked Estep 
Score: -10078216.000000 Penalty: 3690.826416
	Iteration 6Q: 3 clusters Score -1.007822e+07 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37162 members 
Mstep: Class 2 contains 48348 members 
Entering Unmasked Estep 
Score: -10080418.000000 Penalty: 3690.826416
	Iteration 7Q: 3 clusters Score -1.008042e+07 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35456 members 
Mstep: Class 2 contains 50054 members 
Entering Unmasked Estep 
Score: -10083704.000000 Penalty: 3690.826416
	Iteration 8F: 3 clusters Score -1.00837e+07 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33779 members 
Mstep: Class 2 contains 51731 members 
Entering Unmasked Estep 
Score: -10087949.000000 Penalty: 3690.826416
	Iteration 9F: 3 clusters Score -1.008795e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 53028 members 
Entering Unmasked Estep 
Score: -10091440.000000 Penalty: 3690.826416
	Iteration 10F: 3 clusters Score -1.009144e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 53950 members 
Entering Unmasked Estep 
Score: -10093560.000000 Penalty: 3690.826416
	Iteration 11Q: 3 clusters Score -1.009356e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30815 members 
Mstep: Class 2 contains 54695 members 
Entering Unmasked Estep 
Score: -10095084.000000 Penalty: 3690.826416
	Iteration 12Q: 3 clusters Score -1.009508e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 55327 members 
Entering Unmasked Estep 
Score: -10096706.000000 Penalty: 3690.826416
	Iteration 13Q: 3 clusters Score -1.009671e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29615 members 
Mstep: Class 2 contains 55895 members 
Entering Unmasked Estep 
Score: -10098888.000000 Penalty: 3690.826416
	Iteration 14Q: 3 clusters Score -1.009889e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 56379 members 
Entering Unmasked Estep 
Score: -10101167.000000 Penalty: 3690.826416
	Iteration 15Q: 3 clusters Score -1.010117e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 56603 members 
Entering Unmasked Estep 
Score: -10103204.000000 Penalty: 3690.826416
	Iteration 16Q: 3 clusters Score -1.01032e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28791 members 
Mstep: Class 2 contains 56719 members 
Entering Unmasked Estep 
Score: -10104599.000000 Penalty: 3690.826416
	Iteration 17Q: 3 clusters Score -1.01046e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 56777 members 
Entering Unmasked Estep 
Score: -10105352.000000 Penalty: 3690.826416
	Iteration 18Q: 3 clusters Score -1.010535e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28773 members 
Mstep: Class 2 contains 56737 members 
Entering Unmasked Estep 
Score: -10105755.000000 Penalty: 3690.826416
	Iteration 19Q: 3 clusters Score -1.010576e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28812 members 
Mstep: Class 2 contains 56698 members 
Entering Unmasked Estep 
Score: -10105875.000000 Penalty: 3690.826416
	Iteration 20F: 3 clusters Score -1.010588e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 56602 members 
Entering Unmasked Estep 
Score: -10105980.000000 Penalty: 3690.826416
	Iteration 21Q: 3 clusters Score -1.010598e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 56485 members 
Entering Unmasked Estep 
Score: -10106041.000000 Penalty: 3690.826416
	Iteration 22Q: 3 clusters Score -1.010604e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 56391 members 
Entering Unmasked Estep 
Score: -10106110.000000 Penalty: 3690.826416
	Iteration 23Q: 3 clusters Score -1.010611e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 56272 members 
Entering Unmasked Estep 
Score: -10106102.000000 Penalty: 3690.826416
	Iteration 24Q: 3 clusters Score -1.01061e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 56181 members 
Entering Unmasked Estep 
Score: -10106120.000000 Penalty: 3690.826416
	Iteration 25Q: 3 clusters Score -1.010612e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29401 members 
Mstep: Class 2 contains 56109 members 
Entering Unmasked Estep 
Score: -10106137.000000 Penalty: 3690.826416
	Iteration 26Q: 3 clusters Score -1.010614e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 56040 members 
Entering Unmasked Estep 
Score: -10106135.000000 Penalty: 3690.826416
	Iteration 27Q: 3 clusters Score -1.010614e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 55995 members 
Entering Unmasked Estep 
Score: -10106127.000000 Penalty: 3690.826416
	Iteration 28Q: 3 clusters Score -1.010613e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29553 members 
Mstep: Class 2 contains 55957 members 
Entering Unmasked Estep 
Score: -10106136.000000 Penalty: 3690.826416
	Iteration 29Q: 3 clusters Score -1.010614e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 55924 members 
Entering Unmasked Estep 
Score: -10106133.000000 Penalty: 3690.826416
	Iteration 30Q: 3 clusters Score -1.010613e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29621 members 
Mstep: Class 2 contains 55889 members 
Entering Unmasked Estep 
Score: -10106129.000000 Penalty: 3690.826416
	Iteration 31Q: 3 clusters Score -1.010613e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 55851 members 
Entering Unmasked Estep 
Score: -10106136.000000 Penalty: 3690.826416
	Iteration 32Q: 3 clusters Score -1.010614e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 55824 members 
Entering Unmasked Estep 
Score: -10106134.000000 Penalty: 3690.826416
	Iteration 33Q: 3 clusters Score -1.010613e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29729 members 
Mstep: Class 2 contains 55781 members 
Entering Unmasked Estep 
Score: -10106122.000000 Penalty: 3690.826416
	Iteration 34Q: 3 clusters Score -1.010612e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 55740 members 
Entering Unmasked Estep 
Score: -10106127.000000 Penalty: 3690.826416
	Iteration 35Q: 3 clusters Score -1.010613e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29832 members 
Mstep: Class 2 contains 55678 members 
Entering Unmasked Estep 
Score: -10106136.000000 Penalty: 3690.826416
	Iteration 36Q: 3 clusters Score -1.010614e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 55632 members 
Entering Unmasked Estep 
Score: -10106127.000000 Penalty: 3690.826416
	Iteration 37Q: 3 clusters Score -1.010613e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 55572 members 
Entering Unmasked Estep 
Score: -10106110.000000 Penalty: 3690.826416
	Iteration 38Q: 3 clusters Score -1.010611e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29998 members 
Mstep: Class 2 contains 55512 members 
Entering Unmasked Estep 
Score: -10106113.000000 Penalty: 3690.826416
	Iteration 39Q: 3 clusters Score -1.010611e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 55444 members 
Entering Unmasked Estep 
Score: -10106126.000000 Penalty: 3690.826416
	Iteration 40F: 3 clusters Score -1.010613e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30115 members 
Mstep: Class 2 contains 55395 members 
Entering Unmasked Estep 
Score: -10106140.000000 Penalty: 3690.826416
	Iteration 41Q: 3 clusters Score -1.010614e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Mstep: Class 2 contains 55344 members 
Entering Unmasked Estep 
Score: -10106130.000000 Penalty: 3690.826416
	Iteration 42Q: 3 clusters Score -1.010613e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 55276 members 
Entering Unmasked Estep 
Score: -10106114.000000 Penalty: 3690.826416
	Iteration 43Q: 3 clusters Score -1.010611e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30290 members 
Mstep: Class 2 contains 55220 members 
Entering Unmasked Estep 
Score: -10106114.000000 Penalty: 3690.826416
	Iteration 44Q: 3 clusters Score -1.010611e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 55176 members 
Entering Unmasked Estep 
Score: -10106123.000000 Penalty: 3690.826416
	Iteration 45Q: 3 clusters Score -1.010612e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 55134 members 
Entering Unmasked Estep 
Score: -10106109.000000 Penalty: 3690.826416
	Iteration 46Q: 3 clusters Score -1.010611e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30437 members 
Mstep: Class 2 contains 55073 members 
Entering Unmasked Estep 
Score: -10106106.000000 Penalty: 3690.826416
	Iteration 47Q: 3 clusters Score -1.010611e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 54985 members 
Entering Unmasked Estep 
Score: -10106115.000000 Penalty: 3690.826416
	Iteration 48Q: 3 clusters Score -1.010612e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 54878 members 
Entering Unmasked Estep 
Score: -10106063.000000 Penalty: 3690.826416
	Iteration 49Q: 3 clusters Score -1.010606e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 54779 members 
Entering Unmasked Estep 
Score: -10106074.000000 Penalty: 3690.826416
	Iteration 50Q: 3 clusters Score -1.010607e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 54687 members 
Entering Unmasked Estep 
Score: -10106069.000000 Penalty: 3690.826416
	Iteration 51Q: 3 clusters Score -1.010607e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30919 members 
Mstep: Class 2 contains 54591 members 
Entering Unmasked Estep 
Score: -10106066.000000 Penalty: 3690.826416
	Iteration 52Q: 3 clusters Score -1.010607e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31010 members 
Mstep: Class 2 contains 54500 members 
Entering Unmasked Estep 
Score: -10106068.000000 Penalty: 3690.826416
	Iteration 53Q: 3 clusters Score -1.010607e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31106 members 
Mstep: Class 2 contains 54404 members 
Entering Unmasked Estep 
Score: -10106056.000000 Penalty: 3690.826416
	Iteration 54Q: 3 clusters Score -1.010606e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 54317 members 
Entering Unmasked Estep 
Score: -10106067.000000 Penalty: 3690.826416
	Iteration 55Q: 3 clusters Score -1.010607e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 54204 members 
Entering Unmasked Estep 
Score: -10106060.000000 Penalty: 3690.826416
	Iteration 56Q: 3 clusters Score -1.010606e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31427 members 
Mstep: Class 2 contains 54083 members 
Entering Unmasked Estep 
Score: -10106047.000000 Penalty: 3690.826416
	Iteration 57Q: 3 clusters Score -1.010605e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 53965 members 
Entering Unmasked Estep 
Score: -10106056.000000 Penalty: 3690.826416
	Iteration 58Q: 3 clusters Score -1.010606e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 53836 members 
Entering Unmasked Estep 
Score: -10106055.000000 Penalty: 3690.826416
	Iteration 59Q: 3 clusters Score -1.010606e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31825 members 
Mstep: Class 2 contains 53685 members 
Entering Unmasked Estep 
Score: -10106036.000000 Penalty: 3690.826416
	Iteration 60F: 3 clusters Score -1.010604e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31973 members 
Mstep: Class 2 contains 53537 members 
Entering Unmasked Estep 
Score: -10106051.000000 Penalty: 3690.826416
	Iteration 61Q: 3 clusters Score -1.010605e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32120 members 
Mstep: Class 2 contains 53390 members 
Entering Unmasked Estep 
Score: -10106048.000000 Penalty: 3690.826416
	Iteration 62Q: 3 clusters Score -1.010605e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32260 members 
Mstep: Class 2 contains 53250 members 
Entering Unmasked Estep 
Score: -10106057.000000 Penalty: 3690.826416
	Iteration 63Q: 3 clusters Score -1.010606e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32407 members 
Mstep: Class 2 contains 53103 members 
Entering Unmasked Estep 
Score: -10106030.000000 Penalty: 3690.826416
	Iteration 64Q: 3 clusters Score -1.010603e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32543 members 
Mstep: Class 2 contains 52967 members 
Entering Unmasked Estep 
Score: -10106029.000000 Penalty: 3690.826416
	Iteration 65Q: 3 clusters Score -1.010603e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 52793 members 
Entering Unmasked Estep 
Score: -10106035.000000 Penalty: 3690.826416
	Iteration 66Q: 3 clusters Score -1.010604e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32907 members 
Mstep: Class 2 contains 52603 members 
Entering Unmasked Estep 
Score: -10106041.000000 Penalty: 3690.826416
	Iteration 67Q: 3 clusters Score -1.010604e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33102 members 
Mstep: Class 2 contains 52408 members 
Entering Unmasked Estep 
Score: -10106072.000000 Penalty: 3690.826416
	Iteration 68Q: 3 clusters Score -1.010607e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33293 members 
Mstep: Class 2 contains 52217 members 
Entering Unmasked Estep 
Score: -10106075.000000 Penalty: 3690.826416
	Iteration 69Q: 3 clusters Score -1.010608e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33488 members 
Mstep: Class 2 contains 52022 members 
Entering Unmasked Estep 
Score: -10106089.000000 Penalty: 3690.826416
	Iteration 70Q: 3 clusters Score -1.010609e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 51806 members 
Entering Unmasked Estep 
Score: -10106083.000000 Penalty: 3690.826416
	Iteration 71Q: 3 clusters Score -1.010608e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33931 members 
Mstep: Class 2 contains 51579 members 
Entering Unmasked Estep 
Score: -10106094.000000 Penalty: 3690.826416
	Iteration 72Q: 3 clusters Score -1.010609e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34170 members 
Mstep: Class 2 contains 51340 members 
Entering Unmasked Estep 
Score: -10106096.000000 Penalty: 3690.826416
	Iteration 73Q: 3 clusters Score -1.01061e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 51102 members 
Entering Unmasked Estep 
Score: -10106056.000000 Penalty: 3690.826416
	Iteration 74Q: 3 clusters Score -1.010606e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34639 members 
Mstep: Class 2 contains 50871 members 
Entering Unmasked Estep 
Score: -10106037.000000 Penalty: 3690.826416
	Iteration 75Q: 3 clusters Score -1.010604e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 50640 members 
Entering Unmasked Estep 
Score: -10106043.000000 Penalty: 3690.826416
	Iteration 76Q: 3 clusters Score -1.010604e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 50385 members 
Entering Unmasked Estep 
Score: -10106011.000000 Penalty: 3690.826416
	Iteration 77Q: 3 clusters Score -1.010601e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35374 members 
Mstep: Class 2 contains 50136 members 
Entering Unmasked Estep 
Score: -10106013.000000 Penalty: 3690.826416
	Iteration 78Q: 3 clusters Score -1.010601e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35635 members 
Mstep: Class 2 contains 49875 members 
Entering Unmasked Estep 
Score: -10106012.000000 Penalty: 3690.826416
	Iteration 79Q: 3 clusters Score -1.010601e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35905 members 
Mstep: Class 2 contains 49605 members 
Entering Unmasked Estep 
Score: -10106015.000000 Penalty: 3690.826416
	Iteration 80F: 3 clusters Score -1.010602e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36165 members 
Mstep: Class 2 contains 49345 members 
Entering Unmasked Estep 
Score: -10105990.000000 Penalty: 3690.826416
	Iteration 81Q: 3 clusters Score -1.010599e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36452 members 
Mstep: Class 2 contains 49058 members 
Entering Unmasked Estep 
Score: -10105988.000000 Penalty: 3690.826416
	Iteration 82Q: 3 clusters Score -1.010599e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 48746 members 
Entering Unmasked Estep 
Score: -10105980.000000 Penalty: 3690.826416
	Iteration 83Q: 3 clusters Score -1.010598e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37101 members 
Mstep: Class 2 contains 48409 members 
Entering Unmasked Estep 
Score: -10105958.000000 Penalty: 3690.826416
	Iteration 84Q: 3 clusters Score -1.010596e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37462 members 
Mstep: Class 2 contains 48048 members 
Entering Unmasked Estep 
Score: -10105975.000000 Penalty: 3690.826416
	Iteration 85Q: 3 clusters Score -1.010598e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37846 members 
Mstep: Class 2 contains 47664 members 
Entering Unmasked Estep 
Score: -10105953.000000 Penalty: 3690.826416
	Iteration 86Q: 3 clusters Score -1.010595e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 47316 members 
Entering Unmasked Estep 
Score: -10105967.000000 Penalty: 3690.826416
	Iteration 87Q: 3 clusters Score -1.010597e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38553 members 
Mstep: Class 2 contains 46957 members 
Entering Unmasked Estep 
Score: -10105973.000000 Penalty: 3690.826416
	Iteration 88Q: 3 clusters Score -1.010597e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38948 members 
Mstep: Class 2 contains 46562 members 
Entering Unmasked Estep 
Score: -10105987.000000 Penalty: 3690.826416
	Iteration 89Q: 3 clusters Score -1.010599e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39330 members 
Mstep: Class 2 contains 46180 members 
Entering Unmasked Estep 
Score: -10105983.000000 Penalty: 3690.826416
	Iteration 90Q: 3 clusters Score -1.010598e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39740 members 
Mstep: Class 2 contains 45770 members 
Entering Unmasked Estep 
Score: -10105984.000000 Penalty: 3690.826416
	Iteration 91Q: 3 clusters Score -1.010598e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 45324 members 
Entering Unmasked Estep 
Score: -10105963.000000 Penalty: 3690.826416
	Iteration 92Q: 3 clusters Score -1.010596e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40663 members 
Mstep: Class 2 contains 44847 members 
Entering Unmasked Estep 
Score: -10105943.000000 Penalty: 3690.826416
	Iteration 93Q: 3 clusters Score -1.010594e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41156 members 
Mstep: Class 2 contains 44354 members 
Entering Unmasked Estep 
Score: -10105929.000000 Penalty: 3690.826416
	Iteration 94Q: 3 clusters Score -1.010593e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 43828 members 
Entering Unmasked Estep 
Score: -10105996.000000 Penalty: 3690.826416
	Iteration 95Q: 3 clusters Score -1.0106e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42244 members 
Mstep: Class 2 contains 43266 members 
Entering Unmasked Estep 
Score: -10105981.000000 Penalty: 3690.826416
	Iteration 96Q: 3 clusters Score -1.010598e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42761 members 
Mstep: Class 2 contains 42749 members 
Entering Unmasked Estep 
Score: -10105963.000000 Penalty: 3690.826416
	Iteration 97Q: 3 clusters Score -1.010596e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43349 members 
Mstep: Class 2 contains 42161 members 
Entering Unmasked Estep 
Score: -10105959.000000 Penalty: 3690.826416
	Iteration 98Q: 3 clusters Score -1.010596e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43925 members 
Mstep: Class 2 contains 41585 members 
Entering Unmasked Estep 
Score: -10105958.000000 Penalty: 3690.826416
	Iteration 99Q: 3 clusters Score -1.010596e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44498 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -10105943.000000 Penalty: 3690.826416
	Iteration 100F: 3 clusters Score -1.010594e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45024 members 
Mstep: Class 2 contains 40486 members 
Entering Unmasked Estep 
Score: -10105969.000000 Penalty: 3690.826416
	Iteration 101Q: 3 clusters Score -1.010597e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45533 members 
Mstep: Class 2 contains 39977 members 
Entering Unmasked Estep 
Score: -10105922.000000 Penalty: 3690.826416
	Iteration 102Q: 3 clusters Score -1.010592e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46010 members 
Mstep: Class 2 contains 39500 members 
Entering Unmasked Estep 
Score: -10105928.000000 Penalty: 3690.826416
	Iteration 103Q: 3 clusters Score -1.010593e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46504 members 
Mstep: Class 2 contains 39006 members 
Entering Unmasked Estep 
Score: -10105913.000000 Penalty: 3690.826416
	Iteration 104Q: 3 clusters Score -1.010591e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47026 members 
Mstep: Class 2 contains 38484 members 
Entering Unmasked Estep 
Score: -10105947.000000 Penalty: 3690.826416
	Iteration 105Q: 3 clusters Score -1.010595e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47581 members 
Mstep: Class 2 contains 37929 members 
Entering Unmasked Estep 
Score: -10105915.000000 Penalty: 3690.826416
	Iteration 106Q: 3 clusters Score -1.010592e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48086 members 
Mstep: Class 2 contains 37424 members 
Entering Unmasked Estep 
Score: -10105906.000000 Penalty: 3690.826416
	Iteration 107Q: 3 clusters Score -1.010591e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48594 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -10105872.000000 Penalty: 3690.826416
	Iteration 108Q: 3 clusters Score -1.010587e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49032 members 
Mstep: Class 2 contains 36478 members 
Entering Unmasked Estep 
Score: -10105862.000000 Penalty: 3690.826416
	Iteration 109Q: 3 clusters Score -1.010586e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49431 members 
Mstep: Class 2 contains 36079 members 
Entering Unmasked Estep 
Score: -10105878.000000 Penalty: 3690.826416
	Iteration 110Q: 3 clusters Score -1.010588e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49801 members 
Mstep: Class 2 contains 35709 members 
Entering Unmasked Estep 
Score: -10105859.000000 Penalty: 3690.826416
	Iteration 111Q: 3 clusters Score -1.010586e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50190 members 
Mstep: Class 2 contains 35320 members 
Entering Unmasked Estep 
Score: -10105864.000000 Penalty: 3690.826416
	Iteration 112Q: 3 clusters Score -1.010586e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50589 members 
Mstep: Class 2 contains 34921 members 
Entering Unmasked Estep 
Score: -10105851.000000 Penalty: 3690.826416
	Iteration 113Q: 3 clusters Score -1.010585e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50982 members 
Mstep: Class 2 contains 34528 members 
Entering Unmasked Estep 
Score: -10105879.000000 Penalty: 3690.826416
	Iteration 114Q: 3 clusters Score -1.010588e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51392 members 
Mstep: Class 2 contains 34118 members 
Entering Unmasked Estep 
Score: -10105886.000000 Penalty: 3690.826416
	Iteration 115Q: 3 clusters Score -1.010589e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51770 members 
Mstep: Class 2 contains 33740 members 
Entering Unmasked Estep 
Score: -10105862.000000 Penalty: 3690.826416
	Iteration 116Q: 3 clusters Score -1.010586e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52157 members 
Mstep: Class 2 contains 33353 members 
Entering Unmasked Estep 
Score: -10105802.000000 Penalty: 3690.826416
	Iteration 117Q: 3 clusters Score -1.01058e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52515 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -10105829.000000 Penalty: 3690.826416
	Iteration 118Q: 3 clusters Score -1.010583e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52883 members 
Mstep: Class 2 contains 32627 members 
Entering Unmasked Estep 
Score: -10105818.000000 Penalty: 3690.826416
	Iteration 119Q: 3 clusters Score -1.010582e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53198 members 
Mstep: Class 2 contains 32312 members 
Entering Unmasked Estep 
Score: -10105809.000000 Penalty: 3690.826416
	Iteration 120F: 3 clusters Score -1.010581e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53495 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
Score: -10105798.000000 Penalty: 3690.826416
	Iteration 121Q: 3 clusters Score -1.01058e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53815 members 
Mstep: Class 2 contains 31695 members 
Entering Unmasked Estep 
Score: -10105775.000000 Penalty: 3690.826416
	Iteration 122Q: 3 clusters Score -1.010578e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54143 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -10105758.000000 Penalty: 3690.826416
	Iteration 123Q: 3 clusters Score -1.010576e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54487 members 
Mstep: Class 2 contains 31023 members 
Entering Unmasked Estep 
Score: -10105716.000000 Penalty: 3690.826416
	Iteration 124Q: 3 clusters Score -1.010572e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54825 members 
Mstep: Class 2 contains 30685 members 
Entering Unmasked Estep 
Score: -10105723.000000 Penalty: 3690.826416
	Iteration 125Q: 3 clusters Score -1.010572e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55177 members 
Mstep: Class 2 contains 30333 members 
Entering Unmasked Estep 
Score: -10105720.000000 Penalty: 3690.826416
	Iteration 126Q: 3 clusters Score -1.010572e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55514 members 
Mstep: Class 2 contains 29996 members 
Entering Unmasked Estep 
Score: -10105722.000000 Penalty: 3690.826416
	Iteration 127Q: 3 clusters Score -1.010572e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55884 members 
Mstep: Class 2 contains 29626 members 
Entering Unmasked Estep 
Score: -10105723.000000 Penalty: 3690.826416
	Iteration 128Q: 3 clusters Score -1.010572e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56223 members 
Mstep: Class 2 contains 29287 members 
Entering Unmasked Estep 
Score: -10105706.000000 Penalty: 3690.826416
	Iteration 129Q: 3 clusters Score -1.010571e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56558 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -10105689.000000 Penalty: 3690.826416
	Iteration 130Q: 3 clusters Score -1.010569e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56870 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -10105664.000000 Penalty: 3690.826416
	Iteration 131Q: 3 clusters Score -1.010566e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57183 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -10105638.000000 Penalty: 3690.826416
	Iteration 132Q: 3 clusters Score -1.010564e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57486 members 
Mstep: Class 2 contains 28024 members 
Entering Unmasked Estep 
Score: -10105671.000000 Penalty: 3690.826416
	Iteration 133Q: 3 clusters Score -1.010567e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57757 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -10105676.000000 Penalty: 3690.826416
	Iteration 134Q: 3 clusters Score -1.010568e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58008 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -10105664.000000 Penalty: 3690.826416
	Iteration 135Q: 3 clusters Score -1.010566e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58276 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -10105642.000000 Penalty: 3690.826416
	Iteration 136Q: 3 clusters Score -1.010564e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58509 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -10105630.000000 Penalty: 3690.826416
	Iteration 137Q: 3 clusters Score -1.010563e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58722 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -10105636.000000 Penalty: 3690.826416
	Iteration 138Q: 3 clusters Score -1.010564e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58910 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
Score: -10105644.000000 Penalty: 3690.826416
	Iteration 139Q: 3 clusters Score -1.010564e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59089 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -10105612.000000 Penalty: 3690.826416
	Iteration 140F: 3 clusters Score -1.010561e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59265 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -10105615.000000 Penalty: 3690.826416
	Iteration 141Q: 3 clusters Score -1.010562e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59395 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -10105604.000000 Penalty: 3690.826416
	Iteration 142Q: 3 clusters Score -1.01056e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59523 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -10105598.000000 Penalty: 3690.826416
	Iteration 143Q: 3 clusters Score -1.01056e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59643 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
Score: -10105610.000000 Penalty: 3690.826416
	Iteration 144Q: 3 clusters Score -1.010561e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59742 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -10105610.000000 Penalty: 3690.826416
	Iteration 145Q: 3 clusters Score -1.010561e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59827 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -10105612.000000 Penalty: 3690.826416
	Iteration 146Q: 3 clusters Score -1.010561e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59892 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -10105609.000000 Penalty: 3690.826416
	Iteration 147Q: 3 clusters Score -1.010561e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59957 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -10105603.000000 Penalty: 3690.826416
	Iteration 148Q: 3 clusters Score -1.01056e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59992 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -10105609.000000 Penalty: 3690.826416
	Iteration 149Q: 3 clusters Score -1.010561e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60032 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -10105583.000000 Penalty: 3690.826416
	Iteration 150Q: 3 clusters Score -1.010558e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60072 members 
Mstep: Class 2 contains 25438 members 
Entering Unmasked Estep 
Score: -10105598.000000 Penalty: 3690.826416
	Iteration 151Q: 3 clusters Score -1.01056e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60126 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -10105584.000000 Penalty: 3690.826416
	Iteration 152Q: 3 clusters Score -1.010558e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60169 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -10105571.000000 Penalty: 3690.826416
	Iteration 153Q: 3 clusters Score -1.010557e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60217 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -10105581.000000 Penalty: 3690.826416
	Iteration 154Q: 3 clusters Score -1.010558e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60262 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -10105590.000000 Penalty: 3690.826416
	Iteration 155Q: 3 clusters Score -1.010559e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -10105603.000000 Penalty: 3690.826416
	Iteration 156Q: 3 clusters Score -1.01056e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60323 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -10105579.000000 Penalty: 3690.826416
	Iteration 157Q: 3 clusters Score -1.010558e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60332 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -10105598.000000 Penalty: 3690.826416
	Iteration 158Q: 3 clusters Score -1.01056e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60355 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -10105592.000000 Penalty: 3690.826416
	Iteration 159Q: 3 clusters Score -1.010559e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60381 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -10105595.000000 Penalty: 3690.826416
	Iteration 160F: 3 clusters Score -1.01056e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60413 members 
Mstep: Class 2 contains 25097 members 
Entering Unmasked Estep 
Score: -10105591.000000 Penalty: 3690.826416
	Iteration 161Q: 3 clusters Score -1.010559e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60464 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -10105596.000000 Penalty: 3690.826416
	Iteration 162Q: 3 clusters Score -1.01056e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60516 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -10105599.000000 Penalty: 3690.826416
	Iteration 163Q: 3 clusters Score -1.01056e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60560 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -10105611.000000 Penalty: 3690.826416
	Iteration 164Q: 3 clusters Score -1.010561e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60599 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -10105608.000000 Penalty: 3690.826416
	Iteration 165Q: 3 clusters Score -1.010561e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60634 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -10105596.000000 Penalty: 3690.826416
	Iteration 166Q: 3 clusters Score -1.01056e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60653 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -10105598.000000 Penalty: 3690.826416
	Iteration 167Q: 3 clusters Score -1.01056e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60676 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -10105592.000000 Penalty: 3690.826416
	Iteration 168Q: 3 clusters Score -1.010559e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60685 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -10105590.000000 Penalty: 3690.826416
	Iteration 169Q: 3 clusters Score -1.010559e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60701 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -10105603.000000 Penalty: 3690.826416
	Iteration 170Q: 3 clusters Score -1.01056e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60714 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -10105592.000000 Penalty: 3690.826416
	Iteration 171Q: 3 clusters Score -1.010559e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60717 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -10105580.000000 Penalty: 3690.826416
	Iteration 172Q: 3 clusters Score -1.010558e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60723 members 
Mstep: Class 2 contains 24787 members 
Entering Unmasked Estep 
Score: -10105576.000000 Penalty: 3690.826416
	Iteration 173Q: 3 clusters Score -1.010558e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60733 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -10105583.000000 Penalty: 3690.826416
	Iteration 174Q: 3 clusters Score -1.010558e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60743 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -10105583.000000 Penalty: 3690.826416
	Iteration 175Q: 3 clusters Score -1.010558e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60752 members 
Mstep: Class 2 contains 24758 members 
Entering Unmasked Estep 
Score: -10105594.000000 Penalty: 3690.826416
	Iteration 176Q: 3 clusters Score -1.010559e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60759 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -10105580.000000 Penalty: 3690.826416
	Iteration 177Q: 3 clusters Score -1.010558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60759 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -10105580.000000 Penalty: 3690.826416
	Iteration 178Q: 3 clusters Score -1.010558e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60760 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -10105585.000000 Penalty: 3690.826416
	Iteration 179Q: 3 clusters Score -1.010558e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60759 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -10105583.000000 Penalty: 3690.826416
	Iteration 180F: 3 clusters Score -1.010558e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Entering Unmasked Estep 
Score: -615741.625000 Penalty: 1415.876953
	Iteration 0F: 2 clusters Score -615741.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -611147.312500 Penalty: 2831.753906
	Iteration 0F: 3 clusters Score -611147.3 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -612797.375000 Penalty: 2831.753906
	Iteration 1F: 3 clusters Score -612797.4 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -613240.875000 Penalty: 2831.753906
	Iteration 2F: 3 clusters Score -613240.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -613543.062500 Penalty: 2831.753906
	Iteration 3F: 3 clusters Score -613543.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -613772.187500 Penalty: 2831.753906
	Iteration 4F: 3 clusters Score -613772.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -613950.500000 Penalty: 2831.753906
	Iteration 5Q: 3 clusters Score -613950.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -614129.625000 Penalty: 2831.753906
	Iteration 6Q: 3 clusters Score -614129.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -614294.562500 Penalty: 2831.753906
	Iteration 7Q: 3 clusters Score -614294.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -614410.125000 Penalty: 2831.753906
	Iteration 8Q: 3 clusters Score -614410.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -614490.187500 Penalty: 2831.753906
	Iteration 9Q: 3 clusters Score -614490.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -614554.687500 Penalty: 2831.753906
	Iteration 10Q: 3 clusters Score -614554.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -614608.187500 Penalty: 2831.753906
	Iteration 11Q: 3 clusters Score -614608.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -614663.437500 Penalty: 2831.753906
	Iteration 12Q: 3 clusters Score -614663.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -614713.250000 Penalty: 2831.753906
	Iteration 13Q: 3 clusters Score -614713.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -614745.625000 Penalty: 2831.753906
	Iteration 14Q: 3 clusters Score -614745.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -614775.687500 Penalty: 2831.753906
	Iteration 15Q: 3 clusters Score -614775.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -614799.937500 Penalty: 2831.753906
	Iteration 16Q: 3 clusters Score -614799.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -614817.500000 Penalty: 2831.753906
	Iteration 17Q: 3 clusters Score -614817.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -614836.437500 Penalty: 2831.753906
	Iteration 18Q: 3 clusters Score -614836.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -614852.687500 Penalty: 2831.753906
	Iteration 19Q: 3 clusters Score -614852.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -614864.812500 Penalty: 2831.753906
	Iteration 20F: 3 clusters Score -614864.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -614877.125000 Penalty: 2831.753906
	Iteration 21Q: 3 clusters Score -614877.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -614887.437500 Penalty: 2831.753906
	Iteration 22Q: 3 clusters Score -614887.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -614899.625000 Penalty: 2831.753906
	Iteration 23Q: 3 clusters Score -614899.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -614909.687500 Penalty: 2831.753906
	Iteration 24Q: 3 clusters Score -614909.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -614914.875000 Penalty: 2831.753906
	Iteration 25Q: 3 clusters Score -614914.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -614921.187500 Penalty: 2831.753906
	Iteration 26Q: 3 clusters Score -614921.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -614925.625000 Penalty: 2831.753906
	Iteration 27Q: 3 clusters Score -614925.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -614931.625000 Penalty: 2831.753906
	Iteration 28Q: 3 clusters Score -614931.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -614934.875000 Penalty: 2831.753906
	Iteration 29Q: 3 clusters Score -614934.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -614939.187500 Penalty: 2831.753906
	Iteration 30Q: 3 clusters Score -614939.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -614943.250000 Penalty: 2831.753906
	Iteration 31Q: 3 clusters Score -614943.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -614947.250000 Penalty: 2831.753906
	Iteration 32Q: 3 clusters Score -614947.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -614951.875000 Penalty: 2831.753906
	Iteration 33Q: 3 clusters Score -614951.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -614956.750000 Penalty: 2831.753906
	Iteration 34Q: 3 clusters Score -614956.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -614959.937500 Penalty: 2831.753906
	Iteration 35Q: 3 clusters Score -614959.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -614962.625000 Penalty: 2831.753906
	Iteration 36Q: 3 clusters Score -614962.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -614966.625000 Penalty: 2831.753906
	Iteration 37Q: 3 clusters Score -614966.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -614970.875000 Penalty: 2831.753906
	Iteration 38Q: 3 clusters Score -614970.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -614986.937500 Penalty: 2831.753906
	Iteration 39Q: 3 clusters Score -614986.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -615010.437500 Penalty: 2831.753906
	Iteration 40F: 3 clusters Score -615010.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -615033.687500 Penalty: 2831.753906
	Iteration 41Q: 3 clusters Score -615033.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -615057.562500 Penalty: 2831.753906
	Iteration 42Q: 3 clusters Score -615057.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -615081.750000 Penalty: 2831.753906
	Iteration 43Q: 3 clusters Score -615081.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -615106.562500 Penalty: 2831.753906
	Iteration 44Q: 3 clusters Score -615106.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -615127.437500 Penalty: 2831.753906
	Iteration 45Q: 3 clusters Score -615127.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -615139.875000 Penalty: 2831.753906
	Iteration 46Q: 3 clusters Score -615139.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -615154.562500 Penalty: 2831.753906
	Iteration 47Q: 3 clusters Score -615154.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -615178.312500 Penalty: 2831.753906
	Iteration 48Q: 3 clusters Score -615178.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -615193.687500 Penalty: 2831.753906
	Iteration 49Q: 3 clusters Score -615193.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -615208.062500 Penalty: 2831.753906
	Iteration 50Q: 3 clusters Score -615208.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -615226.375000 Penalty: 2831.753906
	Iteration 51Q: 3 clusters Score -615226.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -615235.375000 Penalty: 2831.753906
	Iteration 52Q: 3 clusters Score -615235.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -615252.812500 Penalty: 2831.753906
	Iteration 53Q: 3 clusters Score -615252.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -615278.000000 Penalty: 2831.753906
	Iteration 54Q: 3 clusters Score -615278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -615300.250000 Penalty: 2831.753906
	Iteration 55Q: 3 clusters Score -615300.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -615312.375000 Penalty: 2831.753906
	Iteration 56Q: 3 clusters Score -615312.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -615317.187500 Penalty: 2831.753906
	Iteration 57Q: 3 clusters Score -615317.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -615321.000000 Penalty: 2831.753906
	Iteration 58Q: 3 clusters Score -615321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -615321.812500 Penalty: 2831.753906
	Iteration 59Q: 3 clusters Score -615321.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -615323.000000 Penalty: 2831.753906
	Iteration 60F: 3 clusters Score -615323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Entering Unmasked Estep 
Score: -723397.687500 Penalty: 1413.101440
	Iteration 0F: 2 clusters Score -723397.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -718806.625000 Penalty: 2826.202881
	Iteration 0F: 3 clusters Score -718806.6 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -720075.187500 Penalty: 2826.202881
	Iteration 1F: 3 clusters Score -720075.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -720293.562500 Penalty: 2826.202881
	Iteration 2F: 3 clusters Score -720293.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -720443.812500 Penalty: 2826.202881
	Iteration 3F: 3 clusters Score -720443.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -720567.937500 Penalty: 2826.202881
	Iteration 4Q: 3 clusters Score -720567.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -720680.062500 Penalty: 2826.202881
	Iteration 5Q: 3 clusters Score -720680.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -720759.500000 Penalty: 2826.202881
	Iteration 6Q: 3 clusters Score -720759.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -720833.687500 Penalty: 2826.202881
	Iteration 7Q: 3 clusters Score -720833.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -720903.437500 Penalty: 2826.202881
	Iteration 8Q: 3 clusters Score -720903.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -720952.312500 Penalty: 2826.202881
	Iteration 9Q: 3 clusters Score -720952.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -721005.437500 Penalty: 2826.202881
	Iteration 10Q: 3 clusters Score -721005.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -721083.875000 Penalty: 2826.202881
	Iteration 11Q: 3 clusters Score -721083.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -721165.500000 Penalty: 2826.202881
	Iteration 12Q: 3 clusters Score -721165.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -721261.437500 Penalty: 2826.202881
	Iteration 13Q: 3 clusters Score -721261.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -721379.375000 Penalty: 2826.202881
	Iteration 14Q: 3 clusters Score -721379.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -721510.625000 Penalty: 2826.202881
	Iteration 15Q: 3 clusters Score -721510.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -721618.687500 Penalty: 2826.202881
	Iteration 16Q: 3 clusters Score -721618.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -721713.250000 Penalty: 2826.202881
	Iteration 17Q: 3 clusters Score -721713.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -721772.875000 Penalty: 2826.202881
	Iteration 18Q: 3 clusters Score -721772.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -721829.187500 Penalty: 2826.202881
	Iteration 19Q: 3 clusters Score -721829.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -721869.375000 Penalty: 2826.202881
	Iteration 20F: 3 clusters Score -721869.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -721895.125000 Penalty: 2826.202881
	Iteration 21Q: 3 clusters Score -721895.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -721912.187500 Penalty: 2826.202881
	Iteration 22Q: 3 clusters Score -721912.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -721928.562500 Penalty: 2826.202881
	Iteration 23Q: 3 clusters Score -721928.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -721941.187500 Penalty: 2826.202881
	Iteration 24Q: 3 clusters Score -721941.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -721953.500000 Penalty: 2826.202881
	Iteration 25Q: 3 clusters Score -721953.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -721962.187500 Penalty: 2826.202881
	Iteration 26Q: 3 clusters Score -721962.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -721965.625000 Penalty: 2826.202881
	Iteration 27Q: 3 clusters Score -721965.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -721967.937500 Penalty: 2826.202881
	Iteration 28Q: 3 clusters Score -721967.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -721971.812500 Penalty: 2826.202881
	Iteration 29Q: 3 clusters Score -721971.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -721973.750000 Penalty: 2826.202881
	Iteration 30Q: 3 clusters Score -721973.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -721974.500000 Penalty: 2826.202881
	Iteration 31Q: 3 clusters Score -721974.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -721978.500000 Penalty: 2826.202881
	Iteration 32Q: 3 clusters Score -721978.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -721983.875000 Penalty: 2826.202881
	Iteration 33Q: 3 clusters Score -721983.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -721981.812500 Penalty: 2826.202881
	Iteration 34Q: 3 clusters Score -721981.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -721983.312500 Penalty: 2826.202881
	Iteration 35Q: 3 clusters Score -721983.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -721983.312500 Penalty: 2826.202881
	Iteration 36F: 3 clusters Score -721983.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (28015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Entering Unmasked Estep 
Score: -3268859.250000 Penalty: 1664.080566
	Iteration 0F: 2 clusters Score -3268859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -3249940.750000 Penalty: 3328.161133
	Iteration 0F: 3 clusters Score -3249941 nChanged 12810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -3256803.000000 Penalty: 3328.161133
	Iteration 1F: 3 clusters Score -3256803 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -3257180.750000 Penalty: 3328.161133
	Iteration 2Q: 3 clusters Score -3257181 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -3257562.000000 Penalty: 3328.161133
	Iteration 3Q: 3 clusters Score -3257562 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -3258116.750000 Penalty: 3328.161133
	Iteration 4Q: 3 clusters Score -3258117 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -3258990.000000 Penalty: 3328.161133
	Iteration 5F: 3 clusters Score -3258990 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -3260306.250000 Penalty: 3328.161133
	Iteration 6F: 3 clusters Score -3260306 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -3262354.750000 Penalty: 3328.161133
	Iteration 7F: 3 clusters Score -3262355 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -3264522.000000 Penalty: 3328.161133
	Iteration 8F: 3 clusters Score -3264522 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3266192.250000 Penalty: 3328.161133
	Iteration 9F: 3 clusters Score -3266192 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3266918.750000 Penalty: 3328.161133
	Iteration 10Q: 3 clusters Score -3266919 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -3267190.000000 Penalty: 3328.161133
	Iteration 11Q: 3 clusters Score -3267190 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -3267292.500000 Penalty: 3328.161133
	Iteration 12Q: 3 clusters Score -3267292 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -3267329.500000 Penalty: 3328.161133
	Iteration 13Q: 3 clusters Score -3267330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -3267366.500000 Penalty: 3328.161133
	Iteration 14Q: 3 clusters Score -3267366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -3267382.500000 Penalty: 3328.161133
	Iteration 15Q: 3 clusters Score -3267382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -3267394.250000 Penalty: 3328.161133
	Iteration 16Q: 3 clusters Score -3267394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -3267404.750000 Penalty: 3328.161133
	Iteration 17Q: 3 clusters Score -3267405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -3267407.000000 Penalty: 3328.161133
	Iteration 18Q: 3 clusters Score -3267407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -3267407.000000 Penalty: 3328.161133
	Iteration 19F: 3 clusters Score -3267407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Entering Unmasked Estep 
Score: -693728.562500 Penalty: 1412.774902
	Iteration 0F: 2 clusters Score -693728.6 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 2980 members 
Entering Unmasked Estep 
Score: -689163.437500 Penalty: 2825.549805
	Iteration 0F: 3 clusters Score -689163.4 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -690449.437500 Penalty: 2825.549805
	Iteration 1F: 3 clusters Score -690449.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -690637.562500 Penalty: 2825.549805
	Iteration 2F: 3 clusters Score -690637.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -690774.250000 Penalty: 2825.549805
	Iteration 3F: 3 clusters Score -690774.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -690886.187500 Penalty: 2825.549805
	Iteration 4Q: 3 clusters Score -690886.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -691001.062500 Penalty: 2825.549805
	Iteration 5Q: 3 clusters Score -691001.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -691125.687500 Penalty: 2825.549805
	Iteration 6Q: 3 clusters Score -691125.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -691258.812500 Penalty: 2825.549805
	Iteration 7Q: 3 clusters Score -691258.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -691400.937500 Penalty: 2825.549805
	Iteration 8Q: 3 clusters Score -691400.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -691552.500000 Penalty: 2825.549805
	Iteration 9Q: 3 clusters Score -691552.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -691711.437500 Penalty: 2825.549805
	Iteration 10Q: 3 clusters Score -691711.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -691872.500000 Penalty: 2825.549805
	Iteration 11Q: 3 clusters Score -691872.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -692032.937500 Penalty: 2825.549805
	Iteration 12Q: 3 clusters Score -692032.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -692174.375000 Penalty: 2825.549805
	Iteration 13Q: 3 clusters Score -692174.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -692252.312500 Penalty: 2825.549805
	Iteration 14Q: 3 clusters Score -692252.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -692307.500000 Penalty: 2825.549805
	Iteration 15Q: 3 clusters Score -692307.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -692337.750000 Penalty: 2825.549805
	Iteration 16Q: 3 clusters Score -692337.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -692354.500000 Penalty: 2825.549805
	Iteration 17Q: 3 clusters Score -692354.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -692369.000000 Penalty: 2825.549805
	Iteration 18Q: 3 clusters Score -692369 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -692381.187500 Penalty: 2825.549805
	Iteration 19Q: 3 clusters Score -692381.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -692390.000000 Penalty: 2825.549805
	Iteration 20F: 3 clusters Score -692390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -692396.062500 Penalty: 2825.549805
	Iteration 21Q: 3 clusters Score -692396.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -692405.250000 Penalty: 2825.549805
	Iteration 22Q: 3 clusters Score -692405.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -692411.000000 Penalty: 2825.549805
	Iteration 23Q: 3 clusters Score -692411 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -692411.625000 Penalty: 2825.549805
	Iteration 24Q: 3 clusters Score -692411.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -692414.937500 Penalty: 2825.549805
	Iteration 25Q: 3 clusters Score -692414.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -692414.437500 Penalty: 2825.549805
	Iteration 26Q: 3 clusters Score -692414.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -692414.750000 Penalty: 2825.549805
	Iteration 27Q: 3 clusters Score -692414.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -692416.500000 Penalty: 2825.549805
	Iteration 28Q: 3 clusters Score -692416.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -692415.937500 Penalty: 2825.549805
	Iteration 29Q: 3 clusters Score -692415.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -692417.625000 Penalty: 2825.549805
	Iteration 30Q: 3 clusters Score -692417.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -692419.312500 Penalty: 2825.549805
	Iteration 31Q: 3 clusters Score -692419.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -692420.750000 Penalty: 2825.549805
	Iteration 32Q: 3 clusters Score -692420.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -692420.062500 Penalty: 2825.549805
	Iteration 33Q: 3 clusters Score -692420.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -692421.875000 Penalty: 2825.549805
	Iteration 34Q: 3 clusters Score -692421.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -692426.750000 Penalty: 2825.549805
	Iteration 35Q: 3 clusters Score -692426.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -692428.437500 Penalty: 2825.549805
	Iteration 36Q: 3 clusters Score -692428.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -692431.500000 Penalty: 2825.549805
	Iteration 37Q: 3 clusters Score -692431.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -692435.875000 Penalty: 2825.549805
	Iteration 38Q: 3 clusters Score -692435.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -692440.375000 Penalty: 2825.549805
	Iteration 39Q: 3 clusters Score -692440.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -692442.375000 Penalty: 2825.549805
	Iteration 40F: 3 clusters Score -692442.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -692445.125000 Penalty: 2825.549805
	Iteration 41Q: 3 clusters Score -692445.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -692445.812500 Penalty: 2825.549805
	Iteration 42Q: 3 clusters Score -692445.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -692445.062500 Penalty: 2825.549805
	Iteration 43Q: 3 clusters Score -692445.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -692445.937500 Penalty: 2825.549805
	Iteration 44Q: 3 clusters Score -692445.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -692446.562500 Penalty: 2825.549805
	Iteration 45Q: 3 clusters Score -692446.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -692447.062500 Penalty: 2825.549805
	Iteration 46Q: 3 clusters Score -692447.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -692447.062500 Penalty: 2825.549805
	Iteration 47F: 3 clusters Score -692447.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Entering Unmasked Estep 
Score: -793377.500000 Penalty: 1433.531494
	Iteration 0F: 2 clusters Score -793377.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -788270.000000 Penalty: 2867.062988
	Iteration 0F: 3 clusters Score -788270 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -789781.937500 Penalty: 2867.062988
	Iteration 1F: 3 clusters Score -789781.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -790072.437500 Penalty: 2867.062988
	Iteration 2F: 3 clusters Score -790072.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -790317.500000 Penalty: 2867.062988
	Iteration 3F: 3 clusters Score -790317.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -790560.937500 Penalty: 2867.062988
	Iteration 4F: 3 clusters Score -790560.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -790823.750000 Penalty: 2867.062988
	Iteration 5F: 3 clusters Score -790823.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -791161.187500 Penalty: 2867.062988
	Iteration 6F: 3 clusters Score -791161.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -791510.375000 Penalty: 2867.062988
	Iteration 7F: 3 clusters Score -791510.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -791815.187500 Penalty: 2867.062988
	Iteration 8F: 3 clusters Score -791815.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -792083.125000 Penalty: 2867.062988
	Iteration 9F: 3 clusters Score -792083.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -792284.125000 Penalty: 2867.062988
	Iteration 10Q: 3 clusters Score -792284.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -792391.375000 Penalty: 2867.062988
	Iteration 11Q: 3 clusters Score -792391.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -792441.125000 Penalty: 2867.062988
	Iteration 12Q: 3 clusters Score -792441.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -792466.937500 Penalty: 2867.062988
	Iteration 13Q: 3 clusters Score -792466.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -792481.812500 Penalty: 2867.062988
	Iteration 14Q: 3 clusters Score -792481.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -792492.437500 Penalty: 2867.062988
	Iteration 15Q: 3 clusters Score -792492.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -792498.000000 Penalty: 2867.062988
	Iteration 16Q: 3 clusters Score -792498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -792504.187500 Penalty: 2867.062988
	Iteration 17Q: 3 clusters Score -792504.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -792504.875000 Penalty: 2867.062988
	Iteration 18Q: 3 clusters Score -792504.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -792508.562500 Penalty: 2867.062988
	Iteration 19Q: 3 clusters Score -792508.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -792511.187500 Penalty: 2867.062988
	Iteration 20F: 3 clusters Score -792511.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -792512.687500 Penalty: 2867.062988
	Iteration 21Q: 3 clusters Score -792512.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -792515.375000 Penalty: 2867.062988
	Iteration 22Q: 3 clusters Score -792515.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -792516.812500 Penalty: 2867.062988
	Iteration 23Q: 3 clusters Score -792516.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -792518.750000 Penalty: 2867.062988
	Iteration 24Q: 3 clusters Score -792518.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -792521.000000 Penalty: 2867.062988
	Iteration 25Q: 3 clusters Score -792521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -792522.625000 Penalty: 2867.062988
	Iteration 26Q: 3 clusters Score -792522.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -792524.375000 Penalty: 2867.062988
	Iteration 27Q: 3 clusters Score -792524.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -792523.812500 Penalty: 2867.062988
	Iteration 28Q: 3 clusters Score -792523.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -792524.625000 Penalty: 2867.062988
	Iteration 29Q: 3 clusters Score -792524.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -792525.062500 Penalty: 2867.062988
	Iteration 30Q: 3 clusters Score -792525.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -792525.750000 Penalty: 2867.062988
	Iteration 31Q: 3 clusters Score -792525.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -792525.937500 Penalty: 2867.062988
	Iteration 32Q: 3 clusters Score -792525.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -792525.937500 Penalty: 2867.062988
	Iteration 33F: 3 clusters Score -792525.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -29902.183594 Penalty: 999.819092
	Iteration 0F: 2 clusters Score -29902.18 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 251 members 
Entering Unmasked Estep 
Score: -29073.644531 Penalty: 1999.638184
	Iteration 0F: 3 clusters Score -29073.64 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -29541.835938 Penalty: 1999.638184
	Iteration 1F: 3 clusters Score -29541.84 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -29806.595703 Penalty: 1999.638184
	Iteration 2F: 3 clusters Score -29806.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -29916.179688 Penalty: 1999.638184
	Iteration 3F: 3 clusters Score -29916.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -29992.531250 Penalty: 1999.638184
	Iteration 4Q: 3 clusters Score -29992.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -30045.857422 Penalty: 1999.638184
	Iteration 5Q: 3 clusters Score -30045.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -30064.857422 Penalty: 1999.638184
	Iteration 6Q: 3 clusters Score -30064.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -30078.849609 Penalty: 1999.638184
	Iteration 7Q: 3 clusters Score -30078.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -30102.203125 Penalty: 1999.638184
	Iteration 8Q: 3 clusters Score -30102.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -30109.134766 Penalty: 1999.638184
	Iteration 9Q: 3 clusters Score -30109.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -30111.367188 Penalty: 1999.638184
	Iteration 10Q: 3 clusters Score -30111.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -30112.248047 Penalty: 1999.638184
	Iteration 11Q: 3 clusters Score -30112.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -30114.240234 Penalty: 1999.638184
	Iteration 12F: 3 clusters Score -30114.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -30140.111328 Penalty: 1999.638184
	Iteration 13Q: 3 clusters Score -30140.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -30145.720703 Penalty: 1999.638184
	Iteration 14Q: 3 clusters Score -30145.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -30147.078125 Penalty: 1999.638184
	Iteration 15Q: 3 clusters Score -30147.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -30147.078125 Penalty: 1999.638184
	Iteration 16F: 3 clusters Score -30147.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 197158 members 
Mstep: Class 3 contains 84768 members 
Mstep: Class 4 contains 11426 members 
Mstep: Class 5 contains 303 members 
Mstep: Class 6 contains 37059 members 
Mstep: Class 7 contains 88085 members 
Mstep: Class 8 contains 14774 members 
Mstep: Class 9 contains 37246 members 
Mstep: Class 10 contains 9130 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8880 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19177 members 
Mstep: Class 16 contains 68431 members 
Mstep: Class 17 contains 122760 members 
Mstep: Class 18 contains 109470 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 50725 members 
Mstep: Class 21 contains 33649 members 
Mstep: Class 22 contains 16425 members 
Mstep: Class 23 contains 10835 members 
Mstep: Class 24 contains 3680 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 85510 members 
Mstep: Class 29 contains 6082 members 
Mstep: Class 30 contains 5979 members 
Mstep: Class 31 contains 28015 members 
Mstep: Class 32 contains 5967 members 
Mstep: Class 33 contains 6780 members 
Mstep: Class 34 contains 167 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1551 members 
Mstep: Class 37 contains 66321 members 
Mstep: Class 38 contains 1244 members 
Mstep: Class 39 contains 117003 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18369 members 
Mstep: Class 44 contains 121441 members 
Mstep: Class 45 contains 48649 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 46285 members 
Mstep: Class 49 contains 13417 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 991 members 
Mstep: Class 52 contains 4660 members 
Mstep: Class 53 contains 50792 members 
Mstep: Class 54 contains 107834 members 
Mstep: Class 55 contains 36798 members 
Entering Unmasked Estep 
Score: -194690128.000000 Penalty: 128338.117188
Splitting cluster 34 changes total score from -194691072.000000 to -194690128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Entering Unmasked Estep 
Score: -22951.667969 Penalty: 949.104248
	Iteration 0F: 2 clusters Score -22951.67 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 174 members 
Entering Unmasked Estep 
Score: -22119.349609 Penalty: 1898.208496
	Iteration 0F: 3 clusters Score -22119.35 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -22403.878906 Penalty: 1898.208496
	Iteration 1F: 3 clusters Score -22403.88 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -22464.123047 Penalty: 1898.208496
	Iteration 2F: 3 clusters Score -22464.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -22502.169922 Penalty: 1898.208496
	Iteration 3Q: 3 clusters Score -22502.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -22542.503906 Penalty: 1898.208496
	Iteration 4F: 3 clusters Score -22542.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -22573.664062 Penalty: 1898.208496
	Iteration 5Q: 3 clusters Score -22573.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -22622.169922 Penalty: 1898.208496
	Iteration 6Q: 3 clusters Score -22622.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -22638.644531 Penalty: 1898.208496
	Iteration 7Q: 3 clusters Score -22638.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -22665.773438 Penalty: 1898.208496
	Iteration 8Q: 3 clusters Score -22665.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -22683.015625 Penalty: 1898.208496
	Iteration 9Q: 3 clusters Score -22683.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -22687.150391 Penalty: 1898.208496
	Iteration 10Q: 3 clusters Score -22687.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -22689.835938 Penalty: 1898.208496
	Iteration 11Q: 3 clusters Score -22689.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -22693.041016 Penalty: 1898.208496
	Iteration 12Q: 3 clusters Score -22693.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -22694.083984 Penalty: 1898.208496
	Iteration 13Q: 3 clusters Score -22694.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -22696.935547 Penalty: 1898.208496
	Iteration 14F: 3 clusters Score -22696.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -22731.789062 Penalty: 1898.208496
	Iteration 15Q: 3 clusters Score -22731.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -22737.414062 Penalty: 1898.208496
	Iteration 16Q: 3 clusters Score -22737.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -22747.220703 Penalty: 1898.208496
	Iteration 17Q: 3 clusters Score -22747.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -22764.960938 Penalty: 1898.208496
	Iteration 18Q: 3 clusters Score -22764.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -22764.960938 Penalty: 1898.208496
	Iteration 19F: 3 clusters Score -22764.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Entering Unmasked Estep 
Score: -166883.328125 Penalty: 1193.831543
	Iteration 0F: 2 clusters Score -166883.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -165087.046875 Penalty: 2387.663086
	Iteration 0F: 3 clusters Score -165087 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -165466.359375 Penalty: 2387.663086
	Iteration 1F: 3 clusters Score -165466.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -165605.734375 Penalty: 2387.663086
	Iteration 2F: 3 clusters Score -165605.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -165729.484375 Penalty: 2387.663086
	Iteration 3F: 3 clusters Score -165729.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -165841.218750 Penalty: 2387.663086
	Iteration 4F: 3 clusters Score -165841.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -165921.265625 Penalty: 2387.663086
	Iteration 5Q: 3 clusters Score -165921.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -165987.031250 Penalty: 2387.663086
	Iteration 6Q: 3 clusters Score -165987 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -166054.765625 Penalty: 2387.663086
	Iteration 7Q: 3 clusters Score -166054.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -166111.390625 Penalty: 2387.663086
	Iteration 8Q: 3 clusters Score -166111.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -166142.281250 Penalty: 2387.663086
	Iteration 9Q: 3 clusters Score -166142.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -166172.125000 Penalty: 2387.663086
	Iteration 10Q: 3 clusters Score -166172.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -166204.156250 Penalty: 2387.663086
	Iteration 11Q: 3 clusters Score -166204.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -166226.390625 Penalty: 2387.663086
	Iteration 12Q: 3 clusters Score -166226.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -166246.875000 Penalty: 2387.663086
	Iteration 13Q: 3 clusters Score -166246.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -166259.375000 Penalty: 2387.663086
	Iteration 14Q: 3 clusters Score -166259.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -166263.968750 Penalty: 2387.663086
	Iteration 15Q: 3 clusters Score -166264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -166269.921875 Penalty: 2387.663086
	Iteration 16Q: 3 clusters Score -166269.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -166275.375000 Penalty: 2387.663086
	Iteration 17Q: 3 clusters Score -166275.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -166281.375000 Penalty: 2387.663086
	Iteration 18Q: 3 clusters Score -166281.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -166290.015625 Penalty: 2387.663086
	Iteration 19Q: 3 clusters Score -166290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -166292.796875 Penalty: 2387.663086
	Iteration 20F: 3 clusters Score -166292.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -166294.593750 Penalty: 2387.663086
	Iteration 21Q: 3 clusters Score -166294.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -166296.218750 Penalty: 2387.663086
	Iteration 22Q: 3 clusters Score -166296.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -166300.078125 Penalty: 2387.663086
	Iteration 23Q: 3 clusters Score -166300.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -166303.765625 Penalty: 2387.663086
	Iteration 24Q: 3 clusters Score -166303.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -166308.203125 Penalty: 2387.663086
	Iteration 25Q: 3 clusters Score -166308.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -166310.062500 Penalty: 2387.663086
	Iteration 26Q: 3 clusters Score -166310.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -166310.062500 Penalty: 2387.663086
	Iteration 27F: 3 clusters Score -166310.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (66321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66321 members 
Entering Unmasked Estep 
Score: -7760009.000000 Penalty: 1804.117554
	Iteration 0F: 2 clusters Score -7760009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33285 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -7715892.500000 Penalty: 3608.235107
	Iteration 0F: 3 clusters Score -7715892 nChanged 31381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 31349 members 
Entering Unmasked Estep 
Score: -7733756.500000 Penalty: 3608.235107
	Iteration 1F: 3 clusters Score -7733756 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36096 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -7734187.500000 Penalty: 3608.235107
	Iteration 2Q: 3 clusters Score -7734188 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 28509 members 
Entering Unmasked Estep 
Score: -7734865.000000 Penalty: 3608.235107
	Iteration 3Q: 3 clusters Score -7734865 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40293 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -7736004.500000 Penalty: 3608.235107
	Iteration 4Q: 3 clusters Score -7736004 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43858 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -7737982.500000 Penalty: 3608.235107
	Iteration 5F: 3 clusters Score -7737982 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48737 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -7741452.000000 Penalty: 3608.235107
	Iteration 6F: 3 clusters Score -7741452 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54621 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -7746599.000000 Penalty: 3608.235107
	Iteration 7F: 3 clusters Score -7746599 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60328 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -7752272.500000 Penalty: 3608.235107
	Iteration 8F: 3 clusters Score -7752272 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64138 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -7756187.000000 Penalty: 3608.235107
	Iteration 9F: 3 clusters Score -7756187 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65680 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -7757706.500000 Penalty: 3608.235107
	Iteration 10Q: 3 clusters Score -7757706 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66102 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -7758154.000000 Penalty: 3608.235107
	Iteration 11Q: 3 clusters Score -7758154 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66175 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -7758258.000000 Penalty: 3608.235107
	Iteration 12Q: 3 clusters Score -7758258 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66193 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -7758302.500000 Penalty: 3608.235107
	Iteration 13Q: 3 clusters Score -7758302 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66202 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -7758348.000000 Penalty: 3608.235107
	Iteration 14Q: 3 clusters Score -7758348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66208 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -7758367.000000 Penalty: 3608.235107
	Iteration 15Q: 3 clusters Score -7758367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66210 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7758371.500000 Penalty: 3608.235107
	Iteration 16Q: 3 clusters Score -7758372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66212 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7758384.500000 Penalty: 3608.235107
	Iteration 17Q: 3 clusters Score -7758384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66212 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -7758384.500000 Penalty: 3608.235107
	Iteration 18F: 3 clusters Score -7758384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Entering Unmasked Estep 
Score: -122721.742188 Penalty: 1157.989136
	Iteration 0F: 2 clusters Score -122721.7 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 598 members 
Entering Unmasked Estep 
Score: -121110.273438 Penalty: 2315.978271
	Iteration 0F: 3 clusters Score -121110.3 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -121483.531250 Penalty: 2315.978271
	Iteration 1F: 3 clusters Score -121483.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -121651.406250 Penalty: 2315.978271
	Iteration 2F: 3 clusters Score -121651.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -121784.007812 Penalty: 2315.978271
	Iteration 3F: 3 clusters Score -121784 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -121868.039062 Penalty: 2315.978271
	Iteration 4F: 3 clusters Score -121868 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -121921.015625 Penalty: 2315.978271
	Iteration 5Q: 3 clusters Score -121921 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -121963.023438 Penalty: 2315.978271
	Iteration 6Q: 3 clusters Score -121963 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -121994.054688 Penalty: 2315.978271
	Iteration 7Q: 3 clusters Score -121994.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -122022.148438 Penalty: 2315.978271
	Iteration 8Q: 3 clusters Score -122022.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -122040.960938 Penalty: 2315.978271
	Iteration 9Q: 3 clusters Score -122041 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -122059.710938 Penalty: 2315.978271
	Iteration 10Q: 3 clusters Score -122059.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -122078.531250 Penalty: 2315.978271
	Iteration 11Q: 3 clusters Score -122078.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -122085.390625 Penalty: 2315.978271
	Iteration 12Q: 3 clusters Score -122085.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -122090.515625 Penalty: 2315.978271
	Iteration 13Q: 3 clusters Score -122090.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -122096.250000 Penalty: 2315.978271
	Iteration 14Q: 3 clusters Score -122096.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -122097.335938 Penalty: 2315.978271
	Iteration 15Q: 3 clusters Score -122097.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -122097.460938 Penalty: 2315.978271
	Iteration 16Q: 3 clusters Score -122097.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -122098.765625 Penalty: 2315.978271
	Iteration 17F: 3 clusters Score -122098.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -122102.171875 Penalty: 2315.978271
	Iteration 18Q: 3 clusters Score -122102.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -122104.640625 Penalty: 2315.978271
	Iteration 19Q: 3 clusters Score -122104.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -122105.609375 Penalty: 2315.978271
	Iteration 20F: 3 clusters Score -122105.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -122105.789062 Penalty: 2315.978271
	Iteration 21Q: 3 clusters Score -122105.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -122105.789062 Penalty: 2315.978271
	Iteration 22F: 3 clusters Score -122105.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (117003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117003 members 
Entering Unmasked Estep 
Score: -13906633.000000 Penalty: 1896.367676
	Iteration 0F: 2 clusters Score -1.390663e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58655 members 
Mstep: Class 2 contains 58348 members 
Entering Unmasked Estep 
Score: -13833333.000000 Penalty: 3792.735352
	Iteration 0F: 3 clusters Score -1.383333e+07 nChanged 56216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60697 members 
Mstep: Class 2 contains 56306 members 
Entering Unmasked Estep 
Score: -13865824.000000 Penalty: 3792.735352
	Iteration 1F: 3 clusters Score -1.386582e+07 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62005 members 
Mstep: Class 2 contains 54998 members 
Entering Unmasked Estep 
Score: -13866517.000000 Penalty: 3792.735352
	Iteration 2Q: 3 clusters Score -1.386652e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63778 members 
Mstep: Class 2 contains 53225 members 
Entering Unmasked Estep 
Score: -13867373.000000 Penalty: 3792.735352
	Iteration 3Q: 3 clusters Score -1.386737e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66440 members 
Mstep: Class 2 contains 50563 members 
Entering Unmasked Estep 
Score: -13868726.000000 Penalty: 3792.735352
	Iteration 4Q: 3 clusters Score -1.386873e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70324 members 
Mstep: Class 2 contains 46679 members 
Entering Unmasked Estep 
Score: -13871140.000000 Penalty: 3792.735352
	Iteration 5Q: 3 clusters Score -1.387114e+07 nChanged 6818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75452 members 
Mstep: Class 2 contains 41551 members 
Entering Unmasked Estep 
Score: -13875403.000000 Penalty: 3792.735352
	Iteration 6F: 3 clusters Score -1.38754e+07 nChanged 8253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81497 members 
Mstep: Class 2 contains 35506 members 
Entering Unmasked Estep 
Score: -13881916.000000 Penalty: 3792.735352
	Iteration 7F: 3 clusters Score -1.388192e+07 nChanged 8376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86665 members 
Mstep: Class 2 contains 30338 members 
Entering Unmasked Estep 
Score: -13890120.000000 Penalty: 3792.735352
	Iteration 8F: 3 clusters Score -1.389012e+07 nChanged 6908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89925 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -13896142.000000 Penalty: 3792.735352
	Iteration 9F: 3 clusters Score -1.389614e+07 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91879 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -13899474.000000 Penalty: 3792.735352
	Iteration 10Q: 3 clusters Score -1.389947e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93483 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -13901212.000000 Penalty: 3792.735352
	Iteration 11Q: 3 clusters Score -1.390121e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94868 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -13902407.000000 Penalty: 3792.735352
	Iteration 12Q: 3 clusters Score -1.390241e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96116 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -13903667.000000 Penalty: 3792.735352
	Iteration 13Q: 3 clusters Score -1.390367e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97343 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -13904782.000000 Penalty: 3792.735352
	Iteration 14Q: 3 clusters Score -1.390478e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98546 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -13905816.000000 Penalty: 3792.735352
	Iteration 15Q: 3 clusters Score -1.390582e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99687 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -13906542.000000 Penalty: 3792.735352
	Iteration 16Q: 3 clusters Score -1.390654e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100802 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -13907021.000000 Penalty: 3792.735352
	Iteration 17Q: 3 clusters Score -1.390702e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101822 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -13907378.000000 Penalty: 3792.735352
	Iteration 18Q: 3 clusters Score -1.390738e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102813 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -13907585.000000 Penalty: 3792.735352
	Iteration 19Q: 3 clusters Score -1.390758e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103761 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -13907730.000000 Penalty: 3792.735352
	Iteration 20F: 3 clusters Score -1.390773e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104580 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -13907816.000000 Penalty: 3792.735352
	Iteration 21Q: 3 clusters Score -1.390782e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105332 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -13907876.000000 Penalty: 3792.735352
	Iteration 22Q: 3 clusters Score -1.390788e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105998 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -13907866.000000 Penalty: 3792.735352
	Iteration 23Q: 3 clusters Score -1.390787e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106588 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -13907881.000000 Penalty: 3792.735352
	Iteration 24Q: 3 clusters Score -1.390788e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107143 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -13907872.000000 Penalty: 3792.735352
	Iteration 25Q: 3 clusters Score -1.390787e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107627 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -13907903.000000 Penalty: 3792.735352
	Iteration 26Q: 3 clusters Score -1.39079e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108040 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -13907968.000000 Penalty: 3792.735352
	Iteration 27Q: 3 clusters Score -1.390797e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108377 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -13907959.000000 Penalty: 3792.735352
	Iteration 28Q: 3 clusters Score -1.390796e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108646 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -13907988.000000 Penalty: 3792.735352
	Iteration 29Q: 3 clusters Score -1.390799e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108887 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -13907982.000000 Penalty: 3792.735352
	Iteration 30Q: 3 clusters Score -1.390798e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109098 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -13907937.000000 Penalty: 3792.735352
	Iteration 31Q: 3 clusters Score -1.390794e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109273 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -13907920.000000 Penalty: 3792.735352
	Iteration 32Q: 3 clusters Score -1.390792e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109428 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -13907938.000000 Penalty: 3792.735352
	Iteration 33Q: 3 clusters Score -1.390794e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109564 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -13907926.000000 Penalty: 3792.735352
	Iteration 34Q: 3 clusters Score -1.390793e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109681 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -13907922.000000 Penalty: 3792.735352
	Iteration 35Q: 3 clusters Score -1.390792e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109794 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -13907900.000000 Penalty: 3792.735352
	Iteration 36Q: 3 clusters Score -1.39079e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109893 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -13907894.000000 Penalty: 3792.735352
	Iteration 37Q: 3 clusters Score -1.390789e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109995 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -13907902.000000 Penalty: 3792.735352
	Iteration 38Q: 3 clusters Score -1.39079e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110094 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -13907944.000000 Penalty: 3792.735352
	Iteration 39Q: 3 clusters Score -1.390794e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110176 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -13907944.000000 Penalty: 3792.735352
	Iteration 40F: 3 clusters Score -1.390794e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110243 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -13907932.000000 Penalty: 3792.735352
	Iteration 41Q: 3 clusters Score -1.390793e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110304 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -13907930.000000 Penalty: 3792.735352
	Iteration 42Q: 3 clusters Score -1.390793e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110359 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -13907916.000000 Penalty: 3792.735352
	Iteration 43Q: 3 clusters Score -1.390792e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110403 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -13907930.000000 Penalty: 3792.735352
	Iteration 44Q: 3 clusters Score -1.390793e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110440 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -13907944.000000 Penalty: 3792.735352
	Iteration 45Q: 3 clusters Score -1.390794e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110464 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -13907938.000000 Penalty: 3792.735352
	Iteration 46Q: 3 clusters Score -1.390794e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110486 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -13907925.000000 Penalty: 3792.735352
	Iteration 47Q: 3 clusters Score -1.390792e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110502 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -13907917.000000 Penalty: 3792.735352
	Iteration 48Q: 3 clusters Score -1.390792e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110517 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -13907898.000000 Penalty: 3792.735352
	Iteration 49Q: 3 clusters Score -1.39079e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110533 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -13907889.000000 Penalty: 3792.735352
	Iteration 50Q: 3 clusters Score -1.390789e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110548 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -13907894.000000 Penalty: 3792.735352
	Iteration 51Q: 3 clusters Score -1.390789e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110559 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -13907891.000000 Penalty: 3792.735352
	Iteration 52Q: 3 clusters Score -1.390789e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110565 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -13907900.000000 Penalty: 3792.735352
	Iteration 53Q: 3 clusters Score -1.39079e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110570 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -13907896.000000 Penalty: 3792.735352
	Iteration 54Q: 3 clusters Score -1.39079e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110576 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -13907892.000000 Penalty: 3792.735352
	Iteration 55Q: 3 clusters Score -1.390789e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110586 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -13907907.000000 Penalty: 3792.735352
	Iteration 56Q: 3 clusters Score -1.390791e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110594 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -13907915.000000 Penalty: 3792.735352
	Iteration 57Q: 3 clusters Score -1.390792e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110600 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -13907920.000000 Penalty: 3792.735352
	Iteration 58Q: 3 clusters Score -1.390792e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110605 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -13907917.000000 Penalty: 3792.735352
	Iteration 59Q: 3 clusters Score -1.390792e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110611 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -13907911.000000 Penalty: 3792.735352
	Iteration 60F: 3 clusters Score -1.390791e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110614 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -13907915.000000 Penalty: 3792.735352
	Iteration 61Q: 3 clusters Score -1.390792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110616 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -13907913.000000 Penalty: 3792.735352
	Iteration 62Q: 3 clusters Score -1.390791e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110618 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -13907909.000000 Penalty: 3792.735352
	Iteration 63Q: 3 clusters Score -1.390791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110625 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -13907903.000000 Penalty: 3792.735352
	Iteration 64Q: 3 clusters Score -1.39079e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110636 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -13907918.000000 Penalty: 3792.735352
	Iteration 65Q: 3 clusters Score -1.390792e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110645 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -13907906.000000 Penalty: 3792.735352
	Iteration 66Q: 3 clusters Score -1.390791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110652 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -13907902.000000 Penalty: 3792.735352
	Iteration 67Q: 3 clusters Score -1.39079e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110659 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -13907900.000000 Penalty: 3792.735352
	Iteration 68Q: 3 clusters Score -1.39079e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110667 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -13907893.000000 Penalty: 3792.735352
	Iteration 69Q: 3 clusters Score -1.390789e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110672 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -13907893.000000 Penalty: 3792.735352
	Iteration 70Q: 3 clusters Score -1.390789e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110673 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -13907896.000000 Penalty: 3792.735352
	Iteration 71Q: 3 clusters Score -1.39079e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110677 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -13907903.000000 Penalty: 3792.735352
	Iteration 72Q: 3 clusters Score -1.39079e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110681 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -13907887.000000 Penalty: 3792.735352
	Iteration 73Q: 3 clusters Score -1.390789e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110686 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -13907891.000000 Penalty: 3792.735352
	Iteration 74Q: 3 clusters Score -1.390789e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110687 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -13907882.000000 Penalty: 3792.735352
	Iteration 75Q: 3 clusters Score -1.390788e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110687 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -13907882.000000 Penalty: 3792.735352
	Iteration 76F: 3 clusters Score -1.390788e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 197158 members 
Mstep: Class 3 contains 84768 members 
Mstep: Class 4 contains 11426 members 
Mstep: Class 5 contains 6316 members 
Mstep: Class 6 contains 37059 members 
Mstep: Class 7 contains 88085 members 
Mstep: Class 8 contains 14774 members 
Mstep: Class 9 contains 37246 members 
Mstep: Class 10 contains 9130 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8880 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19177 members 
Mstep: Class 16 contains 68431 members 
Mstep: Class 17 contains 122760 members 
Mstep: Class 18 contains 109470 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 50725 members 
Mstep: Class 21 contains 33649 members 
Mstep: Class 22 contains 16425 members 
Mstep: Class 23 contains 10835 members 
Mstep: Class 24 contains 3680 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 85510 members 
Mstep: Class 29 contains 6082 members 
Mstep: Class 30 contains 5979 members 
Mstep: Class 31 contains 28015 members 
Mstep: Class 32 contains 5967 members 
Mstep: Class 33 contains 6780 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1551 members 
Mstep: Class 37 contains 66321 members 
Mstep: Class 38 contains 1244 members 
Mstep: Class 39 contains 110687 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18369 members 
Mstep: Class 44 contains 121441 members 
Mstep: Class 45 contains 48649 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 46285 members 
Mstep: Class 49 contains 13417 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 991 members 
Mstep: Class 52 contains 4660 members 
Mstep: Class 53 contains 50792 members 
Mstep: Class 54 contains 107834 members 
Mstep: Class 55 contains 36798 members 
Entering Unmasked Estep 
Score: -194692144.000000 Penalty: 128338.117188
Splitting cluster 39 changes total score from -194691072.000000 to -194692144.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 40 (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: -47824.261719 Penalty: 1007.912048
	Iteration 0F: 2 clusters Score -47824.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -46783.832031 Penalty: 2015.824097
	Iteration 0F: 3 clusters Score -46783.83 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -46964.976562 Penalty: 2015.824097
	Iteration 1F: 3 clusters Score -46964.98 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -47053.550781 Penalty: 2015.824097
	Iteration 2F: 3 clusters Score -47053.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -47101.929688 Penalty: 2015.824097
	Iteration 3Q: 3 clusters Score -47101.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -47138.675781 Penalty: 2015.824097
	Iteration 4Q: 3 clusters Score -47138.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -47169.496094 Penalty: 2015.824097
	Iteration 5Q: 3 clusters Score -47169.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -47202.777344 Penalty: 2015.824097
	Iteration 6Q: 3 clusters Score -47202.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -47217.773438 Penalty: 2015.824097
	Iteration 7Q: 3 clusters Score -47217.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -47229.484375 Penalty: 2015.824097
	Iteration 8Q: 3 clusters Score -47229.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -47237.164062 Penalty: 2015.824097
	Iteration 9Q: 3 clusters Score -47237.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -47248.855469 Penalty: 2015.824097
	Iteration 10Q: 3 clusters Score -47248.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -47252.933594 Penalty: 2015.824097
	Iteration 11Q: 3 clusters Score -47252.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -47257.613281 Penalty: 2015.824097
	Iteration 12Q: 3 clusters Score -47257.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -47269.207031 Penalty: 2015.824097
	Iteration 13Q: 3 clusters Score -47269.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -47282.378906 Penalty: 2015.824097
	Iteration 14Q: 3 clusters Score -47282.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -47305.414062 Penalty: 2015.824097
	Iteration 15Q: 3 clusters Score -47305.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -47311.523438 Penalty: 2015.824097
	Iteration 16Q: 3 clusters Score -47311.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -47312.144531 Penalty: 2015.824097
	Iteration 17F: 3 clusters Score -47312.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -47319.894531 Penalty: 2015.824097
	Iteration 18Q: 3 clusters Score -47319.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -47321.855469 Penalty: 2015.824097
	Iteration 19Q: 3 clusters Score -47321.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -47323.882812 Penalty: 2015.824097
	Iteration 20F: 3 clusters Score -47323.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -25772.669922 Penalty: 938.868469
	Iteration 0F: 2 clusters Score -25772.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -24923.753906 Penalty: 1877.736938
	Iteration 0F: 3 clusters Score -24923.75 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -25149.031250 Penalty: 1877.736938
	Iteration 1F: 3 clusters Score -25149.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -25199.304688 Penalty: 1877.736938
	Iteration 2F: 3 clusters Score -25199.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -25221.156250 Penalty: 1877.736938
	Iteration 3Q: 3 clusters Score -25221.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -25233.744141 Penalty: 1877.736938
	Iteration 4Q: 3 clusters Score -25233.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -25235.529297 Penalty: 1877.736938
	Iteration 5Q: 3 clusters Score -25235.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -25235.529297 Penalty: 1877.736938
	Iteration 6F: 3 clusters Score -25235.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -49408.328125 Penalty: 1007.912048
	Iteration 0F: 2 clusters Score -49408.33 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 271 members 
Entering Unmasked Estep 
Score: -48347.148438 Penalty: 2015.824097
	Iteration 0F: 3 clusters Score -48347.15 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -48518.097656 Penalty: 2015.824097
	Iteration 1F: 3 clusters Score -48518.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -48609.175781 Penalty: 2015.824097
	Iteration 2F: 3 clusters Score -48609.18 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -48643.121094 Penalty: 2015.824097
	Iteration 3Q: 3 clusters Score -48643.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -48712.113281 Penalty: 2015.824097
	Iteration 4Q: 3 clusters Score -48712.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -48778.382812 Penalty: 2015.824097
	Iteration 5Q: 3 clusters Score -48778.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -48807.960938 Penalty: 2015.824097
	Iteration 6Q: 3 clusters Score -48807.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -48850.320312 Penalty: 2015.824097
	Iteration 7Q: 3 clusters Score -48850.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -48884.714844 Penalty: 2015.824097
	Iteration 8Q: 3 clusters Score -48884.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -48893.847656 Penalty: 2015.824097
	Iteration 9Q: 3 clusters Score -48893.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -48911.800781 Penalty: 2015.824097
	Iteration 10Q: 3 clusters Score -48911.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -48930.703125 Penalty: 2015.824097
	Iteration 11Q: 3 clusters Score -48930.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -48947.890625 Penalty: 2015.824097
	Iteration 12Q: 3 clusters Score -48947.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -48952.527344 Penalty: 2015.824097
	Iteration 13Q: 3 clusters Score -48952.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -48962.312500 Penalty: 2015.824097
	Iteration 14Q: 3 clusters Score -48962.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -48962.312500 Penalty: 2015.824097
	Iteration 15F: 3 clusters Score -48962.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (18369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Entering Unmasked Estep 
Score: -2179320.750000 Penalty: 1595.493164
	Iteration 0F: 2 clusters Score -2179321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -2166665.250000 Penalty: 3190.986328
	Iteration 0F: 3 clusters Score -2166665 nChanged 8342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -2171100.250000 Penalty: 3190.986328
	Iteration 1F: 3 clusters Score -2171100 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -2171326.750000 Penalty: 3190.986328
	Iteration 2Q: 3 clusters Score -2171327 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -2171515.250000 Penalty: 3190.986328
	Iteration 3Q: 3 clusters Score -2171515 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -2171678.000000 Penalty: 3190.986328
	Iteration 4Q: 3 clusters Score -2171678 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -2171802.500000 Penalty: 3190.986328
	Iteration 5Q: 3 clusters Score -2171802 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -2171907.250000 Penalty: 3190.986328
	Iteration 6Q: 3 clusters Score -2171907 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -2171995.500000 Penalty: 3190.986328
	Iteration 7Q: 3 clusters Score -2171996 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -2172086.500000 Penalty: 3190.986328
	Iteration 8Q: 3 clusters Score -2172086 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -2172166.500000 Penalty: 3190.986328
	Iteration 9Q: 3 clusters Score -2172166 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -2172250.500000 Penalty: 3190.986328
	Iteration 10Q: 3 clusters Score -2172250 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -2172356.250000 Penalty: 3190.986328
	Iteration 11Q: 3 clusters Score -2172356 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -2172532.250000 Penalty: 3190.986328
	Iteration 12Q: 3 clusters Score -2172532 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -2172790.500000 Penalty: 3190.986328
	Iteration 13Q: 3 clusters Score -2172790 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -2173248.500000 Penalty: 3190.986328
	Iteration 14Q: 3 clusters Score -2173248 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -2173993.250000 Penalty: 3190.986328
	Iteration 15F: 3 clusters Score -2173993 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -2175054.500000 Penalty: 3190.986328
	Iteration 16F: 3 clusters Score -2175054 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2176184.750000 Penalty: 3190.986328
	Iteration 17F: 3 clusters Score -2176185 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2177052.500000 Penalty: 3190.986328
	Iteration 18Q: 3 clusters Score -2177052 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2177545.250000 Penalty: 3190.986328
	Iteration 19Q: 3 clusters Score -2177545 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2177738.750000 Penalty: 3190.986328
	Iteration 20F: 3 clusters Score -2177739 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -2177832.000000 Penalty: 3190.986328
	Iteration 21Q: 3 clusters Score -2177832 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -2177876.500000 Penalty: 3190.986328
	Iteration 22Q: 3 clusters Score -2177876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -2177887.750000 Penalty: 3190.986328
	Iteration 23Q: 3 clusters Score -2177888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -2177896.750000 Penalty: 3190.986328
	Iteration 24Q: 3 clusters Score -2177897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -2177901.750000 Penalty: 3190.986328
	Iteration 25Q: 3 clusters Score -2177902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -2177904.750000 Penalty: 3190.986328
	Iteration 26Q: 3 clusters Score -2177905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -2177904.750000 Penalty: 3190.986328
	Iteration 27F: 3 clusters Score -2177905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (121441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121441 members 
Entering Unmasked Estep 
Score: -14393132.000000 Penalty: 1902.417358
	Iteration 0F: 2 clusters Score -1.439313e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60548 members 
Mstep: Class 2 contains 60893 members 
Entering Unmasked Estep 
Score: -14317785.000000 Penalty: 3804.834717
	Iteration 0F: 3 clusters Score -1.431778e+07 nChanged 58577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55977 members 
Mstep: Class 2 contains 65464 members 
Entering Unmasked Estep 
Score: -14351834.000000 Penalty: 3804.834717
	Iteration 1F: 3 clusters Score -1.435183e+07 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52826 members 
Mstep: Class 2 contains 68615 members 
Entering Unmasked Estep 
Score: -14353043.000000 Penalty: 3804.834717
	Iteration 2Q: 3 clusters Score -1.435304e+07 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48297 members 
Mstep: Class 2 contains 73144 members 
Entering Unmasked Estep 
Score: -14355011.000000 Penalty: 3804.834717
	Iteration 3Q: 3 clusters Score -1.435501e+07 nChanged 6911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41952 members 
Mstep: Class 2 contains 79489 members 
Entering Unmasked Estep 
Score: -14358566.000000 Penalty: 3804.834717
	Iteration 4F: 3 clusters Score -1.435857e+07 nChanged 8858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 88009 members 
Entering Unmasked Estep 
Score: -14365110.000000 Penalty: 3804.834717
	Iteration 5F: 3 clusters Score -1.436511e+07 nChanged 10079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 97958 members 
Entering Unmasked Estep 
Score: -14373258.000000 Penalty: 3804.834717
	Iteration 6F: 3 clusters Score -1.437326e+07 nChanged 9418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 107318 members 
Entering Unmasked Estep 
Score: -14380331.000000 Penalty: 3804.834717
	Iteration 7F: 3 clusters Score -1.438033e+07 nChanged 6581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 113877 members 
Entering Unmasked Estep 
Score: -14385507.000000 Penalty: 3804.834717
	Iteration 8F: 3 clusters Score -1.438551e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 117639 members 
Entering Unmasked Estep 
Score: -14388405.000000 Penalty: 3804.834717
	Iteration 9Q: 3 clusters Score -1.43884e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 119563 members 
Entering Unmasked Estep 
Score: -14390029.000000 Penalty: 3804.834717
	Iteration 10Q: 3 clusters Score -1.439003e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 120436 members 
Entering Unmasked Estep 
Score: -14390737.000000 Penalty: 3804.834717
	Iteration 11Q: 3 clusters Score -1.439074e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 120772 members 
Entering Unmasked Estep 
Score: -14391062.000000 Penalty: 3804.834717
	Iteration 12Q: 3 clusters Score -1.439106e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 120945 members 
Entering Unmasked Estep 
Score: -14391239.000000 Penalty: 3804.834717
	Iteration 13Q: 3 clusters Score -1.439124e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 121021 members 
Entering Unmasked Estep 
Score: -14391328.000000 Penalty: 3804.834717
	Iteration 14Q: 3 clusters Score -1.439133e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 121060 members 
Entering Unmasked Estep 
Score: -14391364.000000 Penalty: 3804.834717
	Iteration 15Q: 3 clusters Score -1.439136e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 121078 members 
Entering Unmasked Estep 
Score: -14391382.000000 Penalty: 3804.834717
	Iteration 16Q: 3 clusters Score -1.439138e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 121097 members 
Entering Unmasked Estep 
Score: -14391415.000000 Penalty: 3804.834717
	Iteration 17Q: 3 clusters Score -1.439142e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 121108 members 
Entering Unmasked Estep 
Score: -14391417.000000 Penalty: 3804.834717
	Iteration 18Q: 3 clusters Score -1.439142e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 121117 members 
Entering Unmasked Estep 
Score: -14391427.000000 Penalty: 3804.834717
	Iteration 19Q: 3 clusters Score -1.439143e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 121123 members 
Entering Unmasked Estep 
Score: -14391448.000000 Penalty: 3804.834717
	Iteration 20F: 3 clusters Score -1.439145e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 121128 members 
Entering Unmasked Estep 
Score: -14391454.000000 Penalty: 3804.834717
	Iteration 21Q: 3 clusters Score -1.439145e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 121129 members 
Entering Unmasked Estep 
Score: -14391446.000000 Penalty: 3804.834717
	Iteration 22Q: 3 clusters Score -1.439145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 121130 members 
Entering Unmasked Estep 
Score: -14391444.000000 Penalty: 3804.834717
	Iteration 23Q: 3 clusters Score -1.439144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 121129 members 
Entering Unmasked Estep 
Score: -14391444.000000 Penalty: 3804.834717
	Iteration 24Q: 3 clusters Score -1.439144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 121130 members 
Entering Unmasked Estep 
Score: -14391453.000000 Penalty: 3804.834717
	Iteration 25Q: 3 clusters Score -1.439145e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 121128 members 
Entering Unmasked Estep 
Score: -14391454.000000 Penalty: 3804.834717
	Iteration 26Q: 3 clusters Score -1.439145e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 121128 members 
Entering Unmasked Estep 
Score: -14391447.000000 Penalty: 3804.834717
	Iteration 27Q: 3 clusters Score -1.439145e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 121129 members 
Entering Unmasked Estep 
Score: -14391458.000000 Penalty: 3804.834717
	Iteration 28Q: 3 clusters Score -1.439146e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 121128 members 
Entering Unmasked Estep 
Score: -14391460.000000 Penalty: 3804.834717
	Iteration 29Q: 3 clusters Score -1.439146e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 121129 members 
Entering Unmasked Estep 
Score: -14391454.000000 Penalty: 3804.834717
	Iteration 30Q: 3 clusters Score -1.439145e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 121129 members 
Entering Unmasked Estep 
Score: -14391456.000000 Penalty: 3804.834717
	Iteration 31Q: 3 clusters Score -1.439146e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 121132 members 
Entering Unmasked Estep 
Score: -14391463.000000 Penalty: 3804.834717
	Iteration 32Q: 3 clusters Score -1.439146e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 121133 members 
Entering Unmasked Estep 
Score: -14391460.000000 Penalty: 3804.834717
	Iteration 33Q: 3 clusters Score -1.439146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 121133 members 
Entering Unmasked Estep 
Score: -14391466.000000 Penalty: 3804.834717
	Iteration 34Q: 3 clusters Score -1.439147e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 121133 members 
Entering Unmasked Estep 
Score: -14391468.000000 Penalty: 3804.834717
	Iteration 35Q: 3 clusters Score -1.439147e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 121133 members 
Entering Unmasked Estep 
Score: -14391468.000000 Penalty: 3804.834717
	Iteration 36F: 3 clusters Score -1.439147e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (48649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48649 members 
Entering Unmasked Estep 
Score: -5781972.500000 Penalty: 1753.762939
	Iteration 0F: 2 clusters Score -5781972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24352 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -5749487.500000 Penalty: 3507.525879
	Iteration 0F: 3 clusters Score -5749488 nChanged 22824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -5762156.500000 Penalty: 3507.525879
	Iteration 1F: 3 clusters Score -5762156 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -5762507.000000 Penalty: 3507.525879
	Iteration 2Q: 3 clusters Score -5762507 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -5762830.000000 Penalty: 3507.525879
	Iteration 3Q: 3 clusters Score -5762830 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -5763102.000000 Penalty: 3507.525879
	Iteration 4Q: 3 clusters Score -5763102 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -5763352.000000 Penalty: 3507.525879
	Iteration 5Q: 3 clusters Score -5763352 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -5763640.500000 Penalty: 3507.525879
	Iteration 6Q: 3 clusters Score -5763640 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -5763979.500000 Penalty: 3507.525879
	Iteration 7Q: 3 clusters Score -5763980 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27331 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -5764424.500000 Penalty: 3507.525879
	Iteration 8Q: 3 clusters Score -5764424 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -5765061.500000 Penalty: 3507.525879
	Iteration 9Q: 3 clusters Score -5765062 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -5766121.500000 Penalty: 3507.525879
	Iteration 10Q: 3 clusters Score -5766122 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32316 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -5767735.000000 Penalty: 3507.525879
	Iteration 11F: 3 clusters Score -5767735 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -5769893.000000 Penalty: 3507.525879
	Iteration 12F: 3 clusters Score -5769893 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36893 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -5772109.000000 Penalty: 3507.525879
	Iteration 13F: 3 clusters Score -5772109 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38675 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -5773903.000000 Penalty: 3507.525879
	Iteration 14Q: 3 clusters Score -5773903 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40027 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -5775120.000000 Penalty: 3507.525879
	Iteration 15Q: 3 clusters Score -5775120 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41112 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -5775976.000000 Penalty: 3507.525879
	Iteration 16Q: 3 clusters Score -5775976 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42027 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -5776574.500000 Penalty: 3507.525879
	Iteration 17Q: 3 clusters Score -5776574 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42848 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -5777110.000000 Penalty: 3507.525879
	Iteration 18Q: 3 clusters Score -5777110 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43585 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -5777565.000000 Penalty: 3507.525879
	Iteration 19Q: 3 clusters Score -5777565 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44223 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -5777962.500000 Penalty: 3507.525879
	Iteration 20F: 3 clusters Score -5777962 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44799 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -5778329.500000 Penalty: 3507.525879
	Iteration 21Q: 3 clusters Score -5778330 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45341 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -5778617.000000 Penalty: 3507.525879
	Iteration 22Q: 3 clusters Score -5778617 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45824 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -5778922.000000 Penalty: 3507.525879
	Iteration 23Q: 3 clusters Score -5778922 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46256 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -5779196.500000 Penalty: 3507.525879
	Iteration 24Q: 3 clusters Score -5779196 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46641 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -5779449.000000 Penalty: 3507.525879
	Iteration 25Q: 3 clusters Score -5779449 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46979 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -5779641.000000 Penalty: 3507.525879
	Iteration 26Q: 3 clusters Score -5779641 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47250 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -5779811.000000 Penalty: 3507.525879
	Iteration 27Q: 3 clusters Score -5779811 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47485 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -5779924.000000 Penalty: 3507.525879
	Iteration 28Q: 3 clusters Score -5779924 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47658 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -5780026.500000 Penalty: 3507.525879
	Iteration 29Q: 3 clusters Score -5780026 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47805 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -5780128.000000 Penalty: 3507.525879
	Iteration 30Q: 3 clusters Score -5780128 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47905 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5780183.500000 Penalty: 3507.525879
	Iteration 31Q: 3 clusters Score -5780184 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47972 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -5780236.000000 Penalty: 3507.525879
	Iteration 32Q: 3 clusters Score -5780236 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48024 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -5780285.000000 Penalty: 3507.525879
	Iteration 33Q: 3 clusters Score -5780285 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48068 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5780294.500000 Penalty: 3507.525879
	Iteration 34Q: 3 clusters Score -5780294 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48105 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -5780314.500000 Penalty: 3507.525879
	Iteration 35Q: 3 clusters Score -5780314 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48129 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5780323.500000 Penalty: 3507.525879
	Iteration 36Q: 3 clusters Score -5780324 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48147 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -5780340.000000 Penalty: 3507.525879
	Iteration 37Q: 3 clusters Score -5780340 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48157 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -5780363.000000 Penalty: 3507.525879
	Iteration 38Q: 3 clusters Score -5780363 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48168 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5780375.500000 Penalty: 3507.525879
	Iteration 39Q: 3 clusters Score -5780376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48184 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -5780377.500000 Penalty: 3507.525879
	Iteration 40F: 3 clusters Score -5780378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48201 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -5780404.500000 Penalty: 3507.525879
	Iteration 41Q: 3 clusters Score -5780404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48206 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5780404.000000 Penalty: 3507.525879
	Iteration 42Q: 3 clusters Score -5780404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48213 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -5780414.500000 Penalty: 3507.525879
	Iteration 43Q: 3 clusters Score -5780414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48223 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5780412.000000 Penalty: 3507.525879
	Iteration 44Q: 3 clusters Score -5780412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48232 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5780420.500000 Penalty: 3507.525879
	Iteration 45Q: 3 clusters Score -5780420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48243 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -5780434.500000 Penalty: 3507.525879
	Iteration 46Q: 3 clusters Score -5780434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48249 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5780433.000000 Penalty: 3507.525879
	Iteration 47Q: 3 clusters Score -5780433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48256 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -5780436.500000 Penalty: 3507.525879
	Iteration 48Q: 3 clusters Score -5780436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48259 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -5780444.500000 Penalty: 3507.525879
	Iteration 49Q: 3 clusters Score -5780444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48260 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -5780454.000000 Penalty: 3507.525879
	Iteration 50Q: 3 clusters Score -5780454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48261 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5780450.500000 Penalty: 3507.525879
	Iteration 51Q: 3 clusters Score -5780450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48262 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5780452.500000 Penalty: 3507.525879
	Iteration 52Q: 3 clusters Score -5780452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48262 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5780452.500000 Penalty: 3507.525879
	Iteration 53F: 3 clusters Score -5780452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Entering Unmasked Estep 
Score: -33998.382812 Penalty: 995.261047
	Iteration 0F: 2 clusters Score -33998.38 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 246 members 
Entering Unmasked Estep 
Score: -33040.566406 Penalty: 1990.522095
	Iteration 0F: 3 clusters Score -33040.57 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -33303.734375 Penalty: 1990.522095
	Iteration 1F: 3 clusters Score -33303.73 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -33416.449219 Penalty: 1990.522095
	Iteration 2F: 3 clusters Score -33416.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -33509.066406 Penalty: 1990.522095
	Iteration 3F: 3 clusters Score -33509.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -33565.625000 Penalty: 1990.522095
	Iteration 4Q: 3 clusters Score -33565.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -33582.718750 Penalty: 1990.522095
	Iteration 5Q: 3 clusters Score -33582.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -33584.050781 Penalty: 1990.522095
	Iteration 6Q: 3 clusters Score -33584.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -33584.921875 Penalty: 1990.522095
	Iteration 7Q: 3 clusters Score -33584.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -33584.921875 Penalty: 1990.522095
	Iteration 8F: 3 clusters Score -33584.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -13075.022461 Penalty: 844.755737
	Iteration 0F: 2 clusters Score -13075.02 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 83 members 
Entering Unmasked Estep 
Score: -12434.193359 Penalty: 1689.511475
	Iteration 0F: 3 clusters Score -12434.19 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -12558.280273 Penalty: 1689.511475
	Iteration 1F: 3 clusters Score -12558.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12568.056641 Penalty: 1689.511475
	Iteration 2Q: 3 clusters Score -12568.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -12572.015625 Penalty: 1689.511475
	Iteration 3Q: 3 clusters Score -12572.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -12572.015625 Penalty: 1689.511475
	Iteration 4F: 3 clusters Score -12572.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (46285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46285 members 
Entering Unmasked Estep 
Score: -5550525.500000 Penalty: 1745.668091
	Iteration 0F: 2 clusters Score -5550526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -5519700.500000 Penalty: 3491.336182
	Iteration 0F: 3 clusters Score -5519700 nChanged 21606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -5531805.500000 Penalty: 3491.336182
	Iteration 1F: 3 clusters Score -5531806 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -5532376.500000 Penalty: 3491.336182
	Iteration 2Q: 3 clusters Score -5532376 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -5533112.000000 Penalty: 3491.336182
	Iteration 3Q: 3 clusters Score -5533112 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 29281 members 
Entering Unmasked Estep 
Score: -5534211.000000 Penalty: 3491.336182
	Iteration 4F: 3 clusters Score -5534211 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -5536077.500000 Penalty: 3491.336182
	Iteration 5F: 3 clusters Score -5536078 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 35282 members 
Entering Unmasked Estep 
Score: -5538763.000000 Penalty: 3491.336182
	Iteration 6F: 3 clusters Score -5538763 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 38692 members 
Entering Unmasked Estep 
Score: -5541872.500000 Penalty: 3491.336182
	Iteration 7F: 3 clusters Score -5541872 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 41509 members 
Entering Unmasked Estep 
Score: -5544596.500000 Penalty: 3491.336182
	Iteration 8F: 3 clusters Score -5544596 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 43510 members 
Entering Unmasked Estep 
Score: -5546604.000000 Penalty: 3491.336182
	Iteration 9Q: 3 clusters Score -5546604 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 44702 members 
Entering Unmasked Estep 
Score: -5547715.000000 Penalty: 3491.336182
	Iteration 10Q: 3 clusters Score -5547715 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 45345 members 
Entering Unmasked Estep 
Score: -5548307.500000 Penalty: 3491.336182
	Iteration 11Q: 3 clusters Score -5548308 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 45674 members 
Entering Unmasked Estep 
Score: -5548620.500000 Penalty: 3491.336182
	Iteration 12Q: 3 clusters Score -5548620 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 45836 members 
Entering Unmasked Estep 
Score: -5548765.500000 Penalty: 3491.336182
	Iteration 13Q: 3 clusters Score -5548766 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 45918 members 
Entering Unmasked Estep 
Score: -5548863.000000 Penalty: 3491.336182
	Iteration 14Q: 3 clusters Score -5548863 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 45973 members 
Entering Unmasked Estep 
Score: -5548928.500000 Penalty: 3491.336182
	Iteration 15Q: 3 clusters Score -5548928 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 46001 members 
Entering Unmasked Estep 
Score: -5548969.000000 Penalty: 3491.336182
	Iteration 16Q: 3 clusters Score -5548969 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 46015 members 
Entering Unmasked Estep 
Score: -5548989.500000 Penalty: 3491.336182
	Iteration 17Q: 3 clusters Score -5548990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 46025 members 
Entering Unmasked Estep 
Score: -5549000.000000 Penalty: 3491.336182
	Iteration 18Q: 3 clusters Score -5549000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 46036 members 
Entering Unmasked Estep 
Score: -5549015.000000 Penalty: 3491.336182
	Iteration 19Q: 3 clusters Score -5549015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 46043 members 
Entering Unmasked Estep 
Score: -5549025.500000 Penalty: 3491.336182
	Iteration 20F: 3 clusters Score -5549026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 46050 members 
Entering Unmasked Estep 
Score: -5549040.000000 Penalty: 3491.336182
	Iteration 21Q: 3 clusters Score -5549040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 46050 members 
Entering Unmasked Estep 
Score: -5549042.000000 Penalty: 3491.336182
	Iteration 22Q: 3 clusters Score -5549042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 46052 members 
Entering Unmasked Estep 
Score: -5549047.500000 Penalty: 3491.336182
	Iteration 23Q: 3 clusters Score -5549048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 46051 members 
Entering Unmasked Estep 
Score: -5549046.500000 Penalty: 3491.336182
	Iteration 24Q: 3 clusters Score -5549046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 46050 members 
Entering Unmasked Estep 
Score: -5549045.500000 Penalty: 3491.336182
	Iteration 25Q: 3 clusters Score -5549046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 46050 members 
Entering Unmasked Estep 
Score: -5549045.500000 Penalty: 3491.336182
	Iteration 26F: 3 clusters Score -5549046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (13417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Entering Unmasked Estep 
Score: -1508743.875000 Penalty: 1544.445190
	Iteration 0F: 2 clusters Score -1508744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1499475.250000 Penalty: 3088.890381
	Iteration 0F: 3 clusters Score -1499475 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1502465.000000 Penalty: 3088.890381
	Iteration 1F: 3 clusters Score -1502465 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1502775.500000 Penalty: 3088.890381
	Iteration 2F: 3 clusters Score -1502776 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1503116.625000 Penalty: 3088.890381
	Iteration 3Q: 3 clusters Score -1503117 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1503522.875000 Penalty: 3088.890381
	Iteration 4F: 3 clusters Score -1503523 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1503978.375000 Penalty: 3088.890381
	Iteration 5F: 3 clusters Score -1503978 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1504484.375000 Penalty: 3088.890381
	Iteration 6F: 3 clusters Score -1504484 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1504997.375000 Penalty: 3088.890381
	Iteration 7F: 3 clusters Score -1504997 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1505470.000000 Penalty: 3088.890381
	Iteration 8F: 3 clusters Score -1505470 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1505851.125000 Penalty: 3088.890381
	Iteration 9F: 3 clusters Score -1505851 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1506108.500000 Penalty: 3088.890381
	Iteration 10Q: 3 clusters Score -1506108 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1506282.625000 Penalty: 3088.890381
	Iteration 11Q: 3 clusters Score -1506283 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1506430.500000 Penalty: 3088.890381
	Iteration 12Q: 3 clusters Score -1506430 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1506567.875000 Penalty: 3088.890381
	Iteration 13Q: 3 clusters Score -1506568 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1506697.750000 Penalty: 3088.890381
	Iteration 14Q: 3 clusters Score -1506698 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1506852.000000 Penalty: 3088.890381
	Iteration 15Q: 3 clusters Score -1506852 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1507016.625000 Penalty: 3088.890381
	Iteration 16Q: 3 clusters Score -1507017 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1507259.500000 Penalty: 3088.890381
	Iteration 17Q: 3 clusters Score -1507260 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1507452.125000 Penalty: 3088.890381
	Iteration 18Q: 3 clusters Score -1507452 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1507546.500000 Penalty: 3088.890381
	Iteration 19Q: 3 clusters Score -1507546 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1507605.375000 Penalty: 3088.890381
	Iteration 20F: 3 clusters Score -1507605 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1507653.000000 Penalty: 3088.890381
	Iteration 21Q: 3 clusters Score -1507653 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1507690.875000 Penalty: 3088.890381
	Iteration 22Q: 3 clusters Score -1507691 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1507723.000000 Penalty: 3088.890381
	Iteration 23Q: 3 clusters Score -1507723 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1507740.000000 Penalty: 3088.890381
	Iteration 24Q: 3 clusters Score -1507740 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1507759.125000 Penalty: 3088.890381
	Iteration 25Q: 3 clusters Score -1507759 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1507783.500000 Penalty: 3088.890381
	Iteration 26Q: 3 clusters Score -1507784 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1507802.875000 Penalty: 3088.890381
	Iteration 27Q: 3 clusters Score -1507803 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1507822.250000 Penalty: 3088.890381
	Iteration 28Q: 3 clusters Score -1507822 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1507840.375000 Penalty: 3088.890381
	Iteration 29Q: 3 clusters Score -1507840 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1507853.000000 Penalty: 3088.890381
	Iteration 30Q: 3 clusters Score -1507853 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1507857.750000 Penalty: 3088.890381
	Iteration 31Q: 3 clusters Score -1507858 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1507863.750000 Penalty: 3088.890381
	Iteration 32Q: 3 clusters Score -1507864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1507865.625000 Penalty: 3088.890381
	Iteration 33Q: 3 clusters Score -1507866 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1507876.750000 Penalty: 3088.890381
	Iteration 34Q: 3 clusters Score -1507877 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1507875.125000 Penalty: 3088.890381
	Iteration 35Q: 3 clusters Score -1507875 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1507878.625000 Penalty: 3088.890381
	Iteration 36Q: 3 clusters Score -1507879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1507883.000000 Penalty: 3088.890381
	Iteration 37Q: 3 clusters Score -1507883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1507885.500000 Penalty: 3088.890381
	Iteration 38Q: 3 clusters Score -1507886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1507884.375000 Penalty: 3088.890381
	Iteration 39Q: 3 clusters Score -1507884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1507883.625000 Penalty: 3088.890381
	Iteration 40F: 3 clusters Score -1507884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1507884.625000 Penalty: 3088.890381
	Iteration 41Q: 3 clusters Score -1507885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1507887.875000 Penalty: 3088.890381
	Iteration 42Q: 3 clusters Score -1507888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1507885.250000 Penalty: 3088.890381
	Iteration 43Q: 3 clusters Score -1507885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1507887.250000 Penalty: 3088.890381
	Iteration 44Q: 3 clusters Score -1507887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1507888.875000 Penalty: 3088.890381
	Iteration 45Q: 3 clusters Score -1507889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1507888.500000 Penalty: 3088.890381
	Iteration 46Q: 3 clusters Score -1507888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1507890.875000 Penalty: 3088.890381
	Iteration 47Q: 3 clusters Score -1507891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1507892.500000 Penalty: 3088.890381
	Iteration 48Q: 3 clusters Score -1507892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1507892.250000 Penalty: 3088.890381
	Iteration 49Q: 3 clusters Score -1507892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1507891.125000 Penalty: 3088.890381
	Iteration 50Q: 3 clusters Score -1507891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1507896.250000 Penalty: 3088.890381
	Iteration 51Q: 3 clusters Score -1507896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1507895.375000 Penalty: 3088.890381
	Iteration 52Q: 3 clusters Score -1507895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1507896.500000 Penalty: 3088.890381
	Iteration 53Q: 3 clusters Score -1507896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1507898.250000 Penalty: 3088.890381
	Iteration 54Q: 3 clusters Score -1507898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1507897.875000 Penalty: 3088.890381
	Iteration 55Q: 3 clusters Score -1507898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1507897.875000 Penalty: 3088.890381
	Iteration 56Q: 3 clusters Score -1507898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1507900.250000 Penalty: 3088.890381
	Iteration 57Q: 3 clusters Score -1507900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1507904.250000 Penalty: 3088.890381
	Iteration 58Q: 3 clusters Score -1507904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1507901.250000 Penalty: 3088.890381
	Iteration 59Q: 3 clusters Score -1507901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1507900.750000 Penalty: 3088.890381
	Iteration 60F: 3 clusters Score -1507901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1507901.000000 Penalty: 3088.890381
	Iteration 61Q: 3 clusters Score -1507901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1507901.375000 Penalty: 3088.890381
	Iteration 62Q: 3 clusters Score -1507901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1507902.250000 Penalty: 3088.890381
	Iteration 63Q: 3 clusters Score -1507902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1507901.125000 Penalty: 3088.890381
	Iteration 64Q: 3 clusters Score -1507901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1507902.625000 Penalty: 3088.890381
	Iteration 65Q: 3 clusters Score -1507903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1507902.625000 Penalty: 3088.890381
	Iteration 66F: 3 clusters Score -1507903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (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: -47101.175781 Penalty: 1024.175537
	Iteration 0F: 2 clusters Score -47101.18 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 256 members 
Entering Unmasked Estep 
Score: -46018.386719 Penalty: 2048.351074
	Iteration 0F: 3 clusters Score -46018.39 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -46216.648438 Penalty: 2048.351074
	Iteration 1F: 3 clusters Score -46216.65 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -46293.628906 Penalty: 2048.351074
	Iteration 2F: 3 clusters Score -46293.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -46323.281250 Penalty: 2048.351074
	Iteration 3Q: 3 clusters Score -46323.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -46342.925781 Penalty: 2048.351074
	Iteration 4Q: 3 clusters Score -46342.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -46348.398438 Penalty: 2048.351074
	Iteration 5Q: 3 clusters Score -46348.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -46356.585938 Penalty: 2048.351074
	Iteration 6Q: 3 clusters Score -46356.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -46362.132812 Penalty: 2048.351074
	Iteration 7Q: 3 clusters Score -46362.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -46370.972656 Penalty: 2048.351074
	Iteration 8Q: 3 clusters Score -46370.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -46370.972656 Penalty: 2048.351074
	Iteration 9F: 3 clusters Score -46370.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Entering Unmasked Estep 
Score: -105718.000000 Penalty: 1121.041138
	Iteration 0F: 2 clusters Score -105718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -104289.320312 Penalty: 2242.082275
	Iteration 0F: 3 clusters Score -104289.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -104612.210938 Penalty: 2242.082275
	Iteration 1F: 3 clusters Score -104612.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -104703.726562 Penalty: 2242.082275
	Iteration 2F: 3 clusters Score -104703.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -104774.640625 Penalty: 2242.082275
	Iteration 3F: 3 clusters Score -104774.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -104823.859375 Penalty: 2242.082275
	Iteration 4Q: 3 clusters Score -104823.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -104859.453125 Penalty: 2242.082275
	Iteration 5Q: 3 clusters Score -104859.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -104892.828125 Penalty: 2242.082275
	Iteration 6Q: 3 clusters Score -104892.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -104923.421875 Penalty: 2242.082275
	Iteration 7Q: 3 clusters Score -104923.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -104937.804688 Penalty: 2242.082275
	Iteration 8Q: 3 clusters Score -104937.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -104945.804688 Penalty: 2242.082275
	Iteration 9Q: 3 clusters Score -104945.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -104955.492188 Penalty: 2242.082275
	Iteration 10Q: 3 clusters Score -104955.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -104968.195312 Penalty: 2242.082275
	Iteration 11Q: 3 clusters Score -104968.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -104974.953125 Penalty: 2242.082275
	Iteration 12Q: 3 clusters Score -104975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -104979.039062 Penalty: 2242.082275
	Iteration 13Q: 3 clusters Score -104979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -104982.679688 Penalty: 2242.082275
	Iteration 14Q: 3 clusters Score -104982.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -104984.250000 Penalty: 2242.082275
	Iteration 15Q: 3 clusters Score -104984.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -104986.476562 Penalty: 2242.082275
	Iteration 16Q: 3 clusters Score -104986.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -104989.156250 Penalty: 2242.082275
	Iteration 17Q: 3 clusters Score -104989.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -104992.726562 Penalty: 2242.082275
	Iteration 18Q: 3 clusters Score -104992.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -104998.531250 Penalty: 2242.082275
	Iteration 19Q: 3 clusters Score -104998.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -105009.484375 Penalty: 2242.082275
	Iteration 20F: 3 clusters Score -105009.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -105021.585938 Penalty: 2242.082275
	Iteration 21Q: 3 clusters Score -105021.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -105026.828125 Penalty: 2242.082275
	Iteration 22Q: 3 clusters Score -105026.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -105028.085938 Penalty: 2242.082275
	Iteration 23Q: 3 clusters Score -105028.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -105029.500000 Penalty: 2242.082275
	Iteration 24Q: 3 clusters Score -105029.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -105030.078125 Penalty: 2242.082275
	Iteration 25Q: 3 clusters Score -105030.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -105031.648438 Penalty: 2242.082275
	Iteration 26Q: 3 clusters Score -105031.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -105033.460938 Penalty: 2242.082275
	Iteration 27Q: 3 clusters Score -105033.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -105033.890625 Penalty: 2242.082275
	Iteration 28Q: 3 clusters Score -105033.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -105033.890625 Penalty: 2242.082275
	Iteration 29F: 3 clusters Score -105033.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (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: -549450.437500 Penalty: 1372.600220
	Iteration 0F: 2 clusters Score -549450.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -545677.937500 Penalty: 2745.200439
	Iteration 0F: 3 clusters Score -545677.9 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -546638.437500 Penalty: 2745.200439
	Iteration 1F: 3 clusters Score -546638.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -546768.750000 Penalty: 2745.200439
	Iteration 2F: 3 clusters Score -546768.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -546858.500000 Penalty: 2745.200439
	Iteration 3Q: 3 clusters Score -546858.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -546936.375000 Penalty: 2745.200439
	Iteration 4Q: 3 clusters Score -546936.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -547030.250000 Penalty: 2745.200439
	Iteration 5Q: 3 clusters Score -547030.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -547136.625000 Penalty: 2745.200439
	Iteration 6Q: 3 clusters Score -547136.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -547244.000000 Penalty: 2745.200439
	Iteration 7Q: 3 clusters Score -547244 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -547352.812500 Penalty: 2745.200439
	Iteration 8Q: 3 clusters Score -547352.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -547478.500000 Penalty: 2745.200439
	Iteration 9Q: 3 clusters Score -547478.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -547621.437500 Penalty: 2745.200439
	Iteration 10Q: 3 clusters Score -547621.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -547801.750000 Penalty: 2745.200439
	Iteration 11Q: 3 clusters Score -547801.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -548013.562500 Penalty: 2745.200439
	Iteration 12Q: 3 clusters Score -548013.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -548276.000000 Penalty: 2745.200439
	Iteration 13Q: 3 clusters Score -548276 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -548468.500000 Penalty: 2745.200439
	Iteration 14Q: 3 clusters Score -548468.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -548563.125000 Penalty: 2745.200439
	Iteration 15Q: 3 clusters Score -548563.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -548595.750000 Penalty: 2745.200439
	Iteration 16Q: 3 clusters Score -548595.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -548613.625000 Penalty: 2745.200439
	Iteration 17Q: 3 clusters Score -548613.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -548622.875000 Penalty: 2745.200439
	Iteration 18Q: 3 clusters Score -548622.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -548628.500000 Penalty: 2745.200439
	Iteration 19Q: 3 clusters Score -548628.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -548631.125000 Penalty: 2745.200439
	Iteration 20F: 3 clusters Score -548631.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -548631.500000 Penalty: 2745.200439
	Iteration 21Q: 3 clusters Score -548631.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -548633.312500 Penalty: 2745.200439
	Iteration 22Q: 3 clusters Score -548633.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -548633.937500 Penalty: 2745.200439
	Iteration 23Q: 3 clusters Score -548633.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -548635.812500 Penalty: 2745.200439
	Iteration 24Q: 3 clusters Score -548635.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -548635.750000 Penalty: 2745.200439
	Iteration 25Q: 3 clusters Score -548635.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -548635.250000 Penalty: 2745.200439
	Iteration 26Q: 3 clusters Score -548635.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -548636.625000 Penalty: 2745.200439
	Iteration 27Q: 3 clusters Score -548636.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -548636.625000 Penalty: 2745.200439
	Iteration 28F: 3 clusters Score -548636.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (50792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50792 members 
Entering Unmasked Estep 
Score: -6064221.000000 Penalty: 1760.767822
	Iteration 0F: 2 clusters Score -6064221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -6030536.500000 Penalty: 3521.535645
	Iteration 0F: 3 clusters Score -6030536 nChanged 23920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -6044146.500000 Penalty: 3521.535645
	Iteration 1F: 3 clusters Score -6044146 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 29147 members 
Entering Unmasked Estep 
Score: -6044764.500000 Penalty: 3521.535645
	Iteration 2Q: 3 clusters Score -6044764 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 31107 members 
Entering Unmasked Estep 
Score: -6045707.500000 Penalty: 3521.535645
	Iteration 3Q: 3 clusters Score -6045708 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -6047484.500000 Penalty: 3521.535645
	Iteration 4F: 3 clusters Score -6047484 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 37754 members 
Entering Unmasked Estep 
Score: -6050330.000000 Penalty: 3521.535645
	Iteration 5F: 3 clusters Score -6050330 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 42398 members 
Entering Unmasked Estep 
Score: -6054451.000000 Penalty: 3521.535645
	Iteration 6F: 3 clusters Score -6054451 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 46743 members 
Entering Unmasked Estep 
Score: -6058722.000000 Penalty: 3521.535645
	Iteration 7F: 3 clusters Score -6058722 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 49459 members 
Entering Unmasked Estep 
Score: -6061307.500000 Penalty: 3521.535645
	Iteration 8F: 3 clusters Score -6061308 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 50434 members 
Entering Unmasked Estep 
Score: -6062258.500000 Penalty: 3521.535645
	Iteration 9Q: 3 clusters Score -6062258 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 50638 members 
Entering Unmasked Estep 
Score: -6062496.000000 Penalty: 3521.535645
	Iteration 10Q: 3 clusters Score -6062496 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 50679 members 
Entering Unmasked Estep 
Score: -6062593.500000 Penalty: 3521.535645
	Iteration 11Q: 3 clusters Score -6062594 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 50686 members 
Entering Unmasked Estep 
Score: -6062623.500000 Penalty: 3521.535645
	Iteration 12Q: 3 clusters Score -6062624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 50688 members 
Entering Unmasked Estep 
Score: -6062620.000000 Penalty: 3521.535645
	Iteration 13Q: 3 clusters Score -6062620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 50689 members 
Entering Unmasked Estep 
Score: -6062628.000000 Penalty: 3521.535645
	Iteration 14Q: 3 clusters Score -6062628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 50689 members 
Entering Unmasked Estep 
Score: -6062635.000000 Penalty: 3521.535645
	Iteration 15Q: 3 clusters Score -6062635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 50690 members 
Entering Unmasked Estep 
Score: -6062639.000000 Penalty: 3521.535645
	Iteration 16Q: 3 clusters Score -6062639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 50690 members 
Entering Unmasked Estep 
Score: -6062639.000000 Penalty: 3521.535645
	Iteration 17F: 3 clusters Score -6062639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (107834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107834 members 
Entering Unmasked Estep 
Score: -12669969.000000 Penalty: 1883.106567
	Iteration 0F: 2 clusters Score -1.266997e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53869 members 
Mstep: Class 2 contains 53965 members 
Entering Unmasked Estep 
Score: -12600098.000000 Penalty: 3766.213135
	Iteration 0F: 3 clusters Score -1.26001e+07 nChanged 51658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53399 members 
Mstep: Class 2 contains 54435 members 
Entering Unmasked Estep 
Score: -12630116.000000 Penalty: 3766.213135
	Iteration 1F: 3 clusters Score -1.263012e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53443 members 
Mstep: Class 2 contains 54391 members 
Entering Unmasked Estep 
Score: -12630820.000000 Penalty: 3766.213135
	Iteration 2Q: 3 clusters Score -1.263082e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53489 members 
Mstep: Class 2 contains 54345 members 
Entering Unmasked Estep 
Score: -12631686.000000 Penalty: 3766.213135
	Iteration 3Q: 3 clusters Score -1.263169e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53537 members 
Mstep: Class 2 contains 54297 members 
Entering Unmasked Estep 
Score: -12632952.000000 Penalty: 3766.213135
	Iteration 4Q: 3 clusters Score -1.263295e+07 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53704 members 
Mstep: Class 2 contains 54130 members 
Entering Unmasked Estep 
Score: -12634773.000000 Penalty: 3766.213135
	Iteration 5Q: 3 clusters Score -1.263477e+07 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54006 members 
Mstep: Class 2 contains 53828 members 
Entering Unmasked Estep 
Score: -12637680.000000 Penalty: 3766.213135
	Iteration 6Q: 3 clusters Score -1.263768e+07 nChanged 6381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54381 members 
Mstep: Class 2 contains 53453 members 
Entering Unmasked Estep 
Score: -12642219.000000 Penalty: 3766.213135
	Iteration 7F: 3 clusters Score -1.264222e+07 nChanged 7103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54796 members 
Mstep: Class 2 contains 53038 members 
Entering Unmasked Estep 
Score: -12647717.000000 Penalty: 3766.213135
	Iteration 8F: 3 clusters Score -1.264772e+07 nChanged 6492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55366 members 
Mstep: Class 2 contains 52468 members 
Entering Unmasked Estep 
Score: -12651796.000000 Penalty: 3766.213135
	Iteration 9F: 3 clusters Score -1.26518e+07 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56160 members 
Mstep: Class 2 contains 51674 members 
Entering Unmasked Estep 
Score: -12653571.000000 Penalty: 3766.213135
	Iteration 10Q: 3 clusters Score -1.265357e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57027 members 
Mstep: Class 2 contains 50807 members 
Entering Unmasked Estep 
Score: -12654410.000000 Penalty: 3766.213135
	Iteration 11Q: 3 clusters Score -1.265441e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58004 members 
Mstep: Class 2 contains 49830 members 
Entering Unmasked Estep 
Score: -12655131.000000 Penalty: 3766.213135
	Iteration 12Q: 3 clusters Score -1.265513e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59037 members 
Mstep: Class 2 contains 48797 members 
Entering Unmasked Estep 
Score: -12656027.000000 Penalty: 3766.213135
	Iteration 13Q: 3 clusters Score -1.265603e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60235 members 
Mstep: Class 2 contains 47599 members 
Entering Unmasked Estep 
Score: -12657212.000000 Penalty: 3766.213135
	Iteration 14Q: 3 clusters Score -1.265721e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61640 members 
Mstep: Class 2 contains 46194 members 
Entering Unmasked Estep 
Score: -12658606.000000 Penalty: 3766.213135
	Iteration 15Q: 3 clusters Score -1.265861e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63158 members 
Mstep: Class 2 contains 44676 members 
Entering Unmasked Estep 
Score: -12660399.000000 Penalty: 3766.213135
	Iteration 16Q: 3 clusters Score -1.26604e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64658 members 
Mstep: Class 2 contains 43176 members 
Entering Unmasked Estep 
Score: -12662560.000000 Penalty: 3766.213135
	Iteration 17Q: 3 clusters Score -1.266256e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66208 members 
Mstep: Class 2 contains 41626 members 
Entering Unmasked Estep 
Score: -12664655.000000 Penalty: 3766.213135
	Iteration 18Q: 3 clusters Score -1.266466e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67543 members 
Mstep: Class 2 contains 40291 members 
Entering Unmasked Estep 
Score: -12666346.000000 Penalty: 3766.213135
	Iteration 19Q: 3 clusters Score -1.266635e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68819 members 
Mstep: Class 2 contains 39015 members 
Entering Unmasked Estep 
Score: -12667523.000000 Penalty: 3766.213135
	Iteration 20F: 3 clusters Score -1.266752e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69987 members 
Mstep: Class 2 contains 37847 members 
Entering Unmasked Estep 
Score: -12668213.000000 Penalty: 3766.213135
	Iteration 21Q: 3 clusters Score -1.266821e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71209 members 
Mstep: Class 2 contains 36625 members 
Entering Unmasked Estep 
Score: -12668645.000000 Penalty: 3766.213135
	Iteration 22Q: 3 clusters Score -1.266864e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72314 members 
Mstep: Class 2 contains 35520 members 
Entering Unmasked Estep 
Score: -12668900.000000 Penalty: 3766.213135
	Iteration 23Q: 3 clusters Score -1.26689e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73297 members 
Mstep: Class 2 contains 34537 members 
Entering Unmasked Estep 
Score: -12669001.000000 Penalty: 3766.213135
	Iteration 24Q: 3 clusters Score -1.2669e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74188 members 
Mstep: Class 2 contains 33646 members 
Entering Unmasked Estep 
Score: -12669087.000000 Penalty: 3766.213135
	Iteration 25Q: 3 clusters Score -1.266909e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75092 members 
Mstep: Class 2 contains 32742 members 
Entering Unmasked Estep 
Score: -12669202.000000 Penalty: 3766.213135
	Iteration 26Q: 3 clusters Score -1.26692e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75942 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -12669205.000000 Penalty: 3766.213135
	Iteration 27Q: 3 clusters Score -1.26692e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76671 members 
Mstep: Class 2 contains 31163 members 
Entering Unmasked Estep 
Score: -12669188.000000 Penalty: 3766.213135
	Iteration 28Q: 3 clusters Score -1.266919e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77356 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -12669187.000000 Penalty: 3766.213135
	Iteration 29Q: 3 clusters Score -1.266919e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78077 members 
Mstep: Class 2 contains 29757 members 
Entering Unmasked Estep 
Score: -12669255.000000 Penalty: 3766.213135
	Iteration 30Q: 3 clusters Score -1.266926e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78782 members 
Mstep: Class 2 contains 29052 members 
Entering Unmasked Estep 
Score: -12669223.000000 Penalty: 3766.213135
	Iteration 31Q: 3 clusters Score -1.266922e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79444 members 
Mstep: Class 2 contains 28390 members 
Entering Unmasked Estep 
Score: -12669250.000000 Penalty: 3766.213135
	Iteration 32Q: 3 clusters Score -1.266925e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80041 members 
Mstep: Class 2 contains 27793 members 
Entering Unmasked Estep 
Score: -12669336.000000 Penalty: 3766.213135
	Iteration 33Q: 3 clusters Score -1.266934e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80604 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
Score: -12669279.000000 Penalty: 3766.213135
	Iteration 34Q: 3 clusters Score -1.266928e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81181 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -12669291.000000 Penalty: 3766.213135
	Iteration 35Q: 3 clusters Score -1.266929e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81657 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -12669307.000000 Penalty: 3766.213135
	Iteration 36Q: 3 clusters Score -1.266931e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82118 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -12669290.000000 Penalty: 3766.213135
	Iteration 37Q: 3 clusters Score -1.266929e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82528 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -12669341.000000 Penalty: 3766.213135
	Iteration 38Q: 3 clusters Score -1.266934e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82921 members 
Mstep: Class 2 contains 24913 members 
Entering Unmasked Estep 
Score: -12669427.000000 Penalty: 3766.213135
	Iteration 39Q: 3 clusters Score -1.266943e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83254 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
Score: -12669416.000000 Penalty: 3766.213135
	Iteration 40F: 3 clusters Score -1.266942e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83562 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -12669459.000000 Penalty: 3766.213135
	Iteration 41Q: 3 clusters Score -1.266946e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83813 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -12669479.000000 Penalty: 3766.213135
	Iteration 42Q: 3 clusters Score -1.266948e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84092 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -12669530.000000 Penalty: 3766.213135
	Iteration 43Q: 3 clusters Score -1.266953e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84359 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -12669523.000000 Penalty: 3766.213135
	Iteration 44Q: 3 clusters Score -1.266952e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84623 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -12669531.000000 Penalty: 3766.213135
	Iteration 45Q: 3 clusters Score -1.266953e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84899 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
Score: -12669549.000000 Penalty: 3766.213135
	Iteration 46Q: 3 clusters Score -1.266955e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85131 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -12669561.000000 Penalty: 3766.213135
	Iteration 47Q: 3 clusters Score -1.266956e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85308 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -12669581.000000 Penalty: 3766.213135
	Iteration 48Q: 3 clusters Score -1.266958e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85530 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -12669556.000000 Penalty: 3766.213135
	Iteration 49Q: 3 clusters Score -1.266956e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85773 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -12669579.000000 Penalty: 3766.213135
	Iteration 50Q: 3 clusters Score -1.266958e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85995 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -12669583.000000 Penalty: 3766.213135
	Iteration 51Q: 3 clusters Score -1.266958e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86211 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -12669574.000000 Penalty: 3766.213135
	Iteration 52Q: 3 clusters Score -1.266957e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86407 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -12669610.000000 Penalty: 3766.213135
	Iteration 53Q: 3 clusters Score -1.266961e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86562 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -12669564.000000 Penalty: 3766.213135
	Iteration 54Q: 3 clusters Score -1.266956e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86671 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -12669553.000000 Penalty: 3766.213135
	Iteration 55Q: 3 clusters Score -1.266955e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86766 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -12669568.000000 Penalty: 3766.213135
	Iteration 56Q: 3 clusters Score -1.266957e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86838 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -12669584.000000 Penalty: 3766.213135
	Iteration 57Q: 3 clusters Score -1.266958e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86906 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -12669565.000000 Penalty: 3766.213135
	Iteration 58Q: 3 clusters Score -1.266956e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86928 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -12669566.000000 Penalty: 3766.213135
	Iteration 59Q: 3 clusters Score -1.266957e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86955 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -12669580.000000 Penalty: 3766.213135
	Iteration 60F: 3 clusters Score -1.266958e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86974 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -12669588.000000 Penalty: 3766.213135
	Iteration 61Q: 3 clusters Score -1.266959e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86995 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -12669582.000000 Penalty: 3766.213135
	Iteration 62Q: 3 clusters Score -1.266958e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87011 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -12669585.000000 Penalty: 3766.213135
	Iteration 63Q: 3 clusters Score -1.266958e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87044 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -12669587.000000 Penalty: 3766.213135
	Iteration 64Q: 3 clusters Score -1.266959e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87061 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -12669575.000000 Penalty: 3766.213135
	Iteration 65Q: 3 clusters Score -1.266958e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87074 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -12669598.000000 Penalty: 3766.213135
	Iteration 66Q: 3 clusters Score -1.26696e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87081 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -12669601.000000 Penalty: 3766.213135
	Iteration 67Q: 3 clusters Score -1.26696e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87099 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -12669588.000000 Penalty: 3766.213135
	Iteration 68Q: 3 clusters Score -1.266959e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87109 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -12669601.000000 Penalty: 3766.213135
	Iteration 69Q: 3 clusters Score -1.26696e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87118 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -12669592.000000 Penalty: 3766.213135
	Iteration 70Q: 3 clusters Score -1.266959e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87121 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -12669587.000000 Penalty: 3766.213135
	Iteration 71Q: 3 clusters Score -1.266959e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87122 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -12669589.000000 Penalty: 3766.213135
	Iteration 72Q: 3 clusters Score -1.266959e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87127 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -12669594.000000 Penalty: 3766.213135
	Iteration 73Q: 3 clusters Score -1.266959e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87133 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -12669606.000000 Penalty: 3766.213135
	Iteration 74Q: 3 clusters Score -1.266961e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87142 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -12669597.000000 Penalty: 3766.213135
	Iteration 75Q: 3 clusters Score -1.26696e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87148 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -12669599.000000 Penalty: 3766.213135
	Iteration 76Q: 3 clusters Score -1.26696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87152 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -12669599.000000 Penalty: 3766.213135
	Iteration 77Q: 3 clusters Score -1.26696e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87164 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -12669598.000000 Penalty: 3766.213135
	Iteration 78Q: 3 clusters Score -1.26696e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87172 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -12669612.000000 Penalty: 3766.213135
	Iteration 79Q: 3 clusters Score -1.266961e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87178 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -12669598.000000 Penalty: 3766.213135
	Iteration 80F: 3 clusters Score -1.26696e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87180 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -12669602.000000 Penalty: 3766.213135
	Iteration 81Q: 3 clusters Score -1.26696e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87186 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -12669604.000000 Penalty: 3766.213135
	Iteration 82Q: 3 clusters Score -1.26696e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87189 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -12669605.000000 Penalty: 3766.213135
	Iteration 83Q: 3 clusters Score -1.26696e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87192 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -12669598.000000 Penalty: 3766.213135
	Iteration 84Q: 3 clusters Score -1.26696e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87195 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -12669593.000000 Penalty: 3766.213135
	Iteration 85Q: 3 clusters Score -1.266959e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87196 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -12669598.000000 Penalty: 3766.213135
	Iteration 86Q: 3 clusters Score -1.26696e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87198 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -12669597.000000 Penalty: 3766.213135
	Iteration 87Q: 3 clusters Score -1.26696e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87201 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -12669584.000000 Penalty: 3766.213135
	Iteration 88Q: 3 clusters Score -1.266958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87202 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -12669578.000000 Penalty: 3766.213135
	Iteration 89Q: 3 clusters Score -1.266958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87205 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -12669596.000000 Penalty: 3766.213135
	Iteration 90Q: 3 clusters Score -1.26696e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87211 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -12669598.000000 Penalty: 3766.213135
	Iteration 91Q: 3 clusters Score -1.26696e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87214 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -12669600.000000 Penalty: 3766.213135
	Iteration 92Q: 3 clusters Score -1.26696e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87217 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -12669603.000000 Penalty: 3766.213135
	Iteration 93Q: 3 clusters Score -1.26696e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87220 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -12669604.000000 Penalty: 3766.213135
	Iteration 94Q: 3 clusters Score -1.26696e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87223 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -12669610.000000 Penalty: 3766.213135
	Iteration 95Q: 3 clusters Score -1.266961e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87224 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -12669602.000000 Penalty: 3766.213135
	Iteration 96Q: 3 clusters Score -1.26696e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87225 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -12669604.000000 Penalty: 3766.213135
	Iteration 97Q: 3 clusters Score -1.26696e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87225 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -12669604.000000 Penalty: 3766.213135
	Iteration 98F: 3 clusters Score -1.26696e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (36798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36798 members 
Entering Unmasked Estep 
Score: -4340158.500000 Penalty: 1708.394775
	Iteration 0F: 2 clusters Score -4340158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -4315641.500000 Penalty: 3416.789551
	Iteration 0F: 3 clusters Score -4315642 nChanged 16932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -4324879.000000 Penalty: 3416.789551
	Iteration 1F: 3 clusters Score -4324879 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -4325266.000000 Penalty: 3416.789551
	Iteration 2Q: 3 clusters Score -4325266 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -4325654.500000 Penalty: 3416.789551
	Iteration 3Q: 3 clusters Score -4325654 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -4326164.000000 Penalty: 3416.789551
	Iteration 4Q: 3 clusters Score -4326164 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -4326952.000000 Penalty: 3416.789551
	Iteration 5Q: 3 clusters Score -4326952 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -4328229.500000 Penalty: 3416.789551
	Iteration 6F: 3 clusters Score -4328230 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -4330163.500000 Penalty: 3416.789551
	Iteration 7F: 3 clusters Score -4330164 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 30199 members 
Entering Unmasked Estep 
Score: -4332669.000000 Penalty: 3416.789551
	Iteration 8F: 3 clusters Score -4332669 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 32679 members 
Entering Unmasked Estep 
Score: -4334975.500000 Penalty: 3416.789551
	Iteration 9F: 3 clusters Score -4334976 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 34396 members 
Entering Unmasked Estep 
Score: -4336602.000000 Penalty: 3416.789551
	Iteration 10Q: 3 clusters Score -4336602 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 35412 members 
Entering Unmasked Estep 
Score: -4337591.500000 Penalty: 3416.789551
	Iteration 11Q: 3 clusters Score -4337592 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -4338105.500000 Penalty: 3416.789551
	Iteration 12Q: 3 clusters Score -4338106 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 36187 members 
Entering Unmasked Estep 
Score: -4338337.500000 Penalty: 3416.789551
	Iteration 13Q: 3 clusters Score -4338338 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 36312 members 
Entering Unmasked Estep 
Score: -4338479.000000 Penalty: 3416.789551
	Iteration 14Q: 3 clusters Score -4338479 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 36393 members 
Entering Unmasked Estep 
Score: -4338567.500000 Penalty: 3416.789551
	Iteration 15Q: 3 clusters Score -4338568 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 36436 members 
Entering Unmasked Estep 
Score: -4338620.000000 Penalty: 3416.789551
	Iteration 16Q: 3 clusters Score -4338620 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 36449 members 
Entering Unmasked Estep 
Score: -4338641.500000 Penalty: 3416.789551
	Iteration 17Q: 3 clusters Score -4338642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 36460 members 
Entering Unmasked Estep 
Score: -4338652.500000 Penalty: 3416.789551
	Iteration 18Q: 3 clusters Score -4338652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 36473 members 
Entering Unmasked Estep 
Score: -4338665.500000 Penalty: 3416.789551
	Iteration 19Q: 3 clusters Score -4338666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 36479 members 
Entering Unmasked Estep 
Score: -4338680.000000 Penalty: 3416.789551
	Iteration 20F: 3 clusters Score -4338680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 36485 members 
Entering Unmasked Estep 
Score: -4338686.000000 Penalty: 3416.789551
	Iteration 21Q: 3 clusters Score -4338686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 36492 members 
Entering Unmasked Estep 
Score: -4338697.000000 Penalty: 3416.789551
	Iteration 22Q: 3 clusters Score -4338697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 36498 members 
Entering Unmasked Estep 
Score: -4338706.500000 Penalty: 3416.789551
	Iteration 23Q: 3 clusters Score -4338706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 36503 members 
Entering Unmasked Estep 
Score: -4338717.000000 Penalty: 3416.789551
	Iteration 24Q: 3 clusters Score -4338717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 36510 members 
Entering Unmasked Estep 
Score: -4338719.500000 Penalty: 3416.789551
	Iteration 25Q: 3 clusters Score -4338720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 36513 members 
Entering Unmasked Estep 
Score: -4338722.000000 Penalty: 3416.789551
	Iteration 26Q: 3 clusters Score -4338722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 36514 members 
Entering Unmasked Estep 
Score: -4338722.000000 Penalty: 3416.789551
	Iteration 27Q: 3 clusters Score -4338722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
Score: -4338722.500000 Penalty: 3416.789551
	Iteration 28Q: 3 clusters Score -4338722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -4338722.000000 Penalty: 3416.789551
	Iteration 29Q: 3 clusters Score -4338722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -4338722.000000 Penalty: 3416.789551
	Iteration 30F: 3 clusters Score -4338722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 197158 members 
Mstep: Class 3 contains 84768 members 
Mstep: Class 4 contains 11426 members 
Mstep: Class 6 contains 37059 members 
Mstep: Class 7 contains 88085 members 
Mstep: Class 8 contains 14774 members 
Mstep: Class 9 contains 37246 members 
Mstep: Class 10 contains 9130 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8880 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19177 members 
Mstep: Class 16 contains 68431 members 
Mstep: Class 17 contains 122760 members 
Mstep: Class 18 contains 109470 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 50725 members 
Mstep: Class 21 contains 33649 members 
Mstep: Class 22 contains 16425 members 
Mstep: Class 23 contains 10835 members 
Mstep: Class 24 contains 3680 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 85510 members 
Mstep: Class 29 contains 6082 members 
Mstep: Class 30 contains 5979 members 
Mstep: Class 31 contains 28015 members 
Mstep: Class 32 contains 5967 members 
Mstep: Class 33 contains 6780 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1551 members 
Mstep: Class 37 contains 66321 members 
Mstep: Class 38 contains 1244 members 
Mstep: Class 39 contains 110687 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18369 members 
Mstep: Class 44 contains 121441 members 
Mstep: Class 45 contains 48649 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 46285 members 
Mstep: Class 49 contains 13417 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 991 members 
Mstep: Class 52 contains 4660 members 
Mstep: Class 53 contains 50792 members 
Mstep: Class 54 contains 107834 members 
Mstep: Class 55 contains 36798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194693136.000000 Penalty: 128338.117188
Iteration 279Q: 56 clusters Score -1.946931e+08 nChanged 10964
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 197161 members 
Mstep: Class 3 contains 84789 members 
Mstep: Class 4 contains 11415 members 
Mstep: Class 5 contains 6289 members 
Mstep: Class 6 contains 37063 members 
Mstep: Class 7 contains 88106 members 
Mstep: Class 8 contains 14763 members 
Mstep: Class 9 contains 37249 members 
Mstep: Class 10 contains 9129 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8882 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19175 members 
Mstep: Class 16 contains 68427 members 
Mstep: Class 17 contains 123616 members 
Mstep: Class 18 contains 109144 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 51141 members 
Mstep: Class 21 contains 33651 members 
Mstep: Class 22 contains 16676 members 
Mstep: Class 23 contains 10820 members 
Mstep: Class 24 contains 3680 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 86446 members 
Mstep: Class 29 contains 6082 members 
Mstep: Class 30 contains 5912 members 
Mstep: Class 31 contains 27790 members 
Mstep: Class 32 contains 5967 members 
Mstep: Class 33 contains 6773 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1551 members 
Mstep: Class 37 contains 66073 members 
Mstep: Class 38 contains 1244 members 
Mstep: Class 39 contains 110091 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18382 members 
Mstep: Class 44 contains 121757 members 
Mstep: Class 45 contains 47909 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 45656 members 
Mstep: Class 49 contains 13419 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 991 members 
Mstep: Class 52 contains 4659 members 
Mstep: Class 53 contains 50827 members 
Mstep: Class 54 contains 107974 members 
Mstep: Class 55 contains 36711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194693968.000000 Penalty: 128338.117188
Iteration 280F: 56 clusters Score -1.94694e+08 nChanged 10365
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 197154 members 
Mstep: Class 3 contains 84752 members 
Mstep: Class 4 contains 11396 members 
Mstep: Class 5 contains 6769 members 
Mstep: Class 6 contains 37058 members 
Mstep: Class 7 contains 88089 members 
Mstep: Class 8 contains 14754 members 
Mstep: Class 9 contains 37246 members 
Mstep: Class 10 contains 9133 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8886 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19181 members 
Mstep: Class 16 contains 68419 members 
Mstep: Class 17 contains 123750 members 
Mstep: Class 18 contains 108983 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 51626 members 
Mstep: Class 21 contains 33656 members 
Mstep: Class 22 contains 16693 members 
Mstep: Class 23 contains 10799 members 
Mstep: Class 24 contains 3679 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 87557 members 
Mstep: Class 29 contains 6081 members 
Mstep: Class 30 contains 5877 members 
Mstep: Class 31 contains 27565 members 
Mstep: Class 32 contains 5967 members 
Mstep: Class 33 contains 6763 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1553 members 
Mstep: Class 37 contains 65828 members 
Mstep: Class 38 contains 1244 members 
Mstep: Class 39 contains 109859 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18405 members 
Mstep: Class 44 contains 122022 members 
Mstep: Class 45 contains 47133 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 45018 members 
Mstep: Class 49 contains 13424 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 991 members 
Mstep: Class 52 contains 4653 members 
Mstep: Class 53 contains 50816 members 
Mstep: Class 54 contains 108044 members 
Mstep: Class 55 contains 36592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194694256.000000 Penalty: 128338.117188
Iteration 281Q: 56 clusters Score -1.946943e+08 nChanged 9593
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 197148 members 
Mstep: Class 3 contains 84737 members 
Mstep: Class 4 contains 11379 members 
Mstep: Class 5 contains 7038 members 
Mstep: Class 6 contains 37046 members 
Mstep: Class 7 contains 88069 members 
Mstep: Class 8 contains 14745 members 
Mstep: Class 9 contains 37243 members 
Mstep: Class 10 contains 9141 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8887 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19184 members 
Mstep: Class 16 contains 68406 members 
Mstep: Class 17 contains 123668 members 
Mstep: Class 18 contains 108802 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 52211 members 
Mstep: Class 21 contains 33658 members 
Mstep: Class 22 contains 16695 members 
Mstep: Class 23 contains 10781 members 
Mstep: Class 24 contains 3679 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 88621 members 
Mstep: Class 29 contains 6081 members 
Mstep: Class 30 contains 5832 members 
Mstep: Class 31 contains 27397 members 
Mstep: Class 32 contains 5967 members 
Mstep: Class 33 contains 6756 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1552 members 
Mstep: Class 37 contains 65507 members 
Mstep: Class 38 contains 1244 members 
Mstep: Class 39 contains 109798 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18436 members 
Mstep: Class 44 contains 122300 members 
Mstep: Class 45 contains 46434 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 44532 members 
Mstep: Class 49 contains 13427 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 991 members 
Mstep: Class 52 contains 4647 members 
Mstep: Class 53 contains 50805 members 
Mstep: Class 54 contains 108141 members 
Mstep: Class 55 contains 36451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194695120.000000 Penalty: 128338.117188
Iteration 282Q: 56 clusters Score -1.946951e+08 nChanged 8999
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 197138 members 
Mstep: Class 3 contains 84721 members 
Mstep: Class 4 contains 11385 members 
Mstep: Class 5 contains 7266 members 
Mstep: Class 6 contains 37041 members 
Mstep: Class 7 contains 88074 members 
Mstep: Class 8 contains 14738 members 
Mstep: Class 9 contains 37242 members 
Mstep: Class 10 contains 9139 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8886 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19182 members 
Mstep: Class 16 contains 68407 members 
Mstep: Class 17 contains 123404 members 
Mstep: Class 18 contains 108530 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 52739 members 
Mstep: Class 21 contains 33661 members 
Mstep: Class 22 contains 16678 members 
Mstep: Class 23 contains 10761 members 
Mstep: Class 24 contains 3679 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 89659 members 
Mstep: Class 29 contains 6083 members 
Mstep: Class 30 contains 5761 members 
Mstep: Class 31 contains 27245 members 
Mstep: Class 32 contains 5968 members 
Mstep: Class 33 contains 6750 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1552 members 
Mstep: Class 37 contains 65184 members 
Mstep: Class 38 contains 1244 members 
Mstep: Class 39 contains 109862 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18474 members 
Mstep: Class 44 contains 122499 members 
Mstep: Class 45 contains 45809 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 44153 members 
Mstep: Class 49 contains 13433 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 991 members 
Mstep: Class 52 contains 4638 members 
Mstep: Class 53 contains 50953 members 
Mstep: Class 54 contains 108207 members 
Mstep: Class 55 contains 36314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194695248.000000 Penalty: 128338.117188
Iteration 283Q: 56 clusters Score -1.946952e+08 nChanged 8999
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 197118 members 
Mstep: Class 3 contains 84704 members 
Mstep: Class 4 contains 11375 members 
Mstep: Class 5 contains 7461 members 
Mstep: Class 6 contains 37019 members 
Mstep: Class 7 contains 88047 members 
Mstep: Class 8 contains 14733 members 
Mstep: Class 9 contains 37243 members 
Mstep: Class 10 contains 9142 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8887 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19184 members 
Mstep: Class 16 contains 68398 members 
Mstep: Class 17 contains 123032 members 
Mstep: Class 18 contains 108268 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 53333 members 
Mstep: Class 21 contains 33663 members 
Mstep: Class 22 contains 16701 members 
Mstep: Class 23 contains 10747 members 
Mstep: Class 24 contains 3678 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 90687 members 
Mstep: Class 29 contains 6085 members 
Mstep: Class 30 contains 5712 members 
Mstep: Class 31 contains 27088 members 
Mstep: Class 32 contains 5968 members 
Mstep: Class 33 contains 6745 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1550 members 
Mstep: Class 37 contains 64861 members 
Mstep: Class 38 contains 1244 members 
Mstep: Class 39 contains 110026 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18516 members 
Mstep: Class 44 contains 122606 members 
Mstep: Class 45 contains 45127 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 43882 members 
Mstep: Class 49 contains 13435 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 991 members 
Mstep: Class 52 contains 4635 members 
Mstep: Class 53 contains 51106 members 
Mstep: Class 54 contains 108296 members 
Mstep: Class 55 contains 36169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194695280.000000 Penalty: 128338.117188
Iteration 284Q: 56 clusters Score -1.946953e+08 nChanged 8975
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 197108 members 
Mstep: Class 3 contains 84713 members 
Mstep: Class 4 contains 11363 members 
Mstep: Class 5 contains 7642 members 
Mstep: Class 6 contains 36968 members 
Mstep: Class 7 contains 88006 members 
Mstep: Class 8 contains 14727 members 
Mstep: Class 9 contains 37239 members 
Mstep: Class 10 contains 9140 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8889 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19185 members 
Mstep: Class 16 contains 68400 members 
Mstep: Class 17 contains 122646 members 
Mstep: Class 18 contains 107906 members 
Mstep: Class 19 contains 3431 members 
Mstep: Class 20 contains 53898 members 
Mstep: Class 21 contains 33662 members 
Mstep: Class 22 contains 16810 members 
Mstep: Class 23 contains 10741 members 
Mstep: Class 24 contains 3676 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 91576 members 
Mstep: Class 29 contains 6085 members 
Mstep: Class 30 contains 5697 members 
Mstep: Class 31 contains 26970 members 
Mstep: Class 32 contains 5968 members 
Mstep: Class 33 contains 6742 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1549 members 
Mstep: Class 37 contains 64576 members 
Mstep: Class 38 contains 1245 members 
Mstep: Class 39 contains 110297 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18553 members 
Mstep: Class 44 contains 122818 members 
Mstep: Class 45 contains 44372 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 43709 members 
Mstep: Class 49 contains 13440 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 991 members 
Mstep: Class 52 contains 4637 members 
Mstep: Class 53 contains 51182 members 
Mstep: Class 54 contains 108346 members 
Mstep: Class 55 contains 36002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194695312.000000 Penalty: 128338.117188
Iteration 285Q: 56 clusters Score -1.946953e+08 nChanged 9097
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 197111 members 
Mstep: Class 3 contains 84687 members 
Mstep: Class 4 contains 11345 members 
Mstep: Class 5 contains 7809 members 
Mstep: Class 6 contains 36942 members 
Mstep: Class 7 contains 87954 members 
Mstep: Class 8 contains 14723 members 
Mstep: Class 9 contains 37234 members 
Mstep: Class 10 contains 9144 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8888 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19187 members 
Mstep: Class 16 contains 68401 members 
Mstep: Class 17 contains 122328 members 
Mstep: Class 18 contains 107571 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 54461 members 
Mstep: Class 21 contains 33662 members 
Mstep: Class 22 contains 16917 members 
Mstep: Class 23 contains 10725 members 
Mstep: Class 24 contains 3675 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 92295 members 
Mstep: Class 29 contains 6085 members 
Mstep: Class 30 contains 5639 members 
Mstep: Class 31 contains 26847 members 
Mstep: Class 32 contains 5967 members 
Mstep: Class 33 contains 6738 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1550 members 
Mstep: Class 37 contains 64308 members 
Mstep: Class 38 contains 1245 members 
Mstep: Class 39 contains 110611 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18580 members 
Mstep: Class 44 contains 122991 members 
Mstep: Class 45 contains 43577 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 43657 members 
Mstep: Class 49 contains 13442 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 991 members 
Mstep: Class 52 contains 4641 members 
Mstep: Class 53 contains 51454 members 
Mstep: Class 54 contains 108290 members 
Mstep: Class 55 contains 35822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194695936.000000 Penalty: 128338.117188
Iteration 286Q: 56 clusters Score -1.946959e+08 nChanged 9282
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 197101 members 
Mstep: Class 3 contains 84673 members 
Mstep: Class 4 contains 11331 members 
Mstep: Class 5 contains 7964 members 
Mstep: Class 6 contains 36906 members 
Mstep: Class 7 contains 87943 members 
Mstep: Class 8 contains 14717 members 
Mstep: Class 9 contains 37234 members 
Mstep: Class 10 contains 9152 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8887 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19185 members 
Mstep: Class 16 contains 68399 members 
Mstep: Class 17 contains 121974 members 
Mstep: Class 18 contains 107264 members 
Mstep: Class 19 contains 3433 members 
Mstep: Class 20 contains 55108 members 
Mstep: Class 21 contains 33665 members 
Mstep: Class 22 contains 17056 members 
Mstep: Class 23 contains 10719 members 
Mstep: Class 24 contains 3673 members 
Mstep: Class 25 contains 797 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 92898 members 
Mstep: Class 29 contains 6087 members 
Mstep: Class 30 contains 5541 members 
Mstep: Class 31 contains 26729 members 
Mstep: Class 32 contains 5965 members 
Mstep: Class 33 contains 6721 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1551 members 
Mstep: Class 37 contains 63997 members 
Mstep: Class 38 contains 1245 members 
Mstep: Class 39 contains 110999 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18603 members 
Mstep: Class 44 contains 123006 members 
Mstep: Class 45 contains 42773 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 43744 members 
Mstep: Class 49 contains 13446 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 991 members 
Mstep: Class 52 contains 4639 members 
Mstep: Class 53 contains 51834 members 
Mstep: Class 54 contains 108183 members 
Mstep: Class 55 contains 35614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194695680.000000 Penalty: 128338.117188
Iteration 287Q: 56 clusters Score -1.946957e+08 nChanged 9148
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 197093 members 
Mstep: Class 3 contains 84653 members 
Mstep: Class 4 contains 11307 members 
Mstep: Class 5 contains 8099 members 
Mstep: Class 6 contains 36878 members 
Mstep: Class 7 contains 87896 members 
Mstep: Class 8 contains 14710 members 
Mstep: Class 9 contains 37237 members 
Mstep: Class 10 contains 9152 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8887 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19186 members 
Mstep: Class 16 contains 68400 members 
Mstep: Class 17 contains 121633 members 
Mstep: Class 18 contains 107012 members 
Mstep: Class 19 contains 3433 members 
Mstep: Class 20 contains 55741 members 
Mstep: Class 21 contains 33666 members 
Mstep: Class 22 contains 17150 members 
Mstep: Class 23 contains 10712 members 
Mstep: Class 24 contains 3671 members 
Mstep: Class 25 contains 797 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 93410 members 
Mstep: Class 29 contains 6087 members 
Mstep: Class 30 contains 5459 members 
Mstep: Class 31 contains 26608 members 
Mstep: Class 32 contains 5966 members 
Mstep: Class 33 contains 6699 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1552 members 
Mstep: Class 37 contains 63735 members 
Mstep: Class 38 contains 1245 members 
Mstep: Class 39 contains 111332 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18623 members 
Mstep: Class 44 contains 123317 members 
Mstep: Class 45 contains 42025 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 43841 members 
Mstep: Class 49 contains 13450 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 991 members 
Mstep: Class 52 contains 4633 members 
Mstep: Class 53 contains 52104 members 
Mstep: Class 54 contains 108020 members 
Mstep: Class 55 contains 35368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194695792.000000 Penalty: 128338.117188
Iteration 288Q: 56 clusters Score -1.946958e+08 nChanged 9154
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 197099 members 
Mstep: Class 3 contains 84638 members 
Mstep: Class 4 contains 11287 members 
Mstep: Class 5 contains 8236 members 
Mstep: Class 6 contains 36856 members 
Mstep: Class 7 contains 87847 members 
Mstep: Class 8 contains 14705 members 
Mstep: Class 9 contains 37238 members 
Mstep: Class 10 contains 9156 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8887 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19188 members 
Mstep: Class 16 contains 68398 members 
Mstep: Class 17 contains 121342 members 
Mstep: Class 18 contains 106686 members 
Mstep: Class 19 contains 3433 members 
Mstep: Class 20 contains 56457 members 
Mstep: Class 21 contains 33668 members 
Mstep: Class 22 contains 17241 members 
Mstep: Class 23 contains 10703 members 
Mstep: Class 24 contains 3669 members 
Mstep: Class 25 contains 797 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 93827 members 
Mstep: Class 29 contains 6090 members 
Mstep: Class 30 contains 5388 members 
Mstep: Class 31 contains 26471 members 
Mstep: Class 32 contains 5967 members 
Mstep: Class 33 contains 6675 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1552 members 
Mstep: Class 37 contains 63481 members 
Mstep: Class 38 contains 1245 members 
Mstep: Class 39 contains 111697 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18637 members 
Mstep: Class 44 contains 123530 members 
Mstep: Class 45 contains 41213 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 43938 members 
Mstep: Class 49 contains 13451 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 991 members 
Mstep: Class 52 contains 4634 members 
Mstep: Class 53 contains 52440 members 
Mstep: Class 54 contains 107940 members 
Mstep: Class 55 contains 35096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194695792.000000 Penalty: 128338.117188
Iteration 289Q: 56 clusters Score -1.946958e+08 nChanged 9301
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 197103 members 
Mstep: Class 3 contains 84652 members 
Mstep: Class 4 contains 11270 members 
Mstep: Class 5 contains 8365 members 
Mstep: Class 6 contains 36834 members 
Mstep: Class 7 contains 87812 members 
Mstep: Class 8 contains 14704 members 
Mstep: Class 9 contains 37230 members 
Mstep: Class 10 contains 9154 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8887 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19189 members 
Mstep: Class 16 contains 68393 members 
Mstep: Class 17 contains 121032 members 
Mstep: Class 18 contains 106291 members 
Mstep: Class 19 contains 3433 members 
Mstep: Class 20 contains 57253 members 
Mstep: Class 21 contains 33670 members 
Mstep: Class 22 contains 17319 members 
Mstep: Class 23 contains 10694 members 
Mstep: Class 24 contains 3668 members 
Mstep: Class 25 contains 797 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 94219 members 
Mstep: Class 29 contains 6090 members 
Mstep: Class 30 contains 5313 members 
Mstep: Class 31 contains 26337 members 
Mstep: Class 32 contains 5965 members 
Mstep: Class 33 contains 6645 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1554 members 
Mstep: Class 37 contains 63169 members 
Mstep: Class 38 contains 1245 members 
Mstep: Class 39 contains 112041 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18640 members 
Mstep: Class 44 contains 123874 members 
Mstep: Class 45 contains 40445 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 44050 members 
Mstep: Class 49 contains 13452 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 991 members 
Mstep: Class 52 contains 4629 members 
Mstep: Class 53 contains 52720 members 
Mstep: Class 54 contains 107921 members 
Mstep: Class 55 contains 34771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696080.000000 Penalty: 128338.117188
Iteration 290Q: 56 clusters Score -1.946961e+08 nChanged 9645
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 197101 members 
Mstep: Class 3 contains 84644 members 
Mstep: Class 4 contains 11241 members 
Mstep: Class 5 contains 8494 members 
Mstep: Class 6 contains 36822 members 
Mstep: Class 7 contains 87781 members 
Mstep: Class 8 contains 14702 members 
Mstep: Class 9 contains 37229 members 
Mstep: Class 10 contains 9158 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8887 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19188 members 
Mstep: Class 16 contains 68390 members 
Mstep: Class 17 contains 120828 members 
Mstep: Class 18 contains 105950 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 58079 members 
Mstep: Class 21 contains 33671 members 
Mstep: Class 22 contains 17441 members 
Mstep: Class 23 contains 10689 members 
Mstep: Class 24 contains 3668 members 
Mstep: Class 25 contains 797 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 94528 members 
Mstep: Class 29 contains 6091 members 
Mstep: Class 30 contains 5215 members 
Mstep: Class 31 contains 26229 members 
Mstep: Class 32 contains 5965 members 
Mstep: Class 33 contains 6617 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1555 members 
Mstep: Class 37 contains 62823 members 
Mstep: Class 38 contains 1245 members 
Mstep: Class 39 contains 112298 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18653 members 
Mstep: Class 44 contains 124145 members 
Mstep: Class 45 contains 39710 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 44226 members 
Mstep: Class 49 contains 13454 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 991 members 
Mstep: Class 52 contains 4631 members 
Mstep: Class 53 contains 53076 members 
Mstep: Class 54 contains 107817 members 
Mstep: Class 55 contains 34387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696240.000000 Penalty: 128338.117188
Iteration 291Q: 56 clusters Score -1.946962e+08 nChanged 9548
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 197105 members 
Mstep: Class 3 contains 84632 members 
Mstep: Class 4 contains 11216 members 
Mstep: Class 5 contains 8621 members 
Mstep: Class 6 contains 36805 members 
Mstep: Class 7 contains 87723 members 
Mstep: Class 8 contains 14698 members 
Mstep: Class 9 contains 37228 members 
Mstep: Class 10 contains 9159 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8887 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19191 members 
Mstep: Class 16 contains 68388 members 
Mstep: Class 17 contains 120601 members 
Mstep: Class 18 contains 105542 members 
Mstep: Class 19 contains 3433 members 
Mstep: Class 20 contains 59122 members 
Mstep: Class 21 contains 33670 members 
Mstep: Class 22 contains 17607 members 
Mstep: Class 23 contains 10688 members 
Mstep: Class 24 contains 3668 members 
Mstep: Class 25 contains 797 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 94789 members 
Mstep: Class 29 contains 6092 members 
Mstep: Class 30 contains 5105 members 
Mstep: Class 31 contains 26117 members 
Mstep: Class 32 contains 5965 members 
Mstep: Class 33 contains 6590 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1554 members 
Mstep: Class 37 contains 62484 members 
Mstep: Class 38 contains 1245 members 
Mstep: Class 39 contains 112381 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18659 members 
Mstep: Class 44 contains 124435 members 
Mstep: Class 45 contains 38977 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 44379 members 
Mstep: Class 49 contains 13455 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 991 members 
Mstep: Class 52 contains 4631 members 
Mstep: Class 53 contains 53479 members 
Mstep: Class 54 contains 107774 members 
Mstep: Class 55 contains 33999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696912.000000 Penalty: 128338.117188
Iteration 292Q: 56 clusters Score -1.946969e+08 nChanged 10034
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 197100 members 
Mstep: Class 3 contains 84622 members 
Mstep: Class 4 contains 11201 members 
Mstep: Class 5 contains 8740 members 
Mstep: Class 6 contains 36773 members 
Mstep: Class 7 contains 87693 members 
Mstep: Class 8 contains 14696 members 
Mstep: Class 9 contains 37221 members 
Mstep: Class 10 contains 9162 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8888 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19194 members 
Mstep: Class 16 contains 68379 members 
Mstep: Class 17 contains 120315 members 
Mstep: Class 18 contains 105066 members 
Mstep: Class 19 contains 3433 members 
Mstep: Class 20 contains 60333 members 
Mstep: Class 21 contains 33671 members 
Mstep: Class 22 contains 17783 members 
Mstep: Class 23 contains 10686 members 
Mstep: Class 24 contains 3668 members 
Mstep: Class 25 contains 797 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 95025 members 
Mstep: Class 29 contains 6092 members 
Mstep: Class 30 contains 5000 members 
Mstep: Class 31 contains 25981 members 
Mstep: Class 32 contains 5966 members 
Mstep: Class 33 contains 6546 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1554 members 
Mstep: Class 37 contains 62153 members 
Mstep: Class 38 contains 1245 members 
Mstep: Class 39 contains 112290 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18676 members 
Mstep: Class 44 contains 124653 members 
Mstep: Class 45 contains 38269 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 44726 members 
Mstep: Class 49 contains 13455 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 991 members 
Mstep: Class 52 contains 4634 members 
Mstep: Class 53 contains 53910 members 
Mstep: Class 54 contains 107757 members 
Mstep: Class 55 contains 33546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697072.000000 Penalty: 128338.117188
Iteration 293Q: 56 clusters Score -1.946971e+08 nChanged 10426
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 197092 members 
Mstep: Class 3 contains 84614 members 
Mstep: Class 4 contains 11184 members 
Mstep: Class 5 contains 8859 members 
Mstep: Class 6 contains 36739 members 
Mstep: Class 7 contains 87650 members 
Mstep: Class 8 contains 14692 members 
Mstep: Class 9 contains 37215 members 
Mstep: Class 10 contains 9165 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8888 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19197 members 
Mstep: Class 16 contains 68377 members 
Mstep: Class 17 contains 120094 members 
Mstep: Class 18 contains 104648 members 
Mstep: Class 19 contains 3433 members 
Mstep: Class 20 contains 61827 members 
Mstep: Class 21 contains 33670 members 
Mstep: Class 22 contains 17905 members 
Mstep: Class 23 contains 10685 members 
Mstep: Class 24 contains 3668 members 
Mstep: Class 25 contains 797 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 95201 members 
Mstep: Class 29 contains 6093 members 
Mstep: Class 30 contains 4897 members 
Mstep: Class 31 contains 25877 members 
Mstep: Class 32 contains 5967 members 
Mstep: Class 33 contains 6506 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1554 members 
Mstep: Class 37 contains 61867 members 
Mstep: Class 38 contains 1246 members 
Mstep: Class 39 contains 112101 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18685 members 
Mstep: Class 44 contains 124705 members 
Mstep: Class 45 contains 37582 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 45111 members 
Mstep: Class 49 contains 13455 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 991 members 
Mstep: Class 52 contains 4636 members 
Mstep: Class 53 contains 54334 members 
Mstep: Class 54 contains 107624 members 
Mstep: Class 55 contains 33073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696976.000000 Penalty: 128338.117188
Iteration 294Q: 56 clusters Score -1.94697e+08 nChanged 10633
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 197088 members 
Mstep: Class 3 contains 84592 members 
Mstep: Class 4 contains 11153 members 
Mstep: Class 5 contains 8958 members 
Mstep: Class 6 contains 36726 members 
Mstep: Class 7 contains 87605 members 
Mstep: Class 8 contains 14689 members 
Mstep: Class 9 contains 37221 members 
Mstep: Class 10 contains 9164 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8887 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19198 members 
Mstep: Class 16 contains 68375 members 
Mstep: Class 17 contains 119780 members 
Mstep: Class 18 contains 104259 members 
Mstep: Class 19 contains 3433 members 
Mstep: Class 20 contains 63576 members 
Mstep: Class 21 contains 33670 members 
Mstep: Class 22 contains 17986 members 
Mstep: Class 23 contains 10683 members 
Mstep: Class 24 contains 3667 members 
Mstep: Class 25 contains 797 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 95372 members 
Mstep: Class 29 contains 6093 members 
Mstep: Class 30 contains 4806 members 
Mstep: Class 31 contains 25764 members 
Mstep: Class 32 contains 5968 members 
Mstep: Class 33 contains 6459 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1554 members 
Mstep: Class 37 contains 61514 members 
Mstep: Class 38 contains 1246 members 
Mstep: Class 39 contains 111764 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18705 members 
Mstep: Class 44 contains 124734 members 
Mstep: Class 45 contains 36995 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 45498 members 
Mstep: Class 49 contains 13455 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 991 members 
Mstep: Class 52 contains 4634 members 
Mstep: Class 53 contains 54784 members 
Mstep: Class 54 contains 107537 members 
Mstep: Class 55 contains 32545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697520.000000 Penalty: 128338.117188
Iteration 295Q: 56 clusters Score -1.946975e+08 nChanged 11358
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 197085 members 
Mstep: Class 3 contains 84542 members 
Mstep: Class 4 contains 11124 members 
Mstep: Class 5 contains 9042 members 
Mstep: Class 6 contains 36711 members 
Mstep: Class 7 contains 87573 members 
Mstep: Class 8 contains 14687 members 
Mstep: Class 9 contains 37223 members 
Mstep: Class 10 contains 9167 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8886 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19197 members 
Mstep: Class 16 contains 68374 members 
Mstep: Class 17 contains 119488 members 
Mstep: Class 18 contains 103856 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 65643 members 
Mstep: Class 21 contains 33667 members 
Mstep: Class 22 contains 18093 members 
Mstep: Class 23 contains 10683 members 
Mstep: Class 24 contains 3667 members 
Mstep: Class 25 contains 797 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 95470 members 
Mstep: Class 29 contains 6092 members 
Mstep: Class 30 contains 4704 members 
Mstep: Class 31 contains 25683 members 
Mstep: Class 32 contains 5968 members 
Mstep: Class 33 contains 6409 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1553 members 
Mstep: Class 37 contains 61145 members 
Mstep: Class 38 contains 1246 members 
Mstep: Class 39 contains 111239 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18717 members 
Mstep: Class 44 contains 124537 members 
Mstep: Class 45 contains 36343 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 46044 members 
Mstep: Class 49 contains 13455 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 991 members 
Mstep: Class 52 contains 4632 members 
Mstep: Class 53 contains 55388 members 
Mstep: Class 54 contains 107395 members 
Mstep: Class 55 contains 32006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194698816.000000 Penalty: 128338.117188
Iteration 296Q: 56 clusters Score -1.946988e+08 nChanged 12275
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 197085 members 
Mstep: Class 3 contains 84462 members 
Mstep: Class 4 contains 11081 members 
Mstep: Class 5 contains 9123 members 
Mstep: Class 6 contains 36697 members 
Mstep: Class 7 contains 87496 members 
Mstep: Class 8 contains 14683 members 
Mstep: Class 9 contains 37221 members 
Mstep: Class 10 contains 9168 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8886 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19201 members 
Mstep: Class 16 contains 68370 members 
Mstep: Class 17 contains 119178 members 
Mstep: Class 18 contains 103381 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 68153 members 
Mstep: Class 21 contains 33668 members 
Mstep: Class 22 contains 18151 members 
Mstep: Class 23 contains 10685 members 
Mstep: Class 24 contains 3667 members 
Mstep: Class 25 contains 797 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 95539 members 
Mstep: Class 29 contains 6092 members 
Mstep: Class 30 contains 4579 members 
Mstep: Class 31 contains 25573 members 
Mstep: Class 32 contains 5969 members 
Mstep: Class 33 contains 6346 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1553 members 
Mstep: Class 37 contains 60782 members 
Mstep: Class 38 contains 1246 members 
Mstep: Class 39 contains 110571 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18734 members 
Mstep: Class 44 contains 124053 members 
Mstep: Class 45 contains 35752 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 46702 members 
Mstep: Class 49 contains 13455 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 991 members 
Mstep: Class 52 contains 4627 members 
Mstep: Class 53 contains 56159 members 
Mstep: Class 54 contains 107202 members 
Mstep: Class 55 contains 31471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194699264.000000 Penalty: 128338.117188
Iteration 297Q: 56 clusters Score -1.946993e+08 nChanged 12561
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 197085 members 
Mstep: Class 3 contains 84333 members 
Mstep: Class 4 contains 11024 members 
Mstep: Class 5 contains 9171 members 
Mstep: Class 6 contains 36670 members 
Mstep: Class 7 contains 87418 members 
Mstep: Class 8 contains 14682 members 
Mstep: Class 9 contains 37214 members 
Mstep: Class 10 contains 9163 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8885 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19203 members 
Mstep: Class 16 contains 68365 members 
Mstep: Class 17 contains 118873 members 
Mstep: Class 18 contains 102851 members 
Mstep: Class 19 contains 3433 members 
Mstep: Class 20 contains 70954 members 
Mstep: Class 21 contains 33667 members 
Mstep: Class 22 contains 18234 members 
Mstep: Class 23 contains 10682 members 
Mstep: Class 24 contains 3667 members 
Mstep: Class 25 contains 797 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 95515 members 
Mstep: Class 29 contains 6092 members 
Mstep: Class 30 contains 4468 members 
Mstep: Class 31 contains 25465 members 
Mstep: Class 32 contains 5971 members 
Mstep: Class 33 contains 6291 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1555 members 
Mstep: Class 37 contains 60459 members 
Mstep: Class 38 contains 1246 members 
Mstep: Class 39 contains 109858 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18754 members 
Mstep: Class 44 contains 123484 members 
Mstep: Class 45 contains 35230 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 47352 members 
Mstep: Class 49 contains 13455 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 991 members 
Mstep: Class 52 contains 4619 members 
Mstep: Class 53 contains 56875 members 
Mstep: Class 54 contains 107036 members 
Mstep: Class 55 contains 30924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194702176.000000 Penalty: 128338.117188
Iteration 298Q: 56 clusters Score -1.947022e+08 nChanged 13160
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 197088 members 
Mstep: Class 3 contains 84200 members 
Mstep: Class 4 contains 10970 members 
Mstep: Class 5 contains 9218 members 
Mstep: Class 6 contains 36645 members 
Mstep: Class 7 contains 87317 members 
Mstep: Class 8 contains 14681 members 
Mstep: Class 9 contains 37215 members 
Mstep: Class 10 contains 9165 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8885 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19206 members 
Mstep: Class 16 contains 68363 members 
Mstep: Class 17 contains 118593 members 
Mstep: Class 18 contains 102439 members 
Mstep: Class 19 contains 3431 members 
Mstep: Class 20 contains 74017 members 
Mstep: Class 21 contains 33664 members 
Mstep: Class 22 contains 18186 members 
Mstep: Class 23 contains 10677 members 
Mstep: Class 24 contains 3667 members 
Mstep: Class 25 contains 797 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1113 members 
Mstep: Class 28 contains 95445 members 
Mstep: Class 29 contains 6092 members 
Mstep: Class 30 contains 4367 members 
Mstep: Class 31 contains 25351 members 
Mstep: Class 32 contains 5970 members 
Mstep: Class 33 contains 6221 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1556 members 
Mstep: Class 37 contains 60125 members 
Mstep: Class 38 contains 1246 members 
Mstep: Class 39 contains 109271 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18764 members 
Mstep: Class 44 contains 122433 members 
Mstep: Class 45 contains 34793 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 48113 members 
Mstep: Class 49 contains 13455 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 991 members 
Mstep: Class 52 contains 4610 members 
Mstep: Class 53 contains 57700 members 
Mstep: Class 54 contains 106759 members 
Mstep: Class 55 contains 30350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194703136.000000 Penalty: 128338.117188
Iteration 299Q: 56 clusters Score -1.947031e+08 nChanged 12760
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 197085 members 
Mstep: Class 3 contains 84080 members 
Mstep: Class 4 contains 10917 members 
Mstep: Class 5 contains 9262 members 
Mstep: Class 6 contains 36655 members 
Mstep: Class 7 contains 87200 members 
Mstep: Class 8 contains 14681 members 
Mstep: Class 9 contains 37212 members 
Mstep: Class 10 contains 9163 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8885 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19204 members 
Mstep: Class 16 contains 68359 members 
Mstep: Class 17 contains 118282 members 
Mstep: Class 18 contains 101986 members 
Mstep: Class 19 contains 3431 members 
Mstep: Class 20 contains 76685 members 
Mstep: Class 21 contains 33661 members 
Mstep: Class 22 contains 17990 members 
Mstep: Class 23 contains 10673 members 
Mstep: Class 24 contains 3667 members 
Mstep: Class 25 contains 797 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1113 members 
Mstep: Class 28 contains 95374 members 
Mstep: Class 29 contains 6091 members 
Mstep: Class 30 contains 4237 members 
Mstep: Class 31 contains 25229 members 
Mstep: Class 32 contains 5972 members 
Mstep: Class 33 contains 6160 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1556 members 
Mstep: Class 37 contains 59827 members 
Mstep: Class 38 contains 1246 members 
Mstep: Class 39 contains 109047 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18773 members 
Mstep: Class 44 contains 121569 members 
Mstep: Class 45 contains 34310 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 48813 members 
Mstep: Class 49 contains 13455 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 991 members 
Mstep: Class 52 contains 4603 members 
Mstep: Class 53 contains 58699 members 
Mstep: Class 54 contains 106504 members 
Mstep: Class 55 contains 29742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194703904.000000 Penalty: 128338.117188
Iteration 300F: 56 clusters Score -1.947039e+08 nChanged 12647
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 197072 members 
Mstep: Class 3 contains 83980 members 
Mstep: Class 4 contains 10882 members 
Mstep: Class 5 contains 9306 members 
Mstep: Class 6 contains 36638 members 
Mstep: Class 7 contains 87114 members 
Mstep: Class 8 contains 14681 members 
Mstep: Class 9 contains 37218 members 
Mstep: Class 10 contains 9160 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8885 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19200 members 
Mstep: Class 16 contains 68352 members 
Mstep: Class 17 contains 117965 members 
Mstep: Class 18 contains 101427 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 79164 members 
Mstep: Class 21 contains 33658 members 
Mstep: Class 22 contains 17925 members 
Mstep: Class 23 contains 10671 members 
Mstep: Class 24 contains 3667 members 
Mstep: Class 25 contains 797 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1113 members 
Mstep: Class 28 contains 95232 members 
Mstep: Class 29 contains 6091 members 
Mstep: Class 30 contains 4120 members 
Mstep: Class 31 contains 25087 members 
Mstep: Class 32 contains 5975 members 
Mstep: Class 33 contains 6091 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1557 members 
Mstep: Class 37 contains 59533 members 
Mstep: Class 38 contains 1246 members 
Mstep: Class 39 contains 109093 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18778 members 
Mstep: Class 44 contains 120889 members 
Mstep: Class 45 contains 33604 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 49442 members 
Mstep: Class 49 contains 13455 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 991 members 
Mstep: Class 52 contains 4598 members 
Mstep: Class 53 contains 59721 members 
Mstep: Class 54 contains 106314 members 
Mstep: Class 55 contains 29089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194705312.000000 Penalty: 128338.117188
Iteration 301Q: 56 clusters Score -1.947053e+08 nChanged 12609
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 197059 members 
Mstep: Class 3 contains 83866 members 
Mstep: Class 4 contains 10858 members 
Mstep: Class 5 contains 9313 members 
Mstep: Class 6 contains 36614 members 
Mstep: Class 7 contains 87010 members 
Mstep: Class 8 contains 14680 members 
Mstep: Class 9 contains 37225 members 
Mstep: Class 10 contains 9163 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8884 members 
Mstep: Class 14 contains 698 members 
Mstep: Class 15 contains 19202 members 
Mstep: Class 16 contains 68341 members 
Mstep: Class 17 contains 117646 members 
Mstep: Class 18 contains 100874 members 
Mstep: Class 19 contains 3430 members 
Mstep: Class 20 contains 81646 members 
Mstep: Class 21 contains 33654 members 
Mstep: Class 22 contains 17828 members 
Mstep: Class 23 contains 10670 members 
Mstep: Class 24 contains 3667 members 
Mstep: Class 25 contains 797 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1113 members 
Mstep: Class 28 contains 95086 members 
Mstep: Class 29 contains 6090 members 
Mstep: Class 30 contains 3985 members 
Mstep: Class 31 contains 24961 members 
Mstep: Class 32 contains 5975 members 
Mstep: Class 33 contains 6017 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1556 members 
Mstep: Class 37 contains 59254 members 
Mstep: Class 38 contains 1246 members 
Mstep: Class 39 contains 109470 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18786 members 
Mstep: Class 44 contains 120110 members 
Mstep: Class 45 contains 32950 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 49981 members 
Mstep: Class 49 contains 13455 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 991 members 
Mstep: Class 52 contains 4594 members 
Mstep: Class 53 contains 60791 members 
Mstep: Class 54 contains 106076 members 
Mstep: Class 55 contains 28322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194706960.000000 Penalty: 128338.117188
Iteration 302Q: 56 clusters Score -1.94707e+08 nChanged 12508
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 197040 members 
Mstep: Class 3 contains 83750 members 
Mstep: Class 4 contains 10823 members 
Mstep: Class 5 contains 9331 members 
Mstep: Class 6 contains 36583 members 
Mstep: Class 7 contains 86885 members 
Mstep: Class 8 contains 14680 members 
Mstep: Class 9 contains 37229 members 
Mstep: Class 10 contains 9161 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8884 members 
Mstep: Class 14 contains 699 members 
Mstep: Class 15 contains 19199 members 
Mstep: Class 16 contains 68322 members 
Mstep: Class 17 contains 117367 members 
Mstep: Class 18 contains 100284 members 
Mstep: Class 19 contains 3430 members 
Mstep: Class 20 contains 84072 members 
Mstep: Class 21 contains 33649 members 
Mstep: Class 22 contains 17614 members 
Mstep: Class 23 contains 10662 members 
Mstep: Class 24 contains 3667 members 
Mstep: Class 25 contains 797 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1113 members 
Mstep: Class 28 contains 94880 members 
Mstep: Class 29 contains 6090 members 
Mstep: Class 30 contains 3801 members 
Mstep: Class 31 contains 24816 members 
Mstep: Class 32 contains 5977 members 
Mstep: Class 33 contains 5927 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1555 members 
Mstep: Class 37 contains 59030 members 
Mstep: Class 38 contains 1246 members 
Mstep: Class 39 contains 110089 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18792 members 
Mstep: Class 44 contains 119510 members 
Mstep: Class 45 contains 32299 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 50491 members 
Mstep: Class 49 contains 13455 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 991 members 
Mstep: Class 52 contains 4589 members 
Mstep: Class 53 contains 61824 members 
Mstep: Class 54 contains 105809 members 
Mstep: Class 55 contains 27547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194708544.000000 Penalty: 128338.117188
Iteration 303Q: 56 clusters Score -1.947085e+08 nChanged 11449
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 197014 members 
Mstep: Class 3 contains 83646 members 
Mstep: Class 4 contains 10800 members 
Mstep: Class 5 contains 9349 members 
Mstep: Class 6 contains 36554 members 
Mstep: Class 7 contains 86744 members 
Mstep: Class 8 contains 14677 members 
Mstep: Class 9 contains 37225 members 
Mstep: Class 10 contains 9160 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8884 members 
Mstep: Class 14 contains 699 members 
Mstep: Class 15 contains 19197 members 
Mstep: Class 16 contains 68312 members 
Mstep: Class 17 contains 117034 members 
Mstep: Class 18 contains 99649 members 
Mstep: Class 19 contains 3429 members 
Mstep: Class 20 contains 86355 members 
Mstep: Class 21 contains 33639 members 
Mstep: Class 22 contains 17322 members 
Mstep: Class 23 contains 10656 members 
Mstep: Class 24 contains 3667 members 
Mstep: Class 25 contains 797 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1113 members 
Mstep: Class 28 contains 94653 members 
Mstep: Class 29 contains 6091 members 
Mstep: Class 30 contains 3602 members 
Mstep: Class 31 contains 24676 members 
Mstep: Class 32 contains 5980 members 
Mstep: Class 33 contains 5831 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1554 members 
Mstep: Class 37 contains 58814 members 
Mstep: Class 38 contains 1246 members 
Mstep: Class 39 contains 110691 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18787 members 
Mstep: Class 44 contains 119479 members 
Mstep: Class 45 contains 31640 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 50777 members 
Mstep: Class 49 contains 13455 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 991 members 
Mstep: Class 52 contains 4586 members 
Mstep: Class 53 contains 62845 members 
Mstep: Class 54 contains 105629 members 
Mstep: Class 55 contains 26732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194710288.000000 Penalty: 128338.117188
Iteration 304Q: 56 clusters Score -1.947103e+08 nChanged 10921
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 196992 members 
Mstep: Class 3 contains 83550 members 
Mstep: Class 4 contains 10756 members 
Mstep: Class 5 contains 9394 members 
Mstep: Class 6 contains 36525 members 
Mstep: Class 7 contains 86595 members 
Mstep: Class 8 contains 14677 members 
Mstep: Class 9 contains 37216 members 
Mstep: Class 10 contains 9161 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8884 members 
Mstep: Class 14 contains 699 members 
Mstep: Class 15 contains 19192 members 
Mstep: Class 16 contains 68310 members 
Mstep: Class 17 contains 116652 members 
Mstep: Class 18 contains 98942 members 
Mstep: Class 19 contains 3429 members 
Mstep: Class 20 contains 88778 members 
Mstep: Class 21 contains 33633 members 
Mstep: Class 22 contains 17058 members 
Mstep: Class 23 contains 10652 members 
Mstep: Class 24 contains 3666 members 
Mstep: Class 25 contains 797 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1113 members 
Mstep: Class 28 contains 94391 members 
Mstep: Class 29 contains 6091 members 
Mstep: Class 30 contains 3384 members 
Mstep: Class 31 contains 24569 members 
Mstep: Class 32 contains 5983 members 
Mstep: Class 33 contains 5740 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1554 members 
Mstep: Class 37 contains 58598 members 
Mstep: Class 38 contains 1246 members 
Mstep: Class 39 contains 111181 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18786 members 
Mstep: Class 44 contains 119839 members 
Mstep: Class 45 contains 30919 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 50755 members 
Mstep: Class 49 contains 13455 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 991 members 
Mstep: Class 52 contains 4586 members 
Mstep: Class 53 contains 63816 members 
Mstep: Class 54 contains 105465 members 
Mstep: Class 55 contains 25974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194710752.000000 Penalty: 128338.117188
Iteration 305Q: 56 clusters Score -1.947108e+08 nChanged 10656
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 196965 members 
Mstep: Class 3 contains 83490 members 
Mstep: Class 4 contains 10710 members 
Mstep: Class 5 contains 9432 members 
Mstep: Class 6 contains 36503 members 
Mstep: Class 7 contains 86453 members 
Mstep: Class 8 contains 14673 members 
Mstep: Class 9 contains 37211 members 
Mstep: Class 10 contains 9157 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8884 members 
Mstep: Class 14 contains 699 members 
Mstep: Class 15 contains 19191 members 
Mstep: Class 16 contains 68299 members 
Mstep: Class 17 contains 116215 members 
Mstep: Class 18 contains 98286 members 
Mstep: Class 19 contains 3429 members 
Mstep: Class 20 contains 91135 members 
Mstep: Class 21 contains 33631 members 
Mstep: Class 22 contains 16882 members 
Mstep: Class 23 contains 10649 members 
Mstep: Class 24 contains 3665 members 
Mstep: Class 25 contains 797 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1113 members 
Mstep: Class 28 contains 94087 members 
Mstep: Class 29 contains 6092 members 
Mstep: Class 30 contains 3166 members 
Mstep: Class 31 contains 24454 members 
Mstep: Class 32 contains 5984 members 
Mstep: Class 33 contains 5659 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1553 members 
Mstep: Class 37 contains 58399 members 
Mstep: Class 38 contains 1246 members 
Mstep: Class 39 contains 111722 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18785 members 
Mstep: Class 44 contains 120532 members 
Mstep: Class 45 contains 30151 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 50671 members 
Mstep: Class 49 contains 13455 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 992 members 
Mstep: Class 52 contains 4585 members 
Mstep: Class 53 contains 64534 members 
Mstep: Class 54 contains 105254 members 
Mstep: Class 55 contains 25203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194711808.000000 Penalty: 128338.117188
Iteration 306Q: 56 clusters Score -1.947118e+08 nChanged 10533
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 196946 members 
Mstep: Class 3 contains 83432 members 
Mstep: Class 4 contains 10685 members 
Mstep: Class 5 contains 9477 members 
Mstep: Class 6 contains 36468 members 
Mstep: Class 7 contains 86235 members 
Mstep: Class 8 contains 14671 members 
Mstep: Class 9 contains 37206 members 
Mstep: Class 10 contains 9154 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8884 members 
Mstep: Class 14 contains 699 members 
Mstep: Class 15 contains 19192 members 
Mstep: Class 16 contains 68286 members 
Mstep: Class 17 contains 115781 members 
Mstep: Class 18 contains 97640 members 
Mstep: Class 19 contains 3430 members 
Mstep: Class 20 contains 93544 members 
Mstep: Class 21 contains 33628 members 
Mstep: Class 22 contains 16800 members 
Mstep: Class 23 contains 10641 members 
Mstep: Class 24 contains 3664 members 
Mstep: Class 25 contains 797 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1113 members 
Mstep: Class 28 contains 93735 members 
Mstep: Class 29 contains 6092 members 
Mstep: Class 30 contains 2926 members 
Mstep: Class 31 contains 24324 members 
Mstep: Class 32 contains 5984 members 
Mstep: Class 33 contains 5587 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1553 members 
Mstep: Class 37 contains 58270 members 
Mstep: Class 38 contains 1246 members 
Mstep: Class 39 contains 112085 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18783 members 
Mstep: Class 44 contains 121543 members 
Mstep: Class 45 contains 29349 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 50444 members 
Mstep: Class 49 contains 13456 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 992 members 
Mstep: Class 52 contains 4582 members 
Mstep: Class 53 contains 65162 members 
Mstep: Class 54 contains 105057 members 
Mstep: Class 55 contains 24451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194712272.000000 Penalty: 128338.117188
Iteration 307Q: 56 clusters Score -1.947123e+08 nChanged 10589
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 196934 members 
Mstep: Class 3 contains 83382 members 
Mstep: Class 4 contains 10646 members 
Mstep: Class 5 contains 9533 members 
Mstep: Class 6 contains 36431 members 
Mstep: Class 7 contains 86091 members 
Mstep: Class 8 contains 14670 members 
Mstep: Class 9 contains 37196 members 
Mstep: Class 10 contains 9156 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8885 members 
Mstep: Class 14 contains 699 members 
Mstep: Class 15 contains 19191 members 
Mstep: Class 16 contains 68269 members 
Mstep: Class 17 contains 115204 members 
Mstep: Class 18 contains 96849 members 
Mstep: Class 19 contains 3430 members 
Mstep: Class 20 contains 96095 members 
Mstep: Class 21 contains 33627 members 
Mstep: Class 22 contains 16803 members 
Mstep: Class 23 contains 10632 members 
Mstep: Class 24 contains 3664 members 
Mstep: Class 25 contains 797 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1113 members 
Mstep: Class 28 contains 93368 members 
Mstep: Class 29 contains 6091 members 
Mstep: Class 30 contains 2676 members 
Mstep: Class 31 contains 24212 members 
Mstep: Class 32 contains 5986 members 
Mstep: Class 33 contains 5509 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1551 members 
Mstep: Class 37 contains 58111 members 
Mstep: Class 38 contains 1246 members 
Mstep: Class 39 contains 112303 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18794 members 
Mstep: Class 44 contains 122858 members 
Mstep: Class 45 contains 28534 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 50040 members 
Mstep: Class 49 contains 13457 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 992 members 
Mstep: Class 52 contains 4576 members 
Mstep: Class 53 contains 65693 members 
Mstep: Class 54 contains 104978 members 
Mstep: Class 55 contains 23721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194712528.000000 Penalty: 128338.117188
Iteration 308Q: 56 clusters Score -1.947125e+08 nChanged 10892
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 196932 members 
Mstep: Class 3 contains 83303 members 
Mstep: Class 4 contains 10590 members 
Mstep: Class 5 contains 9599 members 
Mstep: Class 6 contains 36398 members 
Mstep: Class 7 contains 86010 members 
Mstep: Class 8 contains 14669 members 
Mstep: Class 9 contains 37195 members 
Mstep: Class 10 contains 9153 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8886 members 
Mstep: Class 14 contains 699 members 
Mstep: Class 15 contains 19188 members 
Mstep: Class 16 contains 68263 members 
Mstep: Class 17 contains 114633 members 
Mstep: Class 18 contains 95986 members 
Mstep: Class 19 contains 3428 members 
Mstep: Class 20 contains 99004 members 
Mstep: Class 21 contains 33631 members 
Mstep: Class 22 contains 16885 members 
Mstep: Class 23 contains 10624 members 
Mstep: Class 24 contains 3663 members 
Mstep: Class 25 contains 797 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1113 members 
Mstep: Class 28 contains 93002 members 
Mstep: Class 29 contains 6090 members 
Mstep: Class 30 contains 2426 members 
Mstep: Class 31 contains 24098 members 
Mstep: Class 32 contains 5985 members 
Mstep: Class 33 contains 5405 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1549 members 
Mstep: Class 37 contains 57939 members 
Mstep: Class 38 contains 1246 members 
Mstep: Class 39 contains 112338 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18782 members 
Mstep: Class 44 contains 124143 members 
Mstep: Class 45 contains 27767 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 49415 members 
Mstep: Class 49 contains 13461 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 992 members 
Mstep: Class 52 contains 4576 members 
Mstep: Class 53 contains 66191 members 
Mstep: Class 54 contains 104925 members 
Mstep: Class 55 contains 23019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194713216.000000 Penalty: 128338.117188
Iteration 309Q: 56 clusters Score -1.947132e+08 nChanged 11540
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 196939 members 
Mstep: Class 3 contains 83232 members 
Mstep: Class 4 contains 10551 members 
Mstep: Class 5 contains 9666 members 
Mstep: Class 6 contains 36348 members 
Mstep: Class 7 contains 85947 members 
Mstep: Class 8 contains 14666 members 
Mstep: Class 9 contains 37187 members 
Mstep: Class 10 contains 9153 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8884 members 
Mstep: Class 14 contains 699 members 
Mstep: Class 15 contains 19190 members 
Mstep: Class 16 contains 68256 members 
Mstep: Class 17 contains 114142 members 
Mstep: Class 18 contains 95141 members 
Mstep: Class 19 contains 3426 members 
Mstep: Class 20 contains 102117 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 16929 members 
Mstep: Class 23 contains 10625 members 
Mstep: Class 24 contains 3662 members 
Mstep: Class 25 contains 797 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1113 members 
Mstep: Class 28 contains 92569 members 
Mstep: Class 29 contains 6089 members 
Mstep: Class 30 contains 2216 members 
Mstep: Class 31 contains 24008 members 
Mstep: Class 32 contains 5986 members 
Mstep: Class 33 contains 5312 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1550 members 
Mstep: Class 37 contains 57761 members 
Mstep: Class 38 contains 1246 members 
Mstep: Class 39 contains 112155 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18786 members 
Mstep: Class 44 contains 125622 members 
Mstep: Class 45 contains 27080 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 48619 members 
Mstep: Class 49 contains 13461 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 992 members 
Mstep: Class 52 contains 4573 members 
Mstep: Class 53 contains 66658 members 
Mstep: Class 54 contains 104683 members 
Mstep: Class 55 contains 22334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 30. Lose 2314.888428 but Gain 2333.421875
Score: -194713024.000000 Penalty: 126004.695312
Iteration 310Q: 55 clusters Score -1.94713e+08 nChanged 13928
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 196947 members 
Mstep: Class 3 contains 83226 members 
Mstep: Class 4 contains 10526 members 
Mstep: Class 5 contains 9716 members 
Mstep: Class 6 contains 36311 members 
Mstep: Class 7 contains 85880 members 
Mstep: Class 8 contains 14667 members 
Mstep: Class 9 contains 37178 members 
Mstep: Class 10 contains 9151 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8883 members 
Mstep: Class 14 contains 699 members 
Mstep: Class 15 contains 19188 members 
Mstep: Class 16 contains 68248 members 
Mstep: Class 17 contains 113737 members 
Mstep: Class 18 contains 94847 members 
Mstep: Class 19 contains 3423 members 
Mstep: Class 20 contains 105358 members 
Mstep: Class 21 contains 33632 members 
Mstep: Class 22 contains 16955 members 
Mstep: Class 23 contains 10624 members 
Mstep: Class 24 contains 3662 members 
Mstep: Class 25 contains 797 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1113 members 
Mstep: Class 28 contains 92086 members 
Mstep: Class 29 contains 6089 members 
Mstep: Class 31 contains 23915 members 
Mstep: Class 32 contains 5986 members 
Mstep: Class 33 contains 5209 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1549 members 
Mstep: Class 37 contains 57572 members 
Mstep: Class 38 contains 1246 members 
Mstep: Class 39 contains 111759 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18780 members 
Mstep: Class 44 contains 127359 members 
Mstep: Class 45 contains 26453 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 47687 members 
Mstep: Class 49 contains 13462 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 992 members 
Mstep: Class 52 contains 4572 members 
Mstep: Class 53 contains 68605 members 
Mstep: Class 54 contains 104267 members 
Mstep: Class 55 contains 21652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715376.000000 Penalty: 126004.695312
Iteration 311Q: 55 clusters Score -1.947154e+08 nChanged 12739
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 196925 members 
Mstep: Class 3 contains 83150 members 
Mstep: Class 4 contains 10482 members 
Mstep: Class 5 contains 9732 members 
Mstep: Class 6 contains 36262 members 
Mstep: Class 7 contains 85764 members 
Mstep: Class 8 contains 14667 members 
Mstep: Class 9 contains 37174 members 
Mstep: Class 10 contains 9150 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8882 members 
Mstep: Class 14 contains 699 members 
Mstep: Class 15 contains 19186 members 
Mstep: Class 16 contains 68244 members 
Mstep: Class 17 contains 113249 members 
Mstep: Class 18 contains 93501 members 
Mstep: Class 19 contains 3420 members 
Mstep: Class 20 contains 108628 members 
Mstep: Class 21 contains 33634 members 
Mstep: Class 22 contains 16952 members 
Mstep: Class 23 contains 10618 members 
Mstep: Class 24 contains 3662 members 
Mstep: Class 25 contains 797 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1113 members 
Mstep: Class 28 contains 91623 members 
Mstep: Class 29 contains 6088 members 
Mstep: Class 31 contains 23830 members 
Mstep: Class 32 contains 5986 members 
Mstep: Class 33 contains 5097 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1548 members 
Mstep: Class 37 contains 57367 members 
Mstep: Class 38 contains 1246 members 
Mstep: Class 39 contains 111209 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18783 members 
Mstep: Class 44 contains 129137 members 
Mstep: Class 45 contains 25920 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 46622 members 
Mstep: Class 49 contains 13462 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 992 members 
Mstep: Class 52 contains 4571 members 
Mstep: Class 53 contains 69820 members 
Mstep: Class 54 contains 103824 members 
Mstep: Class 55 contains 21000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194714048.000000 Penalty: 126004.695312
Iteration 312Q: 55 clusters Score -1.94714e+08 nChanged 13272
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 196924 members 
Mstep: Class 3 contains 83078 members 
Mstep: Class 4 contains 10439 members 
Mstep: Class 5 contains 9732 members 
Mstep: Class 6 contains 36215 members 
Mstep: Class 7 contains 85633 members 
Mstep: Class 8 contains 14664 members 
Mstep: Class 9 contains 37169 members 
Mstep: Class 10 contains 9143 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8883 members 
Mstep: Class 14 contains 699 members 
Mstep: Class 15 contains 19186 members 
Mstep: Class 16 contains 68233 members 
Mstep: Class 17 contains 112780 members 
Mstep: Class 18 contains 92165 members 
Mstep: Class 19 contains 3417 members 
Mstep: Class 20 contains 112056 members 
Mstep: Class 21 contains 33629 members 
Mstep: Class 22 contains 16931 members 
Mstep: Class 23 contains 10616 members 
Mstep: Class 24 contains 3662 members 
Mstep: Class 25 contains 797 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1113 members 
Mstep: Class 28 contains 91170 members 
Mstep: Class 29 contains 6087 members 
Mstep: Class 31 contains 23776 members 
Mstep: Class 32 contains 5985 members 
Mstep: Class 33 contains 5006 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1546 members 
Mstep: Class 37 contains 57138 members 
Mstep: Class 38 contains 1246 members 
Mstep: Class 39 contains 110521 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18789 members 
Mstep: Class 44 contains 130950 members 
Mstep: Class 45 contains 25491 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 45618 members 
Mstep: Class 49 contains 13462 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 992 members 
Mstep: Class 52 contains 4573 members 
Mstep: Class 53 contains 71016 members 
Mstep: Class 54 contains 103173 members 
Mstep: Class 55 contains 20331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194713888.000000 Penalty: 126004.695312
Iteration 313Q: 55 clusters Score -1.947139e+08 nChanged 11706
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 196920 members 
Mstep: Class 3 contains 83005 members 
Mstep: Class 4 contains 10399 members 
Mstep: Class 5 contains 9719 members 
Mstep: Class 6 contains 36178 members 
Mstep: Class 7 contains 85532 members 
Mstep: Class 8 contains 14666 members 
Mstep: Class 9 contains 37165 members 
Mstep: Class 10 contains 9142 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8882 members 
Mstep: Class 14 contains 699 members 
Mstep: Class 15 contains 19187 members 
Mstep: Class 16 contains 68225 members 
Mstep: Class 17 contains 112498 members 
Mstep: Class 18 contains 91184 members 
Mstep: Class 19 contains 3416 members 
Mstep: Class 20 contains 114587 members 
Mstep: Class 21 contains 33629 members 
Mstep: Class 22 contains 16925 members 
Mstep: Class 23 contains 10608 members 
Mstep: Class 24 contains 3662 members 
Mstep: Class 25 contains 797 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1113 members 
Mstep: Class 28 contains 90743 members 
Mstep: Class 29 contains 6088 members 
Mstep: Class 31 contains 23703 members 
Mstep: Class 32 contains 5985 members 
Mstep: Class 33 contains 4925 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1544 members 
Mstep: Class 37 contains 56905 members 
Mstep: Class 38 contains 1246 members 
Mstep: Class 39 contains 110280 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18793 members 
Mstep: Class 44 contains 132263 members 
Mstep: Class 45 contains 25175 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 45072 members 
Mstep: Class 49 contains 13462 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 992 members 
Mstep: Class 52 contains 4579 members 
Mstep: Class 53 contains 72013 members 
Mstep: Class 54 contains 102407 members 
Mstep: Class 55 contains 19740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194713584.000000 Penalty: 126004.695312
Iteration 314Q: 55 clusters Score -1.947136e+08 nChanged 11226
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 196926 members 
Mstep: Class 3 contains 82928 members 
Mstep: Class 4 contains 10356 members 
Mstep: Class 5 contains 9717 members 
Mstep: Class 6 contains 36146 members 
Mstep: Class 7 contains 85416 members 
Mstep: Class 8 contains 14664 members 
Mstep: Class 9 contains 37155 members 
Mstep: Class 10 contains 9138 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8882 members 
Mstep: Class 14 contains 699 members 
Mstep: Class 15 contains 19185 members 
Mstep: Class 16 contains 68219 members 
Mstep: Class 17 contains 112311 members 
Mstep: Class 18 contains 90276 members 
Mstep: Class 19 contains 3415 members 
Mstep: Class 20 contains 116910 members 
Mstep: Class 21 contains 33630 members 
Mstep: Class 22 contains 16924 members 
Mstep: Class 23 contains 10601 members 
Mstep: Class 24 contains 3662 members 
Mstep: Class 25 contains 797 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1113 members 
Mstep: Class 28 contains 90331 members 
Mstep: Class 29 contains 6088 members 
Mstep: Class 31 contains 23627 members 
Mstep: Class 32 contains 5986 members 
Mstep: Class 33 contains 4870 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1543 members 
Mstep: Class 37 contains 56670 members 
Mstep: Class 38 contains 1246 members 
Mstep: Class 39 contains 110280 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18795 members 
Mstep: Class 44 contains 133011 members 
Mstep: Class 45 contains 24980 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 44711 members 
Mstep: Class 49 contains 13462 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 992 members 
Mstep: Class 52 contains 4583 members 
Mstep: Class 53 contains 73012 members 
Mstep: Class 54 contains 101592 members 
Mstep: Class 55 contains 19206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194712656.000000 Penalty: 126004.695312
Iteration 315Q: 55 clusters Score -1.947127e+08 nChanged 10815
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 196928 members 
Mstep: Class 3 contains 82851 members 
Mstep: Class 4 contains 10320 members 
Mstep: Class 5 contains 9714 members 
Mstep: Class 6 contains 36097 members 
Mstep: Class 7 contains 85311 members 
Mstep: Class 8 contains 14661 members 
Mstep: Class 9 contains 37148 members 
Mstep: Class 10 contains 9139 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8882 members 
Mstep: Class 14 contains 699 members 
Mstep: Class 15 contains 19186 members 
Mstep: Class 16 contains 68216 members 
Mstep: Class 17 contains 112225 members 
Mstep: Class 18 contains 89523 members 
Mstep: Class 19 contains 3413 members 
Mstep: Class 20 contains 119065 members 
Mstep: Class 21 contains 33624 members 
Mstep: Class 22 contains 16951 members 
Mstep: Class 23 contains 10594 members 
Mstep: Class 24 contains 3662 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1113 members 
Mstep: Class 28 contains 89936 members 
Mstep: Class 29 contains 6089 members 
Mstep: Class 31 contains 23560 members 
Mstep: Class 32 contains 5987 members 
Mstep: Class 33 contains 4828 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1544 members 
Mstep: Class 37 contains 56424 members 
Mstep: Class 38 contains 1246 members 
Mstep: Class 39 contains 110390 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18796 members 
Mstep: Class 44 contains 133372 members 
Mstep: Class 45 contains 24810 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 44444 members 
Mstep: Class 49 contains 13462 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 992 members 
Mstep: Class 52 contains 4580 members 
Mstep: Class 53 contains 73991 members 
Mstep: Class 54 contains 100754 members 
Mstep: Class 55 contains 18736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194712096.000000 Penalty: 126004.695312
Iteration 316Q: 55 clusters Score -1.947121e+08 nChanged 10484
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 196921 members 
Mstep: Class 3 contains 82786 members 
Mstep: Class 4 contains 10273 members 
Mstep: Class 5 contains 9712 members 
Mstep: Class 6 contains 36069 members 
Mstep: Class 7 contains 85209 members 
Mstep: Class 8 contains 14657 members 
Mstep: Class 9 contains 37141 members 
Mstep: Class 10 contains 9135 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8882 members 
Mstep: Class 14 contains 699 members 
Mstep: Class 15 contains 19185 members 
Mstep: Class 16 contains 68208 members 
Mstep: Class 17 contains 112257 members 
Mstep: Class 18 contains 88633 members 
Mstep: Class 19 contains 3414 members 
Mstep: Class 20 contains 120987 members 
Mstep: Class 21 contains 33624 members 
Mstep: Class 22 contains 16989 members 
Mstep: Class 23 contains 10588 members 
Mstep: Class 24 contains 3662 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1113 members 
Mstep: Class 28 contains 89577 members 
Mstep: Class 29 contains 6089 members 
Mstep: Class 31 contains 23492 members 
Mstep: Class 32 contains 5986 members 
Mstep: Class 33 contains 4807 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1544 members 
Mstep: Class 37 contains 56170 members 
Mstep: Class 38 contains 1246 members 
Mstep: Class 39 contains 110610 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18813 members 
Mstep: Class 44 contains 133482 members 
Mstep: Class 45 contains 24638 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 44290 members 
Mstep: Class 49 contains 13463 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 992 members 
Mstep: Class 52 contains 4577 members 
Mstep: Class 53 contains 74985 members 
Mstep: Class 54 contains 100033 members 
Mstep: Class 55 contains 18320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194712080.000000 Penalty: 126004.695312
Iteration 317Q: 55 clusters Score -1.947121e+08 nChanged 9932
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 196920 members 
Mstep: Class 3 contains 82707 members 
Mstep: Class 4 contains 10245 members 
Mstep: Class 5 contains 9718 members 
Mstep: Class 6 contains 36042 members 
Mstep: Class 7 contains 85117 members 
Mstep: Class 8 contains 14651 members 
Mstep: Class 9 contains 37134 members 
Mstep: Class 10 contains 9133 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8882 members 
Mstep: Class 14 contains 699 members 
Mstep: Class 15 contains 19182 members 
Mstep: Class 16 contains 68205 members 
Mstep: Class 17 contains 112286 members 
Mstep: Class 18 contains 87816 members 
Mstep: Class 19 contains 3413 members 
Mstep: Class 20 contains 122645 members 
Mstep: Class 21 contains 33623 members 
Mstep: Class 22 contains 17038 members 
Mstep: Class 23 contains 10579 members 
Mstep: Class 24 contains 3662 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1113 members 
Mstep: Class 28 contains 89292 members 
Mstep: Class 29 contains 6089 members 
Mstep: Class 31 contains 23424 members 
Mstep: Class 32 contains 5986 members 
Mstep: Class 33 contains 4790 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1543 members 
Mstep: Class 37 contains 55874 members 
Mstep: Class 38 contains 1246 members 
Mstep: Class 39 contains 110802 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18832 members 
Mstep: Class 44 contains 133616 members 
Mstep: Class 45 contains 24459 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 44156 members 
Mstep: Class 49 contains 13465 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 992 members 
Mstep: Class 52 contains 4572 members 
Mstep: Class 53 contains 76088 members 
Mstep: Class 54 contains 99261 members 
Mstep: Class 55 contains 17961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194711040.000000 Penalty: 126004.695312
Iteration 318Q: 55 clusters Score -1.94711e+08 nChanged 9476
Entering ConstructFrom: 
Score: -194711040.000000 Penalty: 126004.695312
Entering ConstructFrom: 
Trying to split cluster 1 (14738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Entering Unmasked Estep 
Score: -1709537.625000 Penalty: 1559.704956
	Iteration 0F: 2 clusters Score -1709538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1699274.250000 Penalty: 3119.409912
	Iteration 0F: 3 clusters Score -1699274 nChanged 6472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1702754.375000 Penalty: 3119.409912
	Iteration 1F: 3 clusters Score -1702754 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1703004.000000 Penalty: 3119.409912
	Iteration 2F: 3 clusters Score -1703004 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1703223.375000 Penalty: 3119.409912
	Iteration 3Q: 3 clusters Score -1703223 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1703434.625000 Penalty: 3119.409912
	Iteration 4Q: 3 clusters Score -1703435 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1703682.875000 Penalty: 3119.409912
	Iteration 5Q: 3 clusters Score -1703683 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1704023.250000 Penalty: 3119.409912
	Iteration 6Q: 3 clusters Score -1704023 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1704462.750000 Penalty: 3119.409912
	Iteration 7F: 3 clusters Score -1704463 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1705089.125000 Penalty: 3119.409912
	Iteration 8F: 3 clusters Score -1705089 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1705898.625000 Penalty: 3119.409912
	Iteration 9F: 3 clusters Score -1705899 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -1706749.875000 Penalty: 3119.409912
	Iteration 10F: 3 clusters Score -1706750 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -1707416.500000 Penalty: 3119.409912
	Iteration 11Q: 3 clusters Score -1707416 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -1707787.750000 Penalty: 3119.409912
	Iteration 12Q: 3 clusters Score -1707788 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -1707931.500000 Penalty: 3119.409912
	Iteration 13Q: 3 clusters Score -1707932 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -1708033.125000 Penalty: 3119.409912
	Iteration 14Q: 3 clusters Score -1708033 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -1708101.000000 Penalty: 3119.409912
	Iteration 15Q: 3 clusters Score -1708101 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -1708132.875000 Penalty: 3119.409912
	Iteration 16Q: 3 clusters Score -1708133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -1708143.750000 Penalty: 3119.409912
	Iteration 17Q: 3 clusters Score -1708144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -1708155.375000 Penalty: 3119.409912
	Iteration 18Q: 3 clusters Score -1708155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -1708162.500000 Penalty: 3119.409912
	Iteration 19Q: 3 clusters Score -1708162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -1708174.375000 Penalty: 3119.409912
	Iteration 20F: 3 clusters Score -1708174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -1708180.250000 Penalty: 3119.409912
	Iteration 21Q: 3 clusters Score -1708180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -1708184.375000 Penalty: 3119.409912
	Iteration 22Q: 3 clusters Score -1708184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -1708183.500000 Penalty: 3119.409912
	Iteration 23Q: 3 clusters Score -1708184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -1708188.125000 Penalty: 3119.409912
	Iteration 24Q: 3 clusters Score -1708188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -1708189.125000 Penalty: 3119.409912
	Iteration 25Q: 3 clusters Score -1708189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -1708189.875000 Penalty: 3119.409912
	Iteration 26Q: 3 clusters Score -1708190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -1708189.875000 Penalty: 3119.409912
	Iteration 27F: 3 clusters Score -1708190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (196914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196914 members 
Entering Unmasked Estep 
Score: -22563796.000000 Penalty: 1980.959839
	Iteration 0F: 2 clusters Score -2.25638e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98847 members 
Mstep: Class 2 contains 98067 members 
Entering Unmasked Estep 
Score: -22456384.000000 Penalty: 3961.919678
	Iteration 0F: 3 clusters Score -2.245638e+07 nChanged 95294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103073 members 
Mstep: Class 2 contains 93841 members 
Entering Unmasked Estep 
Score: -22513094.000000 Penalty: 3961.919678
	Iteration 1F: 3 clusters Score -2.251309e+07 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105042 members 
Mstep: Class 2 contains 91872 members 
Entering Unmasked Estep 
Score: -22514828.000000 Penalty: 3961.919678
	Iteration 2Q: 3 clusters Score -2.251483e+07 nChanged 7295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108083 members 
Mstep: Class 2 contains 88831 members 
Entering Unmasked Estep 
Score: -22517272.000000 Penalty: 3961.919678
	Iteration 3Q: 3 clusters Score -2.251727e+07 nChanged 8407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112636 members 
Mstep: Class 2 contains 84278 members 
Entering Unmasked Estep 
Score: -22520546.000000 Penalty: 3961.919678
	Iteration 4Q: 3 clusters Score -2.252055e+07 nChanged 9694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118896 members 
Mstep: Class 2 contains 78018 members 
Entering Unmasked Estep 
Score: -22525250.000000 Penalty: 3961.919678
	Iteration 5Q: 3 clusters Score -2.252525e+07 nChanged 11027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126849 members 
Mstep: Class 2 contains 70065 members 
Entering Unmasked Estep 
Score: -22531290.000000 Penalty: 3961.919678
	Iteration 6F: 3 clusters Score -2.253129e+07 nChanged 11683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135528 members 
Mstep: Class 2 contains 61386 members 
Entering Unmasked Estep 
Score: -22538262.000000 Penalty: 3961.919678
	Iteration 7F: 3 clusters Score -2.253826e+07 nChanged 11215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143165 members 
Mstep: Class 2 contains 53749 members 
Entering Unmasked Estep 
Score: -22544488.000000 Penalty: 3961.919678
	Iteration 8F: 3 clusters Score -2.254449e+07 nChanged 9795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148572 members 
Mstep: Class 2 contains 48342 members 
Entering Unmasked Estep 
Score: -22549666.000000 Penalty: 3961.919678
	Iteration 9Q: 3 clusters Score -2.254967e+07 nChanged 8080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152040 members 
Mstep: Class 2 contains 44874 members 
Entering Unmasked Estep 
Score: -22553186.000000 Penalty: 3961.919678
	Iteration 10Q: 3 clusters Score -2.255319e+07 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153984 members 
Mstep: Class 2 contains 42930 members 
Entering Unmasked Estep 
Score: -22554898.000000 Penalty: 3961.919678
	Iteration 11Q: 3 clusters Score -2.25549e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155345 members 
Mstep: Class 2 contains 41569 members 
Entering Unmasked Estep 
Score: -22555698.000000 Penalty: 3961.919678
	Iteration 12Q: 3 clusters Score -2.25557e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156471 members 
Mstep: Class 2 contains 40443 members 
Entering Unmasked Estep 
Score: -22556028.000000 Penalty: 3961.919678
	Iteration 13Q: 3 clusters Score -2.255603e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157560 members 
Mstep: Class 2 contains 39354 members 
Entering Unmasked Estep 
Score: -22556134.000000 Penalty: 3961.919678
	Iteration 14Q: 3 clusters Score -2.255613e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158657 members 
Mstep: Class 2 contains 38257 members 
Entering Unmasked Estep 
Score: -22556264.000000 Penalty: 3961.919678
	Iteration 15Q: 3 clusters Score -2.255626e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159758 members 
Mstep: Class 2 contains 37156 members 
Entering Unmasked Estep 
Score: -22556380.000000 Penalty: 3961.919678
	Iteration 16Q: 3 clusters Score -2.255638e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160772 members 
Mstep: Class 2 contains 36142 members 
Entering Unmasked Estep 
Score: -22556512.000000 Penalty: 3961.919678
	Iteration 17Q: 3 clusters Score -2.255651e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161823 members 
Mstep: Class 2 contains 35091 members 
Entering Unmasked Estep 
Score: -22556638.000000 Penalty: 3961.919678
	Iteration 18Q: 3 clusters Score -2.255664e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162867 members 
Mstep: Class 2 contains 34047 members 
Entering Unmasked Estep 
Score: -22556586.000000 Penalty: 3961.919678
	Iteration 19Q: 3 clusters Score -2.255659e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163874 members 
Mstep: Class 2 contains 33040 members 
Entering Unmasked Estep 
Score: -22556616.000000 Penalty: 3961.919678
	Iteration 20F: 3 clusters Score -2.255662e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164823 members 
Mstep: Class 2 contains 32091 members 
Entering Unmasked Estep 
Score: -22556624.000000 Penalty: 3961.919678
	Iteration 21Q: 3 clusters Score -2.255662e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165729 members 
Mstep: Class 2 contains 31185 members 
Entering Unmasked Estep 
Score: -22556636.000000 Penalty: 3961.919678
	Iteration 22Q: 3 clusters Score -2.255664e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166627 members 
Mstep: Class 2 contains 30287 members 
Entering Unmasked Estep 
Score: -22556560.000000 Penalty: 3961.919678
	Iteration 23Q: 3 clusters Score -2.255656e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167603 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -22556680.000000 Penalty: 3961.919678
	Iteration 24Q: 3 clusters Score -2.255668e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168513 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -22556798.000000 Penalty: 3961.919678
	Iteration 25Q: 3 clusters Score -2.25568e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169418 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -22556806.000000 Penalty: 3961.919678
	Iteration 26Q: 3 clusters Score -2.255681e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170329 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -22556904.000000 Penalty: 3961.919678
	Iteration 27Q: 3 clusters Score -2.25569e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171194 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -22557052.000000 Penalty: 3961.919678
	Iteration 28Q: 3 clusters Score -2.255705e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172062 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -22557028.000000 Penalty: 3961.919678
	Iteration 29Q: 3 clusters Score -2.255703e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172960 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -22557086.000000 Penalty: 3961.919678
	Iteration 30Q: 3 clusters Score -2.255709e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173825 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -22557106.000000 Penalty: 3961.919678
	Iteration 31Q: 3 clusters Score -2.255711e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174779 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -22557182.000000 Penalty: 3961.919678
	Iteration 32Q: 3 clusters Score -2.255718e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175732 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -22557286.000000 Penalty: 3961.919678
	Iteration 33Q: 3 clusters Score -2.255729e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176656 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -22557390.000000 Penalty: 3961.919678
	Iteration 34Q: 3 clusters Score -2.255739e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177532 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -22557514.000000 Penalty: 3961.919678
	Iteration 35Q: 3 clusters Score -2.255751e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178454 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -22557542.000000 Penalty: 3961.919678
	Iteration 36Q: 3 clusters Score -2.255754e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179362 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -22557712.000000 Penalty: 3961.919678
	Iteration 37Q: 3 clusters Score -2.255771e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180269 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -22557824.000000 Penalty: 3961.919678
	Iteration 38Q: 3 clusters Score -2.255782e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181200 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -22558040.000000 Penalty: 3961.919678
	Iteration 39Q: 3 clusters Score -2.255804e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182117 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -22558796.000000 Penalty: 3961.919678
	Iteration 40F: 3 clusters Score -2.25588e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183038 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -22559292.000000 Penalty: 3961.919678
	Iteration 41Q: 3 clusters Score -2.255929e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184053 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -22559786.000000 Penalty: 3961.919678
	Iteration 42Q: 3 clusters Score -2.255979e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185102 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -22560500.000000 Penalty: 3961.919678
	Iteration 43Q: 3 clusters Score -2.25605e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186161 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -22560958.000000 Penalty: 3961.919678
	Iteration 44Q: 3 clusters Score -2.256096e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187264 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -22561304.000000 Penalty: 3961.919678
	Iteration 45Q: 3 clusters Score -2.25613e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188362 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -22561538.000000 Penalty: 3961.919678
	Iteration 46Q: 3 clusters Score -2.256154e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189398 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -22561738.000000 Penalty: 3961.919678
	Iteration 47Q: 3 clusters Score -2.256174e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190313 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -22561892.000000 Penalty: 3961.919678
	Iteration 48Q: 3 clusters Score -2.256189e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191169 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -22561966.000000 Penalty: 3961.919678
	Iteration 49Q: 3 clusters Score -2.256197e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191945 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -22562120.000000 Penalty: 3961.919678
	Iteration 50Q: 3 clusters Score -2.256212e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192708 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -22561892.000000 Penalty: 3961.919678
	Iteration 51Q: 3 clusters Score -2.256189e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193432 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -22562006.000000 Penalty: 3961.919678
	Iteration 52Q: 3 clusters Score -2.256201e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194064 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -22562164.000000 Penalty: 3961.919678
	Iteration 53Q: 3 clusters Score -2.256216e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194621 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -22562094.000000 Penalty: 3961.919678
	Iteration 54Q: 3 clusters Score -2.256209e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195082 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -22562148.000000 Penalty: 3961.919678
	Iteration 55Q: 3 clusters Score -2.256215e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195480 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -22562242.000000 Penalty: 3961.919678
	Iteration 56Q: 3 clusters Score -2.256224e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195759 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -22562166.000000 Penalty: 3961.919678
	Iteration 57Q: 3 clusters Score -2.256217e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195970 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -22562112.000000 Penalty: 3961.919678
	Iteration 58Q: 3 clusters Score -2.256211e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196113 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -22562164.000000 Penalty: 3961.919678
	Iteration 59Q: 3 clusters Score -2.256216e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196213 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -22562140.000000 Penalty: 3961.919678
	Iteration 60F: 3 clusters Score -2.256214e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196296 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -22562126.000000 Penalty: 3961.919678
	Iteration 61Q: 3 clusters Score -2.256213e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196348 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -22562144.000000 Penalty: 3961.919678
	Iteration 62Q: 3 clusters Score -2.256214e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196381 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -22562174.000000 Penalty: 3961.919678
	Iteration 63Q: 3 clusters Score -2.256217e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196402 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -22562208.000000 Penalty: 3961.919678
	Iteration 64Q: 3 clusters Score -2.256221e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196424 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -22562194.000000 Penalty: 3961.919678
	Iteration 65Q: 3 clusters Score -2.256219e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196442 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -22562184.000000 Penalty: 3961.919678
	Iteration 66Q: 3 clusters Score -2.256218e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196456 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -22562180.000000 Penalty: 3961.919678
	Iteration 67Q: 3 clusters Score -2.256218e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196466 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -22562182.000000 Penalty: 3961.919678
	Iteration 68Q: 3 clusters Score -2.256218e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196477 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -22562192.000000 Penalty: 3961.919678
	Iteration 69Q: 3 clusters Score -2.256219e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196482 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -22562192.000000 Penalty: 3961.919678
	Iteration 70Q: 3 clusters Score -2.256219e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196482 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -22562194.000000 Penalty: 3961.919678
	Iteration 71Q: 3 clusters Score -2.256219e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196483 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -22562190.000000 Penalty: 3961.919678
	Iteration 72Q: 3 clusters Score -2.256219e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196484 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -22562194.000000 Penalty: 3961.919678
	Iteration 73Q: 3 clusters Score -2.256219e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196487 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -22562196.000000 Penalty: 3961.919678
	Iteration 74Q: 3 clusters Score -2.25622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196489 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -22562210.000000 Penalty: 3961.919678
	Iteration 75Q: 3 clusters Score -2.256221e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196492 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -22562196.000000 Penalty: 3961.919678
	Iteration 76Q: 3 clusters Score -2.25622e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196492 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -22562196.000000 Penalty: 3961.919678
	Iteration 77F: 3 clusters Score -2.25622e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (82664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82664 members 
Entering Unmasked Estep 
Score: -9841577.000000 Penalty: 1839.912598
	Iteration 0F: 2 clusters Score -9841577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41452 members 
Mstep: Class 2 contains 41212 members 
Entering Unmasked Estep 
Score: -9786624.000000 Penalty: 3679.825195
	Iteration 0F: 3 clusters Score -9786624 nChanged 39329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44183 members 
Mstep: Class 2 contains 38481 members 
Entering Unmasked Estep 
Score: -9809937.000000 Penalty: 3679.825195
	Iteration 1F: 3 clusters Score -9809937 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46078 members 
Mstep: Class 2 contains 36586 members 
Entering Unmasked Estep 
Score: -9811223.000000 Penalty: 3679.825195
	Iteration 2Q: 3 clusters Score -9811223 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48804 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -9813044.000000 Penalty: 3679.825195
	Iteration 3F: 3 clusters Score -9813044 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52552 members 
Mstep: Class 2 contains 30112 members 
Entering Unmasked Estep 
Score: -9815658.000000 Penalty: 3679.825195
	Iteration 4F: 3 clusters Score -9815658 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57306 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -9819247.000000 Penalty: 3679.825195
	Iteration 5F: 3 clusters Score -9819247 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62824 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -9823472.000000 Penalty: 3679.825195
	Iteration 6F: 3 clusters Score -9823472 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68473 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -9828097.000000 Penalty: 3679.825195
	Iteration 7F: 3 clusters Score -9828097 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73575 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -9832255.000000 Penalty: 3679.825195
	Iteration 8F: 3 clusters Score -9832255 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77519 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -9835627.000000 Penalty: 3679.825195
	Iteration 9Q: 3 clusters Score -9835627 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80087 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -9837832.000000 Penalty: 3679.825195
	Iteration 10Q: 3 clusters Score -9837832 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81529 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -9839068.000000 Penalty: 3679.825195
	Iteration 11Q: 3 clusters Score -9839068 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82104 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -9839569.000000 Penalty: 3679.825195
	Iteration 12Q: 3 clusters Score -9839569 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82308 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -9839750.000000 Penalty: 3679.825195
	Iteration 13Q: 3 clusters Score -9839750 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82388 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -9839841.000000 Penalty: 3679.825195
	Iteration 14Q: 3 clusters Score -9839841 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82425 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -9839903.000000 Penalty: 3679.825195
	Iteration 15Q: 3 clusters Score -9839903 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82436 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -9839939.000000 Penalty: 3679.825195
	Iteration 16Q: 3 clusters Score -9839939 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82440 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -9839953.000000 Penalty: 3679.825195
	Iteration 17Q: 3 clusters Score -9839953 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82439 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -9839959.000000 Penalty: 3679.825195
	Iteration 18Q: 3 clusters Score -9839959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82443 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -9839969.000000 Penalty: 3679.825195
	Iteration 19Q: 3 clusters Score -9839969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82443 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -9839976.000000 Penalty: 3679.825195
	Iteration 20F: 3 clusters Score -9839976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82446 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -9839976.000000 Penalty: 3679.825195
	Iteration 21Q: 3 clusters Score -9839976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82446 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -9839979.000000 Penalty: 3679.825195
	Iteration 22Q: 3 clusters Score -9839979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82449 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -9839983.000000 Penalty: 3679.825195
	Iteration 23Q: 3 clusters Score -9839983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82452 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -9839982.000000 Penalty: 3679.825195
	Iteration 24Q: 3 clusters Score -9839982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82451 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -9839986.000000 Penalty: 3679.825195
	Iteration 25Q: 3 clusters Score -9839986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82449 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -9839987.000000 Penalty: 3679.825195
	Iteration 26Q: 3 clusters Score -9839987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82449 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -9839993.000000 Penalty: 3679.825195
	Iteration 27Q: 3 clusters Score -9839993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82450 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -9839994.000000 Penalty: 3679.825195
	Iteration 28Q: 3 clusters Score -9839994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82450 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -9839994.000000 Penalty: 3679.825195
	Iteration 29F: 3 clusters Score -9839994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Entering Unmasked Estep 
Score: -1185265.375000 Penalty: 1500.311890
	Iteration 0F: 2 clusters Score -1185265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1177962.625000 Penalty: 3000.623779
	Iteration 0F: 3 clusters Score -1177963 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1180344.875000 Penalty: 3000.623779
	Iteration 1F: 3 clusters Score -1180345 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1180550.250000 Penalty: 3000.623779
	Iteration 2F: 3 clusters Score -1180550 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1180691.125000 Penalty: 3000.623779
	Iteration 3Q: 3 clusters Score -1180691 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1180815.500000 Penalty: 3000.623779
	Iteration 4Q: 3 clusters Score -1180816 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1180905.375000 Penalty: 3000.623779
	Iteration 5Q: 3 clusters Score -1180905 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1180987.625000 Penalty: 3000.623779
	Iteration 6Q: 3 clusters Score -1180988 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1181066.500000 Penalty: 3000.623779
	Iteration 7Q: 3 clusters Score -1181066 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1181128.625000 Penalty: 3000.623779
	Iteration 8Q: 3 clusters Score -1181129 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1181199.750000 Penalty: 3000.623779
	Iteration 9Q: 3 clusters Score -1181200 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1181275.125000 Penalty: 3000.623779
	Iteration 10Q: 3 clusters Score -1181275 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1181355.000000 Penalty: 3000.623779
	Iteration 11Q: 3 clusters Score -1181355 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1181449.750000 Penalty: 3000.623779
	Iteration 12Q: 3 clusters Score -1181450 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1181555.875000 Penalty: 3000.623779
	Iteration 13Q: 3 clusters Score -1181556 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1181691.875000 Penalty: 3000.623779
	Iteration 14Q: 3 clusters Score -1181692 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1181838.375000 Penalty: 3000.623779
	Iteration 15Q: 3 clusters Score -1181838 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1182021.875000 Penalty: 3000.623779
	Iteration 16Q: 3 clusters Score -1182022 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1182225.000000 Penalty: 3000.623779
	Iteration 17Q: 3 clusters Score -1182225 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1182377.125000 Penalty: 3000.623779
	Iteration 18Q: 3 clusters Score -1182377 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1182519.125000 Penalty: 3000.623779
	Iteration 19Q: 3 clusters Score -1182519 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1182623.500000 Penalty: 3000.623779
	Iteration 20F: 3 clusters Score -1182624 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1182694.000000 Penalty: 3000.623779
	Iteration 21Q: 3 clusters Score -1182694 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1182752.250000 Penalty: 3000.623779
	Iteration 22Q: 3 clusters Score -1182752 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1182811.625000 Penalty: 3000.623779
	Iteration 23Q: 3 clusters Score -1182812 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1182867.500000 Penalty: 3000.623779
	Iteration 24Q: 3 clusters Score -1182868 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1182914.375000 Penalty: 3000.623779
	Iteration 25Q: 3 clusters Score -1182914 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1182973.125000 Penalty: 3000.623779
	Iteration 26Q: 3 clusters Score -1182973 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1183031.750000 Penalty: 3000.623779
	Iteration 27Q: 3 clusters Score -1183032 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1183084.375000 Penalty: 3000.623779
	Iteration 28Q: 3 clusters Score -1183084 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1183137.625000 Penalty: 3000.623779
	Iteration 29Q: 3 clusters Score -1183138 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1183182.375000 Penalty: 3000.623779
	Iteration 30Q: 3 clusters Score -1183182 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1183217.250000 Penalty: 3000.623779
	Iteration 31Q: 3 clusters Score -1183217 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1183251.875000 Penalty: 3000.623779
	Iteration 32Q: 3 clusters Score -1183252 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1183281.125000 Penalty: 3000.623779
	Iteration 33Q: 3 clusters Score -1183281 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1183316.750000 Penalty: 3000.623779
	Iteration 34Q: 3 clusters Score -1183317 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1183358.250000 Penalty: 3000.623779
	Iteration 35Q: 3 clusters Score -1183358 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1183386.000000 Penalty: 3000.623779
	Iteration 36Q: 3 clusters Score -1183386 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1183408.750000 Penalty: 3000.623779
	Iteration 37Q: 3 clusters Score -1183409 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1183421.125000 Penalty: 3000.623779
	Iteration 38Q: 3 clusters Score -1183421 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1183433.500000 Penalty: 3000.623779
	Iteration 39Q: 3 clusters Score -1183434 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1183450.500000 Penalty: 3000.623779
	Iteration 40F: 3 clusters Score -1183450 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1183463.000000 Penalty: 3000.623779
	Iteration 41Q: 3 clusters Score -1183463 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1183481.625000 Penalty: 3000.623779
	Iteration 42Q: 3 clusters Score -1183482 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1183497.750000 Penalty: 3000.623779
	Iteration 43Q: 3 clusters Score -1183498 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1183510.875000 Penalty: 3000.623779
	Iteration 44Q: 3 clusters Score -1183511 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1183519.875000 Penalty: 3000.623779
	Iteration 45Q: 3 clusters Score -1183520 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1183523.375000 Penalty: 3000.623779
	Iteration 46Q: 3 clusters Score -1183523 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1183532.500000 Penalty: 3000.623779
	Iteration 47Q: 3 clusters Score -1183532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1183536.125000 Penalty: 3000.623779
	Iteration 48Q: 3 clusters Score -1183536 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1183539.750000 Penalty: 3000.623779
	Iteration 49Q: 3 clusters Score -1183540 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1183545.250000 Penalty: 3000.623779
	Iteration 50Q: 3 clusters Score -1183545 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1183552.625000 Penalty: 3000.623779
	Iteration 51Q: 3 clusters Score -1183553 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1183560.500000 Penalty: 3000.623779
	Iteration 52Q: 3 clusters Score -1183560 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1183562.625000 Penalty: 3000.623779
	Iteration 53Q: 3 clusters Score -1183563 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1183566.500000 Penalty: 3000.623779
	Iteration 54Q: 3 clusters Score -1183566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1183571.250000 Penalty: 3000.623779
	Iteration 55Q: 3 clusters Score -1183571 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1183571.875000 Penalty: 3000.623779
	Iteration 56Q: 3 clusters Score -1183572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1183576.875000 Penalty: 3000.623779
	Iteration 57Q: 3 clusters Score -1183577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1183577.000000 Penalty: 3000.623779
	Iteration 58Q: 3 clusters Score -1183577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1183577.000000 Penalty: 3000.623779
	Iteration 59Q: 3 clusters Score -1183577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1183579.000000 Penalty: 3000.623779
	Iteration 60F: 3 clusters Score -1183579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1183578.375000 Penalty: 3000.623779
	Iteration 61Q: 3 clusters Score -1183578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1183580.500000 Penalty: 3000.623779
	Iteration 62Q: 3 clusters Score -1183580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1183580.875000 Penalty: 3000.623779
	Iteration 63Q: 3 clusters Score -1183581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1183583.250000 Penalty: 3000.623779
	Iteration 64Q: 3 clusters Score -1183583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1183584.125000 Penalty: 3000.623779
	Iteration 65Q: 3 clusters Score -1183584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1183585.750000 Penalty: 3000.623779
	Iteration 66Q: 3 clusters Score -1183586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1183586.875000 Penalty: 3000.623779
	Iteration 67Q: 3 clusters Score -1183587 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1183591.625000 Penalty: 3000.623779
	Iteration 68Q: 3 clusters Score -1183592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1183597.000000 Penalty: 3000.623779
	Iteration 69Q: 3 clusters Score -1183597 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1183600.375000 Penalty: 3000.623779
	Iteration 70Q: 3 clusters Score -1183600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1183603.500000 Penalty: 3000.623779
	Iteration 71Q: 3 clusters Score -1183604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1183606.375000 Penalty: 3000.623779
	Iteration 72Q: 3 clusters Score -1183606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1183611.500000 Penalty: 3000.623779
	Iteration 73Q: 3 clusters Score -1183612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1183614.500000 Penalty: 3000.623779
	Iteration 74Q: 3 clusters Score -1183614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1183616.125000 Penalty: 3000.623779
	Iteration 75Q: 3 clusters Score -1183616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1183615.625000 Penalty: 3000.623779
	Iteration 76Q: 3 clusters Score -1183616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1183621.500000 Penalty: 3000.623779
	Iteration 77Q: 3 clusters Score -1183622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1183621.500000 Penalty: 3000.623779
	Iteration 78Q: 3 clusters Score -1183622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1183623.875000 Penalty: 3000.623779
	Iteration 79Q: 3 clusters Score -1183624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1183626.000000 Penalty: 3000.623779
	Iteration 80F: 3 clusters Score -1183626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1183628.000000 Penalty: 3000.623779
	Iteration 81Q: 3 clusters Score -1183628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1183629.250000 Penalty: 3000.623779
	Iteration 82Q: 3 clusters Score -1183629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1183628.375000 Penalty: 3000.623779
	Iteration 83Q: 3 clusters Score -1183628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1183630.250000 Penalty: 3000.623779
	Iteration 84Q: 3 clusters Score -1183630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1183631.375000 Penalty: 3000.623779
	Iteration 85Q: 3 clusters Score -1183631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1183630.750000 Penalty: 3000.623779
	Iteration 86Q: 3 clusters Score -1183631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1183630.750000 Penalty: 3000.623779
	Iteration 87F: 3 clusters Score -1183631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Entering Unmasked Estep 
Score: -1175586.750000 Penalty: 1492.148926
	Iteration 0F: 2 clusters Score -1175587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1168638.000000 Penalty: 2984.297852
	Iteration 0F: 3 clusters Score -1168638 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1170887.375000 Penalty: 2984.297852
	Iteration 1F: 3 clusters Score -1170887 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1171109.875000 Penalty: 2984.297852
	Iteration 2F: 3 clusters Score -1171110 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1171243.000000 Penalty: 2984.297852
	Iteration 3Q: 3 clusters Score -1171243 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1171343.750000 Penalty: 2984.297852
	Iteration 4Q: 3 clusters Score -1171344 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1171424.125000 Penalty: 2984.297852
	Iteration 5Q: 3 clusters Score -1171424 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1171486.750000 Penalty: 2984.297852
	Iteration 6Q: 3 clusters Score -1171487 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1171548.125000 Penalty: 2984.297852
	Iteration 7Q: 3 clusters Score -1171548 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1171611.500000 Penalty: 2984.297852
	Iteration 8Q: 3 clusters Score -1171612 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1171680.375000 Penalty: 2984.297852
	Iteration 9Q: 3 clusters Score -1171680 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1171771.375000 Penalty: 2984.297852
	Iteration 10Q: 3 clusters Score -1171771 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1171892.125000 Penalty: 2984.297852
	Iteration 11Q: 3 clusters Score -1171892 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1172047.000000 Penalty: 2984.297852
	Iteration 12Q: 3 clusters Score -1172047 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1172259.250000 Penalty: 2984.297852
	Iteration 13Q: 3 clusters Score -1172259 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1172527.125000 Penalty: 2984.297852
	Iteration 14Q: 3 clusters Score -1172527 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1172809.500000 Penalty: 2984.297852
	Iteration 15Q: 3 clusters Score -1172810 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1173048.875000 Penalty: 2984.297852
	Iteration 16Q: 3 clusters Score -1173049 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1173240.500000 Penalty: 2984.297852
	Iteration 17Q: 3 clusters Score -1173240 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1173391.125000 Penalty: 2984.297852
	Iteration 18Q: 3 clusters Score -1173391 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1173493.625000 Penalty: 2984.297852
	Iteration 19Q: 3 clusters Score -1173494 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1173592.125000 Penalty: 2984.297852
	Iteration 20F: 3 clusters Score -1173592 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1173689.625000 Penalty: 2984.297852
	Iteration 21Q: 3 clusters Score -1173690 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1173746.125000 Penalty: 2984.297852
	Iteration 22Q: 3 clusters Score -1173746 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1173786.500000 Penalty: 2984.297852
	Iteration 23Q: 3 clusters Score -1173786 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1173810.875000 Penalty: 2984.297852
	Iteration 24Q: 3 clusters Score -1173811 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1173828.500000 Penalty: 2984.297852
	Iteration 25Q: 3 clusters Score -1173828 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1173843.875000 Penalty: 2984.297852
	Iteration 26Q: 3 clusters Score -1173844 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1173857.625000 Penalty: 2984.297852
	Iteration 27Q: 3 clusters Score -1173858 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1173866.250000 Penalty: 2984.297852
	Iteration 28Q: 3 clusters Score -1173866 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1173879.125000 Penalty: 2984.297852
	Iteration 29Q: 3 clusters Score -1173879 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1173885.250000 Penalty: 2984.297852
	Iteration 30Q: 3 clusters Score -1173885 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1173898.125000 Penalty: 2984.297852
	Iteration 31Q: 3 clusters Score -1173898 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1173899.250000 Penalty: 2984.297852
	Iteration 32Q: 3 clusters Score -1173899 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1173905.125000 Penalty: 2984.297852
	Iteration 33Q: 3 clusters Score -1173905 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1173906.875000 Penalty: 2984.297852
	Iteration 34Q: 3 clusters Score -1173907 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1173912.625000 Penalty: 2984.297852
	Iteration 35Q: 3 clusters Score -1173913 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1173918.250000 Penalty: 2984.297852
	Iteration 36Q: 3 clusters Score -1173918 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1173927.500000 Penalty: 2984.297852
	Iteration 37Q: 3 clusters Score -1173928 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1173931.125000 Penalty: 2984.297852
	Iteration 38Q: 3 clusters Score -1173931 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1173935.875000 Penalty: 2984.297852
	Iteration 39Q: 3 clusters Score -1173936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1173937.875000 Penalty: 2984.297852
	Iteration 40F: 3 clusters Score -1173938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1173943.375000 Penalty: 2984.297852
	Iteration 41Q: 3 clusters Score -1173943 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1173947.000000 Penalty: 2984.297852
	Iteration 42Q: 3 clusters Score -1173947 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1173950.250000 Penalty: 2984.297852
	Iteration 43Q: 3 clusters Score -1173950 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1173954.875000 Penalty: 2984.297852
	Iteration 44Q: 3 clusters Score -1173955 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1173955.750000 Penalty: 2984.297852
	Iteration 45Q: 3 clusters Score -1173956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1173957.250000 Penalty: 2984.297852
	Iteration 46Q: 3 clusters Score -1173957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1173962.250000 Penalty: 2984.297852
	Iteration 47Q: 3 clusters Score -1173962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1173963.500000 Penalty: 2984.297852
	Iteration 48Q: 3 clusters Score -1173964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1173966.625000 Penalty: 2984.297852
	Iteration 49Q: 3 clusters Score -1173967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1173970.250000 Penalty: 2984.297852
	Iteration 50Q: 3 clusters Score -1173970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1173974.250000 Penalty: 2984.297852
	Iteration 51Q: 3 clusters Score -1173974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1173971.750000 Penalty: 2984.297852
	Iteration 52Q: 3 clusters Score -1173972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1173975.875000 Penalty: 2984.297852
	Iteration 53Q: 3 clusters Score -1173976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1173976.000000 Penalty: 2984.297852
	Iteration 54Q: 3 clusters Score -1173976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1173980.375000 Penalty: 2984.297852
	Iteration 55Q: 3 clusters Score -1173980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1173979.875000 Penalty: 2984.297852
	Iteration 56Q: 3 clusters Score -1173980 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1173984.125000 Penalty: 2984.297852
	Iteration 57Q: 3 clusters Score -1173984 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1173986.750000 Penalty: 2984.297852
	Iteration 58Q: 3 clusters Score -1173987 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1173993.625000 Penalty: 2984.297852
	Iteration 59Q: 3 clusters Score -1173994 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1173999.125000 Penalty: 2984.297852
	Iteration 60F: 3 clusters Score -1173999 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1174007.125000 Penalty: 2984.297852
	Iteration 61Q: 3 clusters Score -1174007 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1174007.750000 Penalty: 2984.297852
	Iteration 62Q: 3 clusters Score -1174008 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1174012.000000 Penalty: 2984.297852
	Iteration 63Q: 3 clusters Score -1174012 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1174018.500000 Penalty: 2984.297852
	Iteration 64Q: 3 clusters Score -1174018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1174022.375000 Penalty: 2984.297852
	Iteration 65Q: 3 clusters Score -1174022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1174028.375000 Penalty: 2984.297852
	Iteration 66Q: 3 clusters Score -1174028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1174032.625000 Penalty: 2984.297852
	Iteration 67Q: 3 clusters Score -1174033 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1174036.250000 Penalty: 2984.297852
	Iteration 68Q: 3 clusters Score -1174036 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1174044.875000 Penalty: 2984.297852
	Iteration 69Q: 3 clusters Score -1174045 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1174056.875000 Penalty: 2984.297852
	Iteration 70Q: 3 clusters Score -1174057 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1174060.375000 Penalty: 2984.297852
	Iteration 71Q: 3 clusters Score -1174060 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1174066.500000 Penalty: 2984.297852
	Iteration 72Q: 3 clusters Score -1174066 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1174075.625000 Penalty: 2984.297852
	Iteration 73Q: 3 clusters Score -1174076 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1174079.375000 Penalty: 2984.297852
	Iteration 74Q: 3 clusters Score -1174079 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1174085.875000 Penalty: 2984.297852
	Iteration 75Q: 3 clusters Score -1174086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1174086.500000 Penalty: 2984.297852
	Iteration 76Q: 3 clusters Score -1174086 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1174091.375000 Penalty: 2984.297852
	Iteration 77Q: 3 clusters Score -1174091 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1174096.625000 Penalty: 2984.297852
	Iteration 78Q: 3 clusters Score -1174097 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1174100.750000 Penalty: 2984.297852
	Iteration 79Q: 3 clusters Score -1174101 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1174105.250000 Penalty: 2984.297852
	Iteration 80F: 3 clusters Score -1174105 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1174112.000000 Penalty: 2984.297852
	Iteration 81Q: 3 clusters Score -1174112 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1174120.375000 Penalty: 2984.297852
	Iteration 82Q: 3 clusters Score -1174120 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1174123.125000 Penalty: 2984.297852
	Iteration 83Q: 3 clusters Score -1174123 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1174129.625000 Penalty: 2984.297852
	Iteration 84Q: 3 clusters Score -1174130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1174133.875000 Penalty: 2984.297852
	Iteration 85Q: 3 clusters Score -1174134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1174140.000000 Penalty: 2984.297852
	Iteration 86Q: 3 clusters Score -1174140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1174145.125000 Penalty: 2984.297852
	Iteration 87Q: 3 clusters Score -1174145 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1174151.125000 Penalty: 2984.297852
	Iteration 88Q: 3 clusters Score -1174151 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1174157.750000 Penalty: 2984.297852
	Iteration 89Q: 3 clusters Score -1174158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1174163.125000 Penalty: 2984.297852
	Iteration 90Q: 3 clusters Score -1174163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1174165.875000 Penalty: 2984.297852
	Iteration 91Q: 3 clusters Score -1174166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1174166.625000 Penalty: 2984.297852
	Iteration 92Q: 3 clusters Score -1174167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1174169.750000 Penalty: 2984.297852
	Iteration 93Q: 3 clusters Score -1174170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1174170.125000 Penalty: 2984.297852
	Iteration 94Q: 3 clusters Score -1174170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1174172.250000 Penalty: 2984.297852
	Iteration 95Q: 3 clusters Score -1174172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1174173.625000 Penalty: 2984.297852
	Iteration 96Q: 3 clusters Score -1174174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1174176.625000 Penalty: 2984.297852
	Iteration 97Q: 3 clusters Score -1174177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1174178.000000 Penalty: 2984.297852
	Iteration 98Q: 3 clusters Score -1174178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1174179.750000 Penalty: 2984.297852
	Iteration 99Q: 3 clusters Score -1174180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1174182.000000 Penalty: 2984.297852
	Iteration 100F: 3 clusters Score -1174182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1174183.000000 Penalty: 2984.297852
	Iteration 101Q: 3 clusters Score -1174183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1174183.750000 Penalty: 2984.297852
	Iteration 102Q: 3 clusters Score -1174184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1174182.125000 Penalty: 2984.297852
	Iteration 103Q: 3 clusters Score -1174182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1174184.125000 Penalty: 2984.297852
	Iteration 104Q: 3 clusters Score -1174184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1174187.500000 Penalty: 2984.297852
	Iteration 105Q: 3 clusters Score -1174188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1174188.125000 Penalty: 2984.297852
	Iteration 106Q: 3 clusters Score -1174188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1174188.500000 Penalty: 2984.297852
	Iteration 107Q: 3 clusters Score -1174188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1174188.750000 Penalty: 2984.297852
	Iteration 108Q: 3 clusters Score -1174189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1174190.625000 Penalty: 2984.297852
	Iteration 109Q: 3 clusters Score -1174191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1174191.250000 Penalty: 2984.297852
	Iteration 110Q: 3 clusters Score -1174191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1174190.750000 Penalty: 2984.297852
	Iteration 111Q: 3 clusters Score -1174191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1174189.875000 Penalty: 2984.297852
	Iteration 112Q: 3 clusters Score -1174190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1174189.875000 Penalty: 2984.297852
	Iteration 113Q: 3 clusters Score -1174190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1174190.000000 Penalty: 2984.297852
	Iteration 114Q: 3 clusters Score -1174190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1174192.250000 Penalty: 2984.297852
	Iteration 115Q: 3 clusters Score -1174192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1174196.000000 Penalty: 2984.297852
	Iteration 116Q: 3 clusters Score -1174196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1174198.500000 Penalty: 2984.297852
	Iteration 117Q: 3 clusters Score -1174198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1174201.750000 Penalty: 2984.297852
	Iteration 118Q: 3 clusters Score -1174202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1174203.750000 Penalty: 2984.297852
	Iteration 119Q: 3 clusters Score -1174204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1174204.625000 Penalty: 2984.297852
	Iteration 120F: 3 clusters Score -1174205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1174205.500000 Penalty: 2984.297852
	Iteration 121Q: 3 clusters Score -1174206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1174208.250000 Penalty: 2984.297852
	Iteration 122Q: 3 clusters Score -1174208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1174207.250000 Penalty: 2984.297852
	Iteration 123Q: 3 clusters Score -1174207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1174208.375000 Penalty: 2984.297852
	Iteration 124Q: 3 clusters Score -1174208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1174209.750000 Penalty: 2984.297852
	Iteration 125Q: 3 clusters Score -1174210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1174209.750000 Penalty: 2984.297852
	Iteration 126F: 3 clusters Score -1174210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (36036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36036 members 
Entering Unmasked Estep 
Score: -3959375.750000 Penalty: 1704.994385
	Iteration 0F: 2 clusters Score -3959376 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 17959 members 
Entering Unmasked Estep 
Score: -3935163.250000 Penalty: 3409.988770
	Iteration 0F: 3 clusters Score -3935163 nChanged 16741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -3944224.750000 Penalty: 3409.988770
	Iteration 1F: 3 clusters Score -3944225 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -3944620.500000 Penalty: 3409.988770
	Iteration 2Q: 3 clusters Score -3944620 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -3944991.750000 Penalty: 3409.988770
	Iteration 3Q: 3 clusters Score -3944992 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -3945420.500000 Penalty: 3409.988770
	Iteration 4Q: 3 clusters Score -3945420 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -3945868.250000 Penalty: 3409.988770
	Iteration 5Q: 3 clusters Score -3945868 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -3946382.000000 Penalty: 3409.988770
	Iteration 6Q: 3 clusters Score -3946382 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -3946957.000000 Penalty: 3409.988770
	Iteration 7Q: 3 clusters Score -3946957 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -3947652.750000 Penalty: 3409.988770
	Iteration 8Q: 3 clusters Score -3947653 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -3948588.750000 Penalty: 3409.988770
	Iteration 9Q: 3 clusters Score -3948589 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -3949763.750000 Penalty: 3409.988770
	Iteration 10F: 3 clusters Score -3949764 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -3951271.500000 Penalty: 3409.988770
	Iteration 11F: 3 clusters Score -3951272 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29124 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -3952849.500000 Penalty: 3409.988770
	Iteration 12F: 3 clusters Score -3952850 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -3954404.000000 Penalty: 3409.988770
	Iteration 13F: 3 clusters Score -3954404 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -3955652.750000 Penalty: 3409.988770
	Iteration 14Q: 3 clusters Score -3955653 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33925 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -3956621.500000 Penalty: 3409.988770
	Iteration 15Q: 3 clusters Score -3956622 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3957201.500000 Penalty: 3409.988770
	Iteration 16Q: 3 clusters Score -3957202 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -3957524.000000 Penalty: 3409.988770
	Iteration 17Q: 3 clusters Score -3957524 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35317 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3957675.250000 Penalty: 3409.988770
	Iteration 18Q: 3 clusters Score -3957675 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35426 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3957736.750000 Penalty: 3409.988770
	Iteration 19Q: 3 clusters Score -3957737 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35499 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3957790.000000 Penalty: 3409.988770
	Iteration 20F: 3 clusters Score -3957790 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3957833.000000 Penalty: 3409.988770
	Iteration 21Q: 3 clusters Score -3957833 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3957863.750000 Penalty: 3409.988770
	Iteration 22Q: 3 clusters Score -3957864 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35607 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3957889.500000 Penalty: 3409.988770
	Iteration 23Q: 3 clusters Score -3957890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35623 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3957905.250000 Penalty: 3409.988770
	Iteration 24Q: 3 clusters Score -3957905 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35639 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3957917.250000 Penalty: 3409.988770
	Iteration 25Q: 3 clusters Score -3957917 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35646 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3957921.750000 Penalty: 3409.988770
	Iteration 26Q: 3 clusters Score -3957922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35653 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3957925.500000 Penalty: 3409.988770
	Iteration 27Q: 3 clusters Score -3957926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35656 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3957928.750000 Penalty: 3409.988770
	Iteration 28Q: 3 clusters Score -3957929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35662 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3957936.250000 Penalty: 3409.988770
	Iteration 29Q: 3 clusters Score -3957936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35669 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3957938.500000 Penalty: 3409.988770
	Iteration 30Q: 3 clusters Score -3957938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35671 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3957939.000000 Penalty: 3409.988770
	Iteration 31Q: 3 clusters Score -3957939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3957943.250000 Penalty: 3409.988770
	Iteration 32Q: 3 clusters Score -3957943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35676 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3957943.250000 Penalty: 3409.988770
	Iteration 33Q: 3 clusters Score -3957943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35678 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3957946.000000 Penalty: 3409.988770
	Iteration 34Q: 3 clusters Score -3957946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35680 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3957946.000000 Penalty: 3409.988770
	Iteration 35Q: 3 clusters Score -3957946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35680 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3957946.000000 Penalty: 3409.988770
	Iteration 36F: 3 clusters Score -3957946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (85090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85090 members 
Entering Unmasked Estep 
Score: -9665376.000000 Penalty: 1844.613159
	Iteration 0F: 2 clusters Score -9665376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42416 members 
Mstep: Class 2 contains 42674 members 
Entering Unmasked Estep 
Score: -9608573.000000 Penalty: 3689.226318
	Iteration 0F: 3 clusters Score -9608573 nChanged 40538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40698 members 
Mstep: Class 2 contains 44392 members 
Entering Unmasked Estep 
Score: -9631968.000000 Penalty: 3689.226318
	Iteration 1F: 3 clusters Score -9631968 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39773 members 
Mstep: Class 2 contains 45317 members 
Entering Unmasked Estep 
Score: -9632722.000000 Penalty: 3689.226318
	Iteration 2Q: 3 clusters Score -9632722 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38396 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
Score: -9633692.000000 Penalty: 3689.226318
	Iteration 3Q: 3 clusters Score -9633692 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36351 members 
Mstep: Class 2 contains 48739 members 
Entering Unmasked Estep 
Score: -9635217.000000 Penalty: 3689.226318
	Iteration 4Q: 3 clusters Score -9635217 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33537 members 
Mstep: Class 2 contains 51553 members 
Entering Unmasked Estep 
Score: -9637484.000000 Penalty: 3689.226318
	Iteration 5Q: 3 clusters Score -9637484 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30121 members 
Mstep: Class 2 contains 54969 members 
Entering Unmasked Estep 
Score: -9640738.000000 Penalty: 3689.226318
	Iteration 6F: 3 clusters Score -9640738 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 58782 members 
Entering Unmasked Estep 
Score: -9644576.000000 Penalty: 3689.226318
	Iteration 7F: 3 clusters Score -9644576 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 62297 members 
Entering Unmasked Estep 
Score: -9647806.000000 Penalty: 3689.226318
	Iteration 8F: 3 clusters Score -9647806 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 65259 members 
Entering Unmasked Estep 
Score: -9650346.000000 Penalty: 3689.226318
	Iteration 9Q: 3 clusters Score -9650346 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 67780 members 
Entering Unmasked Estep 
Score: -9652302.000000 Penalty: 3689.226318
	Iteration 10Q: 3 clusters Score -9652302 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 70147 members 
Entering Unmasked Estep 
Score: -9654020.000000 Penalty: 3689.226318
	Iteration 11Q: 3 clusters Score -9654020 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 72386 members 
Entering Unmasked Estep 
Score: -9655439.000000 Penalty: 3689.226318
	Iteration 12Q: 3 clusters Score -9655439 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 74500 members 
Entering Unmasked Estep 
Score: -9656749.000000 Penalty: 3689.226318
	Iteration 13Q: 3 clusters Score -9656749 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 76548 members 
Entering Unmasked Estep 
Score: -9658111.000000 Penalty: 3689.226318
	Iteration 14Q: 3 clusters Score -9658111 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 78468 members 
Entering Unmasked Estep 
Score: -9659515.000000 Penalty: 3689.226318
	Iteration 15Q: 3 clusters Score -9659515 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 80216 members 
Entering Unmasked Estep 
Score: -9660804.000000 Penalty: 3689.226318
	Iteration 16Q: 3 clusters Score -9660804 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 81676 members 
Entering Unmasked Estep 
Score: -9661974.000000 Penalty: 3689.226318
	Iteration 17Q: 3 clusters Score -9661974 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 82694 members 
Entering Unmasked Estep 
Score: -9662788.000000 Penalty: 3689.226318
	Iteration 18Q: 3 clusters Score -9662788 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 83373 members 
Entering Unmasked Estep 
Score: -9663311.000000 Penalty: 3689.226318
	Iteration 19Q: 3 clusters Score -9663311 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 83781 members 
Entering Unmasked Estep 
Score: -9663601.000000 Penalty: 3689.226318
	Iteration 20F: 3 clusters Score -9663601 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 84022 members 
Entering Unmasked Estep 
Score: -9663808.000000 Penalty: 3689.226318
	Iteration 21Q: 3 clusters Score -9663808 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 84175 members 
Entering Unmasked Estep 
Score: -9663935.000000 Penalty: 3689.226318
	Iteration 22Q: 3 clusters Score -9663935 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 84249 members 
Entering Unmasked Estep 
Score: -9664047.000000 Penalty: 3689.226318
	Iteration 23Q: 3 clusters Score -9664047 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 84280 members 
Entering Unmasked Estep 
Score: -9664090.000000 Penalty: 3689.226318
	Iteration 24Q: 3 clusters Score -9664090 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 84299 members 
Entering Unmasked Estep 
Score: -9664133.000000 Penalty: 3689.226318
	Iteration 25Q: 3 clusters Score -9664133 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 84321 members 
Entering Unmasked Estep 
Score: -9664187.000000 Penalty: 3689.226318
	Iteration 26Q: 3 clusters Score -9664187 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 84329 members 
Entering Unmasked Estep 
Score: -9664208.000000 Penalty: 3689.226318
	Iteration 27Q: 3 clusters Score -9664208 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 84337 members 
Entering Unmasked Estep 
Score: -9664214.000000 Penalty: 3689.226318
	Iteration 28Q: 3 clusters Score -9664214 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 84338 members 
Entering Unmasked Estep 
Score: -9664229.000000 Penalty: 3689.226318
	Iteration 29Q: 3 clusters Score -9664229 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 84342 members 
Entering Unmasked Estep 
Score: -9664263.000000 Penalty: 3689.226318
	Iteration 30Q: 3 clusters Score -9664263 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 84343 members 
Entering Unmasked Estep 
Score: -9664263.000000 Penalty: 3689.226318
	Iteration 31Q: 3 clusters Score -9664263 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 84344 members 
Entering Unmasked Estep 
Score: -9664264.000000 Penalty: 3689.226318
	Iteration 32Q: 3 clusters Score -9664264 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 84347 members 
Entering Unmasked Estep 
Score: -9664286.000000 Penalty: 3689.226318
	Iteration 33Q: 3 clusters Score -9664286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 84359 members 
Entering Unmasked Estep 
Score: -9664303.000000 Penalty: 3689.226318
	Iteration 34Q: 3 clusters Score -9664303 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 84368 members 
Entering Unmasked Estep 
Score: -9664318.000000 Penalty: 3689.226318
	Iteration 35Q: 3 clusters Score -9664318 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 84369 members 
Entering Unmasked Estep 
Score: -9664334.000000 Penalty: 3689.226318
	Iteration 36Q: 3 clusters Score -9664334 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 84371 members 
Entering Unmasked Estep 
Score: -9664341.000000 Penalty: 3689.226318
	Iteration 37Q: 3 clusters Score -9664341 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 84370 members 
Entering Unmasked Estep 
Score: -9664348.000000 Penalty: 3689.226318
	Iteration 38Q: 3 clusters Score -9664348 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 84370 members 
Entering Unmasked Estep 
Score: -9664367.000000 Penalty: 3689.226318
	Iteration 39Q: 3 clusters Score -9664367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 84372 members 
Entering Unmasked Estep 
Score: -9664380.000000 Penalty: 3689.226318
	Iteration 40F: 3 clusters Score -9664380 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 84357 members 
Entering Unmasked Estep 
Score: -9664418.000000 Penalty: 3689.226318
	Iteration 41Q: 3 clusters Score -9664418 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 84337 members 
Entering Unmasked Estep 
Score: -9664430.000000 Penalty: 3689.226318
	Iteration 42Q: 3 clusters Score -9664430 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 84325 members 
Entering Unmasked Estep 
Score: -9664452.000000 Penalty: 3689.226318
	Iteration 43Q: 3 clusters Score -9664452 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 84314 members 
Entering Unmasked Estep 
Score: -9664460.000000 Penalty: 3689.226318
	Iteration 44Q: 3 clusters Score -9664460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 84303 members 
Entering Unmasked Estep 
Score: -9664476.000000 Penalty: 3689.226318
	Iteration 45Q: 3 clusters Score -9664476 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 84292 members 
Entering Unmasked Estep 
Score: -9664475.000000 Penalty: 3689.226318
	Iteration 46Q: 3 clusters Score -9664475 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 84282 members 
Entering Unmasked Estep 
Score: -9664466.000000 Penalty: 3689.226318
	Iteration 47Q: 3 clusters Score -9664466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 84275 members 
Entering Unmasked Estep 
Score: -9664481.000000 Penalty: 3689.226318
	Iteration 48Q: 3 clusters Score -9664481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 84273 members 
Entering Unmasked Estep 
Score: -9664491.000000 Penalty: 3689.226318
	Iteration 49Q: 3 clusters Score -9664491 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 84268 members 
Entering Unmasked Estep 
Score: -9664500.000000 Penalty: 3689.226318
	Iteration 50Q: 3 clusters Score -9664500 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 84257 members 
Entering Unmasked Estep 
Score: -9664518.000000 Penalty: 3689.226318
	Iteration 51Q: 3 clusters Score -9664518 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 84253 members 
Entering Unmasked Estep 
Score: -9664525.000000 Penalty: 3689.226318
	Iteration 52Q: 3 clusters Score -9664525 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 84241 members 
Entering Unmasked Estep 
Score: -9664545.000000 Penalty: 3689.226318
	Iteration 53Q: 3 clusters Score -9664545 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 84233 members 
Entering Unmasked Estep 
Score: -9664560.000000 Penalty: 3689.226318
	Iteration 54Q: 3 clusters Score -9664560 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 84221 members 
Entering Unmasked Estep 
Score: -9664580.000000 Penalty: 3689.226318
	Iteration 55Q: 3 clusters Score -9664580 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 84216 members 
Entering Unmasked Estep 
Score: -9664586.000000 Penalty: 3689.226318
	Iteration 56Q: 3 clusters Score -9664586 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 84205 members 
Entering Unmasked Estep 
Score: -9664594.000000 Penalty: 3689.226318
	Iteration 57Q: 3 clusters Score -9664594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 84189 members 
Entering Unmasked Estep 
Score: -9664611.000000 Penalty: 3689.226318
	Iteration 58Q: 3 clusters Score -9664611 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 84175 members 
Entering Unmasked Estep 
Score: -9664634.000000 Penalty: 3689.226318
	Iteration 59Q: 3 clusters Score -9664634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 84160 members 
Entering Unmasked Estep 
Score: -9664628.000000 Penalty: 3689.226318
	Iteration 60F: 3 clusters Score -9664628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 84146 members 
Entering Unmasked Estep 
Score: -9664635.000000 Penalty: 3689.226318
	Iteration 61Q: 3 clusters Score -9664635 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 84134 members 
Entering Unmasked Estep 
Score: -9664643.000000 Penalty: 3689.226318
	Iteration 62Q: 3 clusters Score -9664643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 84128 members 
Entering Unmasked Estep 
Score: -9664646.000000 Penalty: 3689.226318
	Iteration 63Q: 3 clusters Score -9664646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 84123 members 
Entering Unmasked Estep 
Score: -9664654.000000 Penalty: 3689.226318
	Iteration 64Q: 3 clusters Score -9664654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 84112 members 
Entering Unmasked Estep 
Score: -9664646.000000 Penalty: 3689.226318
	Iteration 65Q: 3 clusters Score -9664646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 84110 members 
Entering Unmasked Estep 
Score: -9664646.000000 Penalty: 3689.226318
	Iteration 66Q: 3 clusters Score -9664646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 84106 members 
Entering Unmasked Estep 
Score: -9664654.000000 Penalty: 3689.226318
	Iteration 67Q: 3 clusters Score -9664654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 84101 members 
Entering Unmasked Estep 
Score: -9664654.000000 Penalty: 3689.226318
	Iteration 68Q: 3 clusters Score -9664654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 84100 members 
Entering Unmasked Estep 
Score: -9664659.000000 Penalty: 3689.226318
	Iteration 69Q: 3 clusters Score -9664659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 84095 members 
Entering Unmasked Estep 
Score: -9664650.000000 Penalty: 3689.226318
	Iteration 70Q: 3 clusters Score -9664650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 84089 members 
Entering Unmasked Estep 
Score: -9664650.000000 Penalty: 3689.226318
	Iteration 71Q: 3 clusters Score -9664650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 84086 members 
Entering Unmasked Estep 
Score: -9664654.000000 Penalty: 3689.226318
	Iteration 72Q: 3 clusters Score -9664654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 84084 members 
Entering Unmasked Estep 
Score: -9664649.000000 Penalty: 3689.226318
	Iteration 73Q: 3 clusters Score -9664649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 84082 members 
Entering Unmasked Estep 
Score: -9664650.000000 Penalty: 3689.226318
	Iteration 74Q: 3 clusters Score -9664650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 84079 members 
Entering Unmasked Estep 
Score: -9664654.000000 Penalty: 3689.226318
	Iteration 75Q: 3 clusters Score -9664654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 84076 members 
Entering Unmasked Estep 
Score: -9664650.000000 Penalty: 3689.226318
	Iteration 76Q: 3 clusters Score -9664650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 84072 members 
Entering Unmasked Estep 
Score: -9664656.000000 Penalty: 3689.226318
	Iteration 77Q: 3 clusters Score -9664656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 84068 members 
Entering Unmasked Estep 
Score: -9664653.000000 Penalty: 3689.226318
	Iteration 78Q: 3 clusters Score -9664653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 84060 members 
Entering Unmasked Estep 
Score: -9664663.000000 Penalty: 3689.226318
	Iteration 79Q: 3 clusters Score -9664663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 84056 members 
Entering Unmasked Estep 
Score: -9664659.000000 Penalty: 3689.226318
	Iteration 80F: 3 clusters Score -9664659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 84054 members 
Entering Unmasked Estep 
Score: -9664653.000000 Penalty: 3689.226318
	Iteration 81Q: 3 clusters Score -9664653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 84054 members 
Entering Unmasked Estep 
Score: -9664653.000000 Penalty: 3689.226318
	Iteration 82F: 3 clusters Score -9664653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Entering Unmasked Estep 
Score: -1595961.625000 Penalty: 1558.698486
	Iteration 0F: 2 clusters Score -1595962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1585700.750000 Penalty: 3117.396973
	Iteration 0F: 3 clusters Score -1585701 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1589263.500000 Penalty: 3117.396973
	Iteration 1F: 3 clusters Score -1589264 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1589760.000000 Penalty: 3117.396973
	Iteration 2F: 3 clusters Score -1589760 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1590371.875000 Penalty: 3117.396973
	Iteration 3F: 3 clusters Score -1590372 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1591085.125000 Penalty: 3117.396973
	Iteration 4F: 3 clusters Score -1591085 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1591842.875000 Penalty: 3117.396973
	Iteration 5F: 3 clusters Score -1591843 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1592535.000000 Penalty: 3117.396973
	Iteration 6F: 3 clusters Score -1592535 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1593089.875000 Penalty: 3117.396973
	Iteration 7F: 3 clusters Score -1593090 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1593496.125000 Penalty: 3117.396973
	Iteration 8Q: 3 clusters Score -1593496 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1593773.000000 Penalty: 3117.396973
	Iteration 9Q: 3 clusters Score -1593773 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1593976.375000 Penalty: 3117.396973
	Iteration 10Q: 3 clusters Score -1593976 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1594133.500000 Penalty: 3117.396973
	Iteration 11Q: 3 clusters Score -1594134 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1594235.000000 Penalty: 3117.396973
	Iteration 12Q: 3 clusters Score -1594235 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1594309.750000 Penalty: 3117.396973
	Iteration 13Q: 3 clusters Score -1594310 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1594368.125000 Penalty: 3117.396973
	Iteration 14Q: 3 clusters Score -1594368 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1594423.625000 Penalty: 3117.396973
	Iteration 15Q: 3 clusters Score -1594424 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1594469.125000 Penalty: 3117.396973
	Iteration 16Q: 3 clusters Score -1594469 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1594501.375000 Penalty: 3117.396973
	Iteration 17Q: 3 clusters Score -1594501 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1594525.625000 Penalty: 3117.396973
	Iteration 18Q: 3 clusters Score -1594526 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1594543.500000 Penalty: 3117.396973
	Iteration 19Q: 3 clusters Score -1594544 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1594565.625000 Penalty: 3117.396973
	Iteration 20F: 3 clusters Score -1594566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1594575.750000 Penalty: 3117.396973
	Iteration 21Q: 3 clusters Score -1594576 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1594584.875000 Penalty: 3117.396973
	Iteration 22Q: 3 clusters Score -1594585 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1594588.250000 Penalty: 3117.396973
	Iteration 23Q: 3 clusters Score -1594588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1594592.625000 Penalty: 3117.396973
	Iteration 24Q: 3 clusters Score -1594593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1594598.750000 Penalty: 3117.396973
	Iteration 25Q: 3 clusters Score -1594599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1594602.125000 Penalty: 3117.396973
	Iteration 26Q: 3 clusters Score -1594602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1594607.375000 Penalty: 3117.396973
	Iteration 27Q: 3 clusters Score -1594607 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1594614.250000 Penalty: 3117.396973
	Iteration 28Q: 3 clusters Score -1594614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1594614.000000 Penalty: 3117.396973
	Iteration 29Q: 3 clusters Score -1594614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1594620.375000 Penalty: 3117.396973
	Iteration 30Q: 3 clusters Score -1594620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1594627.250000 Penalty: 3117.396973
	Iteration 31Q: 3 clusters Score -1594627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1594629.875000 Penalty: 3117.396973
	Iteration 32Q: 3 clusters Score -1594630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1594637.500000 Penalty: 3117.396973
	Iteration 33Q: 3 clusters Score -1594638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1594637.625000 Penalty: 3117.396973
	Iteration 34Q: 3 clusters Score -1594638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1594641.000000 Penalty: 3117.396973
	Iteration 35Q: 3 clusters Score -1594641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1594641.875000 Penalty: 3117.396973
	Iteration 36Q: 3 clusters Score -1594642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1594644.250000 Penalty: 3117.396973
	Iteration 37Q: 3 clusters Score -1594644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1594645.125000 Penalty: 3117.396973
	Iteration 38Q: 3 clusters Score -1594645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1594645.125000 Penalty: 3117.396973
	Iteration 39Q: 3 clusters Score -1594645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1594646.875000 Penalty: 3117.396973
	Iteration 40F: 3 clusters Score -1594647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (37126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37126 members 
Entering Unmasked Estep 
Score: -4220933.000000 Penalty: 1709.836792
	Iteration 0F: 2 clusters Score -4220933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -4196021.500000 Penalty: 3419.673584
	Iteration 0F: 3 clusters Score -4196022 nChanged 17191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -4205558.000000 Penalty: 3419.673584
	Iteration 1F: 3 clusters Score -4205558 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -4206114.000000 Penalty: 3419.673584
	Iteration 2Q: 3 clusters Score -4206114 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -4206755.500000 Penalty: 3419.673584
	Iteration 3Q: 3 clusters Score -4206756 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -4207451.500000 Penalty: 3419.673584
	Iteration 4Q: 3 clusters Score -4207452 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -4208344.000000 Penalty: 3419.673584
	Iteration 5Q: 3 clusters Score -4208344 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -4209515.500000 Penalty: 3419.673584
	Iteration 6F: 3 clusters Score -4209516 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -4211160.500000 Penalty: 3419.673584
	Iteration 7F: 3 clusters Score -4211160 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -4213161.000000 Penalty: 3419.673584
	Iteration 8F: 3 clusters Score -4213161 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -4214734.500000 Penalty: 3419.673584
	Iteration 9F: 3 clusters Score -4214734 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -4215605.500000 Penalty: 3419.673584
	Iteration 10Q: 3 clusters Score -4215606 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -4215990.000000 Penalty: 3419.673584
	Iteration 11Q: 3 clusters Score -4215990 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -4216199.000000 Penalty: 3419.673584
	Iteration 12Q: 3 clusters Score -4216199 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -4216362.000000 Penalty: 3419.673584
	Iteration 13Q: 3 clusters Score -4216362 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 25640 members 
Entering Unmasked Estep 
Score: -4216522.500000 Penalty: 3419.673584
	Iteration 14Q: 3 clusters Score -4216522 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -4216663.000000 Penalty: 3419.673584
	Iteration 15Q: 3 clusters Score -4216663 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -4216791.000000 Penalty: 3419.673584
	Iteration 16Q: 3 clusters Score -4216791 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 26758 members 
Entering Unmasked Estep 
Score: -4216891.500000 Penalty: 3419.673584
	Iteration 17Q: 3 clusters Score -4216892 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -4216978.500000 Penalty: 3419.673584
	Iteration 18Q: 3 clusters Score -4216978 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -4217095.000000 Penalty: 3419.673584
	Iteration 19Q: 3 clusters Score -4217095 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 27766 members 
Entering Unmasked Estep 
Score: -4217195.500000 Penalty: 3419.673584
	Iteration 20F: 3 clusters Score -4217196 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 28062 members 
Entering Unmasked Estep 
Score: -4217271.500000 Penalty: 3419.673584
	Iteration 21Q: 3 clusters Score -4217272 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -4217335.000000 Penalty: 3419.673584
	Iteration 22Q: 3 clusters Score -4217335 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -4217368.500000 Penalty: 3419.673584
	Iteration 23Q: 3 clusters Score -4217368 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -4217441.500000 Penalty: 3419.673584
	Iteration 24Q: 3 clusters Score -4217442 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -4217490.500000 Penalty: 3419.673584
	Iteration 25Q: 3 clusters Score -4217490 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 29370 members 
Entering Unmasked Estep 
Score: -4217551.500000 Penalty: 3419.673584
	Iteration 26Q: 3 clusters Score -4217552 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 29610 members 
Entering Unmasked Estep 
Score: -4217615.000000 Penalty: 3419.673584
	Iteration 27Q: 3 clusters Score -4217615 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 29849 members 
Entering Unmasked Estep 
Score: -4217639.500000 Penalty: 3419.673584
	Iteration 28Q: 3 clusters Score -4217640 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 30093 members 
Entering Unmasked Estep 
Score: -4217673.500000 Penalty: 3419.673584
	Iteration 29Q: 3 clusters Score -4217674 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
Score: -4217735.000000 Penalty: 3419.673584
	Iteration 30Q: 3 clusters Score -4217735 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
Score: -4217811.000000 Penalty: 3419.673584
	Iteration 31Q: 3 clusters Score -4217811 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 30811 members 
Entering Unmasked Estep 
Score: -4217872.500000 Penalty: 3419.673584
	Iteration 32Q: 3 clusters Score -4217872 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 31059 members 
Entering Unmasked Estep 
Score: -4217944.500000 Penalty: 3419.673584
	Iteration 33Q: 3 clusters Score -4217944 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -4218000.000000 Penalty: 3419.673584
	Iteration 34Q: 3 clusters Score -4218000 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -4218063.500000 Penalty: 3419.673584
	Iteration 35Q: 3 clusters Score -4218064 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 31781 members 
Entering Unmasked Estep 
Score: -4218127.000000 Penalty: 3419.673584
	Iteration 36Q: 3 clusters Score -4218127 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -4218160.500000 Penalty: 3419.673584
	Iteration 37Q: 3 clusters Score -4218160 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 32264 members 
Entering Unmasked Estep 
Score: -4218237.500000 Penalty: 3419.673584
	Iteration 38Q: 3 clusters Score -4218238 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -4218313.000000 Penalty: 3419.673584
	Iteration 39Q: 3 clusters Score -4218313 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -4218367.500000 Penalty: 3419.673584
	Iteration 40F: 3 clusters Score -4218368 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 32990 members 
Entering Unmasked Estep 
Score: -4218442.500000 Penalty: 3419.673584
	Iteration 41Q: 3 clusters Score -4218442 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 33222 members 
Entering Unmasked Estep 
Score: -4218517.500000 Penalty: 3419.673584
	Iteration 42Q: 3 clusters Score -4218518 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 33426 members 
Entering Unmasked Estep 
Score: -4218555.500000 Penalty: 3419.673584
	Iteration 43Q: 3 clusters Score -4218556 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 33618 members 
Entering Unmasked Estep 
Score: -4218616.000000 Penalty: 3419.673584
	Iteration 44Q: 3 clusters Score -4218616 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 33815 members 
Entering Unmasked Estep 
Score: -4218691.000000 Penalty: 3419.673584
	Iteration 45Q: 3 clusters Score -4218691 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 34014 members 
Entering Unmasked Estep 
Score: -4218786.000000 Penalty: 3419.673584
	Iteration 46Q: 3 clusters Score -4218786 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 34216 members 
Entering Unmasked Estep 
Score: -4218891.000000 Penalty: 3419.673584
	Iteration 47Q: 3 clusters Score -4218891 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 34424 members 
Entering Unmasked Estep 
Score: -4219017.000000 Penalty: 3419.673584
	Iteration 48Q: 3 clusters Score -4219017 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -4219145.500000 Penalty: 3419.673584
	Iteration 49Q: 3 clusters Score -4219146 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
Score: -4219240.500000 Penalty: 3419.673584
	Iteration 50Q: 3 clusters Score -4219240 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 34942 members 
Entering Unmasked Estep 
Score: -4219345.000000 Penalty: 3419.673584
	Iteration 51Q: 3 clusters Score -4219345 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 35065 members 
Entering Unmasked Estep 
Score: -4219434.000000 Penalty: 3419.673584
	Iteration 52Q: 3 clusters Score -4219434 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 35153 members 
Entering Unmasked Estep 
Score: -4219496.000000 Penalty: 3419.673584
	Iteration 53Q: 3 clusters Score -4219496 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 35208 members 
Entering Unmasked Estep 
Score: -4219519.000000 Penalty: 3419.673584
	Iteration 54Q: 3 clusters Score -4219519 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 35251 members 
Entering Unmasked Estep 
Score: -4219541.500000 Penalty: 3419.673584
	Iteration 55Q: 3 clusters Score -4219542 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 35293 members 
Entering Unmasked Estep 
Score: -4219561.500000 Penalty: 3419.673584
	Iteration 56Q: 3 clusters Score -4219562 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -4219568.000000 Penalty: 3419.673584
	Iteration 57Q: 3 clusters Score -4219568 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 35361 members 
Entering Unmasked Estep 
Score: -4219570.500000 Penalty: 3419.673584
	Iteration 58Q: 3 clusters Score -4219570 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 35397 members 
Entering Unmasked Estep 
Score: -4219582.500000 Penalty: 3419.673584
	Iteration 59Q: 3 clusters Score -4219582 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -4219601.500000 Penalty: 3419.673584
	Iteration 60F: 3 clusters Score -4219602 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 35465 members 
Entering Unmasked Estep 
Score: -4219615.000000 Penalty: 3419.673584
	Iteration 61Q: 3 clusters Score -4219615 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
Score: -4219618.000000 Penalty: 3419.673584
	Iteration 62Q: 3 clusters Score -4219618 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 35512 members 
Entering Unmasked Estep 
Score: -4219624.500000 Penalty: 3419.673584
	Iteration 63Q: 3 clusters Score -4219624 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 35533 members 
Entering Unmasked Estep 
Score: -4219634.500000 Penalty: 3419.673584
	Iteration 64Q: 3 clusters Score -4219634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 35547 members 
Entering Unmasked Estep 
Score: -4219632.500000 Penalty: 3419.673584
	Iteration 65Q: 3 clusters Score -4219632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 35558 members 
Entering Unmasked Estep 
Score: -4219635.000000 Penalty: 3419.673584
	Iteration 66Q: 3 clusters Score -4219635 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 35572 members 
Entering Unmasked Estep 
Score: -4219644.500000 Penalty: 3419.673584
	Iteration 67Q: 3 clusters Score -4219644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 35590 members 
Entering Unmasked Estep 
Score: -4219644.000000 Penalty: 3419.673584
	Iteration 68Q: 3 clusters Score -4219644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -4219647.500000 Penalty: 3419.673584
	Iteration 69Q: 3 clusters Score -4219648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -4219651.500000 Penalty: 3419.673584
	Iteration 70Q: 3 clusters Score -4219652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 35625 members 
Entering Unmasked Estep 
Score: -4219651.000000 Penalty: 3419.673584
	Iteration 71Q: 3 clusters Score -4219651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 35631 members 
Entering Unmasked Estep 
Score: -4219653.500000 Penalty: 3419.673584
	Iteration 72Q: 3 clusters Score -4219654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
Score: -4219657.500000 Penalty: 3419.673584
	Iteration 73Q: 3 clusters Score -4219658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 35642 members 
Entering Unmasked Estep 
Score: -4219652.500000 Penalty: 3419.673584
	Iteration 74Q: 3 clusters Score -4219652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -4219651.000000 Penalty: 3419.673584
	Iteration 75Q: 3 clusters Score -4219651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 35656 members 
Entering Unmasked Estep 
Score: -4219651.000000 Penalty: 3419.673584
	Iteration 76Q: 3 clusters Score -4219651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 35658 members 
Entering Unmasked Estep 
Score: -4219654.500000 Penalty: 3419.673584
	Iteration 77Q: 3 clusters Score -4219654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 35659 members 
Entering Unmasked Estep 
Score: -4219658.000000 Penalty: 3419.673584
	Iteration 78Q: 3 clusters Score -4219658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 35661 members 
Entering Unmasked Estep 
Score: -4219652.500000 Penalty: 3419.673584
	Iteration 79Q: 3 clusters Score -4219652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -4219654.000000 Penalty: 3419.673584
	Iteration 80F: 3 clusters Score -4219654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 35664 members 
Entering Unmasked Estep 
Score: -4219659.000000 Penalty: 3419.673584
	Iteration 81Q: 3 clusters Score -4219659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 35666 members 
Entering Unmasked Estep 
Score: -4219657.000000 Penalty: 3419.673584
	Iteration 82Q: 3 clusters Score -4219657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 35668 members 
Entering Unmasked Estep 
Score: -4219655.000000 Penalty: 3419.673584
	Iteration 83Q: 3 clusters Score -4219655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 35668 members 
Entering Unmasked Estep 
Score: -4219655.000000 Penalty: 3419.673584
	Iteration 84F: 3 clusters Score -4219655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Entering Unmasked Estep 
Score: -1057843.875000 Penalty: 1481.925293
	Iteration 0F: 2 clusters Score -1057844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1051244.500000 Penalty: 2963.850586
	Iteration 0F: 3 clusters Score -1051244 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1053396.875000 Penalty: 2963.850586
	Iteration 1F: 3 clusters Score -1053397 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1053795.000000 Penalty: 2963.850586
	Iteration 2F: 3 clusters Score -1053795 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1054288.750000 Penalty: 2963.850586
	Iteration 3F: 3 clusters Score -1054289 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1054808.875000 Penalty: 2963.850586
	Iteration 4F: 3 clusters Score -1054809 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1055297.750000 Penalty: 2963.850586
	Iteration 5F: 3 clusters Score -1055298 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1055701.625000 Penalty: 2963.850586
	Iteration 6F: 3 clusters Score -1055702 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1056025.250000 Penalty: 2963.850586
	Iteration 7Q: 3 clusters Score -1056025 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1056212.875000 Penalty: 2963.850586
	Iteration 8Q: 3 clusters Score -1056213 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1056340.375000 Penalty: 2963.850586
	Iteration 9Q: 3 clusters Score -1056340 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1056423.375000 Penalty: 2963.850586
	Iteration 10Q: 3 clusters Score -1056423 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1056486.000000 Penalty: 2963.850586
	Iteration 11Q: 3 clusters Score -1056486 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1056527.000000 Penalty: 2963.850586
	Iteration 12Q: 3 clusters Score -1056527 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1056564.250000 Penalty: 2963.850586
	Iteration 13Q: 3 clusters Score -1056564 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1056597.250000 Penalty: 2963.850586
	Iteration 14Q: 3 clusters Score -1056597 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1056628.000000 Penalty: 2963.850586
	Iteration 15Q: 3 clusters Score -1056628 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1056641.750000 Penalty: 2963.850586
	Iteration 16Q: 3 clusters Score -1056642 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1056662.125000 Penalty: 2963.850586
	Iteration 17Q: 3 clusters Score -1056662 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1056672.000000 Penalty: 2963.850586
	Iteration 18Q: 3 clusters Score -1056672 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1056678.250000 Penalty: 2963.850586
	Iteration 19Q: 3 clusters Score -1056678 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1056691.375000 Penalty: 2963.850586
	Iteration 20F: 3 clusters Score -1056691 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1056702.625000 Penalty: 2963.850586
	Iteration 21Q: 3 clusters Score -1056703 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1056710.000000 Penalty: 2963.850586
	Iteration 22Q: 3 clusters Score -1056710 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1056717.250000 Penalty: 2963.850586
	Iteration 23Q: 3 clusters Score -1056717 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1056721.375000 Penalty: 2963.850586
	Iteration 24Q: 3 clusters Score -1056721 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1056724.750000 Penalty: 2963.850586
	Iteration 25Q: 3 clusters Score -1056725 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1056729.125000 Penalty: 2963.850586
	Iteration 26Q: 3 clusters Score -1056729 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1056730.500000 Penalty: 2963.850586
	Iteration 27Q: 3 clusters Score -1056730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1056731.500000 Penalty: 2963.850586
	Iteration 28Q: 3 clusters Score -1056732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1056733.875000 Penalty: 2963.850586
	Iteration 29Q: 3 clusters Score -1056734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1056737.125000 Penalty: 2963.850586
	Iteration 30Q: 3 clusters Score -1056737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1056740.750000 Penalty: 2963.850586
	Iteration 31Q: 3 clusters Score -1056741 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1056743.625000 Penalty: 2963.850586
	Iteration 32Q: 3 clusters Score -1056744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1056746.875000 Penalty: 2963.850586
	Iteration 33Q: 3 clusters Score -1056747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1056750.750000 Penalty: 2963.850586
	Iteration 34Q: 3 clusters Score -1056751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1056748.500000 Penalty: 2963.850586
	Iteration 35Q: 3 clusters Score -1056748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1056750.500000 Penalty: 2963.850586
	Iteration 36Q: 3 clusters Score -1056750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1056751.750000 Penalty: 2963.850586
	Iteration 37Q: 3 clusters Score -1056752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1056753.375000 Penalty: 2963.850586
	Iteration 38Q: 3 clusters Score -1056753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1056754.625000 Penalty: 2963.850586
	Iteration 39Q: 3 clusters Score -1056755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1056756.750000 Penalty: 2963.850586
	Iteration 40F: 3 clusters Score -1056757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1056758.000000 Penalty: 2963.850586
	Iteration 41Q: 3 clusters Score -1056758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1056760.500000 Penalty: 2963.850586
	Iteration 42Q: 3 clusters Score -1056760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1056762.750000 Penalty: 2963.850586
	Iteration 43Q: 3 clusters Score -1056763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1056762.625000 Penalty: 2963.850586
	Iteration 44Q: 3 clusters Score -1056763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1056766.000000 Penalty: 2963.850586
	Iteration 45Q: 3 clusters Score -1056766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1056771.250000 Penalty: 2963.850586
	Iteration 46Q: 3 clusters Score -1056771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1056771.625000 Penalty: 2963.850586
	Iteration 47Q: 3 clusters Score -1056772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1056770.875000 Penalty: 2963.850586
	Iteration 48Q: 3 clusters Score -1056771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1056772.000000 Penalty: 2963.850586
	Iteration 49Q: 3 clusters Score -1056772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1056772.000000 Penalty: 2963.850586
	Iteration 50F: 3 clusters Score -1056772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Entering Unmasked Estep 
Score: -9307.406250 Penalty: 840.203674
	Iteration 0F: 2 clusters Score -9307.406 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 85 members 
Entering Unmasked Estep 
Score: -8687.089844 Penalty: 1680.407349
	Iteration 0F: 3 clusters Score -8687.09 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -8836.429688 Penalty: 1680.407349
	Iteration 1F: 3 clusters Score -8836.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -8897.636719 Penalty: 1680.407349
	Iteration 2F: 3 clusters Score -8897.637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8940.000977 Penalty: 1680.407349
	Iteration 3Q: 3 clusters Score -8940.001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8949.244141 Penalty: 1680.407349
	Iteration 4Q: 3 clusters Score -8949.244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8950.413086 Penalty: 1680.407349
	Iteration 5Q: 3 clusters Score -8950.413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8950.413086 Penalty: 1680.407349
	Iteration 6F: 3 clusters Score -8950.413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Entering Unmasked Estep 
Score: -29396.558594 Penalty: 957.392151
	Iteration 0F: 2 clusters Score -29396.56 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 194 members 
Entering Unmasked Estep 
Score: -28563.664062 Penalty: 1914.784302
	Iteration 0F: 3 clusters Score -28563.66 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -28756.464844 Penalty: 1914.784302
	Iteration 1F: 3 clusters Score -28756.46 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -28825.048828 Penalty: 1914.784302
	Iteration 2F: 3 clusters Score -28825.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -28869.402344 Penalty: 1914.784302
	Iteration 3Q: 3 clusters Score -28869.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28903.011719 Penalty: 1914.784302
	Iteration 4Q: 3 clusters Score -28903.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28917.921875 Penalty: 1914.784302
	Iteration 5Q: 3 clusters Score -28917.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -28966.519531 Penalty: 1914.784302
	Iteration 6Q: 3 clusters Score -28966.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -28976.945312 Penalty: 1914.784302
	Iteration 7Q: 3 clusters Score -28976.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -28980.835938 Penalty: 1914.784302
	Iteration 8Q: 3 clusters Score -28980.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -28993.492188 Penalty: 1914.784302
	Iteration 9Q: 3 clusters Score -28993.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -28999.652344 Penalty: 1914.784302
	Iteration 10Q: 3 clusters Score -28999.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -28999.652344 Penalty: 1914.784302
	Iteration 11F: 3 clusters Score -28999.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Entering Unmasked Estep 
Score: -1008419.312500 Penalty: 1477.396240
	Iteration 0F: 2 clusters Score -1008419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1001962.250000 Penalty: 2954.792480
	Iteration 0F: 3 clusters Score -1001962 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1003983.625000 Penalty: 2954.792480
	Iteration 1F: 3 clusters Score -1003984 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1004196.375000 Penalty: 2954.792480
	Iteration 2F: 3 clusters Score -1004196 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1004371.500000 Penalty: 2954.792480
	Iteration 3Q: 3 clusters Score -1004372 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1004550.625000 Penalty: 2954.792480
	Iteration 4Q: 3 clusters Score -1004551 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1004772.125000 Penalty: 2954.792480
	Iteration 5Q: 3 clusters Score -1004772 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1005051.937500 Penalty: 2954.792480
	Iteration 6F: 3 clusters Score -1005052 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1005417.812500 Penalty: 2954.792480
	Iteration 7F: 3 clusters Score -1005418 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1005832.875000 Penalty: 2954.792480
	Iteration 8F: 3 clusters Score -1005833 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1006280.750000 Penalty: 2954.792480
	Iteration 9F: 3 clusters Score -1006281 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1006623.562500 Penalty: 2954.792480
	Iteration 10Q: 3 clusters Score -1006624 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1006876.312500 Penalty: 2954.792480
	Iteration 11Q: 3 clusters Score -1006876 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1007060.500000 Penalty: 2954.792480
	Iteration 12Q: 3 clusters Score -1007060 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1007177.375000 Penalty: 2954.792480
	Iteration 13Q: 3 clusters Score -1007177 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1007246.437500 Penalty: 2954.792480
	Iteration 14Q: 3 clusters Score -1007246 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1007304.125000 Penalty: 2954.792480
	Iteration 15Q: 3 clusters Score -1007304 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1007352.250000 Penalty: 2954.792480
	Iteration 16Q: 3 clusters Score -1007352 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1007381.937500 Penalty: 2954.792480
	Iteration 17Q: 3 clusters Score -1007382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1007389.125000 Penalty: 2954.792480
	Iteration 18Q: 3 clusters Score -1007389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1007397.687500 Penalty: 2954.792480
	Iteration 19Q: 3 clusters Score -1007398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1007404.687500 Penalty: 2954.792480
	Iteration 20F: 3 clusters Score -1007405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1007410.187500 Penalty: 2954.792480
	Iteration 21Q: 3 clusters Score -1007410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1007413.937500 Penalty: 2954.792480
	Iteration 22Q: 3 clusters Score -1007414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1007413.187500 Penalty: 2954.792480
	Iteration 23Q: 3 clusters Score -1007413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1007413.812500 Penalty: 2954.792480
	Iteration 24Q: 3 clusters Score -1007414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1007413.812500 Penalty: 2954.792480
	Iteration 25F: 3 clusters Score -1007414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Entering Unmasked Estep 
Score: -69341.945312 Penalty: 1064.318237
	Iteration 0F: 2 clusters Score -69341.95 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 359 members 
Entering Unmasked Estep 
Score: -68128.726562 Penalty: 2128.636475
	Iteration 0F: 3 clusters Score -68128.73 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -68350.773438 Penalty: 2128.636475
	Iteration 1F: 3 clusters Score -68350.77 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -68473.554688 Penalty: 2128.636475
	Iteration 2F: 3 clusters Score -68473.55 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -68627.328125 Penalty: 2128.636475
	Iteration 3F: 3 clusters Score -68627.33 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -68768.492188 Penalty: 2128.636475
	Iteration 4F: 3 clusters Score -68768.49 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -68896.125000 Penalty: 2128.636475
	Iteration 5F: 3 clusters Score -68896.12 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -68979.968750 Penalty: 2128.636475
	Iteration 6Q: 3 clusters Score -68979.97 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -69036.843750 Penalty: 2128.636475
	Iteration 7Q: 3 clusters Score -69036.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -69059.109375 Penalty: 2128.636475
	Iteration 8Q: 3 clusters Score -69059.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -69071.812500 Penalty: 2128.636475
	Iteration 9Q: 3 clusters Score -69071.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -69083.523438 Penalty: 2128.636475
	Iteration 10Q: 3 clusters Score -69083.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -69092.984375 Penalty: 2128.636475
	Iteration 11Q: 3 clusters Score -69092.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -69101.734375 Penalty: 2128.636475
	Iteration 12Q: 3 clusters Score -69101.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -69109.718750 Penalty: 2128.636475
	Iteration 13Q: 3 clusters Score -69109.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -69117.070312 Penalty: 2128.636475
	Iteration 14Q: 3 clusters Score -69117.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -69118.265625 Penalty: 2128.636475
	Iteration 15Q: 3 clusters Score -69118.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -69120.734375 Penalty: 2128.636475
	Iteration 16Q: 3 clusters Score -69120.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -69120.734375 Penalty: 2128.636475
	Iteration 17F: 3 clusters Score -69120.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Entering Unmasked Estep 
Score: -2089811.250000 Penalty: 1602.522217
	Iteration 0F: 2 clusters Score -2089811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -2076631.875000 Penalty: 3205.044434
	Iteration 0F: 3 clusters Score -2076632 nChanged 8653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -2081359.750000 Penalty: 3205.044434
	Iteration 1F: 3 clusters Score -2081360 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -2081678.875000 Penalty: 3205.044434
	Iteration 2Q: 3 clusters Score -2081679 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -2082014.500000 Penalty: 3205.044434
	Iteration 3Q: 3 clusters Score -2082014 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -2082387.000000 Penalty: 3205.044434
	Iteration 4Q: 3 clusters Score -2082387 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -2082882.875000 Penalty: 3205.044434
	Iteration 5F: 3 clusters Score -2082883 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -2083601.625000 Penalty: 3205.044434
	Iteration 6F: 3 clusters Score -2083602 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -2084588.500000 Penalty: 3205.044434
	Iteration 7F: 3 clusters Score -2084588 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -2085689.750000 Penalty: 3205.044434
	Iteration 8F: 3 clusters Score -2085690 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -2086698.875000 Penalty: 3205.044434
	Iteration 9F: 3 clusters Score -2086699 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -2087418.500000 Penalty: 3205.044434
	Iteration 10Q: 3 clusters Score -2087418 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -2087853.750000 Penalty: 3205.044434
	Iteration 11Q: 3 clusters Score -2087854 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -2088112.500000 Penalty: 3205.044434
	Iteration 12Q: 3 clusters Score -2088112 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -2088236.375000 Penalty: 3205.044434
	Iteration 13Q: 3 clusters Score -2088236 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -2088301.125000 Penalty: 3205.044434
	Iteration 14Q: 3 clusters Score -2088301 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -2088330.125000 Penalty: 3205.044434
	Iteration 15Q: 3 clusters Score -2088330 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -2088357.250000 Penalty: 3205.044434
	Iteration 16Q: 3 clusters Score -2088357 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -2088371.250000 Penalty: 3205.044434
	Iteration 17Q: 3 clusters Score -2088371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -2088378.000000 Penalty: 3205.044434
	Iteration 18Q: 3 clusters Score -2088378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -2088386.875000 Penalty: 3205.044434
	Iteration 19Q: 3 clusters Score -2088387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -2088388.750000 Penalty: 3205.044434
	Iteration 20F: 3 clusters Score -2088389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -2088394.125000 Penalty: 3205.044434
	Iteration 21Q: 3 clusters Score -2088394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -2088395.125000 Penalty: 3205.044434
	Iteration 22Q: 3 clusters Score -2088395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -2088398.000000 Penalty: 3205.044434
	Iteration 23Q: 3 clusters Score -2088398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -2088398.000000 Penalty: 3205.044434
	Iteration 24F: 3 clusters Score -2088398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (68194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68194 members 
Entering Unmasked Estep 
Score: -7763820.000000 Penalty: 1808.643188
	Iteration 0F: 2 clusters Score -7763820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34349 members 
Mstep: Class 2 contains 33845 members 
Entering Unmasked Estep 
Score: -7718068.000000 Penalty: 3617.286377
	Iteration 0F: 3 clusters Score -7718068 nChanged 32553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 31246 members 
Entering Unmasked Estep 
Score: -7737427.500000 Penalty: 3617.286377
	Iteration 1F: 3 clusters Score -7737428 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38540 members 
Mstep: Class 2 contains 29654 members 
Entering Unmasked Estep 
Score: -7738655.500000 Penalty: 3617.286377
	Iteration 2Q: 3 clusters Score -7738656 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40782 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -7740303.000000 Penalty: 3617.286377
	Iteration 3F: 3 clusters Score -7740303 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43808 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -7742846.000000 Penalty: 3617.286377
	Iteration 4F: 3 clusters Score -7742846 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47591 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -7746410.000000 Penalty: 3617.286377
	Iteration 5F: 3 clusters Score -7746410 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51419 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -7750268.500000 Penalty: 3617.286377
	Iteration 6F: 3 clusters Score -7750268 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54492 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -7753426.500000 Penalty: 3617.286377
	Iteration 7F: 3 clusters Score -7753426 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56722 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -7755484.500000 Penalty: 3617.286377
	Iteration 8Q: 3 clusters Score -7755484 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58428 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -7756723.500000 Penalty: 3617.286377
	Iteration 9Q: 3 clusters Score -7756724 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59895 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -7757639.500000 Penalty: 3617.286377
	Iteration 10Q: 3 clusters Score -7757640 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61198 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -7758510.000000 Penalty: 3617.286377
	Iteration 11Q: 3 clusters Score -7758510 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62314 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -7759182.500000 Penalty: 3617.286377
	Iteration 12Q: 3 clusters Score -7759182 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63298 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -7759753.500000 Penalty: 3617.286377
	Iteration 13Q: 3 clusters Score -7759754 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64132 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -7760231.500000 Penalty: 3617.286377
	Iteration 14Q: 3 clusters Score -7760232 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64866 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -7760682.000000 Penalty: 3617.286377
	Iteration 15Q: 3 clusters Score -7760682 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65498 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -7761050.000000 Penalty: 3617.286377
	Iteration 16Q: 3 clusters Score -7761050 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66032 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -7761348.500000 Penalty: 3617.286377
	Iteration 17Q: 3 clusters Score -7761348 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66441 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -7761603.000000 Penalty: 3617.286377
	Iteration 18Q: 3 clusters Score -7761603 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66744 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -7761734.500000 Penalty: 3617.286377
	Iteration 19Q: 3 clusters Score -7761734 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66967 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -7761870.000000 Penalty: 3617.286377
	Iteration 20F: 3 clusters Score -7761870 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67136 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -7761958.500000 Penalty: 3617.286377
	Iteration 21Q: 3 clusters Score -7761958 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67260 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -7762034.000000 Penalty: 3617.286377
	Iteration 22Q: 3 clusters Score -7762034 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67362 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -7762110.500000 Penalty: 3617.286377
	Iteration 23Q: 3 clusters Score -7762110 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67446 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -7762154.000000 Penalty: 3617.286377
	Iteration 24Q: 3 clusters Score -7762154 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67522 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -7762196.500000 Penalty: 3617.286377
	Iteration 25Q: 3 clusters Score -7762196 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67578 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -7762222.000000 Penalty: 3617.286377
	Iteration 26Q: 3 clusters Score -7762222 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67607 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -7762239.500000 Penalty: 3617.286377
	Iteration 27Q: 3 clusters Score -7762240 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67631 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -7762246.500000 Penalty: 3617.286377
	Iteration 28Q: 3 clusters Score -7762246 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67650 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -7762257.000000 Penalty: 3617.286377
	Iteration 29Q: 3 clusters Score -7762257 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67670 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -7762280.000000 Penalty: 3617.286377
	Iteration 30Q: 3 clusters Score -7762280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67687 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -7762283.500000 Penalty: 3617.286377
	Iteration 31Q: 3 clusters Score -7762284 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67704 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -7762286.500000 Penalty: 3617.286377
	Iteration 32Q: 3 clusters Score -7762286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67716 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -7762299.500000 Penalty: 3617.286377
	Iteration 33Q: 3 clusters Score -7762300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67721 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -7762302.500000 Penalty: 3617.286377
	Iteration 34Q: 3 clusters Score -7762302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67724 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -7762300.000000 Penalty: 3617.286377
	Iteration 35Q: 3 clusters Score -7762300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67725 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -7762302.500000 Penalty: 3617.286377
	Iteration 36Q: 3 clusters Score -7762302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67726 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -7762311.500000 Penalty: 3617.286377
	Iteration 37Q: 3 clusters Score -7762312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67729 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -7762309.500000 Penalty: 3617.286377
	Iteration 38Q: 3 clusters Score -7762310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67733 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -7762316.000000 Penalty: 3617.286377
	Iteration 39Q: 3 clusters Score -7762316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67737 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -7762320.000000 Penalty: 3617.286377
	Iteration 40F: 3 clusters Score -7762320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67737 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -7762318.500000 Penalty: 3617.286377
	Iteration 41Q: 3 clusters Score -7762318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67739 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -7762322.500000 Penalty: 3617.286377
	Iteration 42Q: 3 clusters Score -7762322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67740 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -7762323.500000 Penalty: 3617.286377
	Iteration 43Q: 3 clusters Score -7762324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67740 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -7762323.500000 Penalty: 3617.286377
	Iteration 44F: 3 clusters Score -7762324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (112376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112376 members 
Entering Unmasked Estep 
Score: -13325846.000000 Penalty: 1889.810913
	Iteration 0F: 2 clusters Score -1.332585e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56511 members 
Mstep: Class 2 contains 55865 members 
Entering Unmasked Estep 
Score: -13255156.000000 Penalty: 3779.621826
	Iteration 0F: 3 clusters Score -1.325516e+07 nChanged 53643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61790 members 
Mstep: Class 2 contains 50586 members 
Entering Unmasked Estep 
Score: -13286583.000000 Penalty: 3779.621826
	Iteration 1F: 3 clusters Score -1.328658e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65430 members 
Mstep: Class 2 contains 46946 members 
Entering Unmasked Estep 
Score: -13288051.000000 Penalty: 3779.621826
	Iteration 2Q: 3 clusters Score -1.328805e+07 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70948 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
Score: -13290645.000000 Penalty: 3779.621826
	Iteration 3F: 3 clusters Score -1.329064e+07 nChanged 8199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79003 members 
Mstep: Class 2 contains 33373 members 
Entering Unmasked Estep 
Score: -13295879.000000 Penalty: 3779.621826
	Iteration 4F: 3 clusters Score -1.329588e+07 nChanged 10395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89368 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -13304418.000000 Penalty: 3779.621826
	Iteration 5F: 3 clusters Score -1.330442e+07 nChanged 10616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99962 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -13313484.000000 Penalty: 3779.621826
	Iteration 6F: 3 clusters Score -1.331348e+07 nChanged 7405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107361 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -13320051.000000 Penalty: 3779.621826
	Iteration 7F: 3 clusters Score -1.332005e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110663 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -13322760.000000 Penalty: 3779.621826
	Iteration 8Q: 3 clusters Score -1.332276e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111749 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -13323746.000000 Penalty: 3779.621826
	Iteration 9Q: 3 clusters Score -1.332375e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112048 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -13323969.000000 Penalty: 3779.621826
	Iteration 10Q: 3 clusters Score -1.332397e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112138 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -13324104.000000 Penalty: 3779.621826
	Iteration 11Q: 3 clusters Score -1.33241e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112165 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -13324149.000000 Penalty: 3779.621826
	Iteration 12Q: 3 clusters Score -1.332415e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112176 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -13324168.000000 Penalty: 3779.621826
	Iteration 13Q: 3 clusters Score -1.332417e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112184 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -13324155.000000 Penalty: 3779.621826
	Iteration 14Q: 3 clusters Score -1.332416e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112188 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -13324149.000000 Penalty: 3779.621826
	Iteration 15Q: 3 clusters Score -1.332415e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112191 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -13324165.000000 Penalty: 3779.621826
	Iteration 16Q: 3 clusters Score -1.332416e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112194 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -13324173.000000 Penalty: 3779.621826
	Iteration 17Q: 3 clusters Score -1.332417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112195 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -13324177.000000 Penalty: 3779.621826
	Iteration 18Q: 3 clusters Score -1.332418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112197 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -13324177.000000 Penalty: 3779.621826
	Iteration 19Q: 3 clusters Score -1.332418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112197 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -13324182.000000 Penalty: 3779.621826
	Iteration 20F: 3 clusters Score -1.332418e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (87103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87103 members 
Entering Unmasked Estep 
Score: -10288207.000000 Penalty: 1848.412598
	Iteration 0F: 2 clusters Score -1.028821e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43457 members 
Mstep: Class 2 contains 43646 members 
Entering Unmasked Estep 
Score: -10230165.000000 Penalty: 3696.825195
	Iteration 0F: 3 clusters Score -1.023016e+07 nChanged 41416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43081 members 
Mstep: Class 2 contains 44022 members 
Entering Unmasked Estep 
Score: -10254168.000000 Penalty: 3696.825195
	Iteration 1F: 3 clusters Score -1.025417e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42554 members 
Mstep: Class 2 contains 44549 members 
Entering Unmasked Estep 
Score: -10254655.000000 Penalty: 3696.825195
	Iteration 2Q: 3 clusters Score -1.025466e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 45527 members 
Entering Unmasked Estep 
Score: -10255313.000000 Penalty: 3696.825195
	Iteration 3Q: 3 clusters Score -1.025531e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40031 members 
Mstep: Class 2 contains 47072 members 
Entering Unmasked Estep 
Score: -10256300.000000 Penalty: 3696.825195
	Iteration 4Q: 3 clusters Score -1.02563e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37668 members 
Mstep: Class 2 contains 49435 members 
Entering Unmasked Estep 
Score: -10257613.000000 Penalty: 3696.825195
	Iteration 5Q: 3 clusters Score -1.025761e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34231 members 
Mstep: Class 2 contains 52872 members 
Entering Unmasked Estep 
Score: -10259806.000000 Penalty: 3696.825195
	Iteration 6Q: 3 clusters Score -1.025981e+07 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 57492 members 
Entering Unmasked Estep 
Score: -10262841.000000 Penalty: 3696.825195
	Iteration 7F: 3 clusters Score -1.026284e+07 nChanged 5875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 63225 members 
Entering Unmasked Estep 
Score: -10267107.000000 Penalty: 3696.825195
	Iteration 8F: 3 clusters Score -1.026711e+07 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 69428 members 
Entering Unmasked Estep 
Score: -10272075.000000 Penalty: 3696.825195
	Iteration 9F: 3 clusters Score -1.027208e+07 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 75210 members 
Entering Unmasked Estep 
Score: -10276929.000000 Penalty: 3696.825195
	Iteration 10F: 3 clusters Score -1.027693e+07 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 79722 members 
Entering Unmasked Estep 
Score: -10280621.000000 Penalty: 3696.825195
	Iteration 11F: 3 clusters Score -1.028062e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 82930 members 
Entering Unmasked Estep 
Score: -10283353.000000 Penalty: 3696.825195
	Iteration 12Q: 3 clusters Score -1.028335e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 84856 members 
Entering Unmasked Estep 
Score: -10284976.000000 Penalty: 3696.825195
	Iteration 13Q: 3 clusters Score -1.028498e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 85910 members 
Entering Unmasked Estep 
Score: -10285802.000000 Penalty: 3696.825195
	Iteration 14Q: 3 clusters Score -1.02858e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 86404 members 
Entering Unmasked Estep 
Score: -10286156.000000 Penalty: 3696.825195
	Iteration 15Q: 3 clusters Score -1.028616e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 86626 members 
Entering Unmasked Estep 
Score: -10286292.000000 Penalty: 3696.825195
	Iteration 16Q: 3 clusters Score -1.028629e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 86721 members 
Entering Unmasked Estep 
Score: -10286389.000000 Penalty: 3696.825195
	Iteration 17Q: 3 clusters Score -1.028639e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 86766 members 
Entering Unmasked Estep 
Score: -10286445.000000 Penalty: 3696.825195
	Iteration 18Q: 3 clusters Score -1.028644e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 86788 members 
Entering Unmasked Estep 
Score: -10286466.000000 Penalty: 3696.825195
	Iteration 19Q: 3 clusters Score -1.028647e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 86807 members 
Entering Unmasked Estep 
Score: -10286486.000000 Penalty: 3696.825195
	Iteration 20F: 3 clusters Score -1.028649e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 86818 members 
Entering Unmasked Estep 
Score: -10286502.000000 Penalty: 3696.825195
	Iteration 21Q: 3 clusters Score -1.02865e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 86828 members 
Entering Unmasked Estep 
Score: -10286522.000000 Penalty: 3696.825195
	Iteration 22Q: 3 clusters Score -1.028652e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 86837 members 
Entering Unmasked Estep 
Score: -10286544.000000 Penalty: 3696.825195
	Iteration 23Q: 3 clusters Score -1.028654e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 86847 members 
Entering Unmasked Estep 
Score: -10286551.000000 Penalty: 3696.825195
	Iteration 24Q: 3 clusters Score -1.028655e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 86852 members 
Entering Unmasked Estep 
Score: -10286555.000000 Penalty: 3696.825195
	Iteration 25Q: 3 clusters Score -1.028656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 86856 members 
Entering Unmasked Estep 
Score: -10286557.000000 Penalty: 3696.825195
	Iteration 26Q: 3 clusters Score -1.028656e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 86857 members 
Entering Unmasked Estep 
Score: -10286556.000000 Penalty: 3696.825195
	Iteration 27Q: 3 clusters Score -1.028656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 86857 members 
Entering Unmasked Estep 
Score: -10286563.000000 Penalty: 3696.825195
	Iteration 28Q: 3 clusters Score -1.028656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 86857 members 
Entering Unmasked Estep 
Score: -10286567.000000 Penalty: 3696.825195
	Iteration 29Q: 3 clusters Score -1.028657e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 86857 members 
Entering Unmasked Estep 
Score: -10286567.000000 Penalty: 3696.825195
	Iteration 30F: 3 clusters Score -1.028657e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Entering Unmasked Estep 
Score: -373103.968750 Penalty: 1321.993896
	Iteration 0F: 2 clusters Score -373104 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 1670 members 
Entering Unmasked Estep 
Score: -370137.843750 Penalty: 2643.987793
	Iteration 0F: 3 clusters Score -370137.8 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -370869.875000 Penalty: 2643.987793
	Iteration 1F: 3 clusters Score -370869.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -371004.406250 Penalty: 2643.987793
	Iteration 2F: 3 clusters Score -371004.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -371091.250000 Penalty: 2643.987793
	Iteration 3Q: 3 clusters Score -371091.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -371164.718750 Penalty: 2643.987793
	Iteration 4Q: 3 clusters Score -371164.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -371235.968750 Penalty: 2643.987793
	Iteration 5Q: 3 clusters Score -371236 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -371300.312500 Penalty: 2643.987793
	Iteration 6Q: 3 clusters Score -371300.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -371352.781250 Penalty: 2643.987793
	Iteration 7Q: 3 clusters Score -371352.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -371397.843750 Penalty: 2643.987793
	Iteration 8Q: 3 clusters Score -371397.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -371434.906250 Penalty: 2643.987793
	Iteration 9Q: 3 clusters Score -371434.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -371480.687500 Penalty: 2643.987793
	Iteration 10Q: 3 clusters Score -371480.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -371529.968750 Penalty: 2643.987793
	Iteration 11Q: 3 clusters Score -371530 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -371583.343750 Penalty: 2643.987793
	Iteration 12Q: 3 clusters Score -371583.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -371631.281250 Penalty: 2643.987793
	Iteration 13Q: 3 clusters Score -371631.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -371677.656250 Penalty: 2643.987793
	Iteration 14Q: 3 clusters Score -371677.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -371710.281250 Penalty: 2643.987793
	Iteration 15Q: 3 clusters Score -371710.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -371745.218750 Penalty: 2643.987793
	Iteration 16Q: 3 clusters Score -371745.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -371779.125000 Penalty: 2643.987793
	Iteration 17Q: 3 clusters Score -371779.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -371801.218750 Penalty: 2643.987793
	Iteration 18Q: 3 clusters Score -371801.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -371817.750000 Penalty: 2643.987793
	Iteration 19Q: 3 clusters Score -371817.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -371831.625000 Penalty: 2643.987793
	Iteration 20F: 3 clusters Score -371831.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -371838.281250 Penalty: 2643.987793
	Iteration 21Q: 3 clusters Score -371838.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -371842.718750 Penalty: 2643.987793
	Iteration 22Q: 3 clusters Score -371842.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -371850.250000 Penalty: 2643.987793
	Iteration 23Q: 3 clusters Score -371850.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -371860.937500 Penalty: 2643.987793
	Iteration 24Q: 3 clusters Score -371860.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -371870.062500 Penalty: 2643.987793
	Iteration 25Q: 3 clusters Score -371870.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -371879.218750 Penalty: 2643.987793
	Iteration 26Q: 3 clusters Score -371879.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -371886.156250 Penalty: 2643.987793
	Iteration 27Q: 3 clusters Score -371886.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -371888.718750 Penalty: 2643.987793
	Iteration 28Q: 3 clusters Score -371888.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -371890.875000 Penalty: 2643.987793
	Iteration 29Q: 3 clusters Score -371890.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -371892.906250 Penalty: 2643.987793
	Iteration 30Q: 3 clusters Score -371892.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -371894.187500 Penalty: 2643.987793
	Iteration 31Q: 3 clusters Score -371894.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -371895.437500 Penalty: 2643.987793
	Iteration 32Q: 3 clusters Score -371895.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -371895.437500 Penalty: 2643.987793
	Iteration 33F: 3 clusters Score -371895.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (124183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124183 members 
Entering Unmasked Estep 
Score: -14719124.000000 Penalty: 1906.045532
	Iteration 0F: 2 clusters Score -1.471912e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62017 members 
Mstep: Class 2 contains 62166 members 
Entering Unmasked Estep 
Score: -14643370.000000 Penalty: 3812.091064
	Iteration 0F: 3 clusters Score -1.464337e+07 nChanged 59525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60916 members 
Mstep: Class 2 contains 63267 members 
Entering Unmasked Estep 
Score: -14678049.000000 Penalty: 3812.091064
	Iteration 1F: 3 clusters Score -1.467805e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60388 members 
Mstep: Class 2 contains 63795 members 
Entering Unmasked Estep 
Score: -14679041.000000 Penalty: 3812.091064
	Iteration 2Q: 3 clusters Score -1.467904e+07 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59656 members 
Mstep: Class 2 contains 64527 members 
Entering Unmasked Estep 
Score: -14680139.000000 Penalty: 3812.091064
	Iteration 3Q: 3 clusters Score -1.468014e+07 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58739 members 
Mstep: Class 2 contains 65444 members 
Entering Unmasked Estep 
Score: -14681878.000000 Penalty: 3812.091064
	Iteration 4Q: 3 clusters Score -1.468188e+07 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57543 members 
Mstep: Class 2 contains 66640 members 
Entering Unmasked Estep 
Score: -14684699.000000 Penalty: 3812.091064
	Iteration 5Q: 3 clusters Score -1.46847e+07 nChanged 6609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56318 members 
Mstep: Class 2 contains 67865 members 
Entering Unmasked Estep 
Score: -14688826.000000 Penalty: 3812.091064
	Iteration 6F: 3 clusters Score -1.468883e+07 nChanged 7612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55408 members 
Mstep: Class 2 contains 68775 members 
Entering Unmasked Estep 
Score: -14694801.000000 Penalty: 3812.091064
	Iteration 7F: 3 clusters Score -1.46948e+07 nChanged 7971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55271 members 
Mstep: Class 2 contains 68912 members 
Entering Unmasked Estep 
Score: -14700612.000000 Penalty: 3812.091064
	Iteration 8F: 3 clusters Score -1.470061e+07 nChanged 6740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56111 members 
Mstep: Class 2 contains 68072 members 
Entering Unmasked Estep 
Score: -14703989.000000 Penalty: 3812.091064
	Iteration 9F: 3 clusters Score -1.470399e+07 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57357 members 
Mstep: Class 2 contains 66826 members 
Entering Unmasked Estep 
Score: -14705385.000000 Penalty: 3812.091064
	Iteration 10Q: 3 clusters Score -1.470538e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58927 members 
Mstep: Class 2 contains 65256 members 
Entering Unmasked Estep 
Score: -14706588.000000 Penalty: 3812.091064
	Iteration 11Q: 3 clusters Score -1.470659e+07 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60731 members 
Mstep: Class 2 contains 63452 members 
Entering Unmasked Estep 
Score: -14707824.000000 Penalty: 3812.091064
	Iteration 12Q: 3 clusters Score -1.470782e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62949 members 
Mstep: Class 2 contains 61234 members 
Entering Unmasked Estep 
Score: -14709376.000000 Penalty: 3812.091064
	Iteration 13Q: 3 clusters Score -1.470938e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65353 members 
Mstep: Class 2 contains 58830 members 
Entering Unmasked Estep 
Score: -14711376.000000 Penalty: 3812.091064
	Iteration 14Q: 3 clusters Score -1.471138e+07 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68151 members 
Mstep: Class 2 contains 56032 members 
Entering Unmasked Estep 
Score: -14713272.000000 Penalty: 3812.091064
	Iteration 15Q: 3 clusters Score -1.471327e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70916 members 
Mstep: Class 2 contains 53267 members 
Entering Unmasked Estep 
Score: -14715421.000000 Penalty: 3812.091064
	Iteration 16Q: 3 clusters Score -1.471542e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73679 members 
Mstep: Class 2 contains 50504 members 
Entering Unmasked Estep 
Score: -14717223.000000 Penalty: 3812.091064
	Iteration 17Q: 3 clusters Score -1.471722e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76130 members 
Mstep: Class 2 contains 48053 members 
Entering Unmasked Estep 
Score: -14718652.000000 Penalty: 3812.091064
	Iteration 18Q: 3 clusters Score -1.471865e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78415 members 
Mstep: Class 2 contains 45768 members 
Entering Unmasked Estep 
Score: -14719887.000000 Penalty: 3812.091064
	Iteration 19Q: 3 clusters Score -1.471989e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80657 members 
Mstep: Class 2 contains 43526 members 
Entering Unmasked Estep 
Score: -14720843.000000 Penalty: 3812.091064
	Iteration 20F: 3 clusters Score -1.472084e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82825 members 
Mstep: Class 2 contains 41358 members 
Entering Unmasked Estep 
Score: -14721798.000000 Penalty: 3812.091064
	Iteration 21Q: 3 clusters Score -1.47218e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84617 members 
Mstep: Class 2 contains 39566 members 
Entering Unmasked Estep 
Score: -14722466.000000 Penalty: 3812.091064
	Iteration 22Q: 3 clusters Score -1.472247e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86104 members 
Mstep: Class 2 contains 38079 members 
Entering Unmasked Estep 
Score: -14722873.000000 Penalty: 3812.091064
	Iteration 23Q: 3 clusters Score -1.472287e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87259 members 
Mstep: Class 2 contains 36924 members 
Entering Unmasked Estep 
Score: -14723074.000000 Penalty: 3812.091064
	Iteration 24Q: 3 clusters Score -1.472307e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88303 members 
Mstep: Class 2 contains 35880 members 
Entering Unmasked Estep 
Score: -14723244.000000 Penalty: 3812.091064
	Iteration 25Q: 3 clusters Score -1.472324e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89109 members 
Mstep: Class 2 contains 35074 members 
Entering Unmasked Estep 
Score: -14723326.000000 Penalty: 3812.091064
	Iteration 26Q: 3 clusters Score -1.472333e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89848 members 
Mstep: Class 2 contains 34335 members 
Entering Unmasked Estep 
Score: -14723406.000000 Penalty: 3812.091064
	Iteration 27Q: 3 clusters Score -1.472341e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90421 members 
Mstep: Class 2 contains 33762 members 
Entering Unmasked Estep 
Score: -14723506.000000 Penalty: 3812.091064
	Iteration 28Q: 3 clusters Score -1.472351e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90829 members 
Mstep: Class 2 contains 33354 members 
Entering Unmasked Estep 
Score: -14723483.000000 Penalty: 3812.091064
	Iteration 29Q: 3 clusters Score -1.472348e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91239 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -14723482.000000 Penalty: 3812.091064
	Iteration 30Q: 3 clusters Score -1.472348e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91556 members 
Mstep: Class 2 contains 32627 members 
Entering Unmasked Estep 
Score: -14723486.000000 Penalty: 3812.091064
	Iteration 31Q: 3 clusters Score -1.472349e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91884 members 
Mstep: Class 2 contains 32299 members 
Entering Unmasked Estep 
Score: -14723448.000000 Penalty: 3812.091064
	Iteration 32Q: 3 clusters Score -1.472345e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92027 members 
Mstep: Class 2 contains 32156 members 
Entering Unmasked Estep 
Score: -14723444.000000 Penalty: 3812.091064
	Iteration 33Q: 3 clusters Score -1.472344e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92047 members 
Mstep: Class 2 contains 32136 members 
Entering Unmasked Estep 
Score: -14723402.000000 Penalty: 3812.091064
	Iteration 34Q: 3 clusters Score -1.47234e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92066 members 
Mstep: Class 2 contains 32117 members 
Entering Unmasked Estep 
Score: -14723430.000000 Penalty: 3812.091064
	Iteration 35Q: 3 clusters Score -1.472343e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92042 members 
Mstep: Class 2 contains 32141 members 
Entering Unmasked Estep 
Score: -14723417.000000 Penalty: 3812.091064
	Iteration 36Q: 3 clusters Score -1.472342e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92176 members 
Mstep: Class 2 contains 32007 members 
Entering Unmasked Estep 
Score: -14723389.000000 Penalty: 3812.091064
	Iteration 37Q: 3 clusters Score -1.472339e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92313 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -14723391.000000 Penalty: 3812.091064
	Iteration 38Q: 3 clusters Score -1.472339e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92453 members 
Mstep: Class 2 contains 31730 members 
Entering Unmasked Estep 
Score: -14723359.000000 Penalty: 3812.091064
	Iteration 39Q: 3 clusters Score -1.472336e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92418 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
Score: -14723345.000000 Penalty: 3812.091064
	Iteration 40F: 3 clusters Score -1.472334e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92420 members 
Mstep: Class 2 contains 31763 members 
Entering Unmasked Estep 
Score: -14723349.000000 Penalty: 3812.091064
	Iteration 41Q: 3 clusters Score -1.472335e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92408 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -14723343.000000 Penalty: 3812.091064
	Iteration 42Q: 3 clusters Score -1.472334e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92392 members 
Mstep: Class 2 contains 31791 members 
Entering Unmasked Estep 
Score: -14723358.000000 Penalty: 3812.091064
	Iteration 43Q: 3 clusters Score -1.472336e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92366 members 
Mstep: Class 2 contains 31817 members 
Entering Unmasked Estep 
Score: -14723343.000000 Penalty: 3812.091064
	Iteration 44Q: 3 clusters Score -1.472334e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92362 members 
Mstep: Class 2 contains 31821 members 
Entering Unmasked Estep 
Score: -14723346.000000 Penalty: 3812.091064
	Iteration 45Q: 3 clusters Score -1.472335e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92359 members 
Mstep: Class 2 contains 31824 members 
Entering Unmasked Estep 
Score: -14723349.000000 Penalty: 3812.091064
	Iteration 46Q: 3 clusters Score -1.472335e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92352 members 
Mstep: Class 2 contains 31831 members 
Entering Unmasked Estep 
Score: -14723358.000000 Penalty: 3812.091064
	Iteration 47Q: 3 clusters Score -1.472336e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92353 members 
Mstep: Class 2 contains 31830 members 
Entering Unmasked Estep 
Score: -14723343.000000 Penalty: 3812.091064
	Iteration 48Q: 3 clusters Score -1.472334e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92325 members 
Mstep: Class 2 contains 31858 members 
Entering Unmasked Estep 
Score: -14723362.000000 Penalty: 3812.091064
	Iteration 49Q: 3 clusters Score -1.472336e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92335 members 
Mstep: Class 2 contains 31848 members 
Entering Unmasked Estep 
Score: -14723358.000000 Penalty: 3812.091064
	Iteration 50Q: 3 clusters Score -1.472336e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92325 members 
Mstep: Class 2 contains 31858 members 
Entering Unmasked Estep 
Score: -14723384.000000 Penalty: 3812.091064
	Iteration 51Q: 3 clusters Score -1.472338e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92327 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -14723363.000000 Penalty: 3812.091064
	Iteration 52Q: 3 clusters Score -1.472336e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92366 members 
Mstep: Class 2 contains 31817 members 
Entering Unmasked Estep 
Score: -14723341.000000 Penalty: 3812.091064
	Iteration 53Q: 3 clusters Score -1.472334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92359 members 
Mstep: Class 2 contains 31824 members 
Entering Unmasked Estep 
Score: -14723356.000000 Penalty: 3812.091064
	Iteration 54Q: 3 clusters Score -1.472336e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92363 members 
Mstep: Class 2 contains 31820 members 
Entering Unmasked Estep 
Score: -14723339.000000 Penalty: 3812.091064
	Iteration 55Q: 3 clusters Score -1.472334e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92382 members 
Mstep: Class 2 contains 31801 members 
Entering Unmasked Estep 
Score: -14723356.000000 Penalty: 3812.091064
	Iteration 56Q: 3 clusters Score -1.472336e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92443 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -14723361.000000 Penalty: 3812.091064
	Iteration 57Q: 3 clusters Score -1.472336e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92434 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
Score: -14723378.000000 Penalty: 3812.091064
	Iteration 58Q: 3 clusters Score -1.472338e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92483 members 
Mstep: Class 2 contains 31700 members 
Entering Unmasked Estep 
Score: -14723352.000000 Penalty: 3812.091064
	Iteration 59Q: 3 clusters Score -1.472335e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92461 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -14723349.000000 Penalty: 3812.091064
	Iteration 60F: 3 clusters Score -1.472335e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92454 members 
Mstep: Class 2 contains 31729 members 
Entering Unmasked Estep 
Score: -14723364.000000 Penalty: 3812.091064
	Iteration 61Q: 3 clusters Score -1.472336e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92425 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -14723348.000000 Penalty: 3812.091064
	Iteration 62Q: 3 clusters Score -1.472335e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92424 members 
Mstep: Class 2 contains 31759 members 
Entering Unmasked Estep 
Score: -14723359.000000 Penalty: 3812.091064
	Iteration 63Q: 3 clusters Score -1.472336e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92422 members 
Mstep: Class 2 contains 31761 members 
Entering Unmasked Estep 
Score: -14723359.000000 Penalty: 3812.091064
	Iteration 64Q: 3 clusters Score -1.472336e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92445 members 
Mstep: Class 2 contains 31738 members 
Entering Unmasked Estep 
Score: -14723362.000000 Penalty: 3812.091064
	Iteration 65Q: 3 clusters Score -1.472336e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92507 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -14723343.000000 Penalty: 3812.091064
	Iteration 66Q: 3 clusters Score -1.472334e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92563 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -14723337.000000 Penalty: 3812.091064
	Iteration 67Q: 3 clusters Score -1.472334e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92574 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -14723323.000000 Penalty: 3812.091064
	Iteration 68Q: 3 clusters Score -1.472332e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92647 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -14723336.000000 Penalty: 3812.091064
	Iteration 69Q: 3 clusters Score -1.472334e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92655 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -14723361.000000 Penalty: 3812.091064
	Iteration 70Q: 3 clusters Score -1.472336e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92693 members 
Mstep: Class 2 contains 31490 members 
Entering Unmasked Estep 
Score: -14723340.000000 Penalty: 3812.091064
	Iteration 71Q: 3 clusters Score -1.472334e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92691 members 
Mstep: Class 2 contains 31492 members 
Entering Unmasked Estep 
Score: -14723348.000000 Penalty: 3812.091064
	Iteration 72Q: 3 clusters Score -1.472335e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92687 members 
Mstep: Class 2 contains 31496 members 
Entering Unmasked Estep 
Score: -14723338.000000 Penalty: 3812.091064
	Iteration 73Q: 3 clusters Score -1.472334e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92687 members 
Mstep: Class 2 contains 31496 members 
Entering Unmasked Estep 
Score: -14723338.000000 Penalty: 3812.091064
	Iteration 74F: 3 clusters Score -1.472334e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 196914 members 
Mstep: Class 3 contains 82664 members 
Mstep: Class 4 contains 10226 members 
Mstep: Class 5 contains 9725 members 
Mstep: Class 6 contains 36036 members 
Mstep: Class 7 contains 85090 members 
Mstep: Class 8 contains 14647 members 
Mstep: Class 9 contains 37126 members 
Mstep: Class 10 contains 9132 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8881 members 
Mstep: Class 14 contains 699 members 
Mstep: Class 15 contains 19181 members 
Mstep: Class 16 contains 68194 members 
Mstep: Class 17 contains 112376 members 
Mstep: Class 18 contains 87103 members 
Mstep: Class 19 contains 3413 members 
Mstep: Class 20 contains 92687 members 
Mstep: Class 21 contains 33625 members 
Mstep: Class 22 contains 17112 members 
Mstep: Class 23 contains 10567 members 
Mstep: Class 24 contains 3662 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 1113 members 
Mstep: Class 28 contains 89083 members 
Mstep: Class 29 contains 6087 members 
Mstep: Class 30 contains 31496 members 
Mstep: Class 31 contains 23368 members 
Mstep: Class 32 contains 5984 members 
Mstep: Class 33 contains 4772 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1543 members 
Mstep: Class 37 contains 55513 members 
Mstep: Class 38 contains 1246 members 
Mstep: Class 39 contains 111063 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18834 members 
Mstep: Class 44 contains 133401 members 
Mstep: Class 45 contains 24305 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 44111 members 
Mstep: Class 49 contains 13465 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 992 members 
Mstep: Class 52 contains 4568 members 
Mstep: Class 53 contains 76978 members 
Mstep: Class 54 contains 98590 members 
Mstep: Class 55 contains 17685 members 
Entering Unmasked Estep 
Score: -194714752.000000 Penalty: 128338.117188
Splitting cluster 20 changes total score from -194711040.000000 to -194714752.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 21 (33625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33625 members 
Entering Unmasked Estep 
Score: -4026850.500000 Penalty: 1693.741577
	Iteration 0F: 2 clusters Score -4026850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -4004316.000000 Penalty: 3387.483154
	Iteration 0F: 3 clusters Score -4004316 nChanged 15575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -4012690.250000 Penalty: 3387.483154
	Iteration 1F: 3 clusters Score -4012690 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -4012985.000000 Penalty: 3387.483154
	Iteration 2Q: 3 clusters Score -4012985 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -4013256.750000 Penalty: 3387.483154
	Iteration 3Q: 3 clusters Score -4013257 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -4013573.250000 Penalty: 3387.483154
	Iteration 4Q: 3 clusters Score -4013573 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -4013953.750000 Penalty: 3387.483154
	Iteration 5Q: 3 clusters Score -4013954 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -4014430.500000 Penalty: 3387.483154
	Iteration 6Q: 3 clusters Score -4014430 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -4015138.750000 Penalty: 3387.483154
	Iteration 7Q: 3 clusters Score -4015139 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -4016152.250000 Penalty: 3387.483154
	Iteration 8F: 3 clusters Score -4016152 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -4017589.000000 Penalty: 3387.483154
	Iteration 9F: 3 clusters Score -4017589 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -4019323.750000 Penalty: 3387.483154
	Iteration 10F: 3 clusters Score -4019324 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -4021024.250000 Penalty: 3387.483154
	Iteration 11F: 3 clusters Score -4021024 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -4022299.500000 Penalty: 3387.483154
	Iteration 12Q: 3 clusters Score -4022300 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -4023112.250000 Penalty: 3387.483154
	Iteration 13Q: 3 clusters Score -4023112 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30471 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -4023593.750000 Penalty: 3387.483154
	Iteration 14Q: 3 clusters Score -4023594 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -4023934.250000 Penalty: 3387.483154
	Iteration 15Q: 3 clusters Score -4023934 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -4024211.000000 Penalty: 3387.483154
	Iteration 16Q: 3 clusters Score -4024211 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31855 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -4024442.500000 Penalty: 3387.483154
	Iteration 17Q: 3 clusters Score -4024442 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32153 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -4024616.000000 Penalty: 3387.483154
	Iteration 18Q: 3 clusters Score -4024616 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32397 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -4024755.750000 Penalty: 3387.483154
	Iteration 19Q: 3 clusters Score -4024756 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -4024879.000000 Penalty: 3387.483154
	Iteration 20F: 3 clusters Score -4024879 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32737 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -4024980.250000 Penalty: 3387.483154
	Iteration 21Q: 3 clusters Score -4024980 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32858 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -4025073.000000 Penalty: 3387.483154
	Iteration 22Q: 3 clusters Score -4025073 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32955 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4025139.250000 Penalty: 3387.483154
	Iteration 23Q: 3 clusters Score -4025139 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33037 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -4025183.500000 Penalty: 3387.483154
	Iteration 24Q: 3 clusters Score -4025184 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33093 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4025211.250000 Penalty: 3387.483154
	Iteration 25Q: 3 clusters Score -4025211 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4025238.500000 Penalty: 3387.483154
	Iteration 26Q: 3 clusters Score -4025238 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33166 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -4025264.500000 Penalty: 3387.483154
	Iteration 27Q: 3 clusters Score -4025264 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33193 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -4025279.750000 Penalty: 3387.483154
	Iteration 28Q: 3 clusters Score -4025280 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33220 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -4025311.000000 Penalty: 3387.483154
	Iteration 29Q: 3 clusters Score -4025311 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33236 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -4025324.500000 Penalty: 3387.483154
	Iteration 30Q: 3 clusters Score -4025324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33251 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4025332.750000 Penalty: 3387.483154
	Iteration 31Q: 3 clusters Score -4025333 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33265 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4025350.000000 Penalty: 3387.483154
	Iteration 32Q: 3 clusters Score -4025350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33276 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4025354.250000 Penalty: 3387.483154
	Iteration 33Q: 3 clusters Score -4025354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4025356.500000 Penalty: 3387.483154
	Iteration 34Q: 3 clusters Score -4025356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33289 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4025366.000000 Penalty: 3387.483154
	Iteration 35Q: 3 clusters Score -4025366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33299 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4025373.000000 Penalty: 3387.483154
	Iteration 36Q: 3 clusters Score -4025373 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33308 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4025380.000000 Penalty: 3387.483154
	Iteration 37Q: 3 clusters Score -4025380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33311 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -4025385.750000 Penalty: 3387.483154
	Iteration 38Q: 3 clusters Score -4025386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33316 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4025387.750000 Penalty: 3387.483154
	Iteration 39Q: 3 clusters Score -4025388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4025389.500000 Penalty: 3387.483154
	Iteration 40F: 3 clusters Score -4025390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4025388.500000 Penalty: 3387.483154
	Iteration 41Q: 3 clusters Score -4025388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33321 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4025394.500000 Penalty: 3387.483154
	Iteration 42Q: 3 clusters Score -4025394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33322 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4025391.750000 Penalty: 3387.483154
	Iteration 43Q: 3 clusters Score -4025392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33322 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4025391.750000 Penalty: 3387.483154
	Iteration 44F: 3 clusters Score -4025392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Entering Unmasked Estep 
Score: -2055033.375000 Penalty: 1583.974609
	Iteration 0F: 2 clusters Score -2055033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -2043263.125000 Penalty: 3167.949219
	Iteration 0F: 3 clusters Score -2043263 nChanged 7666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -2047406.000000 Penalty: 3167.949219
	Iteration 1F: 3 clusters Score -2047406 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -2047643.375000 Penalty: 3167.949219
	Iteration 2Q: 3 clusters Score -2047643 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -2047821.250000 Penalty: 3167.949219
	Iteration 3Q: 3 clusters Score -2047821 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -2048002.125000 Penalty: 3167.949219
	Iteration 4Q: 3 clusters Score -2048002 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -2048179.375000 Penalty: 3167.949219
	Iteration 5Q: 3 clusters Score -2048179 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -2048391.625000 Penalty: 3167.949219
	Iteration 6Q: 3 clusters Score -2048392 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -2048704.375000 Penalty: 3167.949219
	Iteration 7Q: 3 clusters Score -2048704 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -2049138.125000 Penalty: 3167.949219
	Iteration 8Q: 3 clusters Score -2049138 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -2049726.375000 Penalty: 3167.949219
	Iteration 9F: 3 clusters Score -2049726 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -2050408.875000 Penalty: 3167.949219
	Iteration 10F: 3 clusters Score -2050409 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -2051177.625000 Penalty: 3167.949219
	Iteration 11F: 3 clusters Score -2051178 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2051866.125000 Penalty: 3167.949219
	Iteration 12Q: 3 clusters Score -2051866 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2052470.875000 Penalty: 3167.949219
	Iteration 13Q: 3 clusters Score -2052471 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2052890.750000 Penalty: 3167.949219
	Iteration 14Q: 3 clusters Score -2052891 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2053115.000000 Penalty: 3167.949219
	Iteration 15Q: 3 clusters Score -2053115 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2053261.875000 Penalty: 3167.949219
	Iteration 16Q: 3 clusters Score -2053262 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2053355.750000 Penalty: 3167.949219
	Iteration 17Q: 3 clusters Score -2053356 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2053415.875000 Penalty: 3167.949219
	Iteration 18Q: 3 clusters Score -2053416 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2053455.875000 Penalty: 3167.949219
	Iteration 19Q: 3 clusters Score -2053456 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2053495.375000 Penalty: 3167.949219
	Iteration 20F: 3 clusters Score -2053495 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2053519.250000 Penalty: 3167.949219
	Iteration 21Q: 3 clusters Score -2053519 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2053534.875000 Penalty: 3167.949219
	Iteration 22Q: 3 clusters Score -2053535 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2053554.000000 Penalty: 3167.949219
	Iteration 23Q: 3 clusters Score -2053554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2053561.875000 Penalty: 3167.949219
	Iteration 24Q: 3 clusters Score -2053562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2053579.000000 Penalty: 3167.949219
	Iteration 25Q: 3 clusters Score -2053579 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2053589.250000 Penalty: 3167.949219
	Iteration 26Q: 3 clusters Score -2053589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2053596.125000 Penalty: 3167.949219
	Iteration 27Q: 3 clusters Score -2053596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2053598.750000 Penalty: 3167.949219
	Iteration 28Q: 3 clusters Score -2053599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2053601.000000 Penalty: 3167.949219
	Iteration 29Q: 3 clusters Score -2053601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2053604.375000 Penalty: 3167.949219
	Iteration 30Q: 3 clusters Score -2053604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2053606.125000 Penalty: 3167.949219
	Iteration 31Q: 3 clusters Score -2053606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2053608.750000 Penalty: 3167.949219
	Iteration 32Q: 3 clusters Score -2053609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2053607.875000 Penalty: 3167.949219
	Iteration 33Q: 3 clusters Score -2053608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2053609.875000 Penalty: 3167.949219
	Iteration 34Q: 3 clusters Score -2053610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2053610.875000 Penalty: 3167.949219
	Iteration 35Q: 3 clusters Score -2053611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2053610.875000 Penalty: 3167.949219
	Iteration 36F: 3 clusters Score -2053611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Entering Unmasked Estep 
Score: -1191972.500000 Penalty: 1505.642334
	Iteration 0F: 2 clusters Score -1191972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1184473.625000 Penalty: 3011.284668
	Iteration 0F: 3 clusters Score -1184474 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1186735.000000 Penalty: 3011.284668
	Iteration 1F: 3 clusters Score -1186735 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1186939.000000 Penalty: 3011.284668
	Iteration 2F: 3 clusters Score -1186939 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1187121.750000 Penalty: 3011.284668
	Iteration 3Q: 3 clusters Score -1187122 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1187309.375000 Penalty: 3011.284668
	Iteration 4Q: 3 clusters Score -1187309 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1187500.625000 Penalty: 3011.284668
	Iteration 5Q: 3 clusters Score -1187501 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1187708.625000 Penalty: 3011.284668
	Iteration 6Q: 3 clusters Score -1187709 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1187985.375000 Penalty: 3011.284668
	Iteration 7Q: 3 clusters Score -1187985 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1188323.875000 Penalty: 3011.284668
	Iteration 8F: 3 clusters Score -1188324 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1188718.375000 Penalty: 3011.284668
	Iteration 9F: 3 clusters Score -1188718 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1189140.500000 Penalty: 3011.284668
	Iteration 10F: 3 clusters Score -1189140 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1189596.375000 Penalty: 3011.284668
	Iteration 11F: 3 clusters Score -1189596 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1189964.750000 Penalty: 3011.284668
	Iteration 12Q: 3 clusters Score -1189965 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1190203.250000 Penalty: 3011.284668
	Iteration 13Q: 3 clusters Score -1190203 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1190355.625000 Penalty: 3011.284668
	Iteration 14Q: 3 clusters Score -1190356 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1190453.875000 Penalty: 3011.284668
	Iteration 15Q: 3 clusters Score -1190454 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1190513.250000 Penalty: 3011.284668
	Iteration 16Q: 3 clusters Score -1190513 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1190568.625000 Penalty: 3011.284668
	Iteration 17Q: 3 clusters Score -1190569 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1190607.625000 Penalty: 3011.284668
	Iteration 18Q: 3 clusters Score -1190608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1190632.000000 Penalty: 3011.284668
	Iteration 19Q: 3 clusters Score -1190632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1190642.000000 Penalty: 3011.284668
	Iteration 20F: 3 clusters Score -1190642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1190648.125000 Penalty: 3011.284668
	Iteration 21Q: 3 clusters Score -1190648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1190658.625000 Penalty: 3011.284668
	Iteration 22Q: 3 clusters Score -1190659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1190674.625000 Penalty: 3011.284668
	Iteration 23Q: 3 clusters Score -1190675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1190685.125000 Penalty: 3011.284668
	Iteration 24Q: 3 clusters Score -1190685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1190698.250000 Penalty: 3011.284668
	Iteration 25Q: 3 clusters Score -1190698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1190700.250000 Penalty: 3011.284668
	Iteration 26Q: 3 clusters Score -1190700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1190701.375000 Penalty: 3011.284668
	Iteration 27Q: 3 clusters Score -1190701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1190704.250000 Penalty: 3011.284668
	Iteration 28Q: 3 clusters Score -1190704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1190704.000000 Penalty: 3011.284668
	Iteration 29Q: 3 clusters Score -1190704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1190704.000000 Penalty: 3011.284668
	Iteration 30F: 3 clusters Score -1190704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Entering Unmasked Estep 
Score: -397097.312500 Penalty: 1333.436768
	Iteration 0F: 2 clusters Score -397097.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -393957.218750 Penalty: 2666.873535
	Iteration 0F: 3 clusters Score -393957.2 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -394736.468750 Penalty: 2666.873535
	Iteration 1F: 3 clusters Score -394736.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -394886.187500 Penalty: 2666.873535
	Iteration 2F: 3 clusters Score -394886.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -394971.218750 Penalty: 2666.873535
	Iteration 3Q: 3 clusters Score -394971.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -395021.312500 Penalty: 2666.873535
	Iteration 4Q: 3 clusters Score -395021.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -395058.937500 Penalty: 2666.873535
	Iteration 5Q: 3 clusters Score -395058.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -395086.125000 Penalty: 2666.873535
	Iteration 6Q: 3 clusters Score -395086.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -395107.156250 Penalty: 2666.873535
	Iteration 7Q: 3 clusters Score -395107.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -395126.687500 Penalty: 2666.873535
	Iteration 8Q: 3 clusters Score -395126.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -395144.156250 Penalty: 2666.873535
	Iteration 9Q: 3 clusters Score -395144.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -395157.781250 Penalty: 2666.873535
	Iteration 10Q: 3 clusters Score -395157.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -395171.625000 Penalty: 2666.873535
	Iteration 11Q: 3 clusters Score -395171.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -395182.656250 Penalty: 2666.873535
	Iteration 12Q: 3 clusters Score -395182.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -395191.093750 Penalty: 2666.873535
	Iteration 13Q: 3 clusters Score -395191.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -395199.312500 Penalty: 2666.873535
	Iteration 14Q: 3 clusters Score -395199.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -395211.156250 Penalty: 2666.873535
	Iteration 15Q: 3 clusters Score -395211.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -395219.906250 Penalty: 2666.873535
	Iteration 16Q: 3 clusters Score -395219.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -395226.437500 Penalty: 2666.873535
	Iteration 17Q: 3 clusters Score -395226.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -395236.343750 Penalty: 2666.873535
	Iteration 18Q: 3 clusters Score -395236.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -395246.156250 Penalty: 2666.873535
	Iteration 19Q: 3 clusters Score -395246.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -395259.750000 Penalty: 2666.873535
	Iteration 20F: 3 clusters Score -395259.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -395272.906250 Penalty: 2666.873535
	Iteration 21Q: 3 clusters Score -395272.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -395285.875000 Penalty: 2666.873535
	Iteration 22Q: 3 clusters Score -395285.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -395296.625000 Penalty: 2666.873535
	Iteration 23Q: 3 clusters Score -395296.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -395307.562500 Penalty: 2666.873535
	Iteration 24Q: 3 clusters Score -395307.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -395321.093750 Penalty: 2666.873535
	Iteration 25Q: 3 clusters Score -395321.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -395331.593750 Penalty: 2666.873535
	Iteration 26Q: 3 clusters Score -395331.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -395343.812500 Penalty: 2666.873535
	Iteration 27Q: 3 clusters Score -395343.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -395359.593750 Penalty: 2666.873535
	Iteration 28Q: 3 clusters Score -395359.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -395375.968750 Penalty: 2666.873535
	Iteration 29Q: 3 clusters Score -395376 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -395390.250000 Penalty: 2666.873535
	Iteration 30Q: 3 clusters Score -395390.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -395404.625000 Penalty: 2666.873535
	Iteration 31Q: 3 clusters Score -395404.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -395422.500000 Penalty: 2666.873535
	Iteration 32Q: 3 clusters Score -395422.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -395441.250000 Penalty: 2666.873535
	Iteration 33Q: 3 clusters Score -395441.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -395456.250000 Penalty: 2666.873535
	Iteration 34Q: 3 clusters Score -395456.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -395473.125000 Penalty: 2666.873535
	Iteration 35Q: 3 clusters Score -395473.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -395487.156250 Penalty: 2666.873535
	Iteration 36Q: 3 clusters Score -395487.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -395504.187500 Penalty: 2666.873535
	Iteration 37Q: 3 clusters Score -395504.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -395521.812500 Penalty: 2666.873535
	Iteration 38Q: 3 clusters Score -395521.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -395537.437500 Penalty: 2666.873535
	Iteration 39Q: 3 clusters Score -395537.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -395557.687500 Penalty: 2666.873535
	Iteration 40F: 3 clusters Score -395557.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -395572.031250 Penalty: 2666.873535
	Iteration 41Q: 3 clusters Score -395572 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -395584.687500 Penalty: 2666.873535
	Iteration 42Q: 3 clusters Score -395584.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -395598.281250 Penalty: 2666.873535
	Iteration 43Q: 3 clusters Score -395598.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -395608.656250 Penalty: 2666.873535
	Iteration 44Q: 3 clusters Score -395608.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -395617.031250 Penalty: 2666.873535
	Iteration 45Q: 3 clusters Score -395617 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -395622.625000 Penalty: 2666.873535
	Iteration 46Q: 3 clusters Score -395622.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -395628.718750 Penalty: 2666.873535
	Iteration 47Q: 3 clusters Score -395628.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -395638.968750 Penalty: 2666.873535
	Iteration 48Q: 3 clusters Score -395639 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -395647.593750 Penalty: 2666.873535
	Iteration 49Q: 3 clusters Score -395647.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -395654.750000 Penalty: 2666.873535
	Iteration 50Q: 3 clusters Score -395654.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -395660.031250 Penalty: 2666.873535
	Iteration 51Q: 3 clusters Score -395660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -395664.031250 Penalty: 2666.873535
	Iteration 52Q: 3 clusters Score -395664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -395669.406250 Penalty: 2666.873535
	Iteration 53Q: 3 clusters Score -395669.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -395677.406250 Penalty: 2666.873535
	Iteration 54Q: 3 clusters Score -395677.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -395686.093750 Penalty: 2666.873535
	Iteration 55Q: 3 clusters Score -395686.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -395692.156250 Penalty: 2666.873535
	Iteration 56Q: 3 clusters Score -395692.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -395698.406250 Penalty: 2666.873535
	Iteration 57Q: 3 clusters Score -395698.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -395704.437500 Penalty: 2666.873535
	Iteration 58Q: 3 clusters Score -395704.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -395709.375000 Penalty: 2666.873535
	Iteration 59Q: 3 clusters Score -395709.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -395714.625000 Penalty: 2666.873535
	Iteration 60F: 3 clusters Score -395714.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -395718.937500 Penalty: 2666.873535
	Iteration 61Q: 3 clusters Score -395718.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -395721.812500 Penalty: 2666.873535
	Iteration 62Q: 3 clusters Score -395721.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -395723.531250 Penalty: 2666.873535
	Iteration 63Q: 3 clusters Score -395723.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -395724.718750 Penalty: 2666.873535
	Iteration 64Q: 3 clusters Score -395724.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -395728.593750 Penalty: 2666.873535
	Iteration 65Q: 3 clusters Score -395728.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -395730.468750 Penalty: 2666.873535
	Iteration 66Q: 3 clusters Score -395730.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -395732.062500 Penalty: 2666.873535
	Iteration 67Q: 3 clusters Score -395732.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -395734.250000 Penalty: 2666.873535
	Iteration 68Q: 3 clusters Score -395734.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -395736.718750 Penalty: 2666.873535
	Iteration 69Q: 3 clusters Score -395736.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -395738.812500 Penalty: 2666.873535
	Iteration 70Q: 3 clusters Score -395738.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -395742.187500 Penalty: 2666.873535
	Iteration 71Q: 3 clusters Score -395742.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -395746.125000 Penalty: 2666.873535
	Iteration 72Q: 3 clusters Score -395746.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -395749.125000 Penalty: 2666.873535
	Iteration 73Q: 3 clusters Score -395749.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -395751.156250 Penalty: 2666.873535
	Iteration 74Q: 3 clusters Score -395751.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -395752.375000 Penalty: 2666.873535
	Iteration 75Q: 3 clusters Score -395752.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -395752.843750 Penalty: 2666.873535
	Iteration 76Q: 3 clusters Score -395752.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -395752.968750 Penalty: 2666.873535
	Iteration 77Q: 3 clusters Score -395753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -395753.750000 Penalty: 2666.873535
	Iteration 78Q: 3 clusters Score -395753.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -395753.968750 Penalty: 2666.873535
	Iteration 79Q: 3 clusters Score -395754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -395754.500000 Penalty: 2666.873535
	Iteration 80F: 3 clusters Score -395754.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -395755.843750 Penalty: 2666.873535
	Iteration 81Q: 3 clusters Score -395755.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -395757.062500 Penalty: 2666.873535
	Iteration 82Q: 3 clusters Score -395757.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -395757.593750 Penalty: 2666.873535
	Iteration 83Q: 3 clusters Score -395757.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -395757.593750 Penalty: 2666.873535
	Iteration 84F: 3 clusters Score -395757.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Entering Unmasked Estep 
Score: -77839.500000 Penalty: 1085.842651
	Iteration 0F: 2 clusters Score -77839.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -76602.812500 Penalty: 2171.685303
	Iteration 0F: 3 clusters Score -76602.81 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -77013.273438 Penalty: 2171.685303
	Iteration 1F: 3 clusters Score -77013.27 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -77210.335938 Penalty: 2171.685303
	Iteration 2F: 3 clusters Score -77210.34 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -77347.359375 Penalty: 2171.685303
	Iteration 3F: 3 clusters Score -77347.36 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -77493.140625 Penalty: 2171.685303
	Iteration 4F: 3 clusters Score -77493.14 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -77614.617188 Penalty: 2171.685303
	Iteration 5Q: 3 clusters Score -77614.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -77676.031250 Penalty: 2171.685303
	Iteration 6Q: 3 clusters Score -77676.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -77685.554688 Penalty: 2171.685303
	Iteration 7Q: 3 clusters Score -77685.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -77695.875000 Penalty: 2171.685303
	Iteration 8Q: 3 clusters Score -77695.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -77707.851562 Penalty: 2171.685303
	Iteration 9Q: 3 clusters Score -77707.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -77711.429688 Penalty: 2171.685303
	Iteration 10Q: 3 clusters Score -77711.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -77713.671875 Penalty: 2171.685303
	Iteration 11Q: 3 clusters Score -77713.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -77715.890625 Penalty: 2171.685303
	Iteration 12Q: 3 clusters Score -77715.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -77717.687500 Penalty: 2171.685303
	Iteration 13Q: 3 clusters Score -77717.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -77719.140625 Penalty: 2171.685303
	Iteration 14Q: 3 clusters Score -77719.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -77720.890625 Penalty: 2171.685303
	Iteration 15Q: 3 clusters Score -77720.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -77721.710938 Penalty: 2171.685303
	Iteration 16Q: 3 clusters Score -77721.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -77721.710938 Penalty: 2171.685303
	Iteration 17F: 3 clusters Score -77721.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Entering Unmasked Estep 
Score: -9364.185547 Penalty: 816.380554
	Iteration 0F: 2 clusters Score -9364.186 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 74 members 
Entering Unmasked Estep 
Score: -8732.459961 Penalty: 1632.761108
	Iteration 0F: 3 clusters Score -8732.46 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -8819.255859 Penalty: 1632.761108
	Iteration 1F: 3 clusters Score -8819.256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8848.471680 Penalty: 1632.761108
	Iteration 2F: 3 clusters Score -8848.472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -8854.991211 Penalty: 1632.761108
	Iteration 3Q: 3 clusters Score -8854.991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -8859.796875 Penalty: 1632.761108
	Iteration 4Q: 3 clusters Score -8859.797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8866.004883 Penalty: 1632.761108
	Iteration 5Q: 3 clusters Score -8866.005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -8878.791016 Penalty: 1632.761108
	Iteration 6Q: 3 clusters Score -8878.791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -8891.741211 Penalty: 1632.761108
	Iteration 7Q: 3 clusters Score -8891.741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -8897.287109 Penalty: 1632.761108
	Iteration 8Q: 3 clusters Score -8897.287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -8897.287109 Penalty: 1632.761108
	Iteration 9F: 3 clusters Score -8897.287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Entering Unmasked Estep 
Score: -105027.046875 Penalty: 1139.907349
	Iteration 0F: 2 clusters Score -105027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -103573.828125 Penalty: 2279.814697
	Iteration 0F: 3 clusters Score -103573.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -104409.359375 Penalty: 2279.814697
	Iteration 1F: 3 clusters Score -104409.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -105285.804688 Penalty: 2279.814697
	Iteration 2F: 3 clusters Score -105285.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -105799.867188 Penalty: 2279.814697
	Iteration 3F: 3 clusters Score -105799.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -106123.921875 Penalty: 2279.814697
	Iteration 4F: 3 clusters Score -106123.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -106343.312500 Penalty: 2279.814697
	Iteration 5Q: 3 clusters Score -106343.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -106413.882812 Penalty: 2279.814697
	Iteration 6Q: 3 clusters Score -106413.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -106475.289062 Penalty: 2279.814697
	Iteration 7Q: 3 clusters Score -106475.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -106511.578125 Penalty: 2279.814697
	Iteration 8Q: 3 clusters Score -106511.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -106535.304688 Penalty: 2279.814697
	Iteration 9Q: 3 clusters Score -106535.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -106545.085938 Penalty: 2279.814697
	Iteration 10Q: 3 clusters Score -106545.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -106556.789062 Penalty: 2279.814697
	Iteration 11Q: 3 clusters Score -106556.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -106569.375000 Penalty: 2279.814697
	Iteration 12Q: 3 clusters Score -106569.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -106585.796875 Penalty: 2279.814697
	Iteration 13Q: 3 clusters Score -106585.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -106592.828125 Penalty: 2279.814697
	Iteration 14Q: 3 clusters Score -106592.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -106594.078125 Penalty: 2279.814697
	Iteration 15Q: 3 clusters Score -106594.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -106594.078125 Penalty: 2279.814697
	Iteration 16F: 3 clusters Score -106594.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 196914 members 
Mstep: Class 3 contains 82664 members 
Mstep: Class 4 contains 10226 members 
Mstep: Class 5 contains 9725 members 
Mstep: Class 6 contains 36036 members 
Mstep: Class 7 contains 85090 members 
Mstep: Class 8 contains 14647 members 
Mstep: Class 9 contains 37126 members 
Mstep: Class 10 contains 9132 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8881 members 
Mstep: Class 14 contains 699 members 
Mstep: Class 15 contains 19181 members 
Mstep: Class 16 contains 68194 members 
Mstep: Class 17 contains 112376 members 
Mstep: Class 18 contains 87103 members 
Mstep: Class 19 contains 3413 members 
Mstep: Class 20 contains 92687 members 
Mstep: Class 21 contains 33625 members 
Mstep: Class 22 contains 17112 members 
Mstep: Class 23 contains 10567 members 
Mstep: Class 24 contains 3662 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 89083 members 
Mstep: Class 29 contains 6087 members 
Mstep: Class 30 contains 31496 members 
Mstep: Class 31 contains 23368 members 
Mstep: Class 32 contains 5984 members 
Mstep: Class 33 contains 4772 members 
Mstep: Class 34 contains 470 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1543 members 
Mstep: Class 37 contains 55513 members 
Mstep: Class 38 contains 1246 members 
Mstep: Class 39 contains 111063 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18834 members 
Mstep: Class 44 contains 133401 members 
Mstep: Class 45 contains 24305 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 44111 members 
Mstep: Class 49 contains 13465 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 992 members 
Mstep: Class 52 contains 4568 members 
Mstep: Class 53 contains 76978 members 
Mstep: Class 54 contains 98590 members 
Mstep: Class 55 contains 17685 members 
Mstep: Class 56 contains 554 members 
Entering Unmasked Estep 
Score: -194713760.000000 Penalty: 130671.539062
Splitting cluster 27 changes total score from -194711040.000000 to -194713760.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 28 (89083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89083 members 
Entering Unmasked Estep 
Score: -10527712.000000 Penalty: 1852.065063
	Iteration 0F: 2 clusters Score -1.052771e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44485 members 
Mstep: Class 2 contains 44598 members 
Entering Unmasked Estep 
Score: -10468300.000000 Penalty: 3704.130127
	Iteration 0F: 3 clusters Score -1.04683e+07 nChanged 42505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42928 members 
Mstep: Class 2 contains 46155 members 
Entering Unmasked Estep 
Score: -10492500.000000 Penalty: 3704.130127
	Iteration 1F: 3 clusters Score -1.04925e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42026 members 
Mstep: Class 2 contains 47057 members 
Entering Unmasked Estep 
Score: -10492994.000000 Penalty: 3704.130127
	Iteration 2Q: 3 clusters Score -1.049299e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 48515 members 
Entering Unmasked Estep 
Score: -10493671.000000 Penalty: 3704.130127
	Iteration 3Q: 3 clusters Score -1.049367e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38323 members 
Mstep: Class 2 contains 50760 members 
Entering Unmasked Estep 
Score: -10494569.000000 Penalty: 3704.130127
	Iteration 4Q: 3 clusters Score -1.049457e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35041 members 
Mstep: Class 2 contains 54042 members 
Entering Unmasked Estep 
Score: -10496093.000000 Penalty: 3704.130127
	Iteration 5Q: 3 clusters Score -1.049609e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 58783 members 
Entering Unmasked Estep 
Score: -10498851.000000 Penalty: 3704.130127
	Iteration 6F: 3 clusters Score -1.049885e+07 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 65165 members 
Entering Unmasked Estep 
Score: -10503530.000000 Penalty: 3704.130127
	Iteration 7F: 3 clusters Score -1.050353e+07 nChanged 7470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 72627 members 
Entering Unmasked Estep 
Score: -10510153.000000 Penalty: 3704.130127
	Iteration 8F: 3 clusters Score -1.051015e+07 nChanged 7042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 79667 members 
Entering Unmasked Estep 
Score: -10517028.000000 Penalty: 3704.130127
	Iteration 9F: 3 clusters Score -1.051703e+07 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 84630 members 
Entering Unmasked Estep 
Score: -10521950.000000 Penalty: 3704.130127
	Iteration 10F: 3 clusters Score -1.052195e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 87277 members 
Entering Unmasked Estep 
Score: -10524437.000000 Penalty: 3704.130127
	Iteration 11Q: 3 clusters Score -1.052444e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 88370 members 
Entering Unmasked Estep 
Score: -10525424.000000 Penalty: 3704.130127
	Iteration 12Q: 3 clusters Score -1.052542e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 88744 members 
Entering Unmasked Estep 
Score: -10525784.000000 Penalty: 3704.130127
	Iteration 13Q: 3 clusters Score -1.052578e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 88860 members 
Entering Unmasked Estep 
Score: -10525926.000000 Penalty: 3704.130127
	Iteration 14Q: 3 clusters Score -1.052593e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 88896 members 
Entering Unmasked Estep 
Score: -10525983.000000 Penalty: 3704.130127
	Iteration 15Q: 3 clusters Score -1.052598e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 88908 members 
Entering Unmasked Estep 
Score: -10525994.000000 Penalty: 3704.130127
	Iteration 16Q: 3 clusters Score -1.052599e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 88915 members 
Entering Unmasked Estep 
Score: -10526020.000000 Penalty: 3704.130127
	Iteration 17Q: 3 clusters Score -1.052602e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 88919 members 
Entering Unmasked Estep 
Score: -10526030.000000 Penalty: 3704.130127
	Iteration 18Q: 3 clusters Score -1.052603e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 88923 members 
Entering Unmasked Estep 
Score: -10526036.000000 Penalty: 3704.130127
	Iteration 19Q: 3 clusters Score -1.052604e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 88925 members 
Entering Unmasked Estep 
Score: -10526054.000000 Penalty: 3704.130127
	Iteration 20F: 3 clusters Score -1.052605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 88928 members 
Entering Unmasked Estep 
Score: -10526063.000000 Penalty: 3704.130127
	Iteration 21Q: 3 clusters Score -1.052606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 88928 members 
Entering Unmasked Estep 
Score: -10526062.000000 Penalty: 3704.130127
	Iteration 22Q: 3 clusters Score -1.052606e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 88929 members 
Entering Unmasked Estep 
Score: -10526061.000000 Penalty: 3704.130127
	Iteration 23Q: 3 clusters Score -1.052606e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 88929 members 
Entering Unmasked Estep 
Score: -10526061.000000 Penalty: 3704.130127
	Iteration 24F: 3 clusters Score -1.052606e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Entering Unmasked Estep 
Score: -616251.500000 Penalty: 1416.010498
	Iteration 0F: 2 clusters Score -616251.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -611594.312500 Penalty: 2832.020996
	Iteration 0F: 3 clusters Score -611594.3 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -613047.812500 Penalty: 2832.020996
	Iteration 1F: 3 clusters Score -613047.8 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -613327.812500 Penalty: 2832.020996
	Iteration 2F: 3 clusters Score -613327.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -613573.687500 Penalty: 2832.020996
	Iteration 3F: 3 clusters Score -613573.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -613797.875000 Penalty: 2832.020996
	Iteration 4F: 3 clusters Score -613797.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -614008.375000 Penalty: 2832.020996
	Iteration 5F: 3 clusters Score -614008.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -614199.250000 Penalty: 2832.020996
	Iteration 6Q: 3 clusters Score -614199.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -614371.562500 Penalty: 2832.020996
	Iteration 7Q: 3 clusters Score -614371.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -614512.875000 Penalty: 2832.020996
	Iteration 8Q: 3 clusters Score -614512.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -614633.000000 Penalty: 2832.020996
	Iteration 9Q: 3 clusters Score -614633 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -614728.625000 Penalty: 2832.020996
	Iteration 10Q: 3 clusters Score -614728.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -614826.687500 Penalty: 2832.020996
	Iteration 11Q: 3 clusters Score -614826.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -614915.125000 Penalty: 2832.020996
	Iteration 12Q: 3 clusters Score -614915.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -614995.062500 Penalty: 2832.020996
	Iteration 13Q: 3 clusters Score -614995.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -615057.437500 Penalty: 2832.020996
	Iteration 14Q: 3 clusters Score -615057.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -615126.062500 Penalty: 2832.020996
	Iteration 15Q: 3 clusters Score -615126.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -615214.000000 Penalty: 2832.020996
	Iteration 16Q: 3 clusters Score -615214 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -615290.812500 Penalty: 2832.020996
	Iteration 17Q: 3 clusters Score -615290.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -615353.375000 Penalty: 2832.020996
	Iteration 18Q: 3 clusters Score -615353.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -615393.625000 Penalty: 2832.020996
	Iteration 19Q: 3 clusters Score -615393.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -615425.687500 Penalty: 2832.020996
	Iteration 20F: 3 clusters Score -615425.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -615444.375000 Penalty: 2832.020996
	Iteration 21Q: 3 clusters Score -615444.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -615460.875000 Penalty: 2832.020996
	Iteration 22Q: 3 clusters Score -615460.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -615469.937500 Penalty: 2832.020996
	Iteration 23Q: 3 clusters Score -615469.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -615479.000000 Penalty: 2832.020996
	Iteration 24Q: 3 clusters Score -615479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -615484.875000 Penalty: 2832.020996
	Iteration 25Q: 3 clusters Score -615484.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -615492.125000 Penalty: 2832.020996
	Iteration 26Q: 3 clusters Score -615492.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -615496.062500 Penalty: 2832.020996
	Iteration 27Q: 3 clusters Score -615496.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -615499.687500 Penalty: 2832.020996
	Iteration 28Q: 3 clusters Score -615499.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -615501.250000 Penalty: 2832.020996
	Iteration 29Q: 3 clusters Score -615501.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -615503.437500 Penalty: 2832.020996
	Iteration 30Q: 3 clusters Score -615503.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -615507.437500 Penalty: 2832.020996
	Iteration 31Q: 3 clusters Score -615507.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -615512.187500 Penalty: 2832.020996
	Iteration 32Q: 3 clusters Score -615512.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -615516.812500 Penalty: 2832.020996
	Iteration 33Q: 3 clusters Score -615516.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -615520.187500 Penalty: 2832.020996
	Iteration 34Q: 3 clusters Score -615520.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -615522.562500 Penalty: 2832.020996
	Iteration 35Q: 3 clusters Score -615522.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -615523.562500 Penalty: 2832.020996
	Iteration 36Q: 3 clusters Score -615523.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -615524.312500 Penalty: 2832.020996
	Iteration 37Q: 3 clusters Score -615524.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -615526.125000 Penalty: 2832.020996
	Iteration 38Q: 3 clusters Score -615526.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -615528.312500 Penalty: 2832.020996
	Iteration 39Q: 3 clusters Score -615528.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -615528.312500 Penalty: 2832.020996
	Iteration 40F: 3 clusters Score -615528.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (23368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Entering Unmasked Estep 
Score: -2727298.500000 Penalty: 1634.607544
	Iteration 0F: 2 clusters Score -2727298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -2711349.000000 Penalty: 3269.215088
	Iteration 0F: 3 clusters Score -2711349 nChanged 10811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -2717248.500000 Penalty: 3269.215088
	Iteration 1F: 3 clusters Score -2717248 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -2717525.000000 Penalty: 3269.215088
	Iteration 2Q: 3 clusters Score -2717525 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -2717742.250000 Penalty: 3269.215088
	Iteration 3Q: 3 clusters Score -2717742 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -2717944.500000 Penalty: 3269.215088
	Iteration 4Q: 3 clusters Score -2717944 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -2718157.750000 Penalty: 3269.215088
	Iteration 5Q: 3 clusters Score -2718158 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -2718447.000000 Penalty: 3269.215088
	Iteration 6Q: 3 clusters Score -2718447 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -2718794.000000 Penalty: 3269.215088
	Iteration 7Q: 3 clusters Score -2718794 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -2719320.500000 Penalty: 3269.215088
	Iteration 8Q: 3 clusters Score -2719320 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -2720081.500000 Penalty: 3269.215088
	Iteration 9F: 3 clusters Score -2720082 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -2721185.000000 Penalty: 3269.215088
	Iteration 10F: 3 clusters Score -2721185 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -2722579.750000 Penalty: 3269.215088
	Iteration 11F: 3 clusters Score -2722580 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2723906.000000 Penalty: 3269.215088
	Iteration 12F: 3 clusters Score -2723906 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2724935.750000 Penalty: 3269.215088
	Iteration 13Q: 3 clusters Score -2724936 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2725451.750000 Penalty: 3269.215088
	Iteration 14Q: 3 clusters Score -2725452 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2725651.500000 Penalty: 3269.215088
	Iteration 15Q: 3 clusters Score -2725652 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -2725738.750000 Penalty: 3269.215088
	Iteration 16Q: 3 clusters Score -2725739 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -2725793.250000 Penalty: 3269.215088
	Iteration 17Q: 3 clusters Score -2725793 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -2725817.750000 Penalty: 3269.215088
	Iteration 18Q: 3 clusters Score -2725818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -2725833.000000 Penalty: 3269.215088
	Iteration 19Q: 3 clusters Score -2725833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -2725843.000000 Penalty: 3269.215088
	Iteration 20F: 3 clusters Score -2725843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -2725850.750000 Penalty: 3269.215088
	Iteration 21Q: 3 clusters Score -2725851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -2725860.750000 Penalty: 3269.215088
	Iteration 22Q: 3 clusters Score -2725861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -2725867.750000 Penalty: 3269.215088
	Iteration 23Q: 3 clusters Score -2725868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -2725866.750000 Penalty: 3269.215088
	Iteration 24Q: 3 clusters Score -2725867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -2725869.750000 Penalty: 3269.215088
	Iteration 25Q: 3 clusters Score -2725870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -2725869.750000 Penalty: 3269.215088
	Iteration 26F: 3 clusters Score -2725870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Entering Unmasked Estep 
Score: -695715.187500 Penalty: 1413.237183
	Iteration 0F: 2 clusters Score -695715.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -691099.687500 Penalty: 2826.474365
	Iteration 0F: 3 clusters Score -691099.7 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -692419.125000 Penalty: 2826.474365
	Iteration 1F: 3 clusters Score -692419.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -692586.687500 Penalty: 2826.474365
	Iteration 2F: 3 clusters Score -692586.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -692706.187500 Penalty: 2826.474365
	Iteration 3Q: 3 clusters Score -692706.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -692812.312500 Penalty: 2826.474365
	Iteration 4Q: 3 clusters Score -692812.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -692911.062500 Penalty: 2826.474365
	Iteration 5Q: 3 clusters Score -692911.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -693006.375000 Penalty: 2826.474365
	Iteration 6Q: 3 clusters Score -693006.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -693101.250000 Penalty: 2826.474365
	Iteration 7Q: 3 clusters Score -693101.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -693217.687500 Penalty: 2826.474365
	Iteration 8Q: 3 clusters Score -693217.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -693343.687500 Penalty: 2826.474365
	Iteration 9Q: 3 clusters Score -693343.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -693485.562500 Penalty: 2826.474365
	Iteration 10Q: 3 clusters Score -693485.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -693646.750000 Penalty: 2826.474365
	Iteration 11Q: 3 clusters Score -693646.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -693798.000000 Penalty: 2826.474365
	Iteration 12Q: 3 clusters Score -693798 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -693929.125000 Penalty: 2826.474365
	Iteration 13Q: 3 clusters Score -693929.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -694060.687500 Penalty: 2826.474365
	Iteration 14Q: 3 clusters Score -694060.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -694171.437500 Penalty: 2826.474365
	Iteration 15Q: 3 clusters Score -694171.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -694253.812500 Penalty: 2826.474365
	Iteration 16Q: 3 clusters Score -694253.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -694338.000000 Penalty: 2826.474365
	Iteration 17Q: 3 clusters Score -694338 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -694386.812500 Penalty: 2826.474365
	Iteration 18Q: 3 clusters Score -694386.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -694412.562500 Penalty: 2826.474365
	Iteration 19Q: 3 clusters Score -694412.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -694437.187500 Penalty: 2826.474365
	Iteration 20F: 3 clusters Score -694437.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -694451.187500 Penalty: 2826.474365
	Iteration 21Q: 3 clusters Score -694451.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -694459.875000 Penalty: 2826.474365
	Iteration 22Q: 3 clusters Score -694459.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -694466.250000 Penalty: 2826.474365
	Iteration 23Q: 3 clusters Score -694466.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -694470.375000 Penalty: 2826.474365
	Iteration 24Q: 3 clusters Score -694470.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -694471.187500 Penalty: 2826.474365
	Iteration 25Q: 3 clusters Score -694471.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -694473.812500 Penalty: 2826.474365
	Iteration 26Q: 3 clusters Score -694473.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -694475.812500 Penalty: 2826.474365
	Iteration 27Q: 3 clusters Score -694475.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -694477.125000 Penalty: 2826.474365
	Iteration 28Q: 3 clusters Score -694477.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -694479.625000 Penalty: 2826.474365
	Iteration 29Q: 3 clusters Score -694479.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -694479.750000 Penalty: 2826.474365
	Iteration 30Q: 3 clusters Score -694479.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -694479.187500 Penalty: 2826.474365
	Iteration 31Q: 3 clusters Score -694479.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -694479.687500 Penalty: 2826.474365
	Iteration 32Q: 3 clusters Score -694479.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -694479.312500 Penalty: 2826.474365
	Iteration 33Q: 3 clusters Score -694479.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -694479.812500 Penalty: 2826.474365
	Iteration 34Q: 3 clusters Score -694479.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -694479.812500 Penalty: 2826.474365
	Iteration 35F: 3 clusters Score -694479.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (4772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Entering Unmasked Estep 
Score: -559381.687500 Penalty: 1376.459717
	Iteration 0F: 2 clusters Score -559381.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -555544.062500 Penalty: 2752.919434
	Iteration 0F: 3 clusters Score -555544.1 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -556585.250000 Penalty: 2752.919434
	Iteration 1F: 3 clusters Score -556585.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -556807.187500 Penalty: 2752.919434
	Iteration 2F: 3 clusters Score -556807.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -557004.625000 Penalty: 2752.919434
	Iteration 3F: 3 clusters Score -557004.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -557162.937500 Penalty: 2752.919434
	Iteration 4Q: 3 clusters Score -557162.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -557307.750000 Penalty: 2752.919434
	Iteration 5Q: 3 clusters Score -557307.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -557477.750000 Penalty: 2752.919434
	Iteration 6Q: 3 clusters Score -557477.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -557647.312500 Penalty: 2752.919434
	Iteration 7F: 3 clusters Score -557647.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -557803.187500 Penalty: 2752.919434
	Iteration 8Q: 3 clusters Score -557803.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -557934.125000 Penalty: 2752.919434
	Iteration 9Q: 3 clusters Score -557934.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -558077.937500 Penalty: 2752.919434
	Iteration 10Q: 3 clusters Score -558077.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -558201.375000 Penalty: 2752.919434
	Iteration 11Q: 3 clusters Score -558201.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -558294.875000 Penalty: 2752.919434
	Iteration 12Q: 3 clusters Score -558294.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -558352.625000 Penalty: 2752.919434
	Iteration 13Q: 3 clusters Score -558352.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -558398.125000 Penalty: 2752.919434
	Iteration 14Q: 3 clusters Score -558398.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -558412.187500 Penalty: 2752.919434
	Iteration 15Q: 3 clusters Score -558412.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -558422.875000 Penalty: 2752.919434
	Iteration 16Q: 3 clusters Score -558422.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -558424.812500 Penalty: 2752.919434
	Iteration 17Q: 3 clusters Score -558424.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -558425.937500 Penalty: 2752.919434
	Iteration 18Q: 3 clusters Score -558425.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -558427.250000 Penalty: 2752.919434
	Iteration 19Q: 3 clusters Score -558427.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -558428.625000 Penalty: 2752.919434
	Iteration 20F: 3 clusters Score -558428.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -558429.937500 Penalty: 2752.919434
	Iteration 21Q: 3 clusters Score -558429.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -558430.875000 Penalty: 2752.919434
	Iteration 22Q: 3 clusters Score -558430.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -558431.437500 Penalty: 2752.919434
	Iteration 23Q: 3 clusters Score -558431.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -558433.562500 Penalty: 2752.919434
	Iteration 24Q: 3 clusters Score -558433.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -558435.750000 Penalty: 2752.919434
	Iteration 25Q: 3 clusters Score -558435.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -558435.625000 Penalty: 2752.919434
	Iteration 26Q: 3 clusters Score -558435.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -558436.437500 Penalty: 2752.919434
	Iteration 27Q: 3 clusters Score -558436.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -558436.437500 Penalty: 2752.919434
	Iteration 28Q: 3 clusters Score -558436.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -558437.562500 Penalty: 2752.919434
	Iteration 29Q: 3 clusters Score -558437.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -558437.562500 Penalty: 2752.919434
	Iteration 30F: 3 clusters Score -558437.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -29902.183594 Penalty: 999.819092
	Iteration 0F: 2 clusters Score -29902.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -29037.960938 Penalty: 1999.638184
	Iteration 0F: 3 clusters Score -29037.96 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -29417.662109 Penalty: 1999.638184
	Iteration 1F: 3 clusters Score -29417.66 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -29747.412109 Penalty: 1999.638184
	Iteration 2F: 3 clusters Score -29747.41 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -29980.986328 Penalty: 1999.638184
	Iteration 3F: 3 clusters Score -29980.99 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -30127.667969 Penalty: 1999.638184
	Iteration 4F: 3 clusters Score -30127.67 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -30197.906250 Penalty: 1999.638184
	Iteration 5Q: 3 clusters Score -30197.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -30226.441406 Penalty: 1999.638184
	Iteration 6Q: 3 clusters Score -30226.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -30236.195312 Penalty: 1999.638184
	Iteration 7Q: 3 clusters Score -30236.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -30237.119141 Penalty: 1999.638184
	Iteration 8Q: 3 clusters Score -30237.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -30237.119141 Penalty: 1999.638184
	Iteration 9F: 3 clusters Score -30237.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 196914 members 
Mstep: Class 3 contains 82664 members 
Mstep: Class 4 contains 10226 members 
Mstep: Class 5 contains 9725 members 
Mstep: Class 6 contains 36036 members 
Mstep: Class 7 contains 85090 members 
Mstep: Class 8 contains 14647 members 
Mstep: Class 9 contains 37126 members 
Mstep: Class 10 contains 9132 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8881 members 
Mstep: Class 14 contains 699 members 
Mstep: Class 15 contains 19181 members 
Mstep: Class 16 contains 68194 members 
Mstep: Class 17 contains 112376 members 
Mstep: Class 18 contains 87103 members 
Mstep: Class 19 contains 3413 members 
Mstep: Class 20 contains 92687 members 
Mstep: Class 21 contains 33625 members 
Mstep: Class 22 contains 17112 members 
Mstep: Class 23 contains 10567 members 
Mstep: Class 24 contains 3662 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 89083 members 
Mstep: Class 29 contains 6087 members 
Mstep: Class 30 contains 31496 members 
Mstep: Class 31 contains 23368 members 
Mstep: Class 32 contains 5984 members 
Mstep: Class 33 contains 4772 members 
Mstep: Class 34 contains 331 members 
Mstep: Class 35 contains 344 members 
Mstep: Class 36 contains 1543 members 
Mstep: Class 37 contains 55513 members 
Mstep: Class 38 contains 1246 members 
Mstep: Class 39 contains 111063 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18834 members 
Mstep: Class 44 contains 133401 members 
Mstep: Class 45 contains 24305 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 44111 members 
Mstep: Class 49 contains 13465 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 992 members 
Mstep: Class 52 contains 4568 members 
Mstep: Class 53 contains 76978 members 
Mstep: Class 54 contains 98590 members 
Mstep: Class 55 contains 17685 members 
Mstep: Class 56 contains 554 members 
Mstep: Class 57 contains 139 members 
Entering Unmasked Estep 
Score: -194712496.000000 Penalty: 133004.953125
Splitting cluster 34 changes total score from -194711040.000000 to -194712496.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 35 (344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Entering Unmasked Estep 
Score: -22951.667969 Penalty: 949.104248
	Iteration 0F: 2 clusters Score -22951.67 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 182 members 
Entering Unmasked Estep 
Score: -22140.271484 Penalty: 1898.208496
	Iteration 0F: 3 clusters Score -22140.27 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -22378.882812 Penalty: 1898.208496
	Iteration 1F: 3 clusters Score -22378.88 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -22493.830078 Penalty: 1898.208496
	Iteration 2F: 3 clusters Score -22493.83 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -22621.974609 Penalty: 1898.208496
	Iteration 3F: 3 clusters Score -22621.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -22700.664062 Penalty: 1898.208496
	Iteration 4Q: 3 clusters Score -22700.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -22788.363281 Penalty: 1898.208496
	Iteration 5Q: 3 clusters Score -22788.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -22806.277344 Penalty: 1898.208496
	Iteration 6Q: 3 clusters Score -22806.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -22853.376953 Penalty: 1898.208496
	Iteration 7Q: 3 clusters Score -22853.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -22925.003906 Penalty: 1898.208496
	Iteration 8Q: 3 clusters Score -22925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -22934.337891 Penalty: 1898.208496
	Iteration 9Q: 3 clusters Score -22934.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -22941.070312 Penalty: 1898.208496
	Iteration 10Q: 3 clusters Score -22941.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22944.160156 Penalty: 1898.208496
	Iteration 11Q: 3 clusters Score -22944.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -22949.070312 Penalty: 1898.208496
	Iteration 12Q: 3 clusters Score -22949.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -22950.220703 Penalty: 1898.208496
	Iteration 13Q: 3 clusters Score -22950.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -22952.373047 Penalty: 1898.208496
	Iteration 14Q: 3 clusters Score -22952.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -22955.031250 Penalty: 1898.208496
	Iteration 15Q: 3 clusters Score -22955.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -22955.824219 Penalty: 1898.208496
	Iteration 16Q: 3 clusters Score -22955.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -22955.824219 Penalty: 1898.208496
	Iteration 17F: 3 clusters Score -22955.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 196914 members 
Mstep: Class 3 contains 82664 members 
Mstep: Class 4 contains 10226 members 
Mstep: Class 5 contains 9725 members 
Mstep: Class 6 contains 36036 members 
Mstep: Class 7 contains 85090 members 
Mstep: Class 8 contains 14647 members 
Mstep: Class 9 contains 37126 members 
Mstep: Class 10 contains 9132 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8881 members 
Mstep: Class 14 contains 699 members 
Mstep: Class 15 contains 19181 members 
Mstep: Class 16 contains 68194 members 
Mstep: Class 17 contains 112376 members 
Mstep: Class 18 contains 87103 members 
Mstep: Class 19 contains 3413 members 
Mstep: Class 20 contains 92687 members 
Mstep: Class 21 contains 33625 members 
Mstep: Class 22 contains 17112 members 
Mstep: Class 23 contains 10567 members 
Mstep: Class 24 contains 3662 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 89083 members 
Mstep: Class 29 contains 6087 members 
Mstep: Class 30 contains 31496 members 
Mstep: Class 31 contains 23368 members 
Mstep: Class 32 contains 5984 members 
Mstep: Class 33 contains 4772 members 
Mstep: Class 34 contains 331 members 
Mstep: Class 35 contains 181 members 
Mstep: Class 36 contains 1543 members 
Mstep: Class 37 contains 55513 members 
Mstep: Class 38 contains 1246 members 
Mstep: Class 39 contains 111063 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18834 members 
Mstep: Class 44 contains 133401 members 
Mstep: Class 45 contains 24305 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 44111 members 
Mstep: Class 49 contains 13465 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 992 members 
Mstep: Class 52 contains 4568 members 
Mstep: Class 53 contains 76978 members 
Mstep: Class 54 contains 98590 members 
Mstep: Class 55 contains 17685 members 
Mstep: Class 56 contains 554 members 
Mstep: Class 57 contains 139 members 
Mstep: Class 58 contains 163 members 
Entering Unmasked Estep 
Score: -194711552.000000 Penalty: 135338.375000
Splitting cluster 35 changes total score from -194711040.000000 to -194711552.000000
So it's getting split into cluster 58.
Entering ConstructFrom: 
Trying to split cluster 36 (1543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Entering Unmasked Estep 
Score: -165968.125000 Penalty: 1192.991211
	Iteration 0F: 2 clusters Score -165968.1 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 769 members 
Entering Unmasked Estep 
Score: -164184.156250 Penalty: 2385.982422
	Iteration 0F: 3 clusters Score -164184.2 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -164540.234375 Penalty: 2385.982422
	Iteration 1F: 3 clusters Score -164540.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -164683.640625 Penalty: 2385.982422
	Iteration 2F: 3 clusters Score -164683.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -164794.609375 Penalty: 2385.982422
	Iteration 3F: 3 clusters Score -164794.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -164877.640625 Penalty: 2385.982422
	Iteration 4Q: 3 clusters Score -164877.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -164939.906250 Penalty: 2385.982422
	Iteration 5Q: 3 clusters Score -164939.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -164981.296875 Penalty: 2385.982422
	Iteration 6Q: 3 clusters Score -164981.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -165020.984375 Penalty: 2385.982422
	Iteration 7Q: 3 clusters Score -165021 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -165082.250000 Penalty: 2385.982422
	Iteration 8Q: 3 clusters Score -165082.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -165132.500000 Penalty: 2385.982422
	Iteration 9Q: 3 clusters Score -165132.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -165151.562500 Penalty: 2385.982422
	Iteration 10Q: 3 clusters Score -165151.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -165170.546875 Penalty: 2385.982422
	Iteration 11Q: 3 clusters Score -165170.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -165181.953125 Penalty: 2385.982422
	Iteration 12Q: 3 clusters Score -165182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -165194.812500 Penalty: 2385.982422
	Iteration 13Q: 3 clusters Score -165194.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -165209.765625 Penalty: 2385.982422
	Iteration 14Q: 3 clusters Score -165209.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -165224.281250 Penalty: 2385.982422
	Iteration 15Q: 3 clusters Score -165224.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -165239.562500 Penalty: 2385.982422
	Iteration 16Q: 3 clusters Score -165239.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -165252.875000 Penalty: 2385.982422
	Iteration 17Q: 3 clusters Score -165252.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -165259.921875 Penalty: 2385.982422
	Iteration 18Q: 3 clusters Score -165259.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -165264.578125 Penalty: 2385.982422
	Iteration 19Q: 3 clusters Score -165264.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -165270.203125 Penalty: 2385.982422
	Iteration 20F: 3 clusters Score -165270.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -165273.265625 Penalty: 2385.982422
	Iteration 21Q: 3 clusters Score -165273.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -165275.781250 Penalty: 2385.982422
	Iteration 22Q: 3 clusters Score -165275.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -165276.390625 Penalty: 2385.982422
	Iteration 23Q: 3 clusters Score -165276.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -165276.390625 Penalty: 2385.982422
	Iteration 24F: 3 clusters Score -165276.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (55513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55513 members 
Entering Unmasked Estep 
Score: -6489632.000000 Penalty: 1775.210571
	Iteration 0F: 2 clusters Score -6489632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -6452623.000000 Penalty: 3550.421143
	Iteration 0F: 3 clusters Score -6452623 nChanged 26109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 30007 members 
Entering Unmasked Estep 
Score: -6467222.500000 Penalty: 3550.421143
	Iteration 1F: 3 clusters Score -6467222 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -6467889.000000 Penalty: 3550.421143
	Iteration 2Q: 3 clusters Score -6467889 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 33591 members 
Entering Unmasked Estep 
Score: -6468920.500000 Penalty: 3550.421143
	Iteration 3Q: 3 clusters Score -6468920 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 36752 members 
Entering Unmasked Estep 
Score: -6470723.500000 Penalty: 3550.421143
	Iteration 4F: 3 clusters Score -6470724 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 41130 members 
Entering Unmasked Estep 
Score: -6474061.000000 Penalty: 3550.421143
	Iteration 5F: 3 clusters Score -6474061 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 46341 members 
Entering Unmasked Estep 
Score: -6478803.000000 Penalty: 3550.421143
	Iteration 6F: 3 clusters Score -6478803 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 51057 members 
Entering Unmasked Estep 
Score: -6483590.000000 Penalty: 3550.421143
	Iteration 7F: 3 clusters Score -6483590 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 53970 members 
Entering Unmasked Estep 
Score: -6486526.000000 Penalty: 3550.421143
	Iteration 8F: 3 clusters Score -6486526 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 55056 members 
Entering Unmasked Estep 
Score: -6487568.000000 Penalty: 3550.421143
	Iteration 9Q: 3 clusters Score -6487568 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 55320 members 
Entering Unmasked Estep 
Score: -6487878.500000 Penalty: 3550.421143
	Iteration 10Q: 3 clusters Score -6487878 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 55366 members 
Entering Unmasked Estep 
Score: -6487975.000000 Penalty: 3550.421143
	Iteration 11Q: 3 clusters Score -6487975 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 55380 members 
Entering Unmasked Estep 
Score: -6488010.500000 Penalty: 3550.421143
	Iteration 12Q: 3 clusters Score -6488010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 55380 members 
Entering Unmasked Estep 
Score: -6488029.000000 Penalty: 3550.421143
	Iteration 13Q: 3 clusters Score -6488029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 55379 members 
Entering Unmasked Estep 
Score: -6488036.500000 Penalty: 3550.421143
	Iteration 14Q: 3 clusters Score -6488036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 55382 members 
Entering Unmasked Estep 
Score: -6488033.000000 Penalty: 3550.421143
	Iteration 15Q: 3 clusters Score -6488033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 55381 members 
Entering Unmasked Estep 
Score: -6488043.500000 Penalty: 3550.421143
	Iteration 16Q: 3 clusters Score -6488044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 55380 members 
Entering Unmasked Estep 
Score: -6488040.500000 Penalty: 3550.421143
	Iteration 17Q: 3 clusters Score -6488040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 55380 members 
Entering Unmasked Estep 
Score: -6488040.500000 Penalty: 3550.421143
	Iteration 18F: 3 clusters Score -6488040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Entering Unmasked Estep 
Score: -122930.921875 Penalty: 1158.250244
	Iteration 0F: 2 clusters Score -122930.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -121315.523438 Penalty: 2316.500488
	Iteration 0F: 3 clusters Score -121315.5 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -121628.781250 Penalty: 2316.500488
	Iteration 1F: 3 clusters Score -121628.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -121802.718750 Penalty: 2316.500488
	Iteration 2F: 3 clusters Score -121802.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -121956.390625 Penalty: 2316.500488
	Iteration 3F: 3 clusters Score -121956.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -122023.945312 Penalty: 2316.500488
	Iteration 4F: 3 clusters Score -122023.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -122069.039062 Penalty: 2316.500488
	Iteration 5Q: 3 clusters Score -122069 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -122106.320312 Penalty: 2316.500488
	Iteration 6Q: 3 clusters Score -122106.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -122127.476562 Penalty: 2316.500488
	Iteration 7Q: 3 clusters Score -122127.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -122146.000000 Penalty: 2316.500488
	Iteration 8Q: 3 clusters Score -122146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -122165.695312 Penalty: 2316.500488
	Iteration 9Q: 3 clusters Score -122165.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -122185.132812 Penalty: 2316.500488
	Iteration 10Q: 3 clusters Score -122185.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -122202.750000 Penalty: 2316.500488
	Iteration 11Q: 3 clusters Score -122202.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -122213.390625 Penalty: 2316.500488
	Iteration 12Q: 3 clusters Score -122213.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -122222.882812 Penalty: 2316.500488
	Iteration 13Q: 3 clusters Score -122222.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -122232.781250 Penalty: 2316.500488
	Iteration 14Q: 3 clusters Score -122232.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -122250.960938 Penalty: 2316.500488
	Iteration 15Q: 3 clusters Score -122251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -122260.898438 Penalty: 2316.500488
	Iteration 16Q: 3 clusters Score -122260.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -122269.851562 Penalty: 2316.500488
	Iteration 17Q: 3 clusters Score -122269.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -122278.070312 Penalty: 2316.500488
	Iteration 18Q: 3 clusters Score -122278.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -122287.000000 Penalty: 2316.500488
	Iteration 19Q: 3 clusters Score -122287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -122294.320312 Penalty: 2316.500488
	Iteration 20F: 3 clusters Score -122294.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -122305.445312 Penalty: 2316.500488
	Iteration 21Q: 3 clusters Score -122305.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -122308.710938 Penalty: 2316.500488
	Iteration 22Q: 3 clusters Score -122308.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -122310.234375 Penalty: 2316.500488
	Iteration 23Q: 3 clusters Score -122310.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -122310.234375 Penalty: 2316.500488
	Iteration 24F: 3 clusters Score -122310.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (111063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111063 members 
Entering Unmasked Estep 
Score: -13211003.000000 Penalty: 1887.901123
	Iteration 0F: 2 clusters Score -1.3211e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55486 members 
Mstep: Class 2 contains 55577 members 
Entering Unmasked Estep 
Score: -13140767.000000 Penalty: 3775.802246
	Iteration 0F: 3 clusters Score -1.314077e+07 nChanged 53213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54365 members 
Mstep: Class 2 contains 56698 members 
Entering Unmasked Estep 
Score: -13171282.000000 Penalty: 3775.802246
	Iteration 1F: 3 clusters Score -1.317128e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53722 members 
Mstep: Class 2 contains 57341 members 
Entering Unmasked Estep 
Score: -13171936.000000 Penalty: 3775.802246
	Iteration 2Q: 3 clusters Score -1.317194e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52728 members 
Mstep: Class 2 contains 58335 members 
Entering Unmasked Estep 
Score: -13172687.000000 Penalty: 3775.802246
	Iteration 3Q: 3 clusters Score -1.317269e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51271 members 
Mstep: Class 2 contains 59792 members 
Entering Unmasked Estep 
Score: -13173454.000000 Penalty: 3775.802246
	Iteration 4Q: 3 clusters Score -1.317345e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49195 members 
Mstep: Class 2 contains 61868 members 
Entering Unmasked Estep 
Score: -13174591.000000 Penalty: 3775.802246
	Iteration 5Q: 3 clusters Score -1.317459e+07 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46149 members 
Mstep: Class 2 contains 64914 members 
Entering Unmasked Estep 
Score: -13176557.000000 Penalty: 3775.802246
	Iteration 6Q: 3 clusters Score -1.317656e+07 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42168 members 
Mstep: Class 2 contains 68895 members 
Entering Unmasked Estep 
Score: -13179601.000000 Penalty: 3775.802246
	Iteration 7Q: 3 clusters Score -1.31796e+07 nChanged 6538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37526 members 
Mstep: Class 2 contains 73537 members 
Entering Unmasked Estep 
Score: -13184340.000000 Penalty: 3775.802246
	Iteration 8F: 3 clusters Score -1.318434e+07 nChanged 7024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33266 members 
Mstep: Class 2 contains 77797 members 
Entering Unmasked Estep 
Score: -13190090.000000 Penalty: 3775.802246
	Iteration 9F: 3 clusters Score -1.319009e+07 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30344 members 
Mstep: Class 2 contains 80719 members 
Entering Unmasked Estep 
Score: -13194416.000000 Penalty: 3775.802246
	Iteration 10F: 3 clusters Score -1.319442e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 82602 members 
Entering Unmasked Estep 
Score: -13196429.000000 Penalty: 3775.802246
	Iteration 11Q: 3 clusters Score -1.319643e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 84243 members 
Entering Unmasked Estep 
Score: -13197449.000000 Penalty: 3775.802246
	Iteration 12Q: 3 clusters Score -1.319745e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 85984 members 
Entering Unmasked Estep 
Score: -13198270.000000 Penalty: 3775.802246
	Iteration 13Q: 3 clusters Score -1.319827e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 87770 members 
Entering Unmasked Estep 
Score: -13198998.000000 Penalty: 3775.802246
	Iteration 14Q: 3 clusters Score -1.3199e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 89629 members 
Entering Unmasked Estep 
Score: -13199744.000000 Penalty: 3775.802246
	Iteration 15Q: 3 clusters Score -1.319974e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 91532 members 
Entering Unmasked Estep 
Score: -13200474.000000 Penalty: 3775.802246
	Iteration 16Q: 3 clusters Score -1.320047e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 93412 members 
Entering Unmasked Estep 
Score: -13201108.000000 Penalty: 3775.802246
	Iteration 17Q: 3 clusters Score -1.320111e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 95309 members 
Entering Unmasked Estep 
Score: -13201919.000000 Penalty: 3775.802246
	Iteration 18Q: 3 clusters Score -1.320192e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 97170 members 
Entering Unmasked Estep 
Score: -13202668.000000 Penalty: 3775.802246
	Iteration 19Q: 3 clusters Score -1.320267e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 98989 members 
Entering Unmasked Estep 
Score: -13203341.000000 Penalty: 3775.802246
	Iteration 20F: 3 clusters Score -1.320334e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 100693 members 
Entering Unmasked Estep 
Score: -13203987.000000 Penalty: 3775.802246
	Iteration 21Q: 3 clusters Score -1.320399e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 102247 members 
Entering Unmasked Estep 
Score: -13204627.000000 Penalty: 3775.802246
	Iteration 22Q: 3 clusters Score -1.320463e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 103678 members 
Entering Unmasked Estep 
Score: -13205285.000000 Penalty: 3775.802246
	Iteration 23Q: 3 clusters Score -1.320528e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 104973 members 
Entering Unmasked Estep 
Score: -13205819.000000 Penalty: 3775.802246
	Iteration 24Q: 3 clusters Score -1.320582e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 106063 members 
Entering Unmasked Estep 
Score: -13206306.000000 Penalty: 3775.802246
	Iteration 25Q: 3 clusters Score -1.320631e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 107044 members 
Entering Unmasked Estep 
Score: -13206816.000000 Penalty: 3775.802246
	Iteration 26Q: 3 clusters Score -1.320682e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 107890 members 
Entering Unmasked Estep 
Score: -13207335.000000 Penalty: 3775.802246
	Iteration 27Q: 3 clusters Score -1.320734e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 108579 members 
Entering Unmasked Estep 
Score: -13207712.000000 Penalty: 3775.802246
	Iteration 28Q: 3 clusters Score -1.320771e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 109154 members 
Entering Unmasked Estep 
Score: -13208033.000000 Penalty: 3775.802246
	Iteration 29Q: 3 clusters Score -1.320803e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 109612 members 
Entering Unmasked Estep 
Score: -13208367.000000 Penalty: 3775.802246
	Iteration 30Q: 3 clusters Score -1.320837e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 109943 members 
Entering Unmasked Estep 
Score: -13208640.000000 Penalty: 3775.802246
	Iteration 31Q: 3 clusters Score -1.320864e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 110179 members 
Entering Unmasked Estep 
Score: -13208829.000000 Penalty: 3775.802246
	Iteration 32Q: 3 clusters Score -1.320883e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 110349 members 
Entering Unmasked Estep 
Score: -13209002.000000 Penalty: 3775.802246
	Iteration 33Q: 3 clusters Score -1.3209e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 110454 members 
Entering Unmasked Estep 
Score: -13209106.000000 Penalty: 3775.802246
	Iteration 34Q: 3 clusters Score -1.320911e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 110514 members 
Entering Unmasked Estep 
Score: -13209162.000000 Penalty: 3775.802246
	Iteration 35Q: 3 clusters Score -1.320916e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 110558 members 
Entering Unmasked Estep 
Score: -13209211.000000 Penalty: 3775.802246
	Iteration 36Q: 3 clusters Score -1.320921e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 110591 members 
Entering Unmasked Estep 
Score: -13209236.000000 Penalty: 3775.802246
	Iteration 37Q: 3 clusters Score -1.320924e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 110617 members 
Entering Unmasked Estep 
Score: -13209259.000000 Penalty: 3775.802246
	Iteration 38Q: 3 clusters Score -1.320926e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 110637 members 
Entering Unmasked Estep 
Score: -13209268.000000 Penalty: 3775.802246
	Iteration 39Q: 3 clusters Score -1.320927e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 110652 members 
Entering Unmasked Estep 
Score: -13209307.000000 Penalty: 3775.802246
	Iteration 40F: 3 clusters Score -1.320931e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 110661 members 
Entering Unmasked Estep 
Score: -13209319.000000 Penalty: 3775.802246
	Iteration 41Q: 3 clusters Score -1.320932e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 110664 members 
Entering Unmasked Estep 
Score: -13209332.000000 Penalty: 3775.802246
	Iteration 42Q: 3 clusters Score -1.320933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 110668 members 
Entering Unmasked Estep 
Score: -13209327.000000 Penalty: 3775.802246
	Iteration 43Q: 3 clusters Score -1.320933e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 110670 members 
Entering Unmasked Estep 
Score: -13209330.000000 Penalty: 3775.802246
	Iteration 44Q: 3 clusters Score -1.320933e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 110673 members 
Entering Unmasked Estep 
Score: -13209324.000000 Penalty: 3775.802246
	Iteration 45Q: 3 clusters Score -1.320932e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 110679 members 
Entering Unmasked Estep 
Score: -13209331.000000 Penalty: 3775.802246
	Iteration 46Q: 3 clusters Score -1.320933e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 110683 members 
Entering Unmasked Estep 
Score: -13209342.000000 Penalty: 3775.802246
	Iteration 47Q: 3 clusters Score -1.320934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 110686 members 
Entering Unmasked Estep 
Score: -13209336.000000 Penalty: 3775.802246
	Iteration 48Q: 3 clusters Score -1.320934e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 110691 members 
Entering Unmasked Estep 
Score: -13209344.000000 Penalty: 3775.802246
	Iteration 49Q: 3 clusters Score -1.320934e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 110693 members 
Entering Unmasked Estep 
Score: -13209355.000000 Penalty: 3775.802246
	Iteration 50Q: 3 clusters Score -1.320936e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 110701 members 
Entering Unmasked Estep 
Score: -13209358.000000 Penalty: 3775.802246
	Iteration 51Q: 3 clusters Score -1.320936e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 110705 members 
Entering Unmasked Estep 
Score: -13209354.000000 Penalty: 3775.802246
	Iteration 52Q: 3 clusters Score -1.320935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 110708 members 
Entering Unmasked Estep 
Score: -13209353.000000 Penalty: 3775.802246
	Iteration 53Q: 3 clusters Score -1.320935e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 110708 members 
Entering Unmasked Estep 
Score: -13209353.000000 Penalty: 3775.802246
	Iteration 54Q: 3 clusters Score -1.320935e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 110710 members 
Entering Unmasked Estep 
Score: -13209356.000000 Penalty: 3775.802246
	Iteration 55Q: 3 clusters Score -1.320936e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 110710 members 
Entering Unmasked Estep 
Score: -13209356.000000 Penalty: 3775.802246
	Iteration 56F: 3 clusters Score -1.320936e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -47722.371094 Penalty: 1007.582703
	Iteration 0F: 2 clusters Score -47722.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -46693.812500 Penalty: 2015.165405
	Iteration 0F: 3 clusters Score -46693.81 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -46925.519531 Penalty: 2015.165405
	Iteration 1F: 3 clusters Score -46925.52 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -47045.910156 Penalty: 2015.165405
	Iteration 2F: 3 clusters Score -47045.91 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -47134.437500 Penalty: 2015.165405
	Iteration 3F: 3 clusters Score -47134.44 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -47187.171875 Penalty: 2015.165405
	Iteration 4Q: 3 clusters Score -47187.17 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -47246.820312 Penalty: 2015.165405
	Iteration 5Q: 3 clusters Score -47246.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -47287.808594 Penalty: 2015.165405
	Iteration 6Q: 3 clusters Score -47287.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -47338.285156 Penalty: 2015.165405
	Iteration 7Q: 3 clusters Score -47338.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -47368.453125 Penalty: 2015.165405
	Iteration 8Q: 3 clusters Score -47368.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -47398.628906 Penalty: 2015.165405
	Iteration 9Q: 3 clusters Score -47398.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -47418.128906 Penalty: 2015.165405
	Iteration 10Q: 3 clusters Score -47418.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -47443.398438 Penalty: 2015.165405
	Iteration 11Q: 3 clusters Score -47443.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -47459.617188 Penalty: 2015.165405
	Iteration 12Q: 3 clusters Score -47459.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -47472.871094 Penalty: 2015.165405
	Iteration 13Q: 3 clusters Score -47472.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -47486.417969 Penalty: 2015.165405
	Iteration 14Q: 3 clusters Score -47486.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -47502.546875 Penalty: 2015.165405
	Iteration 15Q: 3 clusters Score -47502.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -47515.929688 Penalty: 2015.165405
	Iteration 16Q: 3 clusters Score -47515.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -47537.496094 Penalty: 2015.165405
	Iteration 17Q: 3 clusters Score -47537.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -47631.890625 Penalty: 2015.165405
	Iteration 18Q: 3 clusters Score -47631.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -47706.527344 Penalty: 2015.165405
	Iteration 19Q: 3 clusters Score -47706.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -47761.375000 Penalty: 2015.165405
	Iteration 20F: 3 clusters Score -47761.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47832.781250 Penalty: 2015.165405
	Iteration 21Q: 3 clusters Score -47832.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47892.558594 Penalty: 2015.165405
	Iteration 22Q: 3 clusters Score -47892.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -47931.140625 Penalty: 2015.165405
	Iteration 23Q: 3 clusters Score -47931.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -47932.730469 Penalty: 2015.165405
	Iteration 24Q: 3 clusters Score -47932.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -47934.921875 Penalty: 2015.165405
	Iteration 25Q: 3 clusters Score -47934.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -47934.921875 Penalty: 2015.165405
	Iteration 26F: 3 clusters Score -47934.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 196914 members 
Mstep: Class 3 contains 82664 members 
Mstep: Class 4 contains 10226 members 
Mstep: Class 5 contains 9725 members 
Mstep: Class 6 contains 36036 members 
Mstep: Class 7 contains 85090 members 
Mstep: Class 8 contains 14647 members 
Mstep: Class 9 contains 37126 members 
Mstep: Class 10 contains 9132 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8881 members 
Mstep: Class 14 contains 699 members 
Mstep: Class 15 contains 19181 members 
Mstep: Class 16 contains 68194 members 
Mstep: Class 17 contains 112376 members 
Mstep: Class 18 contains 87103 members 
Mstep: Class 19 contains 3413 members 
Mstep: Class 20 contains 92687 members 
Mstep: Class 21 contains 33625 members 
Mstep: Class 22 contains 17112 members 
Mstep: Class 23 contains 10567 members 
Mstep: Class 24 contains 3662 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 89083 members 
Mstep: Class 29 contains 6087 members 
Mstep: Class 30 contains 31496 members 
Mstep: Class 31 contains 23368 members 
Mstep: Class 32 contains 5984 members 
Mstep: Class 33 contains 4772 members 
Mstep: Class 34 contains 331 members 
Mstep: Class 35 contains 181 members 
Mstep: Class 36 contains 1543 members 
Mstep: Class 37 contains 55513 members 
Mstep: Class 38 contains 1246 members 
Mstep: Class 39 contains 111063 members 
Mstep: Class 40 contains 271 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18834 members 
Mstep: Class 44 contains 133401 members 
Mstep: Class 45 contains 24305 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 44111 members 
Mstep: Class 49 contains 13465 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 992 members 
Mstep: Class 52 contains 4568 members 
Mstep: Class 53 contains 76978 members 
Mstep: Class 54 contains 98590 members 
Mstep: Class 55 contains 17685 members 
Mstep: Class 56 contains 554 members 
Mstep: Class 57 contains 139 members 
Mstep: Class 58 contains 163 members 
Mstep: Class 59 contains 222 members 
Entering Unmasked Estep 
Score: -194710064.000000 Penalty: 137671.796875
Splitting cluster 40 changes total score from -194711040.000000 to -194710064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 41 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -25772.669922 Penalty: 938.868469
	Iteration 0F: 2 clusters Score -25772.67 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 167 members 
Entering Unmasked Estep 
Score: -24917.439453 Penalty: 1877.736938
	Iteration 0F: 3 clusters Score -24917.44 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -25093.455078 Penalty: 1877.736938
	Iteration 1F: 3 clusters Score -25093.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -25141.708984 Penalty: 1877.736938
	Iteration 2F: 3 clusters Score -25141.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -25176.089844 Penalty: 1877.736938
	Iteration 3Q: 3 clusters Score -25176.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -25202.933594 Penalty: 1877.736938
	Iteration 4Q: 3 clusters Score -25202.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -25236.310547 Penalty: 1877.736938
	Iteration 5Q: 3 clusters Score -25236.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -25256.646484 Penalty: 1877.736938
	Iteration 6Q: 3 clusters Score -25256.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -25260.994141 Penalty: 1877.736938
	Iteration 7Q: 3 clusters Score -25260.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -25270.000000 Penalty: 1877.736938
	Iteration 8Q: 3 clusters Score -25270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -25275.687500 Penalty: 1877.736938
	Iteration 9Q: 3 clusters Score -25275.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -25275.687500 Penalty: 1877.736938
	Iteration 10F: 3 clusters Score -25275.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -49408.328125 Penalty: 1007.912048
	Iteration 0F: 2 clusters Score -49408.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -48323.765625 Penalty: 2015.824097
	Iteration 0F: 3 clusters Score -48323.77 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -48483.539062 Penalty: 2015.824097
	Iteration 1F: 3 clusters Score -48483.54 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -48550.191406 Penalty: 2015.824097
	Iteration 2F: 3 clusters Score -48550.19 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -48631.328125 Penalty: 2015.824097
	Iteration 3Q: 3 clusters Score -48631.33 nChanged 30
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: -48707.277344 Penalty: 2015.824097
	Iteration 4F: 3 clusters Score -48707.28 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -48759.632812 Penalty: 2015.824097
	Iteration 5Q: 3 clusters Score -48759.63 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -48800.894531 Penalty: 2015.824097
	Iteration 6Q: 3 clusters Score -48800.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -48837.800781 Penalty: 2015.824097
	Iteration 7Q: 3 clusters Score -48837.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -48867.687500 Penalty: 2015.824097
	Iteration 8Q: 3 clusters Score -48867.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -48882.398438 Penalty: 2015.824097
	Iteration 9Q: 3 clusters Score -48882.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -48893.968750 Penalty: 2015.824097
	Iteration 10Q: 3 clusters Score -48893.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -48904.015625 Penalty: 2015.824097
	Iteration 11Q: 3 clusters Score -48904.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -48905.820312 Penalty: 2015.824097
	Iteration 12Q: 3 clusters Score -48905.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -48905.820312 Penalty: 2015.824097
	Iteration 13F: 3 clusters Score -48905.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (18834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Entering Unmasked Estep 
Score: -2234297.000000 Penalty: 1599.555542
	Iteration 0F: 2 clusters Score -2234297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -2221430.500000 Penalty: 3199.111084
	Iteration 0F: 3 clusters Score -2221430 nChanged 8477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -2225935.000000 Penalty: 3199.111084
	Iteration 1F: 3 clusters Score -2225935 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -2226191.750000 Penalty: 3199.111084
	Iteration 2Q: 3 clusters Score -2226192 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -2226413.250000 Penalty: 3199.111084
	Iteration 3Q: 3 clusters Score -2226413 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -2226676.500000 Penalty: 3199.111084
	Iteration 4Q: 3 clusters Score -2226676 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -2227047.250000 Penalty: 3199.111084
	Iteration 5Q: 3 clusters Score -2227047 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -2227604.000000 Penalty: 3199.111084
	Iteration 6F: 3 clusters Score -2227604 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -2228446.000000 Penalty: 3199.111084
	Iteration 7F: 3 clusters Score -2228446 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -2229594.000000 Penalty: 3199.111084
	Iteration 8F: 3 clusters Score -2229594 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -2230827.500000 Penalty: 3199.111084
	Iteration 9F: 3 clusters Score -2230828 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -2231801.250000 Penalty: 3199.111084
	Iteration 10F: 3 clusters Score -2231801 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -2232402.250000 Penalty: 3199.111084
	Iteration 11Q: 3 clusters Score -2232402 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -2232642.500000 Penalty: 3199.111084
	Iteration 12Q: 3 clusters Score -2232642 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -2232754.750000 Penalty: 3199.111084
	Iteration 13Q: 3 clusters Score -2232755 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -2232802.250000 Penalty: 3199.111084
	Iteration 14Q: 3 clusters Score -2232802 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -2232840.500000 Penalty: 3199.111084
	Iteration 15Q: 3 clusters Score -2232840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -2232856.000000 Penalty: 3199.111084
	Iteration 16Q: 3 clusters Score -2232856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -2232862.750000 Penalty: 3199.111084
	Iteration 17Q: 3 clusters Score -2232863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -2232870.000000 Penalty: 3199.111084
	Iteration 18Q: 3 clusters Score -2232870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -2232874.250000 Penalty: 3199.111084
	Iteration 19Q: 3 clusters Score -2232874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -2232880.500000 Penalty: 3199.111084
	Iteration 20F: 3 clusters Score -2232880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -2232888.750000 Penalty: 3199.111084
	Iteration 21Q: 3 clusters Score -2232889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -2232895.500000 Penalty: 3199.111084
	Iteration 22Q: 3 clusters Score -2232896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -2232901.250000 Penalty: 3199.111084
	Iteration 23Q: 3 clusters Score -2232901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -2232901.500000 Penalty: 3199.111084
	Iteration 24Q: 3 clusters Score -2232902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -2232903.500000 Penalty: 3199.111084
	Iteration 25Q: 3 clusters Score -2232904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -2232910.750000 Penalty: 3199.111084
	Iteration 26Q: 3 clusters Score -2232911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -2232908.250000 Penalty: 3199.111084
	Iteration 27Q: 3 clusters Score -2232908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -2232908.250000 Penalty: 3199.111084
	Iteration 28F: 3 clusters Score -2232908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (133401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133401 members 
Entering Unmasked Estep 
Score: -15770436.000000 Penalty: 1917.681152
	Iteration 0F: 2 clusters Score -1.577044e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66370 members 
Mstep: Class 2 contains 67031 members 
Entering Unmasked Estep 
Score: -15691974.000000 Penalty: 3835.362305
	Iteration 0F: 3 clusters Score -1.569197e+07 nChanged 64102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59956 members 
Mstep: Class 2 contains 73445 members 
Entering Unmasked Estep 
Score: -15729775.000000 Penalty: 3835.362305
	Iteration 1F: 3 clusters Score -1.572978e+07 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55963 members 
Mstep: Class 2 contains 77438 members 
Entering Unmasked Estep 
Score: -15731540.000000 Penalty: 3835.362305
	Iteration 2Q: 3 clusters Score -1.573154e+07 nChanged 6791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50120 members 
Mstep: Class 2 contains 83281 members 
Entering Unmasked Estep 
Score: -15734702.000000 Penalty: 3835.362305
	Iteration 3F: 3 clusters Score -1.57347e+07 nChanged 8720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 91533 members 
Entering Unmasked Estep 
Score: -15740149.000000 Penalty: 3835.362305
	Iteration 4F: 3 clusters Score -1.574015e+07 nChanged 10922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31154 members 
Mstep: Class 2 contains 102247 members 
Entering Unmasked Estep 
Score: -15747203.000000 Penalty: 3835.362305
	Iteration 5F: 3 clusters Score -1.57472e+07 nChanged 11709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 113788 members 
Entering Unmasked Estep 
Score: -15755491.000000 Penalty: 3835.362305
	Iteration 6F: 3 clusters Score -1.575549e+07 nChanged 9169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 122877 members 
Entering Unmasked Estep 
Score: -15761778.000000 Penalty: 3835.362305
	Iteration 7F: 3 clusters Score -1.576178e+07 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 128278 members 
Entering Unmasked Estep 
Score: -15765143.000000 Penalty: 3835.362305
	Iteration 8Q: 3 clusters Score -1.576514e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 130949 members 
Entering Unmasked Estep 
Score: -15766952.000000 Penalty: 3835.362305
	Iteration 9Q: 3 clusters Score -1.576695e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 132199 members 
Entering Unmasked Estep 
Score: -15767929.000000 Penalty: 3835.362305
	Iteration 10Q: 3 clusters Score -1.576793e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 132717 members 
Entering Unmasked Estep 
Score: -15768385.000000 Penalty: 3835.362305
	Iteration 11Q: 3 clusters Score -1.576838e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 132926 members 
Entering Unmasked Estep 
Score: -15768584.000000 Penalty: 3835.362305
	Iteration 12Q: 3 clusters Score -1.576858e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 133006 members 
Entering Unmasked Estep 
Score: -15768667.000000 Penalty: 3835.362305
	Iteration 13Q: 3 clusters Score -1.576867e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 133033 members 
Entering Unmasked Estep 
Score: -15768708.000000 Penalty: 3835.362305
	Iteration 14Q: 3 clusters Score -1.576871e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 133056 members 
Entering Unmasked Estep 
Score: -15768768.000000 Penalty: 3835.362305
	Iteration 15Q: 3 clusters Score -1.576877e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 133062 members 
Entering Unmasked Estep 
Score: -15768786.000000 Penalty: 3835.362305
	Iteration 16Q: 3 clusters Score -1.576879e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 133060 members 
Entering Unmasked Estep 
Score: -15768785.000000 Penalty: 3835.362305
	Iteration 17Q: 3 clusters Score -1.576878e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 133058 members 
Entering Unmasked Estep 
Score: -15768804.000000 Penalty: 3835.362305
	Iteration 18Q: 3 clusters Score -1.57688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 133061 members 
Entering Unmasked Estep 
Score: -15768803.000000 Penalty: 3835.362305
	Iteration 19Q: 3 clusters Score -1.57688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 133062 members 
Entering Unmasked Estep 
Score: -15768813.000000 Penalty: 3835.362305
	Iteration 20F: 3 clusters Score -1.576881e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 133064 members 
Entering Unmasked Estep 
Score: -15768821.000000 Penalty: 3835.362305
	Iteration 21Q: 3 clusters Score -1.576882e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 133063 members 
Entering Unmasked Estep 
Score: -15768813.000000 Penalty: 3835.362305
	Iteration 22Q: 3 clusters Score -1.576881e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 133065 members 
Entering Unmasked Estep 
Score: -15768817.000000 Penalty: 3835.362305
	Iteration 23Q: 3 clusters Score -1.576882e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 133066 members 
Entering Unmasked Estep 
Score: -15768820.000000 Penalty: 3835.362305
	Iteration 24Q: 3 clusters Score -1.576882e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 133067 members 
Entering Unmasked Estep 
Score: -15768830.000000 Penalty: 3835.362305
	Iteration 25Q: 3 clusters Score -1.576883e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 133068 members 
Entering Unmasked Estep 
Score: -15768838.000000 Penalty: 3835.362305
	Iteration 26Q: 3 clusters Score -1.576884e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 133068 members 
Entering Unmasked Estep 
Score: -15768838.000000 Penalty: 3835.362305
	Iteration 27F: 3 clusters Score -1.576884e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (24305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Entering Unmasked Estep 
Score: -2900371.500000 Penalty: 1640.996094
	Iteration 0F: 2 clusters Score -2900372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -2883872.250000 Penalty: 3281.992188
	Iteration 0F: 3 clusters Score -2883872 nChanged 11089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -2889896.000000 Penalty: 3281.992188
	Iteration 1F: 3 clusters Score -2889896 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -2890200.250000 Penalty: 3281.992188
	Iteration 2Q: 3 clusters Score -2890200 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -2890440.250000 Penalty: 3281.992188
	Iteration 3Q: 3 clusters Score -2890440 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -2890668.250000 Penalty: 3281.992188
	Iteration 4Q: 3 clusters Score -2890668 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -2890918.250000 Penalty: 3281.992188
	Iteration 5Q: 3 clusters Score -2890918 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -2891240.500000 Penalty: 3281.992188
	Iteration 6Q: 3 clusters Score -2891240 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -2891703.250000 Penalty: 3281.992188
	Iteration 7Q: 3 clusters Score -2891703 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -2892403.750000 Penalty: 3281.992188
	Iteration 8F: 3 clusters Score -2892404 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -2893405.250000 Penalty: 3281.992188
	Iteration 9F: 3 clusters Score -2893405 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -2894849.250000 Penalty: 3281.992188
	Iteration 10F: 3 clusters Score -2894849 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -2896492.750000 Penalty: 3281.992188
	Iteration 11F: 3 clusters Score -2896493 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -2897796.000000 Penalty: 3281.992188
	Iteration 12F: 3 clusters Score -2897796 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -2898487.000000 Penalty: 3281.992188
	Iteration 13Q: 3 clusters Score -2898487 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -2898779.500000 Penalty: 3281.992188
	Iteration 14Q: 3 clusters Score -2898780 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -2898862.000000 Penalty: 3281.992188
	Iteration 15Q: 3 clusters Score -2898862 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -2898913.750000 Penalty: 3281.992188
	Iteration 16Q: 3 clusters Score -2898914 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -2898939.250000 Penalty: 3281.992188
	Iteration 17Q: 3 clusters Score -2898939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -2898965.500000 Penalty: 3281.992188
	Iteration 18Q: 3 clusters Score -2898966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -2898978.750000 Penalty: 3281.992188
	Iteration 19Q: 3 clusters Score -2898979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -2898984.000000 Penalty: 3281.992188
	Iteration 20F: 3 clusters Score -2898984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -2898990.000000 Penalty: 3281.992188
	Iteration 21Q: 3 clusters Score -2898990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -2898993.000000 Penalty: 3281.992188
	Iteration 22Q: 3 clusters Score -2898993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -2898995.500000 Penalty: 3281.992188
	Iteration 23Q: 3 clusters Score -2898996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -2898998.000000 Penalty: 3281.992188
	Iteration 24Q: 3 clusters Score -2898998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -2898998.000000 Penalty: 3281.992188
	Iteration 25F: 3 clusters Score -2898998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Entering Unmasked Estep 
Score: -33998.382812 Penalty: 995.261047
	Iteration 0F: 2 clusters Score -33998.38 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 228 members 
Entering Unmasked Estep 
Score: -33093.148438 Penalty: 1990.522095
	Iteration 0F: 3 clusters Score -33093.15 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -33456.769531 Penalty: 1990.522095
	Iteration 1F: 3 clusters Score -33456.77 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -33589.984375 Penalty: 1990.522095
	Iteration 2F: 3 clusters Score -33589.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -33672.855469 Penalty: 1990.522095
	Iteration 3F: 3 clusters Score -33672.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -33715.394531 Penalty: 1990.522095
	Iteration 4Q: 3 clusters Score -33715.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -33752.304688 Penalty: 1990.522095
	Iteration 5Q: 3 clusters Score -33752.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -33786.707031 Penalty: 1990.522095
	Iteration 6Q: 3 clusters Score -33786.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -33804.164062 Penalty: 1990.522095
	Iteration 7Q: 3 clusters Score -33804.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -33816.746094 Penalty: 1990.522095
	Iteration 8Q: 3 clusters Score -33816.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -33838.660156 Penalty: 1990.522095
	Iteration 9Q: 3 clusters Score -33838.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -33839.742188 Penalty: 1990.522095
	Iteration 10Q: 3 clusters Score -33839.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -33840.500000 Penalty: 1990.522095
	Iteration 11Q: 3 clusters Score -33840.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -33840.500000 Penalty: 1990.522095
	Iteration 12F: 3 clusters Score -33840.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -13075.022461 Penalty: 844.755737
	Iteration 0F: 2 clusters Score -13075.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12465.271484 Penalty: 1689.511475
	Iteration 0F: 3 clusters Score -12465.27 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12571.279297 Penalty: 1689.511475
	Iteration 1F: 3 clusters Score -12571.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12582.299805 Penalty: 1689.511475
	Iteration 2Q: 3 clusters Score -12582.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12593.223633 Penalty: 1689.511475
	Iteration 3Q: 3 clusters Score -12593.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12597.063477 Penalty: 1689.511475
	Iteration 4Q: 3 clusters Score -12597.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12597.063477 Penalty: 1689.511475
	Iteration 5F: 3 clusters Score -12597.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (44111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44111 members 
Entering Unmasked Estep 
Score: -5288880.500000 Penalty: 1737.850464
	Iteration 0F: 2 clusters Score -5288880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -5259341.500000 Penalty: 3475.700928
	Iteration 0F: 3 clusters Score -5259342 nChanged 20571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -5270988.500000 Penalty: 3475.700928
	Iteration 1F: 3 clusters Score -5270988 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -5271385.000000 Penalty: 3475.700928
	Iteration 2Q: 3 clusters Score -5271385 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -5271797.500000 Penalty: 3475.700928
	Iteration 3Q: 3 clusters Score -5271798 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -5272290.000000 Penalty: 3475.700928
	Iteration 4Q: 3 clusters Score -5272290 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -5272992.500000 Penalty: 3475.700928
	Iteration 5Q: 3 clusters Score -5272992 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28722 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -5274213.500000 Penalty: 3475.700928
	Iteration 6F: 3 clusters Score -5274214 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -5275970.500000 Penalty: 3475.700928
	Iteration 7F: 3 clusters Score -5275970 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -5278406.000000 Penalty: 3475.700928
	Iteration 8F: 3 clusters Score -5278406 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37176 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -5281211.500000 Penalty: 3475.700928
	Iteration 9F: 3 clusters Score -5281212 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39746 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -5283610.000000 Penalty: 3475.700928
	Iteration 10F: 3 clusters Score -5283610 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41595 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -5285296.000000 Penalty: 3475.700928
	Iteration 11Q: 3 clusters Score -5285296 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42651 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -5286227.500000 Penalty: 3475.700928
	Iteration 12Q: 3 clusters Score -5286228 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43229 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -5286705.500000 Penalty: 3475.700928
	Iteration 13Q: 3 clusters Score -5286706 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43514 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -5286991.000000 Penalty: 3475.700928
	Iteration 14Q: 3 clusters Score -5286991 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43655 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -5287119.000000 Penalty: 3475.700928
	Iteration 15Q: 3 clusters Score -5287119 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43729 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -5287220.000000 Penalty: 3475.700928
	Iteration 16Q: 3 clusters Score -5287220 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43769 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -5287281.000000 Penalty: 3475.700928
	Iteration 17Q: 3 clusters Score -5287281 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43792 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -5287315.500000 Penalty: 3475.700928
	Iteration 18Q: 3 clusters Score -5287316 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43802 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5287330.000000 Penalty: 3475.700928
	Iteration 19Q: 3 clusters Score -5287330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43815 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5287343.500000 Penalty: 3475.700928
	Iteration 20F: 3 clusters Score -5287344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43824 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -5287347.000000 Penalty: 3475.700928
	Iteration 21Q: 3 clusters Score -5287347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43829 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -5287353.000000 Penalty: 3475.700928
	Iteration 22Q: 3 clusters Score -5287353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43833 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -5287359.500000 Penalty: 3475.700928
	Iteration 23Q: 3 clusters Score -5287360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43836 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -5287363.500000 Penalty: 3475.700928
	Iteration 24Q: 3 clusters Score -5287364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43837 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5287370.500000 Penalty: 3475.700928
	Iteration 25Q: 3 clusters Score -5287370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43836 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -5287368.500000 Penalty: 3475.700928
	Iteration 26Q: 3 clusters Score -5287368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43835 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -5287370.500000 Penalty: 3475.700928
	Iteration 27Q: 3 clusters Score -5287370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43835 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -5287375.000000 Penalty: 3475.700928
	Iteration 28Q: 3 clusters Score -5287375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43836 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -5287374.000000 Penalty: 3475.700928
	Iteration 29Q: 3 clusters Score -5287374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43837 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5287374.500000 Penalty: 3475.700928
	Iteration 30Q: 3 clusters Score -5287374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43837 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5287374.500000 Penalty: 3475.700928
	Iteration 31F: 3 clusters Score -5287374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (13465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Entering Unmasked Estep 
Score: -1514094.375000 Penalty: 1545.025391
	Iteration 0F: 2 clusters Score -1514094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1504684.000000 Penalty: 3090.050781
	Iteration 0F: 3 clusters Score -1504684 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1508014.875000 Penalty: 3090.050781
	Iteration 1F: 3 clusters Score -1508015 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1508506.625000 Penalty: 3090.050781
	Iteration 2F: 3 clusters Score -1508507 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1509119.000000 Penalty: 3090.050781
	Iteration 3F: 3 clusters Score -1509119 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1509851.750000 Penalty: 3090.050781
	Iteration 4F: 3 clusters Score -1509852 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1510639.625000 Penalty: 3090.050781
	Iteration 5F: 3 clusters Score -1510640 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1511288.375000 Penalty: 3090.050781
	Iteration 6F: 3 clusters Score -1511288 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1511806.625000 Penalty: 3090.050781
	Iteration 7F: 3 clusters Score -1511807 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1512184.875000 Penalty: 3090.050781
	Iteration 8Q: 3 clusters Score -1512185 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1512507.000000 Penalty: 3090.050781
	Iteration 9Q: 3 clusters Score -1512507 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1512790.000000 Penalty: 3090.050781
	Iteration 10Q: 3 clusters Score -1512790 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1512971.875000 Penalty: 3090.050781
	Iteration 11Q: 3 clusters Score -1512972 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1513055.250000 Penalty: 3090.050781
	Iteration 12Q: 3 clusters Score -1513055 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1513109.750000 Penalty: 3090.050781
	Iteration 13Q: 3 clusters Score -1513110 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1513139.750000 Penalty: 3090.050781
	Iteration 14Q: 3 clusters Score -1513140 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1513170.875000 Penalty: 3090.050781
	Iteration 15Q: 3 clusters Score -1513171 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1513193.250000 Penalty: 3090.050781
	Iteration 16Q: 3 clusters Score -1513193 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1513217.125000 Penalty: 3090.050781
	Iteration 17Q: 3 clusters Score -1513217 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1513227.125000 Penalty: 3090.050781
	Iteration 18Q: 3 clusters Score -1513227 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1513230.375000 Penalty: 3090.050781
	Iteration 19Q: 3 clusters Score -1513230 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1513235.875000 Penalty: 3090.050781
	Iteration 20F: 3 clusters Score -1513236 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1513241.625000 Penalty: 3090.050781
	Iteration 21Q: 3 clusters Score -1513242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1513243.375000 Penalty: 3090.050781
	Iteration 22Q: 3 clusters Score -1513243 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1513243.625000 Penalty: 3090.050781
	Iteration 23Q: 3 clusters Score -1513244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1513244.875000 Penalty: 3090.050781
	Iteration 24Q: 3 clusters Score -1513245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1513248.750000 Penalty: 3090.050781
	Iteration 25Q: 3 clusters Score -1513249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1513252.125000 Penalty: 3090.050781
	Iteration 26Q: 3 clusters Score -1513252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1513252.750000 Penalty: 3090.050781
	Iteration 27Q: 3 clusters Score -1513253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1513252.250000 Penalty: 3090.050781
	Iteration 28Q: 3 clusters Score -1513252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1513254.750000 Penalty: 3090.050781
	Iteration 29Q: 3 clusters Score -1513255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -1513254.000000 Penalty: 3090.050781
	Iteration 30Q: 3 clusters Score -1513254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1513255.000000 Penalty: 3090.050781
	Iteration 31Q: 3 clusters Score -1513255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1513253.750000 Penalty: 3090.050781
	Iteration 32Q: 3 clusters Score -1513254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1513252.750000 Penalty: 3090.050781
	Iteration 33Q: 3 clusters Score -1513253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1513253.125000 Penalty: 3090.050781
	Iteration 34Q: 3 clusters Score -1513253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1513251.625000 Penalty: 3090.050781
	Iteration 35Q: 3 clusters Score -1513252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1513252.375000 Penalty: 3090.050781
	Iteration 36Q: 3 clusters Score -1513252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1513252.375000 Penalty: 3090.050781
	Iteration 37F: 3 clusters Score -1513252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (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: -47101.175781 Penalty: 1024.175537
	Iteration 0F: 2 clusters Score -47101.18 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: -46031.312500 Penalty: 2048.351074
	Iteration 0F: 3 clusters Score -46031.31 nChanged 146
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: -46386.855469 Penalty: 2048.351074
	Iteration 1F: 3 clusters Score -46386.86 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -46506.523438 Penalty: 2048.351074
	Iteration 2F: 3 clusters Score -46506.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -46588.136719 Penalty: 2048.351074
	Iteration 3F: 3 clusters Score -46588.14 nChanged 21
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: -46643.175781 Penalty: 2048.351074
	Iteration 4Q: 3 clusters Score -46643.18 nChanged 13
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: -46664.808594 Penalty: 2048.351074
	Iteration 5Q: 3 clusters Score -46664.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -46679.289062 Penalty: 2048.351074
	Iteration 6Q: 3 clusters Score -46679.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -46696.332031 Penalty: 2048.351074
	Iteration 7Q: 3 clusters Score -46696.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -46712.683594 Penalty: 2048.351074
	Iteration 8Q: 3 clusters Score -46712.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -46719.664062 Penalty: 2048.351074
	Iteration 9Q: 3 clusters Score -46719.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -46737.539062 Penalty: 2048.351074
	Iteration 10Q: 3 clusters Score -46737.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -46743.359375 Penalty: 2048.351074
	Iteration 11Q: 3 clusters Score -46743.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -46748.800781 Penalty: 2048.351074
	Iteration 12Q: 3 clusters Score -46748.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -46762.515625 Penalty: 2048.351074
	Iteration 13Q: 3 clusters Score -46762.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -46784.035156 Penalty: 2048.351074
	Iteration 14Q: 3 clusters Score -46784.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -46803.324219 Penalty: 2048.351074
	Iteration 15Q: 3 clusters Score -46803.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -46817.328125 Penalty: 2048.351074
	Iteration 16Q: 3 clusters Score -46817.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -46833.375000 Penalty: 2048.351074
	Iteration 17Q: 3 clusters Score -46833.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -46837.816406 Penalty: 2048.351074
	Iteration 18Q: 3 clusters Score -46837.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -46839.859375 Penalty: 2048.351074
	Iteration 19Q: 3 clusters Score -46839.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -46850.015625 Penalty: 2048.351074
	Iteration 20F: 3 clusters Score -46850.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -46861.308594 Penalty: 2048.351074
	Iteration 21Q: 3 clusters Score -46861.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -46869.769531 Penalty: 2048.351074
	Iteration 22Q: 3 clusters Score -46869.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -46876.015625 Penalty: 2048.351074
	Iteration 23Q: 3 clusters Score -46876.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -46876.382812 Penalty: 2048.351074
	Iteration 24Q: 3 clusters Score -46876.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -46876.671875 Penalty: 2048.351074
	Iteration 25Q: 3 clusters Score -46876.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -46876.671875 Penalty: 2048.351074
	Iteration 26F: 3 clusters Score -46876.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Entering Unmasked Estep 
Score: -105821.585938 Penalty: 1121.204956
	Iteration 0F: 2 clusters Score -105821.6 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 493 members 
Entering Unmasked Estep 
Score: -104387.593750 Penalty: 2242.409912
	Iteration 0F: 3 clusters Score -104387.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -104658.273438 Penalty: 2242.409912
	Iteration 1F: 3 clusters Score -104658.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -104737.171875 Penalty: 2242.409912
	Iteration 2F: 3 clusters Score -104737.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -104782.742188 Penalty: 2242.409912
	Iteration 3Q: 3 clusters Score -104782.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -104823.898438 Penalty: 2242.409912
	Iteration 4Q: 3 clusters Score -104823.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -104859.148438 Penalty: 2242.409912
	Iteration 5Q: 3 clusters Score -104859.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -104897.929688 Penalty: 2242.409912
	Iteration 6Q: 3 clusters Score -104897.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -104923.625000 Penalty: 2242.409912
	Iteration 7Q: 3 clusters Score -104923.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -104943.500000 Penalty: 2242.409912
	Iteration 8Q: 3 clusters Score -104943.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -104962.468750 Penalty: 2242.409912
	Iteration 9Q: 3 clusters Score -104962.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -104977.265625 Penalty: 2242.409912
	Iteration 10Q: 3 clusters Score -104977.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -104987.812500 Penalty: 2242.409912
	Iteration 11Q: 3 clusters Score -104987.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -105002.203125 Penalty: 2242.409912
	Iteration 12Q: 3 clusters Score -105002.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -105015.453125 Penalty: 2242.409912
	Iteration 13Q: 3 clusters Score -105015.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -105021.164062 Penalty: 2242.409912
	Iteration 14Q: 3 clusters Score -105021.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -105028.015625 Penalty: 2242.409912
	Iteration 15Q: 3 clusters Score -105028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -105033.617188 Penalty: 2242.409912
	Iteration 16Q: 3 clusters Score -105033.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -105045.281250 Penalty: 2242.409912
	Iteration 17Q: 3 clusters Score -105045.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -105057.585938 Penalty: 2242.409912
	Iteration 18Q: 3 clusters Score -105057.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -105065.109375 Penalty: 2242.409912
	Iteration 19Q: 3 clusters Score -105065.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -105073.960938 Penalty: 2242.409912
	Iteration 20F: 3 clusters Score -105074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -105081.875000 Penalty: 2242.409912
	Iteration 21Q: 3 clusters Score -105081.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -105087.367188 Penalty: 2242.409912
	Iteration 22Q: 3 clusters Score -105087.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -105087.757812 Penalty: 2242.409912
	Iteration 23Q: 3 clusters Score -105087.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -105087.757812 Penalty: 2242.409912
	Iteration 24F: 3 clusters Score -105087.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (4568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Entering Unmasked Estep 
Score: -538657.625000 Penalty: 1369.359863
	Iteration 0F: 2 clusters Score -538657.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -534917.875000 Penalty: 2738.719727
	Iteration 0F: 3 clusters Score -534917.9 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -535867.312500 Penalty: 2738.719727
	Iteration 1F: 3 clusters Score -535867.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -536016.687500 Penalty: 2738.719727
	Iteration 2F: 3 clusters Score -536016.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -536111.125000 Penalty: 2738.719727
	Iteration 3Q: 3 clusters Score -536111.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -536172.375000 Penalty: 2738.719727
	Iteration 4Q: 3 clusters Score -536172.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -536230.562500 Penalty: 2738.719727
	Iteration 5Q: 3 clusters Score -536230.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -536280.250000 Penalty: 2738.719727
	Iteration 6Q: 3 clusters Score -536280.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -536321.875000 Penalty: 2738.719727
	Iteration 7Q: 3 clusters Score -536321.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -536361.000000 Penalty: 2738.719727
	Iteration 8Q: 3 clusters Score -536361 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -536407.125000 Penalty: 2738.719727
	Iteration 9Q: 3 clusters Score -536407.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -536443.750000 Penalty: 2738.719727
	Iteration 10Q: 3 clusters Score -536443.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -536481.500000 Penalty: 2738.719727
	Iteration 11Q: 3 clusters Score -536481.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -536515.812500 Penalty: 2738.719727
	Iteration 12Q: 3 clusters Score -536515.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -536545.687500 Penalty: 2738.719727
	Iteration 13Q: 3 clusters Score -536545.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -536575.875000 Penalty: 2738.719727
	Iteration 14Q: 3 clusters Score -536575.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -536614.812500 Penalty: 2738.719727
	Iteration 15Q: 3 clusters Score -536614.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -536675.437500 Penalty: 2738.719727
	Iteration 16Q: 3 clusters Score -536675.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -536766.062500 Penalty: 2738.719727
	Iteration 17Q: 3 clusters Score -536766.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -536852.875000 Penalty: 2738.719727
	Iteration 18Q: 3 clusters Score -536852.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -536940.250000 Penalty: 2738.719727
	Iteration 19Q: 3 clusters Score -536940.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -537042.937500 Penalty: 2738.719727
	Iteration 20F: 3 clusters Score -537042.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -537136.062500 Penalty: 2738.719727
	Iteration 21Q: 3 clusters Score -537136.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -537216.187500 Penalty: 2738.719727
	Iteration 22Q: 3 clusters Score -537216.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -537276.062500 Penalty: 2738.719727
	Iteration 23Q: 3 clusters Score -537276.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -537332.937500 Penalty: 2738.719727
	Iteration 24Q: 3 clusters Score -537332.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -537389.187500 Penalty: 2738.719727
	Iteration 25Q: 3 clusters Score -537389.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -537431.437500 Penalty: 2738.719727
	Iteration 26Q: 3 clusters Score -537431.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -537476.437500 Penalty: 2738.719727
	Iteration 27Q: 3 clusters Score -537476.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -537511.250000 Penalty: 2738.719727
	Iteration 28Q: 3 clusters Score -537511.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -537541.250000 Penalty: 2738.719727
	Iteration 29Q: 3 clusters Score -537541.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -537556.875000 Penalty: 2738.719727
	Iteration 30Q: 3 clusters Score -537556.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -537570.000000 Penalty: 2738.719727
	Iteration 31Q: 3 clusters Score -537570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -537581.000000 Penalty: 2738.719727
	Iteration 32Q: 3 clusters Score -537581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -537589.187500 Penalty: 2738.719727
	Iteration 33Q: 3 clusters Score -537589.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -537598.312500 Penalty: 2738.719727
	Iteration 34Q: 3 clusters Score -537598.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -537603.000000 Penalty: 2738.719727
	Iteration 35Q: 3 clusters Score -537603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -537604.625000 Penalty: 2738.719727
	Iteration 36Q: 3 clusters Score -537604.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -537606.187500 Penalty: 2738.719727
	Iteration 37Q: 3 clusters Score -537606.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -537606.625000 Penalty: 2738.719727
	Iteration 38Q: 3 clusters Score -537606.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -537606.625000 Penalty: 2738.719727
	Iteration 39F: 3 clusters Score -537606.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (76978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76978 members 
Entering Unmasked Estep 
Score: -9127561.000000 Penalty: 1828.332153
	Iteration 0F: 2 clusters Score -9127561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 38595 members 
Entering Unmasked Estep 
Score: -9076653.000000 Penalty: 3656.664307
	Iteration 0F: 3 clusters Score -9076653 nChanged 36624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37103 members 
Mstep: Class 2 contains 39875 members 
Entering Unmasked Estep 
Score: -9098178.000000 Penalty: 3656.664307
	Iteration 1F: 3 clusters Score -9098178 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36504 members 
Mstep: Class 2 contains 40474 members 
Entering Unmasked Estep 
Score: -9098853.000000 Penalty: 3656.664307
	Iteration 2Q: 3 clusters Score -9098853 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35690 members 
Mstep: Class 2 contains 41288 members 
Entering Unmasked Estep 
Score: -9099747.000000 Penalty: 3656.664307
	Iteration 3Q: 3 clusters Score -9099747 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 42424 members 
Entering Unmasked Estep 
Score: -9101030.000000 Penalty: 3656.664307
	Iteration 4Q: 3 clusters Score -9101030 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 43764 members 
Entering Unmasked Estep 
Score: -9103114.000000 Penalty: 3656.664307
	Iteration 5Q: 3 clusters Score -9103114 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31964 members 
Mstep: Class 2 contains 45014 members 
Entering Unmasked Estep 
Score: -9106912.000000 Penalty: 3656.664307
	Iteration 6F: 3 clusters Score -9106912 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31101 members 
Mstep: Class 2 contains 45877 members 
Entering Unmasked Estep 
Score: -9112441.000000 Penalty: 3656.664307
	Iteration 7F: 3 clusters Score -9112441 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 45875 members 
Entering Unmasked Estep 
Score: -9116857.000000 Penalty: 3656.664307
	Iteration 8F: 3 clusters Score -9116857 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31478 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -9119094.000000 Penalty: 3656.664307
	Iteration 9Q: 3 clusters Score -9119094 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 44939 members 
Entering Unmasked Estep 
Score: -9120867.000000 Penalty: 3656.664307
	Iteration 10Q: 3 clusters Score -9120867 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 44229 members 
Entering Unmasked Estep 
Score: -9122515.000000 Penalty: 3656.664307
	Iteration 11Q: 3 clusters Score -9122515 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33639 members 
Mstep: Class 2 contains 43339 members 
Entering Unmasked Estep 
Score: -9123873.000000 Penalty: 3656.664307
	Iteration 12Q: 3 clusters Score -9123873 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34501 members 
Mstep: Class 2 contains 42477 members 
Entering Unmasked Estep 
Score: -9124736.000000 Penalty: 3656.664307
	Iteration 13Q: 3 clusters Score -9124736 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35185 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
Score: -9125217.000000 Penalty: 3656.664307
	Iteration 14Q: 3 clusters Score -9125217 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35853 members 
Mstep: Class 2 contains 41125 members 
Entering Unmasked Estep 
Score: -9125474.000000 Penalty: 3656.664307
	Iteration 15Q: 3 clusters Score -9125474 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36544 members 
Mstep: Class 2 contains 40434 members 
Entering Unmasked Estep 
Score: -9125589.000000 Penalty: 3656.664307
	Iteration 16Q: 3 clusters Score -9125589 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37255 members 
Mstep: Class 2 contains 39723 members 
Entering Unmasked Estep 
Score: -9125620.000000 Penalty: 3656.664307
	Iteration 17Q: 3 clusters Score -9125620 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38063 members 
Mstep: Class 2 contains 38915 members 
Entering Unmasked Estep 
Score: -9125631.000000 Penalty: 3656.664307
	Iteration 18Q: 3 clusters Score -9125631 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38920 members 
Mstep: Class 2 contains 38058 members 
Entering Unmasked Estep 
Score: -9125644.000000 Penalty: 3656.664307
	Iteration 19Q: 3 clusters Score -9125644 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39739 members 
Mstep: Class 2 contains 37239 members 
Entering Unmasked Estep 
Score: -9125685.000000 Penalty: 3656.664307
	Iteration 20F: 3 clusters Score -9125685 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 36586 members 
Entering Unmasked Estep 
Score: -9125707.000000 Penalty: 3656.664307
	Iteration 21Q: 3 clusters Score -9125707 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41025 members 
Mstep: Class 2 contains 35953 members 
Entering Unmasked Estep 
Score: -9125670.000000 Penalty: 3656.664307
	Iteration 22Q: 3 clusters Score -9125670 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41686 members 
Mstep: Class 2 contains 35292 members 
Entering Unmasked Estep 
Score: -9125645.000000 Penalty: 3656.664307
	Iteration 23Q: 3 clusters Score -9125645 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42397 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -9125626.000000 Penalty: 3656.664307
	Iteration 24Q: 3 clusters Score -9125626 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43074 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
Score: -9125617.000000 Penalty: 3656.664307
	Iteration 25Q: 3 clusters Score -9125617 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43739 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
Score: -9125572.000000 Penalty: 3656.664307
	Iteration 26Q: 3 clusters Score -9125572 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44378 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -9125508.000000 Penalty: 3656.664307
	Iteration 27Q: 3 clusters Score -9125508 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45050 members 
Mstep: Class 2 contains 31928 members 
Entering Unmasked Estep 
Score: -9125500.000000 Penalty: 3656.664307
	Iteration 28Q: 3 clusters Score -9125500 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45761 members 
Mstep: Class 2 contains 31217 members 
Entering Unmasked Estep 
Score: -9125428.000000 Penalty: 3656.664307
	Iteration 29Q: 3 clusters Score -9125428 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46546 members 
Mstep: Class 2 contains 30432 members 
Entering Unmasked Estep 
Score: -9125420.000000 Penalty: 3656.664307
	Iteration 30Q: 3 clusters Score -9125420 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47255 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -9125383.000000 Penalty: 3656.664307
	Iteration 31Q: 3 clusters Score -9125383 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47931 members 
Mstep: Class 2 contains 29047 members 
Entering Unmasked Estep 
Score: -9125424.000000 Penalty: 3656.664307
	Iteration 32Q: 3 clusters Score -9125424 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48658 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -9125429.000000 Penalty: 3656.664307
	Iteration 33Q: 3 clusters Score -9125429 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49258 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -9125424.000000 Penalty: 3656.664307
	Iteration 34Q: 3 clusters Score -9125424 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49784 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -9125443.000000 Penalty: 3656.664307
	Iteration 35Q: 3 clusters Score -9125443 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50318 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -9125453.000000 Penalty: 3656.664307
	Iteration 36Q: 3 clusters Score -9125453 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50896 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -9125414.000000 Penalty: 3656.664307
	Iteration 37Q: 3 clusters Score -9125414 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51410 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -9125355.000000 Penalty: 3656.664307
	Iteration 38Q: 3 clusters Score -9125355 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51887 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
Score: -9125305.000000 Penalty: 3656.664307
	Iteration 39Q: 3 clusters Score -9125305 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52373 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -9125331.000000 Penalty: 3656.664307
	Iteration 40F: 3 clusters Score -9125331 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52907 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -9125328.000000 Penalty: 3656.664307
	Iteration 41Q: 3 clusters Score -9125328 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53482 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -9125308.000000 Penalty: 3656.664307
	Iteration 42Q: 3 clusters Score -9125308 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53971 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -9125310.000000 Penalty: 3656.664307
	Iteration 43Q: 3 clusters Score -9125310 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54304 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -9125327.000000 Penalty: 3656.664307
	Iteration 44Q: 3 clusters Score -9125327 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54676 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -9125296.000000 Penalty: 3656.664307
	Iteration 45Q: 3 clusters Score -9125296 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55156 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -9125271.000000 Penalty: 3656.664307
	Iteration 46Q: 3 clusters Score -9125271 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55506 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -9125253.000000 Penalty: 3656.664307
	Iteration 47Q: 3 clusters Score -9125253 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55787 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -9125263.000000 Penalty: 3656.664307
	Iteration 48Q: 3 clusters Score -9125263 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56024 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -9125278.000000 Penalty: 3656.664307
	Iteration 49Q: 3 clusters Score -9125278 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56234 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -9125313.000000 Penalty: 3656.664307
	Iteration 50Q: 3 clusters Score -9125313 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56421 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -9125347.000000 Penalty: 3656.664307
	Iteration 51Q: 3 clusters Score -9125347 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56587 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -9125350.000000 Penalty: 3656.664307
	Iteration 52Q: 3 clusters Score -9125350 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56788 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -9125294.000000 Penalty: 3656.664307
	Iteration 53Q: 3 clusters Score -9125294 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56966 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -9125299.000000 Penalty: 3656.664307
	Iteration 54Q: 3 clusters Score -9125299 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57108 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -9125298.000000 Penalty: 3656.664307
	Iteration 55Q: 3 clusters Score -9125298 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57246 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -9125317.000000 Penalty: 3656.664307
	Iteration 56Q: 3 clusters Score -9125317 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57382 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -9125329.000000 Penalty: 3656.664307
	Iteration 57Q: 3 clusters Score -9125329 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57508 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -9125326.000000 Penalty: 3656.664307
	Iteration 58Q: 3 clusters Score -9125326 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57638 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -9125321.000000 Penalty: 3656.664307
	Iteration 59Q: 3 clusters Score -9125321 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57786 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -9125291.000000 Penalty: 3656.664307
	Iteration 60F: 3 clusters Score -9125291 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58004 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -9125309.000000 Penalty: 3656.664307
	Iteration 61Q: 3 clusters Score -9125309 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58142 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -9125290.000000 Penalty: 3656.664307
	Iteration 62Q: 3 clusters Score -9125290 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58242 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -9125286.000000 Penalty: 3656.664307
	Iteration 63Q: 3 clusters Score -9125286 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58389 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -9125317.000000 Penalty: 3656.664307
	Iteration 64Q: 3 clusters Score -9125317 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58512 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -9125279.000000 Penalty: 3656.664307
	Iteration 65Q: 3 clusters Score -9125279 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58630 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -9125264.000000 Penalty: 3656.664307
	Iteration 66Q: 3 clusters Score -9125264 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58763 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -9125297.000000 Penalty: 3656.664307
	Iteration 67Q: 3 clusters Score -9125297 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58828 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -9125306.000000 Penalty: 3656.664307
	Iteration 68Q: 3 clusters Score -9125306 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58949 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -9125303.000000 Penalty: 3656.664307
	Iteration 69Q: 3 clusters Score -9125303 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59076 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -9125302.000000 Penalty: 3656.664307
	Iteration 70Q: 3 clusters Score -9125302 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59193 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -9125230.000000 Penalty: 3656.664307
	Iteration 71Q: 3 clusters Score -9125230 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59261 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -9125271.000000 Penalty: 3656.664307
	Iteration 72Q: 3 clusters Score -9125271 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59359 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -9125266.000000 Penalty: 3656.664307
	Iteration 73Q: 3 clusters Score -9125266 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59409 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -9125253.000000 Penalty: 3656.664307
	Iteration 74Q: 3 clusters Score -9125253 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59468 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -9125276.000000 Penalty: 3656.664307
	Iteration 75Q: 3 clusters Score -9125276 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59578 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -9125266.000000 Penalty: 3656.664307
	Iteration 76Q: 3 clusters Score -9125266 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59618 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -9125288.000000 Penalty: 3656.664307
	Iteration 77Q: 3 clusters Score -9125288 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59732 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -9125294.000000 Penalty: 3656.664307
	Iteration 78Q: 3 clusters Score -9125294 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59789 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -9125299.000000 Penalty: 3656.664307
	Iteration 79Q: 3 clusters Score -9125299 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59926 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -9125308.000000 Penalty: 3656.664307
	Iteration 80F: 3 clusters Score -9125308 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60042 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -9125304.000000 Penalty: 3656.664307
	Iteration 81Q: 3 clusters Score -9125304 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60096 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -9125322.000000 Penalty: 3656.664307
	Iteration 82Q: 3 clusters Score -9125322 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60180 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -9125312.000000 Penalty: 3656.664307
	Iteration 83Q: 3 clusters Score -9125312 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60247 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -9125284.000000 Penalty: 3656.664307
	Iteration 84Q: 3 clusters Score -9125284 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60302 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -9125287.000000 Penalty: 3656.664307
	Iteration 85Q: 3 clusters Score -9125287 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60384 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -9125289.000000 Penalty: 3656.664307
	Iteration 86Q: 3 clusters Score -9125289 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60511 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -9125325.000000 Penalty: 3656.664307
	Iteration 87Q: 3 clusters Score -9125325 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60658 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -9125300.000000 Penalty: 3656.664307
	Iteration 88Q: 3 clusters Score -9125300 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60839 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -9125293.000000 Penalty: 3656.664307
	Iteration 89Q: 3 clusters Score -9125293 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61008 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -9125209.000000 Penalty: 3656.664307
	Iteration 90Q: 3 clusters Score -9125209 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61181 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -9125211.000000 Penalty: 3656.664307
	Iteration 91Q: 3 clusters Score -9125211 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61356 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9125209 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61439 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9125182 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61538 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9125144 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61572 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9125165 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61622 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9125171 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61711 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9125187 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61758 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9125181 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61791 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9125183 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61835 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9125200 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61856 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9125209 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61902 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9125190 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61930 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9125171 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61989 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9125204 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61997 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9125199 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62004 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -9125207.000000 Penalty: 3656.664307
	Iteration 106Q: 3 clusters Score -9125207 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62034 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -9125197.000000 Penalty: 3656.664307
	Iteration 107Q: 3 clusters Score -9125197 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62060 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9125187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62069 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9125186 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62091 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9125180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62100 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9125180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62106 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -9125175.000000 Penalty: 3656.664307
	Iteration 112Q: 3 clusters Score -9125175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62112 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -9125173.000000 Penalty: 3656.664307
	Iteration 113Q: 3 clusters Score -9125173 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62123 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9125166 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62153 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -9125183.000000 Penalty: 3656.664307
	Iteration 115Q: 3 clusters Score -9125183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62164 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9125184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62167 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9125178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62174 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9125176 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62245 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -9125164.000000 Penalty: 3656.664307
	Iteration 119Q: 3 clusters Score -9125164 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62245 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -9125161.000000 Penalty: 3656.664307
	Iteration 120F: 3 clusters Score -9125161 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62269 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -9125142.000000 Penalty: 3656.664307
	Iteration 121Q: 3 clusters Score -9125142 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62325 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -9125146 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62342 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -9125135.000000 Penalty: 3656.664307
	Iteration 123Q: 3 clusters Score -9125135 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62347 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -9125137 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62366 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9125150 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62382 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -9125136 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62391 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -9125129 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62418 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -9125120.000000 Penalty: 3656.664307
	Iteration 128Q: 3 clusters Score -9125120 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62458 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -9125096 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62460 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -9125112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62477 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -9125107.000000 Penalty: 3656.664307
	Iteration 131Q: 3 clusters Score -9125107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62478 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -9125095 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62501 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -9125086.000000 Penalty: 3656.664307
	Iteration 133Q: 3 clusters Score -9125086 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62528 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -9125096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62531 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -9125104.000000 Penalty: 3656.664307
	Iteration 135Q: 3 clusters Score -9125104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62541 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -9125107 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62562 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -9125114.000000 Penalty: 3656.664307
	Iteration 137Q: 3 clusters Score -9125114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62572 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -9125098.000000 Penalty: 3656.664307
	Iteration 138Q: 3 clusters Score -9125098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62592 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -9125102.000000 Penalty: 3656.664307
	Iteration 139Q: 3 clusters Score -9125102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62597 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -9125091.000000 Penalty: 3656.664307
	Iteration 140F: 3 clusters Score -9125091 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62611 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -9125084.000000 Penalty: 3656.664307
	Iteration 141Q: 3 clusters Score -9125084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62615 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -9125080.000000 Penalty: 3656.664307
	Iteration 142Q: 3 clusters Score -9125080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62620 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -9125070.000000 Penalty: 3656.664307
	Iteration 143Q: 3 clusters Score -9125070 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62656 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -9125113.000000 Penalty: 3656.664307
	Iteration 144Q: 3 clusters Score -9125113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62659 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -9125115.000000 Penalty: 3656.664307
	Iteration 145Q: 3 clusters Score -9125115 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62687 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -9125113.000000 Penalty: 3656.664307
	Iteration 146Q: 3 clusters Score -9125113 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62711 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -9125123.000000 Penalty: 3656.664307
	Iteration 147Q: 3 clusters Score -9125123 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62749 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -9125111.000000 Penalty: 3656.664307
	Iteration 148Q: 3 clusters Score -9125111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62760 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -9125125.000000 Penalty: 3656.664307
	Iteration 149Q: 3 clusters Score -9125125 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62777 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -9125124.000000 Penalty: 3656.664307
	Iteration 150Q: 3 clusters Score -9125124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62785 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -9125130.000000 Penalty: 3656.664307
	Iteration 151Q: 3 clusters Score -9125130 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62812 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -9125144.000000 Penalty: 3656.664307
	Iteration 152Q: 3 clusters Score -9125144 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62832 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -9125147.000000 Penalty: 3656.664307
	Iteration 153Q: 3 clusters Score -9125147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62838 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -9125140.000000 Penalty: 3656.664307
	Iteration 154Q: 3 clusters Score -9125140 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62844 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -9125133.000000 Penalty: 3656.664307
	Iteration 155Q: 3 clusters Score -9125133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62843 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -9125141.000000 Penalty: 3656.664307
	Iteration 156Q: 3 clusters Score -9125141 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62860 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -9125143.000000 Penalty: 3656.664307
	Iteration 157Q: 3 clusters Score -9125143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62858 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -9125122.000000 Penalty: 3656.664307
	Iteration 158Q: 3 clusters Score -9125122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62861 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -9125126.000000 Penalty: 3656.664307
	Iteration 159Q: 3 clusters Score -9125126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62862 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -9125128.000000 Penalty: 3656.664307
	Iteration 160F: 3 clusters Score -9125128 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62888 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -9125144.000000 Penalty: 3656.664307
	Iteration 161Q: 3 clusters Score -9125144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62897 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -9125122.000000 Penalty: 3656.664307
	Iteration 162Q: 3 clusters Score -9125122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62915 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -9125131.000000 Penalty: 3656.664307
	Iteration 163Q: 3 clusters Score -9125131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62916 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -9125122.000000 Penalty: 3656.664307
	Iteration 164Q: 3 clusters Score -9125122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62918 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -9125129.000000 Penalty: 3656.664307
	Iteration 165Q: 3 clusters Score -9125129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62922 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -9125129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62925 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -9125121.000000 Penalty: 3656.664307
	Iteration 167Q: 3 clusters Score -9125121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62933 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -9125126.000000 Penalty: 3656.664307
	Iteration 168Q: 3 clusters Score -9125126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62934 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -9125124.000000 Penalty: 3656.664307
	Iteration 169Q: 3 clusters Score -9125124 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62958 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -9125131.000000 Penalty: 3656.664307
	Iteration 170Q: 3 clusters Score -9125131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62968 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -9125127.000000 Penalty: 3656.664307
	Iteration 171Q: 3 clusters Score -9125127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62964 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -9125137.000000 Penalty: 3656.664307
	Iteration 172Q: 3 clusters Score -9125137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62966 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -9125132.000000 Penalty: 3656.664307
	Iteration 173Q: 3 clusters Score -9125132 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62966 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -9125135.000000 Penalty: 3656.664307
	Iteration 174Q: 3 clusters Score -9125135 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62998 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -9125121.000000 Penalty: 3656.664307
	Iteration 175Q: 3 clusters Score -9125121 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63029 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -9125131.000000 Penalty: 3656.664307
	Iteration 176Q: 3 clusters Score -9125131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63038 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -9125127.000000 Penalty: 3656.664307
	Iteration 177Q: 3 clusters Score -9125127 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63052 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -9125110.000000 Penalty: 3656.664307
	Iteration 178Q: 3 clusters Score -9125110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63053 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -9125113.000000 Penalty: 3656.664307
	Iteration 179Q: 3 clusters Score -9125113 nChanged 3
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Mstep: Class 1 contains 63052 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -9125115.000000 Penalty: 3656.664307
	Iteration 180F: 3 clusters Score -9125115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (98590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98590 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -1.157281e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49355 members 
Mstep: Class 2 contains 49235 members 
Entering Unmasked Estep 
Score: -11507887.000000 Penalty: 3737.085693
	Iteration 0F: 3 clusters Score -1.150789e+07 nChanged 47076
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50087 members 
Mstep: Class 2 contains 48503 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1.153514e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50216 members 
Mstep: Class 2 contains 48374 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -1.153592e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50339 members 
Mstep: Class 2 contains 48251 members 
Entering Unmasked Estep 
Score: -11536917.000000 Penalty: 3737.085693
	Iteration 3Q: 3 clusters Score -1.153692e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50508 members 
Mstep: Class 2 contains 48082 members 
Entering Unmasked Estep 
Score: -11538130.000000 Penalty: 3737.085693
	Iteration 4Q: 3 clusters Score -1.153813e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50575 members 
Mstep: Class 2 contains 48015 members 
Entering Unmasked Estep 
Score: -11539883.000000 Penalty: 3737.085693
	Iteration 5Q: 3 clusters Score -1.153988e+07 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50502 members 
Mstep: Class 2 contains 48088 members 
Entering Unmasked Estep 
Score: -11542868.000000 Penalty: 3737.085693
	Iteration 6Q: 3 clusters Score -1.154287e+07 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50114 members 
Mstep: Class 2 contains 48476 members 
Entering Unmasked Estep 
Score: -11548016.000000 Penalty: 3737.085693
	Iteration 7F: 3 clusters Score -1.154802e+07 nChanged 6770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49260 members 
Mstep: Class 2 contains 49330 members 
Entering Unmasked Estep 
Score: -11554179.000000 Penalty: 3737.085693
	Iteration 8F: 3 clusters Score -1.155418e+07 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48232 members 
Mstep: Class 2 contains 50358 members 
Entering Unmasked Estep 
Score: -11558726.000000 Penalty: 3737.085693
	Iteration 9F: 3 clusters Score -1.155873e+07 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47085 members 
Mstep: Class 2 contains 51505 members 
Entering Unmasked Estep 
Score: -11561400.000000 Penalty: 3737.085693
	Iteration 10Q: 3 clusters Score -1.15614e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45764 members 
Mstep: Class 2 contains 52826 members 
Entering Unmasked Estep 
Score: -11563557.000000 Penalty: 3737.085693
	Iteration 11Q: 3 clusters Score -1.156356e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44412 members 
Mstep: Class 2 contains 54178 members 
Entering Unmasked Estep 
Score: -11565852.000000 Penalty: 3737.085693
	Iteration 12Q: 3 clusters Score -1.156585e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43111 members 
Mstep: Class 2 contains 55479 members 
Entering Unmasked Estep 
Score: -11567524.000000 Penalty: 3737.085693
	Iteration 13Q: 3 clusters Score -1.156752e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41840 members 
Mstep: Class 2 contains 56750 members 
Entering Unmasked Estep 
Score: -11568836.000000 Penalty: 3737.085693
	Iteration 14Q: 3 clusters Score -1.156884e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40628 members 
Mstep: Class 2 contains 57962 members 
Entering Unmasked Estep 
Score: -11569570.000000 Penalty: 3737.085693
	Iteration 15Q: 3 clusters Score -1.156957e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39456 members 
Mstep: Class 2 contains 59134 members 
Entering Unmasked Estep 
Score: -11570013.000000 Penalty: 3737.085693
	Iteration 16Q: 3 clusters Score -1.157001e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38367 members 
Mstep: Class 2 contains 60223 members 
Entering Unmasked Estep 
Score: -11570230.000000 Penalty: 3737.085693
	Iteration 17Q: 3 clusters Score -1.157023e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37341 members 
Mstep: Class 2 contains 61249 members 
Entering Unmasked Estep 
Score: -11570359.000000 Penalty: 3737.085693
	Iteration 18Q: 3 clusters Score -1.157036e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36373 members 
Mstep: Class 2 contains 62217 members 
Entering Unmasked Estep 
Score: -11570447.000000 Penalty: 3737.085693
	Iteration 19Q: 3 clusters Score -1.157045e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35413 members 
Mstep: Class 2 contains 63177 members 
Entering Unmasked Estep 
Score: -11570440.000000 Penalty: 3737.085693
	Iteration 20F: 3 clusters Score -1.157044e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34551 members 
Mstep: Class 2 contains 64039 members 
Entering Unmasked Estep 
Score: -11570441.000000 Penalty: 3737.085693
	Iteration 21Q: 3 clusters Score -1.157044e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33732 members 
Mstep: Class 2 contains 64858 members 
Entering Unmasked Estep 
Score: -11570463.000000 Penalty: 3737.085693
	Iteration 22Q: 3 clusters Score -1.157046e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 65607 members 
Entering Unmasked Estep 
Score: -11570485.000000 Penalty: 3737.085693
	Iteration 23Q: 3 clusters Score -1.157048e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32233 members 
Mstep: Class 2 contains 66357 members 
Entering Unmasked Estep 
Score: -11570489.000000 Penalty: 3737.085693
	Iteration 24Q: 3 clusters Score -1.157049e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31554 members 
Mstep: Class 2 contains 67036 members 
Entering Unmasked Estep 
Score: -11570543.000000 Penalty: 3737.085693
	Iteration 25Q: 3 clusters Score -1.157054e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 67661 members 
Entering Unmasked Estep 
Score: -11570531.000000 Penalty: 3737.085693
	Iteration 26Q: 3 clusters Score -1.157053e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30386 members 
Mstep: Class 2 contains 68204 members 
Entering Unmasked Estep 
Score: -11570564.000000 Penalty: 3737.085693
	Iteration 27Q: 3 clusters Score -1.157056e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 68757 members 
Entering Unmasked Estep 
Score: -11570558.000000 Penalty: 3737.085693
	Iteration 28Q: 3 clusters Score -1.157056e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 69340 members 
Entering Unmasked Estep 
Score: -11570506.000000 Penalty: 3737.085693
	Iteration 29Q: 3 clusters Score -1.157051e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28686 members 
Mstep: Class 2 contains 69904 members 
Entering Unmasked Estep 
Score: -11570522.000000 Penalty: 3737.085693
	Iteration 30Q: 3 clusters Score -1.157052e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 70419 members 
Entering Unmasked Estep 
Score: -11570517.000000 Penalty: 3737.085693
	Iteration 31Q: 3 clusters Score -1.157052e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 70919 members 
Entering Unmasked Estep 
Score: -11570485.000000 Penalty: 3737.085693
	Iteration 32Q: 3 clusters Score -1.157048e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 71392 members 
Entering Unmasked Estep 
Score: -11570521.000000 Penalty: 3737.085693
	Iteration 33Q: 3 clusters Score -1.157052e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 71888 members 
Entering Unmasked Estep 
Score: -11570534.000000 Penalty: 3737.085693
	Iteration 34Q: 3 clusters Score -1.157053e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 72366 members 
Entering Unmasked Estep 
Score: -11570558.000000 Penalty: 3737.085693
	Iteration 35Q: 3 clusters Score -1.157056e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 72798 members 
Entering Unmasked Estep 
Score: -11570527.000000 Penalty: 3737.085693
	Iteration 36Q: 3 clusters Score -1.157053e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 73254 members 
Entering Unmasked Estep 
Score: -11570529.000000 Penalty: 3737.085693
	Iteration 37Q: 3 clusters Score -1.157053e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 73664 members 
Entering Unmasked Estep 
Score: -11570532.000000 Penalty: 3737.085693
	Iteration 38Q: 3 clusters Score -1.157053e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 74050 members 
Entering Unmasked Estep 
Score: -11570585.000000 Penalty: 3737.085693
	Iteration 39Q: 3 clusters Score -1.157058e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 74423 members 
Entering Unmasked Estep 
Score: -11570608.000000 Penalty: 3737.085693
	Iteration 40F: 3 clusters Score -1.157061e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 74802 members 
Entering Unmasked Estep 
Score: -11570599.000000 Penalty: 3737.085693
	Iteration 41Q: 3 clusters Score -1.15706e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 75130 members 
Entering Unmasked Estep 
Score: -11570616.000000 Penalty: 3737.085693
	Iteration 42Q: 3 clusters Score -1.157062e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 75489 members 
Entering Unmasked Estep 
Score: -11570564.000000 Penalty: 3737.085693
	Iteration 43Q: 3 clusters Score -1.157056e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 75850 members 
Entering Unmasked Estep 
Score: -11570575.000000 Penalty: 3737.085693
	Iteration 44Q: 3 clusters Score -1.157058e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 76175 members 
Entering Unmasked Estep 
Score: -11570583.000000 Penalty: 3737.085693
	Iteration 45Q: 3 clusters Score -1.157058e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 76484 members 
Entering Unmasked Estep 
Score: -11570592.000000 Penalty: 3737.085693
	Iteration 46Q: 3 clusters Score -1.157059e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 76775 members 
Entering Unmasked Estep 
Score: -11570608.000000 Penalty: 3737.085693
	Iteration 47Q: 3 clusters Score -1.157061e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 77062 members 
Entering Unmasked Estep 
Score: -11570619.000000 Penalty: 3737.085693
	Iteration 48Q: 3 clusters Score -1.157062e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 77327 members 
Entering Unmasked Estep 
Score: -11570579.000000 Penalty: 3737.085693
	Iteration 49Q: 3 clusters Score -1.157058e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 77583 members 
Entering Unmasked Estep 
Score: -11570617.000000 Penalty: 3737.085693
	Iteration 50Q: 3 clusters Score -1.157062e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 77862 members 
Entering Unmasked Estep 
Score: -11570607.000000 Penalty: 3737.085693
	Iteration 51Q: 3 clusters Score -1.157061e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 78138 members 
Entering Unmasked Estep 
Score: -11570587.000000 Penalty: 3737.085693
	Iteration 52Q: 3 clusters Score -1.157059e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 78380 members 
Entering Unmasked Estep 
Score: -11570589.000000 Penalty: 3737.085693
	Iteration 53Q: 3 clusters Score -1.157059e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 78613 members 
Entering Unmasked Estep 
Score: -11570627.000000 Penalty: 3737.085693
	Iteration 54Q: 3 clusters Score -1.157063e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 78833 members 
Entering Unmasked Estep 
Score: -11570626.000000 Penalty: 3737.085693
	Iteration 55Q: 3 clusters Score -1.157063e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 79025 members 
Entering Unmasked Estep 
Score: -11570617.000000 Penalty: 3737.085693
	Iteration 56Q: 3 clusters Score -1.157062e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 79217 members 
Entering Unmasked Estep 
Score: -11570626.000000 Penalty: 3737.085693
	Iteration 57Q: 3 clusters Score -1.157063e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 79399 members 
Entering Unmasked Estep 
Score: -11570642.000000 Penalty: 3737.085693
	Iteration 58Q: 3 clusters Score -1.157064e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 79589 members 
Entering Unmasked Estep 
Score: -11570660.000000 Penalty: 3737.085693
	Iteration 59Q: 3 clusters Score -1.157066e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 79790 members 
Entering Unmasked Estep 
Score: -11570669.000000 Penalty: 3737.085693
	Iteration 60F: 3 clusters Score -1.157067e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 80021 members 
Entering Unmasked Estep 
Score: -11570668.000000 Penalty: 3737.085693
	Iteration 61Q: 3 clusters Score -1.157067e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 80235 members 
Entering Unmasked Estep 
Score: -11570697.000000 Penalty: 3737.085693
	Iteration 62Q: 3 clusters Score -1.15707e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 80463 members 
Entering Unmasked Estep 
Score: -11570712.000000 Penalty: 3737.085693
	Iteration 63Q: 3 clusters Score -1.157071e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 80711 members 
Entering Unmasked Estep 
Score: -11570691.000000 Penalty: 3737.085693
	Iteration 64Q: 3 clusters Score -1.157069e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 80949 members 
Entering Unmasked Estep 
Score: -11570715.000000 Penalty: 3737.085693
	Iteration 65Q: 3 clusters Score -1.157072e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 81162 members 
Entering Unmasked Estep 
Score: -11570719.000000 Penalty: 3737.085693
	Iteration 66Q: 3 clusters Score -1.157072e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 81360 members 
Entering Unmasked Estep 
Score: -11570727.000000 Penalty: 3737.085693
	Iteration 67Q: 3 clusters Score -1.157073e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 81558 members 
Entering Unmasked Estep 
Score: -11570751.000000 Penalty: 3737.085693
	Iteration 68Q: 3 clusters Score -1.157075e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 81729 members 
Entering Unmasked Estep 
Score: -11570786.000000 Penalty: 3737.085693
	Iteration 69Q: 3 clusters Score -1.157079e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 81885 members 
Entering Unmasked Estep 
Score: -11570797.000000 Penalty: 3737.085693
	Iteration 70Q: 3 clusters Score -1.15708e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 82032 members 
Entering Unmasked Estep 
Score: -11570782.000000 Penalty: 3737.085693
	Iteration 71Q: 3 clusters Score -1.157078e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 82177 members 
Entering Unmasked Estep 
Score: -11570819.000000 Penalty: 3737.085693
	Iteration 72Q: 3 clusters Score -1.157082e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 82276 members 
Entering Unmasked Estep 
Score: -11570838.000000 Penalty: 3737.085693
	Iteration 73Q: 3 clusters Score -1.157084e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 82387 members 
Entering Unmasked Estep 
Score: -11570826.000000 Penalty: 3737.085693
	Iteration 74Q: 3 clusters Score -1.157083e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 82468 members 
Entering Unmasked Estep 
Score: -11570834.000000 Penalty: 3737.085693
	Iteration 75Q: 3 clusters Score -1.157083e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 82539 members 
Entering Unmasked Estep 
Score: -11570850.000000 Penalty: 3737.085693
	Iteration 76Q: 3 clusters Score -1.157085e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 82596 members 
Entering Unmasked Estep 
Score: -11570841.000000 Penalty: 3737.085693
	Iteration 77Q: 3 clusters Score -1.157084e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 82654 members 
Entering Unmasked Estep 
Score: -11570835.000000 Penalty: 3737.085693
	Iteration 78Q: 3 clusters Score -1.157084e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 82717 members 
Entering Unmasked Estep 
Score: -11570845.000000 Penalty: 3737.085693
	Iteration 79Q: 3 clusters Score -1.157084e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 82786 members 
Entering Unmasked Estep 
Score: -11570841.000000 Penalty: 3737.085693
	Iteration 80F: 3 clusters Score -1.157084e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 82819 members 
Entering Unmasked Estep 
Score: -11570826.000000 Penalty: 3737.085693
	Iteration 81Q: 3 clusters Score -1.157083e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 82854 members 
Entering Unmasked Estep 
Score: -11570833.000000 Penalty: 3737.085693
	Iteration 82Q: 3 clusters Score -1.157083e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 82893 members 
Entering Unmasked Estep 
Score: -11570845.000000 Penalty: 3737.085693
	Iteration 83Q: 3 clusters Score -1.157084e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 82924 members 
Entering Unmasked Estep 
Score: -11570839.000000 Penalty: 3737.085693
	Iteration 84Q: 3 clusters Score -1.157084e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 82948 members 
Entering Unmasked Estep 
Score: -11570831.000000 Penalty: 3737.085693
	Iteration 85Q: 3 clusters Score -1.157083e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 82981 members 
Entering Unmasked Estep 
Score: -11570830.000000 Penalty: 3737.085693
	Iteration 86Q: 3 clusters Score -1.157083e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 82999 members 
Entering Unmasked Estep 
Score: -11570843.000000 Penalty: 3737.085693
	Iteration 87Q: 3 clusters Score -1.157084e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 83017 members 
Entering Unmasked Estep 
Score: -11570837.000000 Penalty: 3737.085693
	Iteration 88Q: 3 clusters Score -1.157084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 83022 members 
Entering Unmasked Estep 
Score: -11570845.000000 Penalty: 3737.085693
	Iteration 89Q: 3 clusters Score -1.157084e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 83029 members 
Entering Unmasked Estep 
Score: -11570842.000000 Penalty: 3737.085693
	Iteration 90Q: 3 clusters Score -1.157084e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 83036 members 
Entering Unmasked Estep 
Score: -11570835.000000 Penalty: 3737.085693
	Iteration 91Q: 3 clusters Score -1.157084e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 83045 members 
Entering Unmasked Estep 
Score: -11570837.000000 Penalty: 3737.085693
	Iteration 92Q: 3 clusters Score -1.157084e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 83050 members 
Entering Unmasked Estep 
Score: -11570839.000000 Penalty: 3737.085693
	Iteration 93Q: 3 clusters Score -1.157084e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 83058 members 
Entering Unmasked Estep 
Score: -11570846.000000 Penalty: 3737.085693
	Iteration 94Q: 3 clusters Score -1.157085e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 83061 members 
Entering Unmasked Estep 
Score: -11570841.000000 Penalty: 3737.085693
	Iteration 95Q: 3 clusters Score -1.157084e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 83064 members 
Entering Unmasked Estep 
Score: -11570830.000000 Penalty: 3737.085693
	Iteration 96Q: 3 clusters Score -1.157083e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 83073 members 
Entering Unmasked Estep 
Score: -11570840.000000 Penalty: 3737.085693
	Iteration 97Q: 3 clusters Score -1.157084e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 83084 members 
Entering Unmasked Estep 
Score: -11570846.000000 Penalty: 3737.085693
	Iteration 98Q: 3 clusters Score -1.157085e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 83096 members 
Entering Unmasked Estep 
Score: -11570844.000000 Penalty: 3737.085693
	Iteration 99Q: 3 clusters Score -1.157084e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 83110 members 
Entering Unmasked Estep 
Score: -11570830.000000 Penalty: 3737.085693
	Iteration 100F: 3 clusters Score -1.157083e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 83122 members 
Entering Unmasked Estep 
Score: -11570849.000000 Penalty: 3737.085693
	Iteration 101Q: 3 clusters Score -1.157085e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 83126 members 
Entering Unmasked Estep 
Score: -11570849.000000 Penalty: 3737.085693
	Iteration 102Q: 3 clusters Score -1.157085e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 83137 members 
Entering Unmasked Estep 
Score: -11570838.000000 Penalty: 3737.085693
	Iteration 103Q: 3 clusters Score -1.157084e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 83157 members 
Entering Unmasked Estep 
Score: -11570864.000000 Penalty: 3737.085693
	Iteration 104Q: 3 clusters Score -1.157086e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 83188 members 
Entering Unmasked Estep 
Score: -11570855.000000 Penalty: 3737.085693
	Iteration 105Q: 3 clusters Score -1.157086e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 83201 members 
Entering Unmasked Estep 
Score: -11570848.000000 Penalty: 3737.085693
	Iteration 106Q: 3 clusters Score -1.157085e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 83217 members 
Entering Unmasked Estep 
Score: -11570856.000000 Penalty: 3737.085693
	Iteration 107Q: 3 clusters Score -1.157086e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 83235 members 
Entering Unmasked Estep 
Score: -11570862.000000 Penalty: 3737.085693
	Iteration 108Q: 3 clusters Score -1.157086e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 83247 members 
Entering Unmasked Estep 
Score: -11570855.000000 Penalty: 3737.085693
	Iteration 109Q: 3 clusters Score -1.157086e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 83260 members 
Entering Unmasked Estep 
Score: -11570844.000000 Penalty: 3737.085693
	Iteration 110Q: 3 clusters Score -1.157084e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 83269 members 
Entering Unmasked Estep 
Score: -11570847.000000 Penalty: 3737.085693
	Iteration 111Q: 3 clusters Score -1.157085e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 83289 members 
Entering Unmasked Estep 
Score: -11570844.000000 Penalty: 3737.085693
	Iteration 112Q: 3 clusters Score -1.157084e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 83309 members 
Entering Unmasked Estep 
Score: -11570841.000000 Penalty: 3737.085693
	Iteration 113Q: 3 clusters Score -1.157084e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 83335 members 
Entering Unmasked Estep 
Score: -11570839.000000 Penalty: 3737.085693
	Iteration 114Q: 3 clusters Score -1.157084e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 83368 members 
Entering Unmasked Estep 
Score: -11570854.000000 Penalty: 3737.085693
	Iteration 115Q: 3 clusters Score -1.157085e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 83399 members 
Entering Unmasked Estep 
Score: -11570849.000000 Penalty: 3737.085693
	Iteration 116Q: 3 clusters Score -1.157085e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 83432 members 
Entering Unmasked Estep 
Score: -11570849.000000 Penalty: 3737.085693
	Iteration 117Q: 3 clusters Score -1.157085e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 83462 members 
Entering Unmasked Estep 
Score: -11570851.000000 Penalty: 3737.085693
	Iteration 118Q: 3 clusters Score -1.157085e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 83494 members 
Entering Unmasked Estep 
Score: -11570838.000000 Penalty: 3737.085693
	Iteration 119Q: 3 clusters Score -1.157084e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 83513 members 
Entering Unmasked Estep 
Score: -11570837.000000 Penalty: 3737.085693
	Iteration 120F: 3 clusters Score -1.157084e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 83530 members 
Entering Unmasked Estep 
Score: -11570837.000000 Penalty: 3737.085693
	Iteration 121Q: 3 clusters Score -1.157084e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 83540 members 
Entering Unmasked Estep 
Score: -11570833.000000 Penalty: 3737.085693
	Iteration 122Q: 3 clusters Score -1.157083e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 83550 members 
Entering Unmasked Estep 
Score: -11570840.000000 Penalty: 3737.085693
	Iteration 123Q: 3 clusters Score -1.157084e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 83570 members 
Entering Unmasked Estep 
Score: -11570829.000000 Penalty: 3737.085693
	Iteration 124Q: 3 clusters Score -1.157083e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 83583 members 
Entering Unmasked Estep 
Score: -11570820.000000 Penalty: 3737.085693
	Iteration 125Q: 3 clusters Score -1.157082e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 83590 members 
Entering Unmasked Estep 
Score: -11570825.000000 Penalty: 3737.085693
	Iteration 126Q: 3 clusters Score -1.157082e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 83611 members 
Entering Unmasked Estep 
Score: -11570816.000000 Penalty: 3737.085693
	Iteration 127Q: 3 clusters Score -1.157082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 83616 members 
Entering Unmasked Estep 
Score: -11570829.000000 Penalty: 3737.085693
	Iteration 128Q: 3 clusters Score -1.157083e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 83622 members 
Entering Unmasked Estep 
Score: -11570819.000000 Penalty: 3737.085693
	Iteration 129Q: 3 clusters Score -1.157082e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 83634 members 
Entering Unmasked Estep 
Score: -11570831.000000 Penalty: 3737.085693
	Iteration 130Q: 3 clusters Score -1.157083e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 83636 members 
Entering Unmasked Estep 
Score: -11570835.000000 Penalty: 3737.085693
	Iteration 131Q: 3 clusters Score -1.157084e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 83636 members 
Entering Unmasked Estep 
Score: -11570835.000000 Penalty: 3737.085693
	Iteration 132F: 3 clusters Score -1.157084e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (17685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Entering Unmasked Estep 
Score: -2095145.000000 Penalty: 1589.326660
	Iteration 0F: 2 clusters Score -2095145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -2082998.750000 Penalty: 3178.653320
	Iteration 0F: 3 clusters Score -2082999 nChanged 8023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -2087375.625000 Penalty: 3178.653320
	Iteration 1F: 3 clusters Score -2087376 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -2087588.750000 Penalty: 3178.653320
	Iteration 2Q: 3 clusters Score -2087589 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -2087734.750000 Penalty: 3178.653320
	Iteration 3Q: 3 clusters Score -2087735 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -2087869.250000 Penalty: 3178.653320
	Iteration 4Q: 3 clusters Score -2087869 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -2087951.750000 Penalty: 3178.653320
	Iteration 5Q: 3 clusters Score -2087952 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -2088043.875000 Penalty: 3178.653320
	Iteration 6Q: 3 clusters Score -2088044 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -2088134.750000 Penalty: 3178.653320
	Iteration 7Q: 3 clusters Score -2088135 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -2088209.500000 Penalty: 3178.653320
	Iteration 8Q: 3 clusters Score -2088210 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -2088312.250000 Penalty: 3178.653320
	Iteration 9Q: 3 clusters Score -2088312 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -2088443.625000 Penalty: 3178.653320
	Iteration 10Q: 3 clusters Score -2088444 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -2088640.125000 Penalty: 3178.653320
	Iteration 11Q: 3 clusters Score -2088640 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -2088932.375000 Penalty: 3178.653320
	Iteration 12Q: 3 clusters Score -2088932 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -2089383.750000 Penalty: 3178.653320
	Iteration 13Q: 3 clusters Score -2089384 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -2090120.625000 Penalty: 3178.653320
	Iteration 14F: 3 clusters Score -2090121 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -2091167.875000 Penalty: 3178.653320
	Iteration 15F: 3 clusters Score -2091168 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -2092171.875000 Penalty: 3178.653320
	Iteration 16F: 3 clusters Score -2092172 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -2092900.875000 Penalty: 3178.653320
	Iteration 17Q: 3 clusters Score -2092901 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -2093324.875000 Penalty: 3178.653320
	Iteration 18Q: 3 clusters Score -2093325 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -2093528.000000 Penalty: 3178.653320
	Iteration 19Q: 3 clusters Score -2093528 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -2093630.625000 Penalty: 3178.653320
	Iteration 20F: 3 clusters Score -2093631 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -2093687.750000 Penalty: 3178.653320
	Iteration 21Q: 3 clusters Score -2093688 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -2093710.750000 Penalty: 3178.653320
	Iteration 22Q: 3 clusters Score -2093711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -2093727.750000 Penalty: 3178.653320
	Iteration 23Q: 3 clusters Score -2093728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -2093742.875000 Penalty: 3178.653320
	Iteration 24Q: 3 clusters Score -2093743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -2093752.375000 Penalty: 3178.653320
	Iteration 25Q: 3 clusters Score -2093752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -2093755.875000 Penalty: 3178.653320
	Iteration 26Q: 3 clusters Score -2093756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -2093758.875000 Penalty: 3178.653320
	Iteration 27Q: 3 clusters Score -2093759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -2093758.875000 Penalty: 3178.653320
	Iteration 28Q: 3 clusters Score -2093759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -2093758.875000 Penalty: 3178.653320
	Iteration 29F: 3 clusters Score -2093759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 196914 members 
Mstep: Class 3 contains 82664 members 
Mstep: Class 4 contains 10226 members 
Mstep: Class 5 contains 9725 members 
Mstep: Class 6 contains 36036 members 
Mstep: Class 7 contains 85090 members 
Mstep: Class 8 contains 14647 members 
Mstep: Class 9 contains 37126 members 
Mstep: Class 10 contains 9132 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 362 members 
Mstep: Class 13 contains 8881 members 
Mstep: Class 14 contains 699 members 
Mstep: Class 15 contains 19181 members 
Mstep: Class 16 contains 68194 members 
Mstep: Class 17 contains 112376 members 
Mstep: Class 18 contains 87103 members 
Mstep: Class 19 contains 3413 members 
Mstep: Class 20 contains 92687 members 
Mstep: Class 21 contains 33625 members 
Mstep: Class 22 contains 17112 members 
Mstep: Class 23 contains 10567 members 
Mstep: Class 24 contains 3662 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 559 members 
Mstep: Class 28 contains 89083 members 
Mstep: Class 29 contains 6087 members 
Mstep: Class 31 contains 23368 members 
Mstep: Class 32 contains 5984 members 
Mstep: Class 33 contains 4772 members 
Mstep: Class 34 contains 331 members 
Mstep: Class 35 contains 181 members 
Mstep: Class 36 contains 1543 members 
Mstep: Class 37 contains 55513 members 
Mstep: Class 38 contains 1246 members 
Mstep: Class 39 contains 111063 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18834 members 
Mstep: Class 44 contains 133401 members 
Mstep: Class 45 contains 24305 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 44111 members 
Mstep: Class 49 contains 13465 members 
Mstep: Class 50 contains 546 members 
Mstep: Class 51 contains 992 members 
Mstep: Class 52 contains 4568 members 
Mstep: Class 53 contains 76978 members 
Mstep: Class 54 contains 98590 members 
Mstep: Class 55 contains 17685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194713040.000000 Penalty: 135338.375000
Iteration 319Q: 59 clusters Score -1.94713e+08 nChanged 11224
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 196908 members 
Mstep: Class 3 contains 82581 members 
Mstep: Class 4 contains 10202 members 
Mstep: Class 5 contains 9744 members 
Mstep: Class 6 contains 36008 members 
Mstep: Class 7 contains 85090 members 
Mstep: Class 8 contains 14644 members 
Mstep: Class 9 contains 37117 members 
Mstep: Class 10 contains 9150 members 
Mstep: Class 11 contains 178 members 
Mstep: Class 12 contains 363 members 
Mstep: Class 13 contains 8882 members 
Mstep: Class 14 contains 699 members 
Mstep: Class 15 contains 19180 members 
Mstep: Class 16 contains 68182 members 
Mstep: Class 17 contains 112321 members 
Mstep: Class 18 contains 86800 members 
Mstep: Class 19 contains 3414 members 
Mstep: Class 20 contains 94482 members 
Mstep: Class 21 contains 33622 members 
Mstep: Class 22 contains 17052 members 
Mstep: Class 23 contains 10558 members 
Mstep: Class 24 contains 3662 members 
Mstep: Class 25 contains 798 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 558 members 
Mstep: Class 28 contains 88919 members 
Mstep: Class 29 contains 6087 members 
Mstep: Class 30 contains 31046 members 
Mstep: Class 31 contains 23321 members 
Mstep: Class 32 contains 5985 members 
Mstep: Class 33 contains 4758 members 
Mstep: Class 34 contains 344 members 
Mstep: Class 35 contains 180 members 
Mstep: Class 36 contains 1545 members 
Mstep: Class 37 contains 55126 members 
Mstep: Class 38 contains 1246 members 
Mstep: Class 39 contains 110993 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 317 members 
Mstep: Class 42 contains 495 members 
Mstep: Class 43 contains 18829 members 
Mstep: Class 44 contains 134684 members 
Mstep: Class 45 contains 23968 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 182 members 
Mstep: Class 48 contains 43473 members 
Mstep: Class 49 contains 13466 members 
Mstep: Class 50 contains 537 members 
Mstep: Class 51 contains 997 members 
Mstep: Class 52 contains 4566 members 
Mstep: Class 53 contains 77730 members 
Mstep: Class 54 contains 97826 members 
Mstep: Class 55 contains 17310 members 
Mstep: Class 56 contains 552 members 
Mstep: Class 57 contains 138 members 
Mstep: Class 58 contains 165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 35. Lose 1680.592896 but Gain 2333.421875
Score: -194714272.000000 Penalty: 133004.953125
Iteration 320F: 58 clusters Score -1.947143e+08 nChanged 11907
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 196897 members 
Mstep: Class 3 contains 82321 members 
Mstep: Class 4 contains 10155 members 
Mstep: Class 5 contains 9748 members 
Mstep: Class 6 contains 35960 members 
Mstep: Class 7 contains 84850 members 
Mstep: Class 8 contains 14640 members 
Mstep: Class 9 contains 37104 members 
Mstep: Class 10 contains 9157 members 
Mstep: Class 11 contains 175 members 
Mstep: Class 12 contains 370 members 
Mstep: Class 13 contains 8884 members 
Mstep: Class 14 contains 690 members 
Mstep: Class 15 contains 19180 members 
Mstep: Class 16 contains 68177 members 
Mstep: Class 17 contains 112129 members 
Mstep: Class 18 contains 85673 members 
Mstep: Class 19 contains 3408 members 
Mstep: Class 20 contains 96045 members 
Mstep: Class 21 contains 33622 members 
Mstep: Class 22 contains 17038 members 
Mstep: Class 23 contains 10546 members 
Mstep: Class 24 contains 3662 members 
Mstep: Class 25 contains 794 members 
Mstep: Class 26 contains 157 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 88777 members 
Mstep: Class 29 contains 6082 members 
Mstep: Class 30 contains 32224 members 
Mstep: Class 31 contains 23293 members 
Mstep: Class 32 contains 5986 members 
Mstep: Class 33 contains 4652 members 
Mstep: Class 34 contains 349 members 
Mstep: Class 36 contains 1487 members 
Mstep: Class 37 contains 54699 members 
Mstep: Class 38 contains 1243 members 
Mstep: Class 39 contains 110742 members 
Mstep: Class 40 contains 491 members 
Mstep: Class 41 contains 316 members 
Mstep: Class 42 contains 492 members 
Mstep: Class 43 contains 18837 members 
Mstep: Class 44 contains 135253 members 
Mstep: Class 45 contains 23731 members 
Mstep: Class 46 contains 464 members 
Mstep: Class 47 contains 182 members 
Mstep: Class 48 contains 42801 members 
Mstep: Class 49 contains 13467 members 
Mstep: Class 50 contains 534 members 
Mstep: Class 51 contains 998 members 
Mstep: Class 52 contains 4557 members 
Mstep: Class 53 contains 79245 members 
Mstep: Class 54 contains 97164 members 
Mstep: Class 55 contains 16971 members 
Mstep: Class 56 contains 675 members 
Mstep: Class 57 contains 148 members 
Mstep: Class 58 contains 291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715664.000000 Penalty: 133004.953125
Iteration 321Q: 58 clusters Score -1.947157e+08 nChanged 11084
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 196895 members 
Mstep: Class 3 contains 82176 members 
Mstep: Class 4 contains 10120 members 
Mstep: Class 5 contains 9743 members 
Mstep: Class 6 contains 35908 members 
Mstep: Class 7 contains 84666 members 
Mstep: Class 8 contains 14633 members 
Mstep: Class 9 contains 37100 members 
Mstep: Class 10 contains 9157 members 
Mstep: Class 11 contains 176 members 
Mstep: Class 12 contains 373 members 
Mstep: Class 13 contains 8884 members 
Mstep: Class 14 contains 685 members 
Mstep: Class 15 contains 19180 members 
Mstep: Class 16 contains 68165 members 
Mstep: Class 17 contains 111971 members 
Mstep: Class 18 contains 84548 members 
Mstep: Class 19 contains 3404 members 
Mstep: Class 20 contains 97959 members 
Mstep: Class 21 contains 33622 members 
Mstep: Class 22 contains 17029 members 
Mstep: Class 23 contains 10532 members 
Mstep: Class 24 contains 3662 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 155 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 88616 members 
Mstep: Class 29 contains 6082 members 
Mstep: Class 30 contains 32931 members 
Mstep: Class 31 contains 23278 members 
Mstep: Class 32 contains 5987 members 
Mstep: Class 33 contains 4582 members 
Mstep: Class 34 contains 354 members 
Mstep: Class 36 contains 1463 members 
Mstep: Class 37 contains 54253 members 
Mstep: Class 38 contains 1240 members 
Mstep: Class 39 contains 110391 members 
Mstep: Class 40 contains 493 members 
Mstep: Class 41 contains 315 members 
Mstep: Class 42 contains 494 members 
Mstep: Class 43 contains 18853 members 
Mstep: Class 44 contains 135746 members 
Mstep: Class 45 contains 23482 members 
Mstep: Class 46 contains 464 members 
Mstep: Class 47 contains 183 members 
Mstep: Class 48 contains 42090 members 
Mstep: Class 49 contains 13469 members 
Mstep: Class 50 contains 531 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4562 members 
Mstep: Class 53 contains 80851 members 
Mstep: Class 54 contains 96505 members 
Mstep: Class 55 contains 16668 members 
Mstep: Class 56 contains 699 members 
Mstep: Class 57 contains 150 members 
Mstep: Class 58 contains 293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194714848.000000 Penalty: 133004.953125
Iteration 322Q: 58 clusters Score -1.947148e+08 nChanged 11871
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 196897 members 
Mstep: Class 3 contains 82076 members 
Mstep: Class 4 contains 10083 members 
Mstep: Class 5 contains 9739 members 
Mstep: Class 6 contains 35858 members 
Mstep: Class 7 contains 84504 members 
Mstep: Class 8 contains 14622 members 
Mstep: Class 9 contains 37090 members 
Mstep: Class 10 contains 9158 members 
Mstep: Class 11 contains 177 members 
Mstep: Class 12 contains 373 members 
Mstep: Class 13 contains 8884 members 
Mstep: Class 14 contains 682 members 
Mstep: Class 15 contains 19176 members 
Mstep: Class 16 contains 68158 members 
Mstep: Class 17 contains 111736 members 
Mstep: Class 18 contains 83377 members 
Mstep: Class 19 contains 3405 members 
Mstep: Class 20 contains 100255 members 
Mstep: Class 21 contains 33623 members 
Mstep: Class 22 contains 16987 members 
Mstep: Class 23 contains 10520 members 
Mstep: Class 24 contains 3663 members 
Mstep: Class 25 contains 791 members 
Mstep: Class 26 contains 154 members 
Mstep: Class 27 contains 577 members 
Mstep: Class 28 contains 88466 members 
Mstep: Class 29 contains 6082 members 
Mstep: Class 30 contains 33864 members 
Mstep: Class 31 contains 23269 members 
Mstep: Class 32 contains 5986 members 
Mstep: Class 33 contains 4539 members 
Mstep: Class 34 contains 354 members 
Mstep: Class 36 contains 1451 members 
Mstep: Class 37 contains 53838 members 
Mstep: Class 38 contains 1236 members 
Mstep: Class 39 contains 109770 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 316 members 
Mstep: Class 42 contains 498 members 
Mstep: Class 43 contains 18887 members 
Mstep: Class 44 contains 135972 members 
Mstep: Class 45 contains 23188 members 
Mstep: Class 46 contains 465 members 
Mstep: Class 47 contains 184 members 
Mstep: Class 48 contains 41263 members 
Mstep: Class 49 contains 13469 members 
Mstep: Class 50 contains 531 members 
Mstep: Class 51 contains 1005 members 
Mstep: Class 52 contains 4563 members 
Mstep: Class 53 contains 82575 members 
Mstep: Class 54 contains 95739 members 
Mstep: Class 55 contains 16447 members 
Mstep: Class 56 contains 708 members 
Mstep: Class 57 contains 150 members 
Mstep: Class 58 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194713792.000000 Penalty: 133004.953125
Iteration 323Q: 58 clusters Score -1.947138e+08 nChanged 11954
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 196900 members 
Mstep: Class 3 contains 81997 members 
Mstep: Class 4 contains 10058 members 
Mstep: Class 5 contains 9709 members 
Mstep: Class 6 contains 35803 members 
Mstep: Class 7 contains 84319 members 
Mstep: Class 8 contains 14613 members 
Mstep: Class 9 contains 37076 members 
Mstep: Class 10 contains 9153 members 
Mstep: Class 11 contains 177 members 
Mstep: Class 12 contains 373 members 
Mstep: Class 13 contains 8884 members 
Mstep: Class 14 contains 680 members 
Mstep: Class 15 contains 19174 members 
Mstep: Class 16 contains 68158 members 
Mstep: Class 17 contains 111448 members 
Mstep: Class 18 contains 82490 members 
Mstep: Class 19 contains 3403 members 
Mstep: Class 20 contains 102897 members 
Mstep: Class 21 contains 33626 members 
Mstep: Class 22 contains 16882 members 
Mstep: Class 23 contains 10504 members 
Mstep: Class 24 contains 3667 members 
Mstep: Class 25 contains 791 members 
Mstep: Class 26 contains 153 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 88340 members 
Mstep: Class 29 contains 6081 members 
Mstep: Class 30 contains 34714 members 
Mstep: Class 31 contains 23236 members 
Mstep: Class 32 contains 5986 members 
Mstep: Class 33 contains 4503 members 
Mstep: Class 34 contains 359 members 
Mstep: Class 36 contains 1443 members 
Mstep: Class 37 contains 53413 members 
Mstep: Class 38 contains 1232 members 
Mstep: Class 39 contains 109090 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 315 members 
Mstep: Class 42 contains 502 members 
Mstep: Class 43 contains 18916 members 
Mstep: Class 44 contains 136037 members 
Mstep: Class 45 contains 22904 members 
Mstep: Class 46 contains 467 members 
Mstep: Class 47 contains 184 members 
Mstep: Class 48 contains 40376 members 
Mstep: Class 49 contains 13470 members 
Mstep: Class 50 contains 528 members 
Mstep: Class 51 contains 1004 members 
Mstep: Class 52 contains 4560 members 
Mstep: Class 53 contains 84330 members 
Mstep: Class 54 contains 94807 members 
Mstep: Class 55 contains 16210 members 
Mstep: Class 56 contains 716 members 
Mstep: Class 57 contains 150 members 
Mstep: Class 58 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194713392.000000 Penalty: 133004.953125
Iteration 324Q: 58 clusters Score -1.947134e+08 nChanged 12526
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 196908 members 
Mstep: Class 3 contains 81947 members 
Mstep: Class 4 contains 10037 members 
Mstep: Class 5 contains 9688 members 
Mstep: Class 6 contains 35741 members 
Mstep: Class 7 contains 84139 members 
Mstep: Class 8 contains 14611 members 
Mstep: Class 9 contains 37068 members 
Mstep: Class 10 contains 9149 members 
Mstep: Class 11 contains 177 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8883 members 
Mstep: Class 14 contains 676 members 
Mstep: Class 15 contains 19176 members 
Mstep: Class 16 contains 68155 members 
Mstep: Class 17 contains 111115 members 
Mstep: Class 18 contains 82081 members 
Mstep: Class 19 contains 3402 members 
Mstep: Class 20 contains 105877 members 
Mstep: Class 21 contains 33626 members 
Mstep: Class 22 contains 16725 members 
Mstep: Class 23 contains 10488 members 
Mstep: Class 24 contains 3666 members 
Mstep: Class 25 contains 790 members 
Mstep: Class 26 contains 152 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 88211 members 
Mstep: Class 29 contains 6080 members 
Mstep: Class 30 contains 36111 members 
Mstep: Class 31 contains 23187 members 
Mstep: Class 32 contains 5986 members 
Mstep: Class 33 contains 4458 members 
Mstep: Class 34 contains 362 members 
Mstep: Class 36 contains 1440 members 
Mstep: Class 37 contains 52983 members 
Mstep: Class 38 contains 1230 members 
Mstep: Class 39 contains 108119 members 
Mstep: Class 40 contains 494 members 
Mstep: Class 41 contains 318 members 
Mstep: Class 42 contains 504 members 
Mstep: Class 43 contains 18950 members 
Mstep: Class 44 contains 135409 members 
Mstep: Class 45 contains 22611 members 
Mstep: Class 46 contains 468 members 
Mstep: Class 47 contains 184 members 
Mstep: Class 48 contains 39320 members 
Mstep: Class 49 contains 13471 members 
Mstep: Class 50 contains 525 members 
Mstep: Class 51 contains 1003 members 
Mstep: Class 52 contains 4553 members 
Mstep: Class 53 contains 86167 members 
Mstep: Class 54 contains 93709 members 
Mstep: Class 55 contains 15929 members 
Mstep: Class 56 contains 717 members 
Mstep: Class 57 contains 149 members 
Mstep: Class 58 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194714800.000000 Penalty: 133004.953125
Iteration 325Q: 58 clusters Score -1.947148e+08 nChanged 12690
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 196910 members 
Mstep: Class 3 contains 81920 members 
Mstep: Class 4 contains 10026 members 
Mstep: Class 5 contains 9682 members 
Mstep: Class 6 contains 35695 members 
Mstep: Class 7 contains 83959 members 
Mstep: Class 8 contains 14606 members 
Mstep: Class 9 contains 37075 members 
Mstep: Class 10 contains 9143 members 
Mstep: Class 11 contains 179 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8883 members 
Mstep: Class 14 contains 675 members 
Mstep: Class 15 contains 19177 members 
Mstep: Class 16 contains 68151 members 
Mstep: Class 17 contains 110758 members 
Mstep: Class 18 contains 81846 members 
Mstep: Class 19 contains 3401 members 
Mstep: Class 20 contains 109070 members 
Mstep: Class 21 contains 33625 members 
Mstep: Class 22 contains 16576 members 
Mstep: Class 23 contains 10472 members 
Mstep: Class 24 contains 3666 members 
Mstep: Class 25 contains 791 members 
Mstep: Class 26 contains 151 members 
Mstep: Class 27 contains 576 members 
Mstep: Class 28 contains 88073 members 
Mstep: Class 29 contains 6081 members 
Mstep: Class 30 contains 37514 members 
Mstep: Class 31 contains 23142 members 
Mstep: Class 32 contains 5986 members 
Mstep: Class 33 contains 4401 members 
Mstep: Class 34 contains 362 members 
Mstep: Class 36 contains 1436 members 
Mstep: Class 37 contains 52526 members 
Mstep: Class 38 contains 1230 members 
Mstep: Class 39 contains 107082 members 
Mstep: Class 40 contains 496 members 
Mstep: Class 41 contains 321 members 
Mstep: Class 42 contains 505 members 
Mstep: Class 43 contains 18976 members 
Mstep: Class 44 contains 134707 members 
Mstep: Class 45 contains 22260 members 
Mstep: Class 46 contains 471 members 
Mstep: Class 47 contains 184 members 
Mstep: Class 48 contains 38117 members 
Mstep: Class 49 contains 13472 members 
Mstep: Class 50 contains 517 members 
Mstep: Class 51 contains 1003 members 
Mstep: Class 52 contains 4548 members 
Mstep: Class 53 contains 87989 members 
Mstep: Class 54 contains 92595 members 
Mstep: Class 55 contains 15636 members 
Mstep: Class 56 contains 718 members 
Mstep: Class 57 contains 148 members 
Mstep: Class 58 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715520.000000 Penalty: 133004.953125
Iteration 326Q: 58 clusters Score -1.947155e+08 nChanged 12351
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 196918 members 
Mstep: Class 3 contains 81884 members 
Mstep: Class 4 contains 10012 members 
Mstep: Class 5 contains 9702 members 
Mstep: Class 6 contains 35649 members 
Mstep: Class 7 contains 83849 members 
Mstep: Class 8 contains 14604 members 
Mstep: Class 9 contains 37076 members 
Mstep: Class 10 contains 9146 members 
Mstep: Class 11 contains 180 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8883 members 
Mstep: Class 14 contains 674 members 
Mstep: Class 15 contains 19175 members 
Mstep: Class 16 contains 68147 members 
Mstep: Class 17 contains 110432 members 
Mstep: Class 18 contains 81707 members 
Mstep: Class 19 contains 3402 members 
Mstep: Class 20 contains 112543 members 
Mstep: Class 21 contains 33626 members 
Mstep: Class 22 contains 16409 members 
Mstep: Class 23 contains 10439 members 
Mstep: Class 24 contains 3666 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 577 members 
Mstep: Class 28 contains 87928 members 
Mstep: Class 29 contains 6081 members 
Mstep: Class 30 contains 38796 members 
Mstep: Class 31 contains 23127 members 
Mstep: Class 32 contains 5986 members 
Mstep: Class 33 contains 4348 members 
Mstep: Class 34 contains 362 members 
Mstep: Class 36 contains 1437 members 
Mstep: Class 37 contains 52008 members 
Mstep: Class 38 contains 1229 members 
Mstep: Class 39 contains 106018 members 
Mstep: Class 40 contains 498 members 
Mstep: Class 41 contains 322 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 18983 members 
Mstep: Class 44 contains 133534 members 
Mstep: Class 45 contains 21946 members 
Mstep: Class 46 contains 469 members 
Mstep: Class 47 contains 184 members 
Mstep: Class 48 contains 36881 members 
Mstep: Class 49 contains 13473 members 
Mstep: Class 50 contains 517 members 
Mstep: Class 51 contains 1003 members 
Mstep: Class 52 contains 4547 members 
Mstep: Class 53 contains 89926 members 
Mstep: Class 54 contains 91574 members 
Mstep: Class 55 contains 15325 members 
Mstep: Class 56 contains 718 members 
Mstep: Class 57 contains 148 members 
Mstep: Class 58 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716512.000000 Penalty: 133004.953125
Iteration 327Q: 58 clusters Score -1.947165e+08 nChanged 11593
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 196927 members 
Mstep: Class 3 contains 81856 members 
Mstep: Class 4 contains 9994 members 
Mstep: Class 5 contains 9726 members 
Mstep: Class 6 contains 35628 members 
Mstep: Class 7 contains 83700 members 
Mstep: Class 8 contains 14603 members 
Mstep: Class 9 contains 37078 members 
Mstep: Class 10 contains 9147 members 
Mstep: Class 11 contains 180 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8883 members 
Mstep: Class 14 contains 674 members 
Mstep: Class 15 contains 19176 members 
Mstep: Class 16 contains 68138 members 
Mstep: Class 17 contains 110174 members 
Mstep: Class 18 contains 81588 members 
Mstep: Class 19 contains 3402 members 
Mstep: Class 20 contains 115260 members 
Mstep: Class 21 contains 33630 members 
Mstep: Class 22 contains 16322 members 
Mstep: Class 23 contains 10413 members 
Mstep: Class 24 contains 3666 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 150 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 87794 members 
Mstep: Class 29 contains 6081 members 
Mstep: Class 30 contains 40126 members 
Mstep: Class 31 contains 23126 members 
Mstep: Class 32 contains 5984 members 
Mstep: Class 33 contains 4310 members 
Mstep: Class 34 contains 362 members 
Mstep: Class 36 contains 1438 members 
Mstep: Class 37 contains 51471 members 
Mstep: Class 38 contains 1229 members 
Mstep: Class 39 contains 105395 members 
Mstep: Class 40 contains 498 members 
Mstep: Class 41 contains 323 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 18988 members 
Mstep: Class 44 contains 132014 members 
Mstep: Class 45 contains 21718 members 
Mstep: Class 46 contains 467 members 
Mstep: Class 47 contains 184 members 
Mstep: Class 48 contains 35984 members 
Mstep: Class 49 contains 13473 members 
Mstep: Class 50 contains 518 members 
Mstep: Class 51 contains 1004 members 
Mstep: Class 52 contains 4551 members 
Mstep: Class 53 contains 91751 members 
Mstep: Class 54 contains 90616 members 
Mstep: Class 55 contains 15066 members 
Mstep: Class 56 contains 717 members 
Mstep: Class 57 contains 148 members 
Mstep: Class 58 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194717264.000000 Penalty: 133004.953125
Iteration 328Q: 58 clusters Score -1.947173e+08 nChanged 11173
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 196927 members 
Mstep: Class 3 contains 81837 members 
Mstep: Class 4 contains 9977 members 
Mstep: Class 5 contains 9762 members 
Mstep: Class 6 contains 35592 members 
Mstep: Class 7 contains 83493 members 
Mstep: Class 8 contains 14601 members 
Mstep: Class 9 contains 37081 members 
Mstep: Class 10 contains 9143 members 
Mstep: Class 11 contains 180 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8883 members 
Mstep: Class 14 contains 674 members 
Mstep: Class 15 contains 19179 members 
Mstep: Class 16 contains 68133 members 
Mstep: Class 17 contains 109989 members 
Mstep: Class 18 contains 81748 members 
Mstep: Class 19 contains 3403 members 
Mstep: Class 20 contains 117631 members 
Mstep: Class 21 contains 33630 members 
Mstep: Class 22 contains 16260 members 
Mstep: Class 23 contains 10392 members 
Mstep: Class 24 contains 3665 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 87624 members 
Mstep: Class 29 contains 6081 members 
Mstep: Class 30 contains 41113 members 
Mstep: Class 31 contains 23129 members 
Mstep: Class 32 contains 5983 members 
Mstep: Class 33 contains 4293 members 
Mstep: Class 34 contains 363 members 
Mstep: Class 36 contains 1437 members 
Mstep: Class 37 contains 50871 members 
Mstep: Class 38 contains 1230 members 
Mstep: Class 39 contains 105073 members 
Mstep: Class 40 contains 498 members 
Mstep: Class 41 contains 324 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 19002 members 
Mstep: Class 44 contains 130195 members 
Mstep: Class 45 contains 21534 members 
Mstep: Class 46 contains 465 members 
Mstep: Class 47 contains 184 members 
Mstep: Class 48 contains 35283 members 
Mstep: Class 49 contains 13474 members 
Mstep: Class 50 contains 519 members 
Mstep: Class 51 contains 1004 members 
Mstep: Class 52 contains 4558 members 
Mstep: Class 53 contains 93628 members 
Mstep: Class 54 contains 89760 members 
Mstep: Class 55 contains 14848 members 
Mstep: Class 56 contains 717 members 
Mstep: Class 57 contains 148 members 
Mstep: Class 58 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194717344.000000 Penalty: 133004.953125
Iteration 329Q: 58 clusters Score -1.947173e+08 nChanged 10652
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 196930 members 
Mstep: Class 3 contains 81799 members 
Mstep: Class 4 contains 9968 members 
Mstep: Class 5 contains 9780 members 
Mstep: Class 6 contains 35566 members 
Mstep: Class 7 contains 83327 members 
Mstep: Class 8 contains 14600 members 
Mstep: Class 9 contains 37073 members 
Mstep: Class 10 contains 9151 members 
Mstep: Class 11 contains 180 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8883 members 
Mstep: Class 14 contains 674 members 
Mstep: Class 15 contains 19178 members 
Mstep: Class 16 contains 68125 members 
Mstep: Class 17 contains 109836 members 
Mstep: Class 18 contains 82279 members 
Mstep: Class 19 contains 3404 members 
Mstep: Class 20 contains 119674 members 
Mstep: Class 21 contains 33633 members 
Mstep: Class 22 contains 16201 members 
Mstep: Class 23 contains 10364 members 
Mstep: Class 24 contains 3664 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 87460 members 
Mstep: Class 29 contains 6082 members 
Mstep: Class 30 contains 41963 members 
Mstep: Class 31 contains 23123 members 
Mstep: Class 32 contains 5984 members 
Mstep: Class 33 contains 4285 members 
Mstep: Class 34 contains 363 members 
Mstep: Class 36 contains 1436 members 
Mstep: Class 37 contains 50250 members 
Mstep: Class 38 contains 1229 members 
Mstep: Class 39 contains 104947 members 
Mstep: Class 40 contains 498 members 
Mstep: Class 41 contains 325 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 19027 members 
Mstep: Class 44 contains 128184 members 
Mstep: Class 45 contains 21362 members 
Mstep: Class 46 contains 465 members 
Mstep: Class 47 contains 184 members 
Mstep: Class 48 contains 34728 members 
Mstep: Class 49 contains 13476 members 
Mstep: Class 50 contains 519 members 
Mstep: Class 51 contains 1002 members 
Mstep: Class 52 contains 4558 members 
Mstep: Class 53 contains 95400 members 
Mstep: Class 54 contains 88890 members 
Mstep: Class 55 contains 14626 members 
Mstep: Class 56 contains 717 members 
Mstep: Class 57 contains 148 members 
Mstep: Class 58 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194717696.000000 Penalty: 133004.953125
Iteration 330Q: 58 clusters Score -1.947177e+08 nChanged 10780
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 196925 members 
Mstep: Class 3 contains 81740 members 
Mstep: Class 4 contains 9953 members 
Mstep: Class 5 contains 9802 members 
Mstep: Class 6 contains 35547 members 
Mstep: Class 7 contains 83159 members 
Mstep: Class 8 contains 14598 members 
Mstep: Class 9 contains 37070 members 
Mstep: Class 10 contains 9154 members 
Mstep: Class 11 contains 180 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8884 members 
Mstep: Class 14 contains 674 members 
Mstep: Class 15 contains 19181 members 
Mstep: Class 16 contains 68119 members 
Mstep: Class 17 contains 109697 members 
Mstep: Class 18 contains 83055 members 
Mstep: Class 19 contains 3404 members 
Mstep: Class 20 contains 121863 members 
Mstep: Class 21 contains 33636 members 
Mstep: Class 22 contains 16152 members 
Mstep: Class 23 contains 10341 members 
Mstep: Class 24 contains 3664 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 87288 members 
Mstep: Class 29 contains 6083 members 
Mstep: Class 30 contains 42690 members 
Mstep: Class 31 contains 23126 members 
Mstep: Class 32 contains 5984 members 
Mstep: Class 33 contains 4252 members 
Mstep: Class 34 contains 363 members 
Mstep: Class 36 contains 1435 members 
Mstep: Class 37 contains 49641 members 
Mstep: Class 38 contains 1227 members 
Mstep: Class 39 contains 104876 members 
Mstep: Class 40 contains 498 members 
Mstep: Class 41 contains 327 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 19045 members 
Mstep: Class 44 contains 125809 members 
Mstep: Class 45 contains 21190 members 
Mstep: Class 46 contains 465 members 
Mstep: Class 47 contains 184 members 
Mstep: Class 48 contains 34201 members 
Mstep: Class 49 contains 13476 members 
Mstep: Class 50 contains 519 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4562 members 
Mstep: Class 53 contains 97137 members 
Mstep: Class 54 contains 88061 members 
Mstep: Class 55 contains 14427 members 
Mstep: Class 56 contains 718 members 
Mstep: Class 57 contains 148 members 
Mstep: Class 58 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194718064.000000 Penalty: 133004.953125
Iteration 331Q: 58 clusters Score -1.947181e+08 nChanged 10784
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 196915 members 
Mstep: Class 3 contains 81714 members 
Mstep: Class 4 contains 9938 members 
Mstep: Class 5 contains 9828 members 
Mstep: Class 6 contains 35522 members 
Mstep: Class 7 contains 82983 members 
Mstep: Class 8 contains 14598 members 
Mstep: Class 9 contains 37066 members 
Mstep: Class 10 contains 9150 members 
Mstep: Class 11 contains 180 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8884 members 
Mstep: Class 14 contains 674 members 
Mstep: Class 15 contains 19183 members 
Mstep: Class 16 contains 68117 members 
Mstep: Class 17 contains 109597 members 
Mstep: Class 18 contains 84237 members 
Mstep: Class 19 contains 3404 members 
Mstep: Class 20 contains 123977 members 
Mstep: Class 21 contains 33642 members 
Mstep: Class 22 contains 16121 members 
Mstep: Class 23 contains 10319 members 
Mstep: Class 24 contains 3664 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 87136 members 
Mstep: Class 29 contains 6084 members 
Mstep: Class 30 contains 43423 members 
Mstep: Class 31 contains 23152 members 
Mstep: Class 32 contains 5986 members 
Mstep: Class 33 contains 4217 members 
Mstep: Class 34 contains 363 members 
Mstep: Class 36 contains 1434 members 
Mstep: Class 37 contains 48968 members 
Mstep: Class 38 contains 1229 members 
Mstep: Class 39 contains 104827 members 
Mstep: Class 40 contains 498 members 
Mstep: Class 41 contains 327 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 19051 members 
Mstep: Class 44 contains 122996 members 
Mstep: Class 45 contains 21027 members 
Mstep: Class 46 contains 465 members 
Mstep: Class 47 contains 184 members 
Mstep: Class 48 contains 33820 members 
Mstep: Class 49 contains 13477 members 
Mstep: Class 50 contains 519 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4570 members 
Mstep: Class 53 contains 98673 members 
Mstep: Class 54 contains 87301 members 
Mstep: Class 55 contains 14240 members 
Mstep: Class 56 contains 718 members 
Mstep: Class 57 contains 148 members 
Mstep: Class 58 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194718320.000000 Penalty: 133004.953125
Iteration 332Q: 58 clusters Score -1.947183e+08 nChanged 10198
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 196918 members 
Mstep: Class 3 contains 81698 members 
Mstep: Class 4 contains 9916 members 
Mstep: Class 5 contains 9848 members 
Mstep: Class 6 contains 35489 members 
Mstep: Class 7 contains 82854 members 
Mstep: Class 8 contains 14600 members 
Mstep: Class 9 contains 37056 members 
Mstep: Class 10 contains 9144 members 
Mstep: Class 11 contains 180 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8884 members 
Mstep: Class 14 contains 674 members 
Mstep: Class 15 contains 19183 members 
Mstep: Class 16 contains 68106 members 
Mstep: Class 17 contains 109601 members 
Mstep: Class 18 contains 85617 members 
Mstep: Class 19 contains 3403 members 
Mstep: Class 20 contains 125611 members 
Mstep: Class 21 contains 33643 members 
Mstep: Class 22 contains 16144 members 
Mstep: Class 23 contains 10291 members 
Mstep: Class 24 contains 3664 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 86971 members 
Mstep: Class 29 contains 6084 members 
Mstep: Class 30 contains 43941 members 
Mstep: Class 31 contains 23201 members 
Mstep: Class 32 contains 5987 members 
Mstep: Class 33 contains 4197 members 
Mstep: Class 34 contains 363 members 
Mstep: Class 36 contains 1433 members 
Mstep: Class 37 contains 48369 members 
Mstep: Class 38 contains 1229 members 
Mstep: Class 39 contains 104989 members 
Mstep: Class 40 contains 498 members 
Mstep: Class 41 contains 327 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 19043 members 
Mstep: Class 44 contains 119866 members 
Mstep: Class 45 contains 20893 members 
Mstep: Class 46 contains 465 members 
Mstep: Class 47 contains 184 members 
Mstep: Class 48 contains 33649 members 
Mstep: Class 49 contains 13477 members 
Mstep: Class 50 contains 519 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4573 members 
Mstep: Class 53 contains 100273 members 
Mstep: Class 54 contains 86573 members 
Mstep: Class 55 contains 14049 members 
Mstep: Class 56 contains 718 members 
Mstep: Class 57 contains 148 members 
Mstep: Class 58 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194718064.000000 Penalty: 133004.953125
Iteration 333Q: 58 clusters Score -1.947181e+08 nChanged 9943
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 196921 members 
Mstep: Class 3 contains 81660 members 
Mstep: Class 4 contains 9905 members 
Mstep: Class 5 contains 9869 members 
Mstep: Class 6 contains 35472 members 
Mstep: Class 7 contains 82734 members 
Mstep: Class 8 contains 14598 members 
Mstep: Class 9 contains 37039 members 
Mstep: Class 10 contains 9140 members 
Mstep: Class 11 contains 180 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8885 members 
Mstep: Class 14 contains 674 members 
Mstep: Class 15 contains 19187 members 
Mstep: Class 16 contains 68103 members 
Mstep: Class 17 contains 109638 members 
Mstep: Class 18 contains 87033 members 
Mstep: Class 19 contains 3403 members 
Mstep: Class 20 contains 127211 members 
Mstep: Class 21 contains 33647 members 
Mstep: Class 22 contains 16159 members 
Mstep: Class 23 contains 10268 members 
Mstep: Class 24 contains 3664 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 86838 members 
Mstep: Class 29 contains 6085 members 
Mstep: Class 30 contains 44139 members 
Mstep: Class 31 contains 23284 members 
Mstep: Class 32 contains 5987 members 
Mstep: Class 33 contains 4171 members 
Mstep: Class 34 contains 363 members 
Mstep: Class 36 contains 1433 members 
Mstep: Class 37 contains 47710 members 
Mstep: Class 38 contains 1229 members 
Mstep: Class 39 contains 105125 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 327 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 19057 members 
Mstep: Class 44 contains 116771 members 
Mstep: Class 45 contains 20717 members 
Mstep: Class 46 contains 465 members 
Mstep: Class 47 contains 184 members 
Mstep: Class 48 contains 33541 members 
Mstep: Class 49 contains 13478 members 
Mstep: Class 50 contains 519 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4573 members 
Mstep: Class 53 contains 101977 members 
Mstep: Class 54 contains 85996 members 
Mstep: Class 55 contains 13844 members 
Mstep: Class 56 contains 718 members 
Mstep: Class 57 contains 148 members 
Mstep: Class 58 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194718576.000000 Penalty: 133004.953125
Iteration 334Q: 58 clusters Score -1.947186e+08 nChanged 9684
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 196907 members 
Mstep: Class 3 contains 81618 members 
Mstep: Class 4 contains 9880 members 
Mstep: Class 5 contains 9898 members 
Mstep: Class 6 contains 35460 members 
Mstep: Class 7 contains 82583 members 
Mstep: Class 8 contains 14595 members 
Mstep: Class 9 contains 37031 members 
Mstep: Class 10 contains 9135 members 
Mstep: Class 11 contains 180 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8885 members 
Mstep: Class 14 contains 674 members 
Mstep: Class 15 contains 19188 members 
Mstep: Class 16 contains 68099 members 
Mstep: Class 17 contains 109632 members 
Mstep: Class 18 contains 88556 members 
Mstep: Class 19 contains 3403 members 
Mstep: Class 20 contains 128733 members 
Mstep: Class 21 contains 33652 members 
Mstep: Class 22 contains 16149 members 
Mstep: Class 23 contains 10252 members 
Mstep: Class 24 contains 3664 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 86767 members 
Mstep: Class 29 contains 6087 members 
Mstep: Class 30 contains 44280 members 
Mstep: Class 31 contains 23358 members 
Mstep: Class 32 contains 5988 members 
Mstep: Class 33 contains 4139 members 
Mstep: Class 34 contains 363 members 
Mstep: Class 36 contains 1433 members 
Mstep: Class 37 contains 47083 members 
Mstep: Class 38 contains 1229 members 
Mstep: Class 39 contains 105246 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 327 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 19073 members 
Mstep: Class 44 contains 113801 members 
Mstep: Class 45 contains 20549 members 
Mstep: Class 46 contains 465 members 
Mstep: Class 47 contains 184 members 
Mstep: Class 48 contains 33439 members 
Mstep: Class 49 contains 13478 members 
Mstep: Class 50 contains 519 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4569 members 
Mstep: Class 53 contains 103490 members 
Mstep: Class 54 contains 85512 members 
Mstep: Class 55 contains 13676 members 
Mstep: Class 56 contains 719 members 
Mstep: Class 57 contains 148 members 
Mstep: Class 58 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194718896.000000 Penalty: 133004.953125
Iteration 335Q: 58 clusters Score -1.947189e+08 nChanged 9083
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 196903 members 
Mstep: Class 3 contains 81558 members 
Mstep: Class 4 contains 9852 members 
Mstep: Class 5 contains 9924 members 
Mstep: Class 6 contains 35473 members 
Mstep: Class 7 contains 82504 members 
Mstep: Class 8 contains 14589 members 
Mstep: Class 9 contains 37020 members 
Mstep: Class 10 contains 9132 members 
Mstep: Class 11 contains 180 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8884 members 
Mstep: Class 14 contains 674 members 
Mstep: Class 15 contains 19190 members 
Mstep: Class 16 contains 68093 members 
Mstep: Class 17 contains 109607 members 
Mstep: Class 18 contains 90050 members 
Mstep: Class 19 contains 3403 members 
Mstep: Class 20 contains 130098 members 
Mstep: Class 21 contains 33654 members 
Mstep: Class 22 contains 16102 members 
Mstep: Class 23 contains 10230 members 
Mstep: Class 24 contains 3664 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 86748 members 
Mstep: Class 29 contains 6089 members 
Mstep: Class 30 contains 43996 members 
Mstep: Class 31 contains 23405 members 
Mstep: Class 32 contains 5990 members 
Mstep: Class 33 contains 4118 members 
Mstep: Class 34 contains 363 members 
Mstep: Class 36 contains 1432 members 
Mstep: Class 37 contains 46429 members 
Mstep: Class 38 contains 1229 members 
Mstep: Class 39 contains 105431 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 327 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 19069 members 
Mstep: Class 44 contains 111157 members 
Mstep: Class 45 contains 20439 members 
Mstep: Class 46 contains 465 members 
Mstep: Class 47 contains 184 members 
Mstep: Class 48 contains 33447 members 
Mstep: Class 49 contains 13479 members 
Mstep: Class 50 contains 519 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4573 members 
Mstep: Class 53 contains 104971 members 
Mstep: Class 54 contains 85110 members 
Mstep: Class 55 contains 13497 members 
Mstep: Class 56 contains 719 members 
Mstep: Class 57 contains 148 members 
Mstep: Class 58 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194719248.000000 Penalty: 133004.953125
Iteration 336Q: 58 clusters Score -1.947192e+08 nChanged 9188
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 196898 members 
Mstep: Class 3 contains 81496 members 
Mstep: Class 4 contains 9843 members 
Mstep: Class 5 contains 9955 members 
Mstep: Class 6 contains 35449 members 
Mstep: Class 7 contains 82466 members 
Mstep: Class 8 contains 14589 members 
Mstep: Class 9 contains 37018 members 
Mstep: Class 10 contains 9127 members 
Mstep: Class 11 contains 180 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8883 members 
Mstep: Class 14 contains 674 members 
Mstep: Class 15 contains 19190 members 
Mstep: Class 16 contains 68089 members 
Mstep: Class 17 contains 109609 members 
Mstep: Class 18 contains 91677 members 
Mstep: Class 19 contains 3402 members 
Mstep: Class 20 contains 131199 members 
Mstep: Class 21 contains 33659 members 
Mstep: Class 22 contains 16104 members 
Mstep: Class 23 contains 10204 members 
Mstep: Class 24 contains 3663 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 86768 members 
Mstep: Class 29 contains 6091 members 
Mstep: Class 30 contains 43350 members 
Mstep: Class 31 contains 23443 members 
Mstep: Class 32 contains 5990 members 
Mstep: Class 33 contains 4096 members 
Mstep: Class 34 contains 363 members 
Mstep: Class 36 contains 1432 members 
Mstep: Class 37 contains 45775 members 
Mstep: Class 38 contains 1229 members 
Mstep: Class 39 contains 105657 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 327 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 19050 members 
Mstep: Class 44 contains 108333 members 
Mstep: Class 45 contains 20320 members 
Mstep: Class 46 contains 465 members 
Mstep: Class 47 contains 184 members 
Mstep: Class 48 contains 33513 members 
Mstep: Class 49 contains 13479 members 
Mstep: Class 50 contains 519 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4584 members 
Mstep: Class 53 contains 106819 members 
Mstep: Class 54 contains 84772 members 
Mstep: Class 55 contains 13332 members 
Mstep: Class 56 contains 719 members 
Mstep: Class 57 contains 148 members 
Mstep: Class 58 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194718640.000000 Penalty: 133004.953125
Iteration 337Q: 58 clusters Score -1.947186e+08 nChanged 8746
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 196899 members 
Mstep: Class 3 contains 81445 members 
Mstep: Class 4 contains 9842 members 
Mstep: Class 5 contains 9969 members 
Mstep: Class 6 contains 35420 members 
Mstep: Class 7 contains 82421 members 
Mstep: Class 8 contains 14584 members 
Mstep: Class 9 contains 37015 members 
Mstep: Class 10 contains 9124 members 
Mstep: Class 11 contains 180 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8883 members 
Mstep: Class 14 contains 674 members 
Mstep: Class 15 contains 19188 members 
Mstep: Class 16 contains 68091 members 
Mstep: Class 17 contains 109666 members 
Mstep: Class 18 contains 93332 members 
Mstep: Class 19 contains 3402 members 
Mstep: Class 20 contains 132249 members 
Mstep: Class 21 contains 33661 members 
Mstep: Class 22 contains 16142 members 
Mstep: Class 23 contains 10194 members 
Mstep: Class 24 contains 3662 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 86748 members 
Mstep: Class 29 contains 6093 members 
Mstep: Class 30 contains 42557 members 
Mstep: Class 31 contains 23483 members 
Mstep: Class 32 contains 5990 members 
Mstep: Class 33 contains 4068 members 
Mstep: Class 34 contains 363 members 
Mstep: Class 36 contains 1433 members 
Mstep: Class 37 contains 45140 members 
Mstep: Class 38 contains 1229 members 
Mstep: Class 39 contains 105851 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 327 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 19045 members 
Mstep: Class 44 contains 105828 members 
Mstep: Class 45 contains 20188 members 
Mstep: Class 46 contains 465 members 
Mstep: Class 47 contains 184 members 
Mstep: Class 48 contains 33589 members 
Mstep: Class 49 contains 13479 members 
Mstep: Class 50 contains 519 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4596 members 
Mstep: Class 53 contains 108206 members 
Mstep: Class 54 contains 84657 members 
Mstep: Class 55 contains 13188 members 
Mstep: Class 56 contains 719 members 
Mstep: Class 57 contains 148 members 
Mstep: Class 58 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194718368.000000 Penalty: 133004.953125
Iteration 338Q: 58 clusters Score -1.947184e+08 nChanged 8407
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 196901 members 
Mstep: Class 3 contains 81467 members 
Mstep: Class 4 contains 9836 members 
Mstep: Class 5 contains 9994 members 
Mstep: Class 6 contains 35400 members 
Mstep: Class 7 contains 82364 members 
Mstep: Class 8 contains 14579 members 
Mstep: Class 9 contains 37007 members 
Mstep: Class 10 contains 9118 members 
Mstep: Class 11 contains 180 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8883 members 
Mstep: Class 14 contains 674 members 
Mstep: Class 15 contains 19189 members 
Mstep: Class 16 contains 68091 members 
Mstep: Class 17 contains 109771 members 
Mstep: Class 18 contains 94888 members 
Mstep: Class 19 contains 3402 members 
Mstep: Class 20 contains 133077 members 
Mstep: Class 21 contains 33663 members 
Mstep: Class 22 contains 16176 members 
Mstep: Class 23 contains 10187 members 
Mstep: Class 24 contains 3661 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 86743 members 
Mstep: Class 29 contains 6094 members 
Mstep: Class 30 contains 41779 members 
Mstep: Class 31 contains 23516 members 
Mstep: Class 32 contains 5989 members 
Mstep: Class 33 contains 4035 members 
Mstep: Class 34 contains 363 members 
Mstep: Class 36 contains 1434 members 
Mstep: Class 37 contains 44522 members 
Mstep: Class 38 contains 1229 members 
Mstep: Class 39 contains 106083 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 327 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 19034 members 
Mstep: Class 44 contains 103519 members 
Mstep: Class 45 contains 20056 members 
Mstep: Class 46 contains 465 members 
Mstep: Class 47 contains 184 members 
Mstep: Class 48 contains 33742 members 
Mstep: Class 49 contains 13479 members 
Mstep: Class 50 contains 519 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4600 members 
Mstep: Class 53 contains 109204 members 
Mstep: Class 54 contains 84798 members 
Mstep: Class 55 contains 13062 members 
Mstep: Class 56 contains 719 members 
Mstep: Class 57 contains 148 members 
Mstep: Class 58 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194718384.000000 Penalty: 133004.953125
Iteration 339Q: 58 clusters Score -1.947184e+08 nChanged 8220
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 196892 members 
Mstep: Class 3 contains 81493 members 
Mstep: Class 4 contains 9814 members 
Mstep: Class 5 contains 10016 members 
Mstep: Class 6 contains 35370 members 
Mstep: Class 7 contains 82327 members 
Mstep: Class 8 contains 14575 members 
Mstep: Class 9 contains 37007 members 
Mstep: Class 10 contains 9115 members 
Mstep: Class 11 contains 180 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8883 members 
Mstep: Class 14 contains 674 members 
Mstep: Class 15 contains 19191 members 
Mstep: Class 16 contains 68089 members 
Mstep: Class 17 contains 109872 members 
Mstep: Class 18 contains 96491 members 
Mstep: Class 19 contains 3401 members 
Mstep: Class 20 contains 133782 members 
Mstep: Class 21 contains 33665 members 
Mstep: Class 22 contains 16225 members 
Mstep: Class 23 contains 10175 members 
Mstep: Class 24 contains 3659 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 86776 members 
Mstep: Class 29 contains 6094 members 
Mstep: Class 30 contains 40834 members 
Mstep: Class 31 contains 23550 members 
Mstep: Class 32 contains 5989 members 
Mstep: Class 33 contains 4014 members 
Mstep: Class 34 contains 363 members 
Mstep: Class 36 contains 1434 members 
Mstep: Class 37 contains 43922 members 
Mstep: Class 38 contains 1229 members 
Mstep: Class 39 contains 106310 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 327 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 19007 members 
Mstep: Class 44 contains 101427 members 
Mstep: Class 45 contains 19885 members 
Mstep: Class 46 contains 465 members 
Mstep: Class 47 contains 184 members 
Mstep: Class 48 contains 33944 members 
Mstep: Class 49 contains 13481 members 
Mstep: Class 50 contains 519 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4611 members 
Mstep: Class 53 contains 109922 members 
Mstep: Class 54 contains 85180 members 
Mstep: Class 55 contains 12938 members 
Mstep: Class 56 contains 719 members 
Mstep: Class 57 contains 148 members 
Mstep: Class 58 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194718800.000000 Penalty: 133004.953125
Iteration 340F: 58 clusters Score -1.947188e+08 nChanged 8272
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 196898 members 
Mstep: Class 3 contains 81532 members 
Mstep: Class 4 contains 9806 members 
Mstep: Class 5 contains 10029 members 
Mstep: Class 6 contains 35366 members 
Mstep: Class 7 contains 82303 members 
Mstep: Class 8 contains 14571 members 
Mstep: Class 9 contains 37002 members 
Mstep: Class 10 contains 9108 members 
Mstep: Class 11 contains 180 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8884 members 
Mstep: Class 14 contains 674 members 
Mstep: Class 15 contains 19187 members 
Mstep: Class 16 contains 68089 members 
Mstep: Class 17 contains 109994 members 
Mstep: Class 18 contains 98126 members 
Mstep: Class 19 contains 3401 members 
Mstep: Class 20 contains 134230 members 
Mstep: Class 21 contains 33667 members 
Mstep: Class 22 contains 16276 members 
Mstep: Class 23 contains 10155 members 
Mstep: Class 24 contains 3658 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 86827 members 
Mstep: Class 29 contains 6094 members 
Mstep: Class 30 contains 40133 members 
Mstep: Class 31 contains 23586 members 
Mstep: Class 32 contains 5988 members 
Mstep: Class 33 contains 3985 members 
Mstep: Class 34 contains 362 members 
Mstep: Class 36 contains 1433 members 
Mstep: Class 37 contains 43281 members 
Mstep: Class 38 contains 1229 members 
Mstep: Class 39 contains 106531 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 327 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 18983 members 
Mstep: Class 44 contains 99499 members 
Mstep: Class 45 contains 19687 members 
Mstep: Class 46 contains 465 members 
Mstep: Class 47 contains 184 members 
Mstep: Class 48 contains 34168 members 
Mstep: Class 49 contains 13483 members 
Mstep: Class 50 contains 519 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4629 members 
Mstep: Class 53 contains 110261 members 
Mstep: Class 54 contains 85689 members 
Mstep: Class 55 contains 12836 members 
Mstep: Class 56 contains 719 members 
Mstep: Class 57 contains 154 members 
Mstep: Class 58 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194718704.000000 Penalty: 133004.953125
Iteration 341Q: 58 clusters Score -1.947187e+08 nChanged 7771
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 196904 members 
Mstep: Class 3 contains 81537 members 
Mstep: Class 4 contains 9793 members 
Mstep: Class 5 contains 10024 members 
Mstep: Class 6 contains 35362 members 
Mstep: Class 7 contains 82259 members 
Mstep: Class 8 contains 14569 members 
Mstep: Class 9 contains 36997 members 
Mstep: Class 10 contains 9101 members 
Mstep: Class 11 contains 181 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8884 members 
Mstep: Class 14 contains 674 members 
Mstep: Class 15 contains 19188 members 
Mstep: Class 16 contains 68093 members 
Mstep: Class 17 contains 110111 members 
Mstep: Class 18 contains 99746 members 
Mstep: Class 19 contains 3402 members 
Mstep: Class 20 contains 134811 members 
Mstep: Class 21 contains 33666 members 
Mstep: Class 22 contains 16319 members 
Mstep: Class 23 contains 10142 members 
Mstep: Class 24 contains 3658 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 86885 members 
Mstep: Class 29 contains 6095 members 
Mstep: Class 30 contains 39568 members 
Mstep: Class 31 contains 23640 members 
Mstep: Class 32 contains 5988 members 
Mstep: Class 33 contains 3961 members 
Mstep: Class 34 contains 364 members 
Mstep: Class 36 contains 1434 members 
Mstep: Class 37 contains 42678 members 
Mstep: Class 38 contains 1229 members 
Mstep: Class 39 contains 106710 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 327 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 18944 members 
Mstep: Class 44 contains 97645 members 
Mstep: Class 45 contains 19500 members 
Mstep: Class 46 contains 465 members 
Mstep: Class 47 contains 184 members 
Mstep: Class 48 contains 34360 members 
Mstep: Class 49 contains 13483 members 
Mstep: Class 50 contains 519 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4651 members 
Mstep: Class 53 contains 110388 members 
Mstep: Class 54 contains 86173 members 
Mstep: Class 55 contains 12730 members 
Mstep: Class 56 contains 718 members 
Mstep: Class 57 contains 152 members 
Mstep: Class 58 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194718224.000000 Penalty: 133004.953125
Iteration 342Q: 58 clusters Score -1.947182e+08 nChanged 7369
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 196913 members 
Mstep: Class 3 contains 81518 members 
Mstep: Class 4 contains 9786 members 
Mstep: Class 5 contains 10032 members 
Mstep: Class 6 contains 35350 members 
Mstep: Class 7 contains 82266 members 
Mstep: Class 8 contains 14569 members 
Mstep: Class 9 contains 36992 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 181 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8884 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 19187 members 
Mstep: Class 16 contains 68097 members 
Mstep: Class 17 contains 110209 members 
Mstep: Class 18 contains 101241 members 
Mstep: Class 19 contains 3403 members 
Mstep: Class 20 contains 135205 members 
Mstep: Class 21 contains 33665 members 
Mstep: Class 22 contains 16405 members 
Mstep: Class 23 contains 10119 members 
Mstep: Class 24 contains 3658 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 147 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 86963 members 
Mstep: Class 29 contains 6096 members 
Mstep: Class 30 contains 39286 members 
Mstep: Class 31 contains 23714 members 
Mstep: Class 32 contains 5991 members 
Mstep: Class 33 contains 3953 members 
Mstep: Class 34 contains 368 members 
Mstep: Class 36 contains 1433 members 
Mstep: Class 37 contains 42055 members 
Mstep: Class 38 contains 1229 members 
Mstep: Class 39 contains 106950 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 327 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 18905 members 
Mstep: Class 44 contains 96116 members 
Mstep: Class 45 contains 19267 members 
Mstep: Class 46 contains 465 members 
Mstep: Class 47 contains 184 members 
Mstep: Class 48 contains 34568 members 
Mstep: Class 49 contains 13483 members 
Mstep: Class 50 contains 519 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4672 members 
Mstep: Class 53 contains 110026 members 
Mstep: Class 54 contains 86760 members 
Mstep: Class 55 contains 12604 members 
Mstep: Class 56 contains 720 members 
Mstep: Class 57 contains 148 members 
Mstep: Class 58 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194718416.000000 Penalty: 133004.953125
Iteration 343Q: 58 clusters Score -1.947184e+08 nChanged 6818
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 196910 members 
Mstep: Class 3 contains 81465 members 
Mstep: Class 4 contains 9770 members 
Mstep: Class 5 contains 10039 members 
Mstep: Class 6 contains 35332 members 
Mstep: Class 7 contains 82251 members 
Mstep: Class 8 contains 14569 members 
Mstep: Class 9 contains 36995 members 
Mstep: Class 10 contains 9093 members 
Mstep: Class 11 contains 181 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8883 members 
Mstep: Class 14 contains 674 members 
Mstep: Class 15 contains 19189 members 
Mstep: Class 16 contains 68096 members 
Mstep: Class 17 contains 110384 members 
Mstep: Class 18 contains 102747 members 
Mstep: Class 19 contains 3402 members 
Mstep: Class 20 contains 135563 members 
Mstep: Class 21 contains 33666 members 
Mstep: Class 22 contains 16489 members 
Mstep: Class 23 contains 10104 members 
Mstep: Class 24 contains 3658 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 87022 members 
Mstep: Class 29 contains 6099 members 
Mstep: Class 30 contains 39064 members 
Mstep: Class 31 contains 23785 members 
Mstep: Class 32 contains 5991 members 
Mstep: Class 33 contains 3931 members 
Mstep: Class 34 contains 370 members 
Mstep: Class 36 contains 1428 members 
Mstep: Class 37 contains 41521 members 
Mstep: Class 38 contains 1230 members 
Mstep: Class 39 contains 107104 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 326 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 18875 members 
Mstep: Class 44 contains 94996 members 
Mstep: Class 45 contains 19094 members 
Mstep: Class 46 contains 465 members 
Mstep: Class 47 contains 183 members 
Mstep: Class 48 contains 34766 members 
Mstep: Class 49 contains 13483 members 
Mstep: Class 50 contains 519 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4677 members 
Mstep: Class 53 contains 109216 members 
Mstep: Class 54 contains 87337 members 
Mstep: Class 55 contains 12463 members 
Mstep: Class 56 contains 721 members 
Mstep: Class 57 contains 146 members 
Mstep: Class 58 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194717936.000000 Penalty: 133004.953125
Iteration 344Q: 58 clusters Score -1.947179e+08 nChanged 6616
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 196921 members 
Mstep: Class 3 contains 81432 members 
Mstep: Class 4 contains 9762 members 
Mstep: Class 5 contains 10040 members 
Mstep: Class 6 contains 35318 members 
Mstep: Class 7 contains 82265 members 
Mstep: Class 8 contains 14569 members 
Mstep: Class 9 contains 36994 members 
Mstep: Class 10 contains 9083 members 
Mstep: Class 11 contains 181 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8883 members 
Mstep: Class 14 contains 674 members 
Mstep: Class 15 contains 19189 members 
Mstep: Class 16 contains 68094 members 
Mstep: Class 17 contains 110593 members 
Mstep: Class 18 contains 104114 members 
Mstep: Class 19 contains 3402 members 
Mstep: Class 20 contains 135724 members 
Mstep: Class 21 contains 33668 members 
Mstep: Class 22 contains 16577 members 
Mstep: Class 23 contains 10083 members 
Mstep: Class 24 contains 3658 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 87091 members 
Mstep: Class 29 contains 6101 members 
Mstep: Class 30 contains 39350 members 
Mstep: Class 31 contains 23834 members 
Mstep: Class 32 contains 5993 members 
Mstep: Class 33 contains 3923 members 
Mstep: Class 34 contains 372 members 
Mstep: Class 36 contains 1426 members 
Mstep: Class 37 contains 40980 members 
Mstep: Class 38 contains 1230 members 
Mstep: Class 39 contains 107237 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 326 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 18841 members 
Mstep: Class 44 contains 93753 members 
Mstep: Class 45 contains 18925 members 
Mstep: Class 46 contains 465 members 
Mstep: Class 47 contains 183 members 
Mstep: Class 48 contains 34932 members 
Mstep: Class 49 contains 13483 members 
Mstep: Class 50 contains 519 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4679 members 
Mstep: Class 53 contains 108240 members 
Mstep: Class 54 contains 88019 members 
Mstep: Class 55 contains 12302 members 
Mstep: Class 56 contains 721 members 
Mstep: Class 57 contains 145 members 
Mstep: Class 58 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194717456.000000 Penalty: 133004.953125
Iteration 345Q: 58 clusters Score -1.947175e+08 nChanged 6419
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 196923 members 
Mstep: Class 3 contains 81416 members 
Mstep: Class 4 contains 9749 members 
Mstep: Class 5 contains 10041 members 
Mstep: Class 6 contains 35314 members 
Mstep: Class 7 contains 82248 members 
Mstep: Class 8 contains 14567 members 
Mstep: Class 9 contains 36992 members 
Mstep: Class 10 contains 9076 members 
Mstep: Class 11 contains 181 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8881 members 
Mstep: Class 14 contains 674 members 
Mstep: Class 15 contains 19190 members 
Mstep: Class 16 contains 68091 members 
Mstep: Class 17 contains 110813 members 
Mstep: Class 18 contains 105339 members 
Mstep: Class 19 contains 3402 members 
Mstep: Class 20 contains 135817 members 
Mstep: Class 21 contains 33669 members 
Mstep: Class 22 contains 16663 members 
Mstep: Class 23 contains 10070 members 
Mstep: Class 24 contains 3658 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 87136 members 
Mstep: Class 29 contains 6102 members 
Mstep: Class 30 contains 39944 members 
Mstep: Class 31 contains 23921 members 
Mstep: Class 32 contains 5993 members 
Mstep: Class 33 contains 3915 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 36 contains 1427 members 
Mstep: Class 37 contains 40453 members 
Mstep: Class 38 contains 1230 members 
Mstep: Class 39 contains 107362 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 326 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 18805 members 
Mstep: Class 44 contains 92551 members 
Mstep: Class 45 contains 18761 members 
Mstep: Class 46 contains 465 members 
Mstep: Class 47 contains 183 members 
Mstep: Class 48 contains 35125 members 
Mstep: Class 49 contains 13484 members 
Mstep: Class 50 contains 519 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4684 members 
Mstep: Class 53 contains 107122 members 
Mstep: Class 54 contains 88690 members 
Mstep: Class 55 contains 12119 members 
Mstep: Class 56 contains 721 members 
Mstep: Class 57 contains 143 members 
Mstep: Class 58 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194717824.000000 Penalty: 133004.953125
Iteration 346Q: 58 clusters Score -1.947178e+08 nChanged 6504
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 196932 members 
Mstep: Class 3 contains 81420 members 
Mstep: Class 4 contains 9739 members 
Mstep: Class 5 contains 10031 members 
Mstep: Class 6 contains 35298 members 
Mstep: Class 7 contains 82235 members 
Mstep: Class 8 contains 14568 members 
Mstep: Class 9 contains 36987 members 
Mstep: Class 10 contains 9073 members 
Mstep: Class 11 contains 181 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8881 members 
Mstep: Class 14 contains 674 members 
Mstep: Class 15 contains 19190 members 
Mstep: Class 16 contains 68080 members 
Mstep: Class 17 contains 110959 members 
Mstep: Class 18 contains 106372 members 
Mstep: Class 19 contains 3402 members 
Mstep: Class 20 contains 136063 members 
Mstep: Class 21 contains 33670 members 
Mstep: Class 22 contains 16744 members 
Mstep: Class 23 contains 10051 members 
Mstep: Class 24 contains 3658 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 87237 members 
Mstep: Class 29 contains 6101 members 
Mstep: Class 30 contains 40482 members 
Mstep: Class 31 contains 24003 members 
Mstep: Class 32 contains 5994 members 
Mstep: Class 33 contains 3901 members 
Mstep: Class 34 contains 376 members 
Mstep: Class 36 contains 1427 members 
Mstep: Class 37 contains 39956 members 
Mstep: Class 38 contains 1230 members 
Mstep: Class 39 contains 107518 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 326 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 18767 members 
Mstep: Class 44 contains 91525 members 
Mstep: Class 45 contains 18578 members 
Mstep: Class 46 contains 465 members 
Mstep: Class 47 contains 183 members 
Mstep: Class 48 contains 35312 members 
Mstep: Class 49 contains 13485 members 
Mstep: Class 50 contains 519 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4696 members 
Mstep: Class 53 contains 105825 members 
Mstep: Class 54 contains 89420 members 
Mstep: Class 55 contains 11960 members 
Mstep: Class 56 contains 721 members 
Mstep: Class 57 contains 141 members 
Mstep: Class 58 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194717520.000000 Penalty: 133004.953125
Iteration 347Q: 58 clusters Score -1.947175e+08 nChanged 6834
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 196937 members 
Mstep: Class 3 contains 81433 members 
Mstep: Class 4 contains 9720 members 
Mstep: Class 5 contains 10009 members 
Mstep: Class 6 contains 35296 members 
Mstep: Class 7 contains 82243 members 
Mstep: Class 8 contains 14565 members 
Mstep: Class 9 contains 36979 members 
Mstep: Class 10 contains 9074 members 
Mstep: Class 11 contains 181 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8881 members 
Mstep: Class 14 contains 674 members 
Mstep: Class 15 contains 19186 members 
Mstep: Class 16 contains 68079 members 
Mstep: Class 17 contains 111069 members 
Mstep: Class 18 contains 107316 members 
Mstep: Class 19 contains 3401 members 
Mstep: Class 20 contains 136497 members 
Mstep: Class 21 contains 33672 members 
Mstep: Class 22 contains 16790 members 
Mstep: Class 23 contains 10035 members 
Mstep: Class 24 contains 3658 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 87359 members 
Mstep: Class 29 contains 6102 members 
Mstep: Class 30 contains 40978 members 
Mstep: Class 31 contains 24069 members 
Mstep: Class 32 contains 5996 members 
Mstep: Class 33 contains 3884 members 
Mstep: Class 34 contains 377 members 
Mstep: Class 36 contains 1428 members 
Mstep: Class 37 contains 39449 members 
Mstep: Class 38 contains 1230 members 
Mstep: Class 39 contains 107682 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 326 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 18728 members 
Mstep: Class 44 contains 90732 members 
Mstep: Class 45 contains 18427 members 
Mstep: Class 46 contains 465 members 
Mstep: Class 47 contains 183 members 
Mstep: Class 48 contains 35476 members 
Mstep: Class 49 contains 13485 members 
Mstep: Class 50 contains 519 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4709 members 
Mstep: Class 53 contains 104200 members 
Mstep: Class 54 contains 90227 members 
Mstep: Class 55 contains 11810 members 
Mstep: Class 56 contains 721 members 
Mstep: Class 57 contains 141 members 
Mstep: Class 58 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716960.000000 Penalty: 133004.953125
Iteration 348Q: 58 clusters Score -1.94717e+08 nChanged 7134
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 196930 members 
Mstep: Class 3 contains 81414 members 
Mstep: Class 4 contains 9705 members 
Mstep: Class 5 contains 9979 members 
Mstep: Class 6 contains 35286 members 
Mstep: Class 7 contains 82242 members 
Mstep: Class 8 contains 14563 members 
Mstep: Class 9 contains 36978 members 
Mstep: Class 10 contains 9075 members 
Mstep: Class 11 contains 181 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8883 members 
Mstep: Class 14 contains 674 members 
Mstep: Class 15 contains 19185 members 
Mstep: Class 16 contains 68077 members 
Mstep: Class 17 contains 111165 members 
Mstep: Class 18 contains 108088 members 
Mstep: Class 19 contains 3400 members 
Mstep: Class 20 contains 136839 members 
Mstep: Class 21 contains 33676 members 
Mstep: Class 22 contains 16818 members 
Mstep: Class 23 contains 10016 members 
Mstep: Class 24 contains 3658 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 87477 members 
Mstep: Class 29 contains 6102 members 
Mstep: Class 30 contains 41894 members 
Mstep: Class 31 contains 24152 members 
Mstep: Class 32 contains 5998 members 
Mstep: Class 33 contains 3862 members 
Mstep: Class 34 contains 378 members 
Mstep: Class 36 contains 1427 members 
Mstep: Class 37 contains 38979 members 
Mstep: Class 38 contains 1230 members 
Mstep: Class 39 contains 107853 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 326 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 18702 members 
Mstep: Class 44 contains 89941 members 
Mstep: Class 45 contains 18281 members 
Mstep: Class 46 contains 465 members 
Mstep: Class 47 contains 183 members 
Mstep: Class 48 contains 35651 members 
Mstep: Class 49 contains 13485 members 
Mstep: Class 50 contains 519 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4717 members 
Mstep: Class 53 contains 102434 members 
Mstep: Class 54 contains 91032 members 
Mstep: Class 55 contains 11659 members 
Mstep: Class 56 contains 721 members 
Mstep: Class 57 contains 141 members 
Mstep: Class 58 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716704.000000 Penalty: 133004.953125
Iteration 349Q: 58 clusters Score -1.947167e+08 nChanged 7301
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 196941 members 
Mstep: Class 3 contains 81401 members 
Mstep: Class 4 contains 9692 members 
Mstep: Class 5 contains 9930 members 
Mstep: Class 6 contains 35266 members 
Mstep: Class 7 contains 82260 members 
Mstep: Class 8 contains 14558 members 
Mstep: Class 9 contains 36972 members 
Mstep: Class 10 contains 9076 members 
Mstep: Class 11 contains 181 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8885 members 
Mstep: Class 14 contains 674 members 
Mstep: Class 15 contains 19180 members 
Mstep: Class 16 contains 68069 members 
Mstep: Class 17 contains 111283 members 
Mstep: Class 18 contains 108710 members 
Mstep: Class 19 contains 3400 members 
Mstep: Class 20 contains 137459 members 
Mstep: Class 21 contains 33676 members 
Mstep: Class 22 contains 16830 members 
Mstep: Class 23 contains 9999 members 
Mstep: Class 24 contains 3658 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 87602 members 
Mstep: Class 29 contains 6102 members 
Mstep: Class 30 contains 42586 members 
Mstep: Class 31 contains 24218 members 
Mstep: Class 32 contains 5993 members 
Mstep: Class 33 contains 3848 members 
Mstep: Class 34 contains 381 members 
Mstep: Class 36 contains 1427 members 
Mstep: Class 37 contains 38580 members 
Mstep: Class 38 contains 1230 members 
Mstep: Class 39 contains 108034 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 326 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 18671 members 
Mstep: Class 44 contains 89051 members 
Mstep: Class 45 contains 18141 members 
Mstep: Class 46 contains 464 members 
Mstep: Class 47 contains 183 members 
Mstep: Class 48 contains 35810 members 
Mstep: Class 49 contains 13485 members 
Mstep: Class 50 contains 519 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4729 members 
Mstep: Class 53 contains 100785 members 
Mstep: Class 54 contains 91820 members 
Mstep: Class 55 contains 11521 members 
Mstep: Class 56 contains 721 members 
Mstep: Class 57 contains 139 members 
Mstep: Class 58 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716336.000000 Penalty: 133004.953125
Iteration 350Q: 58 clusters Score -1.947163e+08 nChanged 7686
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 196947 members 
Mstep: Class 3 contains 81393 members 
Mstep: Class 4 contains 9684 members 
Mstep: Class 5 contains 9868 members 
Mstep: Class 6 contains 35265 members 
Mstep: Class 7 contains 82268 members 
Mstep: Class 8 contains 14555 members 
Mstep: Class 9 contains 36967 members 
Mstep: Class 10 contains 9081 members 
Mstep: Class 11 contains 181 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8888 members 
Mstep: Class 14 contains 674 members 
Mstep: Class 15 contains 19178 members 
Mstep: Class 16 contains 68066 members 
Mstep: Class 17 contains 111444 members 
Mstep: Class 18 contains 109157 members 
Mstep: Class 19 contains 3400 members 
Mstep: Class 20 contains 138128 members 
Mstep: Class 21 contains 33675 members 
Mstep: Class 22 contains 16829 members 
Mstep: Class 23 contains 9978 members 
Mstep: Class 24 contains 3659 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 87740 members 
Mstep: Class 29 contains 6103 members 
Mstep: Class 30 contains 43588 members 
Mstep: Class 31 contains 24284 members 
Mstep: Class 32 contains 5991 members 
Mstep: Class 33 contains 3843 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 36 contains 1426 members 
Mstep: Class 37 contains 38214 members 
Mstep: Class 38 contains 1230 members 
Mstep: Class 39 contains 108119 members 
Mstep: Class 40 contains 500 members 
Mstep: Class 41 contains 326 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 18637 members 
Mstep: Class 44 contains 88056 members 
Mstep: Class 45 contains 17965 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 183 members 
Mstep: Class 48 contains 35959 members 
Mstep: Class 49 contains 13485 members 
Mstep: Class 50 contains 519 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4742 members 
Mstep: Class 53 contains 99061 members 
Mstep: Class 54 contains 92626 members 
Mstep: Class 55 contains 11393 members 
Mstep: Class 56 contains 721 members 
Mstep: Class 57 contains 139 members 
Mstep: Class 58 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716240.000000 Penalty: 133004.953125
Iteration 351Q: 58 clusters Score -1.947162e+08 nChanged 8350
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 196958 members 
Mstep: Class 3 contains 81400 members 
Mstep: Class 4 contains 9660 members 
Mstep: Class 5 contains 9811 members 
Mstep: Class 6 contains 35259 members 
Mstep: Class 7 contains 82306 members 
Mstep: Class 8 contains 14546 members 
Mstep: Class 9 contains 36968 members 
Mstep: Class 10 contains 9077 members 
Mstep: Class 11 contains 182 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8888 members 
Mstep: Class 14 contains 674 members 
Mstep: Class 15 contains 19180 members 
Mstep: Class 16 contains 68070 members 
Mstep: Class 17 contains 111564 members 
Mstep: Class 18 contains 109509 members 
Mstep: Class 19 contains 3399 members 
Mstep: Class 20 contains 138994 members 
Mstep: Class 21 contains 33675 members 
Mstep: Class 22 contains 16830 members 
Mstep: Class 23 contains 9966 members 
Mstep: Class 24 contains 3660 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 147 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 87883 members 
Mstep: Class 29 contains 6103 members 
Mstep: Class 30 contains 44606 members 
Mstep: Class 31 contains 24361 members 
Mstep: Class 32 contains 5991 members 
Mstep: Class 33 contains 3834 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 36 contains 1426 members 
Mstep: Class 37 contains 37881 members 
Mstep: Class 38 contains 1230 members 
Mstep: Class 39 contains 108243 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 326 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 18616 members 
Mstep: Class 44 contains 86899 members 
Mstep: Class 45 contains 17782 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 184 members 
Mstep: Class 48 contains 36135 members 
Mstep: Class 49 contains 13486 members 
Mstep: Class 50 contains 520 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4750 members 
Mstep: Class 53 contains 97273 members 
Mstep: Class 54 contains 93422 members 
Mstep: Class 55 contains 11276 members 
Mstep: Class 56 contains 721 members 
Mstep: Class 57 contains 138 members 
Mstep: Class 58 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194714976.000000 Penalty: 133004.953125
Iteration 352Q: 58 clusters Score -1.94715e+08 nChanged 8589
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 196962 members 
Mstep: Class 3 contains 81393 members 
Mstep: Class 4 contains 9643 members 
Mstep: Class 5 contains 9789 members 
Mstep: Class 6 contains 35244 members 
Mstep: Class 7 contains 82291 members 
Mstep: Class 8 contains 14545 members 
Mstep: Class 9 contains 36962 members 
Mstep: Class 10 contains 9081 members 
Mstep: Class 11 contains 182 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8888 members 
Mstep: Class 14 contains 674 members 
Mstep: Class 15 contains 19181 members 
Mstep: Class 16 contains 68070 members 
Mstep: Class 17 contains 111673 members 
Mstep: Class 18 contains 109623 members 
Mstep: Class 19 contains 3399 members 
Mstep: Class 20 contains 139812 members 
Mstep: Class 21 contains 33676 members 
Mstep: Class 22 contains 16814 members 
Mstep: Class 23 contains 9949 members 
Mstep: Class 24 contains 3659 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 147 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 88046 members 
Mstep: Class 29 contains 6103 members 
Mstep: Class 30 contains 45906 members 
Mstep: Class 31 contains 24449 members 
Mstep: Class 32 contains 5994 members 
Mstep: Class 33 contains 3820 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 36 contains 1426 members 
Mstep: Class 37 contains 37579 members 
Mstep: Class 38 contains 1230 members 
Mstep: Class 39 contains 108341 members 
Mstep: Class 40 contains 500 members 
Mstep: Class 41 contains 326 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 18595 members 
Mstep: Class 44 contains 85801 members 
Mstep: Class 45 contains 17583 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 184 members 
Mstep: Class 48 contains 36345 members 
Mstep: Class 49 contains 13487 members 
Mstep: Class 50 contains 518 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4758 members 
Mstep: Class 53 contains 95494 members 
Mstep: Class 54 contains 94154 members 
Mstep: Class 55 contains 11183 members 
Mstep: Class 56 contains 721 members 
Mstep: Class 57 contains 138 members 
Mstep: Class 58 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194714288.000000 Penalty: 133004.953125
Iteration 353Q: 58 clusters Score -1.947143e+08 nChanged 9179
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 196962 members 
Mstep: Class 3 contains 81382 members 
Mstep: Class 4 contains 9631 members 
Mstep: Class 5 contains 9760 members 
Mstep: Class 6 contains 35226 members 
Mstep: Class 7 contains 82278 members 
Mstep: Class 8 contains 14543 members 
Mstep: Class 9 contains 36960 members 
Mstep: Class 10 contains 9081 members 
Mstep: Class 11 contains 183 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8887 members 
Mstep: Class 14 contains 674 members 
Mstep: Class 15 contains 19182 members 
Mstep: Class 16 contains 68066 members 
Mstep: Class 17 contains 111857 members 
Mstep: Class 18 contains 109524 members 
Mstep: Class 19 contains 3399 members 
Mstep: Class 20 contains 140592 members 
Mstep: Class 21 contains 33675 members 
Mstep: Class 22 contains 16799 members 
Mstep: Class 23 contains 9936 members 
Mstep: Class 24 contains 3658 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 147 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 88168 members 
Mstep: Class 29 contains 6101 members 
Mstep: Class 30 contains 47457 members 
Mstep: Class 31 contains 24561 members 
Mstep: Class 32 contains 5994 members 
Mstep: Class 33 contains 3809 members 
Mstep: Class 34 contains 387 members 
Mstep: Class 36 contains 1426 members 
Mstep: Class 37 contains 37275 members 
Mstep: Class 38 contains 1229 members 
Mstep: Class 39 contains 108498 members 
Mstep: Class 40 contains 500 members 
Mstep: Class 41 contains 326 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 18587 members 
Mstep: Class 44 contains 84717 members 
Mstep: Class 45 contains 17408 members 
Mstep: Class 46 contains 460 members 
Mstep: Class 47 contains 184 members 
Mstep: Class 48 contains 36530 members 
Mstep: Class 49 contains 13491 members 
Mstep: Class 50 contains 518 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4766 members 
Mstep: Class 53 contains 93619 members 
Mstep: Class 54 contains 94843 members 
Mstep: Class 55 contains 11096 members 
Mstep: Class 56 contains 721 members 
Mstep: Class 57 contains 137 members 
Mstep: Class 58 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194714032.000000 Penalty: 133004.953125
Iteration 354Q: 58 clusters Score -1.94714e+08 nChanged 9429
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 196961 members 
Mstep: Class 3 contains 81361 members 
Mstep: Class 4 contains 9620 members 
Mstep: Class 5 contains 9715 members 
Mstep: Class 6 contains 35222 members 
Mstep: Class 7 contains 82331 members 
Mstep: Class 8 contains 14536 members 
Mstep: Class 9 contains 36958 members 
Mstep: Class 10 contains 9073 members 
Mstep: Class 11 contains 184 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8887 members 
Mstep: Class 14 contains 674 members 
Mstep: Class 15 contains 19178 members 
Mstep: Class 16 contains 68066 members 
Mstep: Class 17 contains 111962 members 
Mstep: Class 18 contains 109124 members 
Mstep: Class 19 contains 3398 members 
Mstep: Class 20 contains 141333 members 
Mstep: Class 21 contains 33675 members 
Mstep: Class 22 contains 16763 members 
Mstep: Class 23 contains 9921 members 
Mstep: Class 24 contains 3658 members 
Mstep: Class 25 contains 788 members 
Mstep: Class 26 contains 147 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 88380 members 
Mstep: Class 29 contains 6101 members 
Mstep: Class 30 contains 49029 members 
Mstep: Class 31 contains 24638 members 
Mstep: Class 32 contains 5995 members 
Mstep: Class 33 contains 3795 members 
Mstep: Class 34 contains 387 members 
Mstep: Class 36 contains 1426 members 
Mstep: Class 37 contains 37037 members 
Mstep: Class 38 contains 1230 members 
Mstep: Class 39 contains 108668 members 
Mstep: Class 40 contains 500 members 
Mstep: Class 41 contains 326 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 18581 members 
Mstep: Class 44 contains 83980 members 
Mstep: Class 45 contains 17240 members 
Mstep: Class 46 contains 462 members 
Mstep: Class 47 contains 184 members 
Mstep: Class 48 contains 36771 members 
Mstep: Class 49 contains 13496 members 
Mstep: Class 50 contains 517 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4768 members 
Mstep: Class 53 contains 91767 members 
Mstep: Class 54 contains 95355 members 
Mstep: Class 55 contains 10999 members 
Mstep: Class 56 contains 721 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194713456.000000 Penalty: 133004.953125
Iteration 355Q: 58 clusters Score -1.947135e+08 nChanged 9495
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 196967 members 
Mstep: Class 3 contains 81328 members 
Mstep: Class 4 contains 9605 members 
Mstep: Class 5 contains 9675 members 
Mstep: Class 6 contains 35228 members 
Mstep: Class 7 contains 82355 members 
Mstep: Class 8 contains 14532 members 
Mstep: Class 9 contains 36954 members 
Mstep: Class 10 contains 9071 members 
Mstep: Class 11 contains 184 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8887 members 
Mstep: Class 14 contains 674 members 
Mstep: Class 15 contains 19175 members 
Mstep: Class 16 contains 68067 members 
Mstep: Class 17 contains 112125 members 
Mstep: Class 18 contains 108442 members 
Mstep: Class 19 contains 3395 members 
Mstep: Class 20 contains 142206 members 
Mstep: Class 21 contains 33677 members 
Mstep: Class 22 contains 16725 members 
Mstep: Class 23 contains 9900 members 
Mstep: Class 24 contains 3656 members 
Mstep: Class 25 contains 787 members 
Mstep: Class 26 contains 147 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 88540 members 
Mstep: Class 29 contains 6101 members 
Mstep: Class 30 contains 50446 members 
Mstep: Class 31 contains 24727 members 
Mstep: Class 32 contains 5995 members 
Mstep: Class 33 contains 3778 members 
Mstep: Class 34 contains 387 members 
Mstep: Class 36 contains 1426 members 
Mstep: Class 37 contains 36772 members 
Mstep: Class 38 contains 1231 members 
Mstep: Class 39 contains 108689 members 
Mstep: Class 40 contains 500 members 
Mstep: Class 41 contains 326 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 18571 members 
Mstep: Class 44 contains 83546 members 
Mstep: Class 45 contains 17080 members 
Mstep: Class 46 contains 465 members 
Mstep: Class 47 contains 184 members 
Mstep: Class 48 contains 37020 members 
Mstep: Class 49 contains 13497 members 
Mstep: Class 50 contains 515 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4769 members 
Mstep: Class 53 contains 90155 members 
Mstep: Class 54 contains 95819 members 
Mstep: Class 55 contains 10893 members 
Mstep: Class 56 contains 721 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194713312.000000 Penalty: 133004.953125
Iteration 356Q: 58 clusters Score -1.947133e+08 nChanged 9325
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 196963 members 
Mstep: Class 3 contains 81274 members 
Mstep: Class 4 contains 9580 members 
Mstep: Class 5 contains 9642 members 
Mstep: Class 6 contains 35229 members 
Mstep: Class 7 contains 82357 members 
Mstep: Class 8 contains 14524 members 
Mstep: Class 9 contains 36950 members 
Mstep: Class 10 contains 9071 members 
Mstep: Class 11 contains 186 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8887 members 
Mstep: Class 14 contains 674 members 
Mstep: Class 15 contains 19175 members 
Mstep: Class 16 contains 68066 members 
Mstep: Class 17 contains 112303 members 
Mstep: Class 18 contains 107532 members 
Mstep: Class 19 contains 3394 members 
Mstep: Class 20 contains 142830 members 
Mstep: Class 21 contains 33679 members 
Mstep: Class 22 contains 16714 members 
Mstep: Class 23 contains 9887 members 
Mstep: Class 24 contains 3656 members 
Mstep: Class 25 contains 787 members 
Mstep: Class 26 contains 147 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 88700 members 
Mstep: Class 29 contains 6102 members 
Mstep: Class 30 contains 51610 members 
Mstep: Class 31 contains 24820 members 
Mstep: Class 32 contains 5996 members 
Mstep: Class 33 contains 3764 members 
Mstep: Class 34 contains 387 members 
Mstep: Class 36 contains 1427 members 
Mstep: Class 37 contains 36558 members 
Mstep: Class 38 contains 1231 members 
Mstep: Class 39 contains 108759 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 326 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 18560 members 
Mstep: Class 44 contains 83650 members 
Mstep: Class 45 contains 16939 members 
Mstep: Class 46 contains 466 members 
Mstep: Class 47 contains 184 members 
Mstep: Class 48 contains 37253 members 
Mstep: Class 49 contains 13497 members 
Mstep: Class 50 contains 513 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4775 members 
Mstep: Class 53 contains 88689 members 
Mstep: Class 54 contains 96230 members 
Mstep: Class 55 contains 10780 members 
Mstep: Class 56 contains 720 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194712832.000000 Penalty: 133004.953125
Iteration 357Q: 58 clusters Score -1.947128e+08 nChanged 8913
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 196972 members 
Mstep: Class 3 contains 81262 members 
Mstep: Class 4 contains 9554 members 
Mstep: Class 5 contains 9611 members 
Mstep: Class 6 contains 35231 members 
Mstep: Class 7 contains 82340 members 
Mstep: Class 8 contains 14516 members 
Mstep: Class 9 contains 36945 members 
Mstep: Class 10 contains 9070 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8886 members 
Mstep: Class 14 contains 674 members 
Mstep: Class 15 contains 19175 members 
Mstep: Class 16 contains 68069 members 
Mstep: Class 17 contains 112525 members 
Mstep: Class 18 contains 106527 members 
Mstep: Class 19 contains 3394 members 
Mstep: Class 20 contains 143381 members 
Mstep: Class 21 contains 33679 members 
Mstep: Class 22 contains 16743 members 
Mstep: Class 23 contains 9880 members 
Mstep: Class 24 contains 3655 members 
Mstep: Class 25 contains 788 members 
Mstep: Class 26 contains 147 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 88872 members 
Mstep: Class 29 contains 6103 members 
Mstep: Class 30 contains 52220 members 
Mstep: Class 31 contains 24892 members 
Mstep: Class 32 contains 5997 members 
Mstep: Class 33 contains 3749 members 
Mstep: Class 34 contains 387 members 
Mstep: Class 36 contains 1426 members 
Mstep: Class 37 contains 36391 members 
Mstep: Class 38 contains 1231 members 
Mstep: Class 39 contains 108852 members 
Mstep: Class 40 contains 497 members 
Mstep: Class 41 contains 326 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 18556 members 
Mstep: Class 44 contains 84212 members 
Mstep: Class 45 contains 16762 members 
Mstep: Class 46 contains 463 members 
Mstep: Class 47 contains 184 members 
Mstep: Class 48 contains 37510 members 
Mstep: Class 49 contains 13497 members 
Mstep: Class 50 contains 513 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4779 members 
Mstep: Class 53 contains 87377 members 
Mstep: Class 54 contains 96575 members 
Mstep: Class 55 contains 10663 members 
Mstep: Class 56 contains 720 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194711872.000000 Penalty: 133004.953125
Iteration 358Q: 58 clusters Score -1.947119e+08 nChanged 8745
Entering ConstructFrom: 
Score: -194711872.000000 Penalty: 133004.953125
Entering ConstructFrom: 
Trying to split cluster 1 (13929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Entering Unmasked Estep 
Score: -1614385.250000 Penalty: 1550.530762
	Iteration 0F: 2 clusters Score -1614385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1604625.250000 Penalty: 3101.061523
	Iteration 0F: 3 clusters Score -1604625 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1607939.500000 Penalty: 3101.061523
	Iteration 1F: 3 clusters Score -1607940 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1608163.250000 Penalty: 3101.061523
	Iteration 2Q: 3 clusters Score -1608163 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1608345.375000 Penalty: 3101.061523
	Iteration 3Q: 3 clusters Score -1608345 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1608482.250000 Penalty: 3101.061523
	Iteration 4Q: 3 clusters Score -1608482 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1608658.625000 Penalty: 3101.061523
	Iteration 5Q: 3 clusters Score -1608659 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1608815.875000 Penalty: 3101.061523
	Iteration 6Q: 3 clusters Score -1608816 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1609031.000000 Penalty: 3101.061523
	Iteration 7Q: 3 clusters Score -1609031 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1609277.125000 Penalty: 3101.061523
	Iteration 8Q: 3 clusters Score -1609277 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1609575.625000 Penalty: 3101.061523
	Iteration 9Q: 3 clusters Score -1609576 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1609992.500000 Penalty: 3101.061523
	Iteration 10Q: 3 clusters Score -1609992 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1610578.250000 Penalty: 3101.061523
	Iteration 11F: 3 clusters Score -1610578 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1611253.875000 Penalty: 3101.061523
	Iteration 12F: 3 clusters Score -1611254 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1611906.000000 Penalty: 3101.061523
	Iteration 13F: 3 clusters Score -1611906 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1612388.500000 Penalty: 3101.061523
	Iteration 14Q: 3 clusters Score -1612388 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1612664.250000 Penalty: 3101.061523
	Iteration 15Q: 3 clusters Score -1612664 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1612808.625000 Penalty: 3101.061523
	Iteration 16Q: 3 clusters Score -1612809 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1612886.125000 Penalty: 3101.061523
	Iteration 17Q: 3 clusters Score -1612886 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1612937.500000 Penalty: 3101.061523
	Iteration 18Q: 3 clusters Score -1612938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1612969.125000 Penalty: 3101.061523
	Iteration 19Q: 3 clusters Score -1612969 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1613002.500000 Penalty: 3101.061523
	Iteration 20F: 3 clusters Score -1613002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1613022.875000 Penalty: 3101.061523
	Iteration 21Q: 3 clusters Score -1613023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1613040.500000 Penalty: 3101.061523
	Iteration 22Q: 3 clusters Score -1613040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -1613058.875000 Penalty: 3101.061523
	Iteration 23Q: 3 clusters Score -1613059 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1613076.375000 Penalty: 3101.061523
	Iteration 24Q: 3 clusters Score -1613076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -1613082.125000 Penalty: 3101.061523
	Iteration 25Q: 3 clusters Score -1613082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -1613082.250000 Penalty: 3101.061523
	Iteration 26Q: 3 clusters Score -1613082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -1613085.000000 Penalty: 3101.061523
	Iteration 27Q: 3 clusters Score -1613085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -1613085.875000 Penalty: 3101.061523
	Iteration 28Q: 3 clusters Score -1613086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -1613085.875000 Penalty: 3101.061523
	Iteration 29F: 3 clusters Score -1613086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (196996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196996 members 
Entering Unmasked Estep 
Score: -22573142.000000 Penalty: 1981.027588
	Iteration 0F: 2 clusters Score -2.257314e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98576 members 
Mstep: Class 2 contains 98420 members 
Entering Unmasked Estep 
Score: -22465462.000000 Penalty: 3962.055176
	Iteration 0F: 3 clusters Score -2.246546e+07 nChanged 95297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98885 members 
Mstep: Class 2 contains 98111 members 
Entering Unmasked Estep 
Score: -22521778.000000 Penalty: 3962.055176
	Iteration 1F: 3 clusters Score -2.252178e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98924 members 
Mstep: Class 2 contains 98072 members 
Entering Unmasked Estep 
Score: -22522784.000000 Penalty: 3962.055176
	Iteration 2Q: 3 clusters Score -2.252278e+07 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98977 members 
Mstep: Class 2 contains 98019 members 
Entering Unmasked Estep 
Score: -22524006.000000 Penalty: 3962.055176
	Iteration 3Q: 3 clusters Score -2.252401e+07 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99195 members 
Mstep: Class 2 contains 97801 members 
Entering Unmasked Estep 
Score: -22525624.000000 Penalty: 3962.055176
	Iteration 4Q: 3 clusters Score -2.252562e+07 nChanged 7160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99751 members 
Mstep: Class 2 contains 97245 members 
Entering Unmasked Estep 
Score: -22527610.000000 Penalty: 3962.055176
	Iteration 5Q: 3 clusters Score -2.252761e+07 nChanged 7912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101051 members 
Mstep: Class 2 contains 95945 members 
Entering Unmasked Estep 
Score: -22530428.000000 Penalty: 3962.055176
	Iteration 6Q: 3 clusters Score -2.253043e+07 nChanged 8674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103333 members 
Mstep: Class 2 contains 93663 members 
Entering Unmasked Estep 
Score: -22534126.000000 Penalty: 3962.055176
	Iteration 7Q: 3 clusters Score -2.253413e+07 nChanged 9587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106866 members 
Mstep: Class 2 contains 90130 members 
Entering Unmasked Estep 
Score: -22539204.000000 Penalty: 3962.055176
	Iteration 8Q: 3 clusters Score -2.25392e+07 nChanged 10627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111697 members 
Mstep: Class 2 contains 85299 members 
Entering Unmasked Estep 
Score: -22545666.000000 Penalty: 3962.055176
	Iteration 9F: 3 clusters Score -2.254567e+07 nChanged 11291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117030 members 
Mstep: Class 2 contains 79966 members 
Entering Unmasked Estep 
Score: -22552754.000000 Penalty: 3962.055176
	Iteration 10F: 3 clusters Score -2.255275e+07 nChanged 10961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122123 members 
Mstep: Class 2 contains 74873 members 
Entering Unmasked Estep 
Score: -22559580.000000 Penalty: 3962.055176
	Iteration 11F: 3 clusters Score -2.255958e+07 nChanged 9534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126295 members 
Mstep: Class 2 contains 70701 members 
Entering Unmasked Estep 
Score: -22563896.000000 Penalty: 3962.055176
	Iteration 12Q: 3 clusters Score -2.25639e+07 nChanged 7133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129578 members 
Mstep: Class 2 contains 67418 members 
Entering Unmasked Estep 
Score: -22566268.000000 Penalty: 3962.055176
	Iteration 13Q: 3 clusters Score -2.256627e+07 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132436 members 
Mstep: Class 2 contains 64560 members 
Entering Unmasked Estep 
Score: -22567312.000000 Penalty: 3962.055176
	Iteration 14Q: 3 clusters Score -2.256731e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135119 members 
Mstep: Class 2 contains 61877 members 
Entering Unmasked Estep 
Score: -22567962.000000 Penalty: 3962.055176
	Iteration 15Q: 3 clusters Score -2.256796e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137733 members 
Mstep: Class 2 contains 59263 members 
Entering Unmasked Estep 
Score: -22568414.000000 Penalty: 3962.055176
	Iteration 16Q: 3 clusters Score -2.256841e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140317 members 
Mstep: Class 2 contains 56679 members 
Entering Unmasked Estep 
Score: -22568748.000000 Penalty: 3962.055176
	Iteration 17Q: 3 clusters Score -2.256875e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142897 members 
Mstep: Class 2 contains 54099 members 
Entering Unmasked Estep 
Score: -22569010.000000 Penalty: 3962.055176
	Iteration 18Q: 3 clusters Score -2.256901e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145367 members 
Mstep: Class 2 contains 51629 members 
Entering Unmasked Estep 
Score: -22569422.000000 Penalty: 3962.055176
	Iteration 19Q: 3 clusters Score -2.256942e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147846 members 
Mstep: Class 2 contains 49150 members 
Entering Unmasked Estep 
Score: -22569850.000000 Penalty: 3962.055176
	Iteration 20F: 3 clusters Score -2.256985e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150389 members 
Mstep: Class 2 contains 46607 members 
Entering Unmasked Estep 
Score: -22570144.000000 Penalty: 3962.055176
	Iteration 21Q: 3 clusters Score -2.257014e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152917 members 
Mstep: Class 2 contains 44079 members 
Entering Unmasked Estep 
Score: -22570426.000000 Penalty: 3962.055176
	Iteration 22Q: 3 clusters Score -2.257043e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155430 members 
Mstep: Class 2 contains 41566 members 
Entering Unmasked Estep 
Score: -22570642.000000 Penalty: 3962.055176
	Iteration 23Q: 3 clusters Score -2.257064e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157837 members 
Mstep: Class 2 contains 39159 members 
Entering Unmasked Estep 
Score: -22570826.000000 Penalty: 3962.055176
	Iteration 24Q: 3 clusters Score -2.257083e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160222 members 
Mstep: Class 2 contains 36774 members 
Entering Unmasked Estep 
Score: -22571188.000000 Penalty: 3962.055176
	Iteration 25Q: 3 clusters Score -2.257119e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162540 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
Score: -22571456.000000 Penalty: 3962.055176
	Iteration 26Q: 3 clusters Score -2.257146e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164807 members 
Mstep: Class 2 contains 32189 members 
Entering Unmasked Estep 
Score: -22571376.000000 Penalty: 3962.055176
	Iteration 27Q: 3 clusters Score -2.257138e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166956 members 
Mstep: Class 2 contains 30040 members 
Entering Unmasked Estep 
Score: -22571470.000000 Penalty: 3962.055176
	Iteration 28Q: 3 clusters Score -2.257147e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168980 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -22571534.000000 Penalty: 3962.055176
	Iteration 29Q: 3 clusters Score -2.257153e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171007 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -22571472.000000 Penalty: 3962.055176
	Iteration 30Q: 3 clusters Score -2.257147e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172891 members 
Mstep: Class 2 contains 24105 members 
Entering Unmasked Estep 
Score: -22571380.000000 Penalty: 3962.055176
	Iteration 31Q: 3 clusters Score -2.257138e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174592 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -22571244.000000 Penalty: 3962.055176
	Iteration 32Q: 3 clusters Score -2.257124e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176226 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -22571192.000000 Penalty: 3962.055176
	Iteration 33Q: 3 clusters Score -2.257119e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177775 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -22571196.000000 Penalty: 3962.055176
	Iteration 34Q: 3 clusters Score -2.25712e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179200 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -22571326.000000 Penalty: 3962.055176
	Iteration 35Q: 3 clusters Score -2.257133e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180530 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -22571348.000000 Penalty: 3962.055176
	Iteration 36Q: 3 clusters Score -2.257135e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181745 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -22571624.000000 Penalty: 3962.055176
	Iteration 37Q: 3 clusters Score -2.257162e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182873 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -22571674.000000 Penalty: 3962.055176
	Iteration 38Q: 3 clusters Score -2.257167e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184017 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -22571804.000000 Penalty: 3962.055176
	Iteration 39Q: 3 clusters Score -2.25718e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185146 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -22572062.000000 Penalty: 3962.055176
	Iteration 40F: 3 clusters Score -2.257206e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186214 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -22572102.000000 Penalty: 3962.055176
	Iteration 41Q: 3 clusters Score -2.25721e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187219 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -22572252.000000 Penalty: 3962.055176
	Iteration 42Q: 3 clusters Score -2.257225e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188155 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -22572334.000000 Penalty: 3962.055176
	Iteration 43Q: 3 clusters Score -2.257233e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188992 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -22572464.000000 Penalty: 3962.055176
	Iteration 44Q: 3 clusters Score -2.257246e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189749 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -22572444.000000 Penalty: 3962.055176
	Iteration 45Q: 3 clusters Score -2.257244e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190439 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -22572398.000000 Penalty: 3962.055176
	Iteration 46Q: 3 clusters Score -2.25724e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191058 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -22572436.000000 Penalty: 3962.055176
	Iteration 47Q: 3 clusters Score -2.257244e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191605 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -22572548.000000 Penalty: 3962.055176
	Iteration 48Q: 3 clusters Score -2.257255e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192114 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -22572424.000000 Penalty: 3962.055176
	Iteration 49Q: 3 clusters Score -2.257242e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192559 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -22572372.000000 Penalty: 3962.055176
	Iteration 50Q: 3 clusters Score -2.257237e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192918 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -22572328.000000 Penalty: 3962.055176
	Iteration 51Q: 3 clusters Score -2.257233e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193243 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -22572366.000000 Penalty: 3962.055176
	Iteration 52Q: 3 clusters Score -2.257237e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193535 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -22572350.000000 Penalty: 3962.055176
	Iteration 53Q: 3 clusters Score -2.257235e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193831 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -22572362.000000 Penalty: 3962.055176
	Iteration 54Q: 3 clusters Score -2.257236e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194083 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -22572332.000000 Penalty: 3962.055176
	Iteration 55Q: 3 clusters Score -2.257233e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194287 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -22572354.000000 Penalty: 3962.055176
	Iteration 56Q: 3 clusters Score -2.257235e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194459 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -22572344.000000 Penalty: 3962.055176
	Iteration 57Q: 3 clusters Score -2.257234e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194624 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -22572340.000000 Penalty: 3962.055176
	Iteration 58Q: 3 clusters Score -2.257234e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194757 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -22572310.000000 Penalty: 3962.055176
	Iteration 59Q: 3 clusters Score -2.257231e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194881 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -22572266.000000 Penalty: 3962.055176
	Iteration 60F: 3 clusters Score -2.257227e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194972 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -22572316.000000 Penalty: 3962.055176
	Iteration 61Q: 3 clusters Score -2.257232e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195058 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -22572308.000000 Penalty: 3962.055176
	Iteration 62Q: 3 clusters Score -2.257231e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195121 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -22572294.000000 Penalty: 3962.055176
	Iteration 63Q: 3 clusters Score -2.257229e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195182 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -22572274.000000 Penalty: 3962.055176
	Iteration 64Q: 3 clusters Score -2.257227e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195228 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -22572312.000000 Penalty: 3962.055176
	Iteration 65Q: 3 clusters Score -2.257231e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195268 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -22572302.000000 Penalty: 3962.055176
	Iteration 66Q: 3 clusters Score -2.25723e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195313 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -22572302.000000 Penalty: 3962.055176
	Iteration 67Q: 3 clusters Score -2.25723e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195347 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -22572290.000000 Penalty: 3962.055176
	Iteration 68Q: 3 clusters Score -2.257229e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195389 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -22572212.000000 Penalty: 3962.055176
	Iteration 69Q: 3 clusters Score -2.257221e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195428 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -22572184.000000 Penalty: 3962.055176
	Iteration 70Q: 3 clusters Score -2.257218e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195461 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -22572138.000000 Penalty: 3962.055176
	Iteration 71Q: 3 clusters Score -2.257214e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195501 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -22572154.000000 Penalty: 3962.055176
	Iteration 72Q: 3 clusters Score -2.257215e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195531 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -22572152.000000 Penalty: 3962.055176
	Iteration 73Q: 3 clusters Score -2.257215e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195558 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -22572192.000000 Penalty: 3962.055176
	Iteration 74Q: 3 clusters Score -2.257219e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195580 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -22572186.000000 Penalty: 3962.055176
	Iteration 75Q: 3 clusters Score -2.257219e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195607 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -22572206.000000 Penalty: 3962.055176
	Iteration 76Q: 3 clusters Score -2.257221e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195623 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -22572206.000000 Penalty: 3962.055176
	Iteration 77Q: 3 clusters Score -2.257221e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195642 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -22572206.000000 Penalty: 3962.055176
	Iteration 78Q: 3 clusters Score -2.257221e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195658 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -22572194.000000 Penalty: 3962.055176
	Iteration 79Q: 3 clusters Score -2.257219e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195672 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -22572194.000000 Penalty: 3962.055176
	Iteration 80F: 3 clusters Score -2.257219e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195682 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -22572198.000000 Penalty: 3962.055176
	Iteration 81Q: 3 clusters Score -2.25722e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195696 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -22572174.000000 Penalty: 3962.055176
	Iteration 82Q: 3 clusters Score -2.257217e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195701 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -22572178.000000 Penalty: 3962.055176
	Iteration 83Q: 3 clusters Score -2.257218e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195705 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -22572188.000000 Penalty: 3962.055176
	Iteration 84Q: 3 clusters Score -2.257219e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195710 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -22572182.000000 Penalty: 3962.055176
	Iteration 85Q: 3 clusters Score -2.257218e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195713 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -22572170.000000 Penalty: 3962.055176
	Iteration 86Q: 3 clusters Score -2.257217e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195714 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -22572170.000000 Penalty: 3962.055176
	Iteration 87Q: 3 clusters Score -2.257217e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195715 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -22572152.000000 Penalty: 3962.055176
	Iteration 88Q: 3 clusters Score -2.257215e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195719 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -22572162.000000 Penalty: 3962.055176
	Iteration 89Q: 3 clusters Score -2.257216e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195726 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -22572134.000000 Penalty: 3962.055176
	Iteration 90Q: 3 clusters Score -2.257213e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195729 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -22572150.000000 Penalty: 3962.055176
	Iteration 91Q: 3 clusters Score -2.257215e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195729 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -22572148.000000 Penalty: 3962.055176
	Iteration 92Q: 3 clusters Score -2.257215e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195730 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -22572146.000000 Penalty: 3962.055176
	Iteration 93Q: 3 clusters Score -2.257215e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195734 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -22572154.000000 Penalty: 3962.055176
	Iteration 94Q: 3 clusters Score -2.257215e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195733 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -22572134.000000 Penalty: 3962.055176
	Iteration 95Q: 3 clusters Score -2.257213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195732 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -22572152.000000 Penalty: 3962.055176
	Iteration 96Q: 3 clusters Score -2.257215e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195732 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -22572152.000000 Penalty: 3962.055176
	Iteration 97F: 3 clusters Score -2.257215e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (81264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81264 members 
Entering Unmasked Estep 
Score: -9677305.000000 Penalty: 1837.136963
	Iteration 0F: 2 clusters Score -9677305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40594 members 
Mstep: Class 2 contains 40670 members 
Entering Unmasked Estep 
Score: -9623268.000000 Penalty: 3674.273926
	Iteration 0F: 3 clusters Score -9623268 nChanged 38656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39256 members 
Mstep: Class 2 contains 42008 members 
Entering Unmasked Estep 
Score: -9645370.000000 Penalty: 3674.273926
	Iteration 1F: 3 clusters Score -9645370 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38443 members 
Mstep: Class 2 contains 42821 members 
Entering Unmasked Estep 
Score: -9646048.000000 Penalty: 3674.273926
	Iteration 2Q: 3 clusters Score -9646048 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37179 members 
Mstep: Class 2 contains 44085 members 
Entering Unmasked Estep 
Score: -9646966.000000 Penalty: 3674.273926
	Iteration 3Q: 3 clusters Score -9646966 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35241 members 
Mstep: Class 2 contains 46023 members 
Entering Unmasked Estep 
Score: -9648149.000000 Penalty: 3674.273926
	Iteration 4Q: 3 clusters Score -9648149 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32523 members 
Mstep: Class 2 contains 48741 members 
Entering Unmasked Estep 
Score: -9650320.000000 Penalty: 3674.273926
	Iteration 5F: 3 clusters Score -9650320 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 52341 members 
Entering Unmasked Estep 
Score: -9653241.000000 Penalty: 3674.273926
	Iteration 6F: 3 clusters Score -9653241 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24707 members 
Mstep: Class 2 contains 56557 members 
Entering Unmasked Estep 
Score: -9657125.000000 Penalty: 3674.273926
	Iteration 7F: 3 clusters Score -9657125 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 61056 members 
Entering Unmasked Estep 
Score: -9661602.000000 Penalty: 3674.273926
	Iteration 8F: 3 clusters Score -9661602 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 64847 members 
Entering Unmasked Estep 
Score: -9665693.000000 Penalty: 3674.273926
	Iteration 9F: 3 clusters Score -9665693 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 67687 members 
Entering Unmasked Estep 
Score: -9668695.000000 Penalty: 3674.273926
	Iteration 10Q: 3 clusters Score -9668695 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 69627 members 
Entering Unmasked Estep 
Score: -9670766.000000 Penalty: 3674.273926
	Iteration 11Q: 3 clusters Score -9670766 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 71109 members 
Entering Unmasked Estep 
Score: -9672049.000000 Penalty: 3674.273926
	Iteration 12Q: 3 clusters Score -9672049 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 72346 members 
Entering Unmasked Estep 
Score: -9673013.000000 Penalty: 3674.273926
	Iteration 13Q: 3 clusters Score -9673013 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 73402 members 
Entering Unmasked Estep 
Score: -9673919.000000 Penalty: 3674.273926
	Iteration 14Q: 3 clusters Score -9673919 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 74243 members 
Entering Unmasked Estep 
Score: -9674570.000000 Penalty: 3674.273926
	Iteration 15Q: 3 clusters Score -9674570 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 74905 members 
Entering Unmasked Estep 
Score: -9675116.000000 Penalty: 3674.273926
	Iteration 16Q: 3 clusters Score -9675116 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 75457 members 
Entering Unmasked Estep 
Score: -9675451.000000 Penalty: 3674.273926
	Iteration 17Q: 3 clusters Score -9675451 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 75909 members 
Entering Unmasked Estep 
Score: -9675713.000000 Penalty: 3674.273926
	Iteration 18Q: 3 clusters Score -9675713 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 76273 members 
Entering Unmasked Estep 
Score: -9675894.000000 Penalty: 3674.273926
	Iteration 19Q: 3 clusters Score -9675894 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 76597 members 
Entering Unmasked Estep 
Score: -9676034.000000 Penalty: 3674.273926
	Iteration 20F: 3 clusters Score -9676034 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 76902 members 
Entering Unmasked Estep 
Score: -9676194.000000 Penalty: 3674.273926
	Iteration 21Q: 3 clusters Score -9676194 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 77183 members 
Entering Unmasked Estep 
Score: -9676268.000000 Penalty: 3674.273926
	Iteration 22Q: 3 clusters Score -9676268 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 77409 members 
Entering Unmasked Estep 
Score: -9676363.000000 Penalty: 3674.273926
	Iteration 23Q: 3 clusters Score -9676363 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 77615 members 
Entering Unmasked Estep 
Score: -9676448.000000 Penalty: 3674.273926
	Iteration 24Q: 3 clusters Score -9676448 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 77772 members 
Entering Unmasked Estep 
Score: -9676488.000000 Penalty: 3674.273926
	Iteration 25Q: 3 clusters Score -9676488 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 77908 members 
Entering Unmasked Estep 
Score: -9676512.000000 Penalty: 3674.273926
	Iteration 26Q: 3 clusters Score -9676512 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 78029 members 
Entering Unmasked Estep 
Score: -9676535.000000 Penalty: 3674.273926
	Iteration 27Q: 3 clusters Score -9676535 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 78118 members 
Entering Unmasked Estep 
Score: -9676552.000000 Penalty: 3674.273926
	Iteration 28Q: 3 clusters Score -9676552 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 78193 members 
Entering Unmasked Estep 
Score: -9676578.000000 Penalty: 3674.273926
	Iteration 29Q: 3 clusters Score -9676578 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 78256 members 
Entering Unmasked Estep 
Score: -9676590.000000 Penalty: 3674.273926
	Iteration 30Q: 3 clusters Score -9676590 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 78297 members 
Entering Unmasked Estep 
Score: -9676605.000000 Penalty: 3674.273926
	Iteration 31Q: 3 clusters Score -9676605 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 78342 members 
Entering Unmasked Estep 
Score: -9676611.000000 Penalty: 3674.273926
	Iteration 32Q: 3 clusters Score -9676611 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 78380 members 
Entering Unmasked Estep 
Score: -9676618.000000 Penalty: 3674.273926
	Iteration 33Q: 3 clusters Score -9676618 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 78424 members 
Entering Unmasked Estep 
Score: -9676617.000000 Penalty: 3674.273926
	Iteration 34Q: 3 clusters Score -9676617 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 78463 members 
Entering Unmasked Estep 
Score: -9676615.000000 Penalty: 3674.273926
	Iteration 35Q: 3 clusters Score -9676615 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 78502 members 
Entering Unmasked Estep 
Score: -9676633.000000 Penalty: 3674.273926
	Iteration 36Q: 3 clusters Score -9676633 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 78527 members 
Entering Unmasked Estep 
Score: -9676626.000000 Penalty: 3674.273926
	Iteration 37Q: 3 clusters Score -9676626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 78545 members 
Entering Unmasked Estep 
Score: -9676618.000000 Penalty: 3674.273926
	Iteration 38Q: 3 clusters Score -9676618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 78560 members 
Entering Unmasked Estep 
Score: -9676617.000000 Penalty: 3674.273926
	Iteration 39Q: 3 clusters Score -9676617 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 78575 members 
Entering Unmasked Estep 
Score: -9676638.000000 Penalty: 3674.273926
	Iteration 40F: 3 clusters Score -9676638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 78583 members 
Entering Unmasked Estep 
Score: -9676642.000000 Penalty: 3674.273926
	Iteration 41Q: 3 clusters Score -9676642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 78590 members 
Entering Unmasked Estep 
Score: -9676636.000000 Penalty: 3674.273926
	Iteration 42Q: 3 clusters Score -9676636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 78595 members 
Entering Unmasked Estep 
Score: -9676632.000000 Penalty: 3674.273926
	Iteration 43Q: 3 clusters Score -9676632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 78602 members 
Entering Unmasked Estep 
Score: -9676632.000000 Penalty: 3674.273926
	Iteration 44Q: 3 clusters Score -9676632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 78608 members 
Entering Unmasked Estep 
Score: -9676639.000000 Penalty: 3674.273926
	Iteration 45Q: 3 clusters Score -9676639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 78613 members 
Entering Unmasked Estep 
Score: -9676641.000000 Penalty: 3674.273926
	Iteration 46Q: 3 clusters Score -9676641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 78624 members 
Entering Unmasked Estep 
Score: -9676641.000000 Penalty: 3674.273926
	Iteration 47Q: 3 clusters Score -9676641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 78633 members 
Entering Unmasked Estep 
Score: -9676637.000000 Penalty: 3674.273926
	Iteration 48Q: 3 clusters Score -9676637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 78641 members 
Entering Unmasked Estep 
Score: -9676637.000000 Penalty: 3674.273926
	Iteration 49Q: 3 clusters Score -9676637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 78648 members 
Entering Unmasked Estep 
Score: -9676629.000000 Penalty: 3674.273926
	Iteration 50Q: 3 clusters Score -9676629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 78652 members 
Entering Unmasked Estep 
Score: -9676631.000000 Penalty: 3674.273926
	Iteration 51Q: 3 clusters Score -9676631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 78653 members 
Entering Unmasked Estep 
Score: -9676630.000000 Penalty: 3674.273926
	Iteration 52Q: 3 clusters Score -9676630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 78653 members 
Entering Unmasked Estep 
Score: -9676630.000000 Penalty: 3674.273926
	Iteration 53F: 3 clusters Score -9676630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Entering Unmasked Estep 
Score: -1104113.875000 Penalty: 1488.686890
	Iteration 0F: 2 clusters Score -1104114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1097291.875000 Penalty: 2977.373779
	Iteration 0F: 3 clusters Score -1097292 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1099469.000000 Penalty: 2977.373779
	Iteration 1F: 3 clusters Score -1099469 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1099707.500000 Penalty: 2977.373779
	Iteration 2F: 3 clusters Score -1099708 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1099881.000000 Penalty: 2977.373779
	Iteration 3Q: 3 clusters Score -1099881 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1100010.750000 Penalty: 2977.373779
	Iteration 4Q: 3 clusters Score -1100011 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1100131.500000 Penalty: 2977.373779
	Iteration 5Q: 3 clusters Score -1100132 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1100250.750000 Penalty: 2977.373779
	Iteration 6Q: 3 clusters Score -1100251 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1100377.000000 Penalty: 2977.373779
	Iteration 7Q: 3 clusters Score -1100377 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1100518.500000 Penalty: 2977.373779
	Iteration 8Q: 3 clusters Score -1100518 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1100676.125000 Penalty: 2977.373779
	Iteration 9Q: 3 clusters Score -1100676 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1100861.500000 Penalty: 2977.373779
	Iteration 10Q: 3 clusters Score -1100862 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1101051.375000 Penalty: 2977.373779
	Iteration 11Q: 3 clusters Score -1101051 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1101273.375000 Penalty: 2977.373779
	Iteration 12Q: 3 clusters Score -1101273 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1101515.375000 Penalty: 2977.373779
	Iteration 13Q: 3 clusters Score -1101515 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1101799.125000 Penalty: 2977.373779
	Iteration 14Q: 3 clusters Score -1101799 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1102064.000000 Penalty: 2977.373779
	Iteration 15Q: 3 clusters Score -1102064 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1102259.250000 Penalty: 2977.373779
	Iteration 16Q: 3 clusters Score -1102259 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1102423.875000 Penalty: 2977.373779
	Iteration 17Q: 3 clusters Score -1102424 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1102554.625000 Penalty: 2977.373779
	Iteration 18Q: 3 clusters Score -1102555 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1102640.500000 Penalty: 2977.373779
	Iteration 19Q: 3 clusters Score -1102640 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1102686.375000 Penalty: 2977.373779
	Iteration 20F: 3 clusters Score -1102686 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1102725.750000 Penalty: 2977.373779
	Iteration 21Q: 3 clusters Score -1102726 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1102755.500000 Penalty: 2977.373779
	Iteration 22Q: 3 clusters Score -1102756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1102778.125000 Penalty: 2977.373779
	Iteration 23Q: 3 clusters Score -1102778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1102791.125000 Penalty: 2977.373779
	Iteration 24Q: 3 clusters Score -1102791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1102798.500000 Penalty: 2977.373779
	Iteration 25Q: 3 clusters Score -1102798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1102801.250000 Penalty: 2977.373779
	Iteration 26Q: 3 clusters Score -1102801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1102801.250000 Penalty: 2977.373779
	Iteration 27F: 3 clusters Score -1102801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Entering Unmasked Estep 
Score: -1156043.250000 Penalty: 1489.589111
	Iteration 0F: 2 clusters Score -1156043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1149160.250000 Penalty: 2979.178223
	Iteration 0F: 3 clusters Score -1149160 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1151384.125000 Penalty: 2979.178223
	Iteration 1F: 3 clusters Score -1151384 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1151590.500000 Penalty: 2979.178223
	Iteration 2F: 3 clusters Score -1151590 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1151727.750000 Penalty: 2979.178223
	Iteration 3Q: 3 clusters Score -1151728 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1151826.625000 Penalty: 2979.178223
	Iteration 4Q: 3 clusters Score -1151827 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1151913.875000 Penalty: 2979.178223
	Iteration 5Q: 3 clusters Score -1151914 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1151988.250000 Penalty: 2979.178223
	Iteration 6Q: 3 clusters Score -1151988 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1152067.875000 Penalty: 2979.178223
	Iteration 7Q: 3 clusters Score -1152068 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1152155.500000 Penalty: 2979.178223
	Iteration 8Q: 3 clusters Score -1152156 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1152275.625000 Penalty: 2979.178223
	Iteration 9Q: 3 clusters Score -1152276 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1152396.500000 Penalty: 2979.178223
	Iteration 10Q: 3 clusters Score -1152396 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1152573.000000 Penalty: 2979.178223
	Iteration 11Q: 3 clusters Score -1152573 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1152833.625000 Penalty: 2979.178223
	Iteration 12Q: 3 clusters Score -1152834 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1153144.000000 Penalty: 2979.178223
	Iteration 13Q: 3 clusters Score -1153144 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1153539.125000 Penalty: 2979.178223
	Iteration 14F: 3 clusters Score -1153539 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1153884.375000 Penalty: 2979.178223
	Iteration 15Q: 3 clusters Score -1153884 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1154163.125000 Penalty: 2979.178223
	Iteration 16Q: 3 clusters Score -1154163 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1154377.875000 Penalty: 2979.178223
	Iteration 17Q: 3 clusters Score -1154378 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1154518.750000 Penalty: 2979.178223
	Iteration 18Q: 3 clusters Score -1154519 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1154603.500000 Penalty: 2979.178223
	Iteration 19Q: 3 clusters Score -1154604 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1154646.875000 Penalty: 2979.178223
	Iteration 20F: 3 clusters Score -1154647 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1154677.375000 Penalty: 2979.178223
	Iteration 21Q: 3 clusters Score -1154677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1154692.375000 Penalty: 2979.178223
	Iteration 22Q: 3 clusters Score -1154692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1154697.500000 Penalty: 2979.178223
	Iteration 23Q: 3 clusters Score -1154698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1154699.625000 Penalty: 2979.178223
	Iteration 24Q: 3 clusters Score -1154700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1154702.625000 Penalty: 2979.178223
	Iteration 25Q: 3 clusters Score -1154703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1154703.500000 Penalty: 2979.178223
	Iteration 26Q: 3 clusters Score -1154704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1154703.500000 Penalty: 2979.178223
	Iteration 27F: 3 clusters Score -1154704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (35234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35234 members 
Entering Unmasked Estep 
Score: -3871168.500000 Penalty: 1701.337036
	Iteration 0F: 2 clusters Score -3871168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -3847310.750000 Penalty: 3402.674072
	Iteration 0F: 3 clusters Score -3847311 nChanged 16343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -3856537.000000 Penalty: 3402.674072
	Iteration 1F: 3 clusters Score -3856537 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -3857034.750000 Penalty: 3402.674072
	Iteration 2Q: 3 clusters Score -3857035 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -3857650.000000 Penalty: 3402.674072
	Iteration 3Q: 3 clusters Score -3857650 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -3858496.250000 Penalty: 3402.674072
	Iteration 4F: 3 clusters Score -3858496 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -3859698.750000 Penalty: 3402.674072
	Iteration 5F: 3 clusters Score -3859699 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -3861374.000000 Penalty: 3402.674072
	Iteration 6F: 3 clusters Score -3861374 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 27889 members 
Entering Unmasked Estep 
Score: -3863497.250000 Penalty: 3402.674072
	Iteration 7F: 3 clusters Score -3863497 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 30313 members 
Entering Unmasked Estep 
Score: -3865585.500000 Penalty: 3402.674072
	Iteration 8F: 3 clusters Score -3865586 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -3867279.500000 Penalty: 3402.674072
	Iteration 9F: 3 clusters Score -3867280 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 33442 members 
Entering Unmasked Estep 
Score: -3868351.000000 Penalty: 3402.674072
	Iteration 10Q: 3 clusters Score -3868351 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 34166 members 
Entering Unmasked Estep 
Score: -3868978.250000 Penalty: 3402.674072
	Iteration 11Q: 3 clusters Score -3868978 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -3869319.250000 Penalty: 3402.674072
	Iteration 12Q: 3 clusters Score -3869319 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 34696 members 
Entering Unmasked Estep 
Score: -3869544.500000 Penalty: 3402.674072
	Iteration 13Q: 3 clusters Score -3869544 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 34774 members 
Entering Unmasked Estep 
Score: -3869702.750000 Penalty: 3402.674072
	Iteration 14Q: 3 clusters Score -3869703 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
Score: -3869799.750000 Penalty: 3402.674072
	Iteration 15Q: 3 clusters Score -3869800 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 34814 members 
Entering Unmasked Estep 
Score: -3869882.000000 Penalty: 3402.674072
	Iteration 16Q: 3 clusters Score -3869882 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
Score: -3869929.250000 Penalty: 3402.674072
	Iteration 17Q: 3 clusters Score -3869929 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 34797 members 
Entering Unmasked Estep 
Score: -3869961.750000 Penalty: 3402.674072
	Iteration 18Q: 3 clusters Score -3869962 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -3869977.000000 Penalty: 3402.674072
	Iteration 19Q: 3 clusters Score -3869977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -3869982.000000 Penalty: 3402.674072
	Iteration 20F: 3 clusters Score -3869982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 34781 members 
Entering Unmasked Estep 
Score: -3869995.750000 Penalty: 3402.674072
	Iteration 21Q: 3 clusters Score -3869996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
Score: -3870003.500000 Penalty: 3402.674072
	Iteration 22Q: 3 clusters Score -3870004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 34775 members 
Entering Unmasked Estep 
Score: -3870016.500000 Penalty: 3402.674072
	Iteration 23Q: 3 clusters Score -3870016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -3870015.750000 Penalty: 3402.674072
	Iteration 24Q: 3 clusters Score -3870016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 34772 members 
Entering Unmasked Estep 
Score: -3870022.250000 Penalty: 3402.674072
	Iteration 25Q: 3 clusters Score -3870022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 34768 members 
Entering Unmasked Estep 
Score: -3870024.000000 Penalty: 3402.674072
	Iteration 26Q: 3 clusters Score -3870024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 34765 members 
Entering Unmasked Estep 
Score: -3870026.250000 Penalty: 3402.674072
	Iteration 27Q: 3 clusters Score -3870026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 34764 members 
Entering Unmasked Estep 
Score: -3870026.250000 Penalty: 3402.674072
	Iteration 28Q: 3 clusters Score -3870026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -3870026.500000 Penalty: 3402.674072
	Iteration 29Q: 3 clusters Score -3870026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 34768 members 
Entering Unmasked Estep 
Score: -3870033.500000 Penalty: 3402.674072
	Iteration 30Q: 3 clusters Score -3870034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -3870038.500000 Penalty: 3402.674072
	Iteration 31Q: 3 clusters Score -3870038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 34768 members 
Entering Unmasked Estep 
Score: -3870040.000000 Penalty: 3402.674072
	Iteration 32Q: 3 clusters Score -3870040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -3870041.000000 Penalty: 3402.674072
	Iteration 33Q: 3 clusters Score -3870041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -3870041.750000 Penalty: 3402.674072
	Iteration 34Q: 3 clusters Score -3870042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 34768 members 
Entering Unmasked Estep 
Score: -3870042.750000 Penalty: 3402.674072
	Iteration 35Q: 3 clusters Score -3870043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -3870045.500000 Penalty: 3402.674072
	Iteration 36Q: 3 clusters Score -3870046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 34762 members 
Entering Unmasked Estep 
Score: -3870044.000000 Penalty: 3402.674072
	Iteration 37Q: 3 clusters Score -3870044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 34762 members 
Entering Unmasked Estep 
Score: -3870052.500000 Penalty: 3402.674072
	Iteration 38Q: 3 clusters Score -3870052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 34761 members 
Entering Unmasked Estep 
Score: -3870057.750000 Penalty: 3402.674072
	Iteration 39Q: 3 clusters Score -3870058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 34760 members 
Entering Unmasked Estep 
Score: -3870060.750000 Penalty: 3402.674072
	Iteration 40F: 3 clusters Score -3870061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 34756 members 
Entering Unmasked Estep 
Score: -3870059.500000 Penalty: 3402.674072
	Iteration 41Q: 3 clusters Score -3870060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -3870059.000000 Penalty: 3402.674072
	Iteration 42Q: 3 clusters Score -3870059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -3870059.000000 Penalty: 3402.674072
	Iteration 43F: 3 clusters Score -3870059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (82270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82270 members 
Entering Unmasked Estep 
Score: -9340883.000000 Penalty: 1839.136230
	Iteration 0F: 2 clusters Score -9340883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41089 members 
Mstep: Class 2 contains 41181 members 
Entering Unmasked Estep 
Score: -9285862.000000 Penalty: 3678.272461
	Iteration 0F: 3 clusters Score -9285862 nChanged 39140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41645 members 
Mstep: Class 2 contains 40625 members 
Entering Unmasked Estep 
Score: -9308560.000000 Penalty: 3678.272461
	Iteration 1F: 3 clusters Score -9308560 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42102 members 
Mstep: Class 2 contains 40168 members 
Entering Unmasked Estep 
Score: -9309189.000000 Penalty: 3678.272461
	Iteration 2Q: 3 clusters Score -9309189 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42821 members 
Mstep: Class 2 contains 39449 members 
Entering Unmasked Estep 
Score: -9309983.000000 Penalty: 3678.272461
	Iteration 3Q: 3 clusters Score -9309983 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43929 members 
Mstep: Class 2 contains 38341 members 
Entering Unmasked Estep 
Score: -9311112.000000 Penalty: 3678.272461
	Iteration 4Q: 3 clusters Score -9311112 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45462 members 
Mstep: Class 2 contains 36808 members 
Entering Unmasked Estep 
Score: -9312637.000000 Penalty: 3678.272461
	Iteration 5Q: 3 clusters Score -9312637 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47470 members 
Mstep: Class 2 contains 34800 members 
Entering Unmasked Estep 
Score: -9314863.000000 Penalty: 3678.272461
	Iteration 6F: 3 clusters Score -9314863 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50022 members 
Mstep: Class 2 contains 32248 members 
Entering Unmasked Estep 
Score: -9317383.000000 Penalty: 3678.272461
	Iteration 7F: 3 clusters Score -9317383 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52979 members 
Mstep: Class 2 contains 29291 members 
Entering Unmasked Estep 
Score: -9320039.000000 Penalty: 3678.272461
	Iteration 8F: 3 clusters Score -9320039 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56289 members 
Mstep: Class 2 contains 25981 members 
Entering Unmasked Estep 
Score: -9323008.000000 Penalty: 3678.272461
	Iteration 9F: 3 clusters Score -9323008 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59646 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -9326120.000000 Penalty: 3678.272461
	Iteration 10F: 3 clusters Score -9326120 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62873 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -9329416.000000 Penalty: 3678.272461
	Iteration 11Q: 3 clusters Score -9329416 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65626 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -9332110.000000 Penalty: 3678.272461
	Iteration 12Q: 3 clusters Score -9332110 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67855 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -9333781.000000 Penalty: 3678.272461
	Iteration 13Q: 3 clusters Score -9333781 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69812 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -9334973.000000 Penalty: 3678.272461
	Iteration 14Q: 3 clusters Score -9334973 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71526 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -9335898.000000 Penalty: 3678.272461
	Iteration 15Q: 3 clusters Score -9335898 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73099 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -9336775.000000 Penalty: 3678.272461
	Iteration 16Q: 3 clusters Score -9336775 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74499 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -9337557.000000 Penalty: 3678.272461
	Iteration 17Q: 3 clusters Score -9337557 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75661 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -9338197.000000 Penalty: 3678.272461
	Iteration 18Q: 3 clusters Score -9338197 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76603 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -9338658.000000 Penalty: 3678.272461
	Iteration 19Q: 3 clusters Score -9338658 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77358 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -9339015.000000 Penalty: 3678.272461
	Iteration 20F: 3 clusters Score -9339015 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77986 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -9339344.000000 Penalty: 3678.272461
	Iteration 21Q: 3 clusters Score -9339344 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78496 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -9339573.000000 Penalty: 3678.272461
	Iteration 22Q: 3 clusters Score -9339573 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78903 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -9339721.000000 Penalty: 3678.272461
	Iteration 23Q: 3 clusters Score -9339721 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79212 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -9339849.000000 Penalty: 3678.272461
	Iteration 24Q: 3 clusters Score -9339849 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79458 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -9339914.000000 Penalty: 3678.272461
	Iteration 25Q: 3 clusters Score -9339914 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79633 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -9339954.000000 Penalty: 3678.272461
	Iteration 26Q: 3 clusters Score -9339954 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79781 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -9340000.000000 Penalty: 3678.272461
	Iteration 27Q: 3 clusters Score -9340000 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79907 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -9340050.000000 Penalty: 3678.272461
	Iteration 28Q: 3 clusters Score -9340050 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80025 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -9340115.000000 Penalty: 3678.272461
	Iteration 29Q: 3 clusters Score -9340115 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80110 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -9340147.000000 Penalty: 3678.272461
	Iteration 30Q: 3 clusters Score -9340147 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80180 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -9340156.000000 Penalty: 3678.272461
	Iteration 31Q: 3 clusters Score -9340156 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80234 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -9340162.000000 Penalty: 3678.272461
	Iteration 32Q: 3 clusters Score -9340162 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80289 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -9340158.000000 Penalty: 3678.272461
	Iteration 33Q: 3 clusters Score -9340158 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80332 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -9340165.000000 Penalty: 3678.272461
	Iteration 34Q: 3 clusters Score -9340165 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80365 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -9340183.000000 Penalty: 3678.272461
	Iteration 35Q: 3 clusters Score -9340183 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80391 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -9340189.000000 Penalty: 3678.272461
	Iteration 36Q: 3 clusters Score -9340189 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80406 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -9340203.000000 Penalty: 3678.272461
	Iteration 37Q: 3 clusters Score -9340203 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80420 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -9340196.000000 Penalty: 3678.272461
	Iteration 38Q: 3 clusters Score -9340196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80431 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -9340200.000000 Penalty: 3678.272461
	Iteration 39Q: 3 clusters Score -9340200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80435 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -9340194.000000 Penalty: 3678.272461
	Iteration 40F: 3 clusters Score -9340194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80436 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -9340201.000000 Penalty: 3678.272461
	Iteration 41Q: 3 clusters Score -9340201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80438 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -9340202.000000 Penalty: 3678.272461
	Iteration 42Q: 3 clusters Score -9340202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80439 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -9340199.000000 Penalty: 3678.272461
	Iteration 43Q: 3 clusters Score -9340199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80440 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -9340198.000000 Penalty: 3678.272461
	Iteration 44Q: 3 clusters Score -9340198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80442 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -9340198.000000 Penalty: 3678.272461
	Iteration 45Q: 3 clusters Score -9340198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80442 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -9340198.000000 Penalty: 3678.272461
	Iteration 46F: 3 clusters Score -9340198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Entering Unmasked Estep 
Score: -1580871.750000 Penalty: 1557.160156
	Iteration 0F: 2 clusters Score -1580872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1570740.375000 Penalty: 3114.320312
	Iteration 0F: 3 clusters Score -1570740 nChanged 6537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1574257.250000 Penalty: 3114.320312
	Iteration 1F: 3 clusters Score -1574257 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1574533.125000 Penalty: 3114.320312
	Iteration 2F: 3 clusters Score -1574533 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1574832.500000 Penalty: 3114.320312
	Iteration 3F: 3 clusters Score -1574832 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1575177.875000 Penalty: 3114.320312
	Iteration 4F: 3 clusters Score -1575178 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1575668.000000 Penalty: 3114.320312
	Iteration 5F: 3 clusters Score -1575668 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1576318.000000 Penalty: 3114.320312
	Iteration 6F: 3 clusters Score -1576318 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1577103.625000 Penalty: 3114.320312
	Iteration 7F: 3 clusters Score -1577104 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -1577867.875000 Penalty: 3114.320312
	Iteration 8F: 3 clusters Score -1577868 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -1578468.625000 Penalty: 3114.320312
	Iteration 9Q: 3 clusters Score -1578469 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -1578835.125000 Penalty: 3114.320312
	Iteration 10Q: 3 clusters Score -1578835 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -1579069.625000 Penalty: 3114.320312
	Iteration 11Q: 3 clusters Score -1579070 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -1579200.250000 Penalty: 3114.320312
	Iteration 12Q: 3 clusters Score -1579200 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -1579292.375000 Penalty: 3114.320312
	Iteration 13Q: 3 clusters Score -1579292 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1579360.750000 Penalty: 3114.320312
	Iteration 14Q: 3 clusters Score -1579361 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -1579395.625000 Penalty: 3114.320312
	Iteration 15Q: 3 clusters Score -1579396 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -1579418.750000 Penalty: 3114.320312
	Iteration 16Q: 3 clusters Score -1579419 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -1579445.500000 Penalty: 3114.320312
	Iteration 17Q: 3 clusters Score -1579446 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -1579472.000000 Penalty: 3114.320312
	Iteration 18Q: 3 clusters Score -1579472 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -1579496.125000 Penalty: 3114.320312
	Iteration 19Q: 3 clusters Score -1579496 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -1579516.125000 Penalty: 3114.320312
	Iteration 20F: 3 clusters Score -1579516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -1579529.375000 Penalty: 3114.320312
	Iteration 21Q: 3 clusters Score -1579529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -1579536.125000 Penalty: 3114.320312
	Iteration 22Q: 3 clusters Score -1579536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -1579546.375000 Penalty: 3114.320312
	Iteration 23Q: 3 clusters Score -1579546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -1579551.125000 Penalty: 3114.320312
	Iteration 24Q: 3 clusters Score -1579551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -1579554.125000 Penalty: 3114.320312
	Iteration 25Q: 3 clusters Score -1579554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -1579554.500000 Penalty: 3114.320312
	Iteration 26Q: 3 clusters Score -1579554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -1579555.750000 Penalty: 3114.320312
	Iteration 27Q: 3 clusters Score -1579556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -1579559.125000 Penalty: 3114.320312
	Iteration 28Q: 3 clusters Score -1579559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -1579565.000000 Penalty: 3114.320312
	Iteration 29Q: 3 clusters Score -1579565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -1579565.125000 Penalty: 3114.320312
	Iteration 30Q: 3 clusters Score -1579565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -1579565.375000 Penalty: 3114.320312
	Iteration 31Q: 3 clusters Score -1579565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -1579565.375000 Penalty: 3114.320312
	Iteration 32F: 3 clusters Score -1579565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (36936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36936 members 
Entering Unmasked Estep 
Score: -4199439.000000 Penalty: 1709.003052
	Iteration 0F: 2 clusters Score -4199439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -4174581.750000 Penalty: 3418.006104
	Iteration 0F: 3 clusters Score -4174582 nChanged 17212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -4184215.000000 Penalty: 3418.006104
	Iteration 1F: 3 clusters Score -4184215 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -4185001.000000 Penalty: 3418.006104
	Iteration 2F: 3 clusters Score -4185001 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -4185983.250000 Penalty: 3418.006104
	Iteration 3F: 3 clusters Score -4185983 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -4187141.500000 Penalty: 3418.006104
	Iteration 4F: 3 clusters Score -4187142 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -4188541.500000 Penalty: 3418.006104
	Iteration 5F: 3 clusters Score -4188542 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -4190173.250000 Penalty: 3418.006104
	Iteration 6F: 3 clusters Score -4190173 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -4192009.500000 Penalty: 3418.006104
	Iteration 7F: 3 clusters Score -4192010 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31394 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -4193806.250000 Penalty: 3418.006104
	Iteration 8F: 3 clusters Score -4193806 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -4195196.500000 Penalty: 3418.006104
	Iteration 9Q: 3 clusters Score -4195196 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34238 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -4196185.500000 Penalty: 3418.006104
	Iteration 10Q: 3 clusters Score -4196186 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35027 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -4196842.000000 Penalty: 3418.006104
	Iteration 11Q: 3 clusters Score -4196842 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35497 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -4197223.500000 Penalty: 3418.006104
	Iteration 12Q: 3 clusters Score -4197224 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35768 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -4197427.500000 Penalty: 3418.006104
	Iteration 13Q: 3 clusters Score -4197428 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35933 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -4197582.500000 Penalty: 3418.006104
	Iteration 14Q: 3 clusters Score -4197582 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36036 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -4197683.000000 Penalty: 3418.006104
	Iteration 15Q: 3 clusters Score -4197683 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36100 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -4197773.500000 Penalty: 3418.006104
	Iteration 16Q: 3 clusters Score -4197774 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4197843.000000 Penalty: 3418.006104
	Iteration 17Q: 3 clusters Score -4197843 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36189 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -4197892.000000 Penalty: 3418.006104
	Iteration 18Q: 3 clusters Score -4197892 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -4197920.500000 Penalty: 3418.006104
	Iteration 19Q: 3 clusters Score -4197920 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36250 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -4197942.500000 Penalty: 3418.006104
	Iteration 20F: 3 clusters Score -4197942 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36263 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4197959.000000 Penalty: 3418.006104
	Iteration 21Q: 3 clusters Score -4197959 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36274 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4197970.500000 Penalty: 3418.006104
	Iteration 22Q: 3 clusters Score -4197970 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36287 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -4197982.500000 Penalty: 3418.006104
	Iteration 23Q: 3 clusters Score -4197982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36293 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4197992.500000 Penalty: 3418.006104
	Iteration 24Q: 3 clusters Score -4197992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36301 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4197991.000000 Penalty: 3418.006104
	Iteration 25Q: 3 clusters Score -4197991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36303 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4197992.500000 Penalty: 3418.006104
	Iteration 26Q: 3 clusters Score -4197992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4197996.500000 Penalty: 3418.006104
	Iteration 27Q: 3 clusters Score -4197996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4197996.000000 Penalty: 3418.006104
	Iteration 28Q: 3 clusters Score -4197996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36306 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -4197996.000000 Penalty: 3418.006104
	Iteration 29Q: 3 clusters Score -4197996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4197995.500000 Penalty: 3418.006104
	Iteration 30Q: 3 clusters Score -4197996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36316 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -4198000.000000 Penalty: 3418.006104
	Iteration 31Q: 3 clusters Score -4198000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36317 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -4198003.000000 Penalty: 3418.006104
	Iteration 32Q: 3 clusters Score -4198003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36319 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -4198007.000000 Penalty: 3418.006104
	Iteration 33Q: 3 clusters Score -4198007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36326 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4198012.000000 Penalty: 3418.006104
	Iteration 34Q: 3 clusters Score -4198012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36331 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -4198013.000000 Penalty: 3418.006104
	Iteration 35Q: 3 clusters Score -4198013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36333 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4198018.500000 Penalty: 3418.006104
	Iteration 36Q: 3 clusters Score -4198018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36338 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -4198024.000000 Penalty: 3418.006104
	Iteration 37Q: 3 clusters Score -4198024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36344 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -4198022.000000 Penalty: 3418.006104
	Iteration 38Q: 3 clusters Score -4198022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36345 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -4198024.000000 Penalty: 3418.006104
	Iteration 39Q: 3 clusters Score -4198024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36347 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4198025.500000 Penalty: 3418.006104
	Iteration 40F: 3 clusters Score -4198026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36352 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4198026.500000 Penalty: 3418.006104
	Iteration 41Q: 3 clusters Score -4198026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36355 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4198027.500000 Penalty: 3418.006104
	Iteration 42Q: 3 clusters Score -4198028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36355 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4198026.000000 Penalty: 3418.006104
	Iteration 43Q: 3 clusters Score -4198026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36359 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4198027.500000 Penalty: 3418.006104
	Iteration 44Q: 3 clusters Score -4198028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36362 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -4198026.000000 Penalty: 3418.006104
	Iteration 45Q: 3 clusters Score -4198026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4198030.000000 Penalty: 3418.006104
	Iteration 46Q: 3 clusters Score -4198030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36369 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -4198030.500000 Penalty: 3418.006104
	Iteration 47Q: 3 clusters Score -4198030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36371 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4198031.500000 Penalty: 3418.006104
	Iteration 48Q: 3 clusters Score -4198032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36373 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4198030.000000 Penalty: 3418.006104
	Iteration 49Q: 3 clusters Score -4198030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36376 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4198030.500000 Penalty: 3418.006104
	Iteration 50Q: 3 clusters Score -4198030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36382 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -4198031.000000 Penalty: 3418.006104
	Iteration 51Q: 3 clusters Score -4198031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36388 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -4198038.000000 Penalty: 3418.006104
	Iteration 52Q: 3 clusters Score -4198038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36396 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4198042.000000 Penalty: 3418.006104
	Iteration 53Q: 3 clusters Score -4198042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36401 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -4198050.000000 Penalty: 3418.006104
	Iteration 54Q: 3 clusters Score -4198050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36408 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4198052.500000 Penalty: 3418.006104
	Iteration 55Q: 3 clusters Score -4198052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36414 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4198052.500000 Penalty: 3418.006104
	Iteration 56Q: 3 clusters Score -4198052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36416 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -4198049.000000 Penalty: 3418.006104
	Iteration 57Q: 3 clusters Score -4198049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36417 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -4198054.000000 Penalty: 3418.006104
	Iteration 58Q: 3 clusters Score -4198054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36419 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -4198056.000000 Penalty: 3418.006104
	Iteration 59Q: 3 clusters Score -4198056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36423 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -4198065.000000 Penalty: 3418.006104
	Iteration 60F: 3 clusters Score -4198065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36424 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -4198068.500000 Penalty: 3418.006104
	Iteration 61Q: 3 clusters Score -4198068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36430 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -4198073.000000 Penalty: 3418.006104
	Iteration 62Q: 3 clusters Score -4198073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36431 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -4198081.500000 Penalty: 3418.006104
	Iteration 63Q: 3 clusters Score -4198082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36430 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -4198077.000000 Penalty: 3418.006104
	Iteration 64Q: 3 clusters Score -4198077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36432 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4198077.500000 Penalty: 3418.006104
	Iteration 65Q: 3 clusters Score -4198078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36433 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4198081.500000 Penalty: 3418.006104
	Iteration 66Q: 3 clusters Score -4198082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36433 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4198082.500000 Penalty: 3418.006104
	Iteration 67Q: 3 clusters Score -4198082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36433 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4198081.500000 Penalty: 3418.006104
	Iteration 68Q: 3 clusters Score -4198082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36433 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4198086.500000 Penalty: 3418.006104
	Iteration 69Q: 3 clusters Score -4198086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36434 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4198086.000000 Penalty: 3418.006104
	Iteration 70Q: 3 clusters Score -4198086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36435 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4198086.500000 Penalty: 3418.006104
	Iteration 71Q: 3 clusters Score -4198086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36436 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4198087.000000 Penalty: 3418.006104
	Iteration 72Q: 3 clusters Score -4198087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36436 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4198087.000000 Penalty: 3418.006104
	Iteration 73F: 3 clusters Score -4198087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Entering Unmasked Estep 
Score: -1050485.875000 Penalty: 1480.764526
	Iteration 0F: 2 clusters Score -1050486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1043917.937500 Penalty: 2961.529053
	Iteration 0F: 3 clusters Score -1043918 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1046024.625000 Penalty: 2961.529053
	Iteration 1F: 3 clusters Score -1046025 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1046243.500000 Penalty: 2961.529053
	Iteration 2F: 3 clusters Score -1046244 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1046412.000000 Penalty: 2961.529053
	Iteration 3Q: 3 clusters Score -1046412 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1046580.437500 Penalty: 2961.529053
	Iteration 4Q: 3 clusters Score -1046580 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1046743.812500 Penalty: 2961.529053
	Iteration 5Q: 3 clusters Score -1046744 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1046927.062500 Penalty: 2961.529053
	Iteration 6Q: 3 clusters Score -1046927 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1047136.875000 Penalty: 2961.529053
	Iteration 7Q: 3 clusters Score -1047137 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1047408.937500 Penalty: 2961.529053
	Iteration 8Q: 3 clusters Score -1047409 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1047698.937500 Penalty: 2961.529053
	Iteration 9Q: 3 clusters Score -1047699 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1047994.500000 Penalty: 2961.529053
	Iteration 10Q: 3 clusters Score -1047994 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1048290.812500 Penalty: 2961.529053
	Iteration 11Q: 3 clusters Score -1048291 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1048543.062500 Penalty: 2961.529053
	Iteration 12Q: 3 clusters Score -1048543 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1048746.125000 Penalty: 2961.529053
	Iteration 13Q: 3 clusters Score -1048746 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1048925.125000 Penalty: 2961.529053
	Iteration 14Q: 3 clusters Score -1048925 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1049052.875000 Penalty: 2961.529053
	Iteration 15Q: 3 clusters Score -1049053 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1049157.125000 Penalty: 2961.529053
	Iteration 16Q: 3 clusters Score -1049157 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1049220.500000 Penalty: 2961.529053
	Iteration 17Q: 3 clusters Score -1049220 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1049258.625000 Penalty: 2961.529053
	Iteration 18Q: 3 clusters Score -1049259 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1049284.750000 Penalty: 2961.529053
	Iteration 19Q: 3 clusters Score -1049285 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1049305.750000 Penalty: 2961.529053
	Iteration 20F: 3 clusters Score -1049306 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1049322.750000 Penalty: 2961.529053
	Iteration 21Q: 3 clusters Score -1049323 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1049332.125000 Penalty: 2961.529053
	Iteration 22Q: 3 clusters Score -1049332 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1049343.625000 Penalty: 2961.529053
	Iteration 23Q: 3 clusters Score -1049344 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1049353.875000 Penalty: 2961.529053
	Iteration 24Q: 3 clusters Score -1049354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1049363.750000 Penalty: 2961.529053
	Iteration 25Q: 3 clusters Score -1049364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1049368.875000 Penalty: 2961.529053
	Iteration 26Q: 3 clusters Score -1049369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1049375.125000 Penalty: 2961.529053
	Iteration 27Q: 3 clusters Score -1049375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1049379.000000 Penalty: 2961.529053
	Iteration 28Q: 3 clusters Score -1049379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1049382.250000 Penalty: 2961.529053
	Iteration 29Q: 3 clusters Score -1049382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1049382.750000 Penalty: 2961.529053
	Iteration 30Q: 3 clusters Score -1049383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1049384.625000 Penalty: 2961.529053
	Iteration 31Q: 3 clusters Score -1049385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1049384.875000 Penalty: 2961.529053
	Iteration 32Q: 3 clusters Score -1049385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1049385.625000 Penalty: 2961.529053
	Iteration 33Q: 3 clusters Score -1049386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1049391.250000 Penalty: 2961.529053
	Iteration 34Q: 3 clusters Score -1049391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1049395.000000 Penalty: 2961.529053
	Iteration 35Q: 3 clusters Score -1049395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1049396.625000 Penalty: 2961.529053
	Iteration 36Q: 3 clusters Score -1049397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1049398.125000 Penalty: 2961.529053
	Iteration 37Q: 3 clusters Score -1049398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1049401.125000 Penalty: 2961.529053
	Iteration 38Q: 3 clusters Score -1049401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1049401.250000 Penalty: 2961.529053
	Iteration 39Q: 3 clusters Score -1049401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1049400.750000 Penalty: 2961.529053
	Iteration 40F: 3 clusters Score -1049401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1049401.000000 Penalty: 2961.529053
	Iteration 41Q: 3 clusters Score -1049401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1049403.750000 Penalty: 2961.529053
	Iteration 42Q: 3 clusters Score -1049404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1049405.000000 Penalty: 2961.529053
	Iteration 43Q: 3 clusters Score -1049405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1049405.625000 Penalty: 2961.529053
	Iteration 44Q: 3 clusters Score -1049406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1049408.750000 Penalty: 2961.529053
	Iteration 45Q: 3 clusters Score -1049409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1049411.875000 Penalty: 2961.529053
	Iteration 46Q: 3 clusters Score -1049412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1049413.375000 Penalty: 2961.529053
	Iteration 47Q: 3 clusters Score -1049413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1049413.375000 Penalty: 2961.529053
	Iteration 48Q: 3 clusters Score -1049413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1049413.375000 Penalty: 2961.529053
	Iteration 49F: 3 clusters Score -1049413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -10071.583008 Penalty: 851.783875
	Iteration 0F: 2 clusters Score -10071.58 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 98 members 
Entering Unmasked Estep 
Score: -9417.014648 Penalty: 1703.567749
	Iteration 0F: 3 clusters Score -9417.015 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9602.034180 Penalty: 1703.567749
	Iteration 1F: 3 clusters Score -9602.034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9656.138672 Penalty: 1703.567749
	Iteration 2F: 3 clusters Score -9656.139 nChanged 5
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: -9679.097656 Penalty: 1703.567749
	Iteration 3Q: 3 clusters Score -9679.098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9680.174805 Penalty: 1703.567749
	Iteration 4Q: 3 clusters Score -9680.175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9680.174805 Penalty: 1703.567749
	Iteration 5F: 3 clusters Score -9680.175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Entering Unmasked Estep 
Score: -30500.767578 Penalty: 963.125488
	Iteration 0F: 2 clusters Score -30500.77 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 190 members 
Entering Unmasked Estep 
Score: -29640.218750 Penalty: 1926.250977
	Iteration 0F: 3 clusters Score -29640.22 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -29863.349609 Penalty: 1926.250977
	Iteration 1F: 3 clusters Score -29863.35 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -29928.365234 Penalty: 1926.250977
	Iteration 2F: 3 clusters Score -29928.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -29948.806641 Penalty: 1926.250977
	Iteration 3Q: 3 clusters Score -29948.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -29980.414062 Penalty: 1926.250977
	Iteration 4Q: 3 clusters Score -29980.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -30002.740234 Penalty: 1926.250977
	Iteration 5Q: 3 clusters Score -30002.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -30011.367188 Penalty: 1926.250977
	Iteration 6Q: 3 clusters Score -30011.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -30020.587891 Penalty: 1926.250977
	Iteration 7Q: 3 clusters Score -30020.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -30027.003906 Penalty: 1926.250977
	Iteration 8Q: 3 clusters Score -30027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -30032.199219 Penalty: 1926.250977
	Iteration 9Q: 3 clusters Score -30032.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -30036.466797 Penalty: 1926.250977
	Iteration 10Q: 3 clusters Score -30036.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -30038.576172 Penalty: 1926.250977
	Iteration 11Q: 3 clusters Score -30038.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -30038.576172 Penalty: 1926.250977
	Iteration 12F: 3 clusters Score -30038.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Entering Unmasked Estep 
Score: -1009011.250000 Penalty: 1477.487793
	Iteration 0F: 2 clusters Score -1009011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1002547.750000 Penalty: 2954.975586
	Iteration 0F: 3 clusters Score -1002548 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1004720.500000 Penalty: 2954.975586
	Iteration 1F: 3 clusters Score -1004720 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1005002.937500 Penalty: 2954.975586
	Iteration 2F: 3 clusters Score -1005003 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1005195.062500 Penalty: 2954.975586
	Iteration 3F: 3 clusters Score -1005195 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1005383.125000 Penalty: 2954.975586
	Iteration 4Q: 3 clusters Score -1005383 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1005534.500000 Penalty: 2954.975586
	Iteration 5Q: 3 clusters Score -1005534 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1005692.000000 Penalty: 2954.975586
	Iteration 6Q: 3 clusters Score -1005692 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1005870.062500 Penalty: 2954.975586
	Iteration 7Q: 3 clusters Score -1005870 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1006076.062500 Penalty: 2954.975586
	Iteration 8Q: 3 clusters Score -1006076 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1006308.625000 Penalty: 2954.975586
	Iteration 9Q: 3 clusters Score -1006309 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1006561.375000 Penalty: 2954.975586
	Iteration 10Q: 3 clusters Score -1006561 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1006812.937500 Penalty: 2954.975586
	Iteration 11Q: 3 clusters Score -1006813 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1007033.875000 Penalty: 2954.975586
	Iteration 12Q: 3 clusters Score -1007034 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1007235.375000 Penalty: 2954.975586
	Iteration 13Q: 3 clusters Score -1007235 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1007415.625000 Penalty: 2954.975586
	Iteration 14Q: 3 clusters Score -1007416 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1007539.500000 Penalty: 2954.975586
	Iteration 15Q: 3 clusters Score -1007540 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1007632.500000 Penalty: 2954.975586
	Iteration 16Q: 3 clusters Score -1007632 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1007705.562500 Penalty: 2954.975586
	Iteration 17Q: 3 clusters Score -1007706 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1007762.625000 Penalty: 2954.975586
	Iteration 18Q: 3 clusters Score -1007763 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1007799.687500 Penalty: 2954.975586
	Iteration 19Q: 3 clusters Score -1007800 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1007823.187500 Penalty: 2954.975586
	Iteration 20F: 3 clusters Score -1007823 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1007853.312500 Penalty: 2954.975586
	Iteration 21Q: 3 clusters Score -1007853 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1007880.187500 Penalty: 2954.975586
	Iteration 22Q: 3 clusters Score -1007880 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1007901.625000 Penalty: 2954.975586
	Iteration 23Q: 3 clusters Score -1007902 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1007921.625000 Penalty: 2954.975586
	Iteration 24Q: 3 clusters Score -1007922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1007935.312500 Penalty: 2954.975586
	Iteration 25Q: 3 clusters Score -1007935 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1007951.250000 Penalty: 2954.975586
	Iteration 26Q: 3 clusters Score -1007951 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1007960.562500 Penalty: 2954.975586
	Iteration 27Q: 3 clusters Score -1007961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1007964.875000 Penalty: 2954.975586
	Iteration 28Q: 3 clusters Score -1007965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1007965.000000 Penalty: 2954.975586
	Iteration 29Q: 3 clusters Score -1007965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1007966.000000 Penalty: 2954.975586
	Iteration 30Q: 3 clusters Score -1007966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1007966.000000 Penalty: 2954.975586
	Iteration 31F: 3 clusters Score -1007966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Entering Unmasked Estep 
Score: -66902.507812 Penalty: 1058.399902
	Iteration 0F: 2 clusters Score -66902.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -65719.804688 Penalty: 2116.799805
	Iteration 0F: 3 clusters Score -65719.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -65944.421875 Penalty: 2116.799805
	Iteration 1F: 3 clusters Score -65944.42 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -66038.359375 Penalty: 2116.799805
	Iteration 2F: 3 clusters Score -66038.36 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -66128.687500 Penalty: 2116.799805
	Iteration 3F: 3 clusters Score -66128.69 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -66202.953125 Penalty: 2116.799805
	Iteration 4F: 3 clusters Score -66202.95 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -66260.304688 Penalty: 2116.799805
	Iteration 5F: 3 clusters Score -66260.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -66314.726562 Penalty: 2116.799805
	Iteration 6Q: 3 clusters Score -66314.73 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -66361.804688 Penalty: 2116.799805
	Iteration 7Q: 3 clusters Score -66361.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -66396.593750 Penalty: 2116.799805
	Iteration 8Q: 3 clusters Score -66396.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -66421.718750 Penalty: 2116.799805
	Iteration 9Q: 3 clusters Score -66421.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -66430.562500 Penalty: 2116.799805
	Iteration 10Q: 3 clusters Score -66430.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -66435.140625 Penalty: 2116.799805
	Iteration 11Q: 3 clusters Score -66435.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -66444.109375 Penalty: 2116.799805
	Iteration 12Q: 3 clusters Score -66444.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -66471.601562 Penalty: 2116.799805
	Iteration 13Q: 3 clusters Score -66471.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -66488.375000 Penalty: 2116.799805
	Iteration 14Q: 3 clusters Score -66488.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -66508.921875 Penalty: 2116.799805
	Iteration 15Q: 3 clusters Score -66508.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -66513.664062 Penalty: 2116.799805
	Iteration 16Q: 3 clusters Score -66513.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -66515.195312 Penalty: 2116.799805
	Iteration 17Q: 3 clusters Score -66515.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -66515.398438 Penalty: 2116.799805
	Iteration 18F: 3 clusters Score -66515.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -66520.921875 Penalty: 2116.799805
	Iteration 19Q: 3 clusters Score -66520.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -66525.937500 Penalty: 2116.799805
	Iteration 20F: 3 clusters Score -66525.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -66529.585938 Penalty: 2116.799805
	Iteration 21Q: 3 clusters Score -66529.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -66535.757812 Penalty: 2116.799805
	Iteration 22Q: 3 clusters Score -66535.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -66541.914062 Penalty: 2116.799805
	Iteration 23Q: 3 clusters Score -66541.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -66559.992188 Penalty: 2116.799805
	Iteration 24Q: 3 clusters Score -66559.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -66569.007812 Penalty: 2116.799805
	Iteration 25Q: 3 clusters Score -66569.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -66574.937500 Penalty: 2116.799805
	Iteration 26Q: 3 clusters Score -66574.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -66580.921875 Penalty: 2116.799805
	Iteration 27Q: 3 clusters Score -66580.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -66589.328125 Penalty: 2116.799805
	Iteration 28Q: 3 clusters Score -66589.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -66606.820312 Penalty: 2116.799805
	Iteration 29Q: 3 clusters Score -66606.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -66622.375000 Penalty: 2116.799805
	Iteration 30Q: 3 clusters Score -66622.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -66633.648438 Penalty: 2116.799805
	Iteration 31Q: 3 clusters Score -66633.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -66637.593750 Penalty: 2116.799805
	Iteration 32Q: 3 clusters Score -66637.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -66640.289062 Penalty: 2116.799805
	Iteration 33Q: 3 clusters Score -66640.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -66640.289062 Penalty: 2116.799805
	Iteration 34F: 3 clusters Score -66640.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Entering Unmasked Estep 
Score: -2089324.125000 Penalty: 1602.479980
	Iteration 0F: 2 clusters Score -2089324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -2076274.750000 Penalty: 3204.959961
	Iteration 0F: 3 clusters Score -2076275 nChanged 8595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -2080925.750000 Penalty: 3204.959961
	Iteration 1F: 3 clusters Score -2080926 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -2081246.625000 Penalty: 3204.959961
	Iteration 2Q: 3 clusters Score -2081247 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -2081540.125000 Penalty: 3204.959961
	Iteration 3Q: 3 clusters Score -2081540 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -2081792.000000 Penalty: 3204.959961
	Iteration 4Q: 3 clusters Score -2081792 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -2082072.500000 Penalty: 3204.959961
	Iteration 5Q: 3 clusters Score -2082072 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -2082436.625000 Penalty: 3204.959961
	Iteration 6Q: 3 clusters Score -2082437 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -2082897.625000 Penalty: 3204.959961
	Iteration 7Q: 3 clusters Score -2082898 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -2083461.125000 Penalty: 3204.959961
	Iteration 8F: 3 clusters Score -2083461 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -2084045.500000 Penalty: 3204.959961
	Iteration 9Q: 3 clusters Score -2084046 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -2084736.250000 Penalty: 3204.959961
	Iteration 10Q: 3 clusters Score -2084736 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -2085397.875000 Penalty: 3204.959961
	Iteration 11Q: 3 clusters Score -2085398 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -2085895.750000 Penalty: 3204.959961
	Iteration 12Q: 3 clusters Score -2085896 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -2086272.500000 Penalty: 3204.959961
	Iteration 13Q: 3 clusters Score -2086272 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -2086548.500000 Penalty: 3204.959961
	Iteration 14Q: 3 clusters Score -2086548 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -2086750.875000 Penalty: 3204.959961
	Iteration 15Q: 3 clusters Score -2086751 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -2086914.125000 Penalty: 3204.959961
	Iteration 16Q: 3 clusters Score -2086914 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -2087067.750000 Penalty: 3204.959961
	Iteration 17Q: 3 clusters Score -2087068 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -2087206.000000 Penalty: 3204.959961
	Iteration 18Q: 3 clusters Score -2087206 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -2087324.625000 Penalty: 3204.959961
	Iteration 19Q: 3 clusters Score -2087325 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -2087429.375000 Penalty: 3204.959961
	Iteration 20F: 3 clusters Score -2087429 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -2087529.875000 Penalty: 3204.959961
	Iteration 21Q: 3 clusters Score -2087530 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -2087626.750000 Penalty: 3204.959961
	Iteration 22Q: 3 clusters Score -2087627 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -2087699.500000 Penalty: 3204.959961
	Iteration 23Q: 3 clusters Score -2087700 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -2087751.125000 Penalty: 3204.959961
	Iteration 24Q: 3 clusters Score -2087751 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -2087785.375000 Penalty: 3204.959961
	Iteration 25Q: 3 clusters Score -2087785 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -2087820.375000 Penalty: 3204.959961
	Iteration 26Q: 3 clusters Score -2087820 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -2087842.375000 Penalty: 3204.959961
	Iteration 27Q: 3 clusters Score -2087842 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -2087870.500000 Penalty: 3204.959961
	Iteration 28Q: 3 clusters Score -2087870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -2087882.875000 Penalty: 3204.959961
	Iteration 29Q: 3 clusters Score -2087883 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -2087894.500000 Penalty: 3204.959961
	Iteration 30Q: 3 clusters Score -2087894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -2087904.500000 Penalty: 3204.959961
	Iteration 31Q: 3 clusters Score -2087904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -2087911.500000 Penalty: 3204.959961
	Iteration 32Q: 3 clusters Score -2087912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -2087914.750000 Penalty: 3204.959961
	Iteration 33Q: 3 clusters Score -2087915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -2087919.625000 Penalty: 3204.959961
	Iteration 34Q: 3 clusters Score -2087920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -2087927.625000 Penalty: 3204.959961
	Iteration 35Q: 3 clusters Score -2087928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -2087933.500000 Penalty: 3204.959961
	Iteration 36Q: 3 clusters Score -2087934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -2087942.250000 Penalty: 3204.959961
	Iteration 37Q: 3 clusters Score -2087942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -2087948.250000 Penalty: 3204.959961
	Iteration 38Q: 3 clusters Score -2087948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -2087949.250000 Penalty: 3204.959961
	Iteration 39Q: 3 clusters Score -2087949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -2087947.875000 Penalty: 3204.959961
	Iteration 40F: 3 clusters Score -2087948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -2087949.875000 Penalty: 3204.959961
	Iteration 41Q: 3 clusters Score -2087950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -2087954.375000 Penalty: 3204.959961
	Iteration 42Q: 3 clusters Score -2087954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -2087955.250000 Penalty: 3204.959961
	Iteration 43Q: 3 clusters Score -2087955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -2087961.625000 Penalty: 3204.959961
	Iteration 44Q: 3 clusters Score -2087962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -2087962.875000 Penalty: 3204.959961
	Iteration 45Q: 3 clusters Score -2087963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -2087968.250000 Penalty: 3204.959961
	Iteration 46Q: 3 clusters Score -2087968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -2087971.250000 Penalty: 3204.959961
	Iteration 47Q: 3 clusters Score -2087971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -2087971.875000 Penalty: 3204.959961
	Iteration 48Q: 3 clusters Score -2087972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -2087971.875000 Penalty: 3204.959961
	Iteration 49F: 3 clusters Score -2087972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (68074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68074 members 
Entering Unmasked Estep 
Score: -7750296.500000 Penalty: 1808.356934
	Iteration 0F: 2 clusters Score -7750296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33975 members 
Mstep: Class 2 contains 34099 members 
Entering Unmasked Estep 
Score: -7704960.000000 Penalty: 3616.713867
	Iteration 0F: 3 clusters Score -7704960 nChanged 32134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33077 members 
Mstep: Class 2 contains 34997 members 
Entering Unmasked Estep 
Score: -7723234.000000 Penalty: 3616.713867
	Iteration 1F: 3 clusters Score -7723234 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32540 members 
Mstep: Class 2 contains 35534 members 
Entering Unmasked Estep 
Score: -7723724.000000 Penalty: 3616.713867
	Iteration 2Q: 3 clusters Score -7723724 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 36385 members 
Entering Unmasked Estep 
Score: -7724274.500000 Penalty: 3616.713867
	Iteration 3Q: 3 clusters Score -7724274 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 37593 members 
Entering Unmasked Estep 
Score: -7724891.500000 Penalty: 3616.713867
	Iteration 4Q: 3 clusters Score -7724892 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 39412 members 
Entering Unmasked Estep 
Score: -7725862.500000 Penalty: 3616.713867
	Iteration 5Q: 3 clusters Score -7725862 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 41950 members 
Entering Unmasked Estep 
Score: -7727313.000000 Penalty: 3616.713867
	Iteration 6Q: 3 clusters Score -7727313 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 45345 members 
Entering Unmasked Estep 
Score: -7729618.500000 Penalty: 3616.713867
	Iteration 7F: 3 clusters Score -7729618 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 49384 members 
Entering Unmasked Estep 
Score: -7732846.000000 Penalty: 3616.713867
	Iteration 8F: 3 clusters Score -7732846 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 53691 members 
Entering Unmasked Estep 
Score: -7736636.500000 Penalty: 3616.713867
	Iteration 9F: 3 clusters Score -7736636 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 57538 members 
Entering Unmasked Estep 
Score: -7740071.500000 Penalty: 3616.713867
	Iteration 10F: 3 clusters Score -7740072 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 60650 members 
Entering Unmasked Estep 
Score: -7742870.500000 Penalty: 3616.713867
	Iteration 11Q: 3 clusters Score -7742870 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 62978 members 
Entering Unmasked Estep 
Score: -7744843.000000 Penalty: 3616.713867
	Iteration 12Q: 3 clusters Score -7744843 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 64631 members 
Entering Unmasked Estep 
Score: -7746231.500000 Penalty: 3616.713867
	Iteration 13Q: 3 clusters Score -7746232 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 65758 members 
Entering Unmasked Estep 
Score: -7747100.000000 Penalty: 3616.713867
	Iteration 14Q: 3 clusters Score -7747100 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 66506 members 
Entering Unmasked Estep 
Score: -7747683.500000 Penalty: 3616.713867
	Iteration 15Q: 3 clusters Score -7747684 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 67004 members 
Entering Unmasked Estep 
Score: -7748107.500000 Penalty: 3616.713867
	Iteration 16Q: 3 clusters Score -7748108 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 67296 members 
Entering Unmasked Estep 
Score: -7748313.500000 Penalty: 3616.713867
	Iteration 17Q: 3 clusters Score -7748314 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 67467 members 
Entering Unmasked Estep 
Score: -7748454.500000 Penalty: 3616.713867
	Iteration 18Q: 3 clusters Score -7748454 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 67561 members 
Entering Unmasked Estep 
Score: -7748536.000000 Penalty: 3616.713867
	Iteration 19Q: 3 clusters Score -7748536 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 67625 members 
Entering Unmasked Estep 
Score: -7748579.500000 Penalty: 3616.713867
	Iteration 20F: 3 clusters Score -7748580 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 67674 members 
Entering Unmasked Estep 
Score: -7748628.000000 Penalty: 3616.713867
	Iteration 21Q: 3 clusters Score -7748628 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 67709 members 
Entering Unmasked Estep 
Score: -7748664.500000 Penalty: 3616.713867
	Iteration 22Q: 3 clusters Score -7748664 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 67738 members 
Entering Unmasked Estep 
Score: -7748684.500000 Penalty: 3616.713867
	Iteration 23Q: 3 clusters Score -7748684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 67749 members 
Entering Unmasked Estep 
Score: -7748694.000000 Penalty: 3616.713867
	Iteration 24Q: 3 clusters Score -7748694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 67763 members 
Entering Unmasked Estep 
Score: -7748719.000000 Penalty: 3616.713867
	Iteration 25Q: 3 clusters Score -7748719 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 67773 members 
Entering Unmasked Estep 
Score: -7748730.500000 Penalty: 3616.713867
	Iteration 26Q: 3 clusters Score -7748730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 67780 members 
Entering Unmasked Estep 
Score: -7748738.000000 Penalty: 3616.713867
	Iteration 27Q: 3 clusters Score -7748738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 67782 members 
Entering Unmasked Estep 
Score: -7748734.500000 Penalty: 3616.713867
	Iteration 28Q: 3 clusters Score -7748734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 67785 members 
Entering Unmasked Estep 
Score: -7748736.500000 Penalty: 3616.713867
	Iteration 29Q: 3 clusters Score -7748736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 67787 members 
Entering Unmasked Estep 
Score: -7748739.000000 Penalty: 3616.713867
	Iteration 30Q: 3 clusters Score -7748739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 67790 members 
Entering Unmasked Estep 
Score: -7748739.000000 Penalty: 3616.713867
	Iteration 31Q: 3 clusters Score -7748739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 67791 members 
Entering Unmasked Estep 
Score: -7748747.500000 Penalty: 3616.713867
	Iteration 32Q: 3 clusters Score -7748748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 67793 members 
Entering Unmasked Estep 
Score: -7748750.000000 Penalty: 3616.713867
	Iteration 33Q: 3 clusters Score -7748750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 67796 members 
Entering Unmasked Estep 
Score: -7748759.000000 Penalty: 3616.713867
	Iteration 34Q: 3 clusters Score -7748759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 67796 members 
Entering Unmasked Estep 
Score: -7748757.000000 Penalty: 3616.713867
	Iteration 35Q: 3 clusters Score -7748757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 67799 members 
Entering Unmasked Estep 
Score: -7748757.500000 Penalty: 3616.713867
	Iteration 36Q: 3 clusters Score -7748758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 67800 members 
Entering Unmasked Estep 
Score: -7748758.000000 Penalty: 3616.713867
	Iteration 37Q: 3 clusters Score -7748758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 67800 members 
Entering Unmasked Estep 
Score: -7748758.000000 Penalty: 3616.713867
	Iteration 38F: 3 clusters Score -7748758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (112791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112791 members 
Entering Unmasked Estep 
Score: -13370941.000000 Penalty: 1890.410034
	Iteration 0F: 2 clusters Score -1.337094e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56707 members 
Mstep: Class 2 contains 56084 members 
Entering Unmasked Estep 
Score: -13299959.000000 Penalty: 3780.820068
	Iteration 0F: 3 clusters Score -1.329996e+07 nChanged 54122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61231 members 
Mstep: Class 2 contains 51560 members 
Entering Unmasked Estep 
Score: -13331290.000000 Penalty: 3780.820068
	Iteration 1F: 3 clusters Score -1.333129e+07 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64054 members 
Mstep: Class 2 contains 48737 members 
Entering Unmasked Estep 
Score: -13332512.000000 Penalty: 3780.820068
	Iteration 2Q: 3 clusters Score -1.333251e+07 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68349 members 
Mstep: Class 2 contains 44442 members 
Entering Unmasked Estep 
Score: -13334421.000000 Penalty: 3780.820068
	Iteration 3Q: 3 clusters Score -1.333442e+07 nChanged 6538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74711 members 
Mstep: Class 2 contains 38080 members 
Entering Unmasked Estep 
Score: -13337892.000000 Penalty: 3780.820068
	Iteration 4F: 3 clusters Score -1.333789e+07 nChanged 8738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83411 members 
Mstep: Class 2 contains 29380 members 
Entering Unmasked Estep 
Score: -13344287.000000 Penalty: 3780.820068
	Iteration 5F: 3 clusters Score -1.334429e+07 nChanged 10322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93723 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -13353301.000000 Penalty: 3780.820068
	Iteration 6F: 3 clusters Score -1.33533e+07 nChanged 9360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103079 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -13361008.000000 Penalty: 3780.820068
	Iteration 7F: 3 clusters Score -1.336101e+07 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108640 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -13365699.000000 Penalty: 3780.820068
	Iteration 8Q: 3 clusters Score -1.33657e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111075 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -13367760.000000 Penalty: 3780.820068
	Iteration 9Q: 3 clusters Score -1.336776e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111961 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -13368509.000000 Penalty: 3780.820068
	Iteration 10Q: 3 clusters Score -1.336851e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112304 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -13368859.000000 Penalty: 3780.820068
	Iteration 11Q: 3 clusters Score -1.336886e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112426 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -13369017.000000 Penalty: 3780.820068
	Iteration 12Q: 3 clusters Score -1.336902e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112478 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -13369107.000000 Penalty: 3780.820068
	Iteration 13Q: 3 clusters Score -1.336911e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112507 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -13369159.000000 Penalty: 3780.820068
	Iteration 14Q: 3 clusters Score -1.336916e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112525 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -13369174.000000 Penalty: 3780.820068
	Iteration 15Q: 3 clusters Score -1.336917e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112539 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -13369201.000000 Penalty: 3780.820068
	Iteration 16Q: 3 clusters Score -1.33692e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112548 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -13369197.000000 Penalty: 3780.820068
	Iteration 17Q: 3 clusters Score -1.33692e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112550 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -13369206.000000 Penalty: 3780.820068
	Iteration 18Q: 3 clusters Score -1.336921e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112553 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -13369216.000000 Penalty: 3780.820068
	Iteration 19Q: 3 clusters Score -1.336922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112554 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -13369224.000000 Penalty: 3780.820068
	Iteration 20F: 3 clusters Score -1.336922e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112554 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -13369219.000000 Penalty: 3780.820068
	Iteration 21Q: 3 clusters Score -1.336922e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112554 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -13369228.000000 Penalty: 3780.820068
	Iteration 22Q: 3 clusters Score -1.336923e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112556 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -13369237.000000 Penalty: 3780.820068
	Iteration 23Q: 3 clusters Score -1.336924e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112558 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -13369239.000000 Penalty: 3780.820068
	Iteration 24Q: 3 clusters Score -1.336924e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112562 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -13369249.000000 Penalty: 3780.820068
	Iteration 25Q: 3 clusters Score -1.336925e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112563 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -13369256.000000 Penalty: 3780.820068
	Iteration 26Q: 3 clusters Score -1.336926e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112563 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -13369256.000000 Penalty: 3780.820068
	Iteration 27F: 3 clusters Score -1.336926e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (105285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105285 members 
Entering Unmasked Estep 
Score: -12404382.000000 Penalty: 1879.219238
	Iteration 0F: 2 clusters Score -1.240438e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52533 members 
Mstep: Class 2 contains 52752 members 
Entering Unmasked Estep 
Score: -12335915.000000 Penalty: 3758.438477
	Iteration 0F: 3 clusters Score -1.233592e+07 nChanged 50157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50360 members 
Mstep: Class 2 contains 54925 members 
Entering Unmasked Estep 
Score: -12364942.000000 Penalty: 3758.438477
	Iteration 1F: 3 clusters Score -1.236494e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48539 members 
Mstep: Class 2 contains 56746 members 
Entering Unmasked Estep 
Score: -12365601.000000 Penalty: 3758.438477
	Iteration 2Q: 3 clusters Score -1.23656e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45684 members 
Mstep: Class 2 contains 59601 members 
Entering Unmasked Estep 
Score: -12366719.000000 Penalty: 3758.438477
	Iteration 3Q: 3 clusters Score -1.236672e+07 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41332 members 
Mstep: Class 2 contains 63953 members 
Entering Unmasked Estep 
Score: -12368603.000000 Penalty: 3758.438477
	Iteration 4Q: 3 clusters Score -1.23686e+07 nChanged 6667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35057 members 
Mstep: Class 2 contains 70228 members 
Entering Unmasked Estep 
Score: -12372441.000000 Penalty: 3758.438477
	Iteration 5F: 3 clusters Score -1.237244e+07 nChanged 8734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 78774 members 
Entering Unmasked Estep 
Score: -12378810.000000 Penalty: 3758.438477
	Iteration 6F: 3 clusters Score -1.237881e+07 nChanged 9637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 88359 members 
Entering Unmasked Estep 
Score: -12387631.000000 Penalty: 3758.438477
	Iteration 7F: 3 clusters Score -1.238763e+07 nChanged 8244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 96591 members 
Entering Unmasked Estep 
Score: -12395335.000000 Penalty: 3758.438477
	Iteration 8F: 3 clusters Score -1.239534e+07 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 101589 members 
Entering Unmasked Estep 
Score: -12399934.000000 Penalty: 3758.438477
	Iteration 9Q: 3 clusters Score -1.239993e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 103823 members 
Entering Unmasked Estep 
Score: -12401671.000000 Penalty: 3758.438477
	Iteration 10Q: 3 clusters Score -1.240167e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 104623 members 
Entering Unmasked Estep 
Score: -12402362.000000 Penalty: 3758.438477
	Iteration 11Q: 3 clusters Score -1.240236e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 104893 members 
Entering Unmasked Estep 
Score: -12402613.000000 Penalty: 3758.438477
	Iteration 12Q: 3 clusters Score -1.240261e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 104974 members 
Entering Unmasked Estep 
Score: -12402708.000000 Penalty: 3758.438477
	Iteration 13Q: 3 clusters Score -1.240271e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 105004 members 
Entering Unmasked Estep 
Score: -12402768.000000 Penalty: 3758.438477
	Iteration 14Q: 3 clusters Score -1.240277e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 105015 members 
Entering Unmasked Estep 
Score: -12402794.000000 Penalty: 3758.438477
	Iteration 15Q: 3 clusters Score -1.240279e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 105019 members 
Entering Unmasked Estep 
Score: -12402827.000000 Penalty: 3758.438477
	Iteration 16Q: 3 clusters Score -1.240283e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 105022 members 
Entering Unmasked Estep 
Score: -12402822.000000 Penalty: 3758.438477
	Iteration 17Q: 3 clusters Score -1.240282e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 105029 members 
Entering Unmasked Estep 
Score: -12402825.000000 Penalty: 3758.438477
	Iteration 18Q: 3 clusters Score -1.240282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 105030 members 
Entering Unmasked Estep 
Score: -12402848.000000 Penalty: 3758.438477
	Iteration 19Q: 3 clusters Score -1.240285e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 105032 members 
Entering Unmasked Estep 
Score: -12402845.000000 Penalty: 3758.438477
	Iteration 20F: 3 clusters Score -1.240284e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Entering Unmasked Estep 
Score: -371120.031250 Penalty: 1321.086792
	Iteration 0F: 2 clusters Score -371120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -368136.187500 Penalty: 2642.173584
	Iteration 0F: 3 clusters Score -368136.2 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -368883.000000 Penalty: 2642.173584
	Iteration 1F: 3 clusters Score -368883 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -369037.843750 Penalty: 2642.173584
	Iteration 2F: 3 clusters Score -369037.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -369127.218750 Penalty: 2642.173584
	Iteration 3F: 3 clusters Score -369127.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -369198.093750 Penalty: 2642.173584
	Iteration 4Q: 3 clusters Score -369198.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -369252.343750 Penalty: 2642.173584
	Iteration 5Q: 3 clusters Score -369252.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -369299.312500 Penalty: 2642.173584
	Iteration 6Q: 3 clusters Score -369299.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -369335.812500 Penalty: 2642.173584
	Iteration 7Q: 3 clusters Score -369335.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -369369.687500 Penalty: 2642.173584
	Iteration 8Q: 3 clusters Score -369369.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -369404.125000 Penalty: 2642.173584
	Iteration 9Q: 3 clusters Score -369404.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -369436.156250 Penalty: 2642.173584
	Iteration 10Q: 3 clusters Score -369436.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -369466.375000 Penalty: 2642.173584
	Iteration 11Q: 3 clusters Score -369466.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -369489.031250 Penalty: 2642.173584
	Iteration 12Q: 3 clusters Score -369489 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -369510.718750 Penalty: 2642.173584
	Iteration 13Q: 3 clusters Score -369510.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -369527.031250 Penalty: 2642.173584
	Iteration 14Q: 3 clusters Score -369527 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -369538.750000 Penalty: 2642.173584
	Iteration 15Q: 3 clusters Score -369538.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -369552.093750 Penalty: 2642.173584
	Iteration 16Q: 3 clusters Score -369552.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -369562.906250 Penalty: 2642.173584
	Iteration 17Q: 3 clusters Score -369562.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -369574.937500 Penalty: 2642.173584
	Iteration 18Q: 3 clusters Score -369574.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -369584.500000 Penalty: 2642.173584
	Iteration 19Q: 3 clusters Score -369584.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -369591.906250 Penalty: 2642.173584
	Iteration 20F: 3 clusters Score -369591.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -369602.031250 Penalty: 2642.173584
	Iteration 21Q: 3 clusters Score -369602 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -369608.937500 Penalty: 2642.173584
	Iteration 22Q: 3 clusters Score -369608.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -369615.250000 Penalty: 2642.173584
	Iteration 23Q: 3 clusters Score -369615.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -369625.218750 Penalty: 2642.173584
	Iteration 24Q: 3 clusters Score -369625.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -369636.656250 Penalty: 2642.173584
	Iteration 25Q: 3 clusters Score -369636.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -369648.562500 Penalty: 2642.173584
	Iteration 26Q: 3 clusters Score -369648.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -369662.437500 Penalty: 2642.173584
	Iteration 27Q: 3 clusters Score -369662.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -369671.937500 Penalty: 2642.173584
	Iteration 28Q: 3 clusters Score -369671.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -369681.062500 Penalty: 2642.173584
	Iteration 29Q: 3 clusters Score -369681.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -369690.156250 Penalty: 2642.173584
	Iteration 30Q: 3 clusters Score -369690.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -369695.187500 Penalty: 2642.173584
	Iteration 31Q: 3 clusters Score -369695.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -369703.406250 Penalty: 2642.173584
	Iteration 32Q: 3 clusters Score -369703.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -369709.468750 Penalty: 2642.173584
	Iteration 33Q: 3 clusters Score -369709.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -369714.250000 Penalty: 2642.173584
	Iteration 34Q: 3 clusters Score -369714.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -369716.906250 Penalty: 2642.173584
	Iteration 35Q: 3 clusters Score -369716.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -369720.531250 Penalty: 2642.173584
	Iteration 36Q: 3 clusters Score -369720.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -369725.312500 Penalty: 2642.173584
	Iteration 37Q: 3 clusters Score -369725.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -369732.218750 Penalty: 2642.173584
	Iteration 38Q: 3 clusters Score -369732.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -369737.718750 Penalty: 2642.173584
	Iteration 39Q: 3 clusters Score -369737.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -369745.843750 Penalty: 2642.173584
	Iteration 40F: 3 clusters Score -369745.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -369754.718750 Penalty: 2642.173584
	Iteration 41Q: 3 clusters Score -369754.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -369763.750000 Penalty: 2642.173584
	Iteration 42Q: 3 clusters Score -369763.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -369773.531250 Penalty: 2642.173584
	Iteration 43Q: 3 clusters Score -369773.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -369780.781250 Penalty: 2642.173584
	Iteration 44Q: 3 clusters Score -369780.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -369784.625000 Penalty: 2642.173584
	Iteration 45Q: 3 clusters Score -369784.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -369787.687500 Penalty: 2642.173584
	Iteration 46Q: 3 clusters Score -369787.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -369792.156250 Penalty: 2642.173584
	Iteration 47Q: 3 clusters Score -369792.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -369799.468750 Penalty: 2642.173584
	Iteration 48Q: 3 clusters Score -369799.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -369805.906250 Penalty: 2642.173584
	Iteration 49Q: 3 clusters Score -369805.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -369814.812500 Penalty: 2642.173584
	Iteration 50Q: 3 clusters Score -369814.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -369819.000000 Penalty: 2642.173584
	Iteration 51Q: 3 clusters Score -369819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -369822.531250 Penalty: 2642.173584
	Iteration 52Q: 3 clusters Score -369822.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -369826.187500 Penalty: 2642.173584
	Iteration 53Q: 3 clusters Score -369826.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -369830.906250 Penalty: 2642.173584
	Iteration 54Q: 3 clusters Score -369830.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -369831.468750 Penalty: 2642.173584
	Iteration 55Q: 3 clusters Score -369831.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -369832.250000 Penalty: 2642.173584
	Iteration 56Q: 3 clusters Score -369832.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -369833.343750 Penalty: 2642.173584
	Iteration 57Q: 3 clusters Score -369833.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -369833.750000 Penalty: 2642.173584
	Iteration 58Q: 3 clusters Score -369833.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -369834.156250 Penalty: 2642.173584
	Iteration 59Q: 3 clusters Score -369834.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -369834.687500 Penalty: 2642.173584
	Iteration 60F: 3 clusters Score -369834.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (143801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143801 members 
Entering Unmasked Estep 
Score: -17009338.000000 Penalty: 1929.880127
	Iteration 0F: 2 clusters Score -1.700934e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71798 members 
Mstep: Class 2 contains 72003 members 
Entering Unmasked Estep 
Score: -16929728.000000 Penalty: 3859.760254
	Iteration 0F: 3 clusters Score -1.692973e+07 nChanged 69519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69565 members 
Mstep: Class 2 contains 74236 members 
Entering Unmasked Estep 
Score: -16970580.000000 Penalty: 3859.760254
	Iteration 1F: 3 clusters Score -1.697058e+07 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67894 members 
Mstep: Class 2 contains 75907 members 
Entering Unmasked Estep 
Score: -16971792.000000 Penalty: 3859.760254
	Iteration 2Q: 3 clusters Score -1.697179e+07 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65209 members 
Mstep: Class 2 contains 78592 members 
Entering Unmasked Estep 
Score: -16973406.000000 Penalty: 3859.760254
	Iteration 3Q: 3 clusters Score -1.697341e+07 nChanged 6605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60864 members 
Mstep: Class 2 contains 82937 members 
Entering Unmasked Estep 
Score: -16976434.000000 Penalty: 3859.760254
	Iteration 4Q: 3 clusters Score -1.697643e+07 nChanged 8550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54374 members 
Mstep: Class 2 contains 89427 members 
Entering Unmasked Estep 
Score: -16982090.000000 Penalty: 3859.760254
	Iteration 5F: 3 clusters Score -1.698209e+07 nChanged 10326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46422 members 
Mstep: Class 2 contains 97379 members 
Entering Unmasked Estep 
Score: -16990696.000000 Penalty: 3859.760254
	Iteration 6F: 3 clusters Score -1.69907e+07 nChanged 10851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39565 members 
Mstep: Class 2 contains 104236 members 
Entering Unmasked Estep 
Score: -17000472.000000 Penalty: 3859.760254
	Iteration 7F: 3 clusters Score -1.700047e+07 nChanged 9182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36547 members 
Mstep: Class 2 contains 107254 members 
Entering Unmasked Estep 
Score: -17008590.000000 Penalty: 3859.760254
	Iteration 8F: 3 clusters Score -1.700859e+07 nChanged 6839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36334 members 
Mstep: Class 2 contains 107467 members 
Entering Unmasked Estep 
Score: -17013216.000000 Penalty: 3859.760254
	Iteration 9Q: 3 clusters Score -1.701322e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36896 members 
Mstep: Class 2 contains 106905 members 
Entering Unmasked Estep 
Score: -17015224.000000 Penalty: 3859.760254
	Iteration 10Q: 3 clusters Score -1.701522e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37641 members 
Mstep: Class 2 contains 106160 members 
Entering Unmasked Estep 
Score: -17016476.000000 Penalty: 3859.760254
	Iteration 11Q: 3 clusters Score -1.701648e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38448 members 
Mstep: Class 2 contains 105353 members 
Entering Unmasked Estep 
Score: -17017660.000000 Penalty: 3859.760254
	Iteration 12Q: 3 clusters Score -1.701766e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 104520 members 
Entering Unmasked Estep 
Score: -17018468.000000 Penalty: 3859.760254
	Iteration 13Q: 3 clusters Score -1.701847e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 103675 members 
Entering Unmasked Estep 
Score: -17019304.000000 Penalty: 3859.760254
	Iteration 14Q: 3 clusters Score -1.70193e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40955 members 
Mstep: Class 2 contains 102846 members 
Entering Unmasked Estep 
Score: -17019846.000000 Penalty: 3859.760254
	Iteration 15Q: 3 clusters Score -1.701985e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41614 members 
Mstep: Class 2 contains 102187 members 
Entering Unmasked Estep 
Score: -17020390.000000 Penalty: 3859.760254
	Iteration 16Q: 3 clusters Score -1.702039e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42049 members 
Mstep: Class 2 contains 101752 members 
Entering Unmasked Estep 
Score: -17020614.000000 Penalty: 3859.760254
	Iteration 17Q: 3 clusters Score -1.702061e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42294 members 
Mstep: Class 2 contains 101507 members 
Entering Unmasked Estep 
Score: -17020814.000000 Penalty: 3859.760254
	Iteration 18Q: 3 clusters Score -1.702081e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42297 members 
Mstep: Class 2 contains 101504 members 
Entering Unmasked Estep 
Score: -17020884.000000 Penalty: 3859.760254
	Iteration 19Q: 3 clusters Score -1.702088e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42267 members 
Mstep: Class 2 contains 101534 members 
Entering Unmasked Estep 
Score: -17021036.000000 Penalty: 3859.760254
	Iteration 20F: 3 clusters Score -1.702104e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42320 members 
Mstep: Class 2 contains 101481 members 
Entering Unmasked Estep 
Score: -17021026.000000 Penalty: 3859.760254
	Iteration 21Q: 3 clusters Score -1.702103e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42401 members 
Mstep: Class 2 contains 101400 members 
Entering Unmasked Estep 
Score: -17021066.000000 Penalty: 3859.760254
	Iteration 22Q: 3 clusters Score -1.702107e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42376 members 
Mstep: Class 2 contains 101425 members 
Entering Unmasked Estep 
Score: -17021034.000000 Penalty: 3859.760254
	Iteration 23Q: 3 clusters Score -1.702103e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42318 members 
Mstep: Class 2 contains 101483 members 
Entering Unmasked Estep 
Score: -17021048.000000 Penalty: 3859.760254
	Iteration 24Q: 3 clusters Score -1.702105e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42215 members 
Mstep: Class 2 contains 101586 members 
Entering Unmasked Estep 
Score: -17021070.000000 Penalty: 3859.760254
	Iteration 25Q: 3 clusters Score -1.702107e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42150 members 
Mstep: Class 2 contains 101651 members 
Entering Unmasked Estep 
Score: -17021086.000000 Penalty: 3859.760254
	Iteration 26Q: 3 clusters Score -1.702109e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 101649 members 
Entering Unmasked Estep 
Score: -17021044.000000 Penalty: 3859.760254
	Iteration 27Q: 3 clusters Score -1.702104e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42167 members 
Mstep: Class 2 contains 101634 members 
Entering Unmasked Estep 
Score: -17021048.000000 Penalty: 3859.760254
	Iteration 28Q: 3 clusters Score -1.702105e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42184 members 
Mstep: Class 2 contains 101617 members 
Entering Unmasked Estep 
Score: -17021048.000000 Penalty: 3859.760254
	Iteration 29Q: 3 clusters Score -1.702105e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42150 members 
Mstep: Class 2 contains 101651 members 
Entering Unmasked Estep 
Score: -17021024.000000 Penalty: 3859.760254
	Iteration 30Q: 3 clusters Score -1.702102e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42117 members 
Mstep: Class 2 contains 101684 members 
Entering Unmasked Estep 
Score: -17020980.000000 Penalty: 3859.760254
	Iteration 31Q: 3 clusters Score -1.702098e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42062 members 
Mstep: Class 2 contains 101739 members 
Entering Unmasked Estep 
Score: -17020988.000000 Penalty: 3859.760254
	Iteration 32Q: 3 clusters Score -1.702099e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42085 members 
Mstep: Class 2 contains 101716 members 
Entering Unmasked Estep 
Score: -17020994.000000 Penalty: 3859.760254
	Iteration 33Q: 3 clusters Score -1.702099e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42091 members 
Mstep: Class 2 contains 101710 members 
Entering Unmasked Estep 
Score: -17020988.000000 Penalty: 3859.760254
	Iteration 34Q: 3 clusters Score -1.702099e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42059 members 
Mstep: Class 2 contains 101742 members 
Entering Unmasked Estep 
Score: -17020998.000000 Penalty: 3859.760254
	Iteration 35Q: 3 clusters Score -1.7021e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42057 members 
Mstep: Class 2 contains 101744 members 
Entering Unmasked Estep 
Score: -17020994.000000 Penalty: 3859.760254
	Iteration 36Q: 3 clusters Score -1.702099e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42059 members 
Mstep: Class 2 contains 101742 members 
Entering Unmasked Estep 
Score: -17020982.000000 Penalty: 3859.760254
	Iteration 37Q: 3 clusters Score -1.702098e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42060 members 
Mstep: Class 2 contains 101741 members 
Entering Unmasked Estep 
Score: -17020986.000000 Penalty: 3859.760254
	Iteration 38Q: 3 clusters Score -1.702099e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42065 members 
Mstep: Class 2 contains 101736 members 
Entering Unmasked Estep 
Score: -17020980.000000 Penalty: 3859.760254
	Iteration 39Q: 3 clusters Score -1.702098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42069 members 
Mstep: Class 2 contains 101732 members 
Entering Unmasked Estep 
Score: -17020964.000000 Penalty: 3859.760254
	Iteration 40F: 3 clusters Score -1.702096e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42059 members 
Mstep: Class 2 contains 101742 members 
Entering Unmasked Estep 
Score: -17020972.000000 Penalty: 3859.760254
	Iteration 41Q: 3 clusters Score -1.702097e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42055 members 
Mstep: Class 2 contains 101746 members 
Entering Unmasked Estep 
Score: -17020980.000000 Penalty: 3859.760254
	Iteration 42Q: 3 clusters Score -1.702098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42053 members 
Mstep: Class 2 contains 101748 members 
Entering Unmasked Estep 
Score: -17020972.000000 Penalty: 3859.760254
	Iteration 43Q: 3 clusters Score -1.702097e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42051 members 
Mstep: Class 2 contains 101750 members 
Entering Unmasked Estep 
Score: -17020988.000000 Penalty: 3859.760254
	Iteration 44Q: 3 clusters Score -1.702099e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 101760 members 
Entering Unmasked Estep 
Score: -17020988.000000 Penalty: 3859.760254
	Iteration 45Q: 3 clusters Score -1.702099e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42012 members 
Mstep: Class 2 contains 101789 members 
Entering Unmasked Estep 
Score: -17020988.000000 Penalty: 3859.760254
	Iteration 46Q: 3 clusters Score -1.702099e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 101808 members 
Entering Unmasked Estep 
Score: -17020950.000000 Penalty: 3859.760254
	Iteration 47Q: 3 clusters Score -1.702095e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41948 members 
Mstep: Class 2 contains 101853 members 
Entering Unmasked Estep 
Score: -17020972.000000 Penalty: 3859.760254
	Iteration 48Q: 3 clusters Score -1.702097e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41964 members 
Mstep: Class 2 contains 101837 members 
Entering Unmasked Estep 
Score: -17020960.000000 Penalty: 3859.760254
	Iteration 49Q: 3 clusters Score -1.702096e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41959 members 
Mstep: Class 2 contains 101842 members 
Entering Unmasked Estep 
Score: -17020964.000000 Penalty: 3859.760254
	Iteration 50Q: 3 clusters Score -1.702096e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41948 members 
Mstep: Class 2 contains 101853 members 
Entering Unmasked Estep 
Score: -17020978.000000 Penalty: 3859.760254
	Iteration 51Q: 3 clusters Score -1.702098e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41955 members 
Mstep: Class 2 contains 101846 members 
Entering Unmasked Estep 
Score: -17020972.000000 Penalty: 3859.760254
	Iteration 52Q: 3 clusters Score -1.702097e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41949 members 
Mstep: Class 2 contains 101852 members 
Entering Unmasked Estep 
Score: -17020952.000000 Penalty: 3859.760254
	Iteration 53Q: 3 clusters Score -1.702095e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41933 members 
Mstep: Class 2 contains 101868 members 
Entering Unmasked Estep 
Score: -17020980.000000 Penalty: 3859.760254
	Iteration 54Q: 3 clusters Score -1.702098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 101864 members 
Entering Unmasked Estep 
Score: -17020972.000000 Penalty: 3859.760254
	Iteration 55Q: 3 clusters Score -1.702097e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41939 members 
Mstep: Class 2 contains 101862 members 
Entering Unmasked Estep 
Score: -17020972.000000 Penalty: 3859.760254
	Iteration 56Q: 3 clusters Score -1.702097e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41939 members 
Mstep: Class 2 contains 101862 members 
Entering Unmasked Estep 
Score: -17020972.000000 Penalty: 3859.760254
	Iteration 57F: 3 clusters Score -1.702097e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 196996 members 
Mstep: Class 3 contains 81264 members 
Mstep: Class 4 contains 9520 members 
Mstep: Class 5 contains 9573 members 
Mstep: Class 6 contains 35234 members 
Mstep: Class 7 contains 82270 members 
Mstep: Class 8 contains 14509 members 
Mstep: Class 9 contains 36936 members 
Mstep: Class 10 contains 9067 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8886 members 
Mstep: Class 14 contains 674 members 
Mstep: Class 15 contains 19176 members 
Mstep: Class 16 contains 68074 members 
Mstep: Class 17 contains 112791 members 
Mstep: Class 18 contains 105285 members 
Mstep: Class 19 contains 3394 members 
Mstep: Class 20 contains 41939 members 
Mstep: Class 21 contains 33677 members 
Mstep: Class 22 contains 16715 members 
Mstep: Class 23 contains 9873 members 
Mstep: Class 24 contains 3655 members 
Mstep: Class 25 contains 787 members 
Mstep: Class 26 contains 147 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 89013 members 
Mstep: Class 29 contains 6102 members 
Mstep: Class 30 contains 52563 members 
Mstep: Class 31 contains 24978 members 
Mstep: Class 32 contains 5996 members 
Mstep: Class 33 contains 3734 members 
Mstep: Class 34 contains 387 members 
Mstep: Class 35 contains 101862 members 
Mstep: Class 36 contains 1424 members 
Mstep: Class 37 contains 36254 members 
Mstep: Class 38 contains 1231 members 
Mstep: Class 39 contains 108964 members 
Mstep: Class 40 contains 495 members 
Mstep: Class 41 contains 326 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 18553 members 
Mstep: Class 44 contains 85254 members 
Mstep: Class 45 contains 16605 members 
Mstep: Class 46 contains 467 members 
Mstep: Class 47 contains 183 members 
Mstep: Class 48 contains 37777 members 
Mstep: Class 49 contains 13499 members 
Mstep: Class 50 contains 513 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4781 members 
Mstep: Class 53 contains 86321 members 
Mstep: Class 54 contains 96795 members 
Mstep: Class 55 contains 10557 members 
Mstep: Class 56 contains 720 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 301 members 
Entering Unmasked Estep 
Score: -194724288.000000 Penalty: 135338.375000
Splitting cluster 20 changes total score from -194711872.000000 to -194724288.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 21 (33677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33677 members 
Entering Unmasked Estep 
Score: -4033003.750000 Penalty: 1693.992676
	Iteration 0F: 2 clusters Score -4033004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -4010235.500000 Penalty: 3387.985352
	Iteration 0F: 3 clusters Score -4010236 nChanged 15606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -4018857.500000 Penalty: 3387.985352
	Iteration 1F: 3 clusters Score -4018858 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -4019180.500000 Penalty: 3387.985352
	Iteration 2Q: 3 clusters Score -4019180 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -4019453.750000 Penalty: 3387.985352
	Iteration 3Q: 3 clusters Score -4019454 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -4019732.500000 Penalty: 3387.985352
	Iteration 4Q: 3 clusters Score -4019732 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -4020007.000000 Penalty: 3387.985352
	Iteration 5Q: 3 clusters Score -4020007 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -4020304.000000 Penalty: 3387.985352
	Iteration 6Q: 3 clusters Score -4020304 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -4020740.500000 Penalty: 3387.985352
	Iteration 7Q: 3 clusters Score -4020740 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -4021374.000000 Penalty: 3387.985352
	Iteration 8Q: 3 clusters Score -4021374 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -4022298.500000 Penalty: 3387.985352
	Iteration 9Q: 3 clusters Score -4022298 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -4023467.000000 Penalty: 3387.985352
	Iteration 10F: 3 clusters Score -4023467 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -4024828.750000 Penalty: 3387.985352
	Iteration 11F: 3 clusters Score -4024829 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -4025729.250000 Penalty: 3387.985352
	Iteration 12Q: 3 clusters Score -4025729 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -4026080.250000 Penalty: 3387.985352
	Iteration 13Q: 3 clusters Score -4026080 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -4026260.750000 Penalty: 3387.985352
	Iteration 14Q: 3 clusters Score -4026261 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -4026384.500000 Penalty: 3387.985352
	Iteration 15Q: 3 clusters Score -4026384 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -4026505.750000 Penalty: 3387.985352
	Iteration 16Q: 3 clusters Score -4026506 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -4026655.500000 Penalty: 3387.985352
	Iteration 17Q: 3 clusters Score -4026656 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -4026778.750000 Penalty: 3387.985352
	Iteration 18Q: 3 clusters Score -4026779 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -4026909.000000 Penalty: 3387.985352
	Iteration 19Q: 3 clusters Score -4026909 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -4027040.000000 Penalty: 3387.985352
	Iteration 20F: 3 clusters Score -4027040 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -4027180.500000 Penalty: 3387.985352
	Iteration 21Q: 3 clusters Score -4027180 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -4027339.250000 Penalty: 3387.985352
	Iteration 22Q: 3 clusters Score -4027339 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -4027489.250000 Penalty: 3387.985352
	Iteration 23Q: 3 clusters Score -4027489 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -4027678.500000 Penalty: 3387.985352
	Iteration 24Q: 3 clusters Score -4027678 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 27863 members 
Entering Unmasked Estep 
Score: -4027889.250000 Penalty: 3387.985352
	Iteration 25Q: 3 clusters Score -4027889 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -4028140.750000 Penalty: 3387.985352
	Iteration 26Q: 3 clusters Score -4028141 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 29090 members 
Entering Unmasked Estep 
Score: -4028423.750000 Penalty: 3387.985352
	Iteration 27Q: 3 clusters Score -4028424 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -4028776.750000 Penalty: 3387.985352
	Iteration 28Q: 3 clusters Score -4028777 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 30373 members 
Entering Unmasked Estep 
Score: -4029140.500000 Penalty: 3387.985352
	Iteration 29Q: 3 clusters Score -4029140 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 30972 members 
Entering Unmasked Estep 
Score: -4029520.000000 Penalty: 3387.985352
	Iteration 30Q: 3 clusters Score -4029520 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -4029882.000000 Penalty: 3387.985352
	Iteration 31Q: 3 clusters Score -4029882 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -4030279.000000 Penalty: 3387.985352
	Iteration 32Q: 3 clusters Score -4030279 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 32436 members 
Entering Unmasked Estep 
Score: -4030626.250000 Penalty: 3387.985352
	Iteration 33Q: 3 clusters Score -4030626 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 32769 members 
Entering Unmasked Estep 
Score: -4030915.000000 Penalty: 3387.985352
	Iteration 34Q: 3 clusters Score -4030915 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
Score: -4031125.000000 Penalty: 3387.985352
	Iteration 35Q: 3 clusters Score -4031125 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -4031270.250000 Penalty: 3387.985352
	Iteration 36Q: 3 clusters Score -4031270 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 33290 members 
Entering Unmasked Estep 
Score: -4031376.250000 Penalty: 3387.985352
	Iteration 37Q: 3 clusters Score -4031376 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -4031411.250000 Penalty: 3387.985352
	Iteration 38Q: 3 clusters Score -4031411 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 33373 members 
Entering Unmasked Estep 
Score: -4031442.500000 Penalty: 3387.985352
	Iteration 39Q: 3 clusters Score -4031442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 33391 members 
Entering Unmasked Estep 
Score: -4031456.750000 Penalty: 3387.985352
	Iteration 40F: 3 clusters Score -4031457 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 33410 members 
Entering Unmasked Estep 
Score: -4031480.000000 Penalty: 3387.985352
	Iteration 41Q: 3 clusters Score -4031480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 33422 members 
Entering Unmasked Estep 
Score: -4031498.250000 Penalty: 3387.985352
	Iteration 42Q: 3 clusters Score -4031498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 33433 members 
Entering Unmasked Estep 
Score: -4031500.000000 Penalty: 3387.985352
	Iteration 43Q: 3 clusters Score -4031500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 33437 members 
Entering Unmasked Estep 
Score: -4031508.500000 Penalty: 3387.985352
	Iteration 44Q: 3 clusters Score -4031508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 33441 members 
Entering Unmasked Estep 
Score: -4031510.250000 Penalty: 3387.985352
	Iteration 45Q: 3 clusters Score -4031510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 33443 members 
Entering Unmasked Estep 
Score: -4031513.250000 Penalty: 3387.985352
	Iteration 46Q: 3 clusters Score -4031513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 33447 members 
Entering Unmasked Estep 
Score: -4031516.750000 Penalty: 3387.985352
	Iteration 47Q: 3 clusters Score -4031517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 33451 members 
Entering Unmasked Estep 
Score: -4031526.500000 Penalty: 3387.985352
	Iteration 48Q: 3 clusters Score -4031526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 33458 members 
Entering Unmasked Estep 
Score: -4031532.500000 Penalty: 3387.985352
	Iteration 49Q: 3 clusters Score -4031532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 33459 members 
Entering Unmasked Estep 
Score: -4031531.000000 Penalty: 3387.985352
	Iteration 50Q: 3 clusters Score -4031531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 33460 members 
Entering Unmasked Estep 
Score: -4031535.750000 Penalty: 3387.985352
	Iteration 51Q: 3 clusters Score -4031536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 33461 members 
Entering Unmasked Estep 
Score: -4031535.750000 Penalty: 3387.985352
	Iteration 52Q: 3 clusters Score -4031536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 33461 members 
Entering Unmasked Estep 
Score: -4031535.750000 Penalty: 3387.985352
	Iteration 53F: 3 clusters Score -4031536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Entering Unmasked Estep 
Score: -2004371.125000 Penalty: 1580.160034
	Iteration 0F: 2 clusters Score -2004371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1992888.375000 Penalty: 3160.320068
	Iteration 0F: 3 clusters Score -1992888 nChanged 7502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1997033.750000 Penalty: 3160.320068
	Iteration 1F: 3 clusters Score -1997034 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1997330.500000 Penalty: 3160.320068
	Iteration 2F: 3 clusters Score -1997330 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1997637.375000 Penalty: 3160.320068
	Iteration 3Q: 3 clusters Score -1997637 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1998050.750000 Penalty: 3160.320068
	Iteration 4F: 3 clusters Score -1998051 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1998595.375000 Penalty: 3160.320068
	Iteration 5F: 3 clusters Score -1998595 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1999349.000000 Penalty: 3160.320068
	Iteration 6F: 3 clusters Score -1999349 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -2000265.125000 Penalty: 3160.320068
	Iteration 7F: 3 clusters Score -2000265 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2001177.500000 Penalty: 3160.320068
	Iteration 8F: 3 clusters Score -2001178 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2001922.000000 Penalty: 3160.320068
	Iteration 9Q: 3 clusters Score -2001922 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2002409.500000 Penalty: 3160.320068
	Iteration 10Q: 3 clusters Score -2002410 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2002680.625000 Penalty: 3160.320068
	Iteration 11Q: 3 clusters Score -2002681 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2002792.125000 Penalty: 3160.320068
	Iteration 12Q: 3 clusters Score -2002792 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2002854.000000 Penalty: 3160.320068
	Iteration 13Q: 3 clusters Score -2002854 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2002884.625000 Penalty: 3160.320068
	Iteration 14Q: 3 clusters Score -2002885 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2002911.375000 Penalty: 3160.320068
	Iteration 15Q: 3 clusters Score -2002911 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2002929.000000 Penalty: 3160.320068
	Iteration 16Q: 3 clusters Score -2002929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -2002938.250000 Penalty: 3160.320068
	Iteration 17Q: 3 clusters Score -2002938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -2002937.750000 Penalty: 3160.320068
	Iteration 18Q: 3 clusters Score -2002938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -2002938.250000 Penalty: 3160.320068
	Iteration 19Q: 3 clusters Score -2002938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2002943.625000 Penalty: 3160.320068
	Iteration 20F: 3 clusters Score -2002944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2002944.875000 Penalty: 3160.320068
	Iteration 21Q: 3 clusters Score -2002945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2002948.875000 Penalty: 3160.320068
	Iteration 22Q: 3 clusters Score -2002949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -2002957.750000 Penalty: 3160.320068
	Iteration 23Q: 3 clusters Score -2002958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -2002963.875000 Penalty: 3160.320068
	Iteration 24Q: 3 clusters Score -2002964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -2002965.000000 Penalty: 3160.320068
	Iteration 25Q: 3 clusters Score -2002965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -2002967.125000 Penalty: 3160.320068
	Iteration 26Q: 3 clusters Score -2002967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -2002967.125000 Penalty: 3160.320068
	Iteration 27F: 3 clusters Score -2002967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Entering Unmasked Estep 
Score: -1113472.125000 Penalty: 1494.603394
	Iteration 0F: 2 clusters Score -1113472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1106449.250000 Penalty: 2989.206787
	Iteration 0F: 3 clusters Score -1106449 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1108696.375000 Penalty: 2989.206787
	Iteration 1F: 3 clusters Score -1108696 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1108894.625000 Penalty: 2989.206787
	Iteration 2F: 3 clusters Score -1108895 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1109048.625000 Penalty: 2989.206787
	Iteration 3Q: 3 clusters Score -1109049 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1109178.625000 Penalty: 2989.206787
	Iteration 4Q: 3 clusters Score -1109179 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1109311.750000 Penalty: 2989.206787
	Iteration 5Q: 3 clusters Score -1109312 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1109472.500000 Penalty: 2989.206787
	Iteration 6Q: 3 clusters Score -1109472 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1109691.125000 Penalty: 2989.206787
	Iteration 7Q: 3 clusters Score -1109691 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1109969.625000 Penalty: 2989.206787
	Iteration 8Q: 3 clusters Score -1109970 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1110334.250000 Penalty: 2989.206787
	Iteration 9F: 3 clusters Score -1110334 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1110779.250000 Penalty: 2989.206787
	Iteration 10F: 3 clusters Score -1110779 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1111245.250000 Penalty: 2989.206787
	Iteration 11F: 3 clusters Score -1111245 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1111604.500000 Penalty: 2989.206787
	Iteration 12Q: 3 clusters Score -1111604 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1111834.250000 Penalty: 2989.206787
	Iteration 13Q: 3 clusters Score -1111834 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1111954.000000 Penalty: 2989.206787
	Iteration 14Q: 3 clusters Score -1111954 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1112027.000000 Penalty: 2989.206787
	Iteration 15Q: 3 clusters Score -1112027 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1112073.250000 Penalty: 2989.206787
	Iteration 16Q: 3 clusters Score -1112073 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1112101.125000 Penalty: 2989.206787
	Iteration 17Q: 3 clusters Score -1112101 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1112114.250000 Penalty: 2989.206787
	Iteration 18Q: 3 clusters Score -1112114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1112119.875000 Penalty: 2989.206787
	Iteration 19Q: 3 clusters Score -1112120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1112124.250000 Penalty: 2989.206787
	Iteration 20F: 3 clusters Score -1112124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1112127.125000 Penalty: 2989.206787
	Iteration 21Q: 3 clusters Score -1112127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1112131.125000 Penalty: 2989.206787
	Iteration 22Q: 3 clusters Score -1112131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1112137.125000 Penalty: 2989.206787
	Iteration 23Q: 3 clusters Score -1112137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1112138.125000 Penalty: 2989.206787
	Iteration 24Q: 3 clusters Score -1112138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1112140.750000 Penalty: 2989.206787
	Iteration 25Q: 3 clusters Score -1112141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1112142.875000 Penalty: 2989.206787
	Iteration 26Q: 3 clusters Score -1112143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1112142.875000 Penalty: 2989.206787
	Iteration 27F: 3 clusters Score -1112143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Entering Unmasked Estep 
Score: -396345.156250 Penalty: 1333.125854
	Iteration 0F: 2 clusters Score -396345.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -393202.187500 Penalty: 2666.251709
	Iteration 0F: 3 clusters Score -393202.2 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -394006.343750 Penalty: 2666.251709
	Iteration 1F: 3 clusters Score -394006.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -394118.468750 Penalty: 2666.251709
	Iteration 2F: 3 clusters Score -394118.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -394184.375000 Penalty: 2666.251709
	Iteration 3Q: 3 clusters Score -394184.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -394230.343750 Penalty: 2666.251709
	Iteration 4Q: 3 clusters Score -394230.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -394261.312500 Penalty: 2666.251709
	Iteration 5Q: 3 clusters Score -394261.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -394284.500000 Penalty: 2666.251709
	Iteration 6Q: 3 clusters Score -394284.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -394297.593750 Penalty: 2666.251709
	Iteration 7Q: 3 clusters Score -394297.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -394308.406250 Penalty: 2666.251709
	Iteration 8Q: 3 clusters Score -394308.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -394317.875000 Penalty: 2666.251709
	Iteration 9Q: 3 clusters Score -394317.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -394329.562500 Penalty: 2666.251709
	Iteration 10Q: 3 clusters Score -394329.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -394337.968750 Penalty: 2666.251709
	Iteration 11Q: 3 clusters Score -394338 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -394347.281250 Penalty: 2666.251709
	Iteration 12Q: 3 clusters Score -394347.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -394360.156250 Penalty: 2666.251709
	Iteration 13Q: 3 clusters Score -394360.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -394371.187500 Penalty: 2666.251709
	Iteration 14Q: 3 clusters Score -394371.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -394382.562500 Penalty: 2666.251709
	Iteration 15Q: 3 clusters Score -394382.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -394394.000000 Penalty: 2666.251709
	Iteration 16Q: 3 clusters Score -394394 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -394405.062500 Penalty: 2666.251709
	Iteration 17Q: 3 clusters Score -394405.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -394423.812500 Penalty: 2666.251709
	Iteration 18Q: 3 clusters Score -394423.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -394444.625000 Penalty: 2666.251709
	Iteration 19Q: 3 clusters Score -394444.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -394469.187500 Penalty: 2666.251709
	Iteration 20F: 3 clusters Score -394469.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -394498.750000 Penalty: 2666.251709
	Iteration 21Q: 3 clusters Score -394498.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -394525.437500 Penalty: 2666.251709
	Iteration 22Q: 3 clusters Score -394525.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -394560.093750 Penalty: 2666.251709
	Iteration 23Q: 3 clusters Score -394560.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -394593.187500 Penalty: 2666.251709
	Iteration 24Q: 3 clusters Score -394593.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -394629.593750 Penalty: 2666.251709
	Iteration 25Q: 3 clusters Score -394629.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -394692.156250 Penalty: 2666.251709
	Iteration 26Q: 3 clusters Score -394692.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -394741.625000 Penalty: 2666.251709
	Iteration 27Q: 3 clusters Score -394741.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -394800.000000 Penalty: 2666.251709
	Iteration 28Q: 3 clusters Score -394800 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -394848.000000 Penalty: 2666.251709
	Iteration 29Q: 3 clusters Score -394848 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -394891.468750 Penalty: 2666.251709
	Iteration 30Q: 3 clusters Score -394891.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -394936.218750 Penalty: 2666.251709
	Iteration 31Q: 3 clusters Score -394936.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -394986.562500 Penalty: 2666.251709
	Iteration 32Q: 3 clusters Score -394986.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -395030.625000 Penalty: 2666.251709
	Iteration 33Q: 3 clusters Score -395030.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -395060.125000 Penalty: 2666.251709
	Iteration 34Q: 3 clusters Score -395060.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -395087.187500 Penalty: 2666.251709
	Iteration 35Q: 3 clusters Score -395087.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -395106.968750 Penalty: 2666.251709
	Iteration 36Q: 3 clusters Score -395107 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -395128.781250 Penalty: 2666.251709
	Iteration 37Q: 3 clusters Score -395128.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -395146.406250 Penalty: 2666.251709
	Iteration 38Q: 3 clusters Score -395146.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -395156.812500 Penalty: 2666.251709
	Iteration 39Q: 3 clusters Score -395156.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -395164.437500 Penalty: 2666.251709
	Iteration 40F: 3 clusters Score -395164.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -395173.968750 Penalty: 2666.251709
	Iteration 41Q: 3 clusters Score -395174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -395180.500000 Penalty: 2666.251709
	Iteration 42Q: 3 clusters Score -395180.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -395184.531250 Penalty: 2666.251709
	Iteration 43Q: 3 clusters Score -395184.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -395188.843750 Penalty: 2666.251709
	Iteration 44Q: 3 clusters Score -395188.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -395195.500000 Penalty: 2666.251709
	Iteration 45Q: 3 clusters Score -395195.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -395196.312500 Penalty: 2666.251709
	Iteration 46Q: 3 clusters Score -395196.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -395198.281250 Penalty: 2666.251709
	Iteration 47Q: 3 clusters Score -395198.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -395198.281250 Penalty: 2666.251709
	Iteration 48F: 3 clusters Score -395198.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Entering Unmasked Estep 
Score: -76835.070312 Penalty: 1083.587036
	Iteration 0F: 2 clusters Score -76835.07 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 419 members 
Entering Unmasked Estep 
Score: -75584.804688 Penalty: 2167.174072
	Iteration 0F: 3 clusters Score -75584.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -75949.921875 Penalty: 2167.174072
	Iteration 1F: 3 clusters Score -75949.92 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -76163.687500 Penalty: 2167.174072
	Iteration 2F: 3 clusters Score -76163.69 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -76360.023438 Penalty: 2167.174072
	Iteration 3F: 3 clusters Score -76360.02 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -76465.789062 Penalty: 2167.174072
	Iteration 4F: 3 clusters Score -76465.79 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -76528.093750 Penalty: 2167.174072
	Iteration 5Q: 3 clusters Score -76528.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -76572.937500 Penalty: 2167.174072
	Iteration 6Q: 3 clusters Score -76572.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -76610.031250 Penalty: 2167.174072
	Iteration 7Q: 3 clusters Score -76610.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -76648.804688 Penalty: 2167.174072
	Iteration 8Q: 3 clusters Score -76648.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -76667.335938 Penalty: 2167.174072
	Iteration 9Q: 3 clusters Score -76667.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -76672.312500 Penalty: 2167.174072
	Iteration 10Q: 3 clusters Score -76672.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -76673.750000 Penalty: 2167.174072
	Iteration 11Q: 3 clusters Score -76673.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -76673.750000 Penalty: 2167.174072
	Iteration 12F: 3 clusters Score -76673.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -9136.465820 Penalty: 810.945312
	Iteration 0F: 2 clusters Score -9136.466 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 75 members 
Entering Unmasked Estep 
Score: -8543.309570 Penalty: 1621.890625
	Iteration 0F: 3 clusters Score -8543.31 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8622.889648 Penalty: 1621.890625
	Iteration 1F: 3 clusters Score -8622.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8654.306641 Penalty: 1621.890625
	Iteration 2Q: 3 clusters Score -8654.307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -8676.750000 Penalty: 1621.890625
	Iteration 3Q: 3 clusters Score -8676.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8687.200195 Penalty: 1621.890625
	Iteration 4Q: 3 clusters Score -8687.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8687.200195 Penalty: 1621.890625
	Iteration 5F: 3 clusters Score -8687.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Entering Unmasked Estep 
Score: -52658.863281 Penalty: 1033.430786
	Iteration 0F: 2 clusters Score -52658.86 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 296 members 
Entering Unmasked Estep 
Score: -51588.527344 Penalty: 2066.861572
	Iteration 0F: 3 clusters Score -51588.53 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -51866.679688 Penalty: 2066.861572
	Iteration 1F: 3 clusters Score -51866.68 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -51988.472656 Penalty: 2066.861572
	Iteration 2F: 3 clusters Score -51988.47 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -52051.453125 Penalty: 2066.861572
	Iteration 3Q: 3 clusters Score -52051.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -52081.714844 Penalty: 2066.861572
	Iteration 4Q: 3 clusters Score -52081.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -52125.222656 Penalty: 2066.861572
	Iteration 5Q: 3 clusters Score -52125.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -52150.433594 Penalty: 2066.861572
	Iteration 6Q: 3 clusters Score -52150.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -52167.191406 Penalty: 2066.861572
	Iteration 7Q: 3 clusters Score -52167.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -52178.726562 Penalty: 2066.861572
	Iteration 8Q: 3 clusters Score -52178.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -52184.503906 Penalty: 2066.861572
	Iteration 9Q: 3 clusters Score -52184.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -52199.003906 Penalty: 2066.861572
	Iteration 10Q: 3 clusters Score -52199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -52207.066406 Penalty: 2066.861572
	Iteration 11Q: 3 clusters Score -52207.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -52217.761719 Penalty: 2066.861572
	Iteration 12Q: 3 clusters Score -52217.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -52223.125000 Penalty: 2066.861572
	Iteration 13Q: 3 clusters Score -52223.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -52223.699219 Penalty: 2066.861572
	Iteration 14Q: 3 clusters Score -52223.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -52223.699219 Penalty: 2066.861572
	Iteration 15F: 3 clusters Score -52223.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (89013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89013 members 
Entering Unmasked Estep 
Score: -10519304.000000 Penalty: 1851.937378
	Iteration 0F: 2 clusters Score -1.05193e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44770 members 
Mstep: Class 2 contains 44243 members 
Entering Unmasked Estep 
Score: -10460103.000000 Penalty: 3703.874756
	Iteration 0F: 3 clusters Score -1.04601e+07 nChanged 42369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47301 members 
Mstep: Class 2 contains 41712 members 
Entering Unmasked Estep 
Score: -10485001.000000 Penalty: 3703.874756
	Iteration 1F: 3 clusters Score -1.0485e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48848 members 
Mstep: Class 2 contains 40165 members 
Entering Unmasked Estep 
Score: -10485881.000000 Penalty: 3703.874756
	Iteration 2Q: 3 clusters Score -1.048588e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51204 members 
Mstep: Class 2 contains 37809 members 
Entering Unmasked Estep 
Score: -10487058.000000 Penalty: 3703.874756
	Iteration 3Q: 3 clusters Score -1.048706e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54659 members 
Mstep: Class 2 contains 34354 members 
Entering Unmasked Estep 
Score: -10488872.000000 Penalty: 3703.874756
	Iteration 4Q: 3 clusters Score -1.048887e+07 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59665 members 
Mstep: Class 2 contains 29348 members 
Entering Unmasked Estep 
Score: -10492001.000000 Penalty: 3703.874756
	Iteration 5F: 3 clusters Score -1.0492e+07 nChanged 6709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66362 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -10496983.000000 Penalty: 3703.874756
	Iteration 6F: 3 clusters Score -1.049698e+07 nChanged 7797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74159 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -10503810.000000 Penalty: 3703.874756
	Iteration 7F: 3 clusters Score -1.050381e+07 nChanged 7153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81312 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -10510643.000000 Penalty: 3703.874756
	Iteration 8F: 3 clusters Score -1.051064e+07 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85905 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -10514884.000000 Penalty: 3703.874756
	Iteration 9F: 3 clusters Score -1.051488e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87963 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -10516721.000000 Penalty: 3703.874756
	Iteration 10Q: 3 clusters Score -1.051672e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88622 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -10517322.000000 Penalty: 3703.874756
	Iteration 11Q: 3 clusters Score -1.051732e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88791 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -10517530.000000 Penalty: 3703.874756
	Iteration 12Q: 3 clusters Score -1.051753e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88834 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -10517585.000000 Penalty: 3703.874756
	Iteration 13Q: 3 clusters Score -1.051758e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88856 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -10517639.000000 Penalty: 3703.874756
	Iteration 14Q: 3 clusters Score -1.051764e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88864 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -10517643.000000 Penalty: 3703.874756
	Iteration 15Q: 3 clusters Score -1.051764e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88864 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -10517656.000000 Penalty: 3703.874756
	Iteration 16Q: 3 clusters Score -1.051766e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88867 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -10517660.000000 Penalty: 3703.874756
	Iteration 17Q: 3 clusters Score -1.051766e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88868 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -10517667.000000 Penalty: 3703.874756
	Iteration 18Q: 3 clusters Score -1.051767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88868 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -10517667.000000 Penalty: 3703.874756
	Iteration 19Q: 3 clusters Score -1.051767e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88868 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -10517667.000000 Penalty: 3703.874756
	Iteration 20F: 3 clusters Score -1.051767e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Entering Unmasked Estep 
Score: -617915.187500 Penalty: 1416.410400
	Iteration 0F: 2 clusters Score -617915.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -613276.062500 Penalty: 2832.820801
	Iteration 0F: 3 clusters Score -613276.1 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -614753.750000 Penalty: 2832.820801
	Iteration 1F: 3 clusters Score -614753.8 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -615027.375000 Penalty: 2832.820801
	Iteration 2F: 3 clusters Score -615027.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -615226.625000 Penalty: 2832.820801
	Iteration 3F: 3 clusters Score -615226.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -615375.437500 Penalty: 2832.820801
	Iteration 4Q: 3 clusters Score -615375.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -615515.687500 Penalty: 2832.820801
	Iteration 5Q: 3 clusters Score -615515.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -615659.375000 Penalty: 2832.820801
	Iteration 6Q: 3 clusters Score -615659.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -615805.500000 Penalty: 2832.820801
	Iteration 7Q: 3 clusters Score -615805.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -615946.937500 Penalty: 2832.820801
	Iteration 8Q: 3 clusters Score -615946.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -616055.187500 Penalty: 2832.820801
	Iteration 9Q: 3 clusters Score -616055.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -616156.875000 Penalty: 2832.820801
	Iteration 10Q: 3 clusters Score -616156.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -616245.125000 Penalty: 2832.820801
	Iteration 11Q: 3 clusters Score -616245.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -616316.187500 Penalty: 2832.820801
	Iteration 12Q: 3 clusters Score -616316.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -616373.687500 Penalty: 2832.820801
	Iteration 13Q: 3 clusters Score -616373.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -616418.312500 Penalty: 2832.820801
	Iteration 14Q: 3 clusters Score -616418.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -616464.000000 Penalty: 2832.820801
	Iteration 15Q: 3 clusters Score -616464 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -616516.687500 Penalty: 2832.820801
	Iteration 16Q: 3 clusters Score -616516.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -616580.875000 Penalty: 2832.820801
	Iteration 17Q: 3 clusters Score -616580.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -616642.375000 Penalty: 2832.820801
	Iteration 18Q: 3 clusters Score -616642.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -616688.312500 Penalty: 2832.820801
	Iteration 19Q: 3 clusters Score -616688.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -616732.437500 Penalty: 2832.820801
	Iteration 20F: 3 clusters Score -616732.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -616770.750000 Penalty: 2832.820801
	Iteration 21Q: 3 clusters Score -616770.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -616812.687500 Penalty: 2832.820801
	Iteration 22Q: 3 clusters Score -616812.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -616853.375000 Penalty: 2832.820801
	Iteration 23Q: 3 clusters Score -616853.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -616895.625000 Penalty: 2832.820801
	Iteration 24Q: 3 clusters Score -616895.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -616926.562500 Penalty: 2832.820801
	Iteration 25Q: 3 clusters Score -616926.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -616955.500000 Penalty: 2832.820801
	Iteration 26Q: 3 clusters Score -616955.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -616980.250000 Penalty: 2832.820801
	Iteration 27Q: 3 clusters Score -616980.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -617011.187500 Penalty: 2832.820801
	Iteration 28Q: 3 clusters Score -617011.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -617044.625000 Penalty: 2832.820801
	Iteration 29Q: 3 clusters Score -617044.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -617075.375000 Penalty: 2832.820801
	Iteration 30Q: 3 clusters Score -617075.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -617108.625000 Penalty: 2832.820801
	Iteration 31Q: 3 clusters Score -617108.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -617133.875000 Penalty: 2832.820801
	Iteration 32Q: 3 clusters Score -617133.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -617153.812500 Penalty: 2832.820801
	Iteration 33Q: 3 clusters Score -617153.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -617166.625000 Penalty: 2832.820801
	Iteration 34Q: 3 clusters Score -617166.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -617176.375000 Penalty: 2832.820801
	Iteration 35Q: 3 clusters Score -617176.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -617181.562500 Penalty: 2832.820801
	Iteration 36Q: 3 clusters Score -617181.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -617189.562500 Penalty: 2832.820801
	Iteration 37Q: 3 clusters Score -617189.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -617197.375000 Penalty: 2832.820801
	Iteration 38Q: 3 clusters Score -617197.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -617205.125000 Penalty: 2832.820801
	Iteration 39Q: 3 clusters Score -617205.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -617208.187500 Penalty: 2832.820801
	Iteration 40F: 3 clusters Score -617208.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -617215.062500 Penalty: 2832.820801
	Iteration 41Q: 3 clusters Score -617215.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -617220.312500 Penalty: 2832.820801
	Iteration 42Q: 3 clusters Score -617220.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -617223.562500 Penalty: 2832.820801
	Iteration 43Q: 3 clusters Score -617223.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -617226.312500 Penalty: 2832.820801
	Iteration 44Q: 3 clusters Score -617226.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -617227.500000 Penalty: 2832.820801
	Iteration 45Q: 3 clusters Score -617227.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -617229.937500 Penalty: 2832.820801
	Iteration 46Q: 3 clusters Score -617229.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -617233.937500 Penalty: 2832.820801
	Iteration 47Q: 3 clusters Score -617233.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -617236.187500 Penalty: 2832.820801
	Iteration 48Q: 3 clusters Score -617236.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -617237.500000 Penalty: 2832.820801
	Iteration 49Q: 3 clusters Score -617237.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -617238.062500 Penalty: 2832.820801
	Iteration 50Q: 3 clusters Score -617238.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -617238.062500 Penalty: 2832.820801
	Iteration 51Q: 3 clusters Score -617238.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -617238.437500 Penalty: 2832.820801
	Iteration 52Q: 3 clusters Score -617238.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -617243.125000 Penalty: 2832.820801
	Iteration 53Q: 3 clusters Score -617243.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -617244.750000 Penalty: 2832.820801
	Iteration 54Q: 3 clusters Score -617244.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -617254.125000 Penalty: 2832.820801
	Iteration 55Q: 3 clusters Score -617254.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -617260.812500 Penalty: 2832.820801
	Iteration 56Q: 3 clusters Score -617260.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -617268.812500 Penalty: 2832.820801
	Iteration 57Q: 3 clusters Score -617268.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -617276.375000 Penalty: 2832.820801
	Iteration 58Q: 3 clusters Score -617276.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -617283.125000 Penalty: 2832.820801
	Iteration 59Q: 3 clusters Score -617283.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -617288.875000 Penalty: 2832.820801
	Iteration 60F: 3 clusters Score -617288.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -617294.937500 Penalty: 2832.820801
	Iteration 61Q: 3 clusters Score -617294.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -617300.562500 Penalty: 2832.820801
	Iteration 62Q: 3 clusters Score -617300.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -617306.625000 Penalty: 2832.820801
	Iteration 63Q: 3 clusters Score -617306.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -617307.000000 Penalty: 2832.820801
	Iteration 64Q: 3 clusters Score -617307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -617310.062500 Penalty: 2832.820801
	Iteration 65Q: 3 clusters Score -617310.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -617312.750000 Penalty: 2832.820801
	Iteration 66Q: 3 clusters Score -617312.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -617312.562500 Penalty: 2832.820801
	Iteration 67Q: 3 clusters Score -617312.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -617312.562500 Penalty: 2832.820801
	Iteration 68F: 3 clusters Score -617312.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (52563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52563 members 
Entering Unmasked Estep 
Score: -6271287.500000 Penalty: 1766.337280
	Iteration 0F: 2 clusters Score -6271288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -6237007.500000 Penalty: 3532.674561
	Iteration 0F: 3 clusters Score -6237008 nChanged 24414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -6250914.000000 Penalty: 3532.674561
	Iteration 1F: 3 clusters Score -6250914 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
Score: -6251349.500000 Penalty: 3532.674561
	Iteration 2Q: 3 clusters Score -6251350 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 29386 members 
Entering Unmasked Estep 
Score: -6251846.000000 Penalty: 3532.674561
	Iteration 3Q: 3 clusters Score -6251846 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 30953 members 
Entering Unmasked Estep 
Score: -6252562.000000 Penalty: 3532.674561
	Iteration 4Q: 3 clusters Score -6252562 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 33108 members 
Entering Unmasked Estep 
Score: -6253588.000000 Penalty: 3532.674561
	Iteration 5Q: 3 clusters Score -6253588 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 36101 members 
Entering Unmasked Estep 
Score: -6255387.000000 Penalty: 3532.674561
	Iteration 6F: 3 clusters Score -6255387 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 39941 members 
Entering Unmasked Estep 
Score: -6258150.500000 Penalty: 3532.674561
	Iteration 7F: 3 clusters Score -6258150 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 44009 members 
Entering Unmasked Estep 
Score: -6261499.500000 Penalty: 3532.674561
	Iteration 8F: 3 clusters Score -6261500 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 47496 members 
Entering Unmasked Estep 
Score: -6264731.500000 Penalty: 3532.674561
	Iteration 9F: 3 clusters Score -6264732 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 49789 members 
Entering Unmasked Estep 
Score: -6267055.000000 Penalty: 3532.674561
	Iteration 10Q: 3 clusters Score -6267055 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 51001 members 
Entering Unmasked Estep 
Score: -6268368.000000 Penalty: 3532.674561
	Iteration 11Q: 3 clusters Score -6268368 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 51619 members 
Entering Unmasked Estep 
Score: -6268983.000000 Penalty: 3532.674561
	Iteration 12Q: 3 clusters Score -6268983 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 51918 members 
Entering Unmasked Estep 
Score: -6269292.000000 Penalty: 3532.674561
	Iteration 13Q: 3 clusters Score -6269292 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 52067 members 
Entering Unmasked Estep 
Score: -6269446.500000 Penalty: 3532.674561
	Iteration 14Q: 3 clusters Score -6269446 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 52137 members 
Entering Unmasked Estep 
Score: -6269532.000000 Penalty: 3532.674561
	Iteration 15Q: 3 clusters Score -6269532 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 52168 members 
Entering Unmasked Estep 
Score: -6269600.500000 Penalty: 3532.674561
	Iteration 16Q: 3 clusters Score -6269600 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 52187 members 
Entering Unmasked Estep 
Score: -6269632.500000 Penalty: 3532.674561
	Iteration 17Q: 3 clusters Score -6269632 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 52196 members 
Entering Unmasked Estep 
Score: -6269644.000000 Penalty: 3532.674561
	Iteration 18Q: 3 clusters Score -6269644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 52199 members 
Entering Unmasked Estep 
Score: -6269653.500000 Penalty: 3532.674561
	Iteration 19Q: 3 clusters Score -6269654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 52206 members 
Entering Unmasked Estep 
Score: -6269664.500000 Penalty: 3532.674561
	Iteration 20F: 3 clusters Score -6269664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 52213 members 
Entering Unmasked Estep 
Score: -6269684.000000 Penalty: 3532.674561
	Iteration 21Q: 3 clusters Score -6269684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 52213 members 
Entering Unmasked Estep 
Score: -6269691.500000 Penalty: 3532.674561
	Iteration 22Q: 3 clusters Score -6269692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 52213 members 
Entering Unmasked Estep 
Score: -6269709.500000 Penalty: 3532.674561
	Iteration 23Q: 3 clusters Score -6269710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 52216 members 
Entering Unmasked Estep 
Score: -6269708.000000 Penalty: 3532.674561
	Iteration 24Q: 3 clusters Score -6269708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 52220 members 
Entering Unmasked Estep 
Score: -6269707.000000 Penalty: 3532.674561
	Iteration 25Q: 3 clusters Score -6269707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 52219 members 
Entering Unmasked Estep 
Score: -6269711.000000 Penalty: 3532.674561
	Iteration 26Q: 3 clusters Score -6269711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 52218 members 
Entering Unmasked Estep 
Score: -6269709.000000 Penalty: 3532.674561
	Iteration 27Q: 3 clusters Score -6269709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 52217 members 
Entering Unmasked Estep 
Score: -6269721.000000 Penalty: 3532.674561
	Iteration 28Q: 3 clusters Score -6269721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 52216 members 
Entering Unmasked Estep 
Score: -6269716.500000 Penalty: 3532.674561
	Iteration 29Q: 3 clusters Score -6269716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 52216 members 
Entering Unmasked Estep 
Score: -6269716.500000 Penalty: 3532.674561
	Iteration 30F: 3 clusters Score -6269716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (24978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Entering Unmasked Estep 
Score: -2912935.750000 Penalty: 1645.434448
	Iteration 0F: 2 clusters Score -2912936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -2895936.000000 Penalty: 3290.868896
	Iteration 0F: 3 clusters Score -2895936 nChanged 11425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -2902385.000000 Penalty: 3290.868896
	Iteration 1F: 3 clusters Score -2902385 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -2902894.000000 Penalty: 3290.868896
	Iteration 2F: 3 clusters Score -2902894 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -2903583.250000 Penalty: 3290.868896
	Iteration 3F: 3 clusters Score -2903583 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -2904579.250000 Penalty: 3290.868896
	Iteration 4F: 3 clusters Score -2904579 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -2905991.250000 Penalty: 3290.868896
	Iteration 5F: 3 clusters Score -2905991 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -2907779.750000 Penalty: 3290.868896
	Iteration 6F: 3 clusters Score -2907780 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -2909453.750000 Penalty: 3290.868896
	Iteration 7F: 3 clusters Score -2909454 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -2910590.000000 Penalty: 3290.868896
	Iteration 8Q: 3 clusters Score -2910590 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -2911102.500000 Penalty: 3290.868896
	Iteration 9Q: 3 clusters Score -2911102 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -2911308.250000 Penalty: 3290.868896
	Iteration 10Q: 3 clusters Score -2911308 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -2911390.250000 Penalty: 3290.868896
	Iteration 11Q: 3 clusters Score -2911390 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -2911427.500000 Penalty: 3290.868896
	Iteration 12Q: 3 clusters Score -2911428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -2911452.000000 Penalty: 3290.868896
	Iteration 13Q: 3 clusters Score -2911452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -2911455.250000 Penalty: 3290.868896
	Iteration 14Q: 3 clusters Score -2911455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -2911458.000000 Penalty: 3290.868896
	Iteration 15Q: 3 clusters Score -2911458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -2911462.500000 Penalty: 3290.868896
	Iteration 16Q: 3 clusters Score -2911462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -2911466.000000 Penalty: 3290.868896
	Iteration 17Q: 3 clusters Score -2911466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -2911469.250000 Penalty: 3290.868896
	Iteration 18Q: 3 clusters Score -2911469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -2911469.250000 Penalty: 3290.868896
	Iteration 19F: 3 clusters Score -2911469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Entering Unmasked Estep 
Score: -697067.562500 Penalty: 1413.562744
	Iteration 0F: 2 clusters Score -697067.6 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 3048 members 
Entering Unmasked Estep 
Score: -692420.125000 Penalty: 2827.125488
	Iteration 0F: 3 clusters Score -692420.1 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -693763.875000 Penalty: 2827.125488
	Iteration 1F: 3 clusters Score -693763.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -693939.187500 Penalty: 2827.125488
	Iteration 2F: 3 clusters Score -693939.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -694039.437500 Penalty: 2827.125488
	Iteration 3Q: 3 clusters Score -694039.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -694105.375000 Penalty: 2827.125488
	Iteration 4Q: 3 clusters Score -694105.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -694157.750000 Penalty: 2827.125488
	Iteration 5Q: 3 clusters Score -694157.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -694204.875000 Penalty: 2827.125488
	Iteration 6Q: 3 clusters Score -694204.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -694243.500000 Penalty: 2827.125488
	Iteration 7Q: 3 clusters Score -694243.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -694271.937500 Penalty: 2827.125488
	Iteration 8Q: 3 clusters Score -694271.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -694309.312500 Penalty: 2827.125488
	Iteration 9Q: 3 clusters Score -694309.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -694366.812500 Penalty: 2827.125488
	Iteration 10Q: 3 clusters Score -694366.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -694440.187500 Penalty: 2827.125488
	Iteration 11Q: 3 clusters Score -694440.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -694513.000000 Penalty: 2827.125488
	Iteration 12Q: 3 clusters Score -694513 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -694587.437500 Penalty: 2827.125488
	Iteration 13Q: 3 clusters Score -694587.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -694664.562500 Penalty: 2827.125488
	Iteration 14Q: 3 clusters Score -694664.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -694760.437500 Penalty: 2827.125488
	Iteration 15Q: 3 clusters Score -694760.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -694848.187500 Penalty: 2827.125488
	Iteration 16Q: 3 clusters Score -694848.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -694921.812500 Penalty: 2827.125488
	Iteration 17Q: 3 clusters Score -694921.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -694991.875000 Penalty: 2827.125488
	Iteration 18Q: 3 clusters Score -694991.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -695061.125000 Penalty: 2827.125488
	Iteration 19Q: 3 clusters Score -695061.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -695125.937500 Penalty: 2827.125488
	Iteration 20F: 3 clusters Score -695125.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -695178.687500 Penalty: 2827.125488
	Iteration 21Q: 3 clusters Score -695178.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -695219.062500 Penalty: 2827.125488
	Iteration 22Q: 3 clusters Score -695219.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -695255.250000 Penalty: 2827.125488
	Iteration 23Q: 3 clusters Score -695255.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -695291.062500 Penalty: 2827.125488
	Iteration 24Q: 3 clusters Score -695291.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -695325.250000 Penalty: 2827.125488
	Iteration 25Q: 3 clusters Score -695325.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -695355.500000 Penalty: 2827.125488
	Iteration 26Q: 3 clusters Score -695355.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -695384.062500 Penalty: 2827.125488
	Iteration 27Q: 3 clusters Score -695384.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -695407.437500 Penalty: 2827.125488
	Iteration 28Q: 3 clusters Score -695407.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -695427.125000 Penalty: 2827.125488
	Iteration 29Q: 3 clusters Score -695427.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -695442.312500 Penalty: 2827.125488
	Iteration 30Q: 3 clusters Score -695442.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -695464.250000 Penalty: 2827.125488
	Iteration 31Q: 3 clusters Score -695464.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -695488.000000 Penalty: 2827.125488
	Iteration 32Q: 3 clusters Score -695488 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -695516.125000 Penalty: 2827.125488
	Iteration 33Q: 3 clusters Score -695516.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -695542.687500 Penalty: 2827.125488
	Iteration 34Q: 3 clusters Score -695542.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -695568.187500 Penalty: 2827.125488
	Iteration 35Q: 3 clusters Score -695568.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -695586.937500 Penalty: 2827.125488
	Iteration 36Q: 3 clusters Score -695586.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -695605.937500 Penalty: 2827.125488
	Iteration 37Q: 3 clusters Score -695605.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -695618.812500 Penalty: 2827.125488
	Iteration 38Q: 3 clusters Score -695618.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -695634.437500 Penalty: 2827.125488
	Iteration 39Q: 3 clusters Score -695634.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -695649.687500 Penalty: 2827.125488
	Iteration 40F: 3 clusters Score -695649.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -695667.687500 Penalty: 2827.125488
	Iteration 41Q: 3 clusters Score -695667.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -695680.187500 Penalty: 2827.125488
	Iteration 42Q: 3 clusters Score -695680.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -695685.875000 Penalty: 2827.125488
	Iteration 43Q: 3 clusters Score -695685.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -695695.000000 Penalty: 2827.125488
	Iteration 44Q: 3 clusters Score -695695 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -695704.375000 Penalty: 2827.125488
	Iteration 45Q: 3 clusters Score -695704.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -695720.750000 Penalty: 2827.125488
	Iteration 46Q: 3 clusters Score -695720.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -695737.937500 Penalty: 2827.125488
	Iteration 47Q: 3 clusters Score -695737.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -695751.875000 Penalty: 2827.125488
	Iteration 48Q: 3 clusters Score -695751.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -695762.375000 Penalty: 2827.125488
	Iteration 49Q: 3 clusters Score -695762.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -695769.062500 Penalty: 2827.125488
	Iteration 50Q: 3 clusters Score -695769.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -695773.250000 Penalty: 2827.125488
	Iteration 51Q: 3 clusters Score -695773.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -695778.187500 Penalty: 2827.125488
	Iteration 52Q: 3 clusters Score -695778.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -695783.437500 Penalty: 2827.125488
	Iteration 53Q: 3 clusters Score -695783.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -695788.437500 Penalty: 2827.125488
	Iteration 54Q: 3 clusters Score -695788.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -695793.750000 Penalty: 2827.125488
	Iteration 55Q: 3 clusters Score -695793.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -695797.437500 Penalty: 2827.125488
	Iteration 56Q: 3 clusters Score -695797.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -695804.125000 Penalty: 2827.125488
	Iteration 57Q: 3 clusters Score -695804.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -695808.812500 Penalty: 2827.125488
	Iteration 58Q: 3 clusters Score -695808.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -695811.687500 Penalty: 2827.125488
	Iteration 59Q: 3 clusters Score -695811.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -695814.625000 Penalty: 2827.125488
	Iteration 60F: 3 clusters Score -695814.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -695816.562500 Penalty: 2827.125488
	Iteration 61Q: 3 clusters Score -695816.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -695817.687500 Penalty: 2827.125488
	Iteration 62Q: 3 clusters Score -695817.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -695818.062500 Penalty: 2827.125488
	Iteration 63Q: 3 clusters Score -695818.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -695818.375000 Penalty: 2827.125488
	Iteration 64Q: 3 clusters Score -695818.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -695818.375000 Penalty: 2827.125488
	Iteration 65F: 3 clusters Score -695818.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Entering Unmasked Estep 
Score: -438059.531250 Penalty: 1336.600708
	Iteration 0F: 2 clusters Score -438059.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -434881.343750 Penalty: 2673.201416
	Iteration 0F: 3 clusters Score -434881.3 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -435781.531250 Penalty: 2673.201416
	Iteration 1F: 3 clusters Score -435781.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -436017.406250 Penalty: 2673.201416
	Iteration 2F: 3 clusters Score -436017.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -436181.656250 Penalty: 2673.201416
	Iteration 3F: 3 clusters Score -436181.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -436312.187500 Penalty: 2673.201416
	Iteration 4F: 3 clusters Score -436312.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -436411.875000 Penalty: 2673.201416
	Iteration 5Q: 3 clusters Score -436411.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -436498.687500 Penalty: 2673.201416
	Iteration 6Q: 3 clusters Score -436498.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -436591.812500 Penalty: 2673.201416
	Iteration 7Q: 3 clusters Score -436591.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -436669.437500 Penalty: 2673.201416
	Iteration 8Q: 3 clusters Score -436669.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -436754.531250 Penalty: 2673.201416
	Iteration 9Q: 3 clusters Score -436754.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -436810.406250 Penalty: 2673.201416
	Iteration 10Q: 3 clusters Score -436810.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -436859.343750 Penalty: 2673.201416
	Iteration 11Q: 3 clusters Score -436859.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -436903.281250 Penalty: 2673.201416
	Iteration 12Q: 3 clusters Score -436903.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -436947.906250 Penalty: 2673.201416
	Iteration 13Q: 3 clusters Score -436947.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -436979.812500 Penalty: 2673.201416
	Iteration 14Q: 3 clusters Score -436979.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -437015.218750 Penalty: 2673.201416
	Iteration 15Q: 3 clusters Score -437015.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -437037.343750 Penalty: 2673.201416
	Iteration 16Q: 3 clusters Score -437037.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -437055.000000 Penalty: 2673.201416
	Iteration 17Q: 3 clusters Score -437055 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -437073.531250 Penalty: 2673.201416
	Iteration 18Q: 3 clusters Score -437073.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -437089.843750 Penalty: 2673.201416
	Iteration 19Q: 3 clusters Score -437089.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -437099.593750 Penalty: 2673.201416
	Iteration 20F: 3 clusters Score -437099.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -437105.343750 Penalty: 2673.201416
	Iteration 21Q: 3 clusters Score -437105.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -437112.093750 Penalty: 2673.201416
	Iteration 22Q: 3 clusters Score -437112.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -437115.062500 Penalty: 2673.201416
	Iteration 23Q: 3 clusters Score -437115.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -437119.718750 Penalty: 2673.201416
	Iteration 24Q: 3 clusters Score -437119.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -437121.562500 Penalty: 2673.201416
	Iteration 25Q: 3 clusters Score -437121.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -437123.875000 Penalty: 2673.201416
	Iteration 26Q: 3 clusters Score -437123.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -437126.250000 Penalty: 2673.201416
	Iteration 27Q: 3 clusters Score -437126.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -437126.843750 Penalty: 2673.201416
	Iteration 28Q: 3 clusters Score -437126.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -437126.843750 Penalty: 2673.201416
	Iteration 29F: 3 clusters Score -437126.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -27366.781250 Penalty: 968.244019
	Iteration 0F: 2 clusters Score -27366.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -26525.037109 Penalty: 1936.488037
	Iteration 0F: 3 clusters Score -26525.04 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -26789.824219 Penalty: 1936.488037
	Iteration 1F: 3 clusters Score -26789.82 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -26916.380859 Penalty: 1936.488037
	Iteration 2F: 3 clusters Score -26916.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -26994.611328 Penalty: 1936.488037
	Iteration 3Q: 3 clusters Score -26994.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -27027.826172 Penalty: 1936.488037
	Iteration 4Q: 3 clusters Score -27027.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -27050.300781 Penalty: 1936.488037
	Iteration 5Q: 3 clusters Score -27050.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -27068.615234 Penalty: 1936.488037
	Iteration 6Q: 3 clusters Score -27068.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -27075.748047 Penalty: 1936.488037
	Iteration 7Q: 3 clusters Score -27075.75 nChanged 3
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: -27078.390625 Penalty: 1936.488037
	Iteration 8Q: 3 clusters Score -27078.39 nChanged 0
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: -27078.390625 Penalty: 1936.488037
	Iteration 9F: 3 clusters Score -27078.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Entering Unmasked Estep 
Score: -153655.359375 Penalty: 1179.949097
	Iteration 0F: 2 clusters Score -153655.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -151959.187500 Penalty: 2359.898193
	Iteration 0F: 3 clusters Score -151959.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -152289.359375 Penalty: 2359.898193
	Iteration 1F: 3 clusters Score -152289.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -152398.781250 Penalty: 2359.898193
	Iteration 2F: 3 clusters Score -152398.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -152467.109375 Penalty: 2359.898193
	Iteration 3Q: 3 clusters Score -152467.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -152549.671875 Penalty: 2359.898193
	Iteration 4Q: 3 clusters Score -152549.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -152608.734375 Penalty: 2359.898193
	Iteration 5Q: 3 clusters Score -152608.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -152644.953125 Penalty: 2359.898193
	Iteration 6Q: 3 clusters Score -152645 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -152666.859375 Penalty: 2359.898193
	Iteration 7Q: 3 clusters Score -152666.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -152677.750000 Penalty: 2359.898193
	Iteration 8Q: 3 clusters Score -152677.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -152691.718750 Penalty: 2359.898193
	Iteration 9Q: 3 clusters Score -152691.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -152707.484375 Penalty: 2359.898193
	Iteration 10Q: 3 clusters Score -152707.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -152730.718750 Penalty: 2359.898193
	Iteration 11Q: 3 clusters Score -152730.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -152751.796875 Penalty: 2359.898193
	Iteration 12Q: 3 clusters Score -152751.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -152771.562500 Penalty: 2359.898193
	Iteration 13Q: 3 clusters Score -152771.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -152790.968750 Penalty: 2359.898193
	Iteration 14Q: 3 clusters Score -152791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -152799.703125 Penalty: 2359.898193
	Iteration 15Q: 3 clusters Score -152799.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -152808.468750 Penalty: 2359.898193
	Iteration 16Q: 3 clusters Score -152808.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -152812.703125 Penalty: 2359.898193
	Iteration 17Q: 3 clusters Score -152812.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -152816.546875 Penalty: 2359.898193
	Iteration 18Q: 3 clusters Score -152816.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -152821.703125 Penalty: 2359.898193
	Iteration 19Q: 3 clusters Score -152821.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -152824.562500 Penalty: 2359.898193
	Iteration 20F: 3 clusters Score -152824.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -152825.718750 Penalty: 2359.898193
	Iteration 21Q: 3 clusters Score -152825.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -152827.421875 Penalty: 2359.898193
	Iteration 22Q: 3 clusters Score -152827.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -152827.953125 Penalty: 2359.898193
	Iteration 23Q: 3 clusters Score -152828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -152827.953125 Penalty: 2359.898193
	Iteration 24F: 3 clusters Score -152828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (36254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36254 members 
Entering Unmasked Estep 
Score: -4243972.000000 Penalty: 1705.974609
	Iteration 0F: 2 clusters Score -4243972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -4219554.500000 Penalty: 3411.949219
	Iteration 0F: 3 clusters Score -4219554 nChanged 16857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -4229145.000000 Penalty: 3411.949219
	Iteration 1F: 3 clusters Score -4229145 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -4229613.000000 Penalty: 3411.949219
	Iteration 2Q: 3 clusters Score -4229613 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -4230085.000000 Penalty: 3411.949219
	Iteration 3Q: 3 clusters Score -4230085 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -4230621.500000 Penalty: 3411.949219
	Iteration 4Q: 3 clusters Score -4230622 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -4231351.500000 Penalty: 3411.949219
	Iteration 5Q: 3 clusters Score -4231352 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -4232370.500000 Penalty: 3411.949219
	Iteration 6F: 3 clusters Score -4232370 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -4233706.000000 Penalty: 3411.949219
	Iteration 7F: 3 clusters Score -4233706 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -4235495.000000 Penalty: 3411.949219
	Iteration 8F: 3 clusters Score -4235495 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30754 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -4237564.500000 Penalty: 3411.949219
	Iteration 9F: 3 clusters Score -4237564 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -4239369.500000 Penalty: 3411.949219
	Iteration 10F: 3 clusters Score -4239370 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34280 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -4240808.000000 Penalty: 3411.949219
	Iteration 11Q: 3 clusters Score -4240808 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -4241677.500000 Penalty: 3411.949219
	Iteration 12Q: 3 clusters Score -4241678 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35642 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4242034.500000 Penalty: 3411.949219
	Iteration 13Q: 3 clusters Score -4242034 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35834 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -4242184.500000 Penalty: 3411.949219
	Iteration 14Q: 3 clusters Score -4242184 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35920 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -4242273.000000 Penalty: 3411.949219
	Iteration 15Q: 3 clusters Score -4242273 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35962 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4242317.500000 Penalty: 3411.949219
	Iteration 16Q: 3 clusters Score -4242318 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35987 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -4242346.500000 Penalty: 3411.949219
	Iteration 17Q: 3 clusters Score -4242346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36001 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -4242373.500000 Penalty: 3411.949219
	Iteration 18Q: 3 clusters Score -4242374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36014 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -4242412.000000 Penalty: 3411.949219
	Iteration 19Q: 3 clusters Score -4242412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36027 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -4242426.000000 Penalty: 3411.949219
	Iteration 20F: 3 clusters Score -4242426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -4242427.000000 Penalty: 3411.949219
	Iteration 21Q: 3 clusters Score -4242427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36038 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -4242433.000000 Penalty: 3411.949219
	Iteration 22Q: 3 clusters Score -4242433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36040 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4242434.000000 Penalty: 3411.949219
	Iteration 23Q: 3 clusters Score -4242434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36040 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4242437.000000 Penalty: 3411.949219
	Iteration 24Q: 3 clusters Score -4242437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36040 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4242437.000000 Penalty: 3411.949219
	Iteration 25Q: 3 clusters Score -4242437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36040 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4242440.500000 Penalty: 3411.949219
	Iteration 26Q: 3 clusters Score -4242440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36040 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4242440.500000 Penalty: 3411.949219
	Iteration 27F: 3 clusters Score -4242440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Entering Unmasked Estep 
Score: -121715.640625 Penalty: 1156.282104
	Iteration 0F: 2 clusters Score -121715.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -120106.343750 Penalty: 2312.564209
	Iteration 0F: 3 clusters Score -120106.3 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -120492.750000 Penalty: 2312.564209
	Iteration 1F: 3 clusters Score -120492.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -120635.054688 Penalty: 2312.564209
	Iteration 2F: 3 clusters Score -120635.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -120734.328125 Penalty: 2312.564209
	Iteration 3F: 3 clusters Score -120734.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -120831.585938 Penalty: 2312.564209
	Iteration 4F: 3 clusters Score -120831.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -120899.812500 Penalty: 2312.564209
	Iteration 5Q: 3 clusters Score -120899.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -120966.398438 Penalty: 2312.564209
	Iteration 6Q: 3 clusters Score -120966.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -120998.671875 Penalty: 2312.564209
	Iteration 7Q: 3 clusters Score -120998.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -121021.804688 Penalty: 2312.564209
	Iteration 8Q: 3 clusters Score -121021.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -121034.414062 Penalty: 2312.564209
	Iteration 9Q: 3 clusters Score -121034.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -121040.851562 Penalty: 2312.564209
	Iteration 10Q: 3 clusters Score -121040.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -121048.468750 Penalty: 2312.564209
	Iteration 11Q: 3 clusters Score -121048.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -121055.367188 Penalty: 2312.564209
	Iteration 12Q: 3 clusters Score -121055.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -121066.304688 Penalty: 2312.564209
	Iteration 13Q: 3 clusters Score -121066.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -121074.726562 Penalty: 2312.564209
	Iteration 14Q: 3 clusters Score -121074.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -121087.156250 Penalty: 2312.564209
	Iteration 15Q: 3 clusters Score -121087.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -121095.820312 Penalty: 2312.564209
	Iteration 16Q: 3 clusters Score -121095.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -121108.406250 Penalty: 2312.564209
	Iteration 17Q: 3 clusters Score -121108.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -121116.859375 Penalty: 2312.564209
	Iteration 18Q: 3 clusters Score -121116.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -121122.757812 Penalty: 2312.564209
	Iteration 19Q: 3 clusters Score -121122.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -121127.164062 Penalty: 2312.564209
	Iteration 20F: 3 clusters Score -121127.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -121131.460938 Penalty: 2312.564209
	Iteration 21Q: 3 clusters Score -121131.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -121131.812500 Penalty: 2312.564209
	Iteration 22Q: 3 clusters Score -121131.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -121131.812500 Penalty: 2312.564209
	Iteration 23F: 3 clusters Score -121131.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (108964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108964 members 
Entering Unmasked Estep 
Score: -12961397.000000 Penalty: 1884.800659
	Iteration 0F: 2 clusters Score -1.29614e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54338 members 
Mstep: Class 2 contains 54626 members 
Entering Unmasked Estep 
Score: -12891714.000000 Penalty: 3769.601318
	Iteration 0F: 3 clusters Score -1.289171e+07 nChanged 52378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52344 members 
Mstep: Class 2 contains 56620 members 
Entering Unmasked Estep 
Score: -12922275.000000 Penalty: 3769.601318
	Iteration 1F: 3 clusters Score -1.292228e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51184 members 
Mstep: Class 2 contains 57780 members 
Entering Unmasked Estep 
Score: -12922926.000000 Penalty: 3769.601318
	Iteration 2Q: 3 clusters Score -1.292293e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49463 members 
Mstep: Class 2 contains 59501 members 
Entering Unmasked Estep 
Score: -12923770.000000 Penalty: 3769.601318
	Iteration 3Q: 3 clusters Score -1.292377e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46878 members 
Mstep: Class 2 contains 62086 members 
Entering Unmasked Estep 
Score: -12925088.000000 Penalty: 3769.601318
	Iteration 4Q: 3 clusters Score -1.292509e+07 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43162 members 
Mstep: Class 2 contains 65802 members 
Entering Unmasked Estep 
Score: -12927117.000000 Penalty: 3769.601318
	Iteration 5Q: 3 clusters Score -1.292712e+07 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37931 members 
Mstep: Class 2 contains 71033 members 
Entering Unmasked Estep 
Score: -12930529.000000 Penalty: 3769.601318
	Iteration 6F: 3 clusters Score -1.293053e+07 nChanged 7163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31366 members 
Mstep: Class 2 contains 77598 members 
Entering Unmasked Estep 
Score: -12935755.000000 Penalty: 3769.601318
	Iteration 7F: 3 clusters Score -1.293576e+07 nChanged 7541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 84451 members 
Entering Unmasked Estep 
Score: -12942789.000000 Penalty: 3769.601318
	Iteration 8F: 3 clusters Score -1.294279e+07 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 90188 members 
Entering Unmasked Estep 
Score: -12949363.000000 Penalty: 3769.601318
	Iteration 9F: 3 clusters Score -1.294936e+07 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 93938 members 
Entering Unmasked Estep 
Score: -12953800.000000 Penalty: 3769.601318
	Iteration 10Q: 3 clusters Score -1.29538e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 96007 members 
Entering Unmasked Estep 
Score: -12956102.000000 Penalty: 3769.601318
	Iteration 11Q: 3 clusters Score -1.29561e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 97358 members 
Entering Unmasked Estep 
Score: -12957323.000000 Penalty: 3769.601318
	Iteration 12Q: 3 clusters Score -1.295732e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 98421 members 
Entering Unmasked Estep 
Score: -12958044.000000 Penalty: 3769.601318
	Iteration 13Q: 3 clusters Score -1.295804e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 99291 members 
Entering Unmasked Estep 
Score: -12958450.000000 Penalty: 3769.601318
	Iteration 14Q: 3 clusters Score -1.295845e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 100019 members 
Entering Unmasked Estep 
Score: -12958716.000000 Penalty: 3769.601318
	Iteration 15Q: 3 clusters Score -1.295872e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 100668 members 
Entering Unmasked Estep 
Score: -12958898.000000 Penalty: 3769.601318
	Iteration 16Q: 3 clusters Score -1.29589e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 101236 members 
Entering Unmasked Estep 
Score: -12959030.000000 Penalty: 3769.601318
	Iteration 17Q: 3 clusters Score -1.295903e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 101703 members 
Entering Unmasked Estep 
Score: -12959103.000000 Penalty: 3769.601318
	Iteration 18Q: 3 clusters Score -1.29591e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 102130 members 
Entering Unmasked Estep 
Score: -12959188.000000 Penalty: 3769.601318
	Iteration 19Q: 3 clusters Score -1.295919e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 102522 members 
Entering Unmasked Estep 
Score: -12959347.000000 Penalty: 3769.601318
	Iteration 20F: 3 clusters Score -1.295935e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 102917 members 
Entering Unmasked Estep 
Score: -12959387.000000 Penalty: 3769.601318
	Iteration 21Q: 3 clusters Score -1.295939e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 103290 members 
Entering Unmasked Estep 
Score: -12959428.000000 Penalty: 3769.601318
	Iteration 22Q: 3 clusters Score -1.295943e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 103627 members 
Entering Unmasked Estep 
Score: -12959482.000000 Penalty: 3769.601318
	Iteration 23Q: 3 clusters Score -1.295948e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 103937 members 
Entering Unmasked Estep 
Score: -12959465.000000 Penalty: 3769.601318
	Iteration 24Q: 3 clusters Score -1.295946e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 104236 members 
Entering Unmasked Estep 
Score: -12959525.000000 Penalty: 3769.601318
	Iteration 25Q: 3 clusters Score -1.295952e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 104485 members 
Entering Unmasked Estep 
Score: -12959516.000000 Penalty: 3769.601318
	Iteration 26Q: 3 clusters Score -1.295952e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 104726 members 
Entering Unmasked Estep 
Score: -12959538.000000 Penalty: 3769.601318
	Iteration 27Q: 3 clusters Score -1.295954e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 104944 members 
Entering Unmasked Estep 
Score: -12959565.000000 Penalty: 3769.601318
	Iteration 28Q: 3 clusters Score -1.295956e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 105183 members 
Entering Unmasked Estep 
Score: -12959613.000000 Penalty: 3769.601318
	Iteration 29Q: 3 clusters Score -1.295961e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 105422 members 
Entering Unmasked Estep 
Score: -12959626.000000 Penalty: 3769.601318
	Iteration 30Q: 3 clusters Score -1.295963e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 105661 members 
Entering Unmasked Estep 
Score: -12959654.000000 Penalty: 3769.601318
	Iteration 31Q: 3 clusters Score -1.295965e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 105875 members 
Entering Unmasked Estep 
Score: -12959691.000000 Penalty: 3769.601318
	Iteration 32Q: 3 clusters Score -1.295969e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 106079 members 
Entering Unmasked Estep 
Score: -12959737.000000 Penalty: 3769.601318
	Iteration 33Q: 3 clusters Score -1.295974e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 106274 members 
Entering Unmasked Estep 
Score: -12959755.000000 Penalty: 3769.601318
	Iteration 34Q: 3 clusters Score -1.295976e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 106460 members 
Entering Unmasked Estep 
Score: -12959743.000000 Penalty: 3769.601318
	Iteration 35Q: 3 clusters Score -1.295974e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 106634 members 
Entering Unmasked Estep 
Score: -12959799.000000 Penalty: 3769.601318
	Iteration 36Q: 3 clusters Score -1.29598e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 106773 members 
Entering Unmasked Estep 
Score: -12959782.000000 Penalty: 3769.601318
	Iteration 37Q: 3 clusters Score -1.295978e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 106899 members 
Entering Unmasked Estep 
Score: -12959839.000000 Penalty: 3769.601318
	Iteration 38Q: 3 clusters Score -1.295984e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 107022 members 
Entering Unmasked Estep 
Score: -12959824.000000 Penalty: 3769.601318
	Iteration 39Q: 3 clusters Score -1.295982e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 107124 members 
Entering Unmasked Estep 
Score: -12959827.000000 Penalty: 3769.601318
	Iteration 40F: 3 clusters Score -1.295983e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 107236 members 
Entering Unmasked Estep 
Score: -12959848.000000 Penalty: 3769.601318
	Iteration 41Q: 3 clusters Score -1.295985e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 107331 members 
Entering Unmasked Estep 
Score: -12959869.000000 Penalty: 3769.601318
	Iteration 42Q: 3 clusters Score -1.295987e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 107409 members 
Entering Unmasked Estep 
Score: -12959887.000000 Penalty: 3769.601318
	Iteration 43Q: 3 clusters Score -1.295989e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 107487 members 
Entering Unmasked Estep 
Score: -12959913.000000 Penalty: 3769.601318
	Iteration 44Q: 3 clusters Score -1.295991e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 107554 members 
Entering Unmasked Estep 
Score: -12959915.000000 Penalty: 3769.601318
	Iteration 45Q: 3 clusters Score -1.295992e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 107625 members 
Entering Unmasked Estep 
Score: -12959943.000000 Penalty: 3769.601318
	Iteration 46Q: 3 clusters Score -1.295994e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 107684 members 
Entering Unmasked Estep 
Score: -12959938.000000 Penalty: 3769.601318
	Iteration 47Q: 3 clusters Score -1.295994e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 107741 members 
Entering Unmasked Estep 
Score: -12959953.000000 Penalty: 3769.601318
	Iteration 48Q: 3 clusters Score -1.295995e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 107779 members 
Entering Unmasked Estep 
Score: -12959962.000000 Penalty: 3769.601318
	Iteration 49Q: 3 clusters Score -1.295996e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 107804 members 
Entering Unmasked Estep 
Score: -12959978.000000 Penalty: 3769.601318
	Iteration 50Q: 3 clusters Score -1.295998e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 107830 members 
Entering Unmasked Estep 
Score: -12959986.000000 Penalty: 3769.601318
	Iteration 51Q: 3 clusters Score -1.295999e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 107855 members 
Entering Unmasked Estep 
Score: -12959989.000000 Penalty: 3769.601318
	Iteration 52Q: 3 clusters Score -1.295999e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 107878 members 
Entering Unmasked Estep 
Score: -12959987.000000 Penalty: 3769.601318
	Iteration 53Q: 3 clusters Score -1.295999e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 107899 members 
Entering Unmasked Estep 
Score: -12959985.000000 Penalty: 3769.601318
	Iteration 54Q: 3 clusters Score -1.295998e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 107921 members 
Entering Unmasked Estep 
Score: -12959994.000000 Penalty: 3769.601318
	Iteration 55Q: 3 clusters Score -1.295999e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 107942 members 
Entering Unmasked Estep 
Score: -12959995.000000 Penalty: 3769.601318
	Iteration 56Q: 3 clusters Score -1.296e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 107962 members 
Entering Unmasked Estep 
Score: -12960009.000000 Penalty: 3769.601318
	Iteration 57Q: 3 clusters Score -1.296001e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 107980 members 
Entering Unmasked Estep 
Score: -12960001.000000 Penalty: 3769.601318
	Iteration 58Q: 3 clusters Score -1.296e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 107991 members 
Entering Unmasked Estep 
Score: -12960000.000000 Penalty: 3769.601318
	Iteration 59Q: 3 clusters Score -1.296e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 107998 members 
Entering Unmasked Estep 
Score: -12959986.000000 Penalty: 3769.601318
	Iteration 60F: 3 clusters Score -1.295999e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 108007 members 
Entering Unmasked Estep 
Score: -12959989.000000 Penalty: 3769.601318
	Iteration 61Q: 3 clusters Score -1.295999e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 108010 members 
Entering Unmasked Estep 
Score: -12959982.000000 Penalty: 3769.601318
	Iteration 62Q: 3 clusters Score -1.295998e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 108015 members 
Entering Unmasked Estep 
Score: -12959994.000000 Penalty: 3769.601318
	Iteration 63Q: 3 clusters Score -1.295999e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 108018 members 
Entering Unmasked Estep 
Score: -12959997.000000 Penalty: 3769.601318
	Iteration 64Q: 3 clusters Score -1.296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 108020 members 
Entering Unmasked Estep 
Score: -12959990.000000 Penalty: 3769.601318
	Iteration 65Q: 3 clusters Score -1.295999e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 108020 members 
Entering Unmasked Estep 
Score: -12959991.000000 Penalty: 3769.601318
	Iteration 66Q: 3 clusters Score -1.295999e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 108021 members 
Entering Unmasked Estep 
Score: -12959996.000000 Penalty: 3769.601318
	Iteration 67Q: 3 clusters Score -1.296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 108023 members 
Entering Unmasked Estep 
Score: -12959995.000000 Penalty: 3769.601318
	Iteration 68Q: 3 clusters Score -1.296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 108023 members 
Entering Unmasked Estep 
Score: -12960001.000000 Penalty: 3769.601318
	Iteration 69Q: 3 clusters Score -1.296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 108025 members 
Entering Unmasked Estep 
Score: -12959997.000000 Penalty: 3769.601318
	Iteration 70Q: 3 clusters Score -1.296e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 108025 members 
Entering Unmasked Estep 
Score: -12959997.000000 Penalty: 3769.601318
	Iteration 71F: 3 clusters Score -1.296e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -47952.968750 Penalty: 1008.240662
	Iteration 0F: 2 clusters Score -47952.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -46926.300781 Penalty: 2016.481323
	Iteration 0F: 3 clusters Score -46926.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -47148.894531 Penalty: 2016.481323
	Iteration 1F: 3 clusters Score -47148.89 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -47203.382812 Penalty: 2016.481323
	Iteration 2F: 3 clusters Score -47203.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -47227.429688 Penalty: 2016.481323
	Iteration 3Q: 3 clusters Score -47227.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -47248.988281 Penalty: 2016.481323
	Iteration 4Q: 3 clusters Score -47248.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -47274.085938 Penalty: 2016.481323
	Iteration 5Q: 3 clusters Score -47274.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -47304.929688 Penalty: 2016.481323
	Iteration 6Q: 3 clusters Score -47304.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -47325.281250 Penalty: 2016.481323
	Iteration 7Q: 3 clusters Score -47325.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -47332.765625 Penalty: 2016.481323
	Iteration 8Q: 3 clusters Score -47332.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -47340.781250 Penalty: 2016.481323
	Iteration 9Q: 3 clusters Score -47340.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -47343.855469 Penalty: 2016.481323
	Iteration 10Q: 3 clusters Score -47343.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -47344.785156 Penalty: 2016.481323
	Iteration 11Q: 3 clusters Score -47344.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -47344.785156 Penalty: 2016.481323
	Iteration 12F: 3 clusters Score -47344.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -26258.353516 Penalty: 940.370789
	Iteration 0F: 2 clusters Score -26258.35 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 193 members 
Entering Unmasked Estep 
Score: -25463.542969 Penalty: 1880.741577
	Iteration 0F: 3 clusters Score -25463.54 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -25608.417969 Penalty: 1880.741577
	Iteration 1F: 3 clusters Score -25608.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -25655.281250 Penalty: 1880.741577
	Iteration 2Q: 3 clusters Score -25655.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -25672.533203 Penalty: 1880.741577
	Iteration 3Q: 3 clusters Score -25672.53 nChanged 8
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: -25701.507812 Penalty: 1880.741577
	Iteration 4Q: 3 clusters Score -25701.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -25724.195312 Penalty: 1880.741577
	Iteration 5Q: 3 clusters Score -25724.2 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: -25739.650391 Penalty: 1880.741577
	Iteration 6Q: 3 clusters Score -25739.65 nChanged 0
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: -25739.650391 Penalty: 1880.741577
	Iteration 7F: 3 clusters Score -25739.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -50690.222656 Penalty: 1011.812195
	Iteration 0F: 2 clusters Score -50690.22 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 251 members 
Entering Unmasked Estep 
Score: -49657.253906 Penalty: 2023.624390
	Iteration 0F: 3 clusters Score -49657.25 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -49856.359375 Penalty: 2023.624390
	Iteration 1F: 3 clusters Score -49856.36 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -49923.500000 Penalty: 2023.624390
	Iteration 2F: 3 clusters Score -49923.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -50018.753906 Penalty: 2023.624390
	Iteration 3F: 3 clusters Score -50018.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -50085.187500 Penalty: 2023.624390
	Iteration 4Q: 3 clusters Score -50085.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -50136.843750 Penalty: 2023.624390
	Iteration 5Q: 3 clusters Score -50136.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -50190.320312 Penalty: 2023.624390
	Iteration 6Q: 3 clusters Score -50190.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -50207.464844 Penalty: 2023.624390
	Iteration 7Q: 3 clusters Score -50207.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -50210.472656 Penalty: 2023.624390
	Iteration 8Q: 3 clusters Score -50210.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -50210.472656 Penalty: 2023.624390
	Iteration 9F: 3 clusters Score -50210.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (18553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Entering Unmasked Estep 
Score: -2201300.500000 Penalty: 1597.112793
	Iteration 0F: 2 clusters Score -2201300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -2188591.250000 Penalty: 3194.225586
	Iteration 0F: 3 clusters Score -2188591 nChanged 8360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -2192952.000000 Penalty: 3194.225586
	Iteration 1F: 3 clusters Score -2192952 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -2193170.000000 Penalty: 3194.225586
	Iteration 2Q: 3 clusters Score -2193170 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -2193321.250000 Penalty: 3194.225586
	Iteration 3Q: 3 clusters Score -2193321 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -2193465.750000 Penalty: 3194.225586
	Iteration 4Q: 3 clusters Score -2193466 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -2193636.000000 Penalty: 3194.225586
	Iteration 5Q: 3 clusters Score -2193636 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -2193791.000000 Penalty: 3194.225586
	Iteration 6Q: 3 clusters Score -2193791 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -2193933.500000 Penalty: 3194.225586
	Iteration 7Q: 3 clusters Score -2193934 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -2194098.000000 Penalty: 3194.225586
	Iteration 8Q: 3 clusters Score -2194098 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -2194291.000000 Penalty: 3194.225586
	Iteration 9Q: 3 clusters Score -2194291 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -2194590.750000 Penalty: 3194.225586
	Iteration 10Q: 3 clusters Score -2194591 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -2194986.000000 Penalty: 3194.225586
	Iteration 11Q: 3 clusters Score -2194986 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -2195545.000000 Penalty: 3194.225586
	Iteration 12F: 3 clusters Score -2195545 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -2196306.500000 Penalty: 3194.225586
	Iteration 13F: 3 clusters Score -2196306 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -2197262.000000 Penalty: 3194.225586
	Iteration 14F: 3 clusters Score -2197262 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -2198192.750000 Penalty: 3194.225586
	Iteration 15F: 3 clusters Score -2198193 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -2198983.250000 Penalty: 3194.225586
	Iteration 16Q: 3 clusters Score -2198983 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -2199434.750000 Penalty: 3194.225586
	Iteration 17Q: 3 clusters Score -2199435 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -2199641.750000 Penalty: 3194.225586
	Iteration 18Q: 3 clusters Score -2199642 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -2199742.500000 Penalty: 3194.225586
	Iteration 19Q: 3 clusters Score -2199742 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -2199804.750000 Penalty: 3194.225586
	Iteration 20F: 3 clusters Score -2199805 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -2199825.500000 Penalty: 3194.225586
	Iteration 21Q: 3 clusters Score -2199826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -2199837.500000 Penalty: 3194.225586
	Iteration 22Q: 3 clusters Score -2199838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -2199850.500000 Penalty: 3194.225586
	Iteration 23Q: 3 clusters Score -2199850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -2199858.750000 Penalty: 3194.225586
	Iteration 24Q: 3 clusters Score -2199859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -2199862.500000 Penalty: 3194.225586
	Iteration 25Q: 3 clusters Score -2199862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -2199868.250000 Penalty: 3194.225586
	Iteration 26Q: 3 clusters Score -2199868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -2199874.000000 Penalty: 3194.225586
	Iteration 27Q: 3 clusters Score -2199874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -2199881.250000 Penalty: 3194.225586
	Iteration 28Q: 3 clusters Score -2199881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -2199884.000000 Penalty: 3194.225586
	Iteration 29Q: 3 clusters Score -2199884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -2199884.000000 Penalty: 3194.225586
	Iteration 30F: 3 clusters Score -2199884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (85254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85254 members 
Entering Unmasked Estep 
Score: -10116653.000000 Penalty: 1844.926025
	Iteration 0F: 2 clusters Score -1.011665e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42266 members 
Mstep: Class 2 contains 42988 members 
Entering Unmasked Estep 
Score: -10060165.000000 Penalty: 3689.852051
	Iteration 0F: 3 clusters Score -1.006016e+07 nChanged 40637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36497 members 
Mstep: Class 2 contains 48757 members 
Entering Unmasked Estep 
Score: -10084112.000000 Penalty: 3689.852051
	Iteration 1F: 3 clusters Score -1.008411e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 52389 members 
Entering Unmasked Estep 
Score: -10085723.000000 Penalty: 3689.852051
	Iteration 2Q: 3 clusters Score -1.008572e+07 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 57566 members 
Entering Unmasked Estep 
Score: -10088774.000000 Penalty: 3689.852051
	Iteration 3F: 3 clusters Score -1.008877e+07 nChanged 6792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 64268 members 
Entering Unmasked Estep 
Score: -10093484.000000 Penalty: 3689.852051
	Iteration 4F: 3 clusters Score -1.009348e+07 nChanged 7433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 71685 members 
Entering Unmasked Estep 
Score: -10099992.000000 Penalty: 3689.852051
	Iteration 5F: 3 clusters Score -1.009999e+07 nChanged 6417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 78098 members 
Entering Unmasked Estep 
Score: -10106754.000000 Penalty: 3689.852051
	Iteration 6F: 3 clusters Score -1.010675e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 82252 members 
Entering Unmasked Estep 
Score: -10111378.000000 Penalty: 3689.852051
	Iteration 7Q: 3 clusters Score -1.011138e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 84112 members 
Entering Unmasked Estep 
Score: -10113681.000000 Penalty: 3689.852051
	Iteration 8Q: 3 clusters Score -1.011368e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 84789 members 
Entering Unmasked Estep 
Score: -10114503.000000 Penalty: 3689.852051
	Iteration 9Q: 3 clusters Score -1.01145e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 84991 members 
Entering Unmasked Estep 
Score: -10114753.000000 Penalty: 3689.852051
	Iteration 10Q: 3 clusters Score -1.011475e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 85047 members 
Entering Unmasked Estep 
Score: -10114849.000000 Penalty: 3689.852051
	Iteration 11Q: 3 clusters Score -1.011485e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 85063 members 
Entering Unmasked Estep 
Score: -10114911.000000 Penalty: 3689.852051
	Iteration 12Q: 3 clusters Score -1.011491e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 85071 members 
Entering Unmasked Estep 
Score: -10114922.000000 Penalty: 3689.852051
	Iteration 13Q: 3 clusters Score -1.011492e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 85078 members 
Entering Unmasked Estep 
Score: -10114940.000000 Penalty: 3689.852051
	Iteration 14Q: 3 clusters Score -1.011494e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 85083 members 
Entering Unmasked Estep 
Score: -10114940.000000 Penalty: 3689.852051
	Iteration 15Q: 3 clusters Score -1.011494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 85081 members 
Entering Unmasked Estep 
Score: -10114941.000000 Penalty: 3689.852051
	Iteration 16Q: 3 clusters Score -1.011494e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 85082 members 
Entering Unmasked Estep 
Score: -10114940.000000 Penalty: 3689.852051
	Iteration 17Q: 3 clusters Score -1.011494e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 85085 members 
Entering Unmasked Estep 
Score: -10114953.000000 Penalty: 3689.852051
	Iteration 18Q: 3 clusters Score -1.011495e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 85086 members 
Entering Unmasked Estep 
Score: -10114964.000000 Penalty: 3689.852051
	Iteration 19Q: 3 clusters Score -1.011496e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 85087 members 
Entering Unmasked Estep 
Score: -10114968.000000 Penalty: 3689.852051
	Iteration 20F: 3 clusters Score -1.011497e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 85088 members 
Entering Unmasked Estep 
Score: -10114966.000000 Penalty: 3689.852051
	Iteration 21Q: 3 clusters Score -1.011497e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 85089 members 
Entering Unmasked Estep 
Score: -10114965.000000 Penalty: 3689.852051
	Iteration 22Q: 3 clusters Score -1.011496e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 85086 members 
Entering Unmasked Estep 
Score: -10114960.000000 Penalty: 3689.852051
	Iteration 23Q: 3 clusters Score -1.011496e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 85087 members 
Entering Unmasked Estep 
Score: -10114957.000000 Penalty: 3689.852051
	Iteration 24Q: 3 clusters Score -1.011496e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 85087 members 
Entering Unmasked Estep 
Score: -10114957.000000 Penalty: 3689.852051
	Iteration 25F: 3 clusters Score -1.011496e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (16605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Entering Unmasked Estep 
Score: -1982374.625000 Penalty: 1579.087036
	Iteration 0F: 2 clusters Score -1982375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1970960.625000 Penalty: 3158.174072
	Iteration 0F: 3 clusters Score -1970961 nChanged 7445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1974891.125000 Penalty: 3158.174072
	Iteration 1F: 3 clusters Score -1974891 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1975169.750000 Penalty: 3158.174072
	Iteration 2F: 3 clusters Score -1975170 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1975381.750000 Penalty: 3158.174072
	Iteration 3Q: 3 clusters Score -1975382 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1975600.125000 Penalty: 3158.174072
	Iteration 4Q: 3 clusters Score -1975600 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1975815.625000 Penalty: 3158.174072
	Iteration 5Q: 3 clusters Score -1975816 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1976113.250000 Penalty: 3158.174072
	Iteration 6Q: 3 clusters Score -1976113 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1976507.000000 Penalty: 3158.174072
	Iteration 7Q: 3 clusters Score -1976507 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1977080.250000 Penalty: 3158.174072
	Iteration 8F: 3 clusters Score -1977080 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1977897.500000 Penalty: 3158.174072
	Iteration 9F: 3 clusters Score -1977898 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1978868.625000 Penalty: 3158.174072
	Iteration 10F: 3 clusters Score -1978869 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1979829.125000 Penalty: 3158.174072
	Iteration 11F: 3 clusters Score -1979829 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1980435.375000 Penalty: 3158.174072
	Iteration 12Q: 3 clusters Score -1980435 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1980734.250000 Penalty: 3158.174072
	Iteration 13Q: 3 clusters Score -1980734 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1980863.000000 Penalty: 3158.174072
	Iteration 14Q: 3 clusters Score -1980863 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1980910.500000 Penalty: 3158.174072
	Iteration 15Q: 3 clusters Score -1980910 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1980941.875000 Penalty: 3158.174072
	Iteration 16Q: 3 clusters Score -1980942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1980961.125000 Penalty: 3158.174072
	Iteration 17Q: 3 clusters Score -1980961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -1980972.875000 Penalty: 3158.174072
	Iteration 18Q: 3 clusters Score -1980973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -1980985.500000 Penalty: 3158.174072
	Iteration 19Q: 3 clusters Score -1980986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -1980989.750000 Penalty: 3158.174072
	Iteration 20F: 3 clusters Score -1980990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Entering Unmasked Estep 
Score: -35181.851562 Penalty: 998.778503
	Iteration 0F: 2 clusters Score -35181.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -34174.652344 Penalty: 1997.557007
	Iteration 0F: 3 clusters Score -34174.65 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -34475.628906 Penalty: 1997.557007
	Iteration 1F: 3 clusters Score -34475.63 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -34694.359375 Penalty: 1997.557007
	Iteration 2F: 3 clusters Score -34694.36 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -34812.308594 Penalty: 1997.557007
	Iteration 3F: 3 clusters Score -34812.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -34889.675781 Penalty: 1997.557007
	Iteration 4Q: 3 clusters Score -34889.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -34941.843750 Penalty: 1997.557007
	Iteration 5Q: 3 clusters Score -34941.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -34965.578125 Penalty: 1997.557007
	Iteration 6Q: 3 clusters Score -34965.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -35012.769531 Penalty: 1997.557007
	Iteration 7Q: 3 clusters Score -35012.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -35035.355469 Penalty: 1997.557007
	Iteration 8Q: 3 clusters Score -35035.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -35054.437500 Penalty: 1997.557007
	Iteration 9Q: 3 clusters Score -35054.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -35088.480469 Penalty: 1997.557007
	Iteration 10Q: 3 clusters Score -35088.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -35103.058594 Penalty: 1997.557007
	Iteration 11Q: 3 clusters Score -35103.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -35117.707031 Penalty: 1997.557007
	Iteration 12Q: 3 clusters Score -35117.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -35129.277344 Penalty: 1997.557007
	Iteration 13Q: 3 clusters Score -35129.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -35132.273438 Penalty: 1997.557007
	Iteration 14Q: 3 clusters Score -35132.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -35134.109375 Penalty: 1997.557007
	Iteration 15Q: 3 clusters Score -35134.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -35136.183594 Penalty: 1997.557007
	Iteration 16Q: 3 clusters Score -35136.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -35136.183594 Penalty: 1997.557007
	Iteration 17F: 3 clusters Score -35136.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -13222.898438 Penalty: 846.541504
	Iteration 0F: 2 clusters Score -13222.9 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 93 members 
Entering Unmasked Estep 
Score: -12593.393555 Penalty: 1693.083008
	Iteration 0F: 3 clusters Score -12593.39 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12655.798828 Penalty: 1693.083008
	Iteration 1F: 3 clusters Score -12655.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12664.740234 Penalty: 1693.083008
	Iteration 2Q: 3 clusters Score -12664.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12675.684570 Penalty: 1693.083008
	Iteration 3Q: 3 clusters Score -12675.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12684.268555 Penalty: 1693.083008
	Iteration 4Q: 3 clusters Score -12684.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12687.110352 Penalty: 1693.083008
	Iteration 5Q: 3 clusters Score -12687.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -12688.046875 Penalty: 1693.083008
	Iteration 6Q: 3 clusters Score -12688.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -12688.046875 Penalty: 1693.083008
	Iteration 7F: 3 clusters Score -12688.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (37777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37777 members 
Entering Unmasked Estep 
Score: -4536828.000000 Penalty: 1712.661499
	Iteration 0F: 2 clusters Score -4536828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -4511507.500000 Penalty: 3425.322998
	Iteration 0F: 3 clusters Score -4511508 nChanged 17601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -4521053.500000 Penalty: 3425.322998
	Iteration 1F: 3 clusters Score -4521054 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -4521423.500000 Penalty: 3425.322998
	Iteration 2Q: 3 clusters Score -4521424 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -4521882.500000 Penalty: 3425.322998
	Iteration 3Q: 3 clusters Score -4521882 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -4522562.500000 Penalty: 3425.322998
	Iteration 4Q: 3 clusters Score -4522562 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -4523666.000000 Penalty: 3425.322998
	Iteration 5F: 3 clusters Score -4523666 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -4525467.000000 Penalty: 3425.322998
	Iteration 6F: 3 clusters Score -4525467 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30329 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -4528096.500000 Penalty: 3425.322998
	Iteration 7F: 3 clusters Score -4528096 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33430 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -4531062.500000 Penalty: 3425.322998
	Iteration 8F: 3 clusters Score -4531062 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -4533350.500000 Penalty: 3425.322998
	Iteration 9F: 3 clusters Score -4533350 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36911 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -4534501.000000 Penalty: 3425.322998
	Iteration 10Q: 3 clusters Score -4534501 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37379 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -4535000.000000 Penalty: 3425.322998
	Iteration 11Q: 3 clusters Score -4535000 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37531 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -4535171.500000 Penalty: 3425.322998
	Iteration 12Q: 3 clusters Score -4535172 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37573 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -4535221.000000 Penalty: 3425.322998
	Iteration 13Q: 3 clusters Score -4535221 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37592 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -4535265.000000 Penalty: 3425.322998
	Iteration 14Q: 3 clusters Score -4535265 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37604 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -4535277.000000 Penalty: 3425.322998
	Iteration 15Q: 3 clusters Score -4535277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37610 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -4535285.500000 Penalty: 3425.322998
	Iteration 16Q: 3 clusters Score -4535286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -4535288.000000 Penalty: 3425.322998
	Iteration 17Q: 3 clusters Score -4535288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -4535297.000000 Penalty: 3425.322998
	Iteration 18Q: 3 clusters Score -4535297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37618 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -4535299.500000 Penalty: 3425.322998
	Iteration 19Q: 3 clusters Score -4535300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37621 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -4535307.000000 Penalty: 3425.322998
	Iteration 20F: 3 clusters Score -4535307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -4535312.500000 Penalty: 3425.322998
	Iteration 21Q: 3 clusters Score -4535312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -4535318.000000 Penalty: 3425.322998
	Iteration 22Q: 3 clusters Score -4535318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37619 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -4535317.500000 Penalty: 3425.322998
	Iteration 23Q: 3 clusters Score -4535318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37619 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -4535317.500000 Penalty: 3425.322998
	Iteration 24F: 3 clusters Score -4535318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (13499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Entering Unmasked Estep 
Score: -1517838.750000 Penalty: 1545.435303
	Iteration 0F: 2 clusters Score -1517839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1508391.375000 Penalty: 3090.870605
	Iteration 0F: 3 clusters Score -1508391 nChanged 5959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1511473.625000 Penalty: 3090.870605
	Iteration 1F: 3 clusters Score -1511474 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1511706.625000 Penalty: 3090.870605
	Iteration 2Q: 3 clusters Score -1511707 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1511914.125000 Penalty: 3090.870605
	Iteration 3Q: 3 clusters Score -1511914 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1512114.250000 Penalty: 3090.870605
	Iteration 4Q: 3 clusters Score -1512114 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1512284.750000 Penalty: 3090.870605
	Iteration 5Q: 3 clusters Score -1512285 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1512444.875000 Penalty: 3090.870605
	Iteration 6Q: 3 clusters Score -1512445 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1512604.000000 Penalty: 3090.870605
	Iteration 7Q: 3 clusters Score -1512604 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1512837.625000 Penalty: 3090.870605
	Iteration 8Q: 3 clusters Score -1512838 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1513171.625000 Penalty: 3090.870605
	Iteration 9Q: 3 clusters Score -1513172 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1513599.500000 Penalty: 3090.870605
	Iteration 10Q: 3 clusters Score -1513600 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1514106.000000 Penalty: 3090.870605
	Iteration 11F: 3 clusters Score -1514106 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1514627.250000 Penalty: 3090.870605
	Iteration 12F: 3 clusters Score -1514627 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1515044.625000 Penalty: 3090.870605
	Iteration 13F: 3 clusters Score -1515045 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1515367.500000 Penalty: 3090.870605
	Iteration 14Q: 3 clusters Score -1515368 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1515659.250000 Penalty: 3090.870605
	Iteration 15Q: 3 clusters Score -1515659 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1515929.750000 Penalty: 3090.870605
	Iteration 16Q: 3 clusters Score -1515930 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1516201.000000 Penalty: 3090.870605
	Iteration 17Q: 3 clusters Score -1516201 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1516408.250000 Penalty: 3090.870605
	Iteration 18Q: 3 clusters Score -1516408 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1516572.500000 Penalty: 3090.870605
	Iteration 19Q: 3 clusters Score -1516572 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1516653.625000 Penalty: 3090.870605
	Iteration 20F: 3 clusters Score -1516654 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1516716.875000 Penalty: 3090.870605
	Iteration 21Q: 3 clusters Score -1516717 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1516770.875000 Penalty: 3090.870605
	Iteration 22Q: 3 clusters Score -1516771 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1516814.875000 Penalty: 3090.870605
	Iteration 23Q: 3 clusters Score -1516815 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1516850.375000 Penalty: 3090.870605
	Iteration 24Q: 3 clusters Score -1516850 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1516882.250000 Penalty: 3090.870605
	Iteration 25Q: 3 clusters Score -1516882 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1516907.500000 Penalty: 3090.870605
	Iteration 26Q: 3 clusters Score -1516908 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1516937.750000 Penalty: 3090.870605
	Iteration 27Q: 3 clusters Score -1516938 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1516962.000000 Penalty: 3090.870605
	Iteration 28Q: 3 clusters Score -1516962 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1516970.625000 Penalty: 3090.870605
	Iteration 29Q: 3 clusters Score -1516971 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1516976.875000 Penalty: 3090.870605
	Iteration 30Q: 3 clusters Score -1516977 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1516978.125000 Penalty: 3090.870605
	Iteration 31Q: 3 clusters Score -1516978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1516977.125000 Penalty: 3090.870605
	Iteration 32Q: 3 clusters Score -1516977 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1516984.375000 Penalty: 3090.870605
	Iteration 33Q: 3 clusters Score -1516984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1516991.250000 Penalty: 3090.870605
	Iteration 34Q: 3 clusters Score -1516991 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1516994.625000 Penalty: 3090.870605
	Iteration 35Q: 3 clusters Score -1516995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1516992.750000 Penalty: 3090.870605
	Iteration 36Q: 3 clusters Score -1516993 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1516996.500000 Penalty: 3090.870605
	Iteration 37Q: 3 clusters Score -1516996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1516999.375000 Penalty: 3090.870605
	Iteration 38Q: 3 clusters Score -1516999 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1517003.875000 Penalty: 3090.870605
	Iteration 39Q: 3 clusters Score -1517004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1517004.250000 Penalty: 3090.870605
	Iteration 40F: 3 clusters Score -1517004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1517006.375000 Penalty: 3090.870605
	Iteration 41Q: 3 clusters Score -1517006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1517005.500000 Penalty: 3090.870605
	Iteration 42Q: 3 clusters Score -1517006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1517004.000000 Penalty: 3090.870605
	Iteration 43Q: 3 clusters Score -1517004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1517007.125000 Penalty: 3090.870605
	Iteration 44Q: 3 clusters Score -1517007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1517007.625000 Penalty: 3090.870605
	Iteration 45Q: 3 clusters Score -1517008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1517011.750000 Penalty: 3090.870605
	Iteration 46Q: 3 clusters Score -1517012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1517011.000000 Penalty: 3090.870605
	Iteration 47Q: 3 clusters Score -1517011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1517012.250000 Penalty: 3090.870605
	Iteration 48Q: 3 clusters Score -1517012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -1517012.750000 Penalty: 3090.870605
	Iteration 49Q: 3 clusters Score -1517013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1517012.500000 Penalty: 3090.870605
	Iteration 50Q: 3 clusters Score -1517012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1517012.500000 Penalty: 3090.870605
	Iteration 51Q: 3 clusters Score -1517012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1517011.625000 Penalty: 3090.870605
	Iteration 52Q: 3 clusters Score -1517012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1517012.375000 Penalty: 3090.870605
	Iteration 53Q: 3 clusters Score -1517012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1517012.125000 Penalty: 3090.870605
	Iteration 54Q: 3 clusters Score -1517012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1517014.750000 Penalty: 3090.870605
	Iteration 55Q: 3 clusters Score -1517015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -1517015.375000 Penalty: 3090.870605
	Iteration 56Q: 3 clusters Score -1517015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1517015.375000 Penalty: 3090.870605
	Iteration 57Q: 3 clusters Score -1517015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1517015.375000 Penalty: 3090.870605
	Iteration 58F: 3 clusters Score -1517015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Entering Unmasked Estep 
Score: -44633.519531 Penalty: 1014.044800
	Iteration 0F: 2 clusters Score -44633.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -43576.246094 Penalty: 2028.089600
	Iteration 0F: 3 clusters Score -43576.25 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -43844.804688 Penalty: 2028.089600
	Iteration 1F: 3 clusters Score -43844.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -43930.164062 Penalty: 2028.089600
	Iteration 2F: 3 clusters Score -43930.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -43974.902344 Penalty: 2028.089600
	Iteration 3Q: 3 clusters Score -43974.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -44005.328125 Penalty: 2028.089600
	Iteration 4Q: 3 clusters Score -44005.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -44031.441406 Penalty: 2028.089600
	Iteration 5Q: 3 clusters Score -44031.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -44045.613281 Penalty: 2028.089600
	Iteration 6Q: 3 clusters Score -44045.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -44052.613281 Penalty: 2028.089600
	Iteration 7Q: 3 clusters Score -44052.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -44061.160156 Penalty: 2028.089600
	Iteration 8Q: 3 clusters Score -44061.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -44067.609375 Penalty: 2028.089600
	Iteration 9Q: 3 clusters Score -44067.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -44069.164062 Penalty: 2028.089600
	Iteration 10Q: 3 clusters Score -44069.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -44071.359375 Penalty: 2028.089600
	Iteration 11Q: 3 clusters Score -44071.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -44073.589844 Penalty: 2028.089600
	Iteration 12Q: 3 clusters Score -44073.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -44073.589844 Penalty: 2028.089600
	Iteration 13F: 3 clusters Score -44073.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Entering Unmasked Estep 
Score: -106610.828125 Penalty: 1122.672607
	Iteration 0F: 2 clusters Score -106610.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -105167.359375 Penalty: 2245.345215
	Iteration 0F: 3 clusters Score -105167.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -105473.992188 Penalty: 2245.345215
	Iteration 1F: 3 clusters Score -105474 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -105596.679688 Penalty: 2245.345215
	Iteration 2F: 3 clusters Score -105596.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -105656.679688 Penalty: 2245.345215
	Iteration 3F: 3 clusters Score -105656.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -105684.031250 Penalty: 2245.345215
	Iteration 4Q: 3 clusters Score -105684 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -105701.710938 Penalty: 2245.345215
	Iteration 5Q: 3 clusters Score -105701.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -105726.179688 Penalty: 2245.345215
	Iteration 6Q: 3 clusters Score -105726.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -105746.546875 Penalty: 2245.345215
	Iteration 7Q: 3 clusters Score -105746.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -105764.757812 Penalty: 2245.345215
	Iteration 8Q: 3 clusters Score -105764.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -105776.750000 Penalty: 2245.345215
	Iteration 9Q: 3 clusters Score -105776.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -105793.882812 Penalty: 2245.345215
	Iteration 10Q: 3 clusters Score -105793.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -105810.359375 Penalty: 2245.345215
	Iteration 11Q: 3 clusters Score -105810.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -105823.164062 Penalty: 2245.345215
	Iteration 12Q: 3 clusters Score -105823.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -105833.367188 Penalty: 2245.345215
	Iteration 13Q: 3 clusters Score -105833.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -105838.375000 Penalty: 2245.345215
	Iteration 14Q: 3 clusters Score -105838.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -105841.054688 Penalty: 2245.345215
	Iteration 15Q: 3 clusters Score -105841.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -105842.945312 Penalty: 2245.345215
	Iteration 16Q: 3 clusters Score -105842.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -105844.062500 Penalty: 2245.345215
	Iteration 17Q: 3 clusters Score -105844.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -105846.406250 Penalty: 2245.345215
	Iteration 18Q: 3 clusters Score -105846.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -105848.796875 Penalty: 2245.345215
	Iteration 19Q: 3 clusters Score -105848.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -105849.625000 Penalty: 2245.345215
	Iteration 20F: 3 clusters Score -105849.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -105849.609375 Penalty: 2245.345215
	Iteration 21Q: 3 clusters Score -105849.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -105850.007812 Penalty: 2245.345215
	Iteration 22Q: 3 clusters Score -105850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -105850.007812 Penalty: 2245.345215
	Iteration 23F: 3 clusters Score -105850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (4781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Entering Unmasked Estep 
Score: -564016.750000 Penalty: 1376.765869
	Iteration 0F: 2 clusters Score -564016.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -560134.062500 Penalty: 2753.531738
	Iteration 0F: 3 clusters Score -560134.1 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -561222.500000 Penalty: 2753.531738
	Iteration 1F: 3 clusters Score -561222.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -561475.312500 Penalty: 2753.531738
	Iteration 2F: 3 clusters Score -561475.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -561675.375000 Penalty: 2753.531738
	Iteration 3F: 3 clusters Score -561675.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -561870.000000 Penalty: 2753.531738
	Iteration 4F: 3 clusters Score -561870 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -562036.312500 Penalty: 2753.531738
	Iteration 5Q: 3 clusters Score -562036.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -562191.500000 Penalty: 2753.531738
	Iteration 6Q: 3 clusters Score -562191.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -562334.750000 Penalty: 2753.531738
	Iteration 7Q: 3 clusters Score -562334.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -562487.500000 Penalty: 2753.531738
	Iteration 8Q: 3 clusters Score -562487.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -562651.250000 Penalty: 2753.531738
	Iteration 9Q: 3 clusters Score -562651.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -562771.000000 Penalty: 2753.531738
	Iteration 10Q: 3 clusters Score -562771 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -562862.500000 Penalty: 2753.531738
	Iteration 11Q: 3 clusters Score -562862.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -562925.562500 Penalty: 2753.531738
	Iteration 12Q: 3 clusters Score -562925.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -562988.312500 Penalty: 2753.531738
	Iteration 13Q: 3 clusters Score -562988.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -563035.437500 Penalty: 2753.531738
	Iteration 14Q: 3 clusters Score -563035.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -563066.687500 Penalty: 2753.531738
	Iteration 15Q: 3 clusters Score -563066.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -563084.562500 Penalty: 2753.531738
	Iteration 16Q: 3 clusters Score -563084.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -563104.062500 Penalty: 2753.531738
	Iteration 17Q: 3 clusters Score -563104.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -563118.000000 Penalty: 2753.531738
	Iteration 18Q: 3 clusters Score -563118 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -563135.750000 Penalty: 2753.531738
	Iteration 19Q: 3 clusters Score -563135.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -563148.812500 Penalty: 2753.531738
	Iteration 20F: 3 clusters Score -563148.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -563155.625000 Penalty: 2753.531738
	Iteration 21Q: 3 clusters Score -563155.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -563157.812500 Penalty: 2753.531738
	Iteration 22Q: 3 clusters Score -563157.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -563159.375000 Penalty: 2753.531738
	Iteration 23Q: 3 clusters Score -563159.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -563161.812500 Penalty: 2753.531738
	Iteration 24Q: 3 clusters Score -563161.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -563163.312500 Penalty: 2753.531738
	Iteration 25Q: 3 clusters Score -563163.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -563165.687500 Penalty: 2753.531738
	Iteration 26Q: 3 clusters Score -563165.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -563164.812500 Penalty: 2753.531738
	Iteration 27Q: 3 clusters Score -563164.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -563166.500000 Penalty: 2753.531738
	Iteration 28Q: 3 clusters Score -563166.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -563167.687500 Penalty: 2753.531738
	Iteration 29Q: 3 clusters Score -563167.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -563167.687500 Penalty: 2753.531738
	Iteration 30Q: 3 clusters Score -563167.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -563171.000000 Penalty: 2753.531738
	Iteration 31Q: 3 clusters Score -563171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -563173.000000 Penalty: 2753.531738
	Iteration 32Q: 3 clusters Score -563173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -563173.375000 Penalty: 2753.531738
	Iteration 33Q: 3 clusters Score -563173.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -563174.500000 Penalty: 2753.531738
	Iteration 34Q: 3 clusters Score -563174.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -563175.875000 Penalty: 2753.531738
	Iteration 35Q: 3 clusters Score -563175.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -563176.125000 Penalty: 2753.531738
	Iteration 36Q: 3 clusters Score -563176.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -563177.687500 Penalty: 2753.531738
	Iteration 37Q: 3 clusters Score -563177.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -563177.437500 Penalty: 2753.531738
	Iteration 38Q: 3 clusters Score -563177.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -563178.375000 Penalty: 2753.531738
	Iteration 39Q: 3 clusters Score -563178.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -563179.000000 Penalty: 2753.531738
	Iteration 40F: 3 clusters Score -563179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -563178.312500 Penalty: 2753.531738
	Iteration 41Q: 3 clusters Score -563178.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -563179.000000 Penalty: 2753.531738
	Iteration 42Q: 3 clusters Score -563179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -563179.000000 Penalty: 2753.531738
	Iteration 43F: 3 clusters Score -563179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (86321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86321 members 
Entering Unmasked Estep 
Score: -10225572.000000 Penalty: 1846.947144
	Iteration 0F: 2 clusters Score -1.022557e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43124 members 
Mstep: Class 2 contains 43197 members 
Entering Unmasked Estep 
Score: -10168038.000000 Penalty: 3693.894287
	Iteration 0F: 3 clusters Score -1.016804e+07 nChanged 41139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42289 members 
Mstep: Class 2 contains 44032 members 
Entering Unmasked Estep 
Score: -10191530.000000 Penalty: 3693.894287
	Iteration 1F: 3 clusters Score -1.019153e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41572 members 
Mstep: Class 2 contains 44749 members 
Entering Unmasked Estep 
Score: -10191963.000000 Penalty: 3693.894287
	Iteration 2Q: 3 clusters Score -1.019196e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40505 members 
Mstep: Class 2 contains 45816 members 
Entering Unmasked Estep 
Score: -10192495.000000 Penalty: 3693.894287
	Iteration 3Q: 3 clusters Score -1.01925e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38883 members 
Mstep: Class 2 contains 47438 members 
Entering Unmasked Estep 
Score: -10193078.000000 Penalty: 3693.894287
	Iteration 4Q: 3 clusters Score -1.019308e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36423 members 
Mstep: Class 2 contains 49898 members 
Entering Unmasked Estep 
Score: -10194032.000000 Penalty: 3693.894287
	Iteration 5Q: 3 clusters Score -1.019403e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 53563 members 
Entering Unmasked Estep 
Score: -10195828.000000 Penalty: 3693.894287
	Iteration 6Q: 3 clusters Score -1.019583e+07 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 58743 members 
Entering Unmasked Estep 
Score: -10198992.000000 Penalty: 3693.894287
	Iteration 7F: 3 clusters Score -1.019899e+07 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 65470 members 
Entering Unmasked Estep 
Score: -10204087.000000 Penalty: 3693.894287
	Iteration 8F: 3 clusters Score -1.020409e+07 nChanged 7403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 72835 members 
Entering Unmasked Estep 
Score: -10210801.000000 Penalty: 3693.894287
	Iteration 9F: 3 clusters Score -1.02108e+07 nChanged 6005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 78812 members 
Entering Unmasked Estep 
Score: -10216467.000000 Penalty: 3693.894287
	Iteration 10F: 3 clusters Score -1.021647e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 82503 members 
Entering Unmasked Estep 
Score: -10220215.000000 Penalty: 3693.894287
	Iteration 11Q: 3 clusters Score -1.022022e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 84408 members 
Entering Unmasked Estep 
Score: -10222341.000000 Penalty: 3693.894287
	Iteration 12Q: 3 clusters Score -1.022234e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 85306 members 
Entering Unmasked Estep 
Score: -10223239.000000 Penalty: 3693.894287
	Iteration 13Q: 3 clusters Score -1.022324e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 85702 members 
Entering Unmasked Estep 
Score: -10223613.000000 Penalty: 3693.894287
	Iteration 14Q: 3 clusters Score -1.022361e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 85849 members 
Entering Unmasked Estep 
Score: -10223767.000000 Penalty: 3693.894287
	Iteration 15Q: 3 clusters Score -1.022377e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 85921 members 
Entering Unmasked Estep 
Score: -10223859.000000 Penalty: 3693.894287
	Iteration 16Q: 3 clusters Score -1.022386e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 85956 members 
Entering Unmasked Estep 
Score: -10223893.000000 Penalty: 3693.894287
	Iteration 17Q: 3 clusters Score -1.022389e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 85974 members 
Entering Unmasked Estep 
Score: -10223920.000000 Penalty: 3693.894287
	Iteration 18Q: 3 clusters Score -1.022392e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 85993 members 
Entering Unmasked Estep 
Score: -10223956.000000 Penalty: 3693.894287
	Iteration 19Q: 3 clusters Score -1.022396e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 86007 members 
Entering Unmasked Estep 
Score: -10223959.000000 Penalty: 3693.894287
	Iteration 20F: 3 clusters Score -1.022396e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 86012 members 
Entering Unmasked Estep 
Score: -10223968.000000 Penalty: 3693.894287
	Iteration 21Q: 3 clusters Score -1.022397e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 86018 members 
Entering Unmasked Estep 
Score: -10223975.000000 Penalty: 3693.894287
	Iteration 22Q: 3 clusters Score -1.022398e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 86024 members 
Entering Unmasked Estep 
Score: -10223990.000000 Penalty: 3693.894287
	Iteration 23Q: 3 clusters Score -1.022399e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 86026 members 
Entering Unmasked Estep 
Score: -10223988.000000 Penalty: 3693.894287
	Iteration 24Q: 3 clusters Score -1.022399e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 86028 members 
Entering Unmasked Estep 
Score: -10223996.000000 Penalty: 3693.894287
	Iteration 25Q: 3 clusters Score -1.0224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 86031 members 
Entering Unmasked Estep 
Score: -10223997.000000 Penalty: 3693.894287
	Iteration 26Q: 3 clusters Score -1.0224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 86033 members 
Entering Unmasked Estep 
Score: -10223992.000000 Penalty: 3693.894287
	Iteration 27Q: 3 clusters Score -1.022399e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 86033 members 
Entering Unmasked Estep 
Score: -10223992.000000 Penalty: 3693.894287
	Iteration 28F: 3 clusters Score -1.022399e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (96795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96795 members 
Entering Unmasked Estep 
Score: -11337217.000000 Penalty: 1865.557007
	Iteration 0F: 2 clusters Score -1.133722e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48366 members 
Mstep: Class 2 contains 48429 members 
Entering Unmasked Estep 
Score: -11272730.000000 Penalty: 3731.114014
	Iteration 0F: 3 clusters Score -1.127273e+07 nChanged 46235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46721 members 
Mstep: Class 2 contains 50074 members 
Entering Unmasked Estep 
Score: -11299420.000000 Penalty: 3731.114014
	Iteration 1F: 3 clusters Score -1.129942e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45659 members 
Mstep: Class 2 contains 51136 members 
Entering Unmasked Estep 
Score: -11300101.000000 Penalty: 3731.114014
	Iteration 2Q: 3 clusters Score -1.13001e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44153 members 
Mstep: Class 2 contains 52642 members 
Entering Unmasked Estep 
Score: -11300883.000000 Penalty: 3731.114014
	Iteration 3Q: 3 clusters Score -1.130088e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41882 members 
Mstep: Class 2 contains 54913 members 
Entering Unmasked Estep 
Score: -11302055.000000 Penalty: 3731.114014
	Iteration 4Q: 3 clusters Score -1.130206e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38597 members 
Mstep: Class 2 contains 58198 members 
Entering Unmasked Estep 
Score: -11303587.000000 Penalty: 3731.114014
	Iteration 5Q: 3 clusters Score -1.130359e+07 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33956 members 
Mstep: Class 2 contains 62839 members 
Entering Unmasked Estep 
Score: -11306057.000000 Penalty: 3731.114014
	Iteration 6F: 3 clusters Score -1.130606e+07 nChanged 6444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 69033 members 
Entering Unmasked Estep 
Score: -11310102.000000 Penalty: 3731.114014
	Iteration 7F: 3 clusters Score -1.13101e+07 nChanged 7622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 76565 members 
Entering Unmasked Estep 
Score: -11316214.000000 Penalty: 3731.114014
	Iteration 8F: 3 clusters Score -1.131621e+07 nChanged 8048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 84589 members 
Entering Unmasked Estep 
Score: -11323785.000000 Penalty: 3731.114014
	Iteration 9F: 3 clusters Score -1.132378e+07 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 91114 members 
Entering Unmasked Estep 
Score: -11330386.000000 Penalty: 3731.114014
	Iteration 10F: 3 clusters Score -1.133039e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 94719 members 
Entering Unmasked Estep 
Score: -11333722.000000 Penalty: 3731.114014
	Iteration 11Q: 3 clusters Score -1.133372e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 96118 members 
Entering Unmasked Estep 
Score: -11334986.000000 Penalty: 3731.114014
	Iteration 12Q: 3 clusters Score -1.133499e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 96524 members 
Entering Unmasked Estep 
Score: -11335353.000000 Penalty: 3731.114014
	Iteration 13Q: 3 clusters Score -1.133535e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 96627 members 
Entering Unmasked Estep 
Score: -11335477.000000 Penalty: 3731.114014
	Iteration 14Q: 3 clusters Score -1.133548e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 96651 members 
Entering Unmasked Estep 
Score: -11335513.000000 Penalty: 3731.114014
	Iteration 15Q: 3 clusters Score -1.133551e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 96657 members 
Entering Unmasked Estep 
Score: -11335521.000000 Penalty: 3731.114014
	Iteration 16Q: 3 clusters Score -1.133552e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 96659 members 
Entering Unmasked Estep 
Score: -11335538.000000 Penalty: 3731.114014
	Iteration 17Q: 3 clusters Score -1.133554e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 96661 members 
Entering Unmasked Estep 
Score: -11335542.000000 Penalty: 3731.114014
	Iteration 18Q: 3 clusters Score -1.133554e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 96661 members 
Entering Unmasked Estep 
Score: -11335542.000000 Penalty: 3731.114014
	Iteration 19F: 3 clusters Score -1.133554e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (10557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Entering Unmasked Estep 
Score: -1252654.125000 Penalty: 1505.488525
	Iteration 0F: 2 clusters Score -1252654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1245113.250000 Penalty: 3010.977051
	Iteration 0F: 3 clusters Score -1245113 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1247487.375000 Penalty: 3010.977051
	Iteration 1F: 3 clusters Score -1247487 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1247725.625000 Penalty: 3010.977051
	Iteration 2F: 3 clusters Score -1247726 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1247961.125000 Penalty: 3010.977051
	Iteration 3Q: 3 clusters Score -1247961 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1248235.375000 Penalty: 3010.977051
	Iteration 4Q: 3 clusters Score -1248235 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1248574.375000 Penalty: 3010.977051
	Iteration 5F: 3 clusters Score -1248574 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1249005.250000 Penalty: 3010.977051
	Iteration 6F: 3 clusters Score -1249005 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1249520.500000 Penalty: 3010.977051
	Iteration 7F: 3 clusters Score -1249520 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1250059.000000 Penalty: 3010.977051
	Iteration 8F: 3 clusters Score -1250059 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1250507.125000 Penalty: 3010.977051
	Iteration 9Q: 3 clusters Score -1250507 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1250851.000000 Penalty: 3010.977051
	Iteration 10Q: 3 clusters Score -1250851 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1251061.875000 Penalty: 3010.977051
	Iteration 11Q: 3 clusters Score -1251062 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1251183.875000 Penalty: 3010.977051
	Iteration 12Q: 3 clusters Score -1251184 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1251235.625000 Penalty: 3010.977051
	Iteration 13Q: 3 clusters Score -1251236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1251255.250000 Penalty: 3010.977051
	Iteration 14Q: 3 clusters Score -1251255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1251263.125000 Penalty: 3010.977051
	Iteration 15Q: 3 clusters Score -1251263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1251274.375000 Penalty: 3010.977051
	Iteration 16Q: 3 clusters Score -1251274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1251279.125000 Penalty: 3010.977051
	Iteration 17Q: 3 clusters Score -1251279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1251285.000000 Penalty: 3010.977051
	Iteration 18Q: 3 clusters Score -1251285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1251284.625000 Penalty: 3010.977051
	Iteration 19Q: 3 clusters Score -1251285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1251284.625000 Penalty: 3010.977051
	Iteration 20F: 3 clusters Score -1251285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -73719.640625 Penalty: 1069.128296
	Iteration 0F: 2 clusters Score -73719.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -72517.421875 Penalty: 2138.256592
	Iteration 0F: 3 clusters Score -72517.42 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -72788.968750 Penalty: 2138.256592
	Iteration 1F: 3 clusters Score -72788.97 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -72936.312500 Penalty: 2138.256592
	Iteration 2F: 3 clusters Score -72936.31 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -73034.406250 Penalty: 2138.256592
	Iteration 3F: 3 clusters Score -73034.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -73073.945312 Penalty: 2138.256592
	Iteration 4Q: 3 clusters Score -73073.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -73089.351562 Penalty: 2138.256592
	Iteration 5Q: 3 clusters Score -73089.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -73097.703125 Penalty: 2138.256592
	Iteration 6Q: 3 clusters Score -73097.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -73105.031250 Penalty: 2138.256592
	Iteration 7Q: 3 clusters Score -73105.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -73110.859375 Penalty: 2138.256592
	Iteration 8Q: 3 clusters Score -73110.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -73130.187500 Penalty: 2138.256592
	Iteration 9Q: 3 clusters Score -73130.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -73140.601562 Penalty: 2138.256592
	Iteration 10Q: 3 clusters Score -73140.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -73146.984375 Penalty: 2138.256592
	Iteration 11Q: 3 clusters Score -73146.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -73148.445312 Penalty: 2138.256592
	Iteration 12Q: 3 clusters Score -73148.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -73151.718750 Penalty: 2138.256592
	Iteration 13Q: 3 clusters Score -73151.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -73152.515625 Penalty: 2138.256592
	Iteration 14Q: 3 clusters Score -73152.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -73153.765625 Penalty: 2138.256592
	Iteration 15Q: 3 clusters Score -73153.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -73154.218750 Penalty: 2138.256592
	Iteration 16Q: 3 clusters Score -73154.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -73161.953125 Penalty: 2138.256592
	Iteration 17Q: 3 clusters Score -73161.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -73170.609375 Penalty: 2138.256592
	Iteration 18Q: 3 clusters Score -73170.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -73176.984375 Penalty: 2138.256592
	Iteration 19Q: 3 clusters Score -73176.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -73192.671875 Penalty: 2138.256592
	Iteration 20F: 3 clusters Score -73192.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -73203.625000 Penalty: 2138.256592
	Iteration 21Q: 3 clusters Score -73203.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -73210.351562 Penalty: 2138.256592
	Iteration 22Q: 3 clusters Score -73210.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -73216.500000 Penalty: 2138.256592
	Iteration 23Q: 3 clusters Score -73216.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -73220.289062 Penalty: 2138.256592
	Iteration 24Q: 3 clusters Score -73220.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -73220.289062 Penalty: 2138.256592
	Iteration 25F: 3 clusters Score -73220.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -6865.759277 Penalty: 798.306396
	Iteration 0F: 2 clusters Score -6865.759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6308.770996 Penalty: 1596.612793
	Iteration 0F: 3 clusters Score -6308.771 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6412.770020 Penalty: 1596.612793
	Iteration 1F: 3 clusters Score -6412.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6432.378418 Penalty: 1596.612793
	Iteration 2Q: 3 clusters Score -6432.378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6444.664062 Penalty: 1596.612793
	Iteration 3Q: 3 clusters Score -6444.664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6444.664062 Penalty: 1596.612793
	Iteration 4F: 3 clusters Score -6444.664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -19763.453125 Penalty: 927.405457
	Iteration 0F: 2 clusters Score -19763.45 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 148 members 
Entering Unmasked Estep 
Score: -19018.263672 Penalty: 1854.810913
	Iteration 0F: 3 clusters Score -19018.26 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -19271.640625 Penalty: 1854.810913
	Iteration 1F: 3 clusters Score -19271.64 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -19365.886719 Penalty: 1854.810913
	Iteration 2F: 3 clusters Score -19365.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -19424.763672 Penalty: 1854.810913
	Iteration 3Q: 3 clusters Score -19424.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -19453.740234 Penalty: 1854.810913
	Iteration 4Q: 3 clusters Score -19453.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -19473.718750 Penalty: 1854.810913
	Iteration 5Q: 3 clusters Score -19473.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -19476.478516 Penalty: 1854.810913
	Iteration 6F: 3 clusters Score -19476.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -19483.839844 Penalty: 1854.810913
	Iteration 7Q: 3 clusters Score -19483.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -19486.203125 Penalty: 1854.810913
	Iteration 8Q: 3 clusters Score -19486.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -19486.203125 Penalty: 1854.810913
	Iteration 9F: 3 clusters Score -19486.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 196996 members 
Mstep: Class 3 contains 81264 members 
Mstep: Class 4 contains 9520 members 
Mstep: Class 5 contains 9573 members 
Mstep: Class 6 contains 35234 members 
Mstep: Class 7 contains 82270 members 
Mstep: Class 8 contains 14509 members 
Mstep: Class 9 contains 36936 members 
Mstep: Class 10 contains 9067 members 
Mstep: Class 11 contains 189 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8886 members 
Mstep: Class 14 contains 674 members 
Mstep: Class 15 contains 19176 members 
Mstep: Class 16 contains 68074 members 
Mstep: Class 17 contains 112791 members 
Mstep: Class 18 contains 105285 members 
Mstep: Class 19 contains 3394 members 
Mstep: Class 20 contains 41939 members 
Mstep: Class 21 contains 33677 members 
Mstep: Class 22 contains 16715 members 
Mstep: Class 23 contains 9873 members 
Mstep: Class 24 contains 3655 members 
Mstep: Class 25 contains 787 members 
Mstep: Class 26 contains 147 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 89013 members 
Mstep: Class 29 contains 6102 members 
Mstep: Class 30 contains 52563 members 
Mstep: Class 31 contains 24978 members 
Mstep: Class 32 contains 5996 members 
Mstep: Class 33 contains 3734 members 
Mstep: Class 34 contains 387 members 
Mstep: Class 36 contains 1424 members 
Mstep: Class 37 contains 36254 members 
Mstep: Class 38 contains 1231 members 
Mstep: Class 39 contains 108964 members 
Mstep: Class 40 contains 495 members 
Mstep: Class 41 contains 326 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 18553 members 
Mstep: Class 44 contains 85254 members 
Mstep: Class 45 contains 16605 members 
Mstep: Class 46 contains 467 members 
Mstep: Class 47 contains 183 members 
Mstep: Class 48 contains 37777 members 
Mstep: Class 49 contains 13499 members 
Mstep: Class 50 contains 513 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4781 members 
Mstep: Class 53 contains 86321 members 
Mstep: Class 54 contains 96795 members 
Mstep: Class 55 contains 10557 members 
Mstep: Class 56 contains 720 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194726544.000000 Penalty: 135338.375000
Iteration 359Q: 59 clusters Score -1.947265e+08 nChanged 11238
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 197001 members 
Mstep: Class 3 contains 81124 members 
Mstep: Class 4 contains 9521 members 
Mstep: Class 5 contains 9543 members 
Mstep: Class 6 contains 35236 members 
Mstep: Class 7 contains 82175 members 
Mstep: Class 8 contains 14502 members 
Mstep: Class 9 contains 36938 members 
Mstep: Class 10 contains 9091 members 
Mstep: Class 11 contains 190 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8885 members 
Mstep: Class 14 contains 674 members 
Mstep: Class 15 contains 19174 members 
Mstep: Class 16 contains 68073 members 
Mstep: Class 17 contains 112740 members 
Mstep: Class 18 contains 103973 members 
Mstep: Class 19 contains 3394 members 
Mstep: Class 20 contains 44251 members 
Mstep: Class 21 contains 33676 members 
Mstep: Class 22 contains 16692 members 
Mstep: Class 23 contains 9874 members 
Mstep: Class 24 contains 3654 members 
Mstep: Class 25 contains 787 members 
Mstep: Class 26 contains 147 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 89220 members 
Mstep: Class 29 contains 6101 members 
Mstep: Class 30 contains 51717 members 
Mstep: Class 31 contains 25054 members 
Mstep: Class 32 contains 5998 members 
Mstep: Class 33 contains 3719 members 
Mstep: Class 34 contains 387 members 
Mstep: Class 35 contains 101463 members 
Mstep: Class 36 contains 1427 members 
Mstep: Class 37 contains 36110 members 
Mstep: Class 38 contains 1230 members 
Mstep: Class 39 contains 109026 members 
Mstep: Class 40 contains 497 members 
Mstep: Class 41 contains 326 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 18547 members 
Mstep: Class 44 contains 86801 members 
Mstep: Class 45 contains 16456 members 
Mstep: Class 46 contains 468 members 
Mstep: Class 47 contains 181 members 
Mstep: Class 48 contains 37646 members 
Mstep: Class 49 contains 13499 members 
Mstep: Class 50 contains 513 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4786 members 
Mstep: Class 53 contains 85388 members 
Mstep: Class 54 contains 96925 members 
Mstep: Class 55 contains 10480 members 
Mstep: Class 56 contains 720 members 
Mstep: Class 57 contains 136 members 
Mstep: Class 58 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728400.000000 Penalty: 135338.375000
Iteration 360F: 59 clusters Score -1.947284e+08 nChanged 16063
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 197005 members 
Mstep: Class 3 contains 80831 members 
Mstep: Class 4 contains 9492 members 
Mstep: Class 5 contains 9518 members 
Mstep: Class 6 contains 35220 members 
Mstep: Class 7 contains 81911 members 
Mstep: Class 8 contains 14495 members 
Mstep: Class 9 contains 36932 members 
Mstep: Class 10 contains 9096 members 
Mstep: Class 11 contains 191 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8887 members 
Mstep: Class 14 contains 674 members 
Mstep: Class 15 contains 19173 members 
Mstep: Class 16 contains 68074 members 
Mstep: Class 17 contains 112097 members 
Mstep: Class 18 contains 102627 members 
Mstep: Class 19 contains 3394 members 
Mstep: Class 20 contains 46168 members 
Mstep: Class 21 contains 33674 members 
Mstep: Class 22 contains 16448 members 
Mstep: Class 23 contains 9863 members 
Mstep: Class 24 contains 3654 members 
Mstep: Class 25 contains 787 members 
Mstep: Class 26 contains 147 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 89344 members 
Mstep: Class 29 contains 6101 members 
Mstep: Class 30 contains 52466 members 
Mstep: Class 31 contains 25123 members 
Mstep: Class 32 contains 6001 members 
Mstep: Class 33 contains 3654 members 
Mstep: Class 34 contains 386 members 
Mstep: Class 35 contains 106285 members 
Mstep: Class 36 contains 1428 members 
Mstep: Class 37 contains 35992 members 
Mstep: Class 38 contains 1228 members 
Mstep: Class 39 contains 107326 members 
Mstep: Class 40 contains 498 members 
Mstep: Class 41 contains 327 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 18541 members 
Mstep: Class 44 contains 86261 members 
Mstep: Class 45 contains 16035 members 
Mstep: Class 46 contains 468 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 36518 members 
Mstep: Class 49 contains 13499 members 
Mstep: Class 50 contains 513 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4792 members 
Mstep: Class 53 contains 84681 members 
Mstep: Class 54 contains 97022 members 
Mstep: Class 55 contains 10264 members 
Mstep: Class 56 contains 720 members 
Mstep: Class 57 contains 142 members 
Mstep: Class 58 contains 302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728640.000000 Penalty: 135338.375000
Iteration 361Q: 59 clusters Score -1.947286e+08 nChanged 16396
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 196998 members 
Mstep: Class 3 contains 80639 members 
Mstep: Class 4 contains 9448 members 
Mstep: Class 5 contains 9495 members 
Mstep: Class 6 contains 35188 members 
Mstep: Class 7 contains 81706 members 
Mstep: Class 8 contains 14489 members 
Mstep: Class 9 contains 36924 members 
Mstep: Class 10 contains 9090 members 
Mstep: Class 11 contains 196 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8890 members 
Mstep: Class 14 contains 674 members 
Mstep: Class 15 contains 19169 members 
Mstep: Class 16 contains 68072 members 
Mstep: Class 17 contains 111512 members 
Mstep: Class 18 contains 101307 members 
Mstep: Class 19 contains 3394 members 
Mstep: Class 20 contains 48296 members 
Mstep: Class 21 contains 33674 members 
Mstep: Class 22 contains 16190 members 
Mstep: Class 23 contains 9857 members 
Mstep: Class 24 contains 3654 members 
Mstep: Class 25 contains 787 members 
Mstep: Class 26 contains 144 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 89408 members 
Mstep: Class 29 contains 6100 members 
Mstep: Class 30 contains 52955 members 
Mstep: Class 31 contains 25197 members 
Mstep: Class 32 contains 6000 members 
Mstep: Class 33 contains 3601 members 
Mstep: Class 34 contains 388 members 
Mstep: Class 35 contains 111120 members 
Mstep: Class 36 contains 1427 members 
Mstep: Class 37 contains 35902 members 
Mstep: Class 38 contains 1227 members 
Mstep: Class 39 contains 105512 members 
Mstep: Class 40 contains 498 members 
Mstep: Class 41 contains 329 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 18535 members 
Mstep: Class 44 contains 85852 members 
Mstep: Class 45 contains 15645 members 
Mstep: Class 46 contains 468 members 
Mstep: Class 47 contains 178 members 
Mstep: Class 48 contains 35227 members 
Mstep: Class 49 contains 13499 members 
Mstep: Class 50 contains 513 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4803 members 
Mstep: Class 53 contains 84041 members 
Mstep: Class 54 contains 97044 members 
Mstep: Class 55 contains 10042 members 
Mstep: Class 56 contains 720 members 
Mstep: Class 57 contains 142 members 
Mstep: Class 58 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194729360.000000 Penalty: 135338.375000
Iteration 362Q: 59 clusters Score -1.947294e+08 nChanged 16581
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 196989 members 
Mstep: Class 3 contains 80460 members 
Mstep: Class 4 contains 9415 members 
Mstep: Class 5 contains 9487 members 
Mstep: Class 6 contains 35149 members 
Mstep: Class 7 contains 81521 members 
Mstep: Class 8 contains 14477 members 
Mstep: Class 9 contains 36913 members 
Mstep: Class 10 contains 9093 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8890 members 
Mstep: Class 14 contains 673 members 
Mstep: Class 15 contains 19166 members 
Mstep: Class 16 contains 68067 members 
Mstep: Class 17 contains 111058 members 
Mstep: Class 18 contains 99916 members 
Mstep: Class 19 contains 3394 members 
Mstep: Class 20 contains 50819 members 
Mstep: Class 21 contains 33679 members 
Mstep: Class 22 contains 15919 members 
Mstep: Class 23 contains 9850 members 
Mstep: Class 24 contains 3655 members 
Mstep: Class 25 contains 787 members 
Mstep: Class 26 contains 145 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 89388 members 
Mstep: Class 29 contains 6100 members 
Mstep: Class 30 contains 53149 members 
Mstep: Class 31 contains 25267 members 
Mstep: Class 32 contains 6002 members 
Mstep: Class 33 contains 3542 members 
Mstep: Class 34 contains 386 members 
Mstep: Class 35 contains 115473 members 
Mstep: Class 36 contains 1427 members 
Mstep: Class 37 contains 35805 members 
Mstep: Class 38 contains 1226 members 
Mstep: Class 39 contains 103899 members 
Mstep: Class 40 contains 498 members 
Mstep: Class 41 contains 330 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 18535 members 
Mstep: Class 44 contains 85419 members 
Mstep: Class 45 contains 15278 members 
Mstep: Class 46 contains 468 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 34028 members 
Mstep: Class 49 contains 13499 members 
Mstep: Class 50 contains 513 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4809 members 
Mstep: Class 53 contains 83489 members 
Mstep: Class 54 contains 97020 members 
Mstep: Class 55 contains 9862 members 
Mstep: Class 56 contains 720 members 
Mstep: Class 57 contains 140 members 
Mstep: Class 58 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194729584.000000 Penalty: 135338.375000
Iteration 363Q: 59 clusters Score -1.947296e+08 nChanged 15719
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 196995 members 
Mstep: Class 3 contains 80348 members 
Mstep: Class 4 contains 9375 members 
Mstep: Class 5 contains 9507 members 
Mstep: Class 6 contains 35123 members 
Mstep: Class 7 contains 81356 members 
Mstep: Class 8 contains 14467 members 
Mstep: Class 9 contains 36902 members 
Mstep: Class 10 contains 9095 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8889 members 
Mstep: Class 14 contains 672 members 
Mstep: Class 15 contains 19160 members 
Mstep: Class 16 contains 68072 members 
Mstep: Class 17 contains 110642 members 
Mstep: Class 18 contains 98519 members 
Mstep: Class 19 contains 3394 members 
Mstep: Class 20 contains 52990 members 
Mstep: Class 21 contains 33678 members 
Mstep: Class 22 contains 15754 members 
Mstep: Class 23 contains 9842 members 
Mstep: Class 24 contains 3656 members 
Mstep: Class 25 contains 787 members 
Mstep: Class 26 contains 145 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 89311 members 
Mstep: Class 29 contains 6099 members 
Mstep: Class 30 contains 53063 members 
Mstep: Class 31 contains 25334 members 
Mstep: Class 32 contains 6005 members 
Mstep: Class 33 contains 3496 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 118882 members 
Mstep: Class 36 contains 1425 members 
Mstep: Class 37 contains 35694 members 
Mstep: Class 38 contains 1226 members 
Mstep: Class 39 contains 103090 members 
Mstep: Class 40 contains 498 members 
Mstep: Class 41 contains 331 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 18550 members 
Mstep: Class 44 contains 85288 members 
Mstep: Class 45 contains 15009 members 
Mstep: Class 46 contains 467 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 33125 members 
Mstep: Class 49 contains 13499 members 
Mstep: Class 50 contains 513 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4807 members 
Mstep: Class 53 contains 82807 members 
Mstep: Class 54 contains 96951 members 
Mstep: Class 55 contains 9711 members 
Mstep: Class 56 contains 720 members 
Mstep: Class 57 contains 141 members 
Mstep: Class 58 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194729504.000000 Penalty: 135338.375000
Iteration 364Q: 59 clusters Score -1.947295e+08 nChanged 15498
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 196995 members 
Mstep: Class 3 contains 80265 members 
Mstep: Class 4 contains 9330 members 
Mstep: Class 5 contains 9532 members 
Mstep: Class 6 contains 35114 members 
Mstep: Class 7 contains 81206 members 
Mstep: Class 8 contains 14463 members 
Mstep: Class 9 contains 36893 members 
Mstep: Class 10 contains 9096 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8888 members 
Mstep: Class 14 contains 672 members 
Mstep: Class 15 contains 19153 members 
Mstep: Class 16 contains 68074 members 
Mstep: Class 17 contains 110323 members 
Mstep: Class 18 contains 97049 members 
Mstep: Class 19 contains 3394 members 
Mstep: Class 20 contains 55055 members 
Mstep: Class 21 contains 33676 members 
Mstep: Class 22 contains 15627 members 
Mstep: Class 23 contains 9824 members 
Mstep: Class 24 contains 3654 members 
Mstep: Class 25 contains 787 members 
Mstep: Class 26 contains 145 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 89196 members 
Mstep: Class 29 contains 6099 members 
Mstep: Class 30 contains 52944 members 
Mstep: Class 31 contains 25384 members 
Mstep: Class 32 contains 6004 members 
Mstep: Class 33 contains 3462 members 
Mstep: Class 34 contains 386 members 
Mstep: Class 35 contains 121852 members 
Mstep: Class 36 contains 1424 members 
Mstep: Class 37 contains 35594 members 
Mstep: Class 38 contains 1226 members 
Mstep: Class 39 contains 102551 members 
Mstep: Class 40 contains 498 members 
Mstep: Class 41 contains 332 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 18564 members 
Mstep: Class 44 contains 85139 members 
Mstep: Class 45 contains 14765 members 
Mstep: Class 46 contains 467 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 32412 members 
Mstep: Class 49 contains 13499 members 
Mstep: Class 50 contains 513 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4806 members 
Mstep: Class 53 contains 82123 members 
Mstep: Class 54 contains 96892 members 
Mstep: Class 55 contains 9583 members 
Mstep: Class 56 contains 720 members 
Mstep: Class 57 contains 140 members 
Mstep: Class 58 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728416.000000 Penalty: 135338.375000
Iteration 365Q: 59 clusters Score -1.947284e+08 nChanged 15683
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 197011 members 
Mstep: Class 3 contains 80194 members 
Mstep: Class 4 contains 9289 members 
Mstep: Class 5 contains 9562 members 
Mstep: Class 6 contains 35123 members 
Mstep: Class 7 contains 81050 members 
Mstep: Class 8 contains 14458 members 
Mstep: Class 9 contains 36884 members 
Mstep: Class 10 contains 9099 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8888 members 
Mstep: Class 14 contains 672 members 
Mstep: Class 15 contains 19153 members 
Mstep: Class 16 contains 68075 members 
Mstep: Class 17 contains 110061 members 
Mstep: Class 18 contains 95505 members 
Mstep: Class 19 contains 3393 members 
Mstep: Class 20 contains 57157 members 
Mstep: Class 21 contains 33674 members 
Mstep: Class 22 contains 15512 members 
Mstep: Class 23 contains 9810 members 
Mstep: Class 24 contains 3654 members 
Mstep: Class 25 contains 787 members 
Mstep: Class 26 contains 145 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 89046 members 
Mstep: Class 29 contains 6098 members 
Mstep: Class 30 contains 52901 members 
Mstep: Class 31 contains 25429 members 
Mstep: Class 32 contains 6004 members 
Mstep: Class 33 contains 3434 members 
Mstep: Class 34 contains 386 members 
Mstep: Class 35 contains 124548 members 
Mstep: Class 36 contains 1424 members 
Mstep: Class 37 contains 35481 members 
Mstep: Class 38 contains 1226 members 
Mstep: Class 39 contains 102097 members 
Mstep: Class 40 contains 498 members 
Mstep: Class 41 contains 333 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 18574 members 
Mstep: Class 44 contains 84916 members 
Mstep: Class 45 contains 14544 members 
Mstep: Class 46 contains 467 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 31794 members 
Mstep: Class 49 contains 13499 members 
Mstep: Class 50 contains 513 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4803 members 
Mstep: Class 53 contains 81545 members 
Mstep: Class 54 contains 96760 members 
Mstep: Class 55 contains 9460 members 
Mstep: Class 56 contains 720 members 
Mstep: Class 57 contains 140 members 
Mstep: Class 58 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194727088.000000 Penalty: 135338.375000
Iteration 366Q: 59 clusters Score -1.947271e+08 nChanged 15710
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 197016 members 
Mstep: Class 3 contains 80119 members 
Mstep: Class 4 contains 9258 members 
Mstep: Class 5 contains 9599 members 
Mstep: Class 6 contains 35112 members 
Mstep: Class 7 contains 80936 members 
Mstep: Class 8 contains 14454 members 
Mstep: Class 9 contains 36871 members 
Mstep: Class 10 contains 9102 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8888 members 
Mstep: Class 14 contains 672 members 
Mstep: Class 15 contains 19151 members 
Mstep: Class 16 contains 68070 members 
Mstep: Class 17 contains 109966 members 
Mstep: Class 18 contains 94012 members 
Mstep: Class 19 contains 3391 members 
Mstep: Class 20 contains 58848 members 
Mstep: Class 21 contains 33671 members 
Mstep: Class 22 contains 15423 members 
Mstep: Class 23 contains 9799 members 
Mstep: Class 24 contains 3651 members 
Mstep: Class 25 contains 787 members 
Mstep: Class 26 contains 145 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 88829 members 
Mstep: Class 29 contains 6101 members 
Mstep: Class 30 contains 52724 members 
Mstep: Class 31 contains 25481 members 
Mstep: Class 32 contains 6004 members 
Mstep: Class 33 contains 3416 members 
Mstep: Class 34 contains 386 members 
Mstep: Class 35 contains 126998 members 
Mstep: Class 36 contains 1423 members 
Mstep: Class 37 contains 35350 members 
Mstep: Class 38 contains 1228 members 
Mstep: Class 39 contains 101995 members 
Mstep: Class 40 contains 498 members 
Mstep: Class 41 contains 333 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 18585 members 
Mstep: Class 44 contains 84705 members 
Mstep: Class 45 contains 14346 members 
Mstep: Class 46 contains 467 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 31422 members 
Mstep: Class 49 contains 13500 members 
Mstep: Class 50 contains 513 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4801 members 
Mstep: Class 53 contains 80964 members 
Mstep: Class 54 contains 96559 members 
Mstep: Class 55 contains 9366 members 
Mstep: Class 56 contains 720 members 
Mstep: Class 57 contains 140 members 
Mstep: Class 58 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194726432.000000 Penalty: 135338.375000
Iteration 367Q: 59 clusters Score -1.947264e+08 nChanged 15627
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 197016 members 
Mstep: Class 3 contains 80062 members 
Mstep: Class 4 contains 9239 members 
Mstep: Class 5 contains 9622 members 
Mstep: Class 6 contains 35089 members 
Mstep: Class 7 contains 80847 members 
Mstep: Class 8 contains 14443 members 
Mstep: Class 9 contains 36863 members 
Mstep: Class 10 contains 9100 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8889 members 
Mstep: Class 14 contains 672 members 
Mstep: Class 15 contains 19149 members 
Mstep: Class 16 contains 68070 members 
Mstep: Class 17 contains 109909 members 
Mstep: Class 18 contains 92646 members 
Mstep: Class 19 contains 3389 members 
Mstep: Class 20 contains 60452 members 
Mstep: Class 21 contains 33671 members 
Mstep: Class 22 contains 15357 members 
Mstep: Class 23 contains 9795 members 
Mstep: Class 24 contains 3650 members 
Mstep: Class 25 contains 787 members 
Mstep: Class 26 contains 145 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 88638 members 
Mstep: Class 29 contains 6099 members 
Mstep: Class 30 contains 52659 members 
Mstep: Class 31 contains 25526 members 
Mstep: Class 32 contains 6004 members 
Mstep: Class 33 contains 3399 members 
Mstep: Class 34 contains 386 members 
Mstep: Class 35 contains 129321 members 
Mstep: Class 36 contains 1424 members 
Mstep: Class 37 contains 35205 members 
Mstep: Class 38 contains 1229 members 
Mstep: Class 39 contains 101910 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 333 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 18576 members 
Mstep: Class 44 contains 84286 members 
Mstep: Class 45 contains 14133 members 
Mstep: Class 46 contains 467 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 31089 members 
Mstep: Class 49 contains 13502 members 
Mstep: Class 50 contains 513 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4799 members 
Mstep: Class 53 contains 80599 members 
Mstep: Class 54 contains 96202 members 
Mstep: Class 55 contains 9281 members 
Mstep: Class 56 contains 720 members 
Mstep: Class 57 contains 140 members 
Mstep: Class 58 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194725312.000000 Penalty: 135338.375000
Iteration 368Q: 59 clusters Score -1.947253e+08 nChanged 15922
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 197014 members 
Mstep: Class 3 contains 80029 members 
Mstep: Class 4 contains 9216 members 
Mstep: Class 5 contains 9642 members 
Mstep: Class 6 contains 35058 members 
Mstep: Class 7 contains 80760 members 
Mstep: Class 8 contains 14431 members 
Mstep: Class 9 contains 36851 members 
Mstep: Class 10 contains 9098 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8889 members 
Mstep: Class 14 contains 672 members 
Mstep: Class 15 contains 19148 members 
Mstep: Class 16 contains 68073 members 
Mstep: Class 17 contains 109920 members 
Mstep: Class 18 contains 91349 members 
Mstep: Class 19 contains 3388 members 
Mstep: Class 20 contains 62118 members 
Mstep: Class 21 contains 33671 members 
Mstep: Class 22 contains 15269 members 
Mstep: Class 23 contains 9794 members 
Mstep: Class 24 contains 3651 members 
Mstep: Class 25 contains 787 members 
Mstep: Class 26 contains 145 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 88424 members 
Mstep: Class 29 contains 6099 members 
Mstep: Class 30 contains 52321 members 
Mstep: Class 31 contains 25571 members 
Mstep: Class 32 contains 6003 members 
Mstep: Class 33 contains 3384 members 
Mstep: Class 34 contains 386 members 
Mstep: Class 35 contains 131407 members 
Mstep: Class 36 contains 1425 members 
Mstep: Class 37 contains 35032 members 
Mstep: Class 38 contains 1230 members 
Mstep: Class 39 contains 101964 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 333 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 18582 members 
Mstep: Class 44 contains 84121 members 
Mstep: Class 45 contains 13961 members 
Mstep: Class 46 contains 467 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 30857 members 
Mstep: Class 49 contains 13505 members 
Mstep: Class 50 contains 513 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4796 members 
Mstep: Class 53 contains 80173 members 
Mstep: Class 54 contains 95707 members 
Mstep: Class 55 contains 9204 members 
Mstep: Class 56 contains 720 members 
Mstep: Class 57 contains 140 members 
Mstep: Class 58 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194724320.000000 Penalty: 135338.375000
Iteration 369Q: 59 clusters Score -1.947243e+08 nChanged 15571
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 197022 members 
Mstep: Class 3 contains 79988 members 
Mstep: Class 4 contains 9177 members 
Mstep: Class 5 contains 9655 members 
Mstep: Class 6 contains 35022 members 
Mstep: Class 7 contains 80654 members 
Mstep: Class 8 contains 14422 members 
Mstep: Class 9 contains 36853 members 
Mstep: Class 10 contains 9100 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8889 members 
Mstep: Class 14 contains 672 members 
Mstep: Class 15 contains 19146 members 
Mstep: Class 16 contains 68074 members 
Mstep: Class 17 contains 109982 members 
Mstep: Class 18 contains 90088 members 
Mstep: Class 19 contains 3387 members 
Mstep: Class 20 contains 63358 members 
Mstep: Class 21 contains 33677 members 
Mstep: Class 22 contains 15206 members 
Mstep: Class 23 contains 9792 members 
Mstep: Class 24 contains 3651 members 
Mstep: Class 25 contains 787 members 
Mstep: Class 26 contains 145 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 88258 members 
Mstep: Class 29 contains 6100 members 
Mstep: Class 30 contains 51991 members 
Mstep: Class 31 contains 25615 members 
Mstep: Class 32 contains 6003 members 
Mstep: Class 33 contains 3373 members 
Mstep: Class 34 contains 386 members 
Mstep: Class 35 contains 133466 members 
Mstep: Class 36 contains 1426 members 
Mstep: Class 37 contains 34866 members 
Mstep: Class 38 contains 1231 members 
Mstep: Class 39 contains 102082 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 333 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 18599 members 
Mstep: Class 44 contains 84024 members 
Mstep: Class 45 contains 13802 members 
Mstep: Class 46 contains 467 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 30708 members 
Mstep: Class 49 contains 13508 members 
Mstep: Class 50 contains 513 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4792 members 
Mstep: Class 53 contains 79909 members 
Mstep: Class 54 contains 95102 members 
Mstep: Class 55 contains 9138 members 
Mstep: Class 56 contains 720 members 
Mstep: Class 57 contains 140 members 
Mstep: Class 58 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194722864.000000 Penalty: 135338.375000
Iteration 370Q: 59 clusters Score -1.947229e+08 nChanged 15951
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 197029 members 
Mstep: Class 3 contains 79935 members 
Mstep: Class 4 contains 9153 members 
Mstep: Class 5 contains 9661 members 
Mstep: Class 6 contains 34989 members 
Mstep: Class 7 contains 80545 members 
Mstep: Class 8 contains 14415 members 
Mstep: Class 9 contains 36850 members 
Mstep: Class 10 contains 9102 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8888 members 
Mstep: Class 14 contains 672 members 
Mstep: Class 15 contains 19143 members 
Mstep: Class 16 contains 68077 members 
Mstep: Class 17 contains 110083 members 
Mstep: Class 18 contains 88807 members 
Mstep: Class 19 contains 3387 members 
Mstep: Class 20 contains 64628 members 
Mstep: Class 21 contains 33678 members 
Mstep: Class 22 contains 15141 members 
Mstep: Class 23 contains 9787 members 
Mstep: Class 24 contains 3651 members 
Mstep: Class 25 contains 787 members 
Mstep: Class 26 contains 145 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 88100 members 
Mstep: Class 29 contains 6100 members 
Mstep: Class 30 contains 51582 members 
Mstep: Class 31 contains 25654 members 
Mstep: Class 32 contains 6003 members 
Mstep: Class 33 contains 3363 members 
Mstep: Class 34 contains 386 members 
Mstep: Class 35 contains 135259 members 
Mstep: Class 36 contains 1427 members 
Mstep: Class 37 contains 34692 members 
Mstep: Class 38 contains 1231 members 
Mstep: Class 39 contains 102282 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 333 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 18620 members 
Mstep: Class 44 contains 83994 members 
Mstep: Class 45 contains 13657 members 
Mstep: Class 46 contains 467 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 30692 members 
Mstep: Class 49 contains 13509 members 
Mstep: Class 50 contains 513 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4791 members 
Mstep: Class 53 contains 79755 members 
Mstep: Class 54 contains 94395 members 
Mstep: Class 55 contains 9083 members 
Mstep: Class 56 contains 720 members 
Mstep: Class 57 contains 140 members 
Mstep: Class 58 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721792.000000 Penalty: 135338.375000
Iteration 371Q: 59 clusters Score -1.947218e+08 nChanged 14760
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 197033 members 
Mstep: Class 3 contains 79915 members 
Mstep: Class 4 contains 9131 members 
Mstep: Class 5 contains 9663 members 
Mstep: Class 6 contains 34970 members 
Mstep: Class 7 contains 80463 members 
Mstep: Class 8 contains 14406 members 
Mstep: Class 9 contains 36834 members 
Mstep: Class 10 contains 9102 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8886 members 
Mstep: Class 14 contains 672 members 
Mstep: Class 15 contains 19144 members 
Mstep: Class 16 contains 68083 members 
Mstep: Class 17 contains 110258 members 
Mstep: Class 18 contains 87521 members 
Mstep: Class 19 contains 3387 members 
Mstep: Class 20 contains 65216 members 
Mstep: Class 21 contains 33679 members 
Mstep: Class 22 contains 15087 members 
Mstep: Class 23 contains 9780 members 
Mstep: Class 24 contains 3651 members 
Mstep: Class 25 contains 787 members 
Mstep: Class 26 contains 145 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 87952 members 
Mstep: Class 29 contains 6101 members 
Mstep: Class 30 contains 51908 members 
Mstep: Class 31 contains 25691 members 
Mstep: Class 32 contains 6004 members 
Mstep: Class 33 contains 3356 members 
Mstep: Class 34 contains 386 members 
Mstep: Class 35 contains 136860 members 
Mstep: Class 36 contains 1427 members 
Mstep: Class 37 contains 34503 members 
Mstep: Class 38 contains 1231 members 
Mstep: Class 39 contains 102392 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 333 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 18639 members 
Mstep: Class 44 contains 83994 members 
Mstep: Class 45 contains 13519 members 
Mstep: Class 46 contains 467 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 30698 members 
Mstep: Class 49 contains 13511 members 
Mstep: Class 50 contains 513 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4791 members 
Mstep: Class 53 contains 79654 members 
Mstep: Class 54 contains 93658 members 
Mstep: Class 55 contains 9030 members 
Mstep: Class 56 contains 720 members 
Mstep: Class 57 contains 140 members 
Mstep: Class 58 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721008.000000 Penalty: 135338.375000
Iteration 372Q: 59 clusters Score -1.94721e+08 nChanged 13692
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 197030 members 
Mstep: Class 3 contains 79929 members 
Mstep: Class 4 contains 9126 members 
Mstep: Class 5 contains 9670 members 
Mstep: Class 6 contains 34964 members 
Mstep: Class 7 contains 80398 members 
Mstep: Class 8 contains 14395 members 
Mstep: Class 9 contains 36830 members 
Mstep: Class 10 contains 9100 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8885 members 
Mstep: Class 14 contains 672 members 
Mstep: Class 15 contains 19142 members 
Mstep: Class 16 contains 68082 members 
Mstep: Class 17 contains 110421 members 
Mstep: Class 18 contains 86188 members 
Mstep: Class 19 contains 3387 members 
Mstep: Class 20 contains 65047 members 
Mstep: Class 21 contains 33677 members 
Mstep: Class 22 contains 15030 members 
Mstep: Class 23 contains 9780 members 
Mstep: Class 24 contains 3651 members 
Mstep: Class 25 contains 787 members 
Mstep: Class 26 contains 145 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 87817 members 
Mstep: Class 29 contains 6101 members 
Mstep: Class 30 contains 52942 members 
Mstep: Class 31 contains 25710 members 
Mstep: Class 32 contains 6006 members 
Mstep: Class 33 contains 3351 members 
Mstep: Class 34 contains 386 members 
Mstep: Class 35 contains 138135 members 
Mstep: Class 36 contains 1427 members 
Mstep: Class 37 contains 34337 members 
Mstep: Class 38 contains 1231 members 
Mstep: Class 39 contains 102576 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 333 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 18654 members 
Mstep: Class 44 contains 84325 members 
Mstep: Class 45 contains 13389 members 
Mstep: Class 46 contains 467 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 30765 members 
Mstep: Class 49 contains 13514 members 
Mstep: Class 50 contains 513 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4793 members 
Mstep: Class 53 contains 79508 members 
Mstep: Class 54 contains 92819 members 
Mstep: Class 55 contains 8982 members 
Mstep: Class 56 contains 720 members 
Mstep: Class 57 contains 140 members 
Mstep: Class 58 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720160.000000 Penalty: 135338.375000
Iteration 373Q: 59 clusters Score -1.947202e+08 nChanged 12701
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 197039 members 
Mstep: Class 3 contains 79908 members 
Mstep: Class 4 contains 9126 members 
Mstep: Class 5 contains 9667 members 
Mstep: Class 6 contains 34944 members 
Mstep: Class 7 contains 80299 members 
Mstep: Class 8 contains 14386 members 
Mstep: Class 9 contains 36834 members 
Mstep: Class 10 contains 9099 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8885 members 
Mstep: Class 14 contains 672 members 
Mstep: Class 15 contains 19139 members 
Mstep: Class 16 contains 68075 members 
Mstep: Class 17 contains 110591 members 
Mstep: Class 18 contains 85048 members 
Mstep: Class 19 contains 3387 members 
Mstep: Class 20 contains 64114 members 
Mstep: Class 21 contains 33678 members 
Mstep: Class 22 contains 15004 members 
Mstep: Class 23 contains 9771 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 787 members 
Mstep: Class 26 contains 145 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 87718 members 
Mstep: Class 29 contains 6101 members 
Mstep: Class 30 contains 54206 members 
Mstep: Class 31 contains 25738 members 
Mstep: Class 32 contains 6008 members 
Mstep: Class 33 contains 3342 members 
Mstep: Class 34 contains 386 members 
Mstep: Class 35 contains 139600 members 
Mstep: Class 36 contains 1426 members 
Mstep: Class 37 contains 34136 members 
Mstep: Class 38 contains 1231 members 
Mstep: Class 39 contains 102750 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 333 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 18670 members 
Mstep: Class 44 contains 84815 members 
Mstep: Class 45 contains 13251 members 
Mstep: Class 46 contains 467 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 30821 members 
Mstep: Class 49 contains 13517 members 
Mstep: Class 50 contains 513 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4793 members 
Mstep: Class 53 contains 79471 members 
Mstep: Class 54 contains 91939 members 
Mstep: Class 55 contains 8925 members 
Mstep: Class 56 contains 720 members 
Mstep: Class 57 contains 140 members 
Mstep: Class 58 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194718096.000000 Penalty: 135338.375000
Iteration 374Q: 59 clusters Score -1.947181e+08 nChanged 11601
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 197044 members 
Mstep: Class 3 contains 79915 members 
Mstep: Class 4 contains 9129 members 
Mstep: Class 5 contains 9661 members 
Mstep: Class 6 contains 34925 members 
Mstep: Class 7 contains 80234 members 
Mstep: Class 8 contains 14380 members 
Mstep: Class 9 contains 36824 members 
Mstep: Class 10 contains 9096 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8887 members 
Mstep: Class 14 contains 672 members 
Mstep: Class 15 contains 19141 members 
Mstep: Class 16 contains 68074 members 
Mstep: Class 17 contains 110814 members 
Mstep: Class 18 contains 83932 members 
Mstep: Class 19 contains 3387 members 
Mstep: Class 20 contains 62966 members 
Mstep: Class 21 contains 33679 members 
Mstep: Class 22 contains 14920 members 
Mstep: Class 23 contains 9761 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 787 members 
Mstep: Class 26 contains 145 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 87589 members 
Mstep: Class 29 contains 6104 members 
Mstep: Class 30 contains 55282 members 
Mstep: Class 31 contains 25774 members 
Mstep: Class 32 contains 6009 members 
Mstep: Class 33 contains 3340 members 
Mstep: Class 34 contains 386 members 
Mstep: Class 35 contains 140896 members 
Mstep: Class 36 contains 1426 members 
Mstep: Class 37 contains 33895 members 
Mstep: Class 38 contains 1231 members 
Mstep: Class 39 contains 102872 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 333 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 18706 members 
Mstep: Class 44 contains 85726 members 
Mstep: Class 45 contains 13132 members 
Mstep: Class 46 contains 467 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 30899 members 
Mstep: Class 49 contains 13516 members 
Mstep: Class 50 contains 513 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4792 members 
Mstep: Class 53 contains 79569 members 
Mstep: Class 54 contains 91045 members 
Mstep: Class 55 contains 8873 members 
Mstep: Class 56 contains 720 members 
Mstep: Class 57 contains 140 members 
Mstep: Class 58 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716928.000000 Penalty: 135338.375000
Iteration 375Q: 59 clusters Score -1.947169e+08 nChanged 11375
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 197052 members 
Mstep: Class 3 contains 79944 members 
Mstep: Class 4 contains 9127 members 
Mstep: Class 5 contains 9653 members 
Mstep: Class 6 contains 34910 members 
Mstep: Class 7 contains 80176 members 
Mstep: Class 8 contains 14373 members 
Mstep: Class 9 contains 36820 members 
Mstep: Class 10 contains 9098 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8888 members 
Mstep: Class 14 contains 672 members 
Mstep: Class 15 contains 19144 members 
Mstep: Class 16 contains 68074 members 
Mstep: Class 17 contains 111012 members 
Mstep: Class 18 contains 82998 members 
Mstep: Class 19 contains 3387 members 
Mstep: Class 20 contains 61754 members 
Mstep: Class 21 contains 33685 members 
Mstep: Class 22 contains 14826 members 
Mstep: Class 23 contains 9751 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 787 members 
Mstep: Class 26 contains 145 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 87500 members 
Mstep: Class 29 contains 6104 members 
Mstep: Class 30 contains 56082 members 
Mstep: Class 31 contains 25823 members 
Mstep: Class 32 contains 6010 members 
Mstep: Class 33 contains 3340 members 
Mstep: Class 34 contains 386 members 
Mstep: Class 35 contains 142136 members 
Mstep: Class 36 contains 1424 members 
Mstep: Class 37 contains 33623 members 
Mstep: Class 38 contains 1231 members 
Mstep: Class 39 contains 102992 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 333 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 18738 members 
Mstep: Class 44 contains 87067 members 
Mstep: Class 45 contains 13012 members 
Mstep: Class 46 contains 467 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 31006 members 
Mstep: Class 49 contains 13514 members 
Mstep: Class 50 contains 513 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4794 members 
Mstep: Class 53 contains 79617 members 
Mstep: Class 54 contains 89945 members 
Mstep: Class 55 contains 8809 members 
Mstep: Class 56 contains 720 members 
Mstep: Class 57 contains 140 members 
Mstep: Class 58 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715680.000000 Penalty: 135338.375000
Iteration 376Q: 59 clusters Score -1.947157e+08 nChanged 10760
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 197062 members 
Mstep: Class 3 contains 79948 members 
Mstep: Class 4 contains 9127 members 
Mstep: Class 5 contains 9639 members 
Mstep: Class 6 contains 34912 members 
Mstep: Class 7 contains 80153 members 
Mstep: Class 8 contains 14361 members 
Mstep: Class 9 contains 36819 members 
Mstep: Class 10 contains 9097 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8888 members 
Mstep: Class 14 contains 672 members 
Mstep: Class 15 contains 19146 members 
Mstep: Class 16 contains 68070 members 
Mstep: Class 17 contains 111167 members 
Mstep: Class 18 contains 82073 members 
Mstep: Class 19 contains 3387 members 
Mstep: Class 20 contains 60606 members 
Mstep: Class 21 contains 33690 members 
Mstep: Class 22 contains 14736 members 
Mstep: Class 23 contains 9747 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 787 members 
Mstep: Class 26 contains 145 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 87475 members 
Mstep: Class 29 contains 6106 members 
Mstep: Class 30 contains 56512 members 
Mstep: Class 31 contains 25851 members 
Mstep: Class 32 contains 6012 members 
Mstep: Class 33 contains 3337 members 
Mstep: Class 34 contains 386 members 
Mstep: Class 35 contains 143045 members 
Mstep: Class 36 contains 1424 members 
Mstep: Class 37 contains 33328 members 
Mstep: Class 38 contains 1231 members 
Mstep: Class 39 contains 103168 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 333 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 18765 members 
Mstep: Class 44 contains 88676 members 
Mstep: Class 45 contains 12904 members 
Mstep: Class 46 contains 467 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 31192 members 
Mstep: Class 49 contains 13515 members 
Mstep: Class 50 contains 513 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4794 members 
Mstep: Class 53 contains 79996 members 
Mstep: Class 54 contains 88722 members 
Mstep: Class 55 contains 8753 members 
Mstep: Class 56 contains 720 members 
Mstep: Class 57 contains 140 members 
Mstep: Class 58 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194714736.000000 Penalty: 135338.375000
Iteration 377Q: 59 clusters Score -1.947147e+08 nChanged 10645
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 197066 members 
Mstep: Class 3 contains 79976 members 
Mstep: Class 4 contains 9109 members 
Mstep: Class 5 contains 9634 members 
Mstep: Class 6 contains 34922 members 
Mstep: Class 7 contains 80149 members 
Mstep: Class 8 contains 14344 members 
Mstep: Class 9 contains 36821 members 
Mstep: Class 10 contains 9091 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8888 members 
Mstep: Class 14 contains 672 members 
Mstep: Class 15 contains 19147 members 
Mstep: Class 16 contains 68073 members 
Mstep: Class 17 contains 111291 members 
Mstep: Class 18 contains 81114 members 
Mstep: Class 19 contains 3387 members 
Mstep: Class 20 contains 59479 members 
Mstep: Class 21 contains 33691 members 
Mstep: Class 22 contains 14673 members 
Mstep: Class 23 contains 9742 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 787 members 
Mstep: Class 26 contains 145 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 87516 members 
Mstep: Class 29 contains 6107 members 
Mstep: Class 30 contains 56658 members 
Mstep: Class 31 contains 25870 members 
Mstep: Class 32 contains 6012 members 
Mstep: Class 33 contains 3338 members 
Mstep: Class 34 contains 386 members 
Mstep: Class 35 contains 143954 members 
Mstep: Class 36 contains 1425 members 
Mstep: Class 37 contains 33019 members 
Mstep: Class 38 contains 1231 members 
Mstep: Class 39 contains 103290 members 
Mstep: Class 40 contains 499 members 
Mstep: Class 41 contains 333 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 18788 members 
Mstep: Class 44 contains 90333 members 
Mstep: Class 45 contains 12793 members 
Mstep: Class 46 contains 467 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 31383 members 
Mstep: Class 49 contains 13517 members 
Mstep: Class 50 contains 513 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4796 members 
Mstep: Class 53 contains 80744 members 
Mstep: Class 54 contains 87363 members 
Mstep: Class 55 contains 8688 members 
Mstep: Class 56 contains 720 members 
Mstep: Class 57 contains 140 members 
Mstep: Class 58 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194713104.000000 Penalty: 135338.375000
Iteration 378Q: 59 clusters Score -1.947131e+08 nChanged 10534
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 197075 members 
Mstep: Class 3 contains 80047 members 
Mstep: Class 4 contains 9086 members 
Mstep: Class 5 contains 9617 members 
Mstep: Class 6 contains 34930 members 
Mstep: Class 7 contains 80149 members 
Mstep: Class 8 contains 14327 members 
Mstep: Class 9 contains 36823 members 
Mstep: Class 10 contains 9086 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8888 members 
Mstep: Class 14 contains 672 members 
Mstep: Class 15 contains 19146 members 
Mstep: Class 16 contains 68075 members 
Mstep: Class 17 contains 111429 members 
Mstep: Class 18 contains 80215 members 
Mstep: Class 19 contains 3387 members 
Mstep: Class 20 contains 58449 members 
Mstep: Class 21 contains 33690 members 
Mstep: Class 22 contains 14617 members 
Mstep: Class 23 contains 9736 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 787 members 
Mstep: Class 26 contains 145 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 87536 members 
Mstep: Class 29 contains 6108 members 
Mstep: Class 30 contains 56754 members 
Mstep: Class 31 contains 25887 members 
Mstep: Class 32 contains 6012 members 
Mstep: Class 33 contains 3332 members 
Mstep: Class 34 contains 386 members 
Mstep: Class 35 contains 144743 members 
Mstep: Class 36 contains 1425 members 
Mstep: Class 37 contains 32675 members 
Mstep: Class 38 contains 1231 members 
Mstep: Class 39 contains 103399 members 
Mstep: Class 40 contains 498 members 
Mstep: Class 41 contains 333 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 18814 members 
Mstep: Class 44 contains 92219 members 
Mstep: Class 45 contains 12683 members 
Mstep: Class 46 contains 467 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 31556 members 
Mstep: Class 49 contains 13521 members 
Mstep: Class 50 contains 513 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4793 members 
Mstep: Class 53 contains 81410 members 
Mstep: Class 54 contains 85933 members 
Mstep: Class 55 contains 8614 members 
Mstep: Class 56 contains 720 members 
Mstep: Class 57 contains 140 members 
Mstep: Class 58 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194712864.000000 Penalty: 135338.375000
Iteration 379Q: 59 clusters Score -1.947129e+08 nChanged 10107
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 197086 members 
Mstep: Class 3 contains 80093 members 
Mstep: Class 4 contains 9083 members 
Mstep: Class 5 contains 9585 members 
Mstep: Class 6 contains 34926 members 
Mstep: Class 7 contains 80121 members 
Mstep: Class 8 contains 14314 members 
Mstep: Class 9 contains 36821 members 
Mstep: Class 10 contains 9075 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 8887 members 
Mstep: Class 14 contains 672 members 
Mstep: Class 15 contains 19146 members 
Mstep: Class 16 contains 68073 members 
Mstep: Class 17 contains 111544 members 
Mstep: Class 18 contains 79276 members 
Mstep: Class 19 contains 3388 members 
Mstep: Class 20 contains 57355 members 
Mstep: Class 21 contains 33690 members 
Mstep: Class 22 contains 14575 members 
Mstep: Class 23 contains 9737 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 787 members 
Mstep: Class 26 contains 145 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 87593 members 
Mstep: Class 29 contains 6108 members 
Mstep: Class 30 contains 56767 members 
Mstep: Class 31 contains 25910 members 
Mstep: Class 32 contains 6012 members 
Mstep: Class 33 contains 3328 members 
Mstep: Class 34 contains 386 members 
Mstep: Class 35 contains 145554 members 
Mstep: Class 36 contains 1425 members 
Mstep: Class 37 contains 32317 members 
Mstep: Class 38 contains 1231 members 
Mstep: Class 39 contains 103536 members 
Mstep: Class 40 contains 498 members 
Mstep: Class 41 contains 333 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 18843 members 
Mstep: Class 44 contains 93731 members 
Mstep: Class 45 contains 12557 members 
Mstep: Class 46 contains 467 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 31727 members 
Mstep: Class 49 contains 13524 members 
Mstep: Class 50 contains 513 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4789 members 
Mstep: Class 53 contains 82612 members 
Mstep: Class 54 contains 84524 members 
Mstep: Class 55 contains 8552 members 
Mstep: Class 56 contains 720 members 
Mstep: Class 57 contains 140 members 
Mstep: Class 58 contains 301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194713104.000000 Penalty: 135338.375000
Iteration 380F: 59 clusters Score -1.947131e+08 nChanged 13756
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 197095 members 
Mstep: Class 3 contains 80146 members 
Mstep: Class 4 contains 9075 members 
Mstep: Class 5 contains 9561 members 
Mstep: Class 6 contains 34929 members 
Mstep: Class 7 contains 80102 members 
Mstep: Class 8 contains 14305 members 
Mstep: Class 9 contains 36818 members 
Mstep: Class 10 contains 9077 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8887 members 
Mstep: Class 14 contains 672 members 
Mstep: Class 15 contains 19142 members 
Mstep: Class 16 contains 68068 members 
Mstep: Class 17 contains 111632 members 
Mstep: Class 18 contains 78670 members 
Mstep: Class 19 contains 3388 members 
Mstep: Class 20 contains 59185 members 
Mstep: Class 21 contains 33692 members 
Mstep: Class 22 contains 14526 members 
Mstep: Class 23 contains 9731 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 787 members 
Mstep: Class 26 contains 145 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 87688 members 
Mstep: Class 29 contains 6109 members 
Mstep: Class 30 contains 55666 members 
Mstep: Class 31 contains 25939 members 
Mstep: Class 32 contains 6011 members 
Mstep: Class 33 contains 3329 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 146195 members 
Mstep: Class 36 contains 1426 members 
Mstep: Class 37 contains 31950 members 
Mstep: Class 38 contains 1231 members 
Mstep: Class 39 contains 103653 members 
Mstep: Class 40 contains 498 members 
Mstep: Class 41 contains 333 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 18872 members 
Mstep: Class 44 contains 93337 members 
Mstep: Class 45 contains 12441 members 
Mstep: Class 46 contains 467 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 31914 members 
Mstep: Class 49 contains 13527 members 
Mstep: Class 50 contains 513 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4789 members 
Mstep: Class 53 contains 83672 members 
Mstep: Class 54 contains 83148 members 
Mstep: Class 55 contains 8483 members 
Mstep: Class 56 contains 720 members 
Mstep: Class 57 contains 145 members 
Mstep: Class 58 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194713792.000000 Penalty: 135338.375000
Iteration 381Q: 59 clusters Score -1.947138e+08 nChanged 13443
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 197091 members 
Mstep: Class 3 contains 80192 members 
Mstep: Class 4 contains 9059 members 
Mstep: Class 5 contains 9531 members 
Mstep: Class 6 contains 34922 members 
Mstep: Class 7 contains 80084 members 
Mstep: Class 8 contains 14296 members 
Mstep: Class 9 contains 36818 members 
Mstep: Class 10 contains 9074 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8887 members 
Mstep: Class 14 contains 672 members 
Mstep: Class 15 contains 19141 members 
Mstep: Class 16 contains 68066 members 
Mstep: Class 17 contains 111776 members 
Mstep: Class 18 contains 78214 members 
Mstep: Class 19 contains 3387 members 
Mstep: Class 20 contains 61076 members 
Mstep: Class 21 contains 33697 members 
Mstep: Class 22 contains 14455 members 
Mstep: Class 23 contains 9731 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 787 members 
Mstep: Class 26 contains 145 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 87760 members 
Mstep: Class 29 contains 6110 members 
Mstep: Class 30 contains 54549 members 
Mstep: Class 31 contains 25976 members 
Mstep: Class 32 contains 6012 members 
Mstep: Class 33 contains 3330 members 
Mstep: Class 34 contains 383 members 
Mstep: Class 35 contains 146777 members 
Mstep: Class 36 contains 1426 members 
Mstep: Class 37 contains 31574 members 
Mstep: Class 38 contains 1231 members 
Mstep: Class 39 contains 103744 members 
Mstep: Class 40 contains 497 members 
Mstep: Class 41 contains 333 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 18889 members 
Mstep: Class 44 contains 92827 members 
Mstep: Class 45 contains 12334 members 
Mstep: Class 46 contains 468 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 32115 members 
Mstep: Class 49 contains 13528 members 
Mstep: Class 50 contains 514 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4788 members 
Mstep: Class 53 contains 84789 members 
Mstep: Class 54 contains 81723 members 
Mstep: Class 55 contains 8415 members 
Mstep: Class 56 contains 720 members 
Mstep: Class 57 contains 147 members 
Mstep: Class 58 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194713040.000000 Penalty: 135338.375000
Iteration 382Q: 59 clusters Score -1.94713e+08 nChanged 13150
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 197084 members 
Mstep: Class 3 contains 80236 members 
Mstep: Class 4 contains 9052 members 
Mstep: Class 5 contains 9494 members 
Mstep: Class 6 contains 34917 members 
Mstep: Class 7 contains 80044 members 
Mstep: Class 8 contains 14288 members 
Mstep: Class 9 contains 36811 members 
Mstep: Class 10 contains 9072 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8887 members 
Mstep: Class 14 contains 672 members 
Mstep: Class 15 contains 19141 members 
Mstep: Class 16 contains 68064 members 
Mstep: Class 17 contains 111910 members 
Mstep: Class 18 contains 77723 members 
Mstep: Class 19 contains 3388 members 
Mstep: Class 20 contains 62777 members 
Mstep: Class 21 contains 33699 members 
Mstep: Class 22 contains 14432 members 
Mstep: Class 23 contains 9734 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 145 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 87850 members 
Mstep: Class 29 contains 6110 members 
Mstep: Class 30 contains 53292 members 
Mstep: Class 31 contains 26033 members 
Mstep: Class 32 contains 6009 members 
Mstep: Class 33 contains 3325 members 
Mstep: Class 34 contains 384 members 
Mstep: Class 35 contains 147500 members 
Mstep: Class 36 contains 1427 members 
Mstep: Class 37 contains 31200 members 
Mstep: Class 38 contains 1231 members 
Mstep: Class 39 contains 103824 members 
Mstep: Class 40 contains 497 members 
Mstep: Class 41 contains 332 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 18911 members 
Mstep: Class 44 contains 92462 members 
Mstep: Class 45 contains 12211 members 
Mstep: Class 46 contains 468 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 32286 members 
Mstep: Class 49 contains 13530 members 
Mstep: Class 50 contains 511 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4790 members 
Mstep: Class 53 contains 85925 members 
Mstep: Class 54 contains 80359 members 
Mstep: Class 55 contains 8353 members 
Mstep: Class 56 contains 720 members 
Mstep: Class 57 contains 150 members 
Mstep: Class 58 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194712240.000000 Penalty: 135338.375000
Iteration 383Q: 59 clusters Score -1.947122e+08 nChanged 13011
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 197082 members 
Mstep: Class 3 contains 80244 members 
Mstep: Class 4 contains 9049 members 
Mstep: Class 5 contains 9461 members 
Mstep: Class 6 contains 34904 members 
Mstep: Class 7 contains 80039 members 
Mstep: Class 8 contains 14283 members 
Mstep: Class 9 contains 36806 members 
Mstep: Class 10 contains 9067 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8887 members 
Mstep: Class 14 contains 671 members 
Mstep: Class 15 contains 19147 members 
Mstep: Class 16 contains 68060 members 
Mstep: Class 17 contains 112035 members 
Mstep: Class 18 contains 77326 members 
Mstep: Class 19 contains 3390 members 
Mstep: Class 20 contains 64521 members 
Mstep: Class 21 contains 33703 members 
Mstep: Class 22 contains 14407 members 
Mstep: Class 23 contains 9731 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 788 members 
Mstep: Class 26 contains 146 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 87962 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 52265 members 
Mstep: Class 31 contains 26080 members 
Mstep: Class 32 contains 6012 members 
Mstep: Class 33 contains 3320 members 
Mstep: Class 34 contains 386 members 
Mstep: Class 35 contains 148157 members 
Mstep: Class 36 contains 1429 members 
Mstep: Class 37 contains 30842 members 
Mstep: Class 38 contains 1231 members 
Mstep: Class 39 contains 103889 members 
Mstep: Class 40 contains 497 members 
Mstep: Class 41 contains 330 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 18929 members 
Mstep: Class 44 contains 91841 members 
Mstep: Class 45 contains 12085 members 
Mstep: Class 46 contains 469 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 32453 members 
Mstep: Class 49 contains 13530 members 
Mstep: Class 50 contains 509 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4789 members 
Mstep: Class 53 contains 86985 members 
Mstep: Class 54 contains 79025 members 
Mstep: Class 55 contains 8294 members 
Mstep: Class 56 contains 720 members 
Mstep: Class 57 contains 152 members 
Mstep: Class 58 contains 297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194711552.000000 Penalty: 135338.375000
Iteration 384Q: 59 clusters Score -1.947116e+08 nChanged 13149
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 197067 members 
Mstep: Class 3 contains 80275 members 
Mstep: Class 4 contains 9058 members 
Mstep: Class 5 contains 9438 members 
Mstep: Class 6 contains 34906 members 
Mstep: Class 7 contains 80029 members 
Mstep: Class 8 contains 14273 members 
Mstep: Class 9 contains 36806 members 
Mstep: Class 10 contains 9060 members 
Mstep: Class 11 contains 198 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8887 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19150 members 
Mstep: Class 16 contains 68056 members 
Mstep: Class 17 contains 112188 members 
Mstep: Class 18 contains 77155 members 
Mstep: Class 19 contains 3391 members 
Mstep: Class 20 contains 66282 members 
Mstep: Class 21 contains 33710 members 
Mstep: Class 22 contains 14373 members 
Mstep: Class 23 contains 9731 members 
Mstep: Class 24 contains 3653 members 
Mstep: Class 25 contains 788 members 
Mstep: Class 26 contains 147 members 
Mstep: Class 27 contains 578 members 
Mstep: Class 28 contains 88076 members 
Mstep: Class 29 contains 6110 members 
Mstep: Class 30 contains 51327 members 
Mstep: Class 31 contains 26108 members 
Mstep: Class 32 contains 6017 members 
Mstep: Class 33 contains 3314 members 
Mstep: Class 34 contains 390 members 
Mstep: Class 35 contains 148909 members 
Mstep: Class 36 contains 1429 members 
Mstep: Class 37 contains 30490 members 
Mstep: Class 38 contains 1230 members 
Mstep: Class 39 contains 103901 members 
Mstep: Class 40 contains 498 members 
Mstep: Class 41 contains 330 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 18943 members 
Mstep: Class 44 contains 91063 members 
Mstep: Class 45 contains 11993 members 
Mstep: Class 46 contains 468 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 32608 members 
Mstep: Class 49 contains 13530 members 
Mstep: Class 50 contains 505 members 
Mstep: Class 51 contains 1002 members 
Mstep: Class 52 contains 4789 members 
Mstep: Class 53 contains 87815 members 
Mstep: Class 54 contains 77653 members 
Mstep: Class 55 contains 8222 members 
Mstep: Class 56 contains 720 members 
Mstep: Class 57 contains 151 members 
Mstep: Class 58 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194711568.000000 Penalty: 135338.375000
Iteration 385Q: 59 clusters Score -1.947116e+08 nChanged 12954
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 197070 members 
Mstep: Class 3 contains 80314 members 
Mstep: Class 4 contains 9058 members 
Mstep: Class 5 contains 9416 members 
Mstep: Class 6 contains 34920 members 
Mstep: Class 7 contains 80003 members 
Mstep: Class 8 contains 14267 members 
Mstep: Class 9 contains 36806 members 
Mstep: Class 10 contains 9059 members 
Mstep: Class 11 contains 197 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8886 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19154 members 
Mstep: Class 16 contains 68050 members 
Mstep: Class 17 contains 112319 members 
Mstep: Class 18 contains 76984 members 
Mstep: Class 19 contains 3393 members 
Mstep: Class 20 contains 68155 members 
Mstep: Class 21 contains 33714 members 
Mstep: Class 22 contains 14342 members 
Mstep: Class 23 contains 9729 members 
Mstep: Class 24 contains 3655 members 
Mstep: Class 25 contains 788 members 
Mstep: Class 26 contains 147 members 
Mstep: Class 27 contains 577 members 
Mstep: Class 28 contains 88213 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 50279 members 
Mstep: Class 31 contains 26151 members 
Mstep: Class 32 contains 6018 members 
Mstep: Class 33 contains 3316 members 
Mstep: Class 34 contains 391 members 
Mstep: Class 35 contains 149536 members 
Mstep: Class 36 contains 1428 members 
Mstep: Class 37 contains 30112 members 
Mstep: Class 38 contains 1231 members 
Mstep: Class 39 contains 103913 members 
Mstep: Class 40 contains 500 members 
Mstep: Class 41 contains 330 members 
Mstep: Class 42 contains 505 members 
Mstep: Class 43 contains 18968 members 
Mstep: Class 44 contains 90554 members 
Mstep: Class 45 contains 11895 members 
Mstep: Class 46 contains 469 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 32767 members 
Mstep: Class 49 contains 13529 members 
Mstep: Class 50 contains 503 members 
Mstep: Class 51 contains 1003 members 
Mstep: Class 52 contains 4781 members 
Mstep: Class 53 contains 88400 members 
Mstep: Class 54 contains 76366 members 
Mstep: Class 55 contains 8144 members 
Mstep: Class 56 contains 720 members 
Mstep: Class 57 contains 151 members 
Mstep: Class 58 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194710176.000000 Penalty: 135338.375000
Iteration 386Q: 59 clusters Score -1.947102e+08 nChanged 12182
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 197083 members 
Mstep: Class 3 contains 80301 members 
Mstep: Class 4 contains 9067 members 
Mstep: Class 5 contains 9399 members 
Mstep: Class 6 contains 34934 members 
Mstep: Class 7 contains 79974 members 
Mstep: Class 8 contains 14265 members 
Mstep: Class 9 contains 36802 members 
Mstep: Class 10 contains 9053 members 
Mstep: Class 11 contains 196 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8886 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19155 members 
Mstep: Class 16 contains 68045 members 
Mstep: Class 17 contains 112496 members 
Mstep: Class 18 contains 77009 members 
Mstep: Class 19 contains 3394 members 
Mstep: Class 20 contains 70186 members 
Mstep: Class 21 contains 33721 members 
Mstep: Class 22 contains 14290 members 
Mstep: Class 23 contains 9724 members 
Mstep: Class 24 contains 3655 members 
Mstep: Class 25 contains 788 members 
Mstep: Class 26 contains 147 members 
Mstep: Class 27 contains 577 members 
Mstep: Class 28 contains 88325 members 
Mstep: Class 29 contains 6112 members 
Mstep: Class 30 contains 49277 members 
Mstep: Class 31 contains 26187 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 3314 members 
Mstep: Class 34 contains 391 members 
Mstep: Class 35 contains 149919 members 
Mstep: Class 36 contains 1427 members 
Mstep: Class 37 contains 29763 members 
Mstep: Class 38 contains 1231 members 
Mstep: Class 39 contains 103895 members 
Mstep: Class 40 contains 502 members 
Mstep: Class 41 contains 330 members 
Mstep: Class 42 contains 505 members 
Mstep: Class 43 contains 19002 members 
Mstep: Class 44 contains 90108 members 
Mstep: Class 45 contains 11802 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 32906 members 
Mstep: Class 49 contains 13529 members 
Mstep: Class 50 contains 501 members 
Mstep: Class 51 contains 1002 members 
Mstep: Class 52 contains 4776 members 
Mstep: Class 53 contains 88878 members 
Mstep: Class 54 contains 75033 members 
Mstep: Class 55 contains 8062 members 
Mstep: Class 56 contains 720 members 
Mstep: Class 57 contains 151 members 
Mstep: Class 58 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194709808.000000 Penalty: 135338.375000
Iteration 387Q: 59 clusters Score -1.947098e+08 nChanged 12403
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 197080 members 
Mstep: Class 3 contains 80273 members 
Mstep: Class 4 contains 9083 members 
Mstep: Class 5 contains 9352 members 
Mstep: Class 6 contains 34947 members 
Mstep: Class 7 contains 79914 members 
Mstep: Class 8 contains 14262 members 
Mstep: Class 9 contains 36797 members 
Mstep: Class 10 contains 9050 members 
Mstep: Class 11 contains 196 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8886 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19158 members 
Mstep: Class 16 contains 68040 members 
Mstep: Class 17 contains 112671 members 
Mstep: Class 18 contains 77045 members 
Mstep: Class 19 contains 3392 members 
Mstep: Class 20 contains 72055 members 
Mstep: Class 21 contains 33728 members 
Mstep: Class 22 contains 14241 members 
Mstep: Class 23 contains 9720 members 
Mstep: Class 24 contains 3656 members 
Mstep: Class 25 contains 788 members 
Mstep: Class 26 contains 147 members 
Mstep: Class 27 contains 577 members 
Mstep: Class 28 contains 88430 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 48497 members 
Mstep: Class 31 contains 26235 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 3316 members 
Mstep: Class 34 contains 391 members 
Mstep: Class 35 contains 150380 members 
Mstep: Class 36 contains 1427 members 
Mstep: Class 37 contains 29368 members 
Mstep: Class 38 contains 1231 members 
Mstep: Class 39 contains 103909 members 
Mstep: Class 40 contains 503 members 
Mstep: Class 41 contains 329 members 
Mstep: Class 42 contains 505 members 
Mstep: Class 43 contains 19042 members 
Mstep: Class 44 contains 89535 members 
Mstep: Class 45 contains 11726 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 33034 members 
Mstep: Class 49 contains 13530 members 
Mstep: Class 50 contains 500 members 
Mstep: Class 51 contains 1002 members 
Mstep: Class 52 contains 4766 members 
Mstep: Class 53 contains 89455 members 
Mstep: Class 54 contains 73678 members 
Mstep: Class 55 contains 7963 members 
Mstep: Class 56 contains 720 members 
Mstep: Class 57 contains 151 members 
Mstep: Class 58 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194708432.000000 Penalty: 135338.375000
Iteration 388Q: 59 clusters Score -1.947084e+08 nChanged 12141
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 197082 members 
Mstep: Class 3 contains 80265 members 
Mstep: Class 4 contains 9090 members 
Mstep: Class 5 contains 9307 members 
Mstep: Class 6 contains 34954 members 
Mstep: Class 7 contains 79837 members 
Mstep: Class 8 contains 14261 members 
Mstep: Class 9 contains 36787 members 
Mstep: Class 10 contains 9050 members 
Mstep: Class 11 contains 196 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8886 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19161 members 
Mstep: Class 16 contains 68030 members 
Mstep: Class 17 contains 112892 members 
Mstep: Class 18 contains 77023 members 
Mstep: Class 19 contains 3390 members 
Mstep: Class 20 contains 73833 members 
Mstep: Class 21 contains 33732 members 
Mstep: Class 22 contains 14188 members 
Mstep: Class 23 contains 9716 members 
Mstep: Class 24 contains 3655 members 
Mstep: Class 25 contains 788 members 
Mstep: Class 26 contains 147 members 
Mstep: Class 27 contains 577 members 
Mstep: Class 28 contains 88519 members 
Mstep: Class 29 contains 6112 members 
Mstep: Class 30 contains 47458 members 
Mstep: Class 31 contains 26292 members 
Mstep: Class 32 contains 6020 members 
Mstep: Class 33 contains 3312 members 
Mstep: Class 34 contains 391 members 
Mstep: Class 35 contains 150893 members 
Mstep: Class 36 contains 1427 members 
Mstep: Class 37 contains 29000 members 
Mstep: Class 38 contains 1232 members 
Mstep: Class 39 contains 103956 members 
Mstep: Class 40 contains 505 members 
Mstep: Class 41 contains 329 members 
Mstep: Class 42 contains 505 members 
Mstep: Class 43 contains 19078 members 
Mstep: Class 44 contains 89167 members 
Mstep: Class 45 contains 11641 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 33162 members 
Mstep: Class 49 contains 13531 members 
Mstep: Class 50 contains 498 members 
Mstep: Class 51 contains 1002 members 
Mstep: Class 52 contains 4762 members 
Mstep: Class 53 contains 90076 members 
Mstep: Class 54 contains 72352 members 
Mstep: Class 55 contains 7868 members 
Mstep: Class 56 contains 721 members 
Mstep: Class 57 contains 151 members 
Mstep: Class 58 contains 298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194708144.000000 Penalty: 135338.375000
Iteration 389Q: 59 clusters Score -1.947081e+08 nChanged 12156
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 197089 members 
Mstep: Class 3 contains 80238 members 
Mstep: Class 4 contains 9092 members 
Mstep: Class 5 contains 9262 members 
Mstep: Class 6 contains 34952 members 
Mstep: Class 7 contains 79778 members 
Mstep: Class 8 contains 14263 members 
Mstep: Class 9 contains 36784 members 
Mstep: Class 10 contains 9047 members 
Mstep: Class 11 contains 196 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8886 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19163 members 
Mstep: Class 16 contains 68023 members 
Mstep: Class 17 contains 113069 members 
Mstep: Class 18 contains 77043 members 
Mstep: Class 19 contains 3391 members 
Mstep: Class 20 contains 75516 members 
Mstep: Class 21 contains 33734 members 
Mstep: Class 22 contains 14164 members 
Mstep: Class 23 contains 9714 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 788 members 
Mstep: Class 26 contains 147 members 
Mstep: Class 27 contains 577 members 
Mstep: Class 28 contains 88659 members 
Mstep: Class 29 contains 6114 members 
Mstep: Class 30 contains 46630 members 
Mstep: Class 31 contains 26344 members 
Mstep: Class 32 contains 6021 members 
Mstep: Class 33 contains 3320 members 
Mstep: Class 34 contains 391 members 
Mstep: Class 35 contains 151338 members 
Mstep: Class 36 contains 1427 members 
Mstep: Class 37 contains 28634 members 
Mstep: Class 38 contains 1231 members 
Mstep: Class 39 contains 103984 members 
Mstep: Class 40 contains 506 members 
Mstep: Class 41 contains 329 members 
Mstep: Class 42 contains 505 members 
Mstep: Class 43 contains 19126 members 
Mstep: Class 44 contains 88864 members 
Mstep: Class 45 contains 11519 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 33268 members 
Mstep: Class 49 contains 13531 members 
Mstep: Class 50 contains 498 members 
Mstep: Class 51 contains 1002 members 
Mstep: Class 52 contains 4755 members 
Mstep: Class 53 contains 90611 members 
Mstep: Class 54 contains 70970 members 
Mstep: Class 55 contains 7790 members 
Mstep: Class 56 contains 720 members 
Mstep: Class 57 contains 151 members 
Mstep: Class 58 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194707616.000000 Penalty: 135338.375000
Iteration 390Q: 59 clusters Score -1.947076e+08 nChanged 11974
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 197094 members 
Mstep: Class 3 contains 80193 members 
Mstep: Class 4 contains 9084 members 
Mstep: Class 5 contains 9237 members 
Mstep: Class 6 contains 34945 members 
Mstep: Class 7 contains 79762 members 
Mstep: Class 8 contains 14258 members 
Mstep: Class 9 contains 36775 members 
Mstep: Class 10 contains 9048 members 
Mstep: Class 11 contains 196 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8886 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19168 members 
Mstep: Class 16 contains 68012 members 
Mstep: Class 17 contains 113192 members 
Mstep: Class 18 contains 77126 members 
Mstep: Class 19 contains 3390 members 
Mstep: Class 20 contains 77297 members 
Mstep: Class 21 contains 33736 members 
Mstep: Class 22 contains 14125 members 
Mstep: Class 23 contains 9709 members 
Mstep: Class 24 contains 3652 members 
Mstep: Class 25 contains 788 members 
Mstep: Class 26 contains 147 members 
Mstep: Class 27 contains 577 members 
Mstep: Class 28 contains 88829 members 
Mstep: Class 29 contains 6113 members 
Mstep: Class 30 contains 45654 members 
Mstep: Class 31 contains 26402 members 
Mstep: Class 32 contains 6022 members 
Mstep: Class 33 contains 3320 members 
Mstep: Class 34 contains 391 members 
Mstep: Class 35 contains 151741 members 
Mstep: Class 36 contains 1428 members 
Mstep: Class 37 contains 28258 members 
Mstep: Class 38 contains 1230 members 
Mstep: Class 39 contains 104031 members 
Mstep: Class 40 contains 508 members 
Mstep: Class 41 contains 328 members 
Mstep: Class 42 contains 505 members 
Mstep: Class 43 contains 19162 members 
Mstep: Class 44 contains 88563 members 
Mstep: Class 45 contains 11369 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 33394 members 
Mstep: Class 49 contains 13533 members 
Mstep: Class 50 contains 498 members 
Mstep: Class 51 contains 1002 members 
Mstep: Class 52 contains 4752 members 
Mstep: Class 53 contains 91194 members 
Mstep: Class 54 contains 69590 members 
Mstep: Class 55 contains 7721 members 
Mstep: Class 56 contains 721 members 
Mstep: Class 57 contains 151 members 
Mstep: Class 58 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194707632.000000 Penalty: 135338.375000
Iteration 391Q: 59 clusters Score -1.947076e+08 nChanged 11677
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 197101 members 
Mstep: Class 3 contains 80172 members 
Mstep: Class 4 contains 9080 members 
Mstep: Class 5 contains 9209 members 
Mstep: Class 6 contains 34952 members 
Mstep: Class 7 contains 79757 members 
Mstep: Class 8 contains 14250 members 
Mstep: Class 9 contains 36764 members 
Mstep: Class 10 contains 9051 members 
Mstep: Class 11 contains 196 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8886 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19167 members 
Mstep: Class 16 contains 68010 members 
Mstep: Class 17 contains 113429 members 
Mstep: Class 18 contains 77208 members 
Mstep: Class 19 contains 3390 members 
Mstep: Class 20 contains 79354 members 
Mstep: Class 21 contains 33738 members 
Mstep: Class 22 contains 14090 members 
Mstep: Class 23 contains 9705 members 
Mstep: Class 24 contains 3651 members 
Mstep: Class 25 contains 788 members 
Mstep: Class 26 contains 147 members 
Mstep: Class 27 contains 577 members 
Mstep: Class 28 contains 88985 members 
Mstep: Class 29 contains 6113 members 
Mstep: Class 30 contains 44693 members 
Mstep: Class 31 contains 26466 members 
Mstep: Class 32 contains 6024 members 
Mstep: Class 33 contains 3318 members 
Mstep: Class 34 contains 391 members 
Mstep: Class 35 contains 151889 members 
Mstep: Class 36 contains 1425 members 
Mstep: Class 37 contains 27890 members 
Mstep: Class 38 contains 1229 members 
Mstep: Class 39 contains 104014 members 
Mstep: Class 40 contains 508 members 
Mstep: Class 41 contains 328 members 
Mstep: Class 42 contains 505 members 
Mstep: Class 43 contains 19186 members 
Mstep: Class 44 contains 88235 members 
Mstep: Class 45 contains 11224 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 33487 members 
Mstep: Class 49 contains 13535 members 
Mstep: Class 50 contains 498 members 
Mstep: Class 51 contains 1002 members 
Mstep: Class 52 contains 4749 members 
Mstep: Class 53 contains 91677 members 
Mstep: Class 54 contains 68231 members 
Mstep: Class 55 contains 7661 members 
Mstep: Class 56 contains 722 members 
Mstep: Class 57 contains 151 members 
Mstep: Class 58 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194707376.000000 Penalty: 135338.375000
Iteration 392Q: 59 clusters Score -1.947074e+08 nChanged 11675
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 197098 members 
Mstep: Class 3 contains 80195 members 
Mstep: Class 4 contains 9066 members 
Mstep: Class 5 contains 9171 members 
Mstep: Class 6 contains 34953 members 
Mstep: Class 7 contains 79767 members 
Mstep: Class 8 contains 14247 members 
Mstep: Class 9 contains 36759 members 
Mstep: Class 10 contains 9056 members 
Mstep: Class 11 contains 196 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8886 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19167 members 
Mstep: Class 16 contains 68002 members 
Mstep: Class 17 contains 113647 members 
Mstep: Class 18 contains 77349 members 
Mstep: Class 19 contains 3391 members 
Mstep: Class 20 contains 81239 members 
Mstep: Class 21 contains 33744 members 
Mstep: Class 22 contains 14038 members 
Mstep: Class 23 contains 9701 members 
Mstep: Class 24 contains 3649 members 
Mstep: Class 25 contains 788 members 
Mstep: Class 26 contains 147 members 
Mstep: Class 27 contains 577 members 
Mstep: Class 28 contains 89161 members 
Mstep: Class 29 contains 6112 members 
Mstep: Class 30 contains 43854 members 
Mstep: Class 31 contains 26523 members 
Mstep: Class 32 contains 6026 members 
Mstep: Class 33 contains 3309 members 
Mstep: Class 34 contains 392 members 
Mstep: Class 35 contains 152186 members 
Mstep: Class 36 contains 1425 members 
Mstep: Class 37 contains 27528 members 
Mstep: Class 38 contains 1230 members 
Mstep: Class 39 contains 104017 members 
Mstep: Class 40 contains 508 members 
Mstep: Class 41 contains 328 members 
Mstep: Class 42 contains 505 members 
Mstep: Class 43 contains 19213 members 
Mstep: Class 44 contains 87730 members 
Mstep: Class 45 contains 11078 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 33585 members 
Mstep: Class 49 contains 13536 members 
Mstep: Class 50 contains 497 members 
Mstep: Class 51 contains 1002 members 
Mstep: Class 52 contains 4740 members 
Mstep: Class 53 contains 92121 members 
Mstep: Class 54 contains 66906 members 
Mstep: Class 55 contains 7592 members 
Mstep: Class 56 contains 722 members 
Mstep: Class 57 contains 151 members 
Mstep: Class 58 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194706976.000000 Penalty: 135338.375000
Iteration 393Q: 59 clusters Score -1.94707e+08 nChanged 11866
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 197101 members 
Mstep: Class 3 contains 80237 members 
Mstep: Class 4 contains 9043 members 
Mstep: Class 5 contains 9123 members 
Mstep: Class 6 contains 34964 members 
Mstep: Class 7 contains 79753 members 
Mstep: Class 8 contains 14245 members 
Mstep: Class 9 contains 36759 members 
Mstep: Class 10 contains 9063 members 
Mstep: Class 11 contains 196 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8887 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19169 members 
Mstep: Class 16 contains 67992 members 
Mstep: Class 17 contains 113814 members 
Mstep: Class 18 contains 77687 members 
Mstep: Class 19 contains 3392 members 
Mstep: Class 20 contains 82936 members 
Mstep: Class 21 contains 33743 members 
Mstep: Class 22 contains 13982 members 
Mstep: Class 23 contains 9698 members 
Mstep: Class 24 contains 3651 members 
Mstep: Class 25 contains 788 members 
Mstep: Class 26 contains 147 members 
Mstep: Class 27 contains 577 members 
Mstep: Class 28 contains 89382 members 
Mstep: Class 29 contains 6109 members 
Mstep: Class 30 contains 43082 members 
Mstep: Class 31 contains 26593 members 
Mstep: Class 32 contains 6028 members 
Mstep: Class 33 contains 3308 members 
Mstep: Class 34 contains 393 members 
Mstep: Class 35 contains 152678 members 
Mstep: Class 36 contains 1425 members 
Mstep: Class 37 contains 27141 members 
Mstep: Class 38 contains 1231 members 
Mstep: Class 39 contains 104018 members 
Mstep: Class 40 contains 508 members 
Mstep: Class 41 contains 328 members 
Mstep: Class 42 contains 505 members 
Mstep: Class 43 contains 19244 members 
Mstep: Class 44 contains 87124 members 
Mstep: Class 45 contains 10955 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 33668 members 
Mstep: Class 49 contains 13536 members 
Mstep: Class 50 contains 496 members 
Mstep: Class 51 contains 1002 members 
Mstep: Class 52 contains 4729 members 
Mstep: Class 53 contains 92483 members 
Mstep: Class 54 contains 65501 members 
Mstep: Class 55 contains 7527 members 
Mstep: Class 56 contains 721 members 
Mstep: Class 57 contains 151 members 
Mstep: Class 58 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194706688.000000 Penalty: 135338.375000
Iteration 394Q: 59 clusters Score -1.947067e+08 nChanged 11411
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 197113 members 
Mstep: Class 3 contains 80299 members 
Mstep: Class 4 contains 9034 members 
Mstep: Class 5 contains 9069 members 
Mstep: Class 6 contains 34974 members 
Mstep: Class 7 contains 79755 members 
Mstep: Class 8 contains 14243 members 
Mstep: Class 9 contains 36760 members 
Mstep: Class 10 contains 9061 members 
Mstep: Class 11 contains 196 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8887 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19171 members 
Mstep: Class 16 contains 67981 members 
Mstep: Class 17 contains 113957 members 
Mstep: Class 18 contains 78075 members 
Mstep: Class 19 contains 3392 members 
Mstep: Class 20 contains 84529 members 
Mstep: Class 21 contains 33746 members 
Mstep: Class 22 contains 13925 members 
Mstep: Class 23 contains 9691 members 
Mstep: Class 24 contains 3648 members 
Mstep: Class 25 contains 788 members 
Mstep: Class 26 contains 147 members 
Mstep: Class 27 contains 577 members 
Mstep: Class 28 contains 89622 members 
Mstep: Class 29 contains 6108 members 
Mstep: Class 30 contains 42668 members 
Mstep: Class 31 contains 26673 members 
Mstep: Class 32 contains 6028 members 
Mstep: Class 33 contains 3312 members 
Mstep: Class 34 contains 393 members 
Mstep: Class 35 contains 152816 members 
Mstep: Class 36 contains 1425 members 
Mstep: Class 37 contains 26773 members 
Mstep: Class 38 contains 1231 members 
Mstep: Class 39 contains 104034 members 
Mstep: Class 40 contains 509 members 
Mstep: Class 41 contains 328 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 19269 members 
Mstep: Class 44 contains 86618 members 
Mstep: Class 45 contains 10843 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 33809 members 
Mstep: Class 49 contains 13540 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1002 members 
Mstep: Class 52 contains 4715 members 
Mstep: Class 53 contains 92652 members 
Mstep: Class 54 contains 64093 members 
Mstep: Class 55 contains 7470 members 
Mstep: Class 56 contains 721 members 
Mstep: Class 57 contains 151 members 
Mstep: Class 58 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194706576.000000 Penalty: 135338.375000
Iteration 395Q: 59 clusters Score -1.947066e+08 nChanged 10838
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 197114 members 
Mstep: Class 3 contains 80351 members 
Mstep: Class 4 contains 9022 members 
Mstep: Class 5 contains 9017 members 
Mstep: Class 6 contains 34962 members 
Mstep: Class 7 contains 79745 members 
Mstep: Class 8 contains 14238 members 
Mstep: Class 9 contains 36760 members 
Mstep: Class 10 contains 9061 members 
Mstep: Class 11 contains 196 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8889 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19168 members 
Mstep: Class 16 contains 67978 members 
Mstep: Class 17 contains 114047 members 
Mstep: Class 18 contains 78454 members 
Mstep: Class 19 contains 3392 members 
Mstep: Class 20 contains 86093 members 
Mstep: Class 21 contains 33748 members 
Mstep: Class 22 contains 13844 members 
Mstep: Class 23 contains 9688 members 
Mstep: Class 24 contains 3648 members 
Mstep: Class 25 contains 788 members 
Mstep: Class 26 contains 147 members 
Mstep: Class 27 contains 577 members 
Mstep: Class 28 contains 89909 members 
Mstep: Class 29 contains 6107 members 
Mstep: Class 30 contains 42850 members 
Mstep: Class 31 contains 26741 members 
Mstep: Class 32 contains 6028 members 
Mstep: Class 33 contains 3313 members 
Mstep: Class 34 contains 393 members 
Mstep: Class 35 contains 152592 members 
Mstep: Class 36 contains 1424 members 
Mstep: Class 37 contains 26454 members 
Mstep: Class 38 contains 1230 members 
Mstep: Class 39 contains 104048 members 
Mstep: Class 40 contains 510 members 
Mstep: Class 41 contains 328 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 19293 members 
Mstep: Class 44 contains 86138 members 
Mstep: Class 45 contains 10737 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 33919 members 
Mstep: Class 49 contains 13543 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1002 members 
Mstep: Class 52 contains 4704 members 
Mstep: Class 53 contains 92645 members 
Mstep: Class 54 contains 62712 members 
Mstep: Class 55 contains 7407 members 
Mstep: Class 56 contains 721 members 
Mstep: Class 57 contains 151 members 
Mstep: Class 58 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194706976.000000 Penalty: 135338.375000
Iteration 396Q: 59 clusters Score -1.94707e+08 nChanged 10788
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 197114 members 
Mstep: Class 3 contains 80376 members 
Mstep: Class 4 contains 9001 members 
Mstep: Class 5 contains 8977 members 
Mstep: Class 6 contains 34983 members 
Mstep: Class 7 contains 79737 members 
Mstep: Class 8 contains 14238 members 
Mstep: Class 9 contains 36762 members 
Mstep: Class 10 contains 9068 members 
Mstep: Class 11 contains 196 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8890 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19168 members 
Mstep: Class 16 contains 67980 members 
Mstep: Class 17 contains 114149 members 
Mstep: Class 18 contains 78741 members 
Mstep: Class 19 contains 3392 members 
Mstep: Class 20 contains 87798 members 
Mstep: Class 21 contains 33751 members 
Mstep: Class 22 contains 13745 members 
Mstep: Class 23 contains 9684 members 
Mstep: Class 24 contains 3646 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 147 members 
Mstep: Class 27 contains 577 members 
Mstep: Class 28 contains 90218 members 
Mstep: Class 29 contains 6105 members 
Mstep: Class 30 contains 43480 members 
Mstep: Class 31 contains 26828 members 
Mstep: Class 32 contains 6028 members 
Mstep: Class 33 contains 3314 members 
Mstep: Class 34 contains 392 members 
Mstep: Class 35 contains 151862 members 
Mstep: Class 36 contains 1424 members 
Mstep: Class 37 contains 26123 members 
Mstep: Class 38 contains 1230 members 
Mstep: Class 39 contains 104064 members 
Mstep: Class 40 contains 511 members 
Mstep: Class 41 contains 328 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 19314 members 
Mstep: Class 44 contains 85567 members 
Mstep: Class 45 contains 10646 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 34017 members 
Mstep: Class 49 contains 13543 members 
Mstep: Class 50 contains 494 members 
Mstep: Class 51 contains 1002 members 
Mstep: Class 52 contains 4693 members 
Mstep: Class 53 contains 92638 members 
Mstep: Class 54 contains 61386 members 
Mstep: Class 55 contains 7339 members 
Mstep: Class 56 contains 721 members 
Mstep: Class 57 contains 151 members 
Mstep: Class 58 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194707568.000000 Penalty: 135338.375000
Iteration 397Q: 59 clusters Score -1.947076e+08 nChanged 10135
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 197126 members 
Mstep: Class 3 contains 80392 members 
Mstep: Class 4 contains 8988 members 
Mstep: Class 5 contains 8943 members 
Mstep: Class 6 contains 34988 members 
Mstep: Class 7 contains 79750 members 
Mstep: Class 8 contains 14238 members 
Mstep: Class 9 contains 36757 members 
Mstep: Class 10 contains 9075 members 
Mstep: Class 11 contains 196 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8890 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19169 members 
Mstep: Class 16 contains 67979 members 
Mstep: Class 17 contains 114220 members 
Mstep: Class 18 contains 79091 members 
Mstep: Class 19 contains 3390 members 
Mstep: Class 20 contains 89252 members 
Mstep: Class 21 contains 33750 members 
Mstep: Class 22 contains 13667 members 
Mstep: Class 23 contains 9682 members 
Mstep: Class 24 contains 3645 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 147 members 
Mstep: Class 27 contains 577 members 
Mstep: Class 28 contains 90497 members 
Mstep: Class 29 contains 6105 members 
Mstep: Class 30 contains 44282 members 
Mstep: Class 31 contains 26915 members 
Mstep: Class 32 contains 6029 members 
Mstep: Class 33 contains 3314 members 
Mstep: Class 34 contains 392 members 
Mstep: Class 35 contains 151173 members 
Mstep: Class 36 contains 1425 members 
Mstep: Class 37 contains 25831 members 
Mstep: Class 38 contains 1230 members 
Mstep: Class 39 contains 104049 members 
Mstep: Class 40 contains 510 members 
Mstep: Class 41 contains 327 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 19337 members 
Mstep: Class 44 contains 85082 members 
Mstep: Class 45 contains 10552 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 34106 members 
Mstep: Class 49 contains 13543 members 
Mstep: Class 50 contains 495 members 
Mstep: Class 51 contains 1002 members 
Mstep: Class 52 contains 4680 members 
Mstep: Class 53 contains 92617 members 
Mstep: Class 54 contains 60008 members 
Mstep: Class 55 contains 7265 members 
Mstep: Class 56 contains 721 members 
Mstep: Class 57 contains 151 members 
Mstep: Class 58 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194708896.000000 Penalty: 135338.375000
Iteration 398Q: 59 clusters Score -1.947089e+08 nChanged 10400
Entering ConstructFrom: 
Score: -194708896.000000 Penalty: 135338.375000
Entering ConstructFrom: 
Trying to split cluster 1 (13964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Entering Unmasked Estep 
Score: -1617937.750000 Penalty: 1550.938721
	Iteration 0F: 2 clusters Score -1617938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1608140.750000 Penalty: 3101.877441
	Iteration 0F: 3 clusters Score -1608141 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1611419.250000 Penalty: 3101.877441
	Iteration 1F: 3 clusters Score -1611419 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1611713.250000 Penalty: 3101.877441
	Iteration 2F: 3 clusters Score -1611713 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1611995.375000 Penalty: 3101.877441
	Iteration 3Q: 3 clusters Score -1611995 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1612318.625000 Penalty: 3101.877441
	Iteration 4Q: 3 clusters Score -1612319 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1612790.750000 Penalty: 3101.877441
	Iteration 5F: 3 clusters Score -1612791 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1613500.750000 Penalty: 3101.877441
	Iteration 6F: 3 clusters Score -1613501 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1614423.750000 Penalty: 3101.877441
	Iteration 7F: 3 clusters Score -1614424 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1615308.875000 Penalty: 3101.877441
	Iteration 8F: 3 clusters Score -1615309 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -1615916.875000 Penalty: 3101.877441
	Iteration 9Q: 3 clusters Score -1615917 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -1616279.125000 Penalty: 3101.877441
	Iteration 10Q: 3 clusters Score -1616279 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -1616415.250000 Penalty: 3101.877441
	Iteration 11Q: 3 clusters Score -1616415 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -1616488.375000 Penalty: 3101.877441
	Iteration 12Q: 3 clusters Score -1616488 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -1616524.375000 Penalty: 3101.877441
	Iteration 13Q: 3 clusters Score -1616524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -1616534.000000 Penalty: 3101.877441
	Iteration 14Q: 3 clusters Score -1616534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -1616536.625000 Penalty: 3101.877441
	Iteration 15Q: 3 clusters Score -1616537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -1616543.250000 Penalty: 3101.877441
	Iteration 16Q: 3 clusters Score -1616543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -1616545.625000 Penalty: 3101.877441
	Iteration 17Q: 3 clusters Score -1616546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -1616545.625000 Penalty: 3101.877441
	Iteration 18F: 3 clusters Score -1616546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (197132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197132 members 
Entering Unmasked Estep 
Score: -22588076.000000 Penalty: 1981.139648
	Iteration 0F: 2 clusters Score -2.258808e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98389 members 
Mstep: Class 2 contains 98743 members 
Entering Unmasked Estep 
Score: -22479614.000000 Penalty: 3962.279297
	Iteration 0F: 3 clusters Score -2.247961e+07 nChanged 95983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92070 members 
Mstep: Class 2 contains 105062 members 
Entering Unmasked Estep 
Score: -22537330.000000 Penalty: 3962.279297
	Iteration 1F: 3 clusters Score -2.253733e+07 nChanged 6860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87810 members 
Mstep: Class 2 contains 109322 members 
Entering Unmasked Estep 
Score: -22538818.000000 Penalty: 3962.279297
	Iteration 2Q: 3 clusters Score -2.253882e+07 nChanged 8601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81273 members 
Mstep: Class 2 contains 115859 members 
Entering Unmasked Estep 
Score: -22541594.000000 Penalty: 3962.279297
	Iteration 3Q: 3 clusters Score -2.254159e+07 nChanged 10986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72081 members 
Mstep: Class 2 contains 125051 members 
Entering Unmasked Estep 
Score: -22546160.000000 Penalty: 3962.279297
	Iteration 4F: 3 clusters Score -2.254616e+07 nChanged 13548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59775 members 
Mstep: Class 2 contains 137357 members 
Entering Unmasked Estep 
Score: -22553648.000000 Penalty: 3962.279297
	Iteration 5F: 3 clusters Score -2.255365e+07 nChanged 15507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45008 members 
Mstep: Class 2 contains 152124 members 
Entering Unmasked Estep 
Score: -22563522.000000 Penalty: 3962.279297
	Iteration 6F: 3 clusters Score -2.256352e+07 nChanged 15355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30191 members 
Mstep: Class 2 contains 166941 members 
Entering Unmasked Estep 
Score: -22573690.000000 Penalty: 3962.279297
	Iteration 7F: 3 clusters Score -2.257369e+07 nChanged 11847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 178424 members 
Entering Unmasked Estep 
Score: -22580130.000000 Penalty: 3962.279297
	Iteration 8F: 3 clusters Score -2.258013e+07 nChanged 7644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 185880 members 
Entering Unmasked Estep 
Score: -22584978.000000 Penalty: 3962.279297
	Iteration 9Q: 3 clusters Score -2.258498e+07 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 190743 members 
Entering Unmasked Estep 
Score: -22586462.000000 Penalty: 3962.279297
	Iteration 10Q: 3 clusters Score -2.258646e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 193703 members 
Entering Unmasked Estep 
Score: -22586642.000000 Penalty: 3962.279297
	Iteration 11Q: 3 clusters Score -2.258664e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 195233 members 
Entering Unmasked Estep 
Score: -22586568.000000 Penalty: 3962.279297
	Iteration 12Q: 3 clusters Score -2.258657e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 195989 members 
Entering Unmasked Estep 
Score: -22586530.000000 Penalty: 3962.279297
	Iteration 13Q: 3 clusters Score -2.258653e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 196359 members 
Entering Unmasked Estep 
Score: -22586516.000000 Penalty: 3962.279297
	Iteration 14Q: 3 clusters Score -2.258652e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 196562 members 
Entering Unmasked Estep 
Score: -22586540.000000 Penalty: 3962.279297
	Iteration 15Q: 3 clusters Score -2.258654e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 196674 members 
Entering Unmasked Estep 
Score: -22586564.000000 Penalty: 3962.279297
	Iteration 16Q: 3 clusters Score -2.258656e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 196730 members 
Entering Unmasked Estep 
Score: -22586616.000000 Penalty: 3962.279297
	Iteration 17Q: 3 clusters Score -2.258662e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 196766 members 
Entering Unmasked Estep 
Score: -22586572.000000 Penalty: 3962.279297
	Iteration 18Q: 3 clusters Score -2.258657e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 196791 members 
Entering Unmasked Estep 
Score: -22586566.000000 Penalty: 3962.279297
	Iteration 19Q: 3 clusters Score -2.258657e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 196798 members 
Entering Unmasked Estep 
Score: -22586540.000000 Penalty: 3962.279297
	Iteration 20F: 3 clusters Score -2.258654e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 196804 members 
Entering Unmasked Estep 
Score: -22586540.000000 Penalty: 3962.279297
	Iteration 21Q: 3 clusters Score -2.258654e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 196812 members 
Entering Unmasked Estep 
Score: -22586548.000000 Penalty: 3962.279297
	Iteration 22Q: 3 clusters Score -2.258655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 196814 members 
Entering Unmasked Estep 
Score: -22586544.000000 Penalty: 3962.279297
	Iteration 23Q: 3 clusters Score -2.258654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 196813 members 
Entering Unmasked Estep 
Score: -22586542.000000 Penalty: 3962.279297
	Iteration 24Q: 3 clusters Score -2.258654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 196814 members 
Entering Unmasked Estep 
Score: -22586546.000000 Penalty: 3962.279297
	Iteration 25Q: 3 clusters Score -2.258655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 196815 members 
Entering Unmasked Estep 
Score: -22586542.000000 Penalty: 3962.279297
	Iteration 26Q: 3 clusters Score -2.258654e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 196816 members 
Entering Unmasked Estep 
Score: -22586540.000000 Penalty: 3962.279297
	Iteration 27Q: 3 clusters Score -2.258654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 196818 members 
Entering Unmasked Estep 
Score: -22586526.000000 Penalty: 3962.279297
	Iteration 28Q: 3 clusters Score -2.258653e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 196818 members 
Entering Unmasked Estep 
Score: -22586528.000000 Penalty: 3962.279297
	Iteration 29Q: 3 clusters Score -2.258653e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 196821 members 
Entering Unmasked Estep 
Score: -22586534.000000 Penalty: 3962.279297
	Iteration 30Q: 3 clusters Score -2.258653e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 196822 members 
Entering Unmasked Estep 
Score: -22586546.000000 Penalty: 3962.279297
	Iteration 31Q: 3 clusters Score -2.258655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 196823 members 
Entering Unmasked Estep 
Score: -22586538.000000 Penalty: 3962.279297
	Iteration 32Q: 3 clusters Score -2.258654e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 196823 members 
Entering Unmasked Estep 
Score: -22586538.000000 Penalty: 3962.279297
	Iteration 33F: 3 clusters Score -2.258654e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (80390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80390 members 
Entering Unmasked Estep 
Score: -9575060.000000 Penalty: 1835.379883
	Iteration 0F: 2 clusters Score -9575060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40300 members 
Mstep: Class 2 contains 40090 members 
Entering Unmasked Estep 
Score: -9521753.000000 Penalty: 3670.759766
	Iteration 0F: 3 clusters Score -9521753 nChanged 38093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41339 members 
Mstep: Class 2 contains 39051 members 
Entering Unmasked Estep 
Score: -9543269.000000 Penalty: 3670.759766
	Iteration 1F: 3 clusters Score -9543269 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42021 members 
Mstep: Class 2 contains 38369 members 
Entering Unmasked Estep 
Score: -9543720.000000 Penalty: 3670.759766
	Iteration 2Q: 3 clusters Score -9543720 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43066 members 
Mstep: Class 2 contains 37324 members 
Entering Unmasked Estep 
Score: -9544203.000000 Penalty: 3670.759766
	Iteration 3Q: 3 clusters Score -9544203 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44682 members 
Mstep: Class 2 contains 35708 members 
Entering Unmasked Estep 
Score: -9544763.000000 Penalty: 3670.759766
	Iteration 4Q: 3 clusters Score -9544763 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47099 members 
Mstep: Class 2 contains 33291 members 
Entering Unmasked Estep 
Score: -9545721.000000 Penalty: 3670.759766
	Iteration 5Q: 3 clusters Score -9545721 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50737 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -9547490.000000 Penalty: 3670.759766
	Iteration 6Q: 3 clusters Score -9547490 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55882 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -9550797.000000 Penalty: 3670.759766
	Iteration 7F: 3 clusters Score -9550797 nChanged 6774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62646 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -9556275.000000 Penalty: 3670.759766
	Iteration 8F: 3 clusters Score -9556275 nChanged 7328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69972 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -9563161.000000 Penalty: 3670.759766
	Iteration 9F: 3 clusters Score -9563161 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75729 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -9568957.000000 Penalty: 3670.759766
	Iteration 10F: 3 clusters Score -9568957 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78787 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -9571934.000000 Penalty: 3670.759766
	Iteration 11Q: 3 clusters Score -9571934 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79852 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -9572904.000000 Penalty: 3670.759766
	Iteration 12Q: 3 clusters Score -9572904 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80141 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -9573226.000000 Penalty: 3670.759766
	Iteration 13Q: 3 clusters Score -9573226 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80223 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -9573368.000000 Penalty: 3670.759766
	Iteration 14Q: 3 clusters Score -9573368 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80244 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -9573407.000000 Penalty: 3670.759766
	Iteration 15Q: 3 clusters Score -9573407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80250 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -9573425.000000 Penalty: 3670.759766
	Iteration 16Q: 3 clusters Score -9573425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80256 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -9573455.000000 Penalty: 3670.759766
	Iteration 17Q: 3 clusters Score -9573455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80259 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -9573468.000000 Penalty: 3670.759766
	Iteration 18Q: 3 clusters Score -9573468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80264 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9573483.000000 Penalty: 3670.759766
	Iteration 19Q: 3 clusters Score -9573483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80265 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -9573480.000000 Penalty: 3670.759766
	Iteration 20F: 3 clusters Score -9573480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80264 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9573485.000000 Penalty: 3670.759766
	Iteration 21Q: 3 clusters Score -9573485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80264 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -9573485.000000 Penalty: 3670.759766
	Iteration 22F: 3 clusters Score -9573485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Entering Unmasked Estep 
Score: -1042192.500000 Penalty: 1479.396606
	Iteration 0F: 2 clusters Score -1042192 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 4426 members 
Entering Unmasked Estep 
Score: -1035718.937500 Penalty: 2958.793213
	Iteration 0F: 3 clusters Score -1035719 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1037827.125000 Penalty: 2958.793213
	Iteration 1F: 3 clusters Score -1037827 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1038098.687500 Penalty: 2958.793213
	Iteration 2F: 3 clusters Score -1038099 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1038350.125000 Penalty: 2958.793213
	Iteration 3F: 3 clusters Score -1038350 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1038547.062500 Penalty: 2958.793213
	Iteration 4Q: 3 clusters Score -1038547 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1038759.750000 Penalty: 2958.793213
	Iteration 5Q: 3 clusters Score -1038760 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1038986.375000 Penalty: 2958.793213
	Iteration 6Q: 3 clusters Score -1038986 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1039199.937500 Penalty: 2958.793213
	Iteration 7Q: 3 clusters Score -1039200 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1039431.750000 Penalty: 2958.793213
	Iteration 8Q: 3 clusters Score -1039432 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1039670.062500 Penalty: 2958.793213
	Iteration 9Q: 3 clusters Score -1039670 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1039920.750000 Penalty: 2958.793213
	Iteration 10Q: 3 clusters Score -1039921 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1040157.000000 Penalty: 2958.793213
	Iteration 11Q: 3 clusters Score -1040157 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1040334.437500 Penalty: 2958.793213
	Iteration 12Q: 3 clusters Score -1040334 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1040484.375000 Penalty: 2958.793213
	Iteration 13Q: 3 clusters Score -1040484 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1040603.937500 Penalty: 2958.793213
	Iteration 14Q: 3 clusters Score -1040604 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1040675.687500 Penalty: 2958.793213
	Iteration 15Q: 3 clusters Score -1040676 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1040719.750000 Penalty: 2958.793213
	Iteration 16Q: 3 clusters Score -1040720 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1040759.437500 Penalty: 2958.793213
	Iteration 17Q: 3 clusters Score -1040759 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1040785.625000 Penalty: 2958.793213
	Iteration 18Q: 3 clusters Score -1040786 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1040810.500000 Penalty: 2958.793213
	Iteration 19Q: 3 clusters Score -1040810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1040824.750000 Penalty: 2958.793213
	Iteration 20F: 3 clusters Score -1040825 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1040832.500000 Penalty: 2958.793213
	Iteration 21Q: 3 clusters Score -1040832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1040843.750000 Penalty: 2958.793213
	Iteration 22Q: 3 clusters Score -1040844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1040854.062500 Penalty: 2958.793213
	Iteration 23Q: 3 clusters Score -1040854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1040866.750000 Penalty: 2958.793213
	Iteration 24Q: 3 clusters Score -1040867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1040876.437500 Penalty: 2958.793213
	Iteration 25Q: 3 clusters Score -1040876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1040884.000000 Penalty: 2958.793213
	Iteration 26Q: 3 clusters Score -1040884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1040895.312500 Penalty: 2958.793213
	Iteration 27Q: 3 clusters Score -1040895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1040905.062500 Penalty: 2958.793213
	Iteration 28Q: 3 clusters Score -1040905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1040914.937500 Penalty: 2958.793213
	Iteration 29Q: 3 clusters Score -1040915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1040923.000000 Penalty: 2958.793213
	Iteration 30Q: 3 clusters Score -1040923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1040924.250000 Penalty: 2958.793213
	Iteration 31Q: 3 clusters Score -1040924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1040926.625000 Penalty: 2958.793213
	Iteration 32Q: 3 clusters Score -1040927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1040928.125000 Penalty: 2958.793213
	Iteration 33Q: 3 clusters Score -1040928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1040929.750000 Penalty: 2958.793213
	Iteration 34Q: 3 clusters Score -1040930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1040928.562500 Penalty: 2958.793213
	Iteration 35Q: 3 clusters Score -1040929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1040928.562500 Penalty: 2958.793213
	Iteration 36F: 3 clusters Score -1040929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Entering Unmasked Estep 
Score: -1074441.750000 Penalty: 1477.761841
	Iteration 0F: 2 clusters Score -1074442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1067977.625000 Penalty: 2955.523682
	Iteration 0F: 3 clusters Score -1067978 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1070022.500000 Penalty: 2955.523682
	Iteration 1F: 3 clusters Score -1070022 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1070274.250000 Penalty: 2955.523682
	Iteration 2F: 3 clusters Score -1070274 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1070473.625000 Penalty: 2955.523682
	Iteration 3F: 3 clusters Score -1070474 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1070679.250000 Penalty: 2955.523682
	Iteration 4Q: 3 clusters Score -1070679 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1070905.875000 Penalty: 2955.523682
	Iteration 5Q: 3 clusters Score -1070906 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1071162.000000 Penalty: 2955.523682
	Iteration 6F: 3 clusters Score -1071162 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1071504.250000 Penalty: 2955.523682
	Iteration 7F: 3 clusters Score -1071504 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1071915.000000 Penalty: 2955.523682
	Iteration 8F: 3 clusters Score -1071915 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1072335.250000 Penalty: 2955.523682
	Iteration 9F: 3 clusters Score -1072335 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1072644.750000 Penalty: 2955.523682
	Iteration 10Q: 3 clusters Score -1072645 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1072858.375000 Penalty: 2955.523682
	Iteration 11Q: 3 clusters Score -1072858 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1072957.500000 Penalty: 2955.523682
	Iteration 12Q: 3 clusters Score -1072958 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1073023.625000 Penalty: 2955.523682
	Iteration 13Q: 3 clusters Score -1073024 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1073066.500000 Penalty: 2955.523682
	Iteration 14Q: 3 clusters Score -1073066 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1073094.000000 Penalty: 2955.523682
	Iteration 15Q: 3 clusters Score -1073094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1073106.750000 Penalty: 2955.523682
	Iteration 16Q: 3 clusters Score -1073107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1073119.750000 Penalty: 2955.523682
	Iteration 17Q: 3 clusters Score -1073120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1073132.875000 Penalty: 2955.523682
	Iteration 18Q: 3 clusters Score -1073133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1073139.000000 Penalty: 2955.523682
	Iteration 19Q: 3 clusters Score -1073139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1073143.625000 Penalty: 2955.523682
	Iteration 20F: 3 clusters Score -1073144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (35008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35008 members 
Entering Unmasked Estep 
Score: -3845684.750000 Penalty: 1700.291504
	Iteration 0F: 2 clusters Score -3845685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -3822205.250000 Penalty: 3400.583008
	Iteration 0F: 3 clusters Score -3822205 nChanged 16224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -3831303.250000 Penalty: 3400.583008
	Iteration 1F: 3 clusters Score -3831303 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -3831806.250000 Penalty: 3400.583008
	Iteration 2Q: 3 clusters Score -3831806 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -3832387.250000 Penalty: 3400.583008
	Iteration 3Q: 3 clusters Score -3832387 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -3833083.250000 Penalty: 3400.583008
	Iteration 4Q: 3 clusters Score -3833083 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -3833897.250000 Penalty: 3400.583008
	Iteration 5Q: 3 clusters Score -3833897 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -3834945.250000 Penalty: 3400.583008
	Iteration 6F: 3 clusters Score -3834945 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -3836216.500000 Penalty: 3400.583008
	Iteration 7F: 3 clusters Score -3836216 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -3837613.750000 Penalty: 3400.583008
	Iteration 8F: 3 clusters Score -3837614 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -3838704.750000 Penalty: 3400.583008
	Iteration 9F: 3 clusters Score -3838705 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -3839378.250000 Penalty: 3400.583008
	Iteration 10Q: 3 clusters Score -3839378 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -3839768.750000 Penalty: 3400.583008
	Iteration 11Q: 3 clusters Score -3839769 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -3839996.000000 Penalty: 3400.583008
	Iteration 12Q: 3 clusters Score -3839996 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -3840159.500000 Penalty: 3400.583008
	Iteration 13Q: 3 clusters Score -3840160 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -3840301.750000 Penalty: 3400.583008
	Iteration 14Q: 3 clusters Score -3840302 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -3840452.000000 Penalty: 3400.583008
	Iteration 15Q: 3 clusters Score -3840452 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -3840550.250000 Penalty: 3400.583008
	Iteration 16Q: 3 clusters Score -3840550 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -3840664.500000 Penalty: 3400.583008
	Iteration 17Q: 3 clusters Score -3840664 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -3840796.000000 Penalty: 3400.583008
	Iteration 18Q: 3 clusters Score -3840796 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -3840893.000000 Penalty: 3400.583008
	Iteration 19Q: 3 clusters Score -3840893 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -3840998.000000 Penalty: 3400.583008
	Iteration 20F: 3 clusters Score -3840998 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -3841102.000000 Penalty: 3400.583008
	Iteration 21Q: 3 clusters Score -3841102 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -3841187.250000 Penalty: 3400.583008
	Iteration 22Q: 3 clusters Score -3841187 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -3841268.250000 Penalty: 3400.583008
	Iteration 23Q: 3 clusters Score -3841268 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -3841361.750000 Penalty: 3400.583008
	Iteration 24Q: 3 clusters Score -3841362 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -3841451.000000 Penalty: 3400.583008
	Iteration 25Q: 3 clusters Score -3841451 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -3841570.500000 Penalty: 3400.583008
	Iteration 26Q: 3 clusters Score -3841570 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -3841723.250000 Penalty: 3400.583008
	Iteration 27Q: 3 clusters Score -3841723 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 26332 members 
Entering Unmasked Estep 
Score: -3841885.000000 Penalty: 3400.583008
	Iteration 28Q: 3 clusters Score -3841885 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -3842058.250000 Penalty: 3400.583008
	Iteration 29Q: 3 clusters Score -3842058 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 27228 members 
Entering Unmasked Estep 
Score: -3842241.500000 Penalty: 3400.583008
	Iteration 30Q: 3 clusters Score -3842242 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 27698 members 
Entering Unmasked Estep 
Score: -3842467.000000 Penalty: 3400.583008
	Iteration 31Q: 3 clusters Score -3842467 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -3842767.250000 Penalty: 3400.583008
	Iteration 32Q: 3 clusters Score -3842767 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -3843110.750000 Penalty: 3400.583008
	Iteration 33Q: 3 clusters Score -3843111 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 29131 members 
Entering Unmasked Estep 
Score: -3843445.750000 Penalty: 3400.583008
	Iteration 34Q: 3 clusters Score -3843446 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -3843683.250000 Penalty: 3400.583008
	Iteration 35Q: 3 clusters Score -3843683 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 29905 members 
Entering Unmasked Estep 
Score: -3843855.250000 Penalty: 3400.583008
	Iteration 36Q: 3 clusters Score -3843855 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
Score: -3843975.000000 Penalty: 3400.583008
	Iteration 37Q: 3 clusters Score -3843975 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -3844040.750000 Penalty: 3400.583008
	Iteration 38Q: 3 clusters Score -3844041 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -3844101.250000 Penalty: 3400.583008
	Iteration 39Q: 3 clusters Score -3844101 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 30932 members 
Entering Unmasked Estep 
Score: -3844169.250000 Penalty: 3400.583008
	Iteration 40F: 3 clusters Score -3844169 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 31129 members 
Entering Unmasked Estep 
Score: -3844230.000000 Penalty: 3400.583008
	Iteration 41Q: 3 clusters Score -3844230 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 31299 members 
Entering Unmasked Estep 
Score: -3844267.750000 Penalty: 3400.583008
	Iteration 42Q: 3 clusters Score -3844268 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 31443 members 
Entering Unmasked Estep 
Score: -3844304.250000 Penalty: 3400.583008
	Iteration 43Q: 3 clusters Score -3844304 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 31587 members 
Entering Unmasked Estep 
Score: -3844326.750000 Penalty: 3400.583008
	Iteration 44Q: 3 clusters Score -3844327 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -3844350.250000 Penalty: 3400.583008
	Iteration 45Q: 3 clusters Score -3844350 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 31841 members 
Entering Unmasked Estep 
Score: -3844388.750000 Penalty: 3400.583008
	Iteration 46Q: 3 clusters Score -3844389 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -3844416.500000 Penalty: 3400.583008
	Iteration 47Q: 3 clusters Score -3844416 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 32068 members 
Entering Unmasked Estep 
Score: -3844446.750000 Penalty: 3400.583008
	Iteration 48Q: 3 clusters Score -3844447 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 32149 members 
Entering Unmasked Estep 
Score: -3844466.250000 Penalty: 3400.583008
	Iteration 49Q: 3 clusters Score -3844466 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 32213 members 
Entering Unmasked Estep 
Score: -3844472.500000 Penalty: 3400.583008
	Iteration 50Q: 3 clusters Score -3844472 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 32272 members 
Entering Unmasked Estep 
Score: -3844480.000000 Penalty: 3400.583008
	Iteration 51Q: 3 clusters Score -3844480 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 32339 members 
Entering Unmasked Estep 
Score: -3844496.750000 Penalty: 3400.583008
	Iteration 52Q: 3 clusters Score -3844497 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 32391 members 
Entering Unmasked Estep 
Score: -3844521.000000 Penalty: 3400.583008
	Iteration 53Q: 3 clusters Score -3844521 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -3844521.250000 Penalty: 3400.583008
	Iteration 54Q: 3 clusters Score -3844521 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 32475 members 
Entering Unmasked Estep 
Score: -3844528.750000 Penalty: 3400.583008
	Iteration 55Q: 3 clusters Score -3844529 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 32526 members 
Entering Unmasked Estep 
Score: -3844536.750000 Penalty: 3400.583008
	Iteration 56Q: 3 clusters Score -3844537 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -3844538.750000 Penalty: 3400.583008
	Iteration 57Q: 3 clusters Score -3844539 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 32587 members 
Entering Unmasked Estep 
Score: -3844541.250000 Penalty: 3400.583008
	Iteration 58Q: 3 clusters Score -3844541 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 32606 members 
Entering Unmasked Estep 
Score: -3844548.750000 Penalty: 3400.583008
	Iteration 59Q: 3 clusters Score -3844549 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -3844553.500000 Penalty: 3400.583008
	Iteration 60F: 3 clusters Score -3844554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 32638 members 
Entering Unmasked Estep 
Score: -3844558.500000 Penalty: 3400.583008
	Iteration 61Q: 3 clusters Score -3844558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 32659 members 
Entering Unmasked Estep 
Score: -3844558.000000 Penalty: 3400.583008
	Iteration 62Q: 3 clusters Score -3844558 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 32677 members 
Entering Unmasked Estep 
Score: -3844557.250000 Penalty: 3400.583008
	Iteration 63Q: 3 clusters Score -3844557 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 32689 members 
Entering Unmasked Estep 
Score: -3844562.500000 Penalty: 3400.583008
	Iteration 64Q: 3 clusters Score -3844562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 32699 members 
Entering Unmasked Estep 
Score: -3844564.000000 Penalty: 3400.583008
	Iteration 65Q: 3 clusters Score -3844564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 32708 members 
Entering Unmasked Estep 
Score: -3844567.500000 Penalty: 3400.583008
	Iteration 66Q: 3 clusters Score -3844568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 32716 members 
Entering Unmasked Estep 
Score: -3844567.250000 Penalty: 3400.583008
	Iteration 67Q: 3 clusters Score -3844567 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 32729 members 
Entering Unmasked Estep 
Score: -3844567.250000 Penalty: 3400.583008
	Iteration 68Q: 3 clusters Score -3844567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 32738 members 
Entering Unmasked Estep 
Score: -3844572.750000 Penalty: 3400.583008
	Iteration 69Q: 3 clusters Score -3844573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 32743 members 
Entering Unmasked Estep 
Score: -3844575.000000 Penalty: 3400.583008
	Iteration 70Q: 3 clusters Score -3844575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
Score: -3844577.500000 Penalty: 3400.583008
	Iteration 71Q: 3 clusters Score -3844578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
Score: -3844578.000000 Penalty: 3400.583008
	Iteration 72Q: 3 clusters Score -3844578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 32765 members 
Entering Unmasked Estep 
Score: -3844575.500000 Penalty: 3400.583008
	Iteration 73Q: 3 clusters Score -3844576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 32777 members 
Entering Unmasked Estep 
Score: -3844577.500000 Penalty: 3400.583008
	Iteration 74Q: 3 clusters Score -3844578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
Score: -3844578.500000 Penalty: 3400.583008
	Iteration 75Q: 3 clusters Score -3844578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 32789 members 
Entering Unmasked Estep 
Score: -3844580.500000 Penalty: 3400.583008
	Iteration 76Q: 3 clusters Score -3844580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 32795 members 
Entering Unmasked Estep 
Score: -3844578.000000 Penalty: 3400.583008
	Iteration 77Q: 3 clusters Score -3844578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 32804 members 
Entering Unmasked Estep 
Score: -3844577.000000 Penalty: 3400.583008
	Iteration 78Q: 3 clusters Score -3844577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 32814 members 
Entering Unmasked Estep 
Score: -3844578.250000 Penalty: 3400.583008
	Iteration 79Q: 3 clusters Score -3844578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 32824 members 
Entering Unmasked Estep 
Score: -3844577.250000 Penalty: 3400.583008
	Iteration 80F: 3 clusters Score -3844577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 32832 members 
Entering Unmasked Estep 
Score: -3844577.250000 Penalty: 3400.583008
	Iteration 81Q: 3 clusters Score -3844577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 32839 members 
Entering Unmasked Estep 
Score: -3844582.000000 Penalty: 3400.583008
	Iteration 82Q: 3 clusters Score -3844582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 32842 members 
Entering Unmasked Estep 
Score: -3844580.250000 Penalty: 3400.583008
	Iteration 83Q: 3 clusters Score -3844580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -3844581.500000 Penalty: 3400.583008
	Iteration 84Q: 3 clusters Score -3844582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 32848 members 
Entering Unmasked Estep 
Score: -3844582.000000 Penalty: 3400.583008
	Iteration 85Q: 3 clusters Score -3844582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 32852 members 
Entering Unmasked Estep 
Score: -3844583.000000 Penalty: 3400.583008
	Iteration 86Q: 3 clusters Score -3844583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 32855 members 
Entering Unmasked Estep 
Score: -3844580.500000 Penalty: 3400.583008
	Iteration 87Q: 3 clusters Score -3844580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 32856 members 
Entering Unmasked Estep 
Score: -3844583.750000 Penalty: 3400.583008
	Iteration 88Q: 3 clusters Score -3844584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -3844577.250000 Penalty: 3400.583008
	Iteration 89Q: 3 clusters Score -3844577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 32867 members 
Entering Unmasked Estep 
Score: -3844571.750000 Penalty: 3400.583008
	Iteration 90Q: 3 clusters Score -3844572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 32871 members 
Entering Unmasked Estep 
Score: -3844575.000000 Penalty: 3400.583008
	Iteration 91Q: 3 clusters Score -3844575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 32873 members 
Entering Unmasked Estep 
Score: -3844576.250000 Penalty: 3400.583008
	Iteration 92Q: 3 clusters Score -3844576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 32877 members 
Entering Unmasked Estep 
Score: -3844578.500000 Penalty: 3400.583008
	Iteration 93Q: 3 clusters Score -3844578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 32879 members 
Entering Unmasked Estep 
Score: -3844576.750000 Penalty: 3400.583008
	Iteration 94Q: 3 clusters Score -3844577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 32882 members 
Entering Unmasked Estep 
Score: -3844582.000000 Penalty: 3400.583008
	Iteration 95Q: 3 clusters Score -3844582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 32886 members 
Entering Unmasked Estep 
Score: -3844580.000000 Penalty: 3400.583008
	Iteration 96Q: 3 clusters Score -3844580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
Score: -3844579.500000 Penalty: 3400.583008
	Iteration 97Q: 3 clusters Score -3844580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -3844577.500000 Penalty: 3400.583008
	Iteration 98Q: 3 clusters Score -3844578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 32898 members 
Entering Unmasked Estep 
Score: -3844579.750000 Penalty: 3400.583008
	Iteration 99Q: 3 clusters Score -3844580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 32901 members 
Entering Unmasked Estep 
Score: -3844586.750000 Penalty: 3400.583008
	Iteration 100F: 3 clusters Score -3844587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 32902 members 
Entering Unmasked Estep 
Score: -3844586.750000 Penalty: 3400.583008
	Iteration 101Q: 3 clusters Score -3844587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 32903 members 
Entering Unmasked Estep 
Score: -3844586.250000 Penalty: 3400.583008
	Iteration 102Q: 3 clusters Score -3844586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 32903 members 
Entering Unmasked Estep 
Score: -3844586.250000 Penalty: 3400.583008
	Iteration 103F: 3 clusters Score -3844586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (79781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79781 members 
Entering Unmasked Estep 
Score: -9057215.000000 Penalty: 1834.144165
	Iteration 0F: 2 clusters Score -9057215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 39885 members 
Entering Unmasked Estep 
Score: -9003926.000000 Penalty: 3668.288330
	Iteration 0F: 3 clusters Score -9003926 nChanged 37964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39182 members 
Mstep: Class 2 contains 40599 members 
Entering Unmasked Estep 
Score: -9025693.000000 Penalty: 3668.288330
	Iteration 1F: 3 clusters Score -9025693 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38687 members 
Mstep: Class 2 contains 41094 members 
Entering Unmasked Estep 
Score: -9026377.000000 Penalty: 3668.288330
	Iteration 2Q: 3 clusters Score -9026377 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38005 members 
Mstep: Class 2 contains 41776 members 
Entering Unmasked Estep 
Score: -9027309.000000 Penalty: 3668.288330
	Iteration 3Q: 3 clusters Score -9027309 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37063 members 
Mstep: Class 2 contains 42718 members 
Entering Unmasked Estep 
Score: -9028664.000000 Penalty: 3668.288330
	Iteration 4Q: 3 clusters Score -9028664 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35736 members 
Mstep: Class 2 contains 44045 members 
Entering Unmasked Estep 
Score: -9030546.000000 Penalty: 3668.288330
	Iteration 5Q: 3 clusters Score -9030546 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 45823 members 
Entering Unmasked Estep 
Score: -9032576.000000 Penalty: 3668.288330
	Iteration 6F: 3 clusters Score -9032576 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31573 members 
Mstep: Class 2 contains 48208 members 
Entering Unmasked Estep 
Score: -9034924.000000 Penalty: 3668.288330
	Iteration 7F: 3 clusters Score -9034924 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 51120 members 
Entering Unmasked Estep 
Score: -9037454.000000 Penalty: 3668.288330
	Iteration 8F: 3 clusters Score -9037454 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 54570 members 
Entering Unmasked Estep 
Score: -9040104.000000 Penalty: 3668.288330
	Iteration 9F: 3 clusters Score -9040104 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 58322 members 
Entering Unmasked Estep 
Score: -9043271.000000 Penalty: 3668.288330
	Iteration 10F: 3 clusters Score -9043271 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 62095 members 
Entering Unmasked Estep 
Score: -9047358.000000 Penalty: 3668.288330
	Iteration 11F: 3 clusters Score -9047358 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 65128 members 
Entering Unmasked Estep 
Score: -9050720.000000 Penalty: 3668.288330
	Iteration 12Q: 3 clusters Score -9050720 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 67367 members 
Entering Unmasked Estep 
Score: -9052467.000000 Penalty: 3668.288330
	Iteration 13Q: 3 clusters Score -9052467 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 69123 members 
Entering Unmasked Estep 
Score: -9053499.000000 Penalty: 3668.288330
	Iteration 14Q: 3 clusters Score -9053499 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 70597 members 
Entering Unmasked Estep 
Score: -9054275.000000 Penalty: 3668.288330
	Iteration 15Q: 3 clusters Score -9054275 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 71834 members 
Entering Unmasked Estep 
Score: -9054871.000000 Penalty: 3668.288330
	Iteration 16Q: 3 clusters Score -9054871 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 72789 members 
Entering Unmasked Estep 
Score: -9055256.000000 Penalty: 3668.288330
	Iteration 17Q: 3 clusters Score -9055256 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 73558 members 
Entering Unmasked Estep 
Score: -9055547.000000 Penalty: 3668.288330
	Iteration 18Q: 3 clusters Score -9055547 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 74173 members 
Entering Unmasked Estep 
Score: -9055744.000000 Penalty: 3668.288330
	Iteration 19Q: 3 clusters Score -9055744 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 74690 members 
Entering Unmasked Estep 
Score: -9055906.000000 Penalty: 3668.288330
	Iteration 20F: 3 clusters Score -9055906 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 75122 members 
Entering Unmasked Estep 
Score: -9056051.000000 Penalty: 3668.288330
	Iteration 21Q: 3 clusters Score -9056051 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 75478 members 
Entering Unmasked Estep 
Score: -9056143.000000 Penalty: 3668.288330
	Iteration 22Q: 3 clusters Score -9056143 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 75764 members 
Entering Unmasked Estep 
Score: -9056217.000000 Penalty: 3668.288330
	Iteration 23Q: 3 clusters Score -9056217 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 75992 members 
Entering Unmasked Estep 
Score: -9056261.000000 Penalty: 3668.288330
	Iteration 24Q: 3 clusters Score -9056261 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 76184 members 
Entering Unmasked Estep 
Score: -9056330.000000 Penalty: 3668.288330
	Iteration 25Q: 3 clusters Score -9056330 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 76366 members 
Entering Unmasked Estep 
Score: -9056361.000000 Penalty: 3668.288330
	Iteration 26Q: 3 clusters Score -9056361 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 76522 members 
Entering Unmasked Estep 
Score: -9056391.000000 Penalty: 3668.288330
	Iteration 27Q: 3 clusters Score -9056391 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 76644 members 
Entering Unmasked Estep 
Score: -9056385.000000 Penalty: 3668.288330
	Iteration 28Q: 3 clusters Score -9056385 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 76750 members 
Entering Unmasked Estep 
Score: -9056397.000000 Penalty: 3668.288330
	Iteration 29Q: 3 clusters Score -9056397 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 76829 members 
Entering Unmasked Estep 
Score: -9056424.000000 Penalty: 3668.288330
	Iteration 30Q: 3 clusters Score -9056424 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 76909 members 
Entering Unmasked Estep 
Score: -9056458.000000 Penalty: 3668.288330
	Iteration 31Q: 3 clusters Score -9056458 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 76968 members 
Entering Unmasked Estep 
Score: -9056465.000000 Penalty: 3668.288330
	Iteration 32Q: 3 clusters Score -9056465 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 77026 members 
Entering Unmasked Estep 
Score: -9056476.000000 Penalty: 3668.288330
	Iteration 33Q: 3 clusters Score -9056476 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 77073 members 
Entering Unmasked Estep 
Score: -9056485.000000 Penalty: 3668.288330
	Iteration 34Q: 3 clusters Score -9056485 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 77116 members 
Entering Unmasked Estep 
Score: -9056508.000000 Penalty: 3668.288330
	Iteration 35Q: 3 clusters Score -9056508 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 77153 members 
Entering Unmasked Estep 
Score: -9056507.000000 Penalty: 3668.288330
	Iteration 36Q: 3 clusters Score -9056507 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 77184 members 
Entering Unmasked Estep 
Score: -9056507.000000 Penalty: 3668.288330
	Iteration 37Q: 3 clusters Score -9056507 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 77212 members 
Entering Unmasked Estep 
Score: -9056515.000000 Penalty: 3668.288330
	Iteration 38Q: 3 clusters Score -9056515 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 77250 members 
Entering Unmasked Estep 
Score: -9056520.000000 Penalty: 3668.288330
	Iteration 39Q: 3 clusters Score -9056520 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 77275 members 
Entering Unmasked Estep 
Score: -9056536.000000 Penalty: 3668.288330
	Iteration 40F: 3 clusters Score -9056536 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 77297 members 
Entering Unmasked Estep 
Score: -9056544.000000 Penalty: 3668.288330
	Iteration 41Q: 3 clusters Score -9056544 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 77323 members 
Entering Unmasked Estep 
Score: -9056553.000000 Penalty: 3668.288330
	Iteration 42Q: 3 clusters Score -9056553 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 77346 members 
Entering Unmasked Estep 
Score: -9056549.000000 Penalty: 3668.288330
	Iteration 43Q: 3 clusters Score -9056549 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 77369 members 
Entering Unmasked Estep 
Score: -9056546.000000 Penalty: 3668.288330
	Iteration 44Q: 3 clusters Score -9056546 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 77390 members 
Entering Unmasked Estep 
Score: -9056562.000000 Penalty: 3668.288330
	Iteration 45Q: 3 clusters Score -9056562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 77408 members 
Entering Unmasked Estep 
Score: -9056561.000000 Penalty: 3668.288330
	Iteration 46Q: 3 clusters Score -9056561 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 77426 members 
Entering Unmasked Estep 
Score: -9056562.000000 Penalty: 3668.288330
	Iteration 47Q: 3 clusters Score -9056562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 77436 members 
Entering Unmasked Estep 
Score: -9056563.000000 Penalty: 3668.288330
	Iteration 48Q: 3 clusters Score -9056563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 77444 members 
Entering Unmasked Estep 
Score: -9056557.000000 Penalty: 3668.288330
	Iteration 49Q: 3 clusters Score -9056557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 77456 members 
Entering Unmasked Estep 
Score: -9056557.000000 Penalty: 3668.288330
	Iteration 50Q: 3 clusters Score -9056557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 77457 members 
Entering Unmasked Estep 
Score: -9056564.000000 Penalty: 3668.288330
	Iteration 51Q: 3 clusters Score -9056564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 77461 members 
Entering Unmasked Estep 
Score: -9056568.000000 Penalty: 3668.288330
	Iteration 52Q: 3 clusters Score -9056568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 77466 members 
Entering Unmasked Estep 
Score: -9056573.000000 Penalty: 3668.288330
	Iteration 53Q: 3 clusters Score -9056573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 77468 members 
Entering Unmasked Estep 
Score: -9056571.000000 Penalty: 3668.288330
	Iteration 54Q: 3 clusters Score -9056571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 77471 members 
Entering Unmasked Estep 
Score: -9056570.000000 Penalty: 3668.288330
	Iteration 55Q: 3 clusters Score -9056570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 77472 members 
Entering Unmasked Estep 
Score: -9056570.000000 Penalty: 3668.288330
	Iteration 56Q: 3 clusters Score -9056570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 77472 members 
Entering Unmasked Estep 
Score: -9056570.000000 Penalty: 3668.288330
	Iteration 57F: 3 clusters Score -9056570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Entering Unmasked Estep 
Score: -1551158.875000 Penalty: 1554.096436
	Iteration 0F: 2 clusters Score -1551159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1541229.625000 Penalty: 3108.192871
	Iteration 0F: 3 clusters Score -1541230 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1544731.125000 Penalty: 3108.192871
	Iteration 1F: 3 clusters Score -1544731 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1545167.500000 Penalty: 3108.192871
	Iteration 2F: 3 clusters Score -1545168 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1545603.625000 Penalty: 3108.192871
	Iteration 3F: 3 clusters Score -1545604 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1546038.875000 Penalty: 3108.192871
	Iteration 4F: 3 clusters Score -1546039 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1546473.250000 Penalty: 3108.192871
	Iteration 5F: 3 clusters Score -1546473 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1546944.125000 Penalty: 3108.192871
	Iteration 6Q: 3 clusters Score -1546944 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1547428.750000 Penalty: 3108.192871
	Iteration 7Q: 3 clusters Score -1547429 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1547881.375000 Penalty: 3108.192871
	Iteration 8Q: 3 clusters Score -1547881 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1548265.375000 Penalty: 3108.192871
	Iteration 9Q: 3 clusters Score -1548265 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1548553.375000 Penalty: 3108.192871
	Iteration 10Q: 3 clusters Score -1548553 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1548764.500000 Penalty: 3108.192871
	Iteration 11Q: 3 clusters Score -1548764 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1548951.125000 Penalty: 3108.192871
	Iteration 12Q: 3 clusters Score -1548951 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1549114.750000 Penalty: 3108.192871
	Iteration 13Q: 3 clusters Score -1549115 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1549256.750000 Penalty: 3108.192871
	Iteration 14Q: 3 clusters Score -1549257 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1549382.125000 Penalty: 3108.192871
	Iteration 15Q: 3 clusters Score -1549382 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1549489.125000 Penalty: 3108.192871
	Iteration 16Q: 3 clusters Score -1549489 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1549594.125000 Penalty: 3108.192871
	Iteration 17Q: 3 clusters Score -1549594 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1549669.125000 Penalty: 3108.192871
	Iteration 18Q: 3 clusters Score -1549669 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1549732.375000 Penalty: 3108.192871
	Iteration 19Q: 3 clusters Score -1549732 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1549768.625000 Penalty: 3108.192871
	Iteration 20F: 3 clusters Score -1549769 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1549798.750000 Penalty: 3108.192871
	Iteration 21Q: 3 clusters Score -1549799 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1549820.750000 Penalty: 3108.192871
	Iteration 22Q: 3 clusters Score -1549821 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1549837.750000 Penalty: 3108.192871
	Iteration 23Q: 3 clusters Score -1549838 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1549863.125000 Penalty: 3108.192871
	Iteration 24Q: 3 clusters Score -1549863 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1549885.375000 Penalty: 3108.192871
	Iteration 25Q: 3 clusters Score -1549885 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1549893.875000 Penalty: 3108.192871
	Iteration 26Q: 3 clusters Score -1549894 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1549903.125000 Penalty: 3108.192871
	Iteration 27Q: 3 clusters Score -1549903 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1549909.750000 Penalty: 3108.192871
	Iteration 28Q: 3 clusters Score -1549910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1549911.125000 Penalty: 3108.192871
	Iteration 29Q: 3 clusters Score -1549911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1549910.500000 Penalty: 3108.192871
	Iteration 30Q: 3 clusters Score -1549910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1549912.375000 Penalty: 3108.192871
	Iteration 31Q: 3 clusters Score -1549912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1549913.000000 Penalty: 3108.192871
	Iteration 32Q: 3 clusters Score -1549913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1549914.375000 Penalty: 3108.192871
	Iteration 33Q: 3 clusters Score -1549914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1549914.750000 Penalty: 3108.192871
	Iteration 34Q: 3 clusters Score -1549915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1549914.000000 Penalty: 3108.192871
	Iteration 35Q: 3 clusters Score -1549914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1549918.000000 Penalty: 3108.192871
	Iteration 36Q: 3 clusters Score -1549918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1549919.000000 Penalty: 3108.192871
	Iteration 37Q: 3 clusters Score -1549919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1549921.875000 Penalty: 3108.192871
	Iteration 38Q: 3 clusters Score -1549922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1549921.500000 Penalty: 3108.192871
	Iteration 39Q: 3 clusters Score -1549922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1549923.500000 Penalty: 3108.192871
	Iteration 40F: 3 clusters Score -1549924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1549925.625000 Penalty: 3108.192871
	Iteration 41Q: 3 clusters Score -1549926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1549925.750000 Penalty: 3108.192871
	Iteration 42Q: 3 clusters Score -1549926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1549928.750000 Penalty: 3108.192871
	Iteration 43Q: 3 clusters Score -1549929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1549931.875000 Penalty: 3108.192871
	Iteration 44Q: 3 clusters Score -1549932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1549934.250000 Penalty: 3108.192871
	Iteration 45Q: 3 clusters Score -1549934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1549933.375000 Penalty: 3108.192871
	Iteration 46Q: 3 clusters Score -1549933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1549933.375000 Penalty: 3108.192871
	Iteration 47F: 3 clusters Score -1549933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (36759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36759 members 
Entering Unmasked Estep 
Score: -4179112.250000 Penalty: 1708.222534
	Iteration 0F: 2 clusters Score -4179112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -4154436.250000 Penalty: 3416.445068
	Iteration 0F: 3 clusters Score -4154436 nChanged 17105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -4163866.250000 Penalty: 3416.445068
	Iteration 1F: 3 clusters Score -4163866 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -4164312.500000 Penalty: 3416.445068
	Iteration 2Q: 3 clusters Score -4164312 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -4164782.750000 Penalty: 3416.445068
	Iteration 3Q: 3 clusters Score -4164783 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -4165316.750000 Penalty: 3416.445068
	Iteration 4Q: 3 clusters Score -4165317 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -4165933.500000 Penalty: 3416.445068
	Iteration 5Q: 3 clusters Score -4165934 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -4166721.500000 Penalty: 3416.445068
	Iteration 6Q: 3 clusters Score -4166722 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -4167742.000000 Penalty: 3416.445068
	Iteration 7Q: 3 clusters Score -4167742 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -4169023.250000 Penalty: 3416.445068
	Iteration 8F: 3 clusters Score -4169023 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -4170471.750000 Penalty: 3416.445068
	Iteration 9F: 3 clusters Score -4170472 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -4171903.500000 Penalty: 3416.445068
	Iteration 10F: 3 clusters Score -4171904 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -4172948.000000 Penalty: 3416.445068
	Iteration 11Q: 3 clusters Score -4172948 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -4173562.250000 Penalty: 3416.445068
	Iteration 12Q: 3 clusters Score -4173562 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -4173905.750000 Penalty: 3416.445068
	Iteration 13Q: 3 clusters Score -4173906 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -4174122.500000 Penalty: 3416.445068
	Iteration 14Q: 3 clusters Score -4174122 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -4174298.250000 Penalty: 3416.445068
	Iteration 15Q: 3 clusters Score -4174298 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -4174408.000000 Penalty: 3416.445068
	Iteration 16Q: 3 clusters Score -4174408 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27982 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -4174548.250000 Penalty: 3416.445068
	Iteration 17Q: 3 clusters Score -4174548 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -4174657.000000 Penalty: 3416.445068
	Iteration 18Q: 3 clusters Score -4174657 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -4174783.750000 Penalty: 3416.445068
	Iteration 19Q: 3 clusters Score -4174784 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -4174899.000000 Penalty: 3416.445068
	Iteration 20F: 3 clusters Score -4174899 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -4174997.000000 Penalty: 3416.445068
	Iteration 21Q: 3 clusters Score -4174997 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -4175108.250000 Penalty: 3416.445068
	Iteration 22Q: 3 clusters Score -4175108 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29992 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -4175233.750000 Penalty: 3416.445068
	Iteration 23Q: 3 clusters Score -4175234 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30317 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -4175354.750000 Penalty: 3416.445068
	Iteration 24Q: 3 clusters Score -4175355 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -4175480.500000 Penalty: 3416.445068
	Iteration 25Q: 3 clusters Score -4175480 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30982 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -4175606.000000 Penalty: 3416.445068
	Iteration 26Q: 3 clusters Score -4175606 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31360 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -4175759.750000 Penalty: 3416.445068
	Iteration 27Q: 3 clusters Score -4175760 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31746 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -4175936.750000 Penalty: 3416.445068
	Iteration 28Q: 3 clusters Score -4175937 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -4176099.250000 Penalty: 3416.445068
	Iteration 29Q: 3 clusters Score -4176099 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32486 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -4176250.500000 Penalty: 3416.445068
	Iteration 30Q: 3 clusters Score -4176250 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -4176439.250000 Penalty: 3416.445068
	Iteration 31Q: 3 clusters Score -4176439 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33201 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -4176599.000000 Penalty: 3416.445068
	Iteration 32Q: 3 clusters Score -4176599 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33538 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -4176742.500000 Penalty: 3416.445068
	Iteration 33Q: 3 clusters Score -4176742 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -4176850.500000 Penalty: 3416.445068
	Iteration 34Q: 3 clusters Score -4176850 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34083 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -4176940.250000 Penalty: 3416.445068
	Iteration 35Q: 3 clusters Score -4176940 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -4177038.500000 Penalty: 3416.445068
	Iteration 36Q: 3 clusters Score -4177038 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34518 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -4177104.000000 Penalty: 3416.445068
	Iteration 37Q: 3 clusters Score -4177104 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -4177182.250000 Penalty: 3416.445068
	Iteration 38Q: 3 clusters Score -4177182 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -4177250.250000 Penalty: 3416.445068
	Iteration 39Q: 3 clusters Score -4177250 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -4177303.750000 Penalty: 3416.445068
	Iteration 40F: 3 clusters Score -4177304 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -4177360.250000 Penalty: 3416.445068
	Iteration 41Q: 3 clusters Score -4177360 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35282 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -4177409.000000 Penalty: 3416.445068
	Iteration 42Q: 3 clusters Score -4177409 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35366 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -4177449.750000 Penalty: 3416.445068
	Iteration 43Q: 3 clusters Score -4177450 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35437 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -4177476.250000 Penalty: 3416.445068
	Iteration 44Q: 3 clusters Score -4177476 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35495 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -4177504.000000 Penalty: 3416.445068
	Iteration 45Q: 3 clusters Score -4177504 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -4177524.000000 Penalty: 3416.445068
	Iteration 46Q: 3 clusters Score -4177524 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -4177546.000000 Penalty: 3416.445068
	Iteration 47Q: 3 clusters Score -4177546 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35630 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -4177566.000000 Penalty: 3416.445068
	Iteration 48Q: 3 clusters Score -4177566 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35667 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -4177579.250000 Penalty: 3416.445068
	Iteration 49Q: 3 clusters Score -4177579 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -4177584.500000 Penalty: 3416.445068
	Iteration 50Q: 3 clusters Score -4177584 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35724 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -4177586.250000 Penalty: 3416.445068
	Iteration 51Q: 3 clusters Score -4177586 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35750 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -4177594.750000 Penalty: 3416.445068
	Iteration 52Q: 3 clusters Score -4177595 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35772 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -4177600.500000 Penalty: 3416.445068
	Iteration 53Q: 3 clusters Score -4177600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35786 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -4177606.250000 Penalty: 3416.445068
	Iteration 54Q: 3 clusters Score -4177606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35799 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -4177617.750000 Penalty: 3416.445068
	Iteration 55Q: 3 clusters Score -4177618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35809 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -4177625.750000 Penalty: 3416.445068
	Iteration 56Q: 3 clusters Score -4177626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35818 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4177626.500000 Penalty: 3416.445068
	Iteration 57Q: 3 clusters Score -4177626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35821 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -4177629.500000 Penalty: 3416.445068
	Iteration 58Q: 3 clusters Score -4177630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35829 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4177633.750000 Penalty: 3416.445068
	Iteration 59Q: 3 clusters Score -4177634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35837 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -4177634.250000 Penalty: 3416.445068
	Iteration 60F: 3 clusters Score -4177634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35845 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4177639.250000 Penalty: 3416.445068
	Iteration 61Q: 3 clusters Score -4177639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35855 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -4177639.250000 Penalty: 3416.445068
	Iteration 62Q: 3 clusters Score -4177639 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35870 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -4177646.000000 Penalty: 3416.445068
	Iteration 63Q: 3 clusters Score -4177646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35887 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -4177654.750000 Penalty: 3416.445068
	Iteration 64Q: 3 clusters Score -4177655 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35909 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -4177665.000000 Penalty: 3416.445068
	Iteration 65Q: 3 clusters Score -4177665 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35923 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -4177670.750000 Penalty: 3416.445068
	Iteration 66Q: 3 clusters Score -4177671 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4177673.000000 Penalty: 3416.445068
	Iteration 67Q: 3 clusters Score -4177673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35944 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -4177680.500000 Penalty: 3416.445068
	Iteration 68Q: 3 clusters Score -4177680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35949 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -4177683.500000 Penalty: 3416.445068
	Iteration 69Q: 3 clusters Score -4177684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35962 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -4177693.500000 Penalty: 3416.445068
	Iteration 70Q: 3 clusters Score -4177694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4177696.500000 Penalty: 3416.445068
	Iteration 71Q: 3 clusters Score -4177696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4177700.500000 Penalty: 3416.445068
	Iteration 72Q: 3 clusters Score -4177700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35991 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -4177703.000000 Penalty: 3416.445068
	Iteration 73Q: 3 clusters Score -4177703 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35997 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -4177710.000000 Penalty: 3416.445068
	Iteration 74Q: 3 clusters Score -4177710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4177710.750000 Penalty: 3416.445068
	Iteration 75Q: 3 clusters Score -4177711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36002 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4177709.750000 Penalty: 3416.445068
	Iteration 76Q: 3 clusters Score -4177710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36004 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4177711.250000 Penalty: 3416.445068
	Iteration 77Q: 3 clusters Score -4177711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36008 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4177711.250000 Penalty: 3416.445068
	Iteration 78Q: 3 clusters Score -4177711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36009 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4177712.500000 Penalty: 3416.445068
	Iteration 79Q: 3 clusters Score -4177712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36009 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4177712.500000 Penalty: 3416.445068
	Iteration 80F: 3 clusters Score -4177712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Entering Unmasked Estep 
Score: -1051522.250000 Penalty: 1480.925659
	Iteration 0F: 2 clusters Score -1051522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1044941.375000 Penalty: 2961.851318
	Iteration 0F: 3 clusters Score -1044941 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1047021.062500 Penalty: 2961.851318
	Iteration 1F: 3 clusters Score -1047021 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1047327.000000 Penalty: 2961.851318
	Iteration 2F: 3 clusters Score -1047327 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1047605.375000 Penalty: 2961.851318
	Iteration 3F: 3 clusters Score -1047605 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1047895.000000 Penalty: 2961.851318
	Iteration 4F: 3 clusters Score -1047895 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1048223.562500 Penalty: 2961.851318
	Iteration 5F: 3 clusters Score -1048224 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1048553.687500 Penalty: 2961.851318
	Iteration 6F: 3 clusters Score -1048554 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1048863.000000 Penalty: 2961.851318
	Iteration 7Q: 3 clusters Score -1048863 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1049144.625000 Penalty: 2961.851318
	Iteration 8Q: 3 clusters Score -1049145 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1049422.750000 Penalty: 2961.851318
	Iteration 9Q: 3 clusters Score -1049423 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1049656.750000 Penalty: 2961.851318
	Iteration 10Q: 3 clusters Score -1049657 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1049825.750000 Penalty: 2961.851318
	Iteration 11Q: 3 clusters Score -1049826 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1049963.250000 Penalty: 2961.851318
	Iteration 12Q: 3 clusters Score -1049963 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1050040.750000 Penalty: 2961.851318
	Iteration 13Q: 3 clusters Score -1050041 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1050100.000000 Penalty: 2961.851318
	Iteration 14Q: 3 clusters Score -1050100 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1050141.500000 Penalty: 2961.851318
	Iteration 15Q: 3 clusters Score -1050142 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1050160.000000 Penalty: 2961.851318
	Iteration 16Q: 3 clusters Score -1050160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1050175.125000 Penalty: 2961.851318
	Iteration 17Q: 3 clusters Score -1050175 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1050185.875000 Penalty: 2961.851318
	Iteration 18Q: 3 clusters Score -1050186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1050193.000000 Penalty: 2961.851318
	Iteration 19Q: 3 clusters Score -1050193 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1050204.375000 Penalty: 2961.851318
	Iteration 20F: 3 clusters Score -1050204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1050214.250000 Penalty: 2961.851318
	Iteration 21Q: 3 clusters Score -1050214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1050224.375000 Penalty: 2961.851318
	Iteration 22Q: 3 clusters Score -1050224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1050229.125000 Penalty: 2961.851318
	Iteration 23Q: 3 clusters Score -1050229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1050236.125000 Penalty: 2961.851318
	Iteration 24Q: 3 clusters Score -1050236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1050242.750000 Penalty: 2961.851318
	Iteration 25Q: 3 clusters Score -1050243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1050249.625000 Penalty: 2961.851318
	Iteration 26Q: 3 clusters Score -1050250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1050254.250000 Penalty: 2961.851318
	Iteration 27Q: 3 clusters Score -1050254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1050256.500000 Penalty: 2961.851318
	Iteration 28Q: 3 clusters Score -1050256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1050261.875000 Penalty: 2961.851318
	Iteration 29Q: 3 clusters Score -1050262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1050266.500000 Penalty: 2961.851318
	Iteration 30Q: 3 clusters Score -1050266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1050271.500000 Penalty: 2961.851318
	Iteration 31Q: 3 clusters Score -1050272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1050275.875000 Penalty: 2961.851318
	Iteration 32Q: 3 clusters Score -1050276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1050277.875000 Penalty: 2961.851318
	Iteration 33Q: 3 clusters Score -1050278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1050282.625000 Penalty: 2961.851318
	Iteration 34Q: 3 clusters Score -1050283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1050288.250000 Penalty: 2961.851318
	Iteration 35Q: 3 clusters Score -1050288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1050289.750000 Penalty: 2961.851318
	Iteration 36Q: 3 clusters Score -1050290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1050292.875000 Penalty: 2961.851318
	Iteration 37Q: 3 clusters Score -1050293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1050297.375000 Penalty: 2961.851318
	Iteration 38Q: 3 clusters Score -1050297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1050301.250000 Penalty: 2961.851318
	Iteration 39Q: 3 clusters Score -1050301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1050307.375000 Penalty: 2961.851318
	Iteration 40F: 3 clusters Score -1050307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1050310.000000 Penalty: 2961.851318
	Iteration 41Q: 3 clusters Score -1050310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1050313.625000 Penalty: 2961.851318
	Iteration 42Q: 3 clusters Score -1050314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1050314.000000 Penalty: 2961.851318
	Iteration 43Q: 3 clusters Score -1050314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1050314.000000 Penalty: 2961.851318
	Iteration 44F: 3 clusters Score -1050314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Entering Unmasked Estep 
Score: -10485.292969 Penalty: 857.693665
	Iteration 0F: 2 clusters Score -10485.29 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 100 members 
Entering Unmasked Estep 
Score: -9864.600586 Penalty: 1715.387329
	Iteration 0F: 3 clusters Score -9864.601 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10026.450195 Penalty: 1715.387329
	Iteration 1F: 3 clusters Score -10026.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10075.870117 Penalty: 1715.387329
	Iteration 2Q: 3 clusters Score -10075.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -10161.212891 Penalty: 1715.387329
	Iteration 3Q: 3 clusters Score -10161.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10179.522461 Penalty: 1715.387329
	Iteration 4Q: 3 clusters Score -10179.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10182.434570 Penalty: 1715.387329
	Iteration 5Q: 3 clusters Score -10182.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10192.538086 Penalty: 1715.387329
	Iteration 6Q: 3 clusters Score -10192.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10192.538086 Penalty: 1715.387329
	Iteration 7F: 3 clusters Score -10192.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Entering Unmasked Estep 
Score: -30535.849609 Penalty: 962.691589
	Iteration 0F: 2 clusters Score -30535.85 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 184 members 
Entering Unmasked Estep 
Score: -29640.732422 Penalty: 1925.383179
	Iteration 0F: 3 clusters Score -29640.73 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -29850.179688 Penalty: 1925.383179
	Iteration 1F: 3 clusters Score -29850.18 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -30005.708984 Penalty: 1925.383179
	Iteration 2F: 3 clusters Score -30005.71 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -30183.638672 Penalty: 1925.383179
	Iteration 3F: 3 clusters Score -30183.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -30258.916016 Penalty: 1925.383179
	Iteration 4F: 3 clusters Score -30258.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -30271.476562 Penalty: 1925.383179
	Iteration 5Q: 3 clusters Score -30271.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -30279.271484 Penalty: 1925.383179
	Iteration 6Q: 3 clusters Score -30279.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -30281.820312 Penalty: 1925.383179
	Iteration 7Q: 3 clusters Score -30281.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -30281.820312 Penalty: 1925.383179
	Iteration 8F: 3 clusters Score -30281.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Entering Unmasked Estep 
Score: -1009593.125000 Penalty: 1477.579102
	Iteration 0F: 2 clusters Score -1009593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1003066.812500 Penalty: 2955.158203
	Iteration 0F: 3 clusters Score -1003067 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1005119.562500 Penalty: 2955.158203
	Iteration 1F: 3 clusters Score -1005120 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1005375.875000 Penalty: 2955.158203
	Iteration 2F: 3 clusters Score -1005376 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1005620.125000 Penalty: 2955.158203
	Iteration 3F: 3 clusters Score -1005620 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1005837.000000 Penalty: 2955.158203
	Iteration 4Q: 3 clusters Score -1005837 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1006084.750000 Penalty: 2955.158203
	Iteration 5Q: 3 clusters Score -1006085 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1006408.437500 Penalty: 2955.158203
	Iteration 6F: 3 clusters Score -1006408 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1006778.562500 Penalty: 2955.158203
	Iteration 7F: 3 clusters Score -1006779 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1007175.875000 Penalty: 2955.158203
	Iteration 8F: 3 clusters Score -1007176 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1007525.250000 Penalty: 2955.158203
	Iteration 9Q: 3 clusters Score -1007525 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1007804.937500 Penalty: 2955.158203
	Iteration 10Q: 3 clusters Score -1007805 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1007988.375000 Penalty: 2955.158203
	Iteration 11Q: 3 clusters Score -1007988 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1008103.312500 Penalty: 2955.158203
	Iteration 12Q: 3 clusters Score -1008103 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1008168.000000 Penalty: 2955.158203
	Iteration 13Q: 3 clusters Score -1008168 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1008211.437500 Penalty: 2955.158203
	Iteration 14Q: 3 clusters Score -1008211 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1008259.937500 Penalty: 2955.158203
	Iteration 15Q: 3 clusters Score -1008260 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1008289.687500 Penalty: 2955.158203
	Iteration 16Q: 3 clusters Score -1008290 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1008310.875000 Penalty: 2955.158203
	Iteration 17Q: 3 clusters Score -1008311 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1008321.937500 Penalty: 2955.158203
	Iteration 18Q: 3 clusters Score -1008322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1008329.500000 Penalty: 2955.158203
	Iteration 19Q: 3 clusters Score -1008330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1008334.187500 Penalty: 2955.158203
	Iteration 20F: 3 clusters Score -1008334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1008337.687500 Penalty: 2955.158203
	Iteration 21Q: 3 clusters Score -1008338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1008341.875000 Penalty: 2955.158203
	Iteration 22Q: 3 clusters Score -1008342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1008346.125000 Penalty: 2955.158203
	Iteration 23Q: 3 clusters Score -1008346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1008347.687500 Penalty: 2955.158203
	Iteration 24Q: 3 clusters Score -1008348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1008347.687500 Penalty: 2955.158203
	Iteration 25F: 3 clusters Score -1008348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -66521.968750 Penalty: 1057.432617
	Iteration 0F: 2 clusters Score -66521.97 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 352 members 
Entering Unmasked Estep 
Score: -65328.316406 Penalty: 2114.865234
	Iteration 0F: 3 clusters Score -65328.32 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -65547.453125 Penalty: 2114.865234
	Iteration 1F: 3 clusters Score -65547.45 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -65723.289062 Penalty: 2114.865234
	Iteration 2F: 3 clusters Score -65723.29 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -65912.046875 Penalty: 2114.865234
	Iteration 3F: 3 clusters Score -65912.05 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -66063.007812 Penalty: 2114.865234
	Iteration 4F: 3 clusters Score -66063.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -66100.687500 Penalty: 2114.865234
	Iteration 5Q: 3 clusters Score -66100.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -66130.085938 Penalty: 2114.865234
	Iteration 6Q: 3 clusters Score -66130.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -66158.664062 Penalty: 2114.865234
	Iteration 7Q: 3 clusters Score -66158.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -66173.148438 Penalty: 2114.865234
	Iteration 8Q: 3 clusters Score -66173.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -66187.492188 Penalty: 2114.865234
	Iteration 9Q: 3 clusters Score -66187.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -66208.492188 Penalty: 2114.865234
	Iteration 10Q: 3 clusters Score -66208.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -66219.687500 Penalty: 2114.865234
	Iteration 11Q: 3 clusters Score -66219.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -66223.898438 Penalty: 2114.865234
	Iteration 12Q: 3 clusters Score -66223.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -66225.054688 Penalty: 2114.865234
	Iteration 13Q: 3 clusters Score -66225.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -66225.054688 Penalty: 2114.865234
	Iteration 14F: 3 clusters Score -66225.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Entering Unmasked Estep 
Score: -2088538.625000 Penalty: 1602.420532
	Iteration 0F: 2 clusters Score -2088539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -2075500.625000 Penalty: 3204.841064
	Iteration 0F: 3 clusters Score -2075501 nChanged 8643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -2080341.500000 Penalty: 3204.841064
	Iteration 1F: 3 clusters Score -2080342 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -2080702.625000 Penalty: 3204.841064
	Iteration 2F: 3 clusters Score -2080703 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -2081015.500000 Penalty: 3204.841064
	Iteration 3Q: 3 clusters Score -2081016 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -2081333.500000 Penalty: 3204.841064
	Iteration 4Q: 3 clusters Score -2081334 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -2081678.000000 Penalty: 3204.841064
	Iteration 5Q: 3 clusters Score -2081678 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -2082054.500000 Penalty: 3204.841064
	Iteration 6Q: 3 clusters Score -2082054 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -2082525.250000 Penalty: 3204.841064
	Iteration 7Q: 3 clusters Score -2082525 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -2083093.500000 Penalty: 3204.841064
	Iteration 8Q: 3 clusters Score -2083094 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -2083627.375000 Penalty: 3204.841064
	Iteration 9Q: 3 clusters Score -2083627 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -2084070.875000 Penalty: 3204.841064
	Iteration 10Q: 3 clusters Score -2084071 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -2084387.750000 Penalty: 3204.841064
	Iteration 11Q: 3 clusters Score -2084388 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -2084640.500000 Penalty: 3204.841064
	Iteration 12Q: 3 clusters Score -2084640 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -2084820.250000 Penalty: 3204.841064
	Iteration 13Q: 3 clusters Score -2084820 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -2084977.500000 Penalty: 3204.841064
	Iteration 14Q: 3 clusters Score -2084978 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -2085122.875000 Penalty: 3204.841064
	Iteration 15Q: 3 clusters Score -2085123 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -2085266.125000 Penalty: 3204.841064
	Iteration 16Q: 3 clusters Score -2085266 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -2085424.750000 Penalty: 3204.841064
	Iteration 17Q: 3 clusters Score -2085425 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -2085577.250000 Penalty: 3204.841064
	Iteration 18Q: 3 clusters Score -2085577 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -2085732.875000 Penalty: 3204.841064
	Iteration 19Q: 3 clusters Score -2085733 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -2085889.000000 Penalty: 3204.841064
	Iteration 20F: 3 clusters Score -2085889 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -2086052.500000 Penalty: 3204.841064
	Iteration 21Q: 3 clusters Score -2086052 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2086193.875000 Penalty: 3204.841064
	Iteration 22Q: 3 clusters Score -2086194 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2086316.500000 Penalty: 3204.841064
	Iteration 23Q: 3 clusters Score -2086316 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -2086421.125000 Penalty: 3204.841064
	Iteration 24Q: 3 clusters Score -2086421 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -2086520.875000 Penalty: 3204.841064
	Iteration 25Q: 3 clusters Score -2086521 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2086614.875000 Penalty: 3204.841064
	Iteration 26Q: 3 clusters Score -2086615 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2086681.500000 Penalty: 3204.841064
	Iteration 27Q: 3 clusters Score -2086682 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2086740.375000 Penalty: 3204.841064
	Iteration 28Q: 3 clusters Score -2086740 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2086789.375000 Penalty: 3204.841064
	Iteration 29Q: 3 clusters Score -2086789 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2086830.000000 Penalty: 3204.841064
	Iteration 30Q: 3 clusters Score -2086830 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2086848.375000 Penalty: 3204.841064
	Iteration 31Q: 3 clusters Score -2086848 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2086866.625000 Penalty: 3204.841064
	Iteration 32Q: 3 clusters Score -2086867 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2086881.625000 Penalty: 3204.841064
	Iteration 33Q: 3 clusters Score -2086882 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2086899.500000 Penalty: 3204.841064
	Iteration 34Q: 3 clusters Score -2086900 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2086924.500000 Penalty: 3204.841064
	Iteration 35Q: 3 clusters Score -2086924 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2086946.125000 Penalty: 3204.841064
	Iteration 36Q: 3 clusters Score -2086946 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2086964.375000 Penalty: 3204.841064
	Iteration 37Q: 3 clusters Score -2086964 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2086972.625000 Penalty: 3204.841064
	Iteration 38Q: 3 clusters Score -2086973 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2086979.625000 Penalty: 3204.841064
	Iteration 39Q: 3 clusters Score -2086980 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2086987.875000 Penalty: 3204.841064
	Iteration 40F: 3 clusters Score -2086988 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2086998.250000 Penalty: 3204.841064
	Iteration 41Q: 3 clusters Score -2086998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2087003.000000 Penalty: 3204.841064
	Iteration 42Q: 3 clusters Score -2087003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2087005.250000 Penalty: 3204.841064
	Iteration 43Q: 3 clusters Score -2087005 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2087009.625000 Penalty: 3204.841064
	Iteration 44Q: 3 clusters Score -2087010 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2087013.875000 Penalty: 3204.841064
	Iteration 45Q: 3 clusters Score -2087014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2087016.875000 Penalty: 3204.841064
	Iteration 46Q: 3 clusters Score -2087017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2087019.625000 Penalty: 3204.841064
	Iteration 47Q: 3 clusters Score -2087020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2087024.875000 Penalty: 3204.841064
	Iteration 48Q: 3 clusters Score -2087025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2087029.750000 Penalty: 3204.841064
	Iteration 49Q: 3 clusters Score -2087030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2087037.000000 Penalty: 3204.841064
	Iteration 50Q: 3 clusters Score -2087037 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2087040.250000 Penalty: 3204.841064
	Iteration 51Q: 3 clusters Score -2087040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2087048.375000 Penalty: 3204.841064
	Iteration 52Q: 3 clusters Score -2087048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2087050.125000 Penalty: 3204.841064
	Iteration 53Q: 3 clusters Score -2087050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2087060.000000 Penalty: 3204.841064
	Iteration 54Q: 3 clusters Score -2087060 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2087068.750000 Penalty: 3204.841064
	Iteration 55Q: 3 clusters Score -2087069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2087078.000000 Penalty: 3204.841064
	Iteration 56Q: 3 clusters Score -2087078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2087086.625000 Penalty: 3204.841064
	Iteration 57Q: 3 clusters Score -2087087 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2087096.500000 Penalty: 3204.841064
	Iteration 58Q: 3 clusters Score -2087096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2087100.625000 Penalty: 3204.841064
	Iteration 59Q: 3 clusters Score -2087101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2087104.125000 Penalty: 3204.841064
	Iteration 60F: 3 clusters Score -2087104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2087109.125000 Penalty: 3204.841064
	Iteration 61Q: 3 clusters Score -2087109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2087108.750000 Penalty: 3204.841064
	Iteration 62Q: 3 clusters Score -2087109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2087107.625000 Penalty: 3204.841064
	Iteration 63Q: 3 clusters Score -2087108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2087110.250000 Penalty: 3204.841064
	Iteration 64Q: 3 clusters Score -2087110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2087111.625000 Penalty: 3204.841064
	Iteration 65Q: 3 clusters Score -2087112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2087116.875000 Penalty: 3204.841064
	Iteration 66Q: 3 clusters Score -2087117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2087116.875000 Penalty: 3204.841064
	Iteration 67F: 3 clusters Score -2087117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (67977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67977 members 
Entering Unmasked Estep 
Score: -7739559.000000 Penalty: 1808.125244
	Iteration 0F: 2 clusters Score -7739559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34107 members 
Mstep: Class 2 contains 33870 members 
Entering Unmasked Estep 
Score: -7693927.000000 Penalty: 3616.250488
	Iteration 0F: 3 clusters Score -7693927 nChanged 32297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35632 members 
Mstep: Class 2 contains 32345 members 
Entering Unmasked Estep 
Score: -7712344.000000 Penalty: 3616.250488
	Iteration 1F: 3 clusters Score -7712344 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36538 members 
Mstep: Class 2 contains 31439 members 
Entering Unmasked Estep 
Score: -7712888.000000 Penalty: 3616.250488
	Iteration 2Q: 3 clusters Score -7712888 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37889 members 
Mstep: Class 2 contains 30088 members 
Entering Unmasked Estep 
Score: -7713428.000000 Penalty: 3616.250488
	Iteration 3Q: 3 clusters Score -7713428 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39942 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -7714336.000000 Penalty: 3616.250488
	Iteration 4Q: 3 clusters Score -7714336 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43049 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -7715905.000000 Penalty: 3616.250488
	Iteration 5Q: 3 clusters Score -7715905 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47514 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -7718874.000000 Penalty: 3616.250488
	Iteration 6F: 3 clusters Score -7718874 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53226 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -7723592.500000 Penalty: 3616.250488
	Iteration 7F: 3 clusters Score -7723592 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59274 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -7729430.500000 Penalty: 3616.250488
	Iteration 8F: 3 clusters Score -7729430 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63981 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -7734160.500000 Penalty: 3616.250488
	Iteration 9F: 3 clusters Score -7734160 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66517 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -7736662.000000 Penalty: 3616.250488
	Iteration 10Q: 3 clusters Score -7736662 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67428 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -7737479.500000 Penalty: 3616.250488
	Iteration 11Q: 3 clusters Score -7737480 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67715 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7737759.500000 Penalty: 3616.250488
	Iteration 12Q: 3 clusters Score -7737760 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67786 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -7737847.000000 Penalty: 3616.250488
	Iteration 13Q: 3 clusters Score -7737847 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67815 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -7737882.500000 Penalty: 3616.250488
	Iteration 14Q: 3 clusters Score -7737882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67826 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -7737909.500000 Penalty: 3616.250488
	Iteration 15Q: 3 clusters Score -7737910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67832 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -7737924.000000 Penalty: 3616.250488
	Iteration 16Q: 3 clusters Score -7737924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67833 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -7737930.000000 Penalty: 3616.250488
	Iteration 17Q: 3 clusters Score -7737930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67835 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -7737937.500000 Penalty: 3616.250488
	Iteration 18Q: 3 clusters Score -7737938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67836 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -7737932.500000 Penalty: 3616.250488
	Iteration 19Q: 3 clusters Score -7737932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67837 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -7737930.500000 Penalty: 3616.250488
	Iteration 20F: 3 clusters Score -7737930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67839 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -7737941.000000 Penalty: 3616.250488
	Iteration 21Q: 3 clusters Score -7737941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67840 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -7737947.500000 Penalty: 3616.250488
	Iteration 22Q: 3 clusters Score -7737948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67841 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -7737945.000000 Penalty: 3616.250488
	Iteration 23Q: 3 clusters Score -7737945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67842 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -7737946.000000 Penalty: 3616.250488
	Iteration 24Q: 3 clusters Score -7737946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67842 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -7737946.000000 Penalty: 3616.250488
	Iteration 25F: 3 clusters Score -7737946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (114298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114298 members 
Entering Unmasked Estep 
Score: -13543304.000000 Penalty: 1892.566772
	Iteration 0F: 2 clusters Score -1.35433e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57158 members 
Mstep: Class 2 contains 57140 members 
Entering Unmasked Estep 
Score: -13471855.000000 Penalty: 3785.133545
	Iteration 0F: 3 clusters Score -1.347186e+07 nChanged 54749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58249 members 
Mstep: Class 2 contains 56049 members 
Entering Unmasked Estep 
Score: -13502791.000000 Penalty: 3785.133545
	Iteration 1F: 3 clusters Score -1.350279e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58952 members 
Mstep: Class 2 contains 55346 members 
Entering Unmasked Estep 
Score: -13503339.000000 Penalty: 3785.133545
	Iteration 2Q: 3 clusters Score -1.350334e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60103 members 
Mstep: Class 2 contains 54195 members 
Entering Unmasked Estep 
Score: -13503936.000000 Penalty: 3785.133545
	Iteration 3Q: 3 clusters Score -1.350394e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61867 members 
Mstep: Class 2 contains 52431 members 
Entering Unmasked Estep 
Score: -13504716.000000 Penalty: 3785.133545
	Iteration 4Q: 3 clusters Score -1.350472e+07 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64484 members 
Mstep: Class 2 contains 49814 members 
Entering Unmasked Estep 
Score: -13505723.000000 Penalty: 3785.133545
	Iteration 5Q: 3 clusters Score -1.350572e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68311 members 
Mstep: Class 2 contains 45987 members 
Entering Unmasked Estep 
Score: -13507472.000000 Penalty: 3785.133545
	Iteration 6Q: 3 clusters Score -1.350747e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73801 members 
Mstep: Class 2 contains 40497 members 
Entering Unmasked Estep 
Score: -13510485.000000 Penalty: 3785.133545
	Iteration 7F: 3 clusters Score -1.351048e+07 nChanged 7656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81193 members 
Mstep: Class 2 contains 33105 members 
Entering Unmasked Estep 
Score: -13515326.000000 Penalty: 3785.133545
	Iteration 8F: 3 clusters Score -1.351533e+07 nChanged 9141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90244 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -13522344.000000 Penalty: 3785.133545
	Iteration 9F: 3 clusters Score -1.352234e+07 nChanged 9255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99467 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -13529571.000000 Penalty: 3785.133545
	Iteration 10F: 3 clusters Score -1.352957e+07 nChanged 6999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106444 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -13534992.000000 Penalty: 3785.133545
	Iteration 11F: 3 clusters Score -1.353499e+07 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110526 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -13538391.000000 Penalty: 3785.133545
	Iteration 12Q: 3 clusters Score -1.353839e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112614 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -13540231.000000 Penalty: 3785.133545
	Iteration 13Q: 3 clusters Score -1.354023e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113469 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -13540978.000000 Penalty: 3785.133545
	Iteration 14Q: 3 clusters Score -1.354098e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113781 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -13541277.000000 Penalty: 3785.133545
	Iteration 15Q: 3 clusters Score -1.354128e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113915 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -13541435.000000 Penalty: 3785.133545
	Iteration 16Q: 3 clusters Score -1.354144e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113964 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -13541540.000000 Penalty: 3785.133545
	Iteration 17Q: 3 clusters Score -1.354154e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113995 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -13541588.000000 Penalty: 3785.133545
	Iteration 18Q: 3 clusters Score -1.354159e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114008 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -13541617.000000 Penalty: 3785.133545
	Iteration 19Q: 3 clusters Score -1.354162e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114014 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -13541642.000000 Penalty: 3785.133545
	Iteration 20F: 3 clusters Score -1.354164e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114022 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -13541658.000000 Penalty: 3785.133545
	Iteration 21Q: 3 clusters Score -1.354166e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114030 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -13541677.000000 Penalty: 3785.133545
	Iteration 22Q: 3 clusters Score -1.354168e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114032 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -13541680.000000 Penalty: 3785.133545
	Iteration 23Q: 3 clusters Score -1.354168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114036 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -13541687.000000 Penalty: 3785.133545
	Iteration 24Q: 3 clusters Score -1.354169e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114035 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -13541693.000000 Penalty: 3785.133545
	Iteration 25Q: 3 clusters Score -1.354169e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114033 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -13541695.000000 Penalty: 3785.133545
	Iteration 26Q: 3 clusters Score -1.35417e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114032 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -13541701.000000 Penalty: 3785.133545
	Iteration 27Q: 3 clusters Score -1.35417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114033 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -13541701.000000 Penalty: 3785.133545
	Iteration 28Q: 3 clusters Score -1.35417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114033 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -13541696.000000 Penalty: 3785.133545
	Iteration 29Q: 3 clusters Score -1.35417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114033 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -13541694.000000 Penalty: 3785.133545
	Iteration 30Q: 3 clusters Score -1.354169e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114033 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -13541694.000000 Penalty: 3785.133545
	Iteration 31F: 3 clusters Score -1.354169e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (79397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79397 members 
Entering Unmasked Estep 
Score: -9342412.000000 Penalty: 1833.360107
	Iteration 0F: 2 clusters Score -9342412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39689 members 
Mstep: Class 2 contains 39708 members 
Entering Unmasked Estep 
Score: -9289613.000000 Penalty: 3666.720215
	Iteration 0F: 3 clusters Score -9289613 nChanged 37798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40733 members 
Mstep: Class 2 contains 38664 members 
Entering Unmasked Estep 
Score: -9311530.000000 Penalty: 3666.720215
	Iteration 1F: 3 clusters Score -9311530 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41435 members 
Mstep: Class 2 contains 37962 members 
Entering Unmasked Estep 
Score: -9311969.000000 Penalty: 3666.720215
	Iteration 2Q: 3 clusters Score -9311969 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42415 members 
Mstep: Class 2 contains 36982 members 
Entering Unmasked Estep 
Score: -9312497.000000 Penalty: 3666.720215
	Iteration 3Q: 3 clusters Score -9312497 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43769 members 
Mstep: Class 2 contains 35628 members 
Entering Unmasked Estep 
Score: -9313113.000000 Penalty: 3666.720215
	Iteration 4Q: 3 clusters Score -9313113 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45668 members 
Mstep: Class 2 contains 33729 members 
Entering Unmasked Estep 
Score: -9314041.000000 Penalty: 3666.720215
	Iteration 5Q: 3 clusters Score -9314041 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48324 members 
Mstep: Class 2 contains 31073 members 
Entering Unmasked Estep 
Score: -9315393.000000 Penalty: 3666.720215
	Iteration 6Q: 3 clusters Score -9315393 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52042 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -9317627.000000 Penalty: 3666.720215
	Iteration 7F: 3 clusters Score -9317627 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56751 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -9321206.000000 Penalty: 3666.720215
	Iteration 8F: 3 clusters Score -9321206 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61984 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -9325584.000000 Penalty: 3666.720215
	Iteration 9F: 3 clusters Score -9325584 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66862 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -9329992.000000 Penalty: 3666.720215
	Iteration 10F: 3 clusters Score -9329992 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70624 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -9333465.000000 Penalty: 3666.720215
	Iteration 11Q: 3 clusters Score -9333465 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73342 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -9335911.000000 Penalty: 3666.720215
	Iteration 12Q: 3 clusters Score -9335911 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75215 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -9337493.000000 Penalty: 3666.720215
	Iteration 13Q: 3 clusters Score -9337493 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76533 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -9338599.000000 Penalty: 3666.720215
	Iteration 14Q: 3 clusters Score -9338599 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77524 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -9339363.000000 Penalty: 3666.720215
	Iteration 15Q: 3 clusters Score -9339363 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78233 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -9339913.000000 Penalty: 3666.720215
	Iteration 16Q: 3 clusters Score -9339913 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78671 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -9340298.000000 Penalty: 3666.720215
	Iteration 17Q: 3 clusters Score -9340298 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78933 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -9340529.000000 Penalty: 3666.720215
	Iteration 18Q: 3 clusters Score -9340529 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79045 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -9340636.000000 Penalty: 3666.720215
	Iteration 19Q: 3 clusters Score -9340636 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79099 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -9340691.000000 Penalty: 3666.720215
	Iteration 20F: 3 clusters Score -9340691 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79123 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -9340718.000000 Penalty: 3666.720215
	Iteration 21Q: 3 clusters Score -9340718 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79142 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -9340747.000000 Penalty: 3666.720215
	Iteration 22Q: 3 clusters Score -9340747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79148 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -9340747.000000 Penalty: 3666.720215
	Iteration 23Q: 3 clusters Score -9340747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79153 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -9340753.000000 Penalty: 3666.720215
	Iteration 24Q: 3 clusters Score -9340753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79156 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -9340752.000000 Penalty: 3666.720215
	Iteration 25Q: 3 clusters Score -9340752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79159 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -9340757.000000 Penalty: 3666.720215
	Iteration 26Q: 3 clusters Score -9340757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79160 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -9340757.000000 Penalty: 3666.720215
	Iteration 27Q: 3 clusters Score -9340757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79161 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -9340759.000000 Penalty: 3666.720215
	Iteration 28Q: 3 clusters Score -9340759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79162 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -9340759.000000 Penalty: 3666.720215
	Iteration 29Q: 3 clusters Score -9340759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79162 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -9340759.000000 Penalty: 3666.720215
	Iteration 30F: 3 clusters Score -9340759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Entering Unmasked Estep 
Score: -370490.656250 Penalty: 1320.799316
	Iteration 0F: 2 clusters Score -370490.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -367558.000000 Penalty: 2641.598633
	Iteration 0F: 3 clusters Score -367558 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -368271.093750 Penalty: 2641.598633
	Iteration 1F: 3 clusters Score -368271.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -368395.343750 Penalty: 2641.598633
	Iteration 2F: 3 clusters Score -368395.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -368472.062500 Penalty: 2641.598633
	Iteration 3Q: 3 clusters Score -368472.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -368530.687500 Penalty: 2641.598633
	Iteration 4Q: 3 clusters Score -368530.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -368580.156250 Penalty: 2641.598633
	Iteration 5Q: 3 clusters Score -368580.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -368613.500000 Penalty: 2641.598633
	Iteration 6Q: 3 clusters Score -368613.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -368646.937500 Penalty: 2641.598633
	Iteration 7Q: 3 clusters Score -368646.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -368680.187500 Penalty: 2641.598633
	Iteration 8Q: 3 clusters Score -368680.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -368703.500000 Penalty: 2641.598633
	Iteration 9Q: 3 clusters Score -368703.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -368724.250000 Penalty: 2641.598633
	Iteration 10Q: 3 clusters Score -368724.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -368740.500000 Penalty: 2641.598633
	Iteration 11Q: 3 clusters Score -368740.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -368750.625000 Penalty: 2641.598633
	Iteration 12Q: 3 clusters Score -368750.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -368756.812500 Penalty: 2641.598633
	Iteration 13Q: 3 clusters Score -368756.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -368760.187500 Penalty: 2641.598633
	Iteration 14Q: 3 clusters Score -368760.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -368761.531250 Penalty: 2641.598633
	Iteration 15Q: 3 clusters Score -368761.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -368763.281250 Penalty: 2641.598633
	Iteration 16Q: 3 clusters Score -368763.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -368765.250000 Penalty: 2641.598633
	Iteration 17Q: 3 clusters Score -368765.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -368766.906250 Penalty: 2641.598633
	Iteration 18Q: 3 clusters Score -368766.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -368768.281250 Penalty: 2641.598633
	Iteration 19Q: 3 clusters Score -368768.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -368771.875000 Penalty: 2641.598633
	Iteration 20F: 3 clusters Score -368771.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -368775.312500 Penalty: 2641.598633
	Iteration 21Q: 3 clusters Score -368775.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -368780.250000 Penalty: 2641.598633
	Iteration 22Q: 3 clusters Score -368780.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -368787.781250 Penalty: 2641.598633
	Iteration 23Q: 3 clusters Score -368787.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -368797.343750 Penalty: 2641.598633
	Iteration 24Q: 3 clusters Score -368797.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -368809.125000 Penalty: 2641.598633
	Iteration 25Q: 3 clusters Score -368809.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -368821.593750 Penalty: 2641.598633
	Iteration 26Q: 3 clusters Score -368821.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -368834.781250 Penalty: 2641.598633
	Iteration 27Q: 3 clusters Score -368834.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -368851.093750 Penalty: 2641.598633
	Iteration 28Q: 3 clusters Score -368851.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -368861.281250 Penalty: 2641.598633
	Iteration 29Q: 3 clusters Score -368861.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -368867.312500 Penalty: 2641.598633
	Iteration 30Q: 3 clusters Score -368867.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -368873.343750 Penalty: 2641.598633
	Iteration 31Q: 3 clusters Score -368873.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -368880.968750 Penalty: 2641.598633
	Iteration 32Q: 3 clusters Score -368881 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -368886.312500 Penalty: 2641.598633
	Iteration 33Q: 3 clusters Score -368886.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -368889.718750 Penalty: 2641.598633
	Iteration 34Q: 3 clusters Score -368889.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -368892.812500 Penalty: 2641.598633
	Iteration 35Q: 3 clusters Score -368892.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -368896.375000 Penalty: 2641.598633
	Iteration 36Q: 3 clusters Score -368896.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -368900.250000 Penalty: 2641.598633
	Iteration 37Q: 3 clusters Score -368900.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -368904.000000 Penalty: 2641.598633
	Iteration 38Q: 3 clusters Score -368904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -368907.156250 Penalty: 2641.598633
	Iteration 39Q: 3 clusters Score -368907.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -368911.062500 Penalty: 2641.598633
	Iteration 40F: 3 clusters Score -368911.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -368915.937500 Penalty: 2641.598633
	Iteration 41Q: 3 clusters Score -368915.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -368920.218750 Penalty: 2641.598633
	Iteration 42Q: 3 clusters Score -368920.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -368922.812500 Penalty: 2641.598633
	Iteration 43Q: 3 clusters Score -368922.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -368924.218750 Penalty: 2641.598633
	Iteration 44Q: 3 clusters Score -368924.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -368927.656250 Penalty: 2641.598633
	Iteration 45Q: 3 clusters Score -368927.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -368930.406250 Penalty: 2641.598633
	Iteration 46Q: 3 clusters Score -368930.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -368934.031250 Penalty: 2641.598633
	Iteration 47Q: 3 clusters Score -368934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -368939.250000 Penalty: 2641.598633
	Iteration 48Q: 3 clusters Score -368939.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -368945.375000 Penalty: 2641.598633
	Iteration 49Q: 3 clusters Score -368945.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -368954.343750 Penalty: 2641.598633
	Iteration 50Q: 3 clusters Score -368954.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -368966.218750 Penalty: 2641.598633
	Iteration 51Q: 3 clusters Score -368966.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -368977.843750 Penalty: 2641.598633
	Iteration 52Q: 3 clusters Score -368977.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -368996.187500 Penalty: 2641.598633
	Iteration 53Q: 3 clusters Score -368996.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -369009.468750 Penalty: 2641.598633
	Iteration 54Q: 3 clusters Score -369009.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -369017.031250 Penalty: 2641.598633
	Iteration 55Q: 3 clusters Score -369017 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -369025.406250 Penalty: 2641.598633
	Iteration 56Q: 3 clusters Score -369025.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -369034.375000 Penalty: 2641.598633
	Iteration 57Q: 3 clusters Score -369034.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -369039.187500 Penalty: 2641.598633
	Iteration 58Q: 3 clusters Score -369039.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -369041.718750 Penalty: 2641.598633
	Iteration 59Q: 3 clusters Score -369041.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -369044.406250 Penalty: 2641.598633
	Iteration 60F: 3 clusters Score -369044.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -369047.125000 Penalty: 2641.598633
	Iteration 61Q: 3 clusters Score -369047.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -369049.281250 Penalty: 2641.598633
	Iteration 62Q: 3 clusters Score -369049.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -369052.343750 Penalty: 2641.598633
	Iteration 63Q: 3 clusters Score -369052.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -369055.343750 Penalty: 2641.598633
	Iteration 64Q: 3 clusters Score -369055.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -369057.031250 Penalty: 2641.598633
	Iteration 65Q: 3 clusters Score -369057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -369056.343750 Penalty: 2641.598633
	Iteration 66Q: 3 clusters Score -369056.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -369057.843750 Penalty: 2641.598633
	Iteration 67Q: 3 clusters Score -369057.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -369057.968750 Penalty: 2641.598633
	Iteration 68Q: 3 clusters Score -369058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -369058.656250 Penalty: 2641.598633
	Iteration 69Q: 3 clusters Score -369058.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -369059.062500 Penalty: 2641.598633
	Iteration 70Q: 3 clusters Score -369059.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -369059.062500 Penalty: 2641.598633
	Iteration 71F: 3 clusters Score -369059.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (90875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90875 members 
Entering Unmasked Estep 
Score: -10790467.000000 Penalty: 1855.301514
	Iteration 0F: 2 clusters Score -1.079047e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45491 members 
Mstep: Class 2 contains 45384 members 
Entering Unmasked Estep 
Score: -10729796.000000 Penalty: 3710.603027
	Iteration 0F: 3 clusters Score -1.07298e+07 nChanged 43359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45040 members 
Mstep: Class 2 contains 45835 members 
Entering Unmasked Estep 
Score: -10754930.000000 Penalty: 3710.603027
	Iteration 1F: 3 clusters Score -1.075493e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44562 members 
Mstep: Class 2 contains 46313 members 
Entering Unmasked Estep 
Score: -10755588.000000 Penalty: 3710.603027
	Iteration 2Q: 3 clusters Score -1.075559e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43905 members 
Mstep: Class 2 contains 46970 members 
Entering Unmasked Estep 
Score: -10756311.000000 Penalty: 3710.603027
	Iteration 3Q: 3 clusters Score -1.075631e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42926 members 
Mstep: Class 2 contains 47949 members 
Entering Unmasked Estep 
Score: -10757064.000000 Penalty: 3710.603027
	Iteration 4Q: 3 clusters Score -1.075706e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41534 members 
Mstep: Class 2 contains 49341 members 
Entering Unmasked Estep 
Score: -10758028.000000 Penalty: 3710.603027
	Iteration 5Q: 3 clusters Score -1.075803e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39661 members 
Mstep: Class 2 contains 51214 members 
Entering Unmasked Estep 
Score: -10759400.000000 Penalty: 3710.603027
	Iteration 6Q: 3 clusters Score -1.07594e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37270 members 
Mstep: Class 2 contains 53605 members 
Entering Unmasked Estep 
Score: -10761432.000000 Penalty: 3710.603027
	Iteration 7Q: 3 clusters Score -1.076143e+07 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34417 members 
Mstep: Class 2 contains 56458 members 
Entering Unmasked Estep 
Score: -10764626.000000 Penalty: 3710.603027
	Iteration 8F: 3 clusters Score -1.076463e+07 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31521 members 
Mstep: Class 2 contains 59354 members 
Entering Unmasked Estep 
Score: -10768571.000000 Penalty: 3710.603027
	Iteration 9F: 3 clusters Score -1.076857e+07 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29057 members 
Mstep: Class 2 contains 61818 members 
Entering Unmasked Estep 
Score: -10772223.000000 Penalty: 3710.603027
	Iteration 10F: 3 clusters Score -1.077222e+07 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27326 members 
Mstep: Class 2 contains 63549 members 
Entering Unmasked Estep 
Score: -10774251.000000 Penalty: 3710.603027
	Iteration 11Q: 3 clusters Score -1.077425e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 65001 members 
Entering Unmasked Estep 
Score: -10775052.000000 Penalty: 3710.603027
	Iteration 12Q: 3 clusters Score -1.077505e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 66416 members 
Entering Unmasked Estep 
Score: -10775599.000000 Penalty: 3710.603027
	Iteration 13Q: 3 clusters Score -1.07756e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 67857 members 
Entering Unmasked Estep 
Score: -10776101.000000 Penalty: 3710.603027
	Iteration 14Q: 3 clusters Score -1.07761e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 69286 members 
Entering Unmasked Estep 
Score: -10776563.000000 Penalty: 3710.603027
	Iteration 15Q: 3 clusters Score -1.077656e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 70704 members 
Entering Unmasked Estep 
Score: -10777122.000000 Penalty: 3710.603027
	Iteration 16Q: 3 clusters Score -1.077712e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 72197 members 
Entering Unmasked Estep 
Score: -10777624.000000 Penalty: 3710.603027
	Iteration 17Q: 3 clusters Score -1.077762e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 73591 members 
Entering Unmasked Estep 
Score: -10778098.000000 Penalty: 3710.603027
	Iteration 18Q: 3 clusters Score -1.07781e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 74987 members 
Entering Unmasked Estep 
Score: -10778764.000000 Penalty: 3710.603027
	Iteration 19Q: 3 clusters Score -1.077876e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 76292 members 
Entering Unmasked Estep 
Score: -10779478.000000 Penalty: 3710.603027
	Iteration 20F: 3 clusters Score -1.077948e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 77612 members 
Entering Unmasked Estep 
Score: -10780226.000000 Penalty: 3710.603027
	Iteration 21Q: 3 clusters Score -1.078023e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 78795 members 
Entering Unmasked Estep 
Score: -10780903.000000 Penalty: 3710.603027
	Iteration 22Q: 3 clusters Score -1.07809e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 79753 members 
Entering Unmasked Estep 
Score: -10781683.000000 Penalty: 3710.603027
	Iteration 23Q: 3 clusters Score -1.078168e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 80604 members 
Entering Unmasked Estep 
Score: -10782491.000000 Penalty: 3710.603027
	Iteration 24Q: 3 clusters Score -1.078249e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 81262 members 
Entering Unmasked Estep 
Score: -10782985.000000 Penalty: 3710.603027
	Iteration 25Q: 3 clusters Score -1.078298e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 81776 members 
Entering Unmasked Estep 
Score: -10783524.000000 Penalty: 3710.603027
	Iteration 26Q: 3 clusters Score -1.078352e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 82156 members 
Entering Unmasked Estep 
Score: -10783970.000000 Penalty: 3710.603027
	Iteration 27Q: 3 clusters Score -1.078397e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 82416 members 
Entering Unmasked Estep 
Score: -10784383.000000 Penalty: 3710.603027
	Iteration 28Q: 3 clusters Score -1.078438e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 82618 members 
Entering Unmasked Estep 
Score: -10784691.000000 Penalty: 3710.603027
	Iteration 29Q: 3 clusters Score -1.078469e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 82746 members 
Entering Unmasked Estep 
Score: -10784902.000000 Penalty: 3710.603027
	Iteration 30Q: 3 clusters Score -1.07849e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 82799 members 
Entering Unmasked Estep 
Score: -10785039.000000 Penalty: 3710.603027
	Iteration 31Q: 3 clusters Score -1.078504e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 82787 members 
Entering Unmasked Estep 
Score: -10785257.000000 Penalty: 3710.603027
	Iteration 32Q: 3 clusters Score -1.078526e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 82754 members 
Entering Unmasked Estep 
Score: -10785419.000000 Penalty: 3710.603027
	Iteration 33Q: 3 clusters Score -1.078542e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 82622 members 
Entering Unmasked Estep 
Score: -10785461.000000 Penalty: 3710.603027
	Iteration 34Q: 3 clusters Score -1.078546e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 82494 members 
Entering Unmasked Estep 
Score: -10785598.000000 Penalty: 3710.603027
	Iteration 35Q: 3 clusters Score -1.07856e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 82340 members 
Entering Unmasked Estep 
Score: -10785600.000000 Penalty: 3710.603027
	Iteration 36Q: 3 clusters Score -1.07856e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 82148 members 
Entering Unmasked Estep 
Score: -10785577.000000 Penalty: 3710.603027
	Iteration 37Q: 3 clusters Score -1.078558e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 81952 members 
Entering Unmasked Estep 
Score: -10785555.000000 Penalty: 3710.603027
	Iteration 38Q: 3 clusters Score -1.078556e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 81738 members 
Entering Unmasked Estep 
Score: -10785604.000000 Penalty: 3710.603027
	Iteration 39Q: 3 clusters Score -1.07856e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 81538 members 
Entering Unmasked Estep 
Score: -10785806.000000 Penalty: 3710.603027
	Iteration 40F: 3 clusters Score -1.078581e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 81199 members 
Entering Unmasked Estep 
Score: -10785895.000000 Penalty: 3710.603027
	Iteration 41Q: 3 clusters Score -1.07859e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 80838 members 
Entering Unmasked Estep 
Score: -10786007.000000 Penalty: 3710.603027
	Iteration 42Q: 3 clusters Score -1.078601e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 80467 members 
Entering Unmasked Estep 
Score: -10786118.000000 Penalty: 3710.603027
	Iteration 43Q: 3 clusters Score -1.078612e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 79952 members 
Entering Unmasked Estep 
Score: -10786261.000000 Penalty: 3710.603027
	Iteration 44Q: 3 clusters Score -1.078626e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 79495 members 
Entering Unmasked Estep 
Score: -10786239.000000 Penalty: 3710.603027
	Iteration 45Q: 3 clusters Score -1.078624e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 79163 members 
Entering Unmasked Estep 
Score: -10786318.000000 Penalty: 3710.603027
	Iteration 46Q: 3 clusters Score -1.078632e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 78815 members 
Entering Unmasked Estep 
Score: -10786395.000000 Penalty: 3710.603027
	Iteration 47Q: 3 clusters Score -1.07864e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 78560 members 
Entering Unmasked Estep 
Score: -10786352.000000 Penalty: 3710.603027
	Iteration 48Q: 3 clusters Score -1.078635e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 78410 members 
Entering Unmasked Estep 
Score: -10786337.000000 Penalty: 3710.603027
	Iteration 49Q: 3 clusters Score -1.078634e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 78208 members 
Entering Unmasked Estep 
Score: -10786365.000000 Penalty: 3710.603027
	Iteration 50Q: 3 clusters Score -1.078636e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 78004 members 
Entering Unmasked Estep 
Score: -10786375.000000 Penalty: 3710.603027
	Iteration 51Q: 3 clusters Score -1.078638e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 77829 members 
Entering Unmasked Estep 
Score: -10786356.000000 Penalty: 3710.603027
	Iteration 52Q: 3 clusters Score -1.078636e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 77732 members 
Entering Unmasked Estep 
Score: -10786323.000000 Penalty: 3710.603027
	Iteration 53Q: 3 clusters Score -1.078632e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 77527 members 
Entering Unmasked Estep 
Score: -10786334.000000 Penalty: 3710.603027
	Iteration 54Q: 3 clusters Score -1.078633e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 77445 members 
Entering Unmasked Estep 
Score: -10786374.000000 Penalty: 3710.603027
	Iteration 55Q: 3 clusters Score -1.078637e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 77464 members 
Entering Unmasked Estep 
Score: -10786363.000000 Penalty: 3710.603027
	Iteration 56Q: 3 clusters Score -1.078636e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 77434 members 
Entering Unmasked Estep 
Score: -10786394.000000 Penalty: 3710.603027
	Iteration 57Q: 3 clusters Score -1.078639e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 77402 members 
Entering Unmasked Estep 
Score: -10786400.000000 Penalty: 3710.603027
	Iteration 58Q: 3 clusters Score -1.07864e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 77375 members 
Entering Unmasked Estep 
Score: -10786371.000000 Penalty: 3710.603027
	Iteration 59Q: 3 clusters Score -1.078637e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 77395 members 
Entering Unmasked Estep 
Score: -10786433.000000 Penalty: 3710.603027
	Iteration 60F: 3 clusters Score -1.078643e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 77328 members 
Entering Unmasked Estep 
Score: -10786427.000000 Penalty: 3710.603027
	Iteration 61Q: 3 clusters Score -1.078643e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 77204 members 
Entering Unmasked Estep 
Score: -10786463.000000 Penalty: 3710.603027
	Iteration 62Q: 3 clusters Score -1.078646e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 77150 members 
Entering Unmasked Estep 
Score: -10786440.000000 Penalty: 3710.603027
	Iteration 63Q: 3 clusters Score -1.078644e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 77068 members 
Entering Unmasked Estep 
Score: -10786453.000000 Penalty: 3710.603027
	Iteration 64Q: 3 clusters Score -1.078645e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 77117 members 
Entering Unmasked Estep 
Score: -10786469.000000 Penalty: 3710.603027
	Iteration 65Q: 3 clusters Score -1.078647e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 77081 members 
Entering Unmasked Estep 
Score: -10786431.000000 Penalty: 3710.603027
	Iteration 66Q: 3 clusters Score -1.078643e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 77067 members 
Entering Unmasked Estep 
Score: -10786405.000000 Penalty: 3710.603027
	Iteration 67Q: 3 clusters Score -1.07864e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 77050 members 
Entering Unmasked Estep 
Score: -10786435.000000 Penalty: 3710.603027
	Iteration 68Q: 3 clusters Score -1.078644e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 76988 members 
Entering Unmasked Estep 
Score: -10786411.000000 Penalty: 3710.603027
	Iteration 69Q: 3 clusters Score -1.078641e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 76986 members 
Entering Unmasked Estep 
Score: -10786388.000000 Penalty: 3710.603027
	Iteration 70Q: 3 clusters Score -1.078639e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 76955 members 
Entering Unmasked Estep 
Score: -10786392.000000 Penalty: 3710.603027
	Iteration 71Q: 3 clusters Score -1.078639e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 76953 members 
Entering Unmasked Estep 
Score: -10786404.000000 Penalty: 3710.603027
	Iteration 72Q: 3 clusters Score -1.07864e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 76940 members 
Entering Unmasked Estep 
Score: -10786405.000000 Penalty: 3710.603027
	Iteration 73Q: 3 clusters Score -1.07864e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 76914 members 
Entering Unmasked Estep 
Score: -10786380.000000 Penalty: 3710.603027
	Iteration 74Q: 3 clusters Score -1.078638e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 76833 members 
Entering Unmasked Estep 
Score: -10786403.000000 Penalty: 3710.603027
	Iteration 75Q: 3 clusters Score -1.07864e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 76638 members 
Entering Unmasked Estep 
Score: -10786361.000000 Penalty: 3710.603027
	Iteration 76Q: 3 clusters Score -1.078636e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 76660 members 
Entering Unmasked Estep 
Score: -10786355.000000 Penalty: 3710.603027
	Iteration 77Q: 3 clusters Score -1.078636e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 76616 members 
Entering Unmasked Estep 
Score: -10786337.000000 Penalty: 3710.603027
	Iteration 78Q: 3 clusters Score -1.078634e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 76575 members 
Entering Unmasked Estep 
Score: -10786351.000000 Penalty: 3710.603027
	Iteration 79Q: 3 clusters Score -1.078635e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 76523 members 
Entering Unmasked Estep 
Score: -10786341.000000 Penalty: 3710.603027
	Iteration 80F: 3 clusters Score -1.078634e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 76466 members 
Entering Unmasked Estep 
Score: -10786346.000000 Penalty: 3710.603027
	Iteration 81Q: 3 clusters Score -1.078635e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 76453 members 
Entering Unmasked Estep 
Score: -10786345.000000 Penalty: 3710.603027
	Iteration 82Q: 3 clusters Score -1.078634e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 76440 members 
Entering Unmasked Estep 
Score: -10786367.000000 Penalty: 3710.603027
	Iteration 83Q: 3 clusters Score -1.078637e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 76322 members 
Entering Unmasked Estep 
Score: -10786367.000000 Penalty: 3710.603027
	Iteration 84Q: 3 clusters Score -1.078637e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 76258 members 
Entering Unmasked Estep 
Score: -10786396.000000 Penalty: 3710.603027
	Iteration 85Q: 3 clusters Score -1.07864e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 76182 members 
Entering Unmasked Estep 
Score: -10786432.000000 Penalty: 3710.603027
	Iteration 86Q: 3 clusters Score -1.078643e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 76163 members 
Entering Unmasked Estep 
Score: -10786436.000000 Penalty: 3710.603027
	Iteration 87Q: 3 clusters Score -1.078644e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 76196 members 
Entering Unmasked Estep 
Score: -10786422.000000 Penalty: 3710.603027
	Iteration 88Q: 3 clusters Score -1.078642e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 76179 members 
Entering Unmasked Estep 
Score: -10786425.000000 Penalty: 3710.603027
	Iteration 89Q: 3 clusters Score -1.078642e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 76173 members 
Entering Unmasked Estep 
Score: -10786433.000000 Penalty: 3710.603027
	Iteration 90Q: 3 clusters Score -1.078643e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 76171 members 
Entering Unmasked Estep 
Score: -10786439.000000 Penalty: 3710.603027
	Iteration 91Q: 3 clusters Score -1.078644e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 76155 members 
Entering Unmasked Estep 
Score: -10786439.000000 Penalty: 3710.603027
	Iteration 92Q: 3 clusters Score -1.078644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 76153 members 
Entering Unmasked Estep 
Score: -10786458.000000 Penalty: 3710.603027
	Iteration 93Q: 3 clusters Score -1.078646e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 76117 members 
Entering Unmasked Estep 
Score: -10786462.000000 Penalty: 3710.603027
	Iteration 94Q: 3 clusters Score -1.078646e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 76023 members 
Entering Unmasked Estep 
Score: -10786439.000000 Penalty: 3710.603027
	Iteration 95Q: 3 clusters Score -1.078644e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 76035 members 
Entering Unmasked Estep 
Score: -10786459.000000 Penalty: 3710.603027
	Iteration 96Q: 3 clusters Score -1.078646e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 75998 members 
Entering Unmasked Estep 
Score: -10786437.000000 Penalty: 3710.603027
	Iteration 97Q: 3 clusters Score -1.078644e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 75851 members 
Entering Unmasked Estep 
Score: -10786439.000000 Penalty: 3710.603027
	Iteration 98Q: 3 clusters Score -1.078644e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 75822 members 
Entering Unmasked Estep 
Score: -10786448.000000 Penalty: 3710.603027
	Iteration 99Q: 3 clusters Score -1.078645e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 75801 members 
Entering Unmasked Estep 
Score: -10786458.000000 Penalty: 3710.603027
	Iteration 100F: 3 clusters Score -1.078646e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 75652 members 
Entering Unmasked Estep 
Score: -10786467.000000 Penalty: 3710.603027
	Iteration 101Q: 3 clusters Score -1.078647e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 75568 members 
Entering Unmasked Estep 
Score: -10786414.000000 Penalty: 3710.603027
	Iteration 102Q: 3 clusters Score -1.078641e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 75523 members 
Entering Unmasked Estep 
Score: -10786439.000000 Penalty: 3710.603027
	Iteration 103Q: 3 clusters Score -1.078644e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 75542 members 
Entering Unmasked Estep 
Score: -10786443.000000 Penalty: 3710.603027
	Iteration 104Q: 3 clusters Score -1.078644e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 75436 members 
Entering Unmasked Estep 
Score: -10786451.000000 Penalty: 3710.603027
	Iteration 105Q: 3 clusters Score -1.078645e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 75374 members 
Entering Unmasked Estep 
Score: -10786449.000000 Penalty: 3710.603027
	Iteration 106Q: 3 clusters Score -1.078645e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 75344 members 
Entering Unmasked Estep 
Score: -10786474.000000 Penalty: 3710.603027
	Iteration 107Q: 3 clusters Score -1.078647e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 75339 members 
Entering Unmasked Estep 
Score: -10786458.000000 Penalty: 3710.603027
	Iteration 108Q: 3 clusters Score -1.078646e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 75282 members 
Entering Unmasked Estep 
Score: -10786448.000000 Penalty: 3710.603027
	Iteration 109Q: 3 clusters Score -1.078645e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 75185 members 
Entering Unmasked Estep 
Score: -10786445.000000 Penalty: 3710.603027
	Iteration 110Q: 3 clusters Score -1.078644e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 75143 members 
Entering Unmasked Estep 
Score: -10786458.000000 Penalty: 3710.603027
	Iteration 111Q: 3 clusters Score -1.078646e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 75081 members 
Entering Unmasked Estep 
Score: -10786439.000000 Penalty: 3710.603027
	Iteration 112Q: 3 clusters Score -1.078644e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 75013 members 
Entering Unmasked Estep 
Score: -10786429.000000 Penalty: 3710.603027
	Iteration 113Q: 3 clusters Score -1.078643e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 74910 members 
Entering Unmasked Estep 
Score: -10786461.000000 Penalty: 3710.603027
	Iteration 114Q: 3 clusters Score -1.078646e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 74937 members 
Entering Unmasked Estep 
Score: -10786488.000000 Penalty: 3710.603027
	Iteration 115Q: 3 clusters Score -1.078649e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 74867 members 
Entering Unmasked Estep 
Score: -10786468.000000 Penalty: 3710.603027
	Iteration 116Q: 3 clusters Score -1.078647e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 74896 members 
Entering Unmasked Estep 
Score: -10786485.000000 Penalty: 3710.603027
	Iteration 117Q: 3 clusters Score -1.078648e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 74835 members 
Entering Unmasked Estep 
Score: -10786506.000000 Penalty: 3710.603027
	Iteration 118Q: 3 clusters Score -1.078651e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 74822 members 
Entering Unmasked Estep 
Score: -10786524.000000 Penalty: 3710.603027
	Iteration 119Q: 3 clusters Score -1.078652e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 74796 members 
Entering Unmasked Estep 
Score: -10786525.000000 Penalty: 3710.603027
	Iteration 120F: 3 clusters Score -1.078652e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 74757 members 
Entering Unmasked Estep 
Score: -10786492.000000 Penalty: 3710.603027
	Iteration 121Q: 3 clusters Score -1.078649e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 74771 members 
Entering Unmasked Estep 
Score: -10786496.000000 Penalty: 3710.603027
	Iteration 122Q: 3 clusters Score -1.07865e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 74780 members 
Entering Unmasked Estep 
Score: -10786500.000000 Penalty: 3710.603027
	Iteration 123Q: 3 clusters Score -1.07865e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 74768 members 
Entering Unmasked Estep 
Score: -10786519.000000 Penalty: 3710.603027
	Iteration 124Q: 3 clusters Score -1.078652e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 74756 members 
Entering Unmasked Estep 
Score: -10786517.000000 Penalty: 3710.603027
	Iteration 125Q: 3 clusters Score -1.078652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 74761 members 
Entering Unmasked Estep 
Score: -10786526.000000 Penalty: 3710.603027
	Iteration 126Q: 3 clusters Score -1.078653e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 74726 members 
Entering Unmasked Estep 
Score: -10786530.000000 Penalty: 3710.603027
	Iteration 127Q: 3 clusters Score -1.078653e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 74731 members 
Entering Unmasked Estep 
Score: -10786527.000000 Penalty: 3710.603027
	Iteration 128Q: 3 clusters Score -1.078653e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 74721 members 
Entering Unmasked Estep 
Score: -10786522.000000 Penalty: 3710.603027
	Iteration 129Q: 3 clusters Score -1.078652e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 74608 members 
Entering Unmasked Estep 
Score: -10786472.000000 Penalty: 3710.603027
	Iteration 130Q: 3 clusters Score -1.078647e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 74589 members 
Entering Unmasked Estep 
Score: -10786487.000000 Penalty: 3710.603027
	Iteration 131Q: 3 clusters Score -1.078649e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 74581 members 
Entering Unmasked Estep 
Score: -10786476.000000 Penalty: 3710.603027
	Iteration 132Q: 3 clusters Score -1.078648e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 74533 members 
Entering Unmasked Estep 
Score: -10786493.000000 Penalty: 3710.603027
	Iteration 133Q: 3 clusters Score -1.078649e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 74470 members 
Entering Unmasked Estep 
Score: -10786506.000000 Penalty: 3710.603027
	Iteration 134Q: 3 clusters Score -1.078651e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 74510 members 
Entering Unmasked Estep 
Score: -10786498.000000 Penalty: 3710.603027
	Iteration 135Q: 3 clusters Score -1.07865e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 74490 members 
Entering Unmasked Estep 
Score: -10786520.000000 Penalty: 3710.603027
	Iteration 136Q: 3 clusters Score -1.078652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 74487 members 
Entering Unmasked Estep 
Score: -10786493.000000 Penalty: 3710.603027
	Iteration 137Q: 3 clusters Score -1.078649e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 74519 members 
Entering Unmasked Estep 
Score: -10786456.000000 Penalty: 3710.603027
	Iteration 138Q: 3 clusters Score -1.078646e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 74563 members 
Entering Unmasked Estep 
Score: -10786477.000000 Penalty: 3710.603027
	Iteration 139Q: 3 clusters Score -1.078648e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 74559 members 
Entering Unmasked Estep 
Score: -10786480.000000 Penalty: 3710.603027
	Iteration 140F: 3 clusters Score -1.078648e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 74567 members 
Entering Unmasked Estep 
Score: -10786508.000000 Penalty: 3710.603027
	Iteration 141Q: 3 clusters Score -1.078651e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 74518 members 
Entering Unmasked Estep 
Score: -10786477.000000 Penalty: 3710.603027
	Iteration 142Q: 3 clusters Score -1.078648e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 74503 members 
Entering Unmasked Estep 
Score: -10786474.000000 Penalty: 3710.603027
	Iteration 143Q: 3 clusters Score -1.078647e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 74524 members 
Entering Unmasked Estep 
Score: -10786465.000000 Penalty: 3710.603027
	Iteration 144Q: 3 clusters Score -1.078646e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 74529 members 
Entering Unmasked Estep 
Score: -10786466.000000 Penalty: 3710.603027
	Iteration 145Q: 3 clusters Score -1.078647e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 74553 members 
Entering Unmasked Estep 
Score: -10786497.000000 Penalty: 3710.603027
	Iteration 146Q: 3 clusters Score -1.07865e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 74515 members 
Entering Unmasked Estep 
Score: -10786484.000000 Penalty: 3710.603027
	Iteration 147Q: 3 clusters Score -1.078648e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 74510 members 
Entering Unmasked Estep 
Score: -10786472.000000 Penalty: 3710.603027
	Iteration 148Q: 3 clusters Score -1.078647e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 74522 members 
Entering Unmasked Estep 
Score: -10786479.000000 Penalty: 3710.603027
	Iteration 149Q: 3 clusters Score -1.078648e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 74520 members 
Entering Unmasked Estep 
Score: -10786476.000000 Penalty: 3710.603027
	Iteration 150Q: 3 clusters Score -1.078648e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 74520 members 
Entering Unmasked Estep 
Score: -10786476.000000 Penalty: 3710.603027
	Iteration 151F: 3 clusters Score -1.078648e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (33748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33748 members 
Entering Unmasked Estep 
Score: -4041516.500000 Penalty: 1694.334961
	Iteration 0F: 2 clusters Score -4041516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -4018791.500000 Penalty: 3388.669922
	Iteration 0F: 3 clusters Score -4018792 nChanged 15666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -4027390.750000 Penalty: 3388.669922
	Iteration 1F: 3 clusters Score -4027391 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -4027750.000000 Penalty: 3388.669922
	Iteration 2Q: 3 clusters Score -4027750 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -4028081.250000 Penalty: 3388.669922
	Iteration 3Q: 3 clusters Score -4028081 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -4028371.500000 Penalty: 3388.669922
	Iteration 4Q: 3 clusters Score -4028372 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -4028653.250000 Penalty: 3388.669922
	Iteration 5Q: 3 clusters Score -4028653 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -4028953.250000 Penalty: 3388.669922
	Iteration 6Q: 3 clusters Score -4028953 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -4029314.750000 Penalty: 3388.669922
	Iteration 7Q: 3 clusters Score -4029315 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -4029742.000000 Penalty: 3388.669922
	Iteration 8Q: 3 clusters Score -4029742 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -4030329.500000 Penalty: 3388.669922
	Iteration 9Q: 3 clusters Score -4030330 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -4031152.750000 Penalty: 3388.669922
	Iteration 10Q: 3 clusters Score -4031153 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -4032294.500000 Penalty: 3388.669922
	Iteration 11F: 3 clusters Score -4032294 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -4033544.750000 Penalty: 3388.669922
	Iteration 12F: 3 clusters Score -4033545 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -4034619.500000 Penalty: 3388.669922
	Iteration 13Q: 3 clusters Score -4034620 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -4035342.000000 Penalty: 3388.669922
	Iteration 14Q: 3 clusters Score -4035342 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -4035677.000000 Penalty: 3388.669922
	Iteration 15Q: 3 clusters Score -4035677 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -4035837.250000 Penalty: 3388.669922
	Iteration 16Q: 3 clusters Score -4035837 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -4035918.750000 Penalty: 3388.669922
	Iteration 17Q: 3 clusters Score -4035919 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -4036003.500000 Penalty: 3388.669922
	Iteration 18Q: 3 clusters Score -4036004 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -4036096.500000 Penalty: 3388.669922
	Iteration 19Q: 3 clusters Score -4036096 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -4036168.750000 Penalty: 3388.669922
	Iteration 20F: 3 clusters Score -4036169 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -4036251.000000 Penalty: 3388.669922
	Iteration 21Q: 3 clusters Score -4036251 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -4036325.500000 Penalty: 3388.669922
	Iteration 22Q: 3 clusters Score -4036326 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -4036387.500000 Penalty: 3388.669922
	Iteration 23Q: 3 clusters Score -4036388 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -4036456.250000 Penalty: 3388.669922
	Iteration 24Q: 3 clusters Score -4036456 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -4036547.750000 Penalty: 3388.669922
	Iteration 25Q: 3 clusters Score -4036548 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -4036594.750000 Penalty: 3388.669922
	Iteration 26Q: 3 clusters Score -4036595 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -4036709.000000 Penalty: 3388.669922
	Iteration 27Q: 3 clusters Score -4036709 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -4036780.250000 Penalty: 3388.669922
	Iteration 28Q: 3 clusters Score -4036780 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -4036855.000000 Penalty: 3388.669922
	Iteration 29Q: 3 clusters Score -4036855 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -4036930.250000 Penalty: 3388.669922
	Iteration 30Q: 3 clusters Score -4036930 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -4037010.750000 Penalty: 3388.669922
	Iteration 31Q: 3 clusters Score -4037011 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -4037105.500000 Penalty: 3388.669922
	Iteration 32Q: 3 clusters Score -4037106 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -4037214.250000 Penalty: 3388.669922
	Iteration 33Q: 3 clusters Score -4037214 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -4037339.750000 Penalty: 3388.669922
	Iteration 34Q: 3 clusters Score -4037340 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -4037488.000000 Penalty: 3388.669922
	Iteration 35Q: 3 clusters Score -4037488 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 27933 members 
Entering Unmasked Estep 
Score: -4037652.500000 Penalty: 3388.669922
	Iteration 36Q: 3 clusters Score -4037652 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -4037815.750000 Penalty: 3388.669922
	Iteration 37Q: 3 clusters Score -4037816 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -4038001.000000 Penalty: 3388.669922
	Iteration 38Q: 3 clusters Score -4038001 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 29324 members 
Entering Unmasked Estep 
Score: -4038194.250000 Penalty: 3388.669922
	Iteration 39Q: 3 clusters Score -4038194 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -4038379.000000 Penalty: 3388.669922
	Iteration 40F: 3 clusters Score -4038379 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 30209 members 
Entering Unmasked Estep 
Score: -4038571.750000 Penalty: 3388.669922
	Iteration 41Q: 3 clusters Score -4038572 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 30602 members 
Entering Unmasked Estep 
Score: -4038743.000000 Penalty: 3388.669922
	Iteration 42Q: 3 clusters Score -4038743 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -4038907.500000 Penalty: 3388.669922
	Iteration 43Q: 3 clusters Score -4038908 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -4039069.250000 Penalty: 3388.669922
	Iteration 44Q: 3 clusters Score -4039069 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 31615 members 
Entering Unmasked Estep 
Score: -4039238.750000 Penalty: 3388.669922
	Iteration 45Q: 3 clusters Score -4039239 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -4039409.750000 Penalty: 3388.669922
	Iteration 46Q: 3 clusters Score -4039410 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 32161 members 
Entering Unmasked Estep 
Score: -4039553.750000 Penalty: 3388.669922
	Iteration 47Q: 3 clusters Score -4039554 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 32365 members 
Entering Unmasked Estep 
Score: -4039660.250000 Penalty: 3388.669922
	Iteration 48Q: 3 clusters Score -4039660 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 32523 members 
Entering Unmasked Estep 
Score: -4039762.000000 Penalty: 3388.669922
	Iteration 49Q: 3 clusters Score -4039762 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 32667 members 
Entering Unmasked Estep 
Score: -4039848.500000 Penalty: 3388.669922
	Iteration 50Q: 3 clusters Score -4039848 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 32771 members 
Entering Unmasked Estep 
Score: -4039913.750000 Penalty: 3388.669922
	Iteration 51Q: 3 clusters Score -4039914 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 32857 members 
Entering Unmasked Estep 
Score: -4039972.500000 Penalty: 3388.669922
	Iteration 52Q: 3 clusters Score -4039972 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -4039997.500000 Penalty: 3388.669922
	Iteration 53Q: 3 clusters Score -4039998 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -4040019.250000 Penalty: 3388.669922
	Iteration 54Q: 3 clusters Score -4040019 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -4040039.750000 Penalty: 3388.669922
	Iteration 55Q: 3 clusters Score -4040040 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 33027 members 
Entering Unmasked Estep 
Score: -4040059.500000 Penalty: 3388.669922
	Iteration 56Q: 3 clusters Score -4040060 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -4040075.750000 Penalty: 3388.669922
	Iteration 57Q: 3 clusters Score -4040076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -4040083.750000 Penalty: 3388.669922
	Iteration 58Q: 3 clusters Score -4040084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -4040081.250000 Penalty: 3388.669922
	Iteration 59Q: 3 clusters Score -4040081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -4040082.000000 Penalty: 3388.669922
	Iteration 60F: 3 clusters Score -4040082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 33075 members 
Entering Unmasked Estep 
Score: -4040080.750000 Penalty: 3388.669922
	Iteration 61Q: 3 clusters Score -4040081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -4040082.250000 Penalty: 3388.669922
	Iteration 62Q: 3 clusters Score -4040082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -4040087.750000 Penalty: 3388.669922
	Iteration 63Q: 3 clusters Score -4040088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 33094 members 
Entering Unmasked Estep 
Score: -4040090.000000 Penalty: 3388.669922
	Iteration 64Q: 3 clusters Score -4040090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 33102 members 
Entering Unmasked Estep 
Score: -4040091.500000 Penalty: 3388.669922
	Iteration 65Q: 3 clusters Score -4040092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 33104 members 
Entering Unmasked Estep 
Score: -4040096.750000 Penalty: 3388.669922
	Iteration 66Q: 3 clusters Score -4040097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -4040103.000000 Penalty: 3388.669922
	Iteration 67Q: 3 clusters Score -4040103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 33115 members 
Entering Unmasked Estep 
Score: -4040107.750000 Penalty: 3388.669922
	Iteration 68Q: 3 clusters Score -4040108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 33121 members 
Entering Unmasked Estep 
Score: -4040101.500000 Penalty: 3388.669922
	Iteration 69Q: 3 clusters Score -4040102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 33126 members 
Entering Unmasked Estep 
Score: -4040104.250000 Penalty: 3388.669922
	Iteration 70Q: 3 clusters Score -4040104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 33126 members 
Entering Unmasked Estep 
Score: -4040104.250000 Penalty: 3388.669922
	Iteration 71F: 3 clusters Score -4040104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Entering Unmasked Estep 
Score: -1634200.750000 Penalty: 1546.968872
	Iteration 0F: 2 clusters Score -1634201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1624662.125000 Penalty: 3093.937744
	Iteration 0F: 3 clusters Score -1624662 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1627910.625000 Penalty: 3093.937744
	Iteration 1F: 3 clusters Score -1627911 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1628164.500000 Penalty: 3093.937744
	Iteration 2F: 3 clusters Score -1628164 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1628367.375000 Penalty: 3093.937744
	Iteration 3Q: 3 clusters Score -1628367 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1628541.250000 Penalty: 3093.937744
	Iteration 4Q: 3 clusters Score -1628541 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1628699.750000 Penalty: 3093.937744
	Iteration 5Q: 3 clusters Score -1628700 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1628899.000000 Penalty: 3093.937744
	Iteration 6Q: 3 clusters Score -1628899 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1629169.750000 Penalty: 3093.937744
	Iteration 7Q: 3 clusters Score -1629170 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1629580.500000 Penalty: 3093.937744
	Iteration 8F: 3 clusters Score -1629580 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1630226.375000 Penalty: 3093.937744
	Iteration 9F: 3 clusters Score -1630226 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1631013.000000 Penalty: 3093.937744
	Iteration 10F: 3 clusters Score -1631013 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1631722.250000 Penalty: 3093.937744
	Iteration 11F: 3 clusters Score -1631722 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1632226.750000 Penalty: 3093.937744
	Iteration 12Q: 3 clusters Score -1632227 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1632512.750000 Penalty: 3093.937744
	Iteration 13Q: 3 clusters Score -1632513 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1632670.625000 Penalty: 3093.937744
	Iteration 14Q: 3 clusters Score -1632671 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1632729.000000 Penalty: 3093.937744
	Iteration 15Q: 3 clusters Score -1632729 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1632772.125000 Penalty: 3093.937744
	Iteration 16Q: 3 clusters Score -1632772 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -1632798.750000 Penalty: 3093.937744
	Iteration 17Q: 3 clusters Score -1632799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -1632819.875000 Penalty: 3093.937744
	Iteration 18Q: 3 clusters Score -1632820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -1632825.125000 Penalty: 3093.937744
	Iteration 19Q: 3 clusters Score -1632825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -1632826.750000 Penalty: 3093.937744
	Iteration 20F: 3 clusters Score -1632827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -1632830.875000 Penalty: 3093.937744
	Iteration 21Q: 3 clusters Score -1632831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -1632833.250000 Penalty: 3093.937744
	Iteration 22Q: 3 clusters Score -1632833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -1632833.250000 Penalty: 3093.937744
	Iteration 23F: 3 clusters Score -1632833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Entering Unmasked Estep 
Score: -1091121.000000 Penalty: 1491.378418
	Iteration 0F: 2 clusters Score -1091121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1084167.000000 Penalty: 2982.756836
	Iteration 0F: 3 clusters Score -1084167 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1086305.500000 Penalty: 2982.756836
	Iteration 1F: 3 clusters Score -1086306 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1086544.000000 Penalty: 2982.756836
	Iteration 2F: 3 clusters Score -1086544 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1086747.875000 Penalty: 2982.756836
	Iteration 3Q: 3 clusters Score -1086748 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1087008.500000 Penalty: 2982.756836
	Iteration 4Q: 3 clusters Score -1087008 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1087372.875000 Penalty: 2982.756836
	Iteration 5F: 3 clusters Score -1087373 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1087792.125000 Penalty: 2982.756836
	Iteration 6F: 3 clusters Score -1087792 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1088172.125000 Penalty: 2982.756836
	Iteration 7F: 3 clusters Score -1088172 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1088531.000000 Penalty: 2982.756836
	Iteration 8Q: 3 clusters Score -1088531 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1088878.000000 Penalty: 2982.756836
	Iteration 9Q: 3 clusters Score -1088878 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1089152.875000 Penalty: 2982.756836
	Iteration 10Q: 3 clusters Score -1089153 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1089392.500000 Penalty: 2982.756836
	Iteration 11Q: 3 clusters Score -1089392 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1089540.250000 Penalty: 2982.756836
	Iteration 12Q: 3 clusters Score -1089540 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1089669.625000 Penalty: 2982.756836
	Iteration 13Q: 3 clusters Score -1089670 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1089755.125000 Penalty: 2982.756836
	Iteration 14Q: 3 clusters Score -1089755 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1089802.750000 Penalty: 2982.756836
	Iteration 15Q: 3 clusters Score -1089803 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1089838.375000 Penalty: 2982.756836
	Iteration 16Q: 3 clusters Score -1089838 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1089862.500000 Penalty: 2982.756836
	Iteration 17Q: 3 clusters Score -1089862 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1089885.000000 Penalty: 2982.756836
	Iteration 18Q: 3 clusters Score -1089885 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1089900.250000 Penalty: 2982.756836
	Iteration 19Q: 3 clusters Score -1089900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1089914.625000 Penalty: 2982.756836
	Iteration 20F: 3 clusters Score -1089915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1089921.500000 Penalty: 2982.756836
	Iteration 21Q: 3 clusters Score -1089922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1089927.500000 Penalty: 2982.756836
	Iteration 22Q: 3 clusters Score -1089928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1089936.250000 Penalty: 2982.756836
	Iteration 23Q: 3 clusters Score -1089936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1089943.125000 Penalty: 2982.756836
	Iteration 24Q: 3 clusters Score -1089943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1089948.875000 Penalty: 2982.756836
	Iteration 25Q: 3 clusters Score -1089949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1089953.250000 Penalty: 2982.756836
	Iteration 26Q: 3 clusters Score -1089953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1089959.250000 Penalty: 2982.756836
	Iteration 27Q: 3 clusters Score -1089959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1089967.250000 Penalty: 2982.756836
	Iteration 28Q: 3 clusters Score -1089967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1089970.625000 Penalty: 2982.756836
	Iteration 29Q: 3 clusters Score -1089971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1089972.875000 Penalty: 2982.756836
	Iteration 30Q: 3 clusters Score -1089973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1089975.375000 Penalty: 2982.756836
	Iteration 31Q: 3 clusters Score -1089975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1089977.625000 Penalty: 2982.756836
	Iteration 32Q: 3 clusters Score -1089978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1089977.875000 Penalty: 2982.756836
	Iteration 33Q: 3 clusters Score -1089978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1089979.125000 Penalty: 2982.756836
	Iteration 34Q: 3 clusters Score -1089979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1089979.125000 Penalty: 2982.756836
	Iteration 35F: 3 clusters Score -1089979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Entering Unmasked Estep 
Score: -395069.750000 Penalty: 1332.591431
	Iteration 0F: 2 clusters Score -395069.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -391952.281250 Penalty: 2665.182861
	Iteration 0F: 3 clusters Score -391952.3 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -392711.031250 Penalty: 2665.182861
	Iteration 1F: 3 clusters Score -392711 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -392862.093750 Penalty: 2665.182861
	Iteration 2F: 3 clusters Score -392862.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -392945.906250 Penalty: 2665.182861
	Iteration 3Q: 3 clusters Score -392945.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -392996.000000 Penalty: 2665.182861
	Iteration 4Q: 3 clusters Score -392996 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -393025.656250 Penalty: 2665.182861
	Iteration 5Q: 3 clusters Score -393025.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -393051.343750 Penalty: 2665.182861
	Iteration 6Q: 3 clusters Score -393051.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -393067.625000 Penalty: 2665.182861
	Iteration 7Q: 3 clusters Score -393067.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -393084.093750 Penalty: 2665.182861
	Iteration 8Q: 3 clusters Score -393084.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -393102.093750 Penalty: 2665.182861
	Iteration 9Q: 3 clusters Score -393102.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -393121.625000 Penalty: 2665.182861
	Iteration 10Q: 3 clusters Score -393121.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -393139.750000 Penalty: 2665.182861
	Iteration 11Q: 3 clusters Score -393139.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -393158.562500 Penalty: 2665.182861
	Iteration 12Q: 3 clusters Score -393158.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -393182.875000 Penalty: 2665.182861
	Iteration 13Q: 3 clusters Score -393182.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -393212.281250 Penalty: 2665.182861
	Iteration 14Q: 3 clusters Score -393212.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -393250.000000 Penalty: 2665.182861
	Iteration 15Q: 3 clusters Score -393250 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -393281.125000 Penalty: 2665.182861
	Iteration 16Q: 3 clusters Score -393281.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -393317.218750 Penalty: 2665.182861
	Iteration 17Q: 3 clusters Score -393317.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -393353.843750 Penalty: 2665.182861
	Iteration 18Q: 3 clusters Score -393353.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -393389.906250 Penalty: 2665.182861
	Iteration 19Q: 3 clusters Score -393389.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -393435.375000 Penalty: 2665.182861
	Iteration 20F: 3 clusters Score -393435.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -393483.750000 Penalty: 2665.182861
	Iteration 21Q: 3 clusters Score -393483.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -393540.875000 Penalty: 2665.182861
	Iteration 22Q: 3 clusters Score -393540.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -393595.625000 Penalty: 2665.182861
	Iteration 23Q: 3 clusters Score -393595.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -393658.531250 Penalty: 2665.182861
	Iteration 24Q: 3 clusters Score -393658.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -393697.843750 Penalty: 2665.182861
	Iteration 25Q: 3 clusters Score -393697.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -393723.875000 Penalty: 2665.182861
	Iteration 26Q: 3 clusters Score -393723.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -393748.218750 Penalty: 2665.182861
	Iteration 27Q: 3 clusters Score -393748.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -393775.375000 Penalty: 2665.182861
	Iteration 28Q: 3 clusters Score -393775.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -393799.593750 Penalty: 2665.182861
	Iteration 29Q: 3 clusters Score -393799.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -393826.750000 Penalty: 2665.182861
	Iteration 30Q: 3 clusters Score -393826.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -393850.875000 Penalty: 2665.182861
	Iteration 31Q: 3 clusters Score -393850.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -393870.093750 Penalty: 2665.182861
	Iteration 32Q: 3 clusters Score -393870.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -393879.656250 Penalty: 2665.182861
	Iteration 33Q: 3 clusters Score -393879.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -393886.781250 Penalty: 2665.182861
	Iteration 34Q: 3 clusters Score -393886.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -393895.093750 Penalty: 2665.182861
	Iteration 35Q: 3 clusters Score -393895.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -393900.031250 Penalty: 2665.182861
	Iteration 36Q: 3 clusters Score -393900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -393905.968750 Penalty: 2665.182861
	Iteration 37Q: 3 clusters Score -393906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -393908.906250 Penalty: 2665.182861
	Iteration 38Q: 3 clusters Score -393908.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -393909.718750 Penalty: 2665.182861
	Iteration 39Q: 3 clusters Score -393909.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -393910.218750 Penalty: 2665.182861
	Iteration 40F: 3 clusters Score -393910.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Entering Unmasked Estep 
Score: -77138.609375 Penalty: 1084.205322
	Iteration 0F: 2 clusters Score -77138.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -75863.812500 Penalty: 2168.410645
	Iteration 0F: 3 clusters Score -75863.81 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -76227.289062 Penalty: 2168.410645
	Iteration 1F: 3 clusters Score -76227.29 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -76405.093750 Penalty: 2168.410645
	Iteration 2F: 3 clusters Score -76405.09 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -76582.296875 Penalty: 2168.410645
	Iteration 3F: 3 clusters Score -76582.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -76763.195312 Penalty: 2168.410645
	Iteration 4F: 3 clusters Score -76763.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -76845.000000 Penalty: 2168.410645
	Iteration 5F: 3 clusters Score -76845 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -76899.375000 Penalty: 2168.410645
	Iteration 6Q: 3 clusters Score -76899.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -76935.101562 Penalty: 2168.410645
	Iteration 7Q: 3 clusters Score -76935.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -76960.078125 Penalty: 2168.410645
	Iteration 8Q: 3 clusters Score -76960.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -76975.054688 Penalty: 2168.410645
	Iteration 9Q: 3 clusters Score -76975.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -76986.234375 Penalty: 2168.410645
	Iteration 10Q: 3 clusters Score -76986.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -76997.414062 Penalty: 2168.410645
	Iteration 11Q: 3 clusters Score -76997.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -77003.078125 Penalty: 2168.410645
	Iteration 12Q: 3 clusters Score -77003.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -77009.671875 Penalty: 2168.410645
	Iteration 13Q: 3 clusters Score -77009.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -77013.882812 Penalty: 2168.410645
	Iteration 14Q: 3 clusters Score -77013.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -77013.882812 Penalty: 2168.410645
	Iteration 15F: 3 clusters Score -77013.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Entering Unmasked Estep 
Score: -9219.530273 Penalty: 810.945312
	Iteration 0F: 2 clusters Score -9219.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -8576.923828 Penalty: 1621.890625
	Iteration 0F: 3 clusters Score -8576.924 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -8675.894531 Penalty: 1621.890625
	Iteration 1F: 3 clusters Score -8675.895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8704.000977 Penalty: 1621.890625
	Iteration 2Q: 3 clusters Score -8704.001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -8707.869141 Penalty: 1621.890625
	Iteration 3Q: 3 clusters Score -8707.869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8708.355469 Penalty: 1621.890625
	Iteration 4Q: 3 clusters Score -8708.355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -8708.355469 Penalty: 1621.890625
	Iteration 5F: 3 clusters Score -8708.355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Entering Unmasked Estep 
Score: -52554.746094 Penalty: 1033.149414
	Iteration 0F: 2 clusters Score -52554.75 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 299 members 
Entering Unmasked Estep 
Score: -51438.851562 Penalty: 2066.298828
	Iteration 0F: 3 clusters Score -51438.85 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -51680.082031 Penalty: 2066.298828
	Iteration 1F: 3 clusters Score -51680.08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -51757.863281 Penalty: 2066.298828
	Iteration 2F: 3 clusters Score -51757.86 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -51834.785156 Penalty: 2066.298828
	Iteration 3Q: 3 clusters Score -51834.79 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -51884.441406 Penalty: 2066.298828
	Iteration 4Q: 3 clusters Score -51884.44 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -51927.468750 Penalty: 2066.298828
	Iteration 5Q: 3 clusters Score -51927.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -51944.394531 Penalty: 2066.298828
	Iteration 6Q: 3 clusters Score -51944.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -51958.160156 Penalty: 2066.298828
	Iteration 7Q: 3 clusters Score -51958.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -51964.410156 Penalty: 2066.298828
	Iteration 8Q: 3 clusters Score -51964.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -51965.488281 Penalty: 2066.298828
	Iteration 9F: 3 clusters Score -51965.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -51970.652344 Penalty: 2066.298828
	Iteration 10Q: 3 clusters Score -51970.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -51981.742188 Penalty: 2066.298828
	Iteration 11Q: 3 clusters Score -51981.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -51991.378906 Penalty: 2066.298828
	Iteration 12Q: 3 clusters Score -51991.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -51994.601562 Penalty: 2066.298828
	Iteration 13Q: 3 clusters Score -51994.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -51999.664062 Penalty: 2066.298828
	Iteration 14Q: 3 clusters Score -51999.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -52006.312500 Penalty: 2066.298828
	Iteration 15Q: 3 clusters Score -52006.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -52009.808594 Penalty: 2066.298828
	Iteration 16Q: 3 clusters Score -52009.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -52018.039062 Penalty: 2066.298828
	Iteration 17Q: 3 clusters Score -52018.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -52020.683594 Penalty: 2066.298828
	Iteration 18Q: 3 clusters Score -52020.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -52020.683594 Penalty: 2066.298828
	Iteration 19F: 3 clusters Score -52020.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (90789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90789 members 
Entering Unmasked Estep 
Score: -10730221.000000 Penalty: 1855.147583
	Iteration 0F: 2 clusters Score -1.073022e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45324 members 
Mstep: Class 2 contains 45465 members 
Entering Unmasked Estep 
Score: -10670198.000000 Penalty: 3710.295166
	Iteration 0F: 3 clusters Score -1.06702e+07 nChanged 43381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45485 members 
Mstep: Class 2 contains 45304 members 
Entering Unmasked Estep 
Score: -10695105.000000 Penalty: 3710.295166
	Iteration 1F: 3 clusters Score -1.06951e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45512 members 
Mstep: Class 2 contains 45277 members 
Entering Unmasked Estep 
Score: -10695765.000000 Penalty: 3710.295166
	Iteration 2Q: 3 clusters Score -1.069576e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45509 members 
Mstep: Class 2 contains 45280 members 
Entering Unmasked Estep 
Score: -10696428.000000 Penalty: 3710.295166
	Iteration 3Q: 3 clusters Score -1.069643e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45555 members 
Mstep: Class 2 contains 45234 members 
Entering Unmasked Estep 
Score: -10697062.000000 Penalty: 3710.295166
	Iteration 4Q: 3 clusters Score -1.069706e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45665 members 
Mstep: Class 2 contains 45124 members 
Entering Unmasked Estep 
Score: -10697727.000000 Penalty: 3710.295166
	Iteration 5Q: 3 clusters Score -1.069773e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45713 members 
Mstep: Class 2 contains 45076 members 
Entering Unmasked Estep 
Score: -10698475.000000 Penalty: 3710.295166
	Iteration 6Q: 3 clusters Score -1.069848e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45718 members 
Mstep: Class 2 contains 45071 members 
Entering Unmasked Estep 
Score: -10699199.000000 Penalty: 3710.295166
	Iteration 7Q: 3 clusters Score -1.06992e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45595 members 
Mstep: Class 2 contains 45194 members 
Entering Unmasked Estep 
Score: -10699824.000000 Penalty: 3710.295166
	Iteration 8Q: 3 clusters Score -1.069982e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45278 members 
Mstep: Class 2 contains 45511 members 
Entering Unmasked Estep 
Score: -10700511.000000 Penalty: 3710.295166
	Iteration 9Q: 3 clusters Score -1.070051e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44803 members 
Mstep: Class 2 contains 45986 members 
Entering Unmasked Estep 
Score: -10701222.000000 Penalty: 3710.295166
	Iteration 10Q: 3 clusters Score -1.070122e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 46712 members 
Entering Unmasked Estep 
Score: -10701901.000000 Penalty: 3710.295166
	Iteration 11Q: 3 clusters Score -1.07019e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 47771 members 
Entering Unmasked Estep 
Score: -10702698.000000 Penalty: 3710.295166
	Iteration 12Q: 3 clusters Score -1.07027e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41529 members 
Mstep: Class 2 contains 49260 members 
Entering Unmasked Estep 
Score: -10703754.000000 Penalty: 3710.295166
	Iteration 13Q: 3 clusters Score -1.070375e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39571 members 
Mstep: Class 2 contains 51218 members 
Entering Unmasked Estep 
Score: -10705048.000000 Penalty: 3710.295166
	Iteration 14Q: 3 clusters Score -1.070505e+07 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37138 members 
Mstep: Class 2 contains 53651 members 
Entering Unmasked Estep 
Score: -10706843.000000 Penalty: 3710.295166
	Iteration 15Q: 3 clusters Score -1.070684e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 56432 members 
Entering Unmasked Estep 
Score: -10708753.000000 Penalty: 3710.295166
	Iteration 16Q: 3 clusters Score -1.070875e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31589 members 
Mstep: Class 2 contains 59200 members 
Entering Unmasked Estep 
Score: -10710680.000000 Penalty: 3710.295166
	Iteration 17Q: 3 clusters Score -1.071068e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 61743 members 
Entering Unmasked Estep 
Score: -10712542.000000 Penalty: 3710.295166
	Iteration 18Q: 3 clusters Score -1.071254e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26855 members 
Mstep: Class 2 contains 63934 members 
Entering Unmasked Estep 
Score: -10714004.000000 Penalty: 3710.295166
	Iteration 19Q: 3 clusters Score -1.0714e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 65907 members 
Entering Unmasked Estep 
Score: -10715029.000000 Penalty: 3710.295166
	Iteration 20F: 3 clusters Score -1.071503e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 67757 members 
Entering Unmasked Estep 
Score: -10715818.000000 Penalty: 3710.295166
	Iteration 21Q: 3 clusters Score -1.071582e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 69560 members 
Entering Unmasked Estep 
Score: -10716514.000000 Penalty: 3710.295166
	Iteration 22Q: 3 clusters Score -1.071651e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 71394 members 
Entering Unmasked Estep 
Score: -10717144.000000 Penalty: 3710.295166
	Iteration 23Q: 3 clusters Score -1.071714e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 73252 members 
Entering Unmasked Estep 
Score: -10718004.000000 Penalty: 3710.295166
	Iteration 24Q: 3 clusters Score -1.0718e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 75048 members 
Entering Unmasked Estep 
Score: -10718750.000000 Penalty: 3710.295166
	Iteration 25Q: 3 clusters Score -1.071875e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 76980 members 
Entering Unmasked Estep 
Score: -10719767.000000 Penalty: 3710.295166
	Iteration 26Q: 3 clusters Score -1.071977e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 78970 members 
Entering Unmasked Estep 
Score: -10720808.000000 Penalty: 3710.295166
	Iteration 27Q: 3 clusters Score -1.072081e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 80942 members 
Entering Unmasked Estep 
Score: -10721915.000000 Penalty: 3710.295166
	Iteration 28Q: 3 clusters Score -1.072192e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 82828 members 
Entering Unmasked Estep 
Score: -10723084.000000 Penalty: 3710.295166
	Iteration 29Q: 3 clusters Score -1.072308e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 84606 members 
Entering Unmasked Estep 
Score: -10724227.000000 Penalty: 3710.295166
	Iteration 30Q: 3 clusters Score -1.072423e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 86240 members 
Entering Unmasked Estep 
Score: -10725405.000000 Penalty: 3710.295166
	Iteration 31Q: 3 clusters Score -1.07254e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 87634 members 
Entering Unmasked Estep 
Score: -10726401.000000 Penalty: 3710.295166
	Iteration 32Q: 3 clusters Score -1.07264e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 88753 members 
Entering Unmasked Estep 
Score: -10727217.000000 Penalty: 3710.295166
	Iteration 33Q: 3 clusters Score -1.072722e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 89543 members 
Entering Unmasked Estep 
Score: -10727767.000000 Penalty: 3710.295166
	Iteration 34Q: 3 clusters Score -1.072777e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 90010 members 
Entering Unmasked Estep 
Score: -10728115.000000 Penalty: 3710.295166
	Iteration 35Q: 3 clusters Score -1.072812e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 90276 members 
Entering Unmasked Estep 
Score: -10728342.000000 Penalty: 3710.295166
	Iteration 36Q: 3 clusters Score -1.072834e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 90407 members 
Entering Unmasked Estep 
Score: -10728473.000000 Penalty: 3710.295166
	Iteration 37Q: 3 clusters Score -1.072847e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 90466 members 
Entering Unmasked Estep 
Score: -10728511.000000 Penalty: 3710.295166
	Iteration 38Q: 3 clusters Score -1.072851e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 90498 members 
Entering Unmasked Estep 
Score: -10728545.000000 Penalty: 3710.295166
	Iteration 39Q: 3 clusters Score -1.072854e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 90518 members 
Entering Unmasked Estep 
Score: -10728564.000000 Penalty: 3710.295166
	Iteration 40F: 3 clusters Score -1.072856e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 90535 members 
Entering Unmasked Estep 
Score: -10728572.000000 Penalty: 3710.295166
	Iteration 41Q: 3 clusters Score -1.072857e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 90541 members 
Entering Unmasked Estep 
Score: -10728594.000000 Penalty: 3710.295166
	Iteration 42Q: 3 clusters Score -1.072859e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 90550 members 
Entering Unmasked Estep 
Score: -10728601.000000 Penalty: 3710.295166
	Iteration 43Q: 3 clusters Score -1.07286e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 90555 members 
Entering Unmasked Estep 
Score: -10728606.000000 Penalty: 3710.295166
	Iteration 44Q: 3 clusters Score -1.072861e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 90563 members 
Entering Unmasked Estep 
Score: -10728621.000000 Penalty: 3710.295166
	Iteration 45Q: 3 clusters Score -1.072862e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 90571 members 
Entering Unmasked Estep 
Score: -10728636.000000 Penalty: 3710.295166
	Iteration 46Q: 3 clusters Score -1.072864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 90573 members 
Entering Unmasked Estep 
Score: -10728637.000000 Penalty: 3710.295166
	Iteration 47Q: 3 clusters Score -1.072864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 90575 members 
Entering Unmasked Estep 
Score: -10728627.000000 Penalty: 3710.295166
	Iteration 48Q: 3 clusters Score -1.072863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 90578 members 
Entering Unmasked Estep 
Score: -10728633.000000 Penalty: 3710.295166
	Iteration 49Q: 3 clusters Score -1.072863e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 90579 members 
Entering Unmasked Estep 
Score: -10728635.000000 Penalty: 3710.295166
	Iteration 50Q: 3 clusters Score -1.072864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 90581 members 
Entering Unmasked Estep 
Score: -10728629.000000 Penalty: 3710.295166
	Iteration 51Q: 3 clusters Score -1.072863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 90582 members 
Entering Unmasked Estep 
Score: -10728637.000000 Penalty: 3710.295166
	Iteration 52Q: 3 clusters Score -1.072864e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 90583 members 
Entering Unmasked Estep 
Score: -10728639.000000 Penalty: 3710.295166
	Iteration 53Q: 3 clusters Score -1.072864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 90583 members 
Entering Unmasked Estep 
Score: -10728649.000000 Penalty: 3710.295166
	Iteration 54Q: 3 clusters Score -1.072865e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 90583 members 
Entering Unmasked Estep 
Score: -10728649.000000 Penalty: 3710.295166
	Iteration 55F: 3 clusters Score -1.072865e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Entering Unmasked Estep 
Score: -618320.187500 Penalty: 1416.490356
	Iteration 0F: 2 clusters Score -618320.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -613675.187500 Penalty: 2832.980713
	Iteration 0F: 3 clusters Score -613675.2 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -615225.250000 Penalty: 2832.980713
	Iteration 1F: 3 clusters Score -615225.2 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -615604.250000 Penalty: 2832.980713
	Iteration 2F: 3 clusters Score -615604.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -615934.875000 Penalty: 2832.980713
	Iteration 3F: 3 clusters Score -615934.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -616193.375000 Penalty: 2832.980713
	Iteration 4F: 3 clusters Score -616193.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -616399.062500 Penalty: 2832.980713
	Iteration 5F: 3 clusters Score -616399.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -616557.750000 Penalty: 2832.980713
	Iteration 6Q: 3 clusters Score -616557.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -616700.125000 Penalty: 2832.980713
	Iteration 7Q: 3 clusters Score -616700.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -616821.562500 Penalty: 2832.980713
	Iteration 8Q: 3 clusters Score -616821.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -616935.062500 Penalty: 2832.980713
	Iteration 9Q: 3 clusters Score -616935.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -617037.312500 Penalty: 2832.980713
	Iteration 10Q: 3 clusters Score -617037.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -617116.500000 Penalty: 2832.980713
	Iteration 11Q: 3 clusters Score -617116.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -617171.875000 Penalty: 2832.980713
	Iteration 12Q: 3 clusters Score -617171.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -617232.312500 Penalty: 2832.980713
	Iteration 13Q: 3 clusters Score -617232.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -617267.437500 Penalty: 2832.980713
	Iteration 14Q: 3 clusters Score -617267.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -617297.562500 Penalty: 2832.980713
	Iteration 15Q: 3 clusters Score -617297.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -617322.625000 Penalty: 2832.980713
	Iteration 16Q: 3 clusters Score -617322.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -617336.937500 Penalty: 2832.980713
	Iteration 17Q: 3 clusters Score -617336.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -617348.312500 Penalty: 2832.980713
	Iteration 18Q: 3 clusters Score -617348.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -617357.937500 Penalty: 2832.980713
	Iteration 19Q: 3 clusters Score -617357.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -617365.125000 Penalty: 2832.980713
	Iteration 20F: 3 clusters Score -617365.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -617371.062500 Penalty: 2832.980713
	Iteration 21Q: 3 clusters Score -617371.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -617380.875000 Penalty: 2832.980713
	Iteration 22Q: 3 clusters Score -617380.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -617391.500000 Penalty: 2832.980713
	Iteration 23Q: 3 clusters Score -617391.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -617413.375000 Penalty: 2832.980713
	Iteration 24Q: 3 clusters Score -617413.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -617429.125000 Penalty: 2832.980713
	Iteration 25Q: 3 clusters Score -617429.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -617444.937500 Penalty: 2832.980713
	Iteration 26Q: 3 clusters Score -617444.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -617462.250000 Penalty: 2832.980713
	Iteration 27Q: 3 clusters Score -617462.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -617482.937500 Penalty: 2832.980713
	Iteration 28Q: 3 clusters Score -617482.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -617495.250000 Penalty: 2832.980713
	Iteration 29Q: 3 clusters Score -617495.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -617505.750000 Penalty: 2832.980713
	Iteration 30Q: 3 clusters Score -617505.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -617509.687500 Penalty: 2832.980713
	Iteration 31Q: 3 clusters Score -617509.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -617512.875000 Penalty: 2832.980713
	Iteration 32Q: 3 clusters Score -617512.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -617515.437500 Penalty: 2832.980713
	Iteration 33Q: 3 clusters Score -617515.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -617519.312500 Penalty: 2832.980713
	Iteration 34Q: 3 clusters Score -617519.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -617523.500000 Penalty: 2832.980713
	Iteration 35Q: 3 clusters Score -617523.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -617523.312500 Penalty: 2832.980713
	Iteration 36Q: 3 clusters Score -617523.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -617523.375000 Penalty: 2832.980713
	Iteration 37Q: 3 clusters Score -617523.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -617528.937500 Penalty: 2832.980713
	Iteration 38Q: 3 clusters Score -617528.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -617530.500000 Penalty: 2832.980713
	Iteration 39Q: 3 clusters Score -617530.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -617537.250000 Penalty: 2832.980713
	Iteration 40F: 3 clusters Score -617537.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -617540.500000 Penalty: 2832.980713
	Iteration 41Q: 3 clusters Score -617540.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -617543.062500 Penalty: 2832.980713
	Iteration 42Q: 3 clusters Score -617543.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -617542.812500 Penalty: 2832.980713
	Iteration 43Q: 3 clusters Score -617542.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -617544.812500 Penalty: 2832.980713
	Iteration 44Q: 3 clusters Score -617544.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -617544.812500 Penalty: 2832.980713
	Iteration 45F: 3 clusters Score -617544.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (45686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45686 members 
Entering Unmasked Estep 
Score: -5448319.500000 Penalty: 1743.551514
	Iteration 0F: 2 clusters Score -5448320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -5418192.000000 Penalty: 3487.103027
	Iteration 0F: 3 clusters Score -5418192 nChanged 21406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -5430133.000000 Penalty: 3487.103027
	Iteration 1F: 3 clusters Score -5430133 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -5430538.500000 Penalty: 3487.103027
	Iteration 2Q: 3 clusters Score -5430538 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -5431040.500000 Penalty: 3487.103027
	Iteration 3Q: 3 clusters Score -5431040 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 26663 members 
Entering Unmasked Estep 
Score: -5431734.500000 Penalty: 3487.103027
	Iteration 4Q: 3 clusters Score -5431734 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -5432799.500000 Penalty: 3487.103027
	Iteration 5Q: 3 clusters Score -5432800 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 31121 members 
Entering Unmasked Estep 
Score: -5434531.500000 Penalty: 3487.103027
	Iteration 6F: 3 clusters Score -5434532 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 34484 members 
Entering Unmasked Estep 
Score: -5437145.000000 Penalty: 3487.103027
	Iteration 7F: 3 clusters Score -5437145 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 38201 members 
Entering Unmasked Estep 
Score: -5440214.500000 Penalty: 3487.103027
	Iteration 8F: 3 clusters Score -5440214 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 41517 members 
Entering Unmasked Estep 
Score: -5443193.500000 Penalty: 3487.103027
	Iteration 9F: 3 clusters Score -5443194 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 43782 members 
Entering Unmasked Estep 
Score: -5445143.500000 Penalty: 3487.103027
	Iteration 10Q: 3 clusters Score -5445144 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 44818 members 
Entering Unmasked Estep 
Score: -5446023.000000 Penalty: 3487.103027
	Iteration 11Q: 3 clusters Score -5446023 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 45198 members 
Entering Unmasked Estep 
Score: -5446416.000000 Penalty: 3487.103027
	Iteration 12Q: 3 clusters Score -5446416 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 45363 members 
Entering Unmasked Estep 
Score: -5446605.000000 Penalty: 3487.103027
	Iteration 13Q: 3 clusters Score -5446605 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 45422 members 
Entering Unmasked Estep 
Score: -5446712.500000 Penalty: 3487.103027
	Iteration 14Q: 3 clusters Score -5446712 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 45447 members 
Entering Unmasked Estep 
Score: -5446755.000000 Penalty: 3487.103027
	Iteration 15Q: 3 clusters Score -5446755 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 45456 members 
Entering Unmasked Estep 
Score: -5446780.000000 Penalty: 3487.103027
	Iteration 16Q: 3 clusters Score -5446780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 45469 members 
Entering Unmasked Estep 
Score: -5446794.000000 Penalty: 3487.103027
	Iteration 17Q: 3 clusters Score -5446794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 45480 members 
Entering Unmasked Estep 
Score: -5446810.000000 Penalty: 3487.103027
	Iteration 18Q: 3 clusters Score -5446810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 45485 members 
Entering Unmasked Estep 
Score: -5446831.500000 Penalty: 3487.103027
	Iteration 19Q: 3 clusters Score -5446832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 45487 members 
Entering Unmasked Estep 
Score: -5446832.500000 Penalty: 3487.103027
	Iteration 20F: 3 clusters Score -5446832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 45488 members 
Entering Unmasked Estep 
Score: -5446840.000000 Penalty: 3487.103027
	Iteration 21Q: 3 clusters Score -5446840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 45490 members 
Entering Unmasked Estep 
Score: -5446846.000000 Penalty: 3487.103027
	Iteration 22Q: 3 clusters Score -5446846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 45492 members 
Entering Unmasked Estep 
Score: -5446845.500000 Penalty: 3487.103027
	Iteration 23Q: 3 clusters Score -5446846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 45492 members 
Entering Unmasked Estep 
Score: -5446848.000000 Penalty: 3487.103027
	Iteration 24Q: 3 clusters Score -5446848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 45495 members 
Entering Unmasked Estep 
Score: -5446857.000000 Penalty: 3487.103027
	Iteration 25Q: 3 clusters Score -5446857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 45498 members 
Entering Unmasked Estep 
Score: -5446857.000000 Penalty: 3487.103027
	Iteration 26Q: 3 clusters Score -5446857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 45502 members 
Entering Unmasked Estep 
Score: -5446861.000000 Penalty: 3487.103027
	Iteration 27Q: 3 clusters Score -5446861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 45504 members 
Entering Unmasked Estep 
Score: -5446864.500000 Penalty: 3487.103027
	Iteration 28Q: 3 clusters Score -5446864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 45507 members 
Entering Unmasked Estep 
Score: -5446874.500000 Penalty: 3487.103027
	Iteration 29Q: 3 clusters Score -5446874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 45509 members 
Entering Unmasked Estep 
Score: -5446873.500000 Penalty: 3487.103027
	Iteration 30Q: 3 clusters Score -5446874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 45511 members 
Entering Unmasked Estep 
Score: -5446876.500000 Penalty: 3487.103027
	Iteration 31Q: 3 clusters Score -5446876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 45511 members 
Entering Unmasked Estep 
Score: -5446878.500000 Penalty: 3487.103027
	Iteration 32Q: 3 clusters Score -5446878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 45511 members 
Entering Unmasked Estep 
Score: -5446878.500000 Penalty: 3487.103027
	Iteration 33F: 3 clusters Score -5446878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (27001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Entering Unmasked Estep 
Score: -3146445.500000 Penalty: 1658.089844
	Iteration 0F: 2 clusters Score -3146446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -3128241.750000 Penalty: 3316.179688
	Iteration 0F: 3 clusters Score -3128242 nChanged 12388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -3134954.250000 Penalty: 3316.179688
	Iteration 1F: 3 clusters Score -3134954 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -3135257.000000 Penalty: 3316.179688
	Iteration 2Q: 3 clusters Score -3135257 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -3135559.000000 Penalty: 3316.179688
	Iteration 3Q: 3 clusters Score -3135559 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -3135868.500000 Penalty: 3316.179688
	Iteration 4Q: 3 clusters Score -3135868 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -3136264.500000 Penalty: 3316.179688
	Iteration 5Q: 3 clusters Score -3136264 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -3136859.750000 Penalty: 3316.179688
	Iteration 6Q: 3 clusters Score -3136860 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -3137725.250000 Penalty: 3316.179688
	Iteration 7F: 3 clusters Score -3137725 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -3139104.000000 Penalty: 3316.179688
	Iteration 8F: 3 clusters Score -3139104 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -3140908.500000 Penalty: 3316.179688
	Iteration 9F: 3 clusters Score -3140908 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -3142678.500000 Penalty: 3316.179688
	Iteration 10F: 3 clusters Score -3142678 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3143963.000000 Penalty: 3316.179688
	Iteration 11Q: 3 clusters Score -3143963 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3144530.500000 Penalty: 3316.179688
	Iteration 12Q: 3 clusters Score -3144530 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3144749.500000 Penalty: 3316.179688
	Iteration 13Q: 3 clusters Score -3144750 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -3144832.250000 Penalty: 3316.179688
	Iteration 14Q: 3 clusters Score -3144832 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -3144879.250000 Penalty: 3316.179688
	Iteration 15Q: 3 clusters Score -3144879 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -3144911.750000 Penalty: 3316.179688
	Iteration 16Q: 3 clusters Score -3144912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -3144922.500000 Penalty: 3316.179688
	Iteration 17Q: 3 clusters Score -3144922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -3144925.250000 Penalty: 3316.179688
	Iteration 18Q: 3 clusters Score -3144925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26855 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -3144933.000000 Penalty: 3316.179688
	Iteration 19Q: 3 clusters Score -3144933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -3144938.250000 Penalty: 3316.179688
	Iteration 20F: 3 clusters Score -3144938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -3144941.750000 Penalty: 3316.179688
	Iteration 21Q: 3 clusters Score -3144942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -3144957.500000 Penalty: 3316.179688
	Iteration 22Q: 3 clusters Score -3144958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -3144962.500000 Penalty: 3316.179688
	Iteration 23Q: 3 clusters Score -3144962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -3144961.750000 Penalty: 3316.179688
	Iteration 24Q: 3 clusters Score -3144962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -3144964.000000 Penalty: 3316.179688
	Iteration 25Q: 3 clusters Score -3144964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -3144964.000000 Penalty: 3316.179688
	Iteration 26F: 3 clusters Score -3144964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Entering Unmasked Estep 
Score: -700896.062500 Penalty: 1414.454590
	Iteration 0F: 2 clusters Score -700896.1 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 3040 members 
Entering Unmasked Estep 
Score: -696252.875000 Penalty: 2828.909180
	Iteration 0F: 3 clusters Score -696252.9 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -697507.437500 Penalty: 2828.909180
	Iteration 1F: 3 clusters Score -697507.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -697631.875000 Penalty: 2828.909180
	Iteration 2F: 3 clusters Score -697631.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -697721.687500 Penalty: 2828.909180
	Iteration 3Q: 3 clusters Score -697721.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -697788.875000 Penalty: 2828.909180
	Iteration 4Q: 3 clusters Score -697788.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -697854.812500 Penalty: 2828.909180
	Iteration 5Q: 3 clusters Score -697854.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -697920.875000 Penalty: 2828.909180
	Iteration 6Q: 3 clusters Score -697920.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -697981.812500 Penalty: 2828.909180
	Iteration 7Q: 3 clusters Score -697981.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -698048.937500 Penalty: 2828.909180
	Iteration 8Q: 3 clusters Score -698048.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -698142.750000 Penalty: 2828.909180
	Iteration 9Q: 3 clusters Score -698142.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -698249.875000 Penalty: 2828.909180
	Iteration 10Q: 3 clusters Score -698249.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -698360.750000 Penalty: 2828.909180
	Iteration 11Q: 3 clusters Score -698360.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -698504.062500 Penalty: 2828.909180
	Iteration 12Q: 3 clusters Score -698504.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -698690.750000 Penalty: 2828.909180
	Iteration 13Q: 3 clusters Score -698690.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -698898.375000 Penalty: 2828.909180
	Iteration 14Q: 3 clusters Score -698898.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -699138.687500 Penalty: 2828.909180
	Iteration 15Q: 3 clusters Score -699138.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -699295.750000 Penalty: 2828.909180
	Iteration 16Q: 3 clusters Score -699295.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -699380.750000 Penalty: 2828.909180
	Iteration 17Q: 3 clusters Score -699380.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -699448.812500 Penalty: 2828.909180
	Iteration 18Q: 3 clusters Score -699448.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -699496.562500 Penalty: 2828.909180
	Iteration 19Q: 3 clusters Score -699496.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -699531.812500 Penalty: 2828.909180
	Iteration 20F: 3 clusters Score -699531.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -699560.750000 Penalty: 2828.909180
	Iteration 21Q: 3 clusters Score -699560.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -699575.375000 Penalty: 2828.909180
	Iteration 22Q: 3 clusters Score -699575.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -699583.562500 Penalty: 2828.909180
	Iteration 23Q: 3 clusters Score -699583.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -699597.187500 Penalty: 2828.909180
	Iteration 24Q: 3 clusters Score -699597.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -699612.125000 Penalty: 2828.909180
	Iteration 25Q: 3 clusters Score -699612.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -699622.125000 Penalty: 2828.909180
	Iteration 26Q: 3 clusters Score -699622.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -699627.812500 Penalty: 2828.909180
	Iteration 27Q: 3 clusters Score -699627.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -699631.062500 Penalty: 2828.909180
	Iteration 28Q: 3 clusters Score -699631.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -699634.187500 Penalty: 2828.909180
	Iteration 29Q: 3 clusters Score -699634.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -699640.187500 Penalty: 2828.909180
	Iteration 30Q: 3 clusters Score -699640.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -699642.812500 Penalty: 2828.909180
	Iteration 31Q: 3 clusters Score -699642.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -699644.000000 Penalty: 2828.909180
	Iteration 32Q: 3 clusters Score -699644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -699648.625000 Penalty: 2828.909180
	Iteration 33Q: 3 clusters Score -699648.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -699651.562500 Penalty: 2828.909180
	Iteration 34Q: 3 clusters Score -699651.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -699653.562500 Penalty: 2828.909180
	Iteration 35Q: 3 clusters Score -699653.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -699654.750000 Penalty: 2828.909180
	Iteration 36Q: 3 clusters Score -699654.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -699662.000000 Penalty: 2828.909180
	Iteration 37Q: 3 clusters Score -699662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -699665.375000 Penalty: 2828.909180
	Iteration 38Q: 3 clusters Score -699665.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -699667.437500 Penalty: 2828.909180
	Iteration 39Q: 3 clusters Score -699667.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -699669.750000 Penalty: 2828.909180
	Iteration 40F: 3 clusters Score -699669.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -699670.875000 Penalty: 2828.909180
	Iteration 41Q: 3 clusters Score -699670.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -699670.875000 Penalty: 2828.909180
	Iteration 42F: 3 clusters Score -699670.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Entering Unmasked Estep 
Score: -389423.625000 Penalty: 1317.308716
	Iteration 0F: 2 clusters Score -389423.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -386494.968750 Penalty: 2634.617432
	Iteration 0F: 3 clusters Score -386495 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -387185.531250 Penalty: 2634.617432
	Iteration 1F: 3 clusters Score -387185.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -387335.500000 Penalty: 2634.617432
	Iteration 2F: 3 clusters Score -387335.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -387448.468750 Penalty: 2634.617432
	Iteration 3Q: 3 clusters Score -387448.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -387557.406250 Penalty: 2634.617432
	Iteration 4Q: 3 clusters Score -387557.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -387643.812500 Penalty: 2634.617432
	Iteration 5Q: 3 clusters Score -387643.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -387707.812500 Penalty: 2634.617432
	Iteration 6Q: 3 clusters Score -387707.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -387772.843750 Penalty: 2634.617432
	Iteration 7Q: 3 clusters Score -387772.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -387835.312500 Penalty: 2634.617432
	Iteration 8Q: 3 clusters Score -387835.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -387896.093750 Penalty: 2634.617432
	Iteration 9Q: 3 clusters Score -387896.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -387949.531250 Penalty: 2634.617432
	Iteration 10Q: 3 clusters Score -387949.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -388002.093750 Penalty: 2634.617432
	Iteration 11Q: 3 clusters Score -388002.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -388041.906250 Penalty: 2634.617432
	Iteration 12Q: 3 clusters Score -388041.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -388086.000000 Penalty: 2634.617432
	Iteration 13Q: 3 clusters Score -388086 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -388125.812500 Penalty: 2634.617432
	Iteration 14Q: 3 clusters Score -388125.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -388158.687500 Penalty: 2634.617432
	Iteration 15Q: 3 clusters Score -388158.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -388204.125000 Penalty: 2634.617432
	Iteration 16Q: 3 clusters Score -388204.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -388248.781250 Penalty: 2634.617432
	Iteration 17Q: 3 clusters Score -388248.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -388298.312500 Penalty: 2634.617432
	Iteration 18Q: 3 clusters Score -388298.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -388348.500000 Penalty: 2634.617432
	Iteration 19Q: 3 clusters Score -388348.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -388378.500000 Penalty: 2634.617432
	Iteration 20F: 3 clusters Score -388378.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -388403.906250 Penalty: 2634.617432
	Iteration 21Q: 3 clusters Score -388403.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -388427.687500 Penalty: 2634.617432
	Iteration 22Q: 3 clusters Score -388427.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -388445.156250 Penalty: 2634.617432
	Iteration 23Q: 3 clusters Score -388445.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -388452.406250 Penalty: 2634.617432
	Iteration 24Q: 3 clusters Score -388452.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -388458.937500 Penalty: 2634.617432
	Iteration 25Q: 3 clusters Score -388458.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -388464.156250 Penalty: 2634.617432
	Iteration 26Q: 3 clusters Score -388464.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -388469.125000 Penalty: 2634.617432
	Iteration 27Q: 3 clusters Score -388469.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -388473.312500 Penalty: 2634.617432
	Iteration 28Q: 3 clusters Score -388473.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -388477.500000 Penalty: 2634.617432
	Iteration 29Q: 3 clusters Score -388477.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -388481.281250 Penalty: 2634.617432
	Iteration 30Q: 3 clusters Score -388481.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -388482.750000 Penalty: 2634.617432
	Iteration 31Q: 3 clusters Score -388482.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -388482.781250 Penalty: 2634.617432
	Iteration 32Q: 3 clusters Score -388482.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -388482.781250 Penalty: 2634.617432
	Iteration 33F: 3 clusters Score -388482.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -28357.869141 Penalty: 970.330078
	Iteration 0F: 2 clusters Score -28357.87 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 180 members 
Entering Unmasked Estep 
Score: -27484.074219 Penalty: 1940.660156
	Iteration 0F: 3 clusters Score -27484.07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27686.689453 Penalty: 1940.660156
	Iteration 1F: 3 clusters Score -27686.69 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -27862.763672 Penalty: 1940.660156
	Iteration 2F: 3 clusters Score -27862.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -27941.457031 Penalty: 1940.660156
	Iteration 3Q: 3 clusters Score -27941.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -27992.613281 Penalty: 1940.660156
	Iteration 4Q: 3 clusters Score -27992.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -28051.724609 Penalty: 1940.660156
	Iteration 5Q: 3 clusters Score -28051.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -28095.052734 Penalty: 1940.660156
	Iteration 6Q: 3 clusters Score -28095.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -28122.595703 Penalty: 1940.660156
	Iteration 7Q: 3 clusters Score -28122.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -28136.349609 Penalty: 1940.660156
	Iteration 8Q: 3 clusters Score -28136.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -28138.611328 Penalty: 1940.660156
	Iteration 9Q: 3 clusters Score -28138.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -28138.996094 Penalty: 1940.660156
	Iteration 10F: 3 clusters Score -28139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -28154.119141 Penalty: 1940.660156
	Iteration 11Q: 3 clusters Score -28154.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -28160.015625 Penalty: 1940.660156
	Iteration 12Q: 3 clusters Score -28160.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -28171.191406 Penalty: 1940.660156
	Iteration 13Q: 3 clusters Score -28171.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -28171.191406 Penalty: 1940.660156
	Iteration 14F: 3 clusters Score -28171.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (150062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150062 members 
Entering Unmasked Estep 
Score: -17742224.000000 Penalty: 1936.805664
	Iteration 0F: 2 clusters Score -1.774222e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75186 members 
Mstep: Class 2 contains 74876 members 
Entering Unmasked Estep 
Score: -17663342.000000 Penalty: 3873.611328
	Iteration 0F: 3 clusters Score -1.766334e+07 nChanged 72317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77649 members 
Mstep: Class 2 contains 72413 members 
Entering Unmasked Estep 
Score: -17706708.000000 Penalty: 3873.611328
	Iteration 1F: 3 clusters Score -1.770671e+07 nChanged 6222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78761 members 
Mstep: Class 2 contains 71301 members 
Entering Unmasked Estep 
Score: -17708972.000000 Penalty: 3873.611328
	Iteration 2Q: 3 clusters Score -1.770897e+07 nChanged 7336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80099 members 
Mstep: Class 2 contains 69963 members 
Entering Unmasked Estep 
Score: -17712356.000000 Penalty: 3873.611328
	Iteration 3Q: 3 clusters Score -1.771236e+07 nChanged 8663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81450 members 
Mstep: Class 2 contains 68612 members 
Entering Unmasked Estep 
Score: -17717974.000000 Penalty: 3873.611328
	Iteration 4F: 3 clusters Score -1.771797e+07 nChanged 10273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82279 members 
Mstep: Class 2 contains 67783 members 
Entering Unmasked Estep 
Score: -17726282.000000 Penalty: 3873.611328
	Iteration 5F: 3 clusters Score -1.772628e+07 nChanged 11494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81903 members 
Mstep: Class 2 contains 68159 members 
Entering Unmasked Estep 
Score: -17737430.000000 Penalty: 3873.611328
	Iteration 6F: 3 clusters Score -1.773743e+07 nChanged 11175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80120 members 
Mstep: Class 2 contains 69942 members 
Entering Unmasked Estep 
Score: -17746900.000000 Penalty: 3873.611328
	Iteration 7F: 3 clusters Score -1.77469e+07 nChanged 8366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77636 members 
Mstep: Class 2 contains 72426 members 
Entering Unmasked Estep 
Score: -17752204.000000 Penalty: 3873.611328
	Iteration 8F: 3 clusters Score -1.77522e+07 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75049 members 
Mstep: Class 2 contains 75013 members 
Entering Unmasked Estep 
Score: -17755054.000000 Penalty: 3873.611328
	Iteration 9Q: 3 clusters Score -1.775505e+07 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72196 members 
Mstep: Class 2 contains 77866 members 
Entering Unmasked Estep 
Score: -17756942.000000 Penalty: 3873.611328
	Iteration 10Q: 3 clusters Score -1.775694e+07 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69315 members 
Mstep: Class 2 contains 80747 members 
Entering Unmasked Estep 
Score: -17758322.000000 Penalty: 3873.611328
	Iteration 11Q: 3 clusters Score -1.775832e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66491 members 
Mstep: Class 2 contains 83571 members 
Entering Unmasked Estep 
Score: -17759302.000000 Penalty: 3873.611328
	Iteration 12Q: 3 clusters Score -1.77593e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63954 members 
Mstep: Class 2 contains 86108 members 
Entering Unmasked Estep 
Score: -17760102.000000 Penalty: 3873.611328
	Iteration 13Q: 3 clusters Score -1.77601e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61809 members 
Mstep: Class 2 contains 88253 members 
Entering Unmasked Estep 
Score: -17760584.000000 Penalty: 3873.611328
	Iteration 14Q: 3 clusters Score -1.776058e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60166 members 
Mstep: Class 2 contains 89896 members 
Entering Unmasked Estep 
Score: -17760762.000000 Penalty: 3873.611328
	Iteration 15Q: 3 clusters Score -1.776076e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58751 members 
Mstep: Class 2 contains 91311 members 
Entering Unmasked Estep 
Score: -17760694.000000 Penalty: 3873.611328
	Iteration 16Q: 3 clusters Score -1.776069e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57669 members 
Mstep: Class 2 contains 92393 members 
Entering Unmasked Estep 
Score: -17760654.000000 Penalty: 3873.611328
	Iteration 17Q: 3 clusters Score -1.776065e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56700 members 
Mstep: Class 2 contains 93362 members 
Entering Unmasked Estep 
Score: -17760560.000000 Penalty: 3873.611328
	Iteration 18Q: 3 clusters Score -1.776056e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55874 members 
Mstep: Class 2 contains 94188 members 
Entering Unmasked Estep 
Score: -17760422.000000 Penalty: 3873.611328
	Iteration 19Q: 3 clusters Score -1.776042e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55081 members 
Mstep: Class 2 contains 94981 members 
Entering Unmasked Estep 
Score: -17760268.000000 Penalty: 3873.611328
	Iteration 20F: 3 clusters Score -1.776027e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54421 members 
Mstep: Class 2 contains 95641 members 
Entering Unmasked Estep 
Score: -17760186.000000 Penalty: 3873.611328
	Iteration 21Q: 3 clusters Score -1.776019e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53762 members 
Mstep: Class 2 contains 96300 members 
Entering Unmasked Estep 
Score: -17760072.000000 Penalty: 3873.611328
	Iteration 22Q: 3 clusters Score -1.776007e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53198 members 
Mstep: Class 2 contains 96864 members 
Entering Unmasked Estep 
Score: -17759836.000000 Penalty: 3873.611328
	Iteration 23Q: 3 clusters Score -1.775984e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52674 members 
Mstep: Class 2 contains 97388 members 
Entering Unmasked Estep 
Score: -17759700.000000 Penalty: 3873.611328
	Iteration 24Q: 3 clusters Score -1.77597e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52251 members 
Mstep: Class 2 contains 97811 members 
Entering Unmasked Estep 
Score: -17759636.000000 Penalty: 3873.611328
	Iteration 25Q: 3 clusters Score -1.775964e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51864 members 
Mstep: Class 2 contains 98198 members 
Entering Unmasked Estep 
Score: -17759558.000000 Penalty: 3873.611328
	Iteration 26Q: 3 clusters Score -1.775956e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51584 members 
Mstep: Class 2 contains 98478 members 
Entering Unmasked Estep 
Score: -17759512.000000 Penalty: 3873.611328
	Iteration 27Q: 3 clusters Score -1.775951e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51405 members 
Mstep: Class 2 contains 98657 members 
Entering Unmasked Estep 
Score: -17759424.000000 Penalty: 3873.611328
	Iteration 28Q: 3 clusters Score -1.775942e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51142 members 
Mstep: Class 2 contains 98920 members 
Entering Unmasked Estep 
Score: -17759352.000000 Penalty: 3873.611328
	Iteration 29Q: 3 clusters Score -1.775935e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50926 members 
Mstep: Class 2 contains 99136 members 
Entering Unmasked Estep 
Score: -17759348.000000 Penalty: 3873.611328
	Iteration 30Q: 3 clusters Score -1.775935e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50806 members 
Mstep: Class 2 contains 99256 members 
Entering Unmasked Estep 
Score: -17759356.000000 Penalty: 3873.611328
	Iteration 31Q: 3 clusters Score -1.775936e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50706 members 
Mstep: Class 2 contains 99356 members 
Entering Unmasked Estep 
Score: -17759360.000000 Penalty: 3873.611328
	Iteration 32Q: 3 clusters Score -1.775936e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50512 members 
Mstep: Class 2 contains 99550 members 
Entering Unmasked Estep 
Score: -17759280.000000 Penalty: 3873.611328
	Iteration 33Q: 3 clusters Score -1.775928e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50248 members 
Mstep: Class 2 contains 99814 members 
Entering Unmasked Estep 
Score: -17759180.000000 Penalty: 3873.611328
	Iteration 34Q: 3 clusters Score -1.775918e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50034 members 
Mstep: Class 2 contains 100028 members 
Entering Unmasked Estep 
Score: -17759114.000000 Penalty: 3873.611328
	Iteration 35Q: 3 clusters Score -1.775911e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49834 members 
Mstep: Class 2 contains 100228 members 
Entering Unmasked Estep 
Score: -17759080.000000 Penalty: 3873.611328
	Iteration 36Q: 3 clusters Score -1.775908e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49685 members 
Mstep: Class 2 contains 100377 members 
Entering Unmasked Estep 
Score: -17759026.000000 Penalty: 3873.611328
	Iteration 37Q: 3 clusters Score -1.775903e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49512 members 
Mstep: Class 2 contains 100550 members 
Entering Unmasked Estep 
Score: -17758968.000000 Penalty: 3873.611328
	Iteration 38Q: 3 clusters Score -1.775897e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 100697 members 
Entering Unmasked Estep 
Score: -17758934.000000 Penalty: 3873.611328
	Iteration 39Q: 3 clusters Score -1.775893e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49149 members 
Mstep: Class 2 contains 100913 members 
Entering Unmasked Estep 
Score: -17758866.000000 Penalty: 3873.611328
	Iteration 40F: 3 clusters Score -1.775887e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48994 members 
Mstep: Class 2 contains 101068 members 
Entering Unmasked Estep 
Score: -17758780.000000 Penalty: 3873.611328
	Iteration 41Q: 3 clusters Score -1.775878e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48834 members 
Mstep: Class 2 contains 101228 members 
Entering Unmasked Estep 
Score: -17758736.000000 Penalty: 3873.611328
	Iteration 42Q: 3 clusters Score -1.775874e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48676 members 
Mstep: Class 2 contains 101386 members 
Entering Unmasked Estep 
Score: -17758686.000000 Penalty: 3873.611328
	Iteration 43Q: 3 clusters Score -1.775869e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48624 members 
Mstep: Class 2 contains 101438 members 
Entering Unmasked Estep 
Score: -17758660.000000 Penalty: 3873.611328
	Iteration 44Q: 3 clusters Score -1.775866e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48581 members 
Mstep: Class 2 contains 101481 members 
Entering Unmasked Estep 
Score: -17758656.000000 Penalty: 3873.611328
	Iteration 45Q: 3 clusters Score -1.775866e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48524 members 
Mstep: Class 2 contains 101538 members 
Entering Unmasked Estep 
Score: -17758656.000000 Penalty: 3873.611328
	Iteration 46Q: 3 clusters Score -1.775866e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48476 members 
Mstep: Class 2 contains 101586 members 
Entering Unmasked Estep 
Score: -17758630.000000 Penalty: 3873.611328
	Iteration 47Q: 3 clusters Score -1.775863e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48361 members 
Mstep: Class 2 contains 101701 members 
Entering Unmasked Estep 
Score: -17758626.000000 Penalty: 3873.611328
	Iteration 48Q: 3 clusters Score -1.775863e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48214 members 
Mstep: Class 2 contains 101848 members 
Entering Unmasked Estep 
Score: -17758598.000000 Penalty: 3873.611328
	Iteration 49Q: 3 clusters Score -1.77586e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48140 members 
Mstep: Class 2 contains 101922 members 
Entering Unmasked Estep 
Score: -17758548.000000 Penalty: 3873.611328
	Iteration 50Q: 3 clusters Score -1.775855e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48077 members 
Mstep: Class 2 contains 101985 members 
Entering Unmasked Estep 
Score: -17758554.000000 Penalty: 3873.611328
	Iteration 51Q: 3 clusters Score -1.775855e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48060 members 
Mstep: Class 2 contains 102002 members 
Entering Unmasked Estep 
Score: -17758546.000000 Penalty: 3873.611328
	Iteration 52Q: 3 clusters Score -1.775855e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48034 members 
Mstep: Class 2 contains 102028 members 
Entering Unmasked Estep 
Score: -17758526.000000 Penalty: 3873.611328
	Iteration 53Q: 3 clusters Score -1.775853e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48007 members 
Mstep: Class 2 contains 102055 members 
Entering Unmasked Estep 
Score: -17758530.000000 Penalty: 3873.611328
	Iteration 54Q: 3 clusters Score -1.775853e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48000 members 
Mstep: Class 2 contains 102062 members 
Entering Unmasked Estep 
Score: -17758550.000000 Penalty: 3873.611328
	Iteration 55Q: 3 clusters Score -1.775855e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47972 members 
Mstep: Class 2 contains 102090 members 
Entering Unmasked Estep 
Score: -17758520.000000 Penalty: 3873.611328
	Iteration 56Q: 3 clusters Score -1.775852e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47970 members 
Mstep: Class 2 contains 102092 members 
Entering Unmasked Estep 
Score: -17758516.000000 Penalty: 3873.611328
	Iteration 57Q: 3 clusters Score -1.775852e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47966 members 
Mstep: Class 2 contains 102096 members 
Entering Unmasked Estep 
Score: -17758506.000000 Penalty: 3873.611328
	Iteration 58Q: 3 clusters Score -1.775851e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47958 members 
Mstep: Class 2 contains 102104 members 
Entering Unmasked Estep 
Score: -17758510.000000 Penalty: 3873.611328
	Iteration 59Q: 3 clusters Score -1.775851e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47939 members 
Mstep: Class 2 contains 102123 members 
Entering Unmasked Estep 
Score: -17758510.000000 Penalty: 3873.611328
	Iteration 60F: 3 clusters Score -1.775851e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47944 members 
Mstep: Class 2 contains 102118 members 
Entering Unmasked Estep 
Score: -17758502.000000 Penalty: 3873.611328
	Iteration 61Q: 3 clusters Score -1.77585e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47921 members 
Mstep: Class 2 contains 102141 members 
Entering Unmasked Estep 
Score: -17758492.000000 Penalty: 3873.611328
	Iteration 62Q: 3 clusters Score -1.775849e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47936 members 
Mstep: Class 2 contains 102126 members 
Entering Unmasked Estep 
Score: -17758498.000000 Penalty: 3873.611328
	Iteration 63Q: 3 clusters Score -1.77585e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47944 members 
Mstep: Class 2 contains 102118 members 
Entering Unmasked Estep 
Score: -17758500.000000 Penalty: 3873.611328
	Iteration 64Q: 3 clusters Score -1.77585e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47946 members 
Mstep: Class 2 contains 102116 members 
Entering Unmasked Estep 
Score: -17758498.000000 Penalty: 3873.611328
	Iteration 65Q: 3 clusters Score -1.77585e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47920 members 
Mstep: Class 2 contains 102142 members 
Entering Unmasked Estep 
Score: -17758496.000000 Penalty: 3873.611328
	Iteration 66Q: 3 clusters Score -1.77585e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47918 members 
Mstep: Class 2 contains 102144 members 
Entering Unmasked Estep 
Score: -17758500.000000 Penalty: 3873.611328
	Iteration 67Q: 3 clusters Score -1.77585e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47894 members 
Mstep: Class 2 contains 102168 members 
Entering Unmasked Estep 
Score: -17758460.000000 Penalty: 3873.611328
	Iteration 68Q: 3 clusters Score -1.775846e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47866 members 
Mstep: Class 2 contains 102196 members 
Entering Unmasked Estep 
Score: -17758460.000000 Penalty: 3873.611328
	Iteration 69Q: 3 clusters Score -1.775846e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47829 members 
Mstep: Class 2 contains 102233 members 
Entering Unmasked Estep 
Score: -17758440.000000 Penalty: 3873.611328
	Iteration 70Q: 3 clusters Score -1.775844e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47774 members 
Mstep: Class 2 contains 102288 members 
Entering Unmasked Estep 
Score: -17758428.000000 Penalty: 3873.611328
	Iteration 71Q: 3 clusters Score -1.775843e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47708 members 
Mstep: Class 2 contains 102354 members 
Entering Unmasked Estep 
Score: -17758434.000000 Penalty: 3873.611328
	Iteration 72Q: 3 clusters Score -1.775843e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47698 members 
Mstep: Class 2 contains 102364 members 
Entering Unmasked Estep 
Score: -17758420.000000 Penalty: 3873.611328
	Iteration 73Q: 3 clusters Score -1.775842e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47675 members 
Mstep: Class 2 contains 102387 members 
Entering Unmasked Estep 
Score: -17758414.000000 Penalty: 3873.611328
	Iteration 74Q: 3 clusters Score -1.775841e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47621 members 
Mstep: Class 2 contains 102441 members 
Entering Unmasked Estep 
Score: -17758416.000000 Penalty: 3873.611328
	Iteration 75Q: 3 clusters Score -1.775842e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47627 members 
Mstep: Class 2 contains 102435 members 
Entering Unmasked Estep 
Score: -17758398.000000 Penalty: 3873.611328
	Iteration 76Q: 3 clusters Score -1.77584e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47627 members 
Mstep: Class 2 contains 102435 members 
Entering Unmasked Estep 
Score: -17758384.000000 Penalty: 3873.611328
	Iteration 77Q: 3 clusters Score -1.775838e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47559 members 
Mstep: Class 2 contains 102503 members 
Entering Unmasked Estep 
Score: -17758354.000000 Penalty: 3873.611328
	Iteration 78Q: 3 clusters Score -1.775835e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47521 members 
Mstep: Class 2 contains 102541 members 
Entering Unmasked Estep 
Score: -17758340.000000 Penalty: 3873.611328
	Iteration 79Q: 3 clusters Score -1.775834e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47484 members 
Mstep: Class 2 contains 102578 members 
Entering Unmasked Estep 
Score: -17758302.000000 Penalty: 3873.611328
	Iteration 80F: 3 clusters Score -1.77583e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47422 members 
Mstep: Class 2 contains 102640 members 
Entering Unmasked Estep 
Score: -17758290.000000 Penalty: 3873.611328
	Iteration 81Q: 3 clusters Score -1.775829e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47345 members 
Mstep: Class 2 contains 102717 members 
Entering Unmasked Estep 
Score: -17758290.000000 Penalty: 3873.611328
	Iteration 82Q: 3 clusters Score -1.775829e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47306 members 
Mstep: Class 2 contains 102756 members 
Entering Unmasked Estep 
Score: -17758268.000000 Penalty: 3873.611328
	Iteration 83Q: 3 clusters Score -1.775827e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47220 members 
Mstep: Class 2 contains 102842 members 
Entering Unmasked Estep 
Score: -17758242.000000 Penalty: 3873.611328
	Iteration 84Q: 3 clusters Score -1.775824e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47153 members 
Mstep: Class 2 contains 102909 members 
Entering Unmasked Estep 
Score: -17758232.000000 Penalty: 3873.611328
	Iteration 85Q: 3 clusters Score -1.775823e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47152 members 
Mstep: Class 2 contains 102910 members 
Entering Unmasked Estep 
Score: -17758238.000000 Penalty: 3873.611328
	Iteration 86Q: 3 clusters Score -1.775824e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47107 members 
Mstep: Class 2 contains 102955 members 
Entering Unmasked Estep 
Score: -17758238.000000 Penalty: 3873.611328
	Iteration 87Q: 3 clusters Score -1.775824e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47093 members 
Mstep: Class 2 contains 102969 members 
Entering Unmasked Estep 
Score: -17758186.000000 Penalty: 3873.611328
	Iteration 88Q: 3 clusters Score -1.775819e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47008 members 
Mstep: Class 2 contains 103054 members 
Entering Unmasked Estep 
Score: -17758138.000000 Penalty: 3873.611328
	Iteration 89Q: 3 clusters Score -1.775814e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 103171 members 
Entering Unmasked Estep 
Score: -17758116.000000 Penalty: 3873.611328
	Iteration 90Q: 3 clusters Score -1.775812e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46797 members 
Mstep: Class 2 contains 103265 members 
Entering Unmasked Estep 
Score: -17758126.000000 Penalty: 3873.611328
	Iteration 91Q: 3 clusters Score -1.775813e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46780 members 
Mstep: Class 2 contains 103282 members 
Entering Unmasked Estep 
Score: -17758132.000000 Penalty: 3873.611328
	Iteration 92Q: 3 clusters Score -1.775813e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46777 members 
Mstep: Class 2 contains 103285 members 
Entering Unmasked Estep 
Score: -17758140.000000 Penalty: 3873.611328
	Iteration 93Q: 3 clusters Score -1.775814e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46780 members 
Mstep: Class 2 contains 103282 members 
Entering Unmasked Estep 
Score: -17758136.000000 Penalty: 3873.611328
	Iteration 94Q: 3 clusters Score -1.775814e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46799 members 
Mstep: Class 2 contains 103263 members 
Entering Unmasked Estep 
Score: -17758148.000000 Penalty: 3873.611328
	Iteration 95Q: 3 clusters Score -1.775815e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46823 members 
Mstep: Class 2 contains 103239 members 
Entering Unmasked Estep 
Score: -17758160.000000 Penalty: 3873.611328
	Iteration 96Q: 3 clusters Score -1.775816e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46867 members 
Mstep: Class 2 contains 103195 members 
Entering Unmasked Estep 
Score: -17758184.000000 Penalty: 3873.611328
	Iteration 97Q: 3 clusters Score -1.775818e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46876 members 
Mstep: Class 2 contains 103186 members 
Entering Unmasked Estep 
Score: -17758154.000000 Penalty: 3873.611328
	Iteration 98Q: 3 clusters Score -1.775815e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46871 members 
Mstep: Class 2 contains 103191 members 
Entering Unmasked Estep 
Score: -17758188.000000 Penalty: 3873.611328
	Iteration 99Q: 3 clusters Score -1.775819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46872 members 
Mstep: Class 2 contains 103190 members 
Entering Unmasked Estep 
Score: -17758182.000000 Penalty: 3873.611328
	Iteration 100F: 3 clusters Score -1.775818e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46871 members 
Mstep: Class 2 contains 103191 members 
Entering Unmasked Estep 
Score: -17758172.000000 Penalty: 3873.611328
	Iteration 101Q: 3 clusters Score -1.775817e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46869 members 
Mstep: Class 2 contains 103193 members 
Entering Unmasked Estep 
Score: -17758178.000000 Penalty: 3873.611328
	Iteration 102Q: 3 clusters Score -1.775818e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46869 members 
Mstep: Class 2 contains 103193 members 
Entering Unmasked Estep 
Score: -17758178.000000 Penalty: 3873.611328
	Iteration 103F: 3 clusters Score -1.775818e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 197132 members 
Mstep: Class 3 contains 80390 members 
Mstep: Class 4 contains 8991 members 
Mstep: Class 5 contains 8901 members 
Mstep: Class 6 contains 35008 members 
Mstep: Class 7 contains 79781 members 
Mstep: Class 8 contains 14238 members 
Mstep: Class 9 contains 36759 members 
Mstep: Class 10 contains 9076 members 
Mstep: Class 11 contains 196 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8891 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19169 members 
Mstep: Class 16 contains 67977 members 
Mstep: Class 17 contains 114298 members 
Mstep: Class 18 contains 79397 members 
Mstep: Class 19 contains 3388 members 
Mstep: Class 20 contains 90875 members 
Mstep: Class 21 contains 33748 members 
Mstep: Class 22 contains 13627 members 
Mstep: Class 23 contains 9679 members 
Mstep: Class 24 contains 3643 members 
Mstep: Class 25 contains 790 members 
Mstep: Class 26 contains 147 members 
Mstep: Class 27 contains 577 members 
Mstep: Class 28 contains 90789 members 
Mstep: Class 29 contains 6105 members 
Mstep: Class 30 contains 45686 members 
Mstep: Class 31 contains 27001 members 
Mstep: Class 32 contains 6029 members 
Mstep: Class 33 contains 3316 members 
Mstep: Class 34 contains 392 members 
Mstep: Class 35 contains 46869 members 
Mstep: Class 36 contains 1425 members 
Mstep: Class 37 contains 25539 members 
Mstep: Class 38 contains 1230 members 
Mstep: Class 39 contains 103967 members 
Mstep: Class 40 contains 509 members 
Mstep: Class 41 contains 327 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 19369 members 
Mstep: Class 44 contains 84366 members 
Mstep: Class 45 contains 10432 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 34136 members 
Mstep: Class 49 contains 13544 members 
Mstep: Class 50 contains 495 members 
Mstep: Class 51 contains 1002 members 
Mstep: Class 52 contains 4667 members 
Mstep: Class 53 contains 92572 members 
Mstep: Class 54 contains 58654 members 
Mstep: Class 55 contains 7193 members 
Mstep: Class 56 contains 721 members 
Mstep: Class 57 contains 151 members 
Mstep: Class 58 contains 299 members 
Mstep: Class 59 contains 103193 members 
Entering Unmasked Estep 
Score: -194725632.000000 Penalty: 137671.796875
Splitting cluster 35 changes total score from -194708896.000000 to -194725632.000000
So it's getting split into cluster 59.
Entering ConstructFrom: 
Trying to split cluster 36 (1425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Entering Unmasked Estep 
Score: -153731.484375 Penalty: 1180.063110
	Iteration 0F: 2 clusters Score -153731.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -152028.156250 Penalty: 2360.126221
	Iteration 0F: 3 clusters Score -152028.2 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -152403.578125 Penalty: 2360.126221
	Iteration 1F: 3 clusters Score -152403.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -152510.843750 Penalty: 2360.126221
	Iteration 2F: 3 clusters Score -152510.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -152586.281250 Penalty: 2360.126221
	Iteration 3F: 3 clusters Score -152586.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -152635.578125 Penalty: 2360.126221
	Iteration 4Q: 3 clusters Score -152635.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -152662.015625 Penalty: 2360.126221
	Iteration 5Q: 3 clusters Score -152662 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -152683.859375 Penalty: 2360.126221
	Iteration 6Q: 3 clusters Score -152683.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -152708.281250 Penalty: 2360.126221
	Iteration 7Q: 3 clusters Score -152708.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -152724.968750 Penalty: 2360.126221
	Iteration 8Q: 3 clusters Score -152725 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -152736.093750 Penalty: 2360.126221
	Iteration 9Q: 3 clusters Score -152736.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -152748.718750 Penalty: 2360.126221
	Iteration 10Q: 3 clusters Score -152748.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -152757.343750 Penalty: 2360.126221
	Iteration 11Q: 3 clusters Score -152757.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -152772.750000 Penalty: 2360.126221
	Iteration 12Q: 3 clusters Score -152772.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -152794.578125 Penalty: 2360.126221
	Iteration 13Q: 3 clusters Score -152794.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -152810.484375 Penalty: 2360.126221
	Iteration 14Q: 3 clusters Score -152810.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -152829.562500 Penalty: 2360.126221
	Iteration 15Q: 3 clusters Score -152829.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -152843.500000 Penalty: 2360.126221
	Iteration 16Q: 3 clusters Score -152843.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -152854.265625 Penalty: 2360.126221
	Iteration 17Q: 3 clusters Score -152854.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -152862.312500 Penalty: 2360.126221
	Iteration 18Q: 3 clusters Score -152862.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -152871.953125 Penalty: 2360.126221
	Iteration 19Q: 3 clusters Score -152872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -152876.375000 Penalty: 2360.126221
	Iteration 20F: 3 clusters Score -152876.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -152879.796875 Penalty: 2360.126221
	Iteration 21Q: 3 clusters Score -152879.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -152882.812500 Penalty: 2360.126221
	Iteration 22Q: 3 clusters Score -152882.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -152888.062500 Penalty: 2360.126221
	Iteration 23Q: 3 clusters Score -152888.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -152891.859375 Penalty: 2360.126221
	Iteration 24Q: 3 clusters Score -152891.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -152894.671875 Penalty: 2360.126221
	Iteration 25Q: 3 clusters Score -152894.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -152894.890625 Penalty: 2360.126221
	Iteration 26Q: 3 clusters Score -152894.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -152894.890625 Penalty: 2360.126221
	Iteration 27F: 3 clusters Score -152894.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (25539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Entering Unmasked Estep 
Score: -2996675.750000 Penalty: 1649.043823
	Iteration 0F: 2 clusters Score -2996676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -2979355.750000 Penalty: 3298.087646
	Iteration 0F: 3 clusters Score -2979356 nChanged 11767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -2985606.000000 Penalty: 3298.087646
	Iteration 1F: 3 clusters Score -2985606 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -2985863.000000 Penalty: 3298.087646
	Iteration 2Q: 3 clusters Score -2985863 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -2986076.000000 Penalty: 3298.087646
	Iteration 3Q: 3 clusters Score -2986076 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -2986269.000000 Penalty: 3298.087646
	Iteration 4Q: 3 clusters Score -2986269 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -2986456.750000 Penalty: 3298.087646
	Iteration 5Q: 3 clusters Score -2986457 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -2986600.750000 Penalty: 3298.087646
	Iteration 6Q: 3 clusters Score -2986601 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -2986767.000000 Penalty: 3298.087646
	Iteration 7Q: 3 clusters Score -2986767 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -2986941.500000 Penalty: 3298.087646
	Iteration 8Q: 3 clusters Score -2986942 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -2987147.750000 Penalty: 3298.087646
	Iteration 9Q: 3 clusters Score -2987148 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -2987479.250000 Penalty: 3298.087646
	Iteration 10Q: 3 clusters Score -2987479 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -2987972.250000 Penalty: 3298.087646
	Iteration 11Q: 3 clusters Score -2987972 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -2988727.000000 Penalty: 3298.087646
	Iteration 12Q: 3 clusters Score -2988727 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -2989738.500000 Penalty: 3298.087646
	Iteration 13F: 3 clusters Score -2989738 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -2990897.750000 Penalty: 3298.087646
	Iteration 14F: 3 clusters Score -2990898 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -2991933.500000 Penalty: 3298.087646
	Iteration 15F: 3 clusters Score -2991934 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -2992806.500000 Penalty: 3298.087646
	Iteration 16Q: 3 clusters Score -2992806 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -2993511.000000 Penalty: 3298.087646
	Iteration 17Q: 3 clusters Score -2993511 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -2994033.250000 Penalty: 3298.087646
	Iteration 18Q: 3 clusters Score -2994033 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -2994412.250000 Penalty: 3298.087646
	Iteration 19Q: 3 clusters Score -2994412 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -2994700.000000 Penalty: 3298.087646
	Iteration 20F: 3 clusters Score -2994700 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -2994862.250000 Penalty: 3298.087646
	Iteration 21Q: 3 clusters Score -2994862 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -2994949.750000 Penalty: 3298.087646
	Iteration 22Q: 3 clusters Score -2994950 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -2995021.000000 Penalty: 3298.087646
	Iteration 23Q: 3 clusters Score -2995021 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -2995067.500000 Penalty: 3298.087646
	Iteration 24Q: 3 clusters Score -2995068 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -2995102.000000 Penalty: 3298.087646
	Iteration 25Q: 3 clusters Score -2995102 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -2995128.500000 Penalty: 3298.087646
	Iteration 26Q: 3 clusters Score -2995128 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -2995154.500000 Penalty: 3298.087646
	Iteration 27Q: 3 clusters Score -2995154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -2995170.000000 Penalty: 3298.087646
	Iteration 28Q: 3 clusters Score -2995170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -2995177.000000 Penalty: 3298.087646
	Iteration 29Q: 3 clusters Score -2995177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -2995180.250000 Penalty: 3298.087646
	Iteration 30Q: 3 clusters Score -2995180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -2995184.500000 Penalty: 3298.087646
	Iteration 31Q: 3 clusters Score -2995184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -2995188.250000 Penalty: 3298.087646
	Iteration 32Q: 3 clusters Score -2995188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -2995191.250000 Penalty: 3298.087646
	Iteration 33Q: 3 clusters Score -2995191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -2995193.750000 Penalty: 3298.087646
	Iteration 34Q: 3 clusters Score -2995194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -2995195.250000 Penalty: 3298.087646
	Iteration 35Q: 3 clusters Score -2995195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -2995197.000000 Penalty: 3298.087646
	Iteration 36Q: 3 clusters Score -2995197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -2995198.750000 Penalty: 3298.087646
	Iteration 37Q: 3 clusters Score -2995199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
Score: -2995196.500000 Penalty: 3298.087646
	Iteration 38Q: 3 clusters Score -2995196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -2995198.000000 Penalty: 3298.087646
	Iteration 39Q: 3 clusters Score -2995198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -2995200.750000 Penalty: 3298.087646
	Iteration 40F: 3 clusters Score -2995201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
Score: -2995202.250000 Penalty: 3298.087646
	Iteration 41Q: 3 clusters Score -2995202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
Score: -2995202.250000 Penalty: 3298.087646
	Iteration 42F: 3 clusters Score -2995202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Entering Unmasked Estep 
Score: -121737.960938 Penalty: 1156.150024
	Iteration 0F: 2 clusters Score -121738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -120141.187500 Penalty: 2312.300049
	Iteration 0F: 3 clusters Score -120141.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -120492.757812 Penalty: 2312.300049
	Iteration 1F: 3 clusters Score -120492.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -120631.367188 Penalty: 2312.300049
	Iteration 2F: 3 clusters Score -120631.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -120712.140625 Penalty: 2312.300049
	Iteration 3F: 3 clusters Score -120712.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -120755.132812 Penalty: 2312.300049
	Iteration 4Q: 3 clusters Score -120755.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -120783.781250 Penalty: 2312.300049
	Iteration 5Q: 3 clusters Score -120783.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -120810.210938 Penalty: 2312.300049
	Iteration 6Q: 3 clusters Score -120810.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -120829.851562 Penalty: 2312.300049
	Iteration 7Q: 3 clusters Score -120829.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -120844.718750 Penalty: 2312.300049
	Iteration 8Q: 3 clusters Score -120844.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -120862.710938 Penalty: 2312.300049
	Iteration 9Q: 3 clusters Score -120862.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -120878.789062 Penalty: 2312.300049
	Iteration 10Q: 3 clusters Score -120878.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -120892.578125 Penalty: 2312.300049
	Iteration 11Q: 3 clusters Score -120892.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -120902.750000 Penalty: 2312.300049
	Iteration 12Q: 3 clusters Score -120902.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -120913.398438 Penalty: 2312.300049
	Iteration 13Q: 3 clusters Score -120913.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -120926.273438 Penalty: 2312.300049
	Iteration 14Q: 3 clusters Score -120926.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -120934.445312 Penalty: 2312.300049
	Iteration 15Q: 3 clusters Score -120934.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -120945.039062 Penalty: 2312.300049
	Iteration 16Q: 3 clusters Score -120945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -120955.343750 Penalty: 2312.300049
	Iteration 17Q: 3 clusters Score -120955.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -120963.328125 Penalty: 2312.300049
	Iteration 18Q: 3 clusters Score -120963.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -120967.578125 Penalty: 2312.300049
	Iteration 19Q: 3 clusters Score -120967.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -120971.382812 Penalty: 2312.300049
	Iteration 20F: 3 clusters Score -120971.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -120974.851562 Penalty: 2312.300049
	Iteration 21Q: 3 clusters Score -120974.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -120980.460938 Penalty: 2312.300049
	Iteration 22Q: 3 clusters Score -120980.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -120981.789062 Penalty: 2312.300049
	Iteration 23Q: 3 clusters Score -120981.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -120982.343750 Penalty: 2312.300049
	Iteration 24Q: 3 clusters Score -120982.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -120982.343750 Penalty: 2312.300049
	Iteration 25F: 3 clusters Score -120982.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (103967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103967 members 
Entering Unmasked Estep 
Score: -12369680.000000 Penalty: 1877.172119
	Iteration 0F: 2 clusters Score -1.236968e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52105 members 
Mstep: Class 2 contains 51862 members 
Entering Unmasked Estep 
Score: -12302560.000000 Penalty: 3754.344238
	Iteration 0F: 3 clusters Score -1.230256e+07 nChanged 49964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52793 members 
Mstep: Class 2 contains 51174 members 
Entering Unmasked Estep 
Score: -12331512.000000 Penalty: 3754.344238
	Iteration 1F: 3 clusters Score -1.233151e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53124 members 
Mstep: Class 2 contains 50843 members 
Entering Unmasked Estep 
Score: -12331998.000000 Penalty: 3754.344238
	Iteration 2Q: 3 clusters Score -1.2332e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53595 members 
Mstep: Class 2 contains 50372 members 
Entering Unmasked Estep 
Score: -12332477.000000 Penalty: 3754.344238
	Iteration 3Q: 3 clusters Score -1.233248e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54341 members 
Mstep: Class 2 contains 49626 members 
Entering Unmasked Estep 
Score: -12333042.000000 Penalty: 3754.344238
	Iteration 4Q: 3 clusters Score -1.233304e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55604 members 
Mstep: Class 2 contains 48363 members 
Entering Unmasked Estep 
Score: -12333910.000000 Penalty: 3754.344238
	Iteration 5Q: 3 clusters Score -1.233391e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57468 members 
Mstep: Class 2 contains 46499 members 
Entering Unmasked Estep 
Score: -12335155.000000 Penalty: 3754.344238
	Iteration 6Q: 3 clusters Score -1.233516e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60248 members 
Mstep: Class 2 contains 43719 members 
Entering Unmasked Estep 
Score: -12337088.000000 Penalty: 3754.344238
	Iteration 7Q: 3 clusters Score -1.233709e+07 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64007 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
Score: -12340211.000000 Penalty: 3754.344238
	Iteration 8Q: 3 clusters Score -1.234021e+07 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68569 members 
Mstep: Class 2 contains 35398 members 
Entering Unmasked Estep 
Score: -12344154.000000 Penalty: 3754.344238
	Iteration 9F: 3 clusters Score -1.234415e+07 nChanged 6050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73353 members 
Mstep: Class 2 contains 30614 members 
Entering Unmasked Estep 
Score: -12348642.000000 Penalty: 3754.344238
	Iteration 10F: 3 clusters Score -1.234864e+07 nChanged 5706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77661 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -12352808.000000 Penalty: 3754.344238
	Iteration 11F: 3 clusters Score -1.235281e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81196 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -12356261.000000 Penalty: 3754.344238
	Iteration 12Q: 3 clusters Score -1.235626e+07 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83950 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -12358671.000000 Penalty: 3754.344238
	Iteration 13Q: 3 clusters Score -1.235867e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86103 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -12360335.000000 Penalty: 3754.344238
	Iteration 14Q: 3 clusters Score -1.236034e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87898 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -12361626.000000 Penalty: 3754.344238
	Iteration 15Q: 3 clusters Score -1.236163e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89352 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -12362677.000000 Penalty: 3754.344238
	Iteration 16Q: 3 clusters Score -1.236268e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90530 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -12363698.000000 Penalty: 3754.344238
	Iteration 17Q: 3 clusters Score -1.23637e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91476 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -12364497.000000 Penalty: 3754.344238
	Iteration 18Q: 3 clusters Score -1.23645e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92214 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -12365120.000000 Penalty: 3754.344238
	Iteration 19Q: 3 clusters Score -1.236512e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92831 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -12365618.000000 Penalty: 3754.344238
	Iteration 20F: 3 clusters Score -1.236562e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93316 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -12365992.000000 Penalty: 3754.344238
	Iteration 21Q: 3 clusters Score -1.236599e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93691 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -12366293.000000 Penalty: 3754.344238
	Iteration 22Q: 3 clusters Score -1.236629e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93980 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -12366548.000000 Penalty: 3754.344238
	Iteration 23Q: 3 clusters Score -1.236655e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94188 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -12366774.000000 Penalty: 3754.344238
	Iteration 24Q: 3 clusters Score -1.236677e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94329 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -12366943.000000 Penalty: 3754.344238
	Iteration 25Q: 3 clusters Score -1.236694e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94433 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -12367127.000000 Penalty: 3754.344238
	Iteration 26Q: 3 clusters Score -1.236713e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94506 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -12367288.000000 Penalty: 3754.344238
	Iteration 27Q: 3 clusters Score -1.236729e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94538 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -12367508.000000 Penalty: 3754.344238
	Iteration 28Q: 3 clusters Score -1.236751e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94526 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -12367691.000000 Penalty: 3754.344238
	Iteration 29Q: 3 clusters Score -1.236769e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94480 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -12367821.000000 Penalty: 3754.344238
	Iteration 30Q: 3 clusters Score -1.236782e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94417 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -12367928.000000 Penalty: 3754.344238
	Iteration 31Q: 3 clusters Score -1.236793e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94308 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -12368035.000000 Penalty: 3754.344238
	Iteration 32Q: 3 clusters Score -1.236804e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94226 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -12368123.000000 Penalty: 3754.344238
	Iteration 33Q: 3 clusters Score -1.236812e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94201 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -12368173.000000 Penalty: 3754.344238
	Iteration 34Q: 3 clusters Score -1.236817e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94167 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -12368202.000000 Penalty: 3754.344238
	Iteration 35Q: 3 clusters Score -1.23682e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94156 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -12368204.000000 Penalty: 3754.344238
	Iteration 36Q: 3 clusters Score -1.23682e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94163 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -12368200.000000 Penalty: 3754.344238
	Iteration 37Q: 3 clusters Score -1.23682e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94171 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -12368213.000000 Penalty: 3754.344238
	Iteration 38Q: 3 clusters Score -1.236821e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94187 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -12368186.000000 Penalty: 3754.344238
	Iteration 39Q: 3 clusters Score -1.236819e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94204 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -12368305.000000 Penalty: 3754.344238
	Iteration 40F: 3 clusters Score -1.23683e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94104 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -12368347.000000 Penalty: 3754.344238
	Iteration 41Q: 3 clusters Score -1.236835e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94049 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -12368338.000000 Penalty: 3754.344238
	Iteration 42Q: 3 clusters Score -1.236834e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94028 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -12368359.000000 Penalty: 3754.344238
	Iteration 43Q: 3 clusters Score -1.236836e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94002 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -12368399.000000 Penalty: 3754.344238
	Iteration 44Q: 3 clusters Score -1.23684e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93989 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -12368419.000000 Penalty: 3754.344238
	Iteration 45Q: 3 clusters Score -1.236842e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93977 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -12368424.000000 Penalty: 3754.344238
	Iteration 46Q: 3 clusters Score -1.236842e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93965 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -12368446.000000 Penalty: 3754.344238
	Iteration 47Q: 3 clusters Score -1.236845e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93961 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -12368456.000000 Penalty: 3754.344238
	Iteration 48Q: 3 clusters Score -1.236846e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93943 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -12368450.000000 Penalty: 3754.344238
	Iteration 49Q: 3 clusters Score -1.236845e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93928 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -12368445.000000 Penalty: 3754.344238
	Iteration 50Q: 3 clusters Score -1.236844e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93916 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -12368452.000000 Penalty: 3754.344238
	Iteration 51Q: 3 clusters Score -1.236845e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93906 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -12368451.000000 Penalty: 3754.344238
	Iteration 52Q: 3 clusters Score -1.236845e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93897 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -12368442.000000 Penalty: 3754.344238
	Iteration 53Q: 3 clusters Score -1.236844e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93893 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -12368428.000000 Penalty: 3754.344238
	Iteration 54Q: 3 clusters Score -1.236843e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93896 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -12368439.000000 Penalty: 3754.344238
	Iteration 55Q: 3 clusters Score -1.236844e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93903 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -12368451.000000 Penalty: 3754.344238
	Iteration 56Q: 3 clusters Score -1.236845e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93902 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -12368446.000000 Penalty: 3754.344238
	Iteration 57Q: 3 clusters Score -1.236845e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93900 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -12368455.000000 Penalty: 3754.344238
	Iteration 58Q: 3 clusters Score -1.236846e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93905 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -12368444.000000 Penalty: 3754.344238
	Iteration 59Q: 3 clusters Score -1.236844e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93914 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -12368440.000000 Penalty: 3754.344238
	Iteration 60F: 3 clusters Score -1.236844e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93921 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -12368443.000000 Penalty: 3754.344238
	Iteration 61Q: 3 clusters Score -1.236844e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93927 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -12368433.000000 Penalty: 3754.344238
	Iteration 62Q: 3 clusters Score -1.236843e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93936 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -12368434.000000 Penalty: 3754.344238
	Iteration 63Q: 3 clusters Score -1.236843e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93944 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -12368421.000000 Penalty: 3754.344238
	Iteration 64Q: 3 clusters Score -1.236842e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93956 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -12368431.000000 Penalty: 3754.344238
	Iteration 65Q: 3 clusters Score -1.236843e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93970 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -12368425.000000 Penalty: 3754.344238
	Iteration 66Q: 3 clusters Score -1.236842e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93976 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -12368429.000000 Penalty: 3754.344238
	Iteration 67Q: 3 clusters Score -1.236843e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93980 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -12368422.000000 Penalty: 3754.344238
	Iteration 68Q: 3 clusters Score -1.236842e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93981 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -12368418.000000 Penalty: 3754.344238
	Iteration 69Q: 3 clusters Score -1.236842e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93977 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -12368422.000000 Penalty: 3754.344238
	Iteration 70Q: 3 clusters Score -1.236842e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93975 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -12368431.000000 Penalty: 3754.344238
	Iteration 71Q: 3 clusters Score -1.236843e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93978 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -12368442.000000 Penalty: 3754.344238
	Iteration 72Q: 3 clusters Score -1.236844e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93983 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -12368433.000000 Penalty: 3754.344238
	Iteration 73Q: 3 clusters Score -1.236843e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93984 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -12368424.000000 Penalty: 3754.344238
	Iteration 74Q: 3 clusters Score -1.236842e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93985 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -12368415.000000 Penalty: 3754.344238
	Iteration 75Q: 3 clusters Score -1.236842e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93991 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -12368425.000000 Penalty: 3754.344238
	Iteration 76Q: 3 clusters Score -1.236842e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93995 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -12368420.000000 Penalty: 3754.344238
	Iteration 77Q: 3 clusters Score -1.236842e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94002 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -12368436.000000 Penalty: 3754.344238
	Iteration 78Q: 3 clusters Score -1.236844e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94008 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -12368427.000000 Penalty: 3754.344238
	Iteration 79Q: 3 clusters Score -1.236843e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94016 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -12368423.000000 Penalty: 3754.344238
	Iteration 80F: 3 clusters Score -1.236842e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94022 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -12368425.000000 Penalty: 3754.344238
	Iteration 81Q: 3 clusters Score -1.236842e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94024 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -12368432.000000 Penalty: 3754.344238
	Iteration 82Q: 3 clusters Score -1.236843e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94026 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -12368433.000000 Penalty: 3754.344238
	Iteration 83Q: 3 clusters Score -1.236843e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94027 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -12368432.000000 Penalty: 3754.344238
	Iteration 84Q: 3 clusters Score -1.236843e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94030 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -12368444.000000 Penalty: 3754.344238
	Iteration 85Q: 3 clusters Score -1.236844e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94033 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -12368438.000000 Penalty: 3754.344238
	Iteration 86Q: 3 clusters Score -1.236844e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94037 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -12368447.000000 Penalty: 3754.344238
	Iteration 87Q: 3 clusters Score -1.236845e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94039 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -12368440.000000 Penalty: 3754.344238
	Iteration 88Q: 3 clusters Score -1.236844e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94040 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -12368446.000000 Penalty: 3754.344238
	Iteration 89Q: 3 clusters Score -1.236845e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94042 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -12368447.000000 Penalty: 3754.344238
	Iteration 90Q: 3 clusters Score -1.236845e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94047 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -12368458.000000 Penalty: 3754.344238
	Iteration 91Q: 3 clusters Score -1.236846e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94051 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -12368456.000000 Penalty: 3754.344238
	Iteration 92Q: 3 clusters Score -1.236846e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94056 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -12368453.000000 Penalty: 3754.344238
	Iteration 93Q: 3 clusters Score -1.236845e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94063 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -12368450.000000 Penalty: 3754.344238
	Iteration 94Q: 3 clusters Score -1.236845e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94072 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -12368446.000000 Penalty: 3754.344238
	Iteration 95Q: 3 clusters Score -1.236845e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94079 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -12368450.000000 Penalty: 3754.344238
	Iteration 96Q: 3 clusters Score -1.236845e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94091 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -12368448.000000 Penalty: 3754.344238
	Iteration 97Q: 3 clusters Score -1.236845e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94101 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -12368448.000000 Penalty: 3754.344238
	Iteration 98Q: 3 clusters Score -1.236845e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94109 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -12368457.000000 Penalty: 3754.344238
	Iteration 99Q: 3 clusters Score -1.236846e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94116 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -12368464.000000 Penalty: 3754.344238
	Iteration 100F: 3 clusters Score -1.236846e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94125 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -12368473.000000 Penalty: 3754.344238
	Iteration 101Q: 3 clusters Score -1.236847e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94131 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -12368469.000000 Penalty: 3754.344238
	Iteration 102Q: 3 clusters Score -1.236847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94135 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -12368460.000000 Penalty: 3754.344238
	Iteration 103Q: 3 clusters Score -1.236846e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94139 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -12368459.000000 Penalty: 3754.344238
	Iteration 104Q: 3 clusters Score -1.236846e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94141 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -12368463.000000 Penalty: 3754.344238
	Iteration 105Q: 3 clusters Score -1.236846e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94144 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -12368471.000000 Penalty: 3754.344238
	Iteration 106Q: 3 clusters Score -1.236847e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94147 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -12368468.000000 Penalty: 3754.344238
	Iteration 107Q: 3 clusters Score -1.236847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94151 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -12368470.000000 Penalty: 3754.344238
	Iteration 108Q: 3 clusters Score -1.236847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94155 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -12368470.000000 Penalty: 3754.344238
	Iteration 109Q: 3 clusters Score -1.236847e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94160 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -12368477.000000 Penalty: 3754.344238
	Iteration 110Q: 3 clusters Score -1.236848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94160 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -12368477.000000 Penalty: 3754.344238
	Iteration 111Q: 3 clusters Score -1.236848e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94161 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -12368473.000000 Penalty: 3754.344238
	Iteration 112Q: 3 clusters Score -1.236847e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94163 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -12368469.000000 Penalty: 3754.344238
	Iteration 113Q: 3 clusters Score -1.236847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94164 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -12368470.000000 Penalty: 3754.344238
	Iteration 114Q: 3 clusters Score -1.236847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94165 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -12368472.000000 Penalty: 3754.344238
	Iteration 115Q: 3 clusters Score -1.236847e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94168 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -12368469.000000 Penalty: 3754.344238
	Iteration 116Q: 3 clusters Score -1.236847e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94168 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -12368469.000000 Penalty: 3754.344238
	Iteration 117F: 3 clusters Score -1.236847e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Entering Unmasked Estep 
Score: -49210.429688 Penalty: 1012.772827
	Iteration 0F: 2 clusters Score -49210.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -48197.601562 Penalty: 2025.545654
	Iteration 0F: 3 clusters Score -48197.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -48406.445312 Penalty: 2025.545654
	Iteration 1F: 3 clusters Score -48406.45 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -48482.125000 Penalty: 2025.545654
	Iteration 2F: 3 clusters Score -48482.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -48544.984375 Penalty: 2025.545654
	Iteration 3Q: 3 clusters Score -48544.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -48600.394531 Penalty: 2025.545654
	Iteration 4Q: 3 clusters Score -48600.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -48693.984375 Penalty: 2025.545654
	Iteration 5Q: 3 clusters Score -48693.98 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -48825.464844 Penalty: 2025.545654
	Iteration 6F: 3 clusters Score -48825.46 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -48956.507812 Penalty: 2025.545654
	Iteration 7F: 3 clusters Score -48956.51 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -49200.550781 Penalty: 2025.545654
	Iteration 8F: 3 clusters Score -49200.55 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -49367.488281 Penalty: 2025.545654
	Iteration 9F: 3 clusters Score -49367.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -49457.121094 Penalty: 2025.545654
	Iteration 10Q: 3 clusters Score -49457.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -49538.910156 Penalty: 2025.545654
	Iteration 11Q: 3 clusters Score -49538.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -49571.847656 Penalty: 2025.545654
	Iteration 12Q: 3 clusters Score -49571.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -49576.773438 Penalty: 2025.545654
	Iteration 13Q: 3 clusters Score -49576.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -49576.773438 Penalty: 2025.545654
	Iteration 14F: 3 clusters Score -49576.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 197132 members 
Mstep: Class 3 contains 80390 members 
Mstep: Class 4 contains 8991 members 
Mstep: Class 5 contains 8901 members 
Mstep: Class 6 contains 35008 members 
Mstep: Class 7 contains 79781 members 
Mstep: Class 8 contains 14238 members 
Mstep: Class 9 contains 36759 members 
Mstep: Class 10 contains 9076 members 
Mstep: Class 11 contains 196 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8891 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19169 members 
Mstep: Class 16 contains 67977 members 
Mstep: Class 17 contains 114298 members 
Mstep: Class 18 contains 79397 members 
Mstep: Class 19 contains 3388 members 
Mstep: Class 20 contains 90875 members 
Mstep: Class 21 contains 33748 members 
Mstep: Class 22 contains 13627 members 
Mstep: Class 23 contains 9679 members 
Mstep: Class 24 contains 3643 members 
Mstep: Class 25 contains 790 members 
Mstep: Class 26 contains 147 members 
Mstep: Class 27 contains 577 members 
Mstep: Class 28 contains 90789 members 
Mstep: Class 29 contains 6105 members 
Mstep: Class 30 contains 45686 members 
Mstep: Class 31 contains 27001 members 
Mstep: Class 32 contains 6029 members 
Mstep: Class 33 contains 3316 members 
Mstep: Class 34 contains 392 members 
Mstep: Class 35 contains 46869 members 
Mstep: Class 36 contains 1425 members 
Mstep: Class 37 contains 25539 members 
Mstep: Class 38 contains 1230 members 
Mstep: Class 39 contains 103967 members 
Mstep: Class 40 contains 277 members 
Mstep: Class 41 contains 327 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 19369 members 
Mstep: Class 44 contains 84366 members 
Mstep: Class 45 contains 10432 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 34136 members 
Mstep: Class 49 contains 13544 members 
Mstep: Class 50 contains 495 members 
Mstep: Class 51 contains 1002 members 
Mstep: Class 52 contains 4667 members 
Mstep: Class 53 contains 92572 members 
Mstep: Class 54 contains 58654 members 
Mstep: Class 55 contains 7193 members 
Mstep: Class 56 contains 721 members 
Mstep: Class 57 contains 151 members 
Mstep: Class 58 contains 299 members 
Mstep: Class 59 contains 103193 members 
Mstep: Class 60 contains 232 members 
Entering Unmasked Estep 
Score: -194724224.000000 Penalty: 140005.218750
Splitting cluster 40 changes total score from -194708896.000000 to -194724224.000000
So it's getting split into cluster 60.
Entering ConstructFrom: 
Trying to split cluster 41 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -26379.292969 Penalty: 940.868591
	Iteration 0F: 2 clusters Score -26379.29 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 180 members 
Entering Unmasked Estep 
Score: -25570.617188 Penalty: 1881.737183
	Iteration 0F: 3 clusters Score -25570.62 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -25765.085938 Penalty: 1881.737183
	Iteration 1F: 3 clusters Score -25765.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -25849.798828 Penalty: 1881.737183
	Iteration 2F: 3 clusters Score -25849.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -25887.039062 Penalty: 1881.737183
	Iteration 3Q: 3 clusters Score -25887.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -25923.669922 Penalty: 1881.737183
	Iteration 4Q: 3 clusters Score -25923.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -25937.597656 Penalty: 1881.737183
	Iteration 5Q: 3 clusters Score -25937.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -25940.023438 Penalty: 1881.737183
	Iteration 6Q: 3 clusters Score -25940.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -25941.554688 Penalty: 1881.737183
	Iteration 7Q: 3 clusters Score -25941.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -25941.554688 Penalty: 1881.737183
	Iteration 8F: 3 clusters Score -25941.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -50726.398438 Penalty: 1011.812195
	Iteration 0F: 2 clusters Score -50726.4 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 248 members 
Entering Unmasked Estep 
Score: -49706.441406 Penalty: 2023.624390
	Iteration 0F: 3 clusters Score -49706.44 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -49859.042969 Penalty: 2023.624390
	Iteration 1F: 3 clusters Score -49859.04 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -49896.355469 Penalty: 2023.624390
	Iteration 2F: 3 clusters Score -49896.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -49922.402344 Penalty: 2023.624390
	Iteration 3Q: 3 clusters Score -49922.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -49932.367188 Penalty: 2023.624390
	Iteration 4Q: 3 clusters Score -49932.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -49939.289062 Penalty: 2023.624390
	Iteration 5Q: 3 clusters Score -49939.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -49945.945312 Penalty: 2023.624390
	Iteration 6Q: 3 clusters Score -49945.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -49947.414062 Penalty: 2023.624390
	Iteration 7Q: 3 clusters Score -49947.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -49954.445312 Penalty: 2023.624390
	Iteration 8Q: 3 clusters Score -49954.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -49974.089844 Penalty: 2023.624390
	Iteration 9Q: 3 clusters Score -49974.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -49983.218750 Penalty: 2023.624390
	Iteration 10Q: 3 clusters Score -49983.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -49989.707031 Penalty: 2023.624390
	Iteration 11Q: 3 clusters Score -49989.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -49992.304688 Penalty: 2023.624390
	Iteration 12Q: 3 clusters Score -49992.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -49993.160156 Penalty: 2023.624390
	Iteration 13Q: 3 clusters Score -49993.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -49994.230469 Penalty: 2023.624390
	Iteration 14Q: 3 clusters Score -49994.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -49994.230469 Penalty: 2023.624390
	Iteration 15F: 3 clusters Score -49994.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (19369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Entering Unmasked Estep 
Score: -2297367.000000 Penalty: 1604.107300
	Iteration 0F: 2 clusters Score -2297367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -2284071.250000 Penalty: 3208.214600
	Iteration 0F: 3 clusters Score -2284071 nChanged 8784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -2288824.500000 Penalty: 3208.214600
	Iteration 1F: 3 clusters Score -2288824 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -2289128.000000 Penalty: 3208.214600
	Iteration 2Q: 3 clusters Score -2289128 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -2289408.000000 Penalty: 3208.214600
	Iteration 3Q: 3 clusters Score -2289408 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -2289735.000000 Penalty: 3208.214600
	Iteration 4Q: 3 clusters Score -2289735 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -2290110.750000 Penalty: 3208.214600
	Iteration 5Q: 3 clusters Score -2290111 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -2290648.000000 Penalty: 3208.214600
	Iteration 6F: 3 clusters Score -2290648 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -2291426.250000 Penalty: 3208.214600
	Iteration 7F: 3 clusters Score -2291426 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -2292554.250000 Penalty: 3208.214600
	Iteration 8F: 3 clusters Score -2292554 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2293827.750000 Penalty: 3208.214600
	Iteration 9F: 3 clusters Score -2293828 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2294850.250000 Penalty: 3208.214600
	Iteration 10F: 3 clusters Score -2294850 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2295463.500000 Penalty: 3208.214600
	Iteration 11Q: 3 clusters Score -2295464 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2295722.750000 Penalty: 3208.214600
	Iteration 12Q: 3 clusters Score -2295723 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2295841.250000 Penalty: 3208.214600
	Iteration 13Q: 3 clusters Score -2295841 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -2295876.000000 Penalty: 3208.214600
	Iteration 14Q: 3 clusters Score -2295876 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -2295903.500000 Penalty: 3208.214600
	Iteration 15Q: 3 clusters Score -2295904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -2295922.000000 Penalty: 3208.214600
	Iteration 16Q: 3 clusters Score -2295922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -2295931.250000 Penalty: 3208.214600
	Iteration 17Q: 3 clusters Score -2295931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -2295937.250000 Penalty: 3208.214600
	Iteration 18Q: 3 clusters Score -2295937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -2295948.500000 Penalty: 3208.214600
	Iteration 19Q: 3 clusters Score -2295948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -2295955.000000 Penalty: 3208.214600
	Iteration 20F: 3 clusters Score -2295955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -2295960.750000 Penalty: 3208.214600
	Iteration 21Q: 3 clusters Score -2295961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -2295967.250000 Penalty: 3208.214600
	Iteration 22Q: 3 clusters Score -2295967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -2295973.500000 Penalty: 3208.214600
	Iteration 23Q: 3 clusters Score -2295974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -2295977.750000 Penalty: 3208.214600
	Iteration 24Q: 3 clusters Score -2295978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -2295983.250000 Penalty: 3208.214600
	Iteration 25Q: 3 clusters Score -2295983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -2295987.250000 Penalty: 3208.214600
	Iteration 26Q: 3 clusters Score -2295987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -2295990.000000 Penalty: 3208.214600
	Iteration 27Q: 3 clusters Score -2295990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -2295991.750000 Penalty: 3208.214600
	Iteration 28Q: 3 clusters Score -2295992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -2295994.250000 Penalty: 3208.214600
	Iteration 29Q: 3 clusters Score -2295994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -2295996.500000 Penalty: 3208.214600
	Iteration 30Q: 3 clusters Score -2295996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -2295996.250000 Penalty: 3208.214600
	Iteration 31Q: 3 clusters Score -2295996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -2295996.250000 Penalty: 3208.214600
	Iteration 32F: 3 clusters Score -2295996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (84366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84366 members 
Entering Unmasked Estep 
Score: -9998440.000000 Penalty: 1843.224365
	Iteration 0F: 2 clusters Score -9998440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42398 members 
Mstep: Class 2 contains 41968 members 
Entering Unmasked Estep 
Score: -9942112.000000 Penalty: 3686.448730
	Iteration 0F: 3 clusters Score -9942112 nChanged 40300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45802 members 
Mstep: Class 2 contains 38564 members 
Entering Unmasked Estep 
Score: -9965224.000000 Penalty: 3686.448730
	Iteration 1F: 3 clusters Score -9965224 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47633 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -9965919.000000 Penalty: 3686.448730
	Iteration 2Q: 3 clusters Score -9965919 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50275 members 
Mstep: Class 2 contains 34091 members 
Entering Unmasked Estep 
Score: -9967015.000000 Penalty: 3686.448730
	Iteration 3Q: 3 clusters Score -9967015 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54071 members 
Mstep: Class 2 contains 30295 members 
Entering Unmasked Estep 
Score: -9968979.000000 Penalty: 3686.448730
	Iteration 4F: 3 clusters Score -9968979 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59223 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -9972544.000000 Penalty: 3686.448730
	Iteration 5F: 3 clusters Score -9972544 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65474 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -9977709.000000 Penalty: 3686.448730
	Iteration 6F: 3 clusters Score -9977709 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71347 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -9983794.000000 Penalty: 3686.448730
	Iteration 7F: 3 clusters Score -9983794 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75622 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -9988707.000000 Penalty: 3686.448730
	Iteration 8F: 3 clusters Score -9988707 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78127 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -9991583.000000 Penalty: 3686.448730
	Iteration 9Q: 3 clusters Score -9991583 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79431 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -9993245.000000 Penalty: 3686.448730
	Iteration 10Q: 3 clusters Score -9993245 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80235 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -9994080.000000 Penalty: 3686.448730
	Iteration 11Q: 3 clusters Score -9994080 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80785 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -9994605.000000 Penalty: 3686.448730
	Iteration 12Q: 3 clusters Score -9994605 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81161 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -9995016.000000 Penalty: 3686.448730
	Iteration 13Q: 3 clusters Score -9995016 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81474 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -9995324.000000 Penalty: 3686.448730
	Iteration 14Q: 3 clusters Score -9995324 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81720 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -9995540.000000 Penalty: 3686.448730
	Iteration 15Q: 3 clusters Score -9995540 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81912 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -9995708.000000 Penalty: 3686.448730
	Iteration 16Q: 3 clusters Score -9995708 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82067 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -9995838.000000 Penalty: 3686.448730
	Iteration 17Q: 3 clusters Score -9995838 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82203 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -9995920.000000 Penalty: 3686.448730
	Iteration 18Q: 3 clusters Score -9995920 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82319 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -9996032.000000 Penalty: 3686.448730
	Iteration 19Q: 3 clusters Score -9996032 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82419 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -9996102.000000 Penalty: 3686.448730
	Iteration 20F: 3 clusters Score -9996102 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82508 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -9996142.000000 Penalty: 3686.448730
	Iteration 21Q: 3 clusters Score -9996142 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82595 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -9996237.000000 Penalty: 3686.448730
	Iteration 22Q: 3 clusters Score -9996237 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82675 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -9996306.000000 Penalty: 3686.448730
	Iteration 23Q: 3 clusters Score -9996306 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82755 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -9996362.000000 Penalty: 3686.448730
	Iteration 24Q: 3 clusters Score -9996362 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82811 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -9996415.000000 Penalty: 3686.448730
	Iteration 25Q: 3 clusters Score -9996415 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82856 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -9996432.000000 Penalty: 3686.448730
	Iteration 26Q: 3 clusters Score -9996432 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82901 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -9996478.000000 Penalty: 3686.448730
	Iteration 27Q: 3 clusters Score -9996478 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82946 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -9996512.000000 Penalty: 3686.448730
	Iteration 28Q: 3 clusters Score -9996512 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82980 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -9996524.000000 Penalty: 3686.448730
	Iteration 29Q: 3 clusters Score -9996524 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83026 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -9996554.000000 Penalty: 3686.448730
	Iteration 30Q: 3 clusters Score -9996554 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83064 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -9996569.000000 Penalty: 3686.448730
	Iteration 31Q: 3 clusters Score -9996569 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83100 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -9996584.000000 Penalty: 3686.448730
	Iteration 32Q: 3 clusters Score -9996584 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83123 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -9996590.000000 Penalty: 3686.448730
	Iteration 33Q: 3 clusters Score -9996590 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83145 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -9996588.000000 Penalty: 3686.448730
	Iteration 34Q: 3 clusters Score -9996588 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83171 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -9996619.000000 Penalty: 3686.448730
	Iteration 35Q: 3 clusters Score -9996619 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83189 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -9996652.000000 Penalty: 3686.448730
	Iteration 36Q: 3 clusters Score -9996652 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83198 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -9996661.000000 Penalty: 3686.448730
	Iteration 37Q: 3 clusters Score -9996661 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83216 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -9996657.000000 Penalty: 3686.448730
	Iteration 38Q: 3 clusters Score -9996657 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83235 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -9996677.000000 Penalty: 3686.448730
	Iteration 39Q: 3 clusters Score -9996677 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83246 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -9996698.000000 Penalty: 3686.448730
	Iteration 40F: 3 clusters Score -9996698 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83264 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -9996703.000000 Penalty: 3686.448730
	Iteration 41Q: 3 clusters Score -9996703 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83280 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -9996716.000000 Penalty: 3686.448730
	Iteration 42Q: 3 clusters Score -9996716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83295 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -9996725.000000 Penalty: 3686.448730
	Iteration 43Q: 3 clusters Score -9996725 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83310 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -9996739.000000 Penalty: 3686.448730
	Iteration 44Q: 3 clusters Score -9996739 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83324 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -9996742.000000 Penalty: 3686.448730
	Iteration 45Q: 3 clusters Score -9996742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83340 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -9996742.000000 Penalty: 3686.448730
	Iteration 46Q: 3 clusters Score -9996742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83350 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -9996761.000000 Penalty: 3686.448730
	Iteration 47Q: 3 clusters Score -9996761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83354 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -9996756.000000 Penalty: 3686.448730
	Iteration 48Q: 3 clusters Score -9996756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83363 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -9996768.000000 Penalty: 3686.448730
	Iteration 49Q: 3 clusters Score -9996768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83373 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -9996779.000000 Penalty: 3686.448730
	Iteration 50Q: 3 clusters Score -9996779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83379 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -9996788.000000 Penalty: 3686.448730
	Iteration 51Q: 3 clusters Score -9996788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83384 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -9996800.000000 Penalty: 3686.448730
	Iteration 52Q: 3 clusters Score -9996800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83388 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -9996806.000000 Penalty: 3686.448730
	Iteration 53Q: 3 clusters Score -9996806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83398 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -9996801.000000 Penalty: 3686.448730
	Iteration 54Q: 3 clusters Score -9996801 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83407 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -9996811.000000 Penalty: 3686.448730
	Iteration 55Q: 3 clusters Score -9996811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83415 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -9996820.000000 Penalty: 3686.448730
	Iteration 56Q: 3 clusters Score -9996820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83421 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -9996812.000000 Penalty: 3686.448730
	Iteration 57Q: 3 clusters Score -9996812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83426 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -9996824.000000 Penalty: 3686.448730
	Iteration 58Q: 3 clusters Score -9996824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83435 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -9996828.000000 Penalty: 3686.448730
	Iteration 59Q: 3 clusters Score -9996828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83442 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -9996833.000000 Penalty: 3686.448730
	Iteration 60F: 3 clusters Score -9996833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83451 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -9996842.000000 Penalty: 3686.448730
	Iteration 61Q: 3 clusters Score -9996842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83453 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -9996853.000000 Penalty: 3686.448730
	Iteration 62Q: 3 clusters Score -9996853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83453 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -9996853.000000 Penalty: 3686.448730
	Iteration 63F: 3 clusters Score -9996853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (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: -1246953.250000 Penalty: 1503.552856
	Iteration 0F: 2 clusters Score -1246953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1239476.625000 Penalty: 3007.105713
	Iteration 0F: 3 clusters Score -1239477 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1241885.375000 Penalty: 3007.105713
	Iteration 1F: 3 clusters Score -1241885 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1242068.750000 Penalty: 3007.105713
	Iteration 2F: 3 clusters Score -1242069 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1242199.750000 Penalty: 3007.105713
	Iteration 3Q: 3 clusters Score -1242200 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1242308.625000 Penalty: 3007.105713
	Iteration 4Q: 3 clusters Score -1242309 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1242385.625000 Penalty: 3007.105713
	Iteration 5Q: 3 clusters Score -1242386 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1242450.625000 Penalty: 3007.105713
	Iteration 6Q: 3 clusters Score -1242451 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1242522.750000 Penalty: 3007.105713
	Iteration 7Q: 3 clusters Score -1242523 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1242604.500000 Penalty: 3007.105713
	Iteration 8Q: 3 clusters Score -1242604 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1242695.375000 Penalty: 3007.105713
	Iteration 9Q: 3 clusters Score -1242695 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1242811.000000 Penalty: 3007.105713
	Iteration 10Q: 3 clusters Score -1242811 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1242939.625000 Penalty: 3007.105713
	Iteration 11Q: 3 clusters Score -1242940 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1243116.875000 Penalty: 3007.105713
	Iteration 12Q: 3 clusters Score -1243117 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1243366.000000 Penalty: 3007.105713
	Iteration 13Q: 3 clusters Score -1243366 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1243723.000000 Penalty: 3007.105713
	Iteration 14Q: 3 clusters Score -1243723 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1244188.375000 Penalty: 3007.105713
	Iteration 15F: 3 clusters Score -1244188 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1244620.625000 Penalty: 3007.105713
	Iteration 16F: 3 clusters Score -1244621 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1245002.125000 Penalty: 3007.105713
	Iteration 17Q: 3 clusters Score -1245002 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1245266.875000 Penalty: 3007.105713
	Iteration 18Q: 3 clusters Score -1245267 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1245415.250000 Penalty: 3007.105713
	Iteration 19Q: 3 clusters Score -1245415 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1245534.250000 Penalty: 3007.105713
	Iteration 20F: 3 clusters Score -1245534 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1245580.750000 Penalty: 3007.105713
	Iteration 21Q: 3 clusters Score -1245581 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1245607.375000 Penalty: 3007.105713
	Iteration 22Q: 3 clusters Score -1245607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1245616.125000 Penalty: 3007.105713
	Iteration 23Q: 3 clusters Score -1245616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1245628.000000 Penalty: 3007.105713
	Iteration 24Q: 3 clusters Score -1245628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1245636.500000 Penalty: 3007.105713
	Iteration 25Q: 3 clusters Score -1245636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1245641.000000 Penalty: 3007.105713
	Iteration 26Q: 3 clusters Score -1245641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1245643.625000 Penalty: 3007.105713
	Iteration 27Q: 3 clusters Score -1245644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1245646.750000 Penalty: 3007.105713
	Iteration 28Q: 3 clusters Score -1245647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1245648.500000 Penalty: 3007.105713
	Iteration 29Q: 3 clusters Score -1245648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1245653.125000 Penalty: 3007.105713
	Iteration 30Q: 3 clusters Score -1245653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1245656.250000 Penalty: 3007.105713
	Iteration 31Q: 3 clusters Score -1245656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1245658.000000 Penalty: 3007.105713
	Iteration 32Q: 3 clusters Score -1245658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1245659.875000 Penalty: 3007.105713
	Iteration 33Q: 3 clusters Score -1245660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1245659.875000 Penalty: 3007.105713
	Iteration 34F: 3 clusters Score -1245660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -35429.414062 Penalty: 999.819092
	Iteration 0F: 2 clusters Score -35429.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -34479.722656 Penalty: 1999.638184
	Iteration 0F: 3 clusters Score -34479.72 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -34738.496094 Penalty: 1999.638184
	Iteration 1F: 3 clusters Score -34738.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -34838.542969 Penalty: 1999.638184
	Iteration 2F: 3 clusters Score -34838.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -34943.777344 Penalty: 1999.638184
	Iteration 3Q: 3 clusters Score -34943.78 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -35028.531250 Penalty: 1999.638184
	Iteration 4F: 3 clusters Score -35028.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -35076.644531 Penalty: 1999.638184
	Iteration 5Q: 3 clusters Score -35076.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -35117.378906 Penalty: 1999.638184
	Iteration 6Q: 3 clusters Score -35117.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -35142.519531 Penalty: 1999.638184
	Iteration 7Q: 3 clusters Score -35142.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -35157.996094 Penalty: 1999.638184
	Iteration 8Q: 3 clusters Score -35158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -35162.593750 Penalty: 1999.638184
	Iteration 9Q: 3 clusters Score -35162.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -35164.773438 Penalty: 1999.638184
	Iteration 10Q: 3 clusters Score -35164.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -35175.750000 Penalty: 1999.638184
	Iteration 11Q: 3 clusters Score -35175.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -35186.207031 Penalty: 1999.638184
	Iteration 12Q: 3 clusters Score -35186.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -35189.828125 Penalty: 1999.638184
	Iteration 13Q: 3 clusters Score -35189.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -35195.394531 Penalty: 1999.638184
	Iteration 14Q: 3 clusters Score -35195.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -35196.097656 Penalty: 1999.638184
	Iteration 15F: 3 clusters Score -35196.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -35222.839844 Penalty: 1999.638184
	Iteration 16Q: 3 clusters Score -35222.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -35266.882812 Penalty: 1999.638184
	Iteration 17Q: 3 clusters Score -35266.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -35303.140625 Penalty: 1999.638184
	Iteration 18Q: 3 clusters Score -35303.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -35345.226562 Penalty: 1999.638184
	Iteration 19Q: 3 clusters Score -35345.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -35378.082031 Penalty: 1999.638184
	Iteration 20F: 3 clusters Score -35378.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -35389.808594 Penalty: 1999.638184
	Iteration 21Q: 3 clusters Score -35389.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -35398.957031 Penalty: 1999.638184
	Iteration 22Q: 3 clusters Score -35398.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -35404.867188 Penalty: 1999.638184
	Iteration 23Q: 3 clusters Score -35404.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -35404.867188 Penalty: 1999.638184
	Iteration 24F: 3 clusters Score -35404.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Entering Unmasked Estep 
Score: -13124.364258 Penalty: 843.855530
	Iteration 0F: 2 clusters Score -13124.36 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 84 members 
Entering Unmasked Estep 
Score: -12497.935547 Penalty: 1687.711060
	Iteration 0F: 3 clusters Score -12497.94 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12601.090820 Penalty: 1687.711060
	Iteration 1F: 3 clusters Score -12601.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -12650.443359 Penalty: 1687.711060
	Iteration 2Q: 3 clusters Score -12650.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12674.294922 Penalty: 1687.711060
	Iteration 3Q: 3 clusters Score -12674.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12685.485352 Penalty: 1687.711060
	Iteration 4Q: 3 clusters Score -12685.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12691.428711 Penalty: 1687.711060
	Iteration 5Q: 3 clusters Score -12691.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12696.652344 Penalty: 1687.711060
	Iteration 6Q: 3 clusters Score -12696.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -12709.458984 Penalty: 1687.711060
	Iteration 7Q: 3 clusters Score -12709.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12711.403320 Penalty: 1687.711060
	Iteration 8Q: 3 clusters Score -12711.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -12715.784180 Penalty: 1687.711060
	Iteration 9Q: 3 clusters Score -12715.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12723.044922 Penalty: 1687.711060
	Iteration 10Q: 3 clusters Score -12723.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -12723.673828 Penalty: 1687.711060
	Iteration 11Q: 3 clusters Score -12723.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -12723.673828 Penalty: 1687.711060
	Iteration 12F: 3 clusters Score -12723.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (34136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Entering Unmasked Estep 
Score: -4101882.000000 Penalty: 1696.192505
	Iteration 0F: 2 clusters Score -4101882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -4079077.750000 Penalty: 3392.385010
	Iteration 0F: 3 clusters Score -4079078 nChanged 15709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -4087592.750000 Penalty: 3392.385010
	Iteration 1F: 3 clusters Score -4087593 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -4087880.500000 Penalty: 3392.385010
	Iteration 2Q: 3 clusters Score -4087880 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -4088132.750000 Penalty: 3392.385010
	Iteration 3Q: 3 clusters Score -4088133 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -4088409.250000 Penalty: 3392.385010
	Iteration 4Q: 3 clusters Score -4088409 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -4088741.500000 Penalty: 3392.385010
	Iteration 5Q: 3 clusters Score -4088742 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -4089217.750000 Penalty: 3392.385010
	Iteration 6Q: 3 clusters Score -4089218 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -4090029.750000 Penalty: 3392.385010
	Iteration 7Q: 3 clusters Score -4090030 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -4091389.000000 Penalty: 3392.385010
	Iteration 8F: 3 clusters Score -4091389 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -4093423.250000 Penalty: 3392.385010
	Iteration 9F: 3 clusters Score -4093423 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -4095916.750000 Penalty: 3392.385010
	Iteration 10F: 3 clusters Score -4095917 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31651 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -4098123.250000 Penalty: 3392.385010
	Iteration 11F: 3 clusters Score -4098123 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33014 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -4099439.750000 Penalty: 3392.385010
	Iteration 12Q: 3 clusters Score -4099440 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -4099987.750000 Penalty: 3392.385010
	Iteration 13Q: 3 clusters Score -4099988 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33847 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4100231.500000 Penalty: 3392.385010
	Iteration 14Q: 3 clusters Score -4100232 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33918 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4100319.750000 Penalty: 3392.385010
	Iteration 15Q: 3 clusters Score -4100320 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33944 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -4100346.750000 Penalty: 3392.385010
	Iteration 16Q: 3 clusters Score -4100347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33957 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -4100365.500000 Penalty: 3392.385010
	Iteration 17Q: 3 clusters Score -4100366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33961 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -4100372.250000 Penalty: 3392.385010
	Iteration 18Q: 3 clusters Score -4100372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -4100392.250000 Penalty: 3392.385010
	Iteration 19Q: 3 clusters Score -4100392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33968 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -4100400.250000 Penalty: 3392.385010
	Iteration 20F: 3 clusters Score -4100400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33969 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -4100404.750000 Penalty: 3392.385010
	Iteration 21Q: 3 clusters Score -4100405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33970 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -4100406.750000 Penalty: 3392.385010
	Iteration 22Q: 3 clusters Score -4100407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33969 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -4100412.000000 Penalty: 3392.385010
	Iteration 23Q: 3 clusters Score -4100412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33973 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -4100421.000000 Penalty: 3392.385010
	Iteration 24Q: 3 clusters Score -4100421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33976 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -4100423.250000 Penalty: 3392.385010
	Iteration 25Q: 3 clusters Score -4100423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33979 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -4100428.000000 Penalty: 3392.385010
	Iteration 26Q: 3 clusters Score -4100428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33980 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -4100427.000000 Penalty: 3392.385010
	Iteration 27Q: 3 clusters Score -4100427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33981 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -4100428.750000 Penalty: 3392.385010
	Iteration 28Q: 3 clusters Score -4100429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33982 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -4100433.500000 Penalty: 3392.385010
	Iteration 29Q: 3 clusters Score -4100434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33982 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -4100433.500000 Penalty: 3392.385010
	Iteration 30F: 3 clusters Score -4100434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (13544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Entering Unmasked Estep 
Score: -1522805.125000 Penalty: 1545.976074
	Iteration 0F: 2 clusters Score -1522805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1513486.625000 Penalty: 3091.952148
	Iteration 0F: 3 clusters Score -1513487 nChanged 5989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1517369.000000 Penalty: 3091.952148
	Iteration 1F: 3 clusters Score -1517369 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1518308.500000 Penalty: 3091.952148
	Iteration 2F: 3 clusters Score -1518308 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1519329.250000 Penalty: 3091.952148
	Iteration 3F: 3 clusters Score -1519329 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1520108.875000 Penalty: 3091.952148
	Iteration 4F: 3 clusters Score -1520109 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1520641.875000 Penalty: 3091.952148
	Iteration 5F: 3 clusters Score -1520642 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1521000.250000 Penalty: 3091.952148
	Iteration 6Q: 3 clusters Score -1521000 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1521304.250000 Penalty: 3091.952148
	Iteration 7Q: 3 clusters Score -1521304 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1521592.000000 Penalty: 3091.952148
	Iteration 8Q: 3 clusters Score -1521592 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1521716.000000 Penalty: 3091.952148
	Iteration 9Q: 3 clusters Score -1521716 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1521761.625000 Penalty: 3091.952148
	Iteration 10Q: 3 clusters Score -1521762 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1521801.500000 Penalty: 3091.952148
	Iteration 11Q: 3 clusters Score -1521802 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1521830.375000 Penalty: 3091.952148
	Iteration 12Q: 3 clusters Score -1521830 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1521853.000000 Penalty: 3091.952148
	Iteration 13Q: 3 clusters Score -1521853 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1521880.250000 Penalty: 3091.952148
	Iteration 14Q: 3 clusters Score -1521880 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1521905.500000 Penalty: 3091.952148
	Iteration 15Q: 3 clusters Score -1521906 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1521920.750000 Penalty: 3091.952148
	Iteration 16Q: 3 clusters Score -1521921 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1521932.750000 Penalty: 3091.952148
	Iteration 17Q: 3 clusters Score -1521933 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1521938.625000 Penalty: 3091.952148
	Iteration 18Q: 3 clusters Score -1521939 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1521941.750000 Penalty: 3091.952148
	Iteration 19Q: 3 clusters Score -1521942 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1521947.500000 Penalty: 3091.952148
	Iteration 20F: 3 clusters Score -1521948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1521955.750000 Penalty: 3091.952148
	Iteration 21Q: 3 clusters Score -1521956 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1521962.125000 Penalty: 3091.952148
	Iteration 22Q: 3 clusters Score -1521962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1521963.500000 Penalty: 3091.952148
	Iteration 23Q: 3 clusters Score -1521964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1521963.625000 Penalty: 3091.952148
	Iteration 24Q: 3 clusters Score -1521964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1521967.000000 Penalty: 3091.952148
	Iteration 25Q: 3 clusters Score -1521967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1521966.500000 Penalty: 3091.952148
	Iteration 26Q: 3 clusters Score -1521966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1521971.875000 Penalty: 3091.952148
	Iteration 27Q: 3 clusters Score -1521972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1521973.250000 Penalty: 3091.952148
	Iteration 28Q: 3 clusters Score -1521973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1521976.875000 Penalty: 3091.952148
	Iteration 29Q: 3 clusters Score -1521977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1521979.000000 Penalty: 3091.952148
	Iteration 30Q: 3 clusters Score -1521979 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1521980.375000 Penalty: 3091.952148
	Iteration 31Q: 3 clusters Score -1521980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1521978.875000 Penalty: 3091.952148
	Iteration 32Q: 3 clusters Score -1521979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1521980.500000 Penalty: 3091.952148
	Iteration 33Q: 3 clusters Score -1521980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1521977.750000 Penalty: 3091.952148
	Iteration 34Q: 3 clusters Score -1521978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1521977.000000 Penalty: 3091.952148
	Iteration 35Q: 3 clusters Score -1521977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1521977.875000 Penalty: 3091.952148
	Iteration 36Q: 3 clusters Score -1521978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1521977.500000 Penalty: 3091.952148
	Iteration 37Q: 3 clusters Score -1521978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1521980.750000 Penalty: 3091.952148
	Iteration 38Q: 3 clusters Score -1521981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1521983.000000 Penalty: 3091.952148
	Iteration 39Q: 3 clusters Score -1521983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1521979.500000 Penalty: 3091.952148
	Iteration 40F: 3 clusters Score -1521980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1521980.750000 Penalty: 3091.952148
	Iteration 41Q: 3 clusters Score -1521981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1521980.875000 Penalty: 3091.952148
	Iteration 42Q: 3 clusters Score -1521981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1521980.500000 Penalty: 3091.952148
	Iteration 43Q: 3 clusters Score -1521980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1521980.125000 Penalty: 3091.952148
	Iteration 44Q: 3 clusters Score -1521980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1521980.125000 Penalty: 3091.952148
	Iteration 45Q: 3 clusters Score -1521980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1521980.250000 Penalty: 3091.952148
	Iteration 46Q: 3 clusters Score -1521980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1521981.500000 Penalty: 3091.952148
	Iteration 47Q: 3 clusters Score -1521982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1521980.125000 Penalty: 3091.952148
	Iteration 48Q: 3 clusters Score -1521980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1521982.250000 Penalty: 3091.952148
	Iteration 49Q: 3 clusters Score -1521982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1521982.875000 Penalty: 3091.952148
	Iteration 50Q: 3 clusters Score -1521983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1521983.375000 Penalty: 3091.952148
	Iteration 51Q: 3 clusters Score -1521983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1521981.500000 Penalty: 3091.952148
	Iteration 52Q: 3 clusters Score -1521982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1521980.750000 Penalty: 3091.952148
	Iteration 53Q: 3 clusters Score -1521981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1521980.250000 Penalty: 3091.952148
	Iteration 54Q: 3 clusters Score -1521980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1521983.625000 Penalty: 3091.952148
	Iteration 55Q: 3 clusters Score -1521984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1521983.875000 Penalty: 3091.952148
	Iteration 56Q: 3 clusters Score -1521984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1521985.625000 Penalty: 3091.952148
	Iteration 57Q: 3 clusters Score -1521986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1521985.625000 Penalty: 3091.952148
	Iteration 58F: 3 clusters Score -1521986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -43094.152344 Penalty: 1008.240662
	Iteration 0F: 2 clusters Score -43094.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -42047.386719 Penalty: 2016.481323
	Iteration 0F: 3 clusters Score -42047.39 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -42277.355469 Penalty: 2016.481323
	Iteration 1F: 3 clusters Score -42277.36 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -42344.195312 Penalty: 2016.481323
	Iteration 2F: 3 clusters Score -42344.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -42398.519531 Penalty: 2016.481323
	Iteration 3Q: 3 clusters Score -42398.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -42427.890625 Penalty: 2016.481323
	Iteration 4Q: 3 clusters Score -42427.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -42441.894531 Penalty: 2016.481323
	Iteration 5Q: 3 clusters Score -42441.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -42465.023438 Penalty: 2016.481323
	Iteration 6Q: 3 clusters Score -42465.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -42489.546875 Penalty: 2016.481323
	Iteration 7Q: 3 clusters Score -42489.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -42497.785156 Penalty: 2016.481323
	Iteration 8Q: 3 clusters Score -42497.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -42501.367188 Penalty: 2016.481323
	Iteration 9Q: 3 clusters Score -42501.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -42507.062500 Penalty: 2016.481323
	Iteration 10Q: 3 clusters Score -42507.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -42507.062500 Penalty: 2016.481323
	Iteration 11F: 3 clusters Score -42507.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Entering Unmasked Estep 
Score: -106708.156250 Penalty: 1122.834961
	Iteration 0F: 2 clusters Score -106708.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -105252.640625 Penalty: 2245.669922
	Iteration 0F: 3 clusters Score -105252.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -105543.328125 Penalty: 2245.669922
	Iteration 1F: 3 clusters Score -105543.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -105653.687500 Penalty: 2245.669922
	Iteration 2F: 3 clusters Score -105653.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -105705.390625 Penalty: 2245.669922
	Iteration 3Q: 3 clusters Score -105705.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -105731.851562 Penalty: 2245.669922
	Iteration 4Q: 3 clusters Score -105731.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -105758.914062 Penalty: 2245.669922
	Iteration 5Q: 3 clusters Score -105758.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -105783.062500 Penalty: 2245.669922
	Iteration 6Q: 3 clusters Score -105783.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -105813.031250 Penalty: 2245.669922
	Iteration 7Q: 3 clusters Score -105813 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -105833.726562 Penalty: 2245.669922
	Iteration 8Q: 3 clusters Score -105833.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -105851.796875 Penalty: 2245.669922
	Iteration 9Q: 3 clusters Score -105851.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -105873.437500 Penalty: 2245.669922
	Iteration 10Q: 3 clusters Score -105873.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -105877.796875 Penalty: 2245.669922
	Iteration 11Q: 3 clusters Score -105877.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -105881.460938 Penalty: 2245.669922
	Iteration 12Q: 3 clusters Score -105881.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -105884.476562 Penalty: 2245.669922
	Iteration 13Q: 3 clusters Score -105884.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -105884.476562 Penalty: 2245.669922
	Iteration 14F: 3 clusters Score -105884.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (4667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Entering Unmasked Estep 
Score: -550510.625000 Penalty: 1372.844116
	Iteration 0F: 2 clusters Score -550510.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -546728.000000 Penalty: 2745.688232
	Iteration 0F: 3 clusters Score -546728 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -547705.750000 Penalty: 2745.688232
	Iteration 1F: 3 clusters Score -547705.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -547883.562500 Penalty: 2745.688232
	Iteration 2F: 3 clusters Score -547883.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -548056.437500 Penalty: 2745.688232
	Iteration 3F: 3 clusters Score -548056.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -548229.312500 Penalty: 2745.688232
	Iteration 4F: 3 clusters Score -548229.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -548365.562500 Penalty: 2745.688232
	Iteration 5Q: 3 clusters Score -548365.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -548499.875000 Penalty: 2745.688232
	Iteration 6Q: 3 clusters Score -548499.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -548627.562500 Penalty: 2745.688232
	Iteration 7Q: 3 clusters Score -548627.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -548783.875000 Penalty: 2745.688232
	Iteration 8Q: 3 clusters Score -548783.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -548946.687500 Penalty: 2745.688232
	Iteration 9Q: 3 clusters Score -548946.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -549094.812500 Penalty: 2745.688232
	Iteration 10Q: 3 clusters Score -549094.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -549235.437500 Penalty: 2745.688232
	Iteration 11Q: 3 clusters Score -549235.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -549323.937500 Penalty: 2745.688232
	Iteration 12Q: 3 clusters Score -549323.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -549379.375000 Penalty: 2745.688232
	Iteration 13Q: 3 clusters Score -549379.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -549415.312500 Penalty: 2745.688232
	Iteration 14Q: 3 clusters Score -549415.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -549443.687500 Penalty: 2745.688232
	Iteration 15Q: 3 clusters Score -549443.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -549470.312500 Penalty: 2745.688232
	Iteration 16Q: 3 clusters Score -549470.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -549495.187500 Penalty: 2745.688232
	Iteration 17Q: 3 clusters Score -549495.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -549514.812500 Penalty: 2745.688232
	Iteration 18Q: 3 clusters Score -549514.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -549532.687500 Penalty: 2745.688232
	Iteration 19Q: 3 clusters Score -549532.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -549553.812500 Penalty: 2745.688232
	Iteration 20F: 3 clusters Score -549553.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -549568.937500 Penalty: 2745.688232
	Iteration 21Q: 3 clusters Score -549568.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -549589.187500 Penalty: 2745.688232
	Iteration 22Q: 3 clusters Score -549589.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -549601.187500 Penalty: 2745.688232
	Iteration 23Q: 3 clusters Score -549601.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -549610.750000 Penalty: 2745.688232
	Iteration 24Q: 3 clusters Score -549610.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -549617.937500 Penalty: 2745.688232
	Iteration 25Q: 3 clusters Score -549617.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -549628.000000 Penalty: 2745.688232
	Iteration 26Q: 3 clusters Score -549628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -549633.562500 Penalty: 2745.688232
	Iteration 27Q: 3 clusters Score -549633.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -549636.875000 Penalty: 2745.688232
	Iteration 28Q: 3 clusters Score -549636.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -549642.500000 Penalty: 2745.688232
	Iteration 29Q: 3 clusters Score -549642.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -549646.687500 Penalty: 2745.688232
	Iteration 30Q: 3 clusters Score -549646.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -549650.125000 Penalty: 2745.688232
	Iteration 31Q: 3 clusters Score -549650.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -549652.750000 Penalty: 2745.688232
	Iteration 32Q: 3 clusters Score -549652.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -549653.562500 Penalty: 2745.688232
	Iteration 33Q: 3 clusters Score -549653.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -549655.250000 Penalty: 2745.688232
	Iteration 34Q: 3 clusters Score -549655.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -549657.125000 Penalty: 2745.688232
	Iteration 35Q: 3 clusters Score -549657.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -549657.750000 Penalty: 2745.688232
	Iteration 36Q: 3 clusters Score -549657.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -549660.187500 Penalty: 2745.688232
	Iteration 37Q: 3 clusters Score -549660.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -549661.312500 Penalty: 2745.688232
	Iteration 38Q: 3 clusters Score -549661.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -549660.875000 Penalty: 2745.688232
	Iteration 39Q: 3 clusters Score -549660.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -549660.875000 Penalty: 2745.688232
	Iteration 40F: 3 clusters Score -549660.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (92572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92572 members 
Entering Unmasked Estep 
Score: -10930103.000000 Penalty: 1858.308105
	Iteration 0F: 2 clusters Score -1.09301e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46221 members 
Mstep: Class 2 contains 46351 members 
Entering Unmasked Estep 
Score: -10868579.000000 Penalty: 3716.616211
	Iteration 0F: 3 clusters Score -1.086858e+07 nChanged 44064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45961 members 
Mstep: Class 2 contains 46611 members 
Entering Unmasked Estep 
Score: -10893711.000000 Penalty: 3716.616211
	Iteration 1F: 3 clusters Score -1.089371e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46128 members 
Mstep: Class 2 contains 46444 members 
Entering Unmasked Estep 
Score: -10894151.000000 Penalty: 3716.616211
	Iteration 2Q: 3 clusters Score -1.089415e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46400 members 
Mstep: Class 2 contains 46172 members 
Entering Unmasked Estep 
Score: -10894771.000000 Penalty: 3716.616211
	Iteration 3Q: 3 clusters Score -1.089477e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46815 members 
Mstep: Class 2 contains 45757 members 
Entering Unmasked Estep 
Score: -10895496.000000 Penalty: 3716.616211
	Iteration 4Q: 3 clusters Score -1.08955e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47440 members 
Mstep: Class 2 contains 45132 members 
Entering Unmasked Estep 
Score: -10896308.000000 Penalty: 3716.616211
	Iteration 5Q: 3 clusters Score -1.089631e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48428 members 
Mstep: Class 2 contains 44144 members 
Entering Unmasked Estep 
Score: -10897682.000000 Penalty: 3716.616211
	Iteration 6Q: 3 clusters Score -1.089768e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49810 members 
Mstep: Class 2 contains 42762 members 
Entering Unmasked Estep 
Score: -10899982.000000 Penalty: 3716.616211
	Iteration 7Q: 3 clusters Score -1.089998e+07 nChanged 5301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51551 members 
Mstep: Class 2 contains 41021 members 
Entering Unmasked Estep 
Score: -10903822.000000 Penalty: 3716.616211
	Iteration 8F: 3 clusters Score -1.090382e+07 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53364 members 
Mstep: Class 2 contains 39208 members 
Entering Unmasked Estep 
Score: -10908080.000000 Penalty: 3716.616211
	Iteration 9F: 3 clusters Score -1.090808e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54938 members 
Mstep: Class 2 contains 37634 members 
Entering Unmasked Estep 
Score: -10910841.000000 Penalty: 3716.616211
	Iteration 10F: 3 clusters Score -1.091084e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56415 members 
Mstep: Class 2 contains 36157 members 
Entering Unmasked Estep 
Score: -10911856.000000 Penalty: 3716.616211
	Iteration 11Q: 3 clusters Score -1.091186e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57903 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -10912270.000000 Penalty: 3716.616211
	Iteration 12Q: 3 clusters Score -1.091227e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59521 members 
Mstep: Class 2 contains 33051 members 
Entering Unmasked Estep 
Score: -10912586.000000 Penalty: 3716.616211
	Iteration 13Q: 3 clusters Score -1.091259e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61171 members 
Mstep: Class 2 contains 31401 members 
Entering Unmasked Estep 
Score: -10912800.000000 Penalty: 3716.616211
	Iteration 14Q: 3 clusters Score -1.09128e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62937 members 
Mstep: Class 2 contains 29635 members 
Entering Unmasked Estep 
Score: -10913184.000000 Penalty: 3716.616211
	Iteration 15Q: 3 clusters Score -1.091318e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64888 members 
Mstep: Class 2 contains 27684 members 
Entering Unmasked Estep 
Score: -10913607.000000 Penalty: 3716.616211
	Iteration 16Q: 3 clusters Score -1.091361e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66983 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
Score: -10914250.000000 Penalty: 3716.616211
	Iteration 17Q: 3 clusters Score -1.091425e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69158 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -10914946.000000 Penalty: 3716.616211
	Iteration 18Q: 3 clusters Score -1.091495e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71417 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -10915720.000000 Penalty: 3716.616211
	Iteration 19Q: 3 clusters Score -1.091572e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73674 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -10916566.000000 Penalty: 3716.616211
	Iteration 20F: 3 clusters Score -1.091657e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75958 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -10917632.000000 Penalty: 3716.616211
	Iteration 21Q: 3 clusters Score -1.091763e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78219 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -10918670.000000 Penalty: 3716.616211
	Iteration 22Q: 3 clusters Score -1.091867e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80531 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -10919744.000000 Penalty: 3716.616211
	Iteration 23Q: 3 clusters Score -1.091974e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82688 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -10921031.000000 Penalty: 3716.616211
	Iteration 24Q: 3 clusters Score -1.092103e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84705 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -10922412.000000 Penalty: 3716.616211
	Iteration 25Q: 3 clusters Score -1.092241e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86474 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -10923698.000000 Penalty: 3716.616211
	Iteration 26Q: 3 clusters Score -1.09237e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88088 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -10924893.000000 Penalty: 3716.616211
	Iteration 27Q: 3 clusters Score -1.092489e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89392 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -10925857.000000 Penalty: 3716.616211
	Iteration 28Q: 3 clusters Score -1.092586e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90435 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -10926725.000000 Penalty: 3716.616211
	Iteration 29Q: 3 clusters Score -1.092672e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91251 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -10927435.000000 Penalty: 3716.616211
	Iteration 30Q: 3 clusters Score -1.092744e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91795 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -10927870.000000 Penalty: 3716.616211
	Iteration 31Q: 3 clusters Score -1.092787e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92085 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -10928145.000000 Penalty: 3716.616211
	Iteration 32Q: 3 clusters Score -1.092814e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92224 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -10928300.000000 Penalty: 3716.616211
	Iteration 33Q: 3 clusters Score -1.09283e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92291 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -10928362.000000 Penalty: 3716.616211
	Iteration 34Q: 3 clusters Score -1.092836e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92328 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -10928410.000000 Penalty: 3716.616211
	Iteration 35Q: 3 clusters Score -1.092841e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92351 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -10928440.000000 Penalty: 3716.616211
	Iteration 36Q: 3 clusters Score -1.092844e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92367 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -10928463.000000 Penalty: 3716.616211
	Iteration 37Q: 3 clusters Score -1.092846e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92376 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -10928473.000000 Penalty: 3716.616211
	Iteration 38Q: 3 clusters Score -1.092847e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92379 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -10928469.000000 Penalty: 3716.616211
	Iteration 39Q: 3 clusters Score -1.092847e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92384 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -10928473.000000 Penalty: 3716.616211
	Iteration 40F: 3 clusters Score -1.092847e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (58654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58654 members 
Entering Unmasked Estep 
Score: -6877429.500000 Penalty: 1784.154297
	Iteration 0F: 2 clusters Score -6877430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29055 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
Score: -6838464.000000 Penalty: 3568.308594
	Iteration 0F: 3 clusters Score -6838464 nChanged 27623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -6854359.500000 Penalty: 3568.308594
	Iteration 1F: 3 clusters Score -6854360 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 34149 members 
Entering Unmasked Estep 
Score: -6855315.500000 Penalty: 3568.308594
	Iteration 2Q: 3 clusters Score -6855316 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 36648 members 
Entering Unmasked Estep 
Score: -6856685.000000 Penalty: 3568.308594
	Iteration 3F: 3 clusters Score -6856685 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 40024 members 
Entering Unmasked Estep 
Score: -6859026.500000 Penalty: 3568.308594
	Iteration 4F: 3 clusters Score -6859026 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 44193 members 
Entering Unmasked Estep 
Score: -6862528.000000 Penalty: 3568.308594
	Iteration 5F: 3 clusters Score -6862528 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 48524 members 
Entering Unmasked Estep 
Score: -6866590.500000 Penalty: 3568.308594
	Iteration 6F: 3 clusters Score -6866590 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 51925 members 
Entering Unmasked Estep 
Score: -6869960.500000 Penalty: 3568.308594
	Iteration 7F: 3 clusters Score -6869960 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 54128 members 
Entering Unmasked Estep 
Score: -6872073.000000 Penalty: 3568.308594
	Iteration 8Q: 3 clusters Score -6872073 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 55630 members 
Entering Unmasked Estep 
Score: -6873489.500000 Penalty: 3568.308594
	Iteration 9Q: 3 clusters Score -6873490 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 56619 members 
Entering Unmasked Estep 
Score: -6874381.500000 Penalty: 3568.308594
	Iteration 10Q: 3 clusters Score -6874382 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 57243 members 
Entering Unmasked Estep 
Score: -6874921.000000 Penalty: 3568.308594
	Iteration 11Q: 3 clusters Score -6874921 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 57630 members 
Entering Unmasked Estep 
Score: -6875248.500000 Penalty: 3568.308594
	Iteration 12Q: 3 clusters Score -6875248 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 57894 members 
Entering Unmasked Estep 
Score: -6875478.000000 Penalty: 3568.308594
	Iteration 13Q: 3 clusters Score -6875478 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 58040 members 
Entering Unmasked Estep 
Score: -6875619.500000 Penalty: 3568.308594
	Iteration 14Q: 3 clusters Score -6875620 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 58127 members 
Entering Unmasked Estep 
Score: -6875710.000000 Penalty: 3568.308594
	Iteration 15Q: 3 clusters Score -6875710 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 58186 members 
Entering Unmasked Estep 
Score: -6875763.500000 Penalty: 3568.308594
	Iteration 16Q: 3 clusters Score -6875764 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 58221 members 
Entering Unmasked Estep 
Score: -6875789.000000 Penalty: 3568.308594
	Iteration 17Q: 3 clusters Score -6875789 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 58249 members 
Entering Unmasked Estep 
Score: -6875800.000000 Penalty: 3568.308594
	Iteration 18Q: 3 clusters Score -6875800 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 58267 members 
Entering Unmasked Estep 
Score: -6875818.000000 Penalty: 3568.308594
	Iteration 19Q: 3 clusters Score -6875818 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 58278 members 
Entering Unmasked Estep 
Score: -6875833.000000 Penalty: 3568.308594
	Iteration 20F: 3 clusters Score -6875833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 58283 members 
Entering Unmasked Estep 
Score: -6875841.000000 Penalty: 3568.308594
	Iteration 21Q: 3 clusters Score -6875841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 58285 members 
Entering Unmasked Estep 
Score: -6875840.000000 Penalty: 3568.308594
	Iteration 22Q: 3 clusters Score -6875840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 58285 members 
Entering Unmasked Estep 
Score: -6875840.000000 Penalty: 3568.308594
	Iteration 23F: 3 clusters Score -6875840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (7193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Entering Unmasked Estep 
Score: -855037.250000 Penalty: 1443.140259
	Iteration 0F: 2 clusters Score -855037.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -849707.500000 Penalty: 2886.280518
	Iteration 0F: 3 clusters Score -849707.5 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -851224.812500 Penalty: 2886.280518
	Iteration 1F: 3 clusters Score -851224.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -851416.750000 Penalty: 2886.280518
	Iteration 2F: 3 clusters Score -851416.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -851556.437500 Penalty: 2886.280518
	Iteration 3Q: 3 clusters Score -851556.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -851669.562500 Penalty: 2886.280518
	Iteration 4Q: 3 clusters Score -851669.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -851753.812500 Penalty: 2886.280518
	Iteration 5Q: 3 clusters Score -851753.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -851816.187500 Penalty: 2886.280518
	Iteration 6Q: 3 clusters Score -851816.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -851880.250000 Penalty: 2886.280518
	Iteration 7Q: 3 clusters Score -851880.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -851941.937500 Penalty: 2886.280518
	Iteration 8Q: 3 clusters Score -851941.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -852009.875000 Penalty: 2886.280518
	Iteration 9Q: 3 clusters Score -852009.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -852088.937500 Penalty: 2886.280518
	Iteration 10Q: 3 clusters Score -852088.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -852195.250000 Penalty: 2886.280518
	Iteration 11Q: 3 clusters Score -852195.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -852326.562500 Penalty: 2886.280518
	Iteration 12Q: 3 clusters Score -852326.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -852473.000000 Penalty: 2886.280518
	Iteration 13Q: 3 clusters Score -852473 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -852641.125000 Penalty: 2886.280518
	Iteration 14Q: 3 clusters Score -852641.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -852836.375000 Penalty: 2886.280518
	Iteration 15Q: 3 clusters Score -852836.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -853062.437500 Penalty: 2886.280518
	Iteration 16Q: 3 clusters Score -853062.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -853270.750000 Penalty: 2886.280518
	Iteration 17Q: 3 clusters Score -853270.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -853409.375000 Penalty: 2886.280518
	Iteration 18Q: 3 clusters Score -853409.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -853544.375000 Penalty: 2886.280518
	Iteration 19Q: 3 clusters Score -853544.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -853619.812500 Penalty: 2886.280518
	Iteration 20F: 3 clusters Score -853619.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -853670.875000 Penalty: 2886.280518
	Iteration 21Q: 3 clusters Score -853670.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -853710.125000 Penalty: 2886.280518
	Iteration 22Q: 3 clusters Score -853710.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -853737.250000 Penalty: 2886.280518
	Iteration 23Q: 3 clusters Score -853737.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -853755.125000 Penalty: 2886.280518
	Iteration 24Q: 3 clusters Score -853755.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -853764.812500 Penalty: 2886.280518
	Iteration 25Q: 3 clusters Score -853764.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -853769.562500 Penalty: 2886.280518
	Iteration 26Q: 3 clusters Score -853769.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -853775.062500 Penalty: 2886.280518
	Iteration 27Q: 3 clusters Score -853775.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -853775.562500 Penalty: 2886.280518
	Iteration 28Q: 3 clusters Score -853775.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -853775.562500 Penalty: 2886.280518
	Iteration 29F: 3 clusters Score -853775.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Entering Unmasked Estep 
Score: -73862.804688 Penalty: 1069.353760
	Iteration 0F: 2 clusters Score -73862.8 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 375 members 
Entering Unmasked Estep 
Score: -72633.312500 Penalty: 2138.707520
	Iteration 0F: 3 clusters Score -72633.31 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -72928.656250 Penalty: 2138.707520
	Iteration 1F: 3 clusters Score -72928.66 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -73065.421875 Penalty: 2138.707520
	Iteration 2F: 3 clusters Score -73065.42 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -73126.070312 Penalty: 2138.707520
	Iteration 3F: 3 clusters Score -73126.07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -73175.789062 Penalty: 2138.707520
	Iteration 4Q: 3 clusters Score -73175.79 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -73222.578125 Penalty: 2138.707520
	Iteration 5Q: 3 clusters Score -73222.58 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -73273.156250 Penalty: 2138.707520
	Iteration 6Q: 3 clusters Score -73273.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -73320.421875 Penalty: 2138.707520
	Iteration 7Q: 3 clusters Score -73320.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -73368.468750 Penalty: 2138.707520
	Iteration 8Q: 3 clusters Score -73368.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -73383.023438 Penalty: 2138.707520
	Iteration 9Q: 3 clusters Score -73383.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -73390.007812 Penalty: 2138.707520
	Iteration 10Q: 3 clusters Score -73390.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -73395.250000 Penalty: 2138.707520
	Iteration 11Q: 3 clusters Score -73395.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -73407.085938 Penalty: 2138.707520
	Iteration 12Q: 3 clusters Score -73407.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -73408.726562 Penalty: 2138.707520
	Iteration 13Q: 3 clusters Score -73408.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -73408.726562 Penalty: 2138.707520
	Iteration 14F: 3 clusters Score -73408.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (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: -7155.197754 Penalty: 815.307922
	Iteration 0F: 2 clusters Score -7155.198 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 77 members 
Entering Unmasked Estep 
Score: -6509.820801 Penalty: 1630.615845
	Iteration 0F: 3 clusters Score -6509.821 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6588.122559 Penalty: 1630.615845
	Iteration 1F: 3 clusters Score -6588.123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6609.663086 Penalty: 1630.615845
	Iteration 2Q: 3 clusters Score -6609.663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6612.119141 Penalty: 1630.615845
	Iteration 3Q: 3 clusters Score -6612.119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6618.831055 Penalty: 1630.615845
	Iteration 4Q: 3 clusters Score -6618.831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6618.831055 Penalty: 1630.615845
	Iteration 5F: 3 clusters Score -6618.831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -19825.017578 Penalty: 926.322083
	Iteration 0F: 2 clusters Score -19825.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -19065.046875 Penalty: 1852.644165
	Iteration 0F: 3 clusters Score -19065.05 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -19258.779297 Penalty: 1852.644165
	Iteration 1F: 3 clusters Score -19258.78 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -19350.759766 Penalty: 1852.644165
	Iteration 2F: 3 clusters Score -19350.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -19397.660156 Penalty: 1852.644165
	Iteration 3F: 3 clusters Score -19397.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -19436.062500 Penalty: 1852.644165
	Iteration 4Q: 3 clusters Score -19436.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -19479.175781 Penalty: 1852.644165
	Iteration 5Q: 3 clusters Score -19479.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -19497.455078 Penalty: 1852.644165
	Iteration 6Q: 3 clusters Score -19497.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -19506.171875 Penalty: 1852.644165
	Iteration 7Q: 3 clusters Score -19506.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -19518.626953 Penalty: 1852.644165
	Iteration 8Q: 3 clusters Score -19518.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -19521.275391 Penalty: 1852.644165
	Iteration 9Q: 3 clusters Score -19521.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -19521.275391 Penalty: 1852.644165
	Iteration 10F: 3 clusters Score -19521.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 197132 members 
Mstep: Class 3 contains 80390 members 
Mstep: Class 4 contains 8991 members 
Mstep: Class 5 contains 8901 members 
Mstep: Class 6 contains 35008 members 
Mstep: Class 7 contains 79781 members 
Mstep: Class 8 contains 14238 members 
Mstep: Class 9 contains 36759 members 
Mstep: Class 10 contains 9076 members 
Mstep: Class 11 contains 196 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8891 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19169 members 
Mstep: Class 16 contains 67977 members 
Mstep: Class 17 contains 114298 members 
Mstep: Class 18 contains 79397 members 
Mstep: Class 19 contains 3388 members 
Mstep: Class 20 contains 90875 members 
Mstep: Class 21 contains 33748 members 
Mstep: Class 22 contains 13627 members 
Mstep: Class 23 contains 9679 members 
Mstep: Class 24 contains 3643 members 
Mstep: Class 25 contains 790 members 
Mstep: Class 26 contains 147 members 
Mstep: Class 27 contains 577 members 
Mstep: Class 28 contains 90789 members 
Mstep: Class 29 contains 6105 members 
Mstep: Class 30 contains 45686 members 
Mstep: Class 31 contains 27001 members 
Mstep: Class 32 contains 6029 members 
Mstep: Class 33 contains 3316 members 
Mstep: Class 34 contains 392 members 
Mstep: Class 35 contains 46869 members 
Mstep: Class 36 contains 1425 members 
Mstep: Class 37 contains 25539 members 
Mstep: Class 38 contains 1230 members 
Mstep: Class 39 contains 103967 members 
Mstep: Class 40 contains 277 members 
Mstep: Class 41 contains 327 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 19369 members 
Mstep: Class 44 contains 84366 members 
Mstep: Class 45 contains 10432 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 34136 members 
Mstep: Class 49 contains 13544 members 
Mstep: Class 50 contains 495 members 
Mstep: Class 51 contains 1002 members 
Mstep: Class 52 contains 4667 members 
Mstep: Class 53 contains 92572 members 
Mstep: Class 54 contains 58654 members 
Mstep: Class 55 contains 7193 members 
Mstep: Class 56 contains 721 members 
Mstep: Class 57 contains 151 members 
Mstep: Class 58 contains 299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 40. Lose 2147.300537 but Gain 2333.421875
Score: -194726672.000000 Penalty: 137671.796875
Iteration 399Q: 60 clusters Score -1.947267e+08 nChanged 13541
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 197127 members 
Mstep: Class 3 contains 80303 members 
Mstep: Class 4 contains 8982 members 
Mstep: Class 5 contains 8846 members 
Mstep: Class 6 contains 35044 members 
Mstep: Class 7 contains 79801 members 
Mstep: Class 8 contains 14236 members 
Mstep: Class 9 contains 36761 members 
Mstep: Class 10 contains 9116 members 
Mstep: Class 11 contains 196 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8891 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19175 members 
Mstep: Class 16 contains 67974 members 
Mstep: Class 17 contains 114186 members 
Mstep: Class 18 contains 79625 members 
Mstep: Class 19 contains 3392 members 
Mstep: Class 20 contains 89660 members 
Mstep: Class 21 contains 33745 members 
Mstep: Class 22 contains 13607 members 
Mstep: Class 23 contains 9672 members 
Mstep: Class 24 contains 3643 members 
Mstep: Class 25 contains 795 members 
Mstep: Class 26 contains 147 members 
Mstep: Class 27 contains 577 members 
Mstep: Class 28 contains 91047 members 
Mstep: Class 29 contains 6109 members 
Mstep: Class 30 contains 47267 members 
Mstep: Class 31 contains 27088 members 
Mstep: Class 32 contains 6031 members 
Mstep: Class 33 contains 3350 members 
Mstep: Class 34 contains 399 members 
Mstep: Class 35 contains 49223 members 
Mstep: Class 36 contains 1427 members 
Mstep: Class 37 contains 25310 members 
Mstep: Class 38 contains 1276 members 
Mstep: Class 39 contains 104128 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 506 members 
Mstep: Class 43 contains 19389 members 
Mstep: Class 44 contains 83748 members 
Mstep: Class 45 contains 10340 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 34125 members 
Mstep: Class 49 contains 13545 members 
Mstep: Class 50 contains 683 members 
Mstep: Class 51 contains 1002 members 
Mstep: Class 52 contains 4666 members 
Mstep: Class 53 contains 92478 members 
Mstep: Class 54 contains 57329 members 
Mstep: Class 55 contains 7134 members 
Mstep: Class 56 contains 723 members 
Mstep: Class 57 contains 151 members 
Mstep: Class 58 contains 299 members 
Mstep: Class 59 contains 102335 members 
Mstep: Class 60 contains 231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194730224.000000 Penalty: 137671.796875
Iteration 400F: 60 clusters Score -1.947302e+08 nChanged 18049
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 197124 members 
Mstep: Class 3 contains 79940 members 
Mstep: Class 4 contains 8944 members 
Mstep: Class 5 contains 8791 members 
Mstep: Class 6 contains 35021 members 
Mstep: Class 7 contains 79539 members 
Mstep: Class 8 contains 14236 members 
Mstep: Class 9 contains 36758 members 
Mstep: Class 10 contains 9123 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8890 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19171 members 
Mstep: Class 16 contains 67971 members 
Mstep: Class 17 contains 113508 members 
Mstep: Class 18 contains 79869 members 
Mstep: Class 19 contains 3391 members 
Mstep: Class 20 contains 89589 members 
Mstep: Class 21 contains 33742 members 
Mstep: Class 22 contains 13360 members 
Mstep: Class 23 contains 9662 members 
Mstep: Class 24 contains 3642 members 
Mstep: Class 25 contains 781 members 
Mstep: Class 26 contains 147 members 
Mstep: Class 27 contains 577 members 
Mstep: Class 28 contains 91234 members 
Mstep: Class 29 contains 6108 members 
Mstep: Class 30 contains 47846 members 
Mstep: Class 31 contains 27154 members 
Mstep: Class 32 contains 6030 members 
Mstep: Class 33 contains 3325 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 51034 members 
Mstep: Class 36 contains 1428 members 
Mstep: Class 37 contains 25105 members 
Mstep: Class 38 contains 1277 members 
Mstep: Class 39 contains 102144 members 
Mstep: Class 41 contains 335 members 
Mstep: Class 42 contains 507 members 
Mstep: Class 43 contains 19400 members 
Mstep: Class 44 contains 82908 members 
Mstep: Class 45 contains 10080 members 
Mstep: Class 46 contains 472 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 32736 members 
Mstep: Class 49 contains 13545 members 
Mstep: Class 50 contains 675 members 
Mstep: Class 51 contains 1002 members 
Mstep: Class 52 contains 4667 members 
Mstep: Class 53 contains 92367 members 
Mstep: Class 54 contains 56033 members 
Mstep: Class 55 contains 6979 members 
Mstep: Class 56 contains 723 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 299 members 
Mstep: Class 59 contains 107437 members 
Mstep: Class 60 contains 266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194732240.000000 Penalty: 137671.796875
Iteration 401Q: 60 clusters Score -1.947322e+08 nChanged 17637
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 197111 members 
Mstep: Class 3 contains 79698 members 
Mstep: Class 4 contains 8923 members 
Mstep: Class 5 contains 8749 members 
Mstep: Class 6 contains 35028 members 
Mstep: Class 7 contains 79388 members 
Mstep: Class 8 contains 14237 members 
Mstep: Class 9 contains 36751 members 
Mstep: Class 10 contains 9129 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8889 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19167 members 
Mstep: Class 16 contains 67965 members 
Mstep: Class 17 contains 112888 members 
Mstep: Class 18 contains 80070 members 
Mstep: Class 19 contains 3391 members 
Mstep: Class 20 contains 89397 members 
Mstep: Class 21 contains 33740 members 
Mstep: Class 22 contains 13157 members 
Mstep: Class 23 contains 9641 members 
Mstep: Class 24 contains 3641 members 
Mstep: Class 25 contains 775 members 
Mstep: Class 26 contains 147 members 
Mstep: Class 27 contains 579 members 
Mstep: Class 28 contains 91347 members 
Mstep: Class 29 contains 6102 members 
Mstep: Class 30 contains 48553 members 
Mstep: Class 31 contains 27250 members 
Mstep: Class 32 contains 6029 members 
Mstep: Class 33 contains 3292 members 
Mstep: Class 34 contains 405 members 
Mstep: Class 35 contains 53197 members 
Mstep: Class 36 contains 1428 members 
Mstep: Class 37 contains 24924 members 
Mstep: Class 38 contains 1276 members 
Mstep: Class 39 contains 100100 members 
Mstep: Class 41 contains 336 members 
Mstep: Class 42 contains 507 members 
Mstep: Class 43 contains 19408 members 
Mstep: Class 44 contains 82142 members 
Mstep: Class 45 contains 9818 members 
Mstep: Class 46 contains 474 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 31241 members 
Mstep: Class 49 contains 13544 members 
Mstep: Class 50 contains 664 members 
Mstep: Class 51 contains 1002 members 
Mstep: Class 52 contains 4675 members 
Mstep: Class 53 contains 92182 members 
Mstep: Class 54 contains 54767 members 
Mstep: Class 55 contains 6844 members 
Mstep: Class 56 contains 723 members 
Mstep: Class 57 contains 154 members 
Mstep: Class 58 contains 301 members 
Mstep: Class 59 contains 112014 members 
Mstep: Class 60 contains 285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194732240.000000 Penalty: 137671.796875
Iteration 402Q: 60 clusters Score -1.947322e+08 nChanged 17034
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 197111 members 
Mstep: Class 3 contains 79489 members 
Mstep: Class 4 contains 8907 members 
Mstep: Class 5 contains 8735 members 
Mstep: Class 6 contains 35030 members 
Mstep: Class 7 contains 79278 members 
Mstep: Class 8 contains 14237 members 
Mstep: Class 9 contains 36745 members 
Mstep: Class 10 contains 9133 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8889 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19164 members 
Mstep: Class 16 contains 67961 members 
Mstep: Class 17 contains 112323 members 
Mstep: Class 18 contains 80171 members 
Mstep: Class 19 contains 3391 members 
Mstep: Class 20 contains 89259 members 
Mstep: Class 21 contains 33736 members 
Mstep: Class 22 contains 12985 members 
Mstep: Class 23 contains 9626 members 
Mstep: Class 24 contains 3639 members 
Mstep: Class 25 contains 767 members 
Mstep: Class 26 contains 148 members 
Mstep: Class 27 contains 579 members 
Mstep: Class 28 contains 91381 members 
Mstep: Class 29 contains 6101 members 
Mstep: Class 30 contains 48996 members 
Mstep: Class 31 contains 27324 members 
Mstep: Class 32 contains 6030 members 
Mstep: Class 33 contains 3259 members 
Mstep: Class 34 contains 408 members 
Mstep: Class 35 contains 55222 members 
Mstep: Class 36 contains 1428 members 
Mstep: Class 37 contains 24755 members 
Mstep: Class 38 contains 1278 members 
Mstep: Class 39 contains 98724 members 
Mstep: Class 41 contains 333 members 
Mstep: Class 42 contains 507 members 
Mstep: Class 43 contains 19416 members 
Mstep: Class 44 contains 81798 members 
Mstep: Class 45 contains 9608 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 29952 members 
Mstep: Class 49 contains 13544 members 
Mstep: Class 50 contains 660 members 
Mstep: Class 51 contains 1002 members 
Mstep: Class 52 contains 4676 members 
Mstep: Class 53 contains 91661 members 
Mstep: Class 54 contains 53554 members 
Mstep: Class 55 contains 6742 members 
Mstep: Class 56 contains 723 members 
Mstep: Class 57 contains 154 members 
Mstep: Class 58 contains 302 members 
Mstep: Class 59 contains 115829 members 
Mstep: Class 60 contains 290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194732912.000000 Penalty: 137671.796875
Iteration 403Q: 60 clusters Score -1.947329e+08 nChanged 16629
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 197105 members 
Mstep: Class 3 contains 79347 members 
Mstep: Class 4 contains 8895 members 
Mstep: Class 5 contains 8727 members 
Mstep: Class 6 contains 35020 members 
Mstep: Class 7 contains 79126 members 
Mstep: Class 8 contains 14235 members 
Mstep: Class 9 contains 36748 members 
Mstep: Class 10 contains 9133 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8890 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19163 members 
Mstep: Class 16 contains 67957 members 
Mstep: Class 17 contains 111948 members 
Mstep: Class 18 contains 80251 members 
Mstep: Class 19 contains 3391 members 
Mstep: Class 20 contains 88956 members 
Mstep: Class 21 contains 33731 members 
Mstep: Class 22 contains 12836 members 
Mstep: Class 23 contains 9617 members 
Mstep: Class 24 contains 3641 members 
Mstep: Class 25 contains 764 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 579 members 
Mstep: Class 28 contains 91288 members 
Mstep: Class 29 contains 6097 members 
Mstep: Class 30 contains 49702 members 
Mstep: Class 31 contains 27407 members 
Mstep: Class 32 contains 6031 members 
Mstep: Class 33 contains 3233 members 
Mstep: Class 34 contains 408 members 
Mstep: Class 35 contains 57203 members 
Mstep: Class 36 contains 1428 members 
Mstep: Class 37 contains 24607 members 
Mstep: Class 38 contains 1278 members 
Mstep: Class 39 contains 97901 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 507 members 
Mstep: Class 43 contains 19418 members 
Mstep: Class 44 contains 81592 members 
Mstep: Class 45 contains 9425 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 28889 members 
Mstep: Class 49 contains 13545 members 
Mstep: Class 50 contains 660 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4683 members 
Mstep: Class 53 contains 90934 members 
Mstep: Class 54 contains 52316 members 
Mstep: Class 55 contains 6680 members 
Mstep: Class 56 contains 721 members 
Mstep: Class 57 contains 154 members 
Mstep: Class 58 contains 303 members 
Mstep: Class 59 contains 118714 members 
Mstep: Class 60 contains 293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194732240.000000 Penalty: 137671.796875
Iteration 404Q: 60 clusters Score -1.947322e+08 nChanged 16972
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 197101 members 
Mstep: Class 3 contains 79240 members 
Mstep: Class 4 contains 8872 members 
Mstep: Class 5 contains 8739 members 
Mstep: Class 6 contains 35015 members 
Mstep: Class 7 contains 78984 members 
Mstep: Class 8 contains 14234 members 
Mstep: Class 9 contains 36745 members 
Mstep: Class 10 contains 9134 members 
Mstep: Class 11 contains 198 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8892 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19165 members 
Mstep: Class 16 contains 67950 members 
Mstep: Class 17 contains 111542 members 
Mstep: Class 18 contains 80011 members 
Mstep: Class 19 contains 3391 members 
Mstep: Class 20 contains 88804 members 
Mstep: Class 21 contains 33728 members 
Mstep: Class 22 contains 12719 members 
Mstep: Class 23 contains 9601 members 
Mstep: Class 24 contains 3640 members 
Mstep: Class 25 contains 762 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 579 members 
Mstep: Class 28 contains 91183 members 
Mstep: Class 29 contains 6097 members 
Mstep: Class 30 contains 50224 members 
Mstep: Class 31 contains 27500 members 
Mstep: Class 32 contains 6031 members 
Mstep: Class 33 contains 3208 members 
Mstep: Class 34 contains 411 members 
Mstep: Class 35 contains 59204 members 
Mstep: Class 36 contains 1428 members 
Mstep: Class 37 contains 24440 members 
Mstep: Class 38 contains 1277 members 
Mstep: Class 39 contains 97257 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 507 members 
Mstep: Class 43 contains 19423 members 
Mstep: Class 44 contains 81390 members 
Mstep: Class 45 contains 9260 members 
Mstep: Class 46 contains 482 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 27963 members 
Mstep: Class 49 contains 13546 members 
Mstep: Class 50 contains 657 members 
Mstep: Class 51 contains 1000 members 
Mstep: Class 52 contains 4684 members 
Mstep: Class 53 contains 90263 members 
Mstep: Class 54 contains 51229 members 
Mstep: Class 55 contains 6595 members 
Mstep: Class 56 contains 722 members 
Mstep: Class 57 contains 154 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 121393 members 
Mstep: Class 60 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194732320.000000 Penalty: 137671.796875
Iteration 405Q: 60 clusters Score -1.947323e+08 nChanged 16803
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 197094 members 
Mstep: Class 3 contains 79168 members 
Mstep: Class 4 contains 8835 members 
Mstep: Class 5 contains 8741 members 
Mstep: Class 6 contains 35004 members 
Mstep: Class 7 contains 78827 members 
Mstep: Class 8 contains 14233 members 
Mstep: Class 9 contains 36743 members 
Mstep: Class 10 contains 9138 members 
Mstep: Class 11 contains 198 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8889 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19165 members 
Mstep: Class 16 contains 67949 members 
Mstep: Class 17 contains 111237 members 
Mstep: Class 18 contains 79776 members 
Mstep: Class 19 contains 3391 members 
Mstep: Class 20 contains 88317 members 
Mstep: Class 21 contains 33731 members 
Mstep: Class 22 contains 12623 members 
Mstep: Class 23 contains 9588 members 
Mstep: Class 24 contains 3639 members 
Mstep: Class 25 contains 760 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 579 members 
Mstep: Class 28 contains 90999 members 
Mstep: Class 29 contains 6096 members 
Mstep: Class 30 contains 51122 members 
Mstep: Class 31 contains 27583 members 
Mstep: Class 32 contains 6031 members 
Mstep: Class 33 contains 3180 members 
Mstep: Class 34 contains 411 members 
Mstep: Class 35 contains 61294 members 
Mstep: Class 36 contains 1427 members 
Mstep: Class 37 contains 24330 members 
Mstep: Class 38 contains 1278 members 
Mstep: Class 39 contains 96697 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 507 members 
Mstep: Class 43 contains 19436 members 
Mstep: Class 44 contains 81127 members 
Mstep: Class 45 contains 9091 members 
Mstep: Class 46 contains 486 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 27080 members 
Mstep: Class 49 contains 13548 members 
Mstep: Class 50 contains 655 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4679 members 
Mstep: Class 53 contains 89470 members 
Mstep: Class 54 contains 50118 members 
Mstep: Class 55 contains 6538 members 
Mstep: Class 56 contains 722 members 
Mstep: Class 57 contains 154 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 123894 members 
Mstep: Class 60 contains 292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194731664.000000 Penalty: 137671.796875
Iteration 406Q: 60 clusters Score -1.947317e+08 nChanged 16612
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 197092 members 
Mstep: Class 3 contains 79084 members 
Mstep: Class 4 contains 8805 members 
Mstep: Class 5 contains 8735 members 
Mstep: Class 6 contains 35019 members 
Mstep: Class 7 contains 78736 members 
Mstep: Class 8 contains 14231 members 
Mstep: Class 9 contains 36737 members 
Mstep: Class 10 contains 9136 members 
Mstep: Class 11 contains 198 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8888 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19164 members 
Mstep: Class 16 contains 67944 members 
Mstep: Class 17 contains 111015 members 
Mstep: Class 18 contains 79525 members 
Mstep: Class 19 contains 3391 members 
Mstep: Class 20 contains 88143 members 
Mstep: Class 21 contains 33730 members 
Mstep: Class 22 contains 12581 members 
Mstep: Class 23 contains 9576 members 
Mstep: Class 24 contains 3636 members 
Mstep: Class 25 contains 759 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 579 members 
Mstep: Class 28 contains 90750 members 
Mstep: Class 29 contains 6098 members 
Mstep: Class 30 contains 51808 members 
Mstep: Class 31 contains 27671 members 
Mstep: Class 32 contains 6030 members 
Mstep: Class 33 contains 3164 members 
Mstep: Class 34 contains 411 members 
Mstep: Class 35 contains 63087 members 
Mstep: Class 36 contains 1426 members 
Mstep: Class 37 contains 24210 members 
Mstep: Class 38 contains 1278 members 
Mstep: Class 39 contains 96420 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 507 members 
Mstep: Class 43 contains 19445 members 
Mstep: Class 44 contains 80873 members 
Mstep: Class 45 contains 8958 members 
Mstep: Class 46 contains 490 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 26476 members 
Mstep: Class 49 contains 13548 members 
Mstep: Class 50 contains 652 members 
Mstep: Class 51 contains 1002 members 
Mstep: Class 52 contains 4677 members 
Mstep: Class 53 contains 88513 members 
Mstep: Class 54 contains 49068 members 
Mstep: Class 55 contains 6485 members 
Mstep: Class 56 contains 722 members 
Mstep: Class 57 contains 154 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 125963 members 
Mstep: Class 60 contains 293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194731984.000000 Penalty: 137671.796875
Iteration 407Q: 60 clusters Score -1.94732e+08 nChanged 16773
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 197096 members 
Mstep: Class 3 contains 79028 members 
Mstep: Class 4 contains 8782 members 
Mstep: Class 5 contains 8750 members 
Mstep: Class 6 contains 35009 members 
Mstep: Class 7 contains 78656 members 
Mstep: Class 8 contains 14230 members 
Mstep: Class 9 contains 36727 members 
Mstep: Class 10 contains 9142 members 
Mstep: Class 11 contains 198 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8888 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19161 members 
Mstep: Class 16 contains 67947 members 
Mstep: Class 17 contains 110803 members 
Mstep: Class 18 contains 79103 members 
Mstep: Class 19 contains 3391 members 
Mstep: Class 20 contains 87951 members 
Mstep: Class 21 contains 33729 members 
Mstep: Class 22 contains 12552 members 
Mstep: Class 23 contains 9560 members 
Mstep: Class 24 contains 3632 members 
Mstep: Class 25 contains 758 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 579 members 
Mstep: Class 28 contains 90521 members 
Mstep: Class 29 contains 6098 members 
Mstep: Class 30 contains 52529 members 
Mstep: Class 31 contains 27760 members 
Mstep: Class 32 contains 6030 members 
Mstep: Class 33 contains 3157 members 
Mstep: Class 34 contains 411 members 
Mstep: Class 35 contains 64857 members 
Mstep: Class 36 contains 1429 members 
Mstep: Class 37 contains 24110 members 
Mstep: Class 38 contains 1278 members 
Mstep: Class 39 contains 96228 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 507 members 
Mstep: Class 43 contains 19444 members 
Mstep: Class 44 contains 80491 members 
Mstep: Class 45 contains 8820 members 
Mstep: Class 46 contains 490 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 25957 members 
Mstep: Class 49 contains 13549 members 
Mstep: Class 50 contains 652 members 
Mstep: Class 51 contains 1002 members 
Mstep: Class 52 contains 4678 members 
Mstep: Class 53 contains 87673 members 
Mstep: Class 54 contains 48061 members 
Mstep: Class 55 contains 6436 members 
Mstep: Class 56 contains 722 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 127881 members 
Mstep: Class 60 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194730896.000000 Penalty: 137671.796875
Iteration 408Q: 60 clusters Score -1.947309e+08 nChanged 16366
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 197104 members 
Mstep: Class 3 contains 79026 members 
Mstep: Class 4 contains 8772 members 
Mstep: Class 5 contains 8776 members 
Mstep: Class 6 contains 34994 members 
Mstep: Class 7 contains 78551 members 
Mstep: Class 8 contains 14232 members 
Mstep: Class 9 contains 36728 members 
Mstep: Class 10 contains 9140 members 
Mstep: Class 11 contains 198 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8888 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19159 members 
Mstep: Class 16 contains 67946 members 
Mstep: Class 17 contains 110602 members 
Mstep: Class 18 contains 78665 members 
Mstep: Class 19 contains 3391 members 
Mstep: Class 20 contains 87743 members 
Mstep: Class 21 contains 33727 members 
Mstep: Class 22 contains 12526 members 
Mstep: Class 23 contains 9548 members 
Mstep: Class 24 contains 3625 members 
Mstep: Class 25 contains 756 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 90241 members 
Mstep: Class 29 contains 6097 members 
Mstep: Class 30 contains 53309 members 
Mstep: Class 31 contains 27842 members 
Mstep: Class 32 contains 6030 members 
Mstep: Class 33 contains 3147 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 66785 members 
Mstep: Class 36 contains 1431 members 
Mstep: Class 37 contains 24008 members 
Mstep: Class 38 contains 1276 members 
Mstep: Class 39 contains 96088 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 507 members 
Mstep: Class 43 contains 19454 members 
Mstep: Class 44 contains 79960 members 
Mstep: Class 45 contains 8687 members 
Mstep: Class 46 contains 490 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 25522 members 
Mstep: Class 49 contains 13551 members 
Mstep: Class 50 contains 653 members 
Mstep: Class 51 contains 1002 members 
Mstep: Class 52 contains 4676 members 
Mstep: Class 53 contains 86823 members 
Mstep: Class 54 contains 47136 members 
Mstep: Class 55 contains 6379 members 
Mstep: Class 56 contains 722 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 129546 members 
Mstep: Class 60 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194730016.000000 Penalty: 137671.796875
Iteration 409Q: 60 clusters Score -1.9473e+08 nChanged 16409
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 197102 members 
Mstep: Class 3 contains 78991 members 
Mstep: Class 4 contains 8743 members 
Mstep: Class 5 contains 8801 members 
Mstep: Class 6 contains 34985 members 
Mstep: Class 7 contains 78393 members 
Mstep: Class 8 contains 14227 members 
Mstep: Class 9 contains 36725 members 
Mstep: Class 10 contains 9142 members 
Mstep: Class 11 contains 198 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8888 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19160 members 
Mstep: Class 16 contains 67950 members 
Mstep: Class 17 contains 110518 members 
Mstep: Class 18 contains 78111 members 
Mstep: Class 19 contains 3391 members 
Mstep: Class 20 contains 87604 members 
Mstep: Class 21 contains 33722 members 
Mstep: Class 22 contains 12500 members 
Mstep: Class 23 contains 9537 members 
Mstep: Class 24 contains 3625 members 
Mstep: Class 25 contains 756 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 89930 members 
Mstep: Class 29 contains 6097 members 
Mstep: Class 30 contains 53940 members 
Mstep: Class 31 contains 27933 members 
Mstep: Class 32 contains 6031 members 
Mstep: Class 33 contains 3139 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 68863 members 
Mstep: Class 36 contains 1432 members 
Mstep: Class 37 contains 23916 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 96121 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 19451 members 
Mstep: Class 44 contains 79463 members 
Mstep: Class 45 contains 8561 members 
Mstep: Class 46 contains 491 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 25154 members 
Mstep: Class 49 contains 13553 members 
Mstep: Class 50 contains 652 members 
Mstep: Class 51 contains 1002 members 
Mstep: Class 52 contains 4677 members 
Mstep: Class 53 contains 86058 members 
Mstep: Class 54 contains 46266 members 
Mstep: Class 55 contains 6340 members 
Mstep: Class 56 contains 722 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 130816 members 
Mstep: Class 60 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194729392.000000 Penalty: 137671.796875
Iteration 410Q: 60 clusters Score -1.947294e+08 nChanged 15935
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 197110 members 
Mstep: Class 3 contains 78969 members 
Mstep: Class 4 contains 8721 members 
Mstep: Class 5 contains 8826 members 
Mstep: Class 6 contains 34971 members 
Mstep: Class 7 contains 78242 members 
Mstep: Class 8 contains 14218 members 
Mstep: Class 9 contains 36723 members 
Mstep: Class 10 contains 9144 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8888 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19160 members 
Mstep: Class 16 contains 67951 members 
Mstep: Class 17 contains 110451 members 
Mstep: Class 18 contains 77518 members 
Mstep: Class 19 contains 3392 members 
Mstep: Class 20 contains 87533 members 
Mstep: Class 21 contains 33719 members 
Mstep: Class 22 contains 12468 members 
Mstep: Class 23 contains 9529 members 
Mstep: Class 24 contains 3625 members 
Mstep: Class 25 contains 756 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 89612 members 
Mstep: Class 29 contains 6097 members 
Mstep: Class 30 contains 54229 members 
Mstep: Class 31 contains 27992 members 
Mstep: Class 32 contains 6032 members 
Mstep: Class 33 contains 3136 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 70820 members 
Mstep: Class 36 contains 1436 members 
Mstep: Class 37 contains 23810 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 96260 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 19454 members 
Mstep: Class 44 contains 79108 members 
Mstep: Class 45 contains 8462 members 
Mstep: Class 46 contains 490 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 24837 members 
Mstep: Class 49 contains 13555 members 
Mstep: Class 50 contains 652 members 
Mstep: Class 51 contains 1002 members 
Mstep: Class 52 contains 4674 members 
Mstep: Class 53 contains 85495 members 
Mstep: Class 54 contains 45418 members 
Mstep: Class 55 contains 6291 members 
Mstep: Class 56 contains 722 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 131980 members 
Mstep: Class 60 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728688.000000 Penalty: 137671.796875
Iteration 411Q: 60 clusters Score -1.947287e+08 nChanged 15783
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 197120 members 
Mstep: Class 3 contains 78923 members 
Mstep: Class 4 contains 8707 members 
Mstep: Class 5 contains 8845 members 
Mstep: Class 6 contains 34943 members 
Mstep: Class 7 contains 78157 members 
Mstep: Class 8 contains 14215 members 
Mstep: Class 9 contains 36711 members 
Mstep: Class 10 contains 9141 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8888 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19159 members 
Mstep: Class 16 contains 67948 members 
Mstep: Class 17 contains 110395 members 
Mstep: Class 18 contains 76933 members 
Mstep: Class 19 contains 3393 members 
Mstep: Class 20 contains 87470 members 
Mstep: Class 21 contains 33719 members 
Mstep: Class 22 contains 12451 members 
Mstep: Class 23 contains 9525 members 
Mstep: Class 24 contains 3626 members 
Mstep: Class 25 contains 756 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 89302 members 
Mstep: Class 29 contains 6097 members 
Mstep: Class 30 contains 54341 members 
Mstep: Class 31 contains 28061 members 
Mstep: Class 32 contains 6030 members 
Mstep: Class 33 contains 3142 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 72985 members 
Mstep: Class 36 contains 1436 members 
Mstep: Class 37 contains 23714 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 96380 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 19472 members 
Mstep: Class 44 contains 79062 members 
Mstep: Class 45 contains 8357 members 
Mstep: Class 46 contains 491 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 24566 members 
Mstep: Class 49 contains 13556 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 1002 members 
Mstep: Class 52 contains 4667 members 
Mstep: Class 53 contains 84644 members 
Mstep: Class 54 contains 44571 members 
Mstep: Class 55 contains 6243 members 
Mstep: Class 56 contains 722 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 132959 members 
Mstep: Class 60 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728576.000000 Penalty: 137671.796875
Iteration 412Q: 60 clusters Score -1.947286e+08 nChanged 14671
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 197116 members 
Mstep: Class 3 contains 78880 members 
Mstep: Class 4 contains 8698 members 
Mstep: Class 5 contains 8875 members 
Mstep: Class 6 contains 34940 members 
Mstep: Class 7 contains 78113 members 
Mstep: Class 8 contains 14213 members 
Mstep: Class 9 contains 36702 members 
Mstep: Class 10 contains 9147 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8887 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19158 members 
Mstep: Class 16 contains 67943 members 
Mstep: Class 17 contains 110335 members 
Mstep: Class 18 contains 76262 members 
Mstep: Class 19 contains 3393 members 
Mstep: Class 20 contains 87461 members 
Mstep: Class 21 contains 33722 members 
Mstep: Class 22 contains 12426 members 
Mstep: Class 23 contains 9521 members 
Mstep: Class 24 contains 3626 members 
Mstep: Class 25 contains 756 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 88988 members 
Mstep: Class 29 contains 6097 members 
Mstep: Class 30 contains 53757 members 
Mstep: Class 31 contains 28142 members 
Mstep: Class 32 contains 6032 members 
Mstep: Class 33 contains 3144 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 74981 members 
Mstep: Class 36 contains 1436 members 
Mstep: Class 37 contains 23682 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 96515 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 19474 members 
Mstep: Class 44 contains 79685 members 
Mstep: Class 45 contains 8269 members 
Mstep: Class 46 contains 493 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 24307 members 
Mstep: Class 49 contains 13558 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 1002 members 
Mstep: Class 52 contains 4660 members 
Mstep: Class 53 contains 83832 members 
Mstep: Class 54 contains 43751 members 
Mstep: Class 55 contains 6197 members 
Mstep: Class 56 contains 722 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 133931 members 
Mstep: Class 60 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194727536.000000 Penalty: 137671.796875
Iteration 413Q: 60 clusters Score -1.947275e+08 nChanged 13941
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 197121 members 
Mstep: Class 3 contains 78848 members 
Mstep: Class 4 contains 8689 members 
Mstep: Class 5 contains 8895 members 
Mstep: Class 6 contains 34951 members 
Mstep: Class 7 contains 78042 members 
Mstep: Class 8 contains 14210 members 
Mstep: Class 9 contains 36693 members 
Mstep: Class 10 contains 9143 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8887 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19158 members 
Mstep: Class 16 contains 67939 members 
Mstep: Class 17 contains 110264 members 
Mstep: Class 18 contains 75353 members 
Mstep: Class 19 contains 3392 members 
Mstep: Class 20 contains 87453 members 
Mstep: Class 21 contains 33723 members 
Mstep: Class 22 contains 12409 members 
Mstep: Class 23 contains 9518 members 
Mstep: Class 24 contains 3625 members 
Mstep: Class 25 contains 756 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 88707 members 
Mstep: Class 29 contains 6099 members 
Mstep: Class 30 contains 52537 members 
Mstep: Class 31 contains 28212 members 
Mstep: Class 32 contains 6033 members 
Mstep: Class 33 contains 3142 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 77031 members 
Mstep: Class 36 contains 1434 members 
Mstep: Class 37 contains 23652 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 96700 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 19486 members 
Mstep: Class 44 contains 81011 members 
Mstep: Class 45 contains 8178 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 24035 members 
Mstep: Class 49 contains 13558 members 
Mstep: Class 50 contains 649 members 
Mstep: Class 51 contains 1002 members 
Mstep: Class 52 contains 4656 members 
Mstep: Class 53 contains 83222 members 
Mstep: Class 54 contains 42964 members 
Mstep: Class 55 contains 6155 members 
Mstep: Class 56 contains 722 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 134731 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194726912.000000 Penalty: 137671.796875
Iteration 414Q: 60 clusters Score -1.947269e+08 nChanged 13063
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 197116 members 
Mstep: Class 3 contains 78837 members 
Mstep: Class 4 contains 8679 members 
Mstep: Class 5 contains 8930 members 
Mstep: Class 6 contains 34965 members 
Mstep: Class 7 contains 77994 members 
Mstep: Class 8 contains 14206 members 
Mstep: Class 9 contains 36689 members 
Mstep: Class 10 contains 9145 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8887 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19160 members 
Mstep: Class 16 contains 67940 members 
Mstep: Class 17 contains 110229 members 
Mstep: Class 18 contains 74350 members 
Mstep: Class 19 contains 3393 members 
Mstep: Class 20 contains 87492 members 
Mstep: Class 21 contains 33724 members 
Mstep: Class 22 contains 12394 members 
Mstep: Class 23 contains 9513 members 
Mstep: Class 24 contains 3624 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 88401 members 
Mstep: Class 29 contains 6100 members 
Mstep: Class 30 contains 50904 members 
Mstep: Class 31 contains 28268 members 
Mstep: Class 32 contains 6034 members 
Mstep: Class 33 contains 3138 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 79068 members 
Mstep: Class 36 contains 1433 members 
Mstep: Class 37 contains 23646 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 96859 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 19513 members 
Mstep: Class 44 contains 83021 members 
Mstep: Class 45 contains 8074 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 23801 members 
Mstep: Class 49 contains 13558 members 
Mstep: Class 50 contains 650 members 
Mstep: Class 51 contains 1002 members 
Mstep: Class 52 contains 4639 members 
Mstep: Class 53 contains 82426 members 
Mstep: Class 54 contains 42226 members 
Mstep: Class 55 contains 6124 members 
Mstep: Class 56 contains 722 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 135350 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194726368.000000 Penalty: 137671.796875
Iteration 415Q: 60 clusters Score -1.947264e+08 nChanged 12370
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 197120 members 
Mstep: Class 3 contains 78822 members 
Mstep: Class 4 contains 8669 members 
Mstep: Class 5 contains 8964 members 
Mstep: Class 6 contains 34980 members 
Mstep: Class 7 contains 77912 members 
Mstep: Class 8 contains 14204 members 
Mstep: Class 9 contains 36679 members 
Mstep: Class 10 contains 9146 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8887 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19162 members 
Mstep: Class 16 contains 67937 members 
Mstep: Class 17 contains 110146 members 
Mstep: Class 18 contains 73170 members 
Mstep: Class 19 contains 3394 members 
Mstep: Class 20 contains 87689 members 
Mstep: Class 21 contains 33722 members 
Mstep: Class 22 contains 12389 members 
Mstep: Class 23 contains 9512 members 
Mstep: Class 24 contains 3621 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 88157 members 
Mstep: Class 29 contains 6100 members 
Mstep: Class 30 contains 49154 members 
Mstep: Class 31 contains 28323 members 
Mstep: Class 32 contains 6034 members 
Mstep: Class 33 contains 3132 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 80731 members 
Mstep: Class 36 contains 1432 members 
Mstep: Class 37 contains 23638 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 97023 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 19514 members 
Mstep: Class 44 contains 85151 members 
Mstep: Class 45 contains 7959 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 23590 members 
Mstep: Class 49 contains 13558 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 1000 members 
Mstep: Class 52 contains 4636 members 
Mstep: Class 53 contains 81940 members 
Mstep: Class 54 contains 41490 members 
Mstep: Class 55 contains 6107 members 
Mstep: Class 56 contains 722 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 136048 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194725760.000000 Penalty: 137671.796875
Iteration 416Q: 60 clusters Score -1.947258e+08 nChanged 11503
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 197127 members 
Mstep: Class 3 contains 78808 members 
Mstep: Class 4 contains 8670 members 
Mstep: Class 5 contains 8985 members 
Mstep: Class 6 contains 34988 members 
Mstep: Class 7 contains 77857 members 
Mstep: Class 8 contains 14202 members 
Mstep: Class 9 contains 36674 members 
Mstep: Class 10 contains 9139 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8886 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19162 members 
Mstep: Class 16 contains 67935 members 
Mstep: Class 17 contains 110075 members 
Mstep: Class 18 contains 71838 members 
Mstep: Class 19 contains 3394 members 
Mstep: Class 20 contains 88349 members 
Mstep: Class 21 contains 33725 members 
Mstep: Class 22 contains 12373 members 
Mstep: Class 23 contains 9511 members 
Mstep: Class 24 contains 3620 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 87906 members 
Mstep: Class 29 contains 6100 members 
Mstep: Class 30 contains 47129 members 
Mstep: Class 31 contains 28361 members 
Mstep: Class 32 contains 6033 members 
Mstep: Class 33 contains 3124 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 81974 members 
Mstep: Class 36 contains 1433 members 
Mstep: Class 37 contains 23649 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 97187 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 19535 members 
Mstep: Class 44 contains 87221 members 
Mstep: Class 45 contains 7867 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 23438 members 
Mstep: Class 49 contains 13558 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 1000 members 
Mstep: Class 52 contains 4629 members 
Mstep: Class 53 contains 81821 members 
Mstep: Class 54 contains 40759 members 
Mstep: Class 55 contains 6082 members 
Mstep: Class 56 contains 722 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 136711 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194724256.000000 Penalty: 137671.796875
Iteration 417Q: 60 clusters Score -1.947243e+08 nChanged 10086
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 197129 members 
Mstep: Class 3 contains 78760 members 
Mstep: Class 4 contains 8664 members 
Mstep: Class 5 contains 9006 members 
Mstep: Class 6 contains 34988 members 
Mstep: Class 7 contains 77811 members 
Mstep: Class 8 contains 14201 members 
Mstep: Class 9 contains 36665 members 
Mstep: Class 10 contains 9142 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8885 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19162 members 
Mstep: Class 16 contains 67933 members 
Mstep: Class 17 contains 110002 members 
Mstep: Class 18 contains 70507 members 
Mstep: Class 19 contains 3394 members 
Mstep: Class 20 contains 89112 members 
Mstep: Class 21 contains 33727 members 
Mstep: Class 22 contains 12345 members 
Mstep: Class 23 contains 9507 members 
Mstep: Class 24 contains 3619 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 87660 members 
Mstep: Class 29 contains 6100 members 
Mstep: Class 30 contains 45551 members 
Mstep: Class 31 contains 28397 members 
Mstep: Class 32 contains 6033 members 
Mstep: Class 33 contains 3113 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 82529 members 
Mstep: Class 36 contains 1430 members 
Mstep: Class 37 contains 23684 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 97279 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 19550 members 
Mstep: Class 44 contains 89134 members 
Mstep: Class 45 contains 7774 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 23309 members 
Mstep: Class 49 contains 13557 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4621 members 
Mstep: Class 53 contains 81933 members 
Mstep: Class 54 contains 40043 members 
Mstep: Class 55 contains 6064 members 
Mstep: Class 56 contains 722 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 137508 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194722896.000000 Penalty: 137671.796875
Iteration 418Q: 60 clusters Score -1.947229e+08 nChanged 8959
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 197132 members 
Mstep: Class 3 contains 78785 members 
Mstep: Class 4 contains 8669 members 
Mstep: Class 5 contains 9050 members 
Mstep: Class 6 contains 35004 members 
Mstep: Class 7 contains 77782 members 
Mstep: Class 8 contains 14200 members 
Mstep: Class 9 contains 36663 members 
Mstep: Class 10 contains 9142 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8885 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19158 members 
Mstep: Class 16 contains 67928 members 
Mstep: Class 17 contains 109933 members 
Mstep: Class 18 contains 69224 members 
Mstep: Class 19 contains 3392 members 
Mstep: Class 20 contains 90181 members 
Mstep: Class 21 contains 33729 members 
Mstep: Class 22 contains 12325 members 
Mstep: Class 23 contains 9501 members 
Mstep: Class 24 contains 3619 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 87388 members 
Mstep: Class 29 contains 6099 members 
Mstep: Class 30 contains 44088 members 
Mstep: Class 31 contains 28438 members 
Mstep: Class 32 contains 6032 members 
Mstep: Class 33 contains 3107 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 82827 members 
Mstep: Class 36 contains 1430 members 
Mstep: Class 37 contains 23711 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 97449 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 19567 members 
Mstep: Class 44 contains 90816 members 
Mstep: Class 45 contains 7677 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 23164 members 
Mstep: Class 49 contains 13558 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4617 members 
Mstep: Class 53 contains 82161 members 
Mstep: Class 54 contains 39366 members 
Mstep: Class 55 contains 6035 members 
Mstep: Class 56 contains 722 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 137988 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194722192.000000 Penalty: 137671.796875
Iteration 419Q: 60 clusters Score -1.947222e+08 nChanged 8302
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 197140 members 
Mstep: Class 3 contains 78797 members 
Mstep: Class 4 contains 8671 members 
Mstep: Class 5 contains 9068 members 
Mstep: Class 6 contains 35007 members 
Mstep: Class 7 contains 77730 members 
Mstep: Class 8 contains 14195 members 
Mstep: Class 9 contains 36660 members 
Mstep: Class 10 contains 9146 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8884 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19157 members 
Mstep: Class 16 contains 67926 members 
Mstep: Class 17 contains 109887 members 
Mstep: Class 18 contains 68014 members 
Mstep: Class 19 contains 3392 members 
Mstep: Class 20 contains 91282 members 
Mstep: Class 21 contains 33729 members 
Mstep: Class 22 contains 12288 members 
Mstep: Class 23 contains 9502 members 
Mstep: Class 24 contains 3619 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 87097 members 
Mstep: Class 29 contains 6099 members 
Mstep: Class 30 contains 42824 members 
Mstep: Class 31 contains 28481 members 
Mstep: Class 32 contains 6030 members 
Mstep: Class 33 contains 3101 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 82937 members 
Mstep: Class 36 contains 1430 members 
Mstep: Class 37 contains 23727 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 97605 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 19584 members 
Mstep: Class 44 contains 92519 members 
Mstep: Class 45 contains 7609 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 23017 members 
Mstep: Class 49 contains 13561 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 1000 members 
Mstep: Class 52 contains 4612 members 
Mstep: Class 53 contains 82311 members 
Mstep: Class 54 contains 38696 members 
Mstep: Class 55 contains 6008 members 
Mstep: Class 56 contains 722 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 138472 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721776.000000 Penalty: 137671.796875
Iteration 420F: 60 clusters Score -1.947218e+08 nChanged 10555
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 197142 members 
Mstep: Class 3 contains 78845 members 
Mstep: Class 4 contains 8676 members 
Mstep: Class 5 contains 9087 members 
Mstep: Class 6 contains 35016 members 
Mstep: Class 7 contains 77737 members 
Mstep: Class 8 contains 14190 members 
Mstep: Class 9 contains 36654 members 
Mstep: Class 10 contains 9143 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8884 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19156 members 
Mstep: Class 16 contains 67924 members 
Mstep: Class 17 contains 109787 members 
Mstep: Class 18 contains 66852 members 
Mstep: Class 19 contains 3391 members 
Mstep: Class 20 contains 90352 members 
Mstep: Class 21 contains 33730 members 
Mstep: Class 22 contains 12243 members 
Mstep: Class 23 contains 9505 members 
Mstep: Class 24 contains 3619 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 86843 members 
Mstep: Class 29 contains 6098 members 
Mstep: Class 30 contains 42874 members 
Mstep: Class 31 contains 28527 members 
Mstep: Class 32 contains 6030 members 
Mstep: Class 33 contains 3088 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 85024 members 
Mstep: Class 36 contains 1430 members 
Mstep: Class 37 contains 23759 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 97790 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 19625 members 
Mstep: Class 44 contains 92699 members 
Mstep: Class 45 contains 7519 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 22857 members 
Mstep: Class 49 contains 13562 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 4599 members 
Mstep: Class 53 contains 82769 members 
Mstep: Class 54 contains 38010 members 
Mstep: Class 55 contains 5990 members 
Mstep: Class 56 contains 722 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 138780 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194722256.000000 Penalty: 137671.796875
Iteration 421Q: 60 clusters Score -1.947223e+08 nChanged 10650
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 197140 members 
Mstep: Class 3 contains 78893 members 
Mstep: Class 4 contains 8688 members 
Mstep: Class 5 contains 9113 members 
Mstep: Class 6 contains 35030 members 
Mstep: Class 7 contains 77761 members 
Mstep: Class 8 contains 14185 members 
Mstep: Class 9 contains 36651 members 
Mstep: Class 10 contains 9142 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8884 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19157 members 
Mstep: Class 16 contains 67918 members 
Mstep: Class 17 contains 109695 members 
Mstep: Class 18 contains 65779 members 
Mstep: Class 19 contains 3391 members 
Mstep: Class 20 contains 89978 members 
Mstep: Class 21 contains 33732 members 
Mstep: Class 22 contains 12182 members 
Mstep: Class 23 contains 9503 members 
Mstep: Class 24 contains 3619 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 86601 members 
Mstep: Class 29 contains 6098 members 
Mstep: Class 30 contains 42655 members 
Mstep: Class 31 contains 28563 members 
Mstep: Class 32 contains 6030 members 
Mstep: Class 33 contains 3077 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 87433 members 
Mstep: Class 36 contains 1430 members 
Mstep: Class 37 contains 23801 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 97938 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 19654 members 
Mstep: Class 44 contains 93039 members 
Mstep: Class 45 contains 7433 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 22713 members 
Mstep: Class 49 contains 13564 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 4583 members 
Mstep: Class 53 contains 83083 members 
Mstep: Class 54 contains 37326 members 
Mstep: Class 55 contains 5971 members 
Mstep: Class 56 contains 722 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 138375 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194722368.000000 Penalty: 137671.796875
Iteration 422Q: 60 clusters Score -1.947224e+08 nChanged 10256
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 197129 members 
Mstep: Class 3 contains 78979 members 
Mstep: Class 4 contains 8689 members 
Mstep: Class 5 contains 9134 members 
Mstep: Class 6 contains 35025 members 
Mstep: Class 7 contains 77804 members 
Mstep: Class 8 contains 14184 members 
Mstep: Class 9 contains 36651 members 
Mstep: Class 10 contains 9144 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8884 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19160 members 
Mstep: Class 16 contains 67917 members 
Mstep: Class 17 contains 109512 members 
Mstep: Class 18 contains 64645 members 
Mstep: Class 19 contains 3391 members 
Mstep: Class 20 contains 89942 members 
Mstep: Class 21 contains 33731 members 
Mstep: Class 22 contains 12111 members 
Mstep: Class 23 contains 9502 members 
Mstep: Class 24 contains 3619 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 86406 members 
Mstep: Class 29 contains 6098 members 
Mstep: Class 30 contains 42327 members 
Mstep: Class 31 contains 28589 members 
Mstep: Class 32 contains 6030 members 
Mstep: Class 33 contains 3070 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 89785 members 
Mstep: Class 36 contains 1429 members 
Mstep: Class 37 contains 23850 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 98087 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 19670 members 
Mstep: Class 44 contains 93217 members 
Mstep: Class 45 contains 7375 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 22579 members 
Mstep: Class 49 contains 13567 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 4572 members 
Mstep: Class 53 contains 83631 members 
Mstep: Class 54 contains 36656 members 
Mstep: Class 55 contains 5954 members 
Mstep: Class 56 contains 722 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 137760 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194723296.000000 Penalty: 137671.796875
Iteration 423Q: 60 clusters Score -1.947233e+08 nChanged 10199
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 197130 members 
Mstep: Class 3 contains 79034 members 
Mstep: Class 4 contains 8695 members 
Mstep: Class 5 contains 9173 members 
Mstep: Class 6 contains 35037 members 
Mstep: Class 7 contains 77839 members 
Mstep: Class 8 contains 14180 members 
Mstep: Class 9 contains 36647 members 
Mstep: Class 10 contains 9142 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8883 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19159 members 
Mstep: Class 16 contains 67915 members 
Mstep: Class 17 contains 109318 members 
Mstep: Class 18 contains 63652 members 
Mstep: Class 19 contains 3391 members 
Mstep: Class 20 contains 90534 members 
Mstep: Class 21 contains 33734 members 
Mstep: Class 22 contains 12014 members 
Mstep: Class 23 contains 9501 members 
Mstep: Class 24 contains 3618 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 86201 members 
Mstep: Class 29 contains 6098 members 
Mstep: Class 30 contains 42113 members 
Mstep: Class 31 contains 28598 members 
Mstep: Class 32 contains 6031 members 
Mstep: Class 33 contains 3061 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 92125 members 
Mstep: Class 36 contains 1429 members 
Mstep: Class 37 contains 23903 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 98195 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 19690 members 
Mstep: Class 44 contains 93237 members 
Mstep: Class 45 contains 7313 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 22437 members 
Mstep: Class 49 contains 13572 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 4562 members 
Mstep: Class 53 contains 84144 members 
Mstep: Class 54 contains 35998 members 
Mstep: Class 55 contains 5937 members 
Mstep: Class 56 contains 722 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 136568 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194724128.000000 Penalty: 137671.796875
Iteration 424Q: 60 clusters Score -1.947241e+08 nChanged 10497
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 197129 members 
Mstep: Class 3 contains 79092 members 
Mstep: Class 4 contains 8700 members 
Mstep: Class 5 contains 9211 members 
Mstep: Class 6 contains 35044 members 
Mstep: Class 7 contains 77836 members 
Mstep: Class 8 contains 14178 members 
Mstep: Class 9 contains 36645 members 
Mstep: Class 10 contains 9147 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8882 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19157 members 
Mstep: Class 16 contains 67912 members 
Mstep: Class 17 contains 109164 members 
Mstep: Class 18 contains 62747 members 
Mstep: Class 19 contains 3392 members 
Mstep: Class 20 contains 91712 members 
Mstep: Class 21 contains 33737 members 
Mstep: Class 22 contains 11921 members 
Mstep: Class 23 contains 9500 members 
Mstep: Class 24 contains 3616 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 85942 members 
Mstep: Class 29 contains 6099 members 
Mstep: Class 30 contains 42052 members 
Mstep: Class 31 contains 28601 members 
Mstep: Class 32 contains 6032 members 
Mstep: Class 33 contains 3057 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 94610 members 
Mstep: Class 36 contains 1430 members 
Mstep: Class 37 contains 23948 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 98242 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 19711 members 
Mstep: Class 44 contains 93008 members 
Mstep: Class 45 contains 7257 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 22302 members 
Mstep: Class 49 contains 13576 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 4554 members 
Mstep: Class 53 contains 84661 members 
Mstep: Class 54 contains 35396 members 
Mstep: Class 55 contains 5918 members 
Mstep: Class 56 contains 722 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 134686 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194726064.000000 Penalty: 137671.796875
Iteration 425Q: 60 clusters Score -1.947261e+08 nChanged 11672
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 197122 members 
Mstep: Class 3 contains 79128 members 
Mstep: Class 4 contains 8704 members 
Mstep: Class 5 contains 9258 members 
Mstep: Class 6 contains 35047 members 
Mstep: Class 7 contains 77795 members 
Mstep: Class 8 contains 14177 members 
Mstep: Class 9 contains 36641 members 
Mstep: Class 10 contains 9155 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8882 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19158 members 
Mstep: Class 16 contains 67912 members 
Mstep: Class 17 contains 108961 members 
Mstep: Class 18 contains 61891 members 
Mstep: Class 19 contains 3392 members 
Mstep: Class 20 contains 93480 members 
Mstep: Class 21 contains 33741 members 
Mstep: Class 22 contains 11836 members 
Mstep: Class 23 contains 9501 members 
Mstep: Class 24 contains 3613 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 85703 members 
Mstep: Class 29 contains 6101 members 
Mstep: Class 30 contains 41853 members 
Mstep: Class 31 contains 28608 members 
Mstep: Class 32 contains 6034 members 
Mstep: Class 33 contains 3045 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 97183 members 
Mstep: Class 36 contains 1430 members 
Mstep: Class 37 contains 24024 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 98219 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 19735 members 
Mstep: Class 44 contains 93051 members 
Mstep: Class 45 contains 7179 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 22141 members 
Mstep: Class 49 contains 13577 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 4545 members 
Mstep: Class 53 contains 85141 members 
Mstep: Class 54 contains 34743 members 
Mstep: Class 55 contains 5904 members 
Mstep: Class 56 contains 722 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 132190 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194727232.000000 Penalty: 137671.796875
Iteration 426Q: 60 clusters Score -1.947272e+08 nChanged 13013
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 197134 members 
Mstep: Class 3 contains 79184 members 
Mstep: Class 4 contains 8712 members 
Mstep: Class 5 contains 9277 members 
Mstep: Class 6 contains 35058 members 
Mstep: Class 7 contains 77810 members 
Mstep: Class 8 contains 14177 members 
Mstep: Class 9 contains 36637 members 
Mstep: Class 10 contains 9153 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8882 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19156 members 
Mstep: Class 16 contains 67912 members 
Mstep: Class 17 contains 108883 members 
Mstep: Class 18 contains 61047 members 
Mstep: Class 19 contains 3390 members 
Mstep: Class 20 contains 95925 members 
Mstep: Class 21 contains 33749 members 
Mstep: Class 22 contains 11737 members 
Mstep: Class 23 contains 9500 members 
Mstep: Class 24 contains 3612 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 85439 members 
Mstep: Class 29 contains 6102 members 
Mstep: Class 30 contains 41983 members 
Mstep: Class 31 contains 28622 members 
Mstep: Class 32 contains 6034 members 
Mstep: Class 33 contains 3037 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 99202 members 
Mstep: Class 36 contains 1428 members 
Mstep: Class 37 contains 24108 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 98138 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 19764 members 
Mstep: Class 44 contains 92995 members 
Mstep: Class 45 contains 7100 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 21972 members 
Mstep: Class 49 contains 13577 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 4534 members 
Mstep: Class 53 contains 85646 members 
Mstep: Class 54 contains 34015 members 
Mstep: Class 55 contains 5892 members 
Mstep: Class 56 contains 723 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 129273 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728672.000000 Penalty: 137671.796875
Iteration 427Q: 60 clusters Score -1.947287e+08 nChanged 14745
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 197152 members 
Mstep: Class 3 contains 79185 members 
Mstep: Class 4 contains 8713 members 
Mstep: Class 5 contains 9283 members 
Mstep: Class 6 contains 35057 members 
Mstep: Class 7 contains 77808 members 
Mstep: Class 8 contains 14178 members 
Mstep: Class 9 contains 36636 members 
Mstep: Class 10 contains 9149 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8882 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19153 members 
Mstep: Class 16 contains 67910 members 
Mstep: Class 17 contains 108739 members 
Mstep: Class 18 contains 60238 members 
Mstep: Class 19 contains 3389 members 
Mstep: Class 20 contains 98795 members 
Mstep: Class 21 contains 33755 members 
Mstep: Class 22 contains 11624 members 
Mstep: Class 23 contains 9501 members 
Mstep: Class 24 contains 3612 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 85181 members 
Mstep: Class 29 contains 6103 members 
Mstep: Class 30 contains 42697 members 
Mstep: Class 31 contains 28631 members 
Mstep: Class 32 contains 6034 members 
Mstep: Class 33 contains 3020 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 100976 members 
Mstep: Class 36 contains 1429 members 
Mstep: Class 37 contains 24219 members 
Mstep: Class 38 contains 1276 members 
Mstep: Class 39 contains 97799 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 19777 members 
Mstep: Class 44 contains 92720 members 
Mstep: Class 45 contains 7034 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 21635 members 
Mstep: Class 49 contains 13577 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 4522 members 
Mstep: Class 53 contains 86114 members 
Mstep: Class 54 contains 33284 members 
Mstep: Class 55 contains 5865 members 
Mstep: Class 56 contains 723 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 126420 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194730208.000000 Penalty: 137671.796875
Iteration 428Q: 60 clusters Score -1.947302e+08 nChanged 15590
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 197148 members 
Mstep: Class 3 contains 79198 members 
Mstep: Class 4 contains 8704 members 
Mstep: Class 5 contains 9285 members 
Mstep: Class 6 contains 35076 members 
Mstep: Class 7 contains 77841 members 
Mstep: Class 8 contains 14179 members 
Mstep: Class 9 contains 36633 members 
Mstep: Class 10 contains 9140 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8882 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19150 members 
Mstep: Class 16 contains 67907 members 
Mstep: Class 17 contains 108593 members 
Mstep: Class 18 contains 59391 members 
Mstep: Class 19 contains 3389 members 
Mstep: Class 20 contains 102244 members 
Mstep: Class 21 contains 33761 members 
Mstep: Class 22 contains 11488 members 
Mstep: Class 23 contains 9500 members 
Mstep: Class 24 contains 3612 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 84920 members 
Mstep: Class 29 contains 6101 members 
Mstep: Class 30 contains 43776 members 
Mstep: Class 31 contains 28638 members 
Mstep: Class 32 contains 6033 members 
Mstep: Class 33 contains 3007 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 101845 members 
Mstep: Class 36 contains 1429 members 
Mstep: Class 37 contains 24332 members 
Mstep: Class 38 contains 1276 members 
Mstep: Class 39 contains 97421 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 19788 members 
Mstep: Class 44 contains 92373 members 
Mstep: Class 45 contains 6952 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 21172 members 
Mstep: Class 49 contains 13577 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 4515 members 
Mstep: Class 53 contains 86648 members 
Mstep: Class 54 contains 32606 members 
Mstep: Class 55 contains 5834 members 
Mstep: Class 56 contains 723 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 123706 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194731168.000000 Penalty: 137671.796875
Iteration 429Q: 60 clusters Score -1.947312e+08 nChanged 16750
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 197149 members 
Mstep: Class 3 contains 79206 members 
Mstep: Class 4 contains 8712 members 
Mstep: Class 5 contains 9317 members 
Mstep: Class 6 contains 35091 members 
Mstep: Class 7 contains 77823 members 
Mstep: Class 8 contains 14180 members 
Mstep: Class 9 contains 36630 members 
Mstep: Class 10 contains 9132 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8882 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19149 members 
Mstep: Class 16 contains 67903 members 
Mstep: Class 17 contains 108416 members 
Mstep: Class 18 contains 58499 members 
Mstep: Class 19 contains 3388 members 
Mstep: Class 20 contains 106060 members 
Mstep: Class 21 contains 33770 members 
Mstep: Class 22 contains 11365 members 
Mstep: Class 23 contains 9498 members 
Mstep: Class 24 contains 3612 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 84634 members 
Mstep: Class 29 contains 6101 members 
Mstep: Class 30 contains 45384 members 
Mstep: Class 31 contains 28649 members 
Mstep: Class 32 contains 6035 members 
Mstep: Class 33 contains 2991 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 102145 members 
Mstep: Class 36 contains 1431 members 
Mstep: Class 37 contains 24453 members 
Mstep: Class 38 contains 1276 members 
Mstep: Class 39 contains 96940 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 19803 members 
Mstep: Class 44 contains 91774 members 
Mstep: Class 45 contains 6871 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 20585 members 
Mstep: Class 49 contains 13576 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 4503 members 
Mstep: Class 53 contains 87120 members 
Mstep: Class 54 contains 32004 members 
Mstep: Class 55 contains 5799 members 
Mstep: Class 56 contains 723 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 121217 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194732496.000000 Penalty: 137671.796875
Iteration 430Q: 60 clusters Score -1.947325e+08 nChanged 16943
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 197137 members 
Mstep: Class 3 contains 79138 members 
Mstep: Class 4 contains 8717 members 
Mstep: Class 5 contains 9341 members 
Mstep: Class 6 contains 35090 members 
Mstep: Class 7 contains 77859 members 
Mstep: Class 8 contains 14178 members 
Mstep: Class 9 contains 36625 members 
Mstep: Class 10 contains 9126 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8883 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19149 members 
Mstep: Class 16 contains 67894 members 
Mstep: Class 17 contains 108224 members 
Mstep: Class 18 contains 57608 members 
Mstep: Class 19 contains 3389 members 
Mstep: Class 20 contains 110051 members 
Mstep: Class 21 contains 33772 members 
Mstep: Class 22 contains 11207 members 
Mstep: Class 23 contains 9493 members 
Mstep: Class 24 contains 3612 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 84359 members 
Mstep: Class 29 contains 6101 members 
Mstep: Class 30 contains 46927 members 
Mstep: Class 31 contains 28673 members 
Mstep: Class 32 contains 6037 members 
Mstep: Class 33 contains 2976 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 102253 members 
Mstep: Class 36 contains 1431 members 
Mstep: Class 37 contains 24563 members 
Mstep: Class 38 contains 1276 members 
Mstep: Class 39 contains 96292 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 19821 members 
Mstep: Class 44 contains 91313 members 
Mstep: Class 45 contains 6790 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 19897 members 
Mstep: Class 49 contains 13578 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 4483 members 
Mstep: Class 53 contains 87356 members 
Mstep: Class 54 contains 31495 members 
Mstep: Class 55 contains 5755 members 
Mstep: Class 56 contains 723 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 119200 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194732928.000000 Penalty: 137671.796875
Iteration 431Q: 60 clusters Score -1.947329e+08 nChanged 17580
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 197134 members 
Mstep: Class 3 contains 79086 members 
Mstep: Class 4 contains 8724 members 
Mstep: Class 5 contains 9364 members 
Mstep: Class 6 contains 35115 members 
Mstep: Class 7 contains 77886 members 
Mstep: Class 8 contains 14178 members 
Mstep: Class 9 contains 36624 members 
Mstep: Class 10 contains 9117 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8884 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19148 members 
Mstep: Class 16 contains 67887 members 
Mstep: Class 17 contains 107989 members 
Mstep: Class 18 contains 56635 members 
Mstep: Class 19 contains 3390 members 
Mstep: Class 20 contains 114168 members 
Mstep: Class 21 contains 33771 members 
Mstep: Class 22 contains 11043 members 
Mstep: Class 23 contains 9488 members 
Mstep: Class 24 contains 3612 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 84109 members 
Mstep: Class 29 contains 6101 members 
Mstep: Class 30 contains 48744 members 
Mstep: Class 31 contains 28705 members 
Mstep: Class 32 contains 6038 members 
Mstep: Class 33 contains 2962 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 101859 members 
Mstep: Class 36 contains 1431 members 
Mstep: Class 37 contains 24666 members 
Mstep: Class 38 contains 1276 members 
Mstep: Class 39 contains 95619 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 19811 members 
Mstep: Class 44 contains 90885 members 
Mstep: Class 45 contains 6708 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 19114 members 
Mstep: Class 49 contains 13578 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 4480 members 
Mstep: Class 53 contains 87522 members 
Mstep: Class 54 contains 31031 members 
Mstep: Class 55 contains 5718 members 
Mstep: Class 56 contains 722 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 117473 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194733888.000000 Penalty: 137671.796875
Iteration 432Q: 60 clusters Score -1.947339e+08 nChanged 16071
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 197137 members 
Mstep: Class 3 contains 79042 members 
Mstep: Class 4 contains 8711 members 
Mstep: Class 5 contains 9400 members 
Mstep: Class 6 contains 35131 members 
Mstep: Class 7 contains 77921 members 
Mstep: Class 8 contains 14175 members 
Mstep: Class 9 contains 36622 members 
Mstep: Class 10 contains 9106 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8884 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19146 members 
Mstep: Class 16 contains 67882 members 
Mstep: Class 17 contains 107701 members 
Mstep: Class 18 contains 55712 members 
Mstep: Class 19 contains 3390 members 
Mstep: Class 20 contains 117624 members 
Mstep: Class 21 contains 33774 members 
Mstep: Class 22 contains 10870 members 
Mstep: Class 23 contains 9488 members 
Mstep: Class 24 contains 3613 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 83857 members 
Mstep: Class 29 contains 6101 members 
Mstep: Class 30 contains 49982 members 
Mstep: Class 31 contains 28730 members 
Mstep: Class 32 contains 6042 members 
Mstep: Class 33 contains 2945 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 102329 members 
Mstep: Class 36 contains 1430 members 
Mstep: Class 37 contains 24770 members 
Mstep: Class 38 contains 1276 members 
Mstep: Class 39 contains 95024 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 19811 members 
Mstep: Class 44 contains 90652 members 
Mstep: Class 45 contains 6640 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 18331 members 
Mstep: Class 49 contains 13578 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 4474 members 
Mstep: Class 53 contains 87596 members 
Mstep: Class 54 contains 30573 members 
Mstep: Class 55 contains 5674 members 
Mstep: Class 56 contains 722 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 115935 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194732864.000000 Penalty: 137671.796875
Iteration 433Q: 60 clusters Score -1.947329e+08 nChanged 15683
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 197133 members 
Mstep: Class 3 contains 79015 members 
Mstep: Class 4 contains 8711 members 
Mstep: Class 5 contains 9423 members 
Mstep: Class 6 contains 35129 members 
Mstep: Class 7 contains 77934 members 
Mstep: Class 8 contains 14176 members 
Mstep: Class 9 contains 36618 members 
Mstep: Class 10 contains 9102 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8885 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19147 members 
Mstep: Class 16 contains 67876 members 
Mstep: Class 17 contains 107405 members 
Mstep: Class 18 contains 54826 members 
Mstep: Class 19 contains 3390 members 
Mstep: Class 20 contains 120831 members 
Mstep: Class 21 contains 33774 members 
Mstep: Class 22 contains 10718 members 
Mstep: Class 23 contains 9485 members 
Mstep: Class 24 contains 3612 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 83593 members 
Mstep: Class 29 contains 6101 members 
Mstep: Class 30 contains 51517 members 
Mstep: Class 31 contains 28757 members 
Mstep: Class 32 contains 6043 members 
Mstep: Class 33 contains 2935 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 102585 members 
Mstep: Class 36 contains 1430 members 
Mstep: Class 37 contains 24872 members 
Mstep: Class 38 contains 1276 members 
Mstep: Class 39 contains 94399 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 19799 members 
Mstep: Class 44 contains 90183 members 
Mstep: Class 45 contains 6573 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 17545 members 
Mstep: Class 49 contains 13578 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 4473 members 
Mstep: Class 53 contains 87523 members 
Mstep: Class 54 contains 30156 members 
Mstep: Class 55 contains 5645 members 
Mstep: Class 56 contains 722 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 114906 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194731824.000000 Penalty: 137671.796875
Iteration 434Q: 60 clusters Score -1.947318e+08 nChanged 14850
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 197143 members 
Mstep: Class 3 contains 79004 members 
Mstep: Class 4 contains 8717 members 
Mstep: Class 5 contains 9440 members 
Mstep: Class 6 contains 35122 members 
Mstep: Class 7 contains 77969 members 
Mstep: Class 8 contains 14177 members 
Mstep: Class 9 contains 36615 members 
Mstep: Class 10 contains 9104 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8885 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19147 members 
Mstep: Class 16 contains 67869 members 
Mstep: Class 17 contains 107133 members 
Mstep: Class 18 contains 53997 members 
Mstep: Class 19 contains 3390 members 
Mstep: Class 20 contains 123770 members 
Mstep: Class 21 contains 33771 members 
Mstep: Class 22 contains 10589 members 
Mstep: Class 23 contains 9483 members 
Mstep: Class 24 contains 3612 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 83351 members 
Mstep: Class 29 contains 6101 members 
Mstep: Class 30 contains 53066 members 
Mstep: Class 31 contains 28784 members 
Mstep: Class 32 contains 6045 members 
Mstep: Class 33 contains 2917 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 102660 members 
Mstep: Class 36 contains 1431 members 
Mstep: Class 37 contains 24957 members 
Mstep: Class 38 contains 1276 members 
Mstep: Class 39 contains 93740 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 19795 members 
Mstep: Class 44 contains 89534 members 
Mstep: Class 45 contains 6507 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 16817 members 
Mstep: Class 49 contains 13577 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 4468 members 
Mstep: Class 53 contains 87507 members 
Mstep: Class 54 contains 29675 members 
Mstep: Class 55 contains 5606 members 
Mstep: Class 56 contains 722 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 114340 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194730560.000000 Penalty: 137671.796875
Iteration 435Q: 60 clusters Score -1.947306e+08 nChanged 13914
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 197145 members 
Mstep: Class 3 contains 78949 members 
Mstep: Class 4 contains 8725 members 
Mstep: Class 5 contains 9469 members 
Mstep: Class 6 contains 35149 members 
Mstep: Class 7 contains 78023 members 
Mstep: Class 8 contains 14176 members 
Mstep: Class 9 contains 36611 members 
Mstep: Class 10 contains 9099 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8885 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19146 members 
Mstep: Class 16 contains 67862 members 
Mstep: Class 17 contains 106893 members 
Mstep: Class 18 contains 53088 members 
Mstep: Class 19 contains 3389 members 
Mstep: Class 20 contains 126163 members 
Mstep: Class 21 contains 33771 members 
Mstep: Class 22 contains 10475 members 
Mstep: Class 23 contains 9481 members 
Mstep: Class 24 contains 3612 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 83080 members 
Mstep: Class 29 contains 6100 members 
Mstep: Class 30 contains 54438 members 
Mstep: Class 31 contains 28802 members 
Mstep: Class 32 contains 6048 members 
Mstep: Class 33 contains 2890 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 102907 members 
Mstep: Class 36 contains 1433 members 
Mstep: Class 37 contains 25061 members 
Mstep: Class 38 contains 1276 members 
Mstep: Class 39 contains 93106 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 19789 members 
Mstep: Class 44 contains 88977 members 
Mstep: Class 45 contains 6429 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 16063 members 
Mstep: Class 49 contains 13577 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 4464 members 
Mstep: Class 53 contains 87426 members 
Mstep: Class 54 contains 29241 members 
Mstep: Class 55 contains 5570 members 
Mstep: Class 56 contains 722 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 114311 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728944.000000 Penalty: 137671.796875
Iteration 436Q: 60 clusters Score -1.947289e+08 nChanged 13045
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 197154 members 
Mstep: Class 3 contains 78911 members 
Mstep: Class 4 contains 8723 members 
Mstep: Class 5 contains 9506 members 
Mstep: Class 6 contains 35154 members 
Mstep: Class 7 contains 78042 members 
Mstep: Class 8 contains 14176 members 
Mstep: Class 9 contains 36613 members 
Mstep: Class 10 contains 9093 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8885 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19147 members 
Mstep: Class 16 contains 67864 members 
Mstep: Class 17 contains 106637 members 
Mstep: Class 18 contains 52341 members 
Mstep: Class 19 contains 3389 members 
Mstep: Class 20 contains 128480 members 
Mstep: Class 21 contains 33770 members 
Mstep: Class 22 contains 10347 members 
Mstep: Class 23 contains 9476 members 
Mstep: Class 24 contains 3612 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 82811 members 
Mstep: Class 29 contains 6101 members 
Mstep: Class 30 contains 55648 members 
Mstep: Class 31 contains 28813 members 
Mstep: Class 32 contains 6049 members 
Mstep: Class 33 contains 2874 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 102965 members 
Mstep: Class 36 contains 1431 members 
Mstep: Class 37 contains 25146 members 
Mstep: Class 38 contains 1276 members 
Mstep: Class 39 contains 92565 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 19759 members 
Mstep: Class 44 contains 88402 members 
Mstep: Class 45 contains 6352 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 15302 members 
Mstep: Class 49 contains 13577 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 4468 members 
Mstep: Class 53 contains 87320 members 
Mstep: Class 54 contains 28821 members 
Mstep: Class 55 contains 5531 members 
Mstep: Class 56 contains 722 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 114580 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728272.000000 Penalty: 137671.796875
Iteration 437Q: 60 clusters Score -1.947283e+08 nChanged 12603
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 197150 members 
Mstep: Class 3 contains 78898 members 
Mstep: Class 4 contains 8723 members 
Mstep: Class 5 contains 9565 members 
Mstep: Class 6 contains 35155 members 
Mstep: Class 7 contains 78088 members 
Mstep: Class 8 contains 14176 members 
Mstep: Class 9 contains 36614 members 
Mstep: Class 10 contains 9086 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8886 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19147 members 
Mstep: Class 16 contains 67862 members 
Mstep: Class 17 contains 106346 members 
Mstep: Class 18 contains 51539 members 
Mstep: Class 19 contains 3389 members 
Mstep: Class 20 contains 130816 members 
Mstep: Class 21 contains 33769 members 
Mstep: Class 22 contains 10212 members 
Mstep: Class 23 contains 9473 members 
Mstep: Class 24 contains 3612 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 82505 members 
Mstep: Class 29 contains 6100 members 
Mstep: Class 30 contains 56611 members 
Mstep: Class 31 contains 28834 members 
Mstep: Class 32 contains 6049 members 
Mstep: Class 33 contains 2850 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 102690 members 
Mstep: Class 36 contains 1429 members 
Mstep: Class 37 contains 25234 members 
Mstep: Class 38 contains 1276 members 
Mstep: Class 39 contains 91980 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 19748 members 
Mstep: Class 44 contains 88113 members 
Mstep: Class 45 contains 6275 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 14548 members 
Mstep: Class 49 contains 13576 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 4477 members 
Mstep: Class 53 contains 87117 members 
Mstep: Class 54 contains 28401 members 
Mstep: Class 55 contains 5491 members 
Mstep: Class 56 contains 722 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 115312 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194726272.000000 Penalty: 137671.796875
Iteration 438Q: 60 clusters Score -1.947263e+08 nChanged 11830
Entering ConstructFrom: 
Score: -194726272.000000 Penalty: 137671.796875
Entering ConstructFrom: 
Trying to split cluster 1 (13921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Entering Unmasked Estep 
Score: -1612404.125000 Penalty: 1550.437500
	Iteration 0F: 2 clusters Score -1612404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1602612.875000 Penalty: 3100.875000
	Iteration 0F: 3 clusters Score -1602613 nChanged 6189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1605859.500000 Penalty: 3100.875000
	Iteration 1F: 3 clusters Score -1605860 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1606157.625000 Penalty: 3100.875000
	Iteration 2F: 3 clusters Score -1606158 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1606434.875000 Penalty: 3100.875000
	Iteration 3Q: 3 clusters Score -1606435 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1606733.875000 Penalty: 3100.875000
	Iteration 4Q: 3 clusters Score -1606734 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1607107.250000 Penalty: 3100.875000
	Iteration 5Q: 3 clusters Score -1607107 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1607498.750000 Penalty: 3100.875000
	Iteration 6Q: 3 clusters Score -1607499 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1607986.000000 Penalty: 3100.875000
	Iteration 7Q: 3 clusters Score -1607986 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1608564.875000 Penalty: 3100.875000
	Iteration 8F: 3 clusters Score -1608565 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1609118.500000 Penalty: 3100.875000
	Iteration 9Q: 3 clusters Score -1609118 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1609552.250000 Penalty: 3100.875000
	Iteration 10Q: 3 clusters Score -1609552 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1609885.875000 Penalty: 3100.875000
	Iteration 11Q: 3 clusters Score -1609886 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1610148.625000 Penalty: 3100.875000
	Iteration 12Q: 3 clusters Score -1610149 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1610333.125000 Penalty: 3100.875000
	Iteration 13Q: 3 clusters Score -1610333 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1610470.250000 Penalty: 3100.875000
	Iteration 14Q: 3 clusters Score -1610470 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1610578.500000 Penalty: 3100.875000
	Iteration 15Q: 3 clusters Score -1610578 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1610654.625000 Penalty: 3100.875000
	Iteration 16Q: 3 clusters Score -1610655 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1610717.250000 Penalty: 3100.875000
	Iteration 17Q: 3 clusters Score -1610717 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1610754.375000 Penalty: 3100.875000
	Iteration 18Q: 3 clusters Score -1610754 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1610790.750000 Penalty: 3100.875000
	Iteration 19Q: 3 clusters Score -1610791 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1610828.875000 Penalty: 3100.875000
	Iteration 20F: 3 clusters Score -1610829 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1610856.750000 Penalty: 3100.875000
	Iteration 21Q: 3 clusters Score -1610857 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1610879.750000 Penalty: 3100.875000
	Iteration 22Q: 3 clusters Score -1610880 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1610908.000000 Penalty: 3100.875000
	Iteration 23Q: 3 clusters Score -1610908 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1610929.125000 Penalty: 3100.875000
	Iteration 24Q: 3 clusters Score -1610929 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1610952.625000 Penalty: 3100.875000
	Iteration 25Q: 3 clusters Score -1610953 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1610970.000000 Penalty: 3100.875000
	Iteration 26Q: 3 clusters Score -1610970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1610983.750000 Penalty: 3100.875000
	Iteration 27Q: 3 clusters Score -1610984 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1611000.125000 Penalty: 3100.875000
	Iteration 28Q: 3 clusters Score -1611000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1611009.125000 Penalty: 3100.875000
	Iteration 29Q: 3 clusters Score -1611009 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1611020.250000 Penalty: 3100.875000
	Iteration 30Q: 3 clusters Score -1611020 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1611029.875000 Penalty: 3100.875000
	Iteration 31Q: 3 clusters Score -1611030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1611043.750000 Penalty: 3100.875000
	Iteration 32Q: 3 clusters Score -1611044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1611046.250000 Penalty: 3100.875000
	Iteration 33Q: 3 clusters Score -1611046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1611048.750000 Penalty: 3100.875000
	Iteration 34Q: 3 clusters Score -1611049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1611051.750000 Penalty: 3100.875000
	Iteration 35Q: 3 clusters Score -1611052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1611052.000000 Penalty: 3100.875000
	Iteration 36Q: 3 clusters Score -1611052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1611058.500000 Penalty: 3100.875000
	Iteration 37Q: 3 clusters Score -1611058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1611060.250000 Penalty: 3100.875000
	Iteration 38Q: 3 clusters Score -1611060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1611067.875000 Penalty: 3100.875000
	Iteration 39Q: 3 clusters Score -1611068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1611067.500000 Penalty: 3100.875000
	Iteration 40F: 3 clusters Score -1611068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1611069.000000 Penalty: 3100.875000
	Iteration 41Q: 3 clusters Score -1611069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1611070.750000 Penalty: 3100.875000
	Iteration 42Q: 3 clusters Score -1611071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1611074.000000 Penalty: 3100.875000
	Iteration 43Q: 3 clusters Score -1611074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1611079.125000 Penalty: 3100.875000
	Iteration 44Q: 3 clusters Score -1611079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1611084.000000 Penalty: 3100.875000
	Iteration 45Q: 3 clusters Score -1611084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1611086.375000 Penalty: 3100.875000
	Iteration 46Q: 3 clusters Score -1611086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1611087.000000 Penalty: 3100.875000
	Iteration 47Q: 3 clusters Score -1611087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1611091.000000 Penalty: 3100.875000
	Iteration 48Q: 3 clusters Score -1611091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1611093.750000 Penalty: 3100.875000
	Iteration 49Q: 3 clusters Score -1611094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1611094.625000 Penalty: 3100.875000
	Iteration 50Q: 3 clusters Score -1611095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1611096.875000 Penalty: 3100.875000
	Iteration 51Q: 3 clusters Score -1611097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1611094.625000 Penalty: 3100.875000
	Iteration 52Q: 3 clusters Score -1611095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1611094.625000 Penalty: 3100.875000
	Iteration 53F: 3 clusters Score -1611095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (197157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197157 members 
Entering Unmasked Estep 
Score: -22590662.000000 Penalty: 1981.160278
	Iteration 0F: 2 clusters Score -2.259066e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98178 members 
Mstep: Class 2 contains 98979 members 
Entering Unmasked Estep 
Score: -22482622.000000 Penalty: 3962.320557
	Iteration 0F: 3 clusters Score -2.248262e+07 nChanged 95613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89003 members 
Mstep: Class 2 contains 108154 members 
Entering Unmasked Estep 
Score: -22539366.000000 Penalty: 3962.320557
	Iteration 1F: 3 clusters Score -2.253937e+07 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84378 members 
Mstep: Class 2 contains 112779 members 
Entering Unmasked Estep 
Score: -22541312.000000 Penalty: 3962.320557
	Iteration 2Q: 3 clusters Score -2.254131e+07 nChanged 8775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77473 members 
Mstep: Class 2 contains 119684 members 
Entering Unmasked Estep 
Score: -22544552.000000 Penalty: 3962.320557
	Iteration 3Q: 3 clusters Score -2.254455e+07 nChanged 11277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67864 members 
Mstep: Class 2 contains 129293 members 
Entering Unmasked Estep 
Score: -22550136.000000 Penalty: 3962.320557
	Iteration 4F: 3 clusters Score -2.255014e+07 nChanged 13372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55986 members 
Mstep: Class 2 contains 141171 members 
Entering Unmasked Estep 
Score: -22558364.000000 Penalty: 3962.320557
	Iteration 5F: 3 clusters Score -2.255836e+07 nChanged 14170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43248 members 
Mstep: Class 2 contains 153909 members 
Entering Unmasked Estep 
Score: -22568568.000000 Penalty: 3962.320557
	Iteration 6F: 3 clusters Score -2.256857e+07 nChanged 12281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32581 members 
Mstep: Class 2 contains 164576 members 
Entering Unmasked Estep 
Score: -22576442.000000 Penalty: 3962.320557
	Iteration 7F: 3 clusters Score -2.257644e+07 nChanged 9044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 171246 members 
Entering Unmasked Estep 
Score: -22581078.000000 Penalty: 3962.320557
	Iteration 8Q: 3 clusters Score -2.258108e+07 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 174396 members 
Entering Unmasked Estep 
Score: -22583202.000000 Penalty: 3962.320557
	Iteration 9Q: 3 clusters Score -2.25832e+07 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 175997 members 
Entering Unmasked Estep 
Score: -22584158.000000 Penalty: 3962.320557
	Iteration 10Q: 3 clusters Score -2.258416e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 177124 members 
Entering Unmasked Estep 
Score: -22584578.000000 Penalty: 3962.320557
	Iteration 11Q: 3 clusters Score -2.258458e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 178126 members 
Entering Unmasked Estep 
Score: -22584736.000000 Penalty: 3962.320557
	Iteration 12Q: 3 clusters Score -2.258474e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 179127 members 
Entering Unmasked Estep 
Score: -22584890.000000 Penalty: 3962.320557
	Iteration 13Q: 3 clusters Score -2.258489e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 180118 members 
Entering Unmasked Estep 
Score: -22585040.000000 Penalty: 3962.320557
	Iteration 14Q: 3 clusters Score -2.258504e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 181090 members 
Entering Unmasked Estep 
Score: -22585212.000000 Penalty: 3962.320557
	Iteration 15Q: 3 clusters Score -2.258521e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 181998 members 
Entering Unmasked Estep 
Score: -22585750.000000 Penalty: 3962.320557
	Iteration 16Q: 3 clusters Score -2.258575e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 182853 members 
Entering Unmasked Estep 
Score: -22586114.000000 Penalty: 3962.320557
	Iteration 17Q: 3 clusters Score -2.258611e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 183677 members 
Entering Unmasked Estep 
Score: -22586500.000000 Penalty: 3962.320557
	Iteration 18Q: 3 clusters Score -2.25865e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 184516 members 
Entering Unmasked Estep 
Score: -22586750.000000 Penalty: 3962.320557
	Iteration 19Q: 3 clusters Score -2.258675e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 185318 members 
Entering Unmasked Estep 
Score: -22587152.000000 Penalty: 3962.320557
	Iteration 20F: 3 clusters Score -2.258715e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 186128 members 
Entering Unmasked Estep 
Score: -22587430.000000 Penalty: 3962.320557
	Iteration 21Q: 3 clusters Score -2.258743e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 186892 members 
Entering Unmasked Estep 
Score: -22587728.000000 Penalty: 3962.320557
	Iteration 22Q: 3 clusters Score -2.258773e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 187662 members 
Entering Unmasked Estep 
Score: -22587910.000000 Penalty: 3962.320557
	Iteration 23Q: 3 clusters Score -2.258791e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 188347 members 
Entering Unmasked Estep 
Score: -22587958.000000 Penalty: 3962.320557
	Iteration 24Q: 3 clusters Score -2.258796e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 188999 members 
Entering Unmasked Estep 
Score: -22588148.000000 Penalty: 3962.320557
	Iteration 25Q: 3 clusters Score -2.258815e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 189598 members 
Entering Unmasked Estep 
Score: -22588216.000000 Penalty: 3962.320557
	Iteration 26Q: 3 clusters Score -2.258822e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 190184 members 
Entering Unmasked Estep 
Score: -22588298.000000 Penalty: 3962.320557
	Iteration 27Q: 3 clusters Score -2.25883e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 190737 members 
Entering Unmasked Estep 
Score: -22588404.000000 Penalty: 3962.320557
	Iteration 28Q: 3 clusters Score -2.25884e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 191228 members 
Entering Unmasked Estep 
Score: -22588506.000000 Penalty: 3962.320557
	Iteration 29Q: 3 clusters Score -2.258851e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 191706 members 
Entering Unmasked Estep 
Score: -22588610.000000 Penalty: 3962.320557
	Iteration 30Q: 3 clusters Score -2.258861e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 192109 members 
Entering Unmasked Estep 
Score: -22588662.000000 Penalty: 3962.320557
	Iteration 31Q: 3 clusters Score -2.258866e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 192492 members 
Entering Unmasked Estep 
Score: -22588616.000000 Penalty: 3962.320557
	Iteration 32Q: 3 clusters Score -2.258862e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 192826 members 
Entering Unmasked Estep 
Score: -22588656.000000 Penalty: 3962.320557
	Iteration 33Q: 3 clusters Score -2.258866e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 193112 members 
Entering Unmasked Estep 
Score: -22588762.000000 Penalty: 3962.320557
	Iteration 34Q: 3 clusters Score -2.258876e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 193366 members 
Entering Unmasked Estep 
Score: -22588852.000000 Penalty: 3962.320557
	Iteration 35Q: 3 clusters Score -2.258885e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 193617 members 
Entering Unmasked Estep 
Score: -22588930.000000 Penalty: 3962.320557
	Iteration 36Q: 3 clusters Score -2.258893e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 193835 members 
Entering Unmasked Estep 
Score: -22588978.000000 Penalty: 3962.320557
	Iteration 37Q: 3 clusters Score -2.258898e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 194034 members 
Entering Unmasked Estep 
Score: -22589048.000000 Penalty: 3962.320557
	Iteration 38Q: 3 clusters Score -2.258905e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 194228 members 
Entering Unmasked Estep 
Score: -22589112.000000 Penalty: 3962.320557
	Iteration 39Q: 3 clusters Score -2.258911e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 194399 members 
Entering Unmasked Estep 
Score: -22589112.000000 Penalty: 3962.320557
	Iteration 40F: 3 clusters Score -2.258911e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 194529 members 
Entering Unmasked Estep 
Score: -22589072.000000 Penalty: 3962.320557
	Iteration 41Q: 3 clusters Score -2.258907e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 194625 members 
Entering Unmasked Estep 
Score: -22589082.000000 Penalty: 3962.320557
	Iteration 42Q: 3 clusters Score -2.258908e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 194678 members 
Entering Unmasked Estep 
Score: -22589098.000000 Penalty: 3962.320557
	Iteration 43Q: 3 clusters Score -2.25891e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 194732 members 
Entering Unmasked Estep 
Score: -22589084.000000 Penalty: 3962.320557
	Iteration 44Q: 3 clusters Score -2.258908e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 194793 members 
Entering Unmasked Estep 
Score: -22589124.000000 Penalty: 3962.320557
	Iteration 45Q: 3 clusters Score -2.258912e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 194838 members 
Entering Unmasked Estep 
Score: -22589096.000000 Penalty: 3962.320557
	Iteration 46Q: 3 clusters Score -2.25891e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 194894 members 
Entering Unmasked Estep 
Score: -22589112.000000 Penalty: 3962.320557
	Iteration 47Q: 3 clusters Score -2.258911e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 194945 members 
Entering Unmasked Estep 
Score: -22589114.000000 Penalty: 3962.320557
	Iteration 48Q: 3 clusters Score -2.258911e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 195002 members 
Entering Unmasked Estep 
Score: -22589138.000000 Penalty: 3962.320557
	Iteration 49Q: 3 clusters Score -2.258914e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 195045 members 
Entering Unmasked Estep 
Score: -22589128.000000 Penalty: 3962.320557
	Iteration 50Q: 3 clusters Score -2.258913e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 195091 members 
Entering Unmasked Estep 
Score: -22589152.000000 Penalty: 3962.320557
	Iteration 51Q: 3 clusters Score -2.258915e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 195134 members 
Entering Unmasked Estep 
Score: -22589186.000000 Penalty: 3962.320557
	Iteration 52Q: 3 clusters Score -2.258919e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 195171 members 
Entering Unmasked Estep 
Score: -22589176.000000 Penalty: 3962.320557
	Iteration 53Q: 3 clusters Score -2.258918e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 195210 members 
Entering Unmasked Estep 
Score: -22589146.000000 Penalty: 3962.320557
	Iteration 54Q: 3 clusters Score -2.258915e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 195241 members 
Entering Unmasked Estep 
Score: -22589194.000000 Penalty: 3962.320557
	Iteration 55Q: 3 clusters Score -2.258919e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 195275 members 
Entering Unmasked Estep 
Score: -22589188.000000 Penalty: 3962.320557
	Iteration 56Q: 3 clusters Score -2.258919e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 195296 members 
Entering Unmasked Estep 
Score: -22589182.000000 Penalty: 3962.320557
	Iteration 57Q: 3 clusters Score -2.258918e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 195316 members 
Entering Unmasked Estep 
Score: -22589182.000000 Penalty: 3962.320557
	Iteration 58Q: 3 clusters Score -2.258918e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 195337 members 
Entering Unmasked Estep 
Score: -22589158.000000 Penalty: 3962.320557
	Iteration 59Q: 3 clusters Score -2.258916e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 195368 members 
Entering Unmasked Estep 
Score: -22589158.000000 Penalty: 3962.320557
	Iteration 60F: 3 clusters Score -2.258916e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 195393 members 
Entering Unmasked Estep 
Score: -22589200.000000 Penalty: 3962.320557
	Iteration 61Q: 3 clusters Score -2.25892e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 195419 members 
Entering Unmasked Estep 
Score: -22589212.000000 Penalty: 3962.320557
	Iteration 62Q: 3 clusters Score -2.258921e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 195434 members 
Entering Unmasked Estep 
Score: -22589226.000000 Penalty: 3962.320557
	Iteration 63Q: 3 clusters Score -2.258923e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 195443 members 
Entering Unmasked Estep 
Score: -22589238.000000 Penalty: 3962.320557
	Iteration 64Q: 3 clusters Score -2.258924e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 195453 members 
Entering Unmasked Estep 
Score: -22589226.000000 Penalty: 3962.320557
	Iteration 65Q: 3 clusters Score -2.258923e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 195470 members 
Entering Unmasked Estep 
Score: -22589252.000000 Penalty: 3962.320557
	Iteration 66Q: 3 clusters Score -2.258925e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 195488 members 
Entering Unmasked Estep 
Score: -22589236.000000 Penalty: 3962.320557
	Iteration 67Q: 3 clusters Score -2.258924e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 195502 members 
Entering Unmasked Estep 
Score: -22589238.000000 Penalty: 3962.320557
	Iteration 68Q: 3 clusters Score -2.258924e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 195515 members 
Entering Unmasked Estep 
Score: -22589240.000000 Penalty: 3962.320557
	Iteration 69Q: 3 clusters Score -2.258924e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 195530 members 
Entering Unmasked Estep 
Score: -22589246.000000 Penalty: 3962.320557
	Iteration 70Q: 3 clusters Score -2.258925e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 195541 members 
Entering Unmasked Estep 
Score: -22589240.000000 Penalty: 3962.320557
	Iteration 71Q: 3 clusters Score -2.258924e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 195554 members 
Entering Unmasked Estep 
Score: -22589256.000000 Penalty: 3962.320557
	Iteration 72Q: 3 clusters Score -2.258926e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 195564 members 
Entering Unmasked Estep 
Score: -22589258.000000 Penalty: 3962.320557
	Iteration 73Q: 3 clusters Score -2.258926e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 195577 members 
Entering Unmasked Estep 
Score: -22589278.000000 Penalty: 3962.320557
	Iteration 74Q: 3 clusters Score -2.258928e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 195594 members 
Entering Unmasked Estep 
Score: -22589280.000000 Penalty: 3962.320557
	Iteration 75Q: 3 clusters Score -2.258928e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 195608 members 
Entering Unmasked Estep 
Score: -22589306.000000 Penalty: 3962.320557
	Iteration 76Q: 3 clusters Score -2.258931e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 195624 members 
Entering Unmasked Estep 
Score: -22589334.000000 Penalty: 3962.320557
	Iteration 77Q: 3 clusters Score -2.258933e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 195635 members 
Entering Unmasked Estep 
Score: -22589342.000000 Penalty: 3962.320557
	Iteration 78Q: 3 clusters Score -2.258934e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 195646 members 
Entering Unmasked Estep 
Score: -22589348.000000 Penalty: 3962.320557
	Iteration 79Q: 3 clusters Score -2.258935e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 195659 members 
Entering Unmasked Estep 
Score: -22589354.000000 Penalty: 3962.320557
	Iteration 80F: 3 clusters Score -2.258935e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 195673 members 
Entering Unmasked Estep 
Score: -22589358.000000 Penalty: 3962.320557
	Iteration 81Q: 3 clusters Score -2.258936e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 195679 members 
Entering Unmasked Estep 
Score: -22589356.000000 Penalty: 3962.320557
	Iteration 82Q: 3 clusters Score -2.258936e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 195691 members 
Entering Unmasked Estep 
Score: -22589356.000000 Penalty: 3962.320557
	Iteration 83Q: 3 clusters Score -2.258936e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 195705 members 
Entering Unmasked Estep 
Score: -22589358.000000 Penalty: 3962.320557
	Iteration 84Q: 3 clusters Score -2.258936e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 195719 members 
Entering Unmasked Estep 
Score: -22589336.000000 Penalty: 3962.320557
	Iteration 85Q: 3 clusters Score -2.258934e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 195725 members 
Entering Unmasked Estep 
Score: -22589362.000000 Penalty: 3962.320557
	Iteration 86Q: 3 clusters Score -2.258936e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 195734 members 
Entering Unmasked Estep 
Score: -22589342.000000 Penalty: 3962.320557
	Iteration 87Q: 3 clusters Score -2.258934e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 195740 members 
Entering Unmasked Estep 
Score: -22589360.000000 Penalty: 3962.320557
	Iteration 88Q: 3 clusters Score -2.258936e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 195748 members 
Entering Unmasked Estep 
Score: -22589352.000000 Penalty: 3962.320557
	Iteration 89Q: 3 clusters Score -2.258935e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 195755 members 
Entering Unmasked Estep 
Score: -22589354.000000 Penalty: 3962.320557
	Iteration 90Q: 3 clusters Score -2.258935e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 195758 members 
Entering Unmasked Estep 
Score: -22589350.000000 Penalty: 3962.320557
	Iteration 91Q: 3 clusters Score -2.258935e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 195765 members 
Entering Unmasked Estep 
Score: -22589346.000000 Penalty: 3962.320557
	Iteration 92Q: 3 clusters Score -2.258935e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 195767 members 
Entering Unmasked Estep 
Score: -22589340.000000 Penalty: 3962.320557
	Iteration 93Q: 3 clusters Score -2.258934e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 195772 members 
Entering Unmasked Estep 
Score: -22589340.000000 Penalty: 3962.320557
	Iteration 94Q: 3 clusters Score -2.258934e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 195777 members 
Entering Unmasked Estep 
Score: -22589332.000000 Penalty: 3962.320557
	Iteration 95Q: 3 clusters Score -2.258933e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 195781 members 
Entering Unmasked Estep 
Score: -22589336.000000 Penalty: 3962.320557
	Iteration 96Q: 3 clusters Score -2.258934e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 195786 members 
Entering Unmasked Estep 
Score: -22589348.000000 Penalty: 3962.320557
	Iteration 97Q: 3 clusters Score -2.258935e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 195786 members 
Entering Unmasked Estep 
Score: -22589352.000000 Penalty: 3962.320557
	Iteration 98Q: 3 clusters Score -2.258935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 195787 members 
Entering Unmasked Estep 
Score: -22589364.000000 Penalty: 3962.320557
	Iteration 99Q: 3 clusters Score -2.258936e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 195791 members 
Entering Unmasked Estep 
Score: -22589368.000000 Penalty: 3962.320557
	Iteration 100F: 3 clusters Score -2.258937e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 195795 members 
Entering Unmasked Estep 
Score: -22589366.000000 Penalty: 3962.320557
	Iteration 101Q: 3 clusters Score -2.258937e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 195796 members 
Entering Unmasked Estep 
Score: -22589354.000000 Penalty: 3962.320557
	Iteration 102Q: 3 clusters Score -2.258935e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 195801 members 
Entering Unmasked Estep 
Score: -22589358.000000 Penalty: 3962.320557
	Iteration 103Q: 3 clusters Score -2.258936e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 195804 members 
Entering Unmasked Estep 
Score: -22589358.000000 Penalty: 3962.320557
	Iteration 104Q: 3 clusters Score -2.258936e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 195809 members 
Entering Unmasked Estep 
Score: -22589362.000000 Penalty: 3962.320557
	Iteration 105Q: 3 clusters Score -2.258936e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 195811 members 
Entering Unmasked Estep 
Score: -22589364.000000 Penalty: 3962.320557
	Iteration 106Q: 3 clusters Score -2.258936e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 195814 members 
Entering Unmasked Estep 
Score: -22589358.000000 Penalty: 3962.320557
	Iteration 107Q: 3 clusters Score -2.258936e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 195816 members 
Entering Unmasked Estep 
Score: -22589354.000000 Penalty: 3962.320557
	Iteration 108Q: 3 clusters Score -2.258935e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 195816 members 
Entering Unmasked Estep 
Score: -22589354.000000 Penalty: 3962.320557
	Iteration 109F: 3 clusters Score -2.258935e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (78919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78919 members 
Entering Unmasked Estep 
Score: -9401775.000000 Penalty: 1832.378784
	Iteration 0F: 2 clusters Score -9401775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39328 members 
Mstep: Class 2 contains 39591 members 
Entering Unmasked Estep 
Score: -9349161.000000 Penalty: 3664.757568
	Iteration 0F: 3 clusters Score -9349161 nChanged 37617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37557 members 
Mstep: Class 2 contains 41362 members 
Entering Unmasked Estep 
Score: -9372537.000000 Penalty: 3664.757568
	Iteration 1F: 3 clusters Score -9372537 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36972 members 
Mstep: Class 2 contains 41947 members 
Entering Unmasked Estep 
Score: -9374521.000000 Penalty: 3664.757568
	Iteration 2Q: 3 clusters Score -9374521 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36588 members 
Mstep: Class 2 contains 42331 members 
Entering Unmasked Estep 
Score: -9376599.000000 Penalty: 3664.757568
	Iteration 3F: 3 clusters Score -9376599 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 42434 members 
Entering Unmasked Estep 
Score: -9379114.000000 Penalty: 3664.757568
	Iteration 4F: 3 clusters Score -9379114 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36798 members 
Mstep: Class 2 contains 42121 members 
Entering Unmasked Estep 
Score: -9382115.000000 Penalty: 3664.757568
	Iteration 5F: 3 clusters Score -9382115 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37643 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
Score: -9385598.000000 Penalty: 3664.757568
	Iteration 6F: 3 clusters Score -9385598 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 40141 members 
Entering Unmasked Estep 
Score: -9388985.000000 Penalty: 3664.757568
	Iteration 7F: 3 clusters Score -9388985 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39802 members 
Mstep: Class 2 contains 39117 members 
Entering Unmasked Estep 
Score: -9390999.000000 Penalty: 3664.757568
	Iteration 8Q: 3 clusters Score -9390999 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40575 members 
Mstep: Class 2 contains 38344 members 
Entering Unmasked Estep 
Score: -9391861.000000 Penalty: 3664.757568
	Iteration 9Q: 3 clusters Score -9391861 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41250 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -9392470.000000 Penalty: 3664.757568
	Iteration 10Q: 3 clusters Score -9392470 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41896 members 
Mstep: Class 2 contains 37023 members 
Entering Unmasked Estep 
Score: -9392945.000000 Penalty: 3664.757568
	Iteration 11Q: 3 clusters Score -9392945 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42513 members 
Mstep: Class 2 contains 36406 members 
Entering Unmasked Estep 
Score: -9393375.000000 Penalty: 3664.757568
	Iteration 12Q: 3 clusters Score -9393375 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43171 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -9393807.000000 Penalty: 3664.757568
	Iteration 13Q: 3 clusters Score -9393807 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43768 members 
Mstep: Class 2 contains 35151 members 
Entering Unmasked Estep 
Score: -9394148.000000 Penalty: 3664.757568
	Iteration 14Q: 3 clusters Score -9394148 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44396 members 
Mstep: Class 2 contains 34523 members 
Entering Unmasked Estep 
Score: -9394488.000000 Penalty: 3664.757568
	Iteration 15Q: 3 clusters Score -9394488 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45048 members 
Mstep: Class 2 contains 33871 members 
Entering Unmasked Estep 
Score: -9394766.000000 Penalty: 3664.757568
	Iteration 16Q: 3 clusters Score -9394766 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45708 members 
Mstep: Class 2 contains 33211 members 
Entering Unmasked Estep 
Score: -9395025.000000 Penalty: 3664.757568
	Iteration 17Q: 3 clusters Score -9395025 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46322 members 
Mstep: Class 2 contains 32597 members 
Entering Unmasked Estep 
Score: -9395217.000000 Penalty: 3664.757568
	Iteration 18Q: 3 clusters Score -9395217 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46928 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -9395419.000000 Penalty: 3664.757568
	Iteration 19Q: 3 clusters Score -9395419 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47636 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -9395549.000000 Penalty: 3664.757568
	Iteration 20F: 3 clusters Score -9395549 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48372 members 
Mstep: Class 2 contains 30547 members 
Entering Unmasked Estep 
Score: -9395714.000000 Penalty: 3664.757568
	Iteration 21Q: 3 clusters Score -9395714 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49095 members 
Mstep: Class 2 contains 29824 members 
Entering Unmasked Estep 
Score: -9395879.000000 Penalty: 3664.757568
	Iteration 22Q: 3 clusters Score -9395879 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49797 members 
Mstep: Class 2 contains 29122 members 
Entering Unmasked Estep 
Score: -9396033.000000 Penalty: 3664.757568
	Iteration 23Q: 3 clusters Score -9396033 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50465 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
Score: -9396124.000000 Penalty: 3664.757568
	Iteration 24Q: 3 clusters Score -9396124 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51152 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9396224 nChanged 679
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51829 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9396332 nChanged 690
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52519 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9396450 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53190 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9396596 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53867 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9396717 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54547 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -9396806.000000 Penalty: 3664.757568
	Iteration 30Q: 3 clusters Score -9396806 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55218 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -9396921.000000 Penalty: 3664.757568
	Iteration 31Q: 3 clusters Score -9396921 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55900 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -9397039.000000 Penalty: 3664.757568
	Iteration 32Q: 3 clusters Score -9397039 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56579 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9397182 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57270 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9397325 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57957 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -9397472.000000 Penalty: 3664.757568
	Iteration 35Q: 3 clusters Score -9397472 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58619 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9397564 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59293 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9397685 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59948 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -9397813.000000 Penalty: 3664.757568
	Iteration 38Q: 3 clusters Score -9397813 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60639 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -9397891.000000 Penalty: 3664.757568
	Iteration 39Q: 3 clusters Score -9397891 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61323 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -9398028.000000 Penalty: 3664.757568
	Iteration 40F: 3 clusters Score -9398028 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61984 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -9398158.000000 Penalty: 3664.757568
	Iteration 41Q: 3 clusters Score -9398158 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62602 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -9398299.000000 Penalty: 3664.757568
	Iteration 42Q: 3 clusters Score -9398299 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63250 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -9398393.000000 Penalty: 3664.757568
	Iteration 43Q: 3 clusters Score -9398393 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63860 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -9398445.000000 Penalty: 3664.757568
	Iteration 44Q: 3 clusters Score -9398445 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64415 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -9398556.000000 Penalty: 3664.757568
	Iteration 45Q: 3 clusters Score -9398556 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64967 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -9398681.000000 Penalty: 3664.757568
	Iteration 46Q: 3 clusters Score -9398681 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65507 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -9398808.000000 Penalty: 3664.757568
	Iteration 47Q: 3 clusters Score -9398808 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66062 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -9398901.000000 Penalty: 3664.757568
	Iteration 48Q: 3 clusters Score -9398901 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66599 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9399000 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67095 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9399051 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67637 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9399194 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68169 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9399298 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68708 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -9399400.000000 Penalty: 3664.757568
	Iteration 53Q: 3 clusters Score -9399400 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69218 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9399535 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69702 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -9399622.000000 Penalty: 3664.757568
	Iteration 55Q: 3 clusters Score -9399622 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70152 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -9399725.000000 Penalty: 3664.757568
	Iteration 56Q: 3 clusters Score -9399725 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70575 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9399775 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70973 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -9399845.000000 Penalty: 3664.757568
	Iteration 58Q: 3 clusters Score -9399845 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71367 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9399945 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71713 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -9400074.000000 Penalty: 3664.757568
	Iteration 60F: 3 clusters Score -9400074 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72072 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -9400166.000000 Penalty: 3664.757568
	Iteration 61Q: 3 clusters Score -9400166 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72413 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -9400311.000000 Penalty: 3664.757568
	Iteration 62Q: 3 clusters Score -9400311 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72732 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -9400373.000000 Penalty: 3664.757568
	Iteration 63Q: 3 clusters Score -9400373 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73053 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -9400484.000000 Penalty: 3664.757568
	Iteration 64Q: 3 clusters Score -9400484 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73357 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -9400552.000000 Penalty: 3664.757568
	Iteration 65Q: 3 clusters Score -9400552 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73636 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -9400642.000000 Penalty: 3664.757568
	Iteration 66Q: 3 clusters Score -9400642 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73895 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -9400719.000000 Penalty: 3664.757568
	Iteration 67Q: 3 clusters Score -9400719 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74160 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -9400802.000000 Penalty: 3664.757568
	Iteration 68Q: 3 clusters Score -9400802 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74406 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -9400879.000000 Penalty: 3664.757568
	Iteration 69Q: 3 clusters Score -9400879 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74627 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -9400941.000000 Penalty: 3664.757568
	Iteration 70Q: 3 clusters Score -9400941 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74825 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -9400989.000000 Penalty: 3664.757568
	Iteration 71Q: 3 clusters Score -9400989 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75001 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -9400999.000000 Penalty: 3664.757568
	Iteration 72Q: 3 clusters Score -9400999 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75149 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -9401035.000000 Penalty: 3664.757568
	Iteration 73Q: 3 clusters Score -9401035 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75264 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -9401048.000000 Penalty: 3664.757568
	Iteration 74Q: 3 clusters Score -9401048 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75373 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -9401052.000000 Penalty: 3664.757568
	Iteration 75Q: 3 clusters Score -9401052 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75463 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -9401077.000000 Penalty: 3664.757568
	Iteration 76Q: 3 clusters Score -9401077 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75550 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -9401114.000000 Penalty: 3664.757568
	Iteration 77Q: 3 clusters Score -9401114 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75624 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -9401117.000000 Penalty: 3664.757568
	Iteration 78Q: 3 clusters Score -9401117 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75694 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -9401130.000000 Penalty: 3664.757568
	Iteration 79Q: 3 clusters Score -9401130 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75745 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -9401128.000000 Penalty: 3664.757568
	Iteration 80F: 3 clusters Score -9401128 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75784 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -9401142.000000 Penalty: 3664.757568
	Iteration 81Q: 3 clusters Score -9401142 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75816 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -9401151.000000 Penalty: 3664.757568
	Iteration 82Q: 3 clusters Score -9401151 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75848 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -9401165.000000 Penalty: 3664.757568
	Iteration 83Q: 3 clusters Score -9401165 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75876 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -9401150.000000 Penalty: 3664.757568
	Iteration 84Q: 3 clusters Score -9401150 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75904 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -9401154.000000 Penalty: 3664.757568
	Iteration 85Q: 3 clusters Score -9401154 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75931 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -9401152.000000 Penalty: 3664.757568
	Iteration 86Q: 3 clusters Score -9401152 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75955 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -9401154.000000 Penalty: 3664.757568
	Iteration 87Q: 3 clusters Score -9401154 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75979 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -9401158.000000 Penalty: 3664.757568
	Iteration 88Q: 3 clusters Score -9401158 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76001 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -9401163.000000 Penalty: 3664.757568
	Iteration 89Q: 3 clusters Score -9401163 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76021 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -9401173.000000 Penalty: 3664.757568
	Iteration 90Q: 3 clusters Score -9401173 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76041 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -9401186.000000 Penalty: 3664.757568
	Iteration 91Q: 3 clusters Score -9401186 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76062 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -9401182.000000 Penalty: 3664.757568
	Iteration 92Q: 3 clusters Score -9401182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76078 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -9401189.000000 Penalty: 3664.757568
	Iteration 93Q: 3 clusters Score -9401189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76094 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -9401200.000000 Penalty: 3664.757568
	Iteration 94Q: 3 clusters Score -9401200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76110 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -9401207.000000 Penalty: 3664.757568
	Iteration 95Q: 3 clusters Score -9401207 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76128 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -9401196.000000 Penalty: 3664.757568
	Iteration 96Q: 3 clusters Score -9401196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76146 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -9401198.000000 Penalty: 3664.757568
	Iteration 97Q: 3 clusters Score -9401198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76160 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9401198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76169 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -9401211.000000 Penalty: 3664.757568
	Iteration 99Q: 3 clusters Score -9401211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76180 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -9401197.000000 Penalty: 3664.757568
	Iteration 100F: 3 clusters Score -9401197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76187 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -9401196.000000 Penalty: 3664.757568
	Iteration 101Q: 3 clusters Score -9401196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76197 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -9401206.000000 Penalty: 3664.757568
	Iteration 102Q: 3 clusters Score -9401206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76201 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -9401209.000000 Penalty: 3664.757568
	Iteration 103Q: 3 clusters Score -9401209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76202 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9401212 nChanged 0
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Mstep: Class 1 contains 76202 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
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	Iteration 105F: 3 clusters Score -9401212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8723 members 
Entering Unmasked Estep 
Score: -1010632.500000 Penalty: 1474.479126
	Iteration 0F: 2 clusters Score -1010632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1004390.250000 Penalty: 2948.958252
	Iteration 0F: 3 clusters Score -1004390 nChanged 3673
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1006245 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1006439 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -1006576 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1006700.187500 Penalty: 2948.958252
	Iteration 4Q: 3 clusters Score -1006700 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1006824.562500 Penalty: 2948.958252
	Iteration 5Q: 3 clusters Score -1006825 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1006956.250000 Penalty: 2948.958252
	Iteration 6Q: 3 clusters Score -1006956 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1007098.625000 Penalty: 2948.958252
	Iteration 7Q: 3 clusters Score -1007099 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1007287.562500 Penalty: 2948.958252
	Iteration 8Q: 3 clusters Score -1007288 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1007546.875000 Penalty: 2948.958252
	Iteration 9Q: 3 clusters Score -1007547 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1007858.062500 Penalty: 2948.958252
	Iteration 10F: 3 clusters Score -1007858 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1008214.625000 Penalty: 2948.958252
	Iteration 11F: 3 clusters Score -1008215 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1008570.750000 Penalty: 2948.958252
	Iteration 12Q: 3 clusters Score -1008571 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1008868.312500 Penalty: 2948.958252
	Iteration 13Q: 3 clusters Score -1008868 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1009057.187500 Penalty: 2948.958252
	Iteration 14Q: 3 clusters Score -1009057 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1009145.437500 Penalty: 2948.958252
	Iteration 15Q: 3 clusters Score -1009145 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1009217.437500 Penalty: 2948.958252
	Iteration 16Q: 3 clusters Score -1009217 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1009268.375000 Penalty: 2948.958252
	Iteration 17Q: 3 clusters Score -1009268 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1009301.812500 Penalty: 2948.958252
	Iteration 18Q: 3 clusters Score -1009302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1009319.375000 Penalty: 2948.958252
	Iteration 19Q: 3 clusters Score -1009319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -1009328.625000 Penalty: 2948.958252
	Iteration 20F: 3 clusters Score -1009329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1009331.312500 Penalty: 2948.958252
	Iteration 21Q: 3 clusters Score -1009331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1009336.812500 Penalty: 2948.958252
	Iteration 22Q: 3 clusters Score -1009337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -1009340.312500 Penalty: 2948.958252
	Iteration 23Q: 3 clusters Score -1009340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1009343.687500 Penalty: 2948.958252
	Iteration 24Q: 3 clusters Score -1009344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1009343.687500 Penalty: 2948.958252
	Iteration 25F: 3 clusters Score -1009344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Entering Unmasked Estep 
Score: -1161036.250000 Penalty: 1490.401733
	Iteration 0F: 2 clusters Score -1161036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1154134.125000 Penalty: 2980.803467
	Iteration 0F: 3 clusters Score -1154134 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1156344.125000 Penalty: 2980.803467
	Iteration 1F: 3 clusters Score -1156344 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1156593.250000 Penalty: 2980.803467
	Iteration 2F: 3 clusters Score -1156593 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1156815.750000 Penalty: 2980.803467
	Iteration 3F: 3 clusters Score -1156816 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1157044.250000 Penalty: 2980.803467
	Iteration 4Q: 3 clusters Score -1157044 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1157293.875000 Penalty: 2980.803467
	Iteration 5Q: 3 clusters Score -1157294 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1157608.125000 Penalty: 2980.803467
	Iteration 6Q: 3 clusters Score -1157608 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1157976.625000 Penalty: 2980.803467
	Iteration 7F: 3 clusters Score -1157977 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1158338.500000 Penalty: 2980.803467
	Iteration 8F: 3 clusters Score -1158338 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1158702.500000 Penalty: 2980.803467
	Iteration 9Q: 3 clusters Score -1158702 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1159059.250000 Penalty: 2980.803467
	Iteration 10Q: 3 clusters Score -1159059 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1159304.375000 Penalty: 2980.803467
	Iteration 11Q: 3 clusters Score -1159304 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1159455.375000 Penalty: 2980.803467
	Iteration 12Q: 3 clusters Score -1159455 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1159549.750000 Penalty: 2980.803467
	Iteration 13Q: 3 clusters Score -1159550 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1159618.000000 Penalty: 2980.803467
	Iteration 14Q: 3 clusters Score -1159618 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1159657.500000 Penalty: 2980.803467
	Iteration 15Q: 3 clusters Score -1159658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1159677.250000 Penalty: 2980.803467
	Iteration 16Q: 3 clusters Score -1159677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1159700.875000 Penalty: 2980.803467
	Iteration 17Q: 3 clusters Score -1159701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1159711.500000 Penalty: 2980.803467
	Iteration 18Q: 3 clusters Score -1159712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1159714.875000 Penalty: 2980.803467
	Iteration 19Q: 3 clusters Score -1159715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1159718.500000 Penalty: 2980.803467
	Iteration 20F: 3 clusters Score -1159718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1159721.125000 Penalty: 2980.803467
	Iteration 21Q: 3 clusters Score -1159721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1159722.250000 Penalty: 2980.803467
	Iteration 22Q: 3 clusters Score -1159722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1159723.250000 Penalty: 2980.803467
	Iteration 23Q: 3 clusters Score -1159723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1159723.250000 Penalty: 2980.803467
	Iteration 24F: 3 clusters Score -1159723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (35140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35140 members 
Entering Unmasked Estep 
Score: -3860300.000000 Penalty: 1700.902954
	Iteration 0F: 2 clusters Score -3860300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -3836700.250000 Penalty: 3401.805908
	Iteration 0F: 3 clusters Score -3836700 nChanged 16257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -3845864.000000 Penalty: 3401.805908
	Iteration 1F: 3 clusters Score -3845864 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -3846373.750000 Penalty: 3401.805908
	Iteration 2Q: 3 clusters Score -3846374 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -3846948.250000 Penalty: 3401.805908
	Iteration 3Q: 3 clusters Score -3846948 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -3847625.750000 Penalty: 3401.805908
	Iteration 4Q: 3 clusters Score -3847626 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -3848476.000000 Penalty: 3401.805908
	Iteration 5Q: 3 clusters Score -3848476 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -3849483.500000 Penalty: 3401.805908
	Iteration 6Q: 3 clusters Score -3849484 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -3850703.000000 Penalty: 3401.805908
	Iteration 7F: 3 clusters Score -3850703 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -3852017.750000 Penalty: 3401.805908
	Iteration 8F: 3 clusters Score -3852018 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -3853141.250000 Penalty: 3401.805908
	Iteration 9F: 3 clusters Score -3853141 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -3853945.750000 Penalty: 3401.805908
	Iteration 10Q: 3 clusters Score -3853946 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -3854389.500000 Penalty: 3401.805908
	Iteration 11Q: 3 clusters Score -3854390 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -3854648.250000 Penalty: 3401.805908
	Iteration 12Q: 3 clusters Score -3854648 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -3854782.500000 Penalty: 3401.805908
	Iteration 13Q: 3 clusters Score -3854782 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -3854895.250000 Penalty: 3401.805908
	Iteration 14Q: 3 clusters Score -3854895 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -3855008.500000 Penalty: 3401.805908
	Iteration 15Q: 3 clusters Score -3855008 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -3855102.250000 Penalty: 3401.805908
	Iteration 16Q: 3 clusters Score -3855102 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -3855188.500000 Penalty: 3401.805908
	Iteration 17Q: 3 clusters Score -3855188 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -3855271.000000 Penalty: 3401.805908
	Iteration 18Q: 3 clusters Score -3855271 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -3855359.500000 Penalty: 3401.805908
	Iteration 19Q: 3 clusters Score -3855360 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -3855463.250000 Penalty: 3401.805908
	Iteration 20F: 3 clusters Score -3855463 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -3855587.750000 Penalty: 3401.805908
	Iteration 21Q: 3 clusters Score -3855588 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -3855691.000000 Penalty: 3401.805908
	Iteration 22Q: 3 clusters Score -3855691 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -3855796.750000 Penalty: 3401.805908
	Iteration 23Q: 3 clusters Score -3855797 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -3855898.000000 Penalty: 3401.805908
	Iteration 24Q: 3 clusters Score -3855898 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -3856007.750000 Penalty: 3401.805908
	Iteration 25Q: 3 clusters Score -3856008 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 27147 members 
Entering Unmasked Estep 
Score: -3856126.000000 Penalty: 3401.805908
	Iteration 26Q: 3 clusters Score -3856126 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -3856250.750000 Penalty: 3401.805908
	Iteration 27Q: 3 clusters Score -3856251 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -3856375.000000 Penalty: 3401.805908
	Iteration 28Q: 3 clusters Score -3856375 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -3856497.250000 Penalty: 3401.805908
	Iteration 29Q: 3 clusters Score -3856497 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -3856623.750000 Penalty: 3401.805908
	Iteration 30Q: 3 clusters Score -3856624 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 29232 members 
Entering Unmasked Estep 
Score: -3856770.250000 Penalty: 3401.805908
	Iteration 31Q: 3 clusters Score -3856770 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
Score: -3856932.750000 Penalty: 3401.805908
	Iteration 32Q: 3 clusters Score -3856933 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -3857084.500000 Penalty: 3401.805908
	Iteration 33Q: 3 clusters Score -3857084 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 30488 members 
Entering Unmasked Estep 
Score: -3857215.000000 Penalty: 3401.805908
	Iteration 34Q: 3 clusters Score -3857215 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 30871 members 
Entering Unmasked Estep 
Score: -3857374.000000 Penalty: 3401.805908
	Iteration 35Q: 3 clusters Score -3857374 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 31235 members 
Entering Unmasked Estep 
Score: -3857513.000000 Penalty: 3401.805908
	Iteration 36Q: 3 clusters Score -3857513 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 31592 members 
Entering Unmasked Estep 
Score: -3857676.250000 Penalty: 3401.805908
	Iteration 37Q: 3 clusters Score -3857676 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 31929 members 
Entering Unmasked Estep 
Score: -3857808.000000 Penalty: 3401.805908
	Iteration 38Q: 3 clusters Score -3857808 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 32231 members 
Entering Unmasked Estep 
Score: -3857918.500000 Penalty: 3401.805908
	Iteration 39Q: 3 clusters Score -3857918 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -3858051.500000 Penalty: 3401.805908
	Iteration 40F: 3 clusters Score -3858052 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 32803 members 
Entering Unmasked Estep 
Score: -3858192.500000 Penalty: 3401.805908
	Iteration 41Q: 3 clusters Score -3858192 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 33057 members 
Entering Unmasked Estep 
Score: -3858298.000000 Penalty: 3401.805908
	Iteration 42Q: 3 clusters Score -3858298 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 33275 members 
Entering Unmasked Estep 
Score: -3858374.750000 Penalty: 3401.805908
	Iteration 43Q: 3 clusters Score -3858375 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 33443 members 
Entering Unmasked Estep 
Score: -3858449.750000 Penalty: 3401.805908
	Iteration 44Q: 3 clusters Score -3858450 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 33598 members 
Entering Unmasked Estep 
Score: -3858529.000000 Penalty: 3401.805908
	Iteration 45Q: 3 clusters Score -3858529 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 33736 members 
Entering Unmasked Estep 
Score: -3858585.000000 Penalty: 3401.805908
	Iteration 46Q: 3 clusters Score -3858585 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 33854 members 
Entering Unmasked Estep 
Score: -3858643.000000 Penalty: 3401.805908
	Iteration 47Q: 3 clusters Score -3858643 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 33951 members 
Entering Unmasked Estep 
Score: -3858688.750000 Penalty: 3401.805908
	Iteration 48Q: 3 clusters Score -3858689 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
Score: -3858742.750000 Penalty: 3401.805908
	Iteration 49Q: 3 clusters Score -3858743 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 34111 members 
Entering Unmasked Estep 
Score: -3858781.500000 Penalty: 3401.805908
	Iteration 50Q: 3 clusters Score -3858782 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 34155 members 
Entering Unmasked Estep 
Score: -3858808.500000 Penalty: 3401.805908
	Iteration 51Q: 3 clusters Score -3858808 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 34207 members 
Entering Unmasked Estep 
Score: -3858837.250000 Penalty: 3401.805908
	Iteration 52Q: 3 clusters Score -3858837 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 34243 members 
Entering Unmasked Estep 
Score: -3858860.250000 Penalty: 3401.805908
	Iteration 53Q: 3 clusters Score -3858860 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 34275 members 
Entering Unmasked Estep 
Score: -3858876.250000 Penalty: 3401.805908
	Iteration 54Q: 3 clusters Score -3858876 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 34300 members 
Entering Unmasked Estep 
Score: -3858878.500000 Penalty: 3401.805908
	Iteration 55Q: 3 clusters Score -3858878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 34316 members 
Entering Unmasked Estep 
Score: -3858884.250000 Penalty: 3401.805908
	Iteration 56Q: 3 clusters Score -3858884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 34330 members 
Entering Unmasked Estep 
Score: -3858881.750000 Penalty: 3401.805908
	Iteration 57Q: 3 clusters Score -3858882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -3858888.750000 Penalty: 3401.805908
	Iteration 58Q: 3 clusters Score -3858889 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 34366 members 
Entering Unmasked Estep 
Score: -3858900.250000 Penalty: 3401.805908
	Iteration 59Q: 3 clusters Score -3858900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 34378 members 
Entering Unmasked Estep 
Score: -3858902.000000 Penalty: 3401.805908
	Iteration 60F: 3 clusters Score -3858902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 34386 members 
Entering Unmasked Estep 
Score: -3858901.750000 Penalty: 3401.805908
	Iteration 61Q: 3 clusters Score -3858902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 34395 members 
Entering Unmasked Estep 
Score: -3858905.000000 Penalty: 3401.805908
	Iteration 62Q: 3 clusters Score -3858905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 34403 members 
Entering Unmasked Estep 
Score: -3858909.000000 Penalty: 3401.805908
	Iteration 63Q: 3 clusters Score -3858909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 34410 members 
Entering Unmasked Estep 
Score: -3858911.500000 Penalty: 3401.805908
	Iteration 64Q: 3 clusters Score -3858912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 34416 members 
Entering Unmasked Estep 
Score: -3858917.250000 Penalty: 3401.805908
	Iteration 65Q: 3 clusters Score -3858917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 34420 members 
Entering Unmasked Estep 
Score: -3858916.750000 Penalty: 3401.805908
	Iteration 66Q: 3 clusters Score -3858917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 34425 members 
Entering Unmasked Estep 
Score: -3858918.000000 Penalty: 3401.805908
	Iteration 67Q: 3 clusters Score -3858918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 34429 members 
Entering Unmasked Estep 
Score: -3858920.000000 Penalty: 3401.805908
	Iteration 68Q: 3 clusters Score -3858920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 34433 members 
Entering Unmasked Estep 
Score: -3858922.750000 Penalty: 3401.805908
	Iteration 69Q: 3 clusters Score -3858923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 34437 members 
Entering Unmasked Estep 
Score: -3858930.000000 Penalty: 3401.805908
	Iteration 70Q: 3 clusters Score -3858930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
Score: -3858931.750000 Penalty: 3401.805908
	Iteration 71Q: 3 clusters Score -3858932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 34441 members 
Entering Unmasked Estep 
Score: -3858931.250000 Penalty: 3401.805908
	Iteration 72Q: 3 clusters Score -3858931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 34442 members 
Entering Unmasked Estep 
Score: -3858932.000000 Penalty: 3401.805908
	Iteration 73Q: 3 clusters Score -3858932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 34442 members 
Entering Unmasked Estep 
Score: -3858932.000000 Penalty: 3401.805908
	Iteration 74F: 3 clusters Score -3858932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (78132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78132 members 
Entering Unmasked Estep 
Score: -8870021.000000 Penalty: 1830.750244
	Iteration 0F: 2 clusters Score -8870021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38786 members 
Mstep: Class 2 contains 39346 members 
Entering Unmasked Estep 
Score: -8817979.000000 Penalty: 3661.500488
	Iteration 0F: 3 clusters Score -8817979 nChanged 37062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35614 members 
Mstep: Class 2 contains 42518 members 
Entering Unmasked Estep 
Score: -8839403.000000 Penalty: 3661.500488
	Iteration 1F: 3 clusters Score -8839403 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33538 members 
Mstep: Class 2 contains 44594 members 
Entering Unmasked Estep 
Score: -8840632.000000 Penalty: 3661.500488
	Iteration 2Q: 3 clusters Score -8840632 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 47630 members 
Entering Unmasked Estep 
Score: -8842663.000000 Penalty: 3661.500488
	Iteration 3F: 3 clusters Score -8842663 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 51905 members 
Entering Unmasked Estep 
Score: -8846037.000000 Penalty: 3661.500488
	Iteration 4F: 3 clusters Score -8846037 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 57417 members 
Entering Unmasked Estep 
Score: -8851004.000000 Penalty: 3661.500488
	Iteration 5F: 3 clusters Score -8851004 nChanged 6480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 63459 members 
Entering Unmasked Estep 
Score: -8856785.000000 Penalty: 3661.500488
	Iteration 6F: 3 clusters Score -8856785 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 68770 members 
Entering Unmasked Estep 
Score: -8862006.000000 Penalty: 3661.500488
	Iteration 7F: 3 clusters Score -8862006 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 72319 members 
Entering Unmasked Estep 
Score: -8865862.000000 Penalty: 3661.500488
	Iteration 8Q: 3 clusters Score -8865862 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 74018 members 
Entering Unmasked Estep 
Score: -8868061.000000 Penalty: 3661.500488
	Iteration 9Q: 3 clusters Score -8868061 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 74580 members 
Entering Unmasked Estep 
Score: -8868787.000000 Penalty: 3661.500488
	Iteration 10Q: 3 clusters Score -8868787 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 74893 members 
Entering Unmasked Estep 
Score: -8869070.000000 Penalty: 3661.500488
	Iteration 11Q: 3 clusters Score -8869070 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 75123 members 
Entering Unmasked Estep 
Score: -8869159.000000 Penalty: 3661.500488
	Iteration 12Q: 3 clusters Score -8869159 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 75286 members 
Entering Unmasked Estep 
Score: -8869223.000000 Penalty: 3661.500488
	Iteration 13Q: 3 clusters Score -8869223 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 75419 members 
Entering Unmasked Estep 
Score: -8869272.000000 Penalty: 3661.500488
	Iteration 14Q: 3 clusters Score -8869272 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 75517 members 
Entering Unmasked Estep 
Score: -8869288.000000 Penalty: 3661.500488
	Iteration 15Q: 3 clusters Score -8869288 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 75599 members 
Entering Unmasked Estep 
Score: -8869293.000000 Penalty: 3661.500488
	Iteration 16Q: 3 clusters Score -8869293 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 75666 members 
Entering Unmasked Estep 
Score: -8869297.000000 Penalty: 3661.500488
	Iteration 17Q: 3 clusters Score -8869297 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 75715 members 
Entering Unmasked Estep 
Score: -8869322.000000 Penalty: 3661.500488
	Iteration 18Q: 3 clusters Score -8869322 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 75761 members 
Entering Unmasked Estep 
Score: -8869333.000000 Penalty: 3661.500488
	Iteration 19Q: 3 clusters Score -8869333 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 75797 members 
Entering Unmasked Estep 
Score: -8869351.000000 Penalty: 3661.500488
	Iteration 20F: 3 clusters Score -8869351 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 75824 members 
Entering Unmasked Estep 
Score: -8869363.000000 Penalty: 3661.500488
	Iteration 21Q: 3 clusters Score -8869363 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 75839 members 
Entering Unmasked Estep 
Score: -8869360.000000 Penalty: 3661.500488
	Iteration 22Q: 3 clusters Score -8869360 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 75861 members 
Entering Unmasked Estep 
Score: -8869360.000000 Penalty: 3661.500488
	Iteration 23Q: 3 clusters Score -8869360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 75876 members 
Entering Unmasked Estep 
Score: -8869382.000000 Penalty: 3661.500488
	Iteration 24Q: 3 clusters Score -8869382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 75886 members 
Entering Unmasked Estep 
Score: -8869383.000000 Penalty: 3661.500488
	Iteration 25Q: 3 clusters Score -8869383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 75891 members 
Entering Unmasked Estep 
Score: -8869384.000000 Penalty: 3661.500488
	Iteration 26Q: 3 clusters Score -8869384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 75894 members 
Entering Unmasked Estep 
Score: -8869384.000000 Penalty: 3661.500488
	Iteration 27Q: 3 clusters Score -8869384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 75899 members 
Entering Unmasked Estep 
Score: -8869379.000000 Penalty: 3661.500488
	Iteration 28Q: 3 clusters Score -8869379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 75903 members 
Entering Unmasked Estep 
Score: -8869375.000000 Penalty: 3661.500488
	Iteration 29Q: 3 clusters Score -8869375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 75907 members 
Entering Unmasked Estep 
Score: -8869373.000000 Penalty: 3661.500488
	Iteration 30Q: 3 clusters Score -8869373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 75911 members 
Entering Unmasked Estep 
Score: -8869372.000000 Penalty: 3661.500488
	Iteration 31Q: 3 clusters Score -8869372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 75915 members 
Entering Unmasked Estep 
Score: -8869369.000000 Penalty: 3661.500488
	Iteration 32Q: 3 clusters Score -8869369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 75915 members 
Entering Unmasked Estep 
Score: -8869370.000000 Penalty: 3661.500488
	Iteration 33Q: 3 clusters Score -8869370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 75916 members 
Entering Unmasked Estep 
Score: -8869372.000000 Penalty: 3661.500488
	Iteration 34Q: 3 clusters Score -8869372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 75918 members 
Entering Unmasked Estep 
Score: -8869382.000000 Penalty: 3661.500488
	Iteration 35Q: 3 clusters Score -8869382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 75920 members 
Entering Unmasked Estep 
Score: -8869374.000000 Penalty: 3661.500488
	Iteration 36Q: 3 clusters Score -8869374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 75921 members 
Entering Unmasked Estep 
Score: -8869376.000000 Penalty: 3661.500488
	Iteration 37Q: 3 clusters Score -8869376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 75923 members 
Entering Unmasked Estep 
Score: -8869377.000000 Penalty: 3661.500488
	Iteration 38Q: 3 clusters Score -8869377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 75925 members 
Entering Unmasked Estep 
Score: -8869386.000000 Penalty: 3661.500488
	Iteration 39Q: 3 clusters Score -8869386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 75928 members 
Entering Unmasked Estep 
Score: -8869381.000000 Penalty: 3661.500488
	Iteration 40F: 3 clusters Score -8869381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 75932 members 
Entering Unmasked Estep 
Score: -8869378.000000 Penalty: 3661.500488
	Iteration 41Q: 3 clusters Score -8869378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 75934 members 
Entering Unmasked Estep 
Score: -8869371.000000 Penalty: 3661.500488
	Iteration 42Q: 3 clusters Score -8869371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 75934 members 
Entering Unmasked Estep 
Score: -8869371.000000 Penalty: 3661.500488
	Iteration 43Q: 3 clusters Score -8869371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 75935 members 
Entering Unmasked Estep 
Score: -8869373.000000 Penalty: 3661.500488
	Iteration 44Q: 3 clusters Score -8869373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 75935 members 
Entering Unmasked Estep 
Score: -8869373.000000 Penalty: 3661.500488
	Iteration 45F: 3 clusters Score -8869373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Entering Unmasked Estep 
Score: -1544266.250000 Penalty: 1553.387085
	Iteration 0F: 2 clusters Score -1544266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1534393.875000 Penalty: 3106.774170
	Iteration 0F: 3 clusters Score -1534394 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1537892.500000 Penalty: 3106.774170
	Iteration 1F: 3 clusters Score -1537892 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1538266.125000 Penalty: 3106.774170
	Iteration 2F: 3 clusters Score -1538266 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1538565.375000 Penalty: 3106.774170
	Iteration 3F: 3 clusters Score -1538565 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1538835.625000 Penalty: 3106.774170
	Iteration 4Q: 3 clusters Score -1538836 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1539074.500000 Penalty: 3106.774170
	Iteration 5Q: 3 clusters Score -1539074 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1539265.750000 Penalty: 3106.774170
	Iteration 6Q: 3 clusters Score -1539266 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1539444.125000 Penalty: 3106.774170
	Iteration 7Q: 3 clusters Score -1539444 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1539615.625000 Penalty: 3106.774170
	Iteration 8Q: 3 clusters Score -1539616 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1539786.000000 Penalty: 3106.774170
	Iteration 9Q: 3 clusters Score -1539786 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1539970.500000 Penalty: 3106.774170
	Iteration 10Q: 3 clusters Score -1539970 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1540169.875000 Penalty: 3106.774170
	Iteration 11Q: 3 clusters Score -1540170 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1540397.375000 Penalty: 3106.774170
	Iteration 12Q: 3 clusters Score -1540397 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1540604.500000 Penalty: 3106.774170
	Iteration 13Q: 3 clusters Score -1540604 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1540780.875000 Penalty: 3106.774170
	Iteration 14Q: 3 clusters Score -1540781 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1540951.625000 Penalty: 3106.774170
	Iteration 15Q: 3 clusters Score -1540952 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1541110.750000 Penalty: 3106.774170
	Iteration 16Q: 3 clusters Score -1541111 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1541244.625000 Penalty: 3106.774170
	Iteration 17Q: 3 clusters Score -1541245 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1541361.250000 Penalty: 3106.774170
	Iteration 18Q: 3 clusters Score -1541361 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1541453.625000 Penalty: 3106.774170
	Iteration 19Q: 3 clusters Score -1541454 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1541525.375000 Penalty: 3106.774170
	Iteration 20F: 3 clusters Score -1541525 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1541601.750000 Penalty: 3106.774170
	Iteration 21Q: 3 clusters Score -1541602 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1541680.125000 Penalty: 3106.774170
	Iteration 22Q: 3 clusters Score -1541680 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1541762.875000 Penalty: 3106.774170
	Iteration 23Q: 3 clusters Score -1541763 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1541843.500000 Penalty: 3106.774170
	Iteration 24Q: 3 clusters Score -1541844 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1541921.875000 Penalty: 3106.774170
	Iteration 25Q: 3 clusters Score -1541922 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1542001.250000 Penalty: 3106.774170
	Iteration 26Q: 3 clusters Score -1542001 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1542080.750000 Penalty: 3106.774170
	Iteration 27Q: 3 clusters Score -1542081 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1542147.750000 Penalty: 3106.774170
	Iteration 28Q: 3 clusters Score -1542148 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1542215.625000 Penalty: 3106.774170
	Iteration 29Q: 3 clusters Score -1542216 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1542267.625000 Penalty: 3106.774170
	Iteration 30Q: 3 clusters Score -1542268 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1542312.750000 Penalty: 3106.774170
	Iteration 31Q: 3 clusters Score -1542313 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1542344.500000 Penalty: 3106.774170
	Iteration 32Q: 3 clusters Score -1542344 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1542393.500000 Penalty: 3106.774170
	Iteration 33Q: 3 clusters Score -1542394 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1542424.250000 Penalty: 3106.774170
	Iteration 34Q: 3 clusters Score -1542424 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1542460.000000 Penalty: 3106.774170
	Iteration 35Q: 3 clusters Score -1542460 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1542491.875000 Penalty: 3106.774170
	Iteration 36Q: 3 clusters Score -1542492 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1542521.750000 Penalty: 3106.774170
	Iteration 37Q: 3 clusters Score -1542522 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1542538.500000 Penalty: 3106.774170
	Iteration 38Q: 3 clusters Score -1542538 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1542560.625000 Penalty: 3106.774170
	Iteration 39Q: 3 clusters Score -1542561 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1542571.125000 Penalty: 3106.774170
	Iteration 40F: 3 clusters Score -1542571 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1542585.500000 Penalty: 3106.774170
	Iteration 41Q: 3 clusters Score -1542586 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1542603.875000 Penalty: 3106.774170
	Iteration 42Q: 3 clusters Score -1542604 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1542624.125000 Penalty: 3106.774170
	Iteration 43Q: 3 clusters Score -1542624 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1542637.875000 Penalty: 3106.774170
	Iteration 44Q: 3 clusters Score -1542638 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1542654.625000 Penalty: 3106.774170
	Iteration 45Q: 3 clusters Score -1542655 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1542670.625000 Penalty: 3106.774170
	Iteration 46Q: 3 clusters Score -1542671 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1542690.125000 Penalty: 3106.774170
	Iteration 47Q: 3 clusters Score -1542690 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1542702.500000 Penalty: 3106.774170
	Iteration 48Q: 3 clusters Score -1542702 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1542714.250000 Penalty: 3106.774170
	Iteration 49Q: 3 clusters Score -1542714 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1542723.125000 Penalty: 3106.774170
	Iteration 50Q: 3 clusters Score -1542723 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1542728.500000 Penalty: 3106.774170
	Iteration 51Q: 3 clusters Score -1542728 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1542740.375000 Penalty: 3106.774170
	Iteration 52Q: 3 clusters Score -1542740 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1542745.625000 Penalty: 3106.774170
	Iteration 53Q: 3 clusters Score -1542746 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1542750.875000 Penalty: 3106.774170
	Iteration 54Q: 3 clusters Score -1542751 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1542758.250000 Penalty: 3106.774170
	Iteration 55Q: 3 clusters Score -1542758 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1542769.000000 Penalty: 3106.774170
	Iteration 56Q: 3 clusters Score -1542769 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1542779.375000 Penalty: 3106.774170
	Iteration 57Q: 3 clusters Score -1542779 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1542791.875000 Penalty: 3106.774170
	Iteration 58Q: 3 clusters Score -1542792 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1542802.375000 Penalty: 3106.774170
	Iteration 59Q: 3 clusters Score -1542802 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1542808.750000 Penalty: 3106.774170
	Iteration 60F: 3 clusters Score -1542809 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1542819.875000 Penalty: 3106.774170
	Iteration 61Q: 3 clusters Score -1542820 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1542827.875000 Penalty: 3106.774170
	Iteration 62Q: 3 clusters Score -1542828 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1542829.500000 Penalty: 3106.774170
	Iteration 63Q: 3 clusters Score -1542830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1542829.500000 Penalty: 3106.774170
	Iteration 64Q: 3 clusters Score -1542830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1542831.625000 Penalty: 3106.774170
	Iteration 65Q: 3 clusters Score -1542832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1542836.750000 Penalty: 3106.774170
	Iteration 66Q: 3 clusters Score -1542837 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1542840.250000 Penalty: 3106.774170
	Iteration 67Q: 3 clusters Score -1542840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1542843.000000 Penalty: 3106.774170
	Iteration 68Q: 3 clusters Score -1542843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1542853.000000 Penalty: 3106.774170
	Iteration 69Q: 3 clusters Score -1542853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1542854.750000 Penalty: 3106.774170
	Iteration 70Q: 3 clusters Score -1542855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1542857.250000 Penalty: 3106.774170
	Iteration 71Q: 3 clusters Score -1542857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1542855.625000 Penalty: 3106.774170
	Iteration 72Q: 3 clusters Score -1542856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1542857.250000 Penalty: 3106.774170
	Iteration 73Q: 3 clusters Score -1542857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1542858.500000 Penalty: 3106.774170
	Iteration 74Q: 3 clusters Score -1542858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1542859.000000 Penalty: 3106.774170
	Iteration 75Q: 3 clusters Score -1542859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1542858.625000 Penalty: 3106.774170
	Iteration 76Q: 3 clusters Score -1542859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1542860.125000 Penalty: 3106.774170
	Iteration 77Q: 3 clusters Score -1542860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1542860.125000 Penalty: 3106.774170
	Iteration 78F: 3 clusters Score -1542860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (36618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36618 members 
Entering Unmasked Estep 
Score: -4163118.750000 Penalty: 1707.597900
	Iteration 0F: 2 clusters Score -4163119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -4138644.500000 Penalty: 3415.195801
	Iteration 0F: 3 clusters Score -4138644 nChanged 17013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -4147944.250000 Penalty: 3415.195801
	Iteration 1F: 3 clusters Score -4147944 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -4148432.500000 Penalty: 3415.195801
	Iteration 2Q: 3 clusters Score -4148432 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -4148960.750000 Penalty: 3415.195801
	Iteration 3Q: 3 clusters Score -4148961 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -4149501.000000 Penalty: 3415.195801
	Iteration 4Q: 3 clusters Score -4149501 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -4150165.000000 Penalty: 3415.195801
	Iteration 5Q: 3 clusters Score -4150165 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -4151007.750000 Penalty: 3415.195801
	Iteration 6Q: 3 clusters Score -4151008 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -4152111.500000 Penalty: 3415.195801
	Iteration 7F: 3 clusters Score -4152112 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -4153533.500000 Penalty: 3415.195801
	Iteration 8F: 3 clusters Score -4153534 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -4155014.750000 Penalty: 3415.195801
	Iteration 9F: 3 clusters Score -4155015 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -4156049.000000 Penalty: 3415.195801
	Iteration 10F: 3 clusters Score -4156049 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -4156517.500000 Penalty: 3415.195801
	Iteration 11Q: 3 clusters Score -4156518 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -4156738.750000 Penalty: 3415.195801
	Iteration 12Q: 3 clusters Score -4156739 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -4156861.500000 Penalty: 3415.195801
	Iteration 13Q: 3 clusters Score -4156862 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -4156966.000000 Penalty: 3415.195801
	Iteration 14Q: 3 clusters Score -4156966 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -4157071.250000 Penalty: 3415.195801
	Iteration 15Q: 3 clusters Score -4157071 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -4157148.750000 Penalty: 3415.195801
	Iteration 16Q: 3 clusters Score -4157149 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -4157235.000000 Penalty: 3415.195801
	Iteration 17Q: 3 clusters Score -4157235 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -4157308.250000 Penalty: 3415.195801
	Iteration 18Q: 3 clusters Score -4157308 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -4157369.750000 Penalty: 3415.195801
	Iteration 19Q: 3 clusters Score -4157370 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -4157432.000000 Penalty: 3415.195801
	Iteration 20F: 3 clusters Score -4157432 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -4157505.000000 Penalty: 3415.195801
	Iteration 21Q: 3 clusters Score -4157505 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -4157570.250000 Penalty: 3415.195801
	Iteration 22Q: 3 clusters Score -4157570 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -4157621.000000 Penalty: 3415.195801
	Iteration 23Q: 3 clusters Score -4157621 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -4157672.500000 Penalty: 3415.195801
	Iteration 24Q: 3 clusters Score -4157672 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -4157734.500000 Penalty: 3415.195801
	Iteration 25Q: 3 clusters Score -4157734 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -4157774.250000 Penalty: 3415.195801
	Iteration 26Q: 3 clusters Score -4157774 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -4157805.000000 Penalty: 3415.195801
	Iteration 27Q: 3 clusters Score -4157805 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -4157840.500000 Penalty: 3415.195801
	Iteration 28Q: 3 clusters Score -4157840 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -4157873.000000 Penalty: 3415.195801
	Iteration 29Q: 3 clusters Score -4157873 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -4157902.500000 Penalty: 3415.195801
	Iteration 30Q: 3 clusters Score -4157902 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -4157932.000000 Penalty: 3415.195801
	Iteration 31Q: 3 clusters Score -4157932 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -4157989.750000 Penalty: 3415.195801
	Iteration 32Q: 3 clusters Score -4157990 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -4158012.750000 Penalty: 3415.195801
	Iteration 33Q: 3 clusters Score -4158013 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4158080 nChanged 266
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -4158134.250000 Penalty: 3415.195801
	Iteration 35Q: 3 clusters Score -4158134 nChanged 288
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -4158171.500000 Penalty: 3415.195801
	Iteration 36Q: 3 clusters Score -4158172 nChanged 268
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -4158241.500000 Penalty: 3415.195801
	Iteration 37Q: 3 clusters Score -4158242 nChanged 297
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Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -4158316.000000 Penalty: 3415.195801
	Iteration 38Q: 3 clusters Score -4158316 nChanged 319
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Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -4158395.750000 Penalty: 3415.195801
	Iteration 39Q: 3 clusters Score -4158396 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -4158444.250000 Penalty: 3415.195801
	Iteration 40F: 3 clusters Score -4158444 nChanged 260
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Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4158500 nChanged 269
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Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4158562 nChanged 261
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Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4158602 nChanged 246
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Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4158658 nChanged 267
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Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4158706 nChanged 262
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Mstep: Class 1 contains 26483 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -4158755.500000 Penalty: 3415.195801
	Iteration 46Q: 3 clusters Score -4158756 nChanged 275
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Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4158805 nChanged 258
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26894 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4158863 nChanged 263
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Mstep: Class 1 contains 27105 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4158921 nChanged 262
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Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4158982 nChanged 270
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -4159042.500000 Penalty: 3415.195801
	Iteration 51Q: 3 clusters Score -4159042 nChanged 265
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Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4159099 nChanged 260
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Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -4159132.250000 Penalty: 3415.195801
	Iteration 53Q: 3 clusters Score -4159132 nChanged 253
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Mstep: Class 1 contains 28213 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -4159178.500000 Penalty: 3415.195801
	Iteration 54Q: 3 clusters Score -4159178 nChanged 270
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Mstep: Class 1 contains 28451 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -4159235.750000 Penalty: 3415.195801
	Iteration 55Q: 3 clusters Score -4159236 nChanged 284
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Mstep: Class 1 contains 28697 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4159299 nChanged 286
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Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -4159396.250000 Penalty: 3415.195801
	Iteration 57Q: 3 clusters Score -4159396 nChanged 275
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Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4159464 nChanged 306
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Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4159536 nChanged 303
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Mstep: Class 1 contains 29777 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4159637 nChanged 310
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Mstep: Class 1 contains 30067 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -4159707.250000 Penalty: 3415.195801
	Iteration 61Q: 3 clusters Score -4159707 nChanged 296
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Mstep: Class 1 contains 30345 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4159812 nChanged 319
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Mstep: Class 1 contains 30656 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4159913 nChanged 326
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Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 5650 members 
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	Iteration 64Q: 3 clusters Score -4160006 nChanged 331
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Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 5343 members 
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	Iteration 65Q: 3 clusters Score -4160133 nChanged 331
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Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 5034 members 
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	Iteration 66Q: 3 clusters Score -4160257 nChanged 315
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Mstep: Class 1 contains 31865 members 
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	Iteration 67Q: 3 clusters Score -4160400 nChanged 336
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Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 4437 members 
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	Iteration 68Q: 3 clusters Score -4160536 nChanged 320
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Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -4160671.000000 Penalty: 3415.195801
	Iteration 69Q: 3 clusters Score -4160671 nChanged 301
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Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 3866 members 
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	Iteration 70Q: 3 clusters Score -4160802 nChanged 256
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Mstep: Class 1 contains 32996 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4160904 nChanged 237
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Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 3401 members 
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	Iteration 72Q: 3 clusters Score -4161022 nChanged 216
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Mstep: Class 1 contains 33415 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4161087 nChanged 198
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Mstep: Class 1 contains 33605 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4161142 nChanged 169
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Mstep: Class 1 contains 33760 members 
Mstep: Class 2 contains 2858 members 
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	Iteration 75Q: 3 clusters Score -4161211 nChanged 164
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Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 2698 members 
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	Iteration 76Q: 3 clusters Score -4161270 nChanged 137
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Mstep: Class 1 contains 34051 members 
Mstep: Class 2 contains 2567 members 
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Score: -4161313.250000 Penalty: 3415.195801
	Iteration 77Q: 3 clusters Score -4161313 nChanged 118
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Mstep: Class 1 contains 34167 members 
Mstep: Class 2 contains 2451 members 
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	Iteration 78Q: 3 clusters Score -4161345 nChanged 116
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Mstep: Class 1 contains 34277 members 
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	Iteration 79Q: 3 clusters Score -4161372 nChanged 104
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Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -4161407.250000 Penalty: 3415.195801
	Iteration 80F: 3 clusters Score -4161407 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34459 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -4161441.500000 Penalty: 3415.195801
	Iteration 81Q: 3 clusters Score -4161442 nChanged 85
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Mstep: Class 1 contains 34540 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -4161451.500000 Penalty: 3415.195801
	Iteration 82Q: 3 clusters Score -4161452 nChanged 69
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Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4161465 nChanged 61
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Mstep: Class 1 contains 34662 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -4161490.250000 Penalty: 3415.195801
	Iteration 84Q: 3 clusters Score -4161490 nChanged 64
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Mstep: Class 1 contains 34724 members 
Mstep: Class 2 contains 1894 members 
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Score: -4161496.750000 Penalty: 3415.195801
	Iteration 85Q: 3 clusters Score -4161497 nChanged 54
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Mstep: Class 1 contains 34776 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -4161513.500000 Penalty: 3415.195801
	Iteration 86Q: 3 clusters Score -4161514 nChanged 58
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Mstep: Class 1 contains 34832 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -4161539.750000 Penalty: 3415.195801
	Iteration 87Q: 3 clusters Score -4161540 nChanged 67
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Mstep: Class 1 contains 34893 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -4161549.250000 Penalty: 3415.195801
	Iteration 88Q: 3 clusters Score -4161549 nChanged 47
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Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 1680 members 
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	Iteration 89Q: 3 clusters Score -4161572 nChanged 39
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Mstep: Class 1 contains 34973 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4161581 nChanged 29
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Mstep: Class 1 contains 34998 members 
Mstep: Class 2 contains 1620 members 
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	Iteration 91Q: 3 clusters Score -4161588 nChanged 28
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Mstep: Class 1 contains 35024 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4161597 nChanged 29
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Mstep: Class 1 contains 35049 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4161590 nChanged 21
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Mstep: Class 1 contains 35070 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4161594 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35087 members 
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Entering Unmasked Estep 
Score: -4161602.500000 Penalty: 3415.195801
	Iteration 95Q: 3 clusters Score -4161602 nChanged 18
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Mstep: Class 1 contains 35105 members 
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	Iteration 96Q: 3 clusters Score -4161606 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -4161611.750000 Penalty: 3415.195801
	Iteration 97Q: 3 clusters Score -4161612 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35126 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -4161609.250000 Penalty: 3415.195801
	Iteration 98Q: 3 clusters Score -4161609 nChanged 13
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Mstep: Class 1 contains 35139 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4161610 nChanged 18
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Mstep: Class 1 contains 35153 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -4161618.750000 Penalty: 3415.195801
	Iteration 100F: 3 clusters Score -4161619 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35166 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -4161624.750000 Penalty: 3415.195801
	Iteration 101Q: 3 clusters Score -4161625 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4161620 nChanged 12
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Mstep: Class 1 contains 35190 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4161624 nChanged 15
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Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -4161630.500000 Penalty: 3415.195801
	Iteration 104Q: 3 clusters Score -4161630 nChanged 14
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Mstep: Class 1 contains 35219 members 
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Entering Unmasked Estep 
Score: -4161628.000000 Penalty: 3415.195801
	Iteration 105Q: 3 clusters Score -4161628 nChanged 9
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Mstep: Class 1 contains 35228 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4161628 nChanged 10
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Mstep: Class 1 contains 35236 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -4161629.750000 Penalty: 3415.195801
	Iteration 107Q: 3 clusters Score -4161630 nChanged 9
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Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 1373 members 
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	Iteration 108Q: 3 clusters Score -4161629 nChanged 6
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Mstep: Class 1 contains 35249 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4161628 nChanged 8
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Mstep: Class 1 contains 35257 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -4161634.250000 Penalty: 3415.195801
	Iteration 110Q: 3 clusters Score -4161634 nChanged 8
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Mstep: Class 1 contains 35265 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4161635 nChanged 10
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Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -4161642.750000 Penalty: 3415.195801
	Iteration 112Q: 3 clusters Score -4161643 nChanged 11
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Mstep: Class 1 contains 35286 members 
Mstep: Class 2 contains 1332 members 
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	Iteration 113Q: 3 clusters Score -4161636 nChanged 10
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	Iteration 114Q: 3 clusters Score -4161637 nChanged 8
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Mstep: Class 1 contains 35304 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4161636 nChanged 6
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4161642 nChanged 13
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Mstep: Class 1 contains 35323 members 
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Entering Unmasked Estep 
Score: -4161648.750000 Penalty: 3415.195801
	Iteration 117Q: 3 clusters Score -4161649 nChanged 7
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4161645 nChanged 8
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Mstep: Class 1 contains 35338 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4161649 nChanged 6
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Mstep: Class 1 contains 35344 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -4161651.000000 Penalty: 3415.195801
	Iteration 120F: 3 clusters Score -4161651 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35348 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -4161654.500000 Penalty: 3415.195801
	Iteration 121Q: 3 clusters Score -4161654 nChanged 2
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Mstep: Class 1 contains 35350 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4161655 nChanged 3
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Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -4161656.500000 Penalty: 3415.195801
	Iteration 123Q: 3 clusters Score -4161656 nChanged 3
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Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4161658 nChanged 2
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Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4161656 nChanged 1
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Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4161657 nChanged 3
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Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4161652 nChanged 3
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Mstep: Class 1 contains 35365 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4161656.000000 Penalty: 3415.195801
	Iteration 128Q: 3 clusters Score -4161656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35370 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -4161656.000000 Penalty: 3415.195801
	Iteration 129Q: 3 clusters Score -4161656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35378 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -4161660.500000 Penalty: 3415.195801
	Iteration 130Q: 3 clusters Score -4161660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35383 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -4161659.750000 Penalty: 3415.195801
	Iteration 131Q: 3 clusters Score -4161660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35388 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -4161666.250000 Penalty: 3415.195801
	Iteration 132Q: 3 clusters Score -4161666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35391 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4161664.750000 Penalty: 3415.195801
	Iteration 133Q: 3 clusters Score -4161665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35397 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -4161663.250000 Penalty: 3415.195801
	Iteration 134Q: 3 clusters Score -4161663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -4161663.750000 Penalty: 3415.195801
	Iteration 135Q: 3 clusters Score -4161664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -4161665.500000 Penalty: 3415.195801
	Iteration 136Q: 3 clusters Score -4161666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -4161668.750000 Penalty: 3415.195801
	Iteration 137Q: 3 clusters Score -4161669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35423 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -4161670.500000 Penalty: 3415.195801
	Iteration 138Q: 3 clusters Score -4161670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35426 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -4161675.000000 Penalty: 3415.195801
	Iteration 139Q: 3 clusters Score -4161675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35428 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -4161674.500000 Penalty: 3415.195801
	Iteration 140F: 3 clusters Score -4161674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4161674.250000 Penalty: 3415.195801
	Iteration 141Q: 3 clusters Score -4161674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4161674.250000 Penalty: 3415.195801
	Iteration 142F: 3 clusters Score -4161674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Entering Unmasked Estep 
Score: -1052072.375000 Penalty: 1481.015137
	Iteration 0F: 2 clusters Score -1052072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1045501.250000 Penalty: 2962.030273
	Iteration 0F: 3 clusters Score -1045501 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1047550.625000 Penalty: 2962.030273
	Iteration 1F: 3 clusters Score -1047551 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1047741.625000 Penalty: 2962.030273
	Iteration 2F: 3 clusters Score -1047742 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1047881.937500 Penalty: 2962.030273
	Iteration 3Q: 3 clusters Score -1047882 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1047994.625000 Penalty: 2962.030273
	Iteration 4Q: 3 clusters Score -1047995 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1048097.687500 Penalty: 2962.030273
	Iteration 5Q: 3 clusters Score -1048098 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1048190.062500 Penalty: 2962.030273
	Iteration 6Q: 3 clusters Score -1048190 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1048290.312500 Penalty: 2962.030273
	Iteration 7Q: 3 clusters Score -1048290 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1048425.562500 Penalty: 2962.030273
	Iteration 8Q: 3 clusters Score -1048426 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1048563.687500 Penalty: 2962.030273
	Iteration 9Q: 3 clusters Score -1048564 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1048723.375000 Penalty: 2962.030273
	Iteration 10Q: 3 clusters Score -1048723 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1048932.750000 Penalty: 2962.030273
	Iteration 11Q: 3 clusters Score -1048933 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1049167.000000 Penalty: 2962.030273
	Iteration 12Q: 3 clusters Score -1049167 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1049455.500000 Penalty: 2962.030273
	Iteration 13Q: 3 clusters Score -1049456 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1049704.250000 Penalty: 2962.030273
	Iteration 14Q: 3 clusters Score -1049704 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1049935.125000 Penalty: 2962.030273
	Iteration 15Q: 3 clusters Score -1049935 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1050142.250000 Penalty: 2962.030273
	Iteration 16Q: 3 clusters Score -1050142 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1050318.125000 Penalty: 2962.030273
	Iteration 17Q: 3 clusters Score -1050318 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1050455.500000 Penalty: 2962.030273
	Iteration 18Q: 3 clusters Score -1050456 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1050563.625000 Penalty: 2962.030273
	Iteration 19Q: 3 clusters Score -1050564 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1050651.375000 Penalty: 2962.030273
	Iteration 20F: 3 clusters Score -1050651 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1050744.500000 Penalty: 2962.030273
	Iteration 21Q: 3 clusters Score -1050744 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1050823.500000 Penalty: 2962.030273
	Iteration 22Q: 3 clusters Score -1050824 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1050883.375000 Penalty: 2962.030273
	Iteration 23Q: 3 clusters Score -1050883 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1050925.000000 Penalty: 2962.030273
	Iteration 24Q: 3 clusters Score -1050925 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1050957.625000 Penalty: 2962.030273
	Iteration 25Q: 3 clusters Score -1050958 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1050982.000000 Penalty: 2962.030273
	Iteration 26Q: 3 clusters Score -1050982 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1050997.125000 Penalty: 2962.030273
	Iteration 27Q: 3 clusters Score -1050997 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1051009.625000 Penalty: 2962.030273
	Iteration 28Q: 3 clusters Score -1051010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1051012.250000 Penalty: 2962.030273
	Iteration 29Q: 3 clusters Score -1051012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1051012.750000 Penalty: 2962.030273
	Iteration 30Q: 3 clusters Score -1051013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1051014.250000 Penalty: 2962.030273
	Iteration 31Q: 3 clusters Score -1051014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1051014.250000 Penalty: 2962.030273
	Iteration 32F: 3 clusters Score -1051014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -10684.282227 Penalty: 860.162048
	Iteration 0F: 2 clusters Score -10684.28 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 98 members 
Entering Unmasked Estep 
Score: -10001.734375 Penalty: 1720.324097
	Iteration 0F: 3 clusters Score -10001.73 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10156.923828 Penalty: 1720.324097
	Iteration 1F: 3 clusters Score -10156.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10190.071289 Penalty: 1720.324097
	Iteration 2F: 3 clusters Score -10190.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10213.225586 Penalty: 1720.324097
	Iteration 3Q: 3 clusters Score -10213.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10213.225586 Penalty: 1720.324097
	Iteration 4F: 3 clusters Score -10213.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Entering Unmasked Estep 
Score: -30535.849609 Penalty: 962.691589
	Iteration 0F: 2 clusters Score -30535.85 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 191 members 
Entering Unmasked Estep 
Score: -29667.693359 Penalty: 1925.383179
	Iteration 0F: 3 clusters Score -29667.69 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -29807.935547 Penalty: 1925.383179
	Iteration 1F: 3 clusters Score -29807.94 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -29867.318359 Penalty: 1925.383179
	Iteration 2F: 3 clusters Score -29867.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -29887.693359 Penalty: 1925.383179
	Iteration 3Q: 3 clusters Score -29887.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -29915.914062 Penalty: 1925.383179
	Iteration 4Q: 3 clusters Score -29915.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -29943.625000 Penalty: 1925.383179
	Iteration 5Q: 3 clusters Score -29943.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -29960.125000 Penalty: 1925.383179
	Iteration 6Q: 3 clusters Score -29960.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -29974.513672 Penalty: 1925.383179
	Iteration 7Q: 3 clusters Score -29974.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -29995.359375 Penalty: 1925.383179
	Iteration 8Q: 3 clusters Score -29995.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -30055.320312 Penalty: 1925.383179
	Iteration 9Q: 3 clusters Score -30055.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -30082.849609 Penalty: 1925.383179
	Iteration 10Q: 3 clusters Score -30082.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -30148.763672 Penalty: 1925.383179
	Iteration 11Q: 3 clusters Score -30148.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -30172.855469 Penalty: 1925.383179
	Iteration 12Q: 3 clusters Score -30172.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -30196.708984 Penalty: 1925.383179
	Iteration 13Q: 3 clusters Score -30196.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -30208.289062 Penalty: 1925.383179
	Iteration 14Q: 3 clusters Score -30208.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -30230.625000 Penalty: 1925.383179
	Iteration 15Q: 3 clusters Score -30230.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -30249.234375 Penalty: 1925.383179
	Iteration 16Q: 3 clusters Score -30249.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -30259.207031 Penalty: 1925.383179
	Iteration 17Q: 3 clusters Score -30259.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -30276.011719 Penalty: 1925.383179
	Iteration 18Q: 3 clusters Score -30276.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -30296.601562 Penalty: 1925.383179
	Iteration 19Q: 3 clusters Score -30296.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -30315.503906 Penalty: 1925.383179
	Iteration 20F: 3 clusters Score -30315.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -30341.740234 Penalty: 1925.383179
	Iteration 21Q: 3 clusters Score -30341.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -30350.275391 Penalty: 1925.383179
	Iteration 22Q: 3 clusters Score -30350.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -30365.771484 Penalty: 1925.383179
	Iteration 23Q: 3 clusters Score -30365.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -30383.509766 Penalty: 1925.383179
	Iteration 24Q: 3 clusters Score -30383.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -30391.539062 Penalty: 1925.383179
	Iteration 25Q: 3 clusters Score -30391.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -30391.539062 Penalty: 1925.383179
	Iteration 26F: 3 clusters Score -30391.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Entering Unmasked Estep 
Score: -1009163.937500 Penalty: 1477.506104
	Iteration 0F: 2 clusters Score -1009164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1002758.812500 Penalty: 2955.012207
	Iteration 0F: 3 clusters Score -1002759 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1004756.562500 Penalty: 2955.012207
	Iteration 1F: 3 clusters Score -1004757 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1005004.062500 Penalty: 2955.012207
	Iteration 2F: 3 clusters Score -1005004 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1005243.062500 Penalty: 2955.012207
	Iteration 3F: 3 clusters Score -1005243 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1005465.562500 Penalty: 2955.012207
	Iteration 4Q: 3 clusters Score -1005466 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1005708.937500 Penalty: 2955.012207
	Iteration 5Q: 3 clusters Score -1005709 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1006013.312500 Penalty: 2955.012207
	Iteration 6F: 3 clusters Score -1006013 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1006312.062500 Penalty: 2955.012207
	Iteration 7F: 3 clusters Score -1006312 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1006600.625000 Penalty: 2955.012207
	Iteration 8Q: 3 clusters Score -1006601 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1006942.750000 Penalty: 2955.012207
	Iteration 9Q: 3 clusters Score -1006943 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1007226.062500 Penalty: 2955.012207
	Iteration 10Q: 3 clusters Score -1007226 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1007453.562500 Penalty: 2955.012207
	Iteration 11Q: 3 clusters Score -1007454 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1007632.625000 Penalty: 2955.012207
	Iteration 12Q: 3 clusters Score -1007633 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1007765.312500 Penalty: 2955.012207
	Iteration 13Q: 3 clusters Score -1007765 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1007870.187500 Penalty: 2955.012207
	Iteration 14Q: 3 clusters Score -1007870 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1007947.687500 Penalty: 2955.012207
	Iteration 15Q: 3 clusters Score -1007948 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1008002.000000 Penalty: 2955.012207
	Iteration 16Q: 3 clusters Score -1008002 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1008038.187500 Penalty: 2955.012207
	Iteration 17Q: 3 clusters Score -1008038 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1008066.750000 Penalty: 2955.012207
	Iteration 18Q: 3 clusters Score -1008067 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1008078.250000 Penalty: 2955.012207
	Iteration 19Q: 3 clusters Score -1008078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1008088.250000 Penalty: 2955.012207
	Iteration 20F: 3 clusters Score -1008088 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1008100.687500 Penalty: 2955.012207
	Iteration 21Q: 3 clusters Score -1008101 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1008110.937500 Penalty: 2955.012207
	Iteration 22Q: 3 clusters Score -1008111 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -1008120.937500 Penalty: 2955.012207
	Iteration 23Q: 3 clusters Score -1008121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1008124.062500 Penalty: 2955.012207
	Iteration 24Q: 3 clusters Score -1008124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1008130.375000 Penalty: 2955.012207
	Iteration 25Q: 3 clusters Score -1008130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1008132.312500 Penalty: 2955.012207
	Iteration 26Q: 3 clusters Score -1008132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1008133.187500 Penalty: 2955.012207
	Iteration 27Q: 3 clusters Score -1008133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1008133.187500 Penalty: 2955.012207
	Iteration 28F: 3 clusters Score -1008133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -66521.968750 Penalty: 1057.432617
	Iteration 0F: 2 clusters Score -66521.97 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 302 members 
Entering Unmasked Estep 
Score: -65339.187500 Penalty: 2114.865234
	Iteration 0F: 3 clusters Score -65339.19 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -65624.140625 Penalty: 2114.865234
	Iteration 1F: 3 clusters Score -65624.14 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -65819.671875 Penalty: 2114.865234
	Iteration 2F: 3 clusters Score -65819.67 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -66010.242188 Penalty: 2114.865234
	Iteration 3F: 3 clusters Score -66010.24 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -66116.335938 Penalty: 2114.865234
	Iteration 4F: 3 clusters Score -66116.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -66159.437500 Penalty: 2114.865234
	Iteration 5Q: 3 clusters Score -66159.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -66185.195312 Penalty: 2114.865234
	Iteration 6Q: 3 clusters Score -66185.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -66195.328125 Penalty: 2114.865234
	Iteration 7Q: 3 clusters Score -66195.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -66200.203125 Penalty: 2114.865234
	Iteration 8Q: 3 clusters Score -66200.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -66204.757812 Penalty: 2114.865234
	Iteration 9Q: 3 clusters Score -66204.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -66207.820312 Penalty: 2114.865234
	Iteration 10Q: 3 clusters Score -66207.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -66212.421875 Penalty: 2114.865234
	Iteration 11Q: 3 clusters Score -66212.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -66213.671875 Penalty: 2114.865234
	Iteration 12Q: 3 clusters Score -66213.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -66217.132812 Penalty: 2114.865234
	Iteration 13Q: 3 clusters Score -66217.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -66220.992188 Penalty: 2114.865234
	Iteration 14Q: 3 clusters Score -66220.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -66231.882812 Penalty: 2114.865234
	Iteration 15Q: 3 clusters Score -66231.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -66238.773438 Penalty: 2114.865234
	Iteration 16Q: 3 clusters Score -66238.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -66240.820312 Penalty: 2114.865234
	Iteration 17Q: 3 clusters Score -66240.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -66243.335938 Penalty: 2114.865234
	Iteration 18Q: 3 clusters Score -66243.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -66243.335938 Penalty: 2114.865234
	Iteration 19F: 3 clusters Score -66243.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Entering Unmasked Estep 
Score: -2086320.625000 Penalty: 1602.242554
	Iteration 0F: 2 clusters Score -2086321 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 9568 members 
Entering Unmasked Estep 
Score: -2073170.125000 Penalty: 3204.485107
	Iteration 0F: 3 clusters Score -2073170 nChanged 8523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -2077764.000000 Penalty: 3204.485107
	Iteration 1F: 3 clusters Score -2077764 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -2078004.750000 Penalty: 3204.485107
	Iteration 2Q: 3 clusters Score -2078005 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -2078188.250000 Penalty: 3204.485107
	Iteration 3Q: 3 clusters Score -2078188 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -2078366.000000 Penalty: 3204.485107
	Iteration 4Q: 3 clusters Score -2078366 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -2078529.750000 Penalty: 3204.485107
	Iteration 5Q: 3 clusters Score -2078530 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -2078699.000000 Penalty: 3204.485107
	Iteration 6Q: 3 clusters Score -2078699 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -2078912.875000 Penalty: 3204.485107
	Iteration 7Q: 3 clusters Score -2078913 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -2079217.000000 Penalty: 3204.485107
	Iteration 8Q: 3 clusters Score -2079217 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -2079656.000000 Penalty: 3204.485107
	Iteration 9Q: 3 clusters Score -2079656 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -2080311.625000 Penalty: 3204.485107
	Iteration 10F: 3 clusters Score -2080312 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -2081205.000000 Penalty: 3204.485107
	Iteration 11F: 3 clusters Score -2081205 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -2082301.500000 Penalty: 3204.485107
	Iteration 12F: 3 clusters Score -2082302 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2083328.000000 Penalty: 3204.485107
	Iteration 13F: 3 clusters Score -2083328 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2084043.000000 Penalty: 3204.485107
	Iteration 14Q: 3 clusters Score -2084043 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2084440.000000 Penalty: 3204.485107
	Iteration 15Q: 3 clusters Score -2084440 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2084634.375000 Penalty: 3204.485107
	Iteration 16Q: 3 clusters Score -2084634 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2084743.375000 Penalty: 3204.485107
	Iteration 17Q: 3 clusters Score -2084743 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2084796.125000 Penalty: 3204.485107
	Iteration 18Q: 3 clusters Score -2084796 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2084833.625000 Penalty: 3204.485107
	Iteration 19Q: 3 clusters Score -2084834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -2084855.500000 Penalty: 3204.485107
	Iteration 20F: 3 clusters Score -2084856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2084858.500000 Penalty: 3204.485107
	Iteration 21Q: 3 clusters Score -2084858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -2084862.375000 Penalty: 3204.485107
	Iteration 22Q: 3 clusters Score -2084862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -2084864.375000 Penalty: 3204.485107
	Iteration 23Q: 3 clusters Score -2084864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -2084866.125000 Penalty: 3204.485107
	Iteration 24Q: 3 clusters Score -2084866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -2084865.875000 Penalty: 3204.485107
	Iteration 25Q: 3 clusters Score -2084866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -2084865.875000 Penalty: 3204.485107
	Iteration 26F: 3 clusters Score -2084866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (67855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67855 members 
Entering Unmasked Estep 
Score: -7726025.500000 Penalty: 1807.833374
	Iteration 0F: 2 clusters Score -7726026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 33698 members 
Entering Unmasked Estep 
Score: -7680864.500000 Penalty: 3615.666748
	Iteration 0F: 3 clusters Score -7680864 nChanged 31945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36482 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -7699382.000000 Penalty: 3615.666748
	Iteration 1F: 3 clusters Score -7699382 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38095 members 
Mstep: Class 2 contains 29760 members 
Entering Unmasked Estep 
Score: -7700261.000000 Penalty: 3615.666748
	Iteration 2Q: 3 clusters Score -7700261 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40501 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -7701517.000000 Penalty: 3615.666748
	Iteration 3Q: 3 clusters Score -7701517 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43981 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -7703667.500000 Penalty: 3615.666748
	Iteration 4F: 3 clusters Score -7703668 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48638 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -7707018.000000 Penalty: 3615.666748
	Iteration 5F: 3 clusters Score -7707018 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54222 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -7711814.000000 Penalty: 3615.666748
	Iteration 6F: 3 clusters Score -7711814 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59629 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -7716908.500000 Penalty: 3615.666748
	Iteration 7F: 3 clusters Score -7716908 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63569 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -7720706.500000 Penalty: 3615.666748
	Iteration 8F: 3 clusters Score -7720706 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65806 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -7722679.500000 Penalty: 3615.666748
	Iteration 9Q: 3 clusters Score -7722680 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66885 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -7723665.500000 Penalty: 3615.666748
	Iteration 10Q: 3 clusters Score -7723666 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67317 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -7724086.500000 Penalty: 3615.666748
	Iteration 11Q: 3 clusters Score -7724086 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67473 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -7724246.500000 Penalty: 3615.666748
	Iteration 12Q: 3 clusters Score -7724246 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67534 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -7724344.000000 Penalty: 3615.666748
	Iteration 13Q: 3 clusters Score -7724344 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67570 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -7724384.500000 Penalty: 3615.666748
	Iteration 14Q: 3 clusters Score -7724384 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67589 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -7724412.000000 Penalty: 3615.666748
	Iteration 15Q: 3 clusters Score -7724412 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67595 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -7724441.000000 Penalty: 3615.666748
	Iteration 16Q: 3 clusters Score -7724441 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67604 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -7724467.500000 Penalty: 3615.666748
	Iteration 17Q: 3 clusters Score -7724468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67608 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -7724493.500000 Penalty: 3615.666748
	Iteration 18Q: 3 clusters Score -7724494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67611 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -7724513.000000 Penalty: 3615.666748
	Iteration 19Q: 3 clusters Score -7724513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67610 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -7724524.500000 Penalty: 3615.666748
	Iteration 20F: 3 clusters Score -7724524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67612 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -7724529.500000 Penalty: 3615.666748
	Iteration 21Q: 3 clusters Score -7724530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67613 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -7724535.000000 Penalty: 3615.666748
	Iteration 22Q: 3 clusters Score -7724535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67620 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -7724551.500000 Penalty: 3615.666748
	Iteration 23Q: 3 clusters Score -7724552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67622 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -7724544.000000 Penalty: 3615.666748
	Iteration 24Q: 3 clusters Score -7724544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67626 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -7724557.000000 Penalty: 3615.666748
	Iteration 25Q: 3 clusters Score -7724557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67623 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -7724557.500000 Penalty: 3615.666748
	Iteration 26Q: 3 clusters Score -7724558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67622 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -7724558.500000 Penalty: 3615.666748
	Iteration 27Q: 3 clusters Score -7724558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67622 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -7724558.500000 Penalty: 3615.666748
	Iteration 28F: 3 clusters Score -7724558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (106098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106098 members 
Entering Unmasked Estep 
Score: -12576521.000000 Penalty: 1880.469238
	Iteration 0F: 2 clusters Score -1.257652e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53285 members 
Mstep: Class 2 contains 52813 members 
Entering Unmasked Estep 
Score: -12508334.000000 Penalty: 3760.938477
	Iteration 0F: 3 clusters Score -1.250833e+07 nChanged 50810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58529 members 
Mstep: Class 2 contains 47569 members 
Entering Unmasked Estep 
Score: -12538910.000000 Penalty: 3760.938477
	Iteration 1F: 3 clusters Score -1.253891e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61988 members 
Mstep: Class 2 contains 44110 members 
Entering Unmasked Estep 
Score: -12540596.000000 Penalty: 3760.938477
	Iteration 2Q: 3 clusters Score -1.25406e+07 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67045 members 
Mstep: Class 2 contains 39053 members 
Entering Unmasked Estep 
Score: -12543421.000000 Penalty: 3760.938477
	Iteration 3F: 3 clusters Score -1.254342e+07 nChanged 7393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73982 members 
Mstep: Class 2 contains 32116 members 
Entering Unmasked Estep 
Score: -12547943.000000 Penalty: 3760.938477
	Iteration 4F: 3 clusters Score -1.254794e+07 nChanged 8773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82609 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -12555023.000000 Penalty: 3760.938477
	Iteration 5F: 3 clusters Score -1.255502e+07 nChanged 9210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91797 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -12563123.000000 Penalty: 3760.938477
	Iteration 6F: 3 clusters Score -1.256312e+07 nChanged 7263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99046 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -12569193.000000 Penalty: 3760.938477
	Iteration 7F: 3 clusters Score -1.256919e+07 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103176 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -12572635.000000 Penalty: 3760.938477
	Iteration 8Q: 3 clusters Score -1.257264e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104847 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -12573903.000000 Penalty: 3760.938477
	Iteration 9Q: 3 clusters Score -1.25739e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105464 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -12574429.000000 Penalty: 3760.938477
	Iteration 10Q: 3 clusters Score -1.257443e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105695 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -12574652.000000 Penalty: 3760.938477
	Iteration 11Q: 3 clusters Score -1.257465e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105776 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -12574741.000000 Penalty: 3760.938477
	Iteration 12Q: 3 clusters Score -1.257474e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105817 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -12574789.000000 Penalty: 3760.938477
	Iteration 13Q: 3 clusters Score -1.257479e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105832 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -12574819.000000 Penalty: 3760.938477
	Iteration 14Q: 3 clusters Score -1.257482e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105842 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -12574830.000000 Penalty: 3760.938477
	Iteration 15Q: 3 clusters Score -1.257483e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105851 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -12574841.000000 Penalty: 3760.938477
	Iteration 16Q: 3 clusters Score -1.257484e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105859 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -12574855.000000 Penalty: 3760.938477
	Iteration 17Q: 3 clusters Score -1.257486e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105864 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -12574863.000000 Penalty: 3760.938477
	Iteration 18Q: 3 clusters Score -1.257486e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105866 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -12574868.000000 Penalty: 3760.938477
	Iteration 19Q: 3 clusters Score -1.257487e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105870 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -12574873.000000 Penalty: 3760.938477
	Iteration 20F: 3 clusters Score -1.257487e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105876 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -12574881.000000 Penalty: 3760.938477
	Iteration 21Q: 3 clusters Score -1.257488e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105879 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -12574893.000000 Penalty: 3760.938477
	Iteration 22Q: 3 clusters Score -1.257489e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105884 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -12574888.000000 Penalty: 3760.938477
	Iteration 23Q: 3 clusters Score -1.257489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105885 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -12574895.000000 Penalty: 3760.938477
	Iteration 24Q: 3 clusters Score -1.25749e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105886 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -12574894.000000 Penalty: 3760.938477
	Iteration 25Q: 3 clusters Score -1.257489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105888 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -12574898.000000 Penalty: 3760.938477
	Iteration 26Q: 3 clusters Score -1.25749e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105888 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -12574898.000000 Penalty: 3760.938477
	Iteration 27F: 3 clusters Score -1.25749e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (50741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50741 members 
Entering Unmasked Estep 
Score: -5971440.500000 Penalty: 1760.604614
	Iteration 0F: 2 clusters Score -5971440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -5937454.500000 Penalty: 3521.209229
	Iteration 0F: 3 clusters Score -5937454 nChanged 23789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -5950832.500000 Penalty: 3521.209229
	Iteration 1F: 3 clusters Score -5950832 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -5951265.000000 Penalty: 3521.209229
	Iteration 2Q: 3 clusters Score -5951265 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -5951708.500000 Penalty: 3521.209229
	Iteration 3Q: 3 clusters Score -5951708 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -5952102.500000 Penalty: 3521.209229
	Iteration 4Q: 3 clusters Score -5952102 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -5952626.000000 Penalty: 3521.209229
	Iteration 5Q: 3 clusters Score -5952626 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -5953409.500000 Penalty: 3521.209229
	Iteration 6Q: 3 clusters Score -5953410 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29709 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -5954340.500000 Penalty: 3521.209229
	Iteration 7Q: 3 clusters Score -5954340 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31700 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -5955819.000000 Penalty: 3521.209229
	Iteration 8Q: 3 clusters Score -5955819 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34221 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -5957822.000000 Penalty: 3521.209229
	Iteration 9F: 3 clusters Score -5957822 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36993 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -5960135.500000 Penalty: 3521.209229
	Iteration 10F: 3 clusters Score -5960136 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39688 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -5962341.000000 Penalty: 3521.209229
	Iteration 11F: 3 clusters Score -5962341 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41949 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -5964042.500000 Penalty: 3521.209229
	Iteration 12Q: 3 clusters Score -5964042 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43781 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -5965383.500000 Penalty: 3521.209229
	Iteration 13Q: 3 clusters Score -5965384 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45274 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -5966428.000000 Penalty: 3521.209229
	Iteration 14Q: 3 clusters Score -5966428 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46446 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -5967145.000000 Penalty: 3521.209229
	Iteration 15Q: 3 clusters Score -5967145 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47466 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -5967833.500000 Penalty: 3521.209229
	Iteration 16Q: 3 clusters Score -5967834 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48266 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -5968352.500000 Penalty: 3521.209229
	Iteration 17Q: 3 clusters Score -5968352 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48897 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -5968783.500000 Penalty: 3521.209229
	Iteration 18Q: 3 clusters Score -5968784 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49379 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -5969092.000000 Penalty: 3521.209229
	Iteration 19Q: 3 clusters Score -5969092 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49704 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -5969286.000000 Penalty: 3521.209229
	Iteration 20F: 3 clusters Score -5969286 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49936 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -5969467.000000 Penalty: 3521.209229
	Iteration 21Q: 3 clusters Score -5969467 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50082 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5969585.500000 Penalty: 3521.209229
	Iteration 22Q: 3 clusters Score -5969586 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50191 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5969679.000000 Penalty: 3521.209229
	Iteration 23Q: 3 clusters Score -5969679 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50275 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -5969761.000000 Penalty: 3521.209229
	Iteration 24Q: 3 clusters Score -5969761 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50316 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -5969808.500000 Penalty: 3521.209229
	Iteration 25Q: 3 clusters Score -5969808 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50341 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5969845.000000 Penalty: 3521.209229
	Iteration 26Q: 3 clusters Score -5969845 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50363 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5969871.000000 Penalty: 3521.209229
	Iteration 27Q: 3 clusters Score -5969871 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50382 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5969898.500000 Penalty: 3521.209229
	Iteration 28Q: 3 clusters Score -5969898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50393 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -5969920.000000 Penalty: 3521.209229
	Iteration 29Q: 3 clusters Score -5969920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50398 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -5969931.000000 Penalty: 3521.209229
	Iteration 30Q: 3 clusters Score -5969931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50404 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -5969936.500000 Penalty: 3521.209229
	Iteration 31Q: 3 clusters Score -5969936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50406 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -5969933.500000 Penalty: 3521.209229
	Iteration 32Q: 3 clusters Score -5969934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50409 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -5969933.000000 Penalty: 3521.209229
	Iteration 33Q: 3 clusters Score -5969933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50409 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -5969933.000000 Penalty: 3521.209229
	Iteration 34F: 3 clusters Score -5969933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Entering Unmasked Estep 
Score: -370631.312500 Penalty: 1320.847168
	Iteration 0F: 2 clusters Score -370631.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -367660.156250 Penalty: 2641.694336
	Iteration 0F: 3 clusters Score -367660.2 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -368419.156250 Penalty: 2641.694336
	Iteration 1F: 3 clusters Score -368419.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -368569.343750 Penalty: 2641.694336
	Iteration 2F: 3 clusters Score -368569.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -368646.312500 Penalty: 2641.694336
	Iteration 3Q: 3 clusters Score -368646.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -368700.937500 Penalty: 2641.694336
	Iteration 4Q: 3 clusters Score -368700.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -368746.906250 Penalty: 2641.694336
	Iteration 5Q: 3 clusters Score -368746.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -368787.968750 Penalty: 2641.694336
	Iteration 6Q: 3 clusters Score -368788 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -368815.375000 Penalty: 2641.694336
	Iteration 7Q: 3 clusters Score -368815.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -368838.031250 Penalty: 2641.694336
	Iteration 8Q: 3 clusters Score -368838 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -368860.812500 Penalty: 2641.694336
	Iteration 9Q: 3 clusters Score -368860.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -368882.406250 Penalty: 2641.694336
	Iteration 10Q: 3 clusters Score -368882.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -368899.062500 Penalty: 2641.694336
	Iteration 11Q: 3 clusters Score -368899.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -368914.093750 Penalty: 2641.694336
	Iteration 12Q: 3 clusters Score -368914.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -368931.406250 Penalty: 2641.694336
	Iteration 13Q: 3 clusters Score -368931.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -368948.093750 Penalty: 2641.694336
	Iteration 14Q: 3 clusters Score -368948.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -368965.593750 Penalty: 2641.694336
	Iteration 15Q: 3 clusters Score -368965.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -368981.437500 Penalty: 2641.694336
	Iteration 16Q: 3 clusters Score -368981.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -368996.437500 Penalty: 2641.694336
	Iteration 17Q: 3 clusters Score -368996.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -369018.250000 Penalty: 2641.694336
	Iteration 18Q: 3 clusters Score -369018.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -369043.781250 Penalty: 2641.694336
	Iteration 19Q: 3 clusters Score -369043.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -369078.906250 Penalty: 2641.694336
	Iteration 20F: 3 clusters Score -369078.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -369107.156250 Penalty: 2641.694336
	Iteration 21Q: 3 clusters Score -369107.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -369131.343750 Penalty: 2641.694336
	Iteration 22Q: 3 clusters Score -369131.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -369157.312500 Penalty: 2641.694336
	Iteration 23Q: 3 clusters Score -369157.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -369187.125000 Penalty: 2641.694336
	Iteration 24Q: 3 clusters Score -369187.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -369206.968750 Penalty: 2641.694336
	Iteration 25Q: 3 clusters Score -369207 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -369225.593750 Penalty: 2641.694336
	Iteration 26Q: 3 clusters Score -369225.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -369237.968750 Penalty: 2641.694336
	Iteration 27Q: 3 clusters Score -369238 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -369251.656250 Penalty: 2641.694336
	Iteration 28Q: 3 clusters Score -369251.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -369263.656250 Penalty: 2641.694336
	Iteration 29Q: 3 clusters Score -369263.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -369278.812500 Penalty: 2641.694336
	Iteration 30Q: 3 clusters Score -369278.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -369288.343750 Penalty: 2641.694336
	Iteration 31Q: 3 clusters Score -369288.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -369302.937500 Penalty: 2641.694336
	Iteration 32Q: 3 clusters Score -369302.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -369318.406250 Penalty: 2641.694336
	Iteration 33Q: 3 clusters Score -369318.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -369336.812500 Penalty: 2641.694336
	Iteration 34Q: 3 clusters Score -369336.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -369349.375000 Penalty: 2641.694336
	Iteration 35Q: 3 clusters Score -369349.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -369358.125000 Penalty: 2641.694336
	Iteration 36Q: 3 clusters Score -369358.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -369364.500000 Penalty: 2641.694336
	Iteration 37Q: 3 clusters Score -369364.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -369367.968750 Penalty: 2641.694336
	Iteration 38Q: 3 clusters Score -369368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -369371.062500 Penalty: 2641.694336
	Iteration 39Q: 3 clusters Score -369371.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -369371.625000 Penalty: 2641.694336
	Iteration 40F: 3 clusters Score -369371.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -369372.593750 Penalty: 2641.694336
	Iteration 41Q: 3 clusters Score -369372.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -369372.593750 Penalty: 2641.694336
	Iteration 42F: 3 clusters Score -369372.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (132966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132966 members 
Entering Unmasked Estep 
Score: -15719136.000000 Penalty: 1917.150391
	Iteration 0F: 2 clusters Score -1.571914e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66605 members 
Mstep: Class 2 contains 66361 members 
Entering Unmasked Estep 
Score: -15640806.000000 Penalty: 3834.300781
	Iteration 0F: 3 clusters Score -1.564081e+07 nChanged 63969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69202 members 
Mstep: Class 2 contains 63764 members 
Entering Unmasked Estep 
Score: -15677880.000000 Penalty: 3834.300781
	Iteration 1F: 3 clusters Score -1.567788e+07 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71021 members 
Mstep: Class 2 contains 61945 members 
Entering Unmasked Estep 
Score: -15678624.000000 Penalty: 3834.300781
	Iteration 2Q: 3 clusters Score -1.567862e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73700 members 
Mstep: Class 2 contains 59266 members 
Entering Unmasked Estep 
Score: -15679759.000000 Penalty: 3834.300781
	Iteration 3Q: 3 clusters Score -1.567976e+07 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77567 members 
Mstep: Class 2 contains 55399 members 
Entering Unmasked Estep 
Score: -15681455.000000 Penalty: 3834.300781
	Iteration 4Q: 3 clusters Score -1.568146e+07 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83133 members 
Mstep: Class 2 contains 49833 members 
Entering Unmasked Estep 
Score: -15684532.000000 Penalty: 3834.300781
	Iteration 5Q: 3 clusters Score -1.568453e+07 nChanged 8159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90928 members 
Mstep: Class 2 contains 42038 members 
Entering Unmasked Estep 
Score: -15689847.000000 Penalty: 3834.300781
	Iteration 6F: 3 clusters Score -1.568985e+07 nChanged 10341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101171 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -15696724.000000 Penalty: 3834.300781
	Iteration 7F: 3 clusters Score -1.569672e+07 nChanged 12099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113210 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -15705331.000000 Penalty: 3834.300781
	Iteration 8F: 3 clusters Score -1.570533e+07 nChanged 9641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122837 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -15711561.000000 Penalty: 3834.300781
	Iteration 9F: 3 clusters Score -1.571156e+07 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128412 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -15714693.000000 Penalty: 3834.300781
	Iteration 10Q: 3 clusters Score -1.571469e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130997 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -15716150.000000 Penalty: 3834.300781
	Iteration 11Q: 3 clusters Score -1.571615e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132025 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -15716773.000000 Penalty: 3834.300781
	Iteration 12Q: 3 clusters Score -1.571677e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132442 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -15717144.000000 Penalty: 3834.300781
	Iteration 13Q: 3 clusters Score -1.571714e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132600 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -15717261.000000 Penalty: 3834.300781
	Iteration 14Q: 3 clusters Score -1.571726e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132656 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -15717300.000000 Penalty: 3834.300781
	Iteration 15Q: 3 clusters Score -1.57173e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132687 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -15717337.000000 Penalty: 3834.300781
	Iteration 16Q: 3 clusters Score -1.571734e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132702 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -15717362.000000 Penalty: 3834.300781
	Iteration 17Q: 3 clusters Score -1.571736e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132713 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -15717369.000000 Penalty: 3834.300781
	Iteration 18Q: 3 clusters Score -1.571737e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132720 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -15717377.000000 Penalty: 3834.300781
	Iteration 19Q: 3 clusters Score -1.571738e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132724 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -15717394.000000 Penalty: 3834.300781
	Iteration 20F: 3 clusters Score -1.571739e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132727 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -15717396.000000 Penalty: 3834.300781
	Iteration 21Q: 3 clusters Score -1.57174e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132732 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -15717407.000000 Penalty: 3834.300781
	Iteration 22Q: 3 clusters Score -1.571741e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132736 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -15717415.000000 Penalty: 3834.300781
	Iteration 23Q: 3 clusters Score -1.571742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132740 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -15717407.000000 Penalty: 3834.300781
	Iteration 24Q: 3 clusters Score -1.571741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132742 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -15717410.000000 Penalty: 3834.300781
	Iteration 25Q: 3 clusters Score -1.571741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132742 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -15717407.000000 Penalty: 3834.300781
	Iteration 26Q: 3 clusters Score -1.571741e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132743 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -15717409.000000 Penalty: 3834.300781
	Iteration 27Q: 3 clusters Score -1.571741e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132744 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -15717415.000000 Penalty: 3834.300781
	Iteration 28Q: 3 clusters Score -1.571742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132745 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -15717404.000000 Penalty: 3834.300781
	Iteration 29Q: 3 clusters Score -1.57174e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132744 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -15717417.000000 Penalty: 3834.300781
	Iteration 30Q: 3 clusters Score -1.571742e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132744 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -15717417.000000 Penalty: 3834.300781
	Iteration 31F: 3 clusters Score -1.571742e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (33769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Entering Unmasked Estep 
Score: -4043941.000000 Penalty: 1694.436035
	Iteration 0F: 2 clusters Score -4043941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -4021333.500000 Penalty: 3388.872070
	Iteration 0F: 3 clusters Score -4021334 nChanged 15657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -4030060.500000 Penalty: 3388.872070
	Iteration 1F: 3 clusters Score -4030060 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -4030440.500000 Penalty: 3388.872070
	Iteration 2Q: 3 clusters Score -4030440 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -4030819.500000 Penalty: 3388.872070
	Iteration 3Q: 3 clusters Score -4030820 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -4031227.000000 Penalty: 3388.872070
	Iteration 4Q: 3 clusters Score -4031227 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -4031784.750000 Penalty: 3388.872070
	Iteration 5Q: 3 clusters Score -4031785 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -4032571.500000 Penalty: 3388.872070
	Iteration 6Q: 3 clusters Score -4032572 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -4033672.500000 Penalty: 3388.872070
	Iteration 7F: 3 clusters Score -4033672 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -4035134.250000 Penalty: 3388.872070
	Iteration 8F: 3 clusters Score -4035134 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -4036834.500000 Penalty: 3388.872070
	Iteration 9F: 3 clusters Score -4036834 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -4038400.500000 Penalty: 3388.872070
	Iteration 10F: 3 clusters Score -4038400 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29261 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -4039518.000000 Penalty: 3388.872070
	Iteration 11Q: 3 clusters Score -4039518 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -4040305.250000 Penalty: 3388.872070
	Iteration 12Q: 3 clusters Score -4040305 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31056 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -4040859.750000 Penalty: 3388.872070
	Iteration 13Q: 3 clusters Score -4040860 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31638 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -4041260.750000 Penalty: 3388.872070
	Iteration 14Q: 3 clusters Score -4041261 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32111 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -4041606.250000 Penalty: 3388.872070
	Iteration 15Q: 3 clusters Score -4041606 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32484 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -4041872.250000 Penalty: 3388.872070
	Iteration 16Q: 3 clusters Score -4041872 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -4042076.500000 Penalty: 3388.872070
	Iteration 17Q: 3 clusters Score -4042076 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32941 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -4042196.750000 Penalty: 3388.872070
	Iteration 18Q: 3 clusters Score -4042197 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33065 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4042266.250000 Penalty: 3388.872070
	Iteration 19Q: 3 clusters Score -4042266 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4042310.250000 Penalty: 3388.872070
	Iteration 20F: 3 clusters Score -4042310 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33212 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4042349.500000 Penalty: 3388.872070
	Iteration 21Q: 3 clusters Score -4042350 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -4042374.250000 Penalty: 3388.872070
	Iteration 22Q: 3 clusters Score -4042374 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -4042385.000000 Penalty: 3388.872070
	Iteration 23Q: 3 clusters Score -4042385 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33307 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -4042404.000000 Penalty: 3388.872070
	Iteration 24Q: 3 clusters Score -4042404 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33335 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4042418.750000 Penalty: 3388.872070
	Iteration 25Q: 3 clusters Score -4042419 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33356 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -4042435.750000 Penalty: 3388.872070
	Iteration 26Q: 3 clusters Score -4042436 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33377 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -4042450.000000 Penalty: 3388.872070
	Iteration 27Q: 3 clusters Score -4042450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33395 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4042469.000000 Penalty: 3388.872070
	Iteration 28Q: 3 clusters Score -4042469 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4042475.500000 Penalty: 3388.872070
	Iteration 29Q: 3 clusters Score -4042476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33422 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4042484.750000 Penalty: 3388.872070
	Iteration 30Q: 3 clusters Score -4042485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33428 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4042489.250000 Penalty: 3388.872070
	Iteration 31Q: 3 clusters Score -4042489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4042494.000000 Penalty: 3388.872070
	Iteration 32Q: 3 clusters Score -4042494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4042497.250000 Penalty: 3388.872070
	Iteration 33Q: 3 clusters Score -4042497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33442 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4042497.750000 Penalty: 3388.872070
	Iteration 34Q: 3 clusters Score -4042498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33445 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4042495.750000 Penalty: 3388.872070
	Iteration 35Q: 3 clusters Score -4042496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33448 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4042504.000000 Penalty: 3388.872070
	Iteration 36Q: 3 clusters Score -4042504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33451 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4042501.250000 Penalty: 3388.872070
	Iteration 37Q: 3 clusters Score -4042501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33452 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4042503.500000 Penalty: 3388.872070
	Iteration 38Q: 3 clusters Score -4042504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33452 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4042503.500000 Penalty: 3388.872070
	Iteration 39F: 3 clusters Score -4042504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Entering Unmasked Estep 
Score: -1210737.875000 Penalty: 1498.136353
	Iteration 0F: 2 clusters Score -1210738 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 4971 members 
Entering Unmasked Estep 
Score: -1203578.500000 Penalty: 2996.272705
	Iteration 0F: 3 clusters Score -1203578 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1205865.000000 Penalty: 2996.272705
	Iteration 1F: 3 clusters Score -1205865 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1206136.375000 Penalty: 2996.272705
	Iteration 2F: 3 clusters Score -1206136 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1206367.125000 Penalty: 2996.272705
	Iteration 3F: 3 clusters Score -1206367 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1206586.875000 Penalty: 2996.272705
	Iteration 4Q: 3 clusters Score -1206587 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1206821.750000 Penalty: 2996.272705
	Iteration 5Q: 3 clusters Score -1206822 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1207091.875000 Penalty: 2996.272705
	Iteration 6Q: 3 clusters Score -1207092 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1207434.625000 Penalty: 2996.272705
	Iteration 7F: 3 clusters Score -1207435 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1207849.000000 Penalty: 2996.272705
	Iteration 8F: 3 clusters Score -1207849 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1208296.125000 Penalty: 2996.272705
	Iteration 9F: 3 clusters Score -1208296 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1208729.750000 Penalty: 2996.272705
	Iteration 10Q: 3 clusters Score -1208730 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1209021.625000 Penalty: 2996.272705
	Iteration 11Q: 3 clusters Score -1209022 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1209179.750000 Penalty: 2996.272705
	Iteration 12Q: 3 clusters Score -1209180 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1209267.875000 Penalty: 2996.272705
	Iteration 13Q: 3 clusters Score -1209268 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1209308.250000 Penalty: 2996.272705
	Iteration 14Q: 3 clusters Score -1209308 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1209335.375000 Penalty: 2996.272705
	Iteration 15Q: 3 clusters Score -1209335 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1209359.500000 Penalty: 2996.272705
	Iteration 16Q: 3 clusters Score -1209360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1209370.000000 Penalty: 2996.272705
	Iteration 17Q: 3 clusters Score -1209370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1209373.250000 Penalty: 2996.272705
	Iteration 18Q: 3 clusters Score -1209373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1209378.875000 Penalty: 2996.272705
	Iteration 19Q: 3 clusters Score -1209379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1209382.000000 Penalty: 2996.272705
	Iteration 20F: 3 clusters Score -1209382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1209387.500000 Penalty: 2996.272705
	Iteration 21Q: 3 clusters Score -1209388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1209387.625000 Penalty: 2996.272705
	Iteration 22Q: 3 clusters Score -1209388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1209387.625000 Penalty: 2996.272705
	Iteration 23F: 3 clusters Score -1209388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Entering Unmasked Estep 
Score: -1067328.375000 Penalty: 1487.814087
	Iteration 0F: 2 clusters Score -1067328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1060558.625000 Penalty: 2975.628174
	Iteration 0F: 3 clusters Score -1060559 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1062604.250000 Penalty: 2975.628174
	Iteration 1F: 3 clusters Score -1062604 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1062828.875000 Penalty: 2975.628174
	Iteration 2F: 3 clusters Score -1062829 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1063016.750000 Penalty: 2975.628174
	Iteration 3F: 3 clusters Score -1063017 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1063156.625000 Penalty: 2975.628174
	Iteration 4Q: 3 clusters Score -1063157 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1063272.125000 Penalty: 2975.628174
	Iteration 5Q: 3 clusters Score -1063272 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1063384.875000 Penalty: 2975.628174
	Iteration 6Q: 3 clusters Score -1063385 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1063501.250000 Penalty: 2975.628174
	Iteration 7Q: 3 clusters Score -1063501 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1063624.625000 Penalty: 2975.628174
	Iteration 8Q: 3 clusters Score -1063625 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1063752.000000 Penalty: 2975.628174
	Iteration 9Q: 3 clusters Score -1063752 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1063872.875000 Penalty: 2975.628174
	Iteration 10Q: 3 clusters Score -1063873 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1064003.625000 Penalty: 2975.628174
	Iteration 11Q: 3 clusters Score -1064004 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1064137.750000 Penalty: 2975.628174
	Iteration 12Q: 3 clusters Score -1064138 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1064275.375000 Penalty: 2975.628174
	Iteration 13Q: 3 clusters Score -1064275 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1064406.000000 Penalty: 2975.628174
	Iteration 14Q: 3 clusters Score -1064406 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1064532.375000 Penalty: 2975.628174
	Iteration 15Q: 3 clusters Score -1064532 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1064637.250000 Penalty: 2975.628174
	Iteration 16Q: 3 clusters Score -1064637 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1064718.500000 Penalty: 2975.628174
	Iteration 17Q: 3 clusters Score -1064718 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1064778.125000 Penalty: 2975.628174
	Iteration 18Q: 3 clusters Score -1064778 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1064820.250000 Penalty: 2975.628174
	Iteration 19Q: 3 clusters Score -1064820 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1064848.000000 Penalty: 2975.628174
	Iteration 20F: 3 clusters Score -1064848 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1064870.250000 Penalty: 2975.628174
	Iteration 21Q: 3 clusters Score -1064870 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1064891.375000 Penalty: 2975.628174
	Iteration 22Q: 3 clusters Score -1064891 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1064910.250000 Penalty: 2975.628174
	Iteration 23Q: 3 clusters Score -1064910 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1064927.125000 Penalty: 2975.628174
	Iteration 24Q: 3 clusters Score -1064927 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1064945.500000 Penalty: 2975.628174
	Iteration 25Q: 3 clusters Score -1064946 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1064960.750000 Penalty: 2975.628174
	Iteration 26Q: 3 clusters Score -1064961 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1064977.750000 Penalty: 2975.628174
	Iteration 27Q: 3 clusters Score -1064978 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1064990.500000 Penalty: 2975.628174
	Iteration 28Q: 3 clusters Score -1064990 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1065010.875000 Penalty: 2975.628174
	Iteration 29Q: 3 clusters Score -1065011 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1065033.375000 Penalty: 2975.628174
	Iteration 30Q: 3 clusters Score -1065033 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1065055.875000 Penalty: 2975.628174
	Iteration 31Q: 3 clusters Score -1065056 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1065083.625000 Penalty: 2975.628174
	Iteration 32Q: 3 clusters Score -1065084 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1065105.250000 Penalty: 2975.628174
	Iteration 33Q: 3 clusters Score -1065105 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1065124.875000 Penalty: 2975.628174
	Iteration 34Q: 3 clusters Score -1065125 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1065151.250000 Penalty: 2975.628174
	Iteration 35Q: 3 clusters Score -1065151 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1065172.250000 Penalty: 2975.628174
	Iteration 36Q: 3 clusters Score -1065172 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1065198.875000 Penalty: 2975.628174
	Iteration 37Q: 3 clusters Score -1065199 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1065224.875000 Penalty: 2975.628174
	Iteration 38Q: 3 clusters Score -1065225 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1065261.375000 Penalty: 2975.628174
	Iteration 39Q: 3 clusters Score -1065261 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1065295.875000 Penalty: 2975.628174
	Iteration 40F: 3 clusters Score -1065296 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1065326.875000 Penalty: 2975.628174
	Iteration 41Q: 3 clusters Score -1065327 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1065354.250000 Penalty: 2975.628174
	Iteration 42Q: 3 clusters Score -1065354 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1065390.250000 Penalty: 2975.628174
	Iteration 43Q: 3 clusters Score -1065390 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1065418.250000 Penalty: 2975.628174
	Iteration 44Q: 3 clusters Score -1065418 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1065440.625000 Penalty: 2975.628174
	Iteration 45Q: 3 clusters Score -1065441 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1065468.750000 Penalty: 2975.628174
	Iteration 46Q: 3 clusters Score -1065469 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1065497.750000 Penalty: 2975.628174
	Iteration 47Q: 3 clusters Score -1065498 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1065524.250000 Penalty: 2975.628174
	Iteration 48Q: 3 clusters Score -1065524 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1065556.375000 Penalty: 2975.628174
	Iteration 49Q: 3 clusters Score -1065556 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1065590.875000 Penalty: 2975.628174
	Iteration 50Q: 3 clusters Score -1065591 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1065632.625000 Penalty: 2975.628174
	Iteration 51Q: 3 clusters Score -1065633 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1065688.625000 Penalty: 2975.628174
	Iteration 52Q: 3 clusters Score -1065689 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1065747.750000 Penalty: 2975.628174
	Iteration 53Q: 3 clusters Score -1065748 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1065824.250000 Penalty: 2975.628174
	Iteration 54Q: 3 clusters Score -1065824 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1065871.875000 Penalty: 2975.628174
	Iteration 55Q: 3 clusters Score -1065872 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1065909.125000 Penalty: 2975.628174
	Iteration 56Q: 3 clusters Score -1065909 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1065931.750000 Penalty: 2975.628174
	Iteration 57Q: 3 clusters Score -1065932 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1065952.250000 Penalty: 2975.628174
	Iteration 58Q: 3 clusters Score -1065952 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1065969.125000 Penalty: 2975.628174
	Iteration 59Q: 3 clusters Score -1065969 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1065977.750000 Penalty: 2975.628174
	Iteration 60F: 3 clusters Score -1065978 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1065986.625000 Penalty: 2975.628174
	Iteration 61Q: 3 clusters Score -1065987 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1065994.000000 Penalty: 2975.628174
	Iteration 62Q: 3 clusters Score -1065994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1065998.125000 Penalty: 2975.628174
	Iteration 63Q: 3 clusters Score -1065998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1066003.000000 Penalty: 2975.628174
	Iteration 64Q: 3 clusters Score -1066003 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1066007.750000 Penalty: 2975.628174
	Iteration 65Q: 3 clusters Score -1066008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1066008.750000 Penalty: 2975.628174
	Iteration 66Q: 3 clusters Score -1066009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1066011.875000 Penalty: 2975.628174
	Iteration 67Q: 3 clusters Score -1066012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1066010.250000 Penalty: 2975.628174
	Iteration 68Q: 3 clusters Score -1066010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1066010.125000 Penalty: 2975.628174
	Iteration 69Q: 3 clusters Score -1066010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1066010.125000 Penalty: 2975.628174
	Iteration 70F: 3 clusters Score -1066010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Entering Unmasked Estep 
Score: -391714.812500 Penalty: 1331.202637
	Iteration 0F: 2 clusters Score -391714.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -388585.187500 Penalty: 2662.405273
	Iteration 0F: 3 clusters Score -388585.2 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -389322.656250 Penalty: 2662.405273
	Iteration 1F: 3 clusters Score -389322.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -389452.625000 Penalty: 2662.405273
	Iteration 2F: 3 clusters Score -389452.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -389544.968750 Penalty: 2662.405273
	Iteration 3F: 3 clusters Score -389545 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -389604.781250 Penalty: 2662.405273
	Iteration 4Q: 3 clusters Score -389604.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -389656.687500 Penalty: 2662.405273
	Iteration 5Q: 3 clusters Score -389656.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -389710.156250 Penalty: 2662.405273
	Iteration 6Q: 3 clusters Score -389710.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -389756.406250 Penalty: 2662.405273
	Iteration 7Q: 3 clusters Score -389756.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -389789.875000 Penalty: 2662.405273
	Iteration 8Q: 3 clusters Score -389789.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -389816.500000 Penalty: 2662.405273
	Iteration 9Q: 3 clusters Score -389816.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -389847.812500 Penalty: 2662.405273
	Iteration 10Q: 3 clusters Score -389847.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -389879.062500 Penalty: 2662.405273
	Iteration 11Q: 3 clusters Score -389879.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -389908.531250 Penalty: 2662.405273
	Iteration 12Q: 3 clusters Score -389908.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -389945.062500 Penalty: 2662.405273
	Iteration 13Q: 3 clusters Score -389945.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -389990.562500 Penalty: 2662.405273
	Iteration 14Q: 3 clusters Score -389990.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -390036.468750 Penalty: 2662.405273
	Iteration 15Q: 3 clusters Score -390036.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -390080.312500 Penalty: 2662.405273
	Iteration 16Q: 3 clusters Score -390080.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -390123.062500 Penalty: 2662.405273
	Iteration 17Q: 3 clusters Score -390123.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -390168.812500 Penalty: 2662.405273
	Iteration 18Q: 3 clusters Score -390168.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -390203.906250 Penalty: 2662.405273
	Iteration 19Q: 3 clusters Score -390203.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -390242.750000 Penalty: 2662.405273
	Iteration 20F: 3 clusters Score -390242.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -390271.750000 Penalty: 2662.405273
	Iteration 21Q: 3 clusters Score -390271.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -390298.156250 Penalty: 2662.405273
	Iteration 22Q: 3 clusters Score -390298.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -390321.000000 Penalty: 2662.405273
	Iteration 23Q: 3 clusters Score -390321 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -390343.031250 Penalty: 2662.405273
	Iteration 24Q: 3 clusters Score -390343 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -390356.937500 Penalty: 2662.405273
	Iteration 25Q: 3 clusters Score -390356.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -390369.781250 Penalty: 2662.405273
	Iteration 26Q: 3 clusters Score -390369.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -390386.468750 Penalty: 2662.405273
	Iteration 27Q: 3 clusters Score -390386.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -390408.093750 Penalty: 2662.405273
	Iteration 28Q: 3 clusters Score -390408.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -390425.562500 Penalty: 2662.405273
	Iteration 29Q: 3 clusters Score -390425.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -390440.781250 Penalty: 2662.405273
	Iteration 30Q: 3 clusters Score -390440.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -390457.968750 Penalty: 2662.405273
	Iteration 31Q: 3 clusters Score -390458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -390469.031250 Penalty: 2662.405273
	Iteration 32Q: 3 clusters Score -390469 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -390480.906250 Penalty: 2662.405273
	Iteration 33Q: 3 clusters Score -390480.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -390487.781250 Penalty: 2662.405273
	Iteration 34Q: 3 clusters Score -390487.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -390495.125000 Penalty: 2662.405273
	Iteration 35Q: 3 clusters Score -390495.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -390499.375000 Penalty: 2662.405273
	Iteration 36Q: 3 clusters Score -390499.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -390502.031250 Penalty: 2662.405273
	Iteration 37Q: 3 clusters Score -390502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -390503.593750 Penalty: 2662.405273
	Iteration 38Q: 3 clusters Score -390503.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -390508.812500 Penalty: 2662.405273
	Iteration 39Q: 3 clusters Score -390508.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -390515.281250 Penalty: 2662.405273
	Iteration 40F: 3 clusters Score -390515.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -390517.312500 Penalty: 2662.405273
	Iteration 41Q: 3 clusters Score -390517.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -390518.812500 Penalty: 2662.405273
	Iteration 42Q: 3 clusters Score -390518.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -390522.562500 Penalty: 2662.405273
	Iteration 43Q: 3 clusters Score -390522.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -390523.906250 Penalty: 2662.405273
	Iteration 44Q: 3 clusters Score -390523.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -390525.500000 Penalty: 2662.405273
	Iteration 45Q: 3 clusters Score -390525.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -390528.468750 Penalty: 2662.405273
	Iteration 46Q: 3 clusters Score -390528.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -390529.687500 Penalty: 2662.405273
	Iteration 47Q: 3 clusters Score -390529.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -390531.531250 Penalty: 2662.405273
	Iteration 48Q: 3 clusters Score -390531.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -390531.343750 Penalty: 2662.405273
	Iteration 49Q: 3 clusters Score -390531.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -390534.500000 Penalty: 2662.405273
	Iteration 50Q: 3 clusters Score -390534.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -390536.125000 Penalty: 2662.405273
	Iteration 51Q: 3 clusters Score -390536.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -390541.781250 Penalty: 2662.405273
	Iteration 52Q: 3 clusters Score -390541.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -390546.687500 Penalty: 2662.405273
	Iteration 53Q: 3 clusters Score -390546.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -390552.656250 Penalty: 2662.405273
	Iteration 54Q: 3 clusters Score -390552.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -390555.593750 Penalty: 2662.405273
	Iteration 55Q: 3 clusters Score -390555.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -390558.093750 Penalty: 2662.405273
	Iteration 56Q: 3 clusters Score -390558.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -390559.312500 Penalty: 2662.405273
	Iteration 57Q: 3 clusters Score -390559.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -390559.312500 Penalty: 2662.405273
	Iteration 58F: 3 clusters Score -390559.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Entering Unmasked Estep 
Score: -73732.156250 Penalty: 1076.841553
	Iteration 0F: 2 clusters Score -73732.16 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 397 members 
Entering Unmasked Estep 
Score: -72527.515625 Penalty: 2153.683105
	Iteration 0F: 3 clusters Score -72527.52 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -72886.609375 Penalty: 2153.683105
	Iteration 1F: 3 clusters Score -72886.61 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -73030.093750 Penalty: 2153.683105
	Iteration 2F: 3 clusters Score -73030.09 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -73129.726562 Penalty: 2153.683105
	Iteration 3F: 3 clusters Score -73129.73 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -73197.679688 Penalty: 2153.683105
	Iteration 4F: 3 clusters Score -73197.68 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -73271.890625 Penalty: 2153.683105
	Iteration 5F: 3 clusters Score -73271.89 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -73318.679688 Penalty: 2153.683105
	Iteration 6Q: 3 clusters Score -73318.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -73354.390625 Penalty: 2153.683105
	Iteration 7Q: 3 clusters Score -73354.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -73380.789062 Penalty: 2153.683105
	Iteration 8Q: 3 clusters Score -73380.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -73391.000000 Penalty: 2153.683105
	Iteration 9Q: 3 clusters Score -73391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -73406.945312 Penalty: 2153.683105
	Iteration 10Q: 3 clusters Score -73406.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -73417.773438 Penalty: 2153.683105
	Iteration 11Q: 3 clusters Score -73417.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -73422.390625 Penalty: 2153.683105
	Iteration 12Q: 3 clusters Score -73422.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -73426.734375 Penalty: 2153.683105
	Iteration 13Q: 3 clusters Score -73426.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -73430.828125 Penalty: 2153.683105
	Iteration 14Q: 3 clusters Score -73430.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -73435.085938 Penalty: 2153.683105
	Iteration 15Q: 3 clusters Score -73435.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -73436.671875 Penalty: 2153.683105
	Iteration 16Q: 3 clusters Score -73436.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -73441.257812 Penalty: 2153.683105
	Iteration 17Q: 3 clusters Score -73441.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -73445.671875 Penalty: 2153.683105
	Iteration 18Q: 3 clusters Score -73445.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -73458.750000 Penalty: 2153.683105
	Iteration 19Q: 3 clusters Score -73458.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -73467.625000 Penalty: 2153.683105
	Iteration 20F: 3 clusters Score -73467.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -73473.218750 Penalty: 2153.683105
	Iteration 21Q: 3 clusters Score -73473.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -73476.632812 Penalty: 2153.683105
	Iteration 22Q: 3 clusters Score -73476.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -73480.031250 Penalty: 2153.683105
	Iteration 23Q: 3 clusters Score -73480.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -73482.695312 Penalty: 2153.683105
	Iteration 24Q: 3 clusters Score -73482.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -73483.726562 Penalty: 2153.683105
	Iteration 25Q: 3 clusters Score -73483.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -73483.726562 Penalty: 2153.683105
	Iteration 26F: 3 clusters Score -73483.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Entering Unmasked Estep 
Score: -9368.478516 Penalty: 813.141296
	Iteration 0F: 2 clusters Score -9368.479 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 71 members 
Entering Unmasked Estep 
Score: -8752.441406 Penalty: 1626.282593
	Iteration 0F: 3 clusters Score -8752.441 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -8833.875977 Penalty: 1626.282593
	Iteration 1F: 3 clusters Score -8833.876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -8869.268555 Penalty: 1626.282593
	Iteration 2Q: 3 clusters Score -8869.269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -8899.850586 Penalty: 1626.282593
	Iteration 3Q: 3 clusters Score -8899.851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -8909.650391 Penalty: 1626.282593
	Iteration 4Q: 3 clusters Score -8909.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8925.213867 Penalty: 1626.282593
	Iteration 5Q: 3 clusters Score -8925.214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8925.213867 Penalty: 1626.282593
	Iteration 6F: 3 clusters Score -8925.214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Entering Unmasked Estep 
Score: -52809.871094 Penalty: 1033.992065
	Iteration 0F: 2 clusters Score -52809.87 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 276 members 
Entering Unmasked Estep 
Score: -51718.589844 Penalty: 2067.984131
	Iteration 0F: 3 clusters Score -51718.59 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -51935.253906 Penalty: 2067.984131
	Iteration 1F: 3 clusters Score -51935.25 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -52051.726562 Penalty: 2067.984131
	Iteration 2F: 3 clusters Score -52051.73 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -52122.781250 Penalty: 2067.984131
	Iteration 3F: 3 clusters Score -52122.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -52140.757812 Penalty: 2067.984131
	Iteration 4Q: 3 clusters Score -52140.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -52155.648438 Penalty: 2067.984131
	Iteration 5Q: 3 clusters Score -52155.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -52158.621094 Penalty: 2067.984131
	Iteration 6Q: 3 clusters Score -52158.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -52165.652344 Penalty: 2067.984131
	Iteration 7Q: 3 clusters Score -52165.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -52166.335938 Penalty: 2067.984131
	Iteration 8Q: 3 clusters Score -52166.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -52167.445312 Penalty: 2067.984131
	Iteration 9Q: 3 clusters Score -52167.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -52167.445312 Penalty: 2067.984131
	Iteration 10F: 3 clusters Score -52167.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (82134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82134 members 
Entering Unmasked Estep 
Score: -9712155.000000 Penalty: 1838.867554
	Iteration 0F: 2 clusters Score -9712155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41009 members 
Mstep: Class 2 contains 41125 members 
Entering Unmasked Estep 
Score: -9657182.000000 Penalty: 3677.735107
	Iteration 0F: 3 clusters Score -9657182 nChanged 39099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39774 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -9679369.000000 Penalty: 3677.735107
	Iteration 1F: 3 clusters Score -9679369 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38883 members 
Mstep: Class 2 contains 43251 members 
Entering Unmasked Estep 
Score: -9679844.000000 Penalty: 3677.735107
	Iteration 2Q: 3 clusters Score -9679844 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37508 members 
Mstep: Class 2 contains 44626 members 
Entering Unmasked Estep 
Score: -9680292.000000 Penalty: 3677.735107
	Iteration 3Q: 3 clusters Score -9680292 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35397 members 
Mstep: Class 2 contains 46737 members 
Entering Unmasked Estep 
Score: -9681023.000000 Penalty: 3677.735107
	Iteration 4Q: 3 clusters Score -9681023 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32273 members 
Mstep: Class 2 contains 49861 members 
Entering Unmasked Estep 
Score: -9682278.000000 Penalty: 3677.735107
	Iteration 5Q: 3 clusters Score -9682278 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27801 members 
Mstep: Class 2 contains 54333 members 
Entering Unmasked Estep 
Score: -9684653.000000 Penalty: 3677.735107
	Iteration 6F: 3 clusters Score -9684653 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 60530 members 
Entering Unmasked Estep 
Score: -9689107.000000 Penalty: 3677.735107
	Iteration 7F: 3 clusters Score -9689107 nChanged 7581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 68111 members 
Entering Unmasked Estep 
Score: -9696070.000000 Penalty: 3677.735107
	Iteration 8F: 3 clusters Score -9696070 nChanged 7044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 75155 members 
Entering Unmasked Estep 
Score: -9703299.000000 Penalty: 3677.735107
	Iteration 9F: 3 clusters Score -9703299 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 79625 members 
Entering Unmasked Estep 
Score: -9707946.000000 Penalty: 3677.735107
	Iteration 10F: 3 clusters Score -9707946 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 81410 members 
Entering Unmasked Estep 
Score: -9709738.000000 Penalty: 3677.735107
	Iteration 11Q: 3 clusters Score -9709738 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 81854 members 
Entering Unmasked Estep 
Score: -9710210.000000 Penalty: 3677.735107
	Iteration 12Q: 3 clusters Score -9710210 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 81964 members 
Entering Unmasked Estep 
Score: -9710360.000000 Penalty: 3677.735107
	Iteration 13Q: 3 clusters Score -9710360 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 81998 members 
Entering Unmasked Estep 
Score: -9710428.000000 Penalty: 3677.735107
	Iteration 14Q: 3 clusters Score -9710428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 82007 members 
Entering Unmasked Estep 
Score: -9710469.000000 Penalty: 3677.735107
	Iteration 15Q: 3 clusters Score -9710469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 82014 members 
Entering Unmasked Estep 
Score: -9710483.000000 Penalty: 3677.735107
	Iteration 16Q: 3 clusters Score -9710483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 82017 members 
Entering Unmasked Estep 
Score: -9710492.000000 Penalty: 3677.735107
	Iteration 17Q: 3 clusters Score -9710492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 82018 members 
Entering Unmasked Estep 
Score: -9710493.000000 Penalty: 3677.735107
	Iteration 18Q: 3 clusters Score -9710493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 82018 members 
Entering Unmasked Estep 
Score: -9710493.000000 Penalty: 3677.735107
	Iteration 19F: 3 clusters Score -9710493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Entering Unmasked Estep 
Score: -617928.687500 Penalty: 1416.357178
	Iteration 0F: 2 clusters Score -617928.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -613228.000000 Penalty: 2832.714355
	Iteration 0F: 3 clusters Score -613228 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -614706.125000 Penalty: 2832.714355
	Iteration 1F: 3 clusters Score -614706.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -614996.937500 Penalty: 2832.714355
	Iteration 2F: 3 clusters Score -614996.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -615242.187500 Penalty: 2832.714355
	Iteration 3F: 3 clusters Score -615242.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -615457.125000 Penalty: 2832.714355
	Iteration 4F: 3 clusters Score -615457.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -615651.625000 Penalty: 2832.714355
	Iteration 5F: 3 clusters Score -615651.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -615814.250000 Penalty: 2832.714355
	Iteration 6Q: 3 clusters Score -615814.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -615940.187500 Penalty: 2832.714355
	Iteration 7Q: 3 clusters Score -615940.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -616046.875000 Penalty: 2832.714355
	Iteration 8Q: 3 clusters Score -616046.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -616137.937500 Penalty: 2832.714355
	Iteration 9Q: 3 clusters Score -616137.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -616224.000000 Penalty: 2832.714355
	Iteration 10Q: 3 clusters Score -616224 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -616310.500000 Penalty: 2832.714355
	Iteration 11Q: 3 clusters Score -616310.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -616376.187500 Penalty: 2832.714355
	Iteration 12Q: 3 clusters Score -616376.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -616429.625000 Penalty: 2832.714355
	Iteration 13Q: 3 clusters Score -616429.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -616469.750000 Penalty: 2832.714355
	Iteration 14Q: 3 clusters Score -616469.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -616507.500000 Penalty: 2832.714355
	Iteration 15Q: 3 clusters Score -616507.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -616537.750000 Penalty: 2832.714355
	Iteration 16Q: 3 clusters Score -616537.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -616562.250000 Penalty: 2832.714355
	Iteration 17Q: 3 clusters Score -616562.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -616580.562500 Penalty: 2832.714355
	Iteration 18Q: 3 clusters Score -616580.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -616596.812500 Penalty: 2832.714355
	Iteration 19Q: 3 clusters Score -616596.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -616608.437500 Penalty: 2832.714355
	Iteration 20F: 3 clusters Score -616608.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -616620.250000 Penalty: 2832.714355
	Iteration 21Q: 3 clusters Score -616620.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -616627.125000 Penalty: 2832.714355
	Iteration 22Q: 3 clusters Score -616627.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -616632.375000 Penalty: 2832.714355
	Iteration 23Q: 3 clusters Score -616632.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -616638.312500 Penalty: 2832.714355
	Iteration 24Q: 3 clusters Score -616638.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -616645.500000 Penalty: 2832.714355
	Iteration 25Q: 3 clusters Score -616645.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -616654.125000 Penalty: 2832.714355
	Iteration 26Q: 3 clusters Score -616654.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -616665.875000 Penalty: 2832.714355
	Iteration 27Q: 3 clusters Score -616665.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -616676.500000 Penalty: 2832.714355
	Iteration 28Q: 3 clusters Score -616676.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -616687.937500 Penalty: 2832.714355
	Iteration 29Q: 3 clusters Score -616687.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -616699.187500 Penalty: 2832.714355
	Iteration 30Q: 3 clusters Score -616699.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -616704.687500 Penalty: 2832.714355
	Iteration 31Q: 3 clusters Score -616704.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -616713.812500 Penalty: 2832.714355
	Iteration 32Q: 3 clusters Score -616713.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -616719.500000 Penalty: 2832.714355
	Iteration 33Q: 3 clusters Score -616719.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -616725.625000 Penalty: 2832.714355
	Iteration 34Q: 3 clusters Score -616725.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -616728.687500 Penalty: 2832.714355
	Iteration 35Q: 3 clusters Score -616728.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -616734.875000 Penalty: 2832.714355
	Iteration 36Q: 3 clusters Score -616734.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -616737.125000 Penalty: 2832.714355
	Iteration 37Q: 3 clusters Score -616737.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -616739.062500 Penalty: 2832.714355
	Iteration 38Q: 3 clusters Score -616739.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -616742.750000 Penalty: 2832.714355
	Iteration 39Q: 3 clusters Score -616742.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -616742.812500 Penalty: 2832.714355
	Iteration 40F: 3 clusters Score -616742.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -616742.937500 Penalty: 2832.714355
	Iteration 41Q: 3 clusters Score -616742.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -616744.312500 Penalty: 2832.714355
	Iteration 42Q: 3 clusters Score -616744.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -616747.437500 Penalty: 2832.714355
	Iteration 43Q: 3 clusters Score -616747.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -616747.812500 Penalty: 2832.714355
	Iteration 44Q: 3 clusters Score -616747.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -616750.312500 Penalty: 2832.714355
	Iteration 45Q: 3 clusters Score -616750.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -616750.312500 Penalty: 2832.714355
	Iteration 46Q: 3 clusters Score -616750.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -616755.437500 Penalty: 2832.714355
	Iteration 47Q: 3 clusters Score -616755.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -616755.625000 Penalty: 2832.714355
	Iteration 48Q: 3 clusters Score -616755.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -616755.687500 Penalty: 2832.714355
	Iteration 49Q: 3 clusters Score -616755.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -616755.500000 Penalty: 2832.714355
	Iteration 50Q: 3 clusters Score -616755.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -616756.187500 Penalty: 2832.714355
	Iteration 51Q: 3 clusters Score -616756.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -616757.000000 Penalty: 2832.714355
	Iteration 52Q: 3 clusters Score -616757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -616757.937500 Penalty: 2832.714355
	Iteration 53Q: 3 clusters Score -616757.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -616758.750000 Penalty: 2832.714355
	Iteration 54Q: 3 clusters Score -616758.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -616759.125000 Penalty: 2832.714355
	Iteration 55Q: 3 clusters Score -616759.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -616760.875000 Penalty: 2832.714355
	Iteration 56Q: 3 clusters Score -616760.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -616761.375000 Penalty: 2832.714355
	Iteration 57Q: 3 clusters Score -616761.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -616760.937500 Penalty: 2832.714355
	Iteration 58Q: 3 clusters Score -616760.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -616762.312500 Penalty: 2832.714355
	Iteration 59Q: 3 clusters Score -616762.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -616762.937500 Penalty: 2832.714355
	Iteration 60F: 3 clusters Score -616762.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -616763.125000 Penalty: 2832.714355
	Iteration 61Q: 3 clusters Score -616763.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -616762.187500 Penalty: 2832.714355
	Iteration 62Q: 3 clusters Score -616762.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -616762.187500 Penalty: 2832.714355
	Iteration 63F: 3 clusters Score -616762.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (57408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57408 members 
Entering Unmasked Estep 
Score: -6826561.500000 Penalty: 1780.665161
	Iteration 0F: 2 clusters Score -6826562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Mstep: Class 2 contains 28644 members 
Entering Unmasked Estep 
Score: -6788739.000000 Penalty: 3561.330322
	Iteration 0F: 3 clusters Score -6788739 nChanged 26919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29163 members 
Mstep: Class 2 contains 28245 members 
Entering Unmasked Estep 
Score: -6804035.500000 Penalty: 3561.330322
	Iteration 1F: 3 clusters Score -6804036 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -6804544.000000 Penalty: 3561.330322
	Iteration 2Q: 3 clusters Score -6804544 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29491 members 
Mstep: Class 2 contains 27917 members 
Entering Unmasked Estep 
Score: -6805072.500000 Penalty: 3561.330322
	Iteration 3Q: 3 clusters Score -6805072 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 27623 members 
Entering Unmasked Estep 
Score: -6805642.000000 Penalty: 3561.330322
	Iteration 4Q: 3 clusters Score -6805642 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30150 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -6806298.000000 Penalty: 3561.330322
	Iteration 5Q: 3 clusters Score -6806298 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30733 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -6807085.500000 Penalty: 3561.330322
	Iteration 6Q: 3 clusters Score -6807086 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -6808038.500000 Penalty: 3561.330322
	Iteration 7Q: 3 clusters Score -6808038 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -6809121.500000 Penalty: 3561.330322
	Iteration 8Q: 3 clusters Score -6809122 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34332 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -6810548.000000 Penalty: 3561.330322
	Iteration 9Q: 3 clusters Score -6810548 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36164 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -6812145.500000 Penalty: 3561.330322
	Iteration 10Q: 3 clusters Score -6812146 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37950 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -6813804.500000 Penalty: 3561.330322
	Iteration 11Q: 3 clusters Score -6813804 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39639 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -6815260.000000 Penalty: 3561.330322
	Iteration 12Q: 3 clusters Score -6815260 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41064 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -6816336.000000 Penalty: 3561.330322
	Iteration 13Q: 3 clusters Score -6816336 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42249 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -6817059.000000 Penalty: 3561.330322
	Iteration 14Q: 3 clusters Score -6817059 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43284 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -6817549.500000 Penalty: 3561.330322
	Iteration 15Q: 3 clusters Score -6817550 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44230 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -6818076.500000 Penalty: 3561.330322
	Iteration 16Q: 3 clusters Score -6818076 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45129 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -6818597.000000 Penalty: 3561.330322
	Iteration 17Q: 3 clusters Score -6818597 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45937 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -6819269.500000 Penalty: 3561.330322
	Iteration 18Q: 3 clusters Score -6819270 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46606 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -6819855.500000 Penalty: 3561.330322
	Iteration 19Q: 3 clusters Score -6819856 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47109 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -6820446.000000 Penalty: 3561.330322
	Iteration 20F: 3 clusters Score -6820446 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47462 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -6821001.500000 Penalty: 3561.330322
	Iteration 21Q: 3 clusters Score -6821002 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47706 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -6821495.000000 Penalty: 3561.330322
	Iteration 22Q: 3 clusters Score -6821495 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47913 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -6821915.500000 Penalty: 3561.330322
	Iteration 23Q: 3 clusters Score -6821916 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48017 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -6822286.500000 Penalty: 3561.330322
	Iteration 24Q: 3 clusters Score -6822286 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48006 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -6822600.000000 Penalty: 3561.330322
	Iteration 25Q: 3 clusters Score -6822600 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47854 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -6822890.500000 Penalty: 3561.330322
	Iteration 26Q: 3 clusters Score -6822890 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47682 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -6823150.500000 Penalty: 3561.330322
	Iteration 27Q: 3 clusters Score -6823150 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47453 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -6823397.000000 Penalty: 3561.330322
	Iteration 28Q: 3 clusters Score -6823397 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47151 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -6823679.000000 Penalty: 3561.330322
	Iteration 29Q: 3 clusters Score -6823679 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46816 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -6823864.500000 Penalty: 3561.330322
	Iteration 30Q: 3 clusters Score -6823864 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46640 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -6823993.500000 Penalty: 3561.330322
	Iteration 31Q: 3 clusters Score -6823994 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46528 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -6824051.500000 Penalty: 3561.330322
	Iteration 32Q: 3 clusters Score -6824052 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46513 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -6824089.500000 Penalty: 3561.330322
	Iteration 33Q: 3 clusters Score -6824090 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46568 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -6824133.000000 Penalty: 3561.330322
	Iteration 34Q: 3 clusters Score -6824133 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46642 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -6824131.500000 Penalty: 3561.330322
	Iteration 35Q: 3 clusters Score -6824132 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46673 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -6824124.500000 Penalty: 3561.330322
	Iteration 36Q: 3 clusters Score -6824124 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46681 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -6824114.500000 Penalty: 3561.330322
	Iteration 37Q: 3 clusters Score -6824114 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46707 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -6824112.500000 Penalty: 3561.330322
	Iteration 38Q: 3 clusters Score -6824112 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46770 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -6824148.000000 Penalty: 3561.330322
	Iteration 39Q: 3 clusters Score -6824148 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46741 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -6824471.000000 Penalty: 3561.330322
	Iteration 40F: 3 clusters Score -6824471 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46389 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -6824679.000000 Penalty: 3561.330322
	Iteration 41Q: 3 clusters Score -6824679 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46308 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -6824737.000000 Penalty: 3561.330322
	Iteration 42Q: 3 clusters Score -6824737 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46151 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -6824787.500000 Penalty: 3561.330322
	Iteration 43Q: 3 clusters Score -6824788 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45971 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -6824806.500000 Penalty: 3561.330322
	Iteration 44Q: 3 clusters Score -6824806 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45730 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -6824808.500000 Penalty: 3561.330322
	Iteration 45Q: 3 clusters Score -6824808 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45667 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -6824828.500000 Penalty: 3561.330322
	Iteration 46Q: 3 clusters Score -6824828 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45627 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -6824812.000000 Penalty: 3561.330322
	Iteration 47Q: 3 clusters Score -6824812 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45633 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -6824823.000000 Penalty: 3561.330322
	Iteration 48Q: 3 clusters Score -6824823 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45555 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -6824833.000000 Penalty: 3561.330322
	Iteration 49Q: 3 clusters Score -6824833 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45554 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -6824836.500000 Penalty: 3561.330322
	Iteration 50Q: 3 clusters Score -6824836 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45519 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -6824827.000000 Penalty: 3561.330322
	Iteration 51Q: 3 clusters Score -6824827 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45550 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -6824849.500000 Penalty: 3561.330322
	Iteration 52Q: 3 clusters Score -6824850 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45478 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -6824824.000000 Penalty: 3561.330322
	Iteration 53Q: 3 clusters Score -6824824 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45504 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -6824828.500000 Penalty: 3561.330322
	Iteration 54Q: 3 clusters Score -6824828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45491 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -6824829.000000 Penalty: 3561.330322
	Iteration 55Q: 3 clusters Score -6824829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45486 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -6824837.500000 Penalty: 3561.330322
	Iteration 56Q: 3 clusters Score -6824838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45487 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -6824850.000000 Penalty: 3561.330322
	Iteration 57Q: 3 clusters Score -6824850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45492 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -6824828.500000 Penalty: 3561.330322
	Iteration 58Q: 3 clusters Score -6824828 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45412 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -6824850.500000 Penalty: 3561.330322
	Iteration 59Q: 3 clusters Score -6824850 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45345 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -6824851.500000 Penalty: 3561.330322
	Iteration 60F: 3 clusters Score -6824852 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45307 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -6824851.000000 Penalty: 3561.330322
	Iteration 61Q: 3 clusters Score -6824851 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45305 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -6824858.000000 Penalty: 3561.330322
	Iteration 62Q: 3 clusters Score -6824858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45311 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -6824855.500000 Penalty: 3561.330322
	Iteration 63Q: 3 clusters Score -6824856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45309 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -6824860.000000 Penalty: 3561.330322
	Iteration 64Q: 3 clusters Score -6824860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45301 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -6824857.000000 Penalty: 3561.330322
	Iteration 65Q: 3 clusters Score -6824857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45299 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -6824863.500000 Penalty: 3561.330322
	Iteration 66Q: 3 clusters Score -6824864 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45227 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -6824891.000000 Penalty: 3561.330322
	Iteration 67Q: 3 clusters Score -6824891 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45113 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -6824858.000000 Penalty: 3561.330322
	Iteration 68Q: 3 clusters Score -6824858 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45066 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -6824845.000000 Penalty: 3561.330322
	Iteration 69Q: 3 clusters Score -6824845 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45052 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -6824870.000000 Penalty: 3561.330322
	Iteration 70Q: 3 clusters Score -6824870 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44971 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -6824897.000000 Penalty: 3561.330322
	Iteration 71Q: 3 clusters Score -6824897 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44915 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -6824886.000000 Penalty: 3561.330322
	Iteration 72Q: 3 clusters Score -6824886 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44892 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -6824899.000000 Penalty: 3561.330322
	Iteration 73Q: 3 clusters Score -6824899 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44865 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -6824898.000000 Penalty: 3561.330322
	Iteration 74Q: 3 clusters Score -6824898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44862 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -6824884.000000 Penalty: 3561.330322
	Iteration 75Q: 3 clusters Score -6824884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44869 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -6824896.500000 Penalty: 3561.330322
	Iteration 76Q: 3 clusters Score -6824896 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44815 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -6824895.500000 Penalty: 3561.330322
	Iteration 77Q: 3 clusters Score -6824896 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44788 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -6824906.500000 Penalty: 3561.330322
	Iteration 78Q: 3 clusters Score -6824906 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44727 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -6824897.500000 Penalty: 3561.330322
	Iteration 79Q: 3 clusters Score -6824898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44719 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -6824893.000000 Penalty: 3561.330322
	Iteration 80F: 3 clusters Score -6824893 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44622 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -6824906.500000 Penalty: 3561.330322
	Iteration 81Q: 3 clusters Score -6824906 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44598 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -6824884.000000 Penalty: 3561.330322
	Iteration 82Q: 3 clusters Score -6824884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -6824881.000000 Penalty: 3561.330322
	Iteration 83Q: 3 clusters Score -6824881 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44642 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -6824895.500000 Penalty: 3561.330322
	Iteration 84Q: 3 clusters Score -6824896 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44612 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -6824902.000000 Penalty: 3561.330322
	Iteration 85Q: 3 clusters Score -6824902 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44555 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -6824898.500000 Penalty: 3561.330322
	Iteration 86Q: 3 clusters Score -6824898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44563 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -6824898.500000 Penalty: 3561.330322
	Iteration 87Q: 3 clusters Score -6824898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44542 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -6824912.500000 Penalty: 3561.330322
	Iteration 88Q: 3 clusters Score -6824912 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44431 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -6824890.500000 Penalty: 3561.330322
	Iteration 89Q: 3 clusters Score -6824890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44450 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -6824906.000000 Penalty: 3561.330322
	Iteration 90Q: 3 clusters Score -6824906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44457 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -6824898.500000 Penalty: 3561.330322
	Iteration 91Q: 3 clusters Score -6824898 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44509 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -6824909.500000 Penalty: 3561.330322
	Iteration 92Q: 3 clusters Score -6824910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44502 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -6824922.000000 Penalty: 3561.330322
	Iteration 93Q: 3 clusters Score -6824922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44497 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -6824915.500000 Penalty: 3561.330322
	Iteration 94Q: 3 clusters Score -6824916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44510 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -6824911.500000 Penalty: 3561.330322
	Iteration 95Q: 3 clusters Score -6824912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44507 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -6824916.500000 Penalty: 3561.330322
	Iteration 96Q: 3 clusters Score -6824916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44503 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -6824910.500000 Penalty: 3561.330322
	Iteration 97Q: 3 clusters Score -6824910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44513 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -6824918.000000 Penalty: 3561.330322
	Iteration 98Q: 3 clusters Score -6824918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44513 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -6824918.000000 Penalty: 3561.330322
	Iteration 99F: 3 clusters Score -6824918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (28864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Entering Unmasked Estep 
Score: -3361457.250000 Penalty: 1668.932007
	Iteration 0F: 2 clusters Score -3361457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -3341941.000000 Penalty: 3337.864014
	Iteration 0F: 3 clusters Score -3341941 nChanged 13312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -3349296.500000 Penalty: 3337.864014
	Iteration 1F: 3 clusters Score -3349296 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -3349655.000000 Penalty: 3337.864014
	Iteration 2Q: 3 clusters Score -3349655 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -3350054.750000 Penalty: 3337.864014
	Iteration 3Q: 3 clusters Score -3350055 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -3350607.500000 Penalty: 3337.864014
	Iteration 4Q: 3 clusters Score -3350608 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -3351364.500000 Penalty: 3337.864014
	Iteration 5F: 3 clusters Score -3351364 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -3352681.250000 Penalty: 3337.864014
	Iteration 6F: 3 clusters Score -3352681 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -3354532.000000 Penalty: 3337.864014
	Iteration 7F: 3 clusters Score -3354532 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -3356644.750000 Penalty: 3337.864014
	Iteration 8F: 3 clusters Score -3356645 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -3358256.000000 Penalty: 3337.864014
	Iteration 9F: 3 clusters Score -3358256 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28083 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3359263.000000 Penalty: 3337.864014
	Iteration 10Q: 3 clusters Score -3359263 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3359666.250000 Penalty: 3337.864014
	Iteration 11Q: 3 clusters Score -3359666 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28640 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -3359833.500000 Penalty: 3337.864014
	Iteration 12Q: 3 clusters Score -3359834 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -3359920.750000 Penalty: 3337.864014
	Iteration 13Q: 3 clusters Score -3359921 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28710 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -3359962.250000 Penalty: 3337.864014
	Iteration 14Q: 3 clusters Score -3359962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -3359977.500000 Penalty: 3337.864014
	Iteration 15Q: 3 clusters Score -3359978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -3359984.250000 Penalty: 3337.864014
	Iteration 16Q: 3 clusters Score -3359984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -3359987.000000 Penalty: 3337.864014
	Iteration 17Q: 3 clusters Score -3359987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -3359990.750000 Penalty: 3337.864014
	Iteration 18Q: 3 clusters Score -3359991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -3359992.750000 Penalty: 3337.864014
	Iteration 19Q: 3 clusters Score -3359993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -3359994.000000 Penalty: 3337.864014
	Iteration 20F: 3 clusters Score -3359994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -3359997.750000 Penalty: 3337.864014
	Iteration 21Q: 3 clusters Score -3359998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -3359999.500000 Penalty: 3337.864014
	Iteration 22Q: 3 clusters Score -3360000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -3359999.500000 Penalty: 3337.864014
	Iteration 23F: 3 clusters Score -3360000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Entering Unmasked Estep 
Score: -703131.562500 Penalty: 1414.992798
	Iteration 0F: 2 clusters Score -703131.6 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 3094 members 
Entering Unmasked Estep 
Score: -698501.000000 Penalty: 2829.985596
	Iteration 0F: 3 clusters Score -698501 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -699910.687500 Penalty: 2829.985596
	Iteration 1F: 3 clusters Score -699910.7 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -700112.875000 Penalty: 2829.985596
	Iteration 2F: 3 clusters Score -700112.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -700246.187500 Penalty: 2829.985596
	Iteration 3Q: 3 clusters Score -700246.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -700372.875000 Penalty: 2829.985596
	Iteration 4Q: 3 clusters Score -700372.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -700477.000000 Penalty: 2829.985596
	Iteration 5Q: 3 clusters Score -700477 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -700607.500000 Penalty: 2829.985596
	Iteration 6Q: 3 clusters Score -700607.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -700772.375000 Penalty: 2829.985596
	Iteration 7Q: 3 clusters Score -700772.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -700989.687500 Penalty: 2829.985596
	Iteration 8Q: 3 clusters Score -700989.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -701224.000000 Penalty: 2829.985596
	Iteration 9Q: 3 clusters Score -701224 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -701437.062500 Penalty: 2829.985596
	Iteration 10Q: 3 clusters Score -701437.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -701600.625000 Penalty: 2829.985596
	Iteration 11Q: 3 clusters Score -701600.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -701707.312500 Penalty: 2829.985596
	Iteration 12Q: 3 clusters Score -701707.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -701772.187500 Penalty: 2829.985596
	Iteration 13Q: 3 clusters Score -701772.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -701823.125000 Penalty: 2829.985596
	Iteration 14Q: 3 clusters Score -701823.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -701861.187500 Penalty: 2829.985596
	Iteration 15Q: 3 clusters Score -701861.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -701898.500000 Penalty: 2829.985596
	Iteration 16Q: 3 clusters Score -701898.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -701919.437500 Penalty: 2829.985596
	Iteration 17Q: 3 clusters Score -701919.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -701940.125000 Penalty: 2829.985596
	Iteration 18Q: 3 clusters Score -701940.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -701956.250000 Penalty: 2829.985596
	Iteration 19Q: 3 clusters Score -701956.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -701968.562500 Penalty: 2829.985596
	Iteration 20F: 3 clusters Score -701968.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -701973.750000 Penalty: 2829.985596
	Iteration 21Q: 3 clusters Score -701973.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -701975.187500 Penalty: 2829.985596
	Iteration 22Q: 3 clusters Score -701975.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -701978.062500 Penalty: 2829.985596
	Iteration 23Q: 3 clusters Score -701978.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -701980.312500 Penalty: 2829.985596
	Iteration 24Q: 3 clusters Score -701980.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -701984.375000 Penalty: 2829.985596
	Iteration 25Q: 3 clusters Score -701984.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -701984.687500 Penalty: 2829.985596
	Iteration 26Q: 3 clusters Score -701984.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -701984.687500 Penalty: 2829.985596
	Iteration 27F: 3 clusters Score -701984.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Entering Unmasked Estep 
Score: -332949.343750 Penalty: 1291.555176
	Iteration 0F: 2 clusters Score -332949.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -330312.937500 Penalty: 2583.110352
	Iteration 0F: 3 clusters Score -330312.9 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -330877.687500 Penalty: 2583.110352
	Iteration 1F: 3 clusters Score -330877.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -331001.937500 Penalty: 2583.110352
	Iteration 2F: 3 clusters Score -331001.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -331083.343750 Penalty: 2583.110352
	Iteration 3Q: 3 clusters Score -331083.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -331140.812500 Penalty: 2583.110352
	Iteration 4Q: 3 clusters Score -331140.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -331189.593750 Penalty: 2583.110352
	Iteration 5Q: 3 clusters Score -331189.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -331226.781250 Penalty: 2583.110352
	Iteration 6Q: 3 clusters Score -331226.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -331269.093750 Penalty: 2583.110352
	Iteration 7Q: 3 clusters Score -331269.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -331319.156250 Penalty: 2583.110352
	Iteration 8Q: 3 clusters Score -331319.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -331372.125000 Penalty: 2583.110352
	Iteration 9Q: 3 clusters Score -331372.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -331429.281250 Penalty: 2583.110352
	Iteration 10Q: 3 clusters Score -331429.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -331492.437500 Penalty: 2583.110352
	Iteration 11Q: 3 clusters Score -331492.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -331548.937500 Penalty: 2583.110352
	Iteration 12Q: 3 clusters Score -331548.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -331605.625000 Penalty: 2583.110352
	Iteration 13Q: 3 clusters Score -331605.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -331661.062500 Penalty: 2583.110352
	Iteration 14Q: 3 clusters Score -331661.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -331710.562500 Penalty: 2583.110352
	Iteration 15Q: 3 clusters Score -331710.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -331743.718750 Penalty: 2583.110352
	Iteration 16Q: 3 clusters Score -331743.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -331778.968750 Penalty: 2583.110352
	Iteration 17Q: 3 clusters Score -331779 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -331801.218750 Penalty: 2583.110352
	Iteration 18Q: 3 clusters Score -331801.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -331820.656250 Penalty: 2583.110352
	Iteration 19Q: 3 clusters Score -331820.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -331833.781250 Penalty: 2583.110352
	Iteration 20F: 3 clusters Score -331833.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -331841.031250 Penalty: 2583.110352
	Iteration 21Q: 3 clusters Score -331841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -331846.812500 Penalty: 2583.110352
	Iteration 22Q: 3 clusters Score -331846.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -331851.781250 Penalty: 2583.110352
	Iteration 23Q: 3 clusters Score -331851.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -331857.093750 Penalty: 2583.110352
	Iteration 24Q: 3 clusters Score -331857.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -331860.218750 Penalty: 2583.110352
	Iteration 25Q: 3 clusters Score -331860.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -331862.968750 Penalty: 2583.110352
	Iteration 26Q: 3 clusters Score -331863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -331869.781250 Penalty: 2583.110352
	Iteration 27Q: 3 clusters Score -331869.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -331877.000000 Penalty: 2583.110352
	Iteration 28Q: 3 clusters Score -331877 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -331885.968750 Penalty: 2583.110352
	Iteration 29Q: 3 clusters Score -331886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -331898.468750 Penalty: 2583.110352
	Iteration 30Q: 3 clusters Score -331898.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -331911.250000 Penalty: 2583.110352
	Iteration 31Q: 3 clusters Score -331911.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -331919.343750 Penalty: 2583.110352
	Iteration 32Q: 3 clusters Score -331919.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -331926.843750 Penalty: 2583.110352
	Iteration 33Q: 3 clusters Score -331926.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -331931.031250 Penalty: 2583.110352
	Iteration 34Q: 3 clusters Score -331931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -331935.562500 Penalty: 2583.110352
	Iteration 35Q: 3 clusters Score -331935.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -331937.437500 Penalty: 2583.110352
	Iteration 36Q: 3 clusters Score -331937.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -331939.687500 Penalty: 2583.110352
	Iteration 37Q: 3 clusters Score -331939.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -331940.625000 Penalty: 2583.110352
	Iteration 38Q: 3 clusters Score -331940.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -331942.375000 Penalty: 2583.110352
	Iteration 39Q: 3 clusters Score -331942.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -331947.468750 Penalty: 2583.110352
	Iteration 40F: 3 clusters Score -331947.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -331951.750000 Penalty: 2583.110352
	Iteration 41Q: 3 clusters Score -331951.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -331956.937500 Penalty: 2583.110352
	Iteration 42Q: 3 clusters Score -331956.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -331959.000000 Penalty: 2583.110352
	Iteration 43Q: 3 clusters Score -331959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -331961.437500 Penalty: 2583.110352
	Iteration 44Q: 3 clusters Score -331961.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -331963.312500 Penalty: 2583.110352
	Iteration 45Q: 3 clusters Score -331963.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -331963.312500 Penalty: 2583.110352
	Iteration 46F: 3 clusters Score -331963.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Entering Unmasked Estep 
Score: -29852.376953 Penalty: 978.416260
	Iteration 0F: 2 clusters Score -29852.38 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 219 members 
Entering Unmasked Estep 
Score: -28979.367188 Penalty: 1956.832520
	Iteration 0F: 3 clusters Score -28979.37 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -29279.001953 Penalty: 1956.832520
	Iteration 1F: 3 clusters Score -29279 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -29386.324219 Penalty: 1956.832520
	Iteration 2F: 3 clusters Score -29386.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -29431.035156 Penalty: 1956.832520
	Iteration 3Q: 3 clusters Score -29431.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -29470.816406 Penalty: 1956.832520
	Iteration 4Q: 3 clusters Score -29470.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -29476.839844 Penalty: 1956.832520
	Iteration 5Q: 3 clusters Score -29476.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29478.558594 Penalty: 1956.832520
	Iteration 6Q: 3 clusters Score -29478.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -29479.355469 Penalty: 1956.832520
	Iteration 7Q: 3 clusters Score -29479.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -29479.355469 Penalty: 1956.832520
	Iteration 8F: 3 clusters Score -29479.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (102390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102390 members 
Entering Unmasked Estep 
Score: -12153569.000000 Penalty: 1874.688477
	Iteration 0F: 2 clusters Score -1.215357e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51420 members 
Mstep: Class 2 contains 50970 members 
Entering Unmasked Estep 
Score: -12087703.000000 Penalty: 3749.376953
	Iteration 0F: 3 clusters Score -1.20877e+07 nChanged 49160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55222 members 
Mstep: Class 2 contains 47168 members 
Entering Unmasked Estep 
Score: -12116388.000000 Penalty: 3749.376953
	Iteration 1F: 3 clusters Score -1.211639e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58254 members 
Mstep: Class 2 contains 44136 members 
Entering Unmasked Estep 
Score: -12117590.000000 Penalty: 3749.376953
	Iteration 2Q: 3 clusters Score -1.211759e+07 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62789 members 
Mstep: Class 2 contains 39601 members 
Entering Unmasked Estep 
Score: -12119655.000000 Penalty: 3749.376953
	Iteration 3Q: 3 clusters Score -1.211966e+07 nChanged 6822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69535 members 
Mstep: Class 2 contains 32855 members 
Entering Unmasked Estep 
Score: -12123783.000000 Penalty: 3749.376953
	Iteration 4F: 3 clusters Score -1.212378e+07 nChanged 9111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78616 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -12130812.000000 Penalty: 3749.376953
	Iteration 5F: 3 clusters Score -1.213081e+07 nChanged 10034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88646 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -12140899.000000 Penalty: 3749.376953
	Iteration 6F: 3 clusters Score -1.21409e+07 nChanged 7815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96461 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -12147856.000000 Penalty: 3749.376953
	Iteration 7F: 3 clusters Score -1.214786e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100438 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -12150675.000000 Penalty: 3749.376953
	Iteration 8Q: 3 clusters Score -1.215068e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101741 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -12151487.000000 Penalty: 3749.376953
	Iteration 9Q: 3 clusters Score -1.215149e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102091 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -12151738.000000 Penalty: 3749.376953
	Iteration 10Q: 3 clusters Score -1.215174e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102184 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -12151833.000000 Penalty: 3749.376953
	Iteration 11Q: 3 clusters Score -1.215183e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102214 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -12151871.000000 Penalty: 3749.376953
	Iteration 12Q: 3 clusters Score -1.215187e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102224 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -12151882.000000 Penalty: 3749.376953
	Iteration 13Q: 3 clusters Score -1.215188e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102230 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -12151892.000000 Penalty: 3749.376953
	Iteration 14Q: 3 clusters Score -1.215189e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102235 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -12151905.000000 Penalty: 3749.376953
	Iteration 15Q: 3 clusters Score -1.21519e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102236 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12151914.000000 Penalty: 3749.376953
	Iteration 16Q: 3 clusters Score -1.215191e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102239 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -12151917.000000 Penalty: 3749.376953
	Iteration 17Q: 3 clusters Score -1.215192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102237 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -12151912.000000 Penalty: 3749.376953
	Iteration 18Q: 3 clusters Score -1.215191e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102235 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -12151917.000000 Penalty: 3749.376953
	Iteration 19Q: 3 clusters Score -1.215192e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102235 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -12151919.000000 Penalty: 3749.376953
	Iteration 20F: 3 clusters Score -1.215192e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102234 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -12151914.000000 Penalty: 3749.376953
	Iteration 21Q: 3 clusters Score -1.215191e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102235 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -12151919.000000 Penalty: 3749.376953
	Iteration 22Q: 3 clusters Score -1.215192e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102236 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -12151921.000000 Penalty: 3749.376953
	Iteration 23Q: 3 clusters Score -1.215192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102238 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12151918.000000 Penalty: 3749.376953
	Iteration 24Q: 3 clusters Score -1.215192e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102241 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -12151922.000000 Penalty: 3749.376953
	Iteration 25Q: 3 clusters Score -1.215192e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102242 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12151928.000000 Penalty: 3749.376953
	Iteration 26Q: 3 clusters Score -1.215193e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102240 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12151941.000000 Penalty: 3749.376953
	Iteration 27Q: 3 clusters Score -1.215194e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102240 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12151949.000000 Penalty: 3749.376953
	Iteration 28Q: 3 clusters Score -1.215195e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102240 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12151947.000000 Penalty: 3749.376953
	Iteration 29Q: 3 clusters Score -1.215195e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102242 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12151956.000000 Penalty: 3749.376953
	Iteration 30Q: 3 clusters Score -1.215196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102242 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -12151959.000000 Penalty: 3749.376953
	Iteration 31Q: 3 clusters Score -1.215196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102241 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -12151961.000000 Penalty: 3749.376953
	Iteration 32Q: 3 clusters Score -1.215196e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102241 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -12151961.000000 Penalty: 3749.376953
	Iteration 33F: 3 clusters Score -1.215196e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Entering Unmasked Estep 
Score: -154186.406250 Penalty: 1180.518677
	Iteration 0F: 2 clusters Score -154186.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -152484.390625 Penalty: 2361.037354
	Iteration 0F: 3 clusters Score -152484.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -152820.281250 Penalty: 2361.037354
	Iteration 1F: 3 clusters Score -152820.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -152921.421875 Penalty: 2361.037354
	Iteration 2F: 3 clusters Score -152921.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -152968.484375 Penalty: 2361.037354
	Iteration 3Q: 3 clusters Score -152968.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -152995.328125 Penalty: 2361.037354
	Iteration 4Q: 3 clusters Score -152995.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -153011.484375 Penalty: 2361.037354
	Iteration 5Q: 3 clusters Score -153011.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -153026.890625 Penalty: 2361.037354
	Iteration 6Q: 3 clusters Score -153026.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -153038.437500 Penalty: 2361.037354
	Iteration 7Q: 3 clusters Score -153038.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -153050.968750 Penalty: 2361.037354
	Iteration 8Q: 3 clusters Score -153051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -153060.812500 Penalty: 2361.037354
	Iteration 9Q: 3 clusters Score -153060.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -153067.828125 Penalty: 2361.037354
	Iteration 10Q: 3 clusters Score -153067.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -153069.937500 Penalty: 2361.037354
	Iteration 11Q: 3 clusters Score -153069.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -153070.750000 Penalty: 2361.037354
	Iteration 12Q: 3 clusters Score -153070.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -153071.609375 Penalty: 2361.037354
	Iteration 13Q: 3 clusters Score -153071.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -153073.203125 Penalty: 2361.037354
	Iteration 14Q: 3 clusters Score -153073.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -153074.796875 Penalty: 2361.037354
	Iteration 15Q: 3 clusters Score -153074.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -153078.578125 Penalty: 2361.037354
	Iteration 16Q: 3 clusters Score -153078.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -153079.609375 Penalty: 2361.037354
	Iteration 17Q: 3 clusters Score -153079.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -153081.093750 Penalty: 2361.037354
	Iteration 18Q: 3 clusters Score -153081.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -153082.500000 Penalty: 2361.037354
	Iteration 19Q: 3 clusters Score -153082.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -153084.593750 Penalty: 2361.037354
	Iteration 20F: 3 clusters Score -153084.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -153085.453125 Penalty: 2361.037354
	Iteration 21Q: 3 clusters Score -153085.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -153086.140625 Penalty: 2361.037354
	Iteration 22Q: 3 clusters Score -153086.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -153086.140625 Penalty: 2361.037354
	Iteration 23F: 3 clusters Score -153086.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (25304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Entering Unmasked Estep 
Score: -2971422.750000 Penalty: 1647.541626
	Iteration 0F: 2 clusters Score -2971423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -2954385.750000 Penalty: 3295.083252
	Iteration 0F: 3 clusters Score -2954386 nChanged 11503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -2960487.000000 Penalty: 3295.083252
	Iteration 1F: 3 clusters Score -2960487 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -2960713.500000 Penalty: 3295.083252
	Iteration 2Q: 3 clusters Score -2960714 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -2960905.750000 Penalty: 3295.083252
	Iteration 3Q: 3 clusters Score -2960906 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -2961079.500000 Penalty: 3295.083252
	Iteration 4Q: 3 clusters Score -2961080 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -2961235.500000 Penalty: 3295.083252
	Iteration 5Q: 3 clusters Score -2961236 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -2961407.500000 Penalty: 3295.083252
	Iteration 6Q: 3 clusters Score -2961408 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -2961616.250000 Penalty: 3295.083252
	Iteration 7Q: 3 clusters Score -2961616 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -2961919.250000 Penalty: 3295.083252
	Iteration 8Q: 3 clusters Score -2961919 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -2962366.000000 Penalty: 3295.083252
	Iteration 9Q: 3 clusters Score -2962366 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -2963004.000000 Penalty: 3295.083252
	Iteration 10Q: 3 clusters Score -2963004 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -2963985.000000 Penalty: 3295.083252
	Iteration 11F: 3 clusters Score -2963985 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -2965244.500000 Penalty: 3295.083252
	Iteration 12F: 3 clusters Score -2965244 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -2966660.250000 Penalty: 3295.083252
	Iteration 13F: 3 clusters Score -2966660 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -2967811.750000 Penalty: 3295.083252
	Iteration 14Q: 3 clusters Score -2967812 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -2968704.000000 Penalty: 3295.083252
	Iteration 15Q: 3 clusters Score -2968704 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -2969246.750000 Penalty: 3295.083252
	Iteration 16Q: 3 clusters Score -2969247 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -2969538.250000 Penalty: 3295.083252
	Iteration 17Q: 3 clusters Score -2969538 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -2969699.500000 Penalty: 3295.083252
	Iteration 18Q: 3 clusters Score -2969700 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -2969801.500000 Penalty: 3295.083252
	Iteration 19Q: 3 clusters Score -2969802 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -2969863.250000 Penalty: 3295.083252
	Iteration 20F: 3 clusters Score -2969863 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -2969913.500000 Penalty: 3295.083252
	Iteration 21Q: 3 clusters Score -2969914 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -2969955.500000 Penalty: 3295.083252
	Iteration 22Q: 3 clusters Score -2969956 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -2969977.750000 Penalty: 3295.083252
	Iteration 23Q: 3 clusters Score -2969978 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 24904 members 
Entering Unmasked Estep 
Score: -2970006.750000 Penalty: 3295.083252
	Iteration 24Q: 3 clusters Score -2970007 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -2970020.750000 Penalty: 3295.083252
	Iteration 25Q: 3 clusters Score -2970021 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -2970033.500000 Penalty: 3295.083252
	Iteration 26Q: 3 clusters Score -2970034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -2970038.000000 Penalty: 3295.083252
	Iteration 27Q: 3 clusters Score -2970038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -2970042.750000 Penalty: 3295.083252
	Iteration 28Q: 3 clusters Score -2970043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -2970042.750000 Penalty: 3295.083252
	Iteration 29Q: 3 clusters Score -2970043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -2970046.500000 Penalty: 3295.083252
	Iteration 30Q: 3 clusters Score -2970046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -2970048.500000 Penalty: 3295.083252
	Iteration 31Q: 3 clusters Score -2970048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -2970048.500000 Penalty: 3295.083252
	Iteration 32F: 3 clusters Score -2970048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Entering Unmasked Estep 
Score: -126302.960938 Penalty: 1162.116333
	Iteration 0F: 2 clusters Score -126303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -124676.921875 Penalty: 2324.232666
	Iteration 0F: 3 clusters Score -124676.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -125083.031250 Penalty: 2324.232666
	Iteration 1F: 3 clusters Score -125083 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -125206.484375 Penalty: 2324.232666
	Iteration 2F: 3 clusters Score -125206.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -125274.289062 Penalty: 2324.232666
	Iteration 3Q: 3 clusters Score -125274.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -125315.898438 Penalty: 2324.232666
	Iteration 4Q: 3 clusters Score -125315.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -125351.789062 Penalty: 2324.232666
	Iteration 5Q: 3 clusters Score -125351.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -125383.453125 Penalty: 2324.232666
	Iteration 6Q: 3 clusters Score -125383.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -125405.382812 Penalty: 2324.232666
	Iteration 7Q: 3 clusters Score -125405.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -125422.328125 Penalty: 2324.232666
	Iteration 8Q: 3 clusters Score -125422.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -125431.609375 Penalty: 2324.232666
	Iteration 9Q: 3 clusters Score -125431.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -125440.070312 Penalty: 2324.232666
	Iteration 10Q: 3 clusters Score -125440.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -125446.062500 Penalty: 2324.232666
	Iteration 11Q: 3 clusters Score -125446.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -125453.703125 Penalty: 2324.232666
	Iteration 12Q: 3 clusters Score -125453.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -125461.585938 Penalty: 2324.232666
	Iteration 13Q: 3 clusters Score -125461.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -125467.460938 Penalty: 2324.232666
	Iteration 14Q: 3 clusters Score -125467.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -125475.421875 Penalty: 2324.232666
	Iteration 15Q: 3 clusters Score -125475.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -125481.742188 Penalty: 2324.232666
	Iteration 16Q: 3 clusters Score -125481.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -125487.765625 Penalty: 2324.232666
	Iteration 17Q: 3 clusters Score -125487.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -125498.195312 Penalty: 2324.232666
	Iteration 18Q: 3 clusters Score -125498.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -125506.328125 Penalty: 2324.232666
	Iteration 19Q: 3 clusters Score -125506.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -125520.210938 Penalty: 2324.232666
	Iteration 20F: 3 clusters Score -125520.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -125525.546875 Penalty: 2324.232666
	Iteration 21Q: 3 clusters Score -125525.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -125530.898438 Penalty: 2324.232666
	Iteration 22Q: 3 clusters Score -125530.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -125535.796875 Penalty: 2324.232666
	Iteration 23Q: 3 clusters Score -125535.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -125542.742188 Penalty: 2324.232666
	Iteration 24Q: 3 clusters Score -125542.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -125559.226562 Penalty: 2324.232666
	Iteration 25Q: 3 clusters Score -125559.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -125574.953125 Penalty: 2324.232666
	Iteration 26Q: 3 clusters Score -125575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -125584.882812 Penalty: 2324.232666
	Iteration 27Q: 3 clusters Score -125584.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -125595.671875 Penalty: 2324.232666
	Iteration 28Q: 3 clusters Score -125595.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -125604.695312 Penalty: 2324.232666
	Iteration 29Q: 3 clusters Score -125604.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -125610.695312 Penalty: 2324.232666
	Iteration 30Q: 3 clusters Score -125610.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -125612.812500 Penalty: 2324.232666
	Iteration 31Q: 3 clusters Score -125612.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -125614.625000 Penalty: 2324.232666
	Iteration 32Q: 3 clusters Score -125614.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -125620.171875 Penalty: 2324.232666
	Iteration 33Q: 3 clusters Score -125620.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -125630.617188 Penalty: 2324.232666
	Iteration 34Q: 3 clusters Score -125630.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -125638.703125 Penalty: 2324.232666
	Iteration 35Q: 3 clusters Score -125638.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -125645.570312 Penalty: 2324.232666
	Iteration 36Q: 3 clusters Score -125645.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -125652.781250 Penalty: 2324.232666
	Iteration 37Q: 3 clusters Score -125652.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -125659.585938 Penalty: 2324.232666
	Iteration 38Q: 3 clusters Score -125659.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -125666.078125 Penalty: 2324.232666
	Iteration 39Q: 3 clusters Score -125666.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -125673.703125 Penalty: 2324.232666
	Iteration 40F: 3 clusters Score -125673.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -125680.187500 Penalty: 2324.232666
	Iteration 41Q: 3 clusters Score -125680.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -125685.406250 Penalty: 2324.232666
	Iteration 42Q: 3 clusters Score -125685.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -125689.320312 Penalty: 2324.232666
	Iteration 43Q: 3 clusters Score -125689.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -125695.023438 Penalty: 2324.232666
	Iteration 44Q: 3 clusters Score -125695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -125701.234375 Penalty: 2324.232666
	Iteration 45Q: 3 clusters Score -125701.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -125706.023438 Penalty: 2324.232666
	Iteration 46Q: 3 clusters Score -125706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -125710.078125 Penalty: 2324.232666
	Iteration 47Q: 3 clusters Score -125710.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -125714.695312 Penalty: 2324.232666
	Iteration 48Q: 3 clusters Score -125714.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -125721.679688 Penalty: 2324.232666
	Iteration 49Q: 3 clusters Score -125721.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -125725.234375 Penalty: 2324.232666
	Iteration 50Q: 3 clusters Score -125725.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -125729.734375 Penalty: 2324.232666
	Iteration 51Q: 3 clusters Score -125729.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -125732.828125 Penalty: 2324.232666
	Iteration 52Q: 3 clusters Score -125732.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -125737.156250 Penalty: 2324.232666
	Iteration 53Q: 3 clusters Score -125737.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -125739.953125 Penalty: 2324.232666
	Iteration 54Q: 3 clusters Score -125740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -125741.914062 Penalty: 2324.232666
	Iteration 55Q: 3 clusters Score -125741.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -125747.835938 Penalty: 2324.232666
	Iteration 56Q: 3 clusters Score -125747.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -125752.289062 Penalty: 2324.232666
	Iteration 57Q: 3 clusters Score -125752.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -125753.671875 Penalty: 2324.232666
	Iteration 58Q: 3 clusters Score -125753.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -125756.460938 Penalty: 2324.232666
	Iteration 59Q: 3 clusters Score -125756.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -125758.414062 Penalty: 2324.232666
	Iteration 60F: 3 clusters Score -125758.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -125759.328125 Penalty: 2324.232666
	Iteration 61Q: 3 clusters Score -125759.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -125759.906250 Penalty: 2324.232666
	Iteration 62Q: 3 clusters Score -125759.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -125759.906250 Penalty: 2324.232666
	Iteration 63F: 3 clusters Score -125759.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (91504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91504 members 
Entering Unmasked Estep 
Score: -10899288.000000 Penalty: 1856.422485
	Iteration 0F: 2 clusters Score -1.089929e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45663 members 
Mstep: Class 2 contains 45841 members 
Entering Unmasked Estep 
Score: -10838386.000000 Penalty: 3712.844971
	Iteration 0F: 3 clusters Score -1.083839e+07 nChanged 43838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44323 members 
Mstep: Class 2 contains 47181 members 
Entering Unmasked Estep 
Score: -10863893.000000 Penalty: 3712.844971
	Iteration 1F: 3 clusters Score -1.086389e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43324 members 
Mstep: Class 2 contains 48180 members 
Entering Unmasked Estep 
Score: -10864302.000000 Penalty: 3712.844971
	Iteration 2Q: 3 clusters Score -1.08643e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41796 members 
Mstep: Class 2 contains 49708 members 
Entering Unmasked Estep 
Score: -10864988.000000 Penalty: 3712.844971
	Iteration 3Q: 3 clusters Score -1.086499e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39562 members 
Mstep: Class 2 contains 51942 members 
Entering Unmasked Estep 
Score: -10866038.000000 Penalty: 3712.844971
	Iteration 4Q: 3 clusters Score -1.086604e+07 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 55194 members 
Entering Unmasked Estep 
Score: -10867841.000000 Penalty: 3712.844971
	Iteration 5Q: 3 clusters Score -1.086784e+07 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31906 members 
Mstep: Class 2 contains 59598 members 
Entering Unmasked Estep 
Score: -10870557.000000 Penalty: 3712.844971
	Iteration 6F: 3 clusters Score -1.087056e+07 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 65004 members 
Entering Unmasked Estep 
Score: -10874851.000000 Penalty: 3712.844971
	Iteration 7F: 3 clusters Score -1.087485e+07 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 70760 members 
Entering Unmasked Estep 
Score: -10880051.000000 Penalty: 3712.844971
	Iteration 8F: 3 clusters Score -1.088005e+07 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 75778 members 
Entering Unmasked Estep 
Score: -10884967.000000 Penalty: 3712.844971
	Iteration 9F: 3 clusters Score -1.088497e+07 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 79217 members 
Entering Unmasked Estep 
Score: -10888548.000000 Penalty: 3712.844971
	Iteration 10Q: 3 clusters Score -1.088855e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 81372 members 
Entering Unmasked Estep 
Score: -10890973.000000 Penalty: 3712.844971
	Iteration 11Q: 3 clusters Score -1.089097e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 82796 members 
Entering Unmasked Estep 
Score: -10892351.000000 Penalty: 3712.844971
	Iteration 12Q: 3 clusters Score -1.089235e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 83973 members 
Entering Unmasked Estep 
Score: -10893244.000000 Penalty: 3712.844971
	Iteration 13Q: 3 clusters Score -1.089324e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 84995 members 
Entering Unmasked Estep 
Score: -10893922.000000 Penalty: 3712.844971
	Iteration 14Q: 3 clusters Score -1.089392e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 85911 members 
Entering Unmasked Estep 
Score: -10894564.000000 Penalty: 3712.844971
	Iteration 15Q: 3 clusters Score -1.089456e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 86754 members 
Entering Unmasked Estep 
Score: -10895157.000000 Penalty: 3712.844971
	Iteration 16Q: 3 clusters Score -1.089516e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 87464 members 
Entering Unmasked Estep 
Score: -10895635.000000 Penalty: 3712.844971
	Iteration 17Q: 3 clusters Score -1.089564e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 88091 members 
Entering Unmasked Estep 
Score: -10896078.000000 Penalty: 3712.844971
	Iteration 18Q: 3 clusters Score -1.089608e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 88631 members 
Entering Unmasked Estep 
Score: -10896538.000000 Penalty: 3712.844971
	Iteration 19Q: 3 clusters Score -1.089654e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 89094 members 
Entering Unmasked Estep 
Score: -10896877.000000 Penalty: 3712.844971
	Iteration 20F: 3 clusters Score -1.089688e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 89439 members 
Entering Unmasked Estep 
Score: -10897134.000000 Penalty: 3712.844971
	Iteration 21Q: 3 clusters Score -1.089713e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 89731 members 
Entering Unmasked Estep 
Score: -10897322.000000 Penalty: 3712.844971
	Iteration 22Q: 3 clusters Score -1.089732e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 89951 members 
Entering Unmasked Estep 
Score: -10897436.000000 Penalty: 3712.844971
	Iteration 23Q: 3 clusters Score -1.089744e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 90124 members 
Entering Unmasked Estep 
Score: -10897507.000000 Penalty: 3712.844971
	Iteration 24Q: 3 clusters Score -1.089751e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 90266 members 
Entering Unmasked Estep 
Score: -10897563.000000 Penalty: 3712.844971
	Iteration 25Q: 3 clusters Score -1.089756e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 90381 members 
Entering Unmasked Estep 
Score: -10897623.000000 Penalty: 3712.844971
	Iteration 26Q: 3 clusters Score -1.089762e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 90468 members 
Entering Unmasked Estep 
Score: -10897647.000000 Penalty: 3712.844971
	Iteration 27Q: 3 clusters Score -1.089765e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 90526 members 
Entering Unmasked Estep 
Score: -10897662.000000 Penalty: 3712.844971
	Iteration 28Q: 3 clusters Score -1.089766e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 90580 members 
Entering Unmasked Estep 
Score: -10897687.000000 Penalty: 3712.844971
	Iteration 29Q: 3 clusters Score -1.089769e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 90629 members 
Entering Unmasked Estep 
Score: -10897698.000000 Penalty: 3712.844971
	Iteration 30Q: 3 clusters Score -1.08977e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 90665 members 
Entering Unmasked Estep 
Score: -10897718.000000 Penalty: 3712.844971
	Iteration 31Q: 3 clusters Score -1.089772e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 90697 members 
Entering Unmasked Estep 
Score: -10897739.000000 Penalty: 3712.844971
	Iteration 32Q: 3 clusters Score -1.089774e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 90727 members 
Entering Unmasked Estep 
Score: -10897764.000000 Penalty: 3712.844971
	Iteration 33Q: 3 clusters Score -1.089776e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 90755 members 
Entering Unmasked Estep 
Score: -10897753.000000 Penalty: 3712.844971
	Iteration 34Q: 3 clusters Score -1.089775e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 90784 members 
Entering Unmasked Estep 
Score: -10897775.000000 Penalty: 3712.844971
	Iteration 35Q: 3 clusters Score -1.089778e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 90813 members 
Entering Unmasked Estep 
Score: -10897782.000000 Penalty: 3712.844971
	Iteration 36Q: 3 clusters Score -1.089778e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 90834 members 
Entering Unmasked Estep 
Score: -10897782.000000 Penalty: 3712.844971
	Iteration 37Q: 3 clusters Score -1.089778e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 90849 members 
Entering Unmasked Estep 
Score: -10897801.000000 Penalty: 3712.844971
	Iteration 38Q: 3 clusters Score -1.08978e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 90856 members 
Entering Unmasked Estep 
Score: -10897800.000000 Penalty: 3712.844971
	Iteration 39Q: 3 clusters Score -1.08978e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 90862 members 
Entering Unmasked Estep 
Score: -10897812.000000 Penalty: 3712.844971
	Iteration 40F: 3 clusters Score -1.089781e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 90866 members 
Entering Unmasked Estep 
Score: -10897821.000000 Penalty: 3712.844971
	Iteration 41Q: 3 clusters Score -1.089782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 90872 members 
Entering Unmasked Estep 
Score: -10897809.000000 Penalty: 3712.844971
	Iteration 42Q: 3 clusters Score -1.089781e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 90877 members 
Entering Unmasked Estep 
Score: -10897817.000000 Penalty: 3712.844971
	Iteration 43Q: 3 clusters Score -1.089782e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 90879 members 
Entering Unmasked Estep 
Score: -10897814.000000 Penalty: 3712.844971
	Iteration 44Q: 3 clusters Score -1.089781e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 90887 members 
Entering Unmasked Estep 
Score: -10897810.000000 Penalty: 3712.844971
	Iteration 45Q: 3 clusters Score -1.089781e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 90894 members 
Entering Unmasked Estep 
Score: -10897819.000000 Penalty: 3712.844971
	Iteration 46Q: 3 clusters Score -1.089782e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 90900 members 
Entering Unmasked Estep 
Score: -10897823.000000 Penalty: 3712.844971
	Iteration 47Q: 3 clusters Score -1.089782e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 90907 members 
Entering Unmasked Estep 
Score: -10897819.000000 Penalty: 3712.844971
	Iteration 48Q: 3 clusters Score -1.089782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 90908 members 
Entering Unmasked Estep 
Score: -10897826.000000 Penalty: 3712.844971
	Iteration 49Q: 3 clusters Score -1.089783e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 90910 members 
Entering Unmasked Estep 
Score: -10897828.000000 Penalty: 3712.844971
	Iteration 50Q: 3 clusters Score -1.089783e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 90913 members 
Entering Unmasked Estep 
Score: -10897828.000000 Penalty: 3712.844971
	Iteration 51Q: 3 clusters Score -1.089783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 90913 members 
Entering Unmasked Estep 
Score: -10897821.000000 Penalty: 3712.844971
	Iteration 52Q: 3 clusters Score -1.089782e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 90913 members 
Entering Unmasked Estep 
Score: -10897821.000000 Penalty: 3712.844971
	Iteration 53F: 3 clusters Score -1.089782e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Entering Unmasked Estep 
Score: -27021.775391 Penalty: 944.310425
	Iteration 0F: 2 clusters Score -27021.78 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 163 members 
Entering Unmasked Estep 
Score: -26234.486328 Penalty: 1888.620850
	Iteration 0F: 3 clusters Score -26234.49 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -26376.255859 Penalty: 1888.620850
	Iteration 1F: 3 clusters Score -26376.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -26411.763672 Penalty: 1888.620850
	Iteration 2F: 3 clusters Score -26411.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -26440.464844 Penalty: 1888.620850
	Iteration 3Q: 3 clusters Score -26440.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -26460.644531 Penalty: 1888.620850
	Iteration 4Q: 3 clusters Score -26460.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -26475.410156 Penalty: 1888.620850
	Iteration 5Q: 3 clusters Score -26475.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -26478.117188 Penalty: 1888.620850
	Iteration 6Q: 3 clusters Score -26478.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -26478.117188 Penalty: 1888.620850
	Iteration 7F: 3 clusters Score -26478.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -50913.683594 Penalty: 1012.453247
	Iteration 0F: 2 clusters Score -50913.68 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 250 members 
Entering Unmasked Estep 
Score: -49893.035156 Penalty: 2024.906494
	Iteration 0F: 3 clusters Score -49893.04 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -50166.429688 Penalty: 2024.906494
	Iteration 1F: 3 clusters Score -50166.43 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -50280.031250 Penalty: 2024.906494
	Iteration 2F: 3 clusters Score -50280.03 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -50339.125000 Penalty: 2024.906494
	Iteration 3F: 3 clusters Score -50339.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -50376.222656 Penalty: 2024.906494
	Iteration 4Q: 3 clusters Score -50376.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -50402.300781 Penalty: 2024.906494
	Iteration 5Q: 3 clusters Score -50402.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -50406.652344 Penalty: 2024.906494
	Iteration 6Q: 3 clusters Score -50406.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -50411.675781 Penalty: 2024.906494
	Iteration 7Q: 3 clusters Score -50411.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -50412.445312 Penalty: 2024.906494
	Iteration 8Q: 3 clusters Score -50412.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -50412.445312 Penalty: 2024.906494
	Iteration 9F: 3 clusters Score -50412.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (19739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Entering Unmasked Estep 
Score: -2341156.500000 Penalty: 1607.182129
	Iteration 0F: 2 clusters Score -2341156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -2327646.250000 Penalty: 3214.364258
	Iteration 0F: 3 clusters Score -2327646 nChanged 8950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -2332520.000000 Penalty: 3214.364258
	Iteration 1F: 3 clusters Score -2332520 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -2332795.250000 Penalty: 3214.364258
	Iteration 2Q: 3 clusters Score -2332795 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -2333066.250000 Penalty: 3214.364258
	Iteration 3Q: 3 clusters Score -2333066 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -2333273.250000 Penalty: 3214.364258
	Iteration 4Q: 3 clusters Score -2333273 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -2333489.250000 Penalty: 3214.364258
	Iteration 5Q: 3 clusters Score -2333489 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -2333767.250000 Penalty: 3214.364258
	Iteration 6Q: 3 clusters Score -2333767 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -2334139.000000 Penalty: 3214.364258
	Iteration 7Q: 3 clusters Score -2334139 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -2334627.000000 Penalty: 3214.364258
	Iteration 8Q: 3 clusters Score -2334627 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -2335318.000000 Penalty: 3214.364258
	Iteration 9F: 3 clusters Score -2335318 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -2336233.500000 Penalty: 3214.364258
	Iteration 10F: 3 clusters Score -2336234 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2337283.000000 Penalty: 3214.364258
	Iteration 11F: 3 clusters Score -2337283 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2338203.000000 Penalty: 3214.364258
	Iteration 12F: 3 clusters Score -2338203 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2338868.250000 Penalty: 3214.364258
	Iteration 13Q: 3 clusters Score -2338868 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2339295.250000 Penalty: 3214.364258
	Iteration 14Q: 3 clusters Score -2339295 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2339498.250000 Penalty: 3214.364258
	Iteration 15Q: 3 clusters Score -2339498 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2339613.750000 Penalty: 3214.364258
	Iteration 16Q: 3 clusters Score -2339614 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2339682.750000 Penalty: 3214.364258
	Iteration 17Q: 3 clusters Score -2339683 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -2339729.250000 Penalty: 3214.364258
	Iteration 18Q: 3 clusters Score -2339729 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2339751.500000 Penalty: 3214.364258
	Iteration 19Q: 3 clusters Score -2339752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -2339759.000000 Penalty: 3214.364258
	Iteration 20F: 3 clusters Score -2339759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -2339763.250000 Penalty: 3214.364258
	Iteration 21Q: 3 clusters Score -2339763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -2339768.000000 Penalty: 3214.364258
	Iteration 22Q: 3 clusters Score -2339768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -2339768.500000 Penalty: 3214.364258
	Iteration 23Q: 3 clusters Score -2339768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -2339771.500000 Penalty: 3214.364258
	Iteration 24Q: 3 clusters Score -2339772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -2339771.500000 Penalty: 3214.364258
	Iteration 25F: 3 clusters Score -2339772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (87992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87992 members 
Entering Unmasked Estep 
Score: -10402193.000000 Penalty: 1850.062744
	Iteration 0F: 2 clusters Score -1.040219e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43954 members 
Mstep: Class 2 contains 44038 members 
Entering Unmasked Estep 
Score: -10343292.000000 Penalty: 3700.125488
	Iteration 0F: 3 clusters Score -1.034329e+07 nChanged 41879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40907 members 
Mstep: Class 2 contains 47085 members 
Entering Unmasked Estep 
Score: -10368097.000000 Penalty: 3700.125488
	Iteration 1F: 3 clusters Score -1.03681e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38765 members 
Mstep: Class 2 contains 49227 members 
Entering Unmasked Estep 
Score: -10369120.000000 Penalty: 3700.125488
	Iteration 2Q: 3 clusters Score -1.036912e+07 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35755 members 
Mstep: Class 2 contains 52237 members 
Entering Unmasked Estep 
Score: -10370700.000000 Penalty: 3700.125488
	Iteration 3Q: 3 clusters Score -1.03707e+07 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31568 members 
Mstep: Class 2 contains 56424 members 
Entering Unmasked Estep 
Score: -10373175.000000 Penalty: 3700.125488
	Iteration 4F: 3 clusters Score -1.037318e+07 nChanged 6230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25848 members 
Mstep: Class 2 contains 62144 members 
Entering Unmasked Estep 
Score: -10377009.000000 Penalty: 3700.125488
	Iteration 5F: 3 clusters Score -1.037701e+07 nChanged 7117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 68981 members 
Entering Unmasked Estep 
Score: -10382526.000000 Penalty: 3700.125488
	Iteration 6F: 3 clusters Score -1.038253e+07 nChanged 6957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 75870 members 
Entering Unmasked Estep 
Score: -10388882.000000 Penalty: 3700.125488
	Iteration 7F: 3 clusters Score -1.038888e+07 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 81414 members 
Entering Unmasked Estep 
Score: -10393964.000000 Penalty: 3700.125488
	Iteration 8F: 3 clusters Score -1.039396e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 84937 members 
Entering Unmasked Estep 
Score: -10397633.000000 Penalty: 3700.125488
	Iteration 9Q: 3 clusters Score -1.039763e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 86697 members 
Entering Unmasked Estep 
Score: -10399364.000000 Penalty: 3700.125488
	Iteration 10Q: 3 clusters Score -1.039936e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 87402 members 
Entering Unmasked Estep 
Score: -10400023.000000 Penalty: 3700.125488
	Iteration 11Q: 3 clusters Score -1.040002e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 87631 members 
Entering Unmasked Estep 
Score: -10400272.000000 Penalty: 3700.125488
	Iteration 12Q: 3 clusters Score -1.040027e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 87713 members 
Entering Unmasked Estep 
Score: -10400358.000000 Penalty: 3700.125488
	Iteration 13Q: 3 clusters Score -1.040036e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 87737 members 
Entering Unmasked Estep 
Score: -10400410.000000 Penalty: 3700.125488
	Iteration 14Q: 3 clusters Score -1.040041e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 87753 members 
Entering Unmasked Estep 
Score: -10400446.000000 Penalty: 3700.125488
	Iteration 15Q: 3 clusters Score -1.040045e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 87756 members 
Entering Unmasked Estep 
Score: -10400453.000000 Penalty: 3700.125488
	Iteration 16Q: 3 clusters Score -1.040045e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 87763 members 
Entering Unmasked Estep 
Score: -10400470.000000 Penalty: 3700.125488
	Iteration 17Q: 3 clusters Score -1.040047e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 87767 members 
Entering Unmasked Estep 
Score: -10400460.000000 Penalty: 3700.125488
	Iteration 18Q: 3 clusters Score -1.040046e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 87769 members 
Entering Unmasked Estep 
Score: -10400473.000000 Penalty: 3700.125488
	Iteration 19Q: 3 clusters Score -1.040047e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 87770 members 
Entering Unmasked Estep 
Score: -10400480.000000 Penalty: 3700.125488
	Iteration 20F: 3 clusters Score -1.040048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 87770 members 
Entering Unmasked Estep 
Score: -10400476.000000 Penalty: 3700.125488
	Iteration 21Q: 3 clusters Score -1.040048e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 87772 members 
Entering Unmasked Estep 
Score: -10400471.000000 Penalty: 3700.125488
	Iteration 22Q: 3 clusters Score -1.040047e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 87775 members 
Entering Unmasked Estep 
Score: -10400481.000000 Penalty: 3700.125488
	Iteration 23Q: 3 clusters Score -1.040048e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 87775 members 
Entering Unmasked Estep 
Score: -10400481.000000 Penalty: 3700.125488
	Iteration 24F: 3 clusters Score -1.040048e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (6237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Entering Unmasked Estep 
Score: -747896.875000 Penalty: 1419.966309
	Iteration 0F: 2 clusters Score -747896.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -743175.937500 Penalty: 2839.932617
	Iteration 0F: 3 clusters Score -743175.9 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -744479.500000 Penalty: 2839.932617
	Iteration 1F: 3 clusters Score -744479.5 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -744648.375000 Penalty: 2839.932617
	Iteration 2F: 3 clusters Score -744648.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -744761.375000 Penalty: 2839.932617
	Iteration 3Q: 3 clusters Score -744761.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -744855.812500 Penalty: 2839.932617
	Iteration 4Q: 3 clusters Score -744855.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -744955.250000 Penalty: 2839.932617
	Iteration 5Q: 3 clusters Score -744955.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -745047.812500 Penalty: 2839.932617
	Iteration 6Q: 3 clusters Score -745047.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -745141.625000 Penalty: 2839.932617
	Iteration 7Q: 3 clusters Score -745141.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -745289.812500 Penalty: 2839.932617
	Iteration 8Q: 3 clusters Score -745289.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -745468.062500 Penalty: 2839.932617
	Iteration 9Q: 3 clusters Score -745468.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -745679.937500 Penalty: 2839.932617
	Iteration 10Q: 3 clusters Score -745679.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -745928.312500 Penalty: 2839.932617
	Iteration 11Q: 3 clusters Score -745928.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -746178.187500 Penalty: 2839.932617
	Iteration 12Q: 3 clusters Score -746178.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -746346.687500 Penalty: 2839.932617
	Iteration 13Q: 3 clusters Score -746346.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -746451.875000 Penalty: 2839.932617
	Iteration 14Q: 3 clusters Score -746451.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -746507.937500 Penalty: 2839.932617
	Iteration 15Q: 3 clusters Score -746507.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -746538.187500 Penalty: 2839.932617
	Iteration 16Q: 3 clusters Score -746538.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -746562.500000 Penalty: 2839.932617
	Iteration 17Q: 3 clusters Score -746562.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -746585.562500 Penalty: 2839.932617
	Iteration 18Q: 3 clusters Score -746585.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -746596.687500 Penalty: 2839.932617
	Iteration 19Q: 3 clusters Score -746596.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -746599.812500 Penalty: 2839.932617
	Iteration 20F: 3 clusters Score -746599.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (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: -37544.644531 Penalty: 1007.912048
	Iteration 0F: 2 clusters Score -37544.64 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 224 members 
Entering Unmasked Estep 
Score: -36517.066406 Penalty: 2015.824097
	Iteration 0F: 3 clusters Score -36517.07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -36860.898438 Penalty: 2015.824097
	Iteration 1F: 3 clusters Score -36860.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -36993.343750 Penalty: 2015.824097
	Iteration 2F: 3 clusters Score -36993.34 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -37096.472656 Penalty: 2015.824097
	Iteration 3F: 3 clusters Score -37096.47 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -37188.527344 Penalty: 2015.824097
	Iteration 4Q: 3 clusters Score -37188.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -37272.859375 Penalty: 2015.824097
	Iteration 5Q: 3 clusters Score -37272.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -37298.199219 Penalty: 2015.824097
	Iteration 6Q: 3 clusters Score -37298.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -37308.261719 Penalty: 2015.824097
	Iteration 7Q: 3 clusters Score -37308.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -37323.156250 Penalty: 2015.824097
	Iteration 8Q: 3 clusters Score -37323.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -37339.738281 Penalty: 2015.824097
	Iteration 9Q: 3 clusters Score -37339.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -37342.332031 Penalty: 2015.824097
	Iteration 10Q: 3 clusters Score -37342.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -37357.414062 Penalty: 2015.824097
	Iteration 11Q: 3 clusters Score -37357.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -37386.046875 Penalty: 2015.824097
	Iteration 12Q: 3 clusters Score -37386.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -37399.609375 Penalty: 2015.824097
	Iteration 13Q: 3 clusters Score -37399.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -37406.925781 Penalty: 2015.824097
	Iteration 14Q: 3 clusters Score -37406.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -37419.179688 Penalty: 2015.824097
	Iteration 15Q: 3 clusters Score -37419.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -37439.730469 Penalty: 2015.824097
	Iteration 16Q: 3 clusters Score -37439.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -37450.230469 Penalty: 2015.824097
	Iteration 17Q: 3 clusters Score -37450.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -37452.675781 Penalty: 2015.824097
	Iteration 18Q: 3 clusters Score -37452.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -37455.875000 Penalty: 2015.824097
	Iteration 19F: 3 clusters Score -37455.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -37471.527344 Penalty: 2015.824097
	Iteration 20F: 3 clusters Score -37471.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -37501.703125 Penalty: 2015.824097
	Iteration 21Q: 3 clusters Score -37501.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -37520.566406 Penalty: 2015.824097
	Iteration 22Q: 3 clusters Score -37520.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -37528.187500 Penalty: 2015.824097
	Iteration 23Q: 3 clusters Score -37528.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -37534.562500 Penalty: 2015.824097
	Iteration 24Q: 3 clusters Score -37534.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -37534.562500 Penalty: 2015.824097
	Iteration 25F: 3 clusters Score -37534.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Entering Unmasked Estep 
Score: -13124.364258 Penalty: 843.855530
	Iteration 0F: 2 clusters Score -13124.36 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 95 members 
Entering Unmasked Estep 
Score: -12501.654297 Penalty: 1687.711060
	Iteration 0F: 3 clusters Score -12501.65 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -12595.741211 Penalty: 1687.711060
	Iteration 1F: 3 clusters Score -12595.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -12623.736328 Penalty: 1687.711060
	Iteration 2Q: 3 clusters Score -12623.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12629.253906 Penalty: 1687.711060
	Iteration 3Q: 3 clusters Score -12629.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12629.253906 Penalty: 1687.711060
	Iteration 4F: 3 clusters Score -12629.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (13863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Entering Unmasked Estep 
Score: -1675182.000000 Penalty: 1549.759033
	Iteration 0F: 2 clusters Score -1675182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1665527.375000 Penalty: 3099.518066
	Iteration 0F: 3 clusters Score -1665527 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1668852.125000 Penalty: 3099.518066
	Iteration 1F: 3 clusters Score -1668852 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1669048.375000 Penalty: 3099.518066
	Iteration 2Q: 3 clusters Score -1669048 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1669205.875000 Penalty: 3099.518066
	Iteration 3Q: 3 clusters Score -1669206 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1669342.875000 Penalty: 3099.518066
	Iteration 4Q: 3 clusters Score -1669343 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1669466.000000 Penalty: 3099.518066
	Iteration 5Q: 3 clusters Score -1669466 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1669583.875000 Penalty: 3099.518066
	Iteration 6Q: 3 clusters Score -1669584 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1669703.625000 Penalty: 3099.518066
	Iteration 7Q: 3 clusters Score -1669704 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1669830.625000 Penalty: 3099.518066
	Iteration 8Q: 3 clusters Score -1669831 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1669968.000000 Penalty: 3099.518066
	Iteration 9Q: 3 clusters Score -1669968 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1670110.750000 Penalty: 3099.518066
	Iteration 10Q: 3 clusters Score -1670111 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1670291.500000 Penalty: 3099.518066
	Iteration 11Q: 3 clusters Score -1670292 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1670525.375000 Penalty: 3099.518066
	Iteration 12Q: 3 clusters Score -1670525 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1670819.625000 Penalty: 3099.518066
	Iteration 13Q: 3 clusters Score -1670820 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1671131.250000 Penalty: 3099.518066
	Iteration 14Q: 3 clusters Score -1671131 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1671434.125000 Penalty: 3099.518066
	Iteration 15Q: 3 clusters Score -1671434 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1671694.875000 Penalty: 3099.518066
	Iteration 16Q: 3 clusters Score -1671695 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1671896.500000 Penalty: 3099.518066
	Iteration 17Q: 3 clusters Score -1671896 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1672051.500000 Penalty: 3099.518066
	Iteration 18Q: 3 clusters Score -1672052 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1672181.000000 Penalty: 3099.518066
	Iteration 19Q: 3 clusters Score -1672181 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1672282.875000 Penalty: 3099.518066
	Iteration 20F: 3 clusters Score -1672283 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1672383.625000 Penalty: 3099.518066
	Iteration 21Q: 3 clusters Score -1672384 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1672504.000000 Penalty: 3099.518066
	Iteration 22Q: 3 clusters Score -1672504 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1672638.875000 Penalty: 3099.518066
	Iteration 23Q: 3 clusters Score -1672639 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1672784.500000 Penalty: 3099.518066
	Iteration 24Q: 3 clusters Score -1672784 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1672912.375000 Penalty: 3099.518066
	Iteration 25Q: 3 clusters Score -1672912 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1673037.625000 Penalty: 3099.518066
	Iteration 26Q: 3 clusters Score -1673038 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1673160.875000 Penalty: 3099.518066
	Iteration 27Q: 3 clusters Score -1673161 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1673268.500000 Penalty: 3099.518066
	Iteration 28Q: 3 clusters Score -1673268 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1673351.250000 Penalty: 3099.518066
	Iteration 29Q: 3 clusters Score -1673351 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1673424.625000 Penalty: 3099.518066
	Iteration 30Q: 3 clusters Score -1673425 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1673490.375000 Penalty: 3099.518066
	Iteration 31Q: 3 clusters Score -1673490 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1673547.500000 Penalty: 3099.518066
	Iteration 32Q: 3 clusters Score -1673548 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1673585.375000 Penalty: 3099.518066
	Iteration 33Q: 3 clusters Score -1673585 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1673624.000000 Penalty: 3099.518066
	Iteration 34Q: 3 clusters Score -1673624 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1673661.500000 Penalty: 3099.518066
	Iteration 35Q: 3 clusters Score -1673662 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1673688.375000 Penalty: 3099.518066
	Iteration 36Q: 3 clusters Score -1673688 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1673712.750000 Penalty: 3099.518066
	Iteration 37Q: 3 clusters Score -1673713 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1673734.375000 Penalty: 3099.518066
	Iteration 38Q: 3 clusters Score -1673734 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1673751.250000 Penalty: 3099.518066
	Iteration 39Q: 3 clusters Score -1673751 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1673762.500000 Penalty: 3099.518066
	Iteration 40F: 3 clusters Score -1673762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1673768.500000 Penalty: 3099.518066
	Iteration 41Q: 3 clusters Score -1673768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1673778.125000 Penalty: 3099.518066
	Iteration 42Q: 3 clusters Score -1673778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1673785.000000 Penalty: 3099.518066
	Iteration 43Q: 3 clusters Score -1673785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1673794.750000 Penalty: 3099.518066
	Iteration 44Q: 3 clusters Score -1673795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1673803.250000 Penalty: 3099.518066
	Iteration 45Q: 3 clusters Score -1673803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1673812.250000 Penalty: 3099.518066
	Iteration 46Q: 3 clusters Score -1673812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1673814.375000 Penalty: 3099.518066
	Iteration 47Q: 3 clusters Score -1673814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1673815.000000 Penalty: 3099.518066
	Iteration 48Q: 3 clusters Score -1673815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1673816.375000 Penalty: 3099.518066
	Iteration 49Q: 3 clusters Score -1673816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1673820.250000 Penalty: 3099.518066
	Iteration 50Q: 3 clusters Score -1673820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1673820.750000 Penalty: 3099.518066
	Iteration 51Q: 3 clusters Score -1673821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1673825.500000 Penalty: 3099.518066
	Iteration 52Q: 3 clusters Score -1673826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1673831.375000 Penalty: 3099.518066
	Iteration 53Q: 3 clusters Score -1673831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1673832.750000 Penalty: 3099.518066
	Iteration 54Q: 3 clusters Score -1673833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1673834.250000 Penalty: 3099.518066
	Iteration 55Q: 3 clusters Score -1673834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1673835.375000 Penalty: 3099.518066
	Iteration 56Q: 3 clusters Score -1673835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1673837.125000 Penalty: 3099.518066
	Iteration 57Q: 3 clusters Score -1673837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1673838.250000 Penalty: 3099.518066
	Iteration 58Q: 3 clusters Score -1673838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1673838.125000 Penalty: 3099.518066
	Iteration 59Q: 3 clusters Score -1673838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1673838.375000 Penalty: 3099.518066
	Iteration 60F: 3 clusters Score -1673838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1673841.125000 Penalty: 3099.518066
	Iteration 61Q: 3 clusters Score -1673841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1673840.125000 Penalty: 3099.518066
	Iteration 62Q: 3 clusters Score -1673840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1673841.000000 Penalty: 3099.518066
	Iteration 63Q: 3 clusters Score -1673841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1673841.000000 Penalty: 3099.518066
	Iteration 64F: 3 clusters Score -1673841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (13576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Entering Unmasked Estep 
Score: -1526326.000000 Penalty: 1546.359619
	Iteration 0F: 2 clusters Score -1526326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1516864.875000 Penalty: 3092.719238
	Iteration 0F: 3 clusters Score -1516865 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1520096.000000 Penalty: 3092.719238
	Iteration 1F: 3 clusters Score -1520096 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1520382.750000 Penalty: 3092.719238
	Iteration 2Q: 3 clusters Score -1520383 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1520789.250000 Penalty: 3092.719238
	Iteration 3F: 3 clusters Score -1520789 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1521363.000000 Penalty: 3092.719238
	Iteration 4F: 3 clusters Score -1521363 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1522269.625000 Penalty: 3092.719238
	Iteration 5F: 3 clusters Score -1522270 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1523296.750000 Penalty: 3092.719238
	Iteration 6F: 3 clusters Score -1523297 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1524104.375000 Penalty: 3092.719238
	Iteration 7F: 3 clusters Score -1524104 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1524684.750000 Penalty: 3092.719238
	Iteration 8Q: 3 clusters Score -1524685 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1525048.875000 Penalty: 3092.719238
	Iteration 9Q: 3 clusters Score -1525049 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1525267.750000 Penalty: 3092.719238
	Iteration 10Q: 3 clusters Score -1525268 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1525375.500000 Penalty: 3092.719238
	Iteration 11Q: 3 clusters Score -1525376 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1525437.375000 Penalty: 3092.719238
	Iteration 12Q: 3 clusters Score -1525437 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1525475.375000 Penalty: 3092.719238
	Iteration 13Q: 3 clusters Score -1525475 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1525495.625000 Penalty: 3092.719238
	Iteration 14Q: 3 clusters Score -1525496 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1525512.750000 Penalty: 3092.719238
	Iteration 15Q: 3 clusters Score -1525513 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1525516.500000 Penalty: 3092.719238
	Iteration 16Q: 3 clusters Score -1525516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1525526.500000 Penalty: 3092.719238
	Iteration 17Q: 3 clusters Score -1525526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1525531.875000 Penalty: 3092.719238
	Iteration 18Q: 3 clusters Score -1525532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1525530.750000 Penalty: 3092.719238
	Iteration 19Q: 3 clusters Score -1525531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1525531.250000 Penalty: 3092.719238
	Iteration 20F: 3 clusters Score -1525531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1525531.375000 Penalty: 3092.719238
	Iteration 21Q: 3 clusters Score -1525531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1525531.375000 Penalty: 3092.719238
	Iteration 22F: 3 clusters Score -1525531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (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: -58745.789062 Penalty: 1052.757812
	Iteration 0F: 2 clusters Score -58745.79 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 309 members 
Entering Unmasked Estep 
Score: -57662.566406 Penalty: 2105.515625
	Iteration 0F: 3 clusters Score -57662.57 nChanged 188
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: -58041.007812 Penalty: 2105.515625
	Iteration 1F: 3 clusters Score -58041.01 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -58233.777344 Penalty: 2105.515625
	Iteration 2F: 3 clusters Score -58233.78 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -58336.273438 Penalty: 2105.515625
	Iteration 3F: 3 clusters Score -58336.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -58391.996094 Penalty: 2105.515625
	Iteration 4Q: 3 clusters Score -58392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -58449.574219 Penalty: 2105.515625
	Iteration 5Q: 3 clusters Score -58449.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -58497.863281 Penalty: 2105.515625
	Iteration 6Q: 3 clusters Score -58497.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -58529.519531 Penalty: 2105.515625
	Iteration 7Q: 3 clusters Score -58529.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -58555.074219 Penalty: 2105.515625
	Iteration 8Q: 3 clusters Score -58555.07 nChanged 12
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: -58578.070312 Penalty: 2105.515625
	Iteration 9Q: 3 clusters Score -58578.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -58598.738281 Penalty: 2105.515625
	Iteration 10Q: 3 clusters Score -58598.74 nChanged 4
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: -58605.316406 Penalty: 2105.515625
	Iteration 11Q: 3 clusters Score -58605.32 nChanged 2
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: -58608.941406 Penalty: 2105.515625
	Iteration 12Q: 3 clusters Score -58608.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -58610.074219 Penalty: 2105.515625
	Iteration 13Q: 3 clusters Score -58610.07 nChanged 2
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: -58611.375000 Penalty: 2105.515625
	Iteration 14Q: 3 clusters Score -58611.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -58614.214844 Penalty: 2105.515625
	Iteration 15Q: 3 clusters Score -58614.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -58619.296875 Penalty: 2105.515625
	Iteration 16Q: 3 clusters Score -58619.3 nChanged 1
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: -58620.062500 Penalty: 2105.515625
	Iteration 17Q: 3 clusters Score -58620.06 nChanged 0
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: -58620.062500 Penalty: 2105.515625
	Iteration 18F: 3 clusters Score -58620.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Entering Unmasked Estep 
Score: -106420.812500 Penalty: 1122.347656
	Iteration 0F: 2 clusters Score -106420.8 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 489 members 
Entering Unmasked Estep 
Score: -105001.171875 Penalty: 2244.695312
	Iteration 0F: 3 clusters Score -105001.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -105251.718750 Penalty: 2244.695312
	Iteration 1F: 3 clusters Score -105251.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -105311.632812 Penalty: 2244.695312
	Iteration 2F: 3 clusters Score -105311.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -105351.976562 Penalty: 2244.695312
	Iteration 3Q: 3 clusters Score -105352 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -105387.132812 Penalty: 2244.695312
	Iteration 4Q: 3 clusters Score -105387.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -105408.906250 Penalty: 2244.695312
	Iteration 5Q: 3 clusters Score -105408.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -105423.617188 Penalty: 2244.695312
	Iteration 6Q: 3 clusters Score -105423.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -105439.343750 Penalty: 2244.695312
	Iteration 7Q: 3 clusters Score -105439.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -105453.843750 Penalty: 2244.695312
	Iteration 8Q: 3 clusters Score -105453.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -105468.281250 Penalty: 2244.695312
	Iteration 9Q: 3 clusters Score -105468.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -105478.242188 Penalty: 2244.695312
	Iteration 10Q: 3 clusters Score -105478.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -105483.187500 Penalty: 2244.695312
	Iteration 11Q: 3 clusters Score -105483.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -105489.445312 Penalty: 2244.695312
	Iteration 12Q: 3 clusters Score -105489.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -105491.414062 Penalty: 2244.695312
	Iteration 13Q: 3 clusters Score -105491.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -105496.210938 Penalty: 2244.695312
	Iteration 14Q: 3 clusters Score -105496.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -105502.710938 Penalty: 2244.695312
	Iteration 15Q: 3 clusters Score -105502.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -105505.960938 Penalty: 2244.695312
	Iteration 16Q: 3 clusters Score -105506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -105511.656250 Penalty: 2244.695312
	Iteration 17Q: 3 clusters Score -105511.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -105514.320312 Penalty: 2244.695312
	Iteration 18Q: 3 clusters Score -105514.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -105518.054688 Penalty: 2244.695312
	Iteration 19Q: 3 clusters Score -105518.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -105522.695312 Penalty: 2244.695312
	Iteration 20F: 3 clusters Score -105522.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -105524.367188 Penalty: 2244.695312
	Iteration 21Q: 3 clusters Score -105524.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -105524.632812 Penalty: 2244.695312
	Iteration 22Q: 3 clusters Score -105524.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -105524.632812 Penalty: 2244.695312
	Iteration 23F: 3 clusters Score -105524.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (4484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Entering Unmasked Estep 
Score: -528702.562500 Penalty: 1366.343994
	Iteration 0F: 2 clusters Score -528702.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -524991.937500 Penalty: 2732.687988
	Iteration 0F: 3 clusters Score -524991.9 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -526056.562500 Penalty: 2732.687988
	Iteration 1F: 3 clusters Score -526056.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -526297.500000 Penalty: 2732.687988
	Iteration 2F: 3 clusters Score -526297.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -526517.000000 Penalty: 2732.687988
	Iteration 3F: 3 clusters Score -526517 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -526705.437500 Penalty: 2732.687988
	Iteration 4F: 3 clusters Score -526705.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -526927.125000 Penalty: 2732.687988
	Iteration 5F: 3 clusters Score -526927.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -527137.625000 Penalty: 2732.687988
	Iteration 6F: 3 clusters Score -527137.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -527338.375000 Penalty: 2732.687988
	Iteration 7F: 3 clusters Score -527338.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -527491.750000 Penalty: 2732.687988
	Iteration 8Q: 3 clusters Score -527491.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -527630.062500 Penalty: 2732.687988
	Iteration 9Q: 3 clusters Score -527630.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -527725.812500 Penalty: 2732.687988
	Iteration 10Q: 3 clusters Score -527725.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -527783.812500 Penalty: 2732.687988
	Iteration 11Q: 3 clusters Score -527783.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -527814.812500 Penalty: 2732.687988
	Iteration 12Q: 3 clusters Score -527814.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -527828.375000 Penalty: 2732.687988
	Iteration 13Q: 3 clusters Score -527828.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -527833.687500 Penalty: 2732.687988
	Iteration 14Q: 3 clusters Score -527833.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -527836.812500 Penalty: 2732.687988
	Iteration 15Q: 3 clusters Score -527836.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -527840.812500 Penalty: 2732.687988
	Iteration 16Q: 3 clusters Score -527840.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -527841.875000 Penalty: 2732.687988
	Iteration 17Q: 3 clusters Score -527841.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -527842.937500 Penalty: 2732.687988
	Iteration 18Q: 3 clusters Score -527842.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -527843.000000 Penalty: 2732.687988
	Iteration 19Q: 3 clusters Score -527843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -527844.125000 Penalty: 2732.687988
	Iteration 20F: 3 clusters Score -527844.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -527843.812500 Penalty: 2732.687988
	Iteration 21Q: 3 clusters Score -527843.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -527845.562500 Penalty: 2732.687988
	Iteration 22Q: 3 clusters Score -527845.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -527846.250000 Penalty: 2732.687988
	Iteration 23Q: 3 clusters Score -527846.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -527845.750000 Penalty: 2732.687988
	Iteration 24Q: 3 clusters Score -527845.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -527847.375000 Penalty: 2732.687988
	Iteration 25Q: 3 clusters Score -527847.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -527847.375000 Penalty: 2732.687988
	Iteration 26F: 3 clusters Score -527847.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (86853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86853 members 
Entering Unmasked Estep 
Score: -10228234.000000 Penalty: 1847.945435
	Iteration 0F: 2 clusters Score -1.022823e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43414 members 
Mstep: Class 2 contains 43439 members 
Entering Unmasked Estep 
Score: -10170750.000000 Penalty: 3695.890869
	Iteration 0F: 3 clusters Score -1.017075e+07 nChanged 41398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43360 members 
Mstep: Class 2 contains 43493 members 
Entering Unmasked Estep 
Score: -10194257.000000 Penalty: 3695.890869
	Iteration 1F: 3 clusters Score -1.019426e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43324 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
Score: -10194642.000000 Penalty: 3695.890869
	Iteration 2Q: 3 clusters Score -1.019464e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43246 members 
Mstep: Class 2 contains 43607 members 
Entering Unmasked Estep 
Score: -10195176.000000 Penalty: 3695.890869
	Iteration 3Q: 3 clusters Score -1.019518e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43062 members 
Mstep: Class 2 contains 43791 members 
Entering Unmasked Estep 
Score: -10195801.000000 Penalty: 3695.890869
	Iteration 4Q: 3 clusters Score -1.01958e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42834 members 
Mstep: Class 2 contains 44019 members 
Entering Unmasked Estep 
Score: -10196488.000000 Penalty: 3695.890869
	Iteration 5Q: 3 clusters Score -1.019649e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42479 members 
Mstep: Class 2 contains 44374 members 
Entering Unmasked Estep 
Score: -10197378.000000 Penalty: 3695.890869
	Iteration 6Q: 3 clusters Score -1.019738e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41907 members 
Mstep: Class 2 contains 44946 members 
Entering Unmasked Estep 
Score: -10198720.000000 Penalty: 3695.890869
	Iteration 7Q: 3 clusters Score -1.019872e+07 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41107 members 
Mstep: Class 2 contains 45746 members 
Entering Unmasked Estep 
Score: -10200603.000000 Penalty: 3695.890869
	Iteration 8Q: 3 clusters Score -1.02006e+07 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40060 members 
Mstep: Class 2 contains 46793 members 
Entering Unmasked Estep 
Score: -10203464.000000 Penalty: 3695.890869
	Iteration 9F: 3 clusters Score -1.020346e+07 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38905 members 
Mstep: Class 2 contains 47948 members 
Entering Unmasked Estep 
Score: -10207169.000000 Penalty: 3695.890869
	Iteration 10F: 3 clusters Score -1.020717e+07 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37772 members 
Mstep: Class 2 contains 49081 members 
Entering Unmasked Estep 
Score: -10210235.000000 Penalty: 3695.890869
	Iteration 11F: 3 clusters Score -1.021024e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 50056 members 
Entering Unmasked Estep 
Score: -10211850.000000 Penalty: 3695.890869
	Iteration 12Q: 3 clusters Score -1.021185e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36067 members 
Mstep: Class 2 contains 50786 members 
Entering Unmasked Estep 
Score: -10212509.000000 Penalty: 3695.890869
	Iteration 13Q: 3 clusters Score -1.021251e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35414 members 
Mstep: Class 2 contains 51439 members 
Entering Unmasked Estep 
Score: -10212710.000000 Penalty: 3695.890869
	Iteration 14Q: 3 clusters Score -1.021271e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34791 members 
Mstep: Class 2 contains 52062 members 
Entering Unmasked Estep 
Score: -10212824.000000 Penalty: 3695.890869
	Iteration 15Q: 3 clusters Score -1.021282e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34144 members 
Mstep: Class 2 contains 52709 members 
Entering Unmasked Estep 
Score: -10212913.000000 Penalty: 3695.890869
	Iteration 16Q: 3 clusters Score -1.021291e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33438 members 
Mstep: Class 2 contains 53415 members 
Entering Unmasked Estep 
Score: -10212993.000000 Penalty: 3695.890869
	Iteration 17Q: 3 clusters Score -1.021299e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32699 members 
Mstep: Class 2 contains 54154 members 
Entering Unmasked Estep 
Score: -10213121.000000 Penalty: 3695.890869
	Iteration 18Q: 3 clusters Score -1.021312e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 54916 members 
Entering Unmasked Estep 
Score: -10213252.000000 Penalty: 3695.890869
	Iteration 19Q: 3 clusters Score -1.021325e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 55772 members 
Entering Unmasked Estep 
Score: -10213370.000000 Penalty: 3695.890869
	Iteration 20F: 3 clusters Score -1.021337e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30167 members 
Mstep: Class 2 contains 56686 members 
Entering Unmasked Estep 
Score: -10213513.000000 Penalty: 3695.890869
	Iteration 21Q: 3 clusters Score -1.021351e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 57630 members 
Entering Unmasked Estep 
Score: -10213695.000000 Penalty: 3695.890869
	Iteration 22Q: 3 clusters Score -1.02137e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 58597 members 
Entering Unmasked Estep 
Score: -10213869.000000 Penalty: 3695.890869
	Iteration 23Q: 3 clusters Score -1.021387e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 59627 members 
Entering Unmasked Estep 
Score: -10214081.000000 Penalty: 3695.890869
	Iteration 24Q: 3 clusters Score -1.021408e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 60778 members 
Entering Unmasked Estep 
Score: -10214361.000000 Penalty: 3695.890869
	Iteration 25Q: 3 clusters Score -1.021436e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 62005 members 
Entering Unmasked Estep 
Score: -10214614.000000 Penalty: 3695.890869
	Iteration 26Q: 3 clusters Score -1.021461e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 63318 members 
Entering Unmasked Estep 
Score: -10214921.000000 Penalty: 3695.890869
	Iteration 27Q: 3 clusters Score -1.021492e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 64694 members 
Entering Unmasked Estep 
Score: -10215282.000000 Penalty: 3695.890869
	Iteration 28Q: 3 clusters Score -1.021528e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 66051 members 
Entering Unmasked Estep 
Score: -10215650.000000 Penalty: 3695.890869
	Iteration 29Q: 3 clusters Score -1.021565e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 67485 members 
Entering Unmasked Estep 
Score: -10216109.000000 Penalty: 3695.890869
	Iteration 30Q: 3 clusters Score -1.021611e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 68944 members 
Entering Unmasked Estep 
Score: -10216631.000000 Penalty: 3695.890869
	Iteration 31Q: 3 clusters Score -1.021663e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 70409 members 
Entering Unmasked Estep 
Score: -10217130.000000 Penalty: 3695.890869
	Iteration 32Q: 3 clusters Score -1.021713e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 71884 members 
Entering Unmasked Estep 
Score: -10217664.000000 Penalty: 3695.890869
	Iteration 33Q: 3 clusters Score -1.021766e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 73416 members 
Entering Unmasked Estep 
Score: -10218316.000000 Penalty: 3695.890869
	Iteration 34Q: 3 clusters Score -1.021832e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 74932 members 
Entering Unmasked Estep 
Score: -10218977.000000 Penalty: 3695.890869
	Iteration 35Q: 3 clusters Score -1.021898e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 76449 members 
Entering Unmasked Estep 
Score: -10219744.000000 Penalty: 3695.890869
	Iteration 36Q: 3 clusters Score -1.021974e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 77903 members 
Entering Unmasked Estep 
Score: -10220559.000000 Penalty: 3695.890869
	Iteration 37Q: 3 clusters Score -1.022056e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 79327 members 
Entering Unmasked Estep 
Score: -10221391.000000 Penalty: 3695.890869
	Iteration 38Q: 3 clusters Score -1.022139e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 80661 members 
Entering Unmasked Estep 
Score: -10222286.000000 Penalty: 3695.890869
	Iteration 39Q: 3 clusters Score -1.022229e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 81836 members 
Entering Unmasked Estep 
Score: -10223044.000000 Penalty: 3695.890869
	Iteration 40F: 3 clusters Score -1.022304e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 82835 members 
Entering Unmasked Estep 
Score: -10223810.000000 Penalty: 3695.890869
	Iteration 41Q: 3 clusters Score -1.022381e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 83644 members 
Entering Unmasked Estep 
Score: -10224389.000000 Penalty: 3695.890869
	Iteration 42Q: 3 clusters Score -1.022439e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 84361 members 
Entering Unmasked Estep 
Score: -10224942.000000 Penalty: 3695.890869
	Iteration 43Q: 3 clusters Score -1.022494e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 84918 members 
Entering Unmasked Estep 
Score: -10225378.000000 Penalty: 3695.890869
	Iteration 44Q: 3 clusters Score -1.022538e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 85338 members 
Entering Unmasked Estep 
Score: -10225703.000000 Penalty: 3695.890869
	Iteration 45Q: 3 clusters Score -1.02257e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 85660 members 
Entering Unmasked Estep 
Score: -10225939.000000 Penalty: 3695.890869
	Iteration 46Q: 3 clusters Score -1.022594e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 85916 members 
Entering Unmasked Estep 
Score: -10226139.000000 Penalty: 3695.890869
	Iteration 47Q: 3 clusters Score -1.022614e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 86108 members 
Entering Unmasked Estep 
Score: -10226288.000000 Penalty: 3695.890869
	Iteration 48Q: 3 clusters Score -1.022629e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 86230 members 
Entering Unmasked Estep 
Score: -10226373.000000 Penalty: 3695.890869
	Iteration 49Q: 3 clusters Score -1.022637e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 86311 members 
Entering Unmasked Estep 
Score: -10226453.000000 Penalty: 3695.890869
	Iteration 50Q: 3 clusters Score -1.022645e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 86356 members 
Entering Unmasked Estep 
Score: -10226483.000000 Penalty: 3695.890869
	Iteration 51Q: 3 clusters Score -1.022648e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 86388 members 
Entering Unmasked Estep 
Score: -10226518.000000 Penalty: 3695.890869
	Iteration 52Q: 3 clusters Score -1.022652e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 86417 members 
Entering Unmasked Estep 
Score: -10226546.000000 Penalty: 3695.890869
	Iteration 53Q: 3 clusters Score -1.022655e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 86436 members 
Entering Unmasked Estep 
Score: -10226565.000000 Penalty: 3695.890869
	Iteration 54Q: 3 clusters Score -1.022656e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 86449 members 
Entering Unmasked Estep 
Score: -10226576.000000 Penalty: 3695.890869
	Iteration 55Q: 3 clusters Score -1.022658e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 86461 members 
Entering Unmasked Estep 
Score: -10226595.000000 Penalty: 3695.890869
	Iteration 56Q: 3 clusters Score -1.02266e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 86475 members 
Entering Unmasked Estep 
Score: -10226605.000000 Penalty: 3695.890869
	Iteration 57Q: 3 clusters Score -1.02266e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 86484 members 
Entering Unmasked Estep 
Score: -10226626.000000 Penalty: 3695.890869
	Iteration 58Q: 3 clusters Score -1.022663e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 86491 members 
Entering Unmasked Estep 
Score: -10226625.000000 Penalty: 3695.890869
	Iteration 59Q: 3 clusters Score -1.022662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 86491 members 
Entering Unmasked Estep 
Score: -10226636.000000 Penalty: 3695.890869
	Iteration 60F: 3 clusters Score -1.022664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 86493 members 
Entering Unmasked Estep 
Score: -10226633.000000 Penalty: 3695.890869
	Iteration 61Q: 3 clusters Score -1.022663e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 86499 members 
Entering Unmasked Estep 
Score: -10226647.000000 Penalty: 3695.890869
	Iteration 62Q: 3 clusters Score -1.022665e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 86506 members 
Entering Unmasked Estep 
Score: -10226658.000000 Penalty: 3695.890869
	Iteration 63Q: 3 clusters Score -1.022666e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 86510 members 
Entering Unmasked Estep 
Score: -10226657.000000 Penalty: 3695.890869
	Iteration 64Q: 3 clusters Score -1.022666e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 86515 members 
Entering Unmasked Estep 
Score: -10226659.000000 Penalty: 3695.890869
	Iteration 65Q: 3 clusters Score -1.022666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 86515 members 
Entering Unmasked Estep 
Score: -10226653.000000 Penalty: 3695.890869
	Iteration 66Q: 3 clusters Score -1.022665e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 86513 members 
Entering Unmasked Estep 
Score: -10226651.000000 Penalty: 3695.890869
	Iteration 67Q: 3 clusters Score -1.022665e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 86516 members 
Entering Unmasked Estep 
Score: -10226663.000000 Penalty: 3695.890869
	Iteration 68Q: 3 clusters Score -1.022666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 86519 members 
Entering Unmasked Estep 
Score: -10226660.000000 Penalty: 3695.890869
	Iteration 69Q: 3 clusters Score -1.022666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 86522 members 
Entering Unmasked Estep 
Score: -10226659.000000 Penalty: 3695.890869
	Iteration 70Q: 3 clusters Score -1.022666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 86523 members 
Entering Unmasked Estep 
Score: -10226664.000000 Penalty: 3695.890869
	Iteration 71Q: 3 clusters Score -1.022666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 86522 members 
Entering Unmasked Estep 
Score: -10226662.000000 Penalty: 3695.890869
	Iteration 72Q: 3 clusters Score -1.022666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 86521 members 
Entering Unmasked Estep 
Score: -10226661.000000 Penalty: 3695.890869
	Iteration 73Q: 3 clusters Score -1.022666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 86519 members 
Entering Unmasked Estep 
Score: -10226659.000000 Penalty: 3695.890869
	Iteration 74Q: 3 clusters Score -1.022666e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 86519 members 
Entering Unmasked Estep 
Score: -10226659.000000 Penalty: 3695.890869
	Iteration 75F: 3 clusters Score -1.022666e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (28005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Entering Unmasked Estep 
Score: -3296248.500000 Penalty: 1664.022461
	Iteration 0F: 2 clusters Score -3296248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -3277443.500000 Penalty: 3328.044922
	Iteration 0F: 3 clusters Score -3277444 nChanged 12812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -3284450.750000 Penalty: 3328.044922
	Iteration 1F: 3 clusters Score -3284451 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -3284864.750000 Penalty: 3328.044922
	Iteration 2Q: 3 clusters Score -3284865 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -3285318.500000 Penalty: 3328.044922
	Iteration 3Q: 3 clusters Score -3285318 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -3286008.750000 Penalty: 3328.044922
	Iteration 4Q: 3 clusters Score -3286009 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -3287058.500000 Penalty: 3328.044922
	Iteration 5F: 3 clusters Score -3287058 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -3288561.250000 Penalty: 3328.044922
	Iteration 6F: 3 clusters Score -3288561 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -3290521.250000 Penalty: 3328.044922
	Iteration 7F: 3 clusters Score -3290521 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -3292437.750000 Penalty: 3328.044922
	Iteration 8F: 3 clusters Score -3292438 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3293673.000000 Penalty: 3328.044922
	Iteration 9Q: 3 clusters Score -3293673 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3294287.000000 Penalty: 3328.044922
	Iteration 10Q: 3 clusters Score -3294287 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3294543.250000 Penalty: 3328.044922
	Iteration 11Q: 3 clusters Score -3294543 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -3294651.250000 Penalty: 3328.044922
	Iteration 12Q: 3 clusters Score -3294651 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27822 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -3294720.000000 Penalty: 3328.044922
	Iteration 13Q: 3 clusters Score -3294720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -3294754.500000 Penalty: 3328.044922
	Iteration 14Q: 3 clusters Score -3294754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -3294769.000000 Penalty: 3328.044922
	Iteration 15Q: 3 clusters Score -3294769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -3294782.000000 Penalty: 3328.044922
	Iteration 16Q: 3 clusters Score -3294782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -3294787.500000 Penalty: 3328.044922
	Iteration 17Q: 3 clusters Score -3294788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -3294787.500000 Penalty: 3328.044922
	Iteration 18F: 3 clusters Score -3294788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (5466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Entering Unmasked Estep 
Score: -651095.625000 Penalty: 1398.524170
	Iteration 0F: 2 clusters Score -651095.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -646790.000000 Penalty: 2797.048340
	Iteration 0F: 3 clusters Score -646790 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -648004.812500 Penalty: 2797.048340
	Iteration 1F: 3 clusters Score -648004.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -648173.812500 Penalty: 2797.048340
	Iteration 2F: 3 clusters Score -648173.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -648294.125000 Penalty: 2797.048340
	Iteration 3Q: 3 clusters Score -648294.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -648397.437500 Penalty: 2797.048340
	Iteration 4Q: 3 clusters Score -648397.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -648503.687500 Penalty: 2797.048340
	Iteration 5Q: 3 clusters Score -648503.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -648606.187500 Penalty: 2797.048340
	Iteration 6Q: 3 clusters Score -648606.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -648695.187500 Penalty: 2797.048340
	Iteration 7Q: 3 clusters Score -648695.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -648796.875000 Penalty: 2797.048340
	Iteration 8Q: 3 clusters Score -648796.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -648921.875000 Penalty: 2797.048340
	Iteration 9Q: 3 clusters Score -648921.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -649076.625000 Penalty: 2797.048340
	Iteration 10Q: 3 clusters Score -649076.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -649257.187500 Penalty: 2797.048340
	Iteration 11Q: 3 clusters Score -649257.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -649416.812500 Penalty: 2797.048340
	Iteration 12Q: 3 clusters Score -649416.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -649534.750000 Penalty: 2797.048340
	Iteration 13Q: 3 clusters Score -649534.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -649644.062500 Penalty: 2797.048340
	Iteration 14Q: 3 clusters Score -649644.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -649713.562500 Penalty: 2797.048340
	Iteration 15Q: 3 clusters Score -649713.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -649757.437500 Penalty: 2797.048340
	Iteration 16Q: 3 clusters Score -649757.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -649799.625000 Penalty: 2797.048340
	Iteration 17Q: 3 clusters Score -649799.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -649820.875000 Penalty: 2797.048340
	Iteration 18Q: 3 clusters Score -649820.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -649839.500000 Penalty: 2797.048340
	Iteration 19Q: 3 clusters Score -649839.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -649849.562500 Penalty: 2797.048340
	Iteration 20F: 3 clusters Score -649849.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -649859.187500 Penalty: 2797.048340
	Iteration 21Q: 3 clusters Score -649859.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -649862.812500 Penalty: 2797.048340
	Iteration 22Q: 3 clusters Score -649862.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -649864.812500 Penalty: 2797.048340
	Iteration 23Q: 3 clusters Score -649864.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -649867.812500 Penalty: 2797.048340
	Iteration 24Q: 3 clusters Score -649867.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -649868.500000 Penalty: 2797.048340
	Iteration 25Q: 3 clusters Score -649868.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -649868.750000 Penalty: 2797.048340
	Iteration 26Q: 3 clusters Score -649868.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -649868.750000 Penalty: 2797.048340
	Iteration 27F: 3 clusters Score -649868.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Entering Unmasked Estep 
Score: -73967.359375 Penalty: 1069.579102
	Iteration 0F: 2 clusters Score -73967.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -72778.187500 Penalty: 2139.158203
	Iteration 0F: 3 clusters Score -72778.19 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -73063.039062 Penalty: 2139.158203
	Iteration 1F: 3 clusters Score -73063.04 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -73131.398438 Penalty: 2139.158203
	Iteration 2F: 3 clusters Score -73131.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -73183.429688 Penalty: 2139.158203
	Iteration 3Q: 3 clusters Score -73183.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -73212.820312 Penalty: 2139.158203
	Iteration 4Q: 3 clusters Score -73212.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -73230.804688 Penalty: 2139.158203
	Iteration 5Q: 3 clusters Score -73230.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -73238.554688 Penalty: 2139.158203
	Iteration 6Q: 3 clusters Score -73238.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -73246.914062 Penalty: 2139.158203
	Iteration 7Q: 3 clusters Score -73246.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -73253.476562 Penalty: 2139.158203
	Iteration 8Q: 3 clusters Score -73253.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -73260.984375 Penalty: 2139.158203
	Iteration 9Q: 3 clusters Score -73260.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -73267.296875 Penalty: 2139.158203
	Iteration 10Q: 3 clusters Score -73267.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -73270.398438 Penalty: 2139.158203
	Iteration 11Q: 3 clusters Score -73270.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -73278.578125 Penalty: 2139.158203
	Iteration 12Q: 3 clusters Score -73278.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -73292.101562 Penalty: 2139.158203
	Iteration 13Q: 3 clusters Score -73292.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -73312.875000 Penalty: 2139.158203
	Iteration 14Q: 3 clusters Score -73312.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -73329.812500 Penalty: 2139.158203
	Iteration 15Q: 3 clusters Score -73329.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -73346.640625 Penalty: 2139.158203
	Iteration 16Q: 3 clusters Score -73346.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -73377.210938 Penalty: 2139.158203
	Iteration 17Q: 3 clusters Score -73377.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -73396.398438 Penalty: 2139.158203
	Iteration 18Q: 3 clusters Score -73396.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -73416.218750 Penalty: 2139.158203
	Iteration 19Q: 3 clusters Score -73416.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -73429.085938 Penalty: 2139.158203
	Iteration 20F: 3 clusters Score -73429.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -73443.398438 Penalty: 2139.158203
	Iteration 21Q: 3 clusters Score -73443.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -73453.609375 Penalty: 2139.158203
	Iteration 22Q: 3 clusters Score -73453.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -73456.375000 Penalty: 2139.158203
	Iteration 23Q: 3 clusters Score -73456.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -73458.156250 Penalty: 2139.158203
	Iteration 24Q: 3 clusters Score -73458.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -73458.625000 Penalty: 2139.158203
	Iteration 25Q: 3 clusters Score -73458.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -73458.625000 Penalty: 2139.158203
	Iteration 26F: 3 clusters Score -73458.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Entering Unmasked Estep 
Score: -7259.655762 Penalty: 819.556580
	Iteration 0F: 2 clusters Score -7259.656 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 79 members 
Entering Unmasked Estep 
Score: -6650.591309 Penalty: 1639.113159
	Iteration 0F: 3 clusters Score -6650.591 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6726.269043 Penalty: 1639.113159
	Iteration 1F: 3 clusters Score -6726.269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6739.866699 Penalty: 1639.113159
	Iteration 2Q: 3 clusters Score -6739.867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6739.866699 Penalty: 1639.113159
	Iteration 3F: 3 clusters Score -6739.867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -20172.535156 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -20172.54 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 159 members 
Entering Unmasked Estep 
Score: -19452.050781 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -19452.05 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -19698.486328 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -19698.49 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -19749.679688 Penalty: 1858.033936
	Iteration 2F: 3 clusters Score -19749.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -19786.029297 Penalty: 1858.033936
	Iteration 3Q: 3 clusters Score -19786.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -19860.529297 Penalty: 1858.033936
	Iteration 4Q: 3 clusters Score -19860.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -19916.289062 Penalty: 1858.033936
	Iteration 5Q: 3 clusters Score -19916.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -19930.978516 Penalty: 1858.033936
	Iteration 6Q: 3 clusters Score -19930.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -19940.234375 Penalty: 1858.033936
	Iteration 7Q: 3 clusters Score -19940.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -19943.611328 Penalty: 1858.033936
	Iteration 8Q: 3 clusters Score -19943.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -19952.697266 Penalty: 1858.033936
	Iteration 9Q: 3 clusters Score -19952.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -19961.705078 Penalty: 1858.033936
	Iteration 10Q: 3 clusters Score -19961.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -19972.966797 Penalty: 1858.033936
	Iteration 11Q: 3 clusters Score -19972.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -19977.902344 Penalty: 1858.033936
	Iteration 12Q: 3 clusters Score -19977.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -19979.960938 Penalty: 1858.033936
	Iteration 13Q: 3 clusters Score -19979.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -19988.779297 Penalty: 1858.033936
	Iteration 14Q: 3 clusters Score -19988.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -19988.779297 Penalty: 1858.033936
	Iteration 15F: 3 clusters Score -19988.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (116028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116028 members 
Entering Unmasked Estep 
Score: -13770859.000000 Penalty: 1895.007812
	Iteration 0F: 2 clusters Score -1.377086e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57923 members 
Mstep: Class 2 contains 58105 members 
Entering Unmasked Estep 
Score: -13698380.000000 Penalty: 3790.015625
	Iteration 0F: 3 clusters Score -1.369838e+07 nChanged 55608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58087 members 
Mstep: Class 2 contains 57941 members 
Entering Unmasked Estep 
Score: -13730638.000000 Penalty: 3790.015625
	Iteration 1F: 3 clusters Score -1.373064e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58675 members 
Mstep: Class 2 contains 57353 members 
Entering Unmasked Estep 
Score: -13731768.000000 Penalty: 3790.015625
	Iteration 2Q: 3 clusters Score -1.373177e+07 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59559 members 
Mstep: Class 2 contains 56469 members 
Entering Unmasked Estep 
Score: -13733130.000000 Penalty: 3790.015625
	Iteration 3Q: 3 clusters Score -1.373313e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60964 members 
Mstep: Class 2 contains 55064 members 
Entering Unmasked Estep 
Score: -13735390.000000 Penalty: 3790.015625
	Iteration 4Q: 3 clusters Score -1.373539e+07 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63002 members 
Mstep: Class 2 contains 53026 members 
Entering Unmasked Estep 
Score: -13738960.000000 Penalty: 3790.015625
	Iteration 5F: 3 clusters Score -1.373896e+07 nChanged 7246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65464 members 
Mstep: Class 2 contains 50564 members 
Entering Unmasked Estep 
Score: -13744231.000000 Penalty: 3790.015625
	Iteration 6F: 3 clusters Score -1.374423e+07 nChanged 8300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68128 members 
Mstep: Class 2 contains 47900 members 
Entering Unmasked Estep 
Score: -13751927.000000 Penalty: 3790.015625
	Iteration 7F: 3 clusters Score -1.375193e+07 nChanged 8409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70443 members 
Mstep: Class 2 contains 45585 members 
Entering Unmasked Estep 
Score: -13759774.000000 Penalty: 3790.015625
	Iteration 8F: 3 clusters Score -1.375977e+07 nChanged 6648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72465 members 
Mstep: Class 2 contains 43563 members 
Entering Unmasked Estep 
Score: -13764632.000000 Penalty: 3790.015625
	Iteration 9F: 3 clusters Score -1.376463e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74404 members 
Mstep: Class 2 contains 41624 members 
Entering Unmasked Estep 
Score: -13767139.000000 Penalty: 3790.015625
	Iteration 10Q: 3 clusters Score -1.376714e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76190 members 
Mstep: Class 2 contains 39838 members 
Entering Unmasked Estep 
Score: -13768683.000000 Penalty: 3790.015625
	Iteration 11Q: 3 clusters Score -1.376868e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77853 members 
Mstep: Class 2 contains 38175 members 
Entering Unmasked Estep 
Score: -13769774.000000 Penalty: 3790.015625
	Iteration 12Q: 3 clusters Score -1.376977e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79534 members 
Mstep: Class 2 contains 36494 members 
Entering Unmasked Estep 
Score: -13770681.000000 Penalty: 3790.015625
	Iteration 13Q: 3 clusters Score -1.377068e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81011 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -13771402.000000 Penalty: 3790.015625
	Iteration 14Q: 3 clusters Score -1.37714e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82178 members 
Mstep: Class 2 contains 33850 members 
Entering Unmasked Estep 
Score: -13771861.000000 Penalty: 3790.015625
	Iteration 15Q: 3 clusters Score -1.377186e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83079 members 
Mstep: Class 2 contains 32949 members 
Entering Unmasked Estep 
Score: -13772254.000000 Penalty: 3790.015625
	Iteration 16Q: 3 clusters Score -1.377225e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83750 members 
Mstep: Class 2 contains 32278 members 
Entering Unmasked Estep 
Score: -13772463.000000 Penalty: 3790.015625
	Iteration 17Q: 3 clusters Score -1.377246e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84257 members 
Mstep: Class 2 contains 31771 members 
Entering Unmasked Estep 
Score: -13772591.000000 Penalty: 3790.015625
	Iteration 18Q: 3 clusters Score -1.377259e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84694 members 
Mstep: Class 2 contains 31334 members 
Entering Unmasked Estep 
Score: -13772727.000000 Penalty: 3790.015625
	Iteration 19Q: 3 clusters Score -1.377273e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85002 members 
Mstep: Class 2 contains 31026 members 
Entering Unmasked Estep 
Score: -13772797.000000 Penalty: 3790.015625
	Iteration 20F: 3 clusters Score -1.37728e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85144 members 
Mstep: Class 2 contains 30884 members 
Entering Unmasked Estep 
Score: -13772838.000000 Penalty: 3790.015625
	Iteration 21Q: 3 clusters Score -1.377284e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85292 members 
Mstep: Class 2 contains 30736 members 
Entering Unmasked Estep 
Score: -13772887.000000 Penalty: 3790.015625
	Iteration 22Q: 3 clusters Score -1.377289e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85472 members 
Mstep: Class 2 contains 30556 members 
Entering Unmasked Estep 
Score: -13772896.000000 Penalty: 3790.015625
	Iteration 23Q: 3 clusters Score -1.37729e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85535 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
Score: -13772944.000000 Penalty: 3790.015625
	Iteration 24Q: 3 clusters Score -1.377294e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85627 members 
Mstep: Class 2 contains 30401 members 
Entering Unmasked Estep 
Score: -13773003.000000 Penalty: 3790.015625
	Iteration 25Q: 3 clusters Score -1.3773e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85660 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
Score: -13772985.000000 Penalty: 3790.015625
	Iteration 26Q: 3 clusters Score -1.377298e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85685 members 
Mstep: Class 2 contains 30343 members 
Entering Unmasked Estep 
Score: -13772950.000000 Penalty: 3790.015625
	Iteration 27Q: 3 clusters Score -1.377295e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85701 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -13772969.000000 Penalty: 3790.015625
	Iteration 28Q: 3 clusters Score -1.377297e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85710 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
Score: -13772992.000000 Penalty: 3790.015625
	Iteration 29Q: 3 clusters Score -1.377299e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85737 members 
Mstep: Class 2 contains 30291 members 
Entering Unmasked Estep 
Score: -13772974.000000 Penalty: 3790.015625
	Iteration 30Q: 3 clusters Score -1.377297e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85817 members 
Mstep: Class 2 contains 30211 members 
Entering Unmasked Estep 
Score: -13773037.000000 Penalty: 3790.015625
	Iteration 31Q: 3 clusters Score -1.377304e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85871 members 
Mstep: Class 2 contains 30157 members 
Entering Unmasked Estep 
Score: -13773013.000000 Penalty: 3790.015625
	Iteration 32Q: 3 clusters Score -1.377301e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85922 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -13773001.000000 Penalty: 3790.015625
	Iteration 33Q: 3 clusters Score -1.3773e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85917 members 
Mstep: Class 2 contains 30111 members 
Entering Unmasked Estep 
Score: -13773028.000000 Penalty: 3790.015625
	Iteration 34Q: 3 clusters Score -1.377303e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85997 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
Score: -13773060.000000 Penalty: 3790.015625
	Iteration 35Q: 3 clusters Score -1.377306e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86014 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -13773069.000000 Penalty: 3790.015625
	Iteration 36Q: 3 clusters Score -1.377307e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86012 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -13773056.000000 Penalty: 3790.015625
	Iteration 37Q: 3 clusters Score -1.377306e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85977 members 
Mstep: Class 2 contains 30051 members 
Entering Unmasked Estep 
Score: -13773052.000000 Penalty: 3790.015625
	Iteration 38Q: 3 clusters Score -1.377305e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85949 members 
Mstep: Class 2 contains 30079 members 
Entering Unmasked Estep 
Score: -13773057.000000 Penalty: 3790.015625
	Iteration 39Q: 3 clusters Score -1.377306e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86020 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
Score: -13773066.000000 Penalty: 3790.015625
	Iteration 40F: 3 clusters Score -1.377307e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86091 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
Score: -13773059.000000 Penalty: 3790.015625
	Iteration 41Q: 3 clusters Score -1.377306e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86136 members 
Mstep: Class 2 contains 29892 members 
Entering Unmasked Estep 
Score: -13773056.000000 Penalty: 3790.015625
	Iteration 42Q: 3 clusters Score -1.377306e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86127 members 
Mstep: Class 2 contains 29901 members 
Entering Unmasked Estep 
Score: -13773063.000000 Penalty: 3790.015625
	Iteration 43Q: 3 clusters Score -1.377306e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86130 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -13773073.000000 Penalty: 3790.015625
	Iteration 44Q: 3 clusters Score -1.377307e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86096 members 
Mstep: Class 2 contains 29932 members 
Entering Unmasked Estep 
Score: -13773065.000000 Penalty: 3790.015625
	Iteration 45Q: 3 clusters Score -1.377306e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86073 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -13773071.000000 Penalty: 3790.015625
	Iteration 46Q: 3 clusters Score -1.377307e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86089 members 
Mstep: Class 2 contains 29939 members 
Entering Unmasked Estep 
Score: -13773058.000000 Penalty: 3790.015625
	Iteration 47Q: 3 clusters Score -1.377306e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86129 members 
Mstep: Class 2 contains 29899 members 
Entering Unmasked Estep 
Score: -13773102.000000 Penalty: 3790.015625
	Iteration 48Q: 3 clusters Score -1.37731e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86208 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -13773055.000000 Penalty: 3790.015625
	Iteration 49Q: 3 clusters Score -1.377306e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86165 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -13773056.000000 Penalty: 3790.015625
	Iteration 50Q: 3 clusters Score -1.377306e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86172 members 
Mstep: Class 2 contains 29856 members 
Entering Unmasked Estep 
Score: -13773061.000000 Penalty: 3790.015625
	Iteration 51Q: 3 clusters Score -1.377306e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86173 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -13773053.000000 Penalty: 3790.015625
	Iteration 52Q: 3 clusters Score -1.377305e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86173 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -13773060.000000 Penalty: 3790.015625
	Iteration 53Q: 3 clusters Score -1.377306e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86178 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -13773060.000000 Penalty: 3790.015625
	Iteration 54Q: 3 clusters Score -1.377306e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86177 members 
Mstep: Class 2 contains 29851 members 
Entering Unmasked Estep 
Score: -13773066.000000 Penalty: 3790.015625
	Iteration 55Q: 3 clusters Score -1.377307e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86176 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -13773060.000000 Penalty: 3790.015625
	Iteration 56Q: 3 clusters Score -1.377306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86176 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -13773055.000000 Penalty: 3790.015625
	Iteration 57Q: 3 clusters Score -1.377306e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86171 members 
Mstep: Class 2 contains 29857 members 
Entering Unmasked Estep 
Score: -13773042.000000 Penalty: 3790.015625
	Iteration 58Q: 3 clusters Score -1.377304e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86159 members 
Mstep: Class 2 contains 29869 members 
Entering Unmasked Estep 
Score: -13773065.000000 Penalty: 3790.015625
	Iteration 59Q: 3 clusters Score -1.377306e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86160 members 
Mstep: Class 2 contains 29868 members 
Entering Unmasked Estep 
Score: -13773058.000000 Penalty: 3790.015625
	Iteration 60F: 3 clusters Score -1.377306e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 197157 members 
Mstep: Class 3 contains 78919 members 
Mstep: Class 4 contains 8723 members 
Mstep: Class 5 contains 9621 members 
Mstep: Class 6 contains 35140 members 
Mstep: Class 7 contains 78132 members 
Mstep: Class 8 contains 14176 members 
Mstep: Class 9 contains 36618 members 
Mstep: Class 10 contains 9081 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8887 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19148 members 
Mstep: Class 16 contains 67855 members 
Mstep: Class 17 contains 106098 members 
Mstep: Class 18 contains 50741 members 
Mstep: Class 19 contains 3389 members 
Mstep: Class 20 contains 132966 members 
Mstep: Class 21 contains 33769 members 
Mstep: Class 22 contains 10090 members 
Mstep: Class 23 contains 9469 members 
Mstep: Class 24 contains 3612 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 82134 members 
Mstep: Class 29 contains 6100 members 
Mstep: Class 30 contains 57408 members 
Mstep: Class 31 contains 28864 members 
Mstep: Class 32 contains 6049 members 
Mstep: Class 33 contains 2830 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 102390 members 
Mstep: Class 36 contains 1429 members 
Mstep: Class 37 contains 25304 members 
Mstep: Class 38 contains 1276 members 
Mstep: Class 39 contains 91504 members 
Mstep: Class 40 contains 29868 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 19739 members 
Mstep: Class 44 contains 87992 members 
Mstep: Class 45 contains 6237 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 13863 members 
Mstep: Class 49 contains 13576 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 4484 members 
Mstep: Class 53 contains 86853 members 
Mstep: Class 54 contains 28005 members 
Mstep: Class 55 contains 5466 members 
Mstep: Class 56 contains 722 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 86160 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
Score: -194728096.000000 Penalty: 140005.218750
Splitting cluster 59 changes total score from -194726272.000000 to -194728096.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 60 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -29068.998047 Penalty: 924.133545
	Iteration 0F: 2 clusters Score -29069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -28245.117188 Penalty: 1848.267090
	Iteration 0F: 3 clusters Score -28245.12 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -28350.314453 Penalty: 1848.267090
	Iteration 1F: 3 clusters Score -28350.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -28389.474609 Penalty: 1848.267090
	Iteration 2F: 3 clusters Score -28389.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -28408.695312 Penalty: 1848.267090
	Iteration 3Q: 3 clusters Score -28408.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -28415.710938 Penalty: 1848.267090
	Iteration 4Q: 3 clusters Score -28415.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -28425.208984 Penalty: 1848.267090
	Iteration 5Q: 3 clusters Score -28425.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -28436.300781 Penalty: 1848.267090
	Iteration 6Q: 3 clusters Score -28436.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -28436.300781 Penalty: 1848.267090
	Iteration 7F: 3 clusters Score -28436.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 197157 members 
Mstep: Class 3 contains 78919 members 
Mstep: Class 4 contains 8723 members 
Mstep: Class 5 contains 9621 members 
Mstep: Class 6 contains 35140 members 
Mstep: Class 7 contains 78132 members 
Mstep: Class 8 contains 14176 members 
Mstep: Class 9 contains 36618 members 
Mstep: Class 10 contains 9081 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8887 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19148 members 
Mstep: Class 16 contains 67855 members 
Mstep: Class 17 contains 106098 members 
Mstep: Class 18 contains 50741 members 
Mstep: Class 19 contains 3389 members 
Mstep: Class 20 contains 132966 members 
Mstep: Class 21 contains 33769 members 
Mstep: Class 22 contains 10090 members 
Mstep: Class 23 contains 9469 members 
Mstep: Class 24 contains 3612 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 82134 members 
Mstep: Class 29 contains 6100 members 
Mstep: Class 30 contains 57408 members 
Mstep: Class 31 contains 28864 members 
Mstep: Class 32 contains 6049 members 
Mstep: Class 33 contains 2830 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 102390 members 
Mstep: Class 36 contains 1429 members 
Mstep: Class 37 contains 25304 members 
Mstep: Class 38 contains 1276 members 
Mstep: Class 39 contains 91504 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 19739 members 
Mstep: Class 44 contains 87992 members 
Mstep: Class 45 contains 6237 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 13863 members 
Mstep: Class 49 contains 13576 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 4484 members 
Mstep: Class 53 contains 86853 members 
Mstep: Class 54 contains 28005 members 
Mstep: Class 55 contains 5466 members 
Mstep: Class 56 contains 722 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 86160 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194729920.000000 Penalty: 140005.218750
Iteration 439Q: 61 clusters Score -1.947299e+08 nChanged 12818
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 197167 members 
Mstep: Class 3 contains 78817 members 
Mstep: Class 4 contains 8730 members 
Mstep: Class 5 contains 9683 members 
Mstep: Class 6 contains 35131 members 
Mstep: Class 7 contains 78199 members 
Mstep: Class 8 contains 14176 members 
Mstep: Class 9 contains 36629 members 
Mstep: Class 10 contains 9090 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8888 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19148 members 
Mstep: Class 16 contains 67850 members 
Mstep: Class 17 contains 105818 members 
Mstep: Class 18 contains 49960 members 
Mstep: Class 19 contains 3389 members 
Mstep: Class 20 contains 134835 members 
Mstep: Class 21 contains 33770 members 
Mstep: Class 22 contains 9988 members 
Mstep: Class 23 contains 9469 members 
Mstep: Class 24 contains 3612 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 81795 members 
Mstep: Class 29 contains 6100 members 
Mstep: Class 30 contains 57891 members 
Mstep: Class 31 contains 28882 members 
Mstep: Class 32 contains 6048 members 
Mstep: Class 33 contains 2818 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 102243 members 
Mstep: Class 36 contains 1431 members 
Mstep: Class 37 contains 25370 members 
Mstep: Class 38 contains 1276 members 
Mstep: Class 39 contains 91904 members 
Mstep: Class 40 contains 28848 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 19741 members 
Mstep: Class 44 contains 88143 members 
Mstep: Class 45 contains 6208 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 13408 members 
Mstep: Class 49 contains 13575 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 4485 members 
Mstep: Class 53 contains 86621 members 
Mstep: Class 54 contains 27616 members 
Mstep: Class 55 contains 5433 members 
Mstep: Class 56 contains 722 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 86945 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194730304.000000 Penalty: 140005.218750
Iteration 440F: 61 clusters Score -1.947303e+08 nChanged 12408
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 197162 members 
Mstep: Class 3 contains 78651 members 
Mstep: Class 4 contains 8729 members 
Mstep: Class 5 contains 9734 members 
Mstep: Class 6 contains 35128 members 
Mstep: Class 7 contains 78172 members 
Mstep: Class 8 contains 14175 members 
Mstep: Class 9 contains 36629 members 
Mstep: Class 10 contains 9091 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8889 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19149 members 
Mstep: Class 16 contains 67844 members 
Mstep: Class 17 contains 105305 members 
Mstep: Class 18 contains 49131 members 
Mstep: Class 19 contains 3389 members 
Mstep: Class 20 contains 136469 members 
Mstep: Class 21 contains 33773 members 
Mstep: Class 22 contains 9892 members 
Mstep: Class 23 contains 9467 members 
Mstep: Class 24 contains 3612 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 81401 members 
Mstep: Class 29 contains 6099 members 
Mstep: Class 30 contains 59153 members 
Mstep: Class 31 contains 28902 members 
Mstep: Class 32 contains 6049 members 
Mstep: Class 33 contains 2803 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 102283 members 
Mstep: Class 36 contains 1431 members 
Mstep: Class 37 contains 25434 members 
Mstep: Class 38 contains 1276 members 
Mstep: Class 39 contains 92241 members 
Mstep: Class 40 contains 28311 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 19747 members 
Mstep: Class 44 contains 87576 members 
Mstep: Class 45 contains 6181 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 12955 members 
Mstep: Class 49 contains 13576 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 4480 members 
Mstep: Class 53 contains 86321 members 
Mstep: Class 54 contains 27275 members 
Mstep: Class 55 contains 5406 members 
Mstep: Class 56 contains 722 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 87845 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194730384.000000 Penalty: 140005.218750
Iteration 441Q: 61 clusters Score -1.947304e+08 nChanged 12053
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 197151 members 
Mstep: Class 3 contains 78536 members 
Mstep: Class 4 contains 8730 members 
Mstep: Class 5 contains 9777 members 
Mstep: Class 6 contains 35112 members 
Mstep: Class 7 contains 78183 members 
Mstep: Class 8 contains 14175 members 
Mstep: Class 9 contains 36630 members 
Mstep: Class 10 contains 9088 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8889 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19151 members 
Mstep: Class 16 contains 67839 members 
Mstep: Class 17 contains 104730 members 
Mstep: Class 18 contains 48255 members 
Mstep: Class 19 contains 3389 members 
Mstep: Class 20 contains 138215 members 
Mstep: Class 21 contains 33775 members 
Mstep: Class 22 contains 9821 members 
Mstep: Class 23 contains 9463 members 
Mstep: Class 24 contains 3612 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 80928 members 
Mstep: Class 29 contains 6099 members 
Mstep: Class 30 contains 60388 members 
Mstep: Class 31 contains 28915 members 
Mstep: Class 32 contains 6049 members 
Mstep: Class 33 contains 2790 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 102103 members 
Mstep: Class 36 contains 1432 members 
Mstep: Class 37 contains 25490 members 
Mstep: Class 38 contains 1276 members 
Mstep: Class 39 contains 92609 members 
Mstep: Class 40 contains 27822 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 19760 members 
Mstep: Class 44 contains 87216 members 
Mstep: Class 45 contains 6158 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 12593 members 
Mstep: Class 49 contains 13576 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 4476 members 
Mstep: Class 53 contains 85904 members 
Mstep: Class 54 contains 26997 members 
Mstep: Class 55 contains 5391 members 
Mstep: Class 56 contains 722 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 88644 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194729568.000000 Penalty: 140005.218750
Iteration 442Q: 61 clusters Score -1.947296e+08 nChanged 11779
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 197153 members 
Mstep: Class 3 contains 78467 members 
Mstep: Class 4 contains 8726 members 
Mstep: Class 5 contains 9832 members 
Mstep: Class 6 contains 35107 members 
Mstep: Class 7 contains 78184 members 
Mstep: Class 8 contains 14175 members 
Mstep: Class 9 contains 36630 members 
Mstep: Class 10 contains 9090 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8889 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19145 members 
Mstep: Class 16 contains 67838 members 
Mstep: Class 17 contains 104122 members 
Mstep: Class 18 contains 47415 members 
Mstep: Class 19 contains 3389 members 
Mstep: Class 20 contains 139605 members 
Mstep: Class 21 contains 33776 members 
Mstep: Class 22 contains 9741 members 
Mstep: Class 23 contains 9460 members 
Mstep: Class 24 contains 3612 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 80379 members 
Mstep: Class 29 contains 6098 members 
Mstep: Class 30 contains 61880 members 
Mstep: Class 31 contains 28928 members 
Mstep: Class 32 contains 6049 members 
Mstep: Class 33 contains 2774 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 102305 members 
Mstep: Class 36 contains 1431 members 
Mstep: Class 37 contains 25554 members 
Mstep: Class 38 contains 1276 members 
Mstep: Class 39 contains 92899 members 
Mstep: Class 40 contains 27121 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 19763 members 
Mstep: Class 44 contains 86640 members 
Mstep: Class 45 contains 6137 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 12305 members 
Mstep: Class 49 contains 13576 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 4475 members 
Mstep: Class 53 contains 85466 members 
Mstep: Class 54 contains 26729 members 
Mstep: Class 55 contains 5376 members 
Mstep: Class 56 contains 722 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 89612 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194729264.000000 Penalty: 140005.218750
Iteration 443Q: 61 clusters Score -1.947293e+08 nChanged 12418
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 197158 members 
Mstep: Class 3 contains 78448 members 
Mstep: Class 4 contains 8721 members 
Mstep: Class 5 contains 9888 members 
Mstep: Class 6 contains 35098 members 
Mstep: Class 7 contains 78176 members 
Mstep: Class 8 contains 14175 members 
Mstep: Class 9 contains 36632 members 
Mstep: Class 10 contains 9092 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8889 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19141 members 
Mstep: Class 16 contains 67842 members 
Mstep: Class 17 contains 103595 members 
Mstep: Class 18 contains 46552 members 
Mstep: Class 19 contains 3389 members 
Mstep: Class 20 contains 141089 members 
Mstep: Class 21 contains 33779 members 
Mstep: Class 22 contains 9638 members 
Mstep: Class 23 contains 9460 members 
Mstep: Class 24 contains 3612 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 79729 members 
Mstep: Class 29 contains 6099 members 
Mstep: Class 30 contains 63289 members 
Mstep: Class 31 contains 28945 members 
Mstep: Class 32 contains 6048 members 
Mstep: Class 33 contains 2755 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 102705 members 
Mstep: Class 36 contains 1432 members 
Mstep: Class 37 contains 25610 members 
Mstep: Class 38 contains 1277 members 
Mstep: Class 39 contains 93017 members 
Mstep: Class 40 contains 26431 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 19760 members 
Mstep: Class 44 contains 85991 members 
Mstep: Class 45 contains 6114 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 11986 members 
Mstep: Class 49 contains 13576 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 4476 members 
Mstep: Class 53 contains 84920 members 
Mstep: Class 54 contains 26475 members 
Mstep: Class 55 contains 5362 members 
Mstep: Class 56 contains 722 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 90762 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728128.000000 Penalty: 140005.218750
Iteration 444Q: 61 clusters Score -1.947281e+08 nChanged 12799
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 197160 members 
Mstep: Class 3 contains 78463 members 
Mstep: Class 4 contains 8699 members 
Mstep: Class 5 contains 9926 members 
Mstep: Class 6 contains 35090 members 
Mstep: Class 7 contains 78196 members 
Mstep: Class 8 contains 14175 members 
Mstep: Class 9 contains 36640 members 
Mstep: Class 10 contains 9097 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8888 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19139 members 
Mstep: Class 16 contains 67837 members 
Mstep: Class 17 contains 103062 members 
Mstep: Class 18 contains 45682 members 
Mstep: Class 19 contains 3389 members 
Mstep: Class 20 contains 142509 members 
Mstep: Class 21 contains 33782 members 
Mstep: Class 22 contains 9502 members 
Mstep: Class 23 contains 9457 members 
Mstep: Class 24 contains 3612 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 79106 members 
Mstep: Class 29 contains 6099 members 
Mstep: Class 30 contains 64872 members 
Mstep: Class 31 contains 28964 members 
Mstep: Class 32 contains 6048 members 
Mstep: Class 33 contains 2740 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 102982 members 
Mstep: Class 36 contains 1432 members 
Mstep: Class 37 contains 25665 members 
Mstep: Class 38 contains 1277 members 
Mstep: Class 39 contains 92940 members 
Mstep: Class 40 contains 26137 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 19760 members 
Mstep: Class 44 contains 85163 members 
Mstep: Class 45 contains 6087 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 11666 members 
Mstep: Class 49 contains 13576 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 4476 members 
Mstep: Class 53 contains 84363 members 
Mstep: Class 54 contains 26222 members 
Mstep: Class 55 contains 5345 members 
Mstep: Class 56 contains 722 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 91913 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194727808.000000 Penalty: 140005.218750
Iteration 445Q: 61 clusters Score -1.947278e+08 nChanged 12308
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 197155 members 
Mstep: Class 3 contains 78478 members 
Mstep: Class 4 contains 8687 members 
Mstep: Class 5 contains 9965 members 
Mstep: Class 6 contains 35087 members 
Mstep: Class 7 contains 78214 members 
Mstep: Class 8 contains 14174 members 
Mstep: Class 9 contains 36641 members 
Mstep: Class 10 contains 9102 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8889 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19141 members 
Mstep: Class 16 contains 67831 members 
Mstep: Class 17 contains 102599 members 
Mstep: Class 18 contains 44809 members 
Mstep: Class 19 contains 3389 members 
Mstep: Class 20 contains 143611 members 
Mstep: Class 21 contains 33778 members 
Mstep: Class 22 contains 9388 members 
Mstep: Class 23 contains 9457 members 
Mstep: Class 24 contains 3612 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 78477 members 
Mstep: Class 29 contains 6098 members 
Mstep: Class 30 contains 66641 members 
Mstep: Class 31 contains 28990 members 
Mstep: Class 32 contains 6049 members 
Mstep: Class 33 contains 2723 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 103438 members 
Mstep: Class 36 contains 1433 members 
Mstep: Class 37 contains 25721 members 
Mstep: Class 38 contains 1277 members 
Mstep: Class 39 contains 92875 members 
Mstep: Class 40 contains 25580 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 19744 members 
Mstep: Class 44 contains 84243 members 
Mstep: Class 45 contains 6061 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 11327 members 
Mstep: Class 49 contains 13576 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 4478 members 
Mstep: Class 53 contains 83894 members 
Mstep: Class 54 contains 25966 members 
Mstep: Class 55 contains 5330 members 
Mstep: Class 56 contains 722 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 93215 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194726352.000000 Penalty: 140005.218750
Iteration 446Q: 61 clusters Score -1.947264e+08 nChanged 13029
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 197153 members 
Mstep: Class 3 contains 78492 members 
Mstep: Class 4 contains 8675 members 
Mstep: Class 5 contains 10009 members 
Mstep: Class 6 contains 35086 members 
Mstep: Class 7 contains 78245 members 
Mstep: Class 8 contains 14175 members 
Mstep: Class 9 contains 36638 members 
Mstep: Class 10 contains 9105 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8889 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19140 members 
Mstep: Class 16 contains 67831 members 
Mstep: Class 17 contains 102172 members 
Mstep: Class 18 contains 43924 members 
Mstep: Class 19 contains 3389 members 
Mstep: Class 20 contains 144871 members 
Mstep: Class 21 contains 33779 members 
Mstep: Class 22 contains 9240 members 
Mstep: Class 23 contains 9454 members 
Mstep: Class 24 contains 3612 members 
Mstep: Class 25 contains 756 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 77822 members 
Mstep: Class 29 contains 6097 members 
Mstep: Class 30 contains 68410 members 
Mstep: Class 31 contains 29016 members 
Mstep: Class 32 contains 6049 members 
Mstep: Class 33 contains 2707 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 103915 members 
Mstep: Class 36 contains 1434 members 
Mstep: Class 37 contains 25789 members 
Mstep: Class 38 contains 1277 members 
Mstep: Class 39 contains 92688 members 
Mstep: Class 40 contains 25055 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 19753 members 
Mstep: Class 44 contains 83375 members 
Mstep: Class 45 contains 6012 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 10963 members 
Mstep: Class 49 contains 13576 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 4477 members 
Mstep: Class 53 contains 83210 members 
Mstep: Class 54 contains 25731 members 
Mstep: Class 55 contains 5307 members 
Mstep: Class 56 contains 723 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 94604 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194725920.000000 Penalty: 140005.218750
Iteration 447Q: 61 clusters Score -1.947259e+08 nChanged 13418
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 197162 members 
Mstep: Class 3 contains 78553 members 
Mstep: Class 4 contains 8673 members 
Mstep: Class 5 contains 10070 members 
Mstep: Class 6 contains 35093 members 
Mstep: Class 7 contains 78294 members 
Mstep: Class 8 contains 14174 members 
Mstep: Class 9 contains 36637 members 
Mstep: Class 10 contains 9103 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8889 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19137 members 
Mstep: Class 16 contains 67828 members 
Mstep: Class 17 contains 101820 members 
Mstep: Class 18 contains 43017 members 
Mstep: Class 19 contains 3387 members 
Mstep: Class 20 contains 145901 members 
Mstep: Class 21 contains 33781 members 
Mstep: Class 22 contains 9085 members 
Mstep: Class 23 contains 9445 members 
Mstep: Class 24 contains 3612 members 
Mstep: Class 25 contains 756 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 77131 members 
Mstep: Class 29 contains 6097 members 
Mstep: Class 30 contains 70319 members 
Mstep: Class 31 contains 29045 members 
Mstep: Class 32 contains 6048 members 
Mstep: Class 33 contains 2686 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 104313 members 
Mstep: Class 36 contains 1434 members 
Mstep: Class 37 contains 25834 members 
Mstep: Class 38 contains 1277 members 
Mstep: Class 39 contains 92218 members 
Mstep: Class 40 contains 24859 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 19765 members 
Mstep: Class 44 contains 82730 members 
Mstep: Class 45 contains 5957 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 10512 members 
Mstep: Class 49 contains 13576 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 4475 members 
Mstep: Class 53 contains 82306 members 
Mstep: Class 54 contains 25504 members 
Mstep: Class 55 contains 5288 members 
Mstep: Class 56 contains 723 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 96113 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194724368.000000 Penalty: 140005.218750
Iteration 448Q: 61 clusters Score -1.947244e+08 nChanged 13797
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 197156 members 
Mstep: Class 3 contains 78617 members 
Mstep: Class 4 contains 8674 members 
Mstep: Class 5 contains 10140 members 
Mstep: Class 6 contains 35106 members 
Mstep: Class 7 contains 78312 members 
Mstep: Class 8 contains 14173 members 
Mstep: Class 9 contains 36641 members 
Mstep: Class 10 contains 9106 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8888 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19136 members 
Mstep: Class 16 contains 67827 members 
Mstep: Class 17 contains 101396 members 
Mstep: Class 18 contains 42106 members 
Mstep: Class 19 contains 3387 members 
Mstep: Class 20 contains 146970 members 
Mstep: Class 21 contains 33779 members 
Mstep: Class 22 contains 8901 members 
Mstep: Class 23 contains 9435 members 
Mstep: Class 24 contains 3612 members 
Mstep: Class 25 contains 756 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 76500 members 
Mstep: Class 29 contains 6098 members 
Mstep: Class 30 contains 72420 members 
Mstep: Class 31 contains 29086 members 
Mstep: Class 32 contains 6049 members 
Mstep: Class 33 contains 2668 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 104569 members 
Mstep: Class 36 contains 1432 members 
Mstep: Class 37 contains 25888 members 
Mstep: Class 38 contains 1277 members 
Mstep: Class 39 contains 91577 members 
Mstep: Class 40 contains 24858 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 19776 members 
Mstep: Class 44 contains 81981 members 
Mstep: Class 45 contains 5892 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 10095 members 
Mstep: Class 49 contains 13577 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 4475 members 
Mstep: Class 53 contains 81296 members 
Mstep: Class 54 contains 25308 members 
Mstep: Class 55 contains 5257 members 
Mstep: Class 56 contains 723 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 97707 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194723216.000000 Penalty: 140005.218750
Iteration 449Q: 61 clusters Score -1.947232e+08 nChanged 13963
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 197151 members 
Mstep: Class 3 contains 78668 members 
Mstep: Class 4 contains 8680 members 
Mstep: Class 5 contains 10206 members 
Mstep: Class 6 contains 35125 members 
Mstep: Class 7 contains 78336 members 
Mstep: Class 8 contains 14173 members 
Mstep: Class 9 contains 36643 members 
Mstep: Class 10 contains 9104 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8888 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19132 members 
Mstep: Class 16 contains 67826 members 
Mstep: Class 17 contains 101076 members 
Mstep: Class 18 contains 41164 members 
Mstep: Class 19 contains 3386 members 
Mstep: Class 20 contains 147697 members 
Mstep: Class 21 contains 33784 members 
Mstep: Class 22 contains 8730 members 
Mstep: Class 23 contains 9421 members 
Mstep: Class 24 contains 3612 members 
Mstep: Class 25 contains 756 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 75813 members 
Mstep: Class 29 contains 6099 members 
Mstep: Class 30 contains 74641 members 
Mstep: Class 31 contains 29115 members 
Mstep: Class 32 contains 6048 members 
Mstep: Class 33 contains 2653 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 105184 members 
Mstep: Class 36 contains 1432 members 
Mstep: Class 37 contains 25927 members 
Mstep: Class 38 contains 1277 members 
Mstep: Class 39 contains 90837 members 
Mstep: Class 40 contains 24690 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 19784 members 
Mstep: Class 44 contains 81435 members 
Mstep: Class 45 contains 5806 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 9617 members 
Mstep: Class 49 contains 13577 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 4480 members 
Mstep: Class 53 contains 80159 members 
Mstep: Class 54 contains 25147 members 
Mstep: Class 55 contains 5205 members 
Mstep: Class 56 contains 723 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 99424 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194723424.000000 Penalty: 140005.218750
Iteration 450Q: 61 clusters Score -1.947234e+08 nChanged 14030
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 197150 members 
Mstep: Class 3 contains 78712 members 
Mstep: Class 4 contains 8685 members 
Mstep: Class 5 contains 10308 members 
Mstep: Class 6 contains 35125 members 
Mstep: Class 7 contains 78390 members 
Mstep: Class 8 contains 14169 members 
Mstep: Class 9 contains 36646 members 
Mstep: Class 10 contains 9102 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8888 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19130 members 
Mstep: Class 16 contains 67821 members 
Mstep: Class 17 contains 100848 members 
Mstep: Class 18 contains 40134 members 
Mstep: Class 19 contains 3384 members 
Mstep: Class 20 contains 148344 members 
Mstep: Class 21 contains 33786 members 
Mstep: Class 22 contains 8569 members 
Mstep: Class 23 contains 9416 members 
Mstep: Class 24 contains 3612 members 
Mstep: Class 25 contains 756 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 75081 members 
Mstep: Class 29 contains 6099 members 
Mstep: Class 30 contains 76942 members 
Mstep: Class 31 contains 29149 members 
Mstep: Class 32 contains 6047 members 
Mstep: Class 33 contains 2627 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 105682 members 
Mstep: Class 36 contains 1431 members 
Mstep: Class 37 contains 26004 members 
Mstep: Class 38 contains 1278 members 
Mstep: Class 39 contains 89983 members 
Mstep: Class 40 contains 24541 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 19805 members 
Mstep: Class 44 contains 81086 members 
Mstep: Class 45 contains 5720 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 9132 members 
Mstep: Class 49 contains 13577 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 4477 members 
Mstep: Class 53 contains 78985 members 
Mstep: Class 54 contains 24937 members 
Mstep: Class 55 contains 5163 members 
Mstep: Class 56 contains 723 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 101198 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194722912.000000 Penalty: 140005.218750
Iteration 451Q: 61 clusters Score -1.947229e+08 nChanged 14191
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 197145 members 
Mstep: Class 3 contains 78787 members 
Mstep: Class 4 contains 8682 members 
Mstep: Class 5 contains 10434 members 
Mstep: Class 6 contains 35136 members 
Mstep: Class 7 contains 78455 members 
Mstep: Class 8 contains 14165 members 
Mstep: Class 9 contains 36649 members 
Mstep: Class 10 contains 9096 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8888 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19126 members 
Mstep: Class 16 contains 67820 members 
Mstep: Class 17 contains 100717 members 
Mstep: Class 18 contains 39133 members 
Mstep: Class 19 contains 3384 members 
Mstep: Class 20 contains 149130 members 
Mstep: Class 21 contains 33788 members 
Mstep: Class 22 contains 8377 members 
Mstep: Class 23 contains 9414 members 
Mstep: Class 24 contains 3612 members 
Mstep: Class 25 contains 756 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 74294 members 
Mstep: Class 29 contains 6099 members 
Mstep: Class 30 contains 79221 members 
Mstep: Class 31 contains 29172 members 
Mstep: Class 32 contains 6046 members 
Mstep: Class 33 contains 2611 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 106158 members 
Mstep: Class 36 contains 1431 members 
Mstep: Class 37 contains 26099 members 
Mstep: Class 38 contains 1278 members 
Mstep: Class 39 contains 89162 members 
Mstep: Class 40 contains 24472 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 19837 members 
Mstep: Class 44 contains 80595 members 
Mstep: Class 45 contains 5657 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 8608 members 
Mstep: Class 49 contains 13577 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 4464 members 
Mstep: Class 53 contains 77757 members 
Mstep: Class 54 contains 24769 members 
Mstep: Class 55 contains 5109 members 
Mstep: Class 56 contains 723 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 102817 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194722000.000000 Penalty: 140005.218750
Iteration 452Q: 61 clusters Score -1.94722e+08 nChanged 14435
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 197145 members 
Mstep: Class 3 contains 78836 members 
Mstep: Class 4 contains 8676 members 
Mstep: Class 5 contains 10597 members 
Mstep: Class 6 contains 35154 members 
Mstep: Class 7 contains 78509 members 
Mstep: Class 8 contains 14159 members 
Mstep: Class 9 contains 36646 members 
Mstep: Class 10 contains 9097 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8888 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19126 members 
Mstep: Class 16 contains 67823 members 
Mstep: Class 17 contains 100461 members 
Mstep: Class 18 contains 38188 members 
Mstep: Class 19 contains 3385 members 
Mstep: Class 20 contains 149860 members 
Mstep: Class 21 contains 33791 members 
Mstep: Class 22 contains 8191 members 
Mstep: Class 23 contains 9411 members 
Mstep: Class 24 contains 3612 members 
Mstep: Class 25 contains 756 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 73525 members 
Mstep: Class 29 contains 6099 members 
Mstep: Class 30 contains 81724 members 
Mstep: Class 31 contains 29188 members 
Mstep: Class 32 contains 6045 members 
Mstep: Class 33 contains 2585 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 106449 members 
Mstep: Class 36 contains 1431 members 
Mstep: Class 37 contains 26195 members 
Mstep: Class 38 contains 1278 members 
Mstep: Class 39 contains 88328 members 
Mstep: Class 40 contains 24664 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 19873 members 
Mstep: Class 44 contains 80167 members 
Mstep: Class 45 contains 5589 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 8082 members 
Mstep: Class 49 contains 13577 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 4451 members 
Mstep: Class 53 contains 76431 members 
Mstep: Class 54 contains 24575 members 
Mstep: Class 55 contains 5050 members 
Mstep: Class 56 contains 723 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 104312 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720176.000000 Penalty: 140005.218750
Iteration 453Q: 61 clusters Score -1.947202e+08 nChanged 13858
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 197144 members 
Mstep: Class 3 contains 78894 members 
Mstep: Class 4 contains 8680 members 
Mstep: Class 5 contains 10773 members 
Mstep: Class 6 contains 35170 members 
Mstep: Class 7 contains 78558 members 
Mstep: Class 8 contains 14153 members 
Mstep: Class 9 contains 36639 members 
Mstep: Class 10 contains 9099 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8887 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19126 members 
Mstep: Class 16 contains 67822 members 
Mstep: Class 17 contains 100254 members 
Mstep: Class 18 contains 37198 members 
Mstep: Class 19 contains 3384 members 
Mstep: Class 20 contains 150505 members 
Mstep: Class 21 contains 33793 members 
Mstep: Class 22 contains 7989 members 
Mstep: Class 23 contains 9409 members 
Mstep: Class 24 contains 3612 members 
Mstep: Class 25 contains 756 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 72774 members 
Mstep: Class 29 contains 6100 members 
Mstep: Class 30 contains 83830 members 
Mstep: Class 31 contains 29201 members 
Mstep: Class 32 contains 6045 members 
Mstep: Class 33 contains 2560 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 106837 members 
Mstep: Class 36 contains 1431 members 
Mstep: Class 37 contains 26273 members 
Mstep: Class 38 contains 1278 members 
Mstep: Class 39 contains 87517 members 
Mstep: Class 40 contains 24917 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 19930 members 
Mstep: Class 44 contains 79982 members 
Mstep: Class 45 contains 5535 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 7557 members 
Mstep: Class 49 contains 13578 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 4444 members 
Mstep: Class 53 contains 75262 members 
Mstep: Class 54 contains 24431 members 
Mstep: Class 55 contains 4989 members 
Mstep: Class 56 contains 722 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 105623 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194719520.000000 Penalty: 140005.218750
Iteration 454Q: 61 clusters Score -1.947195e+08 nChanged 12615
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 197149 members 
Mstep: Class 3 contains 78974 members 
Mstep: Class 4 contains 8683 members 
Mstep: Class 5 contains 10952 members 
Mstep: Class 6 contains 35204 members 
Mstep: Class 7 contains 78636 members 
Mstep: Class 8 contains 14147 members 
Mstep: Class 9 contains 36636 members 
Mstep: Class 10 contains 9109 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8886 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19127 members 
Mstep: Class 16 contains 67821 members 
Mstep: Class 17 contains 100183 members 
Mstep: Class 18 contains 36229 members 
Mstep: Class 19 contains 3383 members 
Mstep: Class 20 contains 150720 members 
Mstep: Class 21 contains 33798 members 
Mstep: Class 22 contains 7819 members 
Mstep: Class 23 contains 9406 members 
Mstep: Class 24 contains 3612 members 
Mstep: Class 25 contains 756 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 71962 members 
Mstep: Class 29 contains 6100 members 
Mstep: Class 30 contains 85510 members 
Mstep: Class 31 contains 29220 members 
Mstep: Class 32 contains 6045 members 
Mstep: Class 33 contains 2536 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 107324 members 
Mstep: Class 36 contains 1430 members 
Mstep: Class 37 contains 26341 members 
Mstep: Class 38 contains 1279 members 
Mstep: Class 39 contains 86772 members 
Mstep: Class 40 contains 24978 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 19998 members 
Mstep: Class 44 contains 80548 members 
Mstep: Class 45 contains 5489 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 7071 members 
Mstep: Class 49 contains 13579 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 998 members 
Mstep: Class 52 contains 4441 members 
Mstep: Class 53 contains 74071 members 
Mstep: Class 54 contains 24330 members 
Mstep: Class 55 contains 4944 members 
Mstep: Class 56 contains 722 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 106745 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194718800.000000 Penalty: 140005.218750
Iteration 455Q: 61 clusters Score -1.947188e+08 nChanged 11944
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 197149 members 
Mstep: Class 3 contains 79053 members 
Mstep: Class 4 contains 8677 members 
Mstep: Class 5 contains 11185 members 
Mstep: Class 6 contains 35242 members 
Mstep: Class 7 contains 78695 members 
Mstep: Class 8 contains 14142 members 
Mstep: Class 9 contains 36635 members 
Mstep: Class 10 contains 9113 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8885 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19128 members 
Mstep: Class 16 contains 67822 members 
Mstep: Class 17 contains 100139 members 
Mstep: Class 18 contains 35326 members 
Mstep: Class 19 contains 3383 members 
Mstep: Class 20 contains 150799 members 
Mstep: Class 21 contains 33798 members 
Mstep: Class 22 contains 7650 members 
Mstep: Class 23 contains 9402 members 
Mstep: Class 24 contains 3613 members 
Mstep: Class 25 contains 756 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 71166 members 
Mstep: Class 29 contains 6099 members 
Mstep: Class 30 contains 86903 members 
Mstep: Class 31 contains 29237 members 
Mstep: Class 32 contains 6045 members 
Mstep: Class 33 contains 2508 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 107822 members 
Mstep: Class 36 contains 1430 members 
Mstep: Class 37 contains 26404 members 
Mstep: Class 38 contains 1279 members 
Mstep: Class 39 contains 86088 members 
Mstep: Class 40 contains 25128 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 20042 members 
Mstep: Class 44 contains 81450 members 
Mstep: Class 45 contains 5441 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 6599 members 
Mstep: Class 49 contains 13580 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 998 members 
Mstep: Class 52 contains 4444 members 
Mstep: Class 53 contains 72917 members 
Mstep: Class 54 contains 24245 members 
Mstep: Class 55 contains 4896 members 
Mstep: Class 56 contains 722 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 107632 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194718096.000000 Penalty: 140005.218750
Iteration 456Q: 61 clusters Score -1.947181e+08 nChanged 11398
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 197153 members 
Mstep: Class 3 contains 79069 members 
Mstep: Class 4 contains 8675 members 
Mstep: Class 5 contains 11426 members 
Mstep: Class 6 contains 35267 members 
Mstep: Class 7 contains 78745 members 
Mstep: Class 8 contains 14141 members 
Mstep: Class 9 contains 36629 members 
Mstep: Class 10 contains 9117 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8884 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19127 members 
Mstep: Class 16 contains 67823 members 
Mstep: Class 17 contains 100056 members 
Mstep: Class 18 contains 34428 members 
Mstep: Class 19 contains 3384 members 
Mstep: Class 20 contains 150561 members 
Mstep: Class 21 contains 33801 members 
Mstep: Class 22 contains 7499 members 
Mstep: Class 23 contains 9398 members 
Mstep: Class 24 contains 3614 members 
Mstep: Class 25 contains 756 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 70458 members 
Mstep: Class 29 contains 6099 members 
Mstep: Class 30 contains 88231 members 
Mstep: Class 31 contains 29250 members 
Mstep: Class 32 contains 6045 members 
Mstep: Class 33 contains 2486 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 108458 members 
Mstep: Class 36 contains 1430 members 
Mstep: Class 37 contains 26463 members 
Mstep: Class 38 contains 1279 members 
Mstep: Class 39 contains 85510 members 
Mstep: Class 40 contains 25218 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 20093 members 
Mstep: Class 44 contains 82726 members 
Mstep: Class 45 contains 5401 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 6129 members 
Mstep: Class 49 contains 13581 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 998 members 
Mstep: Class 52 contains 4446 members 
Mstep: Class 53 contains 71703 members 
Mstep: Class 54 contains 24164 members 
Mstep: Class 55 contains 4845 members 
Mstep: Class 56 contains 722 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 108383 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194717552.000000 Penalty: 140005.218750
Iteration 457Q: 61 clusters Score -1.947176e+08 nChanged 10837
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 197159 members 
Mstep: Class 3 contains 79135 members 
Mstep: Class 4 contains 8676 members 
Mstep: Class 5 contains 11658 members 
Mstep: Class 6 contains 35298 members 
Mstep: Class 7 contains 78752 members 
Mstep: Class 8 contains 14139 members 
Mstep: Class 9 contains 36624 members 
Mstep: Class 10 contains 9119 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8885 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19128 members 
Mstep: Class 16 contains 67822 members 
Mstep: Class 17 contains 100065 members 
Mstep: Class 18 contains 33556 members 
Mstep: Class 19 contains 3383 members 
Mstep: Class 20 contains 150094 members 
Mstep: Class 21 contains 33803 members 
Mstep: Class 22 contains 7346 members 
Mstep: Class 23 contains 9397 members 
Mstep: Class 24 contains 3614 members 
Mstep: Class 25 contains 756 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 69646 members 
Mstep: Class 29 contains 6098 members 
Mstep: Class 30 contains 89272 members 
Mstep: Class 31 contains 29262 members 
Mstep: Class 32 contains 6045 members 
Mstep: Class 33 contains 2460 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 109180 members 
Mstep: Class 36 contains 1429 members 
Mstep: Class 37 contains 26527 members 
Mstep: Class 38 contains 1279 members 
Mstep: Class 39 contains 84919 members 
Mstep: Class 40 contains 25269 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 20134 members 
Mstep: Class 44 contains 84303 members 
Mstep: Class 45 contains 5358 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 5658 members 
Mstep: Class 49 contains 13581 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 998 members 
Mstep: Class 52 contains 4457 members 
Mstep: Class 53 contains 70544 members 
Mstep: Class 54 contains 24118 members 
Mstep: Class 55 contains 4802 members 
Mstep: Class 56 contains 722 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 109210 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194717088.000000 Penalty: 140005.218750
Iteration 458Q: 61 clusters Score -1.947171e+08 nChanged 10390
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 197151 members 
Mstep: Class 3 contains 79201 members 
Mstep: Class 4 contains 8683 members 
Mstep: Class 5 contains 11881 members 
Mstep: Class 6 contains 35320 members 
Mstep: Class 7 contains 78754 members 
Mstep: Class 8 contains 14137 members 
Mstep: Class 9 contains 36619 members 
Mstep: Class 10 contains 9115 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8885 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19130 members 
Mstep: Class 16 contains 67823 members 
Mstep: Class 17 contains 100013 members 
Mstep: Class 18 contains 32652 members 
Mstep: Class 19 contains 3384 members 
Mstep: Class 20 contains 149559 members 
Mstep: Class 21 contains 33807 members 
Mstep: Class 22 contains 7229 members 
Mstep: Class 23 contains 9397 members 
Mstep: Class 24 contains 3614 members 
Mstep: Class 25 contains 756 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 68913 members 
Mstep: Class 29 contains 6098 members 
Mstep: Class 30 contains 90211 members 
Mstep: Class 31 contains 29292 members 
Mstep: Class 32 contains 6044 members 
Mstep: Class 33 contains 2431 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 109937 members 
Mstep: Class 36 contains 1428 members 
Mstep: Class 37 contains 26568 members 
Mstep: Class 38 contains 1279 members 
Mstep: Class 39 contains 84385 members 
Mstep: Class 40 contains 25194 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 20167 members 
Mstep: Class 44 contains 85793 members 
Mstep: Class 45 contains 5318 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 5217 members 
Mstep: Class 49 contains 13582 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 998 members 
Mstep: Class 52 contains 4466 members 
Mstep: Class 53 contains 69715 members 
Mstep: Class 54 contains 24115 members 
Mstep: Class 55 contains 4758 members 
Mstep: Class 56 contains 722 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 109943 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194717072.000000 Penalty: 140005.218750
Iteration 459Q: 61 clusters Score -1.947171e+08 nChanged 9830
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 197158 members 
Mstep: Class 3 contains 79249 members 
Mstep: Class 4 contains 8692 members 
Mstep: Class 5 contains 12080 members 
Mstep: Class 6 contains 35338 members 
Mstep: Class 7 contains 78757 members 
Mstep: Class 8 contains 14137 members 
Mstep: Class 9 contains 36617 members 
Mstep: Class 10 contains 9110 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8885 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19132 members 
Mstep: Class 16 contains 67829 members 
Mstep: Class 17 contains 100013 members 
Mstep: Class 18 contains 31872 members 
Mstep: Class 19 contains 3384 members 
Mstep: Class 20 contains 149057 members 
Mstep: Class 21 contains 33808 members 
Mstep: Class 22 contains 7137 members 
Mstep: Class 23 contains 9397 members 
Mstep: Class 24 contains 3613 members 
Mstep: Class 25 contains 756 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 68173 members 
Mstep: Class 29 contains 6099 members 
Mstep: Class 30 contains 91123 members 
Mstep: Class 31 contains 29321 members 
Mstep: Class 32 contains 6043 members 
Mstep: Class 33 contains 2397 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 110531 members 
Mstep: Class 36 contains 1428 members 
Mstep: Class 37 contains 26635 members 
Mstep: Class 38 contains 1279 members 
Mstep: Class 39 contains 83917 members 
Mstep: Class 40 contains 25103 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 20195 members 
Mstep: Class 44 contains 87221 members 
Mstep: Class 45 contains 5271 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 4814 members 
Mstep: Class 49 contains 13582 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 998 members 
Mstep: Class 52 contains 4494 members 
Mstep: Class 53 contains 68860 members 
Mstep: Class 54 contains 24082 members 
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Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 110664 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194718336.000000 Penalty: 140005.218750
Iteration 460F: 61 clusters Score -1.947183e+08 nChanged 10854
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 197148 members 
Mstep: Class 3 contains 79273 members 
Mstep: Class 4 contains 8706 members 
Mstep: Class 5 contains 12277 members 
Mstep: Class 6 contains 35367 members 
Mstep: Class 7 contains 78771 members 
Mstep: Class 8 contains 14137 members 
Mstep: Class 9 contains 36614 members 
Mstep: Class 10 contains 9111 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8885 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19131 members 
Mstep: Class 16 contains 67835 members 
Mstep: Class 17 contains 99945 members 
Mstep: Class 18 contains 31122 members 
Mstep: Class 19 contains 3385 members 
Mstep: Class 20 contains 148296 members 
Mstep: Class 21 contains 33811 members 
Mstep: Class 22 contains 7060 members 
Mstep: Class 23 contains 9398 members 
Mstep: Class 24 contains 3613 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 67505 members 
Mstep: Class 29 contains 6099 members 
Mstep: Class 30 contains 92963 members 
Mstep: Class 31 contains 29333 members 
Mstep: Class 32 contains 6043 members 
Mstep: Class 33 contains 2369 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 111228 members 
Mstep: Class 36 contains 1425 members 
Mstep: Class 37 contains 26706 members 
Mstep: Class 38 contains 1279 members 
Mstep: Class 39 contains 83611 members 
Mstep: Class 40 contains 25504 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 20233 members 
Mstep: Class 44 contains 87813 members 
Mstep: Class 45 contains 5215 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 4440 members 
Mstep: Class 49 contains 13582 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 999 members 
Mstep: Class 52 contains 4516 members 
Mstep: Class 53 contains 68025 members 
Mstep: Class 54 contains 24076 members 
Mstep: Class 55 contains 4686 members 
Mstep: Class 56 contains 722 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 110688 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194719040.000000 Penalty: 140005.218750
Iteration 461Q: 61 clusters Score -1.94719e+08 nChanged 10470
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 197152 members 
Mstep: Class 3 contains 79310 members 
Mstep: Class 4 contains 8715 members 
Mstep: Class 5 contains 12483 members 
Mstep: Class 6 contains 35387 members 
Mstep: Class 7 contains 78742 members 
Mstep: Class 8 contains 14137 members 
Mstep: Class 9 contains 36604 members 
Mstep: Class 10 contains 9110 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8885 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19132 members 
Mstep: Class 16 contains 67841 members 
Mstep: Class 17 contains 99954 members 
Mstep: Class 18 contains 30398 members 
Mstep: Class 19 contains 3385 members 
Mstep: Class 20 contains 146862 members 
Mstep: Class 21 contains 33811 members 
Mstep: Class 22 contains 6988 members 
Mstep: Class 23 contains 9396 members 
Mstep: Class 24 contains 3613 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 66809 members 
Mstep: Class 29 contains 6099 members 
Mstep: Class 30 contains 94624 members 
Mstep: Class 31 contains 29342 members 
Mstep: Class 32 contains 6043 members 
Mstep: Class 33 contains 2349 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 112128 members 
Mstep: Class 36 contains 1426 members 
Mstep: Class 37 contains 26760 members 
Mstep: Class 38 contains 1279 members 
Mstep: Class 39 contains 83339 members 
Mstep: Class 40 contains 26042 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 20284 members 
Mstep: Class 44 contains 88988 members 
Mstep: Class 45 contains 5172 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 4089 members 
Mstep: Class 49 contains 13582 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 1000 members 
Mstep: Class 52 contains 4539 members 
Mstep: Class 53 contains 67086 members 
Mstep: Class 54 contains 24122 members 
Mstep: Class 55 contains 4637 members 
Mstep: Class 56 contains 722 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 110579 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720880.000000 Penalty: 140005.218750
Iteration 462Q: 61 clusters Score -1.947209e+08 nChanged 10872
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 197146 members 
Mstep: Class 3 contains 79327 members 
Mstep: Class 4 contains 8724 members 
Mstep: Class 5 contains 12709 members 
Mstep: Class 6 contains 35417 members 
Mstep: Class 7 contains 78736 members 
Mstep: Class 8 contains 14136 members 
Mstep: Class 9 contains 36603 members 
Mstep: Class 10 contains 9105 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8886 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19132 members 
Mstep: Class 16 contains 67839 members 
Mstep: Class 17 contains 99937 members 
Mstep: Class 18 contains 29745 members 
Mstep: Class 19 contains 3385 members 
Mstep: Class 20 contains 144840 members 
Mstep: Class 21 contains 33816 members 
Mstep: Class 22 contains 6902 members 
Mstep: Class 23 contains 9395 members 
Mstep: Class 24 contains 3613 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 66083 members 
Mstep: Class 29 contains 6099 members 
Mstep: Class 30 contains 96306 members 
Mstep: Class 31 contains 29343 members 
Mstep: Class 32 contains 6041 members 
Mstep: Class 33 contains 2321 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 113175 members 
Mstep: Class 36 contains 1424 members 
Mstep: Class 37 contains 26813 members 
Mstep: Class 38 contains 1279 members 
Mstep: Class 39 contains 83064 members 
Mstep: Class 40 contains 26553 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 20342 members 
Mstep: Class 44 contains 90616 members 
Mstep: Class 45 contains 5141 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 3810 members 
Mstep: Class 49 contains 13582 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 1000 members 
Mstep: Class 52 contains 4562 members 
Mstep: Class 53 contains 66068 members 
Mstep: Class 54 contains 24172 members 
Mstep: Class 55 contains 4595 members 
Mstep: Class 56 contains 722 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 110440 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194723056.000000 Penalty: 140005.218750
Iteration 463Q: 61 clusters Score -1.947231e+08 nChanged 10788
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 197154 members 
Mstep: Class 3 contains 79320 members 
Mstep: Class 4 contains 8736 members 
Mstep: Class 5 contains 12923 members 
Mstep: Class 6 contains 35440 members 
Mstep: Class 7 contains 78733 members 
Mstep: Class 8 contains 14135 members 
Mstep: Class 9 contains 36605 members 
Mstep: Class 10 contains 9100 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8886 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19132 members 
Mstep: Class 16 contains 67840 members 
Mstep: Class 17 contains 99943 members 
Mstep: Class 18 contains 29046 members 
Mstep: Class 19 contains 3386 members 
Mstep: Class 20 contains 142346 members 
Mstep: Class 21 contains 33822 members 
Mstep: Class 22 contains 6827 members 
Mstep: Class 23 contains 9393 members 
Mstep: Class 24 contains 3613 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 65358 members 
Mstep: Class 29 contains 6099 members 
Mstep: Class 30 contains 98077 members 
Mstep: Class 31 contains 29357 members 
Mstep: Class 32 contains 6039 members 
Mstep: Class 33 contains 2294 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 114068 members 
Mstep: Class 36 contains 1424 members 
Mstep: Class 37 contains 26860 members 
Mstep: Class 38 contains 1279 members 
Mstep: Class 39 contains 82764 members 
Mstep: Class 40 contains 27211 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 20419 members 
Mstep: Class 44 contains 92385 members 
Mstep: Class 45 contains 5105 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 3517 members 
Mstep: Class 49 contains 13582 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 1000 members 
Mstep: Class 52 contains 4584 members 
Mstep: Class 53 contains 65170 members 
Mstep: Class 54 contains 24235 members 
Mstep: Class 55 contains 4557 members 
Mstep: Class 56 contains 722 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 110461 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194724928.000000 Penalty: 140005.218750
Iteration 464Q: 61 clusters Score -1.947249e+08 nChanged 10921
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 197154 members 
Mstep: Class 3 contains 79314 members 
Mstep: Class 4 contains 8747 members 
Mstep: Class 5 contains 13172 members 
Mstep: Class 6 contains 35458 members 
Mstep: Class 7 contains 78693 members 
Mstep: Class 8 contains 14135 members 
Mstep: Class 9 contains 36605 members 
Mstep: Class 10 contains 9091 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8886 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19132 members 
Mstep: Class 16 contains 67838 members 
Mstep: Class 17 contains 99934 members 
Mstep: Class 18 contains 28385 members 
Mstep: Class 19 contains 3386 members 
Mstep: Class 20 contains 139539 members 
Mstep: Class 21 contains 33826 members 
Mstep: Class 22 contains 6752 members 
Mstep: Class 23 contains 9390 members 
Mstep: Class 24 contains 3613 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 64714 members 
Mstep: Class 29 contains 6098 members 
Mstep: Class 30 contains 99511 members 
Mstep: Class 31 contains 29373 members 
Mstep: Class 32 contains 6040 members 
Mstep: Class 33 contains 2269 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 114893 members 
Mstep: Class 36 contains 1425 members 
Mstep: Class 37 contains 26915 members 
Mstep: Class 38 contains 1279 members 
Mstep: Class 39 contains 82452 members 
Mstep: Class 40 contains 27801 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 20459 members 
Mstep: Class 44 contains 94523 members 
Mstep: Class 45 contains 5066 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 3239 members 
Mstep: Class 49 contains 13582 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 1000 members 
Mstep: Class 52 contains 4603 members 
Mstep: Class 53 contains 64532 members 
Mstep: Class 54 contains 24267 members 
Mstep: Class 55 contains 4529 members 
Mstep: Class 56 contains 722 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 110617 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194726336.000000 Penalty: 140005.218750
Iteration 465Q: 61 clusters Score -1.947263e+08 nChanged 10857
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 197153 members 
Mstep: Class 3 contains 79317 members 
Mstep: Class 4 contains 8753 members 
Mstep: Class 5 contains 13418 members 
Mstep: Class 6 contains 35481 members 
Mstep: Class 7 contains 78612 members 
Mstep: Class 8 contains 14136 members 
Mstep: Class 9 contains 36600 members 
Mstep: Class 10 contains 9091 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8886 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19130 members 
Mstep: Class 16 contains 67834 members 
Mstep: Class 17 contains 99944 members 
Mstep: Class 18 contains 27766 members 
Mstep: Class 19 contains 3386 members 
Mstep: Class 20 contains 136757 members 
Mstep: Class 21 contains 33830 members 
Mstep: Class 22 contains 6668 members 
Mstep: Class 23 contains 9386 members 
Mstep: Class 24 contains 3613 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 64046 members 
Mstep: Class 29 contains 6098 members 
Mstep: Class 30 contains 100726 members 
Mstep: Class 31 contains 29392 members 
Mstep: Class 32 contains 6043 members 
Mstep: Class 33 contains 2243 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 115784 members 
Mstep: Class 36 contains 1425 members 
Mstep: Class 37 contains 26963 members 
Mstep: Class 38 contains 1279 members 
Mstep: Class 39 contains 82115 members 
Mstep: Class 40 contains 28237 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 20523 members 
Mstep: Class 44 contains 96615 members 
Mstep: Class 45 contains 5016 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 3003 members 
Mstep: Class 49 contains 13582 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 1000 members 
Mstep: Class 52 contains 4629 members 
Mstep: Class 53 contains 64177 members 
Mstep: Class 54 contains 24284 members 
Mstep: Class 55 contains 4493 members 
Mstep: Class 56 contains 722 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 110810 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194727696.000000 Penalty: 140005.218750
Iteration 466Q: 61 clusters Score -1.947277e+08 nChanged 10697
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 197154 members 
Mstep: Class 3 contains 79311 members 
Mstep: Class 4 contains 8766 members 
Mstep: Class 5 contains 13675 members 
Mstep: Class 6 contains 35492 members 
Mstep: Class 7 contains 78582 members 
Mstep: Class 8 contains 14134 members 
Mstep: Class 9 contains 36595 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8886 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19127 members 
Mstep: Class 16 contains 67832 members 
Mstep: Class 17 contains 99990 members 
Mstep: Class 18 contains 27154 members 
Mstep: Class 19 contains 3385 members 
Mstep: Class 20 contains 134074 members 
Mstep: Class 21 contains 33829 members 
Mstep: Class 22 contains 6584 members 
Mstep: Class 23 contains 9382 members 
Mstep: Class 24 contains 3613 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 63366 members 
Mstep: Class 29 contains 6100 members 
Mstep: Class 30 contains 101753 members 
Mstep: Class 31 contains 29403 members 
Mstep: Class 32 contains 6044 members 
Mstep: Class 33 contains 2219 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 116272 members 
Mstep: Class 36 contains 1423 members 
Mstep: Class 37 contains 27014 members 
Mstep: Class 38 contains 1279 members 
Mstep: Class 39 contains 81876 members 
Mstep: Class 40 contains 29201 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 20610 members 
Mstep: Class 44 contains 98756 members 
Mstep: Class 45 contains 4978 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 2799 members 
Mstep: Class 49 contains 13582 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 1000 members 
Mstep: Class 52 contains 4633 members 
Mstep: Class 53 contains 63851 members 
Mstep: Class 54 contains 24349 members 
Mstep: Class 55 contains 4450 members 
Mstep: Class 56 contains 723 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 110640 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728640.000000 Penalty: 140005.218750
Iteration 467Q: 61 clusters Score -1.947286e+08 nChanged 10403
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 197158 members 
Mstep: Class 3 contains 79267 members 
Mstep: Class 4 contains 8781 members 
Mstep: Class 5 contains 13944 members 
Mstep: Class 6 contains 35491 members 
Mstep: Class 7 contains 78554 members 
Mstep: Class 8 contains 14133 members 
Mstep: Class 9 contains 36594 members 
Mstep: Class 10 contains 9094 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8885 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19128 members 
Mstep: Class 16 contains 67832 members 
Mstep: Class 17 contains 100001 members 
Mstep: Class 18 contains 26583 members 
Mstep: Class 19 contains 3385 members 
Mstep: Class 20 contains 131601 members 
Mstep: Class 21 contains 33830 members 
Mstep: Class 22 contains 6488 members 
Mstep: Class 23 contains 9379 members 
Mstep: Class 24 contains 3613 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 62694 members 
Mstep: Class 29 contains 6100 members 
Mstep: Class 30 contains 102463 members 
Mstep: Class 31 contains 29419 members 
Mstep: Class 32 contains 6046 members 
Mstep: Class 33 contains 2198 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 116900 members 
Mstep: Class 36 contains 1422 members 
Mstep: Class 37 contains 27063 members 
Mstep: Class 38 contains 1279 members 
Mstep: Class 39 contains 81626 members 
Mstep: Class 40 contains 29799 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 20682 members 
Mstep: Class 44 contains 100916 members 
Mstep: Class 45 contains 4930 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 2595 members 
Mstep: Class 49 contains 13583 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4640 members 
Mstep: Class 53 contains 63588 members 
Mstep: Class 54 contains 24391 members 
Mstep: Class 55 contains 4421 members 
Mstep: Class 56 contains 723 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 110769 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194729184.000000 Penalty: 140005.218750
Iteration 468Q: 61 clusters Score -1.947292e+08 nChanged 9989
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 197170 members 
Mstep: Class 3 contains 79191 members 
Mstep: Class 4 contains 8780 members 
Mstep: Class 5 contains 14216 members 
Mstep: Class 6 contains 35492 members 
Mstep: Class 7 contains 78519 members 
Mstep: Class 8 contains 14133 members 
Mstep: Class 9 contains 36593 members 
Mstep: Class 10 contains 9098 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8885 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19128 members 
Mstep: Class 16 contains 67830 members 
Mstep: Class 17 contains 99973 members 
Mstep: Class 18 contains 26041 members 
Mstep: Class 19 contains 3385 members 
Mstep: Class 20 contains 129124 members 
Mstep: Class 21 contains 33829 members 
Mstep: Class 22 contains 6383 members 
Mstep: Class 23 contains 9374 members 
Mstep: Class 24 contains 3613 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 61985 members 
Mstep: Class 29 contains 6101 members 
Mstep: Class 30 contains 103230 members 
Mstep: Class 31 contains 29434 members 
Mstep: Class 32 contains 6047 members 
Mstep: Class 33 contains 2185 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 117366 members 
Mstep: Class 36 contains 1421 members 
Mstep: Class 37 contains 27105 members 
Mstep: Class 38 contains 1279 members 
Mstep: Class 39 contains 81432 members 
Mstep: Class 40 contains 30129 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 20761 members 
Mstep: Class 44 contains 103047 members 
Mstep: Class 45 contains 4882 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 2418 members 
Mstep: Class 49 contains 13583 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4645 members 
Mstep: Class 53 contains 63443 members 
Mstep: Class 54 contains 24430 members 
Mstep: Class 55 contains 4397 members 
Mstep: Class 56 contains 723 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 111198 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194729984.000000 Penalty: 140005.218750
Iteration 469Q: 61 clusters Score -1.9473e+08 nChanged 9974
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 197173 members 
Mstep: Class 3 contains 79152 members 
Mstep: Class 4 contains 8779 members 
Mstep: Class 5 contains 14482 members 
Mstep: Class 6 contains 35519 members 
Mstep: Class 7 contains 78533 members 
Mstep: Class 8 contains 14132 members 
Mstep: Class 9 contains 36590 members 
Mstep: Class 10 contains 9096 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8886 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19128 members 
Mstep: Class 16 contains 67831 members 
Mstep: Class 17 contains 99997 members 
Mstep: Class 18 contains 25553 members 
Mstep: Class 19 contains 3386 members 
Mstep: Class 20 contains 126822 members 
Mstep: Class 21 contains 33835 members 
Mstep: Class 22 contains 6295 members 
Mstep: Class 23 contains 9366 members 
Mstep: Class 24 contains 3613 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 61299 members 
Mstep: Class 29 contains 6101 members 
Mstep: Class 30 contains 103767 members 
Mstep: Class 31 contains 29455 members 
Mstep: Class 32 contains 6047 members 
Mstep: Class 33 contains 2173 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 117372 members 
Mstep: Class 36 contains 1422 members 
Mstep: Class 37 contains 27139 members 
Mstep: Class 38 contains 1279 members 
Mstep: Class 39 contains 81274 members 
Mstep: Class 40 contains 31001 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 20842 members 
Mstep: Class 44 contains 105158 members 
Mstep: Class 45 contains 4845 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 2281 members 
Mstep: Class 49 contains 13583 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 1002 members 
Mstep: Class 52 contains 4662 members 
Mstep: Class 53 contains 63436 members 
Mstep: Class 54 contains 24478 members 
Mstep: Class 55 contains 4376 members 
Mstep: Class 56 contains 723 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 111121 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194732064.000000 Penalty: 140005.218750
Iteration 470Q: 61 clusters Score -1.947321e+08 nChanged 9818
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 197172 members 
Mstep: Class 3 contains 79158 members 
Mstep: Class 4 contains 8782 members 
Mstep: Class 5 contains 14750 members 
Mstep: Class 6 contains 35536 members 
Mstep: Class 7 contains 78539 members 
Mstep: Class 8 contains 14132 members 
Mstep: Class 9 contains 36591 members 
Mstep: Class 10 contains 9104 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8886 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19127 members 
Mstep: Class 16 contains 67828 members 
Mstep: Class 17 contains 99999 members 
Mstep: Class 18 contains 25013 members 
Mstep: Class 19 contains 3386 members 
Mstep: Class 20 contains 124567 members 
Mstep: Class 21 contains 33836 members 
Mstep: Class 22 contains 6195 members 
Mstep: Class 23 contains 9357 members 
Mstep: Class 24 contains 3613 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 60661 members 
Mstep: Class 29 contains 6100 members 
Mstep: Class 30 contains 104321 members 
Mstep: Class 31 contains 29468 members 
Mstep: Class 32 contains 6048 members 
Mstep: Class 33 contains 2151 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 117211 members 
Mstep: Class 36 contains 1422 members 
Mstep: Class 37 contains 27185 members 
Mstep: Class 38 contains 1279 members 
Mstep: Class 39 contains 81101 members 
Mstep: Class 40 contains 31719 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 20929 members 
Mstep: Class 44 contains 107222 members 
Mstep: Class 45 contains 4796 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 2134 members 
Mstep: Class 49 contains 13584 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 1002 members 
Mstep: Class 52 contains 4681 members 
Mstep: Class 53 contains 63533 members 
Mstep: Class 54 contains 24571 members 
Mstep: Class 55 contains 4346 members 
Mstep: Class 56 contains 723 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 111253 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194732832.000000 Penalty: 140005.218750
Iteration 471Q: 61 clusters Score -1.947328e+08 nChanged 9432
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 197163 members 
Mstep: Class 3 contains 79145 members 
Mstep: Class 4 contains 8788 members 
Mstep: Class 5 contains 14998 members 
Mstep: Class 6 contains 35556 members 
Mstep: Class 7 contains 78514 members 
Mstep: Class 8 contains 14131 members 
Mstep: Class 9 contains 36589 members 
Mstep: Class 10 contains 9102 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8886 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19127 members 
Mstep: Class 16 contains 67827 members 
Mstep: Class 17 contains 99963 members 
Mstep: Class 18 contains 24526 members 
Mstep: Class 19 contains 3386 members 
Mstep: Class 20 contains 122449 members 
Mstep: Class 21 contains 33837 members 
Mstep: Class 22 contains 6115 members 
Mstep: Class 23 contains 9351 members 
Mstep: Class 24 contains 3613 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 60104 members 
Mstep: Class 29 contains 6100 members 
Mstep: Class 30 contains 104753 members 
Mstep: Class 31 contains 29492 members 
Mstep: Class 32 contains 6050 members 
Mstep: Class 33 contains 2136 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 116851 members 
Mstep: Class 36 contains 1423 members 
Mstep: Class 37 contains 27206 members 
Mstep: Class 38 contains 1279 members 
Mstep: Class 39 contains 80960 members 
Mstep: Class 40 contains 32337 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 21002 members 
Mstep: Class 44 contains 109254 members 
Mstep: Class 45 contains 4755 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 2008 members 
Mstep: Class 49 contains 13585 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 1002 members 
Mstep: Class 52 contains 4697 members 
Mstep: Class 53 contains 63760 members 
Mstep: Class 54 contains 24681 members 
Mstep: Class 55 contains 4312 members 
Mstep: Class 56 contains 723 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 111485 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 48. Lose 2281.749023 but Gain 2333.421875
Score: -194733312.000000 Penalty: 137671.796875
Iteration 472Q: 60 clusters Score -1.947333e+08 nChanged 11628
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 197162 members 
Mstep: Class 3 contains 79145 members 
Mstep: Class 4 contains 8791 members 
Mstep: Class 5 contains 15231 members 
Mstep: Class 6 contains 35571 members 
Mstep: Class 7 contains 78552 members 
Mstep: Class 8 contains 14127 members 
Mstep: Class 9 contains 36587 members 
Mstep: Class 10 contains 9103 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8886 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19126 members 
Mstep: Class 16 contains 67828 members 
Mstep: Class 17 contains 99968 members 
Mstep: Class 18 contains 24069 members 
Mstep: Class 19 contains 3386 members 
Mstep: Class 20 contains 120596 members 
Mstep: Class 21 contains 33836 members 
Mstep: Class 22 contains 6031 members 
Mstep: Class 23 contains 9345 members 
Mstep: Class 24 contains 3613 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 59539 members 
Mstep: Class 29 contains 6100 members 
Mstep: Class 30 contains 105081 members 
Mstep: Class 31 contains 29499 members 
Mstep: Class 32 contains 6053 members 
Mstep: Class 33 contains 2118 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 116028 members 
Mstep: Class 36 contains 1425 members 
Mstep: Class 37 contains 27244 members 
Mstep: Class 38 contains 1279 members 
Mstep: Class 39 contains 81724 members 
Mstep: Class 40 contains 33063 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 21098 members 
Mstep: Class 44 contains 111400 members 
Mstep: Class 45 contains 4716 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 49 contains 13586 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 1002 members 
Mstep: Class 52 contains 4710 members 
Mstep: Class 53 contains 64103 members 
Mstep: Class 54 contains 24743 members 
Mstep: Class 55 contains 4285 members 
Mstep: Class 56 contains 723 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 112565 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194735120.000000 Penalty: 137671.796875
Iteration 473Q: 60 clusters Score -1.947351e+08 nChanged 9965
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 197164 members 
Mstep: Class 3 contains 79164 members 
Mstep: Class 4 contains 8786 members 
Mstep: Class 5 contains 15458 members 
Mstep: Class 6 contains 35596 members 
Mstep: Class 7 contains 78584 members 
Mstep: Class 8 contains 14124 members 
Mstep: Class 9 contains 36581 members 
Mstep: Class 10 contains 9104 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8885 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19125 members 
Mstep: Class 16 contains 67827 members 
Mstep: Class 17 contains 99730 members 
Mstep: Class 18 contains 23631 members 
Mstep: Class 19 contains 3387 members 
Mstep: Class 20 contains 118988 members 
Mstep: Class 21 contains 33833 members 
Mstep: Class 22 contains 5950 members 
Mstep: Class 23 contains 9341 members 
Mstep: Class 24 contains 3614 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 59024 members 
Mstep: Class 29 contains 6100 members 
Mstep: Class 30 contains 105678 members 
Mstep: Class 31 contains 29497 members 
Mstep: Class 32 contains 6055 members 
Mstep: Class 33 contains 2108 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 114889 members 
Mstep: Class 36 contains 1423 members 
Mstep: Class 37 contains 27268 members 
Mstep: Class 38 contains 1279 members 
Mstep: Class 39 contains 81906 members 
Mstep: Class 40 contains 33594 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 21161 members 
Mstep: Class 44 contains 113385 members 
Mstep: Class 45 contains 4684 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 49 contains 13587 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 1002 members 
Mstep: Class 52 contains 4732 members 
Mstep: Class 53 contains 64413 members 
Mstep: Class 54 contains 24804 members 
Mstep: Class 55 contains 4263 members 
Mstep: Class 56 contains 723 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 112592 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194735072.000000 Penalty: 137671.796875
Iteration 474Q: 60 clusters Score -1.947351e+08 nChanged 9387
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 197157 members 
Mstep: Class 3 contains 79134 members 
Mstep: Class 4 contains 8792 members 
Mstep: Class 5 contains 15735 members 
Mstep: Class 6 contains 35622 members 
Mstep: Class 7 contains 78594 members 
Mstep: Class 8 contains 14123 members 
Mstep: Class 9 contains 36579 members 
Mstep: Class 10 contains 9103 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8885 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19125 members 
Mstep: Class 16 contains 67829 members 
Mstep: Class 17 contains 99555 members 
Mstep: Class 18 contains 23243 members 
Mstep: Class 19 contains 3387 members 
Mstep: Class 20 contains 117688 members 
Mstep: Class 21 contains 33833 members 
Mstep: Class 22 contains 5843 members 
Mstep: Class 23 contains 9337 members 
Mstep: Class 24 contains 3614 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 58498 members 
Mstep: Class 29 contains 6100 members 
Mstep: Class 30 contains 106448 members 
Mstep: Class 31 contains 29508 members 
Mstep: Class 32 contains 6058 members 
Mstep: Class 33 contains 2091 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 113649 members 
Mstep: Class 36 contains 1421 members 
Mstep: Class 37 contains 27284 members 
Mstep: Class 38 contains 1279 members 
Mstep: Class 39 contains 82110 members 
Mstep: Class 40 contains 33948 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 21231 members 
Mstep: Class 44 contains 115197 members 
Mstep: Class 45 contains 4645 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 49 contains 13587 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 1002 members 
Mstep: Class 52 contains 4748 members 
Mstep: Class 53 contains 64574 members 
Mstep: Class 54 contains 24871 members 
Mstep: Class 55 contains 4241 members 
Mstep: Class 56 contains 723 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 112654 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194735712.000000 Penalty: 137671.796875
Iteration 475Q: 60 clusters Score -1.947357e+08 nChanged 9008
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 197148 members 
Mstep: Class 3 contains 79111 members 
Mstep: Class 4 contains 8799 members 
Mstep: Class 5 contains 16028 members 
Mstep: Class 6 contains 35635 members 
Mstep: Class 7 contains 78638 members 
Mstep: Class 8 contains 14122 members 
Mstep: Class 9 contains 36576 members 
Mstep: Class 10 contains 9103 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8885 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19129 members 
Mstep: Class 16 contains 67828 members 
Mstep: Class 17 contains 99383 members 
Mstep: Class 18 contains 22891 members 
Mstep: Class 19 contains 3388 members 
Mstep: Class 20 contains 116539 members 
Mstep: Class 21 contains 33835 members 
Mstep: Class 22 contains 5710 members 
Mstep: Class 23 contains 9335 members 
Mstep: Class 24 contains 3614 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 57941 members 
Mstep: Class 29 contains 6100 members 
Mstep: Class 30 contains 107141 members 
Mstep: Class 31 contains 29515 members 
Mstep: Class 32 contains 6058 members 
Mstep: Class 33 contains 2072 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 112363 members 
Mstep: Class 36 contains 1421 members 
Mstep: Class 37 contains 27303 members 
Mstep: Class 38 contains 1278 members 
Mstep: Class 39 contains 82483 members 
Mstep: Class 40 contains 34264 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 21286 members 
Mstep: Class 44 contains 117026 members 
Mstep: Class 45 contains 4614 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 49 contains 13587 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 1002 members 
Mstep: Class 52 contains 4766 members 
Mstep: Class 53 contains 64516 members 
Mstep: Class 54 contains 24944 members 
Mstep: Class 55 contains 4220 members 
Mstep: Class 56 contains 723 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 112724 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194736832.000000 Penalty: 137671.796875
Iteration 476Q: 60 clusters Score -1.947368e+08 nChanged 8764
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 197139 members 
Mstep: Class 3 contains 79125 members 
Mstep: Class 4 contains 8814 members 
Mstep: Class 5 contains 16331 members 
Mstep: Class 6 contains 35657 members 
Mstep: Class 7 contains 78737 members 
Mstep: Class 8 contains 14123 members 
Mstep: Class 9 contains 36577 members 
Mstep: Class 10 contains 9100 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8885 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19128 members 
Mstep: Class 16 contains 67826 members 
Mstep: Class 17 contains 99239 members 
Mstep: Class 18 contains 22546 members 
Mstep: Class 19 contains 3388 members 
Mstep: Class 20 contains 115760 members 
Mstep: Class 21 contains 33836 members 
Mstep: Class 22 contains 5580 members 
Mstep: Class 23 contains 9332 members 
Mstep: Class 24 contains 3614 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 57322 members 
Mstep: Class 29 contains 6099 members 
Mstep: Class 30 contains 107861 members 
Mstep: Class 31 contains 29518 members 
Mstep: Class 32 contains 6055 members 
Mstep: Class 33 contains 2057 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 111017 members 
Mstep: Class 36 contains 1421 members 
Mstep: Class 37 contains 27327 members 
Mstep: Class 38 contains 1278 members 
Mstep: Class 39 contains 82804 members 
Mstep: Class 40 contains 34298 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 21352 members 
Mstep: Class 44 contains 118632 members 
Mstep: Class 45 contains 4589 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 49 contains 13587 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 1002 members 
Mstep: Class 52 contains 4786 members 
Mstep: Class 53 contains 64442 members 
Mstep: Class 54 contains 24998 members 
Mstep: Class 55 contains 4195 members 
Mstep: Class 56 contains 723 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 112947 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194737264.000000 Penalty: 137671.796875
Iteration 477Q: 60 clusters Score -1.947373e+08 nChanged 8971
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 197132 members 
Mstep: Class 3 contains 79157 members 
Mstep: Class 4 contains 8828 members 
Mstep: Class 5 contains 16655 members 
Mstep: Class 6 contains 35675 members 
Mstep: Class 7 contains 78799 members 
Mstep: Class 8 contains 14122 members 
Mstep: Class 9 contains 36576 members 
Mstep: Class 10 contains 9105 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8885 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19131 members 
Mstep: Class 16 contains 67822 members 
Mstep: Class 17 contains 99032 members 
Mstep: Class 18 contains 22217 members 
Mstep: Class 19 contains 3388 members 
Mstep: Class 20 contains 115108 members 
Mstep: Class 21 contains 33836 members 
Mstep: Class 22 contains 5435 members 
Mstep: Class 23 contains 9337 members 
Mstep: Class 24 contains 3614 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 56689 members 
Mstep: Class 29 contains 6099 members 
Mstep: Class 30 contains 108738 members 
Mstep: Class 31 contains 29525 members 
Mstep: Class 32 contains 6053 members 
Mstep: Class 33 contains 2046 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 109669 members 
Mstep: Class 36 contains 1421 members 
Mstep: Class 37 contains 27350 members 
Mstep: Class 38 contains 1278 members 
Mstep: Class 39 contains 83258 members 
Mstep: Class 40 contains 34139 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 21450 members 
Mstep: Class 44 contains 120199 members 
Mstep: Class 45 contains 4563 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 49 contains 13586 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 1002 members 
Mstep: Class 52 contains 4804 members 
Mstep: Class 53 contains 64323 members 
Mstep: Class 54 contains 25039 members 
Mstep: Class 55 contains 4164 members 
Mstep: Class 56 contains 723 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 113086 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194737248.000000 Penalty: 137671.796875
Iteration 478Q: 60 clusters Score -1.947372e+08 nChanged 8972
Entering ConstructFrom: 
Score: -194737248.000000 Penalty: 137671.796875
Entering ConstructFrom: 
Trying to split cluster 1 (13696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Entering Unmasked Estep 
Score: -1586440.875000 Penalty: 1547.789673
	Iteration 0F: 2 clusters Score -1586441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1576939.625000 Penalty: 3095.579346
	Iteration 0F: 3 clusters Score -1576940 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1580127.250000 Penalty: 3095.579346
	Iteration 1F: 3 clusters Score -1580127 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1580365.250000 Penalty: 3095.579346
	Iteration 2F: 3 clusters Score -1580365 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1580572.500000 Penalty: 3095.579346
	Iteration 3Q: 3 clusters Score -1580572 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1580757.625000 Penalty: 3095.579346
	Iteration 4Q: 3 clusters Score -1580758 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1580918.500000 Penalty: 3095.579346
	Iteration 5Q: 3 clusters Score -1580918 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1581096.000000 Penalty: 3095.579346
	Iteration 6Q: 3 clusters Score -1581096 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1581333.250000 Penalty: 3095.579346
	Iteration 7Q: 3 clusters Score -1581333 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1581654.875000 Penalty: 3095.579346
	Iteration 8Q: 3 clusters Score -1581655 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1582040.125000 Penalty: 3095.579346
	Iteration 9Q: 3 clusters Score -1582040 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1582501.125000 Penalty: 3095.579346
	Iteration 10Q: 3 clusters Score -1582501 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1582926.625000 Penalty: 3095.579346
	Iteration 11Q: 3 clusters Score -1582927 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1583288.875000 Penalty: 3095.579346
	Iteration 12Q: 3 clusters Score -1583289 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1583516.750000 Penalty: 3095.579346
	Iteration 13Q: 3 clusters Score -1583517 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1583644.750000 Penalty: 3095.579346
	Iteration 14Q: 3 clusters Score -1583645 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1583732.625000 Penalty: 3095.579346
	Iteration 15Q: 3 clusters Score -1583733 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1583812.125000 Penalty: 3095.579346
	Iteration 16Q: 3 clusters Score -1583812 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1583879.250000 Penalty: 3095.579346
	Iteration 17Q: 3 clusters Score -1583879 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1583948.000000 Penalty: 3095.579346
	Iteration 18Q: 3 clusters Score -1583948 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1584018.750000 Penalty: 3095.579346
	Iteration 19Q: 3 clusters Score -1584019 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1584087.750000 Penalty: 3095.579346
	Iteration 20F: 3 clusters Score -1584088 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1584167.250000 Penalty: 3095.579346
	Iteration 21Q: 3 clusters Score -1584167 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1584234.500000 Penalty: 3095.579346
	Iteration 22Q: 3 clusters Score -1584234 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1584298.250000 Penalty: 3095.579346
	Iteration 23Q: 3 clusters Score -1584298 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1584352.625000 Penalty: 3095.579346
	Iteration 24Q: 3 clusters Score -1584353 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1584401.625000 Penalty: 3095.579346
	Iteration 25Q: 3 clusters Score -1584402 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1584455.750000 Penalty: 3095.579346
	Iteration 26Q: 3 clusters Score -1584456 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1584495.750000 Penalty: 3095.579346
	Iteration 27Q: 3 clusters Score -1584496 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1584532.125000 Penalty: 3095.579346
	Iteration 28Q: 3 clusters Score -1584532 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1584550.625000 Penalty: 3095.579346
	Iteration 29Q: 3 clusters Score -1584551 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1584574.000000 Penalty: 3095.579346
	Iteration 30Q: 3 clusters Score -1584574 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1584594.875000 Penalty: 3095.579346
	Iteration 31Q: 3 clusters Score -1584595 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1584611.500000 Penalty: 3095.579346
	Iteration 32Q: 3 clusters Score -1584612 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1584629.500000 Penalty: 3095.579346
	Iteration 33Q: 3 clusters Score -1584630 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1584643.375000 Penalty: 3095.579346
	Iteration 34Q: 3 clusters Score -1584643 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1584649.625000 Penalty: 3095.579346
	Iteration 35Q: 3 clusters Score -1584650 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1584652.750000 Penalty: 3095.579346
	Iteration 36Q: 3 clusters Score -1584653 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1584652.875000 Penalty: 3095.579346
	Iteration 37Q: 3 clusters Score -1584653 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1584658.875000 Penalty: 3095.579346
	Iteration 38Q: 3 clusters Score -1584659 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1584665.250000 Penalty: 3095.579346
	Iteration 39Q: 3 clusters Score -1584665 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1584664.250000 Penalty: 3095.579346
	Iteration 40F: 3 clusters Score -1584664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1584662.750000 Penalty: 3095.579346
	Iteration 41Q: 3 clusters Score -1584663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1584662.000000 Penalty: 3095.579346
	Iteration 42Q: 3 clusters Score -1584662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1584665.250000 Penalty: 3095.579346
	Iteration 43Q: 3 clusters Score -1584665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1584666.250000 Penalty: 3095.579346
	Iteration 44Q: 3 clusters Score -1584666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1584668.750000 Penalty: 3095.579346
	Iteration 45Q: 3 clusters Score -1584669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1584664.875000 Penalty: 3095.579346
	Iteration 46Q: 3 clusters Score -1584665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1584666.375000 Penalty: 3095.579346
	Iteration 47Q: 3 clusters Score -1584666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1584663.875000 Penalty: 3095.579346
	Iteration 48Q: 3 clusters Score -1584664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1584666.250000 Penalty: 3095.579346
	Iteration 49Q: 3 clusters Score -1584666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1584666.375000 Penalty: 3095.579346
	Iteration 50Q: 3 clusters Score -1584666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1584665.125000 Penalty: 3095.579346
	Iteration 51Q: 3 clusters Score -1584665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1584664.500000 Penalty: 3095.579346
	Iteration 52Q: 3 clusters Score -1584664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1584666.875000 Penalty: 3095.579346
	Iteration 53Q: 3 clusters Score -1584667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1584668.000000 Penalty: 3095.579346
	Iteration 54Q: 3 clusters Score -1584668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1584669.750000 Penalty: 3095.579346
	Iteration 55Q: 3 clusters Score -1584670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1584667.750000 Penalty: 3095.579346
	Iteration 56Q: 3 clusters Score -1584668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1584669.375000 Penalty: 3095.579346
	Iteration 57Q: 3 clusters Score -1584669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1584669.375000 Penalty: 3095.579346
	Iteration 58F: 3 clusters Score -1584669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (197136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197136 members 
Entering Unmasked Estep 
Score: -22588246.000000 Penalty: 1981.143066
	Iteration 0F: 2 clusters Score -2.258825e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98543 members 
Mstep: Class 2 contains 98593 members 
Entering Unmasked Estep 
Score: -22480176.000000 Penalty: 3962.286133
	Iteration 0F: 3 clusters Score -2.248018e+07 nChanged 95548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97817 members 
Mstep: Class 2 contains 99319 members 
Entering Unmasked Estep 
Score: -22537574.000000 Penalty: 3962.286133
	Iteration 1F: 3 clusters Score -2.253757e+07 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96892 members 
Mstep: Class 2 contains 100244 members 
Entering Unmasked Estep 
Score: -22538926.000000 Penalty: 3962.286133
	Iteration 2Q: 3 clusters Score -2.253893e+07 nChanged 6547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95277 members 
Mstep: Class 2 contains 101859 members 
Entering Unmasked Estep 
Score: -22540908.000000 Penalty: 3962.286133
	Iteration 3Q: 3 clusters Score -2.254091e+07 nChanged 7682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92711 members 
Mstep: Class 2 contains 104425 members 
Entering Unmasked Estep 
Score: -22543318.000000 Penalty: 3962.286133
	Iteration 4Q: 3 clusters Score -2.254332e+07 nChanged 9114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89089 members 
Mstep: Class 2 contains 108047 members 
Entering Unmasked Estep 
Score: -22547524.000000 Penalty: 3962.286133
	Iteration 5Q: 3 clusters Score -2.254752e+07 nChanged 10711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84512 members 
Mstep: Class 2 contains 112624 members 
Entering Unmasked Estep 
Score: -22553836.000000 Penalty: 3962.286133
	Iteration 6F: 3 clusters Score -2.255384e+07 nChanged 11984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79618 members 
Mstep: Class 2 contains 117518 members 
Entering Unmasked Estep 
Score: -22562048.000000 Penalty: 3962.286133
	Iteration 7F: 3 clusters Score -2.256205e+07 nChanged 12260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75738 members 
Mstep: Class 2 contains 121398 members 
Entering Unmasked Estep 
Score: -22570638.000000 Penalty: 3962.286133
	Iteration 8F: 3 clusters Score -2.257064e+07 nChanged 10552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73220 members 
Mstep: Class 2 contains 123916 members 
Entering Unmasked Estep 
Score: -22575918.000000 Penalty: 3962.286133
	Iteration 9F: 3 clusters Score -2.257592e+07 nChanged 7188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71466 members 
Mstep: Class 2 contains 125670 members 
Entering Unmasked Estep 
Score: -22577812.000000 Penalty: 3962.286133
	Iteration 10Q: 3 clusters Score -2.257781e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69835 members 
Mstep: Class 2 contains 127301 members 
Entering Unmasked Estep 
Score: -22578542.000000 Penalty: 3962.286133
	Iteration 11Q: 3 clusters Score -2.257854e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68195 members 
Mstep: Class 2 contains 128941 members 
Entering Unmasked Estep 
Score: -22578818.000000 Penalty: 3962.286133
	Iteration 12Q: 3 clusters Score -2.257882e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66329 members 
Mstep: Class 2 contains 130807 members 
Entering Unmasked Estep 
Score: -22579086.000000 Penalty: 3962.286133
	Iteration 13Q: 3 clusters Score -2.257909e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64390 members 
Mstep: Class 2 contains 132746 members 
Entering Unmasked Estep 
Score: -22579318.000000 Penalty: 3962.286133
	Iteration 14Q: 3 clusters Score -2.257932e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62323 members 
Mstep: Class 2 contains 134813 members 
Entering Unmasked Estep 
Score: -22579620.000000 Penalty: 3962.286133
	Iteration 15Q: 3 clusters Score -2.257962e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60123 members 
Mstep: Class 2 contains 137013 members 
Entering Unmasked Estep 
Score: -22579908.000000 Penalty: 3962.286133
	Iteration 16Q: 3 clusters Score -2.257991e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57683 members 
Mstep: Class 2 contains 139453 members 
Entering Unmasked Estep 
Score: -22580226.000000 Penalty: 3962.286133
	Iteration 17Q: 3 clusters Score -2.258023e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54972 members 
Mstep: Class 2 contains 142164 members 
Entering Unmasked Estep 
Score: -22580738.000000 Penalty: 3962.286133
	Iteration 18Q: 3 clusters Score -2.258074e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51942 members 
Mstep: Class 2 contains 145194 members 
Entering Unmasked Estep 
Score: -22581138.000000 Penalty: 3962.286133
	Iteration 19Q: 3 clusters Score -2.258114e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48842 members 
Mstep: Class 2 contains 148294 members 
Entering Unmasked Estep 
Score: -22581732.000000 Penalty: 3962.286133
	Iteration 20F: 3 clusters Score -2.258173e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45451 members 
Mstep: Class 2 contains 151685 members 
Entering Unmasked Estep 
Score: -22582556.000000 Penalty: 3962.286133
	Iteration 21Q: 3 clusters Score -2.258256e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41927 members 
Mstep: Class 2 contains 155209 members 
Entering Unmasked Estep 
Score: -22583188.000000 Penalty: 3962.286133
	Iteration 22Q: 3 clusters Score -2.258319e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38343 members 
Mstep: Class 2 contains 158793 members 
Entering Unmasked Estep 
Score: -22583972.000000 Penalty: 3962.286133
	Iteration 23Q: 3 clusters Score -2.258397e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34696 members 
Mstep: Class 2 contains 162440 members 
Entering Unmasked Estep 
Score: -22584816.000000 Penalty: 3962.286133
	Iteration 24Q: 3 clusters Score -2.258482e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 166184 members 
Entering Unmasked Estep 
Score: -22585444.000000 Penalty: 3962.286133
	Iteration 25Q: 3 clusters Score -2.258544e+07 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 170209 members 
Entering Unmasked Estep 
Score: -22586038.000000 Penalty: 3962.286133
	Iteration 26Q: 3 clusters Score -2.258604e+07 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 174320 members 
Entering Unmasked Estep 
Score: -22586342.000000 Penalty: 3962.286133
	Iteration 27Q: 3 clusters Score -2.258634e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 178196 members 
Entering Unmasked Estep 
Score: -22586714.000000 Penalty: 3962.286133
	Iteration 28Q: 3 clusters Score -2.258671e+07 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 181725 members 
Entering Unmasked Estep 
Score: -22587004.000000 Penalty: 3962.286133
	Iteration 29Q: 3 clusters Score -2.2587e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 184978 members 
Entering Unmasked Estep 
Score: -22588144.000000 Penalty: 3962.286133
	Iteration 30Q: 3 clusters Score -2.258814e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 188107 members 
Entering Unmasked Estep 
Score: -22588480.000000 Penalty: 3962.286133
	Iteration 31Q: 3 clusters Score -2.258848e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 190843 members 
Entering Unmasked Estep 
Score: -22588186.000000 Penalty: 3962.286133
	Iteration 32Q: 3 clusters Score -2.258819e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 193034 members 
Entering Unmasked Estep 
Score: -22587652.000000 Penalty: 3962.286133
	Iteration 33Q: 3 clusters Score -2.258765e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 194549 members 
Entering Unmasked Estep 
Score: -22587322.000000 Penalty: 3962.286133
	Iteration 34Q: 3 clusters Score -2.258732e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 195531 members 
Entering Unmasked Estep 
Score: -22587002.000000 Penalty: 3962.286133
	Iteration 35Q: 3 clusters Score -2.2587e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 196142 members 
Entering Unmasked Estep 
Score: -22586816.000000 Penalty: 3962.286133
	Iteration 36Q: 3 clusters Score -2.258682e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 196489 members 
Entering Unmasked Estep 
Score: -22586672.000000 Penalty: 3962.286133
	Iteration 37Q: 3 clusters Score -2.258667e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 196655 members 
Entering Unmasked Estep 
Score: -22586690.000000 Penalty: 3962.286133
	Iteration 38Q: 3 clusters Score -2.258669e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 196736 members 
Entering Unmasked Estep 
Score: -22586688.000000 Penalty: 3962.286133
	Iteration 39Q: 3 clusters Score -2.258669e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 196775 members 
Entering Unmasked Estep 
Score: -22586692.000000 Penalty: 3962.286133
	Iteration 40F: 3 clusters Score -2.258669e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 196802 members 
Entering Unmasked Estep 
Score: -22586658.000000 Penalty: 3962.286133
	Iteration 41Q: 3 clusters Score -2.258666e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 196819 members 
Entering Unmasked Estep 
Score: -22586662.000000 Penalty: 3962.286133
	Iteration 42Q: 3 clusters Score -2.258666e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 196832 members 
Entering Unmasked Estep 
Score: -22586688.000000 Penalty: 3962.286133
	Iteration 43Q: 3 clusters Score -2.258669e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 196842 members 
Entering Unmasked Estep 
Score: -22586690.000000 Penalty: 3962.286133
	Iteration 44Q: 3 clusters Score -2.258669e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 196849 members 
Entering Unmasked Estep 
Score: -22586690.000000 Penalty: 3962.286133
	Iteration 45Q: 3 clusters Score -2.258669e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 196858 members 
Entering Unmasked Estep 
Score: -22586694.000000 Penalty: 3962.286133
	Iteration 46Q: 3 clusters Score -2.258669e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 196863 members 
Entering Unmasked Estep 
Score: -22586712.000000 Penalty: 3962.286133
	Iteration 47Q: 3 clusters Score -2.258671e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 196869 members 
Entering Unmasked Estep 
Score: -22586710.000000 Penalty: 3962.286133
	Iteration 48Q: 3 clusters Score -2.258671e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 196872 members 
Entering Unmasked Estep 
Score: -22586718.000000 Penalty: 3962.286133
	Iteration 49Q: 3 clusters Score -2.258672e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 196874 members 
Entering Unmasked Estep 
Score: -22586720.000000 Penalty: 3962.286133
	Iteration 50Q: 3 clusters Score -2.258672e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 196875 members 
Entering Unmasked Estep 
Score: -22586722.000000 Penalty: 3962.286133
	Iteration 51Q: 3 clusters Score -2.258672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 196878 members 
Entering Unmasked Estep 
Score: -22586734.000000 Penalty: 3962.286133
	Iteration 52Q: 3 clusters Score -2.258673e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 196877 members 
Entering Unmasked Estep 
Score: -22586738.000000 Penalty: 3962.286133
	Iteration 53Q: 3 clusters Score -2.258674e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 196878 members 
Entering Unmasked Estep 
Score: -22586734.000000 Penalty: 3962.286133
	Iteration 54Q: 3 clusters Score -2.258673e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 196880 members 
Entering Unmasked Estep 
Score: -22586736.000000 Penalty: 3962.286133
	Iteration 55Q: 3 clusters Score -2.258674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 196883 members 
Entering Unmasked Estep 
Score: -22586742.000000 Penalty: 3962.286133
	Iteration 56Q: 3 clusters Score -2.258674e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 196883 members 
Entering Unmasked Estep 
Score: -22586742.000000 Penalty: 3962.286133
	Iteration 57F: 3 clusters Score -2.258674e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (79208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79208 members 
Entering Unmasked Estep 
Score: -9435420.000000 Penalty: 1832.972778
	Iteration 0F: 2 clusters Score -9435420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39765 members 
Mstep: Class 2 contains 39443 members 
Entering Unmasked Estep 
Score: -9382734.000000 Penalty: 3665.945557
	Iteration 0F: 3 clusters Score -9382734 nChanged 37616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42567 members 
Mstep: Class 2 contains 36641 members 
Entering Unmasked Estep 
Score: -9405211.000000 Penalty: 3665.945557
	Iteration 1F: 3 clusters Score -9405211 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44581 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -9406712.000000 Penalty: 3665.945557
	Iteration 2Q: 3 clusters Score -9406712 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47464 members 
Mstep: Class 2 contains 31744 members 
Entering Unmasked Estep 
Score: -9408953.000000 Penalty: 3665.945557
	Iteration 3F: 3 clusters Score -9408953 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51141 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
Score: -9411952.000000 Penalty: 3665.945557
	Iteration 4F: 3 clusters Score -9411952 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55481 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -9415466.000000 Penalty: 3665.945557
	Iteration 5F: 3 clusters Score -9415466 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60266 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -9419413.000000 Penalty: 3665.945557
	Iteration 6F: 3 clusters Score -9419413 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64979 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -9423414.000000 Penalty: 3665.945557
	Iteration 7F: 3 clusters Score -9423414 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69234 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -9426961.000000 Penalty: 3665.945557
	Iteration 8F: 3 clusters Score -9426961 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72708 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -9429780.000000 Penalty: 3665.945557
	Iteration 9Q: 3 clusters Score -9429780 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75087 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -9431561.000000 Penalty: 3665.945557
	Iteration 10Q: 3 clusters Score -9431561 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76523 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -9432524.000000 Penalty: 3665.945557
	Iteration 11Q: 3 clusters Score -9432524 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77407 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -9433086.000000 Penalty: 3665.945557
	Iteration 12Q: 3 clusters Score -9433086 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77944 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -9433390.000000 Penalty: 3665.945557
	Iteration 13Q: 3 clusters Score -9433390 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78275 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -9433621.000000 Penalty: 3665.945557
	Iteration 14Q: 3 clusters Score -9433621 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78484 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -9433739.000000 Penalty: 3665.945557
	Iteration 15Q: 3 clusters Score -9433739 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78613 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -9433797.000000 Penalty: 3665.945557
	Iteration 16Q: 3 clusters Score -9433797 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78687 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -9433838.000000 Penalty: 3665.945557
	Iteration 17Q: 3 clusters Score -9433838 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78722 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -9433850.000000 Penalty: 3665.945557
	Iteration 18Q: 3 clusters Score -9433850 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78743 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -9433860.000000 Penalty: 3665.945557
	Iteration 19Q: 3 clusters Score -9433860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78750 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -9433865.000000 Penalty: 3665.945557
	Iteration 20F: 3 clusters Score -9433865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78758 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -9433864.000000 Penalty: 3665.945557
	Iteration 21Q: 3 clusters Score -9433864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78767 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -9433865.000000 Penalty: 3665.945557
	Iteration 22Q: 3 clusters Score -9433865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78773 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -9433878.000000 Penalty: 3665.945557
	Iteration 23Q: 3 clusters Score -9433878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78780 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -9433876.000000 Penalty: 3665.945557
	Iteration 24Q: 3 clusters Score -9433876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78783 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -9433878.000000 Penalty: 3665.945557
	Iteration 25Q: 3 clusters Score -9433878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78787 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -9433889.000000 Penalty: 3665.945557
	Iteration 26Q: 3 clusters Score -9433889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78789 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -9433885.000000 Penalty: 3665.945557
	Iteration 27Q: 3 clusters Score -9433885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78792 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -9433885.000000 Penalty: 3665.945557
	Iteration 28Q: 3 clusters Score -9433885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78797 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -9433895.000000 Penalty: 3665.945557
	Iteration 29Q: 3 clusters Score -9433895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78797 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -9433886.000000 Penalty: 3665.945557
	Iteration 30Q: 3 clusters Score -9433886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78802 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -9433886.000000 Penalty: 3665.945557
	Iteration 31Q: 3 clusters Score -9433886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78803 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -9433892.000000 Penalty: 3665.945557
	Iteration 32Q: 3 clusters Score -9433892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78803 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -9433891.000000 Penalty: 3665.945557
	Iteration 33Q: 3 clusters Score -9433891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78804 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -9433897.000000 Penalty: 3665.945557
	Iteration 34Q: 3 clusters Score -9433897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78805 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -9433902.000000 Penalty: 3665.945557
	Iteration 35Q: 3 clusters Score -9433902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78805 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -9433894.000000 Penalty: 3665.945557
	Iteration 36Q: 3 clusters Score -9433894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78808 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -9433899.000000 Penalty: 3665.945557
	Iteration 37Q: 3 clusters Score -9433899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78810 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -9433895.000000 Penalty: 3665.945557
	Iteration 38Q: 3 clusters Score -9433895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78812 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -9433897.000000 Penalty: 3665.945557
	Iteration 39Q: 3 clusters Score -9433897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78812 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -9433897.000000 Penalty: 3665.945557
	Iteration 40F: 3 clusters Score -9433897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Entering Unmasked Estep 
Score: -1024127.875000 Penalty: 1476.644287
	Iteration 0F: 2 clusters Score -1024128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1017715.375000 Penalty: 2953.288574
	Iteration 0F: 3 clusters Score -1017715 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1019690.875000 Penalty: 2953.288574
	Iteration 1F: 3 clusters Score -1019691 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1019923.875000 Penalty: 2953.288574
	Iteration 2F: 3 clusters Score -1019924 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1020070.750000 Penalty: 2953.288574
	Iteration 3Q: 3 clusters Score -1020071 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1020193.625000 Penalty: 2953.288574
	Iteration 4Q: 3 clusters Score -1020194 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1020320.687500 Penalty: 2953.288574
	Iteration 5Q: 3 clusters Score -1020321 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1020465.875000 Penalty: 2953.288574
	Iteration 6Q: 3 clusters Score -1020466 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1020649.750000 Penalty: 2953.288574
	Iteration 7Q: 3 clusters Score -1020650 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1020851.312500 Penalty: 2953.288574
	Iteration 8Q: 3 clusters Score -1020851 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1021111.375000 Penalty: 2953.288574
	Iteration 9Q: 3 clusters Score -1021111 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1021401.750000 Penalty: 2953.288574
	Iteration 10Q: 3 clusters Score -1021402 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1021710.187500 Penalty: 2953.288574
	Iteration 11Q: 3 clusters Score -1021710 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1022032.500000 Penalty: 2953.288574
	Iteration 12Q: 3 clusters Score -1022032 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1022288.500000 Penalty: 2953.288574
	Iteration 13Q: 3 clusters Score -1022288 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1022452.250000 Penalty: 2953.288574
	Iteration 14Q: 3 clusters Score -1022452 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1022572.375000 Penalty: 2953.288574
	Iteration 15Q: 3 clusters Score -1022572 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1022659.187500 Penalty: 2953.288574
	Iteration 16Q: 3 clusters Score -1022659 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1022721.250000 Penalty: 2953.288574
	Iteration 17Q: 3 clusters Score -1022721 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1022756.812500 Penalty: 2953.288574
	Iteration 18Q: 3 clusters Score -1022757 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1022786.937500 Penalty: 2953.288574
	Iteration 19Q: 3 clusters Score -1022787 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1022811.125000 Penalty: 2953.288574
	Iteration 20F: 3 clusters Score -1022811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1022830.937500 Penalty: 2953.288574
	Iteration 21Q: 3 clusters Score -1022831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1022850.562500 Penalty: 2953.288574
	Iteration 22Q: 3 clusters Score -1022851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1022858.375000 Penalty: 2953.288574
	Iteration 23Q: 3 clusters Score -1022858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1022864.000000 Penalty: 2953.288574
	Iteration 24Q: 3 clusters Score -1022864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1022867.937500 Penalty: 2953.288574
	Iteration 25Q: 3 clusters Score -1022868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1022870.812500 Penalty: 2953.288574
	Iteration 26Q: 3 clusters Score -1022871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1022874.000000 Penalty: 2953.288574
	Iteration 27Q: 3 clusters Score -1022874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1022877.250000 Penalty: 2953.288574
	Iteration 28Q: 3 clusters Score -1022877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1022877.250000 Penalty: 2953.288574
	Iteration 29F: 3 clusters Score -1022877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Entering Unmasked Estep 
Score: -2047314.250000 Penalty: 1583.012451
	Iteration 0F: 2 clusters Score -2047314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -2035552.875000 Penalty: 3166.024902
	Iteration 0F: 3 clusters Score -2035553 nChanged 7658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -2039659.750000 Penalty: 3166.024902
	Iteration 1F: 3 clusters Score -2039660 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -2039930.000000 Penalty: 3166.024902
	Iteration 2F: 3 clusters Score -2039930 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -2040160.375000 Penalty: 3166.024902
	Iteration 3Q: 3 clusters Score -2040160 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -2040366.250000 Penalty: 3166.024902
	Iteration 4Q: 3 clusters Score -2040366 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -2040593.875000 Penalty: 3166.024902
	Iteration 5Q: 3 clusters Score -2040594 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -2040845.125000 Penalty: 3166.024902
	Iteration 6Q: 3 clusters Score -2040845 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -2041146.375000 Penalty: 3166.024902
	Iteration 7Q: 3 clusters Score -2041146 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -2041680.875000 Penalty: 3166.024902
	Iteration 8Q: 3 clusters Score -2041681 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -2042670.125000 Penalty: 3166.024902
	Iteration 9F: 3 clusters Score -2042670 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -2043952.875000 Penalty: 3166.024902
	Iteration 10F: 3 clusters Score -2043953 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -2044823.375000 Penalty: 3166.024902
	Iteration 11F: 3 clusters Score -2044823 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -2045134.625000 Penalty: 3166.024902
	Iteration 12Q: 3 clusters Score -2045135 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -2045279.500000 Penalty: 3166.024902
	Iteration 13Q: 3 clusters Score -2045280 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -2045367.250000 Penalty: 3166.024902
	Iteration 14Q: 3 clusters Score -2045367 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -2045441.125000 Penalty: 3166.024902
	Iteration 15Q: 3 clusters Score -2045441 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -2045490.125000 Penalty: 3166.024902
	Iteration 16Q: 3 clusters Score -2045490 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -2045525.875000 Penalty: 3166.024902
	Iteration 17Q: 3 clusters Score -2045526 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -2045553.750000 Penalty: 3166.024902
	Iteration 18Q: 3 clusters Score -2045554 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -2045568.375000 Penalty: 3166.024902
	Iteration 19Q: 3 clusters Score -2045568 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -2045583.875000 Penalty: 3166.024902
	Iteration 20F: 3 clusters Score -2045584 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -2045596.250000 Penalty: 3166.024902
	Iteration 21Q: 3 clusters Score -2045596 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -2045600.500000 Penalty: 3166.024902
	Iteration 22Q: 3 clusters Score -2045600 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -2045607.625000 Penalty: 3166.024902
	Iteration 23Q: 3 clusters Score -2045608 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -2045621.000000 Penalty: 3166.024902
	Iteration 24Q: 3 clusters Score -2045621 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -2045623.750000 Penalty: 3166.024902
	Iteration 25Q: 3 clusters Score -2045624 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -2045633.250000 Penalty: 3166.024902
	Iteration 26Q: 3 clusters Score -2045633 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -2045631.250000 Penalty: 3166.024902
	Iteration 27Q: 3 clusters Score -2045631 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -2045641.625000 Penalty: 3166.024902
	Iteration 28Q: 3 clusters Score -2045642 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -2045642.375000 Penalty: 3166.024902
	Iteration 29Q: 3 clusters Score -2045642 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -2045645.500000 Penalty: 3166.024902
	Iteration 30Q: 3 clusters Score -2045646 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -2045651.375000 Penalty: 3166.024902
	Iteration 31Q: 3 clusters Score -2045651 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -2045653.625000 Penalty: 3166.024902
	Iteration 32Q: 3 clusters Score -2045654 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -2045660.125000 Penalty: 3166.024902
	Iteration 33Q: 3 clusters Score -2045660 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -2045670.125000 Penalty: 3166.024902
	Iteration 34Q: 3 clusters Score -2045670 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -2045679.625000 Penalty: 3166.024902
	Iteration 35Q: 3 clusters Score -2045680 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -2045683.250000 Penalty: 3166.024902
	Iteration 36Q: 3 clusters Score -2045683 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -2045690.125000 Penalty: 3166.024902
	Iteration 37Q: 3 clusters Score -2045690 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -2045693.500000 Penalty: 3166.024902
	Iteration 38Q: 3 clusters Score -2045694 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -2045693.500000 Penalty: 3166.024902
	Iteration 39Q: 3 clusters Score -2045694 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -2045695.250000 Penalty: 3166.024902
	Iteration 40F: 3 clusters Score -2045695 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -2045696.875000 Penalty: 3166.024902
	Iteration 41Q: 3 clusters Score -2045697 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -2045697.000000 Penalty: 3166.024902
	Iteration 42Q: 3 clusters Score -2045697 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -2045696.500000 Penalty: 3166.024902
	Iteration 43Q: 3 clusters Score -2045696 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -2045702.000000 Penalty: 3166.024902
	Iteration 44Q: 3 clusters Score -2045702 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -2045702.375000 Penalty: 3166.024902
	Iteration 45Q: 3 clusters Score -2045702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -2045705.875000 Penalty: 3166.024902
	Iteration 46Q: 3 clusters Score -2045706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -2045707.125000 Penalty: 3166.024902
	Iteration 47Q: 3 clusters Score -2045707 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -2045711.250000 Penalty: 3166.024902
	Iteration 48Q: 3 clusters Score -2045711 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -2045710.375000 Penalty: 3166.024902
	Iteration 49Q: 3 clusters Score -2045710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -2045710.250000 Penalty: 3166.024902
	Iteration 50Q: 3 clusters Score -2045710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -2045708.000000 Penalty: 3166.024902
	Iteration 51Q: 3 clusters Score -2045708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -2045706.625000 Penalty: 3166.024902
	Iteration 52Q: 3 clusters Score -2045707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -2045710.000000 Penalty: 3166.024902
	Iteration 53Q: 3 clusters Score -2045710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -2045710.750000 Penalty: 3166.024902
	Iteration 54Q: 3 clusters Score -2045711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -2045709.125000 Penalty: 3166.024902
	Iteration 55Q: 3 clusters Score -2045709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -2045710.875000 Penalty: 3166.024902
	Iteration 56Q: 3 clusters Score -2045711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -2045710.875000 Penalty: 3166.024902
	Iteration 57F: 3 clusters Score -2045711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (35681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35681 members 
Entering Unmasked Estep 
Score: -3919994.250000 Penalty: 1703.385620
	Iteration 0F: 2 clusters Score -3919994 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 17832 members 
Entering Unmasked Estep 
Score: -3896131.750000 Penalty: 3406.771240
	Iteration 0F: 3 clusters Score -3896132 nChanged 16473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -3905656.750000 Penalty: 3406.771240
	Iteration 1F: 3 clusters Score -3905657 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -3906313.250000 Penalty: 3406.771240
	Iteration 2Q: 3 clusters Score -3906313 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -3907178.250000 Penalty: 3406.771240
	Iteration 3Q: 3 clusters Score -3907178 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -3908139.500000 Penalty: 3406.771240
	Iteration 4F: 3 clusters Score -3908140 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -3909284.250000 Penalty: 3406.771240
	Iteration 5F: 3 clusters Score -3909284 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -3910603.000000 Penalty: 3406.771240
	Iteration 6F: 3 clusters Score -3910603 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -3911936.750000 Penalty: 3406.771240
	Iteration 7F: 3 clusters Score -3911937 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -3913266.750000 Penalty: 3406.771240
	Iteration 8F: 3 clusters Score -3913267 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -3914195.250000 Penalty: 3406.771240
	Iteration 9Q: 3 clusters Score -3914195 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -3914734.750000 Penalty: 3406.771240
	Iteration 10Q: 3 clusters Score -3914735 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -3915015.500000 Penalty: 3406.771240
	Iteration 11Q: 3 clusters Score -3915016 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -3915202.750000 Penalty: 3406.771240
	Iteration 12Q: 3 clusters Score -3915203 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -3915344.500000 Penalty: 3406.771240
	Iteration 13Q: 3 clusters Score -3915344 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -3915483.500000 Penalty: 3406.771240
	Iteration 14Q: 3 clusters Score -3915484 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -3915600.000000 Penalty: 3406.771240
	Iteration 15Q: 3 clusters Score -3915600 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -3915735.500000 Penalty: 3406.771240
	Iteration 16Q: 3 clusters Score -3915736 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -3915848.250000 Penalty: 3406.771240
	Iteration 17Q: 3 clusters Score -3915848 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23509 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -3915989.000000 Penalty: 3406.771240
	Iteration 18Q: 3 clusters Score -3915989 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -3916114.000000 Penalty: 3406.771240
	Iteration 19Q: 3 clusters Score -3916114 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -3916239.750000 Penalty: 3406.771240
	Iteration 20F: 3 clusters Score -3916240 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -3916362.500000 Penalty: 3406.771240
	Iteration 21Q: 3 clusters Score -3916362 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -3916482.250000 Penalty: 3406.771240
	Iteration 22Q: 3 clusters Score -3916482 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -3916593.750000 Penalty: 3406.771240
	Iteration 23Q: 3 clusters Score -3916594 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -3916722.500000 Penalty: 3406.771240
	Iteration 24Q: 3 clusters Score -3916722 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -3916839.750000 Penalty: 3406.771240
	Iteration 25Q: 3 clusters Score -3916840 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -3916942.750000 Penalty: 3406.771240
	Iteration 26Q: 3 clusters Score -3916943 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -3917047.250000 Penalty: 3406.771240
	Iteration 27Q: 3 clusters Score -3917047 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -3917147.000000 Penalty: 3406.771240
	Iteration 28Q: 3 clusters Score -3917147 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -3917275.500000 Penalty: 3406.771240
	Iteration 29Q: 3 clusters Score -3917276 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27950 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -3917374.250000 Penalty: 3406.771240
	Iteration 30Q: 3 clusters Score -3917374 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28291 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -3917491.750000 Penalty: 3406.771240
	Iteration 31Q: 3 clusters Score -3917492 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -3917591.250000 Penalty: 3406.771240
	Iteration 32Q: 3 clusters Score -3917591 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -3917680.250000 Penalty: 3406.771240
	Iteration 33Q: 3 clusters Score -3917680 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -3917757.500000 Penalty: 3406.771240
	Iteration 34Q: 3 clusters Score -3917758 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -3917855.750000 Penalty: 3406.771240
	Iteration 35Q: 3 clusters Score -3917856 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29795 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -3917942.750000 Penalty: 3406.771240
	Iteration 36Q: 3 clusters Score -3917943 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30075 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -3918039.250000 Penalty: 3406.771240
	Iteration 37Q: 3 clusters Score -3918039 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30362 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -3918131.000000 Penalty: 3406.771240
	Iteration 38Q: 3 clusters Score -3918131 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -3918208.500000 Penalty: 3406.771240
	Iteration 39Q: 3 clusters Score -3918208 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -3918269.000000 Penalty: 3406.771240
	Iteration 40F: 3 clusters Score -3918269 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -3918323.250000 Penalty: 3406.771240
	Iteration 41Q: 3 clusters Score -3918323 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -3918383.250000 Penalty: 3406.771240
	Iteration 42Q: 3 clusters Score -3918383 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -3918425.500000 Penalty: 3406.771240
	Iteration 43Q: 3 clusters Score -3918426 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31636 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -3918475.000000 Penalty: 3406.771240
	Iteration 44Q: 3 clusters Score -3918475 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -3918509.000000 Penalty: 3406.771240
	Iteration 45Q: 3 clusters Score -3918509 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31951 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -3918549.000000 Penalty: 3406.771240
	Iteration 46Q: 3 clusters Score -3918549 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32073 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -3918577.000000 Penalty: 3406.771240
	Iteration 47Q: 3 clusters Score -3918577 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -3918607.750000 Penalty: 3406.771240
	Iteration 48Q: 3 clusters Score -3918608 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32307 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -3918634.000000 Penalty: 3406.771240
	Iteration 49Q: 3 clusters Score -3918634 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32431 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -3918671.250000 Penalty: 3406.771240
	Iteration 50Q: 3 clusters Score -3918671 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32534 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -3918692.500000 Penalty: 3406.771240
	Iteration 51Q: 3 clusters Score -3918692 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32646 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -3918711.250000 Penalty: 3406.771240
	Iteration 52Q: 3 clusters Score -3918711 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32741 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -3918739.000000 Penalty: 3406.771240
	Iteration 53Q: 3 clusters Score -3918739 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32820 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -3918753.500000 Penalty: 3406.771240
	Iteration 54Q: 3 clusters Score -3918754 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32889 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -3918766.750000 Penalty: 3406.771240
	Iteration 55Q: 3 clusters Score -3918767 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32949 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -3918768.750000 Penalty: 3406.771240
	Iteration 56Q: 3 clusters Score -3918769 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33013 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -3918784.500000 Penalty: 3406.771240
	Iteration 57Q: 3 clusters Score -3918784 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -3918784.000000 Penalty: 3406.771240
	Iteration 58Q: 3 clusters Score -3918784 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33123 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -3918816.250000 Penalty: 3406.771240
	Iteration 59Q: 3 clusters Score -3918816 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33167 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -3918820.250000 Penalty: 3406.771240
	Iteration 60F: 3 clusters Score -3918820 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33201 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -3918829.500000 Penalty: 3406.771240
	Iteration 61Q: 3 clusters Score -3918830 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33233 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -3918826.000000 Penalty: 3406.771240
	Iteration 62Q: 3 clusters Score -3918826 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33262 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -3918842.750000 Penalty: 3406.771240
	Iteration 63Q: 3 clusters Score -3918843 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33294 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -3918839.750000 Penalty: 3406.771240
	Iteration 64Q: 3 clusters Score -3918840 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -3918851.750000 Penalty: 3406.771240
	Iteration 65Q: 3 clusters Score -3918852 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33351 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -3918854.000000 Penalty: 3406.771240
	Iteration 66Q: 3 clusters Score -3918854 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33376 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -3918858.250000 Penalty: 3406.771240
	Iteration 67Q: 3 clusters Score -3918858 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33401 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -3918863.750000 Penalty: 3406.771240
	Iteration 68Q: 3 clusters Score -3918864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33416 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -3918870.000000 Penalty: 3406.771240
	Iteration 69Q: 3 clusters Score -3918870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -3918869.000000 Penalty: 3406.771240
	Iteration 70Q: 3 clusters Score -3918869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33438 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -3918872.250000 Penalty: 3406.771240
	Iteration 71Q: 3 clusters Score -3918872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33447 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -3918870.000000 Penalty: 3406.771240
	Iteration 72Q: 3 clusters Score -3918870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33457 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -3918871.500000 Penalty: 3406.771240
	Iteration 73Q: 3 clusters Score -3918872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -3918875.000000 Penalty: 3406.771240
	Iteration 74Q: 3 clusters Score -3918875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33472 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -3918880.750000 Penalty: 3406.771240
	Iteration 75Q: 3 clusters Score -3918881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33480 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -3918883.750000 Penalty: 3406.771240
	Iteration 76Q: 3 clusters Score -3918884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33487 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -3918886.500000 Penalty: 3406.771240
	Iteration 77Q: 3 clusters Score -3918886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33492 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -3918886.750000 Penalty: 3406.771240
	Iteration 78Q: 3 clusters Score -3918887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33503 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -3918891.750000 Penalty: 3406.771240
	Iteration 79Q: 3 clusters Score -3918892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33513 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -3918894.750000 Penalty: 3406.771240
	Iteration 80F: 3 clusters Score -3918895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33522 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -3918890.000000 Penalty: 3406.771240
	Iteration 81Q: 3 clusters Score -3918890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -3918893.250000 Penalty: 3406.771240
	Iteration 82Q: 3 clusters Score -3918893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33537 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -3918894.250000 Penalty: 3406.771240
	Iteration 83Q: 3 clusters Score -3918894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33543 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -3918893.250000 Penalty: 3406.771240
	Iteration 84Q: 3 clusters Score -3918893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33548 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -3918895.250000 Penalty: 3406.771240
	Iteration 85Q: 3 clusters Score -3918895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33552 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -3918895.250000 Penalty: 3406.771240
	Iteration 86Q: 3 clusters Score -3918895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33558 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -3918901.250000 Penalty: 3406.771240
	Iteration 87Q: 3 clusters Score -3918901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -3918899.750000 Penalty: 3406.771240
	Iteration 88Q: 3 clusters Score -3918900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -3918900.250000 Penalty: 3406.771240
	Iteration 89Q: 3 clusters Score -3918900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33571 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -3918897.250000 Penalty: 3406.771240
	Iteration 90Q: 3 clusters Score -3918897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -3918897.000000 Penalty: 3406.771240
	Iteration 91Q: 3 clusters Score -3918897 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -3918902.000000 Penalty: 3406.771240
	Iteration 92Q: 3 clusters Score -3918902 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33613 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -3918902.750000 Penalty: 3406.771240
	Iteration 93Q: 3 clusters Score -3918903 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -3918908.250000 Penalty: 3406.771240
	Iteration 94Q: 3 clusters Score -3918908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3918911.500000 Penalty: 3406.771240
	Iteration 95Q: 3 clusters Score -3918912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33655 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -3918909.000000 Penalty: 3406.771240
	Iteration 96Q: 3 clusters Score -3918909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -3918908.750000 Penalty: 3406.771240
	Iteration 97Q: 3 clusters Score -3918909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33674 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -3918910.500000 Penalty: 3406.771240
	Iteration 98Q: 3 clusters Score -3918910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33680 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -3918909.750000 Penalty: 3406.771240
	Iteration 99Q: 3 clusters Score -3918910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33684 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3918910.500000 Penalty: 3406.771240
	Iteration 100F: 3 clusters Score -3918910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -3918913.750000 Penalty: 3406.771240
	Iteration 101Q: 3 clusters Score -3918914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33692 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -3918914.000000 Penalty: 3406.771240
	Iteration 102Q: 3 clusters Score -3918914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33695 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -3918912.500000 Penalty: 3406.771240
	Iteration 103Q: 3 clusters Score -3918912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -3918916.000000 Penalty: 3406.771240
	Iteration 104Q: 3 clusters Score -3918916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33709 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -3918915.500000 Penalty: 3406.771240
	Iteration 105Q: 3 clusters Score -3918916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33714 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -3918913.500000 Penalty: 3406.771240
	Iteration 106Q: 3 clusters Score -3918914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33715 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -3918914.250000 Penalty: 3406.771240
	Iteration 107Q: 3 clusters Score -3918914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33716 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -3918911.750000 Penalty: 3406.771240
	Iteration 108Q: 3 clusters Score -3918912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33716 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -3918911.750000 Penalty: 3406.771240
	Iteration 109F: 3 clusters Score -3918912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (78885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78885 members 
Entering Unmasked Estep 
Score: -8955771.000000 Penalty: 1832.308838
	Iteration 0F: 2 clusters Score -8955771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39557 members 
Mstep: Class 2 contains 39328 members 
Entering Unmasked Estep 
Score: -8902941.000000 Penalty: 3664.617676
	Iteration 0F: 3 clusters Score -8902941 nChanged 37602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40231 members 
Mstep: Class 2 contains 38654 members 
Entering Unmasked Estep 
Score: -8924550.000000 Penalty: 3664.617676
	Iteration 1F: 3 clusters Score -8924550 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40425 members 
Mstep: Class 2 contains 38460 members 
Entering Unmasked Estep 
Score: -8925229.000000 Penalty: 3664.617676
	Iteration 2Q: 3 clusters Score -8925229 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40635 members 
Mstep: Class 2 contains 38250 members 
Entering Unmasked Estep 
Score: -8925992.000000 Penalty: 3664.617676
	Iteration 3Q: 3 clusters Score -8925992 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41032 members 
Mstep: Class 2 contains 37853 members 
Entering Unmasked Estep 
Score: -8926721.000000 Penalty: 3664.617676
	Iteration 4Q: 3 clusters Score -8926721 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41644 members 
Mstep: Class 2 contains 37241 members 
Entering Unmasked Estep 
Score: -8927574.000000 Penalty: 3664.617676
	Iteration 5Q: 3 clusters Score -8927574 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42560 members 
Mstep: Class 2 contains 36325 members 
Entering Unmasked Estep 
Score: -8928669.000000 Penalty: 3664.617676
	Iteration 6Q: 3 clusters Score -8928669 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43850 members 
Mstep: Class 2 contains 35035 members 
Entering Unmasked Estep 
Score: -8930107.000000 Penalty: 3664.617676
	Iteration 7Q: 3 clusters Score -8930107 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45564 members 
Mstep: Class 2 contains 33321 members 
Entering Unmasked Estep 
Score: -8931998.000000 Penalty: 3664.617676
	Iteration 8Q: 3 clusters Score -8931998 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47698 members 
Mstep: Class 2 contains 31187 members 
Entering Unmasked Estep 
Score: -8934627.000000 Penalty: 3664.617676
	Iteration 9F: 3 clusters Score -8934627 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49842 members 
Mstep: Class 2 contains 29043 members 
Entering Unmasked Estep 
Score: -8937485.000000 Penalty: 3664.617676
	Iteration 10F: 3 clusters Score -8937485 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51752 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -8939959.000000 Penalty: 3664.617676
	Iteration 11F: 3 clusters Score -8939959 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53257 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -8941417.000000 Penalty: 3664.617676
	Iteration 12Q: 3 clusters Score -8941417 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54513 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -8942274.000000 Penalty: 3664.617676
	Iteration 13Q: 3 clusters Score -8942274 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55741 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -8942805.000000 Penalty: 3664.617676
	Iteration 14Q: 3 clusters Score -8942805 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57028 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -8943181.000000 Penalty: 3664.617676
	Iteration 15Q: 3 clusters Score -8943181 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58324 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -8943611.000000 Penalty: 3664.617676
	Iteration 16Q: 3 clusters Score -8943611 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59704 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -8944046.000000 Penalty: 3664.617676
	Iteration 17Q: 3 clusters Score -8944046 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61059 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -8944531.000000 Penalty: 3664.617676
	Iteration 18Q: 3 clusters Score -8944531 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62488 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -8945077.000000 Penalty: 3664.617676
	Iteration 19Q: 3 clusters Score -8945077 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63958 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -8945698.000000 Penalty: 3664.617676
	Iteration 20F: 3 clusters Score -8945698 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65415 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -8946367.000000 Penalty: 3664.617676
	Iteration 21Q: 3 clusters Score -8946367 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66883 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -8947068.000000 Penalty: 3664.617676
	Iteration 22Q: 3 clusters Score -8947068 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68364 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -8947923.000000 Penalty: 3664.617676
	Iteration 23Q: 3 clusters Score -8947923 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69809 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -8948775.000000 Penalty: 3664.617676
	Iteration 24Q: 3 clusters Score -8948775 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71107 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -8949597.000000 Penalty: 3664.617676
	Iteration 25Q: 3 clusters Score -8949597 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72279 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -8950363.000000 Penalty: 3664.617676
	Iteration 26Q: 3 clusters Score -8950363 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73293 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -8951079.000000 Penalty: 3664.617676
	Iteration 27Q: 3 clusters Score -8951079 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74165 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -8951703.000000 Penalty: 3664.617676
	Iteration 28Q: 3 clusters Score -8951703 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74903 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -8952192.000000 Penalty: 3664.617676
	Iteration 29Q: 3 clusters Score -8952192 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75514 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -8952637.000000 Penalty: 3664.617676
	Iteration 30Q: 3 clusters Score -8952637 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76026 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -8952918.000000 Penalty: 3664.617676
	Iteration 31Q: 3 clusters Score -8952918 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76455 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -8953177.000000 Penalty: 3664.617676
	Iteration 32Q: 3 clusters Score -8953177 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76826 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -8953411.000000 Penalty: 3664.617676
	Iteration 33Q: 3 clusters Score -8953411 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77134 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -8953614.000000 Penalty: 3664.617676
	Iteration 34Q: 3 clusters Score -8953614 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77382 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -8953722.000000 Penalty: 3664.617676
	Iteration 35Q: 3 clusters Score -8953722 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77577 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -8953850.000000 Penalty: 3664.617676
	Iteration 36Q: 3 clusters Score -8953850 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77741 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -8953959.000000 Penalty: 3664.617676
	Iteration 37Q: 3 clusters Score -8953959 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77875 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -8954044.000000 Penalty: 3664.617676
	Iteration 38Q: 3 clusters Score -8954044 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77977 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -8954127.000000 Penalty: 3664.617676
	Iteration 39Q: 3 clusters Score -8954127 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78043 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -8954167.000000 Penalty: 3664.617676
	Iteration 40F: 3 clusters Score -8954167 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78101 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -8954179.000000 Penalty: 3664.617676
	Iteration 41Q: 3 clusters Score -8954179 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78147 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -8954231.000000 Penalty: 3664.617676
	Iteration 42Q: 3 clusters Score -8954231 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78186 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -8954257.000000 Penalty: 3664.617676
	Iteration 43Q: 3 clusters Score -8954257 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78211 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -8954260.000000 Penalty: 3664.617676
	Iteration 44Q: 3 clusters Score -8954260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78224 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -8954266.000000 Penalty: 3664.617676
	Iteration 45Q: 3 clusters Score -8954266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78234 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -8954266.000000 Penalty: 3664.617676
	Iteration 46Q: 3 clusters Score -8954266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78244 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -8954271.000000 Penalty: 3664.617676
	Iteration 47Q: 3 clusters Score -8954271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78255 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -8954277.000000 Penalty: 3664.617676
	Iteration 48Q: 3 clusters Score -8954277 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78266 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -8954298.000000 Penalty: 3664.617676
	Iteration 49Q: 3 clusters Score -8954298 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78283 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -8954312.000000 Penalty: 3664.617676
	Iteration 50Q: 3 clusters Score -8954312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78287 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -8954309.000000 Penalty: 3664.617676
	Iteration 51Q: 3 clusters Score -8954309 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78295 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -8954327.000000 Penalty: 3664.617676
	Iteration 52Q: 3 clusters Score -8954327 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78298 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -8954334.000000 Penalty: 3664.617676
	Iteration 53Q: 3 clusters Score -8954334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78303 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -8954335.000000 Penalty: 3664.617676
	Iteration 54Q: 3 clusters Score -8954335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78314 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -8954338.000000 Penalty: 3664.617676
	Iteration 55Q: 3 clusters Score -8954338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78315 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -8954335.000000 Penalty: 3664.617676
	Iteration 56Q: 3 clusters Score -8954335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78316 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -8954341.000000 Penalty: 3664.617676
	Iteration 57Q: 3 clusters Score -8954341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78319 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -8954348.000000 Penalty: 3664.617676
	Iteration 58Q: 3 clusters Score -8954348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78320 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -8954350.000000 Penalty: 3664.617676
	Iteration 59Q: 3 clusters Score -8954350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78322 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -8954347.000000 Penalty: 3664.617676
	Iteration 60F: 3 clusters Score -8954347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78325 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -8954359.000000 Penalty: 3664.617676
	Iteration 61Q: 3 clusters Score -8954359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78329 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -8954370.000000 Penalty: 3664.617676
	Iteration 62Q: 3 clusters Score -8954370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78330 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -8954367.000000 Penalty: 3664.617676
	Iteration 63Q: 3 clusters Score -8954367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78334 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -8954370.000000 Penalty: 3664.617676
	Iteration 64Q: 3 clusters Score -8954370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78335 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -8954366.000000 Penalty: 3664.617676
	Iteration 65Q: 3 clusters Score -8954366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78336 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -8954367.000000 Penalty: 3664.617676
	Iteration 66Q: 3 clusters Score -8954367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78339 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -8954382.000000 Penalty: 3664.617676
	Iteration 67Q: 3 clusters Score -8954382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78341 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -8954381.000000 Penalty: 3664.617676
	Iteration 68Q: 3 clusters Score -8954381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78342 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -8954380.000000 Penalty: 3664.617676
	Iteration 69Q: 3 clusters Score -8954380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78345 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -8954379.000000 Penalty: 3664.617676
	Iteration 70Q: 3 clusters Score -8954379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78348 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -8954383.000000 Penalty: 3664.617676
	Iteration 71Q: 3 clusters Score -8954383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78353 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -8954390.000000 Penalty: 3664.617676
	Iteration 72Q: 3 clusters Score -8954390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78355 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -8954389.000000 Penalty: 3664.617676
	Iteration 73Q: 3 clusters Score -8954389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78357 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -8954390.000000 Penalty: 3664.617676
	Iteration 74Q: 3 clusters Score -8954390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78356 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -8954390.000000 Penalty: 3664.617676
	Iteration 75Q: 3 clusters Score -8954390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78357 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -8954389.000000 Penalty: 3664.617676
	Iteration 76Q: 3 clusters Score -8954389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78359 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -8954388.000000 Penalty: 3664.617676
	Iteration 77Q: 3 clusters Score -8954388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78362 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -8954391.000000 Penalty: 3664.617676
	Iteration 78Q: 3 clusters Score -8954391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78364 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -8954390.000000 Penalty: 3664.617676
	Iteration 79Q: 3 clusters Score -8954390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78364 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -8954390.000000 Penalty: 3664.617676
	Iteration 80F: 3 clusters Score -8954390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Entering Unmasked Estep 
Score: -1538407.250000 Penalty: 1552.767090
	Iteration 0F: 2 clusters Score -1538407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1528564.625000 Penalty: 3105.534180
	Iteration 0F: 3 clusters Score -1528565 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1532010.500000 Penalty: 3105.534180
	Iteration 1F: 3 clusters Score -1532010 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1532274.000000 Penalty: 3105.534180
	Iteration 2F: 3 clusters Score -1532274 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1532483.500000 Penalty: 3105.534180
	Iteration 3Q: 3 clusters Score -1532484 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1532663.875000 Penalty: 3105.534180
	Iteration 4Q: 3 clusters Score -1532664 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1532840.125000 Penalty: 3105.534180
	Iteration 5Q: 3 clusters Score -1532840 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1533011.625000 Penalty: 3105.534180
	Iteration 6Q: 3 clusters Score -1533012 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1533191.250000 Penalty: 3105.534180
	Iteration 7Q: 3 clusters Score -1533191 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1533366.000000 Penalty: 3105.534180
	Iteration 8Q: 3 clusters Score -1533366 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1533531.000000 Penalty: 3105.534180
	Iteration 9Q: 3 clusters Score -1533531 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1533717.375000 Penalty: 3105.534180
	Iteration 10Q: 3 clusters Score -1533717 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1533937.500000 Penalty: 3105.534180
	Iteration 11Q: 3 clusters Score -1533938 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1534178.250000 Penalty: 3105.534180
	Iteration 12Q: 3 clusters Score -1534178 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1534416.250000 Penalty: 3105.534180
	Iteration 13Q: 3 clusters Score -1534416 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1534650.875000 Penalty: 3105.534180
	Iteration 14Q: 3 clusters Score -1534651 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1534820.625000 Penalty: 3105.534180
	Iteration 15Q: 3 clusters Score -1534821 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1534978.125000 Penalty: 3105.534180
	Iteration 16Q: 3 clusters Score -1534978 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1535118.625000 Penalty: 3105.534180
	Iteration 17Q: 3 clusters Score -1535119 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1535204.750000 Penalty: 3105.534180
	Iteration 18Q: 3 clusters Score -1535205 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1535283.875000 Penalty: 3105.534180
	Iteration 19Q: 3 clusters Score -1535284 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1535355.125000 Penalty: 3105.534180
	Iteration 20F: 3 clusters Score -1535355 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1535424.875000 Penalty: 3105.534180
	Iteration 21Q: 3 clusters Score -1535425 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1535487.500000 Penalty: 3105.534180
	Iteration 22Q: 3 clusters Score -1535488 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1535557.375000 Penalty: 3105.534180
	Iteration 23Q: 3 clusters Score -1535557 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1535631.875000 Penalty: 3105.534180
	Iteration 24Q: 3 clusters Score -1535632 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1535716.375000 Penalty: 3105.534180
	Iteration 25Q: 3 clusters Score -1535716 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1535791.000000 Penalty: 3105.534180
	Iteration 26Q: 3 clusters Score -1535791 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1535857.375000 Penalty: 3105.534180
	Iteration 27Q: 3 clusters Score -1535857 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1535913.250000 Penalty: 3105.534180
	Iteration 28Q: 3 clusters Score -1535913 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1535983.625000 Penalty: 3105.534180
	Iteration 29Q: 3 clusters Score -1535984 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1536061.375000 Penalty: 3105.534180
	Iteration 30Q: 3 clusters Score -1536061 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -1536162.875000 Penalty: 3105.534180
	Iteration 31Q: 3 clusters Score -1536163 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -1536247.000000 Penalty: 3105.534180
	Iteration 32Q: 3 clusters Score -1536247 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1536344.625000 Penalty: 3105.534180
	Iteration 33Q: 3 clusters Score -1536345 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1536437.500000 Penalty: 3105.534180
	Iteration 34Q: 3 clusters Score -1536438 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1536527.875000 Penalty: 3105.534180
	Iteration 35Q: 3 clusters Score -1536528 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1536609.625000 Penalty: 3105.534180
	Iteration 36Q: 3 clusters Score -1536610 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -1536690.750000 Penalty: 3105.534180
	Iteration 37Q: 3 clusters Score -1536691 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -1536766.000000 Penalty: 3105.534180
	Iteration 38Q: 3 clusters Score -1536766 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -1536820.625000 Penalty: 3105.534180
	Iteration 39Q: 3 clusters Score -1536821 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -1536867.375000 Penalty: 3105.534180
	Iteration 40F: 3 clusters Score -1536867 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -1536909.750000 Penalty: 3105.534180
	Iteration 41Q: 3 clusters Score -1536910 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -1536953.375000 Penalty: 3105.534180
	Iteration 42Q: 3 clusters Score -1536953 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -1536986.250000 Penalty: 3105.534180
	Iteration 43Q: 3 clusters Score -1536986 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -1537005.500000 Penalty: 3105.534180
	Iteration 44Q: 3 clusters Score -1537006 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -1537016.750000 Penalty: 3105.534180
	Iteration 45Q: 3 clusters Score -1537017 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -1537027.625000 Penalty: 3105.534180
	Iteration 46Q: 3 clusters Score -1537028 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -1537036.375000 Penalty: 3105.534180
	Iteration 47Q: 3 clusters Score -1537036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -1537042.000000 Penalty: 3105.534180
	Iteration 48Q: 3 clusters Score -1537042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -1537046.125000 Penalty: 3105.534180
	Iteration 49Q: 3 clusters Score -1537046 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -1537050.750000 Penalty: 3105.534180
	Iteration 50Q: 3 clusters Score -1537051 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -1537061.250000 Penalty: 3105.534180
	Iteration 51Q: 3 clusters Score -1537061 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -1537066.750000 Penalty: 3105.534180
	Iteration 52Q: 3 clusters Score -1537067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -1537070.250000 Penalty: 3105.534180
	Iteration 53Q: 3 clusters Score -1537070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -1537071.000000 Penalty: 3105.534180
	Iteration 54Q: 3 clusters Score -1537071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -1537076.625000 Penalty: 3105.534180
	Iteration 55Q: 3 clusters Score -1537077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -1537080.750000 Penalty: 3105.534180
	Iteration 56Q: 3 clusters Score -1537081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -1537081.500000 Penalty: 3105.534180
	Iteration 57Q: 3 clusters Score -1537082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -1537082.875000 Penalty: 3105.534180
	Iteration 58Q: 3 clusters Score -1537083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -1537082.000000 Penalty: 3105.534180
	Iteration 59Q: 3 clusters Score -1537082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -1537083.375000 Penalty: 3105.534180
	Iteration 60F: 3 clusters Score -1537083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -1537083.750000 Penalty: 3105.534180
	Iteration 61Q: 3 clusters Score -1537084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -1537084.875000 Penalty: 3105.534180
	Iteration 62Q: 3 clusters Score -1537085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -1537084.375000 Penalty: 3105.534180
	Iteration 63Q: 3 clusters Score -1537084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -1537085.875000 Penalty: 3105.534180
	Iteration 64Q: 3 clusters Score -1537086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -1537091.625000 Penalty: 3105.534180
	Iteration 65Q: 3 clusters Score -1537092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -1537095.125000 Penalty: 3105.534180
	Iteration 66Q: 3 clusters Score -1537095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -1537098.875000 Penalty: 3105.534180
	Iteration 67Q: 3 clusters Score -1537099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -1537110.500000 Penalty: 3105.534180
	Iteration 68Q: 3 clusters Score -1537110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -1537113.625000 Penalty: 3105.534180
	Iteration 69Q: 3 clusters Score -1537114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -1537114.875000 Penalty: 3105.534180
	Iteration 70Q: 3 clusters Score -1537115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -1537114.500000 Penalty: 3105.534180
	Iteration 71Q: 3 clusters Score -1537114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -1537117.250000 Penalty: 3105.534180
	Iteration 72Q: 3 clusters Score -1537117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -1537117.125000 Penalty: 3105.534180
	Iteration 73Q: 3 clusters Score -1537117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -1537122.250000 Penalty: 3105.534180
	Iteration 74Q: 3 clusters Score -1537122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -1537119.500000 Penalty: 3105.534180
	Iteration 75Q: 3 clusters Score -1537120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -1537122.500000 Penalty: 3105.534180
	Iteration 76Q: 3 clusters Score -1537122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -1537122.000000 Penalty: 3105.534180
	Iteration 77Q: 3 clusters Score -1537122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -1537122.375000 Penalty: 3105.534180
	Iteration 78Q: 3 clusters Score -1537122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -1537125.500000 Penalty: 3105.534180
	Iteration 79Q: 3 clusters Score -1537126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -1537128.375000 Penalty: 3105.534180
	Iteration 80F: 3 clusters Score -1537128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -1537129.750000 Penalty: 3105.534180
	Iteration 81Q: 3 clusters Score -1537130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -1537130.625000 Penalty: 3105.534180
	Iteration 82Q: 3 clusters Score -1537131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1537132.250000 Penalty: 3105.534180
	Iteration 83Q: 3 clusters Score -1537132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -1537130.125000 Penalty: 3105.534180
	Iteration 84Q: 3 clusters Score -1537130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -1537130.125000 Penalty: 3105.534180
	Iteration 85F: 3 clusters Score -1537130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (36576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36576 members 
Entering Unmasked Estep 
Score: -4158302.250000 Penalty: 1707.411499
	Iteration 0F: 2 clusters Score -4158302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -4133644.250000 Penalty: 3414.822998
	Iteration 0F: 3 clusters Score -4133644 nChanged 16975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -4143319.750000 Penalty: 3414.822998
	Iteration 1F: 3 clusters Score -4143320 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -4143760.750000 Penalty: 3414.822998
	Iteration 2Q: 3 clusters Score -4143761 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -4144157.250000 Penalty: 3414.822998
	Iteration 3Q: 3 clusters Score -4144157 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -4144586.250000 Penalty: 3414.822998
	Iteration 4Q: 3 clusters Score -4144586 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -4145046.500000 Penalty: 3414.822998
	Iteration 5Q: 3 clusters Score -4145046 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -4145669.500000 Penalty: 3414.822998
	Iteration 6Q: 3 clusters Score -4145670 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -4146448.500000 Penalty: 3414.822998
	Iteration 7Q: 3 clusters Score -4146448 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -4147580.250000 Penalty: 3414.822998
	Iteration 8F: 3 clusters Score -4147580 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -4149104.500000 Penalty: 3414.822998
	Iteration 9F: 3 clusters Score -4149104 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -4150757.750000 Penalty: 3414.822998
	Iteration 10F: 3 clusters Score -4150758 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -4152253.000000 Penalty: 3414.822998
	Iteration 11F: 3 clusters Score -4152253 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -4153392.750000 Penalty: 3414.822998
	Iteration 12Q: 3 clusters Score -4153393 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -4154078.250000 Penalty: 3414.822998
	Iteration 13Q: 3 clusters Score -4154078 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31987 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -4154534.000000 Penalty: 3414.822998
	Iteration 14Q: 3 clusters Score -4154534 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -4154868.750000 Penalty: 3414.822998
	Iteration 15Q: 3 clusters Score -4154869 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33079 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -4155149.500000 Penalty: 3414.822998
	Iteration 16Q: 3 clusters Score -4155150 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33522 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -4155386.500000 Penalty: 3414.822998
	Iteration 17Q: 3 clusters Score -4155386 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33903 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -4155597.750000 Penalty: 3414.822998
	Iteration 18Q: 3 clusters Score -4155598 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -4155795.250000 Penalty: 3414.822998
	Iteration 19Q: 3 clusters Score -4155795 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34572 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -4155968.000000 Penalty: 3414.822998
	Iteration 20F: 3 clusters Score -4155968 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34834 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -4156137.250000 Penalty: 3414.822998
	Iteration 21Q: 3 clusters Score -4156137 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35060 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -4156280.750000 Penalty: 3414.822998
	Iteration 22Q: 3 clusters Score -4156281 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35216 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -4156373.500000 Penalty: 3414.822998
	Iteration 23Q: 3 clusters Score -4156374 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35350 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -4156442.250000 Penalty: 3414.822998
	Iteration 24Q: 3 clusters Score -4156442 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -4156500.500000 Penalty: 3414.822998
	Iteration 25Q: 3 clusters Score -4156500 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -4156557.750000 Penalty: 3414.822998
	Iteration 26Q: 3 clusters Score -4156558 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35609 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -4156598.750000 Penalty: 3414.822998
	Iteration 27Q: 3 clusters Score -4156599 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35675 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -4156641.500000 Penalty: 3414.822998
	Iteration 28Q: 3 clusters Score -4156642 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35726 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -4156666.000000 Penalty: 3414.822998
	Iteration 29Q: 3 clusters Score -4156666 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -4156693.250000 Penalty: 3414.822998
	Iteration 30Q: 3 clusters Score -4156693 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -4156717.750000 Penalty: 3414.822998
	Iteration 31Q: 3 clusters Score -4156718 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35846 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4156748.500000 Penalty: 3414.822998
	Iteration 32Q: 3 clusters Score -4156748 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35875 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4156770.250000 Penalty: 3414.822998
	Iteration 33Q: 3 clusters Score -4156770 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35906 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4156791.500000 Penalty: 3414.822998
	Iteration 34Q: 3 clusters Score -4156792 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35926 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4156807.250000 Penalty: 3414.822998
	Iteration 35Q: 3 clusters Score -4156807 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35949 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4156821.000000 Penalty: 3414.822998
	Iteration 36Q: 3 clusters Score -4156821 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35962 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -4156819.250000 Penalty: 3414.822998
	Iteration 37Q: 3 clusters Score -4156819 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4156829.250000 Penalty: 3414.822998
	Iteration 38Q: 3 clusters Score -4156829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35983 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -4156825.000000 Penalty: 3414.822998
	Iteration 39Q: 3 clusters Score -4156825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -4156824.250000 Penalty: 3414.822998
	Iteration 40F: 3 clusters Score -4156824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Entering Unmasked Estep 
Score: -1053887.125000 Penalty: 1481.319092
	Iteration 0F: 2 clusters Score -1053887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1047278.937500 Penalty: 2962.638184
	Iteration 0F: 3 clusters Score -1047279 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1049489.500000 Penalty: 2962.638184
	Iteration 1F: 3 clusters Score -1049490 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1049870.375000 Penalty: 2962.638184
	Iteration 2F: 3 clusters Score -1049870 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1050248.750000 Penalty: 2962.638184
	Iteration 3F: 3 clusters Score -1050249 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1050604.500000 Penalty: 2962.638184
	Iteration 4F: 3 clusters Score -1050604 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1051005.875000 Penalty: 2962.638184
	Iteration 5F: 3 clusters Score -1051006 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1051459.250000 Penalty: 2962.638184
	Iteration 6F: 3 clusters Score -1051459 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1051829.375000 Penalty: 2962.638184
	Iteration 7F: 3 clusters Score -1051829 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1052104.375000 Penalty: 2962.638184
	Iteration 8Q: 3 clusters Score -1052104 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1052263.500000 Penalty: 2962.638184
	Iteration 9Q: 3 clusters Score -1052264 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1052366.750000 Penalty: 2962.638184
	Iteration 10Q: 3 clusters Score -1052367 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1052430.750000 Penalty: 2962.638184
	Iteration 11Q: 3 clusters Score -1052431 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1052483.875000 Penalty: 2962.638184
	Iteration 12Q: 3 clusters Score -1052484 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1052529.125000 Penalty: 2962.638184
	Iteration 13Q: 3 clusters Score -1052529 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1052563.875000 Penalty: 2962.638184
	Iteration 14Q: 3 clusters Score -1052564 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1052593.000000 Penalty: 2962.638184
	Iteration 15Q: 3 clusters Score -1052593 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1052612.500000 Penalty: 2962.638184
	Iteration 16Q: 3 clusters Score -1052612 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1052637.750000 Penalty: 2962.638184
	Iteration 17Q: 3 clusters Score -1052638 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1052664.875000 Penalty: 2962.638184
	Iteration 18Q: 3 clusters Score -1052665 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1052682.500000 Penalty: 2962.638184
	Iteration 19Q: 3 clusters Score -1052682 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1052698.750000 Penalty: 2962.638184
	Iteration 20F: 3 clusters Score -1052699 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1052709.875000 Penalty: 2962.638184
	Iteration 21Q: 3 clusters Score -1052710 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1052723.750000 Penalty: 2962.638184
	Iteration 22Q: 3 clusters Score -1052724 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1052734.000000 Penalty: 2962.638184
	Iteration 23Q: 3 clusters Score -1052734 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1052741.125000 Penalty: 2962.638184
	Iteration 24Q: 3 clusters Score -1052741 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1052750.500000 Penalty: 2962.638184
	Iteration 25Q: 3 clusters Score -1052750 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1052758.625000 Penalty: 2962.638184
	Iteration 26Q: 3 clusters Score -1052759 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1052766.000000 Penalty: 2962.638184
	Iteration 27Q: 3 clusters Score -1052766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1052769.125000 Penalty: 2962.638184
	Iteration 28Q: 3 clusters Score -1052769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1052770.750000 Penalty: 2962.638184
	Iteration 29Q: 3 clusters Score -1052771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1052774.125000 Penalty: 2962.638184
	Iteration 30Q: 3 clusters Score -1052774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1052779.500000 Penalty: 2962.638184
	Iteration 31Q: 3 clusters Score -1052780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1052783.000000 Penalty: 2962.638184
	Iteration 32Q: 3 clusters Score -1052783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1052784.250000 Penalty: 2962.638184
	Iteration 33Q: 3 clusters Score -1052784 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1052790.875000 Penalty: 2962.638184
	Iteration 34Q: 3 clusters Score -1052791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1052793.375000 Penalty: 2962.638184
	Iteration 35Q: 3 clusters Score -1052793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1052796.625000 Penalty: 2962.638184
	Iteration 36Q: 3 clusters Score -1052797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1052804.000000 Penalty: 2962.638184
	Iteration 37Q: 3 clusters Score -1052804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1052804.375000 Penalty: 2962.638184
	Iteration 38Q: 3 clusters Score -1052804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1052808.750000 Penalty: 2962.638184
	Iteration 39Q: 3 clusters Score -1052809 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1052811.125000 Penalty: 2962.638184
	Iteration 40F: 3 clusters Score -1052811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1052817.750000 Penalty: 2962.638184
	Iteration 41Q: 3 clusters Score -1052818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1052821.375000 Penalty: 2962.638184
	Iteration 42Q: 3 clusters Score -1052821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1052820.125000 Penalty: 2962.638184
	Iteration 43Q: 3 clusters Score -1052820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1052821.875000 Penalty: 2962.638184
	Iteration 44Q: 3 clusters Score -1052822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1052821.000000 Penalty: 2962.638184
	Iteration 45Q: 3 clusters Score -1052821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1052823.375000 Penalty: 2962.638184
	Iteration 46Q: 3 clusters Score -1052823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1052821.750000 Penalty: 2962.638184
	Iteration 47Q: 3 clusters Score -1052822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1052822.500000 Penalty: 2962.638184
	Iteration 48Q: 3 clusters Score -1052822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1052823.000000 Penalty: 2962.638184
	Iteration 49Q: 3 clusters Score -1052823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1052825.375000 Penalty: 2962.638184
	Iteration 50Q: 3 clusters Score -1052825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1052826.000000 Penalty: 2962.638184
	Iteration 51Q: 3 clusters Score -1052826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1052826.875000 Penalty: 2962.638184
	Iteration 52Q: 3 clusters Score -1052827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1052827.125000 Penalty: 2962.638184
	Iteration 53Q: 3 clusters Score -1052827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1052828.125000 Penalty: 2962.638184
	Iteration 54Q: 3 clusters Score -1052828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1052828.125000 Penalty: 2962.638184
	Iteration 55F: 3 clusters Score -1052828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -10684.282227 Penalty: 860.162048
	Iteration 0F: 2 clusters Score -10684.28 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 104 members 
Entering Unmasked Estep 
Score: -10065.973633 Penalty: 1720.324097
	Iteration 0F: 3 clusters Score -10065.97 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -10228.818359 Penalty: 1720.324097
	Iteration 1F: 3 clusters Score -10228.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -10289.113281 Penalty: 1720.324097
	Iteration 2F: 3 clusters Score -10289.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -10386.188477 Penalty: 1720.324097
	Iteration 3F: 3 clusters Score -10386.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10465.097656 Penalty: 1720.324097
	Iteration 4Q: 3 clusters Score -10465.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -10487.486328 Penalty: 1720.324097
	Iteration 5Q: 3 clusters Score -10487.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10491.120117 Penalty: 1720.324097
	Iteration 6Q: 3 clusters Score -10491.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -10491.120117 Penalty: 1720.324097
	Iteration 7F: 3 clusters Score -10491.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Entering Unmasked Estep 
Score: -30535.849609 Penalty: 962.691589
	Iteration 0F: 2 clusters Score -30535.85 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 179 members 
Entering Unmasked Estep 
Score: -29688.882812 Penalty: 1925.383179
	Iteration 0F: 3 clusters Score -29688.88 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -29946.310547 Penalty: 1925.383179
	Iteration 1F: 3 clusters Score -29946.31 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -30019.830078 Penalty: 1925.383179
	Iteration 2F: 3 clusters Score -30019.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -30054.128906 Penalty: 1925.383179
	Iteration 3Q: 3 clusters Score -30054.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -30065.447266 Penalty: 1925.383179
	Iteration 4Q: 3 clusters Score -30065.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -30067.757812 Penalty: 1925.383179
	Iteration 5Q: 3 clusters Score -30067.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -30070.417969 Penalty: 1925.383179
	Iteration 6Q: 3 clusters Score -30070.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -30074.412109 Penalty: 1925.383179
	Iteration 7Q: 3 clusters Score -30074.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -30085.845703 Penalty: 1925.383179
	Iteration 8Q: 3 clusters Score -30085.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -30096.576172 Penalty: 1925.383179
	Iteration 9Q: 3 clusters Score -30096.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -30102.382812 Penalty: 1925.383179
	Iteration 10Q: 3 clusters Score -30102.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -30114.814453 Penalty: 1925.383179
	Iteration 11Q: 3 clusters Score -30114.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -30116.138672 Penalty: 1925.383179
	Iteration 12Q: 3 clusters Score -30116.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -30116.138672 Penalty: 1925.383179
	Iteration 13F: 3 clusters Score -30116.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Entering Unmasked Estep 
Score: -1009061.062500 Penalty: 1477.487793
	Iteration 0F: 2 clusters Score -1009061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1002685.812500 Penalty: 2954.975586
	Iteration 0F: 3 clusters Score -1002686 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1004674.750000 Penalty: 2954.975586
	Iteration 1F: 3 clusters Score -1004675 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1004897.125000 Penalty: 2954.975586
	Iteration 2F: 3 clusters Score -1004897 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1005075.375000 Penalty: 2954.975586
	Iteration 3Q: 3 clusters Score -1005075 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1005243.187500 Penalty: 2954.975586
	Iteration 4Q: 3 clusters Score -1005243 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1005454.750000 Penalty: 2954.975586
	Iteration 5Q: 3 clusters Score -1005455 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1005681.625000 Penalty: 2954.975586
	Iteration 6Q: 3 clusters Score -1005682 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1005920.500000 Penalty: 2954.975586
	Iteration 7Q: 3 clusters Score -1005920 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1006173.375000 Penalty: 2954.975586
	Iteration 8Q: 3 clusters Score -1006173 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1006438.937500 Penalty: 2954.975586
	Iteration 9Q: 3 clusters Score -1006439 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1006736.000000 Penalty: 2954.975586
	Iteration 10Q: 3 clusters Score -1006736 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1006995.937500 Penalty: 2954.975586
	Iteration 11Q: 3 clusters Score -1006996 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1007246.562500 Penalty: 2954.975586
	Iteration 12Q: 3 clusters Score -1007247 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1007451.875000 Penalty: 2954.975586
	Iteration 13Q: 3 clusters Score -1007452 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1007588.250000 Penalty: 2954.975586
	Iteration 14Q: 3 clusters Score -1007588 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1007669.312500 Penalty: 2954.975586
	Iteration 15Q: 3 clusters Score -1007669 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1007728.687500 Penalty: 2954.975586
	Iteration 16Q: 3 clusters Score -1007729 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1007775.062500 Penalty: 2954.975586
	Iteration 17Q: 3 clusters Score -1007775 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1007807.937500 Penalty: 2954.975586
	Iteration 18Q: 3 clusters Score -1007808 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1007832.875000 Penalty: 2954.975586
	Iteration 19Q: 3 clusters Score -1007833 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1007849.937500 Penalty: 2954.975586
	Iteration 20F: 3 clusters Score -1007850 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1007862.500000 Penalty: 2954.975586
	Iteration 21Q: 3 clusters Score -1007862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1007871.125000 Penalty: 2954.975586
	Iteration 22Q: 3 clusters Score -1007871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1007874.875000 Penalty: 2954.975586
	Iteration 23Q: 3 clusters Score -1007875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1007879.875000 Penalty: 2954.975586
	Iteration 24Q: 3 clusters Score -1007880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1007885.937500 Penalty: 2954.975586
	Iteration 25Q: 3 clusters Score -1007886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1007888.125000 Penalty: 2954.975586
	Iteration 26Q: 3 clusters Score -1007888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1007887.437500 Penalty: 2954.975586
	Iteration 27Q: 3 clusters Score -1007887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1007888.812500 Penalty: 2954.975586
	Iteration 28Q: 3 clusters Score -1007889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1007892.250000 Penalty: 2954.975586
	Iteration 29Q: 3 clusters Score -1007892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1007896.687500 Penalty: 2954.975586
	Iteration 30Q: 3 clusters Score -1007897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1007900.437500 Penalty: 2954.975586
	Iteration 31Q: 3 clusters Score -1007900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1007904.250000 Penalty: 2954.975586
	Iteration 32Q: 3 clusters Score -1007904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1007906.187500 Penalty: 2954.975586
	Iteration 33Q: 3 clusters Score -1007906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1007908.187500 Penalty: 2954.975586
	Iteration 34Q: 3 clusters Score -1007908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1007909.375000 Penalty: 2954.975586
	Iteration 35Q: 3 clusters Score -1007909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1007910.500000 Penalty: 2954.975586
	Iteration 36Q: 3 clusters Score -1007910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1007911.375000 Penalty: 2954.975586
	Iteration 37Q: 3 clusters Score -1007911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1007912.000000 Penalty: 2954.975586
	Iteration 38Q: 3 clusters Score -1007912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1007913.625000 Penalty: 2954.975586
	Iteration 39Q: 3 clusters Score -1007914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1007916.375000 Penalty: 2954.975586
	Iteration 40F: 3 clusters Score -1007916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1007919.312500 Penalty: 2954.975586
	Iteration 41Q: 3 clusters Score -1007919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1007920.562500 Penalty: 2954.975586
	Iteration 42Q: 3 clusters Score -1007921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1007922.750000 Penalty: 2954.975586
	Iteration 43Q: 3 clusters Score -1007923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1007922.875000 Penalty: 2954.975586
	Iteration 44Q: 3 clusters Score -1007923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1007922.687500 Penalty: 2954.975586
	Iteration 45Q: 3 clusters Score -1007923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1007922.687500 Penalty: 2954.975586
	Iteration 46F: 3 clusters Score -1007923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -66521.968750 Penalty: 1057.432617
	Iteration 0F: 2 clusters Score -66521.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -65361.609375 Penalty: 2114.865234
	Iteration 0F: 3 clusters Score -65361.61 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -65567.820312 Penalty: 2114.865234
	Iteration 1F: 3 clusters Score -65567.82 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -65675.062500 Penalty: 2114.865234
	Iteration 2F: 3 clusters Score -65675.06 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -65775.242188 Penalty: 2114.865234
	Iteration 3F: 3 clusters Score -65775.24 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -65867.781250 Penalty: 2114.865234
	Iteration 4F: 3 clusters Score -65867.78 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -65962.664062 Penalty: 2114.865234
	Iteration 5F: 3 clusters Score -65962.66 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -66051.023438 Penalty: 2114.865234
	Iteration 6F: 3 clusters Score -66051.02 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -66112.093750 Penalty: 2114.865234
	Iteration 7Q: 3 clusters Score -66112.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -66140.703125 Penalty: 2114.865234
	Iteration 8Q: 3 clusters Score -66140.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -66151.421875 Penalty: 2114.865234
	Iteration 9Q: 3 clusters Score -66151.42 nChanged 9
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: -66170.312500 Penalty: 2114.865234
	Iteration 10Q: 3 clusters Score -66170.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -66186.093750 Penalty: 2114.865234
	Iteration 11Q: 3 clusters Score -66186.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -66195.250000 Penalty: 2114.865234
	Iteration 12Q: 3 clusters Score -66195.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -66200.000000 Penalty: 2114.865234
	Iteration 13Q: 3 clusters Score -66200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -66200.000000 Penalty: 2114.865234
	Iteration 14F: 3 clusters Score -66200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Entering Unmasked Estep 
Score: -2084470.250000 Penalty: 1602.098022
	Iteration 0F: 2 clusters Score -2084470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -2071379.625000 Penalty: 3204.196045
	Iteration 0F: 3 clusters Score -2071380 nChanged 8734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -2076195.500000 Penalty: 3204.196045
	Iteration 1F: 3 clusters Score -2076196 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -2076483.500000 Penalty: 3204.196045
	Iteration 2Q: 3 clusters Score -2076484 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -2076776.375000 Penalty: 3204.196045
	Iteration 3Q: 3 clusters Score -2076776 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -2077031.500000 Penalty: 3204.196045
	Iteration 4Q: 3 clusters Score -2077032 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -2077279.625000 Penalty: 3204.196045
	Iteration 5Q: 3 clusters Score -2077280 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -2077530.125000 Penalty: 3204.196045
	Iteration 6Q: 3 clusters Score -2077530 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -2077786.500000 Penalty: 3204.196045
	Iteration 7Q: 3 clusters Score -2077786 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -2078104.375000 Penalty: 3204.196045
	Iteration 8Q: 3 clusters Score -2078104 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -2078514.750000 Penalty: 3204.196045
	Iteration 9Q: 3 clusters Score -2078515 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -2078964.250000 Penalty: 3204.196045
	Iteration 10Q: 3 clusters Score -2078964 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -2079530.625000 Penalty: 3204.196045
	Iteration 11Q: 3 clusters Score -2079531 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -2080032.625000 Penalty: 3204.196045
	Iteration 12Q: 3 clusters Score -2080033 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -2080330.250000 Penalty: 3204.196045
	Iteration 13Q: 3 clusters Score -2080330 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -2080480.500000 Penalty: 3204.196045
	Iteration 14Q: 3 clusters Score -2080480 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -2080547.125000 Penalty: 3204.196045
	Iteration 15Q: 3 clusters Score -2080547 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -2080576.875000 Penalty: 3204.196045
	Iteration 16Q: 3 clusters Score -2080577 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -2080611.500000 Penalty: 3204.196045
	Iteration 17Q: 3 clusters Score -2080612 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -2080633.000000 Penalty: 3204.196045
	Iteration 18Q: 3 clusters Score -2080633 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -2080663.500000 Penalty: 3204.196045
	Iteration 19Q: 3 clusters Score -2080664 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -2080687.625000 Penalty: 3204.196045
	Iteration 20F: 3 clusters Score -2080688 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -2080725.000000 Penalty: 3204.196045
	Iteration 21Q: 3 clusters Score -2080725 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -2080752.500000 Penalty: 3204.196045
	Iteration 22Q: 3 clusters Score -2080752 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -2080779.875000 Penalty: 3204.196045
	Iteration 23Q: 3 clusters Score -2080780 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -2080821.000000 Penalty: 3204.196045
	Iteration 24Q: 3 clusters Score -2080821 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -2080848.625000 Penalty: 3204.196045
	Iteration 25Q: 3 clusters Score -2080849 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -2080896.375000 Penalty: 3204.196045
	Iteration 26Q: 3 clusters Score -2080896 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -2080929.250000 Penalty: 3204.196045
	Iteration 27Q: 3 clusters Score -2080929 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -2080965.750000 Penalty: 3204.196045
	Iteration 28Q: 3 clusters Score -2080966 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -2081000.750000 Penalty: 3204.196045
	Iteration 29Q: 3 clusters Score -2081001 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -2081044.250000 Penalty: 3204.196045
	Iteration 30Q: 3 clusters Score -2081044 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -2081092.000000 Penalty: 3204.196045
	Iteration 31Q: 3 clusters Score -2081092 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -2081142.500000 Penalty: 3204.196045
	Iteration 32Q: 3 clusters Score -2081142 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -2081199.500000 Penalty: 3204.196045
	Iteration 33Q: 3 clusters Score -2081200 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -2081275.000000 Penalty: 3204.196045
	Iteration 34Q: 3 clusters Score -2081275 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -2081357.375000 Penalty: 3204.196045
	Iteration 35Q: 3 clusters Score -2081357 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -2081426.000000 Penalty: 3204.196045
	Iteration 36Q: 3 clusters Score -2081426 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -2081505.375000 Penalty: 3204.196045
	Iteration 37Q: 3 clusters Score -2081505 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -2081598.500000 Penalty: 3204.196045
	Iteration 38Q: 3 clusters Score -2081598 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -2081697.250000 Penalty: 3204.196045
	Iteration 39Q: 3 clusters Score -2081697 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -2081799.250000 Penalty: 3204.196045
	Iteration 40F: 3 clusters Score -2081799 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -2081912.375000 Penalty: 3204.196045
	Iteration 41Q: 3 clusters Score -2081912 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -2082030.500000 Penalty: 3204.196045
	Iteration 42Q: 3 clusters Score -2082030 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2082148.750000 Penalty: 3204.196045
	Iteration 43Q: 3 clusters Score -2082149 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -2082252.500000 Penalty: 3204.196045
	Iteration 44Q: 3 clusters Score -2082252 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -2082341.125000 Penalty: 3204.196045
	Iteration 45Q: 3 clusters Score -2082341 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2082420.125000 Penalty: 3204.196045
	Iteration 46Q: 3 clusters Score -2082420 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2082468.750000 Penalty: 3204.196045
	Iteration 47Q: 3 clusters Score -2082469 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2082532.000000 Penalty: 3204.196045
	Iteration 48Q: 3 clusters Score -2082532 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2082574.625000 Penalty: 3204.196045
	Iteration 49Q: 3 clusters Score -2082575 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2082609.375000 Penalty: 3204.196045
	Iteration 50Q: 3 clusters Score -2082609 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2082650.625000 Penalty: 3204.196045
	Iteration 51Q: 3 clusters Score -2082651 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2082690.375000 Penalty: 3204.196045
	Iteration 52Q: 3 clusters Score -2082690 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2082722.750000 Penalty: 3204.196045
	Iteration 53Q: 3 clusters Score -2082723 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2082752.375000 Penalty: 3204.196045
	Iteration 54Q: 3 clusters Score -2082752 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2082780.625000 Penalty: 3204.196045
	Iteration 55Q: 3 clusters Score -2082781 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2082813.375000 Penalty: 3204.196045
	Iteration 56Q: 3 clusters Score -2082813 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2082842.125000 Penalty: 3204.196045
	Iteration 57Q: 3 clusters Score -2082842 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2082861.375000 Penalty: 3204.196045
	Iteration 58Q: 3 clusters Score -2082861 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2082871.750000 Penalty: 3204.196045
	Iteration 59Q: 3 clusters Score -2082872 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2082889.375000 Penalty: 3204.196045
	Iteration 60F: 3 clusters Score -2082889 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2082904.000000 Penalty: 3204.196045
	Iteration 61Q: 3 clusters Score -2082904 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2082915.625000 Penalty: 3204.196045
	Iteration 62Q: 3 clusters Score -2082916 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2082923.250000 Penalty: 3204.196045
	Iteration 63Q: 3 clusters Score -2082923 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2082929.875000 Penalty: 3204.196045
	Iteration 64Q: 3 clusters Score -2082930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2082932.375000 Penalty: 3204.196045
	Iteration 65Q: 3 clusters Score -2082932 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2082938.625000 Penalty: 3204.196045
	Iteration 66Q: 3 clusters Score -2082939 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2082947.750000 Penalty: 3204.196045
	Iteration 67Q: 3 clusters Score -2082948 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2082950.875000 Penalty: 3204.196045
	Iteration 68Q: 3 clusters Score -2082951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2082957.250000 Penalty: 3204.196045
	Iteration 69Q: 3 clusters Score -2082957 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2082956.625000 Penalty: 3204.196045
	Iteration 70Q: 3 clusters Score -2082957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2082961.500000 Penalty: 3204.196045
	Iteration 71Q: 3 clusters Score -2082962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2082961.625000 Penalty: 3204.196045
	Iteration 72Q: 3 clusters Score -2082962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2082967.875000 Penalty: 3204.196045
	Iteration 73Q: 3 clusters Score -2082968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2082967.250000 Penalty: 3204.196045
	Iteration 74Q: 3 clusters Score -2082967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2082970.375000 Penalty: 3204.196045
	Iteration 75Q: 3 clusters Score -2082970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2082970.125000 Penalty: 3204.196045
	Iteration 76Q: 3 clusters Score -2082970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2082972.500000 Penalty: 3204.196045
	Iteration 77Q: 3 clusters Score -2082972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2082974.000000 Penalty: 3204.196045
	Iteration 78Q: 3 clusters Score -2082974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2082975.250000 Penalty: 3204.196045
	Iteration 79Q: 3 clusters Score -2082975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2082977.125000 Penalty: 3204.196045
	Iteration 80F: 3 clusters Score -2082977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2082977.375000 Penalty: 3204.196045
	Iteration 81Q: 3 clusters Score -2082977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2082977.375000 Penalty: 3204.196045
	Iteration 82Q: 3 clusters Score -2082977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2082977.125000 Penalty: 3204.196045
	Iteration 83Q: 3 clusters Score -2082977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2082977.250000 Penalty: 3204.196045
	Iteration 84Q: 3 clusters Score -2082977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2082979.375000 Penalty: 3204.196045
	Iteration 85Q: 3 clusters Score -2082979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2082979.375000 Penalty: 3204.196045
	Iteration 86F: 3 clusters Score -2082979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (67824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67824 members 
Entering Unmasked Estep 
Score: -7722488.000000 Penalty: 1807.759033
	Iteration 0F: 2 clusters Score -7722488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33813 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -7677026.000000 Penalty: 3615.518066
	Iteration 0F: 3 clusters Score -7677026 nChanged 32112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 36217 members 
Entering Unmasked Estep 
Score: -7695473.000000 Penalty: 3615.518066
	Iteration 1F: 3 clusters Score -7695473 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 37654 members 
Entering Unmasked Estep 
Score: -7696305.500000 Penalty: 3615.518066
	Iteration 2Q: 3 clusters Score -7696306 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -7697491.000000 Penalty: 3615.518066
	Iteration 3Q: 3 clusters Score -7697491 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 42648 members 
Entering Unmasked Estep 
Score: -7699247.500000 Penalty: 3615.518066
	Iteration 4F: 3 clusters Score -7699248 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 46587 members 
Entering Unmasked Estep 
Score: -7702093.000000 Penalty: 3615.518066
	Iteration 5F: 3 clusters Score -7702093 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 51468 members 
Entering Unmasked Estep 
Score: -7706112.500000 Penalty: 3615.518066
	Iteration 6F: 3 clusters Score -7706112 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 56606 members 
Entering Unmasked Estep 
Score: -7710721.500000 Penalty: 3615.518066
	Iteration 7F: 3 clusters Score -7710722 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 61122 members 
Entering Unmasked Estep 
Score: -7714945.000000 Penalty: 3615.518066
	Iteration 8F: 3 clusters Score -7714945 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 64300 members 
Entering Unmasked Estep 
Score: -7717976.500000 Penalty: 3615.518066
	Iteration 9Q: 3 clusters Score -7717976 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 66097 members 
Entering Unmasked Estep 
Score: -7719557.500000 Penalty: 3615.518066
	Iteration 10Q: 3 clusters Score -7719558 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 66922 members 
Entering Unmasked Estep 
Score: -7720278.000000 Penalty: 3615.518066
	Iteration 11Q: 3 clusters Score -7720278 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 67247 members 
Entering Unmasked Estep 
Score: -7720624.000000 Penalty: 3615.518066
	Iteration 12Q: 3 clusters Score -7720624 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 67372 members 
Entering Unmasked Estep 
Score: -7720749.000000 Penalty: 3615.518066
	Iteration 13Q: 3 clusters Score -7720749 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 67435 members 
Entering Unmasked Estep 
Score: -7720819.000000 Penalty: 3615.518066
	Iteration 14Q: 3 clusters Score -7720819 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 67459 members 
Entering Unmasked Estep 
Score: -7720843.500000 Penalty: 3615.518066
	Iteration 15Q: 3 clusters Score -7720844 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 67483 members 
Entering Unmasked Estep 
Score: -7720866.000000 Penalty: 3615.518066
	Iteration 16Q: 3 clusters Score -7720866 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 67496 members 
Entering Unmasked Estep 
Score: -7720887.000000 Penalty: 3615.518066
	Iteration 17Q: 3 clusters Score -7720887 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 67507 members 
Entering Unmasked Estep 
Score: -7720891.500000 Penalty: 3615.518066
	Iteration 18Q: 3 clusters Score -7720892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 67511 members 
Entering Unmasked Estep 
Score: -7720904.000000 Penalty: 3615.518066
	Iteration 19Q: 3 clusters Score -7720904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 67517 members 
Entering Unmasked Estep 
Score: -7720907.000000 Penalty: 3615.518066
	Iteration 20F: 3 clusters Score -7720907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 67512 members 
Entering Unmasked Estep 
Score: -7720912.500000 Penalty: 3615.518066
	Iteration 21Q: 3 clusters Score -7720912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 67512 members 
Entering Unmasked Estep 
Score: -7720938.500000 Penalty: 3615.518066
	Iteration 22Q: 3 clusters Score -7720938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 67518 members 
Entering Unmasked Estep 
Score: -7720958.500000 Penalty: 3615.518066
	Iteration 23Q: 3 clusters Score -7720958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 67523 members 
Entering Unmasked Estep 
Score: -7720965.000000 Penalty: 3615.518066
	Iteration 24Q: 3 clusters Score -7720965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 67525 members 
Entering Unmasked Estep 
Score: -7720965.500000 Penalty: 3615.518066
	Iteration 25Q: 3 clusters Score -7720966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 67525 members 
Entering Unmasked Estep 
Score: -7720973.000000 Penalty: 3615.518066
	Iteration 26Q: 3 clusters Score -7720973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 67524 members 
Entering Unmasked Estep 
Score: -7720972.500000 Penalty: 3615.518066
	Iteration 27Q: 3 clusters Score -7720972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 67524 members 
Entering Unmasked Estep 
Score: -7720972.500000 Penalty: 3615.518066
	Iteration 28F: 3 clusters Score -7720972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (98781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98781 members 
Entering Unmasked Estep 
Score: -11708121.000000 Penalty: 1868.857422
	Iteration 0F: 2 clusters Score -1.170812e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49309 members 
Mstep: Class 2 contains 49472 members 
Entering Unmasked Estep 
Score: -11643632.000000 Penalty: 3737.714844
	Iteration 0F: 3 clusters Score -1.164363e+07 nChanged 47355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48414 members 
Mstep: Class 2 contains 50367 members 
Entering Unmasked Estep 
Score: -11670568.000000 Penalty: 3737.714844
	Iteration 1F: 3 clusters Score -1.167057e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47977 members 
Mstep: Class 2 contains 50804 members 
Entering Unmasked Estep 
Score: -11670973.000000 Penalty: 3737.714844
	Iteration 2Q: 3 clusters Score -1.167097e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47296 members 
Mstep: Class 2 contains 51485 members 
Entering Unmasked Estep 
Score: -11671356.000000 Penalty: 3737.714844
	Iteration 3Q: 3 clusters Score -1.167136e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46288 members 
Mstep: Class 2 contains 52493 members 
Entering Unmasked Estep 
Score: -11671798.000000 Penalty: 3737.714844
	Iteration 4Q: 3 clusters Score -1.16718e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44741 members 
Mstep: Class 2 contains 54040 members 
Entering Unmasked Estep 
Score: -11672445.000000 Penalty: 3737.714844
	Iteration 5Q: 3 clusters Score -1.167244e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42441 members 
Mstep: Class 2 contains 56340 members 
Entering Unmasked Estep 
Score: -11673507.000000 Penalty: 3737.714844
	Iteration 6Q: 3 clusters Score -1.167351e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39124 members 
Mstep: Class 2 contains 59657 members 
Entering Unmasked Estep 
Score: -11675122.000000 Penalty: 3737.714844
	Iteration 7Q: 3 clusters Score -1.167512e+07 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34470 members 
Mstep: Class 2 contains 64311 members 
Entering Unmasked Estep 
Score: -11678327.000000 Penalty: 3737.714844
	Iteration 8F: 3 clusters Score -1.167833e+07 nChanged 6320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 70151 members 
Entering Unmasked Estep 
Score: -11683236.000000 Penalty: 3737.714844
	Iteration 9F: 3 clusters Score -1.168324e+07 nChanged 6878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 76609 members 
Entering Unmasked Estep 
Score: -11689424.000000 Penalty: 3737.714844
	Iteration 10F: 3 clusters Score -1.168942e+07 nChanged 5959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 82134 members 
Entering Unmasked Estep 
Score: -11695059.000000 Penalty: 3737.714844
	Iteration 11F: 3 clusters Score -1.169506e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 86069 members 
Entering Unmasked Estep 
Score: -11699238.000000 Penalty: 3737.714844
	Iteration 12Q: 3 clusters Score -1.169924e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 88868 members 
Entering Unmasked Estep 
Score: -11702052.000000 Penalty: 3737.714844
	Iteration 13Q: 3 clusters Score -1.170205e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 90831 members 
Entering Unmasked Estep 
Score: -11703730.000000 Penalty: 3737.714844
	Iteration 14Q: 3 clusters Score -1.170373e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 92275 members 
Entering Unmasked Estep 
Score: -11704633.000000 Penalty: 3737.714844
	Iteration 15Q: 3 clusters Score -1.170463e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 93461 members 
Entering Unmasked Estep 
Score: -11705270.000000 Penalty: 3737.714844
	Iteration 16Q: 3 clusters Score -1.170527e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 94420 members 
Entering Unmasked Estep 
Score: -11705687.000000 Penalty: 3737.714844
	Iteration 17Q: 3 clusters Score -1.170569e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 95243 members 
Entering Unmasked Estep 
Score: -11706039.000000 Penalty: 3737.714844
	Iteration 18Q: 3 clusters Score -1.170604e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 95879 members 
Entering Unmasked Estep 
Score: -11706199.000000 Penalty: 3737.714844
	Iteration 19Q: 3 clusters Score -1.17062e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 96387 members 
Entering Unmasked Estep 
Score: -11706350.000000 Penalty: 3737.714844
	Iteration 20F: 3 clusters Score -1.170635e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 96805 members 
Entering Unmasked Estep 
Score: -11706423.000000 Penalty: 3737.714844
	Iteration 21Q: 3 clusters Score -1.170642e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 97127 members 
Entering Unmasked Estep 
Score: -11706501.000000 Penalty: 3737.714844
	Iteration 22Q: 3 clusters Score -1.17065e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 97371 members 
Entering Unmasked Estep 
Score: -11706567.000000 Penalty: 3737.714844
	Iteration 23Q: 3 clusters Score -1.170657e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 97564 members 
Entering Unmasked Estep 
Score: -11706572.000000 Penalty: 3737.714844
	Iteration 24Q: 3 clusters Score -1.170657e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 97724 members 
Entering Unmasked Estep 
Score: -11706580.000000 Penalty: 3737.714844
	Iteration 25Q: 3 clusters Score -1.170658e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 97838 members 
Entering Unmasked Estep 
Score: -11706581.000000 Penalty: 3737.714844
	Iteration 26Q: 3 clusters Score -1.170658e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 97927 members 
Entering Unmasked Estep 
Score: -11706584.000000 Penalty: 3737.714844
	Iteration 27Q: 3 clusters Score -1.170658e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 97985 members 
Entering Unmasked Estep 
Score: -11706606.000000 Penalty: 3737.714844
	Iteration 28Q: 3 clusters Score -1.170661e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 98042 members 
Entering Unmasked Estep 
Score: -11706615.000000 Penalty: 3737.714844
	Iteration 29Q: 3 clusters Score -1.170662e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 98087 members 
Entering Unmasked Estep 
Score: -11706598.000000 Penalty: 3737.714844
	Iteration 30Q: 3 clusters Score -1.17066e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 98125 members 
Entering Unmasked Estep 
Score: -11706620.000000 Penalty: 3737.714844
	Iteration 31Q: 3 clusters Score -1.170662e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 98160 members 
Entering Unmasked Estep 
Score: -11706618.000000 Penalty: 3737.714844
	Iteration 32Q: 3 clusters Score -1.170662e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 98184 members 
Entering Unmasked Estep 
Score: -11706630.000000 Penalty: 3737.714844
	Iteration 33Q: 3 clusters Score -1.170663e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 98205 members 
Entering Unmasked Estep 
Score: -11706622.000000 Penalty: 3737.714844
	Iteration 34Q: 3 clusters Score -1.170662e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 98222 members 
Entering Unmasked Estep 
Score: -11706625.000000 Penalty: 3737.714844
	Iteration 35Q: 3 clusters Score -1.170662e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 98236 members 
Entering Unmasked Estep 
Score: -11706631.000000 Penalty: 3737.714844
	Iteration 36Q: 3 clusters Score -1.170663e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 98248 members 
Entering Unmasked Estep 
Score: -11706631.000000 Penalty: 3737.714844
	Iteration 37Q: 3 clusters Score -1.170663e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 98261 members 
Entering Unmasked Estep 
Score: -11706651.000000 Penalty: 3737.714844
	Iteration 38Q: 3 clusters Score -1.170665e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 98272 members 
Entering Unmasked Estep 
Score: -11706672.000000 Penalty: 3737.714844
	Iteration 39Q: 3 clusters Score -1.170667e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 98286 members 
Entering Unmasked Estep 
Score: -11706676.000000 Penalty: 3737.714844
	Iteration 40F: 3 clusters Score -1.170668e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 98298 members 
Entering Unmasked Estep 
Score: -11706676.000000 Penalty: 3737.714844
	Iteration 41Q: 3 clusters Score -1.170668e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 98312 members 
Entering Unmasked Estep 
Score: -11706680.000000 Penalty: 3737.714844
	Iteration 42Q: 3 clusters Score -1.170668e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 98324 members 
Entering Unmasked Estep 
Score: -11706682.000000 Penalty: 3737.714844
	Iteration 43Q: 3 clusters Score -1.170668e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 98330 members 
Entering Unmasked Estep 
Score: -11706688.000000 Penalty: 3737.714844
	Iteration 44Q: 3 clusters Score -1.170669e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 98336 members 
Entering Unmasked Estep 
Score: -11706688.000000 Penalty: 3737.714844
	Iteration 45Q: 3 clusters Score -1.170669e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 98338 members 
Entering Unmasked Estep 
Score: -11706690.000000 Penalty: 3737.714844
	Iteration 46Q: 3 clusters Score -1.170669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 98341 members 
Entering Unmasked Estep 
Score: -11706696.000000 Penalty: 3737.714844
	Iteration 47Q: 3 clusters Score -1.17067e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 98341 members 
Entering Unmasked Estep 
Score: -11706696.000000 Penalty: 3737.714844
	Iteration 48F: 3 clusters Score -1.17067e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (21862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Entering Unmasked Estep 
Score: -2588672.750000 Penalty: 1623.782104
	Iteration 0F: 2 clusters Score -2588673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -2573941.750000 Penalty: 3247.564209
	Iteration 0F: 3 clusters Score -2573942 nChanged 9844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -2579175.750000 Penalty: 3247.564209
	Iteration 1F: 3 clusters Score -2579176 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -2579505.500000 Penalty: 3247.564209
	Iteration 2Q: 3 clusters Score -2579506 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -2579803.500000 Penalty: 3247.564209
	Iteration 3Q: 3 clusters Score -2579804 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -2580148.500000 Penalty: 3247.564209
	Iteration 4Q: 3 clusters Score -2580148 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -2580600.000000 Penalty: 3247.564209
	Iteration 5Q: 3 clusters Score -2580600 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -2581208.000000 Penalty: 3247.564209
	Iteration 6F: 3 clusters Score -2581208 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -2582109.750000 Penalty: 3247.564209
	Iteration 7F: 3 clusters Score -2582110 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -2583304.500000 Penalty: 3247.564209
	Iteration 8F: 3 clusters Score -2583304 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -2584551.000000 Penalty: 3247.564209
	Iteration 9F: 3 clusters Score -2584551 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -2585642.500000 Penalty: 3247.564209
	Iteration 10F: 3 clusters Score -2585642 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -2586336.250000 Penalty: 3247.564209
	Iteration 11Q: 3 clusters Score -2586336 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -2586750.500000 Penalty: 3247.564209
	Iteration 12Q: 3 clusters Score -2586750 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -2586965.000000 Penalty: 3247.564209
	Iteration 13Q: 3 clusters Score -2586965 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -2587071.250000 Penalty: 3247.564209
	Iteration 14Q: 3 clusters Score -2587071 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -2587137.500000 Penalty: 3247.564209
	Iteration 15Q: 3 clusters Score -2587138 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -2587187.000000 Penalty: 3247.564209
	Iteration 16Q: 3 clusters Score -2587187 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -2587210.000000 Penalty: 3247.564209
	Iteration 17Q: 3 clusters Score -2587210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -2587230.750000 Penalty: 3247.564209
	Iteration 18Q: 3 clusters Score -2587231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -2587239.250000 Penalty: 3247.564209
	Iteration 19Q: 3 clusters Score -2587239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -2587244.000000 Penalty: 3247.564209
	Iteration 20F: 3 clusters Score -2587244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -2587246.750000 Penalty: 3247.564209
	Iteration 21Q: 3 clusters Score -2587247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -2587253.500000 Penalty: 3247.564209
	Iteration 22Q: 3 clusters Score -2587254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -2587256.750000 Penalty: 3247.564209
	Iteration 23Q: 3 clusters Score -2587257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -2587262.000000 Penalty: 3247.564209
	Iteration 24Q: 3 clusters Score -2587262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -2587265.500000 Penalty: 3247.564209
	Iteration 25Q: 3 clusters Score -2587266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -2587267.500000 Penalty: 3247.564209
	Iteration 26Q: 3 clusters Score -2587268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -2587269.000000 Penalty: 3247.564209
	Iteration 27Q: 3 clusters Score -2587269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -2587268.500000 Penalty: 3247.564209
	Iteration 28Q: 3 clusters Score -2587268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -2587268.500000 Penalty: 3247.564209
	Iteration 29Q: 3 clusters Score -2587268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -2587269.750000 Penalty: 3247.564209
	Iteration 30Q: 3 clusters Score -2587270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -2587272.500000 Penalty: 3247.564209
	Iteration 31Q: 3 clusters Score -2587272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -2587274.250000 Penalty: 3247.564209
	Iteration 32Q: 3 clusters Score -2587274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -2587280.500000 Penalty: 3247.564209
	Iteration 33Q: 3 clusters Score -2587280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -2587286.000000 Penalty: 3247.564209
	Iteration 34Q: 3 clusters Score -2587286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -2587281.750000 Penalty: 3247.564209
	Iteration 35Q: 3 clusters Score -2587282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -2587283.500000 Penalty: 3247.564209
	Iteration 36Q: 3 clusters Score -2587284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -2587288.250000 Penalty: 3247.564209
	Iteration 37Q: 3 clusters Score -2587288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -2587291.250000 Penalty: 3247.564209
	Iteration 38Q: 3 clusters Score -2587291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -2587294.000000 Penalty: 3247.564209
	Iteration 39Q: 3 clusters Score -2587294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -2587294.000000 Penalty: 3247.564209
	Iteration 40F: 3 clusters Score -2587294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Entering Unmasked Estep 
Score: -370512.687500 Penalty: 1320.799316
	Iteration 0F: 2 clusters Score -370512.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -367555.093750 Penalty: 2641.598633
	Iteration 0F: 3 clusters Score -367555.1 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -368251.843750 Penalty: 2641.598633
	Iteration 1F: 3 clusters Score -368251.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -368383.812500 Penalty: 2641.598633
	Iteration 2F: 3 clusters Score -368383.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -368454.125000 Penalty: 2641.598633
	Iteration 3Q: 3 clusters Score -368454.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -368502.843750 Penalty: 2641.598633
	Iteration 4Q: 3 clusters Score -368502.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -368549.781250 Penalty: 2641.598633
	Iteration 5Q: 3 clusters Score -368549.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -368580.625000 Penalty: 2641.598633
	Iteration 6Q: 3 clusters Score -368580.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -368597.750000 Penalty: 2641.598633
	Iteration 7Q: 3 clusters Score -368597.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -368612.843750 Penalty: 2641.598633
	Iteration 8Q: 3 clusters Score -368612.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -368623.812500 Penalty: 2641.598633
	Iteration 9Q: 3 clusters Score -368623.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -368632.218750 Penalty: 2641.598633
	Iteration 10Q: 3 clusters Score -368632.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -368640.375000 Penalty: 2641.598633
	Iteration 11Q: 3 clusters Score -368640.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -368647.968750 Penalty: 2641.598633
	Iteration 12Q: 3 clusters Score -368648 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -368655.000000 Penalty: 2641.598633
	Iteration 13Q: 3 clusters Score -368655 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -368660.406250 Penalty: 2641.598633
	Iteration 14Q: 3 clusters Score -368660.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -368668.906250 Penalty: 2641.598633
	Iteration 15Q: 3 clusters Score -368668.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -368673.812500 Penalty: 2641.598633
	Iteration 16Q: 3 clusters Score -368673.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -368678.031250 Penalty: 2641.598633
	Iteration 17Q: 3 clusters Score -368678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -368681.312500 Penalty: 2641.598633
	Iteration 18Q: 3 clusters Score -368681.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -368684.562500 Penalty: 2641.598633
	Iteration 19Q: 3 clusters Score -368684.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -368686.343750 Penalty: 2641.598633
	Iteration 20F: 3 clusters Score -368686.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -368689.500000 Penalty: 2641.598633
	Iteration 21Q: 3 clusters Score -368689.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -368692.750000 Penalty: 2641.598633
	Iteration 22Q: 3 clusters Score -368692.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -368696.531250 Penalty: 2641.598633
	Iteration 23Q: 3 clusters Score -368696.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -368701.312500 Penalty: 2641.598633
	Iteration 24Q: 3 clusters Score -368701.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -368704.093750 Penalty: 2641.598633
	Iteration 25Q: 3 clusters Score -368704.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -368708.968750 Penalty: 2641.598633
	Iteration 26Q: 3 clusters Score -368709 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -368714.031250 Penalty: 2641.598633
	Iteration 27Q: 3 clusters Score -368714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -368716.687500 Penalty: 2641.598633
	Iteration 28Q: 3 clusters Score -368716.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -368719.406250 Penalty: 2641.598633
	Iteration 29Q: 3 clusters Score -368719.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -368721.375000 Penalty: 2641.598633
	Iteration 30Q: 3 clusters Score -368721.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -368724.656250 Penalty: 2641.598633
	Iteration 31Q: 3 clusters Score -368724.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -368727.500000 Penalty: 2641.598633
	Iteration 32Q: 3 clusters Score -368727.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -368731.312500 Penalty: 2641.598633
	Iteration 33Q: 3 clusters Score -368731.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -368735.968750 Penalty: 2641.598633
	Iteration 34Q: 3 clusters Score -368736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -368739.343750 Penalty: 2641.598633
	Iteration 35Q: 3 clusters Score -368739.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -368743.218750 Penalty: 2641.598633
	Iteration 36Q: 3 clusters Score -368743.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -368746.468750 Penalty: 2641.598633
	Iteration 37Q: 3 clusters Score -368746.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -368750.062500 Penalty: 2641.598633
	Iteration 38Q: 3 clusters Score -368750.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -368752.406250 Penalty: 2641.598633
	Iteration 39Q: 3 clusters Score -368752.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -368755.250000 Penalty: 2641.598633
	Iteration 40F: 3 clusters Score -368755.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -368758.312500 Penalty: 2641.598633
	Iteration 41Q: 3 clusters Score -368758.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -368760.937500 Penalty: 2641.598633
	Iteration 42Q: 3 clusters Score -368760.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -368765.406250 Penalty: 2641.598633
	Iteration 43Q: 3 clusters Score -368765.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -368767.937500 Penalty: 2641.598633
	Iteration 44Q: 3 clusters Score -368767.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -368770.062500 Penalty: 2641.598633
	Iteration 45Q: 3 clusters Score -368770.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -368772.531250 Penalty: 2641.598633
	Iteration 46Q: 3 clusters Score -368772.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -368775.843750 Penalty: 2641.598633
	Iteration 47Q: 3 clusters Score -368775.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -368778.562500 Penalty: 2641.598633
	Iteration 48Q: 3 clusters Score -368778.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -368782.718750 Penalty: 2641.598633
	Iteration 49Q: 3 clusters Score -368782.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -368785.156250 Penalty: 2641.598633
	Iteration 50Q: 3 clusters Score -368785.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -368787.218750 Penalty: 2641.598633
	Iteration 51Q: 3 clusters Score -368787.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -368789.312500 Penalty: 2641.598633
	Iteration 52Q: 3 clusters Score -368789.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -368791.562500 Penalty: 2641.598633
	Iteration 53Q: 3 clusters Score -368791.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -368794.718750 Penalty: 2641.598633
	Iteration 54Q: 3 clusters Score -368794.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -368795.593750 Penalty: 2641.598633
	Iteration 55Q: 3 clusters Score -368795.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -368798.281250 Penalty: 2641.598633
	Iteration 56Q: 3 clusters Score -368798.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -368798.812500 Penalty: 2641.598633
	Iteration 57Q: 3 clusters Score -368798.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -368799.625000 Penalty: 2641.598633
	Iteration 58Q: 3 clusters Score -368799.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -368799.781250 Penalty: 2641.598633
	Iteration 59Q: 3 clusters Score -368799.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -368800.843750 Penalty: 2641.598633
	Iteration 60F: 3 clusters Score -368800.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -368800.500000 Penalty: 2641.598633
	Iteration 61Q: 3 clusters Score -368800.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -368801.281250 Penalty: 2641.598633
	Iteration 62Q: 3 clusters Score -368801.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -368801.562500 Penalty: 2641.598633
	Iteration 63Q: 3 clusters Score -368801.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -368801.750000 Penalty: 2641.598633
	Iteration 64Q: 3 clusters Score -368801.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -368803.031250 Penalty: 2641.598633
	Iteration 65Q: 3 clusters Score -368803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -368803.468750 Penalty: 2641.598633
	Iteration 66Q: 3 clusters Score -368803.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -368804.000000 Penalty: 2641.598633
	Iteration 67Q: 3 clusters Score -368804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -368805.937500 Penalty: 2641.598633
	Iteration 68Q: 3 clusters Score -368805.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -368805.093750 Penalty: 2641.598633
	Iteration 69Q: 3 clusters Score -368805.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -368806.125000 Penalty: 2641.598633
	Iteration 70Q: 3 clusters Score -368806.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -368806.500000 Penalty: 2641.598633
	Iteration 71Q: 3 clusters Score -368806.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -368806.593750 Penalty: 2641.598633
	Iteration 72Q: 3 clusters Score -368806.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -368807.906250 Penalty: 2641.598633
	Iteration 73Q: 3 clusters Score -368807.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -368808.125000 Penalty: 2641.598633
	Iteration 74Q: 3 clusters Score -368808.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -368807.187500 Penalty: 2641.598633
	Iteration 75Q: 3 clusters Score -368807.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -368808.312500 Penalty: 2641.598633
	Iteration 76Q: 3 clusters Score -368808.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -368808.312500 Penalty: 2641.598633
	Iteration 77F: 3 clusters Score -368808.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (115070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115070 members 
Entering Unmasked Estep 
Score: -13631455.000000 Penalty: 1893.660522
	Iteration 0F: 2 clusters Score -1.363146e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57508 members 
Mstep: Class 2 contains 57562 members 
Entering Unmasked Estep 
Score: -13558043.000000 Penalty: 3787.321045
	Iteration 0F: 3 clusters Score -1.355804e+07 nChanged 55375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55969 members 
Mstep: Class 2 contains 59101 members 
Entering Unmasked Estep 
Score: -13590222.000000 Penalty: 3787.321045
	Iteration 1F: 3 clusters Score -1.359022e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54750 members 
Mstep: Class 2 contains 60320 members 
Entering Unmasked Estep 
Score: -13591021.000000 Penalty: 3787.321045
	Iteration 2Q: 3 clusters Score -1.359102e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52734 members 
Mstep: Class 2 contains 62336 members 
Entering Unmasked Estep 
Score: -13591994.000000 Penalty: 3787.321045
	Iteration 3Q: 3 clusters Score -1.359199e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49657 members 
Mstep: Class 2 contains 65413 members 
Entering Unmasked Estep 
Score: -13593454.000000 Penalty: 3787.321045
	Iteration 4Q: 3 clusters Score -1.359345e+07 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45150 members 
Mstep: Class 2 contains 69920 members 
Entering Unmasked Estep 
Score: -13595833.000000 Penalty: 3787.321045
	Iteration 5Q: 3 clusters Score -1.359583e+07 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38843 members 
Mstep: Class 2 contains 76227 members 
Entering Unmasked Estep 
Score: -13599633.000000 Penalty: 3787.321045
	Iteration 6F: 3 clusters Score -1.359963e+07 nChanged 8503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30778 members 
Mstep: Class 2 contains 84292 members 
Entering Unmasked Estep 
Score: -13605558.000000 Penalty: 3787.321045
	Iteration 7F: 3 clusters Score -1.360556e+07 nChanged 9212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 93286 members 
Entering Unmasked Estep 
Score: -13612972.000000 Penalty: 3787.321045
	Iteration 8F: 3 clusters Score -1.361297e+07 nChanged 8236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 101378 members 
Entering Unmasked Estep 
Score: -13618683.000000 Penalty: 3787.321045
	Iteration 9F: 3 clusters Score -1.361868e+07 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 107074 members 
Entering Unmasked Estep 
Score: -13623222.000000 Penalty: 3787.321045
	Iteration 10F: 3 clusters Score -1.362322e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 110562 members 
Entering Unmasked Estep 
Score: -13626029.000000 Penalty: 3787.321045
	Iteration 11Q: 3 clusters Score -1.362603e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 112478 members 
Entering Unmasked Estep 
Score: -13627723.000000 Penalty: 3787.321045
	Iteration 12Q: 3 clusters Score -1.362772e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 113459 members 
Entering Unmasked Estep 
Score: -13628580.000000 Penalty: 3787.321045
	Iteration 13Q: 3 clusters Score -1.362858e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 113916 members 
Entering Unmasked Estep 
Score: -13629096.000000 Penalty: 3787.321045
	Iteration 14Q: 3 clusters Score -1.36291e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 114126 members 
Entering Unmasked Estep 
Score: -13629372.000000 Penalty: 3787.321045
	Iteration 15Q: 3 clusters Score -1.362937e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 114229 members 
Entering Unmasked Estep 
Score: -13629512.000000 Penalty: 3787.321045
	Iteration 16Q: 3 clusters Score -1.362951e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 114293 members 
Entering Unmasked Estep 
Score: -13629598.000000 Penalty: 3787.321045
	Iteration 17Q: 3 clusters Score -1.36296e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 114324 members 
Entering Unmasked Estep 
Score: -13629636.000000 Penalty: 3787.321045
	Iteration 18Q: 3 clusters Score -1.362964e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 114350 members 
Entering Unmasked Estep 
Score: -13629671.000000 Penalty: 3787.321045
	Iteration 19Q: 3 clusters Score -1.362967e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 114370 members 
Entering Unmasked Estep 
Score: -13629724.000000 Penalty: 3787.321045
	Iteration 20F: 3 clusters Score -1.362972e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 114375 members 
Entering Unmasked Estep 
Score: -13629733.000000 Penalty: 3787.321045
	Iteration 21Q: 3 clusters Score -1.362973e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 114382 members 
Entering Unmasked Estep 
Score: -13629760.000000 Penalty: 3787.321045
	Iteration 22Q: 3 clusters Score -1.362976e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 114384 members 
Entering Unmasked Estep 
Score: -13629763.000000 Penalty: 3787.321045
	Iteration 23Q: 3 clusters Score -1.362976e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 114384 members 
Entering Unmasked Estep 
Score: -13629763.000000 Penalty: 3787.321045
	Iteration 24Q: 3 clusters Score -1.362976e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 114386 members 
Entering Unmasked Estep 
Score: -13629770.000000 Penalty: 3787.321045
	Iteration 25Q: 3 clusters Score -1.362977e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 114386 members 
Entering Unmasked Estep 
Score: -13629783.000000 Penalty: 3787.321045
	Iteration 26Q: 3 clusters Score -1.362978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 114387 members 
Entering Unmasked Estep 
Score: -13629792.000000 Penalty: 3787.321045
	Iteration 27Q: 3 clusters Score -1.362979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 114387 members 
Entering Unmasked Estep 
Score: -13629793.000000 Penalty: 3787.321045
	Iteration 28Q: 3 clusters Score -1.362979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 114387 members 
Entering Unmasked Estep 
Score: -13629807.000000 Penalty: 3787.321045
	Iteration 29Q: 3 clusters Score -1.362981e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 114390 members 
Entering Unmasked Estep 
Score: -13629801.000000 Penalty: 3787.321045
	Iteration 30Q: 3 clusters Score -1.36298e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 114391 members 
Entering Unmasked Estep 
Score: -13629810.000000 Penalty: 3787.321045
	Iteration 31Q: 3 clusters Score -1.362981e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 114393 members 
Entering Unmasked Estep 
Score: -13629809.000000 Penalty: 3787.321045
	Iteration 32Q: 3 clusters Score -1.362981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 114393 members 
Entering Unmasked Estep 
Score: -13629810.000000 Penalty: 3787.321045
	Iteration 33Q: 3 clusters Score -1.362981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 114393 members 
Entering Unmasked Estep 
Score: -13629803.000000 Penalty: 3787.321045
	Iteration 34Q: 3 clusters Score -1.36298e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 114393 members 
Entering Unmasked Estep 
Score: -13629803.000000 Penalty: 3787.321045
	Iteration 35F: 3 clusters Score -1.36298e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (33837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Entering Unmasked Estep 
Score: -4052019.500000 Penalty: 1694.762817
	Iteration 0F: 2 clusters Score -4052020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -4029358.500000 Penalty: 3389.525635
	Iteration 0F: 3 clusters Score -4029358 nChanged 15597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -4037967.500000 Penalty: 3389.525635
	Iteration 1F: 3 clusters Score -4037968 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -4038454.250000 Penalty: 3389.525635
	Iteration 2Q: 3 clusters Score -4038454 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -4039097.250000 Penalty: 3389.525635
	Iteration 3Q: 3 clusters Score -4039097 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -4040007.250000 Penalty: 3389.525635
	Iteration 4F: 3 clusters Score -4040007 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -4041383.500000 Penalty: 3389.525635
	Iteration 5F: 3 clusters Score -4041384 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -4043371.250000 Penalty: 3389.525635
	Iteration 6F: 3 clusters Score -4043371 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -4045596.000000 Penalty: 3389.525635
	Iteration 7F: 3 clusters Score -4045596 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -4047483.250000 Penalty: 3389.525635
	Iteration 8F: 3 clusters Score -4047483 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31130 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -4048664.250000 Penalty: 3389.525635
	Iteration 9Q: 3 clusters Score -4048664 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31914 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -4049332.000000 Penalty: 3389.525635
	Iteration 10Q: 3 clusters Score -4049332 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -4049826.500000 Penalty: 3389.525635
	Iteration 11Q: 3 clusters Score -4049826 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32831 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -4050096.500000 Penalty: 3389.525635
	Iteration 12Q: 3 clusters Score -4050096 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -4050248.250000 Penalty: 3389.525635
	Iteration 13Q: 3 clusters Score -4050248 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33198 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4050371.250000 Penalty: 3389.525635
	Iteration 14Q: 3 clusters Score -4050371 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33296 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4050438.000000 Penalty: 3389.525635
	Iteration 15Q: 3 clusters Score -4050438 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33363 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -4050495.000000 Penalty: 3389.525635
	Iteration 16Q: 3 clusters Score -4050495 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33401 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -4050518.500000 Penalty: 3389.525635
	Iteration 17Q: 3 clusters Score -4050518 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33435 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4050546.250000 Penalty: 3389.525635
	Iteration 18Q: 3 clusters Score -4050546 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33452 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4050562.500000 Penalty: 3389.525635
	Iteration 19Q: 3 clusters Score -4050562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33464 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4050575.750000 Penalty: 3389.525635
	Iteration 20F: 3 clusters Score -4050576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33473 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4050578.500000 Penalty: 3389.525635
	Iteration 21Q: 3 clusters Score -4050578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4050581.000000 Penalty: 3389.525635
	Iteration 22Q: 3 clusters Score -4050581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33484 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4050584.000000 Penalty: 3389.525635
	Iteration 23Q: 3 clusters Score -4050584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4050584.750000 Penalty: 3389.525635
	Iteration 24Q: 3 clusters Score -4050585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33494 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4050588.000000 Penalty: 3389.525635
	Iteration 25Q: 3 clusters Score -4050588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33495 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4050586.000000 Penalty: 3389.525635
	Iteration 26Q: 3 clusters Score -4050586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33495 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4050586.000000 Penalty: 3389.525635
	Iteration 27F: 3 clusters Score -4050586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Entering Unmasked Estep 
Score: -632803.312500 Penalty: 1392.188843
	Iteration 0F: 2 clusters Score -632803.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -628647.562500 Penalty: 2784.377686
	Iteration 0F: 3 clusters Score -628647.6 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -629767.000000 Penalty: 2784.377686
	Iteration 1F: 3 clusters Score -629767 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -629905.000000 Penalty: 2784.377686
	Iteration 2F: 3 clusters Score -629905 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -629992.437500 Penalty: 2784.377686
	Iteration 3Q: 3 clusters Score -629992.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -630062.500000 Penalty: 2784.377686
	Iteration 4Q: 3 clusters Score -630062.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -630107.625000 Penalty: 2784.377686
	Iteration 5Q: 3 clusters Score -630107.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -630145.125000 Penalty: 2784.377686
	Iteration 6Q: 3 clusters Score -630145.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -630181.250000 Penalty: 2784.377686
	Iteration 7Q: 3 clusters Score -630181.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -630208.437500 Penalty: 2784.377686
	Iteration 8Q: 3 clusters Score -630208.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -630228.312500 Penalty: 2784.377686
	Iteration 9Q: 3 clusters Score -630228.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -630242.750000 Penalty: 2784.377686
	Iteration 10Q: 3 clusters Score -630242.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -630254.187500 Penalty: 2784.377686
	Iteration 11Q: 3 clusters Score -630254.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -630269.750000 Penalty: 2784.377686
	Iteration 12Q: 3 clusters Score -630269.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -630281.625000 Penalty: 2784.377686
	Iteration 13Q: 3 clusters Score -630281.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -630288.562500 Penalty: 2784.377686
	Iteration 14Q: 3 clusters Score -630288.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -630297.312500 Penalty: 2784.377686
	Iteration 15Q: 3 clusters Score -630297.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -630306.937500 Penalty: 2784.377686
	Iteration 16Q: 3 clusters Score -630306.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -630316.125000 Penalty: 2784.377686
	Iteration 17Q: 3 clusters Score -630316.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -630327.125000 Penalty: 2784.377686
	Iteration 18Q: 3 clusters Score -630327.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -630341.250000 Penalty: 2784.377686
	Iteration 19Q: 3 clusters Score -630341.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -630362.812500 Penalty: 2784.377686
	Iteration 20F: 3 clusters Score -630362.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -630379.312500 Penalty: 2784.377686
	Iteration 21Q: 3 clusters Score -630379.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -630397.375000 Penalty: 2784.377686
	Iteration 22Q: 3 clusters Score -630397.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -630418.687500 Penalty: 2784.377686
	Iteration 23Q: 3 clusters Score -630418.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -630443.687500 Penalty: 2784.377686
	Iteration 24Q: 3 clusters Score -630443.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -630467.125000 Penalty: 2784.377686
	Iteration 25Q: 3 clusters Score -630467.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -630489.562500 Penalty: 2784.377686
	Iteration 26Q: 3 clusters Score -630489.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -630513.000000 Penalty: 2784.377686
	Iteration 27Q: 3 clusters Score -630513 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -630543.750000 Penalty: 2784.377686
	Iteration 28Q: 3 clusters Score -630543.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -630573.625000 Penalty: 2784.377686
	Iteration 29Q: 3 clusters Score -630573.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -630606.187500 Penalty: 2784.377686
	Iteration 30Q: 3 clusters Score -630606.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -630635.687500 Penalty: 2784.377686
	Iteration 31Q: 3 clusters Score -630635.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -630681.562500 Penalty: 2784.377686
	Iteration 32Q: 3 clusters Score -630681.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -630733.625000 Penalty: 2784.377686
	Iteration 33Q: 3 clusters Score -630733.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -630793.750000 Penalty: 2784.377686
	Iteration 34Q: 3 clusters Score -630793.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -630877.812500 Penalty: 2784.377686
	Iteration 35Q: 3 clusters Score -630877.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -630973.312500 Penalty: 2784.377686
	Iteration 36Q: 3 clusters Score -630973.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -631067.062500 Penalty: 2784.377686
	Iteration 37Q: 3 clusters Score -631067.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -631149.000000 Penalty: 2784.377686
	Iteration 38Q: 3 clusters Score -631149 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -631229.500000 Penalty: 2784.377686
	Iteration 39Q: 3 clusters Score -631229.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -631298.562500 Penalty: 2784.377686
	Iteration 40F: 3 clusters Score -631298.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -631355.250000 Penalty: 2784.377686
	Iteration 41Q: 3 clusters Score -631355.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -631401.750000 Penalty: 2784.377686
	Iteration 42Q: 3 clusters Score -631401.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -631431.562500 Penalty: 2784.377686
	Iteration 43Q: 3 clusters Score -631431.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -631458.562500 Penalty: 2784.377686
	Iteration 44Q: 3 clusters Score -631458.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -631489.812500 Penalty: 2784.377686
	Iteration 45Q: 3 clusters Score -631489.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -631507.125000 Penalty: 2784.377686
	Iteration 46Q: 3 clusters Score -631507.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -631514.500000 Penalty: 2784.377686
	Iteration 47Q: 3 clusters Score -631514.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -631522.812500 Penalty: 2784.377686
	Iteration 48Q: 3 clusters Score -631522.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -631532.937500 Penalty: 2784.377686
	Iteration 49Q: 3 clusters Score -631532.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -631539.625000 Penalty: 2784.377686
	Iteration 50Q: 3 clusters Score -631539.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -631543.000000 Penalty: 2784.377686
	Iteration 51Q: 3 clusters Score -631543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -631546.937500 Penalty: 2784.377686
	Iteration 52Q: 3 clusters Score -631546.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -631549.875000 Penalty: 2784.377686
	Iteration 53Q: 3 clusters Score -631549.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -631551.437500 Penalty: 2784.377686
	Iteration 54Q: 3 clusters Score -631551.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -631553.562500 Penalty: 2784.377686
	Iteration 55Q: 3 clusters Score -631553.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -631555.500000 Penalty: 2784.377686
	Iteration 56Q: 3 clusters Score -631555.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -631558.812500 Penalty: 2784.377686
	Iteration 57Q: 3 clusters Score -631558.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -631559.687500 Penalty: 2784.377686
	Iteration 58Q: 3 clusters Score -631559.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -631560.812500 Penalty: 2784.377686
	Iteration 59Q: 3 clusters Score -631560.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -631562.562500 Penalty: 2784.377686
	Iteration 60F: 3 clusters Score -631562.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Entering Unmasked Estep 
Score: -1052240.875000 Penalty: 1485.498047
	Iteration 0F: 2 clusters Score -1052241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1045481.062500 Penalty: 2970.996094
	Iteration 0F: 3 clusters Score -1045481 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1047620.312500 Penalty: 2970.996094
	Iteration 1F: 3 clusters Score -1047620 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1047826.062500 Penalty: 2970.996094
	Iteration 2F: 3 clusters Score -1047826 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1048005.125000 Penalty: 2970.996094
	Iteration 3Q: 3 clusters Score -1048005 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1048149.125000 Penalty: 2970.996094
	Iteration 4Q: 3 clusters Score -1048149 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1048267.750000 Penalty: 2970.996094
	Iteration 5Q: 3 clusters Score -1048268 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1048373.000000 Penalty: 2970.996094
	Iteration 6Q: 3 clusters Score -1048373 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1048462.125000 Penalty: 2970.996094
	Iteration 7Q: 3 clusters Score -1048462 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1048536.750000 Penalty: 2970.996094
	Iteration 8Q: 3 clusters Score -1048537 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1048629.250000 Penalty: 2970.996094
	Iteration 9Q: 3 clusters Score -1048629 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1048740.500000 Penalty: 2970.996094
	Iteration 10Q: 3 clusters Score -1048740 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1048896.000000 Penalty: 2970.996094
	Iteration 11Q: 3 clusters Score -1048896 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1049064.000000 Penalty: 2970.996094
	Iteration 12Q: 3 clusters Score -1049064 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1049222.750000 Penalty: 2970.996094
	Iteration 13Q: 3 clusters Score -1049223 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1049392.000000 Penalty: 2970.996094
	Iteration 14Q: 3 clusters Score -1049392 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1049541.875000 Penalty: 2970.996094
	Iteration 15Q: 3 clusters Score -1049542 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1049665.750000 Penalty: 2970.996094
	Iteration 16Q: 3 clusters Score -1049666 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1049789.875000 Penalty: 2970.996094
	Iteration 17Q: 3 clusters Score -1049790 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1049900.000000 Penalty: 2970.996094
	Iteration 18Q: 3 clusters Score -1049900 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1049981.500000 Penalty: 2970.996094
	Iteration 19Q: 3 clusters Score -1049982 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1050053.875000 Penalty: 2970.996094
	Iteration 20F: 3 clusters Score -1050054 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1050108.125000 Penalty: 2970.996094
	Iteration 21Q: 3 clusters Score -1050108 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1050155.125000 Penalty: 2970.996094
	Iteration 22Q: 3 clusters Score -1050155 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1050190.125000 Penalty: 2970.996094
	Iteration 23Q: 3 clusters Score -1050190 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1050223.375000 Penalty: 2970.996094
	Iteration 24Q: 3 clusters Score -1050223 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1050273.125000 Penalty: 2970.996094
	Iteration 25Q: 3 clusters Score -1050273 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1050315.625000 Penalty: 2970.996094
	Iteration 26Q: 3 clusters Score -1050316 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1050349.000000 Penalty: 2970.996094
	Iteration 27Q: 3 clusters Score -1050349 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1050371.750000 Penalty: 2970.996094
	Iteration 28Q: 3 clusters Score -1050372 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1050385.750000 Penalty: 2970.996094
	Iteration 29Q: 3 clusters Score -1050386 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1050401.500000 Penalty: 2970.996094
	Iteration 30Q: 3 clusters Score -1050402 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1050414.000000 Penalty: 2970.996094
	Iteration 31Q: 3 clusters Score -1050414 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1050428.750000 Penalty: 2970.996094
	Iteration 32Q: 3 clusters Score -1050429 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1050446.250000 Penalty: 2970.996094
	Iteration 33Q: 3 clusters Score -1050446 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1050464.750000 Penalty: 2970.996094
	Iteration 34Q: 3 clusters Score -1050465 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1050480.375000 Penalty: 2970.996094
	Iteration 35Q: 3 clusters Score -1050480 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1050501.250000 Penalty: 2970.996094
	Iteration 36Q: 3 clusters Score -1050501 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1050513.125000 Penalty: 2970.996094
	Iteration 37Q: 3 clusters Score -1050513 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1050524.000000 Penalty: 2970.996094
	Iteration 38Q: 3 clusters Score -1050524 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1050537.000000 Penalty: 2970.996094
	Iteration 39Q: 3 clusters Score -1050537 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1050550.000000 Penalty: 2970.996094
	Iteration 40F: 3 clusters Score -1050550 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1050567.000000 Penalty: 2970.996094
	Iteration 41Q: 3 clusters Score -1050567 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1050579.125000 Penalty: 2970.996094
	Iteration 42Q: 3 clusters Score -1050579 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1050593.125000 Penalty: 2970.996094
	Iteration 43Q: 3 clusters Score -1050593 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1050607.625000 Penalty: 2970.996094
	Iteration 44Q: 3 clusters Score -1050608 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1050623.000000 Penalty: 2970.996094
	Iteration 45Q: 3 clusters Score -1050623 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1050635.000000 Penalty: 2970.996094
	Iteration 46Q: 3 clusters Score -1050635 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1050653.125000 Penalty: 2970.996094
	Iteration 47Q: 3 clusters Score -1050653 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1050667.000000 Penalty: 2970.996094
	Iteration 48Q: 3 clusters Score -1050667 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1050679.000000 Penalty: 2970.996094
	Iteration 49Q: 3 clusters Score -1050679 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1050691.500000 Penalty: 2970.996094
	Iteration 50Q: 3 clusters Score -1050692 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1050703.250000 Penalty: 2970.996094
	Iteration 51Q: 3 clusters Score -1050703 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1050712.875000 Penalty: 2970.996094
	Iteration 52Q: 3 clusters Score -1050713 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1050727.375000 Penalty: 2970.996094
	Iteration 53Q: 3 clusters Score -1050727 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1050743.750000 Penalty: 2970.996094
	Iteration 54Q: 3 clusters Score -1050744 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1050765.625000 Penalty: 2970.996094
	Iteration 55Q: 3 clusters Score -1050766 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1050787.250000 Penalty: 2970.996094
	Iteration 56Q: 3 clusters Score -1050787 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1050808.500000 Penalty: 2970.996094
	Iteration 57Q: 3 clusters Score -1050808 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1050819.750000 Penalty: 2970.996094
	Iteration 58Q: 3 clusters Score -1050820 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1050827.625000 Penalty: 2970.996094
	Iteration 59Q: 3 clusters Score -1050828 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1050837.250000 Penalty: 2970.996094
	Iteration 60F: 3 clusters Score -1050837 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1050844.000000 Penalty: 2970.996094
	Iteration 61Q: 3 clusters Score -1050844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1050845.750000 Penalty: 2970.996094
	Iteration 62Q: 3 clusters Score -1050846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1050848.875000 Penalty: 2970.996094
	Iteration 63Q: 3 clusters Score -1050849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1050853.750000 Penalty: 2970.996094
	Iteration 64Q: 3 clusters Score -1050854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1050858.750000 Penalty: 2970.996094
	Iteration 65Q: 3 clusters Score -1050859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1050861.375000 Penalty: 2970.996094
	Iteration 66Q: 3 clusters Score -1050861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1050867.875000 Penalty: 2970.996094
	Iteration 67Q: 3 clusters Score -1050868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1050877.000000 Penalty: 2970.996094
	Iteration 68Q: 3 clusters Score -1050877 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1050882.250000 Penalty: 2970.996094
	Iteration 69Q: 3 clusters Score -1050882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1050887.125000 Penalty: 2970.996094
	Iteration 70Q: 3 clusters Score -1050887 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1050895.375000 Penalty: 2970.996094
	Iteration 71Q: 3 clusters Score -1050895 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1050904.625000 Penalty: 2970.996094
	Iteration 72Q: 3 clusters Score -1050905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1050908.375000 Penalty: 2970.996094
	Iteration 73Q: 3 clusters Score -1050908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1050911.125000 Penalty: 2970.996094
	Iteration 74Q: 3 clusters Score -1050911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1050914.375000 Penalty: 2970.996094
	Iteration 75Q: 3 clusters Score -1050914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1050917.750000 Penalty: 2970.996094
	Iteration 76Q: 3 clusters Score -1050918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1050919.875000 Penalty: 2970.996094
	Iteration 77Q: 3 clusters Score -1050920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1050923.625000 Penalty: 2970.996094
	Iteration 78Q: 3 clusters Score -1050924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1050922.000000 Penalty: 2970.996094
	Iteration 79Q: 3 clusters Score -1050922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1050927.125000 Penalty: 2970.996094
	Iteration 80F: 3 clusters Score -1050927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1050926.875000 Penalty: 2970.996094
	Iteration 81Q: 3 clusters Score -1050927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1050927.750000 Penalty: 2970.996094
	Iteration 82Q: 3 clusters Score -1050928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1050929.250000 Penalty: 2970.996094
	Iteration 83Q: 3 clusters Score -1050929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1050931.375000 Penalty: 2970.996094
	Iteration 84Q: 3 clusters Score -1050931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1050934.125000 Penalty: 2970.996094
	Iteration 85Q: 3 clusters Score -1050934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1050935.750000 Penalty: 2970.996094
	Iteration 86Q: 3 clusters Score -1050936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1050937.250000 Penalty: 2970.996094
	Iteration 87Q: 3 clusters Score -1050937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1050938.625000 Penalty: 2970.996094
	Iteration 88Q: 3 clusters Score -1050939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1050939.250000 Penalty: 2970.996094
	Iteration 89Q: 3 clusters Score -1050939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1050943.000000 Penalty: 2970.996094
	Iteration 90Q: 3 clusters Score -1050943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1050946.375000 Penalty: 2970.996094
	Iteration 91Q: 3 clusters Score -1050946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1050948.000000 Penalty: 2970.996094
	Iteration 92Q: 3 clusters Score -1050948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1050949.000000 Penalty: 2970.996094
	Iteration 93Q: 3 clusters Score -1050949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1050951.625000 Penalty: 2970.996094
	Iteration 94Q: 3 clusters Score -1050952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1050952.625000 Penalty: 2970.996094
	Iteration 95Q: 3 clusters Score -1050953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1050952.625000 Penalty: 2970.996094
	Iteration 96F: 3 clusters Score -1050953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Entering Unmasked Estep 
Score: -391932.093750 Penalty: 1331.292725
	Iteration 0F: 2 clusters Score -391932.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -388822.531250 Penalty: 2662.585449
	Iteration 0F: 3 clusters Score -388822.5 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -389549.781250 Penalty: 2662.585449
	Iteration 1F: 3 clusters Score -389549.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -389664.781250 Penalty: 2662.585449
	Iteration 2F: 3 clusters Score -389664.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -389753.906250 Penalty: 2662.585449
	Iteration 3F: 3 clusters Score -389753.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -389812.312500 Penalty: 2662.585449
	Iteration 4Q: 3 clusters Score -389812.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -389853.500000 Penalty: 2662.585449
	Iteration 5Q: 3 clusters Score -389853.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -389902.906250 Penalty: 2662.585449
	Iteration 6Q: 3 clusters Score -389902.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -389952.625000 Penalty: 2662.585449
	Iteration 7Q: 3 clusters Score -389952.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -390018.312500 Penalty: 2662.585449
	Iteration 8Q: 3 clusters Score -390018.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -390087.093750 Penalty: 2662.585449
	Iteration 9Q: 3 clusters Score -390087.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -390144.593750 Penalty: 2662.585449
	Iteration 10Q: 3 clusters Score -390144.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -390194.156250 Penalty: 2662.585449
	Iteration 11Q: 3 clusters Score -390194.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -390233.250000 Penalty: 2662.585449
	Iteration 12Q: 3 clusters Score -390233.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -390274.875000 Penalty: 2662.585449
	Iteration 13Q: 3 clusters Score -390274.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -390314.437500 Penalty: 2662.585449
	Iteration 14Q: 3 clusters Score -390314.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -390346.843750 Penalty: 2662.585449
	Iteration 15Q: 3 clusters Score -390346.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -390385.500000 Penalty: 2662.585449
	Iteration 16Q: 3 clusters Score -390385.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -390423.593750 Penalty: 2662.585449
	Iteration 17Q: 3 clusters Score -390423.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -390457.531250 Penalty: 2662.585449
	Iteration 18Q: 3 clusters Score -390457.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -390481.937500 Penalty: 2662.585449
	Iteration 19Q: 3 clusters Score -390481.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -390511.125000 Penalty: 2662.585449
	Iteration 20F: 3 clusters Score -390511.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -390547.250000 Penalty: 2662.585449
	Iteration 21Q: 3 clusters Score -390547.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -390592.531250 Penalty: 2662.585449
	Iteration 22Q: 3 clusters Score -390592.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -390627.437500 Penalty: 2662.585449
	Iteration 23Q: 3 clusters Score -390627.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -390653.500000 Penalty: 2662.585449
	Iteration 24Q: 3 clusters Score -390653.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -390674.468750 Penalty: 2662.585449
	Iteration 25Q: 3 clusters Score -390674.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -390684.843750 Penalty: 2662.585449
	Iteration 26Q: 3 clusters Score -390684.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -390697.750000 Penalty: 2662.585449
	Iteration 27Q: 3 clusters Score -390697.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -390708.718750 Penalty: 2662.585449
	Iteration 28Q: 3 clusters Score -390708.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -390714.750000 Penalty: 2662.585449
	Iteration 29Q: 3 clusters Score -390714.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -390720.031250 Penalty: 2662.585449
	Iteration 30Q: 3 clusters Score -390720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -390722.187500 Penalty: 2662.585449
	Iteration 31Q: 3 clusters Score -390722.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -390726.093750 Penalty: 2662.585449
	Iteration 32Q: 3 clusters Score -390726.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -390729.625000 Penalty: 2662.585449
	Iteration 33Q: 3 clusters Score -390729.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -390732.625000 Penalty: 2662.585449
	Iteration 34Q: 3 clusters Score -390732.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -390734.687500 Penalty: 2662.585449
	Iteration 35Q: 3 clusters Score -390734.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -390735.718750 Penalty: 2662.585449
	Iteration 36Q: 3 clusters Score -390735.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -390737.593750 Penalty: 2662.585449
	Iteration 37Q: 3 clusters Score -390737.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -390737.593750 Penalty: 2662.585449
	Iteration 38F: 3 clusters Score -390737.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Entering Unmasked Estep 
Score: -73732.156250 Penalty: 1076.841553
	Iteration 0F: 2 clusters Score -73732.16 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 394 members 
Entering Unmasked Estep 
Score: -72522.750000 Penalty: 2153.683105
	Iteration 0F: 3 clusters Score -72522.75 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -72855.164062 Penalty: 2153.683105
	Iteration 1F: 3 clusters Score -72855.16 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -73041.710938 Penalty: 2153.683105
	Iteration 2F: 3 clusters Score -73041.71 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -73139.757812 Penalty: 2153.683105
	Iteration 3F: 3 clusters Score -73139.76 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -73197.382812 Penalty: 2153.683105
	Iteration 4Q: 3 clusters Score -73197.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -73233.398438 Penalty: 2153.683105
	Iteration 5Q: 3 clusters Score -73233.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -73266.445312 Penalty: 2153.683105
	Iteration 6Q: 3 clusters Score -73266.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -73292.242188 Penalty: 2153.683105
	Iteration 7Q: 3 clusters Score -73292.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -73312.203125 Penalty: 2153.683105
	Iteration 8Q: 3 clusters Score -73312.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -73324.523438 Penalty: 2153.683105
	Iteration 9Q: 3 clusters Score -73324.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -73336.375000 Penalty: 2153.683105
	Iteration 10Q: 3 clusters Score -73336.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -73341.179688 Penalty: 2153.683105
	Iteration 11Q: 3 clusters Score -73341.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -73352.523438 Penalty: 2153.683105
	Iteration 12Q: 3 clusters Score -73352.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -73387.726562 Penalty: 2153.683105
	Iteration 13Q: 3 clusters Score -73387.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -73417.351562 Penalty: 2153.683105
	Iteration 14Q: 3 clusters Score -73417.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -73425.351562 Penalty: 2153.683105
	Iteration 15Q: 3 clusters Score -73425.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -73437.687500 Penalty: 2153.683105
	Iteration 16Q: 3 clusters Score -73437.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -73446.570312 Penalty: 2153.683105
	Iteration 17Q: 3 clusters Score -73446.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -73452.843750 Penalty: 2153.683105
	Iteration 18Q: 3 clusters Score -73452.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -73456.046875 Penalty: 2153.683105
	Iteration 19Q: 3 clusters Score -73456.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -73456.632812 Penalty: 2153.683105
	Iteration 20F: 3 clusters Score -73456.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Entering Unmasked Estep 
Score: -9368.478516 Penalty: 813.141296
	Iteration 0F: 2 clusters Score -9368.479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8726.049805 Penalty: 1626.282593
	Iteration 0F: 3 clusters Score -8726.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8829.353516 Penalty: 1626.282593
	Iteration 1F: 3 clusters Score -8829.354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -8890.266602 Penalty: 1626.282593
	Iteration 2F: 3 clusters Score -8890.267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -8947.638672 Penalty: 1626.282593
	Iteration 3F: 3 clusters Score -8947.639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8965.093750 Penalty: 1626.282593
	Iteration 4Q: 3 clusters Score -8965.094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -8979.806641 Penalty: 1626.282593
	Iteration 5Q: 3 clusters Score -8979.807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -8982.686523 Penalty: 1626.282593
	Iteration 6Q: 3 clusters Score -8982.687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -8982.686523 Penalty: 1626.282593
	Iteration 7F: 3 clusters Score -8982.687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Entering Unmasked Estep 
Score: -52809.871094 Penalty: 1033.992065
	Iteration 0F: 2 clusters Score -52809.87 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 300 members 
Entering Unmasked Estep 
Score: -51717.183594 Penalty: 2067.984131
	Iteration 0F: 3 clusters Score -51717.18 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -52021.839844 Penalty: 2067.984131
	Iteration 1F: 3 clusters Score -52021.84 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -52183.585938 Penalty: 2067.984131
	Iteration 2F: 3 clusters Score -52183.59 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -52319.109375 Penalty: 2067.984131
	Iteration 3F: 3 clusters Score -52319.11 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -52378.210938 Penalty: 2067.984131
	Iteration 4Q: 3 clusters Score -52378.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -52412.886719 Penalty: 2067.984131
	Iteration 5Q: 3 clusters Score -52412.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -52436.343750 Penalty: 2067.984131
	Iteration 6Q: 3 clusters Score -52436.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -52447.800781 Penalty: 2067.984131
	Iteration 7Q: 3 clusters Score -52447.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -52455.605469 Penalty: 2067.984131
	Iteration 8Q: 3 clusters Score -52455.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -52458.410156 Penalty: 2067.984131
	Iteration 9Q: 3 clusters Score -52458.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -52459.628906 Penalty: 2067.984131
	Iteration 10Q: 3 clusters Score -52459.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -52459.628906 Penalty: 2067.984131
	Iteration 11F: 3 clusters Score -52459.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (56129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56129 members 
Entering Unmasked Estep 
Score: -6653497.500000 Penalty: 1777.003784
	Iteration 0F: 2 clusters Score -6653498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28046 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -6616062.500000 Penalty: 3554.007568
	Iteration 0F: 3 clusters Score -6616062 nChanged 26337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27819 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -6631005.500000 Penalty: 3554.007568
	Iteration 1F: 3 clusters Score -6631006 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -6631495.000000 Penalty: 3554.007568
	Iteration 2Q: 3 clusters Score -6631495 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 28614 members 
Entering Unmasked Estep 
Score: -6631964.500000 Penalty: 3554.007568
	Iteration 3Q: 3 clusters Score -6631964 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -6632533.500000 Penalty: 3554.007568
	Iteration 4Q: 3 clusters Score -6632534 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -6633365.000000 Penalty: 3554.007568
	Iteration 5Q: 3 clusters Score -6633365 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -6634660.500000 Penalty: 3554.007568
	Iteration 6Q: 3 clusters Score -6634660 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -6636905.500000 Penalty: 3554.007568
	Iteration 7F: 3 clusters Score -6636906 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 30537 members 
Entering Unmasked Estep 
Score: -6639715.500000 Penalty: 3554.007568
	Iteration 8F: 3 clusters Score -6639716 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -6641835.000000 Penalty: 3554.007568
	Iteration 9F: 3 clusters Score -6641835 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 31073 members 
Entering Unmasked Estep 
Score: -6642862.500000 Penalty: 3554.007568
	Iteration 10Q: 3 clusters Score -6642862 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 31285 members 
Entering Unmasked Estep 
Score: -6643653.500000 Penalty: 3554.007568
	Iteration 11Q: 3 clusters Score -6643654 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -6644493.000000 Penalty: 3554.007568
	Iteration 12Q: 3 clusters Score -6644493 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 31641 members 
Entering Unmasked Estep 
Score: -6645599.500000 Penalty: 3554.007568
	Iteration 13Q: 3 clusters Score -6645600 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -6646910.000000 Penalty: 3554.007568
	Iteration 14Q: 3 clusters Score -6646910 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 32090 members 
Entering Unmasked Estep 
Score: -6648283.000000 Penalty: 3554.007568
	Iteration 15Q: 3 clusters Score -6648283 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -6649652.500000 Penalty: 3554.007568
	Iteration 16Q: 3 clusters Score -6649652 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 32343 members 
Entering Unmasked Estep 
Score: -6650644.000000 Penalty: 3554.007568
	Iteration 17Q: 3 clusters Score -6650644 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -6651272.500000 Penalty: 3554.007568
	Iteration 18Q: 3 clusters Score -6651272 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 32396 members 
Entering Unmasked Estep 
Score: -6651588.000000 Penalty: 3554.007568
	Iteration 19Q: 3 clusters Score -6651588 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 32394 members 
Entering Unmasked Estep 
Score: -6651757.000000 Penalty: 3554.007568
	Iteration 20F: 3 clusters Score -6651757 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 32376 members 
Entering Unmasked Estep 
Score: -6651867.500000 Penalty: 3554.007568
	Iteration 21Q: 3 clusters Score -6651868 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 32317 members 
Entering Unmasked Estep 
Score: -6651938.500000 Penalty: 3554.007568
	Iteration 22Q: 3 clusters Score -6651938 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -6651966.500000 Penalty: 3554.007568
	Iteration 23Q: 3 clusters Score -6651966 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 32149 members 
Entering Unmasked Estep 
Score: -6651979.000000 Penalty: 3554.007568
	Iteration 24Q: 3 clusters Score -6651979 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 32099 members 
Entering Unmasked Estep 
Score: -6651975.000000 Penalty: 3554.007568
	Iteration 25Q: 3 clusters Score -6651975 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 32018 members 
Entering Unmasked Estep 
Score: -6651988.000000 Penalty: 3554.007568
	Iteration 26Q: 3 clusters Score -6651988 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 31966 members 
Entering Unmasked Estep 
Score: -6652003.000000 Penalty: 3554.007568
	Iteration 27Q: 3 clusters Score -6652003 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 31927 members 
Entering Unmasked Estep 
Score: -6651989.500000 Penalty: 3554.007568
	Iteration 28Q: 3 clusters Score -6651990 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
Score: -6652005.500000 Penalty: 3554.007568
	Iteration 29Q: 3 clusters Score -6652006 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 31854 members 
Entering Unmasked Estep 
Score: -6651984.000000 Penalty: 3554.007568
	Iteration 30Q: 3 clusters Score -6651984 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 31817 members 
Entering Unmasked Estep 
Score: -6652006.500000 Penalty: 3554.007568
	Iteration 31Q: 3 clusters Score -6652006 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 31774 members 
Entering Unmasked Estep 
Score: -6651995.000000 Penalty: 3554.007568
	Iteration 32Q: 3 clusters Score -6651995 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
Score: -6651998.000000 Penalty: 3554.007568
	Iteration 33Q: 3 clusters Score -6651998 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 31696 members 
Entering Unmasked Estep 
Score: -6652003.000000 Penalty: 3554.007568
	Iteration 34Q: 3 clusters Score -6652003 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 31655 members 
Entering Unmasked Estep 
Score: -6652009.500000 Penalty: 3554.007568
	Iteration 35Q: 3 clusters Score -6652010 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 31603 members 
Entering Unmasked Estep 
Score: -6651997.500000 Penalty: 3554.007568
	Iteration 36Q: 3 clusters Score -6651998 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -6651997.500000 Penalty: 3554.007568
	Iteration 37Q: 3 clusters Score -6651998 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 31511 members 
Entering Unmasked Estep 
Score: -6652004.000000 Penalty: 3554.007568
	Iteration 38Q: 3 clusters Score -6652004 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 31462 members 
Entering Unmasked Estep 
Score: -6651999.000000 Penalty: 3554.007568
	Iteration 39Q: 3 clusters Score -6651999 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -6651987.500000 Penalty: 3554.007568
	Iteration 40F: 3 clusters Score -6651988 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 31369 members 
Entering Unmasked Estep 
Score: -6651989.000000 Penalty: 3554.007568
	Iteration 41Q: 3 clusters Score -6651989 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -6651988.000000 Penalty: 3554.007568
	Iteration 42Q: 3 clusters Score -6651988 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 31270 members 
Entering Unmasked Estep 
Score: -6651993.000000 Penalty: 3554.007568
	Iteration 43Q: 3 clusters Score -6651993 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 31218 members 
Entering Unmasked Estep 
Score: -6651999.000000 Penalty: 3554.007568
	Iteration 44Q: 3 clusters Score -6651999 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 31169 members 
Entering Unmasked Estep 
Score: -6651993.500000 Penalty: 3554.007568
	Iteration 45Q: 3 clusters Score -6651994 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 31101 members 
Entering Unmasked Estep 
Score: -6651993.500000 Penalty: 3554.007568
	Iteration 46Q: 3 clusters Score -6651994 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 31044 members 
Entering Unmasked Estep 
Score: -6651991.000000 Penalty: 3554.007568
	Iteration 47Q: 3 clusters Score -6651991 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
Score: -6651981.500000 Penalty: 3554.007568
	Iteration 48Q: 3 clusters Score -6651982 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 30972 members 
Entering Unmasked Estep 
Score: -6651968.500000 Penalty: 3554.007568
	Iteration 49Q: 3 clusters Score -6651968 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
Score: -6651967.500000 Penalty: 3554.007568
	Iteration 50Q: 3 clusters Score -6651968 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25208 members 
Mstep: Class 2 contains 30921 members 
Entering Unmasked Estep 
Score: -6651974.500000 Penalty: 3554.007568
	Iteration 51Q: 3 clusters Score -6651974 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 30901 members 
Entering Unmasked Estep 
Score: -6651987.000000 Penalty: 3554.007568
	Iteration 52Q: 3 clusters Score -6651987 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 30877 members 
Entering Unmasked Estep 
Score: -6651985.500000 Penalty: 3554.007568
	Iteration 53Q: 3 clusters Score -6651986 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 30844 members 
Entering Unmasked Estep 
Score: -6651984.500000 Penalty: 3554.007568
	Iteration 54Q: 3 clusters Score -6651984 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 30818 members 
Entering Unmasked Estep 
Score: -6651981.500000 Penalty: 3554.007568
	Iteration 55Q: 3 clusters Score -6651982 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 30782 members 
Entering Unmasked Estep 
Score: -6651984.000000 Penalty: 3554.007568
	Iteration 56Q: 3 clusters Score -6651984 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 30753 members 
Entering Unmasked Estep 
Score: -6651980.000000 Penalty: 3554.007568
	Iteration 57Q: 3 clusters Score -6651980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 30736 members 
Entering Unmasked Estep 
Score: -6651984.500000 Penalty: 3554.007568
	Iteration 58Q: 3 clusters Score -6651984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 30724 members 
Entering Unmasked Estep 
Score: -6651982.500000 Penalty: 3554.007568
	Iteration 59Q: 3 clusters Score -6651982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 30716 members 
Entering Unmasked Estep 
Score: -6651987.500000 Penalty: 3554.007568
	Iteration 60F: 3 clusters Score -6651988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -6651978.000000 Penalty: 3554.007568
	Iteration 61Q: 3 clusters Score -6651978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25437 members 
Mstep: Class 2 contains 30692 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6651980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 30686 members 
Entering Unmasked Estep 
Score: -6651984.500000 Penalty: 3554.007568
	Iteration 63Q: 3 clusters Score -6651984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -6651980.500000 Penalty: 3554.007568
	Iteration 64Q: 3 clusters Score -6651980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 30671 members 
Entering Unmasked Estep 
Score: -6651980.500000 Penalty: 3554.007568
	Iteration 65Q: 3 clusters Score -6651980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -6651983.500000 Penalty: 3554.007568
	Iteration 66Q: 3 clusters Score -6651984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 30661 members 
Entering Unmasked Estep 
Score: -6651983.500000 Penalty: 3554.007568
	Iteration 67Q: 3 clusters Score -6651984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 30647 members 
Entering Unmasked Estep 
Score: -6651981.500000 Penalty: 3554.007568
	Iteration 68Q: 3 clusters Score -6651982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 30630 members 
Entering Unmasked Estep 
Score: -6651979.000000 Penalty: 3554.007568
	Iteration 69Q: 3 clusters Score -6651979 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -6651981.500000 Penalty: 3554.007568
	Iteration 70Q: 3 clusters Score -6651982 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 30584 members 
Entering Unmasked Estep 
Score: -6651989.000000 Penalty: 3554.007568
	Iteration 71Q: 3 clusters Score -6651989 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -6651983.000000 Penalty: 3554.007568
	Iteration 72Q: 3 clusters Score -6651983 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 30533 members 
Entering Unmasked Estep 
Score: -6651986.500000 Penalty: 3554.007568
	Iteration 73Q: 3 clusters Score -6651986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6651989 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 30501 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6651983 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 30480 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6651987 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6651987 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
Score: -6651983.000000 Penalty: 3554.007568
	Iteration 78Q: 3 clusters Score -6651983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -6651987.500000 Penalty: 3554.007568
	Iteration 79Q: 3 clusters Score -6651988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -6651995.000000 Penalty: 3554.007568
	Iteration 80F: 3 clusters Score -6651995 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 30399 members 
Entering Unmasked Estep 
Score: -6651991.000000 Penalty: 3554.007568
	Iteration 81Q: 3 clusters Score -6651991 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6651999 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 30353 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6651991 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25798 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6651986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6651987 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 30302 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6651990 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 30286 members 
Entering Unmasked Estep 
Score: -6651992.000000 Penalty: 3554.007568
	Iteration 87Q: 3 clusters Score -6651992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 30271 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6651994 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 30255 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6651987 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -6651990.500000 Penalty: 3554.007568
	Iteration 90Q: 3 clusters Score -6651990 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 30220 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6652000 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 30209 members 
Entering Unmasked Estep 
Score: -6652003.500000 Penalty: 3554.007568
	Iteration 92Q: 3 clusters Score -6652004 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6652006 nChanged 23
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Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6652002 nChanged 13
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Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 30149 members 
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	Iteration 95Q: 3 clusters Score -6652001 nChanged 7
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Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6652000 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -6652005.500000 Penalty: 3554.007568
	Iteration 97Q: 3 clusters Score -6652006 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 30128 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6652002 nChanged 11
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Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 30117 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6652010 nChanged 17
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Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 30100 members 
Entering Unmasked Estep 
Score: -6652007.000000 Penalty: 3554.007568
	Iteration 100F: 3 clusters Score -6652007 nChanged 8
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Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6652000 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -6651996.500000 Penalty: 3554.007568
	Iteration 102Q: 3 clusters Score -6651996 nChanged 6
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Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6651994 nChanged 2
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Mstep: Class 2 contains 30076 members 
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	Iteration 104Q: 3 clusters Score -6651991 nChanged 4
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	Iteration 105Q: 3 clusters Score -6651997 nChanged 15
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	Iteration 106Q: 3 clusters Score -6652006 nChanged 10
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Mstep: Class 2 contains 30047 members 
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	Iteration 107Q: 3 clusters Score -6652001 nChanged 9
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Mstep: Class 2 contains 30038 members 
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	Iteration 108Q: 3 clusters Score -6652000 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 2 contains 30031 members 
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	Iteration 109Q: 3 clusters Score -6651997 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -6652001.500000 Penalty: 3554.007568
	Iteration 110Q: 3 clusters Score -6652002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
Score: -6651991.500000 Penalty: 3554.007568
	Iteration 111Q: 3 clusters Score -6651992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -6651991.000000 Penalty: 3554.007568
	Iteration 112Q: 3 clusters Score -6651991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
Score: -6651996.000000 Penalty: 3554.007568
	Iteration 113Q: 3 clusters Score -6651996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 29997 members 
Entering Unmasked Estep 
Score: -6651994.500000 Penalty: 3554.007568
	Iteration 114Q: 3 clusters Score -6651994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 29988 members 
Entering Unmasked Estep 
Score: -6651997.000000 Penalty: 3554.007568
	Iteration 115Q: 3 clusters Score -6651997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 29984 members 
Entering Unmasked Estep 
Score: -6651998.000000 Penalty: 3554.007568
	Iteration 116Q: 3 clusters Score -6651998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 29974 members 
Entering Unmasked Estep 
Score: -6651998.000000 Penalty: 3554.007568
	Iteration 117Q: 3 clusters Score -6651998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 29963 members 
Entering Unmasked Estep 
Score: -6651994.000000 Penalty: 3554.007568
	Iteration 118Q: 3 clusters Score -6651994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -6651991.500000 Penalty: 3554.007568
	Iteration 119Q: 3 clusters Score -6651992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -6651996.000000 Penalty: 3554.007568
	Iteration 120F: 3 clusters Score -6651996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 29926 members 
Entering Unmasked Estep 
Score: -6651992.500000 Penalty: 3554.007568
	Iteration 121Q: 3 clusters Score -6651992 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26232 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -6651993.000000 Penalty: 3554.007568
	Iteration 122Q: 3 clusters Score -6651993 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 29878 members 
Entering Unmasked Estep 
Score: -6652000.000000 Penalty: 3554.007568
	Iteration 123Q: 3 clusters Score -6652000 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -6652002.000000 Penalty: 3554.007568
	Iteration 124Q: 3 clusters Score -6652002 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 29819 members 
Entering Unmasked Estep 
Score: -6651988.500000 Penalty: 3554.007568
	Iteration 125Q: 3 clusters Score -6651988 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 29795 members 
Entering Unmasked Estep 
Score: -6651997.000000 Penalty: 3554.007568
	Iteration 126Q: 3 clusters Score -6651997 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -6651986.000000 Penalty: 3554.007568
	Iteration 127Q: 3 clusters Score -6651986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 29752 members 
Entering Unmasked Estep 
Score: -6651987.000000 Penalty: 3554.007568
	Iteration 128Q: 3 clusters Score -6651987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -6651993.500000 Penalty: 3554.007568
	Iteration 129Q: 3 clusters Score -6651994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -6651993.000000 Penalty: 3554.007568
	Iteration 130Q: 3 clusters Score -6651993 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -6651994.000000 Penalty: 3554.007568
	Iteration 131Q: 3 clusters Score -6651994 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -6651994.500000 Penalty: 3554.007568
	Iteration 132Q: 3 clusters Score -6651994 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26480 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
Score: -6651994.000000 Penalty: 3554.007568
	Iteration 133Q: 3 clusters Score -6651994 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 29628 members 
Entering Unmasked Estep 
Score: -6651986.000000 Penalty: 3554.007568
	Iteration 134Q: 3 clusters Score -6651986 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -6651983.500000 Penalty: 3554.007568
	Iteration 135Q: 3 clusters Score -6651984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -6651981.000000 Penalty: 3554.007568
	Iteration 136Q: 3 clusters Score -6651981 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 29565 members 
Entering Unmasked Estep 
Score: -6651975.500000 Penalty: 3554.007568
	Iteration 137Q: 3 clusters Score -6651976 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -6651974.000000 Penalty: 3554.007568
	Iteration 138Q: 3 clusters Score -6651974 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 29515 members 
Entering Unmasked Estep 
Score: -6651972.500000 Penalty: 3554.007568
	Iteration 139Q: 3 clusters Score -6651972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -6651972.500000 Penalty: 3554.007568
	Iteration 140F: 3 clusters Score -6651972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 29488 members 
Entering Unmasked Estep 
Score: -6651974.000000 Penalty: 3554.007568
	Iteration 141Q: 3 clusters Score -6651974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 29471 members 
Entering Unmasked Estep 
Score: -6651982.500000 Penalty: 3554.007568
	Iteration 142Q: 3 clusters Score -6651982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
Score: -6651985.000000 Penalty: 3554.007568
	Iteration 143Q: 3 clusters Score -6651985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 29444 members 
Entering Unmasked Estep 
Score: -6651977.500000 Penalty: 3554.007568
	Iteration 144Q: 3 clusters Score -6651978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -6651981.500000 Penalty: 3554.007568
	Iteration 145Q: 3 clusters Score -6651982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 29423 members 
Entering Unmasked Estep 
Score: -6651981.000000 Penalty: 3554.007568
	Iteration 146Q: 3 clusters Score -6651981 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -6651990.000000 Penalty: 3554.007568
	Iteration 147Q: 3 clusters Score -6651990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 29388 members 
Entering Unmasked Estep 
Score: -6651992.000000 Penalty: 3554.007568
	Iteration 148Q: 3 clusters Score -6651992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 29379 members 
Entering Unmasked Estep 
Score: -6651995.000000 Penalty: 3554.007568
	Iteration 149Q: 3 clusters Score -6651995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 29373 members 
Entering Unmasked Estep 
Score: -6651994.000000 Penalty: 3554.007568
	Iteration 150Q: 3 clusters Score -6651994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 29368 members 
Entering Unmasked Estep 
Score: -6651996.000000 Penalty: 3554.007568
	Iteration 151Q: 3 clusters Score -6651996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26767 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -6651999.000000 Penalty: 3554.007568
	Iteration 152Q: 3 clusters Score -6651999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 29356 members 
Entering Unmasked Estep 
Score: -6652002.500000 Penalty: 3554.007568
	Iteration 153Q: 3 clusters Score -6652002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 29348 members 
Entering Unmasked Estep 
Score: -6651996.000000 Penalty: 3554.007568
	Iteration 154Q: 3 clusters Score -6651996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 29343 members 
Entering Unmasked Estep 
Score: -6651995.500000 Penalty: 3554.007568
	Iteration 155Q: 3 clusters Score -6651996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
Score: -6651988.500000 Penalty: 3554.007568
	Iteration 156Q: 3 clusters Score -6651988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -6651990.000000 Penalty: 3554.007568
	Iteration 157Q: 3 clusters Score -6651990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 29326 members 
Entering Unmasked Estep 
Score: -6651989.000000 Penalty: 3554.007568
	Iteration 158Q: 3 clusters Score -6651989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -6651991.000000 Penalty: 3554.007568
	Iteration 159Q: 3 clusters Score -6651991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -6651991.000000 Penalty: 3554.007568
	Iteration 160F: 3 clusters Score -6651991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -618007.562500 Penalty: 1416.383667
	Iteration 0F: 2 clusters Score -618007.6 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 3039 members 
Entering Unmasked Estep 
Score: -613359.187500 Penalty: 2832.767334
	Iteration 0F: 3 clusters Score -613359.2 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -614910.250000 Penalty: 2832.767334
	Iteration 1F: 3 clusters Score -614910.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -615233.687500 Penalty: 2832.767334
	Iteration 2F: 3 clusters Score -615233.7 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -615530.062500 Penalty: 2832.767334
	Iteration 3F: 3 clusters Score -615530.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -615792.375000 Penalty: 2832.767334
	Iteration 4F: 3 clusters Score -615792.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -616007.937500 Penalty: 2832.767334
	Iteration 5F: 3 clusters Score -616007.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -616197.562500 Penalty: 2832.767334
	Iteration 6Q: 3 clusters Score -616197.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -616328.312500 Penalty: 2832.767334
	Iteration 7Q: 3 clusters Score -616328.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -616408.500000 Penalty: 2832.767334
	Iteration 8Q: 3 clusters Score -616408.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -616474.812500 Penalty: 2832.767334
	Iteration 9Q: 3 clusters Score -616474.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -616530.250000 Penalty: 2832.767334
	Iteration 10Q: 3 clusters Score -616530.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -616578.500000 Penalty: 2832.767334
	Iteration 11Q: 3 clusters Score -616578.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -616608.750000 Penalty: 2832.767334
	Iteration 12Q: 3 clusters Score -616608.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -616631.937500 Penalty: 2832.767334
	Iteration 13Q: 3 clusters Score -616631.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -616650.750000 Penalty: 2832.767334
	Iteration 14Q: 3 clusters Score -616650.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -616670.500000 Penalty: 2832.767334
	Iteration 15Q: 3 clusters Score -616670.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -616690.937500 Penalty: 2832.767334
	Iteration 16Q: 3 clusters Score -616690.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -616706.000000 Penalty: 2832.767334
	Iteration 17Q: 3 clusters Score -616706 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -616722.875000 Penalty: 2832.767334
	Iteration 18Q: 3 clusters Score -616722.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -616735.562500 Penalty: 2832.767334
	Iteration 19Q: 3 clusters Score -616735.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -616742.750000 Penalty: 2832.767334
	Iteration 20F: 3 clusters Score -616742.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -616749.562500 Penalty: 2832.767334
	Iteration 21Q: 3 clusters Score -616749.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -616755.062500 Penalty: 2832.767334
	Iteration 22Q: 3 clusters Score -616755.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -616758.625000 Penalty: 2832.767334
	Iteration 23Q: 3 clusters Score -616758.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -616763.750000 Penalty: 2832.767334
	Iteration 24Q: 3 clusters Score -616763.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -616762.187500 Penalty: 2832.767334
	Iteration 25Q: 3 clusters Score -616762.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -616764.937500 Penalty: 2832.767334
	Iteration 26Q: 3 clusters Score -616764.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -616769.625000 Penalty: 2832.767334
	Iteration 27Q: 3 clusters Score -616769.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -616772.437500 Penalty: 2832.767334
	Iteration 28Q: 3 clusters Score -616772.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -616777.937500 Penalty: 2832.767334
	Iteration 29Q: 3 clusters Score -616777.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -616778.875000 Penalty: 2832.767334
	Iteration 30Q: 3 clusters Score -616778.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -616779.437500 Penalty: 2832.767334
	Iteration 31Q: 3 clusters Score -616779.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -616780.312500 Penalty: 2832.767334
	Iteration 32Q: 3 clusters Score -616780.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -616781.937500 Penalty: 2832.767334
	Iteration 33Q: 3 clusters Score -616781.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -616783.750000 Penalty: 2832.767334
	Iteration 34Q: 3 clusters Score -616783.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -616783.937500 Penalty: 2832.767334
	Iteration 35Q: 3 clusters Score -616783.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -616785.187500 Penalty: 2832.767334
	Iteration 36Q: 3 clusters Score -616785.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -616785.375000 Penalty: 2832.767334
	Iteration 37Q: 3 clusters Score -616785.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -616785.375000 Penalty: 2832.767334
	Iteration 38F: 3 clusters Score -616785.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (109604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109604 members 
Entering Unmasked Estep 
Score: -12965782.000000 Penalty: 1885.752319
	Iteration 0F: 2 clusters Score -1.296578e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54898 members 
Mstep: Class 2 contains 54706 members 
Entering Unmasked Estep 
Score: -12895360.000000 Penalty: 3771.504639
	Iteration 0F: 3 clusters Score -1.289536e+07 nChanged 52613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58283 members 
Mstep: Class 2 contains 51321 members 
Entering Unmasked Estep 
Score: -12925926.000000 Penalty: 3771.504639
	Iteration 1F: 3 clusters Score -1.292593e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60613 members 
Mstep: Class 2 contains 48991 members 
Entering Unmasked Estep 
Score: -12926914.000000 Penalty: 3771.504639
	Iteration 2Q: 3 clusters Score -1.292691e+07 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64071 members 
Mstep: Class 2 contains 45533 members 
Entering Unmasked Estep 
Score: -12928286.000000 Penalty: 3771.504639
	Iteration 3Q: 3 clusters Score -1.292829e+07 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69109 members 
Mstep: Class 2 contains 40495 members 
Entering Unmasked Estep 
Score: -12930804.000000 Penalty: 3771.504639
	Iteration 4F: 3 clusters Score -1.29308e+07 nChanged 7221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75940 members 
Mstep: Class 2 contains 33664 members 
Entering Unmasked Estep 
Score: -12935088.000000 Penalty: 3771.504639
	Iteration 5F: 3 clusters Score -1.293509e+07 nChanged 8753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84521 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -12942066.000000 Penalty: 3771.504639
	Iteration 6F: 3 clusters Score -1.294207e+07 nChanged 9471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93924 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -12950951.000000 Penalty: 3771.504639
	Iteration 7F: 3 clusters Score -1.295095e+07 nChanged 7831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101729 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -12957363.000000 Penalty: 3771.504639
	Iteration 8F: 3 clusters Score -1.295736e+07 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106186 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -12961145.000000 Penalty: 3771.504639
	Iteration 9Q: 3 clusters Score -1.296114e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108176 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -12962966.000000 Penalty: 3771.504639
	Iteration 10Q: 3 clusters Score -1.296297e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108919 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -12963584.000000 Penalty: 3771.504639
	Iteration 11Q: 3 clusters Score -1.296358e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109199 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -12963812.000000 Penalty: 3771.504639
	Iteration 12Q: 3 clusters Score -1.296381e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109299 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -12963908.000000 Penalty: 3771.504639
	Iteration 13Q: 3 clusters Score -1.296391e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109330 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -12963988.000000 Penalty: 3771.504639
	Iteration 14Q: 3 clusters Score -1.296399e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109348 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -12963996.000000 Penalty: 3771.504639
	Iteration 15Q: 3 clusters Score -1.2964e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109352 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -12964020.000000 Penalty: 3771.504639
	Iteration 16Q: 3 clusters Score -1.296402e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109361 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -12964043.000000 Penalty: 3771.504639
	Iteration 17Q: 3 clusters Score -1.296404e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109362 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -12964053.000000 Penalty: 3771.504639
	Iteration 18Q: 3 clusters Score -1.296405e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109367 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -12964070.000000 Penalty: 3771.504639
	Iteration 19Q: 3 clusters Score -1.296407e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109371 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -12964090.000000 Penalty: 3771.504639
	Iteration 20F: 3 clusters Score -1.296409e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109372 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -12964087.000000 Penalty: 3771.504639
	Iteration 21Q: 3 clusters Score -1.296409e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109373 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -12964096.000000 Penalty: 3771.504639
	Iteration 22Q: 3 clusters Score -1.29641e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109376 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -12964108.000000 Penalty: 3771.504639
	Iteration 23Q: 3 clusters Score -1.296411e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109375 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -12964104.000000 Penalty: 3771.504639
	Iteration 24Q: 3 clusters Score -1.29641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109374 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -12964103.000000 Penalty: 3771.504639
	Iteration 25Q: 3 clusters Score -1.29641e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109374 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -12964103.000000 Penalty: 3771.504639
	Iteration 26F: 3 clusters Score -1.29641e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (29516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Entering Unmasked Estep 
Score: -3437152.500000 Penalty: 1672.561646
	Iteration 0F: 2 clusters Score -3437152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -3417081.000000 Penalty: 3345.123291
	Iteration 0F: 3 clusters Score -3417081 nChanged 13658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -3424605.250000 Penalty: 3345.123291
	Iteration 1F: 3 clusters Score -3424605 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -3424900.750000 Penalty: 3345.123291
	Iteration 2Q: 3 clusters Score -3424901 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -3425208.000000 Penalty: 3345.123291
	Iteration 3Q: 3 clusters Score -3425208 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -3425476.000000 Penalty: 3345.123291
	Iteration 4Q: 3 clusters Score -3425476 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -3425859.000000 Penalty: 3345.123291
	Iteration 5Q: 3 clusters Score -3425859 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -3426355.250000 Penalty: 3345.123291
	Iteration 6Q: 3 clusters Score -3426355 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -3427079.250000 Penalty: 3345.123291
	Iteration 7Q: 3 clusters Score -3427079 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -3428242.750000 Penalty: 3345.123291
	Iteration 8F: 3 clusters Score -3428243 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -3429829.500000 Penalty: 3345.123291
	Iteration 9F: 3 clusters Score -3429830 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -3431633.000000 Penalty: 3345.123291
	Iteration 10F: 3 clusters Score -3431633 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -3433240.500000 Penalty: 3345.123291
	Iteration 11F: 3 clusters Score -3433240 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -3434463.750000 Penalty: 3345.123291
	Iteration 12Q: 3 clusters Score -3434464 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 28869 members 
Entering Unmasked Estep 
Score: -3435130.250000 Penalty: 3345.123291
	Iteration 13Q: 3 clusters Score -3435130 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 29174 members 
Entering Unmasked Estep 
Score: -3435422.000000 Penalty: 3345.123291
	Iteration 14Q: 3 clusters Score -3435422 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 29287 members 
Entering Unmasked Estep 
Score: -3435568.000000 Penalty: 3345.123291
	Iteration 15Q: 3 clusters Score -3435568 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 29330 members 
Entering Unmasked Estep 
Score: -3435626.500000 Penalty: 3345.123291
	Iteration 16Q: 3 clusters Score -3435626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 29347 members 
Entering Unmasked Estep 
Score: -3435646.500000 Penalty: 3345.123291
	Iteration 17Q: 3 clusters Score -3435646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
Score: -3435670.250000 Penalty: 3345.123291
	Iteration 18Q: 3 clusters Score -3435670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 29358 members 
Entering Unmasked Estep 
Score: -3435680.750000 Penalty: 3345.123291
	Iteration 19Q: 3 clusters Score -3435681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -3435694.500000 Penalty: 3345.123291
	Iteration 20F: 3 clusters Score -3435694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -3435697.500000 Penalty: 3345.123291
	Iteration 21Q: 3 clusters Score -3435698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -3435701.500000 Penalty: 3345.123291
	Iteration 22Q: 3 clusters Score -3435702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -3435701.000000 Penalty: 3345.123291
	Iteration 23Q: 3 clusters Score -3435701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -3435701.000000 Penalty: 3345.123291
	Iteration 24F: 3 clusters Score -3435701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (6055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Entering Unmasked Estep 
Score: -703869.750000 Penalty: 1415.154053
	Iteration 0F: 2 clusters Score -703869.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -699259.500000 Penalty: 2830.308105
	Iteration 0F: 3 clusters Score -699259.5 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -700548.812500 Penalty: 2830.308105
	Iteration 1F: 3 clusters Score -700548.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -700711.000000 Penalty: 2830.308105
	Iteration 2F: 3 clusters Score -700711 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -700824.937500 Penalty: 2830.308105
	Iteration 3Q: 3 clusters Score -700824.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -700913.250000 Penalty: 2830.308105
	Iteration 4Q: 3 clusters Score -700913.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -700993.750000 Penalty: 2830.308105
	Iteration 5Q: 3 clusters Score -700993.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -701069.500000 Penalty: 2830.308105
	Iteration 6Q: 3 clusters Score -701069.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -701154.500000 Penalty: 2830.308105
	Iteration 7Q: 3 clusters Score -701154.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -701264.000000 Penalty: 2830.308105
	Iteration 8Q: 3 clusters Score -701264 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -701369.750000 Penalty: 2830.308105
	Iteration 9Q: 3 clusters Score -701369.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -701468.875000 Penalty: 2830.308105
	Iteration 10Q: 3 clusters Score -701468.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -701588.125000 Penalty: 2830.308105
	Iteration 11Q: 3 clusters Score -701588.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -701729.875000 Penalty: 2830.308105
	Iteration 12Q: 3 clusters Score -701729.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -701892.812500 Penalty: 2830.308105
	Iteration 13Q: 3 clusters Score -701892.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -702055.625000 Penalty: 2830.308105
	Iteration 14Q: 3 clusters Score -702055.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -702207.625000 Penalty: 2830.308105
	Iteration 15Q: 3 clusters Score -702207.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -702324.187500 Penalty: 2830.308105
	Iteration 16Q: 3 clusters Score -702324.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -702416.687500 Penalty: 2830.308105
	Iteration 17Q: 3 clusters Score -702416.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -702471.812500 Penalty: 2830.308105
	Iteration 18Q: 3 clusters Score -702471.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -702517.500000 Penalty: 2830.308105
	Iteration 19Q: 3 clusters Score -702517.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -702551.312500 Penalty: 2830.308105
	Iteration 20F: 3 clusters Score -702551.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -702578.750000 Penalty: 2830.308105
	Iteration 21Q: 3 clusters Score -702578.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -702599.187500 Penalty: 2830.308105
	Iteration 22Q: 3 clusters Score -702599.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -702610.625000 Penalty: 2830.308105
	Iteration 23Q: 3 clusters Score -702610.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -702621.187500 Penalty: 2830.308105
	Iteration 24Q: 3 clusters Score -702621.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -702633.812500 Penalty: 2830.308105
	Iteration 25Q: 3 clusters Score -702633.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -702635.000000 Penalty: 2830.308105
	Iteration 26Q: 3 clusters Score -702635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -702635.000000 Penalty: 2830.308105
	Iteration 27F: 3 clusters Score -702635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Entering Unmasked Estep 
Score: -239875.859375 Penalty: 1238.125488
	Iteration 0F: 2 clusters Score -239875.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -237760.656250 Penalty: 2476.250977
	Iteration 0F: 3 clusters Score -237760.7 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -238193.578125 Penalty: 2476.250977
	Iteration 1F: 3 clusters Score -238193.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -238277.984375 Penalty: 2476.250977
	Iteration 2F: 3 clusters Score -238278 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -238325.921875 Penalty: 2476.250977
	Iteration 3Q: 3 clusters Score -238325.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -238361.328125 Penalty: 2476.250977
	Iteration 4Q: 3 clusters Score -238361.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -238385.703125 Penalty: 2476.250977
	Iteration 5Q: 3 clusters Score -238385.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -238404.734375 Penalty: 2476.250977
	Iteration 6Q: 3 clusters Score -238404.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -238428.531250 Penalty: 2476.250977
	Iteration 7Q: 3 clusters Score -238428.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -238448.218750 Penalty: 2476.250977
	Iteration 8Q: 3 clusters Score -238448.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -238469.062500 Penalty: 2476.250977
	Iteration 9Q: 3 clusters Score -238469.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -238486.093750 Penalty: 2476.250977
	Iteration 10Q: 3 clusters Score -238486.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -238498.328125 Penalty: 2476.250977
	Iteration 11Q: 3 clusters Score -238498.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -238508.015625 Penalty: 2476.250977
	Iteration 12Q: 3 clusters Score -238508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -238512.234375 Penalty: 2476.250977
	Iteration 13Q: 3 clusters Score -238512.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -238516.734375 Penalty: 2476.250977
	Iteration 14Q: 3 clusters Score -238516.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -238517.765625 Penalty: 2476.250977
	Iteration 15Q: 3 clusters Score -238517.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -238519.921875 Penalty: 2476.250977
	Iteration 16Q: 3 clusters Score -238519.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -238521.437500 Penalty: 2476.250977
	Iteration 17Q: 3 clusters Score -238521.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -238523.421875 Penalty: 2476.250977
	Iteration 18Q: 3 clusters Score -238523.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -238524.796875 Penalty: 2476.250977
	Iteration 19Q: 3 clusters Score -238524.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -238527.328125 Penalty: 2476.250977
	Iteration 20F: 3 clusters Score -238527.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -238530.703125 Penalty: 2476.250977
	Iteration 21Q: 3 clusters Score -238530.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -238534.312500 Penalty: 2476.250977
	Iteration 22Q: 3 clusters Score -238534.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -238536.890625 Penalty: 2476.250977
	Iteration 23Q: 3 clusters Score -238536.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -238538.781250 Penalty: 2476.250977
	Iteration 24Q: 3 clusters Score -238538.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -238539.218750 Penalty: 2476.250977
	Iteration 25Q: 3 clusters Score -238539.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -238539.562500 Penalty: 2476.250977
	Iteration 26Q: 3 clusters Score -238539.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -238539.562500 Penalty: 2476.250977
	Iteration 27F: 3 clusters Score -238539.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Entering Unmasked Estep 
Score: -29852.376953 Penalty: 978.416260
	Iteration 0F: 2 clusters Score -29852.38 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 212 members 
Entering Unmasked Estep 
Score: -28958.896484 Penalty: 1956.832520
	Iteration 0F: 3 clusters Score -28958.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -29195.925781 Penalty: 1956.832520
	Iteration 1F: 3 clusters Score -29195.93 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -29288.544922 Penalty: 1956.832520
	Iteration 2F: 3 clusters Score -29288.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -29344.574219 Penalty: 1956.832520
	Iteration 3Q: 3 clusters Score -29344.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -29391.484375 Penalty: 1956.832520
	Iteration 4Q: 3 clusters Score -29391.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -29420.707031 Penalty: 1956.832520
	Iteration 5Q: 3 clusters Score -29420.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -29427.537109 Penalty: 1956.832520
	Iteration 6Q: 3 clusters Score -29427.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -29438.119141 Penalty: 1956.832520
	Iteration 7Q: 3 clusters Score -29438.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -29445.865234 Penalty: 1956.832520
	Iteration 8Q: 3 clusters Score -29445.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -29452.222656 Penalty: 1956.832520
	Iteration 9Q: 3 clusters Score -29452.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -29452.222656 Penalty: 1956.832520
	Iteration 10F: 3 clusters Score -29452.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (108050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108050 members 
Entering Unmasked Estep 
Score: -12822519.000000 Penalty: 1883.431763
	Iteration 0F: 2 clusters Score -1.282252e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53953 members 
Mstep: Class 2 contains 54097 members 
Entering Unmasked Estep 
Score: -12753458.000000 Penalty: 3766.863525
	Iteration 0F: 3 clusters Score -1.275346e+07 nChanged 51744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54361 members 
Mstep: Class 2 contains 53689 members 
Entering Unmasked Estep 
Score: -12782793.000000 Penalty: 3766.863525
	Iteration 1F: 3 clusters Score -1.278279e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54626 members 
Mstep: Class 2 contains 53424 members 
Entering Unmasked Estep 
Score: -12783321.000000 Penalty: 3766.863525
	Iteration 2Q: 3 clusters Score -1.278332e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55073 members 
Mstep: Class 2 contains 52977 members 
Entering Unmasked Estep 
Score: -12783839.000000 Penalty: 3766.863525
	Iteration 3Q: 3 clusters Score -1.278384e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55837 members 
Mstep: Class 2 contains 52213 members 
Entering Unmasked Estep 
Score: -12784457.000000 Penalty: 3766.863525
	Iteration 4Q: 3 clusters Score -1.278446e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57029 members 
Mstep: Class 2 contains 51021 members 
Entering Unmasked Estep 
Score: -12785312.000000 Penalty: 3766.863525
	Iteration 5Q: 3 clusters Score -1.278531e+07 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58843 members 
Mstep: Class 2 contains 49207 members 
Entering Unmasked Estep 
Score: -12786479.000000 Penalty: 3766.863525
	Iteration 6Q: 3 clusters Score -1.278648e+07 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61540 members 
Mstep: Class 2 contains 46510 members 
Entering Unmasked Estep 
Score: -12788027.000000 Penalty: 3766.863525
	Iteration 7Q: 3 clusters Score -1.278803e+07 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65118 members 
Mstep: Class 2 contains 42932 members 
Entering Unmasked Estep 
Score: -12790270.000000 Penalty: 3766.863525
	Iteration 8Q: 3 clusters Score -1.279027e+07 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69834 members 
Mstep: Class 2 contains 38216 members 
Entering Unmasked Estep 
Score: -12793569.000000 Penalty: 3766.863525
	Iteration 9F: 3 clusters Score -1.279357e+07 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75372 members 
Mstep: Class 2 contains 32678 members 
Entering Unmasked Estep 
Score: -12798259.000000 Penalty: 3766.863525
	Iteration 10F: 3 clusters Score -1.279826e+07 nChanged 6419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80955 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -12803585.000000 Penalty: 3766.863525
	Iteration 11F: 3 clusters Score -1.280358e+07 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85505 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -12808642.000000 Penalty: 3766.863525
	Iteration 12F: 3 clusters Score -1.280864e+07 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88945 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -12811819.000000 Penalty: 3766.863525
	Iteration 13Q: 3 clusters Score -1.281182e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91641 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -12813640.000000 Penalty: 3766.863525
	Iteration 14Q: 3 clusters Score -1.281364e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94000 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -12814783.000000 Penalty: 3766.863525
	Iteration 15Q: 3 clusters Score -1.281478e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96041 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -12815696.000000 Penalty: 3766.863525
	Iteration 16Q: 3 clusters Score -1.28157e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97889 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -12816547.000000 Penalty: 3766.863525
	Iteration 17Q: 3 clusters Score -1.281655e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99442 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -12817221.000000 Penalty: 3766.863525
	Iteration 18Q: 3 clusters Score -1.281722e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100725 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -12817893.000000 Penalty: 3766.863525
	Iteration 19Q: 3 clusters Score -1.281789e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101836 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -12818405.000000 Penalty: 3766.863525
	Iteration 20F: 3 clusters Score -1.28184e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102736 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -12818813.000000 Penalty: 3766.863525
	Iteration 21Q: 3 clusters Score -1.281881e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103485 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -12819180.000000 Penalty: 3766.863525
	Iteration 22Q: 3 clusters Score -1.281918e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104086 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -12819489.000000 Penalty: 3766.863525
	Iteration 23Q: 3 clusters Score -1.281949e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104547 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -12819695.000000 Penalty: 3766.863525
	Iteration 24Q: 3 clusters Score -1.28197e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104934 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -12819897.000000 Penalty: 3766.863525
	Iteration 25Q: 3 clusters Score -1.28199e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105221 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -12820021.000000 Penalty: 3766.863525
	Iteration 26Q: 3 clusters Score -1.282002e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105465 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -12820145.000000 Penalty: 3766.863525
	Iteration 27Q: 3 clusters Score -1.282014e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105661 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -12820234.000000 Penalty: 3766.863525
	Iteration 28Q: 3 clusters Score -1.282023e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105809 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -12820260.000000 Penalty: 3766.863525
	Iteration 29Q: 3 clusters Score -1.282026e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105932 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -12820337.000000 Penalty: 3766.863525
	Iteration 30Q: 3 clusters Score -1.282034e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106029 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -12820365.000000 Penalty: 3766.863525
	Iteration 31Q: 3 clusters Score -1.282036e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106113 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -12820372.000000 Penalty: 3766.863525
	Iteration 32Q: 3 clusters Score -1.282037e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106190 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -12820379.000000 Penalty: 3766.863525
	Iteration 33Q: 3 clusters Score -1.282038e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106259 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -12820394.000000 Penalty: 3766.863525
	Iteration 34Q: 3 clusters Score -1.282039e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106317 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -12820412.000000 Penalty: 3766.863525
	Iteration 35Q: 3 clusters Score -1.282041e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106369 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -12820420.000000 Penalty: 3766.863525
	Iteration 36Q: 3 clusters Score -1.282042e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106413 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -12820440.000000 Penalty: 3766.863525
	Iteration 37Q: 3 clusters Score -1.282044e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106447 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -12820447.000000 Penalty: 3766.863525
	Iteration 38Q: 3 clusters Score -1.282045e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106480 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -12820455.000000 Penalty: 3766.863525
	Iteration 39Q: 3 clusters Score -1.282046e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106510 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -12820477.000000 Penalty: 3766.863525
	Iteration 40F: 3 clusters Score -1.282048e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106536 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -12820496.000000 Penalty: 3766.863525
	Iteration 41Q: 3 clusters Score -1.28205e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106563 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -12820519.000000 Penalty: 3766.863525
	Iteration 42Q: 3 clusters Score -1.282052e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106587 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -12820525.000000 Penalty: 3766.863525
	Iteration 43Q: 3 clusters Score -1.282052e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106613 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -12820531.000000 Penalty: 3766.863525
	Iteration 44Q: 3 clusters Score -1.282053e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106634 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -12820538.000000 Penalty: 3766.863525
	Iteration 45Q: 3 clusters Score -1.282054e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106652 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -12820543.000000 Penalty: 3766.863525
	Iteration 46Q: 3 clusters Score -1.282054e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106671 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -12820534.000000 Penalty: 3766.863525
	Iteration 47Q: 3 clusters Score -1.282053e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106692 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -12820560.000000 Penalty: 3766.863525
	Iteration 48Q: 3 clusters Score -1.282056e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106704 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -12820552.000000 Penalty: 3766.863525
	Iteration 49Q: 3 clusters Score -1.282055e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106718 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -12820569.000000 Penalty: 3766.863525
	Iteration 50Q: 3 clusters Score -1.282057e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106731 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -12820585.000000 Penalty: 3766.863525
	Iteration 51Q: 3 clusters Score -1.282058e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106740 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -12820584.000000 Penalty: 3766.863525
	Iteration 52Q: 3 clusters Score -1.282058e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106748 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -12820573.000000 Penalty: 3766.863525
	Iteration 53Q: 3 clusters Score -1.282057e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106761 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -12820588.000000 Penalty: 3766.863525
	Iteration 54Q: 3 clusters Score -1.282059e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106772 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -12820586.000000 Penalty: 3766.863525
	Iteration 55Q: 3 clusters Score -1.282059e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106780 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -12820578.000000 Penalty: 3766.863525
	Iteration 56Q: 3 clusters Score -1.282058e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106790 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -12820582.000000 Penalty: 3766.863525
	Iteration 57Q: 3 clusters Score -1.282058e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106799 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -12820589.000000 Penalty: 3766.863525
	Iteration 58Q: 3 clusters Score -1.282059e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106806 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -12820579.000000 Penalty: 3766.863525
	Iteration 59Q: 3 clusters Score -1.282058e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106813 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -12820591.000000 Penalty: 3766.863525
	Iteration 60F: 3 clusters Score -1.282059e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106824 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -12820616.000000 Penalty: 3766.863525
	Iteration 61Q: 3 clusters Score -1.282062e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106833 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -12820620.000000 Penalty: 3766.863525
	Iteration 62Q: 3 clusters Score -1.282062e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106842 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -12820630.000000 Penalty: 3766.863525
	Iteration 63Q: 3 clusters Score -1.282063e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106857 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -12820651.000000 Penalty: 3766.863525
	Iteration 64Q: 3 clusters Score -1.282065e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106870 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -12820654.000000 Penalty: 3766.863525
	Iteration 65Q: 3 clusters Score -1.282065e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106878 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -12820659.000000 Penalty: 3766.863525
	Iteration 66Q: 3 clusters Score -1.282066e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106887 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -12820656.000000 Penalty: 3766.863525
	Iteration 67Q: 3 clusters Score -1.282066e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106891 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -12820665.000000 Penalty: 3766.863525
	Iteration 68Q: 3 clusters Score -1.282066e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106893 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -12820674.000000 Penalty: 3766.863525
	Iteration 69Q: 3 clusters Score -1.282067e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106898 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -12820664.000000 Penalty: 3766.863525
	Iteration 70Q: 3 clusters Score -1.282066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106901 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -12820672.000000 Penalty: 3766.863525
	Iteration 71Q: 3 clusters Score -1.282067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106905 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -12820660.000000 Penalty: 3766.863525
	Iteration 72Q: 3 clusters Score -1.282066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106910 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -12820676.000000 Penalty: 3766.863525
	Iteration 73Q: 3 clusters Score -1.282068e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106914 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -12820681.000000 Penalty: 3766.863525
	Iteration 74Q: 3 clusters Score -1.282068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106916 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -12820686.000000 Penalty: 3766.863525
	Iteration 75Q: 3 clusters Score -1.282069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106918 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -12820687.000000 Penalty: 3766.863525
	Iteration 76Q: 3 clusters Score -1.282069e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106919 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -12820695.000000 Penalty: 3766.863525
	Iteration 77Q: 3 clusters Score -1.28207e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106919 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -12820694.000000 Penalty: 3766.863525
	Iteration 78Q: 3 clusters Score -1.282069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106918 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -12820694.000000 Penalty: 3766.863525
	Iteration 79Q: 3 clusters Score -1.282069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106918 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -12820691.000000 Penalty: 3766.863525
	Iteration 80F: 3 clusters Score -1.282069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106919 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -12820678.000000 Penalty: 3766.863525
	Iteration 81Q: 3 clusters Score -1.282068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106921 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -12820680.000000 Penalty: 3766.863525
	Iteration 82Q: 3 clusters Score -1.282068e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106921 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -12820680.000000 Penalty: 3766.863525
	Iteration 83F: 3 clusters Score -1.282068e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -153302.046875 Penalty: 1179.606323
	Iteration 0F: 2 clusters Score -153302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -151604.468750 Penalty: 2359.212646
	Iteration 0F: 3 clusters Score -151604.5 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -151932.234375 Penalty: 2359.212646
	Iteration 1F: 3 clusters Score -151932.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -152015.875000 Penalty: 2359.212646
	Iteration 2F: 3 clusters Score -152015.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -152071.625000 Penalty: 2359.212646
	Iteration 3Q: 3 clusters Score -152071.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -152110.562500 Penalty: 2359.212646
	Iteration 4Q: 3 clusters Score -152110.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -152147.890625 Penalty: 2359.212646
	Iteration 5Q: 3 clusters Score -152147.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -152183.546875 Penalty: 2359.212646
	Iteration 6Q: 3 clusters Score -152183.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -152215.593750 Penalty: 2359.212646
	Iteration 7Q: 3 clusters Score -152215.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -152237.796875 Penalty: 2359.212646
	Iteration 8Q: 3 clusters Score -152237.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -152258.515625 Penalty: 2359.212646
	Iteration 9Q: 3 clusters Score -152258.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -152281.406250 Penalty: 2359.212646
	Iteration 10Q: 3 clusters Score -152281.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -152295.843750 Penalty: 2359.212646
	Iteration 11Q: 3 clusters Score -152295.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -152305.921875 Penalty: 2359.212646
	Iteration 12Q: 3 clusters Score -152305.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -152310.921875 Penalty: 2359.212646
	Iteration 13Q: 3 clusters Score -152310.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -152315.734375 Penalty: 2359.212646
	Iteration 14Q: 3 clusters Score -152315.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -152320.765625 Penalty: 2359.212646
	Iteration 15Q: 3 clusters Score -152320.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -152325.937500 Penalty: 2359.212646
	Iteration 16Q: 3 clusters Score -152325.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -152332.343750 Penalty: 2359.212646
	Iteration 17Q: 3 clusters Score -152332.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -152335.796875 Penalty: 2359.212646
	Iteration 18Q: 3 clusters Score -152335.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -152338.953125 Penalty: 2359.212646
	Iteration 19Q: 3 clusters Score -152339 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -152348.859375 Penalty: 2359.212646
	Iteration 20F: 3 clusters Score -152348.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -152360.578125 Penalty: 2359.212646
	Iteration 21Q: 3 clusters Score -152360.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -152368.484375 Penalty: 2359.212646
	Iteration 22Q: 3 clusters Score -152368.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -152373.937500 Penalty: 2359.212646
	Iteration 23Q: 3 clusters Score -152373.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -152379.125000 Penalty: 2359.212646
	Iteration 24Q: 3 clusters Score -152379.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -152384.000000 Penalty: 2359.212646
	Iteration 25Q: 3 clusters Score -152384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -152387.171875 Penalty: 2359.212646
	Iteration 26Q: 3 clusters Score -152387.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -152389.234375 Penalty: 2359.212646
	Iteration 27Q: 3 clusters Score -152389.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -152393.703125 Penalty: 2359.212646
	Iteration 28Q: 3 clusters Score -152393.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -152395.968750 Penalty: 2359.212646
	Iteration 29Q: 3 clusters Score -152396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -152399.406250 Penalty: 2359.212646
	Iteration 30Q: 3 clusters Score -152399.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -152401.562500 Penalty: 2359.212646
	Iteration 31Q: 3 clusters Score -152401.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -152403.265625 Penalty: 2359.212646
	Iteration 32Q: 3 clusters Score -152403.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -152405.171875 Penalty: 2359.212646
	Iteration 33Q: 3 clusters Score -152405.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -152407.500000 Penalty: 2359.212646
	Iteration 34Q: 3 clusters Score -152407.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -152410.890625 Penalty: 2359.212646
	Iteration 35Q: 3 clusters Score -152410.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -152411.046875 Penalty: 2359.212646
	Iteration 36Q: 3 clusters Score -152411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -152411.906250 Penalty: 2359.212646
	Iteration 37Q: 3 clusters Score -152411.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -152413.359375 Penalty: 2359.212646
	Iteration 38Q: 3 clusters Score -152413.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -152413.578125 Penalty: 2359.212646
	Iteration 39Q: 3 clusters Score -152413.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -152413.578125 Penalty: 2359.212646
	Iteration 40F: 3 clusters Score -152413.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (27374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Entering Unmasked Estep 
Score: -3213185.000000 Penalty: 1660.319214
	Iteration 0F: 2 clusters Score -3213185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -3194665.000000 Penalty: 3320.638428
	Iteration 0F: 3 clusters Score -3194665 nChanged 12586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -3201523.750000 Penalty: 3320.638428
	Iteration 1F: 3 clusters Score -3201524 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -3201851.500000 Penalty: 3320.638428
	Iteration 2Q: 3 clusters Score -3201852 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -3202155.500000 Penalty: 3320.638428
	Iteration 3Q: 3 clusters Score -3202156 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -3202469.000000 Penalty: 3320.638428
	Iteration 4Q: 3 clusters Score -3202469 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -3202832.000000 Penalty: 3320.638428
	Iteration 5Q: 3 clusters Score -3202832 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -3203260.000000 Penalty: 3320.638428
	Iteration 6Q: 3 clusters Score -3203260 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -3203934.000000 Penalty: 3320.638428
	Iteration 7Q: 3 clusters Score -3203934 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -3204932.250000 Penalty: 3320.638428
	Iteration 8F: 3 clusters Score -3204932 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -3206342.000000 Penalty: 3320.638428
	Iteration 9F: 3 clusters Score -3206342 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -3208012.750000 Penalty: 3320.638428
	Iteration 10F: 3 clusters Score -3208013 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -3209544.750000 Penalty: 3320.638428
	Iteration 11F: 3 clusters Score -3209545 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -3210690.000000 Penalty: 3320.638428
	Iteration 12Q: 3 clusters Score -3210690 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 26785 members 
Entering Unmasked Estep 
Score: -3211242.750000 Penalty: 3320.638428
	Iteration 13Q: 3 clusters Score -3211243 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -3211468.250000 Penalty: 3320.638428
	Iteration 14Q: 3 clusters Score -3211468 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -3211562.000000 Penalty: 3320.638428
	Iteration 15Q: 3 clusters Score -3211562 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -3211608.000000 Penalty: 3320.638428
	Iteration 16Q: 3 clusters Score -3211608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 27143 members 
Entering Unmasked Estep 
Score: -3211636.000000 Penalty: 3320.638428
	Iteration 17Q: 3 clusters Score -3211636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -3211659.500000 Penalty: 3320.638428
	Iteration 18Q: 3 clusters Score -3211660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -3211676.250000 Penalty: 3320.638428
	Iteration 19Q: 3 clusters Score -3211676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 27171 members 
Entering Unmasked Estep 
Score: -3211685.250000 Penalty: 3320.638428
	Iteration 20F: 3 clusters Score -3211685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -3211691.250000 Penalty: 3320.638428
	Iteration 21Q: 3 clusters Score -3211691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -3211695.000000 Penalty: 3320.638428
	Iteration 22Q: 3 clusters Score -3211695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -3211695.250000 Penalty: 3320.638428
	Iteration 23Q: 3 clusters Score -3211695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -3211694.500000 Penalty: 3320.638428
	Iteration 24Q: 3 clusters Score -3211694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -3211694.500000 Penalty: 3320.638428
	Iteration 25F: 3 clusters Score -3211694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Entering Unmasked Estep 
Score: -126511.851562 Penalty: 1162.370972
	Iteration 0F: 2 clusters Score -126511.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -124918.710938 Penalty: 2324.741943
	Iteration 0F: 3 clusters Score -124918.7 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -125278.281250 Penalty: 2324.741943
	Iteration 1F: 3 clusters Score -125278.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -125370.984375 Penalty: 2324.741943
	Iteration 2F: 3 clusters Score -125371 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -125438.554688 Penalty: 2324.741943
	Iteration 3Q: 3 clusters Score -125438.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -125495.562500 Penalty: 2324.741943
	Iteration 4Q: 3 clusters Score -125495.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -125557.070312 Penalty: 2324.741943
	Iteration 5Q: 3 clusters Score -125557.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -125591.625000 Penalty: 2324.741943
	Iteration 6Q: 3 clusters Score -125591.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -125626.140625 Penalty: 2324.741943
	Iteration 7Q: 3 clusters Score -125626.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -125662.492188 Penalty: 2324.741943
	Iteration 8Q: 3 clusters Score -125662.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -125687.820312 Penalty: 2324.741943
	Iteration 9Q: 3 clusters Score -125687.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -125709.718750 Penalty: 2324.741943
	Iteration 10Q: 3 clusters Score -125709.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -125742.695312 Penalty: 2324.741943
	Iteration 11Q: 3 clusters Score -125742.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -125778.195312 Penalty: 2324.741943
	Iteration 12Q: 3 clusters Score -125778.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -125803.976562 Penalty: 2324.741943
	Iteration 13Q: 3 clusters Score -125804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -125838.750000 Penalty: 2324.741943
	Iteration 14Q: 3 clusters Score -125838.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -125867.414062 Penalty: 2324.741943
	Iteration 15Q: 3 clusters Score -125867.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -125884.851562 Penalty: 2324.741943
	Iteration 16Q: 3 clusters Score -125884.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -125903.726562 Penalty: 2324.741943
	Iteration 17Q: 3 clusters Score -125903.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -125916.304688 Penalty: 2324.741943
	Iteration 18Q: 3 clusters Score -125916.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -125926.828125 Penalty: 2324.741943
	Iteration 19Q: 3 clusters Score -125926.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -125935.539062 Penalty: 2324.741943
	Iteration 20F: 3 clusters Score -125935.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -125945.734375 Penalty: 2324.741943
	Iteration 21Q: 3 clusters Score -125945.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -125952.015625 Penalty: 2324.741943
	Iteration 22Q: 3 clusters Score -125952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -125955.156250 Penalty: 2324.741943
	Iteration 23Q: 3 clusters Score -125955.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -125955.156250 Penalty: 2324.741943
	Iteration 24F: 3 clusters Score -125955.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (83714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83714 members 
Entering Unmasked Estep 
Score: -9977339.000000 Penalty: 1841.963745
	Iteration 0F: 2 clusters Score -9977339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42058 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -9921521.000000 Penalty: 3683.927490
	Iteration 0F: 3 clusters Score -9921521 nChanged 39831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45947 members 
Mstep: Class 2 contains 37767 members 
Entering Unmasked Estep 
Score: -9944938.000000 Penalty: 3683.927490
	Iteration 1F: 3 clusters Score -9944938 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48253 members 
Mstep: Class 2 contains 35461 members 
Entering Unmasked Estep 
Score: -9946057.000000 Penalty: 3683.927490
	Iteration 2Q: 3 clusters Score -9946057 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51595 members 
Mstep: Class 2 contains 32119 members 
Entering Unmasked Estep 
Score: -9947948.000000 Penalty: 3683.927490
	Iteration 3F: 3 clusters Score -9947948 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56043 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -9950738.000000 Penalty: 3683.927490
	Iteration 4F: 3 clusters Score -9950738 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61502 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -9954786.000000 Penalty: 3683.927490
	Iteration 5F: 3 clusters Score -9954786 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67388 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -9960001.000000 Penalty: 3683.927490
	Iteration 6F: 3 clusters Score -9960001 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72697 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -9965029.000000 Penalty: 3683.927490
	Iteration 7F: 3 clusters Score -9965029 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76790 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -9969140.000000 Penalty: 3683.927490
	Iteration 8Q: 3 clusters Score -9969140 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79342 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -9971926.000000 Penalty: 3683.927490
	Iteration 9Q: 3 clusters Score -9971926 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80762 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -9973296.000000 Penalty: 3683.927490
	Iteration 10Q: 3 clusters Score -9973296 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81581 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -9974162.000000 Penalty: 3683.927490
	Iteration 11Q: 3 clusters Score -9974162 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82089 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -9974711.000000 Penalty: 3683.927490
	Iteration 12Q: 3 clusters Score -9974711 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82415 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -9975028.000000 Penalty: 3683.927490
	Iteration 13Q: 3 clusters Score -9975028 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82626 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -9975183.000000 Penalty: 3683.927490
	Iteration 14Q: 3 clusters Score -9975183 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82756 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -9975282.000000 Penalty: 3683.927490
	Iteration 15Q: 3 clusters Score -9975282 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82851 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -9975342.000000 Penalty: 3683.927490
	Iteration 16Q: 3 clusters Score -9975342 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82924 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -9975398.000000 Penalty: 3683.927490
	Iteration 17Q: 3 clusters Score -9975398 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82977 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -9975453.000000 Penalty: 3683.927490
	Iteration 18Q: 3 clusters Score -9975453 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83025 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -9975513.000000 Penalty: 3683.927490
	Iteration 19Q: 3 clusters Score -9975513 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83064 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -9975563.000000 Penalty: 3683.927490
	Iteration 20F: 3 clusters Score -9975563 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83093 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -9975597.000000 Penalty: 3683.927490
	Iteration 21Q: 3 clusters Score -9975597 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83115 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -9975612.000000 Penalty: 3683.927490
	Iteration 22Q: 3 clusters Score -9975612 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83136 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -9975645.000000 Penalty: 3683.927490
	Iteration 23Q: 3 clusters Score -9975645 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83155 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -9975662.000000 Penalty: 3683.927490
	Iteration 24Q: 3 clusters Score -9975662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83168 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -9975666.000000 Penalty: 3683.927490
	Iteration 25Q: 3 clusters Score -9975666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83178 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -9975684.000000 Penalty: 3683.927490
	Iteration 26Q: 3 clusters Score -9975684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83184 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -9975671.000000 Penalty: 3683.927490
	Iteration 27Q: 3 clusters Score -9975671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83187 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -9975676.000000 Penalty: 3683.927490
	Iteration 28Q: 3 clusters Score -9975676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83189 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -9975679.000000 Penalty: 3683.927490
	Iteration 29Q: 3 clusters Score -9975679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83191 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -9975681.000000 Penalty: 3683.927490
	Iteration 30Q: 3 clusters Score -9975681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83192 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -9975684.000000 Penalty: 3683.927490
	Iteration 31Q: 3 clusters Score -9975684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83193 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -9975688.000000 Penalty: 3683.927490
	Iteration 32Q: 3 clusters Score -9975688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83195 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -9975694.000000 Penalty: 3683.927490
	Iteration 33Q: 3 clusters Score -9975694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83195 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -9975694.000000 Penalty: 3683.927490
	Iteration 34F: 3 clusters Score -9975694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (33836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33836 members 
Entering Unmasked Estep 
Score: -4057553.000000 Penalty: 1694.758057
	Iteration 0F: 2 clusters Score -4057553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -4034787.250000 Penalty: 3389.516113
	Iteration 0F: 3 clusters Score -4034787 nChanged 15706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -4043478.250000 Penalty: 3389.516113
	Iteration 1F: 3 clusters Score -4043478 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -4043943.000000 Penalty: 3389.516113
	Iteration 2Q: 3 clusters Score -4043943 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -4044434.500000 Penalty: 3389.516113
	Iteration 3Q: 3 clusters Score -4044434 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -4045298.750000 Penalty: 3389.516113
	Iteration 4Q: 3 clusters Score -4045299 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -4046664.500000 Penalty: 3389.516113
	Iteration 5F: 3 clusters Score -4046664 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -4048554.500000 Penalty: 3389.516113
	Iteration 6F: 3 clusters Score -4048554 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -4050658.750000 Penalty: 3389.516113
	Iteration 7F: 3 clusters Score -4050659 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -4052322.000000 Penalty: 3389.516113
	Iteration 8F: 3 clusters Score -4052322 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -4053358.500000 Penalty: 3389.516113
	Iteration 9Q: 3 clusters Score -4053358 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -4053935.750000 Penalty: 3389.516113
	Iteration 10Q: 3 clusters Score -4053936 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -4054314.250000 Penalty: 3389.516113
	Iteration 11Q: 3 clusters Score -4054314 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -4054570.000000 Penalty: 3389.516113
	Iteration 12Q: 3 clusters Score -4054570 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -4054772.000000 Penalty: 3389.516113
	Iteration 13Q: 3 clusters Score -4054772 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -4054990.750000 Penalty: 3389.516113
	Iteration 14Q: 3 clusters Score -4054991 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -4055137.500000 Penalty: 3389.516113
	Iteration 15Q: 3 clusters Score -4055138 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -4055277.250000 Penalty: 3389.516113
	Iteration 16Q: 3 clusters Score -4055277 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -4055455.500000 Penalty: 3389.516113
	Iteration 17Q: 3 clusters Score -4055456 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -4055578.500000 Penalty: 3389.516113
	Iteration 18Q: 3 clusters Score -4055578 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -4055665.250000 Penalty: 3389.516113
	Iteration 19Q: 3 clusters Score -4055665 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -4055734.750000 Penalty: 3389.516113
	Iteration 20F: 3 clusters Score -4055735 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -4055760.500000 Penalty: 3389.516113
	Iteration 21Q: 3 clusters Score -4055760 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -4055799.500000 Penalty: 3389.516113
	Iteration 22Q: 3 clusters Score -4055800 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -4055805.750000 Penalty: 3389.516113
	Iteration 23Q: 3 clusters Score -4055806 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -4055804.000000 Penalty: 3389.516113
	Iteration 24Q: 3 clusters Score -4055804 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -4055829.000000 Penalty: 3389.516113
	Iteration 25Q: 3 clusters Score -4055829 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -4055818.500000 Penalty: 3389.516113
	Iteration 26Q: 3 clusters Score -4055818 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -4055787.500000 Penalty: 3389.516113
	Iteration 27Q: 3 clusters Score -4055788 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -4055770.750000 Penalty: 3389.516113
	Iteration 28Q: 3 clusters Score -4055771 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -4055810.750000 Penalty: 3389.516113
	Iteration 29Q: 3 clusters Score -4055811 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -4055808.000000 Penalty: 3389.516113
	Iteration 30Q: 3 clusters Score -4055808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -4055813.000000 Penalty: 3389.516113
	Iteration 31Q: 3 clusters Score -4055813 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -4055824.000000 Penalty: 3389.516113
	Iteration 32Q: 3 clusters Score -4055824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -4055820.000000 Penalty: 3389.516113
	Iteration 33Q: 3 clusters Score -4055820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -4055816.750000 Penalty: 3389.516113
	Iteration 34Q: 3 clusters Score -4055817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -4055825.500000 Penalty: 3389.516113
	Iteration 35Q: 3 clusters Score -4055826 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -4055802.750000 Penalty: 3389.516113
	Iteration 36Q: 3 clusters Score -4055803 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -4055814.000000 Penalty: 3389.516113
	Iteration 37Q: 3 clusters Score -4055814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -4055820.000000 Penalty: 3389.516113
	Iteration 38Q: 3 clusters Score -4055820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -4055817.750000 Penalty: 3389.516113
	Iteration 39Q: 3 clusters Score -4055818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -4055812.250000 Penalty: 3389.516113
	Iteration 40F: 3 clusters Score -4055812 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -4055816.000000 Penalty: 3389.516113
	Iteration 41Q: 3 clusters Score -4055816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -4055816.750000 Penalty: 3389.516113
	Iteration 42Q: 3 clusters Score -4055817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -4055806.500000 Penalty: 3389.516113
	Iteration 43Q: 3 clusters Score -4055806 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26443 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -4055806.250000 Penalty: 3389.516113
	Iteration 44Q: 3 clusters Score -4055806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -4055812.500000 Penalty: 3389.516113
	Iteration 45Q: 3 clusters Score -4055812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -4055808.500000 Penalty: 3389.516113
	Iteration 46Q: 3 clusters Score -4055808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -4055810.250000 Penalty: 3389.516113
	Iteration 47Q: 3 clusters Score -4055810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -4055812.500000 Penalty: 3389.516113
	Iteration 48Q: 3 clusters Score -4055812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -4055809.000000 Penalty: 3389.516113
	Iteration 49Q: 3 clusters Score -4055809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -4055806.000000 Penalty: 3389.516113
	Iteration 50Q: 3 clusters Score -4055806 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -4055826.500000 Penalty: 3389.516113
	Iteration 51Q: 3 clusters Score -4055826 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -4055813.750000 Penalty: 3389.516113
	Iteration 52Q: 3 clusters Score -4055814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -4055812.500000 Penalty: 3389.516113
	Iteration 53Q: 3 clusters Score -4055812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -4055809.500000 Penalty: 3389.516113
	Iteration 54Q: 3 clusters Score -4055810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -4055809.500000 Penalty: 3389.516113
	Iteration 55F: 3 clusters Score -4055810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Entering Unmasked Estep 
Score: -27021.775391 Penalty: 944.310425
	Iteration 0F: 2 clusters Score -27021.78 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 181 members 
Entering Unmasked Estep 
Score: -26182.800781 Penalty: 1888.620850
	Iteration 0F: 3 clusters Score -26182.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -26386.876953 Penalty: 1888.620850
	Iteration 1F: 3 clusters Score -26386.88 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -26484.050781 Penalty: 1888.620850
	Iteration 2F: 3 clusters Score -26484.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26535.000000 Penalty: 1888.620850
	Iteration 3F: 3 clusters Score -26535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -26546.787109 Penalty: 1888.620850
	Iteration 4Q: 3 clusters Score -26546.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -26551.464844 Penalty: 1888.620850
	Iteration 5Q: 3 clusters Score -26551.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -26553.457031 Penalty: 1888.620850
	Iteration 6Q: 3 clusters Score -26553.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -26554.392578 Penalty: 1888.620850
	Iteration 7Q: 3 clusters Score -26554.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -26556.033203 Penalty: 1888.620850
	Iteration 8Q: 3 clusters Score -26556.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -26559.621094 Penalty: 1888.620850
	Iteration 9Q: 3 clusters Score -26559.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -26570.455078 Penalty: 1888.620850
	Iteration 10Q: 3 clusters Score -26570.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -26571.953125 Penalty: 1888.620850
	Iteration 11Q: 3 clusters Score -26571.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -26571.953125 Penalty: 1888.620850
	Iteration 12F: 3 clusters Score -26571.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -50913.683594 Penalty: 1012.453247
	Iteration 0F: 2 clusters Score -50913.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -49895.449219 Penalty: 2024.906494
	Iteration 0F: 3 clusters Score -49895.45 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -50107.449219 Penalty: 2024.906494
	Iteration 1F: 3 clusters Score -50107.45 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -50181.574219 Penalty: 2024.906494
	Iteration 2F: 3 clusters Score -50181.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -50245.652344 Penalty: 2024.906494
	Iteration 3Q: 3 clusters Score -50245.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -50283.363281 Penalty: 2024.906494
	Iteration 4Q: 3 clusters Score -50283.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -50306.035156 Penalty: 2024.906494
	Iteration 5Q: 3 clusters Score -50306.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -50317.710938 Penalty: 2024.906494
	Iteration 6Q: 3 clusters Score -50317.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -50333.324219 Penalty: 2024.906494
	Iteration 7Q: 3 clusters Score -50333.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -50343.500000 Penalty: 2024.906494
	Iteration 8Q: 3 clusters Score -50343.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -50349.421875 Penalty: 2024.906494
	Iteration 9Q: 3 clusters Score -50349.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -50355.097656 Penalty: 2024.906494
	Iteration 10Q: 3 clusters Score -50355.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -50357.453125 Penalty: 2024.906494
	Iteration 11Q: 3 clusters Score -50357.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -50369.218750 Penalty: 2024.906494
	Iteration 12Q: 3 clusters Score -50369.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -50379.894531 Penalty: 2024.906494
	Iteration 13Q: 3 clusters Score -50379.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -50381.343750 Penalty: 2024.906494
	Iteration 14Q: 3 clusters Score -50381.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -50381.343750 Penalty: 2024.906494
	Iteration 15F: 3 clusters Score -50381.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (21536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Entering Unmasked Estep 
Score: -2552818.500000 Penalty: 1621.340698
	Iteration 0F: 2 clusters Score -2552818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -2538185.750000 Penalty: 3242.681396
	Iteration 0F: 3 clusters Score -2538186 nChanged 9721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -2543554.000000 Penalty: 3242.681396
	Iteration 1F: 3 clusters Score -2543554 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -2543861.500000 Penalty: 3242.681396
	Iteration 2Q: 3 clusters Score -2543862 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -2544194.250000 Penalty: 3242.681396
	Iteration 3Q: 3 clusters Score -2544194 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -2544602.500000 Penalty: 3242.681396
	Iteration 4Q: 3 clusters Score -2544602 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -2545144.000000 Penalty: 3242.681396
	Iteration 5Q: 3 clusters Score -2545144 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -2545903.500000 Penalty: 3242.681396
	Iteration 6F: 3 clusters Score -2545904 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -2546998.000000 Penalty: 3242.681396
	Iteration 7F: 3 clusters Score -2546998 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -2548256.250000 Penalty: 3242.681396
	Iteration 8F: 3 clusters Score -2548256 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2549467.000000 Penalty: 3242.681396
	Iteration 9F: 3 clusters Score -2549467 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2550401.500000 Penalty: 3242.681396
	Iteration 10Q: 3 clusters Score -2550402 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2550948.250000 Penalty: 3242.681396
	Iteration 11Q: 3 clusters Score -2550948 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2551194.000000 Penalty: 3242.681396
	Iteration 12Q: 3 clusters Score -2551194 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2551295.250000 Penalty: 3242.681396
	Iteration 13Q: 3 clusters Score -2551295 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2551361.000000 Penalty: 3242.681396
	Iteration 14Q: 3 clusters Score -2551361 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2551396.250000 Penalty: 3242.681396
	Iteration 15Q: 3 clusters Score -2551396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2551411.000000 Penalty: 3242.681396
	Iteration 16Q: 3 clusters Score -2551411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2551421.750000 Penalty: 3242.681396
	Iteration 17Q: 3 clusters Score -2551422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -2551428.250000 Penalty: 3242.681396
	Iteration 18Q: 3 clusters Score -2551428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -2551431.000000 Penalty: 3242.681396
	Iteration 19Q: 3 clusters Score -2551431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -2551431.250000 Penalty: 3242.681396
	Iteration 20F: 3 clusters Score -2551431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2551436.250000 Penalty: 3242.681396
	Iteration 21Q: 3 clusters Score -2551436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2551436.250000 Penalty: 3242.681396
	Iteration 22F: 3 clusters Score -2551436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (121554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121554 members 
Entering Unmasked Estep 
Score: -14305490.000000 Penalty: 1902.568481
	Iteration 0F: 2 clusters Score -1.430549e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60340 members 
Mstep: Class 2 contains 61214 members 
Entering Unmasked Estep 
Score: -14230144.000000 Penalty: 3805.136963
	Iteration 0F: 3 clusters Score -1.423014e+07 nChanged 58370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51968 members 
Mstep: Class 2 contains 69586 members 
Entering Unmasked Estep 
Score: -14265320.000000 Penalty: 3805.136963
	Iteration 1F: 3 clusters Score -1.426532e+07 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46727 members 
Mstep: Class 2 contains 74827 members 
Entering Unmasked Estep 
Score: -14267819.000000 Penalty: 3805.136963
	Iteration 2Q: 3 clusters Score -1.426782e+07 nChanged 7773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39228 members 
Mstep: Class 2 contains 82326 members 
Entering Unmasked Estep 
Score: -14272291.000000 Penalty: 3805.136963
	Iteration 3F: 3 clusters Score -1.427229e+07 nChanged 10113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 92345 members 
Entering Unmasked Estep 
Score: -14279897.000000 Penalty: 3805.136963
	Iteration 4F: 3 clusters Score -1.42799e+07 nChanged 10786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 103063 members 
Entering Unmasked Estep 
Score: -14288614.000000 Penalty: 3805.136963
	Iteration 5F: 3 clusters Score -1.428861e+07 nChanged 8668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 111683 members 
Entering Unmasked Estep 
Score: -14295619.000000 Penalty: 3805.136963
	Iteration 6F: 3 clusters Score -1.429562e+07 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 116876 members 
Entering Unmasked Estep 
Score: -14299903.000000 Penalty: 3805.136963
	Iteration 7Q: 3 clusters Score -1.42999e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 119429 members 
Entering Unmasked Estep 
Score: -14302033.000000 Penalty: 3805.136963
	Iteration 8Q: 3 clusters Score -1.430203e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 120471 members 
Entering Unmasked Estep 
Score: -14302932.000000 Penalty: 3805.136963
	Iteration 9Q: 3 clusters Score -1.430293e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 120891 members 
Entering Unmasked Estep 
Score: -14303371.000000 Penalty: 3805.136963
	Iteration 10Q: 3 clusters Score -1.430337e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 121071 members 
Entering Unmasked Estep 
Score: -14303574.000000 Penalty: 3805.136963
	Iteration 11Q: 3 clusters Score -1.430357e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 121143 members 
Entering Unmasked Estep 
Score: -14303676.000000 Penalty: 3805.136963
	Iteration 12Q: 3 clusters Score -1.430368e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 121169 members 
Entering Unmasked Estep 
Score: -14303706.000000 Penalty: 3805.136963
	Iteration 13Q: 3 clusters Score -1.430371e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 121175 members 
Entering Unmasked Estep 
Score: -14303738.000000 Penalty: 3805.136963
	Iteration 14Q: 3 clusters Score -1.430374e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 121181 members 
Entering Unmasked Estep 
Score: -14303741.000000 Penalty: 3805.136963
	Iteration 15Q: 3 clusters Score -1.430374e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 121181 members 
Entering Unmasked Estep 
Score: -14303759.000000 Penalty: 3805.136963
	Iteration 16Q: 3 clusters Score -1.430376e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 121183 members 
Entering Unmasked Estep 
Score: -14303764.000000 Penalty: 3805.136963
	Iteration 17Q: 3 clusters Score -1.430376e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 121190 members 
Entering Unmasked Estep 
Score: -14303766.000000 Penalty: 3805.136963
	Iteration 18Q: 3 clusters Score -1.430377e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 121199 members 
Entering Unmasked Estep 
Score: -14303781.000000 Penalty: 3805.136963
	Iteration 19Q: 3 clusters Score -1.430378e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 121204 members 
Entering Unmasked Estep 
Score: -14303789.000000 Penalty: 3805.136963
	Iteration 20F: 3 clusters Score -1.430379e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 121205 members 
Entering Unmasked Estep 
Score: -14303804.000000 Penalty: 3805.136963
	Iteration 21Q: 3 clusters Score -1.43038e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 121202 members 
Entering Unmasked Estep 
Score: -14303803.000000 Penalty: 3805.136963
	Iteration 22Q: 3 clusters Score -1.43038e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 121205 members 
Entering Unmasked Estep 
Score: -14303815.000000 Penalty: 3805.136963
	Iteration 23Q: 3 clusters Score -1.430382e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 121207 members 
Entering Unmasked Estep 
Score: -14303808.000000 Penalty: 3805.136963
	Iteration 24Q: 3 clusters Score -1.430381e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 121207 members 
Entering Unmasked Estep 
Score: -14303823.000000 Penalty: 3805.136963
	Iteration 25Q: 3 clusters Score -1.430382e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 121209 members 
Entering Unmasked Estep 
Score: -14303832.000000 Penalty: 3805.136963
	Iteration 26Q: 3 clusters Score -1.430383e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 121211 members 
Entering Unmasked Estep 
Score: -14303824.000000 Penalty: 3805.136963
	Iteration 27Q: 3 clusters Score -1.430382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 121210 members 
Entering Unmasked Estep 
Score: -14303815.000000 Penalty: 3805.136963
	Iteration 28Q: 3 clusters Score -1.430382e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 121208 members 
Entering Unmasked Estep 
Score: -14303815.000000 Penalty: 3805.136963
	Iteration 29Q: 3 clusters Score -1.430382e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 121209 members 
Entering Unmasked Estep 
Score: -14303822.000000 Penalty: 3805.136963
	Iteration 30Q: 3 clusters Score -1.430382e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 121211 members 
Entering Unmasked Estep 
Score: -14303831.000000 Penalty: 3805.136963
	Iteration 31Q: 3 clusters Score -1.430383e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 121212 members 
Entering Unmasked Estep 
Score: -14303835.000000 Penalty: 3805.136963
	Iteration 32Q: 3 clusters Score -1.430384e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 121212 members 
Entering Unmasked Estep 
Score: -14303835.000000 Penalty: 3805.136963
	Iteration 33F: 3 clusters Score -1.430384e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (4520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Entering Unmasked Estep 
Score: -543093.437500 Penalty: 1367.643433
	Iteration 0F: 2 clusters Score -543093.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -539427.875000 Penalty: 2735.286865
	Iteration 0F: 3 clusters Score -539427.9 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -540439.750000 Penalty: 2735.286865
	Iteration 1F: 3 clusters Score -540439.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -540584.250000 Penalty: 2735.286865
	Iteration 2F: 3 clusters Score -540584.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -540695.312500 Penalty: 2735.286865
	Iteration 3Q: 3 clusters Score -540695.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -540781.312500 Penalty: 2735.286865
	Iteration 4Q: 3 clusters Score -540781.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -540858.125000 Penalty: 2735.286865
	Iteration 5Q: 3 clusters Score -540858.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -540927.062500 Penalty: 2735.286865
	Iteration 6Q: 3 clusters Score -540927.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -540998.125000 Penalty: 2735.286865
	Iteration 7Q: 3 clusters Score -540998.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -541087.687500 Penalty: 2735.286865
	Iteration 8Q: 3 clusters Score -541087.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -541190.437500 Penalty: 2735.286865
	Iteration 9Q: 3 clusters Score -541190.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -541292.250000 Penalty: 2735.286865
	Iteration 10Q: 3 clusters Score -541292.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -541394.125000 Penalty: 2735.286865
	Iteration 11Q: 3 clusters Score -541394.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -541477.687500 Penalty: 2735.286865
	Iteration 12Q: 3 clusters Score -541477.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -541546.625000 Penalty: 2735.286865
	Iteration 13Q: 3 clusters Score -541546.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -541619.937500 Penalty: 2735.286865
	Iteration 14Q: 3 clusters Score -541619.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -541689.312500 Penalty: 2735.286865
	Iteration 15Q: 3 clusters Score -541689.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -541735.500000 Penalty: 2735.286865
	Iteration 16Q: 3 clusters Score -541735.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -541766.000000 Penalty: 2735.286865
	Iteration 17Q: 3 clusters Score -541766 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -541788.687500 Penalty: 2735.286865
	Iteration 18Q: 3 clusters Score -541788.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -541814.437500 Penalty: 2735.286865
	Iteration 19Q: 3 clusters Score -541814.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -541827.000000 Penalty: 2735.286865
	Iteration 20F: 3 clusters Score -541827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -541843.500000 Penalty: 2735.286865
	Iteration 21Q: 3 clusters Score -541843.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -541861.750000 Penalty: 2735.286865
	Iteration 22Q: 3 clusters Score -541861.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -541876.875000 Penalty: 2735.286865
	Iteration 23Q: 3 clusters Score -541876.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -541892.812500 Penalty: 2735.286865
	Iteration 24Q: 3 clusters Score -541892.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -541906.187500 Penalty: 2735.286865
	Iteration 25Q: 3 clusters Score -541906.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -541912.750000 Penalty: 2735.286865
	Iteration 26Q: 3 clusters Score -541912.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -541912.750000 Penalty: 2735.286865
	Iteration 27F: 3 clusters Score -541912.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (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: -37544.644531 Penalty: 1007.912048
	Iteration 0F: 2 clusters Score -37544.64 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 267 members 
Entering Unmasked Estep 
Score: -36540.792969 Penalty: 2015.824097
	Iteration 0F: 3 clusters Score -36540.79 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -36866.554688 Penalty: 2015.824097
	Iteration 1F: 3 clusters Score -36866.55 nChanged 52
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: -37041.792969 Penalty: 2015.824097
	Iteration 2F: 3 clusters Score -37041.79 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -37147.667969 Penalty: 2015.824097
	Iteration 3F: 3 clusters Score -37147.67 nChanged 24
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: -37260.660156 Penalty: 2015.824097
	Iteration 4Q: 3 clusters Score -37260.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -37335.375000 Penalty: 2015.824097
	Iteration 5Q: 3 clusters Score -37335.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -37355.566406 Penalty: 2015.824097
	Iteration 6Q: 3 clusters Score -37355.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -37362.152344 Penalty: 2015.824097
	Iteration 7Q: 3 clusters Score -37362.15 nChanged 3
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: -37381.726562 Penalty: 2015.824097
	Iteration 8Q: 3 clusters Score -37381.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -37386.773438 Penalty: 2015.824097
	Iteration 9Q: 3 clusters Score -37386.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -37394.507812 Penalty: 2015.824097
	Iteration 10F: 3 clusters Score -37394.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -37420.398438 Penalty: 2015.824097
	Iteration 11Q: 3 clusters Score -37420.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -37431.210938 Penalty: 2015.824097
	Iteration 12Q: 3 clusters Score -37431.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -37431.210938 Penalty: 2015.824097
	Iteration 13F: 3 clusters Score -37431.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Entering Unmasked Estep 
Score: -13124.364258 Penalty: 843.855530
	Iteration 0F: 2 clusters Score -13124.36 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 95 members 
Entering Unmasked Estep 
Score: -12508.985352 Penalty: 1687.711060
	Iteration 0F: 3 clusters Score -12508.99 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12622.485352 Penalty: 1687.711060
	Iteration 1F: 3 clusters Score -12622.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12652.054688 Penalty: 1687.711060
	Iteration 2Q: 3 clusters Score -12652.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12665.077148 Penalty: 1687.711060
	Iteration 3Q: 3 clusters Score -12665.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12668.778320 Penalty: 1687.711060
	Iteration 4Q: 3 clusters Score -12668.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12669.208008 Penalty: 1687.711060
	Iteration 5Q: 3 clusters Score -12669.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12669.208008 Penalty: 1687.711060
	Iteration 6F: 3 clusters Score -12669.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (13586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Entering Unmasked Estep 
Score: -1527423.750000 Penalty: 1546.479248
	Iteration 0F: 2 clusters Score -1527424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1517971.000000 Penalty: 3092.958496
	Iteration 0F: 3 clusters Score -1517971 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1521088.125000 Penalty: 3092.958496
	Iteration 1F: 3 clusters Score -1521088 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1521381.125000 Penalty: 3092.958496
	Iteration 2F: 3 clusters Score -1521381 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1521701.125000 Penalty: 3092.958496
	Iteration 3F: 3 clusters Score -1521701 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1522113.375000 Penalty: 3092.958496
	Iteration 4F: 3 clusters Score -1522113 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1522677.500000 Penalty: 3092.958496
	Iteration 5F: 3 clusters Score -1522678 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1523401.125000 Penalty: 3092.958496
	Iteration 6F: 3 clusters Score -1523401 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1524141.250000 Penalty: 3092.958496
	Iteration 7F: 3 clusters Score -1524141 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1524803.000000 Penalty: 3092.958496
	Iteration 8F: 3 clusters Score -1524803 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1525266.500000 Penalty: 3092.958496
	Iteration 9F: 3 clusters Score -1525266 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1525634.250000 Penalty: 3092.958496
	Iteration 10Q: 3 clusters Score -1525634 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1525970.500000 Penalty: 3092.958496
	Iteration 11Q: 3 clusters Score -1525970 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1526243.625000 Penalty: 3092.958496
	Iteration 12Q: 3 clusters Score -1526244 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1526386.500000 Penalty: 3092.958496
	Iteration 13Q: 3 clusters Score -1526386 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1526468.625000 Penalty: 3092.958496
	Iteration 14Q: 3 clusters Score -1526469 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -1526518.500000 Penalty: 3092.958496
	Iteration 15Q: 3 clusters Score -1526518 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1526543.875000 Penalty: 3092.958496
	Iteration 16Q: 3 clusters Score -1526544 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1526550.375000 Penalty: 3092.958496
	Iteration 17Q: 3 clusters Score -1526550 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1526557.250000 Penalty: 3092.958496
	Iteration 18Q: 3 clusters Score -1526557 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1526561.750000 Penalty: 3092.958496
	Iteration 19Q: 3 clusters Score -1526562 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -1526567.500000 Penalty: 3092.958496
	Iteration 20F: 3 clusters Score -1526568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1526570.750000 Penalty: 3092.958496
	Iteration 21Q: 3 clusters Score -1526571 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1526575.875000 Penalty: 3092.958496
	Iteration 22Q: 3 clusters Score -1526576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1526578.375000 Penalty: 3092.958496
	Iteration 23Q: 3 clusters Score -1526578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1526578.375000 Penalty: 3092.958496
	Iteration 24Q: 3 clusters Score -1526578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1526581.875000 Penalty: 3092.958496
	Iteration 25Q: 3 clusters Score -1526582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1526580.625000 Penalty: 3092.958496
	Iteration 26Q: 3 clusters Score -1526581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1526584.000000 Penalty: 3092.958496
	Iteration 27Q: 3 clusters Score -1526584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1526583.500000 Penalty: 3092.958496
	Iteration 28Q: 3 clusters Score -1526584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1526585.125000 Penalty: 3092.958496
	Iteration 29Q: 3 clusters Score -1526585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1526583.250000 Penalty: 3092.958496
	Iteration 30Q: 3 clusters Score -1526583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1526584.000000 Penalty: 3092.958496
	Iteration 31Q: 3 clusters Score -1526584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1526583.500000 Penalty: 3092.958496
	Iteration 32Q: 3 clusters Score -1526584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1526585.750000 Penalty: 3092.958496
	Iteration 33Q: 3 clusters Score -1526586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1526585.000000 Penalty: 3092.958496
	Iteration 34Q: 3 clusters Score -1526585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1526585.000000 Penalty: 3092.958496
	Iteration 35F: 3 clusters Score -1526585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (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: -58745.789062 Penalty: 1052.757812
	Iteration 0F: 2 clusters Score -58745.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -57632.457031 Penalty: 2105.515625
	Iteration 0F: 3 clusters Score -57632.46 nChanged 174
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: -57920.109375 Penalty: 2105.515625
	Iteration 1F: 3 clusters Score -57920.11 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -58051.261719 Penalty: 2105.515625
	Iteration 2F: 3 clusters Score -58051.26 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -58123.898438 Penalty: 2105.515625
	Iteration 3F: 3 clusters Score -58123.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -58168.652344 Penalty: 2105.515625
	Iteration 4Q: 3 clusters Score -58168.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -58223.230469 Penalty: 2105.515625
	Iteration 5Q: 3 clusters Score -58223.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -58260.507812 Penalty: 2105.515625
	Iteration 6Q: 3 clusters Score -58260.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -58281.167969 Penalty: 2105.515625
	Iteration 7Q: 3 clusters Score -58281.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -58294.289062 Penalty: 2105.515625
	Iteration 8Q: 3 clusters Score -58294.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -58300.714844 Penalty: 2105.515625
	Iteration 9Q: 3 clusters Score -58300.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -58305.273438 Penalty: 2105.515625
	Iteration 10Q: 3 clusters Score -58305.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -58309.472656 Penalty: 2105.515625
	Iteration 11Q: 3 clusters Score -58309.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -58323.410156 Penalty: 2105.515625
	Iteration 12Q: 3 clusters Score -58323.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -58332.863281 Penalty: 2105.515625
	Iteration 13Q: 3 clusters Score -58332.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -58344.148438 Penalty: 2105.515625
	Iteration 14Q: 3 clusters Score -58344.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -58347.917969 Penalty: 2105.515625
	Iteration 15Q: 3 clusters Score -58347.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -58347.917969 Penalty: 2105.515625
	Iteration 16F: 3 clusters Score -58347.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (1002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Entering Unmasked Estep 
Score: -106739.492188 Penalty: 1122.834961
	Iteration 0F: 2 clusters Score -106739.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -105298.187500 Penalty: 2245.669922
	Iteration 0F: 3 clusters Score -105298.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -105583.867188 Penalty: 2245.669922
	Iteration 1F: 3 clusters Score -105583.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -105672.093750 Penalty: 2245.669922
	Iteration 2F: 3 clusters Score -105672.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -105717.953125 Penalty: 2245.669922
	Iteration 3Q: 3 clusters Score -105718 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -105763.554688 Penalty: 2245.669922
	Iteration 4Q: 3 clusters Score -105763.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -105789.390625 Penalty: 2245.669922
	Iteration 5Q: 3 clusters Score -105789.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -105818.476562 Penalty: 2245.669922
	Iteration 6Q: 3 clusters Score -105818.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -105848.703125 Penalty: 2245.669922
	Iteration 7Q: 3 clusters Score -105848.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -105860.406250 Penalty: 2245.669922
	Iteration 8Q: 3 clusters Score -105860.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -105869.140625 Penalty: 2245.669922
	Iteration 9Q: 3 clusters Score -105869.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -105878.617188 Penalty: 2245.669922
	Iteration 10Q: 3 clusters Score -105878.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -105885.960938 Penalty: 2245.669922
	Iteration 11Q: 3 clusters Score -105886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -105894.429688 Penalty: 2245.669922
	Iteration 12Q: 3 clusters Score -105894.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -105900.609375 Penalty: 2245.669922
	Iteration 13Q: 3 clusters Score -105900.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -105907.679688 Penalty: 2245.669922
	Iteration 14Q: 3 clusters Score -105907.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -105915.992188 Penalty: 2245.669922
	Iteration 15Q: 3 clusters Score -105916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -105925.101562 Penalty: 2245.669922
	Iteration 16Q: 3 clusters Score -105925.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -105930.539062 Penalty: 2245.669922
	Iteration 17Q: 3 clusters Score -105930.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -105935.000000 Penalty: 2245.669922
	Iteration 18Q: 3 clusters Score -105935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -105940.632812 Penalty: 2245.669922
	Iteration 19Q: 3 clusters Score -105940.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -105945.273438 Penalty: 2245.669922
	Iteration 20F: 3 clusters Score -105945.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -105952.828125 Penalty: 2245.669922
	Iteration 21Q: 3 clusters Score -105952.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -105961.039062 Penalty: 2245.669922
	Iteration 22Q: 3 clusters Score -105961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -105969.281250 Penalty: 2245.669922
	Iteration 23Q: 3 clusters Score -105969.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -105978.648438 Penalty: 2245.669922
	Iteration 24Q: 3 clusters Score -105978.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -105986.023438 Penalty: 2245.669922
	Iteration 25Q: 3 clusters Score -105986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -105992.234375 Penalty: 2245.669922
	Iteration 26Q: 3 clusters Score -105992.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -105995.757812 Penalty: 2245.669922
	Iteration 27Q: 3 clusters Score -105995.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -106001.906250 Penalty: 2245.669922
	Iteration 28Q: 3 clusters Score -106001.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -106009.703125 Penalty: 2245.669922
	Iteration 29Q: 3 clusters Score -106009.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -106019.171875 Penalty: 2245.669922
	Iteration 30Q: 3 clusters Score -106019.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -106022.351562 Penalty: 2245.669922
	Iteration 31Q: 3 clusters Score -106022.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -106035.140625 Penalty: 2245.669922
	Iteration 32Q: 3 clusters Score -106035.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -106050.734375 Penalty: 2245.669922
	Iteration 33Q: 3 clusters Score -106050.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -106058.656250 Penalty: 2245.669922
	Iteration 34Q: 3 clusters Score -106058.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -106062.179688 Penalty: 2245.669922
	Iteration 35Q: 3 clusters Score -106062.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -106065.390625 Penalty: 2245.669922
	Iteration 36Q: 3 clusters Score -106065.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -106065.390625 Penalty: 2245.669922
	Iteration 37F: 3 clusters Score -106065.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (4822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Entering Unmasked Estep 
Score: -568736.437500 Penalty: 1378.153320
	Iteration 0F: 2 clusters Score -568736.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -564871.437500 Penalty: 2756.306641
	Iteration 0F: 3 clusters Score -564871.4 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -565935.000000 Penalty: 2756.306641
	Iteration 1F: 3 clusters Score -565935 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -566121.500000 Penalty: 2756.306641
	Iteration 2F: 3 clusters Score -566121.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -566280.625000 Penalty: 2756.306641
	Iteration 3F: 3 clusters Score -566280.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -566450.937500 Penalty: 2756.306641
	Iteration 4Q: 3 clusters Score -566450.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -566620.062500 Penalty: 2756.306641
	Iteration 5F: 3 clusters Score -566620.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -566773.125000 Penalty: 2756.306641
	Iteration 6F: 3 clusters Score -566773.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -566931.250000 Penalty: 2756.306641
	Iteration 7Q: 3 clusters Score -566931.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -567098.500000 Penalty: 2756.306641
	Iteration 8Q: 3 clusters Score -567098.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -567309.312500 Penalty: 2756.306641
	Iteration 9Q: 3 clusters Score -567309.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -567522.750000 Penalty: 2756.306641
	Iteration 10Q: 3 clusters Score -567522.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -567715.375000 Penalty: 2756.306641
	Iteration 11Q: 3 clusters Score -567715.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -567833.625000 Penalty: 2756.306641
	Iteration 12Q: 3 clusters Score -567833.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -567887.187500 Penalty: 2756.306641
	Iteration 13Q: 3 clusters Score -567887.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -567916.062500 Penalty: 2756.306641
	Iteration 14Q: 3 clusters Score -567916.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -567928.437500 Penalty: 2756.306641
	Iteration 15Q: 3 clusters Score -567928.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -567935.875000 Penalty: 2756.306641
	Iteration 16Q: 3 clusters Score -567935.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -567943.687500 Penalty: 2756.306641
	Iteration 17Q: 3 clusters Score -567943.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -567947.875000 Penalty: 2756.306641
	Iteration 18Q: 3 clusters Score -567947.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -567948.437500 Penalty: 2756.306641
	Iteration 19Q: 3 clusters Score -567948.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -567950.062500 Penalty: 2756.306641
	Iteration 20F: 3 clusters Score -567950.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -567952.562500 Penalty: 2756.306641
	Iteration 21Q: 3 clusters Score -567952.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -567952.000000 Penalty: 2756.306641
	Iteration 22Q: 3 clusters Score -567952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -567953.250000 Penalty: 2756.306641
	Iteration 23Q: 3 clusters Score -567953.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -567952.625000 Penalty: 2756.306641
	Iteration 24Q: 3 clusters Score -567952.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -567952.625000 Penalty: 2756.306641
	Iteration 25F: 3 clusters Score -567952.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (64207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64207 members 
Entering Unmasked Estep 
Score: -7558035.500000 Penalty: 1798.853394
	Iteration 0F: 2 clusters Score -7558036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31928 members 
Mstep: Class 2 contains 32279 members 
Entering Unmasked Estep 
Score: -7515351.500000 Penalty: 3597.706787
	Iteration 0F: 3 clusters Score -7515352 nChanged 30480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29454 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
Score: -7532746.500000 Penalty: 3597.706787
	Iteration 1F: 3 clusters Score -7532746 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -7533424.500000 Penalty: 3597.706787
	Iteration 2Q: 3 clusters Score -7533424 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 37897 members 
Entering Unmasked Estep 
Score: -7534396.500000 Penalty: 3597.706787
	Iteration 3Q: 3 clusters Score -7534396 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 40607 members 
Entering Unmasked Estep 
Score: -7535924.000000 Penalty: 3597.706787
	Iteration 4Q: 3 clusters Score -7535924 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 44392 members 
Entering Unmasked Estep 
Score: -7538402.500000 Penalty: 3597.706787
	Iteration 5F: 3 clusters Score -7538402 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 49123 members 
Entering Unmasked Estep 
Score: -7542172.000000 Penalty: 3597.706787
	Iteration 6F: 3 clusters Score -7542172 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 54290 members 
Entering Unmasked Estep 
Score: -7546747.500000 Penalty: 3597.706787
	Iteration 7F: 3 clusters Score -7546748 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 58694 members 
Entering Unmasked Estep 
Score: -7550967.000000 Penalty: 3597.706787
	Iteration 8F: 3 clusters Score -7550967 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 61679 members 
Entering Unmasked Estep 
Score: -7553997.000000 Penalty: 3597.706787
	Iteration 9Q: 3 clusters Score -7553997 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 63125 members 
Entering Unmasked Estep 
Score: -7555417.000000 Penalty: 3597.706787
	Iteration 10Q: 3 clusters Score -7555417 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 63690 members 
Entering Unmasked Estep 
Score: -7556038.000000 Penalty: 3597.706787
	Iteration 11Q: 3 clusters Score -7556038 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 63874 members 
Entering Unmasked Estep 
Score: -7556233.500000 Penalty: 3597.706787
	Iteration 12Q: 3 clusters Score -7556234 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 63926 members 
Entering Unmasked Estep 
Score: -7556311.000000 Penalty: 3597.706787
	Iteration 13Q: 3 clusters Score -7556311 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 63956 members 
Entering Unmasked Estep 
Score: -7556358.500000 Penalty: 3597.706787
	Iteration 14Q: 3 clusters Score -7556358 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 63966 members 
Entering Unmasked Estep 
Score: -7556391.000000 Penalty: 3597.706787
	Iteration 15Q: 3 clusters Score -7556391 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 63979 members 
Entering Unmasked Estep 
Score: -7556422.500000 Penalty: 3597.706787
	Iteration 16Q: 3 clusters Score -7556422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 63982 members 
Entering Unmasked Estep 
Score: -7556433.000000 Penalty: 3597.706787
	Iteration 17Q: 3 clusters Score -7556433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 63988 members 
Entering Unmasked Estep 
Score: -7556447.000000 Penalty: 3597.706787
	Iteration 18Q: 3 clusters Score -7556447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 63993 members 
Entering Unmasked Estep 
Score: -7556456.000000 Penalty: 3597.706787
	Iteration 19Q: 3 clusters Score -7556456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 63995 members 
Entering Unmasked Estep 
Score: -7556460.000000 Penalty: 3597.706787
	Iteration 20F: 3 clusters Score -7556460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 63996 members 
Entering Unmasked Estep 
Score: -7556455.000000 Penalty: 3597.706787
	Iteration 21Q: 3 clusters Score -7556455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 63998 members 
Entering Unmasked Estep 
Score: -7556471.000000 Penalty: 3597.706787
	Iteration 22Q: 3 clusters Score -7556471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 64001 members 
Entering Unmasked Estep 
Score: -7556475.000000 Penalty: 3597.706787
	Iteration 23Q: 3 clusters Score -7556475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 64001 members 
Entering Unmasked Estep 
Score: -7556475.000000 Penalty: 3597.706787
	Iteration 24F: 3 clusters Score -7556475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (25100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Entering Unmasked Estep 
Score: -2958484.000000 Penalty: 1646.226196
	Iteration 0F: 2 clusters Score -2958484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -2941696.500000 Penalty: 3292.452393
	Iteration 0F: 3 clusters Score -2941696 nChanged 11330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -2947758.750000 Penalty: 3292.452393
	Iteration 1F: 3 clusters Score -2947759 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -2948280.000000 Penalty: 3292.452393
	Iteration 2F: 3 clusters Score -2948280 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -2949049.000000 Penalty: 3292.452393
	Iteration 3F: 3 clusters Score -2949049 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -2950287.000000 Penalty: 3292.452393
	Iteration 4F: 3 clusters Score -2950287 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -2952093.000000 Penalty: 3292.452393
	Iteration 5F: 3 clusters Score -2952093 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -2954082.000000 Penalty: 3292.452393
	Iteration 6F: 3 clusters Score -2954082 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2955742.000000 Penalty: 3292.452393
	Iteration 7F: 3 clusters Score -2955742 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2956555.250000 Penalty: 3292.452393
	Iteration 8Q: 3 clusters Score -2956555 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2956844.500000 Penalty: 3292.452393
	Iteration 9Q: 3 clusters Score -2956844 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -2956944.750000 Penalty: 3292.452393
	Iteration 10Q: 3 clusters Score -2956945 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -2956979.500000 Penalty: 3292.452393
	Iteration 11Q: 3 clusters Score -2956980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -2956996.750000 Penalty: 3292.452393
	Iteration 12Q: 3 clusters Score -2956997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -2957004.250000 Penalty: 3292.452393
	Iteration 13Q: 3 clusters Score -2957004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -2957013.500000 Penalty: 3292.452393
	Iteration 14Q: 3 clusters Score -2957014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -2957014.750000 Penalty: 3292.452393
	Iteration 15Q: 3 clusters Score -2957015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -2957019.500000 Penalty: 3292.452393
	Iteration 16Q: 3 clusters Score -2957020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -2957021.250000 Penalty: 3292.452393
	Iteration 17Q: 3 clusters Score -2957021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -2957024.500000 Penalty: 3292.452393
	Iteration 18Q: 3 clusters Score -2957024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -2957024.500000 Penalty: 3292.452393
	Iteration 19F: 3 clusters Score -2957024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (4126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Entering Unmasked Estep 
Score: -492353.156250 Penalty: 1352.822876
	Iteration 0F: 2 clusters Score -492353.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -488846.750000 Penalty: 2705.645752
	Iteration 0F: 3 clusters Score -488846.8 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -489718.937500 Penalty: 2705.645752
	Iteration 1F: 3 clusters Score -489718.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -489875.312500 Penalty: 2705.645752
	Iteration 2F: 3 clusters Score -489875.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -489967.593750 Penalty: 2705.645752
	Iteration 3Q: 3 clusters Score -489967.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -490031.500000 Penalty: 2705.645752
	Iteration 4Q: 3 clusters Score -490031.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -490079.750000 Penalty: 2705.645752
	Iteration 5Q: 3 clusters Score -490079.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -490108.062500 Penalty: 2705.645752
	Iteration 6Q: 3 clusters Score -490108.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -490125.906250 Penalty: 2705.645752
	Iteration 7Q: 3 clusters Score -490125.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -490135.968750 Penalty: 2705.645752
	Iteration 8Q: 3 clusters Score -490136 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -490150.812500 Penalty: 2705.645752
	Iteration 9Q: 3 clusters Score -490150.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -490163.468750 Penalty: 2705.645752
	Iteration 10Q: 3 clusters Score -490163.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -490175.687500 Penalty: 2705.645752
	Iteration 11Q: 3 clusters Score -490175.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -490190.781250 Penalty: 2705.645752
	Iteration 12Q: 3 clusters Score -490190.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -490208.031250 Penalty: 2705.645752
	Iteration 13Q: 3 clusters Score -490208 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -490223.625000 Penalty: 2705.645752
	Iteration 14Q: 3 clusters Score -490223.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -490238.187500 Penalty: 2705.645752
	Iteration 15Q: 3 clusters Score -490238.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -490252.250000 Penalty: 2705.645752
	Iteration 16Q: 3 clusters Score -490252.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -490267.000000 Penalty: 2705.645752
	Iteration 17Q: 3 clusters Score -490267 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -490284.187500 Penalty: 2705.645752
	Iteration 18Q: 3 clusters Score -490284.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -490302.531250 Penalty: 2705.645752
	Iteration 19Q: 3 clusters Score -490302.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -490324.062500 Penalty: 2705.645752
	Iteration 20F: 3 clusters Score -490324.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -490342.562500 Penalty: 2705.645752
	Iteration 21Q: 3 clusters Score -490342.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -490365.843750 Penalty: 2705.645752
	Iteration 22Q: 3 clusters Score -490365.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -490395.906250 Penalty: 2705.645752
	Iteration 23Q: 3 clusters Score -490395.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -490433.031250 Penalty: 2705.645752
	Iteration 24Q: 3 clusters Score -490433 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -490479.656250 Penalty: 2705.645752
	Iteration 25Q: 3 clusters Score -490479.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -490534.593750 Penalty: 2705.645752
	Iteration 26Q: 3 clusters Score -490534.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -490599.031250 Penalty: 2705.645752
	Iteration 27Q: 3 clusters Score -490599 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -490658.218750 Penalty: 2705.645752
	Iteration 28Q: 3 clusters Score -490658.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -490724.906250 Penalty: 2705.645752
	Iteration 29Q: 3 clusters Score -490724.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -490799.156250 Penalty: 2705.645752
	Iteration 30Q: 3 clusters Score -490799.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -490873.000000 Penalty: 2705.645752
	Iteration 31Q: 3 clusters Score -490873 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -490942.468750 Penalty: 2705.645752
	Iteration 32Q: 3 clusters Score -490942.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -490993.750000 Penalty: 2705.645752
	Iteration 33Q: 3 clusters Score -490993.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -491032.093750 Penalty: 2705.645752
	Iteration 34Q: 3 clusters Score -491032.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -491061.500000 Penalty: 2705.645752
	Iteration 35Q: 3 clusters Score -491061.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -491079.218750 Penalty: 2705.645752
	Iteration 36Q: 3 clusters Score -491079.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -491096.687500 Penalty: 2705.645752
	Iteration 37Q: 3 clusters Score -491096.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -491110.687500 Penalty: 2705.645752
	Iteration 38Q: 3 clusters Score -491110.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -491119.500000 Penalty: 2705.645752
	Iteration 39Q: 3 clusters Score -491119.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -491127.156250 Penalty: 2705.645752
	Iteration 40F: 3 clusters Score -491127.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -491137.156250 Penalty: 2705.645752
	Iteration 41Q: 3 clusters Score -491137.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -491142.843750 Penalty: 2705.645752
	Iteration 42Q: 3 clusters Score -491142.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -491149.593750 Penalty: 2705.645752
	Iteration 43Q: 3 clusters Score -491149.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -491151.250000 Penalty: 2705.645752
	Iteration 44Q: 3 clusters Score -491151.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -491153.843750 Penalty: 2705.645752
	Iteration 45Q: 3 clusters Score -491153.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -491153.843750 Penalty: 2705.645752
	Iteration 46F: 3 clusters Score -491153.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Entering Unmasked Estep 
Score: -74068.578125 Penalty: 1069.803955
	Iteration 0F: 2 clusters Score -74068.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -72882.945312 Penalty: 2139.607910
	Iteration 0F: 3 clusters Score -72882.95 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -73235.835938 Penalty: 2139.607910
	Iteration 1F: 3 clusters Score -73235.84 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -73403.882812 Penalty: 2139.607910
	Iteration 2F: 3 clusters Score -73403.88 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -73486.250000 Penalty: 2139.607910
	Iteration 3F: 3 clusters Score -73486.25 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -73522.468750 Penalty: 2139.607910
	Iteration 4Q: 3 clusters Score -73522.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -73542.742188 Penalty: 2139.607910
	Iteration 5Q: 3 clusters Score -73542.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -73560.140625 Penalty: 2139.607910
	Iteration 6Q: 3 clusters Score -73560.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -73579.382812 Penalty: 2139.607910
	Iteration 7Q: 3 clusters Score -73579.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -73603.406250 Penalty: 2139.607910
	Iteration 8Q: 3 clusters Score -73603.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -73608.718750 Penalty: 2139.607910
	Iteration 9Q: 3 clusters Score -73608.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -73613.429688 Penalty: 2139.607910
	Iteration 10Q: 3 clusters Score -73613.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -73616.148438 Penalty: 2139.607910
	Iteration 11Q: 3 clusters Score -73616.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -73624.328125 Penalty: 2139.607910
	Iteration 12Q: 3 clusters Score -73624.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -73627.382812 Penalty: 2139.607910
	Iteration 13Q: 3 clusters Score -73627.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -73631.460938 Penalty: 2139.607910
	Iteration 14Q: 3 clusters Score -73631.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -73631.460938 Penalty: 2139.607910
	Iteration 15F: 3 clusters Score -73631.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 57 (155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Entering Unmasked Estep 
Score: -7259.655762 Penalty: 819.556580
	Iteration 0F: 2 clusters Score -7259.656 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 86 members 
Entering Unmasked Estep 
Score: -6653.178711 Penalty: 1639.113159
	Iteration 0F: 3 clusters Score -6653.179 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -6762.968750 Penalty: 1639.113159
	Iteration 1F: 3 clusters Score -6762.969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -6784.103027 Penalty: 1639.113159
	Iteration 2Q: 3 clusters Score -6784.103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -6792.544434 Penalty: 1639.113159
	Iteration 3Q: 3 clusters Score -6792.544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -6797.004883 Penalty: 1639.113159
	Iteration 4Q: 3 clusters Score -6797.005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -6797.993164 Penalty: 1639.113159
	Iteration 5Q: 3 clusters Score -6797.993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -6797.993164 Penalty: 1639.113159
	Iteration 6F: 3 clusters Score -6797.993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 58 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -20172.535156 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -20172.54 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 158 members 
Entering Unmasked Estep 
Score: -19418.908203 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -19418.91 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -19668.878906 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -19668.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -19710.414062 Penalty: 1858.033936
	Iteration 2F: 3 clusters Score -19710.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -19718.783203 Penalty: 1858.033936
	Iteration 3Q: 3 clusters Score -19718.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -19724.166016 Penalty: 1858.033936
	Iteration 4Q: 3 clusters Score -19724.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -19735.410156 Penalty: 1858.033936
	Iteration 5Q: 3 clusters Score -19735.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -19746.880859 Penalty: 1858.033936
	Iteration 6Q: 3 clusters Score -19746.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -19761.253906 Penalty: 1858.033936
	Iteration 7Q: 3 clusters Score -19761.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -19772.718750 Penalty: 1858.033936
	Iteration 8Q: 3 clusters Score -19772.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -19780.330078 Penalty: 1858.033936
	Iteration 9Q: 3 clusters Score -19780.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -19798.931641 Penalty: 1858.033936
	Iteration 10Q: 3 clusters Score -19798.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -19818.400391 Penalty: 1858.033936
	Iteration 11Q: 3 clusters Score -19818.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -19832.494141 Penalty: 1858.033936
	Iteration 12Q: 3 clusters Score -19832.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -19837.031250 Penalty: 1858.033936
	Iteration 13Q: 3 clusters Score -19837.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -19839.462891 Penalty: 1858.033936
	Iteration 14Q: 3 clusters Score -19839.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -19846.361328 Penalty: 1858.033936
	Iteration 15Q: 3 clusters Score -19846.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -19846.361328 Penalty: 1858.033936
	Iteration 16F: 3 clusters Score -19846.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 59 (113235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113235 members 
Entering Unmasked Estep 
Score: -13437369.000000 Penalty: 1891.048340
	Iteration 0F: 2 clusters Score -1.343737e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56304 members 
Mstep: Class 2 contains 56931 members 
Entering Unmasked Estep 
Score: -13366119.000000 Penalty: 3782.096680
	Iteration 0F: 3 clusters Score -1.336612e+07 nChanged 54252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51662 members 
Mstep: Class 2 contains 61573 members 
Entering Unmasked Estep 
Score: -13397929.000000 Penalty: 3782.096680
	Iteration 1F: 3 clusters Score -1.339793e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49097 members 
Mstep: Class 2 contains 64138 members 
Entering Unmasked Estep 
Score: -13399098.000000 Penalty: 3782.096680
	Iteration 2Q: 3 clusters Score -1.33991e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45311 members 
Mstep: Class 2 contains 67924 members 
Entering Unmasked Estep 
Score: -13401049.000000 Penalty: 3782.096680
	Iteration 3Q: 3 clusters Score -1.340105e+07 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39913 members 
Mstep: Class 2 contains 73322 members 
Entering Unmasked Estep 
Score: -13404338.000000 Penalty: 3782.096680
	Iteration 4F: 3 clusters Score -1.340434e+07 nChanged 7630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 80512 members 
Entering Unmasked Estep 
Score: -13409621.000000 Penalty: 3782.096680
	Iteration 5F: 3 clusters Score -1.340962e+07 nChanged 8617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 88841 members 
Entering Unmasked Estep 
Score: -13417237.000000 Penalty: 3782.096680
	Iteration 6F: 3 clusters Score -1.341724e+07 nChanged 8643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 97388 members 
Entering Unmasked Estep 
Score: -13424812.000000 Penalty: 3782.096680
	Iteration 7F: 3 clusters Score -1.342481e+07 nChanged 6696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 104072 members 
Entering Unmasked Estep 
Score: -13429732.000000 Penalty: 3782.096680
	Iteration 8F: 3 clusters Score -1.342973e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 108368 members 
Entering Unmasked Estep 
Score: -13432635.000000 Penalty: 3782.096680
	Iteration 9Q: 3 clusters Score -1.343264e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 110780 members 
Entering Unmasked Estep 
Score: -13434138.000000 Penalty: 3782.096680
	Iteration 10Q: 3 clusters Score -1.343414e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 111909 members 
Entering Unmasked Estep 
Score: -13434931.000000 Penalty: 3782.096680
	Iteration 11Q: 3 clusters Score -1.343493e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 112412 members 
Entering Unmasked Estep 
Score: -13435278.000000 Penalty: 3782.096680
	Iteration 12Q: 3 clusters Score -1.343528e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 112620 members 
Entering Unmasked Estep 
Score: -13435473.000000 Penalty: 3782.096680
	Iteration 13Q: 3 clusters Score -1.343547e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 112722 members 
Entering Unmasked Estep 
Score: -13435599.000000 Penalty: 3782.096680
	Iteration 14Q: 3 clusters Score -1.34356e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 112772 members 
Entering Unmasked Estep 
Score: -13435652.000000 Penalty: 3782.096680
	Iteration 15Q: 3 clusters Score -1.343565e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 112807 members 
Entering Unmasked Estep 
Score: -13435708.000000 Penalty: 3782.096680
	Iteration 16Q: 3 clusters Score -1.343571e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 112828 members 
Entering Unmasked Estep 
Score: -13435726.000000 Penalty: 3782.096680
	Iteration 17Q: 3 clusters Score -1.343573e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 112841 members 
Entering Unmasked Estep 
Score: -13435754.000000 Penalty: 3782.096680
	Iteration 18Q: 3 clusters Score -1.343575e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 112849 members 
Entering Unmasked Estep 
Score: -13435781.000000 Penalty: 3782.096680
	Iteration 19Q: 3 clusters Score -1.343578e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 112863 members 
Entering Unmasked Estep 
Score: -13435781.000000 Penalty: 3782.096680
	Iteration 20F: 3 clusters Score -1.343578e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 112874 members 
Entering Unmasked Estep 
Score: -13435788.000000 Penalty: 3782.096680
	Iteration 21Q: 3 clusters Score -1.343579e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 112878 members 
Entering Unmasked Estep 
Score: -13435796.000000 Penalty: 3782.096680
	Iteration 22Q: 3 clusters Score -1.34358e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 112878 members 
Entering Unmasked Estep 
Score: -13435804.000000 Penalty: 3782.096680
	Iteration 23Q: 3 clusters Score -1.34358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 112881 members 
Entering Unmasked Estep 
Score: -13435805.000000 Penalty: 3782.096680
	Iteration 24Q: 3 clusters Score -1.34358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 112884 members 
Entering Unmasked Estep 
Score: -13435809.000000 Penalty: 3782.096680
	Iteration 25Q: 3 clusters Score -1.343581e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 112888 members 
Entering Unmasked Estep 
Score: -13435806.000000 Penalty: 3782.096680
	Iteration 26Q: 3 clusters Score -1.343581e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 112889 members 
Entering Unmasked Estep 
Score: -13435808.000000 Penalty: 3782.096680
	Iteration 27Q: 3 clusters Score -1.343581e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 112889 members 
Entering Unmasked Estep 
Score: -13435808.000000 Penalty: 3782.096680
	Iteration 28F: 3 clusters Score -1.343581e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 60 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -29068.998047 Penalty: 924.133545
	Iteration 0F: 2 clusters Score -29069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -28235.787109 Penalty: 1848.267090
	Iteration 0F: 3 clusters Score -28235.79 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -28343.277344 Penalty: 1848.267090
	Iteration 1F: 3 clusters Score -28343.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -28396.005859 Penalty: 1848.267090
	Iteration 2F: 3 clusters Score -28396.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -28416.371094 Penalty: 1848.267090
	Iteration 3Q: 3 clusters Score -28416.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -28425.140625 Penalty: 1848.267090
	Iteration 4Q: 3 clusters Score -28425.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -28428.119141 Penalty: 1848.267090
	Iteration 5Q: 3 clusters Score -28428.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -28430.837891 Penalty: 1848.267090
	Iteration 6Q: 3 clusters Score -28430.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -28434.224609 Penalty: 1848.267090
	Iteration 7Q: 3 clusters Score -28434.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -28453.005859 Penalty: 1848.267090
	Iteration 8Q: 3 clusters Score -28453.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -28457.335938 Penalty: 1848.267090
	Iteration 9Q: 3 clusters Score -28457.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -28457.335938 Penalty: 1848.267090
	Iteration 10F: 3 clusters Score -28457.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 197136 members 
Mstep: Class 3 contains 79208 members 
Mstep: Class 4 contains 8840 members 
Mstep: Class 5 contains 17011 members 
Mstep: Class 6 contains 35681 members 
Mstep: Class 7 contains 78885 members 
Mstep: Class 8 contains 14122 members 
Mstep: Class 9 contains 36576 members 
Mstep: Class 10 contains 9098 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8886 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19131 members 
Mstep: Class 16 contains 67824 members 
Mstep: Class 17 contains 98781 members 
Mstep: Class 18 contains 21862 members 
Mstep: Class 19 contains 3388 members 
Mstep: Class 20 contains 115070 members 
Mstep: Class 21 contains 33837 members 
Mstep: Class 22 contains 5257 members 
Mstep: Class 23 contains 9335 members 
Mstep: Class 24 contains 3614 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 56129 members 
Mstep: Class 29 contains 6101 members 
Mstep: Class 30 contains 109604 members 
Mstep: Class 31 contains 29516 members 
Mstep: Class 32 contains 6055 members 
Mstep: Class 33 contains 2037 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 108050 members 
Mstep: Class 36 contains 1421 members 
Mstep: Class 37 contains 27374 members 
Mstep: Class 38 contains 1278 members 
Mstep: Class 39 contains 83714 members 
Mstep: Class 40 contains 33836 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 21536 members 
Mstep: Class 44 contains 121554 members 
Mstep: Class 45 contains 4520 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 49 contains 13586 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 1002 members 
Mstep: Class 52 contains 4822 members 
Mstep: Class 53 contains 64207 members 
Mstep: Class 54 contains 25100 members 
Mstep: Class 55 contains 4126 members 
Mstep: Class 56 contains 723 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 113235 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194737616.000000 Penalty: 137671.796875
Iteration 479Q: 60 clusters Score -1.947376e+08 nChanged 8609
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 197139 members 
Mstep: Class 3 contains 79256 members 
Mstep: Class 4 contains 8860 members 
Mstep: Class 5 contains 17356 members 
Mstep: Class 6 contains 35675 members 
Mstep: Class 7 contains 79018 members 
Mstep: Class 8 contains 14121 members 
Mstep: Class 9 contains 36578 members 
Mstep: Class 10 contains 9100 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8886 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19127 members 
Mstep: Class 16 contains 67818 members 
Mstep: Class 17 contains 98462 members 
Mstep: Class 18 contains 21527 members 
Mstep: Class 19 contains 3387 members 
Mstep: Class 20 contains 114927 members 
Mstep: Class 21 contains 33837 members 
Mstep: Class 22 contains 5063 members 
Mstep: Class 23 contains 9335 members 
Mstep: Class 24 contains 3614 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 55570 members 
Mstep: Class 29 contains 6102 members 
Mstep: Class 30 contains 110436 members 
Mstep: Class 31 contains 29509 members 
Mstep: Class 32 contains 6056 members 
Mstep: Class 33 contains 2026 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 106633 members 
Mstep: Class 36 contains 1420 members 
Mstep: Class 37 contains 27405 members 
Mstep: Class 38 contains 1278 members 
Mstep: Class 39 contains 84291 members 
Mstep: Class 40 contains 33646 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 21611 members 
Mstep: Class 44 contains 122886 members 
Mstep: Class 45 contains 4460 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 49 contains 13586 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 1002 members 
Mstep: Class 52 contains 4845 members 
Mstep: Class 53 contains 63949 members 
Mstep: Class 54 contains 25156 members 
Mstep: Class 55 contains 4093 members 
Mstep: Class 56 contains 723 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 113310 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194737136.000000 Penalty: 137671.796875
Iteration 480F: 60 clusters Score -1.947371e+08 nChanged 8494
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 197142 members 
Mstep: Class 3 contains 79295 members 
Mstep: Class 4 contains 8871 members 
Mstep: Class 5 contains 17688 members 
Mstep: Class 6 contains 35687 members 
Mstep: Class 7 contains 79110 members 
Mstep: Class 8 contains 14118 members 
Mstep: Class 9 contains 36585 members 
Mstep: Class 10 contains 9098 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8886 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19126 members 
Mstep: Class 16 contains 67813 members 
Mstep: Class 17 contains 98089 members 
Mstep: Class 18 contains 21184 members 
Mstep: Class 19 contains 3387 members 
Mstep: Class 20 contains 114558 members 
Mstep: Class 21 contains 33834 members 
Mstep: Class 22 contains 4839 members 
Mstep: Class 23 contains 9337 members 
Mstep: Class 24 contains 3614 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 55060 members 
Mstep: Class 29 contains 6102 members 
Mstep: Class 30 contains 111462 members 
Mstep: Class 31 contains 29515 members 
Mstep: Class 32 contains 6058 members 
Mstep: Class 33 contains 2012 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 105497 members 
Mstep: Class 36 contains 1420 members 
Mstep: Class 37 contains 27425 members 
Mstep: Class 38 contains 1278 members 
Mstep: Class 39 contains 84935 members 
Mstep: Class 40 contains 33993 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 21660 members 
Mstep: Class 44 contains 124070 members 
Mstep: Class 45 contains 4388 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 49 contains 13586 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4891 members 
Mstep: Class 53 contains 63610 members 
Mstep: Class 54 contains 25215 members 
Mstep: Class 55 contains 4066 members 
Mstep: Class 56 contains 723 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 112863 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194737552.000000 Penalty: 137671.796875
Iteration 481Q: 60 clusters Score -1.947376e+08 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 197139 members 
Mstep: Class 3 contains 79336 members 
Mstep: Class 4 contains 8887 members 
Mstep: Class 5 contains 17991 members 
Mstep: Class 6 contains 35704 members 
Mstep: Class 7 contains 79215 members 
Mstep: Class 8 contains 14117 members 
Mstep: Class 9 contains 36581 members 
Mstep: Class 10 contains 9092 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8886 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19124 members 
Mstep: Class 16 contains 67812 members 
Mstep: Class 17 contains 97743 members 
Mstep: Class 18 contains 20819 members 
Mstep: Class 19 contains 3388 members 
Mstep: Class 20 contains 114553 members 
Mstep: Class 21 contains 33834 members 
Mstep: Class 22 contains 4598 members 
Mstep: Class 23 contains 9338 members 
Mstep: Class 24 contains 3614 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 54516 members 
Mstep: Class 29 contains 6102 members 
Mstep: Class 30 contains 112197 members 
Mstep: Class 31 contains 29505 members 
Mstep: Class 32 contains 6061 members 
Mstep: Class 33 contains 1998 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 104453 members 
Mstep: Class 36 contains 1421 members 
Mstep: Class 37 contains 27452 members 
Mstep: Class 38 contains 1278 members 
Mstep: Class 39 contains 85465 members 
Mstep: Class 40 contains 34144 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 21726 members 
Mstep: Class 44 contains 125069 members 
Mstep: Class 45 contains 4308 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 49 contains 13586 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4936 members 
Mstep: Class 53 contains 63246 members 
Mstep: Class 54 contains 25294 members 
Mstep: Class 55 contains 4041 members 
Mstep: Class 56 contains 723 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 112809 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194737424.000000 Penalty: 137671.796875
Iteration 482Q: 60 clusters Score -1.947374e+08 nChanged 6891
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 197137 members 
Mstep: Class 3 contains 79411 members 
Mstep: Class 4 contains 8913 members 
Mstep: Class 5 contains 18287 members 
Mstep: Class 6 contains 35714 members 
Mstep: Class 7 contains 79321 members 
Mstep: Class 8 contains 14118 members 
Mstep: Class 9 contains 36580 members 
Mstep: Class 10 contains 9090 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8888 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19124 members 
Mstep: Class 16 contains 67807 members 
Mstep: Class 17 contains 97382 members 
Mstep: Class 18 contains 20502 members 
Mstep: Class 19 contains 3388 members 
Mstep: Class 20 contains 114474 members 
Mstep: Class 21 contains 33828 members 
Mstep: Class 22 contains 4348 members 
Mstep: Class 23 contains 9334 members 
Mstep: Class 24 contains 3614 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 54068 members 
Mstep: Class 29 contains 6101 members 
Mstep: Class 30 contains 112895 members 
Mstep: Class 31 contains 29492 members 
Mstep: Class 32 contains 6062 members 
Mstep: Class 33 contains 1985 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 103523 members 
Mstep: Class 36 contains 1421 members 
Mstep: Class 37 contains 27491 members 
Mstep: Class 38 contains 1278 members 
Mstep: Class 39 contains 86029 members 
Mstep: Class 40 contains 34468 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 21767 members 
Mstep: Class 44 contains 125825 members 
Mstep: Class 45 contains 4215 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 49 contains 13587 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 4976 members 
Mstep: Class 53 contains 62899 members 
Mstep: Class 54 contains 25366 members 
Mstep: Class 55 contains 3987 members 
Mstep: Class 56 contains 724 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 112687 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194737536.000000 Penalty: 137671.796875
Iteration 483Q: 60 clusters Score -1.947375e+08 nChanged 6317
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 197129 members 
Mstep: Class 3 contains 79460 members 
Mstep: Class 4 contains 8927 members 
Mstep: Class 5 contains 18577 members 
Mstep: Class 6 contains 35732 members 
Mstep: Class 7 contains 79425 members 
Mstep: Class 8 contains 14119 members 
Mstep: Class 9 contains 36580 members 
Mstep: Class 10 contains 9089 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8888 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19125 members 
Mstep: Class 16 contains 67805 members 
Mstep: Class 17 contains 97070 members 
Mstep: Class 18 contains 20198 members 
Mstep: Class 19 contains 3387 members 
Mstep: Class 20 contains 114603 members 
Mstep: Class 21 contains 33824 members 
Mstep: Class 22 contains 4152 members 
Mstep: Class 23 contains 9335 members 
Mstep: Class 24 contains 3614 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 53568 members 
Mstep: Class 29 contains 6101 members 
Mstep: Class 30 contains 113532 members 
Mstep: Class 31 contains 29471 members 
Mstep: Class 32 contains 6063 members 
Mstep: Class 33 contains 1964 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 102635 members 
Mstep: Class 36 contains 1420 members 
Mstep: Class 37 contains 27516 members 
Mstep: Class 38 contains 1278 members 
Mstep: Class 39 contains 86515 members 
Mstep: Class 40 contains 34981 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 21816 members 
Mstep: Class 44 contains 126277 members 
Mstep: Class 45 contains 4110 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 49 contains 13587 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 5021 members 
Mstep: Class 53 contains 62567 members 
Mstep: Class 54 contains 25487 members 
Mstep: Class 55 contains 3919 members 
Mstep: Class 56 contains 724 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 112522 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194737872.000000 Penalty: 137671.796875
Iteration 484Q: 60 clusters Score -1.947379e+08 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 197130 members 
Mstep: Class 3 contains 79539 members 
Mstep: Class 4 contains 8940 members 
Mstep: Class 5 contains 18859 members 
Mstep: Class 6 contains 35742 members 
Mstep: Class 7 contains 79501 members 
Mstep: Class 8 contains 14119 members 
Mstep: Class 9 contains 36577 members 
Mstep: Class 10 contains 9083 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8888 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19126 members 
Mstep: Class 16 contains 67805 members 
Mstep: Class 17 contains 96781 members 
Mstep: Class 18 contains 19915 members 
Mstep: Class 19 contains 3387 members 
Mstep: Class 20 contains 114890 members 
Mstep: Class 21 contains 33820 members 
Mstep: Class 22 contains 3961 members 
Mstep: Class 23 contains 9335 members 
Mstep: Class 24 contains 3614 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 53099 members 
Mstep: Class 29 contains 6101 members 
Mstep: Class 30 contains 113993 members 
Mstep: Class 31 contains 29455 members 
Mstep: Class 32 contains 6063 members 
Mstep: Class 33 contains 1942 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 101934 members 
Mstep: Class 36 contains 1419 members 
Mstep: Class 37 contains 27547 members 
Mstep: Class 38 contains 1278 members 
Mstep: Class 39 contains 87004 members 
Mstep: Class 40 contains 35340 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 21847 members 
Mstep: Class 44 contains 126558 members 
Mstep: Class 45 contains 3978 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 49 contains 13587 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 5058 members 
Mstep: Class 53 contains 62252 members 
Mstep: Class 54 contains 25603 members 
Mstep: Class 55 contains 3834 members 
Mstep: Class 56 contains 724 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 112496 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738208.000000 Penalty: 137671.796875
Iteration 485Q: 60 clusters Score -1.947382e+08 nChanged 5396
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 197124 members 
Mstep: Class 3 contains 79603 members 
Mstep: Class 4 contains 8951 members 
Mstep: Class 5 contains 19105 members 
Mstep: Class 6 contains 35756 members 
Mstep: Class 7 contains 79565 members 
Mstep: Class 8 contains 14119 members 
Mstep: Class 9 contains 36577 members 
Mstep: Class 10 contains 9080 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8888 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19128 members 
Mstep: Class 16 contains 67807 members 
Mstep: Class 17 contains 96530 members 
Mstep: Class 18 contains 19634 members 
Mstep: Class 19 contains 3387 members 
Mstep: Class 20 contains 115000 members 
Mstep: Class 21 contains 33816 members 
Mstep: Class 22 contains 3791 members 
Mstep: Class 23 contains 9337 members 
Mstep: Class 24 contains 3614 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 52602 members 
Mstep: Class 29 contains 6101 members 
Mstep: Class 30 contains 114415 members 
Mstep: Class 31 contains 29439 members 
Mstep: Class 32 contains 6064 members 
Mstep: Class 33 contains 1912 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 101573 members 
Mstep: Class 36 contains 1419 members 
Mstep: Class 37 contains 27586 members 
Mstep: Class 38 contains 1278 members 
Mstep: Class 39 contains 87478 members 
Mstep: Class 40 contains 35597 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 21905 members 
Mstep: Class 44 contains 126766 members 
Mstep: Class 45 contains 3809 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 49 contains 13587 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 5084 members 
Mstep: Class 53 contains 61906 members 
Mstep: Class 54 contains 25701 members 
Mstep: Class 55 contains 3759 members 
Mstep: Class 56 contains 724 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 112625 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738128.000000 Penalty: 137671.796875
Iteration 486Q: 60 clusters Score -1.947381e+08 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 197124 members 
Mstep: Class 3 contains 79670 members 
Mstep: Class 4 contains 8962 members 
Mstep: Class 5 contains 19285 members 
Mstep: Class 6 contains 35757 members 
Mstep: Class 7 contains 79636 members 
Mstep: Class 8 contains 14118 members 
Mstep: Class 9 contains 36578 members 
Mstep: Class 10 contains 9079 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8888 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19130 members 
Mstep: Class 16 contains 67808 members 
Mstep: Class 17 contains 96299 members 
Mstep: Class 18 contains 19361 members 
Mstep: Class 19 contains 3386 members 
Mstep: Class 20 contains 115183 members 
Mstep: Class 21 contains 33814 members 
Mstep: Class 22 contains 3630 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 3614 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 52046 members 
Mstep: Class 29 contains 6100 members 
Mstep: Class 30 contains 114667 members 
Mstep: Class 31 contains 29425 members 
Mstep: Class 32 contains 6065 members 
Mstep: Class 33 contains 1880 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 101280 members 
Mstep: Class 36 contains 1418 members 
Mstep: Class 37 contains 27620 members 
Mstep: Class 38 contains 1278 members 
Mstep: Class 39 contains 88080 members 
Mstep: Class 40 contains 35949 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 21990 members 
Mstep: Class 44 contains 126897 members 
Mstep: Class 45 contains 3592 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 49 contains 13587 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 5102 members 
Mstep: Class 53 contains 61535 members 
Mstep: Class 54 contains 25827 members 
Mstep: Class 55 contains 3675 members 
Mstep: Class 56 contains 724 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 112762 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738464.000000 Penalty: 137671.796875
Iteration 487Q: 60 clusters Score -1.947385e+08 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 197116 members 
Mstep: Class 3 contains 79736 members 
Mstep: Class 4 contains 8982 members 
Mstep: Class 5 contains 19408 members 
Mstep: Class 6 contains 35760 members 
Mstep: Class 7 contains 79679 members 
Mstep: Class 8 contains 14117 members 
Mstep: Class 9 contains 36582 members 
Mstep: Class 10 contains 9076 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8888 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19130 members 
Mstep: Class 16 contains 67805 members 
Mstep: Class 17 contains 96058 members 
Mstep: Class 18 contains 19077 members 
Mstep: Class 19 contains 3386 members 
Mstep: Class 20 contains 115391 members 
Mstep: Class 21 contains 33813 members 
Mstep: Class 22 contains 3469 members 
Mstep: Class 23 contains 9338 members 
Mstep: Class 24 contains 3614 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 51446 members 
Mstep: Class 29 contains 6101 members 
Mstep: Class 30 contains 114785 members 
Mstep: Class 31 contains 29415 members 
Mstep: Class 32 contains 6067 members 
Mstep: Class 33 contains 1848 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 101069 members 
Mstep: Class 36 contains 1417 members 
Mstep: Class 37 contains 27651 members 
Mstep: Class 38 contains 1278 members 
Mstep: Class 39 contains 88828 members 
Mstep: Class 40 contains 36323 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 22065 members 
Mstep: Class 44 contains 126977 members 
Mstep: Class 45 contains 3355 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 49 contains 13587 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 5125 members 
Mstep: Class 53 contains 61170 members 
Mstep: Class 54 contains 25989 members 
Mstep: Class 55 contains 3573 members 
Mstep: Class 56 contains 725 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 112950 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738944.000000 Penalty: 137671.796875
Iteration 488Q: 60 clusters Score -1.947389e+08 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 197112 members 
Mstep: Class 3 contains 79805 members 
Mstep: Class 4 contains 9005 members 
Mstep: Class 5 contains 19467 members 
Mstep: Class 6 contains 35761 members 
Mstep: Class 7 contains 79714 members 
Mstep: Class 8 contains 14117 members 
Mstep: Class 9 contains 36580 members 
Mstep: Class 10 contains 9076 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8888 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19130 members 
Mstep: Class 16 contains 67799 members 
Mstep: Class 17 contains 95721 members 
Mstep: Class 18 contains 18859 members 
Mstep: Class 19 contains 3386 members 
Mstep: Class 20 contains 115582 members 
Mstep: Class 21 contains 33814 members 
Mstep: Class 22 contains 3358 members 
Mstep: Class 23 contains 9337 members 
Mstep: Class 24 contains 3614 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 50889 members 
Mstep: Class 29 contains 6101 members 
Mstep: Class 30 contains 114830 members 
Mstep: Class 31 contains 29404 members 
Mstep: Class 32 contains 6067 members 
Mstep: Class 33 contains 1814 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 100832 members 
Mstep: Class 36 contains 1416 members 
Mstep: Class 37 contains 27690 members 
Mstep: Class 38 contains 1278 members 
Mstep: Class 39 contains 89731 members 
Mstep: Class 40 contains 36652 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 22127 members 
Mstep: Class 44 contains 127092 members 
Mstep: Class 45 contains 3120 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 49 contains 13587 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 5149 members 
Mstep: Class 53 contains 60832 members 
Mstep: Class 54 contains 26085 members 
Mstep: Class 55 contains 3422 members 
Mstep: Class 56 contains 725 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 113214 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739264.000000 Penalty: 137671.796875
Iteration 489Q: 60 clusters Score -1.947393e+08 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 197111 members 
Mstep: Class 3 contains 79841 members 
Mstep: Class 4 contains 9026 members 
Mstep: Class 5 contains 19487 members 
Mstep: Class 6 contains 35770 members 
Mstep: Class 7 contains 79734 members 
Mstep: Class 8 contains 14117 members 
Mstep: Class 9 contains 36582 members 
Mstep: Class 10 contains 9075 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8888 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19130 members 
Mstep: Class 16 contains 67793 members 
Mstep: Class 17 contains 95312 members 
Mstep: Class 18 contains 18601 members 
Mstep: Class 19 contains 3386 members 
Mstep: Class 20 contains 115855 members 
Mstep: Class 21 contains 33814 members 
Mstep: Class 22 contains 3259 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 3614 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 50296 members 
Mstep: Class 29 contains 6101 members 
Mstep: Class 30 contains 114876 members 
Mstep: Class 31 contains 29400 members 
Mstep: Class 32 contains 6067 members 
Mstep: Class 33 contains 1768 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 100510 members 
Mstep: Class 36 contains 1416 members 
Mstep: Class 37 contains 27734 members 
Mstep: Class 38 contains 1278 members 
Mstep: Class 39 contains 90761 members 
Mstep: Class 40 contains 37060 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 22188 members 
Mstep: Class 44 contains 127133 members 
Mstep: Class 45 contains 2951 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 49 contains 13587 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 5170 members 
Mstep: Class 53 contains 60461 members 
Mstep: Class 54 contains 26219 members 
Mstep: Class 55 contains 3233 members 
Mstep: Class 56 contains 725 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 113522 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739632.000000 Penalty: 137671.796875
Iteration 490Q: 60 clusters Score -1.947396e+08 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 197122 members 
Mstep: Class 3 contains 79852 members 
Mstep: Class 4 contains 9036 members 
Mstep: Class 5 contains 19468 members 
Mstep: Class 6 contains 35781 members 
Mstep: Class 7 contains 79762 members 
Mstep: Class 8 contains 14117 members 
Mstep: Class 9 contains 36586 members 
Mstep: Class 10 contains 9073 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8888 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19131 members 
Mstep: Class 16 contains 67791 members 
Mstep: Class 17 contains 94892 members 
Mstep: Class 18 contains 18341 members 
Mstep: Class 19 contains 3386 members 
Mstep: Class 20 contains 116110 members 
Mstep: Class 21 contains 33815 members 
Mstep: Class 22 contains 3184 members 
Mstep: Class 23 contains 9338 members 
Mstep: Class 24 contains 3614 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 49678 members 
Mstep: Class 29 contains 6100 members 
Mstep: Class 30 contains 114879 members 
Mstep: Class 31 contains 29393 members 
Mstep: Class 32 contains 6067 members 
Mstep: Class 33 contains 1717 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 100357 members 
Mstep: Class 36 contains 1417 members 
Mstep: Class 37 contains 27767 members 
Mstep: Class 38 contains 1278 members 
Mstep: Class 39 contains 91759 members 
Mstep: Class 40 contains 37237 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 22236 members 
Mstep: Class 44 contains 127122 members 
Mstep: Class 45 contains 2836 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 49 contains 13587 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 5190 members 
Mstep: Class 53 contains 60121 members 
Mstep: Class 54 contains 26345 members 
Mstep: Class 55 contains 3023 members 
Mstep: Class 56 contains 725 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 114075 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739584.000000 Penalty: 137671.796875
Iteration 491Q: 60 clusters Score -1.947396e+08 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 197122 members 
Mstep: Class 3 contains 79873 members 
Mstep: Class 4 contains 9048 members 
Mstep: Class 5 contains 19366 members 
Mstep: Class 6 contains 35791 members 
Mstep: Class 7 contains 79798 members 
Mstep: Class 8 contains 14117 members 
Mstep: Class 9 contains 36586 members 
Mstep: Class 10 contains 9071 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8888 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19132 members 
Mstep: Class 16 contains 67788 members 
Mstep: Class 17 contains 94438 members 
Mstep: Class 18 contains 18118 members 
Mstep: Class 19 contains 3386 members 
Mstep: Class 20 contains 116254 members 
Mstep: Class 21 contains 33819 members 
Mstep: Class 22 contains 3101 members 
Mstep: Class 23 contains 9339 members 
Mstep: Class 24 contains 3614 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 49085 members 
Mstep: Class 29 contains 6100 members 
Mstep: Class 30 contains 114978 members 
Mstep: Class 31 contains 29383 members 
Mstep: Class 32 contains 6067 members 
Mstep: Class 33 contains 1654 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 100322 members 
Mstep: Class 36 contains 1417 members 
Mstep: Class 37 contains 27814 members 
Mstep: Class 38 contains 1278 members 
Mstep: Class 39 contains 92871 members 
Mstep: Class 40 contains 37327 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 22280 members 
Mstep: Class 44 contains 127073 members 
Mstep: Class 45 contains 2754 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 49 contains 13587 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 5210 members 
Mstep: Class 53 contains 59724 members 
Mstep: Class 54 contains 26453 members 
Mstep: Class 55 contains 2804 members 
Mstep: Class 56 contains 726 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 114648 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739984.000000 Penalty: 137671.796875
Iteration 492Q: 60 clusters Score -1.9474e+08 nChanged 6162
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 197120 members 
Mstep: Class 3 contains 79897 members 
Mstep: Class 4 contains 9050 members 
Mstep: Class 5 contains 19207 members 
Mstep: Class 6 contains 35800 members 
Mstep: Class 7 contains 79834 members 
Mstep: Class 8 contains 14116 members 
Mstep: Class 9 contains 36591 members 
Mstep: Class 10 contains 9071 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8888 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19135 members 
Mstep: Class 16 contains 67787 members 
Mstep: Class 17 contains 93982 members 
Mstep: Class 18 contains 17848 members 
Mstep: Class 19 contains 3386 members 
Mstep: Class 20 contains 116372 members 
Mstep: Class 21 contains 33819 members 
Mstep: Class 22 contains 3029 members 
Mstep: Class 23 contains 9341 members 
Mstep: Class 24 contains 3614 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 48471 members 
Mstep: Class 29 contains 6100 members 
Mstep: Class 30 contains 115141 members 
Mstep: Class 31 contains 29372 members 
Mstep: Class 32 contains 6068 members 
Mstep: Class 33 contains 1596 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 100340 members 
Mstep: Class 36 contains 1417 members 
Mstep: Class 37 contains 27863 members 
Mstep: Class 38 contains 1278 members 
Mstep: Class 39 contains 94029 members 
Mstep: Class 40 contains 37383 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 22310 members 
Mstep: Class 44 contains 126928 members 
Mstep: Class 45 contains 2687 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 49 contains 13587 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 5234 members 
Mstep: Class 53 contains 59343 members 
Mstep: Class 54 contains 26582 members 
Mstep: Class 55 contains 2593 members 
Mstep: Class 56 contains 726 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 115273 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740784.000000 Penalty: 137671.796875
Iteration 493Q: 60 clusters Score -1.947408e+08 nChanged 6436
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 197113 members 
Mstep: Class 3 contains 79926 members 
Mstep: Class 4 contains 9059 members 
Mstep: Class 5 contains 18951 members 
Mstep: Class 6 contains 35799 members 
Mstep: Class 7 contains 79854 members 
Mstep: Class 8 contains 14115 members 
Mstep: Class 9 contains 36596 members 
Mstep: Class 10 contains 9067 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8887 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19136 members 
Mstep: Class 16 contains 67782 members 
Mstep: Class 17 contains 93550 members 
Mstep: Class 18 contains 17578 members 
Mstep: Class 19 contains 3386 members 
Mstep: Class 20 contains 116606 members 
Mstep: Class 21 contains 33819 members 
Mstep: Class 22 contains 2968 members 
Mstep: Class 23 contains 9343 members 
Mstep: Class 24 contains 3614 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 47908 members 
Mstep: Class 29 contains 6100 members 
Mstep: Class 30 contains 115185 members 
Mstep: Class 31 contains 29366 members 
Mstep: Class 32 contains 6068 members 
Mstep: Class 33 contains 1547 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 100409 members 
Mstep: Class 36 contains 1417 members 
Mstep: Class 37 contains 27903 members 
Mstep: Class 38 contains 1278 members 
Mstep: Class 39 contains 95132 members 
Mstep: Class 40 contains 37336 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 22349 members 
Mstep: Class 44 contains 126785 members 
Mstep: Class 45 contains 2628 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 49 contains 13587 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 5255 members 
Mstep: Class 53 contains 58937 members 
Mstep: Class 54 contains 26739 members 
Mstep: Class 55 contains 2416 members 
Mstep: Class 56 contains 726 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 115993 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194741296.000000 Penalty: 137671.796875
Iteration 494Q: 60 clusters Score -1.947413e+08 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 197120 members 
Mstep: Class 3 contains 79937 members 
Mstep: Class 4 contains 9080 members 
Mstep: Class 5 contains 18638 members 
Mstep: Class 6 contains 35787 members 
Mstep: Class 7 contains 79853 members 
Mstep: Class 8 contains 14115 members 
Mstep: Class 9 contains 36598 members 
Mstep: Class 10 contains 9068 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8886 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19136 members 
Mstep: Class 16 contains 67779 members 
Mstep: Class 17 contains 93143 members 
Mstep: Class 18 contains 17331 members 
Mstep: Class 19 contains 3386 members 
Mstep: Class 20 contains 116933 members 
Mstep: Class 21 contains 33816 members 
Mstep: Class 22 contains 2902 members 
Mstep: Class 23 contains 9345 members 
Mstep: Class 24 contains 3614 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 47385 members 
Mstep: Class 29 contains 6099 members 
Mstep: Class 30 contains 115148 members 
Mstep: Class 31 contains 29360 members 
Mstep: Class 32 contains 6068 members 
Mstep: Class 33 contains 1485 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 100357 members 
Mstep: Class 36 contains 1418 members 
Mstep: Class 37 contains 27935 members 
Mstep: Class 38 contains 1278 members 
Mstep: Class 39 contains 96297 members 
Mstep: Class 40 contains 37506 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 22399 members 
Mstep: Class 44 contains 126610 members 
Mstep: Class 45 contains 2581 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 49 contains 13587 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 5268 members 
Mstep: Class 53 contains 58544 members 
Mstep: Class 54 contains 26901 members 
Mstep: Class 55 contains 2253 members 
Mstep: Class 56 contains 726 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 116546 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194741008.000000 Penalty: 137671.796875
Iteration 495Q: 60 clusters Score -1.94741e+08 nChanged 6142
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 197122 members 
Mstep: Class 3 contains 79935 members 
Mstep: Class 4 contains 9096 members 
Mstep: Class 5 contains 18356 members 
Mstep: Class 6 contains 35784 members 
Mstep: Class 7 contains 79862 members 
Mstep: Class 8 contains 14115 members 
Mstep: Class 9 contains 36597 members 
Mstep: Class 10 contains 9068 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8886 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19136 members 
Mstep: Class 16 contains 67780 members 
Mstep: Class 17 contains 92889 members 
Mstep: Class 18 contains 17065 members 
Mstep: Class 19 contains 3386 members 
Mstep: Class 20 contains 117218 members 
Mstep: Class 21 contains 33815 members 
Mstep: Class 22 contains 2823 members 
Mstep: Class 23 contains 9350 members 
Mstep: Class 24 contains 3614 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 46822 members 
Mstep: Class 29 contains 6099 members 
Mstep: Class 30 contains 115053 members 
Mstep: Class 31 contains 29355 members 
Mstep: Class 32 contains 6068 members 
Mstep: Class 33 contains 1422 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 100349 members 
Mstep: Class 36 contains 1419 members 
Mstep: Class 37 contains 27985 members 
Mstep: Class 38 contains 1278 members 
Mstep: Class 39 contains 97366 members 
Mstep: Class 40 contains 37595 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 22440 members 
Mstep: Class 44 contains 126539 members 
Mstep: Class 45 contains 2545 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 49 contains 13587 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 5278 members 
Mstep: Class 53 contains 58130 members 
Mstep: Class 54 contains 27056 members 
Mstep: Class 55 contains 2139 members 
Mstep: Class 56 contains 726 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 117076 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194741488.000000 Penalty: 137671.796875
Iteration 496Q: 60 clusters Score -1.947415e+08 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 197120 members 
Mstep: Class 3 contains 79955 members 
Mstep: Class 4 contains 9105 members 
Mstep: Class 5 contains 18004 members 
Mstep: Class 6 contains 35795 members 
Mstep: Class 7 contains 79873 members 
Mstep: Class 8 contains 14114 members 
Mstep: Class 9 contains 36595 members 
Mstep: Class 10 contains 9068 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8886 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19137 members 
Mstep: Class 16 contains 67778 members 
Mstep: Class 17 contains 92663 members 
Mstep: Class 18 contains 16832 members 
Mstep: Class 19 contains 3386 members 
Mstep: Class 20 contains 117529 members 
Mstep: Class 21 contains 33811 members 
Mstep: Class 22 contains 2754 members 
Mstep: Class 23 contains 9351 members 
Mstep: Class 24 contains 3614 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 46299 members 
Mstep: Class 29 contains 6099 members 
Mstep: Class 30 contains 114912 members 
Mstep: Class 31 contains 29352 members 
Mstep: Class 32 contains 6068 members 
Mstep: Class 33 contains 1365 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 100340 members 
Mstep: Class 36 contains 1419 members 
Mstep: Class 37 contains 28010 members 
Mstep: Class 38 contains 1278 members 
Mstep: Class 39 contains 98409 members 
Mstep: Class 40 contains 37654 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 22459 members 
Mstep: Class 44 contains 126448 members 
Mstep: Class 45 contains 2506 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 49 contains 13587 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 5285 members 
Mstep: Class 53 contains 57721 members 
Mstep: Class 54 contains 27195 members 
Mstep: Class 55 contains 2052 members 
Mstep: Class 56 contains 726 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 117675 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740800.000000 Penalty: 137671.796875
Iteration 497Q: 60 clusters Score -1.947408e+08 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 197119 members 
Mstep: Class 3 contains 79991 members 
Mstep: Class 4 contains 9106 members 
Mstep: Class 5 contains 17642 members 
Mstep: Class 6 contains 35795 members 
Mstep: Class 7 contains 79890 members 
Mstep: Class 8 contains 14113 members 
Mstep: Class 9 contains 36595 members 
Mstep: Class 10 contains 9070 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8886 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19139 members 
Mstep: Class 16 contains 67778 members 
Mstep: Class 17 contains 92417 members 
Mstep: Class 18 contains 16613 members 
Mstep: Class 19 contains 3386 members 
Mstep: Class 20 contains 117767 members 
Mstep: Class 21 contains 33810 members 
Mstep: Class 22 contains 2688 members 
Mstep: Class 23 contains 9353 members 
Mstep: Class 24 contains 3614 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 45829 members 
Mstep: Class 29 contains 6099 members 
Mstep: Class 30 contains 114797 members 
Mstep: Class 31 contains 29355 members 
Mstep: Class 32 contains 6069 members 
Mstep: Class 33 contains 1308 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 100488 members 
Mstep: Class 36 contains 1419 members 
Mstep: Class 37 contains 28034 members 
Mstep: Class 38 contains 1278 members 
Mstep: Class 39 contains 99344 members 
Mstep: Class 40 contains 37649 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 22481 members 
Mstep: Class 44 contains 126317 members 
Mstep: Class 45 contains 2456 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 49 contains 13587 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 5301 members 
Mstep: Class 53 contains 57273 members 
Mstep: Class 54 contains 27322 members 
Mstep: Class 55 contains 1988 members 
Mstep: Class 56 contains 726 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 118342 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740208.000000 Penalty: 137671.796875
Iteration 498Q: 60 clusters Score -1.947402e+08 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 197116 members 
Mstep: Class 3 contains 80033 members 
Mstep: Class 4 contains 9113 members 
Mstep: Class 5 contains 17239 members 
Mstep: Class 6 contains 35794 members 
Mstep: Class 7 contains 79896 members 
Mstep: Class 8 contains 14109 members 
Mstep: Class 9 contains 36596 members 
Mstep: Class 10 contains 9072 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8886 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19141 members 
Mstep: Class 16 contains 67778 members 
Mstep: Class 17 contains 92194 members 
Mstep: Class 18 contains 16409 members 
Mstep: Class 19 contains 3386 members 
Mstep: Class 20 contains 118051 members 
Mstep: Class 21 contains 33807 members 
Mstep: Class 22 contains 2627 members 
Mstep: Class 23 contains 9354 members 
Mstep: Class 24 contains 3614 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 45347 members 
Mstep: Class 29 contains 6099 members 
Mstep: Class 30 contains 114577 members 
Mstep: Class 31 contains 29348 members 
Mstep: Class 32 contains 6069 members 
Mstep: Class 33 contains 1257 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 100727 members 
Mstep: Class 36 contains 1420 members 
Mstep: Class 37 contains 28086 members 
Mstep: Class 38 contains 1278 members 
Mstep: Class 39 contains 100231 members 
Mstep: Class 40 contains 37574 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 22510 members 
Mstep: Class 44 contains 126205 members 
Mstep: Class 45 contains 2415 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 49 contains 13588 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 5316 members 
Mstep: Class 53 contains 56825 members 
Mstep: Class 54 contains 27430 members 
Mstep: Class 55 contains 1951 members 
Mstep: Class 56 contains 726 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 119045 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738784.000000 Penalty: 137671.796875
Iteration 499Q: 60 clusters Score -1.947388e+08 nChanged 6287
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 197119 members 
Mstep: Class 3 contains 80066 members 
Mstep: Class 4 contains 9125 members 
Mstep: Class 5 contains 16771 members 
Mstep: Class 6 contains 35791 members 
Mstep: Class 7 contains 79874 members 
Mstep: Class 8 contains 14107 members 
Mstep: Class 9 contains 36597 members 
Mstep: Class 10 contains 9075 members 
Mstep: Class 11 contains 199 members 
Mstep: Class 12 contains 374 members 
Mstep: Class 13 contains 8886 members 
Mstep: Class 14 contains 670 members 
Mstep: Class 15 contains 19142 members 
Mstep: Class 16 contains 67777 members 
Mstep: Class 17 contains 92022 members 
Mstep: Class 18 contains 16228 members 
Mstep: Class 19 contains 3386 members 
Mstep: Class 20 contains 118263 members 
Mstep: Class 21 contains 33804 members 
Mstep: Class 22 contains 2564 members 
Mstep: Class 23 contains 9350 members 
Mstep: Class 24 contains 3614 members 
Mstep: Class 25 contains 755 members 
Mstep: Class 26 contains 149 members 
Mstep: Class 27 contains 580 members 
Mstep: Class 28 contains 44896 members 
Mstep: Class 29 contains 6099 members 
Mstep: Class 30 contains 114357 members 
Mstep: Class 31 contains 29347 members 
Mstep: Class 32 contains 6070 members 
Mstep: Class 33 contains 1215 members 
Mstep: Class 34 contains 412 members 
Mstep: Class 35 contains 101096 members 
Mstep: Class 36 contains 1420 members 
Mstep: Class 37 contains 28119 members 
Mstep: Class 38 contains 1278 members 
Mstep: Class 39 contains 101097 members 
Mstep: Class 40 contains 37530 members 
Mstep: Class 41 contains 334 members 
Mstep: Class 42 contains 508 members 
Mstep: Class 43 contains 22544 members 
Mstep: Class 44 contains 126158 members 
Mstep: Class 45 contains 2362 members 
Mstep: Class 46 contains 494 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 49 contains 13588 members 
Mstep: Class 50 contains 651 members 
Mstep: Class 51 contains 1001 members 
Mstep: Class 52 contains 5322 members 
Mstep: Class 53 contains 56327 members 
Mstep: Class 54 contains 27537 members 
Mstep: Class 55 contains 1925 members 
Mstep: Class 56 contains 726 members 
Mstep: Class 57 contains 155 members 
Mstep: Class 58 contains 304 members 
Mstep: Class 59 contains 119666 members 
Mstep: Class 60 contains 295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738512.000000 Penalty: 137671.796875
Iteration 500F: 60 clusters Score -1.947385e+08 nChanged 6067
Maximum iterations exceeded
--- Evaluating fit on full set of 5168648 points ---
Entering Unmasked Estep 
Score: -598967744.000000 Penalty: 148204.734375
21->60 Clusters: Score -598967744.000000, best is -599104192.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 1722882 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82156 members 
Mstep: Class 2 contains 82143 members 
Mstep: Class 3 contains 81937 members 
Mstep: Class 4 contains 81889 members 
Mstep: Class 5 contains 82005 members 
Mstep: Class 6 contains 82161 members 
Mstep: Class 7 contains 81801 members 
Mstep: Class 8 contains 81811 members 
Mstep: Class 9 contains 82128 members 
Mstep: Class 10 contains 82178 members 
Mstep: Class 11 contains 82277 members 
Mstep: Class 12 contains 82399 members 
Mstep: Class 13 contains 82112 members 
Mstep: Class 14 contains 81823 members 
Mstep: Class 15 contains 82056 members 
Mstep: Class 16 contains 81929 members 
Mstep: Class 17 contains 82042 members 
Mstep: Class 18 contains 82159 members 
Mstep: Class 19 contains 82085 members 
Mstep: Class 20 contains 81807 members 
Mstep: Class 21 contains 81984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 890.408020 but Gain 2333.417969
Score: -187405072.000000 Penalty: 46668.406250
Iteration 0F: 21 clusters Score -1.874051e+08 nChanged 1640358
Entering Unmasked Mstep 
Mstep: Class 0 contains 4028 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 209222 members 
Mstep: Class 3 contains 134271 members 
Mstep: Class 4 contains 27313 members 
Mstep: Class 5 contains 19340 members 
Mstep: Class 6 contains 13728 members 
Mstep: Class 7 contains 31056 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 10 contains 29058 members 
Mstep: Class 11 contains 178710 members 
Mstep: Class 12 contains 16913 members 
Mstep: Class 13 contains 21154 members 
Mstep: Class 14 contains 43413 members 
Mstep: Class 15 contains 8145 members 
Mstep: Class 16 contains 192568 members 
Mstep: Class 17 contains 8830 members 
Mstep: Class 18 contains 35954 members 
Mstep: Class 19 contains 29077 members 
Mstep: Class 20 contains 26985 members 
Mstep: Class 21 contains 676567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -191249312.000000 Penalty: 46668.406250
Iteration 1F: 21 clusters Score -1.912493e+08 nChanged 731191
Entering Unmasked Mstep 
Mstep: Class 0 contains 3656 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 368140 members 
Mstep: Class 3 contains 181134 members 
Mstep: Class 4 contains 24643 members 
Mstep: Class 5 contains 11005 members 
Mstep: Class 6 contains 11655 members 
Mstep: Class 7 contains 24204 members 
Mstep: Class 8 contains 3792 members 
Mstep: Class 10 contains 18351 members 
Mstep: Class 11 contains 263357 members 
Mstep: Class 12 contains 15755 members 
Mstep: Class 13 contains 16004 members 
Mstep: Class 14 contains 42410 members 
Mstep: Class 15 contains 7458 members 
Mstep: Class 16 contains 307651 members 
Mstep: Class 17 contains 7206 members 
Mstep: Class 18 contains 23332 members 
Mstep: Class 19 contains 32936 members 
Mstep: Class 20 contains 16673 members 
Mstep: Class 21 contains 335701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -191846896.000000 Penalty: 46668.406250
Iteration 2F: 21 clusters Score -1.918469e+08 nChanged 522046
Entering Unmasked Mstep 
Mstep: Class 0 contains 2841 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 274058 members 
Mstep: Class 3 contains 273511 members 
Mstep: Class 4 contains 36760 members 
Mstep: Class 5 contains 6419 members 
Mstep: Class 6 contains 8324 members 
Mstep: Class 7 contains 26787 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 10 contains 15796 members 
Mstep: Class 11 contains 300374 members 
Mstep: Class 12 contains 21934 members 
Mstep: Class 13 contains 17316 members 
Mstep: Class 14 contains 46374 members 
Mstep: Class 15 contains 5740 members 
Mstep: Class 16 contains 298961 members 
Mstep: Class 17 contains 9138 members 
Mstep: Class 18 contains 18580 members 
Mstep: Class 19 contains 38309 members 
Mstep: Class 20 contains 11685 members 
Mstep: Class 21 contains 302383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -192348768.000000 Penalty: 46668.406250
Iteration 3F: 21 clusters Score -1.923488e+08 nChanged 398024
Entering Unmasked Mstep 
Mstep: Class 0 contains 2074 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 306456 members 
Mstep: Class 3 contains 352704 members 
Mstep: Class 4 contains 61772 members 
Mstep: Class 5 contains 4315 members 
Mstep: Class 6 contains 4418 members 
Mstep: Class 7 contains 30109 members 
Mstep: Class 8 contains 1276 members 
Mstep: Class 10 contains 15739 members 
Mstep: Class 11 contains 232452 members 
Mstep: Class 12 contains 26359 members 
Mstep: Class 13 contains 20048 members 
Mstep: Class 14 contains 56753 members 
Mstep: Class 15 contains 5398 members 
Mstep: Class 16 contains 247563 members 
Mstep: Class 17 contains 11800 members 
Mstep: Class 18 contains 14950 members 
Mstep: Class 19 contains 42803 members 
Mstep: Class 20 contains 9109 members 
Mstep: Class 21 contains 271670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -192796832.000000 Penalty: 46668.406250
Iteration 4F: 21 clusters Score -1.927968e+08 nChanged 379928
Entering Unmasked Mstep 
Mstep: Class 0 contains 1485 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 290742 members 
Mstep: Class 3 contains 313087 members 
Mstep: Class 4 contains 89155 members 
Mstep: Class 5 contains 2697 members 
Mstep: Class 6 contains 2158 members 
Mstep: Class 7 contains 33655 members 
Mstep: Class 8 contains 1326 members 
Mstep: Class 10 contains 18284 members 
Mstep: Class 11 contains 231553 members 
Mstep: Class 12 contains 26339 members 
Mstep: Class 13 contains 22993 members 
Mstep: Class 14 contains 65794 members 
Mstep: Class 15 contains 5590 members 
Mstep: Class 16 contains 279333 members 
Mstep: Class 17 contains 13478 members 
Mstep: Class 18 contains 11250 members 
Mstep: Class 19 contains 46444 members 
Mstep: Class 20 contains 7063 members 
Mstep: Class 21 contains 255489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193083456.000000 Penalty: 46668.406250
Iteration 5F: 21 clusters Score -1.930835e+08 nChanged 266964
Entering Unmasked Mstep 
Mstep: Class 0 contains 1036 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 303883 members 
Mstep: Class 3 contains 287411 members 
Mstep: Class 4 contains 110958 members 
Mstep: Class 5 contains 1738 members 
Mstep: Class 6 contains 1255 members 
Mstep: Class 7 contains 36101 members 
Mstep: Class 8 contains 1414 members 
Mstep: Class 10 contains 22304 members 
Mstep: Class 11 contains 228024 members 
Mstep: Class 12 contains 26079 members 
Mstep: Class 13 contains 26500 members 
Mstep: Class 14 contains 74271 members 
Mstep: Class 15 contains 6031 members 
Mstep: Class 16 contains 281097 members 
Mstep: Class 17 contains 14079 members 
Mstep: Class 18 contains 8127 members 
Mstep: Class 19 contains 46443 members 
Mstep: Class 20 contains 5283 members 
Mstep: Class 21 contains 236259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193267552.000000 Penalty: 46668.406250
Iteration 6F: 21 clusters Score -1.932676e+08 nChanged 215992
Entering Unmasked Mstep 
Mstep: Class 0 contains 772 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 296138 members 
Mstep: Class 3 contains 273100 members 
Mstep: Class 4 contains 126551 members 
Mstep: Class 5 contains 1203 members 
Mstep: Class 6 contains 993 members 
Mstep: Class 7 contains 37458 members 
Mstep: Class 8 contains 1545 members 
Mstep: Class 10 contains 29011 members 
Mstep: Class 11 contains 222947 members 
Mstep: Class 12 contains 25082 members 
Mstep: Class 13 contains 30328 members 
Mstep: Class 14 contains 83721 members 
Mstep: Class 15 contains 6376 members 
Mstep: Class 16 contains 287300 members 
Mstep: Class 17 contains 14297 members 
Mstep: Class 18 contains 5697 members 
Mstep: Class 19 contains 45247 members 
Mstep: Class 20 contains 3752 members 
Mstep: Class 21 contains 227489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193410832.000000 Penalty: 46668.406250
Iteration 7F: 21 clusters Score -1.934108e+08 nChanged 188283
Entering Unmasked Mstep 
Mstep: Class 0 contains 565 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 292124 members 
Mstep: Class 3 contains 259005 members 
Mstep: Class 4 contains 135731 members 
Mstep: Class 5 contains 947 members 
Mstep: Class 6 contains 1002 members 
Mstep: Class 7 contains 37196 members 
Mstep: Class 8 contains 1811 members 
Mstep: Class 10 contains 42735 members 
Mstep: Class 11 contains 223041 members 
Mstep: Class 12 contains 23955 members 
Mstep: Class 13 contains 33972 members 
Mstep: Class 14 contains 95430 members 
Mstep: Class 15 contains 6464 members 
Mstep: Class 16 contains 282626 members 
Mstep: Class 17 contains 14555 members 
Mstep: Class 18 contains 4190 members 
Mstep: Class 19 contains 43836 members 
Mstep: Class 20 contains 2888 members 
Mstep: Class 21 contains 217726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193544976.000000 Penalty: 46668.406250
Iteration 8F: 21 clusters Score -1.93545e+08 nChanged 172572
Entering Unmasked Mstep 
Mstep: Class 0 contains 434 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 282827 members 
Mstep: Class 3 contains 244539 members 
Mstep: Class 4 contains 138810 members 
Mstep: Class 5 contains 922 members 
Mstep: Class 6 contains 1052 members 
Mstep: Class 7 contains 34833 members 
Mstep: Class 8 contains 1966 members 
Mstep: Class 10 contains 65735 members 
Mstep: Class 11 contains 226251 members 
Mstep: Class 12 contains 23097 members 
Mstep: Class 13 contains 36759 members 
Mstep: Class 14 contains 108768 members 
Mstep: Class 15 contains 6420 members 
Mstep: Class 16 contains 276766 members 
Mstep: Class 17 contains 14826 members 
Mstep: Class 18 contains 3221 members 
Mstep: Class 19 contains 42410 members 
Mstep: Class 20 contains 2521 members 
Mstep: Class 21 contains 208268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193670096.000000 Penalty: 46668.406250
Iteration 9F: 21 clusters Score -1.936701e+08 nChanged 161112
Entering Unmasked Mstep 
Mstep: Class 0 contains 353 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 273383 members 
Mstep: Class 3 contains 234722 members 
Mstep: Class 4 contains 136760 members 
Mstep: Class 5 contains 958 members 
Mstep: Class 6 contains 1107 members 
Mstep: Class 7 contains 31378 members 
Mstep: Class 8 contains 2029 members 
Mstep: Class 10 contains 94780 members 
Mstep: Class 11 contains 225469 members 
Mstep: Class 12 contains 22649 members 
Mstep: Class 13 contains 38767 members 
Mstep: Class 14 contains 122031 members 
Mstep: Class 15 contains 6354 members 
Mstep: Class 16 contains 270289 members 
Mstep: Class 17 contains 14948 members 
Mstep: Class 18 contains 2705 members 
Mstep: Class 19 contains 41234 members 
Mstep: Class 20 contains 2394 members 
Mstep: Class 21 contains 198559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193775264.000000 Penalty: 46668.406250
Iteration 10F: 21 clusters Score -1.937753e+08 nChanged 149414
Entering Unmasked Mstep 
Mstep: Class 0 contains 291 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 264108 members 
Mstep: Class 3 contains 230831 members 
Mstep: Class 4 contains 131747 members 
Mstep: Class 5 contains 1009 members 
Mstep: Class 6 contains 1203 members 
Mstep: Class 7 contains 28470 members 
Mstep: Class 8 contains 2079 members 
Mstep: Class 10 contains 124308 members 
Mstep: Class 11 contains 220882 members 
Mstep: Class 12 contains 22732 members 
Mstep: Class 13 contains 40229 members 
Mstep: Class 14 contains 134438 members 
Mstep: Class 15 contains 6337 members 
Mstep: Class 16 contains 263679 members 
Mstep: Class 17 contains 14858 members 
Mstep: Class 18 contains 2512 members 
Mstep: Class 19 contains 40513 members 
Mstep: Class 20 contains 2273 members 
Mstep: Class 21 contains 188653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193853648.000000 Penalty: 46668.406250
Iteration 11F: 21 clusters Score -1.938536e+08 nChanged 137223
Entering Unmasked Mstep 
Mstep: Class 0 contains 258 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 254667 members 
Mstep: Class 3 contains 232141 members 
Mstep: Class 4 contains 126475 members 
Mstep: Class 5 contains 1125 members 
Mstep: Class 6 contains 1321 members 
Mstep: Class 7 contains 26958 members 
Mstep: Class 8 contains 2059 members 
Mstep: Class 10 contains 149343 members 
Mstep: Class 11 contains 214837 members 
Mstep: Class 12 contains 23166 members 
Mstep: Class 13 contains 41617 members 
Mstep: Class 14 contains 147823 members 
Mstep: Class 15 contains 6387 members 
Mstep: Class 16 contains 257162 members 
Mstep: Class 17 contains 14641 members 
Mstep: Class 18 contains 2448 members 
Mstep: Class 19 contains 40122 members 
Mstep: Class 20 contains 2147 members 
Mstep: Class 21 contains 176613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193919376.000000 Penalty: 46668.406250
Iteration 12F: 21 clusters Score -1.939194e+08 nChanged 125228
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 247256 members 
Mstep: Class 3 contains 232480 members 
Mstep: Class 4 contains 122975 members 
Mstep: Class 5 contains 1270 members 
Mstep: Class 6 contains 1436 members 
Mstep: Class 7 contains 26844 members 
Mstep: Class 8 contains 2018 members 
Mstep: Class 10 contains 166978 members 
Mstep: Class 11 contains 206919 members 
Mstep: Class 12 contains 23814 members 
Mstep: Class 13 contains 43147 members 
Mstep: Class 14 contains 165183 members 
Mstep: Class 15 contains 6402 members 
Mstep: Class 16 contains 251148 members 
Mstep: Class 17 contains 14428 members 
Mstep: Class 18 contains 2446 members 
Mstep: Class 19 contains 40143 members 
Mstep: Class 20 contains 2088 members 
Mstep: Class 21 contains 164237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193973104.000000 Penalty: 46668.406250
Iteration 13F: 21 clusters Score -1.939731e+08 nChanged 115217
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 241597 members 
Mstep: Class 3 contains 230802 members 
Mstep: Class 4 contains 121226 members 
Mstep: Class 5 contains 1363 members 
Mstep: Class 6 contains 1522 members 
Mstep: Class 7 contains 27326 members 
Mstep: Class 8 contains 1949 members 
Mstep: Class 10 contains 178069 members 
Mstep: Class 11 contains 197262 members 
Mstep: Class 12 contains 24709 members 
Mstep: Class 13 contains 44821 members 
Mstep: Class 14 contains 185662 members 
Mstep: Class 15 contains 6396 members 
Mstep: Class 16 contains 245907 members 
Mstep: Class 17 contains 14220 members 
Mstep: Class 18 contains 2546 members 
Mstep: Class 19 contains 40267 members 
Mstep: Class 20 contains 2050 members 
Mstep: Class 21 contains 153605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194022096.000000 Penalty: 46668.406250
Iteration 14F: 21 clusters Score -1.940221e+08 nChanged 115933
Entering Unmasked Mstep 
Mstep: Class 0 contains 201 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 236146 members 
Mstep: Class 3 contains 225017 members 
Mstep: Class 4 contains 120991 members 
Mstep: Class 5 contains 1434 members 
Mstep: Class 6 contains 1598 members 
Mstep: Class 7 contains 28216 members 
Mstep: Class 8 contains 1870 members 
Mstep: Class 10 contains 184484 members 
Mstep: Class 11 contains 181988 members 
Mstep: Class 12 contains 25618 members 
Mstep: Class 13 contains 46852 members 
Mstep: Class 14 contains 215222 members 
Mstep: Class 15 contains 6397 members 
Mstep: Class 16 contains 240342 members 
Mstep: Class 17 contains 13911 members 
Mstep: Class 18 contains 2832 members 
Mstep: Class 19 contains 40527 members 
Mstep: Class 20 contains 2028 members 
Mstep: Class 21 contains 145878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194075520.000000 Penalty: 46668.406250
Iteration 15F: 21 clusters Score -1.940755e+08 nChanged 125803
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 229201 members 
Mstep: Class 3 contains 215387 members 
Mstep: Class 4 contains 121730 members 
Mstep: Class 5 contains 1501 members 
Mstep: Class 6 contains 1669 members 
Mstep: Class 7 contains 29185 members 
Mstep: Class 8 contains 1779 members 
Mstep: Class 10 contains 187852 members 
Mstep: Class 11 contains 160410 members 
Mstep: Class 12 contains 26465 members 
Mstep: Class 13 contains 48430 members 
Mstep: Class 14 contains 260602 members 
Mstep: Class 15 contains 6400 members 
Mstep: Class 16 contains 231264 members 
Mstep: Class 17 contains 13344 members 
Mstep: Class 18 contains 3201 members 
Mstep: Class 19 contains 40849 members 
Mstep: Class 20 contains 2008 members 
Mstep: Class 21 contains 140112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194109776.000000 Penalty: 46668.406250
Iteration 16F: 21 clusters Score -1.941098e+08 nChanged 136378
Entering Unmasked Mstep 
Mstep: Class 0 contains 188 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 217679 members 
Mstep: Class 3 contains 200179 members 
Mstep: Class 4 contains 123178 members 
Mstep: Class 5 contains 1548 members 
Mstep: Class 6 contains 1712 members 
Mstep: Class 7 contains 30471 members 
Mstep: Class 8 contains 1685 members 
Mstep: Class 10 contains 189963 members 
Mstep: Class 11 contains 150719 members 
Mstep: Class 12 contains 27395 members 
Mstep: Class 13 contains 49913 members 
Mstep: Class 14 contains 304261 members 
Mstep: Class 15 contains 6399 members 
Mstep: Class 16 contains 218439 members 
Mstep: Class 17 contains 12686 members 
Mstep: Class 18 contains 3730 members 
Mstep: Class 19 contains 41194 members 
Mstep: Class 20 contains 1991 members 
Mstep: Class 21 contains 138267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194105072.000000 Penalty: 46668.406250
Iteration 17F: 21 clusters Score -1.941051e+08 nChanged 119590
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 215117 members 
Mstep: Class 3 contains 198998 members 
Mstep: Class 4 contains 125237 members 
Mstep: Class 5 contains 1572 members 
Mstep: Class 6 contains 1766 members 
Mstep: Class 7 contains 31873 members 
Mstep: Class 8 contains 1617 members 
Mstep: Class 10 contains 191153 members 
Mstep: Class 11 contains 149752 members 
Mstep: Class 12 contains 28507 members 
Mstep: Class 13 contains 53050 members 
Mstep: Class 14 contains 290459 members 
Mstep: Class 15 contains 6405 members 
Mstep: Class 16 contains 225611 members 
Mstep: Class 17 contains 12619 members 
Mstep: Class 18 contains 4521 members 
Mstep: Class 19 contains 41668 members 
Mstep: Class 20 contains 1973 members 
Mstep: Class 21 contains 139534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194122208.000000 Penalty: 46668.406250
Iteration 18F: 21 clusters Score -1.941222e+08 nChanged 78204
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 216805 members 
Mstep: Class 3 contains 205235 members 
Mstep: Class 4 contains 126823 members 
Mstep: Class 5 contains 1588 members 
Mstep: Class 6 contains 1825 members 
Mstep: Class 7 contains 33156 members 
Mstep: Class 8 contains 1547 members 
Mstep: Class 10 contains 190881 members 
Mstep: Class 11 contains 151247 members 
Mstep: Class 12 contains 29504 members 
Mstep: Class 13 contains 56283 members 
Mstep: Class 14 contains 274867 members 
Mstep: Class 15 contains 6411 members 
Mstep: Class 16 contains 223257 members 
Mstep: Class 17 contains 12568 members 
Mstep: Class 18 contains 5371 members 
Mstep: Class 19 contains 41906 members 
Mstep: Class 20 contains 1966 members 
Mstep: Class 21 contains 140217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194143504.000000 Penalty: 46668.406250
Iteration 19Q: 21 clusters Score -1.941435e+08 nChanged 57938
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 218508 members 
Mstep: Class 3 contains 207701 members 
Mstep: Class 4 contains 127910 members 
Mstep: Class 5 contains 1580 members 
Mstep: Class 6 contains 1893 members 
Mstep: Class 7 contains 34520 members 
Mstep: Class 8 contains 1487 members 
Mstep: Class 10 contains 190212 members 
Mstep: Class 11 contains 152331 members 
Mstep: Class 12 contains 30284 members 
Mstep: Class 13 contains 59331 members 
Mstep: Class 14 contains 264819 members 
Mstep: Class 15 contains 6438 members 
Mstep: Class 16 contains 221515 members 
Mstep: Class 17 contains 12540 members 
Mstep: Class 18 contains 6267 members 
Mstep: Class 19 contains 41961 members 
Mstep: Class 20 contains 1955 members 
Mstep: Class 21 contains 140228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194158464.000000 Penalty: 46668.406250
Iteration 20F: 21 clusters Score -1.941585e+08 nChanged 47985
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 220238 members 
Mstep: Class 3 contains 207898 members 
Mstep: Class 4 contains 128652 members 
Mstep: Class 5 contains 1551 members 
Mstep: Class 6 contains 1979 members 
Mstep: Class 7 contains 35937 members 
Mstep: Class 8 contains 1430 members 
Mstep: Class 10 contains 189463 members 
Mstep: Class 11 contains 153623 members 
Mstep: Class 12 contains 30920 members 
Mstep: Class 13 contains 62341 members 
Mstep: Class 14 contains 257676 members 
Mstep: Class 15 contains 6474 members 
Mstep: Class 16 contains 219852 members 
Mstep: Class 17 contains 12598 members 
Mstep: Class 18 contains 7178 members 
Mstep: Class 19 contains 41876 members 
Mstep: Class 20 contains 1957 members 
Mstep: Class 21 contains 139857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194170640.000000 Penalty: 46668.406250
Iteration 21Q: 21 clusters Score -1.941706e+08 nChanged 40916
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 222108 members 
Mstep: Class 3 contains 207532 members 
Mstep: Class 4 contains 129186 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2084 members 
Mstep: Class 7 contains 37444 members 
Mstep: Class 8 contains 1370 members 
Mstep: Class 10 contains 188621 members 
Mstep: Class 11 contains 154849 members 
Mstep: Class 12 contains 31416 members 
Mstep: Class 13 contains 65115 members 
Mstep: Class 14 contains 251612 members 
Mstep: Class 15 contains 6503 members 
Mstep: Class 16 contains 218540 members 
Mstep: Class 17 contains 12699 members 
Mstep: Class 18 contains 8120 members 
Mstep: Class 19 contains 41695 members 
Mstep: Class 20 contains 1945 members 
Mstep: Class 21 contains 139159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194178848.000000 Penalty: 46668.406250
Iteration 22Q: 21 clusters Score -1.941788e+08 nChanged 36897
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 223949 members 
Mstep: Class 3 contains 207257 members 
Mstep: Class 4 contains 129596 members 
Mstep: Class 5 contains 1426 members 
Mstep: Class 6 contains 2193 members 
Mstep: Class 7 contains 39016 members 
Mstep: Class 8 contains 1343 members 
Mstep: Class 10 contains 187881 members 
Mstep: Class 11 contains 155962 members 
Mstep: Class 12 contains 31749 members 
Mstep: Class 13 contains 67764 members 
Mstep: Class 14 contains 246347 members 
Mstep: Class 15 contains 6527 members 
Mstep: Class 16 contains 216935 members 
Mstep: Class 17 contains 12826 members 
Mstep: Class 18 contains 8998 members 
Mstep: Class 19 contains 41477 members 
Mstep: Class 20 contains 1936 members 
Mstep: Class 21 contains 138331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194187728.000000 Penalty: 46668.406250
Iteration 23Q: 21 clusters Score -1.941877e+08 nChanged 34272
Entering Unmasked Mstep 
Mstep: Class 0 contains 157 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 225447 members 
Mstep: Class 3 contains 206669 members 
Mstep: Class 4 contains 129879 members 
Mstep: Class 5 contains 1373 members 
Mstep: Class 6 contains 2260 members 
Mstep: Class 7 contains 40623 members 
Mstep: Class 8 contains 1331 members 
Mstep: Class 10 contains 187257 members 
Mstep: Class 11 contains 156737 members 
Mstep: Class 12 contains 31998 members 
Mstep: Class 13 contains 70380 members 
Mstep: Class 14 contains 241960 members 
Mstep: Class 15 contains 6545 members 
Mstep: Class 16 contains 215612 members 
Mstep: Class 17 contains 13021 members 
Mstep: Class 18 contains 9904 members 
Mstep: Class 19 contains 41237 members 
Mstep: Class 20 contains 1930 members 
Mstep: Class 21 contains 137347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194196048.000000 Penalty: 46668.406250
Iteration 24Q: 21 clusters Score -1.94196e+08 nChanged 32355
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 226453 members 
Mstep: Class 3 contains 205700 members 
Mstep: Class 4 contains 130182 members 
Mstep: Class 5 contains 1322 members 
Mstep: Class 6 contains 2316 members 
Mstep: Class 7 contains 42125 members 
Mstep: Class 8 contains 1325 members 
Mstep: Class 10 contains 186784 members 
Mstep: Class 11 contains 157226 members 
Mstep: Class 12 contains 32163 members 
Mstep: Class 13 contains 72926 members 
Mstep: Class 14 contains 238646 members 
Mstep: Class 15 contains 6558 members 
Mstep: Class 16 contains 214351 members 
Mstep: Class 17 contains 13316 members 
Mstep: Class 18 contains 10855 members 
Mstep: Class 19 contains 41004 members 
Mstep: Class 20 contains 1930 members 
Mstep: Class 21 contains 136319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194203296.000000 Penalty: 46668.406250
Iteration 25Q: 21 clusters Score -1.942033e+08 nChanged 31403
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 226743 members 
Mstep: Class 3 contains 204612 members 
Mstep: Class 4 contains 130619 members 
Mstep: Class 5 contains 1302 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 43555 members 
Mstep: Class 8 contains 1323 members 
Mstep: Class 10 contains 186406 members 
Mstep: Class 11 contains 157249 members 
Mstep: Class 12 contains 32317 members 
Mstep: Class 13 contains 75604 members 
Mstep: Class 14 contains 236168 members 
Mstep: Class 15 contains 6581 members 
Mstep: Class 16 contains 213350 members 
Mstep: Class 17 contains 13636 members 
Mstep: Class 18 contains 11781 members 
Mstep: Class 19 contains 40758 members 
Mstep: Class 20 contains 1923 members 
Mstep: Class 21 contains 135226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194210704.000000 Penalty: 46668.406250
Iteration 26Q: 21 clusters Score -1.942107e+08 nChanged 30947
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 226794 members 
Mstep: Class 3 contains 203313 members 
Mstep: Class 4 contains 131086 members 
Mstep: Class 5 contains 1290 members 
Mstep: Class 6 contains 2362 members 
Mstep: Class 7 contains 44991 members 
Mstep: Class 8 contains 1324 members 
Mstep: Class 10 contains 186112 members 
Mstep: Class 11 contains 156997 members 
Mstep: Class 12 contains 32642 members 
Mstep: Class 13 contains 78352 members 
Mstep: Class 14 contains 234198 members 
Mstep: Class 15 contains 6613 members 
Mstep: Class 16 contains 212425 members 
Mstep: Class 17 contains 13908 members 
Mstep: Class 18 contains 12634 members 
Mstep: Class 19 contains 40476 members 
Mstep: Class 20 contains 1923 members 
Mstep: Class 21 contains 134056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194217296.000000 Penalty: 46668.406250
Iteration 27Q: 21 clusters Score -1.942173e+08 nChanged 30640
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 226652 members 
Mstep: Class 3 contains 201992 members 
Mstep: Class 4 contains 131508 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 2372 members 
Mstep: Class 7 contains 46431 members 
Mstep: Class 8 contains 1324 members 
Mstep: Class 10 contains 185884 members 
Mstep: Class 11 contains 156349 members 
Mstep: Class 12 contains 33226 members 
Mstep: Class 13 contains 81177 members 
Mstep: Class 14 contains 232717 members 
Mstep: Class 15 contains 6632 members 
Mstep: Class 16 contains 211400 members 
Mstep: Class 17 contains 14233 members 
Mstep: Class 18 contains 13445 members 
Mstep: Class 19 contains 40084 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 132861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194224320.000000 Penalty: 46668.406250
Iteration 28Q: 21 clusters Score -1.942243e+08 nChanged 30676
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 226592 members 
Mstep: Class 3 contains 199859 members 
Mstep: Class 4 contains 131816 members 
Mstep: Class 5 contains 1284 members 
Mstep: Class 6 contains 2375 members 
Mstep: Class 7 contains 48082 members 
Mstep: Class 8 contains 1324 members 
Mstep: Class 10 contains 185840 members 
Mstep: Class 11 contains 155352 members 
Mstep: Class 12 contains 34047 members 
Mstep: Class 13 contains 84158 members 
Mstep: Class 14 contains 231549 members 
Mstep: Class 15 contains 6663 members 
Mstep: Class 16 contains 210572 members 
Mstep: Class 17 contains 14582 members 
Mstep: Class 18 contains 14204 members 
Mstep: Class 19 contains 39631 members 
Mstep: Class 20 contains 1916 members 
Mstep: Class 21 contains 131646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194229632.000000 Penalty: 46668.406250
Iteration 29Q: 21 clusters Score -1.942296e+08 nChanged 31049
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 226667 members 
Mstep: Class 3 contains 197324 members 
Mstep: Class 4 contains 132025 members 
Mstep: Class 5 contains 1287 members 
Mstep: Class 6 contains 2379 members 
Mstep: Class 7 contains 49988 members 
Mstep: Class 8 contains 1325 members 
Mstep: Class 10 contains 185969 members 
Mstep: Class 11 contains 154157 members 
Mstep: Class 12 contains 35049 members 
Mstep: Class 13 contains 87148 members 
Mstep: Class 14 contains 230533 members 
Mstep: Class 15 contains 6685 members 
Mstep: Class 16 contains 209608 members 
Mstep: Class 17 contains 14925 members 
Mstep: Class 18 contains 14895 members 
Mstep: Class 19 contains 39177 members 
Mstep: Class 20 contains 1907 members 
Mstep: Class 21 contains 130443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194233728.000000 Penalty: 46668.406250
Iteration 30Q: 21 clusters Score -1.942337e+08 nChanged 31008
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 226640 members 
Mstep: Class 3 contains 194377 members 
Mstep: Class 4 contains 131960 members 
Mstep: Class 5 contains 1289 members 
Mstep: Class 6 contains 2381 members 
Mstep: Class 7 contains 52461 members 
Mstep: Class 8 contains 1325 members 
Mstep: Class 10 contains 186292 members 
Mstep: Class 11 contains 152644 members 
Mstep: Class 12 contains 36012 members 
Mstep: Class 13 contains 90105 members 
Mstep: Class 14 contains 229694 members 
Mstep: Class 15 contains 6699 members 
Mstep: Class 16 contains 208813 members 
Mstep: Class 17 contains 15324 members 
Mstep: Class 18 contains 15544 members 
Mstep: Class 19 contains 38686 members 
Mstep: Class 20 contains 1904 members 
Mstep: Class 21 contains 129340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194237392.000000 Penalty: 46668.406250
Iteration 31Q: 21 clusters Score -1.942374e+08 nChanged 31258
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 226822 members 
Mstep: Class 3 contains 190939 members 
Mstep: Class 4 contains 131658 members 
Mstep: Class 5 contains 1292 members 
Mstep: Class 6 contains 2382 members 
Mstep: Class 7 contains 55404 members 
Mstep: Class 8 contains 1325 members 
Mstep: Class 10 contains 186654 members 
Mstep: Class 11 contains 150845 members 
Mstep: Class 12 contains 36899 members 
Mstep: Class 13 contains 93183 members 
Mstep: Class 14 contains 229109 members 
Mstep: Class 15 contains 6702 members 
Mstep: Class 16 contains 207954 members 
Mstep: Class 17 contains 15694 members 
Mstep: Class 18 contains 16143 members 
Mstep: Class 19 contains 38195 members 
Mstep: Class 20 contains 1906 members 
Mstep: Class 21 contains 128385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194237712.000000 Penalty: 46668.406250
Iteration 32Q: 21 clusters Score -1.942377e+08 nChanged 31127
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 227030 members 
Mstep: Class 3 contains 187142 members 
Mstep: Class 4 contains 131244 members 
Mstep: Class 5 contains 1292 members 
Mstep: Class 6 contains 2382 members 
Mstep: Class 7 contains 58650 members 
Mstep: Class 8 contains 1325 members 
Mstep: Class 10 contains 186971 members 
Mstep: Class 11 contains 149032 members 
Mstep: Class 12 contains 37704 members 
Mstep: Class 13 contains 96217 members 
Mstep: Class 14 contains 228595 members 
Mstep: Class 15 contains 6693 members 
Mstep: Class 16 contains 207211 members 
Mstep: Class 17 contains 16022 members 
Mstep: Class 18 contains 16806 members 
Mstep: Class 19 contains 37834 members 
Mstep: Class 20 contains 1909 members 
Mstep: Class 21 contains 127432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194237456.000000 Penalty: 46668.406250
Iteration 33Q: 21 clusters Score -1.942375e+08 nChanged 30694
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 227299 members 
Mstep: Class 3 contains 182765 members 
Mstep: Class 4 contains 130841 members 
Mstep: Class 5 contains 1294 members 
Mstep: Class 6 contains 2383 members 
Mstep: Class 7 contains 62226 members 
Mstep: Class 8 contains 1325 members 
Mstep: Class 10 contains 187223 members 
Mstep: Class 11 contains 147249 members 
Mstep: Class 12 contains 38439 members 
Mstep: Class 13 contains 99303 members 
Mstep: Class 14 contains 228213 members 
Mstep: Class 15 contains 6684 members 
Mstep: Class 16 contains 206595 members 
Mstep: Class 17 contains 16245 members 
Mstep: Class 18 contains 17389 members 
Mstep: Class 19 contains 37543 members 
Mstep: Class 20 contains 1913 members 
Mstep: Class 21 contains 126562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194236352.000000 Penalty: 46668.406250
Iteration 34Q: 21 clusters Score -1.942364e+08 nChanged 29826
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 227721 members 
Mstep: Class 3 contains 177854 members 
Mstep: Class 4 contains 130414 members 
Mstep: Class 5 contains 1295 members 
Mstep: Class 6 contains 2383 members 
Mstep: Class 7 contains 66018 members 
Mstep: Class 8 contains 1325 members 
Mstep: Class 10 contains 187334 members 
Mstep: Class 11 contains 145713 members 
Mstep: Class 12 contains 39061 members 
Mstep: Class 13 contains 102579 members 
Mstep: Class 14 contains 227652 members 
Mstep: Class 15 contains 6688 members 
Mstep: Class 16 contains 206060 members 
Mstep: Class 17 contains 16412 members 
Mstep: Class 18 contains 17895 members 
Mstep: Class 19 contains 37361 members 
Mstep: Class 20 contains 1915 members 
Mstep: Class 21 contains 125811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194237440.000000 Penalty: 46668.406250
Iteration 35Q: 21 clusters Score -1.942374e+08 nChanged 28557
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 228008 members 
Mstep: Class 3 contains 173185 members 
Mstep: Class 4 contains 129990 members 
Mstep: Class 5 contains 1296 members 
Mstep: Class 6 contains 2384 members 
Mstep: Class 7 contains 69834 members 
Mstep: Class 8 contains 1325 members 
Mstep: Class 10 contains 187387 members 
Mstep: Class 11 contains 144252 members 
Mstep: Class 12 contains 39624 members 
Mstep: Class 13 contains 105674 members 
Mstep: Class 14 contains 227385 members 
Mstep: Class 15 contains 6695 members 
Mstep: Class 16 contains 205287 members 
Mstep: Class 17 contains 16593 members 
Mstep: Class 18 contains 18273 members 
Mstep: Class 19 contains 37328 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 125052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194240064.000000 Penalty: 46668.406250
Iteration 36Q: 21 clusters Score -1.942401e+08 nChanged 27075
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 228164 members 
Mstep: Class 3 contains 169408 members 
Mstep: Class 4 contains 129516 members 
Mstep: Class 5 contains 1298 members 
Mstep: Class 6 contains 2384 members 
Mstep: Class 7 contains 73637 members 
Mstep: Class 8 contains 1325 members 
Mstep: Class 10 contains 187381 members 
Mstep: Class 11 contains 142771 members 
Mstep: Class 12 contains 40171 members 
Mstep: Class 13 contains 108576 members 
Mstep: Class 14 contains 226654 members 
Mstep: Class 15 contains 6705 members 
Mstep: Class 16 contains 204477 members 
Mstep: Class 17 contains 16725 members 
Mstep: Class 18 contains 18555 members 
Mstep: Class 19 contains 37386 members 
Mstep: Class 20 contains 1921 members 
Mstep: Class 21 contains 124437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194241712.000000 Penalty: 46668.406250
Iteration 37Q: 21 clusters Score -1.942417e+08 nChanged 25697
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 228355 members 
Mstep: Class 3 contains 165956 members 
Mstep: Class 4 contains 129012 members 
Mstep: Class 5 contains 1298 members 
Mstep: Class 6 contains 2384 members 
Mstep: Class 7 contains 77322 members 
Mstep: Class 8 contains 1325 members 
Mstep: Class 10 contains 187337 members 
Mstep: Class 11 contains 141246 members 
Mstep: Class 12 contains 40728 members 
Mstep: Class 13 contains 111254 members 
Mstep: Class 14 contains 226185 members 
Mstep: Class 15 contains 6724 members 
Mstep: Class 16 contains 203457 members 
Mstep: Class 17 contains 16810 members 
Mstep: Class 18 contains 18771 members 
Mstep: Class 19 contains 37544 members 
Mstep: Class 20 contains 1921 members 
Mstep: Class 21 contains 123862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194245584.000000 Penalty: 46668.406250
Iteration 38Q: 21 clusters Score -1.942456e+08 nChanged 24912
Entering ConstructFrom: 
Score: -194245584.000000 Penalty: 46668.406250
Entering ConstructFrom: 
Trying to split cluster 1 (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: -73467.367188 Penalty: 1156.809326
	Iteration 0F: 2 clusters Score -73467.37 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 629 members 
Entering Unmasked Estep 
Score: -72399.054688 Penalty: 2313.618652
	Iteration 0F: 3 clusters Score -72399.05 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -74587.843750 Penalty: 2313.618652
	Iteration 1F: 3 clusters Score -74587.84 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -75824.437500 Penalty: 2313.618652
	Iteration 2F: 3 clusters Score -75824.44 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -76701.625000 Penalty: 2313.618652
	Iteration 3F: 3 clusters Score -76701.62 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -77256.914062 Penalty: 2313.618652
	Iteration 4F: 3 clusters Score -77256.91 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -77460.664062 Penalty: 2313.618652
	Iteration 5Q: 3 clusters Score -77460.66 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -77543.851562 Penalty: 2313.618652
	Iteration 6Q: 3 clusters Score -77543.85 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -77593.257812 Penalty: 2313.618652
	Iteration 7Q: 3 clusters Score -77593.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -77623.773438 Penalty: 2313.618652
	Iteration 8Q: 3 clusters Score -77623.77 nChanged 9
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: -77640.359375 Penalty: 2313.618652
	Iteration 9Q: 3 clusters Score -77640.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -77649.757812 Penalty: 2313.618652
	Iteration 10Q: 3 clusters Score -77649.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -77660.953125 Penalty: 2313.618652
	Iteration 11Q: 3 clusters Score -77660.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -77665.304688 Penalty: 2313.618652
	Iteration 12Q: 3 clusters Score -77665.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -77667.671875 Penalty: 2313.618652
	Iteration 13Q: 3 clusters Score -77667.67 nChanged 3
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: -77670.812500 Penalty: 2313.618652
	Iteration 14Q: 3 clusters Score -77670.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -77679.070312 Penalty: 2313.618652
	Iteration 15Q: 3 clusters Score -77679.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -77679.992188 Penalty: 2313.618652
	Iteration 16Q: 3 clusters Score -77679.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -77681.437500 Penalty: 2313.618652
	Iteration 17Q: 3 clusters Score -77681.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -77681.437500 Penalty: 2313.618652
	Iteration 18F: 3 clusters Score -77681.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 228783 members 
Mstep: Class 3 contains 162586 members 
Mstep: Class 4 contains 128554 members 
Mstep: Class 5 contains 1295 members 
Mstep: Class 6 contains 2386 members 
Mstep: Class 7 contains 80894 members 
Mstep: Class 8 contains 1325 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 187322 members 
Mstep: Class 11 contains 139721 members 
Mstep: Class 12 contains 41260 members 
Mstep: Class 13 contains 113756 members 
Mstep: Class 14 contains 225512 members 
Mstep: Class 15 contains 6747 members 
Mstep: Class 16 contains 202530 members 
Mstep: Class 17 contains 16838 members 
Mstep: Class 18 contains 18937 members 
Mstep: Class 19 contains 37784 members 
Mstep: Class 20 contains 1922 members 
Mstep: Class 21 contains 123339 members 
Entering Unmasked Estep 
Score: -194247072.000000 Penalty: 49001.824219
Splitting cluster 1 changes total score from -194245584.000000 to -194247072.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 2 (228783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228783 members 
Entering Unmasked Estep 
Score: -27004104.000000 Penalty: 2005.336060
	Iteration 0F: 2 clusters Score -2.70041e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114406 members 
Mstep: Class 2 contains 114377 members 
Entering Unmasked Estep 
Score: -26926380.000000 Penalty: 4010.672119
	Iteration 0F: 3 clusters Score -2.692638e+07 nChanged 111107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112397 members 
Mstep: Class 2 contains 116386 members 
Entering Unmasked Estep 
Score: -26994798.000000 Penalty: 4010.672119
	Iteration 1F: 3 clusters Score -2.69948e+07 nChanged 13043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111542 members 
Mstep: Class 2 contains 117241 members 
Entering Unmasked Estep 
Score: -26998470.000000 Penalty: 4010.672119
	Iteration 2F: 3 clusters Score -2.699847e+07 nChanged 14763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112429 members 
Mstep: Class 2 contains 116354 members 
Entering Unmasked Estep 
Score: -27006668.000000 Penalty: 4010.672119
	Iteration 3F: 3 clusters Score -2.700667e+07 nChanged 17100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114703 members 
Mstep: Class 2 contains 114080 members 
Entering Unmasked Estep 
Score: -27019668.000000 Penalty: 4010.672119
	Iteration 4F: 3 clusters Score -2.701967e+07 nChanged 18809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117264 members 
Mstep: Class 2 contains 111519 members 
Entering Unmasked Estep 
Score: -27036276.000000 Penalty: 4010.672119
	Iteration 5F: 3 clusters Score -2.703628e+07 nChanged 16677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119163 members 
Mstep: Class 2 contains 109620 members 
Entering Unmasked Estep 
Score: -27047486.000000 Penalty: 4010.672119
	Iteration 6F: 3 clusters Score -2.704749e+07 nChanged 10828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120395 members 
Mstep: Class 2 contains 108388 members 
Entering Unmasked Estep 
Score: -27051882.000000 Penalty: 4010.672119
	Iteration 7Q: 3 clusters Score -2.705188e+07 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121089 members 
Mstep: Class 2 contains 107694 members 
Entering Unmasked Estep 
Score: -27053236.000000 Penalty: 4010.672119
	Iteration 8Q: 3 clusters Score -2.705324e+07 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121309 members 
Mstep: Class 2 contains 107474 members 
Entering Unmasked Estep 
Score: -27054222.000000 Penalty: 4010.672119
	Iteration 9Q: 3 clusters Score -2.705422e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121225 members 
Mstep: Class 2 contains 107558 members 
Entering Unmasked Estep 
Score: -27055102.000000 Penalty: 4010.672119
	Iteration 10Q: 3 clusters Score -2.70551e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120953 members 
Mstep: Class 2 contains 107830 members 
Entering Unmasked Estep 
Score: -27055676.000000 Penalty: 4010.672119
	Iteration 11Q: 3 clusters Score -2.705568e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120380 members 
Mstep: Class 2 contains 108403 members 
Entering Unmasked Estep 
Score: -27056190.000000 Penalty: 4010.672119
	Iteration 12Q: 3 clusters Score -2.705619e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119657 members 
Mstep: Class 2 contains 109126 members 
Entering Unmasked Estep 
Score: -27056702.000000 Penalty: 4010.672119
	Iteration 13Q: 3 clusters Score -2.70567e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118854 members 
Mstep: Class 2 contains 109929 members 
Entering Unmasked Estep 
Score: -27056872.000000 Penalty: 4010.672119
	Iteration 14Q: 3 clusters Score -2.705687e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117996 members 
Mstep: Class 2 contains 110787 members 
Entering Unmasked Estep 
Score: -27056920.000000 Penalty: 4010.672119
	Iteration 15Q: 3 clusters Score -2.705692e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116966 members 
Mstep: Class 2 contains 111817 members 
Entering Unmasked Estep 
Score: -27057182.000000 Penalty: 4010.672119
	Iteration 16Q: 3 clusters Score -2.705718e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116003 members 
Mstep: Class 2 contains 112780 members 
Entering Unmasked Estep 
Score: -27057490.000000 Penalty: 4010.672119
	Iteration 17Q: 3 clusters Score -2.705749e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115144 members 
Mstep: Class 2 contains 113639 members 
Entering Unmasked Estep 
Score: -27057780.000000 Penalty: 4010.672119
	Iteration 18Q: 3 clusters Score -2.705778e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114495 members 
Mstep: Class 2 contains 114288 members 
Entering Unmasked Estep 
Score: -27057848.000000 Penalty: 4010.672119
	Iteration 19Q: 3 clusters Score -2.705785e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114058 members 
Mstep: Class 2 contains 114725 members 
Entering Unmasked Estep 
Score: -27058028.000000 Penalty: 4010.672119
	Iteration 20F: 3 clusters Score -2.705803e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113867 members 
Mstep: Class 2 contains 114916 members 
Entering Unmasked Estep 
Score: -27057946.000000 Penalty: 4010.672119
	Iteration 21Q: 3 clusters Score -2.705795e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113796 members 
Mstep: Class 2 contains 114987 members 
Entering Unmasked Estep 
Score: -27057896.000000 Penalty: 4010.672119
	Iteration 22Q: 3 clusters Score -2.70579e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113906 members 
Mstep: Class 2 contains 114877 members 
Entering Unmasked Estep 
Score: -27057924.000000 Penalty: 4010.672119
	Iteration 23Q: 3 clusters Score -2.705792e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114058 members 
Mstep: Class 2 contains 114725 members 
Entering Unmasked Estep 
Score: -27058006.000000 Penalty: 4010.672119
	Iteration 24Q: 3 clusters Score -2.705801e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114257 members 
Mstep: Class 2 contains 114526 members 
Entering Unmasked Estep 
Score: -27057992.000000 Penalty: 4010.672119
	Iteration 25Q: 3 clusters Score -2.705799e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114466 members 
Mstep: Class 2 contains 114317 members 
Entering Unmasked Estep 
Score: -27057926.000000 Penalty: 4010.672119
	Iteration 26Q: 3 clusters Score -2.705793e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114667 members 
Mstep: Class 2 contains 114116 members 
Entering Unmasked Estep 
Score: -27057906.000000 Penalty: 4010.672119
	Iteration 27Q: 3 clusters Score -2.705791e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114847 members 
Mstep: Class 2 contains 113936 members 
Entering Unmasked Estep 
Score: -27057880.000000 Penalty: 4010.672119
	Iteration 28Q: 3 clusters Score -2.705788e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115071 members 
Mstep: Class 2 contains 113712 members 
Entering Unmasked Estep 
Score: -27057884.000000 Penalty: 4010.672119
	Iteration 29Q: 3 clusters Score -2.705788e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115288 members 
Mstep: Class 2 contains 113495 members 
Entering Unmasked Estep 
Score: -27057978.000000 Penalty: 4010.672119
	Iteration 30Q: 3 clusters Score -2.705798e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115508 members 
Mstep: Class 2 contains 113275 members 
Entering Unmasked Estep 
Score: -27057908.000000 Penalty: 4010.672119
	Iteration 31Q: 3 clusters Score -2.705791e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115715 members 
Mstep: Class 2 contains 113068 members 
Entering Unmasked Estep 
Score: -27057884.000000 Penalty: 4010.672119
	Iteration 32Q: 3 clusters Score -2.705788e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115938 members 
Mstep: Class 2 contains 112845 members 
Entering Unmasked Estep 
Score: -27057888.000000 Penalty: 4010.672119
	Iteration 33Q: 3 clusters Score -2.705789e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116185 members 
Mstep: Class 2 contains 112598 members 
Entering Unmasked Estep 
Score: -27057772.000000 Penalty: 4010.672119
	Iteration 34Q: 3 clusters Score -2.705777e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116425 members 
Mstep: Class 2 contains 112358 members 
Entering Unmasked Estep 
Score: -27057772.000000 Penalty: 4010.672119
	Iteration 35Q: 3 clusters Score -2.705777e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116628 members 
Mstep: Class 2 contains 112155 members 
Entering Unmasked Estep 
Score: -27057758.000000 Penalty: 4010.672119
	Iteration 36Q: 3 clusters Score -2.705776e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116818 members 
Mstep: Class 2 contains 111965 members 
Entering Unmasked Estep 
Score: -27057708.000000 Penalty: 4010.672119
	Iteration 37Q: 3 clusters Score -2.705771e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117027 members 
Mstep: Class 2 contains 111756 members 
Entering Unmasked Estep 
Score: -27057608.000000 Penalty: 4010.672119
	Iteration 38Q: 3 clusters Score -2.705761e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117247 members 
Mstep: Class 2 contains 111536 members 
Entering Unmasked Estep 
Score: -27057544.000000 Penalty: 4010.672119
	Iteration 39Q: 3 clusters Score -2.705754e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117453 members 
Mstep: Class 2 contains 111330 members 
Entering Unmasked Estep 
Score: -27057472.000000 Penalty: 4010.672119
	Iteration 40F: 3 clusters Score -2.705747e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117675 members 
Mstep: Class 2 contains 111108 members 
Entering Unmasked Estep 
Score: -27057486.000000 Penalty: 4010.672119
	Iteration 41Q: 3 clusters Score -2.705749e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117869 members 
Mstep: Class 2 contains 110914 members 
Entering Unmasked Estep 
Score: -27057488.000000 Penalty: 4010.672119
	Iteration 42Q: 3 clusters Score -2.705749e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118087 members 
Mstep: Class 2 contains 110696 members 
Entering Unmasked Estep 
Score: -27057434.000000 Penalty: 4010.672119
	Iteration 43Q: 3 clusters Score -2.705743e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118348 members 
Mstep: Class 2 contains 110435 members 
Entering Unmasked Estep 
Score: -27057360.000000 Penalty: 4010.672119
	Iteration 44Q: 3 clusters Score -2.705736e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118655 members 
Mstep: Class 2 contains 110128 members 
Entering Unmasked Estep 
Score: -27057178.000000 Penalty: 4010.672119
	Iteration 45Q: 3 clusters Score -2.705718e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118996 members 
Mstep: Class 2 contains 109787 members 
Entering Unmasked Estep 
Score: -27057060.000000 Penalty: 4010.672119
	Iteration 46Q: 3 clusters Score -2.705706e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119336 members 
Mstep: Class 2 contains 109447 members 
Entering Unmasked Estep 
Score: -27057048.000000 Penalty: 4010.672119
	Iteration 47Q: 3 clusters Score -2.705705e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119697 members 
Mstep: Class 2 contains 109086 members 
Entering Unmasked Estep 
Score: -27056956.000000 Penalty: 4010.672119
	Iteration 48Q: 3 clusters Score -2.705696e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120083 members 
Mstep: Class 2 contains 108700 members 
Entering Unmasked Estep 
Score: -27056976.000000 Penalty: 4010.672119
	Iteration 49Q: 3 clusters Score -2.705698e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120543 members 
Mstep: Class 2 contains 108240 members 
Entering Unmasked Estep 
Score: -27056854.000000 Penalty: 4010.672119
	Iteration 50Q: 3 clusters Score -2.705685e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121020 members 
Mstep: Class 2 contains 107763 members 
Entering Unmasked Estep 
Score: -27056766.000000 Penalty: 4010.672119
	Iteration 51Q: 3 clusters Score -2.705677e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121484 members 
Mstep: Class 2 contains 107299 members 
Entering Unmasked Estep 
Score: -27056698.000000 Penalty: 4010.672119
	Iteration 52Q: 3 clusters Score -2.70567e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121956 members 
Mstep: Class 2 contains 106827 members 
Entering Unmasked Estep 
Score: -27056582.000000 Penalty: 4010.672119
	Iteration 53Q: 3 clusters Score -2.705658e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122327 members 
Mstep: Class 2 contains 106456 members 
Entering Unmasked Estep 
Score: -27056496.000000 Penalty: 4010.672119
	Iteration 54Q: 3 clusters Score -2.70565e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122614 members 
Mstep: Class 2 contains 106169 members 
Entering Unmasked Estep 
Score: -27056292.000000 Penalty: 4010.672119
	Iteration 55Q: 3 clusters Score -2.705629e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122732 members 
Mstep: Class 2 contains 106051 members 
Entering Unmasked Estep 
Score: -27056242.000000 Penalty: 4010.672119
	Iteration 56Q: 3 clusters Score -2.705624e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122740 members 
Mstep: Class 2 contains 106043 members 
Entering Unmasked Estep 
Score: -27056206.000000 Penalty: 4010.672119
	Iteration 57Q: 3 clusters Score -2.705621e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122630 members 
Mstep: Class 2 contains 106153 members 
Entering Unmasked Estep 
Score: -27056112.000000 Penalty: 4010.672119
	Iteration 58Q: 3 clusters Score -2.705611e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122425 members 
Mstep: Class 2 contains 106358 members 
Entering Unmasked Estep 
Score: -27056204.000000 Penalty: 4010.672119
	Iteration 59Q: 3 clusters Score -2.70562e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122116 members 
Mstep: Class 2 contains 106667 members 
Entering Unmasked Estep 
Score: -27056124.000000 Penalty: 4010.672119
	Iteration 60F: 3 clusters Score -2.705612e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121703 members 
Mstep: Class 2 contains 107080 members 
Entering Unmasked Estep 
Score: -27056116.000000 Penalty: 4010.672119
	Iteration 61Q: 3 clusters Score -2.705612e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121265 members 
Mstep: Class 2 contains 107518 members 
Entering Unmasked Estep 
Score: -27056058.000000 Penalty: 4010.672119
	Iteration 62Q: 3 clusters Score -2.705606e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120822 members 
Mstep: Class 2 contains 107961 members 
Entering Unmasked Estep 
Score: -27055996.000000 Penalty: 4010.672119
	Iteration 63Q: 3 clusters Score -2.7056e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120368 members 
Mstep: Class 2 contains 108415 members 
Entering Unmasked Estep 
Score: -27055980.000000 Penalty: 4010.672119
	Iteration 64Q: 3 clusters Score -2.705598e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119883 members 
Mstep: Class 2 contains 108900 members 
Entering Unmasked Estep 
Score: -27056148.000000 Penalty: 4010.672119
	Iteration 65Q: 3 clusters Score -2.705615e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119365 members 
Mstep: Class 2 contains 109418 members 
Entering Unmasked Estep 
Score: -27056256.000000 Penalty: 4010.672119
	Iteration 66Q: 3 clusters Score -2.705626e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118958 members 
Mstep: Class 2 contains 109825 members 
Entering Unmasked Estep 
Score: -27056340.000000 Penalty: 4010.672119
	Iteration 67Q: 3 clusters Score -2.705634e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118654 members 
Mstep: Class 2 contains 110129 members 
Entering Unmasked Estep 
Score: -27056414.000000 Penalty: 4010.672119
	Iteration 68Q: 3 clusters Score -2.705641e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118372 members 
Mstep: Class 2 contains 110411 members 
Entering Unmasked Estep 
Score: -27056424.000000 Penalty: 4010.672119
	Iteration 69Q: 3 clusters Score -2.705642e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118192 members 
Mstep: Class 2 contains 110591 members 
Entering Unmasked Estep 
Score: -27056448.000000 Penalty: 4010.672119
	Iteration 70Q: 3 clusters Score -2.705645e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118102 members 
Mstep: Class 2 contains 110681 members 
Entering Unmasked Estep 
Score: -27056524.000000 Penalty: 4010.672119
	Iteration 71Q: 3 clusters Score -2.705652e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118151 members 
Mstep: Class 2 contains 110632 members 
Entering Unmasked Estep 
Score: -27056540.000000 Penalty: 4010.672119
	Iteration 72Q: 3 clusters Score -2.705654e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118319 members 
Mstep: Class 2 contains 110464 members 
Entering Unmasked Estep 
Score: -27056424.000000 Penalty: 4010.672119
	Iteration 73Q: 3 clusters Score -2.705642e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118635 members 
Mstep: Class 2 contains 110148 members 
Entering Unmasked Estep 
Score: -27056548.000000 Penalty: 4010.672119
	Iteration 74Q: 3 clusters Score -2.705655e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119092 members 
Mstep: Class 2 contains 109691 members 
Entering Unmasked Estep 
Score: -27056512.000000 Penalty: 4010.672119
	Iteration 75Q: 3 clusters Score -2.705651e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119690 members 
Mstep: Class 2 contains 109093 members 
Entering Unmasked Estep 
Score: -27056382.000000 Penalty: 4010.672119
	Iteration 76Q: 3 clusters Score -2.705638e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120422 members 
Mstep: Class 2 contains 108361 members 
Entering Unmasked Estep 
Score: -27056188.000000 Penalty: 4010.672119
	Iteration 77Q: 3 clusters Score -2.705619e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121222 members 
Mstep: Class 2 contains 107561 members 
Entering Unmasked Estep 
Score: -27056118.000000 Penalty: 4010.672119
	Iteration 78Q: 3 clusters Score -2.705612e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122112 members 
Mstep: Class 2 contains 106671 members 
Entering Unmasked Estep 
Score: -27055992.000000 Penalty: 4010.672119
	Iteration 79Q: 3 clusters Score -2.705599e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123041 members 
Mstep: Class 2 contains 105742 members 
Entering Unmasked Estep 
Score: -27055744.000000 Penalty: 4010.672119
	Iteration 80F: 3 clusters Score -2.705574e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123964 members 
Mstep: Class 2 contains 104819 members 
Entering Unmasked Estep 
Score: -27055614.000000 Penalty: 4010.672119
	Iteration 81Q: 3 clusters Score -2.705561e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124712 members 
Mstep: Class 2 contains 104071 members 
Entering Unmasked Estep 
Score: -27055460.000000 Penalty: 4010.672119
	Iteration 82Q: 3 clusters Score -2.705546e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125248 members 
Mstep: Class 2 contains 103535 members 
Entering Unmasked Estep 
Score: -27055340.000000 Penalty: 4010.672119
	Iteration 83Q: 3 clusters Score -2.705534e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125638 members 
Mstep: Class 2 contains 103145 members 
Entering Unmasked Estep 
Score: -27055296.000000 Penalty: 4010.672119
	Iteration 84Q: 3 clusters Score -2.70553e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125852 members 
Mstep: Class 2 contains 102931 members 
Entering Unmasked Estep 
Score: -27055196.000000 Penalty: 4010.672119
	Iteration 85Q: 3 clusters Score -2.70552e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125859 members 
Mstep: Class 2 contains 102924 members 
Entering Unmasked Estep 
Score: -27055054.000000 Penalty: 4010.672119
	Iteration 86Q: 3 clusters Score -2.705505e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125673 members 
Mstep: Class 2 contains 103110 members 
Entering Unmasked Estep 
Score: -27055020.000000 Penalty: 4010.672119
	Iteration 87Q: 3 clusters Score -2.705502e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125393 members 
Mstep: Class 2 contains 103390 members 
Entering Unmasked Estep 
Score: -27055030.000000 Penalty: 4010.672119
	Iteration 88Q: 3 clusters Score -2.705503e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125031 members 
Mstep: Class 2 contains 103752 members 
Entering Unmasked Estep 
Score: -27055052.000000 Penalty: 4010.672119
	Iteration 89Q: 3 clusters Score -2.705505e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124558 members 
Mstep: Class 2 contains 104225 members 
Entering Unmasked Estep 
Score: -27055186.000000 Penalty: 4010.672119
	Iteration 90Q: 3 clusters Score -2.705519e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124113 members 
Mstep: Class 2 contains 104670 members 
Entering Unmasked Estep 
Score: -27055148.000000 Penalty: 4010.672119
	Iteration 91Q: 3 clusters Score -2.705515e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123688 members 
Mstep: Class 2 contains 105095 members 
Entering Unmasked Estep 
Score: -27055230.000000 Penalty: 4010.672119
	Iteration 92Q: 3 clusters Score -2.705523e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123345 members 
Mstep: Class 2 contains 105438 members 
Entering Unmasked Estep 
Score: -27055388.000000 Penalty: 4010.672119
	Iteration 93Q: 3 clusters Score -2.705539e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123060 members 
Mstep: Class 2 contains 105723 members 
Entering Unmasked Estep 
Score: -27055590.000000 Penalty: 4010.672119
	Iteration 94Q: 3 clusters Score -2.705559e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122796 members 
Mstep: Class 2 contains 105987 members 
Entering Unmasked Estep 
Score: -27055684.000000 Penalty: 4010.672119
	Iteration 95Q: 3 clusters Score -2.705568e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122591 members 
Mstep: Class 2 contains 106192 members 
Entering Unmasked Estep 
Score: -27055772.000000 Penalty: 4010.672119
	Iteration 96Q: 3 clusters Score -2.705577e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122418 members 
Mstep: Class 2 contains 106365 members 
Entering Unmasked Estep 
Score: -27055936.000000 Penalty: 4010.672119
	Iteration 97Q: 3 clusters Score -2.705594e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122318 members 
Mstep: Class 2 contains 106465 members 
Entering Unmasked Estep 
Score: -27056012.000000 Penalty: 4010.672119
	Iteration 98Q: 3 clusters Score -2.705601e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122275 members 
Mstep: Class 2 contains 106508 members 
Entering Unmasked Estep 
Score: -27056154.000000 Penalty: 4010.672119
	Iteration 99Q: 3 clusters Score -2.705615e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122272 members 
Mstep: Class 2 contains 106511 members 
Entering Unmasked Estep 
Score: -27056194.000000 Penalty: 4010.672119
	Iteration 100F: 3 clusters Score -2.705619e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122320 members 
Mstep: Class 2 contains 106463 members 
Entering Unmasked Estep 
Score: -27056254.000000 Penalty: 4010.672119
	Iteration 101Q: 3 clusters Score -2.705625e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122409 members 
Mstep: Class 2 contains 106374 members 
Entering Unmasked Estep 
Score: -27056338.000000 Penalty: 4010.672119
	Iteration 102Q: 3 clusters Score -2.705634e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122541 members 
Mstep: Class 2 contains 106242 members 
Entering Unmasked Estep 
Score: -27056338.000000 Penalty: 4010.672119
	Iteration 103Q: 3 clusters Score -2.705634e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122668 members 
Mstep: Class 2 contains 106115 members 
Entering Unmasked Estep 
Score: -27056328.000000 Penalty: 4010.672119
	Iteration 104Q: 3 clusters Score -2.705633e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122816 members 
Mstep: Class 2 contains 105967 members 
Entering Unmasked Estep 
Score: -27056374.000000 Penalty: 4010.672119
	Iteration 105Q: 3 clusters Score -2.705637e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122958 members 
Mstep: Class 2 contains 105825 members 
Entering Unmasked Estep 
Score: -27056398.000000 Penalty: 4010.672119
	Iteration 106Q: 3 clusters Score -2.70564e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123082 members 
Mstep: Class 2 contains 105701 members 
Entering Unmasked Estep 
Score: -27056406.000000 Penalty: 4010.672119
	Iteration 107Q: 3 clusters Score -2.705641e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123176 members 
Mstep: Class 2 contains 105607 members 
Entering Unmasked Estep 
Score: -27056388.000000 Penalty: 4010.672119
	Iteration 108Q: 3 clusters Score -2.705639e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123237 members 
Mstep: Class 2 contains 105546 members 
Entering Unmasked Estep 
Score: -27056364.000000 Penalty: 4010.672119
	Iteration 109Q: 3 clusters Score -2.705636e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123279 members 
Mstep: Class 2 contains 105504 members 
Entering Unmasked Estep 
Score: -27056304.000000 Penalty: 4010.672119
	Iteration 110Q: 3 clusters Score -2.70563e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123279 members 
Mstep: Class 2 contains 105504 members 
Entering Unmasked Estep 
Score: -27056370.000000 Penalty: 4010.672119
	Iteration 111Q: 3 clusters Score -2.705637e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123250 members 
Mstep: Class 2 contains 105533 members 
Entering Unmasked Estep 
Score: -27056360.000000 Penalty: 4010.672119
	Iteration 112Q: 3 clusters Score -2.705636e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123217 members 
Mstep: Class 2 contains 105566 members 
Entering Unmasked Estep 
Score: -27056378.000000 Penalty: 4010.672119
	Iteration 113Q: 3 clusters Score -2.705638e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123161 members 
Mstep: Class 2 contains 105622 members 
Entering Unmasked Estep 
Score: -27056364.000000 Penalty: 4010.672119
	Iteration 114Q: 3 clusters Score -2.705636e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123095 members 
Mstep: Class 2 contains 105688 members 
Entering Unmasked Estep 
Score: -27056386.000000 Penalty: 4010.672119
	Iteration 115Q: 3 clusters Score -2.705639e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122999 members 
Mstep: Class 2 contains 105784 members 
Entering Unmasked Estep 
Score: -27056308.000000 Penalty: 4010.672119
	Iteration 116Q: 3 clusters Score -2.705631e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122896 members 
Mstep: Class 2 contains 105887 members 
Entering Unmasked Estep 
Score: -27056322.000000 Penalty: 4010.672119
	Iteration 117Q: 3 clusters Score -2.705632e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122804 members 
Mstep: Class 2 contains 105979 members 
Entering Unmasked Estep 
Score: -27056342.000000 Penalty: 4010.672119
	Iteration 118Q: 3 clusters Score -2.705634e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122733 members 
Mstep: Class 2 contains 106050 members 
Entering Unmasked Estep 
Score: -27056366.000000 Penalty: 4010.672119
	Iteration 119Q: 3 clusters Score -2.705637e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122641 members 
Mstep: Class 2 contains 106142 members 
Entering Unmasked Estep 
Score: -27056382.000000 Penalty: 4010.672119
	Iteration 120F: 3 clusters Score -2.705638e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122530 members 
Mstep: Class 2 contains 106253 members 
Entering Unmasked Estep 
Score: -27056394.000000 Penalty: 4010.672119
	Iteration 121Q: 3 clusters Score -2.705639e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122470 members 
Mstep: Class 2 contains 106313 members 
Entering Unmasked Estep 
Score: -27056398.000000 Penalty: 4010.672119
	Iteration 122Q: 3 clusters Score -2.70564e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122423 members 
Mstep: Class 2 contains 106360 members 
Entering Unmasked Estep 
Score: -27056450.000000 Penalty: 4010.672119
	Iteration 123Q: 3 clusters Score -2.705645e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122390 members 
Mstep: Class 2 contains 106393 members 
Entering Unmasked Estep 
Score: -27056468.000000 Penalty: 4010.672119
	Iteration 124Q: 3 clusters Score -2.705647e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122383 members 
Mstep: Class 2 contains 106400 members 
Entering Unmasked Estep 
Score: -27056418.000000 Penalty: 4010.672119
	Iteration 125Q: 3 clusters Score -2.705642e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122365 members 
Mstep: Class 2 contains 106418 members 
Entering Unmasked Estep 
Score: -27056452.000000 Penalty: 4010.672119
	Iteration 126Q: 3 clusters Score -2.705645e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122368 members 
Mstep: Class 2 contains 106415 members 
Entering Unmasked Estep 
Score: -27056442.000000 Penalty: 4010.672119
	Iteration 127Q: 3 clusters Score -2.705644e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122368 members 
Mstep: Class 2 contains 106415 members 
Entering Unmasked Estep 
Score: -27056482.000000 Penalty: 4010.672119
	Iteration 128Q: 3 clusters Score -2.705648e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122380 members 
Mstep: Class 2 contains 106403 members 
Entering Unmasked Estep 
Score: -27056492.000000 Penalty: 4010.672119
	Iteration 129Q: 3 clusters Score -2.705649e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122399 members 
Mstep: Class 2 contains 106384 members 
Entering Unmasked Estep 
Score: -27056554.000000 Penalty: 4010.672119
	Iteration 130Q: 3 clusters Score -2.705655e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122415 members 
Mstep: Class 2 contains 106368 members 
Entering Unmasked Estep 
Score: -27056548.000000 Penalty: 4010.672119
	Iteration 131Q: 3 clusters Score -2.705655e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122428 members 
Mstep: Class 2 contains 106355 members 
Entering Unmasked Estep 
Score: -27056524.000000 Penalty: 4010.672119
	Iteration 132Q: 3 clusters Score -2.705652e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122444 members 
Mstep: Class 2 contains 106339 members 
Entering Unmasked Estep 
Score: -27056490.000000 Penalty: 4010.672119
	Iteration 133Q: 3 clusters Score -2.705649e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122452 members 
Mstep: Class 2 contains 106331 members 
Entering Unmasked Estep 
Score: -27056510.000000 Penalty: 4010.672119
	Iteration 134Q: 3 clusters Score -2.705651e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122465 members 
Mstep: Class 2 contains 106318 members 
Entering Unmasked Estep 
Score: -27056520.000000 Penalty: 4010.672119
	Iteration 135Q: 3 clusters Score -2.705652e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122477 members 
Mstep: Class 2 contains 106306 members 
Entering Unmasked Estep 
Score: -27056502.000000 Penalty: 4010.672119
	Iteration 136Q: 3 clusters Score -2.70565e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122490 members 
Mstep: Class 2 contains 106293 members 
Entering Unmasked Estep 
Score: -27056470.000000 Penalty: 4010.672119
	Iteration 137Q: 3 clusters Score -2.705647e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122501 members 
Mstep: Class 2 contains 106282 members 
Entering Unmasked Estep 
Score: -27056468.000000 Penalty: 4010.672119
	Iteration 138Q: 3 clusters Score -2.705647e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122506 members 
Mstep: Class 2 contains 106277 members 
Entering Unmasked Estep 
Score: -27056482.000000 Penalty: 4010.672119
	Iteration 139Q: 3 clusters Score -2.705648e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122505 members 
Mstep: Class 2 contains 106278 members 
Entering Unmasked Estep 
Score: -27056458.000000 Penalty: 4010.672119
	Iteration 140F: 3 clusters Score -2.705646e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122525 members 
Mstep: Class 2 contains 106258 members 
Entering Unmasked Estep 
Score: -27056494.000000 Penalty: 4010.672119
	Iteration 141Q: 3 clusters Score -2.705649e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122537 members 
Mstep: Class 2 contains 106246 members 
Entering Unmasked Estep 
Score: -27056484.000000 Penalty: 4010.672119
	Iteration 142Q: 3 clusters Score -2.705648e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122547 members 
Mstep: Class 2 contains 106236 members 
Entering Unmasked Estep 
Score: -27056488.000000 Penalty: 4010.672119
	Iteration 143Q: 3 clusters Score -2.705649e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122538 members 
Mstep: Class 2 contains 106245 members 
Entering Unmasked Estep 
Score: -27056492.000000 Penalty: 4010.672119
	Iteration 144Q: 3 clusters Score -2.705649e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122544 members 
Mstep: Class 2 contains 106239 members 
Entering Unmasked Estep 
Score: -27056508.000000 Penalty: 4010.672119
	Iteration 145Q: 3 clusters Score -2.705651e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122548 members 
Mstep: Class 2 contains 106235 members 
Entering Unmasked Estep 
Score: -27056496.000000 Penalty: 4010.672119
	Iteration 146Q: 3 clusters Score -2.70565e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122546 members 
Mstep: Class 2 contains 106237 members 
Entering Unmasked Estep 
Score: -27056500.000000 Penalty: 4010.672119
	Iteration 147Q: 3 clusters Score -2.70565e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122552 members 
Mstep: Class 2 contains 106231 members 
Entering Unmasked Estep 
Score: -27056480.000000 Penalty: 4010.672119
	Iteration 148Q: 3 clusters Score -2.705648e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122554 members 
Mstep: Class 2 contains 106229 members 
Entering Unmasked Estep 
Score: -27056504.000000 Penalty: 4010.672119
	Iteration 149Q: 3 clusters Score -2.70565e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122551 members 
Mstep: Class 2 contains 106232 members 
Entering Unmasked Estep 
Score: -27056506.000000 Penalty: 4010.672119
	Iteration 150Q: 3 clusters Score -2.705651e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122539 members 
Mstep: Class 2 contains 106244 members 
Entering Unmasked Estep 
Score: -27056504.000000 Penalty: 4010.672119
	Iteration 151Q: 3 clusters Score -2.70565e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122524 members 
Mstep: Class 2 contains 106259 members 
Entering Unmasked Estep 
Score: -27056482.000000 Penalty: 4010.672119
	Iteration 152Q: 3 clusters Score -2.705648e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122513 members 
Mstep: Class 2 contains 106270 members 
Entering Unmasked Estep 
Score: -27056460.000000 Penalty: 4010.672119
	Iteration 153Q: 3 clusters Score -2.705646e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122507 members 
Mstep: Class 2 contains 106276 members 
Entering Unmasked Estep 
Score: -27056456.000000 Penalty: 4010.672119
	Iteration 154Q: 3 clusters Score -2.705646e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122501 members 
Mstep: Class 2 contains 106282 members 
Entering Unmasked Estep 
Score: -27056458.000000 Penalty: 4010.672119
	Iteration 155Q: 3 clusters Score -2.705646e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122499 members 
Mstep: Class 2 contains 106284 members 
Entering Unmasked Estep 
Score: -27056472.000000 Penalty: 4010.672119
	Iteration 156Q: 3 clusters Score -2.705647e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122497 members 
Mstep: Class 2 contains 106286 members 
Entering Unmasked Estep 
Score: -27056476.000000 Penalty: 4010.672119
	Iteration 157Q: 3 clusters Score -2.705648e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122495 members 
Mstep: Class 2 contains 106288 members 
Entering Unmasked Estep 
Score: -27056478.000000 Penalty: 4010.672119
	Iteration 158Q: 3 clusters Score -2.705648e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122493 members 
Mstep: Class 2 contains 106290 members 
Entering Unmasked Estep 
Score: -27056480.000000 Penalty: 4010.672119
	Iteration 159Q: 3 clusters Score -2.705648e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122493 members 
Mstep: Class 2 contains 106290 members 
Entering Unmasked Estep 
Score: -27056472.000000 Penalty: 4010.672119
	Iteration 160F: 3 clusters Score -2.705647e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122490 members 
Mstep: Class 2 contains 106293 members 
Entering Unmasked Estep 
Score: -27056480.000000 Penalty: 4010.672119
	Iteration 161Q: 3 clusters Score -2.705648e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122485 members 
Mstep: Class 2 contains 106298 members 
Entering Unmasked Estep 
Score: -27056494.000000 Penalty: 4010.672119
	Iteration 162Q: 3 clusters Score -2.705649e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122477 members 
Mstep: Class 2 contains 106306 members 
Entering Unmasked Estep 
Score: -27056514.000000 Penalty: 4010.672119
	Iteration 163Q: 3 clusters Score -2.705651e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122471 members 
Mstep: Class 2 contains 106312 members 
Entering Unmasked Estep 
Score: -27056512.000000 Penalty: 4010.672119
	Iteration 164Q: 3 clusters Score -2.705651e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122465 members 
Mstep: Class 2 contains 106318 members 
Entering Unmasked Estep 
Score: -27056498.000000 Penalty: 4010.672119
	Iteration 165Q: 3 clusters Score -2.70565e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122460 members 
Mstep: Class 2 contains 106323 members 
Entering Unmasked Estep 
Score: -27056500.000000 Penalty: 4010.672119
	Iteration 166Q: 3 clusters Score -2.70565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122461 members 
Mstep: Class 2 contains 106322 members 
Entering Unmasked Estep 
Score: -27056510.000000 Penalty: 4010.672119
	Iteration 167Q: 3 clusters Score -2.705651e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122460 members 
Mstep: Class 2 contains 106323 members 
Entering Unmasked Estep 
Score: -27056508.000000 Penalty: 4010.672119
	Iteration 168Q: 3 clusters Score -2.705651e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122461 members 
Mstep: Class 2 contains 106322 members 
Entering Unmasked Estep 
Score: -27056506.000000 Penalty: 4010.672119
	Iteration 169Q: 3 clusters Score -2.705651e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122462 members 
Mstep: Class 2 contains 106321 members 
Entering Unmasked Estep 
Score: -27056508.000000 Penalty: 4010.672119
	Iteration 170Q: 3 clusters Score -2.705651e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122461 members 
Mstep: Class 2 contains 106322 members 
Entering Unmasked Estep 
Score: -27056508.000000 Penalty: 4010.672119
	Iteration 171Q: 3 clusters Score -2.705651e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122461 members 
Mstep: Class 2 contains 106322 members 
Entering Unmasked Estep 
Score: -27056508.000000 Penalty: 4010.672119
	Iteration 172F: 3 clusters Score -2.705651e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 122461 members 
Mstep: Class 3 contains 162586 members 
Mstep: Class 4 contains 128554 members 
Mstep: Class 5 contains 1295 members 
Mstep: Class 6 contains 2386 members 
Mstep: Class 7 contains 80894 members 
Mstep: Class 8 contains 1325 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 187322 members 
Mstep: Class 11 contains 139721 members 
Mstep: Class 12 contains 41260 members 
Mstep: Class 13 contains 113756 members 
Mstep: Class 14 contains 225512 members 
Mstep: Class 15 contains 6747 members 
Mstep: Class 16 contains 202530 members 
Mstep: Class 17 contains 16838 members 
Mstep: Class 18 contains 18937 members 
Mstep: Class 19 contains 37784 members 
Mstep: Class 20 contains 1922 members 
Mstep: Class 21 contains 123339 members 
Mstep: Class 22 contains 106322 members 
Entering Unmasked Estep 
Score: -194311728.000000 Penalty: 51335.246094
Splitting cluster 2 changes total score from -194245584.000000 to -194311728.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 3 (162586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162586 members 
Entering Unmasked Estep 
Score: -18975590.000000 Penalty: 1949.831421
	Iteration 0F: 2 clusters Score -1.897559e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81581 members 
Mstep: Class 2 contains 81005 members 
Entering Unmasked Estep 
Score: -18904018.000000 Penalty: 3899.662842
	Iteration 0F: 3 clusters Score -1.890402e+07 nChanged 78547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84692 members 
Mstep: Class 2 contains 77894 members 
Entering Unmasked Estep 
Score: -18953036.000000 Penalty: 3899.662842
	Iteration 1F: 3 clusters Score -1.895304e+07 nChanged 7800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85832 members 
Mstep: Class 2 contains 76754 members 
Entering Unmasked Estep 
Score: -18958668.000000 Penalty: 3899.662842
	Iteration 2Q: 3 clusters Score -1.895867e+07 nChanged 9989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86239 members 
Mstep: Class 2 contains 76347 members 
Entering Unmasked Estep 
Score: -18966408.000000 Penalty: 3899.662842
	Iteration 3F: 3 clusters Score -1.896641e+07 nChanged 12240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85131 members 
Mstep: Class 2 contains 77455 members 
Entering Unmasked Estep 
Score: -18975702.000000 Penalty: 3899.662842
	Iteration 4F: 3 clusters Score -1.89757e+07 nChanged 13549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82408 members 
Mstep: Class 2 contains 80178 members 
Entering Unmasked Estep 
Score: -18985560.000000 Penalty: 3899.662842
	Iteration 5F: 3 clusters Score -1.898556e+07 nChanged 12772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79060 members 
Mstep: Class 2 contains 83526 members 
Entering Unmasked Estep 
Score: -18993800.000000 Penalty: 3899.662842
	Iteration 6F: 3 clusters Score -1.89938e+07 nChanged 9223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76317 members 
Mstep: Class 2 contains 86269 members 
Entering Unmasked Estep 
Score: -18998438.000000 Penalty: 3899.662842
	Iteration 7F: 3 clusters Score -1.899844e+07 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74151 members 
Mstep: Class 2 contains 88435 members 
Entering Unmasked Estep 
Score: -19000584.000000 Penalty: 3899.662842
	Iteration 8Q: 3 clusters Score -1.900058e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72398 members 
Mstep: Class 2 contains 90188 members 
Entering Unmasked Estep 
Score: -19001656.000000 Penalty: 3899.662842
	Iteration 9Q: 3 clusters Score -1.900166e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70835 members 
Mstep: Class 2 contains 91751 members 
Entering Unmasked Estep 
Score: -19002278.000000 Penalty: 3899.662842
	Iteration 10Q: 3 clusters Score -1.900228e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69342 members 
Mstep: Class 2 contains 93244 members 
Entering Unmasked Estep 
Score: -19002820.000000 Penalty: 3899.662842
	Iteration 11Q: 3 clusters Score -1.900282e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67811 members 
Mstep: Class 2 contains 94775 members 
Entering Unmasked Estep 
Score: -19003282.000000 Penalty: 3899.662842
	Iteration 12Q: 3 clusters Score -1.900328e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66141 members 
Mstep: Class 2 contains 96445 members 
Entering Unmasked Estep 
Score: -19003628.000000 Penalty: 3899.662842
	Iteration 13Q: 3 clusters Score -1.900363e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64427 members 
Mstep: Class 2 contains 98159 members 
Entering Unmasked Estep 
Score: -19003772.000000 Penalty: 3899.662842
	Iteration 14Q: 3 clusters Score -1.900377e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62617 members 
Mstep: Class 2 contains 99969 members 
Entering Unmasked Estep 
Score: -19003946.000000 Penalty: 3899.662842
	Iteration 15Q: 3 clusters Score -1.900395e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60678 members 
Mstep: Class 2 contains 101908 members 
Entering Unmasked Estep 
Score: -19004072.000000 Penalty: 3899.662842
	Iteration 16Q: 3 clusters Score -1.900407e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58725 members 
Mstep: Class 2 contains 103861 members 
Entering Unmasked Estep 
Score: -19003974.000000 Penalty: 3899.662842
	Iteration 17Q: 3 clusters Score -1.900397e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56690 members 
Mstep: Class 2 contains 105896 members 
Entering Unmasked Estep 
Score: -19004002.000000 Penalty: 3899.662842
	Iteration 18Q: 3 clusters Score -1.9004e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54768 members 
Mstep: Class 2 contains 107818 members 
Entering Unmasked Estep 
Score: -19003826.000000 Penalty: 3899.662842
	Iteration 19Q: 3 clusters Score -1.900383e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52977 members 
Mstep: Class 2 contains 109609 members 
Entering Unmasked Estep 
Score: -19003706.000000 Penalty: 3899.662842
	Iteration 20F: 3 clusters Score -1.900371e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51293 members 
Mstep: Class 2 contains 111293 members 
Entering Unmasked Estep 
Score: -19003772.000000 Penalty: 3899.662842
	Iteration 21Q: 3 clusters Score -1.900377e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49857 members 
Mstep: Class 2 contains 112729 members 
Entering Unmasked Estep 
Score: -19003716.000000 Penalty: 3899.662842
	Iteration 22Q: 3 clusters Score -1.900372e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48733 members 
Mstep: Class 2 contains 113853 members 
Entering Unmasked Estep 
Score: -19003600.000000 Penalty: 3899.662842
	Iteration 23Q: 3 clusters Score -1.90036e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47734 members 
Mstep: Class 2 contains 114852 members 
Entering Unmasked Estep 
Score: -19003442.000000 Penalty: 3899.662842
	Iteration 24Q: 3 clusters Score -1.900344e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46863 members 
Mstep: Class 2 contains 115723 members 
Entering Unmasked Estep 
Score: -19003278.000000 Penalty: 3899.662842
	Iteration 25Q: 3 clusters Score -1.900328e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46116 members 
Mstep: Class 2 contains 116470 members 
Entering Unmasked Estep 
Score: -19003152.000000 Penalty: 3899.662842
	Iteration 26Q: 3 clusters Score -1.900315e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45271 members 
Mstep: Class 2 contains 117315 members 
Entering Unmasked Estep 
Score: -19003026.000000 Penalty: 3899.662842
	Iteration 27Q: 3 clusters Score -1.900303e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44353 members 
Mstep: Class 2 contains 118233 members 
Entering Unmasked Estep 
Score: -19003030.000000 Penalty: 3899.662842
	Iteration 28Q: 3 clusters Score -1.900303e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43258 members 
Mstep: Class 2 contains 119328 members 
Entering Unmasked Estep 
Score: -19002788.000000 Penalty: 3899.662842
	Iteration 29Q: 3 clusters Score -1.900279e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42023 members 
Mstep: Class 2 contains 120563 members 
Entering Unmasked Estep 
Score: -19002630.000000 Penalty: 3899.662842
	Iteration 30Q: 3 clusters Score -1.900263e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 2 contains 122042 members 
Entering Unmasked Estep 
Score: -19002148.000000 Penalty: 3899.662842
	Iteration 31Q: 3 clusters Score -1.900215e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 123682 members 
Entering Unmasked Estep 
Score: -19001710.000000 Penalty: 3899.662842
	Iteration 32Q: 3 clusters Score -1.900171e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37153 members 
Mstep: Class 2 contains 125433 members 
Entering Unmasked Estep 
Score: -19001086.000000 Penalty: 3899.662842
	Iteration 33Q: 3 clusters Score -1.900109e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35419 members 
Mstep: Class 2 contains 127167 members 
Entering Unmasked Estep 
Score: -19000462.000000 Penalty: 3899.662842
	Iteration 34Q: 3 clusters Score -1.900046e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 128970 members 
Entering Unmasked Estep 
Score: -18999794.000000 Penalty: 3899.662842
	Iteration 35Q: 3 clusters Score -1.899979e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31730 members 
Mstep: Class 2 contains 130856 members 
Entering Unmasked Estep 
Score: -18998882.000000 Penalty: 3899.662842
	Iteration 36Q: 3 clusters Score -1.899888e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 132744 members 
Entering Unmasked Estep 
Score: -18998064.000000 Penalty: 3899.662842
	Iteration 37Q: 3 clusters Score -1.899806e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 134682 members 
Entering Unmasked Estep 
Score: -18997094.000000 Penalty: 3899.662842
	Iteration 38Q: 3 clusters Score -1.899709e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 136598 members 
Entering Unmasked Estep 
Score: -18995900.000000 Penalty: 3899.662842
	Iteration 39Q: 3 clusters Score -1.89959e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 138504 members 
Entering Unmasked Estep 
Score: -18994662.000000 Penalty: 3899.662842
	Iteration 40F: 3 clusters Score -1.899466e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 140569 members 
Entering Unmasked Estep 
Score: -18993018.000000 Penalty: 3899.662842
	Iteration 41Q: 3 clusters Score -1.899302e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 142497 members 
Entering Unmasked Estep 
Score: -18991490.000000 Penalty: 3899.662842
	Iteration 42Q: 3 clusters Score -1.899149e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 144260 members 
Entering Unmasked Estep 
Score: -18990128.000000 Penalty: 3899.662842
	Iteration 43Q: 3 clusters Score -1.899013e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 145779 members 
Entering Unmasked Estep 
Score: -18988932.000000 Penalty: 3899.662842
	Iteration 44Q: 3 clusters Score -1.898893e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 147199 members 
Entering Unmasked Estep 
Score: -18987602.000000 Penalty: 3899.662842
	Iteration 45Q: 3 clusters Score -1.89876e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 148506 members 
Entering Unmasked Estep 
Score: -18986332.000000 Penalty: 3899.662842
	Iteration 46Q: 3 clusters Score -1.898633e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 149659 members 
Entering Unmasked Estep 
Score: -18985332.000000 Penalty: 3899.662842
	Iteration 47Q: 3 clusters Score -1.898533e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 150706 members 
Entering Unmasked Estep 
Score: -18984470.000000 Penalty: 3899.662842
	Iteration 48Q: 3 clusters Score -1.898447e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 151630 members 
Entering Unmasked Estep 
Score: -18983602.000000 Penalty: 3899.662842
	Iteration 49Q: 3 clusters Score -1.89836e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 152501 members 
Entering Unmasked Estep 
Score: -18983034.000000 Penalty: 3899.662842
	Iteration 50Q: 3 clusters Score -1.898303e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 153310 members 
Entering Unmasked Estep 
Score: -18982488.000000 Penalty: 3899.662842
	Iteration 51Q: 3 clusters Score -1.898249e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 154014 members 
Entering Unmasked Estep 
Score: -18982010.000000 Penalty: 3899.662842
	Iteration 52Q: 3 clusters Score -1.898201e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 154661 members 
Entering Unmasked Estep 
Score: -18981520.000000 Penalty: 3899.662842
	Iteration 53Q: 3 clusters Score -1.898152e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 155280 members 
Entering Unmasked Estep 
Score: -18981016.000000 Penalty: 3899.662842
	Iteration 54Q: 3 clusters Score -1.898102e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 155849 members 
Entering Unmasked Estep 
Score: -18980680.000000 Penalty: 3899.662842
	Iteration 55Q: 3 clusters Score -1.898068e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 156358 members 
Entering Unmasked Estep 
Score: -18980326.000000 Penalty: 3899.662842
	Iteration 56Q: 3 clusters Score -1.898033e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 156796 members 
Entering Unmasked Estep 
Score: -18979950.000000 Penalty: 3899.662842
	Iteration 57Q: 3 clusters Score -1.897995e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 157180 members 
Entering Unmasked Estep 
Score: -18979694.000000 Penalty: 3899.662842
	Iteration 58Q: 3 clusters Score -1.897969e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 157496 members 
Entering Unmasked Estep 
Score: -18979406.000000 Penalty: 3899.662842
	Iteration 59Q: 3 clusters Score -1.897941e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 157769 members 
Entering Unmasked Estep 
Score: -18979216.000000 Penalty: 3899.662842
	Iteration 60F: 3 clusters Score -1.897922e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 158046 members 
Entering Unmasked Estep 
Score: -18979022.000000 Penalty: 3899.662842
	Iteration 61Q: 3 clusters Score -1.897902e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 158311 members 
Entering Unmasked Estep 
Score: -18978862.000000 Penalty: 3899.662842
	Iteration 62Q: 3 clusters Score -1.897886e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 158533 members 
Entering Unmasked Estep 
Score: -18978716.000000 Penalty: 3899.662842
	Iteration 63Q: 3 clusters Score -1.897872e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 158725 members 
Entering Unmasked Estep 
Score: -18978610.000000 Penalty: 3899.662842
	Iteration 64Q: 3 clusters Score -1.897861e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 158907 members 
Entering Unmasked Estep 
Score: -18978484.000000 Penalty: 3899.662842
	Iteration 65Q: 3 clusters Score -1.897848e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 159054 members 
Entering Unmasked Estep 
Score: -18978374.000000 Penalty: 3899.662842
	Iteration 66Q: 3 clusters Score -1.897837e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 159207 members 
Entering Unmasked Estep 
Score: -18978290.000000 Penalty: 3899.662842
	Iteration 67Q: 3 clusters Score -1.897829e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 159338 members 
Entering Unmasked Estep 
Score: -18978184.000000 Penalty: 3899.662842
	Iteration 68Q: 3 clusters Score -1.897818e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 159459 members 
Entering Unmasked Estep 
Score: -18978032.000000 Penalty: 3899.662842
	Iteration 69Q: 3 clusters Score -1.897803e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 159577 members 
Entering Unmasked Estep 
Score: -18977970.000000 Penalty: 3899.662842
	Iteration 70Q: 3 clusters Score -1.897797e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 159664 members 
Entering Unmasked Estep 
Score: -18977888.000000 Penalty: 3899.662842
	Iteration 71Q: 3 clusters Score -1.897789e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 159734 members 
Entering Unmasked Estep 
Score: -18977798.000000 Penalty: 3899.662842
	Iteration 72Q: 3 clusters Score -1.89778e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 159789 members 
Entering Unmasked Estep 
Score: -18977774.000000 Penalty: 3899.662842
	Iteration 73Q: 3 clusters Score -1.897777e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 159831 members 
Entering Unmasked Estep 
Score: -18977756.000000 Penalty: 3899.662842
	Iteration 74Q: 3 clusters Score -1.897776e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 159860 members 
Entering Unmasked Estep 
Score: -18977734.000000 Penalty: 3899.662842
	Iteration 75Q: 3 clusters Score -1.897773e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 159884 members 
Entering Unmasked Estep 
Score: -18977702.000000 Penalty: 3899.662842
	Iteration 76Q: 3 clusters Score -1.89777e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 159901 members 
Entering Unmasked Estep 
Score: -18977686.000000 Penalty: 3899.662842
	Iteration 77Q: 3 clusters Score -1.897769e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 159918 members 
Entering Unmasked Estep 
Score: -18977662.000000 Penalty: 3899.662842
	Iteration 78Q: 3 clusters Score -1.897766e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 159933 members 
Entering Unmasked Estep 
Score: -18977658.000000 Penalty: 3899.662842
	Iteration 79Q: 3 clusters Score -1.897766e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 159945 members 
Entering Unmasked Estep 
Score: -18977652.000000 Penalty: 3899.662842
	Iteration 80F: 3 clusters Score -1.897765e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 159961 members 
Entering Unmasked Estep 
Score: -18977622.000000 Penalty: 3899.662842
	Iteration 81Q: 3 clusters Score -1.897762e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 159975 members 
Entering Unmasked Estep 
Score: -18977600.000000 Penalty: 3899.662842
	Iteration 82Q: 3 clusters Score -1.89776e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 159992 members 
Entering Unmasked Estep 
Score: -18977612.000000 Penalty: 3899.662842
	Iteration 83Q: 3 clusters Score -1.897761e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 160009 members 
Entering Unmasked Estep 
Score: -18977606.000000 Penalty: 3899.662842
	Iteration 84Q: 3 clusters Score -1.897761e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 160020 members 
Entering Unmasked Estep 
Score: -18977592.000000 Penalty: 3899.662842
	Iteration 85Q: 3 clusters Score -1.897759e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 160029 members 
Entering Unmasked Estep 
Score: -18977586.000000 Penalty: 3899.662842
	Iteration 86Q: 3 clusters Score -1.897759e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 160040 members 
Entering Unmasked Estep 
Score: -18977594.000000 Penalty: 3899.662842
	Iteration 87Q: 3 clusters Score -1.897759e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 160053 members 
Entering Unmasked Estep 
Score: -18977580.000000 Penalty: 3899.662842
	Iteration 88Q: 3 clusters Score -1.897758e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 160069 members 
Entering Unmasked Estep 
Score: -18977578.000000 Penalty: 3899.662842
	Iteration 89Q: 3 clusters Score -1.897758e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 160087 members 
Entering Unmasked Estep 
Score: -18977552.000000 Penalty: 3899.662842
	Iteration 90Q: 3 clusters Score -1.897755e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 160102 members 
Entering Unmasked Estep 
Score: -18977532.000000 Penalty: 3899.662842
	Iteration 91Q: 3 clusters Score -1.897753e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 160112 members 
Entering Unmasked Estep 
Score: -18977516.000000 Penalty: 3899.662842
	Iteration 92Q: 3 clusters Score -1.897752e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 160120 members 
Entering Unmasked Estep 
Score: -18977516.000000 Penalty: 3899.662842
	Iteration 93Q: 3 clusters Score -1.897752e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 160127 members 
Entering Unmasked Estep 
Score: -18977518.000000 Penalty: 3899.662842
	Iteration 94Q: 3 clusters Score -1.897752e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 160135 members 
Entering Unmasked Estep 
Score: -18977506.000000 Penalty: 3899.662842
	Iteration 95Q: 3 clusters Score -1.897751e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 160142 members 
Entering Unmasked Estep 
Score: -18977516.000000 Penalty: 3899.662842
	Iteration 96Q: 3 clusters Score -1.897752e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 160147 members 
Entering Unmasked Estep 
Score: -18977510.000000 Penalty: 3899.662842
	Iteration 97Q: 3 clusters Score -1.897751e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 160159 members 
Entering Unmasked Estep 
Score: -18977494.000000 Penalty: 3899.662842
	Iteration 98Q: 3 clusters Score -1.897749e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 160167 members 
Entering Unmasked Estep 
Score: -18977482.000000 Penalty: 3899.662842
	Iteration 99Q: 3 clusters Score -1.897748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 160172 members 
Entering Unmasked Estep 
Score: -18977482.000000 Penalty: 3899.662842
	Iteration 100F: 3 clusters Score -1.897748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 160175 members 
Entering Unmasked Estep 
Score: -18977478.000000 Penalty: 3899.662842
	Iteration 101Q: 3 clusters Score -1.897748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 160180 members 
Entering Unmasked Estep 
Score: -18977470.000000 Penalty: 3899.662842
	Iteration 102Q: 3 clusters Score -1.897747e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 160187 members 
Entering Unmasked Estep 
Score: -18977462.000000 Penalty: 3899.662842
	Iteration 103Q: 3 clusters Score -1.897746e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 160196 members 
Entering Unmasked Estep 
Score: -18977456.000000 Penalty: 3899.662842
	Iteration 104Q: 3 clusters Score -1.897746e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 160200 members 
Entering Unmasked Estep 
Score: -18977466.000000 Penalty: 3899.662842
	Iteration 105Q: 3 clusters Score -1.897747e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 160208 members 
Entering Unmasked Estep 
Score: -18977456.000000 Penalty: 3899.662842
	Iteration 106Q: 3 clusters Score -1.897746e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 160214 members 
Entering Unmasked Estep 
Score: -18977448.000000 Penalty: 3899.662842
	Iteration 107Q: 3 clusters Score -1.897745e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 160221 members 
Entering Unmasked Estep 
Score: -18977442.000000 Penalty: 3899.662842
	Iteration 108Q: 3 clusters Score -1.897744e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 160226 members 
Entering Unmasked Estep 
Score: -18977432.000000 Penalty: 3899.662842
	Iteration 109Q: 3 clusters Score -1.897743e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 160230 members 
Entering Unmasked Estep 
Score: -18977426.000000 Penalty: 3899.662842
	Iteration 110Q: 3 clusters Score -1.897743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 160233 members 
Entering Unmasked Estep 
Score: -18977428.000000 Penalty: 3899.662842
	Iteration 111Q: 3 clusters Score -1.897743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 160235 members 
Entering Unmasked Estep 
Score: -18977428.000000 Penalty: 3899.662842
	Iteration 112Q: 3 clusters Score -1.897743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 160237 members 
Entering Unmasked Estep 
Score: -18977428.000000 Penalty: 3899.662842
	Iteration 113Q: 3 clusters Score -1.897743e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 160240 members 
Entering Unmasked Estep 
Score: -18977410.000000 Penalty: 3899.662842
	Iteration 114Q: 3 clusters Score -1.897741e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 160248 members 
Entering Unmasked Estep 
Score: -18977412.000000 Penalty: 3899.662842
	Iteration 115Q: 3 clusters Score -1.897741e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 160255 members 
Entering Unmasked Estep 
Score: -18977408.000000 Penalty: 3899.662842
	Iteration 116Q: 3 clusters Score -1.897741e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 160266 members 
Entering Unmasked Estep 
Score: -18977402.000000 Penalty: 3899.662842
	Iteration 117Q: 3 clusters Score -1.89774e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 160276 members 
Entering Unmasked Estep 
Score: -18977390.000000 Penalty: 3899.662842
	Iteration 118Q: 3 clusters Score -1.897739e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 160281 members 
Entering Unmasked Estep 
Score: -18977376.000000 Penalty: 3899.662842
	Iteration 119Q: 3 clusters Score -1.897738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 160285 members 
Entering Unmasked Estep 
Score: -18977366.000000 Penalty: 3899.662842
	Iteration 120F: 3 clusters Score -1.897737e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 160289 members 
Entering Unmasked Estep 
Score: -18977392.000000 Penalty: 3899.662842
	Iteration 121Q: 3 clusters Score -1.897739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 160293 members 
Entering Unmasked Estep 
Score: -18977372.000000 Penalty: 3899.662842
	Iteration 122Q: 3 clusters Score -1.897737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 160295 members 
Entering Unmasked Estep 
Score: -18977366.000000 Penalty: 3899.662842
	Iteration 123Q: 3 clusters Score -1.897737e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 160300 members 
Entering Unmasked Estep 
Score: -18977366.000000 Penalty: 3899.662842
	Iteration 124Q: 3 clusters Score -1.897737e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 160303 members 
Entering Unmasked Estep 
Score: -18977378.000000 Penalty: 3899.662842
	Iteration 125Q: 3 clusters Score -1.897738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 160306 members 
Entering Unmasked Estep 
Score: -18977370.000000 Penalty: 3899.662842
	Iteration 126Q: 3 clusters Score -1.897737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 160310 members 
Entering Unmasked Estep 
Score: -18977372.000000 Penalty: 3899.662842
	Iteration 127Q: 3 clusters Score -1.897737e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 160313 members 
Entering Unmasked Estep 
Score: -18977362.000000 Penalty: 3899.662842
	Iteration 128Q: 3 clusters Score -1.897736e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 160315 members 
Entering Unmasked Estep 
Score: -18977368.000000 Penalty: 3899.662842
	Iteration 129Q: 3 clusters Score -1.897737e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 160316 members 
Entering Unmasked Estep 
Score: -18977362.000000 Penalty: 3899.662842
	Iteration 130Q: 3 clusters Score -1.897736e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 160319 members 
Entering Unmasked Estep 
Score: -18977358.000000 Penalty: 3899.662842
	Iteration 131Q: 3 clusters Score -1.897736e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 160321 members 
Entering Unmasked Estep 
Score: -18977364.000000 Penalty: 3899.662842
	Iteration 132Q: 3 clusters Score -1.897736e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 160323 members 
Entering Unmasked Estep 
Score: -18977364.000000 Penalty: 3899.662842
	Iteration 133Q: 3 clusters Score -1.897736e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 160323 members 
Entering Unmasked Estep 
Score: -18977364.000000 Penalty: 3899.662842
	Iteration 134F: 3 clusters Score -1.897736e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 122461 members 
Mstep: Class 3 contains 2263 members 
Mstep: Class 4 contains 128554 members 
Mstep: Class 5 contains 1295 members 
Mstep: Class 6 contains 2386 members 
Mstep: Class 7 contains 80894 members 
Mstep: Class 8 contains 1325 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 187322 members 
Mstep: Class 11 contains 139721 members 
Mstep: Class 12 contains 41260 members 
Mstep: Class 13 contains 113756 members 
Mstep: Class 14 contains 225512 members 
Mstep: Class 15 contains 6747 members 
Mstep: Class 16 contains 202530 members 
Mstep: Class 17 contains 16838 members 
Mstep: Class 18 contains 18937 members 
Mstep: Class 19 contains 37784 members 
Mstep: Class 20 contains 1922 members 
Mstep: Class 21 contains 123339 members 
Mstep: Class 22 contains 106322 members 
Mstep: Class 23 contains 160323 members 
Entering Unmasked Estep 
Score: -194313280.000000 Penalty: 53668.667969
Splitting cluster 3 changes total score from -194245584.000000 to -194313280.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 4 (128554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128554 members 
Entering Unmasked Estep 
Score: -14574009.000000 Penalty: 1911.666870
	Iteration 0F: 2 clusters Score -1.457401e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63976 members 
Mstep: Class 2 contains 64578 members 
Entering Unmasked Estep 
Score: -14494516.000000 Penalty: 3823.333740
	Iteration 0F: 3 clusters Score -1.449452e+07 nChanged 61562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58816 members 
Mstep: Class 2 contains 69738 members 
Entering Unmasked Estep 
Score: -14532322.000000 Penalty: 3823.333740
	Iteration 1F: 3 clusters Score -1.453232e+07 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55871 members 
Mstep: Class 2 contains 72683 members 
Entering Unmasked Estep 
Score: -14535496.000000 Penalty: 3823.333740
	Iteration 2Q: 3 clusters Score -1.45355e+07 nChanged 7561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51828 members 
Mstep: Class 2 contains 76726 members 
Entering Unmasked Estep 
Score: -14540106.000000 Penalty: 3823.333740
	Iteration 3F: 3 clusters Score -1.454011e+07 nChanged 8578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47168 members 
Mstep: Class 2 contains 81386 members 
Entering Unmasked Estep 
Score: -14546456.000000 Penalty: 3823.333740
	Iteration 4F: 3 clusters Score -1.454646e+07 nChanged 9019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42521 members 
Mstep: Class 2 contains 86033 members 
Entering Unmasked Estep 
Score: -14553815.000000 Penalty: 3823.333740
	Iteration 5F: 3 clusters Score -1.455382e+07 nChanged 8282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38765 members 
Mstep: Class 2 contains 89789 members 
Entering Unmasked Estep 
Score: -14560505.000000 Penalty: 3823.333740
	Iteration 6F: 3 clusters Score -1.45605e+07 nChanged 6781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 92244 members 
Entering Unmasked Estep 
Score: -14565379.000000 Penalty: 3823.333740
	Iteration 7F: 3 clusters Score -1.456538e+07 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34767 members 
Mstep: Class 2 contains 93787 members 
Entering Unmasked Estep 
Score: -14568308.000000 Penalty: 3823.333740
	Iteration 8Q: 3 clusters Score -1.456831e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33659 members 
Mstep: Class 2 contains 94895 members 
Entering Unmasked Estep 
Score: -14569817.000000 Penalty: 3823.333740
	Iteration 9Q: 3 clusters Score -1.456982e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 95886 members 
Entering Unmasked Estep 
Score: -14570512.000000 Penalty: 3823.333740
	Iteration 10Q: 3 clusters Score -1.457051e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31757 members 
Mstep: Class 2 contains 96797 members 
Entering Unmasked Estep 
Score: -14571273.000000 Penalty: 3823.333740
	Iteration 11Q: 3 clusters Score -1.457127e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30870 members 
Mstep: Class 2 contains 97684 members 
Entering Unmasked Estep 
Score: -14571752.000000 Penalty: 3823.333740
	Iteration 12Q: 3 clusters Score -1.457175e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 98485 members 
Entering Unmasked Estep 
Score: -14572260.000000 Penalty: 3823.333740
	Iteration 13Q: 3 clusters Score -1.457226e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29302 members 
Mstep: Class 2 contains 99252 members 
Entering Unmasked Estep 
Score: -14572697.000000 Penalty: 3823.333740
	Iteration 14Q: 3 clusters Score -1.45727e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 100013 members 
Entering Unmasked Estep 
Score: -14573039.000000 Penalty: 3823.333740
	Iteration 15Q: 3 clusters Score -1.457304e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27765 members 
Mstep: Class 2 contains 100789 members 
Entering Unmasked Estep 
Score: -14573383.000000 Penalty: 3823.333740
	Iteration 16Q: 3 clusters Score -1.457338e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 101464 members 
Entering Unmasked Estep 
Score: -14573653.000000 Penalty: 3823.333740
	Iteration 17Q: 3 clusters Score -1.457365e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 102123 members 
Entering Unmasked Estep 
Score: -14573943.000000 Penalty: 3823.333740
	Iteration 18Q: 3 clusters Score -1.457394e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 102771 members 
Entering Unmasked Estep 
Score: -14574283.000000 Penalty: 3823.333740
	Iteration 19Q: 3 clusters Score -1.457428e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 103433 members 
Entering Unmasked Estep 
Score: -14574448.000000 Penalty: 3823.333740
	Iteration 20F: 3 clusters Score -1.457445e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 104075 members 
Entering Unmasked Estep 
Score: -14574609.000000 Penalty: 3823.333740
	Iteration 21Q: 3 clusters Score -1.457461e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 104719 members 
Entering Unmasked Estep 
Score: -14574751.000000 Penalty: 3823.333740
	Iteration 22Q: 3 clusters Score -1.457475e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 105297 members 
Entering Unmasked Estep 
Score: -14574793.000000 Penalty: 3823.333740
	Iteration 23Q: 3 clusters Score -1.457479e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 105833 members 
Entering Unmasked Estep 
Score: -14574847.000000 Penalty: 3823.333740
	Iteration 24Q: 3 clusters Score -1.457485e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 106341 members 
Entering Unmasked Estep 
Score: -14574894.000000 Penalty: 3823.333740
	Iteration 25Q: 3 clusters Score -1.457489e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 106826 members 
Entering Unmasked Estep 
Score: -14574896.000000 Penalty: 3823.333740
	Iteration 26Q: 3 clusters Score -1.45749e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 107296 members 
Entering Unmasked Estep 
Score: -14574892.000000 Penalty: 3823.333740
	Iteration 27Q: 3 clusters Score -1.457489e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 107748 members 
Entering Unmasked Estep 
Score: -14574905.000000 Penalty: 3823.333740
	Iteration 28Q: 3 clusters Score -1.45749e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 108196 members 
Entering Unmasked Estep 
Score: -14574931.000000 Penalty: 3823.333740
	Iteration 29Q: 3 clusters Score -1.457493e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 108635 members 
Entering Unmasked Estep 
Score: -14574897.000000 Penalty: 3823.333740
	Iteration 30Q: 3 clusters Score -1.45749e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 109042 members 
Entering Unmasked Estep 
Score: -14574887.000000 Penalty: 3823.333740
	Iteration 31Q: 3 clusters Score -1.457489e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 109410 members 
Entering Unmasked Estep 
Score: -14574925.000000 Penalty: 3823.333740
	Iteration 32Q: 3 clusters Score -1.457492e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 109769 members 
Entering Unmasked Estep 
Score: -14574898.000000 Penalty: 3823.333740
	Iteration 33Q: 3 clusters Score -1.45749e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 110093 members 
Entering Unmasked Estep 
Score: -14574956.000000 Penalty: 3823.333740
	Iteration 34Q: 3 clusters Score -1.457496e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 110438 members 
Entering Unmasked Estep 
Score: -14574974.000000 Penalty: 3823.333740
	Iteration 35Q: 3 clusters Score -1.457497e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 110747 members 
Entering Unmasked Estep 
Score: -14575034.000000 Penalty: 3823.333740
	Iteration 36Q: 3 clusters Score -1.457503e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 111053 members 
Entering Unmasked Estep 
Score: -14575017.000000 Penalty: 3823.333740
	Iteration 37Q: 3 clusters Score -1.457502e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 111351 members 
Entering Unmasked Estep 
Score: -14574977.000000 Penalty: 3823.333740
	Iteration 38Q: 3 clusters Score -1.457498e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 111627 members 
Entering Unmasked Estep 
Score: -14574961.000000 Penalty: 3823.333740
	Iteration 39Q: 3 clusters Score -1.457496e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 111860 members 
Entering Unmasked Estep 
Score: -14574914.000000 Penalty: 3823.333740
	Iteration 40F: 3 clusters Score -1.457491e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 112113 members 
Entering Unmasked Estep 
Score: -14574890.000000 Penalty: 3823.333740
	Iteration 41Q: 3 clusters Score -1.457489e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 112377 members 
Entering Unmasked Estep 
Score: -14574910.000000 Penalty: 3823.333740
	Iteration 42Q: 3 clusters Score -1.457491e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 112626 members 
Entering Unmasked Estep 
Score: -14574914.000000 Penalty: 3823.333740
	Iteration 43Q: 3 clusters Score -1.457491e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 112850 members 
Entering Unmasked Estep 
Score: -14574915.000000 Penalty: 3823.333740
	Iteration 44Q: 3 clusters Score -1.457492e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 113093 members 
Entering Unmasked Estep 
Score: -14574925.000000 Penalty: 3823.333740
	Iteration 45Q: 3 clusters Score -1.457492e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 113336 members 
Entering Unmasked Estep 
Score: -14574945.000000 Penalty: 3823.333740
	Iteration 46Q: 3 clusters Score -1.457494e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 113552 members 
Entering Unmasked Estep 
Score: -14574925.000000 Penalty: 3823.333740
	Iteration 47Q: 3 clusters Score -1.457492e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 113758 members 
Entering Unmasked Estep 
Score: -14574938.000000 Penalty: 3823.333740
	Iteration 48Q: 3 clusters Score -1.457494e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 113956 members 
Entering Unmasked Estep 
Score: -14574944.000000 Penalty: 3823.333740
	Iteration 49Q: 3 clusters Score -1.457494e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 114146 members 
Entering Unmasked Estep 
Score: -14574910.000000 Penalty: 3823.333740
	Iteration 50Q: 3 clusters Score -1.457491e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 114288 members 
Entering Unmasked Estep 
Score: -14574909.000000 Penalty: 3823.333740
	Iteration 51Q: 3 clusters Score -1.457491e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 114414 members 
Entering Unmasked Estep 
Score: -14574938.000000 Penalty: 3823.333740
	Iteration 52Q: 3 clusters Score -1.457494e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 114527 members 
Entering Unmasked Estep 
Score: -14574945.000000 Penalty: 3823.333740
	Iteration 53Q: 3 clusters Score -1.457494e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 114624 members 
Entering Unmasked Estep 
Score: -14574926.000000 Penalty: 3823.333740
	Iteration 54Q: 3 clusters Score -1.457493e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 114726 members 
Entering Unmasked Estep 
Score: -14574921.000000 Penalty: 3823.333740
	Iteration 55Q: 3 clusters Score -1.457492e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 114832 members 
Entering Unmasked Estep 
Score: -14574941.000000 Penalty: 3823.333740
	Iteration 56Q: 3 clusters Score -1.457494e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 114929 members 
Entering Unmasked Estep 
Score: -14574947.000000 Penalty: 3823.333740
	Iteration 57Q: 3 clusters Score -1.457495e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 115022 members 
Entering Unmasked Estep 
Score: -14574933.000000 Penalty: 3823.333740
	Iteration 58Q: 3 clusters Score -1.457493e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 115119 members 
Entering Unmasked Estep 
Score: -14574939.000000 Penalty: 3823.333740
	Iteration 59Q: 3 clusters Score -1.457494e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 115203 members 
Entering Unmasked Estep 
Score: -14574941.000000 Penalty: 3823.333740
	Iteration 60F: 3 clusters Score -1.457494e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 115278 members 
Entering Unmasked Estep 
Score: -14574954.000000 Penalty: 3823.333740
	Iteration 61Q: 3 clusters Score -1.457495e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 115351 members 
Entering Unmasked Estep 
Score: -14574917.000000 Penalty: 3823.333740
	Iteration 62Q: 3 clusters Score -1.457492e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 115419 members 
Entering Unmasked Estep 
Score: -14574944.000000 Penalty: 3823.333740
	Iteration 63Q: 3 clusters Score -1.457494e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 115472 members 
Entering Unmasked Estep 
Score: -14574937.000000 Penalty: 3823.333740
	Iteration 64Q: 3 clusters Score -1.457494e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 115533 members 
Entering Unmasked Estep 
Score: -14574948.000000 Penalty: 3823.333740
	Iteration 65Q: 3 clusters Score -1.457495e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 115581 members 
Entering Unmasked Estep 
Score: -14574951.000000 Penalty: 3823.333740
	Iteration 66Q: 3 clusters Score -1.457495e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 115633 members 
Entering Unmasked Estep 
Score: -14574946.000000 Penalty: 3823.333740
	Iteration 67Q: 3 clusters Score -1.457495e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 115690 members 
Entering Unmasked Estep 
Score: -14574943.000000 Penalty: 3823.333740
	Iteration 68Q: 3 clusters Score -1.457494e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 115756 members 
Entering Unmasked Estep 
Score: -14574943.000000 Penalty: 3823.333740
	Iteration 69Q: 3 clusters Score -1.457494e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 115821 members 
Entering Unmasked Estep 
Score: -14574931.000000 Penalty: 3823.333740
	Iteration 70Q: 3 clusters Score -1.457493e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 115869 members 
Entering Unmasked Estep 
Score: -14574928.000000 Penalty: 3823.333740
	Iteration 71Q: 3 clusters Score -1.457493e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 115923 members 
Entering Unmasked Estep 
Score: -14574927.000000 Penalty: 3823.333740
	Iteration 72Q: 3 clusters Score -1.457493e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 115972 members 
Entering Unmasked Estep 
Score: -14574921.000000 Penalty: 3823.333740
	Iteration 73Q: 3 clusters Score -1.457492e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 116008 members 
Entering Unmasked Estep 
Score: -14574934.000000 Penalty: 3823.333740
	Iteration 74Q: 3 clusters Score -1.457493e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 116038 members 
Entering Unmasked Estep 
Score: -14574928.000000 Penalty: 3823.333740
	Iteration 75Q: 3 clusters Score -1.457493e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 116057 members 
Entering Unmasked Estep 
Score: -14574918.000000 Penalty: 3823.333740
	Iteration 76Q: 3 clusters Score -1.457492e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 116075 members 
Entering Unmasked Estep 
Score: -14574922.000000 Penalty: 3823.333740
	Iteration 77Q: 3 clusters Score -1.457492e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 116089 members 
Entering Unmasked Estep 
Score: -14574918.000000 Penalty: 3823.333740
	Iteration 78Q: 3 clusters Score -1.457492e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 116101 members 
Entering Unmasked Estep 
Score: -14574922.000000 Penalty: 3823.333740
	Iteration 79Q: 3 clusters Score -1.457492e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 116119 members 
Entering Unmasked Estep 
Score: -14574941.000000 Penalty: 3823.333740
	Iteration 80F: 3 clusters Score -1.457494e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 116141 members 
Entering Unmasked Estep 
Score: -14574930.000000 Penalty: 3823.333740
	Iteration 81Q: 3 clusters Score -1.457493e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 116155 members 
Entering Unmasked Estep 
Score: -14574935.000000 Penalty: 3823.333740
	Iteration 82Q: 3 clusters Score -1.457494e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 116165 members 
Entering Unmasked Estep 
Score: -14574950.000000 Penalty: 3823.333740
	Iteration 83Q: 3 clusters Score -1.457495e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 116184 members 
Entering Unmasked Estep 
Score: -14574958.000000 Penalty: 3823.333740
	Iteration 84Q: 3 clusters Score -1.457496e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 116205 members 
Entering Unmasked Estep 
Score: -14574944.000000 Penalty: 3823.333740
	Iteration 85Q: 3 clusters Score -1.457494e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 116226 members 
Entering Unmasked Estep 
Score: -14574937.000000 Penalty: 3823.333740
	Iteration 86Q: 3 clusters Score -1.457494e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 116246 members 
Entering Unmasked Estep 
Score: -14574928.000000 Penalty: 3823.333740
	Iteration 87Q: 3 clusters Score -1.457493e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 116265 members 
Entering Unmasked Estep 
Score: -14574929.000000 Penalty: 3823.333740
	Iteration 88Q: 3 clusters Score -1.457493e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 116280 members 
Entering Unmasked Estep 
Score: -14574924.000000 Penalty: 3823.333740
	Iteration 89Q: 3 clusters Score -1.457492e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 116290 members 
Entering Unmasked Estep 
Score: -14574930.000000 Penalty: 3823.333740
	Iteration 90Q: 3 clusters Score -1.457493e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 116303 members 
Entering Unmasked Estep 
Score: -14574923.000000 Penalty: 3823.333740
	Iteration 91Q: 3 clusters Score -1.457492e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 116312 members 
Entering Unmasked Estep 
Score: -14574920.000000 Penalty: 3823.333740
	Iteration 92Q: 3 clusters Score -1.457492e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 116317 members 
Entering Unmasked Estep 
Score: -14574919.000000 Penalty: 3823.333740
	Iteration 93Q: 3 clusters Score -1.457492e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 116325 members 
Entering Unmasked Estep 
Score: -14574916.000000 Penalty: 3823.333740
	Iteration 94Q: 3 clusters Score -1.457492e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 116331 members 
Entering Unmasked Estep 
Score: -14574914.000000 Penalty: 3823.333740
	Iteration 95Q: 3 clusters Score -1.457491e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 116342 members 
Entering Unmasked Estep 
Score: -14574904.000000 Penalty: 3823.333740
	Iteration 96Q: 3 clusters Score -1.45749e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 116361 members 
Entering Unmasked Estep 
Score: -14574899.000000 Penalty: 3823.333740
	Iteration 97Q: 3 clusters Score -1.45749e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 116378 members 
Entering Unmasked Estep 
Score: -14574898.000000 Penalty: 3823.333740
	Iteration 98Q: 3 clusters Score -1.45749e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 116393 members 
Entering Unmasked Estep 
Score: -14574891.000000 Penalty: 3823.333740
	Iteration 99Q: 3 clusters Score -1.457489e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 116405 members 
Entering Unmasked Estep 
Score: -14574883.000000 Penalty: 3823.333740
	Iteration 100F: 3 clusters Score -1.457488e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 116422 members 
Entering Unmasked Estep 
Score: -14574891.000000 Penalty: 3823.333740
	Iteration 101Q: 3 clusters Score -1.457489e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 116437 members 
Entering Unmasked Estep 
Score: -14574883.000000 Penalty: 3823.333740
	Iteration 102Q: 3 clusters Score -1.457488e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 116455 members 
Entering Unmasked Estep 
Score: -14574892.000000 Penalty: 3823.333740
	Iteration 103Q: 3 clusters Score -1.457489e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 116477 members 
Entering Unmasked Estep 
Score: -14574881.000000 Penalty: 3823.333740
	Iteration 104Q: 3 clusters Score -1.457488e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 116492 members 
Entering Unmasked Estep 
Score: -14574878.000000 Penalty: 3823.333740
	Iteration 105Q: 3 clusters Score -1.457488e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 116500 members 
Entering Unmasked Estep 
Score: -14574876.000000 Penalty: 3823.333740
	Iteration 106Q: 3 clusters Score -1.457488e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 116511 members 
Entering Unmasked Estep 
Score: -14574867.000000 Penalty: 3823.333740
	Iteration 107Q: 3 clusters Score -1.457487e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 116518 members 
Entering Unmasked Estep 
Score: -14574869.000000 Penalty: 3823.333740
	Iteration 108Q: 3 clusters Score -1.457487e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 116521 members 
Entering Unmasked Estep 
Score: -14574876.000000 Penalty: 3823.333740
	Iteration 109Q: 3 clusters Score -1.457488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 116523 members 
Entering Unmasked Estep 
Score: -14574872.000000 Penalty: 3823.333740
	Iteration 110Q: 3 clusters Score -1.457487e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 116528 members 
Entering Unmasked Estep 
Score: -14574864.000000 Penalty: 3823.333740
	Iteration 111Q: 3 clusters Score -1.457486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 116531 members 
Entering Unmasked Estep 
Score: -14574855.000000 Penalty: 3823.333740
	Iteration 112Q: 3 clusters Score -1.457486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 116533 members 
Entering Unmasked Estep 
Score: -14574873.000000 Penalty: 3823.333740
	Iteration 113Q: 3 clusters Score -1.457487e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 116535 members 
Entering Unmasked Estep 
Score: -14574871.000000 Penalty: 3823.333740
	Iteration 114Q: 3 clusters Score -1.457487e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 116536 members 
Entering Unmasked Estep 
Score: -14574878.000000 Penalty: 3823.333740
	Iteration 115Q: 3 clusters Score -1.457488e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 116536 members 
Entering Unmasked Estep 
Score: -14574878.000000 Penalty: 3823.333740
	Iteration 116F: 3 clusters Score -1.457488e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 122461 members 
Mstep: Class 3 contains 2263 members 
Mstep: Class 4 contains 12018 members 
Mstep: Class 5 contains 1295 members 
Mstep: Class 6 contains 2386 members 
Mstep: Class 7 contains 80894 members 
Mstep: Class 8 contains 1325 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 187322 members 
Mstep: Class 11 contains 139721 members 
Mstep: Class 12 contains 41260 members 
Mstep: Class 13 contains 113756 members 
Mstep: Class 14 contains 225512 members 
Mstep: Class 15 contains 6747 members 
Mstep: Class 16 contains 202530 members 
Mstep: Class 17 contains 16838 members 
Mstep: Class 18 contains 18937 members 
Mstep: Class 19 contains 37784 members 
Mstep: Class 20 contains 1922 members 
Mstep: Class 21 contains 123339 members 
Mstep: Class 22 contains 106322 members 
Mstep: Class 23 contains 160323 members 
Mstep: Class 24 contains 116536 members 
Entering Unmasked Estep 
Score: -194313248.000000 Penalty: 56002.085938
Splitting cluster 4 changes total score from -194245584.000000 to -194313248.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 5 (1295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Entering Unmasked Estep 
Score: -119569.343750 Penalty: 1164.518188
	Iteration 0F: 2 clusters Score -119569.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -118010.367188 Penalty: 2329.036377
	Iteration 0F: 3 clusters Score -118010.4 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -118951.882812 Penalty: 2329.036377
	Iteration 1F: 3 clusters Score -118951.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -119839.421875 Penalty: 2329.036377
	Iteration 2F: 3 clusters Score -119839.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -120204.617188 Penalty: 2329.036377
	Iteration 3F: 3 clusters Score -120204.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -120531.085938 Penalty: 2329.036377
	Iteration 4F: 3 clusters Score -120531.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -120779.679688 Penalty: 2329.036377
	Iteration 5F: 3 clusters Score -120779.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -120966.109375 Penalty: 2329.036377
	Iteration 6Q: 3 clusters Score -120966.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -121026.531250 Penalty: 2329.036377
	Iteration 7Q: 3 clusters Score -121026.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -121092.742188 Penalty: 2329.036377
	Iteration 8Q: 3 clusters Score -121092.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -121139.421875 Penalty: 2329.036377
	Iteration 9Q: 3 clusters Score -121139.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -121154.500000 Penalty: 2329.036377
	Iteration 10Q: 3 clusters Score -121154.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -121160.656250 Penalty: 2329.036377
	Iteration 11Q: 3 clusters Score -121160.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -121169.593750 Penalty: 2329.036377
	Iteration 12Q: 3 clusters Score -121169.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -121181.898438 Penalty: 2329.036377
	Iteration 13Q: 3 clusters Score -121181.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -121187.609375 Penalty: 2329.036377
	Iteration 14Q: 3 clusters Score -121187.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -121187.609375 Penalty: 2329.036377
	Iteration 15F: 3 clusters Score -121187.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 122461 members 
Mstep: Class 3 contains 2263 members 
Mstep: Class 4 contains 12018 members 
Mstep: Class 5 contains 612 members 
Mstep: Class 6 contains 2386 members 
Mstep: Class 7 contains 80894 members 
Mstep: Class 8 contains 1325 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 187322 members 
Mstep: Class 11 contains 139721 members 
Mstep: Class 12 contains 41260 members 
Mstep: Class 13 contains 113756 members 
Mstep: Class 14 contains 225512 members 
Mstep: Class 15 contains 6747 members 
Mstep: Class 16 contains 202530 members 
Mstep: Class 17 contains 16838 members 
Mstep: Class 18 contains 18937 members 
Mstep: Class 19 contains 37784 members 
Mstep: Class 20 contains 1922 members 
Mstep: Class 21 contains 123339 members 
Mstep: Class 22 contains 106322 members 
Mstep: Class 23 contains 160323 members 
Mstep: Class 24 contains 116536 members 
Mstep: Class 25 contains 683 members 
Entering Unmasked Estep 
Score: -194312784.000000 Penalty: 58335.507812
Splitting cluster 5 changes total score from -194245584.000000 to -194312784.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 6 (2386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Entering Unmasked Estep 
Score: -229360.453125 Penalty: 1263.823242
	Iteration 0F: 2 clusters Score -229360.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -227260.171875 Penalty: 2527.646484
	Iteration 0F: 3 clusters Score -227260.2 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -228825.265625 Penalty: 2527.646484
	Iteration 1F: 3 clusters Score -228825.3 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -229836.375000 Penalty: 2527.646484
	Iteration 2F: 3 clusters Score -229836.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -230480.187500 Penalty: 2527.646484
	Iteration 3F: 3 clusters Score -230480.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -231021.343750 Penalty: 2527.646484
	Iteration 4F: 3 clusters Score -231021.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -231285.984375 Penalty: 2527.646484
	Iteration 5Q: 3 clusters Score -231286 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -231404.140625 Penalty: 2527.646484
	Iteration 6Q: 3 clusters Score -231404.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -231464.812500 Penalty: 2527.646484
	Iteration 7Q: 3 clusters Score -231464.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -231494.437500 Penalty: 2527.646484
	Iteration 8Q: 3 clusters Score -231494.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -231505.781250 Penalty: 2527.646484
	Iteration 9Q: 3 clusters Score -231505.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -231514.796875 Penalty: 2527.646484
	Iteration 10Q: 3 clusters Score -231514.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -231521.343750 Penalty: 2527.646484
	Iteration 11Q: 3 clusters Score -231521.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -231527.656250 Penalty: 2527.646484
	Iteration 12Q: 3 clusters Score -231527.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -231529.312500 Penalty: 2527.646484
	Iteration 13Q: 3 clusters Score -231529.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -231530.718750 Penalty: 2527.646484
	Iteration 14Q: 3 clusters Score -231530.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -231531.500000 Penalty: 2527.646484
	Iteration 15Q: 3 clusters Score -231531.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -231532.234375 Penalty: 2527.646484
	Iteration 16Q: 3 clusters Score -231532.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -231542.375000 Penalty: 2527.646484
	Iteration 17F: 3 clusters Score -231542.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -231577.359375 Penalty: 2527.646484
	Iteration 18Q: 3 clusters Score -231577.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -231616.328125 Penalty: 2527.646484
	Iteration 19Q: 3 clusters Score -231616.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -231635.734375 Penalty: 2527.646484
	Iteration 20F: 3 clusters Score -231635.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -231651.875000 Penalty: 2527.646484
	Iteration 21Q: 3 clusters Score -231651.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -231680.296875 Penalty: 2527.646484
	Iteration 22Q: 3 clusters Score -231680.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -231703.703125 Penalty: 2527.646484
	Iteration 23Q: 3 clusters Score -231703.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -231726.828125 Penalty: 2527.646484
	Iteration 24Q: 3 clusters Score -231726.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -231742.390625 Penalty: 2527.646484
	Iteration 25Q: 3 clusters Score -231742.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -231759.625000 Penalty: 2527.646484
	Iteration 26Q: 3 clusters Score -231759.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -231774.546875 Penalty: 2527.646484
	Iteration 27Q: 3 clusters Score -231774.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -231780.625000 Penalty: 2527.646484
	Iteration 28Q: 3 clusters Score -231780.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -231788.265625 Penalty: 2527.646484
	Iteration 29Q: 3 clusters Score -231788.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -231794.406250 Penalty: 2527.646484
	Iteration 30Q: 3 clusters Score -231794.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -231797.468750 Penalty: 2527.646484
	Iteration 31Q: 3 clusters Score -231797.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -231797.968750 Penalty: 2527.646484
	Iteration 32Q: 3 clusters Score -231798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -231798.375000 Penalty: 2527.646484
	Iteration 33Q: 3 clusters Score -231798.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -231798.375000 Penalty: 2527.646484
	Iteration 34F: 3 clusters Score -231798.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 122461 members 
Mstep: Class 3 contains 2263 members 
Mstep: Class 4 contains 12018 members 
Mstep: Class 5 contains 612 members 
Mstep: Class 6 contains 914 members 
Mstep: Class 7 contains 80894 members 
Mstep: Class 8 contains 1325 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 187322 members 
Mstep: Class 11 contains 139721 members 
Mstep: Class 12 contains 41260 members 
Mstep: Class 13 contains 113756 members 
Mstep: Class 14 contains 225512 members 
Mstep: Class 15 contains 6747 members 
Mstep: Class 16 contains 202530 members 
Mstep: Class 17 contains 16838 members 
Mstep: Class 18 contains 18937 members 
Mstep: Class 19 contains 37784 members 
Mstep: Class 20 contains 1922 members 
Mstep: Class 21 contains 123339 members 
Mstep: Class 22 contains 106322 members 
Mstep: Class 23 contains 160323 members 
Mstep: Class 24 contains 116536 members 
Mstep: Class 25 contains 683 members 
Mstep: Class 26 contains 1472 members 
Entering Unmasked Estep 
Score: -194311680.000000 Penalty: 60668.925781
Splitting cluster 6 changes total score from -194245584.000000 to -194311680.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 7 (80894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80894 members 
Entering Unmasked Estep 
Score: -9270928.000000 Penalty: 1836.395386
	Iteration 0F: 2 clusters Score -9270928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40278 members 
Mstep: Class 2 contains 40616 members 
Entering Unmasked Estep 
Score: -9216856.000000 Penalty: 3672.790771
	Iteration 0F: 3 clusters Score -9216856 nChanged 38394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37510 members 
Mstep: Class 2 contains 43384 members 
Entering Unmasked Estep 
Score: -9239331.000000 Penalty: 3672.790771
	Iteration 1F: 3 clusters Score -9239331 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 45006 members 
Entering Unmasked Estep 
Score: -9240220.000000 Penalty: 3672.790771
	Iteration 2Q: 3 clusters Score -9240220 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 47369 members 
Entering Unmasked Estep 
Score: -9241562.000000 Penalty: 3672.790771
	Iteration 3Q: 3 clusters Score -9241562 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30171 members 
Mstep: Class 2 contains 50723 members 
Entering Unmasked Estep 
Score: -9243781.000000 Penalty: 3672.790771
	Iteration 4Q: 3 clusters Score -9243781 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 55034 members 
Entering Unmasked Estep 
Score: -9247279.000000 Penalty: 3672.790771
	Iteration 5F: 3 clusters Score -9247279 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 60117 members 
Entering Unmasked Estep 
Score: -9252014.000000 Penalty: 3672.790771
	Iteration 6F: 3 clusters Score -9252014 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 65203 members 
Entering Unmasked Estep 
Score: -9257087.000000 Penalty: 3672.790771
	Iteration 7F: 3 clusters Score -9257087 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 69474 members 
Entering Unmasked Estep 
Score: -9261193.000000 Penalty: 3672.790771
	Iteration 8F: 3 clusters Score -9261193 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 72593 members 
Entering Unmasked Estep 
Score: -9264008.000000 Penalty: 3672.790771
	Iteration 9Q: 3 clusters Score -9264008 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 74773 members 
Entering Unmasked Estep 
Score: -9265780.000000 Penalty: 3672.790771
	Iteration 10Q: 3 clusters Score -9265780 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 76321 members 
Entering Unmasked Estep 
Score: -9266899.000000 Penalty: 3672.790771
	Iteration 11Q: 3 clusters Score -9266899 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 77420 members 
Entering Unmasked Estep 
Score: -9267696.000000 Penalty: 3672.790771
	Iteration 12Q: 3 clusters Score -9267696 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 78197 members 
Entering Unmasked Estep 
Score: -9268166.000000 Penalty: 3672.790771
	Iteration 13Q: 3 clusters Score -9268166 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 78770 members 
Entering Unmasked Estep 
Score: -9268535.000000 Penalty: 3672.790771
	Iteration 14Q: 3 clusters Score -9268535 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 79204 members 
Entering Unmasked Estep 
Score: -9268797.000000 Penalty: 3672.790771
	Iteration 15Q: 3 clusters Score -9268797 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 79506 members 
Entering Unmasked Estep 
Score: -9268982.000000 Penalty: 3672.790771
	Iteration 16Q: 3 clusters Score -9268982 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 79717 members 
Entering Unmasked Estep 
Score: -9269099.000000 Penalty: 3672.790771
	Iteration 17Q: 3 clusters Score -9269099 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 79843 members 
Entering Unmasked Estep 
Score: -9269162.000000 Penalty: 3672.790771
	Iteration 18Q: 3 clusters Score -9269162 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 79936 members 
Entering Unmasked Estep 
Score: -9269206.000000 Penalty: 3672.790771
	Iteration 19Q: 3 clusters Score -9269206 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 79993 members 
Entering Unmasked Estep 
Score: -9269212.000000 Penalty: 3672.790771
	Iteration 20F: 3 clusters Score -9269212 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 80036 members 
Entering Unmasked Estep 
Score: -9269257.000000 Penalty: 3672.790771
	Iteration 21Q: 3 clusters Score -9269257 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 80078 members 
Entering Unmasked Estep 
Score: -9269291.000000 Penalty: 3672.790771
	Iteration 22Q: 3 clusters Score -9269291 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 80101 members 
Entering Unmasked Estep 
Score: -9269311.000000 Penalty: 3672.790771
	Iteration 23Q: 3 clusters Score -9269311 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 80130 members 
Entering Unmasked Estep 
Score: -9269315.000000 Penalty: 3672.790771
	Iteration 24Q: 3 clusters Score -9269315 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 80156 members 
Entering Unmasked Estep 
Score: -9269322.000000 Penalty: 3672.790771
	Iteration 25Q: 3 clusters Score -9269322 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 80185 members 
Entering Unmasked Estep 
Score: -9269341.000000 Penalty: 3672.790771
	Iteration 26Q: 3 clusters Score -9269341 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 80208 members 
Entering Unmasked Estep 
Score: -9269343.000000 Penalty: 3672.790771
	Iteration 27Q: 3 clusters Score -9269343 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 80222 members 
Entering Unmasked Estep 
Score: -9269339.000000 Penalty: 3672.790771
	Iteration 28Q: 3 clusters Score -9269339 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 80233 members 
Entering Unmasked Estep 
Score: -9269348.000000 Penalty: 3672.790771
	Iteration 29Q: 3 clusters Score -9269348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 80243 members 
Entering Unmasked Estep 
Score: -9269354.000000 Penalty: 3672.790771
	Iteration 30Q: 3 clusters Score -9269354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 80251 members 
Entering Unmasked Estep 
Score: -9269369.000000 Penalty: 3672.790771
	Iteration 31Q: 3 clusters Score -9269369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 80262 members 
Entering Unmasked Estep 
Score: -9269371.000000 Penalty: 3672.790771
	Iteration 32Q: 3 clusters Score -9269371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 80270 members 
Entering Unmasked Estep 
Score: -9269366.000000 Penalty: 3672.790771
	Iteration 33Q: 3 clusters Score -9269366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 80278 members 
Entering Unmasked Estep 
Score: -9269375.000000 Penalty: 3672.790771
	Iteration 34Q: 3 clusters Score -9269375 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 80289 members 
Entering Unmasked Estep 
Score: -9269390.000000 Penalty: 3672.790771
	Iteration 35Q: 3 clusters Score -9269390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 80302 members 
Entering Unmasked Estep 
Score: -9269397.000000 Penalty: 3672.790771
	Iteration 36Q: 3 clusters Score -9269397 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 80313 members 
Entering Unmasked Estep 
Score: -9269402.000000 Penalty: 3672.790771
	Iteration 37Q: 3 clusters Score -9269402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 80324 members 
Entering Unmasked Estep 
Score: -9269407.000000 Penalty: 3672.790771
	Iteration 38Q: 3 clusters Score -9269407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 80332 members 
Entering Unmasked Estep 
Score: -9269415.000000 Penalty: 3672.790771
	Iteration 39Q: 3 clusters Score -9269415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 80342 members 
Entering Unmasked Estep 
Score: -9269426.000000 Penalty: 3672.790771
	Iteration 40F: 3 clusters Score -9269426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 80345 members 
Entering Unmasked Estep 
Score: -9269431.000000 Penalty: 3672.790771
	Iteration 41Q: 3 clusters Score -9269431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 80348 members 
Entering Unmasked Estep 
Score: -9269435.000000 Penalty: 3672.790771
	Iteration 42Q: 3 clusters Score -9269435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 80349 members 
Entering Unmasked Estep 
Score: -9269438.000000 Penalty: 3672.790771
	Iteration 43Q: 3 clusters Score -9269438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 80349 members 
Entering Unmasked Estep 
Score: -9269438.000000 Penalty: 3672.790771
	Iteration 44F: 3 clusters Score -9269438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Entering Unmasked Estep 
Score: -87759.031250 Penalty: 1168.239746
	Iteration 0F: 2 clusters Score -87759.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -86647.257812 Penalty: 2336.479492
	Iteration 0F: 3 clusters Score -86647.26 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -89373.429688 Penalty: 2336.479492
	Iteration 1F: 3 clusters Score -89373.43 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -90700.421875 Penalty: 2336.479492
	Iteration 2F: 3 clusters Score -90700.42 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -91157.070312 Penalty: 2336.479492
	Iteration 3F: 3 clusters Score -91157.07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -91396.312500 Penalty: 2336.479492
	Iteration 4Q: 3 clusters Score -91396.31 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -91580.015625 Penalty: 2336.479492
	Iteration 5Q: 3 clusters Score -91580.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -91642.812500 Penalty: 2336.479492
	Iteration 6Q: 3 clusters Score -91642.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -91677.812500 Penalty: 2336.479492
	Iteration 7Q: 3 clusters Score -91677.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -91704.265625 Penalty: 2336.479492
	Iteration 8Q: 3 clusters Score -91704.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -91712.812500 Penalty: 2336.479492
	Iteration 9Q: 3 clusters Score -91712.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -91719.453125 Penalty: 2336.479492
	Iteration 10Q: 3 clusters Score -91719.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -91728.546875 Penalty: 2336.479492
	Iteration 11Q: 3 clusters Score -91728.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -91732.195312 Penalty: 2336.479492
	Iteration 12Q: 3 clusters Score -91732.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -91732.929688 Penalty: 2336.479492
	Iteration 13Q: 3 clusters Score -91732.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -91733.593750 Penalty: 2336.479492
	Iteration 14Q: 3 clusters Score -91733.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -91748.132812 Penalty: 2336.479492
	Iteration 15F: 3 clusters Score -91748.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -91787.914062 Penalty: 2336.479492
	Iteration 16Q: 3 clusters Score -91787.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -91887.203125 Penalty: 2336.479492
	Iteration 17Q: 3 clusters Score -91887.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -91912.492188 Penalty: 2336.479492
	Iteration 18Q: 3 clusters Score -91912.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -91925.898438 Penalty: 2336.479492
	Iteration 19Q: 3 clusters Score -91925.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -91932.375000 Penalty: 2336.479492
	Iteration 20F: 3 clusters Score -91932.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -91933.625000 Penalty: 2336.479492
	Iteration 21Q: 3 clusters Score -91933.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -91934.820312 Penalty: 2336.479492
	Iteration 22Q: 3 clusters Score -91934.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -91936.835938 Penalty: 2336.479492
	Iteration 23Q: 3 clusters Score -91936.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -91940.445312 Penalty: 2336.479492
	Iteration 24Q: 3 clusters Score -91940.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -91940.968750 Penalty: 2336.479492
	Iteration 25Q: 3 clusters Score -91940.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -91940.968750 Penalty: 2336.479492
	Iteration 26F: 3 clusters Score -91940.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 122461 members 
Mstep: Class 3 contains 2263 members 
Mstep: Class 4 contains 12018 members 
Mstep: Class 5 contains 612 members 
Mstep: Class 6 contains 914 members 
Mstep: Class 7 contains 80894 members 
Mstep: Class 8 contains 526 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 187322 members 
Mstep: Class 11 contains 139721 members 
Mstep: Class 12 contains 41260 members 
Mstep: Class 13 contains 113756 members 
Mstep: Class 14 contains 225512 members 
Mstep: Class 15 contains 6747 members 
Mstep: Class 16 contains 202530 members 
Mstep: Class 17 contains 16838 members 
Mstep: Class 18 contains 18937 members 
Mstep: Class 19 contains 37784 members 
Mstep: Class 20 contains 1922 members 
Mstep: Class 21 contains 123339 members 
Mstep: Class 22 contains 106322 members 
Mstep: Class 23 contains 160323 members 
Mstep: Class 24 contains 116536 members 
Mstep: Class 25 contains 683 members 
Mstep: Class 26 contains 1472 members 
Mstep: Class 27 contains 799 members 
Entering Unmasked Estep 
Score: -194317248.000000 Penalty: 63002.347656
Splitting cluster 8 changes total score from -194245584.000000 to -194317248.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 10 (187322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187322 members 
Entering Unmasked Estep 
Score: -21474104.000000 Penalty: 1972.844849
	Iteration 0F: 2 clusters Score -2.14741e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93665 members 
Mstep: Class 2 contains 93657 members 
Entering Unmasked Estep 
Score: -21364106.000000 Penalty: 3945.689697
	Iteration 0F: 3 clusters Score -2.136411e+07 nChanged 90836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96093 members 
Mstep: Class 2 contains 91229 members 
Entering Unmasked Estep 
Score: -21418890.000000 Penalty: 3945.689697
	Iteration 1F: 3 clusters Score -2.141889e+07 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97625 members 
Mstep: Class 2 contains 89697 members 
Entering Unmasked Estep 
Score: -21420266.000000 Penalty: 3945.689697
	Iteration 2Q: 3 clusters Score -2.142027e+07 nChanged 6689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99916 members 
Mstep: Class 2 contains 87406 members 
Entering Unmasked Estep 
Score: -21421854.000000 Penalty: 3945.689697
	Iteration 3Q: 3 clusters Score -2.142185e+07 nChanged 7798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103292 members 
Mstep: Class 2 contains 84030 members 
Entering Unmasked Estep 
Score: -21424150.000000 Penalty: 3945.689697
	Iteration 4Q: 3 clusters Score -2.142415e+07 nChanged 8993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107953 members 
Mstep: Class 2 contains 79369 members 
Entering Unmasked Estep 
Score: -21427374.000000 Penalty: 3945.689697
	Iteration 5Q: 3 clusters Score -2.142737e+07 nChanged 10221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113940 members 
Mstep: Class 2 contains 73382 members 
Entering Unmasked Estep 
Score: -21431908.000000 Penalty: 3945.689697
	Iteration 6F: 3 clusters Score -2.143191e+07 nChanged 11265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120895 members 
Mstep: Class 2 contains 66427 members 
Entering Unmasked Estep 
Score: -21437854.000000 Penalty: 3945.689697
	Iteration 7F: 3 clusters Score -2.143785e+07 nChanged 11827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128210 members 
Mstep: Class 2 contains 59112 members 
Entering Unmasked Estep 
Score: -21445682.000000 Penalty: 3945.689697
	Iteration 8F: 3 clusters Score -2.144568e+07 nChanged 11022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134514 members 
Mstep: Class 2 contains 52808 members 
Entering Unmasked Estep 
Score: -21453202.000000 Penalty: 3945.689697
	Iteration 9F: 3 clusters Score -2.14532e+07 nChanged 9380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138702 members 
Mstep: Class 2 contains 48620 members 
Entering Unmasked Estep 
Score: -21459176.000000 Penalty: 3945.689697
	Iteration 10F: 3 clusters Score -2.145918e+07 nChanged 7265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141089 members 
Mstep: Class 2 contains 46233 members 
Entering Unmasked Estep 
Score: -21462288.000000 Penalty: 3945.689697
	Iteration 11Q: 3 clusters Score -2.146229e+07 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142808 members 
Mstep: Class 2 contains 44514 members 
Entering Unmasked Estep 
Score: -21463450.000000 Penalty: 3945.689697
	Iteration 12Q: 3 clusters Score -2.146345e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144365 members 
Mstep: Class 2 contains 42957 members 
Entering Unmasked Estep 
Score: -21463806.000000 Penalty: 3945.689697
	Iteration 13Q: 3 clusters Score -2.146381e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145816 members 
Mstep: Class 2 contains 41506 members 
Entering Unmasked Estep 
Score: -21464362.000000 Penalty: 3945.689697
	Iteration 14Q: 3 clusters Score -2.146436e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147228 members 
Mstep: Class 2 contains 40094 members 
Entering Unmasked Estep 
Score: -21464718.000000 Penalty: 3945.689697
	Iteration 15Q: 3 clusters Score -2.146472e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148557 members 
Mstep: Class 2 contains 38765 members 
Entering Unmasked Estep 
Score: -21465066.000000 Penalty: 3945.689697
	Iteration 16Q: 3 clusters Score -2.146507e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149853 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -21465384.000000 Penalty: 3945.689697
	Iteration 17Q: 3 clusters Score -2.146538e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151064 members 
Mstep: Class 2 contains 36258 members 
Entering Unmasked Estep 
Score: -21465734.000000 Penalty: 3945.689697
	Iteration 18Q: 3 clusters Score -2.146573e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152267 members 
Mstep: Class 2 contains 35055 members 
Entering Unmasked Estep 
Score: -21466104.000000 Penalty: 3945.689697
	Iteration 19Q: 3 clusters Score -2.14661e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153441 members 
Mstep: Class 2 contains 33881 members 
Entering Unmasked Estep 
Score: -21466496.000000 Penalty: 3945.689697
	Iteration 20F: 3 clusters Score -2.14665e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154615 members 
Mstep: Class 2 contains 32707 members 
Entering Unmasked Estep 
Score: -21466908.000000 Penalty: 3945.689697
	Iteration 21Q: 3 clusters Score -2.146691e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155731 members 
Mstep: Class 2 contains 31591 members 
Entering Unmasked Estep 
Score: -21467226.000000 Penalty: 3945.689697
	Iteration 22Q: 3 clusters Score -2.146723e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156868 members 
Mstep: Class 2 contains 30454 members 
Entering Unmasked Estep 
Score: -21467536.000000 Penalty: 3945.689697
	Iteration 23Q: 3 clusters Score -2.146754e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158013 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -21468000.000000 Penalty: 3945.689697
	Iteration 24Q: 3 clusters Score -2.1468e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159130 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -21468372.000000 Penalty: 3945.689697
	Iteration 25Q: 3 clusters Score -2.146837e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160209 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -21468810.000000 Penalty: 3945.689697
	Iteration 26Q: 3 clusters Score -2.146881e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161275 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -21469256.000000 Penalty: 3945.689697
	Iteration 27Q: 3 clusters Score -2.146926e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162439 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -21469778.000000 Penalty: 3945.689697
	Iteration 28Q: 3 clusters Score -2.146978e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163618 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -21470104.000000 Penalty: 3945.689697
	Iteration 29Q: 3 clusters Score -2.14701e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164819 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -21470546.000000 Penalty: 3945.689697
	Iteration 30Q: 3 clusters Score -2.147055e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165884 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -21470882.000000 Penalty: 3945.689697
	Iteration 31Q: 3 clusters Score -2.147088e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166919 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -21471130.000000 Penalty: 3945.689697
	Iteration 32Q: 3 clusters Score -2.147113e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167941 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -21471656.000000 Penalty: 3945.689697
	Iteration 33Q: 3 clusters Score -2.147166e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168963 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -21472078.000000 Penalty: 3945.689697
	Iteration 34Q: 3 clusters Score -2.147208e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169982 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -21472460.000000 Penalty: 3945.689697
	Iteration 35Q: 3 clusters Score -2.147246e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170981 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -21472748.000000 Penalty: 3945.689697
	Iteration 36Q: 3 clusters Score -2.147275e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171908 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -21473172.000000 Penalty: 3945.689697
	Iteration 37Q: 3 clusters Score -2.147317e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172726 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -21473422.000000 Penalty: 3945.689697
	Iteration 38Q: 3 clusters Score -2.147342e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173454 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -21473582.000000 Penalty: 3945.689697
	Iteration 39Q: 3 clusters Score -2.147358e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174129 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -21473754.000000 Penalty: 3945.689697
	Iteration 40F: 3 clusters Score -2.147375e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174742 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -21473854.000000 Penalty: 3945.689697
	Iteration 41Q: 3 clusters Score -2.147385e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175302 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -21473968.000000 Penalty: 3945.689697
	Iteration 42Q: 3 clusters Score -2.147397e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175816 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -21473954.000000 Penalty: 3945.689697
	Iteration 43Q: 3 clusters Score -2.147395e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176303 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -21474018.000000 Penalty: 3945.689697
	Iteration 44Q: 3 clusters Score -2.147402e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176754 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -21474212.000000 Penalty: 3945.689697
	Iteration 45Q: 3 clusters Score -2.147421e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177189 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -21474294.000000 Penalty: 3945.689697
	Iteration 46Q: 3 clusters Score -2.147429e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177552 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -21474288.000000 Penalty: 3945.689697
	Iteration 47Q: 3 clusters Score -2.147429e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177909 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -21474378.000000 Penalty: 3945.689697
	Iteration 48Q: 3 clusters Score -2.147438e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178214 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -21474330.000000 Penalty: 3945.689697
	Iteration 49Q: 3 clusters Score -2.147433e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178485 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -21474284.000000 Penalty: 3945.689697
	Iteration 50Q: 3 clusters Score -2.147428e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178743 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -21474356.000000 Penalty: 3945.689697
	Iteration 51Q: 3 clusters Score -2.147436e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178979 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -21474376.000000 Penalty: 3945.689697
	Iteration 52Q: 3 clusters Score -2.147438e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179222 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -21474352.000000 Penalty: 3945.689697
	Iteration 53Q: 3 clusters Score -2.147435e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179444 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -21474396.000000 Penalty: 3945.689697
	Iteration 54Q: 3 clusters Score -2.14744e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179641 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -21474394.000000 Penalty: 3945.689697
	Iteration 55Q: 3 clusters Score -2.147439e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179804 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -21474406.000000 Penalty: 3945.689697
	Iteration 56Q: 3 clusters Score -2.147441e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179931 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -21474422.000000 Penalty: 3945.689697
	Iteration 57Q: 3 clusters Score -2.147442e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180039 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -21474408.000000 Penalty: 3945.689697
	Iteration 58Q: 3 clusters Score -2.147441e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180124 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -21474350.000000 Penalty: 3945.689697
	Iteration 59Q: 3 clusters Score -2.147435e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180209 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -21474352.000000 Penalty: 3945.689697
	Iteration 60F: 3 clusters Score -2.147435e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180291 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -21474318.000000 Penalty: 3945.689697
	Iteration 61Q: 3 clusters Score -2.147432e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180379 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -21474326.000000 Penalty: 3945.689697
	Iteration 62Q: 3 clusters Score -2.147433e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180444 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -21474276.000000 Penalty: 3945.689697
	Iteration 63Q: 3 clusters Score -2.147428e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180501 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -21474254.000000 Penalty: 3945.689697
	Iteration 64Q: 3 clusters Score -2.147425e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180555 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -21474264.000000 Penalty: 3945.689697
	Iteration 65Q: 3 clusters Score -2.147426e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180598 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -21474246.000000 Penalty: 3945.689697
	Iteration 66Q: 3 clusters Score -2.147425e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180640 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -21474220.000000 Penalty: 3945.689697
	Iteration 67Q: 3 clusters Score -2.147422e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180690 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -21474210.000000 Penalty: 3945.689697
	Iteration 68Q: 3 clusters Score -2.147421e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180739 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -21474192.000000 Penalty: 3945.689697
	Iteration 69Q: 3 clusters Score -2.147419e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180778 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -21474200.000000 Penalty: 3945.689697
	Iteration 70Q: 3 clusters Score -2.14742e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180814 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -21474196.000000 Penalty: 3945.689697
	Iteration 71Q: 3 clusters Score -2.14742e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180852 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -21474180.000000 Penalty: 3945.689697
	Iteration 72Q: 3 clusters Score -2.147418e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180875 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -21474162.000000 Penalty: 3945.689697
	Iteration 73Q: 3 clusters Score -2.147416e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180901 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -21474166.000000 Penalty: 3945.689697
	Iteration 74Q: 3 clusters Score -2.147417e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180930 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -21474178.000000 Penalty: 3945.689697
	Iteration 75Q: 3 clusters Score -2.147418e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180949 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -21474178.000000 Penalty: 3945.689697
	Iteration 76Q: 3 clusters Score -2.147418e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180962 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -21474192.000000 Penalty: 3945.689697
	Iteration 77Q: 3 clusters Score -2.147419e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180975 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -21474174.000000 Penalty: 3945.689697
	Iteration 78Q: 3 clusters Score -2.147417e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180990 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -21474206.000000 Penalty: 3945.689697
	Iteration 79Q: 3 clusters Score -2.147421e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181004 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -21474208.000000 Penalty: 3945.689697
	Iteration 80F: 3 clusters Score -2.147421e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181014 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -21474178.000000 Penalty: 3945.689697
	Iteration 81Q: 3 clusters Score -2.147418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181017 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -21474190.000000 Penalty: 3945.689697
	Iteration 82Q: 3 clusters Score -2.147419e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181019 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -21474200.000000 Penalty: 3945.689697
	Iteration 83Q: 3 clusters Score -2.14742e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181022 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -21474186.000000 Penalty: 3945.689697
	Iteration 84Q: 3 clusters Score -2.147419e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181028 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -21474172.000000 Penalty: 3945.689697
	Iteration 85Q: 3 clusters Score -2.147417e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181032 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -21474184.000000 Penalty: 3945.689697
	Iteration 86Q: 3 clusters Score -2.147418e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181037 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -21474180.000000 Penalty: 3945.689697
	Iteration 87Q: 3 clusters Score -2.147418e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181044 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -21474194.000000 Penalty: 3945.689697
	Iteration 88Q: 3 clusters Score -2.147419e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181054 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -21474194.000000 Penalty: 3945.689697
	Iteration 89Q: 3 clusters Score -2.147419e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181069 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -21474192.000000 Penalty: 3945.689697
	Iteration 90Q: 3 clusters Score -2.147419e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181084 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -21474174.000000 Penalty: 3945.689697
	Iteration 91Q: 3 clusters Score -2.147417e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181089 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -21474164.000000 Penalty: 3945.689697
	Iteration 92Q: 3 clusters Score -2.147416e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181100 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -21474174.000000 Penalty: 3945.689697
	Iteration 93Q: 3 clusters Score -2.147417e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181113 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -21474170.000000 Penalty: 3945.689697
	Iteration 94Q: 3 clusters Score -2.147417e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181123 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -21474148.000000 Penalty: 3945.689697
	Iteration 95Q: 3 clusters Score -2.147415e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181131 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -21474138.000000 Penalty: 3945.689697
	Iteration 96Q: 3 clusters Score -2.147414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181136 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -21474112.000000 Penalty: 3945.689697
	Iteration 97Q: 3 clusters Score -2.147411e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181143 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -21474116.000000 Penalty: 3945.689697
	Iteration 98Q: 3 clusters Score -2.147412e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181153 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -21474122.000000 Penalty: 3945.689697
	Iteration 99Q: 3 clusters Score -2.147412e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181161 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -21474106.000000 Penalty: 3945.689697
	Iteration 100F: 3 clusters Score -2.147411e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181166 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -21474108.000000 Penalty: 3945.689697
	Iteration 101Q: 3 clusters Score -2.147411e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181174 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -21474088.000000 Penalty: 3945.689697
	Iteration 102Q: 3 clusters Score -2.147409e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181180 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -21474092.000000 Penalty: 3945.689697
	Iteration 103Q: 3 clusters Score -2.147409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181184 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -21474102.000000 Penalty: 3945.689697
	Iteration 104Q: 3 clusters Score -2.14741e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181189 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -21474116.000000 Penalty: 3945.689697
	Iteration 105Q: 3 clusters Score -2.147412e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181195 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -21474114.000000 Penalty: 3945.689697
	Iteration 106Q: 3 clusters Score -2.147411e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181208 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -21474102.000000 Penalty: 3945.689697
	Iteration 107Q: 3 clusters Score -2.14741e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181216 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -21474112.000000 Penalty: 3945.689697
	Iteration 108Q: 3 clusters Score -2.147411e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181217 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -21474108.000000 Penalty: 3945.689697
	Iteration 109Q: 3 clusters Score -2.147411e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181217 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -21474108.000000 Penalty: 3945.689697
	Iteration 110F: 3 clusters Score -2.147411e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 122461 members 
Mstep: Class 3 contains 2263 members 
Mstep: Class 4 contains 12018 members 
Mstep: Class 5 contains 612 members 
Mstep: Class 6 contains 914 members 
Mstep: Class 7 contains 80894 members 
Mstep: Class 8 contains 526 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 181217 members 
Mstep: Class 11 contains 139721 members 
Mstep: Class 12 contains 41260 members 
Mstep: Class 13 contains 113756 members 
Mstep: Class 14 contains 225512 members 
Mstep: Class 15 contains 6747 members 
Mstep: Class 16 contains 202530 members 
Mstep: Class 17 contains 16838 members 
Mstep: Class 18 contains 18937 members 
Mstep: Class 19 contains 37784 members 
Mstep: Class 20 contains 1922 members 
Mstep: Class 21 contains 123339 members 
Mstep: Class 22 contains 106322 members 
Mstep: Class 23 contains 160323 members 
Mstep: Class 24 contains 116536 members 
Mstep: Class 25 contains 683 members 
Mstep: Class 26 contains 1472 members 
Mstep: Class 27 contains 799 members 
Mstep: Class 28 contains 6105 members 
Entering Unmasked Estep 
Score: -194316800.000000 Penalty: 65335.769531
Splitting cluster 10 changes total score from -194245584.000000 to -194316800.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 11 (139721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139721 members 
Entering Unmasked Estep 
Score: -16323260.000000 Penalty: 1925.202881
	Iteration 0F: 2 clusters Score -1.632326e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69914 members 
Mstep: Class 2 contains 69807 members 
Entering Unmasked Estep 
Score: -16248544.000000 Penalty: 3850.405762
	Iteration 0F: 3 clusters Score -1.624854e+07 nChanged 67232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72282 members 
Mstep: Class 2 contains 67439 members 
Entering Unmasked Estep 
Score: -16288076.000000 Penalty: 3850.405762
	Iteration 1F: 3 clusters Score -1.628808e+07 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74066 members 
Mstep: Class 2 contains 65655 members 
Entering Unmasked Estep 
Score: -16289522.000000 Penalty: 3850.405762
	Iteration 2Q: 3 clusters Score -1.628952e+07 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76956 members 
Mstep: Class 2 contains 62765 members 
Entering Unmasked Estep 
Score: -16292202.000000 Penalty: 3850.405762
	Iteration 3Q: 3 clusters Score -1.62922e+07 nChanged 8043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81381 members 
Mstep: Class 2 contains 58340 members 
Entering Unmasked Estep 
Score: -16297463.000000 Penalty: 3850.405762
	Iteration 4F: 3 clusters Score -1.629746e+07 nChanged 10722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88045 members 
Mstep: Class 2 contains 51676 members 
Entering Unmasked Estep 
Score: -16305769.000000 Penalty: 3850.405762
	Iteration 5F: 3 clusters Score -1.630577e+07 nChanged 11984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96697 members 
Mstep: Class 2 contains 43024 members 
Entering Unmasked Estep 
Score: -16314961.000000 Penalty: 3850.405762
	Iteration 6F: 3 clusters Score -1.631496e+07 nChanged 11046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105817 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
Score: -16322112.000000 Penalty: 3850.405762
	Iteration 7F: 3 clusters Score -1.632211e+07 nChanged 8647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113594 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -16326791.000000 Penalty: 3850.405762
	Iteration 8F: 3 clusters Score -1.632679e+07 nChanged 6252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119392 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -16327734.000000 Penalty: 3850.405762
	Iteration 9Q: 3 clusters Score -1.632773e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123933 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -16326899.000000 Penalty: 3850.405762
	Iteration 10Q: 3 clusters Score -1.63269e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127786 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -16326102.000000 Penalty: 3850.405762
	Iteration 11Q: 3 clusters Score -1.63261e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130961 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -16325510.000000 Penalty: 3850.405762
	Iteration 12Q: 3 clusters Score -1.632551e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133308 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -16324687.000000 Penalty: 3850.405762
	Iteration 13Q: 3 clusters Score -1.632469e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135111 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -16324071.000000 Penalty: 3850.405762
	Iteration 14Q: 3 clusters Score -1.632407e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136348 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -16323575.000000 Penalty: 3850.405762
	Iteration 15Q: 3 clusters Score -1.632358e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137219 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -16323347.000000 Penalty: 3850.405762
	Iteration 16Q: 3 clusters Score -1.632335e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137819 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -16323227.000000 Penalty: 3850.405762
	Iteration 17Q: 3 clusters Score -1.632323e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138210 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -16323188.000000 Penalty: 3850.405762
	Iteration 18Q: 3 clusters Score -1.632319e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138441 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -16323222.000000 Penalty: 3850.405762
	Iteration 19Q: 3 clusters Score -1.632322e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138588 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -16323249.000000 Penalty: 3850.405762
	Iteration 20F: 3 clusters Score -1.632325e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138753 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -16323127.000000 Penalty: 3850.405762
	Iteration 21Q: 3 clusters Score -1.632313e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138845 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -16323036.000000 Penalty: 3850.405762
	Iteration 22Q: 3 clusters Score -1.632304e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138905 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -16322965.000000 Penalty: 3850.405762
	Iteration 23Q: 3 clusters Score -1.632296e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138948 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -16322927.000000 Penalty: 3850.405762
	Iteration 24Q: 3 clusters Score -1.632293e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138966 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -16322903.000000 Penalty: 3850.405762
	Iteration 25Q: 3 clusters Score -1.63229e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138993 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -16322909.000000 Penalty: 3850.405762
	Iteration 26Q: 3 clusters Score -1.632291e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139015 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -16322881.000000 Penalty: 3850.405762
	Iteration 27Q: 3 clusters Score -1.632288e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139036 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -16322876.000000 Penalty: 3850.405762
	Iteration 28Q: 3 clusters Score -1.632288e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139055 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -16322876.000000 Penalty: 3850.405762
	Iteration 29Q: 3 clusters Score -1.632288e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139069 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -16322842.000000 Penalty: 3850.405762
	Iteration 30Q: 3 clusters Score -1.632284e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139081 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -16322826.000000 Penalty: 3850.405762
	Iteration 31Q: 3 clusters Score -1.632283e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139091 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -16322790.000000 Penalty: 3850.405762
	Iteration 32Q: 3 clusters Score -1.632279e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139104 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -16322775.000000 Penalty: 3850.405762
	Iteration 33Q: 3 clusters Score -1.632278e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139121 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -16322762.000000 Penalty: 3850.405762
	Iteration 34Q: 3 clusters Score -1.632276e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139129 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -16322754.000000 Penalty: 3850.405762
	Iteration 35Q: 3 clusters Score -1.632275e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139134 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -16322759.000000 Penalty: 3850.405762
	Iteration 36Q: 3 clusters Score -1.632276e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139141 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -16322741.000000 Penalty: 3850.405762
	Iteration 37Q: 3 clusters Score -1.632274e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139148 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -16322743.000000 Penalty: 3850.405762
	Iteration 38Q: 3 clusters Score -1.632274e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139153 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -16322726.000000 Penalty: 3850.405762
	Iteration 39Q: 3 clusters Score -1.632273e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139156 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -16322737.000000 Penalty: 3850.405762
	Iteration 40F: 3 clusters Score -1.632274e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139158 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -16322730.000000 Penalty: 3850.405762
	Iteration 41Q: 3 clusters Score -1.632273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139159 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -16322737.000000 Penalty: 3850.405762
	Iteration 42Q: 3 clusters Score -1.632274e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139159 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -16322737.000000 Penalty: 3850.405762
	Iteration 43F: 3 clusters Score -1.632274e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (41260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41260 members 
Entering Unmasked Estep 
Score: -4524679.000000 Penalty: 1726.992798
	Iteration 0F: 2 clusters Score -4524679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -4496905.500000 Penalty: 3453.985596
	Iteration 0F: 3 clusters Score -4496906 nChanged 19353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -4508045.000000 Penalty: 3453.985596
	Iteration 1F: 3 clusters Score -4508045 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -4508664.000000 Penalty: 3453.985596
	Iteration 2Q: 3 clusters Score -4508664 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -4509444.500000 Penalty: 3453.985596
	Iteration 3Q: 3 clusters Score -4509444 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -4510472.500000 Penalty: 3453.985596
	Iteration 4Q: 3 clusters Score -4510472 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 27566 members 
Entering Unmasked Estep 
Score: -4511920.500000 Penalty: 3453.985596
	Iteration 5F: 3 clusters Score -4511920 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -4513943.000000 Penalty: 3453.985596
	Iteration 6F: 3 clusters Score -4513943 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 32703 members 
Entering Unmasked Estep 
Score: -4516322.500000 Penalty: 3453.985596
	Iteration 7F: 3 clusters Score -4516322 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 35151 members 
Entering Unmasked Estep 
Score: -4518600.000000 Penalty: 3453.985596
	Iteration 8F: 3 clusters Score -4518600 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 37111 members 
Entering Unmasked Estep 
Score: -4520397.500000 Penalty: 3453.985596
	Iteration 9Q: 3 clusters Score -4520398 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 38397 members 
Entering Unmasked Estep 
Score: -4521514.000000 Penalty: 3453.985596
	Iteration 10Q: 3 clusters Score -4521514 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 39235 members 
Entering Unmasked Estep 
Score: -4522230.500000 Penalty: 3453.985596
	Iteration 11Q: 3 clusters Score -4522230 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 39688 members 
Entering Unmasked Estep 
Score: -4522637.500000 Penalty: 3453.985596
	Iteration 12Q: 3 clusters Score -4522638 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 39952 members 
Entering Unmasked Estep 
Score: -4522906.000000 Penalty: 3453.985596
	Iteration 13Q: 3 clusters Score -4522906 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 40112 members 
Entering Unmasked Estep 
Score: -4523098.500000 Penalty: 3453.985596
	Iteration 14Q: 3 clusters Score -4523098 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -4523195.500000 Penalty: 3453.985596
	Iteration 15Q: 3 clusters Score -4523196 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 40232 members 
Entering Unmasked Estep 
Score: -4523278.000000 Penalty: 3453.985596
	Iteration 16Q: 3 clusters Score -4523278 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 40265 members 
Entering Unmasked Estep 
Score: -4523320.500000 Penalty: 3453.985596
	Iteration 17Q: 3 clusters Score -4523320 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 40287 members 
Entering Unmasked Estep 
Score: -4523362.500000 Penalty: 3453.985596
	Iteration 18Q: 3 clusters Score -4523362 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 40304 members 
Entering Unmasked Estep 
Score: -4523407.000000 Penalty: 3453.985596
	Iteration 19Q: 3 clusters Score -4523407 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 40303 members 
Entering Unmasked Estep 
Score: -4523437.500000 Penalty: 3453.985596
	Iteration 20F: 3 clusters Score -4523438 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 40304 members 
Entering Unmasked Estep 
Score: -4523457.500000 Penalty: 3453.985596
	Iteration 21Q: 3 clusters Score -4523458 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 40317 members 
Entering Unmasked Estep 
Score: -4523483.500000 Penalty: 3453.985596
	Iteration 22Q: 3 clusters Score -4523484 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 40326 members 
Entering Unmasked Estep 
Score: -4523497.000000 Penalty: 3453.985596
	Iteration 23Q: 3 clusters Score -4523497 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 40340 members 
Entering Unmasked Estep 
Score: -4523510.500000 Penalty: 3453.985596
	Iteration 24Q: 3 clusters Score -4523510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 40348 members 
Entering Unmasked Estep 
Score: -4523519.000000 Penalty: 3453.985596
	Iteration 25Q: 3 clusters Score -4523519 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 40348 members 
Entering Unmasked Estep 
Score: -4523524.500000 Penalty: 3453.985596
	Iteration 26Q: 3 clusters Score -4523524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 40349 members 
Entering Unmasked Estep 
Score: -4523526.000000 Penalty: 3453.985596
	Iteration 27Q: 3 clusters Score -4523526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 40347 members 
Entering Unmasked Estep 
Score: -4523530.000000 Penalty: 3453.985596
	Iteration 28Q: 3 clusters Score -4523530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 40345 members 
Entering Unmasked Estep 
Score: -4523531.000000 Penalty: 3453.985596
	Iteration 29Q: 3 clusters Score -4523531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 40344 members 
Entering Unmasked Estep 
Score: -4523527.500000 Penalty: 3453.985596
	Iteration 30Q: 3 clusters Score -4523528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 40344 members 
Entering Unmasked Estep 
Score: -4523530.000000 Penalty: 3453.985596
	Iteration 31Q: 3 clusters Score -4523530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 40350 members 
Entering Unmasked Estep 
Score: -4523532.000000 Penalty: 3453.985596
	Iteration 32Q: 3 clusters Score -4523532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 40350 members 
Entering Unmasked Estep 
Score: -4523531.000000 Penalty: 3453.985596
	Iteration 33Q: 3 clusters Score -4523531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 40356 members 
Entering Unmasked Estep 
Score: -4523537.000000 Penalty: 3453.985596
	Iteration 34Q: 3 clusters Score -4523537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 40359 members 
Entering Unmasked Estep 
Score: -4523537.000000 Penalty: 3453.985596
	Iteration 35Q: 3 clusters Score -4523537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 40365 members 
Entering Unmasked Estep 
Score: -4523543.500000 Penalty: 3453.985596
	Iteration 36Q: 3 clusters Score -4523544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 40370 members 
Entering Unmasked Estep 
Score: -4523543.000000 Penalty: 3453.985596
	Iteration 37Q: 3 clusters Score -4523543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 40371 members 
Entering Unmasked Estep 
Score: -4523546.000000 Penalty: 3453.985596
	Iteration 38Q: 3 clusters Score -4523546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 40374 members 
Entering Unmasked Estep 
Score: -4523547.500000 Penalty: 3453.985596
	Iteration 39Q: 3 clusters Score -4523548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 40376 members 
Entering Unmasked Estep 
Score: -4523546.000000 Penalty: 3453.985596
	Iteration 40F: 3 clusters Score -4523546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 40374 members 
Entering Unmasked Estep 
Score: -4523548.500000 Penalty: 3453.985596
	Iteration 41Q: 3 clusters Score -4523548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 40373 members 
Entering Unmasked Estep 
Score: -4523545.000000 Penalty: 3453.985596
	Iteration 42Q: 3 clusters Score -4523545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 40373 members 
Entering Unmasked Estep 
Score: -4523545.000000 Penalty: 3453.985596
	Iteration 43F: 3 clusters Score -4523545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (113756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113756 members 
Entering Unmasked Estep 
Score: -12680443.000000 Penalty: 1891.794312
	Iteration 0F: 2 clusters Score -1.268044e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57031 members 
Mstep: Class 2 contains 56725 members 
Entering Unmasked Estep 
Score: -12604336.000000 Penalty: 3783.588623
	Iteration 0F: 3 clusters Score -1.260434e+07 nChanged 54753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61700 members 
Mstep: Class 2 contains 52056 members 
Entering Unmasked Estep 
Score: -12638656.000000 Penalty: 3783.588623
	Iteration 1F: 3 clusters Score -1.263866e+07 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64486 members 
Mstep: Class 2 contains 49270 members 
Entering Unmasked Estep 
Score: -12641277.000000 Penalty: 3783.588623
	Iteration 2F: 3 clusters Score -1.264128e+07 nChanged 6553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68293 members 
Mstep: Class 2 contains 45463 members 
Entering Unmasked Estep 
Score: -12644916.000000 Penalty: 3783.588623
	Iteration 3F: 3 clusters Score -1.264492e+07 nChanged 7451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73022 members 
Mstep: Class 2 contains 40734 members 
Entering Unmasked Estep 
Score: -12649994.000000 Penalty: 3783.588623
	Iteration 4F: 3 clusters Score -1.264999e+07 nChanged 7597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77977 members 
Mstep: Class 2 contains 35779 members 
Entering Unmasked Estep 
Score: -12656200.000000 Penalty: 3783.588623
	Iteration 5F: 3 clusters Score -1.26562e+07 nChanged 6884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82299 members 
Mstep: Class 2 contains 31457 members 
Entering Unmasked Estep 
Score: -12661928.000000 Penalty: 3783.588623
	Iteration 6F: 3 clusters Score -1.266193e+07 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85623 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -12665734.000000 Penalty: 3783.588623
	Iteration 7Q: 3 clusters Score -1.266573e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88235 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -12667643.000000 Penalty: 3783.588623
	Iteration 8Q: 3 clusters Score -1.266764e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90510 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -12668707.000000 Penalty: 3783.588623
	Iteration 9Q: 3 clusters Score -1.266871e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92645 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -12669622.000000 Penalty: 3783.588623
	Iteration 10Q: 3 clusters Score -1.266962e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94744 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -12670477.000000 Penalty: 3783.588623
	Iteration 11Q: 3 clusters Score -1.267048e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96807 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -12671279.000000 Penalty: 3783.588623
	Iteration 12Q: 3 clusters Score -1.267128e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98867 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -12672102.000000 Penalty: 3783.588623
	Iteration 13Q: 3 clusters Score -1.26721e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100885 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -12673026.000000 Penalty: 3783.588623
	Iteration 14Q: 3 clusters Score -1.267303e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102796 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -12673995.000000 Penalty: 3783.588623
	Iteration 15Q: 3 clusters Score -1.2674e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104541 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -12674846.000000 Penalty: 3783.588623
	Iteration 16Q: 3 clusters Score -1.267485e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106164 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -12675668.000000 Penalty: 3783.588623
	Iteration 17Q: 3 clusters Score -1.267567e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107532 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -12676316.000000 Penalty: 3783.588623
	Iteration 18Q: 3 clusters Score -1.267632e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108643 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -12676892.000000 Penalty: 3783.588623
	Iteration 19Q: 3 clusters Score -1.267689e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109575 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -12677363.000000 Penalty: 3783.588623
	Iteration 20F: 3 clusters Score -1.267736e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110305 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -12677722.000000 Penalty: 3783.588623
	Iteration 21Q: 3 clusters Score -1.267772e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110928 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -12678080.000000 Penalty: 3783.588623
	Iteration 22Q: 3 clusters Score -1.267808e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111404 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -12678311.000000 Penalty: 3783.588623
	Iteration 23Q: 3 clusters Score -1.267831e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111798 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -12678431.000000 Penalty: 3783.588623
	Iteration 24Q: 3 clusters Score -1.267843e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112098 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -12678566.000000 Penalty: 3783.588623
	Iteration 25Q: 3 clusters Score -1.267857e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112296 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -12678665.000000 Penalty: 3783.588623
	Iteration 26Q: 3 clusters Score -1.267866e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112436 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -12678679.000000 Penalty: 3783.588623
	Iteration 27Q: 3 clusters Score -1.267868e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112545 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -12678741.000000 Penalty: 3783.588623
	Iteration 28Q: 3 clusters Score -1.267874e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112623 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -12678772.000000 Penalty: 3783.588623
	Iteration 29Q: 3 clusters Score -1.267877e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112683 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -12678793.000000 Penalty: 3783.588623
	Iteration 30Q: 3 clusters Score -1.267879e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112737 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -12678810.000000 Penalty: 3783.588623
	Iteration 31Q: 3 clusters Score -1.267881e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112771 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -12678818.000000 Penalty: 3783.588623
	Iteration 32Q: 3 clusters Score -1.267882e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112805 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -12678815.000000 Penalty: 3783.588623
	Iteration 33Q: 3 clusters Score -1.267882e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112835 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -12678801.000000 Penalty: 3783.588623
	Iteration 34Q: 3 clusters Score -1.26788e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112861 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -12678820.000000 Penalty: 3783.588623
	Iteration 35Q: 3 clusters Score -1.267882e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112890 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -12678836.000000 Penalty: 3783.588623
	Iteration 36Q: 3 clusters Score -1.267884e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112907 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -12678854.000000 Penalty: 3783.588623
	Iteration 37Q: 3 clusters Score -1.267885e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112925 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -12678875.000000 Penalty: 3783.588623
	Iteration 38Q: 3 clusters Score -1.267888e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112945 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -12678881.000000 Penalty: 3783.588623
	Iteration 39Q: 3 clusters Score -1.267888e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112960 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -12678913.000000 Penalty: 3783.588623
	Iteration 40F: 3 clusters Score -1.267891e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112975 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -12678907.000000 Penalty: 3783.588623
	Iteration 41Q: 3 clusters Score -1.267891e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112983 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -12678920.000000 Penalty: 3783.588623
	Iteration 42Q: 3 clusters Score -1.267892e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112988 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -12678922.000000 Penalty: 3783.588623
	Iteration 43Q: 3 clusters Score -1.267892e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112990 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -12678922.000000 Penalty: 3783.588623
	Iteration 44Q: 3 clusters Score -1.267892e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112990 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -12678926.000000 Penalty: 3783.588623
	Iteration 45Q: 3 clusters Score -1.267893e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112991 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -12678927.000000 Penalty: 3783.588623
	Iteration 46Q: 3 clusters Score -1.267893e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112991 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -12678927.000000 Penalty: 3783.588623
	Iteration 47F: 3 clusters Score -1.267893e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (225512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225512 members 
Entering Unmasked Estep 
Score: -26317654.000000 Penalty: 2002.995972
	Iteration 0F: 2 clusters Score -2.631765e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112997 members 
Mstep: Class 2 contains 112515 members 
Entering Unmasked Estep 
Score: -26229568.000000 Penalty: 4005.991943
	Iteration 0F: 3 clusters Score -2.622957e+07 nChanged 109492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111633 members 
Mstep: Class 2 contains 113879 members 
Entering Unmasked Estep 
Score: -26297940.000000 Penalty: 4005.991943
	Iteration 1F: 3 clusters Score -2.629794e+07 nChanged 11851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109622 members 
Mstep: Class 2 contains 115890 members 
Entering Unmasked Estep 
Score: -26301446.000000 Penalty: 4005.991943
	Iteration 2F: 3 clusters Score -2.630145e+07 nChanged 14145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109231 members 
Mstep: Class 2 contains 116281 members 
Entering Unmasked Estep 
Score: -26308836.000000 Penalty: 4005.991943
	Iteration 3F: 3 clusters Score -2.630884e+07 nChanged 16457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111238 members 
Mstep: Class 2 contains 114274 members 
Entering Unmasked Estep 
Score: -26320700.000000 Penalty: 4005.991943
	Iteration 4F: 3 clusters Score -2.63207e+07 nChanged 17982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115304 members 
Mstep: Class 2 contains 110208 members 
Entering Unmasked Estep 
Score: -26334660.000000 Penalty: 4005.991943
	Iteration 5F: 3 clusters Score -2.633466e+07 nChanged 17156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120718 members 
Mstep: Class 2 contains 104794 members 
Entering Unmasked Estep 
Score: -26344222.000000 Penalty: 4005.991943
	Iteration 6F: 3 clusters Score -2.634422e+07 nChanged 12398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126026 members 
Mstep: Class 2 contains 99486 members 
Entering Unmasked Estep 
Score: -26346852.000000 Penalty: 4005.991943
	Iteration 7F: 3 clusters Score -2.634685e+07 nChanged 7900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130316 members 
Mstep: Class 2 contains 95196 members 
Entering Unmasked Estep 
Score: -26347124.000000 Penalty: 4005.991943
	Iteration 8Q: 3 clusters Score -2.634712e+07 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132693 members 
Mstep: Class 2 contains 92819 members 
Entering Unmasked Estep 
Score: -26346686.000000 Penalty: 4005.991943
	Iteration 9Q: 3 clusters Score -2.634669e+07 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133685 members 
Mstep: Class 2 contains 91827 members 
Entering Unmasked Estep 
Score: -26346310.000000 Penalty: 4005.991943
	Iteration 10Q: 3 clusters Score -2.634631e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133581 members 
Mstep: Class 2 contains 91931 members 
Entering Unmasked Estep 
Score: -26346210.000000 Penalty: 4005.991943
	Iteration 11Q: 3 clusters Score -2.634621e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132744 members 
Mstep: Class 2 contains 92768 members 
Entering Unmasked Estep 
Score: -26346558.000000 Penalty: 4005.991943
	Iteration 12Q: 3 clusters Score -2.634656e+07 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131244 members 
Mstep: Class 2 contains 94268 members 
Entering Unmasked Estep 
Score: -26347420.000000 Penalty: 4005.991943
	Iteration 13Q: 3 clusters Score -2.634742e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129434 members 
Mstep: Class 2 contains 96078 members 
Entering Unmasked Estep 
Score: -26348338.000000 Penalty: 4005.991943
	Iteration 14Q: 3 clusters Score -2.634834e+07 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127349 members 
Mstep: Class 2 contains 98163 members 
Entering Unmasked Estep 
Score: -26348898.000000 Penalty: 4005.991943
	Iteration 15Q: 3 clusters Score -2.63489e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125584 members 
Mstep: Class 2 contains 99928 members 
Entering Unmasked Estep 
Score: -26349274.000000 Penalty: 4005.991943
	Iteration 16Q: 3 clusters Score -2.634927e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124348 members 
Mstep: Class 2 contains 101164 members 
Entering Unmasked Estep 
Score: -26349674.000000 Penalty: 4005.991943
	Iteration 17Q: 3 clusters Score -2.634967e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123681 members 
Mstep: Class 2 contains 101831 members 
Entering Unmasked Estep 
Score: -26350280.000000 Penalty: 4005.991943
	Iteration 18Q: 3 clusters Score -2.635028e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123320 members 
Mstep: Class 2 contains 102192 members 
Entering Unmasked Estep 
Score: -26350804.000000 Penalty: 4005.991943
	Iteration 19Q: 3 clusters Score -2.63508e+07 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123383 members 
Mstep: Class 2 contains 102129 members 
Entering Unmasked Estep 
Score: -26351218.000000 Penalty: 4005.991943
	Iteration 20F: 3 clusters Score -2.635122e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123831 members 
Mstep: Class 2 contains 101681 members 
Entering Unmasked Estep 
Score: -26351478.000000 Penalty: 4005.991943
	Iteration 21Q: 3 clusters Score -2.635148e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124333 members 
Mstep: Class 2 contains 101179 members 
Entering Unmasked Estep 
Score: -26352036.000000 Penalty: 4005.991943
	Iteration 22Q: 3 clusters Score -2.635204e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125039 members 
Mstep: Class 2 contains 100473 members 
Entering Unmasked Estep 
Score: -26352376.000000 Penalty: 4005.991943
	Iteration 23Q: 3 clusters Score -2.635238e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125723 members 
Mstep: Class 2 contains 99789 members 
Entering Unmasked Estep 
Score: -26352990.000000 Penalty: 4005.991943
	Iteration 24Q: 3 clusters Score -2.635299e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126303 members 
Mstep: Class 2 contains 99209 members 
Entering Unmasked Estep 
Score: -26353244.000000 Penalty: 4005.991943
	Iteration 25Q: 3 clusters Score -2.635324e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126822 members 
Mstep: Class 2 contains 98690 members 
Entering Unmasked Estep 
Score: -26353694.000000 Penalty: 4005.991943
	Iteration 26Q: 3 clusters Score -2.635369e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127313 members 
Mstep: Class 2 contains 98199 members 
Entering Unmasked Estep 
Score: -26353952.000000 Penalty: 4005.991943
	Iteration 27Q: 3 clusters Score -2.635395e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127803 members 
Mstep: Class 2 contains 97709 members 
Entering Unmasked Estep 
Score: -26354078.000000 Penalty: 4005.991943
	Iteration 28Q: 3 clusters Score -2.635408e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128209 members 
Mstep: Class 2 contains 97303 members 
Entering Unmasked Estep 
Score: -26354162.000000 Penalty: 4005.991943
	Iteration 29Q: 3 clusters Score -2.635416e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128560 members 
Mstep: Class 2 contains 96952 members 
Entering Unmasked Estep 
Score: -26354422.000000 Penalty: 4005.991943
	Iteration 30Q: 3 clusters Score -2.635442e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128797 members 
Mstep: Class 2 contains 96715 members 
Entering Unmasked Estep 
Score: -26354410.000000 Penalty: 4005.991943
	Iteration 31Q: 3 clusters Score -2.635441e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128923 members 
Mstep: Class 2 contains 96589 members 
Entering Unmasked Estep 
Score: -26354428.000000 Penalty: 4005.991943
	Iteration 32Q: 3 clusters Score -2.635443e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129061 members 
Mstep: Class 2 contains 96451 members 
Entering Unmasked Estep 
Score: -26354438.000000 Penalty: 4005.991943
	Iteration 33Q: 3 clusters Score -2.635444e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129054 members 
Mstep: Class 2 contains 96458 members 
Entering Unmasked Estep 
Score: -26354612.000000 Penalty: 4005.991943
	Iteration 34Q: 3 clusters Score -2.635461e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128987 members 
Mstep: Class 2 contains 96525 members 
Entering Unmasked Estep 
Score: -26354628.000000 Penalty: 4005.991943
	Iteration 35Q: 3 clusters Score -2.635463e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128964 members 
Mstep: Class 2 contains 96548 members 
Entering Unmasked Estep 
Score: -26354638.000000 Penalty: 4005.991943
	Iteration 36Q: 3 clusters Score -2.635464e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128948 members 
Mstep: Class 2 contains 96564 members 
Entering Unmasked Estep 
Score: -26354682.000000 Penalty: 4005.991943
	Iteration 37Q: 3 clusters Score -2.635468e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128942 members 
Mstep: Class 2 contains 96570 members 
Entering Unmasked Estep 
Score: -26354810.000000 Penalty: 4005.991943
	Iteration 38Q: 3 clusters Score -2.635481e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128877 members 
Mstep: Class 2 contains 96635 members 
Entering Unmasked Estep 
Score: -26354772.000000 Penalty: 4005.991943
	Iteration 39Q: 3 clusters Score -2.635477e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128825 members 
Mstep: Class 2 contains 96687 members 
Entering Unmasked Estep 
Score: -26354758.000000 Penalty: 4005.991943
	Iteration 40F: 3 clusters Score -2.635476e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128837 members 
Mstep: Class 2 contains 96675 members 
Entering Unmasked Estep 
Score: -26354702.000000 Penalty: 4005.991943
	Iteration 41Q: 3 clusters Score -2.63547e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128913 members 
Mstep: Class 2 contains 96599 members 
Entering Unmasked Estep 
Score: -26354794.000000 Penalty: 4005.991943
	Iteration 42Q: 3 clusters Score -2.635479e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128969 members 
Mstep: Class 2 contains 96543 members 
Entering Unmasked Estep 
Score: -26354810.000000 Penalty: 4005.991943
	Iteration 43Q: 3 clusters Score -2.635481e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128990 members 
Mstep: Class 2 contains 96522 members 
Entering Unmasked Estep 
Score: -26354880.000000 Penalty: 4005.991943
	Iteration 44Q: 3 clusters Score -2.635488e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129002 members 
Mstep: Class 2 contains 96510 members 
Entering Unmasked Estep 
Score: -26354888.000000 Penalty: 4005.991943
	Iteration 45Q: 3 clusters Score -2.635489e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129016 members 
Mstep: Class 2 contains 96496 members 
Entering Unmasked Estep 
Score: -26354946.000000 Penalty: 4005.991943
	Iteration 46Q: 3 clusters Score -2.635495e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129014 members 
Mstep: Class 2 contains 96498 members 
Entering Unmasked Estep 
Score: -26355010.000000 Penalty: 4005.991943
	Iteration 47Q: 3 clusters Score -2.635501e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129001 members 
Mstep: Class 2 contains 96511 members 
Entering Unmasked Estep 
Score: -26354958.000000 Penalty: 4005.991943
	Iteration 48Q: 3 clusters Score -2.635496e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128952 members 
Mstep: Class 2 contains 96560 members 
Entering Unmasked Estep 
Score: -26354912.000000 Penalty: 4005.991943
	Iteration 49Q: 3 clusters Score -2.635491e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128932 members 
Mstep: Class 2 contains 96580 members 
Entering Unmasked Estep 
Score: -26354904.000000 Penalty: 4005.991943
	Iteration 50Q: 3 clusters Score -2.63549e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128939 members 
Mstep: Class 2 contains 96573 members 
Entering Unmasked Estep 
Score: -26354886.000000 Penalty: 4005.991943
	Iteration 51Q: 3 clusters Score -2.635489e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128927 members 
Mstep: Class 2 contains 96585 members 
Entering Unmasked Estep 
Score: -26354884.000000 Penalty: 4005.991943
	Iteration 52Q: 3 clusters Score -2.635488e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128894 members 
Mstep: Class 2 contains 96618 members 
Entering Unmasked Estep 
Score: -26354858.000000 Penalty: 4005.991943
	Iteration 53Q: 3 clusters Score -2.635486e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128901 members 
Mstep: Class 2 contains 96611 members 
Entering Unmasked Estep 
Score: -26354916.000000 Penalty: 4005.991943
	Iteration 54Q: 3 clusters Score -2.635492e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128939 members 
Mstep: Class 2 contains 96573 members 
Entering Unmasked Estep 
Score: -26354906.000000 Penalty: 4005.991943
	Iteration 55Q: 3 clusters Score -2.635491e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128953 members 
Mstep: Class 2 contains 96559 members 
Entering Unmasked Estep 
Score: -26354860.000000 Penalty: 4005.991943
	Iteration 56Q: 3 clusters Score -2.635486e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128964 members 
Mstep: Class 2 contains 96548 members 
Entering Unmasked Estep 
Score: -26354850.000000 Penalty: 4005.991943
	Iteration 57Q: 3 clusters Score -2.635485e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128971 members 
Mstep: Class 2 contains 96541 members 
Entering Unmasked Estep 
Score: -26354884.000000 Penalty: 4005.991943
	Iteration 58Q: 3 clusters Score -2.635488e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128973 members 
Mstep: Class 2 contains 96539 members 
Entering Unmasked Estep 
Score: -26354912.000000 Penalty: 4005.991943
	Iteration 59Q: 3 clusters Score -2.635491e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128962 members 
Mstep: Class 2 contains 96550 members 
Entering Unmasked Estep 
Score: -26354950.000000 Penalty: 4005.991943
	Iteration 60F: 3 clusters Score -2.635495e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128965 members 
Mstep: Class 2 contains 96547 members 
Entering Unmasked Estep 
Score: -26355038.000000 Penalty: 4005.991943
	Iteration 61Q: 3 clusters Score -2.635504e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128956 members 
Mstep: Class 2 contains 96556 members 
Entering Unmasked Estep 
Score: -26355040.000000 Penalty: 4005.991943
	Iteration 62Q: 3 clusters Score -2.635504e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128942 members 
Mstep: Class 2 contains 96570 members 
Entering Unmasked Estep 
Score: -26355080.000000 Penalty: 4005.991943
	Iteration 63Q: 3 clusters Score -2.635508e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128962 members 
Mstep: Class 2 contains 96550 members 
Entering Unmasked Estep 
Score: -26355046.000000 Penalty: 4005.991943
	Iteration 64Q: 3 clusters Score -2.635505e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128971 members 
Mstep: Class 2 contains 96541 members 
Entering Unmasked Estep 
Score: -26355038.000000 Penalty: 4005.991943
	Iteration 65Q: 3 clusters Score -2.635504e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128960 members 
Mstep: Class 2 contains 96552 members 
Entering Unmasked Estep 
Score: -26354970.000000 Penalty: 4005.991943
	Iteration 66Q: 3 clusters Score -2.635497e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128932 members 
Mstep: Class 2 contains 96580 members 
Entering Unmasked Estep 
Score: -26354942.000000 Penalty: 4005.991943
	Iteration 67Q: 3 clusters Score -2.635494e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128912 members 
Mstep: Class 2 contains 96600 members 
Entering Unmasked Estep 
Score: -26354942.000000 Penalty: 4005.991943
	Iteration 68Q: 3 clusters Score -2.635494e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128931 members 
Mstep: Class 2 contains 96581 members 
Entering Unmasked Estep 
Score: -26354916.000000 Penalty: 4005.991943
	Iteration 69Q: 3 clusters Score -2.635492e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128967 members 
Mstep: Class 2 contains 96545 members 
Entering Unmasked Estep 
Score: -26354936.000000 Penalty: 4005.991943
	Iteration 70Q: 3 clusters Score -2.635494e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129015 members 
Mstep: Class 2 contains 96497 members 
Entering Unmasked Estep 
Score: -26354922.000000 Penalty: 4005.991943
	Iteration 71Q: 3 clusters Score -2.635492e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129034 members 
Mstep: Class 2 contains 96478 members 
Entering Unmasked Estep 
Score: -26354938.000000 Penalty: 4005.991943
	Iteration 72Q: 3 clusters Score -2.635494e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129042 members 
Mstep: Class 2 contains 96470 members 
Entering Unmasked Estep 
Score: -26354984.000000 Penalty: 4005.991943
	Iteration 73Q: 3 clusters Score -2.635498e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129009 members 
Mstep: Class 2 contains 96503 members 
Entering Unmasked Estep 
Score: -26354924.000000 Penalty: 4005.991943
	Iteration 74Q: 3 clusters Score -2.635492e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128991 members 
Mstep: Class 2 contains 96521 members 
Entering Unmasked Estep 
Score: -26354918.000000 Penalty: 4005.991943
	Iteration 75Q: 3 clusters Score -2.635492e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128977 members 
Mstep: Class 2 contains 96535 members 
Entering Unmasked Estep 
Score: -26354924.000000 Penalty: 4005.991943
	Iteration 76Q: 3 clusters Score -2.635492e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128964 members 
Mstep: Class 2 contains 96548 members 
Entering Unmasked Estep 
Score: -26354882.000000 Penalty: 4005.991943
	Iteration 77Q: 3 clusters Score -2.635488e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128967 members 
Mstep: Class 2 contains 96545 members 
Entering Unmasked Estep 
Score: -26354906.000000 Penalty: 4005.991943
	Iteration 78Q: 3 clusters Score -2.635491e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128980 members 
Mstep: Class 2 contains 96532 members 
Entering Unmasked Estep 
Score: -26354896.000000 Penalty: 4005.991943
	Iteration 79Q: 3 clusters Score -2.63549e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128976 members 
Mstep: Class 2 contains 96536 members 
Entering Unmasked Estep 
Score: -26354868.000000 Penalty: 4005.991943
	Iteration 80F: 3 clusters Score -2.635487e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128969 members 
Mstep: Class 2 contains 96543 members 
Entering Unmasked Estep 
Score: -26354880.000000 Penalty: 4005.991943
	Iteration 81Q: 3 clusters Score -2.635488e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128974 members 
Mstep: Class 2 contains 96538 members 
Entering Unmasked Estep 
Score: -26354844.000000 Penalty: 4005.991943
	Iteration 82Q: 3 clusters Score -2.635484e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128973 members 
Mstep: Class 2 contains 96539 members 
Entering Unmasked Estep 
Score: -26354866.000000 Penalty: 4005.991943
	Iteration 83Q: 3 clusters Score -2.635487e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128957 members 
Mstep: Class 2 contains 96555 members 
Entering Unmasked Estep 
Score: -26354876.000000 Penalty: 4005.991943
	Iteration 84Q: 3 clusters Score -2.635488e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128941 members 
Mstep: Class 2 contains 96571 members 
Entering Unmasked Estep 
Score: -26354862.000000 Penalty: 4005.991943
	Iteration 85Q: 3 clusters Score -2.635486e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128940 members 
Mstep: Class 2 contains 96572 members 
Entering Unmasked Estep 
Score: -26354890.000000 Penalty: 4005.991943
	Iteration 86Q: 3 clusters Score -2.635489e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128941 members 
Mstep: Class 2 contains 96571 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2.63549e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128934 members 
Mstep: Class 2 contains 96578 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2.635488e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128928 members 
Mstep: Class 2 contains 96584 members 
Entering Unmasked Estep 
Score: -26354882.000000 Penalty: 4005.991943
	Iteration 89Q: 3 clusters Score -2.635488e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128924 members 
Mstep: Class 2 contains 96588 members 
Entering Unmasked Estep 
Score: -26354886.000000 Penalty: 4005.991943
	Iteration 90Q: 3 clusters Score -2.635489e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128913 members 
Mstep: Class 2 contains 96599 members 
Entering Unmasked Estep 
Score: -26354894.000000 Penalty: 4005.991943
	Iteration 91Q: 3 clusters Score -2.635489e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128908 members 
Mstep: Class 2 contains 96604 members 
Entering Unmasked Estep 
Score: -26354910.000000 Penalty: 4005.991943
	Iteration 92Q: 3 clusters Score -2.635491e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128907 members 
Mstep: Class 2 contains 96605 members 
Entering Unmasked Estep 
Score: -26354912.000000 Penalty: 4005.991943
	Iteration 93Q: 3 clusters Score -2.635491e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128906 members 
Mstep: Class 2 contains 96606 members 
Entering Unmasked Estep 
Score: -26354910.000000 Penalty: 4005.991943
	Iteration 94Q: 3 clusters Score -2.635491e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128906 members 
Mstep: Class 2 contains 96606 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2.63549e+07 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128906 members 
Mstep: Class 2 contains 96606 members 
Entering Unmasked Estep 
Score: -26354932.000000 Penalty: 4005.991943
	Iteration 96Q: 3 clusters Score -2.635493e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128912 members 
Mstep: Class 2 contains 96600 members 
Entering Unmasked Estep 
Score: -26354930.000000 Penalty: 4005.991943
	Iteration 97Q: 3 clusters Score -2.635493e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128913 members 
Mstep: Class 2 contains 96599 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2.635493e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128912 members 
Mstep: Class 2 contains 96600 members 
Entering Unmasked Estep 
Score: -26354966.000000 Penalty: 4005.991943
	Iteration 99Q: 3 clusters Score -2.635497e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128905 members 
Mstep: Class 2 contains 96607 members 
Entering Unmasked Estep 
Score: -26354952.000000 Penalty: 4005.991943
	Iteration 100F: 3 clusters Score -2.635495e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128908 members 
Mstep: Class 2 contains 96604 members 
Entering Unmasked Estep 
Score: -26354970.000000 Penalty: 4005.991943
	Iteration 101Q: 3 clusters Score -2.635497e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128904 members 
Mstep: Class 2 contains 96608 members 
Entering Unmasked Estep 
Score: -26354970.000000 Penalty: 4005.991943
	Iteration 102Q: 3 clusters Score -2.635497e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128905 members 
Mstep: Class 2 contains 96607 members 
Entering Unmasked Estep 
Score: -26354958.000000 Penalty: 4005.991943
	Iteration 103Q: 3 clusters Score -2.635496e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128904 members 
Mstep: Class 2 contains 96608 members 
Entering Unmasked Estep 
Score: -26354948.000000 Penalty: 4005.991943
	Iteration 104Q: 3 clusters Score -2.635495e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128905 members 
Mstep: Class 2 contains 96607 members 
Entering Unmasked Estep 
Score: -26354940.000000 Penalty: 4005.991943
	Iteration 105Q: 3 clusters Score -2.635494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128907 members 
Mstep: Class 2 contains 96605 members 
Entering Unmasked Estep 
Score: -26354950.000000 Penalty: 4005.991943
	Iteration 106Q: 3 clusters Score -2.635495e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128907 members 
Mstep: Class 2 contains 96605 members 
Entering Unmasked Estep 
Score: -26354962.000000 Penalty: 4005.991943
	Iteration 107Q: 3 clusters Score -2.635496e+07 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128908 members 
Mstep: Class 2 contains 96604 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2.635496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128908 members 
Mstep: Class 2 contains 96604 members 
Entering Unmasked Estep 
Score: -26354960.000000 Penalty: 4005.991943
	Iteration 109Q: 3 clusters Score -2.635496e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128909 members 
Mstep: Class 2 contains 96603 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2.635495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128911 members 
Mstep: Class 2 contains 96601 members 
Entering Unmasked Estep 
Score: -26354938.000000 Penalty: 4005.991943
	Iteration 111Q: 3 clusters Score -2.635494e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128916 members 
Mstep: Class 2 contains 96596 members 
Entering Unmasked Estep 
Score: -26354940.000000 Penalty: 4005.991943
	Iteration 112Q: 3 clusters Score -2.635494e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128921 members 
Mstep: Class 2 contains 96591 members 
Entering Unmasked Estep 
Score: -26354942.000000 Penalty: 4005.991943
	Iteration 113Q: 3 clusters Score -2.635494e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128924 members 
Mstep: Class 2 contains 96588 members 
Entering Unmasked Estep 
Score: -26354930.000000 Penalty: 4005.991943
	Iteration 114Q: 3 clusters Score -2.635493e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128927 members 
Mstep: Class 2 contains 96585 members 
Entering Unmasked Estep 
Score: -26354928.000000 Penalty: 4005.991943
	Iteration 115Q: 3 clusters Score -2.635493e+07 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128928 members 
Mstep: Class 2 contains 96584 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2.635494e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128929 members 
Mstep: Class 2 contains 96583 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2.635492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128929 members 
Mstep: Class 2 contains 96583 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2.635493e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128931 members 
Mstep: Class 2 contains 96581 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2.635494e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128930 members 
Mstep: Class 2 contains 96582 members 
Entering Unmasked Estep 
Score: -26354938.000000 Penalty: 4005.991943
	Iteration 120F: 3 clusters Score -2.635494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128928 members 
Mstep: Class 2 contains 96584 members 
Entering Unmasked Estep 
Score: -26354936.000000 Penalty: 4005.991943
	Iteration 121Q: 3 clusters Score -2.635494e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128926 members 
Mstep: Class 2 contains 96586 members 
Entering Unmasked Estep 
Score: -26354956.000000 Penalty: 4005.991943
	Iteration 122Q: 3 clusters Score -2.635496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128926 members 
Mstep: Class 2 contains 96586 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2.635495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128926 members 
Mstep: Class 2 contains 96586 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2.635495e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128924 members 
Mstep: Class 2 contains 96588 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2.635496e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128925 members 
Mstep: Class 2 contains 96587 members 
Entering Unmasked Estep 
Score: -26354946.000000 Penalty: 4005.991943
	Iteration 126Q: 3 clusters Score -2.635495e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128927 members 
Mstep: Class 2 contains 96585 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2.635493e+07 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128931 members 
Mstep: Class 2 contains 96581 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2.635494e+07 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128933 members 
Mstep: Class 2 contains 96579 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2.63549e+07 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128929 members 
Mstep: Class 2 contains 96583 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2.635491e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128926 members 
Mstep: Class 2 contains 96586 members 
Entering Unmasked Estep 
Score: -26354904.000000 Penalty: 4005.991943
	Iteration 131Q: 3 clusters Score -2.63549e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128922 members 
Mstep: Class 2 contains 96590 members 
Entering Unmasked Estep 
Score: -26354894.000000 Penalty: 4005.991943
	Iteration 132Q: 3 clusters Score -2.635489e+07 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128927 members 
Mstep: Class 2 contains 96585 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2.635491e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128938 members 
Mstep: Class 2 contains 96574 members 
Entering Unmasked Estep 
Score: -26354920.000000 Penalty: 4005.991943
	Iteration 134Q: 3 clusters Score -2.635492e+07 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128936 members 
Mstep: Class 2 contains 96576 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2.635492e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128937 members 
Mstep: Class 2 contains 96575 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2.635494e+07 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 2 contains 96575 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2.635493e+07 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 2 contains 96583 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2.635495e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128919 members 
Mstep: Class 2 contains 96593 members 
Entering Unmasked Estep 
Score: -26354972.000000 Penalty: 4005.991943
	Iteration 139Q: 3 clusters Score -2.635497e+07 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128912 members 
Mstep: Class 2 contains 96600 members 
Entering Unmasked Estep 
Score: -26354960.000000 Penalty: 4005.991943
	Iteration 140F: 3 clusters Score -2.635496e+07 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128906 members 
Mstep: Class 2 contains 96606 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2.635496e+07 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 2 contains 96609 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2.635498e+07 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 2 contains 96609 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2.635499e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 96602 members 
Entering Unmasked Estep 
Score: -26354968.000000 Penalty: 4005.991943
	Iteration 144Q: 3 clusters Score -2.635497e+07 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 128911 members 
Mstep: Class 2 contains 96601 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2.635498e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 96596 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2.635498e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 96599 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2.635497e+07 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 96594 members 
Entering Unmasked Estep 
Score: -26354982.000000 Penalty: 4005.991943
	Iteration 148Q: 3 clusters Score -2.635498e+07 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 96591 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2.635497e+07 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 2 contains 96592 members 
Entering Unmasked Estep 
Score: -26354968.000000 Penalty: 4005.991943
	Iteration 150Q: 3 clusters Score -2.635497e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128921 members 
Mstep: Class 2 contains 96591 members 
Entering Unmasked Estep 
Score: -26354986.000000 Penalty: 4005.991943
	Iteration 151Q: 3 clusters Score -2.635499e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128921 members 
Mstep: Class 2 contains 96591 members 
Entering Unmasked Estep 
Score: -26354982.000000 Penalty: 4005.991943
	Iteration 152Q: 3 clusters Score -2.635498e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128918 members 
Mstep: Class 2 contains 96594 members 
Entering Unmasked Estep 
Score: -26354992.000000 Penalty: 4005.991943
	Iteration 153Q: 3 clusters Score -2.635499e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128919 members 
Mstep: Class 2 contains 96593 members 
Entering Unmasked Estep 
Score: -26354972.000000 Penalty: 4005.991943
	Iteration 154Q: 3 clusters Score -2.635497e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128921 members 
Mstep: Class 2 contains 96591 members 
Entering Unmasked Estep 
Score: -26354956.000000 Penalty: 4005.991943
	Iteration 155Q: 3 clusters Score -2.635496e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128922 members 
Mstep: Class 2 contains 96590 members 
Entering Unmasked Estep 
Score: -26354964.000000 Penalty: 4005.991943
	Iteration 156Q: 3 clusters Score -2.635496e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128923 members 
Mstep: Class 2 contains 96589 members 
Entering Unmasked Estep 
Score: -26354972.000000 Penalty: 4005.991943
	Iteration 157Q: 3 clusters Score -2.635497e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128924 members 
Mstep: Class 2 contains 96588 members 
Entering Unmasked Estep 
Score: -26354966.000000 Penalty: 4005.991943
	Iteration 158Q: 3 clusters Score -2.635497e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128923 members 
Mstep: Class 2 contains 96589 members 
Entering Unmasked Estep 
Score: -26354960.000000 Penalty: 4005.991943
	Iteration 159Q: 3 clusters Score -2.635496e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128920 members 
Mstep: Class 2 contains 96592 members 
Entering Unmasked Estep 
Score: -26354952.000000 Penalty: 4005.991943
	Iteration 160F: 3 clusters Score -2.635495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128918 members 
Mstep: Class 2 contains 96594 members 
Entering Unmasked Estep 
Score: -26354944.000000 Penalty: 4005.991943
	Iteration 161Q: 3 clusters Score -2.635494e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128916 members 
Mstep: Class 2 contains 96596 members 
Entering Unmasked Estep 
Score: -26354952.000000 Penalty: 4005.991943
	Iteration 162Q: 3 clusters Score -2.635495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128915 members 
Mstep: Class 2 contains 96597 members 
Entering Unmasked Estep 
Score: -26354938.000000 Penalty: 4005.991943
	Iteration 163Q: 3 clusters Score -2.635494e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128915 members 
Mstep: Class 2 contains 96597 members 
Entering Unmasked Estep 
Score: -26354938.000000 Penalty: 4005.991943
	Iteration 164F: 3 clusters Score -2.635494e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 122461 members 
Mstep: Class 3 contains 2263 members 
Mstep: Class 4 contains 12018 members 
Mstep: Class 5 contains 612 members 
Mstep: Class 6 contains 914 members 
Mstep: Class 7 contains 80894 members 
Mstep: Class 8 contains 526 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 181217 members 
Mstep: Class 11 contains 139721 members 
Mstep: Class 12 contains 41260 members 
Mstep: Class 13 contains 113756 members 
Mstep: Class 14 contains 128915 members 
Mstep: Class 15 contains 6747 members 
Mstep: Class 16 contains 202530 members 
Mstep: Class 17 contains 16838 members 
Mstep: Class 18 contains 18937 members 
Mstep: Class 19 contains 37784 members 
Mstep: Class 20 contains 1922 members 
Mstep: Class 21 contains 123339 members 
Mstep: Class 22 contains 106322 members 
Mstep: Class 23 contains 160323 members 
Mstep: Class 24 contains 116536 members 
Mstep: Class 25 contains 683 members 
Mstep: Class 26 contains 1472 members 
Mstep: Class 27 contains 799 members 
Mstep: Class 28 contains 6105 members 
Mstep: Class 29 contains 96597 members 
Entering Unmasked Estep 
Score: -194355008.000000 Penalty: 67669.187500
Splitting cluster 14 changes total score from -194245584.000000 to -194355008.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 15 (6747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Entering Unmasked Estep 
Score: -665041.875000 Penalty: 1432.738647
	Iteration 0F: 2 clusters Score -665041.9 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 3334 members 
Entering Unmasked Estep 
Score: -660034.062500 Penalty: 2865.477295
	Iteration 0F: 3 clusters Score -660034.1 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -662143.375000 Penalty: 2865.477295
	Iteration 1F: 3 clusters Score -662143.4 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -663161.812500 Penalty: 2865.477295
	Iteration 2F: 3 clusters Score -663161.8 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -664822.312500 Penalty: 2865.477295
	Iteration 3F: 3 clusters Score -664822.3 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -667097.687500 Penalty: 2865.477295
	Iteration 4F: 3 clusters Score -667097.7 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -669208.312500 Penalty: 2865.477295
	Iteration 5F: 3 clusters Score -669208.3 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -670838.312500 Penalty: 2865.477295
	Iteration 6F: 3 clusters Score -670838.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -671896.062500 Penalty: 2865.477295
	Iteration 7Q: 3 clusters Score -671896.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -672439.625000 Penalty: 2865.477295
	Iteration 8Q: 3 clusters Score -672439.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -672624.250000 Penalty: 2865.477295
	Iteration 9Q: 3 clusters Score -672624.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -672661.562500 Penalty: 2865.477295
	Iteration 10Q: 3 clusters Score -672661.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -672674.250000 Penalty: 2865.477295
	Iteration 11Q: 3 clusters Score -672674.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -672676.625000 Penalty: 2865.477295
	Iteration 12Q: 3 clusters Score -672676.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -672676.312500 Penalty: 2865.477295
	Iteration 13Q: 3 clusters Score -672676.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -672697.187500 Penalty: 2865.477295
	Iteration 14F: 3 clusters Score -672697.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -672702.375000 Penalty: 2865.477295
	Iteration 15Q: 3 clusters Score -672702.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -672702.750000 Penalty: 2865.477295
	Iteration 16Q: 3 clusters Score -672702.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -672705.125000 Penalty: 2865.477295
	Iteration 17Q: 3 clusters Score -672705.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -672705.437500 Penalty: 2865.477295
	Iteration 18Q: 3 clusters Score -672705.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -672706.812500 Penalty: 2865.477295
	Iteration 19Q: 3 clusters Score -672706.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -672706.812500 Penalty: 2865.477295
	Iteration 20F: 3 clusters Score -672706.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 122461 members 
Mstep: Class 3 contains 2263 members 
Mstep: Class 4 contains 12018 members 
Mstep: Class 5 contains 612 members 
Mstep: Class 6 contains 914 members 
Mstep: Class 7 contains 80894 members 
Mstep: Class 8 contains 526 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 181217 members 
Mstep: Class 11 contains 139721 members 
Mstep: Class 12 contains 41260 members 
Mstep: Class 13 contains 113756 members 
Mstep: Class 14 contains 128915 members 
Mstep: Class 15 contains 3654 members 
Mstep: Class 16 contains 202530 members 
Mstep: Class 17 contains 16838 members 
Mstep: Class 18 contains 18937 members 
Mstep: Class 19 contains 37784 members 
Mstep: Class 20 contains 1922 members 
Mstep: Class 21 contains 123339 members 
Mstep: Class 22 contains 106322 members 
Mstep: Class 23 contains 160323 members 
Mstep: Class 24 contains 116536 members 
Mstep: Class 25 contains 683 members 
Mstep: Class 26 contains 1472 members 
Mstep: Class 27 contains 799 members 
Mstep: Class 28 contains 6105 members 
Mstep: Class 29 contains 96597 members 
Mstep: Class 30 contains 3093 members 
Entering Unmasked Estep 
Score: -194362336.000000 Penalty: 70002.609375
Splitting cluster 15 changes total score from -194245584.000000 to -194362336.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 16 (202530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202530 members 
Entering Unmasked Estep 
Score: -23871536.000000 Penalty: 1985.529541
	Iteration 0F: 2 clusters Score -2.387154e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101514 members 
Mstep: Class 2 contains 101016 members 
Entering Unmasked Estep 
Score: -23801904.000000 Penalty: 3971.059082
	Iteration 0F: 3 clusters Score -2.38019e+07 nChanged 98355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102123 members 
Mstep: Class 2 contains 100407 members 
Entering Unmasked Estep 
Score: -23860538.000000 Penalty: 3971.059082
	Iteration 1F: 3 clusters Score -2.386054e+07 nChanged 8518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98255 members 
Mstep: Class 2 contains 104275 members 
Entering Unmasked Estep 
Score: -23862310.000000 Penalty: 3971.059082
	Iteration 2Q: 3 clusters Score -2.386231e+07 nChanged 10008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93627 members 
Mstep: Class 2 contains 108903 members 
Entering Unmasked Estep 
Score: -23864218.000000 Penalty: 3971.059082
	Iteration 3Q: 3 clusters Score -2.386422e+07 nChanged 11972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88883 members 
Mstep: Class 2 contains 113647 members 
Entering Unmasked Estep 
Score: -23867872.000000 Penalty: 3971.059082
	Iteration 4F: 3 clusters Score -2.386787e+07 nChanged 13552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85127 members 
Mstep: Class 2 contains 117403 members 
Entering Unmasked Estep 
Score: -23874430.000000 Penalty: 3971.059082
	Iteration 5F: 3 clusters Score -2.387443e+07 nChanged 15080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83887 members 
Mstep: Class 2 contains 118643 members 
Entering Unmasked Estep 
Score: -23884724.000000 Penalty: 3971.059082
	Iteration 6F: 3 clusters Score -2.388472e+07 nChanged 16205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85936 members 
Mstep: Class 2 contains 116594 members 
Entering Unmasked Estep 
Score: -23898356.000000 Penalty: 3971.059082
	Iteration 7F: 3 clusters Score -2.389836e+07 nChanged 14231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89847 members 
Mstep: Class 2 contains 112683 members 
Entering Unmasked Estep 
Score: -23906958.000000 Penalty: 3971.059082
	Iteration 8F: 3 clusters Score -2.390696e+07 nChanged 9277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93852 members 
Mstep: Class 2 contains 108678 members 
Entering Unmasked Estep 
Score: -23910036.000000 Penalty: 3971.059082
	Iteration 9Q: 3 clusters Score -2.391004e+07 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97759 members 
Mstep: Class 2 contains 104771 members 
Entering Unmasked Estep 
Score: -23911282.000000 Penalty: 3971.059082
	Iteration 10Q: 3 clusters Score -2.391128e+07 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101489 members 
Mstep: Class 2 contains 101041 members 
Entering Unmasked Estep 
Score: -23911784.000000 Penalty: 3971.059082
	Iteration 11Q: 3 clusters Score -2.391178e+07 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104849 members 
Mstep: Class 2 contains 97681 members 
Entering Unmasked Estep 
Score: -23911784.000000 Penalty: 3971.059082
	Iteration 12Q: 3 clusters Score -2.391178e+07 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107434 members 
Mstep: Class 2 contains 95096 members 
Entering Unmasked Estep 
Score: -23911878.000000 Penalty: 3971.059082
	Iteration 13Q: 3 clusters Score -2.391188e+07 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109200 members 
Mstep: Class 2 contains 93330 members 
Entering Unmasked Estep 
Score: -23911850.000000 Penalty: 3971.059082
	Iteration 14Q: 3 clusters Score -2.391185e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110059 members 
Mstep: Class 2 contains 92471 members 
Entering Unmasked Estep 
Score: -23911928.000000 Penalty: 3971.059082
	Iteration 15Q: 3 clusters Score -2.391193e+07 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110203 members 
Mstep: Class 2 contains 92327 members 
Entering Unmasked Estep 
Score: -23912146.000000 Penalty: 3971.059082
	Iteration 16Q: 3 clusters Score -2.391215e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109467 members 
Mstep: Class 2 contains 93063 members 
Entering Unmasked Estep 
Score: -23912574.000000 Penalty: 3971.059082
	Iteration 17Q: 3 clusters Score -2.391257e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107967 members 
Mstep: Class 2 contains 94563 members 
Entering Unmasked Estep 
Score: -23913124.000000 Penalty: 3971.059082
	Iteration 18Q: 3 clusters Score -2.391312e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105856 members 
Mstep: Class 2 contains 96674 members 
Entering Unmasked Estep 
Score: -23913736.000000 Penalty: 3971.059082
	Iteration 19Q: 3 clusters Score -2.391374e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103287 members 
Mstep: Class 2 contains 99243 members 
Entering Unmasked Estep 
Score: -23914202.000000 Penalty: 3971.059082
	Iteration 20F: 3 clusters Score -2.39142e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100718 members 
Mstep: Class 2 contains 101812 members 
Entering Unmasked Estep 
Score: -23914726.000000 Penalty: 3971.059082
	Iteration 21Q: 3 clusters Score -2.391473e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98208 members 
Mstep: Class 2 contains 104322 members 
Entering Unmasked Estep 
Score: -23915424.000000 Penalty: 3971.059082
	Iteration 22Q: 3 clusters Score -2.391542e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95870 members 
Mstep: Class 2 contains 106660 members 
Entering Unmasked Estep 
Score: -23915912.000000 Penalty: 3971.059082
	Iteration 23Q: 3 clusters Score -2.391591e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93878 members 
Mstep: Class 2 contains 108652 members 
Entering Unmasked Estep 
Score: -23916138.000000 Penalty: 3971.059082
	Iteration 24Q: 3 clusters Score -2.391614e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92494 members 
Mstep: Class 2 contains 110036 members 
Entering Unmasked Estep 
Score: -23916400.000000 Penalty: 3971.059082
	Iteration 25Q: 3 clusters Score -2.39164e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91579 members 
Mstep: Class 2 contains 110951 members 
Entering Unmasked Estep 
Score: -23916822.000000 Penalty: 3971.059082
	Iteration 26Q: 3 clusters Score -2.391682e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91190 members 
Mstep: Class 2 contains 111340 members 
Entering Unmasked Estep 
Score: -23917134.000000 Penalty: 3971.059082
	Iteration 27Q: 3 clusters Score -2.391713e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91291 members 
Mstep: Class 2 contains 111239 members 
Entering Unmasked Estep 
Score: -23917540.000000 Penalty: 3971.059082
	Iteration 28Q: 3 clusters Score -2.391754e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91850 members 
Mstep: Class 2 contains 110680 members 
Entering Unmasked Estep 
Score: -23917930.000000 Penalty: 3971.059082
	Iteration 29Q: 3 clusters Score -2.391793e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92651 members 
Mstep: Class 2 contains 109879 members 
Entering Unmasked Estep 
Score: -23918258.000000 Penalty: 3971.059082
	Iteration 30Q: 3 clusters Score -2.391826e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93688 members 
Mstep: Class 2 contains 108842 members 
Entering Unmasked Estep 
Score: -23918796.000000 Penalty: 3971.059082
	Iteration 31Q: 3 clusters Score -2.39188e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94843 members 
Mstep: Class 2 contains 107687 members 
Entering Unmasked Estep 
Score: -23919166.000000 Penalty: 3971.059082
	Iteration 32Q: 3 clusters Score -2.391917e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95946 members 
Mstep: Class 2 contains 106584 members 
Entering Unmasked Estep 
Score: -23919524.000000 Penalty: 3971.059082
	Iteration 33Q: 3 clusters Score -2.391952e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97058 members 
Mstep: Class 2 contains 105472 members 
Entering Unmasked Estep 
Score: -23919794.000000 Penalty: 3971.059082
	Iteration 34Q: 3 clusters Score -2.391979e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98221 members 
Mstep: Class 2 contains 104309 members 
Entering Unmasked Estep 
Score: -23919990.000000 Penalty: 3971.059082
	Iteration 35Q: 3 clusters Score -2.391999e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99299 members 
Mstep: Class 2 contains 103231 members 
Entering Unmasked Estep 
Score: -23920210.000000 Penalty: 3971.059082
	Iteration 36Q: 3 clusters Score -2.392021e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100211 members 
Mstep: Class 2 contains 102319 members 
Entering Unmasked Estep 
Score: -23920342.000000 Penalty: 3971.059082
	Iteration 37Q: 3 clusters Score -2.392034e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100940 members 
Mstep: Class 2 contains 101590 members 
Entering Unmasked Estep 
Score: -23920372.000000 Penalty: 3971.059082
	Iteration 38Q: 3 clusters Score -2.392037e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101397 members 
Mstep: Class 2 contains 101133 members 
Entering Unmasked Estep 
Score: -23920338.000000 Penalty: 3971.059082
	Iteration 39Q: 3 clusters Score -2.392034e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101566 members 
Mstep: Class 2 contains 100964 members 
Entering Unmasked Estep 
Score: -23920350.000000 Penalty: 3971.059082
	Iteration 40F: 3 clusters Score -2.392035e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101493 members 
Mstep: Class 2 contains 101037 members 
Entering Unmasked Estep 
Score: -23920282.000000 Penalty: 3971.059082
	Iteration 41Q: 3 clusters Score -2.392028e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101251 members 
Mstep: Class 2 contains 101279 members 
Entering Unmasked Estep 
Score: -23920320.000000 Penalty: 3971.059082
	Iteration 42Q: 3 clusters Score -2.392032e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100846 members 
Mstep: Class 2 contains 101684 members 
Entering Unmasked Estep 
Score: -23920410.000000 Penalty: 3971.059082
	Iteration 43Q: 3 clusters Score -2.392041e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100286 members 
Mstep: Class 2 contains 102244 members 
Entering Unmasked Estep 
Score: -23920480.000000 Penalty: 3971.059082
	Iteration 44Q: 3 clusters Score -2.392048e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99629 members 
Mstep: Class 2 contains 102901 members 
Entering Unmasked Estep 
Score: -23920580.000000 Penalty: 3971.059082
	Iteration 45Q: 3 clusters Score -2.392058e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98989 members 
Mstep: Class 2 contains 103541 members 
Entering Unmasked Estep 
Score: -23920584.000000 Penalty: 3971.059082
	Iteration 46Q: 3 clusters Score -2.392058e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98377 members 
Mstep: Class 2 contains 104153 members 
Entering Unmasked Estep 
Score: -23920560.000000 Penalty: 3971.059082
	Iteration 47Q: 3 clusters Score -2.392056e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97740 members 
Mstep: Class 2 contains 104790 members 
Entering Unmasked Estep 
Score: -23920558.000000 Penalty: 3971.059082
	Iteration 48Q: 3 clusters Score -2.392056e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97202 members 
Mstep: Class 2 contains 105328 members 
Entering Unmasked Estep 
Score: -23920640.000000 Penalty: 3971.059082
	Iteration 49Q: 3 clusters Score -2.392064e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96829 members 
Mstep: Class 2 contains 105701 members 
Entering Unmasked Estep 
Score: -23920628.000000 Penalty: 3971.059082
	Iteration 50Q: 3 clusters Score -2.392063e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96542 members 
Mstep: Class 2 contains 105988 members 
Entering Unmasked Estep 
Score: -23920670.000000 Penalty: 3971.059082
	Iteration 51Q: 3 clusters Score -2.392067e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96319 members 
Mstep: Class 2 contains 106211 members 
Entering Unmasked Estep 
Score: -23920770.000000 Penalty: 3971.059082
	Iteration 52Q: 3 clusters Score -2.392077e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96170 members 
Mstep: Class 2 contains 106360 members 
Entering Unmasked Estep 
Score: -23920770.000000 Penalty: 3971.059082
	Iteration 53Q: 3 clusters Score -2.392077e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96119 members 
Mstep: Class 2 contains 106411 members 
Entering Unmasked Estep 
Score: -23920784.000000 Penalty: 3971.059082
	Iteration 54Q: 3 clusters Score -2.392078e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96129 members 
Mstep: Class 2 contains 106401 members 
Entering Unmasked Estep 
Score: -23920828.000000 Penalty: 3971.059082
	Iteration 55Q: 3 clusters Score -2.392083e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96221 members 
Mstep: Class 2 contains 106309 members 
Entering Unmasked Estep 
Score: -23920834.000000 Penalty: 3971.059082
	Iteration 56Q: 3 clusters Score -2.392083e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96373 members 
Mstep: Class 2 contains 106157 members 
Entering Unmasked Estep 
Score: -23920822.000000 Penalty: 3971.059082
	Iteration 57Q: 3 clusters Score -2.392082e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96540 members 
Mstep: Class 2 contains 105990 members 
Entering Unmasked Estep 
Score: -23920826.000000 Penalty: 3971.059082
	Iteration 58Q: 3 clusters Score -2.392083e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96709 members 
Mstep: Class 2 contains 105821 members 
Entering Unmasked Estep 
Score: -23920820.000000 Penalty: 3971.059082
	Iteration 59Q: 3 clusters Score -2.392082e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96874 members 
Mstep: Class 2 contains 105656 members 
Entering Unmasked Estep 
Score: -23920846.000000 Penalty: 3971.059082
	Iteration 60F: 3 clusters Score -2.392085e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97036 members 
Mstep: Class 2 contains 105494 members 
Entering Unmasked Estep 
Score: -23920848.000000 Penalty: 3971.059082
	Iteration 61Q: 3 clusters Score -2.392085e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97183 members 
Mstep: Class 2 contains 105347 members 
Entering Unmasked Estep 
Score: -23920832.000000 Penalty: 3971.059082
	Iteration 62Q: 3 clusters Score -2.392083e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97326 members 
Mstep: Class 2 contains 105204 members 
Entering Unmasked Estep 
Score: -23920792.000000 Penalty: 3971.059082
	Iteration 63Q: 3 clusters Score -2.392079e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97462 members 
Mstep: Class 2 contains 105068 members 
Entering Unmasked Estep 
Score: -23920758.000000 Penalty: 3971.059082
	Iteration 64Q: 3 clusters Score -2.392076e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97564 members 
Mstep: Class 2 contains 104966 members 
Entering Unmasked Estep 
Score: -23920792.000000 Penalty: 3971.059082
	Iteration 65Q: 3 clusters Score -2.392079e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97671 members 
Mstep: Class 2 contains 104859 members 
Entering Unmasked Estep 
Score: -23920756.000000 Penalty: 3971.059082
	Iteration 66Q: 3 clusters Score -2.392076e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97781 members 
Mstep: Class 2 contains 104749 members 
Entering Unmasked Estep 
Score: -23920716.000000 Penalty: 3971.059082
	Iteration 67Q: 3 clusters Score -2.392072e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97890 members 
Mstep: Class 2 contains 104640 members 
Entering Unmasked Estep 
Score: -23920732.000000 Penalty: 3971.059082
	Iteration 68Q: 3 clusters Score -2.392073e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97963 members 
Mstep: Class 2 contains 104567 members 
Entering Unmasked Estep 
Score: -23920688.000000 Penalty: 3971.059082
	Iteration 69Q: 3 clusters Score -2.392069e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98009 members 
Mstep: Class 2 contains 104521 members 
Entering Unmasked Estep 
Score: -23920674.000000 Penalty: 3971.059082
	Iteration 70Q: 3 clusters Score -2.392067e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98015 members 
Mstep: Class 2 contains 104515 members 
Entering Unmasked Estep 
Score: -23920690.000000 Penalty: 3971.059082
	Iteration 71Q: 3 clusters Score -2.392069e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97965 members 
Mstep: Class 2 contains 104565 members 
Entering Unmasked Estep 
Score: -23920608.000000 Penalty: 3971.059082
	Iteration 72Q: 3 clusters Score -2.392061e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97921 members 
Mstep: Class 2 contains 104609 members 
Entering Unmasked Estep 
Score: -23920628.000000 Penalty: 3971.059082
	Iteration 73Q: 3 clusters Score -2.392063e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97871 members 
Mstep: Class 2 contains 104659 members 
Entering Unmasked Estep 
Score: -23920620.000000 Penalty: 3971.059082
	Iteration 74Q: 3 clusters Score -2.392062e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97805 members 
Mstep: Class 2 contains 104725 members 
Entering Unmasked Estep 
Score: -23920642.000000 Penalty: 3971.059082
	Iteration 75Q: 3 clusters Score -2.392064e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97721 members 
Mstep: Class 2 contains 104809 members 
Entering Unmasked Estep 
Score: -23920638.000000 Penalty: 3971.059082
	Iteration 76Q: 3 clusters Score -2.392064e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97640 members 
Mstep: Class 2 contains 104890 members 
Entering Unmasked Estep 
Score: -23920672.000000 Penalty: 3971.059082
	Iteration 77Q: 3 clusters Score -2.392067e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97561 members 
Mstep: Class 2 contains 104969 members 
Entering Unmasked Estep 
Score: -23920686.000000 Penalty: 3971.059082
	Iteration 78Q: 3 clusters Score -2.392069e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97469 members 
Mstep: Class 2 contains 105061 members 
Entering Unmasked Estep 
Score: -23920688.000000 Penalty: 3971.059082
	Iteration 79Q: 3 clusters Score -2.392069e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97385 members 
Mstep: Class 2 contains 105145 members 
Entering Unmasked Estep 
Score: -23920722.000000 Penalty: 3971.059082
	Iteration 80F: 3 clusters Score -2.392072e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97307 members 
Mstep: Class 2 contains 105223 members 
Entering Unmasked Estep 
Score: -23920710.000000 Penalty: 3971.059082
	Iteration 81Q: 3 clusters Score -2.392071e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97224 members 
Mstep: Class 2 contains 105306 members 
Entering Unmasked Estep 
Score: -23920706.000000 Penalty: 3971.059082
	Iteration 82Q: 3 clusters Score -2.392071e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97161 members 
Mstep: Class 2 contains 105369 members 
Entering Unmasked Estep 
Score: -23920694.000000 Penalty: 3971.059082
	Iteration 83Q: 3 clusters Score -2.392069e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97112 members 
Mstep: Class 2 contains 105418 members 
Entering Unmasked Estep 
Score: -23920678.000000 Penalty: 3971.059082
	Iteration 84Q: 3 clusters Score -2.392068e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97054 members 
Mstep: Class 2 contains 105476 members 
Entering Unmasked Estep 
Score: -23920680.000000 Penalty: 3971.059082
	Iteration 85Q: 3 clusters Score -2.392068e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97007 members 
Mstep: Class 2 contains 105523 members 
Entering Unmasked Estep 
Score: -23920684.000000 Penalty: 3971.059082
	Iteration 86Q: 3 clusters Score -2.392068e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96978 members 
Mstep: Class 2 contains 105552 members 
Entering Unmasked Estep 
Score: -23920692.000000 Penalty: 3971.059082
	Iteration 87Q: 3 clusters Score -2.392069e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96954 members 
Mstep: Class 2 contains 105576 members 
Entering Unmasked Estep 
Score: -23920688.000000 Penalty: 3971.059082
	Iteration 88Q: 3 clusters Score -2.392069e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96937 members 
Mstep: Class 2 contains 105593 members 
Entering Unmasked Estep 
Score: -23920680.000000 Penalty: 3971.059082
	Iteration 89Q: 3 clusters Score -2.392068e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96930 members 
Mstep: Class 2 contains 105600 members 
Entering Unmasked Estep 
Score: -23920694.000000 Penalty: 3971.059082
	Iteration 90Q: 3 clusters Score -2.392069e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96925 members 
Mstep: Class 2 contains 105605 members 
Entering Unmasked Estep 
Score: -23920702.000000 Penalty: 3971.059082
	Iteration 91Q: 3 clusters Score -2.39207e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96918 members 
Mstep: Class 2 contains 105612 members 
Entering Unmasked Estep 
Score: -23920700.000000 Penalty: 3971.059082
	Iteration 92Q: 3 clusters Score -2.39207e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96910 members 
Mstep: Class 2 contains 105620 members 
Entering Unmasked Estep 
Score: -23920678.000000 Penalty: 3971.059082
	Iteration 93Q: 3 clusters Score -2.392068e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96907 members 
Mstep: Class 2 contains 105623 members 
Entering Unmasked Estep 
Score: -23920674.000000 Penalty: 3971.059082
	Iteration 94Q: 3 clusters Score -2.392067e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96898 members 
Mstep: Class 2 contains 105632 members 
Entering Unmasked Estep 
Score: -23920688.000000 Penalty: 3971.059082
	Iteration 95Q: 3 clusters Score -2.392069e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96895 members 
Mstep: Class 2 contains 105635 members 
Entering Unmasked Estep 
Score: -23920692.000000 Penalty: 3971.059082
	Iteration 96Q: 3 clusters Score -2.392069e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96897 members 
Mstep: Class 2 contains 105633 members 
Entering Unmasked Estep 
Score: -23920674.000000 Penalty: 3971.059082
	Iteration 97Q: 3 clusters Score -2.392067e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96896 members 
Mstep: Class 2 contains 105634 members 
Entering Unmasked Estep 
Score: -23920684.000000 Penalty: 3971.059082
	Iteration 98Q: 3 clusters Score -2.392068e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96891 members 
Mstep: Class 2 contains 105639 members 
Entering Unmasked Estep 
Score: -23920670.000000 Penalty: 3971.059082
	Iteration 99Q: 3 clusters Score -2.392067e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96888 members 
Mstep: Class 2 contains 105642 members 
Entering Unmasked Estep 
Score: -23920678.000000 Penalty: 3971.059082
	Iteration 100F: 3 clusters Score -2.392068e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96886 members 
Mstep: Class 2 contains 105644 members 
Entering Unmasked Estep 
Score: -23920692.000000 Penalty: 3971.059082
	Iteration 101Q: 3 clusters Score -2.392069e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96888 members 
Mstep: Class 2 contains 105642 members 
Entering Unmasked Estep 
Score: -23920678.000000 Penalty: 3971.059082
	Iteration 102Q: 3 clusters Score -2.392068e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96888 members 
Mstep: Class 2 contains 105642 members 
Entering Unmasked Estep 
Score: -23920676.000000 Penalty: 3971.059082
	Iteration 103Q: 3 clusters Score -2.392068e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96899 members 
Mstep: Class 2 contains 105631 members 
Entering Unmasked Estep 
Score: -23920672.000000 Penalty: 3971.059082
	Iteration 104Q: 3 clusters Score -2.392067e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96900 members 
Mstep: Class 2 contains 105630 members 
Entering Unmasked Estep 
Score: -23920684.000000 Penalty: 3971.059082
	Iteration 105Q: 3 clusters Score -2.392068e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96903 members 
Mstep: Class 2 contains 105627 members 
Entering Unmasked Estep 
Score: -23920686.000000 Penalty: 3971.059082
	Iteration 106Q: 3 clusters Score -2.392069e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96913 members 
Mstep: Class 2 contains 105617 members 
Entering Unmasked Estep 
Score: -23920692.000000 Penalty: 3971.059082
	Iteration 107Q: 3 clusters Score -2.392069e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96922 members 
Mstep: Class 2 contains 105608 members 
Entering Unmasked Estep 
Score: -23920702.000000 Penalty: 3971.059082
	Iteration 108Q: 3 clusters Score -2.39207e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96926 members 
Mstep: Class 2 contains 105604 members 
Entering Unmasked Estep 
Score: -23920702.000000 Penalty: 3971.059082
	Iteration 109Q: 3 clusters Score -2.39207e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96933 members 
Mstep: Class 2 contains 105597 members 
Entering Unmasked Estep 
Score: -23920690.000000 Penalty: 3971.059082
	Iteration 110Q: 3 clusters Score -2.392069e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96939 members 
Mstep: Class 2 contains 105591 members 
Entering Unmasked Estep 
Score: -23920684.000000 Penalty: 3971.059082
	Iteration 111Q: 3 clusters Score -2.392068e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96945 members 
Mstep: Class 2 contains 105585 members 
Entering Unmasked Estep 
Score: -23920680.000000 Penalty: 3971.059082
	Iteration 112Q: 3 clusters Score -2.392068e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96952 members 
Mstep: Class 2 contains 105578 members 
Entering Unmasked Estep 
Score: -23920666.000000 Penalty: 3971.059082
	Iteration 113Q: 3 clusters Score -2.392067e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96966 members 
Mstep: Class 2 contains 105564 members 
Entering Unmasked Estep 
Score: -23920682.000000 Penalty: 3971.059082
	Iteration 114Q: 3 clusters Score -2.392068e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96970 members 
Mstep: Class 2 contains 105560 members 
Entering Unmasked Estep 
Score: -23920688.000000 Penalty: 3971.059082
	Iteration 115Q: 3 clusters Score -2.392069e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96972 members 
Mstep: Class 2 contains 105558 members 
Entering Unmasked Estep 
Score: -23920686.000000 Penalty: 3971.059082
	Iteration 116Q: 3 clusters Score -2.392069e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96972 members 
Mstep: Class 2 contains 105558 members 
Entering Unmasked Estep 
Score: -23920682.000000 Penalty: 3971.059082
	Iteration 117Q: 3 clusters Score -2.392068e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96974 members 
Mstep: Class 2 contains 105556 members 
Entering Unmasked Estep 
Score: -23920680.000000 Penalty: 3971.059082
	Iteration 118Q: 3 clusters Score -2.392068e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96977 members 
Mstep: Class 2 contains 105553 members 
Entering Unmasked Estep 
Score: -23920686.000000 Penalty: 3971.059082
	Iteration 119Q: 3 clusters Score -2.392069e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96981 members 
Mstep: Class 2 contains 105549 members 
Entering Unmasked Estep 
Score: -23920682.000000 Penalty: 3971.059082
	Iteration 120F: 3 clusters Score -2.392068e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96986 members 
Mstep: Class 2 contains 105544 members 
Entering Unmasked Estep 
Score: -23920684.000000 Penalty: 3971.059082
	Iteration 121Q: 3 clusters Score -2.392068e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96993 members 
Mstep: Class 2 contains 105537 members 
Entering Unmasked Estep 
Score: -23920690.000000 Penalty: 3971.059082
	Iteration 122Q: 3 clusters Score -2.392069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96996 members 
Mstep: Class 2 contains 105534 members 
Entering Unmasked Estep 
Score: -23920686.000000 Penalty: 3971.059082
	Iteration 123Q: 3 clusters Score -2.392069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96998 members 
Mstep: Class 2 contains 105532 members 
Entering Unmasked Estep 
Score: -23920682.000000 Penalty: 3971.059082
	Iteration 124Q: 3 clusters Score -2.392068e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96998 members 
Mstep: Class 2 contains 105532 members 
Entering Unmasked Estep 
Score: -23920682.000000 Penalty: 3971.059082
	Iteration 125F: 3 clusters Score -2.392068e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 122461 members 
Mstep: Class 3 contains 2263 members 
Mstep: Class 4 contains 12018 members 
Mstep: Class 5 contains 612 members 
Mstep: Class 6 contains 914 members 
Mstep: Class 7 contains 80894 members 
Mstep: Class 8 contains 526 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 181217 members 
Mstep: Class 11 contains 139721 members 
Mstep: Class 12 contains 41260 members 
Mstep: Class 13 contains 113756 members 
Mstep: Class 14 contains 128915 members 
Mstep: Class 15 contains 3654 members 
Mstep: Class 16 contains 96998 members 
Mstep: Class 17 contains 16838 members 
Mstep: Class 18 contains 18937 members 
Mstep: Class 19 contains 37784 members 
Mstep: Class 20 contains 1922 members 
Mstep: Class 21 contains 123339 members 
Mstep: Class 22 contains 106322 members 
Mstep: Class 23 contains 160323 members 
Mstep: Class 24 contains 116536 members 
Mstep: Class 25 contains 683 members 
Mstep: Class 26 contains 1472 members 
Mstep: Class 27 contains 799 members 
Mstep: Class 28 contains 6105 members 
Mstep: Class 29 contains 96597 members 
Mstep: Class 30 contains 3093 members 
Mstep: Class 31 contains 105532 members 
Entering Unmasked Estep 
Score: -194421408.000000 Penalty: 72336.031250
Splitting cluster 16 changes total score from -194245584.000000 to -194421408.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 17 (16838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Entering Unmasked Estep 
Score: -1988364.000000 Penalty: 1581.351440
	Iteration 0F: 2 clusters Score -1988364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1976840.625000 Penalty: 3162.702881
	Iteration 0F: 3 clusters Score -1976841 nChanged 7535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1980898.250000 Penalty: 3162.702881
	Iteration 1F: 3 clusters Score -1980898 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1981258.500000 Penalty: 3162.702881
	Iteration 2F: 3 clusters Score -1981258 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1981609.125000 Penalty: 3162.702881
	Iteration 3Q: 3 clusters Score -1981609 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1982059.375000 Penalty: 3162.702881
	Iteration 4Q: 3 clusters Score -1982059 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1982792.375000 Penalty: 3162.702881
	Iteration 5F: 3 clusters Score -1982792 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1983824.000000 Penalty: 3162.702881
	Iteration 6F: 3 clusters Score -1983824 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1985152.375000 Penalty: 3162.702881
	Iteration 7F: 3 clusters Score -1985152 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1986388.125000 Penalty: 3162.702881
	Iteration 8F: 3 clusters Score -1986388 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1987248.250000 Penalty: 3162.702881
	Iteration 9F: 3 clusters Score -1987248 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1987755.625000 Penalty: 3162.702881
	Iteration 10Q: 3 clusters Score -1987756 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1988024.375000 Penalty: 3162.702881
	Iteration 11Q: 3 clusters Score -1988024 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1988143.875000 Penalty: 3162.702881
	Iteration 12Q: 3 clusters Score -1988144 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1988193.000000 Penalty: 3162.702881
	Iteration 13Q: 3 clusters Score -1988193 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1988223.375000 Penalty: 3162.702881
	Iteration 14Q: 3 clusters Score -1988223 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1988247.125000 Penalty: 3162.702881
	Iteration 15Q: 3 clusters Score -1988247 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1988249.125000 Penalty: 3162.702881
	Iteration 16Q: 3 clusters Score -1988249 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1988259.250000 Penalty: 3162.702881
	Iteration 17Q: 3 clusters Score -1988259 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1988259.125000 Penalty: 3162.702881
	Iteration 18Q: 3 clusters Score -1988259 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1988265.875000 Penalty: 3162.702881
	Iteration 19Q: 3 clusters Score -1988266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1988267.625000 Penalty: 3162.702881
	Iteration 20F: 3 clusters Score -1988268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1988272.125000 Penalty: 3162.702881
	Iteration 21Q: 3 clusters Score -1988272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1988269.875000 Penalty: 3162.702881
	Iteration 22Q: 3 clusters Score -1988270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1988272.875000 Penalty: 3162.702881
	Iteration 23Q: 3 clusters Score -1988273 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1988274.875000 Penalty: 3162.702881
	Iteration 24Q: 3 clusters Score -1988275 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1988277.500000 Penalty: 3162.702881
	Iteration 25Q: 3 clusters Score -1988278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1988274.625000 Penalty: 3162.702881
	Iteration 26Q: 3 clusters Score -1988275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1988272.750000 Penalty: 3162.702881
	Iteration 27Q: 3 clusters Score -1988273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1988274.875000 Penalty: 3162.702881
	Iteration 28Q: 3 clusters Score -1988275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1988274.000000 Penalty: 3162.702881
	Iteration 29Q: 3 clusters Score -1988274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1988274.000000 Penalty: 3162.702881
	Iteration 30Q: 3 clusters Score -1988274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1988278.750000 Penalty: 3162.702881
	Iteration 31Q: 3 clusters Score -1988279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1988278.125000 Penalty: 3162.702881
	Iteration 32Q: 3 clusters Score -1988278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1988277.750000 Penalty: 3162.702881
	Iteration 33Q: 3 clusters Score -1988278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1988278.750000 Penalty: 3162.702881
	Iteration 34Q: 3 clusters Score -1988279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1988278.375000 Penalty: 3162.702881
	Iteration 35Q: 3 clusters Score -1988278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1988278.625000 Penalty: 3162.702881
	Iteration 36Q: 3 clusters Score -1988279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1988278.375000 Penalty: 3162.702881
	Iteration 37Q: 3 clusters Score -1988278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1988278.500000 Penalty: 3162.702881
	Iteration 38Q: 3 clusters Score -1988278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1988281.000000 Penalty: 3162.702881
	Iteration 39Q: 3 clusters Score -1988281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1988282.375000 Penalty: 3162.702881
	Iteration 40F: 3 clusters Score -1988282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1988280.500000 Penalty: 3162.702881
	Iteration 41Q: 3 clusters Score -1988280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1988278.250000 Penalty: 3162.702881
	Iteration 42Q: 3 clusters Score -1988278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1988284.250000 Penalty: 3162.702881
	Iteration 43Q: 3 clusters Score -1988284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1988284.000000 Penalty: 3162.702881
	Iteration 44Q: 3 clusters Score -1988284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1988282.500000 Penalty: 3162.702881
	Iteration 45Q: 3 clusters Score -1988282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1988282.500000 Penalty: 3162.702881
	Iteration 46F: 3 clusters Score -1988282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Entering Unmasked Estep 
Score: -2204635.750000 Penalty: 1600.441895
	Iteration 0F: 2 clusters Score -2204636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -2191682.500000 Penalty: 3200.883789
	Iteration 0F: 3 clusters Score -2191682 nChanged 8502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -2196277.000000 Penalty: 3200.883789
	Iteration 1F: 3 clusters Score -2196277 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -2196601.750000 Penalty: 3200.883789
	Iteration 2Q: 3 clusters Score -2196602 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -2196907.500000 Penalty: 3200.883789
	Iteration 3Q: 3 clusters Score -2196908 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -2197181.000000 Penalty: 3200.883789
	Iteration 4Q: 3 clusters Score -2197181 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -2197463.750000 Penalty: 3200.883789
	Iteration 5Q: 3 clusters Score -2197464 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -2197825.500000 Penalty: 3200.883789
	Iteration 6Q: 3 clusters Score -2197826 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -2198222.250000 Penalty: 3200.883789
	Iteration 7Q: 3 clusters Score -2198222 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -2198621.000000 Penalty: 3200.883789
	Iteration 8Q: 3 clusters Score -2198621 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -2199061.000000 Penalty: 3200.883789
	Iteration 9Q: 3 clusters Score -2199061 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -2199496.500000 Penalty: 3200.883789
	Iteration 10Q: 3 clusters Score -2199496 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -2199886.500000 Penalty: 3200.883789
	Iteration 11Q: 3 clusters Score -2199886 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -2200158.750000 Penalty: 3200.883789
	Iteration 12Q: 3 clusters Score -2200159 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -2200350.000000 Penalty: 3200.883789
	Iteration 13Q: 3 clusters Score -2200350 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -2200454.750000 Penalty: 3200.883789
	Iteration 14Q: 3 clusters Score -2200455 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -2200537.750000 Penalty: 3200.883789
	Iteration 15Q: 3 clusters Score -2200538 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -2200589.000000 Penalty: 3200.883789
	Iteration 16Q: 3 clusters Score -2200589 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -2200653.250000 Penalty: 3200.883789
	Iteration 17Q: 3 clusters Score -2200653 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -2200699.250000 Penalty: 3200.883789
	Iteration 18Q: 3 clusters Score -2200699 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -2200747.750000 Penalty: 3200.883789
	Iteration 19Q: 3 clusters Score -2200748 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -2200785.750000 Penalty: 3200.883789
	Iteration 20F: 3 clusters Score -2200786 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -2200813.750000 Penalty: 3200.883789
	Iteration 21Q: 3 clusters Score -2200814 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -2200841.750000 Penalty: 3200.883789
	Iteration 22Q: 3 clusters Score -2200842 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2200870.500000 Penalty: 3200.883789
	Iteration 23Q: 3 clusters Score -2200870 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -2200889.500000 Penalty: 3200.883789
	Iteration 24Q: 3 clusters Score -2200890 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -2200932.500000 Penalty: 3200.883789
	Iteration 25Q: 3 clusters Score -2200932 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -2200956.750000 Penalty: 3200.883789
	Iteration 26Q: 3 clusters Score -2200957 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -2200989.000000 Penalty: 3200.883789
	Iteration 27Q: 3 clusters Score -2200989 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -2201023.500000 Penalty: 3200.883789
	Iteration 28Q: 3 clusters Score -2201024 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -2201053.750000 Penalty: 3200.883789
	Iteration 29Q: 3 clusters Score -2201054 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -2201095.000000 Penalty: 3200.883789
	Iteration 30Q: 3 clusters Score -2201095 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -2201122.000000 Penalty: 3200.883789
	Iteration 31Q: 3 clusters Score -2201122 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -2201156.500000 Penalty: 3200.883789
	Iteration 32Q: 3 clusters Score -2201156 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -2201199.750000 Penalty: 3200.883789
	Iteration 33Q: 3 clusters Score -2201200 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -2201226.750000 Penalty: 3200.883789
	Iteration 34Q: 3 clusters Score -2201227 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -2201253.000000 Penalty: 3200.883789
	Iteration 35Q: 3 clusters Score -2201253 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -2201270.500000 Penalty: 3200.883789
	Iteration 36Q: 3 clusters Score -2201270 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -2201288.000000 Penalty: 3200.883789
	Iteration 37Q: 3 clusters Score -2201288 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -2201305.500000 Penalty: 3200.883789
	Iteration 38Q: 3 clusters Score -2201306 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -2201323.750000 Penalty: 3200.883789
	Iteration 39Q: 3 clusters Score -2201324 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -2201354.500000 Penalty: 3200.883789
	Iteration 40F: 3 clusters Score -2201354 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -2201393.000000 Penalty: 3200.883789
	Iteration 41Q: 3 clusters Score -2201393 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -2201553.750000 Penalty: 3200.883789
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Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2201570 nChanged 108
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Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -2201607.250000 Penalty: 3200.883789
	Iteration 50Q: 3 clusters Score -2201607 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -2201621.750000 Penalty: 3200.883789
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2201664 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -2201672.500000 Penalty: 3200.883789
	Iteration 55Q: 3 clusters Score -2201672 nChanged 80
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2201693 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2201721 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -2201719.500000 Penalty: 3200.883789
	Iteration 59Q: 3 clusters Score -2201720 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -2201726.750000 Penalty: 3200.883789
	Iteration 60F: 3 clusters Score -2201727 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2201734 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2201740 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -2201756.750000 Penalty: 3200.883789
	Iteration 63Q: 3 clusters Score -2201757 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2201768 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -2201782.500000 Penalty: 3200.883789
	Iteration 65Q: 3 clusters Score -2201782 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2201797 nChanged 75
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Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -2201809.750000 Penalty: 3200.883789
	Iteration 67Q: 3 clusters Score -2201810 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2201828 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2201838 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -2201862.000000 Penalty: 3200.883789
	Iteration 70Q: 3 clusters Score -2201862 nChanged 107
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Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2201886 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2201919 nChanged 95
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2201936 nChanged 89
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2201941 nChanged 86
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2202028 nChanged 102
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Mstep: Class 1 contains 4400 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2202054 nChanged 136
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2202128 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -2202156.500000 Penalty: 3200.883789
	Iteration 83Q: 3 clusters Score -2202156 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -2202191.250000 Penalty: 3200.883789
	Iteration 84Q: 3 clusters Score -2202191 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -2202222.250000 Penalty: 3200.883789
	Iteration 85Q: 3 clusters Score -2202222 nChanged 133
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2202261 nChanged 135
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2202300 nChanged 133
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2202339 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2202377 nChanged 124
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2202412 nChanged 124
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2202452 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 16074 members 
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	Iteration 92Q: 3 clusters Score -2202481 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2640 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 2519 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2202682 nChanged 95
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Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2202708 nChanged 76
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -2202755.250000 Penalty: 3200.883789
	Iteration 100F: 3 clusters Score -2202755 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -2202778.500000 Penalty: 3200.883789
	Iteration 101Q: 3 clusters Score -2202778 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2202793 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -2202820.500000 Penalty: 3200.883789
	Iteration 103Q: 3 clusters Score -2202820 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2202836 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2202855 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -2202868.500000 Penalty: 3200.883789
	Iteration 106Q: 3 clusters Score -2202868 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2202893 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -2202914.000000 Penalty: 3200.883789
	Iteration 108Q: 3 clusters Score -2202914 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2202941 nChanged 57
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Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2202955 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2202972 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1320 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2202982 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -2203002.000000 Penalty: 3200.883789
	Iteration 113Q: 3 clusters Score -2203002 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -2203016.250000 Penalty: 3200.883789
	Iteration 114Q: 3 clusters Score -2203016 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -2203022.250000 Penalty: 3200.883789
	Iteration 115Q: 3 clusters Score -2203022 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -2203023.500000 Penalty: 3200.883789
	Iteration 116Q: 3 clusters Score -2203024 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -2203036.000000 Penalty: 3200.883789
	Iteration 117Q: 3 clusters Score -2203036 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2203040 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -2203044.250000 Penalty: 3200.883789
	Iteration 119Q: 3 clusters Score -2203044 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -2203052.000000 Penalty: 3200.883789
	Iteration 120F: 3 clusters Score -2203052 nChanged 13
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Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2203054 nChanged 11
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Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -2203056.500000 Penalty: 3200.883789
	Iteration 122Q: 3 clusters Score -2203056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -2203070.000000 Penalty: 3200.883789
	Iteration 123Q: 3 clusters Score -2203070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -2203075.750000 Penalty: 3200.883789
	Iteration 124Q: 3 clusters Score -2203076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -2203081.250000 Penalty: 3200.883789
	Iteration 125Q: 3 clusters Score -2203081 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -2203083.750000 Penalty: 3200.883789
	Iteration 126Q: 3 clusters Score -2203084 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -2203087.250000 Penalty: 3200.883789
	Iteration 127Q: 3 clusters Score -2203087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -2203091.250000 Penalty: 3200.883789
	Iteration 128Q: 3 clusters Score -2203091 nChanged 14
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Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -2203096.250000 Penalty: 3200.883789
	Iteration 129Q: 3 clusters Score -2203096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2203094 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -2203098.750000 Penalty: 3200.883789
	Iteration 131Q: 3 clusters Score -2203099 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -2203104.500000 Penalty: 3200.883789
	Iteration 132Q: 3 clusters Score -2203104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -2203111.500000 Penalty: 3200.883789
	Iteration 133Q: 3 clusters Score -2203112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -2203118.000000 Penalty: 3200.883789
	Iteration 134Q: 3 clusters Score -2203118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -2203120.250000 Penalty: 3200.883789
	Iteration 135Q: 3 clusters Score -2203120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -2203122.250000 Penalty: 3200.883789
	Iteration 136Q: 3 clusters Score -2203122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -2203128.250000 Penalty: 3200.883789
	Iteration 137Q: 3 clusters Score -2203128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -2203129.750000 Penalty: 3200.883789
	Iteration 138Q: 3 clusters Score -2203130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -2203134.500000 Penalty: 3200.883789
	Iteration 139Q: 3 clusters Score -2203134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -2203132.000000 Penalty: 3200.883789
	Iteration 140F: 3 clusters Score -2203132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -2203138.000000 Penalty: 3200.883789
	Iteration 141Q: 3 clusters Score -2203138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -2203139.250000 Penalty: 3200.883789
	Iteration 142Q: 3 clusters Score -2203139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -2203140.000000 Penalty: 3200.883789
	Iteration 143Q: 3 clusters Score -2203140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -2203142.250000 Penalty: 3200.883789
	Iteration 144Q: 3 clusters Score -2203142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -2203144.750000 Penalty: 3200.883789
	Iteration 145Q: 3 clusters Score -2203145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -2203147.000000 Penalty: 3200.883789
	Iteration 146Q: 3 clusters Score -2203147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -2203152.000000 Penalty: 3200.883789
	Iteration 147Q: 3 clusters Score -2203152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -2203155.750000 Penalty: 3200.883789
	Iteration 148Q: 3 clusters Score -2203156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -2203161.000000 Penalty: 3200.883789
	Iteration 149Q: 3 clusters Score -2203161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -2203161.250000 Penalty: 3200.883789
	Iteration 150Q: 3 clusters Score -2203161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -2203164.000000 Penalty: 3200.883789
	Iteration 151Q: 3 clusters Score -2203164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -2203168.250000 Penalty: 3200.883789
	Iteration 152Q: 3 clusters Score -2203168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -2203167.000000 Penalty: 3200.883789
	Iteration 153Q: 3 clusters Score -2203167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -2203167.750000 Penalty: 3200.883789
	Iteration 154Q: 3 clusters Score -2203168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -2203168.250000 Penalty: 3200.883789
	Iteration 155Q: 3 clusters Score -2203168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -2203169.750000 Penalty: 3200.883789
	Iteration 156Q: 3 clusters Score -2203170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -2203169.000000 Penalty: 3200.883789
	Iteration 157Q: 3 clusters Score -2203169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -2203170.000000 Penalty: 3200.883789
	Iteration 158Q: 3 clusters Score -2203170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -2203171.000000 Penalty: 3200.883789
	Iteration 159Q: 3 clusters Score -2203171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -2203172.750000 Penalty: 3200.883789
	Iteration 160F: 3 clusters Score -2203173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -2203172.750000 Penalty: 3200.883789
	Iteration 161Q: 3 clusters Score -2203173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -2203174.500000 Penalty: 3200.883789
	Iteration 162Q: 3 clusters Score -2203174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -2203176.750000 Penalty: 3200.883789
	Iteration 163Q: 3 clusters Score -2203177 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -2203182.750000 Penalty: 3200.883789
	Iteration 164Q: 3 clusters Score -2203183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -2203191.500000 Penalty: 3200.883789
	Iteration 165Q: 3 clusters Score -2203192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -2203198.000000 Penalty: 3200.883789
	Iteration 166Q: 3 clusters Score -2203198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -2203207.000000 Penalty: 3200.883789
	Iteration 167Q: 3 clusters Score -2203207 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -2203221.000000 Penalty: 3200.883789
	Iteration 168Q: 3 clusters Score -2203221 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -2203230.500000 Penalty: 3200.883789
	Iteration 169Q: 3 clusters Score -2203230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -2203234.250000 Penalty: 3200.883789
	Iteration 170Q: 3 clusters Score -2203234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -2203236.250000 Penalty: 3200.883789
	Iteration 171Q: 3 clusters Score -2203236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -2203241.750000 Penalty: 3200.883789
	Iteration 172Q: 3 clusters Score -2203242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -2203251.000000 Penalty: 3200.883789
	Iteration 173Q: 3 clusters Score -2203251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -2203255.000000 Penalty: 3200.883789
	Iteration 174Q: 3 clusters Score -2203255 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -2203264.500000 Penalty: 3200.883789
	Iteration 175Q: 3 clusters Score -2203264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -2203267.750000 Penalty: 3200.883789
	Iteration 176Q: 3 clusters Score -2203268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -2203269.250000 Penalty: 3200.883789
	Iteration 177Q: 3 clusters Score -2203269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -2203267.250000 Penalty: 3200.883789
	Iteration 178Q: 3 clusters Score -2203267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -2203267.250000 Penalty: 3200.883789
	Iteration 179F: 3 clusters Score -2203267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (37784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37784 members 
Entering Unmasked Estep 
Score: -4089497.500000 Penalty: 1712.691772
	Iteration 0F: 2 clusters Score -4089498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -4064110.750000 Penalty: 3425.383545
	Iteration 0F: 3 clusters Score -4064111 nChanged 17552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -4075217.000000 Penalty: 3425.383545
	Iteration 1F: 3 clusters Score -4075217 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -4077455.750000 Penalty: 3425.383545
	Iteration 2F: 3 clusters Score -4077456 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -4080454.750000 Penalty: 3425.383545
	Iteration 3F: 3 clusters Score -4080455 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -4083316.250000 Penalty: 3425.383545
	Iteration 4F: 3 clusters Score -4083316 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -4085317.500000 Penalty: 3425.383545
	Iteration 5F: 3 clusters Score -4085318 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -4086476.500000 Penalty: 3425.383545
	Iteration 6F: 3 clusters Score -4086476 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -4087337.000000 Penalty: 3425.383545
	Iteration 7Q: 3 clusters Score -4087337 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -4088239.000000 Penalty: 3425.383545
	Iteration 8Q: 3 clusters Score -4088239 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -4089148.500000 Penalty: 3425.383545
	Iteration 9Q: 3 clusters Score -4089148 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31820 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -4089476.750000 Penalty: 3425.383545
	Iteration 10Q: 3 clusters Score -4089477 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -4089658.000000 Penalty: 3425.383545
	Iteration 11Q: 3 clusters Score -4089658 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32577 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -4089772.000000 Penalty: 3425.383545
	Iteration 12Q: 3 clusters Score -4089772 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32820 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -4089842.500000 Penalty: 3425.383545
	Iteration 13Q: 3 clusters Score -4089842 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -4089915.250000 Penalty: 3425.383545
	Iteration 14Q: 3 clusters Score -4089915 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33210 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -4089974.750000 Penalty: 3425.383545
	Iteration 15Q: 3 clusters Score -4089975 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33356 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -4090026.000000 Penalty: 3425.383545
	Iteration 16Q: 3 clusters Score -4090026 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -4090059.750000 Penalty: 3425.383545
	Iteration 17Q: 3 clusters Score -4090060 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33602 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -4090090.250000 Penalty: 3425.383545
	Iteration 18Q: 3 clusters Score -4090090 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -4090098.000000 Penalty: 3425.383545
	Iteration 19Q: 3 clusters Score -4090098 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33787 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -4090103.250000 Penalty: 3425.383545
	Iteration 20F: 3 clusters Score -4090103 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33861 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -4090114.000000 Penalty: 3425.383545
	Iteration 21Q: 3 clusters Score -4090114 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33928 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -4090117.750000 Penalty: 3425.383545
	Iteration 22Q: 3 clusters Score -4090118 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33980 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -4090123.000000 Penalty: 3425.383545
	Iteration 23Q: 3 clusters Score -4090123 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34018 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -4090125.250000 Penalty: 3425.383545
	Iteration 24Q: 3 clusters Score -4090125 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34052 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -4090137.000000 Penalty: 3425.383545
	Iteration 25Q: 3 clusters Score -4090137 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34072 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -4090138.500000 Penalty: 3425.383545
	Iteration 26Q: 3 clusters Score -4090138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -4090136.500000 Penalty: 3425.383545
	Iteration 27Q: 3 clusters Score -4090136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34104 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -4090141.750000 Penalty: 3425.383545
	Iteration 28Q: 3 clusters Score -4090142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34114 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -4090138.500000 Penalty: 3425.383545
	Iteration 29Q: 3 clusters Score -4090138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -4090137.750000 Penalty: 3425.383545
	Iteration 30Q: 3 clusters Score -4090138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -4090142.500000 Penalty: 3425.383545
	Iteration 31Q: 3 clusters Score -4090142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34129 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -4090146.250000 Penalty: 3425.383545
	Iteration 32Q: 3 clusters Score -4090146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -4090146.750000 Penalty: 3425.383545
	Iteration 33Q: 3 clusters Score -4090147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -4090148.000000 Penalty: 3425.383545
	Iteration 34Q: 3 clusters Score -4090148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34134 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -4090146.250000 Penalty: 3425.383545
	Iteration 35Q: 3 clusters Score -4090146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -4090143.500000 Penalty: 3425.383545
	Iteration 36Q: 3 clusters Score -4090144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34138 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -4090142.500000 Penalty: 3425.383545
	Iteration 37Q: 3 clusters Score -4090142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34138 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -4090142.500000 Penalty: 3425.383545
	Iteration 38F: 3 clusters Score -4090142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 122461 members 
Mstep: Class 3 contains 2263 members 
Mstep: Class 4 contains 12018 members 
Mstep: Class 5 contains 612 members 
Mstep: Class 6 contains 914 members 
Mstep: Class 7 contains 80894 members 
Mstep: Class 8 contains 526 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 181217 members 
Mstep: Class 11 contains 139721 members 
Mstep: Class 12 contains 41260 members 
Mstep: Class 13 contains 113756 members 
Mstep: Class 14 contains 128915 members 
Mstep: Class 15 contains 3654 members 
Mstep: Class 16 contains 96998 members 
Mstep: Class 17 contains 16838 members 
Mstep: Class 18 contains 18937 members 
Mstep: Class 19 contains 34138 members 
Mstep: Class 20 contains 1922 members 
Mstep: Class 21 contains 123339 members 
Mstep: Class 22 contains 106322 members 
Mstep: Class 23 contains 160323 members 
Mstep: Class 24 contains 116536 members 
Mstep: Class 25 contains 683 members 
Mstep: Class 26 contains 1472 members 
Mstep: Class 27 contains 799 members 
Mstep: Class 28 contains 6105 members 
Mstep: Class 29 contains 96597 members 
Mstep: Class 30 contains 3093 members 
Mstep: Class 31 contains 105532 members 
Mstep: Class 32 contains 3646 members 
Entering Unmasked Estep 
Score: -194421232.000000 Penalty: 74669.453125
Splitting cluster 19 changes total score from -194245584.000000 to -194421232.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 20 (1922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Entering Unmasked Estep 
Score: -193838.656250 Penalty: 1228.682251
	Iteration 0F: 2 clusters Score -193838.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -191923.718750 Penalty: 2457.364502
	Iteration 0F: 3 clusters Score -191923.7 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -192960.390625 Penalty: 2457.364502
	Iteration 1F: 3 clusters Score -192960.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -194050.343750 Penalty: 2457.364502
	Iteration 2F: 3 clusters Score -194050.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -195236.453125 Penalty: 2457.364502
	Iteration 3F: 3 clusters Score -195236.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -195857.140625 Penalty: 2457.364502
	Iteration 4F: 3 clusters Score -195857.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -196192.265625 Penalty: 2457.364502
	Iteration 5Q: 3 clusters Score -196192.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -196477.828125 Penalty: 2457.364502
	Iteration 6Q: 3 clusters Score -196477.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -196588.750000 Penalty: 2457.364502
	Iteration 7Q: 3 clusters Score -196588.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -196609.406250 Penalty: 2457.364502
	Iteration 8Q: 3 clusters Score -196609.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -196624.984375 Penalty: 2457.364502
	Iteration 9Q: 3 clusters Score -196625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -196634.859375 Penalty: 2457.364502
	Iteration 10Q: 3 clusters Score -196634.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -196642.312500 Penalty: 2457.364502
	Iteration 11Q: 3 clusters Score -196642.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -196645.203125 Penalty: 2457.364502
	Iteration 12Q: 3 clusters Score -196645.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -196647.296875 Penalty: 2457.364502
	Iteration 13Q: 3 clusters Score -196647.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -196650.812500 Penalty: 2457.364502
	Iteration 14Q: 3 clusters Score -196650.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -196651.203125 Penalty: 2457.364502
	Iteration 15Q: 3 clusters Score -196651.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -196651.203125 Penalty: 2457.364502
	Iteration 16F: 3 clusters Score -196651.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 122461 members 
Mstep: Class 3 contains 2263 members 
Mstep: Class 4 contains 12018 members 
Mstep: Class 5 contains 612 members 
Mstep: Class 6 contains 914 members 
Mstep: Class 7 contains 80894 members 
Mstep: Class 8 contains 526 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 181217 members 
Mstep: Class 11 contains 139721 members 
Mstep: Class 12 contains 41260 members 
Mstep: Class 13 contains 113756 members 
Mstep: Class 14 contains 128915 members 
Mstep: Class 15 contains 3654 members 
Mstep: Class 16 contains 96998 members 
Mstep: Class 17 contains 16838 members 
Mstep: Class 18 contains 18937 members 
Mstep: Class 19 contains 34138 members 
Mstep: Class 20 contains 1410 members 
Mstep: Class 21 contains 123339 members 
Mstep: Class 22 contains 106322 members 
Mstep: Class 23 contains 160323 members 
Mstep: Class 24 contains 116536 members 
Mstep: Class 25 contains 683 members 
Mstep: Class 26 contains 1472 members 
Mstep: Class 27 contains 799 members 
Mstep: Class 28 contains 6105 members 
Mstep: Class 29 contains 96597 members 
Mstep: Class 30 contains 3093 members 
Mstep: Class 31 contains 105532 members 
Mstep: Class 32 contains 3646 members 
Mstep: Class 33 contains 512 members 
Entering Unmasked Estep 
Score: -194425008.000000 Penalty: 77002.867188
Splitting cluster 20 changes total score from -194245584.000000 to -194425008.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 21 (123339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123339 members 
Entering Unmasked Estep 
Score: -14661691.000000 Penalty: 1904.937378
	Iteration 0F: 2 clusters Score -1.466169e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61372 members 
Mstep: Class 2 contains 61967 members 
Entering Unmasked Estep 
Score: -14585742.000000 Penalty: 3809.874756
	Iteration 0F: 3 clusters Score -1.458574e+07 nChanged 59358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56546 members 
Mstep: Class 2 contains 66793 members 
Entering Unmasked Estep 
Score: -14621171.000000 Penalty: 3809.874756
	Iteration 1F: 3 clusters Score -1.462117e+07 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53319 members 
Mstep: Class 2 contains 70020 members 
Entering Unmasked Estep 
Score: -14623332.000000 Penalty: 3809.874756
	Iteration 2Q: 3 clusters Score -1.462333e+07 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48384 members 
Mstep: Class 2 contains 74955 members 
Entering Unmasked Estep 
Score: -14627051.000000 Penalty: 3809.874756
	Iteration 3F: 3 clusters Score -1.462705e+07 nChanged 8734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41470 members 
Mstep: Class 2 contains 81869 members 
Entering Unmasked Estep 
Score: -14632964.000000 Penalty: 3809.874756
	Iteration 4F: 3 clusters Score -1.463296e+07 nChanged 9792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33240 members 
Mstep: Class 2 contains 90099 members 
Entering Unmasked Estep 
Score: -14641257.000000 Penalty: 3809.874756
	Iteration 5F: 3 clusters Score -1.464126e+07 nChanged 8948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 97525 members 
Entering Unmasked Estep 
Score: -14649906.000000 Penalty: 3809.874756
	Iteration 6F: 3 clusters Score -1.464991e+07 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 102293 members 
Entering Unmasked Estep 
Score: -14655949.000000 Penalty: 3809.874756
	Iteration 7F: 3 clusters Score -1.465595e+07 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 104943 members 
Entering Unmasked Estep 
Score: -14659353.000000 Penalty: 3809.874756
	Iteration 8Q: 3 clusters Score -1.465935e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 106610 members 
Entering Unmasked Estep 
Score: -14661257.000000 Penalty: 3809.874756
	Iteration 9Q: 3 clusters Score -1.466126e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 107841 members 
Entering Unmasked Estep 
Score: -14662576.000000 Penalty: 3809.874756
	Iteration 10Q: 3 clusters Score -1.466258e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 108736 members 
Entering Unmasked Estep 
Score: -14663728.000000 Penalty: 3809.874756
	Iteration 11Q: 3 clusters Score -1.466373e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 109296 members 
Entering Unmasked Estep 
Score: -14664554.000000 Penalty: 3809.874756
	Iteration 12Q: 3 clusters Score -1.466455e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 109645 members 
Entering Unmasked Estep 
Score: -14665084.000000 Penalty: 3809.874756
	Iteration 13Q: 3 clusters Score -1.466508e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 109878 members 
Entering Unmasked Estep 
Score: -14665399.000000 Penalty: 3809.874756
	Iteration 14Q: 3 clusters Score -1.46654e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 110013 members 
Entering Unmasked Estep 
Score: -14665540.000000 Penalty: 3809.874756
	Iteration 15Q: 3 clusters Score -1.466554e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 110123 members 
Entering Unmasked Estep 
Score: -14665636.000000 Penalty: 3809.874756
	Iteration 16Q: 3 clusters Score -1.466564e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 110171 members 
Entering Unmasked Estep 
Score: -14665721.000000 Penalty: 3809.874756
	Iteration 17Q: 3 clusters Score -1.466572e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 110201 members 
Entering Unmasked Estep 
Score: -14665747.000000 Penalty: 3809.874756
	Iteration 18Q: 3 clusters Score -1.466575e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 110231 members 
Entering Unmasked Estep 
Score: -14665708.000000 Penalty: 3809.874756
	Iteration 19Q: 3 clusters Score -1.466571e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 110241 members 
Entering Unmasked Estep 
Score: -14665717.000000 Penalty: 3809.874756
	Iteration 20F: 3 clusters Score -1.466572e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 110227 members 
Entering Unmasked Estep 
Score: -14665724.000000 Penalty: 3809.874756
	Iteration 21Q: 3 clusters Score -1.466572e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 110207 members 
Entering Unmasked Estep 
Score: -14665736.000000 Penalty: 3809.874756
	Iteration 22Q: 3 clusters Score -1.466574e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 110199 members 
Entering Unmasked Estep 
Score: -14665743.000000 Penalty: 3809.874756
	Iteration 23Q: 3 clusters Score -1.466574e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 110184 members 
Entering Unmasked Estep 
Score: -14665753.000000 Penalty: 3809.874756
	Iteration 24Q: 3 clusters Score -1.466575e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 110175 members 
Entering Unmasked Estep 
Score: -14665767.000000 Penalty: 3809.874756
	Iteration 25Q: 3 clusters Score -1.466577e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 110168 members 
Entering Unmasked Estep 
Score: -14665780.000000 Penalty: 3809.874756
	Iteration 26Q: 3 clusters Score -1.466578e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 110162 members 
Entering Unmasked Estep 
Score: -14665775.000000 Penalty: 3809.874756
	Iteration 27Q: 3 clusters Score -1.466578e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 110155 members 
Entering Unmasked Estep 
Score: -14665777.000000 Penalty: 3809.874756
	Iteration 28Q: 3 clusters Score -1.466578e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 110153 members 
Entering Unmasked Estep 
Score: -14665766.000000 Penalty: 3809.874756
	Iteration 29Q: 3 clusters Score -1.466577e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 110150 members 
Entering Unmasked Estep 
Score: -14665768.000000 Penalty: 3809.874756
	Iteration 30Q: 3 clusters Score -1.466577e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 110149 members 
Entering Unmasked Estep 
Score: -14665774.000000 Penalty: 3809.874756
	Iteration 31Q: 3 clusters Score -1.466577e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 110145 members 
Entering Unmasked Estep 
Score: -14665765.000000 Penalty: 3809.874756
	Iteration 32Q: 3 clusters Score -1.466576e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 110139 members 
Entering Unmasked Estep 
Score: -14665779.000000 Penalty: 3809.874756
	Iteration 33Q: 3 clusters Score -1.466578e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 110138 members 
Entering Unmasked Estep 
Score: -14665779.000000 Penalty: 3809.874756
	Iteration 34Q: 3 clusters Score -1.466578e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 110137 members 
Entering Unmasked Estep 
Score: -14665778.000000 Penalty: 3809.874756
	Iteration 35Q: 3 clusters Score -1.466578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 110132 members 
Entering Unmasked Estep 
Score: -14665766.000000 Penalty: 3809.874756
	Iteration 36Q: 3 clusters Score -1.466577e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 110131 members 
Entering Unmasked Estep 
Score: -14665773.000000 Penalty: 3809.874756
	Iteration 37Q: 3 clusters Score -1.466577e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 110126 members 
Entering Unmasked Estep 
Score: -14665777.000000 Penalty: 3809.874756
	Iteration 38Q: 3 clusters Score -1.466578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 110124 members 
Entering Unmasked Estep 
Score: -14665785.000000 Penalty: 3809.874756
	Iteration 39Q: 3 clusters Score -1.466578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 110122 members 
Entering Unmasked Estep 
Score: -14665781.000000 Penalty: 3809.874756
	Iteration 40F: 3 clusters Score -1.466578e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 110118 members 
Entering Unmasked Estep 
Score: -14665777.000000 Penalty: 3809.874756
	Iteration 41Q: 3 clusters Score -1.466578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 110116 members 
Entering Unmasked Estep 
Score: -14665772.000000 Penalty: 3809.874756
	Iteration 42Q: 3 clusters Score -1.466577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 110114 members 
Entering Unmasked Estep 
Score: -14665770.000000 Penalty: 3809.874756
	Iteration 43Q: 3 clusters Score -1.466577e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 110113 members 
Entering Unmasked Estep 
Score: -14665770.000000 Penalty: 3809.874756
	Iteration 44Q: 3 clusters Score -1.466577e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 110112 members 
Entering Unmasked Estep 
Score: -14665768.000000 Penalty: 3809.874756
	Iteration 45Q: 3 clusters Score -1.466577e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 110111 members 
Entering Unmasked Estep 
Score: -14665767.000000 Penalty: 3809.874756
	Iteration 46Q: 3 clusters Score -1.466577e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 110110 members 
Entering Unmasked Estep 
Score: -14665771.000000 Penalty: 3809.874756
	Iteration 47Q: 3 clusters Score -1.466577e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 110110 members 
Entering Unmasked Estep 
Score: -14665771.000000 Penalty: 3809.874756
	Iteration 48F: 3 clusters Score -1.466577e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 122461 members 
Mstep: Class 3 contains 2263 members 
Mstep: Class 4 contains 12018 members 
Mstep: Class 5 contains 612 members 
Mstep: Class 6 contains 914 members 
Mstep: Class 7 contains 80894 members 
Mstep: Class 8 contains 526 members 
Mstep: Class 9 contains 563 members 
Mstep: Class 10 contains 181217 members 
Mstep: Class 11 contains 139721 members 
Mstep: Class 12 contains 41260 members 
Mstep: Class 13 contains 113756 members 
Mstep: Class 14 contains 128915 members 
Mstep: Class 15 contains 3654 members 
Mstep: Class 16 contains 96998 members 
Mstep: Class 17 contains 16838 members 
Mstep: Class 18 contains 18937 members 
Mstep: Class 19 contains 34138 members 
Mstep: Class 20 contains 1410 members 
Mstep: Class 21 contains 13229 members 
Mstep: Class 22 contains 106322 members 
Mstep: Class 23 contains 160323 members 
Mstep: Class 24 contains 116536 members 
Mstep: Class 25 contains 683 members 
Mstep: Class 26 contains 1472 members 
Mstep: Class 27 contains 799 members 
Mstep: Class 28 contains 6105 members 
Mstep: Class 29 contains 96597 members 
Mstep: Class 30 contains 3093 members 
Mstep: Class 31 contains 105532 members 
Mstep: Class 32 contains 3646 members 
Mstep: Class 33 contains 512 members 
Mstep: Class 34 contains 110110 members 
Entering Unmasked Estep 
Score: -194430784.000000 Penalty: 79336.289062
Splitting cluster 21 changes total score from -194245584.000000 to -194430784.000000
So it's getting split into cluster 34.
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 122461 members 
Mstep: Class 3 contains 2263 members 
Mstep: Class 4 contains 12018 members 
Mstep: Class 5 contains 612 members 
Mstep: Class 6 contains 914 members 
Mstep: Class 7 contains 80894 members 
Mstep: Class 8 contains 526 members 
Mstep: Class 10 contains 181217 members 
Mstep: Class 11 contains 139721 members 
Mstep: Class 12 contains 41260 members 
Mstep: Class 13 contains 113756 members 
Mstep: Class 14 contains 128915 members 
Mstep: Class 15 contains 3654 members 
Mstep: Class 16 contains 96998 members 
Mstep: Class 17 contains 16838 members 
Mstep: Class 18 contains 18937 members 
Mstep: Class 19 contains 34138 members 
Mstep: Class 20 contains 1410 members 
Mstep: Class 21 contains 13229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194482608.000000 Penalty: 79336.289062
Iteration 39Q: 35 clusters Score -1.944826e+08 nChanged 100518
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 130089 members 
Mstep: Class 3 contains 2473 members 
Mstep: Class 4 contains 12556 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 909 members 
Mstep: Class 7 contains 81886 members 
Mstep: Class 8 contains 524 members 
Mstep: Class 9 contains 511 members 
Mstep: Class 10 contains 183823 members 
Mstep: Class 11 contains 135745 members 
Mstep: Class 12 contains 42070 members 
Mstep: Class 13 contains 112811 members 
Mstep: Class 14 contains 138046 members 
Mstep: Class 15 contains 3884 members 
Mstep: Class 16 contains 112403 members 
Mstep: Class 17 contains 16969 members 
Mstep: Class 18 contains 18705 members 
Mstep: Class 19 contains 35451 members 
Mstep: Class 20 contains 1612 members 
Mstep: Class 21 contains 14070 members 
Mstep: Class 22 contains 102213 members 
Mstep: Class 23 contains 137688 members 
Mstep: Class 24 contains 111193 members 
Mstep: Class 25 contains 751 members 
Mstep: Class 26 contains 1527 members 
Mstep: Class 27 contains 763 members 
Mstep: Class 28 contains 5940 members 
Mstep: Class 29 contains 106723 members 
Mstep: Class 30 contains 3084 members 
Mstep: Class 31 contains 101071 members 
Mstep: Class 32 contains 3513 members 
Mstep: Class 33 contains 510 members 
Mstep: Class 34 contains 101885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194531680.000000 Penalty: 79336.289062
Iteration 40F: 35 clusters Score -1.945317e+08 nChanged 104850
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 121672 members 
Mstep: Class 3 contains 2508 members 
Mstep: Class 4 contains 12940 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 924 members 
Mstep: Class 7 contains 81489 members 
Mstep: Class 8 contains 544 members 
Mstep: Class 9 contains 523 members 
Mstep: Class 10 contains 184332 members 
Mstep: Class 11 contains 118414 members 
Mstep: Class 12 contains 42015 members 
Mstep: Class 13 contains 111275 members 
Mstep: Class 14 contains 143673 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 115992 members 
Mstep: Class 17 contains 16823 members 
Mstep: Class 18 contains 17379 members 
Mstep: Class 19 contains 34704 members 
Mstep: Class 20 contains 1595 members 
Mstep: Class 21 contains 14537 members 
Mstep: Class 22 contains 106405 members 
Mstep: Class 23 contains 127580 members 
Mstep: Class 24 contains 109649 members 
Mstep: Class 25 contains 800 members 
Mstep: Class 26 contains 1689 members 
Mstep: Class 27 contains 780 members 
Mstep: Class 28 contains 6710 members 
Mstep: Class 29 contains 134740 members 
Mstep: Class 30 contains 3374 members 
Mstep: Class 31 contains 101863 members 
Mstep: Class 32 contains 3662 members 
Mstep: Class 33 contains 610 members 
Mstep: Class 34 contains 98504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194542320.000000 Penalty: 79336.289062
Iteration 41F: 35 clusters Score -1.945423e+08 nChanged 94981
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 111193 members 
Mstep: Class 3 contains 2584 members 
Mstep: Class 4 contains 13355 members 
Mstep: Class 5 contains 630 members 
Mstep: Class 6 contains 934 members 
Mstep: Class 7 contains 81524 members 
Mstep: Class 8 contains 547 members 
Mstep: Class 9 contains 520 members 
Mstep: Class 10 contains 184749 members 
Mstep: Class 11 contains 106753 members 
Mstep: Class 12 contains 42005 members 
Mstep: Class 13 contains 110407 members 
Mstep: Class 14 contains 149405 members 
Mstep: Class 15 contains 3909 members 
Mstep: Class 16 contains 112928 members 
Mstep: Class 17 contains 16693 members 
Mstep: Class 18 contains 16321 members 
Mstep: Class 19 contains 34094 members 
Mstep: Class 20 contains 1598 members 
Mstep: Class 21 contains 15072 members 
Mstep: Class 22 contains 104883 members 
Mstep: Class 23 contains 120065 members 
Mstep: Class 24 contains 108361 members 
Mstep: Class 25 contains 801 members 
Mstep: Class 26 contains 1711 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 7176 members 
Mstep: Class 29 contains 170650 members 
Mstep: Class 30 contains 3459 members 
Mstep: Class 31 contains 98406 members 
Mstep: Class 32 contains 3747 members 
Mstep: Class 33 contains 639 members 
Mstep: Class 34 contains 96345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194530000.000000 Penalty: 79336.289062
Iteration 42F: 35 clusters Score -1.9453e+08 nChanged 84759
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 102791 members 
Mstep: Class 3 contains 2775 members 
Mstep: Class 4 contains 13826 members 
Mstep: Class 5 contains 629 members 
Mstep: Class 6 contains 933 members 
Mstep: Class 7 contains 82055 members 
Mstep: Class 8 contains 544 members 
Mstep: Class 9 contains 508 members 
Mstep: Class 10 contains 184967 members 
Mstep: Class 11 contains 98651 members 
Mstep: Class 12 contains 41973 members 
Mstep: Class 13 contains 110119 members 
Mstep: Class 14 contains 156411 members 
Mstep: Class 15 contains 3946 members 
Mstep: Class 16 contains 109867 members 
Mstep: Class 17 contains 16548 members 
Mstep: Class 18 contains 15314 members 
Mstep: Class 19 contains 33612 members 
Mstep: Class 20 contains 1601 members 
Mstep: Class 21 contains 15672 members 
Mstep: Class 22 contains 102265 members 
Mstep: Class 23 contains 115166 members 
Mstep: Class 24 contains 107393 members 
Mstep: Class 25 contains 797 members 
Mstep: Class 26 contains 1716 members 
Mstep: Class 27 contains 814 members 
Mstep: Class 28 contains 7546 members 
Mstep: Class 29 contains 194415 members 
Mstep: Class 30 contains 3490 members 
Mstep: Class 31 contains 95951 members 
Mstep: Class 32 contains 3793 members 
Mstep: Class 33 contains 654 members 
Mstep: Class 34 contains 95540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194527584.000000 Penalty: 79336.289062
Iteration 43Q: 35 clusters Score -1.945276e+08 nChanged 54436
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 98476 members 
Mstep: Class 3 contains 3015 members 
Mstep: Class 4 contains 14265 members 
Mstep: Class 5 contains 634 members 
Mstep: Class 6 contains 925 members 
Mstep: Class 7 contains 82544 members 
Mstep: Class 8 contains 536 members 
Mstep: Class 9 contains 498 members 
Mstep: Class 10 contains 185163 members 
Mstep: Class 11 contains 94728 members 
Mstep: Class 12 contains 41909 members 
Mstep: Class 13 contains 109695 members 
Mstep: Class 14 contains 160240 members 
Mstep: Class 15 contains 3979 members 
Mstep: Class 16 contains 112578 members 
Mstep: Class 17 contains 16388 members 
Mstep: Class 18 contains 14294 members 
Mstep: Class 19 contains 33260 members 
Mstep: Class 20 contains 1604 members 
Mstep: Class 21 contains 16301 members 
Mstep: Class 22 contains 102122 members 
Mstep: Class 23 contains 112657 members 
Mstep: Class 24 contains 106623 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 1728 members 
Mstep: Class 27 contains 821 members 
Mstep: Class 28 contains 7848 members 
Mstep: Class 29 contains 197657 members 
Mstep: Class 30 contains 3507 members 
Mstep: Class 31 contains 97442 members 
Mstep: Class 32 contains 3827 members 
Mstep: Class 33 contains 663 members 
Mstep: Class 34 contains 95566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194524784.000000 Penalty: 79336.289062
Iteration 44Q: 35 clusters Score -1.945248e+08 nChanged 38725
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 96518 members 
Mstep: Class 3 contains 3267 members 
Mstep: Class 4 contains 14704 members 
Mstep: Class 5 contains 634 members 
Mstep: Class 6 contains 919 members 
Mstep: Class 7 contains 83055 members 
Mstep: Class 8 contains 538 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 185364 members 
Mstep: Class 11 contains 92469 members 
Mstep: Class 12 contains 41874 members 
Mstep: Class 13 contains 109315 members 
Mstep: Class 14 contains 160349 members 
Mstep: Class 15 contains 4006 members 
Mstep: Class 16 contains 116735 members 
Mstep: Class 17 contains 16194 members 
Mstep: Class 18 contains 13342 members 
Mstep: Class 19 contains 32948 members 
Mstep: Class 20 contains 1610 members 
Mstep: Class 21 contains 16963 members 
Mstep: Class 22 contains 102785 members 
Mstep: Class 23 contains 110973 members 
Mstep: Class 24 contains 105874 members 
Mstep: Class 25 contains 789 members 
Mstep: Class 26 contains 1733 members 
Mstep: Class 27 contains 825 members 
Mstep: Class 28 contains 8129 members 
Mstep: Class 29 contains 195926 members 
Mstep: Class 30 contains 3510 members 
Mstep: Class 31 contains 100087 members 
Mstep: Class 32 contains 3856 members 
Mstep: Class 33 contains 667 members 
Mstep: Class 34 contains 95843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194522336.000000 Penalty: 79336.289062
Iteration 45Q: 35 clusters Score -1.945223e+08 nChanged 33105
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 95765 members 
Mstep: Class 3 contains 3510 members 
Mstep: Class 4 contains 15061 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 921 members 
Mstep: Class 7 contains 83626 members 
Mstep: Class 8 contains 536 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 185521 members 
Mstep: Class 11 contains 90811 members 
Mstep: Class 12 contains 41815 members 
Mstep: Class 13 contains 108813 members 
Mstep: Class 14 contains 159636 members 
Mstep: Class 15 contains 4031 members 
Mstep: Class 16 contains 119900 members 
Mstep: Class 17 contains 16032 members 
Mstep: Class 18 contains 12426 members 
Mstep: Class 19 contains 32636 members 
Mstep: Class 20 contains 1613 members 
Mstep: Class 21 contains 17587 members 
Mstep: Class 22 contains 103419 members 
Mstep: Class 23 contains 109838 members 
Mstep: Class 24 contains 105200 members 
Mstep: Class 25 contains 787 members 
Mstep: Class 26 contains 1735 members 
Mstep: Class 27 contains 833 members 
Mstep: Class 28 contains 8414 members 
Mstep: Class 29 contains 193939 members 
Mstep: Class 30 contains 3511 members 
Mstep: Class 31 contains 102417 members 
Mstep: Class 32 contains 3893 members 
Mstep: Class 33 contains 669 members 
Mstep: Class 34 contains 96287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194521184.000000 Penalty: 79336.289062
Iteration 46Q: 35 clusters Score -1.945212e+08 nChanged 30286
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 96062 members 
Mstep: Class 3 contains 3727 members 
Mstep: Class 4 contains 15406 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 918 members 
Mstep: Class 7 contains 84247 members 
Mstep: Class 8 contains 537 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 185648 members 
Mstep: Class 11 contains 89305 members 
Mstep: Class 12 contains 41710 members 
Mstep: Class 13 contains 108238 members 
Mstep: Class 14 contains 158636 members 
Mstep: Class 15 contains 4059 members 
Mstep: Class 16 contains 122732 members 
Mstep: Class 17 contains 15838 members 
Mstep: Class 18 contains 11579 members 
Mstep: Class 19 contains 32347 members 
Mstep: Class 20 contains 1619 members 
Mstep: Class 21 contains 18184 members 
Mstep: Class 22 contains 104066 members 
Mstep: Class 23 contains 109298 members 
Mstep: Class 24 contains 104646 members 
Mstep: Class 25 contains 788 members 
Mstep: Class 26 contains 1741 members 
Mstep: Class 27 contains 829 members 
Mstep: Class 28 contains 8675 members 
Mstep: Class 29 contains 191389 members 
Mstep: Class 30 contains 3507 members 
Mstep: Class 31 contains 104019 members 
Mstep: Class 32 contains 3934 members 
Mstep: Class 33 contains 666 members 
Mstep: Class 34 contains 96836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194519040.000000 Penalty: 79336.289062
Iteration 47Q: 35 clusters Score -1.94519e+08 nChanged 28871
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 97340 members 
Mstep: Class 3 contains 3953 members 
Mstep: Class 4 contains 15761 members 
Mstep: Class 5 contains 628 members 
Mstep: Class 6 contains 914 members 
Mstep: Class 7 contains 84846 members 
Mstep: Class 8 contains 540 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 185740 members 
Mstep: Class 11 contains 88085 members 
Mstep: Class 12 contains 41612 members 
Mstep: Class 13 contains 107660 members 
Mstep: Class 14 contains 157440 members 
Mstep: Class 15 contains 4085 members 
Mstep: Class 16 contains 125260 members 
Mstep: Class 17 contains 15601 members 
Mstep: Class 18 contains 10824 members 
Mstep: Class 19 contains 32048 members 
Mstep: Class 20 contains 1623 members 
Mstep: Class 21 contains 18792 members 
Mstep: Class 22 contains 104933 members 
Mstep: Class 23 contains 109123 members 
Mstep: Class 24 contains 104150 members 
Mstep: Class 25 contains 792 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 823 members 
Mstep: Class 28 contains 8944 members 
Mstep: Class 29 contains 188097 members 
Mstep: Class 30 contains 3501 members 
Mstep: Class 31 contains 104940 members 
Mstep: Class 32 contains 3969 members 
Mstep: Class 33 contains 659 members 
Mstep: Class 34 contains 97386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194517952.000000 Penalty: 79336.289062
Iteration 48Q: 35 clusters Score -1.94518e+08 nChanged 27329
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 99450 members 
Mstep: Class 3 contains 4200 members 
Mstep: Class 4 contains 16109 members 
Mstep: Class 5 contains 618 members 
Mstep: Class 6 contains 914 members 
Mstep: Class 7 contains 85490 members 
Mstep: Class 8 contains 545 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 185824 members 
Mstep: Class 11 contains 87296 members 
Mstep: Class 12 contains 41470 members 
Mstep: Class 13 contains 106980 members 
Mstep: Class 14 contains 155692 members 
Mstep: Class 15 contains 4119 members 
Mstep: Class 16 contains 127724 members 
Mstep: Class 17 contains 15308 members 
Mstep: Class 18 contains 10167 members 
Mstep: Class 19 contains 31776 members 
Mstep: Class 20 contains 1619 members 
Mstep: Class 21 contains 19468 members 
Mstep: Class 22 contains 105819 members 
Mstep: Class 23 contains 109291 members 
Mstep: Class 24 contains 103691 members 
Mstep: Class 25 contains 793 members 
Mstep: Class 26 contains 1753 members 
Mstep: Class 27 contains 826 members 
Mstep: Class 28 contains 9213 members 
Mstep: Class 29 contains 183926 members 
Mstep: Class 30 contains 3492 members 
Mstep: Class 31 contains 105710 members 
Mstep: Class 32 contains 3982 members 
Mstep: Class 33 contains 654 members 
Mstep: Class 34 contains 97899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194516688.000000 Penalty: 79336.289062
Iteration 49Q: 35 clusters Score -1.945167e+08 nChanged 26987
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 102213 members 
Mstep: Class 3 contains 4445 members 
Mstep: Class 4 contains 16461 members 
Mstep: Class 5 contains 612 members 
Mstep: Class 6 contains 913 members 
Mstep: Class 7 contains 86150 members 
Mstep: Class 8 contains 545 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 185950 members 
Mstep: Class 11 contains 86626 members 
Mstep: Class 12 contains 41338 members 
Mstep: Class 13 contains 106205 members 
Mstep: Class 14 contains 153682 members 
Mstep: Class 15 contains 4157 members 
Mstep: Class 16 contains 129934 members 
Mstep: Class 17 contains 14941 members 
Mstep: Class 18 contains 9516 members 
Mstep: Class 19 contains 31549 members 
Mstep: Class 20 contains 1623 members 
Mstep: Class 21 contains 20185 members 
Mstep: Class 22 contains 107030 members 
Mstep: Class 23 contains 109709 members 
Mstep: Class 24 contains 103210 members 
Mstep: Class 25 contains 795 members 
Mstep: Class 26 contains 1756 members 
Mstep: Class 27 contains 830 members 
Mstep: Class 28 contains 9439 members 
Mstep: Class 29 contains 179234 members 
Mstep: Class 30 contains 3490 members 
Mstep: Class 31 contains 106302 members 
Mstep: Class 32 contains 3995 members 
Mstep: Class 33 contains 647 members 
Mstep: Class 34 contains 98336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194519840.000000 Penalty: 79336.289062
Iteration 50Q: 35 clusters Score -1.945198e+08 nChanged 26641
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 104978 members 
Mstep: Class 3 contains 4686 members 
Mstep: Class 4 contains 16800 members 
Mstep: Class 5 contains 605 members 
Mstep: Class 6 contains 911 members 
Mstep: Class 7 contains 86819 members 
Mstep: Class 8 contains 546 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 186059 members 
Mstep: Class 11 contains 85967 members 
Mstep: Class 12 contains 41199 members 
Mstep: Class 13 contains 105296 members 
Mstep: Class 14 contains 151573 members 
Mstep: Class 15 contains 4189 members 
Mstep: Class 16 contains 131793 members 
Mstep: Class 17 contains 14553 members 
Mstep: Class 18 contains 8945 members 
Mstep: Class 19 contains 31316 members 
Mstep: Class 20 contains 1627 members 
Mstep: Class 21 contains 20929 members 
Mstep: Class 22 contains 108231 members 
Mstep: Class 23 contains 110376 members 
Mstep: Class 24 contains 102701 members 
Mstep: Class 25 contains 796 members 
Mstep: Class 26 contains 1762 members 
Mstep: Class 27 contains 834 members 
Mstep: Class 28 contains 9631 members 
Mstep: Class 29 contains 174585 members 
Mstep: Class 30 contains 3498 members 
Mstep: Class 31 contains 107211 members 
Mstep: Class 32 contains 4014 members 
Mstep: Class 33 contains 641 members 
Mstep: Class 34 contains 98749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194524768.000000 Penalty: 79336.289062
Iteration 51Q: 35 clusters Score -1.945248e+08 nChanged 25191
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 107137 members 
Mstep: Class 3 contains 4930 members 
Mstep: Class 4 contains 17084 members 
Mstep: Class 5 contains 608 members 
Mstep: Class 6 contains 910 members 
Mstep: Class 7 contains 87363 members 
Mstep: Class 8 contains 547 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 186215 members 
Mstep: Class 11 contains 85214 members 
Mstep: Class 12 contains 41027 members 
Mstep: Class 13 contains 104286 members 
Mstep: Class 14 contains 149555 members 
Mstep: Class 15 contains 4219 members 
Mstep: Class 16 contains 132931 members 
Mstep: Class 17 contains 14185 members 
Mstep: Class 18 contains 8473 members 
Mstep: Class 19 contains 31121 members 
Mstep: Class 20 contains 1629 members 
Mstep: Class 21 contains 21657 members 
Mstep: Class 22 contains 109238 members 
Mstep: Class 23 contains 111187 members 
Mstep: Class 24 contains 102269 members 
Mstep: Class 25 contains 797 members 
Mstep: Class 26 contains 1765 members 
Mstep: Class 27 contains 829 members 
Mstep: Class 28 contains 9784 members 
Mstep: Class 29 contains 171196 members 
Mstep: Class 30 contains 3504 members 
Mstep: Class 31 contains 108445 members 
Mstep: Class 32 contains 4020 members 
Mstep: Class 33 contains 638 members 
Mstep: Class 34 contains 99060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194529552.000000 Penalty: 79336.289062
Iteration 52Q: 35 clusters Score -1.945296e+08 nChanged 23523
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 108808 members 
Mstep: Class 3 contains 5178 members 
Mstep: Class 4 contains 17395 members 
Mstep: Class 5 contains 612 members 
Mstep: Class 6 contains 910 members 
Mstep: Class 7 contains 87860 members 
Mstep: Class 8 contains 548 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 186371 members 
Mstep: Class 11 contains 84686 members 
Mstep: Class 12 contains 40859 members 
Mstep: Class 13 contains 103193 members 
Mstep: Class 14 contains 146865 members 
Mstep: Class 15 contains 4245 members 
Mstep: Class 16 contains 133877 members 
Mstep: Class 17 contains 13775 members 
Mstep: Class 18 contains 8084 members 
Mstep: Class 19 contains 30951 members 
Mstep: Class 20 contains 1632 members 
Mstep: Class 21 contains 22404 members 
Mstep: Class 22 contains 109921 members 
Mstep: Class 23 contains 112136 members 
Mstep: Class 24 contains 101871 members 
Mstep: Class 25 contains 796 members 
Mstep: Class 26 contains 1770 members 
Mstep: Class 27 contains 823 members 
Mstep: Class 28 contains 9900 members 
Mstep: Class 29 contains 168713 members 
Mstep: Class 30 contains 3502 members 
Mstep: Class 31 contains 110100 members 
Mstep: Class 32 contains 4032 members 
Mstep: Class 33 contains 635 members 
Mstep: Class 34 contains 99373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194533440.000000 Penalty: 79336.289062
Iteration 53Q: 35 clusters Score -1.945334e+08 nChanged 21873
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 110232 members 
Mstep: Class 3 contains 5436 members 
Mstep: Class 4 contains 17670 members 
Mstep: Class 5 contains 620 members 
Mstep: Class 6 contains 910 members 
Mstep: Class 7 contains 88340 members 
Mstep: Class 8 contains 544 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 186476 members 
Mstep: Class 11 contains 84412 members 
Mstep: Class 12 contains 40688 members 
Mstep: Class 13 contains 101959 members 
Mstep: Class 14 contains 144085 members 
Mstep: Class 15 contains 4271 members 
Mstep: Class 16 contains 134537 members 
Mstep: Class 17 contains 13422 members 
Mstep: Class 18 contains 7740 members 
Mstep: Class 19 contains 30803 members 
Mstep: Class 20 contains 1637 members 
Mstep: Class 21 contains 23132 members 
Mstep: Class 22 contains 110588 members 
Mstep: Class 23 contains 113309 members 
Mstep: Class 24 contains 101490 members 
Mstep: Class 25 contains 799 members 
Mstep: Class 26 contains 1768 members 
Mstep: Class 27 contains 821 members 
Mstep: Class 28 contains 10014 members 
Mstep: Class 29 contains 166436 members 
Mstep: Class 30 contains 3498 members 
Mstep: Class 31 contains 111938 members 
Mstep: Class 32 contains 4039 members 
Mstep: Class 33 contains 631 members 
Mstep: Class 34 contains 99581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194536352.000000 Penalty: 79336.289062
Iteration 54Q: 35 clusters Score -1.945364e+08 nChanged 21108
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 111581 members 
Mstep: Class 3 contains 5666 members 
Mstep: Class 4 contains 17927 members 
Mstep: Class 5 contains 614 members 
Mstep: Class 6 contains 909 members 
Mstep: Class 7 contains 88728 members 
Mstep: Class 8 contains 546 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 186557 members 
Mstep: Class 11 contains 84324 members 
Mstep: Class 12 contains 40518 members 
Mstep: Class 13 contains 100629 members 
Mstep: Class 14 contains 141074 members 
Mstep: Class 15 contains 4294 members 
Mstep: Class 16 contains 135009 members 
Mstep: Class 17 contains 13088 members 
Mstep: Class 18 contains 7479 members 
Mstep: Class 19 contains 30656 members 
Mstep: Class 20 contains 1641 members 
Mstep: Class 21 contains 23851 members 
Mstep: Class 22 contains 111240 members 
Mstep: Class 23 contains 114665 members 
Mstep: Class 24 contains 101101 members 
Mstep: Class 25 contains 803 members 
Mstep: Class 26 contains 1768 members 
Mstep: Class 27 contains 823 members 
Mstep: Class 28 contains 10121 members 
Mstep: Class 29 contains 164453 members 
Mstep: Class 30 contains 3495 members 
Mstep: Class 31 contains 113817 members 
Mstep: Class 32 contains 4058 members 
Mstep: Class 33 contains 627 members 
Mstep: Class 34 contains 99766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194539328.000000 Penalty: 79336.289062
Iteration 55Q: 35 clusters Score -1.945393e+08 nChanged 20434
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 112829 members 
Mstep: Class 3 contains 5893 members 
Mstep: Class 4 contains 18145 members 
Mstep: Class 5 contains 607 members 
Mstep: Class 6 contains 909 members 
Mstep: Class 7 contains 89100 members 
Mstep: Class 8 contains 547 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 186648 members 
Mstep: Class 11 contains 84494 members 
Mstep: Class 12 contains 40330 members 
Mstep: Class 13 contains 99243 members 
Mstep: Class 14 contains 138204 members 
Mstep: Class 15 contains 4317 members 
Mstep: Class 16 contains 135398 members 
Mstep: Class 17 contains 12791 members 
Mstep: Class 18 contains 7220 members 
Mstep: Class 19 contains 30522 members 
Mstep: Class 20 contains 1638 members 
Mstep: Class 21 contains 24503 members 
Mstep: Class 22 contains 111962 members 
Mstep: Class 23 contains 116089 members 
Mstep: Class 24 contains 100745 members 
Mstep: Class 25 contains 807 members 
Mstep: Class 26 contains 1771 members 
Mstep: Class 27 contains 822 members 
Mstep: Class 28 contains 10197 members 
Mstep: Class 29 contains 162646 members 
Mstep: Class 30 contains 3498 members 
Mstep: Class 31 contains 115366 members 
Mstep: Class 32 contains 4073 members 
Mstep: Class 33 contains 628 members 
Mstep: Class 34 contains 99888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194540832.000000 Penalty: 79336.289062
Iteration 56Q: 35 clusters Score -1.945408e+08 nChanged 19601
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 113941 members 
Mstep: Class 3 contains 6114 members 
Mstep: Class 4 contains 18372 members 
Mstep: Class 5 contains 610 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 89459 members 
Mstep: Class 8 contains 546 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 186751 members 
Mstep: Class 11 contains 84860 members 
Mstep: Class 12 contains 40138 members 
Mstep: Class 13 contains 97829 members 
Mstep: Class 14 contains 135545 members 
Mstep: Class 15 contains 4338 members 
Mstep: Class 16 contains 135598 members 
Mstep: Class 17 contains 12501 members 
Mstep: Class 18 contains 6986 members 
Mstep: Class 19 contains 30399 members 
Mstep: Class 20 contains 1633 members 
Mstep: Class 21 contains 25124 members 
Mstep: Class 22 contains 112860 members 
Mstep: Class 23 contains 117530 members 
Mstep: Class 24 contains 100358 members 
Mstep: Class 25 contains 806 members 
Mstep: Class 26 contains 1771 members 
Mstep: Class 27 contains 822 members 
Mstep: Class 28 contains 10272 members 
Mstep: Class 29 contains 160945 members 
Mstep: Class 30 contains 3493 members 
Mstep: Class 31 contains 116646 members 
Mstep: Class 32 contains 4095 members 
Mstep: Class 33 contains 627 members 
Mstep: Class 34 contains 99953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194542064.000000 Penalty: 79336.289062
Iteration 57Q: 35 clusters Score -1.945421e+08 nChanged 18584
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 115295 members 
Mstep: Class 3 contains 6284 members 
Mstep: Class 4 contains 18616 members 
Mstep: Class 5 contains 608 members 
Mstep: Class 6 contains 906 members 
Mstep: Class 7 contains 89810 members 
Mstep: Class 8 contains 547 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 186817 members 
Mstep: Class 11 contains 85370 members 
Mstep: Class 12 contains 39927 members 
Mstep: Class 13 contains 96335 members 
Mstep: Class 14 contains 132961 members 
Mstep: Class 15 contains 4368 members 
Mstep: Class 16 contains 135980 members 
Mstep: Class 17 contains 12234 members 
Mstep: Class 18 contains 6789 members 
Mstep: Class 19 contains 30281 members 
Mstep: Class 20 contains 1634 members 
Mstep: Class 21 contains 25723 members 
Mstep: Class 22 contains 113807 members 
Mstep: Class 23 contains 118411 members 
Mstep: Class 24 contains 100017 members 
Mstep: Class 25 contains 805 members 
Mstep: Class 26 contains 1773 members 
Mstep: Class 27 contains 825 members 
Mstep: Class 28 contains 10346 members 
Mstep: Class 29 contains 159680 members 
Mstep: Class 30 contains 3484 members 
Mstep: Class 31 contains 117496 members 
Mstep: Class 32 contains 4099 members 
Mstep: Class 33 contains 627 members 
Mstep: Class 34 contains 99976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194542784.000000 Penalty: 79336.289062
Iteration 58Q: 35 clusters Score -1.945428e+08 nChanged 17730
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 116815 members 
Mstep: Class 3 contains 6413 members 
Mstep: Class 4 contains 18843 members 
Mstep: Class 5 contains 602 members 
Mstep: Class 6 contains 906 members 
Mstep: Class 7 contains 90203 members 
Mstep: Class 8 contains 550 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 186856 members 
Mstep: Class 11 contains 86019 members 
Mstep: Class 12 contains 39700 members 
Mstep: Class 13 contains 94751 members 
Mstep: Class 14 contains 130613 members 
Mstep: Class 15 contains 4399 members 
Mstep: Class 16 contains 136164 members 
Mstep: Class 17 contains 12061 members 
Mstep: Class 18 contains 6613 members 
Mstep: Class 19 contains 30178 members 
Mstep: Class 20 contains 1631 members 
Mstep: Class 21 contains 26237 members 
Mstep: Class 22 contains 114807 members 
Mstep: Class 23 contains 118919 members 
Mstep: Class 24 contains 99728 members 
Mstep: Class 25 contains 805 members 
Mstep: Class 26 contains 1779 members 
Mstep: Class 27 contains 826 members 
Mstep: Class 28 contains 10398 members 
Mstep: Class 29 contains 158761 members 
Mstep: Class 30 contains 3478 members 
Mstep: Class 31 contains 118073 members 
Mstep: Class 32 contains 4108 members 
Mstep: Class 33 contains 627 members 
Mstep: Class 34 contains 99968 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 59Q: 35 clusters Score -1.945445e+08 nChanged 17067
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 118363 members 
Mstep: Class 3 contains 6475 members 
Mstep: Class 4 contains 19043 members 
Mstep: Class 5 contains 598 members 
Mstep: Class 6 contains 908 members 
Mstep: Class 7 contains 90615 members 
Mstep: Class 8 contains 550 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 186884 members 
Mstep: Class 11 contains 86776 members 
Mstep: Class 12 contains 39450 members 
Mstep: Class 13 contains 93202 members 
Mstep: Class 14 contains 128512 members 
Mstep: Class 15 contains 4427 members 
Mstep: Class 16 contains 136254 members 
Mstep: Class 17 contains 11922 members 
Mstep: Class 18 contains 6460 members 
Mstep: Class 19 contains 30076 members 
Mstep: Class 20 contains 1631 members 
Mstep: Class 21 contains 26676 members 
Mstep: Class 22 contains 115716 members 
Mstep: Class 23 contains 119347 members 
Mstep: Class 24 contains 99542 members 
Mstep: Class 25 contains 805 members 
Mstep: Class 26 contains 1781 members 
Mstep: Class 27 contains 829 members 
Mstep: Class 28 contains 10444 members 
Mstep: Class 29 contains 158100 members 
Mstep: Class 30 contains 3471 members 
Mstep: Class 31 contains 118342 members 
Mstep: Class 32 contains 4113 members 
Mstep: Class 33 contains 626 members 
Mstep: Class 34 contains 99895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194545520.000000 Penalty: 79336.289062
Iteration 60F: 35 clusters Score -1.945455e+08 nChanged 17470
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 119896 members 
Mstep: Class 3 contains 6772 members 
Mstep: Class 4 contains 19227 members 
Mstep: Class 5 contains 615 members 
Mstep: Class 6 contains 913 members 
Mstep: Class 7 contains 91011 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 476 members 
Mstep: Class 10 contains 186908 members 
Mstep: Class 11 contains 87523 members 
Mstep: Class 12 contains 39211 members 
Mstep: Class 13 contains 91707 members 
Mstep: Class 14 contains 126596 members 
Mstep: Class 15 contains 4448 members 
Mstep: Class 16 contains 136399 members 
Mstep: Class 17 contains 11777 members 
Mstep: Class 18 contains 6372 members 
Mstep: Class 19 contains 29805 members 
Mstep: Class 20 contains 1629 members 
Mstep: Class 21 contains 27156 members 
Mstep: Class 22 contains 116614 members 
Mstep: Class 23 contains 119552 members 
Mstep: Class 24 contains 99294 members 
Mstep: Class 25 contains 804 members 
Mstep: Class 26 contains 1780 members 
Mstep: Class 27 contains 827 members 
Mstep: Class 28 contains 10654 members 
Mstep: Class 29 contains 157525 members 
Mstep: Class 30 contains 3466 members 
Mstep: Class 31 contains 118278 members 
Mstep: Class 32 contains 4126 members 
Mstep: Class 33 contains 631 members 
Mstep: Class 34 contains 99792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194546256.000000 Penalty: 79336.289062
Iteration 61Q: 35 clusters Score -1.945463e+08 nChanged 17281
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 121732 members 
Mstep: Class 3 contains 7032 members 
Mstep: Class 4 contains 19415 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 914 members 
Mstep: Class 7 contains 91465 members 
Mstep: Class 8 contains 541 members 
Mstep: Class 9 contains 470 members 
Mstep: Class 10 contains 186956 members 
Mstep: Class 11 contains 88146 members 
Mstep: Class 12 contains 38990 members 
Mstep: Class 13 contains 90261 members 
Mstep: Class 14 contains 124812 members 
Mstep: Class 15 contains 4470 members 
Mstep: Class 16 contains 136312 members 
Mstep: Class 17 contains 11650 members 
Mstep: Class 18 contains 6316 members 
Mstep: Class 19 contains 29517 members 
Mstep: Class 20 contains 1628 members 
Mstep: Class 21 contains 27564 members 
Mstep: Class 22 contains 117461 members 
Mstep: Class 23 contains 119738 members 
Mstep: Class 24 contains 99029 members 
Mstep: Class 25 contains 805 members 
Mstep: Class 26 contains 1785 members 
Mstep: Class 27 contains 819 members 
Mstep: Class 28 contains 10839 members 
Mstep: Class 29 contains 156962 members 
Mstep: Class 30 contains 3467 members 
Mstep: Class 31 contains 118138 members 
Mstep: Class 32 contains 4161 members 
Mstep: Class 33 contains 637 members 
Mstep: Class 34 contains 99677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194546784.000000 Penalty: 79336.289062
Iteration 62Q: 35 clusters Score -1.945468e+08 nChanged 16894
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 123673 members 
Mstep: Class 3 contains 7276 members 
Mstep: Class 4 contains 19610 members 
Mstep: Class 5 contains 631 members 
Mstep: Class 6 contains 915 members 
Mstep: Class 7 contains 91952 members 
Mstep: Class 8 contains 536 members 
Mstep: Class 9 contains 473 members 
Mstep: Class 10 contains 187032 members 
Mstep: Class 11 contains 88582 members 
Mstep: Class 12 contains 38772 members 
Mstep: Class 13 contains 88810 members 
Mstep: Class 14 contains 123240 members 
Mstep: Class 15 contains 4495 members 
Mstep: Class 16 contains 136159 members 
Mstep: Class 17 contains 11552 members 
Mstep: Class 18 contains 6271 members 
Mstep: Class 19 contains 29238 members 
Mstep: Class 20 contains 1630 members 
Mstep: Class 21 contains 27939 members 
Mstep: Class 22 contains 118398 members 
Mstep: Class 23 contains 119966 members 
Mstep: Class 24 contains 98760 members 
Mstep: Class 25 contains 804 members 
Mstep: Class 26 contains 1786 members 
Mstep: Class 27 contains 819 members 
Mstep: Class 28 contains 10982 members 
Mstep: Class 29 contains 156336 members 
Mstep: Class 30 contains 3466 members 
Mstep: Class 31 contains 117779 members 
Mstep: Class 32 contains 4215 members 
Mstep: Class 33 contains 641 members 
Mstep: Class 34 contains 99605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194547312.000000 Penalty: 79336.289062
Iteration 63Q: 35 clusters Score -1.945473e+08 nChanged 17044
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 125893 members 
Mstep: Class 3 contains 7491 members 
Mstep: Class 4 contains 19771 members 
Mstep: Class 5 contains 635 members 
Mstep: Class 6 contains 916 members 
Mstep: Class 7 contains 92503 members 
Mstep: Class 8 contains 543 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 187092 members 
Mstep: Class 11 contains 88757 members 
Mstep: Class 12 contains 38563 members 
Mstep: Class 13 contains 87433 members 
Mstep: Class 14 contains 121726 members 
Mstep: Class 15 contains 4523 members 
Mstep: Class 16 contains 135890 members 
Mstep: Class 17 contains 11509 members 
Mstep: Class 18 contains 6254 members 
Mstep: Class 19 contains 28955 members 
Mstep: Class 20 contains 1631 members 
Mstep: Class 21 contains 28246 members 
Mstep: Class 22 contains 119256 members 
Mstep: Class 23 contains 120223 members 
Mstep: Class 24 contains 98545 members 
Mstep: Class 25 contains 806 members 
Mstep: Class 26 contains 1785 members 
Mstep: Class 27 contains 803 members 
Mstep: Class 28 contains 11129 members 
Mstep: Class 29 contains 155760 members 
Mstep: Class 30 contains 3465 members 
Mstep: Class 31 contains 117304 members 
Mstep: Class 32 contains 4262 members 
Mstep: Class 33 contains 640 members 
Mstep: Class 34 contains 99561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194548336.000000 Penalty: 79336.289062
Iteration 64Q: 35 clusters Score -1.945483e+08 nChanged 17511
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 128315 members 
Mstep: Class 3 contains 7676 members 
Mstep: Class 4 contains 19920 members 
Mstep: Class 5 contains 641 members 
Mstep: Class 6 contains 914 members 
Mstep: Class 7 contains 93005 members 
Mstep: Class 8 contains 545 members 
Mstep: Class 9 contains 468 members 
Mstep: Class 10 contains 187143 members 
Mstep: Class 11 contains 88743 members 
Mstep: Class 12 contains 38365 members 
Mstep: Class 13 contains 86040 members 
Mstep: Class 14 contains 120198 members 
Mstep: Class 15 contains 4563 members 
Mstep: Class 16 contains 135553 members 
Mstep: Class 17 contains 11475 members 
Mstep: Class 18 contains 6231 members 
Mstep: Class 19 contains 28648 members 
Mstep: Class 20 contains 1634 members 
Mstep: Class 21 contains 28519 members 
Mstep: Class 22 contains 120084 members 
Mstep: Class 23 contains 120491 members 
Mstep: Class 24 contains 98377 members 
Mstep: Class 25 contains 805 members 
Mstep: Class 26 contains 1786 members 
Mstep: Class 27 contains 799 members 
Mstep: Class 28 contains 11313 members 
Mstep: Class 29 contains 155315 members 
Mstep: Class 30 contains 3464 members 
Mstep: Class 31 contains 116808 members 
Mstep: Class 32 contains 4303 members 
Mstep: Class 33 contains 640 members 
Mstep: Class 34 contains 99558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194549488.000000 Penalty: 79336.289062
Iteration 65Q: 35 clusters Score -1.945495e+08 nChanged 17787
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 130731 members 
Mstep: Class 3 contains 7808 members 
Mstep: Class 4 contains 20085 members 
Mstep: Class 5 contains 648 members 
Mstep: Class 6 contains 913 members 
Mstep: Class 7 contains 93540 members 
Mstep: Class 8 contains 544 members 
Mstep: Class 9 contains 464 members 
Mstep: Class 10 contains 187221 members 
Mstep: Class 11 contains 88639 members 
Mstep: Class 12 contains 38142 members 
Mstep: Class 13 contains 84772 members 
Mstep: Class 14 contains 118618 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 135237 members 
Mstep: Class 17 contains 11431 members 
Mstep: Class 18 contains 6205 members 
Mstep: Class 19 contains 28335 members 
Mstep: Class 20 contains 1635 members 
Mstep: Class 21 contains 28752 members 
Mstep: Class 22 contains 120994 members 
Mstep: Class 23 contains 120820 members 
Mstep: Class 24 contains 98205 members 
Mstep: Class 25 contains 805 members 
Mstep: Class 26 contains 1787 members 
Mstep: Class 27 contains 798 members 
Mstep: Class 28 contains 11502 members 
Mstep: Class 29 contains 154803 members 
Mstep: Class 30 contains 3457 members 
Mstep: Class 31 contains 116275 members 
Mstep: Class 32 contains 4348 members 
Mstep: Class 33 contains 641 members 
Mstep: Class 34 contains 99587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194549856.000000 Penalty: 79336.289062
Iteration 66Q: 35 clusters Score -1.945499e+08 nChanged 17871
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 133010 members 
Mstep: Class 3 contains 7918 members 
Mstep: Class 4 contains 20237 members 
Mstep: Class 5 contains 643 members 
Mstep: Class 6 contains 914 members 
Mstep: Class 7 contains 94170 members 
Mstep: Class 8 contains 547 members 
Mstep: Class 9 contains 464 members 
Mstep: Class 10 contains 187283 members 
Mstep: Class 11 contains 88457 members 
Mstep: Class 12 contains 37943 members 
Mstep: Class 13 contains 83498 members 
Mstep: Class 14 contains 117041 members 
Mstep: Class 15 contains 4632 members 
Mstep: Class 16 contains 134905 members 
Mstep: Class 17 contains 11389 members 
Mstep: Class 18 contains 6191 members 
Mstep: Class 19 contains 28041 members 
Mstep: Class 20 contains 1636 members 
Mstep: Class 21 contains 28974 members 
Mstep: Class 22 contains 121986 members 
Mstep: Class 23 contains 121000 members 
Mstep: Class 24 contains 98034 members 
Mstep: Class 25 contains 806 members 
Mstep: Class 26 contains 1788 members 
Mstep: Class 27 contains 799 members 
Mstep: Class 28 contains 11666 members 
Mstep: Class 29 contains 154470 members 
Mstep: Class 30 contains 3452 members 
Mstep: Class 31 contains 115818 members 
Mstep: Class 32 contains 4382 members 
Mstep: Class 33 contains 642 members 
Mstep: Class 34 contains 99607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194548000.000000 Penalty: 79336.289062
Iteration 67Q: 35 clusters Score -1.94548e+08 nChanged 17771
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 135082 members 
Mstep: Class 3 contains 8013 members 
Mstep: Class 4 contains 20387 members 
Mstep: Class 5 contains 642 members 
Mstep: Class 6 contains 914 members 
Mstep: Class 7 contains 94795 members 
Mstep: Class 8 contains 546 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 187367 members 
Mstep: Class 11 contains 88297 members 
Mstep: Class 12 contains 37758 members 
Mstep: Class 13 contains 82216 members 
Mstep: Class 14 contains 115613 members 
Mstep: Class 15 contains 4657 members 
Mstep: Class 16 contains 134612 members 
Mstep: Class 17 contains 11350 members 
Mstep: Class 18 contains 6205 members 
Mstep: Class 19 contains 27755 members 
Mstep: Class 20 contains 1634 members 
Mstep: Class 21 contains 29191 members 
Mstep: Class 22 contains 122874 members 
Mstep: Class 23 contains 121079 members 
Mstep: Class 24 contains 97876 members 
Mstep: Class 25 contains 807 members 
Mstep: Class 26 contains 1788 members 
Mstep: Class 27 contains 802 members 
Mstep: Class 28 contains 11790 members 
Mstep: Class 29 contains 154254 members 
Mstep: Class 30 contains 3445 members 
Mstep: Class 31 contains 115458 members 
Mstep: Class 32 contains 4426 members 
Mstep: Class 33 contains 640 members 
Mstep: Class 34 contains 99606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194547856.000000 Penalty: 79336.289062
Iteration 68Q: 35 clusters Score -1.945479e+08 nChanged 17343
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 136986 members 
Mstep: Class 3 contains 8105 members 
Mstep: Class 4 contains 20549 members 
Mstep: Class 5 contains 644 members 
Mstep: Class 6 contains 914 members 
Mstep: Class 7 contains 95379 members 
Mstep: Class 8 contains 545 members 
Mstep: Class 9 contains 463 members 
Mstep: Class 10 contains 187466 members 
Mstep: Class 11 contains 88004 members 
Mstep: Class 12 contains 37554 members 
Mstep: Class 13 contains 80976 members 
Mstep: Class 14 contains 114461 members 
Mstep: Class 15 contains 4682 members 
Mstep: Class 16 contains 134408 members 
Mstep: Class 17 contains 11293 members 
Mstep: Class 18 contains 6205 members 
Mstep: Class 19 contains 27512 members 
Mstep: Class 20 contains 1633 members 
Mstep: Class 21 contains 29407 members 
Mstep: Class 22 contains 123674 members 
Mstep: Class 23 contains 121085 members 
Mstep: Class 24 contains 97688 members 
Mstep: Class 25 contains 807 members 
Mstep: Class 26 contains 1791 members 
Mstep: Class 27 contains 800 members 
Mstep: Class 28 contains 11919 members 
Mstep: Class 29 contains 154039 members 
Mstep: Class 30 contains 3441 members 
Mstep: Class 31 contains 115191 members 
Mstep: Class 32 contains 4461 members 
Mstep: Class 33 contains 641 members 
Mstep: Class 34 contains 99619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194546064.000000 Penalty: 79336.289062
Iteration 69Q: 35 clusters Score -1.945461e+08 nChanged 17274
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 138732 members 
Mstep: Class 3 contains 8182 members 
Mstep: Class 4 contains 20725 members 
Mstep: Class 5 contains 645 members 
Mstep: Class 6 contains 913 members 
Mstep: Class 7 contains 96000 members 
Mstep: Class 8 contains 546 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 187591 members 
Mstep: Class 11 contains 87624 members 
Mstep: Class 12 contains 37348 members 
Mstep: Class 13 contains 79793 members 
Mstep: Class 14 contains 113210 members 
Mstep: Class 15 contains 4708 members 
Mstep: Class 16 contains 134376 members 
Mstep: Class 17 contains 11289 members 
Mstep: Class 18 contains 6197 members 
Mstep: Class 19 contains 27317 members 
Mstep: Class 20 contains 1634 members 
Mstep: Class 21 contains 29570 members 
Mstep: Class 22 contains 124362 members 
Mstep: Class 23 contains 121030 members 
Mstep: Class 24 contains 97498 members 
Mstep: Class 25 contains 805 members 
Mstep: Class 26 contains 1790 members 
Mstep: Class 27 contains 800 members 
Mstep: Class 28 contains 12009 members 
Mstep: Class 29 contains 153986 members 
Mstep: Class 30 contains 3440 members 
Mstep: Class 31 contains 114983 members 
Mstep: Class 32 contains 4504 members 
Mstep: Class 33 contains 641 members 
Mstep: Class 34 contains 99632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194545200.000000 Penalty: 79336.289062
Iteration 70Q: 35 clusters Score -1.945452e+08 nChanged 16736
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 140132 members 
Mstep: Class 3 contains 8253 members 
Mstep: Class 4 contains 20886 members 
Mstep: Class 5 contains 646 members 
Mstep: Class 6 contains 912 members 
Mstep: Class 7 contains 96648 members 
Mstep: Class 8 contains 545 members 
Mstep: Class 9 contains 461 members 
Mstep: Class 10 contains 187678 members 
Mstep: Class 11 contains 87400 members 
Mstep: Class 12 contains 37155 members 
Mstep: Class 13 contains 78729 members 
Mstep: Class 14 contains 112034 members 
Mstep: Class 15 contains 4734 members 
Mstep: Class 16 contains 134512 members 
Mstep: Class 17 contains 11274 members 
Mstep: Class 18 contains 6191 members 
Mstep: Class 19 contains 27116 members 
Mstep: Class 20 contains 1632 members 
Mstep: Class 21 contains 29722 members 
Mstep: Class 22 contains 124977 members 
Mstep: Class 23 contains 121038 members 
Mstep: Class 24 contains 97358 members 
Mstep: Class 25 contains 806 members 
Mstep: Class 26 contains 1791 members 
Mstep: Class 27 contains 799 members 
Mstep: Class 28 contains 12117 members 
Mstep: Class 29 contains 153764 members 
Mstep: Class 30 contains 3439 members 
Mstep: Class 31 contains 114767 members 
Mstep: Class 32 contains 4535 members 
Mstep: Class 33 contains 641 members 
Mstep: Class 34 contains 99649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194544688.000000 Penalty: 79336.289062
Iteration 71Q: 35 clusters Score -1.945447e+08 nChanged 15793
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 141383 members 
Mstep: Class 3 contains 8312 members 
Mstep: Class 4 contains 21007 members 
Mstep: Class 5 contains 645 members 
Mstep: Class 6 contains 912 members 
Mstep: Class 7 contains 97295 members 
Mstep: Class 8 contains 545 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 187767 members 
Mstep: Class 11 contains 87238 members 
Mstep: Class 12 contains 37003 members 
Mstep: Class 13 contains 77694 members 
Mstep: Class 14 contains 110943 members 
Mstep: Class 15 contains 4769 members 
Mstep: Class 16 contains 134720 members 
Mstep: Class 17 contains 11270 members 
Mstep: Class 18 contains 6170 members 
Mstep: Class 19 contains 26950 members 
Mstep: Class 20 contains 1631 members 
Mstep: Class 21 contains 29866 members 
Mstep: Class 22 contains 125612 members 
Mstep: Class 23 contains 120890 members 
Mstep: Class 24 contains 97221 members 
Mstep: Class 25 contains 808 members 
Mstep: Class 26 contains 1791 members 
Mstep: Class 27 contains 798 members 
Mstep: Class 28 contains 12175 members 
Mstep: Class 29 contains 153547 members 
Mstep: Class 30 contains 3442 members 
Mstep: Class 31 contains 114611 members 
Mstep: Class 32 contains 4568 members 
Mstep: Class 33 contains 641 members 
Mstep: Class 34 contains 99655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194543872.000000 Penalty: 79336.289062
Iteration 72Q: 35 clusters Score -1.945439e+08 nChanged 15032
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 142298 members 
Mstep: Class 3 contains 8368 members 
Mstep: Class 4 contains 21127 members 
Mstep: Class 5 contains 644 members 
Mstep: Class 6 contains 912 members 
Mstep: Class 7 contains 97893 members 
Mstep: Class 8 contains 544 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 187892 members 
Mstep: Class 11 contains 87194 members 
Mstep: Class 12 contains 36833 members 
Mstep: Class 13 contains 76673 members 
Mstep: Class 14 contains 109992 members 
Mstep: Class 15 contains 4805 members 
Mstep: Class 16 contains 134979 members 
Mstep: Class 17 contains 11265 members 
Mstep: Class 18 contains 6159 members 
Mstep: Class 19 contains 26781 members 
Mstep: Class 20 contains 1628 members 
Mstep: Class 21 contains 29975 members 
Mstep: Class 22 contains 126310 members 
Mstep: Class 23 contains 120737 members 
Mstep: Class 24 contains 97076 members 
Mstep: Class 25 contains 807 members 
Mstep: Class 26 contains 1791 members 
Mstep: Class 27 contains 798 members 
Mstep: Class 28 contains 12244 members 
Mstep: Class 29 contains 153294 members 
Mstep: Class 30 contains 3444 members 
Mstep: Class 31 contains 114514 members 
Mstep: Class 32 contains 4612 members 
Mstep: Class 33 contains 641 members 
Mstep: Class 34 contains 99649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194543232.000000 Penalty: 79336.289062
Iteration 73Q: 35 clusters Score -1.945432e+08 nChanged 14348
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 143040 members 
Mstep: Class 3 contains 8417 members 
Mstep: Class 4 contains 21238 members 
Mstep: Class 5 contains 644 members 
Mstep: Class 6 contains 912 members 
Mstep: Class 7 contains 98517 members 
Mstep: Class 8 contains 543 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 188027 members 
Mstep: Class 11 contains 87326 members 
Mstep: Class 12 contains 36644 members 
Mstep: Class 13 contains 75704 members 
Mstep: Class 14 contains 109118 members 
Mstep: Class 15 contains 4831 members 
Mstep: Class 16 contains 135244 members 
Mstep: Class 17 contains 11259 members 
Mstep: Class 18 contains 6157 members 
Mstep: Class 19 contains 26659 members 
Mstep: Class 20 contains 1626 members 
Mstep: Class 21 contains 30079 members 
Mstep: Class 22 contains 126822 members 
Mstep: Class 23 contains 120464 members 
Mstep: Class 24 contains 96954 members 
Mstep: Class 25 contains 806 members 
Mstep: Class 26 contains 1791 members 
Mstep: Class 27 contains 798 members 
Mstep: Class 28 contains 12283 members 
Mstep: Class 29 contains 153171 members 
Mstep: Class 30 contains 3438 members 
Mstep: Class 31 contains 114440 members 
Mstep: Class 32 contains 4648 members 
Mstep: Class 33 contains 641 members 
Mstep: Class 34 contains 99638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194542272.000000 Penalty: 79336.289062
Iteration 74Q: 35 clusters Score -1.945423e+08 nChanged 13710
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 143377 members 
Mstep: Class 3 contains 8428 members 
Mstep: Class 4 contains 21358 members 
Mstep: Class 5 contains 644 members 
Mstep: Class 6 contains 912 members 
Mstep: Class 7 contains 99157 members 
Mstep: Class 8 contains 543 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 188157 members 
Mstep: Class 11 contains 87491 members 
Mstep: Class 12 contains 36446 members 
Mstep: Class 13 contains 74775 members 
Mstep: Class 14 contains 108309 members 
Mstep: Class 15 contains 4869 members 
Mstep: Class 16 contains 135539 members 
Mstep: Class 17 contains 11255 members 
Mstep: Class 18 contains 6164 members 
Mstep: Class 19 contains 26545 members 
Mstep: Class 20 contains 1623 members 
Mstep: Class 21 contains 30185 members 
Mstep: Class 22 contains 127433 members 
Mstep: Class 23 contains 120180 members 
Mstep: Class 24 contains 96839 members 
Mstep: Class 25 contains 805 members 
Mstep: Class 26 contains 1791 members 
Mstep: Class 27 contains 798 members 
Mstep: Class 28 contains 12292 members 
Mstep: Class 29 contains 153124 members 
Mstep: Class 30 contains 3433 members 
Mstep: Class 31 contains 114471 members 
Mstep: Class 32 contains 4680 members 
Mstep: Class 33 contains 641 members 
Mstep: Class 34 contains 99615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194540768.000000 Penalty: 79336.289062
Iteration 75Q: 35 clusters Score -1.945408e+08 nChanged 13303
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 143601 members 
Mstep: Class 3 contains 8421 members 
Mstep: Class 4 contains 21470 members 
Mstep: Class 5 contains 644 members 
Mstep: Class 6 contains 912 members 
Mstep: Class 7 contains 99786 members 
Mstep: Class 8 contains 543 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 188261 members 
Mstep: Class 11 contains 87756 members 
Mstep: Class 12 contains 36264 members 
Mstep: Class 13 contains 73879 members 
Mstep: Class 14 contains 107618 members 
Mstep: Class 15 contains 4898 members 
Mstep: Class 16 contains 135782 members 
Mstep: Class 17 contains 11240 members 
Mstep: Class 18 contains 6199 members 
Mstep: Class 19 contains 26450 members 
Mstep: Class 20 contains 1622 members 
Mstep: Class 21 contains 30285 members 
Mstep: Class 22 contains 128112 members 
Mstep: Class 23 contains 119934 members 
Mstep: Class 24 contains 96758 members 
Mstep: Class 25 contains 804 members 
Mstep: Class 26 contains 1792 members 
Mstep: Class 27 contains 799 members 
Mstep: Class 28 contains 12312 members 
Mstep: Class 29 contains 152908 members 
Mstep: Class 30 contains 3431 members 
Mstep: Class 31 contains 114470 members 
Mstep: Class 32 contains 4717 members 
Mstep: Class 33 contains 641 members 
Mstep: Class 34 contains 99570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194541088.000000 Penalty: 79336.289062
Iteration 76Q: 35 clusters Score -1.945411e+08 nChanged 12710
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 143753 members 
Mstep: Class 3 contains 8432 members 
Mstep: Class 4 contains 21557 members 
Mstep: Class 5 contains 644 members 
Mstep: Class 6 contains 912 members 
Mstep: Class 7 contains 100419 members 
Mstep: Class 8 contains 543 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 188385 members 
Mstep: Class 11 contains 88122 members 
Mstep: Class 12 contains 36068 members 
Mstep: Class 13 contains 72962 members 
Mstep: Class 14 contains 107017 members 
Mstep: Class 15 contains 4916 members 
Mstep: Class 16 contains 135982 members 
Mstep: Class 17 contains 11240 members 
Mstep: Class 18 contains 6233 members 
Mstep: Class 19 contains 26384 members 
Mstep: Class 20 contains 1623 members 
Mstep: Class 21 contains 30355 members 
Mstep: Class 22 contains 128601 members 
Mstep: Class 23 contains 119730 members 
Mstep: Class 24 contains 96713 members 
Mstep: Class 25 contains 803 members 
Mstep: Class 26 contains 1793 members 
Mstep: Class 27 contains 799 members 
Mstep: Class 28 contains 12321 members 
Mstep: Class 29 contains 152734 members 
Mstep: Class 30 contains 3428 members 
Mstep: Class 31 contains 114415 members 
Mstep: Class 32 contains 4754 members 
Mstep: Class 33 contains 641 members 
Mstep: Class 34 contains 99600 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 77Q: 35 clusters Score -1.945413e+08 nChanged 12242
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 143731 members 
Mstep: Class 3 contains 8460 members 
Mstep: Class 4 contains 21645 members 
Mstep: Class 5 contains 644 members 
Mstep: Class 6 contains 912 members 
Mstep: Class 7 contains 101074 members 
Mstep: Class 8 contains 543 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 188480 members 
Mstep: Class 11 contains 88636 members 
Mstep: Class 12 contains 35882 members 
Mstep: Class 13 contains 72113 members 
Mstep: Class 14 contains 106530 members 
Mstep: Class 15 contains 4930 members 
Mstep: Class 16 contains 136112 members 
Mstep: Class 17 contains 11227 members 
Mstep: Class 18 contains 6259 members 
Mstep: Class 19 contains 26360 members 
Mstep: Class 20 contains 1623 members 
Mstep: Class 21 contains 30417 members 
Mstep: Class 22 contains 129076 members 
Mstep: Class 23 contains 119510 members 
Mstep: Class 24 contains 96667 members 
Mstep: Class 25 contains 803 members 
Mstep: Class 26 contains 1792 members 
Mstep: Class 27 contains 799 members 
Mstep: Class 28 contains 12334 members 
Mstep: Class 29 contains 152563 members 
Mstep: Class 30 contains 3426 members 
Mstep: Class 31 contains 114301 members 
Mstep: Class 32 contains 4777 members 
Mstep: Class 33 contains 641 members 
Mstep: Class 34 contains 99612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194541568.000000 Penalty: 79336.289062
Iteration 78Q: 35 clusters Score -1.945416e+08 nChanged 11824
Entering ConstructFrom: 
Score: -194541568.000000 Penalty: 79336.289062
Entering ConstructFrom: 
Trying to split cluster 1 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -31347.376953 Penalty: 997.731201
	Iteration 0F: 2 clusters Score -31347.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -30472.292969 Penalty: 1995.462402
	Iteration 0F: 3 clusters Score -30472.29 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -30977.757812 Penalty: 1995.462402
	Iteration 1F: 3 clusters Score -30977.76 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -31367.599609 Penalty: 1995.462402
	Iteration 2F: 3 clusters Score -31367.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -31651.287109 Penalty: 1995.462402
	Iteration 3F: 3 clusters Score -31651.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -31782.425781 Penalty: 1995.462402
	Iteration 4Q: 3 clusters Score -31782.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -31808.611328 Penalty: 1995.462402
	Iteration 5Q: 3 clusters Score -31808.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -31809.890625 Penalty: 1995.462402
	Iteration 6Q: 3 clusters Score -31809.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -31815.857422 Penalty: 1995.462402
	Iteration 7Q: 3 clusters Score -31815.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -31815.857422 Penalty: 1995.462402
	Iteration 8F: 3 clusters Score -31815.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 143752 members 
Mstep: Class 3 contains 8459 members 
Mstep: Class 4 contains 21727 members 
Mstep: Class 5 contains 644 members 
Mstep: Class 6 contains 912 members 
Mstep: Class 7 contains 101782 members 
Mstep: Class 8 contains 543 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 188583 members 
Mstep: Class 11 contains 89167 members 
Mstep: Class 12 contains 35714 members 
Mstep: Class 13 contains 71210 members 
Mstep: Class 14 contains 106091 members 
Mstep: Class 15 contains 4959 members 
Mstep: Class 16 contains 136288 members 
Mstep: Class 17 contains 11234 members 
Mstep: Class 18 contains 6304 members 
Mstep: Class 19 contains 26340 members 
Mstep: Class 20 contains 1624 members 
Mstep: Class 21 contains 30465 members 
Mstep: Class 22 contains 129547 members 
Mstep: Class 23 contains 119269 members 
Mstep: Class 24 contains 96598 members 
Mstep: Class 25 contains 803 members 
Mstep: Class 26 contains 1792 members 
Mstep: Class 27 contains 799 members 
Mstep: Class 28 contains 12331 members 
Mstep: Class 29 contains 152307 members 
Mstep: Class 30 contains 3425 members 
Mstep: Class 31 contains 114169 members 
Mstep: Class 32 contains 4802 members 
Mstep: Class 33 contains 641 members 
Mstep: Class 34 contains 99598 members 
Mstep: Class 35 contains 273 members 
Entering Unmasked Estep 
Score: -194539616.000000 Penalty: 81669.710938
Splitting cluster 1 changes total score from -194541568.000000 to -194539616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (143752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143752 members 
Entering Unmasked Estep 
Score: -17041614.000000 Penalty: 1929.824829
	Iteration 0F: 2 clusters Score -1.704161e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72498 members 
Mstep: Class 2 contains 71254 members 
Entering Unmasked Estep 
Score: -16964716.000000 Penalty: 3859.649658
	Iteration 0F: 3 clusters Score -1.696472e+07 nChanged 69289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85145 members 
Mstep: Class 2 contains 58607 members 
Entering Unmasked Estep 
Score: -17007610.000000 Penalty: 3859.649658
	Iteration 1F: 3 clusters Score -1.700761e+07 nChanged 7318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92077 members 
Mstep: Class 2 contains 51675 members 
Entering Unmasked Estep 
Score: -17010800.000000 Penalty: 3859.649658
	Iteration 2F: 3 clusters Score -1.70108e+07 nChanged 9622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101473 members 
Mstep: Class 2 contains 42279 members 
Entering Unmasked Estep 
Score: -17015072.000000 Penalty: 3859.649658
	Iteration 3F: 3 clusters Score -1.701507e+07 nChanged 11050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112327 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -17020826.000000 Penalty: 3859.649658
	Iteration 4F: 3 clusters Score -1.702083e+07 nChanged 10717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122938 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -17028110.000000 Penalty: 3859.649658
	Iteration 5F: 3 clusters Score -1.702811e+07 nChanged 8391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131269 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -17033746.000000 Penalty: 3859.649658
	Iteration 6F: 3 clusters Score -1.703375e+07 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136765 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -17036906.000000 Penalty: 3859.649658
	Iteration 7Q: 3 clusters Score -1.703691e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139729 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -17038484.000000 Penalty: 3859.649658
	Iteration 8Q: 3 clusters Score -1.703848e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141254 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -17039156.000000 Penalty: 3859.649658
	Iteration 9Q: 3 clusters Score -1.703916e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142013 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -17039554.000000 Penalty: 3859.649658
	Iteration 10Q: 3 clusters Score -1.703955e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142412 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -17039784.000000 Penalty: 3859.649658
	Iteration 11Q: 3 clusters Score -1.703978e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142627 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -17039928.000000 Penalty: 3859.649658
	Iteration 12Q: 3 clusters Score -1.703993e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142752 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -17040082.000000 Penalty: 3859.649658
	Iteration 13Q: 3 clusters Score -1.704008e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142826 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -17040140.000000 Penalty: 3859.649658
	Iteration 14Q: 3 clusters Score -1.704014e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142875 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -17040182.000000 Penalty: 3859.649658
	Iteration 15Q: 3 clusters Score -1.704018e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142913 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -17040210.000000 Penalty: 3859.649658
	Iteration 16Q: 3 clusters Score -1.704021e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142946 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -17040246.000000 Penalty: 3859.649658
	Iteration 17Q: 3 clusters Score -1.704025e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142960 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -17040244.000000 Penalty: 3859.649658
	Iteration 18Q: 3 clusters Score -1.704024e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142965 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -17040238.000000 Penalty: 3859.649658
	Iteration 19Q: 3 clusters Score -1.704024e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142973 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -17040256.000000 Penalty: 3859.649658
	Iteration 20F: 3 clusters Score -1.704026e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142987 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -17040252.000000 Penalty: 3859.649658
	Iteration 21Q: 3 clusters Score -1.704025e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143002 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -17040264.000000 Penalty: 3859.649658
	Iteration 22Q: 3 clusters Score -1.704026e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143006 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -17040262.000000 Penalty: 3859.649658
	Iteration 23Q: 3 clusters Score -1.704026e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143012 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -17040266.000000 Penalty: 3859.649658
	Iteration 24Q: 3 clusters Score -1.704027e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143009 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -17040264.000000 Penalty: 3859.649658
	Iteration 25Q: 3 clusters Score -1.704026e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143011 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -17040268.000000 Penalty: 3859.649658
	Iteration 26Q: 3 clusters Score -1.704027e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143014 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -17040270.000000 Penalty: 3859.649658
	Iteration 27Q: 3 clusters Score -1.704027e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143018 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -17040268.000000 Penalty: 3859.649658
	Iteration 28Q: 3 clusters Score -1.704027e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143019 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -17040270.000000 Penalty: 3859.649658
	Iteration 29Q: 3 clusters Score -1.704027e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143019 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -17040284.000000 Penalty: 3859.649658
	Iteration 30Q: 3 clusters Score -1.704028e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143019 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -17040284.000000 Penalty: 3859.649658
	Iteration 31Q: 3 clusters Score -1.704028e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143019 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -17040272.000000 Penalty: 3859.649658
	Iteration 32Q: 3 clusters Score -1.704027e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143020 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -17040278.000000 Penalty: 3859.649658
	Iteration 33Q: 3 clusters Score -1.704028e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143022 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -17040270.000000 Penalty: 3859.649658
	Iteration 34Q: 3 clusters Score -1.704027e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143025 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -17040274.000000 Penalty: 3859.649658
	Iteration 35Q: 3 clusters Score -1.704027e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143031 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -17040276.000000 Penalty: 3859.649658
	Iteration 36Q: 3 clusters Score -1.704028e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143036 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -17040268.000000 Penalty: 3859.649658
	Iteration 37Q: 3 clusters Score -1.704027e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143040 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -17040266.000000 Penalty: 3859.649658
	Iteration 38Q: 3 clusters Score -1.704027e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143044 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -17040270.000000 Penalty: 3859.649658
	Iteration 39Q: 3 clusters Score -1.704027e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143042 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -17040278.000000 Penalty: 3859.649658
	Iteration 40F: 3 clusters Score -1.704028e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143043 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -17040262.000000 Penalty: 3859.649658
	Iteration 41Q: 3 clusters Score -1.704026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143045 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -17040264.000000 Penalty: 3859.649658
	Iteration 42Q: 3 clusters Score -1.704026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143047 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -17040272.000000 Penalty: 3859.649658
	Iteration 43Q: 3 clusters Score -1.704027e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143049 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -17040268.000000 Penalty: 3859.649658
	Iteration 44Q: 3 clusters Score -1.704027e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143052 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -17040270.000000 Penalty: 3859.649658
	Iteration 45Q: 3 clusters Score -1.704027e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143055 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -17040268.000000 Penalty: 3859.649658
	Iteration 46Q: 3 clusters Score -1.704027e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143057 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -17040264.000000 Penalty: 3859.649658
	Iteration 47Q: 3 clusters Score -1.704026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143058 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -17040260.000000 Penalty: 3859.649658
	Iteration 48Q: 3 clusters Score -1.704026e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143059 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -17040260.000000 Penalty: 3859.649658
	Iteration 49Q: 3 clusters Score -1.704026e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143060 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -17040258.000000 Penalty: 3859.649658
	Iteration 50Q: 3 clusters Score -1.704026e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143061 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -17040258.000000 Penalty: 3859.649658
	Iteration 51Q: 3 clusters Score -1.704026e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143062 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -17040260.000000 Penalty: 3859.649658
	Iteration 52Q: 3 clusters Score -1.704026e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143063 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -17040262.000000 Penalty: 3859.649658
	Iteration 53Q: 3 clusters Score -1.704026e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143064 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -17040262.000000 Penalty: 3859.649658
	Iteration 54Q: 3 clusters Score -1.704026e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143065 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -17040256.000000 Penalty: 3859.649658
	Iteration 55Q: 3 clusters Score -1.704026e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143065 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -17040256.000000 Penalty: 3859.649658
	Iteration 56F: 3 clusters Score -1.704026e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Entering Unmasked Estep 
Score: -989746.687500 Penalty: 1469.485229
	Iteration 0F: 2 clusters Score -989746.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -983557.875000 Penalty: 2938.970459
	Iteration 0F: 3 clusters Score -983557.9 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -985579.250000 Penalty: 2938.970459
	Iteration 1F: 3 clusters Score -985579.2 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -985857.250000 Penalty: 2938.970459
	Iteration 2F: 3 clusters Score -985857.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -986073.500000 Penalty: 2938.970459
	Iteration 3F: 3 clusters Score -986073.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -986299.500000 Penalty: 2938.970459
	Iteration 4Q: 3 clusters Score -986299.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -986557.687500 Penalty: 2938.970459
	Iteration 5Q: 3 clusters Score -986557.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -986781.000000 Penalty: 2938.970459
	Iteration 6Q: 3 clusters Score -986781 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -986972.187500 Penalty: 2938.970459
	Iteration 7Q: 3 clusters Score -986972.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -987160.687500 Penalty: 2938.970459
	Iteration 8Q: 3 clusters Score -987160.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -987346.687500 Penalty: 2938.970459
	Iteration 9Q: 3 clusters Score -987346.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -987507.000000 Penalty: 2938.970459
	Iteration 10Q: 3 clusters Score -987507 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -987644.125000 Penalty: 2938.970459
	Iteration 11Q: 3 clusters Score -987644.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -987738.625000 Penalty: 2938.970459
	Iteration 12Q: 3 clusters Score -987738.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -987820.312500 Penalty: 2938.970459
	Iteration 13Q: 3 clusters Score -987820.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -987903.500000 Penalty: 2938.970459
	Iteration 14Q: 3 clusters Score -987903.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -987970.375000 Penalty: 2938.970459
	Iteration 15Q: 3 clusters Score -987970.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -988028.187500 Penalty: 2938.970459
	Iteration 16Q: 3 clusters Score -988028.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -988078.375000 Penalty: 2938.970459
	Iteration 17Q: 3 clusters Score -988078.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -988120.687500 Penalty: 2938.970459
	Iteration 18Q: 3 clusters Score -988120.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -988161.875000 Penalty: 2938.970459
	Iteration 19Q: 3 clusters Score -988161.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -988193.250000 Penalty: 2938.970459
	Iteration 20F: 3 clusters Score -988193.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -988216.312500 Penalty: 2938.970459
	Iteration 21Q: 3 clusters Score -988216.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -988235.000000 Penalty: 2938.970459
	Iteration 22Q: 3 clusters Score -988235 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -988257.875000 Penalty: 2938.970459
	Iteration 23Q: 3 clusters Score -988257.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -988272.625000 Penalty: 2938.970459
	Iteration 24Q: 3 clusters Score -988272.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -988286.937500 Penalty: 2938.970459
	Iteration 25Q: 3 clusters Score -988286.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -988302.312500 Penalty: 2938.970459
	Iteration 26Q: 3 clusters Score -988302.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -988321.000000 Penalty: 2938.970459
	Iteration 27Q: 3 clusters Score -988321 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -988340.312500 Penalty: 2938.970459
	Iteration 28Q: 3 clusters Score -988340.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -988356.625000 Penalty: 2938.970459
	Iteration 29Q: 3 clusters Score -988356.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -988374.562500 Penalty: 2938.970459
	Iteration 30Q: 3 clusters Score -988374.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -988386.375000 Penalty: 2938.970459
	Iteration 31Q: 3 clusters Score -988386.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -988393.250000 Penalty: 2938.970459
	Iteration 32Q: 3 clusters Score -988393.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -988402.312500 Penalty: 2938.970459
	Iteration 33Q: 3 clusters Score -988402.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -988410.187500 Penalty: 2938.970459
	Iteration 34Q: 3 clusters Score -988410.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -988420.812500 Penalty: 2938.970459
	Iteration 35Q: 3 clusters Score -988420.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -988428.375000 Penalty: 2938.970459
	Iteration 36Q: 3 clusters Score -988428.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -988434.312500 Penalty: 2938.970459
	Iteration 37Q: 3 clusters Score -988434.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -988437.750000 Penalty: 2938.970459
	Iteration 38Q: 3 clusters Score -988437.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -988437.875000 Penalty: 2938.970459
	Iteration 39Q: 3 clusters Score -988437.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -988440.562500 Penalty: 2938.970459
	Iteration 40F: 3 clusters Score -988440.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -988443.562500 Penalty: 2938.970459
	Iteration 41Q: 3 clusters Score -988443.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -988445.250000 Penalty: 2938.970459
	Iteration 42Q: 3 clusters Score -988445.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -988446.750000 Penalty: 2938.970459
	Iteration 43Q: 3 clusters Score -988446.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -988449.125000 Penalty: 2938.970459
	Iteration 44Q: 3 clusters Score -988449.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -988451.937500 Penalty: 2938.970459
	Iteration 45Q: 3 clusters Score -988451.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -988455.562500 Penalty: 2938.970459
	Iteration 46Q: 3 clusters Score -988455.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -988460.812500 Penalty: 2938.970459
	Iteration 47Q: 3 clusters Score -988460.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -988460.500000 Penalty: 2938.970459
	Iteration 48Q: 3 clusters Score -988460.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -988462.062500 Penalty: 2938.970459
	Iteration 49Q: 3 clusters Score -988462.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -988463.625000 Penalty: 2938.970459
	Iteration 50Q: 3 clusters Score -988463.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -988464.312500 Penalty: 2938.970459
	Iteration 51Q: 3 clusters Score -988464.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -988464.312500 Penalty: 2938.970459
	Iteration 52F: 3 clusters Score -988464.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (21727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Entering Unmasked Estep 
Score: -2503825.500000 Penalty: 1622.775513
	Iteration 0F: 2 clusters Score -2503826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -2489155.250000 Penalty: 3245.551025
	Iteration 0F: 3 clusters Score -2489155 nChanged 9784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -2494611.000000 Penalty: 3245.551025
	Iteration 1F: 3 clusters Score -2494611 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -2495119.250000 Penalty: 3245.551025
	Iteration 2F: 3 clusters Score -2495119 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -2495784.750000 Penalty: 3245.551025
	Iteration 3F: 3 clusters Score -2495785 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -2496650.750000 Penalty: 3245.551025
	Iteration 4F: 3 clusters Score -2496651 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -2497808.000000 Penalty: 3245.551025
	Iteration 5F: 3 clusters Score -2497808 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -2499168.750000 Penalty: 3245.551025
	Iteration 6F: 3 clusters Score -2499169 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2500454.000000 Penalty: 3245.551025
	Iteration 7F: 3 clusters Score -2500454 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2501255.000000 Penalty: 3245.551025
	Iteration 8Q: 3 clusters Score -2501255 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2501766.500000 Penalty: 3245.551025
	Iteration 9Q: 3 clusters Score -2501766 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2502035.250000 Penalty: 3245.551025
	Iteration 10Q: 3 clusters Score -2502035 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2502164.750000 Penalty: 3245.551025
	Iteration 11Q: 3 clusters Score -2502165 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2502244.500000 Penalty: 3245.551025
	Iteration 12Q: 3 clusters Score -2502244 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2502294.250000 Penalty: 3245.551025
	Iteration 13Q: 3 clusters Score -2502294 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2502331.250000 Penalty: 3245.551025
	Iteration 14Q: 3 clusters Score -2502331 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2502349.750000 Penalty: 3245.551025
	Iteration 15Q: 3 clusters Score -2502350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2502377.750000 Penalty: 3245.551025
	Iteration 16Q: 3 clusters Score -2502378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2502385.000000 Penalty: 3245.551025
	Iteration 17Q: 3 clusters Score -2502385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2502394.500000 Penalty: 3245.551025
	Iteration 18Q: 3 clusters Score -2502394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2502399.500000 Penalty: 3245.551025
	Iteration 19Q: 3 clusters Score -2502400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2502400.250000 Penalty: 3245.551025
	Iteration 20F: 3 clusters Score -2502400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Entering Unmasked Estep 
Score: -55519.503906 Penalty: 1051.000977
	Iteration 0F: 2 clusters Score -55519.5 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 328 members 
Entering Unmasked Estep 
Score: -54396.152344 Penalty: 2102.001953
	Iteration 0F: 3 clusters Score -54396.15 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -54666.398438 Penalty: 2102.001953
	Iteration 1F: 3 clusters Score -54666.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -54870.425781 Penalty: 2102.001953
	Iteration 2F: 3 clusters Score -54870.43 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -55064.949219 Penalty: 2102.001953
	Iteration 3F: 3 clusters Score -55064.95 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -55131.062500 Penalty: 2102.001953
	Iteration 4Q: 3 clusters Score -55131.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -55151.996094 Penalty: 2102.001953
	Iteration 5Q: 3 clusters Score -55152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -55165.875000 Penalty: 2102.001953
	Iteration 6Q: 3 clusters Score -55165.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -55194.214844 Penalty: 2102.001953
	Iteration 7Q: 3 clusters Score -55194.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -55198.996094 Penalty: 2102.001953
	Iteration 8Q: 3 clusters Score -55199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -55199.546875 Penalty: 2102.001953
	Iteration 9Q: 3 clusters Score -55199.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -55200.937500 Penalty: 2102.001953
	Iteration 10Q: 3 clusters Score -55200.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -55202.207031 Penalty: 2102.001953
	Iteration 11Q: 3 clusters Score -55202.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -55203.164062 Penalty: 2102.001953
	Iteration 12Q: 3 clusters Score -55203.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -55204.015625 Penalty: 2102.001953
	Iteration 13Q: 3 clusters Score -55204.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -55204.628906 Penalty: 2102.001953
	Iteration 14Q: 3 clusters Score -55204.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -55204.628906 Penalty: 2102.001953
	Iteration 15F: 3 clusters Score -55204.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Entering Unmasked Estep 
Score: -80757.273438 Penalty: 1107.541504
	Iteration 0F: 2 clusters Score -80757.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -79479.335938 Penalty: 2215.083008
	Iteration 0F: 3 clusters Score -79479.34 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -79934.960938 Penalty: 2215.083008
	Iteration 1F: 3 clusters Score -79934.96 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -80091.664062 Penalty: 2215.083008
	Iteration 2F: 3 clusters Score -80091.66 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -80243.804688 Penalty: 2215.083008
	Iteration 3F: 3 clusters Score -80243.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -80394.625000 Penalty: 2215.083008
	Iteration 4F: 3 clusters Score -80394.62 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -80546.429688 Penalty: 2215.083008
	Iteration 5F: 3 clusters Score -80546.43 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -80673.781250 Penalty: 2215.083008
	Iteration 6F: 3 clusters Score -80673.78 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -80777.898438 Penalty: 2215.083008
	Iteration 7Q: 3 clusters Score -80777.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -80836.250000 Penalty: 2215.083008
	Iteration 8Q: 3 clusters Score -80836.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -80889.125000 Penalty: 2215.083008
	Iteration 9Q: 3 clusters Score -80889.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -80939.687500 Penalty: 2215.083008
	Iteration 10Q: 3 clusters Score -80939.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -80987.421875 Penalty: 2215.083008
	Iteration 11Q: 3 clusters Score -80987.42 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -81048.359375 Penalty: 2215.083008
	Iteration 12Q: 3 clusters Score -81048.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -81113.906250 Penalty: 2215.083008
	Iteration 13Q: 3 clusters Score -81113.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -81191.609375 Penalty: 2215.083008
	Iteration 14Q: 3 clusters Score -81191.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -81241.562500 Penalty: 2215.083008
	Iteration 15Q: 3 clusters Score -81241.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -81277.312500 Penalty: 2215.083008
	Iteration 16Q: 3 clusters Score -81277.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -81304.500000 Penalty: 2215.083008
	Iteration 17Q: 3 clusters Score -81304.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -81334.093750 Penalty: 2215.083008
	Iteration 18Q: 3 clusters Score -81334.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -81356.828125 Penalty: 2215.083008
	Iteration 19Q: 3 clusters Score -81356.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -81386.570312 Penalty: 2215.083008
	Iteration 20F: 3 clusters Score -81386.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -81418.632812 Penalty: 2215.083008
	Iteration 21Q: 3 clusters Score -81418.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -81464.585938 Penalty: 2215.083008
	Iteration 22Q: 3 clusters Score -81464.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -81473.578125 Penalty: 2215.083008
	Iteration 23Q: 3 clusters Score -81473.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -81476.148438 Penalty: 2215.083008
	Iteration 24Q: 3 clusters Score -81476.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -81476.148438 Penalty: 2215.083008
	Iteration 25F: 3 clusters Score -81476.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 143752 members 
Mstep: Class 3 contains 8459 members 
Mstep: Class 4 contains 21727 members 
Mstep: Class 5 contains 644 members 
Mstep: Class 6 contains 338 members 
Mstep: Class 7 contains 101782 members 
Mstep: Class 8 contains 543 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 188583 members 
Mstep: Class 11 contains 89167 members 
Mstep: Class 12 contains 35714 members 
Mstep: Class 13 contains 71210 members 
Mstep: Class 14 contains 106091 members 
Mstep: Class 15 contains 4959 members 
Mstep: Class 16 contains 136288 members 
Mstep: Class 17 contains 11234 members 
Mstep: Class 18 contains 6304 members 
Mstep: Class 19 contains 26340 members 
Mstep: Class 20 contains 1624 members 
Mstep: Class 21 contains 30465 members 
Mstep: Class 22 contains 129547 members 
Mstep: Class 23 contains 119269 members 
Mstep: Class 24 contains 96598 members 
Mstep: Class 25 contains 803 members 
Mstep: Class 26 contains 1792 members 
Mstep: Class 27 contains 799 members 
Mstep: Class 28 contains 12331 members 
Mstep: Class 29 contains 152307 members 
Mstep: Class 30 contains 3425 members 
Mstep: Class 31 contains 114169 members 
Mstep: Class 32 contains 4802 members 
Mstep: Class 33 contains 641 members 
Mstep: Class 34 contains 99598 members 
Mstep: Class 35 contains 574 members 
Entering Unmasked Estep 
Score: -194540416.000000 Penalty: 81669.710938
Splitting cluster 6 changes total score from -194541568.000000 to -194540416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (101782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101782 members 
Entering Unmasked Estep 
Score: -11623310.000000 Penalty: 1873.720581
	Iteration 0F: 2 clusters Score -1.162331e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50756 members 
Mstep: Class 2 contains 51026 members 
Entering Unmasked Estep 
Score: -11555518.000000 Penalty: 3747.441162
	Iteration 0F: 3 clusters Score -1.155552e+07 nChanged 48529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48927 members 
Mstep: Class 2 contains 52855 members 
Entering Unmasked Estep 
Score: -11584250.000000 Penalty: 3747.441162
	Iteration 1F: 3 clusters Score -1.158425e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47546 members 
Mstep: Class 2 contains 54236 members 
Entering Unmasked Estep 
Score: -11585805.000000 Penalty: 3747.441162
	Iteration 2Q: 3 clusters Score -1.15858e+07 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45268 members 
Mstep: Class 2 contains 56514 members 
Entering Unmasked Estep 
Score: -11588208.000000 Penalty: 3747.441162
	Iteration 3Q: 3 clusters Score -1.158821e+07 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41606 members 
Mstep: Class 2 contains 60176 members 
Entering Unmasked Estep 
Score: -11592139.000000 Penalty: 3747.441162
	Iteration 4F: 3 clusters Score -1.159214e+07 nChanged 7663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36719 members 
Mstep: Class 2 contains 65063 members 
Entering Unmasked Estep 
Score: -11598268.000000 Penalty: 3747.441162
	Iteration 5F: 3 clusters Score -1.159827e+07 nChanged 8236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 70471 members 
Entering Unmasked Estep 
Score: -11606201.000000 Penalty: 3747.441162
	Iteration 6F: 3 clusters Score -1.16062e+07 nChanged 7123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 74548 members 
Entering Unmasked Estep 
Score: -11613035.000000 Penalty: 3747.441162
	Iteration 7F: 3 clusters Score -1.161304e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 76907 members 
Entering Unmasked Estep 
Score: -11616619.000000 Penalty: 3747.441162
	Iteration 8Q: 3 clusters Score -1.161662e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 78574 members 
Entering Unmasked Estep 
Score: -11618341.000000 Penalty: 3747.441162
	Iteration 9Q: 3 clusters Score -1.161834e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 80019 members 
Entering Unmasked Estep 
Score: -11619544.000000 Penalty: 3747.441162
	Iteration 10Q: 3 clusters Score -1.161954e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 81257 members 
Entering Unmasked Estep 
Score: -11620423.000000 Penalty: 3747.441162
	Iteration 11Q: 3 clusters Score -1.162042e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 82252 members 
Entering Unmasked Estep 
Score: -11620928.000000 Penalty: 3747.441162
	Iteration 12Q: 3 clusters Score -1.162093e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 83073 members 
Entering Unmasked Estep 
Score: -11621310.000000 Penalty: 3747.441162
	Iteration 13Q: 3 clusters Score -1.162131e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 83788 members 
Entering Unmasked Estep 
Score: -11621573.000000 Penalty: 3747.441162
	Iteration 14Q: 3 clusters Score -1.162157e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 84408 members 
Entering Unmasked Estep 
Score: -11621777.000000 Penalty: 3747.441162
	Iteration 15Q: 3 clusters Score -1.162178e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 85001 members 
Entering Unmasked Estep 
Score: -11621916.000000 Penalty: 3747.441162
	Iteration 16Q: 3 clusters Score -1.162192e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 85536 members 
Entering Unmasked Estep 
Score: -11621991.000000 Penalty: 3747.441162
	Iteration 17Q: 3 clusters Score -1.162199e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 85988 members 
Entering Unmasked Estep 
Score: -11622091.000000 Penalty: 3747.441162
	Iteration 18Q: 3 clusters Score -1.162209e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 86436 members 
Entering Unmasked Estep 
Score: -11622132.000000 Penalty: 3747.441162
	Iteration 19Q: 3 clusters Score -1.162213e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 86821 members 
Entering Unmasked Estep 
Score: -11622210.000000 Penalty: 3747.441162
	Iteration 20F: 3 clusters Score -1.162221e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 87180 members 
Entering Unmasked Estep 
Score: -11622324.000000 Penalty: 3747.441162
	Iteration 21Q: 3 clusters Score -1.162232e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 87550 members 
Entering Unmasked Estep 
Score: -11622351.000000 Penalty: 3747.441162
	Iteration 22Q: 3 clusters Score -1.162235e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 87885 members 
Entering Unmasked Estep 
Score: -11622385.000000 Penalty: 3747.441162
	Iteration 23Q: 3 clusters Score -1.162238e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 88193 members 
Entering Unmasked Estep 
Score: -11622462.000000 Penalty: 3747.441162
	Iteration 24Q: 3 clusters Score -1.162246e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 88488 members 
Entering Unmasked Estep 
Score: -11622490.000000 Penalty: 3747.441162
	Iteration 25Q: 3 clusters Score -1.162249e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 88746 members 
Entering Unmasked Estep 
Score: -11622525.000000 Penalty: 3747.441162
	Iteration 26Q: 3 clusters Score -1.162252e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 88961 members 
Entering Unmasked Estep 
Score: -11622572.000000 Penalty: 3747.441162
	Iteration 27Q: 3 clusters Score -1.162257e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 89159 members 
Entering Unmasked Estep 
Score: -11622583.000000 Penalty: 3747.441162
	Iteration 28Q: 3 clusters Score -1.162258e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 89339 members 
Entering Unmasked Estep 
Score: -11622628.000000 Penalty: 3747.441162
	Iteration 29Q: 3 clusters Score -1.162263e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 89511 members 
Entering Unmasked Estep 
Score: -11622651.000000 Penalty: 3747.441162
	Iteration 30Q: 3 clusters Score -1.162265e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 89653 members 
Entering Unmasked Estep 
Score: -11622637.000000 Penalty: 3747.441162
	Iteration 31Q: 3 clusters Score -1.162264e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 89793 members 
Entering Unmasked Estep 
Score: -11622641.000000 Penalty: 3747.441162
	Iteration 32Q: 3 clusters Score -1.162264e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 89930 members 
Entering Unmasked Estep 
Score: -11622607.000000 Penalty: 3747.441162
	Iteration 33Q: 3 clusters Score -1.162261e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 90066 members 
Entering Unmasked Estep 
Score: -11622660.000000 Penalty: 3747.441162
	Iteration 34Q: 3 clusters Score -1.162266e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 90186 members 
Entering Unmasked Estep 
Score: -11622665.000000 Penalty: 3747.441162
	Iteration 35Q: 3 clusters Score -1.162266e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 90306 members 
Entering Unmasked Estep 
Score: -11622684.000000 Penalty: 3747.441162
	Iteration 36Q: 3 clusters Score -1.162268e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 90414 members 
Entering Unmasked Estep 
Score: -11622686.000000 Penalty: 3747.441162
	Iteration 37Q: 3 clusters Score -1.162269e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 90496 members 
Entering Unmasked Estep 
Score: -11622700.000000 Penalty: 3747.441162
	Iteration 38Q: 3 clusters Score -1.16227e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 90579 members 
Entering Unmasked Estep 
Score: -11622700.000000 Penalty: 3747.441162
	Iteration 39Q: 3 clusters Score -1.16227e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 90652 members 
Entering Unmasked Estep 
Score: -11622704.000000 Penalty: 3747.441162
	Iteration 40F: 3 clusters Score -1.16227e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 90721 members 
Entering Unmasked Estep 
Score: -11622710.000000 Penalty: 3747.441162
	Iteration 41Q: 3 clusters Score -1.162271e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 90790 members 
Entering Unmasked Estep 
Score: -11622710.000000 Penalty: 3747.441162
	Iteration 42Q: 3 clusters Score -1.162271e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 90864 members 
Entering Unmasked Estep 
Score: -11622738.000000 Penalty: 3747.441162
	Iteration 43Q: 3 clusters Score -1.162274e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 90941 members 
Entering Unmasked Estep 
Score: -11622744.000000 Penalty: 3747.441162
	Iteration 44Q: 3 clusters Score -1.162274e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 91029 members 
Entering Unmasked Estep 
Score: -11622751.000000 Penalty: 3747.441162
	Iteration 45Q: 3 clusters Score -1.162275e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 91107 members 
Entering Unmasked Estep 
Score: -11622791.000000 Penalty: 3747.441162
	Iteration 46Q: 3 clusters Score -1.162279e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 91192 members 
Entering Unmasked Estep 
Score: -11622803.000000 Penalty: 3747.441162
	Iteration 47Q: 3 clusters Score -1.16228e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 91270 members 
Entering Unmasked Estep 
Score: -11622803.000000 Penalty: 3747.441162
	Iteration 48Q: 3 clusters Score -1.16228e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 91344 members 
Entering Unmasked Estep 
Score: -11622776.000000 Penalty: 3747.441162
	Iteration 49Q: 3 clusters Score -1.162278e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 91414 members 
Entering Unmasked Estep 
Score: -11622748.000000 Penalty: 3747.441162
	Iteration 50Q: 3 clusters Score -1.162275e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 91484 members 
Entering Unmasked Estep 
Score: -11622738.000000 Penalty: 3747.441162
	Iteration 51Q: 3 clusters Score -1.162274e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 91554 members 
Entering Unmasked Estep 
Score: -11622737.000000 Penalty: 3747.441162
	Iteration 52Q: 3 clusters Score -1.162274e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 91623 members 
Entering Unmasked Estep 
Score: -11622743.000000 Penalty: 3747.441162
	Iteration 53Q: 3 clusters Score -1.162274e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 91692 members 
Entering Unmasked Estep 
Score: -11622752.000000 Penalty: 3747.441162
	Iteration 54Q: 3 clusters Score -1.162275e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 91755 members 
Entering Unmasked Estep 
Score: -11622795.000000 Penalty: 3747.441162
	Iteration 55Q: 3 clusters Score -1.16228e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 91822 members 
Entering Unmasked Estep 
Score: -11622799.000000 Penalty: 3747.441162
	Iteration 56Q: 3 clusters Score -1.16228e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 91883 members 
Entering Unmasked Estep 
Score: -11622823.000000 Penalty: 3747.441162
	Iteration 57Q: 3 clusters Score -1.162282e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 91932 members 
Entering Unmasked Estep 
Score: -11622817.000000 Penalty: 3747.441162
	Iteration 58Q: 3 clusters Score -1.162282e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 91977 members 
Entering Unmasked Estep 
Score: -11622827.000000 Penalty: 3747.441162
	Iteration 59Q: 3 clusters Score -1.162283e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 92023 members 
Entering Unmasked Estep 
Score: -11622824.000000 Penalty: 3747.441162
	Iteration 60F: 3 clusters Score -1.162282e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 92063 members 
Entering Unmasked Estep 
Score: -11622826.000000 Penalty: 3747.441162
	Iteration 61Q: 3 clusters Score -1.162283e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 92102 members 
Entering Unmasked Estep 
Score: -11622832.000000 Penalty: 3747.441162
	Iteration 62Q: 3 clusters Score -1.162283e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 92130 members 
Entering Unmasked Estep 
Score: -11622834.000000 Penalty: 3747.441162
	Iteration 63Q: 3 clusters Score -1.162283e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 92154 members 
Entering Unmasked Estep 
Score: -11622833.000000 Penalty: 3747.441162
	Iteration 64Q: 3 clusters Score -1.162283e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 92178 members 
Entering Unmasked Estep 
Score: -11622848.000000 Penalty: 3747.441162
	Iteration 65Q: 3 clusters Score -1.162285e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 92207 members 
Entering Unmasked Estep 
Score: -11622853.000000 Penalty: 3747.441162
	Iteration 66Q: 3 clusters Score -1.162285e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 92231 members 
Entering Unmasked Estep 
Score: -11622859.000000 Penalty: 3747.441162
	Iteration 67Q: 3 clusters Score -1.162286e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 92260 members 
Entering Unmasked Estep 
Score: -11622840.000000 Penalty: 3747.441162
	Iteration 68Q: 3 clusters Score -1.162284e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 92289 members 
Entering Unmasked Estep 
Score: -11622854.000000 Penalty: 3747.441162
	Iteration 69Q: 3 clusters Score -1.162285e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 92327 members 
Entering Unmasked Estep 
Score: -11622845.000000 Penalty: 3747.441162
	Iteration 70Q: 3 clusters Score -1.162284e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 92369 members 
Entering Unmasked Estep 
Score: -11622832.000000 Penalty: 3747.441162
	Iteration 71Q: 3 clusters Score -1.162283e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 92415 members 
Entering Unmasked Estep 
Score: -11622838.000000 Penalty: 3747.441162
	Iteration 72Q: 3 clusters Score -1.162284e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 92456 members 
Entering Unmasked Estep 
Score: -11622846.000000 Penalty: 3747.441162
	Iteration 73Q: 3 clusters Score -1.162285e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 92487 members 
Entering Unmasked Estep 
Score: -11622835.000000 Penalty: 3747.441162
	Iteration 74Q: 3 clusters Score -1.162284e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 92516 members 
Entering Unmasked Estep 
Score: -11622838.000000 Penalty: 3747.441162
	Iteration 75Q: 3 clusters Score -1.162284e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 92551 members 
Entering Unmasked Estep 
Score: -11622847.000000 Penalty: 3747.441162
	Iteration 76Q: 3 clusters Score -1.162285e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 92587 members 
Entering Unmasked Estep 
Score: -11622847.000000 Penalty: 3747.441162
	Iteration 77Q: 3 clusters Score -1.162285e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 92620 members 
Entering Unmasked Estep 
Score: -11622857.000000 Penalty: 3747.441162
	Iteration 78Q: 3 clusters Score -1.162286e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 92660 members 
Entering Unmasked Estep 
Score: -11622867.000000 Penalty: 3747.441162
	Iteration 79Q: 3 clusters Score -1.162287e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 92689 members 
Entering Unmasked Estep 
Score: -11622871.000000 Penalty: 3747.441162
	Iteration 80F: 3 clusters Score -1.162287e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 92705 members 
Entering Unmasked Estep 
Score: -11622877.000000 Penalty: 3747.441162
	Iteration 81Q: 3 clusters Score -1.162288e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 92721 members 
Entering Unmasked Estep 
Score: -11622876.000000 Penalty: 3747.441162
	Iteration 82Q: 3 clusters Score -1.162288e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 92740 members 
Entering Unmasked Estep 
Score: -11622864.000000 Penalty: 3747.441162
	Iteration 83Q: 3 clusters Score -1.162286e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 92757 members 
Entering Unmasked Estep 
Score: -11622862.000000 Penalty: 3747.441162
	Iteration 84Q: 3 clusters Score -1.162286e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 92773 members 
Entering Unmasked Estep 
Score: -11622867.000000 Penalty: 3747.441162
	Iteration 85Q: 3 clusters Score -1.162287e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 92787 members 
Entering Unmasked Estep 
Score: -11622868.000000 Penalty: 3747.441162
	Iteration 86Q: 3 clusters Score -1.162287e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 92799 members 
Entering Unmasked Estep 
Score: -11622866.000000 Penalty: 3747.441162
	Iteration 87Q: 3 clusters Score -1.162287e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 92819 members 
Entering Unmasked Estep 
Score: -11622872.000000 Penalty: 3747.441162
	Iteration 88Q: 3 clusters Score -1.162287e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 92831 members 
Entering Unmasked Estep 
Score: -11622865.000000 Penalty: 3747.441162
	Iteration 89Q: 3 clusters Score -1.162286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 92837 members 
Entering Unmasked Estep 
Score: -11622865.000000 Penalty: 3747.441162
	Iteration 90Q: 3 clusters Score -1.162286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 92841 members 
Entering Unmasked Estep 
Score: -11622866.000000 Penalty: 3747.441162
	Iteration 91Q: 3 clusters Score -1.162287e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 92847 members 
Entering Unmasked Estep 
Score: -11622868.000000 Penalty: 3747.441162
	Iteration 92Q: 3 clusters Score -1.162287e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 92853 members 
Entering Unmasked Estep 
Score: -11622880.000000 Penalty: 3747.441162
	Iteration 93Q: 3 clusters Score -1.162288e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 92858 members 
Entering Unmasked Estep 
Score: -11622883.000000 Penalty: 3747.441162
	Iteration 94Q: 3 clusters Score -1.162288e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 92861 members 
Entering Unmasked Estep 
Score: -11622882.000000 Penalty: 3747.441162
	Iteration 95Q: 3 clusters Score -1.162288e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 92862 members 
Entering Unmasked Estep 
Score: -11622881.000000 Penalty: 3747.441162
	Iteration 96Q: 3 clusters Score -1.162288e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 92862 members 
Entering Unmasked Estep 
Score: -11622881.000000 Penalty: 3747.441162
	Iteration 97F: 3 clusters Score -1.162288e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -29568.171875 Penalty: 1023.280212
	Iteration 0F: 2 clusters Score -29568.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -28735.824219 Penalty: 2046.560425
	Iteration 0F: 3 clusters Score -28735.82 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -29388.257812 Penalty: 2046.560425
	Iteration 1F: 3 clusters Score -29388.26 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -29761.212891 Penalty: 2046.560425
	Iteration 2F: 3 clusters Score -29761.21 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -29965.843750 Penalty: 2046.560425
	Iteration 3F: 3 clusters Score -29965.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -30094.816406 Penalty: 2046.560425
	Iteration 4Q: 3 clusters Score -30094.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -30218.503906 Penalty: 2046.560425
	Iteration 5Q: 3 clusters Score -30218.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -30282.507812 Penalty: 2046.560425
	Iteration 6Q: 3 clusters Score -30282.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -30303.962891 Penalty: 2046.560425
	Iteration 7Q: 3 clusters Score -30303.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -30306.425781 Penalty: 2046.560425
	Iteration 8Q: 3 clusters Score -30306.43 nChanged 1
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: -30309.533203 Penalty: 2046.560425
	Iteration 9Q: 3 clusters Score -30309.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -30314.314453 Penalty: 2046.560425
	Iteration 10Q: 3 clusters Score -30314.31 nChanged 1
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: -30315.447266 Penalty: 2046.560425
	Iteration 11Q: 3 clusters Score -30315.45 nChanged 1
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: -30316.064453 Penalty: 2046.560425
	Iteration 12Q: 3 clusters Score -30316.06 nChanged 0
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: -30317.150391 Penalty: 2046.560425
	Iteration 13F: 3 clusters Score -30317.15 nChanged 1
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: -30324.791016 Penalty: 2046.560425
	Iteration 14Q: 3 clusters Score -30324.79 nChanged 2
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: -30329.107422 Penalty: 2046.560425
	Iteration 15Q: 3 clusters Score -30329.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -30331.396484 Penalty: 2046.560425
	Iteration 16Q: 3 clusters Score -30331.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -30332.753906 Penalty: 2046.560425
	Iteration 17Q: 3 clusters Score -30332.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -30332.753906 Penalty: 2046.560425
	Iteration 18F: 3 clusters Score -30332.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 143752 members 
Mstep: Class 3 contains 8459 members 
Mstep: Class 4 contains 21727 members 
Mstep: Class 5 contains 644 members 
Mstep: Class 6 contains 912 members 
Mstep: Class 7 contains 101782 members 
Mstep: Class 8 contains 274 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 188583 members 
Mstep: Class 11 contains 89167 members 
Mstep: Class 12 contains 35714 members 
Mstep: Class 13 contains 71210 members 
Mstep: Class 14 contains 106091 members 
Mstep: Class 15 contains 4959 members 
Mstep: Class 16 contains 136288 members 
Mstep: Class 17 contains 11234 members 
Mstep: Class 18 contains 6304 members 
Mstep: Class 19 contains 26340 members 
Mstep: Class 20 contains 1624 members 
Mstep: Class 21 contains 30465 members 
Mstep: Class 22 contains 129547 members 
Mstep: Class 23 contains 119269 members 
Mstep: Class 24 contains 96598 members 
Mstep: Class 25 contains 803 members 
Mstep: Class 26 contains 1792 members 
Mstep: Class 27 contains 799 members 
Mstep: Class 28 contains 12331 members 
Mstep: Class 29 contains 152307 members 
Mstep: Class 30 contains 3425 members 
Mstep: Class 31 contains 114169 members 
Mstep: Class 32 contains 4802 members 
Mstep: Class 33 contains 641 members 
Mstep: Class 34 contains 99598 members 
Mstep: Class 35 contains 269 members 
Entering Unmasked Estep 
Score: -194540256.000000 Penalty: 81669.710938
Splitting cluster 8 changes total score from -194541568.000000 to -194540256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Entering Unmasked Estep 
Score: -24591.019531 Penalty: 997.029297
	Iteration 0F: 2 clusters Score -24591.02 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 219 members 
Entering Unmasked Estep 
Score: -23757.791016 Penalty: 1994.058594
	Iteration 0F: 3 clusters Score -23757.79 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -24531.523438 Penalty: 1994.058594
	Iteration 1F: 3 clusters Score -24531.52 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -24913.587891 Penalty: 1994.058594
	Iteration 2F: 3 clusters Score -24913.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -25287.097656 Penalty: 1994.058594
	Iteration 3F: 3 clusters Score -25287.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -25577.314453 Penalty: 1994.058594
	Iteration 4Q: 3 clusters Score -25577.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -25813.544922 Penalty: 1994.058594
	Iteration 5Q: 3 clusters Score -25813.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -26090.957031 Penalty: 1994.058594
	Iteration 6Q: 3 clusters Score -26090.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -26239.082031 Penalty: 1994.058594
	Iteration 7Q: 3 clusters Score -26239.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -26391.619141 Penalty: 1994.058594
	Iteration 8Q: 3 clusters Score -26391.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -26431.759766 Penalty: 1994.058594
	Iteration 9Q: 3 clusters Score -26431.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -26445.451172 Penalty: 1994.058594
	Iteration 10Q: 3 clusters Score -26445.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -26466.359375 Penalty: 1994.058594
	Iteration 11Q: 3 clusters Score -26466.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -26476.384766 Penalty: 1994.058594
	Iteration 12Q: 3 clusters Score -26476.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -26479.796875 Penalty: 1994.058594
	Iteration 13Q: 3 clusters Score -26479.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -26479.796875 Penalty: 1994.058594
	Iteration 14F: 3 clusters Score -26479.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 143752 members 
Mstep: Class 3 contains 8459 members 
Mstep: Class 4 contains 21727 members 
Mstep: Class 5 contains 644 members 
Mstep: Class 6 contains 912 members 
Mstep: Class 7 contains 101782 members 
Mstep: Class 8 contains 543 members 
Mstep: Class 9 contains 221 members 
Mstep: Class 10 contains 188583 members 
Mstep: Class 11 contains 89167 members 
Mstep: Class 12 contains 35714 members 
Mstep: Class 13 contains 71210 members 
Mstep: Class 14 contains 106091 members 
Mstep: Class 15 contains 4959 members 
Mstep: Class 16 contains 136288 members 
Mstep: Class 17 contains 11234 members 
Mstep: Class 18 contains 6304 members 
Mstep: Class 19 contains 26340 members 
Mstep: Class 20 contains 1624 members 
Mstep: Class 21 contains 30465 members 
Mstep: Class 22 contains 129547 members 
Mstep: Class 23 contains 119269 members 
Mstep: Class 24 contains 96598 members 
Mstep: Class 25 contains 803 members 
Mstep: Class 26 contains 1792 members 
Mstep: Class 27 contains 799 members 
Mstep: Class 28 contains 12331 members 
Mstep: Class 29 contains 152307 members 
Mstep: Class 30 contains 3425 members 
Mstep: Class 31 contains 114169 members 
Mstep: Class 32 contains 4802 members 
Mstep: Class 33 contains 641 members 
Mstep: Class 34 contains 99598 members 
Mstep: Class 35 contains 241 members 
Entering Unmasked Estep 
Score: -194541312.000000 Penalty: 81669.710938
Splitting cluster 9 changes total score from -194541568.000000 to -194541312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (188583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188583 members 
Entering Unmasked Estep 
Score: -21641182.000000 Penalty: 1973.935181
	Iteration 0F: 2 clusters Score -2.164118e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94152 members 
Mstep: Class 2 contains 94431 members 
Entering Unmasked Estep 
Score: -21532792.000000 Penalty: 3947.870361
	Iteration 0F: 3 clusters Score -2.153279e+07 nChanged 91232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90584 members 
Mstep: Class 2 contains 97999 members 
Entering Unmasked Estep 
Score: -21586692.000000 Penalty: 3947.870361
	Iteration 1F: 3 clusters Score -2.158669e+07 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87981 members 
Mstep: Class 2 contains 100602 members 
Entering Unmasked Estep 
Score: -21588330.000000 Penalty: 3947.870361
	Iteration 2Q: 3 clusters Score -2.158833e+07 nChanged 7066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84213 members 
Mstep: Class 2 contains 104370 members 
Entering Unmasked Estep 
Score: -21590492.000000 Penalty: 3947.870361
	Iteration 3Q: 3 clusters Score -2.159049e+07 nChanged 8896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78747 members 
Mstep: Class 2 contains 109836 members 
Entering Unmasked Estep 
Score: -21593948.000000 Penalty: 3947.870361
	Iteration 4Q: 3 clusters Score -2.159395e+07 nChanged 10798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71981 members 
Mstep: Class 2 contains 116602 members 
Entering Unmasked Estep 
Score: -21599388.000000 Penalty: 3947.870361
	Iteration 5F: 3 clusters Score -2.159939e+07 nChanged 12197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64722 members 
Mstep: Class 2 contains 123861 members 
Entering Unmasked Estep 
Score: -21607468.000000 Penalty: 3947.870361
	Iteration 6F: 3 clusters Score -2.160747e+07 nChanged 12189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59121 members 
Mstep: Class 2 contains 129462 members 
Entering Unmasked Estep 
Score: -21616632.000000 Penalty: 3947.870361
	Iteration 7F: 3 clusters Score -2.161663e+07 nChanged 10631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56306 members 
Mstep: Class 2 contains 132277 members 
Entering Unmasked Estep 
Score: -21622842.000000 Penalty: 3947.870361
	Iteration 8F: 3 clusters Score -2.162284e+07 nChanged 7554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55244 members 
Mstep: Class 2 contains 133339 members 
Entering Unmasked Estep 
Score: -21625002.000000 Penalty: 3947.870361
	Iteration 9Q: 3 clusters Score -2.1625e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54562 members 
Mstep: Class 2 contains 134021 members 
Entering Unmasked Estep 
Score: -21625652.000000 Penalty: 3947.870361
	Iteration 10Q: 3 clusters Score -2.162565e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53992 members 
Mstep: Class 2 contains 134591 members 
Entering Unmasked Estep 
Score: -21625820.000000 Penalty: 3947.870361
	Iteration 11Q: 3 clusters Score -2.162582e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53490 members 
Mstep: Class 2 contains 135093 members 
Entering Unmasked Estep 
Score: -21625740.000000 Penalty: 3947.870361
	Iteration 12Q: 3 clusters Score -2.162574e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53103 members 
Mstep: Class 2 contains 135480 members 
Entering Unmasked Estep 
Score: -21625770.000000 Penalty: 3947.870361
	Iteration 13Q: 3 clusters Score -2.162577e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52713 members 
Mstep: Class 2 contains 135870 members 
Entering Unmasked Estep 
Score: -21625784.000000 Penalty: 3947.870361
	Iteration 14Q: 3 clusters Score -2.162578e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52416 members 
Mstep: Class 2 contains 136167 members 
Entering Unmasked Estep 
Score: -21625782.000000 Penalty: 3947.870361
	Iteration 15Q: 3 clusters Score -2.162578e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52201 members 
Mstep: Class 2 contains 136382 members 
Entering Unmasked Estep 
Score: -21625696.000000 Penalty: 3947.870361
	Iteration 16Q: 3 clusters Score -2.16257e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52042 members 
Mstep: Class 2 contains 136541 members 
Entering Unmasked Estep 
Score: -21625678.000000 Penalty: 3947.870361
	Iteration 17Q: 3 clusters Score -2.162568e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51937 members 
Mstep: Class 2 contains 136646 members 
Entering Unmasked Estep 
Score: -21625692.000000 Penalty: 3947.870361
	Iteration 18Q: 3 clusters Score -2.162569e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51863 members 
Mstep: Class 2 contains 136720 members 
Entering Unmasked Estep 
Score: -21625682.000000 Penalty: 3947.870361
	Iteration 19Q: 3 clusters Score -2.162568e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51827 members 
Mstep: Class 2 contains 136756 members 
Entering Unmasked Estep 
Score: -21625588.000000 Penalty: 3947.870361
	Iteration 20F: 3 clusters Score -2.162559e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51860 members 
Mstep: Class 2 contains 136723 members 
Entering Unmasked Estep 
Score: -21625560.000000 Penalty: 3947.870361
	Iteration 21Q: 3 clusters Score -2.162556e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51930 members 
Mstep: Class 2 contains 136653 members 
Entering Unmasked Estep 
Score: -21625446.000000 Penalty: 3947.870361
	Iteration 22Q: 3 clusters Score -2.162545e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52047 members 
Mstep: Class 2 contains 136536 members 
Entering Unmasked Estep 
Score: -21625338.000000 Penalty: 3947.870361
	Iteration 23Q: 3 clusters Score -2.162534e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52208 members 
Mstep: Class 2 contains 136375 members 
Entering Unmasked Estep 
Score: -21625306.000000 Penalty: 3947.870361
	Iteration 24Q: 3 clusters Score -2.162531e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52398 members 
Mstep: Class 2 contains 136185 members 
Entering Unmasked Estep 
Score: -21625124.000000 Penalty: 3947.870361
	Iteration 25Q: 3 clusters Score -2.162512e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52659 members 
Mstep: Class 2 contains 135924 members 
Entering Unmasked Estep 
Score: -21624982.000000 Penalty: 3947.870361
	Iteration 26Q: 3 clusters Score -2.162498e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52924 members 
Mstep: Class 2 contains 135659 members 
Entering Unmasked Estep 
Score: -21624898.000000 Penalty: 3947.870361
	Iteration 27Q: 3 clusters Score -2.16249e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53275 members 
Mstep: Class 2 contains 135308 members 
Entering Unmasked Estep 
Score: -21624732.000000 Penalty: 3947.870361
	Iteration 28Q: 3 clusters Score -2.162473e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53636 members 
Mstep: Class 2 contains 134947 members 
Entering Unmasked Estep 
Score: -21624606.000000 Penalty: 3947.870361
	Iteration 29Q: 3 clusters Score -2.162461e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54098 members 
Mstep: Class 2 contains 134485 members 
Entering Unmasked Estep 
Score: -21624494.000000 Penalty: 3947.870361
	Iteration 30Q: 3 clusters Score -2.162449e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54637 members 
Mstep: Class 2 contains 133946 members 
Entering Unmasked Estep 
Score: -21624442.000000 Penalty: 3947.870361
	Iteration 31Q: 3 clusters Score -2.162444e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55194 members 
Mstep: Class 2 contains 133389 members 
Entering Unmasked Estep 
Score: -21624238.000000 Penalty: 3947.870361
	Iteration 32Q: 3 clusters Score -2.162424e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55865 members 
Mstep: Class 2 contains 132718 members 
Entering Unmasked Estep 
Score: -21624142.000000 Penalty: 3947.870361
	Iteration 33Q: 3 clusters Score -2.162414e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56581 members 
Mstep: Class 2 contains 132002 members 
Entering Unmasked Estep 
Score: -21624026.000000 Penalty: 3947.870361
	Iteration 34Q: 3 clusters Score -2.162403e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57367 members 
Mstep: Class 2 contains 131216 members 
Entering Unmasked Estep 
Score: -21623974.000000 Penalty: 3947.870361
	Iteration 35Q: 3 clusters Score -2.162397e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58185 members 
Mstep: Class 2 contains 130398 members 
Entering Unmasked Estep 
Score: -21623710.000000 Penalty: 3947.870361
	Iteration 36Q: 3 clusters Score -2.162371e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59145 members 
Mstep: Class 2 contains 129438 members 
Entering Unmasked Estep 
Score: -21623614.000000 Penalty: 3947.870361
	Iteration 37Q: 3 clusters Score -2.162361e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60230 members 
Mstep: Class 2 contains 128353 members 
Entering Unmasked Estep 
Score: -21623466.000000 Penalty: 3947.870361
	Iteration 38Q: 3 clusters Score -2.162347e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61423 members 
Mstep: Class 2 contains 127160 members 
Entering Unmasked Estep 
Score: -21623326.000000 Penalty: 3947.870361
	Iteration 39Q: 3 clusters Score -2.162333e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62719 members 
Mstep: Class 2 contains 125864 members 
Entering Unmasked Estep 
Score: -21623200.000000 Penalty: 3947.870361
	Iteration 40F: 3 clusters Score -2.16232e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64103 members 
Mstep: Class 2 contains 124480 members 
Entering Unmasked Estep 
Score: -21623100.000000 Penalty: 3947.870361
	Iteration 41Q: 3 clusters Score -2.16231e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65563 members 
Mstep: Class 2 contains 123020 members 
Entering Unmasked Estep 
Score: -21622942.000000 Penalty: 3947.870361
	Iteration 42Q: 3 clusters Score -2.162294e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67105 members 
Mstep: Class 2 contains 121478 members 
Entering Unmasked Estep 
Score: -21622790.000000 Penalty: 3947.870361
	Iteration 43Q: 3 clusters Score -2.162279e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68745 members 
Mstep: Class 2 contains 119838 members 
Entering Unmasked Estep 
Score: -21622798.000000 Penalty: 3947.870361
	Iteration 44Q: 3 clusters Score -2.16228e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70394 members 
Mstep: Class 2 contains 118189 members 
Entering Unmasked Estep 
Score: -21622572.000000 Penalty: 3947.870361
	Iteration 45Q: 3 clusters Score -2.162257e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72077 members 
Mstep: Class 2 contains 116506 members 
Entering Unmasked Estep 
Score: -21622496.000000 Penalty: 3947.870361
	Iteration 46Q: 3 clusters Score -2.16225e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73797 members 
Mstep: Class 2 contains 114786 members 
Entering Unmasked Estep 
Score: -21622412.000000 Penalty: 3947.870361
	Iteration 47Q: 3 clusters Score -2.162241e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75609 members 
Mstep: Class 2 contains 112974 members 
Entering Unmasked Estep 
Score: -21622406.000000 Penalty: 3947.870361
	Iteration 48Q: 3 clusters Score -2.162241e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77466 members 
Mstep: Class 2 contains 111117 members 
Entering Unmasked Estep 
Score: -21622372.000000 Penalty: 3947.870361
	Iteration 49Q: 3 clusters Score -2.162237e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79482 members 
Mstep: Class 2 contains 109101 members 
Entering Unmasked Estep 
Score: -21622644.000000 Penalty: 3947.870361
	Iteration 50Q: 3 clusters Score -2.162264e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81497 members 
Mstep: Class 2 contains 107086 members 
Entering Unmasked Estep 
Score: -21622684.000000 Penalty: 3947.870361
	Iteration 51Q: 3 clusters Score -2.162268e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83636 members 
Mstep: Class 2 contains 104947 members 
Entering Unmasked Estep 
Score: -21622908.000000 Penalty: 3947.870361
	Iteration 52Q: 3 clusters Score -2.162291e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85891 members 
Mstep: Class 2 contains 102692 members 
Entering Unmasked Estep 
Score: -21623060.000000 Penalty: 3947.870361
	Iteration 53Q: 3 clusters Score -2.162306e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88146 members 
Mstep: Class 2 contains 100437 members 
Entering Unmasked Estep 
Score: -21623270.000000 Penalty: 3947.870361
	Iteration 54Q: 3 clusters Score -2.162327e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90290 members 
Mstep: Class 2 contains 98293 members 
Entering Unmasked Estep 
Score: -21623438.000000 Penalty: 3947.870361
	Iteration 55Q: 3 clusters Score -2.162344e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92224 members 
Mstep: Class 2 contains 96359 members 
Entering Unmasked Estep 
Score: -21623710.000000 Penalty: 3947.870361
	Iteration 56Q: 3 clusters Score -2.162371e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94102 members 
Mstep: Class 2 contains 94481 members 
Entering Unmasked Estep 
Score: -21623958.000000 Penalty: 3947.870361
	Iteration 57Q: 3 clusters Score -2.162396e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95931 members 
Mstep: Class 2 contains 92652 members 
Entering Unmasked Estep 
Score: -21624176.000000 Penalty: 3947.870361
	Iteration 58Q: 3 clusters Score -2.162418e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97619 members 
Mstep: Class 2 contains 90964 members 
Entering Unmasked Estep 
Score: -21624288.000000 Penalty: 3947.870361
	Iteration 59Q: 3 clusters Score -2.162429e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99147 members 
Mstep: Class 2 contains 89436 members 
Entering Unmasked Estep 
Score: -21624556.000000 Penalty: 3947.870361
	Iteration 60F: 3 clusters Score -2.162456e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100994 members 
Mstep: Class 2 contains 87589 members 
Entering Unmasked Estep 
Score: -21624854.000000 Penalty: 3947.870361
	Iteration 61Q: 3 clusters Score -2.162485e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102993 members 
Mstep: Class 2 contains 85590 members 
Entering Unmasked Estep 
Score: -21625056.000000 Penalty: 3947.870361
	Iteration 62Q: 3 clusters Score -2.162506e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104816 members 
Mstep: Class 2 contains 83767 members 
Entering Unmasked Estep 
Score: -21625330.000000 Penalty: 3947.870361
	Iteration 63Q: 3 clusters Score -2.162533e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106474 members 
Mstep: Class 2 contains 82109 members 
Entering Unmasked Estep 
Score: -21625518.000000 Penalty: 3947.870361
	Iteration 64Q: 3 clusters Score -2.162552e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107983 members 
Mstep: Class 2 contains 80600 members 
Entering Unmasked Estep 
Score: -21625640.000000 Penalty: 3947.870361
	Iteration 65Q: 3 clusters Score -2.162564e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109373 members 
Mstep: Class 2 contains 79210 members 
Entering Unmasked Estep 
Score: -21625830.000000 Penalty: 3947.870361
	Iteration 66Q: 3 clusters Score -2.162583e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110831 members 
Mstep: Class 2 contains 77752 members 
Entering Unmasked Estep 
Score: -21626066.000000 Penalty: 3947.870361
	Iteration 67Q: 3 clusters Score -2.162607e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112390 members 
Mstep: Class 2 contains 76193 members 
Entering Unmasked Estep 
Score: -21626322.000000 Penalty: 3947.870361
	Iteration 68Q: 3 clusters Score -2.162632e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113996 members 
Mstep: Class 2 contains 74587 members 
Entering Unmasked Estep 
Score: -21626556.000000 Penalty: 3947.870361
	Iteration 69Q: 3 clusters Score -2.162656e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115603 members 
Mstep: Class 2 contains 72980 members 
Entering Unmasked Estep 
Score: -21626788.000000 Penalty: 3947.870361
	Iteration 70Q: 3 clusters Score -2.162679e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117311 members 
Mstep: Class 2 contains 71272 members 
Entering Unmasked Estep 
Score: -21627024.000000 Penalty: 3947.870361
	Iteration 71Q: 3 clusters Score -2.162702e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119184 members 
Mstep: Class 2 contains 69399 members 
Entering Unmasked Estep 
Score: -21627336.000000 Penalty: 3947.870361
	Iteration 72Q: 3 clusters Score -2.162734e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121305 members 
Mstep: Class 2 contains 67278 members 
Entering Unmasked Estep 
Score: -21627738.000000 Penalty: 3947.870361
	Iteration 73Q: 3 clusters Score -2.162774e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123786 members 
Mstep: Class 2 contains 64797 members 
Entering Unmasked Estep 
Score: -21628422.000000 Penalty: 3947.870361
	Iteration 74Q: 3 clusters Score -2.162842e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126604 members 
Mstep: Class 2 contains 61979 members 
Entering Unmasked Estep 
Score: -21628954.000000 Penalty: 3947.870361
	Iteration 75Q: 3 clusters Score -2.162895e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129729 members 
Mstep: Class 2 contains 58854 members 
Entering Unmasked Estep 
Score: -21629600.000000 Penalty: 3947.870361
	Iteration 76Q: 3 clusters Score -2.16296e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133331 members 
Mstep: Class 2 contains 55252 members 
Entering Unmasked Estep 
Score: -21630520.000000 Penalty: 3947.870361
	Iteration 77Q: 3 clusters Score -2.163052e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137427 members 
Mstep: Class 2 contains 51156 members 
Entering Unmasked Estep 
Score: -21631766.000000 Penalty: 3947.870361
	Iteration 78Q: 3 clusters Score -2.163177e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142085 members 
Mstep: Class 2 contains 46498 members 
Entering Unmasked Estep 
Score: -21632808.000000 Penalty: 3947.870361
	Iteration 79Q: 3 clusters Score -2.163281e+07 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147235 members 
Mstep: Class 2 contains 41348 members 
Entering Unmasked Estep 
Score: -21634346.000000 Penalty: 3947.870361
	Iteration 80F: 3 clusters Score -2.163435e+07 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152874 members 
Mstep: Class 2 contains 35709 members 
Entering Unmasked Estep 
Score: -21636054.000000 Penalty: 3947.870361
	Iteration 81Q: 3 clusters Score -2.163605e+07 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158934 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
Score: -21637862.000000 Penalty: 3947.870361
	Iteration 82Q: 3 clusters Score -2.163786e+07 nChanged 5969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164879 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -21639464.000000 Penalty: 3947.870361
	Iteration 83Q: 3 clusters Score -2.163946e+07 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170758 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -21640288.000000 Penalty: 3947.870361
	Iteration 84Q: 3 clusters Score -2.164029e+07 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176174 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -21640764.000000 Penalty: 3947.870361
	Iteration 85Q: 3 clusters Score -2.164076e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180406 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -21640630.000000 Penalty: 3947.870361
	Iteration 86Q: 3 clusters Score -2.164063e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183285 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -21640536.000000 Penalty: 3947.870361
	Iteration 87Q: 3 clusters Score -2.164054e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184959 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -21640776.000000 Penalty: 3947.870361
	Iteration 88Q: 3 clusters Score -2.164078e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185898 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -21640714.000000 Penalty: 3947.870361
	Iteration 89Q: 3 clusters Score -2.164071e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186402 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -21640766.000000 Penalty: 3947.870361
	Iteration 90Q: 3 clusters Score -2.164077e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186688 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -21640722.000000 Penalty: 3947.870361
	Iteration 91Q: 3 clusters Score -2.164072e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186868 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -21640690.000000 Penalty: 3947.870361
	Iteration 92Q: 3 clusters Score -2.164069e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186998 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -21640672.000000 Penalty: 3947.870361
	Iteration 93Q: 3 clusters Score -2.164067e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187074 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -21640626.000000 Penalty: 3947.870361
	Iteration 94Q: 3 clusters Score -2.164063e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187126 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -21640612.000000 Penalty: 3947.870361
	Iteration 95Q: 3 clusters Score -2.164061e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187177 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -21640634.000000 Penalty: 3947.870361
	Iteration 96Q: 3 clusters Score -2.164063e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187204 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -21640616.000000 Penalty: 3947.870361
	Iteration 97Q: 3 clusters Score -2.164062e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187227 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -21640604.000000 Penalty: 3947.870361
	Iteration 98Q: 3 clusters Score -2.16406e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187251 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -21640614.000000 Penalty: 3947.870361
	Iteration 99Q: 3 clusters Score -2.164061e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187279 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -21640606.000000 Penalty: 3947.870361
	Iteration 100F: 3 clusters Score -2.164061e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187299 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -21640600.000000 Penalty: 3947.870361
	Iteration 101Q: 3 clusters Score -2.16406e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187310 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -21640596.000000 Penalty: 3947.870361
	Iteration 102Q: 3 clusters Score -2.16406e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187321 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -21640592.000000 Penalty: 3947.870361
	Iteration 103Q: 3 clusters Score -2.164059e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187331 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -21640602.000000 Penalty: 3947.870361
	Iteration 104Q: 3 clusters Score -2.16406e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187340 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -21640580.000000 Penalty: 3947.870361
	Iteration 105Q: 3 clusters Score -2.164058e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187354 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -21640590.000000 Penalty: 3947.870361
	Iteration 106Q: 3 clusters Score -2.164059e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187367 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -21640580.000000 Penalty: 3947.870361
	Iteration 107Q: 3 clusters Score -2.164058e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187381 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -21640580.000000 Penalty: 3947.870361
	Iteration 108Q: 3 clusters Score -2.164058e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187394 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -21640574.000000 Penalty: 3947.870361
	Iteration 109Q: 3 clusters Score -2.164057e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187409 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -21640570.000000 Penalty: 3947.870361
	Iteration 110Q: 3 clusters Score -2.164057e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187419 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -21640566.000000 Penalty: 3947.870361
	Iteration 111Q: 3 clusters Score -2.164057e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187427 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -21640560.000000 Penalty: 3947.870361
	Iteration 112Q: 3 clusters Score -2.164056e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187433 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -21640554.000000 Penalty: 3947.870361
	Iteration 113Q: 3 clusters Score -2.164055e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187443 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -21640548.000000 Penalty: 3947.870361
	Iteration 114Q: 3 clusters Score -2.164055e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187450 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -21640556.000000 Penalty: 3947.870361
	Iteration 115Q: 3 clusters Score -2.164056e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187459 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -21640538.000000 Penalty: 3947.870361
	Iteration 116Q: 3 clusters Score -2.164054e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187463 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -21640544.000000 Penalty: 3947.870361
	Iteration 117Q: 3 clusters Score -2.164054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187467 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -21640554.000000 Penalty: 3947.870361
	Iteration 118Q: 3 clusters Score -2.164055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187468 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -21640566.000000 Penalty: 3947.870361
	Iteration 119Q: 3 clusters Score -2.164057e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187470 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -21640568.000000 Penalty: 3947.870361
	Iteration 120F: 3 clusters Score -2.164057e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187472 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -21640566.000000 Penalty: 3947.870361
	Iteration 121Q: 3 clusters Score -2.164057e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187474 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -21640572.000000 Penalty: 3947.870361
	Iteration 122Q: 3 clusters Score -2.164057e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187476 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -21640572.000000 Penalty: 3947.870361
	Iteration 123Q: 3 clusters Score -2.164057e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187476 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -21640572.000000 Penalty: 3947.870361
	Iteration 124F: 3 clusters Score -2.164057e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (89167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89167 members 
Entering Unmasked Estep 
Score: -10419673.000000 Penalty: 1852.218140
	Iteration 0F: 2 clusters Score -1.041967e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44652 members 
Mstep: Class 2 contains 44515 members 
Entering Unmasked Estep 
Score: -10360304.000000 Penalty: 3704.436279
	Iteration 0F: 3 clusters Score -1.03603e+07 nChanged 42220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46000 members 
Mstep: Class 2 contains 43167 members 
Entering Unmasked Estep 
Score: -10384246.000000 Penalty: 3704.436279
	Iteration 1F: 3 clusters Score -1.038425e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46596 members 
Mstep: Class 2 contains 42571 members 
Entering Unmasked Estep 
Score: -10384670.000000 Penalty: 3704.436279
	Iteration 2Q: 3 clusters Score -1.038467e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47510 members 
Mstep: Class 2 contains 41657 members 
Entering Unmasked Estep 
Score: -10385329.000000 Penalty: 3704.436279
	Iteration 3Q: 3 clusters Score -1.038533e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48882 members 
Mstep: Class 2 contains 40285 members 
Entering Unmasked Estep 
Score: -10386082.000000 Penalty: 3704.436279
	Iteration 4Q: 3 clusters Score -1.038608e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50946 members 
Mstep: Class 2 contains 38221 members 
Entering Unmasked Estep 
Score: -10387216.000000 Penalty: 3704.436279
	Iteration 5Q: 3 clusters Score -1.038722e+07 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53900 members 
Mstep: Class 2 contains 35267 members 
Entering Unmasked Estep 
Score: -10389087.000000 Penalty: 3704.436279
	Iteration 6Q: 3 clusters Score -1.038909e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58007 members 
Mstep: Class 2 contains 31160 members 
Entering Unmasked Estep 
Score: -10392257.000000 Penalty: 3704.436279
	Iteration 7F: 3 clusters Score -1.039226e+07 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62943 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -10396986.000000 Penalty: 3704.436279
	Iteration 8F: 3 clusters Score -1.039699e+07 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67891 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -10402457.000000 Penalty: 3704.436279
	Iteration 9F: 3 clusters Score -1.040246e+07 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71948 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -10406906.000000 Penalty: 3704.436279
	Iteration 10F: 3 clusters Score -1.040691e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74745 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -10409735.000000 Penalty: 3704.436279
	Iteration 11Q: 3 clusters Score -1.040974e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76752 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -10411456.000000 Penalty: 3704.436279
	Iteration 12Q: 3 clusters Score -1.041146e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78442 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -10412631.000000 Penalty: 3704.436279
	Iteration 13Q: 3 clusters Score -1.041263e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79855 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -10413440.000000 Penalty: 3704.436279
	Iteration 14Q: 3 clusters Score -1.041344e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81093 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -10414181.000000 Penalty: 3704.436279
	Iteration 15Q: 3 clusters Score -1.041418e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82225 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -10414806.000000 Penalty: 3704.436279
	Iteration 16Q: 3 clusters Score -1.041481e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83250 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -10415338.000000 Penalty: 3704.436279
	Iteration 17Q: 3 clusters Score -1.041534e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84132 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -10415792.000000 Penalty: 3704.436279
	Iteration 18Q: 3 clusters Score -1.041579e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84906 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -10416155.000000 Penalty: 3704.436279
	Iteration 19Q: 3 clusters Score -1.041616e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85595 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -10416550.000000 Penalty: 3704.436279
	Iteration 20F: 3 clusters Score -1.041655e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86204 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -10416887.000000 Penalty: 3704.436279
	Iteration 21Q: 3 clusters Score -1.041689e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86673 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -10417127.000000 Penalty: 3704.436279
	Iteration 22Q: 3 clusters Score -1.041713e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87032 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -10417300.000000 Penalty: 3704.436279
	Iteration 23Q: 3 clusters Score -1.04173e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87322 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -10417442.000000 Penalty: 3704.436279
	Iteration 24Q: 3 clusters Score -1.041744e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87579 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -10417582.000000 Penalty: 3704.436279
	Iteration 25Q: 3 clusters Score -1.041758e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87770 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -10417667.000000 Penalty: 3704.436279
	Iteration 26Q: 3 clusters Score -1.041767e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87935 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -10417758.000000 Penalty: 3704.436279
	Iteration 27Q: 3 clusters Score -1.041776e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88044 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -10417841.000000 Penalty: 3704.436279
	Iteration 28Q: 3 clusters Score -1.041784e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88128 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -10417862.000000 Penalty: 3704.436279
	Iteration 29Q: 3 clusters Score -1.041786e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88193 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -10417900.000000 Penalty: 3704.436279
	Iteration 30Q: 3 clusters Score -1.04179e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88242 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -10417945.000000 Penalty: 3704.436279
	Iteration 31Q: 3 clusters Score -1.041794e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88276 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -10417965.000000 Penalty: 3704.436279
	Iteration 32Q: 3 clusters Score -1.041796e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88315 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -10417989.000000 Penalty: 3704.436279
	Iteration 33Q: 3 clusters Score -1.041799e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88342 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -10418006.000000 Penalty: 3704.436279
	Iteration 34Q: 3 clusters Score -1.041801e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88367 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -10418015.000000 Penalty: 3704.436279
	Iteration 35Q: 3 clusters Score -1.041802e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88385 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -10418014.000000 Penalty: 3704.436279
	Iteration 36Q: 3 clusters Score -1.041801e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88399 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -10418030.000000 Penalty: 3704.436279
	Iteration 37Q: 3 clusters Score -1.041803e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88409 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -10418033.000000 Penalty: 3704.436279
	Iteration 38Q: 3 clusters Score -1.041803e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88415 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -10418035.000000 Penalty: 3704.436279
	Iteration 39Q: 3 clusters Score -1.041804e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88420 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -10418031.000000 Penalty: 3704.436279
	Iteration 40F: 3 clusters Score -1.041803e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88427 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -10418046.000000 Penalty: 3704.436279
	Iteration 41Q: 3 clusters Score -1.041805e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88435 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -10418058.000000 Penalty: 3704.436279
	Iteration 42Q: 3 clusters Score -1.041806e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88445 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -10418056.000000 Penalty: 3704.436279
	Iteration 43Q: 3 clusters Score -1.041806e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88453 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -10418057.000000 Penalty: 3704.436279
	Iteration 44Q: 3 clusters Score -1.041806e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88460 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -10418063.000000 Penalty: 3704.436279
	Iteration 45Q: 3 clusters Score -1.041806e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88466 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -10418073.000000 Penalty: 3704.436279
	Iteration 46Q: 3 clusters Score -1.041807e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88475 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -10418067.000000 Penalty: 3704.436279
	Iteration 47Q: 3 clusters Score -1.041807e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88482 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -10418072.000000 Penalty: 3704.436279
	Iteration 48Q: 3 clusters Score -1.041807e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88484 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -10418070.000000 Penalty: 3704.436279
	Iteration 49Q: 3 clusters Score -1.041807e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88486 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -10418072.000000 Penalty: 3704.436279
	Iteration 50Q: 3 clusters Score -1.041807e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88490 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -10418069.000000 Penalty: 3704.436279
	Iteration 51Q: 3 clusters Score -1.041807e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88492 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -10418075.000000 Penalty: 3704.436279
	Iteration 52Q: 3 clusters Score -1.041808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88494 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -10418082.000000 Penalty: 3704.436279
	Iteration 53Q: 3 clusters Score -1.041808e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88495 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -10418087.000000 Penalty: 3704.436279
	Iteration 54Q: 3 clusters Score -1.041809e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88498 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -10418094.000000 Penalty: 3704.436279
	Iteration 55Q: 3 clusters Score -1.041809e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88501 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -10418087.000000 Penalty: 3704.436279
	Iteration 56Q: 3 clusters Score -1.041809e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88501 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -10418087.000000 Penalty: 3704.436279
	Iteration 57F: 3 clusters Score -1.041809e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (35714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35714 members 
Entering Unmasked Estep 
Score: -3919528.000000 Penalty: 1703.536011
	Iteration 0F: 2 clusters Score -3919528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -3895598.500000 Penalty: 3407.072021
	Iteration 0F: 3 clusters Score -3895598 nChanged 16567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -3905011.500000 Penalty: 3407.072021
	Iteration 1F: 3 clusters Score -3905012 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -3905526.250000 Penalty: 3407.072021
	Iteration 2Q: 3 clusters Score -3905526 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -3915780 nChanged 769
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Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -3916470 nChanged 200
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Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -3916490 nChanged 165
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Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -3916501 nChanged 144
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Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -3916514 nChanged 119
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Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3916534 nChanged 81
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Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3916554 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3916558 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3916558 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3916556 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3916559 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3916573 nChanged 28
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Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -3916570 nChanged 28
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Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3916569 nChanged 20
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Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 25349 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3916572 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3916568 nChanged 25
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Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3916580 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3916573 nChanged 18
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Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3916580 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3916588 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3916596 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3916597 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3916603 nChanged 22
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Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3916602 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3916596 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3916598 nChanged 16
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Mstep: Class 1 contains 10124 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3916592 nChanged 21
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Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10076 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10028 members 
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Mstep: Class 1 contains 10007 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9986 members 
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Entering Unmasked Estep 
Score: -3916591.250000 Penalty: 3407.072021
	Iteration 56Q: 3 clusters Score -3916591 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9967 members 
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Mstep: Class 1 contains 9945 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3916582 nChanged 20
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Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3916600 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3916604 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3916600 nChanged 30
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Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3916601 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3916611 nChanged 30
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Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 25967 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3916617 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -3916621.500000 Penalty: 3407.072021
	Iteration 67Q: 3 clusters Score -3916622 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3916626 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 26055 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3916622 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3916620 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
Score: -3916618.000000 Penalty: 3407.072021
	Iteration 71Q: 3 clusters Score -3916618 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3916618 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -3916629.250000 Penalty: 3407.072021
	Iteration 73Q: 3 clusters Score -3916629 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -3916631.000000 Penalty: 3407.072021
	Iteration 74Q: 3 clusters Score -3916631 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -3916638.500000 Penalty: 3407.072021
	Iteration 75Q: 3 clusters Score -3916638 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3916637 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3916641 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3916639 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3916633 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3916632 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3916634 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3916641 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3916641 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 26516 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3916642 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3916644 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 26593 members 
Entering Unmasked Estep 
Score: -3916653.000000 Penalty: 3407.072021
	Iteration 86Q: 3 clusters Score -3916653 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3916650 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 26690 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3916656 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 26743 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3916658 nChanged 59
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3916665 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 26851 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3916658 nChanged 57
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 26908 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3916658 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3916676 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3916680 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3916676 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -3916693.000000 Penalty: 3407.072021
	Iteration 96Q: 3 clusters Score -3916693 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -3916699.250000 Penalty: 3407.072021
	Iteration 97Q: 3 clusters Score -3916699 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -3916707.750000 Penalty: 3407.072021
	Iteration 98Q: 3 clusters Score -3916708 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -3916716.250000 Penalty: 3407.072021
	Iteration 99Q: 3 clusters Score -3916716 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -3916729.250000 Penalty: 3407.072021
	Iteration 100F: 3 clusters Score -3916729 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 27640 members 
Entering Unmasked Estep 
Score: -3916744.750000 Penalty: 3407.072021
	Iteration 101Q: 3 clusters Score -3916745 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -3916759.500000 Penalty: 3407.072021
	Iteration 102Q: 3 clusters Score -3916760 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 27922 members 
Entering Unmasked Estep 
Score: -3916802.250000 Penalty: 3407.072021
	Iteration 103Q: 3 clusters Score -3916802 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -3916834.250000 Penalty: 3407.072021
	Iteration 104Q: 3 clusters Score -3916834 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 28280 members 
Entering Unmasked Estep 
Score: -3916855.750000 Penalty: 3407.072021
	Iteration 105Q: 3 clusters Score -3916856 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -3916905.250000 Penalty: 3407.072021
	Iteration 106Q: 3 clusters Score -3916905 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 28668 members 
Entering Unmasked Estep 
Score: -3916932.500000 Penalty: 3407.072021
	Iteration 107Q: 3 clusters Score -3916932 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -3916974.000000 Penalty: 3407.072021
	Iteration 108Q: 3 clusters Score -3916974 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 29092 members 
Entering Unmasked Estep 
Score: -3917024.250000 Penalty: 3407.072021
	Iteration 109Q: 3 clusters Score -3917024 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -3917055.500000 Penalty: 3407.072021
	Iteration 110Q: 3 clusters Score -3917056 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 29561 members 
Entering Unmasked Estep 
Score: -3917117.000000 Penalty: 3407.072021
	Iteration 111Q: 3 clusters Score -3917117 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -3917153.750000 Penalty: 3407.072021
	Iteration 112Q: 3 clusters Score -3917154 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 30018 members 
Entering Unmasked Estep 
Score: -3917188.000000 Penalty: 3407.072021
	Iteration 113Q: 3 clusters Score -3917188 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -3917240.000000 Penalty: 3407.072021
	Iteration 114Q: 3 clusters Score -3917240 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 30508 members 
Entering Unmasked Estep 
Score: -3917316.750000 Penalty: 3407.072021
	Iteration 115Q: 3 clusters Score -3917317 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 30778 members 
Entering Unmasked Estep 
Score: -3917381.750000 Penalty: 3407.072021
	Iteration 116Q: 3 clusters Score -3917382 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 31026 members 
Entering Unmasked Estep 
Score: -3917419.750000 Penalty: 3407.072021
	Iteration 117Q: 3 clusters Score -3917420 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
Score: -3917500.750000 Penalty: 3407.072021
	Iteration 118Q: 3 clusters Score -3917501 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -3917582.750000 Penalty: 3407.072021
	Iteration 119Q: 3 clusters Score -3917583 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 31868 members 
Entering Unmasked Estep 
Score: -3917669.250000 Penalty: 3407.072021
	Iteration 120F: 3 clusters Score -3917669 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 32128 members 
Entering Unmasked Estep 
Score: -3917753.000000 Penalty: 3407.072021
	Iteration 121Q: 3 clusters Score -3917753 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 32347 members 
Entering Unmasked Estep 
Score: -3917806.750000 Penalty: 3407.072021
	Iteration 122Q: 3 clusters Score -3917807 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
Score: -3917876.500000 Penalty: 3407.072021
	Iteration 123Q: 3 clusters Score -3917876 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 32741 members 
Entering Unmasked Estep 
Score: -3917945.750000 Penalty: 3407.072021
	Iteration 124Q: 3 clusters Score -3917946 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -3918002.250000 Penalty: 3407.072021
	Iteration 125Q: 3 clusters Score -3918002 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 33091 members 
Entering Unmasked Estep 
Score: -3918050.500000 Penalty: 3407.072021
	Iteration 126Q: 3 clusters Score -3918050 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 33230 members 
Entering Unmasked Estep 
Score: -3918082.000000 Penalty: 3407.072021
	Iteration 127Q: 3 clusters Score -3918082 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 33371 members 
Entering Unmasked Estep 
Score: -3918131.250000 Penalty: 3407.072021
	Iteration 128Q: 3 clusters Score -3918131 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 33504 members 
Entering Unmasked Estep 
Score: -3918174.500000 Penalty: 3407.072021
	Iteration 129Q: 3 clusters Score -3918174 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 33630 members 
Entering Unmasked Estep 
Score: -3918203.000000 Penalty: 3407.072021
	Iteration 130Q: 3 clusters Score -3918203 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 33748 members 
Entering Unmasked Estep 
Score: -3918242.250000 Penalty: 3407.072021
	Iteration 131Q: 3 clusters Score -3918242 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 33854 members 
Entering Unmasked Estep 
Score: -3918286.500000 Penalty: 3407.072021
	Iteration 132Q: 3 clusters Score -3918286 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 33951 members 
Entering Unmasked Estep 
Score: -3918317.000000 Penalty: 3407.072021
	Iteration 133Q: 3 clusters Score -3918317 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 34023 members 
Entering Unmasked Estep 
Score: -3918336.000000 Penalty: 3407.072021
	Iteration 134Q: 3 clusters Score -3918336 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 34080 members 
Entering Unmasked Estep 
Score: -3918350.250000 Penalty: 3407.072021
	Iteration 135Q: 3 clusters Score -3918350 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -3918368.500000 Penalty: 3407.072021
	Iteration 136Q: 3 clusters Score -3918368 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 34166 members 
Entering Unmasked Estep 
Score: -3918381.250000 Penalty: 3407.072021
	Iteration 137Q: 3 clusters Score -3918381 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -3918399.250000 Penalty: 3407.072021
	Iteration 138Q: 3 clusters Score -3918399 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 34257 members 
Entering Unmasked Estep 
Score: -3918407.000000 Penalty: 3407.072021
	Iteration 139Q: 3 clusters Score -3918407 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 34295 members 
Entering Unmasked Estep 
Score: -3918421.750000 Penalty: 3407.072021
	Iteration 140F: 3 clusters Score -3918422 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 34327 members 
Entering Unmasked Estep 
Score: -3918428.000000 Penalty: 3407.072021
	Iteration 141Q: 3 clusters Score -3918428 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 34352 members 
Entering Unmasked Estep 
Score: -3918431.500000 Penalty: 3407.072021
	Iteration 142Q: 3 clusters Score -3918432 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 34377 members 
Entering Unmasked Estep 
Score: -3918442.750000 Penalty: 3407.072021
	Iteration 143Q: 3 clusters Score -3918443 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 34395 members 
Entering Unmasked Estep 
Score: -3918447.000000 Penalty: 3407.072021
	Iteration 144Q: 3 clusters Score -3918447 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 34408 members 
Entering Unmasked Estep 
Score: -3918450.500000 Penalty: 3407.072021
	Iteration 145Q: 3 clusters Score -3918450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 34419 members 
Entering Unmasked Estep 
Score: -3918453.000000 Penalty: 3407.072021
	Iteration 146Q: 3 clusters Score -3918453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 34430 members 
Entering Unmasked Estep 
Score: -3918453.000000 Penalty: 3407.072021
	Iteration 147Q: 3 clusters Score -3918453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
Score: -3918459.000000 Penalty: 3407.072021
	Iteration 148Q: 3 clusters Score -3918459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 34448 members 
Entering Unmasked Estep 
Score: -3918457.500000 Penalty: 3407.072021
	Iteration 149Q: 3 clusters Score -3918458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 34457 members 
Entering Unmasked Estep 
Score: -3918462.500000 Penalty: 3407.072021
	Iteration 150Q: 3 clusters Score -3918462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 34461 members 
Entering Unmasked Estep 
Score: -3918462.250000 Penalty: 3407.072021
	Iteration 151Q: 3 clusters Score -3918462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 34470 members 
Entering Unmasked Estep 
Score: -3918463.000000 Penalty: 3407.072021
	Iteration 152Q: 3 clusters Score -3918463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 34478 members 
Entering Unmasked Estep 
Score: -3918467.250000 Penalty: 3407.072021
	Iteration 153Q: 3 clusters Score -3918467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 34482 members 
Entering Unmasked Estep 
Score: -3918470.500000 Penalty: 3407.072021
	Iteration 154Q: 3 clusters Score -3918470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 34490 members 
Entering Unmasked Estep 
Score: -3918473.000000 Penalty: 3407.072021
	Iteration 155Q: 3 clusters Score -3918473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 34493 members 
Entering Unmasked Estep 
Score: -3918475.250000 Penalty: 3407.072021
	Iteration 156Q: 3 clusters Score -3918475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 34496 members 
Entering Unmasked Estep 
Score: -3918475.500000 Penalty: 3407.072021
	Iteration 157Q: 3 clusters Score -3918476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 34499 members 
Entering Unmasked Estep 
Score: -3918477.500000 Penalty: 3407.072021
	Iteration 158Q: 3 clusters Score -3918478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 34501 members 
Entering Unmasked Estep 
Score: -3918482.250000 Penalty: 3407.072021
	Iteration 159Q: 3 clusters Score -3918482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 34500 members 
Entering Unmasked Estep 
Score: -3918482.000000 Penalty: 3407.072021
	Iteration 160F: 3 clusters Score -3918482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 34501 members 
Entering Unmasked Estep 
Score: -3918480.500000 Penalty: 3407.072021
	Iteration 161Q: 3 clusters Score -3918480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 34502 members 
Entering Unmasked Estep 
Score: -3918480.000000 Penalty: 3407.072021
	Iteration 162Q: 3 clusters Score -3918480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 34504 members 
Entering Unmasked Estep 
Score: -3918479.500000 Penalty: 3407.072021
	Iteration 163Q: 3 clusters Score -3918480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 34504 members 
Entering Unmasked Estep 
Score: -3918479.250000 Penalty: 3407.072021
	Iteration 164Q: 3 clusters Score -3918479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 34504 members 
Entering Unmasked Estep 
Score: -3918479.250000 Penalty: 3407.072021
	Iteration 165F: 3 clusters Score -3918479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (71210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71210 members 
Entering Unmasked Estep 
Score: -7889175.500000 Penalty: 1815.675659
	Iteration 0F: 2 clusters Score -7889176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 35735 members 
Entering Unmasked Estep 
Score: -7841554.000000 Penalty: 3631.351318
	Iteration 0F: 3 clusters Score -7841554 nChanged 33677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34936 members 
Mstep: Class 2 contains 36274 members 
Entering Unmasked Estep 
Score: -7861221.500000 Penalty: 3631.351318
	Iteration 1F: 3 clusters Score -7861222 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34673 members 
Mstep: Class 2 contains 36537 members 
Entering Unmasked Estep 
Score: -7862229.000000 Penalty: 3631.351318
	Iteration 2Q: 3 clusters Score -7862229 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34192 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -7863534.000000 Penalty: 3631.351318
	Iteration 3Q: 3 clusters Score -7863534 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33277 members 
Mstep: Class 2 contains 37933 members 
Entering Unmasked Estep 
Score: -7865295.000000 Penalty: 3631.351318
	Iteration 4F: 3 clusters Score -7865295 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 39411 members 
Entering Unmasked Estep 
Score: -7867767.500000 Penalty: 3631.351318
	Iteration 5F: 3 clusters Score -7867768 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 41480 members 
Entering Unmasked Estep 
Score: -7870684.000000 Penalty: 3631.351318
	Iteration 6F: 3 clusters Score -7870684 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 43997 members 
Entering Unmasked Estep 
Score: -7873927.500000 Penalty: 3631.351318
	Iteration 7F: 3 clusters Score -7873928 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 46610 members 
Entering Unmasked Estep 
Score: -7877194.000000 Penalty: 3631.351318
	Iteration 8F: 3 clusters Score -7877194 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 48930 members 
Entering Unmasked Estep 
Score: -7879918.500000 Penalty: 3631.351318
	Iteration 9F: 3 clusters Score -7879918 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 50767 members 
Entering Unmasked Estep 
Score: -7881747.500000 Penalty: 3631.351318
	Iteration 10Q: 3 clusters Score -7881748 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 52159 members 
Entering Unmasked Estep 
Score: -7882775.000000 Penalty: 3631.351318
	Iteration 11Q: 3 clusters Score -7882775 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 53285 members 
Entering Unmasked Estep 
Score: -7883339.500000 Penalty: 3631.351318
	Iteration 12Q: 3 clusters Score -7883340 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 54266 members 
Entering Unmasked Estep 
Score: -7883701.000000 Penalty: 3631.351318
	Iteration 13Q: 3 clusters Score -7883701 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 55188 members 
Entering Unmasked Estep 
Score: -7884092.500000 Penalty: 3631.351318
	Iteration 14Q: 3 clusters Score -7884092 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 56093 members 
Entering Unmasked Estep 
Score: -7884382.500000 Penalty: 3631.351318
	Iteration 15Q: 3 clusters Score -7884382 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 56935 members 
Entering Unmasked Estep 
Score: -7884683.500000 Penalty: 3631.351318
	Iteration 16Q: 3 clusters Score -7884684 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 57750 members 
Entering Unmasked Estep 
Score: -7884930.500000 Penalty: 3631.351318
	Iteration 17Q: 3 clusters Score -7884930 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 58486 members 
Entering Unmasked Estep 
Score: -7885139.500000 Penalty: 3631.351318
	Iteration 18Q: 3 clusters Score -7885140 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 59139 members 
Entering Unmasked Estep 
Score: -7885348.500000 Penalty: 3631.351318
	Iteration 19Q: 3 clusters Score -7885348 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 59765 members 
Entering Unmasked Estep 
Score: -7885504.000000 Penalty: 3631.351318
	Iteration 20F: 3 clusters Score -7885504 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 60345 members 
Entering Unmasked Estep 
Score: -7885638.000000 Penalty: 3631.351318
	Iteration 21Q: 3 clusters Score -7885638 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 60873 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7885793 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 61399 members 
Entering Unmasked Estep 
Score: -7885892.500000 Penalty: 3631.351318
	Iteration 23Q: 3 clusters Score -7885892 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 61878 members 
Entering Unmasked Estep 
Score: -7886002.500000 Penalty: 3631.351318
	Iteration 24Q: 3 clusters Score -7886002 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 62337 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7886095 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 62735 members 
Entering Unmasked Estep 
Score: -7886205.500000 Penalty: 3631.351318
	Iteration 26Q: 3 clusters Score -7886206 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 63125 members 
Entering Unmasked Estep 
Score: -7886274.500000 Penalty: 3631.351318
	Iteration 27Q: 3 clusters Score -7886274 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 63504 members 
Entering Unmasked Estep 
Score: -7886371.500000 Penalty: 3631.351318
	Iteration 28Q: 3 clusters Score -7886372 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 63873 members 
Entering Unmasked Estep 
Score: -7886456.500000 Penalty: 3631.351318
	Iteration 29Q: 3 clusters Score -7886456 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 64216 members 
Entering Unmasked Estep 
Score: -7886530.500000 Penalty: 3631.351318
	Iteration 30Q: 3 clusters Score -7886530 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 64549 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7886597 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 64883 members 
Entering Unmasked Estep 
Score: -7886657.500000 Penalty: 3631.351318
	Iteration 32Q: 3 clusters Score -7886658 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 65174 members 
Entering Unmasked Estep 
Score: -7886734.000000 Penalty: 3631.351318
	Iteration 33Q: 3 clusters Score -7886734 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 65417 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7886762 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 65644 members 
Entering Unmasked Estep 
Score: -7886817.500000 Penalty: 3631.351318
	Iteration 35Q: 3 clusters Score -7886818 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 65900 members 
Entering Unmasked Estep 
Score: -7886854.000000 Penalty: 3631.351318
	Iteration 36Q: 3 clusters Score -7886854 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 66131 members 
Entering Unmasked Estep 
Score: -7886936.000000 Penalty: 3631.351318
	Iteration 37Q: 3 clusters Score -7886936 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 66377 members 
Entering Unmasked Estep 
Score: -7886993.000000 Penalty: 3631.351318
	Iteration 38Q: 3 clusters Score -7886993 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 66611 members 
Entering Unmasked Estep 
Score: -7887037.000000 Penalty: 3631.351318
	Iteration 39Q: 3 clusters Score -7887037 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 66830 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7887077 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 67038 members 
Entering Unmasked Estep 
Score: -7887127.000000 Penalty: 3631.351318
	Iteration 41Q: 3 clusters Score -7887127 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 67258 members 
Entering Unmasked Estep 
Score: -7887188.000000 Penalty: 3631.351318
	Iteration 42Q: 3 clusters Score -7887188 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 67478 members 
Entering Unmasked Estep 
Score: -7887238.500000 Penalty: 3631.351318
	Iteration 43Q: 3 clusters Score -7887238 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 67673 members 
Entering Unmasked Estep 
Score: -7887301.500000 Penalty: 3631.351318
	Iteration 44Q: 3 clusters Score -7887302 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 67863 members 
Entering Unmasked Estep 
Score: -7887379.500000 Penalty: 3631.351318
	Iteration 45Q: 3 clusters Score -7887380 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 68029 members 
Entering Unmasked Estep 
Score: -7887397.500000 Penalty: 3631.351318
	Iteration 46Q: 3 clusters Score -7887398 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 68181 members 
Entering Unmasked Estep 
Score: -7887453.500000 Penalty: 3631.351318
	Iteration 47Q: 3 clusters Score -7887454 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 68310 members 
Entering Unmasked Estep 
Score: -7887499.500000 Penalty: 3631.351318
	Iteration 48Q: 3 clusters Score -7887500 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 68428 members 
Entering Unmasked Estep 
Score: -7887515.500000 Penalty: 3631.351318
	Iteration 49Q: 3 clusters Score -7887516 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 68540 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7887542 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 68645 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7887549 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 68732 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7887568 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 68800 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7887581 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 68860 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7887599 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 68901 members 
Entering Unmasked Estep 
Score: -7887601.500000 Penalty: 3631.351318
	Iteration 55Q: 3 clusters Score -7887602 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 68948 members 
Entering Unmasked Estep 
Score: -7887586.500000 Penalty: 3631.351318
	Iteration 56Q: 3 clusters Score -7887586 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 68993 members 
Entering Unmasked Estep 
Score: -7887606.000000 Penalty: 3631.351318
	Iteration 57Q: 3 clusters Score -7887606 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 69043 members 
Entering Unmasked Estep 
Score: -7887608.500000 Penalty: 3631.351318
	Iteration 58Q: 3 clusters Score -7887608 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 69092 members 
Entering Unmasked Estep 
Score: -7887610.500000 Penalty: 3631.351318
	Iteration 59Q: 3 clusters Score -7887610 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 69133 members 
Entering Unmasked Estep 
Score: -7887613.500000 Penalty: 3631.351318
	Iteration 60F: 3 clusters Score -7887614 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 69169 members 
Entering Unmasked Estep 
Score: -7887622.500000 Penalty: 3631.351318
	Iteration 61Q: 3 clusters Score -7887622 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 69209 members 
Entering Unmasked Estep 
Score: -7887646.000000 Penalty: 3631.351318
	Iteration 62Q: 3 clusters Score -7887646 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 69241 members 
Entering Unmasked Estep 
Score: -7887652.000000 Penalty: 3631.351318
	Iteration 63Q: 3 clusters Score -7887652 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 69267 members 
Entering Unmasked Estep 
Score: -7887662.000000 Penalty: 3631.351318
	Iteration 64Q: 3 clusters Score -7887662 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 69298 members 
Entering Unmasked Estep 
Score: -7887666.500000 Penalty: 3631.351318
	Iteration 65Q: 3 clusters Score -7887666 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 69323 members 
Entering Unmasked Estep 
Score: -7887671.000000 Penalty: 3631.351318
	Iteration 66Q: 3 clusters Score -7887671 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 69342 members 
Entering Unmasked Estep 
Score: -7887683.000000 Penalty: 3631.351318
	Iteration 67Q: 3 clusters Score -7887683 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 69360 members 
Entering Unmasked Estep 
Score: -7887689.000000 Penalty: 3631.351318
	Iteration 68Q: 3 clusters Score -7887689 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 69383 members 
Entering Unmasked Estep 
Score: -7887699.000000 Penalty: 3631.351318
	Iteration 69Q: 3 clusters Score -7887699 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 69398 members 
Entering Unmasked Estep 
Score: -7887704.500000 Penalty: 3631.351318
	Iteration 70Q: 3 clusters Score -7887704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 69411 members 
Entering Unmasked Estep 
Score: -7887705.000000 Penalty: 3631.351318
	Iteration 71Q: 3 clusters Score -7887705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 69425 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7887704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 69444 members 
Entering Unmasked Estep 
Score: -7887707.500000 Penalty: 3631.351318
	Iteration 73Q: 3 clusters Score -7887708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 69456 members 
Entering Unmasked Estep 
Score: -7887717.500000 Penalty: 3631.351318
	Iteration 74Q: 3 clusters Score -7887718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 69466 members 
Entering Unmasked Estep 
Score: -7887719.500000 Penalty: 3631.351318
	Iteration 75Q: 3 clusters Score -7887720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 69475 members 
Entering Unmasked Estep 
Score: -7887724.000000 Penalty: 3631.351318
	Iteration 76Q: 3 clusters Score -7887724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 69478 members 
Entering Unmasked Estep 
Score: -7887718.500000 Penalty: 3631.351318
	Iteration 77Q: 3 clusters Score -7887718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 69486 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7887720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 69496 members 
Entering Unmasked Estep 
Score: -7887724.500000 Penalty: 3631.351318
	Iteration 79Q: 3 clusters Score -7887724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 69500 members 
Entering Unmasked Estep 
Score: -7887725.500000 Penalty: 3631.351318
	Iteration 80F: 3 clusters Score -7887726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 69510 members 
Entering Unmasked Estep 
Score: -7887726.500000 Penalty: 3631.351318
	Iteration 81Q: 3 clusters Score -7887726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 69525 members 
Entering Unmasked Estep 
Score: -7887726.000000 Penalty: 3631.351318
	Iteration 82Q: 3 clusters Score -7887726 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 69541 members 
Entering Unmasked Estep 
Score: -7887728.000000 Penalty: 3631.351318
	Iteration 83Q: 3 clusters Score -7887728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 69555 members 
Entering Unmasked Estep 
Score: -7887731.000000 Penalty: 3631.351318
	Iteration 84Q: 3 clusters Score -7887731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 69561 members 
Entering Unmasked Estep 
Score: -7887730.500000 Penalty: 3631.351318
	Iteration 85Q: 3 clusters Score -7887730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 69566 members 
Entering Unmasked Estep 
Score: -7887735.000000 Penalty: 3631.351318
	Iteration 86Q: 3 clusters Score -7887735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 69570 members 
Entering Unmasked Estep 
Score: -7887735.000000 Penalty: 3631.351318
	Iteration 87Q: 3 clusters Score -7887735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 69576 members 
Entering Unmasked Estep 
Score: -7887733.500000 Penalty: 3631.351318
	Iteration 88Q: 3 clusters Score -7887734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 69582 members 
Entering Unmasked Estep 
Score: -7887741.000000 Penalty: 3631.351318
	Iteration 89Q: 3 clusters Score -7887741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 69587 members 
Entering Unmasked Estep 
Score: -7887733.500000 Penalty: 3631.351318
	Iteration 90Q: 3 clusters Score -7887734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 69596 members 
Entering Unmasked Estep 
Score: -7887743.500000 Penalty: 3631.351318
	Iteration 91Q: 3 clusters Score -7887744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 69604 members 
Entering Unmasked Estep 
Score: -7887752.500000 Penalty: 3631.351318
	Iteration 92Q: 3 clusters Score -7887752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 69611 members 
Entering Unmasked Estep 
Score: -7887760.000000 Penalty: 3631.351318
	Iteration 93Q: 3 clusters Score -7887760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 69623 members 
Entering Unmasked Estep 
Score: -7887761.000000 Penalty: 3631.351318
	Iteration 94Q: 3 clusters Score -7887761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 69634 members 
Entering Unmasked Estep 
Score: -7887771.500000 Penalty: 3631.351318
	Iteration 95Q: 3 clusters Score -7887772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 69648 members 
Entering Unmasked Estep 
Score: -7887766.500000 Penalty: 3631.351318
	Iteration 96Q: 3 clusters Score -7887766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 69664 members 
Entering Unmasked Estep 
Score: -7887766.500000 Penalty: 3631.351318
	Iteration 97Q: 3 clusters Score -7887766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 69673 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7887768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 69676 members 
Entering Unmasked Estep 
Score: -7887769.500000 Penalty: 3631.351318
	Iteration 99Q: 3 clusters Score -7887770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 69682 members 
Entering Unmasked Estep 
Score: -7887783.500000 Penalty: 3631.351318
	Iteration 100F: 3 clusters Score -7887784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 69690 members 
Entering Unmasked Estep 
Score: -7887780.500000 Penalty: 3631.351318
	Iteration 101Q: 3 clusters Score -7887780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 69701 members 
Entering Unmasked Estep 
Score: -7887785.000000 Penalty: 3631.351318
	Iteration 102Q: 3 clusters Score -7887785 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 69716 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7887785 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 69736 members 
Entering Unmasked Estep 
Score: -7887789.500000 Penalty: 3631.351318
	Iteration 104Q: 3 clusters Score -7887790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 69751 members 
Entering Unmasked Estep 
Score: -7887796.000000 Penalty: 3631.351318
	Iteration 105Q: 3 clusters Score -7887796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 69760 members 
Entering Unmasked Estep 
Score: -7887793.500000 Penalty: 3631.351318
	Iteration 106Q: 3 clusters Score -7887794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 69768 members 
Entering Unmasked Estep 
Score: -7887795.500000 Penalty: 3631.351318
	Iteration 107Q: 3 clusters Score -7887796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 69773 members 
Entering Unmasked Estep 
Score: -7887804.000000 Penalty: 3631.351318
	Iteration 108Q: 3 clusters Score -7887804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 69781 members 
Entering Unmasked Estep 
Score: -7887802.500000 Penalty: 3631.351318
	Iteration 109Q: 3 clusters Score -7887802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 69787 members 
Entering Unmasked Estep 
Score: -7887805.500000 Penalty: 3631.351318
	Iteration 110Q: 3 clusters Score -7887806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 69788 members 
Entering Unmasked Estep 
Score: -7887812.000000 Penalty: 3631.351318
	Iteration 111Q: 3 clusters Score -7887812 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 69788 members 
Entering Unmasked Estep 
Score: -7887808.000000 Penalty: 3631.351318
	Iteration 112Q: 3 clusters Score -7887808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 69790 members 
Entering Unmasked Estep 
Score: -7887809.000000 Penalty: 3631.351318
	Iteration 113Q: 3 clusters Score -7887809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 69791 members 
Entering Unmasked Estep 
Score: -7887810.500000 Penalty: 3631.351318
	Iteration 114Q: 3 clusters Score -7887810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 69791 members 
Entering Unmasked Estep 
Score: -7887810.500000 Penalty: 3631.351318
	Iteration 115F: 3 clusters Score -7887810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (106091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106091 members 
Entering Unmasked Estep 
Score: -12376080.000000 Penalty: 1880.458618
	Iteration 0F: 2 clusters Score -1.237608e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52867 members 
Mstep: Class 2 contains 53224 members 
Entering Unmasked Estep 
Score: -12307652.000000 Penalty: 3760.917236
	Iteration 0F: 3 clusters Score -1.230765e+07 nChanged 50802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50259 members 
Mstep: Class 2 contains 55832 members 
Entering Unmasked Estep 
Score: -12337292.000000 Penalty: 3760.917236
	Iteration 1F: 3 clusters Score -1.233729e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48943 members 
Mstep: Class 2 contains 57148 members 
Entering Unmasked Estep 
Score: -12338521.000000 Penalty: 3760.917236
	Iteration 2Q: 3 clusters Score -1.233852e+07 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47066 members 
Mstep: Class 2 contains 59025 members 
Entering Unmasked Estep 
Score: -12340726.000000 Penalty: 3760.917236
	Iteration 3Q: 3 clusters Score -1.234073e+07 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44792 members 
Mstep: Class 2 contains 61299 members 
Entering Unmasked Estep 
Score: -12344466.000000 Penalty: 3760.917236
	Iteration 4Q: 3 clusters Score -1.234447e+07 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42656 members 
Mstep: Class 2 contains 63435 members 
Entering Unmasked Estep 
Score: -12349223.000000 Penalty: 3760.917236
	Iteration 5F: 3 clusters Score -1.234922e+07 nChanged 6856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41056 members 
Mstep: Class 2 contains 65035 members 
Entering Unmasked Estep 
Score: -12354941.000000 Penalty: 3760.917236
	Iteration 6F: 3 clusters Score -1.235494e+07 nChanged 7263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40341 members 
Mstep: Class 2 contains 65750 members 
Entering Unmasked Estep 
Score: -12360530.000000 Penalty: 3760.917236
	Iteration 7F: 3 clusters Score -1.236053e+07 nChanged 6624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40767 members 
Mstep: Class 2 contains 65324 members 
Entering Unmasked Estep 
Score: -12364655.000000 Penalty: 3760.917236
	Iteration 8F: 3 clusters Score -1.236466e+07 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 64493 members 
Entering Unmasked Estep 
Score: -12366889.000000 Penalty: 3760.917236
	Iteration 9Q: 3 clusters Score -1.236689e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42633 members 
Mstep: Class 2 contains 63458 members 
Entering Unmasked Estep 
Score: -12367795.000000 Penalty: 3760.917236
	Iteration 10Q: 3 clusters Score -1.23678e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43753 members 
Mstep: Class 2 contains 62338 members 
Entering Unmasked Estep 
Score: -12368430.000000 Penalty: 3760.917236
	Iteration 11Q: 3 clusters Score -1.236843e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45050 members 
Mstep: Class 2 contains 61041 members 
Entering Unmasked Estep 
Score: -12368968.000000 Penalty: 3760.917236
	Iteration 12Q: 3 clusters Score -1.236897e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46628 members 
Mstep: Class 2 contains 59463 members 
Entering Unmasked Estep 
Score: -12369539.000000 Penalty: 3760.917236
	Iteration 13Q: 3 clusters Score -1.236954e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48510 members 
Mstep: Class 2 contains 57581 members 
Entering Unmasked Estep 
Score: -12370325.000000 Penalty: 3760.917236
	Iteration 14Q: 3 clusters Score -1.237032e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50522 members 
Mstep: Class 2 contains 55569 members 
Entering Unmasked Estep 
Score: -12371096.000000 Penalty: 3760.917236
	Iteration 15Q: 3 clusters Score -1.23711e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52581 members 
Mstep: Class 2 contains 53510 members 
Entering Unmasked Estep 
Score: -12371960.000000 Penalty: 3760.917236
	Iteration 16Q: 3 clusters Score -1.237196e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54708 members 
Mstep: Class 2 contains 51383 members 
Entering Unmasked Estep 
Score: -12372928.000000 Penalty: 3760.917236
	Iteration 17Q: 3 clusters Score -1.237293e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56774 members 
Mstep: Class 2 contains 49317 members 
Entering Unmasked Estep 
Score: -12373780.000000 Penalty: 3760.917236
	Iteration 18Q: 3 clusters Score -1.237378e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58613 members 
Mstep: Class 2 contains 47478 members 
Entering Unmasked Estep 
Score: -12374337.000000 Penalty: 3760.917236
	Iteration 19Q: 3 clusters Score -1.237434e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60388 members 
Mstep: Class 2 contains 45703 members 
Entering Unmasked Estep 
Score: -12374828.000000 Penalty: 3760.917236
	Iteration 20F: 3 clusters Score -1.237483e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62027 members 
Mstep: Class 2 contains 44064 members 
Entering Unmasked Estep 
Score: -12375148.000000 Penalty: 3760.917236
	Iteration 21Q: 3 clusters Score -1.237515e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63642 members 
Mstep: Class 2 contains 42449 members 
Entering Unmasked Estep 
Score: -12375424.000000 Penalty: 3760.917236
	Iteration 22Q: 3 clusters Score -1.237542e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65148 members 
Mstep: Class 2 contains 40943 members 
Entering Unmasked Estep 
Score: -12375669.000000 Penalty: 3760.917236
	Iteration 23Q: 3 clusters Score -1.237567e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66625 members 
Mstep: Class 2 contains 39466 members 
Entering Unmasked Estep 
Score: -12375925.000000 Penalty: 3760.917236
	Iteration 24Q: 3 clusters Score -1.237592e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68024 members 
Mstep: Class 2 contains 38067 members 
Entering Unmasked Estep 
Score: -12376038.000000 Penalty: 3760.917236
	Iteration 25Q: 3 clusters Score -1.237604e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69291 members 
Mstep: Class 2 contains 36800 members 
Entering Unmasked Estep 
Score: -12376135.000000 Penalty: 3760.917236
	Iteration 26Q: 3 clusters Score -1.237614e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70581 members 
Mstep: Class 2 contains 35510 members 
Entering Unmasked Estep 
Score: -12376279.000000 Penalty: 3760.917236
	Iteration 27Q: 3 clusters Score -1.237628e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71846 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -12376395.000000 Penalty: 3760.917236
	Iteration 28Q: 3 clusters Score -1.23764e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73022 members 
Mstep: Class 2 contains 33069 members 
Entering Unmasked Estep 
Score: -12376575.000000 Penalty: 3760.917236
	Iteration 29Q: 3 clusters Score -1.237658e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74207 members 
Mstep: Class 2 contains 31884 members 
Entering Unmasked Estep 
Score: -12376627.000000 Penalty: 3760.917236
	Iteration 30Q: 3 clusters Score -1.237663e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75360 members 
Mstep: Class 2 contains 30731 members 
Entering Unmasked Estep 
Score: -12376684.000000 Penalty: 3760.917236
	Iteration 31Q: 3 clusters Score -1.237668e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76497 members 
Mstep: Class 2 contains 29594 members 
Entering Unmasked Estep 
Score: -12376800.000000 Penalty: 3760.917236
	Iteration 32Q: 3 clusters Score -1.23768e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77607 members 
Mstep: Class 2 contains 28484 members 
Entering Unmasked Estep 
Score: -12376908.000000 Penalty: 3760.917236
	Iteration 33Q: 3 clusters Score -1.237691e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78676 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -12376962.000000 Penalty: 3760.917236
	Iteration 34Q: 3 clusters Score -1.237696e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79732 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -12377087.000000 Penalty: 3760.917236
	Iteration 35Q: 3 clusters Score -1.237709e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80744 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -12377253.000000 Penalty: 3760.917236
	Iteration 36Q: 3 clusters Score -1.237725e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81724 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -12377330.000000 Penalty: 3760.917236
	Iteration 37Q: 3 clusters Score -1.237733e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82634 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -12377394.000000 Penalty: 3760.917236
	Iteration 38Q: 3 clusters Score -1.237739e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83518 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -12377475.000000 Penalty: 3760.917236
	Iteration 39Q: 3 clusters Score -1.237748e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84382 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -12377605.000000 Penalty: 3760.917236
	Iteration 40F: 3 clusters Score -1.23776e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85218 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -12377677.000000 Penalty: 3760.917236
	Iteration 41Q: 3 clusters Score -1.237768e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86049 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -12377680.000000 Penalty: 3760.917236
	Iteration 42Q: 3 clusters Score -1.237768e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86908 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -12377760.000000 Penalty: 3760.917236
	Iteration 43Q: 3 clusters Score -1.237776e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87767 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -12377881.000000 Penalty: 3760.917236
	Iteration 44Q: 3 clusters Score -1.237788e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88651 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -12377923.000000 Penalty: 3760.917236
	Iteration 45Q: 3 clusters Score -1.237792e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89503 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -12377948.000000 Penalty: 3760.917236
	Iteration 46Q: 3 clusters Score -1.237795e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90443 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -12377888.000000 Penalty: 3760.917236
	Iteration 47Q: 3 clusters Score -1.237789e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91328 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -12377913.000000 Penalty: 3760.917236
	Iteration 48Q: 3 clusters Score -1.237791e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92176 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -12377894.000000 Penalty: 3760.917236
	Iteration 49Q: 3 clusters Score -1.237789e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93001 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -12377968.000000 Penalty: 3760.917236
	Iteration 50Q: 3 clusters Score -1.237797e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93811 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -12377945.000000 Penalty: 3760.917236
	Iteration 51Q: 3 clusters Score -1.237794e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94580 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -12377878.000000 Penalty: 3760.917236
	Iteration 52Q: 3 clusters Score -1.237788e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95300 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -12377816.000000 Penalty: 3760.917236
	Iteration 53Q: 3 clusters Score -1.237782e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96015 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -12377801.000000 Penalty: 3760.917236
	Iteration 54Q: 3 clusters Score -1.23778e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96653 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -12377729.000000 Penalty: 3760.917236
	Iteration 55Q: 3 clusters Score -1.237773e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97208 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -12377654.000000 Penalty: 3760.917236
	Iteration 56Q: 3 clusters Score -1.237765e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97710 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -12377591.000000 Penalty: 3760.917236
	Iteration 57Q: 3 clusters Score -1.237759e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98224 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -12377468.000000 Penalty: 3760.917236
	Iteration 58Q: 3 clusters Score -1.237747e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98695 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -12377384.000000 Penalty: 3760.917236
	Iteration 59Q: 3 clusters Score -1.237738e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99134 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -12377344.000000 Penalty: 3760.917236
	Iteration 60F: 3 clusters Score -1.237734e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99536 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -12377260.000000 Penalty: 3760.917236
	Iteration 61Q: 3 clusters Score -1.237726e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99924 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -12377199.000000 Penalty: 3760.917236
	Iteration 62Q: 3 clusters Score -1.23772e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100275 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -12377133.000000 Penalty: 3760.917236
	Iteration 63Q: 3 clusters Score -1.237713e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100628 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -12377067.000000 Penalty: 3760.917236
	Iteration 64Q: 3 clusters Score -1.237707e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100935 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -12376987.000000 Penalty: 3760.917236
	Iteration 65Q: 3 clusters Score -1.237699e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101223 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -12376899.000000 Penalty: 3760.917236
	Iteration 66Q: 3 clusters Score -1.23769e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101480 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -12376837.000000 Penalty: 3760.917236
	Iteration 67Q: 3 clusters Score -1.237684e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101700 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -12376801.000000 Penalty: 3760.917236
	Iteration 68Q: 3 clusters Score -1.23768e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101895 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -12376788.000000 Penalty: 3760.917236
	Iteration 69Q: 3 clusters Score -1.237679e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102064 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -12376733.000000 Penalty: 3760.917236
	Iteration 70Q: 3 clusters Score -1.237673e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102226 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -12376693.000000 Penalty: 3760.917236
	Iteration 71Q: 3 clusters Score -1.237669e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102390 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -12376685.000000 Penalty: 3760.917236
	Iteration 72Q: 3 clusters Score -1.237668e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102538 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -12376678.000000 Penalty: 3760.917236
	Iteration 73Q: 3 clusters Score -1.237668e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102640 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -12376647.000000 Penalty: 3760.917236
	Iteration 74Q: 3 clusters Score -1.237665e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102730 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -12376622.000000 Penalty: 3760.917236
	Iteration 75Q: 3 clusters Score -1.237662e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102813 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -12376591.000000 Penalty: 3760.917236
	Iteration 76Q: 3 clusters Score -1.237659e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102886 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -12376584.000000 Penalty: 3760.917236
	Iteration 77Q: 3 clusters Score -1.237658e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102962 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -12376574.000000 Penalty: 3760.917236
	Iteration 78Q: 3 clusters Score -1.237657e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103025 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -12376599.000000 Penalty: 3760.917236
	Iteration 79Q: 3 clusters Score -1.23766e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103086 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -12376599.000000 Penalty: 3760.917236
	Iteration 80F: 3 clusters Score -1.23766e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103149 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -12376588.000000 Penalty: 3760.917236
	Iteration 81Q: 3 clusters Score -1.237659e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103202 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -12376596.000000 Penalty: 3760.917236
	Iteration 82Q: 3 clusters Score -1.23766e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103257 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -12376587.000000 Penalty: 3760.917236
	Iteration 83Q: 3 clusters Score -1.237659e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103311 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -12376550.000000 Penalty: 3760.917236
	Iteration 84Q: 3 clusters Score -1.237655e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103349 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -12376543.000000 Penalty: 3760.917236
	Iteration 85Q: 3 clusters Score -1.237654e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103381 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -12376544.000000 Penalty: 3760.917236
	Iteration 86Q: 3 clusters Score -1.237654e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103400 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -12376529.000000 Penalty: 3760.917236
	Iteration 87Q: 3 clusters Score -1.237653e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103423 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -12376528.000000 Penalty: 3760.917236
	Iteration 88Q: 3 clusters Score -1.237653e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103439 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -12376510.000000 Penalty: 3760.917236
	Iteration 89Q: 3 clusters Score -1.237651e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103454 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -12376503.000000 Penalty: 3760.917236
	Iteration 90Q: 3 clusters Score -1.23765e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103468 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -12376503.000000 Penalty: 3760.917236
	Iteration 91Q: 3 clusters Score -1.23765e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103481 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -12376509.000000 Penalty: 3760.917236
	Iteration 92Q: 3 clusters Score -1.237651e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103496 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -12376488.000000 Penalty: 3760.917236
	Iteration 93Q: 3 clusters Score -1.237649e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103514 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -12376473.000000 Penalty: 3760.917236
	Iteration 94Q: 3 clusters Score -1.237647e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103532 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -12376462.000000 Penalty: 3760.917236
	Iteration 95Q: 3 clusters Score -1.237646e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103544 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -12376460.000000 Penalty: 3760.917236
	Iteration 96Q: 3 clusters Score -1.237646e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103556 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -12376457.000000 Penalty: 3760.917236
	Iteration 97Q: 3 clusters Score -1.237646e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103565 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -12376438.000000 Penalty: 3760.917236
	Iteration 98Q: 3 clusters Score -1.237644e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103579 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -12376436.000000 Penalty: 3760.917236
	Iteration 99Q: 3 clusters Score -1.237644e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103591 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -12376443.000000 Penalty: 3760.917236
	Iteration 100F: 3 clusters Score -1.237644e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103602 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -12376431.000000 Penalty: 3760.917236
	Iteration 101Q: 3 clusters Score -1.237643e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103612 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -12376441.000000 Penalty: 3760.917236
	Iteration 102Q: 3 clusters Score -1.237644e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103618 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -12376427.000000 Penalty: 3760.917236
	Iteration 103Q: 3 clusters Score -1.237643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103621 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -12376427.000000 Penalty: 3760.917236
	Iteration 104Q: 3 clusters Score -1.237643e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103624 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -12376425.000000 Penalty: 3760.917236
	Iteration 105Q: 3 clusters Score -1.237642e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103628 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -12376427.000000 Penalty: 3760.917236
	Iteration 106Q: 3 clusters Score -1.237643e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103632 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -12376424.000000 Penalty: 3760.917236
	Iteration 107Q: 3 clusters Score -1.237642e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103637 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -12376424.000000 Penalty: 3760.917236
	Iteration 108Q: 3 clusters Score -1.237642e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103642 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -12376414.000000 Penalty: 3760.917236
	Iteration 109Q: 3 clusters Score -1.237641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103643 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -12376411.000000 Penalty: 3760.917236
	Iteration 110Q: 3 clusters Score -1.237641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103645 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -12376415.000000 Penalty: 3760.917236
	Iteration 111Q: 3 clusters Score -1.237642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103648 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -12376414.000000 Penalty: 3760.917236
	Iteration 112Q: 3 clusters Score -1.237641e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103652 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -12376397.000000 Penalty: 3760.917236
	Iteration 113Q: 3 clusters Score -1.23764e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103655 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -12376402.000000 Penalty: 3760.917236
	Iteration 114Q: 3 clusters Score -1.23764e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103656 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -12376408.000000 Penalty: 3760.917236
	Iteration 115Q: 3 clusters Score -1.237641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103657 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -12376407.000000 Penalty: 3760.917236
	Iteration 116Q: 3 clusters Score -1.237641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103658 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -12376409.000000 Penalty: 3760.917236
	Iteration 117Q: 3 clusters Score -1.237641e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103658 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -12376409.000000 Penalty: 3760.917236
	Iteration 118F: 3 clusters Score -1.237641e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 143752 members 
Mstep: Class 3 contains 8459 members 
Mstep: Class 4 contains 21727 members 
Mstep: Class 5 contains 644 members 
Mstep: Class 6 contains 912 members 
Mstep: Class 7 contains 101782 members 
Mstep: Class 8 contains 543 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 188583 members 
Mstep: Class 11 contains 89167 members 
Mstep: Class 12 contains 35714 members 
Mstep: Class 13 contains 71210 members 
Mstep: Class 14 contains 103658 members 
Mstep: Class 15 contains 4959 members 
Mstep: Class 16 contains 136288 members 
Mstep: Class 17 contains 11234 members 
Mstep: Class 18 contains 6304 members 
Mstep: Class 19 contains 26340 members 
Mstep: Class 20 contains 1624 members 
Mstep: Class 21 contains 30465 members 
Mstep: Class 22 contains 129547 members 
Mstep: Class 23 contains 119269 members 
Mstep: Class 24 contains 96598 members 
Mstep: Class 25 contains 803 members 
Mstep: Class 26 contains 1792 members 
Mstep: Class 27 contains 799 members 
Mstep: Class 28 contains 12331 members 
Mstep: Class 29 contains 152307 members 
Mstep: Class 30 contains 3425 members 
Mstep: Class 31 contains 114169 members 
Mstep: Class 32 contains 4802 members 
Mstep: Class 33 contains 641 members 
Mstep: Class 34 contains 99598 members 
Mstep: Class 35 contains 2433 members 
Entering Unmasked Estep 
Score: -194539824.000000 Penalty: 81669.710938
Splitting cluster 14 changes total score from -194541568.000000 to -194539824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (4959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Entering Unmasked Estep 
Score: -496885.687500 Penalty: 1382.705933
	Iteration 0F: 2 clusters Score -496885.7 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 2481 members 
Entering Unmasked Estep 
Score: -492959.218750 Penalty: 2765.411865
	Iteration 0F: 3 clusters Score -492959.2 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -494294.812500 Penalty: 2765.411865
	Iteration 1F: 3 clusters Score -494294.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -494627.843750 Penalty: 2765.411865
	Iteration 2F: 3 clusters Score -494627.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -494854.062500 Penalty: 2765.411865
	Iteration 3F: 3 clusters Score -494854.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -495018.218750 Penalty: 2765.411865
	Iteration 4Q: 3 clusters Score -495018.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -495163.062500 Penalty: 2765.411865
	Iteration 5Q: 3 clusters Score -495163.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -495261.593750 Penalty: 2765.411865
	Iteration 6Q: 3 clusters Score -495261.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -495341.531250 Penalty: 2765.411865
	Iteration 7Q: 3 clusters Score -495341.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -495398.781250 Penalty: 2765.411865
	Iteration 8Q: 3 clusters Score -495398.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -495437.937500 Penalty: 2765.411865
	Iteration 9Q: 3 clusters Score -495437.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -495477.312500 Penalty: 2765.411865
	Iteration 10Q: 3 clusters Score -495477.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -495515.906250 Penalty: 2765.411865
	Iteration 11Q: 3 clusters Score -495515.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -495554.343750 Penalty: 2765.411865
	Iteration 12Q: 3 clusters Score -495554.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -495592.718750 Penalty: 2765.411865
	Iteration 13Q: 3 clusters Score -495592.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -495629.531250 Penalty: 2765.411865
	Iteration 14Q: 3 clusters Score -495629.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -495676.187500 Penalty: 2765.411865
	Iteration 15Q: 3 clusters Score -495676.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -495727.437500 Penalty: 2765.411865
	Iteration 16Q: 3 clusters Score -495727.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -495776.812500 Penalty: 2765.411865
	Iteration 17Q: 3 clusters Score -495776.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -495841.468750 Penalty: 2765.411865
	Iteration 18Q: 3 clusters Score -495841.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -495902.375000 Penalty: 2765.411865
	Iteration 19Q: 3 clusters Score -495902.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -495972.343750 Penalty: 2765.411865
	Iteration 20F: 3 clusters Score -495972.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -496048.843750 Penalty: 2765.411865
	Iteration 21Q: 3 clusters Score -496048.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -496123.250000 Penalty: 2765.411865
	Iteration 22Q: 3 clusters Score -496123.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -496194.625000 Penalty: 2765.411865
	Iteration 23Q: 3 clusters Score -496194.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -496255.875000 Penalty: 2765.411865
	Iteration 24Q: 3 clusters Score -496255.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -496302.625000 Penalty: 2765.411865
	Iteration 25Q: 3 clusters Score -496302.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -496342.937500 Penalty: 2765.411865
	Iteration 26Q: 3 clusters Score -496342.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -496371.625000 Penalty: 2765.411865
	Iteration 27Q: 3 clusters Score -496371.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -496395.250000 Penalty: 2765.411865
	Iteration 28Q: 3 clusters Score -496395.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -496419.531250 Penalty: 2765.411865
	Iteration 29Q: 3 clusters Score -496419.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -496428.718750 Penalty: 2765.411865
	Iteration 30Q: 3 clusters Score -496428.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -496440.968750 Penalty: 2765.411865
	Iteration 31Q: 3 clusters Score -496441 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -496454.437500 Penalty: 2765.411865
	Iteration 32Q: 3 clusters Score -496454.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -496464.031250 Penalty: 2765.411865
	Iteration 33Q: 3 clusters Score -496464 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -496476.593750 Penalty: 2765.411865
	Iteration 34Q: 3 clusters Score -496476.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -496484.218750 Penalty: 2765.411865
	Iteration 35Q: 3 clusters Score -496484.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -496496.750000 Penalty: 2765.411865
	Iteration 36Q: 3 clusters Score -496496.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -496509.937500 Penalty: 2765.411865
	Iteration 37Q: 3 clusters Score -496509.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -496519.156250 Penalty: 2765.411865
	Iteration 38Q: 3 clusters Score -496519.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -496530.531250 Penalty: 2765.411865
	Iteration 39Q: 3 clusters Score -496530.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -496541.843750 Penalty: 2765.411865
	Iteration 40F: 3 clusters Score -496541.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -496551.812500 Penalty: 2765.411865
	Iteration 41Q: 3 clusters Score -496551.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -496559.156250 Penalty: 2765.411865
	Iteration 42Q: 3 clusters Score -496559.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -496567.781250 Penalty: 2765.411865
	Iteration 43Q: 3 clusters Score -496567.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -496571.906250 Penalty: 2765.411865
	Iteration 44Q: 3 clusters Score -496571.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -496577.125000 Penalty: 2765.411865
	Iteration 45Q: 3 clusters Score -496577.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -496581.531250 Penalty: 2765.411865
	Iteration 46Q: 3 clusters Score -496581.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -496584.281250 Penalty: 2765.411865
	Iteration 47Q: 3 clusters Score -496584.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -496587.437500 Penalty: 2765.411865
	Iteration 48Q: 3 clusters Score -496587.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -496587.562500 Penalty: 2765.411865
	Iteration 49Q: 3 clusters Score -496587.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -496589.843750 Penalty: 2765.411865
	Iteration 50Q: 3 clusters Score -496589.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -496591.031250 Penalty: 2765.411865
	Iteration 51Q: 3 clusters Score -496591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -496593.406250 Penalty: 2765.411865
	Iteration 52Q: 3 clusters Score -496593.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -496595.687500 Penalty: 2765.411865
	Iteration 53Q: 3 clusters Score -496595.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -496595.875000 Penalty: 2765.411865
	Iteration 54Q: 3 clusters Score -496595.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -496597.187500 Penalty: 2765.411865
	Iteration 55Q: 3 clusters Score -496597.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -496597.375000 Penalty: 2765.411865
	Iteration 56Q: 3 clusters Score -496597.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -496598.250000 Penalty: 2765.411865
	Iteration 57Q: 3 clusters Score -496598.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -496600.656250 Penalty: 2765.411865
	Iteration 58Q: 3 clusters Score -496600.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -496608.000000 Penalty: 2765.411865
	Iteration 59Q: 3 clusters Score -496608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -496610.625000 Penalty: 2765.411865
	Iteration 60F: 3 clusters Score -496610.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -496612.625000 Penalty: 2765.411865
	Iteration 61Q: 3 clusters Score -496612.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -496614.187500 Penalty: 2765.411865
	Iteration 62Q: 3 clusters Score -496614.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -496614.656250 Penalty: 2765.411865
	Iteration 63Q: 3 clusters Score -496614.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -496614.656250 Penalty: 2765.411865
	Iteration 64F: 3 clusters Score -496614.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (136288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136288 members 
Entering Unmasked Estep 
Score: -16224006.000000 Penalty: 1921.160522
	Iteration 0F: 2 clusters Score -1.622401e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67982 members 
Mstep: Class 2 contains 68306 members 
Entering Unmasked Estep 
Score: -16150705.000000 Penalty: 3842.321045
	Iteration 0F: 3 clusters Score -1.61507e+07 nChanged 65622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66004 members 
Mstep: Class 2 contains 70284 members 
Entering Unmasked Estep 
Score: -16188888.000000 Penalty: 3842.321045
	Iteration 1F: 3 clusters Score -1.618889e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65284 members 
Mstep: Class 2 contains 71004 members 
Entering Unmasked Estep 
Score: -16189584.000000 Penalty: 3842.321045
	Iteration 2Q: 3 clusters Score -1.618958e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64069 members 
Mstep: Class 2 contains 72219 members 
Entering Unmasked Estep 
Score: -16190464.000000 Penalty: 3842.321045
	Iteration 3Q: 3 clusters Score -1.619046e+07 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62228 members 
Mstep: Class 2 contains 74060 members 
Entering Unmasked Estep 
Score: -16191708.000000 Penalty: 3842.321045
	Iteration 4Q: 3 clusters Score -1.619171e+07 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59409 members 
Mstep: Class 2 contains 76879 members 
Entering Unmasked Estep 
Score: -16193821.000000 Penalty: 3842.321045
	Iteration 5Q: 3 clusters Score -1.619382e+07 nChanged 6738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55577 members 
Mstep: Class 2 contains 80711 members 
Entering Unmasked Estep 
Score: -16197255.000000 Penalty: 3842.321045
	Iteration 6Q: 3 clusters Score -1.619726e+07 nChanged 8253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51002 members 
Mstep: Class 2 contains 85286 members 
Entering Unmasked Estep 
Score: -16203053.000000 Penalty: 3842.321045
	Iteration 7F: 3 clusters Score -1.620305e+07 nChanged 9374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47302 members 
Mstep: Class 2 contains 88986 members 
Entering Unmasked Estep 
Score: -16210230.000000 Penalty: 3842.321045
	Iteration 8F: 3 clusters Score -1.621023e+07 nChanged 9053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46109 members 
Mstep: Class 2 contains 90179 members 
Entering Unmasked Estep 
Score: -16216074.000000 Penalty: 3842.321045
	Iteration 9F: 3 clusters Score -1.621607e+07 nChanged 6891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46548 members 
Mstep: Class 2 contains 89740 members 
Entering Unmasked Estep 
Score: -16218905.000000 Penalty: 3842.321045
	Iteration 10F: 3 clusters Score -1.62189e+07 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47294 members 
Mstep: Class 2 contains 88994 members 
Entering Unmasked Estep 
Score: -16220196.000000 Penalty: 3842.321045
	Iteration 11Q: 3 clusters Score -1.62202e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48028 members 
Mstep: Class 2 contains 88260 members 
Entering Unmasked Estep 
Score: -16221141.000000 Penalty: 3842.321045
	Iteration 12Q: 3 clusters Score -1.622114e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48639 members 
Mstep: Class 2 contains 87649 members 
Entering Unmasked Estep 
Score: -16222147.000000 Penalty: 3842.321045
	Iteration 13Q: 3 clusters Score -1.622215e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49129 members 
Mstep: Class 2 contains 87159 members 
Entering Unmasked Estep 
Score: -16223040.000000 Penalty: 3842.321045
	Iteration 14Q: 3 clusters Score -1.622304e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49658 members 
Mstep: Class 2 contains 86630 members 
Entering Unmasked Estep 
Score: -16224203.000000 Penalty: 3842.321045
	Iteration 15Q: 3 clusters Score -1.62242e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50072 members 
Mstep: Class 2 contains 86216 members 
Entering Unmasked Estep 
Score: -16225216.000000 Penalty: 3842.321045
	Iteration 16Q: 3 clusters Score -1.622522e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50357 members 
Mstep: Class 2 contains 85931 members 
Entering Unmasked Estep 
Score: -16226279.000000 Penalty: 3842.321045
	Iteration 17Q: 3 clusters Score -1.622628e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50446 members 
Mstep: Class 2 contains 85842 members 
Entering Unmasked Estep 
Score: -16227131.000000 Penalty: 3842.321045
	Iteration 18Q: 3 clusters Score -1.622713e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50504 members 
Mstep: Class 2 contains 85784 members 
Entering Unmasked Estep 
Score: -16227874.000000 Penalty: 3842.321045
	Iteration 19Q: 3 clusters Score -1.622787e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50526 members 
Mstep: Class 2 contains 85762 members 
Entering Unmasked Estep 
Score: -16228567.000000 Penalty: 3842.321045
	Iteration 20F: 3 clusters Score -1.622857e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50551 members 
Mstep: Class 2 contains 85737 members 
Entering Unmasked Estep 
Score: -16229026.000000 Penalty: 3842.321045
	Iteration 21Q: 3 clusters Score -1.622903e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50522 members 
Mstep: Class 2 contains 85766 members 
Entering Unmasked Estep 
Score: -16229484.000000 Penalty: 3842.321045
	Iteration 22Q: 3 clusters Score -1.622948e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50454 members 
Mstep: Class 2 contains 85834 members 
Entering Unmasked Estep 
Score: -16229773.000000 Penalty: 3842.321045
	Iteration 23Q: 3 clusters Score -1.622977e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50326 members 
Mstep: Class 2 contains 85962 members 
Entering Unmasked Estep 
Score: -16230015.000000 Penalty: 3842.321045
	Iteration 24Q: 3 clusters Score -1.623002e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50191 members 
Mstep: Class 2 contains 86097 members 
Entering Unmasked Estep 
Score: -16230303.000000 Penalty: 3842.321045
	Iteration 25Q: 3 clusters Score -1.62303e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50037 members 
Mstep: Class 2 contains 86251 members 
Entering Unmasked Estep 
Score: -16230546.000000 Penalty: 3842.321045
	Iteration 26Q: 3 clusters Score -1.623055e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49843 members 
Mstep: Class 2 contains 86445 members 
Entering Unmasked Estep 
Score: -16230774.000000 Penalty: 3842.321045
	Iteration 27Q: 3 clusters Score -1.623077e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49644 members 
Mstep: Class 2 contains 86644 members 
Entering Unmasked Estep 
Score: -16230955.000000 Penalty: 3842.321045
	Iteration 28Q: 3 clusters Score -1.623096e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49459 members 
Mstep: Class 2 contains 86829 members 
Entering Unmasked Estep 
Score: -16231063.000000 Penalty: 3842.321045
	Iteration 29Q: 3 clusters Score -1.623106e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49228 members 
Mstep: Class 2 contains 87060 members 
Entering Unmasked Estep 
Score: -16231192.000000 Penalty: 3842.321045
	Iteration 30Q: 3 clusters Score -1.623119e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49050 members 
Mstep: Class 2 contains 87238 members 
Entering Unmasked Estep 
Score: -16231297.000000 Penalty: 3842.321045
	Iteration 31Q: 3 clusters Score -1.62313e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48842 members 
Mstep: Class 2 contains 87446 members 
Entering Unmasked Estep 
Score: -16231356.000000 Penalty: 3842.321045
	Iteration 32Q: 3 clusters Score -1.623136e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48696 members 
Mstep: Class 2 contains 87592 members 
Entering Unmasked Estep 
Score: -16231407.000000 Penalty: 3842.321045
	Iteration 33Q: 3 clusters Score -1.623141e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48535 members 
Mstep: Class 2 contains 87753 members 
Entering Unmasked Estep 
Score: -16231527.000000 Penalty: 3842.321045
	Iteration 34Q: 3 clusters Score -1.623153e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48416 members 
Mstep: Class 2 contains 87872 members 
Entering Unmasked Estep 
Score: -16231558.000000 Penalty: 3842.321045
	Iteration 35Q: 3 clusters Score -1.623156e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48305 members 
Mstep: Class 2 contains 87983 members 
Entering Unmasked Estep 
Score: -16231642.000000 Penalty: 3842.321045
	Iteration 36Q: 3 clusters Score -1.623164e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48209 members 
Mstep: Class 2 contains 88079 members 
Entering Unmasked Estep 
Score: -16231643.000000 Penalty: 3842.321045
	Iteration 37Q: 3 clusters Score -1.623164e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48154 members 
Mstep: Class 2 contains 88134 members 
Entering Unmasked Estep 
Score: -16231681.000000 Penalty: 3842.321045
	Iteration 38Q: 3 clusters Score -1.623168e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48091 members 
Mstep: Class 2 contains 88197 members 
Entering Unmasked Estep 
Score: -16231735.000000 Penalty: 3842.321045
	Iteration 39Q: 3 clusters Score -1.623174e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48039 members 
Mstep: Class 2 contains 88249 members 
Entering Unmasked Estep 
Score: -16231765.000000 Penalty: 3842.321045
	Iteration 40F: 3 clusters Score -1.623176e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47969 members 
Mstep: Class 2 contains 88319 members 
Entering Unmasked Estep 
Score: -16231766.000000 Penalty: 3842.321045
	Iteration 41Q: 3 clusters Score -1.623177e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47912 members 
Mstep: Class 2 contains 88376 members 
Entering Unmasked Estep 
Score: -16231819.000000 Penalty: 3842.321045
	Iteration 42Q: 3 clusters Score -1.623182e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47859 members 
Mstep: Class 2 contains 88429 members 
Entering Unmasked Estep 
Score: -16231830.000000 Penalty: 3842.321045
	Iteration 43Q: 3 clusters Score -1.623183e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47820 members 
Mstep: Class 2 contains 88468 members 
Entering Unmasked Estep 
Score: -16231853.000000 Penalty: 3842.321045
	Iteration 44Q: 3 clusters Score -1.623185e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47781 members 
Mstep: Class 2 contains 88507 members 
Entering Unmasked Estep 
Score: -16231848.000000 Penalty: 3842.321045
	Iteration 45Q: 3 clusters Score -1.623185e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47754 members 
Mstep: Class 2 contains 88534 members 
Entering Unmasked Estep 
Score: -16231853.000000 Penalty: 3842.321045
	Iteration 46Q: 3 clusters Score -1.623185e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47746 members 
Mstep: Class 2 contains 88542 members 
Entering Unmasked Estep 
Score: -16231848.000000 Penalty: 3842.321045
	Iteration 47Q: 3 clusters Score -1.623185e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47757 members 
Mstep: Class 2 contains 88531 members 
Entering Unmasked Estep 
Score: -16231843.000000 Penalty: 3842.321045
	Iteration 48Q: 3 clusters Score -1.623184e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47759 members 
Mstep: Class 2 contains 88529 members 
Entering Unmasked Estep 
Score: -16231896.000000 Penalty: 3842.321045
	Iteration 49Q: 3 clusters Score -1.62319e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47761 members 
Mstep: Class 2 contains 88527 members 
Entering Unmasked Estep 
Score: -16231896.000000 Penalty: 3842.321045
	Iteration 50Q: 3 clusters Score -1.62319e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47769 members 
Mstep: Class 2 contains 88519 members 
Entering Unmasked Estep 
Score: -16231915.000000 Penalty: 3842.321045
	Iteration 51Q: 3 clusters Score -1.623192e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47790 members 
Mstep: Class 2 contains 88498 members 
Entering Unmasked Estep 
Score: -16231947.000000 Penalty: 3842.321045
	Iteration 52Q: 3 clusters Score -1.623195e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47797 members 
Mstep: Class 2 contains 88491 members 
Entering Unmasked Estep 
Score: -16231939.000000 Penalty: 3842.321045
	Iteration 53Q: 3 clusters Score -1.623194e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47796 members 
Mstep: Class 2 contains 88492 members 
Entering Unmasked Estep 
Score: -16231941.000000 Penalty: 3842.321045
	Iteration 54Q: 3 clusters Score -1.623194e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47805 members 
Mstep: Class 2 contains 88483 members 
Entering Unmasked Estep 
Score: -16231949.000000 Penalty: 3842.321045
	Iteration 55Q: 3 clusters Score -1.623195e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47815 members 
Mstep: Class 2 contains 88473 members 
Entering Unmasked Estep 
Score: -16231947.000000 Penalty: 3842.321045
	Iteration 56Q: 3 clusters Score -1.623195e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47829 members 
Mstep: Class 2 contains 88459 members 
Entering Unmasked Estep 
Score: -16231968.000000 Penalty: 3842.321045
	Iteration 57Q: 3 clusters Score -1.623197e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47838 members 
Mstep: Class 2 contains 88450 members 
Entering Unmasked Estep 
Score: -16231972.000000 Penalty: 3842.321045
	Iteration 58Q: 3 clusters Score -1.623197e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47835 members 
Mstep: Class 2 contains 88453 members 
Entering Unmasked Estep 
Score: -16231960.000000 Penalty: 3842.321045
	Iteration 59Q: 3 clusters Score -1.623196e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47842 members 
Mstep: Class 2 contains 88446 members 
Entering Unmasked Estep 
Score: -16231963.000000 Penalty: 3842.321045
	Iteration 60F: 3 clusters Score -1.623196e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47847 members 
Mstep: Class 2 contains 88441 members 
Entering Unmasked Estep 
Score: -16231964.000000 Penalty: 3842.321045
	Iteration 61Q: 3 clusters Score -1.623196e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47852 members 
Mstep: Class 2 contains 88436 members 
Entering Unmasked Estep 
Score: -16231958.000000 Penalty: 3842.321045
	Iteration 62Q: 3 clusters Score -1.623196e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47856 members 
Mstep: Class 2 contains 88432 members 
Entering Unmasked Estep 
Score: -16231962.000000 Penalty: 3842.321045
	Iteration 63Q: 3 clusters Score -1.623196e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47862 members 
Mstep: Class 2 contains 88426 members 
Entering Unmasked Estep 
Score: -16231940.000000 Penalty: 3842.321045
	Iteration 64Q: 3 clusters Score -1.623194e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47866 members 
Mstep: Class 2 contains 88422 members 
Entering Unmasked Estep 
Score: -16231965.000000 Penalty: 3842.321045
	Iteration 65Q: 3 clusters Score -1.623196e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47873 members 
Mstep: Class 2 contains 88415 members 
Entering Unmasked Estep 
Score: -16231971.000000 Penalty: 3842.321045
	Iteration 66Q: 3 clusters Score -1.623197e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47874 members 
Mstep: Class 2 contains 88414 members 
Entering Unmasked Estep 
Score: -16231963.000000 Penalty: 3842.321045
	Iteration 67Q: 3 clusters Score -1.623196e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47872 members 
Mstep: Class 2 contains 88416 members 
Entering Unmasked Estep 
Score: -16231981.000000 Penalty: 3842.321045
	Iteration 68Q: 3 clusters Score -1.623198e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47865 members 
Mstep: Class 2 contains 88423 members 
Entering Unmasked Estep 
Score: -16231987.000000 Penalty: 3842.321045
	Iteration 69Q: 3 clusters Score -1.623199e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47859 members 
Mstep: Class 2 contains 88429 members 
Entering Unmasked Estep 
Score: -16231985.000000 Penalty: 3842.321045
	Iteration 70Q: 3 clusters Score -1.623198e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47841 members 
Mstep: Class 2 contains 88447 members 
Entering Unmasked Estep 
Score: -16231993.000000 Penalty: 3842.321045
	Iteration 71Q: 3 clusters Score -1.623199e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47840 members 
Mstep: Class 2 contains 88448 members 
Entering Unmasked Estep 
Score: -16231994.000000 Penalty: 3842.321045
	Iteration 72Q: 3 clusters Score -1.623199e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47834 members 
Mstep: Class 2 contains 88454 members 
Entering Unmasked Estep 
Score: -16231978.000000 Penalty: 3842.321045
	Iteration 73Q: 3 clusters Score -1.623198e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47830 members 
Mstep: Class 2 contains 88458 members 
Entering Unmasked Estep 
Score: -16231979.000000 Penalty: 3842.321045
	Iteration 74Q: 3 clusters Score -1.623198e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47828 members 
Mstep: Class 2 contains 88460 members 
Entering Unmasked Estep 
Score: -16231979.000000 Penalty: 3842.321045
	Iteration 75Q: 3 clusters Score -1.623198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47826 members 
Mstep: Class 2 contains 88462 members 
Entering Unmasked Estep 
Score: -16231974.000000 Penalty: 3842.321045
	Iteration 76Q: 3 clusters Score -1.623197e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47826 members 
Mstep: Class 2 contains 88462 members 
Entering Unmasked Estep 
Score: -16231974.000000 Penalty: 3842.321045
	Iteration 77F: 3 clusters Score -1.623197e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 143752 members 
Mstep: Class 3 contains 8459 members 
Mstep: Class 4 contains 21727 members 
Mstep: Class 5 contains 644 members 
Mstep: Class 6 contains 912 members 
Mstep: Class 7 contains 101782 members 
Mstep: Class 8 contains 543 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 188583 members 
Mstep: Class 11 contains 89167 members 
Mstep: Class 12 contains 35714 members 
Mstep: Class 13 contains 71210 members 
Mstep: Class 14 contains 106091 members 
Mstep: Class 15 contains 4959 members 
Mstep: Class 16 contains 47826 members 
Mstep: Class 17 contains 11234 members 
Mstep: Class 18 contains 6304 members 
Mstep: Class 19 contains 26340 members 
Mstep: Class 20 contains 1624 members 
Mstep: Class 21 contains 30465 members 
Mstep: Class 22 contains 129547 members 
Mstep: Class 23 contains 119269 members 
Mstep: Class 24 contains 96598 members 
Mstep: Class 25 contains 803 members 
Mstep: Class 26 contains 1792 members 
Mstep: Class 27 contains 799 members 
Mstep: Class 28 contains 12331 members 
Mstep: Class 29 contains 152307 members 
Mstep: Class 30 contains 3425 members 
Mstep: Class 31 contains 114169 members 
Mstep: Class 32 contains 4802 members 
Mstep: Class 33 contains 641 members 
Mstep: Class 34 contains 99598 members 
Mstep: Class 35 contains 88462 members 
Entering Unmasked Estep 
Score: -194552144.000000 Penalty: 81669.710938
Splitting cluster 16 changes total score from -194541568.000000 to -194552144.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 17 (11234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Entering Unmasked Estep 
Score: -1309612.375000 Penalty: 1515.588745
	Iteration 0F: 2 clusters Score -1309612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1301644.125000 Penalty: 3031.177490
	Iteration 0F: 3 clusters Score -1301644 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1304327.375000 Penalty: 3031.177490
	Iteration 1F: 3 clusters Score -1304327 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1304594.750000 Penalty: 3031.177490
	Iteration 2F: 3 clusters Score -1304595 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1304789.500000 Penalty: 3031.177490
	Iteration 3Q: 3 clusters Score -1304790 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1304938.250000 Penalty: 3031.177490
	Iteration 4Q: 3 clusters Score -1304938 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1305078.125000 Penalty: 3031.177490
	Iteration 5Q: 3 clusters Score -1305078 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1305222.125000 Penalty: 3031.177490
	Iteration 6Q: 3 clusters Score -1305222 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1305367.375000 Penalty: 3031.177490
	Iteration 7Q: 3 clusters Score -1305367 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1305542.250000 Penalty: 3031.177490
	Iteration 8Q: 3 clusters Score -1305542 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1305765.250000 Penalty: 3031.177490
	Iteration 9Q: 3 clusters Score -1305765 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1306041.000000 Penalty: 3031.177490
	Iteration 10Q: 3 clusters Score -1306041 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1306317.625000 Penalty: 3031.177490
	Iteration 11Q: 3 clusters Score -1306318 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1306654.250000 Penalty: 3031.177490
	Iteration 12Q: 3 clusters Score -1306654 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1307009.250000 Penalty: 3031.177490
	Iteration 13Q: 3 clusters Score -1307009 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1307304.125000 Penalty: 3031.177490
	Iteration 14Q: 3 clusters Score -1307304 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1307558.250000 Penalty: 3031.177490
	Iteration 15Q: 3 clusters Score -1307558 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1307730.750000 Penalty: 3031.177490
	Iteration 16Q: 3 clusters Score -1307731 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1307837.500000 Penalty: 3031.177490
	Iteration 17Q: 3 clusters Score -1307838 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1307934.250000 Penalty: 3031.177490
	Iteration 18Q: 3 clusters Score -1307934 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1308009.750000 Penalty: 3031.177490
	Iteration 19Q: 3 clusters Score -1308010 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1308065.375000 Penalty: 3031.177490
	Iteration 20F: 3 clusters Score -1308065 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1308105.625000 Penalty: 3031.177490
	Iteration 21Q: 3 clusters Score -1308106 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1308137.125000 Penalty: 3031.177490
	Iteration 22Q: 3 clusters Score -1308137 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1308173.500000 Penalty: 3031.177490
	Iteration 23Q: 3 clusters Score -1308174 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1308218.750000 Penalty: 3031.177490
	Iteration 24Q: 3 clusters Score -1308219 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1308265.500000 Penalty: 3031.177490
	Iteration 25Q: 3 clusters Score -1308266 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1308305.625000 Penalty: 3031.177490
	Iteration 26Q: 3 clusters Score -1308306 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1308346.625000 Penalty: 3031.177490
	Iteration 27Q: 3 clusters Score -1308347 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1308364.750000 Penalty: 3031.177490
	Iteration 28Q: 3 clusters Score -1308365 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1308387.875000 Penalty: 3031.177490
	Iteration 29Q: 3 clusters Score -1308388 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1308401.250000 Penalty: 3031.177490
	Iteration 30Q: 3 clusters Score -1308401 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1308406.000000 Penalty: 3031.177490
	Iteration 31Q: 3 clusters Score -1308406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1308409.625000 Penalty: 3031.177490
	Iteration 32Q: 3 clusters Score -1308410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1308412.125000 Penalty: 3031.177490
	Iteration 33Q: 3 clusters Score -1308412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1308413.000000 Penalty: 3031.177490
	Iteration 34Q: 3 clusters Score -1308413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1308415.125000 Penalty: 3031.177490
	Iteration 35Q: 3 clusters Score -1308415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1308419.000000 Penalty: 3031.177490
	Iteration 36Q: 3 clusters Score -1308419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1308424.500000 Penalty: 3031.177490
	Iteration 37Q: 3 clusters Score -1308424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1308428.750000 Penalty: 3031.177490
	Iteration 38Q: 3 clusters Score -1308429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1308431.625000 Penalty: 3031.177490
	Iteration 39Q: 3 clusters Score -1308432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1308431.250000 Penalty: 3031.177490
	Iteration 40F: 3 clusters Score -1308431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1308433.750000 Penalty: 3031.177490
	Iteration 41Q: 3 clusters Score -1308434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1308438.000000 Penalty: 3031.177490
	Iteration 42Q: 3 clusters Score -1308438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1308440.750000 Penalty: 3031.177490
	Iteration 43Q: 3 clusters Score -1308441 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1308446.250000 Penalty: 3031.177490
	Iteration 44Q: 3 clusters Score -1308446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1308450.125000 Penalty: 3031.177490
	Iteration 45Q: 3 clusters Score -1308450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1308455.375000 Penalty: 3031.177490
	Iteration 46Q: 3 clusters Score -1308455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1308458.125000 Penalty: 3031.177490
	Iteration 47Q: 3 clusters Score -1308458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1308457.500000 Penalty: 3031.177490
	Iteration 48Q: 3 clusters Score -1308458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1308458.500000 Penalty: 3031.177490
	Iteration 49Q: 3 clusters Score -1308458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1308458.500000 Penalty: 3031.177490
	Iteration 50F: 3 clusters Score -1308458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Entering Unmasked Estep 
Score: -712256.062500 Penalty: 1421.702637
	Iteration 0F: 2 clusters Score -712256.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -707396.062500 Penalty: 2843.405273
	Iteration 0F: 3 clusters Score -707396.1 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -708845.062500 Penalty: 2843.405273
	Iteration 1F: 3 clusters Score -708845.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -709041.250000 Penalty: 2843.405273
	Iteration 2F: 3 clusters Score -709041.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -709157.312500 Penalty: 2843.405273
	Iteration 3Q: 3 clusters Score -709157.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -709228.062500 Penalty: 2843.405273
	Iteration 4Q: 3 clusters Score -709228.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -709274.437500 Penalty: 2843.405273
	Iteration 5Q: 3 clusters Score -709274.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -709308.750000 Penalty: 2843.405273
	Iteration 6Q: 3 clusters Score -709308.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -709347.625000 Penalty: 2843.405273
	Iteration 7Q: 3 clusters Score -709347.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -709384.250000 Penalty: 2843.405273
	Iteration 8Q: 3 clusters Score -709384.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -709427.625000 Penalty: 2843.405273
	Iteration 9Q: 3 clusters Score -709427.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -709478.375000 Penalty: 2843.405273
	Iteration 10Q: 3 clusters Score -709478.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -709531.000000 Penalty: 2843.405273
	Iteration 11Q: 3 clusters Score -709531 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -709590.687500 Penalty: 2843.405273
	Iteration 12Q: 3 clusters Score -709590.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -709653.000000 Penalty: 2843.405273
	Iteration 13Q: 3 clusters Score -709653 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -709726.000000 Penalty: 2843.405273
	Iteration 14Q: 3 clusters Score -709726 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -709797.062500 Penalty: 2843.405273
	Iteration 15Q: 3 clusters Score -709797.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -709891.312500 Penalty: 2843.405273
	Iteration 16Q: 3 clusters Score -709891.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -709987.625000 Penalty: 2843.405273
	Iteration 17Q: 3 clusters Score -709987.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -710109.250000 Penalty: 2843.405273
	Iteration 18Q: 3 clusters Score -710109.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -710230.500000 Penalty: 2843.405273
	Iteration 19Q: 3 clusters Score -710230.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -710354.312500 Penalty: 2843.405273
	Iteration 20F: 3 clusters Score -710354.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -710473.250000 Penalty: 2843.405273
	Iteration 21Q: 3 clusters Score -710473.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -710593.625000 Penalty: 2843.405273
	Iteration 22Q: 3 clusters Score -710593.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -710707.187500 Penalty: 2843.405273
	Iteration 23Q: 3 clusters Score -710707.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -710804.312500 Penalty: 2843.405273
	Iteration 24Q: 3 clusters Score -710804.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -710863.312500 Penalty: 2843.405273
	Iteration 25Q: 3 clusters Score -710863.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -710898.875000 Penalty: 2843.405273
	Iteration 26Q: 3 clusters Score -710898.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -710924.687500 Penalty: 2843.405273
	Iteration 27Q: 3 clusters Score -710924.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -710942.375000 Penalty: 2843.405273
	Iteration 28Q: 3 clusters Score -710942.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -710965.687500 Penalty: 2843.405273
	Iteration 29Q: 3 clusters Score -710965.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -710983.937500 Penalty: 2843.405273
	Iteration 30Q: 3 clusters Score -710983.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -710996.687500 Penalty: 2843.405273
	Iteration 31Q: 3 clusters Score -710996.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -711009.812500 Penalty: 2843.405273
	Iteration 32Q: 3 clusters Score -711009.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -711016.125000 Penalty: 2843.405273
	Iteration 33Q: 3 clusters Score -711016.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -711022.937500 Penalty: 2843.405273
	Iteration 34Q: 3 clusters Score -711022.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -711023.750000 Penalty: 2843.405273
	Iteration 35Q: 3 clusters Score -711023.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -711025.500000 Penalty: 2843.405273
	Iteration 36Q: 3 clusters Score -711025.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -711026.125000 Penalty: 2843.405273
	Iteration 37Q: 3 clusters Score -711026.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -711027.250000 Penalty: 2843.405273
	Iteration 38Q: 3 clusters Score -711027.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -711028.187500 Penalty: 2843.405273
	Iteration 39Q: 3 clusters Score -711028.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -711030.187500 Penalty: 2843.405273
	Iteration 40F: 3 clusters Score -711030.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -711031.750000 Penalty: 2843.405273
	Iteration 41Q: 3 clusters Score -711031.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -711032.562500 Penalty: 2843.405273
	Iteration 42Q: 3 clusters Score -711032.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -711034.250000 Penalty: 2843.405273
	Iteration 43Q: 3 clusters Score -711034.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -711038.375000 Penalty: 2843.405273
	Iteration 44Q: 3 clusters Score -711038.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -711038.625000 Penalty: 2843.405273
	Iteration 45Q: 3 clusters Score -711038.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -711040.750000 Penalty: 2843.405273
	Iteration 46Q: 3 clusters Score -711040.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -711046.687500 Penalty: 2843.405273
	Iteration 47Q: 3 clusters Score -711046.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -711046.562500 Penalty: 2843.405273
	Iteration 48Q: 3 clusters Score -711046.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -711046.562500 Penalty: 2843.405273
	Iteration 49F: 3 clusters Score -711046.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (26340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Entering Unmasked Estep 
Score: -2867195.250000 Penalty: 1654.062256
	Iteration 0F: 2 clusters Score -2867195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -2849394.500000 Penalty: 3308.124512
	Iteration 0F: 3 clusters Score -2849394 nChanged 12034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -2856148.250000 Penalty: 3308.124512
	Iteration 1F: 3 clusters Score -2856148 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -2856531.750000 Penalty: 3308.124512
	Iteration 2Q: 3 clusters Score -2856532 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -2856901.250000 Penalty: 3308.124512
	Iteration 3Q: 3 clusters Score -2856901 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -2857317.750000 Penalty: 3308.124512
	Iteration 4Q: 3 clusters Score -2857318 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -2857824.250000 Penalty: 3308.124512
	Iteration 5Q: 3 clusters Score -2857824 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -2858467.500000 Penalty: 3308.124512
	Iteration 6Q: 3 clusters Score -2858468 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -2859450.000000 Penalty: 3308.124512
	Iteration 7F: 3 clusters Score -2859450 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -2860807.750000 Penalty: 3308.124512
	Iteration 8F: 3 clusters Score -2860808 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -2862455.500000 Penalty: 3308.124512
	Iteration 9F: 3 clusters Score -2862456 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -2863878.250000 Penalty: 3308.124512
	Iteration 10F: 3 clusters Score -2863878 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2864755.250000 Penalty: 3308.124512
	Iteration 11Q: 3 clusters Score -2864755 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2865194.750000 Penalty: 3308.124512
	Iteration 12Q: 3 clusters Score -2865195 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2865448.000000 Penalty: 3308.124512
	Iteration 13Q: 3 clusters Score -2865448 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2865604.500000 Penalty: 3308.124512
	Iteration 14Q: 3 clusters Score -2865604 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2865657.750000 Penalty: 3308.124512
	Iteration 15Q: 3 clusters Score -2865658 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2865704.750000 Penalty: 3308.124512
	Iteration 16Q: 3 clusters Score -2865705 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2865734.250000 Penalty: 3308.124512
	Iteration 17Q: 3 clusters Score -2865734 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2865759.750000 Penalty: 3308.124512
	Iteration 18Q: 3 clusters Score -2865760 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2865779.250000 Penalty: 3308.124512
	Iteration 19Q: 3 clusters Score -2865779 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2865792.250000 Penalty: 3308.124512
	Iteration 20F: 3 clusters Score -2865792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2865799.000000 Penalty: 3308.124512
	Iteration 21Q: 3 clusters Score -2865799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2865800.500000 Penalty: 3308.124512
	Iteration 22Q: 3 clusters Score -2865800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2865801.500000 Penalty: 3308.124512
	Iteration 23Q: 3 clusters Score -2865802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25983 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2865803.250000 Penalty: 3308.124512
	Iteration 24Q: 3 clusters Score -2865803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25983 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2865805.250000 Penalty: 3308.124512
	Iteration 25Q: 3 clusters Score -2865805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2865804.750000 Penalty: 3308.124512
	Iteration 26Q: 3 clusters Score -2865805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2865804.750000 Penalty: 3308.124512
	Iteration 27F: 3 clusters Score -2865805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Entering Unmasked Estep 
Score: -172555.312500 Penalty: 1201.305298
	Iteration 0F: 2 clusters Score -172555.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -170735.140625 Penalty: 2402.610596
	Iteration 0F: 3 clusters Score -170735.1 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -171168.500000 Penalty: 2402.610596
	Iteration 1F: 3 clusters Score -171168.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -171341.937500 Penalty: 2402.610596
	Iteration 2F: 3 clusters Score -171341.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -171460.859375 Penalty: 2402.610596
	Iteration 3F: 3 clusters Score -171460.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -171565.484375 Penalty: 2402.610596
	Iteration 4F: 3 clusters Score -171565.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -171681.687500 Penalty: 2402.610596
	Iteration 5F: 3 clusters Score -171681.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -171779.000000 Penalty: 2402.610596
	Iteration 6Q: 3 clusters Score -171779 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -171893.781250 Penalty: 2402.610596
	Iteration 7Q: 3 clusters Score -171893.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -172059.796875 Penalty: 2402.610596
	Iteration 8Q: 3 clusters Score -172059.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -172237.343750 Penalty: 2402.610596
	Iteration 9Q: 3 clusters Score -172237.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -172346.578125 Penalty: 2402.610596
	Iteration 10Q: 3 clusters Score -172346.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -172397.375000 Penalty: 2402.610596
	Iteration 11Q: 3 clusters Score -172397.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -172431.031250 Penalty: 2402.610596
	Iteration 12Q: 3 clusters Score -172431 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -172453.390625 Penalty: 2402.610596
	Iteration 13Q: 3 clusters Score -172453.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -172473.609375 Penalty: 2402.610596
	Iteration 14Q: 3 clusters Score -172473.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -172488.968750 Penalty: 2402.610596
	Iteration 15Q: 3 clusters Score -172489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -172493.250000 Penalty: 2402.610596
	Iteration 16Q: 3 clusters Score -172493.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -172496.343750 Penalty: 2402.610596
	Iteration 17Q: 3 clusters Score -172496.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -172498.328125 Penalty: 2402.610596
	Iteration 18Q: 3 clusters Score -172498.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -172502.890625 Penalty: 2402.610596
	Iteration 19Q: 3 clusters Score -172502.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -172504.296875 Penalty: 2402.610596
	Iteration 20F: 3 clusters Score -172504.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -172504.578125 Penalty: 2402.610596
	Iteration 21Q: 3 clusters Score -172504.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -172505.234375 Penalty: 2402.610596
	Iteration 22Q: 3 clusters Score -172505.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -172506.937500 Penalty: 2402.610596
	Iteration 23Q: 3 clusters Score -172506.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -172509.343750 Penalty: 2402.610596
	Iteration 24Q: 3 clusters Score -172509.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -172510.656250 Penalty: 2402.610596
	Iteration 25Q: 3 clusters Score -172510.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -172510.593750 Penalty: 2402.610596
	Iteration 26Q: 3 clusters Score -172510.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -172510.593750 Penalty: 2402.610596
	Iteration 27F: 3 clusters Score -172510.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (30465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Entering Unmasked Estep 
Score: -3652631.000000 Penalty: 1677.704346
	Iteration 0F: 2 clusters Score -3652631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -3632165.500000 Penalty: 3355.408691
	Iteration 0F: 3 clusters Score -3632166 nChanged 13960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -3639936.750000 Penalty: 3355.408691
	Iteration 1F: 3 clusters Score -3639937 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -3640398.500000 Penalty: 3355.408691
	Iteration 2Q: 3 clusters Score -3640398 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -3640968.000000 Penalty: 3355.408691
	Iteration 3Q: 3 clusters Score -3640968 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -3641762.000000 Penalty: 3355.408691
	Iteration 4Q: 3 clusters Score -3641762 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -3642956.250000 Penalty: 3355.408691
	Iteration 5F: 3 clusters Score -3642956 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -3644694.500000 Penalty: 3355.408691
	Iteration 6F: 3 clusters Score -3644694 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -3646637.000000 Penalty: 3355.408691
	Iteration 7F: 3 clusters Score -3646637 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -3648242.500000 Penalty: 3355.408691
	Iteration 8F: 3 clusters Score -3648242 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
Score: -3649294.250000 Penalty: 3355.408691
	Iteration 9Q: 3 clusters Score -3649294 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -3649985.250000 Penalty: 3355.408691
	Iteration 10Q: 3 clusters Score -3649985 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -3650392.750000 Penalty: 3355.408691
	Iteration 11Q: 3 clusters Score -3650393 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -3650637.250000 Penalty: 3355.408691
	Iteration 12Q: 3 clusters Score -3650637 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 29524 members 
Entering Unmasked Estep 
Score: -3650784.250000 Penalty: 3355.408691
	Iteration 13Q: 3 clusters Score -3650784 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -3650872.500000 Penalty: 3355.408691
	Iteration 14Q: 3 clusters Score -3650872 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -3650944.000000 Penalty: 3355.408691
	Iteration 15Q: 3 clusters Score -3650944 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -3651028.500000 Penalty: 3355.408691
	Iteration 16Q: 3 clusters Score -3651028 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -3651095.250000 Penalty: 3355.408691
	Iteration 17Q: 3 clusters Score -3651095 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 30020 members 
Entering Unmasked Estep 
Score: -3651145.500000 Penalty: 3355.408691
	Iteration 18Q: 3 clusters Score -3651146 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 30049 members 
Entering Unmasked Estep 
Score: -3651164.750000 Penalty: 3355.408691
	Iteration 19Q: 3 clusters Score -3651165 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 30072 members 
Entering Unmasked Estep 
Score: -3651176.500000 Penalty: 3355.408691
	Iteration 20F: 3 clusters Score -3651176 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -3651192.750000 Penalty: 3355.408691
	Iteration 21Q: 3 clusters Score -3651193 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -3651210.000000 Penalty: 3355.408691
	Iteration 22Q: 3 clusters Score -3651210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -3651215.250000 Penalty: 3355.408691
	Iteration 23Q: 3 clusters Score -3651215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 30120 members 
Entering Unmasked Estep 
Score: -3651220.250000 Penalty: 3355.408691
	Iteration 24Q: 3 clusters Score -3651220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 30121 members 
Entering Unmasked Estep 
Score: -3651222.250000 Penalty: 3355.408691
	Iteration 25Q: 3 clusters Score -3651222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 30123 members 
Entering Unmasked Estep 
Score: -3651222.500000 Penalty: 3355.408691
	Iteration 26Q: 3 clusters Score -3651222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 30125 members 
Entering Unmasked Estep 
Score: -3651223.500000 Penalty: 3355.408691
	Iteration 27Q: 3 clusters Score -3651224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 30128 members 
Entering Unmasked Estep 
Score: -3651228.250000 Penalty: 3355.408691
	Iteration 28Q: 3 clusters Score -3651228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 30131 members 
Entering Unmasked Estep 
Score: -3651227.500000 Penalty: 3355.408691
	Iteration 29Q: 3 clusters Score -3651228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -3651230.500000 Penalty: 3355.408691
	Iteration 30Q: 3 clusters Score -3651230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
Score: -3651233.250000 Penalty: 3355.408691
	Iteration 31Q: 3 clusters Score -3651233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
Score: -3651233.250000 Penalty: 3355.408691
	Iteration 32F: 3 clusters Score -3651233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (129547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129547 members 
Entering Unmasked Estep 
Score: -15291055.000000 Penalty: 1912.917358
	Iteration 0F: 2 clusters Score -1.529106e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64691 members 
Mstep: Class 2 contains 64856 members 
Entering Unmasked Estep 
Score: -15215826.000000 Penalty: 3825.834717
	Iteration 0F: 3 clusters Score -1.521583e+07 nChanged 62131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62264 members 
Mstep: Class 2 contains 67283 members 
Entering Unmasked Estep 
Score: -15252231.000000 Penalty: 3825.834717
	Iteration 1F: 3 clusters Score -1.525223e+07 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60613 members 
Mstep: Class 2 contains 68934 members 
Entering Unmasked Estep 
Score: -15254197.000000 Penalty: 3825.834717
	Iteration 2Q: 3 clusters Score -1.52542e+07 nChanged 6688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58239 members 
Mstep: Class 2 contains 71308 members 
Entering Unmasked Estep 
Score: -15257445.000000 Penalty: 3825.834717
	Iteration 3F: 3 clusters Score -1.525744e+07 nChanged 8390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55011 members 
Mstep: Class 2 contains 74536 members 
Entering Unmasked Estep 
Score: -15263444.000000 Penalty: 3825.834717
	Iteration 4F: 3 clusters Score -1.526344e+07 nChanged 10126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51315 members 
Mstep: Class 2 contains 78232 members 
Entering Unmasked Estep 
Score: -15272874.000000 Penalty: 3825.834717
	Iteration 5F: 3 clusters Score -1.527287e+07 nChanged 10915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48546 members 
Mstep: Class 2 contains 81001 members 
Entering Unmasked Estep 
Score: -15284832.000000 Penalty: 3825.834717
	Iteration 6F: 3 clusters Score -1.528483e+07 nChanged 8993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47759 members 
Mstep: Class 2 contains 81788 members 
Entering Unmasked Estep 
Score: -15291557.000000 Penalty: 3825.834717
	Iteration 7F: 3 clusters Score -1.529156e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47917 members 
Mstep: Class 2 contains 81630 members 
Entering Unmasked Estep 
Score: -15293451.000000 Penalty: 3825.834717
	Iteration 8Q: 3 clusters Score -1.529345e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48410 members 
Mstep: Class 2 contains 81137 members 
Entering Unmasked Estep 
Score: -15294211.000000 Penalty: 3825.834717
	Iteration 9Q: 3 clusters Score -1.529421e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48958 members 
Mstep: Class 2 contains 80589 members 
Entering Unmasked Estep 
Score: -15294683.000000 Penalty: 3825.834717
	Iteration 10Q: 3 clusters Score -1.529468e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49576 members 
Mstep: Class 2 contains 79971 members 
Entering Unmasked Estep 
Score: -15294894.000000 Penalty: 3825.834717
	Iteration 11Q: 3 clusters Score -1.529489e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50260 members 
Mstep: Class 2 contains 79287 members 
Entering Unmasked Estep 
Score: -15295121.000000 Penalty: 3825.834717
	Iteration 12Q: 3 clusters Score -1.529512e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50963 members 
Mstep: Class 2 contains 78584 members 
Entering Unmasked Estep 
Score: -15295254.000000 Penalty: 3825.834717
	Iteration 13Q: 3 clusters Score -1.529525e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51634 members 
Mstep: Class 2 contains 77913 members 
Entering Unmasked Estep 
Score: -15295319.000000 Penalty: 3825.834717
	Iteration 14Q: 3 clusters Score -1.529532e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52285 members 
Mstep: Class 2 contains 77262 members 
Entering Unmasked Estep 
Score: -15295418.000000 Penalty: 3825.834717
	Iteration 15Q: 3 clusters Score -1.529542e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52906 members 
Mstep: Class 2 contains 76641 members 
Entering Unmasked Estep 
Score: -15295446.000000 Penalty: 3825.834717
	Iteration 16Q: 3 clusters Score -1.529545e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53571 members 
Mstep: Class 2 contains 75976 members 
Entering Unmasked Estep 
Score: -15295441.000000 Penalty: 3825.834717
	Iteration 17Q: 3 clusters Score -1.529544e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54251 members 
Mstep: Class 2 contains 75296 members 
Entering Unmasked Estep 
Score: -15295413.000000 Penalty: 3825.834717
	Iteration 18Q: 3 clusters Score -1.529541e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54925 members 
Mstep: Class 2 contains 74622 members 
Entering Unmasked Estep 
Score: -15295410.000000 Penalty: 3825.834717
	Iteration 19Q: 3 clusters Score -1.529541e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55547 members 
Mstep: Class 2 contains 74000 members 
Entering Unmasked Estep 
Score: -15295440.000000 Penalty: 3825.834717
	Iteration 20F: 3 clusters Score -1.529544e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56113 members 
Mstep: Class 2 contains 73434 members 
Entering Unmasked Estep 
Score: -15295397.000000 Penalty: 3825.834717
	Iteration 21Q: 3 clusters Score -1.52954e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56721 members 
Mstep: Class 2 contains 72826 members 
Entering Unmasked Estep 
Score: -15295418.000000 Penalty: 3825.834717
	Iteration 22Q: 3 clusters Score -1.529542e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57302 members 
Mstep: Class 2 contains 72245 members 
Entering Unmasked Estep 
Score: -15295403.000000 Penalty: 3825.834717
	Iteration 23Q: 3 clusters Score -1.52954e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57891 members 
Mstep: Class 2 contains 71656 members 
Entering Unmasked Estep 
Score: -15295392.000000 Penalty: 3825.834717
	Iteration 24Q: 3 clusters Score -1.529539e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58457 members 
Mstep: Class 2 contains 71090 members 
Entering Unmasked Estep 
Score: -15295354.000000 Penalty: 3825.834717
	Iteration 25Q: 3 clusters Score -1.529535e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59003 members 
Mstep: Class 2 contains 70544 members 
Entering Unmasked Estep 
Score: -15295350.000000 Penalty: 3825.834717
	Iteration 26Q: 3 clusters Score -1.529535e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59541 members 
Mstep: Class 2 contains 70006 members 
Entering Unmasked Estep 
Score: -15295367.000000 Penalty: 3825.834717
	Iteration 27Q: 3 clusters Score -1.529537e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60055 members 
Mstep: Class 2 contains 69492 members 
Entering Unmasked Estep 
Score: -15295397.000000 Penalty: 3825.834717
	Iteration 28Q: 3 clusters Score -1.52954e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60547 members 
Mstep: Class 2 contains 69000 members 
Entering Unmasked Estep 
Score: -15295406.000000 Penalty: 3825.834717
	Iteration 29Q: 3 clusters Score -1.529541e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61023 members 
Mstep: Class 2 contains 68524 members 
Entering Unmasked Estep 
Score: -15295373.000000 Penalty: 3825.834717
	Iteration 30Q: 3 clusters Score -1.529537e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61464 members 
Mstep: Class 2 contains 68083 members 
Entering Unmasked Estep 
Score: -15295363.000000 Penalty: 3825.834717
	Iteration 31Q: 3 clusters Score -1.529536e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61874 members 
Mstep: Class 2 contains 67673 members 
Entering Unmasked Estep 
Score: -15295369.000000 Penalty: 3825.834717
	Iteration 32Q: 3 clusters Score -1.529537e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62296 members 
Mstep: Class 2 contains 67251 members 
Entering Unmasked Estep 
Score: -15295343.000000 Penalty: 3825.834717
	Iteration 33Q: 3 clusters Score -1.529534e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62663 members 
Mstep: Class 2 contains 66884 members 
Entering Unmasked Estep 
Score: -15295314.000000 Penalty: 3825.834717
	Iteration 34Q: 3 clusters Score -1.529531e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62952 members 
Mstep: Class 2 contains 66595 members 
Entering Unmasked Estep 
Score: -15295281.000000 Penalty: 3825.834717
	Iteration 35Q: 3 clusters Score -1.529528e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63269 members 
Mstep: Class 2 contains 66278 members 
Entering Unmasked Estep 
Score: -15295278.000000 Penalty: 3825.834717
	Iteration 36Q: 3 clusters Score -1.529528e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63593 members 
Mstep: Class 2 contains 65954 members 
Entering Unmasked Estep 
Score: -15295264.000000 Penalty: 3825.834717
	Iteration 37Q: 3 clusters Score -1.529526e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63901 members 
Mstep: Class 2 contains 65646 members 
Entering Unmasked Estep 
Score: -15295252.000000 Penalty: 3825.834717
	Iteration 38Q: 3 clusters Score -1.529525e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64270 members 
Mstep: Class 2 contains 65277 members 
Entering Unmasked Estep 
Score: -15295237.000000 Penalty: 3825.834717
	Iteration 39Q: 3 clusters Score -1.529524e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64553 members 
Mstep: Class 2 contains 64994 members 
Entering Unmasked Estep 
Score: -15295215.000000 Penalty: 3825.834717
	Iteration 40F: 3 clusters Score -1.529522e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64780 members 
Mstep: Class 2 contains 64767 members 
Entering Unmasked Estep 
Score: -15295209.000000 Penalty: 3825.834717
	Iteration 41Q: 3 clusters Score -1.529521e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64999 members 
Mstep: Class 2 contains 64548 members 
Entering Unmasked Estep 
Score: -15295151.000000 Penalty: 3825.834717
	Iteration 42Q: 3 clusters Score -1.529515e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65215 members 
Mstep: Class 2 contains 64332 members 
Entering Unmasked Estep 
Score: -15295174.000000 Penalty: 3825.834717
	Iteration 43Q: 3 clusters Score -1.529517e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65440 members 
Mstep: Class 2 contains 64107 members 
Entering Unmasked Estep 
Score: -15295138.000000 Penalty: 3825.834717
	Iteration 44Q: 3 clusters Score -1.529514e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65631 members 
Mstep: Class 2 contains 63916 members 
Entering Unmasked Estep 
Score: -15295127.000000 Penalty: 3825.834717
	Iteration 45Q: 3 clusters Score -1.529513e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65798 members 
Mstep: Class 2 contains 63749 members 
Entering Unmasked Estep 
Score: -15295161.000000 Penalty: 3825.834717
	Iteration 46Q: 3 clusters Score -1.529516e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65947 members 
Mstep: Class 2 contains 63600 members 
Entering Unmasked Estep 
Score: -15295168.000000 Penalty: 3825.834717
	Iteration 47Q: 3 clusters Score -1.529517e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66125 members 
Mstep: Class 2 contains 63422 members 
Entering Unmasked Estep 
Score: -15295152.000000 Penalty: 3825.834717
	Iteration 48Q: 3 clusters Score -1.529515e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66258 members 
Mstep: Class 2 contains 63289 members 
Entering Unmasked Estep 
Score: -15295149.000000 Penalty: 3825.834717
	Iteration 49Q: 3 clusters Score -1.529515e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66384 members 
Mstep: Class 2 contains 63163 members 
Entering Unmasked Estep 
Score: -15295120.000000 Penalty: 3825.834717
	Iteration 50Q: 3 clusters Score -1.529512e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66513 members 
Mstep: Class 2 contains 63034 members 
Entering Unmasked Estep 
Score: -15295125.000000 Penalty: 3825.834717
	Iteration 51Q: 3 clusters Score -1.529512e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66650 members 
Mstep: Class 2 contains 62897 members 
Entering Unmasked Estep 
Score: -15295107.000000 Penalty: 3825.834717
	Iteration 52Q: 3 clusters Score -1.529511e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66748 members 
Mstep: Class 2 contains 62799 members 
Entering Unmasked Estep 
Score: -15295080.000000 Penalty: 3825.834717
	Iteration 53Q: 3 clusters Score -1.529508e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66854 members 
Mstep: Class 2 contains 62693 members 
Entering Unmasked Estep 
Score: -15295084.000000 Penalty: 3825.834717
	Iteration 54Q: 3 clusters Score -1.529508e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66967 members 
Mstep: Class 2 contains 62580 members 
Entering Unmasked Estep 
Score: -15295071.000000 Penalty: 3825.834717
	Iteration 55Q: 3 clusters Score -1.529507e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67072 members 
Mstep: Class 2 contains 62475 members 
Entering Unmasked Estep 
Score: -15295066.000000 Penalty: 3825.834717
	Iteration 56Q: 3 clusters Score -1.529507e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67187 members 
Mstep: Class 2 contains 62360 members 
Entering Unmasked Estep 
Score: -15295081.000000 Penalty: 3825.834717
	Iteration 57Q: 3 clusters Score -1.529508e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67287 members 
Mstep: Class 2 contains 62260 members 
Entering Unmasked Estep 
Score: -15295075.000000 Penalty: 3825.834717
	Iteration 58Q: 3 clusters Score -1.529508e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67377 members 
Mstep: Class 2 contains 62170 members 
Entering Unmasked Estep 
Score: -15295039.000000 Penalty: 3825.834717
	Iteration 59Q: 3 clusters Score -1.529504e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67483 members 
Mstep: Class 2 contains 62064 members 
Entering Unmasked Estep 
Score: -15295045.000000 Penalty: 3825.834717
	Iteration 60F: 3 clusters Score -1.529504e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67579 members 
Mstep: Class 2 contains 61968 members 
Entering Unmasked Estep 
Score: -15295066.000000 Penalty: 3825.834717
	Iteration 61Q: 3 clusters Score -1.529507e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67664 members 
Mstep: Class 2 contains 61883 members 
Entering Unmasked Estep 
Score: -15295078.000000 Penalty: 3825.834717
	Iteration 62Q: 3 clusters Score -1.529508e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67736 members 
Mstep: Class 2 contains 61811 members 
Entering Unmasked Estep 
Score: -15295075.000000 Penalty: 3825.834717
	Iteration 63Q: 3 clusters Score -1.529508e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67786 members 
Mstep: Class 2 contains 61761 members 
Entering Unmasked Estep 
Score: -15295059.000000 Penalty: 3825.834717
	Iteration 64Q: 3 clusters Score -1.529506e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67826 members 
Mstep: Class 2 contains 61721 members 
Entering Unmasked Estep 
Score: -15295082.000000 Penalty: 3825.834717
	Iteration 65Q: 3 clusters Score -1.529508e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67863 members 
Mstep: Class 2 contains 61684 members 
Entering Unmasked Estep 
Score: -15295078.000000 Penalty: 3825.834717
	Iteration 66Q: 3 clusters Score -1.529508e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67907 members 
Mstep: Class 2 contains 61640 members 
Entering Unmasked Estep 
Score: -15295091.000000 Penalty: 3825.834717
	Iteration 67Q: 3 clusters Score -1.529509e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67958 members 
Mstep: Class 2 contains 61589 members 
Entering Unmasked Estep 
Score: -15295092.000000 Penalty: 3825.834717
	Iteration 68Q: 3 clusters Score -1.529509e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67996 members 
Mstep: Class 2 contains 61551 members 
Entering Unmasked Estep 
Score: -15295104.000000 Penalty: 3825.834717
	Iteration 69Q: 3 clusters Score -1.52951e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68015 members 
Mstep: Class 2 contains 61532 members 
Entering Unmasked Estep 
Score: -15295096.000000 Penalty: 3825.834717
	Iteration 70Q: 3 clusters Score -1.52951e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68032 members 
Mstep: Class 2 contains 61515 members 
Entering Unmasked Estep 
Score: -15295109.000000 Penalty: 3825.834717
	Iteration 71Q: 3 clusters Score -1.529511e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68043 members 
Mstep: Class 2 contains 61504 members 
Entering Unmasked Estep 
Score: -15295092.000000 Penalty: 3825.834717
	Iteration 72Q: 3 clusters Score -1.529509e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68053 members 
Mstep: Class 2 contains 61494 members 
Entering Unmasked Estep 
Score: -15295103.000000 Penalty: 3825.834717
	Iteration 73Q: 3 clusters Score -1.52951e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68083 members 
Mstep: Class 2 contains 61464 members 
Entering Unmasked Estep 
Score: -15295103.000000 Penalty: 3825.834717
	Iteration 74Q: 3 clusters Score -1.52951e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68115 members 
Mstep: Class 2 contains 61432 members 
Entering Unmasked Estep 
Score: -15295086.000000 Penalty: 3825.834717
	Iteration 75Q: 3 clusters Score -1.529509e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68154 members 
Mstep: Class 2 contains 61393 members 
Entering Unmasked Estep 
Score: -15295104.000000 Penalty: 3825.834717
	Iteration 76Q: 3 clusters Score -1.52951e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68188 members 
Mstep: Class 2 contains 61359 members 
Entering Unmasked Estep 
Score: -15295100.000000 Penalty: 3825.834717
	Iteration 77Q: 3 clusters Score -1.52951e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68237 members 
Mstep: Class 2 contains 61310 members 
Entering Unmasked Estep 
Score: -15295093.000000 Penalty: 3825.834717
	Iteration 78Q: 3 clusters Score -1.529509e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68278 members 
Mstep: Class 2 contains 61269 members 
Entering Unmasked Estep 
Score: -15295103.000000 Penalty: 3825.834717
	Iteration 79Q: 3 clusters Score -1.52951e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68330 members 
Mstep: Class 2 contains 61217 members 
Entering Unmasked Estep 
Score: -15295106.000000 Penalty: 3825.834717
	Iteration 80F: 3 clusters Score -1.529511e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68389 members 
Mstep: Class 2 contains 61158 members 
Entering Unmasked Estep 
Score: -15295078.000000 Penalty: 3825.834717
	Iteration 81Q: 3 clusters Score -1.529508e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68458 members 
Mstep: Class 2 contains 61089 members 
Entering Unmasked Estep 
Score: -15295071.000000 Penalty: 3825.834717
	Iteration 82Q: 3 clusters Score -1.529507e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68539 members 
Mstep: Class 2 contains 61008 members 
Entering Unmasked Estep 
Score: -15295063.000000 Penalty: 3825.834717
	Iteration 83Q: 3 clusters Score -1.529506e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68609 members 
Mstep: Class 2 contains 60938 members 
Entering Unmasked Estep 
Score: -15295069.000000 Penalty: 3825.834717
	Iteration 84Q: 3 clusters Score -1.529507e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68674 members 
Mstep: Class 2 contains 60873 members 
Entering Unmasked Estep 
Score: -15295084.000000 Penalty: 3825.834717
	Iteration 85Q: 3 clusters Score -1.529508e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68742 members 
Mstep: Class 2 contains 60805 members 
Entering Unmasked Estep 
Score: -15295079.000000 Penalty: 3825.834717
	Iteration 86Q: 3 clusters Score -1.529508e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68813 members 
Mstep: Class 2 contains 60734 members 
Entering Unmasked Estep 
Score: -15295108.000000 Penalty: 3825.834717
	Iteration 87Q: 3 clusters Score -1.529511e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68884 members 
Mstep: Class 2 contains 60663 members 
Entering Unmasked Estep 
Score: -15295095.000000 Penalty: 3825.834717
	Iteration 88Q: 3 clusters Score -1.52951e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68966 members 
Mstep: Class 2 contains 60581 members 
Entering Unmasked Estep 
Score: -15295119.000000 Penalty: 3825.834717
	Iteration 89Q: 3 clusters Score -1.529512e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69036 members 
Mstep: Class 2 contains 60511 members 
Entering Unmasked Estep 
Score: -15295129.000000 Penalty: 3825.834717
	Iteration 90Q: 3 clusters Score -1.529513e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69099 members 
Mstep: Class 2 contains 60448 members 
Entering Unmasked Estep 
Score: -15295132.000000 Penalty: 3825.834717
	Iteration 91Q: 3 clusters Score -1.529513e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69165 members 
Mstep: Class 2 contains 60382 members 
Entering Unmasked Estep 
Score: -15295134.000000 Penalty: 3825.834717
	Iteration 92Q: 3 clusters Score -1.529513e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69217 members 
Mstep: Class 2 contains 60330 members 
Entering Unmasked Estep 
Score: -15295114.000000 Penalty: 3825.834717
	Iteration 93Q: 3 clusters Score -1.529511e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69262 members 
Mstep: Class 2 contains 60285 members 
Entering Unmasked Estep 
Score: -15295118.000000 Penalty: 3825.834717
	Iteration 94Q: 3 clusters Score -1.529512e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69320 members 
Mstep: Class 2 contains 60227 members 
Entering Unmasked Estep 
Score: -15295107.000000 Penalty: 3825.834717
	Iteration 95Q: 3 clusters Score -1.529511e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69365 members 
Mstep: Class 2 contains 60182 members 
Entering Unmasked Estep 
Score: -15295089.000000 Penalty: 3825.834717
	Iteration 96Q: 3 clusters Score -1.529509e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69409 members 
Mstep: Class 2 contains 60138 members 
Entering Unmasked Estep 
Score: -15295097.000000 Penalty: 3825.834717
	Iteration 97Q: 3 clusters Score -1.52951e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69450 members 
Mstep: Class 2 contains 60097 members 
Entering Unmasked Estep 
Score: -15295094.000000 Penalty: 3825.834717
	Iteration 98Q: 3 clusters Score -1.529509e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69476 members 
Mstep: Class 2 contains 60071 members 
Entering Unmasked Estep 
Score: -15295105.000000 Penalty: 3825.834717
	Iteration 99Q: 3 clusters Score -1.52951e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69503 members 
Mstep: Class 2 contains 60044 members 
Entering Unmasked Estep 
Score: -15295109.000000 Penalty: 3825.834717
	Iteration 100F: 3 clusters Score -1.529511e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69529 members 
Mstep: Class 2 contains 60018 members 
Entering Unmasked Estep 
Score: -15295114.000000 Penalty: 3825.834717
	Iteration 101Q: 3 clusters Score -1.529511e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69575 members 
Mstep: Class 2 contains 59972 members 
Entering Unmasked Estep 
Score: -15295127.000000 Penalty: 3825.834717
	Iteration 102Q: 3 clusters Score -1.529513e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69598 members 
Mstep: Class 2 contains 59949 members 
Entering Unmasked Estep 
Score: -15295133.000000 Penalty: 3825.834717
	Iteration 103Q: 3 clusters Score -1.529513e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69618 members 
Mstep: Class 2 contains 59929 members 
Entering Unmasked Estep 
Score: -15295129.000000 Penalty: 3825.834717
	Iteration 104Q: 3 clusters Score -1.529513e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69644 members 
Mstep: Class 2 contains 59903 members 
Entering Unmasked Estep 
Score: -15295127.000000 Penalty: 3825.834717
	Iteration 105Q: 3 clusters Score -1.529513e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69690 members 
Mstep: Class 2 contains 59857 members 
Entering Unmasked Estep 
Score: -15295131.000000 Penalty: 3825.834717
	Iteration 106Q: 3 clusters Score -1.529513e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69725 members 
Mstep: Class 2 contains 59822 members 
Entering Unmasked Estep 
Score: -15295117.000000 Penalty: 3825.834717
	Iteration 107Q: 3 clusters Score -1.529512e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69750 members 
Mstep: Class 2 contains 59797 members 
Entering Unmasked Estep 
Score: -15295136.000000 Penalty: 3825.834717
	Iteration 108Q: 3 clusters Score -1.529514e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69761 members 
Mstep: Class 2 contains 59786 members 
Entering Unmasked Estep 
Score: -15295137.000000 Penalty: 3825.834717
	Iteration 109Q: 3 clusters Score -1.529514e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69783 members 
Mstep: Class 2 contains 59764 members 
Entering Unmasked Estep 
Score: -15295147.000000 Penalty: 3825.834717
	Iteration 110Q: 3 clusters Score -1.529515e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69814 members 
Mstep: Class 2 contains 59733 members 
Entering Unmasked Estep 
Score: -15295143.000000 Penalty: 3825.834717
	Iteration 111Q: 3 clusters Score -1.529514e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69852 members 
Mstep: Class 2 contains 59695 members 
Entering Unmasked Estep 
Score: -15295162.000000 Penalty: 3825.834717
	Iteration 112Q: 3 clusters Score -1.529516e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69889 members 
Mstep: Class 2 contains 59658 members 
Entering Unmasked Estep 
Score: -15295160.000000 Penalty: 3825.834717
	Iteration 113Q: 3 clusters Score -1.529516e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69919 members 
Mstep: Class 2 contains 59628 members 
Entering Unmasked Estep 
Score: -15295140.000000 Penalty: 3825.834717
	Iteration 114Q: 3 clusters Score -1.529514e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69945 members 
Mstep: Class 2 contains 59602 members 
Entering Unmasked Estep 
Score: -15295142.000000 Penalty: 3825.834717
	Iteration 115Q: 3 clusters Score -1.529514e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69964 members 
Mstep: Class 2 contains 59583 members 
Entering Unmasked Estep 
Score: -15295137.000000 Penalty: 3825.834717
	Iteration 116Q: 3 clusters Score -1.529514e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69967 members 
Mstep: Class 2 contains 59580 members 
Entering Unmasked Estep 
Score: -15295146.000000 Penalty: 3825.834717
	Iteration 117Q: 3 clusters Score -1.529515e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69971 members 
Mstep: Class 2 contains 59576 members 
Entering Unmasked Estep 
Score: -15295149.000000 Penalty: 3825.834717
	Iteration 118Q: 3 clusters Score -1.529515e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69975 members 
Mstep: Class 2 contains 59572 members 
Entering Unmasked Estep 
Score: -15295144.000000 Penalty: 3825.834717
	Iteration 119Q: 3 clusters Score -1.529514e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69982 members 
Mstep: Class 2 contains 59565 members 
Entering Unmasked Estep 
Score: -15295146.000000 Penalty: 3825.834717
	Iteration 120F: 3 clusters Score -1.529515e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69988 members 
Mstep: Class 2 contains 59559 members 
Entering Unmasked Estep 
Score: -15295132.000000 Penalty: 3825.834717
	Iteration 121Q: 3 clusters Score -1.529513e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69991 members 
Mstep: Class 2 contains 59556 members 
Entering Unmasked Estep 
Score: -15295128.000000 Penalty: 3825.834717
	Iteration 122Q: 3 clusters Score -1.529513e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69997 members 
Mstep: Class 2 contains 59550 members 
Entering Unmasked Estep 
Score: -15295130.000000 Penalty: 3825.834717
	Iteration 123Q: 3 clusters Score -1.529513e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70002 members 
Mstep: Class 2 contains 59545 members 
Entering Unmasked Estep 
Score: -15295123.000000 Penalty: 3825.834717
	Iteration 124Q: 3 clusters Score -1.529512e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70007 members 
Mstep: Class 2 contains 59540 members 
Entering Unmasked Estep 
Score: -15295128.000000 Penalty: 3825.834717
	Iteration 125Q: 3 clusters Score -1.529513e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70011 members 
Mstep: Class 2 contains 59536 members 
Entering Unmasked Estep 
Score: -15295124.000000 Penalty: 3825.834717
	Iteration 126Q: 3 clusters Score -1.529512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70014 members 
Mstep: Class 2 contains 59533 members 
Entering Unmasked Estep 
Score: -15295123.000000 Penalty: 3825.834717
	Iteration 127Q: 3 clusters Score -1.529512e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70019 members 
Mstep: Class 2 contains 59528 members 
Entering Unmasked Estep 
Score: -15295120.000000 Penalty: 3825.834717
	Iteration 128Q: 3 clusters Score -1.529512e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70023 members 
Mstep: Class 2 contains 59524 members 
Entering Unmasked Estep 
Score: -15295128.000000 Penalty: 3825.834717
	Iteration 129Q: 3 clusters Score -1.529513e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70026 members 
Mstep: Class 2 contains 59521 members 
Entering Unmasked Estep 
Score: -15295117.000000 Penalty: 3825.834717
	Iteration 130Q: 3 clusters Score -1.529512e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70027 members 
Mstep: Class 2 contains 59520 members 
Entering Unmasked Estep 
Score: -15295124.000000 Penalty: 3825.834717
	Iteration 131Q: 3 clusters Score -1.529512e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70028 members 
Mstep: Class 2 contains 59519 members 
Entering Unmasked Estep 
Score: -15295117.000000 Penalty: 3825.834717
	Iteration 132Q: 3 clusters Score -1.529512e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70028 members 
Mstep: Class 2 contains 59519 members 
Entering Unmasked Estep 
Score: -15295117.000000 Penalty: 3825.834717
	Iteration 133F: 3 clusters Score -1.529512e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 143752 members 
Mstep: Class 3 contains 8459 members 
Mstep: Class 4 contains 21727 members 
Mstep: Class 5 contains 644 members 
Mstep: Class 6 contains 912 members 
Mstep: Class 7 contains 101782 members 
Mstep: Class 8 contains 543 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 188583 members 
Mstep: Class 11 contains 89167 members 
Mstep: Class 12 contains 35714 members 
Mstep: Class 13 contains 71210 members 
Mstep: Class 14 contains 106091 members 
Mstep: Class 15 contains 4959 members 
Mstep: Class 16 contains 47826 members 
Mstep: Class 17 contains 11234 members 
Mstep: Class 18 contains 6304 members 
Mstep: Class 19 contains 26340 members 
Mstep: Class 20 contains 1624 members 
Mstep: Class 21 contains 30465 members 
Mstep: Class 22 contains 70028 members 
Mstep: Class 23 contains 119269 members 
Mstep: Class 24 contains 96598 members 
Mstep: Class 25 contains 803 members 
Mstep: Class 26 contains 1792 members 
Mstep: Class 27 contains 799 members 
Mstep: Class 28 contains 12331 members 
Mstep: Class 29 contains 152307 members 
Mstep: Class 30 contains 3425 members 
Mstep: Class 31 contains 114169 members 
Mstep: Class 32 contains 4802 members 
Mstep: Class 33 contains 641 members 
Mstep: Class 34 contains 99598 members 
Mstep: Class 35 contains 88462 members 
Mstep: Class 36 contains 59519 members 
Entering Unmasked Estep 
Score: -194556416.000000 Penalty: 84003.132812
Splitting cluster 22 changes total score from -194541568.000000 to -194556416.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 23 (119269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119269 members 
Entering Unmasked Estep 
Score: -13989719.000000 Penalty: 1899.484741
	Iteration 0F: 2 clusters Score -1.398972e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59745 members 
Mstep: Class 2 contains 59524 members 
Entering Unmasked Estep 
Score: -13916262.000000 Penalty: 3798.969482
	Iteration 0F: 3 clusters Score -1.391626e+07 nChanged 57236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61975 members 
Mstep: Class 2 contains 57294 members 
Entering Unmasked Estep 
Score: -13949867.000000 Penalty: 3798.969482
	Iteration 1F: 3 clusters Score -1.394987e+07 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63424 members 
Mstep: Class 2 contains 55845 members 
Entering Unmasked Estep 
Score: -13950688.000000 Penalty: 3798.969482
	Iteration 2Q: 3 clusters Score -1.395069e+07 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65658 members 
Mstep: Class 2 contains 53611 members 
Entering Unmasked Estep 
Score: -13951926.000000 Penalty: 3798.969482
	Iteration 3Q: 3 clusters Score -1.395193e+07 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69071 members 
Mstep: Class 2 contains 50198 members 
Entering Unmasked Estep 
Score: -13953976.000000 Penalty: 3798.969482
	Iteration 4Q: 3 clusters Score -1.395398e+07 nChanged 7058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74189 members 
Mstep: Class 2 contains 45080 members 
Entering Unmasked Estep 
Score: -13957984.000000 Penalty: 3798.969482
	Iteration 5F: 3 clusters Score -1.395798e+07 nChanged 8955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80884 members 
Mstep: Class 2 contains 38385 members 
Entering Unmasked Estep 
Score: -13964401.000000 Penalty: 3798.969482
	Iteration 6F: 3 clusters Score -1.39644e+07 nChanged 9750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87852 members 
Mstep: Class 2 contains 31417 members 
Entering Unmasked Estep 
Score: -13973474.000000 Penalty: 3798.969482
	Iteration 7F: 3 clusters Score -1.397347e+07 nChanged 8320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93234 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -13982885.000000 Penalty: 3798.969482
	Iteration 8F: 3 clusters Score -1.398288e+07 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95763 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -13988935.000000 Penalty: 3798.969482
	Iteration 9Q: 3 clusters Score -1.398894e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96741 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -13991300.000000 Penalty: 3798.969482
	Iteration 10Q: 3 clusters Score -1.39913e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97486 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -13992104.000000 Penalty: 3798.969482
	Iteration 11Q: 3 clusters Score -1.39921e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98087 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -13992489.000000 Penalty: 3798.969482
	Iteration 12Q: 3 clusters Score -1.399249e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98680 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -13992672.000000 Penalty: 3798.969482
	Iteration 13Q: 3 clusters Score -1.399267e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99241 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -13992851.000000 Penalty: 3798.969482
	Iteration 14Q: 3 clusters Score -1.399285e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99744 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -13992933.000000 Penalty: 3798.969482
	Iteration 15Q: 3 clusters Score -1.399293e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100142 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -13992931.000000 Penalty: 3798.969482
	Iteration 16Q: 3 clusters Score -1.399293e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100514 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -13992896.000000 Penalty: 3798.969482
	Iteration 17Q: 3 clusters Score -1.39929e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100874 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -13992807.000000 Penalty: 3798.969482
	Iteration 18Q: 3 clusters Score -1.399281e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101204 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -13992768.000000 Penalty: 3798.969482
	Iteration 19Q: 3 clusters Score -1.399277e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101528 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -13992718.000000 Penalty: 3798.969482
	Iteration 20F: 3 clusters Score -1.399272e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101820 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -13992641.000000 Penalty: 3798.969482
	Iteration 21Q: 3 clusters Score -1.399264e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102087 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -13992590.000000 Penalty: 3798.969482
	Iteration 22Q: 3 clusters Score -1.399259e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102341 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -13992542.000000 Penalty: 3798.969482
	Iteration 23Q: 3 clusters Score -1.399254e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102569 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -13992529.000000 Penalty: 3798.969482
	Iteration 24Q: 3 clusters Score -1.399253e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102778 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -13992494.000000 Penalty: 3798.969482
	Iteration 25Q: 3 clusters Score -1.399249e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102967 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -13992424.000000 Penalty: 3798.969482
	Iteration 26Q: 3 clusters Score -1.399242e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103145 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -13992389.000000 Penalty: 3798.969482
	Iteration 27Q: 3 clusters Score -1.399239e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103341 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -13992383.000000 Penalty: 3798.969482
	Iteration 28Q: 3 clusters Score -1.399238e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103524 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -13992364.000000 Penalty: 3798.969482
	Iteration 29Q: 3 clusters Score -1.399236e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103689 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -13992310.000000 Penalty: 3798.969482
	Iteration 30Q: 3 clusters Score -1.399231e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103833 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -13992290.000000 Penalty: 3798.969482
	Iteration 31Q: 3 clusters Score -1.399229e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103962 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -13992273.000000 Penalty: 3798.969482
	Iteration 32Q: 3 clusters Score -1.399227e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104098 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -13992240.000000 Penalty: 3798.969482
	Iteration 33Q: 3 clusters Score -1.399224e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104214 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -13992177.000000 Penalty: 3798.969482
	Iteration 34Q: 3 clusters Score -1.399218e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104316 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -13992169.000000 Penalty: 3798.969482
	Iteration 35Q: 3 clusters Score -1.399217e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104405 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -13992138.000000 Penalty: 3798.969482
	Iteration 36Q: 3 clusters Score -1.399214e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104500 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -13992131.000000 Penalty: 3798.969482
	Iteration 37Q: 3 clusters Score -1.399213e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104605 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -13992112.000000 Penalty: 3798.969482
	Iteration 38Q: 3 clusters Score -1.399211e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104715 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -13992080.000000 Penalty: 3798.969482
	Iteration 39Q: 3 clusters Score -1.399208e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104808 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -13992019.000000 Penalty: 3798.969482
	Iteration 40F: 3 clusters Score -1.399202e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104895 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -13992027.000000 Penalty: 3798.969482
	Iteration 41Q: 3 clusters Score -1.399203e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104997 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -13991981.000000 Penalty: 3798.969482
	Iteration 42Q: 3 clusters Score -1.399198e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105098 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -13991938.000000 Penalty: 3798.969482
	Iteration 43Q: 3 clusters Score -1.399194e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105209 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -13991914.000000 Penalty: 3798.969482
	Iteration 44Q: 3 clusters Score -1.399191e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105296 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -13991909.000000 Penalty: 3798.969482
	Iteration 45Q: 3 clusters Score -1.399191e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105364 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -13991899.000000 Penalty: 3798.969482
	Iteration 46Q: 3 clusters Score -1.39919e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105438 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -13991897.000000 Penalty: 3798.969482
	Iteration 47Q: 3 clusters Score -1.39919e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105502 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -13991879.000000 Penalty: 3798.969482
	Iteration 48Q: 3 clusters Score -1.399188e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105567 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -13991872.000000 Penalty: 3798.969482
	Iteration 49Q: 3 clusters Score -1.399187e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105641 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -13991835.000000 Penalty: 3798.969482
	Iteration 50Q: 3 clusters Score -1.399184e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105725 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -13991834.000000 Penalty: 3798.969482
	Iteration 51Q: 3 clusters Score -1.399183e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105803 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -13991835.000000 Penalty: 3798.969482
	Iteration 52Q: 3 clusters Score -1.399184e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105875 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -13991832.000000 Penalty: 3798.969482
	Iteration 53Q: 3 clusters Score -1.399183e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105960 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -13991822.000000 Penalty: 3798.969482
	Iteration 54Q: 3 clusters Score -1.399182e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106029 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -13991801.000000 Penalty: 3798.969482
	Iteration 55Q: 3 clusters Score -1.39918e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106099 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -13991772.000000 Penalty: 3798.969482
	Iteration 56Q: 3 clusters Score -1.399177e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106178 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -13991725.000000 Penalty: 3798.969482
	Iteration 57Q: 3 clusters Score -1.399172e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106273 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -13991735.000000 Penalty: 3798.969482
	Iteration 58Q: 3 clusters Score -1.399174e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106372 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -13991714.000000 Penalty: 3798.969482
	Iteration 59Q: 3 clusters Score -1.399171e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106465 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -13991699.000000 Penalty: 3798.969482
	Iteration 60F: 3 clusters Score -1.39917e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106567 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -13991688.000000 Penalty: 3798.969482
	Iteration 61Q: 3 clusters Score -1.399169e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106671 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -13991697.000000 Penalty: 3798.969482
	Iteration 62Q: 3 clusters Score -1.39917e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106778 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -13991676.000000 Penalty: 3798.969482
	Iteration 63Q: 3 clusters Score -1.399168e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106882 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -13991697.000000 Penalty: 3798.969482
	Iteration 64Q: 3 clusters Score -1.39917e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106975 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -13991665.000000 Penalty: 3798.969482
	Iteration 65Q: 3 clusters Score -1.399166e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107066 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -13991663.000000 Penalty: 3798.969482
	Iteration 66Q: 3 clusters Score -1.399166e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107165 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -13991638.000000 Penalty: 3798.969482
	Iteration 67Q: 3 clusters Score -1.399164e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107252 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -13991586.000000 Penalty: 3798.969482
	Iteration 68Q: 3 clusters Score -1.399159e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107336 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -13991590.000000 Penalty: 3798.969482
	Iteration 69Q: 3 clusters Score -1.399159e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107431 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -13991577.000000 Penalty: 3798.969482
	Iteration 70Q: 3 clusters Score -1.399158e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107508 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -13991558.000000 Penalty: 3798.969482
	Iteration 71Q: 3 clusters Score -1.399156e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107594 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -13991558.000000 Penalty: 3798.969482
	Iteration 72Q: 3 clusters Score -1.399156e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107688 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -13991570.000000 Penalty: 3798.969482
	Iteration 73Q: 3 clusters Score -1.399157e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107786 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -13991553.000000 Penalty: 3798.969482
	Iteration 74Q: 3 clusters Score -1.399155e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107873 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -13991541.000000 Penalty: 3798.969482
	Iteration 75Q: 3 clusters Score -1.399154e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107963 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -13991520.000000 Penalty: 3798.969482
	Iteration 76Q: 3 clusters Score -1.399152e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108062 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -13991518.000000 Penalty: 3798.969482
	Iteration 77Q: 3 clusters Score -1.399152e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108156 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -13991522.000000 Penalty: 3798.969482
	Iteration 78Q: 3 clusters Score -1.399152e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108253 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -13991516.000000 Penalty: 3798.969482
	Iteration 79Q: 3 clusters Score -1.399152e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108339 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -13991536.000000 Penalty: 3798.969482
	Iteration 80F: 3 clusters Score -1.399154e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108420 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -13991510.000000 Penalty: 3798.969482
	Iteration 81Q: 3 clusters Score -1.399151e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108510 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -13991481.000000 Penalty: 3798.969482
	Iteration 82Q: 3 clusters Score -1.399148e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108622 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -13991458.000000 Penalty: 3798.969482
	Iteration 83Q: 3 clusters Score -1.399146e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108737 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -13991443.000000 Penalty: 3798.969482
	Iteration 84Q: 3 clusters Score -1.399144e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108854 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -13991434.000000 Penalty: 3798.969482
	Iteration 85Q: 3 clusters Score -1.399143e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108955 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -13991454.000000 Penalty: 3798.969482
	Iteration 86Q: 3 clusters Score -1.399145e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109055 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -13991463.000000 Penalty: 3798.969482
	Iteration 87Q: 3 clusters Score -1.399146e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109156 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -13991452.000000 Penalty: 3798.969482
	Iteration 88Q: 3 clusters Score -1.399145e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109247 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -13991455.000000 Penalty: 3798.969482
	Iteration 89Q: 3 clusters Score -1.399146e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109328 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -13991460.000000 Penalty: 3798.969482
	Iteration 90Q: 3 clusters Score -1.399146e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109419 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -13991442.000000 Penalty: 3798.969482
	Iteration 91Q: 3 clusters Score -1.399144e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109514 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -13991430.000000 Penalty: 3798.969482
	Iteration 92Q: 3 clusters Score -1.399143e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109605 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -13991430.000000 Penalty: 3798.969482
	Iteration 93Q: 3 clusters Score -1.399143e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109702 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -13991420.000000 Penalty: 3798.969482
	Iteration 94Q: 3 clusters Score -1.399142e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109803 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -13991406.000000 Penalty: 3798.969482
	Iteration 95Q: 3 clusters Score -1.399141e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109892 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -13991406.000000 Penalty: 3798.969482
	Iteration 96Q: 3 clusters Score -1.399141e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109976 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -13991358.000000 Penalty: 3798.969482
	Iteration 97Q: 3 clusters Score -1.399136e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110069 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -13991348.000000 Penalty: 3798.969482
	Iteration 98Q: 3 clusters Score -1.399135e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110161 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -13991311.000000 Penalty: 3798.969482
	Iteration 99Q: 3 clusters Score -1.399131e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110245 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -13991305.000000 Penalty: 3798.969482
	Iteration 100F: 3 clusters Score -1.39913e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110332 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -13991284.000000 Penalty: 3798.969482
	Iteration 101Q: 3 clusters Score -1.399128e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110408 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -13991251.000000 Penalty: 3798.969482
	Iteration 102Q: 3 clusters Score -1.399125e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110501 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -13991248.000000 Penalty: 3798.969482
	Iteration 103Q: 3 clusters Score -1.399125e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110589 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -13991257.000000 Penalty: 3798.969482
	Iteration 104Q: 3 clusters Score -1.399126e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110659 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -13991233.000000 Penalty: 3798.969482
	Iteration 105Q: 3 clusters Score -1.399123e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110732 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -13991229.000000 Penalty: 3798.969482
	Iteration 106Q: 3 clusters Score -1.399123e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110830 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -13991233.000000 Penalty: 3798.969482
	Iteration 107Q: 3 clusters Score -1.399123e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110921 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -13991220.000000 Penalty: 3798.969482
	Iteration 108Q: 3 clusters Score -1.399122e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111011 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -13991218.000000 Penalty: 3798.969482
	Iteration 109Q: 3 clusters Score -1.399122e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111098 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -13991186.000000 Penalty: 3798.969482
	Iteration 110Q: 3 clusters Score -1.399119e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111189 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -13991174.000000 Penalty: 3798.969482
	Iteration 111Q: 3 clusters Score -1.399117e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111274 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -13991143.000000 Penalty: 3798.969482
	Iteration 112Q: 3 clusters Score -1.399114e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111357 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -13991104.000000 Penalty: 3798.969482
	Iteration 113Q: 3 clusters Score -1.39911e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111453 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -13991104.000000 Penalty: 3798.969482
	Iteration 114Q: 3 clusters Score -1.39911e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111555 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -13991021.000000 Penalty: 3798.969482
	Iteration 115Q: 3 clusters Score -1.399102e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111676 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -13990996.000000 Penalty: 3798.969482
	Iteration 116Q: 3 clusters Score -1.3991e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111793 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -13990972.000000 Penalty: 3798.969482
	Iteration 117Q: 3 clusters Score -1.399097e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111920 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -13990959.000000 Penalty: 3798.969482
	Iteration 118Q: 3 clusters Score -1.399096e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112045 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -13990916.000000 Penalty: 3798.969482
	Iteration 119Q: 3 clusters Score -1.399092e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112191 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -13990879.000000 Penalty: 3798.969482
	Iteration 120F: 3 clusters Score -1.399088e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112332 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -13990848.000000 Penalty: 3798.969482
	Iteration 121Q: 3 clusters Score -1.399085e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112479 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -13990821.000000 Penalty: 3798.969482
	Iteration 122Q: 3 clusters Score -1.399082e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112608 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -13990785.000000 Penalty: 3798.969482
	Iteration 123Q: 3 clusters Score -1.399078e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112715 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -13990738.000000 Penalty: 3798.969482
	Iteration 124Q: 3 clusters Score -1.399074e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112820 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -13990689.000000 Penalty: 3798.969482
	Iteration 125Q: 3 clusters Score -1.399069e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112910 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -13990645.000000 Penalty: 3798.969482
	Iteration 126Q: 3 clusters Score -1.399064e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113005 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -13990608.000000 Penalty: 3798.969482
	Iteration 127Q: 3 clusters Score -1.399061e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113104 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -13990583.000000 Penalty: 3798.969482
	Iteration 128Q: 3 clusters Score -1.399058e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113204 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -13990556.000000 Penalty: 3798.969482
	Iteration 129Q: 3 clusters Score -1.399056e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113293 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -13990531.000000 Penalty: 3798.969482
	Iteration 130Q: 3 clusters Score -1.399053e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113377 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -13990476.000000 Penalty: 3798.969482
	Iteration 131Q: 3 clusters Score -1.399048e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113478 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -13990478.000000 Penalty: 3798.969482
	Iteration 132Q: 3 clusters Score -1.399048e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113583 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -13990459.000000 Penalty: 3798.969482
	Iteration 133Q: 3 clusters Score -1.399046e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113669 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -13990451.000000 Penalty: 3798.969482
	Iteration 134Q: 3 clusters Score -1.399045e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113763 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -13990411.000000 Penalty: 3798.969482
	Iteration 135Q: 3 clusters Score -1.399041e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113843 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -13990405.000000 Penalty: 3798.969482
	Iteration 136Q: 3 clusters Score -1.39904e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113912 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -13990384.000000 Penalty: 3798.969482
	Iteration 137Q: 3 clusters Score -1.399038e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113979 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -13990368.000000 Penalty: 3798.969482
	Iteration 138Q: 3 clusters Score -1.399037e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114043 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -13990371.000000 Penalty: 3798.969482
	Iteration 139Q: 3 clusters Score -1.399037e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114102 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -13990346.000000 Penalty: 3798.969482
	Iteration 140F: 3 clusters Score -1.399035e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114158 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -13990345.000000 Penalty: 3798.969482
	Iteration 141Q: 3 clusters Score -1.399034e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114204 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -13990328.000000 Penalty: 3798.969482
	Iteration 142Q: 3 clusters Score -1.399033e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114254 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -13990329.000000 Penalty: 3798.969482
	Iteration 143Q: 3 clusters Score -1.399033e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114295 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -13990328.000000 Penalty: 3798.969482
	Iteration 144Q: 3 clusters Score -1.399033e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114334 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -13990315.000000 Penalty: 3798.969482
	Iteration 145Q: 3 clusters Score -1.399032e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114377 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -13990321.000000 Penalty: 3798.969482
	Iteration 146Q: 3 clusters Score -1.399032e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114413 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -13990302.000000 Penalty: 3798.969482
	Iteration 147Q: 3 clusters Score -1.39903e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114439 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -13990288.000000 Penalty: 3798.969482
	Iteration 148Q: 3 clusters Score -1.399029e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114467 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -13990279.000000 Penalty: 3798.969482
	Iteration 149Q: 3 clusters Score -1.399028e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114482 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -13990277.000000 Penalty: 3798.969482
	Iteration 150Q: 3 clusters Score -1.399028e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114499 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -13990287.000000 Penalty: 3798.969482
	Iteration 151Q: 3 clusters Score -1.399029e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114517 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -13990296.000000 Penalty: 3798.969482
	Iteration 152Q: 3 clusters Score -1.39903e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114533 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -13990287.000000 Penalty: 3798.969482
	Iteration 153Q: 3 clusters Score -1.399029e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114544 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -13990285.000000 Penalty: 3798.969482
	Iteration 154Q: 3 clusters Score -1.399028e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114558 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -13990281.000000 Penalty: 3798.969482
	Iteration 155Q: 3 clusters Score -1.399028e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114571 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -13990266.000000 Penalty: 3798.969482
	Iteration 156Q: 3 clusters Score -1.399027e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114584 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -13990267.000000 Penalty: 3798.969482
	Iteration 157Q: 3 clusters Score -1.399027e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114594 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -13990266.000000 Penalty: 3798.969482
	Iteration 158Q: 3 clusters Score -1.399027e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114603 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -13990269.000000 Penalty: 3798.969482
	Iteration 159Q: 3 clusters Score -1.399027e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114611 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -13990258.000000 Penalty: 3798.969482
	Iteration 160F: 3 clusters Score -1.399026e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114616 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -13990264.000000 Penalty: 3798.969482
	Iteration 161Q: 3 clusters Score -1.399026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114619 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -13990259.000000 Penalty: 3798.969482
	Iteration 162Q: 3 clusters Score -1.399026e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114620 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -13990259.000000 Penalty: 3798.969482
	Iteration 163Q: 3 clusters Score -1.399026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114622 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -13990258.000000 Penalty: 3798.969482
	Iteration 164Q: 3 clusters Score -1.399026e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114628 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -13990256.000000 Penalty: 3798.969482
	Iteration 165Q: 3 clusters Score -1.399026e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114635 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -13990251.000000 Penalty: 3798.969482
	Iteration 166Q: 3 clusters Score -1.399025e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114641 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -13990246.000000 Penalty: 3798.969482
	Iteration 167Q: 3 clusters Score -1.399025e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114645 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -13990248.000000 Penalty: 3798.969482
	Iteration 168Q: 3 clusters Score -1.399025e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114648 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -13990243.000000 Penalty: 3798.969482
	Iteration 169Q: 3 clusters Score -1.399024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114651 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -13990244.000000 Penalty: 3798.969482
	Iteration 170Q: 3 clusters Score -1.399024e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114656 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -13990250.000000 Penalty: 3798.969482
	Iteration 171Q: 3 clusters Score -1.399025e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114661 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -13990258.000000 Penalty: 3798.969482
	Iteration 172Q: 3 clusters Score -1.399026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114664 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -13990243.000000 Penalty: 3798.969482
	Iteration 173Q: 3 clusters Score -1.399024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114667 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -13990246.000000 Penalty: 3798.969482
	Iteration 174Q: 3 clusters Score -1.399025e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114668 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -13990249.000000 Penalty: 3798.969482
	Iteration 175Q: 3 clusters Score -1.399025e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114672 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -13990244.000000 Penalty: 3798.969482
	Iteration 176Q: 3 clusters Score -1.399024e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114676 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -13990243.000000 Penalty: 3798.969482
	Iteration 177Q: 3 clusters Score -1.399024e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114684 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -13990237.000000 Penalty: 3798.969482
	Iteration 178Q: 3 clusters Score -1.399024e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114691 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -13990230.000000 Penalty: 3798.969482
	Iteration 179Q: 3 clusters Score -1.399023e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114700 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -13990224.000000 Penalty: 3798.969482
	Iteration 180F: 3 clusters Score -1.399022e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114710 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -13990227.000000 Penalty: 3798.969482
	Iteration 181Q: 3 clusters Score -1.399023e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114725 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -13990221.000000 Penalty: 3798.969482
	Iteration 182Q: 3 clusters Score -1.399022e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114732 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -13990211.000000 Penalty: 3798.969482
	Iteration 183Q: 3 clusters Score -1.399021e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114735 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -13990211.000000 Penalty: 3798.969482
	Iteration 184Q: 3 clusters Score -1.399021e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114743 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -13990226.000000 Penalty: 3798.969482
	Iteration 185Q: 3 clusters Score -1.399023e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114754 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -13990225.000000 Penalty: 3798.969482
	Iteration 186Q: 3 clusters Score -1.399022e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114760 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -13990221.000000 Penalty: 3798.969482
	Iteration 187Q: 3 clusters Score -1.399022e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114768 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -13990229.000000 Penalty: 3798.969482
	Iteration 188Q: 3 clusters Score -1.399023e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114774 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -13990221.000000 Penalty: 3798.969482
	Iteration 189Q: 3 clusters Score -1.399022e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114781 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -13990222.000000 Penalty: 3798.969482
	Iteration 190Q: 3 clusters Score -1.399022e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114791 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -13990210.000000 Penalty: 3798.969482
	Iteration 191Q: 3 clusters Score -1.399021e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114799 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -13990201.000000 Penalty: 3798.969482
	Iteration 192Q: 3 clusters Score -1.39902e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114807 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -13990190.000000 Penalty: 3798.969482
	Iteration 193Q: 3 clusters Score -1.399019e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114811 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -13990192.000000 Penalty: 3798.969482
	Iteration 194Q: 3 clusters Score -1.399019e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114815 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -13990198.000000 Penalty: 3798.969482
	Iteration 195Q: 3 clusters Score -1.39902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114817 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -13990193.000000 Penalty: 3798.969482
	Iteration 196Q: 3 clusters Score -1.399019e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114817 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -13990193.000000 Penalty: 3798.969482
	Iteration 197F: 3 clusters Score -1.399019e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 143752 members 
Mstep: Class 3 contains 8459 members 
Mstep: Class 4 contains 21727 members 
Mstep: Class 5 contains 644 members 
Mstep: Class 6 contains 912 members 
Mstep: Class 7 contains 101782 members 
Mstep: Class 8 contains 543 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 188583 members 
Mstep: Class 11 contains 89167 members 
Mstep: Class 12 contains 35714 members 
Mstep: Class 13 contains 71210 members 
Mstep: Class 14 contains 106091 members 
Mstep: Class 15 contains 4959 members 
Mstep: Class 16 contains 47826 members 
Mstep: Class 17 contains 11234 members 
Mstep: Class 18 contains 6304 members 
Mstep: Class 19 contains 26340 members 
Mstep: Class 20 contains 1624 members 
Mstep: Class 21 contains 30465 members 
Mstep: Class 22 contains 70028 members 
Mstep: Class 23 contains 114817 members 
Mstep: Class 24 contains 96598 members 
Mstep: Class 25 contains 803 members 
Mstep: Class 26 contains 1792 members 
Mstep: Class 27 contains 799 members 
Mstep: Class 28 contains 12331 members 
Mstep: Class 29 contains 152307 members 
Mstep: Class 30 contains 3425 members 
Mstep: Class 31 contains 114169 members 
Mstep: Class 32 contains 4802 members 
Mstep: Class 33 contains 641 members 
Mstep: Class 34 contains 99598 members 
Mstep: Class 35 contains 88462 members 
Mstep: Class 36 contains 59519 members 
Mstep: Class 37 contains 4452 members 
Entering Unmasked Estep 
Score: -194556528.000000 Penalty: 86336.546875
Splitting cluster 23 changes total score from -194541568.000000 to -194556528.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 24 (96598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96598 members 
Entering Unmasked Estep 
Score: -10943380.000000 Penalty: 1865.225952
	Iteration 0F: 2 clusters Score -1.094338e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48349 members 
Mstep: Class 2 contains 48249 members 
Entering Unmasked Estep 
Score: -10879235.000000 Penalty: 3730.451904
	Iteration 0F: 3 clusters Score -1.087924e+07 nChanged 46079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48468 members 
Mstep: Class 2 contains 48130 members 
Entering Unmasked Estep 
Score: -10905849.000000 Penalty: 3730.451904
	Iteration 1F: 3 clusters Score -1.090585e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48375 members 
Mstep: Class 2 contains 48223 members 
Entering Unmasked Estep 
Score: -10906902.000000 Penalty: 3730.451904
	Iteration 2Q: 3 clusters Score -1.09069e+07 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48374 members 
Mstep: Class 2 contains 48224 members 
Entering Unmasked Estep 
Score: -10908243.000000 Penalty: 3730.451904
	Iteration 3Q: 3 clusters Score -1.090824e+07 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48496 members 
Mstep: Class 2 contains 48102 members 
Entering Unmasked Estep 
Score: -10909987.000000 Penalty: 3730.451904
	Iteration 4Q: 3 clusters Score -1.090999e+07 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48900 members 
Mstep: Class 2 contains 47698 members 
Entering Unmasked Estep 
Score: -10912624.000000 Penalty: 3730.451904
	Iteration 5F: 3 clusters Score -1.091262e+07 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49675 members 
Mstep: Class 2 contains 46923 members 
Entering Unmasked Estep 
Score: -10916037.000000 Penalty: 3730.451904
	Iteration 6F: 3 clusters Score -1.091604e+07 nChanged 6158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50733 members 
Mstep: Class 2 contains 45865 members 
Entering Unmasked Estep 
Score: -10920197.000000 Penalty: 3730.451904
	Iteration 7F: 3 clusters Score -1.09202e+07 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51879 members 
Mstep: Class 2 contains 44719 members 
Entering Unmasked Estep 
Score: -10924386.000000 Penalty: 3730.451904
	Iteration 8F: 3 clusters Score -1.092439e+07 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52911 members 
Mstep: Class 2 contains 43687 members 
Entering Unmasked Estep 
Score: -10927437.000000 Penalty: 3730.451904
	Iteration 9F: 3 clusters Score -1.092744e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53630 members 
Mstep: Class 2 contains 42968 members 
Entering Unmasked Estep 
Score: -10928907.000000 Penalty: 3730.451904
	Iteration 10Q: 3 clusters Score -1.092891e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54258 members 
Mstep: Class 2 contains 42340 members 
Entering Unmasked Estep 
Score: -10929583.000000 Penalty: 3730.451904
	Iteration 11Q: 3 clusters Score -1.092958e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54920 members 
Mstep: Class 2 contains 41678 members 
Entering Unmasked Estep 
Score: -10930189.000000 Penalty: 3730.451904
	Iteration 12Q: 3 clusters Score -1.093019e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55571 members 
Mstep: Class 2 contains 41027 members 
Entering Unmasked Estep 
Score: -10930660.000000 Penalty: 3730.451904
	Iteration 13Q: 3 clusters Score -1.093066e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56243 members 
Mstep: Class 2 contains 40355 members 
Entering Unmasked Estep 
Score: -10931210.000000 Penalty: 3730.451904
	Iteration 14Q: 3 clusters Score -1.093121e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56916 members 
Mstep: Class 2 contains 39682 members 
Entering Unmasked Estep 
Score: -10931802.000000 Penalty: 3730.451904
	Iteration 15Q: 3 clusters Score -1.09318e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57582 members 
Mstep: Class 2 contains 39016 members 
Entering Unmasked Estep 
Score: -10932347.000000 Penalty: 3730.451904
	Iteration 16Q: 3 clusters Score -1.093235e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58257 members 
Mstep: Class 2 contains 38341 members 
Entering Unmasked Estep 
Score: -10932944.000000 Penalty: 3730.451904
	Iteration 17Q: 3 clusters Score -1.093294e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58902 members 
Mstep: Class 2 contains 37696 members 
Entering Unmasked Estep 
Score: -10933499.000000 Penalty: 3730.451904
	Iteration 18Q: 3 clusters Score -1.09335e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59482 members 
Mstep: Class 2 contains 37116 members 
Entering Unmasked Estep 
Score: -10933974.000000 Penalty: 3730.451904
	Iteration 19Q: 3 clusters Score -1.093397e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59973 members 
Mstep: Class 2 contains 36625 members 
Entering Unmasked Estep 
Score: -10934463.000000 Penalty: 3730.451904
	Iteration 20F: 3 clusters Score -1.093446e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60394 members 
Mstep: Class 2 contains 36204 members 
Entering Unmasked Estep 
Score: -10934869.000000 Penalty: 3730.451904
	Iteration 21Q: 3 clusters Score -1.093487e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60712 members 
Mstep: Class 2 contains 35886 members 
Entering Unmasked Estep 
Score: -10935309.000000 Penalty: 3730.451904
	Iteration 22Q: 3 clusters Score -1.093531e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60993 members 
Mstep: Class 2 contains 35605 members 
Entering Unmasked Estep 
Score: -10935702.000000 Penalty: 3730.451904
	Iteration 23Q: 3 clusters Score -1.09357e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61209 members 
Mstep: Class 2 contains 35389 members 
Entering Unmasked Estep 
Score: -10935957.000000 Penalty: 3730.451904
	Iteration 24Q: 3 clusters Score -1.093596e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61274 members 
Mstep: Class 2 contains 35324 members 
Entering Unmasked Estep 
Score: -10936195.000000 Penalty: 3730.451904
	Iteration 25Q: 3 clusters Score -1.09362e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61313 members 
Mstep: Class 2 contains 35285 members 
Entering Unmasked Estep 
Score: -10936403.000000 Penalty: 3730.451904
	Iteration 26Q: 3 clusters Score -1.09364e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61275 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -10936597.000000 Penalty: 3730.451904
	Iteration 27Q: 3 clusters Score -1.09366e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61250 members 
Mstep: Class 2 contains 35348 members 
Entering Unmasked Estep 
Score: -10936676.000000 Penalty: 3730.451904
	Iteration 28Q: 3 clusters Score -1.093668e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61236 members 
Mstep: Class 2 contains 35362 members 
Entering Unmasked Estep 
Score: -10936759.000000 Penalty: 3730.451904
	Iteration 29Q: 3 clusters Score -1.093676e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61208 members 
Mstep: Class 2 contains 35390 members 
Entering Unmasked Estep 
Score: -10936811.000000 Penalty: 3730.451904
	Iteration 30Q: 3 clusters Score -1.093681e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61177 members 
Mstep: Class 2 contains 35421 members 
Entering Unmasked Estep 
Score: -10936899.000000 Penalty: 3730.451904
	Iteration 31Q: 3 clusters Score -1.09369e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61142 members 
Mstep: Class 2 contains 35456 members 
Entering Unmasked Estep 
Score: -10936974.000000 Penalty: 3730.451904
	Iteration 32Q: 3 clusters Score -1.093697e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61075 members 
Mstep: Class 2 contains 35523 members 
Entering Unmasked Estep 
Score: -10936970.000000 Penalty: 3730.451904
	Iteration 33Q: 3 clusters Score -1.093697e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61002 members 
Mstep: Class 2 contains 35596 members 
Entering Unmasked Estep 
Score: -10936993.000000 Penalty: 3730.451904
	Iteration 34Q: 3 clusters Score -1.093699e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60909 members 
Mstep: Class 2 contains 35689 members 
Entering Unmasked Estep 
Score: -10936988.000000 Penalty: 3730.451904
	Iteration 35Q: 3 clusters Score -1.093699e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60779 members 
Mstep: Class 2 contains 35819 members 
Entering Unmasked Estep 
Score: -10937007.000000 Penalty: 3730.451904
	Iteration 36Q: 3 clusters Score -1.093701e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60666 members 
Mstep: Class 2 contains 35932 members 
Entering Unmasked Estep 
Score: -10937028.000000 Penalty: 3730.451904
	Iteration 37Q: 3 clusters Score -1.093703e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60552 members 
Mstep: Class 2 contains 36046 members 
Entering Unmasked Estep 
Score: -10937062.000000 Penalty: 3730.451904
	Iteration 38Q: 3 clusters Score -1.093706e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60454 members 
Mstep: Class 2 contains 36144 members 
Entering Unmasked Estep 
Score: -10937075.000000 Penalty: 3730.451904
	Iteration 39Q: 3 clusters Score -1.093708e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60370 members 
Mstep: Class 2 contains 36228 members 
Entering Unmasked Estep 
Score: -10937080.000000 Penalty: 3730.451904
	Iteration 40F: 3 clusters Score -1.093708e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60272 members 
Mstep: Class 2 contains 36326 members 
Entering Unmasked Estep 
Score: -10937099.000000 Penalty: 3730.451904
	Iteration 41Q: 3 clusters Score -1.09371e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60194 members 
Mstep: Class 2 contains 36404 members 
Entering Unmasked Estep 
Score: -10937106.000000 Penalty: 3730.451904
	Iteration 42Q: 3 clusters Score -1.093711e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60094 members 
Mstep: Class 2 contains 36504 members 
Entering Unmasked Estep 
Score: -10937128.000000 Penalty: 3730.451904
	Iteration 43Q: 3 clusters Score -1.093713e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59984 members 
Mstep: Class 2 contains 36614 members 
Entering Unmasked Estep 
Score: -10937136.000000 Penalty: 3730.451904
	Iteration 44Q: 3 clusters Score -1.093714e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59888 members 
Mstep: Class 2 contains 36710 members 
Entering Unmasked Estep 
Score: -10937161.000000 Penalty: 3730.451904
	Iteration 45Q: 3 clusters Score -1.093716e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59790 members 
Mstep: Class 2 contains 36808 members 
Entering Unmasked Estep 
Score: -10937162.000000 Penalty: 3730.451904
	Iteration 46Q: 3 clusters Score -1.093716e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59676 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -10937111.000000 Penalty: 3730.451904
	Iteration 47Q: 3 clusters Score -1.093711e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59544 members 
Mstep: Class 2 contains 37054 members 
Entering Unmasked Estep 
Score: -10937115.000000 Penalty: 3730.451904
	Iteration 48Q: 3 clusters Score -1.093712e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59423 members 
Mstep: Class 2 contains 37175 members 
Entering Unmasked Estep 
Score: -10937119.000000 Penalty: 3730.451904
	Iteration 49Q: 3 clusters Score -1.093712e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59296 members 
Mstep: Class 2 contains 37302 members 
Entering Unmasked Estep 
Score: -10937165.000000 Penalty: 3730.451904
	Iteration 50Q: 3 clusters Score -1.093716e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59185 members 
Mstep: Class 2 contains 37413 members 
Entering Unmasked Estep 
Score: -10937171.000000 Penalty: 3730.451904
	Iteration 51Q: 3 clusters Score -1.093717e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59098 members 
Mstep: Class 2 contains 37500 members 
Entering Unmasked Estep 
Score: -10937163.000000 Penalty: 3730.451904
	Iteration 52Q: 3 clusters Score -1.093716e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58981 members 
Mstep: Class 2 contains 37617 members 
Entering Unmasked Estep 
Score: -10937159.000000 Penalty: 3730.451904
	Iteration 53Q: 3 clusters Score -1.093716e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58877 members 
Mstep: Class 2 contains 37721 members 
Entering Unmasked Estep 
Score: -10937212.000000 Penalty: 3730.451904
	Iteration 54Q: 3 clusters Score -1.093721e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58759 members 
Mstep: Class 2 contains 37839 members 
Entering Unmasked Estep 
Score: -10937229.000000 Penalty: 3730.451904
	Iteration 55Q: 3 clusters Score -1.093723e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58654 members 
Mstep: Class 2 contains 37944 members 
Entering Unmasked Estep 
Score: -10937238.000000 Penalty: 3730.451904
	Iteration 56Q: 3 clusters Score -1.093724e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58534 members 
Mstep: Class 2 contains 38064 members 
Entering Unmasked Estep 
Score: -10937211.000000 Penalty: 3730.451904
	Iteration 57Q: 3 clusters Score -1.093721e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58396 members 
Mstep: Class 2 contains 38202 members 
Entering Unmasked Estep 
Score: -10937206.000000 Penalty: 3730.451904
	Iteration 58Q: 3 clusters Score -1.093721e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58266 members 
Mstep: Class 2 contains 38332 members 
Entering Unmasked Estep 
Score: -10937210.000000 Penalty: 3730.451904
	Iteration 59Q: 3 clusters Score -1.093721e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58136 members 
Mstep: Class 2 contains 38462 members 
Entering Unmasked Estep 
Score: -10937246.000000 Penalty: 3730.451904
	Iteration 60F: 3 clusters Score -1.093725e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57998 members 
Mstep: Class 2 contains 38600 members 
Entering Unmasked Estep 
Score: -10937263.000000 Penalty: 3730.451904
	Iteration 61Q: 3 clusters Score -1.093726e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57874 members 
Mstep: Class 2 contains 38724 members 
Entering Unmasked Estep 
Score: -10937282.000000 Penalty: 3730.451904
	Iteration 62Q: 3 clusters Score -1.093728e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57756 members 
Mstep: Class 2 contains 38842 members 
Entering Unmasked Estep 
Score: -10937291.000000 Penalty: 3730.451904
	Iteration 63Q: 3 clusters Score -1.093729e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57633 members 
Mstep: Class 2 contains 38965 members 
Entering Unmasked Estep 
Score: -10937283.000000 Penalty: 3730.451904
	Iteration 64Q: 3 clusters Score -1.093728e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57513 members 
Mstep: Class 2 contains 39085 members 
Entering Unmasked Estep 
Score: -10937277.000000 Penalty: 3730.451904
	Iteration 65Q: 3 clusters Score -1.093728e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57406 members 
Mstep: Class 2 contains 39192 members 
Entering Unmasked Estep 
Score: -10937280.000000 Penalty: 3730.451904
	Iteration 66Q: 3 clusters Score -1.093728e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57300 members 
Mstep: Class 2 contains 39298 members 
Entering Unmasked Estep 
Score: -10937269.000000 Penalty: 3730.451904
	Iteration 67Q: 3 clusters Score -1.093727e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57194 members 
Mstep: Class 2 contains 39404 members 
Entering Unmasked Estep 
Score: -10937263.000000 Penalty: 3730.451904
	Iteration 68Q: 3 clusters Score -1.093726e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57088 members 
Mstep: Class 2 contains 39510 members 
Entering Unmasked Estep 
Score: -10937314.000000 Penalty: 3730.451904
	Iteration 69Q: 3 clusters Score -1.093731e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56989 members 
Mstep: Class 2 contains 39609 members 
Entering Unmasked Estep 
Score: -10937319.000000 Penalty: 3730.451904
	Iteration 70Q: 3 clusters Score -1.093732e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56905 members 
Mstep: Class 2 contains 39693 members 
Entering Unmasked Estep 
Score: -10937326.000000 Penalty: 3730.451904
	Iteration 71Q: 3 clusters Score -1.093733e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56812 members 
Mstep: Class 2 contains 39786 members 
Entering Unmasked Estep 
Score: -10937339.000000 Penalty: 3730.451904
	Iteration 72Q: 3 clusters Score -1.093734e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56731 members 
Mstep: Class 2 contains 39867 members 
Entering Unmasked Estep 
Score: -10937325.000000 Penalty: 3730.451904
	Iteration 73Q: 3 clusters Score -1.093732e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56650 members 
Mstep: Class 2 contains 39948 members 
Entering Unmasked Estep 
Score: -10937350.000000 Penalty: 3730.451904
	Iteration 74Q: 3 clusters Score -1.093735e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56556 members 
Mstep: Class 2 contains 40042 members 
Entering Unmasked Estep 
Score: -10937390.000000 Penalty: 3730.451904
	Iteration 75Q: 3 clusters Score -1.093739e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56461 members 
Mstep: Class 2 contains 40137 members 
Entering Unmasked Estep 
Score: -10937446.000000 Penalty: 3730.451904
	Iteration 76Q: 3 clusters Score -1.093745e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56356 members 
Mstep: Class 2 contains 40242 members 
Entering Unmasked Estep 
Score: -10937445.000000 Penalty: 3730.451904
	Iteration 77Q: 3 clusters Score -1.093744e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56237 members 
Mstep: Class 2 contains 40361 members 
Entering Unmasked Estep 
Score: -10937453.000000 Penalty: 3730.451904
	Iteration 78Q: 3 clusters Score -1.093745e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56131 members 
Mstep: Class 2 contains 40467 members 
Entering Unmasked Estep 
Score: -10937447.000000 Penalty: 3730.451904
	Iteration 79Q: 3 clusters Score -1.093745e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56026 members 
Mstep: Class 2 contains 40572 members 
Entering Unmasked Estep 
Score: -10937450.000000 Penalty: 3730.451904
	Iteration 80F: 3 clusters Score -1.093745e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55897 members 
Mstep: Class 2 contains 40701 members 
Entering Unmasked Estep 
Score: -10937431.000000 Penalty: 3730.451904
	Iteration 81Q: 3 clusters Score -1.093743e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55760 members 
Mstep: Class 2 contains 40838 members 
Entering Unmasked Estep 
Score: -10937444.000000 Penalty: 3730.451904
	Iteration 82Q: 3 clusters Score -1.093744e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55640 members 
Mstep: Class 2 contains 40958 members 
Entering Unmasked Estep 
Score: -10937469.000000 Penalty: 3730.451904
	Iteration 83Q: 3 clusters Score -1.093747e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55525 members 
Mstep: Class 2 contains 41073 members 
Entering Unmasked Estep 
Score: -10937436.000000 Penalty: 3730.451904
	Iteration 84Q: 3 clusters Score -1.093744e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55395 members 
Mstep: Class 2 contains 41203 members 
Entering Unmasked Estep 
Score: -10937433.000000 Penalty: 3730.451904
	Iteration 85Q: 3 clusters Score -1.093743e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55273 members 
Mstep: Class 2 contains 41325 members 
Entering Unmasked Estep 
Score: -10937438.000000 Penalty: 3730.451904
	Iteration 86Q: 3 clusters Score -1.093744e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55172 members 
Mstep: Class 2 contains 41426 members 
Entering Unmasked Estep 
Score: -10937458.000000 Penalty: 3730.451904
	Iteration 87Q: 3 clusters Score -1.093746e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55082 members 
Mstep: Class 2 contains 41516 members 
Entering Unmasked Estep 
Score: -10937489.000000 Penalty: 3730.451904
	Iteration 88Q: 3 clusters Score -1.093749e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54994 members 
Mstep: Class 2 contains 41604 members 
Entering Unmasked Estep 
Score: -10937496.000000 Penalty: 3730.451904
	Iteration 89Q: 3 clusters Score -1.09375e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54919 members 
Mstep: Class 2 contains 41679 members 
Entering Unmasked Estep 
Score: -10937485.000000 Penalty: 3730.451904
	Iteration 90Q: 3 clusters Score -1.093748e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54851 members 
Mstep: Class 2 contains 41747 members 
Entering Unmasked Estep 
Score: -10937484.000000 Penalty: 3730.451904
	Iteration 91Q: 3 clusters Score -1.093748e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54785 members 
Mstep: Class 2 contains 41813 members 
Entering Unmasked Estep 
Score: -10937487.000000 Penalty: 3730.451904
	Iteration 92Q: 3 clusters Score -1.093749e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54714 members 
Mstep: Class 2 contains 41884 members 
Entering Unmasked Estep 
Score: -10937503.000000 Penalty: 3730.451904
	Iteration 93Q: 3 clusters Score -1.09375e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54653 members 
Mstep: Class 2 contains 41945 members 
Entering Unmasked Estep 
Score: -10937505.000000 Penalty: 3730.451904
	Iteration 94Q: 3 clusters Score -1.09375e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54579 members 
Mstep: Class 2 contains 42019 members 
Entering Unmasked Estep 
Score: -10937494.000000 Penalty: 3730.451904
	Iteration 95Q: 3 clusters Score -1.093749e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54524 members 
Mstep: Class 2 contains 42074 members 
Entering Unmasked Estep 
Score: -10937491.000000 Penalty: 3730.451904
	Iteration 96Q: 3 clusters Score -1.093749e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54470 members 
Mstep: Class 2 contains 42128 members 
Entering Unmasked Estep 
Score: -10937513.000000 Penalty: 3730.451904
	Iteration 97Q: 3 clusters Score -1.093751e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54418 members 
Mstep: Class 2 contains 42180 members 
Entering Unmasked Estep 
Score: -10937511.000000 Penalty: 3730.451904
	Iteration 98Q: 3 clusters Score -1.093751e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54372 members 
Mstep: Class 2 contains 42226 members 
Entering Unmasked Estep 
Score: -10937519.000000 Penalty: 3730.451904
	Iteration 99Q: 3 clusters Score -1.093752e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54329 members 
Mstep: Class 2 contains 42269 members 
Entering Unmasked Estep 
Score: -10937535.000000 Penalty: 3730.451904
	Iteration 100F: 3 clusters Score -1.093754e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54295 members 
Mstep: Class 2 contains 42303 members 
Entering Unmasked Estep 
Score: -10937543.000000 Penalty: 3730.451904
	Iteration 101Q: 3 clusters Score -1.093754e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54267 members 
Mstep: Class 2 contains 42331 members 
Entering Unmasked Estep 
Score: -10937558.000000 Penalty: 3730.451904
	Iteration 102Q: 3 clusters Score -1.093756e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54235 members 
Mstep: Class 2 contains 42363 members 
Entering Unmasked Estep 
Score: -10937586.000000 Penalty: 3730.451904
	Iteration 103Q: 3 clusters Score -1.093759e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54209 members 
Mstep: Class 2 contains 42389 members 
Entering Unmasked Estep 
Score: -10937575.000000 Penalty: 3730.451904
	Iteration 104Q: 3 clusters Score -1.093758e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54178 members 
Mstep: Class 2 contains 42420 members 
Entering Unmasked Estep 
Score: -10937588.000000 Penalty: 3730.451904
	Iteration 105Q: 3 clusters Score -1.093759e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54148 members 
Mstep: Class 2 contains 42450 members 
Entering Unmasked Estep 
Score: -10937591.000000 Penalty: 3730.451904
	Iteration 106Q: 3 clusters Score -1.093759e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54127 members 
Mstep: Class 2 contains 42471 members 
Entering Unmasked Estep 
Score: -10937569.000000 Penalty: 3730.451904
	Iteration 107Q: 3 clusters Score -1.093757e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54101 members 
Mstep: Class 2 contains 42497 members 
Entering Unmasked Estep 
Score: -10937577.000000 Penalty: 3730.451904
	Iteration 108Q: 3 clusters Score -1.093758e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54069 members 
Mstep: Class 2 contains 42529 members 
Entering Unmasked Estep 
Score: -10937578.000000 Penalty: 3730.451904
	Iteration 109Q: 3 clusters Score -1.093758e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54057 members 
Mstep: Class 2 contains 42541 members 
Entering Unmasked Estep 
Score: -10937584.000000 Penalty: 3730.451904
	Iteration 110Q: 3 clusters Score -1.093758e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54037 members 
Mstep: Class 2 contains 42561 members 
Entering Unmasked Estep 
Score: -10937572.000000 Penalty: 3730.451904
	Iteration 111Q: 3 clusters Score -1.093757e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54018 members 
Mstep: Class 2 contains 42580 members 
Entering Unmasked Estep 
Score: -10937577.000000 Penalty: 3730.451904
	Iteration 112Q: 3 clusters Score -1.093758e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53994 members 
Mstep: Class 2 contains 42604 members 
Entering Unmasked Estep 
Score: -10937580.000000 Penalty: 3730.451904
	Iteration 113Q: 3 clusters Score -1.093758e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53961 members 
Mstep: Class 2 contains 42637 members 
Entering Unmasked Estep 
Score: -10937579.000000 Penalty: 3730.451904
	Iteration 114Q: 3 clusters Score -1.093758e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53927 members 
Mstep: Class 2 contains 42671 members 
Entering Unmasked Estep 
Score: -10937606.000000 Penalty: 3730.451904
	Iteration 115Q: 3 clusters Score -1.093761e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53894 members 
Mstep: Class 2 contains 42704 members 
Entering Unmasked Estep 
Score: -10937619.000000 Penalty: 3730.451904
	Iteration 116Q: 3 clusters Score -1.093762e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53866 members 
Mstep: Class 2 contains 42732 members 
Entering Unmasked Estep 
Score: -10937610.000000 Penalty: 3730.451904
	Iteration 117Q: 3 clusters Score -1.093761e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53837 members 
Mstep: Class 2 contains 42761 members 
Entering Unmasked Estep 
Score: -10937615.000000 Penalty: 3730.451904
	Iteration 118Q: 3 clusters Score -1.093762e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53804 members 
Mstep: Class 2 contains 42794 members 
Entering Unmasked Estep 
Score: -10937643.000000 Penalty: 3730.451904
	Iteration 119Q: 3 clusters Score -1.093764e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53765 members 
Mstep: Class 2 contains 42833 members 
Entering Unmasked Estep 
Score: -10937631.000000 Penalty: 3730.451904
	Iteration 120F: 3 clusters Score -1.093763e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53737 members 
Mstep: Class 2 contains 42861 members 
Entering Unmasked Estep 
Score: -10937641.000000 Penalty: 3730.451904
	Iteration 121Q: 3 clusters Score -1.093764e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53700 members 
Mstep: Class 2 contains 42898 members 
Entering Unmasked Estep 
Score: -10937650.000000 Penalty: 3730.451904
	Iteration 122Q: 3 clusters Score -1.093765e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53669 members 
Mstep: Class 2 contains 42929 members 
Entering Unmasked Estep 
Score: -10937625.000000 Penalty: 3730.451904
	Iteration 123Q: 3 clusters Score -1.093762e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53628 members 
Mstep: Class 2 contains 42970 members 
Entering Unmasked Estep 
Score: -10937629.000000 Penalty: 3730.451904
	Iteration 124Q: 3 clusters Score -1.093763e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53585 members 
Mstep: Class 2 contains 43013 members 
Entering Unmasked Estep 
Score: -10937625.000000 Penalty: 3730.451904
	Iteration 125Q: 3 clusters Score -1.093762e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53528 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -10937624.000000 Penalty: 3730.451904
	Iteration 126Q: 3 clusters Score -1.093762e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53470 members 
Mstep: Class 2 contains 43128 members 
Entering Unmasked Estep 
Score: -10937611.000000 Penalty: 3730.451904
	Iteration 127Q: 3 clusters Score -1.093761e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53426 members 
Mstep: Class 2 contains 43172 members 
Entering Unmasked Estep 
Score: -10937609.000000 Penalty: 3730.451904
	Iteration 128Q: 3 clusters Score -1.093761e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53383 members 
Mstep: Class 2 contains 43215 members 
Entering Unmasked Estep 
Score: -10937599.000000 Penalty: 3730.451904
	Iteration 129Q: 3 clusters Score -1.09376e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53341 members 
Mstep: Class 2 contains 43257 members 
Entering Unmasked Estep 
Score: -10937604.000000 Penalty: 3730.451904
	Iteration 130Q: 3 clusters Score -1.09376e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53296 members 
Mstep: Class 2 contains 43302 members 
Entering Unmasked Estep 
Score: -10937657.000000 Penalty: 3730.451904
	Iteration 131Q: 3 clusters Score -1.093766e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53265 members 
Mstep: Class 2 contains 43333 members 
Entering Unmasked Estep 
Score: -10937642.000000 Penalty: 3730.451904
	Iteration 132Q: 3 clusters Score -1.093764e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53238 members 
Mstep: Class 2 contains 43360 members 
Entering Unmasked Estep 
Score: -10937674.000000 Penalty: 3730.451904
	Iteration 133Q: 3 clusters Score -1.093767e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53221 members 
Mstep: Class 2 contains 43377 members 
Entering Unmasked Estep 
Score: -10937676.000000 Penalty: 3730.451904
	Iteration 134Q: 3 clusters Score -1.093768e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53204 members 
Mstep: Class 2 contains 43394 members 
Entering Unmasked Estep 
Score: -10937689.000000 Penalty: 3730.451904
	Iteration 135Q: 3 clusters Score -1.093769e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53171 members 
Mstep: Class 2 contains 43427 members 
Entering Unmasked Estep 
Score: -10937675.000000 Penalty: 3730.451904
	Iteration 136Q: 3 clusters Score -1.093768e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53150 members 
Mstep: Class 2 contains 43448 members 
Entering Unmasked Estep 
Score: -10937667.000000 Penalty: 3730.451904
	Iteration 137Q: 3 clusters Score -1.093767e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53126 members 
Mstep: Class 2 contains 43472 members 
Entering Unmasked Estep 
Score: -10937665.000000 Penalty: 3730.451904
	Iteration 138Q: 3 clusters Score -1.093766e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53097 members 
Mstep: Class 2 contains 43501 members 
Entering Unmasked Estep 
Score: -10937663.000000 Penalty: 3730.451904
	Iteration 139Q: 3 clusters Score -1.093766e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53084 members 
Mstep: Class 2 contains 43514 members 
Entering Unmasked Estep 
Score: -10937666.000000 Penalty: 3730.451904
	Iteration 140F: 3 clusters Score -1.093767e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53064 members 
Mstep: Class 2 contains 43534 members 
Entering Unmasked Estep 
Score: -10937668.000000 Penalty: 3730.451904
	Iteration 141Q: 3 clusters Score -1.093767e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53053 members 
Mstep: Class 2 contains 43545 members 
Entering Unmasked Estep 
Score: -10937666.000000 Penalty: 3730.451904
	Iteration 142Q: 3 clusters Score -1.093767e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53043 members 
Mstep: Class 2 contains 43555 members 
Entering Unmasked Estep 
Score: -10937664.000000 Penalty: 3730.451904
	Iteration 143Q: 3 clusters Score -1.093766e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53032 members 
Mstep: Class 2 contains 43566 members 
Entering Unmasked Estep 
Score: -10937657.000000 Penalty: 3730.451904
	Iteration 144Q: 3 clusters Score -1.093766e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53023 members 
Mstep: Class 2 contains 43575 members 
Entering Unmasked Estep 
Score: -10937670.000000 Penalty: 3730.451904
	Iteration 145Q: 3 clusters Score -1.093767e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53006 members 
Mstep: Class 2 contains 43592 members 
Entering Unmasked Estep 
Score: -10937671.000000 Penalty: 3730.451904
	Iteration 146Q: 3 clusters Score -1.093767e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52992 members 
Mstep: Class 2 contains 43606 members 
Entering Unmasked Estep 
Score: -10937667.000000 Penalty: 3730.451904
	Iteration 147Q: 3 clusters Score -1.093767e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52973 members 
Mstep: Class 2 contains 43625 members 
Entering Unmasked Estep 
Score: -10937664.000000 Penalty: 3730.451904
	Iteration 148Q: 3 clusters Score -1.093766e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52958 members 
Mstep: Class 2 contains 43640 members 
Entering Unmasked Estep 
Score: -10937665.000000 Penalty: 3730.451904
	Iteration 149Q: 3 clusters Score -1.093766e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52934 members 
Mstep: Class 2 contains 43664 members 
Entering Unmasked Estep 
Score: -10937658.000000 Penalty: 3730.451904
	Iteration 150Q: 3 clusters Score -1.093766e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52922 members 
Mstep: Class 2 contains 43676 members 
Entering Unmasked Estep 
Score: -10937664.000000 Penalty: 3730.451904
	Iteration 151Q: 3 clusters Score -1.093766e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52906 members 
Mstep: Class 2 contains 43692 members 
Entering Unmasked Estep 
Score: -10937679.000000 Penalty: 3730.451904
	Iteration 152Q: 3 clusters Score -1.093768e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52893 members 
Mstep: Class 2 contains 43705 members 
Entering Unmasked Estep 
Score: -10937662.000000 Penalty: 3730.451904
	Iteration 153Q: 3 clusters Score -1.093766e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52873 members 
Mstep: Class 2 contains 43725 members 
Entering Unmasked Estep 
Score: -10937663.000000 Penalty: 3730.451904
	Iteration 154Q: 3 clusters Score -1.093766e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52852 members 
Mstep: Class 2 contains 43746 members 
Entering Unmasked Estep 
Score: -10937677.000000 Penalty: 3730.451904
	Iteration 155Q: 3 clusters Score -1.093768e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52828 members 
Mstep: Class 2 contains 43770 members 
Entering Unmasked Estep 
Score: -10937676.000000 Penalty: 3730.451904
	Iteration 156Q: 3 clusters Score -1.093768e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52811 members 
Mstep: Class 2 contains 43787 members 
Entering Unmasked Estep 
Score: -10937678.000000 Penalty: 3730.451904
	Iteration 157Q: 3 clusters Score -1.093768e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52798 members 
Mstep: Class 2 contains 43800 members 
Entering Unmasked Estep 
Score: -10937671.000000 Penalty: 3730.451904
	Iteration 158Q: 3 clusters Score -1.093767e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52782 members 
Mstep: Class 2 contains 43816 members 
Entering Unmasked Estep 
Score: -10937665.000000 Penalty: 3730.451904
	Iteration 159Q: 3 clusters Score -1.093766e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52764 members 
Mstep: Class 2 contains 43834 members 
Entering Unmasked Estep 
Score: -10937669.000000 Penalty: 3730.451904
	Iteration 160F: 3 clusters Score -1.093767e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52749 members 
Mstep: Class 2 contains 43849 members 
Entering Unmasked Estep 
Score: -10937660.000000 Penalty: 3730.451904
	Iteration 161Q: 3 clusters Score -1.093766e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52735 members 
Mstep: Class 2 contains 43863 members 
Entering Unmasked Estep 
Score: -10937664.000000 Penalty: 3730.451904
	Iteration 162Q: 3 clusters Score -1.093766e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52727 members 
Mstep: Class 2 contains 43871 members 
Entering Unmasked Estep 
Score: -10937669.000000 Penalty: 3730.451904
	Iteration 163Q: 3 clusters Score -1.093767e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52713 members 
Mstep: Class 2 contains 43885 members 
Entering Unmasked Estep 
Score: -10937671.000000 Penalty: 3730.451904
	Iteration 164Q: 3 clusters Score -1.093767e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52702 members 
Mstep: Class 2 contains 43896 members 
Entering Unmasked Estep 
Score: -10937664.000000 Penalty: 3730.451904
	Iteration 165Q: 3 clusters Score -1.093766e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52695 members 
Mstep: Class 2 contains 43903 members 
Entering Unmasked Estep 
Score: -10937671.000000 Penalty: 3730.451904
	Iteration 166Q: 3 clusters Score -1.093767e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52686 members 
Mstep: Class 2 contains 43912 members 
Entering Unmasked Estep 
Score: -10937665.000000 Penalty: 3730.451904
	Iteration 167Q: 3 clusters Score -1.093766e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52682 members 
Mstep: Class 2 contains 43916 members 
Entering Unmasked Estep 
Score: -10937672.000000 Penalty: 3730.451904
	Iteration 168Q: 3 clusters Score -1.093767e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52671 members 
Mstep: Class 2 contains 43927 members 
Entering Unmasked Estep 
Score: -10937659.000000 Penalty: 3730.451904
	Iteration 169Q: 3 clusters Score -1.093766e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52662 members 
Mstep: Class 2 contains 43936 members 
Entering Unmasked Estep 
Score: -10937662.000000 Penalty: 3730.451904
	Iteration 170Q: 3 clusters Score -1.093766e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52652 members 
Mstep: Class 2 contains 43946 members 
Entering Unmasked Estep 
Score: -10937668.000000 Penalty: 3730.451904
	Iteration 171Q: 3 clusters Score -1.093767e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52640 members 
Mstep: Class 2 contains 43958 members 
Entering Unmasked Estep 
Score: -10937674.000000 Penalty: 3730.451904
	Iteration 172Q: 3 clusters Score -1.093767e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52632 members 
Mstep: Class 2 contains 43966 members 
Entering Unmasked Estep 
Score: -10937676.000000 Penalty: 3730.451904
	Iteration 173Q: 3 clusters Score -1.093768e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52619 members 
Mstep: Class 2 contains 43979 members 
Entering Unmasked Estep 
Score: -10937686.000000 Penalty: 3730.451904
	Iteration 174Q: 3 clusters Score -1.093769e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52609 members 
Mstep: Class 2 contains 43989 members 
Entering Unmasked Estep 
Score: -10937678.000000 Penalty: 3730.451904
	Iteration 175Q: 3 clusters Score -1.093768e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52597 members 
Mstep: Class 2 contains 44001 members 
Entering Unmasked Estep 
Score: -10937692.000000 Penalty: 3730.451904
	Iteration 176Q: 3 clusters Score -1.093769e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52590 members 
Mstep: Class 2 contains 44008 members 
Entering Unmasked Estep 
Score: -10937693.000000 Penalty: 3730.451904
	Iteration 177Q: 3 clusters Score -1.093769e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52582 members 
Mstep: Class 2 contains 44016 members 
Entering Unmasked Estep 
Score: -10937693.000000 Penalty: 3730.451904
	Iteration 178Q: 3 clusters Score -1.093769e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52575 members 
Mstep: Class 2 contains 44023 members 
Entering Unmasked Estep 
Score: -10937694.000000 Penalty: 3730.451904
	Iteration 179Q: 3 clusters Score -1.093769e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52560 members 
Mstep: Class 2 contains 44038 members 
Entering Unmasked Estep 
Score: -10937703.000000 Penalty: 3730.451904
	Iteration 180F: 3 clusters Score -1.09377e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52544 members 
Mstep: Class 2 contains 44054 members 
Entering Unmasked Estep 
Score: -10937705.000000 Penalty: 3730.451904
	Iteration 181Q: 3 clusters Score -1.09377e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52520 members 
Mstep: Class 2 contains 44078 members 
Entering Unmasked Estep 
Score: -10937690.000000 Penalty: 3730.451904
	Iteration 182Q: 3 clusters Score -1.093769e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52497 members 
Mstep: Class 2 contains 44101 members 
Entering Unmasked Estep 
Score: -10937695.000000 Penalty: 3730.451904
	Iteration 183Q: 3 clusters Score -1.09377e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52470 members 
Mstep: Class 2 contains 44128 members 
Entering Unmasked Estep 
Score: -10937718.000000 Penalty: 3730.451904
	Iteration 184Q: 3 clusters Score -1.093772e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52449 members 
Mstep: Class 2 contains 44149 members 
Entering Unmasked Estep 
Score: -10937708.000000 Penalty: 3730.451904
	Iteration 185Q: 3 clusters Score -1.093771e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52427 members 
Mstep: Class 2 contains 44171 members 
Entering Unmasked Estep 
Score: -10937707.000000 Penalty: 3730.451904
	Iteration 186Q: 3 clusters Score -1.093771e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52411 members 
Mstep: Class 2 contains 44187 members 
Entering Unmasked Estep 
Score: -10937705.000000 Penalty: 3730.451904
	Iteration 187Q: 3 clusters Score -1.09377e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52398 members 
Mstep: Class 2 contains 44200 members 
Entering Unmasked Estep 
Score: -10937724.000000 Penalty: 3730.451904
	Iteration 188Q: 3 clusters Score -1.093772e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52381 members 
Mstep: Class 2 contains 44217 members 
Entering Unmasked Estep 
Score: -10937721.000000 Penalty: 3730.451904
	Iteration 189Q: 3 clusters Score -1.093772e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52367 members 
Mstep: Class 2 contains 44231 members 
Entering Unmasked Estep 
Score: -10937715.000000 Penalty: 3730.451904
	Iteration 190Q: 3 clusters Score -1.093772e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52358 members 
Mstep: Class 2 contains 44240 members 
Entering Unmasked Estep 
Score: -10937718.000000 Penalty: 3730.451904
	Iteration 191Q: 3 clusters Score -1.093772e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52349 members 
Mstep: Class 2 contains 44249 members 
Entering Unmasked Estep 
Score: -10937731.000000 Penalty: 3730.451904
	Iteration 192Q: 3 clusters Score -1.093773e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52338 members 
Mstep: Class 2 contains 44260 members 
Entering Unmasked Estep 
Score: -10937735.000000 Penalty: 3730.451904
	Iteration 193Q: 3 clusters Score -1.093774e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52326 members 
Mstep: Class 2 contains 44272 members 
Entering Unmasked Estep 
Score: -10937718.000000 Penalty: 3730.451904
	Iteration 194Q: 3 clusters Score -1.093772e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52309 members 
Mstep: Class 2 contains 44289 members 
Entering Unmasked Estep 
Score: -10937726.000000 Penalty: 3730.451904
	Iteration 195Q: 3 clusters Score -1.093773e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52290 members 
Mstep: Class 2 contains 44308 members 
Entering Unmasked Estep 
Score: -10937724.000000 Penalty: 3730.451904
	Iteration 196Q: 3 clusters Score -1.093772e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52277 members 
Mstep: Class 2 contains 44321 members 
Entering Unmasked Estep 
Score: -10937716.000000 Penalty: 3730.451904
	Iteration 197Q: 3 clusters Score -1.093772e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52267 members 
Mstep: Class 2 contains 44331 members 
Entering Unmasked Estep 
Score: -10937712.000000 Penalty: 3730.451904
	Iteration 198Q: 3 clusters Score -1.093771e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52259 members 
Mstep: Class 2 contains 44339 members 
Entering Unmasked Estep 
Score: -10937712.000000 Penalty: 3730.451904
	Iteration 199Q: 3 clusters Score -1.093771e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52253 members 
Mstep: Class 2 contains 44345 members 
Entering Unmasked Estep 
Score: -10937723.000000 Penalty: 3730.451904
	Iteration 200F: 3 clusters Score -1.093772e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52242 members 
Mstep: Class 2 contains 44356 members 
Entering Unmasked Estep 
Score: -10937706.000000 Penalty: 3730.451904
	Iteration 201Q: 3 clusters Score -1.093771e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52227 members 
Mstep: Class 2 contains 44371 members 
Entering Unmasked Estep 
Score: -10937694.000000 Penalty: 3730.451904
	Iteration 202Q: 3 clusters Score -1.093769e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52212 members 
Mstep: Class 2 contains 44386 members 
Entering Unmasked Estep 
Score: -10937704.000000 Penalty: 3730.451904
	Iteration 203Q: 3 clusters Score -1.09377e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52200 members 
Mstep: Class 2 contains 44398 members 
Entering Unmasked Estep 
Score: -10937711.000000 Penalty: 3730.451904
	Iteration 204Q: 3 clusters Score -1.093771e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52192 members 
Mstep: Class 2 contains 44406 members 
Entering Unmasked Estep 
Score: -10937711.000000 Penalty: 3730.451904
	Iteration 205Q: 3 clusters Score -1.093771e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52182 members 
Mstep: Class 2 contains 44416 members 
Entering Unmasked Estep 
Score: -10937710.000000 Penalty: 3730.451904
	Iteration 206Q: 3 clusters Score -1.093771e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52171 members 
Mstep: Class 2 contains 44427 members 
Entering Unmasked Estep 
Score: -10937713.000000 Penalty: 3730.451904
	Iteration 207Q: 3 clusters Score -1.093771e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52157 members 
Mstep: Class 2 contains 44441 members 
Entering Unmasked Estep 
Score: -10937721.000000 Penalty: 3730.451904
	Iteration 208Q: 3 clusters Score -1.093772e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52142 members 
Mstep: Class 2 contains 44456 members 
Entering Unmasked Estep 
Score: -10937713.000000 Penalty: 3730.451904
	Iteration 209Q: 3 clusters Score -1.093771e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52132 members 
Mstep: Class 2 contains 44466 members 
Entering Unmasked Estep 
Score: -10937708.000000 Penalty: 3730.451904
	Iteration 210Q: 3 clusters Score -1.093771e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52123 members 
Mstep: Class 2 contains 44475 members 
Entering Unmasked Estep 
Score: -10937712.000000 Penalty: 3730.451904
	Iteration 211Q: 3 clusters Score -1.093771e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52116 members 
Mstep: Class 2 contains 44482 members 
Entering Unmasked Estep 
Score: -10937709.000000 Penalty: 3730.451904
	Iteration 212Q: 3 clusters Score -1.093771e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52108 members 
Mstep: Class 2 contains 44490 members 
Entering Unmasked Estep 
Score: -10937694.000000 Penalty: 3730.451904
	Iteration 213Q: 3 clusters Score -1.093769e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52100 members 
Mstep: Class 2 contains 44498 members 
Entering Unmasked Estep 
Score: -10937690.000000 Penalty: 3730.451904
	Iteration 214Q: 3 clusters Score -1.093769e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52096 members 
Mstep: Class 2 contains 44502 members 
Entering Unmasked Estep 
Score: -10937702.000000 Penalty: 3730.451904
	Iteration 215Q: 3 clusters Score -1.09377e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52091 members 
Mstep: Class 2 contains 44507 members 
Entering Unmasked Estep 
Score: -10937695.000000 Penalty: 3730.451904
	Iteration 216Q: 3 clusters Score -1.09377e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52086 members 
Mstep: Class 2 contains 44512 members 
Entering Unmasked Estep 
Score: -10937700.000000 Penalty: 3730.451904
	Iteration 217Q: 3 clusters Score -1.09377e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52078 members 
Mstep: Class 2 contains 44520 members 
Entering Unmasked Estep 
Score: -10937702.000000 Penalty: 3730.451904
	Iteration 218Q: 3 clusters Score -1.09377e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52072 members 
Mstep: Class 2 contains 44526 members 
Entering Unmasked Estep 
Score: -10937694.000000 Penalty: 3730.451904
	Iteration 219Q: 3 clusters Score -1.093769e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52067 members 
Mstep: Class 2 contains 44531 members 
Entering Unmasked Estep 
Score: -10937694.000000 Penalty: 3730.451904
	Iteration 220F: 3 clusters Score -1.093769e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52062 members 
Mstep: Class 2 contains 44536 members 
Entering Unmasked Estep 
Score: -10937703.000000 Penalty: 3730.451904
	Iteration 221Q: 3 clusters Score -1.09377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52058 members 
Mstep: Class 2 contains 44540 members 
Entering Unmasked Estep 
Score: -10937694.000000 Penalty: 3730.451904
	Iteration 222Q: 3 clusters Score -1.093769e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52055 members 
Mstep: Class 2 contains 44543 members 
Entering Unmasked Estep 
Score: -10937693.000000 Penalty: 3730.451904
	Iteration 223Q: 3 clusters Score -1.093769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52053 members 
Mstep: Class 2 contains 44545 members 
Entering Unmasked Estep 
Score: -10937692.000000 Penalty: 3730.451904
	Iteration 224Q: 3 clusters Score -1.093769e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52049 members 
Mstep: Class 2 contains 44549 members 
Entering Unmasked Estep 
Score: -10937704.000000 Penalty: 3730.451904
	Iteration 225Q: 3 clusters Score -1.09377e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52042 members 
Mstep: Class 2 contains 44556 members 
Entering Unmasked Estep 
Score: -10937708.000000 Penalty: 3730.451904
	Iteration 226Q: 3 clusters Score -1.093771e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52035 members 
Mstep: Class 2 contains 44563 members 
Entering Unmasked Estep 
Score: -10937709.000000 Penalty: 3730.451904
	Iteration 227Q: 3 clusters Score -1.093771e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52026 members 
Mstep: Class 2 contains 44572 members 
Entering Unmasked Estep 
Score: -10937706.000000 Penalty: 3730.451904
	Iteration 228Q: 3 clusters Score -1.093771e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52018 members 
Mstep: Class 2 contains 44580 members 
Entering Unmasked Estep 
Score: -10937698.000000 Penalty: 3730.451904
	Iteration 229Q: 3 clusters Score -1.09377e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52012 members 
Mstep: Class 2 contains 44586 members 
Entering Unmasked Estep 
Score: -10937699.000000 Penalty: 3730.451904
	Iteration 230Q: 3 clusters Score -1.09377e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52007 members 
Mstep: Class 2 contains 44591 members 
Entering Unmasked Estep 
Score: -10937689.000000 Penalty: 3730.451904
	Iteration 231Q: 3 clusters Score -1.093769e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51997 members 
Mstep: Class 2 contains 44601 members 
Entering Unmasked Estep 
Score: -10937690.000000 Penalty: 3730.451904
	Iteration 232Q: 3 clusters Score -1.093769e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51987 members 
Mstep: Class 2 contains 44611 members 
Entering Unmasked Estep 
Score: -10937693.000000 Penalty: 3730.451904
	Iteration 233Q: 3 clusters Score -1.093769e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51980 members 
Mstep: Class 2 contains 44618 members 
Entering Unmasked Estep 
Score: -10937692.000000 Penalty: 3730.451904
	Iteration 234Q: 3 clusters Score -1.093769e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51973 members 
Mstep: Class 2 contains 44625 members 
Entering Unmasked Estep 
Score: -10937695.000000 Penalty: 3730.451904
	Iteration 235Q: 3 clusters Score -1.09377e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51967 members 
Mstep: Class 2 contains 44631 members 
Entering Unmasked Estep 
Score: -10937684.000000 Penalty: 3730.451904
	Iteration 236Q: 3 clusters Score -1.093768e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51961 members 
Mstep: Class 2 contains 44637 members 
Entering Unmasked Estep 
Score: -10937691.000000 Penalty: 3730.451904
	Iteration 237Q: 3 clusters Score -1.093769e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51952 members 
Mstep: Class 2 contains 44646 members 
Entering Unmasked Estep 
Score: -10937697.000000 Penalty: 3730.451904
	Iteration 238Q: 3 clusters Score -1.09377e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51941 members 
Mstep: Class 2 contains 44657 members 
Entering Unmasked Estep 
Score: -10937696.000000 Penalty: 3730.451904
	Iteration 239Q: 3 clusters Score -1.09377e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51927 members 
Mstep: Class 2 contains 44671 members 
Entering Unmasked Estep 
Score: -10937693.000000 Penalty: 3730.451904
	Iteration 240F: 3 clusters Score -1.093769e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51911 members 
Mstep: Class 2 contains 44687 members 
Entering Unmasked Estep 
Score: -10937704.000000 Penalty: 3730.451904
	Iteration 241Q: 3 clusters Score -1.09377e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51897 members 
Mstep: Class 2 contains 44701 members 
Entering Unmasked Estep 
Score: -10937697.000000 Penalty: 3730.451904
	Iteration 242Q: 3 clusters Score -1.09377e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51883 members 
Mstep: Class 2 contains 44715 members 
Entering Unmasked Estep 
Score: -10937710.000000 Penalty: 3730.451904
	Iteration 243Q: 3 clusters Score -1.093771e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51864 members 
Mstep: Class 2 contains 44734 members 
Entering Unmasked Estep 
Score: -10937719.000000 Penalty: 3730.451904
	Iteration 244Q: 3 clusters Score -1.093772e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51839 members 
Mstep: Class 2 contains 44759 members 
Entering Unmasked Estep 
Score: -10937726.000000 Penalty: 3730.451904
	Iteration 245Q: 3 clusters Score -1.093773e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51815 members 
Mstep: Class 2 contains 44783 members 
Entering Unmasked Estep 
Score: -10937741.000000 Penalty: 3730.451904
	Iteration 246Q: 3 clusters Score -1.093774e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51774 members 
Mstep: Class 2 contains 44824 members 
Entering Unmasked Estep 
Score: -10937722.000000 Penalty: 3730.451904
	Iteration 247Q: 3 clusters Score -1.093772e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51731 members 
Mstep: Class 2 contains 44867 members 
Entering Unmasked Estep 
Score: -10937721.000000 Penalty: 3730.451904
	Iteration 248Q: 3 clusters Score -1.093772e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51685 members 
Mstep: Class 2 contains 44913 members 
Entering Unmasked Estep 
Score: -10937714.000000 Penalty: 3730.451904
	Iteration 249Q: 3 clusters Score -1.093771e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51637 members 
Mstep: Class 2 contains 44961 members 
Entering Unmasked Estep 
Score: -10937704.000000 Penalty: 3730.451904
	Iteration 250Q: 3 clusters Score -1.09377e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51577 members 
Mstep: Class 2 contains 45021 members 
Entering Unmasked Estep 
Score: -10937699.000000 Penalty: 3730.451904
	Iteration 251Q: 3 clusters Score -1.09377e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51504 members 
Mstep: Class 2 contains 45094 members 
Entering Unmasked Estep 
Score: -10937683.000000 Penalty: 3730.451904
	Iteration 252Q: 3 clusters Score -1.093768e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51444 members 
Mstep: Class 2 contains 45154 members 
Entering Unmasked Estep 
Score: -10937687.000000 Penalty: 3730.451904
	Iteration 253Q: 3 clusters Score -1.093769e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51375 members 
Mstep: Class 2 contains 45223 members 
Entering Unmasked Estep 
Score: -10937699.000000 Penalty: 3730.451904
	Iteration 254Q: 3 clusters Score -1.09377e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51296 members 
Mstep: Class 2 contains 45302 members 
Entering Unmasked Estep 
Score: -10937722.000000 Penalty: 3730.451904
	Iteration 255Q: 3 clusters Score -1.093772e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51226 members 
Mstep: Class 2 contains 45372 members 
Entering Unmasked Estep 
Score: -10937725.000000 Penalty: 3730.451904
	Iteration 256Q: 3 clusters Score -1.093772e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51153 members 
Mstep: Class 2 contains 45445 members 
Entering Unmasked Estep 
Score: -10937728.000000 Penalty: 3730.451904
	Iteration 257Q: 3 clusters Score -1.093773e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51074 members 
Mstep: Class 2 contains 45524 members 
Entering Unmasked Estep 
Score: -10937720.000000 Penalty: 3730.451904
	Iteration 258Q: 3 clusters Score -1.093772e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50997 members 
Mstep: Class 2 contains 45601 members 
Entering Unmasked Estep 
Score: -10937722.000000 Penalty: 3730.451904
	Iteration 259Q: 3 clusters Score -1.093772e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50925 members 
Mstep: Class 2 contains 45673 members 
Entering Unmasked Estep 
Score: -10937732.000000 Penalty: 3730.451904
	Iteration 260F: 3 clusters Score -1.093773e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50833 members 
Mstep: Class 2 contains 45765 members 
Entering Unmasked Estep 
Score: -10937736.000000 Penalty: 3730.451904
	Iteration 261Q: 3 clusters Score -1.093774e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50749 members 
Mstep: Class 2 contains 45849 members 
Entering Unmasked Estep 
Score: -10937739.000000 Penalty: 3730.451904
	Iteration 262Q: 3 clusters Score -1.093774e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50662 members 
Mstep: Class 2 contains 45936 members 
Entering Unmasked Estep 
Score: -10937747.000000 Penalty: 3730.451904
	Iteration 263Q: 3 clusters Score -1.093775e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50578 members 
Mstep: Class 2 contains 46020 members 
Entering Unmasked Estep 
Score: -10937743.000000 Penalty: 3730.451904
	Iteration 264Q: 3 clusters Score -1.093774e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50502 members 
Mstep: Class 2 contains 46096 members 
Entering Unmasked Estep 
Score: -10937749.000000 Penalty: 3730.451904
	Iteration 265Q: 3 clusters Score -1.093775e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50434 members 
Mstep: Class 2 contains 46164 members 
Entering Unmasked Estep 
Score: -10937755.000000 Penalty: 3730.451904
	Iteration 266Q: 3 clusters Score -1.093776e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50375 members 
Mstep: Class 2 contains 46223 members 
Entering Unmasked Estep 
Score: -10937743.000000 Penalty: 3730.451904
	Iteration 267Q: 3 clusters Score -1.093774e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50327 members 
Mstep: Class 2 contains 46271 members 
Entering Unmasked Estep 
Score: -10937731.000000 Penalty: 3730.451904
	Iteration 268Q: 3 clusters Score -1.093773e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50271 members 
Mstep: Class 2 contains 46327 members 
Entering Unmasked Estep 
Score: -10937744.000000 Penalty: 3730.451904
	Iteration 269Q: 3 clusters Score -1.093774e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50206 members 
Mstep: Class 2 contains 46392 members 
Entering Unmasked Estep 
Score: -10937752.000000 Penalty: 3730.451904
	Iteration 270Q: 3 clusters Score -1.093775e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50146 members 
Mstep: Class 2 contains 46452 members 
Entering Unmasked Estep 
Score: -10937757.000000 Penalty: 3730.451904
	Iteration 271Q: 3 clusters Score -1.093776e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50094 members 
Mstep: Class 2 contains 46504 members 
Entering Unmasked Estep 
Score: -10937768.000000 Penalty: 3730.451904
	Iteration 272Q: 3 clusters Score -1.093777e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50043 members 
Mstep: Class 2 contains 46555 members 
Entering Unmasked Estep 
Score: -10937748.000000 Penalty: 3730.451904
	Iteration 273Q: 3 clusters Score -1.093775e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49982 members 
Mstep: Class 2 contains 46616 members 
Entering Unmasked Estep 
Score: -10937756.000000 Penalty: 3730.451904
	Iteration 274Q: 3 clusters Score -1.093776e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49912 members 
Mstep: Class 2 contains 46686 members 
Entering Unmasked Estep 
Score: -10937772.000000 Penalty: 3730.451904
	Iteration 275Q: 3 clusters Score -1.093777e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49832 members 
Mstep: Class 2 contains 46766 members 
Entering Unmasked Estep 
Score: -10937785.000000 Penalty: 3730.451904
	Iteration 276Q: 3 clusters Score -1.093778e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49750 members 
Mstep: Class 2 contains 46848 members 
Entering Unmasked Estep 
Score: -10937785.000000 Penalty: 3730.451904
	Iteration 277Q: 3 clusters Score -1.093778e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49654 members 
Mstep: Class 2 contains 46944 members 
Entering Unmasked Estep 
Score: -10937764.000000 Penalty: 3730.451904
	Iteration 278Q: 3 clusters Score -1.093776e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49558 members 
Mstep: Class 2 contains 47040 members 
Entering Unmasked Estep 
Score: -10937760.000000 Penalty: 3730.451904
	Iteration 279Q: 3 clusters Score -1.093776e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49483 members 
Mstep: Class 2 contains 47115 members 
Entering Unmasked Estep 
Score: -10937769.000000 Penalty: 3730.451904
	Iteration 280F: 3 clusters Score -1.093777e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49406 members 
Mstep: Class 2 contains 47192 members 
Entering Unmasked Estep 
Score: -10937771.000000 Penalty: 3730.451904
	Iteration 281Q: 3 clusters Score -1.093777e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49327 members 
Mstep: Class 2 contains 47271 members 
Entering Unmasked Estep 
Score: -10937775.000000 Penalty: 3730.451904
	Iteration 282Q: 3 clusters Score -1.093778e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49239 members 
Mstep: Class 2 contains 47359 members 
Entering Unmasked Estep 
Score: -10937787.000000 Penalty: 3730.451904
	Iteration 283Q: 3 clusters Score -1.093779e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49167 members 
Mstep: Class 2 contains 47431 members 
Entering Unmasked Estep 
Score: -10937780.000000 Penalty: 3730.451904
	Iteration 284Q: 3 clusters Score -1.093778e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49083 members 
Mstep: Class 2 contains 47515 members 
Entering Unmasked Estep 
Score: -10937750.000000 Penalty: 3730.451904
	Iteration 285Q: 3 clusters Score -1.093775e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49002 members 
Mstep: Class 2 contains 47596 members 
Entering Unmasked Estep 
Score: -10937757.000000 Penalty: 3730.451904
	Iteration 286Q: 3 clusters Score -1.093776e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48921 members 
Mstep: Class 2 contains 47677 members 
Entering Unmasked Estep 
Score: -10937774.000000 Penalty: 3730.451904
	Iteration 287Q: 3 clusters Score -1.093777e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48844 members 
Mstep: Class 2 contains 47754 members 
Entering Unmasked Estep 
Score: -10937802.000000 Penalty: 3730.451904
	Iteration 288Q: 3 clusters Score -1.09378e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48767 members 
Mstep: Class 2 contains 47831 members 
Entering Unmasked Estep 
Score: -10937802.000000 Penalty: 3730.451904
	Iteration 289Q: 3 clusters Score -1.09378e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48694 members 
Mstep: Class 2 contains 47904 members 
Entering Unmasked Estep 
Score: -10937792.000000 Penalty: 3730.451904
	Iteration 290Q: 3 clusters Score -1.093779e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48617 members 
Mstep: Class 2 contains 47981 members 
Entering Unmasked Estep 
Score: -10937807.000000 Penalty: 3730.451904
	Iteration 291Q: 3 clusters Score -1.093781e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48540 members 
Mstep: Class 2 contains 48058 members 
Entering Unmasked Estep 
Score: -10937802.000000 Penalty: 3730.451904
	Iteration 292Q: 3 clusters Score -1.09378e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48463 members 
Mstep: Class 2 contains 48135 members 
Entering Unmasked Estep 
Score: -10937794.000000 Penalty: 3730.451904
	Iteration 293Q: 3 clusters Score -1.093779e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48381 members 
Mstep: Class 2 contains 48217 members 
Entering Unmasked Estep 
Score: -10937813.000000 Penalty: 3730.451904
	Iteration 294Q: 3 clusters Score -1.093781e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48309 members 
Mstep: Class 2 contains 48289 members 
Entering Unmasked Estep 
Score: -10937847.000000 Penalty: 3730.451904
	Iteration 295Q: 3 clusters Score -1.093785e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48226 members 
Mstep: Class 2 contains 48372 members 
Entering Unmasked Estep 
Score: -10937830.000000 Penalty: 3730.451904
	Iteration 296Q: 3 clusters Score -1.093783e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48137 members 
Mstep: Class 2 contains 48461 members 
Entering Unmasked Estep 
Score: -10937836.000000 Penalty: 3730.451904
	Iteration 297Q: 3 clusters Score -1.093784e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48040 members 
Mstep: Class 2 contains 48558 members 
Entering Unmasked Estep 
Score: -10937863.000000 Penalty: 3730.451904
	Iteration 298Q: 3 clusters Score -1.093786e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47933 members 
Mstep: Class 2 contains 48665 members 
Entering Unmasked Estep 
Score: -10937853.000000 Penalty: 3730.451904
	Iteration 299Q: 3 clusters Score -1.093785e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47847 members 
Mstep: Class 2 contains 48751 members 
Entering Unmasked Estep 
Score: -10937874.000000 Penalty: 3730.451904
	Iteration 300F: 3 clusters Score -1.093787e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47759 members 
Mstep: Class 2 contains 48839 members 
Entering Unmasked Estep 
Score: -10937878.000000 Penalty: 3730.451904
	Iteration 301Q: 3 clusters Score -1.093788e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47678 members 
Mstep: Class 2 contains 48920 members 
Entering Unmasked Estep 
Score: -10937869.000000 Penalty: 3730.451904
	Iteration 302Q: 3 clusters Score -1.093787e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47591 members 
Mstep: Class 2 contains 49007 members 
Entering Unmasked Estep 
Score: -10937874.000000 Penalty: 3730.451904
	Iteration 303Q: 3 clusters Score -1.093787e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47503 members 
Mstep: Class 2 contains 49095 members 
Entering Unmasked Estep 
Score: -10937886.000000 Penalty: 3730.451904
	Iteration 304Q: 3 clusters Score -1.093789e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47406 members 
Mstep: Class 2 contains 49192 members 
Entering Unmasked Estep 
Score: -10937908.000000 Penalty: 3730.451904
	Iteration 305Q: 3 clusters Score -1.093791e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47324 members 
Mstep: Class 2 contains 49274 members 
Entering Unmasked Estep 
Score: -10937910.000000 Penalty: 3730.451904
	Iteration 306Q: 3 clusters Score -1.093791e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47241 members 
Mstep: Class 2 contains 49357 members 
Entering Unmasked Estep 
Score: -10937927.000000 Penalty: 3730.451904
	Iteration 307Q: 3 clusters Score -1.093793e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47162 members 
Mstep: Class 2 contains 49436 members 
Entering Unmasked Estep 
Score: -10937916.000000 Penalty: 3730.451904
	Iteration 308Q: 3 clusters Score -1.093792e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47077 members 
Mstep: Class 2 contains 49521 members 
Entering Unmasked Estep 
Score: -10937941.000000 Penalty: 3730.451904
	Iteration 309Q: 3 clusters Score -1.093794e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46995 members 
Mstep: Class 2 contains 49603 members 
Entering Unmasked Estep 
Score: -10937920.000000 Penalty: 3730.451904
	Iteration 310Q: 3 clusters Score -1.093792e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46898 members 
Mstep: Class 2 contains 49700 members 
Entering Unmasked Estep 
Score: -10937915.000000 Penalty: 3730.451904
	Iteration 311Q: 3 clusters Score -1.093792e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46809 members 
Mstep: Class 2 contains 49789 members 
Entering Unmasked Estep 
Score: -10937907.000000 Penalty: 3730.451904
	Iteration 312Q: 3 clusters Score -1.093791e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46710 members 
Mstep: Class 2 contains 49888 members 
Entering Unmasked Estep 
Score: -10937911.000000 Penalty: 3730.451904
	Iteration 313Q: 3 clusters Score -1.093791e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46614 members 
Mstep: Class 2 contains 49984 members 
Entering Unmasked Estep 
Score: -10937902.000000 Penalty: 3730.451904
	Iteration 314Q: 3 clusters Score -1.09379e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46511 members 
Mstep: Class 2 contains 50087 members 
Entering Unmasked Estep 
Score: -10937900.000000 Penalty: 3730.451904
	Iteration 315Q: 3 clusters Score -1.09379e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46397 members 
Mstep: Class 2 contains 50201 members 
Entering Unmasked Estep 
Score: -10937894.000000 Penalty: 3730.451904
	Iteration 316Q: 3 clusters Score -1.093789e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46282 members 
Mstep: Class 2 contains 50316 members 
Entering Unmasked Estep 
Score: -10937910.000000 Penalty: 3730.451904
	Iteration 317Q: 3 clusters Score -1.093791e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46175 members 
Mstep: Class 2 contains 50423 members 
Entering Unmasked Estep 
Score: -10937925.000000 Penalty: 3730.451904
	Iteration 318Q: 3 clusters Score -1.093792e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46065 members 
Mstep: Class 2 contains 50533 members 
Entering Unmasked Estep 
Score: -10937901.000000 Penalty: 3730.451904
	Iteration 319Q: 3 clusters Score -1.09379e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45956 members 
Mstep: Class 2 contains 50642 members 
Entering Unmasked Estep 
Score: -10937903.000000 Penalty: 3730.451904
	Iteration 320F: 3 clusters Score -1.09379e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45830 members 
Mstep: Class 2 contains 50768 members 
Entering Unmasked Estep 
Score: -10937923.000000 Penalty: 3730.451904
	Iteration 321Q: 3 clusters Score -1.093792e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45688 members 
Mstep: Class 2 contains 50910 members 
Entering Unmasked Estep 
Score: -10937952.000000 Penalty: 3730.451904
	Iteration 322Q: 3 clusters Score -1.093795e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45533 members 
Mstep: Class 2 contains 51065 members 
Entering Unmasked Estep 
Score: -10937945.000000 Penalty: 3730.451904
	Iteration 323Q: 3 clusters Score -1.093794e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45379 members 
Mstep: Class 2 contains 51219 members 
Entering Unmasked Estep 
Score: -10937928.000000 Penalty: 3730.451904
	Iteration 324Q: 3 clusters Score -1.093793e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45245 members 
Mstep: Class 2 contains 51353 members 
Entering Unmasked Estep 
Score: -10937922.000000 Penalty: 3730.451904
	Iteration 325Q: 3 clusters Score -1.093792e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45093 members 
Mstep: Class 2 contains 51505 members 
Entering Unmasked Estep 
Score: -10937898.000000 Penalty: 3730.451904
	Iteration 326Q: 3 clusters Score -1.09379e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44935 members 
Mstep: Class 2 contains 51663 members 
Entering Unmasked Estep 
Score: -10937893.000000 Penalty: 3730.451904
	Iteration 327Q: 3 clusters Score -1.093789e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44745 members 
Mstep: Class 2 contains 51853 members 
Entering Unmasked Estep 
Score: -10937878.000000 Penalty: 3730.451904
	Iteration 328Q: 3 clusters Score -1.093788e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44563 members 
Mstep: Class 2 contains 52035 members 
Entering Unmasked Estep 
Score: -10937925.000000 Penalty: 3730.451904
	Iteration 329Q: 3 clusters Score -1.093792e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44360 members 
Mstep: Class 2 contains 52238 members 
Entering Unmasked Estep 
Score: -10937934.000000 Penalty: 3730.451904
	Iteration 330Q: 3 clusters Score -1.093793e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44147 members 
Mstep: Class 2 contains 52451 members 
Entering Unmasked Estep 
Score: -10937979.000000 Penalty: 3730.451904
	Iteration 331Q: 3 clusters Score -1.093798e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43952 members 
Mstep: Class 2 contains 52646 members 
Entering Unmasked Estep 
Score: -10937971.000000 Penalty: 3730.451904
	Iteration 332Q: 3 clusters Score -1.093797e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43778 members 
Mstep: Class 2 contains 52820 members 
Entering Unmasked Estep 
Score: -10938031.000000 Penalty: 3730.451904
	Iteration 333Q: 3 clusters Score -1.093803e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43605 members 
Mstep: Class 2 contains 52993 members 
Entering Unmasked Estep 
Score: -10938072.000000 Penalty: 3730.451904
	Iteration 334Q: 3 clusters Score -1.093807e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43394 members 
Mstep: Class 2 contains 53204 members 
Entering Unmasked Estep 
Score: -10938081.000000 Penalty: 3730.451904
	Iteration 335Q: 3 clusters Score -1.093808e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43171 members 
Mstep: Class 2 contains 53427 members 
Entering Unmasked Estep 
Score: -10938097.000000 Penalty: 3730.451904
	Iteration 336Q: 3 clusters Score -1.09381e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42943 members 
Mstep: Class 2 contains 53655 members 
Entering Unmasked Estep 
Score: -10938121.000000 Penalty: 3730.451904
	Iteration 337Q: 3 clusters Score -1.093812e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42724 members 
Mstep: Class 2 contains 53874 members 
Entering Unmasked Estep 
Score: -10938143.000000 Penalty: 3730.451904
	Iteration 338Q: 3 clusters Score -1.093814e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42498 members 
Mstep: Class 2 contains 54100 members 
Entering Unmasked Estep 
Score: -10938144.000000 Penalty: 3730.451904
	Iteration 339Q: 3 clusters Score -1.093814e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42261 members 
Mstep: Class 2 contains 54337 members 
Entering Unmasked Estep 
Score: -10938164.000000 Penalty: 3730.451904
	Iteration 340F: 3 clusters Score -1.093816e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42038 members 
Mstep: Class 2 contains 54560 members 
Entering Unmasked Estep 
Score: -10938209.000000 Penalty: 3730.451904
	Iteration 341Q: 3 clusters Score -1.093821e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41823 members 
Mstep: Class 2 contains 54775 members 
Entering Unmasked Estep 
Score: -10938194.000000 Penalty: 3730.451904
	Iteration 342Q: 3 clusters Score -1.093819e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41607 members 
Mstep: Class 2 contains 54991 members 
Entering Unmasked Estep 
Score: -10938229.000000 Penalty: 3730.451904
	Iteration 343Q: 3 clusters Score -1.093823e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41397 members 
Mstep: Class 2 contains 55201 members 
Entering Unmasked Estep 
Score: -10938234.000000 Penalty: 3730.451904
	Iteration 344Q: 3 clusters Score -1.093823e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41166 members 
Mstep: Class 2 contains 55432 members 
Entering Unmasked Estep 
Score: -10938204.000000 Penalty: 3730.451904
	Iteration 345Q: 3 clusters Score -1.09382e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40925 members 
Mstep: Class 2 contains 55673 members 
Entering Unmasked Estep 
Score: -10938209.000000 Penalty: 3730.451904
	Iteration 346Q: 3 clusters Score -1.093821e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40636 members 
Mstep: Class 2 contains 55962 members 
Entering Unmasked Estep 
Score: -10938216.000000 Penalty: 3730.451904
	Iteration 347Q: 3 clusters Score -1.093822e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40345 members 
Mstep: Class 2 contains 56253 members 
Entering Unmasked Estep 
Score: -10938201.000000 Penalty: 3730.451904
	Iteration 348Q: 3 clusters Score -1.09382e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40023 members 
Mstep: Class 2 contains 56575 members 
Entering Unmasked Estep 
Score: -10938256.000000 Penalty: 3730.451904
	Iteration 349Q: 3 clusters Score -1.093826e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39695 members 
Mstep: Class 2 contains 56903 members 
Entering Unmasked Estep 
Score: -10938310.000000 Penalty: 3730.451904
	Iteration 350Q: 3 clusters Score -1.093831e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39336 members 
Mstep: Class 2 contains 57262 members 
Entering Unmasked Estep 
Score: -10938339.000000 Penalty: 3730.451904
	Iteration 351Q: 3 clusters Score -1.093834e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 57659 members 
Entering Unmasked Estep 
Score: -10938354.000000 Penalty: 3730.451904
	Iteration 352Q: 3 clusters Score -1.093835e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38553 members 
Mstep: Class 2 contains 58045 members 
Entering Unmasked Estep 
Score: -10938411.000000 Penalty: 3730.451904
	Iteration 353Q: 3 clusters Score -1.093841e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 58430 members 
Entering Unmasked Estep 
Score: -10938457.000000 Penalty: 3730.451904
	Iteration 354Q: 3 clusters Score -1.093846e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37741 members 
Mstep: Class 2 contains 58857 members 
Entering Unmasked Estep 
Score: -10938548.000000 Penalty: 3730.451904
	Iteration 355Q: 3 clusters Score -1.093855e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37292 members 
Mstep: Class 2 contains 59306 members 
Entering Unmasked Estep 
Score: -10938616.000000 Penalty: 3730.451904
	Iteration 356Q: 3 clusters Score -1.093862e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 59756 members 
Entering Unmasked Estep 
Score: -10938695.000000 Penalty: 3730.451904
	Iteration 357Q: 3 clusters Score -1.09387e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36354 members 
Mstep: Class 2 contains 60244 members 
Entering Unmasked Estep 
Score: -10938726.000000 Penalty: 3730.451904
	Iteration 358Q: 3 clusters Score -1.093873e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35846 members 
Mstep: Class 2 contains 60752 members 
Entering Unmasked Estep 
Score: -10938823.000000 Penalty: 3730.451904
	Iteration 359Q: 3 clusters Score -1.093882e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35315 members 
Mstep: Class 2 contains 61283 members 
Entering Unmasked Estep 
Score: -10938900.000000 Penalty: 3730.451904
	Iteration 360F: 3 clusters Score -1.09389e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34802 members 
Mstep: Class 2 contains 61796 members 
Entering Unmasked Estep 
Score: -10938968.000000 Penalty: 3730.451904
	Iteration 361Q: 3 clusters Score -1.093897e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34282 members 
Mstep: Class 2 contains 62316 members 
Entering Unmasked Estep 
Score: -10939030.000000 Penalty: 3730.451904
	Iteration 362Q: 3 clusters Score -1.093903e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33796 members 
Mstep: Class 2 contains 62802 members 
Entering Unmasked Estep 
Score: -10939087.000000 Penalty: 3730.451904
	Iteration 363Q: 3 clusters Score -1.093909e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33309 members 
Mstep: Class 2 contains 63289 members 
Entering Unmasked Estep 
Score: -10939154.000000 Penalty: 3730.451904
	Iteration 364Q: 3 clusters Score -1.093915e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32839 members 
Mstep: Class 2 contains 63759 members 
Entering Unmasked Estep 
Score: -10939223.000000 Penalty: 3730.451904
	Iteration 365Q: 3 clusters Score -1.093922e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32352 members 
Mstep: Class 2 contains 64246 members 
Entering Unmasked Estep 
Score: -10939256.000000 Penalty: 3730.451904
	Iteration 366Q: 3 clusters Score -1.093926e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31869 members 
Mstep: Class 2 contains 64729 members 
Entering Unmasked Estep 
Score: -10939349.000000 Penalty: 3730.451904
	Iteration 367Q: 3 clusters Score -1.093935e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31399 members 
Mstep: Class 2 contains 65199 members 
Entering Unmasked Estep 
Score: -10939408.000000 Penalty: 3730.451904
	Iteration 368Q: 3 clusters Score -1.093941e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 65662 members 
Entering Unmasked Estep 
Score: -10939450.000000 Penalty: 3730.451904
	Iteration 369Q: 3 clusters Score -1.093945e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30457 members 
Mstep: Class 2 contains 66141 members 
Entering Unmasked Estep 
Score: -10939536.000000 Penalty: 3730.451904
	Iteration 370Q: 3 clusters Score -1.093954e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 66616 members 
Entering Unmasked Estep 
Score: -10939600.000000 Penalty: 3730.451904
	Iteration 371Q: 3 clusters Score -1.09396e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 67119 members 
Entering Unmasked Estep 
Score: -10939723.000000 Penalty: 3730.451904
	Iteration 372Q: 3 clusters Score -1.093972e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 67635 members 
Entering Unmasked Estep 
Score: -10939825.000000 Penalty: 3730.451904
	Iteration 373Q: 3 clusters Score -1.093982e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 68182 members 
Entering Unmasked Estep 
Score: -10939895.000000 Penalty: 3730.451904
	Iteration 374Q: 3 clusters Score -1.09399e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 68717 members 
Entering Unmasked Estep 
Score: -10939993.000000 Penalty: 3730.451904
	Iteration 375Q: 3 clusters Score -1.093999e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27361 members 
Mstep: Class 2 contains 69237 members 
Entering Unmasked Estep 
Score: -10940044.000000 Penalty: 3730.451904
	Iteration 376Q: 3 clusters Score -1.094004e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 69773 members 
Entering Unmasked Estep 
Score: -10940183.000000 Penalty: 3730.451904
	Iteration 377Q: 3 clusters Score -1.094018e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 70294 members 
Entering Unmasked Estep 
Score: -10940228.000000 Penalty: 3730.451904
	Iteration 378Q: 3 clusters Score -1.094023e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 70838 members 
Entering Unmasked Estep 
Score: -10940381.000000 Penalty: 3730.451904
	Iteration 379Q: 3 clusters Score -1.094038e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 71406 members 
Entering Unmasked Estep 
Score: -10940519.000000 Penalty: 3730.451904
	Iteration 380F: 3 clusters Score -1.094052e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 72030 members 
Entering Unmasked Estep 
Score: -10940682.000000 Penalty: 3730.451904
	Iteration 381Q: 3 clusters Score -1.094068e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 72654 members 
Entering Unmasked Estep 
Score: -10940786.000000 Penalty: 3730.451904
	Iteration 382Q: 3 clusters Score -1.094079e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 73316 members 
Entering Unmasked Estep 
Score: -10940892.000000 Penalty: 3730.451904
	Iteration 383Q: 3 clusters Score -1.094089e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 73912 members 
Entering Unmasked Estep 
Score: -10941009.000000 Penalty: 3730.451904
	Iteration 384Q: 3 clusters Score -1.094101e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 74520 members 
Entering Unmasked Estep 
Score: -10941120.000000 Penalty: 3730.451904
	Iteration 385Q: 3 clusters Score -1.094112e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 75112 members 
Entering Unmasked Estep 
Score: -10941226.000000 Penalty: 3730.451904
	Iteration 386Q: 3 clusters Score -1.094123e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 75694 members 
Entering Unmasked Estep 
Score: -10941305.000000 Penalty: 3730.451904
	Iteration 387Q: 3 clusters Score -1.09413e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 76236 members 
Entering Unmasked Estep 
Score: -10941372.000000 Penalty: 3730.451904
	Iteration 388Q: 3 clusters Score -1.094137e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 76795 members 
Entering Unmasked Estep 
Score: -10941522.000000 Penalty: 3730.451904
	Iteration 389Q: 3 clusters Score -1.094152e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 77335 members 
Entering Unmasked Estep 
Score: -10941638.000000 Penalty: 3730.451904
	Iteration 390Q: 3 clusters Score -1.094164e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 77823 members 
Entering Unmasked Estep 
Score: -10941719.000000 Penalty: 3730.451904
	Iteration 391Q: 3 clusters Score -1.094172e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 78327 members 
Entering Unmasked Estep 
Score: -10941819.000000 Penalty: 3730.451904
	Iteration 392Q: 3 clusters Score -1.094182e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 78808 members 
Entering Unmasked Estep 
Score: -10941930.000000 Penalty: 3730.451904
	Iteration 393Q: 3 clusters Score -1.094193e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 79251 members 
Entering Unmasked Estep 
Score: -10942045.000000 Penalty: 3730.451904
	Iteration 394Q: 3 clusters Score -1.094204e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 79706 members 
Entering Unmasked Estep 
Score: -10942155.000000 Penalty: 3730.451904
	Iteration 395Q: 3 clusters Score -1.094216e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 80142 members 
Entering Unmasked Estep 
Score: -10942202.000000 Penalty: 3730.451904
	Iteration 396Q: 3 clusters Score -1.09422e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 80561 members 
Entering Unmasked Estep 
Score: -10942325.000000 Penalty: 3730.451904
	Iteration 397Q: 3 clusters Score -1.094232e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 80971 members 
Entering Unmasked Estep 
Score: -10942350.000000 Penalty: 3730.451904
	Iteration 398Q: 3 clusters Score -1.094235e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 81349 members 
Entering Unmasked Estep 
Score: -10942432.000000 Penalty: 3730.451904
	Iteration 399Q: 3 clusters Score -1.094243e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 81726 members 
Entering Unmasked Estep 
Score: -10942498.000000 Penalty: 3730.451904
	Iteration 400F: 3 clusters Score -1.09425e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 82101 members 
Entering Unmasked Estep 
Score: -10942599.000000 Penalty: 3730.451904
	Iteration 401Q: 3 clusters Score -1.09426e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 82494 members 
Entering Unmasked Estep 
Score: -10942648.000000 Penalty: 3730.451904
	Iteration 402Q: 3 clusters Score -1.094265e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 82861 members 
Entering Unmasked Estep 
Score: -10942717.000000 Penalty: 3730.451904
	Iteration 403Q: 3 clusters Score -1.094272e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 83208 members 
Entering Unmasked Estep 
Score: -10942789.000000 Penalty: 3730.451904
	Iteration 404Q: 3 clusters Score -1.094279e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 83554 members 
Entering Unmasked Estep 
Score: -10942889.000000 Penalty: 3730.451904
	Iteration 405Q: 3 clusters Score -1.094289e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 83874 members 
Entering Unmasked Estep 
Score: -10942963.000000 Penalty: 3730.451904
	Iteration 406Q: 3 clusters Score -1.094296e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 84203 members 
Entering Unmasked Estep 
Score: -10943046.000000 Penalty: 3730.451904
	Iteration 407Q: 3 clusters Score -1.094305e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 84545 members 
Entering Unmasked Estep 
Score: -10943124.000000 Penalty: 3730.451904
	Iteration 408Q: 3 clusters Score -1.094312e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 84881 members 
Entering Unmasked Estep 
Score: -10943189.000000 Penalty: 3730.451904
	Iteration 409Q: 3 clusters Score -1.094319e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 85197 members 
Entering Unmasked Estep 
Score: -10943235.000000 Penalty: 3730.451904
	Iteration 410Q: 3 clusters Score -1.094324e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 85525 members 
Entering Unmasked Estep 
Score: -10943319.000000 Penalty: 3730.451904
	Iteration 411Q: 3 clusters Score -1.094332e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 85838 members 
Entering Unmasked Estep 
Score: -10943389.000000 Penalty: 3730.451904
	Iteration 412Q: 3 clusters Score -1.094339e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 86129 members 
Entering Unmasked Estep 
Score: -10943490.000000 Penalty: 3730.451904
	Iteration 413Q: 3 clusters Score -1.094349e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 86393 members 
Entering Unmasked Estep 
Score: -10943593.000000 Penalty: 3730.451904
	Iteration 414Q: 3 clusters Score -1.094359e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 86659 members 
Entering Unmasked Estep 
Score: -10943659.000000 Penalty: 3730.451904
	Iteration 415Q: 3 clusters Score -1.094366e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 86904 members 
Entering Unmasked Estep 
Score: -10943732.000000 Penalty: 3730.451904
	Iteration 416Q: 3 clusters Score -1.094373e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 87107 members 
Entering Unmasked Estep 
Score: -10943774.000000 Penalty: 3730.451904
	Iteration 417Q: 3 clusters Score -1.094377e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 87308 members 
Entering Unmasked Estep 
Score: -10943805.000000 Penalty: 3730.451904
	Iteration 418Q: 3 clusters Score -1.09438e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 87474 members 
Entering Unmasked Estep 
Score: -10943862.000000 Penalty: 3730.451904
	Iteration 419Q: 3 clusters Score -1.094386e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 87621 members 
Entering Unmasked Estep 
Score: -10943927.000000 Penalty: 3730.451904
	Iteration 420F: 3 clusters Score -1.094393e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 87729 members 
Entering Unmasked Estep 
Score: -10943933.000000 Penalty: 3730.451904
	Iteration 421Q: 3 clusters Score -1.094393e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 87815 members 
Entering Unmasked Estep 
Score: -10943953.000000 Penalty: 3730.451904
	Iteration 422Q: 3 clusters Score -1.094395e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 87909 members 
Entering Unmasked Estep 
Score: -10943948.000000 Penalty: 3730.451904
	Iteration 423Q: 3 clusters Score -1.094395e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 87989 members 
Entering Unmasked Estep 
Score: -10943958.000000 Penalty: 3730.451904
	Iteration 424Q: 3 clusters Score -1.094396e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 88051 members 
Entering Unmasked Estep 
Score: -10943959.000000 Penalty: 3730.451904
	Iteration 425Q: 3 clusters Score -1.094396e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 88098 members 
Entering Unmasked Estep 
Score: -10943965.000000 Penalty: 3730.451904
	Iteration 426Q: 3 clusters Score -1.094396e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 88146 members 
Entering Unmasked Estep 
Score: -10943960.000000 Penalty: 3730.451904
	Iteration 427Q: 3 clusters Score -1.094396e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 88189 members 
Entering Unmasked Estep 
Score: -10943986.000000 Penalty: 3730.451904
	Iteration 428Q: 3 clusters Score -1.094399e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 88225 members 
Entering Unmasked Estep 
Score: -10943979.000000 Penalty: 3730.451904
	Iteration 429Q: 3 clusters Score -1.094398e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 88252 members 
Entering Unmasked Estep 
Score: -10943981.000000 Penalty: 3730.451904
	Iteration 430Q: 3 clusters Score -1.094398e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 88273 members 
Entering Unmasked Estep 
Score: -10943978.000000 Penalty: 3730.451904
	Iteration 431Q: 3 clusters Score -1.094398e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 88288 members 
Entering Unmasked Estep 
Score: -10943975.000000 Penalty: 3730.451904
	Iteration 432Q: 3 clusters Score -1.094398e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 88302 members 
Entering Unmasked Estep 
Score: -10943979.000000 Penalty: 3730.451904
	Iteration 433Q: 3 clusters Score -1.094398e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 88313 members 
Entering Unmasked Estep 
Score: -10943986.000000 Penalty: 3730.451904
	Iteration 434Q: 3 clusters Score -1.094399e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 88327 members 
Entering Unmasked Estep 
Score: -10943985.000000 Penalty: 3730.451904
	Iteration 435Q: 3 clusters Score -1.094398e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 88336 members 
Entering Unmasked Estep 
Score: -10943986.000000 Penalty: 3730.451904
	Iteration 436Q: 3 clusters Score -1.094399e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 88343 members 
Entering Unmasked Estep 
Score: -10943996.000000 Penalty: 3730.451904
	Iteration 437Q: 3 clusters Score -1.0944e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 88349 members 
Entering Unmasked Estep 
Score: -10944001.000000 Penalty: 3730.451904
	Iteration 438Q: 3 clusters Score -1.0944e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 88354 members 
Entering Unmasked Estep 
Score: -10943999.000000 Penalty: 3730.451904
	Iteration 439Q: 3 clusters Score -1.0944e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 88360 members 
Entering Unmasked Estep 
Score: -10943990.000000 Penalty: 3730.451904
	Iteration 440F: 3 clusters Score -1.094399e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 88369 members 
Entering Unmasked Estep 
Score: -10944000.000000 Penalty: 3730.451904
	Iteration 441Q: 3 clusters Score -1.0944e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 88376 members 
Entering Unmasked Estep 
Score: -10943996.000000 Penalty: 3730.451904
	Iteration 442Q: 3 clusters Score -1.0944e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 88382 members 
Entering Unmasked Estep 
Score: -10943992.000000 Penalty: 3730.451904
	Iteration 443Q: 3 clusters Score -1.094399e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 88388 members 
Entering Unmasked Estep 
Score: -10943993.000000 Penalty: 3730.451904
	Iteration 444Q: 3 clusters Score -1.094399e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 88393 members 
Entering Unmasked Estep 
Score: -10943991.000000 Penalty: 3730.451904
	Iteration 445Q: 3 clusters Score -1.094399e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 88400 members 
Entering Unmasked Estep 
Score: -10943992.000000 Penalty: 3730.451904
	Iteration 446Q: 3 clusters Score -1.094399e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 88407 members 
Entering Unmasked Estep 
Score: -10943984.000000 Penalty: 3730.451904
	Iteration 447Q: 3 clusters Score -1.094398e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 88410 members 
Entering Unmasked Estep 
Score: -10943993.000000 Penalty: 3730.451904
	Iteration 448Q: 3 clusters Score -1.094399e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 88414 members 
Entering Unmasked Estep 
Score: -10943985.000000 Penalty: 3730.451904
	Iteration 449Q: 3 clusters Score -1.094398e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 88421 members 
Entering Unmasked Estep 
Score: -10943978.000000 Penalty: 3730.451904
	Iteration 450Q: 3 clusters Score -1.094398e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 88431 members 
Entering Unmasked Estep 
Score: -10943987.000000 Penalty: 3730.451904
	Iteration 451Q: 3 clusters Score -1.094399e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 88438 members 
Entering Unmasked Estep 
Score: -10943979.000000 Penalty: 3730.451904
	Iteration 452Q: 3 clusters Score -1.094398e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 88441 members 
Entering Unmasked Estep 
Score: -10943977.000000 Penalty: 3730.451904
	Iteration 453Q: 3 clusters Score -1.094398e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 88443 members 
Entering Unmasked Estep 
Score: -10943977.000000 Penalty: 3730.451904
	Iteration 454Q: 3 clusters Score -1.094398e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 88445 members 
Entering Unmasked Estep 
Score: -10943978.000000 Penalty: 3730.451904
	Iteration 455Q: 3 clusters Score -1.094398e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 88445 members 
Entering Unmasked Estep 
Score: -10943983.000000 Penalty: 3730.451904
	Iteration 456Q: 3 clusters Score -1.094398e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 88447 members 
Entering Unmasked Estep 
Score: -10943983.000000 Penalty: 3730.451904
	Iteration 457Q: 3 clusters Score -1.094398e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 88448 members 
Entering Unmasked Estep 
Score: -10943987.000000 Penalty: 3730.451904
	Iteration 458Q: 3 clusters Score -1.094399e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 88449 members 
Entering Unmasked Estep 
Score: -10943991.000000 Penalty: 3730.451904
	Iteration 459Q: 3 clusters Score -1.094399e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 88449 members 
Entering Unmasked Estep 
Score: -10943991.000000 Penalty: 3730.451904
	Iteration 460F: 3 clusters Score -1.094399e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 143752 members 
Mstep: Class 3 contains 8459 members 
Mstep: Class 4 contains 21727 members 
Mstep: Class 5 contains 644 members 
Mstep: Class 6 contains 912 members 
Mstep: Class 7 contains 101782 members 
Mstep: Class 8 contains 543 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 188583 members 
Mstep: Class 11 contains 89167 members 
Mstep: Class 12 contains 35714 members 
Mstep: Class 13 contains 71210 members 
Mstep: Class 14 contains 106091 members 
Mstep: Class 15 contains 4959 members 
Mstep: Class 16 contains 47826 members 
Mstep: Class 17 contains 11234 members 
Mstep: Class 18 contains 6304 members 
Mstep: Class 19 contains 26340 members 
Mstep: Class 20 contains 1624 members 
Mstep: Class 21 contains 30465 members 
Mstep: Class 22 contains 70028 members 
Mstep: Class 23 contains 114817 members 
Mstep: Class 24 contains 8149 members 
Mstep: Class 25 contains 803 members 
Mstep: Class 26 contains 1792 members 
Mstep: Class 27 contains 799 members 
Mstep: Class 28 contains 12331 members 
Mstep: Class 29 contains 152307 members 
Mstep: Class 30 contains 3425 members 
Mstep: Class 31 contains 114169 members 
Mstep: Class 32 contains 4802 members 
Mstep: Class 33 contains 641 members 
Mstep: Class 34 contains 99598 members 
Mstep: Class 35 contains 88462 members 
Mstep: Class 36 contains 59519 members 
Mstep: Class 37 contains 4452 members 
Mstep: Class 38 contains 88449 members 
Entering Unmasked Estep 
Score: -194556000.000000 Penalty: 88669.968750
Splitting cluster 24 changes total score from -194541568.000000 to -194556000.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 25 (803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Entering Unmasked Estep 
Score: -77418.843750 Penalty: 1086.857666
	Iteration 0F: 2 clusters Score -77418.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -76185.578125 Penalty: 2173.715332
	Iteration 0F: 3 clusters Score -76185.58 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -76625.171875 Penalty: 2173.715332
	Iteration 1F: 3 clusters Score -76625.17 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -76987.718750 Penalty: 2173.715332
	Iteration 2F: 3 clusters Score -76987.72 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -77227.835938 Penalty: 2173.715332
	Iteration 3F: 3 clusters Score -77227.84 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -77322.984375 Penalty: 2173.715332
	Iteration 4F: 3 clusters Score -77322.98 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -77433.039062 Penalty: 2173.715332
	Iteration 5Q: 3 clusters Score -77433.04 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -77536.890625 Penalty: 2173.715332
	Iteration 6Q: 3 clusters Score -77536.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -77588.320312 Penalty: 2173.715332
	Iteration 7Q: 3 clusters Score -77588.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -77608.890625 Penalty: 2173.715332
	Iteration 8Q: 3 clusters Score -77608.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -77619.812500 Penalty: 2173.715332
	Iteration 9Q: 3 clusters Score -77619.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -77623.328125 Penalty: 2173.715332
	Iteration 10Q: 3 clusters Score -77623.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -77623.984375 Penalty: 2173.715332
	Iteration 11F: 3 clusters Score -77623.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -77626.164062 Penalty: 2173.715332
	Iteration 12Q: 3 clusters Score -77626.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -77626.945312 Penalty: 2173.715332
	Iteration 13Q: 3 clusters Score -77626.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -77626.945312 Penalty: 2173.715332
	Iteration 14F: 3 clusters Score -77626.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 143752 members 
Mstep: Class 3 contains 8459 members 
Mstep: Class 4 contains 21727 members 
Mstep: Class 5 contains 644 members 
Mstep: Class 6 contains 912 members 
Mstep: Class 7 contains 101782 members 
Mstep: Class 8 contains 543 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 188583 members 
Mstep: Class 11 contains 89167 members 
Mstep: Class 12 contains 35714 members 
Mstep: Class 13 contains 71210 members 
Mstep: Class 14 contains 106091 members 
Mstep: Class 15 contains 4959 members 
Mstep: Class 16 contains 47826 members 
Mstep: Class 17 contains 11234 members 
Mstep: Class 18 contains 6304 members 
Mstep: Class 19 contains 26340 members 
Mstep: Class 20 contains 1624 members 
Mstep: Class 21 contains 30465 members 
Mstep: Class 22 contains 70028 members 
Mstep: Class 23 contains 114817 members 
Mstep: Class 24 contains 8149 members 
Mstep: Class 25 contains 529 members 
Mstep: Class 26 contains 1792 members 
Mstep: Class 27 contains 799 members 
Mstep: Class 28 contains 12331 members 
Mstep: Class 29 contains 152307 members 
Mstep: Class 30 contains 3425 members 
Mstep: Class 31 contains 114169 members 
Mstep: Class 32 contains 4802 members 
Mstep: Class 33 contains 641 members 
Mstep: Class 34 contains 99598 members 
Mstep: Class 35 contains 88462 members 
Mstep: Class 36 contains 59519 members 
Mstep: Class 37 contains 4452 members 
Mstep: Class 38 contains 88449 members 
Mstep: Class 39 contains 274 members 
Entering Unmasked Estep 
Score: -194554464.000000 Penalty: 91003.390625
Splitting cluster 25 changes total score from -194541568.000000 to -194554464.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 26 (1792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Entering Unmasked Estep 
Score: -184402.125000 Penalty: 1217.301758
	Iteration 0F: 2 clusters Score -184402.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -182528.656250 Penalty: 2434.603516
	Iteration 0F: 3 clusters Score -182528.7 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -183341.765625 Penalty: 2434.603516
	Iteration 1F: 3 clusters Score -183341.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -184018.781250 Penalty: 2434.603516
	Iteration 2F: 3 clusters Score -184018.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -184646.171875 Penalty: 2434.603516
	Iteration 3F: 3 clusters Score -184646.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -185020.375000 Penalty: 2434.603516
	Iteration 4F: 3 clusters Score -185020.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -185204.359375 Penalty: 2434.603516
	Iteration 5F: 3 clusters Score -185204.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -185366.890625 Penalty: 2434.603516
	Iteration 6Q: 3 clusters Score -185366.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -185522.796875 Penalty: 2434.603516
	Iteration 7Q: 3 clusters Score -185522.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -185602.921875 Penalty: 2434.603516
	Iteration 8Q: 3 clusters Score -185602.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -185637.531250 Penalty: 2434.603516
	Iteration 9Q: 3 clusters Score -185637.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -185652.968750 Penalty: 2434.603516
	Iteration 10Q: 3 clusters Score -185653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -185665.593750 Penalty: 2434.603516
	Iteration 11Q: 3 clusters Score -185665.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -185670.703125 Penalty: 2434.603516
	Iteration 12Q: 3 clusters Score -185670.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -185674.218750 Penalty: 2434.603516
	Iteration 13Q: 3 clusters Score -185674.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -185674.859375 Penalty: 2434.603516
	Iteration 14Q: 3 clusters Score -185674.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -185675.343750 Penalty: 2434.603516
	Iteration 15Q: 3 clusters Score -185675.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -185677.609375 Penalty: 2434.603516
	Iteration 16Q: 3 clusters Score -185677.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -185677.609375 Penalty: 2434.603516
	Iteration 17F: 3 clusters Score -185677.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 143752 members 
Mstep: Class 3 contains 8459 members 
Mstep: Class 4 contains 21727 members 
Mstep: Class 5 contains 644 members 
Mstep: Class 6 contains 912 members 
Mstep: Class 7 contains 101782 members 
Mstep: Class 8 contains 543 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 188583 members 
Mstep: Class 11 contains 89167 members 
Mstep: Class 12 contains 35714 members 
Mstep: Class 13 contains 71210 members 
Mstep: Class 14 contains 106091 members 
Mstep: Class 15 contains 4959 members 
Mstep: Class 16 contains 47826 members 
Mstep: Class 17 contains 11234 members 
Mstep: Class 18 contains 6304 members 
Mstep: Class 19 contains 26340 members 
Mstep: Class 20 contains 1624 members 
Mstep: Class 21 contains 30465 members 
Mstep: Class 22 contains 70028 members 
Mstep: Class 23 contains 114817 members 
Mstep: Class 24 contains 8149 members 
Mstep: Class 25 contains 529 members 
Mstep: Class 26 contains 1098 members 
Mstep: Class 27 contains 799 members 
Mstep: Class 28 contains 12331 members 
Mstep: Class 29 contains 152307 members 
Mstep: Class 30 contains 3425 members 
Mstep: Class 31 contains 114169 members 
Mstep: Class 32 contains 4802 members 
Mstep: Class 33 contains 641 members 
Mstep: Class 34 contains 99598 members 
Mstep: Class 35 contains 88462 members 
Mstep: Class 36 contains 59519 members 
Mstep: Class 37 contains 4452 members 
Mstep: Class 38 contains 88449 members 
Mstep: Class 39 contains 274 members 
Mstep: Class 40 contains 694 members 
Entering Unmasked Estep 
Score: -194553936.000000 Penalty: 93336.812500
Splitting cluster 26 changes total score from -194541568.000000 to -194553936.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 27 (799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Entering Unmasked Estep 
Score: -66276.257812 Penalty: 1086.046143
	Iteration 0F: 2 clusters Score -66276.26 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 383 members 
Entering Unmasked Estep 
Score: -65116.871094 Penalty: 2172.092285
	Iteration 0F: 3 clusters Score -65116.87 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -65729.265625 Penalty: 2172.092285
	Iteration 1F: 3 clusters Score -65729.27 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -66204.429688 Penalty: 2172.092285
	Iteration 2F: 3 clusters Score -66204.43 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -66614.195312 Penalty: 2172.092285
	Iteration 3F: 3 clusters Score -66614.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -66939.171875 Penalty: 2172.092285
	Iteration 4F: 3 clusters Score -66939.17 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -67080.476562 Penalty: 2172.092285
	Iteration 5Q: 3 clusters Score -67080.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -67124.648438 Penalty: 2172.092285
	Iteration 6Q: 3 clusters Score -67124.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -67139.828125 Penalty: 2172.092285
	Iteration 7Q: 3 clusters Score -67139.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -67153.890625 Penalty: 2172.092285
	Iteration 8Q: 3 clusters Score -67153.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -67162.789062 Penalty: 2172.092285
	Iteration 9Q: 3 clusters Score -67162.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -67175.906250 Penalty: 2172.092285
	Iteration 10Q: 3 clusters Score -67175.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -67185.796875 Penalty: 2172.092285
	Iteration 11Q: 3 clusters Score -67185.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -67187.500000 Penalty: 2172.092285
	Iteration 12Q: 3 clusters Score -67187.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -67187.500000 Penalty: 2172.092285
	Iteration 13F: 3 clusters Score -67187.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 143752 members 
Mstep: Class 3 contains 8459 members 
Mstep: Class 4 contains 21727 members 
Mstep: Class 5 contains 644 members 
Mstep: Class 6 contains 912 members 
Mstep: Class 7 contains 101782 members 
Mstep: Class 8 contains 543 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 188583 members 
Mstep: Class 11 contains 89167 members 
Mstep: Class 12 contains 35714 members 
Mstep: Class 13 contains 71210 members 
Mstep: Class 14 contains 106091 members 
Mstep: Class 15 contains 4959 members 
Mstep: Class 16 contains 47826 members 
Mstep: Class 17 contains 11234 members 
Mstep: Class 18 contains 6304 members 
Mstep: Class 19 contains 26340 members 
Mstep: Class 20 contains 1624 members 
Mstep: Class 21 contains 30465 members 
Mstep: Class 22 contains 70028 members 
Mstep: Class 23 contains 114817 members 
Mstep: Class 24 contains 8149 members 
Mstep: Class 25 contains 529 members 
Mstep: Class 26 contains 1098 members 
Mstep: Class 27 contains 442 members 
Mstep: Class 28 contains 12331 members 
Mstep: Class 29 contains 152307 members 
Mstep: Class 30 contains 3425 members 
Mstep: Class 31 contains 114169 members 
Mstep: Class 32 contains 4802 members 
Mstep: Class 33 contains 641 members 
Mstep: Class 34 contains 99598 members 
Mstep: Class 35 contains 88462 members 
Mstep: Class 36 contains 59519 members 
Mstep: Class 37 contains 4452 members 
Mstep: Class 38 contains 88449 members 
Mstep: Class 39 contains 274 members 
Mstep: Class 40 contains 694 members 
Mstep: Class 41 contains 357 members 
Entering Unmasked Estep 
Score: -194554832.000000 Penalty: 95670.234375
Splitting cluster 27 changes total score from -194541568.000000 to -194554832.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 28 (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: -1405655.500000 Penalty: 1530.729126
	Iteration 0F: 2 clusters Score -1405656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1397025.875000 Penalty: 3061.458252
	Iteration 0F: 3 clusters Score -1397026 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1399841.750000 Penalty: 3061.458252
	Iteration 1F: 3 clusters Score -1399842 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1400046.000000 Penalty: 3061.458252
	Iteration 2F: 3 clusters Score -1400046 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1400190.000000 Penalty: 3061.458252
	Iteration 3Q: 3 clusters Score -1400190 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1400331.625000 Penalty: 3061.458252
	Iteration 4Q: 3 clusters Score -1400332 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1400457.000000 Penalty: 3061.458252
	Iteration 5Q: 3 clusters Score -1400457 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1400564.375000 Penalty: 3061.458252
	Iteration 6Q: 3 clusters Score -1400564 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1400674.750000 Penalty: 3061.458252
	Iteration 7Q: 3 clusters Score -1400675 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1400772.000000 Penalty: 3061.458252
	Iteration 8Q: 3 clusters Score -1400772 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1400875.750000 Penalty: 3061.458252
	Iteration 9Q: 3 clusters Score -1400876 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1401013.500000 Penalty: 3061.458252
	Iteration 10Q: 3 clusters Score -1401014 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1401193.125000 Penalty: 3061.458252
	Iteration 11Q: 3 clusters Score -1401193 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1401445.625000 Penalty: 3061.458252
	Iteration 12Q: 3 clusters Score -1401446 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1401765.500000 Penalty: 3061.458252
	Iteration 13Q: 3 clusters Score -1401766 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1402168.125000 Penalty: 3061.458252
	Iteration 14F: 3 clusters Score -1402168 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1402667.000000 Penalty: 3061.458252
	Iteration 15F: 3 clusters Score -1402667 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1403189.375000 Penalty: 3061.458252
	Iteration 16F: 3 clusters Score -1403189 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1403652.125000 Penalty: 3061.458252
	Iteration 17Q: 3 clusters Score -1403652 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1403925.000000 Penalty: 3061.458252
	Iteration 18Q: 3 clusters Score -1403925 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1404079.875000 Penalty: 3061.458252
	Iteration 19Q: 3 clusters Score -1404080 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1404173.625000 Penalty: 3061.458252
	Iteration 20F: 3 clusters Score -1404174 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -1404230.125000 Penalty: 3061.458252
	Iteration 21Q: 3 clusters Score -1404230 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -1404263.500000 Penalty: 3061.458252
	Iteration 22Q: 3 clusters Score -1404264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -1404281.000000 Penalty: 3061.458252
	Iteration 23Q: 3 clusters Score -1404281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -1404293.125000 Penalty: 3061.458252
	Iteration 24Q: 3 clusters Score -1404293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -1404301.625000 Penalty: 3061.458252
	Iteration 25Q: 3 clusters Score -1404302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -1404308.250000 Penalty: 3061.458252
	Iteration 26Q: 3 clusters Score -1404308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1404310.875000 Penalty: 3061.458252
	Iteration 27Q: 3 clusters Score -1404311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1404311.000000 Penalty: 3061.458252
	Iteration 28Q: 3 clusters Score -1404311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1404314.625000 Penalty: 3061.458252
	Iteration 29Q: 3 clusters Score -1404315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1404315.625000 Penalty: 3061.458252
	Iteration 30Q: 3 clusters Score -1404316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1404315.625000 Penalty: 3061.458252
	Iteration 31F: 3 clusters Score -1404316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (152307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152307 members 
Entering Unmasked Estep 
Score: -17989538.000000 Penalty: 1939.218750
	Iteration 0F: 2 clusters Score -1.798954e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76243 members 
Mstep: Class 2 contains 76064 members 
Entering Unmasked Estep 
Score: -17914954.000000 Penalty: 3878.437500
	Iteration 0F: 3 clusters Score -1.791495e+07 nChanged 73261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76450 members 
Mstep: Class 2 contains 75857 members 
Entering Unmasked Estep 
Score: -17957832.000000 Penalty: 3878.437500
	Iteration 1F: 3 clusters Score -1.795783e+07 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76063 members 
Mstep: Class 2 contains 76244 members 
Entering Unmasked Estep 
Score: -17958910.000000 Penalty: 3878.437500
	Iteration 2Q: 3 clusters Score -1.795891e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75579 members 
Mstep: Class 2 contains 76728 members 
Entering Unmasked Estep 
Score: -17960246.000000 Penalty: 3878.437500
	Iteration 3Q: 3 clusters Score -1.796025e+07 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74955 members 
Mstep: Class 2 contains 77352 members 
Entering Unmasked Estep 
Score: -17962374.000000 Penalty: 3878.437500
	Iteration 4Q: 3 clusters Score -1.796237e+07 nChanged 6808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74033 members 
Mstep: Class 2 contains 78274 members 
Entering Unmasked Estep 
Score: -17965274.000000 Penalty: 3878.437500
	Iteration 5Q: 3 clusters Score -1.796527e+07 nChanged 8074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72863 members 
Mstep: Class 2 contains 79444 members 
Entering Unmasked Estep 
Score: -17969772.000000 Penalty: 3878.437500
	Iteration 6F: 3 clusters Score -1.796977e+07 nChanged 9511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71260 members 
Mstep: Class 2 contains 81047 members 
Entering Unmasked Estep 
Score: -17976554.000000 Penalty: 3878.437500
	Iteration 7F: 3 clusters Score -1.797655e+07 nChanged 10403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69471 members 
Mstep: Class 2 contains 82836 members 
Entering Unmasked Estep 
Score: -17984550.000000 Penalty: 3878.437500
	Iteration 8F: 3 clusters Score -1.798455e+07 nChanged 9267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67858 members 
Mstep: Class 2 contains 84449 members 
Entering Unmasked Estep 
Score: -17990058.000000 Penalty: 3878.437500
	Iteration 9F: 3 clusters Score -1.799006e+07 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66344 members 
Mstep: Class 2 contains 85963 members 
Entering Unmasked Estep 
Score: -17992416.000000 Penalty: 3878.437500
	Iteration 10Q: 3 clusters Score -1.799242e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64705 members 
Mstep: Class 2 contains 87602 members 
Entering Unmasked Estep 
Score: -17993308.000000 Penalty: 3878.437500
	Iteration 11Q: 3 clusters Score -1.799331e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62963 members 
Mstep: Class 2 contains 89344 members 
Entering Unmasked Estep 
Score: -17993784.000000 Penalty: 3878.437500
	Iteration 12Q: 3 clusters Score -1.799378e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61086 members 
Mstep: Class 2 contains 91221 members 
Entering Unmasked Estep 
Score: -17994208.000000 Penalty: 3878.437500
	Iteration 13Q: 3 clusters Score -1.799421e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59094 members 
Mstep: Class 2 contains 93213 members 
Entering Unmasked Estep 
Score: -17994584.000000 Penalty: 3878.437500
	Iteration 14Q: 3 clusters Score -1.799458e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56986 members 
Mstep: Class 2 contains 95321 members 
Entering Unmasked Estep 
Score: -17995002.000000 Penalty: 3878.437500
	Iteration 15Q: 3 clusters Score -1.7995e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54862 members 
Mstep: Class 2 contains 97445 members 
Entering Unmasked Estep 
Score: -17995446.000000 Penalty: 3878.437500
	Iteration 16Q: 3 clusters Score -1.799545e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52849 members 
Mstep: Class 2 contains 99458 members 
Entering Unmasked Estep 
Score: -17995926.000000 Penalty: 3878.437500
	Iteration 17Q: 3 clusters Score -1.799593e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51235 members 
Mstep: Class 2 contains 101072 members 
Entering Unmasked Estep 
Score: -17996278.000000 Penalty: 3878.437500
	Iteration 18Q: 3 clusters Score -1.799628e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50157 members 
Mstep: Class 2 contains 102150 members 
Entering Unmasked Estep 
Score: -17997206.000000 Penalty: 3878.437500
	Iteration 19Q: 3 clusters Score -1.799721e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49535 members 
Mstep: Class 2 contains 102772 members 
Entering Unmasked Estep 
Score: -17998176.000000 Penalty: 3878.437500
	Iteration 20F: 3 clusters Score -1.799818e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49339 members 
Mstep: Class 2 contains 102968 members 
Entering Unmasked Estep 
Score: -17999162.000000 Penalty: 3878.437500
	Iteration 21Q: 3 clusters Score -1.799916e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49576 members 
Mstep: Class 2 contains 102731 members 
Entering Unmasked Estep 
Score: -18000482.000000 Penalty: 3878.437500
	Iteration 22Q: 3 clusters Score -1.800048e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49959 members 
Mstep: Class 2 contains 102348 members 
Entering Unmasked Estep 
Score: -18001684.000000 Penalty: 3878.437500
	Iteration 23Q: 3 clusters Score -1.800168e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50524 members 
Mstep: Class 2 contains 101783 members 
Entering Unmasked Estep 
Score: -18002680.000000 Penalty: 3878.437500
	Iteration 24Q: 3 clusters Score -1.800268e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51320 members 
Mstep: Class 2 contains 100987 members 
Entering Unmasked Estep 
Score: -18003828.000000 Penalty: 3878.437500
	Iteration 25Q: 3 clusters Score -1.800383e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52150 members 
Mstep: Class 2 contains 100157 members 
Entering Unmasked Estep 
Score: -18004642.000000 Penalty: 3878.437500
	Iteration 26Q: 3 clusters Score -1.800464e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52998 members 
Mstep: Class 2 contains 99309 members 
Entering Unmasked Estep 
Score: -18005306.000000 Penalty: 3878.437500
	Iteration 27Q: 3 clusters Score -1.800531e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53619 members 
Mstep: Class 2 contains 98688 members 
Entering Unmasked Estep 
Score: -18005916.000000 Penalty: 3878.437500
	Iteration 28Q: 3 clusters Score -1.800592e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54107 members 
Mstep: Class 2 contains 98200 members 
Entering Unmasked Estep 
Score: -18006280.000000 Penalty: 3878.437500
	Iteration 29Q: 3 clusters Score -1.800628e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54478 members 
Mstep: Class 2 contains 97829 members 
Entering Unmasked Estep 
Score: -18006550.000000 Penalty: 3878.437500
	Iteration 30Q: 3 clusters Score -1.800655e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54743 members 
Mstep: Class 2 contains 97564 members 
Entering Unmasked Estep 
Score: -18006730.000000 Penalty: 3878.437500
	Iteration 31Q: 3 clusters Score -1.800673e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54987 members 
Mstep: Class 2 contains 97320 members 
Entering Unmasked Estep 
Score: -18006828.000000 Penalty: 3878.437500
	Iteration 32Q: 3 clusters Score -1.800683e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55152 members 
Mstep: Class 2 contains 97155 members 
Entering Unmasked Estep 
Score: -18006890.000000 Penalty: 3878.437500
	Iteration 33Q: 3 clusters Score -1.800689e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55261 members 
Mstep: Class 2 contains 97046 members 
Entering Unmasked Estep 
Score: -18007004.000000 Penalty: 3878.437500
	Iteration 34Q: 3 clusters Score -1.8007e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55319 members 
Mstep: Class 2 contains 96988 members 
Entering Unmasked Estep 
Score: -18007012.000000 Penalty: 3878.437500
	Iteration 35Q: 3 clusters Score -1.800701e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55371 members 
Mstep: Class 2 contains 96936 members 
Entering Unmasked Estep 
Score: -18007104.000000 Penalty: 3878.437500
	Iteration 36Q: 3 clusters Score -1.80071e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55411 members 
Mstep: Class 2 contains 96896 members 
Entering Unmasked Estep 
Score: -18007100.000000 Penalty: 3878.437500
	Iteration 37Q: 3 clusters Score -1.80071e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55415 members 
Mstep: Class 2 contains 96892 members 
Entering Unmasked Estep 
Score: -18007106.000000 Penalty: 3878.437500
	Iteration 38Q: 3 clusters Score -1.800711e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55385 members 
Mstep: Class 2 contains 96922 members 
Entering Unmasked Estep 
Score: -18007054.000000 Penalty: 3878.437500
	Iteration 39Q: 3 clusters Score -1.800705e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55352 members 
Mstep: Class 2 contains 96955 members 
Entering Unmasked Estep 
Score: -18007074.000000 Penalty: 3878.437500
	Iteration 40F: 3 clusters Score -1.800707e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55389 members 
Mstep: Class 2 contains 96918 members 
Entering Unmasked Estep 
Score: -18007108.000000 Penalty: 3878.437500
	Iteration 41Q: 3 clusters Score -1.800711e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55403 members 
Mstep: Class 2 contains 96904 members 
Entering Unmasked Estep 
Score: -18007056.000000 Penalty: 3878.437500
	Iteration 42Q: 3 clusters Score -1.800706e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55391 members 
Mstep: Class 2 contains 96916 members 
Entering Unmasked Estep 
Score: -18007040.000000 Penalty: 3878.437500
	Iteration 43Q: 3 clusters Score -1.800704e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55404 members 
Mstep: Class 2 contains 96903 members 
Entering Unmasked Estep 
Score: -18007032.000000 Penalty: 3878.437500
	Iteration 44Q: 3 clusters Score -1.800703e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55394 members 
Mstep: Class 2 contains 96913 members 
Entering Unmasked Estep 
Score: -18007030.000000 Penalty: 3878.437500
	Iteration 45Q: 3 clusters Score -1.800703e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55401 members 
Mstep: Class 2 contains 96906 members 
Entering Unmasked Estep 
Score: -18006996.000000 Penalty: 3878.437500
	Iteration 46Q: 3 clusters Score -1.8007e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55427 members 
Mstep: Class 2 contains 96880 members 
Entering Unmasked Estep 
Score: -18006992.000000 Penalty: 3878.437500
	Iteration 47Q: 3 clusters Score -1.800699e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55442 members 
Mstep: Class 2 contains 96865 members 
Entering Unmasked Estep 
Score: -18007034.000000 Penalty: 3878.437500
	Iteration 48Q: 3 clusters Score -1.800703e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55454 members 
Mstep: Class 2 contains 96853 members 
Entering Unmasked Estep 
Score: -18007032.000000 Penalty: 3878.437500
	Iteration 49Q: 3 clusters Score -1.800703e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55469 members 
Mstep: Class 2 contains 96838 members 
Entering Unmasked Estep 
Score: -18007012.000000 Penalty: 3878.437500
	Iteration 50Q: 3 clusters Score -1.800701e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55487 members 
Mstep: Class 2 contains 96820 members 
Entering Unmasked Estep 
Score: -18007016.000000 Penalty: 3878.437500
	Iteration 51Q: 3 clusters Score -1.800702e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55520 members 
Mstep: Class 2 contains 96787 members 
Entering Unmasked Estep 
Score: -18007044.000000 Penalty: 3878.437500
	Iteration 52Q: 3 clusters Score -1.800704e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55542 members 
Mstep: Class 2 contains 96765 members 
Entering Unmasked Estep 
Score: -18007056.000000 Penalty: 3878.437500
	Iteration 53Q: 3 clusters Score -1.800706e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55554 members 
Mstep: Class 2 contains 96753 members 
Entering Unmasked Estep 
Score: -18007054.000000 Penalty: 3878.437500
	Iteration 54Q: 3 clusters Score -1.800705e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55552 members 
Mstep: Class 2 contains 96755 members 
Entering Unmasked Estep 
Score: -18007080.000000 Penalty: 3878.437500
	Iteration 55Q: 3 clusters Score -1.800708e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55558 members 
Mstep: Class 2 contains 96749 members 
Entering Unmasked Estep 
Score: -18007064.000000 Penalty: 3878.437500
	Iteration 56Q: 3 clusters Score -1.800706e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55562 members 
Mstep: Class 2 contains 96745 members 
Entering Unmasked Estep 
Score: -18007048.000000 Penalty: 3878.437500
	Iteration 57Q: 3 clusters Score -1.800705e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55565 members 
Mstep: Class 2 contains 96742 members 
Entering Unmasked Estep 
Score: -18007038.000000 Penalty: 3878.437500
	Iteration 58Q: 3 clusters Score -1.800704e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55562 members 
Mstep: Class 2 contains 96745 members 
Entering Unmasked Estep 
Score: -18007040.000000 Penalty: 3878.437500
	Iteration 59Q: 3 clusters Score -1.800704e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55562 members 
Mstep: Class 2 contains 96745 members 
Entering Unmasked Estep 
Score: -18007036.000000 Penalty: 3878.437500
	Iteration 60F: 3 clusters Score -1.800704e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55562 members 
Mstep: Class 2 contains 96745 members 
Entering Unmasked Estep 
Score: -18007036.000000 Penalty: 3878.437500
	Iteration 61Q: 3 clusters Score -1.800704e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55569 members 
Mstep: Class 2 contains 96738 members 
Entering Unmasked Estep 
Score: -18007024.000000 Penalty: 3878.437500
	Iteration 62Q: 3 clusters Score -1.800702e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55570 members 
Mstep: Class 2 contains 96737 members 
Entering Unmasked Estep 
Score: -18007026.000000 Penalty: 3878.437500
	Iteration 63Q: 3 clusters Score -1.800703e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55578 members 
Mstep: Class 2 contains 96729 members 
Entering Unmasked Estep 
Score: -18007018.000000 Penalty: 3878.437500
	Iteration 64Q: 3 clusters Score -1.800702e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55577 members 
Mstep: Class 2 contains 96730 members 
Entering Unmasked Estep 
Score: -18007008.000000 Penalty: 3878.437500
	Iteration 65Q: 3 clusters Score -1.800701e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55585 members 
Mstep: Class 2 contains 96722 members 
Entering Unmasked Estep 
Score: -18007024.000000 Penalty: 3878.437500
	Iteration 66Q: 3 clusters Score -1.800702e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55583 members 
Mstep: Class 2 contains 96724 members 
Entering Unmasked Estep 
Score: -18007030.000000 Penalty: 3878.437500
	Iteration 67Q: 3 clusters Score -1.800703e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55585 members 
Mstep: Class 2 contains 96722 members 
Entering Unmasked Estep 
Score: -18007034.000000 Penalty: 3878.437500
	Iteration 68Q: 3 clusters Score -1.800703e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55582 members 
Mstep: Class 2 contains 96725 members 
Entering Unmasked Estep 
Score: -18007028.000000 Penalty: 3878.437500
	Iteration 69Q: 3 clusters Score -1.800703e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55569 members 
Mstep: Class 2 contains 96738 members 
Entering Unmasked Estep 
Score: -18007034.000000 Penalty: 3878.437500
	Iteration 70Q: 3 clusters Score -1.800703e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55566 members 
Mstep: Class 2 contains 96741 members 
Entering Unmasked Estep 
Score: -18007028.000000 Penalty: 3878.437500
	Iteration 71Q: 3 clusters Score -1.800703e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55563 members 
Mstep: Class 2 contains 96744 members 
Entering Unmasked Estep 
Score: -18007022.000000 Penalty: 3878.437500
	Iteration 72Q: 3 clusters Score -1.800702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55563 members 
Mstep: Class 2 contains 96744 members 
Entering Unmasked Estep 
Score: -18007024.000000 Penalty: 3878.437500
	Iteration 73Q: 3 clusters Score -1.800702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55565 members 
Mstep: Class 2 contains 96742 members 
Entering Unmasked Estep 
Score: -18007028.000000 Penalty: 3878.437500
	Iteration 74Q: 3 clusters Score -1.800703e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55567 members 
Mstep: Class 2 contains 96740 members 
Entering Unmasked Estep 
Score: -18007028.000000 Penalty: 3878.437500
	Iteration 75Q: 3 clusters Score -1.800703e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55569 members 
Mstep: Class 2 contains 96738 members 
Entering Unmasked Estep 
Score: -18007028.000000 Penalty: 3878.437500
	Iteration 76Q: 3 clusters Score -1.800703e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55572 members 
Mstep: Class 2 contains 96735 members 
Entering Unmasked Estep 
Score: -18007030.000000 Penalty: 3878.437500
	Iteration 77Q: 3 clusters Score -1.800703e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55571 members 
Mstep: Class 2 contains 96736 members 
Entering Unmasked Estep 
Score: -18007016.000000 Penalty: 3878.437500
	Iteration 78Q: 3 clusters Score -1.800702e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55573 members 
Mstep: Class 2 contains 96734 members 
Entering Unmasked Estep 
Score: -18007022.000000 Penalty: 3878.437500
	Iteration 79Q: 3 clusters Score -1.800702e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55572 members 
Mstep: Class 2 contains 96735 members 
Entering Unmasked Estep 
Score: -18007010.000000 Penalty: 3878.437500
	Iteration 80F: 3 clusters Score -1.800701e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55572 members 
Mstep: Class 2 contains 96735 members 
Entering Unmasked Estep 
Score: -18007006.000000 Penalty: 3878.437500
	Iteration 81Q: 3 clusters Score -1.800701e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55574 members 
Mstep: Class 2 contains 96733 members 
Entering Unmasked Estep 
Score: -18007018.000000 Penalty: 3878.437500
	Iteration 82Q: 3 clusters Score -1.800702e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55573 members 
Mstep: Class 2 contains 96734 members 
Entering Unmasked Estep 
Score: -18007004.000000 Penalty: 3878.437500
	Iteration 83Q: 3 clusters Score -1.8007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55574 members 
Mstep: Class 2 contains 96733 members 
Entering Unmasked Estep 
Score: -18007006.000000 Penalty: 3878.437500
	Iteration 84Q: 3 clusters Score -1.800701e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55574 members 
Mstep: Class 2 contains 96733 members 
Entering Unmasked Estep 
Score: -18007006.000000 Penalty: 3878.437500
	Iteration 85F: 3 clusters Score -1.800701e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 143752 members 
Mstep: Class 3 contains 8459 members 
Mstep: Class 4 contains 21727 members 
Mstep: Class 5 contains 644 members 
Mstep: Class 6 contains 912 members 
Mstep: Class 7 contains 101782 members 
Mstep: Class 8 contains 543 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 188583 members 
Mstep: Class 11 contains 89167 members 
Mstep: Class 12 contains 35714 members 
Mstep: Class 13 contains 71210 members 
Mstep: Class 14 contains 106091 members 
Mstep: Class 15 contains 4959 members 
Mstep: Class 16 contains 47826 members 
Mstep: Class 17 contains 11234 members 
Mstep: Class 18 contains 6304 members 
Mstep: Class 19 contains 26340 members 
Mstep: Class 20 contains 1624 members 
Mstep: Class 21 contains 30465 members 
Mstep: Class 22 contains 70028 members 
Mstep: Class 23 contains 114817 members 
Mstep: Class 24 contains 8149 members 
Mstep: Class 25 contains 529 members 
Mstep: Class 26 contains 1098 members 
Mstep: Class 27 contains 442 members 
Mstep: Class 28 contains 12331 members 
Mstep: Class 29 contains 55574 members 
Mstep: Class 30 contains 3425 members 
Mstep: Class 31 contains 114169 members 
Mstep: Class 32 contains 4802 members 
Mstep: Class 33 contains 641 members 
Mstep: Class 34 contains 99598 members 
Mstep: Class 35 contains 88462 members 
Mstep: Class 36 contains 59519 members 
Mstep: Class 37 contains 4452 members 
Mstep: Class 38 contains 88449 members 
Mstep: Class 39 contains 274 members 
Mstep: Class 40 contains 694 members 
Mstep: Class 41 contains 357 members 
Mstep: Class 42 contains 96733 members 
Entering Unmasked Estep 
Score: -194576528.000000 Penalty: 98003.648438
Splitting cluster 29 changes total score from -194541568.000000 to -194576528.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 30 (3425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Entering Unmasked Estep 
Score: -350201.437500 Penalty: 1322.564209
	Iteration 0F: 2 clusters Score -350201.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -347262.656250 Penalty: 2645.128418
	Iteration 0F: 3 clusters Score -347262.7 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -348530.218750 Penalty: 2645.128418
	Iteration 1F: 3 clusters Score -348530.2 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -349979.218750 Penalty: 2645.128418
	Iteration 2F: 3 clusters Score -349979.2 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -351570.000000 Penalty: 2645.128418
	Iteration 3F: 3 clusters Score -351570 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -352127.406250 Penalty: 2645.128418
	Iteration 4F: 3 clusters Score -352127.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -352209.750000 Penalty: 2645.128418
	Iteration 5Q: 3 clusters Score -352209.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -352227.468750 Penalty: 2645.128418
	Iteration 6Q: 3 clusters Score -352227.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -352234.687500 Penalty: 2645.128418
	Iteration 7Q: 3 clusters Score -352234.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -352238.687500 Penalty: 2645.128418
	Iteration 8Q: 3 clusters Score -352238.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -352238.843750 Penalty: 2645.128418
	Iteration 9Q: 3 clusters Score -352238.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -352239.406250 Penalty: 2645.128418
	Iteration 10Q: 3 clusters Score -352239.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -352239.375000 Penalty: 2645.128418
	Iteration 11Q: 3 clusters Score -352239.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -352239.937500 Penalty: 2645.128418
	Iteration 12Q: 3 clusters Score -352239.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -352239.937500 Penalty: 2645.128418
	Iteration 13F: 3 clusters Score -352239.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 143752 members 
Mstep: Class 3 contains 8459 members 
Mstep: Class 4 contains 21727 members 
Mstep: Class 5 contains 644 members 
Mstep: Class 6 contains 912 members 
Mstep: Class 7 contains 101782 members 
Mstep: Class 8 contains 543 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 188583 members 
Mstep: Class 11 contains 89167 members 
Mstep: Class 12 contains 35714 members 
Mstep: Class 13 contains 71210 members 
Mstep: Class 14 contains 106091 members 
Mstep: Class 15 contains 4959 members 
Mstep: Class 16 contains 47826 members 
Mstep: Class 17 contains 11234 members 
Mstep: Class 18 contains 6304 members 
Mstep: Class 19 contains 26340 members 
Mstep: Class 20 contains 1624 members 
Mstep: Class 21 contains 30465 members 
Mstep: Class 22 contains 70028 members 
Mstep: Class 23 contains 114817 members 
Mstep: Class 24 contains 8149 members 
Mstep: Class 25 contains 529 members 
Mstep: Class 26 contains 1098 members 
Mstep: Class 27 contains 442 members 
Mstep: Class 28 contains 12331 members 
Mstep: Class 29 contains 55574 members 
Mstep: Class 30 contains 2413 members 
Mstep: Class 31 contains 114169 members 
Mstep: Class 32 contains 4802 members 
Mstep: Class 33 contains 641 members 
Mstep: Class 34 contains 99598 members 
Mstep: Class 35 contains 88462 members 
Mstep: Class 36 contains 59519 members 
Mstep: Class 37 contains 4452 members 
Mstep: Class 38 contains 88449 members 
Mstep: Class 39 contains 274 members 
Mstep: Class 40 contains 694 members 
Mstep: Class 41 contains 357 members 
Mstep: Class 42 contains 96733 members 
Mstep: Class 43 contains 1012 members 
Entering Unmasked Estep 
Score: -194577328.000000 Penalty: 100337.070312
Splitting cluster 30 changes total score from -194541568.000000 to -194577328.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 31 (114169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114169 members 
Entering Unmasked Estep 
Score: -13475286.000000 Penalty: 1892.383301
	Iteration 0F: 2 clusters Score -1.347529e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57018 members 
Mstep: Class 2 contains 57151 members 
Entering Unmasked Estep 
Score: -13406034.000000 Penalty: 3784.766602
	Iteration 0F: 3 clusters Score -1.340603e+07 nChanged 54899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55361 members 
Mstep: Class 2 contains 58808 members 
Entering Unmasked Estep 
Score: -13437890.000000 Penalty: 3784.766602
	Iteration 1F: 3 clusters Score -1.343789e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54185 members 
Mstep: Class 2 contains 59984 members 
Entering Unmasked Estep 
Score: -13438732.000000 Penalty: 3784.766602
	Iteration 2Q: 3 clusters Score -1.343873e+07 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52469 members 
Mstep: Class 2 contains 61700 members 
Entering Unmasked Estep 
Score: -13440045.000000 Penalty: 3784.766602
	Iteration 3Q: 3 clusters Score -1.344004e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49805 members 
Mstep: Class 2 contains 64364 members 
Entering Unmasked Estep 
Score: -13442607.000000 Penalty: 3784.766602
	Iteration 4Q: 3 clusters Score -1.344261e+07 nChanged 7082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45815 members 
Mstep: Class 2 contains 68354 members 
Entering Unmasked Estep 
Score: -13447465.000000 Penalty: 3784.766602
	Iteration 5F: 3 clusters Score -1.344746e+07 nChanged 8797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40314 members 
Mstep: Class 2 contains 73855 members 
Entering Unmasked Estep 
Score: -13454863.000000 Penalty: 3784.766602
	Iteration 6F: 3 clusters Score -1.345486e+07 nChanged 9509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33979 members 
Mstep: Class 2 contains 80190 members 
Entering Unmasked Estep 
Score: -13464002.000000 Penalty: 3784.766602
	Iteration 7F: 3 clusters Score -1.3464e+07 nChanged 7998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 85214 members 
Entering Unmasked Estep 
Score: -13470990.000000 Penalty: 3784.766602
	Iteration 8F: 3 clusters Score -1.347099e+07 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 88408 members 
Entering Unmasked Estep 
Score: -13474324.000000 Penalty: 3784.766602
	Iteration 9Q: 3 clusters Score -1.347432e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 90840 members 
Entering Unmasked Estep 
Score: -13475958.000000 Penalty: 3784.766602
	Iteration 10Q: 3 clusters Score -1.347596e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 92957 members 
Entering Unmasked Estep 
Score: -13476705.000000 Penalty: 3784.766602
	Iteration 11Q: 3 clusters Score -1.34767e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 94748 members 
Entering Unmasked Estep 
Score: -13477242.000000 Penalty: 3784.766602
	Iteration 12Q: 3 clusters Score -1.347724e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 96224 members 
Entering Unmasked Estep 
Score: -13477595.000000 Penalty: 3784.766602
	Iteration 13Q: 3 clusters Score -1.34776e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 97400 members 
Entering Unmasked Estep 
Score: -13477794.000000 Penalty: 3784.766602
	Iteration 14Q: 3 clusters Score -1.347779e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 98460 members 
Entering Unmasked Estep 
Score: -13477926.000000 Penalty: 3784.766602
	Iteration 15Q: 3 clusters Score -1.347793e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 99341 members 
Entering Unmasked Estep 
Score: -13477953.000000 Penalty: 3784.766602
	Iteration 16Q: 3 clusters Score -1.347795e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 100095 members 
Entering Unmasked Estep 
Score: -13477919.000000 Penalty: 3784.766602
	Iteration 17Q: 3 clusters Score -1.347792e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 100739 members 
Entering Unmasked Estep 
Score: -13477915.000000 Penalty: 3784.766602
	Iteration 18Q: 3 clusters Score -1.347792e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 101319 members 
Entering Unmasked Estep 
Score: -13477872.000000 Penalty: 3784.766602
	Iteration 19Q: 3 clusters Score -1.347787e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 101865 members 
Entering Unmasked Estep 
Score: -13477818.000000 Penalty: 3784.766602
	Iteration 20F: 3 clusters Score -1.347782e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 102367 members 
Entering Unmasked Estep 
Score: -13477802.000000 Penalty: 3784.766602
	Iteration 21Q: 3 clusters Score -1.34778e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 102834 members 
Entering Unmasked Estep 
Score: -13477744.000000 Penalty: 3784.766602
	Iteration 22Q: 3 clusters Score -1.347774e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 103291 members 
Entering Unmasked Estep 
Score: -13477682.000000 Penalty: 3784.766602
	Iteration 23Q: 3 clusters Score -1.347768e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 103743 members 
Entering Unmasked Estep 
Score: -13477621.000000 Penalty: 3784.766602
	Iteration 24Q: 3 clusters Score -1.347762e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 104149 members 
Entering Unmasked Estep 
Score: -13477610.000000 Penalty: 3784.766602
	Iteration 25Q: 3 clusters Score -1.347761e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 104518 members 
Entering Unmasked Estep 
Score: -13477571.000000 Penalty: 3784.766602
	Iteration 26Q: 3 clusters Score -1.347757e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 104854 members 
Entering Unmasked Estep 
Score: -13477486.000000 Penalty: 3784.766602
	Iteration 27Q: 3 clusters Score -1.347749e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 105156 members 
Entering Unmasked Estep 
Score: -13477421.000000 Penalty: 3784.766602
	Iteration 28Q: 3 clusters Score -1.347742e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 105449 members 
Entering Unmasked Estep 
Score: -13477342.000000 Penalty: 3784.766602
	Iteration 29Q: 3 clusters Score -1.347734e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 105725 members 
Entering Unmasked Estep 
Score: -13477320.000000 Penalty: 3784.766602
	Iteration 30Q: 3 clusters Score -1.347732e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 105974 members 
Entering Unmasked Estep 
Score: -13477290.000000 Penalty: 3784.766602
	Iteration 31Q: 3 clusters Score -1.347729e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 106228 members 
Entering Unmasked Estep 
Score: -13477275.000000 Penalty: 3784.766602
	Iteration 32Q: 3 clusters Score -1.347728e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 106471 members 
Entering Unmasked Estep 
Score: -13477233.000000 Penalty: 3784.766602
	Iteration 33Q: 3 clusters Score -1.347723e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 106678 members 
Entering Unmasked Estep 
Score: -13477184.000000 Penalty: 3784.766602
	Iteration 34Q: 3 clusters Score -1.347718e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 106889 members 
Entering Unmasked Estep 
Score: -13477117.000000 Penalty: 3784.766602
	Iteration 35Q: 3 clusters Score -1.347712e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 107066 members 
Entering Unmasked Estep 
Score: -13477069.000000 Penalty: 3784.766602
	Iteration 36Q: 3 clusters Score -1.347707e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 107249 members 
Entering Unmasked Estep 
Score: -13477081.000000 Penalty: 3784.766602
	Iteration 37Q: 3 clusters Score -1.347708e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 107410 members 
Entering Unmasked Estep 
Score: -13477080.000000 Penalty: 3784.766602
	Iteration 38Q: 3 clusters Score -1.347708e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 107548 members 
Entering Unmasked Estep 
Score: -13477110.000000 Penalty: 3784.766602
	Iteration 39Q: 3 clusters Score -1.347711e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 107675 members 
Entering Unmasked Estep 
Score: -13477066.000000 Penalty: 3784.766602
	Iteration 40F: 3 clusters Score -1.347707e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 107809 members 
Entering Unmasked Estep 
Score: -13477030.000000 Penalty: 3784.766602
	Iteration 41Q: 3 clusters Score -1.347703e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 107911 members 
Entering Unmasked Estep 
Score: -13477004.000000 Penalty: 3784.766602
	Iteration 42Q: 3 clusters Score -1.3477e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 108018 members 
Entering Unmasked Estep 
Score: -13476999.000000 Penalty: 3784.766602
	Iteration 43Q: 3 clusters Score -1.3477e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 108118 members 
Entering Unmasked Estep 
Score: -13476974.000000 Penalty: 3784.766602
	Iteration 44Q: 3 clusters Score -1.347697e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 108196 members 
Entering Unmasked Estep 
Score: -13476953.000000 Penalty: 3784.766602
	Iteration 45Q: 3 clusters Score -1.347695e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 108264 members 
Entering Unmasked Estep 
Score: -13476940.000000 Penalty: 3784.766602
	Iteration 46Q: 3 clusters Score -1.347694e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 108334 members 
Entering Unmasked Estep 
Score: -13476923.000000 Penalty: 3784.766602
	Iteration 47Q: 3 clusters Score -1.347692e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 108393 members 
Entering Unmasked Estep 
Score: -13476935.000000 Penalty: 3784.766602
	Iteration 48Q: 3 clusters Score -1.347694e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 108444 members 
Entering Unmasked Estep 
Score: -13476929.000000 Penalty: 3784.766602
	Iteration 49Q: 3 clusters Score -1.347693e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 108494 members 
Entering Unmasked Estep 
Score: -13476928.000000 Penalty: 3784.766602
	Iteration 50Q: 3 clusters Score -1.347693e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 108541 members 
Entering Unmasked Estep 
Score: -13476915.000000 Penalty: 3784.766602
	Iteration 51Q: 3 clusters Score -1.347692e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 108584 members 
Entering Unmasked Estep 
Score: -13476906.000000 Penalty: 3784.766602
	Iteration 52Q: 3 clusters Score -1.347691e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 108623 members 
Entering Unmasked Estep 
Score: -13476894.000000 Penalty: 3784.766602
	Iteration 53Q: 3 clusters Score -1.347689e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 108668 members 
Entering Unmasked Estep 
Score: -13476906.000000 Penalty: 3784.766602
	Iteration 54Q: 3 clusters Score -1.347691e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 108710 members 
Entering Unmasked Estep 
Score: -13476879.000000 Penalty: 3784.766602
	Iteration 55Q: 3 clusters Score -1.347688e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 108751 members 
Entering Unmasked Estep 
Score: -13476864.000000 Penalty: 3784.766602
	Iteration 56Q: 3 clusters Score -1.347686e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 108788 members 
Entering Unmasked Estep 
Score: -13476862.000000 Penalty: 3784.766602
	Iteration 57Q: 3 clusters Score -1.347686e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 108814 members 
Entering Unmasked Estep 
Score: -13476844.000000 Penalty: 3784.766602
	Iteration 58Q: 3 clusters Score -1.347684e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 108840 members 
Entering Unmasked Estep 
Score: -13476846.000000 Penalty: 3784.766602
	Iteration 59Q: 3 clusters Score -1.347685e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 108865 members 
Entering Unmasked Estep 
Score: -13476837.000000 Penalty: 3784.766602
	Iteration 60F: 3 clusters Score -1.347684e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 108887 members 
Entering Unmasked Estep 
Score: -13476827.000000 Penalty: 3784.766602
	Iteration 61Q: 3 clusters Score -1.347683e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 108920 members 
Entering Unmasked Estep 
Score: -13476840.000000 Penalty: 3784.766602
	Iteration 62Q: 3 clusters Score -1.347684e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 108942 members 
Entering Unmasked Estep 
Score: -13476812.000000 Penalty: 3784.766602
	Iteration 63Q: 3 clusters Score -1.347681e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 108961 members 
Entering Unmasked Estep 
Score: -13476811.000000 Penalty: 3784.766602
	Iteration 64Q: 3 clusters Score -1.347681e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 108979 members 
Entering Unmasked Estep 
Score: -13476805.000000 Penalty: 3784.766602
	Iteration 65Q: 3 clusters Score -1.34768e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 109002 members 
Entering Unmasked Estep 
Score: -13476813.000000 Penalty: 3784.766602
	Iteration 66Q: 3 clusters Score -1.347681e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 109032 members 
Entering Unmasked Estep 
Score: -13476801.000000 Penalty: 3784.766602
	Iteration 67Q: 3 clusters Score -1.34768e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 109060 members 
Entering Unmasked Estep 
Score: -13476813.000000 Penalty: 3784.766602
	Iteration 68Q: 3 clusters Score -1.347681e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 109089 members 
Entering Unmasked Estep 
Score: -13476792.000000 Penalty: 3784.766602
	Iteration 69Q: 3 clusters Score -1.347679e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 109116 members 
Entering Unmasked Estep 
Score: -13476792.000000 Penalty: 3784.766602
	Iteration 70Q: 3 clusters Score -1.347679e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 109144 members 
Entering Unmasked Estep 
Score: -13476787.000000 Penalty: 3784.766602
	Iteration 71Q: 3 clusters Score -1.347679e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 109160 members 
Entering Unmasked Estep 
Score: -13476778.000000 Penalty: 3784.766602
	Iteration 72Q: 3 clusters Score -1.347678e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 109176 members 
Entering Unmasked Estep 
Score: -13476778.000000 Penalty: 3784.766602
	Iteration 73Q: 3 clusters Score -1.347678e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 109193 members 
Entering Unmasked Estep 
Score: -13476778.000000 Penalty: 3784.766602
	Iteration 74Q: 3 clusters Score -1.347678e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 109204 members 
Entering Unmasked Estep 
Score: -13476793.000000 Penalty: 3784.766602
	Iteration 75Q: 3 clusters Score -1.347679e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 109214 members 
Entering Unmasked Estep 
Score: -13476777.000000 Penalty: 3784.766602
	Iteration 76Q: 3 clusters Score -1.347678e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 109220 members 
Entering Unmasked Estep 
Score: -13476780.000000 Penalty: 3784.766602
	Iteration 77Q: 3 clusters Score -1.347678e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 109226 members 
Entering Unmasked Estep 
Score: -13476777.000000 Penalty: 3784.766602
	Iteration 78Q: 3 clusters Score -1.347678e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 109232 members 
Entering Unmasked Estep 
Score: -13476785.000000 Penalty: 3784.766602
	Iteration 79Q: 3 clusters Score -1.347678e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 109242 members 
Entering Unmasked Estep 
Score: -13476771.000000 Penalty: 3784.766602
	Iteration 80F: 3 clusters Score -1.347677e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 109247 members 
Entering Unmasked Estep 
Score: -13476779.000000 Penalty: 3784.766602
	Iteration 81Q: 3 clusters Score -1.347678e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 109249 members 
Entering Unmasked Estep 
Score: -13476774.000000 Penalty: 3784.766602
	Iteration 82Q: 3 clusters Score -1.347677e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 109251 members 
Entering Unmasked Estep 
Score: -13476780.000000 Penalty: 3784.766602
	Iteration 83Q: 3 clusters Score -1.347678e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 109252 members 
Entering Unmasked Estep 
Score: -13476773.000000 Penalty: 3784.766602
	Iteration 84Q: 3 clusters Score -1.347677e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 109252 members 
Entering Unmasked Estep 
Score: -13476773.000000 Penalty: 3784.766602
	Iteration 85F: 3 clusters Score -1.347677e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 143752 members 
Mstep: Class 3 contains 8459 members 
Mstep: Class 4 contains 21727 members 
Mstep: Class 5 contains 644 members 
Mstep: Class 6 contains 912 members 
Mstep: Class 7 contains 101782 members 
Mstep: Class 8 contains 543 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 188583 members 
Mstep: Class 11 contains 89167 members 
Mstep: Class 12 contains 35714 members 
Mstep: Class 13 contains 71210 members 
Mstep: Class 14 contains 106091 members 
Mstep: Class 15 contains 4959 members 
Mstep: Class 16 contains 47826 members 
Mstep: Class 17 contains 11234 members 
Mstep: Class 18 contains 6304 members 
Mstep: Class 19 contains 26340 members 
Mstep: Class 20 contains 1624 members 
Mstep: Class 21 contains 30465 members 
Mstep: Class 22 contains 70028 members 
Mstep: Class 23 contains 114817 members 
Mstep: Class 24 contains 8149 members 
Mstep: Class 25 contains 529 members 
Mstep: Class 26 contains 1098 members 
Mstep: Class 27 contains 442 members 
Mstep: Class 28 contains 12331 members 
Mstep: Class 29 contains 55574 members 
Mstep: Class 30 contains 2413 members 
Mstep: Class 31 contains 4917 members 
Mstep: Class 32 contains 4802 members 
Mstep: Class 33 contains 641 members 
Mstep: Class 34 contains 99598 members 
Mstep: Class 35 contains 88462 members 
Mstep: Class 36 contains 59519 members 
Mstep: Class 37 contains 4452 members 
Mstep: Class 38 contains 88449 members 
Mstep: Class 39 contains 274 members 
Mstep: Class 40 contains 694 members 
Mstep: Class 41 contains 357 members 
Mstep: Class 42 contains 96733 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 109252 members 
Entering Unmasked Estep 
Score: -194578800.000000 Penalty: 102670.492188
Splitting cluster 31 changes total score from -194541568.000000 to -194578800.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 32 (4802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Entering Unmasked Estep 
Score: -523053.093750 Penalty: 1377.478027
	Iteration 0F: 2 clusters Score -523053.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -519161.218750 Penalty: 2754.956055
	Iteration 0F: 3 clusters Score -519161.2 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -520216.750000 Penalty: 2754.956055
	Iteration 1F: 3 clusters Score -520216.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -520403.031250 Penalty: 2754.956055
	Iteration 2F: 3 clusters Score -520403 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -520580.593750 Penalty: 2754.956055
	Iteration 3F: 3 clusters Score -520580.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -520798.593750 Penalty: 2754.956055
	Iteration 4Q: 3 clusters Score -520798.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -521087.312500 Penalty: 2754.956055
	Iteration 5F: 3 clusters Score -521087.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -521495.656250 Penalty: 2754.956055
	Iteration 6F: 3 clusters Score -521495.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -521899.875000 Penalty: 2754.956055
	Iteration 7F: 3 clusters Score -521899.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -522175.468750 Penalty: 2754.956055
	Iteration 8F: 3 clusters Score -522175.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -522396.625000 Penalty: 2754.956055
	Iteration 9F: 3 clusters Score -522396.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -522530.718750 Penalty: 2754.956055
	Iteration 10Q: 3 clusters Score -522530.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -522613.000000 Penalty: 2754.956055
	Iteration 11Q: 3 clusters Score -522613 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -522661.656250 Penalty: 2754.956055
	Iteration 12Q: 3 clusters Score -522661.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -522687.156250 Penalty: 2754.956055
	Iteration 13Q: 3 clusters Score -522687.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -522700.281250 Penalty: 2754.956055
	Iteration 14Q: 3 clusters Score -522700.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -522705.656250 Penalty: 2754.956055
	Iteration 15Q: 3 clusters Score -522705.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -522709.218750 Penalty: 2754.956055
	Iteration 16Q: 3 clusters Score -522709.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -522711.687500 Penalty: 2754.956055
	Iteration 17Q: 3 clusters Score -522711.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -522711.625000 Penalty: 2754.956055
	Iteration 18Q: 3 clusters Score -522711.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -522712.843750 Penalty: 2754.956055
	Iteration 19Q: 3 clusters Score -522712.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -522712.843750 Penalty: 2754.956055
	Iteration 20F: 3 clusters Score -522712.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Entering Unmasked Estep 
Score: -58108.023438 Penalty: 1050.242310
	Iteration 0F: 2 clusters Score -58108.02 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 315 members 
Entering Unmasked Estep 
Score: -56986.257812 Penalty: 2100.484619
	Iteration 0F: 3 clusters Score -56986.26 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -57297.917969 Penalty: 2100.484619
	Iteration 1F: 3 clusters Score -57297.92 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -57467.152344 Penalty: 2100.484619
	Iteration 2F: 3 clusters Score -57467.15 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -57568.265625 Penalty: 2100.484619
	Iteration 3F: 3 clusters Score -57568.27 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -57645.402344 Penalty: 2100.484619
	Iteration 4Q: 3 clusters Score -57645.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -57723.449219 Penalty: 2100.484619
	Iteration 5Q: 3 clusters Score -57723.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -57769.539062 Penalty: 2100.484619
	Iteration 6Q: 3 clusters Score -57769.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -57819.140625 Penalty: 2100.484619
	Iteration 7Q: 3 clusters Score -57819.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -57855.343750 Penalty: 2100.484619
	Iteration 8Q: 3 clusters Score -57855.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -57898.210938 Penalty: 2100.484619
	Iteration 9Q: 3 clusters Score -57898.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -57969.226562 Penalty: 2100.484619
	Iteration 10Q: 3 clusters Score -57969.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -58063.050781 Penalty: 2100.484619
	Iteration 11Q: 3 clusters Score -58063.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -58124.675781 Penalty: 2100.484619
	Iteration 12Q: 3 clusters Score -58124.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -58179.414062 Penalty: 2100.484619
	Iteration 13Q: 3 clusters Score -58179.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -58228.500000 Penalty: 2100.484619
	Iteration 14Q: 3 clusters Score -58228.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -58249.894531 Penalty: 2100.484619
	Iteration 15Q: 3 clusters Score -58249.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -58267.027344 Penalty: 2100.484619
	Iteration 16Q: 3 clusters Score -58267.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -58291.851562 Penalty: 2100.484619
	Iteration 17Q: 3 clusters Score -58291.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -58323.152344 Penalty: 2100.484619
	Iteration 18Q: 3 clusters Score -58323.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -58344.800781 Penalty: 2100.484619
	Iteration 19Q: 3 clusters Score -58344.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -58364.457031 Penalty: 2100.484619
	Iteration 20F: 3 clusters Score -58364.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -58372.433594 Penalty: 2100.484619
	Iteration 21Q: 3 clusters Score -58372.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -58376.914062 Penalty: 2100.484619
	Iteration 22Q: 3 clusters Score -58376.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -58379.296875 Penalty: 2100.484619
	Iteration 23Q: 3 clusters Score -58379.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -58379.296875 Penalty: 2100.484619
	Iteration 24F: 3 clusters Score -58379.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 143752 members 
Mstep: Class 3 contains 8459 members 
Mstep: Class 4 contains 21727 members 
Mstep: Class 5 contains 644 members 
Mstep: Class 6 contains 912 members 
Mstep: Class 7 contains 101782 members 
Mstep: Class 8 contains 543 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 188583 members 
Mstep: Class 11 contains 89167 members 
Mstep: Class 12 contains 35714 members 
Mstep: Class 13 contains 71210 members 
Mstep: Class 14 contains 106091 members 
Mstep: Class 15 contains 4959 members 
Mstep: Class 16 contains 47826 members 
Mstep: Class 17 contains 11234 members 
Mstep: Class 18 contains 6304 members 
Mstep: Class 19 contains 26340 members 
Mstep: Class 20 contains 1624 members 
Mstep: Class 21 contains 30465 members 
Mstep: Class 22 contains 70028 members 
Mstep: Class 23 contains 114817 members 
Mstep: Class 24 contains 8149 members 
Mstep: Class 25 contains 529 members 
Mstep: Class 26 contains 1098 members 
Mstep: Class 27 contains 442 members 
Mstep: Class 28 contains 12331 members 
Mstep: Class 29 contains 55574 members 
Mstep: Class 30 contains 2413 members 
Mstep: Class 31 contains 4917 members 
Mstep: Class 32 contains 4802 members 
Mstep: Class 33 contains 304 members 
Mstep: Class 34 contains 99598 members 
Mstep: Class 35 contains 88462 members 
Mstep: Class 36 contains 59519 members 
Mstep: Class 37 contains 4452 members 
Mstep: Class 38 contains 88449 members 
Mstep: Class 39 contains 274 members 
Mstep: Class 40 contains 694 members 
Mstep: Class 41 contains 357 members 
Mstep: Class 42 contains 96733 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 109252 members 
Mstep: Class 45 contains 337 members 
Entering Unmasked Estep 
Score: -194577904.000000 Penalty: 105003.914062
Splitting cluster 33 changes total score from -194541568.000000 to -194577904.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 34 (99598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99598 members 
Entering Unmasked Estep 
Score: -11846783.000000 Penalty: 1870.195923
	Iteration 0F: 2 clusters Score -1.184678e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49913 members 
Mstep: Class 2 contains 49685 members 
Entering Unmasked Estep 
Score: -11781308.000000 Penalty: 3740.391846
	Iteration 0F: 3 clusters Score -1.178131e+07 nChanged 47766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51571 members 
Mstep: Class 2 contains 48027 members 
Entering Unmasked Estep 
Score: -11808850.000000 Penalty: 3740.391846
	Iteration 1F: 3 clusters Score -1.180885e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52662 members 
Mstep: Class 2 contains 46936 members 
Entering Unmasked Estep 
Score: -11809665.000000 Penalty: 3740.391846
	Iteration 2Q: 3 clusters Score -1.180966e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54348 members 
Mstep: Class 2 contains 45250 members 
Entering Unmasked Estep 
Score: -11810531.000000 Penalty: 3740.391846
	Iteration 3Q: 3 clusters Score -1.181053e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57004 members 
Mstep: Class 2 contains 42594 members 
Entering Unmasked Estep 
Score: -11811735.000000 Penalty: 3740.391846
	Iteration 4Q: 3 clusters Score -1.181174e+07 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60840 members 
Mstep: Class 2 contains 38758 members 
Entering Unmasked Estep 
Score: -11813717.000000 Penalty: 3740.391846
	Iteration 5Q: 3 clusters Score -1.181372e+07 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66245 members 
Mstep: Class 2 contains 33353 members 
Entering Unmasked Estep 
Score: -11817146.000000 Penalty: 3740.391846
	Iteration 6F: 3 clusters Score -1.181715e+07 nChanged 7498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73425 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -11822925.000000 Penalty: 3740.391846
	Iteration 7F: 3 clusters Score -1.182292e+07 nChanged 8494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81689 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -11830526.000000 Penalty: 3740.391846
	Iteration 8F: 3 clusters Score -1.183053e+07 nChanged 7591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89144 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -11837852.000000 Penalty: 3740.391846
	Iteration 9F: 3 clusters Score -1.183785e+07 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93956 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -11842242.000000 Penalty: 3740.391846
	Iteration 10Q: 3 clusters Score -1.184224e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96314 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -11844370.000000 Penalty: 3740.391846
	Iteration 11Q: 3 clusters Score -1.184437e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97284 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -11845265.000000 Penalty: 3740.391846
	Iteration 12Q: 3 clusters Score -1.184526e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97686 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -11845540.000000 Penalty: 3740.391846
	Iteration 13Q: 3 clusters Score -1.184554e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97887 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -11845696.000000 Penalty: 3740.391846
	Iteration 14Q: 3 clusters Score -1.18457e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97992 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -11845788.000000 Penalty: 3740.391846
	Iteration 15Q: 3 clusters Score -1.184579e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98060 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -11845817.000000 Penalty: 3740.391846
	Iteration 16Q: 3 clusters Score -1.184582e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98100 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -11845829.000000 Penalty: 3740.391846
	Iteration 17Q: 3 clusters Score -1.184583e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98125 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -11845816.000000 Penalty: 3740.391846
	Iteration 18Q: 3 clusters Score -1.184582e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98151 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -11845835.000000 Penalty: 3740.391846
	Iteration 19Q: 3 clusters Score -1.184584e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98166 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -11845840.000000 Penalty: 3740.391846
	Iteration 20F: 3 clusters Score -1.184584e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98181 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -11845837.000000 Penalty: 3740.391846
	Iteration 21Q: 3 clusters Score -1.184584e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98193 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -11845838.000000 Penalty: 3740.391846
	Iteration 22Q: 3 clusters Score -1.184584e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98196 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -11845854.000000 Penalty: 3740.391846
	Iteration 23Q: 3 clusters Score -1.184585e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98203 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -11845857.000000 Penalty: 3740.391846
	Iteration 24Q: 3 clusters Score -1.184586e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98206 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -11845857.000000 Penalty: 3740.391846
	Iteration 25Q: 3 clusters Score -1.184586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98208 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -11845856.000000 Penalty: 3740.391846
	Iteration 26Q: 3 clusters Score -1.184586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98212 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -11845863.000000 Penalty: 3740.391846
	Iteration 27Q: 3 clusters Score -1.184586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98213 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -11845866.000000 Penalty: 3740.391846
	Iteration 28Q: 3 clusters Score -1.184587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98214 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -11845854.000000 Penalty: 3740.391846
	Iteration 29Q: 3 clusters Score -1.184585e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98219 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -11845857.000000 Penalty: 3740.391846
	Iteration 30Q: 3 clusters Score -1.184586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98223 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -11845859.000000 Penalty: 3740.391846
	Iteration 31Q: 3 clusters Score -1.184586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98228 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -11845864.000000 Penalty: 3740.391846
	Iteration 32Q: 3 clusters Score -1.184586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98230 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -11845865.000000 Penalty: 3740.391846
	Iteration 33Q: 3 clusters Score -1.184586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98229 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -11845859.000000 Penalty: 3740.391846
	Iteration 34Q: 3 clusters Score -1.184586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98228 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -11845864.000000 Penalty: 3740.391846
	Iteration 35Q: 3 clusters Score -1.184586e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98222 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -11845882.000000 Penalty: 3740.391846
	Iteration 36Q: 3 clusters Score -1.184588e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98220 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -11845882.000000 Penalty: 3740.391846
	Iteration 37Q: 3 clusters Score -1.184588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98220 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -11845873.000000 Penalty: 3740.391846
	Iteration 38Q: 3 clusters Score -1.184587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98222 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -11845885.000000 Penalty: 3740.391846
	Iteration 39Q: 3 clusters Score -1.184588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98223 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -11845880.000000 Penalty: 3740.391846
	Iteration 40F: 3 clusters Score -1.184588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98223 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -11845878.000000 Penalty: 3740.391846
	Iteration 41Q: 3 clusters Score -1.184588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98223 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -11845880.000000 Penalty: 3740.391846
	Iteration 42Q: 3 clusters Score -1.184588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98223 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -11845877.000000 Penalty: 3740.391846
	Iteration 43Q: 3 clusters Score -1.184588e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98223 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -11845877.000000 Penalty: 3740.391846
	Iteration 44F: 3 clusters Score -1.184588e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 143752 members 
Mstep: Class 3 contains 8459 members 
Mstep: Class 4 contains 21727 members 
Mstep: Class 5 contains 644 members 
Mstep: Class 6 contains 912 members 
Mstep: Class 7 contains 101782 members 
Mstep: Class 8 contains 543 members 
Mstep: Class 9 contains 462 members 
Mstep: Class 10 contains 188583 members 
Mstep: Class 11 contains 89167 members 
Mstep: Class 12 contains 35714 members 
Mstep: Class 13 contains 71210 members 
Mstep: Class 14 contains 106091 members 
Mstep: Class 15 contains 4959 members 
Mstep: Class 16 contains 47826 members 
Mstep: Class 17 contains 11234 members 
Mstep: Class 18 contains 6304 members 
Mstep: Class 19 contains 26340 members 
Mstep: Class 20 contains 1624 members 
Mstep: Class 21 contains 30465 members 
Mstep: Class 22 contains 70028 members 
Mstep: Class 23 contains 114817 members 
Mstep: Class 24 contains 8149 members 
Mstep: Class 25 contains 529 members 
Mstep: Class 26 contains 1098 members 
Mstep: Class 27 contains 442 members 
Mstep: Class 28 contains 12331 members 
Mstep: Class 29 contains 55574 members 
Mstep: Class 30 contains 2413 members 
Mstep: Class 31 contains 4917 members 
Mstep: Class 32 contains 4802 members 
Mstep: Class 33 contains 304 members 
Mstep: Class 34 contains 99598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194597984.000000 Penalty: 105003.914062
Iteration 79Q: 46 clusters Score -1.94598e+08 nChanged 51790
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 144141 members 
Mstep: Class 3 contains 8497 members 
Mstep: Class 4 contains 21784 members 
Mstep: Class 5 contains 617 members 
Mstep: Class 6 contains 898 members 
Mstep: Class 7 contains 102391 members 
Mstep: Class 8 contains 549 members 
Mstep: Class 9 contains 459 members 
Mstep: Class 10 contains 189567 members 
Mstep: Class 11 contains 88753 members 
Mstep: Class 12 contains 35756 members 
Mstep: Class 13 contains 70789 members 
Mstep: Class 14 contains 102946 members 
Mstep: Class 15 contains 5022 members 
Mstep: Class 16 contains 50559 members 
Mstep: Class 17 contains 11283 members 
Mstep: Class 18 contains 6272 members 
Mstep: Class 19 contains 26236 members 
Mstep: Class 20 contains 1604 members 
Mstep: Class 21 contains 30749 members 
Mstep: Class 22 contains 70874 members 
Mstep: Class 23 contains 117048 members 
Mstep: Class 24 contains 8898 members 
Mstep: Class 25 contains 608 members 
Mstep: Class 26 contains 1172 members 
Mstep: Class 27 contains 490 members 
Mstep: Class 28 contains 12305 members 
Mstep: Class 29 contains 61014 members 
Mstep: Class 30 contains 3041 members 
Mstep: Class 31 contains 5312 members 
Mstep: Class 32 contains 4824 members 
Mstep: Class 33 contains 326 members 
Mstep: Class 34 contains 98931 members 
Mstep: Class 35 contains 85997 members 
Mstep: Class 36 contains 58470 members 
Mstep: Class 37 contains 4417 members 
Mstep: Class 38 contains 85234 members 
Mstep: Class 39 contains 272 members 
Mstep: Class 40 contains 677 members 
Mstep: Class 41 contains 345 members 
Mstep: Class 42 contains 96764 members 
Mstep: Class 43 contains 941 members 
Mstep: Class 44 contains 105179 members 
Mstep: Class 45 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194614160.000000 Penalty: 105003.914062
Iteration 80F: 46 clusters Score -1.946142e+08 nChanged 46932
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 138964 members 
Mstep: Class 3 contains 8351 members 
Mstep: Class 4 contains 21546 members 
Mstep: Class 5 contains 603 members 
Mstep: Class 6 contains 786 members 
Mstep: Class 7 contains 100778 members 
Mstep: Class 8 contains 525 members 
Mstep: Class 9 contains 383 members 
Mstep: Class 10 contains 189894 members 
Mstep: Class 11 contains 86964 members 
Mstep: Class 12 contains 35246 members 
Mstep: Class 13 contains 69479 members 
Mstep: Class 14 contains 99219 members 
Mstep: Class 15 contains 5054 members 
Mstep: Class 16 contains 50215 members 
Mstep: Class 17 contains 11176 members 
Mstep: Class 18 contains 6241 members 
Mstep: Class 19 contains 26133 members 
Mstep: Class 20 contains 1541 members 
Mstep: Class 21 contains 30860 members 
Mstep: Class 22 contains 70985 members 
Mstep: Class 23 contains 115765 members 
Mstep: Class 24 contains 9338 members 
Mstep: Class 25 contains 620 members 
Mstep: Class 26 contains 1176 members 
Mstep: Class 27 contains 502 members 
Mstep: Class 28 contains 12403 members 
Mstep: Class 29 contains 65302 members 
Mstep: Class 30 contains 3309 members 
Mstep: Class 31 contains 5491 members 
Mstep: Class 32 contains 4818 members 
Mstep: Class 33 contains 342 members 
Mstep: Class 34 contains 96803 members 
Mstep: Class 35 contains 88915 members 
Mstep: Class 36 contains 62517 members 
Mstep: Class 37 contains 4695 members 
Mstep: Class 38 contains 84551 members 
Mstep: Class 39 contains 288 members 
Mstep: Class 40 contains 857 members 
Mstep: Class 41 contains 392 members 
Mstep: Class 42 contains 104374 members 
Mstep: Class 43 contains 1018 members 
Mstep: Class 44 contains 103588 members 
Mstep: Class 45 contains 362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194622064.000000 Penalty: 105003.914062
Iteration 81Q: 46 clusters Score -1.946221e+08 nChanged 37910
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 134845 members 
Mstep: Class 3 contains 8254 members 
Mstep: Class 4 contains 21368 members 
Mstep: Class 5 contains 596 members 
Mstep: Class 6 contains 750 members 
Mstep: Class 7 contains 99483 members 
Mstep: Class 8 contains 512 members 
Mstep: Class 9 contains 363 members 
Mstep: Class 10 contains 190141 members 
Mstep: Class 11 contains 85867 members 
Mstep: Class 12 contains 34759 members 
Mstep: Class 13 contains 68245 members 
Mstep: Class 14 contains 95714 members 
Mstep: Class 15 contains 5093 members 
Mstep: Class 16 contains 49825 members 
Mstep: Class 17 contains 11083 members 
Mstep: Class 18 contains 6265 members 
Mstep: Class 19 contains 26010 members 
Mstep: Class 20 contains 1514 members 
Mstep: Class 21 contains 30992 members 
Mstep: Class 22 contains 71677 members 
Mstep: Class 23 contains 113811 members 
Mstep: Class 24 contains 9744 members 
Mstep: Class 25 contains 624 members 
Mstep: Class 26 contains 1189 members 
Mstep: Class 27 contains 507 members 
Mstep: Class 28 contains 12477 members 
Mstep: Class 29 contains 71063 members 
Mstep: Class 30 contains 3500 members 
Mstep: Class 31 contains 5613 members 
Mstep: Class 32 contains 4814 members 
Mstep: Class 33 contains 349 members 
Mstep: Class 34 contains 95136 members 
Mstep: Class 35 contains 90405 members 
Mstep: Class 36 contains 65183 members 
Mstep: Class 37 contains 4833 members 
Mstep: Class 38 contains 84057 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 907 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 111103 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 101616 members 
Mstep: Class 45 contains 377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194628816.000000 Penalty: 105003.914062
Iteration 82Q: 46 clusters Score -1.946288e+08 nChanged 34664
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 131562 members 
Mstep: Class 3 contains 8164 members 
Mstep: Class 4 contains 21238 members 
Mstep: Class 5 contains 588 members 
Mstep: Class 6 contains 744 members 
Mstep: Class 7 contains 98420 members 
Mstep: Class 8 contains 511 members 
Mstep: Class 9 contains 351 members 
Mstep: Class 10 contains 190392 members 
Mstep: Class 11 contains 84874 members 
Mstep: Class 12 contains 34345 members 
Mstep: Class 13 contains 66925 members 
Mstep: Class 14 contains 92438 members 
Mstep: Class 15 contains 5148 members 
Mstep: Class 16 contains 49829 members 
Mstep: Class 17 contains 11007 members 
Mstep: Class 18 contains 6282 members 
Mstep: Class 19 contains 25828 members 
Mstep: Class 20 contains 1497 members 
Mstep: Class 21 contains 31062 members 
Mstep: Class 22 contains 72658 members 
Mstep: Class 23 contains 111113 members 
Mstep: Class 24 contains 10111 members 
Mstep: Class 25 contains 626 members 
Mstep: Class 26 contains 1204 members 
Mstep: Class 27 contains 506 members 
Mstep: Class 28 contains 12553 members 
Mstep: Class 29 contains 77207 members 
Mstep: Class 30 contains 3593 members 
Mstep: Class 31 contains 5692 members 
Mstep: Class 32 contains 4830 members 
Mstep: Class 33 contains 352 members 
Mstep: Class 34 contains 93883 members 
Mstep: Class 35 contains 91430 members 
Mstep: Class 36 contains 67630 members 
Mstep: Class 37 contains 4902 members 
Mstep: Class 38 contains 83653 members 
Mstep: Class 39 contains 300 members 
Mstep: Class 40 contains 915 members 
Mstep: Class 41 contains 438 members 
Mstep: Class 42 contains 116903 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 99309 members 
Mstep: Class 45 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194632064.000000 Penalty: 105003.914062
Iteration 83Q: 46 clusters Score -1.946321e+08 nChanged 32942
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 128903 members 
Mstep: Class 3 contains 8086 members 
Mstep: Class 4 contains 21120 members 
Mstep: Class 5 contains 583 members 
Mstep: Class 6 contains 740 members 
Mstep: Class 7 contains 97501 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 346 members 
Mstep: Class 10 contains 190650 members 
Mstep: Class 11 contains 83858 members 
Mstep: Class 12 contains 33968 members 
Mstep: Class 13 contains 65545 members 
Mstep: Class 14 contains 89409 members 
Mstep: Class 15 contains 5188 members 
Mstep: Class 16 contains 50613 members 
Mstep: Class 17 contains 10934 members 
Mstep: Class 18 contains 6300 members 
Mstep: Class 19 contains 25649 members 
Mstep: Class 20 contains 1488 members 
Mstep: Class 21 contains 31116 members 
Mstep: Class 22 contains 73802 members 
Mstep: Class 23 contains 107907 members 
Mstep: Class 24 contains 10383 members 
Mstep: Class 25 contains 628 members 
Mstep: Class 26 contains 1216 members 
Mstep: Class 27 contains 505 members 
Mstep: Class 28 contains 12596 members 
Mstep: Class 29 contains 83262 members 
Mstep: Class 30 contains 3634 members 
Mstep: Class 31 contains 5727 members 
Mstep: Class 32 contains 4873 members 
Mstep: Class 33 contains 355 members 
Mstep: Class 34 contains 92890 members 
Mstep: Class 35 contains 92685 members 
Mstep: Class 36 contains 70275 members 
Mstep: Class 37 contains 4902 members 
Mstep: Class 38 contains 83349 members 
Mstep: Class 39 contains 303 members 
Mstep: Class 40 contains 915 members 
Mstep: Class 41 contains 447 members 
Mstep: Class 42 contains 121237 members 
Mstep: Class 43 contains 1003 members 
Mstep: Class 44 contains 96616 members 
Mstep: Class 45 contains 386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194635984.000000 Penalty: 105003.914062
Iteration 84Q: 46 clusters Score -1.94636e+08 nChanged 31515
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 126288 members 
Mstep: Class 3 contains 8019 members 
Mstep: Class 4 contains 21024 members 
Mstep: Class 5 contains 578 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 96670 members 
Mstep: Class 8 contains 511 members 
Mstep: Class 9 contains 345 members 
Mstep: Class 10 contains 190875 members 
Mstep: Class 11 contains 82767 members 
Mstep: Class 12 contains 33600 members 
Mstep: Class 13 contains 64263 members 
Mstep: Class 14 contains 87081 members 
Mstep: Class 15 contains 5206 members 
Mstep: Class 16 contains 51897 members 
Mstep: Class 17 contains 10856 members 
Mstep: Class 18 contains 6361 members 
Mstep: Class 19 contains 25449 members 
Mstep: Class 20 contains 1482 members 
Mstep: Class 21 contains 31153 members 
Mstep: Class 22 contains 75236 members 
Mstep: Class 23 contains 104595 members 
Mstep: Class 24 contains 10641 members 
Mstep: Class 25 contains 629 members 
Mstep: Class 26 contains 1226 members 
Mstep: Class 27 contains 506 members 
Mstep: Class 28 contains 12631 members 
Mstep: Class 29 contains 88881 members 
Mstep: Class 30 contains 3664 members 
Mstep: Class 31 contains 5734 members 
Mstep: Class 32 contains 4969 members 
Mstep: Class 33 contains 359 members 
Mstep: Class 34 contains 92073 members 
Mstep: Class 35 contains 94047 members 
Mstep: Class 36 contains 73342 members 
Mstep: Class 37 contains 4857 members 
Mstep: Class 38 contains 83097 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 915 members 
Mstep: Class 41 contains 449 members 
Mstep: Class 42 contains 123974 members 
Mstep: Class 43 contains 1001 members 
Mstep: Class 44 contains 93725 members 
Mstep: Class 45 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194637152.000000 Penalty: 105003.914062
Iteration 85Q: 46 clusters Score -1.946372e+08 nChanged 30472
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 123794 members 
Mstep: Class 3 contains 7949 members 
Mstep: Class 4 contains 20954 members 
Mstep: Class 5 contains 577 members 
Mstep: Class 6 contains 738 members 
Mstep: Class 7 contains 95972 members 
Mstep: Class 8 contains 510 members 
Mstep: Class 9 contains 342 members 
Mstep: Class 10 contains 191129 members 
Mstep: Class 11 contains 81544 members 
Mstep: Class 12 contains 33272 members 
Mstep: Class 13 contains 63037 members 
Mstep: Class 14 contains 85791 members 
Mstep: Class 15 contains 5204 members 
Mstep: Class 16 contains 53470 members 
Mstep: Class 17 contains 10803 members 
Mstep: Class 18 contains 6442 members 
Mstep: Class 19 contains 25268 members 
Mstep: Class 20 contains 1477 members 
Mstep: Class 21 contains 31184 members 
Mstep: Class 22 contains 76834 members 
Mstep: Class 23 contains 101167 members 
Mstep: Class 24 contains 10881 members 
Mstep: Class 25 contains 629 members 
Mstep: Class 26 contains 1237 members 
Mstep: Class 27 contains 505 members 
Mstep: Class 28 contains 12676 members 
Mstep: Class 29 contains 94145 members 
Mstep: Class 30 contains 3683 members 
Mstep: Class 31 contains 5710 members 
Mstep: Class 32 contains 5048 members 
Mstep: Class 33 contains 364 members 
Mstep: Class 34 contains 91431 members 
Mstep: Class 35 contains 95194 members 
Mstep: Class 36 contains 76649 members 
Mstep: Class 37 contains 4825 members 
Mstep: Class 38 contains 82822 members 
Mstep: Class 39 contains 308 members 
Mstep: Class 40 contains 908 members 
Mstep: Class 41 contains 453 members 
Mstep: Class 42 contains 125293 members 
Mstep: Class 43 contains 1005 members 
Mstep: Class 44 contains 90798 members 
Mstep: Class 45 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194640816.000000 Penalty: 105003.914062
Iteration 86Q: 46 clusters Score -1.946408e+08 nChanged 29967
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 120933 members 
Mstep: Class 3 contains 7888 members 
Mstep: Class 4 contains 20907 members 
Mstep: Class 5 contains 578 members 
Mstep: Class 6 contains 741 members 
Mstep: Class 7 contains 95304 members 
Mstep: Class 8 contains 509 members 
Mstep: Class 9 contains 339 members 
Mstep: Class 10 contains 191353 members 
Mstep: Class 11 contains 80362 members 
Mstep: Class 12 contains 32969 members 
Mstep: Class 13 contains 61885 members 
Mstep: Class 14 contains 84689 members 
Mstep: Class 15 contains 5178 members 
Mstep: Class 16 contains 55238 members 
Mstep: Class 17 contains 10745 members 
Mstep: Class 18 contains 6540 members 
Mstep: Class 19 contains 25103 members 
Mstep: Class 20 contains 1473 members 
Mstep: Class 21 contains 31201 members 
Mstep: Class 22 contains 78755 members 
Mstep: Class 23 contains 97874 members 
Mstep: Class 24 contains 11113 members 
Mstep: Class 25 contains 626 members 
Mstep: Class 26 contains 1246 members 
Mstep: Class 27 contains 504 members 
Mstep: Class 28 contains 12741 members 
Mstep: Class 29 contains 98992 members 
Mstep: Class 30 contains 3696 members 
Mstep: Class 31 contains 5724 members 
Mstep: Class 32 contains 5139 members 
Mstep: Class 33 contains 367 members 
Mstep: Class 34 contains 90860 members 
Mstep: Class 35 contains 96266 members 
Mstep: Class 36 contains 80225 members 
Mstep: Class 37 contains 4772 members 
Mstep: Class 38 contains 82591 members 
Mstep: Class 39 contains 310 members 
Mstep: Class 40 contains 897 members 
Mstep: Class 41 contains 456 members 
Mstep: Class 42 contains 126037 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 87890 members 
Mstep: Class 45 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194643648.000000 Penalty: 105003.914062
Iteration 87Q: 46 clusters Score -1.946436e+08 nChanged 29511
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 117879 members 
Mstep: Class 3 contains 7850 members 
Mstep: Class 4 contains 20846 members 
Mstep: Class 5 contains 578 members 
Mstep: Class 6 contains 743 members 
Mstep: Class 7 contains 94694 members 
Mstep: Class 8 contains 508 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 191520 members 
Mstep: Class 11 contains 79177 members 
Mstep: Class 12 contains 32689 members 
Mstep: Class 13 contains 60821 members 
Mstep: Class 14 contains 84135 members 
Mstep: Class 15 contains 5154 members 
Mstep: Class 16 contains 57059 members 
Mstep: Class 17 contains 10715 members 
Mstep: Class 18 contains 6604 members 
Mstep: Class 19 contains 24933 members 
Mstep: Class 20 contains 1472 members 
Mstep: Class 21 contains 31211 members 
Mstep: Class 22 contains 80926 members 
Mstep: Class 23 contains 94733 members 
Mstep: Class 24 contains 11324 members 
Mstep: Class 25 contains 628 members 
Mstep: Class 26 contains 1255 members 
Mstep: Class 27 contains 505 members 
Mstep: Class 28 contains 12819 members 
Mstep: Class 29 contains 103259 members 
Mstep: Class 30 contains 3708 members 
Mstep: Class 31 contains 5765 members 
Mstep: Class 32 contains 5224 members 
Mstep: Class 33 contains 367 members 
Mstep: Class 34 contains 90434 members 
Mstep: Class 35 contains 96874 members 
Mstep: Class 36 contains 84276 members 
Mstep: Class 37 contains 4737 members 
Mstep: Class 38 contains 82410 members 
Mstep: Class 39 contains 310 members 
Mstep: Class 40 contains 885 members 
Mstep: Class 41 contains 457 members 
Mstep: Class 42 contains 125969 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 85224 members 
Mstep: Class 45 contains 387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194645072.000000 Penalty: 105003.914062
Iteration 88Q: 46 clusters Score -1.946451e+08 nChanged 30017
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 114028 members 
Mstep: Class 3 contains 7778 members 
Mstep: Class 4 contains 20802 members 
Mstep: Class 5 contains 578 members 
Mstep: Class 6 contains 741 members 
Mstep: Class 7 contains 94150 members 
Mstep: Class 8 contains 507 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 191677 members 
Mstep: Class 11 contains 78088 members 
Mstep: Class 12 contains 32457 members 
Mstep: Class 13 contains 59842 members 
Mstep: Class 14 contains 83594 members 
Mstep: Class 15 contains 5109 members 
Mstep: Class 16 contains 58822 members 
Mstep: Class 17 contains 10669 members 
Mstep: Class 18 contains 6660 members 
Mstep: Class 19 contains 24766 members 
Mstep: Class 20 contains 1473 members 
Mstep: Class 21 contains 31227 members 
Mstep: Class 22 contains 83574 members 
Mstep: Class 23 contains 91860 members 
Mstep: Class 24 contains 11500 members 
Mstep: Class 25 contains 628 members 
Mstep: Class 26 contains 1260 members 
Mstep: Class 27 contains 506 members 
Mstep: Class 28 contains 12865 members 
Mstep: Class 29 contains 107012 members 
Mstep: Class 30 contains 3717 members 
Mstep: Class 31 contains 5817 members 
Mstep: Class 32 contains 5339 members 
Mstep: Class 33 contains 367 members 
Mstep: Class 34 contains 90006 members 
Mstep: Class 35 contains 97190 members 
Mstep: Class 36 contains 88768 members 
Mstep: Class 37 contains 4747 members 
Mstep: Class 38 contains 82242 members 
Mstep: Class 39 contains 310 members 
Mstep: Class 40 contains 884 members 
Mstep: Class 41 contains 457 members 
Mstep: Class 42 contains 125781 members 
Mstep: Class 43 contains 1009 members 
Mstep: Class 44 contains 82876 members 
Mstep: Class 45 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194645504.000000 Penalty: 105003.914062
Iteration 89Q: 46 clusters Score -1.946455e+08 nChanged 29111
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 110282 members 
Mstep: Class 3 contains 7722 members 
Mstep: Class 4 contains 20777 members 
Mstep: Class 5 contains 578 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 93784 members 
Mstep: Class 8 contains 506 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 191824 members 
Mstep: Class 11 contains 77331 members 
Mstep: Class 12 contains 32223 members 
Mstep: Class 13 contains 58922 members 
Mstep: Class 14 contains 82635 members 
Mstep: Class 15 contains 5063 members 
Mstep: Class 16 contains 60638 members 
Mstep: Class 17 contains 10653 members 
Mstep: Class 18 contains 6740 members 
Mstep: Class 19 contains 24616 members 
Mstep: Class 20 contains 1473 members 
Mstep: Class 21 contains 31252 members 
Mstep: Class 22 contains 86436 members 
Mstep: Class 23 contains 89185 members 
Mstep: Class 24 contains 11650 members 
Mstep: Class 25 contains 629 members 
Mstep: Class 26 contains 1261 members 
Mstep: Class 27 contains 507 members 
Mstep: Class 28 contains 12913 members 
Mstep: Class 29 contains 110339 members 
Mstep: Class 30 contains 3725 members 
Mstep: Class 31 contains 5875 members 
Mstep: Class 32 contains 5449 members 
Mstep: Class 33 contains 367 members 
Mstep: Class 34 contains 89713 members 
Mstep: Class 35 contains 97376 members 
Mstep: Class 36 contains 92427 members 
Mstep: Class 37 contains 4758 members 
Mstep: Class 38 contains 82099 members 
Mstep: Class 39 contains 310 members 
Mstep: Class 40 contains 885 members 
Mstep: Class 41 contains 457 members 
Mstep: Class 42 contains 125775 members 
Mstep: Class 43 contains 1011 members 
Mstep: Class 44 contains 80778 members 
Mstep: Class 45 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194643600.000000 Penalty: 105003.914062
Iteration 90Q: 46 clusters Score -1.946436e+08 nChanged 26543
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 107342 members 
Mstep: Class 3 contains 7646 members 
Mstep: Class 4 contains 20745 members 
Mstep: Class 5 contains 577 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 93471 members 
Mstep: Class 8 contains 506 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 191941 members 
Mstep: Class 11 contains 76860 members 
Mstep: Class 12 contains 32023 members 
Mstep: Class 13 contains 58123 members 
Mstep: Class 14 contains 81910 members 
Mstep: Class 15 contains 5021 members 
Mstep: Class 16 contains 62423 members 
Mstep: Class 17 contains 10643 members 
Mstep: Class 18 contains 6834 members 
Mstep: Class 19 contains 24486 members 
Mstep: Class 20 contains 1473 members 
Mstep: Class 21 contains 31267 members 
Mstep: Class 22 contains 89639 members 
Mstep: Class 23 contains 86904 members 
Mstep: Class 24 contains 11791 members 
Mstep: Class 25 contains 628 members 
Mstep: Class 26 contains 1261 members 
Mstep: Class 27 contains 507 members 
Mstep: Class 28 contains 12944 members 
Mstep: Class 29 contains 113358 members 
Mstep: Class 30 contains 3739 members 
Mstep: Class 31 contains 5950 members 
Mstep: Class 32 contains 5558 members 
Mstep: Class 33 contains 367 members 
Mstep: Class 34 contains 89613 members 
Mstep: Class 35 contains 97464 members 
Mstep: Class 36 contains 94066 members 
Mstep: Class 37 contains 4793 members 
Mstep: Class 38 contains 81987 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 885 members 
Mstep: Class 41 contains 458 members 
Mstep: Class 42 contains 125528 members 
Mstep: Class 43 contains 1013 members 
Mstep: Class 44 contains 78889 members 
Mstep: Class 45 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194643056.000000 Penalty: 105003.914062
Iteration 91Q: 46 clusters Score -1.946431e+08 nChanged 23014
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 106165 members 
Mstep: Class 3 contains 7596 members 
Mstep: Class 4 contains 20704 members 
Mstep: Class 5 contains 577 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 93255 members 
Mstep: Class 8 contains 506 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 192077 members 
Mstep: Class 11 contains 76417 members 
Mstep: Class 12 contains 31834 members 
Mstep: Class 13 contains 57363 members 
Mstep: Class 14 contains 80715 members 
Mstep: Class 15 contains 4975 members 
Mstep: Class 16 contains 64210 members 
Mstep: Class 17 contains 10628 members 
Mstep: Class 18 contains 6904 members 
Mstep: Class 19 contains 24360 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 31294 members 
Mstep: Class 22 contains 92752 members 
Mstep: Class 23 contains 85080 members 
Mstep: Class 24 contains 11920 members 
Mstep: Class 25 contains 629 members 
Mstep: Class 26 contains 1261 members 
Mstep: Class 27 contains 507 members 
Mstep: Class 28 contains 12981 members 
Mstep: Class 29 contains 115832 members 
Mstep: Class 30 contains 3742 members 
Mstep: Class 31 contains 6022 members 
Mstep: Class 32 contains 5667 members 
Mstep: Class 33 contains 367 members 
Mstep: Class 34 contains 89637 members 
Mstep: Class 35 contains 97517 members 
Mstep: Class 36 contains 93759 members 
Mstep: Class 37 contains 4845 members 
Mstep: Class 38 contains 81878 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 885 members 
Mstep: Class 41 contains 458 members 
Mstep: Class 42 contains 125753 members 
Mstep: Class 43 contains 1014 members 
Mstep: Class 44 contains 77073 members 
Mstep: Class 45 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194642480.000000 Penalty: 105003.914062
Iteration 92Q: 46 clusters Score -1.946425e+08 nChanged 20326
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 106347 members 
Mstep: Class 3 contains 7551 members 
Mstep: Class 4 contains 20648 members 
Mstep: Class 5 contains 577 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 93121 members 
Mstep: Class 8 contains 506 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 192190 members 
Mstep: Class 11 contains 76177 members 
Mstep: Class 12 contains 31684 members 
Mstep: Class 13 contains 56703 members 
Mstep: Class 14 contains 78860 members 
Mstep: Class 15 contains 4938 members 
Mstep: Class 16 contains 65996 members 
Mstep: Class 17 contains 10603 members 
Mstep: Class 18 contains 6955 members 
Mstep: Class 19 contains 24241 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 31329 members 
Mstep: Class 22 contains 95668 members 
Mstep: Class 23 contains 83673 members 
Mstep: Class 24 contains 12041 members 
Mstep: Class 25 contains 629 members 
Mstep: Class 26 contains 1258 members 
Mstep: Class 27 contains 507 members 
Mstep: Class 28 contains 13018 members 
Mstep: Class 29 contains 118151 members 
Mstep: Class 30 contains 3741 members 
Mstep: Class 31 contains 6079 members 
Mstep: Class 32 contains 5764 members 
Mstep: Class 33 contains 367 members 
Mstep: Class 34 contains 89658 members 
Mstep: Class 35 contains 97626 members 
Mstep: Class 36 contains 91796 members 
Mstep: Class 37 contains 4908 members 
Mstep: Class 38 contains 81790 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 885 members 
Mstep: Class 41 contains 458 members 
Mstep: Class 42 contains 126338 members 
Mstep: Class 43 contains 1016 members 
Mstep: Class 44 contains 75362 members 
Mstep: Class 45 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194640912.000000 Penalty: 105003.914062
Iteration 93Q: 46 clusters Score -1.946409e+08 nChanged 18953
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 107052 members 
Mstep: Class 3 contains 7485 members 
Mstep: Class 4 contains 20630 members 
Mstep: Class 5 contains 577 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 93077 members 
Mstep: Class 8 contains 506 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 192289 members 
Mstep: Class 11 contains 76135 members 
Mstep: Class 12 contains 31548 members 
Mstep: Class 13 contains 56034 members 
Mstep: Class 14 contains 76939 members 
Mstep: Class 15 contains 4888 members 
Mstep: Class 16 contains 67835 members 
Mstep: Class 17 contains 10587 members 
Mstep: Class 18 contains 7012 members 
Mstep: Class 19 contains 24142 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 31346 members 
Mstep: Class 22 contains 98221 members 
Mstep: Class 23 contains 82675 members 
Mstep: Class 24 contains 12152 members 
Mstep: Class 25 contains 629 members 
Mstep: Class 26 contains 1258 members 
Mstep: Class 27 contains 507 members 
Mstep: Class 28 contains 13037 members 
Mstep: Class 29 contains 120091 members 
Mstep: Class 30 contains 3744 members 
Mstep: Class 31 contains 6142 members 
Mstep: Class 32 contains 5879 members 
Mstep: Class 33 contains 367 members 
Mstep: Class 34 contains 89705 members 
Mstep: Class 35 contains 97658 members 
Mstep: Class 36 contains 89295 members 
Mstep: Class 37 contains 4985 members 
Mstep: Class 38 contains 81661 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 885 members 
Mstep: Class 41 contains 458 members 
Mstep: Class 42 contains 126857 members 
Mstep: Class 43 contains 1016 members 
Mstep: Class 44 contains 73855 members 
Mstep: Class 45 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194638672.000000 Penalty: 105003.914062
Iteration 94Q: 46 clusters Score -1.946387e+08 nChanged 18730
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 107772 members 
Mstep: Class 3 contains 7425 members 
Mstep: Class 4 contains 20589 members 
Mstep: Class 5 contains 577 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 93139 members 
Mstep: Class 8 contains 506 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 192398 members 
Mstep: Class 11 contains 76283 members 
Mstep: Class 12 contains 31428 members 
Mstep: Class 13 contains 55464 members 
Mstep: Class 14 contains 74853 members 
Mstep: Class 15 contains 4850 members 
Mstep: Class 16 contains 69964 members 
Mstep: Class 17 contains 10569 members 
Mstep: Class 18 contains 7045 members 
Mstep: Class 19 contains 24041 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 31346 members 
Mstep: Class 22 contains 100702 members 
Mstep: Class 23 contains 81989 members 
Mstep: Class 24 contains 12242 members 
Mstep: Class 25 contains 629 members 
Mstep: Class 26 contains 1258 members 
Mstep: Class 27 contains 507 members 
Mstep: Class 28 contains 13069 members 
Mstep: Class 29 contains 121617 members 
Mstep: Class 30 contains 3741 members 
Mstep: Class 31 contains 6203 members 
Mstep: Class 32 contains 5971 members 
Mstep: Class 33 contains 367 members 
Mstep: Class 34 contains 89776 members 
Mstep: Class 35 contains 97672 members 
Mstep: Class 36 contains 86514 members 
Mstep: Class 37 contains 5057 members 
Mstep: Class 38 contains 81560 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 885 members 
Mstep: Class 41 contains 458 members 
Mstep: Class 42 contains 127248 members 
Mstep: Class 43 contains 1015 members 
Mstep: Class 44 contains 72430 members 
Mstep: Class 45 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194637104.000000 Penalty: 105003.914062
Iteration 95Q: 46 clusters Score -1.946371e+08 nChanged 17747
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 108478 members 
Mstep: Class 3 contains 7378 members 
Mstep: Class 4 contains 20548 members 
Mstep: Class 5 contains 577 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 93293 members 
Mstep: Class 8 contains 506 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 192457 members 
Mstep: Class 11 contains 76242 members 
Mstep: Class 12 contains 31308 members 
Mstep: Class 13 contains 54864 members 
Mstep: Class 14 contains 72866 members 
Mstep: Class 15 contains 4821 members 
Mstep: Class 16 contains 72086 members 
Mstep: Class 17 contains 10542 members 
Mstep: Class 18 contains 7091 members 
Mstep: Class 19 contains 23977 members 
Mstep: Class 20 contains 1475 members 
Mstep: Class 21 contains 31341 members 
Mstep: Class 22 contains 103235 members 
Mstep: Class 23 contains 81619 members 
Mstep: Class 24 contains 12296 members 
Mstep: Class 25 contains 629 members 
Mstep: Class 26 contains 1258 members 
Mstep: Class 27 contains 507 members 
Mstep: Class 28 contains 13083 members 
Mstep: Class 29 contains 122715 members 
Mstep: Class 30 contains 3742 members 
Mstep: Class 31 contains 6267 members 
Mstep: Class 32 contains 6043 members 
Mstep: Class 33 contains 367 members 
Mstep: Class 34 contains 89818 members 
Mstep: Class 35 contains 97699 members 
Mstep: Class 36 contains 84002 members 
Mstep: Class 37 contains 5120 members 
Mstep: Class 38 contains 81494 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 885 members 
Mstep: Class 41 contains 458 members 
Mstep: Class 42 contains 127464 members 
Mstep: Class 43 contains 1016 members 
Mstep: Class 44 contains 71066 members 
Mstep: Class 45 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194635760.000000 Penalty: 105003.914062
Iteration 96Q: 46 clusters Score -1.946358e+08 nChanged 16559
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 109316 members 
Mstep: Class 3 contains 7342 members 
Mstep: Class 4 contains 20505 members 
Mstep: Class 5 contains 577 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 93459 members 
Mstep: Class 8 contains 506 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 192511 members 
Mstep: Class 11 contains 75944 members 
Mstep: Class 12 contains 31202 members 
Mstep: Class 13 contains 54324 members 
Mstep: Class 14 contains 70940 members 
Mstep: Class 15 contains 4800 members 
Mstep: Class 16 contains 74218 members 
Mstep: Class 17 contains 10533 members 
Mstep: Class 18 contains 7146 members 
Mstep: Class 19 contains 23917 members 
Mstep: Class 20 contains 1475 members 
Mstep: Class 21 contains 31337 members 
Mstep: Class 22 contains 105602 members 
Mstep: Class 23 contains 81364 members 
Mstep: Class 24 contains 12350 members 
Mstep: Class 25 contains 629 members 
Mstep: Class 26 contains 1258 members 
Mstep: Class 27 contains 507 members 
Mstep: Class 28 contains 13100 members 
Mstep: Class 29 contains 123421 members 
Mstep: Class 30 contains 3743 members 
Mstep: Class 31 contains 6317 members 
Mstep: Class 32 contains 6101 members 
Mstep: Class 33 contains 367 members 
Mstep: Class 34 contains 89819 members 
Mstep: Class 35 contains 97708 members 
Mstep: Class 36 contains 81869 members 
Mstep: Class 37 contains 5183 members 
Mstep: Class 38 contains 81426 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 885 members 
Mstep: Class 41 contains 458 members 
Mstep: Class 42 contains 127629 members 
Mstep: Class 43 contains 1017 members 
Mstep: Class 44 contains 69828 members 
Mstep: Class 45 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194634960.000000 Penalty: 105003.914062
Iteration 97Q: 46 clusters Score -1.94635e+08 nChanged 15848
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 110112 members 
Mstep: Class 3 contains 7307 members 
Mstep: Class 4 contains 20489 members 
Mstep: Class 5 contains 577 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 93630 members 
Mstep: Class 8 contains 506 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 192558 members 
Mstep: Class 11 contains 75752 members 
Mstep: Class 12 contains 31111 members 
Mstep: Class 13 contains 53738 members 
Mstep: Class 14 contains 69190 members 
Mstep: Class 15 contains 4778 members 
Mstep: Class 16 contains 76470 members 
Mstep: Class 17 contains 10535 members 
Mstep: Class 18 contains 7215 members 
Mstep: Class 19 contains 23844 members 
Mstep: Class 20 contains 1472 members 
Mstep: Class 21 contains 31338 members 
Mstep: Class 22 contains 107509 members 
Mstep: Class 23 contains 81244 members 
Mstep: Class 24 contains 12391 members 
Mstep: Class 25 contains 630 members 
Mstep: Class 26 contains 1258 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 13122 members 
Mstep: Class 29 contains 123699 members 
Mstep: Class 30 contains 3746 members 
Mstep: Class 31 contains 6359 members 
Mstep: Class 32 contains 6159 members 
Mstep: Class 33 contains 367 members 
Mstep: Class 34 contains 89820 members 
Mstep: Class 35 contains 97738 members 
Mstep: Class 36 contains 80125 members 
Mstep: Class 37 contains 5265 members 
Mstep: Class 38 contains 81375 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 885 members 
Mstep: Class 41 contains 458 members 
Mstep: Class 42 contains 127661 members 
Mstep: Class 43 contains 1017 members 
Mstep: Class 44 contains 68675 members 
Mstep: Class 45 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194634640.000000 Penalty: 105003.914062
Iteration 98Q: 46 clusters Score -1.946346e+08 nChanged 15200
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 110820 members 
Mstep: Class 3 contains 7281 members 
Mstep: Class 4 contains 20472 members 
Mstep: Class 5 contains 577 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 93899 members 
Mstep: Class 8 contains 506 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 192595 members 
Mstep: Class 11 contains 75471 members 
Mstep: Class 12 contains 31020 members 
Mstep: Class 13 contains 53202 members 
Mstep: Class 14 contains 67644 members 
Mstep: Class 15 contains 4763 members 
Mstep: Class 16 contains 78727 members 
Mstep: Class 17 contains 10525 members 
Mstep: Class 18 contains 7293 members 
Mstep: Class 19 contains 23784 members 
Mstep: Class 20 contains 1470 members 
Mstep: Class 21 contains 31338 members 
Mstep: Class 22 contains 109458 members 
Mstep: Class 23 contains 81225 members 
Mstep: Class 24 contains 12438 members 
Mstep: Class 25 contains 631 members 
Mstep: Class 26 contains 1258 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 13116 members 
Mstep: Class 29 contains 123483 members 
Mstep: Class 30 contains 3745 members 
Mstep: Class 31 contains 6412 members 
Mstep: Class 32 contains 6225 members 
Mstep: Class 33 contains 367 members 
Mstep: Class 34 contains 89845 members 
Mstep: Class 35 contains 97810 members 
Mstep: Class 36 contains 78427 members 
Mstep: Class 37 contains 5302 members 
Mstep: Class 38 contains 81336 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 885 members 
Mstep: Class 41 contains 458 members 
Mstep: Class 42 contains 127763 members 
Mstep: Class 43 contains 1018 members 
Mstep: Class 44 contains 67536 members 
Mstep: Class 45 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194634448.000000 Penalty: 105003.914062
Iteration 99Q: 46 clusters Score -1.946344e+08 nChanged 14642
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 111459 members 
Mstep: Class 3 contains 7249 members 
Mstep: Class 4 contains 20457 members 
Mstep: Class 5 contains 577 members 
Mstep: Class 6 contains 739 members 
Mstep: Class 7 contains 94215 members 
Mstep: Class 8 contains 506 members 
Mstep: Class 9 contains 338 members 
Mstep: Class 10 contains 192614 members 
Mstep: Class 11 contains 75170 members 
Mstep: Class 12 contains 30939 members 
Mstep: Class 13 contains 52709 members 
Mstep: Class 14 contains 66287 members 
Mstep: Class 15 contains 4748 members 
Mstep: Class 16 contains 81088 members 
Mstep: Class 17 contains 10532 members 
Mstep: Class 18 contains 7352 members 
Mstep: Class 19 contains 23736 members 
Mstep: Class 20 contains 1469 members 
Mstep: Class 21 contains 31342 members 
Mstep: Class 22 contains 111272 members 
Mstep: Class 23 contains 81211 members 
Mstep: Class 24 contains 12479 members 
Mstep: Class 25 contains 632 members 
Mstep: Class 26 contains 1259 members 
Mstep: Class 27 contains 508 members 
Mstep: Class 28 contains 13114 members 
Mstep: Class 29 contains 123055 members 
Mstep: Class 30 contains 3744 members 
Mstep: Class 31 contains 6452 members 
Mstep: Class 32 contains 6299 members 
Mstep: Class 33 contains 367 members 
Mstep: Class 34 contains 89852 members 
Mstep: Class 35 contains 97896 members 
Mstep: Class 36 contains 76767 members 
Mstep: Class 37 contains 5329 members 
Mstep: Class 38 contains 81295 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 885 members 
Mstep: Class 41 contains 458 members 
Mstep: Class 42 contains 127874 members 
Mstep: Class 43 contains 1020 members 
Mstep: Class 44 contains 66416 members 
Mstep: Class 45 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194636272.000000 Penalty: 105003.914062
Iteration 100F: 46 clusters Score -1.946363e+08 nChanged 21180
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 107859 members 
Mstep: Class 3 contains 7170 members 
Mstep: Class 4 contains 20445 members 
Mstep: Class 5 contains 577 members 
Mstep: Class 6 contains 732 members 
Mstep: Class 7 contains 94517 members 
Mstep: Class 8 contains 500 members 
Mstep: Class 9 contains 330 members 
Mstep: Class 10 contains 192639 members 
Mstep: Class 11 contains 75041 members 
Mstep: Class 12 contains 30855 members 
Mstep: Class 13 contains 52148 members 
Mstep: Class 14 contains 64055 members 
Mstep: Class 15 contains 4723 members 
Mstep: Class 16 contains 83602 members 
Mstep: Class 17 contains 10525 members 
Mstep: Class 18 contains 7424 members 
Mstep: Class 19 contains 23710 members 
Mstep: Class 20 contains 1469 members 
Mstep: Class 21 contains 31345 members 
Mstep: Class 22 contains 113037 members 
Mstep: Class 23 contains 81045 members 
Mstep: Class 24 contains 12515 members 
Mstep: Class 25 contains 633 members 
Mstep: Class 26 contains 1259 members 
Mstep: Class 27 contains 510 members 
Mstep: Class 28 contains 13110 members 
Mstep: Class 29 contains 123318 members 
Mstep: Class 30 contains 3749 members 
Mstep: Class 31 contains 6487 members 
Mstep: Class 32 contains 6373 members 
Mstep: Class 33 contains 367 members 
Mstep: Class 34 contains 89768 members 
Mstep: Class 35 contains 97664 members 
Mstep: Class 36 contains 80080 members 
Mstep: Class 37 contains 5436 members 
Mstep: Class 38 contains 81269 members 
Mstep: Class 39 contains 312 members 
Mstep: Class 40 contains 893 members 
Mstep: Class 41 contains 473 members 
Mstep: Class 42 contains 127745 members 
Mstep: Class 43 contains 1023 members 
Mstep: Class 44 contains 65297 members 
Mstep: Class 45 contains 392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194637472.000000 Penalty: 105003.914062
Iteration 101Q: 46 clusters Score -1.946375e+08 nChanged 22341
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 104303 members 
Mstep: Class 3 contains 7103 members 
Mstep: Class 4 contains 20435 members 
Mstep: Class 5 contains 576 members 
Mstep: Class 6 contains 732 members 
Mstep: Class 7 contains 94842 members 
Mstep: Class 8 contains 494 members 
Mstep: Class 9 contains 328 members 
Mstep: Class 10 contains 192643 members 
Mstep: Class 11 contains 75082 members 
Mstep: Class 12 contains 30779 members 
Mstep: Class 13 contains 51586 members 
Mstep: Class 14 contains 61805 members 
Mstep: Class 15 contains 4707 members 
Mstep: Class 16 contains 86238 members 
Mstep: Class 17 contains 10526 members 
Mstep: Class 18 contains 7496 members 
Mstep: Class 19 contains 23695 members 
Mstep: Class 20 contains 1470 members 
Mstep: Class 21 contains 31359 members 
Mstep: Class 22 contains 114887 members 
Mstep: Class 23 contains 80765 members 
Mstep: Class 24 contains 12543 members 
Mstep: Class 25 contains 633 members 
Mstep: Class 26 contains 1261 members 
Mstep: Class 27 contains 513 members 
Mstep: Class 28 contains 13100 members 
Mstep: Class 29 contains 123265 members 
Mstep: Class 30 contains 3747 members 
Mstep: Class 31 contains 6538 members 
Mstep: Class 32 contains 6434 members 
Mstep: Class 33 contains 368 members 
Mstep: Class 34 contains 89735 members 
Mstep: Class 35 contains 97290 members 
Mstep: Class 36 contains 83052 members 
Mstep: Class 37 contains 5568 members 
Mstep: Class 38 contains 81240 members 
Mstep: Class 39 contains 313 members 
Mstep: Class 40 contains 892 members 
Mstep: Class 41 contains 479 members 
Mstep: Class 42 contains 127879 members 
Mstep: Class 43 contains 1021 members 
Mstep: Class 44 contains 64315 members 
Mstep: Class 45 contains 395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194639056.000000 Penalty: 105003.914062
Iteration 102Q: 46 clusters Score -1.946391e+08 nChanged 23620
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 100400 members 
Mstep: Class 3 contains 7025 members 
Mstep: Class 4 contains 20425 members 
Mstep: Class 5 contains 573 members 
Mstep: Class 6 contains 728 members 
Mstep: Class 7 contains 95132 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 192680 members 
Mstep: Class 11 contains 75200 members 
Mstep: Class 12 contains 30719 members 
Mstep: Class 13 contains 51046 members 
Mstep: Class 14 contains 59554 members 
Mstep: Class 15 contains 4691 members 
Mstep: Class 16 contains 88819 members 
Mstep: Class 17 contains 10528 members 
Mstep: Class 18 contains 7545 members 
Mstep: Class 19 contains 23653 members 
Mstep: Class 20 contains 1471 members 
Mstep: Class 21 contains 31368 members 
Mstep: Class 22 contains 116948 members 
Mstep: Class 23 contains 80442 members 
Mstep: Class 24 contains 12584 members 
Mstep: Class 25 contains 633 members 
Mstep: Class 26 contains 1265 members 
Mstep: Class 27 contains 518 members 
Mstep: Class 28 contains 13088 members 
Mstep: Class 29 contains 123023 members 
Mstep: Class 30 contains 3742 members 
Mstep: Class 31 contains 6594 members 
Mstep: Class 32 contains 6504 members 
Mstep: Class 33 contains 368 members 
Mstep: Class 34 contains 89762 members 
Mstep: Class 35 contains 96489 members 
Mstep: Class 36 contains 86285 members 
Mstep: Class 37 contains 5675 members 
Mstep: Class 38 contains 81175 members 
Mstep: Class 39 contains 314 members 
Mstep: Class 40 contains 894 members 
Mstep: Class 41 contains 482 members 
Mstep: Class 42 contains 128413 members 
Mstep: Class 43 contains 1018 members 
Mstep: Class 44 contains 63450 members 
Mstep: Class 45 contains 397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194639440.000000 Penalty: 105003.914062
Iteration 103Q: 46 clusters Score -1.946394e+08 nChanged 25678
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 96204 members 
Mstep: Class 3 contains 6953 members 
Mstep: Class 4 contains 20411 members 
Mstep: Class 5 contains 573 members 
Mstep: Class 6 contains 725 members 
Mstep: Class 7 contains 95433 members 
Mstep: Class 8 contains 487 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 192711 members 
Mstep: Class 11 contains 74917 members 
Mstep: Class 12 contains 30668 members 
Mstep: Class 13 contains 50486 members 
Mstep: Class 14 contains 57335 members 
Mstep: Class 15 contains 4677 members 
Mstep: Class 16 contains 91341 members 
Mstep: Class 17 contains 10530 members 
Mstep: Class 18 contains 7617 members 
Mstep: Class 19 contains 23616 members 
Mstep: Class 20 contains 1473 members 
Mstep: Class 21 contains 31374 members 
Mstep: Class 22 contains 119394 members 
Mstep: Class 23 contains 80108 members 
Mstep: Class 24 contains 12625 members 
Mstep: Class 25 contains 632 members 
Mstep: Class 26 contains 1269 members 
Mstep: Class 27 contains 517 members 
Mstep: Class 28 contains 13094 members 
Mstep: Class 29 contains 122515 members 
Mstep: Class 30 contains 3740 members 
Mstep: Class 31 contains 6656 members 
Mstep: Class 32 contains 6564 members 
Mstep: Class 33 contains 368 members 
Mstep: Class 34 contains 89827 members 
Mstep: Class 35 contains 95458 members 
Mstep: Class 36 contains 90119 members 
Mstep: Class 37 contains 5798 members 
Mstep: Class 38 contains 81096 members 
Mstep: Class 39 contains 315 members 
Mstep: Class 40 contains 894 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 129083 members 
Mstep: Class 43 contains 1016 members 
Mstep: Class 44 contains 62611 members 
Mstep: Class 45 contains 398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194640608.000000 Penalty: 105003.914062
Iteration 104Q: 46 clusters Score -1.946406e+08 nChanged 24733
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 92427 members 
Mstep: Class 3 contains 6879 members 
Mstep: Class 4 contains 20399 members 
Mstep: Class 5 contains 572 members 
Mstep: Class 6 contains 726 members 
Mstep: Class 7 contains 95828 members 
Mstep: Class 8 contains 486 members 
Mstep: Class 9 contains 325 members 
Mstep: Class 10 contains 192766 members 
Mstep: Class 11 contains 73853 members 
Mstep: Class 12 contains 30616 members 
Mstep: Class 13 contains 49974 members 
Mstep: Class 14 contains 55166 members 
Mstep: Class 15 contains 4659 members 
Mstep: Class 16 contains 93744 members 
Mstep: Class 17 contains 10524 members 
Mstep: Class 18 contains 7688 members 
Mstep: Class 19 contains 23587 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 31388 members 
Mstep: Class 22 contains 121667 members 
Mstep: Class 23 contains 79832 members 
Mstep: Class 24 contains 12662 members 
Mstep: Class 25 contains 630 members 
Mstep: Class 26 contains 1273 members 
Mstep: Class 27 contains 517 members 
Mstep: Class 28 contains 13082 members 
Mstep: Class 29 contains 121859 members 
Mstep: Class 30 contains 3734 members 
Mstep: Class 31 contains 6709 members 
Mstep: Class 32 contains 6629 members 
Mstep: Class 33 contains 368 members 
Mstep: Class 34 contains 89910 members 
Mstep: Class 35 contains 94566 members 
Mstep: Class 36 contains 94028 members 
Mstep: Class 37 contains 5914 members 
Mstep: Class 38 contains 81046 members 
Mstep: Class 39 contains 317 members 
Mstep: Class 40 contains 891 members 
Mstep: Class 41 contains 486 members 
Mstep: Class 42 contains 130039 members 
Mstep: Class 43 contains 1018 members 
Mstep: Class 44 contains 61784 members 
Mstep: Class 45 contains 398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194641728.000000 Penalty: 105003.914062
Iteration 105Q: 46 clusters Score -1.946417e+08 nChanged 25106
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 88538 members 
Mstep: Class 3 contains 6808 members 
Mstep: Class 4 contains 20382 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 724 members 
Mstep: Class 7 contains 96220 members 
Mstep: Class 8 contains 484 members 
Mstep: Class 9 contains 326 members 
Mstep: Class 10 contains 192804 members 
Mstep: Class 11 contains 72278 members 
Mstep: Class 12 contains 30573 members 
Mstep: Class 13 contains 49468 members 
Mstep: Class 14 contains 53237 members 
Mstep: Class 15 contains 4642 members 
Mstep: Class 16 contains 96097 members 
Mstep: Class 17 contains 10522 members 
Mstep: Class 18 contains 7759 members 
Mstep: Class 19 contains 23561 members 
Mstep: Class 20 contains 1476 members 
Mstep: Class 21 contains 31400 members 
Mstep: Class 22 contains 124140 members 
Mstep: Class 23 contains 79623 members 
Mstep: Class 24 contains 12685 members 
Mstep: Class 25 contains 625 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 517 members 
Mstep: Class 28 contains 13071 members 
Mstep: Class 29 contains 120950 members 
Mstep: Class 30 contains 3733 members 
Mstep: Class 31 contains 6757 members 
Mstep: Class 32 contains 6687 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 90026 members 
Mstep: Class 35 contains 93708 members 
Mstep: Class 36 contains 98038 members 
Mstep: Class 37 contains 6017 members 
Mstep: Class 38 contains 80999 members 
Mstep: Class 39 contains 321 members 
Mstep: Class 40 contains 889 members 
Mstep: Class 41 contains 487 members 
Mstep: Class 42 contains 131168 members 
Mstep: Class 43 contains 1017 members 
Mstep: Class 44 contains 61068 members 
Mstep: Class 45 contains 400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194640432.000000 Penalty: 105003.914062
Iteration 106Q: 46 clusters Score -1.946404e+08 nChanged 24904
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 85033 members 
Mstep: Class 3 contains 6750 members 
Mstep: Class 4 contains 20369 members 
Mstep: Class 5 contains 570 members 
Mstep: Class 6 contains 724 members 
Mstep: Class 7 contains 96683 members 
Mstep: Class 8 contains 484 members 
Mstep: Class 9 contains 326 members 
Mstep: Class 10 contains 192809 members 
Mstep: Class 11 contains 70191 members 
Mstep: Class 12 contains 30527 members 
Mstep: Class 13 contains 49037 members 
Mstep: Class 14 contains 51245 members 
Mstep: Class 15 contains 4625 members 
Mstep: Class 16 contains 98532 members 
Mstep: Class 17 contains 10514 members 
Mstep: Class 18 contains 7839 members 
Mstep: Class 19 contains 23554 members 
Mstep: Class 20 contains 1478 members 
Mstep: Class 21 contains 31412 members 
Mstep: Class 22 contains 126583 members 
Mstep: Class 23 contains 79745 members 
Mstep: Class 24 contains 12703 members 
Mstep: Class 25 contains 624 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 517 members 
Mstep: Class 28 contains 13066 members 
Mstep: Class 29 contains 119918 members 
Mstep: Class 30 contains 3731 members 
Mstep: Class 31 contains 6799 members 
Mstep: Class 32 contains 6733 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 90162 members 
Mstep: Class 35 contains 92865 members 
Mstep: Class 36 contains 101710 members 
Mstep: Class 37 contains 6089 members 
Mstep: Class 38 contains 80945 members 
Mstep: Class 39 contains 326 members 
Mstep: Class 40 contains 890 members 
Mstep: Class 41 contains 487 members 
Mstep: Class 42 contains 132375 members 
Mstep: Class 43 contains 1015 members 
Mstep: Class 44 contains 60411 members 
Mstep: Class 45 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194636624.000000 Penalty: 105003.914062
Iteration 107Q: 46 clusters Score -1.946366e+08 nChanged 23678
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 82813 members 
Mstep: Class 3 contains 6691 members 
Mstep: Class 4 contains 20351 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 723 members 
Mstep: Class 7 contains 97357 members 
Mstep: Class 8 contains 484 members 
Mstep: Class 9 contains 326 members 
Mstep: Class 10 contains 192815 members 
Mstep: Class 11 contains 67808 members 
Mstep: Class 12 contains 30479 members 
Mstep: Class 13 contains 48603 members 
Mstep: Class 14 contains 49304 members 
Mstep: Class 15 contains 4611 members 
Mstep: Class 16 contains 101059 members 
Mstep: Class 17 contains 10495 members 
Mstep: Class 18 contains 7885 members 
Mstep: Class 19 contains 23506 members 
Mstep: Class 20 contains 1479 members 
Mstep: Class 21 contains 31425 members 
Mstep: Class 22 contains 128547 members 
Mstep: Class 23 contains 80135 members 
Mstep: Class 24 contains 12721 members 
Mstep: Class 25 contains 621 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 516 members 
Mstep: Class 28 contains 13059 members 
Mstep: Class 29 contains 118653 members 
Mstep: Class 30 contains 3734 members 
Mstep: Class 31 contains 6832 members 
Mstep: Class 32 contains 6780 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 90310 members 
Mstep: Class 35 contains 92289 members 
Mstep: Class 36 contains 104237 members 
Mstep: Class 37 contains 6175 members 
Mstep: Class 38 contains 80901 members 
Mstep: Class 39 contains 331 members 
Mstep: Class 40 contains 891 members 
Mstep: Class 41 contains 487 members 
Mstep: Class 42 contains 133527 members 
Mstep: Class 43 contains 1015 members 
Mstep: Class 44 contains 59850 members 
Mstep: Class 45 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194633264.000000 Penalty: 105003.914062
Iteration 108Q: 46 clusters Score -1.946333e+08 nChanged 22730
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 81497 members 
Mstep: Class 3 contains 6616 members 
Mstep: Class 4 contains 20362 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 722 members 
Mstep: Class 7 contains 98017 members 
Mstep: Class 8 contains 484 members 
Mstep: Class 9 contains 326 members 
Mstep: Class 10 contains 192839 members 
Mstep: Class 11 contains 65241 members 
Mstep: Class 12 contains 30422 members 
Mstep: Class 13 contains 48170 members 
Mstep: Class 14 contains 47361 members 
Mstep: Class 15 contains 4598 members 
Mstep: Class 16 contains 103740 members 
Mstep: Class 17 contains 10471 members 
Mstep: Class 18 contains 7936 members 
Mstep: Class 19 contains 23476 members 
Mstep: Class 20 contains 1480 members 
Mstep: Class 21 contains 31440 members 
Mstep: Class 22 contains 129940 members 
Mstep: Class 23 contains 80847 members 
Mstep: Class 24 contains 12739 members 
Mstep: Class 25 contains 620 members 
Mstep: Class 26 contains 1277 members 
Mstep: Class 27 contains 515 members 
Mstep: Class 28 contains 13055 members 
Mstep: Class 29 contains 117366 members 
Mstep: Class 30 contains 3736 members 
Mstep: Class 31 contains 6875 members 
Mstep: Class 32 contains 6816 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 90437 members 
Mstep: Class 35 contains 91889 members 
Mstep: Class 36 contains 106014 members 
Mstep: Class 37 contains 6277 members 
Mstep: Class 38 contains 80850 members 
Mstep: Class 39 contains 334 members 
Mstep: Class 40 contains 892 members 
Mstep: Class 41 contains 487 members 
Mstep: Class 42 contains 134557 members 
Mstep: Class 43 contains 1014 members 
Mstep: Class 44 contains 59368 members 
Mstep: Class 45 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194631680.000000 Penalty: 105003.914062
Iteration 109Q: 46 clusters Score -1.946317e+08 nChanged 21804
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 80916 members 
Mstep: Class 3 contains 6550 members 
Mstep: Class 4 contains 20370 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 722 members 
Mstep: Class 7 contains 98783 members 
Mstep: Class 8 contains 484 members 
Mstep: Class 9 contains 326 members 
Mstep: Class 10 contains 192867 members 
Mstep: Class 11 contains 62664 members 
Mstep: Class 12 contains 30382 members 
Mstep: Class 13 contains 47702 members 
Mstep: Class 14 contains 45535 members 
Mstep: Class 15 contains 4583 members 
Mstep: Class 16 contains 106191 members 
Mstep: Class 17 contains 10449 members 
Mstep: Class 18 contains 7974 members 
Mstep: Class 19 contains 23457 members 
Mstep: Class 20 contains 1480 members 
Mstep: Class 21 contains 31454 members 
Mstep: Class 22 contains 130724 members 
Mstep: Class 23 contains 81720 members 
Mstep: Class 24 contains 12757 members 
Mstep: Class 25 contains 620 members 
Mstep: Class 26 contains 1277 members 
Mstep: Class 27 contains 515 members 
Mstep: Class 28 contains 13050 members 
Mstep: Class 29 contains 115923 members 
Mstep: Class 30 contains 3737 members 
Mstep: Class 31 contains 6903 members 
Mstep: Class 32 contains 6853 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 90558 members 
Mstep: Class 35 contains 91680 members 
Mstep: Class 36 contains 107449 members 
Mstep: Class 37 contains 6388 members 
Mstep: Class 38 contains 80806 members 
Mstep: Class 39 contains 335 members 
Mstep: Class 40 contains 892 members 
Mstep: Class 41 contains 487 members 
Mstep: Class 42 contains 135554 members 
Mstep: Class 43 contains 1014 members 
Mstep: Class 44 contains 58972 members 
Mstep: Class 45 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194628464.000000 Penalty: 105003.914062
Iteration 110Q: 46 clusters Score -1.946285e+08 nChanged 20653
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 80718 members 
Mstep: Class 3 contains 6493 members 
Mstep: Class 4 contains 20389 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 722 members 
Mstep: Class 7 contains 99536 members 
Mstep: Class 8 contains 484 members 
Mstep: Class 9 contains 326 members 
Mstep: Class 10 contains 192892 members 
Mstep: Class 11 contains 60174 members 
Mstep: Class 12 contains 30351 members 
Mstep: Class 13 contains 47263 members 
Mstep: Class 14 contains 43721 members 
Mstep: Class 15 contains 4571 members 
Mstep: Class 16 contains 108366 members 
Mstep: Class 17 contains 10429 members 
Mstep: Class 18 contains 8012 members 
Mstep: Class 19 contains 23420 members 
Mstep: Class 20 contains 1479 members 
Mstep: Class 21 contains 31467 members 
Mstep: Class 22 contains 131323 members 
Mstep: Class 23 contains 82638 members 
Mstep: Class 24 contains 12772 members 
Mstep: Class 25 contains 618 members 
Mstep: Class 26 contains 1277 members 
Mstep: Class 27 contains 515 members 
Mstep: Class 28 contains 13050 members 
Mstep: Class 29 contains 114542 members 
Mstep: Class 30 contains 3739 members 
Mstep: Class 31 contains 6935 members 
Mstep: Class 32 contains 6898 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 90711 members 
Mstep: Class 35 contains 91621 members 
Mstep: Class 36 contains 108589 members 
Mstep: Class 37 contains 6496 members 
Mstep: Class 38 contains 80759 members 
Mstep: Class 39 contains 337 members 
Mstep: Class 40 contains 891 members 
Mstep: Class 41 contains 487 members 
Mstep: Class 42 contains 136487 members 
Mstep: Class 43 contains 1014 members 
Mstep: Class 44 contains 58591 members 
Mstep: Class 45 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194626208.000000 Penalty: 105003.914062
Iteration 111Q: 46 clusters Score -1.946262e+08 nChanged 19705
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 80812 members 
Mstep: Class 3 contains 6438 members 
Mstep: Class 4 contains 20414 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 722 members 
Mstep: Class 7 contains 100275 members 
Mstep: Class 8 contains 484 members 
Mstep: Class 9 contains 326 members 
Mstep: Class 10 contains 192915 members 
Mstep: Class 11 contains 57732 members 
Mstep: Class 12 contains 30312 members 
Mstep: Class 13 contains 46868 members 
Mstep: Class 14 contains 42058 members 
Mstep: Class 15 contains 4556 members 
Mstep: Class 16 contains 110235 members 
Mstep: Class 17 contains 10421 members 
Mstep: Class 18 contains 8049 members 
Mstep: Class 19 contains 23405 members 
Mstep: Class 20 contains 1479 members 
Mstep: Class 21 contains 31487 members 
Mstep: Class 22 contains 131755 members 
Mstep: Class 23 contains 83547 members 
Mstep: Class 24 contains 12791 members 
Mstep: Class 25 contains 617 members 
Mstep: Class 26 contains 1277 members 
Mstep: Class 27 contains 515 members 
Mstep: Class 28 contains 13047 members 
Mstep: Class 29 contains 113087 members 
Mstep: Class 30 contains 3745 members 
Mstep: Class 31 contains 6972 members 
Mstep: Class 32 contains 6933 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 90918 members 
Mstep: Class 35 contains 91725 members 
Mstep: Class 36 contains 109661 members 
Mstep: Class 37 contains 6604 members 
Mstep: Class 38 contains 80727 members 
Mstep: Class 39 contains 338 members 
Mstep: Class 40 contains 892 members 
Mstep: Class 41 contains 487 members 
Mstep: Class 42 contains 137149 members 
Mstep: Class 43 contains 1014 members 
Mstep: Class 44 contains 58314 members 
Mstep: Class 45 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194624128.000000 Penalty: 105003.914062
Iteration 112Q: 46 clusters Score -1.946241e+08 nChanged 18257
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 81148 members 
Mstep: Class 3 contains 6374 members 
Mstep: Class 4 contains 20413 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 722 members 
Mstep: Class 7 contains 101043 members 
Mstep: Class 8 contains 484 members 
Mstep: Class 9 contains 326 members 
Mstep: Class 10 contains 192929 members 
Mstep: Class 11 contains 55445 members 
Mstep: Class 12 contains 30288 members 
Mstep: Class 13 contains 46457 members 
Mstep: Class 14 contains 40601 members 
Mstep: Class 15 contains 4547 members 
Mstep: Class 16 contains 111569 members 
Mstep: Class 17 contains 10424 members 
Mstep: Class 18 contains 8096 members 
Mstep: Class 19 contains 23414 members 
Mstep: Class 20 contains 1478 members 
Mstep: Class 21 contains 31498 members 
Mstep: Class 22 contains 132116 members 
Mstep: Class 23 contains 84439 members 
Mstep: Class 24 contains 12804 members 
Mstep: Class 25 contains 617 members 
Mstep: Class 26 contains 1277 members 
Mstep: Class 27 contains 515 members 
Mstep: Class 28 contains 13041 members 
Mstep: Class 29 contains 111536 members 
Mstep: Class 30 contains 3745 members 
Mstep: Class 31 contains 7013 members 
Mstep: Class 32 contains 6966 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 91122 members 
Mstep: Class 35 contains 91963 members 
Mstep: Class 36 contains 110824 members 
Mstep: Class 37 contains 6681 members 
Mstep: Class 38 contains 80700 members 
Mstep: Class 39 contains 338 members 
Mstep: Class 40 contains 893 members 
Mstep: Class 41 contains 487 members 
Mstep: Class 42 contains 137614 members 
Mstep: Class 43 contains 1013 members 
Mstep: Class 44 contains 58143 members 
Mstep: Class 45 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194623280.000000 Penalty: 105003.914062
Iteration 113Q: 46 clusters Score -1.946233e+08 nChanged 17126
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 81797 members 
Mstep: Class 3 contains 6312 members 
Mstep: Class 4 contains 20398 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 722 members 
Mstep: Class 7 contains 101792 members 
Mstep: Class 8 contains 484 members 
Mstep: Class 9 contains 326 members 
Mstep: Class 10 contains 192957 members 
Mstep: Class 11 contains 53313 members 
Mstep: Class 12 contains 30253 members 
Mstep: Class 13 contains 46085 members 
Mstep: Class 14 contains 39307 members 
Mstep: Class 15 contains 4536 members 
Mstep: Class 16 contains 112367 members 
Mstep: Class 17 contains 10431 members 
Mstep: Class 18 contains 8142 members 
Mstep: Class 19 contains 23413 members 
Mstep: Class 20 contains 1478 members 
Mstep: Class 21 contains 31507 members 
Mstep: Class 22 contains 132548 members 
Mstep: Class 23 contains 85380 members 
Mstep: Class 24 contains 12833 members 
Mstep: Class 25 contains 617 members 
Mstep: Class 26 contains 1277 members 
Mstep: Class 27 contains 515 members 
Mstep: Class 28 contains 13028 members 
Mstep: Class 29 contains 109976 members 
Mstep: Class 30 contains 3748 members 
Mstep: Class 31 contains 7060 members 
Mstep: Class 32 contains 7008 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 91301 members 
Mstep: Class 35 contains 92225 members 
Mstep: Class 36 contains 112179 members 
Mstep: Class 37 contains 6747 members 
Mstep: Class 38 contains 80678 members 
Mstep: Class 39 contains 338 members 
Mstep: Class 40 contains 893 members 
Mstep: Class 41 contains 487 members 
Mstep: Class 42 contains 137654 members 
Mstep: Class 43 contains 1013 members 
Mstep: Class 44 contains 57978 members 
Mstep: Class 45 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194621696.000000 Penalty: 105003.914062
Iteration 114Q: 46 clusters Score -1.946217e+08 nChanged 16043
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 82601 members 
Mstep: Class 3 contains 6232 members 
Mstep: Class 4 contains 20392 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 722 members 
Mstep: Class 7 contains 102478 members 
Mstep: Class 8 contains 484 members 
Mstep: Class 9 contains 326 members 
Mstep: Class 10 contains 192963 members 
Mstep: Class 11 contains 51278 members 
Mstep: Class 12 contains 30212 members 
Mstep: Class 13 contains 45731 members 
Mstep: Class 14 contains 38175 members 
Mstep: Class 15 contains 4530 members 
Mstep: Class 16 contains 112849 members 
Mstep: Class 17 contains 10439 members 
Mstep: Class 18 contains 8183 members 
Mstep: Class 19 contains 23412 members 
Mstep: Class 20 contains 1477 members 
Mstep: Class 21 contains 31515 members 
Mstep: Class 22 contains 132956 members 
Mstep: Class 23 contains 86361 members 
Mstep: Class 24 contains 12861 members 
Mstep: Class 25 contains 617 members 
Mstep: Class 26 contains 1277 members 
Mstep: Class 27 contains 515 members 
Mstep: Class 28 contains 13028 members 
Mstep: Class 29 contains 108674 members 
Mstep: Class 30 contains 3748 members 
Mstep: Class 31 contains 7102 members 
Mstep: Class 32 contains 7040 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 91419 members 
Mstep: Class 35 contains 92473 members 
Mstep: Class 36 contains 113725 members 
Mstep: Class 37 contains 6803 members 
Mstep: Class 38 contains 80660 members 
Mstep: Class 39 contains 338 members 
Mstep: Class 40 contains 893 members 
Mstep: Class 41 contains 487 members 
Mstep: Class 42 contains 137259 members 
Mstep: Class 43 contains 1013 members 
Mstep: Class 44 contains 57855 members 
Mstep: Class 45 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194621168.000000 Penalty: 105003.914062
Iteration 115Q: 46 clusters Score -1.946212e+08 nChanged 15513
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 83378 members 
Mstep: Class 3 contains 6148 members 
Mstep: Class 4 contains 20397 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 722 members 
Mstep: Class 7 contains 103125 members 
Mstep: Class 8 contains 484 members 
Mstep: Class 9 contains 326 members 
Mstep: Class 10 contains 192948 members 
Mstep: Class 11 contains 49276 members 
Mstep: Class 12 contains 30171 members 
Mstep: Class 13 contains 45428 members 
Mstep: Class 14 contains 36987 members 
Mstep: Class 15 contains 4527 members 
Mstep: Class 16 contains 112954 members 
Mstep: Class 17 contains 10442 members 
Mstep: Class 18 contains 8231 members 
Mstep: Class 19 contains 23417 members 
Mstep: Class 20 contains 1477 members 
Mstep: Class 21 contains 31529 members 
Mstep: Class 22 contains 133489 members 
Mstep: Class 23 contains 87392 members 
Mstep: Class 24 contains 12882 members 
Mstep: Class 25 contains 617 members 
Mstep: Class 26 contains 1277 members 
Mstep: Class 27 contains 515 members 
Mstep: Class 28 contains 13025 members 
Mstep: Class 29 contains 107565 members 
Mstep: Class 30 contains 3746 members 
Mstep: Class 31 contains 7139 members 
Mstep: Class 32 contains 7060 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 91579 members 
Mstep: Class 35 contains 92661 members 
Mstep: Class 36 contains 115378 members 
Mstep: Class 37 contains 6863 members 
Mstep: Class 38 contains 80637 members 
Mstep: Class 39 contains 338 members 
Mstep: Class 40 contains 892 members 
Mstep: Class 41 contains 487 members 
Mstep: Class 42 contains 136833 members 
Mstep: Class 43 contains 1013 members 
Mstep: Class 44 contains 57748 members 
Mstep: Class 45 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194620832.000000 Penalty: 105003.914062
Iteration 116Q: 46 clusters Score -1.946208e+08 nChanged 14855
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 84227 members 
Mstep: Class 3 contains 6074 members 
Mstep: Class 4 contains 20395 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 722 members 
Mstep: Class 7 contains 103588 members 
Mstep: Class 8 contains 484 members 
Mstep: Class 9 contains 326 members 
Mstep: Class 10 contains 192939 members 
Mstep: Class 11 contains 47440 members 
Mstep: Class 12 contains 30142 members 
Mstep: Class 13 contains 45146 members 
Mstep: Class 14 contains 35878 members 
Mstep: Class 15 contains 4528 members 
Mstep: Class 16 contains 112888 members 
Mstep: Class 17 contains 10441 members 
Mstep: Class 18 contains 8259 members 
Mstep: Class 19 contains 23430 members 
Mstep: Class 20 contains 1477 members 
Mstep: Class 21 contains 31536 members 
Mstep: Class 22 contains 133992 members 
Mstep: Class 23 contains 88419 members 
Mstep: Class 24 contains 12903 members 
Mstep: Class 25 contains 617 members 
Mstep: Class 26 contains 1277 members 
Mstep: Class 27 contains 515 members 
Mstep: Class 28 contains 13018 members 
Mstep: Class 29 contains 106449 members 
Mstep: Class 30 contains 3750 members 
Mstep: Class 31 contains 7180 members 
Mstep: Class 32 contains 7082 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 91778 members 
Mstep: Class 35 contains 92843 members 
Mstep: Class 36 contains 117058 members 
Mstep: Class 37 contains 6896 members 
Mstep: Class 38 contains 80629 members 
Mstep: Class 39 contains 338 members 
Mstep: Class 40 contains 891 members 
Mstep: Class 41 contains 487 members 
Mstep: Class 42 contains 136385 members 
Mstep: Class 43 contains 1013 members 
Mstep: Class 44 contains 57663 members 
Mstep: Class 45 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194621440.000000 Penalty: 105003.914062
Iteration 117Q: 46 clusters Score -1.946214e+08 nChanged 14947
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 85342 members 
Mstep: Class 3 contains 6007 members 
Mstep: Class 4 contains 20386 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 722 members 
Mstep: Class 7 contains 104063 members 
Mstep: Class 8 contains 484 members 
Mstep: Class 9 contains 326 members 
Mstep: Class 10 contains 192921 members 
Mstep: Class 11 contains 45567 members 
Mstep: Class 12 contains 30125 members 
Mstep: Class 13 contains 44847 members 
Mstep: Class 14 contains 34830 members 
Mstep: Class 15 contains 4525 members 
Mstep: Class 16 contains 112750 members 
Mstep: Class 17 contains 10453 members 
Mstep: Class 18 contains 8286 members 
Mstep: Class 19 contains 23467 members 
Mstep: Class 20 contains 1477 members 
Mstep: Class 21 contains 31549 members 
Mstep: Class 22 contains 134224 members 
Mstep: Class 23 contains 89454 members 
Mstep: Class 24 contains 12924 members 
Mstep: Class 25 contains 616 members 
Mstep: Class 26 contains 1277 members 
Mstep: Class 27 contains 515 members 
Mstep: Class 28 contains 13011 members 
Mstep: Class 29 contains 105337 members 
Mstep: Class 30 contains 3754 members 
Mstep: Class 31 contains 7235 members 
Mstep: Class 32 contains 7103 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 91940 members 
Mstep: Class 35 contains 93001 members 
Mstep: Class 36 contains 118796 members 
Mstep: Class 37 contains 6927 members 
Mstep: Class 38 contains 80609 members 
Mstep: Class 39 contains 338 members 
Mstep: Class 40 contains 890 members 
Mstep: Class 41 contains 487 members 
Mstep: Class 42 contains 135945 members 
Mstep: Class 43 contains 1013 members 
Mstep: Class 44 contains 57580 members 
Mstep: Class 45 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194622416.000000 Penalty: 105003.914062
Iteration 118Q: 46 clusters Score -1.946224e+08 nChanged 15148
Entering ConstructFrom: 
Score: -194622416.000000 Penalty: 105003.914062
Entering ConstructFrom: 
Trying to split cluster 1 (375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Entering Unmasked Estep 
Score: -24528.505859 Penalty: 963.125488
	Iteration 0F: 2 clusters Score -24528.51 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 180 members 
Entering Unmasked Estep 
Score: -23645.892578 Penalty: 1926.250977
	Iteration 0F: 3 clusters Score -23645.89 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -23850.748047 Penalty: 1926.250977
	Iteration 1F: 3 clusters Score -23850.75 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -23972.841797 Penalty: 1926.250977
	Iteration 2F: 3 clusters Score -23972.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -24084.167969 Penalty: 1926.250977
	Iteration 3F: 3 clusters Score -24084.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -24208.892578 Penalty: 1926.250977
	Iteration 4Q: 3 clusters Score -24208.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -24306.138672 Penalty: 1926.250977
	Iteration 5F: 3 clusters Score -24306.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -24370.152344 Penalty: 1926.250977
	Iteration 6Q: 3 clusters Score -24370.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -24402.794922 Penalty: 1926.250977
	Iteration 7Q: 3 clusters Score -24402.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -24425.638672 Penalty: 1926.250977
	Iteration 8Q: 3 clusters Score -24425.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -24426.941406 Penalty: 1926.250977
	Iteration 9Q: 3 clusters Score -24426.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -24426.941406 Penalty: 1926.250977
	Iteration 10F: 3 clusters Score -24426.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (86760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86760 members 
Entering Unmasked Estep 
Score: -10328816.000000 Penalty: 1847.771484
	Iteration 0F: 2 clusters Score -1.032882e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43438 members 
Mstep: Class 2 contains 43322 members 
Entering Unmasked Estep 
Score: -10270891.000000 Penalty: 3695.542969
	Iteration 0F: 3 clusters Score -1.027089e+07 nChanged 41342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43496 members 
Mstep: Class 2 contains 43264 members 
Entering Unmasked Estep 
Score: -10294557.000000 Penalty: 3695.542969
	Iteration 1F: 3 clusters Score -1.029456e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43549 members 
Mstep: Class 2 contains 43211 members 
Entering Unmasked Estep 
Score: -10295163.000000 Penalty: 3695.542969
	Iteration 2Q: 3 clusters Score -1.029516e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43752 members 
Mstep: Class 2 contains 43008 members 
Entering Unmasked Estep 
Score: -10295736.000000 Penalty: 3695.542969
	Iteration 3Q: 3 clusters Score -1.029574e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44115 members 
Mstep: Class 2 contains 42645 members 
Entering Unmasked Estep 
Score: -10296252.000000 Penalty: 3695.542969
	Iteration 4Q: 3 clusters Score -1.029625e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44714 members 
Mstep: Class 2 contains 42046 members 
Entering Unmasked Estep 
Score: -10296945.000000 Penalty: 3695.542969
	Iteration 5Q: 3 clusters Score -1.029694e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45739 members 
Mstep: Class 2 contains 41021 members 
Entering Unmasked Estep 
Score: -10298115.000000 Penalty: 3695.542969
	Iteration 6Q: 3 clusters Score -1.029812e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47335 members 
Mstep: Class 2 contains 39425 members 
Entering Unmasked Estep 
Score: -10300253.000000 Penalty: 3695.542969
	Iteration 7Q: 3 clusters Score -1.030025e+07 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49260 members 
Mstep: Class 2 contains 37500 members 
Entering Unmasked Estep 
Score: -10303983.000000 Penalty: 3695.542969
	Iteration 8F: 3 clusters Score -1.030398e+07 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51014 members 
Mstep: Class 2 contains 35746 members 
Entering Unmasked Estep 
Score: -10309347.000000 Penalty: 3695.542969
	Iteration 9F: 3 clusters Score -1.030935e+07 nChanged 6393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51939 members 
Mstep: Class 2 contains 34821 members 
Entering Unmasked Estep 
Score: -10315283.000000 Penalty: 3695.542969
	Iteration 10F: 3 clusters Score -1.031528e+07 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52045 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -10319398.000000 Penalty: 3695.542969
	Iteration 11F: 3 clusters Score -1.03194e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52035 members 
Mstep: Class 2 contains 34725 members 
Entering Unmasked Estep 
Score: -10321052.000000 Penalty: 3695.542969
	Iteration 12Q: 3 clusters Score -1.032105e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52210 members 
Mstep: Class 2 contains 34550 members 
Entering Unmasked Estep 
Score: -10322055.000000 Penalty: 3695.542969
	Iteration 13Q: 3 clusters Score -1.032206e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52433 members 
Mstep: Class 2 contains 34327 members 
Entering Unmasked Estep 
Score: -10322705.000000 Penalty: 3695.542969
	Iteration 14Q: 3 clusters Score -1.03227e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52689 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -10323120.000000 Penalty: 3695.542969
	Iteration 15Q: 3 clusters Score -1.032312e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53032 members 
Mstep: Class 2 contains 33728 members 
Entering Unmasked Estep 
Score: -10323390.000000 Penalty: 3695.542969
	Iteration 16Q: 3 clusters Score -1.032339e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53417 members 
Mstep: Class 2 contains 33343 members 
Entering Unmasked Estep 
Score: -10323594.000000 Penalty: 3695.542969
	Iteration 17Q: 3 clusters Score -1.032359e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53870 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
Score: -10323697.000000 Penalty: 3695.542969
	Iteration 18Q: 3 clusters Score -1.03237e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54330 members 
Mstep: Class 2 contains 32430 members 
Entering Unmasked Estep 
Score: -10323724.000000 Penalty: 3695.542969
	Iteration 19Q: 3 clusters Score -1.032372e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54842 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -10323779.000000 Penalty: 3695.542969
	Iteration 20F: 3 clusters Score -1.032378e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55369 members 
Mstep: Class 2 contains 31391 members 
Entering Unmasked Estep 
Score: -10323786.000000 Penalty: 3695.542969
	Iteration 21Q: 3 clusters Score -1.032379e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55889 members 
Mstep: Class 2 contains 30871 members 
Entering Unmasked Estep 
Score: -10323782.000000 Penalty: 3695.542969
	Iteration 22Q: 3 clusters Score -1.032378e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56438 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -10323776.000000 Penalty: 3695.542969
	Iteration 23Q: 3 clusters Score -1.032378e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57009 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -10323780.000000 Penalty: 3695.542969
	Iteration 24Q: 3 clusters Score -1.032378e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57592 members 
Mstep: Class 2 contains 29168 members 
Entering Unmasked Estep 
Score: -10323758.000000 Penalty: 3695.542969
	Iteration 25Q: 3 clusters Score -1.032376e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58155 members 
Mstep: Class 2 contains 28605 members 
Entering Unmasked Estep 
Score: -10323750.000000 Penalty: 3695.542969
	Iteration 26Q: 3 clusters Score -1.032375e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58750 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -10323793.000000 Penalty: 3695.542969
	Iteration 27Q: 3 clusters Score -1.032379e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59418 members 
Mstep: Class 2 contains 27342 members 
Entering Unmasked Estep 
Score: -10323776.000000 Penalty: 3695.542969
	Iteration 28Q: 3 clusters Score -1.032378e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60101 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -10323801.000000 Penalty: 3695.542969
	Iteration 29Q: 3 clusters Score -1.03238e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60747 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -10323841.000000 Penalty: 3695.542969
	Iteration 30Q: 3 clusters Score -1.032384e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61398 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -10323865.000000 Penalty: 3695.542969
	Iteration 31Q: 3 clusters Score -1.032386e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62048 members 
Mstep: Class 2 contains 24712 members 
Entering Unmasked Estep 
Score: -10323851.000000 Penalty: 3695.542969
	Iteration 32Q: 3 clusters Score -1.032385e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62679 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -10323871.000000 Penalty: 3695.542969
	Iteration 33Q: 3 clusters Score -1.032387e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63276 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -10323918.000000 Penalty: 3695.542969
	Iteration 34Q: 3 clusters Score -1.032392e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63851 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -10323918.000000 Penalty: 3695.542969
	Iteration 35Q: 3 clusters Score -1.032392e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64313 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -10323923.000000 Penalty: 3695.542969
	Iteration 36Q: 3 clusters Score -1.032392e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64770 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -10323895.000000 Penalty: 3695.542969
	Iteration 37Q: 3 clusters Score -1.03239e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65233 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -10323934.000000 Penalty: 3695.542969
	Iteration 38Q: 3 clusters Score -1.032393e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65657 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -10323945.000000 Penalty: 3695.542969
	Iteration 39Q: 3 clusters Score -1.032394e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66147 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -10323924.000000 Penalty: 3695.542969
	Iteration 40F: 3 clusters Score -1.032392e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66636 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -10323903.000000 Penalty: 3695.542969
	Iteration 41Q: 3 clusters Score -1.03239e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67143 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -10323946.000000 Penalty: 3695.542969
	Iteration 42Q: 3 clusters Score -1.032395e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67682 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -10323917.000000 Penalty: 3695.542969
	Iteration 43Q: 3 clusters Score -1.032392e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68202 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -10323922.000000 Penalty: 3695.542969
	Iteration 44Q: 3 clusters Score -1.032392e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68710 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -10323947.000000 Penalty: 3695.542969
	Iteration 45Q: 3 clusters Score -1.032395e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69216 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -10323990.000000 Penalty: 3695.542969
	Iteration 46Q: 3 clusters Score -1.032399e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69749 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -10323992.000000 Penalty: 3695.542969
	Iteration 47Q: 3 clusters Score -1.032399e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70336 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -10324043.000000 Penalty: 3695.542969
	Iteration 48Q: 3 clusters Score -1.032404e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70974 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -10324007.000000 Penalty: 3695.542969
	Iteration 49Q: 3 clusters Score -1.032401e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71639 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -10324002.000000 Penalty: 3695.542969
	Iteration 50Q: 3 clusters Score -1.0324e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72282 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -10324015.000000 Penalty: 3695.542969
	Iteration 51Q: 3 clusters Score -1.032402e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72952 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -10324058.000000 Penalty: 3695.542969
	Iteration 52Q: 3 clusters Score -1.032406e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73650 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -10324106.000000 Penalty: 3695.542969
	Iteration 53Q: 3 clusters Score -1.032411e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74346 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -10324167.000000 Penalty: 3695.542969
	Iteration 54Q: 3 clusters Score -1.032417e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75050 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -10324279.000000 Penalty: 3695.542969
	Iteration 55Q: 3 clusters Score -1.032428e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75776 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -10324335.000000 Penalty: 3695.542969
	Iteration 56Q: 3 clusters Score -1.032434e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76508 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -10324477.000000 Penalty: 3695.542969
	Iteration 57Q: 3 clusters Score -1.032448e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77194 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -10324625.000000 Penalty: 3695.542969
	Iteration 58Q: 3 clusters Score -1.032462e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77801 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -10324746.000000 Penalty: 3695.542969
	Iteration 59Q: 3 clusters Score -1.032475e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78361 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -10324901.000000 Penalty: 3695.542969
	Iteration 60F: 3 clusters Score -1.03249e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78857 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -10325047.000000 Penalty: 3695.542969
	Iteration 61Q: 3 clusters Score -1.032505e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79322 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -10325182.000000 Penalty: 3695.542969
	Iteration 62Q: 3 clusters Score -1.032518e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79761 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -10325282.000000 Penalty: 3695.542969
	Iteration 63Q: 3 clusters Score -1.032528e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80174 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -10325404.000000 Penalty: 3695.542969
	Iteration 64Q: 3 clusters Score -1.03254e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80595 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -10325523.000000 Penalty: 3695.542969
	Iteration 65Q: 3 clusters Score -1.032552e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81053 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -10325660.000000 Penalty: 3695.542969
	Iteration 66Q: 3 clusters Score -1.032566e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81489 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -10325780.000000 Penalty: 3695.542969
	Iteration 67Q: 3 clusters Score -1.032578e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81862 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -10325908.000000 Penalty: 3695.542969
	Iteration 68Q: 3 clusters Score -1.032591e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82240 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -10326037.000000 Penalty: 3695.542969
	Iteration 69Q: 3 clusters Score -1.032604e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82628 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -10326182.000000 Penalty: 3695.542969
	Iteration 70Q: 3 clusters Score -1.032618e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82998 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -10326356.000000 Penalty: 3695.542969
	Iteration 71Q: 3 clusters Score -1.032636e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83346 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -10326500.000000 Penalty: 3695.542969
	Iteration 72Q: 3 clusters Score -1.03265e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83658 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -10326604.000000 Penalty: 3695.542969
	Iteration 73Q: 3 clusters Score -1.03266e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83925 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -10326743.000000 Penalty: 3695.542969
	Iteration 74Q: 3 clusters Score -1.032674e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84142 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -10326856.000000 Penalty: 3695.542969
	Iteration 75Q: 3 clusters Score -1.032686e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84337 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -10326962.000000 Penalty: 3695.542969
	Iteration 76Q: 3 clusters Score -1.032696e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84496 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -10327079.000000 Penalty: 3695.542969
	Iteration 77Q: 3 clusters Score -1.032708e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84625 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -10327150.000000 Penalty: 3695.542969
	Iteration 78Q: 3 clusters Score -1.032715e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84739 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -10327215.000000 Penalty: 3695.542969
	Iteration 79Q: 3 clusters Score -1.032722e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84834 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -10327259.000000 Penalty: 3695.542969
	Iteration 80F: 3 clusters Score -1.032726e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84903 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -10327281.000000 Penalty: 3695.542969
	Iteration 81Q: 3 clusters Score -1.032728e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84969 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -10327341.000000 Penalty: 3695.542969
	Iteration 82Q: 3 clusters Score -1.032734e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85006 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -10327369.000000 Penalty: 3695.542969
	Iteration 83Q: 3 clusters Score -1.032737e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85024 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -10327395.000000 Penalty: 3695.542969
	Iteration 84Q: 3 clusters Score -1.03274e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85041 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -10327424.000000 Penalty: 3695.542969
	Iteration 85Q: 3 clusters Score -1.032742e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85063 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -10327426.000000 Penalty: 3695.542969
	Iteration 86Q: 3 clusters Score -1.032743e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85088 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -10327422.000000 Penalty: 3695.542969
	Iteration 87Q: 3 clusters Score -1.032742e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85107 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -10327436.000000 Penalty: 3695.542969
	Iteration 88Q: 3 clusters Score -1.032744e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85130 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -10327442.000000 Penalty: 3695.542969
	Iteration 89Q: 3 clusters Score -1.032744e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85139 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -10327447.000000 Penalty: 3695.542969
	Iteration 90Q: 3 clusters Score -1.032745e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85153 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -10327457.000000 Penalty: 3695.542969
	Iteration 91Q: 3 clusters Score -1.032746e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85163 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -10327445.000000 Penalty: 3695.542969
	Iteration 92Q: 3 clusters Score -1.032744e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85176 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -10327461.000000 Penalty: 3695.542969
	Iteration 93Q: 3 clusters Score -1.032746e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85189 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -10327480.000000 Penalty: 3695.542969
	Iteration 94Q: 3 clusters Score -1.032748e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85196 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -10327471.000000 Penalty: 3695.542969
	Iteration 95Q: 3 clusters Score -1.032747e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85204 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -10327476.000000 Penalty: 3695.542969
	Iteration 96Q: 3 clusters Score -1.032748e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85215 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -10327480.000000 Penalty: 3695.542969
	Iteration 97Q: 3 clusters Score -1.032748e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85222 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -10327496.000000 Penalty: 3695.542969
	Iteration 98Q: 3 clusters Score -1.03275e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85228 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -10327488.000000 Penalty: 3695.542969
	Iteration 99Q: 3 clusters Score -1.032749e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85231 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -10327477.000000 Penalty: 3695.542969
	Iteration 100F: 3 clusters Score -1.032748e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85237 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -10327476.000000 Penalty: 3695.542969
	Iteration 101Q: 3 clusters Score -1.032748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85238 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -10327474.000000 Penalty: 3695.542969
	Iteration 102Q: 3 clusters Score -1.032747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85240 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -10327476.000000 Penalty: 3695.542969
	Iteration 103Q: 3 clusters Score -1.032748e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85240 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -10327476.000000 Penalty: 3695.542969
	Iteration 104F: 3 clusters Score -1.032748e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Entering Unmasked Estep 
Score: -693620.875000 Penalty: 1412.529663
	Iteration 0F: 2 clusters Score -693620.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -689043.937500 Penalty: 2825.059326
	Iteration 0F: 3 clusters Score -689043.9 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -690394.375000 Penalty: 2825.059326
	Iteration 1F: 3 clusters Score -690394.4 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -690622.562500 Penalty: 2825.059326
	Iteration 2F: 3 clusters Score -690622.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -690760.687500 Penalty: 2825.059326
	Iteration 3F: 3 clusters Score -690760.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -690878.000000 Penalty: 2825.059326
	Iteration 4Q: 3 clusters Score -690878 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -690968.687500 Penalty: 2825.059326
	Iteration 5Q: 3 clusters Score -690968.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -691044.000000 Penalty: 2825.059326
	Iteration 6Q: 3 clusters Score -691044 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -691155.500000 Penalty: 2825.059326
	Iteration 7Q: 3 clusters Score -691155.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -691310.750000 Penalty: 2825.059326
	Iteration 8Q: 3 clusters Score -691310.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -691460.500000 Penalty: 2825.059326
	Iteration 9Q: 3 clusters Score -691460.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -691614.000000 Penalty: 2825.059326
	Iteration 10Q: 3 clusters Score -691614 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -691756.187500 Penalty: 2825.059326
	Iteration 11Q: 3 clusters Score -691756.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -691884.687500 Penalty: 2825.059326
	Iteration 12Q: 3 clusters Score -691884.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -691996.375000 Penalty: 2825.059326
	Iteration 13Q: 3 clusters Score -691996.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -692087.375000 Penalty: 2825.059326
	Iteration 14Q: 3 clusters Score -692087.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -692147.937500 Penalty: 2825.059326
	Iteration 15Q: 3 clusters Score -692147.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -692202.250000 Penalty: 2825.059326
	Iteration 16Q: 3 clusters Score -692202.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -692233.750000 Penalty: 2825.059326
	Iteration 17Q: 3 clusters Score -692233.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -692269.625000 Penalty: 2825.059326
	Iteration 18Q: 3 clusters Score -692269.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -692302.625000 Penalty: 2825.059326
	Iteration 19Q: 3 clusters Score -692302.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -692318.250000 Penalty: 2825.059326
	Iteration 20F: 3 clusters Score -692318.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -692336.000000 Penalty: 2825.059326
	Iteration 21Q: 3 clusters Score -692336 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -692349.375000 Penalty: 2825.059326
	Iteration 22Q: 3 clusters Score -692349.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -692356.250000 Penalty: 2825.059326
	Iteration 23Q: 3 clusters Score -692356.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -692363.000000 Penalty: 2825.059326
	Iteration 24Q: 3 clusters Score -692363 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -692370.437500 Penalty: 2825.059326
	Iteration 25Q: 3 clusters Score -692370.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -692375.125000 Penalty: 2825.059326
	Iteration 26Q: 3 clusters Score -692375.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -692380.500000 Penalty: 2825.059326
	Iteration 27Q: 3 clusters Score -692380.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -692385.812500 Penalty: 2825.059326
	Iteration 28Q: 3 clusters Score -692385.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -692390.687500 Penalty: 2825.059326
	Iteration 29Q: 3 clusters Score -692390.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -692394.312500 Penalty: 2825.059326
	Iteration 30Q: 3 clusters Score -692394.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -692398.562500 Penalty: 2825.059326
	Iteration 31Q: 3 clusters Score -692398.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -692400.312500 Penalty: 2825.059326
	Iteration 32Q: 3 clusters Score -692400.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -692403.187500 Penalty: 2825.059326
	Iteration 33Q: 3 clusters Score -692403.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -692406.062500 Penalty: 2825.059326
	Iteration 34Q: 3 clusters Score -692406.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -692407.062500 Penalty: 2825.059326
	Iteration 35Q: 3 clusters Score -692407.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -692408.562500 Penalty: 2825.059326
	Iteration 36Q: 3 clusters Score -692408.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -692409.875000 Penalty: 2825.059326
	Iteration 37Q: 3 clusters Score -692409.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -692410.000000 Penalty: 2825.059326
	Iteration 38Q: 3 clusters Score -692410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -692408.937500 Penalty: 2825.059326
	Iteration 39Q: 3 clusters Score -692408.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -692408.937500 Penalty: 2825.059326
	Iteration 40F: 3 clusters Score -692408.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Entering Unmasked Estep 
Score: -2349004.750000 Penalty: 1612.423096
	Iteration 0F: 2 clusters Score -2349005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -2335058.000000 Penalty: 3224.846191
	Iteration 0F: 3 clusters Score -2335058 nChanged 9265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -2340117.500000 Penalty: 3224.846191
	Iteration 1F: 3 clusters Score -2340118 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -2340479.250000 Penalty: 3224.846191
	Iteration 2Q: 3 clusters Score -2340479 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -2340818.250000 Penalty: 3224.846191
	Iteration 3Q: 3 clusters Score -2340818 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -2341201.750000 Penalty: 3224.846191
	Iteration 4Q: 3 clusters Score -2341202 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -2341706.250000 Penalty: 3224.846191
	Iteration 5Q: 3 clusters Score -2341706 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -2342410.250000 Penalty: 3224.846191
	Iteration 6F: 3 clusters Score -2342410 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -2343378.000000 Penalty: 3224.846191
	Iteration 7F: 3 clusters Score -2343378 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -2344482.500000 Penalty: 3224.846191
	Iteration 8F: 3 clusters Score -2344482 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -2345528.500000 Penalty: 3224.846191
	Iteration 9F: 3 clusters Score -2345528 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -2346307.250000 Penalty: 3224.846191
	Iteration 10Q: 3 clusters Score -2346307 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -2346809.750000 Penalty: 3224.846191
	Iteration 11Q: 3 clusters Score -2346810 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -2347147.000000 Penalty: 3224.846191
	Iteration 12Q: 3 clusters Score -2347147 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -2347297.250000 Penalty: 3224.846191
	Iteration 13Q: 3 clusters Score -2347297 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -2347410.500000 Penalty: 3224.846191
	Iteration 14Q: 3 clusters Score -2347410 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -2347497.000000 Penalty: 3224.846191
	Iteration 15Q: 3 clusters Score -2347497 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -2347562.500000 Penalty: 3224.846191
	Iteration 16Q: 3 clusters Score -2347562 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -2347596.500000 Penalty: 3224.846191
	Iteration 17Q: 3 clusters Score -2347596 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -2347618.750000 Penalty: 3224.846191
	Iteration 18Q: 3 clusters Score -2347619 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -2347637.500000 Penalty: 3224.846191
	Iteration 19Q: 3 clusters Score -2347638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -2347642.250000 Penalty: 3224.846191
	Iteration 20F: 3 clusters Score -2347642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -2347644.500000 Penalty: 3224.846191
	Iteration 21Q: 3 clusters Score -2347644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -2347648.000000 Penalty: 3224.846191
	Iteration 22Q: 3 clusters Score -2347648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -2347656.500000 Penalty: 3224.846191
	Iteration 23Q: 3 clusters Score -2347656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -2347658.000000 Penalty: 3224.846191
	Iteration 24Q: 3 clusters Score -2347658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -2347666.500000 Penalty: 3224.846191
	Iteration 25Q: 3 clusters Score -2347666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -2347666.500000 Penalty: 3224.846191
	Iteration 26F: 3 clusters Score -2347666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Entering Unmasked Estep 
Score: -48976.406250 Penalty: 1031.450806
	Iteration 0F: 2 clusters Score -48976.41 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 289 members 
Entering Unmasked Estep 
Score: -47895.980469 Penalty: 2062.901611
	Iteration 0F: 3 clusters Score -47895.98 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -48201.570312 Penalty: 2062.901611
	Iteration 1F: 3 clusters Score -48201.57 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -48335.386719 Penalty: 2062.901611
	Iteration 2F: 3 clusters Score -48335.39 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -48399.976562 Penalty: 2062.901611
	Iteration 3F: 3 clusters Score -48399.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -48470.765625 Penalty: 2062.901611
	Iteration 4Q: 3 clusters Score -48470.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -48505.246094 Penalty: 2062.901611
	Iteration 5Q: 3 clusters Score -48505.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -48536.121094 Penalty: 2062.901611
	Iteration 6Q: 3 clusters Score -48536.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -48552.382812 Penalty: 2062.901611
	Iteration 7Q: 3 clusters Score -48552.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -48558.574219 Penalty: 2062.901611
	Iteration 8Q: 3 clusters Score -48558.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -48567.105469 Penalty: 2062.901611
	Iteration 9Q: 3 clusters Score -48567.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -48568.187500 Penalty: 2062.901611
	Iteration 10Q: 3 clusters Score -48568.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -48568.187500 Penalty: 2062.901611
	Iteration 11F: 3 clusters Score -48568.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Entering Unmasked Estep 
Score: -62918.382812 Penalty: 1069.579102
	Iteration 0F: 2 clusters Score -62918.38 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 390 members 
Entering Unmasked Estep 
Score: -61747.121094 Penalty: 2139.158203
	Iteration 0F: 3 clusters Score -61747.12 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -62149.117188 Penalty: 2139.158203
	Iteration 1F: 3 clusters Score -62149.12 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -62349.906250 Penalty: 2139.158203
	Iteration 2F: 3 clusters Score -62349.91 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -62474.000000 Penalty: 2139.158203
	Iteration 3F: 3 clusters Score -62474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -62534.320312 Penalty: 2139.158203
	Iteration 4Q: 3 clusters Score -62534.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -62576.101562 Penalty: 2139.158203
	Iteration 5Q: 3 clusters Score -62576.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -62598.777344 Penalty: 2139.158203
	Iteration 6Q: 3 clusters Score -62598.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -62617.167969 Penalty: 2139.158203
	Iteration 7Q: 3 clusters Score -62617.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -62626.242188 Penalty: 2139.158203
	Iteration 8Q: 3 clusters Score -62626.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -62640.167969 Penalty: 2139.158203
	Iteration 9Q: 3 clusters Score -62640.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -62652.839844 Penalty: 2139.158203
	Iteration 10Q: 3 clusters Score -62652.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -62664.066406 Penalty: 2139.158203
	Iteration 11Q: 3 clusters Score -62664.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -62681.722656 Penalty: 2139.158203
	Iteration 12Q: 3 clusters Score -62681.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -62699.515625 Penalty: 2139.158203
	Iteration 13Q: 3 clusters Score -62699.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -62707.535156 Penalty: 2139.158203
	Iteration 14Q: 3 clusters Score -62707.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -62717.605469 Penalty: 2139.158203
	Iteration 15Q: 3 clusters Score -62717.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -62723.164062 Penalty: 2139.158203
	Iteration 16Q: 3 clusters Score -62723.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -62729.945312 Penalty: 2139.158203
	Iteration 17F: 3 clusters Score -62729.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -62743.945312 Penalty: 2139.158203
	Iteration 18Q: 3 clusters Score -62743.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -62784.269531 Penalty: 2139.158203
	Iteration 19Q: 3 clusters Score -62784.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -62813.968750 Penalty: 2139.158203
	Iteration 20F: 3 clusters Score -62813.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -62847.308594 Penalty: 2139.158203
	Iteration 21Q: 3 clusters Score -62847.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -62868.257812 Penalty: 2139.158203
	Iteration 22Q: 3 clusters Score -62868.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -62879.054688 Penalty: 2139.158203
	Iteration 23Q: 3 clusters Score -62879.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -62887.207031 Penalty: 2139.158203
	Iteration 24Q: 3 clusters Score -62887.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -62895.617188 Penalty: 2139.158203
	Iteration 25Q: 3 clusters Score -62895.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -62902.003906 Penalty: 2139.158203
	Iteration 26Q: 3 clusters Score -62902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -62908.980469 Penalty: 2139.158203
	Iteration 27Q: 3 clusters Score -62908.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -62911.230469 Penalty: 2139.158203
	Iteration 28Q: 3 clusters Score -62911.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -62913.542969 Penalty: 2139.158203
	Iteration 29Q: 3 clusters Score -62913.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -62914.574219 Penalty: 2139.158203
	Iteration 30Q: 3 clusters Score -62914.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -62914.574219 Penalty: 2139.158203
	Iteration 31F: 3 clusters Score -62914.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (104491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104491 members 
Entering Unmasked Estep 
Score: -11883146.000000 Penalty: 1877.989136
	Iteration 0F: 2 clusters Score -1.188315e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52552 members 
Mstep: Class 2 contains 51939 members 
Entering Unmasked Estep 
Score: -11813371.000000 Penalty: 3755.978271
	Iteration 0F: 3 clusters Score -1.181337e+07 nChanged 50173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56377 members 
Mstep: Class 2 contains 48114 members 
Entering Unmasked Estep 
Score: -11842891.000000 Penalty: 3755.978271
	Iteration 1F: 3 clusters Score -1.184289e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58990 members 
Mstep: Class 2 contains 45501 members 
Entering Unmasked Estep 
Score: -11844212.000000 Penalty: 3755.978271
	Iteration 2Q: 3 clusters Score -1.184421e+07 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62968 members 
Mstep: Class 2 contains 41523 members 
Entering Unmasked Estep 
Score: -11846546.000000 Penalty: 3755.978271
	Iteration 3Q: 3 clusters Score -1.184655e+07 nChanged 6381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68721 members 
Mstep: Class 2 contains 35770 members 
Entering Unmasked Estep 
Score: -11850622.000000 Penalty: 3755.978271
	Iteration 4F: 3 clusters Score -1.185062e+07 nChanged 8015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76396 members 
Mstep: Class 2 contains 28095 members 
Entering Unmasked Estep 
Score: -11856951.000000 Penalty: 3755.978271
	Iteration 5F: 3 clusters Score -1.185695e+07 nChanged 8855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85105 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -11865010.000000 Penalty: 3755.978271
	Iteration 6F: 3 clusters Score -1.186501e+07 nChanged 7519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92596 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -11872015.000000 Penalty: 3755.978271
	Iteration 7F: 3 clusters Score -1.187202e+07 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97907 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -11876735.000000 Penalty: 3755.978271
	Iteration 8F: 3 clusters Score -1.187674e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101067 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -11879526.000000 Penalty: 3755.978271
	Iteration 9Q: 3 clusters Score -1.187953e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102650 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -11880827.000000 Penalty: 3755.978271
	Iteration 10Q: 3 clusters Score -1.188083e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103274 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -11881366.000000 Penalty: 3755.978271
	Iteration 11Q: 3 clusters Score -1.188137e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103544 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -11881585.000000 Penalty: 3755.978271
	Iteration 12Q: 3 clusters Score -1.188158e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103683 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -11881666.000000 Penalty: 3755.978271
	Iteration 13Q: 3 clusters Score -1.188167e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103763 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -11881725.000000 Penalty: 3755.978271
	Iteration 14Q: 3 clusters Score -1.188172e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103814 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -11881781.000000 Penalty: 3755.978271
	Iteration 15Q: 3 clusters Score -1.188178e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103841 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -11881812.000000 Penalty: 3755.978271
	Iteration 16Q: 3 clusters Score -1.188181e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103864 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -11881814.000000 Penalty: 3755.978271
	Iteration 17Q: 3 clusters Score -1.188181e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103887 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -11881829.000000 Penalty: 3755.978271
	Iteration 18Q: 3 clusters Score -1.188183e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103906 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -11881846.000000 Penalty: 3755.978271
	Iteration 19Q: 3 clusters Score -1.188185e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103923 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -11881854.000000 Penalty: 3755.978271
	Iteration 20F: 3 clusters Score -1.188185e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103933 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -11881883.000000 Penalty: 3755.978271
	Iteration 21Q: 3 clusters Score -1.188188e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103934 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -11881906.000000 Penalty: 3755.978271
	Iteration 22Q: 3 clusters Score -1.188191e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103932 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -11881922.000000 Penalty: 3755.978271
	Iteration 23Q: 3 clusters Score -1.188192e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103937 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -11881932.000000 Penalty: 3755.978271
	Iteration 24Q: 3 clusters Score -1.188193e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103937 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -11881926.000000 Penalty: 3755.978271
	Iteration 25Q: 3 clusters Score -1.188193e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103946 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -11881932.000000 Penalty: 3755.978271
	Iteration 26Q: 3 clusters Score -1.188193e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103951 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -11881925.000000 Penalty: 3755.978271
	Iteration 27Q: 3 clusters Score -1.188192e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103960 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -11881934.000000 Penalty: 3755.978271
	Iteration 28Q: 3 clusters Score -1.188193e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103970 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -11881951.000000 Penalty: 3755.978271
	Iteration 29Q: 3 clusters Score -1.188195e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103975 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -11881957.000000 Penalty: 3755.978271
	Iteration 30Q: 3 clusters Score -1.188196e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103976 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -11881964.000000 Penalty: 3755.978271
	Iteration 31Q: 3 clusters Score -1.188196e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103975 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -11881974.000000 Penalty: 3755.978271
	Iteration 32Q: 3 clusters Score -1.188197e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103975 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -11881978.000000 Penalty: 3755.978271
	Iteration 33Q: 3 clusters Score -1.188198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103975 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -11881978.000000 Penalty: 3755.978271
	Iteration 34Q: 3 clusters Score -1.188198e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103974 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -11881973.000000 Penalty: 3755.978271
	Iteration 35Q: 3 clusters Score -1.188197e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103972 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -11881979.000000 Penalty: 3755.978271
	Iteration 36Q: 3 clusters Score -1.188198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103973 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -11881976.000000 Penalty: 3755.978271
	Iteration 37Q: 3 clusters Score -1.188198e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103976 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -11881977.000000 Penalty: 3755.978271
	Iteration 38Q: 3 clusters Score -1.188198e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103978 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -11881973.000000 Penalty: 3755.978271
	Iteration 39Q: 3 clusters Score -1.188197e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103980 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -11881966.000000 Penalty: 3755.978271
	Iteration 40F: 3 clusters Score -1.188197e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103981 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -11881967.000000 Penalty: 3755.978271
	Iteration 41Q: 3 clusters Score -1.188197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103980 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -11881974.000000 Penalty: 3755.978271
	Iteration 42Q: 3 clusters Score -1.188197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103979 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -11881972.000000 Penalty: 3755.978271
	Iteration 43Q: 3 clusters Score -1.188197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103980 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -11881978.000000 Penalty: 3755.978271
	Iteration 44Q: 3 clusters Score -1.188198e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103981 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -11881974.000000 Penalty: 3755.978271
	Iteration 45Q: 3 clusters Score -1.188197e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103981 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -11881974.000000 Penalty: 3755.978271
	Iteration 46F: 3 clusters Score -1.188197e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Entering Unmasked Estep 
Score: -25992.060547 Penalty: 1004.588806
	Iteration 0F: 2 clusters Score -25992.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -25065.746094 Penalty: 2009.177612
	Iteration 0F: 3 clusters Score -25065.75 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -25513.146484 Penalty: 2009.177612
	Iteration 1F: 3 clusters Score -25513.15 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -25820.433594 Penalty: 2009.177612
	Iteration 2F: 3 clusters Score -25820.43 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -26037.908203 Penalty: 2009.177612
	Iteration 3Q: 3 clusters Score -26037.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -26181.574219 Penalty: 2009.177612
	Iteration 4Q: 3 clusters Score -26181.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -26308.359375 Penalty: 2009.177612
	Iteration 5Q: 3 clusters Score -26308.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -26402.544922 Penalty: 2009.177612
	Iteration 6Q: 3 clusters Score -26402.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -26480.046875 Penalty: 2009.177612
	Iteration 7Q: 3 clusters Score -26480.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -26510.466797 Penalty: 2009.177612
	Iteration 8Q: 3 clusters Score -26510.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -26515.003906 Penalty: 2009.177612
	Iteration 9Q: 3 clusters Score -26515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -26520.238281 Penalty: 2009.177612
	Iteration 10Q: 3 clusters Score -26520.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -26522.388672 Penalty: 2009.177612
	Iteration 11Q: 3 clusters Score -26522.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -26530.080078 Penalty: 2009.177612
	Iteration 12F: 3 clusters Score -26530.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -26564.171875 Penalty: 2009.177612
	Iteration 13Q: 3 clusters Score -26564.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -26649.072266 Penalty: 2009.177612
	Iteration 14Q: 3 clusters Score -26649.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -26785.535156 Penalty: 2009.177612
	Iteration 15Q: 3 clusters Score -26785.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -26920.464844 Penalty: 2009.177612
	Iteration 16Q: 3 clusters Score -26920.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -27014.328125 Penalty: 2009.177612
	Iteration 17Q: 3 clusters Score -27014.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -27082.789062 Penalty: 2009.177612
	Iteration 18Q: 3 clusters Score -27082.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -27136.613281 Penalty: 2009.177612
	Iteration 19Q: 3 clusters Score -27136.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -27192.994141 Penalty: 2009.177612
	Iteration 20F: 3 clusters Score -27192.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -27366.654297 Penalty: 2009.177612
	Iteration 21Q: 3 clusters Score -27366.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -27522.951172 Penalty: 2009.177612
	Iteration 22Q: 3 clusters Score -27522.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -27536.738281 Penalty: 2009.177612
	Iteration 23Q: 3 clusters Score -27536.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -27543.937500 Penalty: 2009.177612
	Iteration 24Q: 3 clusters Score -27543.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -27548.546875 Penalty: 2009.177612
	Iteration 25F: 3 clusters Score -27548.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -27588.390625 Penalty: 2009.177612
	Iteration 26Q: 3 clusters Score -27588.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -27699.609375 Penalty: 2009.177612
	Iteration 27Q: 3 clusters Score -27699.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -27707.777344 Penalty: 2009.177612
	Iteration 28Q: 3 clusters Score -27707.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -27709.296875 Penalty: 2009.177612
	Iteration 29Q: 3 clusters Score -27709.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -27710.078125 Penalty: 2009.177612
	Iteration 30Q: 3 clusters Score -27710.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -27710.078125 Penalty: 2009.177612
	Iteration 31F: 3 clusters Score -27710.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 86760 members 
Mstep: Class 3 contains 5958 members 
Mstep: Class 4 contains 20386 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 722 members 
Mstep: Class 7 contains 104491 members 
Mstep: Class 8 contains 229 members 
Mstep: Class 9 contains 326 members 
Mstep: Class 10 contains 192900 members 
Mstep: Class 11 contains 43837 members 
Mstep: Class 12 contains 30107 members 
Mstep: Class 13 contains 44589 members 
Mstep: Class 14 contains 33847 members 
Mstep: Class 15 contains 4521 members 
Mstep: Class 16 contains 112515 members 
Mstep: Class 17 contains 10463 members 
Mstep: Class 18 contains 8315 members 
Mstep: Class 19 contains 23496 members 
Mstep: Class 20 contains 1477 members 
Mstep: Class 21 contains 31570 members 
Mstep: Class 22 contains 133930 members 
Mstep: Class 23 contains 90540 members 
Mstep: Class 24 contains 12942 members 
Mstep: Class 25 contains 615 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 515 members 
Mstep: Class 28 contains 13002 members 
Mstep: Class 29 contains 104320 members 
Mstep: Class 30 contains 3756 members 
Mstep: Class 31 contains 7296 members 
Mstep: Class 32 contains 7121 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 92099 members 
Mstep: Class 35 contains 93152 members 
Mstep: Class 36 contains 120667 members 
Mstep: Class 37 contains 6930 members 
Mstep: Class 38 contains 80571 members 
Mstep: Class 39 contains 338 members 
Mstep: Class 40 contains 891 members 
Mstep: Class 41 contains 487 members 
Mstep: Class 42 contains 135360 members 
Mstep: Class 43 contains 1013 members 
Mstep: Class 44 contains 57516 members 
Mstep: Class 45 contains 401 members 
Mstep: Class 46 contains 255 members 
Entering Unmasked Estep 
Score: -194622864.000000 Penalty: 107337.335938
Splitting cluster 8 changes total score from -194622416.000000 to -194622864.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 9 (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: -15990.852539 Penalty: 940.370789
	Iteration 0F: 2 clusters Score -15990.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -15234.703125 Penalty: 1880.741577
	Iteration 0F: 3 clusters Score -15234.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15524.187500 Penalty: 1880.741577
	Iteration 1F: 3 clusters Score -15524.19 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -15713.348633 Penalty: 1880.741577
	Iteration 2F: 3 clusters Score -15713.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -15762.649414 Penalty: 1880.741577
	Iteration 3Q: 3 clusters Score -15762.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -15793.770508 Penalty: 1880.741577
	Iteration 4Q: 3 clusters Score -15793.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -15843.500000 Penalty: 1880.741577
	Iteration 5Q: 3 clusters Score -15843.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -15881.819336 Penalty: 1880.741577
	Iteration 6Q: 3 clusters Score -15881.82 nChanged 6
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: -15890.373047 Penalty: 1880.741577
	Iteration 7Q: 3 clusters Score -15890.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -15894.480469 Penalty: 1880.741577
	Iteration 8Q: 3 clusters Score -15894.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -15912.828125 Penalty: 1880.741577
	Iteration 9Q: 3 clusters Score -15912.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -15913.650391 Penalty: 1880.741577
	Iteration 10Q: 3 clusters Score -15913.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -15913.650391 Penalty: 1880.741577
	Iteration 11F: 3 clusters Score -15913.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (192900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192900 members 
Entering Unmasked Estep 
Score: -22122094.000000 Penalty: 1977.613281
	Iteration 0F: 2 clusters Score -2.212209e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96348 members 
Mstep: Class 2 contains 96552 members 
Entering Unmasked Estep 
Score: -22014014.000000 Penalty: 3955.226562
	Iteration 0F: 3 clusters Score -2.201401e+07 nChanged 93367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94205 members 
Mstep: Class 2 contains 98695 members 
Entering Unmasked Estep 
Score: -22068914.000000 Penalty: 3955.226562
	Iteration 1F: 3 clusters Score -2.206891e+07 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93418 members 
Mstep: Class 2 contains 99482 members 
Entering Unmasked Estep 
Score: -22069460.000000 Penalty: 3955.226562
	Iteration 2Q: 3 clusters Score -2.206946e+07 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92104 members 
Mstep: Class 2 contains 100796 members 
Entering Unmasked Estep 
Score: -22070162.000000 Penalty: 3955.226562
	Iteration 3Q: 3 clusters Score -2.207016e+07 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90115 members 
Mstep: Class 2 contains 102785 members 
Entering Unmasked Estep 
Score: -22071436.000000 Penalty: 3955.226562
	Iteration 4Q: 3 clusters Score -2.207144e+07 nChanged 7095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87338 members 
Mstep: Class 2 contains 105562 members 
Entering Unmasked Estep 
Score: -22073482.000000 Penalty: 3955.226562
	Iteration 5Q: 3 clusters Score -2.207348e+07 nChanged 8898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83856 members 
Mstep: Class 2 contains 109044 members 
Entering Unmasked Estep 
Score: -22077094.000000 Penalty: 3955.226562
	Iteration 6Q: 3 clusters Score -2.207709e+07 nChanged 11077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80263 members 
Mstep: Class 2 contains 112637 members 
Entering Unmasked Estep 
Score: -22083456.000000 Penalty: 3955.226562
	Iteration 7F: 3 clusters Score -2.208346e+07 nChanged 13308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77785 members 
Mstep: Class 2 contains 115115 members 
Entering Unmasked Estep 
Score: -22093064.000000 Penalty: 3955.226562
	Iteration 8F: 3 clusters Score -2.209306e+07 nChanged 13924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78049 members 
Mstep: Class 2 contains 114851 members 
Entering Unmasked Estep 
Score: -22102094.000000 Penalty: 3955.226562
	Iteration 9F: 3 clusters Score -2.210209e+07 nChanged 11292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80667 members 
Mstep: Class 2 contains 112233 members 
Entering Unmasked Estep 
Score: -22106030.000000 Penalty: 3955.226562
	Iteration 10F: 3 clusters Score -2.210603e+07 nChanged 6730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84089 members 
Mstep: Class 2 contains 108811 members 
Entering Unmasked Estep 
Score: -22107064.000000 Penalty: 3955.226562
	Iteration 11Q: 3 clusters Score -2.210706e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87650 members 
Mstep: Class 2 contains 105250 members 
Entering Unmasked Estep 
Score: -22107556.000000 Penalty: 3955.226562
	Iteration 12Q: 3 clusters Score -2.210756e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91222 members 
Mstep: Class 2 contains 101678 members 
Entering Unmasked Estep 
Score: -22108034.000000 Penalty: 3955.226562
	Iteration 13Q: 3 clusters Score -2.210803e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94438 members 
Mstep: Class 2 contains 98462 members 
Entering Unmasked Estep 
Score: -22108702.000000 Penalty: 3955.226562
	Iteration 14Q: 3 clusters Score -2.21087e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97133 members 
Mstep: Class 2 contains 95767 members 
Entering Unmasked Estep 
Score: -22109206.000000 Penalty: 3955.226562
	Iteration 15Q: 3 clusters Score -2.210921e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99521 members 
Mstep: Class 2 contains 93379 members 
Entering Unmasked Estep 
Score: -22109522.000000 Penalty: 3955.226562
	Iteration 16Q: 3 clusters Score -2.210952e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101542 members 
Mstep: Class 2 contains 91358 members 
Entering Unmasked Estep 
Score: -22109816.000000 Penalty: 3955.226562
	Iteration 17Q: 3 clusters Score -2.210982e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103194 members 
Mstep: Class 2 contains 89706 members 
Entering Unmasked Estep 
Score: -22110054.000000 Penalty: 3955.226562
	Iteration 18Q: 3 clusters Score -2.211005e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104593 members 
Mstep: Class 2 contains 88307 members 
Entering Unmasked Estep 
Score: -22110260.000000 Penalty: 3955.226562
	Iteration 19Q: 3 clusters Score -2.211026e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105611 members 
Mstep: Class 2 contains 87289 members 
Entering Unmasked Estep 
Score: -22110518.000000 Penalty: 3955.226562
	Iteration 20F: 3 clusters Score -2.211052e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106465 members 
Mstep: Class 2 contains 86435 members 
Entering Unmasked Estep 
Score: -22110656.000000 Penalty: 3955.226562
	Iteration 21Q: 3 clusters Score -2.211066e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107129 members 
Mstep: Class 2 contains 85771 members 
Entering Unmasked Estep 
Score: -22110852.000000 Penalty: 3955.226562
	Iteration 22Q: 3 clusters Score -2.211085e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107615 members 
Mstep: Class 2 contains 85285 members 
Entering Unmasked Estep 
Score: -22111004.000000 Penalty: 3955.226562
	Iteration 23Q: 3 clusters Score -2.2111e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107944 members 
Mstep: Class 2 contains 84956 members 
Entering Unmasked Estep 
Score: -22111070.000000 Penalty: 3955.226562
	Iteration 24Q: 3 clusters Score -2.211107e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108152 members 
Mstep: Class 2 contains 84748 members 
Entering Unmasked Estep 
Score: -22111224.000000 Penalty: 3955.226562
	Iteration 25Q: 3 clusters Score -2.211122e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108337 members 
Mstep: Class 2 contains 84563 members 
Entering Unmasked Estep 
Score: -22111292.000000 Penalty: 3955.226562
	Iteration 26Q: 3 clusters Score -2.211129e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108424 members 
Mstep: Class 2 contains 84476 members 
Entering Unmasked Estep 
Score: -22111304.000000 Penalty: 3955.226562
	Iteration 27Q: 3 clusters Score -2.21113e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108469 members 
Mstep: Class 2 contains 84431 members 
Entering Unmasked Estep 
Score: -22111432.000000 Penalty: 3955.226562
	Iteration 28Q: 3 clusters Score -2.211143e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108413 members 
Mstep: Class 2 contains 84487 members 
Entering Unmasked Estep 
Score: -22111460.000000 Penalty: 3955.226562
	Iteration 29Q: 3 clusters Score -2.211146e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108314 members 
Mstep: Class 2 contains 84586 members 
Entering Unmasked Estep 
Score: -22111508.000000 Penalty: 3955.226562
	Iteration 30Q: 3 clusters Score -2.211151e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108133 members 
Mstep: Class 2 contains 84767 members 
Entering Unmasked Estep 
Score: -22111580.000000 Penalty: 3955.226562
	Iteration 31Q: 3 clusters Score -2.211158e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107919 members 
Mstep: Class 2 contains 84981 members 
Entering Unmasked Estep 
Score: -22111476.000000 Penalty: 3955.226562
	Iteration 32Q: 3 clusters Score -2.211148e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107654 members 
Mstep: Class 2 contains 85246 members 
Entering Unmasked Estep 
Score: -22111492.000000 Penalty: 3955.226562
	Iteration 33Q: 3 clusters Score -2.211149e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107427 members 
Mstep: Class 2 contains 85473 members 
Entering Unmasked Estep 
Score: -22111522.000000 Penalty: 3955.226562
	Iteration 34Q: 3 clusters Score -2.211152e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107253 members 
Mstep: Class 2 contains 85647 members 
Entering Unmasked Estep 
Score: -22111590.000000 Penalty: 3955.226562
	Iteration 35Q: 3 clusters Score -2.211159e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107047 members 
Mstep: Class 2 contains 85853 members 
Entering Unmasked Estep 
Score: -22111548.000000 Penalty: 3955.226562
	Iteration 36Q: 3 clusters Score -2.211155e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106887 members 
Mstep: Class 2 contains 86013 members 
Entering Unmasked Estep 
Score: -22111508.000000 Penalty: 3955.226562
	Iteration 37Q: 3 clusters Score -2.211151e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106717 members 
Mstep: Class 2 contains 86183 members 
Entering Unmasked Estep 
Score: -22111580.000000 Penalty: 3955.226562
	Iteration 38Q: 3 clusters Score -2.211158e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106568 members 
Mstep: Class 2 contains 86332 members 
Entering Unmasked Estep 
Score: -22111582.000000 Penalty: 3955.226562
	Iteration 39Q: 3 clusters Score -2.211158e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106397 members 
Mstep: Class 2 contains 86503 members 
Entering Unmasked Estep 
Score: -22111652.000000 Penalty: 3955.226562
	Iteration 40F: 3 clusters Score -2.211165e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106187 members 
Mstep: Class 2 contains 86713 members 
Entering Unmasked Estep 
Score: -22111648.000000 Penalty: 3955.226562
	Iteration 41Q: 3 clusters Score -2.211165e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105993 members 
Mstep: Class 2 contains 86907 members 
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Mstep: Class 2 contains 87104 members 
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Mstep: Class 2 contains 87273 members 
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Mstep: Class 2 contains 87395 members 
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Mstep: Class 2 contains 87459 members 
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Mstep: Class 2 contains 87507 members 
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Mstep: Class 2 contains 87562 members 
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Mstep: Class 2 contains 87596 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 87630 members 
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	Iteration 51Q: 3 clusters Score -2.211186e+07 nChanged 549
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Mstep: Class 2 contains 87661 members 
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Mstep: Class 2 contains 87669 members 
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Mstep: Class 2 contains 87665 members 
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Mstep: Class 2 contains 87702 members 
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Mstep: Class 2 contains 87766 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 87865 members 
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Mstep: Class 2 contains 87964 members 
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Mstep: Class 2 contains 88077 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2.211191e+07 nChanged 385
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Mstep: Class 2 contains 88188 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2.211188e+07 nChanged 368
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Mstep: Class 2 contains 88278 members 
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	Iteration 61Q: 3 clusters Score -2.211188e+07 nChanged 335
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Mstep: Class 2 contains 88321 members 
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Mstep: Class 2 contains 88364 members 
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Mstep: Class 2 contains 88495 members 
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Mstep: Class 2 contains 88552 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 88592 members 
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	Iteration 67Q: 3 clusters Score -2.211188e+07 nChanged 322
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Mstep: Class 2 contains 88646 members 
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Mstep: Class 2 contains 88713 members 
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Mstep: Class 2 contains 88769 members 
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Mstep: Class 2 contains 88800 members 
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Mstep: Class 2 contains 88812 members 
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	Iteration 72Q: 3 clusters Score -2.211189e+07 nChanged 275
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Mstep: Class 2 contains 88843 members 
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Mstep: Class 2 contains 88903 members 
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Entering Unmasked Mstep 
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Entering Unmasked Mstep 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 89170 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2.211192e+07 nChanged 223
Entering Unmasked Mstep 
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Mstep: Class 2 contains 89215 members 
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	Iteration 79Q: 3 clusters Score -2.21119e+07 nChanged 201
Entering Unmasked Mstep 
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Mstep: Class 2 contains 89252 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2.211191e+07 nChanged 191
Entering Unmasked Mstep 
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Mstep: Class 2 contains 89275 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2.211193e+07 nChanged 176
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Mstep: Class 2 contains 89275 members 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 89278 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2.211191e+07 nChanged 194
Entering Unmasked Mstep 
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Entering Unmasked Mstep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 89342 members 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 89369 members 
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Mstep: Class 2 contains 89391 members 
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	Iteration 91Q: 3 clusters Score -2.211196e+07 nChanged 114
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	Iteration 93Q: 3 clusters Score -2.211195e+07 nChanged 102
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Entering Unmasked Mstep 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2.211187e+07 nChanged 88
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2.211185e+07 nChanged 80
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 89452 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 89479 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 89502 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2.211177e+07 nChanged 83
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2.211178e+07 nChanged 96
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2.211178e+07 nChanged 115
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2.211179e+07 nChanged 124
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	Iteration 114Q: 3 clusters Score -2.211182e+07 nChanged 114
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2.211177e+07 nChanged 69
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2.211175e+07 nChanged 77
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2.211174e+07 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 2 contains 89672 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -2.211174e+07 nChanged 47
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Mstep: Class 2 contains 89693 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2.211175e+07 nChanged 55
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2.211174e+07 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 2 contains 89714 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2.211175e+07 nChanged 60
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2.211178e+07 nChanged 55
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2.211176e+07 nChanged 47
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2.211178e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103144 members 
Mstep: Class 2 contains 89756 members 
Entering Unmasked Estep 
Score: -22111750.000000 Penalty: 3955.226562
	Iteration 130Q: 3 clusters Score -2.211175e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103140 members 
Mstep: Class 2 contains 89760 members 
Entering Unmasked Estep 
Score: -22111752.000000 Penalty: 3955.226562
	Iteration 131Q: 3 clusters Score -2.211175e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103146 members 
Mstep: Class 2 contains 89754 members 
Entering Unmasked Estep 
Score: -22111750.000000 Penalty: 3955.226562
	Iteration 132Q: 3 clusters Score -2.211175e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103146 members 
Mstep: Class 2 contains 89754 members 
Entering Unmasked Estep 
Score: -22111768.000000 Penalty: 3955.226562
	Iteration 133Q: 3 clusters Score -2.211177e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103148 members 
Mstep: Class 2 contains 89752 members 
Entering Unmasked Estep 
Score: -22111740.000000 Penalty: 3955.226562
	Iteration 134Q: 3 clusters Score -2.211174e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103146 members 
Mstep: Class 2 contains 89754 members 
Entering Unmasked Estep 
Score: -22111756.000000 Penalty: 3955.226562
	Iteration 135Q: 3 clusters Score -2.211176e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103148 members 
Mstep: Class 2 contains 89752 members 
Entering Unmasked Estep 
Score: -22111768.000000 Penalty: 3955.226562
	Iteration 136Q: 3 clusters Score -2.211177e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103141 members 
Mstep: Class 2 contains 89759 members 
Entering Unmasked Estep 
Score: -22111798.000000 Penalty: 3955.226562
	Iteration 137Q: 3 clusters Score -2.21118e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103138 members 
Mstep: Class 2 contains 89762 members 
Entering Unmasked Estep 
Score: -22111738.000000 Penalty: 3955.226562
	Iteration 138Q: 3 clusters Score -2.211174e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103146 members 
Mstep: Class 2 contains 89754 members 
Entering Unmasked Estep 
Score: -22111736.000000 Penalty: 3955.226562
	Iteration 139Q: 3 clusters Score -2.211174e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103155 members 
Mstep: Class 2 contains 89745 members 
Entering Unmasked Estep 
Score: -22111738.000000 Penalty: 3955.226562
	Iteration 140F: 3 clusters Score -2.211174e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103157 members 
Mstep: Class 2 contains 89743 members 
Entering Unmasked Estep 
Score: -22111742.000000 Penalty: 3955.226562
	Iteration 141Q: 3 clusters Score -2.211174e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103158 members 
Mstep: Class 2 contains 89742 members 
Entering Unmasked Estep 
Score: -22111746.000000 Penalty: 3955.226562
	Iteration 142Q: 3 clusters Score -2.211175e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103157 members 
Mstep: Class 2 contains 89743 members 
Entering Unmasked Estep 
Score: -22111758.000000 Penalty: 3955.226562
	Iteration 143Q: 3 clusters Score -2.211176e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103154 members 
Mstep: Class 2 contains 89746 members 
Entering Unmasked Estep 
Score: -22111742.000000 Penalty: 3955.226562
	Iteration 144Q: 3 clusters Score -2.211174e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103156 members 
Mstep: Class 2 contains 89744 members 
Entering Unmasked Estep 
Score: -22111760.000000 Penalty: 3955.226562
	Iteration 145Q: 3 clusters Score -2.211176e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103160 members 
Mstep: Class 2 contains 89740 members 
Entering Unmasked Estep 
Score: -22111758.000000 Penalty: 3955.226562
	Iteration 146Q: 3 clusters Score -2.211176e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103162 members 
Mstep: Class 2 contains 89738 members 
Entering Unmasked Estep 
Score: -22111776.000000 Penalty: 3955.226562
	Iteration 147Q: 3 clusters Score -2.211178e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103155 members 
Mstep: Class 2 contains 89745 members 
Entering Unmasked Estep 
Score: -22111770.000000 Penalty: 3955.226562
	Iteration 148Q: 3 clusters Score -2.211177e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103154 members 
Mstep: Class 2 contains 89746 members 
Entering Unmasked Estep 
Score: -22111766.000000 Penalty: 3955.226562
	Iteration 149Q: 3 clusters Score -2.211177e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103156 members 
Mstep: Class 2 contains 89744 members 
Entering Unmasked Estep 
Score: -22111762.000000 Penalty: 3955.226562
	Iteration 150Q: 3 clusters Score -2.211176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103159 members 
Mstep: Class 2 contains 89741 members 
Entering Unmasked Estep 
Score: -22111760.000000 Penalty: 3955.226562
	Iteration 151Q: 3 clusters Score -2.211176e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103160 members 
Mstep: Class 2 contains 89740 members 
Entering Unmasked Estep 
Score: -22111768.000000 Penalty: 3955.226562
	Iteration 152Q: 3 clusters Score -2.211177e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103161 members 
Mstep: Class 2 contains 89739 members 
Entering Unmasked Estep 
Score: -22111766.000000 Penalty: 3955.226562
	Iteration 153Q: 3 clusters Score -2.211177e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103165 members 
Mstep: Class 2 contains 89735 members 
Entering Unmasked Estep 
Score: -22111742.000000 Penalty: 3955.226562
	Iteration 154Q: 3 clusters Score -2.211174e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103169 members 
Mstep: Class 2 contains 89731 members 
Entering Unmasked Estep 
Score: -22111748.000000 Penalty: 3955.226562
	Iteration 155Q: 3 clusters Score -2.211175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103172 members 
Mstep: Class 2 contains 89728 members 
Entering Unmasked Estep 
Score: -22111748.000000 Penalty: 3955.226562
	Iteration 156Q: 3 clusters Score -2.211175e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103173 members 
Mstep: Class 2 contains 89727 members 
Entering Unmasked Estep 
Score: -22111756.000000 Penalty: 3955.226562
	Iteration 157Q: 3 clusters Score -2.211176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103173 members 
Mstep: Class 2 contains 89727 members 
Entering Unmasked Estep 
Score: -22111750.000000 Penalty: 3955.226562
	Iteration 158Q: 3 clusters Score -2.211175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103171 members 
Mstep: Class 2 contains 89729 members 
Entering Unmasked Estep 
Score: -22111750.000000 Penalty: 3955.226562
	Iteration 159Q: 3 clusters Score -2.211175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103169 members 
Mstep: Class 2 contains 89731 members 
Entering Unmasked Estep 
Score: -22111742.000000 Penalty: 3955.226562
	Iteration 160F: 3 clusters Score -2.211174e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103168 members 
Mstep: Class 2 contains 89732 members 
Entering Unmasked Estep 
Score: -22111742.000000 Penalty: 3955.226562
	Iteration 161Q: 3 clusters Score -2.211174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103171 members 
Mstep: Class 2 contains 89729 members 
Entering Unmasked Estep 
Score: -22111744.000000 Penalty: 3955.226562
	Iteration 162Q: 3 clusters Score -2.211174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103174 members 
Mstep: Class 2 contains 89726 members 
Entering Unmasked Estep 
Score: -22111744.000000 Penalty: 3955.226562
	Iteration 163Q: 3 clusters Score -2.211174e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103175 members 
Mstep: Class 2 contains 89725 members 
Entering Unmasked Estep 
Score: -22111744.000000 Penalty: 3955.226562
	Iteration 164Q: 3 clusters Score -2.211174e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103177 members 
Mstep: Class 2 contains 89723 members 
Entering Unmasked Estep 
Score: -22111748.000000 Penalty: 3955.226562
	Iteration 165Q: 3 clusters Score -2.211175e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103180 members 
Mstep: Class 2 contains 89720 members 
Entering Unmasked Estep 
Score: -22111754.000000 Penalty: 3955.226562
	Iteration 166Q: 3 clusters Score -2.211175e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103182 members 
Mstep: Class 2 contains 89718 members 
Entering Unmasked Estep 
Score: -22111746.000000 Penalty: 3955.226562
	Iteration 167Q: 3 clusters Score -2.211175e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103182 members 
Mstep: Class 2 contains 89718 members 
Entering Unmasked Estep 
Score: -22111750.000000 Penalty: 3955.226562
	Iteration 168Q: 3 clusters Score -2.211175e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103177 members 
Mstep: Class 2 contains 89723 members 
Entering Unmasked Estep 
Score: -22111740.000000 Penalty: 3955.226562
	Iteration 169Q: 3 clusters Score -2.211174e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103177 members 
Mstep: Class 2 contains 89723 members 
Entering Unmasked Estep 
Score: -22111746.000000 Penalty: 3955.226562
	Iteration 170Q: 3 clusters Score -2.211175e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103177 members 
Mstep: Class 2 contains 89723 members 
Entering Unmasked Estep 
Score: -22111748.000000 Penalty: 3955.226562
	Iteration 171Q: 3 clusters Score -2.211175e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103182 members 
Mstep: Class 2 contains 89718 members 
Entering Unmasked Estep 
Score: -22111742.000000 Penalty: 3955.226562
	Iteration 172Q: 3 clusters Score -2.211174e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103187 members 
Mstep: Class 2 contains 89713 members 
Entering Unmasked Estep 
Score: -22111748.000000 Penalty: 3955.226562
	Iteration 173Q: 3 clusters Score -2.211175e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103191 members 
Mstep: Class 2 contains 89709 members 
Entering Unmasked Estep 
Score: -22111756.000000 Penalty: 3955.226562
	Iteration 174Q: 3 clusters Score -2.211176e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103196 members 
Mstep: Class 2 contains 89704 members 
Entering Unmasked Estep 
Score: -22111756.000000 Penalty: 3955.226562
	Iteration 175Q: 3 clusters Score -2.211176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103194 members 
Mstep: Class 2 contains 89706 members 
Entering Unmasked Estep 
Score: -22111754.000000 Penalty: 3955.226562
	Iteration 176Q: 3 clusters Score -2.211175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103195 members 
Mstep: Class 2 contains 89705 members 
Entering Unmasked Estep 
Score: -22111752.000000 Penalty: 3955.226562
	Iteration 177Q: 3 clusters Score -2.211175e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103197 members 
Mstep: Class 2 contains 89703 members 
Entering Unmasked Estep 
Score: -22111764.000000 Penalty: 3955.226562
	Iteration 178Q: 3 clusters Score -2.211176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103199 members 
Mstep: Class 2 contains 89701 members 
Entering Unmasked Estep 
Score: -22111774.000000 Penalty: 3955.226562
	Iteration 179Q: 3 clusters Score -2.211177e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103200 members 
Mstep: Class 2 contains 89700 members 
Entering Unmasked Estep 
Score: -22111778.000000 Penalty: 3955.226562
	Iteration 180F: 3 clusters Score -2.211178e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103203 members 
Mstep: Class 2 contains 89697 members 
Entering Unmasked Estep 
Score: -22111782.000000 Penalty: 3955.226562
	Iteration 181Q: 3 clusters Score -2.211178e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103206 members 
Mstep: Class 2 contains 89694 members 
Entering Unmasked Estep 
Score: -22111772.000000 Penalty: 3955.226562
	Iteration 182Q: 3 clusters Score -2.211177e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103207 members 
Mstep: Class 2 contains 89693 members 
Entering Unmasked Estep 
Score: -22111776.000000 Penalty: 3955.226562
	Iteration 183Q: 3 clusters Score -2.211178e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103208 members 
Mstep: Class 2 contains 89692 members 
Entering Unmasked Estep 
Score: -22111768.000000 Penalty: 3955.226562
	Iteration 184Q: 3 clusters Score -2.211177e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103209 members 
Mstep: Class 2 contains 89691 members 
Entering Unmasked Estep 
Score: -22111776.000000 Penalty: 3955.226562
	Iteration 185Q: 3 clusters Score -2.211178e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103210 members 
Mstep: Class 2 contains 89690 members 
Entering Unmasked Estep 
Score: -22111784.000000 Penalty: 3955.226562
	Iteration 186Q: 3 clusters Score -2.211178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103212 members 
Mstep: Class 2 contains 89688 members 
Entering Unmasked Estep 
Score: -22111782.000000 Penalty: 3955.226562
	Iteration 187Q: 3 clusters Score -2.211178e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103212 members 
Mstep: Class 2 contains 89688 members 
Entering Unmasked Estep 
Score: -22111782.000000 Penalty: 3955.226562
	Iteration 188F: 3 clusters Score -2.211178e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (43837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43837 members 
Entering Unmasked Estep 
Score: -5111064.500000 Penalty: 1736.837891
	Iteration 0F: 2 clusters Score -5111064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -5081775.000000 Penalty: 3473.675781
	Iteration 0F: 3 clusters Score -5081775 nChanged 20368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -5093139.000000 Penalty: 3473.675781
	Iteration 1F: 3 clusters Score -5093139 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -5093695.500000 Penalty: 3473.675781
	Iteration 2Q: 3 clusters Score -5093696 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -5094358.000000 Penalty: 3473.675781
	Iteration 3Q: 3 clusters Score -5094358 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -5095339.500000 Penalty: 3473.675781
	Iteration 4Q: 3 clusters Score -5095340 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29843 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -5096845.500000 Penalty: 3473.675781
	Iteration 5F: 3 clusters Score -5096846 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32896 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -5099325.500000 Penalty: 3473.675781
	Iteration 6F: 3 clusters Score -5099326 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -5102451.000000 Penalty: 3473.675781
	Iteration 7F: 3 clusters Score -5102451 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39302 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -5105450.000000 Penalty: 3473.675781
	Iteration 8F: 3 clusters Score -5105450 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41424 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -5107482.000000 Penalty: 3473.675781
	Iteration 9Q: 3 clusters Score -5107482 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42613 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -5108562.000000 Penalty: 3473.675781
	Iteration 10Q: 3 clusters Score -5108562 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43174 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -5109049.000000 Penalty: 3473.675781
	Iteration 11Q: 3 clusters Score -5109049 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5109290.500000 Penalty: 3473.675781
	Iteration 12Q: 3 clusters Score -5109290 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43511 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -5109397.000000 Penalty: 3473.675781
	Iteration 13Q: 3 clusters Score -5109397 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43562 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -5109468.500000 Penalty: 3473.675781
	Iteration 14Q: 3 clusters Score -5109468 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43595 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -5109503.500000 Penalty: 3473.675781
	Iteration 15Q: 3 clusters Score -5109504 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43608 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5109538.000000 Penalty: 3473.675781
	Iteration 16Q: 3 clusters Score -5109538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43612 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -5109558.000000 Penalty: 3473.675781
	Iteration 17Q: 3 clusters Score -5109558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43615 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -5109559.000000 Penalty: 3473.675781
	Iteration 18Q: 3 clusters Score -5109559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43618 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -5109560.500000 Penalty: 3473.675781
	Iteration 19Q: 3 clusters Score -5109560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43618 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -5109561.500000 Penalty: 3473.675781
	Iteration 20F: 3 clusters Score -5109562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43620 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -5109566.500000 Penalty: 3473.675781
	Iteration 21Q: 3 clusters Score -5109566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43619 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -5109570.000000 Penalty: 3473.675781
	Iteration 22Q: 3 clusters Score -5109570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43619 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -5109570.000000 Penalty: 3473.675781
	Iteration 23F: 3 clusters Score -5109570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30107 members 
Entering Unmasked Estep 
Score: -3307659.000000 Penalty: 1675.783447
	Iteration 0F: 2 clusters Score -3307659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -3287362.750000 Penalty: 3351.566895
	Iteration 0F: 3 clusters Score -3287363 nChanged 13815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -3295166.250000 Penalty: 3351.566895
	Iteration 1F: 3 clusters Score -3295166 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -3295723.750000 Penalty: 3351.566895
	Iteration 2Q: 3 clusters Score -3295724 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -3296449.750000 Penalty: 3351.566895
	Iteration 3F: 3 clusters Score -3296450 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -3297403.750000 Penalty: 3351.566895
	Iteration 4F: 3 clusters Score -3297404 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -3298573.750000 Penalty: 3351.566895
	Iteration 5F: 3 clusters Score -3298574 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -3299907.250000 Penalty: 3351.566895
	Iteration 6F: 3 clusters Score -3299907 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -3301077.500000 Penalty: 3351.566895
	Iteration 7F: 3 clusters Score -3301078 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 22275 members 
Entering Unmasked Estep 
Score: -3302098.750000 Penalty: 3351.566895
	Iteration 8F: 3 clusters Score -3302099 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -3302925.750000 Penalty: 3351.566895
	Iteration 9Q: 3 clusters Score -3302926 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -3303568.750000 Penalty: 3351.566895
	Iteration 10Q: 3 clusters Score -3303569 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -3304101.500000 Penalty: 3351.566895
	Iteration 11Q: 3 clusters Score -3304102 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -3304465.750000 Penalty: 3351.566895
	Iteration 12Q: 3 clusters Score -3304466 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -3304687.750000 Penalty: 3351.566895
	Iteration 13Q: 3 clusters Score -3304688 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -3304808.500000 Penalty: 3351.566895
	Iteration 14Q: 3 clusters Score -3304808 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -3304937.500000 Penalty: 3351.566895
	Iteration 15Q: 3 clusters Score -3304938 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -3305028.500000 Penalty: 3351.566895
	Iteration 16Q: 3 clusters Score -3305028 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -3305065.500000 Penalty: 3351.566895
	Iteration 17Q: 3 clusters Score -3305066 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 25514 members 
Entering Unmasked Estep 
Score: -3305139.750000 Penalty: 3351.566895
	Iteration 18Q: 3 clusters Score -3305140 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 25705 members 
Entering Unmasked Estep 
Score: -3305188.500000 Penalty: 3351.566895
	Iteration 19Q: 3 clusters Score -3305188 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
Score: -3305241.000000 Penalty: 3351.566895
	Iteration 20F: 3 clusters Score -3305241 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -3305300.750000 Penalty: 3351.566895
	Iteration 21Q: 3 clusters Score -3305301 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -3305360.750000 Penalty: 3351.566895
	Iteration 22Q: 3 clusters Score -3305361 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -3305408.000000 Penalty: 3351.566895
	Iteration 23Q: 3 clusters Score -3305408 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 26607 members 
Entering Unmasked Estep 
Score: -3305449.250000 Penalty: 3351.566895
	Iteration 24Q: 3 clusters Score -3305449 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -3305505.500000 Penalty: 3351.566895
	Iteration 25Q: 3 clusters Score -3305506 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -3305565.250000 Penalty: 3351.566895
	Iteration 26Q: 3 clusters Score -3305565 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
Score: -3305610.500000 Penalty: 3351.566895
	Iteration 27Q: 3 clusters Score -3305610 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 27228 members 
Entering Unmasked Estep 
Score: -3305657.500000 Penalty: 3351.566895
	Iteration 28Q: 3 clusters Score -3305658 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -3305687.500000 Penalty: 3351.566895
	Iteration 29Q: 3 clusters Score -3305688 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 27469 members 
Entering Unmasked Estep 
Score: -3305719.000000 Penalty: 3351.566895
	Iteration 30Q: 3 clusters Score -3305719 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -3305747.750000 Penalty: 3351.566895
	Iteration 31Q: 3 clusters Score -3305748 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 27721 members 
Entering Unmasked Estep 
Score: -3305795.000000 Penalty: 3351.566895
	Iteration 32Q: 3 clusters Score -3305795 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -3305834.750000 Penalty: 3351.566895
	Iteration 33Q: 3 clusters Score -3305835 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 27946 members 
Entering Unmasked Estep 
Score: -3305850.500000 Penalty: 3351.566895
	Iteration 34Q: 3 clusters Score -3305850 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 28033 members 
Entering Unmasked Estep 
Score: -3305874.500000 Penalty: 3351.566895
	Iteration 35Q: 3 clusters Score -3305874 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -3305902.750000 Penalty: 3351.566895
	Iteration 36Q: 3 clusters Score -3305903 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -3305915.000000 Penalty: 3351.566895
	Iteration 37Q: 3 clusters Score -3305915 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -3305941.250000 Penalty: 3351.566895
	Iteration 38Q: 3 clusters Score -3305941 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -3305958.000000 Penalty: 3351.566895
	Iteration 39Q: 3 clusters Score -3305958 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -3306000.250000 Penalty: 3351.566895
	Iteration 40F: 3 clusters Score -3306000 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -3306025.500000 Penalty: 3351.566895
	Iteration 41Q: 3 clusters Score -3306026 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 28614 members 
Entering Unmasked Estep 
Score: -3306068.500000 Penalty: 3351.566895
	Iteration 42Q: 3 clusters Score -3306068 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -3306096.500000 Penalty: 3351.566895
	Iteration 43Q: 3 clusters Score -3306096 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 28746 members 
Entering Unmasked Estep 
Score: -3306118.500000 Penalty: 3351.566895
	Iteration 44Q: 3 clusters Score -3306118 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -3306138.250000 Penalty: 3351.566895
	Iteration 45Q: 3 clusters Score -3306138 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
Score: -3306149.500000 Penalty: 3351.566895
	Iteration 46Q: 3 clusters Score -3306150 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -3306161.000000 Penalty: 3351.566895
	Iteration 47Q: 3 clusters Score -3306161 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -3306171.000000 Penalty: 3351.566895
	Iteration 48Q: 3 clusters Score -3306171 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 28945 members 
Entering Unmasked Estep 
Score: -3306168.500000 Penalty: 3351.566895
	Iteration 49Q: 3 clusters Score -3306168 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -3306178.750000 Penalty: 3351.566895
	Iteration 50Q: 3 clusters Score -3306179 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 28995 members 
Entering Unmasked Estep 
Score: -3306187.750000 Penalty: 3351.566895
	Iteration 51Q: 3 clusters Score -3306188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -3306188.750000 Penalty: 3351.566895
	Iteration 52Q: 3 clusters Score -3306189 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 29023 members 
Entering Unmasked Estep 
Score: -3306193.500000 Penalty: 3351.566895
	Iteration 53Q: 3 clusters Score -3306194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 29039 members 
Entering Unmasked Estep 
Score: -3306188.000000 Penalty: 3351.566895
	Iteration 54Q: 3 clusters Score -3306188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 29054 members 
Entering Unmasked Estep 
Score: -3306192.000000 Penalty: 3351.566895
	Iteration 55Q: 3 clusters Score -3306192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 29068 members 
Entering Unmasked Estep 
Score: -3306199.750000 Penalty: 3351.566895
	Iteration 56Q: 3 clusters Score -3306200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 29081 members 
Entering Unmasked Estep 
Score: -3306209.750000 Penalty: 3351.566895
	Iteration 57Q: 3 clusters Score -3306210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 29094 members 
Entering Unmasked Estep 
Score: -3306209.750000 Penalty: 3351.566895
	Iteration 58Q: 3 clusters Score -3306210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 29099 members 
Entering Unmasked Estep 
Score: -3306210.500000 Penalty: 3351.566895
	Iteration 59Q: 3 clusters Score -3306210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -3306208.500000 Penalty: 3351.566895
	Iteration 60F: 3 clusters Score -3306208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -3306202.000000 Penalty: 3351.566895
	Iteration 61Q: 3 clusters Score -3306202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 29111 members 
Entering Unmasked Estep 
Score: -3306207.000000 Penalty: 3351.566895
	Iteration 62Q: 3 clusters Score -3306207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -3306208.500000 Penalty: 3351.566895
	Iteration 63Q: 3 clusters Score -3306208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -3306211.500000 Penalty: 3351.566895
	Iteration 64Q: 3 clusters Score -3306212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -3306211.500000 Penalty: 3351.566895
	Iteration 65F: 3 clusters Score -3306212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (44589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44589 members 
Entering Unmasked Estep 
Score: -4912021.000000 Penalty: 1739.601807
	Iteration 0F: 2 clusters Score -4912021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -4882123.000000 Penalty: 3479.203613
	Iteration 0F: 3 clusters Score -4882123 nChanged 20831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -4894067.500000 Penalty: 3479.203613
	Iteration 1F: 3 clusters Score -4894068 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -4894523.500000 Penalty: 3479.203613
	Iteration 2Q: 3 clusters Score -4894524 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -4895099.500000 Penalty: 3479.203613
	Iteration 3Q: 3 clusters Score -4895100 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -4895943.000000 Penalty: 3479.203613
	Iteration 4Q: 3 clusters Score -4895943 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -4897083.000000 Penalty: 3479.203613
	Iteration 5Q: 3 clusters Score -4897083 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -4898669.500000 Penalty: 3479.203613
	Iteration 6F: 3 clusters Score -4898670 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30338 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -4900602.500000 Penalty: 3479.203613
	Iteration 7F: 3 clusters Score -4900602 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -4902645.500000 Penalty: 3479.203613
	Iteration 8F: 3 clusters Score -4902646 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33423 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -4904358.500000 Penalty: 3479.203613
	Iteration 9F: 3 clusters Score -4904358 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34470 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -4905395.000000 Penalty: 3479.203613
	Iteration 10Q: 3 clusters Score -4905395 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35338 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -4905986.500000 Penalty: 3479.203613
	Iteration 11Q: 3 clusters Score -4905986 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -4906466.500000 Penalty: 3479.203613
	Iteration 12Q: 3 clusters Score -4906466 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36946 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -4906816.000000 Penalty: 3479.203613
	Iteration 13Q: 3 clusters Score -4906816 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -4907158.000000 Penalty: 3479.203613
	Iteration 14Q: 3 clusters Score -4907158 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38465 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -4907464.000000 Penalty: 3479.203613
	Iteration 15Q: 3 clusters Score -4907464 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39195 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -4907777.500000 Penalty: 3479.203613
	Iteration 16Q: 3 clusters Score -4907778 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39867 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -4908071.000000 Penalty: 3479.203613
	Iteration 17Q: 3 clusters Score -4908071 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40494 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -4908374.500000 Penalty: 3479.203613
	Iteration 18Q: 3 clusters Score -4908374 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41068 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -4908671.000000 Penalty: 3479.203613
	Iteration 19Q: 3 clusters Score -4908671 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41594 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -4908948.000000 Penalty: 3479.203613
	Iteration 20F: 3 clusters Score -4908948 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42062 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -4909206.000000 Penalty: 3479.203613
	Iteration 21Q: 3 clusters Score -4909206 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42493 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -4909436.000000 Penalty: 3479.203613
	Iteration 22Q: 3 clusters Score -4909436 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42855 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -4909646.500000 Penalty: 3479.203613
	Iteration 23Q: 3 clusters Score -4909646 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43159 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -4909822.500000 Penalty: 3479.203613
	Iteration 24Q: 3 clusters Score -4909822 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43407 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -4909959.000000 Penalty: 3479.203613
	Iteration 25Q: 3 clusters Score -4909959 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43593 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -4910090.500000 Penalty: 3479.203613
	Iteration 26Q: 3 clusters Score -4910090 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43745 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4910163.500000 Penalty: 3479.203613
	Iteration 27Q: 3 clusters Score -4910164 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43858 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -4910239.000000 Penalty: 3479.203613
	Iteration 28Q: 3 clusters Score -4910239 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43953 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4910293.500000 Penalty: 3479.203613
	Iteration 29Q: 3 clusters Score -4910294 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44032 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4910336.000000 Penalty: 3479.203613
	Iteration 30Q: 3 clusters Score -4910336 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44091 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4910378.500000 Penalty: 3479.203613
	Iteration 31Q: 3 clusters Score -4910378 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44133 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -4910412.000000 Penalty: 3479.203613
	Iteration 32Q: 3 clusters Score -4910412 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44167 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4910441.500000 Penalty: 3479.203613
	Iteration 33Q: 3 clusters Score -4910442 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44193 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -4910467.000000 Penalty: 3479.203613
	Iteration 34Q: 3 clusters Score -4910467 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44212 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4910486.000000 Penalty: 3479.203613
	Iteration 35Q: 3 clusters Score -4910486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44218 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4910496.000000 Penalty: 3479.203613
	Iteration 36Q: 3 clusters Score -4910496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44227 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4910494.500000 Penalty: 3479.203613
	Iteration 37Q: 3 clusters Score -4910494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44237 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4910510.000000 Penalty: 3479.203613
	Iteration 38Q: 3 clusters Score -4910510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44244 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4910512.500000 Penalty: 3479.203613
	Iteration 39Q: 3 clusters Score -4910512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44253 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4910521.500000 Penalty: 3479.203613
	Iteration 40F: 3 clusters Score -4910522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44260 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -4910531.000000 Penalty: 3479.203613
	Iteration 41Q: 3 clusters Score -4910531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44263 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4910532.000000 Penalty: 3479.203613
	Iteration 42Q: 3 clusters Score -4910532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44265 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4910535.500000 Penalty: 3479.203613
	Iteration 43Q: 3 clusters Score -4910536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44269 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4910538.000000 Penalty: 3479.203613
	Iteration 44Q: 3 clusters Score -4910538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44272 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4910536.000000 Penalty: 3479.203613
	Iteration 45Q: 3 clusters Score -4910536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44276 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4910541.000000 Penalty: 3479.203613
	Iteration 46Q: 3 clusters Score -4910541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44277 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4910544.500000 Penalty: 3479.203613
	Iteration 47Q: 3 clusters Score -4910544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44278 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4910550.500000 Penalty: 3479.203613
	Iteration 48Q: 3 clusters Score -4910550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44280 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4910551.500000 Penalty: 3479.203613
	Iteration 49Q: 3 clusters Score -4910552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44281 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4910552.500000 Penalty: 3479.203613
	Iteration 50Q: 3 clusters Score -4910552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44281 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4910554.500000 Penalty: 3479.203613
	Iteration 51Q: 3 clusters Score -4910554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44283 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4910557.000000 Penalty: 3479.203613
	Iteration 52Q: 3 clusters Score -4910557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44283 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4910557.000000 Penalty: 3479.203613
	Iteration 53F: 3 clusters Score -4910557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (33847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33847 members 
Entering Unmasked Estep 
Score: -3932559.750000 Penalty: 1694.810913
	Iteration 0F: 2 clusters Score -3932560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -3909941.500000 Penalty: 3389.621826
	Iteration 0F: 3 clusters Score -3909942 nChanged 15620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -3918431.750000 Penalty: 3389.621826
	Iteration 1F: 3 clusters Score -3918432 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -3918829.250000 Penalty: 3389.621826
	Iteration 2Q: 3 clusters Score -3918829 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -3919226.000000 Penalty: 3389.621826
	Iteration 3Q: 3 clusters Score -3919226 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -3919758.750000 Penalty: 3389.621826
	Iteration 4Q: 3 clusters Score -3919759 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -3920467.000000 Penalty: 3389.621826
	Iteration 5Q: 3 clusters Score -3920467 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -3921497.500000 Penalty: 3389.621826
	Iteration 6Q: 3 clusters Score -3921498 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -3922961.750000 Penalty: 3389.621826
	Iteration 7F: 3 clusters Score -3922962 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -3924836.500000 Penalty: 3389.621826
	Iteration 8F: 3 clusters Score -3924836 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -3926395.500000 Penalty: 3389.621826
	Iteration 9F: 3 clusters Score -3926396 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -3927219.750000 Penalty: 3389.621826
	Iteration 10F: 3 clusters Score -3927220 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -3927597.250000 Penalty: 3389.621826
	Iteration 11Q: 3 clusters Score -3927597 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -3927867.250000 Penalty: 3389.621826
	Iteration 12Q: 3 clusters Score -3927867 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -3928136.000000 Penalty: 3389.621826
	Iteration 13Q: 3 clusters Score -3928136 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -3928384.250000 Penalty: 3389.621826
	Iteration 14Q: 3 clusters Score -3928384 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -3928694.000000 Penalty: 3389.621826
	Iteration 15Q: 3 clusters Score -3928694 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -3928962.750000 Penalty: 3389.621826
	Iteration 16Q: 3 clusters Score -3928963 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -3929279.750000 Penalty: 3389.621826
	Iteration 17Q: 3 clusters Score -3929280 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -3929597.500000 Penalty: 3389.621826
	Iteration 18Q: 3 clusters Score -3929598 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -3929865.500000 Penalty: 3389.621826
	Iteration 19Q: 3 clusters Score -3929866 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -3930113.500000 Penalty: 3389.621826
	Iteration 20F: 3 clusters Score -3930114 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -3930291.750000 Penalty: 3389.621826
	Iteration 21Q: 3 clusters Score -3930292 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -3930425.750000 Penalty: 3389.621826
	Iteration 22Q: 3 clusters Score -3930426 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -3930524.250000 Penalty: 3389.621826
	Iteration 23Q: 3 clusters Score -3930524 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -3930597.750000 Penalty: 3389.621826
	Iteration 24Q: 3 clusters Score -3930598 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -3930649.000000 Penalty: 3389.621826
	Iteration 25Q: 3 clusters Score -3930649 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -3930686.250000 Penalty: 3389.621826
	Iteration 26Q: 3 clusters Score -3930686 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -3930713.750000 Penalty: 3389.621826
	Iteration 27Q: 3 clusters Score -3930714 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -3930746.750000 Penalty: 3389.621826
	Iteration 28Q: 3 clusters Score -3930747 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -3930776.500000 Penalty: 3389.621826
	Iteration 29Q: 3 clusters Score -3930776 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -3930804.000000 Penalty: 3389.621826
	Iteration 30Q: 3 clusters Score -3930804 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -3930826.250000 Penalty: 3389.621826
	Iteration 31Q: 3 clusters Score -3930826 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -3930856.000000 Penalty: 3389.621826
	Iteration 32Q: 3 clusters Score -3930856 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -3930874.250000 Penalty: 3389.621826
	Iteration 33Q: 3 clusters Score -3930874 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -3930889.750000 Penalty: 3389.621826
	Iteration 34Q: 3 clusters Score -3930890 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -3930895.750000 Penalty: 3389.621826
	Iteration 35Q: 3 clusters Score -3930896 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -3930902.500000 Penalty: 3389.621826
	Iteration 36Q: 3 clusters Score -3930902 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -3930920.000000 Penalty: 3389.621826
	Iteration 37Q: 3 clusters Score -3930920 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -3930928.500000 Penalty: 3389.621826
	Iteration 38Q: 3 clusters Score -3930928 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -3930942.000000 Penalty: 3389.621826
	Iteration 39Q: 3 clusters Score -3930942 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -3930954.750000 Penalty: 3389.621826
	Iteration 40F: 3 clusters Score -3930955 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -3930975.250000 Penalty: 3389.621826
	Iteration 41Q: 3 clusters Score -3930975 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -3930972.750000 Penalty: 3389.621826
	Iteration 42Q: 3 clusters Score -3930973 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -3930987.750000 Penalty: 3389.621826
	Iteration 43Q: 3 clusters Score -3930988 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -3930989.750000 Penalty: 3389.621826
	Iteration 44Q: 3 clusters Score -3930990 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -3930998.750000 Penalty: 3389.621826
	Iteration 45Q: 3 clusters Score -3930999 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -3930994.000000 Penalty: 3389.621826
	Iteration 46Q: 3 clusters Score -3930994 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -3931000.750000 Penalty: 3389.621826
	Iteration 47Q: 3 clusters Score -3931001 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -3930999.250000 Penalty: 3389.621826
	Iteration 48Q: 3 clusters Score -3930999 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -3931021.750000 Penalty: 3389.621826
	Iteration 49Q: 3 clusters Score -3931022 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -3931015.750000 Penalty: 3389.621826
	Iteration 50Q: 3 clusters Score -3931016 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -3931016.500000 Penalty: 3389.621826
	Iteration 51Q: 3 clusters Score -3931016 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -3931017.250000 Penalty: 3389.621826
	Iteration 52Q: 3 clusters Score -3931017 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -3931020.500000 Penalty: 3389.621826
	Iteration 53Q: 3 clusters Score -3931020 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -3931039.750000 Penalty: 3389.621826
	Iteration 54Q: 3 clusters Score -3931040 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -3931038.750000 Penalty: 3389.621826
	Iteration 55Q: 3 clusters Score -3931039 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -3931060.500000 Penalty: 3389.621826
	Iteration 56Q: 3 clusters Score -3931060 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -3931059.250000 Penalty: 3389.621826
	Iteration 57Q: 3 clusters Score -3931059 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -3931072.250000 Penalty: 3389.621826
	Iteration 58Q: 3 clusters Score -3931072 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -3931082.250000 Penalty: 3389.621826
	Iteration 59Q: 3 clusters Score -3931082 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -3931086.000000 Penalty: 3389.621826
	Iteration 60F: 3 clusters Score -3931086 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
Score: -3931096.000000 Penalty: 3389.621826
	Iteration 61Q: 3 clusters Score -3931096 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -3931096.750000 Penalty: 3389.621826
	Iteration 62Q: 3 clusters Score -3931097 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -3931095.500000 Penalty: 3389.621826
	Iteration 63Q: 3 clusters Score -3931096 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -3931096.750000 Penalty: 3389.621826
	Iteration 64Q: 3 clusters Score -3931097 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -3931107.000000 Penalty: 3389.621826
	Iteration 65Q: 3 clusters Score -3931107 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -3931116.500000 Penalty: 3389.621826
	Iteration 66Q: 3 clusters Score -3931116 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3931128 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 25592 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3931123 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3931129 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3931131 nChanged 54
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Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3931128 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -3931138.750000 Penalty: 3389.621826
	Iteration 72Q: 3 clusters Score -3931139 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -3931132.000000 Penalty: 3389.621826
	Iteration 73Q: 3 clusters Score -3931132 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3931141 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3931142 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -3931135.000000 Penalty: 3389.621826
	Iteration 76Q: 3 clusters Score -3931135 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3931144 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3931141 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3931141 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3931138 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -3931151.000000 Penalty: 3389.621826
	Iteration 81Q: 3 clusters Score -3931151 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3931154 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3931156 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3931156 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -3931153.750000 Penalty: 3389.621826
	Iteration 85Q: 3 clusters Score -3931154 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3931158 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3931168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -3931171.500000 Penalty: 3389.621826
	Iteration 88Q: 3 clusters Score -3931172 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3931170 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3931174 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3931178 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3931173 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -3931169.250000 Penalty: 3389.621826
	Iteration 93Q: 3 clusters Score -3931169 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3931180 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 26593 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3931180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3931180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -3931181.500000 Penalty: 3389.621826
	Iteration 97Q: 3 clusters Score -3931182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3931186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3931186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 26672 members 
Entering Unmasked Estep 
Score: -3931188.750000 Penalty: 3389.621826
	Iteration 100F: 3 clusters Score -3931189 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3931190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -3931194.250000 Penalty: 3389.621826
	Iteration 102Q: 3 clusters Score -3931194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3931186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3931194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3931194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3931196 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3931197 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -3931198.250000 Penalty: 3389.621826
	Iteration 108Q: 3 clusters Score -3931198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3931197 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3931198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3931198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 26890 members 
Entering Unmasked Estep 
Score: -3931191.250000 Penalty: 3389.621826
	Iteration 112Q: 3 clusters Score -3931191 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3931192 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3931194 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -3931200.500000 Penalty: 3389.621826
	Iteration 115Q: 3 clusters Score -3931200 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3931200 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -3931207.250000 Penalty: 3389.621826
	Iteration 117Q: 3 clusters Score -3931207 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -3931208.750000 Penalty: 3389.621826
	Iteration 118Q: 3 clusters Score -3931209 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 27039 members 
Entering Unmasked Estep 
Score: -3931211.250000 Penalty: 3389.621826
	Iteration 119Q: 3 clusters Score -3931211 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3931211 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 27101 members 
Entering Unmasked Estep 
Score: -3931212.750000 Penalty: 3389.621826
	Iteration 121Q: 3 clusters Score -3931213 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3931213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3931214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 27147 members 
Entering Unmasked Estep 
Score: -3931202.000000 Penalty: 3389.621826
	Iteration 124Q: 3 clusters Score -3931202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -3931204.750000 Penalty: 3389.621826
	Iteration 125Q: 3 clusters Score -3931205 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3931212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 27202 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3931212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -3931214.500000 Penalty: 3389.621826
	Iteration 128Q: 3 clusters Score -3931214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -3931216.250000 Penalty: 3389.621826
	Iteration 129Q: 3 clusters Score -3931216 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
Score: -3931218.000000 Penalty: 3389.621826
	Iteration 130Q: 3 clusters Score -3931218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -3931224.000000 Penalty: 3389.621826
	Iteration 131Q: 3 clusters Score -3931224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -3931227.250000 Penalty: 3389.621826
	Iteration 132Q: 3 clusters Score -3931227 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -3931230.500000 Penalty: 3389.621826
	Iteration 133Q: 3 clusters Score -3931230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -3931226.250000 Penalty: 3389.621826
	Iteration 134Q: 3 clusters Score -3931226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -3931231.750000 Penalty: 3389.621826
	Iteration 135Q: 3 clusters Score -3931232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -3931228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -3931232.500000 Penalty: 3389.621826
	Iteration 137Q: 3 clusters Score -3931232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -3931233.000000 Penalty: 3389.621826
	Iteration 138Q: 3 clusters Score -3931233 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -3931229.750000 Penalty: 3389.621826
	Iteration 139Q: 3 clusters Score -3931230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -3931233.250000 Penalty: 3389.621826
	Iteration 140F: 3 clusters Score -3931233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -3931232.750000 Penalty: 3389.621826
	Iteration 141Q: 3 clusters Score -3931233 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -3931241.500000 Penalty: 3389.621826
	Iteration 142Q: 3 clusters Score -3931242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -3931239.250000 Penalty: 3389.621826
	Iteration 143Q: 3 clusters Score -3931239 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -3931242.750000 Penalty: 3389.621826
	Iteration 144Q: 3 clusters Score -3931243 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -3931237.500000 Penalty: 3389.621826
	Iteration 145Q: 3 clusters Score -3931238 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -3931243.000000 Penalty: 3389.621826
	Iteration 146Q: 3 clusters Score -3931243 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -3931240.500000 Penalty: 3389.621826
	Iteration 147Q: 3 clusters Score -3931240 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 27565 members 
Entering Unmasked Estep 
Score: -3931250.500000 Penalty: 3389.621826
	Iteration 148Q: 3 clusters Score -3931250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
Score: -3931243.500000 Penalty: 3389.621826
	Iteration 149Q: 3 clusters Score -3931244 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 27611 members 
Entering Unmasked Estep 
Score: -3931245.750000 Penalty: 3389.621826
	Iteration 150Q: 3 clusters Score -3931246 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -3931247.750000 Penalty: 3389.621826
	Iteration 151Q: 3 clusters Score -3931248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 27646 members 
Entering Unmasked Estep 
Score: -3931248.000000 Penalty: 3389.621826
	Iteration 152Q: 3 clusters Score -3931248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 27661 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -3931248 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -3931247.250000 Penalty: 3389.621826
	Iteration 154Q: 3 clusters Score -3931247 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 27703 members 
Entering Unmasked Estep 
Score: -3931257.000000 Penalty: 3389.621826
	Iteration 155Q: 3 clusters Score -3931257 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -3931256.500000 Penalty: 3389.621826
	Iteration 156Q: 3 clusters Score -3931256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -3931254.000000 Penalty: 3389.621826
	Iteration 157Q: 3 clusters Score -3931254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -3931252.500000 Penalty: 3389.621826
	Iteration 158Q: 3 clusters Score -3931252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -3931254.750000 Penalty: 3389.621826
	Iteration 159Q: 3 clusters Score -3931255 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
Score: -3931261.250000 Penalty: 3389.621826
	Iteration 160F: 3 clusters Score -3931261 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -3931254.750000 Penalty: 3389.621826
	Iteration 161Q: 3 clusters Score -3931255 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 27831 members 
Entering Unmasked Estep 
Score: -3931262.750000 Penalty: 3389.621826
	Iteration 162Q: 3 clusters Score -3931263 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 27858 members 
Entering Unmasked Estep 
Score: -3931265.500000 Penalty: 3389.621826
	Iteration 163Q: 3 clusters Score -3931266 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 27888 members 
Entering Unmasked Estep 
Score: -3931272.250000 Penalty: 3389.621826
	Iteration 164Q: 3 clusters Score -3931272 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -3931281.500000 Penalty: 3389.621826
	Iteration 165Q: 3 clusters Score -3931282 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -3931280.000000 Penalty: 3389.621826
	Iteration 166Q: 3 clusters Score -3931280 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
Score: -3931287.500000 Penalty: 3389.621826
	Iteration 167Q: 3 clusters Score -3931288 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -3931283.000000 Penalty: 3389.621826
	Iteration 168Q: 3 clusters Score -3931283 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -3931293.000000 Penalty: 3389.621826
	Iteration 169Q: 3 clusters Score -3931293 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -3931290.250000 Penalty: 3389.621826
	Iteration 170Q: 3 clusters Score -3931290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -3931288.750000 Penalty: 3389.621826
	Iteration 171Q: 3 clusters Score -3931289 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -3931279.250000 Penalty: 3389.621826
	Iteration 172Q: 3 clusters Score -3931279 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -3931282.500000 Penalty: 3389.621826
	Iteration 173Q: 3 clusters Score -3931282 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 28188 members 
Entering Unmasked Estep 
Score: -3931287.000000 Penalty: 3389.621826
	Iteration 174Q: 3 clusters Score -3931287 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -3931290.750000 Penalty: 3389.621826
	Iteration 175Q: 3 clusters Score -3931291 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -3931291.250000 Penalty: 3389.621826
	Iteration 176Q: 3 clusters Score -3931291 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 28258 members 
Entering Unmasked Estep 
Score: -3931291.500000 Penalty: 3389.621826
	Iteration 177Q: 3 clusters Score -3931292 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -3931306.250000 Penalty: 3389.621826
	Iteration 178Q: 3 clusters Score -3931306 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -3931308.250000 Penalty: 3389.621826
	Iteration 179Q: 3 clusters Score -3931308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -3931303.500000 Penalty: 3389.621826
	Iteration 180F: 3 clusters Score -3931304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 28346 members 
Entering Unmasked Estep 
Score: -3931302.000000 Penalty: 3389.621826
	Iteration 181Q: 3 clusters Score -3931302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -3931310.250000 Penalty: 3389.621826
	Iteration 182Q: 3 clusters Score -3931310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -3931304.500000 Penalty: 3389.621826
	Iteration 183Q: 3 clusters Score -3931304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
Score: -3931310.250000 Penalty: 3389.621826
	Iteration 184Q: 3 clusters Score -3931310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 28411 members 
Entering Unmasked Estep 
Score: -3931320.000000 Penalty: 3389.621826
	Iteration 185Q: 3 clusters Score -3931320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -3931318.250000 Penalty: 3389.621826
	Iteration 186Q: 3 clusters Score -3931318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -3931315.750000 Penalty: 3389.621826
	Iteration 187Q: 3 clusters Score -3931316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -3931324.250000 Penalty: 3389.621826
	Iteration 188Q: 3 clusters Score -3931324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -3931323.000000 Penalty: 3389.621826
	Iteration 189Q: 3 clusters Score -3931323 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
Score: -3931324.500000 Penalty: 3389.621826
	Iteration 190Q: 3 clusters Score -3931324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -3931327.000000 Penalty: 3389.621826
	Iteration 191Q: 3 clusters Score -3931327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -3931327.000000 Penalty: 3389.621826
	Iteration 192Q: 3 clusters Score -3931327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -3931326.500000 Penalty: 3389.621826
	Iteration 193Q: 3 clusters Score -3931326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 28500 members 
Entering Unmasked Estep 
Score: -3931322.750000 Penalty: 3389.621826
	Iteration 194Q: 3 clusters Score -3931323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
Score: -3931328.250000 Penalty: 3389.621826
	Iteration 195Q: 3 clusters Score -3931328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -3931324.000000 Penalty: 3389.621826
	Iteration 196Q: 3 clusters Score -3931324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 28520 members 
Entering Unmasked Estep 
Score: -3931319.500000 Penalty: 3389.621826
	Iteration 197Q: 3 clusters Score -3931320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 28528 members 
Entering Unmasked Estep 
Score: -3931319.250000 Penalty: 3389.621826
	Iteration 198Q: 3 clusters Score -3931319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -3931316.000000 Penalty: 3389.621826
	Iteration 199Q: 3 clusters Score -3931316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 28550 members 
Entering Unmasked Estep 
Score: -3931311.250000 Penalty: 3389.621826
	Iteration 200F: 3 clusters Score -3931311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 28562 members 
Entering Unmasked Estep 
Score: -3931323.750000 Penalty: 3389.621826
	Iteration 201Q: 3 clusters Score -3931324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 28576 members 
Entering Unmasked Estep 
Score: -3931322.750000 Penalty: 3389.621826
	Iteration 202Q: 3 clusters Score -3931323 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -3931328.500000 Penalty: 3389.621826
	Iteration 203Q: 3 clusters Score -3931328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 28603 members 
Entering Unmasked Estep 
Score: -3931333.500000 Penalty: 3389.621826
	Iteration 204Q: 3 clusters Score -3931334 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -3931334.250000 Penalty: 3389.621826
	Iteration 205Q: 3 clusters Score -3931334 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
Score: -3931345.500000 Penalty: 3389.621826
	Iteration 206Q: 3 clusters Score -3931346 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -3931340.500000 Penalty: 3389.621826
	Iteration 207Q: 3 clusters Score -3931340 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -3931344.250000 Penalty: 3389.621826
	Iteration 208Q: 3 clusters Score -3931344 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -3931350.750000 Penalty: 3389.621826
	Iteration 209Q: 3 clusters Score -3931351 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -3931350.000000 Penalty: 3389.621826
	Iteration 210Q: 3 clusters Score -3931350 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 28811 members 
Entering Unmasked Estep 
Score: -3931348.500000 Penalty: 3389.621826
	Iteration 211Q: 3 clusters Score -3931348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 28829 members 
Entering Unmasked Estep 
Score: -3931347.250000 Penalty: 3389.621826
	Iteration 212Q: 3 clusters Score -3931347 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 28847 members 
Entering Unmasked Estep 
Score: -3931344.500000 Penalty: 3389.621826
	Iteration 213Q: 3 clusters Score -3931344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 28867 members 
Entering Unmasked Estep 
Score: -3931358.250000 Penalty: 3389.621826
	Iteration 214Q: 3 clusters Score -3931358 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -3931358.500000 Penalty: 3389.621826
	Iteration 215Q: 3 clusters Score -3931358 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -3931358.500000 Penalty: 3389.621826
	Iteration 216Q: 3 clusters Score -3931358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -3931361.000000 Penalty: 3389.621826
	Iteration 217Q: 3 clusters Score -3931361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 28936 members 
Entering Unmasked Estep 
Score: -3931363.250000 Penalty: 3389.621826
	Iteration 218Q: 3 clusters Score -3931363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 28947 members 
Entering Unmasked Estep 
Score: -3931365.000000 Penalty: 3389.621826
	Iteration 219Q: 3 clusters Score -3931365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 28954 members 
Entering Unmasked Estep 
Score: -3931366.500000 Penalty: 3389.621826
	Iteration 220F: 3 clusters Score -3931366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -3931362.000000 Penalty: 3389.621826
	Iteration 221Q: 3 clusters Score -3931362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
Score: -3931364.500000 Penalty: 3389.621826
	Iteration 222Q: 3 clusters Score -3931364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 28962 members 
Entering Unmasked Estep 
Score: -3931366.000000 Penalty: 3389.621826
	Iteration 223Q: 3 clusters Score -3931366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -3931365.000000 Penalty: 3389.621826
	Iteration 224Q: 3 clusters Score -3931365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -3931365.500000 Penalty: 3389.621826
	Iteration 225Q: 3 clusters Score -3931366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
Score: -3931364.750000 Penalty: 3389.621826
	Iteration 226Q: 3 clusters Score -3931365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 28976 members 
Entering Unmasked Estep 
Score: -3931366.250000 Penalty: 3389.621826
	Iteration 227Q: 3 clusters Score -3931366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -3931366.250000 Penalty: 3389.621826
	Iteration 228Q: 3 clusters Score -3931366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 28983 members 
Entering Unmasked Estep 
Score: -3931366.250000 Penalty: 3389.621826
	Iteration 229Q: 3 clusters Score -3931366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
Score: -3931366.750000 Penalty: 3389.621826
	Iteration 230Q: 3 clusters Score -3931367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 28994 members 
Entering Unmasked Estep 
Score: -3931367.500000 Penalty: 3389.621826
	Iteration 231Q: 3 clusters Score -3931368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -3931362.500000 Penalty: 3389.621826
	Iteration 232Q: 3 clusters Score -3931362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -3931361.750000 Penalty: 3389.621826
	Iteration 233Q: 3 clusters Score -3931362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 29004 members 
Entering Unmasked Estep 
Score: -3931362.000000 Penalty: 3389.621826
	Iteration 234Q: 3 clusters Score -3931362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 29005 members 
Entering Unmasked Estep 
Score: -3931364.250000 Penalty: 3389.621826
	Iteration 235Q: 3 clusters Score -3931364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
Score: -3931367.750000 Penalty: 3389.621826
	Iteration 236Q: 3 clusters Score -3931368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -3931365.750000 Penalty: 3389.621826
	Iteration 237Q: 3 clusters Score -3931366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -3931365.750000 Penalty: 3389.621826
	Iteration 238F: 3 clusters Score -3931366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Entering Unmasked Estep 
Score: -451064.375000 Penalty: 1367.679443
	Iteration 0F: 2 clusters Score -451064.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -447421.843750 Penalty: 2735.358887
	Iteration 0F: 3 clusters Score -447421.8 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -448682.562500 Penalty: 2735.358887
	Iteration 1F: 3 clusters Score -448682.6 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -449049.250000 Penalty: 2735.358887
	Iteration 2F: 3 clusters Score -449049.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -449342.593750 Penalty: 2735.358887
	Iteration 3F: 3 clusters Score -449342.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -449541.718750 Penalty: 2735.358887
	Iteration 4F: 3 clusters Score -449541.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -449683.843750 Penalty: 2735.358887
	Iteration 5Q: 3 clusters Score -449683.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -449782.375000 Penalty: 2735.358887
	Iteration 6Q: 3 clusters Score -449782.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -449854.250000 Penalty: 2735.358887
	Iteration 7Q: 3 clusters Score -449854.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -449903.125000 Penalty: 2735.358887
	Iteration 8Q: 3 clusters Score -449903.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -449938.812500 Penalty: 2735.358887
	Iteration 9Q: 3 clusters Score -449938.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -449973.687500 Penalty: 2735.358887
	Iteration 10Q: 3 clusters Score -449973.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -450001.875000 Penalty: 2735.358887
	Iteration 11Q: 3 clusters Score -450001.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -450031.031250 Penalty: 2735.358887
	Iteration 12Q: 3 clusters Score -450031 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -450058.125000 Penalty: 2735.358887
	Iteration 13Q: 3 clusters Score -450058.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -450079.437500 Penalty: 2735.358887
	Iteration 14Q: 3 clusters Score -450079.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -450097.250000 Penalty: 2735.358887
	Iteration 15Q: 3 clusters Score -450097.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -450115.656250 Penalty: 2735.358887
	Iteration 16Q: 3 clusters Score -450115.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -450138.375000 Penalty: 2735.358887
	Iteration 17Q: 3 clusters Score -450138.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -450179.281250 Penalty: 2735.358887
	Iteration 18Q: 3 clusters Score -450179.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -450221.781250 Penalty: 2735.358887
	Iteration 19Q: 3 clusters Score -450221.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -450264.000000 Penalty: 2735.358887
	Iteration 20F: 3 clusters Score -450264 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -450314.343750 Penalty: 2735.358887
	Iteration 21Q: 3 clusters Score -450314.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -450358.312500 Penalty: 2735.358887
	Iteration 22Q: 3 clusters Score -450358.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -450413.531250 Penalty: 2735.358887
	Iteration 23Q: 3 clusters Score -450413.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -450467.031250 Penalty: 2735.358887
	Iteration 24Q: 3 clusters Score -450467 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -450506.812500 Penalty: 2735.358887
	Iteration 25Q: 3 clusters Score -450506.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -450543.687500 Penalty: 2735.358887
	Iteration 26Q: 3 clusters Score -450543.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -450574.375000 Penalty: 2735.358887
	Iteration 27Q: 3 clusters Score -450574.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -450594.031250 Penalty: 2735.358887
	Iteration 28Q: 3 clusters Score -450594 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -450613.687500 Penalty: 2735.358887
	Iteration 29Q: 3 clusters Score -450613.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -450627.312500 Penalty: 2735.358887
	Iteration 30Q: 3 clusters Score -450627.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -450635.312500 Penalty: 2735.358887
	Iteration 31Q: 3 clusters Score -450635.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -450642.218750 Penalty: 2735.358887
	Iteration 32Q: 3 clusters Score -450642.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -450644.000000 Penalty: 2735.358887
	Iteration 33Q: 3 clusters Score -450644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -450651.312500 Penalty: 2735.358887
	Iteration 34Q: 3 clusters Score -450651.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -450658.187500 Penalty: 2735.358887
	Iteration 35Q: 3 clusters Score -450658.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -450667.187500 Penalty: 2735.358887
	Iteration 36Q: 3 clusters Score -450667.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -450672.437500 Penalty: 2735.358887
	Iteration 37Q: 3 clusters Score -450672.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -450677.375000 Penalty: 2735.358887
	Iteration 38Q: 3 clusters Score -450677.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -450680.250000 Penalty: 2735.358887
	Iteration 39Q: 3 clusters Score -450680.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -450684.375000 Penalty: 2735.358887
	Iteration 40F: 3 clusters Score -450684.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -450686.500000 Penalty: 2735.358887
	Iteration 41Q: 3 clusters Score -450686.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -450688.906250 Penalty: 2735.358887
	Iteration 42Q: 3 clusters Score -450688.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -450695.125000 Penalty: 2735.358887
	Iteration 43Q: 3 clusters Score -450695.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -450696.531250 Penalty: 2735.358887
	Iteration 44Q: 3 clusters Score -450696.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -450697.781250 Penalty: 2735.358887
	Iteration 45Q: 3 clusters Score -450697.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -450697.781250 Penalty: 2735.358887
	Iteration 46F: 3 clusters Score -450697.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (112515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112515 members 
Entering Unmasked Estep 
Score: -13412910.000000 Penalty: 1890.011841
	Iteration 0F: 2 clusters Score -1.341291e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56177 members 
Mstep: Class 2 contains 56338 members 
Entering Unmasked Estep 
Score: -13344623.000000 Penalty: 3780.023682
	Iteration 0F: 3 clusters Score -1.334462e+07 nChanged 53908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55747 members 
Mstep: Class 2 contains 56768 members 
Entering Unmasked Estep 
Score: -13375670.000000 Penalty: 3780.023682
	Iteration 1F: 3 clusters Score -1.337567e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55532 members 
Mstep: Class 2 contains 56983 members 
Entering Unmasked Estep 
Score: -13376250.000000 Penalty: 3780.023682
	Iteration 2Q: 3 clusters Score -1.337625e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55128 members 
Mstep: Class 2 contains 57387 members 
Entering Unmasked Estep 
Score: -13376910.000000 Penalty: 3780.023682
	Iteration 3Q: 3 clusters Score -1.337691e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54537 members 
Mstep: Class 2 contains 57978 members 
Entering Unmasked Estep 
Score: -13377577.000000 Penalty: 3780.023682
	Iteration 4Q: 3 clusters Score -1.337758e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53492 members 
Mstep: Class 2 contains 59023 members 
Entering Unmasked Estep 
Score: -13378381.000000 Penalty: 3780.023682
	Iteration 5Q: 3 clusters Score -1.337838e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51828 members 
Mstep: Class 2 contains 60687 members 
Entering Unmasked Estep 
Score: -13379408.000000 Penalty: 3780.023682
	Iteration 6Q: 3 clusters Score -1.337941e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49339 members 
Mstep: Class 2 contains 63176 members 
Entering Unmasked Estep 
Score: -13381005.000000 Penalty: 3780.023682
	Iteration 7Q: 3 clusters Score -1.3381e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45709 members 
Mstep: Class 2 contains 66806 members 
Entering Unmasked Estep 
Score: -13383370.000000 Penalty: 3780.023682
	Iteration 8Q: 3 clusters Score -1.338337e+07 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40804 members 
Mstep: Class 2 contains 71711 members 
Entering Unmasked Estep 
Score: -13386949.000000 Penalty: 3780.023682
	Iteration 9F: 3 clusters Score -1.338695e+07 nChanged 6772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34864 members 
Mstep: Class 2 contains 77651 members 
Entering Unmasked Estep 
Score: -13391940.000000 Penalty: 3780.023682
	Iteration 10F: 3 clusters Score -1.339194e+07 nChanged 6878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 83701 members 
Entering Unmasked Estep 
Score: -13397796.000000 Penalty: 3780.023682
	Iteration 11F: 3 clusters Score -1.33978e+07 nChanged 6344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 89153 members 
Entering Unmasked Estep 
Score: -13402771.000000 Penalty: 3780.023682
	Iteration 12F: 3 clusters Score -1.340277e+07 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 93587 members 
Entering Unmasked Estep 
Score: -13405698.000000 Penalty: 3780.023682
	Iteration 13Q: 3 clusters Score -1.34057e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 97163 members 
Entering Unmasked Estep 
Score: -13407598.000000 Penalty: 3780.023682
	Iteration 14Q: 3 clusters Score -1.34076e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 100328 members 
Entering Unmasked Estep 
Score: -13408675.000000 Penalty: 3780.023682
	Iteration 15Q: 3 clusters Score -1.340868e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 103144 members 
Entering Unmasked Estep 
Score: -13409427.000000 Penalty: 3780.023682
	Iteration 16Q: 3 clusters Score -1.340943e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 105560 members 
Entering Unmasked Estep 
Score: -13409941.000000 Penalty: 3780.023682
	Iteration 17Q: 3 clusters Score -1.340994e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 107583 members 
Entering Unmasked Estep 
Score: -13410249.000000 Penalty: 3780.023682
	Iteration 18Q: 3 clusters Score -1.341025e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 109098 members 
Entering Unmasked Estep 
Score: -13410508.000000 Penalty: 3780.023682
	Iteration 19Q: 3 clusters Score -1.341051e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 110148 members 
Entering Unmasked Estep 
Score: -13410737.000000 Penalty: 3780.023682
	Iteration 20F: 3 clusters Score -1.341074e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 110869 members 
Entering Unmasked Estep 
Score: -13410955.000000 Penalty: 3780.023682
	Iteration 21Q: 3 clusters Score -1.341096e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 111304 members 
Entering Unmasked Estep 
Score: -13411080.000000 Penalty: 3780.023682
	Iteration 22Q: 3 clusters Score -1.341108e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 111573 members 
Entering Unmasked Estep 
Score: -13411229.000000 Penalty: 3780.023682
	Iteration 23Q: 3 clusters Score -1.341123e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 111719 members 
Entering Unmasked Estep 
Score: -13411304.000000 Penalty: 3780.023682
	Iteration 24Q: 3 clusters Score -1.34113e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 111816 members 
Entering Unmasked Estep 
Score: -13411340.000000 Penalty: 3780.023682
	Iteration 25Q: 3 clusters Score -1.341134e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 111866 members 
Entering Unmasked Estep 
Score: -13411384.000000 Penalty: 3780.023682
	Iteration 26Q: 3 clusters Score -1.341138e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 111906 members 
Entering Unmasked Estep 
Score: -13411364.000000 Penalty: 3780.023682
	Iteration 27Q: 3 clusters Score -1.341136e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 111933 members 
Entering Unmasked Estep 
Score: -13411377.000000 Penalty: 3780.023682
	Iteration 28Q: 3 clusters Score -1.341138e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 111956 members 
Entering Unmasked Estep 
Score: -13411388.000000 Penalty: 3780.023682
	Iteration 29Q: 3 clusters Score -1.341139e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 111975 members 
Entering Unmasked Estep 
Score: -13411408.000000 Penalty: 3780.023682
	Iteration 30Q: 3 clusters Score -1.341141e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 111996 members 
Entering Unmasked Estep 
Score: -13411405.000000 Penalty: 3780.023682
	Iteration 31Q: 3 clusters Score -1.34114e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 112014 members 
Entering Unmasked Estep 
Score: -13411425.000000 Penalty: 3780.023682
	Iteration 32Q: 3 clusters Score -1.341142e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 112028 members 
Entering Unmasked Estep 
Score: -13411423.000000 Penalty: 3780.023682
	Iteration 33Q: 3 clusters Score -1.341142e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 112036 members 
Entering Unmasked Estep 
Score: -13411436.000000 Penalty: 3780.023682
	Iteration 34Q: 3 clusters Score -1.341144e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 112040 members 
Entering Unmasked Estep 
Score: -13411444.000000 Penalty: 3780.023682
	Iteration 35Q: 3 clusters Score -1.341144e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 112048 members 
Entering Unmasked Estep 
Score: -13411457.000000 Penalty: 3780.023682
	Iteration 36Q: 3 clusters Score -1.341146e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 112058 members 
Entering Unmasked Estep 
Score: -13411449.000000 Penalty: 3780.023682
	Iteration 37Q: 3 clusters Score -1.341145e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 112061 members 
Entering Unmasked Estep 
Score: -13411448.000000 Penalty: 3780.023682
	Iteration 38Q: 3 clusters Score -1.341145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 112064 members 
Entering Unmasked Estep 
Score: -13411450.000000 Penalty: 3780.023682
	Iteration 39Q: 3 clusters Score -1.341145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 112067 members 
Entering Unmasked Estep 
Score: -13411447.000000 Penalty: 3780.023682
	Iteration 40F: 3 clusters Score -1.341145e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 112068 members 
Entering Unmasked Estep 
Score: -13411456.000000 Penalty: 3780.023682
	Iteration 41Q: 3 clusters Score -1.341146e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 112067 members 
Entering Unmasked Estep 
Score: -13411471.000000 Penalty: 3780.023682
	Iteration 42Q: 3 clusters Score -1.341147e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 112071 members 
Entering Unmasked Estep 
Score: -13411461.000000 Penalty: 3780.023682
	Iteration 43Q: 3 clusters Score -1.341146e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 112073 members 
Entering Unmasked Estep 
Score: -13411477.000000 Penalty: 3780.023682
	Iteration 44Q: 3 clusters Score -1.341148e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 112077 members 
Entering Unmasked Estep 
Score: -13411470.000000 Penalty: 3780.023682
	Iteration 45Q: 3 clusters Score -1.341147e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 112080 members 
Entering Unmasked Estep 
Score: -13411481.000000 Penalty: 3780.023682
	Iteration 46Q: 3 clusters Score -1.341148e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 112083 members 
Entering Unmasked Estep 
Score: -13411487.000000 Penalty: 3780.023682
	Iteration 47Q: 3 clusters Score -1.341149e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 112083 members 
Entering Unmasked Estep 
Score: -13411491.000000 Penalty: 3780.023682
	Iteration 48Q: 3 clusters Score -1.341149e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 112083 members 
Entering Unmasked Estep 
Score: -13411491.000000 Penalty: 3780.023682
	Iteration 49F: 3 clusters Score -1.341149e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Entering Unmasked Estep 
Score: -1217490.000000 Penalty: 1504.035156
	Iteration 0F: 2 clusters Score -1217490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1209997.000000 Penalty: 3008.070312
	Iteration 0F: 3 clusters Score -1209997 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1212406.000000 Penalty: 3008.070312
	Iteration 1F: 3 clusters Score -1212406 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1212741.875000 Penalty: 3008.070312
	Iteration 2F: 3 clusters Score -1212742 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1213078.875000 Penalty: 3008.070312
	Iteration 3F: 3 clusters Score -1213079 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1213460.500000 Penalty: 3008.070312
	Iteration 4F: 3 clusters Score -1213460 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1213887.375000 Penalty: 3008.070312
	Iteration 5F: 3 clusters Score -1213887 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1214352.875000 Penalty: 3008.070312
	Iteration 6F: 3 clusters Score -1214353 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1214818.875000 Penalty: 3008.070312
	Iteration 7F: 3 clusters Score -1214819 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1215256.875000 Penalty: 3008.070312
	Iteration 8F: 3 clusters Score -1215257 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1215627.250000 Penalty: 3008.070312
	Iteration 9Q: 3 clusters Score -1215627 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1215874.500000 Penalty: 3008.070312
	Iteration 10Q: 3 clusters Score -1215874 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1216027.875000 Penalty: 3008.070312
	Iteration 11Q: 3 clusters Score -1216028 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1216111.250000 Penalty: 3008.070312
	Iteration 12Q: 3 clusters Score -1216111 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1216173.000000 Penalty: 3008.070312
	Iteration 13Q: 3 clusters Score -1216173 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1216204.000000 Penalty: 3008.070312
	Iteration 14Q: 3 clusters Score -1216204 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1216231.375000 Penalty: 3008.070312
	Iteration 15Q: 3 clusters Score -1216231 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1216240.375000 Penalty: 3008.070312
	Iteration 16Q: 3 clusters Score -1216240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1216244.125000 Penalty: 3008.070312
	Iteration 17Q: 3 clusters Score -1216244 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1216247.625000 Penalty: 3008.070312
	Iteration 18Q: 3 clusters Score -1216248 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1216257.875000 Penalty: 3008.070312
	Iteration 19Q: 3 clusters Score -1216258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1216261.125000 Penalty: 3008.070312
	Iteration 20F: 3 clusters Score -1216261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1216262.125000 Penalty: 3008.070312
	Iteration 21Q: 3 clusters Score -1216262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1216261.500000 Penalty: 3008.070312
	Iteration 22Q: 3 clusters Score -1216262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1216267.625000 Penalty: 3008.070312
	Iteration 23Q: 3 clusters Score -1216268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1216270.500000 Penalty: 3008.070312
	Iteration 24Q: 3 clusters Score -1216270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1216273.125000 Penalty: 3008.070312
	Iteration 25Q: 3 clusters Score -1216273 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1216274.625000 Penalty: 3008.070312
	Iteration 26Q: 3 clusters Score -1216275 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1216280.000000 Penalty: 3008.070312
	Iteration 27Q: 3 clusters Score -1216280 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1216283.500000 Penalty: 3008.070312
	Iteration 28Q: 3 clusters Score -1216284 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1216289.500000 Penalty: 3008.070312
	Iteration 29Q: 3 clusters Score -1216290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1216291.875000 Penalty: 3008.070312
	Iteration 30Q: 3 clusters Score -1216292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1216295.875000 Penalty: 3008.070312
	Iteration 31Q: 3 clusters Score -1216296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1216294.500000 Penalty: 3008.070312
	Iteration 32Q: 3 clusters Score -1216294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1216294.000000 Penalty: 3008.070312
	Iteration 33Q: 3 clusters Score -1216294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1216293.625000 Penalty: 3008.070312
	Iteration 34Q: 3 clusters Score -1216294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1216295.000000 Penalty: 3008.070312
	Iteration 35Q: 3 clusters Score -1216295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1216295.000000 Penalty: 3008.070312
	Iteration 36F: 3 clusters Score -1216295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Entering Unmasked Estep 
Score: -937106.875000 Penalty: 1466.695068
	Iteration 0F: 2 clusters Score -937106.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -930892.812500 Penalty: 2933.390137
	Iteration 0F: 3 clusters Score -930892.8 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -932903.500000 Penalty: 2933.390137
	Iteration 1F: 3 clusters Score -932903.5 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -933164.812500 Penalty: 2933.390137
	Iteration 2F: 3 clusters Score -933164.8 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -933383.625000 Penalty: 2933.390137
	Iteration 3F: 3 clusters Score -933383.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -933607.750000 Penalty: 2933.390137
	Iteration 4F: 3 clusters Score -933607.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -933849.125000 Penalty: 2933.390137
	Iteration 5Q: 3 clusters Score -933849.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -934113.937500 Penalty: 2933.390137
	Iteration 6F: 3 clusters Score -934113.9 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -934448.187500 Penalty: 2933.390137
	Iteration 7F: 3 clusters Score -934448.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -934802.125000 Penalty: 2933.390137
	Iteration 8F: 3 clusters Score -934802.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -935128.250000 Penalty: 2933.390137
	Iteration 9Q: 3 clusters Score -935128.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -935349.375000 Penalty: 2933.390137
	Iteration 10Q: 3 clusters Score -935349.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -935504.000000 Penalty: 2933.390137
	Iteration 11Q: 3 clusters Score -935504 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -935614.312500 Penalty: 2933.390137
	Iteration 12Q: 3 clusters Score -935614.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -935684.375000 Penalty: 2933.390137
	Iteration 13Q: 3 clusters Score -935684.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -935737.000000 Penalty: 2933.390137
	Iteration 14Q: 3 clusters Score -935737 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -935772.187500 Penalty: 2933.390137
	Iteration 15Q: 3 clusters Score -935772.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -935784.250000 Penalty: 2933.390137
	Iteration 16Q: 3 clusters Score -935784.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -935794.000000 Penalty: 2933.390137
	Iteration 17Q: 3 clusters Score -935794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -935799.687500 Penalty: 2933.390137
	Iteration 18Q: 3 clusters Score -935799.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -935801.437500 Penalty: 2933.390137
	Iteration 19Q: 3 clusters Score -935801.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -935805.687500 Penalty: 2933.390137
	Iteration 20F: 3 clusters Score -935805.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -935812.187500 Penalty: 2933.390137
	Iteration 21Q: 3 clusters Score -935812.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -935812.187500 Penalty: 2933.390137
	Iteration 22F: 3 clusters Score -935812.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (23496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Entering Unmasked Estep 
Score: -2571153.250000 Penalty: 1635.495117
	Iteration 0F: 2 clusters Score -2571153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -2555357.250000 Penalty: 3270.990234
	Iteration 0F: 3 clusters Score -2555357 nChanged 10702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -2561644.750000 Penalty: 3270.990234
	Iteration 1F: 3 clusters Score -2561645 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -2562521.750000 Penalty: 3270.990234
	Iteration 2F: 3 clusters Score -2562522 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -2563565.250000 Penalty: 3270.990234
	Iteration 3F: 3 clusters Score -2563565 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -2564708.500000 Penalty: 3270.990234
	Iteration 4F: 3 clusters Score -2564708 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -2565823.750000 Penalty: 3270.990234
	Iteration 5F: 3 clusters Score -2565824 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -2566724.250000 Penalty: 3270.990234
	Iteration 6F: 3 clusters Score -2566724 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -2567445.250000 Penalty: 3270.990234
	Iteration 7F: 3 clusters Score -2567445 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -2567850.750000 Penalty: 3270.990234
	Iteration 8Q: 3 clusters Score -2567851 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -2568099.000000 Penalty: 3270.990234
	Iteration 9Q: 3 clusters Score -2568099 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -2568215.250000 Penalty: 3270.990234
	Iteration 10Q: 3 clusters Score -2568215 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -2568315.000000 Penalty: 3270.990234
	Iteration 11Q: 3 clusters Score -2568315 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -2568402.500000 Penalty: 3270.990234
	Iteration 12Q: 3 clusters Score -2568402 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -2568474.500000 Penalty: 3270.990234
	Iteration 13Q: 3 clusters Score -2568474 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -2568541.750000 Penalty: 3270.990234
	Iteration 14Q: 3 clusters Score -2568542 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2568623.000000 Penalty: 3270.990234
	Iteration 15Q: 3 clusters Score -2568623 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -2568685.500000 Penalty: 3270.990234
	Iteration 16Q: 3 clusters Score -2568686 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -2568738.500000 Penalty: 3270.990234
	Iteration 17Q: 3 clusters Score -2568738 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -2568799.000000 Penalty: 3270.990234
	Iteration 18Q: 3 clusters Score -2568799 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -2568847.000000 Penalty: 3270.990234
	Iteration 19Q: 3 clusters Score -2568847 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -2568890.500000 Penalty: 3270.990234
	Iteration 20F: 3 clusters Score -2568890 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -2568935.750000 Penalty: 3270.990234
	Iteration 21Q: 3 clusters Score -2568936 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -2568984.000000 Penalty: 3270.990234
	Iteration 22Q: 3 clusters Score -2568984 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -2569024.750000 Penalty: 3270.990234
	Iteration 23Q: 3 clusters Score -2569025 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2569079.250000 Penalty: 3270.990234
	Iteration 24Q: 3 clusters Score -2569079 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -2569128.000000 Penalty: 3270.990234
	Iteration 25Q: 3 clusters Score -2569128 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -2569165.750000 Penalty: 3270.990234
	Iteration 26Q: 3 clusters Score -2569166 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -2569214.250000 Penalty: 3270.990234
	Iteration 27Q: 3 clusters Score -2569214 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -2569252.000000 Penalty: 3270.990234
	Iteration 28Q: 3 clusters Score -2569252 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -2569300.250000 Penalty: 3270.990234
	Iteration 29Q: 3 clusters Score -2569300 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -2569322.000000 Penalty: 3270.990234
	Iteration 30Q: 3 clusters Score -2569322 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -2569351.000000 Penalty: 3270.990234
	Iteration 31Q: 3 clusters Score -2569351 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -2569366.250000 Penalty: 3270.990234
	Iteration 32Q: 3 clusters Score -2569366 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -2569369.750000 Penalty: 3270.990234
	Iteration 33Q: 3 clusters Score -2569370 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -2569385.250000 Penalty: 3270.990234
	Iteration 34Q: 3 clusters Score -2569385 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -2569399.000000 Penalty: 3270.990234
	Iteration 35Q: 3 clusters Score -2569399 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -2569415.000000 Penalty: 3270.990234
	Iteration 36Q: 3 clusters Score -2569415 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -2569422.500000 Penalty: 3270.990234
	Iteration 37Q: 3 clusters Score -2569422 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -2569431.250000 Penalty: 3270.990234
	Iteration 38Q: 3 clusters Score -2569431 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -2569448.750000 Penalty: 3270.990234
	Iteration 39Q: 3 clusters Score -2569449 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -2569464.000000 Penalty: 3270.990234
	Iteration 40F: 3 clusters Score -2569464 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -2569467.000000 Penalty: 3270.990234
	Iteration 41Q: 3 clusters Score -2569467 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -2569489.250000 Penalty: 3270.990234
	Iteration 42Q: 3 clusters Score -2569489 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -2569504.250000 Penalty: 3270.990234
	Iteration 43Q: 3 clusters Score -2569504 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -2569513.750000 Penalty: 3270.990234
	Iteration 44Q: 3 clusters Score -2569514 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -2569522.500000 Penalty: 3270.990234
	Iteration 45Q: 3 clusters Score -2569522 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -2569539.500000 Penalty: 3270.990234
	Iteration 46Q: 3 clusters Score -2569540 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -2569561.000000 Penalty: 3270.990234
	Iteration 47Q: 3 clusters Score -2569561 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -2569570.000000 Penalty: 3270.990234
	Iteration 48Q: 3 clusters Score -2569570 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -2569580.500000 Penalty: 3270.990234
	Iteration 49Q: 3 clusters Score -2569580 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -2569599.000000 Penalty: 3270.990234
	Iteration 50Q: 3 clusters Score -2569599 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -2569612.500000 Penalty: 3270.990234
	Iteration 51Q: 3 clusters Score -2569612 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -2569620.000000 Penalty: 3270.990234
	Iteration 52Q: 3 clusters Score -2569620 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -2569631.750000 Penalty: 3270.990234
	Iteration 53Q: 3 clusters Score -2569632 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -2569639.250000 Penalty: 3270.990234
	Iteration 54Q: 3 clusters Score -2569639 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -2569641.500000 Penalty: 3270.990234
	Iteration 55Q: 3 clusters Score -2569642 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -2569648.750000 Penalty: 3270.990234
	Iteration 56Q: 3 clusters Score -2569649 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -2569651.000000 Penalty: 3270.990234
	Iteration 57Q: 3 clusters Score -2569651 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -2569646.500000 Penalty: 3270.990234
	Iteration 58Q: 3 clusters Score -2569646 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -2569651.250000 Penalty: 3270.990234
	Iteration 59Q: 3 clusters Score -2569651 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -2569660.500000 Penalty: 3270.990234
	Iteration 60F: 3 clusters Score -2569660 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -2569665.000000 Penalty: 3270.990234
	Iteration 61Q: 3 clusters Score -2569665 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -2569657.500000 Penalty: 3270.990234
	Iteration 62Q: 3 clusters Score -2569658 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -2569667.000000 Penalty: 3270.990234
	Iteration 63Q: 3 clusters Score -2569667 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -2569666.250000 Penalty: 3270.990234
	Iteration 64Q: 3 clusters Score -2569666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -2569662.750000 Penalty: 3270.990234
	Iteration 65Q: 3 clusters Score -2569663 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -2569668.500000 Penalty: 3270.990234
	Iteration 66Q: 3 clusters Score -2569668 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -2569671.000000 Penalty: 3270.990234
	Iteration 67Q: 3 clusters Score -2569671 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -2569674.250000 Penalty: 3270.990234
	Iteration 68Q: 3 clusters Score -2569674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -2569681.500000 Penalty: 3270.990234
	Iteration 69Q: 3 clusters Score -2569682 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -2569681.250000 Penalty: 3270.990234
	Iteration 70Q: 3 clusters Score -2569681 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -2569677.500000 Penalty: 3270.990234
	Iteration 71Q: 3 clusters Score -2569678 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -2569680.500000 Penalty: 3270.990234
	Iteration 72Q: 3 clusters Score -2569680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -2569684.000000 Penalty: 3270.990234
	Iteration 73Q: 3 clusters Score -2569684 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -2569687.000000 Penalty: 3270.990234
	Iteration 74Q: 3 clusters Score -2569687 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -2569693.250000 Penalty: 3270.990234
	Iteration 75Q: 3 clusters Score -2569693 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -2569697.250000 Penalty: 3270.990234
	Iteration 76Q: 3 clusters Score -2569697 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -2569696.750000 Penalty: 3270.990234
	Iteration 77Q: 3 clusters Score -2569697 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -2569699.000000 Penalty: 3270.990234
	Iteration 78Q: 3 clusters Score -2569699 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -2569705.000000 Penalty: 3270.990234
	Iteration 79Q: 3 clusters Score -2569705 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -2569711.500000 Penalty: 3270.990234
	Iteration 80F: 3 clusters Score -2569712 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -2569712.250000 Penalty: 3270.990234
	Iteration 81Q: 3 clusters Score -2569712 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -2569715.500000 Penalty: 3270.990234
	Iteration 82Q: 3 clusters Score -2569716 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -2569719.250000 Penalty: 3270.990234
	Iteration 83Q: 3 clusters Score -2569719 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -2569725.750000 Penalty: 3270.990234
	Iteration 84Q: 3 clusters Score -2569726 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -2569731.500000 Penalty: 3270.990234
	Iteration 85Q: 3 clusters Score -2569732 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -2569748.250000 Penalty: 3270.990234
	Iteration 86Q: 3 clusters Score -2569748 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -2569746.250000 Penalty: 3270.990234
	Iteration 87Q: 3 clusters Score -2569746 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -2569759.250000 Penalty: 3270.990234
	Iteration 88Q: 3 clusters Score -2569759 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -2569761.250000 Penalty: 3270.990234
	Iteration 89Q: 3 clusters Score -2569761 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -2569767.250000 Penalty: 3270.990234
	Iteration 90Q: 3 clusters Score -2569767 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -2569768.500000 Penalty: 3270.990234
	Iteration 91Q: 3 clusters Score -2569768 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -2569786.000000 Penalty: 3270.990234
	Iteration 92Q: 3 clusters Score -2569786 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -2569796.500000 Penalty: 3270.990234
	Iteration 93Q: 3 clusters Score -2569796 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -2569799.000000 Penalty: 3270.990234
	Iteration 94Q: 3 clusters Score -2569799 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -2569805.000000 Penalty: 3270.990234
	Iteration 95Q: 3 clusters Score -2569805 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -2569801.500000 Penalty: 3270.990234
	Iteration 96Q: 3 clusters Score -2569802 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -2569805.250000 Penalty: 3270.990234
	Iteration 97Q: 3 clusters Score -2569805 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -2569807.750000 Penalty: 3270.990234
	Iteration 98Q: 3 clusters Score -2569808 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -2569815.000000 Penalty: 3270.990234
	Iteration 99Q: 3 clusters Score -2569815 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -2569818.250000 Penalty: 3270.990234
	Iteration 100F: 3 clusters Score -2569818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -2569819.750000 Penalty: 3270.990234
	Iteration 101Q: 3 clusters Score -2569820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -2569823.000000 Penalty: 3270.990234
	Iteration 102Q: 3 clusters Score -2569823 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -2569821.750000 Penalty: 3270.990234
	Iteration 103Q: 3 clusters Score -2569822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -2569822.000000 Penalty: 3270.990234
	Iteration 104Q: 3 clusters Score -2569822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -2569818.750000 Penalty: 3270.990234
	Iteration 105Q: 3 clusters Score -2569819 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -2569825.500000 Penalty: 3270.990234
	Iteration 106Q: 3 clusters Score -2569826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -2569827.250000 Penalty: 3270.990234
	Iteration 107Q: 3 clusters Score -2569827 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -2569828.000000 Penalty: 3270.990234
	Iteration 108Q: 3 clusters Score -2569828 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -2569829.500000 Penalty: 3270.990234
	Iteration 109Q: 3 clusters Score -2569830 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -2569837.000000 Penalty: 3270.990234
	Iteration 110Q: 3 clusters Score -2569837 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -2569844.750000 Penalty: 3270.990234
	Iteration 111Q: 3 clusters Score -2569845 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -2569844.000000 Penalty: 3270.990234
	Iteration 112Q: 3 clusters Score -2569844 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -2569846.500000 Penalty: 3270.990234
	Iteration 113Q: 3 clusters Score -2569846 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -2569847.500000 Penalty: 3270.990234
	Iteration 114Q: 3 clusters Score -2569848 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -2569857.250000 Penalty: 3270.990234
	Iteration 115Q: 3 clusters Score -2569857 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -2569857.250000 Penalty: 3270.990234
	Iteration 116Q: 3 clusters Score -2569857 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -2569862.000000 Penalty: 3270.990234
	Iteration 117Q: 3 clusters Score -2569862 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -2569872.250000 Penalty: 3270.990234
	Iteration 118Q: 3 clusters Score -2569872 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -2569874.750000 Penalty: 3270.990234
	Iteration 119Q: 3 clusters Score -2569875 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -2569870.000000 Penalty: 3270.990234
	Iteration 120F: 3 clusters Score -2569870 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -2569877.750000 Penalty: 3270.990234
	Iteration 121Q: 3 clusters Score -2569878 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -2569877.000000 Penalty: 3270.990234
	Iteration 122Q: 3 clusters Score -2569877 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -2569873.250000 Penalty: 3270.990234
	Iteration 123Q: 3 clusters Score -2569873 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -2569873.500000 Penalty: 3270.990234
	Iteration 124Q: 3 clusters Score -2569874 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -2569887.000000 Penalty: 3270.990234
	Iteration 125Q: 3 clusters Score -2569887 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -2569901.750000 Penalty: 3270.990234
	Iteration 126Q: 3 clusters Score -2569902 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -2569902.750000 Penalty: 3270.990234
	Iteration 127Q: 3 clusters Score -2569903 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -2569911.500000 Penalty: 3270.990234
	Iteration 128Q: 3 clusters Score -2569912 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -2569914.250000 Penalty: 3270.990234
	Iteration 129Q: 3 clusters Score -2569914 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -2569913.750000 Penalty: 3270.990234
	Iteration 130Q: 3 clusters Score -2569914 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -2569918.750000 Penalty: 3270.990234
	Iteration 131Q: 3 clusters Score -2569919 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -2569923.750000 Penalty: 3270.990234
	Iteration 132Q: 3 clusters Score -2569924 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -2569916.500000 Penalty: 3270.990234
	Iteration 133Q: 3 clusters Score -2569916 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -2569916.750000 Penalty: 3270.990234
	Iteration 134Q: 3 clusters Score -2569917 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -2569924.000000 Penalty: 3270.990234
	Iteration 135Q: 3 clusters Score -2569924 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -2569928.500000 Penalty: 3270.990234
	Iteration 136Q: 3 clusters Score -2569928 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -2569933.250000 Penalty: 3270.990234
	Iteration 137Q: 3 clusters Score -2569933 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -2569927.750000 Penalty: 3270.990234
	Iteration 138Q: 3 clusters Score -2569928 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -2569935.500000 Penalty: 3270.990234
	Iteration 139Q: 3 clusters Score -2569936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -2569934.250000 Penalty: 3270.990234
	Iteration 140F: 3 clusters Score -2569934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -2569931.250000 Penalty: 3270.990234
	Iteration 141Q: 3 clusters Score -2569931 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -2569934.500000 Penalty: 3270.990234
	Iteration 142Q: 3 clusters Score -2569934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -2569940.000000 Penalty: 3270.990234
	Iteration 143Q: 3 clusters Score -2569940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -2569943.500000 Penalty: 3270.990234
	Iteration 144Q: 3 clusters Score -2569944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -2569938.250000 Penalty: 3270.990234
	Iteration 145Q: 3 clusters Score -2569938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -2569935.750000 Penalty: 3270.990234
	Iteration 146Q: 3 clusters Score -2569936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -2569940.500000 Penalty: 3270.990234
	Iteration 147Q: 3 clusters Score -2569940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -2569938.500000 Penalty: 3270.990234
	Iteration 148Q: 3 clusters Score -2569938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -2569939.750000 Penalty: 3270.990234
	Iteration 149Q: 3 clusters Score -2569940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -2569943.250000 Penalty: 3270.990234
	Iteration 150Q: 3 clusters Score -2569943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -2569948.750000 Penalty: 3270.990234
	Iteration 151Q: 3 clusters Score -2569949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -2569946.250000 Penalty: 3270.990234
	Iteration 152Q: 3 clusters Score -2569946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2569945.250000 Penalty: 3270.990234
	Iteration 153Q: 3 clusters Score -2569945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -2569942.250000 Penalty: 3270.990234
	Iteration 154Q: 3 clusters Score -2569942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -2569949.000000 Penalty: 3270.990234
	Iteration 155Q: 3 clusters Score -2569949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -2569950.000000 Penalty: 3270.990234
	Iteration 156Q: 3 clusters Score -2569950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -2569951.750000 Penalty: 3270.990234
	Iteration 157Q: 3 clusters Score -2569952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -2569957.250000 Penalty: 3270.990234
	Iteration 158Q: 3 clusters Score -2569957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -2569954.750000 Penalty: 3270.990234
	Iteration 159Q: 3 clusters Score -2569955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -2569950.750000 Penalty: 3270.990234
	Iteration 160F: 3 clusters Score -2569951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -2569955.750000 Penalty: 3270.990234
	Iteration 161Q: 3 clusters Score -2569956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -2569958.500000 Penalty: 3270.990234
	Iteration 162Q: 3 clusters Score -2569958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -2569959.500000 Penalty: 3270.990234
	Iteration 163Q: 3 clusters Score -2569960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -2569958.250000 Penalty: 3270.990234
	Iteration 164Q: 3 clusters Score -2569958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -2569962.000000 Penalty: 3270.990234
	Iteration 165Q: 3 clusters Score -2569962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -2569964.750000 Penalty: 3270.990234
	Iteration 166Q: 3 clusters Score -2569965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -2569965.250000 Penalty: 3270.990234
	Iteration 167Q: 3 clusters Score -2569965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -2569968.000000 Penalty: 3270.990234
	Iteration 168Q: 3 clusters Score -2569968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -2569966.750000 Penalty: 3270.990234
	Iteration 169Q: 3 clusters Score -2569967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -2569968.500000 Penalty: 3270.990234
	Iteration 170Q: 3 clusters Score -2569968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -2569967.750000 Penalty: 3270.990234
	Iteration 171Q: 3 clusters Score -2569968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -2569971.500000 Penalty: 3270.990234
	Iteration 172Q: 3 clusters Score -2569972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -2569974.500000 Penalty: 3270.990234
	Iteration 173Q: 3 clusters Score -2569974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -2569972.500000 Penalty: 3270.990234
	Iteration 174Q: 3 clusters Score -2569972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -2569972.000000 Penalty: 3270.990234
	Iteration 175Q: 3 clusters Score -2569972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -2569972.000000 Penalty: 3270.990234
	Iteration 176F: 3 clusters Score -2569972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Entering Unmasked Estep 
Score: -157310.484375 Penalty: 1185.887329
	Iteration 0F: 2 clusters Score -157310.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -155568.609375 Penalty: 2371.774658
	Iteration 0F: 3 clusters Score -155568.6 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -155947.703125 Penalty: 2371.774658
	Iteration 1F: 3 clusters Score -155947.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -156080.953125 Penalty: 2371.774658
	Iteration 2F: 3 clusters Score -156081 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -156154.390625 Penalty: 2371.774658
	Iteration 3F: 3 clusters Score -156154.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -156182.968750 Penalty: 2371.774658
	Iteration 4Q: 3 clusters Score -156183 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -156201.078125 Penalty: 2371.774658
	Iteration 5Q: 3 clusters Score -156201.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -156227.015625 Penalty: 2371.774658
	Iteration 6Q: 3 clusters Score -156227 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -156265.703125 Penalty: 2371.774658
	Iteration 7Q: 3 clusters Score -156265.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -156312.078125 Penalty: 2371.774658
	Iteration 8Q: 3 clusters Score -156312.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -156399.765625 Penalty: 2371.774658
	Iteration 9Q: 3 clusters Score -156399.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -156487.500000 Penalty: 2371.774658
	Iteration 10Q: 3 clusters Score -156487.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -156560.468750 Penalty: 2371.774658
	Iteration 11Q: 3 clusters Score -156560.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -156627.265625 Penalty: 2371.774658
	Iteration 12Q: 3 clusters Score -156627.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -156674.203125 Penalty: 2371.774658
	Iteration 13Q: 3 clusters Score -156674.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -156716.609375 Penalty: 2371.774658
	Iteration 14Q: 3 clusters Score -156716.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -156751.296875 Penalty: 2371.774658
	Iteration 15Q: 3 clusters Score -156751.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -156775.828125 Penalty: 2371.774658
	Iteration 16Q: 3 clusters Score -156775.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -156799.859375 Penalty: 2371.774658
	Iteration 17Q: 3 clusters Score -156799.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -156815.578125 Penalty: 2371.774658
	Iteration 18Q: 3 clusters Score -156815.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -156828.312500 Penalty: 2371.774658
	Iteration 19Q: 3 clusters Score -156828.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -156843.000000 Penalty: 2371.774658
	Iteration 20F: 3 clusters Score -156843 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -156859.109375 Penalty: 2371.774658
	Iteration 21Q: 3 clusters Score -156859.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -156873.906250 Penalty: 2371.774658
	Iteration 22Q: 3 clusters Score -156873.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -156886.046875 Penalty: 2371.774658
	Iteration 23Q: 3 clusters Score -156886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -156890.921875 Penalty: 2371.774658
	Iteration 24Q: 3 clusters Score -156890.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -156893.734375 Penalty: 2371.774658
	Iteration 25Q: 3 clusters Score -156893.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -156899.000000 Penalty: 2371.774658
	Iteration 26Q: 3 clusters Score -156899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -156908.609375 Penalty: 2371.774658
	Iteration 27Q: 3 clusters Score -156908.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -156914.000000 Penalty: 2371.774658
	Iteration 28Q: 3 clusters Score -156914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -156919.328125 Penalty: 2371.774658
	Iteration 29Q: 3 clusters Score -156919.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -156924.250000 Penalty: 2371.774658
	Iteration 30Q: 3 clusters Score -156924.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -156925.468750 Penalty: 2371.774658
	Iteration 31Q: 3 clusters Score -156925.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -156925.468750 Penalty: 2371.774658
	Iteration 32F: 3 clusters Score -156925.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (31570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31570 members 
Entering Unmasked Estep 
Score: -3781989.750000 Penalty: 1683.493896
	Iteration 0F: 2 clusters Score -3781990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -3760857.500000 Penalty: 3366.987793
	Iteration 0F: 3 clusters Score -3760858 nChanged 14516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -3768922.000000 Penalty: 3366.987793
	Iteration 1F: 3 clusters Score -3768922 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -3769280.000000 Penalty: 3366.987793
	Iteration 2Q: 3 clusters Score -3769280 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -3769562.500000 Penalty: 3366.987793
	Iteration 3Q: 3 clusters Score -3769562 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -3769913.250000 Penalty: 3366.987793
	Iteration 4Q: 3 clusters Score -3769913 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -3770400.750000 Penalty: 3366.987793
	Iteration 5Q: 3 clusters Score -3770401 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -3771009.750000 Penalty: 3366.987793
	Iteration 6Q: 3 clusters Score -3771010 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -3771863.750000 Penalty: 3366.987793
	Iteration 7Q: 3 clusters Score -3771864 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -3773045.750000 Penalty: 3366.987793
	Iteration 8F: 3 clusters Score -3773046 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -3774401.250000 Penalty: 3366.987793
	Iteration 9F: 3 clusters Score -3774401 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -3775672.000000 Penalty: 3366.987793
	Iteration 10F: 3 clusters Score -3775672 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -3776801.250000 Penalty: 3366.987793
	Iteration 11Q: 3 clusters Score -3776801 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -3777685.000000 Penalty: 3366.987793
	Iteration 12Q: 3 clusters Score -3777685 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -3778364.250000 Penalty: 3366.987793
	Iteration 13Q: 3 clusters Score -3778364 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29302 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -3778877.250000 Penalty: 3366.987793
	Iteration 14Q: 3 clusters Score -3778877 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3779296.250000 Penalty: 3366.987793
	Iteration 15Q: 3 clusters Score -3779296 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30327 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3779668.750000 Penalty: 3366.987793
	Iteration 16Q: 3 clusters Score -3779669 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3779933.500000 Penalty: 3366.987793
	Iteration 17Q: 3 clusters Score -3779934 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3780119.500000 Penalty: 3366.987793
	Iteration 18Q: 3 clusters Score -3780120 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3780240.500000 Penalty: 3366.987793
	Iteration 19Q: 3 clusters Score -3780240 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3780324.500000 Penalty: 3366.987793
	Iteration 20F: 3 clusters Score -3780324 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31221 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3780409.000000 Penalty: 3366.987793
	Iteration 21Q: 3 clusters Score -3780409 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3780451.500000 Penalty: 3366.987793
	Iteration 22Q: 3 clusters Score -3780452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31272 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3780468.750000 Penalty: 3366.987793
	Iteration 23Q: 3 clusters Score -3780469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3780476.000000 Penalty: 3366.987793
	Iteration 24Q: 3 clusters Score -3780476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31290 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3780486.250000 Penalty: 3366.987793
	Iteration 25Q: 3 clusters Score -3780486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3780492.500000 Penalty: 3366.987793
	Iteration 26Q: 3 clusters Score -3780492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3780494.750000 Penalty: 3366.987793
	Iteration 27Q: 3 clusters Score -3780495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3780491.500000 Penalty: 3366.987793
	Iteration 28Q: 3 clusters Score -3780492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -3780494.750000 Penalty: 3366.987793
	Iteration 29Q: 3 clusters Score -3780495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3780498.750000 Penalty: 3366.987793
	Iteration 30Q: 3 clusters Score -3780499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3780500.500000 Penalty: 3366.987793
	Iteration 31Q: 3 clusters Score -3780500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3780500.000000 Penalty: 3366.987793
	Iteration 32Q: 3 clusters Score -3780500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3780500.750000 Penalty: 3366.987793
	Iteration 33Q: 3 clusters Score -3780501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3780502.750000 Penalty: 3366.987793
	Iteration 34Q: 3 clusters Score -3780503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3780502.750000 Penalty: 3366.987793
	Iteration 35F: 3 clusters Score -3780503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (133930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133930 members 
Entering Unmasked Estep 
Score: -15773386.000000 Penalty: 1918.324341
	Iteration 0F: 2 clusters Score -1.577339e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66842 members 
Mstep: Class 2 contains 67088 members 
Entering Unmasked Estep 
Score: -15696784.000000 Penalty: 3836.648682
	Iteration 0F: 3 clusters Score -1.569678e+07 nChanged 64440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64262 members 
Mstep: Class 2 contains 69668 members 
Entering Unmasked Estep 
Score: -15734815.000000 Penalty: 3836.648682
	Iteration 1F: 3 clusters Score -1.573482e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62657 members 
Mstep: Class 2 contains 71273 members 
Entering Unmasked Estep 
Score: -15735884.000000 Penalty: 3836.648682
	Iteration 2Q: 3 clusters Score -1.573588e+07 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60233 members 
Mstep: Class 2 contains 73697 members 
Entering Unmasked Estep 
Score: -15737272.000000 Penalty: 3836.648682
	Iteration 3Q: 3 clusters Score -1.573727e+07 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56663 members 
Mstep: Class 2 contains 77267 members 
Entering Unmasked Estep 
Score: -15739428.000000 Penalty: 3836.648682
	Iteration 4Q: 3 clusters Score -1.573943e+07 nChanged 6737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51618 members 
Mstep: Class 2 contains 82312 members 
Entering Unmasked Estep 
Score: -15743111.000000 Penalty: 3836.648682
	Iteration 5F: 3 clusters Score -1.574311e+07 nChanged 7980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45184 members 
Mstep: Class 2 contains 88746 members 
Entering Unmasked Estep 
Score: -15748541.000000 Penalty: 3836.648682
	Iteration 6F: 3 clusters Score -1.574854e+07 nChanged 8766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38496 members 
Mstep: Class 2 contains 95434 members 
Entering Unmasked Estep 
Score: -15755080.000000 Penalty: 3836.648682
	Iteration 7F: 3 clusters Score -1.575508e+07 nChanged 8117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33537 members 
Mstep: Class 2 contains 100393 members 
Entering Unmasked Estep 
Score: -15760743.000000 Penalty: 3836.648682
	Iteration 8F: 3 clusters Score -1.576074e+07 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30770 members 
Mstep: Class 2 contains 103160 members 
Entering Unmasked Estep 
Score: -15764123.000000 Penalty: 3836.648682
	Iteration 9Q: 3 clusters Score -1.576412e+07 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 104807 members 
Entering Unmasked Estep 
Score: -15765451.000000 Penalty: 3836.648682
	Iteration 10Q: 3 clusters Score -1.576545e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 106038 members 
Entering Unmasked Estep 
Score: -15765956.000000 Penalty: 3836.648682
	Iteration 11Q: 3 clusters Score -1.576596e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 107157 members 
Entering Unmasked Estep 
Score: -15766333.000000 Penalty: 3836.648682
	Iteration 12Q: 3 clusters Score -1.576633e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25684 members 
Mstep: Class 2 contains 108246 members 
Entering Unmasked Estep 
Score: -15766500.000000 Penalty: 3836.648682
	Iteration 13Q: 3 clusters Score -1.57665e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 109255 members 
Entering Unmasked Estep 
Score: -15766569.000000 Penalty: 3836.648682
	Iteration 14Q: 3 clusters Score -1.576657e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 110226 members 
Entering Unmasked Estep 
Score: -15766775.000000 Penalty: 3836.648682
	Iteration 15Q: 3 clusters Score -1.576678e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 111148 members 
Entering Unmasked Estep 
Score: -15766923.000000 Penalty: 3836.648682
	Iteration 16Q: 3 clusters Score -1.576692e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 112028 members 
Entering Unmasked Estep 
Score: -15767059.000000 Penalty: 3836.648682
	Iteration 17Q: 3 clusters Score -1.576706e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 112864 members 
Entering Unmasked Estep 
Score: -15767253.000000 Penalty: 3836.648682
	Iteration 18Q: 3 clusters Score -1.576725e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 113643 members 
Entering Unmasked Estep 
Score: -15767426.000000 Penalty: 3836.648682
	Iteration 19Q: 3 clusters Score -1.576743e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 114395 members 
Entering Unmasked Estep 
Score: -15767507.000000 Penalty: 3836.648682
	Iteration 20F: 3 clusters Score -1.576751e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 115104 members 
Entering Unmasked Estep 
Score: -15767663.000000 Penalty: 3836.648682
	Iteration 21Q: 3 clusters Score -1.576766e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 115772 members 
Entering Unmasked Estep 
Score: -15767784.000000 Penalty: 3836.648682
	Iteration 22Q: 3 clusters Score -1.576778e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 116443 members 
Entering Unmasked Estep 
Score: -15767956.000000 Penalty: 3836.648682
	Iteration 23Q: 3 clusters Score -1.576796e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 117133 members 
Entering Unmasked Estep 
Score: -15768186.000000 Penalty: 3836.648682
	Iteration 24Q: 3 clusters Score -1.576819e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 117820 members 
Entering Unmasked Estep 
Score: -15768321.000000 Penalty: 3836.648682
	Iteration 25Q: 3 clusters Score -1.576832e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 118485 members 
Entering Unmasked Estep 
Score: -15768558.000000 Penalty: 3836.648682
	Iteration 26Q: 3 clusters Score -1.576856e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 119161 members 
Entering Unmasked Estep 
Score: -15768758.000000 Penalty: 3836.648682
	Iteration 27Q: 3 clusters Score -1.576876e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 119873 members 
Entering Unmasked Estep 
Score: -15768828.000000 Penalty: 3836.648682
	Iteration 28Q: 3 clusters Score -1.576883e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 120508 members 
Entering Unmasked Estep 
Score: -15768902.000000 Penalty: 3836.648682
	Iteration 29Q: 3 clusters Score -1.57689e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 121124 members 
Entering Unmasked Estep 
Score: -15768959.000000 Penalty: 3836.648682
	Iteration 30Q: 3 clusters Score -1.576896e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 121720 members 
Entering Unmasked Estep 
Score: -15769064.000000 Penalty: 3836.648682
	Iteration 31Q: 3 clusters Score -1.576906e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 122333 members 
Entering Unmasked Estep 
Score: -15769170.000000 Penalty: 3836.648682
	Iteration 32Q: 3 clusters Score -1.576917e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 122927 members 
Entering Unmasked Estep 
Score: -15769237.000000 Penalty: 3836.648682
	Iteration 33Q: 3 clusters Score -1.576924e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 123490 members 
Entering Unmasked Estep 
Score: -15769366.000000 Penalty: 3836.648682
	Iteration 34Q: 3 clusters Score -1.576937e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 124026 members 
Entering Unmasked Estep 
Score: -15769409.000000 Penalty: 3836.648682
	Iteration 35Q: 3 clusters Score -1.576941e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 124533 members 
Entering Unmasked Estep 
Score: -15769509.000000 Penalty: 3836.648682
	Iteration 36Q: 3 clusters Score -1.576951e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 125038 members 
Entering Unmasked Estep 
Score: -15769633.000000 Penalty: 3836.648682
	Iteration 37Q: 3 clusters Score -1.576963e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 125490 members 
Entering Unmasked Estep 
Score: -15769720.000000 Penalty: 3836.648682
	Iteration 38Q: 3 clusters Score -1.576972e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 125917 members 
Entering Unmasked Estep 
Score: -15769813.000000 Penalty: 3836.648682
	Iteration 39Q: 3 clusters Score -1.576981e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 126295 members 
Entering Unmasked Estep 
Score: -15769921.000000 Penalty: 3836.648682
	Iteration 40F: 3 clusters Score -1.576992e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 126649 members 
Entering Unmasked Estep 
Score: -15769954.000000 Penalty: 3836.648682
	Iteration 41Q: 3 clusters Score -1.576995e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 126980 members 
Entering Unmasked Estep 
Score: -15770067.000000 Penalty: 3836.648682
	Iteration 42Q: 3 clusters Score -1.577007e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 127289 members 
Entering Unmasked Estep 
Score: -15770161.000000 Penalty: 3836.648682
	Iteration 43Q: 3 clusters Score -1.577016e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 127595 members 
Entering Unmasked Estep 
Score: -15770242.000000 Penalty: 3836.648682
	Iteration 44Q: 3 clusters Score -1.577024e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 127879 members 
Entering Unmasked Estep 
Score: -15770358.000000 Penalty: 3836.648682
	Iteration 45Q: 3 clusters Score -1.577036e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 128147 members 
Entering Unmasked Estep 
Score: -15770465.000000 Penalty: 3836.648682
	Iteration 46Q: 3 clusters Score -1.577046e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 128385 members 
Entering Unmasked Estep 
Score: -15770584.000000 Penalty: 3836.648682
	Iteration 47Q: 3 clusters Score -1.577058e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 128619 members 
Entering Unmasked Estep 
Score: -15770626.000000 Penalty: 3836.648682
	Iteration 48Q: 3 clusters Score -1.577063e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 128841 members 
Entering Unmasked Estep 
Score: -15770731.000000 Penalty: 3836.648682
	Iteration 49Q: 3 clusters Score -1.577073e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 129056 members 
Entering Unmasked Estep 
Score: -15770842.000000 Penalty: 3836.648682
	Iteration 50Q: 3 clusters Score -1.577084e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 129272 members 
Entering Unmasked Estep 
Score: -15770918.000000 Penalty: 3836.648682
	Iteration 51Q: 3 clusters Score -1.577092e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 129479 members 
Entering Unmasked Estep 
Score: -15771020.000000 Penalty: 3836.648682
	Iteration 52Q: 3 clusters Score -1.577102e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 129688 members 
Entering Unmasked Estep 
Score: -15771100.000000 Penalty: 3836.648682
	Iteration 53Q: 3 clusters Score -1.57711e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 129897 members 
Entering Unmasked Estep 
Score: -15771208.000000 Penalty: 3836.648682
	Iteration 54Q: 3 clusters Score -1.577121e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 130075 members 
Entering Unmasked Estep 
Score: -15771274.000000 Penalty: 3836.648682
	Iteration 55Q: 3 clusters Score -1.577127e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 130265 members 
Entering Unmasked Estep 
Score: -15771313.000000 Penalty: 3836.648682
	Iteration 56Q: 3 clusters Score -1.577131e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 130427 members 
Entering Unmasked Estep 
Score: -15771333.000000 Penalty: 3836.648682
	Iteration 57Q: 3 clusters Score -1.577133e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 130566 members 
Entering Unmasked Estep 
Score: -15771371.000000 Penalty: 3836.648682
	Iteration 58Q: 3 clusters Score -1.577137e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 130671 members 
Entering Unmasked Estep 
Score: -15771411.000000 Penalty: 3836.648682
	Iteration 59Q: 3 clusters Score -1.577141e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 130773 members 
Entering Unmasked Estep 
Score: -15771441.000000 Penalty: 3836.648682
	Iteration 60F: 3 clusters Score -1.577144e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 130869 members 
Entering Unmasked Estep 
Score: -15771501.000000 Penalty: 3836.648682
	Iteration 61Q: 3 clusters Score -1.57715e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 130952 members 
Entering Unmasked Estep 
Score: -15771534.000000 Penalty: 3836.648682
	Iteration 62Q: 3 clusters Score -1.577153e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 131025 members 
Entering Unmasked Estep 
Score: -15771551.000000 Penalty: 3836.648682
	Iteration 63Q: 3 clusters Score -1.577155e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 131094 members 
Entering Unmasked Estep 
Score: -15771604.000000 Penalty: 3836.648682
	Iteration 64Q: 3 clusters Score -1.57716e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 131174 members 
Entering Unmasked Estep 
Score: -15771634.000000 Penalty: 3836.648682
	Iteration 65Q: 3 clusters Score -1.577163e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 131243 members 
Entering Unmasked Estep 
Score: -15771676.000000 Penalty: 3836.648682
	Iteration 66Q: 3 clusters Score -1.577168e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 131307 members 
Entering Unmasked Estep 
Score: -15771713.000000 Penalty: 3836.648682
	Iteration 67Q: 3 clusters Score -1.577171e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 131348 members 
Entering Unmasked Estep 
Score: -15771727.000000 Penalty: 3836.648682
	Iteration 68Q: 3 clusters Score -1.577173e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 131388 members 
Entering Unmasked Estep 
Score: -15771755.000000 Penalty: 3836.648682
	Iteration 69Q: 3 clusters Score -1.577176e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 131429 members 
Entering Unmasked Estep 
Score: -15771758.000000 Penalty: 3836.648682
	Iteration 70Q: 3 clusters Score -1.577176e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 131469 members 
Entering Unmasked Estep 
Score: -15771766.000000 Penalty: 3836.648682
	Iteration 71Q: 3 clusters Score -1.577177e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 131509 members 
Entering Unmasked Estep 
Score: -15771795.000000 Penalty: 3836.648682
	Iteration 72Q: 3 clusters Score -1.57718e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 131546 members 
Entering Unmasked Estep 
Score: -15771815.000000 Penalty: 3836.648682
	Iteration 73Q: 3 clusters Score -1.577182e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 131577 members 
Entering Unmasked Estep 
Score: -15771830.000000 Penalty: 3836.648682
	Iteration 74Q: 3 clusters Score -1.577183e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 131603 members 
Entering Unmasked Estep 
Score: -15771826.000000 Penalty: 3836.648682
	Iteration 75Q: 3 clusters Score -1.577183e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 131619 members 
Entering Unmasked Estep 
Score: -15771826.000000 Penalty: 3836.648682
	Iteration 76Q: 3 clusters Score -1.577183e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 131630 members 
Entering Unmasked Estep 
Score: -15771846.000000 Penalty: 3836.648682
	Iteration 77Q: 3 clusters Score -1.577185e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 131643 members 
Entering Unmasked Estep 
Score: -15771862.000000 Penalty: 3836.648682
	Iteration 78Q: 3 clusters Score -1.577186e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 131651 members 
Entering Unmasked Estep 
Score: -15771862.000000 Penalty: 3836.648682
	Iteration 79Q: 3 clusters Score -1.577186e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 131655 members 
Entering Unmasked Estep 
Score: -15771864.000000 Penalty: 3836.648682
	Iteration 80F: 3 clusters Score -1.577186e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 131661 members 
Entering Unmasked Estep 
Score: -15771854.000000 Penalty: 3836.648682
	Iteration 81Q: 3 clusters Score -1.577185e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 131672 members 
Entering Unmasked Estep 
Score: -15771855.000000 Penalty: 3836.648682
	Iteration 82Q: 3 clusters Score -1.577186e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 131686 members 
Entering Unmasked Estep 
Score: -15771882.000000 Penalty: 3836.648682
	Iteration 83Q: 3 clusters Score -1.577188e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 131701 members 
Entering Unmasked Estep 
Score: -15771879.000000 Penalty: 3836.648682
	Iteration 84Q: 3 clusters Score -1.577188e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 131716 members 
Entering Unmasked Estep 
Score: -15771874.000000 Penalty: 3836.648682
	Iteration 85Q: 3 clusters Score -1.577187e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 131735 members 
Entering Unmasked Estep 
Score: -15771874.000000 Penalty: 3836.648682
	Iteration 86Q: 3 clusters Score -1.577187e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 131747 members 
Entering Unmasked Estep 
Score: -15771876.000000 Penalty: 3836.648682
	Iteration 87Q: 3 clusters Score -1.577188e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 131759 members 
Entering Unmasked Estep 
Score: -15771867.000000 Penalty: 3836.648682
	Iteration 88Q: 3 clusters Score -1.577187e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 131765 members 
Entering Unmasked Estep 
Score: -15771861.000000 Penalty: 3836.648682
	Iteration 89Q: 3 clusters Score -1.577186e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 131771 members 
Entering Unmasked Estep 
Score: -15771877.000000 Penalty: 3836.648682
	Iteration 90Q: 3 clusters Score -1.577188e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 131774 members 
Entering Unmasked Estep 
Score: -15771874.000000 Penalty: 3836.648682
	Iteration 91Q: 3 clusters Score -1.577187e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 131776 members 
Entering Unmasked Estep 
Score: -15771876.000000 Penalty: 3836.648682
	Iteration 92Q: 3 clusters Score -1.577188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 131780 members 
Entering Unmasked Estep 
Score: -15771877.000000 Penalty: 3836.648682
	Iteration 93Q: 3 clusters Score -1.577188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 131784 members 
Entering Unmasked Estep 
Score: -15771879.000000 Penalty: 3836.648682
	Iteration 94Q: 3 clusters Score -1.577188e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 131789 members 
Entering Unmasked Estep 
Score: -15771881.000000 Penalty: 3836.648682
	Iteration 95Q: 3 clusters Score -1.577188e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 131793 members 
Entering Unmasked Estep 
Score: -15771894.000000 Penalty: 3836.648682
	Iteration 96Q: 3 clusters Score -1.577189e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 131796 members 
Entering Unmasked Estep 
Score: -15771889.000000 Penalty: 3836.648682
	Iteration 97Q: 3 clusters Score -1.577189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 131799 members 
Entering Unmasked Estep 
Score: -15771888.000000 Penalty: 3836.648682
	Iteration 98Q: 3 clusters Score -1.577189e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 131801 members 
Entering Unmasked Estep 
Score: -15771877.000000 Penalty: 3836.648682
	Iteration 99Q: 3 clusters Score -1.577188e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 131801 members 
Entering Unmasked Estep 
Score: -15771884.000000 Penalty: 3836.648682
	Iteration 100F: 3 clusters Score -1.577188e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (90540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90540 members 
Entering Unmasked Estep 
Score: -10621635.000000 Penalty: 1854.701416
	Iteration 0F: 2 clusters Score -1.062164e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45404 members 
Mstep: Class 2 contains 45136 members 
Entering Unmasked Estep 
Score: -10561183.000000 Penalty: 3709.402832
	Iteration 0F: 3 clusters Score -1.056118e+07 nChanged 43209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47647 members 
Mstep: Class 2 contains 42893 members 
Entering Unmasked Estep 
Score: -10585780.000000 Penalty: 3709.402832
	Iteration 1F: 3 clusters Score -1.058578e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48982 members 
Mstep: Class 2 contains 41558 members 
Entering Unmasked Estep 
Score: -10586406.000000 Penalty: 3709.402832
	Iteration 2Q: 3 clusters Score -1.058641e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51045 members 
Mstep: Class 2 contains 39495 members 
Entering Unmasked Estep 
Score: -10587181.000000 Penalty: 3709.402832
	Iteration 3Q: 3 clusters Score -1.058718e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54217 members 
Mstep: Class 2 contains 36323 members 
Entering Unmasked Estep 
Score: -10588492.000000 Penalty: 3709.402832
	Iteration 4Q: 3 clusters Score -1.058849e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58998 members 
Mstep: Class 2 contains 31542 members 
Entering Unmasked Estep 
Score: -10591064.000000 Penalty: 3709.402832
	Iteration 5F: 3 clusters Score -1.059106e+07 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65733 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -10595886.000000 Penalty: 3709.402832
	Iteration 6F: 3 clusters Score -1.059589e+07 nChanged 8365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74096 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -10603302.000000 Penalty: 3709.402832
	Iteration 7F: 3 clusters Score -1.06033e+07 nChanged 8176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82268 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -10611684.000000 Penalty: 3709.402832
	Iteration 8F: 3 clusters Score -1.061168e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87563 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -10617119.000000 Penalty: 3709.402832
	Iteration 9F: 3 clusters Score -1.061712e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89656 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -10619124.000000 Penalty: 3709.402832
	Iteration 10Q: 3 clusters Score -1.061912e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90235 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -10619730.000000 Penalty: 3709.402832
	Iteration 11Q: 3 clusters Score -1.061973e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90366 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -10619883.000000 Penalty: 3709.402832
	Iteration 12Q: 3 clusters Score -1.061988e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90390 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -10619958.000000 Penalty: 3709.402832
	Iteration 13Q: 3 clusters Score -1.061996e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90403 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -10619980.000000 Penalty: 3709.402832
	Iteration 14Q: 3 clusters Score -1.061998e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90407 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -10619994.000000 Penalty: 3709.402832
	Iteration 15Q: 3 clusters Score -1.061999e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90409 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10620007.000000 Penalty: 3709.402832
	Iteration 16Q: 3 clusters Score -1.062001e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90413 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10620014.000000 Penalty: 3709.402832
	Iteration 17Q: 3 clusters Score -1.062001e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90412 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10620023.000000 Penalty: 3709.402832
	Iteration 18Q: 3 clusters Score -1.062002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90411 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -10620019.000000 Penalty: 3709.402832
	Iteration 19Q: 3 clusters Score -1.062002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90412 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10620024.000000 Penalty: 3709.402832
	Iteration 20F: 3 clusters Score -1.062002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90412 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10620026.000000 Penalty: 3709.402832
	Iteration 21Q: 3 clusters Score -1.062003e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90412 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10620031.000000 Penalty: 3709.402832
	Iteration 22Q: 3 clusters Score -1.062003e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90412 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -10620031.000000 Penalty: 3709.402832
	Iteration 23F: 3 clusters Score -1.062003e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Entering Unmasked Estep 
Score: -1489155.375000 Penalty: 1538.587891
	Iteration 0F: 2 clusters Score -1489155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1480122.375000 Penalty: 3077.175781
	Iteration 0F: 3 clusters Score -1480122 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1483137.625000 Penalty: 3077.175781
	Iteration 1F: 3 clusters Score -1483138 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1483374.250000 Penalty: 3077.175781
	Iteration 2F: 3 clusters Score -1483374 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1483528.875000 Penalty: 3077.175781
	Iteration 3Q: 3 clusters Score -1483529 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1483677.875000 Penalty: 3077.175781
	Iteration 4Q: 3 clusters Score -1483678 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1483849.625000 Penalty: 3077.175781
	Iteration 5Q: 3 clusters Score -1483850 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1484052.625000 Penalty: 3077.175781
	Iteration 6Q: 3 clusters Score -1484053 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1484310.625000 Penalty: 3077.175781
	Iteration 7Q: 3 clusters Score -1484311 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1484663.250000 Penalty: 3077.175781
	Iteration 8Q: 3 clusters Score -1484663 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1485109.625000 Penalty: 3077.175781
	Iteration 9F: 3 clusters Score -1485110 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1485641.625000 Penalty: 3077.175781
	Iteration 10F: 3 clusters Score -1485642 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1486229.500000 Penalty: 3077.175781
	Iteration 11F: 3 clusters Score -1486230 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1486752.250000 Penalty: 3077.175781
	Iteration 12Q: 3 clusters Score -1486752 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1487136.125000 Penalty: 3077.175781
	Iteration 13Q: 3 clusters Score -1487136 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1487420.750000 Penalty: 3077.175781
	Iteration 14Q: 3 clusters Score -1487421 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1487586.250000 Penalty: 3077.175781
	Iteration 15Q: 3 clusters Score -1487586 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1487679.000000 Penalty: 3077.175781
	Iteration 16Q: 3 clusters Score -1487679 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1487714.250000 Penalty: 3077.175781
	Iteration 17Q: 3 clusters Score -1487714 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1487735.000000 Penalty: 3077.175781
	Iteration 18Q: 3 clusters Score -1487735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1487755.250000 Penalty: 3077.175781
	Iteration 19Q: 3 clusters Score -1487755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1487763.375000 Penalty: 3077.175781
	Iteration 20F: 3 clusters Score -1487763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1487763.000000 Penalty: 3077.175781
	Iteration 21Q: 3 clusters Score -1487763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1487766.875000 Penalty: 3077.175781
	Iteration 22Q: 3 clusters Score -1487767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1487770.000000 Penalty: 3077.175781
	Iteration 23Q: 3 clusters Score -1487770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1487772.125000 Penalty: 3077.175781
	Iteration 24Q: 3 clusters Score -1487772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1487773.125000 Penalty: 3077.175781
	Iteration 25Q: 3 clusters Score -1487773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1487772.750000 Penalty: 3077.175781
	Iteration 26Q: 3 clusters Score -1487773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1487774.250000 Penalty: 3077.175781
	Iteration 27Q: 3 clusters Score -1487774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -1487776.750000 Penalty: 3077.175781
	Iteration 28Q: 3 clusters Score -1487777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1487777.375000 Penalty: 3077.175781
	Iteration 29Q: 3 clusters Score -1487777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1487778.375000 Penalty: 3077.175781
	Iteration 30Q: 3 clusters Score -1487778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1487778.625000 Penalty: 3077.175781
	Iteration 31Q: 3 clusters Score -1487779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1487783.250000 Penalty: 3077.175781
	Iteration 32Q: 3 clusters Score -1487783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1487786.500000 Penalty: 3077.175781
	Iteration 33Q: 3 clusters Score -1487786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1487788.750000 Penalty: 3077.175781
	Iteration 34Q: 3 clusters Score -1487789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1487793.625000 Penalty: 3077.175781
	Iteration 35Q: 3 clusters Score -1487794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1487795.750000 Penalty: 3077.175781
	Iteration 36Q: 3 clusters Score -1487796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1487804.750000 Penalty: 3077.175781
	Iteration 37Q: 3 clusters Score -1487805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1487815.000000 Penalty: 3077.175781
	Iteration 38Q: 3 clusters Score -1487815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1487823.625000 Penalty: 3077.175781
	Iteration 39Q: 3 clusters Score -1487824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1487825.875000 Penalty: 3077.175781
	Iteration 40F: 3 clusters Score -1487826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1487829.875000 Penalty: 3077.175781
	Iteration 41Q: 3 clusters Score -1487830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1487829.875000 Penalty: 3077.175781
	Iteration 42F: 3 clusters Score -1487830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Entering Unmasked Estep 
Score: -62534.429688 Penalty: 1043.513672
	Iteration 0F: 2 clusters Score -62534.43 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 306 members 
Entering Unmasked Estep 
Score: -61387.855469 Penalty: 2087.027344
	Iteration 0F: 3 clusters Score -61387.86 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -61643.871094 Penalty: 2087.027344
	Iteration 1F: 3 clusters Score -61643.87 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -61726.230469 Penalty: 2087.027344
	Iteration 2F: 3 clusters Score -61726.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -61756.554688 Penalty: 2087.027344
	Iteration 3Q: 3 clusters Score -61756.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -61767.367188 Penalty: 2087.027344
	Iteration 4Q: 3 clusters Score -61767.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -61774.066406 Penalty: 2087.027344
	Iteration 5Q: 3 clusters Score -61774.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -61778.363281 Penalty: 2087.027344
	Iteration 6Q: 3 clusters Score -61778.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -61786.972656 Penalty: 2087.027344
	Iteration 7Q: 3 clusters Score -61786.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -61790.285156 Penalty: 2087.027344
	Iteration 8Q: 3 clusters Score -61790.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -61790.285156 Penalty: 2087.027344
	Iteration 9F: 3 clusters Score -61790.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Entering Unmasked Estep 
Score: -133165.515625 Penalty: 1162.370972
	Iteration 0F: 2 clusters Score -133165.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -131563.562500 Penalty: 2324.741943
	Iteration 0F: 3 clusters Score -131563.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -131896.843750 Penalty: 2324.741943
	Iteration 1F: 3 clusters Score -131896.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -132043.125000 Penalty: 2324.741943
	Iteration 2F: 3 clusters Score -132043.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -132146.312500 Penalty: 2324.741943
	Iteration 3F: 3 clusters Score -132146.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -132204.890625 Penalty: 2324.741943
	Iteration 4Q: 3 clusters Score -132204.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -132258.500000 Penalty: 2324.741943
	Iteration 5Q: 3 clusters Score -132258.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -132304.781250 Penalty: 2324.741943
	Iteration 6Q: 3 clusters Score -132304.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -132389.468750 Penalty: 2324.741943
	Iteration 7Q: 3 clusters Score -132389.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -132520.546875 Penalty: 2324.741943
	Iteration 8Q: 3 clusters Score -132520.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -132698.234375 Penalty: 2324.741943
	Iteration 9Q: 3 clusters Score -132698.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -132898.687500 Penalty: 2324.741943
	Iteration 10F: 3 clusters Score -132898.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -133039.796875 Penalty: 2324.741943
	Iteration 11F: 3 clusters Score -133039.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -133147.812500 Penalty: 2324.741943
	Iteration 12Q: 3 clusters Score -133147.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -133208.015625 Penalty: 2324.741943
	Iteration 13Q: 3 clusters Score -133208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -133228.484375 Penalty: 2324.741943
	Iteration 14Q: 3 clusters Score -133228.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -133239.906250 Penalty: 2324.741943
	Iteration 15Q: 3 clusters Score -133239.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -133243.984375 Penalty: 2324.741943
	Iteration 16Q: 3 clusters Score -133244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -133244.984375 Penalty: 2324.741943
	Iteration 17Q: 3 clusters Score -133245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -133248.953125 Penalty: 2324.741943
	Iteration 18Q: 3 clusters Score -133249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -133251.234375 Penalty: 2324.741943
	Iteration 19Q: 3 clusters Score -133251.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -133252.406250 Penalty: 2324.741943
	Iteration 20F: 3 clusters Score -133252.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -133254.796875 Penalty: 2324.741943
	Iteration 21Q: 3 clusters Score -133254.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -133255.125000 Penalty: 2324.741943
	Iteration 22Q: 3 clusters Score -133255.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -133255.125000 Penalty: 2324.741943
	Iteration 23F: 3 clusters Score -133255.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 86760 members 
Mstep: Class 3 contains 5958 members 
Mstep: Class 4 contains 20386 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 722 members 
Mstep: Class 7 contains 104491 members 
Mstep: Class 8 contains 229 members 
Mstep: Class 9 contains 326 members 
Mstep: Class 10 contains 192900 members 
Mstep: Class 11 contains 43837 members 
Mstep: Class 12 contains 30107 members 
Mstep: Class 13 contains 44589 members 
Mstep: Class 14 contains 33847 members 
Mstep: Class 15 contains 4521 members 
Mstep: Class 16 contains 112515 members 
Mstep: Class 17 contains 10463 members 
Mstep: Class 18 contains 8315 members 
Mstep: Class 19 contains 23496 members 
Mstep: Class 20 contains 1477 members 
Mstep: Class 21 contains 31570 members 
Mstep: Class 22 contains 133930 members 
Mstep: Class 23 contains 90540 members 
Mstep: Class 24 contains 12942 members 
Mstep: Class 25 contains 615 members 
Mstep: Class 26 contains 740 members 
Mstep: Class 27 contains 515 members 
Mstep: Class 28 contains 13002 members 
Mstep: Class 29 contains 104320 members 
Mstep: Class 30 contains 3756 members 
Mstep: Class 31 contains 7296 members 
Mstep: Class 32 contains 7121 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 92099 members 
Mstep: Class 35 contains 93152 members 
Mstep: Class 36 contains 120667 members 
Mstep: Class 37 contains 6930 members 
Mstep: Class 38 contains 80571 members 
Mstep: Class 39 contains 338 members 
Mstep: Class 40 contains 891 members 
Mstep: Class 41 contains 487 members 
Mstep: Class 42 contains 135360 members 
Mstep: Class 43 contains 1013 members 
Mstep: Class 44 contains 57516 members 
Mstep: Class 45 contains 401 members 
Mstep: Class 46 contains 255 members 
Mstep: Class 47 contains 538 members 
Entering Unmasked Estep 
Score: -194622032.000000 Penalty: 109670.750000
Splitting cluster 26 changes total score from -194622416.000000 to -194622032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (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: -46967.757812 Penalty: 1014.677124
	Iteration 0F: 2 clusters Score -46967.76 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 260 members 
Entering Unmasked Estep 
Score: -45937.007812 Penalty: 2029.354248
	Iteration 0F: 3 clusters Score -45937.01 nChanged 129
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: -46173.722656 Penalty: 2029.354248
	Iteration 1F: 3 clusters Score -46173.72 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -46297.535156 Penalty: 2029.354248
	Iteration 2F: 3 clusters Score -46297.54 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -46448.160156 Penalty: 2029.354248
	Iteration 3F: 3 clusters Score -46448.16 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -46689.011719 Penalty: 2029.354248
	Iteration 4F: 3 clusters Score -46689.01 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -46891.515625 Penalty: 2029.354248
	Iteration 5F: 3 clusters Score -46891.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -47015.410156 Penalty: 2029.354248
	Iteration 6Q: 3 clusters Score -47015.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -47047.710938 Penalty: 2029.354248
	Iteration 7Q: 3 clusters Score -47047.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -47062.320312 Penalty: 2029.354248
	Iteration 8Q: 3 clusters Score -47062.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -47074.125000 Penalty: 2029.354248
	Iteration 9Q: 3 clusters Score -47074.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -47074.125000 Penalty: 2029.354248
	Iteration 10F: 3 clusters Score -47074.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 86760 members 
Mstep: Class 3 contains 5958 members 
Mstep: Class 4 contains 20386 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 722 members 
Mstep: Class 7 contains 104491 members 
Mstep: Class 8 contains 229 members 
Mstep: Class 9 contains 326 members 
Mstep: Class 10 contains 192900 members 
Mstep: Class 11 contains 43837 members 
Mstep: Class 12 contains 30107 members 
Mstep: Class 13 contains 44589 members 
Mstep: Class 14 contains 33847 members 
Mstep: Class 15 contains 4521 members 
Mstep: Class 16 contains 112515 members 
Mstep: Class 17 contains 10463 members 
Mstep: Class 18 contains 8315 members 
Mstep: Class 19 contains 23496 members 
Mstep: Class 20 contains 1477 members 
Mstep: Class 21 contains 31570 members 
Mstep: Class 22 contains 133930 members 
Mstep: Class 23 contains 90540 members 
Mstep: Class 24 contains 12942 members 
Mstep: Class 25 contains 615 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 328 members 
Mstep: Class 28 contains 13002 members 
Mstep: Class 29 contains 104320 members 
Mstep: Class 30 contains 3756 members 
Mstep: Class 31 contains 7296 members 
Mstep: Class 32 contains 7121 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 92099 members 
Mstep: Class 35 contains 93152 members 
Mstep: Class 36 contains 120667 members 
Mstep: Class 37 contains 6930 members 
Mstep: Class 38 contains 80571 members 
Mstep: Class 39 contains 338 members 
Mstep: Class 40 contains 891 members 
Mstep: Class 41 contains 487 members 
Mstep: Class 42 contains 135360 members 
Mstep: Class 43 contains 1013 members 
Mstep: Class 44 contains 57516 members 
Mstep: Class 45 contains 401 members 
Mstep: Class 46 contains 255 members 
Mstep: Class 47 contains 187 members 
Entering Unmasked Estep 
Score: -194621312.000000 Penalty: 109670.750000
Splitting cluster 27 changes total score from -194622416.000000 to -194621312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (13002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Entering Unmasked Estep 
Score: -1474869.125000 Penalty: 1539.339478
	Iteration 0F: 2 clusters Score -1474869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1465797.000000 Penalty: 3078.678955
	Iteration 0F: 3 clusters Score -1465797 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1468958.875000 Penalty: 3078.678955
	Iteration 1F: 3 clusters Score -1468959 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1469275.500000 Penalty: 3078.678955
	Iteration 2F: 3 clusters Score -1469276 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1469544.250000 Penalty: 3078.678955
	Iteration 3Q: 3 clusters Score -1469544 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1469803.500000 Penalty: 3078.678955
	Iteration 4Q: 3 clusters Score -1469804 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1470079.375000 Penalty: 3078.678955
	Iteration 5Q: 3 clusters Score -1470079 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1470411.000000 Penalty: 3078.678955
	Iteration 6Q: 3 clusters Score -1470411 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1470809.875000 Penalty: 3078.678955
	Iteration 7F: 3 clusters Score -1470810 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1471253.500000 Penalty: 3078.678955
	Iteration 8F: 3 clusters Score -1471254 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1471725.625000 Penalty: 3078.678955
	Iteration 9Q: 3 clusters Score -1471726 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1472179.500000 Penalty: 3078.678955
	Iteration 10Q: 3 clusters Score -1472180 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1472601.500000 Penalty: 3078.678955
	Iteration 11Q: 3 clusters Score -1472602 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1472922.875000 Penalty: 3078.678955
	Iteration 12Q: 3 clusters Score -1472923 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1473132.250000 Penalty: 3078.678955
	Iteration 13Q: 3 clusters Score -1473132 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1473254.125000 Penalty: 3078.678955
	Iteration 14Q: 3 clusters Score -1473254 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1473326.000000 Penalty: 3078.678955
	Iteration 15Q: 3 clusters Score -1473326 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1473367.000000 Penalty: 3078.678955
	Iteration 16Q: 3 clusters Score -1473367 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1473398.125000 Penalty: 3078.678955
	Iteration 17Q: 3 clusters Score -1473398 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1473422.000000 Penalty: 3078.678955
	Iteration 18Q: 3 clusters Score -1473422 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1473443.500000 Penalty: 3078.678955
	Iteration 19Q: 3 clusters Score -1473444 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1473459.500000 Penalty: 3078.678955
	Iteration 20F: 3 clusters Score -1473460 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1473467.375000 Penalty: 3078.678955
	Iteration 21Q: 3 clusters Score -1473467 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1473479.125000 Penalty: 3078.678955
	Iteration 22Q: 3 clusters Score -1473479 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1473489.375000 Penalty: 3078.678955
	Iteration 23Q: 3 clusters Score -1473489 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1473493.500000 Penalty: 3078.678955
	Iteration 24Q: 3 clusters Score -1473494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1473493.625000 Penalty: 3078.678955
	Iteration 25Q: 3 clusters Score -1473494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1473495.750000 Penalty: 3078.678955
	Iteration 26Q: 3 clusters Score -1473496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1473496.000000 Penalty: 3078.678955
	Iteration 27Q: 3 clusters Score -1473496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1473498.625000 Penalty: 3078.678955
	Iteration 28Q: 3 clusters Score -1473499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1473501.500000 Penalty: 3078.678955
	Iteration 29Q: 3 clusters Score -1473502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1473500.750000 Penalty: 3078.678955
	Iteration 30Q: 3 clusters Score -1473501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1473504.875000 Penalty: 3078.678955
	Iteration 31Q: 3 clusters Score -1473505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1473503.250000 Penalty: 3078.678955
	Iteration 32Q: 3 clusters Score -1473503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1473504.625000 Penalty: 3078.678955
	Iteration 33Q: 3 clusters Score -1473505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1473507.875000 Penalty: 3078.678955
	Iteration 34Q: 3 clusters Score -1473508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1473506.750000 Penalty: 3078.678955
	Iteration 35Q: 3 clusters Score -1473507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1473508.250000 Penalty: 3078.678955
	Iteration 36Q: 3 clusters Score -1473508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1473510.750000 Penalty: 3078.678955
	Iteration 37Q: 3 clusters Score -1473511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1473510.875000 Penalty: 3078.678955
	Iteration 38Q: 3 clusters Score -1473511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1473512.000000 Penalty: 3078.678955
	Iteration 39Q: 3 clusters Score -1473512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1473513.750000 Penalty: 3078.678955
	Iteration 40F: 3 clusters Score -1473514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1473516.500000 Penalty: 3078.678955
	Iteration 41Q: 3 clusters Score -1473516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1473516.125000 Penalty: 3078.678955
	Iteration 42Q: 3 clusters Score -1473516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1473519.250000 Penalty: 3078.678955
	Iteration 43Q: 3 clusters Score -1473519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1473516.500000 Penalty: 3078.678955
	Iteration 44Q: 3 clusters Score -1473516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1473516.625000 Penalty: 3078.678955
	Iteration 45Q: 3 clusters Score -1473517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1473515.125000 Penalty: 3078.678955
	Iteration 46Q: 3 clusters Score -1473515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1473521.875000 Penalty: 3078.678955
	Iteration 47Q: 3 clusters Score -1473522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1473519.875000 Penalty: 3078.678955
	Iteration 48Q: 3 clusters Score -1473520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1473521.750000 Penalty: 3078.678955
	Iteration 49Q: 3 clusters Score -1473522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -1473523.750000 Penalty: 3078.678955
	Iteration 50Q: 3 clusters Score -1473524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1473524.000000 Penalty: 3078.678955
	Iteration 51Q: 3 clusters Score -1473524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1473525.375000 Penalty: 3078.678955
	Iteration 52Q: 3 clusters Score -1473525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1473527.250000 Penalty: 3078.678955
	Iteration 53Q: 3 clusters Score -1473527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1473530.375000 Penalty: 3078.678955
	Iteration 54Q: 3 clusters Score -1473530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1473527.500000 Penalty: 3078.678955
	Iteration 55Q: 3 clusters Score -1473528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1473529.000000 Penalty: 3078.678955
	Iteration 56Q: 3 clusters Score -1473529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1473527.750000 Penalty: 3078.678955
	Iteration 57Q: 3 clusters Score -1473528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1473530.000000 Penalty: 3078.678955
	Iteration 58Q: 3 clusters Score -1473530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1473531.250000 Penalty: 3078.678955
	Iteration 59Q: 3 clusters Score -1473531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1473529.875000 Penalty: 3078.678955
	Iteration 60F: 3 clusters Score -1473530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1473530.500000 Penalty: 3078.678955
	Iteration 61Q: 3 clusters Score -1473530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1473532.625000 Penalty: 3078.678955
	Iteration 62Q: 3 clusters Score -1473533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1473534.500000 Penalty: 3078.678955
	Iteration 63Q: 3 clusters Score -1473534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1473534.500000 Penalty: 3078.678955
	Iteration 64F: 3 clusters Score -1473534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (104320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104320 members 
Entering Unmasked Estep 
Score: -12243200.000000 Penalty: 1877.723022
	Iteration 0F: 2 clusters Score -1.22432e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52054 members 
Mstep: Class 2 contains 52266 members 
Entering Unmasked Estep 
Score: -12175546.000000 Penalty: 3755.446045
	Iteration 0F: 3 clusters Score -1.217555e+07 nChanged 49917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49553 members 
Mstep: Class 2 contains 54767 members 
Entering Unmasked Estep 
Score: -12204655.000000 Penalty: 3755.446045
	Iteration 1F: 3 clusters Score -1.220466e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47919 members 
Mstep: Class 2 contains 56401 members 
Entering Unmasked Estep 
Score: -12205303.000000 Penalty: 3755.446045
	Iteration 2Q: 3 clusters Score -1.22053e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45411 members 
Mstep: Class 2 contains 58909 members 
Entering Unmasked Estep 
Score: -12206235.000000 Penalty: 3755.446045
	Iteration 3Q: 3 clusters Score -1.220624e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41624 members 
Mstep: Class 2 contains 62696 members 
Entering Unmasked Estep 
Score: -12207981.000000 Penalty: 3755.446045
	Iteration 4Q: 3 clusters Score -1.220798e+07 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 68229 members 
Entering Unmasked Estep 
Score: -12211231.000000 Penalty: 3755.446045
	Iteration 5F: 3 clusters Score -1.221123e+07 nChanged 7647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 75776 members 
Entering Unmasked Estep 
Score: -12216853.000000 Penalty: 3755.446045
	Iteration 6F: 3 clusters Score -1.221685e+07 nChanged 9209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 84961 members 
Entering Unmasked Estep 
Score: -12225196.000000 Penalty: 3755.446045
	Iteration 7F: 3 clusters Score -1.22252e+07 nChanged 8586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 93539 members 
Entering Unmasked Estep 
Score: -12233515.000000 Penalty: 3755.446045
	Iteration 8F: 3 clusters Score -1.223352e+07 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 99637 members 
Entering Unmasked Estep 
Score: -12238463.000000 Penalty: 3755.446045
	Iteration 9F: 3 clusters Score -1.223846e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 102688 members 
Entering Unmasked Estep 
Score: -12240500.000000 Penalty: 3755.446045
	Iteration 10Q: 3 clusters Score -1.22405e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 103837 members 
Entering Unmasked Estep 
Score: -12241181.000000 Penalty: 3755.446045
	Iteration 11Q: 3 clusters Score -1.224118e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 104123 members 
Entering Unmasked Estep 
Score: -12241390.000000 Penalty: 3755.446045
	Iteration 12Q: 3 clusters Score -1.224139e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 104188 members 
Entering Unmasked Estep 
Score: -12241489.000000 Penalty: 3755.446045
	Iteration 13Q: 3 clusters Score -1.224149e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 104201 members 
Entering Unmasked Estep 
Score: -12241515.000000 Penalty: 3755.446045
	Iteration 14Q: 3 clusters Score -1.224152e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 104206 members 
Entering Unmasked Estep 
Score: -12241516.000000 Penalty: 3755.446045
	Iteration 15Q: 3 clusters Score -1.224152e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 104209 members 
Entering Unmasked Estep 
Score: -12241544.000000 Penalty: 3755.446045
	Iteration 16Q: 3 clusters Score -1.224154e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 104211 members 
Entering Unmasked Estep 
Score: -12241552.000000 Penalty: 3755.446045
	Iteration 17Q: 3 clusters Score -1.224155e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 104212 members 
Entering Unmasked Estep 
Score: -12241545.000000 Penalty: 3755.446045
	Iteration 18Q: 3 clusters Score -1.224154e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 104212 members 
Entering Unmasked Estep 
Score: -12241545.000000 Penalty: 3755.446045
	Iteration 19F: 3 clusters Score -1.224154e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Entering Unmasked Estep 
Score: -407163.343750 Penalty: 1337.555298
	Iteration 0F: 2 clusters Score -407163.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -403980.562500 Penalty: 2675.110596
	Iteration 0F: 3 clusters Score -403980.6 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -404820.312500 Penalty: 2675.110596
	Iteration 1F: 3 clusters Score -404820.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -405000.875000 Penalty: 2675.110596
	Iteration 2F: 3 clusters Score -405000.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -405130.406250 Penalty: 2675.110596
	Iteration 3F: 3 clusters Score -405130.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -405221.968750 Penalty: 2675.110596
	Iteration 4Q: 3 clusters Score -405222 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -405286.406250 Penalty: 2675.110596
	Iteration 5Q: 3 clusters Score -405286.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -405339.312500 Penalty: 2675.110596
	Iteration 6Q: 3 clusters Score -405339.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -405390.312500 Penalty: 2675.110596
	Iteration 7Q: 3 clusters Score -405390.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -405426.125000 Penalty: 2675.110596
	Iteration 8Q: 3 clusters Score -405426.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -405455.375000 Penalty: 2675.110596
	Iteration 9Q: 3 clusters Score -405455.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -405480.656250 Penalty: 2675.110596
	Iteration 10Q: 3 clusters Score -405480.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -405507.750000 Penalty: 2675.110596
	Iteration 11Q: 3 clusters Score -405507.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -405535.343750 Penalty: 2675.110596
	Iteration 12Q: 3 clusters Score -405535.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -405568.281250 Penalty: 2675.110596
	Iteration 13Q: 3 clusters Score -405568.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -405591.093750 Penalty: 2675.110596
	Iteration 14Q: 3 clusters Score -405591.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -405615.687500 Penalty: 2675.110596
	Iteration 15Q: 3 clusters Score -405615.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -405637.218750 Penalty: 2675.110596
	Iteration 16Q: 3 clusters Score -405637.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -405659.625000 Penalty: 2675.110596
	Iteration 17Q: 3 clusters Score -405659.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -405677.656250 Penalty: 2675.110596
	Iteration 18Q: 3 clusters Score -405677.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -405694.093750 Penalty: 2675.110596
	Iteration 19Q: 3 clusters Score -405694.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -405705.593750 Penalty: 2675.110596
	Iteration 20F: 3 clusters Score -405705.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -405718.937500 Penalty: 2675.110596
	Iteration 21Q: 3 clusters Score -405718.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -405735.093750 Penalty: 2675.110596
	Iteration 22Q: 3 clusters Score -405735.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -405752.906250 Penalty: 2675.110596
	Iteration 23Q: 3 clusters Score -405752.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -405777.781250 Penalty: 2675.110596
	Iteration 24Q: 3 clusters Score -405777.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -405806.906250 Penalty: 2675.110596
	Iteration 25Q: 3 clusters Score -405806.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -405828.250000 Penalty: 2675.110596
	Iteration 26Q: 3 clusters Score -405828.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -405850.281250 Penalty: 2675.110596
	Iteration 27Q: 3 clusters Score -405850.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -405877.062500 Penalty: 2675.110596
	Iteration 28Q: 3 clusters Score -405877.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -405902.562500 Penalty: 2675.110596
	Iteration 29Q: 3 clusters Score -405902.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -405924.312500 Penalty: 2675.110596
	Iteration 30Q: 3 clusters Score -405924.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -405943.968750 Penalty: 2675.110596
	Iteration 31Q: 3 clusters Score -405944 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -405962.750000 Penalty: 2675.110596
	Iteration 32Q: 3 clusters Score -405962.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -405982.812500 Penalty: 2675.110596
	Iteration 33Q: 3 clusters Score -405982.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -406001.750000 Penalty: 2675.110596
	Iteration 34Q: 3 clusters Score -406001.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -406023.468750 Penalty: 2675.110596
	Iteration 35Q: 3 clusters Score -406023.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -406035.375000 Penalty: 2675.110596
	Iteration 36Q: 3 clusters Score -406035.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -406045.343750 Penalty: 2675.110596
	Iteration 37Q: 3 clusters Score -406045.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -406057.000000 Penalty: 2675.110596
	Iteration 38Q: 3 clusters Score -406057 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -406067.093750 Penalty: 2675.110596
	Iteration 39Q: 3 clusters Score -406067.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -406076.531250 Penalty: 2675.110596
	Iteration 40F: 3 clusters Score -406076.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -406092.843750 Penalty: 2675.110596
	Iteration 41Q: 3 clusters Score -406092.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -406101.750000 Penalty: 2675.110596
	Iteration 42Q: 3 clusters Score -406101.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -406108.281250 Penalty: 2675.110596
	Iteration 43Q: 3 clusters Score -406108.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -406115.593750 Penalty: 2675.110596
	Iteration 44Q: 3 clusters Score -406115.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -406124.000000 Penalty: 2675.110596
	Iteration 45Q: 3 clusters Score -406124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -406129.000000 Penalty: 2675.110596
	Iteration 46Q: 3 clusters Score -406129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -406130.343750 Penalty: 2675.110596
	Iteration 47Q: 3 clusters Score -406130.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -406132.031250 Penalty: 2675.110596
	Iteration 48Q: 3 clusters Score -406132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -406134.062500 Penalty: 2675.110596
	Iteration 49Q: 3 clusters Score -406134.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -406136.968750 Penalty: 2675.110596
	Iteration 50Q: 3 clusters Score -406137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -406138.625000 Penalty: 2675.110596
	Iteration 51Q: 3 clusters Score -406138.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -406138.875000 Penalty: 2675.110596
	Iteration 52Q: 3 clusters Score -406138.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -406139.218750 Penalty: 2675.110596
	Iteration 53Q: 3 clusters Score -406139.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -406139.218750 Penalty: 2675.110596
	Iteration 54F: 3 clusters Score -406139.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (7296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Entering Unmasked Estep 
Score: -860896.812500 Penalty: 1445.450806
	Iteration 0F: 2 clusters Score -860896.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -855480.625000 Penalty: 2890.901611
	Iteration 0F: 3 clusters Score -855480.6 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -857127.375000 Penalty: 2890.901611
	Iteration 1F: 3 clusters Score -857127.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -857371.937500 Penalty: 2890.901611
	Iteration 2F: 3 clusters Score -857371.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -857607.000000 Penalty: 2890.901611
	Iteration 3Q: 3 clusters Score -857607 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -857870.375000 Penalty: 2890.901611
	Iteration 4Q: 3 clusters Score -857870.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -858106.125000 Penalty: 2890.901611
	Iteration 5Q: 3 clusters Score -858106.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -858360.000000 Penalty: 2890.901611
	Iteration 6Q: 3 clusters Score -858360 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -858587.812500 Penalty: 2890.901611
	Iteration 7Q: 3 clusters Score -858587.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -858825.250000 Penalty: 2890.901611
	Iteration 8Q: 3 clusters Score -858825.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -859074.250000 Penalty: 2890.901611
	Iteration 9F: 3 clusters Score -859074.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -859311.625000 Penalty: 2890.901611
	Iteration 10Q: 3 clusters Score -859311.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -859521.187500 Penalty: 2890.901611
	Iteration 11Q: 3 clusters Score -859521.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -859683.250000 Penalty: 2890.901611
	Iteration 12Q: 3 clusters Score -859683.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -859786.062500 Penalty: 2890.901611
	Iteration 13Q: 3 clusters Score -859786.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -859855.000000 Penalty: 2890.901611
	Iteration 14Q: 3 clusters Score -859855 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -859893.812500 Penalty: 2890.901611
	Iteration 15Q: 3 clusters Score -859893.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -859922.750000 Penalty: 2890.901611
	Iteration 16Q: 3 clusters Score -859922.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -859949.375000 Penalty: 2890.901611
	Iteration 17Q: 3 clusters Score -859949.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -859967.375000 Penalty: 2890.901611
	Iteration 18Q: 3 clusters Score -859967.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -859981.750000 Penalty: 2890.901611
	Iteration 19Q: 3 clusters Score -859981.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -859994.125000 Penalty: 2890.901611
	Iteration 20F: 3 clusters Score -859994.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -860001.437500 Penalty: 2890.901611
	Iteration 21Q: 3 clusters Score -860001.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -860014.062500 Penalty: 2890.901611
	Iteration 22Q: 3 clusters Score -860014.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -860024.750000 Penalty: 2890.901611
	Iteration 23Q: 3 clusters Score -860024.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -860031.750000 Penalty: 2890.901611
	Iteration 24Q: 3 clusters Score -860031.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -860039.062500 Penalty: 2890.901611
	Iteration 25Q: 3 clusters Score -860039.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -860042.687500 Penalty: 2890.901611
	Iteration 26Q: 3 clusters Score -860042.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -860046.437500 Penalty: 2890.901611
	Iteration 27Q: 3 clusters Score -860046.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -860046.250000 Penalty: 2890.901611
	Iteration 28Q: 3 clusters Score -860046.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -860047.750000 Penalty: 2890.901611
	Iteration 29Q: 3 clusters Score -860047.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -860047.250000 Penalty: 2890.901611
	Iteration 30Q: 3 clusters Score -860047.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -860048.875000 Penalty: 2890.901611
	Iteration 31Q: 3 clusters Score -860048.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -860050.000000 Penalty: 2890.901611
	Iteration 32Q: 3 clusters Score -860050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -860047.562500 Penalty: 2890.901611
	Iteration 33Q: 3 clusters Score -860047.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -860048.500000 Penalty: 2890.901611
	Iteration 34Q: 3 clusters Score -860048.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -860049.625000 Penalty: 2890.901611
	Iteration 35Q: 3 clusters Score -860049.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -860049.812500 Penalty: 2890.901611
	Iteration 36Q: 3 clusters Score -860049.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -860051.000000 Penalty: 2890.901611
	Iteration 37Q: 3 clusters Score -860051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -860051.000000 Penalty: 2890.901611
	Iteration 38F: 3 clusters Score -860051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Entering Unmasked Estep 
Score: -766736.187500 Penalty: 1441.505615
	Iteration 0F: 2 clusters Score -766736.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -761430.312500 Penalty: 2883.011230
	Iteration 0F: 3 clusters Score -761430.3 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -763073.250000 Penalty: 2883.011230
	Iteration 1F: 3 clusters Score -763073.2 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -763336.687500 Penalty: 2883.011230
	Iteration 2F: 3 clusters Score -763336.7 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -763577.750000 Penalty: 2883.011230
	Iteration 3F: 3 clusters Score -763577.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -763774.500000 Penalty: 2883.011230
	Iteration 4Q: 3 clusters Score -763774.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -763989.500000 Penalty: 2883.011230
	Iteration 5Q: 3 clusters Score -763989.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -764182.937500 Penalty: 2883.011230
	Iteration 6Q: 3 clusters Score -764182.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -764369.687500 Penalty: 2883.011230
	Iteration 7Q: 3 clusters Score -764369.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -764564.875000 Penalty: 2883.011230
	Iteration 8Q: 3 clusters Score -764564.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -764756.437500 Penalty: 2883.011230
	Iteration 9Q: 3 clusters Score -764756.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -764955.375000 Penalty: 2883.011230
	Iteration 10Q: 3 clusters Score -764955.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -765130.875000 Penalty: 2883.011230
	Iteration 11Q: 3 clusters Score -765130.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -765307.750000 Penalty: 2883.011230
	Iteration 12Q: 3 clusters Score -765307.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -765419.000000 Penalty: 2883.011230
	Iteration 13Q: 3 clusters Score -765419 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -765488.312500 Penalty: 2883.011230
	Iteration 14Q: 3 clusters Score -765488.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -765545.437500 Penalty: 2883.011230
	Iteration 15Q: 3 clusters Score -765545.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -765582.500000 Penalty: 2883.011230
	Iteration 16Q: 3 clusters Score -765582.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -765605.000000 Penalty: 2883.011230
	Iteration 17Q: 3 clusters Score -765605 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -765620.000000 Penalty: 2883.011230
	Iteration 18Q: 3 clusters Score -765620 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -765632.812500 Penalty: 2883.011230
	Iteration 19Q: 3 clusters Score -765632.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -765644.062500 Penalty: 2883.011230
	Iteration 20F: 3 clusters Score -765644.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -765653.812500 Penalty: 2883.011230
	Iteration 21Q: 3 clusters Score -765653.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -765659.250000 Penalty: 2883.011230
	Iteration 22Q: 3 clusters Score -765659.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -765663.375000 Penalty: 2883.011230
	Iteration 23Q: 3 clusters Score -765663.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -765667.750000 Penalty: 2883.011230
	Iteration 24Q: 3 clusters Score -765667.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -765674.937500 Penalty: 2883.011230
	Iteration 25Q: 3 clusters Score -765674.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -765675.062500 Penalty: 2883.011230
	Iteration 26Q: 3 clusters Score -765675.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -765678.500000 Penalty: 2883.011230
	Iteration 27Q: 3 clusters Score -765678.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -765681.062500 Penalty: 2883.011230
	Iteration 28Q: 3 clusters Score -765681.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -765680.937500 Penalty: 2883.011230
	Iteration 29Q: 3 clusters Score -765680.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -765681.375000 Penalty: 2883.011230
	Iteration 30Q: 3 clusters Score -765681.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -765682.125000 Penalty: 2883.011230
	Iteration 31Q: 3 clusters Score -765682.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -765687.687500 Penalty: 2883.011230
	Iteration 32Q: 3 clusters Score -765687.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -765688.562500 Penalty: 2883.011230
	Iteration 33Q: 3 clusters Score -765688.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -765690.125000 Penalty: 2883.011230
	Iteration 34Q: 3 clusters Score -765690.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -765693.187500 Penalty: 2883.011230
	Iteration 35Q: 3 clusters Score -765693.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -765695.562500 Penalty: 2883.011230
	Iteration 36Q: 3 clusters Score -765695.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -765695.625000 Penalty: 2883.011230
	Iteration 37Q: 3 clusters Score -765695.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -765697.062500 Penalty: 2883.011230
	Iteration 38Q: 3 clusters Score -765697.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -765697.937500 Penalty: 2883.011230
	Iteration 39Q: 3 clusters Score -765697.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -765698.062500 Penalty: 2883.011230
	Iteration 40F: 3 clusters Score -765698.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -765698.125000 Penalty: 2883.011230
	Iteration 41Q: 3 clusters Score -765698.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -765698.125000 Penalty: 2883.011230
	Iteration 42F: 3 clusters Score -765698.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Entering Unmasked Estep 
Score: -34882.144531 Penalty: 960.504456
	Iteration 0F: 2 clusters Score -34882.14 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 188 members 
Entering Unmasked Estep 
Score: -33995.035156 Penalty: 1921.008911
	Iteration 0F: 3 clusters Score -33995.04 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -34151.671875 Penalty: 1921.008911
	Iteration 1F: 3 clusters Score -34151.67 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -34204.058594 Penalty: 1921.008911
	Iteration 2F: 3 clusters Score -34204.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -34224.347656 Penalty: 1921.008911
	Iteration 3Q: 3 clusters Score -34224.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -34243.214844 Penalty: 1921.008911
	Iteration 4Q: 3 clusters Score -34243.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -34262.214844 Penalty: 1921.008911
	Iteration 5Q: 3 clusters Score -34262.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -34304.679688 Penalty: 1921.008911
	Iteration 6Q: 3 clusters Score -34304.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -34329.207031 Penalty: 1921.008911
	Iteration 7Q: 3 clusters Score -34329.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -34345.742188 Penalty: 1921.008911
	Iteration 8Q: 3 clusters Score -34345.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -34359.781250 Penalty: 1921.008911
	Iteration 9Q: 3 clusters Score -34359.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -34363.757812 Penalty: 1921.008911
	Iteration 10Q: 3 clusters Score -34363.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -34364.390625 Penalty: 1921.008911
	Iteration 11Q: 3 clusters Score -34364.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -34365.378906 Penalty: 1921.008911
	Iteration 12F: 3 clusters Score -34365.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -34381.390625 Penalty: 1921.008911
	Iteration 13Q: 3 clusters Score -34381.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -34385.449219 Penalty: 1921.008911
	Iteration 14Q: 3 clusters Score -34385.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -34391.742188 Penalty: 1921.008911
	Iteration 15Q: 3 clusters Score -34391.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -34392.628906 Penalty: 1921.008911
	Iteration 16Q: 3 clusters Score -34392.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -34392.628906 Penalty: 1921.008911
	Iteration 17F: 3 clusters Score -34392.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (92099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92099 members 
Entering Unmasked Estep 
Score: -10964978.000000 Penalty: 1857.475586
	Iteration 0F: 2 clusters Score -1.096498e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46149 members 
Mstep: Class 2 contains 45950 members 
Entering Unmasked Estep 
Score: -10904000.000000 Penalty: 3714.951172
	Iteration 0F: 3 clusters Score -1.0904e+07 nChanged 43912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48203 members 
Mstep: Class 2 contains 43896 members 
Entering Unmasked Estep 
Score: -10929673.000000 Penalty: 3714.951172
	Iteration 1F: 3 clusters Score -1.092967e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49300 members 
Mstep: Class 2 contains 42799 members 
Entering Unmasked Estep 
Score: -10930597.000000 Penalty: 3714.951172
	Iteration 2Q: 3 clusters Score -1.09306e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50926 members 
Mstep: Class 2 contains 41173 members 
Entering Unmasked Estep 
Score: -10931685.000000 Penalty: 3714.951172
	Iteration 3Q: 3 clusters Score -1.093168e+07 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53291 members 
Mstep: Class 2 contains 38808 members 
Entering Unmasked Estep 
Score: -10933418.000000 Penalty: 3714.951172
	Iteration 4Q: 3 clusters Score -1.093342e+07 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56482 members 
Mstep: Class 2 contains 35617 members 
Entering Unmasked Estep 
Score: -10935913.000000 Penalty: 3714.951172
	Iteration 5F: 3 clusters Score -1.093591e+07 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60392 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -10939481.000000 Penalty: 3714.951172
	Iteration 6F: 3 clusters Score -1.093948e+07 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64543 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -10943745.000000 Penalty: 3714.951172
	Iteration 7F: 3 clusters Score -1.094374e+07 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68203 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -10948256.000000 Penalty: 3714.951172
	Iteration 8F: 3 clusters Score -1.094826e+07 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70931 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -10951666.000000 Penalty: 3714.951172
	Iteration 9F: 3 clusters Score -1.095167e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72855 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -10953427.000000 Penalty: 3714.951172
	Iteration 10Q: 3 clusters Score -1.095343e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74488 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -10954421.000000 Penalty: 3714.951172
	Iteration 11Q: 3 clusters Score -1.095442e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76009 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -10955262.000000 Penalty: 3714.951172
	Iteration 12Q: 3 clusters Score -1.095526e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77462 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -10955972.000000 Penalty: 3714.951172
	Iteration 13Q: 3 clusters Score -1.095597e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78881 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -10956754.000000 Penalty: 3714.951172
	Iteration 14Q: 3 clusters Score -1.095675e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80235 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -10957496.000000 Penalty: 3714.951172
	Iteration 15Q: 3 clusters Score -1.09575e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81468 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -10958288.000000 Penalty: 3714.951172
	Iteration 16Q: 3 clusters Score -1.095829e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82602 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -10958989.000000 Penalty: 3714.951172
	Iteration 17Q: 3 clusters Score -1.095899e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83627 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -10959592.000000 Penalty: 3714.951172
	Iteration 18Q: 3 clusters Score -1.095959e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84560 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -10960152.000000 Penalty: 3714.951172
	Iteration 19Q: 3 clusters Score -1.096015e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85366 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -10960574.000000 Penalty: 3714.951172
	Iteration 20F: 3 clusters Score -1.096057e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86052 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -10961028.000000 Penalty: 3714.951172
	Iteration 21Q: 3 clusters Score -1.096103e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86696 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -10961417.000000 Penalty: 3714.951172
	Iteration 22Q: 3 clusters Score -1.096142e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87286 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -10961673.000000 Penalty: 3714.951172
	Iteration 23Q: 3 clusters Score -1.096167e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87826 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -10961960.000000 Penalty: 3714.951172
	Iteration 24Q: 3 clusters Score -1.096196e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88310 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -10962200.000000 Penalty: 3714.951172
	Iteration 25Q: 3 clusters Score -1.09622e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88728 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -10962378.000000 Penalty: 3714.951172
	Iteration 26Q: 3 clusters Score -1.096238e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89078 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -10962541.000000 Penalty: 3714.951172
	Iteration 27Q: 3 clusters Score -1.096254e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89388 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -10962682.000000 Penalty: 3714.951172
	Iteration 28Q: 3 clusters Score -1.096268e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89674 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -10962773.000000 Penalty: 3714.951172
	Iteration 29Q: 3 clusters Score -1.096277e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89930 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -10962903.000000 Penalty: 3714.951172
	Iteration 30Q: 3 clusters Score -1.09629e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90132 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -10962956.000000 Penalty: 3714.951172
	Iteration 31Q: 3 clusters Score -1.096296e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90298 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -10963018.000000 Penalty: 3714.951172
	Iteration 32Q: 3 clusters Score -1.096302e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90466 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -10963077.000000 Penalty: 3714.951172
	Iteration 33Q: 3 clusters Score -1.096308e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90591 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -10963138.000000 Penalty: 3714.951172
	Iteration 34Q: 3 clusters Score -1.096314e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90700 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -10963173.000000 Penalty: 3714.951172
	Iteration 35Q: 3 clusters Score -1.096317e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90800 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -10963214.000000 Penalty: 3714.951172
	Iteration 36Q: 3 clusters Score -1.096321e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90904 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -10963261.000000 Penalty: 3714.951172
	Iteration 37Q: 3 clusters Score -1.096326e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90990 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -10963288.000000 Penalty: 3714.951172
	Iteration 38Q: 3 clusters Score -1.096329e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91060 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -10963319.000000 Penalty: 3714.951172
	Iteration 39Q: 3 clusters Score -1.096332e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91124 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -10963343.000000 Penalty: 3714.951172
	Iteration 40F: 3 clusters Score -1.096334e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91160 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -10963355.000000 Penalty: 3714.951172
	Iteration 41Q: 3 clusters Score -1.096336e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91185 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -10963360.000000 Penalty: 3714.951172
	Iteration 42Q: 3 clusters Score -1.096336e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91207 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -10963373.000000 Penalty: 3714.951172
	Iteration 43Q: 3 clusters Score -1.096337e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91237 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -10963390.000000 Penalty: 3714.951172
	Iteration 44Q: 3 clusters Score -1.096339e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91269 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -10963390.000000 Penalty: 3714.951172
	Iteration 45Q: 3 clusters Score -1.096339e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91282 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -10963394.000000 Penalty: 3714.951172
	Iteration 46Q: 3 clusters Score -1.096339e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91302 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -10963410.000000 Penalty: 3714.951172
	Iteration 47Q: 3 clusters Score -1.096341e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91319 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -10963424.000000 Penalty: 3714.951172
	Iteration 48Q: 3 clusters Score -1.096342e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91332 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -10963425.000000 Penalty: 3714.951172
	Iteration 49Q: 3 clusters Score -1.096342e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91344 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -10963420.000000 Penalty: 3714.951172
	Iteration 50Q: 3 clusters Score -1.096342e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91349 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -10963421.000000 Penalty: 3714.951172
	Iteration 51Q: 3 clusters Score -1.096342e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91365 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -10963426.000000 Penalty: 3714.951172
	Iteration 52Q: 3 clusters Score -1.096343e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91379 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -10963425.000000 Penalty: 3714.951172
	Iteration 53Q: 3 clusters Score -1.096342e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91387 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -10963435.000000 Penalty: 3714.951172
	Iteration 54Q: 3 clusters Score -1.096344e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91394 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -10963431.000000 Penalty: 3714.951172
	Iteration 55Q: 3 clusters Score -1.096343e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91400 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -10963430.000000 Penalty: 3714.951172
	Iteration 56Q: 3 clusters Score -1.096343e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91402 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -10963436.000000 Penalty: 3714.951172
	Iteration 57Q: 3 clusters Score -1.096344e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91408 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -10963437.000000 Penalty: 3714.951172
	Iteration 58Q: 3 clusters Score -1.096344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91412 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -10963440.000000 Penalty: 3714.951172
	Iteration 59Q: 3 clusters Score -1.096344e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91413 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -10963439.000000 Penalty: 3714.951172
	Iteration 60F: 3 clusters Score -1.096344e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91412 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -10963441.000000 Penalty: 3714.951172
	Iteration 61Q: 3 clusters Score -1.096344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91412 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -10963439.000000 Penalty: 3714.951172
	Iteration 62Q: 3 clusters Score -1.096344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91414 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -10963447.000000 Penalty: 3714.951172
	Iteration 63Q: 3 clusters Score -1.096345e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91422 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -10963447.000000 Penalty: 3714.951172
	Iteration 64Q: 3 clusters Score -1.096345e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91429 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -10963464.000000 Penalty: 3714.951172
	Iteration 65Q: 3 clusters Score -1.096346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91431 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -10963468.000000 Penalty: 3714.951172
	Iteration 66Q: 3 clusters Score -1.096347e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91432 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -10963471.000000 Penalty: 3714.951172
	Iteration 67Q: 3 clusters Score -1.096347e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91432 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -10963471.000000 Penalty: 3714.951172
	Iteration 68F: 3 clusters Score -1.096347e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (93152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93152 members 
Entering Unmasked Estep 
Score: -11072018.000000 Penalty: 1859.322998
	Iteration 0F: 2 clusters Score -1.107202e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46707 members 
Mstep: Class 2 contains 46445 members 
Entering Unmasked Estep 
Score: -11011130.000000 Penalty: 3718.645996
	Iteration 0F: 3 clusters Score -1.101113e+07 nChanged 44427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47834 members 
Mstep: Class 2 contains 45318 members 
Entering Unmasked Estep 
Score: -11036576.000000 Penalty: 3718.645996
	Iteration 1F: 3 clusters Score -1.103658e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48496 members 
Mstep: Class 2 contains 44656 members 
Entering Unmasked Estep 
Score: -11037405.000000 Penalty: 3718.645996
	Iteration 2Q: 3 clusters Score -1.10374e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49462 members 
Mstep: Class 2 contains 43690 members 
Entering Unmasked Estep 
Score: -11038415.000000 Penalty: 3718.645996
	Iteration 3Q: 3 clusters Score -1.103842e+07 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50908 members 
Mstep: Class 2 contains 42244 members 
Entering Unmasked Estep 
Score: -11039868.000000 Penalty: 3718.645996
	Iteration 4Q: 3 clusters Score -1.103987e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52950 members 
Mstep: Class 2 contains 40202 members 
Entering Unmasked Estep 
Score: -11042263.000000 Penalty: 3718.645996
	Iteration 5Q: 3 clusters Score -1.104226e+07 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55427 members 
Mstep: Class 2 contains 37725 members 
Entering Unmasked Estep 
Score: -11046151.000000 Penalty: 3718.645996
	Iteration 6F: 3 clusters Score -1.104615e+07 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57731 members 
Mstep: Class 2 contains 35421 members 
Entering Unmasked Estep 
Score: -11051264.000000 Penalty: 3718.645996
	Iteration 7F: 3 clusters Score -1.105126e+07 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59194 members 
Mstep: Class 2 contains 33958 members 
Entering Unmasked Estep 
Score: -11055550.000000 Penalty: 3718.645996
	Iteration 8F: 3 clusters Score -1.105555e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59881 members 
Mstep: Class 2 contains 33271 members 
Entering Unmasked Estep 
Score: -11057527.000000 Penalty: 3718.645996
	Iteration 9Q: 3 clusters Score -1.105753e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60318 members 
Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
Score: -11058450.000000 Penalty: 3718.645996
	Iteration 10Q: 3 clusters Score -1.105845e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60739 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
Score: -11059229.000000 Penalty: 3718.645996
	Iteration 11Q: 3 clusters Score -1.105923e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61200 members 
Mstep: Class 2 contains 31952 members 
Entering Unmasked Estep 
Score: -11060014.000000 Penalty: 3718.645996
	Iteration 12Q: 3 clusters Score -1.106001e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61552 members 
Mstep: Class 2 contains 31600 members 
Entering Unmasked Estep 
Score: -11060965.000000 Penalty: 3718.645996
	Iteration 13Q: 3 clusters Score -1.106096e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61772 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -11062105.000000 Penalty: 3718.645996
	Iteration 14Q: 3 clusters Score -1.10621e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61796 members 
Mstep: Class 2 contains 31356 members 
Entering Unmasked Estep 
Score: -11063448.000000 Penalty: 3718.645996
	Iteration 15Q: 3 clusters Score -1.106345e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61760 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -11064798.000000 Penalty: 3718.645996
	Iteration 16Q: 3 clusters Score -1.10648e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61631 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
Score: -11066052.000000 Penalty: 3718.645996
	Iteration 17Q: 3 clusters Score -1.106605e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61480 members 
Mstep: Class 2 contains 31672 members 
Entering Unmasked Estep 
Score: -11066823.000000 Penalty: 3718.645996
	Iteration 18Q: 3 clusters Score -1.106682e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61311 members 
Mstep: Class 2 contains 31841 members 
Entering Unmasked Estep 
Score: -11067494.000000 Penalty: 3718.645996
	Iteration 19Q: 3 clusters Score -1.106749e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61159 members 
Mstep: Class 2 contains 31993 members 
Entering Unmasked Estep 
Score: -11067972.000000 Penalty: 3718.645996
	Iteration 20F: 3 clusters Score -1.106797e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60971 members 
Mstep: Class 2 contains 32181 members 
Entering Unmasked Estep 
Score: -11068339.000000 Penalty: 3718.645996
	Iteration 21Q: 3 clusters Score -1.106834e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60750 members 
Mstep: Class 2 contains 32402 members 
Entering Unmasked Estep 
Score: -11068555.000000 Penalty: 3718.645996
	Iteration 22Q: 3 clusters Score -1.106856e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60542 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -11068668.000000 Penalty: 3718.645996
	Iteration 23Q: 3 clusters Score -1.106867e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60334 members 
Mstep: Class 2 contains 32818 members 
Entering Unmasked Estep 
Score: -11068664.000000 Penalty: 3718.645996
	Iteration 24Q: 3 clusters Score -1.106866e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60152 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -11068693.000000 Penalty: 3718.645996
	Iteration 25Q: 3 clusters Score -1.106869e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59951 members 
Mstep: Class 2 contains 33201 members 
Entering Unmasked Estep 
Score: -11068668.000000 Penalty: 3718.645996
	Iteration 26Q: 3 clusters Score -1.106867e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59738 members 
Mstep: Class 2 contains 33414 members 
Entering Unmasked Estep 
Score: -11068670.000000 Penalty: 3718.645996
	Iteration 27Q: 3 clusters Score -1.106867e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59509 members 
Mstep: Class 2 contains 33643 members 
Entering Unmasked Estep 
Score: -11068716.000000 Penalty: 3718.645996
	Iteration 28Q: 3 clusters Score -1.106872e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59249 members 
Mstep: Class 2 contains 33903 members 
Entering Unmasked Estep 
Score: -11068706.000000 Penalty: 3718.645996
	Iteration 29Q: 3 clusters Score -1.106871e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58990 members 
Mstep: Class 2 contains 34162 members 
Entering Unmasked Estep 
Score: -11068702.000000 Penalty: 3718.645996
	Iteration 30Q: 3 clusters Score -1.10687e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58743 members 
Mstep: Class 2 contains 34409 members 
Entering Unmasked Estep 
Score: -11068670.000000 Penalty: 3718.645996
	Iteration 31Q: 3 clusters Score -1.106867e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58529 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -11068689.000000 Penalty: 3718.645996
	Iteration 32Q: 3 clusters Score -1.106869e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58326 members 
Mstep: Class 2 contains 34826 members 
Entering Unmasked Estep 
Score: -11068682.000000 Penalty: 3718.645996
	Iteration 33Q: 3 clusters Score -1.106868e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58126 members 
Mstep: Class 2 contains 35026 members 
Entering Unmasked Estep 
Score: -11068703.000000 Penalty: 3718.645996
	Iteration 34Q: 3 clusters Score -1.10687e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57888 members 
Mstep: Class 2 contains 35264 members 
Entering Unmasked Estep 
Score: -11068676.000000 Penalty: 3718.645996
	Iteration 35Q: 3 clusters Score -1.106868e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57636 members 
Mstep: Class 2 contains 35516 members 
Entering Unmasked Estep 
Score: -11068657.000000 Penalty: 3718.645996
	Iteration 36Q: 3 clusters Score -1.106866e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57375 members 
Mstep: Class 2 contains 35777 members 
Entering Unmasked Estep 
Score: -11068635.000000 Penalty: 3718.645996
	Iteration 37Q: 3 clusters Score -1.106864e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57113 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -11068608.000000 Penalty: 3718.645996
	Iteration 38Q: 3 clusters Score -1.106861e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56852 members 
Mstep: Class 2 contains 36300 members 
Entering Unmasked Estep 
Score: -11068617.000000 Penalty: 3718.645996
	Iteration 39Q: 3 clusters Score -1.106862e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56611 members 
Mstep: Class 2 contains 36541 members 
Entering Unmasked Estep 
Score: -11068614.000000 Penalty: 3718.645996
	Iteration 40F: 3 clusters Score -1.106861e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56329 members 
Mstep: Class 2 contains 36823 members 
Entering Unmasked Estep 
Score: -11068632.000000 Penalty: 3718.645996
	Iteration 41Q: 3 clusters Score -1.106863e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56061 members 
Mstep: Class 2 contains 37091 members 
Entering Unmasked Estep 
Score: -11068597.000000 Penalty: 3718.645996
	Iteration 42Q: 3 clusters Score -1.10686e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55802 members 
Mstep: Class 2 contains 37350 members 
Entering Unmasked Estep 
Score: -11068588.000000 Penalty: 3718.645996
	Iteration 43Q: 3 clusters Score -1.106859e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55532 members 
Mstep: Class 2 contains 37620 members 
Entering Unmasked Estep 
Score: -11068572.000000 Penalty: 3718.645996
	Iteration 44Q: 3 clusters Score -1.106857e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55252 members 
Mstep: Class 2 contains 37900 members 
Entering Unmasked Estep 
Score: -11068546.000000 Penalty: 3718.645996
	Iteration 45Q: 3 clusters Score -1.106855e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54952 members 
Mstep: Class 2 contains 38200 members 
Entering Unmasked Estep 
Score: -11068544.000000 Penalty: 3718.645996
	Iteration 46Q: 3 clusters Score -1.106854e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54605 members 
Mstep: Class 2 contains 38547 members 
Entering Unmasked Estep 
Score: -11068500.000000 Penalty: 3718.645996
	Iteration 47Q: 3 clusters Score -1.10685e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54249 members 
Mstep: Class 2 contains 38903 members 
Entering Unmasked Estep 
Score: -11068481.000000 Penalty: 3718.645996
	Iteration 48Q: 3 clusters Score -1.106848e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53888 members 
Mstep: Class 2 contains 39264 members 
Entering Unmasked Estep 
Score: -11068445.000000 Penalty: 3718.645996
	Iteration 49Q: 3 clusters Score -1.106844e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53478 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -11068460.000000 Penalty: 3718.645996
	Iteration 50Q: 3 clusters Score -1.106846e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53084 members 
Mstep: Class 2 contains 40068 members 
Entering Unmasked Estep 
Score: -11068407.000000 Penalty: 3718.645996
	Iteration 51Q: 3 clusters Score -1.106841e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52708 members 
Mstep: Class 2 contains 40444 members 
Entering Unmasked Estep 
Score: -11068402.000000 Penalty: 3718.645996
	Iteration 52Q: 3 clusters Score -1.10684e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52352 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -11068375.000000 Penalty: 3718.645996
	Iteration 53Q: 3 clusters Score -1.106838e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51979 members 
Mstep: Class 2 contains 41173 members 
Entering Unmasked Estep 
Score: -11068369.000000 Penalty: 3718.645996
	Iteration 54Q: 3 clusters Score -1.106837e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51589 members 
Mstep: Class 2 contains 41563 members 
Entering Unmasked Estep 
Score: -11068316.000000 Penalty: 3718.645996
	Iteration 55Q: 3 clusters Score -1.106832e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51228 members 
Mstep: Class 2 contains 41924 members 
Entering Unmasked Estep 
Score: -11068278.000000 Penalty: 3718.645996
	Iteration 56Q: 3 clusters Score -1.106828e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50836 members 
Mstep: Class 2 contains 42316 members 
Entering Unmasked Estep 
Score: -11068310.000000 Penalty: 3718.645996
	Iteration 57Q: 3 clusters Score -1.106831e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50470 members 
Mstep: Class 2 contains 42682 members 
Entering Unmasked Estep 
Score: -11068285.000000 Penalty: 3718.645996
	Iteration 58Q: 3 clusters Score -1.106828e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50119 members 
Mstep: Class 2 contains 43033 members 
Entering Unmasked Estep 
Score: -11068271.000000 Penalty: 3718.645996
	Iteration 59Q: 3 clusters Score -1.106827e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49758 members 
Mstep: Class 2 contains 43394 members 
Entering Unmasked Estep 
Score: -11068287.000000 Penalty: 3718.645996
	Iteration 60F: 3 clusters Score -1.106829e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49376 members 
Mstep: Class 2 contains 43776 members 
Entering Unmasked Estep 
Score: -11068233.000000 Penalty: 3718.645996
	Iteration 61Q: 3 clusters Score -1.106823e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48966 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
Score: -11068207.000000 Penalty: 3718.645996
	Iteration 62Q: 3 clusters Score -1.106821e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48548 members 
Mstep: Class 2 contains 44604 members 
Entering Unmasked Estep 
Score: -11068161.000000 Penalty: 3718.645996
	Iteration 63Q: 3 clusters Score -1.106816e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48122 members 
Mstep: Class 2 contains 45030 members 
Entering Unmasked Estep 
Score: -11068152.000000 Penalty: 3718.645996
	Iteration 64Q: 3 clusters Score -1.106815e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47662 members 
Mstep: Class 2 contains 45490 members 
Entering Unmasked Estep 
Score: -11068157.000000 Penalty: 3718.645996
	Iteration 65Q: 3 clusters Score -1.106816e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47212 members 
Mstep: Class 2 contains 45940 members 
Entering Unmasked Estep 
Score: -11068182.000000 Penalty: 3718.645996
	Iteration 66Q: 3 clusters Score -1.106818e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46783 members 
Mstep: Class 2 contains 46369 members 
Entering Unmasked Estep 
Score: -11068202.000000 Penalty: 3718.645996
	Iteration 67Q: 3 clusters Score -1.10682e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46347 members 
Mstep: Class 2 contains 46805 members 
Entering Unmasked Estep 
Score: -11068206.000000 Penalty: 3718.645996
	Iteration 68Q: 3 clusters Score -1.106821e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45852 members 
Mstep: Class 2 contains 47300 members 
Entering Unmasked Estep 
Score: -11068212.000000 Penalty: 3718.645996
	Iteration 69Q: 3 clusters Score -1.106821e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45334 members 
Mstep: Class 2 contains 47818 members 
Entering Unmasked Estep 
Score: -11068191.000000 Penalty: 3718.645996
	Iteration 70Q: 3 clusters Score -1.106819e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44870 members 
Mstep: Class 2 contains 48282 members 
Entering Unmasked Estep 
Score: -11068165.000000 Penalty: 3718.645996
	Iteration 71Q: 3 clusters Score -1.106816e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44402 members 
Mstep: Class 2 contains 48750 members 
Entering Unmasked Estep 
Score: -11068121.000000 Penalty: 3718.645996
	Iteration 72Q: 3 clusters Score -1.106812e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43938 members 
Mstep: Class 2 contains 49214 members 
Entering Unmasked Estep 
Score: -11068049.000000 Penalty: 3718.645996
	Iteration 73Q: 3 clusters Score -1.106805e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43474 members 
Mstep: Class 2 contains 49678 members 
Entering Unmasked Estep 
Score: -11068039.000000 Penalty: 3718.645996
	Iteration 74Q: 3 clusters Score -1.106804e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43097 members 
Mstep: Class 2 contains 50055 members 
Entering Unmasked Estep 
Score: -11067995.000000 Penalty: 3718.645996
	Iteration 75Q: 3 clusters Score -1.1068e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42724 members 
Mstep: Class 2 contains 50428 members 
Entering Unmasked Estep 
Score: -11067975.000000 Penalty: 3718.645996
	Iteration 76Q: 3 clusters Score -1.106798e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42341 members 
Mstep: Class 2 contains 50811 members 
Entering Unmasked Estep 
Score: -11067973.000000 Penalty: 3718.645996
	Iteration 77Q: 3 clusters Score -1.106797e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41971 members 
Mstep: Class 2 contains 51181 members 
Entering Unmasked Estep 
Score: -11067925.000000 Penalty: 3718.645996
	Iteration 78Q: 3 clusters Score -1.106792e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 51561 members 
Entering Unmasked Estep 
Score: -11067906.000000 Penalty: 3718.645996
	Iteration 79Q: 3 clusters Score -1.106791e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41211 members 
Mstep: Class 2 contains 51941 members 
Entering Unmasked Estep 
Score: -11067886.000000 Penalty: 3718.645996
	Iteration 80F: 3 clusters Score -1.106789e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40885 members 
Mstep: Class 2 contains 52267 members 
Entering Unmasked Estep 
Score: -11067870.000000 Penalty: 3718.645996
	Iteration 81Q: 3 clusters Score -1.106787e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40516 members 
Mstep: Class 2 contains 52636 members 
Entering Unmasked Estep 
Score: -11067871.000000 Penalty: 3718.645996
	Iteration 82Q: 3 clusters Score -1.106787e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40165 members 
Mstep: Class 2 contains 52987 members 
Entering Unmasked Estep 
Score: -11067858.000000 Penalty: 3718.645996
	Iteration 83Q: 3 clusters Score -1.106786e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 53313 members 
Entering Unmasked Estep 
Score: -11067834.000000 Penalty: 3718.645996
	Iteration 84Q: 3 clusters Score -1.106783e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39518 members 
Mstep: Class 2 contains 53634 members 
Entering Unmasked Estep 
Score: -11067846.000000 Penalty: 3718.645996
	Iteration 85Q: 3 clusters Score -1.106785e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39269 members 
Mstep: Class 2 contains 53883 members 
Entering Unmasked Estep 
Score: -11067839.000000 Penalty: 3718.645996
	Iteration 86Q: 3 clusters Score -1.106784e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39037 members 
Mstep: Class 2 contains 54115 members 
Entering Unmasked Estep 
Score: -11067826.000000 Penalty: 3718.645996
	Iteration 87Q: 3 clusters Score -1.106783e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 54340 members 
Entering Unmasked Estep 
Score: -11067814.000000 Penalty: 3718.645996
	Iteration 88Q: 3 clusters Score -1.106781e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38570 members 
Mstep: Class 2 contains 54582 members 
Entering Unmasked Estep 
Score: -11067782.000000 Penalty: 3718.645996
	Iteration 89Q: 3 clusters Score -1.106778e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38342 members 
Mstep: Class 2 contains 54810 members 
Entering Unmasked Estep 
Score: -11067774.000000 Penalty: 3718.645996
	Iteration 90Q: 3 clusters Score -1.106777e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38110 members 
Mstep: Class 2 contains 55042 members 
Entering Unmasked Estep 
Score: -11067756.000000 Penalty: 3718.645996
	Iteration 91Q: 3 clusters Score -1.106776e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37918 members 
Mstep: Class 2 contains 55234 members 
Entering Unmasked Estep 
Score: -11067767.000000 Penalty: 3718.645996
	Iteration 92Q: 3 clusters Score -1.106777e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 55438 members 
Entering Unmasked Estep 
Score: -11067752.000000 Penalty: 3718.645996
	Iteration 93Q: 3 clusters Score -1.106775e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37542 members 
Mstep: Class 2 contains 55610 members 
Entering Unmasked Estep 
Score: -11067718.000000 Penalty: 3718.645996
	Iteration 94Q: 3 clusters Score -1.106772e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 55775 members 
Entering Unmasked Estep 
Score: -11067693.000000 Penalty: 3718.645996
	Iteration 95Q: 3 clusters Score -1.106769e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37217 members 
Mstep: Class 2 contains 55935 members 
Entering Unmasked Estep 
Score: -11067674.000000 Penalty: 3718.645996
	Iteration 96Q: 3 clusters Score -1.106767e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 56122 members 
Entering Unmasked Estep 
Score: -11067692.000000 Penalty: 3718.645996
	Iteration 97Q: 3 clusters Score -1.106769e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36844 members 
Mstep: Class 2 contains 56308 members 
Entering Unmasked Estep 
Score: -11067675.000000 Penalty: 3718.645996
	Iteration 98Q: 3 clusters Score -1.106768e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36641 members 
Mstep: Class 2 contains 56511 members 
Entering Unmasked Estep 
Score: -11067635.000000 Penalty: 3718.645996
	Iteration 99Q: 3 clusters Score -1.106764e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36454 members 
Mstep: Class 2 contains 56698 members 
Entering Unmasked Estep 
Score: -11067644.000000 Penalty: 3718.645996
	Iteration 100F: 3 clusters Score -1.106764e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36299 members 
Mstep: Class 2 contains 56853 members 
Entering Unmasked Estep 
Score: -11067643.000000 Penalty: 3718.645996
	Iteration 101Q: 3 clusters Score -1.106764e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36122 members 
Mstep: Class 2 contains 57030 members 
Entering Unmasked Estep 
Score: -11067647.000000 Penalty: 3718.645996
	Iteration 102Q: 3 clusters Score -1.106765e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35964 members 
Mstep: Class 2 contains 57188 members 
Entering Unmasked Estep 
Score: -11067657.000000 Penalty: 3718.645996
	Iteration 103Q: 3 clusters Score -1.106766e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35821 members 
Mstep: Class 2 contains 57331 members 
Entering Unmasked Estep 
Score: -11067636.000000 Penalty: 3718.645996
	Iteration 104Q: 3 clusters Score -1.106764e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35668 members 
Mstep: Class 2 contains 57484 members 
Entering Unmasked Estep 
Score: -11067622.000000 Penalty: 3718.645996
	Iteration 105Q: 3 clusters Score -1.106762e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35528 members 
Mstep: Class 2 contains 57624 members 
Entering Unmasked Estep 
Score: -11067603.000000 Penalty: 3718.645996
	Iteration 106Q: 3 clusters Score -1.10676e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35392 members 
Mstep: Class 2 contains 57760 members 
Entering Unmasked Estep 
Score: -11067615.000000 Penalty: 3718.645996
	Iteration 107Q: 3 clusters Score -1.106762e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35286 members 
Mstep: Class 2 contains 57866 members 
Entering Unmasked Estep 
Score: -11067602.000000 Penalty: 3718.645996
	Iteration 108Q: 3 clusters Score -1.10676e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35180 members 
Mstep: Class 2 contains 57972 members 
Entering Unmasked Estep 
Score: -11067619.000000 Penalty: 3718.645996
	Iteration 109Q: 3 clusters Score -1.106762e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35059 members 
Mstep: Class 2 contains 58093 members 
Entering Unmasked Estep 
Score: -11067603.000000 Penalty: 3718.645996
	Iteration 110Q: 3 clusters Score -1.10676e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34965 members 
Mstep: Class 2 contains 58187 members 
Entering Unmasked Estep 
Score: -11067595.000000 Penalty: 3718.645996
	Iteration 111Q: 3 clusters Score -1.10676e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 58274 members 
Entering Unmasked Estep 
Score: -11067581.000000 Penalty: 3718.645996
	Iteration 112Q: 3 clusters Score -1.106758e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34805 members 
Mstep: Class 2 contains 58347 members 
Entering Unmasked Estep 
Score: -11067595.000000 Penalty: 3718.645996
	Iteration 113Q: 3 clusters Score -1.10676e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34738 members 
Mstep: Class 2 contains 58414 members 
Entering Unmasked Estep 
Score: -11067566.000000 Penalty: 3718.645996
	Iteration 114Q: 3 clusters Score -1.106757e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34673 members 
Mstep: Class 2 contains 58479 members 
Entering Unmasked Estep 
Score: -11067575.000000 Penalty: 3718.645996
	Iteration 115Q: 3 clusters Score -1.106758e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 58531 members 
Entering Unmasked Estep 
Score: -11067542.000000 Penalty: 3718.645996
	Iteration 116Q: 3 clusters Score -1.106754e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34576 members 
Mstep: Class 2 contains 58576 members 
Entering Unmasked Estep 
Score: -11067534.000000 Penalty: 3718.645996
	Iteration 117Q: 3 clusters Score -1.106753e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34556 members 
Mstep: Class 2 contains 58596 members 
Entering Unmasked Estep 
Score: -11067535.000000 Penalty: 3718.645996
	Iteration 118Q: 3 clusters Score -1.106754e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 58619 members 
Entering Unmasked Estep 
Score: -11067529.000000 Penalty: 3718.645996
	Iteration 119Q: 3 clusters Score -1.106753e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 58637 members 
Entering Unmasked Estep 
Score: -11067526.000000 Penalty: 3718.645996
	Iteration 120F: 3 clusters Score -1.106753e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34502 members 
Mstep: Class 2 contains 58650 members 
Entering Unmasked Estep 
Score: -11067505.000000 Penalty: 3718.645996
	Iteration 121Q: 3 clusters Score -1.10675e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34492 members 
Mstep: Class 2 contains 58660 members 
Entering Unmasked Estep 
Score: -11067513.000000 Penalty: 3718.645996
	Iteration 122Q: 3 clusters Score -1.106751e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 58669 members 
Entering Unmasked Estep 
Score: -11067514.000000 Penalty: 3718.645996
	Iteration 123Q: 3 clusters Score -1.106751e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34476 members 
Mstep: Class 2 contains 58676 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1.106751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 58677 members 
Entering Unmasked Estep 
Score: -11067517.000000 Penalty: 3718.645996
	Iteration 125Q: 3 clusters Score -1.106752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34473 members 
Mstep: Class 2 contains 58679 members 
Entering Unmasked Estep 
Score: -11067509.000000 Penalty: 3718.645996
	Iteration 126Q: 3 clusters Score -1.106751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34470 members 
Mstep: Class 2 contains 58682 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1.106751e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34468 members 
Mstep: Class 2 contains 58684 members 
Entering Unmasked Estep 
Score: -11067511.000000 Penalty: 3718.645996
	Iteration 128Q: 3 clusters Score -1.106751e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34462 members 
Mstep: Class 2 contains 58690 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1.106751e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 58702 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1.106751e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34444 members 
Mstep: Class 2 contains 58708 members 
Entering Unmasked Estep 
Score: -11067514.000000 Penalty: 3718.645996
	Iteration 131Q: 3 clusters Score -1.106751e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 58716 members 
Entering Unmasked Estep 
Score: -11067501.000000 Penalty: 3718.645996
	Iteration 132Q: 3 clusters Score -1.10675e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 58721 members 
Entering Unmasked Estep 
Score: -11067503.000000 Penalty: 3718.645996
	Iteration 133Q: 3 clusters Score -1.10675e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 58726 members 
Entering Unmasked Estep 
Score: -11067499.000000 Penalty: 3718.645996
	Iteration 134Q: 3 clusters Score -1.10675e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34422 members 
Mstep: Class 2 contains 58730 members 
Entering Unmasked Estep 
Score: -11067500.000000 Penalty: 3718.645996
	Iteration 135Q: 3 clusters Score -1.10675e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 58737 members 
Entering Unmasked Estep 
Score: -11067503.000000 Penalty: 3718.645996
	Iteration 136Q: 3 clusters Score -1.10675e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 58744 members 
Entering Unmasked Estep 
Score: -11067506.000000 Penalty: 3718.645996
	Iteration 137Q: 3 clusters Score -1.106751e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34403 members 
Mstep: Class 2 contains 58749 members 
Entering Unmasked Estep 
Score: -11067513.000000 Penalty: 3718.645996
	Iteration 138Q: 3 clusters Score -1.106751e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34399 members 
Mstep: Class 2 contains 58753 members 
Entering Unmasked Estep 
Score: -11067503.000000 Penalty: 3718.645996
	Iteration 139Q: 3 clusters Score -1.10675e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34391 members 
Mstep: Class 2 contains 58761 members 
Entering Unmasked Estep 
Score: -11067498.000000 Penalty: 3718.645996
	Iteration 140F: 3 clusters Score -1.10675e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34385 members 
Mstep: Class 2 contains 58767 members 
Entering Unmasked Estep 
Score: -11067489.000000 Penalty: 3718.645996
	Iteration 141Q: 3 clusters Score -1.106749e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34380 members 
Mstep: Class 2 contains 58772 members 
Entering Unmasked Estep 
Score: -11067488.000000 Penalty: 3718.645996
	Iteration 142Q: 3 clusters Score -1.106749e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34376 members 
Mstep: Class 2 contains 58776 members 
Entering Unmasked Estep 
Score: -11067494.000000 Penalty: 3718.645996
	Iteration 143Q: 3 clusters Score -1.106749e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34372 members 
Mstep: Class 2 contains 58780 members 
Entering Unmasked Estep 
Score: -11067487.000000 Penalty: 3718.645996
	Iteration 144Q: 3 clusters Score -1.106749e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34366 members 
Mstep: Class 2 contains 58786 members 
Entering Unmasked Estep 
Score: -11067486.000000 Penalty: 3718.645996
	Iteration 145Q: 3 clusters Score -1.106749e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34363 members 
Mstep: Class 2 contains 58789 members 
Entering Unmasked Estep 
Score: -11067487.000000 Penalty: 3718.645996
	Iteration 146Q: 3 clusters Score -1.106749e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34350 members 
Mstep: Class 2 contains 58802 members 
Entering Unmasked Estep 
Score: -11067477.000000 Penalty: 3718.645996
	Iteration 147Q: 3 clusters Score -1.106748e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34332 members 
Mstep: Class 2 contains 58820 members 
Entering Unmasked Estep 
Score: -11067473.000000 Penalty: 3718.645996
	Iteration 148Q: 3 clusters Score -1.106747e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34320 members 
Mstep: Class 2 contains 58832 members 
Entering Unmasked Estep 
Score: -11067477.000000 Penalty: 3718.645996
	Iteration 149Q: 3 clusters Score -1.106748e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34306 members 
Mstep: Class 2 contains 58846 members 
Entering Unmasked Estep 
Score: -11067477.000000 Penalty: 3718.645996
	Iteration 150Q: 3 clusters Score -1.106748e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34294 members 
Mstep: Class 2 contains 58858 members 
Entering Unmasked Estep 
Score: -11067471.000000 Penalty: 3718.645996
	Iteration 151Q: 3 clusters Score -1.106747e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 58875 members 
Entering Unmasked Estep 
Score: -11067486.000000 Penalty: 3718.645996
	Iteration 152Q: 3 clusters Score -1.106749e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34261 members 
Mstep: Class 2 contains 58891 members 
Entering Unmasked Estep 
Score: -11067476.000000 Penalty: 3718.645996
	Iteration 153Q: 3 clusters Score -1.106748e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 58903 members 
Entering Unmasked Estep 
Score: -11067480.000000 Penalty: 3718.645996
	Iteration 154Q: 3 clusters Score -1.106748e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34239 members 
Mstep: Class 2 contains 58913 members 
Entering Unmasked Estep 
Score: -11067480.000000 Penalty: 3718.645996
	Iteration 155Q: 3 clusters Score -1.106748e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34232 members 
Mstep: Class 2 contains 58920 members 
Entering Unmasked Estep 
Score: -11067481.000000 Penalty: 3718.645996
	Iteration 156Q: 3 clusters Score -1.106748e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34220 members 
Mstep: Class 2 contains 58932 members 
Entering Unmasked Estep 
Score: -11067485.000000 Penalty: 3718.645996
	Iteration 157Q: 3 clusters Score -1.106748e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34209 members 
Mstep: Class 2 contains 58943 members 
Entering Unmasked Estep 
Score: -11067478.000000 Penalty: 3718.645996
	Iteration 158Q: 3 clusters Score -1.106748e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 58953 members 
Entering Unmasked Estep 
Score: -11067481.000000 Penalty: 3718.645996
	Iteration 159Q: 3 clusters Score -1.106748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34194 members 
Mstep: Class 2 contains 58958 members 
Entering Unmasked Estep 
Score: -11067489.000000 Penalty: 3718.645996
	Iteration 160F: 3 clusters Score -1.106749e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34192 members 
Mstep: Class 2 contains 58960 members 
Entering Unmasked Estep 
Score: -11067487.000000 Penalty: 3718.645996
	Iteration 161Q: 3 clusters Score -1.106749e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Mstep: Class 2 contains 58961 members 
Entering Unmasked Estep 
Score: -11067481.000000 Penalty: 3718.645996
	Iteration 162Q: 3 clusters Score -1.106748e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Mstep: Class 2 contains 58961 members 
Entering Unmasked Estep 
Score: -11067481.000000 Penalty: 3718.645996
	Iteration 163F: 3 clusters Score -1.106748e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (120667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120667 members 
Entering Unmasked Estep 
Score: -14330700.000000 Penalty: 1901.378418
	Iteration 0F: 2 clusters Score -1.43307e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60293 members 
Mstep: Class 2 contains 60374 members 
Entering Unmasked Estep 
Score: -14257036.000000 Penalty: 3802.756836
	Iteration 0F: 3 clusters Score -1.425704e+07 nChanged 57902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59741 members 
Mstep: Class 2 contains 60926 members 
Entering Unmasked Estep 
Score: -14290928.000000 Penalty: 3802.756836
	Iteration 1F: 3 clusters Score -1.429093e+07 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59748 members 
Mstep: Class 2 contains 60919 members 
Entering Unmasked Estep 
Score: -14291999.000000 Penalty: 3802.756836
	Iteration 2Q: 3 clusters Score -1.4292e+07 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59795 members 
Mstep: Class 2 contains 60872 members 
Entering Unmasked Estep 
Score: -14293392.000000 Penalty: 3802.756836
	Iteration 3Q: 3 clusters Score -1.429339e+07 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59869 members 
Mstep: Class 2 contains 60798 members 
Entering Unmasked Estep 
Score: -14295468.000000 Penalty: 3802.756836
	Iteration 4Q: 3 clusters Score -1.429547e+07 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60110 members 
Mstep: Class 2 contains 60557 members 
Entering Unmasked Estep 
Score: -14299071.000000 Penalty: 3802.756836
	Iteration 5Q: 3 clusters Score -1.429907e+07 nChanged 7308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60646 members 
Mstep: Class 2 contains 60021 members 
Entering Unmasked Estep 
Score: -14304499.000000 Penalty: 3802.756836
	Iteration 6F: 3 clusters Score -1.43045e+07 nChanged 8290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61354 members 
Mstep: Class 2 contains 59313 members 
Entering Unmasked Estep 
Score: -14310913.000000 Penalty: 3802.756836
	Iteration 7F: 3 clusters Score -1.431091e+07 nChanged 7133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62167 members 
Mstep: Class 2 contains 58500 members 
Entering Unmasked Estep 
Score: -14314531.000000 Penalty: 3802.756836
	Iteration 8F: 3 clusters Score -1.431453e+07 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62944 members 
Mstep: Class 2 contains 57723 members 
Entering Unmasked Estep 
Score: -14315811.000000 Penalty: 3802.756836
	Iteration 9Q: 3 clusters Score -1.431581e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63704 members 
Mstep: Class 2 contains 56963 members 
Entering Unmasked Estep 
Score: -14316110.000000 Penalty: 3802.756836
	Iteration 10Q: 3 clusters Score -1.431611e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64513 members 
Mstep: Class 2 contains 56154 members 
Entering Unmasked Estep 
Score: -14316322.000000 Penalty: 3802.756836
	Iteration 11Q: 3 clusters Score -1.431632e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65371 members 
Mstep: Class 2 contains 55296 members 
Entering Unmasked Estep 
Score: -14316497.000000 Penalty: 3802.756836
	Iteration 12Q: 3 clusters Score -1.43165e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66270 members 
Mstep: Class 2 contains 54397 members 
Entering Unmasked Estep 
Score: -14316754.000000 Penalty: 3802.756836
	Iteration 13Q: 3 clusters Score -1.431675e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67253 members 
Mstep: Class 2 contains 53414 members 
Entering Unmasked Estep 
Score: -14317022.000000 Penalty: 3802.756836
	Iteration 14Q: 3 clusters Score -1.431702e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68320 members 
Mstep: Class 2 contains 52347 members 
Entering Unmasked Estep 
Score: -14317313.000000 Penalty: 3802.756836
	Iteration 15Q: 3 clusters Score -1.431731e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69413 members 
Mstep: Class 2 contains 51254 members 
Entering Unmasked Estep 
Score: -14317736.000000 Penalty: 3802.756836
	Iteration 16Q: 3 clusters Score -1.431774e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70596 members 
Mstep: Class 2 contains 50071 members 
Entering Unmasked Estep 
Score: -14318190.000000 Penalty: 3802.756836
	Iteration 17Q: 3 clusters Score -1.431819e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71832 members 
Mstep: Class 2 contains 48835 members 
Entering Unmasked Estep 
Score: -14318773.000000 Penalty: 3802.756836
	Iteration 18Q: 3 clusters Score -1.431877e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73151 members 
Mstep: Class 2 contains 47516 members 
Entering Unmasked Estep 
Score: -14319473.000000 Penalty: 3802.756836
	Iteration 19Q: 3 clusters Score -1.431947e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74508 members 
Mstep: Class 2 contains 46159 members 
Entering Unmasked Estep 
Score: -14320585.000000 Penalty: 3802.756836
	Iteration 20F: 3 clusters Score -1.432058e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75842 members 
Mstep: Class 2 contains 44825 members 
Entering Unmasked Estep 
Score: -14321927.000000 Penalty: 3802.756836
	Iteration 21Q: 3 clusters Score -1.432193e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77080 members 
Mstep: Class 2 contains 43587 members 
Entering Unmasked Estep 
Score: -14323197.000000 Penalty: 3802.756836
	Iteration 22Q: 3 clusters Score -1.43232e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78155 members 
Mstep: Class 2 contains 42512 members 
Entering Unmasked Estep 
Score: -14324390.000000 Penalty: 3802.756836
	Iteration 23Q: 3 clusters Score -1.432439e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78967 members 
Mstep: Class 2 contains 41700 members 
Entering Unmasked Estep 
Score: -14325480.000000 Penalty: 3802.756836
	Iteration 24Q: 3 clusters Score -1.432548e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79615 members 
Mstep: Class 2 contains 41052 members 
Entering Unmasked Estep 
Score: -14326458.000000 Penalty: 3802.756836
	Iteration 25Q: 3 clusters Score -1.432646e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80164 members 
Mstep: Class 2 contains 40503 members 
Entering Unmasked Estep 
Score: -14327093.000000 Penalty: 3802.756836
	Iteration 26Q: 3 clusters Score -1.432709e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80541 members 
Mstep: Class 2 contains 40126 members 
Entering Unmasked Estep 
Score: -14327666.000000 Penalty: 3802.756836
	Iteration 27Q: 3 clusters Score -1.432767e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80866 members 
Mstep: Class 2 contains 39801 members 
Entering Unmasked Estep 
Score: -14328208.000000 Penalty: 3802.756836
	Iteration 28Q: 3 clusters Score -1.432821e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81114 members 
Mstep: Class 2 contains 39553 members 
Entering Unmasked Estep 
Score: -14328654.000000 Penalty: 3802.756836
	Iteration 29Q: 3 clusters Score -1.432865e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81315 members 
Mstep: Class 2 contains 39352 members 
Entering Unmasked Estep 
Score: -14328942.000000 Penalty: 3802.756836
	Iteration 30Q: 3 clusters Score -1.432894e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81491 members 
Mstep: Class 2 contains 39176 members 
Entering Unmasked Estep 
Score: -14329175.000000 Penalty: 3802.756836
	Iteration 31Q: 3 clusters Score -1.432918e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81655 members 
Mstep: Class 2 contains 39012 members 
Entering Unmasked Estep 
Score: -14329384.000000 Penalty: 3802.756836
	Iteration 32Q: 3 clusters Score -1.432938e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81828 members 
Mstep: Class 2 contains 38839 members 
Entering Unmasked Estep 
Score: -14329483.000000 Penalty: 3802.756836
	Iteration 33Q: 3 clusters Score -1.432948e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81990 members 
Mstep: Class 2 contains 38677 members 
Entering Unmasked Estep 
Score: -14329560.000000 Penalty: 3802.756836
	Iteration 34Q: 3 clusters Score -1.432956e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82212 members 
Mstep: Class 2 contains 38455 members 
Entering Unmasked Estep 
Score: -14329655.000000 Penalty: 3802.756836
	Iteration 35Q: 3 clusters Score -1.432966e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82473 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -14329679.000000 Penalty: 3802.756836
	Iteration 36Q: 3 clusters Score -1.432968e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82776 members 
Mstep: Class 2 contains 37891 members 
Entering Unmasked Estep 
Score: -14329665.000000 Penalty: 3802.756836
	Iteration 37Q: 3 clusters Score -1.432966e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83083 members 
Mstep: Class 2 contains 37584 members 
Entering Unmasked Estep 
Score: -14329642.000000 Penalty: 3802.756836
	Iteration 38Q: 3 clusters Score -1.432964e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83385 members 
Mstep: Class 2 contains 37282 members 
Entering Unmasked Estep 
Score: -14329589.000000 Penalty: 3802.756836
	Iteration 39Q: 3 clusters Score -1.432959e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83675 members 
Mstep: Class 2 contains 36992 members 
Entering Unmasked Estep 
Score: -14329582.000000 Penalty: 3802.756836
	Iteration 40F: 3 clusters Score -1.432958e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83957 members 
Mstep: Class 2 contains 36710 members 
Entering Unmasked Estep 
Score: -14329550.000000 Penalty: 3802.756836
	Iteration 41Q: 3 clusters Score -1.432955e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84265 members 
Mstep: Class 2 contains 36402 members 
Entering Unmasked Estep 
Score: -14329562.000000 Penalty: 3802.756836
	Iteration 42Q: 3 clusters Score -1.432956e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84559 members 
Mstep: Class 2 contains 36108 members 
Entering Unmasked Estep 
Score: -14329533.000000 Penalty: 3802.756836
	Iteration 43Q: 3 clusters Score -1.432953e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84887 members 
Mstep: Class 2 contains 35780 members 
Entering Unmasked Estep 
Score: -14329493.000000 Penalty: 3802.756836
	Iteration 44Q: 3 clusters Score -1.432949e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85190 members 
Mstep: Class 2 contains 35477 members 
Entering Unmasked Estep 
Score: -14329440.000000 Penalty: 3802.756836
	Iteration 45Q: 3 clusters Score -1.432944e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85465 members 
Mstep: Class 2 contains 35202 members 
Entering Unmasked Estep 
Score: -14329387.000000 Penalty: 3802.756836
	Iteration 46Q: 3 clusters Score -1.432939e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85729 members 
Mstep: Class 2 contains 34938 members 
Entering Unmasked Estep 
Score: -14329326.000000 Penalty: 3802.756836
	Iteration 47Q: 3 clusters Score -1.432933e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86011 members 
Mstep: Class 2 contains 34656 members 
Entering Unmasked Estep 
Score: -14329317.000000 Penalty: 3802.756836
	Iteration 48Q: 3 clusters Score -1.432932e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86299 members 
Mstep: Class 2 contains 34368 members 
Entering Unmasked Estep 
Score: -14329319.000000 Penalty: 3802.756836
	Iteration 49Q: 3 clusters Score -1.432932e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86593 members 
Mstep: Class 2 contains 34074 members 
Entering Unmasked Estep 
Score: -14329319.000000 Penalty: 3802.756836
	Iteration 50Q: 3 clusters Score -1.432932e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86872 members 
Mstep: Class 2 contains 33795 members 
Entering Unmasked Estep 
Score: -14329331.000000 Penalty: 3802.756836
	Iteration 51Q: 3 clusters Score -1.432933e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87111 members 
Mstep: Class 2 contains 33556 members 
Entering Unmasked Estep 
Score: -14329345.000000 Penalty: 3802.756836
	Iteration 52Q: 3 clusters Score -1.432934e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87386 members 
Mstep: Class 2 contains 33281 members 
Entering Unmasked Estep 
Score: -14329393.000000 Penalty: 3802.756836
	Iteration 53Q: 3 clusters Score -1.432939e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87691 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -14329419.000000 Penalty: 3802.756836
	Iteration 54Q: 3 clusters Score -1.432942e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88040 members 
Mstep: Class 2 contains 32627 members 
Entering Unmasked Estep 
Score: -14329472.000000 Penalty: 3802.756836
	Iteration 55Q: 3 clusters Score -1.432947e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88428 members 
Mstep: Class 2 contains 32239 members 
Entering Unmasked Estep 
Score: -14329483.000000 Penalty: 3802.756836
	Iteration 56Q: 3 clusters Score -1.432948e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88805 members 
Mstep: Class 2 contains 31862 members 
Entering Unmasked Estep 
Score: -14329513.000000 Penalty: 3802.756836
	Iteration 57Q: 3 clusters Score -1.432951e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89213 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -14329547.000000 Penalty: 3802.756836
	Iteration 58Q: 3 clusters Score -1.432955e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89635 members 
Mstep: Class 2 contains 31032 members 
Entering Unmasked Estep 
Score: -14329558.000000 Penalty: 3802.756836
	Iteration 59Q: 3 clusters Score -1.432956e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90065 members 
Mstep: Class 2 contains 30602 members 
Entering Unmasked Estep 
Score: -14329570.000000 Penalty: 3802.756836
	Iteration 60F: 3 clusters Score -1.432957e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90490 members 
Mstep: Class 2 contains 30177 members 
Entering Unmasked Estep 
Score: -14329592.000000 Penalty: 3802.756836
	Iteration 61Q: 3 clusters Score -1.432959e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90939 members 
Mstep: Class 2 contains 29728 members 
Entering Unmasked Estep 
Score: -14329608.000000 Penalty: 3802.756836
	Iteration 62Q: 3 clusters Score -1.432961e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91370 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -14329550.000000 Penalty: 3802.756836
	Iteration 63Q: 3 clusters Score -1.432955e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91790 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -14329502.000000 Penalty: 3802.756836
	Iteration 64Q: 3 clusters Score -1.43295e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92211 members 
Mstep: Class 2 contains 28456 members 
Entering Unmasked Estep 
Score: -14329522.000000 Penalty: 3802.756836
	Iteration 65Q: 3 clusters Score -1.432952e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92674 members 
Mstep: Class 2 contains 27993 members 
Entering Unmasked Estep 
Score: -14329486.000000 Penalty: 3802.756836
	Iteration 66Q: 3 clusters Score -1.432949e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93167 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -14329503.000000 Penalty: 3802.756836
	Iteration 67Q: 3 clusters Score -1.43295e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93665 members 
Mstep: Class 2 contains 27002 members 
Entering Unmasked Estep 
Score: -14329415.000000 Penalty: 3802.756836
	Iteration 68Q: 3 clusters Score -1.432942e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94163 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -14329345.000000 Penalty: 3802.756836
	Iteration 69Q: 3 clusters Score -1.432934e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94668 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -14329234.000000 Penalty: 3802.756836
	Iteration 70Q: 3 clusters Score -1.432923e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95142 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -14329152.000000 Penalty: 3802.756836
	Iteration 71Q: 3 clusters Score -1.432915e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95633 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -14328995.000000 Penalty: 3802.756836
	Iteration 72Q: 3 clusters Score -1.4329e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96127 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -14328929.000000 Penalty: 3802.756836
	Iteration 73Q: 3 clusters Score -1.432893e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96652 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -14328828.000000 Penalty: 3802.756836
	Iteration 74Q: 3 clusters Score -1.432883e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97208 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -14328748.000000 Penalty: 3802.756836
	Iteration 75Q: 3 clusters Score -1.432875e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97787 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -14328731.000000 Penalty: 3802.756836
	Iteration 76Q: 3 clusters Score -1.432873e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98387 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -14328647.000000 Penalty: 3802.756836
	Iteration 77Q: 3 clusters Score -1.432865e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99007 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -14328594.000000 Penalty: 3802.756836
	Iteration 78Q: 3 clusters Score -1.432859e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99626 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -14328594.000000 Penalty: 3802.756836
	Iteration 79Q: 3 clusters Score -1.432859e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100288 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -14328610.000000 Penalty: 3802.756836
	Iteration 80F: 3 clusters Score -1.432861e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100965 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -14328553.000000 Penalty: 3802.756836
	Iteration 81Q: 3 clusters Score -1.432855e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101656 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -14328432.000000 Penalty: 3802.756836
	Iteration 82Q: 3 clusters Score -1.432843e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102367 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -14328295.000000 Penalty: 3802.756836
	Iteration 83Q: 3 clusters Score -1.43283e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103077 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -14328138.000000 Penalty: 3802.756836
	Iteration 84Q: 3 clusters Score -1.432814e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103786 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -14328258.000000 Penalty: 3802.756836
	Iteration 85Q: 3 clusters Score -1.432826e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104506 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -14328249.000000 Penalty: 3802.756836
	Iteration 86Q: 3 clusters Score -1.432825e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105213 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -14328268.000000 Penalty: 3802.756836
	Iteration 87Q: 3 clusters Score -1.432827e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105901 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -14328326.000000 Penalty: 3802.756836
	Iteration 88Q: 3 clusters Score -1.432833e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106618 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -14328403.000000 Penalty: 3802.756836
	Iteration 89Q: 3 clusters Score -1.43284e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107380 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -14328318.000000 Penalty: 3802.756836
	Iteration 90Q: 3 clusters Score -1.432832e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108075 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -14328294.000000 Penalty: 3802.756836
	Iteration 91Q: 3 clusters Score -1.432829e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108836 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -14328263.000000 Penalty: 3802.756836
	Iteration 92Q: 3 clusters Score -1.432826e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109599 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -14328224.000000 Penalty: 3802.756836
	Iteration 93Q: 3 clusters Score -1.432822e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110358 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -14328138.000000 Penalty: 3802.756836
	Iteration 94Q: 3 clusters Score -1.432814e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111074 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -14328121.000000 Penalty: 3802.756836
	Iteration 95Q: 3 clusters Score -1.432812e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111785 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -14328204.000000 Penalty: 3802.756836
	Iteration 96Q: 3 clusters Score -1.43282e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112430 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -14328207.000000 Penalty: 3802.756836
	Iteration 97Q: 3 clusters Score -1.432821e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113056 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -14328157.000000 Penalty: 3802.756836
	Iteration 98Q: 3 clusters Score -1.432816e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113620 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -14328166.000000 Penalty: 3802.756836
	Iteration 99Q: 3 clusters Score -1.432817e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114094 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -14328170.000000 Penalty: 3802.756836
	Iteration 100F: 3 clusters Score -1.432817e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114508 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -14328210.000000 Penalty: 3802.756836
	Iteration 101Q: 3 clusters Score -1.432821e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114891 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -14328209.000000 Penalty: 3802.756836
	Iteration 102Q: 3 clusters Score -1.432821e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115242 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -14328249.000000 Penalty: 3802.756836
	Iteration 103Q: 3 clusters Score -1.432825e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115549 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -14328281.000000 Penalty: 3802.756836
	Iteration 104Q: 3 clusters Score -1.432828e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115802 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -14328323.000000 Penalty: 3802.756836
	Iteration 105Q: 3 clusters Score -1.432832e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116025 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -14328452.000000 Penalty: 3802.756836
	Iteration 106Q: 3 clusters Score -1.432845e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116199 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -14328472.000000 Penalty: 3802.756836
	Iteration 107Q: 3 clusters Score -1.432847e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116340 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -14328489.000000 Penalty: 3802.756836
	Iteration 108Q: 3 clusters Score -1.432849e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116477 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -14328547.000000 Penalty: 3802.756836
	Iteration 109Q: 3 clusters Score -1.432855e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116614 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -14328595.000000 Penalty: 3802.756836
	Iteration 110Q: 3 clusters Score -1.43286e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116747 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -14328623.000000 Penalty: 3802.756836
	Iteration 111Q: 3 clusters Score -1.432862e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116872 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -14328673.000000 Penalty: 3802.756836
	Iteration 112Q: 3 clusters Score -1.432867e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116971 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -14328696.000000 Penalty: 3802.756836
	Iteration 113Q: 3 clusters Score -1.43287e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117052 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -14328717.000000 Penalty: 3802.756836
	Iteration 114Q: 3 clusters Score -1.432872e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117147 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -14328772.000000 Penalty: 3802.756836
	Iteration 115Q: 3 clusters Score -1.432877e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117222 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -14328790.000000 Penalty: 3802.756836
	Iteration 116Q: 3 clusters Score -1.432879e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117287 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -14328810.000000 Penalty: 3802.756836
	Iteration 117Q: 3 clusters Score -1.432881e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117333 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -14328818.000000 Penalty: 3802.756836
	Iteration 118Q: 3 clusters Score -1.432882e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117372 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -14328816.000000 Penalty: 3802.756836
	Iteration 119Q: 3 clusters Score -1.432882e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117419 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -14328817.000000 Penalty: 3802.756836
	Iteration 120F: 3 clusters Score -1.432882e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117474 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -14328815.000000 Penalty: 3802.756836
	Iteration 121Q: 3 clusters Score -1.432882e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117527 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -14328832.000000 Penalty: 3802.756836
	Iteration 122Q: 3 clusters Score -1.432883e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117576 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -14328857.000000 Penalty: 3802.756836
	Iteration 123Q: 3 clusters Score -1.432886e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117615 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -14328873.000000 Penalty: 3802.756836
	Iteration 124Q: 3 clusters Score -1.432887e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117660 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -14328868.000000 Penalty: 3802.756836
	Iteration 125Q: 3 clusters Score -1.432887e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117696 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -14328867.000000 Penalty: 3802.756836
	Iteration 126Q: 3 clusters Score -1.432887e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117730 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -14328890.000000 Penalty: 3802.756836
	Iteration 127Q: 3 clusters Score -1.432889e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117761 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -14328947.000000 Penalty: 3802.756836
	Iteration 128Q: 3 clusters Score -1.432895e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117787 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -14328945.000000 Penalty: 3802.756836
	Iteration 129Q: 3 clusters Score -1.432894e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117811 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -14328960.000000 Penalty: 3802.756836
	Iteration 130Q: 3 clusters Score -1.432896e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117833 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -14328958.000000 Penalty: 3802.756836
	Iteration 131Q: 3 clusters Score -1.432896e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117851 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -14328963.000000 Penalty: 3802.756836
	Iteration 132Q: 3 clusters Score -1.432896e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117869 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -14328958.000000 Penalty: 3802.756836
	Iteration 133Q: 3 clusters Score -1.432896e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117893 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -14328961.000000 Penalty: 3802.756836
	Iteration 134Q: 3 clusters Score -1.432896e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117912 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -14328979.000000 Penalty: 3802.756836
	Iteration 135Q: 3 clusters Score -1.432898e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117938 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -14328994.000000 Penalty: 3802.756836
	Iteration 136Q: 3 clusters Score -1.432899e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117961 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -14328982.000000 Penalty: 3802.756836
	Iteration 137Q: 3 clusters Score -1.432898e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117989 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -14328998.000000 Penalty: 3802.756836
	Iteration 138Q: 3 clusters Score -1.4329e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118003 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -14329001.000000 Penalty: 3802.756836
	Iteration 139Q: 3 clusters Score -1.4329e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118020 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -14329009.000000 Penalty: 3802.756836
	Iteration 140F: 3 clusters Score -1.432901e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118032 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -14329034.000000 Penalty: 3802.756836
	Iteration 141Q: 3 clusters Score -1.432903e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118041 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -14329033.000000 Penalty: 3802.756836
	Iteration 142Q: 3 clusters Score -1.432903e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118053 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -14329049.000000 Penalty: 3802.756836
	Iteration 143Q: 3 clusters Score -1.432905e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118058 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -14329052.000000 Penalty: 3802.756836
	Iteration 144Q: 3 clusters Score -1.432905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118063 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -14329049.000000 Penalty: 3802.756836
	Iteration 145Q: 3 clusters Score -1.432905e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118067 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -14329052.000000 Penalty: 3802.756836
	Iteration 146Q: 3 clusters Score -1.432905e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118069 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -14329054.000000 Penalty: 3802.756836
	Iteration 147Q: 3 clusters Score -1.432905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118074 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -14329063.000000 Penalty: 3802.756836
	Iteration 148Q: 3 clusters Score -1.432906e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118078 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -14329071.000000 Penalty: 3802.756836
	Iteration 149Q: 3 clusters Score -1.432907e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118082 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -14329075.000000 Penalty: 3802.756836
	Iteration 150Q: 3 clusters Score -1.432908e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118084 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -14329067.000000 Penalty: 3802.756836
	Iteration 151Q: 3 clusters Score -1.432907e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118084 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -14329067.000000 Penalty: 3802.756836
	Iteration 152F: 3 clusters Score -1.432907e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Entering Unmasked Estep 
Score: -818007.375000 Penalty: 1437.087524
	Iteration 0F: 2 clusters Score -818007.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -812829.625000 Penalty: 2874.175049
	Iteration 0F: 3 clusters Score -812829.6 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -814357.500000 Penalty: 2874.175049
	Iteration 1F: 3 clusters Score -814357.5 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -814554.750000 Penalty: 2874.175049
	Iteration 2F: 3 clusters Score -814554.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -814701.687500 Penalty: 2874.175049
	Iteration 3Q: 3 clusters Score -814701.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -814824.000000 Penalty: 2874.175049
	Iteration 4Q: 3 clusters Score -814824 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -814949.125000 Penalty: 2874.175049
	Iteration 5Q: 3 clusters Score -814949.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -815078.187500 Penalty: 2874.175049
	Iteration 6Q: 3 clusters Score -815078.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -815218.500000 Penalty: 2874.175049
	Iteration 7Q: 3 clusters Score -815218.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -815423.875000 Penalty: 2874.175049
	Iteration 8Q: 3 clusters Score -815423.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -815679.750000 Penalty: 2874.175049
	Iteration 9Q: 3 clusters Score -815679.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -815937.375000 Penalty: 2874.175049
	Iteration 10Q: 3 clusters Score -815937.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -816183.000000 Penalty: 2874.175049
	Iteration 11Q: 3 clusters Score -816183 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -816351.625000 Penalty: 2874.175049
	Iteration 12Q: 3 clusters Score -816351.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -816477.062500 Penalty: 2874.175049
	Iteration 13Q: 3 clusters Score -816477.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -816570.125000 Penalty: 2874.175049
	Iteration 14Q: 3 clusters Score -816570.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -816636.125000 Penalty: 2874.175049
	Iteration 15Q: 3 clusters Score -816636.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -816677.812500 Penalty: 2874.175049
	Iteration 16Q: 3 clusters Score -816677.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -816700.250000 Penalty: 2874.175049
	Iteration 17Q: 3 clusters Score -816700.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -816713.125000 Penalty: 2874.175049
	Iteration 18Q: 3 clusters Score -816713.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -816725.937500 Penalty: 2874.175049
	Iteration 19Q: 3 clusters Score -816725.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -816739.000000 Penalty: 2874.175049
	Iteration 20F: 3 clusters Score -816739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -816748.937500 Penalty: 2874.175049
	Iteration 21Q: 3 clusters Score -816748.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -816760.000000 Penalty: 2874.175049
	Iteration 22Q: 3 clusters Score -816760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -816768.562500 Penalty: 2874.175049
	Iteration 23Q: 3 clusters Score -816768.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -816771.187500 Penalty: 2874.175049
	Iteration 24Q: 3 clusters Score -816771.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -816775.687500 Penalty: 2874.175049
	Iteration 25Q: 3 clusters Score -816775.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -816777.250000 Penalty: 2874.175049
	Iteration 26Q: 3 clusters Score -816777.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -816777.562500 Penalty: 2874.175049
	Iteration 27Q: 3 clusters Score -816777.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -816777.562500 Penalty: 2874.175049
	Iteration 28F: 3 clusters Score -816777.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (80571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80571 members 
Entering Unmasked Estep 
Score: -9140524.000000 Penalty: 1835.745239
	Iteration 0F: 2 clusters Score -9140524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40491 members 
Mstep: Class 2 contains 40080 members 
Entering Unmasked Estep 
Score: -9086620.000000 Penalty: 3671.490479
	Iteration 0F: 3 clusters Score -9086620 nChanged 38504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42899 members 
Mstep: Class 2 contains 37672 members 
Entering Unmasked Estep 
Score: -9109034.000000 Penalty: 3671.490479
	Iteration 1F: 3 clusters Score -9109034 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44292 members 
Mstep: Class 2 contains 36279 members 
Entering Unmasked Estep 
Score: -9110005.000000 Penalty: 3671.490479
	Iteration 2Q: 3 clusters Score -9110005 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46410 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -9111430.000000 Penalty: 3671.490479
	Iteration 3Q: 3 clusters Score -9111430 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49530 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -9113369.000000 Penalty: 3671.490479
	Iteration 4Q: 3 clusters Score -9113369 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53800 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -9116493.000000 Penalty: 3671.490479
	Iteration 5F: 3 clusters Score -9116493 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59151 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -9120784.000000 Penalty: 3671.490479
	Iteration 6F: 3 clusters Score -9120784 nChanged 6005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65068 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -9125855.000000 Penalty: 3671.490479
	Iteration 7F: 3 clusters Score -9125855 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70531 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -9130804.000000 Penalty: 3671.490479
	Iteration 8F: 3 clusters Score -9130804 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74573 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -9134267.000000 Penalty: 3671.490479
	Iteration 9F: 3 clusters Score -9134267 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77103 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -9136356.000000 Penalty: 3671.490479
	Iteration 10Q: 3 clusters Score -9136356 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78546 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -9137555.000000 Penalty: 3671.490479
	Iteration 11Q: 3 clusters Score -9137555 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79333 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -9138225.000000 Penalty: 3671.490479
	Iteration 12Q: 3 clusters Score -9138225 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79741 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -9138560.000000 Penalty: 3671.490479
	Iteration 13Q: 3 clusters Score -9138560 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79962 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -9138723.000000 Penalty: 3671.490479
	Iteration 14Q: 3 clusters Score -9138723 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80066 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -9138808.000000 Penalty: 3671.490479
	Iteration 15Q: 3 clusters Score -9138808 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80131 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -9138850.000000 Penalty: 3671.490479
	Iteration 16Q: 3 clusters Score -9138850 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80167 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -9138890.000000 Penalty: 3671.490479
	Iteration 17Q: 3 clusters Score -9138890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80187 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -9138901.000000 Penalty: 3671.490479
	Iteration 18Q: 3 clusters Score -9138901 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80202 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -9138927.000000 Penalty: 3671.490479
	Iteration 19Q: 3 clusters Score -9138927 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80217 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -9138946.000000 Penalty: 3671.490479
	Iteration 20F: 3 clusters Score -9138946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80222 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -9138961.000000 Penalty: 3671.490479
	Iteration 21Q: 3 clusters Score -9138961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80229 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -9138963.000000 Penalty: 3671.490479
	Iteration 22Q: 3 clusters Score -9138963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80234 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -9138977.000000 Penalty: 3671.490479
	Iteration 23Q: 3 clusters Score -9138977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80236 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -9138980.000000 Penalty: 3671.490479
	Iteration 24Q: 3 clusters Score -9138980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80237 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -9138978.000000 Penalty: 3671.490479
	Iteration 25Q: 3 clusters Score -9138978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80238 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -9138978.000000 Penalty: 3671.490479
	Iteration 26Q: 3 clusters Score -9138978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80240 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -9138974.000000 Penalty: 3671.490479
	Iteration 27Q: 3 clusters Score -9138974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80242 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -9138981.000000 Penalty: 3671.490479
	Iteration 28Q: 3 clusters Score -9138981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80244 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -9138982.000000 Penalty: 3671.490479
	Iteration 29Q: 3 clusters Score -9138982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80245 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -9138982.000000 Penalty: 3671.490479
	Iteration 30Q: 3 clusters Score -9138982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80246 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -9138986.000000 Penalty: 3671.490479
	Iteration 31Q: 3 clusters Score -9138986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80247 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -9138990.000000 Penalty: 3671.490479
	Iteration 32Q: 3 clusters Score -9138990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80248 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9138984.000000 Penalty: 3671.490479
	Iteration 33Q: 3 clusters Score -9138984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80248 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9138984.000000 Penalty: 3671.490479
	Iteration 34F: 3 clusters Score -9138984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Entering Unmasked Estep 
Score: -31164.322266 Penalty: 946.244934
	Iteration 0F: 2 clusters Score -31164.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -30242.667969 Penalty: 1892.489868
	Iteration 0F: 3 clusters Score -30242.67 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -30413.710938 Penalty: 1892.489868
	Iteration 1F: 3 clusters Score -30413.71 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -30488.582031 Penalty: 1892.489868
	Iteration 2F: 3 clusters Score -30488.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -30549.761719 Penalty: 1892.489868
	Iteration 3Q: 3 clusters Score -30549.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -30612.431641 Penalty: 1892.489868
	Iteration 4Q: 3 clusters Score -30612.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -30657.617188 Penalty: 1892.489868
	Iteration 5Q: 3 clusters Score -30657.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -30675.013672 Penalty: 1892.489868
	Iteration 6Q: 3 clusters Score -30675.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -30707.115234 Penalty: 1892.489868
	Iteration 7Q: 3 clusters Score -30707.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -30726.080078 Penalty: 1892.489868
	Iteration 8Q: 3 clusters Score -30726.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -30736.871094 Penalty: 1892.489868
	Iteration 9Q: 3 clusters Score -30736.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -30736.871094 Penalty: 1892.489868
	Iteration 10F: 3 clusters Score -30736.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Entering Unmasked Estep 
Score: -92704.343750 Penalty: 1103.755981
	Iteration 0F: 2 clusters Score -92704.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -91393.601562 Penalty: 2207.511963
	Iteration 0F: 3 clusters Score -91393.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -91706.773438 Penalty: 2207.511963
	Iteration 1F: 3 clusters Score -91706.77 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -91822.734375 Penalty: 2207.511963
	Iteration 2F: 3 clusters Score -91822.73 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -91900.835938 Penalty: 2207.511963
	Iteration 3F: 3 clusters Score -91900.84 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -91943.562500 Penalty: 2207.511963
	Iteration 4Q: 3 clusters Score -91943.56 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -91968.343750 Penalty: 2207.511963
	Iteration 5Q: 3 clusters Score -91968.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -91990.554688 Penalty: 2207.511963
	Iteration 6Q: 3 clusters Score -91990.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -92006.132812 Penalty: 2207.511963
	Iteration 7Q: 3 clusters Score -92006.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -92015.398438 Penalty: 2207.511963
	Iteration 8Q: 3 clusters Score -92015.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -92025.039062 Penalty: 2207.511963
	Iteration 9Q: 3 clusters Score -92025.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -92030.492188 Penalty: 2207.511963
	Iteration 10Q: 3 clusters Score -92030.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -92034.492188 Penalty: 2207.511963
	Iteration 11Q: 3 clusters Score -92034.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -92036.414062 Penalty: 2207.511963
	Iteration 12Q: 3 clusters Score -92036.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -92039.968750 Penalty: 2207.511963
	Iteration 13Q: 3 clusters Score -92039.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -92042.070312 Penalty: 2207.511963
	Iteration 14Q: 3 clusters Score -92042.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -92046.609375 Penalty: 2207.511963
	Iteration 15Q: 3 clusters Score -92046.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -92049.218750 Penalty: 2207.511963
	Iteration 16Q: 3 clusters Score -92049.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -92051.625000 Penalty: 2207.511963
	Iteration 17Q: 3 clusters Score -92051.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -92061.398438 Penalty: 2207.511963
	Iteration 18Q: 3 clusters Score -92061.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -92063.703125 Penalty: 2207.511963
	Iteration 19Q: 3 clusters Score -92063.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -92064.265625 Penalty: 2207.511963
	Iteration 20F: 3 clusters Score -92064.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -92065.312500 Penalty: 2207.511963
	Iteration 21Q: 3 clusters Score -92065.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -92068.156250 Penalty: 2207.511963
	Iteration 22Q: 3 clusters Score -92068.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -92069.468750 Penalty: 2207.511963
	Iteration 23Q: 3 clusters Score -92069.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -92069.468750 Penalty: 2207.511963
	Iteration 24F: 3 clusters Score -92069.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -37264.125000 Penalty: 1005.592896
	Iteration 0F: 2 clusters Score -37264.12 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 245 members 
Entering Unmasked Estep 
Score: -36248.312500 Penalty: 2011.185791
	Iteration 0F: 3 clusters Score -36248.31 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -36544.582031 Penalty: 2011.185791
	Iteration 1F: 3 clusters Score -36544.58 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -36670.371094 Penalty: 2011.185791
	Iteration 2F: 3 clusters Score -36670.37 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -36764.507812 Penalty: 2011.185791
	Iteration 3F: 3 clusters Score -36764.51 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -36819.789062 Penalty: 2011.185791
	Iteration 4Q: 3 clusters Score -36819.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -36831.910156 Penalty: 2011.185791
	Iteration 5Q: 3 clusters Score -36831.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -36839.144531 Penalty: 2011.185791
	Iteration 6Q: 3 clusters Score -36839.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -36852.121094 Penalty: 2011.185791
	Iteration 7Q: 3 clusters Score -36852.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -36856.539062 Penalty: 2011.185791
	Iteration 8Q: 3 clusters Score -36856.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -36862.332031 Penalty: 2011.185791
	Iteration 9Q: 3 clusters Score -36862.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -36865.199219 Penalty: 2011.185791
	Iteration 10Q: 3 clusters Score -36865.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -36865.660156 Penalty: 2011.185791
	Iteration 11Q: 3 clusters Score -36865.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -36865.660156 Penalty: 2011.185791
	Iteration 12F: 3 clusters Score -36865.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (135360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135360 members 
Entering Unmasked Estep 
Score: -16007354.000000 Penalty: 1920.050049
	Iteration 0F: 2 clusters Score -1.600735e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67703 members 
Mstep: Class 2 contains 67657 members 
Entering Unmasked Estep 
Score: -15932448.000000 Penalty: 3840.100098
	Iteration 0F: 3 clusters Score -1.593245e+07 nChanged 65196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68821 members 
Mstep: Class 2 contains 66539 members 
Entering Unmasked Estep 
Score: -15972117.000000 Penalty: 3840.100098
	Iteration 1F: 3 clusters Score -1.597212e+07 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70530 members 
Mstep: Class 2 contains 64830 members 
Entering Unmasked Estep 
Score: -15974355.000000 Penalty: 3840.100098
	Iteration 2Q: 3 clusters Score -1.597436e+07 nChanged 6687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73507 members 
Mstep: Class 2 contains 61853 members 
Entering Unmasked Estep 
Score: -15978136.000000 Penalty: 3840.100098
	Iteration 3Q: 3 clusters Score -1.597814e+07 nChanged 8486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77743 members 
Mstep: Class 2 contains 57617 members 
Entering Unmasked Estep 
Score: -15984420.000000 Penalty: 3840.100098
	Iteration 4F: 3 clusters Score -1.598442e+07 nChanged 10020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82781 members 
Mstep: Class 2 contains 52579 members 
Entering Unmasked Estep 
Score: -15993370.000000 Penalty: 3840.100098
	Iteration 5F: 3 clusters Score -1.599337e+07 nChanged 10142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86887 members 
Mstep: Class 2 contains 48473 members 
Entering Unmasked Estep 
Score: -16002157.000000 Penalty: 3840.100098
	Iteration 6F: 3 clusters Score -1.600216e+07 nChanged 8142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88787 members 
Mstep: Class 2 contains 46573 members 
Entering Unmasked Estep 
Score: -16006878.000000 Penalty: 3840.100098
	Iteration 7F: 3 clusters Score -1.600688e+07 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90104 members 
Mstep: Class 2 contains 45256 members 
Entering Unmasked Estep 
Score: -16009032.000000 Penalty: 3840.100098
	Iteration 8Q: 3 clusters Score -1.600903e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91158 members 
Mstep: Class 2 contains 44202 members 
Entering Unmasked Estep 
Score: -16010381.000000 Penalty: 3840.100098
	Iteration 9Q: 3 clusters Score -1.601038e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91960 members 
Mstep: Class 2 contains 43400 members 
Entering Unmasked Estep 
Score: -16011602.000000 Penalty: 3840.100098
	Iteration 10Q: 3 clusters Score -1.60116e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92453 members 
Mstep: Class 2 contains 42907 members 
Entering Unmasked Estep 
Score: -16012771.000000 Penalty: 3840.100098
	Iteration 11Q: 3 clusters Score -1.601277e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92767 members 
Mstep: Class 2 contains 42593 members 
Entering Unmasked Estep 
Score: -16013592.000000 Penalty: 3840.100098
	Iteration 12Q: 3 clusters Score -1.601359e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93046 members 
Mstep: Class 2 contains 42314 members 
Entering Unmasked Estep 
Score: -16014459.000000 Penalty: 3840.100098
	Iteration 13Q: 3 clusters Score -1.601446e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93292 members 
Mstep: Class 2 contains 42068 members 
Entering Unmasked Estep 
Score: -16015065.000000 Penalty: 3840.100098
	Iteration 14Q: 3 clusters Score -1.601506e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93462 members 
Mstep: Class 2 contains 41898 members 
Entering Unmasked Estep 
Score: -16015447.000000 Penalty: 3840.100098
	Iteration 15Q: 3 clusters Score -1.601545e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93632 members 
Mstep: Class 2 contains 41728 members 
Entering Unmasked Estep 
Score: -16015677.000000 Penalty: 3840.100098
	Iteration 16Q: 3 clusters Score -1.601568e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93698 members 
Mstep: Class 2 contains 41662 members 
Entering Unmasked Estep 
Score: -16015949.000000 Penalty: 3840.100098
	Iteration 17Q: 3 clusters Score -1.601595e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93845 members 
Mstep: Class 2 contains 41515 members 
Entering Unmasked Estep 
Score: -16016150.000000 Penalty: 3840.100098
	Iteration 18Q: 3 clusters Score -1.601615e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93967 members 
Mstep: Class 2 contains 41393 members 
Entering Unmasked Estep 
Score: -16016217.000000 Penalty: 3840.100098
	Iteration 19Q: 3 clusters Score -1.601622e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94159 members 
Mstep: Class 2 contains 41201 members 
Entering Unmasked Estep 
Score: -16016245.000000 Penalty: 3840.100098
	Iteration 20F: 3 clusters Score -1.601624e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94279 members 
Mstep: Class 2 contains 41081 members 
Entering Unmasked Estep 
Score: -16016274.000000 Penalty: 3840.100098
	Iteration 21Q: 3 clusters Score -1.601627e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94415 members 
Mstep: Class 2 contains 40945 members 
Entering Unmasked Estep 
Score: -16016286.000000 Penalty: 3840.100098
	Iteration 22Q: 3 clusters Score -1.601629e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94527 members 
Mstep: Class 2 contains 40833 members 
Entering Unmasked Estep 
Score: -16016360.000000 Penalty: 3840.100098
	Iteration 23Q: 3 clusters Score -1.601636e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94643 members 
Mstep: Class 2 contains 40717 members 
Entering Unmasked Estep 
Score: -16016370.000000 Penalty: 3840.100098
	Iteration 24Q: 3 clusters Score -1.601637e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94767 members 
Mstep: Class 2 contains 40593 members 
Entering Unmasked Estep 
Score: -16016396.000000 Penalty: 3840.100098
	Iteration 25Q: 3 clusters Score -1.60164e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94883 members 
Mstep: Class 2 contains 40477 members 
Entering Unmasked Estep 
Score: -16016444.000000 Penalty: 3840.100098
	Iteration 26Q: 3 clusters Score -1.601644e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94964 members 
Mstep: Class 2 contains 40396 members 
Entering Unmasked Estep 
Score: -16016480.000000 Penalty: 3840.100098
	Iteration 27Q: 3 clusters Score -1.601648e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95077 members 
Mstep: Class 2 contains 40283 members 
Entering Unmasked Estep 
Score: -16016507.000000 Penalty: 3840.100098
	Iteration 28Q: 3 clusters Score -1.601651e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95217 members 
Mstep: Class 2 contains 40143 members 
Entering Unmasked Estep 
Score: -16016521.000000 Penalty: 3840.100098
	Iteration 29Q: 3 clusters Score -1.601652e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95339 members 
Mstep: Class 2 contains 40021 members 
Entering Unmasked Estep 
Score: -16016535.000000 Penalty: 3840.100098
	Iteration 30Q: 3 clusters Score -1.601654e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95431 members 
Mstep: Class 2 contains 39929 members 
Entering Unmasked Estep 
Score: -16016547.000000 Penalty: 3840.100098
	Iteration 31Q: 3 clusters Score -1.601655e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95535 members 
Mstep: Class 2 contains 39825 members 
Entering Unmasked Estep 
Score: -16016567.000000 Penalty: 3840.100098
	Iteration 32Q: 3 clusters Score -1.601657e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95651 members 
Mstep: Class 2 contains 39709 members 
Entering Unmasked Estep 
Score: -16016574.000000 Penalty: 3840.100098
	Iteration 33Q: 3 clusters Score -1.601657e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95747 members 
Mstep: Class 2 contains 39613 members 
Entering Unmasked Estep 
Score: -16016578.000000 Penalty: 3840.100098
	Iteration 34Q: 3 clusters Score -1.601658e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95821 members 
Mstep: Class 2 contains 39539 members 
Entering Unmasked Estep 
Score: -16016583.000000 Penalty: 3840.100098
	Iteration 35Q: 3 clusters Score -1.601658e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95901 members 
Mstep: Class 2 contains 39459 members 
Entering Unmasked Estep 
Score: -16016569.000000 Penalty: 3840.100098
	Iteration 36Q: 3 clusters Score -1.601657e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95982 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -16016580.000000 Penalty: 3840.100098
	Iteration 37Q: 3 clusters Score -1.601658e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96068 members 
Mstep: Class 2 contains 39292 members 
Entering Unmasked Estep 
Score: -16016589.000000 Penalty: 3840.100098
	Iteration 38Q: 3 clusters Score -1.601659e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96165 members 
Mstep: Class 2 contains 39195 members 
Entering Unmasked Estep 
Score: -16016577.000000 Penalty: 3840.100098
	Iteration 39Q: 3 clusters Score -1.601658e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96253 members 
Mstep: Class 2 contains 39107 members 
Entering Unmasked Estep 
Score: -16016563.000000 Penalty: 3840.100098
	Iteration 40F: 3 clusters Score -1.601656e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96327 members 
Mstep: Class 2 contains 39033 members 
Entering Unmasked Estep 
Score: -16016581.000000 Penalty: 3840.100098
	Iteration 41Q: 3 clusters Score -1.601658e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96378 members 
Mstep: Class 2 contains 38982 members 
Entering Unmasked Estep 
Score: -16016602.000000 Penalty: 3840.100098
	Iteration 42Q: 3 clusters Score -1.60166e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96444 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
Score: -16016600.000000 Penalty: 3840.100098
	Iteration 43Q: 3 clusters Score -1.60166e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96495 members 
Mstep: Class 2 contains 38865 members 
Entering Unmasked Estep 
Score: -16016590.000000 Penalty: 3840.100098
	Iteration 44Q: 3 clusters Score -1.601659e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96546 members 
Mstep: Class 2 contains 38814 members 
Entering Unmasked Estep 
Score: -16016613.000000 Penalty: 3840.100098
	Iteration 45Q: 3 clusters Score -1.601661e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96604 members 
Mstep: Class 2 contains 38756 members 
Entering Unmasked Estep 
Score: -16016615.000000 Penalty: 3840.100098
	Iteration 46Q: 3 clusters Score -1.601662e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96656 members 
Mstep: Class 2 contains 38704 members 
Entering Unmasked Estep 
Score: -16016627.000000 Penalty: 3840.100098
	Iteration 47Q: 3 clusters Score -1.601663e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96703 members 
Mstep: Class 2 contains 38657 members 
Entering Unmasked Estep 
Score: -16016624.000000 Penalty: 3840.100098
	Iteration 48Q: 3 clusters Score -1.601662e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96745 members 
Mstep: Class 2 contains 38615 members 
Entering Unmasked Estep 
Score: -16016610.000000 Penalty: 3840.100098
	Iteration 49Q: 3 clusters Score -1.601661e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96781 members 
Mstep: Class 2 contains 38579 members 
Entering Unmasked Estep 
Score: -16016599.000000 Penalty: 3840.100098
	Iteration 50Q: 3 clusters Score -1.60166e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96819 members 
Mstep: Class 2 contains 38541 members 
Entering Unmasked Estep 
Score: -16016584.000000 Penalty: 3840.100098
	Iteration 51Q: 3 clusters Score -1.601658e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96839 members 
Mstep: Class 2 contains 38521 members 
Entering Unmasked Estep 
Score: -16016583.000000 Penalty: 3840.100098
	Iteration 52Q: 3 clusters Score -1.601658e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96860 members 
Mstep: Class 2 contains 38500 members 
Entering Unmasked Estep 
Score: -16016556.000000 Penalty: 3840.100098
	Iteration 53Q: 3 clusters Score -1.601656e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96903 members 
Mstep: Class 2 contains 38457 members 
Entering Unmasked Estep 
Score: -16016545.000000 Penalty: 3840.100098
	Iteration 54Q: 3 clusters Score -1.601654e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96937 members 
Mstep: Class 2 contains 38423 members 
Entering Unmasked Estep 
Score: -16016555.000000 Penalty: 3840.100098
	Iteration 55Q: 3 clusters Score -1.601656e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96957 members 
Mstep: Class 2 contains 38403 members 
Entering Unmasked Estep 
Score: -16016520.000000 Penalty: 3840.100098
	Iteration 56Q: 3 clusters Score -1.601652e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96967 members 
Mstep: Class 2 contains 38393 members 
Entering Unmasked Estep 
Score: -16016520.000000 Penalty: 3840.100098
	Iteration 57Q: 3 clusters Score -1.601652e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96971 members 
Mstep: Class 2 contains 38389 members 
Entering Unmasked Estep 
Score: -16016528.000000 Penalty: 3840.100098
	Iteration 58Q: 3 clusters Score -1.601653e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96980 members 
Mstep: Class 2 contains 38380 members 
Entering Unmasked Estep 
Score: -16016522.000000 Penalty: 3840.100098
	Iteration 59Q: 3 clusters Score -1.601652e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96993 members 
Mstep: Class 2 contains 38367 members 
Entering Unmasked Estep 
Score: -16016519.000000 Penalty: 3840.100098
	Iteration 60F: 3 clusters Score -1.601652e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97002 members 
Mstep: Class 2 contains 38358 members 
Entering Unmasked Estep 
Score: -16016523.000000 Penalty: 3840.100098
	Iteration 61Q: 3 clusters Score -1.601652e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97015 members 
Mstep: Class 2 contains 38345 members 
Entering Unmasked Estep 
Score: -16016529.000000 Penalty: 3840.100098
	Iteration 62Q: 3 clusters Score -1.601653e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97022 members 
Mstep: Class 2 contains 38338 members 
Entering Unmasked Estep 
Score: -16016540.000000 Penalty: 3840.100098
	Iteration 63Q: 3 clusters Score -1.601654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97024 members 
Mstep: Class 2 contains 38336 members 
Entering Unmasked Estep 
Score: -16016541.000000 Penalty: 3840.100098
	Iteration 64Q: 3 clusters Score -1.601654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97026 members 
Mstep: Class 2 contains 38334 members 
Entering Unmasked Estep 
Score: -16016535.000000 Penalty: 3840.100098
	Iteration 65Q: 3 clusters Score -1.601654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97029 members 
Mstep: Class 2 contains 38331 members 
Entering Unmasked Estep 
Score: -16016539.000000 Penalty: 3840.100098
	Iteration 66Q: 3 clusters Score -1.601654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97031 members 
Mstep: Class 2 contains 38329 members 
Entering Unmasked Estep 
Score: -16016535.000000 Penalty: 3840.100098
	Iteration 67Q: 3 clusters Score -1.601654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97034 members 
Mstep: Class 2 contains 38326 members 
Entering Unmasked Estep 
Score: -16016534.000000 Penalty: 3840.100098
	Iteration 68Q: 3 clusters Score -1.601653e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97036 members 
Mstep: Class 2 contains 38324 members 
Entering Unmasked Estep 
Score: -16016524.000000 Penalty: 3840.100098
	Iteration 69Q: 3 clusters Score -1.601652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97037 members 
Mstep: Class 2 contains 38323 members 
Entering Unmasked Estep 
Score: -16016525.000000 Penalty: 3840.100098
	Iteration 70Q: 3 clusters Score -1.601652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97038 members 
Mstep: Class 2 contains 38322 members 
Entering Unmasked Estep 
Score: -16016525.000000 Penalty: 3840.100098
	Iteration 71Q: 3 clusters Score -1.601652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97039 members 
Mstep: Class 2 contains 38321 members 
Entering Unmasked Estep 
Score: -16016523.000000 Penalty: 3840.100098
	Iteration 72Q: 3 clusters Score -1.601652e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97039 members 
Mstep: Class 2 contains 38321 members 
Entering Unmasked Estep 
Score: -16016523.000000 Penalty: 3840.100098
	Iteration 73F: 3 clusters Score -1.601652e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 86760 members 
Mstep: Class 3 contains 5958 members 
Mstep: Class 4 contains 20386 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 722 members 
Mstep: Class 7 contains 104491 members 
Mstep: Class 8 contains 229 members 
Mstep: Class 9 contains 326 members 
Mstep: Class 10 contains 192900 members 
Mstep: Class 11 contains 43837 members 
Mstep: Class 12 contains 30107 members 
Mstep: Class 13 contains 44589 members 
Mstep: Class 14 contains 33847 members 
Mstep: Class 15 contains 4521 members 
Mstep: Class 16 contains 112515 members 
Mstep: Class 17 contains 10463 members 
Mstep: Class 18 contains 8315 members 
Mstep: Class 19 contains 23496 members 
Mstep: Class 20 contains 1477 members 
Mstep: Class 21 contains 31570 members 
Mstep: Class 22 contains 133930 members 
Mstep: Class 23 contains 90540 members 
Mstep: Class 24 contains 12942 members 
Mstep: Class 25 contains 615 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 515 members 
Mstep: Class 28 contains 13002 members 
Mstep: Class 29 contains 104320 members 
Mstep: Class 30 contains 3756 members 
Mstep: Class 31 contains 7296 members 
Mstep: Class 32 contains 7121 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 92099 members 
Mstep: Class 35 contains 93152 members 
Mstep: Class 36 contains 120667 members 
Mstep: Class 37 contains 6930 members 
Mstep: Class 38 contains 80571 members 
Mstep: Class 39 contains 338 members 
Mstep: Class 40 contains 891 members 
Mstep: Class 41 contains 487 members 
Mstep: Class 42 contains 97039 members 
Mstep: Class 43 contains 1013 members 
Mstep: Class 44 contains 57516 members 
Mstep: Class 45 contains 401 members 
Mstep: Class 46 contains 255 members 
Mstep: Class 47 contains 38321 members 
Entering Unmasked Estep 
Score: -194633584.000000 Penalty: 109670.750000
Splitting cluster 42 changes total score from -194622416.000000 to -194633584.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 43 (1013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Entering Unmasked Estep 
Score: -95794.835938 Penalty: 1124.609131
	Iteration 0F: 2 clusters Score -95794.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -94425.085938 Penalty: 2249.218262
	Iteration 0F: 3 clusters Score -94425.09 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -94778.812500 Penalty: 2249.218262
	Iteration 1F: 3 clusters Score -94778.81 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -94866.179688 Penalty: 2249.218262
	Iteration 2F: 3 clusters Score -94866.18 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -94934.070312 Penalty: 2249.218262
	Iteration 3Q: 3 clusters Score -94934.07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -94966.687500 Penalty: 2249.218262
	Iteration 4Q: 3 clusters Score -94966.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -94981.226562 Penalty: 2249.218262
	Iteration 5Q: 3 clusters Score -94981.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -94988.718750 Penalty: 2249.218262
	Iteration 6Q: 3 clusters Score -94988.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -95004.164062 Penalty: 2249.218262
	Iteration 7Q: 3 clusters Score -95004.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -95012.351562 Penalty: 2249.218262
	Iteration 8Q: 3 clusters Score -95012.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -95023.062500 Penalty: 2249.218262
	Iteration 9Q: 3 clusters Score -95023.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -95041.625000 Penalty: 2249.218262
	Iteration 10Q: 3 clusters Score -95041.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -95045.664062 Penalty: 2249.218262
	Iteration 11Q: 3 clusters Score -95045.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -95047.890625 Penalty: 2249.218262
	Iteration 12Q: 3 clusters Score -95047.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -95050.328125 Penalty: 2249.218262
	Iteration 13Q: 3 clusters Score -95050.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -95051.679688 Penalty: 2249.218262
	Iteration 14Q: 3 clusters Score -95051.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -95052.187500 Penalty: 2249.218262
	Iteration 15Q: 3 clusters Score -95052.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -95054.054688 Penalty: 2249.218262
	Iteration 16Q: 3 clusters Score -95054.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -95055.070312 Penalty: 2249.218262
	Iteration 17Q: 3 clusters Score -95055.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -95056.664062 Penalty: 2249.218262
	Iteration 18Q: 3 clusters Score -95056.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -95056.664062 Penalty: 2249.218262
	Iteration 19F: 3 clusters Score -95056.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (57516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57516 members 
Entering Unmasked Estep 
Score: -6797337.000000 Penalty: 1780.970581
	Iteration 0F: 2 clusters Score -6797337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -6759027.000000 Penalty: 3561.941162
	Iteration 0F: 3 clusters Score -6759027 nChanged 26890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 29670 members 
Entering Unmasked Estep 
Score: -6774288.500000 Penalty: 3561.941162
	Iteration 1F: 3 clusters Score -6774288 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 30257 members 
Entering Unmasked Estep 
Score: -6774675.000000 Penalty: 3561.941162
	Iteration 2Q: 3 clusters Score -6774675 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 31131 members 
Entering Unmasked Estep 
Score: -6775123.500000 Penalty: 3561.941162
	Iteration 3Q: 3 clusters Score -6775124 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 32410 members 
Entering Unmasked Estep 
Score: -6775724.500000 Penalty: 3561.941162
	Iteration 4Q: 3 clusters Score -6775724 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 34328 members 
Entering Unmasked Estep 
Score: -6776629.000000 Penalty: 3561.941162
	Iteration 5Q: 3 clusters Score -6776629 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 37033 members 
Entering Unmasked Estep 
Score: -6778222.000000 Penalty: 3561.941162
	Iteration 6F: 3 clusters Score -6778222 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 40615 members 
Entering Unmasked Estep 
Score: -6780736.500000 Penalty: 3561.941162
	Iteration 7F: 3 clusters Score -6780736 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 44775 members 
Entering Unmasked Estep 
Score: -6784132.500000 Penalty: 3561.941162
	Iteration 8F: 3 clusters Score -6784132 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 48904 members 
Entering Unmasked Estep 
Score: -6787832.500000 Penalty: 3561.941162
	Iteration 9F: 3 clusters Score -6787832 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 52198 members 
Entering Unmasked Estep 
Score: -6790926.000000 Penalty: 3561.941162
	Iteration 10F: 3 clusters Score -6790926 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 54441 members 
Entering Unmasked Estep 
Score: -6793097.000000 Penalty: 3561.941162
	Iteration 11Q: 3 clusters Score -6793097 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 55771 members 
Entering Unmasked Estep 
Score: -6794371.000000 Penalty: 3561.941162
	Iteration 12Q: 3 clusters Score -6794371 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 56459 members 
Entering Unmasked Estep 
Score: -6794981.000000 Penalty: 3561.941162
	Iteration 13Q: 3 clusters Score -6794981 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 56807 members 
Entering Unmasked Estep 
Score: -6795319.000000 Penalty: 3561.941162
	Iteration 14Q: 3 clusters Score -6795319 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 56980 members 
Entering Unmasked Estep 
Score: -6795480.500000 Penalty: 3561.941162
	Iteration 15Q: 3 clusters Score -6795480 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 57089 members 
Entering Unmasked Estep 
Score: -6795570.000000 Penalty: 3561.941162
	Iteration 16Q: 3 clusters Score -6795570 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 57150 members 
Entering Unmasked Estep 
Score: -6795617.000000 Penalty: 3561.941162
	Iteration 17Q: 3 clusters Score -6795617 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 57195 members 
Entering Unmasked Estep 
Score: -6795644.000000 Penalty: 3561.941162
	Iteration 18Q: 3 clusters Score -6795644 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 57221 members 
Entering Unmasked Estep 
Score: -6795676.000000 Penalty: 3561.941162
	Iteration 19Q: 3 clusters Score -6795676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 57234 members 
Entering Unmasked Estep 
Score: -6795685.500000 Penalty: 3561.941162
	Iteration 20F: 3 clusters Score -6795686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 57247 members 
Entering Unmasked Estep 
Score: -6795703.500000 Penalty: 3561.941162
	Iteration 21Q: 3 clusters Score -6795704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 57252 members 
Entering Unmasked Estep 
Score: -6795707.500000 Penalty: 3561.941162
	Iteration 22Q: 3 clusters Score -6795708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 57258 members 
Entering Unmasked Estep 
Score: -6795719.000000 Penalty: 3561.941162
	Iteration 23Q: 3 clusters Score -6795719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 57264 members 
Entering Unmasked Estep 
Score: -6795731.500000 Penalty: 3561.941162
	Iteration 24Q: 3 clusters Score -6795732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 57268 members 
Entering Unmasked Estep 
Score: -6795738.500000 Penalty: 3561.941162
	Iteration 25Q: 3 clusters Score -6795738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 57271 members 
Entering Unmasked Estep 
Score: -6795740.000000 Penalty: 3561.941162
	Iteration 26Q: 3 clusters Score -6795740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 57274 members 
Entering Unmasked Estep 
Score: -6795743.000000 Penalty: 3561.941162
	Iteration 27Q: 3 clusters Score -6795743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 57275 members 
Entering Unmasked Estep 
Score: -6795745.500000 Penalty: 3561.941162
	Iteration 28Q: 3 clusters Score -6795746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 57275 members 
Entering Unmasked Estep 
Score: -6795745.500000 Penalty: 3561.941162
	Iteration 29F: 3 clusters Score -6795746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Entering Unmasked Estep 
Score: -35569.832031 Penalty: 974.018738
	Iteration 0F: 2 clusters Score -35569.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -34608.648438 Penalty: 1948.037476
	Iteration 0F: 3 clusters Score -34608.65 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -34832.144531 Penalty: 1948.037476
	Iteration 1F: 3 clusters Score -34832.14 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -34924.210938 Penalty: 1948.037476
	Iteration 2F: 3 clusters Score -34924.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -34978.605469 Penalty: 1948.037476
	Iteration 3Q: 3 clusters Score -34978.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -35032.859375 Penalty: 1948.037476
	Iteration 4Q: 3 clusters Score -35032.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -35116.566406 Penalty: 1948.037476
	Iteration 5Q: 3 clusters Score -35116.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -35145.718750 Penalty: 1948.037476
	Iteration 6Q: 3 clusters Score -35145.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -35158.011719 Penalty: 1948.037476
	Iteration 7Q: 3 clusters Score -35158.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -35162.628906 Penalty: 1948.037476
	Iteration 8Q: 3 clusters Score -35162.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -35167.996094 Penalty: 1948.037476
	Iteration 9Q: 3 clusters Score -35168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -35172.527344 Penalty: 1948.037476
	Iteration 10Q: 3 clusters Score -35172.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -35173.339844 Penalty: 1948.037476
	Iteration 11Q: 3 clusters Score -35173.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -35175.503906 Penalty: 1948.037476
	Iteration 12Q: 3 clusters Score -35175.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -35178.617188 Penalty: 1948.037476
	Iteration 13Q: 3 clusters Score -35178.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -35180.308594 Penalty: 1948.037476
	Iteration 14Q: 3 clusters Score -35180.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -35183.746094 Penalty: 1948.037476
	Iteration 15Q: 3 clusters Score -35183.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -35183.746094 Penalty: 1948.037476
	Iteration 16F: 3 clusters Score -35183.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 86760 members 
Mstep: Class 3 contains 5958 members 
Mstep: Class 4 contains 20386 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 722 members 
Mstep: Class 7 contains 104491 members 
Mstep: Class 8 contains 229 members 
Mstep: Class 9 contains 326 members 
Mstep: Class 10 contains 192900 members 
Mstep: Class 11 contains 43837 members 
Mstep: Class 12 contains 30107 members 
Mstep: Class 13 contains 44589 members 
Mstep: Class 14 contains 33847 members 
Mstep: Class 15 contains 4521 members 
Mstep: Class 16 contains 112515 members 
Mstep: Class 17 contains 10463 members 
Mstep: Class 18 contains 8315 members 
Mstep: Class 19 contains 23496 members 
Mstep: Class 20 contains 1477 members 
Mstep: Class 21 contains 31570 members 
Mstep: Class 22 contains 133930 members 
Mstep: Class 23 contains 90540 members 
Mstep: Class 24 contains 12942 members 
Mstep: Class 25 contains 615 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 515 members 
Mstep: Class 28 contains 13002 members 
Mstep: Class 29 contains 104320 members 
Mstep: Class 30 contains 3756 members 
Mstep: Class 31 contains 7296 members 
Mstep: Class 32 contains 7121 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 92099 members 
Mstep: Class 35 contains 93152 members 
Mstep: Class 36 contains 120667 members 
Mstep: Class 37 contains 6930 members 
Mstep: Class 38 contains 80571 members 
Mstep: Class 39 contains 338 members 
Mstep: Class 40 contains 891 members 
Mstep: Class 41 contains 487 members 
Mstep: Class 42 contains 97039 members 
Mstep: Class 43 contains 1013 members 
Mstep: Class 44 contains 57516 members 
Mstep: Class 45 contains 401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194638544.000000 Penalty: 109670.750000
Iteration 119Q: 48 clusters Score -1.946385e+08 nChanged 24722
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 87659 members 
Mstep: Class 3 contains 5909 members 
Mstep: Class 4 contains 20359 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 722 members 
Mstep: Class 7 contains 104777 members 
Mstep: Class 8 contains 229 members 
Mstep: Class 9 contains 328 members 
Mstep: Class 10 contains 192872 members 
Mstep: Class 11 contains 42279 members 
Mstep: Class 12 contains 30092 members 
Mstep: Class 13 contains 44439 members 
Mstep: Class 14 contains 32883 members 
Mstep: Class 15 contains 4519 members 
Mstep: Class 16 contains 109688 members 
Mstep: Class 17 contains 10505 members 
Mstep: Class 18 contains 8327 members 
Mstep: Class 19 contains 23515 members 
Mstep: Class 20 contains 1477 members 
Mstep: Class 21 contains 31581 members 
Mstep: Class 22 contains 132748 members 
Mstep: Class 23 contains 91268 members 
Mstep: Class 24 contains 12959 members 
Mstep: Class 25 contains 615 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 515 members 
Mstep: Class 28 contains 12998 members 
Mstep: Class 29 contains 104613 members 
Mstep: Class 30 contains 3757 members 
Mstep: Class 31 contains 7355 members 
Mstep: Class 32 contains 7136 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 92008 members 
Mstep: Class 35 contains 90977 members 
Mstep: Class 36 contains 122213 members 
Mstep: Class 37 contains 6918 members 
Mstep: Class 38 contains 80547 members 
Mstep: Class 39 contains 338 members 
Mstep: Class 40 contains 891 members 
Mstep: Class 41 contains 488 members 
Mstep: Class 42 contains 103387 members 
Mstep: Class 43 contains 1013 members 
Mstep: Class 44 contains 57650 members 
Mstep: Class 45 contains 401 members 
Mstep: Class 46 contains 253 members 
Mstep: Class 47 contains 37019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194643824.000000 Penalty: 109670.750000
Iteration 120F: 48 clusters Score -1.946438e+08 nChanged 27048
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 86905 members 
Mstep: Class 3 contains 5795 members 
Mstep: Class 4 contains 20345 members 
Mstep: Class 5 contains 568 members 
Mstep: Class 6 contains 720 members 
Mstep: Class 7 contains 104761 members 
Mstep: Class 8 contains 237 members 
Mstep: Class 9 contains 314 members 
Mstep: Class 10 contains 192857 members 
Mstep: Class 11 contains 40324 members 
Mstep: Class 12 contains 30066 members 
Mstep: Class 13 contains 44149 members 
Mstep: Class 14 contains 31930 members 
Mstep: Class 15 contains 4523 members 
Mstep: Class 16 contains 107698 members 
Mstep: Class 17 contains 10523 members 
Mstep: Class 18 contains 8370 members 
Mstep: Class 19 contains 23518 members 
Mstep: Class 20 contains 1476 members 
Mstep: Class 21 contains 31596 members 
Mstep: Class 22 contains 131530 members 
Mstep: Class 23 contains 91563 members 
Mstep: Class 24 contains 12967 members 
Mstep: Class 25 contains 615 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 510 members 
Mstep: Class 28 contains 12992 members 
Mstep: Class 29 contains 103575 members 
Mstep: Class 30 contains 3755 members 
Mstep: Class 31 contains 7429 members 
Mstep: Class 32 contains 7148 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 91847 members 
Mstep: Class 35 contains 88324 members 
Mstep: Class 36 contains 124490 members 
Mstep: Class 37 contains 7018 members 
Mstep: Class 38 contains 80530 members 
Mstep: Class 39 contains 338 members 
Mstep: Class 40 contains 892 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 108963 members 
Mstep: Class 43 contains 1013 members 
Mstep: Class 44 contains 57462 members 
Mstep: Class 45 contains 401 members 
Mstep: Class 46 contains 292 members 
Mstep: Class 47 contains 40005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194643312.000000 Penalty: 109670.750000
Iteration 121Q: 48 clusters Score -1.946433e+08 nChanged 26054
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 86782 members 
Mstep: Class 3 contains 5679 members 
Mstep: Class 4 contains 20343 members 
Mstep: Class 5 contains 568 members 
Mstep: Class 6 contains 720 members 
Mstep: Class 7 contains 104813 members 
Mstep: Class 8 contains 238 members 
Mstep: Class 9 contains 300 members 
Mstep: Class 10 contains 192816 members 
Mstep: Class 11 contains 38608 members 
Mstep: Class 12 contains 30050 members 
Mstep: Class 13 contains 43916 members 
Mstep: Class 14 contains 31023 members 
Mstep: Class 15 contains 4522 members 
Mstep: Class 16 contains 105098 members 
Mstep: Class 17 contains 10539 members 
Mstep: Class 18 contains 8421 members 
Mstep: Class 19 contains 23482 members 
Mstep: Class 20 contains 1476 members 
Mstep: Class 21 contains 31611 members 
Mstep: Class 22 contains 129887 members 
Mstep: Class 23 contains 91940 members 
Mstep: Class 24 contains 12983 members 
Mstep: Class 25 contains 615 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 503 members 
Mstep: Class 28 contains 12984 members 
Mstep: Class 29 contains 102440 members 
Mstep: Class 30 contains 3756 members 
Mstep: Class 31 contains 7505 members 
Mstep: Class 32 contains 7167 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 91730 members 
Mstep: Class 35 contains 85567 members 
Mstep: Class 36 contains 126277 members 
Mstep: Class 37 contains 7120 members 
Mstep: Class 38 contains 80493 members 
Mstep: Class 39 contains 338 members 
Mstep: Class 40 contains 893 members 
Mstep: Class 41 contains 473 members 
Mstep: Class 42 contains 114902 members 
Mstep: Class 43 contains 1016 members 
Mstep: Class 44 contains 57502 members 
Mstep: Class 45 contains 401 members 
Mstep: Class 46 contains 311 members 
Mstep: Class 47 contains 43003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194645664.000000 Penalty: 109670.750000
Iteration 122Q: 48 clusters Score -1.946457e+08 nChanged 21386
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 87408 members 
Mstep: Class 3 contains 5585 members 
Mstep: Class 4 contains 20337 members 
Mstep: Class 5 contains 567 members 
Mstep: Class 6 contains 720 members 
Mstep: Class 7 contains 104886 members 
Mstep: Class 8 contains 239 members 
Mstep: Class 9 contains 300 members 
Mstep: Class 10 contains 192787 members 
Mstep: Class 11 contains 37216 members 
Mstep: Class 12 contains 30029 members 
Mstep: Class 13 contains 43626 members 
Mstep: Class 14 contains 30164 members 
Mstep: Class 15 contains 4527 members 
Mstep: Class 16 contains 103596 members 
Mstep: Class 17 contains 10538 members 
Mstep: Class 18 contains 8465 members 
Mstep: Class 19 contains 23438 members 
Mstep: Class 20 contains 1476 members 
Mstep: Class 21 contains 31623 members 
Mstep: Class 22 contains 127759 members 
Mstep: Class 23 contains 92451 members 
Mstep: Class 24 contains 12991 members 
Mstep: Class 25 contains 616 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 499 members 
Mstep: Class 28 contains 12981 members 
Mstep: Class 29 contains 100835 members 
Mstep: Class 30 contains 3758 members 
Mstep: Class 31 contains 7598 members 
Mstep: Class 32 contains 7174 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 91706 members 
Mstep: Class 35 contains 83811 members 
Mstep: Class 36 contains 128113 members 
Mstep: Class 37 contains 7246 members 
Mstep: Class 38 contains 80476 members 
Mstep: Class 39 contains 338 members 
Mstep: Class 40 contains 892 members 
Mstep: Class 41 contains 473 members 
Mstep: Class 42 contains 118612 members 
Mstep: Class 43 contains 1017 members 
Mstep: Class 44 contains 57614 members 
Mstep: Class 45 contains 401 members 
Mstep: Class 46 contains 314 members 
Mstep: Class 47 contains 45609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194645328.000000 Penalty: 109670.750000
Iteration 123Q: 48 clusters Score -1.946453e+08 nChanged 20328
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 88561 members 
Mstep: Class 3 contains 5483 members 
Mstep: Class 4 contains 20321 members 
Mstep: Class 5 contains 566 members 
Mstep: Class 6 contains 719 members 
Mstep: Class 7 contains 104972 members 
Mstep: Class 8 contains 239 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192764 members 
Mstep: Class 11 contains 35942 members 
Mstep: Class 12 contains 30011 members 
Mstep: Class 13 contains 43389 members 
Mstep: Class 14 contains 29396 members 
Mstep: Class 15 contains 4530 members 
Mstep: Class 16 contains 102564 members 
Mstep: Class 17 contains 10544 members 
Mstep: Class 18 contains 8494 members 
Mstep: Class 19 contains 23384 members 
Mstep: Class 20 contains 1476 members 
Mstep: Class 21 contains 31638 members 
Mstep: Class 22 contains 125354 members 
Mstep: Class 23 contains 92993 members 
Mstep: Class 24 contains 12987 members 
Mstep: Class 25 contains 616 members 
Mstep: Class 26 contains 1281 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 12978 members 
Mstep: Class 29 contains 98960 members 
Mstep: Class 30 contains 3759 members 
Mstep: Class 31 contains 7690 members 
Mstep: Class 32 contains 7184 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 91688 members 
Mstep: Class 35 contains 82557 members 
Mstep: Class 36 contains 129718 members 
Mstep: Class 37 contains 7369 members 
Mstep: Class 38 contains 80460 members 
Mstep: Class 39 contains 338 members 
Mstep: Class 40 contains 893 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 121552 members 
Mstep: Class 43 contains 1017 members 
Mstep: Class 44 contains 57777 members 
Mstep: Class 45 contains 401 members 
Mstep: Class 46 contains 319 members 
Mstep: Class 47 contains 47939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194645040.000000 Penalty: 109670.750000
Iteration 124Q: 48 clusters Score -1.94645e+08 nChanged 19962
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 90129 members 
Mstep: Class 3 contains 5386 members 
Mstep: Class 4 contains 20317 members 
Mstep: Class 5 contains 565 members 
Mstep: Class 6 contains 719 members 
Mstep: Class 7 contains 105073 members 
Mstep: Class 8 contains 240 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192758 members 
Mstep: Class 11 contains 34783 members 
Mstep: Class 12 contains 29995 members 
Mstep: Class 13 contains 43125 members 
Mstep: Class 14 contains 28710 members 
Mstep: Class 15 contains 4523 members 
Mstep: Class 16 contains 101961 members 
Mstep: Class 17 contains 10550 members 
Mstep: Class 18 contains 8541 members 
Mstep: Class 19 contains 23351 members 
Mstep: Class 20 contains 1477 members 
Mstep: Class 21 contains 31653 members 
Mstep: Class 22 contains 122737 members 
Mstep: Class 23 contains 93406 members 
Mstep: Class 24 contains 12984 members 
Mstep: Class 25 contains 616 members 
Mstep: Class 26 contains 1282 members 
Mstep: Class 27 contains 492 members 
Mstep: Class 28 contains 12969 members 
Mstep: Class 29 contains 96784 members 
Mstep: Class 30 contains 3757 members 
Mstep: Class 31 contains 7756 members 
Mstep: Class 32 contains 7197 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 91692 members 
Mstep: Class 35 contains 81584 members 
Mstep: Class 36 contains 131003 members 
Mstep: Class 37 contains 7508 members 
Mstep: Class 38 contains 80448 members 
Mstep: Class 39 contains 338 members 
Mstep: Class 40 contains 892 members 
Mstep: Class 41 contains 469 members 
Mstep: Class 42 contains 123980 members 
Mstep: Class 43 contains 1017 members 
Mstep: Class 44 contains 57941 members 
Mstep: Class 45 contains 401 members 
Mstep: Class 46 contains 327 members 
Mstep: Class 47 contains 50355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194645232.000000 Penalty: 109670.750000
Iteration 125Q: 48 clusters Score -1.946452e+08 nChanged 19791
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 92060 members 
Mstep: Class 3 contains 5309 members 
Mstep: Class 4 contains 20302 members 
Mstep: Class 5 contains 562 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 105165 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192754 members 
Mstep: Class 11 contains 33794 members 
Mstep: Class 12 contains 29979 members 
Mstep: Class 13 contains 42873 members 
Mstep: Class 14 contains 28046 members 
Mstep: Class 15 contains 4517 members 
Mstep: Class 16 contains 101670 members 
Mstep: Class 17 contains 10550 members 
Mstep: Class 18 contains 8588 members 
Mstep: Class 19 contains 23318 members 
Mstep: Class 20 contains 1477 members 
Mstep: Class 21 contains 31661 members 
Mstep: Class 22 contains 120080 members 
Mstep: Class 23 contains 93679 members 
Mstep: Class 24 contains 12987 members 
Mstep: Class 25 contains 615 members 
Mstep: Class 26 contains 1284 members 
Mstep: Class 27 contains 489 members 
Mstep: Class 28 contains 12965 members 
Mstep: Class 29 contains 94471 members 
Mstep: Class 30 contains 3758 members 
Mstep: Class 31 contains 7799 members 
Mstep: Class 32 contains 7208 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 91656 members 
Mstep: Class 35 contains 80970 members 
Mstep: Class 36 contains 131867 members 
Mstep: Class 37 contains 7624 members 
Mstep: Class 38 contains 80440 members 
Mstep: Class 39 contains 338 members 
Mstep: Class 40 contains 891 members 
Mstep: Class 41 contains 470 members 
Mstep: Class 42 contains 125936 members 
Mstep: Class 43 contains 1015 members 
Mstep: Class 44 contains 58201 members 
Mstep: Class 45 contains 401 members 
Mstep: Class 46 contains 334 members 
Mstep: Class 47 contains 52730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194644688.000000 Penalty: 109670.750000
Iteration 126Q: 48 clusters Score -1.946447e+08 nChanged 19418
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 94247 members 
Mstep: Class 3 contains 5231 members 
Mstep: Class 4 contains 20272 members 
Mstep: Class 5 contains 561 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 105261 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192739 members 
Mstep: Class 11 contains 32980 members 
Mstep: Class 12 contains 29982 members 
Mstep: Class 13 contains 42638 members 
Mstep: Class 14 contains 27385 members 
Mstep: Class 15 contains 4510 members 
Mstep: Class 16 contains 101724 members 
Mstep: Class 17 contains 10544 members 
Mstep: Class 18 contains 8614 members 
Mstep: Class 19 contains 23282 members 
Mstep: Class 20 contains 1477 members 
Mstep: Class 21 contains 31671 members 
Mstep: Class 22 contains 117628 members 
Mstep: Class 23 contains 93758 members 
Mstep: Class 24 contains 12989 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 1284 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 12963 members 
Mstep: Class 29 contains 92033 members 
Mstep: Class 30 contains 3762 members 
Mstep: Class 31 contains 7830 members 
Mstep: Class 32 contains 7219 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 91551 members 
Mstep: Class 35 contains 80596 members 
Mstep: Class 36 contains 132319 members 
Mstep: Class 37 contains 7733 members 
Mstep: Class 38 contains 80433 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 890 members 
Mstep: Class 41 contains 469 members 
Mstep: Class 42 contains 127557 members 
Mstep: Class 43 contains 1014 members 
Mstep: Class 44 contains 58480 members 
Mstep: Class 45 contains 401 members 
Mstep: Class 46 contains 339 members 
Mstep: Class 47 contains 55028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194645104.000000 Penalty: 109670.750000
Iteration 127Q: 48 clusters Score -1.946451e+08 nChanged 18557
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 96367 members 
Mstep: Class 3 contains 5169 members 
Mstep: Class 4 contains 20253 members 
Mstep: Class 5 contains 559 members 
Mstep: Class 6 contains 717 members 
Mstep: Class 7 contains 105340 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192735 members 
Mstep: Class 11 contains 32382 members 
Mstep: Class 12 contains 29972 members 
Mstep: Class 13 contains 42409 members 
Mstep: Class 14 contains 26753 members 
Mstep: Class 15 contains 4505 members 
Mstep: Class 16 contains 101906 members 
Mstep: Class 17 contains 10554 members 
Mstep: Class 18 contains 8650 members 
Mstep: Class 19 contains 23229 members 
Mstep: Class 20 contains 1475 members 
Mstep: Class 21 contains 31676 members 
Mstep: Class 22 contains 115400 members 
Mstep: Class 23 contains 93686 members 
Mstep: Class 24 contains 12989 members 
Mstep: Class 25 contains 614 members 
Mstep: Class 26 contains 1284 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 12961 members 
Mstep: Class 29 contains 89499 members 
Mstep: Class 30 contains 3760 members 
Mstep: Class 31 contains 7862 members 
Mstep: Class 32 contains 7234 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 91459 members 
Mstep: Class 35 contains 80384 members 
Mstep: Class 36 contains 132715 members 
Mstep: Class 37 contains 7829 members 
Mstep: Class 38 contains 80429 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 889 members 
Mstep: Class 41 contains 470 members 
Mstep: Class 42 contains 128910 members 
Mstep: Class 43 contains 1014 members 
Mstep: Class 44 contains 58752 members 
Mstep: Class 45 contains 401 members 
Mstep: Class 46 contains 341 members 
Mstep: Class 47 contains 57193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194645392.000000 Penalty: 109670.750000
Iteration 128Q: 48 clusters Score -1.946454e+08 nChanged 17648
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 98424 members 
Mstep: Class 3 contains 5121 members 
Mstep: Class 4 contains 20230 members 
Mstep: Class 5 contains 559 members 
Mstep: Class 6 contains 716 members 
Mstep: Class 7 contains 105433 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 302 members 
Mstep: Class 10 contains 192717 members 
Mstep: Class 11 contains 32010 members 
Mstep: Class 12 contains 29949 members 
Mstep: Class 13 contains 42229 members 
Mstep: Class 14 contains 26255 members 
Mstep: Class 15 contains 4495 members 
Mstep: Class 16 contains 102264 members 
Mstep: Class 17 contains 10554 members 
Mstep: Class 18 contains 8670 members 
Mstep: Class 19 contains 23177 members 
Mstep: Class 20 contains 1477 members 
Mstep: Class 21 contains 31690 members 
Mstep: Class 22 contains 113403 members 
Mstep: Class 23 contains 93409 members 
Mstep: Class 24 contains 12987 members 
Mstep: Class 25 contains 614 members 
Mstep: Class 26 contains 1284 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 12955 members 
Mstep: Class 29 contains 86970 members 
Mstep: Class 30 contains 3759 members 
Mstep: Class 31 contains 7899 members 
Mstep: Class 32 contains 7252 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 91332 members 
Mstep: Class 35 contains 80391 members 
Mstep: Class 36 contains 132736 members 
Mstep: Class 37 contains 7914 members 
Mstep: Class 38 contains 80432 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 889 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 130186 members 
Mstep: Class 43 contains 1013 members 
Mstep: Class 44 contains 59061 members 
Mstep: Class 45 contains 401 members 
Mstep: Class 46 contains 340 members 
Mstep: Class 47 contains 59056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194645056.000000 Penalty: 109670.750000
Iteration 129Q: 48 clusters Score -1.946451e+08 nChanged 16618
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 100153 members 
Mstep: Class 3 contains 5079 members 
Mstep: Class 4 contains 20202 members 
Mstep: Class 5 contains 559 members 
Mstep: Class 6 contains 716 members 
Mstep: Class 7 contains 105555 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 302 members 
Mstep: Class 10 contains 192717 members 
Mstep: Class 11 contains 31619 members 
Mstep: Class 12 contains 29922 members 
Mstep: Class 13 contains 42037 members 
Mstep: Class 14 contains 25841 members 
Mstep: Class 15 contains 4489 members 
Mstep: Class 16 contains 102734 members 
Mstep: Class 17 contains 10552 members 
Mstep: Class 18 contains 8698 members 
Mstep: Class 19 contains 23124 members 
Mstep: Class 20 contains 1477 members 
Mstep: Class 21 contains 31696 members 
Mstep: Class 22 contains 111505 members 
Mstep: Class 23 contains 93019 members 
Mstep: Class 24 contains 12966 members 
Mstep: Class 25 contains 614 members 
Mstep: Class 26 contains 1284 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 12950 members 
Mstep: Class 29 contains 84484 members 
Mstep: Class 30 contains 3762 members 
Mstep: Class 31 contains 7932 members 
Mstep: Class 32 contains 7269 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 91254 members 
Mstep: Class 35 contains 80580 members 
Mstep: Class 36 contains 132949 members 
Mstep: Class 37 contains 7986 members 
Mstep: Class 38 contains 80441 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 888 members 
Mstep: Class 41 contains 473 members 
Mstep: Class 42 contains 131388 members 
Mstep: Class 43 contains 1013 members 
Mstep: Class 44 contains 59470 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 341 members 
Mstep: Class 47 contains 60589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194644144.000000 Penalty: 109670.750000
Iteration 130Q: 48 clusters Score -1.946441e+08 nChanged 15965
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 101575 members 
Mstep: Class 3 contains 5027 members 
Mstep: Class 4 contains 20172 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 715 members 
Mstep: Class 7 contains 105644 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 302 members 
Mstep: Class 10 contains 192724 members 
Mstep: Class 11 contains 31170 members 
Mstep: Class 12 contains 29915 members 
Mstep: Class 13 contains 41848 members 
Mstep: Class 14 contains 25462 members 
Mstep: Class 15 contains 4480 members 
Mstep: Class 16 contains 103461 members 
Mstep: Class 17 contains 10544 members 
Mstep: Class 18 contains 8719 members 
Mstep: Class 19 contains 23063 members 
Mstep: Class 20 contains 1476 members 
Mstep: Class 21 contains 31704 members 
Mstep: Class 22 contains 109689 members 
Mstep: Class 23 contains 92660 members 
Mstep: Class 24 contains 12948 members 
Mstep: Class 25 contains 614 members 
Mstep: Class 26 contains 1284 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 12945 members 
Mstep: Class 29 contains 82378 members 
Mstep: Class 30 contains 3764 members 
Mstep: Class 31 contains 7964 members 
Mstep: Class 32 contains 7286 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 91190 members 
Mstep: Class 35 contains 80942 members 
Mstep: Class 36 contains 133104 members 
Mstep: Class 37 contains 8080 members 
Mstep: Class 38 contains 80446 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 888 members 
Mstep: Class 41 contains 474 members 
Mstep: Class 42 contains 132372 members 
Mstep: Class 43 contains 1013 members 
Mstep: Class 44 contains 59919 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 61768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194642480.000000 Penalty: 109670.750000
Iteration 131Q: 48 clusters Score -1.946425e+08 nChanged 15672
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 102743 members 
Mstep: Class 3 contains 4970 members 
Mstep: Class 4 contains 20141 members 
Mstep: Class 5 contains 559 members 
Mstep: Class 6 contains 714 members 
Mstep: Class 7 contains 105745 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 302 members 
Mstep: Class 10 contains 192715 members 
Mstep: Class 11 contains 30692 members 
Mstep: Class 12 contains 29905 members 
Mstep: Class 13 contains 41692 members 
Mstep: Class 14 contains 25061 members 
Mstep: Class 15 contains 4468 members 
Mstep: Class 16 contains 104309 members 
Mstep: Class 17 contains 10546 members 
Mstep: Class 18 contains 8748 members 
Mstep: Class 19 contains 23018 members 
Mstep: Class 20 contains 1477 members 
Mstep: Class 21 contains 31712 members 
Mstep: Class 22 contains 108043 members 
Mstep: Class 23 contains 92273 members 
Mstep: Class 24 contains 12944 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 1284 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 12940 members 
Mstep: Class 29 contains 80561 members 
Mstep: Class 30 contains 3766 members 
Mstep: Class 31 contains 7977 members 
Mstep: Class 32 contains 7301 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 91124 members 
Mstep: Class 35 contains 81574 members 
Mstep: Class 36 contains 133201 members 
Mstep: Class 37 contains 8154 members 
Mstep: Class 38 contains 80442 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 888 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 133157 members 
Mstep: Class 43 contains 1013 members 
Mstep: Class 44 contains 60410 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 62630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194640816.000000 Penalty: 109670.750000
Iteration 132Q: 48 clusters Score -1.946408e+08 nChanged 15323
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 103849 members 
Mstep: Class 3 contains 4917 members 
Mstep: Class 4 contains 20118 members 
Mstep: Class 5 contains 559 members 
Mstep: Class 6 contains 715 members 
Mstep: Class 7 contains 105812 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192741 members 
Mstep: Class 11 contains 30183 members 
Mstep: Class 12 contains 29884 members 
Mstep: Class 13 contains 41557 members 
Mstep: Class 14 contains 24636 members 
Mstep: Class 15 contains 4464 members 
Mstep: Class 16 contains 105229 members 
Mstep: Class 17 contains 10543 members 
Mstep: Class 18 contains 8753 members 
Mstep: Class 19 contains 22989 members 
Mstep: Class 20 contains 1477 members 
Mstep: Class 21 contains 31719 members 
Mstep: Class 22 contains 106651 members 
Mstep: Class 23 contains 91815 members 
Mstep: Class 24 contains 12941 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 1284 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 12932 members 
Mstep: Class 29 contains 78996 members 
Mstep: Class 30 contains 3770 members 
Mstep: Class 31 contains 7988 members 
Mstep: Class 32 contains 7311 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 91088 members 
Mstep: Class 35 contains 82335 members 
Mstep: Class 36 contains 133164 members 
Mstep: Class 37 contains 8214 members 
Mstep: Class 38 contains 80423 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 888 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 134014 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 60897 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 63030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194639760.000000 Penalty: 109670.750000
Iteration 133Q: 48 clusters Score -1.946398e+08 nChanged 14044
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 104714 members 
Mstep: Class 3 contains 4859 members 
Mstep: Class 4 contains 20087 members 
Mstep: Class 5 contains 559 members 
Mstep: Class 6 contains 713 members 
Mstep: Class 7 contains 105919 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192760 members 
Mstep: Class 11 contains 29695 members 
Mstep: Class 12 contains 29874 members 
Mstep: Class 13 contains 41417 members 
Mstep: Class 14 contains 24195 members 
Mstep: Class 15 contains 4454 members 
Mstep: Class 16 contains 106214 members 
Mstep: Class 17 contains 10539 members 
Mstep: Class 18 contains 8759 members 
Mstep: Class 19 contains 22957 members 
Mstep: Class 20 contains 1477 members 
Mstep: Class 21 contains 31733 members 
Mstep: Class 22 contains 105567 members 
Mstep: Class 23 contains 91338 members 
Mstep: Class 24 contains 12934 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 12926 members 
Mstep: Class 29 contains 77923 members 
Mstep: Class 30 contains 3772 members 
Mstep: Class 31 contains 8004 members 
Mstep: Class 32 contains 7323 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 91069 members 
Mstep: Class 35 contains 83075 members 
Mstep: Class 36 contains 133039 members 
Mstep: Class 37 contains 8304 members 
Mstep: Class 38 contains 80410 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 888 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 134668 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 61393 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 63042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194638272.000000 Penalty: 109670.750000
Iteration 134Q: 48 clusters Score -1.946383e+08 nChanged 13103
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 105398 members 
Mstep: Class 3 contains 4814 members 
Mstep: Class 4 contains 20054 members 
Mstep: Class 5 contains 559 members 
Mstep: Class 6 contains 713 members 
Mstep: Class 7 contains 106022 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192758 members 
Mstep: Class 11 contains 29219 members 
Mstep: Class 12 contains 29870 members 
Mstep: Class 13 contains 41273 members 
Mstep: Class 14 contains 23766 members 
Mstep: Class 15 contains 4448 members 
Mstep: Class 16 contains 107248 members 
Mstep: Class 17 contains 10546 members 
Mstep: Class 18 contains 8769 members 
Mstep: Class 19 contains 22934 members 
Mstep: Class 20 contains 1477 members 
Mstep: Class 21 contains 31740 members 
Mstep: Class 22 contains 104665 members 
Mstep: Class 23 contains 90860 members 
Mstep: Class 24 contains 12940 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 12917 members 
Mstep: Class 29 contains 77490 members 
Mstep: Class 30 contains 3771 members 
Mstep: Class 31 contains 8025 members 
Mstep: Class 32 contains 7331 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 91067 members 
Mstep: Class 35 contains 83951 members 
Mstep: Class 36 contains 132798 members 
Mstep: Class 37 contains 8376 members 
Mstep: Class 38 contains 80397 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 886 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 135182 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 61906 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 62430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194637648.000000 Penalty: 109670.750000
Iteration 135Q: 48 clusters Score -1.946376e+08 nChanged 12024
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 105904 members 
Mstep: Class 3 contains 4779 members 
Mstep: Class 4 contains 20027 members 
Mstep: Class 5 contains 559 members 
Mstep: Class 6 contains 713 members 
Mstep: Class 7 contains 106079 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192767 members 
Mstep: Class 11 contains 28746 members 
Mstep: Class 12 contains 29869 members 
Mstep: Class 13 contains 41143 members 
Mstep: Class 14 contains 23350 members 
Mstep: Class 15 contains 4443 members 
Mstep: Class 16 contains 108344 members 
Mstep: Class 17 contains 10542 members 
Mstep: Class 18 contains 8787 members 
Mstep: Class 19 contains 22912 members 
Mstep: Class 20 contains 1477 members 
Mstep: Class 21 contains 31746 members 
Mstep: Class 22 contains 104068 members 
Mstep: Class 23 contains 90405 members 
Mstep: Class 24 contains 12939 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 12911 members 
Mstep: Class 29 contains 77436 members 
Mstep: Class 30 contains 3773 members 
Mstep: Class 31 contains 8056 members 
Mstep: Class 32 contains 7338 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 91101 members 
Mstep: Class 35 contains 84808 members 
Mstep: Class 36 contains 132428 members 
Mstep: Class 37 contains 8406 members 
Mstep: Class 38 contains 80391 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 886 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 135626 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 62369 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 61473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194637552.000000 Penalty: 109670.750000
Iteration 136Q: 48 clusters Score -1.946376e+08 nChanged 11322
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 106283 members 
Mstep: Class 3 contains 4757 members 
Mstep: Class 4 contains 20010 members 
Mstep: Class 5 contains 559 members 
Mstep: Class 6 contains 713 members 
Mstep: Class 7 contains 106159 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192757 members 
Mstep: Class 11 contains 28263 members 
Mstep: Class 12 contains 29865 members 
Mstep: Class 13 contains 41060 members 
Mstep: Class 14 contains 22906 members 
Mstep: Class 15 contains 4441 members 
Mstep: Class 16 contains 109373 members 
Mstep: Class 17 contains 10538 members 
Mstep: Class 18 contains 8793 members 
Mstep: Class 19 contains 22897 members 
Mstep: Class 20 contains 1478 members 
Mstep: Class 21 contains 31748 members 
Mstep: Class 22 contains 103664 members 
Mstep: Class 23 contains 90010 members 
Mstep: Class 24 contains 12936 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 12913 members 
Mstep: Class 29 contains 77633 members 
Mstep: Class 30 contains 3773 members 
Mstep: Class 31 contains 8074 members 
Mstep: Class 32 contains 7341 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 91139 members 
Mstep: Class 35 contains 85690 members 
Mstep: Class 36 contains 131977 members 
Mstep: Class 37 contains 8427 members 
Mstep: Class 38 contains 80383 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 886 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 136131 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 62822 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 60202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194636608.000000 Penalty: 109670.750000
Iteration 137Q: 48 clusters Score -1.946366e+08 nChanged 10582
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 106494 members 
Mstep: Class 3 contains 4734 members 
Mstep: Class 4 contains 19987 members 
Mstep: Class 5 contains 559 members 
Mstep: Class 6 contains 713 members 
Mstep: Class 7 contains 106237 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192761 members 
Mstep: Class 11 contains 27838 members 
Mstep: Class 12 contains 29862 members 
Mstep: Class 13 contains 40989 members 
Mstep: Class 14 contains 22469 members 
Mstep: Class 15 contains 4438 members 
Mstep: Class 16 contains 110365 members 
Mstep: Class 17 contains 10542 members 
Mstep: Class 18 contains 8806 members 
Mstep: Class 19 contains 22886 members 
Mstep: Class 20 contains 1478 members 
Mstep: Class 21 contains 31758 members 
Mstep: Class 22 contains 103486 members 
Mstep: Class 23 contains 89643 members 
Mstep: Class 24 contains 12917 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 12913 members 
Mstep: Class 29 contains 77869 members 
Mstep: Class 30 contains 3774 members 
Mstep: Class 31 contains 8102 members 
Mstep: Class 32 contains 7345 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 91151 members 
Mstep: Class 35 contains 86534 members 
Mstep: Class 36 contains 131564 members 
Mstep: Class 37 contains 8430 members 
Mstep: Class 38 contains 80379 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 886 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 136570 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 63281 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 58841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194636416.000000 Penalty: 109670.750000
Iteration 138Q: 48 clusters Score -1.946364e+08 nChanged 9872
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 106767 members 
Mstep: Class 3 contains 4713 members 
Mstep: Class 4 contains 19962 members 
Mstep: Class 5 contains 559 members 
Mstep: Class 6 contains 713 members 
Mstep: Class 7 contains 106353 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192761 members 
Mstep: Class 11 contains 27422 members 
Mstep: Class 12 contains 29859 members 
Mstep: Class 13 contains 40942 members 
Mstep: Class 14 contains 22083 members 
Mstep: Class 15 contains 4435 members 
Mstep: Class 16 contains 111260 members 
Mstep: Class 17 contains 10540 members 
Mstep: Class 18 contains 8814 members 
Mstep: Class 19 contains 22878 members 
Mstep: Class 20 contains 1477 members 
Mstep: Class 21 contains 31759 members 
Mstep: Class 22 contains 103357 members 
Mstep: Class 23 contains 89266 members 
Mstep: Class 24 contains 12907 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 12912 members 
Mstep: Class 29 contains 78053 members 
Mstep: Class 30 contains 3775 members 
Mstep: Class 31 contains 8126 members 
Mstep: Class 32 contains 7345 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 91186 members 
Mstep: Class 35 contains 87261 members 
Mstep: Class 36 contains 131320 members 
Mstep: Class 37 contains 8442 members 
Mstep: Class 38 contains 80379 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 886 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 136866 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 63724 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 57499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194636096.000000 Penalty: 109670.750000
Iteration 139Q: 48 clusters Score -1.946361e+08 nChanged 9212
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 107109 members 
Mstep: Class 3 contains 4704 members 
Mstep: Class 4 contains 19941 members 
Mstep: Class 5 contains 559 members 
Mstep: Class 6 contains 713 members 
Mstep: Class 7 contains 106421 members 
Mstep: Class 8 contains 241 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192760 members 
Mstep: Class 11 contains 27042 members 
Mstep: Class 12 contains 29858 members 
Mstep: Class 13 contains 40889 members 
Mstep: Class 14 contains 21704 members 
Mstep: Class 15 contains 4436 members 
Mstep: Class 16 contains 111985 members 
Mstep: Class 17 contains 10542 members 
Mstep: Class 18 contains 8832 members 
Mstep: Class 19 contains 22873 members 
Mstep: Class 20 contains 1477 members 
Mstep: Class 21 contains 31764 members 
Mstep: Class 22 contains 103268 members 
Mstep: Class 23 contains 88948 members 
Mstep: Class 24 contains 12896 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 12909 members 
Mstep: Class 29 contains 78246 members 
Mstep: Class 30 contains 3777 members 
Mstep: Class 31 contains 8148 members 
Mstep: Class 32 contains 7345 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 91203 members 
Mstep: Class 35 contains 87972 members 
Mstep: Class 36 contains 131229 members 
Mstep: Class 37 contains 8449 members 
Mstep: Class 38 contains 80384 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 886 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 137011 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 64148 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 56173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194636896.000000 Penalty: 109670.750000
Iteration 140F: 48 clusters Score -1.946369e+08 nChanged 11673
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 107546 members 
Mstep: Class 3 contains 4651 members 
Mstep: Class 4 contains 19915 members 
Mstep: Class 5 contains 559 members 
Mstep: Class 6 contains 714 members 
Mstep: Class 7 contains 106507 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192764 members 
Mstep: Class 11 contains 26621 members 
Mstep: Class 12 contains 29862 members 
Mstep: Class 13 contains 40856 members 
Mstep: Class 14 contains 21292 members 
Mstep: Class 15 contains 4436 members 
Mstep: Class 16 contains 112639 members 
Mstep: Class 17 contains 10544 members 
Mstep: Class 18 contains 8839 members 
Mstep: Class 19 contains 22859 members 
Mstep: Class 20 contains 1477 members 
Mstep: Class 21 contains 31768 members 
Mstep: Class 22 contains 102804 members 
Mstep: Class 23 contains 88606 members 
Mstep: Class 24 contains 12888 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 12908 members 
Mstep: Class 29 contains 76293 members 
Mstep: Class 30 contains 3777 members 
Mstep: Class 31 contains 8183 members 
Mstep: Class 32 contains 7345 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 91250 members 
Mstep: Class 35 contains 88515 members 
Mstep: Class 36 contains 131565 members 
Mstep: Class 37 contains 8568 members 
Mstep: Class 38 contains 80378 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 886 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 137324 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 64542 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 56921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194636560.000000 Penalty: 109670.750000
Iteration 141Q: 48 clusters Score -1.946366e+08 nChanged 12038
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 108020 members 
Mstep: Class 3 contains 4634 members 
Mstep: Class 4 contains 19893 members 
Mstep: Class 5 contains 559 members 
Mstep: Class 6 contains 714 members 
Mstep: Class 7 contains 106571 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192778 members 
Mstep: Class 11 contains 26254 members 
Mstep: Class 12 contains 29868 members 
Mstep: Class 13 contains 40818 members 
Mstep: Class 14 contains 20915 members 
Mstep: Class 15 contains 4436 members 
Mstep: Class 16 contains 113296 members 
Mstep: Class 17 contains 10543 members 
Mstep: Class 18 contains 8845 members 
Mstep: Class 19 contains 22843 members 
Mstep: Class 20 contains 1478 members 
Mstep: Class 21 contains 31778 members 
Mstep: Class 22 contains 102232 members 
Mstep: Class 23 contains 88361 members 
Mstep: Class 24 contains 12887 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 12905 members 
Mstep: Class 29 contains 74389 members 
Mstep: Class 30 contains 3777 members 
Mstep: Class 31 contains 8223 members 
Mstep: Class 32 contains 7345 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 91258 members 
Mstep: Class 35 contains 88989 members 
Mstep: Class 36 contains 131906 members 
Mstep: Class 37 contains 8666 members 
Mstep: Class 38 contains 80355 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 886 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 137625 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 64946 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 57609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194635376.000000 Penalty: 109670.750000
Iteration 142Q: 48 clusters Score -1.946354e+08 nChanged 11672
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 108477 members 
Mstep: Class 3 contains 4616 members 
Mstep: Class 4 contains 19879 members 
Mstep: Class 5 contains 559 members 
Mstep: Class 6 contains 714 members 
Mstep: Class 7 contains 106647 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192782 members 
Mstep: Class 11 contains 25915 members 
Mstep: Class 12 contains 29872 members 
Mstep: Class 13 contains 40731 members 
Mstep: Class 14 contains 20526 members 
Mstep: Class 15 contains 4435 members 
Mstep: Class 16 contains 113935 members 
Mstep: Class 17 contains 10552 members 
Mstep: Class 18 contains 8858 members 
Mstep: Class 19 contains 22837 members 
Mstep: Class 20 contains 1480 members 
Mstep: Class 21 contains 31786 members 
Mstep: Class 22 contains 101701 members 
Mstep: Class 23 contains 88202 members 
Mstep: Class 24 contains 12884 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 12905 members 
Mstep: Class 29 contains 72522 members 
Mstep: Class 30 contains 3777 members 
Mstep: Class 31 contains 8270 members 
Mstep: Class 32 contains 7344 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 91263 members 
Mstep: Class 35 contains 89477 members 
Mstep: Class 36 contains 132206 members 
Mstep: Class 37 contains 8750 members 
Mstep: Class 38 contains 80333 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 886 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 137873 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 65313 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 58295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194634752.000000 Penalty: 109670.750000
Iteration 143Q: 48 clusters Score -1.946348e+08 nChanged 11755
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 109138 members 
Mstep: Class 3 contains 4586 members 
Mstep: Class 4 contains 19869 members 
Mstep: Class 5 contains 559 members 
Mstep: Class 6 contains 714 members 
Mstep: Class 7 contains 106686 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192777 members 
Mstep: Class 11 contains 25620 members 
Mstep: Class 12 contains 29874 members 
Mstep: Class 13 contains 40670 members 
Mstep: Class 14 contains 20185 members 
Mstep: Class 15 contains 4435 members 
Mstep: Class 16 contains 114518 members 
Mstep: Class 17 contains 10560 members 
Mstep: Class 18 contains 8870 members 
Mstep: Class 19 contains 22828 members 
Mstep: Class 20 contains 1480 members 
Mstep: Class 21 contains 31784 members 
Mstep: Class 22 contains 101127 members 
Mstep: Class 23 contains 88065 members 
Mstep: Class 24 contains 12880 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 12904 members 
Mstep: Class 29 contains 70651 members 
Mstep: Class 30 contains 3781 members 
Mstep: Class 31 contains 8304 members 
Mstep: Class 32 contains 7346 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 91286 members 
Mstep: Class 35 contains 89924 members 
Mstep: Class 36 contains 132435 members 
Mstep: Class 37 contains 8814 members 
Mstep: Class 38 contains 80327 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 887 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 138160 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 65665 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 58894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194634448.000000 Penalty: 109670.750000
Iteration 144Q: 48 clusters Score -1.946344e+08 nChanged 11351
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 109789 members 
Mstep: Class 3 contains 4562 members 
Mstep: Class 4 contains 19866 members 
Mstep: Class 5 contains 559 members 
Mstep: Class 6 contains 714 members 
Mstep: Class 7 contains 106734 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192779 members 
Mstep: Class 11 contains 25314 members 
Mstep: Class 12 contains 29871 members 
Mstep: Class 13 contains 40603 members 
Mstep: Class 14 contains 19879 members 
Mstep: Class 15 contains 4431 members 
Mstep: Class 16 contains 115189 members 
Mstep: Class 17 contains 10576 members 
Mstep: Class 18 contains 8884 members 
Mstep: Class 19 contains 22821 members 
Mstep: Class 20 contains 1480 members 
Mstep: Class 21 contains 31783 members 
Mstep: Class 22 contains 100577 members 
Mstep: Class 23 contains 87901 members 
Mstep: Class 24 contains 12885 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 12906 members 
Mstep: Class 29 contains 68799 members 
Mstep: Class 30 contains 3782 members 
Mstep: Class 31 contains 8343 members 
Mstep: Class 32 contains 7348 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 91334 members 
Mstep: Class 35 contains 90276 members 
Mstep: Class 36 contains 132675 members 
Mstep: Class 37 contains 8887 members 
Mstep: Class 38 contains 80312 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 887 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 138330 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 65997 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 59529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194633696.000000 Penalty: 109670.750000
Iteration 145Q: 48 clusters Score -1.946337e+08 nChanged 10797
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 110512 members 
Mstep: Class 3 contains 4517 members 
Mstep: Class 4 contains 19857 members 
Mstep: Class 5 contains 559 members 
Mstep: Class 6 contains 714 members 
Mstep: Class 7 contains 106819 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192784 members 
Mstep: Class 11 contains 25004 members 
Mstep: Class 12 contains 29861 members 
Mstep: Class 13 contains 40492 members 
Mstep: Class 14 contains 19591 members 
Mstep: Class 15 contains 4428 members 
Mstep: Class 16 contains 115784 members 
Mstep: Class 17 contains 10574 members 
Mstep: Class 18 contains 8891 members 
Mstep: Class 19 contains 22822 members 
Mstep: Class 20 contains 1481 members 
Mstep: Class 21 contains 31782 members 
Mstep: Class 22 contains 100128 members 
Mstep: Class 23 contains 87772 members 
Mstep: Class 24 contains 12895 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 12903 members 
Mstep: Class 29 contains 67112 members 
Mstep: Class 30 contains 3784 members 
Mstep: Class 31 contains 8399 members 
Mstep: Class 32 contains 7351 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 91362 members 
Mstep: Class 35 contains 90642 members 
Mstep: Class 36 contains 132773 members 
Mstep: Class 37 contains 8960 members 
Mstep: Class 38 contains 80298 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 887 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 138360 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 66329 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 60175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194632464.000000 Penalty: 109670.750000
Iteration 146Q: 48 clusters Score -1.946325e+08 nChanged 10427
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 111219 members 
Mstep: Class 3 contains 4483 members 
Mstep: Class 4 contains 19849 members 
Mstep: Class 5 contains 559 members 
Mstep: Class 6 contains 714 members 
Mstep: Class 7 contains 106876 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192786 members 
Mstep: Class 11 contains 24705 members 
Mstep: Class 12 contains 29852 members 
Mstep: Class 13 contains 40390 members 
Mstep: Class 14 contains 19291 members 
Mstep: Class 15 contains 4425 members 
Mstep: Class 16 contains 116373 members 
Mstep: Class 17 contains 10576 members 
Mstep: Class 18 contains 8898 members 
Mstep: Class 19 contains 22820 members 
Mstep: Class 20 contains 1481 members 
Mstep: Class 21 contains 31777 members 
Mstep: Class 22 contains 99706 members 
Mstep: Class 23 contains 87667 members 
Mstep: Class 24 contains 12916 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 12902 members 
Mstep: Class 29 contains 65458 members 
Mstep: Class 30 contains 3788 members 
Mstep: Class 31 contains 8462 members 
Mstep: Class 32 contains 7356 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 91368 members 
Mstep: Class 35 contains 90880 members 
Mstep: Class 36 contains 132973 members 
Mstep: Class 37 contains 9048 members 
Mstep: Class 38 contains 80293 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 887 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 138286 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 66733 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 60805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194631104.000000 Penalty: 109670.750000
Iteration 147Q: 48 clusters Score -1.946311e+08 nChanged 10075
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 111900 members 
Mstep: Class 3 contains 4444 members 
Mstep: Class 4 contains 19833 members 
Mstep: Class 5 contains 559 members 
Mstep: Class 6 contains 714 members 
Mstep: Class 7 contains 106911 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192805 members 
Mstep: Class 11 contains 24405 members 
Mstep: Class 12 contains 29851 members 
Mstep: Class 13 contains 40302 members 
Mstep: Class 14 contains 18953 members 
Mstep: Class 15 contains 4422 members 
Mstep: Class 16 contains 116808 members 
Mstep: Class 17 contains 10575 members 
Mstep: Class 18 contains 8911 members 
Mstep: Class 19 contains 22819 members 
Mstep: Class 20 contains 1482 members 
Mstep: Class 21 contains 31775 members 
Mstep: Class 22 contains 99347 members 
Mstep: Class 23 contains 87548 members 
Mstep: Class 24 contains 12935 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 12900 members 
Mstep: Class 29 contains 63846 members 
Mstep: Class 30 contains 3790 members 
Mstep: Class 31 contains 8517 members 
Mstep: Class 32 contains 7362 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 91393 members 
Mstep: Class 35 contains 91076 members 
Mstep: Class 36 contains 133224 members 
Mstep: Class 37 contains 9148 members 
Mstep: Class 38 contains 80282 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 887 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 138146 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 67199 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 61533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194630208.000000 Penalty: 109670.750000
Iteration 148Q: 48 clusters Score -1.946302e+08 nChanged 9877
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 112635 members 
Mstep: Class 3 contains 4411 members 
Mstep: Class 4 contains 19828 members 
Mstep: Class 5 contains 559 members 
Mstep: Class 6 contains 714 members 
Mstep: Class 7 contains 106935 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192822 members 
Mstep: Class 11 contains 24131 members 
Mstep: Class 12 contains 29844 members 
Mstep: Class 13 contains 40249 members 
Mstep: Class 14 contains 18608 members 
Mstep: Class 15 contains 4417 members 
Mstep: Class 16 contains 117068 members 
Mstep: Class 17 contains 10574 members 
Mstep: Class 18 contains 8916 members 
Mstep: Class 19 contains 22818 members 
Mstep: Class 20 contains 1482 members 
Mstep: Class 21 contains 31768 members 
Mstep: Class 22 contains 98935 members 
Mstep: Class 23 contains 87517 members 
Mstep: Class 24 contains 12955 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 12898 members 
Mstep: Class 29 contains 62282 members 
Mstep: Class 30 contains 3792 members 
Mstep: Class 31 contains 8554 members 
Mstep: Class 32 contains 7369 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 91419 members 
Mstep: Class 35 contains 91239 members 
Mstep: Class 36 contains 133481 members 
Mstep: Class 37 contains 9232 members 
Mstep: Class 38 contains 80267 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 887 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 138106 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 67627 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 62263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194629440.000000 Penalty: 109670.750000
Iteration 149Q: 48 clusters Score -1.946294e+08 nChanged 9772
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 113421 members 
Mstep: Class 3 contains 4383 members 
Mstep: Class 4 contains 19804 members 
Mstep: Class 5 contains 559 members 
Mstep: Class 6 contains 714 members 
Mstep: Class 7 contains 106966 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192844 members 
Mstep: Class 11 contains 23881 members 
Mstep: Class 12 contains 29834 members 
Mstep: Class 13 contains 40209 members 
Mstep: Class 14 contains 18312 members 
Mstep: Class 15 contains 4414 members 
Mstep: Class 16 contains 117269 members 
Mstep: Class 17 contains 10571 members 
Mstep: Class 18 contains 8910 members 
Mstep: Class 19 contains 22815 members 
Mstep: Class 20 contains 1482 members 
Mstep: Class 21 contains 31769 members 
Mstep: Class 22 contains 98622 members 
Mstep: Class 23 contains 87529 members 
Mstep: Class 24 contains 12976 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 12898 members 
Mstep: Class 29 contains 60579 members 
Mstep: Class 30 contains 3794 members 
Mstep: Class 31 contains 8598 members 
Mstep: Class 32 contains 7377 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 91447 members 
Mstep: Class 35 contains 91302 members 
Mstep: Class 36 contains 133682 members 
Mstep: Class 37 contains 9331 members 
Mstep: Class 38 contains 80258 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 887 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 138151 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 68091 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 62923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194629264.000000 Penalty: 109670.750000
Iteration 150Q: 48 clusters Score -1.946293e+08 nChanged 9699
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 114215 members 
Mstep: Class 3 contains 4338 members 
Mstep: Class 4 contains 19773 members 
Mstep: Class 5 contains 559 members 
Mstep: Class 6 contains 714 members 
Mstep: Class 7 contains 107019 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192865 members 
Mstep: Class 11 contains 23655 members 
Mstep: Class 12 contains 29832 members 
Mstep: Class 13 contains 40162 members 
Mstep: Class 14 contains 18053 members 
Mstep: Class 15 contains 4411 members 
Mstep: Class 16 contains 117387 members 
Mstep: Class 17 contains 10568 members 
Mstep: Class 18 contains 8908 members 
Mstep: Class 19 contains 22820 members 
Mstep: Class 20 contains 1480 members 
Mstep: Class 21 contains 31771 members 
Mstep: Class 22 contains 98284 members 
Mstep: Class 23 contains 87595 members 
Mstep: Class 24 contains 13001 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 12897 members 
Mstep: Class 29 contains 58888 members 
Mstep: Class 30 contains 3793 members 
Mstep: Class 31 contains 8635 members 
Mstep: Class 32 contains 7384 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 91464 members 
Mstep: Class 35 contains 91405 members 
Mstep: Class 36 contains 133935 members 
Mstep: Class 37 contains 9406 members 
Mstep: Class 38 contains 80235 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 887 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 138246 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 68571 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 63446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194629520.000000 Penalty: 109670.750000
Iteration 151Q: 48 clusters Score -1.946295e+08 nChanged 9629
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 114997 members 
Mstep: Class 3 contains 4298 members 
Mstep: Class 4 contains 19751 members 
Mstep: Class 5 contains 559 members 
Mstep: Class 6 contains 714 members 
Mstep: Class 7 contains 107042 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192879 members 
Mstep: Class 11 contains 23467 members 
Mstep: Class 12 contains 29833 members 
Mstep: Class 13 contains 40105 members 
Mstep: Class 14 contains 17825 members 
Mstep: Class 15 contains 4407 members 
Mstep: Class 16 contains 117441 members 
Mstep: Class 17 contains 10568 members 
Mstep: Class 18 contains 8898 members 
Mstep: Class 19 contains 22828 members 
Mstep: Class 20 contains 1480 members 
Mstep: Class 21 contains 31770 members 
Mstep: Class 22 contains 97956 members 
Mstep: Class 23 contains 87696 members 
Mstep: Class 24 contains 13031 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 12897 members 
Mstep: Class 29 contains 57194 members 
Mstep: Class 30 contains 3793 members 
Mstep: Class 31 contains 8685 members 
Mstep: Class 32 contains 7388 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 91483 members 
Mstep: Class 35 contains 91502 members 
Mstep: Class 36 contains 134277 members 
Mstep: Class 37 contains 9477 members 
Mstep: Class 38 contains 80213 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 887 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 138174 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 69087 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 64000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194629200.000000 Penalty: 109670.750000
Iteration 152Q: 48 clusters Score -1.946292e+08 nChanged 9184
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 115803 members 
Mstep: Class 3 contains 4258 members 
Mstep: Class 4 contains 19731 members 
Mstep: Class 5 contains 559 members 
Mstep: Class 6 contains 714 members 
Mstep: Class 7 contains 107047 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192899 members 
Mstep: Class 11 contains 23294 members 
Mstep: Class 12 contains 29826 members 
Mstep: Class 13 contains 40092 members 
Mstep: Class 14 contains 17595 members 
Mstep: Class 15 contains 4405 members 
Mstep: Class 16 contains 117453 members 
Mstep: Class 17 contains 10567 members 
Mstep: Class 18 contains 8904 members 
Mstep: Class 19 contains 22834 members 
Mstep: Class 20 contains 1480 members 
Mstep: Class 21 contains 31774 members 
Mstep: Class 22 contains 97565 members 
Mstep: Class 23 contains 87885 members 
Mstep: Class 24 contains 13062 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 12895 members 
Mstep: Class 29 contains 55642 members 
Mstep: Class 30 contains 3793 members 
Mstep: Class 31 contains 8741 members 
Mstep: Class 32 contains 7391 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 91492 members 
Mstep: Class 35 contains 91515 members 
Mstep: Class 36 contains 134598 members 
Mstep: Class 37 contains 9564 members 
Mstep: Class 38 contains 80206 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 887 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 138079 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 69657 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 64395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194628800.000000 Penalty: 109670.750000
Iteration 153Q: 48 clusters Score -1.946288e+08 nChanged 8882
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 116532 members 
Mstep: Class 3 contains 4237 members 
Mstep: Class 4 contains 19709 members 
Mstep: Class 5 contains 559 members 
Mstep: Class 6 contains 714 members 
Mstep: Class 7 contains 107025 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192913 members 
Mstep: Class 11 contains 23129 members 
Mstep: Class 12 contains 29818 members 
Mstep: Class 13 contains 40073 members 
Mstep: Class 14 contains 17386 members 
Mstep: Class 15 contains 4406 members 
Mstep: Class 16 contains 117317 members 
Mstep: Class 17 contains 10570 members 
Mstep: Class 18 contains 8902 members 
Mstep: Class 19 contains 22843 members 
Mstep: Class 20 contains 1479 members 
Mstep: Class 21 contains 31776 members 
Mstep: Class 22 contains 97144 members 
Mstep: Class 23 contains 88178 members 
Mstep: Class 24 contains 13087 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 12890 members 
Mstep: Class 29 contains 54371 members 
Mstep: Class 30 contains 3793 members 
Mstep: Class 31 contains 8782 members 
Mstep: Class 32 contains 7394 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 91531 members 
Mstep: Class 35 contains 91469 members 
Mstep: Class 36 contains 135027 members 
Mstep: Class 37 contains 9628 members 
Mstep: Class 38 contains 80201 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 887 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 137964 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 70270 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 64598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194628704.000000 Penalty: 109670.750000
Iteration 154Q: 48 clusters Score -1.946287e+08 nChanged 8337
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 117150 members 
Mstep: Class 3 contains 4217 members 
Mstep: Class 4 contains 19683 members 
Mstep: Class 5 contains 559 members 
Mstep: Class 6 contains 714 members 
Mstep: Class 7 contains 107061 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192915 members 
Mstep: Class 11 contains 22988 members 
Mstep: Class 12 contains 29816 members 
Mstep: Class 13 contains 40044 members 
Mstep: Class 14 contains 17200 members 
Mstep: Class 15 contains 4405 members 
Mstep: Class 16 contains 117256 members 
Mstep: Class 17 contains 10569 members 
Mstep: Class 18 contains 8907 members 
Mstep: Class 19 contains 22852 members 
Mstep: Class 20 contains 1479 members 
Mstep: Class 21 contains 31776 members 
Mstep: Class 22 contains 96729 members 
Mstep: Class 23 contains 88533 members 
Mstep: Class 24 contains 13119 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 1284 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 12886 members 
Mstep: Class 29 contains 53367 members 
Mstep: Class 30 contains 3793 members 
Mstep: Class 31 contains 8818 members 
Mstep: Class 32 contains 7400 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 91534 members 
Mstep: Class 35 contains 91480 members 
Mstep: Class 36 contains 135458 members 
Mstep: Class 37 contains 9655 members 
Mstep: Class 38 contains 80190 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 887 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 137703 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 70879 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 64581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194627968.000000 Penalty: 109670.750000
Iteration 155Q: 48 clusters Score -1.94628e+08 nChanged 7776
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 117683 members 
Mstep: Class 3 contains 4195 members 
Mstep: Class 4 contains 19658 members 
Mstep: Class 5 contains 559 members 
Mstep: Class 6 contains 714 members 
Mstep: Class 7 contains 107061 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192919 members 
Mstep: Class 11 contains 22905 members 
Mstep: Class 12 contains 29817 members 
Mstep: Class 13 contains 40009 members 
Mstep: Class 14 contains 17013 members 
Mstep: Class 15 contains 4401 members 
Mstep: Class 16 contains 117141 members 
Mstep: Class 17 contains 10572 members 
Mstep: Class 18 contains 8911 members 
Mstep: Class 19 contains 22865 members 
Mstep: Class 20 contains 1478 members 
Mstep: Class 21 contains 31774 members 
Mstep: Class 22 contains 96259 members 
Mstep: Class 23 contains 88970 members 
Mstep: Class 24 contains 13132 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 1284 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 12884 members 
Mstep: Class 29 contains 52658 members 
Mstep: Class 30 contains 3792 members 
Mstep: Class 31 contains 8843 members 
Mstep: Class 32 contains 7408 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 91526 members 
Mstep: Class 35 contains 91576 members 
Mstep: Class 36 contains 135829 members 
Mstep: Class 37 contains 9687 members 
Mstep: Class 38 contains 80187 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 887 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 137461 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 71464 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 64365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194627472.000000 Penalty: 109670.750000
Iteration 156Q: 48 clusters Score -1.946275e+08 nChanged 7339
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 118148 members 
Mstep: Class 3 contains 4184 members 
Mstep: Class 4 contains 19634 members 
Mstep: Class 5 contains 559 members 
Mstep: Class 6 contains 714 members 
Mstep: Class 7 contains 107031 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192910 members 
Mstep: Class 11 contains 22833 members 
Mstep: Class 12 contains 29826 members 
Mstep: Class 13 contains 39991 members 
Mstep: Class 14 contains 16851 members 
Mstep: Class 15 contains 4397 members 
Mstep: Class 16 contains 116959 members 
Mstep: Class 17 contains 10577 members 
Mstep: Class 18 contains 8915 members 
Mstep: Class 19 contains 22865 members 
Mstep: Class 20 contains 1478 members 
Mstep: Class 21 contains 31775 members 
Mstep: Class 22 contains 95874 members 
Mstep: Class 23 contains 89407 members 
Mstep: Class 24 contains 13142 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 1284 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 12884 members 
Mstep: Class 29 contains 52142 members 
Mstep: Class 30 contains 3793 members 
Mstep: Class 31 contains 8866 members 
Mstep: Class 32 contains 7418 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 91576 members 
Mstep: Class 35 contains 91714 members 
Mstep: Class 36 contains 136057 members 
Mstep: Class 37 contains 9677 members 
Mstep: Class 38 contains 80177 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 887 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 137329 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 72073 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 63940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194626928.000000 Penalty: 109670.750000
Iteration 157Q: 48 clusters Score -1.946269e+08 nChanged 7033
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 118454 members 
Mstep: Class 3 contains 4164 members 
Mstep: Class 4 contains 19616 members 
Mstep: Class 5 contains 559 members 
Mstep: Class 6 contains 714 members 
Mstep: Class 7 contains 106989 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192906 members 
Mstep: Class 11 contains 22761 members 
Mstep: Class 12 contains 29828 members 
Mstep: Class 13 contains 39984 members 
Mstep: Class 14 contains 16700 members 
Mstep: Class 15 contains 4392 members 
Mstep: Class 16 contains 116786 members 
Mstep: Class 17 contains 10580 members 
Mstep: Class 18 contains 8915 members 
Mstep: Class 19 contains 22868 members 
Mstep: Class 20 contains 1478 members 
Mstep: Class 21 contains 31775 members 
Mstep: Class 22 contains 95541 members 
Mstep: Class 23 contains 89853 members 
Mstep: Class 24 contains 13163 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 1283 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 12883 members 
Mstep: Class 29 contains 51754 members 
Mstep: Class 30 contains 3795 members 
Mstep: Class 31 contains 8894 members 
Mstep: Class 32 contains 7428 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 91626 members 
Mstep: Class 35 contains 91863 members 
Mstep: Class 36 contains 136253 members 
Mstep: Class 37 contains 9679 members 
Mstep: Class 38 contains 80164 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 887 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 137297 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 72711 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 63344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194626496.000000 Penalty: 109670.750000
Iteration 158Q: 48 clusters Score -1.946265e+08 nChanged 6748
Entering ConstructFrom: 
Score: -194626496.000000 Penalty: 109670.750000
Entering ConstructFrom: 
Trying to split cluster 1 (368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Entering Unmasked Estep 
Score: -24045.019531 Penalty: 960.063477
	Iteration 0F: 2 clusters Score -24045.02 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 170 members 
Entering Unmasked Estep 
Score: -23191.216797 Penalty: 1920.126953
	Iteration 0F: 3 clusters Score -23191.22 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -23532.400391 Penalty: 1920.126953
	Iteration 1F: 3 clusters Score -23532.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -23725.865234 Penalty: 1920.126953
	Iteration 2F: 3 clusters Score -23725.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -23831.164062 Penalty: 1920.126953
	Iteration 3Q: 3 clusters Score -23831.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -23927.380859 Penalty: 1920.126953
	Iteration 4Q: 3 clusters Score -23927.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -23964.275391 Penalty: 1920.126953
	Iteration 5Q: 3 clusters Score -23964.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -23980.103516 Penalty: 1920.126953
	Iteration 6Q: 3 clusters Score -23980.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -23989.644531 Penalty: 1920.126953
	Iteration 7Q: 3 clusters Score -23989.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -23992.871094 Penalty: 1920.126953
	Iteration 8Q: 3 clusters Score -23992.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -23995.089844 Penalty: 1920.126953
	Iteration 9Q: 3 clusters Score -23995.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -23999.076172 Penalty: 1920.126953
	Iteration 10Q: 3 clusters Score -23999.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -24003.539062 Penalty: 1920.126953
	Iteration 11Q: 3 clusters Score -24003.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -24013.509766 Penalty: 1920.126953
	Iteration 12Q: 3 clusters Score -24013.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -24015.644531 Penalty: 1920.126953
	Iteration 13Q: 3 clusters Score -24015.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -24016.035156 Penalty: 1920.126953
	Iteration 14Q: 3 clusters Score -24016.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -24018.832031 Penalty: 1920.126953
	Iteration 15F: 3 clusters Score -24018.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -24034.316406 Penalty: 1920.126953
	Iteration 16Q: 3 clusters Score -24034.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -24053.511719 Penalty: 1920.126953
	Iteration 17Q: 3 clusters Score -24053.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -24080.992188 Penalty: 1920.126953
	Iteration 18Q: 3 clusters Score -24080.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -24083.406250 Penalty: 1920.126953
	Iteration 19Q: 3 clusters Score -24083.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -24083.406250 Penalty: 1920.126953
	Iteration 20F: 3 clusters Score -24083.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 118730 members 
Mstep: Class 3 contains 4141 members 
Mstep: Class 4 contains 19594 members 
Mstep: Class 5 contains 559 members 
Mstep: Class 6 contains 714 members 
Mstep: Class 7 contains 106951 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192902 members 
Mstep: Class 11 contains 22707 members 
Mstep: Class 12 contains 29827 members 
Mstep: Class 13 contains 39962 members 
Mstep: Class 14 contains 16552 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 116624 members 
Mstep: Class 17 contains 10582 members 
Mstep: Class 18 contains 8913 members 
Mstep: Class 19 contains 22876 members 
Mstep: Class 20 contains 1478 members 
Mstep: Class 21 contains 31773 members 
Mstep: Class 22 contains 95334 members 
Mstep: Class 23 contains 90216 members 
Mstep: Class 24 contains 13179 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 1283 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 12883 members 
Mstep: Class 29 contains 51425 members 
Mstep: Class 30 contains 3796 members 
Mstep: Class 31 contains 8925 members 
Mstep: Class 32 contains 7435 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 91662 members 
Mstep: Class 35 contains 92057 members 
Mstep: Class 36 contains 136325 members 
Mstep: Class 37 contains 9699 members 
Mstep: Class 38 contains 80160 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 887 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 137312 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 73345 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 62690 members 
Mstep: Class 48 contains 136 members 
Entering Unmasked Estep 
Score: -194623984.000000 Penalty: 112004.171875
Splitting cluster 1 changes total score from -194626496.000000 to -194623984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (118730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118730 members 
Entering Unmasked Estep 
Score: -14103143.000000 Penalty: 1898.748779
	Iteration 0F: 2 clusters Score -1.410314e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59528 members 
Mstep: Class 2 contains 59202 members 
Entering Unmasked Estep 
Score: -14031145.000000 Penalty: 3797.497559
	Iteration 0F: 3 clusters Score -1.403114e+07 nChanged 57118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61770 members 
Mstep: Class 2 contains 56960 members 
Entering Unmasked Estep 
Score: -14063846.000000 Penalty: 3797.497559
	Iteration 1F: 3 clusters Score -1.406385e+07 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63228 members 
Mstep: Class 2 contains 55502 members 
Entering Unmasked Estep 
Score: -14064723.000000 Penalty: 3797.497559
	Iteration 2Q: 3 clusters Score -1.406472e+07 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65550 members 
Mstep: Class 2 contains 53180 members 
Entering Unmasked Estep 
Score: -14065709.000000 Penalty: 3797.497559
	Iteration 3Q: 3 clusters Score -1.406571e+07 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69012 members 
Mstep: Class 2 contains 49718 members 
Entering Unmasked Estep 
Score: -14067358.000000 Penalty: 3797.497559
	Iteration 4Q: 3 clusters Score -1.406736e+07 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74116 members 
Mstep: Class 2 contains 44614 members 
Entering Unmasked Estep 
Score: -14070164.000000 Penalty: 3797.497559
	Iteration 5Q: 3 clusters Score -1.407016e+07 nChanged 7452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81280 members 
Mstep: Class 2 contains 37450 members 
Entering Unmasked Estep 
Score: -14075012.000000 Penalty: 3797.497559
	Iteration 6F: 3 clusters Score -1.407501e+07 nChanged 9057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90207 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -14081797.000000 Penalty: 3797.497559
	Iteration 7F: 3 clusters Score -1.40818e+07 nChanged 9245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99364 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -14088223.000000 Penalty: 3797.497559
	Iteration 8F: 3 clusters Score -1.408822e+07 nChanged 7239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106489 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -14092921.000000 Penalty: 3797.497559
	Iteration 9F: 3 clusters Score -1.409292e+07 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110991 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -14096655.000000 Penalty: 3797.497559
	Iteration 10Q: 3 clusters Score -1.409666e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113612 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -14098550.000000 Penalty: 3797.497559
	Iteration 11Q: 3 clusters Score -1.409855e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115132 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -14099543.000000 Penalty: 3797.497559
	Iteration 12Q: 3 clusters Score -1.409954e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116045 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -14100237.000000 Penalty: 3797.497559
	Iteration 13Q: 3 clusters Score -1.410024e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116641 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -14100621.000000 Penalty: 3797.497559
	Iteration 14Q: 3 clusters Score -1.410062e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117029 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -14100923.000000 Penalty: 3797.497559
	Iteration 15Q: 3 clusters Score -1.410092e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117266 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -14101079.000000 Penalty: 3797.497559
	Iteration 16Q: 3 clusters Score -1.410108e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117425 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -14101208.000000 Penalty: 3797.497559
	Iteration 17Q: 3 clusters Score -1.410121e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117530 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -14101337.000000 Penalty: 3797.497559
	Iteration 18Q: 3 clusters Score -1.410134e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117610 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -14101401.000000 Penalty: 3797.497559
	Iteration 19Q: 3 clusters Score -1.41014e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117661 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -14101439.000000 Penalty: 3797.497559
	Iteration 20F: 3 clusters Score -1.410144e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117707 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -14101498.000000 Penalty: 3797.497559
	Iteration 21Q: 3 clusters Score -1.41015e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117749 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -14101538.000000 Penalty: 3797.497559
	Iteration 22Q: 3 clusters Score -1.410154e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117785 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -14101550.000000 Penalty: 3797.497559
	Iteration 23Q: 3 clusters Score -1.410155e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117808 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -14101572.000000 Penalty: 3797.497559
	Iteration 24Q: 3 clusters Score -1.410157e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117821 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -14101572.000000 Penalty: 3797.497559
	Iteration 25Q: 3 clusters Score -1.410157e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117832 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -14101581.000000 Penalty: 3797.497559
	Iteration 26Q: 3 clusters Score -1.410158e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117841 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -14101588.000000 Penalty: 3797.497559
	Iteration 27Q: 3 clusters Score -1.410159e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117852 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -14101595.000000 Penalty: 3797.497559
	Iteration 28Q: 3 clusters Score -1.41016e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117857 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -14101591.000000 Penalty: 3797.497559
	Iteration 29Q: 3 clusters Score -1.410159e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117861 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -14101608.000000 Penalty: 3797.497559
	Iteration 30Q: 3 clusters Score -1.410161e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117872 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -14101622.000000 Penalty: 3797.497559
	Iteration 31Q: 3 clusters Score -1.410162e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117879 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -14101636.000000 Penalty: 3797.497559
	Iteration 32Q: 3 clusters Score -1.410164e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117885 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -14101628.000000 Penalty: 3797.497559
	Iteration 33Q: 3 clusters Score -1.410163e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117885 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -14101645.000000 Penalty: 3797.497559
	Iteration 34Q: 3 clusters Score -1.410164e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117889 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -14101653.000000 Penalty: 3797.497559
	Iteration 35Q: 3 clusters Score -1.410165e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117891 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -14101654.000000 Penalty: 3797.497559
	Iteration 36Q: 3 clusters Score -1.410165e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117888 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -14101666.000000 Penalty: 3797.497559
	Iteration 37Q: 3 clusters Score -1.410167e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117888 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -14101659.000000 Penalty: 3797.497559
	Iteration 38Q: 3 clusters Score -1.410166e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117886 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -14101660.000000 Penalty: 3797.497559
	Iteration 39Q: 3 clusters Score -1.410166e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117883 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -14101670.000000 Penalty: 3797.497559
	Iteration 40F: 3 clusters Score -1.410167e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117884 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -14101666.000000 Penalty: 3797.497559
	Iteration 41Q: 3 clusters Score -1.410167e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117885 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -14101658.000000 Penalty: 3797.497559
	Iteration 42Q: 3 clusters Score -1.410166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117887 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -14101658.000000 Penalty: 3797.497559
	Iteration 43Q: 3 clusters Score -1.410166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117888 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -14101657.000000 Penalty: 3797.497559
	Iteration 44Q: 3 clusters Score -1.410166e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117891 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -14101672.000000 Penalty: 3797.497559
	Iteration 45Q: 3 clusters Score -1.410167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117891 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -14101670.000000 Penalty: 3797.497559
	Iteration 46Q: 3 clusters Score -1.410167e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117891 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -14101670.000000 Penalty: 3797.497559
	Iteration 47Q: 3 clusters Score -1.410167e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117892 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -14101677.000000 Penalty: 3797.497559
	Iteration 48Q: 3 clusters Score -1.410168e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117895 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -14101678.000000 Penalty: 3797.497559
	Iteration 49Q: 3 clusters Score -1.410168e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117895 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -14101682.000000 Penalty: 3797.497559
	Iteration 50Q: 3 clusters Score -1.410168e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117894 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -14101693.000000 Penalty: 3797.497559
	Iteration 51Q: 3 clusters Score -1.410169e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117895 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -14101681.000000 Penalty: 3797.497559
	Iteration 52Q: 3 clusters Score -1.410168e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117901 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -14101677.000000 Penalty: 3797.497559
	Iteration 53Q: 3 clusters Score -1.410168e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117905 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -14101689.000000 Penalty: 3797.497559
	Iteration 54Q: 3 clusters Score -1.410169e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117912 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -14101707.000000 Penalty: 3797.497559
	Iteration 55Q: 3 clusters Score -1.410171e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117916 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -14101697.000000 Penalty: 3797.497559
	Iteration 56Q: 3 clusters Score -1.41017e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117920 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -14101708.000000 Penalty: 3797.497559
	Iteration 57Q: 3 clusters Score -1.410171e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117922 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -14101698.000000 Penalty: 3797.497559
	Iteration 58Q: 3 clusters Score -1.41017e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117924 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -14101708.000000 Penalty: 3797.497559
	Iteration 59Q: 3 clusters Score -1.410171e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117925 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -14101710.000000 Penalty: 3797.497559
	Iteration 60F: 3 clusters Score -1.410171e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117925 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -14101707.000000 Penalty: 3797.497559
	Iteration 61Q: 3 clusters Score -1.410171e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117927 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -14101711.000000 Penalty: 3797.497559
	Iteration 62Q: 3 clusters Score -1.410171e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117927 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -14101719.000000 Penalty: 3797.497559
	Iteration 63Q: 3 clusters Score -1.410172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117926 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -14101718.000000 Penalty: 3797.497559
	Iteration 64Q: 3 clusters Score -1.410172e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117923 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -14101720.000000 Penalty: 3797.497559
	Iteration 65Q: 3 clusters Score -1.410172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117923 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -14101719.000000 Penalty: 3797.497559
	Iteration 66Q: 3 clusters Score -1.410172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117925 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -14101724.000000 Penalty: 3797.497559
	Iteration 67Q: 3 clusters Score -1.410172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117925 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -14101719.000000 Penalty: 3797.497559
	Iteration 68Q: 3 clusters Score -1.410172e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117927 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -14101719.000000 Penalty: 3797.497559
	Iteration 69Q: 3 clusters Score -1.410172e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117929 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -14101723.000000 Penalty: 3797.497559
	Iteration 70Q: 3 clusters Score -1.410172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117927 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -14101719.000000 Penalty: 3797.497559
	Iteration 71Q: 3 clusters Score -1.410172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117926 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -14101723.000000 Penalty: 3797.497559
	Iteration 72Q: 3 clusters Score -1.410172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117924 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -14101724.000000 Penalty: 3797.497559
	Iteration 73Q: 3 clusters Score -1.410172e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117924 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -14101724.000000 Penalty: 3797.497559
	Iteration 74F: 3 clusters Score -1.410172e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Entering Unmasked Estep 
Score: -480579.093750 Penalty: 1353.412476
	Iteration 0F: 2 clusters Score -480579.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -477113.531250 Penalty: 2706.824951
	Iteration 0F: 3 clusters Score -477113.5 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -478076.500000 Penalty: 2706.824951
	Iteration 1F: 3 clusters Score -478076.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -478346.812500 Penalty: 2706.824951
	Iteration 2F: 3 clusters Score -478346.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -478537.125000 Penalty: 2706.824951
	Iteration 3F: 3 clusters Score -478537.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -478704.312500 Penalty: 2706.824951
	Iteration 4F: 3 clusters Score -478704.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -478859.468750 Penalty: 2706.824951
	Iteration 5Q: 3 clusters Score -478859.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -479013.468750 Penalty: 2706.824951
	Iteration 6Q: 3 clusters Score -479013.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -479151.718750 Penalty: 2706.824951
	Iteration 7Q: 3 clusters Score -479151.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -479291.781250 Penalty: 2706.824951
	Iteration 8Q: 3 clusters Score -479291.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -479403.375000 Penalty: 2706.824951
	Iteration 9Q: 3 clusters Score -479403.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -479468.000000 Penalty: 2706.824951
	Iteration 10Q: 3 clusters Score -479468 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -479523.437500 Penalty: 2706.824951
	Iteration 11Q: 3 clusters Score -479523.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -479558.656250 Penalty: 2706.824951
	Iteration 12Q: 3 clusters Score -479558.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -479580.968750 Penalty: 2706.824951
	Iteration 13Q: 3 clusters Score -479581 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -479603.750000 Penalty: 2706.824951
	Iteration 14Q: 3 clusters Score -479603.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -479613.937500 Penalty: 2706.824951
	Iteration 15Q: 3 clusters Score -479613.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -479619.750000 Penalty: 2706.824951
	Iteration 16Q: 3 clusters Score -479619.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -479625.906250 Penalty: 2706.824951
	Iteration 17Q: 3 clusters Score -479625.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -479629.562500 Penalty: 2706.824951
	Iteration 18Q: 3 clusters Score -479629.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -479632.250000 Penalty: 2706.824951
	Iteration 19Q: 3 clusters Score -479632.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -479633.093750 Penalty: 2706.824951
	Iteration 20F: 3 clusters Score -479633.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -479633.031250 Penalty: 2706.824951
	Iteration 21Q: 3 clusters Score -479633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -479633.843750 Penalty: 2706.824951
	Iteration 22Q: 3 clusters Score -479633.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -479633.843750 Penalty: 2706.824951
	Iteration 23F: 3 clusters Score -479633.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Entering Unmasked Estep 
Score: -2258039.000000 Penalty: 1605.984009
	Iteration 0F: 2 clusters Score -2258039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -2244790.250000 Penalty: 3211.968018
	Iteration 0F: 3 clusters Score -2244790 nChanged 8780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -2249582.500000 Penalty: 3211.968018
	Iteration 1F: 3 clusters Score -2249582 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -2249822.500000 Penalty: 3211.968018
	Iteration 2Q: 3 clusters Score -2249822 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -2250019.750000 Penalty: 3211.968018
	Iteration 3Q: 3 clusters Score -2250020 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -2250203.750000 Penalty: 3211.968018
	Iteration 4Q: 3 clusters Score -2250204 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -2250357.000000 Penalty: 3211.968018
	Iteration 5Q: 3 clusters Score -2250357 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -2250511.000000 Penalty: 3211.968018
	Iteration 6Q: 3 clusters Score -2250511 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -2250687.500000 Penalty: 3211.968018
	Iteration 7Q: 3 clusters Score -2250688 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -2250897.500000 Penalty: 3211.968018
	Iteration 8Q: 3 clusters Score -2250898 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -2251190.250000 Penalty: 3211.968018
	Iteration 9Q: 3 clusters Score -2251190 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -2251552.750000 Penalty: 3211.968018
	Iteration 10Q: 3 clusters Score -2251553 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -2252044.000000 Penalty: 3211.968018
	Iteration 11Q: 3 clusters Score -2252044 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -2252604.250000 Penalty: 3211.968018
	Iteration 12Q: 3 clusters Score -2252604 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -2253197.250000 Penalty: 3211.968018
	Iteration 13Q: 3 clusters Score -2253197 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -2253679.750000 Penalty: 3211.968018
	Iteration 14Q: 3 clusters Score -2253680 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -2254040.750000 Penalty: 3211.968018
	Iteration 15Q: 3 clusters Score -2254041 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -2254288.250000 Penalty: 3211.968018
	Iteration 16Q: 3 clusters Score -2254288 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -2254447.500000 Penalty: 3211.968018
	Iteration 17Q: 3 clusters Score -2254448 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -2254550.500000 Penalty: 3211.968018
	Iteration 18Q: 3 clusters Score -2254550 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -2254650.500000 Penalty: 3211.968018
	Iteration 19Q: 3 clusters Score -2254650 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -2254751.500000 Penalty: 3211.968018
	Iteration 20F: 3 clusters Score -2254752 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -2254837.250000 Penalty: 3211.968018
	Iteration 21Q: 3 clusters Score -2254837 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -2254926.750000 Penalty: 3211.968018
	Iteration 22Q: 3 clusters Score -2254927 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -2255029.500000 Penalty: 3211.968018
	Iteration 23Q: 3 clusters Score -2255030 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -2255130.750000 Penalty: 3211.968018
	Iteration 24Q: 3 clusters Score -2255131 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -2255233.750000 Penalty: 3211.968018
	Iteration 25Q: 3 clusters Score -2255234 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -2255320.250000 Penalty: 3211.968018
	Iteration 26Q: 3 clusters Score -2255320 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -2255427.000000 Penalty: 3211.968018
	Iteration 27Q: 3 clusters Score -2255427 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -2255508.000000 Penalty: 3211.968018
	Iteration 28Q: 3 clusters Score -2255508 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2255598.750000 Penalty: 3211.968018
	Iteration 29Q: 3 clusters Score -2255599 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2255700.750000 Penalty: 3211.968018
	Iteration 30Q: 3 clusters Score -2255701 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -2255772.000000 Penalty: 3211.968018
	Iteration 31Q: 3 clusters Score -2255772 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2255863.500000 Penalty: 3211.968018
	Iteration 32Q: 3 clusters Score -2255864 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2255930.500000 Penalty: 3211.968018
	Iteration 33Q: 3 clusters Score -2255930 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2256002.750000 Penalty: 3211.968018
	Iteration 34Q: 3 clusters Score -2256003 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2256054.250000 Penalty: 3211.968018
	Iteration 35Q: 3 clusters Score -2256054 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2256115.250000 Penalty: 3211.968018
	Iteration 36Q: 3 clusters Score -2256115 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2256159.000000 Penalty: 3211.968018
	Iteration 37Q: 3 clusters Score -2256159 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2256206.000000 Penalty: 3211.968018
	Iteration 38Q: 3 clusters Score -2256206 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2256240.500000 Penalty: 3211.968018
	Iteration 39Q: 3 clusters Score -2256240 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2256283.250000 Penalty: 3211.968018
	Iteration 40F: 3 clusters Score -2256283 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2256320.750000 Penalty: 3211.968018
	Iteration 41Q: 3 clusters Score -2256321 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2256369.250000 Penalty: 3211.968018
	Iteration 42Q: 3 clusters Score -2256369 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2256410.750000 Penalty: 3211.968018
	Iteration 43Q: 3 clusters Score -2256411 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2256445.000000 Penalty: 3211.968018
	Iteration 44Q: 3 clusters Score -2256445 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2256465.000000 Penalty: 3211.968018
	Iteration 45Q: 3 clusters Score -2256465 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2256479.750000 Penalty: 3211.968018
	Iteration 46Q: 3 clusters Score -2256480 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2256495.000000 Penalty: 3211.968018
	Iteration 47Q: 3 clusters Score -2256495 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2256520.500000 Penalty: 3211.968018
	Iteration 48Q: 3 clusters Score -2256520 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2256534.250000 Penalty: 3211.968018
	Iteration 49Q: 3 clusters Score -2256534 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2256543.500000 Penalty: 3211.968018
	Iteration 50Q: 3 clusters Score -2256544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2256551.750000 Penalty: 3211.968018
	Iteration 51Q: 3 clusters Score -2256552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2256559.500000 Penalty: 3211.968018
	Iteration 52Q: 3 clusters Score -2256560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2256565.250000 Penalty: 3211.968018
	Iteration 53Q: 3 clusters Score -2256565 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2256572.500000 Penalty: 3211.968018
	Iteration 54Q: 3 clusters Score -2256572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2256576.750000 Penalty: 3211.968018
	Iteration 55Q: 3 clusters Score -2256577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2256581.500000 Penalty: 3211.968018
	Iteration 56Q: 3 clusters Score -2256582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2256587.750000 Penalty: 3211.968018
	Iteration 57Q: 3 clusters Score -2256588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2256591.000000 Penalty: 3211.968018
	Iteration 58Q: 3 clusters Score -2256591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2256598.000000 Penalty: 3211.968018
	Iteration 59Q: 3 clusters Score -2256598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2256603.250000 Penalty: 3211.968018
	Iteration 60F: 3 clusters Score -2256603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2256604.000000 Penalty: 3211.968018
	Iteration 61Q: 3 clusters Score -2256604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2256613.000000 Penalty: 3211.968018
	Iteration 62Q: 3 clusters Score -2256613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2256614.500000 Penalty: 3211.968018
	Iteration 63Q: 3 clusters Score -2256614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2256620.000000 Penalty: 3211.968018
	Iteration 64Q: 3 clusters Score -2256620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2256620.750000 Penalty: 3211.968018
	Iteration 65Q: 3 clusters Score -2256621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2256621.250000 Penalty: 3211.968018
	Iteration 66Q: 3 clusters Score -2256621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2256621.000000 Penalty: 3211.968018
	Iteration 67Q: 3 clusters Score -2256621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2256621.000000 Penalty: 3211.968018
	Iteration 68F: 3 clusters Score -2256621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Entering Unmasked Estep 
Score: -48108.265625 Penalty: 1027.999268
	Iteration 0F: 2 clusters Score -48108.27 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 281 members 
Entering Unmasked Estep 
Score: -47047.929688 Penalty: 2055.998535
	Iteration 0F: 3 clusters Score -47047.93 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -47319.753906 Penalty: 2055.998535
	Iteration 1F: 3 clusters Score -47319.75 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -47497.226562 Penalty: 2055.998535
	Iteration 2F: 3 clusters Score -47497.23 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -47609.031250 Penalty: 2055.998535
	Iteration 3F: 3 clusters Score -47609.03 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -47691.382812 Penalty: 2055.998535
	Iteration 4F: 3 clusters Score -47691.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -47757.007812 Penalty: 2055.998535
	Iteration 5Q: 3 clusters Score -47757.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -47794.410156 Penalty: 2055.998535
	Iteration 6Q: 3 clusters Score -47794.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -47818.359375 Penalty: 2055.998535
	Iteration 7Q: 3 clusters Score -47818.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -47819.535156 Penalty: 2055.998535
	Iteration 8Q: 3 clusters Score -47819.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -47821.382812 Penalty: 2055.998535
	Iteration 9Q: 3 clusters Score -47821.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -47832.027344 Penalty: 2055.998535
	Iteration 10Q: 3 clusters Score -47832.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -47835.292969 Penalty: 2055.998535
	Iteration 11Q: 3 clusters Score -47835.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -47835.742188 Penalty: 2055.998535
	Iteration 12Q: 3 clusters Score -47835.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -47840.687500 Penalty: 2055.998535
	Iteration 13Q: 3 clusters Score -47840.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -47844.222656 Penalty: 2055.998535
	Iteration 14Q: 3 clusters Score -47844.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -47847.261719 Penalty: 2055.998535
	Iteration 15Q: 3 clusters Score -47847.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -47849.382812 Penalty: 2055.998535
	Iteration 16Q: 3 clusters Score -47849.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -47849.382812 Penalty: 2055.998535
	Iteration 17F: 3 clusters Score -47849.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Entering Unmasked Estep 
Score: -62033.546875 Penalty: 1067.768433
	Iteration 0F: 2 clusters Score -62033.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -60861.203125 Penalty: 2135.536865
	Iteration 0F: 3 clusters Score -60861.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -61249.312500 Penalty: 2135.536865
	Iteration 1F: 3 clusters Score -61249.31 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -61385.199219 Penalty: 2135.536865
	Iteration 2F: 3 clusters Score -61385.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -61497.667969 Penalty: 2135.536865
	Iteration 3F: 3 clusters Score -61497.67 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -61614.824219 Penalty: 2135.536865
	Iteration 4F: 3 clusters Score -61614.82 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -61747.832031 Penalty: 2135.536865
	Iteration 5F: 3 clusters Score -61747.83 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -61805.089844 Penalty: 2135.536865
	Iteration 6Q: 3 clusters Score -61805.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -61830.464844 Penalty: 2135.536865
	Iteration 7Q: 3 clusters Score -61830.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -61848.113281 Penalty: 2135.536865
	Iteration 8Q: 3 clusters Score -61848.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -61871.042969 Penalty: 2135.536865
	Iteration 9Q: 3 clusters Score -61871.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -61886.765625 Penalty: 2135.536865
	Iteration 10Q: 3 clusters Score -61886.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -61908.550781 Penalty: 2135.536865
	Iteration 11Q: 3 clusters Score -61908.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -61909.441406 Penalty: 2135.536865
	Iteration 12Q: 3 clusters Score -61909.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -61909.664062 Penalty: 2135.536865
	Iteration 13Q: 3 clusters Score -61909.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -61910.375000 Penalty: 2135.536865
	Iteration 14Q: 3 clusters Score -61910.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -61910.375000 Penalty: 2135.536865
	Iteration 15F: 3 clusters Score -61910.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (106951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106951 members 
Entering Unmasked Estep 
Score: -12151747.000000 Penalty: 1881.770386
	Iteration 0F: 2 clusters Score -1.215175e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53263 members 
Mstep: Class 2 contains 53688 members 
Entering Unmasked Estep 
Score: -12080074.000000 Penalty: 3763.540771
	Iteration 0F: 3 clusters Score -1.208007e+07 nChanged 51344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49271 members 
Mstep: Class 2 contains 57680 members 
Entering Unmasked Estep 
Score: -12110154.000000 Penalty: 3763.540771
	Iteration 1F: 3 clusters Score -1.211015e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46841 members 
Mstep: Class 2 contains 60110 members 
Entering Unmasked Estep 
Score: -12111148.000000 Penalty: 3763.540771
	Iteration 2Q: 3 clusters Score -1.211115e+07 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 63933 members 
Entering Unmasked Estep 
Score: -12113067.000000 Penalty: 3763.540771
	Iteration 3Q: 3 clusters Score -1.211307e+07 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 69523 members 
Entering Unmasked Estep 
Score: -12116516.000000 Penalty: 3763.540771
	Iteration 4F: 3 clusters Score -1.211652e+07 nChanged 7901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 77118 members 
Entering Unmasked Estep 
Score: -12122315.000000 Penalty: 3763.540771
	Iteration 5F: 3 clusters Score -1.212232e+07 nChanged 9353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 86325 members 
Entering Unmasked Estep 
Score: -12130780.000000 Penalty: 3763.540771
	Iteration 6F: 3 clusters Score -1.213078e+07 nChanged 8791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 95084 members 
Entering Unmasked Estep 
Score: -12139337.000000 Penalty: 3763.540771
	Iteration 7F: 3 clusters Score -1.213934e+07 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 101184 members 
Entering Unmasked Estep 
Score: -12145298.000000 Penalty: 3763.540771
	Iteration 8F: 3 clusters Score -1.21453e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 104403 members 
Entering Unmasked Estep 
Score: -12148342.000000 Penalty: 3763.540771
	Iteration 9Q: 3 clusters Score -1.214834e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 105717 members 
Entering Unmasked Estep 
Score: -12149561.000000 Penalty: 3763.540771
	Iteration 10Q: 3 clusters Score -1.214956e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 106182 members 
Entering Unmasked Estep 
Score: -12150070.000000 Penalty: 3763.540771
	Iteration 11Q: 3 clusters Score -1.215007e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 106317 members 
Entering Unmasked Estep 
Score: -12150236.000000 Penalty: 3763.540771
	Iteration 12Q: 3 clusters Score -1.215024e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 106358 members 
Entering Unmasked Estep 
Score: -12150318.000000 Penalty: 3763.540771
	Iteration 13Q: 3 clusters Score -1.215032e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 106382 members 
Entering Unmasked Estep 
Score: -12150405.000000 Penalty: 3763.540771
	Iteration 14Q: 3 clusters Score -1.21504e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 106390 members 
Entering Unmasked Estep 
Score: -12150431.000000 Penalty: 3763.540771
	Iteration 15Q: 3 clusters Score -1.215043e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 106382 members 
Entering Unmasked Estep 
Score: -12150464.000000 Penalty: 3763.540771
	Iteration 16Q: 3 clusters Score -1.215046e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 106378 members 
Entering Unmasked Estep 
Score: -12150465.000000 Penalty: 3763.540771
	Iteration 17Q: 3 clusters Score -1.215046e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 106380 members 
Entering Unmasked Estep 
Score: -12150471.000000 Penalty: 3763.540771
	Iteration 18Q: 3 clusters Score -1.215047e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 106387 members 
Entering Unmasked Estep 
Score: -12150476.000000 Penalty: 3763.540771
	Iteration 19Q: 3 clusters Score -1.215048e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 106386 members 
Entering Unmasked Estep 
Score: -12150477.000000 Penalty: 3763.540771
	Iteration 20F: 3 clusters Score -1.215048e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 106382 members 
Entering Unmasked Estep 
Score: -12150485.000000 Penalty: 3763.540771
	Iteration 21Q: 3 clusters Score -1.215048e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 106379 members 
Entering Unmasked Estep 
Score: -12150489.000000 Penalty: 3763.540771
	Iteration 22Q: 3 clusters Score -1.215049e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 106385 members 
Entering Unmasked Estep 
Score: -12150503.000000 Penalty: 3763.540771
	Iteration 23Q: 3 clusters Score -1.21505e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 106393 members 
Entering Unmasked Estep 
Score: -12150512.000000 Penalty: 3763.540771
	Iteration 24Q: 3 clusters Score -1.215051e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 106395 members 
Entering Unmasked Estep 
Score: -12150528.000000 Penalty: 3763.540771
	Iteration 25Q: 3 clusters Score -1.215053e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 106401 members 
Entering Unmasked Estep 
Score: -12150539.000000 Penalty: 3763.540771
	Iteration 26Q: 3 clusters Score -1.215054e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 106405 members 
Entering Unmasked Estep 
Score: -12150542.000000 Penalty: 3763.540771
	Iteration 27Q: 3 clusters Score -1.215054e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 106407 members 
Entering Unmasked Estep 
Score: -12150549.000000 Penalty: 3763.540771
	Iteration 28Q: 3 clusters Score -1.215055e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 106409 members 
Entering Unmasked Estep 
Score: -12150566.000000 Penalty: 3763.540771
	Iteration 29Q: 3 clusters Score -1.215057e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 106407 members 
Entering Unmasked Estep 
Score: -12150566.000000 Penalty: 3763.540771
	Iteration 30Q: 3 clusters Score -1.215057e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 106407 members 
Entering Unmasked Estep 
Score: -12150568.000000 Penalty: 3763.540771
	Iteration 31Q: 3 clusters Score -1.215057e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 106406 members 
Entering Unmasked Estep 
Score: -12150564.000000 Penalty: 3763.540771
	Iteration 32Q: 3 clusters Score -1.215056e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 106409 members 
Entering Unmasked Estep 
Score: -12150569.000000 Penalty: 3763.540771
	Iteration 33Q: 3 clusters Score -1.215057e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 106413 members 
Entering Unmasked Estep 
Score: -12150570.000000 Penalty: 3763.540771
	Iteration 34Q: 3 clusters Score -1.215057e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 106417 members 
Entering Unmasked Estep 
Score: -12150583.000000 Penalty: 3763.540771
	Iteration 35Q: 3 clusters Score -1.215058e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 106419 members 
Entering Unmasked Estep 
Score: -12150584.000000 Penalty: 3763.540771
	Iteration 36Q: 3 clusters Score -1.215058e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 106420 members 
Entering Unmasked Estep 
Score: -12150580.000000 Penalty: 3763.540771
	Iteration 37Q: 3 clusters Score -1.215058e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 106420 members 
Entering Unmasked Estep 
Score: -12150591.000000 Penalty: 3763.540771
	Iteration 38Q: 3 clusters Score -1.215059e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 106417 members 
Entering Unmasked Estep 
Score: -12150596.000000 Penalty: 3763.540771
	Iteration 39Q: 3 clusters Score -1.21506e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 106418 members 
Entering Unmasked Estep 
Score: -12150595.000000 Penalty: 3763.540771
	Iteration 40F: 3 clusters Score -1.21506e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 106417 members 
Entering Unmasked Estep 
Score: -12150589.000000 Penalty: 3763.540771
	Iteration 41Q: 3 clusters Score -1.215059e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 106418 members 
Entering Unmasked Estep 
Score: -12150592.000000 Penalty: 3763.540771
	Iteration 42Q: 3 clusters Score -1.215059e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 106417 members 
Entering Unmasked Estep 
Score: -12150597.000000 Penalty: 3763.540771
	Iteration 43Q: 3 clusters Score -1.21506e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 106417 members 
Entering Unmasked Estep 
Score: -12150597.000000 Penalty: 3763.540771
	Iteration 44F: 3 clusters Score -1.21506e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -13386.933594 Penalty: 891.952393
	Iteration 0F: 2 clusters Score -13386.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12794.793945 Penalty: 1783.904785
	Iteration 0F: 3 clusters Score -12794.79 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13032.870117 Penalty: 1783.904785
	Iteration 1F: 3 clusters Score -13032.87 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -13134.129883 Penalty: 1783.904785
	Iteration 2F: 3 clusters Score -13134.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -13177.443359 Penalty: 1783.904785
	Iteration 3Q: 3 clusters Score -13177.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -13258.907227 Penalty: 1783.904785
	Iteration 4Q: 3 clusters Score -13258.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -13290.662109 Penalty: 1783.904785
	Iteration 5Q: 3 clusters Score -13290.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -13318.067383 Penalty: 1783.904785
	Iteration 6Q: 3 clusters Score -13318.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13365.977539 Penalty: 1783.904785
	Iteration 7Q: 3 clusters Score -13365.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -13427.913086 Penalty: 1783.904785
	Iteration 8Q: 3 clusters Score -13427.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -13433.038086 Penalty: 1783.904785
	Iteration 9Q: 3 clusters Score -13433.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -13534.218750 Penalty: 1783.904785
	Iteration 10Q: 3 clusters Score -13534.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -13535.543945 Penalty: 1783.904785
	Iteration 11Q: 3 clusters Score -13535.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -13535.827148 Penalty: 1783.904785
	Iteration 12F: 3 clusters Score -13535.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -13538.956055 Penalty: 1783.904785
	Iteration 13Q: 3 clusters Score -13538.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -13538.956055 Penalty: 1783.904785
	Iteration 14F: 3 clusters Score -13538.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 118730 members 
Mstep: Class 3 contains 4141 members 
Mstep: Class 4 contains 19594 members 
Mstep: Class 5 contains 559 members 
Mstep: Class 6 contains 714 members 
Mstep: Class 7 contains 106951 members 
Mstep: Class 8 contains 74 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192902 members 
Mstep: Class 11 contains 22707 members 
Mstep: Class 12 contains 29827 members 
Mstep: Class 13 contains 39962 members 
Mstep: Class 14 contains 16552 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 116624 members 
Mstep: Class 17 contains 10582 members 
Mstep: Class 18 contains 8913 members 
Mstep: Class 19 contains 22876 members 
Mstep: Class 20 contains 1478 members 
Mstep: Class 21 contains 31773 members 
Mstep: Class 22 contains 95334 members 
Mstep: Class 23 contains 90216 members 
Mstep: Class 24 contains 13179 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 1283 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 12883 members 
Mstep: Class 29 contains 51425 members 
Mstep: Class 30 contains 3796 members 
Mstep: Class 31 contains 8925 members 
Mstep: Class 32 contains 7435 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 91662 members 
Mstep: Class 35 contains 92057 members 
Mstep: Class 36 contains 136325 members 
Mstep: Class 37 contains 9699 members 
Mstep: Class 38 contains 80160 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 887 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 137312 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 73345 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 62690 members 
Mstep: Class 48 contains 168 members 
Entering Unmasked Estep 
Score: -194624192.000000 Penalty: 112004.171875
Splitting cluster 8 changes total score from -194626496.000000 to -194624192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -14147.083008 Penalty: 927.405457
	Iteration 0F: 2 clusters Score -14147.08 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 146 members 
Entering Unmasked Estep 
Score: -13444.350586 Penalty: 1854.810913
	Iteration 0F: 3 clusters Score -13444.35 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -13859.221680 Penalty: 1854.810913
	Iteration 1F: 3 clusters Score -13859.22 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -14243.751953 Penalty: 1854.810913
	Iteration 2F: 3 clusters Score -14243.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -14392.890625 Penalty: 1854.810913
	Iteration 3Q: 3 clusters Score -14392.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -14445.054688 Penalty: 1854.810913
	Iteration 4Q: 3 clusters Score -14445.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -14505.606445 Penalty: 1854.810913
	Iteration 5Q: 3 clusters Score -14505.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -14512.970703 Penalty: 1854.810913
	Iteration 6Q: 3 clusters Score -14512.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -14522.742188 Penalty: 1854.810913
	Iteration 7Q: 3 clusters Score -14522.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -14522.742188 Penalty: 1854.810913
	Iteration 8F: 3 clusters Score -14522.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 118730 members 
Mstep: Class 3 contains 4141 members 
Mstep: Class 4 contains 19594 members 
Mstep: Class 5 contains 559 members 
Mstep: Class 6 contains 714 members 
Mstep: Class 7 contains 106951 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 131 members 
Mstep: Class 10 contains 192902 members 
Mstep: Class 11 contains 22707 members 
Mstep: Class 12 contains 29827 members 
Mstep: Class 13 contains 39962 members 
Mstep: Class 14 contains 16552 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 116624 members 
Mstep: Class 17 contains 10582 members 
Mstep: Class 18 contains 8913 members 
Mstep: Class 19 contains 22876 members 
Mstep: Class 20 contains 1478 members 
Mstep: Class 21 contains 31773 members 
Mstep: Class 22 contains 95334 members 
Mstep: Class 23 contains 90216 members 
Mstep: Class 24 contains 13179 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 1283 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 12883 members 
Mstep: Class 29 contains 51425 members 
Mstep: Class 30 contains 3796 members 
Mstep: Class 31 contains 8925 members 
Mstep: Class 32 contains 7435 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 91662 members 
Mstep: Class 35 contains 92057 members 
Mstep: Class 36 contains 136325 members 
Mstep: Class 37 contains 9699 members 
Mstep: Class 38 contains 80160 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 887 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 137312 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 73345 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 62690 members 
Mstep: Class 48 contains 170 members 
Entering Unmasked Estep 
Score: -194624464.000000 Penalty: 112004.171875
Splitting cluster 9 changes total score from -194626496.000000 to -194624464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (192902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192902 members 
Entering Unmasked Estep 
Score: -22121984.000000 Penalty: 1977.614746
	Iteration 0F: 2 clusters Score -2.212198e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95980 members 
Mstep: Class 2 contains 96922 members 
Entering Unmasked Estep 
Score: -22013902.000000 Penalty: 3955.229492
	Iteration 0F: 3 clusters Score -2.20139e+07 nChanged 93216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88340 members 
Mstep: Class 2 contains 104562 members 
Entering Unmasked Estep 
Score: -22069878.000000 Penalty: 3955.229492
	Iteration 1F: 3 clusters Score -2.206988e+07 nChanged 7046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83436 members 
Mstep: Class 2 contains 109466 members 
Entering Unmasked Estep 
Score: -22071886.000000 Penalty: 3955.229492
	Iteration 2Q: 3 clusters Score -2.207189e+07 nChanged 8933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76123 members 
Mstep: Class 2 contains 116779 members 
Entering Unmasked Estep 
Score: -22075166.000000 Penalty: 3955.229492
	Iteration 3Q: 3 clusters Score -2.207517e+07 nChanged 11412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65803 members 
Mstep: Class 2 contains 127099 members 
Entering Unmasked Estep 
Score: -22080834.000000 Penalty: 3955.229492
	Iteration 4F: 3 clusters Score -2.208083e+07 nChanged 13730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52881 members 
Mstep: Class 2 contains 140021 members 
Entering Unmasked Estep 
Score: -22089070.000000 Penalty: 3955.229492
	Iteration 5F: 3 clusters Score -2.208907e+07 nChanged 14395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39314 members 
Mstep: Class 2 contains 153588 members 
Entering Unmasked Estep 
Score: -22098868.000000 Penalty: 3955.229492
	Iteration 6F: 3 clusters Score -2.209887e+07 nChanged 12022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28222 members 
Mstep: Class 2 contains 164680 members 
Entering Unmasked Estep 
Score: -22106940.000000 Penalty: 3955.229492
	Iteration 7F: 3 clusters Score -2.210694e+07 nChanged 8241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 171761 members 
Entering Unmasked Estep 
Score: -22111216.000000 Penalty: 3955.229492
	Iteration 8Q: 3 clusters Score -2.211122e+07 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 175645 members 
Entering Unmasked Estep 
Score: -22113724.000000 Penalty: 3955.229492
	Iteration 9Q: 3 clusters Score -2.211372e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 177968 members 
Entering Unmasked Estep 
Score: -22115092.000000 Penalty: 3955.229492
	Iteration 10Q: 3 clusters Score -2.211509e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 179455 members 
Entering Unmasked Estep 
Score: -22115960.000000 Penalty: 3955.229492
	Iteration 11Q: 3 clusters Score -2.211596e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 180542 members 
Entering Unmasked Estep 
Score: -22116494.000000 Penalty: 3955.229492
	Iteration 12Q: 3 clusters Score -2.211649e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 181446 members 
Entering Unmasked Estep 
Score: -22116942.000000 Penalty: 3955.229492
	Iteration 13Q: 3 clusters Score -2.211694e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 182185 members 
Entering Unmasked Estep 
Score: -22117602.000000 Penalty: 3955.229492
	Iteration 14Q: 3 clusters Score -2.21176e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 182808 members 
Entering Unmasked Estep 
Score: -22117984.000000 Penalty: 3955.229492
	Iteration 15Q: 3 clusters Score -2.211798e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 183367 members 
Entering Unmasked Estep 
Score: -22118230.000000 Penalty: 3955.229492
	Iteration 16Q: 3 clusters Score -2.211823e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 183878 members 
Entering Unmasked Estep 
Score: -22118518.000000 Penalty: 3955.229492
	Iteration 17Q: 3 clusters Score -2.211852e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 184327 members 
Entering Unmasked Estep 
Score: -22118730.000000 Penalty: 3955.229492
	Iteration 18Q: 3 clusters Score -2.211873e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 184726 members 
Entering Unmasked Estep 
Score: -22119016.000000 Penalty: 3955.229492
	Iteration 19Q: 3 clusters Score -2.211902e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 185099 members 
Entering Unmasked Estep 
Score: -22119194.000000 Penalty: 3955.229492
	Iteration 20F: 3 clusters Score -2.211919e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 185451 members 
Entering Unmasked Estep 
Score: -22119394.000000 Penalty: 3955.229492
	Iteration 21Q: 3 clusters Score -2.211939e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 185779 members 
Entering Unmasked Estep 
Score: -22119532.000000 Penalty: 3955.229492
	Iteration 22Q: 3 clusters Score -2.211953e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 186097 members 
Entering Unmasked Estep 
Score: -22119686.000000 Penalty: 3955.229492
	Iteration 23Q: 3 clusters Score -2.211969e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 186401 members 
Entering Unmasked Estep 
Score: -22119874.000000 Penalty: 3955.229492
	Iteration 24Q: 3 clusters Score -2.211987e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 186687 members 
Entering Unmasked Estep 
Score: -22120038.000000 Penalty: 3955.229492
	Iteration 25Q: 3 clusters Score -2.212004e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 186912 members 
Entering Unmasked Estep 
Score: -22120138.000000 Penalty: 3955.229492
	Iteration 26Q: 3 clusters Score -2.212014e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 187129 members 
Entering Unmasked Estep 
Score: -22120272.000000 Penalty: 3955.229492
	Iteration 27Q: 3 clusters Score -2.212027e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 187335 members 
Entering Unmasked Estep 
Score: -22120356.000000 Penalty: 3955.229492
	Iteration 28Q: 3 clusters Score -2.212036e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 187555 members 
Entering Unmasked Estep 
Score: -22120436.000000 Penalty: 3955.229492
	Iteration 29Q: 3 clusters Score -2.212044e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 187728 members 
Entering Unmasked Estep 
Score: -22120534.000000 Penalty: 3955.229492
	Iteration 30Q: 3 clusters Score -2.212053e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 187911 members 
Entering Unmasked Estep 
Score: -22120606.000000 Penalty: 3955.229492
	Iteration 31Q: 3 clusters Score -2.212061e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 188057 members 
Entering Unmasked Estep 
Score: -22120636.000000 Penalty: 3955.229492
	Iteration 32Q: 3 clusters Score -2.212064e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 188208 members 
Entering Unmasked Estep 
Score: -22120660.000000 Penalty: 3955.229492
	Iteration 33Q: 3 clusters Score -2.212066e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 188354 members 
Entering Unmasked Estep 
Score: -22120730.000000 Penalty: 3955.229492
	Iteration 34Q: 3 clusters Score -2.212073e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 188493 members 
Entering Unmasked Estep 
Score: -22120718.000000 Penalty: 3955.229492
	Iteration 35Q: 3 clusters Score -2.212072e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 188616 members 
Entering Unmasked Estep 
Score: -22120712.000000 Penalty: 3955.229492
	Iteration 36Q: 3 clusters Score -2.212071e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 188711 members 
Entering Unmasked Estep 
Score: -22120744.000000 Penalty: 3955.229492
	Iteration 37Q: 3 clusters Score -2.212074e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 188801 members 
Entering Unmasked Estep 
Score: -22120784.000000 Penalty: 3955.229492
	Iteration 38Q: 3 clusters Score -2.212078e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 188886 members 
Entering Unmasked Estep 
Score: -22120776.000000 Penalty: 3955.229492
	Iteration 39Q: 3 clusters Score -2.212078e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 188970 members 
Entering Unmasked Estep 
Score: -22120794.000000 Penalty: 3955.229492
	Iteration 40F: 3 clusters Score -2.212079e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 189043 members 
Entering Unmasked Estep 
Score: -22120814.000000 Penalty: 3955.229492
	Iteration 41Q: 3 clusters Score -2.212081e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 189117 members 
Entering Unmasked Estep 
Score: -22120840.000000 Penalty: 3955.229492
	Iteration 42Q: 3 clusters Score -2.212084e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 189177 members 
Entering Unmasked Estep 
Score: -22120832.000000 Penalty: 3955.229492
	Iteration 43Q: 3 clusters Score -2.212083e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 189248 members 
Entering Unmasked Estep 
Score: -22120848.000000 Penalty: 3955.229492
	Iteration 44Q: 3 clusters Score -2.212085e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 189311 members 
Entering Unmasked Estep 
Score: -22120860.000000 Penalty: 3955.229492
	Iteration 45Q: 3 clusters Score -2.212086e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 189364 members 
Entering Unmasked Estep 
Score: -22120860.000000 Penalty: 3955.229492
	Iteration 46Q: 3 clusters Score -2.212086e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 189418 members 
Entering Unmasked Estep 
Score: -22120872.000000 Penalty: 3955.229492
	Iteration 47Q: 3 clusters Score -2.212087e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 189465 members 
Entering Unmasked Estep 
Score: -22120864.000000 Penalty: 3955.229492
	Iteration 48Q: 3 clusters Score -2.212086e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 189507 members 
Entering Unmasked Estep 
Score: -22120866.000000 Penalty: 3955.229492
	Iteration 49Q: 3 clusters Score -2.212087e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 189548 members 
Entering Unmasked Estep 
Score: -22120898.000000 Penalty: 3955.229492
	Iteration 50Q: 3 clusters Score -2.21209e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 189582 members 
Entering Unmasked Estep 
Score: -22120890.000000 Penalty: 3955.229492
	Iteration 51Q: 3 clusters Score -2.212089e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 189624 members 
Entering Unmasked Estep 
Score: -22120894.000000 Penalty: 3955.229492
	Iteration 52Q: 3 clusters Score -2.212089e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 189661 members 
Entering Unmasked Estep 
Score: -22120900.000000 Penalty: 3955.229492
	Iteration 53Q: 3 clusters Score -2.21209e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 189695 members 
Entering Unmasked Estep 
Score: -22120898.000000 Penalty: 3955.229492
	Iteration 54Q: 3 clusters Score -2.21209e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 189728 members 
Entering Unmasked Estep 
Score: -22120910.000000 Penalty: 3955.229492
	Iteration 55Q: 3 clusters Score -2.212091e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 189750 members 
Entering Unmasked Estep 
Score: -22120894.000000 Penalty: 3955.229492
	Iteration 56Q: 3 clusters Score -2.212089e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 189779 members 
Entering Unmasked Estep 
Score: -22120912.000000 Penalty: 3955.229492
	Iteration 57Q: 3 clusters Score -2.212091e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 189817 members 
Entering Unmasked Estep 
Score: -22120892.000000 Penalty: 3955.229492
	Iteration 58Q: 3 clusters Score -2.212089e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 189839 members 
Entering Unmasked Estep 
Score: -22120910.000000 Penalty: 3955.229492
	Iteration 59Q: 3 clusters Score -2.212091e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 189857 members 
Entering Unmasked Estep 
Score: -22120892.000000 Penalty: 3955.229492
	Iteration 60F: 3 clusters Score -2.212089e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 189875 members 
Entering Unmasked Estep 
Score: -22120874.000000 Penalty: 3955.229492
	Iteration 61Q: 3 clusters Score -2.212087e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 189892 members 
Entering Unmasked Estep 
Score: -22120894.000000 Penalty: 3955.229492
	Iteration 62Q: 3 clusters Score -2.212089e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 189915 members 
Entering Unmasked Estep 
Score: -22120910.000000 Penalty: 3955.229492
	Iteration 63Q: 3 clusters Score -2.212091e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 189933 members 
Entering Unmasked Estep 
Score: -22120930.000000 Penalty: 3955.229492
	Iteration 64Q: 3 clusters Score -2.212093e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 189951 members 
Entering Unmasked Estep 
Score: -22120924.000000 Penalty: 3955.229492
	Iteration 65Q: 3 clusters Score -2.212092e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 189965 members 
Entering Unmasked Estep 
Score: -22120920.000000 Penalty: 3955.229492
	Iteration 66Q: 3 clusters Score -2.212092e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 189978 members 
Entering Unmasked Estep 
Score: -22120900.000000 Penalty: 3955.229492
	Iteration 67Q: 3 clusters Score -2.21209e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 189997 members 
Entering Unmasked Estep 
Score: -22120896.000000 Penalty: 3955.229492
	Iteration 68Q: 3 clusters Score -2.21209e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 190015 members 
Entering Unmasked Estep 
Score: -22120896.000000 Penalty: 3955.229492
	Iteration 69Q: 3 clusters Score -2.21209e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 190028 members 
Entering Unmasked Estep 
Score: -22120896.000000 Penalty: 3955.229492
	Iteration 70Q: 3 clusters Score -2.21209e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 190046 members 
Entering Unmasked Estep 
Score: -22120890.000000 Penalty: 3955.229492
	Iteration 71Q: 3 clusters Score -2.212089e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 190067 members 
Entering Unmasked Estep 
Score: -22120900.000000 Penalty: 3955.229492
	Iteration 72Q: 3 clusters Score -2.21209e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 190086 members 
Entering Unmasked Estep 
Score: -22120892.000000 Penalty: 3955.229492
	Iteration 73Q: 3 clusters Score -2.212089e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 190110 members 
Entering Unmasked Estep 
Score: -22120908.000000 Penalty: 3955.229492
	Iteration 74Q: 3 clusters Score -2.212091e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 190127 members 
Entering Unmasked Estep 
Score: -22120900.000000 Penalty: 3955.229492
	Iteration 75Q: 3 clusters Score -2.21209e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 190143 members 
Entering Unmasked Estep 
Score: -22120940.000000 Penalty: 3955.229492
	Iteration 76Q: 3 clusters Score -2.212094e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 190151 members 
Entering Unmasked Estep 
Score: -22120946.000000 Penalty: 3955.229492
	Iteration 77Q: 3 clusters Score -2.212095e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 190155 members 
Entering Unmasked Estep 
Score: -22120948.000000 Penalty: 3955.229492
	Iteration 78Q: 3 clusters Score -2.212095e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 190161 members 
Entering Unmasked Estep 
Score: -22120942.000000 Penalty: 3955.229492
	Iteration 79Q: 3 clusters Score -2.212094e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 190168 members 
Entering Unmasked Estep 
Score: -22120944.000000 Penalty: 3955.229492
	Iteration 80F: 3 clusters Score -2.212094e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 190174 members 
Entering Unmasked Estep 
Score: -22120948.000000 Penalty: 3955.229492
	Iteration 81Q: 3 clusters Score -2.212095e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 190184 members 
Entering Unmasked Estep 
Score: -22120952.000000 Penalty: 3955.229492
	Iteration 82Q: 3 clusters Score -2.212095e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 190190 members 
Entering Unmasked Estep 
Score: -22120944.000000 Penalty: 3955.229492
	Iteration 83Q: 3 clusters Score -2.212094e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 190200 members 
Entering Unmasked Estep 
Score: -22120946.000000 Penalty: 3955.229492
	Iteration 84Q: 3 clusters Score -2.212095e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 190211 members 
Entering Unmasked Estep 
Score: -22120954.000000 Penalty: 3955.229492
	Iteration 85Q: 3 clusters Score -2.212095e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 190227 members 
Entering Unmasked Estep 
Score: -22120978.000000 Penalty: 3955.229492
	Iteration 86Q: 3 clusters Score -2.212098e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 190234 members 
Entering Unmasked Estep 
Score: -22120978.000000 Penalty: 3955.229492
	Iteration 87Q: 3 clusters Score -2.212098e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 190241 members 
Entering Unmasked Estep 
Score: -22120972.000000 Penalty: 3955.229492
	Iteration 88Q: 3 clusters Score -2.212097e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 190244 members 
Entering Unmasked Estep 
Score: -22120996.000000 Penalty: 3955.229492
	Iteration 89Q: 3 clusters Score -2.2121e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 190250 members 
Entering Unmasked Estep 
Score: -22120986.000000 Penalty: 3955.229492
	Iteration 90Q: 3 clusters Score -2.212099e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 190253 members 
Entering Unmasked Estep 
Score: -22120990.000000 Penalty: 3955.229492
	Iteration 91Q: 3 clusters Score -2.212099e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 190257 members 
Entering Unmasked Estep 
Score: -22120994.000000 Penalty: 3955.229492
	Iteration 92Q: 3 clusters Score -2.212099e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 190258 members 
Entering Unmasked Estep 
Score: -22120976.000000 Penalty: 3955.229492
	Iteration 93Q: 3 clusters Score -2.212098e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 190262 members 
Entering Unmasked Estep 
Score: -22120984.000000 Penalty: 3955.229492
	Iteration 94Q: 3 clusters Score -2.212098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 190266 members 
Entering Unmasked Estep 
Score: -22120988.000000 Penalty: 3955.229492
	Iteration 95Q: 3 clusters Score -2.212099e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 190265 members 
Entering Unmasked Estep 
Score: -22120988.000000 Penalty: 3955.229492
	Iteration 96Q: 3 clusters Score -2.212099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 190267 members 
Entering Unmasked Estep 
Score: -22120982.000000 Penalty: 3955.229492
	Iteration 97Q: 3 clusters Score -2.212098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 190270 members 
Entering Unmasked Estep 
Score: -22120986.000000 Penalty: 3955.229492
	Iteration 98Q: 3 clusters Score -2.212099e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 190274 members 
Entering Unmasked Estep 
Score: -22120992.000000 Penalty: 3955.229492
	Iteration 99Q: 3 clusters Score -2.212099e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 190275 members 
Entering Unmasked Estep 
Score: -22120990.000000 Penalty: 3955.229492
	Iteration 100F: 3 clusters Score -2.212099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 190275 members 
Entering Unmasked Estep 
Score: -22120994.000000 Penalty: 3955.229492
	Iteration 101Q: 3 clusters Score -2.212099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 190277 members 
Entering Unmasked Estep 
Score: -22120998.000000 Penalty: 3955.229492
	Iteration 102Q: 3 clusters Score -2.2121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 190278 members 
Entering Unmasked Estep 
Score: -22121002.000000 Penalty: 3955.229492
	Iteration 103Q: 3 clusters Score -2.2121e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 190278 members 
Entering Unmasked Estep 
Score: -22121002.000000 Penalty: 3955.229492
	Iteration 104F: 3 clusters Score -2.2121e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Entering Unmasked Estep 
Score: -2647201.750000 Penalty: 1629.944702
	Iteration 0F: 2 clusters Score -2647202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -2631752.000000 Penalty: 3259.889404
	Iteration 0F: 3 clusters Score -2631752 nChanged 10318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -2637470.000000 Penalty: 3259.889404
	Iteration 1F: 3 clusters Score -2637470 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -2637837.500000 Penalty: 3259.889404
	Iteration 2Q: 3 clusters Score -2637838 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -2638184.500000 Penalty: 3259.889404
	Iteration 3Q: 3 clusters Score -2638184 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -2638461.500000 Penalty: 3259.889404
	Iteration 4Q: 3 clusters Score -2638462 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -2638761.750000 Penalty: 3259.889404
	Iteration 5Q: 3 clusters Score -2638762 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -2639168.000000 Penalty: 3259.889404
	Iteration 6Q: 3 clusters Score -2639168 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -2639706.250000 Penalty: 3259.889404
	Iteration 7Q: 3 clusters Score -2639706 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -2640361.000000 Penalty: 3259.889404
	Iteration 8Q: 3 clusters Score -2640361 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -2641196.750000 Penalty: 3259.889404
	Iteration 9Q: 3 clusters Score -2641197 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -2642129.250000 Penalty: 3259.889404
	Iteration 10F: 3 clusters Score -2642129 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -2642916.250000 Penalty: 3259.889404
	Iteration 11F: 3 clusters Score -2642916 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -2643447.000000 Penalty: 3259.889404
	Iteration 12Q: 3 clusters Score -2643447 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -2643724.250000 Penalty: 3259.889404
	Iteration 13Q: 3 clusters Score -2643724 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -2643905.750000 Penalty: 3259.889404
	Iteration 14Q: 3 clusters Score -2643906 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -2644067.500000 Penalty: 3259.889404
	Iteration 15Q: 3 clusters Score -2644068 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -2644224.500000 Penalty: 3259.889404
	Iteration 16Q: 3 clusters Score -2644224 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -2644367.000000 Penalty: 3259.889404
	Iteration 17Q: 3 clusters Score -2644367 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -2644521.000000 Penalty: 3259.889404
	Iteration 18Q: 3 clusters Score -2644521 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -2644638.250000 Penalty: 3259.889404
	Iteration 19Q: 3 clusters Score -2644638 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -2644749.500000 Penalty: 3259.889404
	Iteration 20F: 3 clusters Score -2644750 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -2644852.500000 Penalty: 3259.889404
	Iteration 21Q: 3 clusters Score -2644852 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -2644969.750000 Penalty: 3259.889404
	Iteration 22Q: 3 clusters Score -2644970 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -2645086.000000 Penalty: 3259.889404
	Iteration 23Q: 3 clusters Score -2645086 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -2645211.500000 Penalty: 3259.889404
	Iteration 24Q: 3 clusters Score -2645212 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -2645336.750000 Penalty: 3259.889404
	Iteration 25Q: 3 clusters Score -2645337 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -2645469.250000 Penalty: 3259.889404
	Iteration 26Q: 3 clusters Score -2645469 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -2645585.000000 Penalty: 3259.889404
	Iteration 27Q: 3 clusters Score -2645585 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -2645690.250000 Penalty: 3259.889404
	Iteration 28Q: 3 clusters Score -2645690 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -2645776.750000 Penalty: 3259.889404
	Iteration 29Q: 3 clusters Score -2645777 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -2645855.500000 Penalty: 3259.889404
	Iteration 30Q: 3 clusters Score -2645856 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -2645896.500000 Penalty: 3259.889404
	Iteration 31Q: 3 clusters Score -2645896 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -2645916.750000 Penalty: 3259.889404
	Iteration 32Q: 3 clusters Score -2645917 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -2645946.500000 Penalty: 3259.889404
	Iteration 33Q: 3 clusters Score -2645946 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -2645952.500000 Penalty: 3259.889404
	Iteration 34Q: 3 clusters Score -2645952 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -2645953.750000 Penalty: 3259.889404
	Iteration 35Q: 3 clusters Score -2645954 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -2645974.000000 Penalty: 3259.889404
	Iteration 36Q: 3 clusters Score -2645974 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -2645986.250000 Penalty: 3259.889404
	Iteration 37Q: 3 clusters Score -2645986 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -2645992.500000 Penalty: 3259.889404
	Iteration 38Q: 3 clusters Score -2645992 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -2645998.500000 Penalty: 3259.889404
	Iteration 39Q: 3 clusters Score -2645998 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -2646019.500000 Penalty: 3259.889404
	Iteration 40F: 3 clusters Score -2646020 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -2646022.000000 Penalty: 3259.889404
	Iteration 41Q: 3 clusters Score -2646022 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -2646043.500000 Penalty: 3259.889404
	Iteration 42Q: 3 clusters Score -2646044 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -2646056.000000 Penalty: 3259.889404
	Iteration 43Q: 3 clusters Score -2646056 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -2646052.000000 Penalty: 3259.889404
	Iteration 44Q: 3 clusters Score -2646052 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -2646071.000000 Penalty: 3259.889404
	Iteration 45Q: 3 clusters Score -2646071 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -2646084.000000 Penalty: 3259.889404
	Iteration 46Q: 3 clusters Score -2646084 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -2646093.000000 Penalty: 3259.889404
	Iteration 47Q: 3 clusters Score -2646093 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -2646102.000000 Penalty: 3259.889404
	Iteration 48Q: 3 clusters Score -2646102 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -2646116.250000 Penalty: 3259.889404
	Iteration 49Q: 3 clusters Score -2646116 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -2646116.000000 Penalty: 3259.889404
	Iteration 50Q: 3 clusters Score -2646116 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -2646122.000000 Penalty: 3259.889404
	Iteration 51Q: 3 clusters Score -2646122 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -2646125.500000 Penalty: 3259.889404
	Iteration 52Q: 3 clusters Score -2646126 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -2646139.750000 Penalty: 3259.889404
	Iteration 53Q: 3 clusters Score -2646140 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -2646134.000000 Penalty: 3259.889404
	Iteration 54Q: 3 clusters Score -2646134 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -2646142.500000 Penalty: 3259.889404
	Iteration 55Q: 3 clusters Score -2646142 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -2646148.500000 Penalty: 3259.889404
	Iteration 56Q: 3 clusters Score -2646148 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -2646151.500000 Penalty: 3259.889404
	Iteration 57Q: 3 clusters Score -2646152 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -2646156.250000 Penalty: 3259.889404
	Iteration 58Q: 3 clusters Score -2646156 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -2646157.500000 Penalty: 3259.889404
	Iteration 59Q: 3 clusters Score -2646158 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -2646152.750000 Penalty: 3259.889404
	Iteration 60F: 3 clusters Score -2646153 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -2646153.500000 Penalty: 3259.889404
	Iteration 61Q: 3 clusters Score -2646154 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -2646159.250000 Penalty: 3259.889404
	Iteration 62Q: 3 clusters Score -2646159 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -2646168.250000 Penalty: 3259.889404
	Iteration 63Q: 3 clusters Score -2646168 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -2646176.750000 Penalty: 3259.889404
	Iteration 64Q: 3 clusters Score -2646177 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -2646178.750000 Penalty: 3259.889404
	Iteration 65Q: 3 clusters Score -2646179 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -2646174.750000 Penalty: 3259.889404
	Iteration 66Q: 3 clusters Score -2646175 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -2646178.000000 Penalty: 3259.889404
	Iteration 67Q: 3 clusters Score -2646178 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -2646170.250000 Penalty: 3259.889404
	Iteration 68Q: 3 clusters Score -2646170 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -2646178.500000 Penalty: 3259.889404
	Iteration 69Q: 3 clusters Score -2646178 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -2646180.500000 Penalty: 3259.889404
	Iteration 70Q: 3 clusters Score -2646180 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -2646185.500000 Penalty: 3259.889404
	Iteration 71Q: 3 clusters Score -2646186 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -2646181.500000 Penalty: 3259.889404
	Iteration 72Q: 3 clusters Score -2646182 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -2646195.250000 Penalty: 3259.889404
	Iteration 73Q: 3 clusters Score -2646195 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -2646192.000000 Penalty: 3259.889404
	Iteration 74Q: 3 clusters Score -2646192 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -2646195.750000 Penalty: 3259.889404
	Iteration 75Q: 3 clusters Score -2646196 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -2646195.750000 Penalty: 3259.889404
	Iteration 76Q: 3 clusters Score -2646196 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -2646197.000000 Penalty: 3259.889404
	Iteration 77Q: 3 clusters Score -2646197 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -2646199.750000 Penalty: 3259.889404
	Iteration 78Q: 3 clusters Score -2646200 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -2646202.750000 Penalty: 3259.889404
	Iteration 79Q: 3 clusters Score -2646203 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -2646203.000000 Penalty: 3259.889404
	Iteration 80F: 3 clusters Score -2646203 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -2646201.000000 Penalty: 3259.889404
	Iteration 81Q: 3 clusters Score -2646201 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -2646206.750000 Penalty: 3259.889404
	Iteration 82Q: 3 clusters Score -2646207 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -2646207.250000 Penalty: 3259.889404
	Iteration 83Q: 3 clusters Score -2646207 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -2646210.500000 Penalty: 3259.889404
	Iteration 84Q: 3 clusters Score -2646210 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -2646212.750000 Penalty: 3259.889404
	Iteration 85Q: 3 clusters Score -2646213 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -2646214.250000 Penalty: 3259.889404
	Iteration 86Q: 3 clusters Score -2646214 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -2646217.750000 Penalty: 3259.889404
	Iteration 87Q: 3 clusters Score -2646218 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -2646224.500000 Penalty: 3259.889404
	Iteration 88Q: 3 clusters Score -2646224 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -2646227.000000 Penalty: 3259.889404
	Iteration 89Q: 3 clusters Score -2646227 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -2646230.250000 Penalty: 3259.889404
	Iteration 90Q: 3 clusters Score -2646230 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -2646234.250000 Penalty: 3259.889404
	Iteration 91Q: 3 clusters Score -2646234 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -2646230.750000 Penalty: 3259.889404
	Iteration 92Q: 3 clusters Score -2646231 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -2646230.000000 Penalty: 3259.889404
	Iteration 93Q: 3 clusters Score -2646230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -2646231.750000 Penalty: 3259.889404
	Iteration 94Q: 3 clusters Score -2646232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -2646230.750000 Penalty: 3259.889404
	Iteration 95Q: 3 clusters Score -2646231 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -2646229.750000 Penalty: 3259.889404
	Iteration 96Q: 3 clusters Score -2646230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -2646233.750000 Penalty: 3259.889404
	Iteration 97Q: 3 clusters Score -2646234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -2646236.000000 Penalty: 3259.889404
	Iteration 98Q: 3 clusters Score -2646236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -2646232.750000 Penalty: 3259.889404
	Iteration 99Q: 3 clusters Score -2646233 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -2646237.500000 Penalty: 3259.889404
	Iteration 100F: 3 clusters Score -2646238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -2646238.000000 Penalty: 3259.889404
	Iteration 101Q: 3 clusters Score -2646238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -2646240.250000 Penalty: 3259.889404
	Iteration 102Q: 3 clusters Score -2646240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -2646241.750000 Penalty: 3259.889404
	Iteration 103Q: 3 clusters Score -2646242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -2646247.250000 Penalty: 3259.889404
	Iteration 104Q: 3 clusters Score -2646247 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -2646250.000000 Penalty: 3259.889404
	Iteration 105Q: 3 clusters Score -2646250 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -2646255.000000 Penalty: 3259.889404
	Iteration 106Q: 3 clusters Score -2646255 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -2646253.250000 Penalty: 3259.889404
	Iteration 107Q: 3 clusters Score -2646253 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -2646255.000000 Penalty: 3259.889404
	Iteration 108Q: 3 clusters Score -2646255 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -2646255.250000 Penalty: 3259.889404
	Iteration 109Q: 3 clusters Score -2646255 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -2646260.500000 Penalty: 3259.889404
	Iteration 110Q: 3 clusters Score -2646260 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -2646266.000000 Penalty: 3259.889404
	Iteration 111Q: 3 clusters Score -2646266 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -2646273.500000 Penalty: 3259.889404
	Iteration 112Q: 3 clusters Score -2646274 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -2646280.000000 Penalty: 3259.889404
	Iteration 113Q: 3 clusters Score -2646280 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -2646277.000000 Penalty: 3259.889404
	Iteration 114Q: 3 clusters Score -2646277 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -2646280.500000 Penalty: 3259.889404
	Iteration 115Q: 3 clusters Score -2646280 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -2646290.000000 Penalty: 3259.889404
	Iteration 116Q: 3 clusters Score -2646290 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -2646300.500000 Penalty: 3259.889404
	Iteration 117Q: 3 clusters Score -2646300 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -2646301.750000 Penalty: 3259.889404
	Iteration 118Q: 3 clusters Score -2646302 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -2646292.500000 Penalty: 3259.889404
	Iteration 119Q: 3 clusters Score -2646292 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -2646296.500000 Penalty: 3259.889404
	Iteration 120F: 3 clusters Score -2646296 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -2646298.250000 Penalty: 3259.889404
	Iteration 121Q: 3 clusters Score -2646298 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -2646302.000000 Penalty: 3259.889404
	Iteration 122Q: 3 clusters Score -2646302 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -2646309.750000 Penalty: 3259.889404
	Iteration 123Q: 3 clusters Score -2646310 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -2646311.000000 Penalty: 3259.889404
	Iteration 124Q: 3 clusters Score -2646311 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -2646323.000000 Penalty: 3259.889404
	Iteration 125Q: 3 clusters Score -2646323 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -2646327.000000 Penalty: 3259.889404
	Iteration 126Q: 3 clusters Score -2646327 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -2646325.500000 Penalty: 3259.889404
	Iteration 127Q: 3 clusters Score -2646326 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -2646335.000000 Penalty: 3259.889404
	Iteration 128Q: 3 clusters Score -2646335 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -2646337.250000 Penalty: 3259.889404
	Iteration 129Q: 3 clusters Score -2646337 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -2646335.750000 Penalty: 3259.889404
	Iteration 130Q: 3 clusters Score -2646336 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -2646347.000000 Penalty: 3259.889404
	Iteration 131Q: 3 clusters Score -2646347 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -2646351.750000 Penalty: 3259.889404
	Iteration 132Q: 3 clusters Score -2646352 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -2646353.250000 Penalty: 3259.889404
	Iteration 133Q: 3 clusters Score -2646353 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -2646349.750000 Penalty: 3259.889404
	Iteration 134Q: 3 clusters Score -2646350 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -2646355.000000 Penalty: 3259.889404
	Iteration 135Q: 3 clusters Score -2646355 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -2646360.250000 Penalty: 3259.889404
	Iteration 136Q: 3 clusters Score -2646360 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -2646364.250000 Penalty: 3259.889404
	Iteration 137Q: 3 clusters Score -2646364 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -2646375.500000 Penalty: 3259.889404
	Iteration 138Q: 3 clusters Score -2646376 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -2646382.500000 Penalty: 3259.889404
	Iteration 139Q: 3 clusters Score -2646382 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -2646384.250000 Penalty: 3259.889404
	Iteration 140F: 3 clusters Score -2646384 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -2646388.250000 Penalty: 3259.889404
	Iteration 141Q: 3 clusters Score -2646388 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -2646389.750000 Penalty: 3259.889404
	Iteration 142Q: 3 clusters Score -2646390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -2646388.750000 Penalty: 3259.889404
	Iteration 143Q: 3 clusters Score -2646389 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -2646391.750000 Penalty: 3259.889404
	Iteration 144Q: 3 clusters Score -2646392 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -2646392.500000 Penalty: 3259.889404
	Iteration 145Q: 3 clusters Score -2646392 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -2646398.000000 Penalty: 3259.889404
	Iteration 146Q: 3 clusters Score -2646398 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -2646399.250000 Penalty: 3259.889404
	Iteration 147Q: 3 clusters Score -2646399 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -2646400.250000 Penalty: 3259.889404
	Iteration 148Q: 3 clusters Score -2646400 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -2646407.500000 Penalty: 3259.889404
	Iteration 149Q: 3 clusters Score -2646408 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -2646414.750000 Penalty: 3259.889404
	Iteration 150Q: 3 clusters Score -2646415 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -2646418.000000 Penalty: 3259.889404
	Iteration 151Q: 3 clusters Score -2646418 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -2646432.000000 Penalty: 3259.889404
	Iteration 152Q: 3 clusters Score -2646432 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -2646429.250000 Penalty: 3259.889404
	Iteration 153Q: 3 clusters Score -2646429 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -2646427.500000 Penalty: 3259.889404
	Iteration 154Q: 3 clusters Score -2646428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -2646434.750000 Penalty: 3259.889404
	Iteration 155Q: 3 clusters Score -2646435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -2646435.500000 Penalty: 3259.889404
	Iteration 156Q: 3 clusters Score -2646436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -2646432.750000 Penalty: 3259.889404
	Iteration 157Q: 3 clusters Score -2646433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -2646433.250000 Penalty: 3259.889404
	Iteration 158Q: 3 clusters Score -2646433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -2646434.750000 Penalty: 3259.889404
	Iteration 159Q: 3 clusters Score -2646435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -2646436.500000 Penalty: 3259.889404
	Iteration 160F: 3 clusters Score -2646436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -2646434.250000 Penalty: 3259.889404
	Iteration 161Q: 3 clusters Score -2646434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -2646434.250000 Penalty: 3259.889404
	Iteration 162Q: 3 clusters Score -2646434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -2646436.500000 Penalty: 3259.889404
	Iteration 163Q: 3 clusters Score -2646436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -2646437.000000 Penalty: 3259.889404
	Iteration 164Q: 3 clusters Score -2646437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -2646437.750000 Penalty: 3259.889404
	Iteration 165Q: 3 clusters Score -2646438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -2646434.750000 Penalty: 3259.889404
	Iteration 166Q: 3 clusters Score -2646435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -2646433.250000 Penalty: 3259.889404
	Iteration 167Q: 3 clusters Score -2646433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -2646431.500000 Penalty: 3259.889404
	Iteration 168Q: 3 clusters Score -2646432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -2646431.500000 Penalty: 3259.889404
	Iteration 169F: 3 clusters Score -2646432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (29827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29827 members 
Entering Unmasked Estep 
Score: -3277615.000000 Penalty: 1674.265015
	Iteration 0F: 2 clusters Score -3277615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -3257603.500000 Penalty: 3348.530029
	Iteration 0F: 3 clusters Score -3257604 nChanged 13586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -3265156.000000 Penalty: 3348.530029
	Iteration 1F: 3 clusters Score -3265156 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -3265659.250000 Penalty: 3348.530029
	Iteration 2Q: 3 clusters Score -3265659 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -3266334.500000 Penalty: 3348.530029
	Iteration 3F: 3 clusters Score -3266334 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -3267322.000000 Penalty: 3348.530029
	Iteration 4F: 3 clusters Score -3267322 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -3268545.000000 Penalty: 3348.530029
	Iteration 5F: 3 clusters Score -3268545 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -3270012.000000 Penalty: 3348.530029
	Iteration 6F: 3 clusters Score -3270012 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -3271353.750000 Penalty: 3348.530029
	Iteration 7F: 3 clusters Score -3271354 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -3272332.750000 Penalty: 3348.530029
	Iteration 8F: 3 clusters Score -3272333 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -3273040.250000 Penalty: 3348.530029
	Iteration 9Q: 3 clusters Score -3273040 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -3273506.500000 Penalty: 3348.530029
	Iteration 10Q: 3 clusters Score -3273506 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -3273808.250000 Penalty: 3348.530029
	Iteration 11Q: 3 clusters Score -3273808 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -3274012.750000 Penalty: 3348.530029
	Iteration 12Q: 3 clusters Score -3274013 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -3274127.000000 Penalty: 3348.530029
	Iteration 13Q: 3 clusters Score -3274127 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -3274218.000000 Penalty: 3348.530029
	Iteration 14Q: 3 clusters Score -3274218 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -3274289.500000 Penalty: 3348.530029
	Iteration 15Q: 3 clusters Score -3274290 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -3274342.250000 Penalty: 3348.530029
	Iteration 16Q: 3 clusters Score -3274342 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -3274385.000000 Penalty: 3348.530029
	Iteration 17Q: 3 clusters Score -3274385 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -3274433.750000 Penalty: 3348.530029
	Iteration 18Q: 3 clusters Score -3274434 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -3274480.750000 Penalty: 3348.530029
	Iteration 19Q: 3 clusters Score -3274481 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -3274513.250000 Penalty: 3348.530029
	Iteration 20F: 3 clusters Score -3274513 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -3274558.750000 Penalty: 3348.530029
	Iteration 21Q: 3 clusters Score -3274559 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -3274579.250000 Penalty: 3348.530029
	Iteration 22Q: 3 clusters Score -3274579 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -3274589.000000 Penalty: 3348.530029
	Iteration 23Q: 3 clusters Score -3274589 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -3274624.000000 Penalty: 3348.530029
	Iteration 24Q: 3 clusters Score -3274624 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -3274664.250000 Penalty: 3348.530029
	Iteration 25Q: 3 clusters Score -3274664 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -3274697.500000 Penalty: 3348.530029
	Iteration 26Q: 3 clusters Score -3274698 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -3274713.500000 Penalty: 3348.530029
	Iteration 27Q: 3 clusters Score -3274714 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -3274732.500000 Penalty: 3348.530029
	Iteration 28Q: 3 clusters Score -3274732 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -3274748.500000 Penalty: 3348.530029
	Iteration 29Q: 3 clusters Score -3274748 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -3274752.250000 Penalty: 3348.530029
	Iteration 30Q: 3 clusters Score -3274752 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -3274749.500000 Penalty: 3348.530029
	Iteration 31Q: 3 clusters Score -3274750 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -3274763.250000 Penalty: 3348.530029
	Iteration 32Q: 3 clusters Score -3274763 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -3274778.000000 Penalty: 3348.530029
	Iteration 33Q: 3 clusters Score -3274778 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -3274781.750000 Penalty: 3348.530029
	Iteration 34Q: 3 clusters Score -3274782 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -3274793.250000 Penalty: 3348.530029
	Iteration 35Q: 3 clusters Score -3274793 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -3274802.500000 Penalty: 3348.530029
	Iteration 36Q: 3 clusters Score -3274802 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -3274810.750000 Penalty: 3348.530029
	Iteration 37Q: 3 clusters Score -3274811 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -3274810.750000 Penalty: 3348.530029
	Iteration 38Q: 3 clusters Score -3274811 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -3274816.000000 Penalty: 3348.530029
	Iteration 39Q: 3 clusters Score -3274816 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -3274828.000000 Penalty: 3348.530029
	Iteration 40F: 3 clusters Score -3274828 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -3274848.000000 Penalty: 3348.530029
	Iteration 41Q: 3 clusters Score -3274848 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -3274847.000000 Penalty: 3348.530029
	Iteration 42Q: 3 clusters Score -3274847 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -3274846.000000 Penalty: 3348.530029
	Iteration 43Q: 3 clusters Score -3274846 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -3274867.250000 Penalty: 3348.530029
	Iteration 44Q: 3 clusters Score -3274867 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -3274867.750000 Penalty: 3348.530029
	Iteration 45Q: 3 clusters Score -3274868 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -3274876.500000 Penalty: 3348.530029
	Iteration 46Q: 3 clusters Score -3274876 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -3274888.750000 Penalty: 3348.530029
	Iteration 47Q: 3 clusters Score -3274889 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -3274899.500000 Penalty: 3348.530029
	Iteration 48Q: 3 clusters Score -3274900 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -3274900.500000 Penalty: 3348.530029
	Iteration 49Q: 3 clusters Score -3274900 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -3274904.500000 Penalty: 3348.530029
	Iteration 50Q: 3 clusters Score -3274904 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -3274912.500000 Penalty: 3348.530029
	Iteration 51Q: 3 clusters Score -3274912 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -3274916.750000 Penalty: 3348.530029
	Iteration 52Q: 3 clusters Score -3274917 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -3274912.250000 Penalty: 3348.530029
	Iteration 53Q: 3 clusters Score -3274912 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -3274920.750000 Penalty: 3348.530029
	Iteration 54Q: 3 clusters Score -3274921 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -3274928.500000 Penalty: 3348.530029
	Iteration 55Q: 3 clusters Score -3274928 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -3274942.750000 Penalty: 3348.530029
	Iteration 56Q: 3 clusters Score -3274943 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -3274947.750000 Penalty: 3348.530029
	Iteration 57Q: 3 clusters Score -3274948 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -3274941.750000 Penalty: 3348.530029
	Iteration 58Q: 3 clusters Score -3274942 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -3274953.750000 Penalty: 3348.530029
	Iteration 59Q: 3 clusters Score -3274954 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -3274958.000000 Penalty: 3348.530029
	Iteration 60F: 3 clusters Score -3274958 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -3274968.250000 Penalty: 3348.530029
	Iteration 61Q: 3 clusters Score -3274968 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -3274971.750000 Penalty: 3348.530029
	Iteration 62Q: 3 clusters Score -3274972 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -3274983.750000 Penalty: 3348.530029
	Iteration 63Q: 3 clusters Score -3274984 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -3274981.250000 Penalty: 3348.530029
	Iteration 64Q: 3 clusters Score -3274981 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -3274989.000000 Penalty: 3348.530029
	Iteration 65Q: 3 clusters Score -3274989 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -3274992.000000 Penalty: 3348.530029
	Iteration 66Q: 3 clusters Score -3274992 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -3274999.250000 Penalty: 3348.530029
	Iteration 67Q: 3 clusters Score -3274999 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -3275001.000000 Penalty: 3348.530029
	Iteration 68Q: 3 clusters Score -3275001 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -3275005.750000 Penalty: 3348.530029
	Iteration 69Q: 3 clusters Score -3275006 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -3275010.000000 Penalty: 3348.530029
	Iteration 70Q: 3 clusters Score -3275010 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -3275020.500000 Penalty: 3348.530029
	Iteration 71Q: 3 clusters Score -3275020 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -3275021.250000 Penalty: 3348.530029
	Iteration 72Q: 3 clusters Score -3275021 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -3275025.750000 Penalty: 3348.530029
	Iteration 73Q: 3 clusters Score -3275026 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -3275030.750000 Penalty: 3348.530029
	Iteration 74Q: 3 clusters Score -3275031 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -3275027.000000 Penalty: 3348.530029
	Iteration 75Q: 3 clusters Score -3275027 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -3275028.000000 Penalty: 3348.530029
	Iteration 76Q: 3 clusters Score -3275028 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -3275022.250000 Penalty: 3348.530029
	Iteration 77Q: 3 clusters Score -3275022 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -3275026.250000 Penalty: 3348.530029
	Iteration 78Q: 3 clusters Score -3275026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -3275029.500000 Penalty: 3348.530029
	Iteration 79Q: 3 clusters Score -3275030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -3275032.250000 Penalty: 3348.530029
	Iteration 80F: 3 clusters Score -3275032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -3275035.000000 Penalty: 3348.530029
	Iteration 81Q: 3 clusters Score -3275035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -3275035.250000 Penalty: 3348.530029
	Iteration 82Q: 3 clusters Score -3275035 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -3275040.500000 Penalty: 3348.530029
	Iteration 83Q: 3 clusters Score -3275040 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -3275044.750000 Penalty: 3348.530029
	Iteration 84Q: 3 clusters Score -3275045 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -3275046.750000 Penalty: 3348.530029
	Iteration 85Q: 3 clusters Score -3275047 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -3275041.250000 Penalty: 3348.530029
	Iteration 86Q: 3 clusters Score -3275041 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -3275045.750000 Penalty: 3348.530029
	Iteration 87Q: 3 clusters Score -3275046 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -3275053.500000 Penalty: 3348.530029
	Iteration 88Q: 3 clusters Score -3275054 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -3275050.250000 Penalty: 3348.530029
	Iteration 89Q: 3 clusters Score -3275050 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -3275043.000000 Penalty: 3348.530029
	Iteration 90Q: 3 clusters Score -3275043 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -3275045.500000 Penalty: 3348.530029
	Iteration 91Q: 3 clusters Score -3275046 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -3275056.250000 Penalty: 3348.530029
	Iteration 92Q: 3 clusters Score -3275056 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -3275059.500000 Penalty: 3348.530029
	Iteration 93Q: 3 clusters Score -3275060 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -3275058.500000 Penalty: 3348.530029
	Iteration 94Q: 3 clusters Score -3275058 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -3275063.500000 Penalty: 3348.530029
	Iteration 95Q: 3 clusters Score -3275064 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -3275069.750000 Penalty: 3348.530029
	Iteration 96Q: 3 clusters Score -3275070 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -3275069.250000 Penalty: 3348.530029
	Iteration 97Q: 3 clusters Score -3275069 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -3275077.750000 Penalty: 3348.530029
	Iteration 98Q: 3 clusters Score -3275078 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -3275076.500000 Penalty: 3348.530029
	Iteration 99Q: 3 clusters Score -3275076 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -3275079.250000 Penalty: 3348.530029
	Iteration 100F: 3 clusters Score -3275079 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -3275077.250000 Penalty: 3348.530029
	Iteration 101Q: 3 clusters Score -3275077 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -3275081.000000 Penalty: 3348.530029
	Iteration 102Q: 3 clusters Score -3275081 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -3275077.250000 Penalty: 3348.530029
	Iteration 103Q: 3 clusters Score -3275077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -3275080.500000 Penalty: 3348.530029
	Iteration 104Q: 3 clusters Score -3275080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -3275074.000000 Penalty: 3348.530029
	Iteration 105Q: 3 clusters Score -3275074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -3275080.250000 Penalty: 3348.530029
	Iteration 106Q: 3 clusters Score -3275080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -3275077.000000 Penalty: 3348.530029
	Iteration 107Q: 3 clusters Score -3275077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -3275080.000000 Penalty: 3348.530029
	Iteration 108Q: 3 clusters Score -3275080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -3275084.250000 Penalty: 3348.530029
	Iteration 109Q: 3 clusters Score -3275084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -3275085.750000 Penalty: 3348.530029
	Iteration 110Q: 3 clusters Score -3275086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -3275084.750000 Penalty: 3348.530029
	Iteration 111Q: 3 clusters Score -3275085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -3275086.750000 Penalty: 3348.530029
	Iteration 112Q: 3 clusters Score -3275087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -3275087.500000 Penalty: 3348.530029
	Iteration 113Q: 3 clusters Score -3275088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -3275088.000000 Penalty: 3348.530029
	Iteration 114Q: 3 clusters Score -3275088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -3275092.250000 Penalty: 3348.530029
	Iteration 115Q: 3 clusters Score -3275092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -3275092.250000 Penalty: 3348.530029
	Iteration 116Q: 3 clusters Score -3275092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -3275091.750000 Penalty: 3348.530029
	Iteration 117Q: 3 clusters Score -3275092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -3275091.750000 Penalty: 3348.530029
	Iteration 118F: 3 clusters Score -3275092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (39962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39962 members 
Entering Unmasked Estep 
Score: -4402037.500000 Penalty: 1721.798706
	Iteration 0F: 2 clusters Score -4402038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -4375212.500000 Penalty: 3443.597412
	Iteration 0F: 3 clusters Score -4375212 nChanged 18666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -4385417.500000 Penalty: 3443.597412
	Iteration 1F: 3 clusters Score -4385418 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -4385771.500000 Penalty: 3443.597412
	Iteration 2Q: 3 clusters Score -4385772 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -4386161.000000 Penalty: 3443.597412
	Iteration 3Q: 3 clusters Score -4386161 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -4386616.000000 Penalty: 3443.597412
	Iteration 4Q: 3 clusters Score -4386616 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -4387253.500000 Penalty: 3443.597412
	Iteration 5Q: 3 clusters Score -4387254 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -4388254.000000 Penalty: 3443.597412
	Iteration 6Q: 3 clusters Score -4388254 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -4389786.500000 Penalty: 3443.597412
	Iteration 7F: 3 clusters Score -4389786 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -4391641.000000 Penalty: 3443.597412
	Iteration 8F: 3 clusters Score -4391641 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -4393354.500000 Penalty: 3443.597412
	Iteration 9F: 3 clusters Score -4393354 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -4394750.000000 Penalty: 3443.597412
	Iteration 10F: 3 clusters Score -4394750 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -4395466.500000 Penalty: 3443.597412
	Iteration 11Q: 3 clusters Score -4395466 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -4395794.000000 Penalty: 3443.597412
	Iteration 12Q: 3 clusters Score -4395794 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -4395979.000000 Penalty: 3443.597412
	Iteration 13Q: 3 clusters Score -4395979 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30488 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -4396182.500000 Penalty: 3443.597412
	Iteration 14Q: 3 clusters Score -4396182 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31126 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -4396380.000000 Penalty: 3443.597412
	Iteration 15Q: 3 clusters Score -4396380 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31761 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -4396591.500000 Penalty: 3443.597412
	Iteration 16Q: 3 clusters Score -4396592 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32425 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -4396793.500000 Penalty: 3443.597412
	Iteration 17Q: 3 clusters Score -4396794 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -4397036.500000 Penalty: 3443.597412
	Iteration 18Q: 3 clusters Score -4397036 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -4397287.000000 Penalty: 3443.597412
	Iteration 19Q: 3 clusters Score -4397287 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -4397571.000000 Penalty: 3443.597412
	Iteration 20F: 3 clusters Score -4397571 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35126 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -4397857.000000 Penalty: 3443.597412
	Iteration 21Q: 3 clusters Score -4397857 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35817 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -4398210.500000 Penalty: 3443.597412
	Iteration 22Q: 3 clusters Score -4398210 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36463 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -4398577.500000 Penalty: 3443.597412
	Iteration 23Q: 3 clusters Score -4398578 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -4398898.000000 Penalty: 3443.597412
	Iteration 24Q: 3 clusters Score -4398898 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37600 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -4399201.500000 Penalty: 3443.597412
	Iteration 25Q: 3 clusters Score -4399202 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38063 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -4399464.500000 Penalty: 3443.597412
	Iteration 26Q: 3 clusters Score -4399464 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38441 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -4399680.500000 Penalty: 3443.597412
	Iteration 27Q: 3 clusters Score -4399680 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -4399869.000000 Penalty: 3443.597412
	Iteration 28Q: 3 clusters Score -4399869 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -4400035.500000 Penalty: 3443.597412
	Iteration 29Q: 3 clusters Score -4400036 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39197 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -4400157.500000 Penalty: 3443.597412
	Iteration 30Q: 3 clusters Score -4400158 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39306 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -4400237.000000 Penalty: 3443.597412
	Iteration 31Q: 3 clusters Score -4400237 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39386 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -4400297.000000 Penalty: 3443.597412
	Iteration 32Q: 3 clusters Score -4400297 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39449 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -4400339.500000 Penalty: 3443.597412
	Iteration 33Q: 3 clusters Score -4400340 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39500 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -4400375.000000 Penalty: 3443.597412
	Iteration 34Q: 3 clusters Score -4400375 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39533 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4400402.500000 Penalty: 3443.597412
	Iteration 35Q: 3 clusters Score -4400402 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39557 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -4400428.000000 Penalty: 3443.597412
	Iteration 36Q: 3 clusters Score -4400428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39576 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -4400451.500000 Penalty: 3443.597412
	Iteration 37Q: 3 clusters Score -4400452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39596 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -4400473.500000 Penalty: 3443.597412
	Iteration 38Q: 3 clusters Score -4400474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39604 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4400484.500000 Penalty: 3443.597412
	Iteration 39Q: 3 clusters Score -4400484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39609 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4400485.000000 Penalty: 3443.597412
	Iteration 40F: 3 clusters Score -4400485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39621 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4400494.000000 Penalty: 3443.597412
	Iteration 41Q: 3 clusters Score -4400494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39630 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4400497.000000 Penalty: 3443.597412
	Iteration 42Q: 3 clusters Score -4400497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39634 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4400503.500000 Penalty: 3443.597412
	Iteration 43Q: 3 clusters Score -4400504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39636 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4400509.000000 Penalty: 3443.597412
	Iteration 44Q: 3 clusters Score -4400509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39641 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4400516.500000 Penalty: 3443.597412
	Iteration 45Q: 3 clusters Score -4400516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39647 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4400521.500000 Penalty: 3443.597412
	Iteration 46Q: 3 clusters Score -4400522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39653 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4400523.000000 Penalty: 3443.597412
	Iteration 47Q: 3 clusters Score -4400523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39655 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4400519.000000 Penalty: 3443.597412
	Iteration 48Q: 3 clusters Score -4400519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39656 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4400526.500000 Penalty: 3443.597412
	Iteration 49Q: 3 clusters Score -4400526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39657 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4400525.000000 Penalty: 3443.597412
	Iteration 50Q: 3 clusters Score -4400525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39658 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4400527.500000 Penalty: 3443.597412
	Iteration 51Q: 3 clusters Score -4400528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39658 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4400527.500000 Penalty: 3443.597412
	Iteration 52F: 3 clusters Score -4400528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Entering Unmasked Estep 
Score: -1922369.000000 Penalty: 1578.567627
	Iteration 0F: 2 clusters Score -1922369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1910953.875000 Penalty: 3157.135254
	Iteration 0F: 3 clusters Score -1910954 nChanged 7360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1914855.875000 Penalty: 3157.135254
	Iteration 1F: 3 clusters Score -1914856 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1915178.625000 Penalty: 3157.135254
	Iteration 2F: 3 clusters Score -1915179 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1915522.000000 Penalty: 3157.135254
	Iteration 3Q: 3 clusters Score -1915522 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1915962.375000 Penalty: 3157.135254
	Iteration 4F: 3 clusters Score -1915962 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1916600.000000 Penalty: 3157.135254
	Iteration 5F: 3 clusters Score -1916600 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1917414.750000 Penalty: 3157.135254
	Iteration 6F: 3 clusters Score -1917415 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1918348.875000 Penalty: 3157.135254
	Iteration 7F: 3 clusters Score -1918349 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1919328.750000 Penalty: 3157.135254
	Iteration 8F: 3 clusters Score -1919329 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1920106.500000 Penalty: 3157.135254
	Iteration 9Q: 3 clusters Score -1920106 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1920538.750000 Penalty: 3157.135254
	Iteration 10Q: 3 clusters Score -1920539 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1920768.125000 Penalty: 3157.135254
	Iteration 11Q: 3 clusters Score -1920768 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1920875.625000 Penalty: 3157.135254
	Iteration 12Q: 3 clusters Score -1920876 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1920941.500000 Penalty: 3157.135254
	Iteration 13Q: 3 clusters Score -1920942 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1920992.750000 Penalty: 3157.135254
	Iteration 14Q: 3 clusters Score -1920993 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1921012.000000 Penalty: 3157.135254
	Iteration 15Q: 3 clusters Score -1921012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1921020.500000 Penalty: 3157.135254
	Iteration 16Q: 3 clusters Score -1921020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1921029.625000 Penalty: 3157.135254
	Iteration 17Q: 3 clusters Score -1921030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1921041.750000 Penalty: 3157.135254
	Iteration 18Q: 3 clusters Score -1921042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1921048.625000 Penalty: 3157.135254
	Iteration 19Q: 3 clusters Score -1921049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1921051.125000 Penalty: 3157.135254
	Iteration 20F: 3 clusters Score -1921051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1921051.375000 Penalty: 3157.135254
	Iteration 21Q: 3 clusters Score -1921051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1921052.250000 Penalty: 3157.135254
	Iteration 22Q: 3 clusters Score -1921052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1921052.250000 Penalty: 3157.135254
	Iteration 23F: 3 clusters Score -1921052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Entering Unmasked Estep 
Score: -437424.375000 Penalty: 1362.864258
	Iteration 0F: 2 clusters Score -437424.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -433802.062500 Penalty: 2725.728516
	Iteration 0F: 3 clusters Score -433802.1 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -434871.437500 Penalty: 2725.728516
	Iteration 1F: 3 clusters Score -434871.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -435156.312500 Penalty: 2725.728516
	Iteration 2F: 3 clusters Score -435156.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -435381.468750 Penalty: 2725.728516
	Iteration 3F: 3 clusters Score -435381.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -435565.343750 Penalty: 2725.728516
	Iteration 4F: 3 clusters Score -435565.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -435705.500000 Penalty: 2725.728516
	Iteration 5Q: 3 clusters Score -435705.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -435830.625000 Penalty: 2725.728516
	Iteration 6Q: 3 clusters Score -435830.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -435911.281250 Penalty: 2725.728516
	Iteration 7Q: 3 clusters Score -435911.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -435976.593750 Penalty: 2725.728516
	Iteration 8Q: 3 clusters Score -435976.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -436037.500000 Penalty: 2725.728516
	Iteration 9Q: 3 clusters Score -436037.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -436085.468750 Penalty: 2725.728516
	Iteration 10Q: 3 clusters Score -436085.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -436127.218750 Penalty: 2725.728516
	Iteration 11Q: 3 clusters Score -436127.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -436152.187500 Penalty: 2725.728516
	Iteration 12Q: 3 clusters Score -436152.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -436161.593750 Penalty: 2725.728516
	Iteration 13Q: 3 clusters Score -436161.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -436170.625000 Penalty: 2725.728516
	Iteration 14Q: 3 clusters Score -436170.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -436180.437500 Penalty: 2725.728516
	Iteration 15Q: 3 clusters Score -436180.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -436188.562500 Penalty: 2725.728516
	Iteration 16Q: 3 clusters Score -436188.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -436193.593750 Penalty: 2725.728516
	Iteration 17Q: 3 clusters Score -436193.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -436198.812500 Penalty: 2725.728516
	Iteration 18Q: 3 clusters Score -436198.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -436204.093750 Penalty: 2725.728516
	Iteration 19Q: 3 clusters Score -436204.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -436205.343750 Penalty: 2725.728516
	Iteration 20F: 3 clusters Score -436205.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -436207.562500 Penalty: 2725.728516
	Iteration 21Q: 3 clusters Score -436207.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -436208.875000 Penalty: 2725.728516
	Iteration 22Q: 3 clusters Score -436208.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -436209.781250 Penalty: 2725.728516
	Iteration 23Q: 3 clusters Score -436209.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -436211.031250 Penalty: 2725.728516
	Iteration 24Q: 3 clusters Score -436211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -436212.187500 Penalty: 2725.728516
	Iteration 25Q: 3 clusters Score -436212.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -436213.593750 Penalty: 2725.728516
	Iteration 26Q: 3 clusters Score -436213.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -436213.375000 Penalty: 2725.728516
	Iteration 27Q: 3 clusters Score -436213.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -436213.625000 Penalty: 2725.728516
	Iteration 28Q: 3 clusters Score -436213.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -436213.937500 Penalty: 2725.728516
	Iteration 29Q: 3 clusters Score -436213.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -436215.437500 Penalty: 2725.728516
	Iteration 30Q: 3 clusters Score -436215.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -436216.000000 Penalty: 2725.728516
	Iteration 31Q: 3 clusters Score -436216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -436215.781250 Penalty: 2725.728516
	Iteration 32Q: 3 clusters Score -436215.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -436215.937500 Penalty: 2725.728516
	Iteration 33Q: 3 clusters Score -436215.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -436217.843750 Penalty: 2725.728516
	Iteration 34Q: 3 clusters Score -436217.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -436217.343750 Penalty: 2725.728516
	Iteration 35Q: 3 clusters Score -436217.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -436219.687500 Penalty: 2725.728516
	Iteration 36Q: 3 clusters Score -436219.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -436220.687500 Penalty: 2725.728516
	Iteration 37Q: 3 clusters Score -436220.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -436222.406250 Penalty: 2725.728516
	Iteration 38Q: 3 clusters Score -436222.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -436221.625000 Penalty: 2725.728516
	Iteration 39Q: 3 clusters Score -436221.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -436221.468750 Penalty: 2725.728516
	Iteration 40F: 3 clusters Score -436221.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (116624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116624 members 
Entering Unmasked Estep 
Score: -13887564.000000 Penalty: 1895.840332
	Iteration 0F: 2 clusters Score -1.388756e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58411 members 
Mstep: Class 2 contains 58213 members 
Entering Unmasked Estep 
Score: -13818236.000000 Penalty: 3791.680664
	Iteration 0F: 3 clusters Score -1.381824e+07 nChanged 55816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58943 members 
Mstep: Class 2 contains 57681 members 
Entering Unmasked Estep 
Score: -13850294.000000 Penalty: 3791.680664
	Iteration 1F: 3 clusters Score -1.385029e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59383 members 
Mstep: Class 2 contains 57241 members 
Entering Unmasked Estep 
Score: -13851087.000000 Penalty: 3791.680664
	Iteration 2Q: 3 clusters Score -1.385109e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60117 members 
Mstep: Class 2 contains 56507 members 
Entering Unmasked Estep 
Score: -13852296.000000 Penalty: 3791.680664
	Iteration 3Q: 3 clusters Score -1.38523e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61207 members 
Mstep: Class 2 contains 55417 members 
Entering Unmasked Estep 
Score: -13854209.000000 Penalty: 3791.680664
	Iteration 4Q: 3 clusters Score -1.385421e+07 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62831 members 
Mstep: Class 2 contains 53793 members 
Entering Unmasked Estep 
Score: -13857413.000000 Penalty: 3791.680664
	Iteration 5Q: 3 clusters Score -1.385741e+07 nChanged 7112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65029 members 
Mstep: Class 2 contains 51595 members 
Entering Unmasked Estep 
Score: -13863053.000000 Penalty: 3791.680664
	Iteration 6F: 3 clusters Score -1.386305e+07 nChanged 8416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67373 members 
Mstep: Class 2 contains 49251 members 
Entering Unmasked Estep 
Score: -13870830.000000 Penalty: 3791.680664
	Iteration 7F: 3 clusters Score -1.387083e+07 nChanged 8766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69045 members 
Mstep: Class 2 contains 47579 members 
Entering Unmasked Estep 
Score: -13878903.000000 Penalty: 3791.680664
	Iteration 8F: 3 clusters Score -1.38789e+07 nChanged 7298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70107 members 
Mstep: Class 2 contains 46517 members 
Entering Unmasked Estep 
Score: -13883617.000000 Penalty: 3791.680664
	Iteration 9F: 3 clusters Score -1.388362e+07 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71100 members 
Mstep: Class 2 contains 45524 members 
Entering Unmasked Estep 
Score: -13885480.000000 Penalty: 3791.680664
	Iteration 10Q: 3 clusters Score -1.388548e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72207 members 
Mstep: Class 2 contains 44417 members 
Entering Unmasked Estep 
Score: -13886437.000000 Penalty: 3791.680664
	Iteration 11Q: 3 clusters Score -1.388644e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73304 members 
Mstep: Class 2 contains 43320 members 
Entering Unmasked Estep 
Score: -13887069.000000 Penalty: 3791.680664
	Iteration 12Q: 3 clusters Score -1.388707e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74507 members 
Mstep: Class 2 contains 42117 members 
Entering Unmasked Estep 
Score: -13887703.000000 Penalty: 3791.680664
	Iteration 13Q: 3 clusters Score -1.38877e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75647 members 
Mstep: Class 2 contains 40977 members 
Entering Unmasked Estep 
Score: -13888168.000000 Penalty: 3791.680664
	Iteration 14Q: 3 clusters Score -1.388817e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76767 members 
Mstep: Class 2 contains 39857 members 
Entering Unmasked Estep 
Score: -13888577.000000 Penalty: 3791.680664
	Iteration 15Q: 3 clusters Score -1.388858e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77935 members 
Mstep: Class 2 contains 38689 members 
Entering Unmasked Estep 
Score: -13888913.000000 Penalty: 3791.680664
	Iteration 16Q: 3 clusters Score -1.388891e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79173 members 
Mstep: Class 2 contains 37451 members 
Entering Unmasked Estep 
Score: -13889345.000000 Penalty: 3791.680664
	Iteration 17Q: 3 clusters Score -1.388934e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80430 members 
Mstep: Class 2 contains 36194 members 
Entering Unmasked Estep 
Score: -13889665.000000 Penalty: 3791.680664
	Iteration 18Q: 3 clusters Score -1.388966e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81681 members 
Mstep: Class 2 contains 34943 members 
Entering Unmasked Estep 
Score: -13889894.000000 Penalty: 3791.680664
	Iteration 19Q: 3 clusters Score -1.388989e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82958 members 
Mstep: Class 2 contains 33666 members 
Entering Unmasked Estep 
Score: -13890213.000000 Penalty: 3791.680664
	Iteration 20F: 3 clusters Score -1.389021e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84150 members 
Mstep: Class 2 contains 32474 members 
Entering Unmasked Estep 
Score: -13890488.000000 Penalty: 3791.680664
	Iteration 21Q: 3 clusters Score -1.389049e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85244 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -13890729.000000 Penalty: 3791.680664
	Iteration 22Q: 3 clusters Score -1.389073e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86282 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -13890912.000000 Penalty: 3791.680664
	Iteration 23Q: 3 clusters Score -1.389091e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87186 members 
Mstep: Class 2 contains 29438 members 
Entering Unmasked Estep 
Score: -13891009.000000 Penalty: 3791.680664
	Iteration 24Q: 3 clusters Score -1.389101e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87936 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -13891095.000000 Penalty: 3791.680664
	Iteration 25Q: 3 clusters Score -1.38911e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88553 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -13891144.000000 Penalty: 3791.680664
	Iteration 26Q: 3 clusters Score -1.389114e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89143 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -13891197.000000 Penalty: 3791.680664
	Iteration 27Q: 3 clusters Score -1.38912e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89685 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -13891212.000000 Penalty: 3791.680664
	Iteration 28Q: 3 clusters Score -1.389121e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90130 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -13891245.000000 Penalty: 3791.680664
	Iteration 29Q: 3 clusters Score -1.389124e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90522 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -13891272.000000 Penalty: 3791.680664
	Iteration 30Q: 3 clusters Score -1.389127e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90906 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -13891291.000000 Penalty: 3791.680664
	Iteration 31Q: 3 clusters Score -1.389129e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91280 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -13891327.000000 Penalty: 3791.680664
	Iteration 32Q: 3 clusters Score -1.389133e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91649 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -13891359.000000 Penalty: 3791.680664
	Iteration 33Q: 3 clusters Score -1.389136e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91989 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -13891378.000000 Penalty: 3791.680664
	Iteration 34Q: 3 clusters Score -1.389138e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92350 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -13891414.000000 Penalty: 3791.680664
	Iteration 35Q: 3 clusters Score -1.389141e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92673 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -13891443.000000 Penalty: 3791.680664
	Iteration 36Q: 3 clusters Score -1.389144e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93006 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -13891394.000000 Penalty: 3791.680664
	Iteration 37Q: 3 clusters Score -1.389139e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93272 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -13891429.000000 Penalty: 3791.680664
	Iteration 38Q: 3 clusters Score -1.389143e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93550 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -13891389.000000 Penalty: 3791.680664
	Iteration 39Q: 3 clusters Score -1.389139e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93806 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -13891354.000000 Penalty: 3791.680664
	Iteration 40F: 3 clusters Score -1.389135e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94030 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -13891358.000000 Penalty: 3791.680664
	Iteration 41Q: 3 clusters Score -1.389136e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94238 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -13891335.000000 Penalty: 3791.680664
	Iteration 42Q: 3 clusters Score -1.389134e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94435 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -13891344.000000 Penalty: 3791.680664
	Iteration 43Q: 3 clusters Score -1.389134e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94634 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -13891334.000000 Penalty: 3791.680664
	Iteration 44Q: 3 clusters Score -1.389133e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94802 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -13891323.000000 Penalty: 3791.680664
	Iteration 45Q: 3 clusters Score -1.389132e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94972 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -13891287.000000 Penalty: 3791.680664
	Iteration 46Q: 3 clusters Score -1.389129e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95134 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -13891265.000000 Penalty: 3791.680664
	Iteration 47Q: 3 clusters Score -1.389126e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95262 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -13891262.000000 Penalty: 3791.680664
	Iteration 48Q: 3 clusters Score -1.389126e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95385 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -13891298.000000 Penalty: 3791.680664
	Iteration 49Q: 3 clusters Score -1.38913e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95531 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -13891229.000000 Penalty: 3791.680664
	Iteration 50Q: 3 clusters Score -1.389123e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95652 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -13891220.000000 Penalty: 3791.680664
	Iteration 51Q: 3 clusters Score -1.389122e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95763 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -13891193.000000 Penalty: 3791.680664
	Iteration 52Q: 3 clusters Score -1.389119e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95873 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -13891201.000000 Penalty: 3791.680664
	Iteration 53Q: 3 clusters Score -1.38912e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95975 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -13891175.000000 Penalty: 3791.680664
	Iteration 54Q: 3 clusters Score -1.389118e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96039 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -13891173.000000 Penalty: 3791.680664
	Iteration 55Q: 3 clusters Score -1.389117e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96118 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -13891174.000000 Penalty: 3791.680664
	Iteration 56Q: 3 clusters Score -1.389117e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96183 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -13891149.000000 Penalty: 3791.680664
	Iteration 57Q: 3 clusters Score -1.389115e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96254 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -13891145.000000 Penalty: 3791.680664
	Iteration 58Q: 3 clusters Score -1.389114e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96312 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -13891122.000000 Penalty: 3791.680664
	Iteration 59Q: 3 clusters Score -1.389112e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96372 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -13891134.000000 Penalty: 3791.680664
	Iteration 60F: 3 clusters Score -1.389113e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96415 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -13891121.000000 Penalty: 3791.680664
	Iteration 61Q: 3 clusters Score -1.389112e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96453 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -13891119.000000 Penalty: 3791.680664
	Iteration 62Q: 3 clusters Score -1.389112e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96486 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -13891112.000000 Penalty: 3791.680664
	Iteration 63Q: 3 clusters Score -1.389111e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96509 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -13891115.000000 Penalty: 3791.680664
	Iteration 64Q: 3 clusters Score -1.389112e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96527 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -13891113.000000 Penalty: 3791.680664
	Iteration 65Q: 3 clusters Score -1.389111e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96544 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -13891131.000000 Penalty: 3791.680664
	Iteration 66Q: 3 clusters Score -1.389113e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96560 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -13891147.000000 Penalty: 3791.680664
	Iteration 67Q: 3 clusters Score -1.389115e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96574 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -13891139.000000 Penalty: 3791.680664
	Iteration 68Q: 3 clusters Score -1.389114e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96581 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -13891147.000000 Penalty: 3791.680664
	Iteration 69Q: 3 clusters Score -1.389115e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96595 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -13891129.000000 Penalty: 3791.680664
	Iteration 70Q: 3 clusters Score -1.389113e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96607 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -13891125.000000 Penalty: 3791.680664
	Iteration 71Q: 3 clusters Score -1.389112e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96623 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -13891141.000000 Penalty: 3791.680664
	Iteration 72Q: 3 clusters Score -1.389114e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96639 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -13891123.000000 Penalty: 3791.680664
	Iteration 73Q: 3 clusters Score -1.389112e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96645 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -13891129.000000 Penalty: 3791.680664
	Iteration 74Q: 3 clusters Score -1.389113e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96655 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -13891123.000000 Penalty: 3791.680664
	Iteration 75Q: 3 clusters Score -1.389112e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96662 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -13891109.000000 Penalty: 3791.680664
	Iteration 76Q: 3 clusters Score -1.389111e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96663 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -13891118.000000 Penalty: 3791.680664
	Iteration 77Q: 3 clusters Score -1.389112e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96664 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -13891125.000000 Penalty: 3791.680664
	Iteration 78Q: 3 clusters Score -1.389112e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96665 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -13891128.000000 Penalty: 3791.680664
	Iteration 79Q: 3 clusters Score -1.389113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96666 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -13891123.000000 Penalty: 3791.680664
	Iteration 80F: 3 clusters Score -1.389112e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 118730 members 
Mstep: Class 3 contains 4141 members 
Mstep: Class 4 contains 19594 members 
Mstep: Class 5 contains 559 members 
Mstep: Class 6 contains 714 members 
Mstep: Class 7 contains 106951 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192902 members 
Mstep: Class 11 contains 22707 members 
Mstep: Class 12 contains 29827 members 
Mstep: Class 13 contains 39962 members 
Mstep: Class 14 contains 16552 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 96666 members 
Mstep: Class 17 contains 10582 members 
Mstep: Class 18 contains 8913 members 
Mstep: Class 19 contains 22876 members 
Mstep: Class 20 contains 1478 members 
Mstep: Class 21 contains 31773 members 
Mstep: Class 22 contains 95334 members 
Mstep: Class 23 contains 90216 members 
Mstep: Class 24 contains 13179 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 1283 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 12883 members 
Mstep: Class 29 contains 51425 members 
Mstep: Class 30 contains 3796 members 
Mstep: Class 31 contains 8925 members 
Mstep: Class 32 contains 7435 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 91662 members 
Mstep: Class 35 contains 92057 members 
Mstep: Class 36 contains 136325 members 
Mstep: Class 37 contains 9699 members 
Mstep: Class 38 contains 80160 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 887 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 137312 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 73345 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 62690 members 
Mstep: Class 48 contains 19958 members 
Entering Unmasked Estep 
Score: -194630176.000000 Penalty: 112004.171875
Splitting cluster 16 changes total score from -194626496.000000 to -194630176.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 17 (10582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Entering Unmasked Estep 
Score: -1231169.625000 Penalty: 1505.872803
	Iteration 0F: 2 clusters Score -1231170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1223635.375000 Penalty: 3011.745605
	Iteration 0F: 3 clusters Score -1223635 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1226193.625000 Penalty: 3011.745605
	Iteration 1F: 3 clusters Score -1226194 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1226497.375000 Penalty: 3011.745605
	Iteration 2F: 3 clusters Score -1226497 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1226764.750000 Penalty: 3011.745605
	Iteration 3F: 3 clusters Score -1226765 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1227049.000000 Penalty: 3011.745605
	Iteration 4Q: 3 clusters Score -1227049 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1227323.625000 Penalty: 3011.745605
	Iteration 5Q: 3 clusters Score -1227324 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1227604.375000 Penalty: 3011.745605
	Iteration 6Q: 3 clusters Score -1227604 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1227931.000000 Penalty: 3011.745605
	Iteration 7Q: 3 clusters Score -1227931 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1228243.625000 Penalty: 3011.745605
	Iteration 8Q: 3 clusters Score -1228244 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1228520.500000 Penalty: 3011.745605
	Iteration 9Q: 3 clusters Score -1228520 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1228720.250000 Penalty: 3011.745605
	Iteration 10Q: 3 clusters Score -1228720 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1228842.625000 Penalty: 3011.745605
	Iteration 11Q: 3 clusters Score -1228843 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1228923.500000 Penalty: 3011.745605
	Iteration 12Q: 3 clusters Score -1228924 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1228990.250000 Penalty: 3011.745605
	Iteration 13Q: 3 clusters Score -1228990 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1229048.500000 Penalty: 3011.745605
	Iteration 14Q: 3 clusters Score -1229048 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1229094.375000 Penalty: 3011.745605
	Iteration 15Q: 3 clusters Score -1229094 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1229134.375000 Penalty: 3011.745605
	Iteration 16Q: 3 clusters Score -1229134 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1229170.000000 Penalty: 3011.745605
	Iteration 17Q: 3 clusters Score -1229170 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1229191.750000 Penalty: 3011.745605
	Iteration 18Q: 3 clusters Score -1229192 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1229208.875000 Penalty: 3011.745605
	Iteration 19Q: 3 clusters Score -1229209 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1229224.625000 Penalty: 3011.745605
	Iteration 20F: 3 clusters Score -1229225 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1229243.250000 Penalty: 3011.745605
	Iteration 21Q: 3 clusters Score -1229243 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1229263.625000 Penalty: 3011.745605
	Iteration 22Q: 3 clusters Score -1229264 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1229276.625000 Penalty: 3011.745605
	Iteration 23Q: 3 clusters Score -1229277 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1229292.500000 Penalty: 3011.745605
	Iteration 24Q: 3 clusters Score -1229292 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1229304.500000 Penalty: 3011.745605
	Iteration 25Q: 3 clusters Score -1229304 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1229312.250000 Penalty: 3011.745605
	Iteration 26Q: 3 clusters Score -1229312 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1229320.375000 Penalty: 3011.745605
	Iteration 27Q: 3 clusters Score -1229320 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1229323.500000 Penalty: 3011.745605
	Iteration 28Q: 3 clusters Score -1229324 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1229328.250000 Penalty: 3011.745605
	Iteration 29Q: 3 clusters Score -1229328 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1229327.750000 Penalty: 3011.745605
	Iteration 30Q: 3 clusters Score -1229328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1229332.000000 Penalty: 3011.745605
	Iteration 31Q: 3 clusters Score -1229332 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1229339.500000 Penalty: 3011.745605
	Iteration 32Q: 3 clusters Score -1229340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1229341.875000 Penalty: 3011.745605
	Iteration 33Q: 3 clusters Score -1229342 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1229342.875000 Penalty: 3011.745605
	Iteration 34Q: 3 clusters Score -1229343 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1229349.125000 Penalty: 3011.745605
	Iteration 35Q: 3 clusters Score -1229349 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1229356.125000 Penalty: 3011.745605
	Iteration 36Q: 3 clusters Score -1229356 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1229362.375000 Penalty: 3011.745605
	Iteration 37Q: 3 clusters Score -1229362 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1229370.000000 Penalty: 3011.745605
	Iteration 38Q: 3 clusters Score -1229370 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1229379.625000 Penalty: 3011.745605
	Iteration 39Q: 3 clusters Score -1229380 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1229388.500000 Penalty: 3011.745605
	Iteration 40F: 3 clusters Score -1229388 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1229393.750000 Penalty: 3011.745605
	Iteration 41Q: 3 clusters Score -1229394 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1229399.750000 Penalty: 3011.745605
	Iteration 42Q: 3 clusters Score -1229400 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1229410.500000 Penalty: 3011.745605
	Iteration 43Q: 3 clusters Score -1229410 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1229421.375000 Penalty: 3011.745605
	Iteration 44Q: 3 clusters Score -1229421 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1229432.250000 Penalty: 3011.745605
	Iteration 45Q: 3 clusters Score -1229432 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1229437.250000 Penalty: 3011.745605
	Iteration 46Q: 3 clusters Score -1229437 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1229444.375000 Penalty: 3011.745605
	Iteration 47Q: 3 clusters Score -1229444 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1229446.000000 Penalty: 3011.745605
	Iteration 48Q: 3 clusters Score -1229446 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1229451.000000 Penalty: 3011.745605
	Iteration 49Q: 3 clusters Score -1229451 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1229456.250000 Penalty: 3011.745605
	Iteration 50Q: 3 clusters Score -1229456 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1229455.750000 Penalty: 3011.745605
	Iteration 51Q: 3 clusters Score -1229456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1229456.500000 Penalty: 3011.745605
	Iteration 52Q: 3 clusters Score -1229456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1229456.750000 Penalty: 3011.745605
	Iteration 53Q: 3 clusters Score -1229457 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1229457.000000 Penalty: 3011.745605
	Iteration 54Q: 3 clusters Score -1229457 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1229463.500000 Penalty: 3011.745605
	Iteration 55Q: 3 clusters Score -1229464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1229463.750000 Penalty: 3011.745605
	Iteration 56Q: 3 clusters Score -1229464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1229462.875000 Penalty: 3011.745605
	Iteration 57Q: 3 clusters Score -1229463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1229468.375000 Penalty: 3011.745605
	Iteration 58Q: 3 clusters Score -1229468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1229469.500000 Penalty: 3011.745605
	Iteration 59Q: 3 clusters Score -1229470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1229467.875000 Penalty: 3011.745605
	Iteration 60F: 3 clusters Score -1229468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1229467.125000 Penalty: 3011.745605
	Iteration 61Q: 3 clusters Score -1229467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1229468.875000 Penalty: 3011.745605
	Iteration 62Q: 3 clusters Score -1229469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1229470.500000 Penalty: 3011.745605
	Iteration 63Q: 3 clusters Score -1229470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1229469.750000 Penalty: 3011.745605
	Iteration 64Q: 3 clusters Score -1229470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1229468.750000 Penalty: 3011.745605
	Iteration 65Q: 3 clusters Score -1229469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1229467.875000 Penalty: 3011.745605
	Iteration 66Q: 3 clusters Score -1229468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1229468.125000 Penalty: 3011.745605
	Iteration 67Q: 3 clusters Score -1229468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1229468.875000 Penalty: 3011.745605
	Iteration 68Q: 3 clusters Score -1229469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1229468.500000 Penalty: 3011.745605
	Iteration 69Q: 3 clusters Score -1229468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1229470.875000 Penalty: 3011.745605
	Iteration 70Q: 3 clusters Score -1229471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1229468.500000 Penalty: 3011.745605
	Iteration 71Q: 3 clusters Score -1229468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1229470.750000 Penalty: 3011.745605
	Iteration 72Q: 3 clusters Score -1229471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1229471.250000 Penalty: 3011.745605
	Iteration 73Q: 3 clusters Score -1229471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1229470.500000 Penalty: 3011.745605
	Iteration 74Q: 3 clusters Score -1229470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1229472.750000 Penalty: 3011.745605
	Iteration 75Q: 3 clusters Score -1229473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1229472.750000 Penalty: 3011.745605
	Iteration 76Q: 3 clusters Score -1229473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1229472.375000 Penalty: 3011.745605
	Iteration 77Q: 3 clusters Score -1229472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1229473.250000 Penalty: 3011.745605
	Iteration 78Q: 3 clusters Score -1229473 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1229475.625000 Penalty: 3011.745605
	Iteration 79Q: 3 clusters Score -1229476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1229478.375000 Penalty: 3011.745605
	Iteration 80F: 3 clusters Score -1229478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1229478.500000 Penalty: 3011.745605
	Iteration 81Q: 3 clusters Score -1229478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1229480.000000 Penalty: 3011.745605
	Iteration 82Q: 3 clusters Score -1229480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1229482.625000 Penalty: 3011.745605
	Iteration 83Q: 3 clusters Score -1229483 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1229483.750000 Penalty: 3011.745605
	Iteration 84Q: 3 clusters Score -1229484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1229488.375000 Penalty: 3011.745605
	Iteration 85Q: 3 clusters Score -1229488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1229487.125000 Penalty: 3011.745605
	Iteration 86Q: 3 clusters Score -1229487 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1229491.875000 Penalty: 3011.745605
	Iteration 87Q: 3 clusters Score -1229492 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1229495.625000 Penalty: 3011.745605
	Iteration 88Q: 3 clusters Score -1229496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1229497.625000 Penalty: 3011.745605
	Iteration 89Q: 3 clusters Score -1229498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1229497.625000 Penalty: 3011.745605
	Iteration 90Q: 3 clusters Score -1229498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1229500.250000 Penalty: 3011.745605
	Iteration 91Q: 3 clusters Score -1229500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1229502.000000 Penalty: 3011.745605
	Iteration 92Q: 3 clusters Score -1229502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1229504.500000 Penalty: 3011.745605
	Iteration 93Q: 3 clusters Score -1229504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1229506.375000 Penalty: 3011.745605
	Iteration 94Q: 3 clusters Score -1229506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1229505.750000 Penalty: 3011.745605
	Iteration 95Q: 3 clusters Score -1229506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1229510.750000 Penalty: 3011.745605
	Iteration 96Q: 3 clusters Score -1229511 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1229511.875000 Penalty: 3011.745605
	Iteration 97Q: 3 clusters Score -1229512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1229516.625000 Penalty: 3011.745605
	Iteration 98Q: 3 clusters Score -1229517 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1229517.500000 Penalty: 3011.745605
	Iteration 99Q: 3 clusters Score -1229518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1229519.625000 Penalty: 3011.745605
	Iteration 100F: 3 clusters Score -1229520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1229522.250000 Penalty: 3011.745605
	Iteration 101Q: 3 clusters Score -1229522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1229526.500000 Penalty: 3011.745605
	Iteration 102Q: 3 clusters Score -1229526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1229527.375000 Penalty: 3011.745605
	Iteration 103Q: 3 clusters Score -1229527 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1229530.625000 Penalty: 3011.745605
	Iteration 104Q: 3 clusters Score -1229531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1229531.375000 Penalty: 3011.745605
	Iteration 105Q: 3 clusters Score -1229531 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1229531.875000 Penalty: 3011.745605
	Iteration 106Q: 3 clusters Score -1229532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1229536.875000 Penalty: 3011.745605
	Iteration 107Q: 3 clusters Score -1229537 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1229534.125000 Penalty: 3011.745605
	Iteration 108Q: 3 clusters Score -1229534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1229539.250000 Penalty: 3011.745605
	Iteration 109Q: 3 clusters Score -1229539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1229540.625000 Penalty: 3011.745605
	Iteration 110Q: 3 clusters Score -1229541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1229544.250000 Penalty: 3011.745605
	Iteration 111Q: 3 clusters Score -1229544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1229546.875000 Penalty: 3011.745605
	Iteration 112Q: 3 clusters Score -1229547 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1229549.250000 Penalty: 3011.745605
	Iteration 113Q: 3 clusters Score -1229549 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1229548.625000 Penalty: 3011.745605
	Iteration 114Q: 3 clusters Score -1229549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1229547.500000 Penalty: 3011.745605
	Iteration 115Q: 3 clusters Score -1229548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1229551.250000 Penalty: 3011.745605
	Iteration 116Q: 3 clusters Score -1229551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1229552.875000 Penalty: 3011.745605
	Iteration 117Q: 3 clusters Score -1229553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1229553.500000 Penalty: 3011.745605
	Iteration 118Q: 3 clusters Score -1229554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1229553.500000 Penalty: 3011.745605
	Iteration 119Q: 3 clusters Score -1229554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1229554.750000 Penalty: 3011.745605
	Iteration 120F: 3 clusters Score -1229555 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1229558.750000 Penalty: 3011.745605
	Iteration 121Q: 3 clusters Score -1229559 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1229559.750000 Penalty: 3011.745605
	Iteration 122Q: 3 clusters Score -1229560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1229561.125000 Penalty: 3011.745605
	Iteration 123Q: 3 clusters Score -1229561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1229565.750000 Penalty: 3011.745605
	Iteration 124Q: 3 clusters Score -1229566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1229564.125000 Penalty: 3011.745605
	Iteration 125Q: 3 clusters Score -1229564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1229570.000000 Penalty: 3011.745605
	Iteration 126Q: 3 clusters Score -1229570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1229572.125000 Penalty: 3011.745605
	Iteration 127Q: 3 clusters Score -1229572 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1229576.625000 Penalty: 3011.745605
	Iteration 128Q: 3 clusters Score -1229577 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1229580.375000 Penalty: 3011.745605
	Iteration 129Q: 3 clusters Score -1229580 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1229585.000000 Penalty: 3011.745605
	Iteration 130Q: 3 clusters Score -1229585 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1229592.750000 Penalty: 3011.745605
	Iteration 131Q: 3 clusters Score -1229593 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1229597.750000 Penalty: 3011.745605
	Iteration 132Q: 3 clusters Score -1229598 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1229603.625000 Penalty: 3011.745605
	Iteration 133Q: 3 clusters Score -1229604 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1229609.125000 Penalty: 3011.745605
	Iteration 134Q: 3 clusters Score -1229609 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1229614.500000 Penalty: 3011.745605
	Iteration 135Q: 3 clusters Score -1229614 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1229618.000000 Penalty: 3011.745605
	Iteration 136Q: 3 clusters Score -1229618 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1229621.750000 Penalty: 3011.745605
	Iteration 137Q: 3 clusters Score -1229622 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1229630.250000 Penalty: 3011.745605
	Iteration 138Q: 3 clusters Score -1229630 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1229638.375000 Penalty: 3011.745605
	Iteration 139Q: 3 clusters Score -1229638 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1229647.500000 Penalty: 3011.745605
	Iteration 140F: 3 clusters Score -1229648 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1229657.875000 Penalty: 3011.745605
	Iteration 141Q: 3 clusters Score -1229658 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1229671.375000 Penalty: 3011.745605
	Iteration 142Q: 3 clusters Score -1229671 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1229684.625000 Penalty: 3011.745605
	Iteration 143Q: 3 clusters Score -1229685 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1229693.250000 Penalty: 3011.745605
	Iteration 144Q: 3 clusters Score -1229693 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1229715.000000 Penalty: 3011.745605
	Iteration 145Q: 3 clusters Score -1229715 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1229730.750000 Penalty: 3011.745605
	Iteration 146Q: 3 clusters Score -1229731 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1229756.750000 Penalty: 3011.745605
	Iteration 147Q: 3 clusters Score -1229757 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1229768.625000 Penalty: 3011.745605
	Iteration 148Q: 3 clusters Score -1229769 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1229777.875000 Penalty: 3011.745605
	Iteration 149Q: 3 clusters Score -1229778 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1229789.250000 Penalty: 3011.745605
	Iteration 150Q: 3 clusters Score -1229789 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1229800.500000 Penalty: 3011.745605
	Iteration 151Q: 3 clusters Score -1229800 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1229810.000000 Penalty: 3011.745605
	Iteration 152Q: 3 clusters Score -1229810 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1229816.250000 Penalty: 3011.745605
	Iteration 153Q: 3 clusters Score -1229816 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1229829.125000 Penalty: 3011.745605
	Iteration 154Q: 3 clusters Score -1229829 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1229834.625000 Penalty: 3011.745605
	Iteration 155Q: 3 clusters Score -1229835 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1229844.500000 Penalty: 3011.745605
	Iteration 156Q: 3 clusters Score -1229844 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1229848.500000 Penalty: 3011.745605
	Iteration 157Q: 3 clusters Score -1229848 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1229856.000000 Penalty: 3011.745605
	Iteration 158Q: 3 clusters Score -1229856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1229861.500000 Penalty: 3011.745605
	Iteration 159Q: 3 clusters Score -1229862 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1229866.625000 Penalty: 3011.745605
	Iteration 160F: 3 clusters Score -1229867 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1229875.250000 Penalty: 3011.745605
	Iteration 161Q: 3 clusters Score -1229875 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1229879.125000 Penalty: 3011.745605
	Iteration 162Q: 3 clusters Score -1229879 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1229881.500000 Penalty: 3011.745605
	Iteration 163Q: 3 clusters Score -1229882 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1229890.750000 Penalty: 3011.745605
	Iteration 164Q: 3 clusters Score -1229891 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1229891.750000 Penalty: 3011.745605
	Iteration 165Q: 3 clusters Score -1229892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1229899.125000 Penalty: 3011.745605
	Iteration 166Q: 3 clusters Score -1229899 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1229906.625000 Penalty: 3011.745605
	Iteration 167Q: 3 clusters Score -1229907 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1229911.750000 Penalty: 3011.745605
	Iteration 168Q: 3 clusters Score -1229912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1229914.500000 Penalty: 3011.745605
	Iteration 169Q: 3 clusters Score -1229914 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1229919.750000 Penalty: 3011.745605
	Iteration 170Q: 3 clusters Score -1229920 nChanged 11
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Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1229921.500000 Penalty: 3011.745605
	Iteration 171Q: 3 clusters Score -1229922 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1229928.125000 Penalty: 3011.745605
	Iteration 172Q: 3 clusters Score -1229928 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1229931.000000 Penalty: 3011.745605
	Iteration 173Q: 3 clusters Score -1229931 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1229929.625000 Penalty: 3011.745605
	Iteration 174Q: 3 clusters Score -1229930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1229937.625000 Penalty: 3011.745605
	Iteration 175Q: 3 clusters Score -1229938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1229943.875000 Penalty: 3011.745605
	Iteration 176Q: 3 clusters Score -1229944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1229948.250000 Penalty: 3011.745605
	Iteration 177Q: 3 clusters Score -1229948 nChanged 7
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Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1229946.750000 Penalty: 3011.745605
	Iteration 178Q: 3 clusters Score -1229947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1229948.125000 Penalty: 3011.745605
	Iteration 179Q: 3 clusters Score -1229948 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1229950.625000 Penalty: 3011.745605
	Iteration 180F: 3 clusters Score -1229951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1229955.375000 Penalty: 3011.745605
	Iteration 181Q: 3 clusters Score -1229955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1229956.500000 Penalty: 3011.745605
	Iteration 182Q: 3 clusters Score -1229956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1229961.500000 Penalty: 3011.745605
	Iteration 183Q: 3 clusters Score -1229962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1229964.500000 Penalty: 3011.745605
	Iteration 184Q: 3 clusters Score -1229964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1229969.625000 Penalty: 3011.745605
	Iteration 185Q: 3 clusters Score -1229970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1229975.875000 Penalty: 3011.745605
	Iteration 186Q: 3 clusters Score -1229976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1229977.000000 Penalty: 3011.745605
	Iteration 187Q: 3 clusters Score -1229977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1229977.250000 Penalty: 3011.745605
	Iteration 188Q: 3 clusters Score -1229977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1229979.875000 Penalty: 3011.745605
	Iteration 189Q: 3 clusters Score -1229980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1229979.750000 Penalty: 3011.745605
	Iteration 190Q: 3 clusters Score -1229980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1229981.250000 Penalty: 3011.745605
	Iteration 191Q: 3 clusters Score -1229981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1229981.250000 Penalty: 3011.745605
	Iteration 192Q: 3 clusters Score -1229981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1229981.000000 Penalty: 3011.745605
	Iteration 193Q: 3 clusters Score -1229981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1229981.750000 Penalty: 3011.745605
	Iteration 194Q: 3 clusters Score -1229982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1229980.750000 Penalty: 3011.745605
	Iteration 195Q: 3 clusters Score -1229981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1229986.625000 Penalty: 3011.745605
	Iteration 196Q: 3 clusters Score -1229987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1229993.250000 Penalty: 3011.745605
	Iteration 197Q: 3 clusters Score -1229993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1229995.000000 Penalty: 3011.745605
	Iteration 198Q: 3 clusters Score -1229995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1229995.250000 Penalty: 3011.745605
	Iteration 199Q: 3 clusters Score -1229995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1229995.750000 Penalty: 3011.745605
	Iteration 200F: 3 clusters Score -1229996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1229996.375000 Penalty: 3011.745605
	Iteration 201Q: 3 clusters Score -1229996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1229995.875000 Penalty: 3011.745605
	Iteration 202Q: 3 clusters Score -1229996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1229996.625000 Penalty: 3011.745605
	Iteration 203Q: 3 clusters Score -1229997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1229996.625000 Penalty: 3011.745605
	Iteration 204Q: 3 clusters Score -1229997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1229996.625000 Penalty: 3011.745605
	Iteration 205Q: 3 clusters Score -1229997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1229996.750000 Penalty: 3011.745605
	Iteration 206Q: 3 clusters Score -1229997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1229996.750000 Penalty: 3011.745605
	Iteration 207F: 3 clusters Score -1229997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Entering Unmasked Estep 
Score: -1003580.375000 Penalty: 1477.980835
	Iteration 0F: 2 clusters Score -1003580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -997194.375000 Penalty: 2955.961670
	Iteration 0F: 3 clusters Score -997194.4 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -999128.062500 Penalty: 2955.961670
	Iteration 1F: 3 clusters Score -999128.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -999334.437500 Penalty: 2955.961670
	Iteration 2F: 3 clusters Score -999334.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -999513.500000 Penalty: 2955.961670
	Iteration 3Q: 3 clusters Score -999513.5 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -999651.937500 Penalty: 2955.961670
	Iteration 4Q: 3 clusters Score -999651.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -999754.437500 Penalty: 2955.961670
	Iteration 5Q: 3 clusters Score -999754.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -999836.750000 Penalty: 2955.961670
	Iteration 6Q: 3 clusters Score -999836.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -999909.000000 Penalty: 2955.961670
	Iteration 7Q: 3 clusters Score -999909 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -999972.625000 Penalty: 2955.961670
	Iteration 8Q: 3 clusters Score -999972.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1000037.812500 Penalty: 2955.961670
	Iteration 9Q: 3 clusters Score -1000038 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1000107.750000 Penalty: 2955.961670
	Iteration 10Q: 3 clusters Score -1000108 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1000181.312500 Penalty: 2955.961670
	Iteration 11Q: 3 clusters Score -1000181 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1000256.500000 Penalty: 2955.961670
	Iteration 12Q: 3 clusters Score -1000256 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1000350.000000 Penalty: 2955.961670
	Iteration 13Q: 3 clusters Score -1000350 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1000471.437500 Penalty: 2955.961670
	Iteration 14Q: 3 clusters Score -1000471 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1000611.937500 Penalty: 2955.961670
	Iteration 15Q: 3 clusters Score -1000612 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1000762.687500 Penalty: 2955.961670
	Iteration 16Q: 3 clusters Score -1000763 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1000924.875000 Penalty: 2955.961670
	Iteration 17Q: 3 clusters Score -1000925 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1001076.875000 Penalty: 2955.961670
	Iteration 18Q: 3 clusters Score -1001077 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1001220.062500 Penalty: 2955.961670
	Iteration 19Q: 3 clusters Score -1001220 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1001343.625000 Penalty: 2955.961670
	Iteration 20F: 3 clusters Score -1001344 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1001452.812500 Penalty: 2955.961670
	Iteration 21Q: 3 clusters Score -1001453 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1001580.000000 Penalty: 2955.961670
	Iteration 22Q: 3 clusters Score -1001580 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1001684.000000 Penalty: 2955.961670
	Iteration 23Q: 3 clusters Score -1001684 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1001770.937500 Penalty: 2955.961670
	Iteration 24Q: 3 clusters Score -1001771 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1001844.875000 Penalty: 2955.961670
	Iteration 25Q: 3 clusters Score -1001845 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1001890.937500 Penalty: 2955.961670
	Iteration 26Q: 3 clusters Score -1001891 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1001934.437500 Penalty: 2955.961670
	Iteration 27Q: 3 clusters Score -1001934 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1001976.812500 Penalty: 2955.961670
	Iteration 28Q: 3 clusters Score -1001977 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1002016.937500 Penalty: 2955.961670
	Iteration 29Q: 3 clusters Score -1002017 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1002058.562500 Penalty: 2955.961670
	Iteration 30Q: 3 clusters Score -1002059 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1002096.000000 Penalty: 2955.961670
	Iteration 31Q: 3 clusters Score -1002096 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1002116.875000 Penalty: 2955.961670
	Iteration 32Q: 3 clusters Score -1002117 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1002137.937500 Penalty: 2955.961670
	Iteration 33Q: 3 clusters Score -1002138 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1002159.125000 Penalty: 2955.961670
	Iteration 34Q: 3 clusters Score -1002159 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1002182.250000 Penalty: 2955.961670
	Iteration 35Q: 3 clusters Score -1002182 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1002206.125000 Penalty: 2955.961670
	Iteration 36Q: 3 clusters Score -1002206 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1002226.187500 Penalty: 2955.961670
	Iteration 37Q: 3 clusters Score -1002226 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1002238.250000 Penalty: 2955.961670
	Iteration 38Q: 3 clusters Score -1002238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1002248.937500 Penalty: 2955.961670
	Iteration 39Q: 3 clusters Score -1002249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1002256.250000 Penalty: 2955.961670
	Iteration 40F: 3 clusters Score -1002256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1002261.375000 Penalty: 2955.961670
	Iteration 41Q: 3 clusters Score -1002261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1002269.125000 Penalty: 2955.961670
	Iteration 42Q: 3 clusters Score -1002269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1002276.875000 Penalty: 2955.961670
	Iteration 43Q: 3 clusters Score -1002277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1002281.875000 Penalty: 2955.961670
	Iteration 44Q: 3 clusters Score -1002282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1002284.000000 Penalty: 2955.961670
	Iteration 45Q: 3 clusters Score -1002284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1002285.062500 Penalty: 2955.961670
	Iteration 46Q: 3 clusters Score -1002285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1002287.562500 Penalty: 2955.961670
	Iteration 47Q: 3 clusters Score -1002288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1002288.875000 Penalty: 2955.961670
	Iteration 48Q: 3 clusters Score -1002289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1002289.375000 Penalty: 2955.961670
	Iteration 49Q: 3 clusters Score -1002289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1002292.312500 Penalty: 2955.961670
	Iteration 50Q: 3 clusters Score -1002292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1002294.562500 Penalty: 2955.961670
	Iteration 51Q: 3 clusters Score -1002295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1002296.000000 Penalty: 2955.961670
	Iteration 52Q: 3 clusters Score -1002296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1002295.437500 Penalty: 2955.961670
	Iteration 53Q: 3 clusters Score -1002295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1002295.562500 Penalty: 2955.961670
	Iteration 54Q: 3 clusters Score -1002296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1002295.562500 Penalty: 2955.961670
	Iteration 55F: 3 clusters Score -1002296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Entering Unmasked Estep 
Score: -2504088.000000 Penalty: 1631.149658
	Iteration 0F: 2 clusters Score -2504088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -2488563.000000 Penalty: 3262.299316
	Iteration 0F: 3 clusters Score -2488563 nChanged 10481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -2494767.000000 Penalty: 3262.299316
	Iteration 1F: 3 clusters Score -2494767 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -2495611.250000 Penalty: 3262.299316
	Iteration 2F: 3 clusters Score -2495611 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -2496712.000000 Penalty: 3262.299316
	Iteration 3F: 3 clusters Score -2496712 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -2497987.250000 Penalty: 3262.299316
	Iteration 4F: 3 clusters Score -2497987 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -2499120.000000 Penalty: 3262.299316
	Iteration 5F: 3 clusters Score -2499120 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -2500054.250000 Penalty: 3262.299316
	Iteration 6F: 3 clusters Score -2500054 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -2500741.250000 Penalty: 3262.299316
	Iteration 7Q: 3 clusters Score -2500741 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -2501261.000000 Penalty: 3262.299316
	Iteration 8Q: 3 clusters Score -2501261 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -2501587.750000 Penalty: 3262.299316
	Iteration 9Q: 3 clusters Score -2501588 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -2501831.500000 Penalty: 3262.299316
	Iteration 10Q: 3 clusters Score -2501832 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -2501991.000000 Penalty: 3262.299316
	Iteration 11Q: 3 clusters Score -2501991 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -2502076.750000 Penalty: 3262.299316
	Iteration 12Q: 3 clusters Score -2502077 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -2502135.000000 Penalty: 3262.299316
	Iteration 13Q: 3 clusters Score -2502135 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -2502184.250000 Penalty: 3262.299316
	Iteration 14Q: 3 clusters Score -2502184 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -2502226.500000 Penalty: 3262.299316
	Iteration 15Q: 3 clusters Score -2502226 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -2502279.750000 Penalty: 3262.299316
	Iteration 16Q: 3 clusters Score -2502280 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -2502319.500000 Penalty: 3262.299316
	Iteration 17Q: 3 clusters Score -2502320 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -2502376.000000 Penalty: 3262.299316
	Iteration 18Q: 3 clusters Score -2502376 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -2502427.750000 Penalty: 3262.299316
	Iteration 19Q: 3 clusters Score -2502428 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -2502472.250000 Penalty: 3262.299316
	Iteration 20F: 3 clusters Score -2502472 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -2502522.250000 Penalty: 3262.299316
	Iteration 21Q: 3 clusters Score -2502522 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -2502551.750000 Penalty: 3262.299316
	Iteration 22Q: 3 clusters Score -2502552 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -2502577.500000 Penalty: 3262.299316
	Iteration 23Q: 3 clusters Score -2502578 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -2502596.750000 Penalty: 3262.299316
	Iteration 24Q: 3 clusters Score -2502597 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -2502619.500000 Penalty: 3262.299316
	Iteration 25Q: 3 clusters Score -2502620 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -2502654.250000 Penalty: 3262.299316
	Iteration 26Q: 3 clusters Score -2502654 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -2502697.250000 Penalty: 3262.299316
	Iteration 27Q: 3 clusters Score -2502697 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -2502727.500000 Penalty: 3262.299316
	Iteration 28Q: 3 clusters Score -2502728 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -2502756.250000 Penalty: 3262.299316
	Iteration 29Q: 3 clusters Score -2502756 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
Score: -2502766.500000 Penalty: 3262.299316
	Iteration 30Q: 3 clusters Score -2502766 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -2502778.500000 Penalty: 3262.299316
	Iteration 31Q: 3 clusters Score -2502778 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -2502791.750000 Penalty: 3262.299316
	Iteration 32Q: 3 clusters Score -2502792 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -2502802.750000 Penalty: 3262.299316
	Iteration 33Q: 3 clusters Score -2502803 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -2502807.500000 Penalty: 3262.299316
	Iteration 34Q: 3 clusters Score -2502808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -2502813.250000 Penalty: 3262.299316
	Iteration 35Q: 3 clusters Score -2502813 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -2502824.500000 Penalty: 3262.299316
	Iteration 36Q: 3 clusters Score -2502824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -2502828.750000 Penalty: 3262.299316
	Iteration 37Q: 3 clusters Score -2502829 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -2502832.750000 Penalty: 3262.299316
	Iteration 38Q: 3 clusters Score -2502833 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -2502839.250000 Penalty: 3262.299316
	Iteration 39Q: 3 clusters Score -2502839 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -2502838.750000 Penalty: 3262.299316
	Iteration 40F: 3 clusters Score -2502839 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -2502843.000000 Penalty: 3262.299316
	Iteration 41Q: 3 clusters Score -2502843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -2502852.500000 Penalty: 3262.299316
	Iteration 42Q: 3 clusters Score -2502852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -2502853.500000 Penalty: 3262.299316
	Iteration 43Q: 3 clusters Score -2502854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -2502862.750000 Penalty: 3262.299316
	Iteration 44Q: 3 clusters Score -2502863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -2502858.750000 Penalty: 3262.299316
	Iteration 45Q: 3 clusters Score -2502859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -2502860.750000 Penalty: 3262.299316
	Iteration 46Q: 3 clusters Score -2502861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -2502862.000000 Penalty: 3262.299316
	Iteration 47Q: 3 clusters Score -2502862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -2502865.000000 Penalty: 3262.299316
	Iteration 48Q: 3 clusters Score -2502865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -2502868.750000 Penalty: 3262.299316
	Iteration 49Q: 3 clusters Score -2502869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -2502876.750000 Penalty: 3262.299316
	Iteration 50Q: 3 clusters Score -2502877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -2502879.250000 Penalty: 3262.299316
	Iteration 51Q: 3 clusters Score -2502879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -2502877.250000 Penalty: 3262.299316
	Iteration 52Q: 3 clusters Score -2502877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -2502881.500000 Penalty: 3262.299316
	Iteration 53Q: 3 clusters Score -2502882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -2502884.250000 Penalty: 3262.299316
	Iteration 54Q: 3 clusters Score -2502884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -2502886.500000 Penalty: 3262.299316
	Iteration 55Q: 3 clusters Score -2502886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -2502889.500000 Penalty: 3262.299316
	Iteration 56Q: 3 clusters Score -2502890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -2502886.750000 Penalty: 3262.299316
	Iteration 57Q: 3 clusters Score -2502887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -2502886.750000 Penalty: 3262.299316
	Iteration 58F: 3 clusters Score -2502887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Entering Unmasked Estep 
Score: -157409.921875 Penalty: 1185.997314
	Iteration 0F: 2 clusters Score -157409.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -155666.906250 Penalty: 2371.994629
	Iteration 0F: 3 clusters Score -155666.9 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -156113.640625 Penalty: 2371.994629
	Iteration 1F: 3 clusters Score -156113.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -156256.484375 Penalty: 2371.994629
	Iteration 2F: 3 clusters Score -156256.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -156381.109375 Penalty: 2371.994629
	Iteration 3F: 3 clusters Score -156381.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -156518.437500 Penalty: 2371.994629
	Iteration 4F: 3 clusters Score -156518.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -156636.234375 Penalty: 2371.994629
	Iteration 5F: 3 clusters Score -156636.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -156720.828125 Penalty: 2371.994629
	Iteration 6F: 3 clusters Score -156720.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -156808.406250 Penalty: 2371.994629
	Iteration 7Q: 3 clusters Score -156808.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -156880.437500 Penalty: 2371.994629
	Iteration 8Q: 3 clusters Score -156880.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -156934.406250 Penalty: 2371.994629
	Iteration 9Q: 3 clusters Score -156934.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -156974.750000 Penalty: 2371.994629
	Iteration 10Q: 3 clusters Score -156974.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -156997.984375 Penalty: 2371.994629
	Iteration 11Q: 3 clusters Score -156998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -157026.984375 Penalty: 2371.994629
	Iteration 12Q: 3 clusters Score -157027 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -157041.500000 Penalty: 2371.994629
	Iteration 13Q: 3 clusters Score -157041.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -157046.468750 Penalty: 2371.994629
	Iteration 14Q: 3 clusters Score -157046.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -157050.250000 Penalty: 2371.994629
	Iteration 15Q: 3 clusters Score -157050.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -157054.765625 Penalty: 2371.994629
	Iteration 16Q: 3 clusters Score -157054.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -157055.875000 Penalty: 2371.994629
	Iteration 17Q: 3 clusters Score -157055.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -157058.484375 Penalty: 2371.994629
	Iteration 18Q: 3 clusters Score -157058.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -157061.750000 Penalty: 2371.994629
	Iteration 19Q: 3 clusters Score -157061.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -157067.062500 Penalty: 2371.994629
	Iteration 20F: 3 clusters Score -157067.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -157074.375000 Penalty: 2371.994629
	Iteration 21Q: 3 clusters Score -157074.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -157077.937500 Penalty: 2371.994629
	Iteration 22Q: 3 clusters Score -157077.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -157083.984375 Penalty: 2371.994629
	Iteration 23Q: 3 clusters Score -157084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -157086.171875 Penalty: 2371.994629
	Iteration 24Q: 3 clusters Score -157086.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -157086.171875 Penalty: 2371.994629
	Iteration 25F: 3 clusters Score -157086.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (31773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31773 members 
Entering Unmasked Estep 
Score: -3806312.000000 Penalty: 1684.535522
	Iteration 0F: 2 clusters Score -3806312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -3784989.250000 Penalty: 3369.071045
	Iteration 0F: 3 clusters Score -3784989 nChanged 14681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -3792967.500000 Penalty: 3369.071045
	Iteration 1F: 3 clusters Score -3792968 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -3793301.250000 Penalty: 3369.071045
	Iteration 2Q: 3 clusters Score -3793301 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -3793652.000000 Penalty: 3369.071045
	Iteration 3Q: 3 clusters Score -3793652 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -3794039.250000 Penalty: 3369.071045
	Iteration 4Q: 3 clusters Score -3794039 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -3794579.250000 Penalty: 3369.071045
	Iteration 5Q: 3 clusters Score -3794579 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -3795437.000000 Penalty: 3369.071045
	Iteration 6F: 3 clusters Score -3795437 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -3796694.000000 Penalty: 3369.071045
	Iteration 7F: 3 clusters Score -3796694 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -3798444.000000 Penalty: 3369.071045
	Iteration 8F: 3 clusters Score -3798444 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
Score: -3800454.500000 Penalty: 3369.071045
	Iteration 9F: 3 clusters Score -3800454 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -3802402.750000 Penalty: 3369.071045
	Iteration 10F: 3 clusters Score -3802403 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 30114 members 
Entering Unmasked Estep 
Score: -3803700.000000 Penalty: 3369.071045
	Iteration 11Q: 3 clusters Score -3803700 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -3804329.000000 Penalty: 3369.071045
	Iteration 12Q: 3 clusters Score -3804329 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
Score: -3804635.250000 Penalty: 3369.071045
	Iteration 13Q: 3 clusters Score -3804635 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 31282 members 
Entering Unmasked Estep 
Score: -3804786.250000 Penalty: 3369.071045
	Iteration 14Q: 3 clusters Score -3804786 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
Score: -3804842.250000 Penalty: 3369.071045
	Iteration 15Q: 3 clusters Score -3804842 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -3804882.000000 Penalty: 3369.071045
	Iteration 16Q: 3 clusters Score -3804882 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 31428 members 
Entering Unmasked Estep 
Score: -3804900.000000 Penalty: 3369.071045
	Iteration 17Q: 3 clusters Score -3804900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -3804910.500000 Penalty: 3369.071045
	Iteration 18Q: 3 clusters Score -3804910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -3804926.250000 Penalty: 3369.071045
	Iteration 19Q: 3 clusters Score -3804926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 31451 members 
Entering Unmasked Estep 
Score: -3804934.500000 Penalty: 3369.071045
	Iteration 20F: 3 clusters Score -3804934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 31453 members 
Entering Unmasked Estep 
Score: -3804931.000000 Penalty: 3369.071045
	Iteration 21Q: 3 clusters Score -3804931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 31455 members 
Entering Unmasked Estep 
Score: -3804931.250000 Penalty: 3369.071045
	Iteration 22Q: 3 clusters Score -3804931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 31457 members 
Entering Unmasked Estep 
Score: -3804935.750000 Penalty: 3369.071045
	Iteration 23Q: 3 clusters Score -3804936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 31462 members 
Entering Unmasked Estep 
Score: -3804937.250000 Penalty: 3369.071045
	Iteration 24Q: 3 clusters Score -3804937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 31465 members 
Entering Unmasked Estep 
Score: -3804939.500000 Penalty: 3369.071045
	Iteration 25Q: 3 clusters Score -3804940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 31465 members 
Entering Unmasked Estep 
Score: -3804939.500000 Penalty: 3369.071045
	Iteration 26F: 3 clusters Score -3804940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (95334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95334 members 
Entering Unmasked Estep 
Score: -11203466.000000 Penalty: 1863.085571
	Iteration 0F: 2 clusters Score -1.120347e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47565 members 
Mstep: Class 2 contains 47769 members 
Entering Unmasked Estep 
Score: -11140144.000000 Penalty: 3726.171143
	Iteration 0F: 3 clusters Score -1.114014e+07 nChanged 45646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45389 members 
Mstep: Class 2 contains 49945 members 
Entering Unmasked Estep 
Score: -11166839.000000 Penalty: 3726.171143
	Iteration 1F: 3 clusters Score -1.116684e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 51257 members 
Entering Unmasked Estep 
Score: -11167884.000000 Penalty: 3726.171143
	Iteration 2Q: 3 clusters Score -1.116788e+07 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42207 members 
Mstep: Class 2 contains 53127 members 
Entering Unmasked Estep 
Score: -11169701.000000 Penalty: 3726.171143
	Iteration 3Q: 3 clusters Score -1.11697e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 55647 members 
Entering Unmasked Estep 
Score: -11172422.000000 Penalty: 3726.171143
	Iteration 4F: 3 clusters Score -1.117242e+07 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36654 members 
Mstep: Class 2 contains 58680 members 
Entering Unmasked Estep 
Score: -11177430.000000 Penalty: 3726.171143
	Iteration 5F: 3 clusters Score -1.117743e+07 nChanged 7254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33882 members 
Mstep: Class 2 contains 61452 members 
Entering Unmasked Estep 
Score: -11185423.000000 Penalty: 3726.171143
	Iteration 6F: 3 clusters Score -1.118542e+07 nChanged 7199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 62963 members 
Entering Unmasked Estep 
Score: -11193928.000000 Penalty: 3726.171143
	Iteration 7F: 3 clusters Score -1.119393e+07 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 63482 members 
Entering Unmasked Estep 
Score: -11197704.000000 Penalty: 3726.171143
	Iteration 8F: 3 clusters Score -1.11977e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 63884 members 
Entering Unmasked Estep 
Score: -11199147.000000 Penalty: 3726.171143
	Iteration 9Q: 3 clusters Score -1.119915e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31053 members 
Mstep: Class 2 contains 64281 members 
Entering Unmasked Estep 
Score: -11199881.000000 Penalty: 3726.171143
	Iteration 10Q: 3 clusters Score -1.119988e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 64620 members 
Entering Unmasked Estep 
Score: -11200274.000000 Penalty: 3726.171143
	Iteration 11Q: 3 clusters Score -1.120027e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30454 members 
Mstep: Class 2 contains 64880 members 
Entering Unmasked Estep 
Score: -11200539.000000 Penalty: 3726.171143
	Iteration 12Q: 3 clusters Score -1.120054e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30204 members 
Mstep: Class 2 contains 65130 members 
Entering Unmasked Estep 
Score: -11200683.000000 Penalty: 3726.171143
	Iteration 13Q: 3 clusters Score -1.120068e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 65369 members 
Entering Unmasked Estep 
Score: -11200758.000000 Penalty: 3726.171143
	Iteration 14Q: 3 clusters Score -1.120076e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29737 members 
Mstep: Class 2 contains 65597 members 
Entering Unmasked Estep 
Score: -11200847.000000 Penalty: 3726.171143
	Iteration 15Q: 3 clusters Score -1.120085e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29536 members 
Mstep: Class 2 contains 65798 members 
Entering Unmasked Estep 
Score: -11200908.000000 Penalty: 3726.171143
	Iteration 16Q: 3 clusters Score -1.120091e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29360 members 
Mstep: Class 2 contains 65974 members 
Entering Unmasked Estep 
Score: -11200897.000000 Penalty: 3726.171143
	Iteration 17Q: 3 clusters Score -1.12009e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 66153 members 
Entering Unmasked Estep 
Score: -11200909.000000 Penalty: 3726.171143
	Iteration 18Q: 3 clusters Score -1.120091e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 66330 members 
Entering Unmasked Estep 
Score: -11200908.000000 Penalty: 3726.171143
	Iteration 19Q: 3 clusters Score -1.120091e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28862 members 
Mstep: Class 2 contains 66472 members 
Entering Unmasked Estep 
Score: -11200887.000000 Penalty: 3726.171143
	Iteration 20F: 3 clusters Score -1.120089e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 66646 members 
Entering Unmasked Estep 
Score: -11200946.000000 Penalty: 3726.171143
	Iteration 21Q: 3 clusters Score -1.120095e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Mstep: Class 2 contains 66820 members 
Entering Unmasked Estep 
Score: -11200937.000000 Penalty: 3726.171143
	Iteration 22Q: 3 clusters Score -1.120094e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28344 members 
Mstep: Class 2 contains 66990 members 
Entering Unmasked Estep 
Score: -11200947.000000 Penalty: 3726.171143
	Iteration 23Q: 3 clusters Score -1.120095e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 67174 members 
Entering Unmasked Estep 
Score: -11200934.000000 Penalty: 3726.171143
	Iteration 24Q: 3 clusters Score -1.120093e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 67347 members 
Entering Unmasked Estep 
Score: -11200958.000000 Penalty: 3726.171143
	Iteration 25Q: 3 clusters Score -1.120096e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 67551 members 
Entering Unmasked Estep 
Score: -11200991.000000 Penalty: 3726.171143
	Iteration 26Q: 3 clusters Score -1.120099e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 67767 members 
Entering Unmasked Estep 
Score: -11200995.000000 Penalty: 3726.171143
	Iteration 27Q: 3 clusters Score -1.1201e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 67987 members 
Entering Unmasked Estep 
Score: -11200978.000000 Penalty: 3726.171143
	Iteration 28Q: 3 clusters Score -1.120098e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 68197 members 
Entering Unmasked Estep 
Score: -11200995.000000 Penalty: 3726.171143
	Iteration 29Q: 3 clusters Score -1.1201e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 68398 members 
Entering Unmasked Estep 
Score: -11200988.000000 Penalty: 3726.171143
	Iteration 30Q: 3 clusters Score -1.120099e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 68628 members 
Entering Unmasked Estep 
Score: -11201002.000000 Penalty: 3726.171143
	Iteration 31Q: 3 clusters Score -1.1201e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 68847 members 
Entering Unmasked Estep 
Score: -11201018.000000 Penalty: 3726.171143
	Iteration 32Q: 3 clusters Score -1.120102e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 69020 members 
Entering Unmasked Estep 
Score: -11201020.000000 Penalty: 3726.171143
	Iteration 33Q: 3 clusters Score -1.120102e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 69193 members 
Entering Unmasked Estep 
Score: -11201045.000000 Penalty: 3726.171143
	Iteration 34Q: 3 clusters Score -1.120104e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 69369 members 
Entering Unmasked Estep 
Score: -11201055.000000 Penalty: 3726.171143
	Iteration 35Q: 3 clusters Score -1.120106e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 69549 members 
Entering Unmasked Estep 
Score: -11201061.000000 Penalty: 3726.171143
	Iteration 36Q: 3 clusters Score -1.120106e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 69721 members 
Entering Unmasked Estep 
Score: -11201073.000000 Penalty: 3726.171143
	Iteration 37Q: 3 clusters Score -1.120107e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 69869 members 
Entering Unmasked Estep 
Score: -11201055.000000 Penalty: 3726.171143
	Iteration 38Q: 3 clusters Score -1.120106e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 70042 members 
Entering Unmasked Estep 
Score: -11201058.000000 Penalty: 3726.171143
	Iteration 39Q: 3 clusters Score -1.120106e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 70233 members 
Entering Unmasked Estep 
Score: -11201052.000000 Penalty: 3726.171143
	Iteration 40F: 3 clusters Score -1.120105e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 70441 members 
Entering Unmasked Estep 
Score: -11201104.000000 Penalty: 3726.171143
	Iteration 41Q: 3 clusters Score -1.12011e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 70660 members 
Entering Unmasked Estep 
Score: -11201110.000000 Penalty: 3726.171143
	Iteration 42Q: 3 clusters Score -1.120111e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 70871 members 
Entering Unmasked Estep 
Score: -11201148.000000 Penalty: 3726.171143
	Iteration 43Q: 3 clusters Score -1.120115e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 71077 members 
Entering Unmasked Estep 
Score: -11201142.000000 Penalty: 3726.171143
	Iteration 44Q: 3 clusters Score -1.120114e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 71261 members 
Entering Unmasked Estep 
Score: -11201125.000000 Penalty: 3726.171143
	Iteration 45Q: 3 clusters Score -1.120112e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 71458 members 
Entering Unmasked Estep 
Score: -11201134.000000 Penalty: 3726.171143
	Iteration 46Q: 3 clusters Score -1.120113e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 71658 members 
Entering Unmasked Estep 
Score: -11201136.000000 Penalty: 3726.171143
	Iteration 47Q: 3 clusters Score -1.120114e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 71837 members 
Entering Unmasked Estep 
Score: -11201145.000000 Penalty: 3726.171143
	Iteration 48Q: 3 clusters Score -1.120114e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 72011 members 
Entering Unmasked Estep 
Score: -11201137.000000 Penalty: 3726.171143
	Iteration 49Q: 3 clusters Score -1.120114e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 72193 members 
Entering Unmasked Estep 
Score: -11201140.000000 Penalty: 3726.171143
	Iteration 50Q: 3 clusters Score -1.120114e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 72365 members 
Entering Unmasked Estep 
Score: -11201179.000000 Penalty: 3726.171143
	Iteration 51Q: 3 clusters Score -1.120118e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 72548 members 
Entering Unmasked Estep 
Score: -11201146.000000 Penalty: 3726.171143
	Iteration 52Q: 3 clusters Score -1.120115e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 72721 members 
Entering Unmasked Estep 
Score: -11201162.000000 Penalty: 3726.171143
	Iteration 53Q: 3 clusters Score -1.120116e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 72877 members 
Entering Unmasked Estep 
Score: -11201187.000000 Penalty: 3726.171143
	Iteration 54Q: 3 clusters Score -1.120119e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 73007 members 
Entering Unmasked Estep 
Score: -11201215.000000 Penalty: 3726.171143
	Iteration 55Q: 3 clusters Score -1.120122e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 73125 members 
Entering Unmasked Estep 
Score: -11201228.000000 Penalty: 3726.171143
	Iteration 56Q: 3 clusters Score -1.120123e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 73231 members 
Entering Unmasked Estep 
Score: -11201236.000000 Penalty: 3726.171143
	Iteration 57Q: 3 clusters Score -1.120124e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 73332 members 
Entering Unmasked Estep 
Score: -11201231.000000 Penalty: 3726.171143
	Iteration 58Q: 3 clusters Score -1.120123e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 73459 members 
Entering Unmasked Estep 
Score: -11201231.000000 Penalty: 3726.171143
	Iteration 59Q: 3 clusters Score -1.120123e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 73582 members 
Entering Unmasked Estep 
Score: -11201233.000000 Penalty: 3726.171143
	Iteration 60F: 3 clusters Score -1.120123e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 73730 members 
Entering Unmasked Estep 
Score: -11201244.000000 Penalty: 3726.171143
	Iteration 61Q: 3 clusters Score -1.120124e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 73861 members 
Entering Unmasked Estep 
Score: -11201243.000000 Penalty: 3726.171143
	Iteration 62Q: 3 clusters Score -1.120124e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 73976 members 
Entering Unmasked Estep 
Score: -11201246.000000 Penalty: 3726.171143
	Iteration 63Q: 3 clusters Score -1.120125e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 74102 members 
Entering Unmasked Estep 
Score: -11201244.000000 Penalty: 3726.171143
	Iteration 64Q: 3 clusters Score -1.120124e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 74242 members 
Entering Unmasked Estep 
Score: -11201270.000000 Penalty: 3726.171143
	Iteration 65Q: 3 clusters Score -1.120127e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 74371 members 
Entering Unmasked Estep 
Score: -11201260.000000 Penalty: 3726.171143
	Iteration 66Q: 3 clusters Score -1.120126e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 74513 members 
Entering Unmasked Estep 
Score: -11201261.000000 Penalty: 3726.171143
	Iteration 67Q: 3 clusters Score -1.120126e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 74674 members 
Entering Unmasked Estep 
Score: -11201285.000000 Penalty: 3726.171143
	Iteration 68Q: 3 clusters Score -1.120128e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 74825 members 
Entering Unmasked Estep 
Score: -11201280.000000 Penalty: 3726.171143
	Iteration 69Q: 3 clusters Score -1.120128e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 74958 members 
Entering Unmasked Estep 
Score: -11201251.000000 Penalty: 3726.171143
	Iteration 70Q: 3 clusters Score -1.120125e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 75086 members 
Entering Unmasked Estep 
Score: -11201300.000000 Penalty: 3726.171143
	Iteration 71Q: 3 clusters Score -1.12013e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 75203 members 
Entering Unmasked Estep 
Score: -11201268.000000 Penalty: 3726.171143
	Iteration 72Q: 3 clusters Score -1.120127e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 75324 members 
Entering Unmasked Estep 
Score: -11201265.000000 Penalty: 3726.171143
	Iteration 73Q: 3 clusters Score -1.120126e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 75437 members 
Entering Unmasked Estep 
Score: -11201270.000000 Penalty: 3726.171143
	Iteration 74Q: 3 clusters Score -1.120127e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 75533 members 
Entering Unmasked Estep 
Score: -11201274.000000 Penalty: 3726.171143
	Iteration 75Q: 3 clusters Score -1.120127e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 75645 members 
Entering Unmasked Estep 
Score: -11201271.000000 Penalty: 3726.171143
	Iteration 76Q: 3 clusters Score -1.120127e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 75774 members 
Entering Unmasked Estep 
Score: -11201262.000000 Penalty: 3726.171143
	Iteration 77Q: 3 clusters Score -1.120126e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 75894 members 
Entering Unmasked Estep 
Score: -11201236.000000 Penalty: 3726.171143
	Iteration 78Q: 3 clusters Score -1.120124e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 76024 members 
Entering Unmasked Estep 
Score: -11201221.000000 Penalty: 3726.171143
	Iteration 79Q: 3 clusters Score -1.120122e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 76144 members 
Entering Unmasked Estep 
Score: -11201221.000000 Penalty: 3726.171143
	Iteration 80F: 3 clusters Score -1.120122e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 76249 members 
Entering Unmasked Estep 
Score: -11201217.000000 Penalty: 3726.171143
	Iteration 81Q: 3 clusters Score -1.120122e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 76384 members 
Entering Unmasked Estep 
Score: -11201240.000000 Penalty: 3726.171143
	Iteration 82Q: 3 clusters Score -1.120124e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 76528 members 
Entering Unmasked Estep 
Score: -11201236.000000 Penalty: 3726.171143
	Iteration 83Q: 3 clusters Score -1.120124e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 76678 members 
Entering Unmasked Estep 
Score: -11201215.000000 Penalty: 3726.171143
	Iteration 84Q: 3 clusters Score -1.120122e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 76836 members 
Entering Unmasked Estep 
Score: -11201234.000000 Penalty: 3726.171143
	Iteration 85Q: 3 clusters Score -1.120123e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 77008 members 
Entering Unmasked Estep 
Score: -11201248.000000 Penalty: 3726.171143
	Iteration 86Q: 3 clusters Score -1.120125e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 77188 members 
Entering Unmasked Estep 
Score: -11201265.000000 Penalty: 3726.171143
	Iteration 87Q: 3 clusters Score -1.120126e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 77357 members 
Entering Unmasked Estep 
Score: -11201262.000000 Penalty: 3726.171143
	Iteration 88Q: 3 clusters Score -1.120126e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 77517 members 
Entering Unmasked Estep 
Score: -11201256.000000 Penalty: 3726.171143
	Iteration 89Q: 3 clusters Score -1.120126e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 77665 members 
Entering Unmasked Estep 
Score: -11201268.000000 Penalty: 3726.171143
	Iteration 90Q: 3 clusters Score -1.120127e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 77801 members 
Entering Unmasked Estep 
Score: -11201269.000000 Penalty: 3726.171143
	Iteration 91Q: 3 clusters Score -1.120127e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 77914 members 
Entering Unmasked Estep 
Score: -11201289.000000 Penalty: 3726.171143
	Iteration 92Q: 3 clusters Score -1.120129e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 78045 members 
Entering Unmasked Estep 
Score: -11201294.000000 Penalty: 3726.171143
	Iteration 93Q: 3 clusters Score -1.120129e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 78186 members 
Entering Unmasked Estep 
Score: -11201304.000000 Penalty: 3726.171143
	Iteration 94Q: 3 clusters Score -1.12013e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 78331 members 
Entering Unmasked Estep 
Score: -11201325.000000 Penalty: 3726.171143
	Iteration 95Q: 3 clusters Score -1.120132e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 78476 members 
Entering Unmasked Estep 
Score: -11201316.000000 Penalty: 3726.171143
	Iteration 96Q: 3 clusters Score -1.120132e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 78626 members 
Entering Unmasked Estep 
Score: -11201316.000000 Penalty: 3726.171143
	Iteration 97Q: 3 clusters Score -1.120132e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 78766 members 
Entering Unmasked Estep 
Score: -11201311.000000 Penalty: 3726.171143
	Iteration 98Q: 3 clusters Score -1.120131e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 78913 members 
Entering Unmasked Estep 
Score: -11201335.000000 Penalty: 3726.171143
	Iteration 99Q: 3 clusters Score -1.120134e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 79072 members 
Entering Unmasked Estep 
Score: -11201342.000000 Penalty: 3726.171143
	Iteration 100F: 3 clusters Score -1.120134e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 79249 members 
Entering Unmasked Estep 
Score: -11201361.000000 Penalty: 3726.171143
	Iteration 101Q: 3 clusters Score -1.120136e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 79431 members 
Entering Unmasked Estep 
Score: -11201378.000000 Penalty: 3726.171143
	Iteration 102Q: 3 clusters Score -1.120138e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 79624 members 
Entering Unmasked Estep 
Score: -11201375.000000 Penalty: 3726.171143
	Iteration 103Q: 3 clusters Score -1.120138e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 79847 members 
Entering Unmasked Estep 
Score: -11201396.000000 Penalty: 3726.171143
	Iteration 104Q: 3 clusters Score -1.12014e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 80070 members 
Entering Unmasked Estep 
Score: -11201409.000000 Penalty: 3726.171143
	Iteration 105Q: 3 clusters Score -1.120141e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 80328 members 
Entering Unmasked Estep 
Score: -11201390.000000 Penalty: 3726.171143
	Iteration 106Q: 3 clusters Score -1.120139e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 80582 members 
Entering Unmasked Estep 
Score: -11201366.000000 Penalty: 3726.171143
	Iteration 107Q: 3 clusters Score -1.120137e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 80841 members 
Entering Unmasked Estep 
Score: -11201403.000000 Penalty: 3726.171143
	Iteration 108Q: 3 clusters Score -1.12014e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 81103 members 
Entering Unmasked Estep 
Score: -11201453.000000 Penalty: 3726.171143
	Iteration 109Q: 3 clusters Score -1.120145e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 81352 members 
Entering Unmasked Estep 
Score: -11201431.000000 Penalty: 3726.171143
	Iteration 110Q: 3 clusters Score -1.120143e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 81576 members 
Entering Unmasked Estep 
Score: -11201439.000000 Penalty: 3726.171143
	Iteration 111Q: 3 clusters Score -1.120144e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 81802 members 
Entering Unmasked Estep 
Score: -11201454.000000 Penalty: 3726.171143
	Iteration 112Q: 3 clusters Score -1.120145e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 82016 members 
Entering Unmasked Estep 
Score: -11201475.000000 Penalty: 3726.171143
	Iteration 113Q: 3 clusters Score -1.120148e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 82214 members 
Entering Unmasked Estep 
Score: -11201485.000000 Penalty: 3726.171143
	Iteration 114Q: 3 clusters Score -1.120148e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 82419 members 
Entering Unmasked Estep 
Score: -11201485.000000 Penalty: 3726.171143
	Iteration 115Q: 3 clusters Score -1.120148e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 82615 members 
Entering Unmasked Estep 
Score: -11201500.000000 Penalty: 3726.171143
	Iteration 116Q: 3 clusters Score -1.12015e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 82793 members 
Entering Unmasked Estep 
Score: -11201506.000000 Penalty: 3726.171143
	Iteration 117Q: 3 clusters Score -1.120151e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 82957 members 
Entering Unmasked Estep 
Score: -11201525.000000 Penalty: 3726.171143
	Iteration 118Q: 3 clusters Score -1.120152e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 83097 members 
Entering Unmasked Estep 
Score: -11201547.000000 Penalty: 3726.171143
	Iteration 119Q: 3 clusters Score -1.120155e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 83233 members 
Entering Unmasked Estep 
Score: -11201526.000000 Penalty: 3726.171143
	Iteration 120F: 3 clusters Score -1.120153e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 83387 members 
Entering Unmasked Estep 
Score: -11201529.000000 Penalty: 3726.171143
	Iteration 121Q: 3 clusters Score -1.120153e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 83552 members 
Entering Unmasked Estep 
Score: -11201532.000000 Penalty: 3726.171143
	Iteration 122Q: 3 clusters Score -1.120153e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 83722 members 
Entering Unmasked Estep 
Score: -11201527.000000 Penalty: 3726.171143
	Iteration 123Q: 3 clusters Score -1.120153e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 83848 members 
Entering Unmasked Estep 
Score: -11201509.000000 Penalty: 3726.171143
	Iteration 124Q: 3 clusters Score -1.120151e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 84007 members 
Entering Unmasked Estep 
Score: -11201493.000000 Penalty: 3726.171143
	Iteration 125Q: 3 clusters Score -1.120149e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 84135 members 
Entering Unmasked Estep 
Score: -11201495.000000 Penalty: 3726.171143
	Iteration 126Q: 3 clusters Score -1.12015e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 84270 members 
Entering Unmasked Estep 
Score: -11201509.000000 Penalty: 3726.171143
	Iteration 127Q: 3 clusters Score -1.120151e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 84404 members 
Entering Unmasked Estep 
Score: -11201458.000000 Penalty: 3726.171143
	Iteration 128Q: 3 clusters Score -1.120146e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 84527 members 
Entering Unmasked Estep 
Score: -11201477.000000 Penalty: 3726.171143
	Iteration 129Q: 3 clusters Score -1.120148e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 84675 members 
Entering Unmasked Estep 
Score: -11201475.000000 Penalty: 3726.171143
	Iteration 130Q: 3 clusters Score -1.120148e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 84851 members 
Entering Unmasked Estep 
Score: -11201489.000000 Penalty: 3726.171143
	Iteration 131Q: 3 clusters Score -1.120149e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 85022 members 
Entering Unmasked Estep 
Score: -11201479.000000 Penalty: 3726.171143
	Iteration 132Q: 3 clusters Score -1.120148e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 85176 members 
Entering Unmasked Estep 
Score: -11201464.000000 Penalty: 3726.171143
	Iteration 133Q: 3 clusters Score -1.120146e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 85327 members 
Entering Unmasked Estep 
Score: -11201451.000000 Penalty: 3726.171143
	Iteration 134Q: 3 clusters Score -1.120145e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 85467 members 
Entering Unmasked Estep 
Score: -11201471.000000 Penalty: 3726.171143
	Iteration 135Q: 3 clusters Score -1.120147e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 85612 members 
Entering Unmasked Estep 
Score: -11201482.000000 Penalty: 3726.171143
	Iteration 136Q: 3 clusters Score -1.120148e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 85755 members 
Entering Unmasked Estep 
Score: -11201469.000000 Penalty: 3726.171143
	Iteration 137Q: 3 clusters Score -1.120147e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 85876 members 
Entering Unmasked Estep 
Score: -11201478.000000 Penalty: 3726.171143
	Iteration 138Q: 3 clusters Score -1.120148e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 86000 members 
Entering Unmasked Estep 
Score: -11201504.000000 Penalty: 3726.171143
	Iteration 139Q: 3 clusters Score -1.12015e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 86123 members 
Entering Unmasked Estep 
Score: -11201505.000000 Penalty: 3726.171143
	Iteration 140F: 3 clusters Score -1.12015e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 86214 members 
Entering Unmasked Estep 
Score: -11201492.000000 Penalty: 3726.171143
	Iteration 141Q: 3 clusters Score -1.120149e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 86302 members 
Entering Unmasked Estep 
Score: -11201490.000000 Penalty: 3726.171143
	Iteration 142Q: 3 clusters Score -1.120149e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 86388 members 
Entering Unmasked Estep 
Score: -11201515.000000 Penalty: 3726.171143
	Iteration 143Q: 3 clusters Score -1.120152e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 86462 members 
Entering Unmasked Estep 
Score: -11201512.000000 Penalty: 3726.171143
	Iteration 144Q: 3 clusters Score -1.120151e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 86525 members 
Entering Unmasked Estep 
Score: -11201526.000000 Penalty: 3726.171143
	Iteration 145Q: 3 clusters Score -1.120153e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 86593 members 
Entering Unmasked Estep 
Score: -11201538.000000 Penalty: 3726.171143
	Iteration 146Q: 3 clusters Score -1.120154e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 86643 members 
Entering Unmasked Estep 
Score: -11201521.000000 Penalty: 3726.171143
	Iteration 147Q: 3 clusters Score -1.120152e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 86693 members 
Entering Unmasked Estep 
Score: -11201541.000000 Penalty: 3726.171143
	Iteration 148Q: 3 clusters Score -1.120154e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 86731 members 
Entering Unmasked Estep 
Score: -11201536.000000 Penalty: 3726.171143
	Iteration 149Q: 3 clusters Score -1.120154e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 86767 members 
Entering Unmasked Estep 
Score: -11201549.000000 Penalty: 3726.171143
	Iteration 150Q: 3 clusters Score -1.120155e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 86800 members 
Entering Unmasked Estep 
Score: -11201547.000000 Penalty: 3726.171143
	Iteration 151Q: 3 clusters Score -1.120155e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 86836 members 
Entering Unmasked Estep 
Score: -11201547.000000 Penalty: 3726.171143
	Iteration 152Q: 3 clusters Score -1.120155e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 86880 members 
Entering Unmasked Estep 
Score: -11201532.000000 Penalty: 3726.171143
	Iteration 153Q: 3 clusters Score -1.120153e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 86912 members 
Entering Unmasked Estep 
Score: -11201523.000000 Penalty: 3726.171143
	Iteration 154Q: 3 clusters Score -1.120152e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 86936 members 
Entering Unmasked Estep 
Score: -11201532.000000 Penalty: 3726.171143
	Iteration 155Q: 3 clusters Score -1.120153e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 86959 members 
Entering Unmasked Estep 
Score: -11201534.000000 Penalty: 3726.171143
	Iteration 156Q: 3 clusters Score -1.120153e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 86973 members 
Entering Unmasked Estep 
Score: -11201529.000000 Penalty: 3726.171143
	Iteration 157Q: 3 clusters Score -1.120153e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 86992 members 
Entering Unmasked Estep 
Score: -11201527.000000 Penalty: 3726.171143
	Iteration 158Q: 3 clusters Score -1.120153e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 87008 members 
Entering Unmasked Estep 
Score: -11201522.000000 Penalty: 3726.171143
	Iteration 159Q: 3 clusters Score -1.120152e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 87030 members 
Entering Unmasked Estep 
Score: -11201525.000000 Penalty: 3726.171143
	Iteration 160F: 3 clusters Score -1.120152e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 87045 members 
Entering Unmasked Estep 
Score: -11201517.000000 Penalty: 3726.171143
	Iteration 161Q: 3 clusters Score -1.120152e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 87058 members 
Entering Unmasked Estep 
Score: -11201526.000000 Penalty: 3726.171143
	Iteration 162Q: 3 clusters Score -1.120153e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 87075 members 
Entering Unmasked Estep 
Score: -11201512.000000 Penalty: 3726.171143
	Iteration 163Q: 3 clusters Score -1.120151e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 87090 members 
Entering Unmasked Estep 
Score: -11201515.000000 Penalty: 3726.171143
	Iteration 164Q: 3 clusters Score -1.120152e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 87099 members 
Entering Unmasked Estep 
Score: -11201515.000000 Penalty: 3726.171143
	Iteration 165Q: 3 clusters Score -1.120152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 87102 members 
Entering Unmasked Estep 
Score: -11201514.000000 Penalty: 3726.171143
	Iteration 166Q: 3 clusters Score -1.120151e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 87107 members 
Entering Unmasked Estep 
Score: -11201520.000000 Penalty: 3726.171143
	Iteration 167Q: 3 clusters Score -1.120152e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 87114 members 
Entering Unmasked Estep 
Score: -11201518.000000 Penalty: 3726.171143
	Iteration 168Q: 3 clusters Score -1.120152e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 87126 members 
Entering Unmasked Estep 
Score: -11201529.000000 Penalty: 3726.171143
	Iteration 169Q: 3 clusters Score -1.120153e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 87147 members 
Entering Unmasked Estep 
Score: -11201536.000000 Penalty: 3726.171143
	Iteration 170Q: 3 clusters Score -1.120154e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 87169 members 
Entering Unmasked Estep 
Score: -11201542.000000 Penalty: 3726.171143
	Iteration 171Q: 3 clusters Score -1.120154e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 87189 members 
Entering Unmasked Estep 
Score: -11201552.000000 Penalty: 3726.171143
	Iteration 172Q: 3 clusters Score -1.120155e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 87219 members 
Entering Unmasked Estep 
Score: -11201551.000000 Penalty: 3726.171143
	Iteration 173Q: 3 clusters Score -1.120155e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 87251 members 
Entering Unmasked Estep 
Score: -11201551.000000 Penalty: 3726.171143
	Iteration 174Q: 3 clusters Score -1.120155e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 87286 members 
Entering Unmasked Estep 
Score: -11201554.000000 Penalty: 3726.171143
	Iteration 175Q: 3 clusters Score -1.120155e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 87321 members 
Entering Unmasked Estep 
Score: -11201548.000000 Penalty: 3726.171143
	Iteration 176Q: 3 clusters Score -1.120155e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 87357 members 
Entering Unmasked Estep 
Score: -11201534.000000 Penalty: 3726.171143
	Iteration 177Q: 3 clusters Score -1.120153e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 87391 members 
Entering Unmasked Estep 
Score: -11201558.000000 Penalty: 3726.171143
	Iteration 178Q: 3 clusters Score -1.120156e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 87423 members 
Entering Unmasked Estep 
Score: -11201572.000000 Penalty: 3726.171143
	Iteration 179Q: 3 clusters Score -1.120157e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 87439 members 
Entering Unmasked Estep 
Score: -11201563.000000 Penalty: 3726.171143
	Iteration 180F: 3 clusters Score -1.120156e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 87456 members 
Entering Unmasked Estep 
Score: -11201574.000000 Penalty: 3726.171143
	Iteration 181Q: 3 clusters Score -1.120157e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 87473 members 
Entering Unmasked Estep 
Score: -11201564.000000 Penalty: 3726.171143
	Iteration 182Q: 3 clusters Score -1.120156e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 87484 members 
Entering Unmasked Estep 
Score: -11201571.000000 Penalty: 3726.171143
	Iteration 183Q: 3 clusters Score -1.120157e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 87490 members 
Entering Unmasked Estep 
Score: -11201577.000000 Penalty: 3726.171143
	Iteration 184Q: 3 clusters Score -1.120158e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 87495 members 
Entering Unmasked Estep 
Score: -11201572.000000 Penalty: 3726.171143
	Iteration 185Q: 3 clusters Score -1.120157e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 87498 members 
Entering Unmasked Estep 
Score: -11201567.000000 Penalty: 3726.171143
	Iteration 186Q: 3 clusters Score -1.120157e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 87502 members 
Entering Unmasked Estep 
Score: -11201568.000000 Penalty: 3726.171143
	Iteration 187Q: 3 clusters Score -1.120157e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 87505 members 
Entering Unmasked Estep 
Score: -11201571.000000 Penalty: 3726.171143
	Iteration 188Q: 3 clusters Score -1.120157e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 87510 members 
Entering Unmasked Estep 
Score: -11201575.000000 Penalty: 3726.171143
	Iteration 189Q: 3 clusters Score -1.120158e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 87515 members 
Entering Unmasked Estep 
Score: -11201564.000000 Penalty: 3726.171143
	Iteration 190Q: 3 clusters Score -1.120156e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 87524 members 
Entering Unmasked Estep 
Score: -11201573.000000 Penalty: 3726.171143
	Iteration 191Q: 3 clusters Score -1.120157e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 87531 members 
Entering Unmasked Estep 
Score: -11201565.000000 Penalty: 3726.171143
	Iteration 192Q: 3 clusters Score -1.120156e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 87536 members 
Entering Unmasked Estep 
Score: -11201565.000000 Penalty: 3726.171143
	Iteration 193Q: 3 clusters Score -1.120156e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 87542 members 
Entering Unmasked Estep 
Score: -11201567.000000 Penalty: 3726.171143
	Iteration 194Q: 3 clusters Score -1.120157e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 87551 members 
Entering Unmasked Estep 
Score: -11201568.000000 Penalty: 3726.171143
	Iteration 195Q: 3 clusters Score -1.120157e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 87556 members 
Entering Unmasked Estep 
Score: -11201566.000000 Penalty: 3726.171143
	Iteration 196Q: 3 clusters Score -1.120157e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 87560 members 
Entering Unmasked Estep 
Score: -11201559.000000 Penalty: 3726.171143
	Iteration 197Q: 3 clusters Score -1.120156e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 87561 members 
Entering Unmasked Estep 
Score: -11201563.000000 Penalty: 3726.171143
	Iteration 198Q: 3 clusters Score -1.120156e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 87561 members 
Entering Unmasked Estep 
Score: -11201563.000000 Penalty: 3726.171143
	Iteration 199F: 3 clusters Score -1.120156e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (90216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90216 members 
Entering Unmasked Estep 
Score: -10584639.000000 Penalty: 1854.118774
	Iteration 0F: 2 clusters Score -1.058464e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45443 members 
Mstep: Class 2 contains 44773 members 
Entering Unmasked Estep 
Score: -10524438.000000 Penalty: 3708.237549
	Iteration 0F: 3 clusters Score -1.052444e+07 nChanged 43006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50485 members 
Mstep: Class 2 contains 39731 members 
Entering Unmasked Estep 
Score: -10549624.000000 Penalty: 3708.237549
	Iteration 1F: 3 clusters Score -1.054962e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53755 members 
Mstep: Class 2 contains 36461 members 
Entering Unmasked Estep 
Score: -10551107.000000 Penalty: 3708.237549
	Iteration 2Q: 3 clusters Score -1.055111e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58684 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -10553790.000000 Penalty: 3708.237549
	Iteration 3F: 3 clusters Score -1.055379e+07 nChanged 6839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65505 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -10558700.000000 Penalty: 3708.237549
	Iteration 4F: 3 clusters Score -1.05587e+07 nChanged 8565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74070 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -10566555.000000 Penalty: 3708.237549
	Iteration 5F: 3 clusters Score -1.056656e+07 nChanged 8426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82496 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -10575354.000000 Penalty: 3708.237549
	Iteration 6F: 3 clusters Score -1.057535e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87643 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -10580440.000000 Penalty: 3708.237549
	Iteration 7F: 3 clusters Score -1.058044e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89534 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -10582308.000000 Penalty: 3708.237549
	Iteration 8Q: 3 clusters Score -1.058231e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89984 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -10582802.000000 Penalty: 3708.237549
	Iteration 9Q: 3 clusters Score -1.05828e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90064 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -10582936.000000 Penalty: 3708.237549
	Iteration 10Q: 3 clusters Score -1.058294e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90074 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -10582983.000000 Penalty: 3708.237549
	Iteration 11Q: 3 clusters Score -1.058298e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90081 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -10582999.000000 Penalty: 3708.237549
	Iteration 12Q: 3 clusters Score -1.0583e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90085 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10583014.000000 Penalty: 3708.237549
	Iteration 13Q: 3 clusters Score -1.058301e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90084 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -10583022.000000 Penalty: 3708.237549
	Iteration 14Q: 3 clusters Score -1.058302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90085 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10583018.000000 Penalty: 3708.237549
	Iteration 15Q: 3 clusters Score -1.058302e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90085 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -10583018.000000 Penalty: 3708.237549
	Iteration 16F: 3 clusters Score -1.058302e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Entering Unmasked Estep 
Score: -1515447.625000 Penalty: 1541.536743
	Iteration 0F: 2 clusters Score -1515448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1506331.625000 Penalty: 3083.073486
	Iteration 0F: 3 clusters Score -1506332 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1509429.000000 Penalty: 3083.073486
	Iteration 1F: 3 clusters Score -1509429 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1509748.125000 Penalty: 3083.073486
	Iteration 2F: 3 clusters Score -1509748 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1510060.125000 Penalty: 3083.073486
	Iteration 3Q: 3 clusters Score -1510060 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1510396.875000 Penalty: 3083.073486
	Iteration 4Q: 3 clusters Score -1510397 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1510821.250000 Penalty: 3083.073486
	Iteration 5F: 3 clusters Score -1510821 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1511367.750000 Penalty: 3083.073486
	Iteration 6F: 3 clusters Score -1511368 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1511935.750000 Penalty: 3083.073486
	Iteration 7F: 3 clusters Score -1511936 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1512487.750000 Penalty: 3083.073486
	Iteration 8F: 3 clusters Score -1512488 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1513017.000000 Penalty: 3083.073486
	Iteration 9Q: 3 clusters Score -1513017 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1513363.250000 Penalty: 3083.073486
	Iteration 10Q: 3 clusters Score -1513363 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1513589.750000 Penalty: 3083.073486
	Iteration 11Q: 3 clusters Score -1513590 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1513743.625000 Penalty: 3083.073486
	Iteration 12Q: 3 clusters Score -1513744 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1513841.125000 Penalty: 3083.073486
	Iteration 13Q: 3 clusters Score -1513841 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1513922.625000 Penalty: 3083.073486
	Iteration 14Q: 3 clusters Score -1513923 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1513977.375000 Penalty: 3083.073486
	Iteration 15Q: 3 clusters Score -1513977 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1514019.625000 Penalty: 3083.073486
	Iteration 16Q: 3 clusters Score -1514020 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1514047.625000 Penalty: 3083.073486
	Iteration 17Q: 3 clusters Score -1514048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1514056.000000 Penalty: 3083.073486
	Iteration 18Q: 3 clusters Score -1514056 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1514066.625000 Penalty: 3083.073486
	Iteration 19Q: 3 clusters Score -1514067 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1514083.875000 Penalty: 3083.073486
	Iteration 20F: 3 clusters Score -1514084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1514094.250000 Penalty: 3083.073486
	Iteration 21Q: 3 clusters Score -1514094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1514098.375000 Penalty: 3083.073486
	Iteration 22Q: 3 clusters Score -1514098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1514105.125000 Penalty: 3083.073486
	Iteration 23Q: 3 clusters Score -1514105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1514107.750000 Penalty: 3083.073486
	Iteration 24Q: 3 clusters Score -1514108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1514116.875000 Penalty: 3083.073486
	Iteration 25Q: 3 clusters Score -1514117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1514124.625000 Penalty: 3083.073486
	Iteration 26Q: 3 clusters Score -1514125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1514125.000000 Penalty: 3083.073486
	Iteration 27Q: 3 clusters Score -1514125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1514127.750000 Penalty: 3083.073486
	Iteration 28Q: 3 clusters Score -1514128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1514126.125000 Penalty: 3083.073486
	Iteration 29Q: 3 clusters Score -1514126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1514126.125000 Penalty: 3083.073486
	Iteration 30F: 3 clusters Score -1514126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Entering Unmasked Estep 
Score: -62242.539062 Penalty: 1042.718994
	Iteration 0F: 2 clusters Score -62242.54 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 290 members 
Entering Unmasked Estep 
Score: -61105.335938 Penalty: 2085.437988
	Iteration 0F: 3 clusters Score -61105.34 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -61297.750000 Penalty: 2085.437988
	Iteration 1F: 3 clusters Score -61297.75 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -61373.558594 Penalty: 2085.437988
	Iteration 2F: 3 clusters Score -61373.56 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -61400.140625 Penalty: 2085.437988
	Iteration 3Q: 3 clusters Score -61400.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -61411.769531 Penalty: 2085.437988
	Iteration 4Q: 3 clusters Score -61411.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -61423.621094 Penalty: 2085.437988
	Iteration 5Q: 3 clusters Score -61423.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -61430.406250 Penalty: 2085.437988
	Iteration 6Q: 3 clusters Score -61430.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -61431.437500 Penalty: 2085.437988
	Iteration 7Q: 3 clusters Score -61431.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -61431.437500 Penalty: 2085.437988
	Iteration 8F: 3 clusters Score -61431.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Entering Unmasked Estep 
Score: -133601.296875 Penalty: 1163.005371
	Iteration 0F: 2 clusters Score -133601.3 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 664 members 
Entering Unmasked Estep 
Score: -132001.718750 Penalty: 2326.010742
	Iteration 0F: 3 clusters Score -132001.7 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -132344.984375 Penalty: 2326.010742
	Iteration 1F: 3 clusters Score -132345 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -132496.156250 Penalty: 2326.010742
	Iteration 2F: 3 clusters Score -132496.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -132624.312500 Penalty: 2326.010742
	Iteration 3F: 3 clusters Score -132624.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -132726.093750 Penalty: 2326.010742
	Iteration 4F: 3 clusters Score -132726.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -132872.093750 Penalty: 2326.010742
	Iteration 5F: 3 clusters Score -132872.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -133033.296875 Penalty: 2326.010742
	Iteration 6F: 3 clusters Score -133033.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -133226.812500 Penalty: 2326.010742
	Iteration 7F: 3 clusters Score -133226.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -133413.312500 Penalty: 2326.010742
	Iteration 8F: 3 clusters Score -133413.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -133545.390625 Penalty: 2326.010742
	Iteration 9F: 3 clusters Score -133545.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -133629.000000 Penalty: 2326.010742
	Iteration 10Q: 3 clusters Score -133629 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -133680.937500 Penalty: 2326.010742
	Iteration 11Q: 3 clusters Score -133680.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -133698.531250 Penalty: 2326.010742
	Iteration 12Q: 3 clusters Score -133698.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -133700.859375 Penalty: 2326.010742
	Iteration 13Q: 3 clusters Score -133700.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -133702.156250 Penalty: 2326.010742
	Iteration 14Q: 3 clusters Score -133702.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -133702.156250 Penalty: 2326.010742
	Iteration 15F: 3 clusters Score -133702.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 118730 members 
Mstep: Class 3 contains 4141 members 
Mstep: Class 4 contains 19594 members 
Mstep: Class 5 contains 559 members 
Mstep: Class 6 contains 714 members 
Mstep: Class 7 contains 106951 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192902 members 
Mstep: Class 11 contains 22707 members 
Mstep: Class 12 contains 29827 members 
Mstep: Class 13 contains 39962 members 
Mstep: Class 14 contains 16552 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 96666 members 
Mstep: Class 17 contains 10582 members 
Mstep: Class 18 contains 8913 members 
Mstep: Class 19 contains 22876 members 
Mstep: Class 20 contains 1478 members 
Mstep: Class 21 contains 31773 members 
Mstep: Class 22 contains 95334 members 
Mstep: Class 23 contains 90216 members 
Mstep: Class 24 contains 13179 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 547 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 12883 members 
Mstep: Class 29 contains 51425 members 
Mstep: Class 30 contains 3796 members 
Mstep: Class 31 contains 8925 members 
Mstep: Class 32 contains 7435 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 91662 members 
Mstep: Class 35 contains 92057 members 
Mstep: Class 36 contains 136325 members 
Mstep: Class 37 contains 9699 members 
Mstep: Class 38 contains 80160 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 887 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 137312 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 73345 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 62690 members 
Mstep: Class 48 contains 19958 members 
Mstep: Class 49 contains 736 members 
Entering Unmasked Estep 
Score: -194629424.000000 Penalty: 114337.593750
Splitting cluster 26 changes total score from -194626496.000000 to -194629424.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 27 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -45010.015625 Penalty: 1004.924194
	Iteration 0F: 2 clusters Score -45010.02 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 252 members 
Entering Unmasked Estep 
Score: -43988.277344 Penalty: 2009.848389
	Iteration 0F: 3 clusters Score -43988.28 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -44250.851562 Penalty: 2009.848389
	Iteration 1F: 3 clusters Score -44250.85 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -44360.691406 Penalty: 2009.848389
	Iteration 2F: 3 clusters Score -44360.69 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -44411.765625 Penalty: 2009.848389
	Iteration 3Q: 3 clusters Score -44411.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -44444.164062 Penalty: 2009.848389
	Iteration 4Q: 3 clusters Score -44444.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -44479.136719 Penalty: 2009.848389
	Iteration 5Q: 3 clusters Score -44479.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -44547.496094 Penalty: 2009.848389
	Iteration 6Q: 3 clusters Score -44547.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -44595.039062 Penalty: 2009.848389
	Iteration 7Q: 3 clusters Score -44595.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -44629.964844 Penalty: 2009.848389
	Iteration 8Q: 3 clusters Score -44629.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -44650.796875 Penalty: 2009.848389
	Iteration 9Q: 3 clusters Score -44650.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -44660.945312 Penalty: 2009.848389
	Iteration 10Q: 3 clusters Score -44660.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -44665.476562 Penalty: 2009.848389
	Iteration 11Q: 3 clusters Score -44665.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -44674.496094 Penalty: 2009.848389
	Iteration 12Q: 3 clusters Score -44674.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -44680.828125 Penalty: 2009.848389
	Iteration 13Q: 3 clusters Score -44680.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -44684.296875 Penalty: 2009.848389
	Iteration 14Q: 3 clusters Score -44684.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -44685.480469 Penalty: 2009.848389
	Iteration 15Q: 3 clusters Score -44685.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -44685.867188 Penalty: 2009.848389
	Iteration 16F: 3 clusters Score -44685.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -44688.210938 Penalty: 2009.848389
	Iteration 17Q: 3 clusters Score -44688.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -44689.488281 Penalty: 2009.848389
	Iteration 18Q: 3 clusters Score -44689.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -44689.488281 Penalty: 2009.848389
	Iteration 19F: 3 clusters Score -44689.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (12883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Entering Unmasked Estep 
Score: -1461371.125000 Penalty: 1537.845459
	Iteration 0F: 2 clusters Score -1461371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1452327.250000 Penalty: 3075.690918
	Iteration 0F: 3 clusters Score -1452327 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1455480.875000 Penalty: 3075.690918
	Iteration 1F: 3 clusters Score -1455481 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1455735.250000 Penalty: 3075.690918
	Iteration 2F: 3 clusters Score -1455735 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1455959.000000 Penalty: 3075.690918
	Iteration 3Q: 3 clusters Score -1455959 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1456135.375000 Penalty: 3075.690918
	Iteration 4Q: 3 clusters Score -1456135 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1456318.125000 Penalty: 3075.690918
	Iteration 5Q: 3 clusters Score -1456318 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1456557.500000 Penalty: 3075.690918
	Iteration 6Q: 3 clusters Score -1456558 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1456895.875000 Penalty: 3075.690918
	Iteration 7Q: 3 clusters Score -1456896 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1457350.125000 Penalty: 3075.690918
	Iteration 8F: 3 clusters Score -1457350 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1457917.250000 Penalty: 3075.690918
	Iteration 9F: 3 clusters Score -1457917 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1458538.250000 Penalty: 3075.690918
	Iteration 10F: 3 clusters Score -1458538 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1459096.625000 Penalty: 3075.690918
	Iteration 11Q: 3 clusters Score -1459097 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1459504.625000 Penalty: 3075.690918
	Iteration 12Q: 3 clusters Score -1459505 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1459741.250000 Penalty: 3075.690918
	Iteration 13Q: 3 clusters Score -1459741 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -1459886.500000 Penalty: 3075.690918
	Iteration 14Q: 3 clusters Score -1459886 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1459980.500000 Penalty: 3075.690918
	Iteration 15Q: 3 clusters Score -1459980 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1460023.500000 Penalty: 3075.690918
	Iteration 16Q: 3 clusters Score -1460024 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1460055.000000 Penalty: 3075.690918
	Iteration 17Q: 3 clusters Score -1460055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -1460072.250000 Penalty: 3075.690918
	Iteration 18Q: 3 clusters Score -1460072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1460080.875000 Penalty: 3075.690918
	Iteration 19Q: 3 clusters Score -1460081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1460082.750000 Penalty: 3075.690918
	Iteration 20F: 3 clusters Score -1460083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -1460085.625000 Penalty: 3075.690918
	Iteration 21Q: 3 clusters Score -1460086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -1460086.750000 Penalty: 3075.690918
	Iteration 22Q: 3 clusters Score -1460087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -1460086.750000 Penalty: 3075.690918
	Iteration 23F: 3 clusters Score -1460087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (51425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51425 members 
Entering Unmasked Estep 
Score: -6027123.000000 Penalty: 1762.780396
	Iteration 0F: 2 clusters Score -6027123 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 25873 members 
Entering Unmasked Estep 
Score: -5992784.500000 Penalty: 3525.560791
	Iteration 0F: 3 clusters Score -5992784 nChanged 24100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -6006288.000000 Penalty: 3525.560791
	Iteration 1F: 3 clusters Score -6006288 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -6006876.500000 Penalty: 3525.560791
	Iteration 2Q: 3 clusters Score -6006876 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -6007644.500000 Penalty: 3525.560791
	Iteration 3Q: 3 clusters Score -6007644 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 33158 members 
Entering Unmasked Estep 
Score: -6008881.000000 Penalty: 3525.560791
	Iteration 4F: 3 clusters Score -6008881 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 36700 members 
Entering Unmasked Estep 
Score: -6011218.500000 Penalty: 3525.560791
	Iteration 5F: 3 clusters Score -6011218 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 41274 members 
Entering Unmasked Estep 
Score: -6015140.000000 Penalty: 3525.560791
	Iteration 6F: 3 clusters Score -6015140 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 46041 members 
Entering Unmasked Estep 
Score: -6019936.000000 Penalty: 3525.560791
	Iteration 7F: 3 clusters Score -6019936 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 49371 members 
Entering Unmasked Estep 
Score: -6023439.500000 Penalty: 3525.560791
	Iteration 8F: 3 clusters Score -6023440 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 50851 members 
Entering Unmasked Estep 
Score: -6024906.000000 Penalty: 3525.560791
	Iteration 9Q: 3 clusters Score -6024906 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 51234 members 
Entering Unmasked Estep 
Score: -6025362.000000 Penalty: 3525.560791
	Iteration 10Q: 3 clusters Score -6025362 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 51307 members 
Entering Unmasked Estep 
Score: -6025472.500000 Penalty: 3525.560791
	Iteration 11Q: 3 clusters Score -6025472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 51319 members 
Entering Unmasked Estep 
Score: -6025507.000000 Penalty: 3525.560791
	Iteration 12Q: 3 clusters Score -6025507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 51322 members 
Entering Unmasked Estep 
Score: -6025518.000000 Penalty: 3525.560791
	Iteration 13Q: 3 clusters Score -6025518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 51327 members 
Entering Unmasked Estep 
Score: -6025534.000000 Penalty: 3525.560791
	Iteration 14Q: 3 clusters Score -6025534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 51328 members 
Entering Unmasked Estep 
Score: -6025535.000000 Penalty: 3525.560791
	Iteration 15Q: 3 clusters Score -6025535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 51328 members 
Entering Unmasked Estep 
Score: -6025533.000000 Penalty: 3525.560791
	Iteration 16Q: 3 clusters Score -6025533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 51329 members 
Entering Unmasked Estep 
Score: -6025538.000000 Penalty: 3525.560791
	Iteration 17Q: 3 clusters Score -6025538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 51329 members 
Entering Unmasked Estep 
Score: -6025538.000000 Penalty: 3525.560791
	Iteration 18F: 3 clusters Score -6025538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Entering Unmasked Estep 
Score: -411485.718750 Penalty: 1339.276733
	Iteration 0F: 2 clusters Score -411485.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -408255.656250 Penalty: 2678.553467
	Iteration 0F: 3 clusters Score -408255.7 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -409080.437500 Penalty: 2678.553467
	Iteration 1F: 3 clusters Score -409080.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -409268.281250 Penalty: 2678.553467
	Iteration 2F: 3 clusters Score -409268.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -409401.593750 Penalty: 2678.553467
	Iteration 3F: 3 clusters Score -409401.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -409510.093750 Penalty: 2678.553467
	Iteration 4Q: 3 clusters Score -409510.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -409610.656250 Penalty: 2678.553467
	Iteration 5Q: 3 clusters Score -409610.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -409694.437500 Penalty: 2678.553467
	Iteration 6Q: 3 clusters Score -409694.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -409775.343750 Penalty: 2678.553467
	Iteration 7Q: 3 clusters Score -409775.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -409861.718750 Penalty: 2678.553467
	Iteration 8Q: 3 clusters Score -409861.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -409941.312500 Penalty: 2678.553467
	Iteration 9Q: 3 clusters Score -409941.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -410010.312500 Penalty: 2678.553467
	Iteration 10Q: 3 clusters Score -410010.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -410091.718750 Penalty: 2678.553467
	Iteration 11Q: 3 clusters Score -410091.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -410159.156250 Penalty: 2678.553467
	Iteration 12Q: 3 clusters Score -410159.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -410212.843750 Penalty: 2678.553467
	Iteration 13Q: 3 clusters Score -410212.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -410267.812500 Penalty: 2678.553467
	Iteration 14Q: 3 clusters Score -410267.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -410303.437500 Penalty: 2678.553467
	Iteration 15Q: 3 clusters Score -410303.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -410335.781250 Penalty: 2678.553467
	Iteration 16Q: 3 clusters Score -410335.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -410355.750000 Penalty: 2678.553467
	Iteration 17Q: 3 clusters Score -410355.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -410376.625000 Penalty: 2678.553467
	Iteration 18Q: 3 clusters Score -410376.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -410391.343750 Penalty: 2678.553467
	Iteration 19Q: 3 clusters Score -410391.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -410406.031250 Penalty: 2678.553467
	Iteration 20F: 3 clusters Score -410406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -410417.562500 Penalty: 2678.553467
	Iteration 21Q: 3 clusters Score -410417.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -410427.343750 Penalty: 2678.553467
	Iteration 22Q: 3 clusters Score -410427.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -410434.156250 Penalty: 2678.553467
	Iteration 23Q: 3 clusters Score -410434.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -410436.593750 Penalty: 2678.553467
	Iteration 24Q: 3 clusters Score -410436.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -410439.781250 Penalty: 2678.553467
	Iteration 25Q: 3 clusters Score -410439.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -410441.250000 Penalty: 2678.553467
	Iteration 26Q: 3 clusters Score -410441.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -410447.750000 Penalty: 2678.553467
	Iteration 27Q: 3 clusters Score -410447.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -410451.718750 Penalty: 2678.553467
	Iteration 28Q: 3 clusters Score -410451.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -410454.937500 Penalty: 2678.553467
	Iteration 29Q: 3 clusters Score -410454.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -410456.343750 Penalty: 2678.553467
	Iteration 30Q: 3 clusters Score -410456.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -410459.125000 Penalty: 2678.553467
	Iteration 31Q: 3 clusters Score -410459.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -410460.875000 Penalty: 2678.553467
	Iteration 32Q: 3 clusters Score -410460.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -410465.000000 Penalty: 2678.553467
	Iteration 33Q: 3 clusters Score -410465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -410468.625000 Penalty: 2678.553467
	Iteration 34Q: 3 clusters Score -410468.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -410473.531250 Penalty: 2678.553467
	Iteration 35Q: 3 clusters Score -410473.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -410481.812500 Penalty: 2678.553467
	Iteration 36Q: 3 clusters Score -410481.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -410487.062500 Penalty: 2678.553467
	Iteration 37Q: 3 clusters Score -410487.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -410493.281250 Penalty: 2678.553467
	Iteration 38Q: 3 clusters Score -410493.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -410495.906250 Penalty: 2678.553467
	Iteration 39Q: 3 clusters Score -410495.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -410501.562500 Penalty: 2678.553467
	Iteration 40F: 3 clusters Score -410501.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -410504.156250 Penalty: 2678.553467
	Iteration 41Q: 3 clusters Score -410504.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -410505.437500 Penalty: 2678.553467
	Iteration 42Q: 3 clusters Score -410505.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -410506.343750 Penalty: 2678.553467
	Iteration 43Q: 3 clusters Score -410506.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -410507.812500 Penalty: 2678.553467
	Iteration 44Q: 3 clusters Score -410507.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -410509.531250 Penalty: 2678.553467
	Iteration 45Q: 3 clusters Score -410509.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -410509.531250 Penalty: 2678.553467
	Iteration 46F: 3 clusters Score -410509.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Entering Unmasked Estep 
Score: -1051624.500000 Penalty: 1478.199463
	Iteration 0F: 2 clusters Score -1051624 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 4384 members 
Entering Unmasked Estep 
Score: -1045150.437500 Penalty: 2956.398926
	Iteration 0F: 3 clusters Score -1045150 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1047345.812500 Penalty: 2956.398926
	Iteration 1F: 3 clusters Score -1047346 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1047808.312500 Penalty: 2956.398926
	Iteration 2F: 3 clusters Score -1047808 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1048362.437500 Penalty: 2956.398926
	Iteration 3F: 3 clusters Score -1048362 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1048992.250000 Penalty: 2956.398926
	Iteration 4F: 3 clusters Score -1048992 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1049639.375000 Penalty: 2956.398926
	Iteration 5F: 3 clusters Score -1049639 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1050231.250000 Penalty: 2956.398926
	Iteration 6F: 3 clusters Score -1050231 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1050683.625000 Penalty: 2956.398926
	Iteration 7Q: 3 clusters Score -1050684 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1050888.875000 Penalty: 2956.398926
	Iteration 8Q: 3 clusters Score -1050889 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1050951.750000 Penalty: 2956.398926
	Iteration 9Q: 3 clusters Score -1050952 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1050976.500000 Penalty: 2956.398926
	Iteration 10Q: 3 clusters Score -1050976 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1050992.750000 Penalty: 2956.398926
	Iteration 11Q: 3 clusters Score -1050993 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1051000.875000 Penalty: 2956.398926
	Iteration 12Q: 3 clusters Score -1051001 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1051008.750000 Penalty: 2956.398926
	Iteration 13Q: 3 clusters Score -1051009 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1051013.500000 Penalty: 2956.398926
	Iteration 14Q: 3 clusters Score -1051014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1051018.000000 Penalty: 2956.398926
	Iteration 15Q: 3 clusters Score -1051018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1051017.875000 Penalty: 2956.398926
	Iteration 16Q: 3 clusters Score -1051018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1051021.625000 Penalty: 2956.398926
	Iteration 17Q: 3 clusters Score -1051022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1051021.375000 Penalty: 2956.398926
	Iteration 18Q: 3 clusters Score -1051021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1051021.625000 Penalty: 2956.398926
	Iteration 19Q: 3 clusters Score -1051022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1051021.500000 Penalty: 2956.398926
	Iteration 20F: 3 clusters Score -1051022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Entering Unmasked Estep 
Score: -799453.562500 Penalty: 1448.517456
	Iteration 0F: 2 clusters Score -799453.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -793898.625000 Penalty: 2897.034912
	Iteration 0F: 3 clusters Score -793898.6 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -795673.062500 Penalty: 2897.034912
	Iteration 1F: 3 clusters Score -795673.1 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -795921.437500 Penalty: 2897.034912
	Iteration 2F: 3 clusters Score -795921.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -796094.500000 Penalty: 2897.034912
	Iteration 3F: 3 clusters Score -796094.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -796264.812500 Penalty: 2897.034912
	Iteration 4Q: 3 clusters Score -796264.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -796421.375000 Penalty: 2897.034912
	Iteration 5Q: 3 clusters Score -796421.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -796576.187500 Penalty: 2897.034912
	Iteration 6Q: 3 clusters Score -796576.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -796757.312500 Penalty: 2897.034912
	Iteration 7Q: 3 clusters Score -796757.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -796932.062500 Penalty: 2897.034912
	Iteration 8Q: 3 clusters Score -796932.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -797116.625000 Penalty: 2897.034912
	Iteration 9Q: 3 clusters Score -797116.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -797313.000000 Penalty: 2897.034912
	Iteration 10Q: 3 clusters Score -797313 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -797505.000000 Penalty: 2897.034912
	Iteration 11Q: 3 clusters Score -797505 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -797698.000000 Penalty: 2897.034912
	Iteration 12Q: 3 clusters Score -797698 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -797877.625000 Penalty: 2897.034912
	Iteration 13Q: 3 clusters Score -797877.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -798039.062500 Penalty: 2897.034912
	Iteration 14Q: 3 clusters Score -798039.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -798191.875000 Penalty: 2897.034912
	Iteration 15Q: 3 clusters Score -798191.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -798311.250000 Penalty: 2897.034912
	Iteration 16Q: 3 clusters Score -798311.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -798405.312500 Penalty: 2897.034912
	Iteration 17Q: 3 clusters Score -798405.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -798477.937500 Penalty: 2897.034912
	Iteration 18Q: 3 clusters Score -798477.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -798522.125000 Penalty: 2897.034912
	Iteration 19Q: 3 clusters Score -798522.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -798549.625000 Penalty: 2897.034912
	Iteration 20F: 3 clusters Score -798549.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -798568.875000 Penalty: 2897.034912
	Iteration 21Q: 3 clusters Score -798568.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -798583.562500 Penalty: 2897.034912
	Iteration 22Q: 3 clusters Score -798583.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -798591.875000 Penalty: 2897.034912
	Iteration 23Q: 3 clusters Score -798591.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -798597.250000 Penalty: 2897.034912
	Iteration 24Q: 3 clusters Score -798597.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -798601.187500 Penalty: 2897.034912
	Iteration 25Q: 3 clusters Score -798601.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -798600.125000 Penalty: 2897.034912
	Iteration 26Q: 3 clusters Score -798600.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -798603.562500 Penalty: 2897.034912
	Iteration 27Q: 3 clusters Score -798603.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -798603.687500 Penalty: 2897.034912
	Iteration 28Q: 3 clusters Score -798603.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -798607.062500 Penalty: 2897.034912
	Iteration 29Q: 3 clusters Score -798607.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -798607.625000 Penalty: 2897.034912
	Iteration 30Q: 3 clusters Score -798607.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -798609.000000 Penalty: 2897.034912
	Iteration 31Q: 3 clusters Score -798609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -798610.000000 Penalty: 2897.034912
	Iteration 32Q: 3 clusters Score -798610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -798610.625000 Penalty: 2897.034912
	Iteration 33Q: 3 clusters Score -798610.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -798612.062500 Penalty: 2897.034912
	Iteration 34Q: 3 clusters Score -798612.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -798612.062500 Penalty: 2897.034912
	Iteration 35F: 3 clusters Score -798612.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -35084.687500 Penalty: 961.382812
	Iteration 0F: 2 clusters Score -35084.69 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 171 members 
Entering Unmasked Estep 
Score: -34202.078125 Penalty: 1922.765625
	Iteration 0F: 3 clusters Score -34202.08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -34397.835938 Penalty: 1922.765625
	Iteration 1F: 3 clusters Score -34397.84 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -34477.183594 Penalty: 1922.765625
	Iteration 2F: 3 clusters Score -34477.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -34526.042969 Penalty: 1922.765625
	Iteration 3F: 3 clusters Score -34526.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -34538.253906 Penalty: 1922.765625
	Iteration 4Q: 3 clusters Score -34538.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -34550.742188 Penalty: 1922.765625
	Iteration 5Q: 3 clusters Score -34550.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -34559.125000 Penalty: 1922.765625
	Iteration 6Q: 3 clusters Score -34559.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -34574.183594 Penalty: 1922.765625
	Iteration 7Q: 3 clusters Score -34574.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -34585.882812 Penalty: 1922.765625
	Iteration 8Q: 3 clusters Score -34585.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -34625.914062 Penalty: 1922.765625
	Iteration 9Q: 3 clusters Score -34625.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -34643.242188 Penalty: 1922.765625
	Iteration 10Q: 3 clusters Score -34643.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -34653.425781 Penalty: 1922.765625
	Iteration 11Q: 3 clusters Score -34653.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -34655.550781 Penalty: 1922.765625
	Iteration 12Q: 3 clusters Score -34655.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -34655.550781 Penalty: 1922.765625
	Iteration 13F: 3 clusters Score -34655.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (91662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91662 members 
Entering Unmasked Estep 
Score: -10914140.000000 Penalty: 1856.702759
	Iteration 0F: 2 clusters Score -1.091414e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45849 members 
Mstep: Class 2 contains 45813 members 
Entering Unmasked Estep 
Score: -10853384.000000 Penalty: 3713.405518
	Iteration 0F: 3 clusters Score -1.085338e+07 nChanged 43952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45291 members 
Mstep: Class 2 contains 46371 members 
Entering Unmasked Estep 
Score: -10878615.000000 Penalty: 3713.405518
	Iteration 1F: 3 clusters Score -1.087862e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45148 members 
Mstep: Class 2 contains 46514 members 
Entering Unmasked Estep 
Score: -10879054.000000 Penalty: 3713.405518
	Iteration 2Q: 3 clusters Score -1.087905e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44827 members 
Mstep: Class 2 contains 46835 members 
Entering Unmasked Estep 
Score: -10879666.000000 Penalty: 3713.405518
	Iteration 3Q: 3 clusters Score -1.087967e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44392 members 
Mstep: Class 2 contains 47270 members 
Entering Unmasked Estep 
Score: -10880270.000000 Penalty: 3713.405518
	Iteration 4Q: 3 clusters Score -1.088027e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 47918 members 
Entering Unmasked Estep 
Score: -10881030.000000 Penalty: 3713.405518
	Iteration 5Q: 3 clusters Score -1.088103e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42720 members 
Mstep: Class 2 contains 48942 members 
Entering Unmasked Estep 
Score: -10882144.000000 Penalty: 3713.405518
	Iteration 6Q: 3 clusters Score -1.088214e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41252 members 
Mstep: Class 2 contains 50410 members 
Entering Unmasked Estep 
Score: -10883983.000000 Penalty: 3713.405518
	Iteration 7Q: 3 clusters Score -1.088398e+07 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39269 members 
Mstep: Class 2 contains 52393 members 
Entering Unmasked Estep 
Score: -10886976.000000 Penalty: 3713.405518
	Iteration 8Q: 3 clusters Score -1.088698e+07 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37011 members 
Mstep: Class 2 contains 54651 members 
Entering Unmasked Estep 
Score: -10891276.000000 Penalty: 3713.405518
	Iteration 9F: 3 clusters Score -1.089128e+07 nChanged 5743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35084 members 
Mstep: Class 2 contains 56578 members 
Entering Unmasked Estep 
Score: -10895683.000000 Penalty: 3713.405518
	Iteration 10F: 3 clusters Score -1.089568e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33791 members 
Mstep: Class 2 contains 57871 members 
Entering Unmasked Estep 
Score: -10898466.000000 Penalty: 3713.405518
	Iteration 11F: 3 clusters Score -1.089847e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 58938 members 
Entering Unmasked Estep 
Score: -10899649.000000 Penalty: 3713.405518
	Iteration 12Q: 3 clusters Score -1.089965e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31699 members 
Mstep: Class 2 contains 59963 members 
Entering Unmasked Estep 
Score: -10900386.000000 Penalty: 3713.405518
	Iteration 13Q: 3 clusters Score -1.090039e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30772 members 
Mstep: Class 2 contains 60890 members 
Entering Unmasked Estep 
Score: -10900902.000000 Penalty: 3713.405518
	Iteration 14Q: 3 clusters Score -1.09009e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29839 members 
Mstep: Class 2 contains 61823 members 
Entering Unmasked Estep 
Score: -10901393.000000 Penalty: 3713.405518
	Iteration 15Q: 3 clusters Score -1.090139e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28972 members 
Mstep: Class 2 contains 62690 members 
Entering Unmasked Estep 
Score: -10901851.000000 Penalty: 3713.405518
	Iteration 16Q: 3 clusters Score -1.090185e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 63524 members 
Entering Unmasked Estep 
Score: -10902290.000000 Penalty: 3713.405518
	Iteration 17Q: 3 clusters Score -1.090229e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 64391 members 
Entering Unmasked Estep 
Score: -10902795.000000 Penalty: 3713.405518
	Iteration 18Q: 3 clusters Score -1.09028e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 65207 members 
Entering Unmasked Estep 
Score: -10903191.000000 Penalty: 3713.405518
	Iteration 19Q: 3 clusters Score -1.090319e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 66082 members 
Entering Unmasked Estep 
Score: -10903619.000000 Penalty: 3713.405518
	Iteration 20F: 3 clusters Score -1.090362e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 66961 members 
Entering Unmasked Estep 
Score: -10904022.000000 Penalty: 3713.405518
	Iteration 21Q: 3 clusters Score -1.090402e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 67859 members 
Entering Unmasked Estep 
Score: -10904439.000000 Penalty: 3713.405518
	Iteration 22Q: 3 clusters Score -1.090444e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 68730 members 
Entering Unmasked Estep 
Score: -10904750.000000 Penalty: 3713.405518
	Iteration 23Q: 3 clusters Score -1.090475e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 69585 members 
Entering Unmasked Estep 
Score: -10905097.000000 Penalty: 3713.405518
	Iteration 24Q: 3 clusters Score -1.09051e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 70428 members 
Entering Unmasked Estep 
Score: -10905369.000000 Penalty: 3713.405518
	Iteration 25Q: 3 clusters Score -1.090537e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 71277 members 
Entering Unmasked Estep 
Score: -10905768.000000 Penalty: 3713.405518
	Iteration 26Q: 3 clusters Score -1.090577e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 72218 members 
Entering Unmasked Estep 
Score: -10906084.000000 Penalty: 3713.405518
	Iteration 27Q: 3 clusters Score -1.090608e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 73173 members 
Entering Unmasked Estep 
Score: -10906438.000000 Penalty: 3713.405518
	Iteration 28Q: 3 clusters Score -1.090644e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 74074 members 
Entering Unmasked Estep 
Score: -10906712.000000 Penalty: 3713.405518
	Iteration 29Q: 3 clusters Score -1.090671e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 74961 members 
Entering Unmasked Estep 
Score: -10906996.000000 Penalty: 3713.405518
	Iteration 30Q: 3 clusters Score -1.0907e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 75871 members 
Entering Unmasked Estep 
Score: -10907295.000000 Penalty: 3713.405518
	Iteration 31Q: 3 clusters Score -1.09073e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 76786 members 
Entering Unmasked Estep 
Score: -10907613.000000 Penalty: 3713.405518
	Iteration 32Q: 3 clusters Score -1.090761e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 77736 members 
Entering Unmasked Estep 
Score: -10907938.000000 Penalty: 3713.405518
	Iteration 33Q: 3 clusters Score -1.090794e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 78635 members 
Entering Unmasked Estep 
Score: -10908128.000000 Penalty: 3713.405518
	Iteration 34Q: 3 clusters Score -1.090813e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 79505 members 
Entering Unmasked Estep 
Score: -10908386.000000 Penalty: 3713.405518
	Iteration 35Q: 3 clusters Score -1.090839e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 80319 members 
Entering Unmasked Estep 
Score: -10908691.000000 Penalty: 3713.405518
	Iteration 36Q: 3 clusters Score -1.090869e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 81134 members 
Entering Unmasked Estep 
Score: -10908925.000000 Penalty: 3713.405518
	Iteration 37Q: 3 clusters Score -1.090892e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 81947 members 
Entering Unmasked Estep 
Score: -10909177.000000 Penalty: 3713.405518
	Iteration 38Q: 3 clusters Score -1.090918e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 82729 members 
Entering Unmasked Estep 
Score: -10909400.000000 Penalty: 3713.405518
	Iteration 39Q: 3 clusters Score -1.09094e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 83486 members 
Entering Unmasked Estep 
Score: -10909654.000000 Penalty: 3713.405518
	Iteration 40F: 3 clusters Score -1.090965e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 84230 members 
Entering Unmasked Estep 
Score: -10909868.000000 Penalty: 3713.405518
	Iteration 41Q: 3 clusters Score -1.090987e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 84959 members 
Entering Unmasked Estep 
Score: -10910111.000000 Penalty: 3713.405518
	Iteration 42Q: 3 clusters Score -1.091011e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 85636 members 
Entering Unmasked Estep 
Score: -10910419.000000 Penalty: 3713.405518
	Iteration 43Q: 3 clusters Score -1.091042e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 86319 members 
Entering Unmasked Estep 
Score: -10910657.000000 Penalty: 3713.405518
	Iteration 44Q: 3 clusters Score -1.091066e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 86947 members 
Entering Unmasked Estep 
Score: -10910877.000000 Penalty: 3713.405518
	Iteration 45Q: 3 clusters Score -1.091088e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 87546 members 
Entering Unmasked Estep 
Score: -10911154.000000 Penalty: 3713.405518
	Iteration 46Q: 3 clusters Score -1.091115e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 88019 members 
Entering Unmasked Estep 
Score: -10911342.000000 Penalty: 3713.405518
	Iteration 47Q: 3 clusters Score -1.091134e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 88423 members 
Entering Unmasked Estep 
Score: -10911468.000000 Penalty: 3713.405518
	Iteration 48Q: 3 clusters Score -1.091147e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 88800 members 
Entering Unmasked Estep 
Score: -10911619.000000 Penalty: 3713.405518
	Iteration 49Q: 3 clusters Score -1.091162e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 89140 members 
Entering Unmasked Estep 
Score: -10911726.000000 Penalty: 3713.405518
	Iteration 50Q: 3 clusters Score -1.091173e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 89425 members 
Entering Unmasked Estep 
Score: -10911858.000000 Penalty: 3713.405518
	Iteration 51Q: 3 clusters Score -1.091186e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 89650 members 
Entering Unmasked Estep 
Score: -10911942.000000 Penalty: 3713.405518
	Iteration 52Q: 3 clusters Score -1.091194e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 89832 members 
Entering Unmasked Estep 
Score: -10911994.000000 Penalty: 3713.405518
	Iteration 53Q: 3 clusters Score -1.091199e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 90011 members 
Entering Unmasked Estep 
Score: -10912085.000000 Penalty: 3713.405518
	Iteration 54Q: 3 clusters Score -1.091208e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 90156 members 
Entering Unmasked Estep 
Score: -10912124.000000 Penalty: 3713.405518
	Iteration 55Q: 3 clusters Score -1.091212e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 90290 members 
Entering Unmasked Estep 
Score: -10912178.000000 Penalty: 3713.405518
	Iteration 56Q: 3 clusters Score -1.091218e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 90411 members 
Entering Unmasked Estep 
Score: -10912250.000000 Penalty: 3713.405518
	Iteration 57Q: 3 clusters Score -1.091225e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 90492 members 
Entering Unmasked Estep 
Score: -10912275.000000 Penalty: 3713.405518
	Iteration 58Q: 3 clusters Score -1.091228e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 90556 members 
Entering Unmasked Estep 
Score: -10912308.000000 Penalty: 3713.405518
	Iteration 59Q: 3 clusters Score -1.091231e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 90613 members 
Entering Unmasked Estep 
Score: -10912348.000000 Penalty: 3713.405518
	Iteration 60F: 3 clusters Score -1.091235e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 90646 members 
Entering Unmasked Estep 
Score: -10912374.000000 Penalty: 3713.405518
	Iteration 61Q: 3 clusters Score -1.091237e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 90691 members 
Entering Unmasked Estep 
Score: -10912385.000000 Penalty: 3713.405518
	Iteration 62Q: 3 clusters Score -1.091238e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 90735 members 
Entering Unmasked Estep 
Score: -10912410.000000 Penalty: 3713.405518
	Iteration 63Q: 3 clusters Score -1.091241e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 90755 members 
Entering Unmasked Estep 
Score: -10912431.000000 Penalty: 3713.405518
	Iteration 64Q: 3 clusters Score -1.091243e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 90776 members 
Entering Unmasked Estep 
Score: -10912423.000000 Penalty: 3713.405518
	Iteration 65Q: 3 clusters Score -1.091242e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 90798 members 
Entering Unmasked Estep 
Score: -10912444.000000 Penalty: 3713.405518
	Iteration 66Q: 3 clusters Score -1.091244e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 90821 members 
Entering Unmasked Estep 
Score: -10912465.000000 Penalty: 3713.405518
	Iteration 67Q: 3 clusters Score -1.091246e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 90843 members 
Entering Unmasked Estep 
Score: -10912481.000000 Penalty: 3713.405518
	Iteration 68Q: 3 clusters Score -1.091248e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 90862 members 
Entering Unmasked Estep 
Score: -10912503.000000 Penalty: 3713.405518
	Iteration 69Q: 3 clusters Score -1.09125e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 90885 members 
Entering Unmasked Estep 
Score: -10912529.000000 Penalty: 3713.405518
	Iteration 70Q: 3 clusters Score -1.091253e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 90897 members 
Entering Unmasked Estep 
Score: -10912535.000000 Penalty: 3713.405518
	Iteration 71Q: 3 clusters Score -1.091254e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 90903 members 
Entering Unmasked Estep 
Score: -10912544.000000 Penalty: 3713.405518
	Iteration 72Q: 3 clusters Score -1.091254e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 90914 members 
Entering Unmasked Estep 
Score: -10912553.000000 Penalty: 3713.405518
	Iteration 73Q: 3 clusters Score -1.091255e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 90922 members 
Entering Unmasked Estep 
Score: -10912561.000000 Penalty: 3713.405518
	Iteration 74Q: 3 clusters Score -1.091256e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 90927 members 
Entering Unmasked Estep 
Score: -10912574.000000 Penalty: 3713.405518
	Iteration 75Q: 3 clusters Score -1.091257e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 90928 members 
Entering Unmasked Estep 
Score: -10912572.000000 Penalty: 3713.405518
	Iteration 76Q: 3 clusters Score -1.091257e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 90932 members 
Entering Unmasked Estep 
Score: -10912569.000000 Penalty: 3713.405518
	Iteration 77Q: 3 clusters Score -1.091257e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 90934 members 
Entering Unmasked Estep 
Score: -10912577.000000 Penalty: 3713.405518
	Iteration 78Q: 3 clusters Score -1.091258e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 90936 members 
Entering Unmasked Estep 
Score: -10912572.000000 Penalty: 3713.405518
	Iteration 79Q: 3 clusters Score -1.091257e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 90941 members 
Entering Unmasked Estep 
Score: -10912582.000000 Penalty: 3713.405518
	Iteration 80F: 3 clusters Score -1.091258e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 90943 members 
Entering Unmasked Estep 
Score: -10912585.000000 Penalty: 3713.405518
	Iteration 81Q: 3 clusters Score -1.091258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 90945 members 
Entering Unmasked Estep 
Score: -10912592.000000 Penalty: 3713.405518
	Iteration 82Q: 3 clusters Score -1.091259e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 90948 members 
Entering Unmasked Estep 
Score: -10912593.000000 Penalty: 3713.405518
	Iteration 83Q: 3 clusters Score -1.091259e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 90951 members 
Entering Unmasked Estep 
Score: -10912591.000000 Penalty: 3713.405518
	Iteration 84Q: 3 clusters Score -1.091259e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 90954 members 
Entering Unmasked Estep 
Score: -10912590.000000 Penalty: 3713.405518
	Iteration 85Q: 3 clusters Score -1.091259e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 90955 members 
Entering Unmasked Estep 
Score: -10912586.000000 Penalty: 3713.405518
	Iteration 86Q: 3 clusters Score -1.091259e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 90956 members 
Entering Unmasked Estep 
Score: -10912586.000000 Penalty: 3713.405518
	Iteration 87Q: 3 clusters Score -1.091259e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 90957 members 
Entering Unmasked Estep 
Score: -10912576.000000 Penalty: 3713.405518
	Iteration 88Q: 3 clusters Score -1.091258e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 90957 members 
Entering Unmasked Estep 
Score: -10912576.000000 Penalty: 3713.405518
	Iteration 89F: 3 clusters Score -1.091258e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (92057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92057 members 
Entering Unmasked Estep 
Score: -10937089.000000 Penalty: 1857.401489
	Iteration 0F: 2 clusters Score -1.093709e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45984 members 
Mstep: Class 2 contains 46073 members 
Entering Unmasked Estep 
Score: -10876622.000000 Penalty: 3714.802979
	Iteration 0F: 3 clusters Score -1.087662e+07 nChanged 43906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45698 members 
Mstep: Class 2 contains 46359 members 
Entering Unmasked Estep 
Score: -10901699.000000 Penalty: 3714.802979
	Iteration 1F: 3 clusters Score -1.09017e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45398 members 
Mstep: Class 2 contains 46659 members 
Entering Unmasked Estep 
Score: -10902190.000000 Penalty: 3714.802979
	Iteration 2Q: 3 clusters Score -1.090219e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44905 members 
Mstep: Class 2 contains 47152 members 
Entering Unmasked Estep 
Score: -10902693.000000 Penalty: 3714.802979
	Iteration 3Q: 3 clusters Score -1.090269e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44141 members 
Mstep: Class 2 contains 47916 members 
Entering Unmasked Estep 
Score: -10903228.000000 Penalty: 3714.802979
	Iteration 4Q: 3 clusters Score -1.090323e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42987 members 
Mstep: Class 2 contains 49070 members 
Entering Unmasked Estep 
Score: -10903829.000000 Penalty: 3714.802979
	Iteration 5Q: 3 clusters Score -1.090383e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41348 members 
Mstep: Class 2 contains 50709 members 
Entering Unmasked Estep 
Score: -10904597.000000 Penalty: 3714.802979
	Iteration 6Q: 3 clusters Score -1.09046e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38885 members 
Mstep: Class 2 contains 53172 members 
Entering Unmasked Estep 
Score: -10905924.000000 Penalty: 3714.802979
	Iteration 7Q: 3 clusters Score -1.090592e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35422 members 
Mstep: Class 2 contains 56635 members 
Entering Unmasked Estep 
Score: -10908203.000000 Penalty: 3714.802979
	Iteration 8Q: 3 clusters Score -1.09082e+07 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30739 members 
Mstep: Class 2 contains 61318 members 
Entering Unmasked Estep 
Score: -10911813.000000 Penalty: 3714.802979
	Iteration 9F: 3 clusters Score -1.091181e+07 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 66593 members 
Entering Unmasked Estep 
Score: -10916738.000000 Penalty: 3714.802979
	Iteration 10F: 3 clusters Score -1.091674e+07 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 71312 members 
Entering Unmasked Estep 
Score: -10921543.000000 Penalty: 3714.802979
	Iteration 11F: 3 clusters Score -1.092154e+07 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 74826 members 
Entering Unmasked Estep 
Score: -10925110.000000 Penalty: 3714.802979
	Iteration 12Q: 3 clusters Score -1.092511e+07 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 77258 members 
Entering Unmasked Estep 
Score: -10927445.000000 Penalty: 3714.802979
	Iteration 13Q: 3 clusters Score -1.092744e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 79121 members 
Entering Unmasked Estep 
Score: -10928912.000000 Penalty: 3714.802979
	Iteration 14Q: 3 clusters Score -1.092891e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 80666 members 
Entering Unmasked Estep 
Score: -10929976.000000 Penalty: 3714.802979
	Iteration 15Q: 3 clusters Score -1.092998e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 82052 members 
Entering Unmasked Estep 
Score: -10930842.000000 Penalty: 3714.802979
	Iteration 16Q: 3 clusters Score -1.093084e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 83247 members 
Entering Unmasked Estep 
Score: -10931554.000000 Penalty: 3714.802979
	Iteration 17Q: 3 clusters Score -1.093155e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 84364 members 
Entering Unmasked Estep 
Score: -10932187.000000 Penalty: 3714.802979
	Iteration 18Q: 3 clusters Score -1.093219e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 85312 members 
Entering Unmasked Estep 
Score: -10932670.000000 Penalty: 3714.802979
	Iteration 19Q: 3 clusters Score -1.093267e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 86133 members 
Entering Unmasked Estep 
Score: -10933161.000000 Penalty: 3714.802979
	Iteration 20F: 3 clusters Score -1.093316e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 86803 members 
Entering Unmasked Estep 
Score: -10933532.000000 Penalty: 3714.802979
	Iteration 21Q: 3 clusters Score -1.093353e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 87385 members 
Entering Unmasked Estep 
Score: -10933814.000000 Penalty: 3714.802979
	Iteration 22Q: 3 clusters Score -1.093381e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 87936 members 
Entering Unmasked Estep 
Score: -10934053.000000 Penalty: 3714.802979
	Iteration 23Q: 3 clusters Score -1.093405e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 88413 members 
Entering Unmasked Estep 
Score: -10934268.000000 Penalty: 3714.802979
	Iteration 24Q: 3 clusters Score -1.093427e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 88789 members 
Entering Unmasked Estep 
Score: -10934425.000000 Penalty: 3714.802979
	Iteration 25Q: 3 clusters Score -1.093442e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 89143 members 
Entering Unmasked Estep 
Score: -10934580.000000 Penalty: 3714.802979
	Iteration 26Q: 3 clusters Score -1.093458e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 89436 members 
Entering Unmasked Estep 
Score: -10934730.000000 Penalty: 3714.802979
	Iteration 27Q: 3 clusters Score -1.093473e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 89678 members 
Entering Unmasked Estep 
Score: -10934831.000000 Penalty: 3714.802979
	Iteration 28Q: 3 clusters Score -1.093483e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 89873 members 
Entering Unmasked Estep 
Score: -10934957.000000 Penalty: 3714.802979
	Iteration 29Q: 3 clusters Score -1.093496e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 90044 members 
Entering Unmasked Estep 
Score: -10935017.000000 Penalty: 3714.802979
	Iteration 30Q: 3 clusters Score -1.093502e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 90192 members 
Entering Unmasked Estep 
Score: -10935087.000000 Penalty: 3714.802979
	Iteration 31Q: 3 clusters Score -1.093509e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 90326 members 
Entering Unmasked Estep 
Score: -10935185.000000 Penalty: 3714.802979
	Iteration 32Q: 3 clusters Score -1.093518e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 90438 members 
Entering Unmasked Estep 
Score: -10935243.000000 Penalty: 3714.802979
	Iteration 33Q: 3 clusters Score -1.093524e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 90519 members 
Entering Unmasked Estep 
Score: -10935255.000000 Penalty: 3714.802979
	Iteration 34Q: 3 clusters Score -1.093526e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 90608 members 
Entering Unmasked Estep 
Score: -10935290.000000 Penalty: 3714.802979
	Iteration 35Q: 3 clusters Score -1.093529e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 90686 members 
Entering Unmasked Estep 
Score: -10935355.000000 Penalty: 3714.802979
	Iteration 36Q: 3 clusters Score -1.093536e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 90761 members 
Entering Unmasked Estep 
Score: -10935409.000000 Penalty: 3714.802979
	Iteration 37Q: 3 clusters Score -1.093541e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 90817 members 
Entering Unmasked Estep 
Score: -10935430.000000 Penalty: 3714.802979
	Iteration 38Q: 3 clusters Score -1.093543e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 90859 members 
Entering Unmasked Estep 
Score: -10935457.000000 Penalty: 3714.802979
	Iteration 39Q: 3 clusters Score -1.093546e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 90907 members 
Entering Unmasked Estep 
Score: -10935493.000000 Penalty: 3714.802979
	Iteration 40F: 3 clusters Score -1.093549e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 90959 members 
Entering Unmasked Estep 
Score: -10935533.000000 Penalty: 3714.802979
	Iteration 41Q: 3 clusters Score -1.093553e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 90990 members 
Entering Unmasked Estep 
Score: -10935546.000000 Penalty: 3714.802979
	Iteration 42Q: 3 clusters Score -1.093555e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 91014 members 
Entering Unmasked Estep 
Score: -10935571.000000 Penalty: 3714.802979
	Iteration 43Q: 3 clusters Score -1.093557e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 91041 members 
Entering Unmasked Estep 
Score: -10935590.000000 Penalty: 3714.802979
	Iteration 44Q: 3 clusters Score -1.093559e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 91065 members 
Entering Unmasked Estep 
Score: -10935626.000000 Penalty: 3714.802979
	Iteration 45Q: 3 clusters Score -1.093563e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 91090 members 
Entering Unmasked Estep 
Score: -10935630.000000 Penalty: 3714.802979
	Iteration 46Q: 3 clusters Score -1.093563e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 91106 members 
Entering Unmasked Estep 
Score: -10935633.000000 Penalty: 3714.802979
	Iteration 47Q: 3 clusters Score -1.093563e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 91115 members 
Entering Unmasked Estep 
Score: -10935639.000000 Penalty: 3714.802979
	Iteration 48Q: 3 clusters Score -1.093564e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 91119 members 
Entering Unmasked Estep 
Score: -10935646.000000 Penalty: 3714.802979
	Iteration 49Q: 3 clusters Score -1.093565e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 91126 members 
Entering Unmasked Estep 
Score: -10935642.000000 Penalty: 3714.802979
	Iteration 50Q: 3 clusters Score -1.093564e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 91135 members 
Entering Unmasked Estep 
Score: -10935651.000000 Penalty: 3714.802979
	Iteration 51Q: 3 clusters Score -1.093565e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 91141 members 
Entering Unmasked Estep 
Score: -10935650.000000 Penalty: 3714.802979
	Iteration 52Q: 3 clusters Score -1.093565e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 91153 members 
Entering Unmasked Estep 
Score: -10935641.000000 Penalty: 3714.802979
	Iteration 53Q: 3 clusters Score -1.093564e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 91157 members 
Entering Unmasked Estep 
Score: -10935647.000000 Penalty: 3714.802979
	Iteration 54Q: 3 clusters Score -1.093565e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 91161 members 
Entering Unmasked Estep 
Score: -10935649.000000 Penalty: 3714.802979
	Iteration 55Q: 3 clusters Score -1.093565e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 91165 members 
Entering Unmasked Estep 
Score: -10935653.000000 Penalty: 3714.802979
	Iteration 56Q: 3 clusters Score -1.093565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 91168 members 
Entering Unmasked Estep 
Score: -10935656.000000 Penalty: 3714.802979
	Iteration 57Q: 3 clusters Score -1.093566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 91169 members 
Entering Unmasked Estep 
Score: -10935657.000000 Penalty: 3714.802979
	Iteration 58Q: 3 clusters Score -1.093566e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 91170 members 
Entering Unmasked Estep 
Score: -10935655.000000 Penalty: 3714.802979
	Iteration 59Q: 3 clusters Score -1.093566e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 91172 members 
Entering Unmasked Estep 
Score: -10935651.000000 Penalty: 3714.802979
	Iteration 60F: 3 clusters Score -1.093565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 91174 members 
Entering Unmasked Estep 
Score: -10935655.000000 Penalty: 3714.802979
	Iteration 61Q: 3 clusters Score -1.093566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 91177 members 
Entering Unmasked Estep 
Score: -10935665.000000 Penalty: 3714.802979
	Iteration 62Q: 3 clusters Score -1.093566e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 91178 members 
Entering Unmasked Estep 
Score: -10935660.000000 Penalty: 3714.802979
	Iteration 63Q: 3 clusters Score -1.093566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 91181 members 
Entering Unmasked Estep 
Score: -10935661.000000 Penalty: 3714.802979
	Iteration 64Q: 3 clusters Score -1.093566e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 91181 members 
Entering Unmasked Estep 
Score: -10935661.000000 Penalty: 3714.802979
	Iteration 65F: 3 clusters Score -1.093566e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (136325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136325 members 
Entering Unmasked Estep 
Score: -16135611.000000 Penalty: 1921.204468
	Iteration 0F: 2 clusters Score -1.613561e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68070 members 
Mstep: Class 2 contains 68255 members 
Entering Unmasked Estep 
Score: -16058725.000000 Penalty: 3842.408936
	Iteration 0F: 3 clusters Score -1.605872e+07 nChanged 65454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66712 members 
Mstep: Class 2 contains 69613 members 
Entering Unmasked Estep 
Score: -16097386.000000 Penalty: 3842.408936
	Iteration 1F: 3 clusters Score -1.609739e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65446 members 
Mstep: Class 2 contains 70879 members 
Entering Unmasked Estep 
Score: -16098384.000000 Penalty: 3842.408936
	Iteration 2Q: 3 clusters Score -1.609838e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63391 members 
Mstep: Class 2 contains 72934 members 
Entering Unmasked Estep 
Score: -16099903.000000 Penalty: 3842.408936
	Iteration 3Q: 3 clusters Score -1.60999e+07 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60353 members 
Mstep: Class 2 contains 75972 members 
Entering Unmasked Estep 
Score: -16102250.000000 Penalty: 3842.408936
	Iteration 4Q: 3 clusters Score -1.610225e+07 nChanged 7247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55998 members 
Mstep: Class 2 contains 80327 members 
Entering Unmasked Estep 
Score: -16106355.000000 Penalty: 3842.408936
	Iteration 5F: 3 clusters Score -1.610636e+07 nChanged 8844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50508 members 
Mstep: Class 2 contains 85817 members 
Entering Unmasked Estep 
Score: -16112953.000000 Penalty: 3842.408936
	Iteration 6F: 3 clusters Score -1.611295e+07 nChanged 9853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45455 members 
Mstep: Class 2 contains 90870 members 
Entering Unmasked Estep 
Score: -16121922.000000 Penalty: 3842.408936
	Iteration 7F: 3 clusters Score -1.612192e+07 nChanged 9687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42194 members 
Mstep: Class 2 contains 94131 members 
Entering Unmasked Estep 
Score: -16131049.000000 Penalty: 3842.408936
	Iteration 8F: 3 clusters Score -1.613105e+07 nChanged 7411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41189 members 
Mstep: Class 2 contains 95136 members 
Entering Unmasked Estep 
Score: -16135654.000000 Penalty: 3842.408936
	Iteration 9F: 3 clusters Score -1.613565e+07 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41052 members 
Mstep: Class 2 contains 95273 members 
Entering Unmasked Estep 
Score: -16137606.000000 Penalty: 3842.408936
	Iteration 10Q: 3 clusters Score -1.613761e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41349 members 
Mstep: Class 2 contains 94976 members 
Entering Unmasked Estep 
Score: -16138876.000000 Penalty: 3842.408936
	Iteration 11Q: 3 clusters Score -1.613888e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41849 members 
Mstep: Class 2 contains 94476 members 
Entering Unmasked Estep 
Score: -16139791.000000 Penalty: 3842.408936
	Iteration 12Q: 3 clusters Score -1.613979e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42620 members 
Mstep: Class 2 contains 93705 members 
Entering Unmasked Estep 
Score: -16140560.000000 Penalty: 3842.408936
	Iteration 13Q: 3 clusters Score -1.614056e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43566 members 
Mstep: Class 2 contains 92759 members 
Entering Unmasked Estep 
Score: -16141217.000000 Penalty: 3842.408936
	Iteration 14Q: 3 clusters Score -1.614122e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44596 members 
Mstep: Class 2 contains 91729 members 
Entering Unmasked Estep 
Score: -16141667.000000 Penalty: 3842.408936
	Iteration 15Q: 3 clusters Score -1.614167e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45525 members 
Mstep: Class 2 contains 90800 members 
Entering Unmasked Estep 
Score: -16142109.000000 Penalty: 3842.408936
	Iteration 16Q: 3 clusters Score -1.614211e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46434 members 
Mstep: Class 2 contains 89891 members 
Entering Unmasked Estep 
Score: -16142453.000000 Penalty: 3842.408936
	Iteration 17Q: 3 clusters Score -1.614245e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47266 members 
Mstep: Class 2 contains 89059 members 
Entering Unmasked Estep 
Score: -16142564.000000 Penalty: 3842.408936
	Iteration 18Q: 3 clusters Score -1.614256e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48159 members 
Mstep: Class 2 contains 88166 members 
Entering Unmasked Estep 
Score: -16142630.000000 Penalty: 3842.408936
	Iteration 19Q: 3 clusters Score -1.614263e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49058 members 
Mstep: Class 2 contains 87267 members 
Entering Unmasked Estep 
Score: -16142627.000000 Penalty: 3842.408936
	Iteration 20F: 3 clusters Score -1.614263e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49995 members 
Mstep: Class 2 contains 86330 members 
Entering Unmasked Estep 
Score: -16142698.000000 Penalty: 3842.408936
	Iteration 21Q: 3 clusters Score -1.61427e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50922 members 
Mstep: Class 2 contains 85403 members 
Entering Unmasked Estep 
Score: -16142799.000000 Penalty: 3842.408936
	Iteration 22Q: 3 clusters Score -1.61428e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51950 members 
Mstep: Class 2 contains 84375 members 
Entering Unmasked Estep 
Score: -16143019.000000 Penalty: 3842.408936
	Iteration 23Q: 3 clusters Score -1.614302e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52831 members 
Mstep: Class 2 contains 83494 members 
Entering Unmasked Estep 
Score: -16143098.000000 Penalty: 3842.408936
	Iteration 24Q: 3 clusters Score -1.61431e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53577 members 
Mstep: Class 2 contains 82748 members 
Entering Unmasked Estep 
Score: -16143248.000000 Penalty: 3842.408936
	Iteration 25Q: 3 clusters Score -1.614325e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54221 members 
Mstep: Class 2 contains 82104 members 
Entering Unmasked Estep 
Score: -16143350.000000 Penalty: 3842.408936
	Iteration 26Q: 3 clusters Score -1.614335e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54769 members 
Mstep: Class 2 contains 81556 members 
Entering Unmasked Estep 
Score: -16143374.000000 Penalty: 3842.408936
	Iteration 27Q: 3 clusters Score -1.614337e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55271 members 
Mstep: Class 2 contains 81054 members 
Entering Unmasked Estep 
Score: -16143397.000000 Penalty: 3842.408936
	Iteration 28Q: 3 clusters Score -1.61434e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55780 members 
Mstep: Class 2 contains 80545 members 
Entering Unmasked Estep 
Score: -16143334.000000 Penalty: 3842.408936
	Iteration 29Q: 3 clusters Score -1.614333e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56271 members 
Mstep: Class 2 contains 80054 members 
Entering Unmasked Estep 
Score: -16143322.000000 Penalty: 3842.408936
	Iteration 30Q: 3 clusters Score -1.614332e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56805 members 
Mstep: Class 2 contains 79520 members 
Entering Unmasked Estep 
Score: -16143289.000000 Penalty: 3842.408936
	Iteration 31Q: 3 clusters Score -1.614329e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57370 members 
Mstep: Class 2 contains 78955 members 
Entering Unmasked Estep 
Score: -16143306.000000 Penalty: 3842.408936
	Iteration 32Q: 3 clusters Score -1.614331e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57921 members 
Mstep: Class 2 contains 78404 members 
Entering Unmasked Estep 
Score: -16143267.000000 Penalty: 3842.408936
	Iteration 33Q: 3 clusters Score -1.614327e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58540 members 
Mstep: Class 2 contains 77785 members 
Entering Unmasked Estep 
Score: -16143262.000000 Penalty: 3842.408936
	Iteration 34Q: 3 clusters Score -1.614326e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59199 members 
Mstep: Class 2 contains 77126 members 
Entering Unmasked Estep 
Score: -16143202.000000 Penalty: 3842.408936
	Iteration 35Q: 3 clusters Score -1.61432e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59878 members 
Mstep: Class 2 contains 76447 members 
Entering Unmasked Estep 
Score: -16143164.000000 Penalty: 3842.408936
	Iteration 36Q: 3 clusters Score -1.614316e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60566 members 
Mstep: Class 2 contains 75759 members 
Entering Unmasked Estep 
Score: -16143150.000000 Penalty: 3842.408936
	Iteration 37Q: 3 clusters Score -1.614315e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61298 members 
Mstep: Class 2 contains 75027 members 
Entering Unmasked Estep 
Score: -16143159.000000 Penalty: 3842.408936
	Iteration 38Q: 3 clusters Score -1.614316e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62066 members 
Mstep: Class 2 contains 74259 members 
Entering Unmasked Estep 
Score: -16143153.000000 Penalty: 3842.408936
	Iteration 39Q: 3 clusters Score -1.614315e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62822 members 
Mstep: Class 2 contains 73503 members 
Entering Unmasked Estep 
Score: -16143195.000000 Penalty: 3842.408936
	Iteration 40F: 3 clusters Score -1.61432e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63602 members 
Mstep: Class 2 contains 72723 members 
Entering Unmasked Estep 
Score: -16143178.000000 Penalty: 3842.408936
	Iteration 41Q: 3 clusters Score -1.614318e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64355 members 
Mstep: Class 2 contains 71970 members 
Entering Unmasked Estep 
Score: -16143179.000000 Penalty: 3842.408936
	Iteration 42Q: 3 clusters Score -1.614318e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65048 members 
Mstep: Class 2 contains 71277 members 
Entering Unmasked Estep 
Score: -16143225.000000 Penalty: 3842.408936
	Iteration 43Q: 3 clusters Score -1.614322e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65752 members 
Mstep: Class 2 contains 70573 members 
Entering Unmasked Estep 
Score: -16143156.000000 Penalty: 3842.408936
	Iteration 44Q: 3 clusters Score -1.614316e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66530 members 
Mstep: Class 2 contains 69795 members 
Entering Unmasked Estep 
Score: -16143092.000000 Penalty: 3842.408936
	Iteration 45Q: 3 clusters Score -1.614309e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67287 members 
Mstep: Class 2 contains 69038 members 
Entering Unmasked Estep 
Score: -16143099.000000 Penalty: 3842.408936
	Iteration 46Q: 3 clusters Score -1.61431e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68030 members 
Mstep: Class 2 contains 68295 members 
Entering Unmasked Estep 
Score: -16143091.000000 Penalty: 3842.408936
	Iteration 47Q: 3 clusters Score -1.614309e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68716 members 
Mstep: Class 2 contains 67609 members 
Entering Unmasked Estep 
Score: -16143033.000000 Penalty: 3842.408936
	Iteration 48Q: 3 clusters Score -1.614303e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69334 members 
Mstep: Class 2 contains 66991 members 
Entering Unmasked Estep 
Score: -16143044.000000 Penalty: 3842.408936
	Iteration 49Q: 3 clusters Score -1.614304e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69925 members 
Mstep: Class 2 contains 66400 members 
Entering Unmasked Estep 
Score: -16143033.000000 Penalty: 3842.408936
	Iteration 50Q: 3 clusters Score -1.614303e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70419 members 
Mstep: Class 2 contains 65906 members 
Entering Unmasked Estep 
Score: -16143036.000000 Penalty: 3842.408936
	Iteration 51Q: 3 clusters Score -1.614304e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70923 members 
Mstep: Class 2 contains 65402 members 
Entering Unmasked Estep 
Score: -16143071.000000 Penalty: 3842.408936
	Iteration 52Q: 3 clusters Score -1.614307e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71458 members 
Mstep: Class 2 contains 64867 members 
Entering Unmasked Estep 
Score: -16143065.000000 Penalty: 3842.408936
	Iteration 53Q: 3 clusters Score -1.614306e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72037 members 
Mstep: Class 2 contains 64288 members 
Entering Unmasked Estep 
Score: -16143080.000000 Penalty: 3842.408936
	Iteration 54Q: 3 clusters Score -1.614308e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72552 members 
Mstep: Class 2 contains 63773 members 
Entering Unmasked Estep 
Score: -16143142.000000 Penalty: 3842.408936
	Iteration 55Q: 3 clusters Score -1.614314e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73029 members 
Mstep: Class 2 contains 63296 members 
Entering Unmasked Estep 
Score: -16143119.000000 Penalty: 3842.408936
	Iteration 56Q: 3 clusters Score -1.614312e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73569 members 
Mstep: Class 2 contains 62756 members 
Entering Unmasked Estep 
Score: -16143153.000000 Penalty: 3842.408936
	Iteration 57Q: 3 clusters Score -1.614315e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74139 members 
Mstep: Class 2 contains 62186 members 
Entering Unmasked Estep 
Score: -16143104.000000 Penalty: 3842.408936
	Iteration 58Q: 3 clusters Score -1.61431e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74774 members 
Mstep: Class 2 contains 61551 members 
Entering Unmasked Estep 
Score: -16143172.000000 Penalty: 3842.408936
	Iteration 59Q: 3 clusters Score -1.614317e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75396 members 
Mstep: Class 2 contains 60929 members 
Entering Unmasked Estep 
Score: -16143131.000000 Penalty: 3842.408936
	Iteration 60F: 3 clusters Score -1.614313e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76024 members 
Mstep: Class 2 contains 60301 members 
Entering Unmasked Estep 
Score: -16143134.000000 Penalty: 3842.408936
	Iteration 61Q: 3 clusters Score -1.614313e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76619 members 
Mstep: Class 2 contains 59706 members 
Entering Unmasked Estep 
Score: -16143167.000000 Penalty: 3842.408936
	Iteration 62Q: 3 clusters Score -1.614317e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77093 members 
Mstep: Class 2 contains 59232 members 
Entering Unmasked Estep 
Score: -16143104.000000 Penalty: 3842.408936
	Iteration 63Q: 3 clusters Score -1.61431e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77469 members 
Mstep: Class 2 contains 58856 members 
Entering Unmasked Estep 
Score: -16143090.000000 Penalty: 3842.408936
	Iteration 64Q: 3 clusters Score -1.614309e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77793 members 
Mstep: Class 2 contains 58532 members 
Entering Unmasked Estep 
Score: -16143083.000000 Penalty: 3842.408936
	Iteration 65Q: 3 clusters Score -1.614308e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78049 members 
Mstep: Class 2 contains 58276 members 
Entering Unmasked Estep 
Score: -16143051.000000 Penalty: 3842.408936
	Iteration 66Q: 3 clusters Score -1.614305e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78325 members 
Mstep: Class 2 contains 58000 members 
Entering Unmasked Estep 
Score: -16143051.000000 Penalty: 3842.408936
	Iteration 67Q: 3 clusters Score -1.614305e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78592 members 
Mstep: Class 2 contains 57733 members 
Entering Unmasked Estep 
Score: -16143032.000000 Penalty: 3842.408936
	Iteration 68Q: 3 clusters Score -1.614303e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78786 members 
Mstep: Class 2 contains 57539 members 
Entering Unmasked Estep 
Score: -16143013.000000 Penalty: 3842.408936
	Iteration 69Q: 3 clusters Score -1.614301e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78965 members 
Mstep: Class 2 contains 57360 members 
Entering Unmasked Estep 
Score: -16143020.000000 Penalty: 3842.408936
	Iteration 70Q: 3 clusters Score -1.614302e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79170 members 
Mstep: Class 2 contains 57155 members 
Entering Unmasked Estep 
Score: -16143041.000000 Penalty: 3842.408936
	Iteration 71Q: 3 clusters Score -1.614304e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79383 members 
Mstep: Class 2 contains 56942 members 
Entering Unmasked Estep 
Score: -16143061.000000 Penalty: 3842.408936
	Iteration 72Q: 3 clusters Score -1.614306e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79584 members 
Mstep: Class 2 contains 56741 members 
Entering Unmasked Estep 
Score: -16143069.000000 Penalty: 3842.408936
	Iteration 73Q: 3 clusters Score -1.614307e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79742 members 
Mstep: Class 2 contains 56583 members 
Entering Unmasked Estep 
Score: -16143088.000000 Penalty: 3842.408936
	Iteration 74Q: 3 clusters Score -1.614309e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79922 members 
Mstep: Class 2 contains 56403 members 
Entering Unmasked Estep 
Score: -16143043.000000 Penalty: 3842.408936
	Iteration 75Q: 3 clusters Score -1.614304e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80134 members 
Mstep: Class 2 contains 56191 members 
Entering Unmasked Estep 
Score: -16143025.000000 Penalty: 3842.408936
	Iteration 76Q: 3 clusters Score -1.614302e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80380 members 
Mstep: Class 2 contains 55945 members 
Entering Unmasked Estep 
Score: -16143058.000000 Penalty: 3842.408936
	Iteration 77Q: 3 clusters Score -1.614306e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80667 members 
Mstep: Class 2 contains 55658 members 
Entering Unmasked Estep 
Score: -16143061.000000 Penalty: 3842.408936
	Iteration 78Q: 3 clusters Score -1.614306e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80935 members 
Mstep: Class 2 contains 55390 members 
Entering Unmasked Estep 
Score: -16143073.000000 Penalty: 3842.408936
	Iteration 79Q: 3 clusters Score -1.614307e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81184 members 
Mstep: Class 2 contains 55141 members 
Entering Unmasked Estep 
Score: -16143073.000000 Penalty: 3842.408936
	Iteration 80F: 3 clusters Score -1.614307e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81377 members 
Mstep: Class 2 contains 54948 members 
Entering Unmasked Estep 
Score: -16143107.000000 Penalty: 3842.408936
	Iteration 81Q: 3 clusters Score -1.614311e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81562 members 
Mstep: Class 2 contains 54763 members 
Entering Unmasked Estep 
Score: -16143138.000000 Penalty: 3842.408936
	Iteration 82Q: 3 clusters Score -1.614314e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81767 members 
Mstep: Class 2 contains 54558 members 
Entering Unmasked Estep 
Score: -16143101.000000 Penalty: 3842.408936
	Iteration 83Q: 3 clusters Score -1.61431e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81879 members 
Mstep: Class 2 contains 54446 members 
Entering Unmasked Estep 
Score: -16143100.000000 Penalty: 3842.408936
	Iteration 84Q: 3 clusters Score -1.61431e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82036 members 
Mstep: Class 2 contains 54289 members 
Entering Unmasked Estep 
Score: -16143112.000000 Penalty: 3842.408936
	Iteration 85Q: 3 clusters Score -1.614311e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82225 members 
Mstep: Class 2 contains 54100 members 
Entering Unmasked Estep 
Score: -16143074.000000 Penalty: 3842.408936
	Iteration 86Q: 3 clusters Score -1.614307e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82410 members 
Mstep: Class 2 contains 53915 members 
Entering Unmasked Estep 
Score: -16143053.000000 Penalty: 3842.408936
	Iteration 87Q: 3 clusters Score -1.614305e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82668 members 
Mstep: Class 2 contains 53657 members 
Entering Unmasked Estep 
Score: -16143071.000000 Penalty: 3842.408936
	Iteration 88Q: 3 clusters Score -1.614307e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82960 members 
Mstep: Class 2 contains 53365 members 
Entering Unmasked Estep 
Score: -16143049.000000 Penalty: 3842.408936
	Iteration 89Q: 3 clusters Score -1.614305e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83288 members 
Mstep: Class 2 contains 53037 members 
Entering Unmasked Estep 
Score: -16143009.000000 Penalty: 3842.408936
	Iteration 90Q: 3 clusters Score -1.614301e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83701 members 
Mstep: Class 2 contains 52624 members 
Entering Unmasked Estep 
Score: -16142970.000000 Penalty: 3842.408936
	Iteration 91Q: 3 clusters Score -1.614297e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84096 members 
Mstep: Class 2 contains 52229 members 
Entering Unmasked Estep 
Score: -16142928.000000 Penalty: 3842.408936
	Iteration 92Q: 3 clusters Score -1.614293e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84494 members 
Mstep: Class 2 contains 51831 members 
Entering Unmasked Estep 
Score: -16142867.000000 Penalty: 3842.408936
	Iteration 93Q: 3 clusters Score -1.614287e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84915 members 
Mstep: Class 2 contains 51410 members 
Entering Unmasked Estep 
Score: -16142834.000000 Penalty: 3842.408936
	Iteration 94Q: 3 clusters Score -1.614283e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85381 members 
Mstep: Class 2 contains 50944 members 
Entering Unmasked Estep 
Score: -16142756.000000 Penalty: 3842.408936
	Iteration 95Q: 3 clusters Score -1.614276e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85848 members 
Mstep: Class 2 contains 50477 members 
Entering Unmasked Estep 
Score: -16142741.000000 Penalty: 3842.408936
	Iteration 96Q: 3 clusters Score -1.614274e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86286 members 
Mstep: Class 2 contains 50039 members 
Entering Unmasked Estep 
Score: -16142697.000000 Penalty: 3842.408936
	Iteration 97Q: 3 clusters Score -1.61427e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86723 members 
Mstep: Class 2 contains 49602 members 
Entering Unmasked Estep 
Score: -16142571.000000 Penalty: 3842.408936
	Iteration 98Q: 3 clusters Score -1.614257e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87188 members 
Mstep: Class 2 contains 49137 members 
Entering Unmasked Estep 
Score: -16142548.000000 Penalty: 3842.408936
	Iteration 99Q: 3 clusters Score -1.614255e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87735 members 
Mstep: Class 2 contains 48590 members 
Entering Unmasked Estep 
Score: -16142547.000000 Penalty: 3842.408936
	Iteration 100F: 3 clusters Score -1.614255e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88163 members 
Mstep: Class 2 contains 48162 members 
Entering Unmasked Estep 
Score: -16142531.000000 Penalty: 3842.408936
	Iteration 101Q: 3 clusters Score -1.614253e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88620 members 
Mstep: Class 2 contains 47705 members 
Entering Unmasked Estep 
Score: -16142523.000000 Penalty: 3842.408936
	Iteration 102Q: 3 clusters Score -1.614252e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89051 members 
Mstep: Class 2 contains 47274 members 
Entering Unmasked Estep 
Score: -16142498.000000 Penalty: 3842.408936
	Iteration 103Q: 3 clusters Score -1.61425e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89444 members 
Mstep: Class 2 contains 46881 members 
Entering Unmasked Estep 
Score: -16142449.000000 Penalty: 3842.408936
	Iteration 104Q: 3 clusters Score -1.614245e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89809 members 
Mstep: Class 2 contains 46516 members 
Entering Unmasked Estep 
Score: -16142430.000000 Penalty: 3842.408936
	Iteration 105Q: 3 clusters Score -1.614243e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90110 members 
Mstep: Class 2 contains 46215 members 
Entering Unmasked Estep 
Score: -16142415.000000 Penalty: 3842.408936
	Iteration 106Q: 3 clusters Score -1.614242e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90409 members 
Mstep: Class 2 contains 45916 members 
Entering Unmasked Estep 
Score: -16142362.000000 Penalty: 3842.408936
	Iteration 107Q: 3 clusters Score -1.614236e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90642 members 
Mstep: Class 2 contains 45683 members 
Entering Unmasked Estep 
Score: -16142333.000000 Penalty: 3842.408936
	Iteration 108Q: 3 clusters Score -1.614233e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90853 members 
Mstep: Class 2 contains 45472 members 
Entering Unmasked Estep 
Score: -16142262.000000 Penalty: 3842.408936
	Iteration 109Q: 3 clusters Score -1.614226e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91095 members 
Mstep: Class 2 contains 45230 members 
Entering Unmasked Estep 
Score: -16142268.000000 Penalty: 3842.408936
	Iteration 110Q: 3 clusters Score -1.614227e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91366 members 
Mstep: Class 2 contains 44959 members 
Entering Unmasked Estep 
Score: -16142210.000000 Penalty: 3842.408936
	Iteration 111Q: 3 clusters Score -1.614221e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91635 members 
Mstep: Class 2 contains 44690 members 
Entering Unmasked Estep 
Score: -16142200.000000 Penalty: 3842.408936
	Iteration 112Q: 3 clusters Score -1.61422e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91889 members 
Mstep: Class 2 contains 44436 members 
Entering Unmasked Estep 
Score: -16142213.000000 Penalty: 3842.408936
	Iteration 113Q: 3 clusters Score -1.614221e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92231 members 
Mstep: Class 2 contains 44094 members 
Entering Unmasked Estep 
Score: -16142129.000000 Penalty: 3842.408936
	Iteration 114Q: 3 clusters Score -1.614213e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92561 members 
Mstep: Class 2 contains 43764 members 
Entering Unmasked Estep 
Score: -16142072.000000 Penalty: 3842.408936
	Iteration 115Q: 3 clusters Score -1.614207e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92955 members 
Mstep: Class 2 contains 43370 members 
Entering Unmasked Estep 
Score: -16141995.000000 Penalty: 3842.408936
	Iteration 116Q: 3 clusters Score -1.6142e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93316 members 
Mstep: Class 2 contains 43009 members 
Entering Unmasked Estep 
Score: -16141947.000000 Penalty: 3842.408936
	Iteration 117Q: 3 clusters Score -1.614195e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93610 members 
Mstep: Class 2 contains 42715 members 
Entering Unmasked Estep 
Score: -16141850.000000 Penalty: 3842.408936
	Iteration 118Q: 3 clusters Score -1.614185e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93874 members 
Mstep: Class 2 contains 42451 members 
Entering Unmasked Estep 
Score: -16141809.000000 Penalty: 3842.408936
	Iteration 119Q: 3 clusters Score -1.614181e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94091 members 
Mstep: Class 2 contains 42234 members 
Entering Unmasked Estep 
Score: -16141778.000000 Penalty: 3842.408936
	Iteration 120F: 3 clusters Score -1.614178e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94352 members 
Mstep: Class 2 contains 41973 members 
Entering Unmasked Estep 
Score: -16141719.000000 Penalty: 3842.408936
	Iteration 121Q: 3 clusters Score -1.614172e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94576 members 
Mstep: Class 2 contains 41749 members 
Entering Unmasked Estep 
Score: -16141675.000000 Penalty: 3842.408936
	Iteration 122Q: 3 clusters Score -1.614168e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94780 members 
Mstep: Class 2 contains 41545 members 
Entering Unmasked Estep 
Score: -16141643.000000 Penalty: 3842.408936
	Iteration 123Q: 3 clusters Score -1.614164e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94992 members 
Mstep: Class 2 contains 41333 members 
Entering Unmasked Estep 
Score: -16141580.000000 Penalty: 3842.408936
	Iteration 124Q: 3 clusters Score -1.614158e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95261 members 
Mstep: Class 2 contains 41064 members 
Entering Unmasked Estep 
Score: -16141490.000000 Penalty: 3842.408936
	Iteration 125Q: 3 clusters Score -1.614149e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95518 members 
Mstep: Class 2 contains 40807 members 
Entering Unmasked Estep 
Score: -16141430.000000 Penalty: 3842.408936
	Iteration 126Q: 3 clusters Score -1.614143e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95779 members 
Mstep: Class 2 contains 40546 members 
Entering Unmasked Estep 
Score: -16141350.000000 Penalty: 3842.408936
	Iteration 127Q: 3 clusters Score -1.614135e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96048 members 
Mstep: Class 2 contains 40277 members 
Entering Unmasked Estep 
Score: -16141293.000000 Penalty: 3842.408936
	Iteration 128Q: 3 clusters Score -1.614129e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96331 members 
Mstep: Class 2 contains 39994 members 
Entering Unmasked Estep 
Score: -16141172.000000 Penalty: 3842.408936
	Iteration 129Q: 3 clusters Score -1.614117e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96634 members 
Mstep: Class 2 contains 39691 members 
Entering Unmasked Estep 
Score: -16141109.000000 Penalty: 3842.408936
	Iteration 130Q: 3 clusters Score -1.614111e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96914 members 
Mstep: Class 2 contains 39411 members 
Entering Unmasked Estep 
Score: -16140985.000000 Penalty: 3842.408936
	Iteration 131Q: 3 clusters Score -1.614098e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97175 members 
Mstep: Class 2 contains 39150 members 
Entering Unmasked Estep 
Score: -16140938.000000 Penalty: 3842.408936
	Iteration 132Q: 3 clusters Score -1.614094e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97437 members 
Mstep: Class 2 contains 38888 members 
Entering Unmasked Estep 
Score: -16140817.000000 Penalty: 3842.408936
	Iteration 133Q: 3 clusters Score -1.614082e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97645 members 
Mstep: Class 2 contains 38680 members 
Entering Unmasked Estep 
Score: -16140741.000000 Penalty: 3842.408936
	Iteration 134Q: 3 clusters Score -1.614074e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97829 members 
Mstep: Class 2 contains 38496 members 
Entering Unmasked Estep 
Score: -16140725.000000 Penalty: 3842.408936
	Iteration 135Q: 3 clusters Score -1.614072e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97986 members 
Mstep: Class 2 contains 38339 members 
Entering Unmasked Estep 
Score: -16140686.000000 Penalty: 3842.408936
	Iteration 136Q: 3 clusters Score -1.614069e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98122 members 
Mstep: Class 2 contains 38203 members 
Entering Unmasked Estep 
Score: -16140683.000000 Penalty: 3842.408936
	Iteration 137Q: 3 clusters Score -1.614068e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98244 members 
Mstep: Class 2 contains 38081 members 
Entering Unmasked Estep 
Score: -16140704.000000 Penalty: 3842.408936
	Iteration 138Q: 3 clusters Score -1.61407e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98352 members 
Mstep: Class 2 contains 37973 members 
Entering Unmasked Estep 
Score: -16140726.000000 Penalty: 3842.408936
	Iteration 139Q: 3 clusters Score -1.614073e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98454 members 
Mstep: Class 2 contains 37871 members 
Entering Unmasked Estep 
Score: -16140724.000000 Penalty: 3842.408936
	Iteration 140F: 3 clusters Score -1.614072e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98529 members 
Mstep: Class 2 contains 37796 members 
Entering Unmasked Estep 
Score: -16140706.000000 Penalty: 3842.408936
	Iteration 141Q: 3 clusters Score -1.614071e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98609 members 
Mstep: Class 2 contains 37716 members 
Entering Unmasked Estep 
Score: -16140699.000000 Penalty: 3842.408936
	Iteration 142Q: 3 clusters Score -1.61407e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98649 members 
Mstep: Class 2 contains 37676 members 
Entering Unmasked Estep 
Score: -16140700.000000 Penalty: 3842.408936
	Iteration 143Q: 3 clusters Score -1.61407e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98679 members 
Mstep: Class 2 contains 37646 members 
Entering Unmasked Estep 
Score: -16140691.000000 Penalty: 3842.408936
	Iteration 144Q: 3 clusters Score -1.614069e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98696 members 
Mstep: Class 2 contains 37629 members 
Entering Unmasked Estep 
Score: -16140703.000000 Penalty: 3842.408936
	Iteration 145Q: 3 clusters Score -1.61407e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98698 members 
Mstep: Class 2 contains 37627 members 
Entering Unmasked Estep 
Score: -16140706.000000 Penalty: 3842.408936
	Iteration 146Q: 3 clusters Score -1.614071e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98709 members 
Mstep: Class 2 contains 37616 members 
Entering Unmasked Estep 
Score: -16140704.000000 Penalty: 3842.408936
	Iteration 147Q: 3 clusters Score -1.61407e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98722 members 
Mstep: Class 2 contains 37603 members 
Entering Unmasked Estep 
Score: -16140710.000000 Penalty: 3842.408936
	Iteration 148Q: 3 clusters Score -1.614071e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98733 members 
Mstep: Class 2 contains 37592 members 
Entering Unmasked Estep 
Score: -16140709.000000 Penalty: 3842.408936
	Iteration 149Q: 3 clusters Score -1.614071e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98755 members 
Mstep: Class 2 contains 37570 members 
Entering Unmasked Estep 
Score: -16140700.000000 Penalty: 3842.408936
	Iteration 150Q: 3 clusters Score -1.61407e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98781 members 
Mstep: Class 2 contains 37544 members 
Entering Unmasked Estep 
Score: -16140704.000000 Penalty: 3842.408936
	Iteration 151Q: 3 clusters Score -1.61407e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98805 members 
Mstep: Class 2 contains 37520 members 
Entering Unmasked Estep 
Score: -16140703.000000 Penalty: 3842.408936
	Iteration 152Q: 3 clusters Score -1.61407e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98824 members 
Mstep: Class 2 contains 37501 members 
Entering Unmasked Estep 
Score: -16140685.000000 Penalty: 3842.408936
	Iteration 153Q: 3 clusters Score -1.614068e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98830 members 
Mstep: Class 2 contains 37495 members 
Entering Unmasked Estep 
Score: -16140681.000000 Penalty: 3842.408936
	Iteration 154Q: 3 clusters Score -1.614068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98833 members 
Mstep: Class 2 contains 37492 members 
Entering Unmasked Estep 
Score: -16140686.000000 Penalty: 3842.408936
	Iteration 155Q: 3 clusters Score -1.614069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98835 members 
Mstep: Class 2 contains 37490 members 
Entering Unmasked Estep 
Score: -16140671.000000 Penalty: 3842.408936
	Iteration 156Q: 3 clusters Score -1.614067e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98836 members 
Mstep: Class 2 contains 37489 members 
Entering Unmasked Estep 
Score: -16140675.000000 Penalty: 3842.408936
	Iteration 157Q: 3 clusters Score -1.614068e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98836 members 
Mstep: Class 2 contains 37489 members 
Entering Unmasked Estep 
Score: -16140675.000000 Penalty: 3842.408936
	Iteration 158F: 3 clusters Score -1.614068e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 118730 members 
Mstep: Class 3 contains 4141 members 
Mstep: Class 4 contains 19594 members 
Mstep: Class 5 contains 559 members 
Mstep: Class 6 contains 714 members 
Mstep: Class 7 contains 106951 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192902 members 
Mstep: Class 11 contains 22707 members 
Mstep: Class 12 contains 29827 members 
Mstep: Class 13 contains 39962 members 
Mstep: Class 14 contains 16552 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 96666 members 
Mstep: Class 17 contains 10582 members 
Mstep: Class 18 contains 8913 members 
Mstep: Class 19 contains 22876 members 
Mstep: Class 20 contains 1478 members 
Mstep: Class 21 contains 31773 members 
Mstep: Class 22 contains 95334 members 
Mstep: Class 23 contains 90216 members 
Mstep: Class 24 contains 13179 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 547 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 12883 members 
Mstep: Class 29 contains 51425 members 
Mstep: Class 30 contains 3796 members 
Mstep: Class 31 contains 8925 members 
Mstep: Class 32 contains 7435 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 91662 members 
Mstep: Class 35 contains 92057 members 
Mstep: Class 36 contains 98836 members 
Mstep: Class 37 contains 9699 members 
Mstep: Class 38 contains 80160 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 887 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 137312 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 73345 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 62690 members 
Mstep: Class 48 contains 19958 members 
Mstep: Class 49 contains 736 members 
Mstep: Class 50 contains 37489 members 
Entering Unmasked Estep 
Score: -194635536.000000 Penalty: 116671.015625
Splitting cluster 36 changes total score from -194626496.000000 to -194635536.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 37 (9699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Entering Unmasked Estep 
Score: -1139190.000000 Penalty: 1491.713989
	Iteration 0F: 2 clusters Score -1139190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1132096.875000 Penalty: 2983.427979
	Iteration 0F: 3 clusters Score -1132097 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1134373.750000 Penalty: 2983.427979
	Iteration 1F: 3 clusters Score -1134374 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1134594.125000 Penalty: 2983.427979
	Iteration 2F: 3 clusters Score -1134594 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1134770.625000 Penalty: 2983.427979
	Iteration 3Q: 3 clusters Score -1134771 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1134928.375000 Penalty: 2983.427979
	Iteration 4Q: 3 clusters Score -1134928 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1135111.125000 Penalty: 2983.427979
	Iteration 5Q: 3 clusters Score -1135111 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1135325.250000 Penalty: 2983.427979
	Iteration 6Q: 3 clusters Score -1135325 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1135571.250000 Penalty: 2983.427979
	Iteration 7Q: 3 clusters Score -1135571 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1135879.375000 Penalty: 2983.427979
	Iteration 8Q: 3 clusters Score -1135879 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1136239.500000 Penalty: 2983.427979
	Iteration 9F: 3 clusters Score -1136240 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1136627.500000 Penalty: 2983.427979
	Iteration 10F: 3 clusters Score -1136628 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1137004.250000 Penalty: 2983.427979
	Iteration 11Q: 3 clusters Score -1137004 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1137317.375000 Penalty: 2983.427979
	Iteration 12Q: 3 clusters Score -1137317 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1137550.000000 Penalty: 2983.427979
	Iteration 13Q: 3 clusters Score -1137550 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1137697.375000 Penalty: 2983.427979
	Iteration 14Q: 3 clusters Score -1137697 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1137764.250000 Penalty: 2983.427979
	Iteration 15Q: 3 clusters Score -1137764 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1137818.750000 Penalty: 2983.427979
	Iteration 16Q: 3 clusters Score -1137819 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1137859.000000 Penalty: 2983.427979
	Iteration 17Q: 3 clusters Score -1137859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1137882.250000 Penalty: 2983.427979
	Iteration 18Q: 3 clusters Score -1137882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1137890.875000 Penalty: 2983.427979
	Iteration 19Q: 3 clusters Score -1137891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1137899.750000 Penalty: 2983.427979
	Iteration 20F: 3 clusters Score -1137900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1137901.500000 Penalty: 2983.427979
	Iteration 21Q: 3 clusters Score -1137902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1137901.625000 Penalty: 2983.427979
	Iteration 22Q: 3 clusters Score -1137902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1137904.500000 Penalty: 2983.427979
	Iteration 23Q: 3 clusters Score -1137904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1137904.500000 Penalty: 2983.427979
	Iteration 24F: 3 clusters Score -1137904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (80160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80160 members 
Entering Unmasked Estep 
Score: -9093062.000000 Penalty: 1834.914185
	Iteration 0F: 2 clusters Score -9093062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39976 members 
Mstep: Class 2 contains 40184 members 
Entering Unmasked Estep 
Score: -9039683.000000 Penalty: 3669.828369
	Iteration 0F: 3 clusters Score -9039683 nChanged 38025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39261 members 
Mstep: Class 2 contains 40899 members 
Entering Unmasked Estep 
Score: -9061508.000000 Penalty: 3669.828369
	Iteration 1F: 3 clusters Score -9061508 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38688 members 
Mstep: Class 2 contains 41472 members 
Entering Unmasked Estep 
Score: -9062215.000000 Penalty: 3669.828369
	Iteration 2Q: 3 clusters Score -9062215 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37850 members 
Mstep: Class 2 contains 42310 members 
Entering Unmasked Estep 
Score: -9063076.000000 Penalty: 3669.828369
	Iteration 3Q: 3 clusters Score -9063076 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36624 members 
Mstep: Class 2 contains 43536 members 
Entering Unmasked Estep 
Score: -9064174.000000 Penalty: 3669.828369
	Iteration 4Q: 3 clusters Score -9064174 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34827 members 
Mstep: Class 2 contains 45333 members 
Entering Unmasked Estep 
Score: -9065711.000000 Penalty: 3669.828369
	Iteration 5Q: 3 clusters Score -9065711 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32353 members 
Mstep: Class 2 contains 47807 members 
Entering Unmasked Estep 
Score: -9067760.000000 Penalty: 3669.828369
	Iteration 6Q: 3 clusters Score -9067760 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 51025 members 
Entering Unmasked Estep 
Score: -9070590.000000 Penalty: 3669.828369
	Iteration 7F: 3 clusters Score -9070590 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 54668 members 
Entering Unmasked Estep 
Score: -9073684.000000 Penalty: 3669.828369
	Iteration 8F: 3 clusters Score -9073684 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 58361 members 
Entering Unmasked Estep 
Score: -9076588.000000 Penalty: 3669.828369
	Iteration 9F: 3 clusters Score -9076588 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 61867 members 
Entering Unmasked Estep 
Score: -9079190.000000 Penalty: 3669.828369
	Iteration 10F: 3 clusters Score -9079190 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 65006 members 
Entering Unmasked Estep 
Score: -9081429.000000 Penalty: 3669.828369
	Iteration 11Q: 3 clusters Score -9081429 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 67684 members 
Entering Unmasked Estep 
Score: -9083076.000000 Penalty: 3669.828369
	Iteration 12Q: 3 clusters Score -9083076 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 70045 members 
Entering Unmasked Estep 
Score: -9084604.000000 Penalty: 3669.828369
	Iteration 13Q: 3 clusters Score -9084604 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 72208 members 
Entering Unmasked Estep 
Score: -9086032.000000 Penalty: 3669.828369
	Iteration 14Q: 3 clusters Score -9086032 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 74205 members 
Entering Unmasked Estep 
Score: -9087451.000000 Penalty: 3669.828369
	Iteration 15Q: 3 clusters Score -9087451 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 75873 members 
Entering Unmasked Estep 
Score: -9088698.000000 Penalty: 3669.828369
	Iteration 16Q: 3 clusters Score -9088698 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 77158 members 
Entering Unmasked Estep 
Score: -9089696.000000 Penalty: 3669.828369
	Iteration 17Q: 3 clusters Score -9089696 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 78028 members 
Entering Unmasked Estep 
Score: -9090354.000000 Penalty: 3669.828369
	Iteration 18Q: 3 clusters Score -9090354 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 78599 members 
Entering Unmasked Estep 
Score: -9090763.000000 Penalty: 3669.828369
	Iteration 19Q: 3 clusters Score -9090763 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 78988 members 
Entering Unmasked Estep 
Score: -9091048.000000 Penalty: 3669.828369
	Iteration 20F: 3 clusters Score -9091048 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 79227 members 
Entering Unmasked Estep 
Score: -9091222.000000 Penalty: 3669.828369
	Iteration 21Q: 3 clusters Score -9091222 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 79395 members 
Entering Unmasked Estep 
Score: -9091371.000000 Penalty: 3669.828369
	Iteration 22Q: 3 clusters Score -9091371 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 79479 members 
Entering Unmasked Estep 
Score: -9091411.000000 Penalty: 3669.828369
	Iteration 23Q: 3 clusters Score -9091411 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 79544 members 
Entering Unmasked Estep 
Score: -9091457.000000 Penalty: 3669.828369
	Iteration 24Q: 3 clusters Score -9091457 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 79581 members 
Entering Unmasked Estep 
Score: -9091510.000000 Penalty: 3669.828369
	Iteration 25Q: 3 clusters Score -9091510 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 79608 members 
Entering Unmasked Estep 
Score: -9091501.000000 Penalty: 3669.828369
	Iteration 26Q: 3 clusters Score -9091501 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 79629 members 
Entering Unmasked Estep 
Score: -9091531.000000 Penalty: 3669.828369
	Iteration 27Q: 3 clusters Score -9091531 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 79648 members 
Entering Unmasked Estep 
Score: -9091540.000000 Penalty: 3669.828369
	Iteration 28Q: 3 clusters Score -9091540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 79660 members 
Entering Unmasked Estep 
Score: -9091555.000000 Penalty: 3669.828369
	Iteration 29Q: 3 clusters Score -9091555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 79668 members 
Entering Unmasked Estep 
Score: -9091559.000000 Penalty: 3669.828369
	Iteration 30Q: 3 clusters Score -9091559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 79673 members 
Entering Unmasked Estep 
Score: -9091554.000000 Penalty: 3669.828369
	Iteration 31Q: 3 clusters Score -9091554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 79677 members 
Entering Unmasked Estep 
Score: -9091565.000000 Penalty: 3669.828369
	Iteration 32Q: 3 clusters Score -9091565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 79682 members 
Entering Unmasked Estep 
Score: -9091571.000000 Penalty: 3669.828369
	Iteration 33Q: 3 clusters Score -9091571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 79686 members 
Entering Unmasked Estep 
Score: -9091570.000000 Penalty: 3669.828369
	Iteration 34Q: 3 clusters Score -9091570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 79691 members 
Entering Unmasked Estep 
Score: -9091581.000000 Penalty: 3669.828369
	Iteration 35Q: 3 clusters Score -9091581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 79695 members 
Entering Unmasked Estep 
Score: -9091596.000000 Penalty: 3669.828369
	Iteration 36Q: 3 clusters Score -9091596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 79698 members 
Entering Unmasked Estep 
Score: -9091593.000000 Penalty: 3669.828369
	Iteration 37Q: 3 clusters Score -9091593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 79702 members 
Entering Unmasked Estep 
Score: -9091599.000000 Penalty: 3669.828369
	Iteration 38Q: 3 clusters Score -9091599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 79704 members 
Entering Unmasked Estep 
Score: -9091599.000000 Penalty: 3669.828369
	Iteration 39Q: 3 clusters Score -9091599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 79707 members 
Entering Unmasked Estep 
Score: -9091602.000000 Penalty: 3669.828369
	Iteration 40F: 3 clusters Score -9091602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 79711 members 
Entering Unmasked Estep 
Score: -9091602.000000 Penalty: 3669.828369
	Iteration 41Q: 3 clusters Score -9091602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 79712 members 
Entering Unmasked Estep 
Score: -9091604.000000 Penalty: 3669.828369
	Iteration 42Q: 3 clusters Score -9091604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 79713 members 
Entering Unmasked Estep 
Score: -9091607.000000 Penalty: 3669.828369
	Iteration 43Q: 3 clusters Score -9091607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 79714 members 
Entering Unmasked Estep 
Score: -9091606.000000 Penalty: 3669.828369
	Iteration 44Q: 3 clusters Score -9091606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 79714 members 
Entering Unmasked Estep 
Score: -9091606.000000 Penalty: 3669.828369
	Iteration 45F: 3 clusters Score -9091606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Entering Unmasked Estep 
Score: -31253.927734 Penalty: 946.725037
	Iteration 0F: 2 clusters Score -31253.93 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 172 members 
Entering Unmasked Estep 
Score: -30369.064453 Penalty: 1893.450073
	Iteration 0F: 3 clusters Score -30369.06 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -30514.513672 Penalty: 1893.450073
	Iteration 1F: 3 clusters Score -30514.51 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -30577.878906 Penalty: 1893.450073
	Iteration 2F: 3 clusters Score -30577.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -30640.750000 Penalty: 1893.450073
	Iteration 3F: 3 clusters Score -30640.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -30692.591797 Penalty: 1893.450073
	Iteration 4Q: 3 clusters Score -30692.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -30741.591797 Penalty: 1893.450073
	Iteration 5Q: 3 clusters Score -30741.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -30828.978516 Penalty: 1893.450073
	Iteration 6Q: 3 clusters Score -30828.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -30872.375000 Penalty: 1893.450073
	Iteration 7Q: 3 clusters Score -30872.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -30911.603516 Penalty: 1893.450073
	Iteration 8Q: 3 clusters Score -30911.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -30935.695312 Penalty: 1893.450073
	Iteration 9Q: 3 clusters Score -30935.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -30946.218750 Penalty: 1893.450073
	Iteration 10Q: 3 clusters Score -30946.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -30946.218750 Penalty: 1893.450073
	Iteration 11F: 3 clusters Score -30946.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Entering Unmasked Estep 
Score: -92251.406250 Penalty: 1103.024780
	Iteration 0F: 2 clusters Score -92251.41 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 467 members 
Entering Unmasked Estep 
Score: -90894.531250 Penalty: 2206.049561
	Iteration 0F: 3 clusters Score -90894.53 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -91184.078125 Penalty: 2206.049561
	Iteration 1F: 3 clusters Score -91184.08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -91317.429688 Penalty: 2206.049561
	Iteration 2F: 3 clusters Score -91317.43 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -91385.414062 Penalty: 2206.049561
	Iteration 3F: 3 clusters Score -91385.41 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -91439.351562 Penalty: 2206.049561
	Iteration 4Q: 3 clusters Score -91439.35 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -91489.546875 Penalty: 2206.049561
	Iteration 5Q: 3 clusters Score -91489.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -91540.679688 Penalty: 2206.049561
	Iteration 6Q: 3 clusters Score -91540.68 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -91576.695312 Penalty: 2206.049561
	Iteration 7Q: 3 clusters Score -91576.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -91612.460938 Penalty: 2206.049561
	Iteration 8Q: 3 clusters Score -91612.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -91639.164062 Penalty: 2206.049561
	Iteration 9Q: 3 clusters Score -91639.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -91666.367188 Penalty: 2206.049561
	Iteration 10Q: 3 clusters Score -91666.37 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -91695.703125 Penalty: 2206.049561
	Iteration 11Q: 3 clusters Score -91695.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -91711.242188 Penalty: 2206.049561
	Iteration 12Q: 3 clusters Score -91711.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -91727.140625 Penalty: 2206.049561
	Iteration 13Q: 3 clusters Score -91727.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -91743.437500 Penalty: 2206.049561
	Iteration 14Q: 3 clusters Score -91743.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -91761.578125 Penalty: 2206.049561
	Iteration 15Q: 3 clusters Score -91761.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -91786.093750 Penalty: 2206.049561
	Iteration 16Q: 3 clusters Score -91786.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -91818.789062 Penalty: 2206.049561
	Iteration 17Q: 3 clusters Score -91818.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -91845.859375 Penalty: 2206.049561
	Iteration 18Q: 3 clusters Score -91845.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -91869.007812 Penalty: 2206.049561
	Iteration 19Q: 3 clusters Score -91869.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -91881.359375 Penalty: 2206.049561
	Iteration 20F: 3 clusters Score -91881.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -91895.000000 Penalty: 2206.049561
	Iteration 21Q: 3 clusters Score -91895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -91905.312500 Penalty: 2206.049561
	Iteration 22Q: 3 clusters Score -91905.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -91907.812500 Penalty: 2206.049561
	Iteration 23Q: 3 clusters Score -91907.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -91909.007812 Penalty: 2206.049561
	Iteration 24Q: 3 clusters Score -91909.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -91912.101562 Penalty: 2206.049561
	Iteration 25Q: 3 clusters Score -91912.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -91913.250000 Penalty: 2206.049561
	Iteration 26Q: 3 clusters Score -91913.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -91916.359375 Penalty: 2206.049561
	Iteration 27Q: 3 clusters Score -91916.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -91916.359375 Penalty: 2206.049561
	Iteration 28F: 3 clusters Score -91916.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -36777.125000 Penalty: 1001.880371
	Iteration 0F: 2 clusters Score -36777.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -35797.968750 Penalty: 2003.760742
	Iteration 0F: 3 clusters Score -35797.97 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -36060.984375 Penalty: 2003.760742
	Iteration 1F: 3 clusters Score -36060.98 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -36159.972656 Penalty: 2003.760742
	Iteration 2F: 3 clusters Score -36159.97 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -36222.289062 Penalty: 2003.760742
	Iteration 3F: 3 clusters Score -36222.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -36251.730469 Penalty: 2003.760742
	Iteration 4Q: 3 clusters Score -36251.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -36273.765625 Penalty: 2003.760742
	Iteration 5Q: 3 clusters Score -36273.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -36281.855469 Penalty: 2003.760742
	Iteration 6Q: 3 clusters Score -36281.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -36286.164062 Penalty: 2003.760742
	Iteration 7Q: 3 clusters Score -36286.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -36287.140625 Penalty: 2003.760742
	Iteration 8Q: 3 clusters Score -36287.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -36290.140625 Penalty: 2003.760742
	Iteration 9Q: 3 clusters Score -36290.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -36290.140625 Penalty: 2003.760742
	Iteration 10F: 3 clusters Score -36290.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (137312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137312 members 
Entering Unmasked Estep 
Score: -16241290.000000 Penalty: 1922.376831
	Iteration 0F: 2 clusters Score -1.624129e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68437 members 
Mstep: Class 2 contains 68875 members 
Entering Unmasked Estep 
Score: -16163717.000000 Penalty: 3844.753662
	Iteration 0F: 3 clusters Score -1.616372e+07 nChanged 66196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61829 members 
Mstep: Class 2 contains 75483 members 
Entering Unmasked Estep 
Score: -16204483.000000 Penalty: 3844.753662
	Iteration 1F: 3 clusters Score -1.620448e+07 nChanged 8004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56059 members 
Mstep: Class 2 contains 81253 members 
Entering Unmasked Estep 
Score: -16209265.000000 Penalty: 3844.753662
	Iteration 2F: 3 clusters Score -1.620926e+07 nChanged 10045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48050 members 
Mstep: Class 2 contains 89262 members 
Entering Unmasked Estep 
Score: -16217690.000000 Penalty: 3844.753662
	Iteration 3F: 3 clusters Score -1.621769e+07 nChanged 10533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41595 members 
Mstep: Class 2 contains 95717 members 
Entering Unmasked Estep 
Score: -16227830.000000 Penalty: 3844.753662
	Iteration 4F: 3 clusters Score -1.622783e+07 nChanged 9896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 98397 members 
Entering Unmasked Estep 
Score: -16237486.000000 Penalty: 3844.753662
	Iteration 5F: 3 clusters Score -1.623749e+07 nChanged 7913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39476 members 
Mstep: Class 2 contains 97836 members 
Entering Unmasked Estep 
Score: -16242872.000000 Penalty: 3844.753662
	Iteration 6F: 3 clusters Score -1.624287e+07 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40279 members 
Mstep: Class 2 contains 97033 members 
Entering Unmasked Estep 
Score: -16244688.000000 Penalty: 3844.753662
	Iteration 7Q: 3 clusters Score -1.624469e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40994 members 
Mstep: Class 2 contains 96318 members 
Entering Unmasked Estep 
Score: -16245828.000000 Penalty: 3844.753662
	Iteration 8Q: 3 clusters Score -1.624583e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41661 members 
Mstep: Class 2 contains 95651 members 
Entering Unmasked Estep 
Score: -16246594.000000 Penalty: 3844.753662
	Iteration 9Q: 3 clusters Score -1.624659e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42242 members 
Mstep: Class 2 contains 95070 members 
Entering Unmasked Estep 
Score: -16247197.000000 Penalty: 3844.753662
	Iteration 10Q: 3 clusters Score -1.62472e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42925 members 
Mstep: Class 2 contains 94387 members 
Entering Unmasked Estep 
Score: -16247495.000000 Penalty: 3844.753662
	Iteration 11Q: 3 clusters Score -1.62475e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43516 members 
Mstep: Class 2 contains 93796 members 
Entering Unmasked Estep 
Score: -16247932.000000 Penalty: 3844.753662
	Iteration 12Q: 3 clusters Score -1.624793e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43984 members 
Mstep: Class 2 contains 93328 members 
Entering Unmasked Estep 
Score: -16248185.000000 Penalty: 3844.753662
	Iteration 13Q: 3 clusters Score -1.624818e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44257 members 
Mstep: Class 2 contains 93055 members 
Entering Unmasked Estep 
Score: -16248352.000000 Penalty: 3844.753662
	Iteration 14Q: 3 clusters Score -1.624835e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44417 members 
Mstep: Class 2 contains 92895 members 
Entering Unmasked Estep 
Score: -16248417.000000 Penalty: 3844.753662
	Iteration 15Q: 3 clusters Score -1.624842e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44463 members 
Mstep: Class 2 contains 92849 members 
Entering Unmasked Estep 
Score: -16248479.000000 Penalty: 3844.753662
	Iteration 16Q: 3 clusters Score -1.624848e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44409 members 
Mstep: Class 2 contains 92903 members 
Entering Unmasked Estep 
Score: -16248484.000000 Penalty: 3844.753662
	Iteration 17Q: 3 clusters Score -1.624848e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44353 members 
Mstep: Class 2 contains 92959 members 
Entering Unmasked Estep 
Score: -16248479.000000 Penalty: 3844.753662
	Iteration 18Q: 3 clusters Score -1.624848e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44318 members 
Mstep: Class 2 contains 92994 members 
Entering Unmasked Estep 
Score: -16248425.000000 Penalty: 3844.753662
	Iteration 19Q: 3 clusters Score -1.624842e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44235 members 
Mstep: Class 2 contains 93077 members 
Entering Unmasked Estep 
Score: -16248433.000000 Penalty: 3844.753662
	Iteration 20F: 3 clusters Score -1.624843e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44191 members 
Mstep: Class 2 contains 93121 members 
Entering Unmasked Estep 
Score: -16248425.000000 Penalty: 3844.753662
	Iteration 21Q: 3 clusters Score -1.624842e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44108 members 
Mstep: Class 2 contains 93204 members 
Entering Unmasked Estep 
Score: -16248440.000000 Penalty: 3844.753662
	Iteration 22Q: 3 clusters Score -1.624844e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44030 members 
Mstep: Class 2 contains 93282 members 
Entering Unmasked Estep 
Score: -16248462.000000 Penalty: 3844.753662
	Iteration 23Q: 3 clusters Score -1.624846e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44006 members 
Mstep: Class 2 contains 93306 members 
Entering Unmasked Estep 
Score: -16248470.000000 Penalty: 3844.753662
	Iteration 24Q: 3 clusters Score -1.624847e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43998 members 
Mstep: Class 2 contains 93314 members 
Entering Unmasked Estep 
Score: -16248473.000000 Penalty: 3844.753662
	Iteration 25Q: 3 clusters Score -1.624847e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43968 members 
Mstep: Class 2 contains 93344 members 
Entering Unmasked Estep 
Score: -16248460.000000 Penalty: 3844.753662
	Iteration 26Q: 3 clusters Score -1.624846e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43943 members 
Mstep: Class 2 contains 93369 members 
Entering Unmasked Estep 
Score: -16248458.000000 Penalty: 3844.753662
	Iteration 27Q: 3 clusters Score -1.624846e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43934 members 
Mstep: Class 2 contains 93378 members 
Entering Unmasked Estep 
Score: -16248446.000000 Penalty: 3844.753662
	Iteration 28Q: 3 clusters Score -1.624845e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43923 members 
Mstep: Class 2 contains 93389 members 
Entering Unmasked Estep 
Score: -16248455.000000 Penalty: 3844.753662
	Iteration 29Q: 3 clusters Score -1.624846e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43907 members 
Mstep: Class 2 contains 93405 members 
Entering Unmasked Estep 
Score: -16248441.000000 Penalty: 3844.753662
	Iteration 30Q: 3 clusters Score -1.624844e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43898 members 
Mstep: Class 2 contains 93414 members 
Entering Unmasked Estep 
Score: -16248434.000000 Penalty: 3844.753662
	Iteration 31Q: 3 clusters Score -1.624843e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43887 members 
Mstep: Class 2 contains 93425 members 
Entering Unmasked Estep 
Score: -16248421.000000 Penalty: 3844.753662
	Iteration 32Q: 3 clusters Score -1.624842e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43876 members 
Mstep: Class 2 contains 93436 members 
Entering Unmasked Estep 
Score: -16248425.000000 Penalty: 3844.753662
	Iteration 33Q: 3 clusters Score -1.624842e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43871 members 
Mstep: Class 2 contains 93441 members 
Entering Unmasked Estep 
Score: -16248425.000000 Penalty: 3844.753662
	Iteration 34Q: 3 clusters Score -1.624842e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43872 members 
Mstep: Class 2 contains 93440 members 
Entering Unmasked Estep 
Score: -16248424.000000 Penalty: 3844.753662
	Iteration 35Q: 3 clusters Score -1.624842e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43875 members 
Mstep: Class 2 contains 93437 members 
Entering Unmasked Estep 
Score: -16248422.000000 Penalty: 3844.753662
	Iteration 36Q: 3 clusters Score -1.624842e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43875 members 
Mstep: Class 2 contains 93437 members 
Entering Unmasked Estep 
Score: -16248423.000000 Penalty: 3844.753662
	Iteration 37Q: 3 clusters Score -1.624842e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43874 members 
Mstep: Class 2 contains 93438 members 
Entering Unmasked Estep 
Score: -16248421.000000 Penalty: 3844.753662
	Iteration 38Q: 3 clusters Score -1.624842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43875 members 
Mstep: Class 2 contains 93437 members 
Entering Unmasked Estep 
Score: -16248423.000000 Penalty: 3844.753662
	Iteration 39Q: 3 clusters Score -1.624842e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43874 members 
Mstep: Class 2 contains 93438 members 
Entering Unmasked Estep 
Score: -16248420.000000 Penalty: 3844.753662
	Iteration 40F: 3 clusters Score -1.624842e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43875 members 
Mstep: Class 2 contains 93437 members 
Entering Unmasked Estep 
Score: -16248423.000000 Penalty: 3844.753662
	Iteration 41Q: 3 clusters Score -1.624842e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43876 members 
Mstep: Class 2 contains 93436 members 
Entering Unmasked Estep 
Score: -16248411.000000 Penalty: 3844.753662
	Iteration 42Q: 3 clusters Score -1.624841e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43876 members 
Mstep: Class 2 contains 93436 members 
Entering Unmasked Estep 
Score: -16248411.000000 Penalty: 3844.753662
	Iteration 43F: 3 clusters Score -1.624841e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 118730 members 
Mstep: Class 3 contains 4141 members 
Mstep: Class 4 contains 19594 members 
Mstep: Class 5 contains 559 members 
Mstep: Class 6 contains 714 members 
Mstep: Class 7 contains 106951 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192902 members 
Mstep: Class 11 contains 22707 members 
Mstep: Class 12 contains 29827 members 
Mstep: Class 13 contains 39962 members 
Mstep: Class 14 contains 16552 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 96666 members 
Mstep: Class 17 contains 10582 members 
Mstep: Class 18 contains 8913 members 
Mstep: Class 19 contains 22876 members 
Mstep: Class 20 contains 1478 members 
Mstep: Class 21 contains 31773 members 
Mstep: Class 22 contains 95334 members 
Mstep: Class 23 contains 90216 members 
Mstep: Class 24 contains 13179 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 547 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 12883 members 
Mstep: Class 29 contains 51425 members 
Mstep: Class 30 contains 3796 members 
Mstep: Class 31 contains 8925 members 
Mstep: Class 32 contains 7435 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 91662 members 
Mstep: Class 35 contains 92057 members 
Mstep: Class 36 contains 98836 members 
Mstep: Class 37 contains 9699 members 
Mstep: Class 38 contains 80160 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 887 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 43876 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 73345 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 62690 members 
Mstep: Class 48 contains 19958 members 
Mstep: Class 49 contains 736 members 
Mstep: Class 50 contains 37489 members 
Mstep: Class 51 contains 93436 members 
Entering Unmasked Estep 
Score: -194645088.000000 Penalty: 119004.437500
Splitting cluster 42 changes total score from -194626496.000000 to -194645088.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 43 (1012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Entering Unmasked Estep 
Score: -95543.367188 Penalty: 1124.448608
	Iteration 0F: 2 clusters Score -95543.37 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 513 members 
Entering Unmasked Estep 
Score: -94154.023438 Penalty: 2248.897217
	Iteration 0F: 3 clusters Score -94154.02 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -94481.578125 Penalty: 2248.897217
	Iteration 1F: 3 clusters Score -94481.58 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -94599.171875 Penalty: 2248.897217
	Iteration 2F: 3 clusters Score -94599.17 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -94705.867188 Penalty: 2248.897217
	Iteration 3F: 3 clusters Score -94705.87 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -94779.421875 Penalty: 2248.897217
	Iteration 4F: 3 clusters Score -94779.42 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -94836.742188 Penalty: 2248.897217
	Iteration 5Q: 3 clusters Score -94836.74 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -94908.765625 Penalty: 2248.897217
	Iteration 6Q: 3 clusters Score -94908.77 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -94967.257812 Penalty: 2248.897217
	Iteration 7Q: 3 clusters Score -94967.26 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -95011.273438 Penalty: 2248.897217
	Iteration 8Q: 3 clusters Score -95011.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -95050.601562 Penalty: 2248.897217
	Iteration 9Q: 3 clusters Score -95050.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -95077.679688 Penalty: 2248.897217
	Iteration 10Q: 3 clusters Score -95077.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -95089.695312 Penalty: 2248.897217
	Iteration 11Q: 3 clusters Score -95089.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -95101.664062 Penalty: 2248.897217
	Iteration 12Q: 3 clusters Score -95101.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -95116.078125 Penalty: 2248.897217
	Iteration 13Q: 3 clusters Score -95116.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -95131.257812 Penalty: 2248.897217
	Iteration 14Q: 3 clusters Score -95131.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -95140.617188 Penalty: 2248.897217
	Iteration 15Q: 3 clusters Score -95140.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -95146.226562 Penalty: 2248.897217
	Iteration 16Q: 3 clusters Score -95146.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -95154.015625 Penalty: 2248.897217
	Iteration 17Q: 3 clusters Score -95154.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -95168.531250 Penalty: 2248.897217
	Iteration 18Q: 3 clusters Score -95168.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -95170.226562 Penalty: 2248.897217
	Iteration 19Q: 3 clusters Score -95170.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -95173.453125 Penalty: 2248.897217
	Iteration 20F: 3 clusters Score -95173.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (73345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73345 members 
Entering Unmasked Estep 
Score: -8654814.000000 Penalty: 1820.476074
	Iteration 0F: 2 clusters Score -8654814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36591 members 
Mstep: Class 2 contains 36754 members 
Entering Unmasked Estep 
Score: -8605653.000000 Penalty: 3640.952148
	Iteration 0F: 3 clusters Score -8605653 nChanged 35053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -8625821.000000 Penalty: 3640.952148
	Iteration 1F: 3 clusters Score -8625821 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35744 members 
Mstep: Class 2 contains 37601 members 
Entering Unmasked Estep 
Score: -8626455.000000 Penalty: 3640.952148
	Iteration 2Q: 3 clusters Score -8626455 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35057 members 
Mstep: Class 2 contains 38288 members 
Entering Unmasked Estep 
Score: -8627166.000000 Penalty: 3640.952148
	Iteration 3Q: 3 clusters Score -8627166 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34021 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -8628059.000000 Penalty: 3640.952148
	Iteration 4Q: 3 clusters Score -8628059 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 40856 members 
Entering Unmasked Estep 
Score: -8629522.000000 Penalty: 3640.952148
	Iteration 5Q: 3 clusters Score -8629522 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 42899 members 
Entering Unmasked Estep 
Score: -8631768.000000 Penalty: 3640.952148
	Iteration 6F: 3 clusters Score -8631768 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 45305 members 
Entering Unmasked Estep 
Score: -8634662.000000 Penalty: 3640.952148
	Iteration 7F: 3 clusters Score -8634662 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 47626 members 
Entering Unmasked Estep 
Score: -8637849.000000 Penalty: 3640.952148
	Iteration 8F: 3 clusters Score -8637849 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 49639 members 
Entering Unmasked Estep 
Score: -8640521.000000 Penalty: 3640.952148
	Iteration 9F: 3 clusters Score -8640521 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 51228 members 
Entering Unmasked Estep 
Score: -8641871.000000 Penalty: 3640.952148
	Iteration 10Q: 3 clusters Score -8641871 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 52673 members 
Entering Unmasked Estep 
Score: -8642618.000000 Penalty: 3640.952148
	Iteration 11Q: 3 clusters Score -8642618 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 54121 members 
Entering Unmasked Estep 
Score: -8643246.000000 Penalty: 3640.952148
	Iteration 12Q: 3 clusters Score -8643246 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 55594 members 
Entering Unmasked Estep 
Score: -8643897.000000 Penalty: 3640.952148
	Iteration 13Q: 3 clusters Score -8643897 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 57010 members 
Entering Unmasked Estep 
Score: -8644640.000000 Penalty: 3640.952148
	Iteration 14Q: 3 clusters Score -8644640 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 58416 members 
Entering Unmasked Estep 
Score: -8645431.000000 Penalty: 3640.952148
	Iteration 15Q: 3 clusters Score -8645431 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 59710 members 
Entering Unmasked Estep 
Score: -8646306.000000 Penalty: 3640.952148
	Iteration 16Q: 3 clusters Score -8646306 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 60879 members 
Entering Unmasked Estep 
Score: -8647307.000000 Penalty: 3640.952148
	Iteration 17Q: 3 clusters Score -8647307 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 61853 members 
Entering Unmasked Estep 
Score: -8648344.000000 Penalty: 3640.952148
	Iteration 18Q: 3 clusters Score -8648344 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 62506 members 
Entering Unmasked Estep 
Score: -8649390.000000 Penalty: 3640.952148
	Iteration 19Q: 3 clusters Score -8649390 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 62945 members 
Entering Unmasked Estep 
Score: -8650259.000000 Penalty: 3640.952148
	Iteration 20F: 3 clusters Score -8650259 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 63174 members 
Entering Unmasked Estep 
Score: -8651113.000000 Penalty: 3640.952148
	Iteration 21Q: 3 clusters Score -8651113 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 63200 members 
Entering Unmasked Estep 
Score: -8651768.000000 Penalty: 3640.952148
	Iteration 22Q: 3 clusters Score -8651768 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 63137 members 
Entering Unmasked Estep 
Score: -8652234.000000 Penalty: 3640.952148
	Iteration 23Q: 3 clusters Score -8652234 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 63029 members 
Entering Unmasked Estep 
Score: -8652520.000000 Penalty: 3640.952148
	Iteration 24Q: 3 clusters Score -8652520 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 62900 members 
Entering Unmasked Estep 
Score: -8652755.000000 Penalty: 3640.952148
	Iteration 25Q: 3 clusters Score -8652755 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 62768 members 
Entering Unmasked Estep 
Score: -8652838.000000 Penalty: 3640.952148
	Iteration 26Q: 3 clusters Score -8652838 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 62641 members 
Entering Unmasked Estep 
Score: -8652961.000000 Penalty: 3640.952148
	Iteration 27Q: 3 clusters Score -8652961 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 62536 members 
Entering Unmasked Estep 
Score: -8652973.000000 Penalty: 3640.952148
	Iteration 28Q: 3 clusters Score -8652973 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 62451 members 
Entering Unmasked Estep 
Score: -8652966.000000 Penalty: 3640.952148
	Iteration 29Q: 3 clusters Score -8652966 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 62366 members 
Entering Unmasked Estep 
Score: -8652968.000000 Penalty: 3640.952148
	Iteration 30Q: 3 clusters Score -8652968 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 62286 members 
Entering Unmasked Estep 
Score: -8653010.000000 Penalty: 3640.952148
	Iteration 31Q: 3 clusters Score -8653010 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 62231 members 
Entering Unmasked Estep 
Score: -8652991.000000 Penalty: 3640.952148
	Iteration 32Q: 3 clusters Score -8652991 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 62200 members 
Entering Unmasked Estep 
Score: -8652987.000000 Penalty: 3640.952148
	Iteration 33Q: 3 clusters Score -8652987 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 62172 members 
Entering Unmasked Estep 
Score: -8653006.000000 Penalty: 3640.952148
	Iteration 34Q: 3 clusters Score -8653006 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 62139 members 
Entering Unmasked Estep 
Score: -8653007.000000 Penalty: 3640.952148
	Iteration 35Q: 3 clusters Score -8653007 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 62099 members 
Entering Unmasked Estep 
Score: -8653018.000000 Penalty: 3640.952148
	Iteration 36Q: 3 clusters Score -8653018 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 62052 members 
Entering Unmasked Estep 
Score: -8653022.000000 Penalty: 3640.952148
	Iteration 37Q: 3 clusters Score -8653022 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 62004 members 
Entering Unmasked Estep 
Score: -8653023.000000 Penalty: 3640.952148
	Iteration 38Q: 3 clusters Score -8653023 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 61965 members 
Entering Unmasked Estep 
Score: -8653029.000000 Penalty: 3640.952148
	Iteration 39Q: 3 clusters Score -8653029 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 61933 members 
Entering Unmasked Estep 
Score: -8653055.000000 Penalty: 3640.952148
	Iteration 40F: 3 clusters Score -8653055 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 61864 members 
Entering Unmasked Estep 
Score: -8653078.000000 Penalty: 3640.952148
	Iteration 41Q: 3 clusters Score -8653078 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 61802 members 
Entering Unmasked Estep 
Score: -8653070.000000 Penalty: 3640.952148
	Iteration 42Q: 3 clusters Score -8653070 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 61738 members 
Entering Unmasked Estep 
Score: -8653086.000000 Penalty: 3640.952148
	Iteration 43Q: 3 clusters Score -8653086 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 61678 members 
Entering Unmasked Estep 
Score: -8653061.000000 Penalty: 3640.952148
	Iteration 44Q: 3 clusters Score -8653061 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 61600 members 
Entering Unmasked Estep 
Score: -8653041.000000 Penalty: 3640.952148
	Iteration 45Q: 3 clusters Score -8653041 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 61520 members 
Entering Unmasked Estep 
Score: -8653040.000000 Penalty: 3640.952148
	Iteration 46Q: 3 clusters Score -8653040 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 61447 members 
Entering Unmasked Estep 
Score: -8653035.000000 Penalty: 3640.952148
	Iteration 47Q: 3 clusters Score -8653035 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 61384 members 
Entering Unmasked Estep 
Score: -8653042.000000 Penalty: 3640.952148
	Iteration 48Q: 3 clusters Score -8653042 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 61323 members 
Entering Unmasked Estep 
Score: -8653027.000000 Penalty: 3640.952148
	Iteration 49Q: 3 clusters Score -8653027 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 61266 members 
Entering Unmasked Estep 
Score: -8653036.000000 Penalty: 3640.952148
	Iteration 50Q: 3 clusters Score -8653036 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 61211 members 
Entering Unmasked Estep 
Score: -8653034.000000 Penalty: 3640.952148
	Iteration 51Q: 3 clusters Score -8653034 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 61153 members 
Entering Unmasked Estep 
Score: -8653048.000000 Penalty: 3640.952148
	Iteration 52Q: 3 clusters Score -8653048 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 61099 members 
Entering Unmasked Estep 
Score: -8653038.000000 Penalty: 3640.952148
	Iteration 53Q: 3 clusters Score -8653038 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 61049 members 
Entering Unmasked Estep 
Score: -8653035.000000 Penalty: 3640.952148
	Iteration 54Q: 3 clusters Score -8653035 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 60997 members 
Entering Unmasked Estep 
Score: -8653036.000000 Penalty: 3640.952148
	Iteration 55Q: 3 clusters Score -8653036 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 60935 members 
Entering Unmasked Estep 
Score: -8653039.000000 Penalty: 3640.952148
	Iteration 56Q: 3 clusters Score -8653039 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 60883 members 
Entering Unmasked Estep 
Score: -8653045.000000 Penalty: 3640.952148
	Iteration 57Q: 3 clusters Score -8653045 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 60807 members 
Entering Unmasked Estep 
Score: -8653034.000000 Penalty: 3640.952148
	Iteration 58Q: 3 clusters Score -8653034 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 60735 members 
Entering Unmasked Estep 
Score: -8653041.000000 Penalty: 3640.952148
	Iteration 59Q: 3 clusters Score -8653041 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 60666 members 
Entering Unmasked Estep 
Score: -8653047.000000 Penalty: 3640.952148
	Iteration 60F: 3 clusters Score -8653047 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 60598 members 
Entering Unmasked Estep 
Score: -8653056.000000 Penalty: 3640.952148
	Iteration 61Q: 3 clusters Score -8653056 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 60542 members 
Entering Unmasked Estep 
Score: -8653054.000000 Penalty: 3640.952148
	Iteration 62Q: 3 clusters Score -8653054 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 60496 members 
Entering Unmasked Estep 
Score: -8653059.000000 Penalty: 3640.952148
	Iteration 63Q: 3 clusters Score -8653059 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 60457 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8653032 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 60415 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8653040 nChanged 49
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Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 60366 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8653030 nChanged 38
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Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 60328 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8653026 nChanged 37
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8653026 nChanged 29
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Mstep: Class 1 contains 13081 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8653016 nChanged 27
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Mstep: Class 2 contains 60237 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8653000 nChanged 20
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Mstep: Class 2 contains 60217 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8652998 nChanged 21
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Mstep: Class 2 contains 60196 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8652991 nChanged 16
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Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 60182 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8652999 nChanged 21
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Mstep: Class 2 contains 60161 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8652998 nChanged 21
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Mstep: Class 2 contains 60140 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8653003 nChanged 20
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8652998 nChanged 22
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Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 60098 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8653014 nChanged 16
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Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 60082 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8653016 nChanged 17
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Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 60065 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8653024 nChanged 21
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Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 60044 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8653020 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 60018 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8653020 nChanged 28
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Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 59990 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8653019 nChanged 27
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Mstep: Class 1 contains 13382 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8653024 nChanged 29
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Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 59934 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8653027 nChanged 26
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Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 59908 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8653017 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13470 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8653023 nChanged 28
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Mstep: Class 1 contains 13498 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8653026 nChanged 32
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Mstep: Class 1 contains 13530 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8653025 nChanged 40
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8653028 nChanged 43
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Mstep: Class 2 contains 59732 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8653021 nChanged 46
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Mstep: Class 2 contains 59688 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8653026 nChanged 38
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Mstep: Class 2 contains 59650 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8653022 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 59620 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8653021 nChanged 33
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Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 59587 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8653009 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 59554 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8653016 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 59522 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8653020 nChanged 34
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Mstep: Class 2 contains 59488 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8653003 nChanged 34
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Mstep: Class 2 contains 59454 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8653009 nChanged 27
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Mstep: Class 2 contains 59427 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8652982 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13975 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8652996 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 2 contains 59346 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8652999 nChanged 23
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Mstep: Class 2 contains 59323 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8652994 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 59294 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8652999 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 59268 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8652986 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 59245 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8652989 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 59224 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8652992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 59206 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8652980 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 59194 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8652976 nChanged 14
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Mstep: Class 2 contains 59180 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8652979 nChanged 16
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8652970 nChanged 23
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Mstep: Class 2 contains 59141 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8652981 nChanged 17
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Mstep: Class 1 contains 14221 members 
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	Iteration 113Q: 3 clusters Score -8652989 nChanged 19
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	Iteration 114Q: 3 clusters Score -8652986 nChanged 16
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	Iteration 115Q: 3 clusters Score -8652991 nChanged 20
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	Iteration 116Q: 3 clusters Score -8652979 nChanged 18
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8652975 nChanged 17
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	Iteration 118Q: 3 clusters Score -8652978 nChanged 14
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	Iteration 119Q: 3 clusters Score -8652981 nChanged 20
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	Iteration 120F: 3 clusters Score -8652978 nChanged 21
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8652983 nChanged 22
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Mstep: Class 2 contains 58957 members 
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	Iteration 122Q: 3 clusters Score -8652994 nChanged 25
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	Iteration 123Q: 3 clusters Score -8652976 nChanged 23
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	Iteration 124Q: 3 clusters Score -8652980 nChanged 26
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -8652982 nChanged 23
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	Iteration 126Q: 3 clusters Score -8652992 nChanged 22
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	Iteration 127Q: 3 clusters Score -8652984 nChanged 24
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	Iteration 128Q: 3 clusters Score -8652994 nChanged 30
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	Iteration 129Q: 3 clusters Score -8652998 nChanged 25
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	Iteration 130Q: 3 clusters Score -8652996 nChanged 32
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	Iteration 131Q: 3 clusters Score -8653004 nChanged 40
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	Iteration 132Q: 3 clusters Score -8652999 nChanged 52
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	Iteration 133Q: 3 clusters Score -8653007 nChanged 53
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	Iteration 134Q: 3 clusters Score -8652993 nChanged 39
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -8652985 nChanged 41
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	Iteration 136Q: 3 clusters Score -8652997 nChanged 41
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	Iteration 137Q: 3 clusters Score -8652988 nChanged 38
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	Iteration 138Q: 3 clusters Score -8652988 nChanged 41
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	Iteration 139Q: 3 clusters Score -8652983 nChanged 37
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	Iteration 140F: 3 clusters Score -8652988 nChanged 38
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	Iteration 141Q: 3 clusters Score -8652989 nChanged 30
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	Iteration 142Q: 3 clusters Score -8653010 nChanged 35
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	Iteration 143Q: 3 clusters Score -8653001 nChanged 31
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	Iteration 145Q: 3 clusters Score -8653025 nChanged 24
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -8653020 nChanged 26
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -8653031 nChanged 32
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	Iteration 148Q: 3 clusters Score -8653003 nChanged 28
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	Iteration 149Q: 3 clusters Score -8653019 nChanged 34
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	Iteration 150Q: 3 clusters Score -8653014 nChanged 33
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	Iteration 151Q: 3 clusters Score -8653011 nChanged 36
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	Iteration 152Q: 3 clusters Score -8653019 nChanged 39
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	Iteration 153Q: 3 clusters Score -8653025 nChanged 40
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	Iteration 154Q: 3 clusters Score -8653015 nChanged 55
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -8653021 nChanged 55
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	Iteration 156Q: 3 clusters Score -8653010 nChanged 59
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Mstep: Class 2 contains 57730 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -8653012 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 57649 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -8652999 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 57591 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -8652988 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 57549 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -8652998 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 57502 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -8653007 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 57462 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -8653011 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 57424 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -8653007 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 57380 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -8653001 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 57346 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -8653006 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 57323 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -8653002 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 57293 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -8653006 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 57267 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -8653016 nChanged 19
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Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 57248 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -8653009 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 57234 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -8653005 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 57214 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -8653005 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 57195 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -8652989 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 57162 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -8652984 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 57129 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -8652989 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 57099 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -8652987 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 57067 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -8652990 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 57024 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -8652991 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 56987 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -8652965 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 56953 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -8652952 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 56914 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -8652953 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 56882 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -8652961 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 56852 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -8652943 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 56826 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -8652947 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 56795 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -8652947 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 56761 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -8652934 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 56735 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -8652934 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 56712 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -8652942 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 56686 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -8652926 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 56662 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -8652931 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 56637 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -8652934 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 56614 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -8652931 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 56583 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -8652938 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 56547 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -8652938 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 56505 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -8652940 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 56461 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -8652935 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 56413 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -8652936 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 56369 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -8652931 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 56324 members 
Entering Unmasked Estep 
Score: -8652918.000000 Penalty: 3640.952148
	Iteration 198Q: 3 clusters Score -8652918 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 56277 members 
Entering Unmasked Estep 
Score: -8652916.000000 Penalty: 3640.952148
	Iteration 199Q: 3 clusters Score -8652916 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 56239 members 
Entering Unmasked Estep 
Score: -8652919.000000 Penalty: 3640.952148
	Iteration 200F: 3 clusters Score -8652919 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 56206 members 
Entering Unmasked Estep 
Score: -8652927.000000 Penalty: 3640.952148
	Iteration 201Q: 3 clusters Score -8652927 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 56177 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -8652931 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 56141 members 
Entering Unmasked Estep 
Score: -8652923.000000 Penalty: 3640.952148
	Iteration 203Q: 3 clusters Score -8652923 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 56116 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -8652931 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 56083 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -8652927 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 56053 members 
Entering Unmasked Estep 
Score: -8652925.000000 Penalty: 3640.952148
	Iteration 206Q: 3 clusters Score -8652925 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 56025 members 
Entering Unmasked Estep 
Score: -8652914.000000 Penalty: 3640.952148
	Iteration 207Q: 3 clusters Score -8652914 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 55998 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -8652916 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 55973 members 
Entering Unmasked Estep 
Score: -8652920.000000 Penalty: 3640.952148
	Iteration 209Q: 3 clusters Score -8652920 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 55952 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -8652915 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 55925 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -8652931 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 55904 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -8652927 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 55877 members 
Entering Unmasked Estep 
Score: -8652917.000000 Penalty: 3640.952148
	Iteration 213Q: 3 clusters Score -8652917 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 55842 members 
Entering Unmasked Estep 
Score: -8652937.000000 Penalty: 3640.952148
	Iteration 214Q: 3 clusters Score -8652937 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 55809 members 
Entering Unmasked Estep 
Score: -8652933.000000 Penalty: 3640.952148
	Iteration 215Q: 3 clusters Score -8652933 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 55784 members 
Entering Unmasked Estep 
Score: -8652935.000000 Penalty: 3640.952148
	Iteration 216Q: 3 clusters Score -8652935 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 55760 members 
Entering Unmasked Estep 
Score: -8652922.000000 Penalty: 3640.952148
	Iteration 217Q: 3 clusters Score -8652922 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 55739 members 
Entering Unmasked Estep 
Score: -8652919.000000 Penalty: 3640.952148
	Iteration 218Q: 3 clusters Score -8652919 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 55717 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -8652919 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 55701 members 
Entering Unmasked Estep 
Score: -8652918.000000 Penalty: 3640.952148
	Iteration 220F: 3 clusters Score -8652918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 55688 members 
Entering Unmasked Estep 
Score: -8652917.000000 Penalty: 3640.952148
	Iteration 221Q: 3 clusters Score -8652917 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 55675 members 
Entering Unmasked Estep 
Score: -8652920.000000 Penalty: 3640.952148
	Iteration 222Q: 3 clusters Score -8652920 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 55661 members 
Entering Unmasked Estep 
Score: -8652930.000000 Penalty: 3640.952148
	Iteration 223Q: 3 clusters Score -8652930 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 55642 members 
Entering Unmasked Estep 
Score: -8652926.000000 Penalty: 3640.952148
	Iteration 224Q: 3 clusters Score -8652926 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 55632 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -8652930 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 55625 members 
Entering Unmasked Estep 
Score: -8652933.000000 Penalty: 3640.952148
	Iteration 226Q: 3 clusters Score -8652933 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 55620 members 
Entering Unmasked Estep 
Score: -8652932.000000 Penalty: 3640.952148
	Iteration 227Q: 3 clusters Score -8652932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 55616 members 
Entering Unmasked Estep 
Score: -8652934.000000 Penalty: 3640.952148
	Iteration 228Q: 3 clusters Score -8652934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 55611 members 
Entering Unmasked Estep 
Score: -8652936.000000 Penalty: 3640.952148
	Iteration 229Q: 3 clusters Score -8652936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 55604 members 
Entering Unmasked Estep 
Score: -8652936.000000 Penalty: 3640.952148
	Iteration 230Q: 3 clusters Score -8652936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 55598 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -8652934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 55594 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -8652930 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 55588 members 
Entering Unmasked Estep 
Score: -8652929.000000 Penalty: 3640.952148
	Iteration 233Q: 3 clusters Score -8652929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 55582 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -8652930 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 55577 members 
Entering Unmasked Estep 
Score: -8652937.000000 Penalty: 3640.952148
	Iteration 235Q: 3 clusters Score -8652937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 55573 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -8652932 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 55570 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -8652935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 55567 members 
Entering Unmasked Estep 
Score: -8652928.000000 Penalty: 3640.952148
	Iteration 238Q: 3 clusters Score -8652928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 55562 members 
Entering Unmasked Estep 
Score: -8652933.000000 Penalty: 3640.952148
	Iteration 239Q: 3 clusters Score -8652933 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 55557 members 
Entering Unmasked Estep 
Score: -8652926.000000 Penalty: 3640.952148
	Iteration 240F: 3 clusters Score -8652926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 55553 members 
Entering Unmasked Estep 
Score: -8652922.000000 Penalty: 3640.952148
	Iteration 241Q: 3 clusters Score -8652922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 55546 members 
Entering Unmasked Estep 
Score: -8652925.000000 Penalty: 3640.952148
	Iteration 242Q: 3 clusters Score -8652925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 55537 members 
Entering Unmasked Estep 
Score: -8652931.000000 Penalty: 3640.952148
	Iteration 243Q: 3 clusters Score -8652931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 55533 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -8652930 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 55530 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -8652934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 55528 members 
Entering Unmasked Estep 
Score: -8652936.000000 Penalty: 3640.952148
	Iteration 246Q: 3 clusters Score -8652936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 55526 members 
Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -8652931 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 55526 members 
Entering Unmasked Estep 
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	Iteration 248F: 3 clusters Score -8652931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 398 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -35283.92 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 189 members 
Entering Unmasked Estep 
Score: -34342.355469 Penalty: 1945.596924
	Iteration 0F: 3 clusters Score -34342.36 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -34471.085938 Penalty: 1945.596924
	Iteration 1F: 3 clusters Score -34471.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -34531.355469 Penalty: 1945.596924
	Iteration 2F: 3 clusters Score -34531.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -34600.480469 Penalty: 1945.596924
	Iteration 3Q: 3 clusters Score -34600.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -34676.773438 Penalty: 1945.596924
	Iteration 4Q: 3 clusters Score -34676.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -34715.781250 Penalty: 1945.596924
	Iteration 5Q: 3 clusters Score -34715.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -34747.609375 Penalty: 1945.596924
	Iteration 6Q: 3 clusters Score -34747.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -34755.800781 Penalty: 1945.596924
	Iteration 7Q: 3 clusters Score -34755.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -34763.238281 Penalty: 1945.596924
	Iteration 8Q: 3 clusters Score -34763.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -34768.515625 Penalty: 1945.596924
	Iteration 9Q: 3 clusters Score -34768.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -34772.707031 Penalty: 1945.596924
	Iteration 10Q: 3 clusters Score -34772.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -34780.679688 Penalty: 1945.596924
	Iteration 11Q: 3 clusters Score -34780.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -34796.714844 Penalty: 1945.596924
	Iteration 12Q: 3 clusters Score -34796.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -34825.078125 Penalty: 1945.596924
	Iteration 13Q: 3 clusters Score -34825.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -34844.773438 Penalty: 1945.596924
	Iteration 14Q: 3 clusters Score -34844.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -34855.109375 Penalty: 1945.596924
	Iteration 15Q: 3 clusters Score -34855.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -34862.496094 Penalty: 1945.596924
	Iteration 16Q: 3 clusters Score -34862.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -34871.878906 Penalty: 1945.596924
	Iteration 17Q: 3 clusters Score -34871.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -34884.113281 Penalty: 1945.596924
	Iteration 18Q: 3 clusters Score -34884.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -34889.910156 Penalty: 1945.596924
	Iteration 19Q: 3 clusters Score -34889.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -34897.996094 Penalty: 1945.596924
	Iteration 20F: 3 clusters Score -34898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Entering Unmasked Estep 
Score: -22176.113281 Penalty: 948.156738
	Iteration 0F: 2 clusters Score -22176.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -21390.484375 Penalty: 1896.313477
	Iteration 0F: 3 clusters Score -21390.48 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -21607.931641 Penalty: 1896.313477
	Iteration 1F: 3 clusters Score -21607.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -21724.244141 Penalty: 1896.313477
	Iteration 2F: 3 clusters Score -21724.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21778.257812 Penalty: 1896.313477
	Iteration 3F: 3 clusters Score -21778.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -21816.322266 Penalty: 1896.313477
	Iteration 4Q: 3 clusters Score -21816.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -21816.322266 Penalty: 1896.313477
	Iteration 5F: 3 clusters Score -21816.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (62690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62690 members 
Entering Unmasked Estep 
Score: -7418260.000000 Penalty: 1794.968140
	Iteration 0F: 2 clusters Score -7418260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -7376609.500000 Penalty: 3589.936279
	Iteration 0F: 3 clusters Score -7376610 nChanged 29589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30453 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -7393319.000000 Penalty: 3589.936279
	Iteration 1F: 3 clusters Score -7393319 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29877 members 
Mstep: Class 2 contains 32813 members 
Entering Unmasked Estep 
Score: -7393714.500000 Penalty: 3589.936279
	Iteration 2Q: 3 clusters Score -7393714 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29063 members 
Mstep: Class 2 contains 33627 members 
Entering Unmasked Estep 
Score: -7394079.500000 Penalty: 3589.936279
	Iteration 3Q: 3 clusters Score -7394080 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27841 members 
Mstep: Class 2 contains 34849 members 
Entering Unmasked Estep 
Score: -7394546.500000 Penalty: 3589.936279
	Iteration 4Q: 3 clusters Score -7394546 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 36697 members 
Entering Unmasked Estep 
Score: -7395258.000000 Penalty: 3589.936279
	Iteration 5Q: 3 clusters Score -7395258 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 39492 members 
Entering Unmasked Estep 
Score: -7396563.500000 Penalty: 3589.936279
	Iteration 6Q: 3 clusters Score -7396564 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 43436 members 
Entering Unmasked Estep 
Score: -7398989.500000 Penalty: 3589.936279
	Iteration 7F: 3 clusters Score -7398990 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 48580 members 
Entering Unmasked Estep 
Score: -7402956.500000 Penalty: 3589.936279
	Iteration 8F: 3 clusters Score -7402956 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 54294 members 
Entering Unmasked Estep 
Score: -7408241.500000 Penalty: 3589.936279
	Iteration 9F: 3 clusters Score -7408242 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 59040 members 
Entering Unmasked Estep 
Score: -7413082.000000 Penalty: 3589.936279
	Iteration 10F: 3 clusters Score -7413082 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 61575 members 
Entering Unmasked Estep 
Score: -7415577.500000 Penalty: 3589.936279
	Iteration 11Q: 3 clusters Score -7415578 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 62363 members 
Entering Unmasked Estep 
Score: -7416314.000000 Penalty: 3589.936279
	Iteration 12Q: 3 clusters Score -7416314 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 62529 members 
Entering Unmasked Estep 
Score: -7416495.500000 Penalty: 3589.936279
	Iteration 13Q: 3 clusters Score -7416496 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 62560 members 
Entering Unmasked Estep 
Score: -7416570.500000 Penalty: 3589.936279
	Iteration 14Q: 3 clusters Score -7416570 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 62569 members 
Entering Unmasked Estep 
Score: -7416608.000000 Penalty: 3589.936279
	Iteration 15Q: 3 clusters Score -7416608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 62576 members 
Entering Unmasked Estep 
Score: -7416623.500000 Penalty: 3589.936279
	Iteration 16Q: 3 clusters Score -7416624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 62580 members 
Entering Unmasked Estep 
Score: -7416631.500000 Penalty: 3589.936279
	Iteration 17Q: 3 clusters Score -7416632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 62580 members 
Entering Unmasked Estep 
Score: -7416631.500000 Penalty: 3589.936279
	Iteration 18F: 3 clusters Score -7416632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 118730 members 
Mstep: Class 3 contains 4141 members 
Mstep: Class 4 contains 19594 members 
Mstep: Class 5 contains 559 members 
Mstep: Class 6 contains 714 members 
Mstep: Class 7 contains 106951 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192902 members 
Mstep: Class 11 contains 22707 members 
Mstep: Class 12 contains 29827 members 
Mstep: Class 13 contains 39962 members 
Mstep: Class 14 contains 16552 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 96666 members 
Mstep: Class 17 contains 10582 members 
Mstep: Class 18 contains 8913 members 
Mstep: Class 19 contains 22876 members 
Mstep: Class 20 contains 1478 members 
Mstep: Class 21 contains 31773 members 
Mstep: Class 22 contains 95334 members 
Mstep: Class 23 contains 90216 members 
Mstep: Class 24 contains 13179 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 547 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 12883 members 
Mstep: Class 29 contains 51425 members 
Mstep: Class 30 contains 3796 members 
Mstep: Class 31 contains 8925 members 
Mstep: Class 32 contains 7435 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 91662 members 
Mstep: Class 35 contains 92057 members 
Mstep: Class 36 contains 98836 members 
Mstep: Class 37 contains 9699 members 
Mstep: Class 38 contains 80160 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 887 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 43876 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 73345 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 62690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194653184.000000 Penalty: 119004.437500
Iteration 159Q: 52 clusters Score -1.946532e+08 nChanged 27158
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 118494 members 
Mstep: Class 3 contains 4117 members 
Mstep: Class 4 contains 19574 members 
Mstep: Class 5 contains 559 members 
Mstep: Class 6 contains 720 members 
Mstep: Class 7 contains 107236 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192913 members 
Mstep: Class 11 contains 22654 members 
Mstep: Class 12 contains 29826 members 
Mstep: Class 13 contains 40048 members 
Mstep: Class 14 contains 16413 members 
Mstep: Class 15 contains 4390 members 
Mstep: Class 16 contains 97855 members 
Mstep: Class 17 contains 10618 members 
Mstep: Class 18 contains 8908 members 
Mstep: Class 19 contains 22882 members 
Mstep: Class 20 contains 1479 members 
Mstep: Class 21 contains 31776 members 
Mstep: Class 22 contains 95999 members 
Mstep: Class 23 contains 90204 members 
Mstep: Class 24 contains 13192 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 565 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 12883 members 
Mstep: Class 29 contains 51207 members 
Mstep: Class 30 contains 3795 members 
Mstep: Class 31 contains 8957 members 
Mstep: Class 32 contains 7436 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 91444 members 
Mstep: Class 35 contains 93198 members 
Mstep: Class 36 contains 97310 members 
Mstep: Class 37 contains 9706 members 
Mstep: Class 38 contains 80158 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 880 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 46834 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 74150 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 61811 members 
Mstep: Class 48 contains 19627 members 
Mstep: Class 49 contains 722 members 
Mstep: Class 50 contains 36465 members 
Mstep: Class 51 contains 90883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194664608.000000 Penalty: 119004.437500
Iteration 160F: 52 clusters Score -1.946646e+08 nChanged 29933
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 115366 members 
Mstep: Class 3 contains 4091 members 
Mstep: Class 4 contains 19540 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 695 members 
Mstep: Class 7 contains 106384 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192900 members 
Mstep: Class 11 contains 22557 members 
Mstep: Class 12 contains 29821 members 
Mstep: Class 13 contains 39873 members 
Mstep: Class 14 contains 16236 members 
Mstep: Class 15 contains 4390 members 
Mstep: Class 16 contains 96681 members 
Mstep: Class 17 contains 10615 members 
Mstep: Class 18 contains 8863 members 
Mstep: Class 19 contains 22886 members 
Mstep: Class 20 contains 1478 members 
Mstep: Class 21 contains 31773 members 
Mstep: Class 22 contains 96203 members 
Mstep: Class 23 contains 89148 members 
Mstep: Class 24 contains 13199 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 586 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 12882 members 
Mstep: Class 29 contains 49739 members 
Mstep: Class 30 contains 3798 members 
Mstep: Class 31 contains 8988 members 
Mstep: Class 32 contains 7437 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 90466 members 
Mstep: Class 35 contains 91158 members 
Mstep: Class 36 contains 95626 members 
Mstep: Class 37 contains 9742 members 
Mstep: Class 38 contains 80145 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 869 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 48715 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 74574 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 61119 members 
Mstep: Class 48 contains 20870 members 
Mstep: Class 49 contains 766 members 
Mstep: Class 50 contains 39155 members 
Mstep: Class 51 contains 97997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194669536.000000 Penalty: 119004.437500
Iteration 161Q: 52 clusters Score -1.946695e+08 nChanged 23239
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 113322 members 
Mstep: Class 3 contains 4049 members 
Mstep: Class 4 contains 19500 members 
Mstep: Class 5 contains 555 members 
Mstep: Class 6 contains 685 members 
Mstep: Class 7 contains 105623 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192875 members 
Mstep: Class 11 contains 22486 members 
Mstep: Class 12 contains 29818 members 
Mstep: Class 13 contains 39719 members 
Mstep: Class 14 contains 16086 members 
Mstep: Class 15 contains 4390 members 
Mstep: Class 16 contains 96050 members 
Mstep: Class 17 contains 10619 members 
Mstep: Class 18 contains 8835 members 
Mstep: Class 19 contains 22879 members 
Mstep: Class 20 contains 1479 members 
Mstep: Class 21 contains 31778 members 
Mstep: Class 22 contains 96531 members 
Mstep: Class 23 contains 87849 members 
Mstep: Class 24 contains 13202 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 592 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12880 members 
Mstep: Class 29 contains 48492 members 
Mstep: Class 30 contains 3797 members 
Mstep: Class 31 contains 9004 members 
Mstep: Class 32 contains 7439 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 89703 members 
Mstep: Class 35 contains 88906 members 
Mstep: Class 36 contains 94800 members 
Mstep: Class 37 contains 9803 members 
Mstep: Class 38 contains 80143 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 857 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 51254 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 74934 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 60311 members 
Mstep: Class 48 contains 21341 members 
Mstep: Class 49 contains 786 members 
Mstep: Class 50 contains 40234 members 
Mstep: Class 51 contains 104282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194669248.000000 Penalty: 119004.437500
Iteration 162Q: 52 clusters Score -1.946692e+08 nChanged 23662
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 111462 members 
Mstep: Class 3 contains 4021 members 
Mstep: Class 4 contains 19474 members 
Mstep: Class 5 contains 553 members 
Mstep: Class 6 contains 680 members 
Mstep: Class 7 contains 104938 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192854 members 
Mstep: Class 11 contains 22340 members 
Mstep: Class 12 contains 29815 members 
Mstep: Class 13 contains 39596 members 
Mstep: Class 14 contains 15962 members 
Mstep: Class 15 contains 4387 members 
Mstep: Class 16 contains 94839 members 
Mstep: Class 17 contains 10605 members 
Mstep: Class 18 contains 8825 members 
Mstep: Class 19 contains 22863 members 
Mstep: Class 20 contains 1480 members 
Mstep: Class 21 contains 31788 members 
Mstep: Class 22 contains 96961 members 
Mstep: Class 23 contains 86503 members 
Mstep: Class 24 contains 13206 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 593 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12878 members 
Mstep: Class 29 contains 47306 members 
Mstep: Class 30 contains 3797 members 
Mstep: Class 31 contains 9019 members 
Mstep: Class 32 contains 7442 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 89162 members 
Mstep: Class 35 contains 86283 members 
Mstep: Class 36 contains 94274 members 
Mstep: Class 37 contains 9849 members 
Mstep: Class 38 contains 80131 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 853 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 54349 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 75347 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 59241 members 
Mstep: Class 48 contains 21175 members 
Mstep: Class 49 contains 797 members 
Mstep: Class 50 contains 40981 members 
Mstep: Class 51 contains 111258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194669008.000000 Penalty: 119004.437500
Iteration 163Q: 52 clusters Score -1.94669e+08 nChanged 22715
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 109642 members 
Mstep: Class 3 contains 3995 members 
Mstep: Class 4 contains 19439 members 
Mstep: Class 5 contains 553 members 
Mstep: Class 6 contains 680 members 
Mstep: Class 7 contains 104343 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192850 members 
Mstep: Class 11 contains 22116 members 
Mstep: Class 12 contains 29808 members 
Mstep: Class 13 contains 39475 members 
Mstep: Class 14 contains 15876 members 
Mstep: Class 15 contains 4386 members 
Mstep: Class 16 contains 93643 members 
Mstep: Class 17 contains 10592 members 
Mstep: Class 18 contains 8814 members 
Mstep: Class 19 contains 22841 members 
Mstep: Class 20 contains 1479 members 
Mstep: Class 21 contains 31800 members 
Mstep: Class 22 contains 97441 members 
Mstep: Class 23 contains 85230 members 
Mstep: Class 24 contains 13210 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 598 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12877 members 
Mstep: Class 29 contains 46194 members 
Mstep: Class 30 contains 3798 members 
Mstep: Class 31 contains 9038 members 
Mstep: Class 32 contains 7443 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 88705 members 
Mstep: Class 35 contains 83650 members 
Mstep: Class 36 contains 94022 members 
Mstep: Class 37 contains 9911 members 
Mstep: Class 38 contains 80121 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 844 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 57627 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 75753 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 57998 members 
Mstep: Class 48 contains 20853 members 
Mstep: Class 49 contains 801 members 
Mstep: Class 50 contains 41610 members 
Mstep: Class 51 contains 117830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194667824.000000 Penalty: 119004.437500
Iteration 164Q: 52 clusters Score -1.946678e+08 nChanged 18126
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 108411 members 
Mstep: Class 3 contains 3976 members 
Mstep: Class 4 contains 19403 members 
Mstep: Class 5 contains 553 members 
Mstep: Class 6 contains 680 members 
Mstep: Class 7 contains 103830 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192855 members 
Mstep: Class 11 contains 21899 members 
Mstep: Class 12 contains 29806 members 
Mstep: Class 13 contains 39364 members 
Mstep: Class 14 contains 15760 members 
Mstep: Class 15 contains 4386 members 
Mstep: Class 16 contains 93482 members 
Mstep: Class 17 contains 10586 members 
Mstep: Class 18 contains 8812 members 
Mstep: Class 19 contains 22815 members 
Mstep: Class 20 contains 1478 members 
Mstep: Class 21 contains 31804 members 
Mstep: Class 22 contains 97884 members 
Mstep: Class 23 contains 84056 members 
Mstep: Class 24 contains 13214 members 
Mstep: Class 25 contains 614 members 
Mstep: Class 26 contains 603 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12879 members 
Mstep: Class 29 contains 45051 members 
Mstep: Class 30 contains 3798 members 
Mstep: Class 31 contains 9029 members 
Mstep: Class 32 contains 7445 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 88341 members 
Mstep: Class 35 contains 82152 members 
Mstep: Class 36 contains 93962 members 
Mstep: Class 37 contains 9978 members 
Mstep: Class 38 contains 80117 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 837 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 60320 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 76092 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 56579 members 
Mstep: Class 48 contains 20879 members 
Mstep: Class 49 contains 806 members 
Mstep: Class 50 contains 42135 members 
Mstep: Class 51 contains 121828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194665952.000000 Penalty: 119004.437500
Iteration 165Q: 52 clusters Score -1.94666e+08 nChanged 16413
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 107288 members 
Mstep: Class 3 contains 3958 members 
Mstep: Class 4 contains 19369 members 
Mstep: Class 5 contains 552 members 
Mstep: Class 6 contains 681 members 
Mstep: Class 7 contains 103366 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192854 members 
Mstep: Class 11 contains 21662 members 
Mstep: Class 12 contains 29792 members 
Mstep: Class 13 contains 39276 members 
Mstep: Class 14 contains 15659 members 
Mstep: Class 15 contains 4386 members 
Mstep: Class 16 contains 93597 members 
Mstep: Class 17 contains 10565 members 
Mstep: Class 18 contains 8804 members 
Mstep: Class 19 contains 22792 members 
Mstep: Class 20 contains 1480 members 
Mstep: Class 21 contains 31809 members 
Mstep: Class 22 contains 98442 members 
Mstep: Class 23 contains 83041 members 
Mstep: Class 24 contains 13215 members 
Mstep: Class 25 contains 614 members 
Mstep: Class 26 contains 607 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12880 members 
Mstep: Class 29 contains 43958 members 
Mstep: Class 30 contains 3797 members 
Mstep: Class 31 contains 9016 members 
Mstep: Class 32 contains 7448 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 88034 members 
Mstep: Class 35 contains 80999 members 
Mstep: Class 36 contains 93942 members 
Mstep: Class 37 contains 10038 members 
Mstep: Class 38 contains 80125 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 832 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 62911 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 76391 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 55076 members 
Mstep: Class 48 contains 21018 members 
Mstep: Class 49 contains 809 members 
Mstep: Class 50 contains 42644 members 
Mstep: Class 51 contains 124773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194665312.000000 Penalty: 119004.437500
Iteration 166Q: 52 clusters Score -1.946653e+08 nChanged 14795
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 106320 members 
Mstep: Class 3 contains 3942 members 
Mstep: Class 4 contains 19346 members 
Mstep: Class 5 contains 552 members 
Mstep: Class 6 contains 679 members 
Mstep: Class 7 contains 102948 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192846 members 
Mstep: Class 11 contains 21396 members 
Mstep: Class 12 contains 29784 members 
Mstep: Class 13 contains 39170 members 
Mstep: Class 14 contains 15578 members 
Mstep: Class 15 contains 4387 members 
Mstep: Class 16 contains 93999 members 
Mstep: Class 17 contains 10553 members 
Mstep: Class 18 contains 8790 members 
Mstep: Class 19 contains 22772 members 
Mstep: Class 20 contains 1480 members 
Mstep: Class 21 contains 31822 members 
Mstep: Class 22 contains 98851 members 
Mstep: Class 23 contains 82215 members 
Mstep: Class 24 contains 13217 members 
Mstep: Class 25 contains 614 members 
Mstep: Class 26 contains 609 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12881 members 
Mstep: Class 29 contains 42901 members 
Mstep: Class 30 contains 3798 members 
Mstep: Class 31 contains 9005 members 
Mstep: Class 32 contains 7450 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 87816 members 
Mstep: Class 35 contains 80142 members 
Mstep: Class 36 contains 94101 members 
Mstep: Class 37 contains 10105 members 
Mstep: Class 38 contains 80120 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 829 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 65479 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 76747 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 53321 members 
Mstep: Class 48 contains 21317 members 
Mstep: Class 49 contains 815 members 
Mstep: Class 50 contains 43161 members 
Mstep: Class 51 contains 126642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194665616.000000 Penalty: 119004.437500
Iteration 167Q: 52 clusters Score -1.946656e+08 nChanged 13372
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 105589 members 
Mstep: Class 3 contains 3917 members 
Mstep: Class 4 contains 19335 members 
Mstep: Class 5 contains 552 members 
Mstep: Class 6 contains 678 members 
Mstep: Class 7 contains 102605 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192828 members 
Mstep: Class 11 contains 21107 members 
Mstep: Class 12 contains 29779 members 
Mstep: Class 13 contains 39099 members 
Mstep: Class 14 contains 15496 members 
Mstep: Class 15 contains 4387 members 
Mstep: Class 16 contains 94457 members 
Mstep: Class 17 contains 10553 members 
Mstep: Class 18 contains 8787 members 
Mstep: Class 19 contains 22762 members 
Mstep: Class 20 contains 1478 members 
Mstep: Class 21 contains 31823 members 
Mstep: Class 22 contains 99242 members 
Mstep: Class 23 contains 81438 members 
Mstep: Class 24 contains 13223 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 608 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12882 members 
Mstep: Class 29 contains 42020 members 
Mstep: Class 30 contains 3801 members 
Mstep: Class 31 contains 8990 members 
Mstep: Class 32 contains 7451 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 87669 members 
Mstep: Class 35 contains 79590 members 
Mstep: Class 36 contains 94336 members 
Mstep: Class 37 contains 10190 members 
Mstep: Class 38 contains 80120 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 828 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 67670 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 77117 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 51587 members 
Mstep: Class 48 contains 21820 members 
Mstep: Class 49 contains 819 members 
Mstep: Class 50 contains 43545 members 
Mstep: Class 51 contains 127709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194666048.000000 Penalty: 119004.437500
Iteration 168Q: 52 clusters Score -1.94666e+08 nChanged 12529
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 104841 members 
Mstep: Class 3 contains 3900 members 
Mstep: Class 4 contains 19328 members 
Mstep: Class 5 contains 552 members 
Mstep: Class 6 contains 679 members 
Mstep: Class 7 contains 102319 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192819 members 
Mstep: Class 11 contains 20800 members 
Mstep: Class 12 contains 29774 members 
Mstep: Class 13 contains 39032 members 
Mstep: Class 14 contains 15424 members 
Mstep: Class 15 contains 4387 members 
Mstep: Class 16 contains 94958 members 
Mstep: Class 17 contains 10549 members 
Mstep: Class 18 contains 8793 members 
Mstep: Class 19 contains 22754 members 
Mstep: Class 20 contains 1479 members 
Mstep: Class 21 contains 31827 members 
Mstep: Class 22 contains 99695 members 
Mstep: Class 23 contains 80697 members 
Mstep: Class 24 contains 13231 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 607 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12882 members 
Mstep: Class 29 contains 41207 members 
Mstep: Class 30 contains 3803 members 
Mstep: Class 31 contains 8972 members 
Mstep: Class 32 contains 7450 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 87509 members 
Mstep: Class 35 contains 79214 members 
Mstep: Class 36 contains 94567 members 
Mstep: Class 37 contains 10270 members 
Mstep: Class 38 contains 80115 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 826 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 69723 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 77459 members 
Mstep: Class 45 contains 397 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 49848 members 
Mstep: Class 48 contains 22455 members 
Mstep: Class 49 contains 820 members 
Mstep: Class 50 contains 43958 members 
Mstep: Class 51 contains 128366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194665696.000000 Penalty: 119004.437500
Iteration 169Q: 52 clusters Score -1.946657e+08 nChanged 11893
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 104019 members 
Mstep: Class 3 contains 3890 members 
Mstep: Class 4 contains 19320 members 
Mstep: Class 5 contains 552 members 
Mstep: Class 6 contains 680 members 
Mstep: Class 7 contains 102069 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192822 members 
Mstep: Class 11 contains 20474 members 
Mstep: Class 12 contains 29763 members 
Mstep: Class 13 contains 38990 members 
Mstep: Class 14 contains 15354 members 
Mstep: Class 15 contains 4387 members 
Mstep: Class 16 contains 95639 members 
Mstep: Class 17 contains 10555 members 
Mstep: Class 18 contains 8805 members 
Mstep: Class 19 contains 22745 members 
Mstep: Class 20 contains 1478 members 
Mstep: Class 21 contains 31832 members 
Mstep: Class 22 contains 100048 members 
Mstep: Class 23 contains 79924 members 
Mstep: Class 24 contains 13223 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 607 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12880 members 
Mstep: Class 29 contains 40455 members 
Mstep: Class 30 contains 3804 members 
Mstep: Class 31 contains 8960 members 
Mstep: Class 32 contains 7450 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 87369 members 
Mstep: Class 35 contains 79003 members 
Mstep: Class 36 contains 94843 members 
Mstep: Class 37 contains 10342 members 
Mstep: Class 38 contains 80109 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 823 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 71473 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 77900 members 
Mstep: Class 45 contains 397 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 48238 members 
Mstep: Class 48 contains 23170 members 
Mstep: Class 49 contains 822 members 
Mstep: Class 50 contains 44445 members 
Mstep: Class 51 contains 128627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194665936.000000 Penalty: 119004.437500
Iteration 170Q: 52 clusters Score -1.946659e+08 nChanged 11262
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 103266 members 
Mstep: Class 3 contains 3879 members 
Mstep: Class 4 contains 19309 members 
Mstep: Class 5 contains 552 members 
Mstep: Class 6 contains 680 members 
Mstep: Class 7 contains 101843 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192829 members 
Mstep: Class 11 contains 20087 members 
Mstep: Class 12 contains 29752 members 
Mstep: Class 13 contains 38938 members 
Mstep: Class 14 contains 15300 members 
Mstep: Class 15 contains 4387 members 
Mstep: Class 16 contains 96316 members 
Mstep: Class 17 contains 10551 members 
Mstep: Class 18 contains 8815 members 
Mstep: Class 19 contains 22734 members 
Mstep: Class 20 contains 1477 members 
Mstep: Class 21 contains 31832 members 
Mstep: Class 22 contains 100375 members 
Mstep: Class 23 contains 79123 members 
Mstep: Class 24 contains 13222 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 607 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12879 members 
Mstep: Class 29 contains 39809 members 
Mstep: Class 30 contains 3804 members 
Mstep: Class 31 contains 8938 members 
Mstep: Class 32 contains 7450 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 87279 members 
Mstep: Class 35 contains 78882 members 
Mstep: Class 36 contains 95120 members 
Mstep: Class 37 contains 10408 members 
Mstep: Class 38 contains 80112 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 823 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 72974 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 78297 members 
Mstep: Class 45 contains 397 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 46810 members 
Mstep: Class 48 contains 23961 members 
Mstep: Class 49 contains 822 members 
Mstep: Class 50 contains 44940 members 
Mstep: Class 51 contains 128706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194665712.000000 Penalty: 119004.437500
Iteration 171Q: 52 clusters Score -1.946657e+08 nChanged 10817
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 102604 members 
Mstep: Class 3 contains 3871 members 
Mstep: Class 4 contains 19299 members 
Mstep: Class 5 contains 552 members 
Mstep: Class 6 contains 680 members 
Mstep: Class 7 contains 101653 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192828 members 
Mstep: Class 11 contains 19741 members 
Mstep: Class 12 contains 29742 members 
Mstep: Class 13 contains 38894 members 
Mstep: Class 14 contains 15250 members 
Mstep: Class 15 contains 4387 members 
Mstep: Class 16 contains 96885 members 
Mstep: Class 17 contains 10557 members 
Mstep: Class 18 contains 8808 members 
Mstep: Class 19 contains 22721 members 
Mstep: Class 20 contains 1476 members 
Mstep: Class 21 contains 31836 members 
Mstep: Class 22 contains 100672 members 
Mstep: Class 23 contains 78253 members 
Mstep: Class 24 contains 13224 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 607 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12879 members 
Mstep: Class 29 contains 39222 members 
Mstep: Class 30 contains 3805 members 
Mstep: Class 31 contains 8914 members 
Mstep: Class 32 contains 7451 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 87208 members 
Mstep: Class 35 contains 78771 members 
Mstep: Class 36 contains 95478 members 
Mstep: Class 37 contains 10479 members 
Mstep: Class 38 contains 80115 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 824 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 74227 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 78732 members 
Mstep: Class 45 contains 397 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 45489 members 
Mstep: Class 48 contains 24813 members 
Mstep: Class 49 contains 822 members 
Mstep: Class 50 contains 45415 members 
Mstep: Class 51 contains 128704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194665552.000000 Penalty: 119004.437500
Iteration 172Q: 52 clusters Score -1.946656e+08 nChanged 9988
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 101926 members 
Mstep: Class 3 contains 3865 members 
Mstep: Class 4 contains 19287 members 
Mstep: Class 5 contains 552 members 
Mstep: Class 6 contains 680 members 
Mstep: Class 7 contains 101459 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192819 members 
Mstep: Class 11 contains 19416 members 
Mstep: Class 12 contains 29728 members 
Mstep: Class 13 contains 38860 members 
Mstep: Class 14 contains 15216 members 
Mstep: Class 15 contains 4388 members 
Mstep: Class 16 contains 97445 members 
Mstep: Class 17 contains 10556 members 
Mstep: Class 18 contains 8804 members 
Mstep: Class 19 contains 22711 members 
Mstep: Class 20 contains 1475 members 
Mstep: Class 21 contains 31831 members 
Mstep: Class 22 contains 100881 members 
Mstep: Class 23 contains 77511 members 
Mstep: Class 24 contains 13232 members 
Mstep: Class 25 contains 614 members 
Mstep: Class 26 contains 607 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12880 members 
Mstep: Class 29 contains 38749 members 
Mstep: Class 30 contains 3803 members 
Mstep: Class 31 contains 8892 members 
Mstep: Class 32 contains 7454 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 87175 members 
Mstep: Class 35 contains 78778 members 
Mstep: Class 36 contains 95736 members 
Mstep: Class 37 contains 10548 members 
Mstep: Class 38 contains 80127 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 824 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 75166 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 79115 members 
Mstep: Class 45 contains 397 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 44364 members 
Mstep: Class 48 contains 25739 members 
Mstep: Class 49 contains 822 members 
Mstep: Class 50 contains 45912 members 
Mstep: Class 51 contains 128554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194665024.000000 Penalty: 119004.437500
Iteration 173Q: 52 clusters Score -1.94665e+08 nChanged 9533
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 101151 members 
Mstep: Class 3 contains 3852 members 
Mstep: Class 4 contains 19289 members 
Mstep: Class 5 contains 552 members 
Mstep: Class 6 contains 680 members 
Mstep: Class 7 contains 101321 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192821 members 
Mstep: Class 11 contains 19071 members 
Mstep: Class 12 contains 29721 members 
Mstep: Class 13 contains 38810 members 
Mstep: Class 14 contains 15167 members 
Mstep: Class 15 contains 4387 members 
Mstep: Class 16 contains 98015 members 
Mstep: Class 17 contains 10553 members 
Mstep: Class 18 contains 8807 members 
Mstep: Class 19 contains 22709 members 
Mstep: Class 20 contains 1475 members 
Mstep: Class 21 contains 31830 members 
Mstep: Class 22 contains 101064 members 
Mstep: Class 23 contains 76768 members 
Mstep: Class 24 contains 13230 members 
Mstep: Class 25 contains 614 members 
Mstep: Class 26 contains 607 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12881 members 
Mstep: Class 29 contains 38371 members 
Mstep: Class 30 contains 3803 members 
Mstep: Class 31 contains 8873 members 
Mstep: Class 32 contains 7454 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 87120 members 
Mstep: Class 35 contains 78881 members 
Mstep: Class 36 contains 96106 members 
Mstep: Class 37 contains 10614 members 
Mstep: Class 38 contains 80125 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 824 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 75784 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 79485 members 
Mstep: Class 45 contains 397 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 43476 members 
Mstep: Class 48 contains 26629 members 
Mstep: Class 49 contains 822 members 
Mstep: Class 50 contains 46460 members 
Mstep: Class 51 contains 128299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194666512.000000 Penalty: 119004.437500
Iteration 174Q: 52 clusters Score -1.946665e+08 nChanged 9195
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 100295 members 
Mstep: Class 3 contains 3843 members 
Mstep: Class 4 contains 19287 members 
Mstep: Class 5 contains 552 members 
Mstep: Class 6 contains 680 members 
Mstep: Class 7 contains 101232 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192812 members 
Mstep: Class 11 contains 18711 members 
Mstep: Class 12 contains 29718 members 
Mstep: Class 13 contains 38793 members 
Mstep: Class 14 contains 15111 members 
Mstep: Class 15 contains 4386 members 
Mstep: Class 16 contains 98522 members 
Mstep: Class 17 contains 10555 members 
Mstep: Class 18 contains 8814 members 
Mstep: Class 19 contains 22698 members 
Mstep: Class 20 contains 1475 members 
Mstep: Class 21 contains 31830 members 
Mstep: Class 22 contains 101215 members 
Mstep: Class 23 contains 76086 members 
Mstep: Class 24 contains 13221 members 
Mstep: Class 25 contains 614 members 
Mstep: Class 26 contains 607 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12881 members 
Mstep: Class 29 contains 38083 members 
Mstep: Class 30 contains 3803 members 
Mstep: Class 31 contains 8846 members 
Mstep: Class 32 contains 7457 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 87050 members 
Mstep: Class 35 contains 79004 members 
Mstep: Class 36 contains 96597 members 
Mstep: Class 37 contains 10692 members 
Mstep: Class 38 contains 80121 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 824 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 76056 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 79794 members 
Mstep: Class 45 contains 397 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 42847 members 
Mstep: Class 48 contains 27559 members 
Mstep: Class 49 contains 822 members 
Mstep: Class 50 contains 46965 members 
Mstep: Class 51 contains 128043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194666080.000000 Penalty: 119004.437500
Iteration 175Q: 52 clusters Score -1.946661e+08 nChanged 8918
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 99491 members 
Mstep: Class 3 contains 3819 members 
Mstep: Class 4 contains 19280 members 
Mstep: Class 5 contains 552 members 
Mstep: Class 6 contains 680 members 
Mstep: Class 7 contains 101094 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192810 members 
Mstep: Class 11 contains 18325 members 
Mstep: Class 12 contains 29716 members 
Mstep: Class 13 contains 38771 members 
Mstep: Class 14 contains 15050 members 
Mstep: Class 15 contains 4387 members 
Mstep: Class 16 contains 98999 members 
Mstep: Class 17 contains 10559 members 
Mstep: Class 18 contains 8808 members 
Mstep: Class 19 contains 22693 members 
Mstep: Class 20 contains 1475 members 
Mstep: Class 21 contains 31823 members 
Mstep: Class 22 contains 101275 members 
Mstep: Class 23 contains 75466 members 
Mstep: Class 24 contains 13226 members 
Mstep: Class 25 contains 614 members 
Mstep: Class 26 contains 608 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12881 members 
Mstep: Class 29 contains 37816 members 
Mstep: Class 30 contains 3803 members 
Mstep: Class 31 contains 8812 members 
Mstep: Class 32 contains 7460 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 87018 members 
Mstep: Class 35 contains 79184 members 
Mstep: Class 36 contains 97210 members 
Mstep: Class 37 contains 10769 members 
Mstep: Class 38 contains 80118 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 824 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 76126 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 80074 members 
Mstep: Class 45 contains 397 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 42374 members 
Mstep: Class 48 contains 28431 members 
Mstep: Class 49 contains 822 members 
Mstep: Class 50 contains 47485 members 
Mstep: Class 51 contains 127773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194665680.000000 Penalty: 119004.437500
Iteration 176Q: 52 clusters Score -1.946657e+08 nChanged 8799
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 98679 members 
Mstep: Class 3 contains 3806 members 
Mstep: Class 4 contains 19277 members 
Mstep: Class 5 contains 552 members 
Mstep: Class 6 contains 680 members 
Mstep: Class 7 contains 100946 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192797 members 
Mstep: Class 11 contains 17943 members 
Mstep: Class 12 contains 29717 members 
Mstep: Class 13 contains 38744 members 
Mstep: Class 14 contains 14985 members 
Mstep: Class 15 contains 4385 members 
Mstep: Class 16 contains 99431 members 
Mstep: Class 17 contains 10559 members 
Mstep: Class 18 contains 8793 members 
Mstep: Class 19 contains 22689 members 
Mstep: Class 20 contains 1475 members 
Mstep: Class 21 contains 31825 members 
Mstep: Class 22 contains 101205 members 
Mstep: Class 23 contains 74864 members 
Mstep: Class 24 contains 13236 members 
Mstep: Class 25 contains 614 members 
Mstep: Class 26 contains 608 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12880 members 
Mstep: Class 29 contains 37558 members 
Mstep: Class 30 contains 3802 members 
Mstep: Class 31 contains 8777 members 
Mstep: Class 32 contains 7464 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 86972 members 
Mstep: Class 35 contains 79386 members 
Mstep: Class 36 contains 97899 members 
Mstep: Class 37 contains 10866 members 
Mstep: Class 38 contains 80116 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 824 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 75982 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 80353 members 
Mstep: Class 45 contains 397 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 42068 members 
Mstep: Class 48 contains 29336 members 
Mstep: Class 49 contains 822 members 
Mstep: Class 50 contains 48098 members 
Mstep: Class 51 contains 127488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194665520.000000 Penalty: 119004.437500
Iteration 177Q: 52 clusters Score -1.946655e+08 nChanged 9043
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 97913 members 
Mstep: Class 3 contains 3796 members 
Mstep: Class 4 contains 19280 members 
Mstep: Class 5 contains 552 members 
Mstep: Class 6 contains 680 members 
Mstep: Class 7 contains 100810 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192790 members 
Mstep: Class 11 contains 17581 members 
Mstep: Class 12 contains 29708 members 
Mstep: Class 13 contains 38722 members 
Mstep: Class 14 contains 14914 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 99787 members 
Mstep: Class 17 contains 10552 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 22687 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 31820 members 
Mstep: Class 22 contains 100901 members 
Mstep: Class 23 contains 74335 members 
Mstep: Class 24 contains 13240 members 
Mstep: Class 25 contains 614 members 
Mstep: Class 26 contains 608 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12878 members 
Mstep: Class 29 contains 37311 members 
Mstep: Class 30 contains 3802 members 
Mstep: Class 31 contains 8752 members 
Mstep: Class 32 contains 7468 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 86936 members 
Mstep: Class 35 contains 79537 members 
Mstep: Class 36 contains 98677 members 
Mstep: Class 37 contains 10965 members 
Mstep: Class 38 contains 80123 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 824 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 75663 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 80658 members 
Mstep: Class 45 contains 397 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 41863 members 
Mstep: Class 48 contains 30323 members 
Mstep: Class 49 contains 822 members 
Mstep: Class 50 contains 48834 members 
Mstep: Class 51 contains 127142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194665936.000000 Penalty: 119004.437500
Iteration 178Q: 52 clusters Score -1.946659e+08 nChanged 8958
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 97060 members 
Mstep: Class 3 contains 3800 members 
Mstep: Class 4 contains 19284 members 
Mstep: Class 5 contains 552 members 
Mstep: Class 6 contains 680 members 
Mstep: Class 7 contains 100695 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192782 members 
Mstep: Class 11 contains 17252 members 
Mstep: Class 12 contains 29706 members 
Mstep: Class 13 contains 38692 members 
Mstep: Class 14 contains 14853 members 
Mstep: Class 15 contains 4381 members 
Mstep: Class 16 contains 100243 members 
Mstep: Class 17 contains 10551 members 
Mstep: Class 18 contains 8769 members 
Mstep: Class 19 contains 22683 members 
Mstep: Class 20 contains 1472 members 
Mstep: Class 21 contains 31820 members 
Mstep: Class 22 contains 100383 members 
Mstep: Class 23 contains 73890 members 
Mstep: Class 24 contains 13249 members 
Mstep: Class 25 contains 614 members 
Mstep: Class 26 contains 609 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12874 members 
Mstep: Class 29 contains 37048 members 
Mstep: Class 30 contains 3802 members 
Mstep: Class 31 contains 8729 members 
Mstep: Class 32 contains 7473 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 86861 members 
Mstep: Class 35 contains 79651 members 
Mstep: Class 36 contains 99484 members 
Mstep: Class 37 contains 11077 members 
Mstep: Class 38 contains 80122 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 824 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 75268 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 80960 members 
Mstep: Class 45 contains 397 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 41729 members 
Mstep: Class 48 contains 31264 members 
Mstep: Class 49 contains 822 members 
Mstep: Class 50 contains 49729 members 
Mstep: Class 51 contains 126764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194666272.000000 Penalty: 119004.437500
Iteration 179Q: 52 clusters Score -1.946663e+08 nChanged 8896
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 96290 members 
Mstep: Class 3 contains 3800 members 
Mstep: Class 4 contains 19277 members 
Mstep: Class 5 contains 552 members 
Mstep: Class 6 contains 679 members 
Mstep: Class 7 contains 100576 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192776 members 
Mstep: Class 11 contains 16921 members 
Mstep: Class 12 contains 29709 members 
Mstep: Class 13 contains 38679 members 
Mstep: Class 14 contains 14792 members 
Mstep: Class 15 contains 4377 members 
Mstep: Class 16 contains 100704 members 
Mstep: Class 17 contains 10552 members 
Mstep: Class 18 contains 8769 members 
Mstep: Class 19 contains 22681 members 
Mstep: Class 20 contains 1472 members 
Mstep: Class 21 contains 31820 members 
Mstep: Class 22 contains 99657 members 
Mstep: Class 23 contains 73471 members 
Mstep: Class 24 contains 13245 members 
Mstep: Class 25 contains 614 members 
Mstep: Class 26 contains 610 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12873 members 
Mstep: Class 29 contains 36738 members 
Mstep: Class 30 contains 3802 members 
Mstep: Class 31 contains 8714 members 
Mstep: Class 32 contains 7478 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 86799 members 
Mstep: Class 35 contains 79750 members 
Mstep: Class 36 contains 100356 members 
Mstep: Class 37 contains 11193 members 
Mstep: Class 38 contains 80126 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 823 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 74809 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 81257 members 
Mstep: Class 45 contains 397 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 41665 members 
Mstep: Class 48 contains 32126 members 
Mstep: Class 49 contains 822 members 
Mstep: Class 50 contains 50726 members 
Mstep: Class 51 contains 126421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194667008.000000 Penalty: 119004.437500
Iteration 180F: 52 clusters Score -1.94667e+08 nChanged 10821
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 95426 members 
Mstep: Class 3 contains 3788 members 
Mstep: Class 4 contains 19283 members 
Mstep: Class 5 contains 552 members 
Mstep: Class 6 contains 679 members 
Mstep: Class 7 contains 100452 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192780 members 
Mstep: Class 11 contains 16631 members 
Mstep: Class 12 contains 29705 members 
Mstep: Class 13 contains 38667 members 
Mstep: Class 14 contains 14751 members 
Mstep: Class 15 contains 4376 members 
Mstep: Class 16 contains 101014 members 
Mstep: Class 17 contains 10552 members 
Mstep: Class 18 contains 8773 members 
Mstep: Class 19 contains 22680 members 
Mstep: Class 20 contains 1472 members 
Mstep: Class 21 contains 31826 members 
Mstep: Class 22 contains 98647 members 
Mstep: Class 23 contains 73062 members 
Mstep: Class 24 contains 13241 members 
Mstep: Class 25 contains 614 members 
Mstep: Class 26 contains 610 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12872 members 
Mstep: Class 29 contains 36422 members 
Mstep: Class 30 contains 3803 members 
Mstep: Class 31 contains 8701 members 
Mstep: Class 32 contains 7481 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 86717 members 
Mstep: Class 35 contains 79843 members 
Mstep: Class 36 contains 101304 members 
Mstep: Class 37 contains 11299 members 
Mstep: Class 38 contains 80122 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 75663 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 81573 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 40335 members 
Mstep: Class 48 contains 33185 members 
Mstep: Class 49 contains 822 members 
Mstep: Class 50 contains 51938 members 
Mstep: Class 51 contains 126017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194666976.000000 Penalty: 119004.437500
Iteration 181Q: 52 clusters Score -1.94667e+08 nChanged 11548
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 94545 members 
Mstep: Class 3 contains 3779 members 
Mstep: Class 4 contains 19294 members 
Mstep: Class 5 contains 552 members 
Mstep: Class 6 contains 680 members 
Mstep: Class 7 contains 100287 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192780 members 
Mstep: Class 11 contains 16409 members 
Mstep: Class 12 contains 29697 members 
Mstep: Class 13 contains 38657 members 
Mstep: Class 14 contains 14694 members 
Mstep: Class 15 contains 4375 members 
Mstep: Class 16 contains 101221 members 
Mstep: Class 17 contains 10561 members 
Mstep: Class 18 contains 8763 members 
Mstep: Class 19 contains 22679 members 
Mstep: Class 20 contains 1471 members 
Mstep: Class 21 contains 31830 members 
Mstep: Class 22 contains 97503 members 
Mstep: Class 23 contains 72674 members 
Mstep: Class 24 contains 13243 members 
Mstep: Class 25 contains 614 members 
Mstep: Class 26 contains 610 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12872 members 
Mstep: Class 29 contains 36161 members 
Mstep: Class 30 contains 3805 members 
Mstep: Class 31 contains 8674 members 
Mstep: Class 32 contains 7482 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 86618 members 
Mstep: Class 35 contains 80062 members 
Mstep: Class 36 contains 102267 members 
Mstep: Class 37 contains 11393 members 
Mstep: Class 38 contains 80122 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 76434 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 81876 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 39002 members 
Mstep: Class 48 contains 34247 members 
Mstep: Class 49 contains 822 members 
Mstep: Class 50 contains 53361 members 
Mstep: Class 51 contains 125562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194667408.000000 Penalty: 119004.437500
Iteration 182Q: 52 clusters Score -1.946674e+08 nChanged 11238
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 93631 members 
Mstep: Class 3 contains 3775 members 
Mstep: Class 4 contains 19288 members 
Mstep: Class 5 contains 552 members 
Mstep: Class 6 contains 680 members 
Mstep: Class 7 contains 100147 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192769 members 
Mstep: Class 11 contains 16226 members 
Mstep: Class 12 contains 29692 members 
Mstep: Class 13 contains 38644 members 
Mstep: Class 14 contains 14630 members 
Mstep: Class 15 contains 4375 members 
Mstep: Class 16 contains 101419 members 
Mstep: Class 17 contains 10568 members 
Mstep: Class 18 contains 8766 members 
Mstep: Class 19 contains 22675 members 
Mstep: Class 20 contains 1471 members 
Mstep: Class 21 contains 31834 members 
Mstep: Class 22 contains 96459 members 
Mstep: Class 23 contains 72292 members 
Mstep: Class 24 contains 13244 members 
Mstep: Class 25 contains 614 members 
Mstep: Class 26 contains 610 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12872 members 
Mstep: Class 29 contains 35926 members 
Mstep: Class 30 contains 3805 members 
Mstep: Class 31 contains 8645 members 
Mstep: Class 32 contains 7482 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 86527 members 
Mstep: Class 35 contains 80373 members 
Mstep: Class 36 contains 103155 members 
Mstep: Class 37 contains 11476 members 
Mstep: Class 38 contains 80125 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 823 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 77159 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 82117 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 37678 members 
Mstep: Class 48 contains 35244 members 
Mstep: Class 49 contains 822 members 
Mstep: Class 50 contains 54820 members 
Mstep: Class 51 contains 125090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194668416.000000 Penalty: 119004.437500
Iteration 183Q: 52 clusters Score -1.946684e+08 nChanged 11003
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 92689 members 
Mstep: Class 3 contains 3773 members 
Mstep: Class 4 contains 19290 members 
Mstep: Class 5 contains 552 members 
Mstep: Class 6 contains 680 members 
Mstep: Class 7 contains 99977 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192767 members 
Mstep: Class 11 contains 16043 members 
Mstep: Class 12 contains 29685 members 
Mstep: Class 13 contains 38637 members 
Mstep: Class 14 contains 14552 members 
Mstep: Class 15 contains 4374 members 
Mstep: Class 16 contains 101587 members 
Mstep: Class 17 contains 10573 members 
Mstep: Class 18 contains 8772 members 
Mstep: Class 19 contains 22671 members 
Mstep: Class 20 contains 1469 members 
Mstep: Class 21 contains 31835 members 
Mstep: Class 22 contains 95393 members 
Mstep: Class 23 contains 72020 members 
Mstep: Class 24 contains 13248 members 
Mstep: Class 25 contains 614 members 
Mstep: Class 26 contains 610 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12872 members 
Mstep: Class 29 contains 35707 members 
Mstep: Class 30 contains 3805 members 
Mstep: Class 31 contains 8609 members 
Mstep: Class 32 contains 7482 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 86454 members 
Mstep: Class 35 contains 80746 members 
Mstep: Class 36 contains 104019 members 
Mstep: Class 37 contains 11537 members 
Mstep: Class 38 contains 80124 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 825 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 77880 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 82343 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 36410 members 
Mstep: Class 48 contains 36222 members 
Mstep: Class 49 contains 822 members 
Mstep: Class 50 contains 56373 members 
Mstep: Class 51 contains 124459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194668656.000000 Penalty: 119004.437500
Iteration 184Q: 52 clusters Score -1.946687e+08 nChanged 10953
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 91742 members 
Mstep: Class 3 contains 3761 members 
Mstep: Class 4 contains 19285 members 
Mstep: Class 5 contains 552 members 
Mstep: Class 6 contains 680 members 
Mstep: Class 7 contains 99827 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192770 members 
Mstep: Class 11 contains 15874 members 
Mstep: Class 12 contains 29688 members 
Mstep: Class 13 contains 38647 members 
Mstep: Class 14 contains 14503 members 
Mstep: Class 15 contains 4374 members 
Mstep: Class 16 contains 101542 members 
Mstep: Class 17 contains 10587 members 
Mstep: Class 18 contains 8781 members 
Mstep: Class 19 contains 22669 members 
Mstep: Class 20 contains 1468 members 
Mstep: Class 21 contains 31836 members 
Mstep: Class 22 contains 94356 members 
Mstep: Class 23 contains 71746 members 
Mstep: Class 24 contains 13251 members 
Mstep: Class 25 contains 614 members 
Mstep: Class 26 contains 610 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12872 members 
Mstep: Class 29 contains 35491 members 
Mstep: Class 30 contains 3804 members 
Mstep: Class 31 contains 8571 members 
Mstep: Class 32 contains 7482 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 86368 members 
Mstep: Class 35 contains 81167 members 
Mstep: Class 36 contains 104886 members 
Mstep: Class 37 contains 11598 members 
Mstep: Class 38 contains 80123 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 825 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 78520 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 82563 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 35190 members 
Mstep: Class 48 contains 37232 members 
Mstep: Class 49 contains 822 members 
Mstep: Class 50 contains 57971 members 
Mstep: Class 51 contains 123852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194668432.000000 Penalty: 119004.437500
Iteration 185Q: 52 clusters Score -1.946684e+08 nChanged 11085
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 90803 members 
Mstep: Class 3 contains 3760 members 
Mstep: Class 4 contains 19282 members 
Mstep: Class 5 contains 552 members 
Mstep: Class 6 contains 680 members 
Mstep: Class 7 contains 99702 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192766 members 
Mstep: Class 11 contains 15740 members 
Mstep: Class 12 contains 29686 members 
Mstep: Class 13 contains 38644 members 
Mstep: Class 14 contains 14442 members 
Mstep: Class 15 contains 4375 members 
Mstep: Class 16 contains 101460 members 
Mstep: Class 17 contains 10598 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 22664 members 
Mstep: Class 20 contains 1469 members 
Mstep: Class 21 contains 31836 members 
Mstep: Class 22 contains 93210 members 
Mstep: Class 23 contains 71463 members 
Mstep: Class 24 contains 13252 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 610 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12872 members 
Mstep: Class 29 contains 35255 members 
Mstep: Class 30 contains 3805 members 
Mstep: Class 31 contains 8543 members 
Mstep: Class 32 contains 7482 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 86342 members 
Mstep: Class 35 contains 81645 members 
Mstep: Class 36 contains 105787 members 
Mstep: Class 37 contains 11652 members 
Mstep: Class 38 contains 80118 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 825 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 79155 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 82747 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 34007 members 
Mstep: Class 48 contains 38234 members 
Mstep: Class 49 contains 822 members 
Mstep: Class 50 contains 59646 members 
Mstep: Class 51 contains 123180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194669216.000000 Penalty: 119004.437500
Iteration 186Q: 52 clusters Score -1.946692e+08 nChanged 11260
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 89764 members 
Mstep: Class 3 contains 3759 members 
Mstep: Class 4 contains 19280 members 
Mstep: Class 5 contains 552 members 
Mstep: Class 6 contains 680 members 
Mstep: Class 7 contains 99572 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192773 members 
Mstep: Class 11 contains 15643 members 
Mstep: Class 12 contains 29682 members 
Mstep: Class 13 contains 38624 members 
Mstep: Class 14 contains 14393 members 
Mstep: Class 15 contains 4375 members 
Mstep: Class 16 contains 101224 members 
Mstep: Class 17 contains 10611 members 
Mstep: Class 18 contains 8776 members 
Mstep: Class 19 contains 22662 members 
Mstep: Class 20 contains 1469 members 
Mstep: Class 21 contains 31834 members 
Mstep: Class 22 contains 91978 members 
Mstep: Class 23 contains 71236 members 
Mstep: Class 24 contains 13245 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 610 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12872 members 
Mstep: Class 29 contains 35014 members 
Mstep: Class 30 contains 3807 members 
Mstep: Class 31 contains 8520 members 
Mstep: Class 32 contains 7482 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 86308 members 
Mstep: Class 35 contains 82204 members 
Mstep: Class 36 contains 106704 members 
Mstep: Class 37 contains 11679 members 
Mstep: Class 38 contains 80121 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 826 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 79764 members 
Mstep: Class 43 contains 1012 members 
Mstep: Class 44 contains 82893 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 32916 members 
Mstep: Class 48 contains 39315 members 
Mstep: Class 49 contains 822 members 
Mstep: Class 50 contains 61503 members 
Mstep: Class 51 contains 122396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194670704.000000 Penalty: 119004.437500
Iteration 187Q: 52 clusters Score -1.946707e+08 nChanged 11391
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 88683 members 
Mstep: Class 3 contains 3747 members 
Mstep: Class 4 contains 19278 members 
Mstep: Class 5 contains 553 members 
Mstep: Class 6 contains 680 members 
Mstep: Class 7 contains 99406 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192764 members 
Mstep: Class 11 contains 15602 members 
Mstep: Class 12 contains 29681 members 
Mstep: Class 13 contains 38629 members 
Mstep: Class 14 contains 14354 members 
Mstep: Class 15 contains 4375 members 
Mstep: Class 16 contains 100939 members 
Mstep: Class 17 contains 10620 members 
Mstep: Class 18 contains 8784 members 
Mstep: Class 19 contains 22659 members 
Mstep: Class 20 contains 1469 members 
Mstep: Class 21 contains 31830 members 
Mstep: Class 22 contains 90680 members 
Mstep: Class 23 contains 70923 members 
Mstep: Class 24 contains 13239 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 610 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12872 members 
Mstep: Class 29 contains 34748 members 
Mstep: Class 30 contains 3807 members 
Mstep: Class 31 contains 8495 members 
Mstep: Class 32 contains 7483 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 86259 members 
Mstep: Class 35 contains 82777 members 
Mstep: Class 36 contains 107762 members 
Mstep: Class 37 contains 11729 members 
Mstep: Class 38 contains 80124 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 826 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 80350 members 
Mstep: Class 43 contains 1011 members 
Mstep: Class 44 contains 83057 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 31852 members 
Mstep: Class 48 contains 40377 members 
Mstep: Class 49 contains 822 members 
Mstep: Class 50 contains 63439 members 
Mstep: Class 51 contains 121606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194670256.000000 Penalty: 119004.437500
Iteration 188Q: 52 clusters Score -1.946703e+08 nChanged 11150
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 87599 members 
Mstep: Class 3 contains 3733 members 
Mstep: Class 4 contains 19279 members 
Mstep: Class 5 contains 553 members 
Mstep: Class 6 contains 680 members 
Mstep: Class 7 contains 99234 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192762 members 
Mstep: Class 11 contains 15572 members 
Mstep: Class 12 contains 29676 members 
Mstep: Class 13 contains 38621 members 
Mstep: Class 14 contains 14295 members 
Mstep: Class 15 contains 4375 members 
Mstep: Class 16 contains 100549 members 
Mstep: Class 17 contains 10626 members 
Mstep: Class 18 contains 8790 members 
Mstep: Class 19 contains 22660 members 
Mstep: Class 20 contains 1469 members 
Mstep: Class 21 contains 31827 members 
Mstep: Class 22 contains 89413 members 
Mstep: Class 23 contains 70678 members 
Mstep: Class 24 contains 13243 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 610 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12872 members 
Mstep: Class 29 contains 34518 members 
Mstep: Class 30 contains 3806 members 
Mstep: Class 31 contains 8467 members 
Mstep: Class 32 contains 7483 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 86167 members 
Mstep: Class 35 contains 83261 members 
Mstep: Class 36 contains 108916 members 
Mstep: Class 37 contains 11768 members 
Mstep: Class 38 contains 80129 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 826 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 80933 members 
Mstep: Class 43 contains 1011 members 
Mstep: Class 44 contains 83237 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 30799 members 
Mstep: Class 48 contains 41437 members 
Mstep: Class 49 contains 822 members 
Mstep: Class 50 contains 65426 members 
Mstep: Class 51 contains 120778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194670224.000000 Penalty: 119004.437500
Iteration 189Q: 52 clusters Score -1.946702e+08 nChanged 10968
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 86608 members 
Mstep: Class 3 contains 3729 members 
Mstep: Class 4 contains 19274 members 
Mstep: Class 5 contains 553 members 
Mstep: Class 6 contains 680 members 
Mstep: Class 7 contains 99096 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192757 members 
Mstep: Class 11 contains 15567 members 
Mstep: Class 12 contains 29675 members 
Mstep: Class 13 contains 38630 members 
Mstep: Class 14 contains 14240 members 
Mstep: Class 15 contains 4375 members 
Mstep: Class 16 contains 100059 members 
Mstep: Class 17 contains 10633 members 
Mstep: Class 18 contains 8801 members 
Mstep: Class 19 contains 22660 members 
Mstep: Class 20 contains 1469 members 
Mstep: Class 21 contains 31821 members 
Mstep: Class 22 contains 88156 members 
Mstep: Class 23 contains 70429 members 
Mstep: Class 24 contains 13249 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 610 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12871 members 
Mstep: Class 29 contains 34273 members 
Mstep: Class 30 contains 3804 members 
Mstep: Class 31 contains 8429 members 
Mstep: Class 32 contains 7483 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 86027 members 
Mstep: Class 35 contains 83781 members 
Mstep: Class 36 contains 110036 members 
Mstep: Class 37 contains 11814 members 
Mstep: Class 38 contains 80136 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 826 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 81530 members 
Mstep: Class 43 contains 1011 members 
Mstep: Class 44 contains 83396 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 29803 members 
Mstep: Class 48 contains 42508 members 
Mstep: Class 49 contains 822 members 
Mstep: Class 50 contains 67418 members 
Mstep: Class 51 contains 119861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194671072.000000 Penalty: 119004.437500
Iteration 190Q: 52 clusters Score -1.946711e+08 nChanged 10694
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 85627 members 
Mstep: Class 3 contains 3731 members 
Mstep: Class 4 contains 19275 members 
Mstep: Class 5 contains 553 members 
Mstep: Class 6 contains 680 members 
Mstep: Class 7 contains 98933 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192751 members 
Mstep: Class 11 contains 15564 members 
Mstep: Class 12 contains 29674 members 
Mstep: Class 13 contains 38638 members 
Mstep: Class 14 contains 14175 members 
Mstep: Class 15 contains 4375 members 
Mstep: Class 16 contains 99562 members 
Mstep: Class 17 contains 10634 members 
Mstep: Class 18 contains 8808 members 
Mstep: Class 19 contains 22660 members 
Mstep: Class 20 contains 1468 members 
Mstep: Class 21 contains 31818 members 
Mstep: Class 22 contains 87012 members 
Mstep: Class 23 contains 70167 members 
Mstep: Class 24 contains 13252 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 610 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12871 members 
Mstep: Class 29 contains 34065 members 
Mstep: Class 30 contains 3804 members 
Mstep: Class 31 contains 8401 members 
Mstep: Class 32 contains 7484 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 85877 members 
Mstep: Class 35 contains 84258 members 
Mstep: Class 36 contains 111149 members 
Mstep: Class 37 contains 11866 members 
Mstep: Class 38 contains 80134 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 826 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 82104 members 
Mstep: Class 43 contains 1011 members 
Mstep: Class 44 contains 83521 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 28847 members 
Mstep: Class 48 contains 43512 members 
Mstep: Class 49 contains 823 members 
Mstep: Class 50 contains 69517 members 
Mstep: Class 51 contains 118863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194671264.000000 Penalty: 119004.437500
Iteration 191Q: 52 clusters Score -1.946713e+08 nChanged 10309
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 84563 members 
Mstep: Class 3 contains 3720 members 
Mstep: Class 4 contains 19266 members 
Mstep: Class 5 contains 553 members 
Mstep: Class 6 contains 680 members 
Mstep: Class 7 contains 98756 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192741 members 
Mstep: Class 11 contains 15593 members 
Mstep: Class 12 contains 29670 members 
Mstep: Class 13 contains 38625 members 
Mstep: Class 14 contains 14128 members 
Mstep: Class 15 contains 4374 members 
Mstep: Class 16 contains 99034 members 
Mstep: Class 17 contains 10640 members 
Mstep: Class 18 contains 8807 members 
Mstep: Class 19 contains 22659 members 
Mstep: Class 20 contains 1468 members 
Mstep: Class 21 contains 31808 members 
Mstep: Class 22 contains 86036 members 
Mstep: Class 23 contains 69820 members 
Mstep: Class 24 contains 13249 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 610 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12871 members 
Mstep: Class 29 contains 33868 members 
Mstep: Class 30 contains 3804 members 
Mstep: Class 31 contains 8373 members 
Mstep: Class 32 contains 7485 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 85750 members 
Mstep: Class 35 contains 84716 members 
Mstep: Class 36 contains 112202 members 
Mstep: Class 37 contains 11914 members 
Mstep: Class 38 contains 80139 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 826 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 82647 members 
Mstep: Class 43 contains 1011 members 
Mstep: Class 44 contains 83656 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 28050 members 
Mstep: Class 48 contains 44533 members 
Mstep: Class 49 contains 823 members 
Mstep: Class 50 contains 71715 members 
Mstep: Class 51 contains 117717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194671712.000000 Penalty: 119004.437500
Iteration 192Q: 52 clusters Score -1.946717e+08 nChanged 10172
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 83462 members 
Mstep: Class 3 contains 3704 members 
Mstep: Class 4 contains 19252 members 
Mstep: Class 5 contains 553 members 
Mstep: Class 6 contains 680 members 
Mstep: Class 7 contains 98585 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192725 members 
Mstep: Class 11 contains 15641 members 
Mstep: Class 12 contains 29668 members 
Mstep: Class 13 contains 38619 members 
Mstep: Class 14 contains 14077 members 
Mstep: Class 15 contains 4373 members 
Mstep: Class 16 contains 98551 members 
Mstep: Class 17 contains 10648 members 
Mstep: Class 18 contains 8813 members 
Mstep: Class 19 contains 22661 members 
Mstep: Class 20 contains 1469 members 
Mstep: Class 21 contains 31803 members 
Mstep: Class 22 contains 85186 members 
Mstep: Class 23 contains 69492 members 
Mstep: Class 24 contains 13251 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 610 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12871 members 
Mstep: Class 29 contains 33714 members 
Mstep: Class 30 contains 3804 members 
Mstep: Class 31 contains 8346 members 
Mstep: Class 32 contains 7487 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 85631 members 
Mstep: Class 35 contains 85086 members 
Mstep: Class 36 contains 113130 members 
Mstep: Class 37 contains 11953 members 
Mstep: Class 38 contains 80150 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 826 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 83149 members 
Mstep: Class 43 contains 1011 members 
Mstep: Class 44 contains 83780 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 27362 members 
Mstep: Class 48 contains 45488 members 
Mstep: Class 49 contains 823 members 
Mstep: Class 50 contains 73930 members 
Mstep: Class 51 contains 116536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194671744.000000 Penalty: 119004.437500
Iteration 193Q: 52 clusters Score -1.946717e+08 nChanged 10166
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 82393 members 
Mstep: Class 3 contains 3700 members 
Mstep: Class 4 contains 19242 members 
Mstep: Class 5 contains 553 members 
Mstep: Class 6 contains 680 members 
Mstep: Class 7 contains 98420 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192710 members 
Mstep: Class 11 contains 15676 members 
Mstep: Class 12 contains 29659 members 
Mstep: Class 13 contains 38609 members 
Mstep: Class 14 contains 14022 members 
Mstep: Class 15 contains 4373 members 
Mstep: Class 16 contains 98015 members 
Mstep: Class 17 contains 10646 members 
Mstep: Class 18 contains 8809 members 
Mstep: Class 19 contains 22654 members 
Mstep: Class 20 contains 1469 members 
Mstep: Class 21 contains 31796 members 
Mstep: Class 22 contains 84436 members 
Mstep: Class 23 contains 69273 members 
Mstep: Class 24 contains 13256 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 610 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12872 members 
Mstep: Class 29 contains 33522 members 
Mstep: Class 30 contains 3804 members 
Mstep: Class 31 contains 8334 members 
Mstep: Class 32 contains 7487 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 85527 members 
Mstep: Class 35 contains 85484 members 
Mstep: Class 36 contains 113990 members 
Mstep: Class 37 contains 11998 members 
Mstep: Class 38 contains 80147 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 826 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 83749 members 
Mstep: Class 43 contains 1011 members 
Mstep: Class 44 contains 83872 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 26765 members 
Mstep: Class 48 contains 46479 members 
Mstep: Class 49 contains 823 members 
Mstep: Class 50 contains 76076 members 
Mstep: Class 51 contains 115133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194671568.000000 Penalty: 119004.437500
Iteration 194Q: 52 clusters Score -1.946716e+08 nChanged 10046
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 81378 members 
Mstep: Class 3 contains 3687 members 
Mstep: Class 4 contains 19241 members 
Mstep: Class 5 contains 553 members 
Mstep: Class 6 contains 680 members 
Mstep: Class 7 contains 98276 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192692 members 
Mstep: Class 11 contains 15675 members 
Mstep: Class 12 contains 29662 members 
Mstep: Class 13 contains 38582 members 
Mstep: Class 14 contains 13963 members 
Mstep: Class 15 contains 4372 members 
Mstep: Class 16 contains 97468 members 
Mstep: Class 17 contains 10651 members 
Mstep: Class 18 contains 8818 members 
Mstep: Class 19 contains 22647 members 
Mstep: Class 20 contains 1468 members 
Mstep: Class 21 contains 31789 members 
Mstep: Class 22 contains 83808 members 
Mstep: Class 23 contains 69096 members 
Mstep: Class 24 contains 13257 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 610 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12872 members 
Mstep: Class 29 contains 33318 members 
Mstep: Class 30 contains 3804 members 
Mstep: Class 31 contains 8325 members 
Mstep: Class 32 contains 7487 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 85427 members 
Mstep: Class 35 contains 85774 members 
Mstep: Class 36 contains 114891 members 
Mstep: Class 37 contains 12044 members 
Mstep: Class 38 contains 80147 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 826 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 84485 members 
Mstep: Class 43 contains 1011 members 
Mstep: Class 44 contains 83924 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 26225 members 
Mstep: Class 48 contains 47414 members 
Mstep: Class 49 contains 823 members 
Mstep: Class 50 contains 78079 members 
Mstep: Class 51 contains 113651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194671760.000000 Penalty: 119004.437500
Iteration 195Q: 52 clusters Score -1.946718e+08 nChanged 10212
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 80476 members 
Mstep: Class 3 contains 3671 members 
Mstep: Class 4 contains 19233 members 
Mstep: Class 5 contains 553 members 
Mstep: Class 6 contains 680 members 
Mstep: Class 7 contains 98184 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192662 members 
Mstep: Class 11 contains 15677 members 
Mstep: Class 12 contains 29663 members 
Mstep: Class 13 contains 38533 members 
Mstep: Class 14 contains 13899 members 
Mstep: Class 15 contains 4371 members 
Mstep: Class 16 contains 96822 members 
Mstep: Class 17 contains 10665 members 
Mstep: Class 18 contains 8830 members 
Mstep: Class 19 contains 22638 members 
Mstep: Class 20 contains 1468 members 
Mstep: Class 21 contains 31785 members 
Mstep: Class 22 contains 83187 members 
Mstep: Class 23 contains 68990 members 
Mstep: Class 24 contains 13260 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 610 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12873 members 
Mstep: Class 29 contains 33156 members 
Mstep: Class 30 contains 3804 members 
Mstep: Class 31 contains 8307 members 
Mstep: Class 32 contains 7487 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 85343 members 
Mstep: Class 35 contains 86010 members 
Mstep: Class 36 contains 115773 members 
Mstep: Class 37 contains 12081 members 
Mstep: Class 38 contains 80137 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 826 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 85487 members 
Mstep: Class 43 contains 1011 members 
Mstep: Class 44 contains 83926 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 25809 members 
Mstep: Class 48 contains 48128 members 
Mstep: Class 49 contains 823 members 
Mstep: Class 50 contains 79968 members 
Mstep: Class 51 contains 112094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194671600.000000 Penalty: 119004.437500
Iteration 196Q: 52 clusters Score -1.946716e+08 nChanged 10845
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 79640 members 
Mstep: Class 3 contains 3656 members 
Mstep: Class 4 contains 19227 members 
Mstep: Class 5 contains 553 members 
Mstep: Class 6 contains 680 members 
Mstep: Class 7 contains 98098 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192640 members 
Mstep: Class 11 contains 15660 members 
Mstep: Class 12 contains 29660 members 
Mstep: Class 13 contains 38515 members 
Mstep: Class 14 contains 13850 members 
Mstep: Class 15 contains 4372 members 
Mstep: Class 16 contains 96156 members 
Mstep: Class 17 contains 10673 members 
Mstep: Class 18 contains 8820 members 
Mstep: Class 19 contains 22630 members 
Mstep: Class 20 contains 1468 members 
Mstep: Class 21 contains 31780 members 
Mstep: Class 22 contains 82346 members 
Mstep: Class 23 contains 69009 members 
Mstep: Class 24 contains 13268 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 610 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12873 members 
Mstep: Class 29 contains 33010 members 
Mstep: Class 30 contains 3805 members 
Mstep: Class 31 contains 8291 members 
Mstep: Class 32 contains 7487 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 85227 members 
Mstep: Class 35 contains 86134 members 
Mstep: Class 36 contains 116723 members 
Mstep: Class 37 contains 12114 members 
Mstep: Class 38 contains 80133 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 826 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 86777 members 
Mstep: Class 43 contains 1011 members 
Mstep: Class 44 contains 83919 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 25532 members 
Mstep: Class 48 contains 48637 members 
Mstep: Class 49 contains 823 members 
Mstep: Class 50 contains 81909 members 
Mstep: Class 51 contains 110358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194671520.000000 Penalty: 119004.437500
Iteration 197Q: 52 clusters Score -1.946715e+08 nChanged 11664
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 78912 members 
Mstep: Class 3 contains 3646 members 
Mstep: Class 4 contains 19239 members 
Mstep: Class 5 contains 553 members 
Mstep: Class 6 contains 680 members 
Mstep: Class 7 contains 98036 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192617 members 
Mstep: Class 11 contains 15619 members 
Mstep: Class 12 contains 29654 members 
Mstep: Class 13 contains 38507 members 
Mstep: Class 14 contains 13798 members 
Mstep: Class 15 contains 4373 members 
Mstep: Class 16 contains 95394 members 
Mstep: Class 17 contains 10677 members 
Mstep: Class 18 contains 8806 members 
Mstep: Class 19 contains 22623 members 
Mstep: Class 20 contains 1469 members 
Mstep: Class 21 contains 31775 members 
Mstep: Class 22 contains 81188 members 
Mstep: Class 23 contains 69042 members 
Mstep: Class 24 contains 13285 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 610 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12872 members 
Mstep: Class 29 contains 32867 members 
Mstep: Class 30 contains 3805 members 
Mstep: Class 31 contains 8274 members 
Mstep: Class 32 contains 7488 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 85146 members 
Mstep: Class 35 contains 86103 members 
Mstep: Class 36 contains 117629 members 
Mstep: Class 37 contains 12139 members 
Mstep: Class 38 contains 80131 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 826 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 88456 members 
Mstep: Class 43 contains 1011 members 
Mstep: Class 44 contains 83954 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 25312 members 
Mstep: Class 48 contains 48992 members 
Mstep: Class 49 contains 823 members 
Mstep: Class 50 contains 83963 members 
Mstep: Class 51 contains 108606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194670832.000000 Penalty: 119004.437500
Iteration 198Q: 52 clusters Score -1.946708e+08 nChanged 11945
Entering ConstructFrom: 
Score: -194670832.000000 Penalty: 119004.437500
Entering ConstructFrom: 
Trying to split cluster 1 (369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Entering Unmasked Estep 
Score: -24116.744141 Penalty: 960.504456
	Iteration 0F: 2 clusters Score -24116.74 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 180 members 
Entering Unmasked Estep 
Score: -23252.449219 Penalty: 1921.008911
	Iteration 0F: 3 clusters Score -23252.45 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -23575.259766 Penalty: 1921.008911
	Iteration 1F: 3 clusters Score -23575.26 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -23724.308594 Penalty: 1921.008911
	Iteration 2F: 3 clusters Score -23724.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -23771.964844 Penalty: 1921.008911
	Iteration 3Q: 3 clusters Score -23771.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -23788.751953 Penalty: 1921.008911
	Iteration 4Q: 3 clusters Score -23788.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -23793.986328 Penalty: 1921.008911
	Iteration 5Q: 3 clusters Score -23793.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -23793.986328 Penalty: 1921.008911
	Iteration 6F: 3 clusters Score -23793.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (77851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77851 members 
Entering Unmasked Estep 
Score: -9267976.000000 Penalty: 1830.164795
	Iteration 0F: 2 clusters Score -9267976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 38936 members 
Entering Unmasked Estep 
Score: -9215925.000000 Penalty: 3660.329590
	Iteration 0F: 3 clusters Score -9215925 nChanged 37128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39039 members 
Mstep: Class 2 contains 38812 members 
Entering Unmasked Estep 
Score: -9237143.000000 Penalty: 3660.329590
	Iteration 1F: 3 clusters Score -9237143 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39046 members 
Mstep: Class 2 contains 38805 members 
Entering Unmasked Estep 
Score: -9237678.000000 Penalty: 3660.329590
	Iteration 2Q: 3 clusters Score -9237678 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39021 members 
Mstep: Class 2 contains 38830 members 
Entering Unmasked Estep 
Score: -9238126.000000 Penalty: 3660.329590
	Iteration 3Q: 3 clusters Score -9238126 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39062 members 
Mstep: Class 2 contains 38789 members 
Entering Unmasked Estep 
Score: -9238725.000000 Penalty: 3660.329590
	Iteration 4Q: 3 clusters Score -9238725 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39086 members 
Mstep: Class 2 contains 38765 members 
Entering Unmasked Estep 
Score: -9239454.000000 Penalty: 3660.329590
	Iteration 5Q: 3 clusters Score -9239454 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39001 members 
Mstep: Class 2 contains 38850 members 
Entering Unmasked Estep 
Score: -9240494.000000 Penalty: 3660.329590
	Iteration 6Q: 3 clusters Score -9240494 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38881 members 
Mstep: Class 2 contains 38970 members 
Entering Unmasked Estep 
Score: -9242184.000000 Penalty: 3660.329590
	Iteration 7Q: 3 clusters Score -9242184 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38638 members 
Mstep: Class 2 contains 39213 members 
Entering Unmasked Estep 
Score: -9245058.000000 Penalty: 3660.329590
	Iteration 8F: 3 clusters Score -9245058 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38329 members 
Mstep: Class 2 contains 39522 members 
Entering Unmasked Estep 
Score: -9249165.000000 Penalty: 3660.329590
	Iteration 9F: 3 clusters Score -9249165 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37971 members 
Mstep: Class 2 contains 39880 members 
Entering Unmasked Estep 
Score: -9252927.000000 Penalty: 3660.329590
	Iteration 10F: 3 clusters Score -9252927 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37607 members 
Mstep: Class 2 contains 40244 members 
Entering Unmasked Estep 
Score: -9254924.000000 Penalty: 3660.329590
	Iteration 11F: 3 clusters Score -9254924 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37242 members 
Mstep: Class 2 contains 40609 members 
Entering Unmasked Estep 
Score: -9256048.000000 Penalty: 3660.329590
	Iteration 12Q: 3 clusters Score -9256048 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 41081 members 
Entering Unmasked Estep 
Score: -9256947.000000 Penalty: 3660.329590
	Iteration 13Q: 3 clusters Score -9256947 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36148 members 
Mstep: Class 2 contains 41703 members 
Entering Unmasked Estep 
Score: -9257677.000000 Penalty: 3660.329590
	Iteration 14Q: 3 clusters Score -9257677 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35344 members 
Mstep: Class 2 contains 42507 members 
Entering Unmasked Estep 
Score: -9258581.000000 Penalty: 3660.329590
	Iteration 15Q: 3 clusters Score -9258581 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34410 members 
Mstep: Class 2 contains 43441 members 
Entering Unmasked Estep 
Score: -9259418.000000 Penalty: 3660.329590
	Iteration 16Q: 3 clusters Score -9259418 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 44358 members 
Entering Unmasked Estep 
Score: -9260319.000000 Penalty: 3660.329590
	Iteration 17Q: 3 clusters Score -9260319 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32533 members 
Mstep: Class 2 contains 45318 members 
Entering Unmasked Estep 
Score: -9261196.000000 Penalty: 3660.329590
	Iteration 18Q: 3 clusters Score -9261196 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 46244 members 
Entering Unmasked Estep 
Score: -9261922.000000 Penalty: 3660.329590
	Iteration 19Q: 3 clusters Score -9261922 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30747 members 
Mstep: Class 2 contains 47104 members 
Entering Unmasked Estep 
Score: -9262500.000000 Penalty: 3660.329590
	Iteration 20F: 3 clusters Score -9262500 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 47975 members 
Entering Unmasked Estep 
Score: -9262995.000000 Penalty: 3660.329590
	Iteration 21Q: 3 clusters Score -9262995 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29022 members 
Mstep: Class 2 contains 48829 members 
Entering Unmasked Estep 
Score: -9263385.000000 Penalty: 3660.329590
	Iteration 22Q: 3 clusters Score -9263385 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 49537 members 
Entering Unmasked Estep 
Score: -9263614.000000 Penalty: 3660.329590
	Iteration 23Q: 3 clusters Score -9263614 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 50212 members 
Entering Unmasked Estep 
Score: -9263864.000000 Penalty: 3660.329590
	Iteration 24Q: 3 clusters Score -9263864 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 50869 members 
Entering Unmasked Estep 
Score: -9264044.000000 Penalty: 3660.329590
	Iteration 25Q: 3 clusters Score -9264044 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 51558 members 
Entering Unmasked Estep 
Score: -9264217.000000 Penalty: 3660.329590
	Iteration 26Q: 3 clusters Score -9264217 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 52256 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9264390 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 52922 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9264494 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 53502 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9264597 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 54049 members 
Entering Unmasked Estep 
Score: -9264697.000000 Penalty: 3660.329590
	Iteration 30Q: 3 clusters Score -9264697 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 54579 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9264729 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 55092 members 
Entering Unmasked Estep 
Score: -9264812.000000 Penalty: 3660.329590
	Iteration 32Q: 3 clusters Score -9264812 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 55587 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9264897 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 56097 members 
Entering Unmasked Estep 
Score: -9265010.000000 Penalty: 3660.329590
	Iteration 34Q: 3 clusters Score -9265010 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 56620 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9265070 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 57185 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9265163 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 57718 members 
Entering Unmasked Estep 
Score: -9265290.000000 Penalty: 3660.329590
	Iteration 37Q: 3 clusters Score -9265290 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 58253 members 
Entering Unmasked Estep 
Score: -9265388.000000 Penalty: 3660.329590
	Iteration 38Q: 3 clusters Score -9265388 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 58748 members 
Entering Unmasked Estep 
Score: -9265436.000000 Penalty: 3660.329590
	Iteration 39Q: 3 clusters Score -9265436 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 59229 members 
Entering Unmasked Estep 
Score: -9265467.000000 Penalty: 3660.329590
	Iteration 40F: 3 clusters Score -9265467 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 59714 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9265549 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 60159 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9265636 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 60615 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9265717 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 61056 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9265776 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 61492 members 
Entering Unmasked Estep 
Score: -9265898.000000 Penalty: 3660.329590
	Iteration 45Q: 3 clusters Score -9265898 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 61914 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9265979 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 62352 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9266060 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 62779 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9266114 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 63171 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9266181 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 63606 members 
Entering Unmasked Estep 
Score: -9266239.000000 Penalty: 3660.329590
	Iteration 50Q: 3 clusters Score -9266239 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 63990 members 
Entering Unmasked Estep 
Score: -9266319.000000 Penalty: 3660.329590
	Iteration 51Q: 3 clusters Score -9266319 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 64370 members 
Entering Unmasked Estep 
Score: -9266377.000000 Penalty: 3660.329590
	Iteration 52Q: 3 clusters Score -9266377 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 64713 members 
Entering Unmasked Estep 
Score: -9266405.000000 Penalty: 3660.329590
	Iteration 53Q: 3 clusters Score -9266405 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 65031 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9266463 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 65383 members 
Entering Unmasked Estep 
Score: -9266513.000000 Penalty: 3660.329590
	Iteration 55Q: 3 clusters Score -9266513 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 65720 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9266536 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 66047 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9266541 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 66374 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9266583 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 66691 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9266622 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 67042 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9266644 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 67377 members 
Entering Unmasked Estep 
Score: -9266702.000000 Penalty: 3660.329590
	Iteration 61Q: 3 clusters Score -9266702 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 67702 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9266726 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 68036 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9266771 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 68366 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9266801 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 68678 members 
Entering Unmasked Estep 
Score: -9266859.000000 Penalty: 3660.329590
	Iteration 65Q: 3 clusters Score -9266859 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 68960 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9266940 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 69226 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9266968 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 69486 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9266992 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 69730 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9267066 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 69960 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9267068 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 70179 members 
Entering Unmasked Estep 
Score: -9267087.000000 Penalty: 3660.329590
	Iteration 71Q: 3 clusters Score -9267087 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 70362 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9267097 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 70521 members 
Entering Unmasked Estep 
Score: -9267122.000000 Penalty: 3660.329590
	Iteration 73Q: 3 clusters Score -9267122 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 70668 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9267123 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 70800 members 
Entering Unmasked Estep 
Score: -9267154.000000 Penalty: 3660.329590
	Iteration 75Q: 3 clusters Score -9267154 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 70928 members 
Entering Unmasked Estep 
Score: -9267166.000000 Penalty: 3660.329590
	Iteration 76Q: 3 clusters Score -9267166 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 71050 members 
Entering Unmasked Estep 
Score: -9267155.000000 Penalty: 3660.329590
	Iteration 77Q: 3 clusters Score -9267155 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 71182 members 
Entering Unmasked Estep 
Score: -9267178.000000 Penalty: 3660.329590
	Iteration 78Q: 3 clusters Score -9267178 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 71288 members 
Entering Unmasked Estep 
Score: -9267194.000000 Penalty: 3660.329590
	Iteration 79Q: 3 clusters Score -9267194 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 71396 members 
Entering Unmasked Estep 
Score: -9267182.000000 Penalty: 3660.329590
	Iteration 80F: 3 clusters Score -9267182 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 71495 members 
Entering Unmasked Estep 
Score: -9267189.000000 Penalty: 3660.329590
	Iteration 81Q: 3 clusters Score -9267189 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 71588 members 
Entering Unmasked Estep 
Score: -9267174.000000 Penalty: 3660.329590
	Iteration 82Q: 3 clusters Score -9267174 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 71675 members 
Entering Unmasked Estep 
Score: -9267180.000000 Penalty: 3660.329590
	Iteration 83Q: 3 clusters Score -9267180 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 71748 members 
Entering Unmasked Estep 
Score: -9267183.000000 Penalty: 3660.329590
	Iteration 84Q: 3 clusters Score -9267183 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 71811 members 
Entering Unmasked Estep 
Score: -9267187.000000 Penalty: 3660.329590
	Iteration 85Q: 3 clusters Score -9267187 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 71872 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9267194 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 71940 members 
Entering Unmasked Estep 
Score: -9267171.000000 Penalty: 3660.329590
	Iteration 87Q: 3 clusters Score -9267171 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 72016 members 
Entering Unmasked Estep 
Score: -9267194.000000 Penalty: 3660.329590
	Iteration 88Q: 3 clusters Score -9267194 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 72082 members 
Entering Unmasked Estep 
Score: -9267203.000000 Penalty: 3660.329590
	Iteration 89Q: 3 clusters Score -9267203 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 72158 members 
Entering Unmasked Estep 
Score: -9267191.000000 Penalty: 3660.329590
	Iteration 90Q: 3 clusters Score -9267191 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 72232 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9267191 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 72304 members 
Entering Unmasked Estep 
Score: -9267214.000000 Penalty: 3660.329590
	Iteration 92Q: 3 clusters Score -9267214 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 72369 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9267216 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 72411 members 
Entering Unmasked Estep 
Score: -9267219.000000 Penalty: 3660.329590
	Iteration 94Q: 3 clusters Score -9267219 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 72444 members 
Entering Unmasked Estep 
Score: -9267231.000000 Penalty: 3660.329590
	Iteration 95Q: 3 clusters Score -9267231 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 72484 members 
Entering Unmasked Estep 
Score: -9267221.000000 Penalty: 3660.329590
	Iteration 96Q: 3 clusters Score -9267221 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 72525 members 
Entering Unmasked Estep 
Score: -9267235.000000 Penalty: 3660.329590
	Iteration 97Q: 3 clusters Score -9267235 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 72555 members 
Entering Unmasked Estep 
Score: -9267240.000000 Penalty: 3660.329590
	Iteration 98Q: 3 clusters Score -9267240 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 72582 members 
Entering Unmasked Estep 
Score: -9267245.000000 Penalty: 3660.329590
	Iteration 99Q: 3 clusters Score -9267245 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 72609 members 
Entering Unmasked Estep 
Score: -9267237.000000 Penalty: 3660.329590
	Iteration 100F: 3 clusters Score -9267237 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 72634 members 
Entering Unmasked Estep 
Score: -9267227.000000 Penalty: 3660.329590
	Iteration 101Q: 3 clusters Score -9267227 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 72652 members 
Entering Unmasked Estep 
Score: -9267221.000000 Penalty: 3660.329590
	Iteration 102Q: 3 clusters Score -9267221 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 72670 members 
Entering Unmasked Estep 
Score: -9267228.000000 Penalty: 3660.329590
	Iteration 103Q: 3 clusters Score -9267228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 72686 members 
Entering Unmasked Estep 
Score: -9267229.000000 Penalty: 3660.329590
	Iteration 104Q: 3 clusters Score -9267229 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 72699 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9267225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 72709 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9267225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 72717 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9267230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 72728 members 
Entering Unmasked Estep 
Score: -9267220.000000 Penalty: 3660.329590
	Iteration 108Q: 3 clusters Score -9267220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 72735 members 
Entering Unmasked Estep 
Score: -9267224.000000 Penalty: 3660.329590
	Iteration 109Q: 3 clusters Score -9267224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 72748 members 
Entering Unmasked Estep 
Score: -9267226.000000 Penalty: 3660.329590
	Iteration 110Q: 3 clusters Score -9267226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 72759 members 
Entering Unmasked Estep 
Score: -9267227.000000 Penalty: 3660.329590
	Iteration 111Q: 3 clusters Score -9267227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 72767 members 
Entering Unmasked Estep 
Score: -9267226.000000 Penalty: 3660.329590
	Iteration 112Q: 3 clusters Score -9267226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 72773 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9267220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 72776 members 
Entering Unmasked Estep 
Score: -9267226.000000 Penalty: 3660.329590
	Iteration 114Q: 3 clusters Score -9267226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 72780 members 
Entering Unmasked Estep 
Score: -9267223.000000 Penalty: 3660.329590
	Iteration 115Q: 3 clusters Score -9267223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 72784 members 
Entering Unmasked Estep 
Score: -9267229.000000 Penalty: 3660.329590
	Iteration 116Q: 3 clusters Score -9267229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 72787 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9267229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 72788 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9267227 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 72788 members 
Entering Unmasked Estep 
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	Iteration 119F: 3 clusters Score -9267227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Entering Unmasked Estep 
Score: -420316.718750 Penalty: 1331.921021
	Iteration 0F: 2 clusters Score -420316.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -417141.093750 Penalty: 2663.842041
	Iteration 0F: 3 clusters Score -417141.1 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -417938.593750 Penalty: 2663.842041
	Iteration 1F: 3 clusters Score -417938.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -418075.906250 Penalty: 2663.842041
	Iteration 2F: 3 clusters Score -418075.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -418169.687500 Penalty: 2663.842041
	Iteration 3F: 3 clusters Score -418169.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -418253.625000 Penalty: 2663.842041
	Iteration 4Q: 3 clusters Score -418253.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -418312.218750 Penalty: 2663.842041
	Iteration 5Q: 3 clusters Score -418312.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -418363.250000 Penalty: 2663.842041
	Iteration 6Q: 3 clusters Score -418363.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -418413.718750 Penalty: 2663.842041
	Iteration 7Q: 3 clusters Score -418413.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -418462.218750 Penalty: 2663.842041
	Iteration 8Q: 3 clusters Score -418462.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -418522.500000 Penalty: 2663.842041
	Iteration 9Q: 3 clusters Score -418522.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -418575.875000 Penalty: 2663.842041
	Iteration 10Q: 3 clusters Score -418575.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -418638.781250 Penalty: 2663.842041
	Iteration 11Q: 3 clusters Score -418638.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -418716.656250 Penalty: 2663.842041
	Iteration 12Q: 3 clusters Score -418716.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -418791.250000 Penalty: 2663.842041
	Iteration 13Q: 3 clusters Score -418791.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -418847.531250 Penalty: 2663.842041
	Iteration 14Q: 3 clusters Score -418847.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -418918.625000 Penalty: 2663.842041
	Iteration 15Q: 3 clusters Score -418918.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -418965.375000 Penalty: 2663.842041
	Iteration 16Q: 3 clusters Score -418965.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -419005.093750 Penalty: 2663.842041
	Iteration 17Q: 3 clusters Score -419005.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -419034.750000 Penalty: 2663.842041
	Iteration 18Q: 3 clusters Score -419034.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -419062.343750 Penalty: 2663.842041
	Iteration 19Q: 3 clusters Score -419062.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -419086.437500 Penalty: 2663.842041
	Iteration 20F: 3 clusters Score -419086.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -419107.843750 Penalty: 2663.842041
	Iteration 21Q: 3 clusters Score -419107.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -419119.468750 Penalty: 2663.842041
	Iteration 22Q: 3 clusters Score -419119.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -419124.875000 Penalty: 2663.842041
	Iteration 23Q: 3 clusters Score -419124.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -419129.562500 Penalty: 2663.842041
	Iteration 24Q: 3 clusters Score -419129.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -419129.906250 Penalty: 2663.842041
	Iteration 25Q: 3 clusters Score -419129.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -419134.312500 Penalty: 2663.842041
	Iteration 26Q: 3 clusters Score -419134.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -419136.375000 Penalty: 2663.842041
	Iteration 27Q: 3 clusters Score -419136.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -419140.218750 Penalty: 2663.842041
	Iteration 28Q: 3 clusters Score -419140.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -419147.500000 Penalty: 2663.842041
	Iteration 29Q: 3 clusters Score -419147.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -419151.468750 Penalty: 2663.842041
	Iteration 30Q: 3 clusters Score -419151.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -419154.906250 Penalty: 2663.842041
	Iteration 31Q: 3 clusters Score -419154.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -419155.937500 Penalty: 2663.842041
	Iteration 32Q: 3 clusters Score -419155.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -419158.468750 Penalty: 2663.842041
	Iteration 33Q: 3 clusters Score -419158.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -419159.562500 Penalty: 2663.842041
	Iteration 34Q: 3 clusters Score -419159.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -419161.843750 Penalty: 2663.842041
	Iteration 35Q: 3 clusters Score -419161.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -419162.562500 Penalty: 2663.842041
	Iteration 36Q: 3 clusters Score -419162.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -419162.562500 Penalty: 2663.842041
	Iteration 37F: 3 clusters Score -419162.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Entering Unmasked Estep 
Score: -2217576.000000 Penalty: 1603.029785
	Iteration 0F: 2 clusters Score -2217576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -2204396.000000 Penalty: 3206.059570
	Iteration 0F: 3 clusters Score -2204396 nChanged 8702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -2209098.500000 Penalty: 3206.059570
	Iteration 1F: 3 clusters Score -2209098 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -2209331.000000 Penalty: 3206.059570
	Iteration 2Q: 3 clusters Score -2209331 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -2209497.500000 Penalty: 3206.059570
	Iteration 3Q: 3 clusters Score -2209498 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -2209679.750000 Penalty: 3206.059570
	Iteration 4Q: 3 clusters Score -2209680 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -2209864.250000 Penalty: 3206.059570
	Iteration 5Q: 3 clusters Score -2209864 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -2210090.250000 Penalty: 3206.059570
	Iteration 6Q: 3 clusters Score -2210090 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -2210320.500000 Penalty: 3206.059570
	Iteration 7Q: 3 clusters Score -2210320 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -2210592.250000 Penalty: 3206.059570
	Iteration 8Q: 3 clusters Score -2210592 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -2210924.500000 Penalty: 3206.059570
	Iteration 9Q: 3 clusters Score -2210924 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -2211309.000000 Penalty: 3206.059570
	Iteration 10Q: 3 clusters Score -2211309 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -2211758.000000 Penalty: 3206.059570
	Iteration 11Q: 3 clusters Score -2211758 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -2212281.750000 Penalty: 3206.059570
	Iteration 12Q: 3 clusters Score -2212282 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -2212798.000000 Penalty: 3206.059570
	Iteration 13Q: 3 clusters Score -2212798 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -2213304.500000 Penalty: 3206.059570
	Iteration 14Q: 3 clusters Score -2213304 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -2213729.750000 Penalty: 3206.059570
	Iteration 15Q: 3 clusters Score -2213730 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -2214060.250000 Penalty: 3206.059570
	Iteration 16Q: 3 clusters Score -2214060 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -2214328.500000 Penalty: 3206.059570
	Iteration 17Q: 3 clusters Score -2214328 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -2214591.000000 Penalty: 3206.059570
	Iteration 18Q: 3 clusters Score -2214591 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -2214798.750000 Penalty: 3206.059570
	Iteration 19Q: 3 clusters Score -2214799 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -2214969.500000 Penalty: 3206.059570
	Iteration 20F: 3 clusters Score -2214970 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -2215120.750000 Penalty: 3206.059570
	Iteration 21Q: 3 clusters Score -2215121 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -2215289.750000 Penalty: 3206.059570
	Iteration 22Q: 3 clusters Score -2215290 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2215428.750000 Penalty: 3206.059570
	Iteration 23Q: 3 clusters Score -2215429 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2215572.500000 Penalty: 3206.059570
	Iteration 24Q: 3 clusters Score -2215572 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2215705.750000 Penalty: 3206.059570
	Iteration 25Q: 3 clusters Score -2215706 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2215833.500000 Penalty: 3206.059570
	Iteration 26Q: 3 clusters Score -2215834 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2215919.500000 Penalty: 3206.059570
	Iteration 27Q: 3 clusters Score -2215920 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2215977.000000 Penalty: 3206.059570
	Iteration 28Q: 3 clusters Score -2215977 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2216015.500000 Penalty: 3206.059570
	Iteration 29Q: 3 clusters Score -2216016 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2216053.750000 Penalty: 3206.059570
	Iteration 30Q: 3 clusters Score -2216054 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2216088.500000 Penalty: 3206.059570
	Iteration 31Q: 3 clusters Score -2216088 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2216113.500000 Penalty: 3206.059570
	Iteration 32Q: 3 clusters Score -2216114 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2216131.750000 Penalty: 3206.059570
	Iteration 33Q: 3 clusters Score -2216132 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2216146.250000 Penalty: 3206.059570
	Iteration 34Q: 3 clusters Score -2216146 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2216162.500000 Penalty: 3206.059570
	Iteration 35Q: 3 clusters Score -2216162 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2216176.000000 Penalty: 3206.059570
	Iteration 36Q: 3 clusters Score -2216176 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2216186.250000 Penalty: 3206.059570
	Iteration 37Q: 3 clusters Score -2216186 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2216199.000000 Penalty: 3206.059570
	Iteration 38Q: 3 clusters Score -2216199 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2216215.750000 Penalty: 3206.059570
	Iteration 39Q: 3 clusters Score -2216216 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2216226.750000 Penalty: 3206.059570
	Iteration 40F: 3 clusters Score -2216227 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2216242.750000 Penalty: 3206.059570
	Iteration 41Q: 3 clusters Score -2216243 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2216252.000000 Penalty: 3206.059570
	Iteration 42Q: 3 clusters Score -2216252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2216257.750000 Penalty: 3206.059570
	Iteration 43Q: 3 clusters Score -2216258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2216263.750000 Penalty: 3206.059570
	Iteration 44Q: 3 clusters Score -2216264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2216266.750000 Penalty: 3206.059570
	Iteration 45Q: 3 clusters Score -2216267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2216270.250000 Penalty: 3206.059570
	Iteration 46Q: 3 clusters Score -2216270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2216282.500000 Penalty: 3206.059570
	Iteration 47Q: 3 clusters Score -2216282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2216285.750000 Penalty: 3206.059570
	Iteration 48Q: 3 clusters Score -2216286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2216290.500000 Penalty: 3206.059570
	Iteration 49Q: 3 clusters Score -2216290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2216286.750000 Penalty: 3206.059570
	Iteration 50Q: 3 clusters Score -2216287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2216290.500000 Penalty: 3206.059570
	Iteration 51Q: 3 clusters Score -2216290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2216290.750000 Penalty: 3206.059570
	Iteration 52Q: 3 clusters Score -2216291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2216289.750000 Penalty: 3206.059570
	Iteration 53Q: 3 clusters Score -2216290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2216290.500000 Penalty: 3206.059570
	Iteration 54Q: 3 clusters Score -2216290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2216291.500000 Penalty: 3206.059570
	Iteration 55Q: 3 clusters Score -2216292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2216291.500000 Penalty: 3206.059570
	Iteration 56F: 3 clusters Score -2216292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Entering Unmasked Estep 
Score: -47562.550781 Penalty: 1026.245728
	Iteration 0F: 2 clusters Score -47562.55 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 278 members 
Entering Unmasked Estep 
Score: -46553.972656 Penalty: 2052.491455
	Iteration 0F: 3 clusters Score -46553.97 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -46784.976562 Penalty: 2052.491455
	Iteration 1F: 3 clusters Score -46784.98 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -46880.515625 Penalty: 2052.491455
	Iteration 2F: 3 clusters Score -46880.52 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -46924.812500 Penalty: 2052.491455
	Iteration 3F: 3 clusters Score -46924.81 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -46972.187500 Penalty: 2052.491455
	Iteration 4Q: 3 clusters Score -46972.19 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -46999.179688 Penalty: 2052.491455
	Iteration 5Q: 3 clusters Score -46999.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -47038.699219 Penalty: 2052.491455
	Iteration 6Q: 3 clusters Score -47038.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -47090.773438 Penalty: 2052.491455
	Iteration 7Q: 3 clusters Score -47090.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -47116.644531 Penalty: 2052.491455
	Iteration 8Q: 3 clusters Score -47116.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -47146.371094 Penalty: 2052.491455
	Iteration 9Q: 3 clusters Score -47146.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -47177.742188 Penalty: 2052.491455
	Iteration 10Q: 3 clusters Score -47177.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -47180.855469 Penalty: 2052.491455
	Iteration 11Q: 3 clusters Score -47180.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -47184.511719 Penalty: 2052.491455
	Iteration 12F: 3 clusters Score -47184.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -47216.000000 Penalty: 2052.491455
	Iteration 13Q: 3 clusters Score -47216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -47230.472656 Penalty: 2052.491455
	Iteration 14Q: 3 clusters Score -47230.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -47237.316406 Penalty: 2052.491455
	Iteration 15Q: 3 clusters Score -47237.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -47242.234375 Penalty: 2052.491455
	Iteration 16Q: 3 clusters Score -47242.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -47246.023438 Penalty: 2052.491455
	Iteration 17Q: 3 clusters Score -47246.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -47249.656250 Penalty: 2052.491455
	Iteration 18Q: 3 clusters Score -47249.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -47254.957031 Penalty: 2052.491455
	Iteration 19Q: 3 clusters Score -47254.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -47261.527344 Penalty: 2052.491455
	Iteration 20F: 3 clusters Score -47261.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -47263.500000 Penalty: 2052.491455
	Iteration 21Q: 3 clusters Score -47263.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -47265.253906 Penalty: 2052.491455
	Iteration 22Q: 3 clusters Score -47265.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -47270.402344 Penalty: 2052.491455
	Iteration 23Q: 3 clusters Score -47270.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -47274.390625 Penalty: 2052.491455
	Iteration 24Q: 3 clusters Score -47274.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -47283.148438 Penalty: 2052.491455
	Iteration 25Q: 3 clusters Score -47283.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -47309.929688 Penalty: 2052.491455
	Iteration 26Q: 3 clusters Score -47309.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -47325.675781 Penalty: 2052.491455
	Iteration 27Q: 3 clusters Score -47325.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -47350.953125 Penalty: 2052.491455
	Iteration 28Q: 3 clusters Score -47350.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -47354.226562 Penalty: 2052.491455
	Iteration 29Q: 3 clusters Score -47354.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -47355.046875 Penalty: 2052.491455
	Iteration 30Q: 3 clusters Score -47355.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -47356.761719 Penalty: 2052.491455
	Iteration 31Q: 3 clusters Score -47356.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47357.542969 Penalty: 2052.491455
	Iteration 32Q: 3 clusters Score -47357.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47357.542969 Penalty: 2052.491455
	Iteration 33F: 3 clusters Score -47357.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Entering Unmasked Estep 
Score: -58995.660156 Penalty: 1059.840088
	Iteration 0F: 2 clusters Score -58995.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -57806.324219 Penalty: 2119.680176
	Iteration 0F: 3 clusters Score -57806.32 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -58178.292969 Penalty: 2119.680176
	Iteration 1F: 3 clusters Score -58178.29 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -58493.285156 Penalty: 2119.680176
	Iteration 2F: 3 clusters Score -58493.29 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -58641.390625 Penalty: 2119.680176
	Iteration 3F: 3 clusters Score -58641.39 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -58710.781250 Penalty: 2119.680176
	Iteration 4Q: 3 clusters Score -58710.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -58754.167969 Penalty: 2119.680176
	Iteration 5Q: 3 clusters Score -58754.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -58793.210938 Penalty: 2119.680176
	Iteration 6Q: 3 clusters Score -58793.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -58835.308594 Penalty: 2119.680176
	Iteration 7Q: 3 clusters Score -58835.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -58871.171875 Penalty: 2119.680176
	Iteration 8Q: 3 clusters Score -58871.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -58899.351562 Penalty: 2119.680176
	Iteration 9Q: 3 clusters Score -58899.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -58910.734375 Penalty: 2119.680176
	Iteration 10Q: 3 clusters Score -58910.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -58912.863281 Penalty: 2119.680176
	Iteration 11Q: 3 clusters Score -58912.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -58915.214844 Penalty: 2119.680176
	Iteration 12Q: 3 clusters Score -58915.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -58918.871094 Penalty: 2119.680176
	Iteration 13F: 3 clusters Score -58918.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -58930.503906 Penalty: 2119.680176
	Iteration 14Q: 3 clusters Score -58930.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -58941.109375 Penalty: 2119.680176
	Iteration 15Q: 3 clusters Score -58941.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -58972.152344 Penalty: 2119.680176
	Iteration 16Q: 3 clusters Score -58972.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -59017.433594 Penalty: 2119.680176
	Iteration 17Q: 3 clusters Score -59017.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -59035.972656 Penalty: 2119.680176
	Iteration 18Q: 3 clusters Score -59035.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -59060.765625 Penalty: 2119.680176
	Iteration 19Q: 3 clusters Score -59060.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -59068.773438 Penalty: 2119.680176
	Iteration 20F: 3 clusters Score -59068.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -59079.640625 Penalty: 2119.680176
	Iteration 21Q: 3 clusters Score -59079.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -59093.976562 Penalty: 2119.680176
	Iteration 22Q: 3 clusters Score -59093.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -59108.171875 Penalty: 2119.680176
	Iteration 23Q: 3 clusters Score -59108.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -59146.179688 Penalty: 2119.680176
	Iteration 24Q: 3 clusters Score -59146.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -59153.429688 Penalty: 2119.680176
	Iteration 25Q: 3 clusters Score -59153.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -59156.035156 Penalty: 2119.680176
	Iteration 26Q: 3 clusters Score -59156.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -59162.183594 Penalty: 2119.680176
	Iteration 27Q: 3 clusters Score -59162.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -59162.183594 Penalty: 2119.680176
	Iteration 28F: 3 clusters Score -59162.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 77851 members 
Mstep: Class 3 contains 3628 members 
Mstep: Class 4 contains 19241 members 
Mstep: Class 5 contains 553 members 
Mstep: Class 6 contains 373 members 
Mstep: Class 7 contains 97978 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192606 members 
Mstep: Class 11 contains 15555 members 
Mstep: Class 12 contains 29651 members 
Mstep: Class 13 contains 38460 members 
Mstep: Class 14 contains 13749 members 
Mstep: Class 15 contains 4374 members 
Mstep: Class 16 contains 94734 members 
Mstep: Class 17 contains 10668 members 
Mstep: Class 18 contains 8797 members 
Mstep: Class 19 contains 22613 members 
Mstep: Class 20 contains 1469 members 
Mstep: Class 21 contains 31768 members 
Mstep: Class 22 contains 79640 members 
Mstep: Class 23 contains 69166 members 
Mstep: Class 24 contains 13292 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 610 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12871 members 
Mstep: Class 29 contains 32747 members 
Mstep: Class 30 contains 3806 members 
Mstep: Class 31 contains 8251 members 
Mstep: Class 32 contains 7493 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 85124 members 
Mstep: Class 35 contains 86131 members 
Mstep: Class 36 contains 119019 members 
Mstep: Class 37 contains 12177 members 
Mstep: Class 38 contains 80122 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 826 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 90121 members 
Mstep: Class 43 contains 1010 members 
Mstep: Class 44 contains 83933 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 25152 members 
Mstep: Class 48 contains 49373 members 
Mstep: Class 49 contains 823 members 
Mstep: Class 50 contains 86154 members 
Mstep: Class 51 contains 106684 members 
Mstep: Class 52 contains 307 members 
Entering Unmasked Estep 
Score: -194671376.000000 Penalty: 121337.851562
Splitting cluster 6 changes total score from -194670832.000000 to -194671376.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 7 (97978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97978 members 
Entering Unmasked Estep 
Score: -11128586.000000 Penalty: 1867.531006
	Iteration 0F: 2 clusters Score -1.112859e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48633 members 
Mstep: Class 2 contains 49345 members 
Entering Unmasked Estep 
Score: -11063202.000000 Penalty: 3735.062012
	Iteration 0F: 3 clusters Score -1.10632e+07 nChanged 46846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43053 members 
Mstep: Class 2 contains 54925 members 
Entering Unmasked Estep 
Score: -11090895.000000 Penalty: 3735.062012
	Iteration 1F: 3 clusters Score -1.10909e+07 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39732 members 
Mstep: Class 2 contains 58246 members 
Entering Unmasked Estep 
Score: -11092852.000000 Penalty: 3735.062012
	Iteration 2Q: 3 clusters Score -1.109285e+07 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34771 members 
Mstep: Class 2 contains 63207 members 
Entering Unmasked Estep 
Score: -11096133.000000 Penalty: 3735.062012
	Iteration 3F: 3 clusters Score -1.109613e+07 nChanged 7213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 69876 members 
Entering Unmasked Estep 
Score: -11101233.000000 Penalty: 3735.062012
	Iteration 4F: 3 clusters Score -1.110123e+07 nChanged 8289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 77917 members 
Entering Unmasked Estep 
Score: -11108034.000000 Penalty: 3735.062012
	Iteration 5F: 3 clusters Score -1.110803e+07 nChanged 7807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 85686 members 
Entering Unmasked Estep 
Score: -11114977.000000 Penalty: 3735.062012
	Iteration 6F: 3 clusters Score -1.111498e+07 nChanged 6282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 91960 members 
Entering Unmasked Estep 
Score: -11121240.000000 Penalty: 3735.062012
	Iteration 7F: 3 clusters Score -1.112124e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 95634 members 
Entering Unmasked Estep 
Score: -11124991.000000 Penalty: 3735.062012
	Iteration 8Q: 3 clusters Score -1.112499e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 97047 members 
Entering Unmasked Estep 
Score: -11126387.000000 Penalty: 3735.062012
	Iteration 9Q: 3 clusters Score -1.112639e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 97449 members 
Entering Unmasked Estep 
Score: -11126771.000000 Penalty: 3735.062012
	Iteration 10Q: 3 clusters Score -1.112677e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 97567 members 
Entering Unmasked Estep 
Score: -11126883.000000 Penalty: 3735.062012
	Iteration 11Q: 3 clusters Score -1.112688e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 97611 members 
Entering Unmasked Estep 
Score: -11126949.000000 Penalty: 3735.062012
	Iteration 12Q: 3 clusters Score -1.112695e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 97628 members 
Entering Unmasked Estep 
Score: -11126961.000000 Penalty: 3735.062012
	Iteration 13Q: 3 clusters Score -1.112696e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 97642 members 
Entering Unmasked Estep 
Score: -11126987.000000 Penalty: 3735.062012
	Iteration 14Q: 3 clusters Score -1.112699e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 97656 members 
Entering Unmasked Estep 
Score: -11127023.000000 Penalty: 3735.062012
	Iteration 15Q: 3 clusters Score -1.112702e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 97660 members 
Entering Unmasked Estep 
Score: -11127031.000000 Penalty: 3735.062012
	Iteration 16Q: 3 clusters Score -1.112703e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 97662 members 
Entering Unmasked Estep 
Score: -11127034.000000 Penalty: 3735.062012
	Iteration 17Q: 3 clusters Score -1.112703e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 97663 members 
Entering Unmasked Estep 
Score: -11127036.000000 Penalty: 3735.062012
	Iteration 18Q: 3 clusters Score -1.112704e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 97661 members 
Entering Unmasked Estep 
Score: -11127035.000000 Penalty: 3735.062012
	Iteration 19Q: 3 clusters Score -1.112704e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 97661 members 
Entering Unmasked Estep 
Score: -11127035.000000 Penalty: 3735.062012
	Iteration 20F: 3 clusters Score -1.112704e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -13386.933594 Penalty: 891.952393
	Iteration 0F: 2 clusters Score -13386.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12761.687500 Penalty: 1783.904785
	Iteration 0F: 3 clusters Score -12761.69 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12972.355469 Penalty: 1783.904785
	Iteration 1F: 3 clusters Score -12972.36 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -13177.656250 Penalty: 1783.904785
	Iteration 2F: 3 clusters Score -13177.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -13247.279297 Penalty: 1783.904785
	Iteration 3F: 3 clusters Score -13247.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -13253.443359 Penalty: 1783.904785
	Iteration 4Q: 3 clusters Score -13253.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -13259.706055 Penalty: 1783.904785
	Iteration 5Q: 3 clusters Score -13259.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -13259.706055 Penalty: 1783.904785
	Iteration 6F: 3 clusters Score -13259.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Entering Unmasked Estep 
Score: -14147.083008 Penalty: 927.405457
	Iteration 0F: 2 clusters Score -14147.08 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 140 members 
Entering Unmasked Estep 
Score: -13381.381836 Penalty: 1854.810913
	Iteration 0F: 3 clusters Score -13381.38 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -13586.708984 Penalty: 1854.810913
	Iteration 1F: 3 clusters Score -13586.71 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13710.666016 Penalty: 1854.810913
	Iteration 2F: 3 clusters Score -13710.67 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -13837.062500 Penalty: 1854.810913
	Iteration 3F: 3 clusters Score -13837.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -13966.425781 Penalty: 1854.810913
	Iteration 4Q: 3 clusters Score -13966.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -14012.408203 Penalty: 1854.810913
	Iteration 5Q: 3 clusters Score -14012.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -14026.586914 Penalty: 1854.810913
	Iteration 6Q: 3 clusters Score -14026.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -14036.980469 Penalty: 1854.810913
	Iteration 7Q: 3 clusters Score -14036.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -14064.201172 Penalty: 1854.810913
	Iteration 8Q: 3 clusters Score -14064.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -14069.293945 Penalty: 1854.810913
	Iteration 9Q: 3 clusters Score -14069.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -14074.846680 Penalty: 1854.810913
	Iteration 10Q: 3 clusters Score -14074.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -14075.937500 Penalty: 1854.810913
	Iteration 11F: 3 clusters Score -14075.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -14078.487305 Penalty: 1854.810913
	Iteration 12Q: 3 clusters Score -14078.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -14089.436523 Penalty: 1854.810913
	Iteration 13Q: 3 clusters Score -14089.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -14127.934570 Penalty: 1854.810913
	Iteration 14Q: 3 clusters Score -14127.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -14158.456055 Penalty: 1854.810913
	Iteration 15Q: 3 clusters Score -14158.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -14193.048828 Penalty: 1854.810913
	Iteration 16Q: 3 clusters Score -14193.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -14202.895508 Penalty: 1854.810913
	Iteration 17Q: 3 clusters Score -14202.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -14202.895508 Penalty: 1854.810913
	Iteration 18F: 3 clusters Score -14202.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 77851 members 
Mstep: Class 3 contains 3628 members 
Mstep: Class 4 contains 19241 members 
Mstep: Class 5 contains 553 members 
Mstep: Class 6 contains 373 members 
Mstep: Class 7 contains 97978 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 106 members 
Mstep: Class 10 contains 192606 members 
Mstep: Class 11 contains 15555 members 
Mstep: Class 12 contains 29651 members 
Mstep: Class 13 contains 38460 members 
Mstep: Class 14 contains 13749 members 
Mstep: Class 15 contains 4374 members 
Mstep: Class 16 contains 94734 members 
Mstep: Class 17 contains 10668 members 
Mstep: Class 18 contains 8797 members 
Mstep: Class 19 contains 22613 members 
Mstep: Class 20 contains 1469 members 
Mstep: Class 21 contains 31768 members 
Mstep: Class 22 contains 79640 members 
Mstep: Class 23 contains 69166 members 
Mstep: Class 24 contains 13292 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 610 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12871 members 
Mstep: Class 29 contains 32747 members 
Mstep: Class 30 contains 3806 members 
Mstep: Class 31 contains 8251 members 
Mstep: Class 32 contains 7493 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 85124 members 
Mstep: Class 35 contains 86131 members 
Mstep: Class 36 contains 119019 members 
Mstep: Class 37 contains 12177 members 
Mstep: Class 38 contains 80122 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 826 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 90121 members 
Mstep: Class 43 contains 1010 members 
Mstep: Class 44 contains 83933 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 25152 members 
Mstep: Class 48 contains 49373 members 
Mstep: Class 49 contains 823 members 
Mstep: Class 50 contains 86154 members 
Mstep: Class 51 contains 106684 members 
Mstep: Class 52 contains 307 members 
Mstep: Class 53 contains 195 members 
Entering Unmasked Estep 
Score: -194670000.000000 Penalty: 123671.273438
Splitting cluster 9 changes total score from -194670832.000000 to -194670000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (192606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192606 members 
Entering Unmasked Estep 
Score: -22088450.000000 Penalty: 1977.365234
	Iteration 0F: 2 clusters Score -2.208845e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96481 members 
Mstep: Class 2 contains 96125 members 
Entering Unmasked Estep 
Score: -21980720.000000 Penalty: 3954.730469
	Iteration 0F: 3 clusters Score -2.198072e+07 nChanged 93222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100917 members 
Mstep: Class 2 contains 91689 members 
Entering Unmasked Estep 
Score: -22036184.000000 Penalty: 3954.730469
	Iteration 1F: 3 clusters Score -2.203618e+07 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103597 members 
Mstep: Class 2 contains 89009 members 
Entering Unmasked Estep 
Score: -22037402.000000 Penalty: 3954.730469
	Iteration 2Q: 3 clusters Score -2.20374e+07 nChanged 7319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107616 members 
Mstep: Class 2 contains 84990 members 
Entering Unmasked Estep 
Score: -22039426.000000 Penalty: 3954.730469
	Iteration 3Q: 3 clusters Score -2.203943e+07 nChanged 8803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113291 members 
Mstep: Class 2 contains 79315 members 
Entering Unmasked Estep 
Score: -22042524.000000 Penalty: 3954.730469
	Iteration 4Q: 3 clusters Score -2.204252e+07 nChanged 10479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120634 members 
Mstep: Class 2 contains 71972 members 
Entering Unmasked Estep 
Score: -22047268.000000 Penalty: 3954.730469
	Iteration 5F: 3 clusters Score -2.204727e+07 nChanged 11968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129642 members 
Mstep: Class 2 contains 62964 members 
Entering Unmasked Estep 
Score: -22053658.000000 Penalty: 3954.730469
	Iteration 6F: 3 clusters Score -2.205366e+07 nChanged 12311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138923 members 
Mstep: Class 2 contains 53683 members 
Entering Unmasked Estep 
Score: -22061404.000000 Penalty: 3954.730469
	Iteration 7F: 3 clusters Score -2.20614e+07 nChanged 11577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146746 members 
Mstep: Class 2 contains 45860 members 
Entering Unmasked Estep 
Score: -22069382.000000 Penalty: 3954.730469
	Iteration 8F: 3 clusters Score -2.206938e+07 nChanged 9444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151574 members 
Mstep: Class 2 contains 41032 members 
Entering Unmasked Estep 
Score: -22075090.000000 Penalty: 3954.730469
	Iteration 9Q: 3 clusters Score -2.207509e+07 nChanged 7011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153959 members 
Mstep: Class 2 contains 38647 members 
Entering Unmasked Estep 
Score: -22078042.000000 Penalty: 3954.730469
	Iteration 10Q: 3 clusters Score -2.207804e+07 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155373 members 
Mstep: Class 2 contains 37233 members 
Entering Unmasked Estep 
Score: -22079142.000000 Penalty: 3954.730469
	Iteration 11Q: 3 clusters Score -2.207914e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156528 members 
Mstep: Class 2 contains 36078 members 
Entering Unmasked Estep 
Score: -22079488.000000 Penalty: 3954.730469
	Iteration 12Q: 3 clusters Score -2.207949e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157591 members 
Mstep: Class 2 contains 35015 members 
Entering Unmasked Estep 
Score: -22079718.000000 Penalty: 3954.730469
	Iteration 13Q: 3 clusters Score -2.207972e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158654 members 
Mstep: Class 2 contains 33952 members 
Entering Unmasked Estep 
Score: -22080024.000000 Penalty: 3954.730469
	Iteration 14Q: 3 clusters Score -2.208002e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159704 members 
Mstep: Class 2 contains 32902 members 
Entering Unmasked Estep 
Score: -22080156.000000 Penalty: 3954.730469
	Iteration 15Q: 3 clusters Score -2.208016e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160691 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -22080426.000000 Penalty: 3954.730469
	Iteration 16Q: 3 clusters Score -2.208043e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161567 members 
Mstep: Class 2 contains 31039 members 
Entering Unmasked Estep 
Score: -22080540.000000 Penalty: 3954.730469
	Iteration 17Q: 3 clusters Score -2.208054e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162423 members 
Mstep: Class 2 contains 30183 members 
Entering Unmasked Estep 
Score: -22080648.000000 Penalty: 3954.730469
	Iteration 18Q: 3 clusters Score -2.208065e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163201 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -22080504.000000 Penalty: 3954.730469
	Iteration 19Q: 3 clusters Score -2.20805e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163936 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -22080404.000000 Penalty: 3954.730469
	Iteration 20F: 3 clusters Score -2.20804e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164618 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -22080418.000000 Penalty: 3954.730469
	Iteration 21Q: 3 clusters Score -2.208042e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165229 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -22080402.000000 Penalty: 3954.730469
	Iteration 22Q: 3 clusters Score -2.20804e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165814 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -22080494.000000 Penalty: 3954.730469
	Iteration 23Q: 3 clusters Score -2.208049e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166386 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -22080512.000000 Penalty: 3954.730469
	Iteration 24Q: 3 clusters Score -2.208051e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166886 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -22080594.000000 Penalty: 3954.730469
	Iteration 25Q: 3 clusters Score -2.208059e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167379 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -22080678.000000 Penalty: 3954.730469
	Iteration 26Q: 3 clusters Score -2.208068e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167857 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -22080712.000000 Penalty: 3954.730469
	Iteration 27Q: 3 clusters Score -2.208071e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168353 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -22080950.000000 Penalty: 3954.730469
	Iteration 28Q: 3 clusters Score -2.208095e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168872 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -22081118.000000 Penalty: 3954.730469
	Iteration 29Q: 3 clusters Score -2.208112e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169420 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -22081248.000000 Penalty: 3954.730469
	Iteration 30Q: 3 clusters Score -2.208125e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169907 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -22081320.000000 Penalty: 3954.730469
	Iteration 31Q: 3 clusters Score -2.208132e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170431 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -22081550.000000 Penalty: 3954.730469
	Iteration 32Q: 3 clusters Score -2.208155e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170937 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -22081676.000000 Penalty: 3954.730469
	Iteration 33Q: 3 clusters Score -2.208168e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171409 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -22081806.000000 Penalty: 3954.730469
	Iteration 34Q: 3 clusters Score -2.208181e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171881 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -22081978.000000 Penalty: 3954.730469
	Iteration 35Q: 3 clusters Score -2.208198e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172292 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -22082032.000000 Penalty: 3954.730469
	Iteration 36Q: 3 clusters Score -2.208203e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172698 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -22082098.000000 Penalty: 3954.730469
	Iteration 37Q: 3 clusters Score -2.20821e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173115 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -22082378.000000 Penalty: 3954.730469
	Iteration 38Q: 3 clusters Score -2.208238e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173521 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -22082536.000000 Penalty: 3954.730469
	Iteration 39Q: 3 clusters Score -2.208254e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173910 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -22082574.000000 Penalty: 3954.730469
	Iteration 40F: 3 clusters Score -2.208257e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174262 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -22082684.000000 Penalty: 3954.730469
	Iteration 41Q: 3 clusters Score -2.208268e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174574 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -22082768.000000 Penalty: 3954.730469
	Iteration 42Q: 3 clusters Score -2.208277e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174894 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -22082890.000000 Penalty: 3954.730469
	Iteration 43Q: 3 clusters Score -2.208289e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175207 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -22083076.000000 Penalty: 3954.730469
	Iteration 44Q: 3 clusters Score -2.208308e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175508 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -22083260.000000 Penalty: 3954.730469
	Iteration 45Q: 3 clusters Score -2.208326e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175800 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -22083350.000000 Penalty: 3954.730469
	Iteration 46Q: 3 clusters Score -2.208335e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176099 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -22083694.000000 Penalty: 3954.730469
	Iteration 47Q: 3 clusters Score -2.208369e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176374 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -22083970.000000 Penalty: 3954.730469
	Iteration 48Q: 3 clusters Score -2.208397e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176632 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -22084134.000000 Penalty: 3954.730469
	Iteration 49Q: 3 clusters Score -2.208413e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176866 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -22084258.000000 Penalty: 3954.730469
	Iteration 50Q: 3 clusters Score -2.208426e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177082 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -22084386.000000 Penalty: 3954.730469
	Iteration 51Q: 3 clusters Score -2.208439e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177281 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -22084514.000000 Penalty: 3954.730469
	Iteration 52Q: 3 clusters Score -2.208451e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177466 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -22084678.000000 Penalty: 3954.730469
	Iteration 53Q: 3 clusters Score -2.208468e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177625 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -22084816.000000 Penalty: 3954.730469
	Iteration 54Q: 3 clusters Score -2.208482e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177766 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -22084966.000000 Penalty: 3954.730469
	Iteration 55Q: 3 clusters Score -2.208497e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177933 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -22085102.000000 Penalty: 3954.730469
	Iteration 56Q: 3 clusters Score -2.20851e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178122 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -22085186.000000 Penalty: 3954.730469
	Iteration 57Q: 3 clusters Score -2.208519e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178302 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -22085250.000000 Penalty: 3954.730469
	Iteration 58Q: 3 clusters Score -2.208525e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178482 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -22085396.000000 Penalty: 3954.730469
	Iteration 59Q: 3 clusters Score -2.20854e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178649 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -22085472.000000 Penalty: 3954.730469
	Iteration 60F: 3 clusters Score -2.208547e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178795 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -22085578.000000 Penalty: 3954.730469
	Iteration 61Q: 3 clusters Score -2.208558e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178941 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -22085702.000000 Penalty: 3954.730469
	Iteration 62Q: 3 clusters Score -2.20857e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179072 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -22085752.000000 Penalty: 3954.730469
	Iteration 63Q: 3 clusters Score -2.208575e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179240 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -22085782.000000 Penalty: 3954.730469
	Iteration 64Q: 3 clusters Score -2.208578e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179400 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -22085872.000000 Penalty: 3954.730469
	Iteration 65Q: 3 clusters Score -2.208587e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179543 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -22085918.000000 Penalty: 3954.730469
	Iteration 66Q: 3 clusters Score -2.208592e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179689 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -22085952.000000 Penalty: 3954.730469
	Iteration 67Q: 3 clusters Score -2.208595e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179840 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -22085914.000000 Penalty: 3954.730469
	Iteration 68Q: 3 clusters Score -2.208591e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179982 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -22085934.000000 Penalty: 3954.730469
	Iteration 69Q: 3 clusters Score -2.208593e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180123 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -22085932.000000 Penalty: 3954.730469
	Iteration 70Q: 3 clusters Score -2.208593e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180253 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -22086000.000000 Penalty: 3954.730469
	Iteration 71Q: 3 clusters Score -2.2086e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180378 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -22086054.000000 Penalty: 3954.730469
	Iteration 72Q: 3 clusters Score -2.208605e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180497 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -22086084.000000 Penalty: 3954.730469
	Iteration 73Q: 3 clusters Score -2.208608e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180620 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -22086070.000000 Penalty: 3954.730469
	Iteration 74Q: 3 clusters Score -2.208607e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180728 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -22086094.000000 Penalty: 3954.730469
	Iteration 75Q: 3 clusters Score -2.208609e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180822 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -22086092.000000 Penalty: 3954.730469
	Iteration 76Q: 3 clusters Score -2.208609e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180908 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -22086106.000000 Penalty: 3954.730469
	Iteration 77Q: 3 clusters Score -2.208611e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180977 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -22086138.000000 Penalty: 3954.730469
	Iteration 78Q: 3 clusters Score -2.208614e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181036 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -22086156.000000 Penalty: 3954.730469
	Iteration 79Q: 3 clusters Score -2.208616e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181102 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -22086164.000000 Penalty: 3954.730469
	Iteration 80F: 3 clusters Score -2.208616e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181177 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -22086166.000000 Penalty: 3954.730469
	Iteration 81Q: 3 clusters Score -2.208617e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181251 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -22086176.000000 Penalty: 3954.730469
	Iteration 82Q: 3 clusters Score -2.208618e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181317 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -22086194.000000 Penalty: 3954.730469
	Iteration 83Q: 3 clusters Score -2.208619e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181374 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -22086230.000000 Penalty: 3954.730469
	Iteration 84Q: 3 clusters Score -2.208623e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181436 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -22086234.000000 Penalty: 3954.730469
	Iteration 85Q: 3 clusters Score -2.208623e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181495 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -22086258.000000 Penalty: 3954.730469
	Iteration 86Q: 3 clusters Score -2.208626e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181555 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -22086282.000000 Penalty: 3954.730469
	Iteration 87Q: 3 clusters Score -2.208628e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181609 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -22086308.000000 Penalty: 3954.730469
	Iteration 88Q: 3 clusters Score -2.208631e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181659 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -22086310.000000 Penalty: 3954.730469
	Iteration 89Q: 3 clusters Score -2.208631e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181701 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -22086322.000000 Penalty: 3954.730469
	Iteration 90Q: 3 clusters Score -2.208632e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181747 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -22086328.000000 Penalty: 3954.730469
	Iteration 91Q: 3 clusters Score -2.208633e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181792 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -22086330.000000 Penalty: 3954.730469
	Iteration 92Q: 3 clusters Score -2.208633e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181839 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -22086354.000000 Penalty: 3954.730469
	Iteration 93Q: 3 clusters Score -2.208635e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181894 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -22086378.000000 Penalty: 3954.730469
	Iteration 94Q: 3 clusters Score -2.208638e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181946 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -22086402.000000 Penalty: 3954.730469
	Iteration 95Q: 3 clusters Score -2.20864e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182005 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -22086408.000000 Penalty: 3954.730469
	Iteration 96Q: 3 clusters Score -2.208641e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182052 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -22086402.000000 Penalty: 3954.730469
	Iteration 97Q: 3 clusters Score -2.20864e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182102 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -22086418.000000 Penalty: 3954.730469
	Iteration 98Q: 3 clusters Score -2.208642e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182154 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -22086394.000000 Penalty: 3954.730469
	Iteration 99Q: 3 clusters Score -2.208639e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182205 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -22086440.000000 Penalty: 3954.730469
	Iteration 100F: 3 clusters Score -2.208644e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182256 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -22086448.000000 Penalty: 3954.730469
	Iteration 101Q: 3 clusters Score -2.208645e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182303 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -22086428.000000 Penalty: 3954.730469
	Iteration 102Q: 3 clusters Score -2.208643e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182340 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -22086430.000000 Penalty: 3954.730469
	Iteration 103Q: 3 clusters Score -2.208643e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182386 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -22086426.000000 Penalty: 3954.730469
	Iteration 104Q: 3 clusters Score -2.208643e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182437 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -22086458.000000 Penalty: 3954.730469
	Iteration 105Q: 3 clusters Score -2.208646e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182490 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -22086438.000000 Penalty: 3954.730469
	Iteration 106Q: 3 clusters Score -2.208644e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182538 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -22086450.000000 Penalty: 3954.730469
	Iteration 107Q: 3 clusters Score -2.208645e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182584 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -22086450.000000 Penalty: 3954.730469
	Iteration 108Q: 3 clusters Score -2.208645e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182635 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -22086466.000000 Penalty: 3954.730469
	Iteration 109Q: 3 clusters Score -2.208647e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182693 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -22086474.000000 Penalty: 3954.730469
	Iteration 110Q: 3 clusters Score -2.208647e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182744 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -22086474.000000 Penalty: 3954.730469
	Iteration 111Q: 3 clusters Score -2.208647e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182790 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -22086506.000000 Penalty: 3954.730469
	Iteration 112Q: 3 clusters Score -2.208651e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182831 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -22086514.000000 Penalty: 3954.730469
	Iteration 113Q: 3 clusters Score -2.208651e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182880 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -22086542.000000 Penalty: 3954.730469
	Iteration 114Q: 3 clusters Score -2.208654e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182931 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -22086572.000000 Penalty: 3954.730469
	Iteration 115Q: 3 clusters Score -2.208657e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182972 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -22086562.000000 Penalty: 3954.730469
	Iteration 116Q: 3 clusters Score -2.208656e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183025 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -22086552.000000 Penalty: 3954.730469
	Iteration 117Q: 3 clusters Score -2.208655e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183076 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -22086536.000000 Penalty: 3954.730469
	Iteration 118Q: 3 clusters Score -2.208654e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183119 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -22086544.000000 Penalty: 3954.730469
	Iteration 119Q: 3 clusters Score -2.208654e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183177 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -22086584.000000 Penalty: 3954.730469
	Iteration 120F: 3 clusters Score -2.208658e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183252 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -22086568.000000 Penalty: 3954.730469
	Iteration 121Q: 3 clusters Score -2.208657e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183324 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -22086560.000000 Penalty: 3954.730469
	Iteration 122Q: 3 clusters Score -2.208656e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183383 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -22086554.000000 Penalty: 3954.730469
	Iteration 123Q: 3 clusters Score -2.208655e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183456 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -22086578.000000 Penalty: 3954.730469
	Iteration 124Q: 3 clusters Score -2.208658e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183529 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -22086592.000000 Penalty: 3954.730469
	Iteration 125Q: 3 clusters Score -2.208659e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183606 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -22086572.000000 Penalty: 3954.730469
	Iteration 126Q: 3 clusters Score -2.208657e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183692 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -22086598.000000 Penalty: 3954.730469
	Iteration 127Q: 3 clusters Score -2.20866e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183770 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -22086648.000000 Penalty: 3954.730469
	Iteration 128Q: 3 clusters Score -2.208665e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183852 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -22086670.000000 Penalty: 3954.730469
	Iteration 129Q: 3 clusters Score -2.208667e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183910 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -22086680.000000 Penalty: 3954.730469
	Iteration 130Q: 3 clusters Score -2.208668e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183982 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -22086658.000000 Penalty: 3954.730469
	Iteration 131Q: 3 clusters Score -2.208666e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184051 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -22086716.000000 Penalty: 3954.730469
	Iteration 132Q: 3 clusters Score -2.208672e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184126 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -22086712.000000 Penalty: 3954.730469
	Iteration 133Q: 3 clusters Score -2.208671e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184212 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -22086728.000000 Penalty: 3954.730469
	Iteration 134Q: 3 clusters Score -2.208673e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184283 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -22086738.000000 Penalty: 3954.730469
	Iteration 135Q: 3 clusters Score -2.208674e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184364 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -22086718.000000 Penalty: 3954.730469
	Iteration 136Q: 3 clusters Score -2.208672e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184441 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -22086738.000000 Penalty: 3954.730469
	Iteration 137Q: 3 clusters Score -2.208674e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184529 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -22086754.000000 Penalty: 3954.730469
	Iteration 138Q: 3 clusters Score -2.208675e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184593 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -22086730.000000 Penalty: 3954.730469
	Iteration 139Q: 3 clusters Score -2.208673e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184654 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -22086746.000000 Penalty: 3954.730469
	Iteration 140F: 3 clusters Score -2.208675e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184703 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -22086736.000000 Penalty: 3954.730469
	Iteration 141Q: 3 clusters Score -2.208674e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184743 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -22086734.000000 Penalty: 3954.730469
	Iteration 142Q: 3 clusters Score -2.208673e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184789 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -22086766.000000 Penalty: 3954.730469
	Iteration 143Q: 3 clusters Score -2.208677e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184845 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -22086808.000000 Penalty: 3954.730469
	Iteration 144Q: 3 clusters Score -2.208681e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184890 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -22086814.000000 Penalty: 3954.730469
	Iteration 145Q: 3 clusters Score -2.208681e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184933 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -22086834.000000 Penalty: 3954.730469
	Iteration 146Q: 3 clusters Score -2.208683e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184974 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -22086816.000000 Penalty: 3954.730469
	Iteration 147Q: 3 clusters Score -2.208682e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185016 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -22086836.000000 Penalty: 3954.730469
	Iteration 148Q: 3 clusters Score -2.208684e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185061 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -22086846.000000 Penalty: 3954.730469
	Iteration 149Q: 3 clusters Score -2.208685e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185098 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -22086854.000000 Penalty: 3954.730469
	Iteration 150Q: 3 clusters Score -2.208685e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185131 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -22086844.000000 Penalty: 3954.730469
	Iteration 151Q: 3 clusters Score -2.208684e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185168 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -22086848.000000 Penalty: 3954.730469
	Iteration 152Q: 3 clusters Score -2.208685e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185202 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -22086884.000000 Penalty: 3954.730469
	Iteration 153Q: 3 clusters Score -2.208688e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185229 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -22086880.000000 Penalty: 3954.730469
	Iteration 154Q: 3 clusters Score -2.208688e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185269 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -22086910.000000 Penalty: 3954.730469
	Iteration 155Q: 3 clusters Score -2.208691e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185304 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -22086928.000000 Penalty: 3954.730469
	Iteration 156Q: 3 clusters Score -2.208693e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185328 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -22086944.000000 Penalty: 3954.730469
	Iteration 157Q: 3 clusters Score -2.208694e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185368 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -22086990.000000 Penalty: 3954.730469
	Iteration 158Q: 3 clusters Score -2.208699e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185412 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -22087018.000000 Penalty: 3954.730469
	Iteration 159Q: 3 clusters Score -2.208702e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185455 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -22087026.000000 Penalty: 3954.730469
	Iteration 160F: 3 clusters Score -2.208703e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185498 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -22087018.000000 Penalty: 3954.730469
	Iteration 161Q: 3 clusters Score -2.208702e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185552 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -22087050.000000 Penalty: 3954.730469
	Iteration 162Q: 3 clusters Score -2.208705e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185605 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -22087036.000000 Penalty: 3954.730469
	Iteration 163Q: 3 clusters Score -2.208704e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185651 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -22087034.000000 Penalty: 3954.730469
	Iteration 164Q: 3 clusters Score -2.208703e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185697 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -22087076.000000 Penalty: 3954.730469
	Iteration 165Q: 3 clusters Score -2.208708e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185737 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -22087112.000000 Penalty: 3954.730469
	Iteration 166Q: 3 clusters Score -2.208711e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185773 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -22087132.000000 Penalty: 3954.730469
	Iteration 167Q: 3 clusters Score -2.208713e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185802 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -22087140.000000 Penalty: 3954.730469
	Iteration 168Q: 3 clusters Score -2.208714e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185833 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -22087126.000000 Penalty: 3954.730469
	Iteration 169Q: 3 clusters Score -2.208713e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185872 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -22087116.000000 Penalty: 3954.730469
	Iteration 170Q: 3 clusters Score -2.208712e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185910 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -22087120.000000 Penalty: 3954.730469
	Iteration 171Q: 3 clusters Score -2.208712e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185954 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -22087144.000000 Penalty: 3954.730469
	Iteration 172Q: 3 clusters Score -2.208714e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185998 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -22087152.000000 Penalty: 3954.730469
	Iteration 173Q: 3 clusters Score -2.208715e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186031 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -22087174.000000 Penalty: 3954.730469
	Iteration 174Q: 3 clusters Score -2.208717e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186072 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -22087188.000000 Penalty: 3954.730469
	Iteration 175Q: 3 clusters Score -2.208719e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186118 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -22087194.000000 Penalty: 3954.730469
	Iteration 176Q: 3 clusters Score -2.208719e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186161 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -22087186.000000 Penalty: 3954.730469
	Iteration 177Q: 3 clusters Score -2.208719e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186198 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -22087228.000000 Penalty: 3954.730469
	Iteration 178Q: 3 clusters Score -2.208723e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186236 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -22087214.000000 Penalty: 3954.730469
	Iteration 179Q: 3 clusters Score -2.208721e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186279 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -22087192.000000 Penalty: 3954.730469
	Iteration 180F: 3 clusters Score -2.208719e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186320 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -22087168.000000 Penalty: 3954.730469
	Iteration 181Q: 3 clusters Score -2.208717e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186358 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -22087146.000000 Penalty: 3954.730469
	Iteration 182Q: 3 clusters Score -2.208715e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186388 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -22087166.000000 Penalty: 3954.730469
	Iteration 183Q: 3 clusters Score -2.208717e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186430 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -22087148.000000 Penalty: 3954.730469
	Iteration 184Q: 3 clusters Score -2.208715e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186470 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -22087180.000000 Penalty: 3954.730469
	Iteration 185Q: 3 clusters Score -2.208718e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186512 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -22087168.000000 Penalty: 3954.730469
	Iteration 186Q: 3 clusters Score -2.208717e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186550 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -22087164.000000 Penalty: 3954.730469
	Iteration 187Q: 3 clusters Score -2.208716e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186588 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -22087156.000000 Penalty: 3954.730469
	Iteration 188Q: 3 clusters Score -2.208716e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186629 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -22087130.000000 Penalty: 3954.730469
	Iteration 189Q: 3 clusters Score -2.208713e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186663 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -22087136.000000 Penalty: 3954.730469
	Iteration 190Q: 3 clusters Score -2.208714e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186691 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -22087144.000000 Penalty: 3954.730469
	Iteration 191Q: 3 clusters Score -2.208714e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186728 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -22087156.000000 Penalty: 3954.730469
	Iteration 192Q: 3 clusters Score -2.208716e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186768 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -22087180.000000 Penalty: 3954.730469
	Iteration 193Q: 3 clusters Score -2.208718e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186796 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -22087206.000000 Penalty: 3954.730469
	Iteration 194Q: 3 clusters Score -2.208721e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186822 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -22087212.000000 Penalty: 3954.730469
	Iteration 195Q: 3 clusters Score -2.208721e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186853 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -22087222.000000 Penalty: 3954.730469
	Iteration 196Q: 3 clusters Score -2.208722e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186887 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -22087234.000000 Penalty: 3954.730469
	Iteration 197Q: 3 clusters Score -2.208723e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186924 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -22087244.000000 Penalty: 3954.730469
	Iteration 198Q: 3 clusters Score -2.208724e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186962 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -22087242.000000 Penalty: 3954.730469
	Iteration 199Q: 3 clusters Score -2.208724e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187006 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -22087256.000000 Penalty: 3954.730469
	Iteration 200F: 3 clusters Score -2.208726e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187044 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -22087250.000000 Penalty: 3954.730469
	Iteration 201Q: 3 clusters Score -2.208725e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187092 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -22087278.000000 Penalty: 3954.730469
	Iteration 202Q: 3 clusters Score -2.208728e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187137 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -22087264.000000 Penalty: 3954.730469
	Iteration 203Q: 3 clusters Score -2.208726e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187183 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -22087240.000000 Penalty: 3954.730469
	Iteration 204Q: 3 clusters Score -2.208724e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187242 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -22087260.000000 Penalty: 3954.730469
	Iteration 205Q: 3 clusters Score -2.208726e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187297 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -22087240.000000 Penalty: 3954.730469
	Iteration 206Q: 3 clusters Score -2.208724e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187346 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -22087270.000000 Penalty: 3954.730469
	Iteration 207Q: 3 clusters Score -2.208727e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187384 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -22087266.000000 Penalty: 3954.730469
	Iteration 208Q: 3 clusters Score -2.208727e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187430 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -22087284.000000 Penalty: 3954.730469
	Iteration 209Q: 3 clusters Score -2.208728e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187472 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -22087296.000000 Penalty: 3954.730469
	Iteration 210Q: 3 clusters Score -2.20873e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187513 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -22087310.000000 Penalty: 3954.730469
	Iteration 211Q: 3 clusters Score -2.208731e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187552 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -22087330.000000 Penalty: 3954.730469
	Iteration 212Q: 3 clusters Score -2.208733e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187596 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -22087310.000000 Penalty: 3954.730469
	Iteration 213Q: 3 clusters Score -2.208731e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187637 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -22087314.000000 Penalty: 3954.730469
	Iteration 214Q: 3 clusters Score -2.208731e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187674 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -22087330.000000 Penalty: 3954.730469
	Iteration 215Q: 3 clusters Score -2.208733e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187706 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -22087330.000000 Penalty: 3954.730469
	Iteration 216Q: 3 clusters Score -2.208733e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187742 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -22087334.000000 Penalty: 3954.730469
	Iteration 217Q: 3 clusters Score -2.208733e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187779 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -22087340.000000 Penalty: 3954.730469
	Iteration 218Q: 3 clusters Score -2.208734e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187811 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -22087358.000000 Penalty: 3954.730469
	Iteration 219Q: 3 clusters Score -2.208736e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187844 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -22087344.000000 Penalty: 3954.730469
	Iteration 220F: 3 clusters Score -2.208734e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187878 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -22087360.000000 Penalty: 3954.730469
	Iteration 221Q: 3 clusters Score -2.208736e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187910 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -22087342.000000 Penalty: 3954.730469
	Iteration 222Q: 3 clusters Score -2.208734e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187942 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -22087348.000000 Penalty: 3954.730469
	Iteration 223Q: 3 clusters Score -2.208735e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187975 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -22087378.000000 Penalty: 3954.730469
	Iteration 224Q: 3 clusters Score -2.208738e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188007 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -22087392.000000 Penalty: 3954.730469
	Iteration 225Q: 3 clusters Score -2.208739e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188040 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -22087368.000000 Penalty: 3954.730469
	Iteration 226Q: 3 clusters Score -2.208737e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188069 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -22087350.000000 Penalty: 3954.730469
	Iteration 227Q: 3 clusters Score -2.208735e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188104 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -22087354.000000 Penalty: 3954.730469
	Iteration 228Q: 3 clusters Score -2.208735e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188140 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -22087340.000000 Penalty: 3954.730469
	Iteration 229Q: 3 clusters Score -2.208734e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188174 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -22087322.000000 Penalty: 3954.730469
	Iteration 230Q: 3 clusters Score -2.208732e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188201 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -22087344.000000 Penalty: 3954.730469
	Iteration 231Q: 3 clusters Score -2.208734e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188243 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -22087330.000000 Penalty: 3954.730469
	Iteration 232Q: 3 clusters Score -2.208733e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188291 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -22087380.000000 Penalty: 3954.730469
	Iteration 233Q: 3 clusters Score -2.208738e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188338 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -22087366.000000 Penalty: 3954.730469
	Iteration 234Q: 3 clusters Score -2.208737e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188383 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -22087386.000000 Penalty: 3954.730469
	Iteration 235Q: 3 clusters Score -2.208739e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188411 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -22087378.000000 Penalty: 3954.730469
	Iteration 236Q: 3 clusters Score -2.208738e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188435 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -22087368.000000 Penalty: 3954.730469
	Iteration 237Q: 3 clusters Score -2.208737e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188460 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -22087396.000000 Penalty: 3954.730469
	Iteration 238Q: 3 clusters Score -2.20874e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188485 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -22087366.000000 Penalty: 3954.730469
	Iteration 239Q: 3 clusters Score -2.208737e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188508 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -22087352.000000 Penalty: 3954.730469
	Iteration 240F: 3 clusters Score -2.208735e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188529 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -22087386.000000 Penalty: 3954.730469
	Iteration 241Q: 3 clusters Score -2.208739e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188554 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -22087382.000000 Penalty: 3954.730469
	Iteration 242Q: 3 clusters Score -2.208738e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188573 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -22087366.000000 Penalty: 3954.730469
	Iteration 243Q: 3 clusters Score -2.208737e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188597 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -22087354.000000 Penalty: 3954.730469
	Iteration 244Q: 3 clusters Score -2.208735e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188620 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -22087372.000000 Penalty: 3954.730469
	Iteration 245Q: 3 clusters Score -2.208737e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188646 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -22087378.000000 Penalty: 3954.730469
	Iteration 246Q: 3 clusters Score -2.208738e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188669 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -22087378.000000 Penalty: 3954.730469
	Iteration 247Q: 3 clusters Score -2.208738e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188692 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -22087374.000000 Penalty: 3954.730469
	Iteration 248Q: 3 clusters Score -2.208737e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188710 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -22087380.000000 Penalty: 3954.730469
	Iteration 249Q: 3 clusters Score -2.208738e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188729 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -22087392.000000 Penalty: 3954.730469
	Iteration 250Q: 3 clusters Score -2.208739e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188748 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -22087386.000000 Penalty: 3954.730469
	Iteration 251Q: 3 clusters Score -2.208739e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188768 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -22087386.000000 Penalty: 3954.730469
	Iteration 252Q: 3 clusters Score -2.208739e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188787 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -22087372.000000 Penalty: 3954.730469
	Iteration 253Q: 3 clusters Score -2.208737e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188808 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -22087380.000000 Penalty: 3954.730469
	Iteration 254Q: 3 clusters Score -2.208738e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188833 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -22087366.000000 Penalty: 3954.730469
	Iteration 255Q: 3 clusters Score -2.208737e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188851 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -22087386.000000 Penalty: 3954.730469
	Iteration 256Q: 3 clusters Score -2.208739e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188881 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -22087374.000000 Penalty: 3954.730469
	Iteration 257Q: 3 clusters Score -2.208737e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188907 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -22087364.000000 Penalty: 3954.730469
	Iteration 258Q: 3 clusters Score -2.208736e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188935 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -22087364.000000 Penalty: 3954.730469
	Iteration 259Q: 3 clusters Score -2.208736e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188962 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -22087376.000000 Penalty: 3954.730469
	Iteration 260F: 3 clusters Score -2.208738e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188987 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -22087378.000000 Penalty: 3954.730469
	Iteration 261Q: 3 clusters Score -2.208738e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189013 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -22087374.000000 Penalty: 3954.730469
	Iteration 262Q: 3 clusters Score -2.208737e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189040 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -22087364.000000 Penalty: 3954.730469
	Iteration 263Q: 3 clusters Score -2.208736e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189072 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -22087376.000000 Penalty: 3954.730469
	Iteration 264Q: 3 clusters Score -2.208738e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189111 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -22087360.000000 Penalty: 3954.730469
	Iteration 265Q: 3 clusters Score -2.208736e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189144 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -22087386.000000 Penalty: 3954.730469
	Iteration 266Q: 3 clusters Score -2.208739e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189166 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -22087384.000000 Penalty: 3954.730469
	Iteration 267Q: 3 clusters Score -2.208738e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189187 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -22087368.000000 Penalty: 3954.730469
	Iteration 268Q: 3 clusters Score -2.208737e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189209 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -22087384.000000 Penalty: 3954.730469
	Iteration 269Q: 3 clusters Score -2.208738e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189229 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -22087382.000000 Penalty: 3954.730469
	Iteration 270Q: 3 clusters Score -2.208738e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189246 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -22087414.000000 Penalty: 3954.730469
	Iteration 271Q: 3 clusters Score -2.208741e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189262 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -22087398.000000 Penalty: 3954.730469
	Iteration 272Q: 3 clusters Score -2.20874e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189285 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -22087414.000000 Penalty: 3954.730469
	Iteration 273Q: 3 clusters Score -2.208741e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189310 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -22087408.000000 Penalty: 3954.730469
	Iteration 274Q: 3 clusters Score -2.208741e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189328 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -22087418.000000 Penalty: 3954.730469
	Iteration 275Q: 3 clusters Score -2.208742e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189347 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -22087412.000000 Penalty: 3954.730469
	Iteration 276Q: 3 clusters Score -2.208741e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189365 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -22087404.000000 Penalty: 3954.730469
	Iteration 277Q: 3 clusters Score -2.20874e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189381 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -22087404.000000 Penalty: 3954.730469
	Iteration 278Q: 3 clusters Score -2.20874e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189393 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -22087392.000000 Penalty: 3954.730469
	Iteration 279Q: 3 clusters Score -2.208739e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189416 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -22087406.000000 Penalty: 3954.730469
	Iteration 280F: 3 clusters Score -2.208741e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189433 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -22087398.000000 Penalty: 3954.730469
	Iteration 281Q: 3 clusters Score -2.20874e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189456 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -22087400.000000 Penalty: 3954.730469
	Iteration 282Q: 3 clusters Score -2.20874e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189479 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -22087390.000000 Penalty: 3954.730469
	Iteration 283Q: 3 clusters Score -2.208739e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189490 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -22087398.000000 Penalty: 3954.730469
	Iteration 284Q: 3 clusters Score -2.20874e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189507 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -22087402.000000 Penalty: 3954.730469
	Iteration 285Q: 3 clusters Score -2.20874e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189534 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -22087414.000000 Penalty: 3954.730469
	Iteration 286Q: 3 clusters Score -2.208741e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189561 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -22087422.000000 Penalty: 3954.730469
	Iteration 287Q: 3 clusters Score -2.208742e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189588 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -22087436.000000 Penalty: 3954.730469
	Iteration 288Q: 3 clusters Score -2.208744e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189602 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -22087430.000000 Penalty: 3954.730469
	Iteration 289Q: 3 clusters Score -2.208743e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189616 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -22087416.000000 Penalty: 3954.730469
	Iteration 290Q: 3 clusters Score -2.208742e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189634 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -22087448.000000 Penalty: 3954.730469
	Iteration 291Q: 3 clusters Score -2.208745e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189652 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -22087482.000000 Penalty: 3954.730469
	Iteration 292Q: 3 clusters Score -2.208748e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189680 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -22087480.000000 Penalty: 3954.730469
	Iteration 293Q: 3 clusters Score -2.208748e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189699 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -22087470.000000 Penalty: 3954.730469
	Iteration 294Q: 3 clusters Score -2.208747e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189724 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -22087454.000000 Penalty: 3954.730469
	Iteration 295Q: 3 clusters Score -2.208745e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189758 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -22087470.000000 Penalty: 3954.730469
	Iteration 296Q: 3 clusters Score -2.208747e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189778 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -22087464.000000 Penalty: 3954.730469
	Iteration 297Q: 3 clusters Score -2.208746e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189802 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -22087450.000000 Penalty: 3954.730469
	Iteration 298Q: 3 clusters Score -2.208745e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189828 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -22087462.000000 Penalty: 3954.730469
	Iteration 299Q: 3 clusters Score -2.208746e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189849 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -22087490.000000 Penalty: 3954.730469
	Iteration 300F: 3 clusters Score -2.208749e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189878 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -22087506.000000 Penalty: 3954.730469
	Iteration 301Q: 3 clusters Score -2.208751e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189900 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -22087516.000000 Penalty: 3954.730469
	Iteration 302Q: 3 clusters Score -2.208752e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189911 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -22087530.000000 Penalty: 3954.730469
	Iteration 303Q: 3 clusters Score -2.208753e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189919 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -22087504.000000 Penalty: 3954.730469
	Iteration 304Q: 3 clusters Score -2.20875e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189932 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -22087520.000000 Penalty: 3954.730469
	Iteration 305Q: 3 clusters Score -2.208752e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189955 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -22087504.000000 Penalty: 3954.730469
	Iteration 306Q: 3 clusters Score -2.20875e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189975 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -22087510.000000 Penalty: 3954.730469
	Iteration 307Q: 3 clusters Score -2.208751e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189991 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -22087514.000000 Penalty: 3954.730469
	Iteration 308Q: 3 clusters Score -2.208751e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190013 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -22087512.000000 Penalty: 3954.730469
	Iteration 309Q: 3 clusters Score -2.208751e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190034 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -22087550.000000 Penalty: 3954.730469
	Iteration 310Q: 3 clusters Score -2.208755e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190048 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -22087546.000000 Penalty: 3954.730469
	Iteration 311Q: 3 clusters Score -2.208755e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190066 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -22087546.000000 Penalty: 3954.730469
	Iteration 312Q: 3 clusters Score -2.208755e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190086 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -22087554.000000 Penalty: 3954.730469
	Iteration 313Q: 3 clusters Score -2.208755e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190106 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -22087556.000000 Penalty: 3954.730469
	Iteration 314Q: 3 clusters Score -2.208756e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190121 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -22087568.000000 Penalty: 3954.730469
	Iteration 315Q: 3 clusters Score -2.208757e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190135 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -22087602.000000 Penalty: 3954.730469
	Iteration 316Q: 3 clusters Score -2.20876e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190150 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -22087582.000000 Penalty: 3954.730469
	Iteration 317Q: 3 clusters Score -2.208758e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190163 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -22087566.000000 Penalty: 3954.730469
	Iteration 318Q: 3 clusters Score -2.208757e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190173 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -22087564.000000 Penalty: 3954.730469
	Iteration 319Q: 3 clusters Score -2.208756e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190183 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -22087566.000000 Penalty: 3954.730469
	Iteration 320F: 3 clusters Score -2.208757e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190193 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -22087582.000000 Penalty: 3954.730469
	Iteration 321Q: 3 clusters Score -2.208758e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190202 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -22087572.000000 Penalty: 3954.730469
	Iteration 322Q: 3 clusters Score -2.208757e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190206 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -22087566.000000 Penalty: 3954.730469
	Iteration 323Q: 3 clusters Score -2.208757e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190212 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -22087564.000000 Penalty: 3954.730469
	Iteration 324Q: 3 clusters Score -2.208756e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190219 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -22087546.000000 Penalty: 3954.730469
	Iteration 325Q: 3 clusters Score -2.208755e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190223 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -22087554.000000 Penalty: 3954.730469
	Iteration 326Q: 3 clusters Score -2.208755e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190224 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -22087544.000000 Penalty: 3954.730469
	Iteration 327Q: 3 clusters Score -2.208754e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190230 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -22087544.000000 Penalty: 3954.730469
	Iteration 328Q: 3 clusters Score -2.208754e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190235 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -22087550.000000 Penalty: 3954.730469
	Iteration 329Q: 3 clusters Score -2.208755e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190236 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -22087542.000000 Penalty: 3954.730469
	Iteration 330Q: 3 clusters Score -2.208754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190238 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -22087550.000000 Penalty: 3954.730469
	Iteration 331Q: 3 clusters Score -2.208755e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190240 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -22087550.000000 Penalty: 3954.730469
	Iteration 332Q: 3 clusters Score -2.208755e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190244 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -22087536.000000 Penalty: 3954.730469
	Iteration 333Q: 3 clusters Score -2.208754e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190246 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -22087524.000000 Penalty: 3954.730469
	Iteration 334Q: 3 clusters Score -2.208752e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190253 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -22087528.000000 Penalty: 3954.730469
	Iteration 335Q: 3 clusters Score -2.208753e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190261 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -22087532.000000 Penalty: 3954.730469
	Iteration 336Q: 3 clusters Score -2.208753e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190264 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -22087532.000000 Penalty: 3954.730469
	Iteration 337Q: 3 clusters Score -2.208753e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190268 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -22087528.000000 Penalty: 3954.730469
	Iteration 338Q: 3 clusters Score -2.208753e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190273 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -22087530.000000 Penalty: 3954.730469
	Iteration 339Q: 3 clusters Score -2.208753e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190276 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -22087532.000000 Penalty: 3954.730469
	Iteration 340F: 3 clusters Score -2.208753e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190277 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -22087534.000000 Penalty: 3954.730469
	Iteration 341Q: 3 clusters Score -2.208753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190281 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -22087522.000000 Penalty: 3954.730469
	Iteration 342Q: 3 clusters Score -2.208752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190284 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -22087530.000000 Penalty: 3954.730469
	Iteration 343Q: 3 clusters Score -2.208753e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190287 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -22087538.000000 Penalty: 3954.730469
	Iteration 344Q: 3 clusters Score -2.208754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190293 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -22087526.000000 Penalty: 3954.730469
	Iteration 345Q: 3 clusters Score -2.208753e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190301 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -22087538.000000 Penalty: 3954.730469
	Iteration 346Q: 3 clusters Score -2.208754e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190307 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -22087550.000000 Penalty: 3954.730469
	Iteration 347Q: 3 clusters Score -2.208755e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190310 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -22087544.000000 Penalty: 3954.730469
	Iteration 348Q: 3 clusters Score -2.208754e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190313 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -22087548.000000 Penalty: 3954.730469
	Iteration 349Q: 3 clusters Score -2.208755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190315 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -22087538.000000 Penalty: 3954.730469
	Iteration 350Q: 3 clusters Score -2.208754e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190318 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -22087536.000000 Penalty: 3954.730469
	Iteration 351Q: 3 clusters Score -2.208754e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190319 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -22087556.000000 Penalty: 3954.730469
	Iteration 352Q: 3 clusters Score -2.208756e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190321 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -22087546.000000 Penalty: 3954.730469
	Iteration 353Q: 3 clusters Score -2.208755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190321 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -22087548.000000 Penalty: 3954.730469
	Iteration 354Q: 3 clusters Score -2.208755e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190321 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -22087548.000000 Penalty: 3954.730469
	Iteration 355F: 3 clusters Score -2.208755e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Entering Unmasked Estep 
Score: -1809966.000000 Penalty: 1568.472412
	Iteration 0F: 2 clusters Score -1809966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1799281.750000 Penalty: 3136.944824
	Iteration 0F: 3 clusters Score -1799282 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1803030.125000 Penalty: 3136.944824
	Iteration 1F: 3 clusters Score -1803030 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -1803236 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1803399.625000 Penalty: 3136.944824
	Iteration 3Q: 3 clusters Score -1803400 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1803542.500000 Penalty: 3136.944824
	Iteration 4Q: 3 clusters Score -1803542 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1803694.000000 Penalty: 3136.944824
	Iteration 5Q: 3 clusters Score -1803694 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1803890.500000 Penalty: 3136.944824
	Iteration 6Q: 3 clusters Score -1803890 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1804139.250000 Penalty: 3136.944824
	Iteration 7Q: 3 clusters Score -1804139 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1804482.125000 Penalty: 3136.944824
	Iteration 8Q: 3 clusters Score -1804482 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1804905.625000 Penalty: 3136.944824
	Iteration 9Q: 3 clusters Score -1804906 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1805420.750000 Penalty: 3136.944824
	Iteration 10Q: 3 clusters Score -1805421 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1805946.500000 Penalty: 3136.944824
	Iteration 11Q: 3 clusters Score -1805946 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1806402.500000 Penalty: 3136.944824
	Iteration 12Q: 3 clusters Score -1806402 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1806767.125000 Penalty: 3136.944824
	Iteration 13Q: 3 clusters Score -1806767 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1807108.750000 Penalty: 3136.944824
	Iteration 14Q: 3 clusters Score -1807109 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1807428.500000 Penalty: 3136.944824
	Iteration 15Q: 3 clusters Score -1807428 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1807677.500000 Penalty: 3136.944824
	Iteration 16Q: 3 clusters Score -1807678 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1807883.500000 Penalty: 3136.944824
	Iteration 17Q: 3 clusters Score -1807884 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1808054.250000 Penalty: 3136.944824
	Iteration 18Q: 3 clusters Score -1808054 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1808181.875000 Penalty: 3136.944824
	Iteration 19Q: 3 clusters Score -1808182 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1808264.125000 Penalty: 3136.944824
	Iteration 20F: 3 clusters Score -1808264 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1808328.500000 Penalty: 3136.944824
	Iteration 21Q: 3 clusters Score -1808328 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1808395.750000 Penalty: 3136.944824
	Iteration 22Q: 3 clusters Score -1808396 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1808464.250000 Penalty: 3136.944824
	Iteration 23Q: 3 clusters Score -1808464 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1808506.750000 Penalty: 3136.944824
	Iteration 24Q: 3 clusters Score -1808507 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1808540.750000 Penalty: 3136.944824
	Iteration 25Q: 3 clusters Score -1808541 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1808564.625000 Penalty: 3136.944824
	Iteration 26Q: 3 clusters Score -1808565 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1808581.625000 Penalty: 3136.944824
	Iteration 27Q: 3 clusters Score -1808582 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1808599.125000 Penalty: 3136.944824
	Iteration 28Q: 3 clusters Score -1808599 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1808611.500000 Penalty: 3136.944824
	Iteration 29Q: 3 clusters Score -1808612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1808617.750000 Penalty: 3136.944824
	Iteration 30Q: 3 clusters Score -1808618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1808623.750000 Penalty: 3136.944824
	Iteration 31Q: 3 clusters Score -1808624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1808627.375000 Penalty: 3136.944824
	Iteration 32Q: 3 clusters Score -1808627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1808637.375000 Penalty: 3136.944824
	Iteration 33Q: 3 clusters Score -1808637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1808640.750000 Penalty: 3136.944824
	Iteration 34Q: 3 clusters Score -1808641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1808643.000000 Penalty: 3136.944824
	Iteration 35Q: 3 clusters Score -1808643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1808647.750000 Penalty: 3136.944824
	Iteration 36Q: 3 clusters Score -1808648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1808653.250000 Penalty: 3136.944824
	Iteration 37Q: 3 clusters Score -1808653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1808656.875000 Penalty: 3136.944824
	Iteration 38Q: 3 clusters Score -1808657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1808659.875000 Penalty: 3136.944824
	Iteration 39Q: 3 clusters Score -1808660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1808668.000000 Penalty: 3136.944824
	Iteration 40F: 3 clusters Score -1808668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1808670.625000 Penalty: 3136.944824
	Iteration 41Q: 3 clusters Score -1808671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1808672.750000 Penalty: 3136.944824
	Iteration 42Q: 3 clusters Score -1808673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1808670.125000 Penalty: 3136.944824
	Iteration 43Q: 3 clusters Score -1808670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1808673.500000 Penalty: 3136.944824
	Iteration 44Q: 3 clusters Score -1808674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1808678.125000 Penalty: 3136.944824
	Iteration 45Q: 3 clusters Score -1808678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1808678.750000 Penalty: 3136.944824
	Iteration 46Q: 3 clusters Score -1808679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1808678.000000 Penalty: 3136.944824
	Iteration 47Q: 3 clusters Score -1808678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1808682.000000 Penalty: 3136.944824
	Iteration 48Q: 3 clusters Score -1808682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1808685.625000 Penalty: 3136.944824
	Iteration 49Q: 3 clusters Score -1808686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1808686.000000 Penalty: 3136.944824
	Iteration 50Q: 3 clusters Score -1808686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1808686.625000 Penalty: 3136.944824
	Iteration 51Q: 3 clusters Score -1808687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1808686.000000 Penalty: 3136.944824
	Iteration 52Q: 3 clusters Score -1808686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1808687.000000 Penalty: 3136.944824
	Iteration 53Q: 3 clusters Score -1808687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1808687.000000 Penalty: 3136.944824
	Iteration 54F: 3 clusters Score -1808687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (29651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29651 members 
Entering Unmasked Estep 
Score: -3257718.500000 Penalty: 1673.303223
	Iteration 0F: 2 clusters Score -3257718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -3237730.250000 Penalty: 3346.606445
	Iteration 0F: 3 clusters Score -3237730 nChanged 13685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -3245686.750000 Penalty: 3346.606445
	Iteration 1F: 3 clusters Score -3245687 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -3246374.000000 Penalty: 3346.606445
	Iteration 2F: 3 clusters Score -3246374 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -3247226.750000 Penalty: 3346.606445
	Iteration 3F: 3 clusters Score -3247227 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -3248135.750000 Penalty: 3346.606445
	Iteration 4F: 3 clusters Score -3248136 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -3249104.250000 Penalty: 3346.606445
	Iteration 5F: 3 clusters Score -3249104 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -3250011.250000 Penalty: 3346.606445
	Iteration 6F: 3 clusters Score -3250011 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -3250853.000000 Penalty: 3346.606445
	Iteration 7F: 3 clusters Score -3250853 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -3251568.250000 Penalty: 3346.606445
	Iteration 8Q: 3 clusters Score -3251568 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -3252180.250000 Penalty: 3346.606445
	Iteration 9Q: 3 clusters Score -3252180 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -3252673.500000 Penalty: 3346.606445
	Iteration 10Q: 3 clusters Score -3252674 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -3253061.000000 Penalty: 3346.606445
	Iteration 11Q: 3 clusters Score -3253061 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -3253399.750000 Penalty: 3346.606445
	Iteration 12Q: 3 clusters Score -3253400 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -3253645.000000 Penalty: 3346.606445
	Iteration 13Q: 3 clusters Score -3253645 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -3253804.000000 Penalty: 3346.606445
	Iteration 14Q: 3 clusters Score -3253804 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -3253937.000000 Penalty: 3346.606445
	Iteration 15Q: 3 clusters Score -3253937 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -3254058.000000 Penalty: 3346.606445
	Iteration 16Q: 3 clusters Score -3254058 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -3254131.750000 Penalty: 3346.606445
	Iteration 17Q: 3 clusters Score -3254132 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -3254192.250000 Penalty: 3346.606445
	Iteration 18Q: 3 clusters Score -3254192 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -3254246.000000 Penalty: 3346.606445
	Iteration 19Q: 3 clusters Score -3254246 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -3254287.250000 Penalty: 3346.606445
	Iteration 20F: 3 clusters Score -3254287 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -3254329.000000 Penalty: 3346.606445
	Iteration 21Q: 3 clusters Score -3254329 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -3254362.000000 Penalty: 3346.606445
	Iteration 22Q: 3 clusters Score -3254362 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -3254383.250000 Penalty: 3346.606445
	Iteration 23Q: 3 clusters Score -3254383 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -3254399.750000 Penalty: 3346.606445
	Iteration 24Q: 3 clusters Score -3254400 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -3254421.750000 Penalty: 3346.606445
	Iteration 25Q: 3 clusters Score -3254422 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -3254435.750000 Penalty: 3346.606445
	Iteration 26Q: 3 clusters Score -3254436 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -3254440.500000 Penalty: 3346.606445
	Iteration 27Q: 3 clusters Score -3254440 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -3254462.000000 Penalty: 3346.606445
	Iteration 28Q: 3 clusters Score -3254462 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -3254478.750000 Penalty: 3346.606445
	Iteration 29Q: 3 clusters Score -3254479 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -3254482.250000 Penalty: 3346.606445
	Iteration 30Q: 3 clusters Score -3254482 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -3254488.000000 Penalty: 3346.606445
	Iteration 31Q: 3 clusters Score -3254488 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -3254491.250000 Penalty: 3346.606445
	Iteration 32Q: 3 clusters Score -3254491 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -3254498.500000 Penalty: 3346.606445
	Iteration 33Q: 3 clusters Score -3254498 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -3254508.000000 Penalty: 3346.606445
	Iteration 34Q: 3 clusters Score -3254508 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -3254515.750000 Penalty: 3346.606445
	Iteration 35Q: 3 clusters Score -3254516 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -3254518.250000 Penalty: 3346.606445
	Iteration 36Q: 3 clusters Score -3254518 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -3254529.750000 Penalty: 3346.606445
	Iteration 37Q: 3 clusters Score -3254530 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -3254532.750000 Penalty: 3346.606445
	Iteration 38Q: 3 clusters Score -3254533 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -3254546.250000 Penalty: 3346.606445
	Iteration 39Q: 3 clusters Score -3254546 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -3254561.500000 Penalty: 3346.606445
	Iteration 40F: 3 clusters Score -3254562 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -3254567.500000 Penalty: 3346.606445
	Iteration 41Q: 3 clusters Score -3254568 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -3254594.250000 Penalty: 3346.606445
	Iteration 42Q: 3 clusters Score -3254594 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -3254603.500000 Penalty: 3346.606445
	Iteration 43Q: 3 clusters Score -3254604 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -3254604.500000 Penalty: 3346.606445
	Iteration 44Q: 3 clusters Score -3254604 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -3254615.000000 Penalty: 3346.606445
	Iteration 45Q: 3 clusters Score -3254615 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -3254628.500000 Penalty: 3346.606445
	Iteration 46Q: 3 clusters Score -3254628 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -3254634.000000 Penalty: 3346.606445
	Iteration 47Q: 3 clusters Score -3254634 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -3254649.250000 Penalty: 3346.606445
	Iteration 48Q: 3 clusters Score -3254649 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -3254660.500000 Penalty: 3346.606445
	Iteration 49Q: 3 clusters Score -3254660 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -3254671.000000 Penalty: 3346.606445
	Iteration 50Q: 3 clusters Score -3254671 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -3254694.250000 Penalty: 3346.606445
	Iteration 51Q: 3 clusters Score -3254694 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -3254701.750000 Penalty: 3346.606445
	Iteration 52Q: 3 clusters Score -3254702 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -3254712.000000 Penalty: 3346.606445
	Iteration 53Q: 3 clusters Score -3254712 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -3254725.500000 Penalty: 3346.606445
	Iteration 54Q: 3 clusters Score -3254726 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -3254732.000000 Penalty: 3346.606445
	Iteration 55Q: 3 clusters Score -3254732 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -3254744.000000 Penalty: 3346.606445
	Iteration 56Q: 3 clusters Score -3254744 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -3254761.250000 Penalty: 3346.606445
	Iteration 57Q: 3 clusters Score -3254761 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -3254778.250000 Penalty: 3346.606445
	Iteration 58Q: 3 clusters Score -3254778 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -3254799.250000 Penalty: 3346.606445
	Iteration 59Q: 3 clusters Score -3254799 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -3254824.250000 Penalty: 3346.606445
	Iteration 60F: 3 clusters Score -3254824 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -3254862.000000 Penalty: 3346.606445
	Iteration 61Q: 3 clusters Score -3254862 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -3254913.500000 Penalty: 3346.606445
	Iteration 62Q: 3 clusters Score -3254914 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -3254955.750000 Penalty: 3346.606445
	Iteration 63Q: 3 clusters Score -3254956 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -3255021.000000 Penalty: 3346.606445
	Iteration 64Q: 3 clusters Score -3255021 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -3255106.500000 Penalty: 3346.606445
	Iteration 65Q: 3 clusters Score -3255106 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -3255174.000000 Penalty: 3346.606445
	Iteration 66Q: 3 clusters Score -3255174 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -3255274.250000 Penalty: 3346.606445
	Iteration 67Q: 3 clusters Score -3255274 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -3255367.000000 Penalty: 3346.606445
	Iteration 68Q: 3 clusters Score -3255367 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -3255443.000000 Penalty: 3346.606445
	Iteration 69Q: 3 clusters Score -3255443 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -3255496.000000 Penalty: 3346.606445
	Iteration 70Q: 3 clusters Score -3255496 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 26662 members 
Entering Unmasked Estep 
Score: -3255557.000000 Penalty: 3346.606445
	Iteration 71Q: 3 clusters Score -3255557 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -3255621.750000 Penalty: 3346.606445
	Iteration 72Q: 3 clusters Score -3255622 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -3255650.750000 Penalty: 3346.606445
	Iteration 73Q: 3 clusters Score -3255651 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
Score: -3255689.250000 Penalty: 3346.606445
	Iteration 74Q: 3 clusters Score -3255689 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -3255726.000000 Penalty: 3346.606445
	Iteration 75Q: 3 clusters Score -3255726 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
Score: -3255748.000000 Penalty: 3346.606445
	Iteration 76Q: 3 clusters Score -3255748 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -3255782.500000 Penalty: 3346.606445
	Iteration 77Q: 3 clusters Score -3255782 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -3255813.750000 Penalty: 3346.606445
	Iteration 78Q: 3 clusters Score -3255814 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -3255856.000000 Penalty: 3346.606445
	Iteration 79Q: 3 clusters Score -3255856 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -3255889.500000 Penalty: 3346.606445
	Iteration 80F: 3 clusters Score -3255890 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -3255935.500000 Penalty: 3346.606445
	Iteration 81Q: 3 clusters Score -3255936 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 27913 members 
Entering Unmasked Estep 
Score: -3255972.500000 Penalty: 3346.606445
	Iteration 82Q: 3 clusters Score -3255972 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -3256014.750000 Penalty: 3346.606445
	Iteration 83Q: 3 clusters Score -3256015 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -3256053.000000 Penalty: 3346.606445
	Iteration 84Q: 3 clusters Score -3256053 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -3256089.750000 Penalty: 3346.606445
	Iteration 85Q: 3 clusters Score -3256090 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -3256115.500000 Penalty: 3346.606445
	Iteration 86Q: 3 clusters Score -3256116 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -3256126.250000 Penalty: 3346.606445
	Iteration 87Q: 3 clusters Score -3256126 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 28369 members 
Entering Unmasked Estep 
Score: -3256142.250000 Penalty: 3346.606445
	Iteration 88Q: 3 clusters Score -3256142 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -3256154.750000 Penalty: 3346.606445
	Iteration 89Q: 3 clusters Score -3256155 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 28451 members 
Entering Unmasked Estep 
Score: -3256158.000000 Penalty: 3346.606445
	Iteration 90Q: 3 clusters Score -3256158 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -3256166.000000 Penalty: 3346.606445
	Iteration 91Q: 3 clusters Score -3256166 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 28504 members 
Entering Unmasked Estep 
Score: -3256169.500000 Penalty: 3346.606445
	Iteration 92Q: 3 clusters Score -3256170 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 28528 members 
Entering Unmasked Estep 
Score: -3256179.750000 Penalty: 3346.606445
	Iteration 93Q: 3 clusters Score -3256180 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 28555 members 
Entering Unmasked Estep 
Score: -3256189.750000 Penalty: 3346.606445
	Iteration 94Q: 3 clusters Score -3256190 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 28584 members 
Entering Unmasked Estep 
Score: -3256192.750000 Penalty: 3346.606445
	Iteration 95Q: 3 clusters Score -3256193 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 28612 members 
Entering Unmasked Estep 
Score: -3256202.000000 Penalty: 3346.606445
	Iteration 96Q: 3 clusters Score -3256202 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 28644 members 
Entering Unmasked Estep 
Score: -3256222.250000 Penalty: 3346.606445
	Iteration 97Q: 3 clusters Score -3256222 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 28668 members 
Entering Unmasked Estep 
Score: -3256224.750000 Penalty: 3346.606445
	Iteration 98Q: 3 clusters Score -3256225 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -3256231.000000 Penalty: 3346.606445
	Iteration 99Q: 3 clusters Score -3256231 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -3256241.000000 Penalty: 3346.606445
	Iteration 100F: 3 clusters Score -3256241 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 28720 members 
Entering Unmasked Estep 
Score: -3256243.750000 Penalty: 3346.606445
	Iteration 101Q: 3 clusters Score -3256244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -3256251.250000 Penalty: 3346.606445
	Iteration 102Q: 3 clusters Score -3256251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -3256253.250000 Penalty: 3346.606445
	Iteration 103Q: 3 clusters Score -3256253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 28740 members 
Entering Unmasked Estep 
Score: -3256253.500000 Penalty: 3346.606445
	Iteration 104Q: 3 clusters Score -3256254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 28740 members 
Entering Unmasked Estep 
Score: -3256249.250000 Penalty: 3346.606445
	Iteration 105Q: 3 clusters Score -3256249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
Score: -3256253.250000 Penalty: 3346.606445
	Iteration 106Q: 3 clusters Score -3256253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
Score: -3256253.250000 Penalty: 3346.606445
	Iteration 107F: 3 clusters Score -3256253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (38460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38460 members 
Entering Unmasked Estep 
Score: -4237296.500000 Penalty: 1715.573242
	Iteration 0F: 2 clusters Score -4237296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -4211441.000000 Penalty: 3431.146484
	Iteration 0F: 3 clusters Score -4211441 nChanged 17965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -4221546.000000 Penalty: 3431.146484
	Iteration 1F: 3 clusters Score -4221546 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -4222045.500000 Penalty: 3431.146484
	Iteration 2Q: 3 clusters Score -4222046 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -4222637.000000 Penalty: 3431.146484
	Iteration 3Q: 3 clusters Score -4222637 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -4223449.000000 Penalty: 3431.146484
	Iteration 4Q: 3 clusters Score -4223449 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -4224537.500000 Penalty: 3431.146484
	Iteration 5Q: 3 clusters Score -4224538 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -4226036.500000 Penalty: 3431.146484
	Iteration 6F: 3 clusters Score -4226036 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -4227806.000000 Penalty: 3431.146484
	Iteration 7F: 3 clusters Score -4227806 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -4229309.000000 Penalty: 3431.146484
	Iteration 8F: 3 clusters Score -4229309 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -4230148.000000 Penalty: 3431.146484
	Iteration 9Q: 3 clusters Score -4230148 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -4230474.500000 Penalty: 3431.146484
	Iteration 10Q: 3 clusters Score -4230474 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -4230670.500000 Penalty: 3431.146484
	Iteration 11Q: 3 clusters Score -4230670 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -4230820.000000 Penalty: 3431.146484
	Iteration 12Q: 3 clusters Score -4230820 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -4230992.000000 Penalty: 3431.146484
	Iteration 13Q: 3 clusters Score -4230992 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 26045 members 
Entering Unmasked Estep 
Score: -4231139.000000 Penalty: 3431.146484
	Iteration 14Q: 3 clusters Score -4231139 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -4231280.500000 Penalty: 3431.146484
	Iteration 15Q: 3 clusters Score -4231280 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -4231418.000000 Penalty: 3431.146484
	Iteration 16Q: 3 clusters Score -4231418 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -4231591.500000 Penalty: 3431.146484
	Iteration 17Q: 3 clusters Score -4231592 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -4231769.000000 Penalty: 3431.146484
	Iteration 18Q: 3 clusters Score -4231769 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
Score: -4231953.000000 Penalty: 3431.146484
	Iteration 19Q: 3 clusters Score -4231953 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 29174 members 
Entering Unmasked Estep 
Score: -4232110.500000 Penalty: 3431.146484
	Iteration 20F: 3 clusters Score -4232110 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 29687 members 
Entering Unmasked Estep 
Score: -4232254.500000 Penalty: 3431.146484
	Iteration 21Q: 3 clusters Score -4232254 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -4232417.000000 Penalty: 3431.146484
	Iteration 22Q: 3 clusters Score -4232417 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 30686 members 
Entering Unmasked Estep 
Score: -4232564.000000 Penalty: 3431.146484
	Iteration 23Q: 3 clusters Score -4232564 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 31207 members 
Entering Unmasked Estep 
Score: -4232741.000000 Penalty: 3431.146484
	Iteration 24Q: 3 clusters Score -4232741 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 31693 members 
Entering Unmasked Estep 
Score: -4232900.000000 Penalty: 3431.146484
	Iteration 25Q: 3 clusters Score -4232900 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -4233090.500000 Penalty: 3431.146484
	Iteration 26Q: 3 clusters Score -4233090 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 32771 members 
Entering Unmasked Estep 
Score: -4233302.500000 Penalty: 3431.146484
	Iteration 27Q: 3 clusters Score -4233302 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 33295 members 
Entering Unmasked Estep 
Score: -4233478.500000 Penalty: 3431.146484
	Iteration 28Q: 3 clusters Score -4233478 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 33835 members 
Entering Unmasked Estep 
Score: -4233710.000000 Penalty: 3431.146484
	Iteration 29Q: 3 clusters Score -4233710 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 34303 members 
Entering Unmasked Estep 
Score: -4233893.500000 Penalty: 3431.146484
	Iteration 30Q: 3 clusters Score -4233894 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 34743 members 
Entering Unmasked Estep 
Score: -4234070.500000 Penalty: 3431.146484
	Iteration 31Q: 3 clusters Score -4234070 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 35146 members 
Entering Unmasked Estep 
Score: -4234237.000000 Penalty: 3431.146484
	Iteration 32Q: 3 clusters Score -4234237 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 35538 members 
Entering Unmasked Estep 
Score: -4234409.500000 Penalty: 3431.146484
	Iteration 33Q: 3 clusters Score -4234410 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -4234594.000000 Penalty: 3431.146484
	Iteration 34Q: 3 clusters Score -4234594 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 36264 members 
Entering Unmasked Estep 
Score: -4234776.000000 Penalty: 3431.146484
	Iteration 35Q: 3 clusters Score -4234776 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 36584 members 
Entering Unmasked Estep 
Score: -4234958.000000 Penalty: 3431.146484
	Iteration 36Q: 3 clusters Score -4234958 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 36866 members 
Entering Unmasked Estep 
Score: -4235112.000000 Penalty: 3431.146484
	Iteration 37Q: 3 clusters Score -4235112 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 37078 members 
Entering Unmasked Estep 
Score: -4235225.500000 Penalty: 3431.146484
	Iteration 38Q: 3 clusters Score -4235226 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
Score: -4235340.500000 Penalty: 3431.146484
	Iteration 39Q: 3 clusters Score -4235340 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
Score: -4235409.000000 Penalty: 3431.146484
	Iteration 40F: 3 clusters Score -4235409 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 37539 members 
Entering Unmasked Estep 
Score: -4235478.000000 Penalty: 3431.146484
	Iteration 41Q: 3 clusters Score -4235478 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 37642 members 
Entering Unmasked Estep 
Score: -4235533.500000 Penalty: 3431.146484
	Iteration 42Q: 3 clusters Score -4235534 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 37725 members 
Entering Unmasked Estep 
Score: -4235591.000000 Penalty: 3431.146484
	Iteration 43Q: 3 clusters Score -4235591 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 37804 members 
Entering Unmasked Estep 
Score: -4235654.000000 Penalty: 3431.146484
	Iteration 44Q: 3 clusters Score -4235654 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 37862 members 
Entering Unmasked Estep 
Score: -4235675.000000 Penalty: 3431.146484
	Iteration 45Q: 3 clusters Score -4235675 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 37898 members 
Entering Unmasked Estep 
Score: -4235701.500000 Penalty: 3431.146484
	Iteration 46Q: 3 clusters Score -4235702 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 37927 members 
Entering Unmasked Estep 
Score: -4235720.000000 Penalty: 3431.146484
	Iteration 47Q: 3 clusters Score -4235720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -4235732.500000 Penalty: 3431.146484
	Iteration 48Q: 3 clusters Score -4235732 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 37960 members 
Entering Unmasked Estep 
Score: -4235750.000000 Penalty: 3431.146484
	Iteration 49Q: 3 clusters Score -4235750 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 37982 members 
Entering Unmasked Estep 
Score: -4235775.000000 Penalty: 3431.146484
	Iteration 50Q: 3 clusters Score -4235775 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 37998 members 
Entering Unmasked Estep 
Score: -4235787.000000 Penalty: 3431.146484
	Iteration 51Q: 3 clusters Score -4235787 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 38008 members 
Entering Unmasked Estep 
Score: -4235797.000000 Penalty: 3431.146484
	Iteration 52Q: 3 clusters Score -4235797 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 38026 members 
Entering Unmasked Estep 
Score: -4235806.500000 Penalty: 3431.146484
	Iteration 53Q: 3 clusters Score -4235806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 38036 members 
Entering Unmasked Estep 
Score: -4235811.500000 Penalty: 3431.146484
	Iteration 54Q: 3 clusters Score -4235812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 38043 members 
Entering Unmasked Estep 
Score: -4235816.000000 Penalty: 3431.146484
	Iteration 55Q: 3 clusters Score -4235816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 38046 members 
Entering Unmasked Estep 
Score: -4235818.000000 Penalty: 3431.146484
	Iteration 56Q: 3 clusters Score -4235818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 38050 members 
Entering Unmasked Estep 
Score: -4235816.500000 Penalty: 3431.146484
	Iteration 57Q: 3 clusters Score -4235816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 38052 members 
Entering Unmasked Estep 
Score: -4235819.500000 Penalty: 3431.146484
	Iteration 58Q: 3 clusters Score -4235820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 38054 members 
Entering Unmasked Estep 
Score: -4235819.500000 Penalty: 3431.146484
	Iteration 59Q: 3 clusters Score -4235820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 38055 members 
Entering Unmasked Estep 
Score: -4235819.500000 Penalty: 3431.146484
	Iteration 60F: 3 clusters Score -4235820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 38056 members 
Entering Unmasked Estep 
Score: -4235821.500000 Penalty: 3431.146484
	Iteration 61Q: 3 clusters Score -4235822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 38058 members 
Entering Unmasked Estep 
Score: -4235819.000000 Penalty: 3431.146484
	Iteration 62Q: 3 clusters Score -4235819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 38060 members 
Entering Unmasked Estep 
Score: -4235822.000000 Penalty: 3431.146484
	Iteration 63Q: 3 clusters Score -4235822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 38061 members 
Entering Unmasked Estep 
Score: -4235823.000000 Penalty: 3431.146484
	Iteration 64Q: 3 clusters Score -4235823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 38062 members 
Entering Unmasked Estep 
Score: -4235822.000000 Penalty: 3431.146484
	Iteration 65Q: 3 clusters Score -4235822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 38062 members 
Entering Unmasked Estep 
Score: -4235822.000000 Penalty: 3431.146484
	Iteration 66F: 3 clusters Score -4235822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Entering Unmasked Estep 
Score: -1594827.125000 Penalty: 1548.417236
	Iteration 0F: 2 clusters Score -1594827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1585179.250000 Penalty: 3096.834473
	Iteration 0F: 3 clusters Score -1585179 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1588484.000000 Penalty: 3096.834473
	Iteration 1F: 3 clusters Score -1588484 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1588765.750000 Penalty: 3096.834473
	Iteration 2F: 3 clusters Score -1588766 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1589006.250000 Penalty: 3096.834473
	Iteration 3Q: 3 clusters Score -1589006 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1589218.125000 Penalty: 3096.834473
	Iteration 4Q: 3 clusters Score -1589218 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1589411.750000 Penalty: 3096.834473
	Iteration 5Q: 3 clusters Score -1589412 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1589596.125000 Penalty: 3096.834473
	Iteration 6Q: 3 clusters Score -1589596 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1589810.250000 Penalty: 3096.834473
	Iteration 7Q: 3 clusters Score -1589810 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1590074.000000 Penalty: 3096.834473
	Iteration 8Q: 3 clusters Score -1590074 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1590438.250000 Penalty: 3096.834473
	Iteration 9Q: 3 clusters Score -1590438 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1590890.750000 Penalty: 3096.834473
	Iteration 10Q: 3 clusters Score -1590891 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1591328.250000 Penalty: 3096.834473
	Iteration 11Q: 3 clusters Score -1591328 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1591732.750000 Penalty: 3096.834473
	Iteration 12Q: 3 clusters Score -1591733 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1592114.125000 Penalty: 3096.834473
	Iteration 13Q: 3 clusters Score -1592114 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1592412.375000 Penalty: 3096.834473
	Iteration 14Q: 3 clusters Score -1592412 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1592584.625000 Penalty: 3096.834473
	Iteration 15Q: 3 clusters Score -1592585 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1592706.125000 Penalty: 3096.834473
	Iteration 16Q: 3 clusters Score -1592706 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1592794.875000 Penalty: 3096.834473
	Iteration 17Q: 3 clusters Score -1592795 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1592870.250000 Penalty: 3096.834473
	Iteration 18Q: 3 clusters Score -1592870 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1592937.125000 Penalty: 3096.834473
	Iteration 19Q: 3 clusters Score -1592937 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1592983.625000 Penalty: 3096.834473
	Iteration 20F: 3 clusters Score -1592984 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1593021.125000 Penalty: 3096.834473
	Iteration 21Q: 3 clusters Score -1593021 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -1593054.250000 Penalty: 3096.834473
	Iteration 22Q: 3 clusters Score -1593054 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1593084.375000 Penalty: 3096.834473
	Iteration 23Q: 3 clusters Score -1593084 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -1593111.125000 Penalty: 3096.834473
	Iteration 24Q: 3 clusters Score -1593111 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1593129.875000 Penalty: 3096.834473
	Iteration 25Q: 3 clusters Score -1593130 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1593146.750000 Penalty: 3096.834473
	Iteration 26Q: 3 clusters Score -1593147 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1593172.750000 Penalty: 3096.834473
	Iteration 27Q: 3 clusters Score -1593173 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -1593207.250000 Penalty: 3096.834473
	Iteration 28Q: 3 clusters Score -1593207 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1593234.125000 Penalty: 3096.834473
	Iteration 29Q: 3 clusters Score -1593234 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1593255.625000 Penalty: 3096.834473
	Iteration 30Q: 3 clusters Score -1593256 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1593271.125000 Penalty: 3096.834473
	Iteration 31Q: 3 clusters Score -1593271 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -1593281.250000 Penalty: 3096.834473
	Iteration 32Q: 3 clusters Score -1593281 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -1593289.375000 Penalty: 3096.834473
	Iteration 33Q: 3 clusters Score -1593289 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -1593297.250000 Penalty: 3096.834473
	Iteration 34Q: 3 clusters Score -1593297 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -1593304.250000 Penalty: 3096.834473
	Iteration 35Q: 3 clusters Score -1593304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1593311.125000 Penalty: 3096.834473
	Iteration 36Q: 3 clusters Score -1593311 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1593313.250000 Penalty: 3096.834473
	Iteration 37Q: 3 clusters Score -1593313 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -1593317.875000 Penalty: 3096.834473
	Iteration 38Q: 3 clusters Score -1593318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -1593322.625000 Penalty: 3096.834473
	Iteration 39Q: 3 clusters Score -1593323 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1593323.125000 Penalty: 3096.834473
	Iteration 40F: 3 clusters Score -1593323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1593329.500000 Penalty: 3096.834473
	Iteration 41Q: 3 clusters Score -1593330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -1593328.875000 Penalty: 3096.834473
	Iteration 42Q: 3 clusters Score -1593329 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -1593333.375000 Penalty: 3096.834473
	Iteration 43Q: 3 clusters Score -1593333 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -1593335.250000 Penalty: 3096.834473
	Iteration 44Q: 3 clusters Score -1593335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1593335.250000 Penalty: 3096.834473
	Iteration 45Q: 3 clusters Score -1593335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -1593342.250000 Penalty: 3096.834473
	Iteration 46Q: 3 clusters Score -1593342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -1593342.000000 Penalty: 3096.834473
	Iteration 47Q: 3 clusters Score -1593342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -1593343.875000 Penalty: 3096.834473
	Iteration 48Q: 3 clusters Score -1593344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -1593346.875000 Penalty: 3096.834473
	Iteration 49Q: 3 clusters Score -1593347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1593349.625000 Penalty: 3096.834473
	Iteration 50Q: 3 clusters Score -1593350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1593353.250000 Penalty: 3096.834473
	Iteration 51Q: 3 clusters Score -1593353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -1593356.750000 Penalty: 3096.834473
	Iteration 52Q: 3 clusters Score -1593357 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -1593361.000000 Penalty: 3096.834473
	Iteration 53Q: 3 clusters Score -1593361 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -1593368.250000 Penalty: 3096.834473
	Iteration 54Q: 3 clusters Score -1593368 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -1593375.250000 Penalty: 3096.834473
	Iteration 55Q: 3 clusters Score -1593375 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -1593380.875000 Penalty: 3096.834473
	Iteration 56Q: 3 clusters Score -1593381 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -1593382.125000 Penalty: 3096.834473
	Iteration 57Q: 3 clusters Score -1593382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -1593393.375000 Penalty: 3096.834473
	Iteration 58Q: 3 clusters Score -1593393 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -1593394.500000 Penalty: 3096.834473
	Iteration 59Q: 3 clusters Score -1593394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -1593398.000000 Penalty: 3096.834473
	Iteration 60F: 3 clusters Score -1593398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -1593401.250000 Penalty: 3096.834473
	Iteration 61Q: 3 clusters Score -1593401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -1593402.250000 Penalty: 3096.834473
	Iteration 62Q: 3 clusters Score -1593402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1593406.375000 Penalty: 3096.834473
	Iteration 63Q: 3 clusters Score -1593406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -1593408.875000 Penalty: 3096.834473
	Iteration 64Q: 3 clusters Score -1593409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -1593407.250000 Penalty: 3096.834473
	Iteration 65Q: 3 clusters Score -1593407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -1593404.750000 Penalty: 3096.834473
	Iteration 66Q: 3 clusters Score -1593405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1593407.625000 Penalty: 3096.834473
	Iteration 67Q: 3 clusters Score -1593408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -1593408.500000 Penalty: 3096.834473
	Iteration 68Q: 3 clusters Score -1593408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -1593411.000000 Penalty: 3096.834473
	Iteration 69Q: 3 clusters Score -1593411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -1593414.375000 Penalty: 3096.834473
	Iteration 70Q: 3 clusters Score -1593414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -1593414.500000 Penalty: 3096.834473
	Iteration 71Q: 3 clusters Score -1593414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -1593416.500000 Penalty: 3096.834473
	Iteration 72Q: 3 clusters Score -1593416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -1593417.250000 Penalty: 3096.834473
	Iteration 73Q: 3 clusters Score -1593417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -1593417.500000 Penalty: 3096.834473
	Iteration 74Q: 3 clusters Score -1593418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -1593417.500000 Penalty: 3096.834473
	Iteration 75F: 3 clusters Score -1593418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Entering Unmasked Estep 
Score: -435869.875000 Penalty: 1362.307861
	Iteration 0F: 2 clusters Score -435869.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -432329.093750 Penalty: 2724.615723
	Iteration 0F: 3 clusters Score -432329.1 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -433381.937500 Penalty: 2724.615723
	Iteration 1F: 3 clusters Score -433381.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -433637.625000 Penalty: 2724.615723
	Iteration 2F: 3 clusters Score -433637.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -433840.062500 Penalty: 2724.615723
	Iteration 3F: 3 clusters Score -433840.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -434023.031250 Penalty: 2724.615723
	Iteration 4F: 3 clusters Score -434023 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -434186.937500 Penalty: 2724.615723
	Iteration 5F: 3 clusters Score -434186.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -434334.562500 Penalty: 2724.615723
	Iteration 6Q: 3 clusters Score -434334.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -434424.687500 Penalty: 2724.615723
	Iteration 7Q: 3 clusters Score -434424.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -434507.187500 Penalty: 2724.615723
	Iteration 8Q: 3 clusters Score -434507.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -434576.281250 Penalty: 2724.615723
	Iteration 9Q: 3 clusters Score -434576.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -434623.937500 Penalty: 2724.615723
	Iteration 10Q: 3 clusters Score -434623.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -434663.468750 Penalty: 2724.615723
	Iteration 11Q: 3 clusters Score -434663.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -434699.593750 Penalty: 2724.615723
	Iteration 12Q: 3 clusters Score -434699.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -434731.312500 Penalty: 2724.615723
	Iteration 13Q: 3 clusters Score -434731.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -434760.500000 Penalty: 2724.615723
	Iteration 14Q: 3 clusters Score -434760.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -434778.125000 Penalty: 2724.615723
	Iteration 15Q: 3 clusters Score -434778.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -434785.968750 Penalty: 2724.615723
	Iteration 16Q: 3 clusters Score -434786 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -434791.468750 Penalty: 2724.615723
	Iteration 17Q: 3 clusters Score -434791.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -434799.343750 Penalty: 2724.615723
	Iteration 18Q: 3 clusters Score -434799.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -434811.156250 Penalty: 2724.615723
	Iteration 19Q: 3 clusters Score -434811.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -434817.312500 Penalty: 2724.615723
	Iteration 20F: 3 clusters Score -434817.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -434825.937500 Penalty: 2724.615723
	Iteration 21Q: 3 clusters Score -434825.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -434831.593750 Penalty: 2724.615723
	Iteration 22Q: 3 clusters Score -434831.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -434837.812500 Penalty: 2724.615723
	Iteration 23Q: 3 clusters Score -434837.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -434845.437500 Penalty: 2724.615723
	Iteration 24Q: 3 clusters Score -434845.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -434851.750000 Penalty: 2724.615723
	Iteration 25Q: 3 clusters Score -434851.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -434856.156250 Penalty: 2724.615723
	Iteration 26Q: 3 clusters Score -434856.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -434862.218750 Penalty: 2724.615723
	Iteration 27Q: 3 clusters Score -434862.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -434865.343750 Penalty: 2724.615723
	Iteration 28Q: 3 clusters Score -434865.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -434871.812500 Penalty: 2724.615723
	Iteration 29Q: 3 clusters Score -434871.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -434875.593750 Penalty: 2724.615723
	Iteration 30Q: 3 clusters Score -434875.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -434878.031250 Penalty: 2724.615723
	Iteration 31Q: 3 clusters Score -434878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -434880.187500 Penalty: 2724.615723
	Iteration 32Q: 3 clusters Score -434880.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -434880.531250 Penalty: 2724.615723
	Iteration 33Q: 3 clusters Score -434880.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -434880.656250 Penalty: 2724.615723
	Iteration 34Q: 3 clusters Score -434880.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -434880.031250 Penalty: 2724.615723
	Iteration 35Q: 3 clusters Score -434880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -434880.562500 Penalty: 2724.615723
	Iteration 36Q: 3 clusters Score -434880.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -434880.562500 Penalty: 2724.615723
	Iteration 37F: 3 clusters Score -434880.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (94734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94734 members 
Entering Unmasked Estep 
Score: -11288059.000000 Penalty: 1862.059570
	Iteration 0F: 2 clusters Score -1.128806e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47363 members 
Mstep: Class 2 contains 47371 members 
Entering Unmasked Estep 
Score: -11226104.000000 Penalty: 3724.119141
	Iteration 0F: 3 clusters Score -1.12261e+07 nChanged 45319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46256 members 
Mstep: Class 2 contains 48478 members 
Entering Unmasked Estep 
Score: -11251925.000000 Penalty: 3724.119141
	Iteration 1F: 3 clusters Score -1.125192e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45749 members 
Mstep: Class 2 contains 48985 members 
Entering Unmasked Estep 
Score: -11252420.000000 Penalty: 3724.119141
	Iteration 2Q: 3 clusters Score -1.125242e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44923 members 
Mstep: Class 2 contains 49811 members 
Entering Unmasked Estep 
Score: -11252884.000000 Penalty: 3724.119141
	Iteration 3Q: 3 clusters Score -1.125288e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43735 members 
Mstep: Class 2 contains 50999 members 
Entering Unmasked Estep 
Score: -11253412.000000 Penalty: 3724.119141
	Iteration 4Q: 3 clusters Score -1.125341e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42094 members 
Mstep: Class 2 contains 52640 members 
Entering Unmasked Estep 
Score: -11254185.000000 Penalty: 3724.119141
	Iteration 5Q: 3 clusters Score -1.125418e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39747 members 
Mstep: Class 2 contains 54987 members 
Entering Unmasked Estep 
Score: -11255401.000000 Penalty: 3724.119141
	Iteration 6Q: 3 clusters Score -1.12554e+07 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36261 members 
Mstep: Class 2 contains 58473 members 
Entering Unmasked Estep 
Score: -11257620.000000 Penalty: 3724.119141
	Iteration 7Q: 3 clusters Score -1.125762e+07 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 63168 members 
Entering Unmasked Estep 
Score: -11261429.000000 Penalty: 3724.119141
	Iteration 8F: 3 clusters Score -1.126143e+07 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 68568 members 
Entering Unmasked Estep 
Score: -11266783.000000 Penalty: 3724.119141
	Iteration 9F: 3 clusters Score -1.126678e+07 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 73640 members 
Entering Unmasked Estep 
Score: -11272212.000000 Penalty: 3724.119141
	Iteration 10F: 3 clusters Score -1.127221e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 77608 members 
Entering Unmasked Estep 
Score: -11276329.000000 Penalty: 3724.119141
	Iteration 11F: 3 clusters Score -1.127633e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 80531 members 
Entering Unmasked Estep 
Score: -11278831.000000 Penalty: 3724.119141
	Iteration 12Q: 3 clusters Score -1.127883e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 82876 members 
Entering Unmasked Estep 
Score: -11280395.000000 Penalty: 3724.119141
	Iteration 13Q: 3 clusters Score -1.12804e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 84850 members 
Entering Unmasked Estep 
Score: -11281596.000000 Penalty: 3724.119141
	Iteration 14Q: 3 clusters Score -1.12816e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 86563 members 
Entering Unmasked Estep 
Score: -11282511.000000 Penalty: 3724.119141
	Iteration 15Q: 3 clusters Score -1.128251e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 88000 members 
Entering Unmasked Estep 
Score: -11283324.000000 Penalty: 3724.119141
	Iteration 16Q: 3 clusters Score -1.128332e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 89218 members 
Entering Unmasked Estep 
Score: -11284023.000000 Penalty: 3724.119141
	Iteration 17Q: 3 clusters Score -1.128402e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 90249 members 
Entering Unmasked Estep 
Score: -11284583.000000 Penalty: 3724.119141
	Iteration 18Q: 3 clusters Score -1.128458e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 91069 members 
Entering Unmasked Estep 
Score: -11284949.000000 Penalty: 3724.119141
	Iteration 19Q: 3 clusters Score -1.128495e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 91775 members 
Entering Unmasked Estep 
Score: -11285278.000000 Penalty: 3724.119141
	Iteration 20F: 3 clusters Score -1.128528e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 92321 members 
Entering Unmasked Estep 
Score: -11285506.000000 Penalty: 3724.119141
	Iteration 21Q: 3 clusters Score -1.128551e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 92775 members 
Entering Unmasked Estep 
Score: -11285733.000000 Penalty: 3724.119141
	Iteration 22Q: 3 clusters Score -1.128573e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 93136 members 
Entering Unmasked Estep 
Score: -11285947.000000 Penalty: 3724.119141
	Iteration 23Q: 3 clusters Score -1.128595e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 93418 members 
Entering Unmasked Estep 
Score: -11286056.000000 Penalty: 3724.119141
	Iteration 24Q: 3 clusters Score -1.128606e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 93628 members 
Entering Unmasked Estep 
Score: -11286194.000000 Penalty: 3724.119141
	Iteration 25Q: 3 clusters Score -1.128619e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 93779 members 
Entering Unmasked Estep 
Score: -11286281.000000 Penalty: 3724.119141
	Iteration 26Q: 3 clusters Score -1.128628e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 93891 members 
Entering Unmasked Estep 
Score: -11286312.000000 Penalty: 3724.119141
	Iteration 27Q: 3 clusters Score -1.128631e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 93958 members 
Entering Unmasked Estep 
Score: -11286345.000000 Penalty: 3724.119141
	Iteration 28Q: 3 clusters Score -1.128634e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 94007 members 
Entering Unmasked Estep 
Score: -11286387.000000 Penalty: 3724.119141
	Iteration 29Q: 3 clusters Score -1.128639e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 94033 members 
Entering Unmasked Estep 
Score: -11286403.000000 Penalty: 3724.119141
	Iteration 30Q: 3 clusters Score -1.12864e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 94064 members 
Entering Unmasked Estep 
Score: -11286407.000000 Penalty: 3724.119141
	Iteration 31Q: 3 clusters Score -1.128641e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 94093 members 
Entering Unmasked Estep 
Score: -11286414.000000 Penalty: 3724.119141
	Iteration 32Q: 3 clusters Score -1.128641e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 94111 members 
Entering Unmasked Estep 
Score: -11286430.000000 Penalty: 3724.119141
	Iteration 33Q: 3 clusters Score -1.128643e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 94135 members 
Entering Unmasked Estep 
Score: -11286441.000000 Penalty: 3724.119141
	Iteration 34Q: 3 clusters Score -1.128644e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 94159 members 
Entering Unmasked Estep 
Score: -11286449.000000 Penalty: 3724.119141
	Iteration 35Q: 3 clusters Score -1.128645e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 94177 members 
Entering Unmasked Estep 
Score: -11286449.000000 Penalty: 3724.119141
	Iteration 36Q: 3 clusters Score -1.128645e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 94189 members 
Entering Unmasked Estep 
Score: -11286450.000000 Penalty: 3724.119141
	Iteration 37Q: 3 clusters Score -1.128645e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 94195 members 
Entering Unmasked Estep 
Score: -11286451.000000 Penalty: 3724.119141
	Iteration 38Q: 3 clusters Score -1.128645e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 94202 members 
Entering Unmasked Estep 
Score: -11286448.000000 Penalty: 3724.119141
	Iteration 39Q: 3 clusters Score -1.128645e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 94207 members 
Entering Unmasked Estep 
Score: -11286453.000000 Penalty: 3724.119141
	Iteration 40F: 3 clusters Score -1.128645e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 94215 members 
Entering Unmasked Estep 
Score: -11286450.000000 Penalty: 3724.119141
	Iteration 41Q: 3 clusters Score -1.128645e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 94218 members 
Entering Unmasked Estep 
Score: -11286463.000000 Penalty: 3724.119141
	Iteration 42Q: 3 clusters Score -1.128646e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 94222 members 
Entering Unmasked Estep 
Score: -11286456.000000 Penalty: 3724.119141
	Iteration 43Q: 3 clusters Score -1.128646e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 94232 members 
Entering Unmasked Estep 
Score: -11286460.000000 Penalty: 3724.119141
	Iteration 44Q: 3 clusters Score -1.128646e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 94235 members 
Entering Unmasked Estep 
Score: -11286462.000000 Penalty: 3724.119141
	Iteration 45Q: 3 clusters Score -1.128646e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 94242 members 
Entering Unmasked Estep 
Score: -11286468.000000 Penalty: 3724.119141
	Iteration 46Q: 3 clusters Score -1.128647e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 94248 members 
Entering Unmasked Estep 
Score: -11286485.000000 Penalty: 3724.119141
	Iteration 47Q: 3 clusters Score -1.128648e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 94253 members 
Entering Unmasked Estep 
Score: -11286473.000000 Penalty: 3724.119141
	Iteration 48Q: 3 clusters Score -1.128647e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 94255 members 
Entering Unmasked Estep 
Score: -11286488.000000 Penalty: 3724.119141
	Iteration 49Q: 3 clusters Score -1.128649e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 94255 members 
Entering Unmasked Estep 
Score: -11286484.000000 Penalty: 3724.119141
	Iteration 50Q: 3 clusters Score -1.128648e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 94252 members 
Entering Unmasked Estep 
Score: -11286490.000000 Penalty: 3724.119141
	Iteration 51Q: 3 clusters Score -1.128649e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 94251 members 
Entering Unmasked Estep 
Score: -11286488.000000 Penalty: 3724.119141
	Iteration 52Q: 3 clusters Score -1.128649e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 94252 members 
Entering Unmasked Estep 
Score: -11286492.000000 Penalty: 3724.119141
	Iteration 53Q: 3 clusters Score -1.128649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 94254 members 
Entering Unmasked Estep 
Score: -11286484.000000 Penalty: 3724.119141
	Iteration 54Q: 3 clusters Score -1.128648e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 94256 members 
Entering Unmasked Estep 
Score: -11286486.000000 Penalty: 3724.119141
	Iteration 55Q: 3 clusters Score -1.128649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 94258 members 
Entering Unmasked Estep 
Score: -11286488.000000 Penalty: 3724.119141
	Iteration 56Q: 3 clusters Score -1.128649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 94258 members 
Entering Unmasked Estep 
Score: -11286489.000000 Penalty: 3724.119141
	Iteration 57Q: 3 clusters Score -1.128649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 94260 members 
Entering Unmasked Estep 
Score: -11286491.000000 Penalty: 3724.119141
	Iteration 58Q: 3 clusters Score -1.128649e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 94261 members 
Entering Unmasked Estep 
Score: -11286492.000000 Penalty: 3724.119141
	Iteration 59Q: 3 clusters Score -1.128649e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 94261 members 
Entering Unmasked Estep 
Score: -11286492.000000 Penalty: 3724.119141
	Iteration 60F: 3 clusters Score -1.128649e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Entering Unmasked Estep 
Score: -1241255.000000 Penalty: 1507.188110
	Iteration 0F: 2 clusters Score -1241255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1233710.250000 Penalty: 3014.376221
	Iteration 0F: 3 clusters Score -1233710 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1236166.750000 Penalty: 3014.376221
	Iteration 1F: 3 clusters Score -1236167 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1236445.875000 Penalty: 3014.376221
	Iteration 2F: 3 clusters Score -1236446 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1236665.875000 Penalty: 3014.376221
	Iteration 3F: 3 clusters Score -1236666 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1236894.875000 Penalty: 3014.376221
	Iteration 4Q: 3 clusters Score -1236895 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1237149.750000 Penalty: 3014.376221
	Iteration 5Q: 3 clusters Score -1237150 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1237459.375000 Penalty: 3014.376221
	Iteration 6F: 3 clusters Score -1237459 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1237828.375000 Penalty: 3014.376221
	Iteration 7F: 3 clusters Score -1237828 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1238293.250000 Penalty: 3014.376221
	Iteration 8F: 3 clusters Score -1238293 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1238811.625000 Penalty: 3014.376221
	Iteration 9F: 3 clusters Score -1238812 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1239283.625000 Penalty: 3014.376221
	Iteration 10Q: 3 clusters Score -1239284 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1239624.000000 Penalty: 3014.376221
	Iteration 11Q: 3 clusters Score -1239624 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1239821.750000 Penalty: 3014.376221
	Iteration 12Q: 3 clusters Score -1239822 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1239943.000000 Penalty: 3014.376221
	Iteration 13Q: 3 clusters Score -1239943 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1240020.625000 Penalty: 3014.376221
	Iteration 14Q: 3 clusters Score -1240021 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1240067.875000 Penalty: 3014.376221
	Iteration 15Q: 3 clusters Score -1240068 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1240105.500000 Penalty: 3014.376221
	Iteration 16Q: 3 clusters Score -1240106 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1240125.250000 Penalty: 3014.376221
	Iteration 17Q: 3 clusters Score -1240125 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1240133.875000 Penalty: 3014.376221
	Iteration 18Q: 3 clusters Score -1240134 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1240141.500000 Penalty: 3014.376221
	Iteration 19Q: 3 clusters Score -1240142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1240150.750000 Penalty: 3014.376221
	Iteration 20F: 3 clusters Score -1240151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1240151.250000 Penalty: 3014.376221
	Iteration 21Q: 3 clusters Score -1240151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1240156.375000 Penalty: 3014.376221
	Iteration 22Q: 3 clusters Score -1240156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1240162.875000 Penalty: 3014.376221
	Iteration 23Q: 3 clusters Score -1240163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1240169.000000 Penalty: 3014.376221
	Iteration 24Q: 3 clusters Score -1240169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1240170.875000 Penalty: 3014.376221
	Iteration 25Q: 3 clusters Score -1240171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1240171.875000 Penalty: 3014.376221
	Iteration 26Q: 3 clusters Score -1240172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1240174.000000 Penalty: 3014.376221
	Iteration 27Q: 3 clusters Score -1240174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1240178.000000 Penalty: 3014.376221
	Iteration 28Q: 3 clusters Score -1240178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1240179.750000 Penalty: 3014.376221
	Iteration 29Q: 3 clusters Score -1240180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1240180.375000 Penalty: 3014.376221
	Iteration 30Q: 3 clusters Score -1240180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1240180.625000 Penalty: 3014.376221
	Iteration 31Q: 3 clusters Score -1240181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1240181.750000 Penalty: 3014.376221
	Iteration 32Q: 3 clusters Score -1240182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1240182.000000 Penalty: 3014.376221
	Iteration 33Q: 3 clusters Score -1240182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1240182.625000 Penalty: 3014.376221
	Iteration 34Q: 3 clusters Score -1240183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1240182.500000 Penalty: 3014.376221
	Iteration 35Q: 3 clusters Score -1240182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1240184.750000 Penalty: 3014.376221
	Iteration 36Q: 3 clusters Score -1240185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1240182.875000 Penalty: 3014.376221
	Iteration 37Q: 3 clusters Score -1240183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1240184.625000 Penalty: 3014.376221
	Iteration 38Q: 3 clusters Score -1240185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1240186.000000 Penalty: 3014.376221
	Iteration 39Q: 3 clusters Score -1240186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1240184.875000 Penalty: 3014.376221
	Iteration 40F: 3 clusters Score -1240185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1240185.000000 Penalty: 3014.376221
	Iteration 41Q: 3 clusters Score -1240185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1240185.000000 Penalty: 3014.376221
	Iteration 42F: 3 clusters Score -1240185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Entering Unmasked Estep 
Score: -990052.000000 Penalty: 1475.851929
	Iteration 0F: 2 clusters Score -990052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -983613.937500 Penalty: 2951.703857
	Iteration 0F: 3 clusters Score -983613.9 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -985638.625000 Penalty: 2951.703857
	Iteration 1F: 3 clusters Score -985638.6 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -985835.187500 Penalty: 2951.703857
	Iteration 2F: 3 clusters Score -985835.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -985987.500000 Penalty: 2951.703857
	Iteration 3Q: 3 clusters Score -985987.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -986140.125000 Penalty: 2951.703857
	Iteration 4Q: 3 clusters Score -986140.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -986309.312500 Penalty: 2951.703857
	Iteration 5Q: 3 clusters Score -986309.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -986515.500000 Penalty: 2951.703857
	Iteration 6Q: 3 clusters Score -986515.5 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -986788.937500 Penalty: 2951.703857
	Iteration 7F: 3 clusters Score -986788.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -987112.500000 Penalty: 2951.703857
	Iteration 8F: 3 clusters Score -987112.5 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -987459.250000 Penalty: 2951.703857
	Iteration 9F: 3 clusters Score -987459.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -987803.250000 Penalty: 2951.703857
	Iteration 10Q: 3 clusters Score -987803.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -988144.500000 Penalty: 2951.703857
	Iteration 11Q: 3 clusters Score -988144.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -988359.312500 Penalty: 2951.703857
	Iteration 12Q: 3 clusters Score -988359.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -988469.500000 Penalty: 2951.703857
	Iteration 13Q: 3 clusters Score -988469.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -988533.000000 Penalty: 2951.703857
	Iteration 14Q: 3 clusters Score -988533 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -988578.812500 Penalty: 2951.703857
	Iteration 15Q: 3 clusters Score -988578.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -988615.000000 Penalty: 2951.703857
	Iteration 16Q: 3 clusters Score -988615 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -988640.312500 Penalty: 2951.703857
	Iteration 17Q: 3 clusters Score -988640.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -988666.625000 Penalty: 2951.703857
	Iteration 18Q: 3 clusters Score -988666.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -988688.437500 Penalty: 2951.703857
	Iteration 19Q: 3 clusters Score -988688.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -988708.187500 Penalty: 2951.703857
	Iteration 20F: 3 clusters Score -988708.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -988717.500000 Penalty: 2951.703857
	Iteration 21Q: 3 clusters Score -988717.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -988717.562500 Penalty: 2951.703857
	Iteration 22Q: 3 clusters Score -988717.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -988722.687500 Penalty: 2951.703857
	Iteration 23Q: 3 clusters Score -988722.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -988726.562500 Penalty: 2951.703857
	Iteration 24Q: 3 clusters Score -988726.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -988727.500000 Penalty: 2951.703857
	Iteration 25Q: 3 clusters Score -988727.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -988727.500000 Penalty: 2951.703857
	Iteration 26Q: 3 clusters Score -988727.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -988729.625000 Penalty: 2951.703857
	Iteration 27Q: 3 clusters Score -988729.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -988731.250000 Penalty: 2951.703857
	Iteration 28Q: 3 clusters Score -988731.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -988736.250000 Penalty: 2951.703857
	Iteration 29Q: 3 clusters Score -988736.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -988742.562500 Penalty: 2951.703857
	Iteration 30Q: 3 clusters Score -988742.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -988744.062500 Penalty: 2951.703857
	Iteration 31Q: 3 clusters Score -988744.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -988744.062500 Penalty: 2951.703857
	Iteration 32F: 3 clusters Score -988744.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Entering Unmasked Estep 
Score: -2475569.250000 Penalty: 1629.270508
	Iteration 0F: 2 clusters Score -2475569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -2460220.750000 Penalty: 3258.541016
	Iteration 0F: 3 clusters Score -2460221 nChanged 10234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -2465844.750000 Penalty: 3258.541016
	Iteration 1F: 3 clusters Score -2465845 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -2466269.750000 Penalty: 3258.541016
	Iteration 2Q: 3 clusters Score -2466270 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -2466817.000000 Penalty: 3258.541016
	Iteration 3F: 3 clusters Score -2466817 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -2467636.500000 Penalty: 3258.541016
	Iteration 4F: 3 clusters Score -2467636 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -2468809.500000 Penalty: 3258.541016
	Iteration 5F: 3 clusters Score -2468810 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -2470169.000000 Penalty: 3258.541016
	Iteration 6F: 3 clusters Score -2470169 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -2471485.750000 Penalty: 3258.541016
	Iteration 7F: 3 clusters Score -2471486 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -2472420.000000 Penalty: 3258.541016
	Iteration 8F: 3 clusters Score -2472420 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -2473065.500000 Penalty: 3258.541016
	Iteration 9Q: 3 clusters Score -2473066 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -2473498.750000 Penalty: 3258.541016
	Iteration 10Q: 3 clusters Score -2473499 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -2473782.500000 Penalty: 3258.541016
	Iteration 11Q: 3 clusters Score -2473782 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -2473956.750000 Penalty: 3258.541016
	Iteration 12Q: 3 clusters Score -2473957 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -2474077.000000 Penalty: 3258.541016
	Iteration 13Q: 3 clusters Score -2474077 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -2474148.750000 Penalty: 3258.541016
	Iteration 14Q: 3 clusters Score -2474149 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -2474221.250000 Penalty: 3258.541016
	Iteration 15Q: 3 clusters Score -2474221 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -2474281.000000 Penalty: 3258.541016
	Iteration 16Q: 3 clusters Score -2474281 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -2474333.750000 Penalty: 3258.541016
	Iteration 17Q: 3 clusters Score -2474334 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -2474382.250000 Penalty: 3258.541016
	Iteration 18Q: 3 clusters Score -2474382 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -2474403.000000 Penalty: 3258.541016
	Iteration 19Q: 3 clusters Score -2474403 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -2474411.250000 Penalty: 3258.541016
	Iteration 20F: 3 clusters Score -2474411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -2474419.250000 Penalty: 3258.541016
	Iteration 21Q: 3 clusters Score -2474419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -2474423.250000 Penalty: 3258.541016
	Iteration 22Q: 3 clusters Score -2474423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -2474428.750000 Penalty: 3258.541016
	Iteration 23Q: 3 clusters Score -2474429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -2474435.000000 Penalty: 3258.541016
	Iteration 24Q: 3 clusters Score -2474435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -2474446.000000 Penalty: 3258.541016
	Iteration 25Q: 3 clusters Score -2474446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -2474469.000000 Penalty: 3258.541016
	Iteration 26Q: 3 clusters Score -2474469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -2474472.000000 Penalty: 3258.541016
	Iteration 27Q: 3 clusters Score -2474472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -2474476.500000 Penalty: 3258.541016
	Iteration 28Q: 3 clusters Score -2474476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -2474476.250000 Penalty: 3258.541016
	Iteration 29Q: 3 clusters Score -2474476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -2474474.500000 Penalty: 3258.541016
	Iteration 30Q: 3 clusters Score -2474474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -2474477.000000 Penalty: 3258.541016
	Iteration 31Q: 3 clusters Score -2474477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -2474480.750000 Penalty: 3258.541016
	Iteration 32Q: 3 clusters Score -2474481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -2474484.750000 Penalty: 3258.541016
	Iteration 33Q: 3 clusters Score -2474485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -2474484.500000 Penalty: 3258.541016
	Iteration 34Q: 3 clusters Score -2474484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -2474486.000000 Penalty: 3258.541016
	Iteration 35Q: 3 clusters Score -2474486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -2474492.000000 Penalty: 3258.541016
	Iteration 36Q: 3 clusters Score -2474492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -2474491.750000 Penalty: 3258.541016
	Iteration 37Q: 3 clusters Score -2474492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -2474493.750000 Penalty: 3258.541016
	Iteration 38Q: 3 clusters Score -2474494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -2474499.750000 Penalty: 3258.541016
	Iteration 39Q: 3 clusters Score -2474500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -2474504.000000 Penalty: 3258.541016
	Iteration 40F: 3 clusters Score -2474504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -2474508.500000 Penalty: 3258.541016
	Iteration 41Q: 3 clusters Score -2474508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -2474511.250000 Penalty: 3258.541016
	Iteration 42Q: 3 clusters Score -2474511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -2474516.750000 Penalty: 3258.541016
	Iteration 43Q: 3 clusters Score -2474517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -2474519.000000 Penalty: 3258.541016
	Iteration 44Q: 3 clusters Score -2474519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -2474521.750000 Penalty: 3258.541016
	Iteration 45Q: 3 clusters Score -2474522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -2474523.000000 Penalty: 3258.541016
	Iteration 46Q: 3 clusters Score -2474523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -2474524.500000 Penalty: 3258.541016
	Iteration 47Q: 3 clusters Score -2474524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -2474530.000000 Penalty: 3258.541016
	Iteration 48Q: 3 clusters Score -2474530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -2474532.750000 Penalty: 3258.541016
	Iteration 49Q: 3 clusters Score -2474533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -2474534.750000 Penalty: 3258.541016
	Iteration 50Q: 3 clusters Score -2474535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -2474534.500000 Penalty: 3258.541016
	Iteration 51Q: 3 clusters Score -2474534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -2474534.500000 Penalty: 3258.541016
	Iteration 52F: 3 clusters Score -2474534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -156404.015625 Penalty: 1185.004883
	Iteration 0F: 2 clusters Score -156404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -154688.031250 Penalty: 2370.009766
	Iteration 0F: 3 clusters Score -154688 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -155170.484375 Penalty: 2370.009766
	Iteration 1F: 3 clusters Score -155170.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -155319.593750 Penalty: 2370.009766
	Iteration 2F: 3 clusters Score -155319.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -155475.281250 Penalty: 2370.009766
	Iteration 3F: 3 clusters Score -155475.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -155628.203125 Penalty: 2370.009766
	Iteration 4F: 3 clusters Score -155628.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -155705.906250 Penalty: 2370.009766
	Iteration 5Q: 3 clusters Score -155705.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -155754.203125 Penalty: 2370.009766
	Iteration 6Q: 3 clusters Score -155754.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -155806.343750 Penalty: 2370.009766
	Iteration 7Q: 3 clusters Score -155806.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -155862.484375 Penalty: 2370.009766
	Iteration 8Q: 3 clusters Score -155862.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -155888.625000 Penalty: 2370.009766
	Iteration 9Q: 3 clusters Score -155888.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -155903.812500 Penalty: 2370.009766
	Iteration 10Q: 3 clusters Score -155903.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -155928.484375 Penalty: 2370.009766
	Iteration 11Q: 3 clusters Score -155928.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -155947.156250 Penalty: 2370.009766
	Iteration 12Q: 3 clusters Score -155947.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -155959.703125 Penalty: 2370.009766
	Iteration 13Q: 3 clusters Score -155959.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -155976.828125 Penalty: 2370.009766
	Iteration 14Q: 3 clusters Score -155976.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -155989.828125 Penalty: 2370.009766
	Iteration 15Q: 3 clusters Score -155989.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -156002.765625 Penalty: 2370.009766
	Iteration 16Q: 3 clusters Score -156002.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -156015.468750 Penalty: 2370.009766
	Iteration 17Q: 3 clusters Score -156015.5 nChanged 16
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: -156030.953125 Penalty: 2370.009766
	Iteration 18Q: 3 clusters Score -156031 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -156041.234375 Penalty: 2370.009766
	Iteration 19Q: 3 clusters Score -156041.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -156043.937500 Penalty: 2370.009766
	Iteration 20F: 3 clusters Score -156043.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -156046.234375 Penalty: 2370.009766
	Iteration 21Q: 3 clusters Score -156046.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -156047.078125 Penalty: 2370.009766
	Iteration 22Q: 3 clusters Score -156047.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -156047.843750 Penalty: 2370.009766
	Iteration 23Q: 3 clusters Score -156047.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -156049.953125 Penalty: 2370.009766
	Iteration 24Q: 3 clusters Score -156050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -156050.937500 Penalty: 2370.009766
	Iteration 25Q: 3 clusters Score -156050.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -156051.250000 Penalty: 2370.009766
	Iteration 26Q: 3 clusters Score -156051.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -156051.906250 Penalty: 2370.009766
	Iteration 27Q: 3 clusters Score -156051.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -156051.906250 Penalty: 2370.009766
	Iteration 28F: 3 clusters Score -156051.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (31768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31768 members 
Entering Unmasked Estep 
Score: -3805565.750000 Penalty: 1684.509888
	Iteration 0F: 2 clusters Score -3805566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -3784282.250000 Penalty: 3369.019775
	Iteration 0F: 3 clusters Score -3784282 nChanged 14551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -3792295.250000 Penalty: 3369.019775
	Iteration 1F: 3 clusters Score -3792295 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -3792606.750000 Penalty: 3369.019775
	Iteration 2Q: 3 clusters Score -3792607 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -3792913.750000 Penalty: 3369.019775
	Iteration 3Q: 3 clusters Score -3792914 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -3793312.500000 Penalty: 3369.019775
	Iteration 4Q: 3 clusters Score -3793312 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -3793914.500000 Penalty: 3369.019775
	Iteration 5Q: 3 clusters Score -3793914 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -3794819.750000 Penalty: 3369.019775
	Iteration 6F: 3 clusters Score -3794820 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -3796125.500000 Penalty: 3369.019775
	Iteration 7F: 3 clusters Score -3796126 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -3797871.250000 Penalty: 3369.019775
	Iteration 8F: 3 clusters Score -3797871 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -3799641.500000 Penalty: 3369.019775
	Iteration 9F: 3 clusters Score -3799642 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -3800965.750000 Penalty: 3369.019775
	Iteration 10F: 3 clusters Score -3800966 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27560 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -3801781.250000 Penalty: 3369.019775
	Iteration 11Q: 3 clusters Score -3801781 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -3802285.750000 Penalty: 3369.019775
	Iteration 12Q: 3 clusters Score -3802286 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -3802599.500000 Penalty: 3369.019775
	Iteration 13Q: 3 clusters Score -3802600 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -3802793.750000 Penalty: 3369.019775
	Iteration 14Q: 3 clusters Score -3802794 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -3802977.000000 Penalty: 3369.019775
	Iteration 15Q: 3 clusters Score -3802977 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29608 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -3803127.500000 Penalty: 3369.019775
	Iteration 16Q: 3 clusters Score -3803128 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29864 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -3803258.250000 Penalty: 3369.019775
	Iteration 17Q: 3 clusters Score -3803258 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30098 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3803393.000000 Penalty: 3369.019775
	Iteration 18Q: 3 clusters Score -3803393 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -3803487.250000 Penalty: 3369.019775
	Iteration 19Q: 3 clusters Score -3803487 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30472 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -3803581.500000 Penalty: 3369.019775
	Iteration 20F: 3 clusters Score -3803582 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30628 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3803668.250000 Penalty: 3369.019775
	Iteration 21Q: 3 clusters Score -3803668 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30767 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3803751.000000 Penalty: 3369.019775
	Iteration 22Q: 3 clusters Score -3803751 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3803811.000000 Penalty: 3369.019775
	Iteration 23Q: 3 clusters Score -3803811 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30970 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3803877.750000 Penalty: 3369.019775
	Iteration 24Q: 3 clusters Score -3803878 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31045 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3803915.000000 Penalty: 3369.019775
	Iteration 25Q: 3 clusters Score -3803915 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31112 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3803953.000000 Penalty: 3369.019775
	Iteration 26Q: 3 clusters Score -3803953 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3803984.250000 Penalty: 3369.019775
	Iteration 27Q: 3 clusters Score -3803984 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3804000.750000 Penalty: 3369.019775
	Iteration 28Q: 3 clusters Score -3804001 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3804017.750000 Penalty: 3369.019775
	Iteration 29Q: 3 clusters Score -3804018 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31247 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3804029.000000 Penalty: 3369.019775
	Iteration 30Q: 3 clusters Score -3804029 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31264 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -3804035.250000 Penalty: 3369.019775
	Iteration 31Q: 3 clusters Score -3804035 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31284 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3804044.750000 Penalty: 3369.019775
	Iteration 32Q: 3 clusters Score -3804045 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3804064.000000 Penalty: 3369.019775
	Iteration 33Q: 3 clusters Score -3804064 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -3804083.500000 Penalty: 3369.019775
	Iteration 34Q: 3 clusters Score -3804084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3804086.250000 Penalty: 3369.019775
	Iteration 35Q: 3 clusters Score -3804086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31336 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3804100.250000 Penalty: 3369.019775
	Iteration 36Q: 3 clusters Score -3804100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31347 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3804104.500000 Penalty: 3369.019775
	Iteration 37Q: 3 clusters Score -3804104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3804113.250000 Penalty: 3369.019775
	Iteration 38Q: 3 clusters Score -3804113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31367 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3804125.250000 Penalty: 3369.019775
	Iteration 39Q: 3 clusters Score -3804125 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3804135.000000 Penalty: 3369.019775
	Iteration 40F: 3 clusters Score -3804135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31384 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3804141.500000 Penalty: 3369.019775
	Iteration 41Q: 3 clusters Score -3804142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31396 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3804152.750000 Penalty: 3369.019775
	Iteration 42Q: 3 clusters Score -3804153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31404 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3804151.000000 Penalty: 3369.019775
	Iteration 43Q: 3 clusters Score -3804151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3804156.250000 Penalty: 3369.019775
	Iteration 44Q: 3 clusters Score -3804156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31409 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3804159.500000 Penalty: 3369.019775
	Iteration 45Q: 3 clusters Score -3804160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31411 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3804156.750000 Penalty: 3369.019775
	Iteration 46Q: 3 clusters Score -3804157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3804158.000000 Penalty: 3369.019775
	Iteration 47Q: 3 clusters Score -3804158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3804161.000000 Penalty: 3369.019775
	Iteration 48Q: 3 clusters Score -3804161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31417 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3804168.250000 Penalty: 3369.019775
	Iteration 49Q: 3 clusters Score -3804168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31420 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3804166.750000 Penalty: 3369.019775
	Iteration 50Q: 3 clusters Score -3804167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31420 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3804166.750000 Penalty: 3369.019775
	Iteration 51F: 3 clusters Score -3804167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (79640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79640 members 
Entering Unmasked Estep 
Score: -9334204.000000 Penalty: 1833.856689
	Iteration 0F: 2 clusters Score -9334204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39874 members 
Mstep: Class 2 contains 39766 members 
Entering Unmasked Estep 
Score: -9281096.000000 Penalty: 3667.713379
	Iteration 0F: 3 clusters Score -9281096 nChanged 37839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41289 members 
Mstep: Class 2 contains 38351 members 
Entering Unmasked Estep 
Score: -9302974.000000 Penalty: 3667.713379
	Iteration 1F: 3 clusters Score -9302974 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42562 members 
Mstep: Class 2 contains 37078 members 
Entering Unmasked Estep 
Score: -9303848.000000 Penalty: 3667.713379
	Iteration 2Q: 3 clusters Score -9303848 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44468 members 
Mstep: Class 2 contains 35172 members 
Entering Unmasked Estep 
Score: -9304796.000000 Penalty: 3667.713379
	Iteration 3Q: 3 clusters Score -9304796 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47207 members 
Mstep: Class 2 contains 32433 members 
Entering Unmasked Estep 
Score: -9306329.000000 Penalty: 3667.713379
	Iteration 4Q: 3 clusters Score -9306329 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50909 members 
Mstep: Class 2 contains 28731 members 
Entering Unmasked Estep 
Score: -9308452.000000 Penalty: 3667.713379
	Iteration 5F: 3 clusters Score -9308452 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55667 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -9311580.000000 Penalty: 3667.713379
	Iteration 6F: 3 clusters Score -9311580 nChanged 5772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61275 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -9315957.000000 Penalty: 3667.713379
	Iteration 7F: 3 clusters Score -9315957 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67152 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -9321260.000000 Penalty: 3667.713379
	Iteration 8F: 3 clusters Score -9321260 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72187 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -9326126.000000 Penalty: 3667.713379
	Iteration 9F: 3 clusters Score -9326126 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75454 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -9329303.000000 Penalty: 3667.713379
	Iteration 10Q: 3 clusters Score -9329303 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77228 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -9331034.000000 Penalty: 3667.713379
	Iteration 11Q: 3 clusters Score -9331034 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78098 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -9331778.000000 Penalty: 3667.713379
	Iteration 12Q: 3 clusters Score -9331778 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78519 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -9332153.000000 Penalty: 3667.713379
	Iteration 13Q: 3 clusters Score -9332153 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78767 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -9332372.000000 Penalty: 3667.713379
	Iteration 14Q: 3 clusters Score -9332372 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78915 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -9332500.000000 Penalty: 3667.713379
	Iteration 15Q: 3 clusters Score -9332500 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79003 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -9332564.000000 Penalty: 3667.713379
	Iteration 16Q: 3 clusters Score -9332564 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79056 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -9332610.000000 Penalty: 3667.713379
	Iteration 17Q: 3 clusters Score -9332610 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79090 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -9332625.000000 Penalty: 3667.713379
	Iteration 18Q: 3 clusters Score -9332625 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79120 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -9332665.000000 Penalty: 3667.713379
	Iteration 19Q: 3 clusters Score -9332665 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79139 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -9332673.000000 Penalty: 3667.713379
	Iteration 20F: 3 clusters Score -9332673 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79146 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -9332692.000000 Penalty: 3667.713379
	Iteration 21Q: 3 clusters Score -9332692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79150 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -9332694.000000 Penalty: 3667.713379
	Iteration 22Q: 3 clusters Score -9332694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79156 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -9332695.000000 Penalty: 3667.713379
	Iteration 23Q: 3 clusters Score -9332695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79159 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -9332704.000000 Penalty: 3667.713379
	Iteration 24Q: 3 clusters Score -9332704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79164 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -9332704.000000 Penalty: 3667.713379
	Iteration 25Q: 3 clusters Score -9332704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79168 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -9332708.000000 Penalty: 3667.713379
	Iteration 26Q: 3 clusters Score -9332708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79171 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -9332711.000000 Penalty: 3667.713379
	Iteration 27Q: 3 clusters Score -9332711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79177 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -9332715.000000 Penalty: 3667.713379
	Iteration 28Q: 3 clusters Score -9332715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79180 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -9332720.000000 Penalty: 3667.713379
	Iteration 29Q: 3 clusters Score -9332720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79182 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -9332718.000000 Penalty: 3667.713379
	Iteration 30Q: 3 clusters Score -9332718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79181 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -9332722.000000 Penalty: 3667.713379
	Iteration 31Q: 3 clusters Score -9332722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79182 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -9332721.000000 Penalty: 3667.713379
	Iteration 32Q: 3 clusters Score -9332721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79183 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -9332719.000000 Penalty: 3667.713379
	Iteration 33Q: 3 clusters Score -9332719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79187 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -9332723.000000 Penalty: 3667.713379
	Iteration 34Q: 3 clusters Score -9332723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79188 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -9332720.000000 Penalty: 3667.713379
	Iteration 35Q: 3 clusters Score -9332720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79189 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -9332718.000000 Penalty: 3667.713379
	Iteration 36Q: 3 clusters Score -9332718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79192 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -9332724.000000 Penalty: 3667.713379
	Iteration 37Q: 3 clusters Score -9332724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79194 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -9332728.000000 Penalty: 3667.713379
	Iteration 38Q: 3 clusters Score -9332728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79198 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -9332727.000000 Penalty: 3667.713379
	Iteration 39Q: 3 clusters Score -9332727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79199 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -9332728.000000 Penalty: 3667.713379
	Iteration 40F: 3 clusters Score -9332728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (69166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69166 members 
Entering Unmasked Estep 
Score: -8121399.000000 Penalty: 1810.942993
	Iteration 0F: 2 clusters Score -8121399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 34557 members 
Entering Unmasked Estep 
Score: -8075190.000000 Penalty: 3621.885986
	Iteration 0F: 3 clusters Score -8075190 nChanged 32798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 34703 members 
Entering Unmasked Estep 
Score: -8094092.000000 Penalty: 3621.885986
	Iteration 1F: 3 clusters Score -8094092 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 34832 members 
Entering Unmasked Estep 
Score: -8094554.000000 Penalty: 3621.885986
	Iteration 2Q: 3 clusters Score -8094554 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34189 members 
Mstep: Class 2 contains 34977 members 
Entering Unmasked Estep 
Score: -8095044.000000 Penalty: 3621.885986
	Iteration 3Q: 3 clusters Score -8095044 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33981 members 
Mstep: Class 2 contains 35185 members 
Entering Unmasked Estep 
Score: -8095504.500000 Penalty: 3621.885986
	Iteration 4Q: 3 clusters Score -8095504 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33686 members 
Mstep: Class 2 contains 35480 members 
Entering Unmasked Estep 
Score: -8095985.000000 Penalty: 3621.885986
	Iteration 5Q: 3 clusters Score -8095985 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 35880 members 
Entering Unmasked Estep 
Score: -8096653.000000 Penalty: 3621.885986
	Iteration 6Q: 3 clusters Score -8096653 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32809 members 
Mstep: Class 2 contains 36357 members 
Entering Unmasked Estep 
Score: -8097716.500000 Penalty: 3621.885986
	Iteration 7Q: 3 clusters Score -8097716 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 36989 members 
Entering Unmasked Estep 
Score: -8099231.500000 Penalty: 3621.885986
	Iteration 8Q: 3 clusters Score -8099232 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31451 members 
Mstep: Class 2 contains 37715 members 
Entering Unmasked Estep 
Score: -8101783.000000 Penalty: 3621.885986
	Iteration 9F: 3 clusters Score -8101783 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 38365 members 
Entering Unmasked Estep 
Score: -8104869.500000 Penalty: 3621.885986
	Iteration 10F: 3 clusters Score -8104870 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30305 members 
Mstep: Class 2 contains 38861 members 
Entering Unmasked Estep 
Score: -8107137.500000 Penalty: 3621.885986
	Iteration 11F: 3 clusters Score -8107138 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 39271 members 
Entering Unmasked Estep 
Score: -8108023.500000 Penalty: 3621.885986
	Iteration 12Q: 3 clusters Score -8108024 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 39743 members 
Entering Unmasked Estep 
Score: -8108363.500000 Penalty: 3621.885986
	Iteration 13Q: 3 clusters Score -8108364 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 40187 members 
Entering Unmasked Estep 
Score: -8108540.000000 Penalty: 3621.885986
	Iteration 14Q: 3 clusters Score -8108540 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 40615 members 
Entering Unmasked Estep 
Score: -8108634.500000 Penalty: 3621.885986
	Iteration 15Q: 3 clusters Score -8108634 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 41086 members 
Entering Unmasked Estep 
Score: -8108771.000000 Penalty: 3621.885986
	Iteration 16Q: 3 clusters Score -8108771 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27560 members 
Mstep: Class 2 contains 41606 members 
Entering Unmasked Estep 
Score: -8108896.000000 Penalty: 3621.885986
	Iteration 17Q: 3 clusters Score -8108896 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 42153 members 
Entering Unmasked Estep 
Score: -8109043.000000 Penalty: 3621.885986
	Iteration 18Q: 3 clusters Score -8109043 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 42743 members 
Entering Unmasked Estep 
Score: -8109239.500000 Penalty: 3621.885986
	Iteration 19Q: 3 clusters Score -8109240 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 43362 members 
Entering Unmasked Estep 
Score: -8109405.000000 Penalty: 3621.885986
	Iteration 20F: 3 clusters Score -8109405 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 44005 members 
Entering Unmasked Estep 
Score: -8109588.500000 Penalty: 3621.885986
	Iteration 21Q: 3 clusters Score -8109588 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 44672 members 
Entering Unmasked Estep 
Score: -8109812.000000 Penalty: 3621.885986
	Iteration 22Q: 3 clusters Score -8109812 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 45387 members 
Entering Unmasked Estep 
Score: -8110076.000000 Penalty: 3621.885986
	Iteration 23Q: 3 clusters Score -8110076 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 46139 members 
Entering Unmasked Estep 
Score: -8110349.500000 Penalty: 3621.885986
	Iteration 24Q: 3 clusters Score -8110350 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 46912 members 
Entering Unmasked Estep 
Score: -8110648.000000 Penalty: 3621.885986
	Iteration 25Q: 3 clusters Score -8110648 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 47704 members 
Entering Unmasked Estep 
Score: -8110983.000000 Penalty: 3621.885986
	Iteration 26Q: 3 clusters Score -8110983 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 48520 members 
Entering Unmasked Estep 
Score: -8111260.500000 Penalty: 3621.885986
	Iteration 27Q: 3 clusters Score -8111260 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 49323 members 
Entering Unmasked Estep 
Score: -8111606.500000 Penalty: 3621.885986
	Iteration 28Q: 3 clusters Score -8111606 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 50141 members 
Entering Unmasked Estep 
Score: -8111873.500000 Penalty: 3621.885986
	Iteration 29Q: 3 clusters Score -8111874 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 50892 members 
Entering Unmasked Estep 
Score: -8112162.500000 Penalty: 3621.885986
	Iteration 30Q: 3 clusters Score -8112162 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 51651 members 
Entering Unmasked Estep 
Score: -8112444.000000 Penalty: 3621.885986
	Iteration 31Q: 3 clusters Score -8112444 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 52379 members 
Entering Unmasked Estep 
Score: -8112725.000000 Penalty: 3621.885986
	Iteration 32Q: 3 clusters Score -8112725 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 53049 members 
Entering Unmasked Estep 
Score: -8112954.000000 Penalty: 3621.885986
	Iteration 33Q: 3 clusters Score -8112954 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 53700 members 
Entering Unmasked Estep 
Score: -8113201.000000 Penalty: 3621.885986
	Iteration 34Q: 3 clusters Score -8113201 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 54373 members 
Entering Unmasked Estep 
Score: -8113464.000000 Penalty: 3621.885986
	Iteration 35Q: 3 clusters Score -8113464 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 55012 members 
Entering Unmasked Estep 
Score: -8113712.000000 Penalty: 3621.885986
	Iteration 36Q: 3 clusters Score -8113712 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 55635 members 
Entering Unmasked Estep 
Score: -8113919.000000 Penalty: 3621.885986
	Iteration 37Q: 3 clusters Score -8113919 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 56288 members 
Entering Unmasked Estep 
Score: -8114140.000000 Penalty: 3621.885986
	Iteration 38Q: 3 clusters Score -8114140 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 56897 members 
Entering Unmasked Estep 
Score: -8114334.000000 Penalty: 3621.885986
	Iteration 39Q: 3 clusters Score -8114334 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 57489 members 
Entering Unmasked Estep 
Score: -8114541.500000 Penalty: 3621.885986
	Iteration 40F: 3 clusters Score -8114542 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 58124 members 
Entering Unmasked Estep 
Score: -8114697.000000 Penalty: 3621.885986
	Iteration 41Q: 3 clusters Score -8114697 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 58812 members 
Entering Unmasked Estep 
Score: -8114919.500000 Penalty: 3621.885986
	Iteration 42Q: 3 clusters Score -8114920 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 59531 members 
Entering Unmasked Estep 
Score: -8115130.500000 Penalty: 3621.885986
	Iteration 43Q: 3 clusters Score -8115130 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 60311 members 
Entering Unmasked Estep 
Score: -8115429.000000 Penalty: 3621.885986
	Iteration 44Q: 3 clusters Score -8115429 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 61118 members 
Entering Unmasked Estep 
Score: -8115727.000000 Penalty: 3621.885986
	Iteration 45Q: 3 clusters Score -8115727 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 61973 members 
Entering Unmasked Estep 
Score: -8116071.000000 Penalty: 3621.885986
	Iteration 46Q: 3 clusters Score -8116071 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 62871 members 
Entering Unmasked Estep 
Score: -8116441.000000 Penalty: 3621.885986
	Iteration 47Q: 3 clusters Score -8116441 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 63771 members 
Entering Unmasked Estep 
Score: -8116892.000000 Penalty: 3621.885986
	Iteration 48Q: 3 clusters Score -8116892 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 64638 members 
Entering Unmasked Estep 
Score: -8117344.500000 Penalty: 3621.885986
	Iteration 49Q: 3 clusters Score -8117344 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 65412 members 
Entering Unmasked Estep 
Score: -8117720.500000 Penalty: 3621.885986
	Iteration 50Q: 3 clusters Score -8117720 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 66125 members 
Entering Unmasked Estep 
Score: -8118136.500000 Penalty: 3621.885986
	Iteration 51Q: 3 clusters Score -8118136 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 66749 members 
Entering Unmasked Estep 
Score: -8118511.000000 Penalty: 3621.885986
	Iteration 52Q: 3 clusters Score -8118511 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 67288 members 
Entering Unmasked Estep 
Score: -8118839.000000 Penalty: 3621.885986
	Iteration 53Q: 3 clusters Score -8118839 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 67705 members 
Entering Unmasked Estep 
Score: -8119073.500000 Penalty: 3621.885986
	Iteration 54Q: 3 clusters Score -8119074 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 68034 members 
Entering Unmasked Estep 
Score: -8119311.500000 Penalty: 3621.885986
	Iteration 55Q: 3 clusters Score -8119312 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 68248 members 
Entering Unmasked Estep 
Score: -8119463.000000 Penalty: 3621.885986
	Iteration 56Q: 3 clusters Score -8119463 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 68389 members 
Entering Unmasked Estep 
Score: -8119527.500000 Penalty: 3621.885986
	Iteration 57Q: 3 clusters Score -8119528 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 68486 members 
Entering Unmasked Estep 
Score: -8119606.500000 Penalty: 3621.885986
	Iteration 58Q: 3 clusters Score -8119606 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 68563 members 
Entering Unmasked Estep 
Score: -8119668.500000 Penalty: 3621.885986
	Iteration 59Q: 3 clusters Score -8119668 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 68626 members 
Entering Unmasked Estep 
Score: -8119716.500000 Penalty: 3621.885986
	Iteration 60F: 3 clusters Score -8119716 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 68687 members 
Entering Unmasked Estep 
Score: -8119760.000000 Penalty: 3621.885986
	Iteration 61Q: 3 clusters Score -8119760 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 68728 members 
Entering Unmasked Estep 
Score: -8119800.000000 Penalty: 3621.885986
	Iteration 62Q: 3 clusters Score -8119800 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 68763 members 
Entering Unmasked Estep 
Score: -8119832.500000 Penalty: 3621.885986
	Iteration 63Q: 3 clusters Score -8119832 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 68782 members 
Entering Unmasked Estep 
Score: -8119842.000000 Penalty: 3621.885986
	Iteration 64Q: 3 clusters Score -8119842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 68791 members 
Entering Unmasked Estep 
Score: -8119847.500000 Penalty: 3621.885986
	Iteration 65Q: 3 clusters Score -8119848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 68798 members 
Entering Unmasked Estep 
Score: -8119853.000000 Penalty: 3621.885986
	Iteration 66Q: 3 clusters Score -8119853 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 68806 members 
Entering Unmasked Estep 
Score: -8119863.000000 Penalty: 3621.885986
	Iteration 67Q: 3 clusters Score -8119863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 68814 members 
Entering Unmasked Estep 
Score: -8119865.500000 Penalty: 3621.885986
	Iteration 68Q: 3 clusters Score -8119866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 68819 members 
Entering Unmasked Estep 
Score: -8119868.000000 Penalty: 3621.885986
	Iteration 69Q: 3 clusters Score -8119868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 68826 members 
Entering Unmasked Estep 
Score: -8119880.000000 Penalty: 3621.885986
	Iteration 70Q: 3 clusters Score -8119880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 68837 members 
Entering Unmasked Estep 
Score: -8119875.500000 Penalty: 3621.885986
	Iteration 71Q: 3 clusters Score -8119876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 68843 members 
Entering Unmasked Estep 
Score: -8119885.500000 Penalty: 3621.885986
	Iteration 72Q: 3 clusters Score -8119886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 68848 members 
Entering Unmasked Estep 
Score: -8119895.500000 Penalty: 3621.885986
	Iteration 73Q: 3 clusters Score -8119896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 68852 members 
Entering Unmasked Estep 
Score: -8119894.000000 Penalty: 3621.885986
	Iteration 74Q: 3 clusters Score -8119894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 68853 members 
Entering Unmasked Estep 
Score: -8119892.500000 Penalty: 3621.885986
	Iteration 75Q: 3 clusters Score -8119892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 68852 members 
Entering Unmasked Estep 
Score: -8119894.000000 Penalty: 3621.885986
	Iteration 76Q: 3 clusters Score -8119894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 68852 members 
Entering Unmasked Estep 
Score: -8119894.000000 Penalty: 3621.885986
	Iteration 77F: 3 clusters Score -8119894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Entering Unmasked Estep 
Score: -1528111.500000 Penalty: 1542.924194
	Iteration 0F: 2 clusters Score -1528112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1518805.500000 Penalty: 3085.848389
	Iteration 0F: 3 clusters Score -1518806 nChanged 5870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1521969.500000 Penalty: 3085.848389
	Iteration 1F: 3 clusters Score -1521970 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1522252.000000 Penalty: 3085.848389
	Iteration 2F: 3 clusters Score -1522252 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1522508.625000 Penalty: 3085.848389
	Iteration 3Q: 3 clusters Score -1522509 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1522795.250000 Penalty: 3085.848389
	Iteration 4Q: 3 clusters Score -1522795 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1523096.375000 Penalty: 3085.848389
	Iteration 5Q: 3 clusters Score -1523096 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1523368.875000 Penalty: 3085.848389
	Iteration 6Q: 3 clusters Score -1523369 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1523666.625000 Penalty: 3085.848389
	Iteration 7Q: 3 clusters Score -1523667 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1523995.000000 Penalty: 3085.848389
	Iteration 8Q: 3 clusters Score -1523995 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1524354.500000 Penalty: 3085.848389
	Iteration 9Q: 3 clusters Score -1524354 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1524699.250000 Penalty: 3085.848389
	Iteration 10Q: 3 clusters Score -1524699 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1525011.125000 Penalty: 3085.848389
	Iteration 11Q: 3 clusters Score -1525011 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1525232.375000 Penalty: 3085.848389
	Iteration 12Q: 3 clusters Score -1525232 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1525372.500000 Penalty: 3085.848389
	Iteration 13Q: 3 clusters Score -1525372 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1525437.250000 Penalty: 3085.848389
	Iteration 14Q: 3 clusters Score -1525437 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1525467.750000 Penalty: 3085.848389
	Iteration 15Q: 3 clusters Score -1525468 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1525492.125000 Penalty: 3085.848389
	Iteration 16Q: 3 clusters Score -1525492 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1525513.750000 Penalty: 3085.848389
	Iteration 17Q: 3 clusters Score -1525514 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1525524.625000 Penalty: 3085.848389
	Iteration 18Q: 3 clusters Score -1525525 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1525539.000000 Penalty: 3085.848389
	Iteration 19Q: 3 clusters Score -1525539 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1525543.500000 Penalty: 3085.848389
	Iteration 20F: 3 clusters Score -1525544 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1525547.250000 Penalty: 3085.848389
	Iteration 21Q: 3 clusters Score -1525547 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1525551.125000 Penalty: 3085.848389
	Iteration 22Q: 3 clusters Score -1525551 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1525556.250000 Penalty: 3085.848389
	Iteration 23Q: 3 clusters Score -1525556 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1525557.750000 Penalty: 3085.848389
	Iteration 24Q: 3 clusters Score -1525558 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1525562.125000 Penalty: 3085.848389
	Iteration 25Q: 3 clusters Score -1525562 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1525566.500000 Penalty: 3085.848389
	Iteration 26Q: 3 clusters Score -1525566 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1525574.000000 Penalty: 3085.848389
	Iteration 27Q: 3 clusters Score -1525574 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1525575.750000 Penalty: 3085.848389
	Iteration 28Q: 3 clusters Score -1525576 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1525576.375000 Penalty: 3085.848389
	Iteration 29Q: 3 clusters Score -1525576 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1525581.000000 Penalty: 3085.848389
	Iteration 30Q: 3 clusters Score -1525581 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1525583.625000 Penalty: 3085.848389
	Iteration 31Q: 3 clusters Score -1525584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1525586.875000 Penalty: 3085.848389
	Iteration 32Q: 3 clusters Score -1525587 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1525588.250000 Penalty: 3085.848389
	Iteration 33Q: 3 clusters Score -1525588 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1525594 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1525593 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1525594 nChanged 28
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Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1525598 nChanged 25
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Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1525600 nChanged 28
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Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1525604 nChanged 26
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Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1525610 nChanged 27
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Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1525616 nChanged 26
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Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1525622 nChanged 28
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Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1525623 nChanged 25
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Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1525625 nChanged 21
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Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1525628 nChanged 15
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Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1525630 nChanged 21
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Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1525630 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1525632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1525630 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1525632 nChanged 15
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Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1525635 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1525634 nChanged 25
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Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1525645 nChanged 23
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Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1525646 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1525648 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1525647 nChanged 28
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Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1525650 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1525655 nChanged 38
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Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1525660 nChanged 38
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Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1525675 nChanged 37
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Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1525682 nChanged 50
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Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1525688 nChanged 38
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Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 3875 members 
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	Iteration 65Q: 3 clusters Score -1525694 nChanged 37
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Mstep: Class 1 contains 9454 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1525705 nChanged 51
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Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1525710 nChanged 48
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Mstep: Class 1 contains 9543 members 
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	Iteration 68Q: 3 clusters Score -1525715 nChanged 47
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Mstep: Class 1 contains 9584 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1525725 nChanged 34
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Mstep: Class 1 contains 9616 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1525732 nChanged 42
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Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1525739 nChanged 36
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Mstep: Class 1 contains 9688 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1525750 nChanged 57
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Mstep: Class 1 contains 9737 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1525756 nChanged 60
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Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 3503 members 
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	Iteration 74Q: 3 clusters Score -1525773 nChanged 64
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Mstep: Class 1 contains 9847 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1525784 nChanged 62
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Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1525799 nChanged 66
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Mstep: Class 1 contains 9967 members 
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	Iteration 77Q: 3 clusters Score -1525811 nChanged 64
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Mstep: Class 1 contains 10031 members 
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	Iteration 78Q: 3 clusters Score -1525827 nChanged 71
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Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1525837 nChanged 66
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 3130 members 
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	Iteration 80F: 3 clusters Score -1525853 nChanged 55
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Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 3075 members 
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	Iteration 81Q: 3 clusters Score -1525867 nChanged 62
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Mstep: Class 1 contains 10279 members 
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	Iteration 82Q: 3 clusters Score -1525885 nChanged 67
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Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 2954 members 
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Mstep: Class 1 contains 10404 members 
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	Iteration 84Q: 3 clusters Score -1525919 nChanged 70
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Mstep: Class 1 contains 10470 members 
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	Iteration 85Q: 3 clusters Score -1525938 nChanged 70
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Mstep: Class 1 contains 10538 members 
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	Iteration 86Q: 3 clusters Score -1525961 nChanged 72
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Mstep: Class 1 contains 10606 members 
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	Iteration 87Q: 3 clusters Score -1525979 nChanged 75
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Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 2621 members 
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	Iteration 88Q: 3 clusters Score -1525996 nChanged 64
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Mstep: Class 1 contains 10733 members 
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	Iteration 89Q: 3 clusters Score -1526013 nChanged 58
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Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 2503 members 
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	Iteration 90Q: 3 clusters Score -1526026 nChanged 47
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Mstep: Class 1 contains 10834 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1526033 nChanged 45
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Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 2413 members 
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	Iteration 92Q: 3 clusters Score -1526043 nChanged 49
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Mstep: Class 1 contains 10928 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1526056 nChanged 51
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Mstep: Class 1 contains 10975 members 
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	Iteration 94Q: 3 clusters Score -1526067 nChanged 50
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Mstep: Class 1 contains 11025 members 
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	Iteration 95Q: 3 clusters Score -1526077 nChanged 58
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Mstep: Class 1 contains 11079 members 
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	Iteration 96Q: 3 clusters Score -1526095 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11129 members 
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	Iteration 97Q: 3 clusters Score -1526104 nChanged 60
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Mstep: Class 1 contains 11189 members 
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	Iteration 98Q: 3 clusters Score -1526123 nChanged 66
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
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	Iteration 99Q: 3 clusters Score -1526144 nChanged 81
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Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1526173 nChanged 73
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Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1526197 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1526222 nChanged 72
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Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1526248 nChanged 71
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Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 1679 members 
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	Iteration 104Q: 3 clusters Score -1526270 nChanged 66
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Mstep: Class 1 contains 11679 members 
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	Iteration 105Q: 3 clusters Score -1526296 nChanged 73
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Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1526323 nChanged 68
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Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1526348 nChanged 68
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Mstep: Class 1 contains 11880 members 
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	Iteration 108Q: 3 clusters Score -1526377 nChanged 64
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Mstep: Class 1 contains 11944 members 
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	Iteration 109Q: 3 clusters Score -1526406 nChanged 61
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Mstep: Class 1 contains 12005 members 
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	Iteration 110Q: 3 clusters Score -1526437 nChanged 77
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Mstep: Class 1 contains 12080 members 
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	Iteration 111Q: 3 clusters Score -1526474 nChanged 60
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Mstep: Class 1 contains 12136 members 
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	Iteration 112Q: 3 clusters Score -1526498 nChanged 59
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Mstep: Class 1 contains 12191 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1526525 nChanged 51
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Mstep: Class 1 contains 12240 members 
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	Iteration 114Q: 3 clusters Score -1526550 nChanged 54
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Mstep: Class 1 contains 12292 members 
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	Iteration 115Q: 3 clusters Score -1526577 nChanged 47
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Mstep: Class 1 contains 12335 members 
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	Iteration 116Q: 3 clusters Score -1526603 nChanged 41
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Mstep: Class 1 contains 12372 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1526627 nChanged 31
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Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 891 members 
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	Iteration 118Q: 3 clusters Score -1526638 nChanged 30
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Mstep: Class 1 contains 12431 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1526654 nChanged 37
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Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1526669 nChanged 28
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Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1526684 nChanged 17
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Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1526689 nChanged 16
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Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1526694 nChanged 19
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Mstep: Class 1 contains 12540 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1526702 nChanged 11
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Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1526708 nChanged 8
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Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1526711 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1526714.875000 Penalty: 3085.848389
	Iteration 127Q: 3 clusters Score -1526715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1526722.375000 Penalty: 3085.848389
	Iteration 128Q: 3 clusters Score -1526722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1526721.000000 Penalty: 3085.848389
	Iteration 129Q: 3 clusters Score -1526721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1526726.250000 Penalty: 3085.848389
	Iteration 130Q: 3 clusters Score -1526726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1526728.375000 Penalty: 3085.848389
	Iteration 131Q: 3 clusters Score -1526728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1526729.750000 Penalty: 3085.848389
	Iteration 132Q: 3 clusters Score -1526730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1526733.750000 Penalty: 3085.848389
	Iteration 133Q: 3 clusters Score -1526734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1526733.375000 Penalty: 3085.848389
	Iteration 134Q: 3 clusters Score -1526733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1526738.625000 Penalty: 3085.848389
	Iteration 135Q: 3 clusters Score -1526739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1526740.500000 Penalty: 3085.848389
	Iteration 136Q: 3 clusters Score -1526740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1526743.625000 Penalty: 3085.848389
	Iteration 137Q: 3 clusters Score -1526744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1526745.500000 Penalty: 3085.848389
	Iteration 138Q: 3 clusters Score -1526746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1526747.750000 Penalty: 3085.848389
	Iteration 139Q: 3 clusters Score -1526748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1526750.125000 Penalty: 3085.848389
	Iteration 140F: 3 clusters Score -1526750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1526752.125000 Penalty: 3085.848389
	Iteration 141Q: 3 clusters Score -1526752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1526755.125000 Penalty: 3085.848389
	Iteration 142Q: 3 clusters Score -1526755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1526756.500000 Penalty: 3085.848389
	Iteration 143Q: 3 clusters Score -1526756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1526758.875000 Penalty: 3085.848389
	Iteration 144Q: 3 clusters Score -1526759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1526761.250000 Penalty: 3085.848389
	Iteration 145Q: 3 clusters Score -1526761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1526762.625000 Penalty: 3085.848389
	Iteration 146Q: 3 clusters Score -1526763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1526765.125000 Penalty: 3085.848389
	Iteration 147Q: 3 clusters Score -1526765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1526768.375000 Penalty: 3085.848389
	Iteration 148Q: 3 clusters Score -1526768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1526769.750000 Penalty: 3085.848389
	Iteration 149Q: 3 clusters Score -1526770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1526770.750000 Penalty: 3085.848389
	Iteration 150Q: 3 clusters Score -1526771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1526773.500000 Penalty: 3085.848389
	Iteration 151Q: 3 clusters Score -1526774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1526774.000000 Penalty: 3085.848389
	Iteration 152Q: 3 clusters Score -1526774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1526777.125000 Penalty: 3085.848389
	Iteration 153Q: 3 clusters Score -1526777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1526780.750000 Penalty: 3085.848389
	Iteration 154Q: 3 clusters Score -1526781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1526785.125000 Penalty: 3085.848389
	Iteration 155Q: 3 clusters Score -1526785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1526790.625000 Penalty: 3085.848389
	Iteration 156Q: 3 clusters Score -1526791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1526792.250000 Penalty: 3085.848389
	Iteration 157Q: 3 clusters Score -1526792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1526793.625000 Penalty: 3085.848389
	Iteration 158Q: 3 clusters Score -1526794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1526798.000000 Penalty: 3085.848389
	Iteration 159Q: 3 clusters Score -1526798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1526801.000000 Penalty: 3085.848389
	Iteration 160F: 3 clusters Score -1526801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1526807.500000 Penalty: 3085.848389
	Iteration 161Q: 3 clusters Score -1526808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1526807.500000 Penalty: 3085.848389
	Iteration 162Q: 3 clusters Score -1526808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1526811.000000 Penalty: 3085.848389
	Iteration 163Q: 3 clusters Score -1526811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1526810.250000 Penalty: 3085.848389
	Iteration 164Q: 3 clusters Score -1526810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1526810.250000 Penalty: 3085.848389
	Iteration 165Q: 3 clusters Score -1526810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1526814.375000 Penalty: 3085.848389
	Iteration 166Q: 3 clusters Score -1526814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1526819.500000 Penalty: 3085.848389
	Iteration 167Q: 3 clusters Score -1526820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1526821.500000 Penalty: 3085.848389
	Iteration 168Q: 3 clusters Score -1526822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1526823.125000 Penalty: 3085.848389
	Iteration 169Q: 3 clusters Score -1526823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1526824.375000 Penalty: 3085.848389
	Iteration 170Q: 3 clusters Score -1526824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1526826.750000 Penalty: 3085.848389
	Iteration 171Q: 3 clusters Score -1526827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1526826.250000 Penalty: 3085.848389
	Iteration 172Q: 3 clusters Score -1526826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1526828.500000 Penalty: 3085.848389
	Iteration 173Q: 3 clusters Score -1526828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1526828.750000 Penalty: 3085.848389
	Iteration 174Q: 3 clusters Score -1526829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1526828.750000 Penalty: 3085.848389
	Iteration 175F: 3 clusters Score -1526829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Entering Unmasked Estep 
Score: -62257.261719 Penalty: 1042.718994
	Iteration 0F: 2 clusters Score -62257.26 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 312 members 
Entering Unmasked Estep 
Score: -61105.691406 Penalty: 2085.437988
	Iteration 0F: 3 clusters Score -61105.69 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -61421.261719 Penalty: 2085.437988
	Iteration 1F: 3 clusters Score -61421.26 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -61641.199219 Penalty: 2085.437988
	Iteration 2F: 3 clusters Score -61641.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -61825.589844 Penalty: 2085.437988
	Iteration 3F: 3 clusters Score -61825.59 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -61932.785156 Penalty: 2085.437988
	Iteration 4F: 3 clusters Score -61932.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -61984.843750 Penalty: 2085.437988
	Iteration 5Q: 3 clusters Score -61984.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -62008.824219 Penalty: 2085.437988
	Iteration 6Q: 3 clusters Score -62008.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -62028.824219 Penalty: 2085.437988
	Iteration 7Q: 3 clusters Score -62028.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -62048.851562 Penalty: 2085.437988
	Iteration 8Q: 3 clusters Score -62048.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -62059.898438 Penalty: 2085.437988
	Iteration 9Q: 3 clusters Score -62059.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -62065.503906 Penalty: 2085.437988
	Iteration 10Q: 3 clusters Score -62065.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -62067.699219 Penalty: 2085.437988
	Iteration 11Q: 3 clusters Score -62067.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -62069.570312 Penalty: 2085.437988
	Iteration 12Q: 3 clusters Score -62069.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -62070.886719 Penalty: 2085.437988
	Iteration 13Q: 3 clusters Score -62070.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -62073.105469 Penalty: 2085.437988
	Iteration 14Q: 3 clusters Score -62073.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -62079.769531 Penalty: 2085.437988
	Iteration 15Q: 3 clusters Score -62079.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -62087.144531 Penalty: 2085.437988
	Iteration 16Q: 3 clusters Score -62087.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -62097.035156 Penalty: 2085.437988
	Iteration 17Q: 3 clusters Score -62097.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -62108.519531 Penalty: 2085.437988
	Iteration 18Q: 3 clusters Score -62108.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -62114.835938 Penalty: 2085.437988
	Iteration 19Q: 3 clusters Score -62114.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -62117.699219 Penalty: 2085.437988
	Iteration 20F: 3 clusters Score -62117.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -62118.343750 Penalty: 2085.437988
	Iteration 21Q: 3 clusters Score -62118.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -62119.914062 Penalty: 2085.437988
	Iteration 22Q: 3 clusters Score -62119.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -62129.152344 Penalty: 2085.437988
	Iteration 23Q: 3 clusters Score -62129.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -62134.269531 Penalty: 2085.437988
	Iteration 24Q: 3 clusters Score -62134.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -62134.269531 Penalty: 2085.437988
	Iteration 25F: 3 clusters Score -62134.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Entering Unmasked Estep 
Score: -63720.058594 Penalty: 1042.187012
	Iteration 0F: 2 clusters Score -63720.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -62571.941406 Penalty: 2084.374023
	Iteration 0F: 3 clusters Score -62571.94 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -62810.871094 Penalty: 2084.374023
	Iteration 1F: 3 clusters Score -62810.87 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -62890.617188 Penalty: 2084.374023
	Iteration 2F: 3 clusters Score -62890.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -62929.093750 Penalty: 2084.374023
	Iteration 3Q: 3 clusters Score -62929.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -62946.742188 Penalty: 2084.374023
	Iteration 4Q: 3 clusters Score -62946.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -62967.945312 Penalty: 2084.374023
	Iteration 5Q: 3 clusters Score -62967.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -62990.445312 Penalty: 2084.374023
	Iteration 6Q: 3 clusters Score -62990.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -63004.640625 Penalty: 2084.374023
	Iteration 7Q: 3 clusters Score -63004.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -63011.523438 Penalty: 2084.374023
	Iteration 8Q: 3 clusters Score -63011.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -63015.507812 Penalty: 2084.374023
	Iteration 9Q: 3 clusters Score -63015.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -63020.347656 Penalty: 2084.374023
	Iteration 10Q: 3 clusters Score -63020.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -63021.996094 Penalty: 2084.374023
	Iteration 11Q: 3 clusters Score -63022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -63022.261719 Penalty: 2084.374023
	Iteration 12Q: 3 clusters Score -63022.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -63022.261719 Penalty: 2084.374023
	Iteration 13F: 3 clusters Score -63022.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -44816.675781 Penalty: 1004.252686
	Iteration 0F: 2 clusters Score -44816.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -43781.070312 Penalty: 2008.505371
	Iteration 0F: 3 clusters Score -43781.07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -43941.890625 Penalty: 2008.505371
	Iteration 1F: 3 clusters Score -43941.89 nChanged 29
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: -44028.550781 Penalty: 2008.505371
	Iteration 2F: 3 clusters Score -44028.55 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -44103.148438 Penalty: 2008.505371
	Iteration 3F: 3 clusters Score -44103.15 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -44169.773438 Penalty: 2008.505371
	Iteration 4Q: 3 clusters Score -44169.77 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -44294.734375 Penalty: 2008.505371
	Iteration 5F: 3 clusters Score -44294.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -44395.207031 Penalty: 2008.505371
	Iteration 6F: 3 clusters Score -44395.21 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -44532.175781 Penalty: 2008.505371
	Iteration 7Q: 3 clusters Score -44532.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -44647.238281 Penalty: 2008.505371
	Iteration 8Q: 3 clusters Score -44647.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -44684.050781 Penalty: 2008.505371
	Iteration 9Q: 3 clusters Score -44684.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -44707.496094 Penalty: 2008.505371
	Iteration 10Q: 3 clusters Score -44707.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -44719.914062 Penalty: 2008.505371
	Iteration 11Q: 3 clusters Score -44719.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -44735.007812 Penalty: 2008.505371
	Iteration 12Q: 3 clusters Score -44735.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -44750.613281 Penalty: 2008.505371
	Iteration 13Q: 3 clusters Score -44750.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -44756.171875 Penalty: 2008.505371
	Iteration 14Q: 3 clusters Score -44756.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -44757.078125 Penalty: 2008.505371
	Iteration 15F: 3 clusters Score -44757.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -44760.332031 Penalty: 2008.505371
	Iteration 16Q: 3 clusters Score -44760.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -44760.332031 Penalty: 2008.505371
	Iteration 17F: 3 clusters Score -44760.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (12871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Entering Unmasked Estep 
Score: -1459879.125000 Penalty: 1537.693970
	Iteration 0F: 2 clusters Score -1459879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1450843.500000 Penalty: 3075.387939
	Iteration 0F: 3 clusters Score -1450844 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1453938.250000 Penalty: 3075.387939
	Iteration 1F: 3 clusters Score -1453938 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1454176.750000 Penalty: 3075.387939
	Iteration 2F: 3 clusters Score -1454177 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1454352.375000 Penalty: 3075.387939
	Iteration 3Q: 3 clusters Score -1454352 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1454493.625000 Penalty: 3075.387939
	Iteration 4Q: 3 clusters Score -1454494 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1454602.000000 Penalty: 3075.387939
	Iteration 5Q: 3 clusters Score -1454602 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1454716.875000 Penalty: 3075.387939
	Iteration 6Q: 3 clusters Score -1454717 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1454830.375000 Penalty: 3075.387939
	Iteration 7Q: 3 clusters Score -1454830 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1454936.250000 Penalty: 3075.387939
	Iteration 8Q: 3 clusters Score -1454936 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1455038.875000 Penalty: 3075.387939
	Iteration 9Q: 3 clusters Score -1455039 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1455138.000000 Penalty: 3075.387939
	Iteration 10Q: 3 clusters Score -1455138 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1455278.875000 Penalty: 3075.387939
	Iteration 11Q: 3 clusters Score -1455279 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1455440.750000 Penalty: 3075.387939
	Iteration 12Q: 3 clusters Score -1455441 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1455657.500000 Penalty: 3075.387939
	Iteration 13Q: 3 clusters Score -1455658 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1455906.750000 Penalty: 3075.387939
	Iteration 14Q: 3 clusters Score -1455907 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1456209.250000 Penalty: 3075.387939
	Iteration 15Q: 3 clusters Score -1456209 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1456562.875000 Penalty: 3075.387939
	Iteration 16Q: 3 clusters Score -1456563 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1456915.125000 Penalty: 3075.387939
	Iteration 17Q: 3 clusters Score -1456915 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1457236.875000 Penalty: 3075.387939
	Iteration 18Q: 3 clusters Score -1457237 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1457512.125000 Penalty: 3075.387939
	Iteration 19Q: 3 clusters Score -1457512 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1457796.000000 Penalty: 3075.387939
	Iteration 20F: 3 clusters Score -1457796 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1458009.250000 Penalty: 3075.387939
	Iteration 21Q: 3 clusters Score -1458009 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1458190.625000 Penalty: 3075.387939
	Iteration 22Q: 3 clusters Score -1458191 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1458323.625000 Penalty: 3075.387939
	Iteration 23Q: 3 clusters Score -1458324 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1458417.625000 Penalty: 3075.387939
	Iteration 24Q: 3 clusters Score -1458418 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1458473.125000 Penalty: 3075.387939
	Iteration 25Q: 3 clusters Score -1458473 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1458499.375000 Penalty: 3075.387939
	Iteration 26Q: 3 clusters Score -1458499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1458511.125000 Penalty: 3075.387939
	Iteration 27Q: 3 clusters Score -1458511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1458518.625000 Penalty: 3075.387939
	Iteration 28Q: 3 clusters Score -1458519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1458530.375000 Penalty: 3075.387939
	Iteration 29Q: 3 clusters Score -1458530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1458545.375000 Penalty: 3075.387939
	Iteration 30Q: 3 clusters Score -1458545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1458552.875000 Penalty: 3075.387939
	Iteration 31Q: 3 clusters Score -1458553 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1458563.875000 Penalty: 3075.387939
	Iteration 32Q: 3 clusters Score -1458564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1458568.625000 Penalty: 3075.387939
	Iteration 33Q: 3 clusters Score -1458569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1458570.375000 Penalty: 3075.387939
	Iteration 34Q: 3 clusters Score -1458570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1458576.375000 Penalty: 3075.387939
	Iteration 35Q: 3 clusters Score -1458576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1458578.500000 Penalty: 3075.387939
	Iteration 36Q: 3 clusters Score -1458578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1458587.625000 Penalty: 3075.387939
	Iteration 37Q: 3 clusters Score -1458588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1458587.875000 Penalty: 3075.387939
	Iteration 38Q: 3 clusters Score -1458588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1458588.750000 Penalty: 3075.387939
	Iteration 39Q: 3 clusters Score -1458589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1458588.750000 Penalty: 3075.387939
	Iteration 40F: 3 clusters Score -1458589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -3843321.500000 Penalty: 1689.442017
	Iteration 0F: 2 clusters Score -3843322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -3821327.250000 Penalty: 3378.884033
	Iteration 0F: 3 clusters Score -3821327 nChanged 15131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -3829645.250000 Penalty: 3378.884033
	Iteration 1F: 3 clusters Score -3829645 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -3829993.750000 Penalty: 3378.884033
	Iteration 2Q: 3 clusters Score -3829994 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -3830330.000000 Penalty: 3378.884033
	Iteration 3Q: 3 clusters Score -3830330 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -3830744.000000 Penalty: 3378.884033
	Iteration 4Q: 3 clusters Score -3830744 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -3831312.750000 Penalty: 3378.884033
	Iteration 5Q: 3 clusters Score -3831313 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -3832195.250000 Penalty: 3378.884033
	Iteration 6F: 3 clusters Score -3832195 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -3833612.500000 Penalty: 3378.884033
	Iteration 7F: 3 clusters Score -3833612 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -3835724.250000 Penalty: 3378.884033
	Iteration 8F: 3 clusters Score -3835724 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -3838202.500000 Penalty: 3378.884033
	Iteration 9F: 3 clusters Score -3838202 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 31058 members 
Entering Unmasked Estep 
Score: -3840139.500000 Penalty: 3378.884033
	Iteration 10F: 3 clusters Score -3840140 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 32060 members 
Entering Unmasked Estep 
Score: -3841128.500000 Penalty: 3378.884033
	Iteration 11Q: 3 clusters Score -3841128 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 32458 members 
Entering Unmasked Estep 
Score: -3841542.500000 Penalty: 3378.884033
	Iteration 12Q: 3 clusters Score -3841542 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 32575 members 
Entering Unmasked Estep 
Score: -3841693.000000 Penalty: 3378.884033
	Iteration 13Q: 3 clusters Score -3841693 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -3841761.750000 Penalty: 3378.884033
	Iteration 14Q: 3 clusters Score -3841762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 32625 members 
Entering Unmasked Estep 
Score: -3841780.500000 Penalty: 3378.884033
	Iteration 15Q: 3 clusters Score -3841780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 32626 members 
Entering Unmasked Estep 
Score: -3841792.000000 Penalty: 3378.884033
	Iteration 16Q: 3 clusters Score -3841792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -3841799.750000 Penalty: 3378.884033
	Iteration 17Q: 3 clusters Score -3841800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -3841807.500000 Penalty: 3378.884033
	Iteration 18Q: 3 clusters Score -3841808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 32634 members 
Entering Unmasked Estep 
Score: -3841812.750000 Penalty: 3378.884033
	Iteration 19Q: 3 clusters Score -3841813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 32635 members 
Entering Unmasked Estep 
Score: -3841814.500000 Penalty: 3378.884033
	Iteration 20F: 3 clusters Score -3841814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Entering Unmasked Estep 
Score: -412501.625000 Penalty: 1339.704346
	Iteration 0F: 2 clusters Score -412501.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -409281.031250 Penalty: 2679.408691
	Iteration 0F: 3 clusters Score -409281 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -410122.656250 Penalty: 2679.408691
	Iteration 1F: 3 clusters Score -410122.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -410297.531250 Penalty: 2679.408691
	Iteration 2F: 3 clusters Score -410297.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -410406.937500 Penalty: 2679.408691
	Iteration 3F: 3 clusters Score -410406.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -410477.156250 Penalty: 2679.408691
	Iteration 4Q: 3 clusters Score -410477.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -410539.468750 Penalty: 2679.408691
	Iteration 5Q: 3 clusters Score -410539.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -410573.750000 Penalty: 2679.408691
	Iteration 6Q: 3 clusters Score -410573.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -410603.343750 Penalty: 2679.408691
	Iteration 7Q: 3 clusters Score -410603.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -410631.875000 Penalty: 2679.408691
	Iteration 8Q: 3 clusters Score -410631.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -410672.500000 Penalty: 2679.408691
	Iteration 9Q: 3 clusters Score -410672.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -410707.593750 Penalty: 2679.408691
	Iteration 10Q: 3 clusters Score -410707.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -410737.343750 Penalty: 2679.408691
	Iteration 11Q: 3 clusters Score -410737.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -410769.875000 Penalty: 2679.408691
	Iteration 12Q: 3 clusters Score -410769.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -410795.625000 Penalty: 2679.408691
	Iteration 13Q: 3 clusters Score -410795.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -410819.968750 Penalty: 2679.408691
	Iteration 14Q: 3 clusters Score -410820 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -410847.437500 Penalty: 2679.408691
	Iteration 15Q: 3 clusters Score -410847.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -410871.062500 Penalty: 2679.408691
	Iteration 16Q: 3 clusters Score -410871.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -410894.406250 Penalty: 2679.408691
	Iteration 17Q: 3 clusters Score -410894.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -410914.812500 Penalty: 2679.408691
	Iteration 18Q: 3 clusters Score -410914.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -410925.531250 Penalty: 2679.408691
	Iteration 19Q: 3 clusters Score -410925.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -410934.593750 Penalty: 2679.408691
	Iteration 20F: 3 clusters Score -410934.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -410938.500000 Penalty: 2679.408691
	Iteration 21Q: 3 clusters Score -410938.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -410943.125000 Penalty: 2679.408691
	Iteration 22Q: 3 clusters Score -410943.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -410947.437500 Penalty: 2679.408691
	Iteration 23Q: 3 clusters Score -410947.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -410950.875000 Penalty: 2679.408691
	Iteration 24Q: 3 clusters Score -410950.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -410957.218750 Penalty: 2679.408691
	Iteration 25Q: 3 clusters Score -410957.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -410960.437500 Penalty: 2679.408691
	Iteration 26Q: 3 clusters Score -410960.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -410964.625000 Penalty: 2679.408691
	Iteration 27Q: 3 clusters Score -410964.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -410969.812500 Penalty: 2679.408691
	Iteration 28Q: 3 clusters Score -410969.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -410974.375000 Penalty: 2679.408691
	Iteration 29Q: 3 clusters Score -410974.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -410978.562500 Penalty: 2679.408691
	Iteration 30Q: 3 clusters Score -410978.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -410981.343750 Penalty: 2679.408691
	Iteration 31Q: 3 clusters Score -410981.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -410985.406250 Penalty: 2679.408691
	Iteration 32Q: 3 clusters Score -410985.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -410987.531250 Penalty: 2679.408691
	Iteration 33Q: 3 clusters Score -410987.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -410989.437500 Penalty: 2679.408691
	Iteration 34Q: 3 clusters Score -410989.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -410991.062500 Penalty: 2679.408691
	Iteration 35Q: 3 clusters Score -410991.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -410991.875000 Penalty: 2679.408691
	Iteration 36Q: 3 clusters Score -410991.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -410992.093750 Penalty: 2679.408691
	Iteration 37Q: 3 clusters Score -410992.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -410993.125000 Penalty: 2679.408691
	Iteration 38Q: 3 clusters Score -410993.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -410992.968750 Penalty: 2679.408691
	Iteration 39Q: 3 clusters Score -410993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -410993.562500 Penalty: 2679.408691
	Iteration 40F: 3 clusters Score -410993.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -410993.687500 Penalty: 2679.408691
	Iteration 41Q: 3 clusters Score -410993.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -410994.187500 Penalty: 2679.408691
	Iteration 42Q: 3 clusters Score -410994.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -410994.187500 Penalty: 2679.408691
	Iteration 43F: 3 clusters Score -410994.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Entering Unmasked Estep 
Score: -971451.937500 Penalty: 1465.439453
	Iteration 0F: 2 clusters Score -971451.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -965365.125000 Penalty: 2930.878906
	Iteration 0F: 3 clusters Score -965365.1 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -967204.625000 Penalty: 2930.878906
	Iteration 1F: 3 clusters Score -967204.6 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -967401.562500 Penalty: 2930.878906
	Iteration 2F: 3 clusters Score -967401.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -967555.687500 Penalty: 2930.878906
	Iteration 3Q: 3 clusters Score -967555.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -967699.437500 Penalty: 2930.878906
	Iteration 4Q: 3 clusters Score -967699.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -967872.250000 Penalty: 2930.878906
	Iteration 5Q: 3 clusters Score -967872.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -968157.062500 Penalty: 2930.878906
	Iteration 6Q: 3 clusters Score -968157.1 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -968578.500000 Penalty: 2930.878906
	Iteration 7F: 3 clusters Score -968578.5 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -969150.750000 Penalty: 2930.878906
	Iteration 8F: 3 clusters Score -969150.8 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -969748.312500 Penalty: 2930.878906
	Iteration 9F: 3 clusters Score -969748.3 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -970229.875000 Penalty: 2930.878906
	Iteration 10F: 3 clusters Score -970229.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -970559.500000 Penalty: 2930.878906
	Iteration 11Q: 3 clusters Score -970559.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -970727.750000 Penalty: 2930.878906
	Iteration 12Q: 3 clusters Score -970727.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -970802.875000 Penalty: 2930.878906
	Iteration 13Q: 3 clusters Score -970802.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -970827.375000 Penalty: 2930.878906
	Iteration 14Q: 3 clusters Score -970827.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -970840.750000 Penalty: 2930.878906
	Iteration 15Q: 3 clusters Score -970840.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -970847.687500 Penalty: 2930.878906
	Iteration 16Q: 3 clusters Score -970847.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -970846.687500 Penalty: 2930.878906
	Iteration 17Q: 3 clusters Score -970846.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -970848.062500 Penalty: 2930.878906
	Iteration 18Q: 3 clusters Score -970848.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -970846.812500 Penalty: 2930.878906
	Iteration 19Q: 3 clusters Score -970846.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -970850.500000 Penalty: 2930.878906
	Iteration 20F: 3 clusters Score -970850.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -970852.437500 Penalty: 2930.878906
	Iteration 21Q: 3 clusters Score -970852.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -970850.687500 Penalty: 2930.878906
	Iteration 22Q: 3 clusters Score -970850.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -970850.562500 Penalty: 2930.878906
	Iteration 23Q: 3 clusters Score -970850.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -970851.187500 Penalty: 2930.878906
	Iteration 24Q: 3 clusters Score -970851.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -970853.687500 Penalty: 2930.878906
	Iteration 25Q: 3 clusters Score -970853.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -970854.000000 Penalty: 2930.878906
	Iteration 26Q: 3 clusters Score -970854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -970853.375000 Penalty: 2930.878906
	Iteration 27Q: 3 clusters Score -970853.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -970853.375000 Penalty: 2930.878906
	Iteration 28F: 3 clusters Score -970853.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Entering Unmasked Estep 
Score: -805468.000000 Penalty: 1449.780151
	Iteration 0F: 2 clusters Score -805468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -799944.125000 Penalty: 2899.560303
	Iteration 0F: 3 clusters Score -799944.1 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -801555.875000 Penalty: 2899.560303
	Iteration 1F: 3 clusters Score -801555.9 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -801787.062500 Penalty: 2899.560303
	Iteration 2F: 3 clusters Score -801787.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -802002.750000 Penalty: 2899.560303
	Iteration 3F: 3 clusters Score -802002.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -802250.812500 Penalty: 2899.560303
	Iteration 4F: 3 clusters Score -802250.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -802505.562500 Penalty: 2899.560303
	Iteration 5F: 3 clusters Score -802505.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -802789.687500 Penalty: 2899.560303
	Iteration 6F: 3 clusters Score -802789.7 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -803032.062500 Penalty: 2899.560303
	Iteration 7Q: 3 clusters Score -803032.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -803272.625000 Penalty: 2899.560303
	Iteration 8Q: 3 clusters Score -803272.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -803511.062500 Penalty: 2899.560303
	Iteration 9Q: 3 clusters Score -803511.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -803672.062500 Penalty: 2899.560303
	Iteration 10Q: 3 clusters Score -803672.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -803768.125000 Penalty: 2899.560303
	Iteration 11Q: 3 clusters Score -803768.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -803814.500000 Penalty: 2899.560303
	Iteration 12Q: 3 clusters Score -803814.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -803850.500000 Penalty: 2899.560303
	Iteration 13Q: 3 clusters Score -803850.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -803878.250000 Penalty: 2899.560303
	Iteration 14Q: 3 clusters Score -803878.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -803892.000000 Penalty: 2899.560303
	Iteration 15Q: 3 clusters Score -803892 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -803904.375000 Penalty: 2899.560303
	Iteration 16Q: 3 clusters Score -803904.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -803911.062500 Penalty: 2899.560303
	Iteration 17Q: 3 clusters Score -803911.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -803915.125000 Penalty: 2899.560303
	Iteration 18Q: 3 clusters Score -803915.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -803920.875000 Penalty: 2899.560303
	Iteration 19Q: 3 clusters Score -803920.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -803924.937500 Penalty: 2899.560303
	Iteration 20F: 3 clusters Score -803924.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -803934.062500 Penalty: 2899.560303
	Iteration 21Q: 3 clusters Score -803934.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -803936.375000 Penalty: 2899.560303
	Iteration 22Q: 3 clusters Score -803936.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -803941.375000 Penalty: 2899.560303
	Iteration 23Q: 3 clusters Score -803941.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -803946.062500 Penalty: 2899.560303
	Iteration 24Q: 3 clusters Score -803946.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -803949.125000 Penalty: 2899.560303
	Iteration 25Q: 3 clusters Score -803949.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -803951.875000 Penalty: 2899.560303
	Iteration 26Q: 3 clusters Score -803951.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -803955.125000 Penalty: 2899.560303
	Iteration 27Q: 3 clusters Score -803955.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -803959.187500 Penalty: 2899.560303
	Iteration 28Q: 3 clusters Score -803959.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -803961.062500 Penalty: 2899.560303
	Iteration 29Q: 3 clusters Score -803961.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -803964.437500 Penalty: 2899.560303
	Iteration 30Q: 3 clusters Score -803964.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -803966.312500 Penalty: 2899.560303
	Iteration 31Q: 3 clusters Score -803966.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -803964.687500 Penalty: 2899.560303
	Iteration 32Q: 3 clusters Score -803964.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -803969.000000 Penalty: 2899.560303
	Iteration 33Q: 3 clusters Score -803969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -803970.625000 Penalty: 2899.560303
	Iteration 34Q: 3 clusters Score -803970.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -803972.687500 Penalty: 2899.560303
	Iteration 35Q: 3 clusters Score -803972.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -803974.250000 Penalty: 2899.560303
	Iteration 36Q: 3 clusters Score -803974.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -803977.500000 Penalty: 2899.560303
	Iteration 37Q: 3 clusters Score -803977.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -803978.687500 Penalty: 2899.560303
	Iteration 38Q: 3 clusters Score -803978.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -803979.187500 Penalty: 2899.560303
	Iteration 39Q: 3 clusters Score -803979.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -803980.125000 Penalty: 2899.560303
	Iteration 40F: 3 clusters Score -803980.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -803981.062500 Penalty: 2899.560303
	Iteration 41Q: 3 clusters Score -803981.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -803980.312500 Penalty: 2899.560303
	Iteration 42Q: 3 clusters Score -803980.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -803979.687500 Penalty: 2899.560303
	Iteration 43Q: 3 clusters Score -803979.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -803980.187500 Penalty: 2899.560303
	Iteration 44Q: 3 clusters Score -803980.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -803980.437500 Penalty: 2899.560303
	Iteration 45Q: 3 clusters Score -803980.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -803981.812500 Penalty: 2899.560303
	Iteration 46Q: 3 clusters Score -803981.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -803982.687500 Penalty: 2899.560303
	Iteration 47Q: 3 clusters Score -803982.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -803982.937500 Penalty: 2899.560303
	Iteration 48Q: 3 clusters Score -803982.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -803984.250000 Penalty: 2899.560303
	Iteration 49Q: 3 clusters Score -803984.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -803986.375000 Penalty: 2899.560303
	Iteration 50Q: 3 clusters Score -803986.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -803985.750000 Penalty: 2899.560303
	Iteration 51Q: 3 clusters Score -803985.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -803986.687500 Penalty: 2899.560303
	Iteration 52Q: 3 clusters Score -803986.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -803983.875000 Penalty: 2899.560303
	Iteration 53Q: 3 clusters Score -803983.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -803983.875000 Penalty: 2899.560303
	Iteration 54F: 3 clusters Score -803983.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -35084.687500 Penalty: 961.382812
	Iteration 0F: 2 clusters Score -35084.69 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 191 members 
Entering Unmasked Estep 
Score: -34153.535156 Penalty: 1922.765625
	Iteration 0F: 3 clusters Score -34153.54 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -34275.550781 Penalty: 1922.765625
	Iteration 1F: 3 clusters Score -34275.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -34327.449219 Penalty: 1922.765625
	Iteration 2F: 3 clusters Score -34327.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -34386.925781 Penalty: 1922.765625
	Iteration 3Q: 3 clusters Score -34386.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -34448.816406 Penalty: 1922.765625
	Iteration 4F: 3 clusters Score -34448.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -34469.195312 Penalty: 1922.765625
	Iteration 5Q: 3 clusters Score -34469.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -34481.457031 Penalty: 1922.765625
	Iteration 6Q: 3 clusters Score -34481.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -34494.652344 Penalty: 1922.765625
	Iteration 7Q: 3 clusters Score -34494.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -34506.937500 Penalty: 1922.765625
	Iteration 8Q: 3 clusters Score -34506.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -34516.277344 Penalty: 1922.765625
	Iteration 9Q: 3 clusters Score -34516.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -34517.292969 Penalty: 1922.765625
	Iteration 10Q: 3 clusters Score -34517.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -34517.292969 Penalty: 1922.765625
	Iteration 11F: 3 clusters Score -34517.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (85124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85124 members 
Entering Unmasked Estep 
Score: -10143727.000000 Penalty: 1844.677856
	Iteration 0F: 2 clusters Score -1.014373e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42517 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -10086911.000000 Penalty: 3689.355713
	Iteration 0F: 3 clusters Score -1.008691e+07 nChanged 40762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42687 members 
Mstep: Class 2 contains 42437 members 
Entering Unmasked Estep 
Score: -10110531.000000 Penalty: 3689.355713
	Iteration 1F: 3 clusters Score -1.011053e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42702 members 
Mstep: Class 2 contains 42422 members 
Entering Unmasked Estep 
Score: -10111221.000000 Penalty: 3689.355713
	Iteration 2Q: 3 clusters Score -1.011122e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42652 members 
Mstep: Class 2 contains 42472 members 
Entering Unmasked Estep 
Score: -10112181.000000 Penalty: 3689.355713
	Iteration 3Q: 3 clusters Score -1.011218e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42616 members 
Mstep: Class 2 contains 42508 members 
Entering Unmasked Estep 
Score: -10113372.000000 Penalty: 3689.355713
	Iteration 4Q: 3 clusters Score -1.011337e+07 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42716 members 
Mstep: Class 2 contains 42408 members 
Entering Unmasked Estep 
Score: -10114948.000000 Penalty: 3689.355713
	Iteration 5Q: 3 clusters Score -1.011495e+07 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43054 members 
Mstep: Class 2 contains 42070 members 
Entering Unmasked Estep 
Score: -10117296.000000 Penalty: 3689.355713
	Iteration 6F: 3 clusters Score -1.01173e+07 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43773 members 
Mstep: Class 2 contains 41351 members 
Entering Unmasked Estep 
Score: -10120483.000000 Penalty: 3689.355713
	Iteration 7F: 3 clusters Score -1.012048e+07 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44843 members 
Mstep: Class 2 contains 40281 members 
Entering Unmasked Estep 
Score: -10124904.000000 Penalty: 3689.355713
	Iteration 8F: 3 clusters Score -1.01249e+07 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46109 members 
Mstep: Class 2 contains 39015 members 
Entering Unmasked Estep 
Score: -10129327.000000 Penalty: 3689.355713
	Iteration 9F: 3 clusters Score -1.012933e+07 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47206 members 
Mstep: Class 2 contains 37918 members 
Entering Unmasked Estep 
Score: -10131888.000000 Penalty: 3689.355713
	Iteration 10F: 3 clusters Score -1.013189e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48203 members 
Mstep: Class 2 contains 36921 members 
Entering Unmasked Estep 
Score: -10132963.000000 Penalty: 3689.355713
	Iteration 11Q: 3 clusters Score -1.013296e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49131 members 
Mstep: Class 2 contains 35993 members 
Entering Unmasked Estep 
Score: -10133632.000000 Penalty: 3689.355713
	Iteration 12Q: 3 clusters Score -1.013363e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50052 members 
Mstep: Class 2 contains 35072 members 
Entering Unmasked Estep 
Score: -10134257.000000 Penalty: 3689.355713
	Iteration 13Q: 3 clusters Score -1.013426e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50938 members 
Mstep: Class 2 contains 34186 members 
Entering Unmasked Estep 
Score: -10134688.000000 Penalty: 3689.355713
	Iteration 14Q: 3 clusters Score -1.013469e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51813 members 
Mstep: Class 2 contains 33311 members 
Entering Unmasked Estep 
Score: -10135123.000000 Penalty: 3689.355713
	Iteration 15Q: 3 clusters Score -1.013512e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52670 members 
Mstep: Class 2 contains 32454 members 
Entering Unmasked Estep 
Score: -10135512.000000 Penalty: 3689.355713
	Iteration 16Q: 3 clusters Score -1.013551e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53493 members 
Mstep: Class 2 contains 31631 members 
Entering Unmasked Estep 
Score: -10135869.000000 Penalty: 3689.355713
	Iteration 17Q: 3 clusters Score -1.013587e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54288 members 
Mstep: Class 2 contains 30836 members 
Entering Unmasked Estep 
Score: -10136175.000000 Penalty: 3689.355713
	Iteration 18Q: 3 clusters Score -1.013618e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55099 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -10136458.000000 Penalty: 3689.355713
	Iteration 19Q: 3 clusters Score -1.013646e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55831 members 
Mstep: Class 2 contains 29293 members 
Entering Unmasked Estep 
Score: -10136660.000000 Penalty: 3689.355713
	Iteration 20F: 3 clusters Score -1.013666e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56549 members 
Mstep: Class 2 contains 28575 members 
Entering Unmasked Estep 
Score: -10136827.000000 Penalty: 3689.355713
	Iteration 21Q: 3 clusters Score -1.013683e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57233 members 
Mstep: Class 2 contains 27891 members 
Entering Unmasked Estep 
Score: -10136950.000000 Penalty: 3689.355713
	Iteration 22Q: 3 clusters Score -1.013695e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57882 members 
Mstep: Class 2 contains 27242 members 
Entering Unmasked Estep 
Score: -10137113.000000 Penalty: 3689.355713
	Iteration 23Q: 3 clusters Score -1.013711e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58611 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -10137247.000000 Penalty: 3689.355713
	Iteration 24Q: 3 clusters Score -1.013725e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59324 members 
Mstep: Class 2 contains 25800 members 
Entering Unmasked Estep 
Score: -10137388.000000 Penalty: 3689.355713
	Iteration 25Q: 3 clusters Score -1.013739e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60030 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -10137537.000000 Penalty: 3689.355713
	Iteration 26Q: 3 clusters Score -1.013754e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60719 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -10137657.000000 Penalty: 3689.355713
	Iteration 27Q: 3 clusters Score -1.013766e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61381 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -10137795.000000 Penalty: 3689.355713
	Iteration 28Q: 3 clusters Score -1.01378e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62081 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -10137911.000000 Penalty: 3689.355713
	Iteration 29Q: 3 clusters Score -1.013791e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62751 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -10138057.000000 Penalty: 3689.355713
	Iteration 30Q: 3 clusters Score -1.013806e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63381 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -10138127.000000 Penalty: 3689.355713
	Iteration 31Q: 3 clusters Score -1.013813e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64046 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -10138260.000000 Penalty: 3689.355713
	Iteration 32Q: 3 clusters Score -1.013826e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64730 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -10138345.000000 Penalty: 3689.355713
	Iteration 33Q: 3 clusters Score -1.013834e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65426 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -10138443.000000 Penalty: 3689.355713
	Iteration 34Q: 3 clusters Score -1.013844e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66127 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -10138544.000000 Penalty: 3689.355713
	Iteration 35Q: 3 clusters Score -1.013854e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66838 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -10138670.000000 Penalty: 3689.355713
	Iteration 36Q: 3 clusters Score -1.013867e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67535 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -10138837.000000 Penalty: 3689.355713
	Iteration 37Q: 3 clusters Score -1.013884e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68210 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -10138946.000000 Penalty: 3689.355713
	Iteration 38Q: 3 clusters Score -1.013895e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68896 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -10139086.000000 Penalty: 3689.355713
	Iteration 39Q: 3 clusters Score -1.013909e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69620 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -10139210.000000 Penalty: 3689.355713
	Iteration 40F: 3 clusters Score -1.013921e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70324 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -10139361.000000 Penalty: 3689.355713
	Iteration 41Q: 3 clusters Score -1.013936e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71058 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -10139486.000000 Penalty: 3689.355713
	Iteration 42Q: 3 clusters Score -1.013949e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71753 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -10139589.000000 Penalty: 3689.355713
	Iteration 43Q: 3 clusters Score -1.013959e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72429 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -10139733.000000 Penalty: 3689.355713
	Iteration 44Q: 3 clusters Score -1.013973e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73111 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -10139887.000000 Penalty: 3689.355713
	Iteration 45Q: 3 clusters Score -1.013989e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73749 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -10139991.000000 Penalty: 3689.355713
	Iteration 46Q: 3 clusters Score -1.013999e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74368 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -10140084.000000 Penalty: 3689.355713
	Iteration 47Q: 3 clusters Score -1.014008e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74956 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -10140224.000000 Penalty: 3689.355713
	Iteration 48Q: 3 clusters Score -1.014022e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75542 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -10140396.000000 Penalty: 3689.355713
	Iteration 49Q: 3 clusters Score -1.01404e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76146 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -10140508.000000 Penalty: 3689.355713
	Iteration 50Q: 3 clusters Score -1.014051e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76705 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -10140588.000000 Penalty: 3689.355713
	Iteration 51Q: 3 clusters Score -1.014059e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77257 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -10140740.000000 Penalty: 3689.355713
	Iteration 52Q: 3 clusters Score -1.014074e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77782 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -10140878.000000 Penalty: 3689.355713
	Iteration 53Q: 3 clusters Score -1.014088e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78317 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -10141035.000000 Penalty: 3689.355713
	Iteration 54Q: 3 clusters Score -1.014104e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78836 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -10141182.000000 Penalty: 3689.355713
	Iteration 55Q: 3 clusters Score -1.014118e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79376 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -10141390.000000 Penalty: 3689.355713
	Iteration 56Q: 3 clusters Score -1.014139e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79883 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -10141569.000000 Penalty: 3689.355713
	Iteration 57Q: 3 clusters Score -1.014157e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80347 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -10141675.000000 Penalty: 3689.355713
	Iteration 58Q: 3 clusters Score -1.014168e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80813 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -10141855.000000 Penalty: 3689.355713
	Iteration 59Q: 3 clusters Score -1.014186e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81229 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -10142057.000000 Penalty: 3689.355713
	Iteration 60F: 3 clusters Score -1.014206e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81597 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -10142256.000000 Penalty: 3689.355713
	Iteration 61Q: 3 clusters Score -1.014226e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81937 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -10142393.000000 Penalty: 3689.355713
	Iteration 62Q: 3 clusters Score -1.014239e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82194 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -10142497.000000 Penalty: 3689.355713
	Iteration 63Q: 3 clusters Score -1.01425e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82385 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -10142590.000000 Penalty: 3689.355713
	Iteration 64Q: 3 clusters Score -1.014259e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82549 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -10142657.000000 Penalty: 3689.355713
	Iteration 65Q: 3 clusters Score -1.014266e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82687 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -10142719.000000 Penalty: 3689.355713
	Iteration 66Q: 3 clusters Score -1.014272e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82788 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -10142742.000000 Penalty: 3689.355713
	Iteration 67Q: 3 clusters Score -1.014274e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82878 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -10142769.000000 Penalty: 3689.355713
	Iteration 68Q: 3 clusters Score -1.014277e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82941 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -10142762.000000 Penalty: 3689.355713
	Iteration 69Q: 3 clusters Score -1.014276e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82992 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -10142773.000000 Penalty: 3689.355713
	Iteration 70Q: 3 clusters Score -1.014277e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83038 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -10142758.000000 Penalty: 3689.355713
	Iteration 71Q: 3 clusters Score -1.014276e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83075 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -10142769.000000 Penalty: 3689.355713
	Iteration 72Q: 3 clusters Score -1.014277e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83109 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -10142760.000000 Penalty: 3689.355713
	Iteration 73Q: 3 clusters Score -1.014276e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83129 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -10142755.000000 Penalty: 3689.355713
	Iteration 74Q: 3 clusters Score -1.014276e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83144 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -10142751.000000 Penalty: 3689.355713
	Iteration 75Q: 3 clusters Score -1.014275e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83156 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -10142756.000000 Penalty: 3689.355713
	Iteration 76Q: 3 clusters Score -1.014276e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83174 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -10142756.000000 Penalty: 3689.355713
	Iteration 77Q: 3 clusters Score -1.014276e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83186 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -10142761.000000 Penalty: 3689.355713
	Iteration 78Q: 3 clusters Score -1.014276e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83197 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -10142769.000000 Penalty: 3689.355713
	Iteration 79Q: 3 clusters Score -1.014277e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83203 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -10142769.000000 Penalty: 3689.355713
	Iteration 80F: 3 clusters Score -1.014277e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83206 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -10142767.000000 Penalty: 3689.355713
	Iteration 81Q: 3 clusters Score -1.014277e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83212 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -10142777.000000 Penalty: 3689.355713
	Iteration 82Q: 3 clusters Score -1.014278e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83216 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -10142776.000000 Penalty: 3689.355713
	Iteration 83Q: 3 clusters Score -1.014278e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83217 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -10142783.000000 Penalty: 3689.355713
	Iteration 84Q: 3 clusters Score -1.014278e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83223 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -10142782.000000 Penalty: 3689.355713
	Iteration 85Q: 3 clusters Score -1.014278e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83225 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -10142780.000000 Penalty: 3689.355713
	Iteration 86Q: 3 clusters Score -1.014278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83228 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -10142786.000000 Penalty: 3689.355713
	Iteration 87Q: 3 clusters Score -1.014279e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83229 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -10142780.000000 Penalty: 3689.355713
	Iteration 88Q: 3 clusters Score -1.014278e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83229 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -10142780.000000 Penalty: 3689.355713
	Iteration 89F: 3 clusters Score -1.014278e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (86131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86131 members 
Entering Unmasked Estep 
Score: -10244615.000000 Penalty: 1846.588989
	Iteration 0F: 2 clusters Score -1.024462e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43205 members 
Mstep: Class 2 contains 42926 members 
Entering Unmasked Estep 
Score: -10187408.000000 Penalty: 3693.177979
	Iteration 0F: 3 clusters Score -1.018741e+07 nChanged 40910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44819 members 
Mstep: Class 2 contains 41312 members 
Entering Unmasked Estep 
Score: -10210698.000000 Penalty: 3693.177979
	Iteration 1F: 3 clusters Score -1.02107e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45800 members 
Mstep: Class 2 contains 40331 members 
Entering Unmasked Estep 
Score: -10211280.000000 Penalty: 3693.177979
	Iteration 2Q: 3 clusters Score -1.021128e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47256 members 
Mstep: Class 2 contains 38875 members 
Entering Unmasked Estep 
Score: -10211889.000000 Penalty: 3693.177979
	Iteration 3Q: 3 clusters Score -1.021189e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49455 members 
Mstep: Class 2 contains 36676 members 
Entering Unmasked Estep 
Score: -10212826.000000 Penalty: 3693.177979
	Iteration 4Q: 3 clusters Score -1.021283e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52801 members 
Mstep: Class 2 contains 33330 members 
Entering Unmasked Estep 
Score: -10214457.000000 Penalty: 3693.177979
	Iteration 5Q: 3 clusters Score -1.021446e+07 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57612 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -10217299.000000 Penalty: 3693.177979
	Iteration 6F: 3 clusters Score -1.02173e+07 nChanged 6503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64097 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -10222200.000000 Penalty: 3693.177979
	Iteration 7F: 3 clusters Score -1.02222e+07 nChanged 7679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71774 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -10229130.000000 Penalty: 3693.177979
	Iteration 8F: 3 clusters Score -1.022913e+07 nChanged 6901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78675 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -10235851.000000 Penalty: 3693.177979
	Iteration 9F: 3 clusters Score -1.023585e+07 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83191 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -10240293.000000 Penalty: 3693.177979
	Iteration 10F: 3 clusters Score -1.024029e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85137 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -10242083.000000 Penalty: 3693.177979
	Iteration 11Q: 3 clusters Score -1.024208e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85779 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -10242625.000000 Penalty: 3693.177979
	Iteration 12Q: 3 clusters Score -1.024262e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85947 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -10242816.000000 Penalty: 3693.177979
	Iteration 13Q: 3 clusters Score -1.024282e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85995 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -10242891.000000 Penalty: 3693.177979
	Iteration 14Q: 3 clusters Score -1.024289e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86007 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -10242929.000000 Penalty: 3693.177979
	Iteration 15Q: 3 clusters Score -1.024293e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86014 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -10242957.000000 Penalty: 3693.177979
	Iteration 16Q: 3 clusters Score -1.024296e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86017 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -10242966.000000 Penalty: 3693.177979
	Iteration 17Q: 3 clusters Score -1.024297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86019 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10242974.000000 Penalty: 3693.177979
	Iteration 18Q: 3 clusters Score -1.024297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86020 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -10242982.000000 Penalty: 3693.177979
	Iteration 19Q: 3 clusters Score -1.024298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86021 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10242983.000000 Penalty: 3693.177979
	Iteration 20F: 3 clusters Score -1.024298e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (119019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119019 members 
Entering Unmasked Estep 
Score: -14068484.000000 Penalty: 1899.143799
	Iteration 0F: 2 clusters Score -1.406848e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59312 members 
Mstep: Class 2 contains 59707 members 
Entering Unmasked Estep 
Score: -13995294.000000 Penalty: 3798.287598
	Iteration 0F: 3 clusters Score -1.399529e+07 nChanged 57108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55958 members 
Mstep: Class 2 contains 63061 members 
Entering Unmasked Estep 
Score: -14028489.000000 Penalty: 3798.287598
	Iteration 1F: 3 clusters Score -1.402849e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54066 members 
Mstep: Class 2 contains 64953 members 
Entering Unmasked Estep 
Score: -14029236.000000 Penalty: 3798.287598
	Iteration 2Q: 3 clusters Score -1.402924e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51112 members 
Mstep: Class 2 contains 67907 members 
Entering Unmasked Estep 
Score: -14030489.000000 Penalty: 3798.287598
	Iteration 3Q: 3 clusters Score -1.403049e+07 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46691 members 
Mstep: Class 2 contains 72328 members 
Entering Unmasked Estep 
Score: -14032628.000000 Penalty: 3798.287598
	Iteration 4Q: 3 clusters Score -1.403263e+07 nChanged 6678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40355 members 
Mstep: Class 2 contains 78664 members 
Entering Unmasked Estep 
Score: -14036274.000000 Penalty: 3798.287598
	Iteration 5F: 3 clusters Score -1.403627e+07 nChanged 8482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32015 members 
Mstep: Class 2 contains 87004 members 
Entering Unmasked Estep 
Score: -14042465.000000 Penalty: 3798.287598
	Iteration 6F: 3 clusters Score -1.404246e+07 nChanged 9584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 96518 members 
Entering Unmasked Estep 
Score: -14050519.000000 Penalty: 3798.287598
	Iteration 7F: 3 clusters Score -1.405052e+07 nChanged 8408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 104886 members 
Entering Unmasked Estep 
Score: -14057199.000000 Penalty: 3798.287598
	Iteration 8F: 3 clusters Score -1.40572e+07 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 110785 members 
Entering Unmasked Estep 
Score: -14061504.000000 Penalty: 3798.287598
	Iteration 9Q: 3 clusters Score -1.40615e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 114291 members 
Entering Unmasked Estep 
Score: -14064270.000000 Penalty: 3798.287598
	Iteration 10Q: 3 clusters Score -1.406427e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 116325 members 
Entering Unmasked Estep 
Score: -14065477.000000 Penalty: 3798.287598
	Iteration 11Q: 3 clusters Score -1.406548e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 117505 members 
Entering Unmasked Estep 
Score: -14065997.000000 Penalty: 3798.287598
	Iteration 12Q: 3 clusters Score -1.4066e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 118120 members 
Entering Unmasked Estep 
Score: -14066331.000000 Penalty: 3798.287598
	Iteration 13Q: 3 clusters Score -1.406633e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 118412 members 
Entering Unmasked Estep 
Score: -14066540.000000 Penalty: 3798.287598
	Iteration 14Q: 3 clusters Score -1.406654e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 118543 members 
Entering Unmasked Estep 
Score: -14066639.000000 Penalty: 3798.287598
	Iteration 15Q: 3 clusters Score -1.406664e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 118602 members 
Entering Unmasked Estep 
Score: -14066738.000000 Penalty: 3798.287598
	Iteration 16Q: 3 clusters Score -1.406674e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 118650 members 
Entering Unmasked Estep 
Score: -14066799.000000 Penalty: 3798.287598
	Iteration 17Q: 3 clusters Score -1.40668e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 118686 members 
Entering Unmasked Estep 
Score: -14066855.000000 Penalty: 3798.287598
	Iteration 18Q: 3 clusters Score -1.406686e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 118694 members 
Entering Unmasked Estep 
Score: -14066878.000000 Penalty: 3798.287598
	Iteration 19Q: 3 clusters Score -1.406688e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 118696 members 
Entering Unmasked Estep 
Score: -14066882.000000 Penalty: 3798.287598
	Iteration 20F: 3 clusters Score -1.406688e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 118693 members 
Entering Unmasked Estep 
Score: -14066895.000000 Penalty: 3798.287598
	Iteration 21Q: 3 clusters Score -1.40669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 118696 members 
Entering Unmasked Estep 
Score: -14066880.000000 Penalty: 3798.287598
	Iteration 22Q: 3 clusters Score -1.406688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 118700 members 
Entering Unmasked Estep 
Score: -14066896.000000 Penalty: 3798.287598
	Iteration 23Q: 3 clusters Score -1.40669e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 118707 members 
Entering Unmasked Estep 
Score: -14066882.000000 Penalty: 3798.287598
	Iteration 24Q: 3 clusters Score -1.406688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 118710 members 
Entering Unmasked Estep 
Score: -14066895.000000 Penalty: 3798.287598
	Iteration 25Q: 3 clusters Score -1.40669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 118711 members 
Entering Unmasked Estep 
Score: -14066897.000000 Penalty: 3798.287598
	Iteration 26Q: 3 clusters Score -1.40669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 118713 members 
Entering Unmasked Estep 
Score: -14066886.000000 Penalty: 3798.287598
	Iteration 27Q: 3 clusters Score -1.406689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 118713 members 
Entering Unmasked Estep 
Score: -14066893.000000 Penalty: 3798.287598
	Iteration 28Q: 3 clusters Score -1.406689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 118714 members 
Entering Unmasked Estep 
Score: -14066897.000000 Penalty: 3798.287598
	Iteration 29Q: 3 clusters Score -1.40669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 118715 members 
Entering Unmasked Estep 
Score: -14066894.000000 Penalty: 3798.287598
	Iteration 30Q: 3 clusters Score -1.406689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 118716 members 
Entering Unmasked Estep 
Score: -14066904.000000 Penalty: 3798.287598
	Iteration 31Q: 3 clusters Score -1.40669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 118717 members 
Entering Unmasked Estep 
Score: -14066907.000000 Penalty: 3798.287598
	Iteration 32Q: 3 clusters Score -1.406691e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 118720 members 
Entering Unmasked Estep 
Score: -14066907.000000 Penalty: 3798.287598
	Iteration 33Q: 3 clusters Score -1.406691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 118724 members 
Entering Unmasked Estep 
Score: -14066907.000000 Penalty: 3798.287598
	Iteration 34Q: 3 clusters Score -1.406691e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 118726 members 
Entering Unmasked Estep 
Score: -14066904.000000 Penalty: 3798.287598
	Iteration 35Q: 3 clusters Score -1.40669e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 118726 members 
Entering Unmasked Estep 
Score: -14066903.000000 Penalty: 3798.287598
	Iteration 36Q: 3 clusters Score -1.40669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 118727 members 
Entering Unmasked Estep 
Score: -14066912.000000 Penalty: 3798.287598
	Iteration 37Q: 3 clusters Score -1.406691e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 118727 members 
Entering Unmasked Estep 
Score: -14066912.000000 Penalty: 3798.287598
	Iteration 38F: 3 clusters Score -1.406691e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (12177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Entering Unmasked Estep 
Score: -1425187.875000 Penalty: 1528.686890
	Iteration 0F: 2 clusters Score -1425188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1416685.125000 Penalty: 3057.373779
	Iteration 0F: 3 clusters Score -1416685 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1419528.750000 Penalty: 3057.373779
	Iteration 1F: 3 clusters Score -1419529 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1419853.750000 Penalty: 3057.373779
	Iteration 2F: 3 clusters Score -1419854 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1420188.625000 Penalty: 3057.373779
	Iteration 3F: 3 clusters Score -1420189 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1420580.375000 Penalty: 3057.373779
	Iteration 4F: 3 clusters Score -1420580 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1421079.250000 Penalty: 3057.373779
	Iteration 5F: 3 clusters Score -1421079 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1421681.750000 Penalty: 3057.373779
	Iteration 6F: 3 clusters Score -1421682 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1422330.625000 Penalty: 3057.373779
	Iteration 7F: 3 clusters Score -1422331 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1422842.625000 Penalty: 3057.373779
	Iteration 8F: 3 clusters Score -1422843 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1423221.750000 Penalty: 3057.373779
	Iteration 9Q: 3 clusters Score -1423222 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1423455.500000 Penalty: 3057.373779
	Iteration 10Q: 3 clusters Score -1423456 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1423598.125000 Penalty: 3057.373779
	Iteration 11Q: 3 clusters Score -1423598 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1423682.875000 Penalty: 3057.373779
	Iteration 12Q: 3 clusters Score -1423683 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1423737.875000 Penalty: 3057.373779
	Iteration 13Q: 3 clusters Score -1423738 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1423777.750000 Penalty: 3057.373779
	Iteration 14Q: 3 clusters Score -1423778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1423795.625000 Penalty: 3057.373779
	Iteration 15Q: 3 clusters Score -1423796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1423808.125000 Penalty: 3057.373779
	Iteration 16Q: 3 clusters Score -1423808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1423815.625000 Penalty: 3057.373779
	Iteration 17Q: 3 clusters Score -1423816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1423819.125000 Penalty: 3057.373779
	Iteration 18Q: 3 clusters Score -1423819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1423820.000000 Penalty: 3057.373779
	Iteration 19Q: 3 clusters Score -1423820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1423820.000000 Penalty: 3057.373779
	Iteration 20F: 3 clusters Score -1423820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (80122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80122 members 
Entering Unmasked Estep 
Score: -9088149.000000 Penalty: 1834.837158
	Iteration 0F: 2 clusters Score -9088149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39959 members 
Mstep: Class 2 contains 40163 members 
Entering Unmasked Estep 
Score: -9034547.000000 Penalty: 3669.674316
	Iteration 0F: 3 clusters Score -9034547 nChanged 37980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39683 members 
Mstep: Class 2 contains 40439 members 
Entering Unmasked Estep 
Score: -9056734.000000 Penalty: 3669.674316
	Iteration 1F: 3 clusters Score -9056734 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39511 members 
Mstep: Class 2 contains 40611 members 
Entering Unmasked Estep 
Score: -9057542.000000 Penalty: 3669.674316
	Iteration 2Q: 3 clusters Score -9057542 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39197 members 
Mstep: Class 2 contains 40925 members 
Entering Unmasked Estep 
Score: -9058378.000000 Penalty: 3669.674316
	Iteration 3Q: 3 clusters Score -9058378 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38776 members 
Mstep: Class 2 contains 41346 members 
Entering Unmasked Estep 
Score: -9059165.000000 Penalty: 3669.674316
	Iteration 4Q: 3 clusters Score -9059165 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 42016 members 
Entering Unmasked Estep 
Score: -9060319.000000 Penalty: 3669.674316
	Iteration 5Q: 3 clusters Score -9060319 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36937 members 
Mstep: Class 2 contains 43185 members 
Entering Unmasked Estep 
Score: -9061916.000000 Penalty: 3669.674316
	Iteration 6Q: 3 clusters Score -9061916 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35279 members 
Mstep: Class 2 contains 44843 members 
Entering Unmasked Estep 
Score: -9063840.000000 Penalty: 3669.674316
	Iteration 7Q: 3 clusters Score -9063840 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33074 members 
Mstep: Class 2 contains 47048 members 
Entering Unmasked Estep 
Score: -9066442.000000 Penalty: 3669.674316
	Iteration 8F: 3 clusters Score -9066442 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30537 members 
Mstep: Class 2 contains 49585 members 
Entering Unmasked Estep 
Score: -9069568.000000 Penalty: 3669.674316
	Iteration 9F: 3 clusters Score -9069568 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 52079 members 
Entering Unmasked Estep 
Score: -9072567.000000 Penalty: 3669.674316
	Iteration 10F: 3 clusters Score -9072567 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 54184 members 
Entering Unmasked Estep 
Score: -9075171.000000 Penalty: 3669.674316
	Iteration 11F: 3 clusters Score -9075171 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 55696 members 
Entering Unmasked Estep 
Score: -9076929.000000 Penalty: 3669.674316
	Iteration 12Q: 3 clusters Score -9076929 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 56860 members 
Entering Unmasked Estep 
Score: -9078113.000000 Penalty: 3669.674316
	Iteration 13Q: 3 clusters Score -9078113 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 57808 members 
Entering Unmasked Estep 
Score: -9078878.000000 Penalty: 3669.674316
	Iteration 14Q: 3 clusters Score -9078878 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 58638 members 
Entering Unmasked Estep 
Score: -9079602.000000 Penalty: 3669.674316
	Iteration 15Q: 3 clusters Score -9079602 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 59458 members 
Entering Unmasked Estep 
Score: -9080222.000000 Penalty: 3669.674316
	Iteration 16Q: 3 clusters Score -9080222 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 60185 members 
Entering Unmasked Estep 
Score: -9080842.000000 Penalty: 3669.674316
	Iteration 17Q: 3 clusters Score -9080842 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 60858 members 
Entering Unmasked Estep 
Score: -9081290.000000 Penalty: 3669.674316
	Iteration 18Q: 3 clusters Score -9081290 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 61502 members 
Entering Unmasked Estep 
Score: -9081754.000000 Penalty: 3669.674316
	Iteration 19Q: 3 clusters Score -9081754 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 62128 members 
Entering Unmasked Estep 
Score: -9082131.000000 Penalty: 3669.674316
	Iteration 20F: 3 clusters Score -9082131 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 62750 members 
Entering Unmasked Estep 
Score: -9082427.000000 Penalty: 3669.674316
	Iteration 21Q: 3 clusters Score -9082427 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 63324 members 
Entering Unmasked Estep 
Score: -9082656.000000 Penalty: 3669.674316
	Iteration 22Q: 3 clusters Score -9082656 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 63836 members 
Entering Unmasked Estep 
Score: -9082884.000000 Penalty: 3669.674316
	Iteration 23Q: 3 clusters Score -9082884 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 64318 members 
Entering Unmasked Estep 
Score: -9083041.000000 Penalty: 3669.674316
	Iteration 24Q: 3 clusters Score -9083041 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 64786 members 
Entering Unmasked Estep 
Score: -9083119.000000 Penalty: 3669.674316
	Iteration 25Q: 3 clusters Score -9083119 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 65227 members 
Entering Unmasked Estep 
Score: -9083281.000000 Penalty: 3669.674316
	Iteration 26Q: 3 clusters Score -9083281 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 65635 members 
Entering Unmasked Estep 
Score: -9083387.000000 Penalty: 3669.674316
	Iteration 27Q: 3 clusters Score -9083387 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 66013 members 
Entering Unmasked Estep 
Score: -9083460.000000 Penalty: 3669.674316
	Iteration 28Q: 3 clusters Score -9083460 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 66351 members 
Entering Unmasked Estep 
Score: -9083480.000000 Penalty: 3669.674316
	Iteration 29Q: 3 clusters Score -9083480 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 66681 members 
Entering Unmasked Estep 
Score: -9083520.000000 Penalty: 3669.674316
	Iteration 30Q: 3 clusters Score -9083520 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 66993 members 
Entering Unmasked Estep 
Score: -9083568.000000 Penalty: 3669.674316
	Iteration 31Q: 3 clusters Score -9083568 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 67288 members 
Entering Unmasked Estep 
Score: -9083630.000000 Penalty: 3669.674316
	Iteration 32Q: 3 clusters Score -9083630 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 67565 members 
Entering Unmasked Estep 
Score: -9083637.000000 Penalty: 3669.674316
	Iteration 33Q: 3 clusters Score -9083637 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 67813 members 
Entering Unmasked Estep 
Score: -9083621.000000 Penalty: 3669.674316
	Iteration 34Q: 3 clusters Score -9083621 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 68050 members 
Entering Unmasked Estep 
Score: -9083661.000000 Penalty: 3669.674316
	Iteration 35Q: 3 clusters Score -9083661 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 68297 members 
Entering Unmasked Estep 
Score: -9083680.000000 Penalty: 3669.674316
	Iteration 36Q: 3 clusters Score -9083680 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 68534 members 
Entering Unmasked Estep 
Score: -9083719.000000 Penalty: 3669.674316
	Iteration 37Q: 3 clusters Score -9083719 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 68776 members 
Entering Unmasked Estep 
Score: -9083750.000000 Penalty: 3669.674316
	Iteration 38Q: 3 clusters Score -9083750 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 69039 members 
Entering Unmasked Estep 
Score: -9083817.000000 Penalty: 3669.674316
	Iteration 39Q: 3 clusters Score -9083817 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 69305 members 
Entering Unmasked Estep 
Score: -9083825.000000 Penalty: 3669.674316
	Iteration 40F: 3 clusters Score -9083825 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 69584 members 
Entering Unmasked Estep 
Score: -9083874.000000 Penalty: 3669.674316
	Iteration 41Q: 3 clusters Score -9083874 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 69845 members 
Entering Unmasked Estep 
Score: -9083893.000000 Penalty: 3669.674316
	Iteration 42Q: 3 clusters Score -9083893 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 70105 members 
Entering Unmasked Estep 
Score: -9083936.000000 Penalty: 3669.674316
	Iteration 43Q: 3 clusters Score -9083936 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 70346 members 
Entering Unmasked Estep 
Score: -9083973.000000 Penalty: 3669.674316
	Iteration 44Q: 3 clusters Score -9083973 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 70602 members 
Entering Unmasked Estep 
Score: -9083995.000000 Penalty: 3669.674316
	Iteration 45Q: 3 clusters Score -9083995 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 70855 members 
Entering Unmasked Estep 
Score: -9084042.000000 Penalty: 3669.674316
	Iteration 46Q: 3 clusters Score -9084042 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 71120 members 
Entering Unmasked Estep 
Score: -9084079.000000 Penalty: 3669.674316
	Iteration 47Q: 3 clusters Score -9084079 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 71406 members 
Entering Unmasked Estep 
Score: -9084146.000000 Penalty: 3669.674316
	Iteration 48Q: 3 clusters Score -9084146 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 71682 members 
Entering Unmasked Estep 
Score: -9084196.000000 Penalty: 3669.674316
	Iteration 49Q: 3 clusters Score -9084196 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 71973 members 
Entering Unmasked Estep 
Score: -9084257.000000 Penalty: 3669.674316
	Iteration 50Q: 3 clusters Score -9084257 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 72289 members 
Entering Unmasked Estep 
Score: -9084342.000000 Penalty: 3669.674316
	Iteration 51Q: 3 clusters Score -9084342 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 72618 members 
Entering Unmasked Estep 
Score: -9084427.000000 Penalty: 3669.674316
	Iteration 52Q: 3 clusters Score -9084427 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 72950 members 
Entering Unmasked Estep 
Score: -9084509.000000 Penalty: 3669.674316
	Iteration 53Q: 3 clusters Score -9084509 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 73277 members 
Entering Unmasked Estep 
Score: -9084580.000000 Penalty: 3669.674316
	Iteration 54Q: 3 clusters Score -9084580 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 73586 members 
Entering Unmasked Estep 
Score: -9084611.000000 Penalty: 3669.674316
	Iteration 55Q: 3 clusters Score -9084611 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 73907 members 
Entering Unmasked Estep 
Score: -9084720.000000 Penalty: 3669.674316
	Iteration 56Q: 3 clusters Score -9084720 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 74255 members 
Entering Unmasked Estep 
Score: -9084803.000000 Penalty: 3669.674316
	Iteration 57Q: 3 clusters Score -9084803 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 74588 members 
Entering Unmasked Estep 
Score: -9084905.000000 Penalty: 3669.674316
	Iteration 58Q: 3 clusters Score -9084905 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 74915 members 
Entering Unmasked Estep 
Score: -9085010.000000 Penalty: 3669.674316
	Iteration 59Q: 3 clusters Score -9085010 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 75213 members 
Entering Unmasked Estep 
Score: -9085068.000000 Penalty: 3669.674316
	Iteration 60F: 3 clusters Score -9085068 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 75516 members 
Entering Unmasked Estep 
Score: -9085153.000000 Penalty: 3669.674316
	Iteration 61Q: 3 clusters Score -9085153 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 75802 members 
Entering Unmasked Estep 
Score: -9085279.000000 Penalty: 3669.674316
	Iteration 62Q: 3 clusters Score -9085279 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 76071 members 
Entering Unmasked Estep 
Score: -9085368.000000 Penalty: 3669.674316
	Iteration 63Q: 3 clusters Score -9085368 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 76331 members 
Entering Unmasked Estep 
Score: -9085503.000000 Penalty: 3669.674316
	Iteration 64Q: 3 clusters Score -9085503 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 76593 members 
Entering Unmasked Estep 
Score: -9085596.000000 Penalty: 3669.674316
	Iteration 65Q: 3 clusters Score -9085596 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 76829 members 
Entering Unmasked Estep 
Score: -9085656.000000 Penalty: 3669.674316
	Iteration 66Q: 3 clusters Score -9085656 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 77058 members 
Entering Unmasked Estep 
Score: -9085706.000000 Penalty: 3669.674316
	Iteration 67Q: 3 clusters Score -9085706 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 77250 members 
Entering Unmasked Estep 
Score: -9085759.000000 Penalty: 3669.674316
	Iteration 68Q: 3 clusters Score -9085759 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 77452 members 
Entering Unmasked Estep 
Score: -9085820.000000 Penalty: 3669.674316
	Iteration 69Q: 3 clusters Score -9085820 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 77654 members 
Entering Unmasked Estep 
Score: -9085887.000000 Penalty: 3669.674316
	Iteration 70Q: 3 clusters Score -9085887 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 77876 members 
Entering Unmasked Estep 
Score: -9085968.000000 Penalty: 3669.674316
	Iteration 71Q: 3 clusters Score -9085968 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 78072 members 
Entering Unmasked Estep 
Score: -9086048.000000 Penalty: 3669.674316
	Iteration 72Q: 3 clusters Score -9086048 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 78260 members 
Entering Unmasked Estep 
Score: -9086138.000000 Penalty: 3669.674316
	Iteration 73Q: 3 clusters Score -9086138 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 78404 members 
Entering Unmasked Estep 
Score: -9086203.000000 Penalty: 3669.674316
	Iteration 74Q: 3 clusters Score -9086203 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 78529 members 
Entering Unmasked Estep 
Score: -9086248.000000 Penalty: 3669.674316
	Iteration 75Q: 3 clusters Score -9086248 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 78641 members 
Entering Unmasked Estep 
Score: -9086299.000000 Penalty: 3669.674316
	Iteration 76Q: 3 clusters Score -9086299 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 78762 members 
Entering Unmasked Estep 
Score: -9086362.000000 Penalty: 3669.674316
	Iteration 77Q: 3 clusters Score -9086362 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 78841 members 
Entering Unmasked Estep 
Score: -9086415.000000 Penalty: 3669.674316
	Iteration 78Q: 3 clusters Score -9086415 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 78919 members 
Entering Unmasked Estep 
Score: -9086463.000000 Penalty: 3669.674316
	Iteration 79Q: 3 clusters Score -9086463 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 79000 members 
Entering Unmasked Estep 
Score: -9086517.000000 Penalty: 3669.674316
	Iteration 80F: 3 clusters Score -9086517 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 79059 members 
Entering Unmasked Estep 
Score: -9086567.000000 Penalty: 3669.674316
	Iteration 81Q: 3 clusters Score -9086567 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 79109 members 
Entering Unmasked Estep 
Score: -9086582.000000 Penalty: 3669.674316
	Iteration 82Q: 3 clusters Score -9086582 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 79151 members 
Entering Unmasked Estep 
Score: -9086614.000000 Penalty: 3669.674316
	Iteration 83Q: 3 clusters Score -9086614 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 79188 members 
Entering Unmasked Estep 
Score: -9086646.000000 Penalty: 3669.674316
	Iteration 84Q: 3 clusters Score -9086646 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 79219 members 
Entering Unmasked Estep 
Score: -9086658.000000 Penalty: 3669.674316
	Iteration 85Q: 3 clusters Score -9086658 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 79242 members 
Entering Unmasked Estep 
Score: -9086672.000000 Penalty: 3669.674316
	Iteration 86Q: 3 clusters Score -9086672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 79259 members 
Entering Unmasked Estep 
Score: -9086675.000000 Penalty: 3669.674316
	Iteration 87Q: 3 clusters Score -9086675 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 79272 members 
Entering Unmasked Estep 
Score: -9086681.000000 Penalty: 3669.674316
	Iteration 88Q: 3 clusters Score -9086681 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 79282 members 
Entering Unmasked Estep 
Score: -9086688.000000 Penalty: 3669.674316
	Iteration 89Q: 3 clusters Score -9086688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 79293 members 
Entering Unmasked Estep 
Score: -9086686.000000 Penalty: 3669.674316
	Iteration 90Q: 3 clusters Score -9086686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 79301 members 
Entering Unmasked Estep 
Score: -9086693.000000 Penalty: 3669.674316
	Iteration 91Q: 3 clusters Score -9086693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 79306 members 
Entering Unmasked Estep 
Score: -9086694.000000 Penalty: 3669.674316
	Iteration 92Q: 3 clusters Score -9086694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 79310 members 
Entering Unmasked Estep 
Score: -9086688.000000 Penalty: 3669.674316
	Iteration 93Q: 3 clusters Score -9086688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 79315 members 
Entering Unmasked Estep 
Score: -9086700.000000 Penalty: 3669.674316
	Iteration 94Q: 3 clusters Score -9086700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 79320 members 
Entering Unmasked Estep 
Score: -9086697.000000 Penalty: 3669.674316
	Iteration 95Q: 3 clusters Score -9086697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 79325 members 
Entering Unmasked Estep 
Score: -9086696.000000 Penalty: 3669.674316
	Iteration 96Q: 3 clusters Score -9086696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 79329 members 
Entering Unmasked Estep 
Score: -9086692.000000 Penalty: 3669.674316
	Iteration 97Q: 3 clusters Score -9086692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 79335 members 
Entering Unmasked Estep 
Score: -9086686.000000 Penalty: 3669.674316
	Iteration 98Q: 3 clusters Score -9086686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 79340 members 
Entering Unmasked Estep 
Score: -9086686.000000 Penalty: 3669.674316
	Iteration 99Q: 3 clusters Score -9086686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 79344 members 
Entering Unmasked Estep 
Score: -9086687.000000 Penalty: 3669.674316
	Iteration 100F: 3 clusters Score -9086687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 79344 members 
Entering Unmasked Estep 
Score: -9086690.000000 Penalty: 3669.674316
	Iteration 101Q: 3 clusters Score -9086690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 79349 members 
Entering Unmasked Estep 
Score: -9086705.000000 Penalty: 3669.674316
	Iteration 102Q: 3 clusters Score -9086705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 79354 members 
Entering Unmasked Estep 
Score: -9086717.000000 Penalty: 3669.674316
	Iteration 103Q: 3 clusters Score -9086717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 79357 members 
Entering Unmasked Estep 
Score: -9086718.000000 Penalty: 3669.674316
	Iteration 104Q: 3 clusters Score -9086718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 79358 members 
Entering Unmasked Estep 
Score: -9086713.000000 Penalty: 3669.674316
	Iteration 105Q: 3 clusters Score -9086713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 79358 members 
Entering Unmasked Estep 
Score: -9086713.000000 Penalty: 3669.674316
	Iteration 106F: 3 clusters Score -9086713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Entering Unmasked Estep 
Score: -31253.927734 Penalty: 946.725037
	Iteration 0F: 2 clusters Score -31253.93 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 160 members 
Entering Unmasked Estep 
Score: -30373.443359 Penalty: 1893.450073
	Iteration 0F: 3 clusters Score -30373.44 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -30590.830078 Penalty: 1893.450073
	Iteration 1F: 3 clusters Score -30590.83 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -30672.359375 Penalty: 1893.450073
	Iteration 2F: 3 clusters Score -30672.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -30740.939453 Penalty: 1893.450073
	Iteration 3Q: 3 clusters Score -30740.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -30792.988281 Penalty: 1893.450073
	Iteration 4Q: 3 clusters Score -30792.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -30835.779297 Penalty: 1893.450073
	Iteration 5Q: 3 clusters Score -30835.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -30846.826172 Penalty: 1893.450073
	Iteration 6Q: 3 clusters Score -30846.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -30849.121094 Penalty: 1893.450073
	Iteration 7Q: 3 clusters Score -30849.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -30851.316406 Penalty: 1893.450073
	Iteration 8Q: 3 clusters Score -30851.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -30851.316406 Penalty: 1893.450073
	Iteration 9F: 3 clusters Score -30851.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Entering Unmasked Estep 
Score: -86039.609375 Penalty: 1091.446655
	Iteration 0F: 2 clusters Score -86039.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -84729.625000 Penalty: 2182.893311
	Iteration 0F: 3 clusters Score -84729.62 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -85021.664062 Penalty: 2182.893311
	Iteration 1F: 3 clusters Score -85021.66 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -85232.234375 Penalty: 2182.893311
	Iteration 2F: 3 clusters Score -85232.23 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -85367.203125 Penalty: 2182.893311
	Iteration 3F: 3 clusters Score -85367.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -85437.531250 Penalty: 2182.893311
	Iteration 4Q: 3 clusters Score -85437.53 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -85466.390625 Penalty: 2182.893311
	Iteration 5Q: 3 clusters Score -85466.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -85490.429688 Penalty: 2182.893311
	Iteration 6Q: 3 clusters Score -85490.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -85504.210938 Penalty: 2182.893311
	Iteration 7Q: 3 clusters Score -85504.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -85511.945312 Penalty: 2182.893311
	Iteration 8Q: 3 clusters Score -85511.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -85521.015625 Penalty: 2182.893311
	Iteration 9Q: 3 clusters Score -85521.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -85536.101562 Penalty: 2182.893311
	Iteration 10Q: 3 clusters Score -85536.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -85543.187500 Penalty: 2182.893311
	Iteration 11Q: 3 clusters Score -85543.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -85544.390625 Penalty: 2182.893311
	Iteration 12Q: 3 clusters Score -85544.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -85544.390625 Penalty: 2182.893311
	Iteration 13F: 3 clusters Score -85544.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -36771.453125 Penalty: 1001.880371
	Iteration 0F: 2 clusters Score -36771.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -35809.085938 Penalty: 2003.760742
	Iteration 0F: 3 clusters Score -35809.09 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -36108.101562 Penalty: 2003.760742
	Iteration 1F: 3 clusters Score -36108.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -36220.089844 Penalty: 2003.760742
	Iteration 2F: 3 clusters Score -36220.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -36244.765625 Penalty: 2003.760742
	Iteration 3Q: 3 clusters Score -36244.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -36254.980469 Penalty: 2003.760742
	Iteration 4Q: 3 clusters Score -36254.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -36273.824219 Penalty: 2003.760742
	Iteration 5Q: 3 clusters Score -36273.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -36308.503906 Penalty: 2003.760742
	Iteration 6Q: 3 clusters Score -36308.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -36316.910156 Penalty: 2003.760742
	Iteration 7Q: 3 clusters Score -36316.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -36325.378906 Penalty: 2003.760742
	Iteration 8Q: 3 clusters Score -36325.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -36331.277344 Penalty: 2003.760742
	Iteration 9Q: 3 clusters Score -36331.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -36331.660156 Penalty: 2003.760742
	Iteration 10Q: 3 clusters Score -36331.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -36331.660156 Penalty: 2003.760742
	Iteration 11F: 3 clusters Score -36331.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (90121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90121 members 
Entering Unmasked Estep 
Score: -10655113.000000 Penalty: 1853.947632
	Iteration 0F: 2 clusters Score -1.065511e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44863 members 
Mstep: Class 2 contains 45258 members 
Entering Unmasked Estep 
Score: -10595186.000000 Penalty: 3707.895264
	Iteration 0F: 3 clusters Score -1.059519e+07 nChanged 42939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41986 members 
Mstep: Class 2 contains 48135 members 
Entering Unmasked Estep 
Score: -10620409.000000 Penalty: 3707.895264
	Iteration 1F: 3 clusters Score -1.062041e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 49658 members 
Entering Unmasked Estep 
Score: -10621171.000000 Penalty: 3707.895264
	Iteration 2Q: 3 clusters Score -1.062117e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38239 members 
Mstep: Class 2 contains 51882 members 
Entering Unmasked Estep 
Score: -10622422.000000 Penalty: 3707.895264
	Iteration 3Q: 3 clusters Score -1.062242e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35388 members 
Mstep: Class 2 contains 54733 members 
Entering Unmasked Estep 
Score: -10624340.000000 Penalty: 3707.895264
	Iteration 4Q: 3 clusters Score -1.062434e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31817 members 
Mstep: Class 2 contains 58304 members 
Entering Unmasked Estep 
Score: -10627619.000000 Penalty: 3707.895264
	Iteration 5F: 3 clusters Score -1.062762e+07 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 61946 members 
Entering Unmasked Estep 
Score: -10632494.000000 Penalty: 3707.895264
	Iteration 6F: 3 clusters Score -1.063249e+07 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 64441 members 
Entering Unmasked Estep 
Score: -10638356.000000 Penalty: 3707.895264
	Iteration 7F: 3 clusters Score -1.063836e+07 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 65134 members 
Entering Unmasked Estep 
Score: -10642809.000000 Penalty: 3707.895264
	Iteration 8F: 3 clusters Score -1.064281e+07 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 64970 members 
Entering Unmasked Estep 
Score: -10644993.000000 Penalty: 3707.895264
	Iteration 9Q: 3 clusters Score -1.064499e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 64562 members 
Entering Unmasked Estep 
Score: -10646001.000000 Penalty: 3707.895264
	Iteration 10Q: 3 clusters Score -1.0646e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 64029 members 
Entering Unmasked Estep 
Score: -10646724.000000 Penalty: 3707.895264
	Iteration 11Q: 3 clusters Score -1.064672e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 63406 members 
Entering Unmasked Estep 
Score: -10647540.000000 Penalty: 3707.895264
	Iteration 12Q: 3 clusters Score -1.064754e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 62641 members 
Entering Unmasked Estep 
Score: -10648286.000000 Penalty: 3707.895264
	Iteration 13Q: 3 clusters Score -1.064829e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 61971 members 
Entering Unmasked Estep 
Score: -10648884.000000 Penalty: 3707.895264
	Iteration 14Q: 3 clusters Score -1.064888e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 61390 members 
Entering Unmasked Estep 
Score: -10649343.000000 Penalty: 3707.895264
	Iteration 15Q: 3 clusters Score -1.064934e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 60879 members 
Entering Unmasked Estep 
Score: -10649644.000000 Penalty: 3707.895264
	Iteration 16Q: 3 clusters Score -1.064964e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29685 members 
Mstep: Class 2 contains 60436 members 
Entering Unmasked Estep 
Score: -10649769.000000 Penalty: 3707.895264
	Iteration 17Q: 3 clusters Score -1.064977e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 60007 members 
Entering Unmasked Estep 
Score: -10649922.000000 Penalty: 3707.895264
	Iteration 18Q: 3 clusters Score -1.064992e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30500 members 
Mstep: Class 2 contains 59621 members 
Entering Unmasked Estep 
Score: -10649941.000000 Penalty: 3707.895264
	Iteration 19Q: 3 clusters Score -1.064994e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Mstep: Class 2 contains 59186 members 
Entering Unmasked Estep 
Score: -10649952.000000 Penalty: 3707.895264
	Iteration 20F: 3 clusters Score -1.064995e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 58700 members 
Entering Unmasked Estep 
Score: -10649934.000000 Penalty: 3707.895264
	Iteration 21Q: 3 clusters Score -1.064993e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31914 members 
Mstep: Class 2 contains 58207 members 
Entering Unmasked Estep 
Score: -10650017.000000 Penalty: 3707.895264
	Iteration 22Q: 3 clusters Score -1.065002e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32472 members 
Mstep: Class 2 contains 57649 members 
Entering Unmasked Estep 
Score: -10650039.000000 Penalty: 3707.895264
	Iteration 23Q: 3 clusters Score -1.065004e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33051 members 
Mstep: Class 2 contains 57070 members 
Entering Unmasked Estep 
Score: -10650057.000000 Penalty: 3707.895264
	Iteration 24Q: 3 clusters Score -1.065006e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 56465 members 
Entering Unmasked Estep 
Score: -10650096.000000 Penalty: 3707.895264
	Iteration 25Q: 3 clusters Score -1.06501e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34291 members 
Mstep: Class 2 contains 55830 members 
Entering Unmasked Estep 
Score: -10650141.000000 Penalty: 3707.895264
	Iteration 26Q: 3 clusters Score -1.065014e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 55209 members 
Entering Unmasked Estep 
Score: -10650234.000000 Penalty: 3707.895264
	Iteration 27Q: 3 clusters Score -1.065023e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35517 members 
Mstep: Class 2 contains 54604 members 
Entering Unmasked Estep 
Score: -10650230.000000 Penalty: 3707.895264
	Iteration 28Q: 3 clusters Score -1.065023e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36084 members 
Mstep: Class 2 contains 54037 members 
Entering Unmasked Estep 
Score: -10650268.000000 Penalty: 3707.895264
	Iteration 29Q: 3 clusters Score -1.065027e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36707 members 
Mstep: Class 2 contains 53414 members 
Entering Unmasked Estep 
Score: -10650368.000000 Penalty: 3707.895264
	Iteration 30Q: 3 clusters Score -1.065037e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37413 members 
Mstep: Class 2 contains 52708 members 
Entering Unmasked Estep 
Score: -10650341.000000 Penalty: 3707.895264
	Iteration 31Q: 3 clusters Score -1.065034e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38098 members 
Mstep: Class 2 contains 52023 members 
Entering Unmasked Estep 
Score: -10650381.000000 Penalty: 3707.895264
	Iteration 32Q: 3 clusters Score -1.065038e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38784 members 
Mstep: Class 2 contains 51337 members 
Entering Unmasked Estep 
Score: -10650343.000000 Penalty: 3707.895264
	Iteration 33Q: 3 clusters Score -1.065034e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39476 members 
Mstep: Class 2 contains 50645 members 
Entering Unmasked Estep 
Score: -10650442.000000 Penalty: 3707.895264
	Iteration 34Q: 3 clusters Score -1.065044e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40216 members 
Mstep: Class 2 contains 49905 members 
Entering Unmasked Estep 
Score: -10650424.000000 Penalty: 3707.895264
	Iteration 35Q: 3 clusters Score -1.065042e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40905 members 
Mstep: Class 2 contains 49216 members 
Entering Unmasked Estep 
Score: -10650441.000000 Penalty: 3707.895264
	Iteration 36Q: 3 clusters Score -1.065044e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41624 members 
Mstep: Class 2 contains 48497 members 
Entering Unmasked Estep 
Score: -10650476.000000 Penalty: 3707.895264
	Iteration 37Q: 3 clusters Score -1.065048e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42410 members 
Mstep: Class 2 contains 47711 members 
Entering Unmasked Estep 
Score: -10650572.000000 Penalty: 3707.895264
	Iteration 38Q: 3 clusters Score -1.065057e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43239 members 
Mstep: Class 2 contains 46882 members 
Entering Unmasked Estep 
Score: -10650624.000000 Penalty: 3707.895264
	Iteration 39Q: 3 clusters Score -1.065062e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44172 members 
Mstep: Class 2 contains 45949 members 
Entering Unmasked Estep 
Score: -10650660.000000 Penalty: 3707.895264
	Iteration 40F: 3 clusters Score -1.065066e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45221 members 
Mstep: Class 2 contains 44900 members 
Entering Unmasked Estep 
Score: -10650728.000000 Penalty: 3707.895264
	Iteration 41Q: 3 clusters Score -1.065073e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46328 members 
Mstep: Class 2 contains 43793 members 
Entering Unmasked Estep 
Score: -10650704.000000 Penalty: 3707.895264
	Iteration 42Q: 3 clusters Score -1.06507e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47493 members 
Mstep: Class 2 contains 42628 members 
Entering Unmasked Estep 
Score: -10650729.000000 Penalty: 3707.895264
	Iteration 43Q: 3 clusters Score -1.065073e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48773 members 
Mstep: Class 2 contains 41348 members 
Entering Unmasked Estep 
Score: -10650748.000000 Penalty: 3707.895264
	Iteration 44Q: 3 clusters Score -1.065075e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50003 members 
Mstep: Class 2 contains 40118 members 
Entering Unmasked Estep 
Score: -10650738.000000 Penalty: 3707.895264
	Iteration 45Q: 3 clusters Score -1.065074e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51193 members 
Mstep: Class 2 contains 38928 members 
Entering Unmasked Estep 
Score: -10650598.000000 Penalty: 3707.895264
	Iteration 46Q: 3 clusters Score -1.06506e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52503 members 
Mstep: Class 2 contains 37618 members 
Entering Unmasked Estep 
Score: -10650633.000000 Penalty: 3707.895264
	Iteration 47Q: 3 clusters Score -1.065063e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53846 members 
Mstep: Class 2 contains 36275 members 
Entering Unmasked Estep 
Score: -10650651.000000 Penalty: 3707.895264
	Iteration 48Q: 3 clusters Score -1.065065e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55277 members 
Mstep: Class 2 contains 34844 members 
Entering Unmasked Estep 
Score: -10650632.000000 Penalty: 3707.895264
	Iteration 49Q: 3 clusters Score -1.065063e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56688 members 
Mstep: Class 2 contains 33433 members 
Entering Unmasked Estep 
Score: -10650735.000000 Penalty: 3707.895264
	Iteration 50Q: 3 clusters Score -1.065074e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58116 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -10650692.000000 Penalty: 3707.895264
	Iteration 51Q: 3 clusters Score -1.065069e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59362 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -10650764.000000 Penalty: 3707.895264
	Iteration 52Q: 3 clusters Score -1.065076e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60635 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -10650679.000000 Penalty: 3707.895264
	Iteration 53Q: 3 clusters Score -1.065068e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61895 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -10650751.000000 Penalty: 3707.895264
	Iteration 54Q: 3 clusters Score -1.065075e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63125 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -10650779.000000 Penalty: 3707.895264
	Iteration 55Q: 3 clusters Score -1.065078e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64380 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -10650831.000000 Penalty: 3707.895264
	Iteration 56Q: 3 clusters Score -1.065083e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65603 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -10650829.000000 Penalty: 3707.895264
	Iteration 57Q: 3 clusters Score -1.065083e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66853 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -10650901.000000 Penalty: 3707.895264
	Iteration 58Q: 3 clusters Score -1.06509e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68083 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -10650985.000000 Penalty: 3707.895264
	Iteration 59Q: 3 clusters Score -1.065098e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69265 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -10651166.000000 Penalty: 3707.895264
	Iteration 60F: 3 clusters Score -1.065117e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70491 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -10651233.000000 Penalty: 3707.895264
	Iteration 61Q: 3 clusters Score -1.065123e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71606 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -10651314.000000 Penalty: 3707.895264
	Iteration 62Q: 3 clusters Score -1.065131e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72676 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -10651436.000000 Penalty: 3707.895264
	Iteration 63Q: 3 clusters Score -1.065144e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73741 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -10651442.000000 Penalty: 3707.895264
	Iteration 64Q: 3 clusters Score -1.065144e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74675 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -10651460.000000 Penalty: 3707.895264
	Iteration 65Q: 3 clusters Score -1.065146e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75617 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -10651550.000000 Penalty: 3707.895264
	Iteration 66Q: 3 clusters Score -1.065155e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76499 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -10651572.000000 Penalty: 3707.895264
	Iteration 67Q: 3 clusters Score -1.065157e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77361 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -10651673.000000 Penalty: 3707.895264
	Iteration 68Q: 3 clusters Score -1.065167e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78169 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -10651786.000000 Penalty: 3707.895264
	Iteration 69Q: 3 clusters Score -1.065179e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78951 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -10651834.000000 Penalty: 3707.895264
	Iteration 70Q: 3 clusters Score -1.065183e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79655 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -10651895.000000 Penalty: 3707.895264
	Iteration 71Q: 3 clusters Score -1.06519e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80315 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -10651905.000000 Penalty: 3707.895264
	Iteration 72Q: 3 clusters Score -1.06519e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80934 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -10651930.000000 Penalty: 3707.895264
	Iteration 73Q: 3 clusters Score -1.065193e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81539 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -10652005.000000 Penalty: 3707.895264
	Iteration 74Q: 3 clusters Score -1.0652e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82061 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -10652132.000000 Penalty: 3707.895264
	Iteration 75Q: 3 clusters Score -1.065213e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82525 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -10652256.000000 Penalty: 3707.895264
	Iteration 76Q: 3 clusters Score -1.065226e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82899 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -10652325.000000 Penalty: 3707.895264
	Iteration 77Q: 3 clusters Score -1.065232e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83219 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -10652381.000000 Penalty: 3707.895264
	Iteration 78Q: 3 clusters Score -1.065238e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83523 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -10652436.000000 Penalty: 3707.895264
	Iteration 79Q: 3 clusters Score -1.065244e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83793 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -10652505.000000 Penalty: 3707.895264
	Iteration 80F: 3 clusters Score -1.06525e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84047 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -10652556.000000 Penalty: 3707.895264
	Iteration 81Q: 3 clusters Score -1.065256e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84305 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -10652588.000000 Penalty: 3707.895264
	Iteration 82Q: 3 clusters Score -1.065259e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84562 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -10652676.000000 Penalty: 3707.895264
	Iteration 83Q: 3 clusters Score -1.065268e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84800 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -10652679.000000 Penalty: 3707.895264
	Iteration 84Q: 3 clusters Score -1.065268e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85037 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -10652682.000000 Penalty: 3707.895264
	Iteration 85Q: 3 clusters Score -1.065268e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85237 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -10652755.000000 Penalty: 3707.895264
	Iteration 86Q: 3 clusters Score -1.065276e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85429 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -10652836.000000 Penalty: 3707.895264
	Iteration 87Q: 3 clusters Score -1.065284e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85609 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -10652831.000000 Penalty: 3707.895264
	Iteration 88Q: 3 clusters Score -1.065283e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85779 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -10652869.000000 Penalty: 3707.895264
	Iteration 89Q: 3 clusters Score -1.065287e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85948 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -10652898.000000 Penalty: 3707.895264
	Iteration 90Q: 3 clusters Score -1.06529e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86113 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -10652917.000000 Penalty: 3707.895264
	Iteration 91Q: 3 clusters Score -1.065292e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86264 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -10652931.000000 Penalty: 3707.895264
	Iteration 92Q: 3 clusters Score -1.065293e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86417 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -10652930.000000 Penalty: 3707.895264
	Iteration 93Q: 3 clusters Score -1.065293e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86546 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -10652959.000000 Penalty: 3707.895264
	Iteration 94Q: 3 clusters Score -1.065296e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86688 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -10652984.000000 Penalty: 3707.895264
	Iteration 95Q: 3 clusters Score -1.065298e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86822 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -10652997.000000 Penalty: 3707.895264
	Iteration 96Q: 3 clusters Score -1.0653e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86956 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -10653008.000000 Penalty: 3707.895264
	Iteration 97Q: 3 clusters Score -1.065301e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87076 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -10653005.000000 Penalty: 3707.895264
	Iteration 98Q: 3 clusters Score -1.0653e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87192 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -10653038.000000 Penalty: 3707.895264
	Iteration 99Q: 3 clusters Score -1.065304e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87300 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -10653060.000000 Penalty: 3707.895264
	Iteration 100F: 3 clusters Score -1.065306e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87406 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -10653061.000000 Penalty: 3707.895264
	Iteration 101Q: 3 clusters Score -1.065306e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87518 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -10653077.000000 Penalty: 3707.895264
	Iteration 102Q: 3 clusters Score -1.065308e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87646 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -10653088.000000 Penalty: 3707.895264
	Iteration 103Q: 3 clusters Score -1.065309e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87768 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -10653125.000000 Penalty: 3707.895264
	Iteration 104Q: 3 clusters Score -1.065312e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87883 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -10653139.000000 Penalty: 3707.895264
	Iteration 105Q: 3 clusters Score -1.065314e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88013 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -10653185.000000 Penalty: 3707.895264
	Iteration 106Q: 3 clusters Score -1.065318e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88123 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -10653200.000000 Penalty: 3707.895264
	Iteration 107Q: 3 clusters Score -1.06532e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88231 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -10653225.000000 Penalty: 3707.895264
	Iteration 108Q: 3 clusters Score -1.065322e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88319 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -10653236.000000 Penalty: 3707.895264
	Iteration 109Q: 3 clusters Score -1.065324e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88422 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -10653264.000000 Penalty: 3707.895264
	Iteration 110Q: 3 clusters Score -1.065326e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88512 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -10653286.000000 Penalty: 3707.895264
	Iteration 111Q: 3 clusters Score -1.065329e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88587 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -10653314.000000 Penalty: 3707.895264
	Iteration 112Q: 3 clusters Score -1.065331e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88658 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -10653323.000000 Penalty: 3707.895264
	Iteration 113Q: 3 clusters Score -1.065332e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88727 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -10653339.000000 Penalty: 3707.895264
	Iteration 114Q: 3 clusters Score -1.065334e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88797 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -10653352.000000 Penalty: 3707.895264
	Iteration 115Q: 3 clusters Score -1.065335e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88863 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -10653389.000000 Penalty: 3707.895264
	Iteration 116Q: 3 clusters Score -1.065339e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88910 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -10653397.000000 Penalty: 3707.895264
	Iteration 117Q: 3 clusters Score -1.06534e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88957 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -10653402.000000 Penalty: 3707.895264
	Iteration 118Q: 3 clusters Score -1.06534e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88994 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -10653404.000000 Penalty: 3707.895264
	Iteration 119Q: 3 clusters Score -1.06534e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89030 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -10653432.000000 Penalty: 3707.895264
	Iteration 120F: 3 clusters Score -1.065343e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89063 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -10653434.000000 Penalty: 3707.895264
	Iteration 121Q: 3 clusters Score -1.065343e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89092 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -10653454.000000 Penalty: 3707.895264
	Iteration 122Q: 3 clusters Score -1.065345e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89114 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -10653458.000000 Penalty: 3707.895264
	Iteration 123Q: 3 clusters Score -1.065346e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89137 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -10653473.000000 Penalty: 3707.895264
	Iteration 124Q: 3 clusters Score -1.065347e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89168 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -10653485.000000 Penalty: 3707.895264
	Iteration 125Q: 3 clusters Score -1.065348e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89202 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -10653506.000000 Penalty: 3707.895264
	Iteration 126Q: 3 clusters Score -1.065351e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89230 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -10653494.000000 Penalty: 3707.895264
	Iteration 127Q: 3 clusters Score -1.065349e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89259 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -10653500.000000 Penalty: 3707.895264
	Iteration 128Q: 3 clusters Score -1.06535e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89277 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -10653516.000000 Penalty: 3707.895264
	Iteration 129Q: 3 clusters Score -1.065352e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89295 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -10653533.000000 Penalty: 3707.895264
	Iteration 130Q: 3 clusters Score -1.065353e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89310 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -10653533.000000 Penalty: 3707.895264
	Iteration 131Q: 3 clusters Score -1.065353e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89325 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -10653545.000000 Penalty: 3707.895264
	Iteration 132Q: 3 clusters Score -1.065354e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89352 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -10653560.000000 Penalty: 3707.895264
	Iteration 133Q: 3 clusters Score -1.065356e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89377 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -10653559.000000 Penalty: 3707.895264
	Iteration 134Q: 3 clusters Score -1.065356e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89396 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -10653563.000000 Penalty: 3707.895264
	Iteration 135Q: 3 clusters Score -1.065356e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89406 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -10653565.000000 Penalty: 3707.895264
	Iteration 136Q: 3 clusters Score -1.065356e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89412 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -10653571.000000 Penalty: 3707.895264
	Iteration 137Q: 3 clusters Score -1.065357e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89417 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -10653572.000000 Penalty: 3707.895264
	Iteration 138Q: 3 clusters Score -1.065357e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89424 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -10653573.000000 Penalty: 3707.895264
	Iteration 139Q: 3 clusters Score -1.065357e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89429 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -10653578.000000 Penalty: 3707.895264
	Iteration 140F: 3 clusters Score -1.065358e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89436 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -10653581.000000 Penalty: 3707.895264
	Iteration 141Q: 3 clusters Score -1.065358e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89437 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -10653580.000000 Penalty: 3707.895264
	Iteration 142Q: 3 clusters Score -1.065358e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89437 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -10653580.000000 Penalty: 3707.895264
	Iteration 143F: 3 clusters Score -1.065358e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Entering Unmasked Estep 
Score: -95345.078125 Penalty: 1124.127197
	Iteration 0F: 2 clusters Score -95345.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -94001.562500 Penalty: 2248.254395
	Iteration 0F: 3 clusters Score -94001.56 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -94475.820312 Penalty: 2248.254395
	Iteration 1F: 3 clusters Score -94475.82 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -94654.351562 Penalty: 2248.254395
	Iteration 2F: 3 clusters Score -94654.35 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -94815.562500 Penalty: 2248.254395
	Iteration 3F: 3 clusters Score -94815.56 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -94907.875000 Penalty: 2248.254395
	Iteration 4F: 3 clusters Score -94907.88 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -94947.984375 Penalty: 2248.254395
	Iteration 5Q: 3 clusters Score -94947.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -94967.851562 Penalty: 2248.254395
	Iteration 6Q: 3 clusters Score -94967.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -94975.312500 Penalty: 2248.254395
	Iteration 7Q: 3 clusters Score -94975.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -94976.171875 Penalty: 2248.254395
	Iteration 8Q: 3 clusters Score -94976.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -94976.171875 Penalty: 2248.254395
	Iteration 9F: 3 clusters Score -94976.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (83933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83933 members 
Entering Unmasked Estep 
Score: -9889143.000000 Penalty: 1842.388306
	Iteration 0F: 2 clusters Score -9889143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41547 members 
Mstep: Class 2 contains 42386 members 
Entering Unmasked Estep 
Score: -9833091.000000 Penalty: 3684.776611
	Iteration 0F: 3 clusters Score -9833091 nChanged 40024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 49072 members 
Entering Unmasked Estep 
Score: -9857406.000000 Penalty: 3684.776611
	Iteration 1F: 3 clusters Score -9857406 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 52908 members 
Entering Unmasked Estep 
Score: -9859453.000000 Penalty: 3684.776611
	Iteration 2F: 3 clusters Score -9859453 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 58214 members 
Entering Unmasked Estep 
Score: -9862896.000000 Penalty: 3684.776611
	Iteration 3F: 3 clusters Score -9862896 nChanged 6894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 64992 members 
Entering Unmasked Estep 
Score: -9868437.000000 Penalty: 3684.776611
	Iteration 4F: 3 clusters Score -9868437 nChanged 7416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 72390 members 
Entering Unmasked Estep 
Score: -9875628.000000 Penalty: 3684.776611
	Iteration 5F: 3 clusters Score -9875628 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 78523 members 
Entering Unmasked Estep 
Score: -9881949.000000 Penalty: 3684.776611
	Iteration 6F: 3 clusters Score -9881949 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 82014 members 
Entering Unmasked Estep 
Score: -9885585.000000 Penalty: 3684.776611
	Iteration 7Q: 3 clusters Score -9885585 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 83355 members 
Entering Unmasked Estep 
Score: -9886922.000000 Penalty: 3684.776611
	Iteration 8Q: 3 clusters Score -9886922 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 83721 members 
Entering Unmasked Estep 
Score: -9887290.000000 Penalty: 3684.776611
	Iteration 9Q: 3 clusters Score -9887290 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 83790 members 
Entering Unmasked Estep 
Score: -9887402.000000 Penalty: 3684.776611
	Iteration 10Q: 3 clusters Score -9887402 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 83808 members 
Entering Unmasked Estep 
Score: -9887459.000000 Penalty: 3684.776611
	Iteration 11Q: 3 clusters Score -9887459 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 83814 members 
Entering Unmasked Estep 
Score: -9887490.000000 Penalty: 3684.776611
	Iteration 12Q: 3 clusters Score -9887490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 83817 members 
Entering Unmasked Estep 
Score: -9887504.000000 Penalty: 3684.776611
	Iteration 13Q: 3 clusters Score -9887504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 83816 members 
Entering Unmasked Estep 
Score: -9887511.000000 Penalty: 3684.776611
	Iteration 14Q: 3 clusters Score -9887511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 83815 members 
Entering Unmasked Estep 
Score: -9887514.000000 Penalty: 3684.776611
	Iteration 15Q: 3 clusters Score -9887514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 83816 members 
Entering Unmasked Estep 
Score: -9887519.000000 Penalty: 3684.776611
	Iteration 16Q: 3 clusters Score -9887519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 83817 members 
Entering Unmasked Estep 
Score: -9887522.000000 Penalty: 3684.776611
	Iteration 17Q: 3 clusters Score -9887522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 83816 members 
Entering Unmasked Estep 
Score: -9887523.000000 Penalty: 3684.776611
	Iteration 18Q: 3 clusters Score -9887523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 83815 members 
Entering Unmasked Estep 
Score: -9887526.000000 Penalty: 3684.776611
	Iteration 19Q: 3 clusters Score -9887526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 83815 members 
Entering Unmasked Estep 
Score: -9887526.000000 Penalty: 3684.776611
	Iteration 20F: 3 clusters Score -9887526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Entering Unmasked Estep 
Score: -35298.691406 Penalty: 972.798462
	Iteration 0F: 2 clusters Score -35298.69 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 207 members 
Entering Unmasked Estep 
Score: -34333.515625 Penalty: 1945.596924
	Iteration 0F: 3 clusters Score -34333.52 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -34500.101562 Penalty: 1945.596924
	Iteration 1F: 3 clusters Score -34500.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -34647.304688 Penalty: 1945.596924
	Iteration 2F: 3 clusters Score -34647.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -34781.851562 Penalty: 1945.596924
	Iteration 3F: 3 clusters Score -34781.85 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -34889.281250 Penalty: 1945.596924
	Iteration 4F: 3 clusters Score -34889.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -34927.597656 Penalty: 1945.596924
	Iteration 5Q: 3 clusters Score -34927.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -34938.078125 Penalty: 1945.596924
	Iteration 6Q: 3 clusters Score -34938.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -34950.507812 Penalty: 1945.596924
	Iteration 7Q: 3 clusters Score -34950.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -34958.585938 Penalty: 1945.596924
	Iteration 8Q: 3 clusters Score -34958.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -34965.742188 Penalty: 1945.596924
	Iteration 9Q: 3 clusters Score -34965.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -34968.125000 Penalty: 1945.596924
	Iteration 10Q: 3 clusters Score -34968.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -34968.125000 Penalty: 1945.596924
	Iteration 11F: 3 clusters Score -34968.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Entering Unmasked Estep 
Score: -22176.113281 Penalty: 948.156738
	Iteration 0F: 2 clusters Score -22176.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -21366.542969 Penalty: 1896.313477
	Iteration 0F: 3 clusters Score -21366.54 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -21577.304688 Penalty: 1896.313477
	Iteration 1F: 3 clusters Score -21577.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -21663.009766 Penalty: 1896.313477
	Iteration 2F: 3 clusters Score -21663.01 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21754.992188 Penalty: 1896.313477
	Iteration 3F: 3 clusters Score -21754.99 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -21830.726562 Penalty: 1896.313477
	Iteration 4F: 3 clusters Score -21830.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -21872.457031 Penalty: 1896.313477
	Iteration 5Q: 3 clusters Score -21872.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -21900.154297 Penalty: 1896.313477
	Iteration 6Q: 3 clusters Score -21900.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -21936.787109 Penalty: 1896.313477
	Iteration 7Q: 3 clusters Score -21936.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -21940.328125 Penalty: 1896.313477
	Iteration 8Q: 3 clusters Score -21940.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -21947.787109 Penalty: 1896.313477
	Iteration 9Q: 3 clusters Score -21947.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -21949.724609 Penalty: 1896.313477
	Iteration 10Q: 3 clusters Score -21949.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -21949.724609 Penalty: 1896.313477
	Iteration 11F: 3 clusters Score -21949.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (25152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Entering Unmasked Estep 
Score: -2985640.000000 Penalty: 1646.562500
	Iteration 0F: 2 clusters Score -2985640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -2968530.000000 Penalty: 3293.125000
	Iteration 0F: 3 clusters Score -2968530 nChanged 11536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -2974983.250000 Penalty: 3293.125000
	Iteration 1F: 3 clusters Score -2974983 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -2975280.250000 Penalty: 3293.125000
	Iteration 2Q: 3 clusters Score -2975280 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -2975541.000000 Penalty: 3293.125000
	Iteration 3Q: 3 clusters Score -2975541 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -2975831.000000 Penalty: 3293.125000
	Iteration 4Q: 3 clusters Score -2975831 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -2976143.000000 Penalty: 3293.125000
	Iteration 5Q: 3 clusters Score -2976143 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -2976541.250000 Penalty: 3293.125000
	Iteration 6Q: 3 clusters Score -2976541 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -2977134.250000 Penalty: 3293.125000
	Iteration 7Q: 3 clusters Score -2977134 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -2978054.000000 Penalty: 3293.125000
	Iteration 8F: 3 clusters Score -2978054 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -2979369.000000 Penalty: 3293.125000
	Iteration 9F: 3 clusters Score -2979369 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -2980866.250000 Penalty: 3293.125000
	Iteration 10F: 3 clusters Score -2980866 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -2982263.250000 Penalty: 3293.125000
	Iteration 11F: 3 clusters Score -2982263 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -2983300.500000 Penalty: 3293.125000
	Iteration 12Q: 3 clusters Score -2983300 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -2983824.250000 Penalty: 3293.125000
	Iteration 13Q: 3 clusters Score -2983824 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
Score: -2983998.250000 Penalty: 3293.125000
	Iteration 14Q: 3 clusters Score -2983998 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -2984070.000000 Penalty: 3293.125000
	Iteration 15Q: 3 clusters Score -2984070 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -2984116.500000 Penalty: 3293.125000
	Iteration 16Q: 3 clusters Score -2984116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -2984138.000000 Penalty: 3293.125000
	Iteration 17Q: 3 clusters Score -2984138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -2984157.250000 Penalty: 3293.125000
	Iteration 18Q: 3 clusters Score -2984157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -2984172.250000 Penalty: 3293.125000
	Iteration 19Q: 3 clusters Score -2984172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -2984195.000000 Penalty: 3293.125000
	Iteration 20F: 3 clusters Score -2984195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -2984208.500000 Penalty: 3293.125000
	Iteration 21Q: 3 clusters Score -2984208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -2984211.500000 Penalty: 3293.125000
	Iteration 22Q: 3 clusters Score -2984212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -2984221.000000 Penalty: 3293.125000
	Iteration 23Q: 3 clusters Score -2984221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -2984227.500000 Penalty: 3293.125000
	Iteration 24Q: 3 clusters Score -2984228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -2984227.500000 Penalty: 3293.125000
	Iteration 25F: 3 clusters Score -2984228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (49373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49373 members 
Entering Unmasked Estep 
Score: -5920098.500000 Penalty: 1756.163452
	Iteration 0F: 2 clusters Score -5920098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -5886919.500000 Penalty: 3512.326904
	Iteration 0F: 3 clusters Score -5886920 nChanged 23201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 24854 members 
Entering Unmasked Estep 
Score: -5899936.500000 Penalty: 3512.326904
	Iteration 1F: 3 clusters Score -5899936 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 25011 members 
Entering Unmasked Estep 
Score: -5900327.000000 Penalty: 3512.326904
	Iteration 2Q: 3 clusters Score -5900327 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -5900661.500000 Penalty: 3512.326904
	Iteration 3Q: 3 clusters Score -5900662 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -5900942.500000 Penalty: 3512.326904
	Iteration 4Q: 3 clusters Score -5900942 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -5901311.500000 Penalty: 3512.326904
	Iteration 5Q: 3 clusters Score -5901312 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -5901680.000000 Penalty: 3512.326904
	Iteration 6Q: 3 clusters Score -5901680 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -5902184.500000 Penalty: 3512.326904
	Iteration 7Q: 3 clusters Score -5902184 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -5902978.500000 Penalty: 3512.326904
	Iteration 8Q: 3 clusters Score -5902978 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -5904231.500000 Penalty: 3512.326904
	Iteration 9Q: 3 clusters Score -5904232 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 29173 members 
Entering Unmasked Estep 
Score: -5906362.000000 Penalty: 3512.326904
	Iteration 10F: 3 clusters Score -5906362 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 29864 members 
Entering Unmasked Estep 
Score: -5908900.500000 Penalty: 3512.326904
	Iteration 11F: 3 clusters Score -5908900 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 30227 members 
Entering Unmasked Estep 
Score: -5910681.500000 Penalty: 3512.326904
	Iteration 12F: 3 clusters Score -5910682 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 30433 members 
Entering Unmasked Estep 
Score: -5911524.500000 Penalty: 3512.326904
	Iteration 13Q: 3 clusters Score -5911524 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 30579 members 
Entering Unmasked Estep 
Score: -5911896.500000 Penalty: 3512.326904
	Iteration 14Q: 3 clusters Score -5911896 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 30729 members 
Entering Unmasked Estep 
Score: -5912187.000000 Penalty: 3512.326904
	Iteration 15Q: 3 clusters Score -5912187 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 30805 members 
Entering Unmasked Estep 
Score: -5912471.000000 Penalty: 3512.326904
	Iteration 16Q: 3 clusters Score -5912471 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 30847 members 
Entering Unmasked Estep 
Score: -5912798.000000 Penalty: 3512.326904
	Iteration 17Q: 3 clusters Score -5912798 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 30799 members 
Entering Unmasked Estep 
Score: -5913196.000000 Penalty: 3512.326904
	Iteration 18Q: 3 clusters Score -5913196 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 30656 members 
Entering Unmasked Estep 
Score: -5913524.000000 Penalty: 3512.326904
	Iteration 19Q: 3 clusters Score -5913524 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -5913900.000000 Penalty: 3512.326904
	Iteration 20F: 3 clusters Score -5913900 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -5914300.500000 Penalty: 3512.326904
	Iteration 21Q: 3 clusters Score -5914300 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 29679 members 
Entering Unmasked Estep 
Score: -5914630.000000 Penalty: 3512.326904
	Iteration 22Q: 3 clusters Score -5914630 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 29264 members 
Entering Unmasked Estep 
Score: -5914963.000000 Penalty: 3512.326904
	Iteration 23Q: 3 clusters Score -5914963 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
Score: -5915215.500000 Penalty: 3512.326904
	Iteration 24Q: 3 clusters Score -5915216 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 28494 members 
Entering Unmasked Estep 
Score: -5915408.500000 Penalty: 3512.326904
	Iteration 25Q: 3 clusters Score -5915408 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -5915523.500000 Penalty: 3512.326904
	Iteration 26Q: 3 clusters Score -5915524 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 27917 members 
Entering Unmasked Estep 
Score: -5915639.500000 Penalty: 3512.326904
	Iteration 27Q: 3 clusters Score -5915640 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 27677 members 
Entering Unmasked Estep 
Score: -5915680.000000 Penalty: 3512.326904
	Iteration 28Q: 3 clusters Score -5915680 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -5915737.000000 Penalty: 3512.326904
	Iteration 29Q: 3 clusters Score -5915737 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -5915773.000000 Penalty: 3512.326904
	Iteration 30Q: 3 clusters Score -5915773 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
Score: -5915805.500000 Penalty: 3512.326904
	Iteration 31Q: 3 clusters Score -5915806 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -5915825.000000 Penalty: 3512.326904
	Iteration 32Q: 3 clusters Score -5915825 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -5915835.000000 Penalty: 3512.326904
	Iteration 33Q: 3 clusters Score -5915835 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -5915872.500000 Penalty: 3512.326904
	Iteration 34Q: 3 clusters Score -5915872 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -5915890.500000 Penalty: 3512.326904
	Iteration 35Q: 3 clusters Score -5915890 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -5915947.500000 Penalty: 3512.326904
	Iteration 36Q: 3 clusters Score -5915948 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5915959 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5915975 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -5915994.500000 Penalty: 3512.326904
	Iteration 39Q: 3 clusters Score -5915994 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -5916007.500000 Penalty: 3512.326904
	Iteration 40F: 3 clusters Score -5916008 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -5916040.000000 Penalty: 3512.326904
	Iteration 41Q: 3 clusters Score -5916040 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -5916058.000000 Penalty: 3512.326904
	Iteration 42Q: 3 clusters Score -5916058 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 24056 members 
Entering Unmasked Estep 
Score: -5916092.000000 Penalty: 3512.326904
	Iteration 43Q: 3 clusters Score -5916092 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -5916118.500000 Penalty: 3512.326904
	Iteration 44Q: 3 clusters Score -5916118 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -5916136.000000 Penalty: 3512.326904
	Iteration 45Q: 3 clusters Score -5916136 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26280 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -5916141.000000 Penalty: 3512.326904
	Iteration 46Q: 3 clusters Score -5916141 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -5916156.500000 Penalty: 3512.326904
	Iteration 47Q: 3 clusters Score -5916156 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -5916183.500000 Penalty: 3512.326904
	Iteration 48Q: 3 clusters Score -5916184 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -5916215.000000 Penalty: 3512.326904
	Iteration 49Q: 3 clusters Score -5916215 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -5916242.500000 Penalty: 3512.326904
	Iteration 50Q: 3 clusters Score -5916242 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27550 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -5916275.000000 Penalty: 3512.326904
	Iteration 51Q: 3 clusters Score -5916275 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -5916304.500000 Penalty: 3512.326904
	Iteration 52Q: 3 clusters Score -5916304 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -5916312.500000 Penalty: 3512.326904
	Iteration 53Q: 3 clusters Score -5916312 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -5916324.500000 Penalty: 3512.326904
	Iteration 54Q: 3 clusters Score -5916324 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -5916348.000000 Penalty: 3512.326904
	Iteration 55Q: 3 clusters Score -5916348 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -5916371.000000 Penalty: 3512.326904
	Iteration 56Q: 3 clusters Score -5916371 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -5916386.500000 Penalty: 3512.326904
	Iteration 57Q: 3 clusters Score -5916386 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29171 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -5916408.000000 Penalty: 3512.326904
	Iteration 58Q: 3 clusters Score -5916408 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29409 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -5916424.000000 Penalty: 3512.326904
	Iteration 59Q: 3 clusters Score -5916424 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -5916450.500000 Penalty: 3512.326904
	Iteration 60F: 3 clusters Score -5916450 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29930 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -5916468.500000 Penalty: 3512.326904
	Iteration 61Q: 3 clusters Score -5916468 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30191 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -5916503.000000 Penalty: 3512.326904
	Iteration 62Q: 3 clusters Score -5916503 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30441 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -5916530.500000 Penalty: 3512.326904
	Iteration 63Q: 3 clusters Score -5916530 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -5916569.500000 Penalty: 3512.326904
	Iteration 64Q: 3 clusters Score -5916570 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -5916584.000000 Penalty: 3512.326904
	Iteration 65Q: 3 clusters Score -5916584 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31279 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -5916609.500000 Penalty: 3512.326904
	Iteration 66Q: 3 clusters Score -5916610 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -5916659.500000 Penalty: 3512.326904
	Iteration 67Q: 3 clusters Score -5916660 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31858 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -5916672.500000 Penalty: 3512.326904
	Iteration 68Q: 3 clusters Score -5916672 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32126 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -5916693.000000 Penalty: 3512.326904
	Iteration 69Q: 3 clusters Score -5916693 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32368 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -5916699.000000 Penalty: 3512.326904
	Iteration 70Q: 3 clusters Score -5916699 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -5916707.500000 Penalty: 3512.326904
	Iteration 71Q: 3 clusters Score -5916708 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32805 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -5916727.500000 Penalty: 3512.326904
	Iteration 72Q: 3 clusters Score -5916728 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -5916754.500000 Penalty: 3512.326904
	Iteration 73Q: 3 clusters Score -5916754 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -5916788.500000 Penalty: 3512.326904
	Iteration 74Q: 3 clusters Score -5916788 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33471 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -5916828.000000 Penalty: 3512.326904
	Iteration 75Q: 3 clusters Score -5916828 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33692 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -5916846.500000 Penalty: 3512.326904
	Iteration 76Q: 3 clusters Score -5916846 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33906 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -5916857.000000 Penalty: 3512.326904
	Iteration 77Q: 3 clusters Score -5916857 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34114 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -5916836.500000 Penalty: 3512.326904
	Iteration 78Q: 3 clusters Score -5916836 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34305 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -5916888.500000 Penalty: 3512.326904
	Iteration 79Q: 3 clusters Score -5916888 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34502 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -5916933.500000 Penalty: 3512.326904
	Iteration 80F: 3 clusters Score -5916934 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34705 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -5916979.500000 Penalty: 3512.326904
	Iteration 81Q: 3 clusters Score -5916980 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -5916972.000000 Penalty: 3512.326904
	Iteration 82Q: 3 clusters Score -5916972 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35096 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -5916993.500000 Penalty: 3512.326904
	Iteration 83Q: 3 clusters Score -5916994 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35323 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -5917016.500000 Penalty: 3512.326904
	Iteration 84Q: 3 clusters Score -5917016 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35543 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -5917045.500000 Penalty: 3512.326904
	Iteration 85Q: 3 clusters Score -5917046 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35744 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -5917064.000000 Penalty: 3512.326904
	Iteration 86Q: 3 clusters Score -5917064 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -5917082.000000 Penalty: 3512.326904
	Iteration 87Q: 3 clusters Score -5917082 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36206 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -5917116.500000 Penalty: 3512.326904
	Iteration 88Q: 3 clusters Score -5917116 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -5917163.500000 Penalty: 3512.326904
	Iteration 89Q: 3 clusters Score -5917164 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36755 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -5917194.000000 Penalty: 3512.326904
	Iteration 90Q: 3 clusters Score -5917194 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -5917192.000000 Penalty: 3512.326904
	Iteration 91Q: 3 clusters Score -5917192 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37329 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -5917219.000000 Penalty: 3512.326904
	Iteration 92Q: 3 clusters Score -5917219 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37663 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -5917291.000000 Penalty: 3512.326904
	Iteration 93Q: 3 clusters Score -5917291 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38010 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -5917316.000000 Penalty: 3512.326904
	Iteration 94Q: 3 clusters Score -5917316 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38335 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -5917349.000000 Penalty: 3512.326904
	Iteration 95Q: 3 clusters Score -5917349 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38626 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -5917364.000000 Penalty: 3512.326904
	Iteration 96Q: 3 clusters Score -5917364 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38946 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -5917388.000000 Penalty: 3512.326904
	Iteration 97Q: 3 clusters Score -5917388 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39218 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -5917436.000000 Penalty: 3512.326904
	Iteration 98Q: 3 clusters Score -5917436 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39499 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -5917449.500000 Penalty: 3512.326904
	Iteration 99Q: 3 clusters Score -5917450 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39802 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -5917475.500000 Penalty: 3512.326904
	Iteration 100F: 3 clusters Score -5917476 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40115 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -5917554.000000 Penalty: 3512.326904
	Iteration 101Q: 3 clusters Score -5917554 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40455 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -5917608.500000 Penalty: 3512.326904
	Iteration 102Q: 3 clusters Score -5917608 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -5917676.000000 Penalty: 3512.326904
	Iteration 103Q: 3 clusters Score -5917676 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41137 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -5917728.500000 Penalty: 3512.326904
	Iteration 104Q: 3 clusters Score -5917728 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41498 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -5917804.000000 Penalty: 3512.326904
	Iteration 105Q: 3 clusters Score -5917804 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41823 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -5917875.000000 Penalty: 3512.326904
	Iteration 106Q: 3 clusters Score -5917875 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42120 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -5917924.000000 Penalty: 3512.326904
	Iteration 107Q: 3 clusters Score -5917924 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42410 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -5917977.500000 Penalty: 3512.326904
	Iteration 108Q: 3 clusters Score -5917978 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42682 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -5918029.000000 Penalty: 3512.326904
	Iteration 109Q: 3 clusters Score -5918029 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42914 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -5918074.000000 Penalty: 3512.326904
	Iteration 110Q: 3 clusters Score -5918074 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43137 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -5918116.500000 Penalty: 3512.326904
	Iteration 111Q: 3 clusters Score -5918116 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43342 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -5918148.500000 Penalty: 3512.326904
	Iteration 112Q: 3 clusters Score -5918148 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43539 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -5918165.000000 Penalty: 3512.326904
	Iteration 113Q: 3 clusters Score -5918165 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43732 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -5918171.500000 Penalty: 3512.326904
	Iteration 114Q: 3 clusters Score -5918172 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43914 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -5918221.000000 Penalty: 3512.326904
	Iteration 115Q: 3 clusters Score -5918221 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44093 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -5918251.500000 Penalty: 3512.326904
	Iteration 116Q: 3 clusters Score -5918252 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44259 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -5918293.000000 Penalty: 3512.326904
	Iteration 117Q: 3 clusters Score -5918293 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44426 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -5918322.000000 Penalty: 3512.326904
	Iteration 118Q: 3 clusters Score -5918322 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44589 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -5918348.000000 Penalty: 3512.326904
	Iteration 119Q: 3 clusters Score -5918348 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44740 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -5918370.500000 Penalty: 3512.326904
	Iteration 120F: 3 clusters Score -5918370 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44871 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -5918401.500000 Penalty: 3512.326904
	Iteration 121Q: 3 clusters Score -5918402 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44989 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -5918445.500000 Penalty: 3512.326904
	Iteration 122Q: 3 clusters Score -5918446 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45106 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -5918453.000000 Penalty: 3512.326904
	Iteration 123Q: 3 clusters Score -5918453 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45224 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -5918484.000000 Penalty: 3512.326904
	Iteration 124Q: 3 clusters Score -5918484 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45325 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -5918509.500000 Penalty: 3512.326904
	Iteration 125Q: 3 clusters Score -5918510 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45418 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -5918516.000000 Penalty: 3512.326904
	Iteration 126Q: 3 clusters Score -5918516 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45502 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -5918532.500000 Penalty: 3512.326904
	Iteration 127Q: 3 clusters Score -5918532 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45581 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -5918535.500000 Penalty: 3512.326904
	Iteration 128Q: 3 clusters Score -5918536 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45643 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -5918545.000000 Penalty: 3512.326904
	Iteration 129Q: 3 clusters Score -5918545 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45688 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -5918561.500000 Penalty: 3512.326904
	Iteration 130Q: 3 clusters Score -5918562 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45732 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -5918562.500000 Penalty: 3512.326904
	Iteration 131Q: 3 clusters Score -5918562 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45782 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -5918556.500000 Penalty: 3512.326904
	Iteration 132Q: 3 clusters Score -5918556 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45826 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -5918563.000000 Penalty: 3512.326904
	Iteration 133Q: 3 clusters Score -5918563 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45877 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -5918573.500000 Penalty: 3512.326904
	Iteration 134Q: 3 clusters Score -5918574 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45919 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -5918571.500000 Penalty: 3512.326904
	Iteration 135Q: 3 clusters Score -5918572 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45954 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -5918578.500000 Penalty: 3512.326904
	Iteration 136Q: 3 clusters Score -5918578 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45980 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -5918577.500000 Penalty: 3512.326904
	Iteration 137Q: 3 clusters Score -5918578 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46006 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -5918577.000000 Penalty: 3512.326904
	Iteration 138Q: 3 clusters Score -5918577 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46031 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -5918582.500000 Penalty: 3512.326904
	Iteration 139Q: 3 clusters Score -5918582 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46052 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -5918585.000000 Penalty: 3512.326904
	Iteration 140F: 3 clusters Score -5918585 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46078 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -5918584.000000 Penalty: 3512.326904
	Iteration 141Q: 3 clusters Score -5918584 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46105 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -5918592.000000 Penalty: 3512.326904
	Iteration 142Q: 3 clusters Score -5918592 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46136 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -5918604.000000 Penalty: 3512.326904
	Iteration 143Q: 3 clusters Score -5918604 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46162 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -5918611.500000 Penalty: 3512.326904
	Iteration 144Q: 3 clusters Score -5918612 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46195 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -5918620.500000 Penalty: 3512.326904
	Iteration 145Q: 3 clusters Score -5918620 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46220 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -5918628.000000 Penalty: 3512.326904
	Iteration 146Q: 3 clusters Score -5918628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46241 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -5918630.000000 Penalty: 3512.326904
	Iteration 147Q: 3 clusters Score -5918630 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46258 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -5918628.500000 Penalty: 3512.326904
	Iteration 148Q: 3 clusters Score -5918628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46270 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -5918629.500000 Penalty: 3512.326904
	Iteration 149Q: 3 clusters Score -5918630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46283 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -5918628.500000 Penalty: 3512.326904
	Iteration 150Q: 3 clusters Score -5918628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46293 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -5918630.000000 Penalty: 3512.326904
	Iteration 151Q: 3 clusters Score -5918630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46304 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -5918635.000000 Penalty: 3512.326904
	Iteration 152Q: 3 clusters Score -5918635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46311 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -5918632.500000 Penalty: 3512.326904
	Iteration 153Q: 3 clusters Score -5918632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46315 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -5918636.500000 Penalty: 3512.326904
	Iteration 154Q: 3 clusters Score -5918636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46323 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -5918636.000000 Penalty: 3512.326904
	Iteration 155Q: 3 clusters Score -5918636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46330 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -5918630.000000 Penalty: 3512.326904
	Iteration 156Q: 3 clusters Score -5918630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46341 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -5918634.000000 Penalty: 3512.326904
	Iteration 157Q: 3 clusters Score -5918634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46352 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -5918633.000000 Penalty: 3512.326904
	Iteration 158Q: 3 clusters Score -5918633 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46363 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -5918639.000000 Penalty: 3512.326904
	Iteration 159Q: 3 clusters Score -5918639 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46377 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -5918648.000000 Penalty: 3512.326904
	Iteration 160F: 3 clusters Score -5918648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46390 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -5918648.500000 Penalty: 3512.326904
	Iteration 161Q: 3 clusters Score -5918648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46401 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -5918650.000000 Penalty: 3512.326904
	Iteration 162Q: 3 clusters Score -5918650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46409 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -5918646.500000 Penalty: 3512.326904
	Iteration 163Q: 3 clusters Score -5918646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46420 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -5918651.000000 Penalty: 3512.326904
	Iteration 164Q: 3 clusters Score -5918651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46432 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -5918655.500000 Penalty: 3512.326904
	Iteration 165Q: 3 clusters Score -5918656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46438 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -5918661.000000 Penalty: 3512.326904
	Iteration 166Q: 3 clusters Score -5918661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46450 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -5918665.000000 Penalty: 3512.326904
	Iteration 167Q: 3 clusters Score -5918665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46458 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -5918669.500000 Penalty: 3512.326904
	Iteration 168Q: 3 clusters Score -5918670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46466 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -5918669.500000 Penalty: 3512.326904
	Iteration 169Q: 3 clusters Score -5918670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46477 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -5918673.000000 Penalty: 3512.326904
	Iteration 170Q: 3 clusters Score -5918673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46487 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -5918667.000000 Penalty: 3512.326904
	Iteration 171Q: 3 clusters Score -5918667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46493 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -5918671.000000 Penalty: 3512.326904
	Iteration 172Q: 3 clusters Score -5918671 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46504 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -5918687.500000 Penalty: 3512.326904
	Iteration 173Q: 3 clusters Score -5918688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46523 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -5918683.000000 Penalty: 3512.326904
	Iteration 174Q: 3 clusters Score -5918683 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46543 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -5918680.000000 Penalty: 3512.326904
	Iteration 175Q: 3 clusters Score -5918680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46563 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -5918683.000000 Penalty: 3512.326904
	Iteration 176Q: 3 clusters Score -5918683 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46585 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -5918682.500000 Penalty: 3512.326904
	Iteration 177Q: 3 clusters Score -5918682 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46609 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -5918690.000000 Penalty: 3512.326904
	Iteration 178Q: 3 clusters Score -5918690 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46626 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -5918692.000000 Penalty: 3512.326904
	Iteration 179Q: 3 clusters Score -5918692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46633 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -5918697.000000 Penalty: 3512.326904
	Iteration 180F: 3 clusters Score -5918697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46643 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -5918702.000000 Penalty: 3512.326904
	Iteration 181Q: 3 clusters Score -5918702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46648 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -5918700.000000 Penalty: 3512.326904
	Iteration 182Q: 3 clusters Score -5918700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46651 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -5918702.500000 Penalty: 3512.326904
	Iteration 183Q: 3 clusters Score -5918702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46650 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -5918701.000000 Penalty: 3512.326904
	Iteration 184Q: 3 clusters Score -5918701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46650 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -5918701.000000 Penalty: 3512.326904
	Iteration 185F: 3 clusters Score -5918701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (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: -86761.390625 Penalty: 1090.855469
	Iteration 0F: 2 clusters Score -86761.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -85471.976562 Penalty: 2181.710938
	Iteration 0F: 3 clusters Score -85471.98 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -85699.203125 Penalty: 2181.710938
	Iteration 1F: 3 clusters Score -85699.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -85787.398438 Penalty: 2181.710938
	Iteration 2F: 3 clusters Score -85787.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -85826.351562 Penalty: 2181.710938
	Iteration 3Q: 3 clusters Score -85826.35 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -85854.890625 Penalty: 2181.710938
	Iteration 4Q: 3 clusters Score -85854.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -85870.390625 Penalty: 2181.710938
	Iteration 5Q: 3 clusters Score -85870.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -85888.890625 Penalty: 2181.710938
	Iteration 6Q: 3 clusters Score -85888.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -85909.195312 Penalty: 2181.710938
	Iteration 7Q: 3 clusters Score -85909.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -85927.945312 Penalty: 2181.710938
	Iteration 8Q: 3 clusters Score -85927.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -85944.445312 Penalty: 2181.710938
	Iteration 9Q: 3 clusters Score -85944.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -85965.046875 Penalty: 2181.710938
	Iteration 10Q: 3 clusters Score -85965.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -85987.171875 Penalty: 2181.710938
	Iteration 11Q: 3 clusters Score -85987.17 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -86009.210938 Penalty: 2181.710938
	Iteration 12Q: 3 clusters Score -86009.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -86034.937500 Penalty: 2181.710938
	Iteration 13Q: 3 clusters Score -86034.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -86043.062500 Penalty: 2181.710938
	Iteration 14Q: 3 clusters Score -86043.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -86049.820312 Penalty: 2181.710938
	Iteration 15Q: 3 clusters Score -86049.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -86053.156250 Penalty: 2181.710938
	Iteration 16Q: 3 clusters Score -86053.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -86054.187500 Penalty: 2181.710938
	Iteration 17Q: 3 clusters Score -86054.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -86054.945312 Penalty: 2181.710938
	Iteration 18Q: 3 clusters Score -86054.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -86054.945312 Penalty: 2181.710938
	Iteration 19F: 3 clusters Score -86054.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (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: -10263234.000000 Penalty: 1846.632324
	Iteration 0F: 2 clusters Score -1.026323e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42889 members 
Mstep: Class 2 contains 43265 members 
Entering Unmasked Estep 
Score: -10206256.000000 Penalty: 3693.264648
	Iteration 0F: 3 clusters Score -1.020626e+07 nChanged 41131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39936 members 
Mstep: Class 2 contains 46218 members 
Entering Unmasked Estep 
Score: -10230194.000000 Penalty: 3693.264648
	Iteration 1F: 3 clusters Score -1.023019e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38157 members 
Mstep: Class 2 contains 47997 members 
Entering Unmasked Estep 
Score: -10230772.000000 Penalty: 3693.264648
	Iteration 2Q: 3 clusters Score -1.023077e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35516 members 
Mstep: Class 2 contains 50638 members 
Entering Unmasked Estep 
Score: -10231778.000000 Penalty: 3693.264648
	Iteration 3Q: 3 clusters Score -1.023178e+07 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31564 members 
Mstep: Class 2 contains 54590 members 
Entering Unmasked Estep 
Score: -10233671.000000 Penalty: 3693.264648
	Iteration 4Q: 3 clusters Score -1.023367e+07 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 60244 members 
Entering Unmasked Estep 
Score: -10237263.000000 Penalty: 3693.264648
	Iteration 5F: 3 clusters Score -1.023726e+07 nChanged 7355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 67585 members 
Entering Unmasked Estep 
Score: -10243331.000000 Penalty: 3693.264648
	Iteration 6F: 3 clusters Score -1.024333e+07 nChanged 8125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 75708 members 
Entering Unmasked Estep 
Score: -10251452.000000 Penalty: 3693.264648
	Iteration 7F: 3 clusters Score -1.025145e+07 nChanged 6341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 82049 members 
Entering Unmasked Estep 
Score: -10257960.000000 Penalty: 3693.264648
	Iteration 8F: 3 clusters Score -1.025796e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 84957 members 
Entering Unmasked Estep 
Score: -10260576.000000 Penalty: 3693.264648
	Iteration 9Q: 3 clusters Score -1.026058e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 85807 members 
Entering Unmasked Estep 
Score: -10261256.000000 Penalty: 3693.264648
	Iteration 10Q: 3 clusters Score -1.026126e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 85989 members 
Entering Unmasked Estep 
Score: -10261451.000000 Penalty: 3693.264648
	Iteration 11Q: 3 clusters Score -1.026145e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 86026 members 
Entering Unmasked Estep 
Score: -10261528.000000 Penalty: 3693.264648
	Iteration 12Q: 3 clusters Score -1.026153e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 86034 members 
Entering Unmasked Estep 
Score: -10261552.000000 Penalty: 3693.264648
	Iteration 13Q: 3 clusters Score -1.026155e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 86039 members 
Entering Unmasked Estep 
Score: -10261568.000000 Penalty: 3693.264648
	Iteration 14Q: 3 clusters Score -1.026157e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 86047 members 
Entering Unmasked Estep 
Score: -10261586.000000 Penalty: 3693.264648
	Iteration 15Q: 3 clusters Score -1.026159e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 86048 members 
Entering Unmasked Estep 
Score: -10261595.000000 Penalty: 3693.264648
	Iteration 16Q: 3 clusters Score -1.02616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 86048 members 
Entering Unmasked Estep 
Score: -10261604.000000 Penalty: 3693.264648
	Iteration 17Q: 3 clusters Score -1.02616e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 86048 members 
Entering Unmasked Estep 
Score: -10261604.000000 Penalty: 3693.264648
	Iteration 18F: 3 clusters Score -1.02616e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (106684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106684 members 
Entering Unmasked Estep 
Score: -12668740.000000 Penalty: 1881.364258
	Iteration 0F: 2 clusters Score -1.266874e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53493 members 
Mstep: Class 2 contains 53191 members 
Entering Unmasked Estep 
Score: -12602365.000000 Penalty: 3762.728516
	Iteration 0F: 3 clusters Score -1.260236e+07 nChanged 50958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55137 members 
Mstep: Class 2 contains 51547 members 
Entering Unmasked Estep 
Score: -12631537.000000 Penalty: 3762.728516
	Iteration 1F: 3 clusters Score -1.263154e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56070 members 
Mstep: Class 2 contains 50614 members 
Entering Unmasked Estep 
Score: -12632515.000000 Penalty: 3762.728516
	Iteration 2Q: 3 clusters Score -1.263252e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57383 members 
Mstep: Class 2 contains 49301 members 
Entering Unmasked Estep 
Score: -12633708.000000 Penalty: 3762.728516
	Iteration 3Q: 3 clusters Score -1.263371e+07 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59142 members 
Mstep: Class 2 contains 47542 members 
Entering Unmasked Estep 
Score: -12635517.000000 Penalty: 3762.728516
	Iteration 4Q: 3 clusters Score -1.263552e+07 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61341 members 
Mstep: Class 2 contains 45343 members 
Entering Unmasked Estep 
Score: -12638408.000000 Penalty: 3762.728516
	Iteration 5Q: 3 clusters Score -1.263841e+07 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63738 members 
Mstep: Class 2 contains 42946 members 
Entering Unmasked Estep 
Score: -12642326.000000 Penalty: 3762.728516
	Iteration 6F: 3 clusters Score -1.264233e+07 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65886 members 
Mstep: Class 2 contains 40798 members 
Entering Unmasked Estep 
Score: -12647653.000000 Penalty: 3762.728516
	Iteration 7F: 3 clusters Score -1.264765e+07 nChanged 7101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67159 members 
Mstep: Class 2 contains 39525 members 
Entering Unmasked Estep 
Score: -12652803.000000 Penalty: 3762.728516
	Iteration 8F: 3 clusters Score -1.26528e+07 nChanged 6076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67475 members 
Mstep: Class 2 contains 39209 members 
Entering Unmasked Estep 
Score: -12656043.000000 Penalty: 3762.728516
	Iteration 9F: 3 clusters Score -1.265604e+07 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67306 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -12657403.000000 Penalty: 3762.728516
	Iteration 10Q: 3 clusters Score -1.26574e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66978 members 
Mstep: Class 2 contains 39706 members 
Entering Unmasked Estep 
Score: -12657881.000000 Penalty: 3762.728516
	Iteration 11Q: 3 clusters Score -1.265788e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66486 members 
Mstep: Class 2 contains 40198 members 
Entering Unmasked Estep 
Score: -12658286.000000 Penalty: 3762.728516
	Iteration 12Q: 3 clusters Score -1.265829e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65874 members 
Mstep: Class 2 contains 40810 members 
Entering Unmasked Estep 
Score: -12658697.000000 Penalty: 3762.728516
	Iteration 13Q: 3 clusters Score -1.26587e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65163 members 
Mstep: Class 2 contains 41521 members 
Entering Unmasked Estep 
Score: -12659171.000000 Penalty: 3762.728516
	Iteration 14Q: 3 clusters Score -1.265917e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64179 members 
Mstep: Class 2 contains 42505 members 
Entering Unmasked Estep 
Score: -12659830.000000 Penalty: 3762.728516
	Iteration 15Q: 3 clusters Score -1.265983e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62931 members 
Mstep: Class 2 contains 43753 members 
Entering Unmasked Estep 
Score: -12660732.000000 Penalty: 3762.728516
	Iteration 16Q: 3 clusters Score -1.266073e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61435 members 
Mstep: Class 2 contains 45249 members 
Entering Unmasked Estep 
Score: -12661770.000000 Penalty: 3762.728516
	Iteration 17Q: 3 clusters Score -1.266177e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59900 members 
Mstep: Class 2 contains 46784 members 
Entering Unmasked Estep 
Score: -12662556.000000 Penalty: 3762.728516
	Iteration 18Q: 3 clusters Score -1.266256e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58119 members 
Mstep: Class 2 contains 48565 members 
Entering Unmasked Estep 
Score: -12663407.000000 Penalty: 3762.728516
	Iteration 19Q: 3 clusters Score -1.266341e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56221 members 
Mstep: Class 2 contains 50463 members 
Entering Unmasked Estep 
Score: -12664226.000000 Penalty: 3762.728516
	Iteration 20F: 3 clusters Score -1.266423e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54172 members 
Mstep: Class 2 contains 52512 members 
Entering Unmasked Estep 
Score: -12664861.000000 Penalty: 3762.728516
	Iteration 21Q: 3 clusters Score -1.266486e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52051 members 
Mstep: Class 2 contains 54633 members 
Entering Unmasked Estep 
Score: -12665353.000000 Penalty: 3762.728516
	Iteration 22Q: 3 clusters Score -1.266535e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49911 members 
Mstep: Class 2 contains 56773 members 
Entering Unmasked Estep 
Score: -12665693.000000 Penalty: 3762.728516
	Iteration 23Q: 3 clusters Score -1.266569e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47841 members 
Mstep: Class 2 contains 58843 members 
Entering Unmasked Estep 
Score: -12665975.000000 Penalty: 3762.728516
	Iteration 24Q: 3 clusters Score -1.266598e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45854 members 
Mstep: Class 2 contains 60830 members 
Entering Unmasked Estep 
Score: -12666355.000000 Penalty: 3762.728516
	Iteration 25Q: 3 clusters Score -1.266636e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43935 members 
Mstep: Class 2 contains 62749 members 
Entering Unmasked Estep 
Score: -12666515.000000 Penalty: 3762.728516
	Iteration 26Q: 3 clusters Score -1.266652e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42149 members 
Mstep: Class 2 contains 64535 members 
Entering Unmasked Estep 
Score: -12666641.000000 Penalty: 3762.728516
	Iteration 27Q: 3 clusters Score -1.266664e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40432 members 
Mstep: Class 2 contains 66252 members 
Entering Unmasked Estep 
Score: -12666687.000000 Penalty: 3762.728516
	Iteration 28Q: 3 clusters Score -1.266669e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38819 members 
Mstep: Class 2 contains 67865 members 
Entering Unmasked Estep 
Score: -12666787.000000 Penalty: 3762.728516
	Iteration 29Q: 3 clusters Score -1.266679e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37295 members 
Mstep: Class 2 contains 69389 members 
Entering Unmasked Estep 
Score: -12666874.000000 Penalty: 3762.728516
	Iteration 30Q: 3 clusters Score -1.266687e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35698 members 
Mstep: Class 2 contains 70986 members 
Entering Unmasked Estep 
Score: -12666924.000000 Penalty: 3762.728516
	Iteration 31Q: 3 clusters Score -1.266692e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 72516 members 
Entering Unmasked Estep 
Score: -12666974.000000 Penalty: 3762.728516
	Iteration 32Q: 3 clusters Score -1.266697e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32591 members 
Mstep: Class 2 contains 74093 members 
Entering Unmasked Estep 
Score: -12667107.000000 Penalty: 3762.728516
	Iteration 33Q: 3 clusters Score -1.266711e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31044 members 
Mstep: Class 2 contains 75640 members 
Entering Unmasked Estep 
Score: -12667181.000000 Penalty: 3762.728516
	Iteration 34Q: 3 clusters Score -1.266718e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 77220 members 
Entering Unmasked Estep 
Score: -12667271.000000 Penalty: 3762.728516
	Iteration 35Q: 3 clusters Score -1.266727e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27942 members 
Mstep: Class 2 contains 78742 members 
Entering Unmasked Estep 
Score: -12667355.000000 Penalty: 3762.728516
	Iteration 36Q: 3 clusters Score -1.266736e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 80288 members 
Entering Unmasked Estep 
Score: -12667515.000000 Penalty: 3762.728516
	Iteration 37Q: 3 clusters Score -1.266752e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 81761 members 
Entering Unmasked Estep 
Score: -12667588.000000 Penalty: 3762.728516
	Iteration 38Q: 3 clusters Score -1.266759e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 83226 members 
Entering Unmasked Estep 
Score: -12668020.000000 Penalty: 3762.728516
	Iteration 39Q: 3 clusters Score -1.266802e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 84397 members 
Entering Unmasked Estep 
Score: -12668494.000000 Penalty: 3762.728516
	Iteration 40F: 3 clusters Score -1.266849e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 85768 members 
Entering Unmasked Estep 
Score: -12668886.000000 Penalty: 3762.728516
	Iteration 41Q: 3 clusters Score -1.266889e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 86966 members 
Entering Unmasked Estep 
Score: -12669205.000000 Penalty: 3762.728516
	Iteration 42Q: 3 clusters Score -1.26692e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 87923 members 
Entering Unmasked Estep 
Score: -12669368.000000 Penalty: 3762.728516
	Iteration 43Q: 3 clusters Score -1.266937e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 88826 members 
Entering Unmasked Estep 
Score: -12669511.000000 Penalty: 3762.728516
	Iteration 44Q: 3 clusters Score -1.266951e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 89591 members 
Entering Unmasked Estep 
Score: -12669582.000000 Penalty: 3762.728516
	Iteration 45Q: 3 clusters Score -1.266958e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 90312 members 
Entering Unmasked Estep 
Score: -12669610.000000 Penalty: 3762.728516
	Iteration 46Q: 3 clusters Score -1.266961e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 90963 members 
Entering Unmasked Estep 
Score: -12669606.000000 Penalty: 3762.728516
	Iteration 47Q: 3 clusters Score -1.266961e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 91558 members 
Entering Unmasked Estep 
Score: -12669596.000000 Penalty: 3762.728516
	Iteration 48Q: 3 clusters Score -1.26696e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 92130 members 
Entering Unmasked Estep 
Score: -12669536.000000 Penalty: 3762.728516
	Iteration 49Q: 3 clusters Score -1.266954e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 92644 members 
Entering Unmasked Estep 
Score: -12669599.000000 Penalty: 3762.728516
	Iteration 50Q: 3 clusters Score -1.26696e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 93131 members 
Entering Unmasked Estep 
Score: -12669623.000000 Penalty: 3762.728516
	Iteration 51Q: 3 clusters Score -1.266962e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 93583 members 
Entering Unmasked Estep 
Score: -12669627.000000 Penalty: 3762.728516
	Iteration 52Q: 3 clusters Score -1.266963e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 94017 members 
Entering Unmasked Estep 
Score: -12669645.000000 Penalty: 3762.728516
	Iteration 53Q: 3 clusters Score -1.266964e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 94452 members 
Entering Unmasked Estep 
Score: -12669593.000000 Penalty: 3762.728516
	Iteration 54Q: 3 clusters Score -1.266959e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 94793 members 
Entering Unmasked Estep 
Score: -12669593.000000 Penalty: 3762.728516
	Iteration 55Q: 3 clusters Score -1.266959e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 95143 members 
Entering Unmasked Estep 
Score: -12669590.000000 Penalty: 3762.728516
	Iteration 56Q: 3 clusters Score -1.266959e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 95445 members 
Entering Unmasked Estep 
Score: -12669544.000000 Penalty: 3762.728516
	Iteration 57Q: 3 clusters Score -1.266954e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 95711 members 
Entering Unmasked Estep 
Score: -12669567.000000 Penalty: 3762.728516
	Iteration 58Q: 3 clusters Score -1.266957e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 95977 members 
Entering Unmasked Estep 
Score: -12669581.000000 Penalty: 3762.728516
	Iteration 59Q: 3 clusters Score -1.266958e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 96241 members 
Entering Unmasked Estep 
Score: -12669498.000000 Penalty: 3762.728516
	Iteration 60F: 3 clusters Score -1.26695e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 96464 members 
Entering Unmasked Estep 
Score: -12669487.000000 Penalty: 3762.728516
	Iteration 61Q: 3 clusters Score -1.266949e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 96667 members 
Entering Unmasked Estep 
Score: -12669463.000000 Penalty: 3762.728516
	Iteration 62Q: 3 clusters Score -1.266946e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 96858 members 
Entering Unmasked Estep 
Score: -12669417.000000 Penalty: 3762.728516
	Iteration 63Q: 3 clusters Score -1.266942e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 97027 members 
Entering Unmasked Estep 
Score: -12669398.000000 Penalty: 3762.728516
	Iteration 64Q: 3 clusters Score -1.26694e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 97169 members 
Entering Unmasked Estep 
Score: -12669411.000000 Penalty: 3762.728516
	Iteration 65Q: 3 clusters Score -1.266941e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 97319 members 
Entering Unmasked Estep 
Score: -12669386.000000 Penalty: 3762.728516
	Iteration 66Q: 3 clusters Score -1.266939e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 97436 members 
Entering Unmasked Estep 
Score: -12669395.000000 Penalty: 3762.728516
	Iteration 67Q: 3 clusters Score -1.26694e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 97557 members 
Entering Unmasked Estep 
Score: -12669372.000000 Penalty: 3762.728516
	Iteration 68Q: 3 clusters Score -1.266937e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 97658 members 
Entering Unmasked Estep 
Score: -12669391.000000 Penalty: 3762.728516
	Iteration 69Q: 3 clusters Score -1.266939e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 97778 members 
Entering Unmasked Estep 
Score: -12669365.000000 Penalty: 3762.728516
	Iteration 70Q: 3 clusters Score -1.266936e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 97889 members 
Entering Unmasked Estep 
Score: -12669324.000000 Penalty: 3762.728516
	Iteration 71Q: 3 clusters Score -1.266932e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 97982 members 
Entering Unmasked Estep 
Score: -12669335.000000 Penalty: 3762.728516
	Iteration 72Q: 3 clusters Score -1.266934e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 98078 members 
Entering Unmasked Estep 
Score: -12669324.000000 Penalty: 3762.728516
	Iteration 73Q: 3 clusters Score -1.266932e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 98153 members 
Entering Unmasked Estep 
Score: -12669300.000000 Penalty: 3762.728516
	Iteration 74Q: 3 clusters Score -1.26693e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 98214 members 
Entering Unmasked Estep 
Score: -12669261.000000 Penalty: 3762.728516
	Iteration 75Q: 3 clusters Score -1.266926e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 98266 members 
Entering Unmasked Estep 
Score: -12669270.000000 Penalty: 3762.728516
	Iteration 76Q: 3 clusters Score -1.266927e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 98316 members 
Entering Unmasked Estep 
Score: -12669255.000000 Penalty: 3762.728516
	Iteration 77Q: 3 clusters Score -1.266926e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 98365 members 
Entering Unmasked Estep 
Score: -12669225.000000 Penalty: 3762.728516
	Iteration 78Q: 3 clusters Score -1.266922e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 98413 members 
Entering Unmasked Estep 
Score: -12669221.000000 Penalty: 3762.728516
	Iteration 79Q: 3 clusters Score -1.266922e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 98442 members 
Entering Unmasked Estep 
Score: -12669237.000000 Penalty: 3762.728516
	Iteration 80F: 3 clusters Score -1.266924e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 98473 members 
Entering Unmasked Estep 
Score: -12669231.000000 Penalty: 3762.728516
	Iteration 81Q: 3 clusters Score -1.266923e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 98504 members 
Entering Unmasked Estep 
Score: -12669207.000000 Penalty: 3762.728516
	Iteration 82Q: 3 clusters Score -1.266921e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 98537 members 
Entering Unmasked Estep 
Score: -12669200.000000 Penalty: 3762.728516
	Iteration 83Q: 3 clusters Score -1.26692e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 98577 members 
Entering Unmasked Estep 
Score: -12669182.000000 Penalty: 3762.728516
	Iteration 84Q: 3 clusters Score -1.266918e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 98623 members 
Entering Unmasked Estep 
Score: -12669178.000000 Penalty: 3762.728516
	Iteration 85Q: 3 clusters Score -1.266918e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 98670 members 
Entering Unmasked Estep 
Score: -12669165.000000 Penalty: 3762.728516
	Iteration 86Q: 3 clusters Score -1.266916e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 98706 members 
Entering Unmasked Estep 
Score: -12669163.000000 Penalty: 3762.728516
	Iteration 87Q: 3 clusters Score -1.266916e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 98733 members 
Entering Unmasked Estep 
Score: -12669150.000000 Penalty: 3762.728516
	Iteration 88Q: 3 clusters Score -1.266915e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 98771 members 
Entering Unmasked Estep 
Score: -12669149.000000 Penalty: 3762.728516
	Iteration 89Q: 3 clusters Score -1.266915e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 98811 members 
Entering Unmasked Estep 
Score: -12669168.000000 Penalty: 3762.728516
	Iteration 90Q: 3 clusters Score -1.266917e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 98858 members 
Entering Unmasked Estep 
Score: -12669151.000000 Penalty: 3762.728516
	Iteration 91Q: 3 clusters Score -1.266915e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 98895 members 
Entering Unmasked Estep 
Score: -12669174.000000 Penalty: 3762.728516
	Iteration 92Q: 3 clusters Score -1.266917e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 98926 members 
Entering Unmasked Estep 
Score: -12669159.000000 Penalty: 3762.728516
	Iteration 93Q: 3 clusters Score -1.266916e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 98962 members 
Entering Unmasked Estep 
Score: -12669155.000000 Penalty: 3762.728516
	Iteration 94Q: 3 clusters Score -1.266916e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 98994 members 
Entering Unmasked Estep 
Score: -12669137.000000 Penalty: 3762.728516
	Iteration 95Q: 3 clusters Score -1.266914e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 99013 members 
Entering Unmasked Estep 
Score: -12669143.000000 Penalty: 3762.728516
	Iteration 96Q: 3 clusters Score -1.266914e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 99030 members 
Entering Unmasked Estep 
Score: -12669145.000000 Penalty: 3762.728516
	Iteration 97Q: 3 clusters Score -1.266914e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 99044 members 
Entering Unmasked Estep 
Score: -12669150.000000 Penalty: 3762.728516
	Iteration 98Q: 3 clusters Score -1.266915e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 99064 members 
Entering Unmasked Estep 
Score: -12669146.000000 Penalty: 3762.728516
	Iteration 99Q: 3 clusters Score -1.266915e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 99083 members 
Entering Unmasked Estep 
Score: -12669155.000000 Penalty: 3762.728516
	Iteration 100F: 3 clusters Score -1.266916e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 99101 members 
Entering Unmasked Estep 
Score: -12669141.000000 Penalty: 3762.728516
	Iteration 101Q: 3 clusters Score -1.266914e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 99117 members 
Entering Unmasked Estep 
Score: -12669126.000000 Penalty: 3762.728516
	Iteration 102Q: 3 clusters Score -1.266913e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 99124 members 
Entering Unmasked Estep 
Score: -12669125.000000 Penalty: 3762.728516
	Iteration 103Q: 3 clusters Score -1.266912e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 99138 members 
Entering Unmasked Estep 
Score: -12669126.000000 Penalty: 3762.728516
	Iteration 104Q: 3 clusters Score -1.266913e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 99151 members 
Entering Unmasked Estep 
Score: -12669128.000000 Penalty: 3762.728516
	Iteration 105Q: 3 clusters Score -1.266913e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 99158 members 
Entering Unmasked Estep 
Score: -12669123.000000 Penalty: 3762.728516
	Iteration 106Q: 3 clusters Score -1.266912e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 99164 members 
Entering Unmasked Estep 
Score: -12669132.000000 Penalty: 3762.728516
	Iteration 107Q: 3 clusters Score -1.266913e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 99172 members 
Entering Unmasked Estep 
Score: -12669130.000000 Penalty: 3762.728516
	Iteration 108Q: 3 clusters Score -1.266913e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 99183 members 
Entering Unmasked Estep 
Score: -12669125.000000 Penalty: 3762.728516
	Iteration 109Q: 3 clusters Score -1.266912e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 99187 members 
Entering Unmasked Estep 
Score: -12669116.000000 Penalty: 3762.728516
	Iteration 110Q: 3 clusters Score -1.266912e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 99190 members 
Entering Unmasked Estep 
Score: -12669114.000000 Penalty: 3762.728516
	Iteration 111Q: 3 clusters Score -1.266911e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 99195 members 
Entering Unmasked Estep 
Score: -12669113.000000 Penalty: 3762.728516
	Iteration 112Q: 3 clusters Score -1.266911e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 99202 members 
Entering Unmasked Estep 
Score: -12669110.000000 Penalty: 3762.728516
	Iteration 113Q: 3 clusters Score -1.266911e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 99209 members 
Entering Unmasked Estep 
Score: -12669109.000000 Penalty: 3762.728516
	Iteration 114Q: 3 clusters Score -1.266911e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 99214 members 
Entering Unmasked Estep 
Score: -12669097.000000 Penalty: 3762.728516
	Iteration 115Q: 3 clusters Score -1.26691e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 99221 members 
Entering Unmasked Estep 
Score: -12669091.000000 Penalty: 3762.728516
	Iteration 116Q: 3 clusters Score -1.266909e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 99234 members 
Entering Unmasked Estep 
Score: -12669086.000000 Penalty: 3762.728516
	Iteration 117Q: 3 clusters Score -1.266909e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 99254 members 
Entering Unmasked Estep 
Score: -12669081.000000 Penalty: 3762.728516
	Iteration 118Q: 3 clusters Score -1.266908e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 99273 members 
Entering Unmasked Estep 
Score: -12669067.000000 Penalty: 3762.728516
	Iteration 119Q: 3 clusters Score -1.266907e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 99291 members 
Entering Unmasked Estep 
Score: -12669078.000000 Penalty: 3762.728516
	Iteration 120F: 3 clusters Score -1.266908e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 99307 members 
Entering Unmasked Estep 
Score: -12669087.000000 Penalty: 3762.728516
	Iteration 121Q: 3 clusters Score -1.266909e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 99324 members 
Entering Unmasked Estep 
Score: -12669081.000000 Penalty: 3762.728516
	Iteration 122Q: 3 clusters Score -1.266908e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 99342 members 
Entering Unmasked Estep 
Score: -12669104.000000 Penalty: 3762.728516
	Iteration 123Q: 3 clusters Score -1.26691e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 99356 members 
Entering Unmasked Estep 
Score: -12669098.000000 Penalty: 3762.728516
	Iteration 124Q: 3 clusters Score -1.26691e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 99380 members 
Entering Unmasked Estep 
Score: -12669096.000000 Penalty: 3762.728516
	Iteration 125Q: 3 clusters Score -1.26691e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 99404 members 
Entering Unmasked Estep 
Score: -12669073.000000 Penalty: 3762.728516
	Iteration 126Q: 3 clusters Score -1.266907e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 99424 members 
Entering Unmasked Estep 
Score: -12669084.000000 Penalty: 3762.728516
	Iteration 127Q: 3 clusters Score -1.266908e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 99446 members 
Entering Unmasked Estep 
Score: -12669085.000000 Penalty: 3762.728516
	Iteration 128Q: 3 clusters Score -1.266908e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 99474 members 
Entering Unmasked Estep 
Score: -12669096.000000 Penalty: 3762.728516
	Iteration 129Q: 3 clusters Score -1.26691e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 99500 members 
Entering Unmasked Estep 
Score: -12669086.000000 Penalty: 3762.728516
	Iteration 130Q: 3 clusters Score -1.266909e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 99538 members 
Entering Unmasked Estep 
Score: -12669074.000000 Penalty: 3762.728516
	Iteration 131Q: 3 clusters Score -1.266907e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 99581 members 
Entering Unmasked Estep 
Score: -12669062.000000 Penalty: 3762.728516
	Iteration 132Q: 3 clusters Score -1.266906e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 99611 members 
Entering Unmasked Estep 
Score: -12669069.000000 Penalty: 3762.728516
	Iteration 133Q: 3 clusters Score -1.266907e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 99643 members 
Entering Unmasked Estep 
Score: -12669065.000000 Penalty: 3762.728516
	Iteration 134Q: 3 clusters Score -1.266906e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 99672 members 
Entering Unmasked Estep 
Score: -12669070.000000 Penalty: 3762.728516
	Iteration 135Q: 3 clusters Score -1.266907e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 99693 members 
Entering Unmasked Estep 
Score: -12669054.000000 Penalty: 3762.728516
	Iteration 136Q: 3 clusters Score -1.266905e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 99708 members 
Entering Unmasked Estep 
Score: -12669045.000000 Penalty: 3762.728516
	Iteration 137Q: 3 clusters Score -1.266904e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 99733 members 
Entering Unmasked Estep 
Score: -12669060.000000 Penalty: 3762.728516
	Iteration 138Q: 3 clusters Score -1.266906e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 99764 members 
Entering Unmasked Estep 
Score: -12669049.000000 Penalty: 3762.728516
	Iteration 139Q: 3 clusters Score -1.266905e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 99796 members 
Entering Unmasked Estep 
Score: -12669038.000000 Penalty: 3762.728516
	Iteration 140F: 3 clusters Score -1.266904e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 99833 members 
Entering Unmasked Estep 
Score: -12669027.000000 Penalty: 3762.728516
	Iteration 141Q: 3 clusters Score -1.266903e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 99871 members 
Entering Unmasked Estep 
Score: -12669007.000000 Penalty: 3762.728516
	Iteration 142Q: 3 clusters Score -1.266901e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 99905 members 
Entering Unmasked Estep 
Score: -12669015.000000 Penalty: 3762.728516
	Iteration 143Q: 3 clusters Score -1.266902e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 99944 members 
Entering Unmasked Estep 
Score: -12669006.000000 Penalty: 3762.728516
	Iteration 144Q: 3 clusters Score -1.266901e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 99990 members 
Entering Unmasked Estep 
Score: -12669007.000000 Penalty: 3762.728516
	Iteration 145Q: 3 clusters Score -1.266901e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 100026 members 
Entering Unmasked Estep 
Score: -12669006.000000 Penalty: 3762.728516
	Iteration 146Q: 3 clusters Score -1.266901e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 100062 members 
Entering Unmasked Estep 
Score: -12668997.000000 Penalty: 3762.728516
	Iteration 147Q: 3 clusters Score -1.2669e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 100102 members 
Entering Unmasked Estep 
Score: -12668989.000000 Penalty: 3762.728516
	Iteration 148Q: 3 clusters Score -1.266899e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 100139 members 
Entering Unmasked Estep 
Score: -12668984.000000 Penalty: 3762.728516
	Iteration 149Q: 3 clusters Score -1.266898e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 100158 members 
Entering Unmasked Estep 
Score: -12668965.000000 Penalty: 3762.728516
	Iteration 150Q: 3 clusters Score -1.266896e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 100177 members 
Entering Unmasked Estep 
Score: -12668964.000000 Penalty: 3762.728516
	Iteration 151Q: 3 clusters Score -1.266896e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 100202 members 
Entering Unmasked Estep 
Score: -12668971.000000 Penalty: 3762.728516
	Iteration 152Q: 3 clusters Score -1.266897e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 100228 members 
Entering Unmasked Estep 
Score: -12668971.000000 Penalty: 3762.728516
	Iteration 153Q: 3 clusters Score -1.266897e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 100263 members 
Entering Unmasked Estep 
Score: -12668975.000000 Penalty: 3762.728516
	Iteration 154Q: 3 clusters Score -1.266898e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 100291 members 
Entering Unmasked Estep 
Score: -12668977.000000 Penalty: 3762.728516
	Iteration 155Q: 3 clusters Score -1.266898e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 100308 members 
Entering Unmasked Estep 
Score: -12668980.000000 Penalty: 3762.728516
	Iteration 156Q: 3 clusters Score -1.266898e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 100323 members 
Entering Unmasked Estep 
Score: -12668988.000000 Penalty: 3762.728516
	Iteration 157Q: 3 clusters Score -1.266899e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 100342 members 
Entering Unmasked Estep 
Score: -12668977.000000 Penalty: 3762.728516
	Iteration 158Q: 3 clusters Score -1.266898e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 100362 members 
Entering Unmasked Estep 
Score: -12668980.000000 Penalty: 3762.728516
	Iteration 159Q: 3 clusters Score -1.266898e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 100382 members 
Entering Unmasked Estep 
Score: -12668979.000000 Penalty: 3762.728516
	Iteration 160F: 3 clusters Score -1.266898e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 100401 members 
Entering Unmasked Estep 
Score: -12668979.000000 Penalty: 3762.728516
	Iteration 161Q: 3 clusters Score -1.266898e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 100422 members 
Entering Unmasked Estep 
Score: -12668968.000000 Penalty: 3762.728516
	Iteration 162Q: 3 clusters Score -1.266897e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 100445 members 
Entering Unmasked Estep 
Score: -12668957.000000 Penalty: 3762.728516
	Iteration 163Q: 3 clusters Score -1.266896e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 100469 members 
Entering Unmasked Estep 
Score: -12668958.000000 Penalty: 3762.728516
	Iteration 164Q: 3 clusters Score -1.266896e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 100499 members 
Entering Unmasked Estep 
Score: -12668939.000000 Penalty: 3762.728516
	Iteration 165Q: 3 clusters Score -1.266894e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 100534 members 
Entering Unmasked Estep 
Score: -12668957.000000 Penalty: 3762.728516
	Iteration 166Q: 3 clusters Score -1.266896e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 100568 members 
Entering Unmasked Estep 
Score: -12668972.000000 Penalty: 3762.728516
	Iteration 167Q: 3 clusters Score -1.266897e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 100600 members 
Entering Unmasked Estep 
Score: -12668960.000000 Penalty: 3762.728516
	Iteration 168Q: 3 clusters Score -1.266896e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 100628 members 
Entering Unmasked Estep 
Score: -12668979.000000 Penalty: 3762.728516
	Iteration 169Q: 3 clusters Score -1.266898e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 100652 members 
Entering Unmasked Estep 
Score: -12668977.000000 Penalty: 3762.728516
	Iteration 170Q: 3 clusters Score -1.266898e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 100673 members 
Entering Unmasked Estep 
Score: -12668976.000000 Penalty: 3762.728516
	Iteration 171Q: 3 clusters Score -1.266898e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 100695 members 
Entering Unmasked Estep 
Score: -12668986.000000 Penalty: 3762.728516
	Iteration 172Q: 3 clusters Score -1.266899e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 100717 members 
Entering Unmasked Estep 
Score: -12668963.000000 Penalty: 3762.728516
	Iteration 173Q: 3 clusters Score -1.266896e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 100726 members 
Entering Unmasked Estep 
Score: -12668947.000000 Penalty: 3762.728516
	Iteration 174Q: 3 clusters Score -1.266895e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 100744 members 
Entering Unmasked Estep 
Score: -12668940.000000 Penalty: 3762.728516
	Iteration 175Q: 3 clusters Score -1.266894e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 100756 members 
Entering Unmasked Estep 
Score: -12668962.000000 Penalty: 3762.728516
	Iteration 176Q: 3 clusters Score -1.266896e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 100775 members 
Entering Unmasked Estep 
Score: -12668943.000000 Penalty: 3762.728516
	Iteration 177Q: 3 clusters Score -1.266894e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 100790 members 
Entering Unmasked Estep 
Score: -12668939.000000 Penalty: 3762.728516
	Iteration 178Q: 3 clusters Score -1.266894e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 100796 members 
Entering Unmasked Estep 
Score: -12668942.000000 Penalty: 3762.728516
	Iteration 179Q: 3 clusters Score -1.266894e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 100802 members 
Entering Unmasked Estep 
Score: -12668931.000000 Penalty: 3762.728516
	Iteration 180F: 3 clusters Score -1.266893e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 100807 members 
Entering Unmasked Estep 
Score: -12668922.000000 Penalty: 3762.728516
	Iteration 181Q: 3 clusters Score -1.266892e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 100809 members 
Entering Unmasked Estep 
Score: -12668929.000000 Penalty: 3762.728516
	Iteration 182Q: 3 clusters Score -1.266893e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 100817 members 
Entering Unmasked Estep 
Score: -12668933.000000 Penalty: 3762.728516
	Iteration 183Q: 3 clusters Score -1.266893e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 100831 members 
Entering Unmasked Estep 
Score: -12668932.000000 Penalty: 3762.728516
	Iteration 184Q: 3 clusters Score -1.266893e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 100845 members 
Entering Unmasked Estep 
Score: -12668936.000000 Penalty: 3762.728516
	Iteration 185Q: 3 clusters Score -1.266894e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 100857 members 
Entering Unmasked Estep 
Score: -12668928.000000 Penalty: 3762.728516
	Iteration 186Q: 3 clusters Score -1.266893e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 100867 members 
Entering Unmasked Estep 
Score: -12668930.000000 Penalty: 3762.728516
	Iteration 187Q: 3 clusters Score -1.266893e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 100874 members 
Entering Unmasked Estep 
Score: -12668914.000000 Penalty: 3762.728516
	Iteration 188Q: 3 clusters Score -1.266891e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 100881 members 
Entering Unmasked Estep 
Score: -12668925.000000 Penalty: 3762.728516
	Iteration 189Q: 3 clusters Score -1.266892e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 100895 members 
Entering Unmasked Estep 
Score: -12668925.000000 Penalty: 3762.728516
	Iteration 190Q: 3 clusters Score -1.266892e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 100908 members 
Entering Unmasked Estep 
Score: -12668921.000000 Penalty: 3762.728516
	Iteration 191Q: 3 clusters Score -1.266892e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 100921 members 
Entering Unmasked Estep 
Score: -12668924.000000 Penalty: 3762.728516
	Iteration 192Q: 3 clusters Score -1.266892e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 100930 members 
Entering Unmasked Estep 
Score: -12668912.000000 Penalty: 3762.728516
	Iteration 193Q: 3 clusters Score -1.266891e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 100940 members 
Entering Unmasked Estep 
Score: -12668905.000000 Penalty: 3762.728516
	Iteration 194Q: 3 clusters Score -1.26689e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 100955 members 
Entering Unmasked Estep 
Score: -12668916.000000 Penalty: 3762.728516
	Iteration 195Q: 3 clusters Score -1.266892e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 100972 members 
Entering Unmasked Estep 
Score: -12668909.000000 Penalty: 3762.728516
	Iteration 196Q: 3 clusters Score -1.266891e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 100986 members 
Entering Unmasked Estep 
Score: -12668897.000000 Penalty: 3762.728516
	Iteration 197Q: 3 clusters Score -1.26689e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 101008 members 
Entering Unmasked Estep 
Score: -12668892.000000 Penalty: 3762.728516
	Iteration 198Q: 3 clusters Score -1.266889e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 101029 members 
Entering Unmasked Estep 
Score: -12668884.000000 Penalty: 3762.728516
	Iteration 199Q: 3 clusters Score -1.266888e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 101049 members 
Entering Unmasked Estep 
Score: -12668884.000000 Penalty: 3762.728516
	Iteration 200F: 3 clusters Score -1.266888e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 101061 members 
Entering Unmasked Estep 
Score: -12668885.000000 Penalty: 3762.728516
	Iteration 201Q: 3 clusters Score -1.266888e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 101081 members 
Entering Unmasked Estep 
Score: -12668886.000000 Penalty: 3762.728516
	Iteration 202Q: 3 clusters Score -1.266889e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 101096 members 
Entering Unmasked Estep 
Score: -12668883.000000 Penalty: 3762.728516
	Iteration 203Q: 3 clusters Score -1.266888e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 101106 members 
Entering Unmasked Estep 
Score: -12668873.000000 Penalty: 3762.728516
	Iteration 204Q: 3 clusters Score -1.266887e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 101121 members 
Entering Unmasked Estep 
Score: -12668882.000000 Penalty: 3762.728516
	Iteration 205Q: 3 clusters Score -1.266888e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 101143 members 
Entering Unmasked Estep 
Score: -12668885.000000 Penalty: 3762.728516
	Iteration 206Q: 3 clusters Score -1.266888e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 101169 members 
Entering Unmasked Estep 
Score: -12668889.000000 Penalty: 3762.728516
	Iteration 207Q: 3 clusters Score -1.266889e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 101190 members 
Entering Unmasked Estep 
Score: -12668892.000000 Penalty: 3762.728516
	Iteration 208Q: 3 clusters Score -1.266889e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 101215 members 
Entering Unmasked Estep 
Score: -12668892.000000 Penalty: 3762.728516
	Iteration 209Q: 3 clusters Score -1.266889e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 101236 members 
Entering Unmasked Estep 
Score: -12668886.000000 Penalty: 3762.728516
	Iteration 210Q: 3 clusters Score -1.266889e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 101255 members 
Entering Unmasked Estep 
Score: -12668876.000000 Penalty: 3762.728516
	Iteration 211Q: 3 clusters Score -1.266888e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 101283 members 
Entering Unmasked Estep 
Score: -12668871.000000 Penalty: 3762.728516
	Iteration 212Q: 3 clusters Score -1.266887e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 101316 members 
Entering Unmasked Estep 
Score: -12668872.000000 Penalty: 3762.728516
	Iteration 213Q: 3 clusters Score -1.266887e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 101352 members 
Entering Unmasked Estep 
Score: -12668851.000000 Penalty: 3762.728516
	Iteration 214Q: 3 clusters Score -1.266885e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 101380 members 
Entering Unmasked Estep 
Score: -12668846.000000 Penalty: 3762.728516
	Iteration 215Q: 3 clusters Score -1.266885e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 101398 members 
Entering Unmasked Estep 
Score: -12668844.000000 Penalty: 3762.728516
	Iteration 216Q: 3 clusters Score -1.266884e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 101407 members 
Entering Unmasked Estep 
Score: -12668851.000000 Penalty: 3762.728516
	Iteration 217Q: 3 clusters Score -1.266885e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 101420 members 
Entering Unmasked Estep 
Score: -12668849.000000 Penalty: 3762.728516
	Iteration 218Q: 3 clusters Score -1.266885e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 101433 members 
Entering Unmasked Estep 
Score: -12668845.000000 Penalty: 3762.728516
	Iteration 219Q: 3 clusters Score -1.266884e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 101449 members 
Entering Unmasked Estep 
Score: -12668841.000000 Penalty: 3762.728516
	Iteration 220F: 3 clusters Score -1.266884e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 101470 members 
Entering Unmasked Estep 
Score: -12668834.000000 Penalty: 3762.728516
	Iteration 221Q: 3 clusters Score -1.266883e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 101489 members 
Entering Unmasked Estep 
Score: -12668839.000000 Penalty: 3762.728516
	Iteration 222Q: 3 clusters Score -1.266884e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 101513 members 
Entering Unmasked Estep 
Score: -12668834.000000 Penalty: 3762.728516
	Iteration 223Q: 3 clusters Score -1.266883e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 101535 members 
Entering Unmasked Estep 
Score: -12668837.000000 Penalty: 3762.728516
	Iteration 224Q: 3 clusters Score -1.266884e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 101557 members 
Entering Unmasked Estep 
Score: -12668827.000000 Penalty: 3762.728516
	Iteration 225Q: 3 clusters Score -1.266883e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 101580 members 
Entering Unmasked Estep 
Score: -12668826.000000 Penalty: 3762.728516
	Iteration 226Q: 3 clusters Score -1.266883e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 101597 members 
Entering Unmasked Estep 
Score: -12668819.000000 Penalty: 3762.728516
	Iteration 227Q: 3 clusters Score -1.266882e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 101616 members 
Entering Unmasked Estep 
Score: -12668800.000000 Penalty: 3762.728516
	Iteration 228Q: 3 clusters Score -1.26688e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 101640 members 
Entering Unmasked Estep 
Score: -12668814.000000 Penalty: 3762.728516
	Iteration 229Q: 3 clusters Score -1.266881e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 101664 members 
Entering Unmasked Estep 
Score: -12668807.000000 Penalty: 3762.728516
	Iteration 230Q: 3 clusters Score -1.266881e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 101690 members 
Entering Unmasked Estep 
Score: -12668810.000000 Penalty: 3762.728516
	Iteration 231Q: 3 clusters Score -1.266881e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 101712 members 
Entering Unmasked Estep 
Score: -12668808.000000 Penalty: 3762.728516
	Iteration 232Q: 3 clusters Score -1.266881e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 101732 members 
Entering Unmasked Estep 
Score: -12668798.000000 Penalty: 3762.728516
	Iteration 233Q: 3 clusters Score -1.26688e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 101758 members 
Entering Unmasked Estep 
Score: -12668786.000000 Penalty: 3762.728516
	Iteration 234Q: 3 clusters Score -1.266879e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 101787 members 
Entering Unmasked Estep 
Score: -12668782.000000 Penalty: 3762.728516
	Iteration 235Q: 3 clusters Score -1.266878e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 101818 members 
Entering Unmasked Estep 
Score: -12668778.000000 Penalty: 3762.728516
	Iteration 236Q: 3 clusters Score -1.266878e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 101844 members 
Entering Unmasked Estep 
Score: -12668778.000000 Penalty: 3762.728516
	Iteration 237Q: 3 clusters Score -1.266878e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 101870 members 
Entering Unmasked Estep 
Score: -12668767.000000 Penalty: 3762.728516
	Iteration 238Q: 3 clusters Score -1.266877e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 101895 members 
Entering Unmasked Estep 
Score: -12668762.000000 Penalty: 3762.728516
	Iteration 239Q: 3 clusters Score -1.266876e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 101920 members 
Entering Unmasked Estep 
Score: -12668757.000000 Penalty: 3762.728516
	Iteration 240F: 3 clusters Score -1.266876e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 101942 members 
Entering Unmasked Estep 
Score: -12668769.000000 Penalty: 3762.728516
	Iteration 241Q: 3 clusters Score -1.266877e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 101961 members 
Entering Unmasked Estep 
Score: -12668766.000000 Penalty: 3762.728516
	Iteration 242Q: 3 clusters Score -1.266877e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 101982 members 
Entering Unmasked Estep 
Score: -12668751.000000 Penalty: 3762.728516
	Iteration 243Q: 3 clusters Score -1.266875e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 101994 members 
Entering Unmasked Estep 
Score: -12668742.000000 Penalty: 3762.728516
	Iteration 244Q: 3 clusters Score -1.266874e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 101999 members 
Entering Unmasked Estep 
Score: -12668750.000000 Penalty: 3762.728516
	Iteration 245Q: 3 clusters Score -1.266875e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 102010 members 
Entering Unmasked Estep 
Score: -12668752.000000 Penalty: 3762.728516
	Iteration 246Q: 3 clusters Score -1.266875e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 102023 members 
Entering Unmasked Estep 
Score: -12668746.000000 Penalty: 3762.728516
	Iteration 247Q: 3 clusters Score -1.266875e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 102033 members 
Entering Unmasked Estep 
Score: -12668740.000000 Penalty: 3762.728516
	Iteration 248Q: 3 clusters Score -1.266874e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 102044 members 
Entering Unmasked Estep 
Score: -12668737.000000 Penalty: 3762.728516
	Iteration 249Q: 3 clusters Score -1.266874e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 102063 members 
Entering Unmasked Estep 
Score: -12668732.000000 Penalty: 3762.728516
	Iteration 250Q: 3 clusters Score -1.266873e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 102081 members 
Entering Unmasked Estep 
Score: -12668718.000000 Penalty: 3762.728516
	Iteration 251Q: 3 clusters Score -1.266872e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 102099 members 
Entering Unmasked Estep 
Score: -12668711.000000 Penalty: 3762.728516
	Iteration 252Q: 3 clusters Score -1.266871e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 102114 members 
Entering Unmasked Estep 
Score: -12668702.000000 Penalty: 3762.728516
	Iteration 253Q: 3 clusters Score -1.26687e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 102133 members 
Entering Unmasked Estep 
Score: -12668688.000000 Penalty: 3762.728516
	Iteration 254Q: 3 clusters Score -1.266869e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 102155 members 
Entering Unmasked Estep 
Score: -12668664.000000 Penalty: 3762.728516
	Iteration 255Q: 3 clusters Score -1.266866e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 102171 members 
Entering Unmasked Estep 
Score: -12668659.000000 Penalty: 3762.728516
	Iteration 256Q: 3 clusters Score -1.266866e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 102194 members 
Entering Unmasked Estep 
Score: -12668641.000000 Penalty: 3762.728516
	Iteration 257Q: 3 clusters Score -1.266864e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 102222 members 
Entering Unmasked Estep 
Score: -12668634.000000 Penalty: 3762.728516
	Iteration 258Q: 3 clusters Score -1.266863e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 102247 members 
Entering Unmasked Estep 
Score: -12668650.000000 Penalty: 3762.728516
	Iteration 259Q: 3 clusters Score -1.266865e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 102269 members 
Entering Unmasked Estep 
Score: -12668626.000000 Penalty: 3762.728516
	Iteration 260F: 3 clusters Score -1.266863e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 102282 members 
Entering Unmasked Estep 
Score: -12668637.000000 Penalty: 3762.728516
	Iteration 261Q: 3 clusters Score -1.266864e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 102298 members 
Entering Unmasked Estep 
Score: -12668638.000000 Penalty: 3762.728516
	Iteration 262Q: 3 clusters Score -1.266864e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 102311 members 
Entering Unmasked Estep 
Score: -12668652.000000 Penalty: 3762.728516
	Iteration 263Q: 3 clusters Score -1.266865e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 102322 members 
Entering Unmasked Estep 
Score: -12668650.000000 Penalty: 3762.728516
	Iteration 264Q: 3 clusters Score -1.266865e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 102328 members 
Entering Unmasked Estep 
Score: -12668640.000000 Penalty: 3762.728516
	Iteration 265Q: 3 clusters Score -1.266864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 102332 members 
Entering Unmasked Estep 
Score: -12668636.000000 Penalty: 3762.728516
	Iteration 266Q: 3 clusters Score -1.266864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 102336 members 
Entering Unmasked Estep 
Score: -12668633.000000 Penalty: 3762.728516
	Iteration 267Q: 3 clusters Score -1.266863e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 102345 members 
Entering Unmasked Estep 
Score: -12668630.000000 Penalty: 3762.728516
	Iteration 268Q: 3 clusters Score -1.266863e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 102356 members 
Entering Unmasked Estep 
Score: -12668637.000000 Penalty: 3762.728516
	Iteration 269Q: 3 clusters Score -1.266864e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 102366 members 
Entering Unmasked Estep 
Score: -12668636.000000 Penalty: 3762.728516
	Iteration 270Q: 3 clusters Score -1.266864e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 102374 members 
Entering Unmasked Estep 
Score: -12668631.000000 Penalty: 3762.728516
	Iteration 271Q: 3 clusters Score -1.266863e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 102384 members 
Entering Unmasked Estep 
Score: -12668624.000000 Penalty: 3762.728516
	Iteration 272Q: 3 clusters Score -1.266862e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 102392 members 
Entering Unmasked Estep 
Score: -12668624.000000 Penalty: 3762.728516
	Iteration 273Q: 3 clusters Score -1.266862e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 102397 members 
Entering Unmasked Estep 
Score: -12668622.000000 Penalty: 3762.728516
	Iteration 274Q: 3 clusters Score -1.266862e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 102399 members 
Entering Unmasked Estep 
Score: -12668614.000000 Penalty: 3762.728516
	Iteration 275Q: 3 clusters Score -1.266861e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 102406 members 
Entering Unmasked Estep 
Score: -12668611.000000 Penalty: 3762.728516
	Iteration 276Q: 3 clusters Score -1.266861e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 102412 members 
Entering Unmasked Estep 
Score: -12668612.000000 Penalty: 3762.728516
	Iteration 277Q: 3 clusters Score -1.266861e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 102420 members 
Entering Unmasked Estep 
Score: -12668614.000000 Penalty: 3762.728516
	Iteration 278Q: 3 clusters Score -1.266861e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 102429 members 
Entering Unmasked Estep 
Score: -12668604.000000 Penalty: 3762.728516
	Iteration 279Q: 3 clusters Score -1.26686e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 102446 members 
Entering Unmasked Estep 
Score: -12668607.000000 Penalty: 3762.728516
	Iteration 280F: 3 clusters Score -1.266861e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 102456 members 
Entering Unmasked Estep 
Score: -12668615.000000 Penalty: 3762.728516
	Iteration 281Q: 3 clusters Score -1.266862e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 102469 members 
Entering Unmasked Estep 
Score: -12668623.000000 Penalty: 3762.728516
	Iteration 282Q: 3 clusters Score -1.266862e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 102481 members 
Entering Unmasked Estep 
Score: -12668626.000000 Penalty: 3762.728516
	Iteration 283Q: 3 clusters Score -1.266863e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 102498 members 
Entering Unmasked Estep 
Score: -12668625.000000 Penalty: 3762.728516
	Iteration 284Q: 3 clusters Score -1.266862e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 102511 members 
Entering Unmasked Estep 
Score: -12668624.000000 Penalty: 3762.728516
	Iteration 285Q: 3 clusters Score -1.266862e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 102525 members 
Entering Unmasked Estep 
Score: -12668624.000000 Penalty: 3762.728516
	Iteration 286Q: 3 clusters Score -1.266862e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 102543 members 
Entering Unmasked Estep 
Score: -12668615.000000 Penalty: 3762.728516
	Iteration 287Q: 3 clusters Score -1.266862e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 102560 members 
Entering Unmasked Estep 
Score: -12668614.000000 Penalty: 3762.728516
	Iteration 288Q: 3 clusters Score -1.266861e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 102567 members 
Entering Unmasked Estep 
Score: -12668610.000000 Penalty: 3762.728516
	Iteration 289Q: 3 clusters Score -1.266861e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 102575 members 
Entering Unmasked Estep 
Score: -12668607.000000 Penalty: 3762.728516
	Iteration 290Q: 3 clusters Score -1.266861e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 102587 members 
Entering Unmasked Estep 
Score: -12668604.000000 Penalty: 3762.728516
	Iteration 291Q: 3 clusters Score -1.26686e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 102597 members 
Entering Unmasked Estep 
Score: -12668609.000000 Penalty: 3762.728516
	Iteration 292Q: 3 clusters Score -1.266861e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 102605 members 
Entering Unmasked Estep 
Score: -12668595.000000 Penalty: 3762.728516
	Iteration 293Q: 3 clusters Score -1.26686e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 102610 members 
Entering Unmasked Estep 
Score: -12668595.000000 Penalty: 3762.728516
	Iteration 294Q: 3 clusters Score -1.26686e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 102618 members 
Entering Unmasked Estep 
Score: -12668589.000000 Penalty: 3762.728516
	Iteration 295Q: 3 clusters Score -1.266859e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 102624 members 
Entering Unmasked Estep 
Score: -12668593.000000 Penalty: 3762.728516
	Iteration 296Q: 3 clusters Score -1.266859e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 102628 members 
Entering Unmasked Estep 
Score: -12668598.000000 Penalty: 3762.728516
	Iteration 297Q: 3 clusters Score -1.26686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 102631 members 
Entering Unmasked Estep 
Score: -12668594.000000 Penalty: 3762.728516
	Iteration 298Q: 3 clusters Score -1.266859e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 102633 members 
Entering Unmasked Estep 
Score: -12668595.000000 Penalty: 3762.728516
	Iteration 299Q: 3 clusters Score -1.26686e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 102639 members 
Entering Unmasked Estep 
Score: -12668609.000000 Penalty: 3762.728516
	Iteration 300F: 3 clusters Score -1.266861e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 102641 members 
Entering Unmasked Estep 
Score: -12668598.000000 Penalty: 3762.728516
	Iteration 301Q: 3 clusters Score -1.26686e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 102647 members 
Entering Unmasked Estep 
Score: -12668591.000000 Penalty: 3762.728516
	Iteration 302Q: 3 clusters Score -1.266859e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 102657 members 
Entering Unmasked Estep 
Score: -12668597.000000 Penalty: 3762.728516
	Iteration 303Q: 3 clusters Score -1.26686e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 102668 members 
Entering Unmasked Estep 
Score: -12668586.000000 Penalty: 3762.728516
	Iteration 304Q: 3 clusters Score -1.266859e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 102679 members 
Entering Unmasked Estep 
Score: -12668586.000000 Penalty: 3762.728516
	Iteration 305Q: 3 clusters Score -1.266859e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 102694 members 
Entering Unmasked Estep 
Score: -12668589.000000 Penalty: 3762.728516
	Iteration 306Q: 3 clusters Score -1.266859e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 102713 members 
Entering Unmasked Estep 
Score: -12668588.000000 Penalty: 3762.728516
	Iteration 307Q: 3 clusters Score -1.266859e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 102732 members 
Entering Unmasked Estep 
Score: -12668571.000000 Penalty: 3762.728516
	Iteration 308Q: 3 clusters Score -1.266857e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 102755 members 
Entering Unmasked Estep 
Score: -12668550.000000 Penalty: 3762.728516
	Iteration 309Q: 3 clusters Score -1.266855e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 102779 members 
Entering Unmasked Estep 
Score: -12668540.000000 Penalty: 3762.728516
	Iteration 310Q: 3 clusters Score -1.266854e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 102796 members 
Entering Unmasked Estep 
Score: -12668542.000000 Penalty: 3762.728516
	Iteration 311Q: 3 clusters Score -1.266854e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 102809 members 
Entering Unmasked Estep 
Score: -12668557.000000 Penalty: 3762.728516
	Iteration 312Q: 3 clusters Score -1.266856e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 102826 members 
Entering Unmasked Estep 
Score: -12668552.000000 Penalty: 3762.728516
	Iteration 313Q: 3 clusters Score -1.266855e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 102844 members 
Entering Unmasked Estep 
Score: -12668561.000000 Penalty: 3762.728516
	Iteration 314Q: 3 clusters Score -1.266856e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 102865 members 
Entering Unmasked Estep 
Score: -12668550.000000 Penalty: 3762.728516
	Iteration 315Q: 3 clusters Score -1.266855e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 102886 members 
Entering Unmasked Estep 
Score: -12668535.000000 Penalty: 3762.728516
	Iteration 316Q: 3 clusters Score -1.266854e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 102900 members 
Entering Unmasked Estep 
Score: -12668526.000000 Penalty: 3762.728516
	Iteration 317Q: 3 clusters Score -1.266853e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 102916 members 
Entering Unmasked Estep 
Score: -12668514.000000 Penalty: 3762.728516
	Iteration 318Q: 3 clusters Score -1.266851e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 102936 members 
Entering Unmasked Estep 
Score: -12668504.000000 Penalty: 3762.728516
	Iteration 319Q: 3 clusters Score -1.26685e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 102957 members 
Entering Unmasked Estep 
Score: -12668519.000000 Penalty: 3762.728516
	Iteration 320F: 3 clusters Score -1.266852e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 102985 members 
Entering Unmasked Estep 
Score: -12668503.000000 Penalty: 3762.728516
	Iteration 321Q: 3 clusters Score -1.26685e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 103015 members 
Entering Unmasked Estep 
Score: -12668502.000000 Penalty: 3762.728516
	Iteration 322Q: 3 clusters Score -1.26685e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 103044 members 
Entering Unmasked Estep 
Score: -12668487.000000 Penalty: 3762.728516
	Iteration 323Q: 3 clusters Score -1.266849e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 103076 members 
Entering Unmasked Estep 
Score: -12668473.000000 Penalty: 3762.728516
	Iteration 324Q: 3 clusters Score -1.266847e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 103108 members 
Entering Unmasked Estep 
Score: -12668449.000000 Penalty: 3762.728516
	Iteration 325Q: 3 clusters Score -1.266845e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 103129 members 
Entering Unmasked Estep 
Score: -12668453.000000 Penalty: 3762.728516
	Iteration 326Q: 3 clusters Score -1.266845e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 103153 members 
Entering Unmasked Estep 
Score: -12668444.000000 Penalty: 3762.728516
	Iteration 327Q: 3 clusters Score -1.266844e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 103178 members 
Entering Unmasked Estep 
Score: -12668420.000000 Penalty: 3762.728516
	Iteration 328Q: 3 clusters Score -1.266842e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 103196 members 
Entering Unmasked Estep 
Score: -12668420.000000 Penalty: 3762.728516
	Iteration 329Q: 3 clusters Score -1.266842e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 103215 members 
Entering Unmasked Estep 
Score: -12668437.000000 Penalty: 3762.728516
	Iteration 330Q: 3 clusters Score -1.266844e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 103230 members 
Entering Unmasked Estep 
Score: -12668420.000000 Penalty: 3762.728516
	Iteration 331Q: 3 clusters Score -1.266842e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 103247 members 
Entering Unmasked Estep 
Score: -12668434.000000 Penalty: 3762.728516
	Iteration 332Q: 3 clusters Score -1.266843e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 103268 members 
Entering Unmasked Estep 
Score: -12668420.000000 Penalty: 3762.728516
	Iteration 333Q: 3 clusters Score -1.266842e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 103281 members 
Entering Unmasked Estep 
Score: -12668423.000000 Penalty: 3762.728516
	Iteration 334Q: 3 clusters Score -1.266842e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 103297 members 
Entering Unmasked Estep 
Score: -12668429.000000 Penalty: 3762.728516
	Iteration 335Q: 3 clusters Score -1.266843e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 103309 members 
Entering Unmasked Estep 
Score: -12668408.000000 Penalty: 3762.728516
	Iteration 336Q: 3 clusters Score -1.266841e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 103316 members 
Entering Unmasked Estep 
Score: -12668411.000000 Penalty: 3762.728516
	Iteration 337Q: 3 clusters Score -1.266841e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 103320 members 
Entering Unmasked Estep 
Score: -12668410.000000 Penalty: 3762.728516
	Iteration 338Q: 3 clusters Score -1.266841e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 103326 members 
Entering Unmasked Estep 
Score: -12668402.000000 Penalty: 3762.728516
	Iteration 339Q: 3 clusters Score -1.26684e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 103330 members 
Entering Unmasked Estep 
Score: -12668412.000000 Penalty: 3762.728516
	Iteration 340F: 3 clusters Score -1.266841e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 103333 members 
Entering Unmasked Estep 
Score: -12668402.000000 Penalty: 3762.728516
	Iteration 341Q: 3 clusters Score -1.26684e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 103343 members 
Entering Unmasked Estep 
Score: -12668375.000000 Penalty: 3762.728516
	Iteration 342Q: 3 clusters Score -1.266838e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 103348 members 
Entering Unmasked Estep 
Score: -12668378.000000 Penalty: 3762.728516
	Iteration 343Q: 3 clusters Score -1.266838e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 103353 members 
Entering Unmasked Estep 
Score: -12668387.000000 Penalty: 3762.728516
	Iteration 344Q: 3 clusters Score -1.266839e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 103360 members 
Entering Unmasked Estep 
Score: -12668376.000000 Penalty: 3762.728516
	Iteration 345Q: 3 clusters Score -1.266838e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 103365 members 
Entering Unmasked Estep 
Score: -12668381.000000 Penalty: 3762.728516
	Iteration 346Q: 3 clusters Score -1.266838e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 103373 members 
Entering Unmasked Estep 
Score: -12668390.000000 Penalty: 3762.728516
	Iteration 347Q: 3 clusters Score -1.266839e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 103378 members 
Entering Unmasked Estep 
Score: -12668387.000000 Penalty: 3762.728516
	Iteration 348Q: 3 clusters Score -1.266839e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 103384 members 
Entering Unmasked Estep 
Score: -12668377.000000 Penalty: 3762.728516
	Iteration 349Q: 3 clusters Score -1.266838e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 103388 members 
Entering Unmasked Estep 
Score: -12668380.000000 Penalty: 3762.728516
	Iteration 350Q: 3 clusters Score -1.266838e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 103392 members 
Entering Unmasked Estep 
Score: -12668370.000000 Penalty: 3762.728516
	Iteration 351Q: 3 clusters Score -1.266837e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 103396 members 
Entering Unmasked Estep 
Score: -12668364.000000 Penalty: 3762.728516
	Iteration 352Q: 3 clusters Score -1.266836e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 103397 members 
Entering Unmasked Estep 
Score: -12668371.000000 Penalty: 3762.728516
	Iteration 353Q: 3 clusters Score -1.266837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 103399 members 
Entering Unmasked Estep 
Score: -12668368.000000 Penalty: 3762.728516
	Iteration 354Q: 3 clusters Score -1.266837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 103403 members 
Entering Unmasked Estep 
Score: -12668362.000000 Penalty: 3762.728516
	Iteration 355Q: 3 clusters Score -1.266836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 103404 members 
Entering Unmasked Estep 
Score: -12668362.000000 Penalty: 3762.728516
	Iteration 356Q: 3 clusters Score -1.266836e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 103408 members 
Entering Unmasked Estep 
Score: -12668360.000000 Penalty: 3762.728516
	Iteration 357Q: 3 clusters Score -1.266836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 103409 members 
Entering Unmasked Estep 
Score: -12668361.000000 Penalty: 3762.728516
	Iteration 358Q: 3 clusters Score -1.266836e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 103413 members 
Entering Unmasked Estep 
Score: -12668349.000000 Penalty: 3762.728516
	Iteration 359Q: 3 clusters Score -1.266835e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 103418 members 
Entering Unmasked Estep 
Score: -12668362.000000 Penalty: 3762.728516
	Iteration 360F: 3 clusters Score -1.266836e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 103423 members 
Entering Unmasked Estep 
Score: -12668363.000000 Penalty: 3762.728516
	Iteration 361Q: 3 clusters Score -1.266836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 103425 members 
Entering Unmasked Estep 
Score: -12668363.000000 Penalty: 3762.728516
	Iteration 362Q: 3 clusters Score -1.266836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 103427 members 
Entering Unmasked Estep 
Score: -12668352.000000 Penalty: 3762.728516
	Iteration 363Q: 3 clusters Score -1.266835e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 103429 members 
Entering Unmasked Estep 
Score: -12668350.000000 Penalty: 3762.728516
	Iteration 364Q: 3 clusters Score -1.266835e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 103431 members 
Entering Unmasked Estep 
Score: -12668347.000000 Penalty: 3762.728516
	Iteration 365Q: 3 clusters Score -1.266835e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 103435 members 
Entering Unmasked Estep 
Score: -12668344.000000 Penalty: 3762.728516
	Iteration 366Q: 3 clusters Score -1.266834e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 103442 members 
Entering Unmasked Estep 
Score: -12668344.000000 Penalty: 3762.728516
	Iteration 367Q: 3 clusters Score -1.266834e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 103447 members 
Entering Unmasked Estep 
Score: -12668354.000000 Penalty: 3762.728516
	Iteration 368Q: 3 clusters Score -1.266835e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 103453 members 
Entering Unmasked Estep 
Score: -12668346.000000 Penalty: 3762.728516
	Iteration 369Q: 3 clusters Score -1.266835e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 103464 members 
Entering Unmasked Estep 
Score: -12668340.000000 Penalty: 3762.728516
	Iteration 370Q: 3 clusters Score -1.266834e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 103476 members 
Entering Unmasked Estep 
Score: -12668323.000000 Penalty: 3762.728516
	Iteration 371Q: 3 clusters Score -1.266832e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 103485 members 
Entering Unmasked Estep 
Score: -12668322.000000 Penalty: 3762.728516
	Iteration 372Q: 3 clusters Score -1.266832e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 103489 members 
Entering Unmasked Estep 
Score: -12668332.000000 Penalty: 3762.728516
	Iteration 373Q: 3 clusters Score -1.266833e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 103494 members 
Entering Unmasked Estep 
Score: -12668319.000000 Penalty: 3762.728516
	Iteration 374Q: 3 clusters Score -1.266832e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 103501 members 
Entering Unmasked Estep 
Score: -12668321.000000 Penalty: 3762.728516
	Iteration 375Q: 3 clusters Score -1.266832e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 103509 members 
Entering Unmasked Estep 
Score: -12668328.000000 Penalty: 3762.728516
	Iteration 376Q: 3 clusters Score -1.266833e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 103515 members 
Entering Unmasked Estep 
Score: -12668334.000000 Penalty: 3762.728516
	Iteration 377Q: 3 clusters Score -1.266833e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 103521 members 
Entering Unmasked Estep 
Score: -12668334.000000 Penalty: 3762.728516
	Iteration 378Q: 3 clusters Score -1.266833e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 103528 members 
Entering Unmasked Estep 
Score: -12668328.000000 Penalty: 3762.728516
	Iteration 379Q: 3 clusters Score -1.266833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 103529 members 
Entering Unmasked Estep 
Score: -12668328.000000 Penalty: 3762.728516
	Iteration 380F: 3 clusters Score -1.266833e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 77851 members 
Mstep: Class 3 contains 3628 members 
Mstep: Class 4 contains 19241 members 
Mstep: Class 5 contains 553 members 
Mstep: Class 6 contains 373 members 
Mstep: Class 7 contains 97978 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192606 members 
Mstep: Class 11 contains 15555 members 
Mstep: Class 12 contains 29651 members 
Mstep: Class 13 contains 38460 members 
Mstep: Class 14 contains 13749 members 
Mstep: Class 15 contains 4374 members 
Mstep: Class 16 contains 94734 members 
Mstep: Class 17 contains 10668 members 
Mstep: Class 18 contains 8797 members 
Mstep: Class 19 contains 22613 members 
Mstep: Class 20 contains 1469 members 
Mstep: Class 21 contains 31768 members 
Mstep: Class 22 contains 79640 members 
Mstep: Class 23 contains 69166 members 
Mstep: Class 24 contains 13292 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 610 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12871 members 
Mstep: Class 29 contains 32747 members 
Mstep: Class 30 contains 3806 members 
Mstep: Class 31 contains 8251 members 
Mstep: Class 32 contains 7493 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 85124 members 
Mstep: Class 35 contains 86131 members 
Mstep: Class 36 contains 119019 members 
Mstep: Class 37 contains 12177 members 
Mstep: Class 38 contains 80122 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 826 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 90121 members 
Mstep: Class 43 contains 1010 members 
Mstep: Class 44 contains 83933 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 25152 members 
Mstep: Class 48 contains 49373 members 
Mstep: Class 49 contains 823 members 
Mstep: Class 50 contains 86154 members 
Mstep: Class 51 contains 106684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194672384.000000 Penalty: 121337.851562
Iteration 199Q: 53 clusters Score -1.946724e+08 nChanged 12206
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 76571 members 
Mstep: Class 3 contains 3614 members 
Mstep: Class 4 contains 19250 members 
Mstep: Class 5 contains 555 members 
Mstep: Class 6 contains 419 members 
Mstep: Class 7 contains 97913 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 301 members 
Mstep: Class 10 contains 192597 members 
Mstep: Class 11 contains 15452 members 
Mstep: Class 12 contains 29648 members 
Mstep: Class 13 contains 38417 members 
Mstep: Class 14 contains 13716 members 
Mstep: Class 15 contains 4371 members 
Mstep: Class 16 contains 94077 members 
Mstep: Class 17 contains 10663 members 
Mstep: Class 18 contains 8807 members 
Mstep: Class 19 contains 22606 members 
Mstep: Class 20 contains 1468 members 
Mstep: Class 21 contains 31769 members 
Mstep: Class 22 contains 77797 members 
Mstep: Class 23 contains 69351 members 
Mstep: Class 24 contains 13302 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 603 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12871 members 
Mstep: Class 29 contains 32639 members 
Mstep: Class 30 contains 3807 members 
Mstep: Class 31 contains 8226 members 
Mstep: Class 32 contains 7497 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 85122 members 
Mstep: Class 35 contains 86214 members 
Mstep: Class 36 contains 120665 members 
Mstep: Class 37 contains 12225 members 
Mstep: Class 38 contains 80102 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 817 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 91784 members 
Mstep: Class 43 contains 1010 members 
Mstep: Class 44 contains 83833 members 
Mstep: Class 45 contains 396 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 25049 members 
Mstep: Class 48 contains 49751 members 
Mstep: Class 49 contains 807 members 
Mstep: Class 50 contains 88549 members 
Mstep: Class 51 contains 104675 members 
Mstep: Class 52 contains 294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194673424.000000 Penalty: 121337.851562
Iteration 200F: 53 clusters Score -1.946734e+08 nChanged 12381
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 74812 members 
Mstep: Class 3 contains 3597 members 
Mstep: Class 4 contains 19256 members 
Mstep: Class 5 contains 555 members 
Mstep: Class 6 contains 426 members 
Mstep: Class 7 contains 97823 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 294 members 
Mstep: Class 10 contains 192572 members 
Mstep: Class 11 contains 15352 members 
Mstep: Class 12 contains 29641 members 
Mstep: Class 13 contains 38377 members 
Mstep: Class 14 contains 13685 members 
Mstep: Class 15 contains 4368 members 
Mstep: Class 16 contains 93635 members 
Mstep: Class 17 contains 10661 members 
Mstep: Class 18 contains 8817 members 
Mstep: Class 19 contains 22608 members 
Mstep: Class 20 contains 1466 members 
Mstep: Class 21 contains 31766 members 
Mstep: Class 22 contains 75649 members 
Mstep: Class 23 contains 69579 members 
Mstep: Class 24 contains 13310 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 600 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12873 members 
Mstep: Class 29 contains 32524 members 
Mstep: Class 30 contains 3806 members 
Mstep: Class 31 contains 8204 members 
Mstep: Class 32 contains 7500 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 85187 members 
Mstep: Class 35 contains 86323 members 
Mstep: Class 36 contains 122243 members 
Mstep: Class 37 contains 12255 members 
Mstep: Class 38 contains 80090 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 817 members 
Mstep: Class 41 contains 474 members 
Mstep: Class 42 contains 93072 members 
Mstep: Class 43 contains 1010 members 
Mstep: Class 44 contains 83686 members 
Mstep: Class 45 contains 397 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 24947 members 
Mstep: Class 48 contains 50096 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 91730 members 
Mstep: Class 51 contains 102884 members 
Mstep: Class 52 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194673888.000000 Penalty: 121337.851562
Iteration 201Q: 53 clusters Score -1.946739e+08 nChanged 12629
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 73284 members 
Mstep: Class 3 contains 3584 members 
Mstep: Class 4 contains 19263 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 434 members 
Mstep: Class 7 contains 97787 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 292 members 
Mstep: Class 10 contains 192549 members 
Mstep: Class 11 contains 15248 members 
Mstep: Class 12 contains 29634 members 
Mstep: Class 13 contains 38360 members 
Mstep: Class 14 contains 13630 members 
Mstep: Class 15 contains 4368 members 
Mstep: Class 16 contains 93354 members 
Mstep: Class 17 contains 10664 members 
Mstep: Class 18 contains 8822 members 
Mstep: Class 19 contains 22601 members 
Mstep: Class 20 contains 1465 members 
Mstep: Class 21 contains 31763 members 
Mstep: Class 22 contains 73212 members 
Mstep: Class 23 contains 69905 members 
Mstep: Class 24 contains 13313 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 600 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12873 members 
Mstep: Class 29 contains 32423 members 
Mstep: Class 30 contains 3807 members 
Mstep: Class 31 contains 8187 members 
Mstep: Class 32 contains 7503 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 85291 members 
Mstep: Class 35 contains 86462 members 
Mstep: Class 36 contains 123570 members 
Mstep: Class 37 contains 12288 members 
Mstep: Class 38 contains 80094 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 814 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 94141 members 
Mstep: Class 43 contains 1010 members 
Mstep: Class 44 contains 83529 members 
Mstep: Class 45 contains 397 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 24866 members 
Mstep: Class 48 contains 50421 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 94919 members 
Mstep: Class 51 contains 101214 members 
Mstep: Class 52 contains 314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194674432.000000 Penalty: 121337.851562
Iteration 202Q: 53 clusters Score -1.946744e+08 nChanged 12510
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 71814 members 
Mstep: Class 3 contains 3575 members 
Mstep: Class 4 contains 19259 members 
Mstep: Class 5 contains 559 members 
Mstep: Class 6 contains 436 members 
Mstep: Class 7 contains 97767 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192533 members 
Mstep: Class 11 contains 15146 members 
Mstep: Class 12 contains 29627 members 
Mstep: Class 13 contains 38353 members 
Mstep: Class 14 contains 13588 members 
Mstep: Class 15 contains 4368 members 
Mstep: Class 16 contains 93276 members 
Mstep: Class 17 contains 10666 members 
Mstep: Class 18 contains 8836 members 
Mstep: Class 19 contains 22604 members 
Mstep: Class 20 contains 1465 members 
Mstep: Class 21 contains 31764 members 
Mstep: Class 22 contains 70671 members 
Mstep: Class 23 contains 70302 members 
Mstep: Class 24 contains 13323 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 602 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12871 members 
Mstep: Class 29 contains 32377 members 
Mstep: Class 30 contains 3806 members 
Mstep: Class 31 contains 8178 members 
Mstep: Class 32 contains 7505 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 85391 members 
Mstep: Class 35 contains 86570 members 
Mstep: Class 36 contains 124632 members 
Mstep: Class 37 contains 12291 members 
Mstep: Class 38 contains 80099 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 813 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 95202 members 
Mstep: Class 43 contains 1010 members 
Mstep: Class 44 contains 83331 members 
Mstep: Class 45 contains 396 members 
Mstep: Class 46 contains 342 members 
Mstep: Class 47 contains 24843 members 
Mstep: Class 48 contains 50692 members 
Mstep: Class 49 contains 806 members 
Mstep: Class 50 contains 98025 members 
Mstep: Class 51 contains 99641 members 
Mstep: Class 52 contains 315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194674528.000000 Penalty: 121337.851562
Iteration 203Q: 53 clusters Score -1.946745e+08 nChanged 12622
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 70583 members 
Mstep: Class 3 contains 3559 members 
Mstep: Class 4 contains 19263 members 
Mstep: Class 5 contains 559 members 
Mstep: Class 6 contains 439 members 
Mstep: Class 7 contains 97751 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192517 members 
Mstep: Class 11 contains 15025 members 
Mstep: Class 12 contains 29627 members 
Mstep: Class 13 contains 38360 members 
Mstep: Class 14 contains 13567 members 
Mstep: Class 15 contains 4368 members 
Mstep: Class 16 contains 93309 members 
Mstep: Class 17 contains 10660 members 
Mstep: Class 18 contains 8860 members 
Mstep: Class 19 contains 22603 members 
Mstep: Class 20 contains 1466 members 
Mstep: Class 21 contains 31763 members 
Mstep: Class 22 contains 68065 members 
Mstep: Class 23 contains 70705 members 
Mstep: Class 24 contains 13336 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 605 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12870 members 
Mstep: Class 29 contains 32336 members 
Mstep: Class 30 contains 3807 members 
Mstep: Class 31 contains 8167 members 
Mstep: Class 32 contains 7506 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 85568 members 
Mstep: Class 35 contains 86663 members 
Mstep: Class 36 contains 125338 members 
Mstep: Class 37 contains 12289 members 
Mstep: Class 38 contains 80088 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 812 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 96194 members 
Mstep: Class 43 contains 1010 members 
Mstep: Class 44 contains 83120 members 
Mstep: Class 45 contains 396 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 24861 members 
Mstep: Class 48 contains 50968 members 
Mstep: Class 49 contains 806 members 
Mstep: Class 50 contains 100988 members 
Mstep: Class 51 contains 98239 members 
Mstep: Class 52 contains 313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194674512.000000 Penalty: 121337.851562
Iteration 204Q: 53 clusters Score -1.946745e+08 nChanged 12564
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 69656 members 
Mstep: Class 3 contains 3537 members 
Mstep: Class 4 contains 19271 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 440 members 
Mstep: Class 7 contains 97712 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192502 members 
Mstep: Class 11 contains 14901 members 
Mstep: Class 12 contains 29625 members 
Mstep: Class 13 contains 38331 members 
Mstep: Class 14 contains 13550 members 
Mstep: Class 15 contains 4366 members 
Mstep: Class 16 contains 93649 members 
Mstep: Class 17 contains 10661 members 
Mstep: Class 18 contains 8869 members 
Mstep: Class 19 contains 22602 members 
Mstep: Class 20 contains 1464 members 
Mstep: Class 21 contains 31763 members 
Mstep: Class 22 contains 65569 members 
Mstep: Class 23 contains 71166 members 
Mstep: Class 24 contains 13342 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 606 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12869 members 
Mstep: Class 29 contains 32325 members 
Mstep: Class 30 contains 3806 members 
Mstep: Class 31 contains 8156 members 
Mstep: Class 32 contains 7509 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 85735 members 
Mstep: Class 35 contains 86795 members 
Mstep: Class 36 contains 125441 members 
Mstep: Class 37 contains 12309 members 
Mstep: Class 38 contains 80086 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 814 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 97111 members 
Mstep: Class 43 contains 1011 members 
Mstep: Class 44 contains 82869 members 
Mstep: Class 45 contains 397 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 24855 members 
Mstep: Class 48 contains 51288 members 
Mstep: Class 49 contains 806 members 
Mstep: Class 50 contains 103751 members 
Mstep: Class 51 contains 96944 members 
Mstep: Class 52 contains 313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194675056.000000 Penalty: 121337.851562
Iteration 205Q: 53 clusters Score -1.946751e+08 nChanged 13070
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 69302 members 
Mstep: Class 3 contains 3523 members 
Mstep: Class 4 contains 19283 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 440 members 
Mstep: Class 7 contains 97658 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 292 members 
Mstep: Class 10 contains 192502 members 
Mstep: Class 11 contains 14785 members 
Mstep: Class 12 contains 29629 members 
Mstep: Class 13 contains 38316 members 
Mstep: Class 14 contains 13533 members 
Mstep: Class 15 contains 4364 members 
Mstep: Class 16 contains 94158 members 
Mstep: Class 17 contains 10660 members 
Mstep: Class 18 contains 8866 members 
Mstep: Class 19 contains 22601 members 
Mstep: Class 20 contains 1464 members 
Mstep: Class 21 contains 31764 members 
Mstep: Class 22 contains 63212 members 
Mstep: Class 23 contains 71584 members 
Mstep: Class 24 contains 13352 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 606 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12869 members 
Mstep: Class 29 contains 32330 members 
Mstep: Class 30 contains 3806 members 
Mstep: Class 31 contains 8153 members 
Mstep: Class 32 contains 7511 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 85837 members 
Mstep: Class 35 contains 86934 members 
Mstep: Class 36 contains 124603 members 
Mstep: Class 37 contains 12352 members 
Mstep: Class 38 contains 80073 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 815 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 97867 members 
Mstep: Class 43 contains 1011 members 
Mstep: Class 44 contains 82576 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 24919 members 
Mstep: Class 48 contains 51583 members 
Mstep: Class 49 contains 806 members 
Mstep: Class 50 contains 106545 members 
Mstep: Class 51 contains 95871 members 
Mstep: Class 52 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194675056.000000 Penalty: 121337.851562
Iteration 206Q: 53 clusters Score -1.946751e+08 nChanged 13045
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 69207 members 
Mstep: Class 3 contains 3507 members 
Mstep: Class 4 contains 19290 members 
Mstep: Class 5 contains 558 members 
Mstep: Class 6 contains 441 members 
Mstep: Class 7 contains 97621 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 192501 members 
Mstep: Class 11 contains 14662 members 
Mstep: Class 12 contains 29626 members 
Mstep: Class 13 contains 38297 members 
Mstep: Class 14 contains 13514 members 
Mstep: Class 15 contains 4363 members 
Mstep: Class 16 contains 94794 members 
Mstep: Class 17 contains 10666 members 
Mstep: Class 18 contains 8881 members 
Mstep: Class 19 contains 22603 members 
Mstep: Class 20 contains 1464 members 
Mstep: Class 21 contains 31768 members 
Mstep: Class 22 contains 61049 members 
Mstep: Class 23 contains 71928 members 
Mstep: Class 24 contains 13357 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 606 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12865 members 
Mstep: Class 29 contains 32331 members 
Mstep: Class 30 contains 3807 members 
Mstep: Class 31 contains 8148 members 
Mstep: Class 32 contains 7512 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 85938 members 
Mstep: Class 35 contains 87127 members 
Mstep: Class 36 contains 123289 members 
Mstep: Class 37 contains 12396 members 
Mstep: Class 38 contains 80074 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 815 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 98586 members 
Mstep: Class 43 contains 1011 members 
Mstep: Class 44 contains 82289 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 24988 members 
Mstep: Class 48 contains 51882 members 
Mstep: Class 49 contains 806 members 
Mstep: Class 50 contains 109127 members 
Mstep: Class 51 contains 94928 members 
Mstep: Class 52 contains 310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194675680.000000 Penalty: 121337.851562
Iteration 207Q: 53 clusters Score -1.946757e+08 nChanged 12735
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 69277 members 
Mstep: Class 3 contains 3486 members 
Mstep: Class 4 contains 19287 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 97625 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 192489 members 
Mstep: Class 11 contains 14543 members 
Mstep: Class 12 contains 29632 members 
Mstep: Class 13 contains 38293 members 
Mstep: Class 14 contains 13501 members 
Mstep: Class 15 contains 4363 members 
Mstep: Class 16 contains 95431 members 
Mstep: Class 17 contains 10673 members 
Mstep: Class 18 contains 8895 members 
Mstep: Class 19 contains 22596 members 
Mstep: Class 20 contains 1464 members 
Mstep: Class 21 contains 31769 members 
Mstep: Class 22 contains 59089 members 
Mstep: Class 23 contains 72179 members 
Mstep: Class 24 contains 13363 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 606 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12865 members 
Mstep: Class 29 contains 32336 members 
Mstep: Class 30 contains 3808 members 
Mstep: Class 31 contains 8151 members 
Mstep: Class 32 contains 7512 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 85988 members 
Mstep: Class 35 contains 87295 members 
Mstep: Class 36 contains 121754 members 
Mstep: Class 37 contains 12455 members 
Mstep: Class 38 contains 80067 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 816 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 99330 members 
Mstep: Class 43 contains 1011 members 
Mstep: Class 44 contains 81990 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 25086 members 
Mstep: Class 48 contains 52067 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 111488 members 
Mstep: Class 51 contains 94238 members 
Mstep: Class 52 contains 308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194676336.000000 Penalty: 121337.851562
Iteration 208Q: 53 clusters Score -1.946763e+08 nChanged 12041
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 69421 members 
Mstep: Class 3 contains 3461 members 
Mstep: Class 4 contains 19289 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 97621 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 192469 members 
Mstep: Class 11 contains 14430 members 
Mstep: Class 12 contains 29636 members 
Mstep: Class 13 contains 38268 members 
Mstep: Class 14 contains 13494 members 
Mstep: Class 15 contains 4363 members 
Mstep: Class 16 contains 95987 members 
Mstep: Class 17 contains 10676 members 
Mstep: Class 18 contains 8914 members 
Mstep: Class 19 contains 22598 members 
Mstep: Class 20 contains 1465 members 
Mstep: Class 21 contains 31774 members 
Mstep: Class 22 contains 57280 members 
Mstep: Class 23 contains 72436 members 
Mstep: Class 24 contains 13370 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 606 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12864 members 
Mstep: Class 29 contains 32338 members 
Mstep: Class 30 contains 3808 members 
Mstep: Class 31 contains 8155 members 
Mstep: Class 32 contains 7512 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 86046 members 
Mstep: Class 35 contains 87444 members 
Mstep: Class 36 contains 120307 members 
Mstep: Class 37 contains 12544 members 
Mstep: Class 38 contains 80062 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 817 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 100027 members 
Mstep: Class 43 contains 1011 members 
Mstep: Class 44 contains 81694 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 25169 members 
Mstep: Class 48 contains 52235 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 113601 members 
Mstep: Class 51 contains 93627 members 
Mstep: Class 52 contains 307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194675968.000000 Penalty: 121337.851562
Iteration 209Q: 53 clusters Score -1.94676e+08 nChanged 11110
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 69527 members 
Mstep: Class 3 contains 3446 members 
Mstep: Class 4 contains 19294 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 97582 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 192476 members 
Mstep: Class 11 contains 14318 members 
Mstep: Class 12 contains 29640 members 
Mstep: Class 13 contains 38250 members 
Mstep: Class 14 contains 13478 members 
Mstep: Class 15 contains 4364 members 
Mstep: Class 16 contains 96385 members 
Mstep: Class 17 contains 10677 members 
Mstep: Class 18 contains 8916 members 
Mstep: Class 19 contains 22600 members 
Mstep: Class 20 contains 1463 members 
Mstep: Class 21 contains 31777 members 
Mstep: Class 22 contains 55599 members 
Mstep: Class 23 contains 72671 members 
Mstep: Class 24 contains 13383 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 606 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12863 members 
Mstep: Class 29 contains 32334 members 
Mstep: Class 30 contains 3810 members 
Mstep: Class 31 contains 8154 members 
Mstep: Class 32 contains 7512 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 86100 members 
Mstep: Class 35 contains 87556 members 
Mstep: Class 36 contains 119191 members 
Mstep: Class 37 contains 12611 members 
Mstep: Class 38 contains 80045 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 100518 members 
Mstep: Class 43 contains 1011 members 
Mstep: Class 44 contains 81460 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 25284 members 
Mstep: Class 48 contains 52379 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 115517 members 
Mstep: Class 51 contains 93204 members 
Mstep: Class 52 contains 307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194675808.000000 Penalty: 121337.851562
Iteration 210Q: 53 clusters Score -1.946758e+08 nChanged 10700
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 69576 members 
Mstep: Class 3 contains 3425 members 
Mstep: Class 4 contains 19288 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 97553 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 192478 members 
Mstep: Class 11 contains 14208 members 
Mstep: Class 12 contains 29636 members 
Mstep: Class 13 contains 38251 members 
Mstep: Class 14 contains 13455 members 
Mstep: Class 15 contains 4366 members 
Mstep: Class 16 contains 96802 members 
Mstep: Class 17 contains 10671 members 
Mstep: Class 18 contains 8913 members 
Mstep: Class 19 contains 22602 members 
Mstep: Class 20 contains 1464 members 
Mstep: Class 21 contains 31786 members 
Mstep: Class 22 contains 53952 members 
Mstep: Class 23 contains 72824 members 
Mstep: Class 24 contains 13397 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 607 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12863 members 
Mstep: Class 29 contains 32298 members 
Mstep: Class 30 contains 3806 members 
Mstep: Class 31 contains 8150 members 
Mstep: Class 32 contains 7512 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 86160 members 
Mstep: Class 35 contains 87709 members 
Mstep: Class 36 contains 118379 members 
Mstep: Class 37 contains 12703 members 
Mstep: Class 38 contains 80050 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 100950 members 
Mstep: Class 43 contains 1011 members 
Mstep: Class 44 contains 81209 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 25417 members 
Mstep: Class 48 contains 52616 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 117127 members 
Mstep: Class 51 contains 92786 members 
Mstep: Class 52 contains 307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194675888.000000 Penalty: 121337.851562
Iteration 211Q: 53 clusters Score -1.946759e+08 nChanged 10784
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 69847 members 
Mstep: Class 3 contains 3410 members 
Mstep: Class 4 contains 19270 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 97538 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 192479 members 
Mstep: Class 11 contains 14134 members 
Mstep: Class 12 contains 29633 members 
Mstep: Class 13 contains 38217 members 
Mstep: Class 14 contains 13442 members 
Mstep: Class 15 contains 4366 members 
Mstep: Class 16 contains 97186 members 
Mstep: Class 17 contains 10672 members 
Mstep: Class 18 contains 8912 members 
Mstep: Class 19 contains 22603 members 
Mstep: Class 20 contains 1463 members 
Mstep: Class 21 contains 31786 members 
Mstep: Class 22 contains 52505 members 
Mstep: Class 23 contains 73037 members 
Mstep: Class 24 contains 13411 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 608 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12863 members 
Mstep: Class 29 contains 32245 members 
Mstep: Class 30 contains 3809 members 
Mstep: Class 31 contains 8147 members 
Mstep: Class 32 contains 7512 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 86170 members 
Mstep: Class 35 contains 87849 members 
Mstep: Class 36 contains 117277 members 
Mstep: Class 37 contains 12784 members 
Mstep: Class 38 contains 80050 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 101318 members 
Mstep: Class 43 contains 1011 members 
Mstep: Class 44 contains 80954 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 25540 members 
Mstep: Class 48 contains 52882 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 118577 members 
Mstep: Class 51 contains 92494 members 
Mstep: Class 52 contains 306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194675456.000000 Penalty: 121337.851562
Iteration 212Q: 53 clusters Score -1.946755e+08 nChanged 10673
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 70282 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 19261 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 97514 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 192466 members 
Mstep: Class 11 contains 14089 members 
Mstep: Class 12 contains 29630 members 
Mstep: Class 13 contains 38199 members 
Mstep: Class 14 contains 13428 members 
Mstep: Class 15 contains 4366 members 
Mstep: Class 16 contains 97457 members 
Mstep: Class 17 contains 10674 members 
Mstep: Class 18 contains 8907 members 
Mstep: Class 19 contains 22607 members 
Mstep: Class 20 contains 1462 members 
Mstep: Class 21 contains 31790 members 
Mstep: Class 22 contains 51206 members 
Mstep: Class 23 contains 73192 members 
Mstep: Class 24 contains 13414 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 608 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12860 members 
Mstep: Class 29 contains 32201 members 
Mstep: Class 30 contains 3810 members 
Mstep: Class 31 contains 8136 members 
Mstep: Class 32 contains 7513 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 86149 members 
Mstep: Class 35 contains 88043 members 
Mstep: Class 36 contains 116187 members 
Mstep: Class 37 contains 12844 members 
Mstep: Class 38 contains 80048 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 101656 members 
Mstep: Class 43 contains 1011 members 
Mstep: Class 44 contains 80678 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 25619 members 
Mstep: Class 48 contains 53136 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 119843 members 
Mstep: Class 51 contains 92320 members 
Mstep: Class 52 contains 306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194675392.000000 Penalty: 121337.851562
Iteration 213Q: 53 clusters Score -1.946754e+08 nChanged 10644
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 70937 members 
Mstep: Class 3 contains 3381 members 
Mstep: Class 4 contains 19255 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 97513 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 192452 members 
Mstep: Class 11 contains 14038 members 
Mstep: Class 12 contains 29630 members 
Mstep: Class 13 contains 38184 members 
Mstep: Class 14 contains 13407 members 
Mstep: Class 15 contains 4366 members 
Mstep: Class 16 contains 97740 members 
Mstep: Class 17 contains 10675 members 
Mstep: Class 18 contains 8909 members 
Mstep: Class 19 contains 22613 members 
Mstep: Class 20 contains 1463 members 
Mstep: Class 21 contains 31789 members 
Mstep: Class 22 contains 50056 members 
Mstep: Class 23 contains 73323 members 
Mstep: Class 24 contains 13421 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 608 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12857 members 
Mstep: Class 29 contains 32147 members 
Mstep: Class 30 contains 3812 members 
Mstep: Class 31 contains 8135 members 
Mstep: Class 32 contains 7513 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 86123 members 
Mstep: Class 35 contains 88181 members 
Mstep: Class 36 contains 114928 members 
Mstep: Class 37 contains 12908 members 
Mstep: Class 38 contains 80048 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 101962 members 
Mstep: Class 43 contains 1011 members 
Mstep: Class 44 contains 80435 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 25702 members 
Mstep: Class 48 contains 53317 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 120819 members 
Mstep: Class 51 contains 92343 members 
Mstep: Class 52 contains 306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194675696.000000 Penalty: 121337.851562
Iteration 214Q: 53 clusters Score -1.946757e+08 nChanged 11029
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 71787 members 
Mstep: Class 3 contains 3367 members 
Mstep: Class 4 contains 19250 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 97532 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 192442 members 
Mstep: Class 11 contains 13993 members 
Mstep: Class 12 contains 29627 members 
Mstep: Class 13 contains 38166 members 
Mstep: Class 14 contains 13379 members 
Mstep: Class 15 contains 4366 members 
Mstep: Class 16 contains 98044 members 
Mstep: Class 17 contains 10674 members 
Mstep: Class 18 contains 8901 members 
Mstep: Class 19 contains 22616 members 
Mstep: Class 20 contains 1463 members 
Mstep: Class 21 contains 31789 members 
Mstep: Class 22 contains 48987 members 
Mstep: Class 23 contains 73476 members 
Mstep: Class 24 contains 13415 members 
Mstep: Class 25 contains 614 members 
Mstep: Class 26 contains 608 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12856 members 
Mstep: Class 29 contains 32114 members 
Mstep: Class 30 contains 3814 members 
Mstep: Class 31 contains 8135 members 
Mstep: Class 32 contains 7514 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 86108 members 
Mstep: Class 35 contains 88335 members 
Mstep: Class 36 contains 113486 members 
Mstep: Class 37 contains 12962 members 
Mstep: Class 38 contains 80043 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 102043 members 
Mstep: Class 43 contains 1011 members 
Mstep: Class 44 contains 80202 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 25807 members 
Mstep: Class 48 contains 53592 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 121579 members 
Mstep: Class 51 contains 92517 members 
Mstep: Class 52 contains 306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194675168.000000 Penalty: 121337.851562
Iteration 215Q: 53 clusters Score -1.946752e+08 nChanged 11192
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 72798 members 
Mstep: Class 3 contains 3357 members 
Mstep: Class 4 contains 19250 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 97550 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 192440 members 
Mstep: Class 11 contains 13938 members 
Mstep: Class 12 contains 29623 members 
Mstep: Class 13 contains 38145 members 
Mstep: Class 14 contains 13355 members 
Mstep: Class 15 contains 4366 members 
Mstep: Class 16 contains 98286 members 
Mstep: Class 17 contains 10669 members 
Mstep: Class 18 contains 8885 members 
Mstep: Class 19 contains 22619 members 
Mstep: Class 20 contains 1464 members 
Mstep: Class 21 contains 31788 members 
Mstep: Class 22 contains 47922 members 
Mstep: Class 23 contains 73625 members 
Mstep: Class 24 contains 13414 members 
Mstep: Class 25 contains 614 members 
Mstep: Class 26 contains 608 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12855 members 
Mstep: Class 29 contains 32097 members 
Mstep: Class 30 contains 3816 members 
Mstep: Class 31 contains 8140 members 
Mstep: Class 32 contains 7514 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 86070 members 
Mstep: Class 35 contains 88600 members 
Mstep: Class 36 contains 112060 members 
Mstep: Class 37 contains 13018 members 
Mstep: Class 38 contains 80039 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 820 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 102110 members 
Mstep: Class 43 contains 1011 members 
Mstep: Class 44 contains 79943 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 25912 members 
Mstep: Class 48 contains 53834 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 122124 members 
Mstep: Class 51 contains 92754 members 
Mstep: Class 52 contains 306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194674400.000000 Penalty: 121337.851562
Iteration 216Q: 53 clusters Score -1.946744e+08 nChanged 11016
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 73879 members 
Mstep: Class 3 contains 3352 members 
Mstep: Class 4 contains 19244 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 97543 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 192431 members 
Mstep: Class 11 contains 13900 members 
Mstep: Class 12 contains 29623 members 
Mstep: Class 13 contains 38127 members 
Mstep: Class 14 contains 13326 members 
Mstep: Class 15 contains 4366 members 
Mstep: Class 16 contains 98561 members 
Mstep: Class 17 contains 10673 members 
Mstep: Class 18 contains 8884 members 
Mstep: Class 19 contains 22623 members 
Mstep: Class 20 contains 1463 members 
Mstep: Class 21 contains 31790 members 
Mstep: Class 22 contains 46846 members 
Mstep: Class 23 contains 73751 members 
Mstep: Class 24 contains 13409 members 
Mstep: Class 25 contains 614 members 
Mstep: Class 26 contains 608 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12855 members 
Mstep: Class 29 contains 32039 members 
Mstep: Class 30 contains 3817 members 
Mstep: Class 31 contains 8139 members 
Mstep: Class 32 contains 7514 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 86022 members 
Mstep: Class 35 contains 88825 members 
Mstep: Class 36 contains 110839 members 
Mstep: Class 37 contains 13081 members 
Mstep: Class 38 contains 80029 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 820 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 102202 members 
Mstep: Class 43 contains 1011 members 
Mstep: Class 44 contains 79693 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 26034 members 
Mstep: Class 48 contains 54069 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 122324 members 
Mstep: Class 51 contains 93107 members 
Mstep: Class 52 contains 306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194674640.000000 Penalty: 121337.851562
Iteration 217Q: 53 clusters Score -1.946746e+08 nChanged 10882
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 74981 members 
Mstep: Class 3 contains 3356 members 
Mstep: Class 4 contains 19235 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 97548 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 192435 members 
Mstep: Class 11 contains 13845 members 
Mstep: Class 12 contains 29620 members 
Mstep: Class 13 contains 38123 members 
Mstep: Class 14 contains 13289 members 
Mstep: Class 15 contains 4366 members 
Mstep: Class 16 contains 98712 members 
Mstep: Class 17 contains 10671 members 
Mstep: Class 18 contains 8886 members 
Mstep: Class 19 contains 22631 members 
Mstep: Class 20 contains 1464 members 
Mstep: Class 21 contains 31792 members 
Mstep: Class 22 contains 45768 members 
Mstep: Class 23 contains 73894 members 
Mstep: Class 24 contains 13402 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 608 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12855 members 
Mstep: Class 29 contains 32001 members 
Mstep: Class 30 contains 3817 members 
Mstep: Class 31 contains 8147 members 
Mstep: Class 32 contains 7514 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 85957 members 
Mstep: Class 35 contains 89144 members 
Mstep: Class 36 contains 109885 members 
Mstep: Class 37 contains 13111 members 
Mstep: Class 38 contains 80036 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 820 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 102279 members 
Mstep: Class 43 contains 1011 members 
Mstep: Class 44 contains 79454 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 26136 members 
Mstep: Class 48 contains 54307 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 122102 members 
Mstep: Class 51 contains 93618 members 
Mstep: Class 52 contains 306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194674688.000000 Penalty: 121337.851562
Iteration 218Q: 53 clusters Score -1.946747e+08 nChanged 10818
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 76135 members 
Mstep: Class 3 contains 3362 members 
Mstep: Class 4 contains 19231 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 97571 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 192432 members 
Mstep: Class 11 contains 13798 members 
Mstep: Class 12 contains 29613 members 
Mstep: Class 13 contains 38105 members 
Mstep: Class 14 contains 13265 members 
Mstep: Class 15 contains 4366 members 
Mstep: Class 16 contains 98861 members 
Mstep: Class 17 contains 10672 members 
Mstep: Class 18 contains 8899 members 
Mstep: Class 19 contains 22633 members 
Mstep: Class 20 contains 1464 members 
Mstep: Class 21 contains 31791 members 
Mstep: Class 22 contains 44681 members 
Mstep: Class 23 contains 73986 members 
Mstep: Class 24 contains 13400 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 608 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12855 members 
Mstep: Class 29 contains 31953 members 
Mstep: Class 30 contains 3817 members 
Mstep: Class 31 contains 8154 members 
Mstep: Class 32 contains 7515 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 85915 members 
Mstep: Class 35 contains 89338 members 
Mstep: Class 36 contains 109127 members 
Mstep: Class 37 contains 13120 members 
Mstep: Class 38 contains 80040 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 820 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 102389 members 
Mstep: Class 43 contains 1011 members 
Mstep: Class 44 contains 79213 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 26197 members 
Mstep: Class 48 contains 54529 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 121717 members 
Mstep: Class 51 contains 94237 members 
Mstep: Class 52 contains 306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194675472.000000 Penalty: 121337.851562
Iteration 219Q: 53 clusters Score -1.946755e+08 nChanged 11082
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 77430 members 
Mstep: Class 3 contains 3362 members 
Mstep: Class 4 contains 19236 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 97580 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 293 members 
Mstep: Class 10 contains 192437 members 
Mstep: Class 11 contains 13729 members 
Mstep: Class 12 contains 29607 members 
Mstep: Class 13 contains 38101 members 
Mstep: Class 14 contains 13236 members 
Mstep: Class 15 contains 4367 members 
Mstep: Class 16 contains 98949 members 
Mstep: Class 17 contains 10678 members 
Mstep: Class 18 contains 8897 members 
Mstep: Class 19 contains 22635 members 
Mstep: Class 20 contains 1464 members 
Mstep: Class 21 contains 31791 members 
Mstep: Class 22 contains 43491 members 
Mstep: Class 23 contains 74026 members 
Mstep: Class 24 contains 13402 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 608 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12855 members 
Mstep: Class 29 contains 31900 members 
Mstep: Class 30 contains 3816 members 
Mstep: Class 31 contains 8153 members 
Mstep: Class 32 contains 7515 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 85871 members 
Mstep: Class 35 contains 89550 members 
Mstep: Class 36 contains 108682 members 
Mstep: Class 37 contains 13151 members 
Mstep: Class 38 contains 80029 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 820 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 102492 members 
Mstep: Class 43 contains 1011 members 
Mstep: Class 44 contains 78928 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 26288 members 
Mstep: Class 48 contains 54724 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 121029 members 
Mstep: Class 51 contains 94980 members 
Mstep: Class 52 contains 306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194676736.000000 Penalty: 121337.851562
Iteration 220F: 53 clusters Score -1.946767e+08 nChanged 12604
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 78833 members 
Mstep: Class 3 contains 3370 members 
Mstep: Class 4 contains 19240 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 97527 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192432 members 
Mstep: Class 11 contains 13643 members 
Mstep: Class 12 contains 29597 members 
Mstep: Class 13 contains 38092 members 
Mstep: Class 14 contains 13197 members 
Mstep: Class 15 contains 4369 members 
Mstep: Class 16 contains 99001 members 
Mstep: Class 17 contains 10675 members 
Mstep: Class 18 contains 8888 members 
Mstep: Class 19 contains 22639 members 
Mstep: Class 20 contains 1465 members 
Mstep: Class 21 contains 31792 members 
Mstep: Class 22 contains 42430 members 
Mstep: Class 23 contains 73989 members 
Mstep: Class 24 contains 13391 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 608 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12855 members 
Mstep: Class 29 contains 31868 members 
Mstep: Class 30 contains 3816 members 
Mstep: Class 31 contains 8155 members 
Mstep: Class 32 contains 7515 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 85815 members 
Mstep: Class 35 contains 89790 members 
Mstep: Class 36 contains 106627 members 
Mstep: Class 37 contains 13183 members 
Mstep: Class 38 contains 80033 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 820 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 102555 members 
Mstep: Class 43 contains 1011 members 
Mstep: Class 44 contains 78574 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 26359 members 
Mstep: Class 48 contains 54895 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 121980 members 
Mstep: Class 51 contains 95791 members 
Mstep: Class 52 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194677344.000000 Penalty: 121337.851562
Iteration 221Q: 53 clusters Score -1.946773e+08 nChanged 12547
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 80319 members 
Mstep: Class 3 contains 3368 members 
Mstep: Class 4 contains 19242 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 97462 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 290 members 
Mstep: Class 10 contains 192440 members 
Mstep: Class 11 contains 13548 members 
Mstep: Class 12 contains 29596 members 
Mstep: Class 13 contains 38074 members 
Mstep: Class 14 contains 13144 members 
Mstep: Class 15 contains 4370 members 
Mstep: Class 16 contains 99119 members 
Mstep: Class 17 contains 10679 members 
Mstep: Class 18 contains 8897 members 
Mstep: Class 19 contains 22638 members 
Mstep: Class 20 contains 1466 members 
Mstep: Class 21 contains 31792 members 
Mstep: Class 22 contains 41615 members 
Mstep: Class 23 contains 73891 members 
Mstep: Class 24 contains 13392 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 608 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12855 members 
Mstep: Class 29 contains 31833 members 
Mstep: Class 30 contains 3816 members 
Mstep: Class 31 contains 8157 members 
Mstep: Class 32 contains 7515 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 85756 members 
Mstep: Class 35 contains 89962 members 
Mstep: Class 36 contains 104561 members 
Mstep: Class 37 contains 13224 members 
Mstep: Class 38 contains 80033 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 820 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 102583 members 
Mstep: Class 43 contains 1011 members 
Mstep: Class 44 contains 78236 members 
Mstep: Class 45 contains 397 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 26415 members 
Mstep: Class 48 contains 55194 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 122651 members 
Mstep: Class 51 contains 96538 members 
Mstep: Class 52 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194677424.000000 Penalty: 121337.851562
Iteration 222Q: 53 clusters Score -1.946774e+08 nChanged 12759
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 81854 members 
Mstep: Class 3 contains 3378 members 
Mstep: Class 4 contains 19234 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 97386 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 290 members 
Mstep: Class 10 contains 192451 members 
Mstep: Class 11 contains 13476 members 
Mstep: Class 12 contains 29596 members 
Mstep: Class 13 contains 38045 members 
Mstep: Class 14 contains 13103 members 
Mstep: Class 15 contains 4370 members 
Mstep: Class 16 contains 99270 members 
Mstep: Class 17 contains 10671 members 
Mstep: Class 18 contains 8901 members 
Mstep: Class 19 contains 22642 members 
Mstep: Class 20 contains 1464 members 
Mstep: Class 21 contains 31794 members 
Mstep: Class 22 contains 40859 members 
Mstep: Class 23 contains 73693 members 
Mstep: Class 24 contains 13389 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 608 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12855 members 
Mstep: Class 29 contains 31804 members 
Mstep: Class 30 contains 3817 members 
Mstep: Class 31 contains 8155 members 
Mstep: Class 32 contains 7515 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 85679 members 
Mstep: Class 35 contains 90156 members 
Mstep: Class 36 contains 102690 members 
Mstep: Class 37 contains 13241 members 
Mstep: Class 38 contains 80026 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 820 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 102607 members 
Mstep: Class 43 contains 1011 members 
Mstep: Class 44 contains 77918 members 
Mstep: Class 45 contains 398 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 26465 members 
Mstep: Class 48 contains 55544 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 123085 members 
Mstep: Class 51 contains 97248 members 
Mstep: Class 52 contains 310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194677392.000000 Penalty: 121337.851562
Iteration 223Q: 53 clusters Score -1.946774e+08 nChanged 12613
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 83398 members 
Mstep: Class 3 contains 3386 members 
Mstep: Class 4 contains 19231 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 97307 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192440 members 
Mstep: Class 11 contains 13431 members 
Mstep: Class 12 contains 29595 members 
Mstep: Class 13 contains 38050 members 
Mstep: Class 14 contains 13067 members 
Mstep: Class 15 contains 4372 members 
Mstep: Class 16 contains 99320 members 
Mstep: Class 17 contains 10673 members 
Mstep: Class 18 contains 8903 members 
Mstep: Class 19 contains 22643 members 
Mstep: Class 20 contains 1462 members 
Mstep: Class 21 contains 31789 members 
Mstep: Class 22 contains 40190 members 
Mstep: Class 23 contains 73354 members 
Mstep: Class 24 contains 13383 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 608 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12855 members 
Mstep: Class 29 contains 31777 members 
Mstep: Class 30 contains 3815 members 
Mstep: Class 31 contains 8162 members 
Mstep: Class 32 contains 7515 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 85642 members 
Mstep: Class 35 contains 90335 members 
Mstep: Class 36 contains 101020 members 
Mstep: Class 37 contains 13258 members 
Mstep: Class 38 contains 80028 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 820 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 102685 members 
Mstep: Class 43 contains 1010 members 
Mstep: Class 44 contains 77627 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 26483 members 
Mstep: Class 48 contains 55863 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 123324 members 
Mstep: Class 51 contains 97998 members 
Mstep: Class 52 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194677168.000000 Penalty: 121337.851562
Iteration 224Q: 53 clusters Score -1.946772e+08 nChanged 12070
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 84942 members 
Mstep: Class 3 contains 3384 members 
Mstep: Class 4 contains 19230 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 447 members 
Mstep: Class 7 contains 97217 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192432 members 
Mstep: Class 11 contains 13361 members 
Mstep: Class 12 contains 29590 members 
Mstep: Class 13 contains 38027 members 
Mstep: Class 14 contains 13032 members 
Mstep: Class 15 contains 4372 members 
Mstep: Class 16 contains 99218 members 
Mstep: Class 17 contains 10662 members 
Mstep: Class 18 contains 8910 members 
Mstep: Class 19 contains 22640 members 
Mstep: Class 20 contains 1462 members 
Mstep: Class 21 contains 31787 members 
Mstep: Class 22 contains 39675 members 
Mstep: Class 23 contains 72911 members 
Mstep: Class 24 contains 13386 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 608 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12855 members 
Mstep: Class 29 contains 31755 members 
Mstep: Class 30 contains 3815 members 
Mstep: Class 31 contains 8164 members 
Mstep: Class 32 contains 7516 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 85616 members 
Mstep: Class 35 contains 90444 members 
Mstep: Class 36 contains 99490 members 
Mstep: Class 37 contains 13275 members 
Mstep: Class 38 contains 80034 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 820 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 102762 members 
Mstep: Class 43 contains 1010 members 
Mstep: Class 44 contains 77358 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 26492 members 
Mstep: Class 48 contains 56134 members 
Mstep: Class 49 contains 804 members 
Mstep: Class 50 contains 123616 members 
Mstep: Class 51 contains 98817 members 
Mstep: Class 52 contains 309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194676432.000000 Penalty: 121337.851562
Iteration 225Q: 53 clusters Score -1.946764e+08 nChanged 11589
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 86446 members 
Mstep: Class 3 contains 3385 members 
Mstep: Class 4 contains 19222 members 
Mstep: Class 5 contains 557 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 97137 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192425 members 
Mstep: Class 11 contains 13286 members 
Mstep: Class 12 contains 29585 members 
Mstep: Class 13 contains 38013 members 
Mstep: Class 14 contains 13009 members 
Mstep: Class 15 contains 4373 members 
Mstep: Class 16 contains 99074 members 
Mstep: Class 17 contains 10659 members 
Mstep: Class 18 contains 8918 members 
Mstep: Class 19 contains 22641 members 
Mstep: Class 20 contains 1462 members 
Mstep: Class 21 contains 31788 members 
Mstep: Class 22 contains 39285 members 
Mstep: Class 23 contains 72309 members 
Mstep: Class 24 contains 13390 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 608 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12855 members 
Mstep: Class 29 contains 31755 members 
Mstep: Class 30 contains 3815 members 
Mstep: Class 31 contains 8175 members 
Mstep: Class 32 contains 7516 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 85623 members 
Mstep: Class 35 contains 90419 members 
Mstep: Class 36 contains 98221 members 
Mstep: Class 37 contains 13247 members 
Mstep: Class 38 contains 80027 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 820 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 102997 members 
Mstep: Class 43 contains 1010 members 
Mstep: Class 44 contains 77095 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 26494 members 
Mstep: Class 48 contains 56301 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 123741 members 
Mstep: Class 51 contains 99692 members 
Mstep: Class 52 contains 308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194675968.000000 Penalty: 121337.851562
Iteration 226Q: 53 clusters Score -1.94676e+08 nChanged 11510
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 87981 members 
Mstep: Class 3 contains 3382 members 
Mstep: Class 4 contains 19224 members 
Mstep: Class 5 contains 556 members 
Mstep: Class 6 contains 450 members 
Mstep: Class 7 contains 97032 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192413 members 
Mstep: Class 11 contains 13197 members 
Mstep: Class 12 contains 29583 members 
Mstep: Class 13 contains 37998 members 
Mstep: Class 14 contains 12973 members 
Mstep: Class 15 contains 4374 members 
Mstep: Class 16 contains 98763 members 
Mstep: Class 17 contains 10658 members 
Mstep: Class 18 contains 8924 members 
Mstep: Class 19 contains 22644 members 
Mstep: Class 20 contains 1463 members 
Mstep: Class 21 contains 31789 members 
Mstep: Class 22 contains 38953 members 
Mstep: Class 23 contains 71586 members 
Mstep: Class 24 contains 13392 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 607 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12855 members 
Mstep: Class 29 contains 31742 members 
Mstep: Class 30 contains 3815 members 
Mstep: Class 31 contains 8179 members 
Mstep: Class 32 contains 7517 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 85639 members 
Mstep: Class 35 contains 90442 members 
Mstep: Class 36 contains 97200 members 
Mstep: Class 37 contains 13223 members 
Mstep: Class 38 contains 80030 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 820 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 103314 members 
Mstep: Class 43 contains 1010 members 
Mstep: Class 44 contains 76836 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 26469 members 
Mstep: Class 48 contains 56453 members 
Mstep: Class 49 contains 806 members 
Mstep: Class 50 contains 123823 members 
Mstep: Class 51 contains 100515 members 
Mstep: Class 52 contains 306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194676704.000000 Penalty: 121337.851562
Iteration 227Q: 53 clusters Score -1.946767e+08 nChanged 11347
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 89598 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 19234 members 
Mstep: Class 5 contains 555 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 96938 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192407 members 
Mstep: Class 11 contains 13105 members 
Mstep: Class 12 contains 29581 members 
Mstep: Class 13 contains 37984 members 
Mstep: Class 14 contains 12942 members 
Mstep: Class 15 contains 4375 members 
Mstep: Class 16 contains 98353 members 
Mstep: Class 17 contains 10658 members 
Mstep: Class 18 contains 8932 members 
Mstep: Class 19 contains 22645 members 
Mstep: Class 20 contains 1462 members 
Mstep: Class 21 contains 31787 members 
Mstep: Class 22 contains 38662 members 
Mstep: Class 23 contains 70782 members 
Mstep: Class 24 contains 13396 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 607 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12854 members 
Mstep: Class 29 contains 31738 members 
Mstep: Class 30 contains 3813 members 
Mstep: Class 31 contains 8180 members 
Mstep: Class 32 contains 7517 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 85626 members 
Mstep: Class 35 contains 90413 members 
Mstep: Class 36 contains 96378 members 
Mstep: Class 37 contains 13202 members 
Mstep: Class 38 contains 80041 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 103566 members 
Mstep: Class 43 contains 1010 members 
Mstep: Class 44 contains 76571 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 26444 members 
Mstep: Class 48 contains 56534 members 
Mstep: Class 49 contains 806 members 
Mstep: Class 50 contains 123821 members 
Mstep: Class 51 contains 101453 members 
Mstep: Class 52 contains 306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194676976.000000 Penalty: 121337.851562
Iteration 228Q: 53 clusters Score -1.94677e+08 nChanged 11081
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 91230 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 19233 members 
Mstep: Class 5 contains 555 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 96838 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192383 members 
Mstep: Class 11 contains 13033 members 
Mstep: Class 12 contains 29579 members 
Mstep: Class 13 contains 37973 members 
Mstep: Class 14 contains 12919 members 
Mstep: Class 15 contains 4376 members 
Mstep: Class 16 contains 97986 members 
Mstep: Class 17 contains 10655 members 
Mstep: Class 18 contains 8937 members 
Mstep: Class 19 contains 22644 members 
Mstep: Class 20 contains 1462 members 
Mstep: Class 21 contains 31786 members 
Mstep: Class 22 contains 38422 members 
Mstep: Class 23 contains 69985 members 
Mstep: Class 24 contains 13399 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 608 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12854 members 
Mstep: Class 29 contains 31741 members 
Mstep: Class 30 contains 3810 members 
Mstep: Class 31 contains 8184 members 
Mstep: Class 32 contains 7517 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 85648 members 
Mstep: Class 35 contains 90337 members 
Mstep: Class 36 contains 95640 members 
Mstep: Class 37 contains 13168 members 
Mstep: Class 38 contains 80043 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 103813 members 
Mstep: Class 43 contains 1010 members 
Mstep: Class 44 contains 76294 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 26404 members 
Mstep: Class 48 contains 56531 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 123703 members 
Mstep: Class 51 contains 102458 members 
Mstep: Class 52 contains 306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194677520.000000 Penalty: 121337.851562
Iteration 229Q: 53 clusters Score -1.946775e+08 nChanged 10761
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 92877 members 
Mstep: Class 3 contains 3398 members 
Mstep: Class 4 contains 19225 members 
Mstep: Class 5 contains 555 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 96728 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192375 members 
Mstep: Class 11 contains 12975 members 
Mstep: Class 12 contains 29573 members 
Mstep: Class 13 contains 37974 members 
Mstep: Class 14 contains 12894 members 
Mstep: Class 15 contains 4376 members 
Mstep: Class 16 contains 97526 members 
Mstep: Class 17 contains 10650 members 
Mstep: Class 18 contains 8948 members 
Mstep: Class 19 contains 22644 members 
Mstep: Class 20 contains 1462 members 
Mstep: Class 21 contains 31787 members 
Mstep: Class 22 contains 38140 members 
Mstep: Class 23 contains 69195 members 
Mstep: Class 24 contains 13398 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 608 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12854 members 
Mstep: Class 29 contains 31722 members 
Mstep: Class 30 contains 3809 members 
Mstep: Class 31 contains 8196 members 
Mstep: Class 32 contains 7517 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 85669 members 
Mstep: Class 35 contains 90260 members 
Mstep: Class 36 contains 95018 members 
Mstep: Class 37 contains 13110 members 
Mstep: Class 38 contains 80040 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 104095 members 
Mstep: Class 43 contains 1010 members 
Mstep: Class 44 contains 76004 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 26375 members 
Mstep: Class 48 contains 56522 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 123661 members 
Mstep: Class 51 contains 103385 members 
Mstep: Class 52 contains 306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194676784.000000 Penalty: 121337.851562
Iteration 230Q: 53 clusters Score -1.946768e+08 nChanged 10276
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 94487 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 19214 members 
Mstep: Class 5 contains 555 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 96636 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192360 members 
Mstep: Class 11 contains 12916 members 
Mstep: Class 12 contains 29571 members 
Mstep: Class 13 contains 37973 members 
Mstep: Class 14 contains 12866 members 
Mstep: Class 15 contains 4376 members 
Mstep: Class 16 contains 96940 members 
Mstep: Class 17 contains 10646 members 
Mstep: Class 18 contains 8961 members 
Mstep: Class 19 contains 22644 members 
Mstep: Class 20 contains 1461 members 
Mstep: Class 21 contains 31782 members 
Mstep: Class 22 contains 37893 members 
Mstep: Class 23 contains 68540 members 
Mstep: Class 24 contains 13404 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 608 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12854 members 
Mstep: Class 29 contains 31691 members 
Mstep: Class 30 contains 3809 members 
Mstep: Class 31 contains 8198 members 
Mstep: Class 32 contains 7517 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 85705 members 
Mstep: Class 35 contains 90090 members 
Mstep: Class 36 contains 94277 members 
Mstep: Class 37 contains 13048 members 
Mstep: Class 38 contains 80035 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 104326 members 
Mstep: Class 43 contains 1010 members 
Mstep: Class 44 contains 75711 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 26342 members 
Mstep: Class 48 contains 56462 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 123867 members 
Mstep: Class 51 contains 104392 members 
Mstep: Class 52 contains 305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194676656.000000 Penalty: 121337.851562
Iteration 231Q: 53 clusters Score -1.946767e+08 nChanged 9937
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 95979 members 
Mstep: Class 3 contains 3371 members 
Mstep: Class 4 contains 19212 members 
Mstep: Class 5 contains 555 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 96545 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192352 members 
Mstep: Class 11 contains 12855 members 
Mstep: Class 12 contains 29568 members 
Mstep: Class 13 contains 37950 members 
Mstep: Class 14 contains 12838 members 
Mstep: Class 15 contains 4375 members 
Mstep: Class 16 contains 96336 members 
Mstep: Class 17 contains 10632 members 
Mstep: Class 18 contains 8975 members 
Mstep: Class 19 contains 22645 members 
Mstep: Class 20 contains 1460 members 
Mstep: Class 21 contains 31784 members 
Mstep: Class 22 contains 37662 members 
Mstep: Class 23 contains 68078 members 
Mstep: Class 24 contains 13409 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 608 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12854 members 
Mstep: Class 29 contains 31658 members 
Mstep: Class 30 contains 3809 members 
Mstep: Class 31 contains 8203 members 
Mstep: Class 32 contains 7517 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 85730 members 
Mstep: Class 35 contains 89871 members 
Mstep: Class 36 contains 93651 members 
Mstep: Class 37 contains 12965 members 
Mstep: Class 38 contains 80033 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 104687 members 
Mstep: Class 43 contains 1010 members 
Mstep: Class 44 contains 75393 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 26279 members 
Mstep: Class 48 contains 56284 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 124043 members 
Mstep: Class 51 contains 105380 members 
Mstep: Class 52 contains 304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194677104.000000 Penalty: 121337.851562
Iteration 232Q: 53 clusters Score -1.946771e+08 nChanged 9324
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 97404 members 
Mstep: Class 3 contains 3353 members 
Mstep: Class 4 contains 19220 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 96480 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192345 members 
Mstep: Class 11 contains 12807 members 
Mstep: Class 12 contains 29561 members 
Mstep: Class 13 contains 37950 members 
Mstep: Class 14 contains 12802 members 
Mstep: Class 15 contains 4375 members 
Mstep: Class 16 contains 95786 members 
Mstep: Class 17 contains 10619 members 
Mstep: Class 18 contains 8994 members 
Mstep: Class 19 contains 22644 members 
Mstep: Class 20 contains 1460 members 
Mstep: Class 21 contains 31784 members 
Mstep: Class 22 contains 37427 members 
Mstep: Class 23 contains 67773 members 
Mstep: Class 24 contains 13399 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 608 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12854 members 
Mstep: Class 29 contains 31656 members 
Mstep: Class 30 contains 3811 members 
Mstep: Class 31 contains 8216 members 
Mstep: Class 32 contains 7517 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 85721 members 
Mstep: Class 35 contains 89619 members 
Mstep: Class 36 contains 93002 members 
Mstep: Class 37 contains 12910 members 
Mstep: Class 38 contains 80025 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 823 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 105019 members 
Mstep: Class 43 contains 1010 members 
Mstep: Class 44 contains 75090 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 26182 members 
Mstep: Class 48 contains 56075 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 124266 members 
Mstep: Class 51 contains 106237 members 
Mstep: Class 52 contains 304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194676832.000000 Penalty: 121337.851562
Iteration 233Q: 53 clusters Score -1.946768e+08 nChanged 8463
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 98775 members 
Mstep: Class 3 contains 3349 members 
Mstep: Class 4 contains 19215 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 96360 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192334 members 
Mstep: Class 11 contains 12763 members 
Mstep: Class 12 contains 29558 members 
Mstep: Class 13 contains 37934 members 
Mstep: Class 14 contains 12771 members 
Mstep: Class 15 contains 4374 members 
Mstep: Class 16 contains 95308 members 
Mstep: Class 17 contains 10608 members 
Mstep: Class 18 contains 9004 members 
Mstep: Class 19 contains 22650 members 
Mstep: Class 20 contains 1460 members 
Mstep: Class 21 contains 31782 members 
Mstep: Class 22 contains 37199 members 
Mstep: Class 23 contains 67535 members 
Mstep: Class 24 contains 13401 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 608 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12854 members 
Mstep: Class 29 contains 31642 members 
Mstep: Class 30 contains 3811 members 
Mstep: Class 31 contains 8234 members 
Mstep: Class 32 contains 7517 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 85723 members 
Mstep: Class 35 contains 89345 members 
Mstep: Class 36 contains 92398 members 
Mstep: Class 37 contains 12886 members 
Mstep: Class 38 contains 80033 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 823 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 105393 members 
Mstep: Class 43 contains 1010 members 
Mstep: Class 44 contains 74832 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 26090 members 
Mstep: Class 48 contains 55884 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 124448 members 
Mstep: Class 51 contains 106913 members 
Mstep: Class 52 contains 304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194676624.000000 Penalty: 121337.851562
Iteration 234Q: 53 clusters Score -1.946766e+08 nChanged 7954
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 99986 members 
Mstep: Class 3 contains 3341 members 
Mstep: Class 4 contains 19213 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 96252 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192318 members 
Mstep: Class 11 contains 12717 members 
Mstep: Class 12 contains 29553 members 
Mstep: Class 13 contains 37935 members 
Mstep: Class 14 contains 12754 members 
Mstep: Class 15 contains 4373 members 
Mstep: Class 16 contains 94945 members 
Mstep: Class 17 contains 10605 members 
Mstep: Class 18 contains 9018 members 
Mstep: Class 19 contains 22652 members 
Mstep: Class 20 contains 1460 members 
Mstep: Class 21 contains 31782 members 
Mstep: Class 22 contains 37049 members 
Mstep: Class 23 contains 67315 members 
Mstep: Class 24 contains 13414 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 607 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12853 members 
Mstep: Class 29 contains 31641 members 
Mstep: Class 30 contains 3811 members 
Mstep: Class 31 contains 8255 members 
Mstep: Class 32 contains 7517 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 85725 members 
Mstep: Class 35 contains 89152 members 
Mstep: Class 36 contains 91855 members 
Mstep: Class 37 contains 12855 members 
Mstep: Class 38 contains 80033 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 823 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 105744 members 
Mstep: Class 43 contains 1010 members 
Mstep: Class 44 contains 74582 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 26027 members 
Mstep: Class 48 contains 55682 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 124443 members 
Mstep: Class 51 contains 107527 members 
Mstep: Class 52 contains 304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194675552.000000 Penalty: 121337.851562
Iteration 235Q: 53 clusters Score -1.946756e+08 nChanged 7727
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 101096 members 
Mstep: Class 3 contains 3353 members 
Mstep: Class 4 contains 19208 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 96121 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192308 members 
Mstep: Class 11 contains 12667 members 
Mstep: Class 12 contains 29551 members 
Mstep: Class 13 contains 37947 members 
Mstep: Class 14 contains 12717 members 
Mstep: Class 15 contains 4373 members 
Mstep: Class 16 contains 94747 members 
Mstep: Class 17 contains 10611 members 
Mstep: Class 18 contains 9025 members 
Mstep: Class 19 contains 22654 members 
Mstep: Class 20 contains 1460 members 
Mstep: Class 21 contains 31784 members 
Mstep: Class 22 contains 36898 members 
Mstep: Class 23 contains 67058 members 
Mstep: Class 24 contains 13425 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 607 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12854 members 
Mstep: Class 29 contains 31643 members 
Mstep: Class 30 contains 3809 members 
Mstep: Class 31 contains 8283 members 
Mstep: Class 32 contains 7517 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 85735 members 
Mstep: Class 35 contains 88993 members 
Mstep: Class 36 contains 91295 members 
Mstep: Class 37 contains 12842 members 
Mstep: Class 38 contains 80045 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 823 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 106103 members 
Mstep: Class 43 contains 1010 members 
Mstep: Class 44 contains 74332 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 25938 members 
Mstep: Class 48 contains 55515 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 124341 members 
Mstep: Class 51 contains 108136 members 
Mstep: Class 52 contains 304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194675168.000000 Penalty: 121337.851562
Iteration 236Q: 53 clusters Score -1.946752e+08 nChanged 7423
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 101993 members 
Mstep: Class 3 contains 3360 members 
Mstep: Class 4 contains 19204 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 96033 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192297 members 
Mstep: Class 11 contains 12617 members 
Mstep: Class 12 contains 29548 members 
Mstep: Class 13 contains 37936 members 
Mstep: Class 14 contains 12694 members 
Mstep: Class 15 contains 4372 members 
Mstep: Class 16 contains 94555 members 
Mstep: Class 17 contains 10613 members 
Mstep: Class 18 contains 9031 members 
Mstep: Class 19 contains 22660 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 31784 members 
Mstep: Class 22 contains 36786 members 
Mstep: Class 23 contains 66876 members 
Mstep: Class 24 contains 13440 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 607 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12854 members 
Mstep: Class 29 contains 31645 members 
Mstep: Class 30 contains 3809 members 
Mstep: Class 31 contains 8305 members 
Mstep: Class 32 contains 7518 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 85733 members 
Mstep: Class 35 contains 88806 members 
Mstep: Class 36 contains 90825 members 
Mstep: Class 37 contains 12852 members 
Mstep: Class 38 contains 80044 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 823 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 106445 members 
Mstep: Class 43 contains 1010 members 
Mstep: Class 44 contains 74102 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 25852 members 
Mstep: Class 48 contains 55356 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 124137 members 
Mstep: Class 51 contains 108842 members 
Mstep: Class 52 contains 304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194674528.000000 Penalty: 121337.851562
Iteration 237Q: 53 clusters Score -1.946745e+08 nChanged 6984
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 102721 members 
Mstep: Class 3 contains 3367 members 
Mstep: Class 4 contains 19194 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 95942 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192295 members 
Mstep: Class 11 contains 12592 members 
Mstep: Class 12 contains 29547 members 
Mstep: Class 13 contains 37916 members 
Mstep: Class 14 contains 12657 members 
Mstep: Class 15 contains 4373 members 
Mstep: Class 16 contains 94520 members 
Mstep: Class 17 contains 10611 members 
Mstep: Class 18 contains 9015 members 
Mstep: Class 19 contains 22666 members 
Mstep: Class 20 contains 1458 members 
Mstep: Class 21 contains 31787 members 
Mstep: Class 22 contains 36702 members 
Mstep: Class 23 contains 66738 members 
Mstep: Class 24 contains 13451 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 607 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12853 members 
Mstep: Class 29 contains 31675 members 
Mstep: Class 30 contains 3812 members 
Mstep: Class 31 contains 8321 members 
Mstep: Class 32 contains 7519 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 85728 members 
Mstep: Class 35 contains 88657 members 
Mstep: Class 36 contains 90390 members 
Mstep: Class 37 contains 12866 members 
Mstep: Class 38 contains 80038 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 823 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 106872 members 
Mstep: Class 43 contains 1010 members 
Mstep: Class 44 contains 73912 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 25724 members 
Mstep: Class 48 contains 55189 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 123866 members 
Mstep: Class 51 contains 109409 members 
Mstep: Class 52 contains 304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194674384.000000 Penalty: 121337.851562
Iteration 238Q: 53 clusters Score -1.946744e+08 nChanged 6563
Entering ConstructFrom: 
Score: -194674384.000000 Penalty: 121337.851562
Entering ConstructFrom: 
Trying to split cluster 1 (341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Entering Unmasked Estep 
Score: -22548.951172 Penalty: 947.680908
	Iteration 0F: 2 clusters Score -22548.95 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 176 members 
Entering Unmasked Estep 
Score: -21692.013672 Penalty: 1895.361816
	Iteration 0F: 3 clusters Score -21692.01 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -22094.808594 Penalty: 1895.361816
	Iteration 1F: 3 clusters Score -22094.81 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -22286.048828 Penalty: 1895.361816
	Iteration 2F: 3 clusters Score -22286.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -22374.324219 Penalty: 1895.361816
	Iteration 3Q: 3 clusters Score -22374.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -22403.562500 Penalty: 1895.361816
	Iteration 4Q: 3 clusters Score -22403.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -22457.767578 Penalty: 1895.361816
	Iteration 5Q: 3 clusters Score -22457.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -22485.863281 Penalty: 1895.361816
	Iteration 6Q: 3 clusters Score -22485.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -22501.554688 Penalty: 1895.361816
	Iteration 7Q: 3 clusters Score -22501.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -22533.406250 Penalty: 1895.361816
	Iteration 8Q: 3 clusters Score -22533.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -22539.929688 Penalty: 1895.361816
	Iteration 9Q: 3 clusters Score -22539.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -22539.929688 Penalty: 1895.361816
	Iteration 10F: 3 clusters Score -22539.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (103267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103267 members 
Entering Unmasked Estep 
Score: -12278231.000000 Penalty: 1876.074463
	Iteration 0F: 2 clusters Score -1.227823e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51497 members 
Mstep: Class 2 contains 51770 members 
Entering Unmasked Estep 
Score: -12211660.000000 Penalty: 3752.148926
	Iteration 0F: 3 clusters Score -1.221166e+07 nChanged 49503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48564 members 
Mstep: Class 2 contains 54703 members 
Entering Unmasked Estep 
Score: -12240603.000000 Penalty: 3752.148926
	Iteration 1F: 3 clusters Score -1.22406e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46671 members 
Mstep: Class 2 contains 56596 members 
Entering Unmasked Estep 
Score: -12241509.000000 Penalty: 3752.148926
	Iteration 2Q: 3 clusters Score -1.224151e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43918 members 
Mstep: Class 2 contains 59349 members 
Entering Unmasked Estep 
Score: -12242812.000000 Penalty: 3752.148926
	Iteration 3Q: 3 clusters Score -1.224281e+07 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39868 members 
Mstep: Class 2 contains 63399 members 
Entering Unmasked Estep 
Score: -12245017.000000 Penalty: 3752.148926
	Iteration 4Q: 3 clusters Score -1.224502e+07 nChanged 6061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 68788 members 
Entering Unmasked Estep 
Score: -12248626.000000 Penalty: 3752.148926
	Iteration 5F: 3 clusters Score -1.224863e+07 nChanged 7322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 75704 members 
Entering Unmasked Estep 
Score: -12254335.000000 Penalty: 3752.148926
	Iteration 6F: 3 clusters Score -1.225434e+07 nChanged 7765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 83157 members 
Entering Unmasked Estep 
Score: -12261462.000000 Penalty: 3752.148926
	Iteration 7F: 3 clusters Score -1.226146e+07 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 89333 members 
Entering Unmasked Estep 
Score: -12268247.000000 Penalty: 3752.148926
	Iteration 8F: 3 clusters Score -1.226825e+07 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 93202 members 
Entering Unmasked Estep 
Score: -12273152.000000 Penalty: 3752.148926
	Iteration 9Q: 3 clusters Score -1.227315e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 94627 members 
Entering Unmasked Estep 
Score: -12275899.000000 Penalty: 3752.148926
	Iteration 10Q: 3 clusters Score -1.22759e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 94977 members 
Entering Unmasked Estep 
Score: -12277242.000000 Penalty: 3752.148926
	Iteration 11Q: 3 clusters Score -1.227724e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 95142 members 
Entering Unmasked Estep 
Score: -12277881.000000 Penalty: 3752.148926
	Iteration 12Q: 3 clusters Score -1.227788e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 95236 members 
Entering Unmasked Estep 
Score: -12278205.000000 Penalty: 3752.148926
	Iteration 13Q: 3 clusters Score -1.22782e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 95264 members 
Entering Unmasked Estep 
Score: -12278402.000000 Penalty: 3752.148926
	Iteration 14Q: 3 clusters Score -1.22784e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 95333 members 
Entering Unmasked Estep 
Score: -12278498.000000 Penalty: 3752.148926
	Iteration 15Q: 3 clusters Score -1.22785e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 95395 members 
Entering Unmasked Estep 
Score: -12278506.000000 Penalty: 3752.148926
	Iteration 16Q: 3 clusters Score -1.227851e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 95442 members 
Entering Unmasked Estep 
Score: -12278574.000000 Penalty: 3752.148926
	Iteration 17Q: 3 clusters Score -1.227857e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 95477 members 
Entering Unmasked Estep 
Score: -12278594.000000 Penalty: 3752.148926
	Iteration 18Q: 3 clusters Score -1.227859e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 95517 members 
Entering Unmasked Estep 
Score: -12278610.000000 Penalty: 3752.148926
	Iteration 19Q: 3 clusters Score -1.227861e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 95555 members 
Entering Unmasked Estep 
Score: -12278648.000000 Penalty: 3752.148926
	Iteration 20F: 3 clusters Score -1.227865e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 95594 members 
Entering Unmasked Estep 
Score: -12278661.000000 Penalty: 3752.148926
	Iteration 21Q: 3 clusters Score -1.227866e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 95638 members 
Entering Unmasked Estep 
Score: -12278669.000000 Penalty: 3752.148926
	Iteration 22Q: 3 clusters Score -1.227867e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 95670 members 
Entering Unmasked Estep 
Score: -12278681.000000 Penalty: 3752.148926
	Iteration 23Q: 3 clusters Score -1.227868e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 95710 members 
Entering Unmasked Estep 
Score: -12278679.000000 Penalty: 3752.148926
	Iteration 24Q: 3 clusters Score -1.227868e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 95753 members 
Entering Unmasked Estep 
Score: -12278673.000000 Penalty: 3752.148926
	Iteration 25Q: 3 clusters Score -1.227867e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 95788 members 
Entering Unmasked Estep 
Score: -12278659.000000 Penalty: 3752.148926
	Iteration 26Q: 3 clusters Score -1.227866e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 95820 members 
Entering Unmasked Estep 
Score: -12278672.000000 Penalty: 3752.148926
	Iteration 27Q: 3 clusters Score -1.227867e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 95836 members 
Entering Unmasked Estep 
Score: -12278671.000000 Penalty: 3752.148926
	Iteration 28Q: 3 clusters Score -1.227867e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 95852 members 
Entering Unmasked Estep 
Score: -12278656.000000 Penalty: 3752.148926
	Iteration 29Q: 3 clusters Score -1.227866e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 95868 members 
Entering Unmasked Estep 
Score: -12278653.000000 Penalty: 3752.148926
	Iteration 30Q: 3 clusters Score -1.227865e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 95882 members 
Entering Unmasked Estep 
Score: -12278657.000000 Penalty: 3752.148926
	Iteration 31Q: 3 clusters Score -1.227866e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 95899 members 
Entering Unmasked Estep 
Score: -12278645.000000 Penalty: 3752.148926
	Iteration 32Q: 3 clusters Score -1.227864e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 95919 members 
Entering Unmasked Estep 
Score: -12278640.000000 Penalty: 3752.148926
	Iteration 33Q: 3 clusters Score -1.227864e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 95931 members 
Entering Unmasked Estep 
Score: -12278639.000000 Penalty: 3752.148926
	Iteration 34Q: 3 clusters Score -1.227864e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 95942 members 
Entering Unmasked Estep 
Score: -12278651.000000 Penalty: 3752.148926
	Iteration 35Q: 3 clusters Score -1.227865e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 95954 members 
Entering Unmasked Estep 
Score: -12278640.000000 Penalty: 3752.148926
	Iteration 36Q: 3 clusters Score -1.227864e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 95953 members 
Entering Unmasked Estep 
Score: -12278646.000000 Penalty: 3752.148926
	Iteration 37Q: 3 clusters Score -1.227865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 95956 members 
Entering Unmasked Estep 
Score: -12278641.000000 Penalty: 3752.148926
	Iteration 38Q: 3 clusters Score -1.227864e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 95960 members 
Entering Unmasked Estep 
Score: -12278633.000000 Penalty: 3752.148926
	Iteration 39Q: 3 clusters Score -1.227863e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 95964 members 
Entering Unmasked Estep 
Score: -12278636.000000 Penalty: 3752.148926
	Iteration 40F: 3 clusters Score -1.227864e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 95971 members 
Entering Unmasked Estep 
Score: -12278630.000000 Penalty: 3752.148926
	Iteration 41Q: 3 clusters Score -1.227863e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 95979 members 
Entering Unmasked Estep 
Score: -12278634.000000 Penalty: 3752.148926
	Iteration 42Q: 3 clusters Score -1.227863e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 95980 members 
Entering Unmasked Estep 
Score: -12278636.000000 Penalty: 3752.148926
	Iteration 43Q: 3 clusters Score -1.227864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 95982 members 
Entering Unmasked Estep 
Score: -12278638.000000 Penalty: 3752.148926
	Iteration 44Q: 3 clusters Score -1.227864e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 95985 members 
Entering Unmasked Estep 
Score: -12278642.000000 Penalty: 3752.148926
	Iteration 45Q: 3 clusters Score -1.227864e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 95988 members 
Entering Unmasked Estep 
Score: -12278633.000000 Penalty: 3752.148926
	Iteration 46Q: 3 clusters Score -1.227863e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 95993 members 
Entering Unmasked Estep 
Score: -12278640.000000 Penalty: 3752.148926
	Iteration 47Q: 3 clusters Score -1.227864e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 95998 members 
Entering Unmasked Estep 
Score: -12278635.000000 Penalty: 3752.148926
	Iteration 48Q: 3 clusters Score -1.227864e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 96005 members 
Entering Unmasked Estep 
Score: -12278630.000000 Penalty: 3752.148926
	Iteration 49Q: 3 clusters Score -1.227863e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 96011 members 
Entering Unmasked Estep 
Score: -12278644.000000 Penalty: 3752.148926
	Iteration 50Q: 3 clusters Score -1.227864e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 96025 members 
Entering Unmasked Estep 
Score: -12278650.000000 Penalty: 3752.148926
	Iteration 51Q: 3 clusters Score -1.227865e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 96036 members 
Entering Unmasked Estep 
Score: -12278644.000000 Penalty: 3752.148926
	Iteration 52Q: 3 clusters Score -1.227864e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 96047 members 
Entering Unmasked Estep 
Score: -12278632.000000 Penalty: 3752.148926
	Iteration 53Q: 3 clusters Score -1.227863e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 96054 members 
Entering Unmasked Estep 
Score: -12278633.000000 Penalty: 3752.148926
	Iteration 54Q: 3 clusters Score -1.227863e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 96056 members 
Entering Unmasked Estep 
Score: -12278631.000000 Penalty: 3752.148926
	Iteration 55Q: 3 clusters Score -1.227863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 96058 members 
Entering Unmasked Estep 
Score: -12278630.000000 Penalty: 3752.148926
	Iteration 56Q: 3 clusters Score -1.227863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 96059 members 
Entering Unmasked Estep 
Score: -12278630.000000 Penalty: 3752.148926
	Iteration 57Q: 3 clusters Score -1.227863e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 96059 members 
Entering Unmasked Estep 
Score: -12278630.000000 Penalty: 3752.148926
	Iteration 58F: 3 clusters Score -1.227863e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 7208 members 
Mstep: Class 3 contains 3374 members 
Mstep: Class 4 contains 19190 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 95840 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192295 members 
Mstep: Class 11 contains 12562 members 
Mstep: Class 12 contains 29544 members 
Mstep: Class 13 contains 37916 members 
Mstep: Class 14 contains 12619 members 
Mstep: Class 15 contains 4370 members 
Mstep: Class 16 contains 94556 members 
Mstep: Class 17 contains 10608 members 
Mstep: Class 18 contains 9006 members 
Mstep: Class 19 contains 22671 members 
Mstep: Class 20 contains 1458 members 
Mstep: Class 21 contains 31791 members 
Mstep: Class 22 contains 36595 members 
Mstep: Class 23 contains 66592 members 
Mstep: Class 24 contains 13447 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 607 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12850 members 
Mstep: Class 29 contains 31692 members 
Mstep: Class 30 contains 3812 members 
Mstep: Class 31 contains 8342 members 
Mstep: Class 32 contains 7521 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 85716 members 
Mstep: Class 35 contains 88554 members 
Mstep: Class 36 contains 90102 members 
Mstep: Class 37 contains 12887 members 
Mstep: Class 38 contains 80039 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 107272 members 
Mstep: Class 43 contains 1010 members 
Mstep: Class 44 contains 73724 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 25546 members 
Mstep: Class 48 contains 55027 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 123612 members 
Mstep: Class 51 contains 109987 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 96059 members 
Entering Unmasked Estep 
Score: -194674608.000000 Penalty: 123671.273438
Splitting cluster 2 changes total score from -194674384.000000 to -194674608.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 3 (3374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Entering Unmasked Estep 
Score: -389563.781250 Penalty: 1320.126343
	Iteration 0F: 2 clusters Score -389563.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -386623.562500 Penalty: 2640.252686
	Iteration 0F: 3 clusters Score -386623.6 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -387381.281250 Penalty: 2640.252686
	Iteration 1F: 3 clusters Score -387381.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -387595.000000 Penalty: 2640.252686
	Iteration 2F: 3 clusters Score -387595 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -387733.343750 Penalty: 2640.252686
	Iteration 3F: 3 clusters Score -387733.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -387813.250000 Penalty: 2640.252686
	Iteration 4Q: 3 clusters Score -387813.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -387873.500000 Penalty: 2640.252686
	Iteration 5Q: 3 clusters Score -387873.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -387921.156250 Penalty: 2640.252686
	Iteration 6Q: 3 clusters Score -387921.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -387968.031250 Penalty: 2640.252686
	Iteration 7Q: 3 clusters Score -387968 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -388026.187500 Penalty: 2640.252686
	Iteration 8Q: 3 clusters Score -388026.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -388071.593750 Penalty: 2640.252686
	Iteration 9Q: 3 clusters Score -388071.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -388119.343750 Penalty: 2640.252686
	Iteration 10Q: 3 clusters Score -388119.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -388167.000000 Penalty: 2640.252686
	Iteration 11Q: 3 clusters Score -388167 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -388216.781250 Penalty: 2640.252686
	Iteration 12Q: 3 clusters Score -388216.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -388259.468750 Penalty: 2640.252686
	Iteration 13Q: 3 clusters Score -388259.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -388301.750000 Penalty: 2640.252686
	Iteration 14Q: 3 clusters Score -388301.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -388331.875000 Penalty: 2640.252686
	Iteration 15Q: 3 clusters Score -388331.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -388364.875000 Penalty: 2640.252686
	Iteration 16Q: 3 clusters Score -388364.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -388393.437500 Penalty: 2640.252686
	Iteration 17Q: 3 clusters Score -388393.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -388416.500000 Penalty: 2640.252686
	Iteration 18Q: 3 clusters Score -388416.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -388432.093750 Penalty: 2640.252686
	Iteration 19Q: 3 clusters Score -388432.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -388447.062500 Penalty: 2640.252686
	Iteration 20F: 3 clusters Score -388447.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -388456.312500 Penalty: 2640.252686
	Iteration 21Q: 3 clusters Score -388456.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -388463.937500 Penalty: 2640.252686
	Iteration 22Q: 3 clusters Score -388463.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -388470.656250 Penalty: 2640.252686
	Iteration 23Q: 3 clusters Score -388470.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -388473.812500 Penalty: 2640.252686
	Iteration 24Q: 3 clusters Score -388473.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -388478.031250 Penalty: 2640.252686
	Iteration 25Q: 3 clusters Score -388478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -388482.968750 Penalty: 2640.252686
	Iteration 26Q: 3 clusters Score -388483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -388485.281250 Penalty: 2640.252686
	Iteration 27Q: 3 clusters Score -388485.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -388488.687500 Penalty: 2640.252686
	Iteration 28Q: 3 clusters Score -388488.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -388491.125000 Penalty: 2640.252686
	Iteration 29Q: 3 clusters Score -388491.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -388493.500000 Penalty: 2640.252686
	Iteration 30Q: 3 clusters Score -388493.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -388496.343750 Penalty: 2640.252686
	Iteration 31Q: 3 clusters Score -388496.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -388496.500000 Penalty: 2640.252686
	Iteration 32Q: 3 clusters Score -388496.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -388498.781250 Penalty: 2640.252686
	Iteration 33Q: 3 clusters Score -388498.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -388500.031250 Penalty: 2640.252686
	Iteration 34Q: 3 clusters Score -388500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -388502.718750 Penalty: 2640.252686
	Iteration 35Q: 3 clusters Score -388502.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -388505.281250 Penalty: 2640.252686
	Iteration 36Q: 3 clusters Score -388505.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -388508.218750 Penalty: 2640.252686
	Iteration 37Q: 3 clusters Score -388508.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -388511.718750 Penalty: 2640.252686
	Iteration 38Q: 3 clusters Score -388511.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -388514.718750 Penalty: 2640.252686
	Iteration 39Q: 3 clusters Score -388514.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -388517.437500 Penalty: 2640.252686
	Iteration 40F: 3 clusters Score -388517.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -388519.562500 Penalty: 2640.252686
	Iteration 41Q: 3 clusters Score -388519.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -388520.406250 Penalty: 2640.252686
	Iteration 42Q: 3 clusters Score -388520.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -388520.968750 Penalty: 2640.252686
	Iteration 43Q: 3 clusters Score -388521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -388522.812500 Penalty: 2640.252686
	Iteration 44Q: 3 clusters Score -388522.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -388524.062500 Penalty: 2640.252686
	Iteration 45Q: 3 clusters Score -388524.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -388524.468750 Penalty: 2640.252686
	Iteration 46Q: 3 clusters Score -388524.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -388525.218750 Penalty: 2640.252686
	Iteration 47Q: 3 clusters Score -388525.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -388525.750000 Penalty: 2640.252686
	Iteration 48Q: 3 clusters Score -388525.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -388526.593750 Penalty: 2640.252686
	Iteration 49Q: 3 clusters Score -388526.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -388527.062500 Penalty: 2640.252686
	Iteration 50Q: 3 clusters Score -388527.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -388526.875000 Penalty: 2640.252686
	Iteration 51Q: 3 clusters Score -388526.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -388527.093750 Penalty: 2640.252686
	Iteration 52Q: 3 clusters Score -388527.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -388527.093750 Penalty: 2640.252686
	Iteration 53F: 3 clusters Score -388527.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Entering Unmasked Estep 
Score: -2211868.250000 Penalty: 1602.598511
	Iteration 0F: 2 clusters Score -2211868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -2198804.000000 Penalty: 3205.197021
	Iteration 0F: 3 clusters Score -2198804 nChanged 8614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -2203364.500000 Penalty: 3205.197021
	Iteration 1F: 3 clusters Score -2203364 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -2203705.750000 Penalty: 3205.197021
	Iteration 2Q: 3 clusters Score -2203706 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -2204062.250000 Penalty: 3205.197021
	Iteration 3Q: 3 clusters Score -2204062 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -2204474.250000 Penalty: 3205.197021
	Iteration 4Q: 3 clusters Score -2204474 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -2205054.750000 Penalty: 3205.197021
	Iteration 5F: 3 clusters Score -2205055 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -2205802.000000 Penalty: 3205.197021
	Iteration 6F: 3 clusters Score -2205802 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -2206684.750000 Penalty: 3205.197021
	Iteration 7F: 3 clusters Score -2206685 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -2207587.500000 Penalty: 3205.197021
	Iteration 8F: 3 clusters Score -2207588 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -2208338.250000 Penalty: 3205.197021
	Iteration 9Q: 3 clusters Score -2208338 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -2208881.250000 Penalty: 3205.197021
	Iteration 10Q: 3 clusters Score -2208881 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -2209233.000000 Penalty: 3205.197021
	Iteration 11Q: 3 clusters Score -2209233 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -2209492.500000 Penalty: 3205.197021
	Iteration 12Q: 3 clusters Score -2209492 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -2209666.750000 Penalty: 3205.197021
	Iteration 13Q: 3 clusters Score -2209667 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -2209819.500000 Penalty: 3205.197021
	Iteration 14Q: 3 clusters Score -2209820 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -2209947.000000 Penalty: 3205.197021
	Iteration 15Q: 3 clusters Score -2209947 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -2210049.750000 Penalty: 3205.197021
	Iteration 16Q: 3 clusters Score -2210050 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -2210144.750000 Penalty: 3205.197021
	Iteration 17Q: 3 clusters Score -2210145 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -2210215.250000 Penalty: 3205.197021
	Iteration 18Q: 3 clusters Score -2210215 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -2210262.500000 Penalty: 3205.197021
	Iteration 19Q: 3 clusters Score -2210262 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -2210300.000000 Penalty: 3205.197021
	Iteration 20F: 3 clusters Score -2210300 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -2210323.500000 Penalty: 3205.197021
	Iteration 21Q: 3 clusters Score -2210324 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -2210342.000000 Penalty: 3205.197021
	Iteration 22Q: 3 clusters Score -2210342 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -2210355.000000 Penalty: 3205.197021
	Iteration 23Q: 3 clusters Score -2210355 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -2210368.750000 Penalty: 3205.197021
	Iteration 24Q: 3 clusters Score -2210369 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -2210381.000000 Penalty: 3205.197021
	Iteration 25Q: 3 clusters Score -2210381 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -2210402.750000 Penalty: 3205.197021
	Iteration 26Q: 3 clusters Score -2210403 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -2210411.250000 Penalty: 3205.197021
	Iteration 27Q: 3 clusters Score -2210411 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -2210430.000000 Penalty: 3205.197021
	Iteration 28Q: 3 clusters Score -2210430 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -2210439.750000 Penalty: 3205.197021
	Iteration 29Q: 3 clusters Score -2210440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -2210447.750000 Penalty: 3205.197021
	Iteration 30Q: 3 clusters Score -2210448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -2210453.750000 Penalty: 3205.197021
	Iteration 31Q: 3 clusters Score -2210454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -2210459.000000 Penalty: 3205.197021
	Iteration 32Q: 3 clusters Score -2210459 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -2210472.250000 Penalty: 3205.197021
	Iteration 33Q: 3 clusters Score -2210472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -2210481.250000 Penalty: 3205.197021
	Iteration 34Q: 3 clusters Score -2210481 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -2210494.250000 Penalty: 3205.197021
	Iteration 35Q: 3 clusters Score -2210494 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -2210507.250000 Penalty: 3205.197021
	Iteration 36Q: 3 clusters Score -2210507 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -2210516.250000 Penalty: 3205.197021
	Iteration 37Q: 3 clusters Score -2210516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -2210519.500000 Penalty: 3205.197021
	Iteration 38Q: 3 clusters Score -2210520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -2210525.750000 Penalty: 3205.197021
	Iteration 39Q: 3 clusters Score -2210526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -2210529.000000 Penalty: 3205.197021
	Iteration 40F: 3 clusters Score -2210529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -2210529.000000 Penalty: 3205.197021
	Iteration 41Q: 3 clusters Score -2210529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -2210531.000000 Penalty: 3205.197021
	Iteration 42Q: 3 clusters Score -2210531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -2210533.500000 Penalty: 3205.197021
	Iteration 43Q: 3 clusters Score -2210534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -2210537.000000 Penalty: 3205.197021
	Iteration 44Q: 3 clusters Score -2210537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -2210539.750000 Penalty: 3205.197021
	Iteration 45Q: 3 clusters Score -2210540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -2210539.250000 Penalty: 3205.197021
	Iteration 46Q: 3 clusters Score -2210539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -2210539.250000 Penalty: 3205.197021
	Iteration 47F: 3 clusters Score -2210539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -47670.097656 Penalty: 1026.539307
	Iteration 0F: 2 clusters Score -47670.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -46659.128906 Penalty: 2053.078613
	Iteration 0F: 3 clusters Score -46659.13 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -46921.011719 Penalty: 2053.078613
	Iteration 1F: 3 clusters Score -46921.01 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -47041.082031 Penalty: 2053.078613
	Iteration 2F: 3 clusters Score -47041.08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -47100.679688 Penalty: 2053.078613
	Iteration 3F: 3 clusters Score -47100.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -47121.402344 Penalty: 2053.078613
	Iteration 4Q: 3 clusters Score -47121.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -47151.937500 Penalty: 2053.078613
	Iteration 5Q: 3 clusters Score -47151.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -47179.761719 Penalty: 2053.078613
	Iteration 6Q: 3 clusters Score -47179.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -47183.140625 Penalty: 2053.078613
	Iteration 7Q: 3 clusters Score -47183.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -47184.695312 Penalty: 2053.078613
	Iteration 8Q: 3 clusters Score -47184.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -47186.035156 Penalty: 2053.078613
	Iteration 9Q: 3 clusters Score -47186.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -47186.035156 Penalty: 2053.078613
	Iteration 10F: 3 clusters Score -47186.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -42530.046875 Penalty: 993.473389
	Iteration 0F: 2 clusters Score -42530.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -41483.968750 Penalty: 1986.946777
	Iteration 0F: 3 clusters Score -41483.97 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -41638.011719 Penalty: 1986.946777
	Iteration 1F: 3 clusters Score -41638.01 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -41689.050781 Penalty: 1986.946777
	Iteration 2F: 3 clusters Score -41689.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -41724.550781 Penalty: 1986.946777
	Iteration 3Q: 3 clusters Score -41724.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -41772.847656 Penalty: 1986.946777
	Iteration 4Q: 3 clusters Score -41772.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -41818.007812 Penalty: 1986.946777
	Iteration 5Q: 3 clusters Score -41818.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -41834.015625 Penalty: 1986.946777
	Iteration 6Q: 3 clusters Score -41834.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -41848.226562 Penalty: 1986.946777
	Iteration 7Q: 3 clusters Score -41848.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -41851.113281 Penalty: 1986.946777
	Iteration 8Q: 3 clusters Score -41851.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -41858.410156 Penalty: 1986.946777
	Iteration 9Q: 3 clusters Score -41858.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -41862.492188 Penalty: 1986.946777
	Iteration 10Q: 3 clusters Score -41862.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -41863.878906 Penalty: 1986.946777
	Iteration 11F: 3 clusters Score -41863.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -41867.105469 Penalty: 1986.946777
	Iteration 12Q: 3 clusters Score -41867.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -41872.535156 Penalty: 1986.946777
	Iteration 13Q: 3 clusters Score -41872.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -41874.144531 Penalty: 1986.946777
	Iteration 14Q: 3 clusters Score -41874.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -41876.730469 Penalty: 1986.946777
	Iteration 15Q: 3 clusters Score -41876.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -41879.296875 Penalty: 1986.946777
	Iteration 16Q: 3 clusters Score -41879.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -41881.925781 Penalty: 1986.946777
	Iteration 17Q: 3 clusters Score -41881.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -41881.925781 Penalty: 1986.946777
	Iteration 18F: 3 clusters Score -41881.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (95840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95840 members 
Entering Unmasked Estep 
Score: -10886347.000000 Penalty: 1863.945679
	Iteration 0F: 2 clusters Score -1.088635e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47943 members 
Mstep: Class 2 contains 47897 members 
Entering Unmasked Estep 
Score: -10822524.000000 Penalty: 3727.891357
	Iteration 0F: 3 clusters Score -1.082252e+07 nChanged 45804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47735 members 
Mstep: Class 2 contains 48105 members 
Entering Unmasked Estep 
Score: -10849397.000000 Penalty: 3727.891357
	Iteration 1F: 3 clusters Score -1.08494e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47513 members 
Mstep: Class 2 contains 48327 members 
Entering Unmasked Estep 
Score: -10850476.000000 Penalty: 3727.891357
	Iteration 2Q: 3 clusters Score -1.085048e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47167 members 
Mstep: Class 2 contains 48673 members 
Entering Unmasked Estep 
Score: -10852019.000000 Penalty: 3727.891357
	Iteration 3Q: 3 clusters Score -1.085202e+07 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46640 members 
Mstep: Class 2 contains 49200 members 
Entering Unmasked Estep 
Score: -10854187.000000 Penalty: 3727.891357
	Iteration 4Q: 3 clusters Score -1.085419e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45996 members 
Mstep: Class 2 contains 49844 members 
Entering Unmasked Estep 
Score: -10857105.000000 Penalty: 3727.891357
	Iteration 5F: 3 clusters Score -1.08571e+07 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45252 members 
Mstep: Class 2 contains 50588 members 
Entering Unmasked Estep 
Score: -10860740.000000 Penalty: 3727.891357
	Iteration 6F: 3 clusters Score -1.086074e+07 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44656 members 
Mstep: Class 2 contains 51184 members 
Entering Unmasked Estep 
Score: -10864385.000000 Penalty: 3727.891357
	Iteration 7F: 3 clusters Score -1.086438e+07 nChanged 5546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44390 members 
Mstep: Class 2 contains 51450 members 
Entering Unmasked Estep 
Score: -10867207.000000 Penalty: 3727.891357
	Iteration 8F: 3 clusters Score -1.086721e+07 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44429 members 
Mstep: Class 2 contains 51411 members 
Entering Unmasked Estep 
Score: -10868629.000000 Penalty: 3727.891357
	Iteration 9Q: 3 clusters Score -1.086863e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44482 members 
Mstep: Class 2 contains 51358 members 
Entering Unmasked Estep 
Score: -10869175.000000 Penalty: 3727.891357
	Iteration 10Q: 3 clusters Score -1.086918e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44448 members 
Mstep: Class 2 contains 51392 members 
Entering Unmasked Estep 
Score: -10869467.000000 Penalty: 3727.891357
	Iteration 11Q: 3 clusters Score -1.086947e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44338 members 
Mstep: Class 2 contains 51502 members 
Entering Unmasked Estep 
Score: -10869584.000000 Penalty: 3727.891357
	Iteration 12Q: 3 clusters Score -1.086958e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44102 members 
Mstep: Class 2 contains 51738 members 
Entering Unmasked Estep 
Score: -10869697.000000 Penalty: 3727.891357
	Iteration 13Q: 3 clusters Score -1.08697e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43777 members 
Mstep: Class 2 contains 52063 members 
Entering Unmasked Estep 
Score: -10869880.000000 Penalty: 3727.891357
	Iteration 14Q: 3 clusters Score -1.086988e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43362 members 
Mstep: Class 2 contains 52478 members 
Entering Unmasked Estep 
Score: -10870056.000000 Penalty: 3727.891357
	Iteration 15Q: 3 clusters Score -1.087006e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42804 members 
Mstep: Class 2 contains 53036 members 
Entering Unmasked Estep 
Score: -10870164.000000 Penalty: 3727.891357
	Iteration 16Q: 3 clusters Score -1.087016e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42114 members 
Mstep: Class 2 contains 53726 members 
Entering Unmasked Estep 
Score: -10870360.000000 Penalty: 3727.891357
	Iteration 17Q: 3 clusters Score -1.087036e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41352 members 
Mstep: Class 2 contains 54488 members 
Entering Unmasked Estep 
Score: -10870566.000000 Penalty: 3727.891357
	Iteration 18Q: 3 clusters Score -1.087057e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40406 members 
Mstep: Class 2 contains 55434 members 
Entering Unmasked Estep 
Score: -10870804.000000 Penalty: 3727.891357
	Iteration 19Q: 3 clusters Score -1.08708e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39277 members 
Mstep: Class 2 contains 56563 members 
Entering Unmasked Estep 
Score: -10871244.000000 Penalty: 3727.891357
	Iteration 20F: 3 clusters Score -1.087124e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37954 members 
Mstep: Class 2 contains 57886 members 
Entering Unmasked Estep 
Score: -10871729.000000 Penalty: 3727.891357
	Iteration 21Q: 3 clusters Score -1.087173e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36441 members 
Mstep: Class 2 contains 59399 members 
Entering Unmasked Estep 
Score: -10872309.000000 Penalty: 3727.891357
	Iteration 22Q: 3 clusters Score -1.087231e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34693 members 
Mstep: Class 2 contains 61147 members 
Entering Unmasked Estep 
Score: -10873108.000000 Penalty: 3727.891357
	Iteration 23Q: 3 clusters Score -1.087311e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32715 members 
Mstep: Class 2 contains 63125 members 
Entering Unmasked Estep 
Score: -10874102.000000 Penalty: 3727.891357
	Iteration 24Q: 3 clusters Score -1.08741e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30575 members 
Mstep: Class 2 contains 65265 members 
Entering Unmasked Estep 
Score: -10875379.000000 Penalty: 3727.891357
	Iteration 25Q: 3 clusters Score -1.087538e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 67497 members 
Entering Unmasked Estep 
Score: -10876695.000000 Penalty: 3727.891357
	Iteration 26Q: 3 clusters Score -1.08767e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 69702 members 
Entering Unmasked Estep 
Score: -10878075.000000 Penalty: 3727.891357
	Iteration 27Q: 3 clusters Score -1.087808e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 71695 members 
Entering Unmasked Estep 
Score: -10879133.000000 Penalty: 3727.891357
	Iteration 28Q: 3 clusters Score -1.087913e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 73425 members 
Entering Unmasked Estep 
Score: -10880054.000000 Penalty: 3727.891357
	Iteration 29Q: 3 clusters Score -1.088005e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 74978 members 
Entering Unmasked Estep 
Score: -10880862.000000 Penalty: 3727.891357
	Iteration 30Q: 3 clusters Score -1.088086e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 76344 members 
Entering Unmasked Estep 
Score: -10881430.000000 Penalty: 3727.891357
	Iteration 31Q: 3 clusters Score -1.088143e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 77559 members 
Entering Unmasked Estep 
Score: -10881928.000000 Penalty: 3727.891357
	Iteration 32Q: 3 clusters Score -1.088193e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 78644 members 
Entering Unmasked Estep 
Score: -10882295.000000 Penalty: 3727.891357
	Iteration 33Q: 3 clusters Score -1.08823e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 79577 members 
Entering Unmasked Estep 
Score: -10882603.000000 Penalty: 3727.891357
	Iteration 34Q: 3 clusters Score -1.08826e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 80435 members 
Entering Unmasked Estep 
Score: -10882859.000000 Penalty: 3727.891357
	Iteration 35Q: 3 clusters Score -1.088286e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 81208 members 
Entering Unmasked Estep 
Score: -10883073.000000 Penalty: 3727.891357
	Iteration 36Q: 3 clusters Score -1.088307e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 81862 members 
Entering Unmasked Estep 
Score: -10883222.000000 Penalty: 3727.891357
	Iteration 37Q: 3 clusters Score -1.088322e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 82500 members 
Entering Unmasked Estep 
Score: -10883279.000000 Penalty: 3727.891357
	Iteration 38Q: 3 clusters Score -1.088328e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 83090 members 
Entering Unmasked Estep 
Score: -10883400.000000 Penalty: 3727.891357
	Iteration 39Q: 3 clusters Score -1.08834e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 83606 members 
Entering Unmasked Estep 
Score: -10883555.000000 Penalty: 3727.891357
	Iteration 40F: 3 clusters Score -1.088356e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 84126 members 
Entering Unmasked Estep 
Score: -10883690.000000 Penalty: 3727.891357
	Iteration 41Q: 3 clusters Score -1.088369e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 84577 members 
Entering Unmasked Estep 
Score: -10883794.000000 Penalty: 3727.891357
	Iteration 42Q: 3 clusters Score -1.088379e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 85011 members 
Entering Unmasked Estep 
Score: -10883904.000000 Penalty: 3727.891357
	Iteration 43Q: 3 clusters Score -1.08839e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 85423 members 
Entering Unmasked Estep 
Score: -10883951.000000 Penalty: 3727.891357
	Iteration 44Q: 3 clusters Score -1.088395e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 85815 members 
Entering Unmasked Estep 
Score: -10884005.000000 Penalty: 3727.891357
	Iteration 45Q: 3 clusters Score -1.0884e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 86166 members 
Entering Unmasked Estep 
Score: -10884084.000000 Penalty: 3727.891357
	Iteration 46Q: 3 clusters Score -1.088408e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 86480 members 
Entering Unmasked Estep 
Score: -10884126.000000 Penalty: 3727.891357
	Iteration 47Q: 3 clusters Score -1.088413e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 86781 members 
Entering Unmasked Estep 
Score: -10884139.000000 Penalty: 3727.891357
	Iteration 48Q: 3 clusters Score -1.088414e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 87050 members 
Entering Unmasked Estep 
Score: -10884163.000000 Penalty: 3727.891357
	Iteration 49Q: 3 clusters Score -1.088416e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 87314 members 
Entering Unmasked Estep 
Score: -10884225.000000 Penalty: 3727.891357
	Iteration 50Q: 3 clusters Score -1.088422e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 87570 members 
Entering Unmasked Estep 
Score: -10884265.000000 Penalty: 3727.891357
	Iteration 51Q: 3 clusters Score -1.088426e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 87814 members 
Entering Unmasked Estep 
Score: -10884308.000000 Penalty: 3727.891357
	Iteration 52Q: 3 clusters Score -1.088431e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 88037 members 
Entering Unmasked Estep 
Score: -10884353.000000 Penalty: 3727.891357
	Iteration 53Q: 3 clusters Score -1.088435e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 88242 members 
Entering Unmasked Estep 
Score: -10884389.000000 Penalty: 3727.891357
	Iteration 54Q: 3 clusters Score -1.088439e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 88451 members 
Entering Unmasked Estep 
Score: -10884384.000000 Penalty: 3727.891357
	Iteration 55Q: 3 clusters Score -1.088438e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 88652 members 
Entering Unmasked Estep 
Score: -10884401.000000 Penalty: 3727.891357
	Iteration 56Q: 3 clusters Score -1.08844e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 88815 members 
Entering Unmasked Estep 
Score: -10884432.000000 Penalty: 3727.891357
	Iteration 57Q: 3 clusters Score -1.088443e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 88970 members 
Entering Unmasked Estep 
Score: -10884452.000000 Penalty: 3727.891357
	Iteration 58Q: 3 clusters Score -1.088445e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 89106 members 
Entering Unmasked Estep 
Score: -10884469.000000 Penalty: 3727.891357
	Iteration 59Q: 3 clusters Score -1.088447e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 89240 members 
Entering Unmasked Estep 
Score: -10884511.000000 Penalty: 3727.891357
	Iteration 60F: 3 clusters Score -1.088451e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 89344 members 
Entering Unmasked Estep 
Score: -10884527.000000 Penalty: 3727.891357
	Iteration 61Q: 3 clusters Score -1.088453e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 89464 members 
Entering Unmasked Estep 
Score: -10884547.000000 Penalty: 3727.891357
	Iteration 62Q: 3 clusters Score -1.088455e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 89564 members 
Entering Unmasked Estep 
Score: -10884557.000000 Penalty: 3727.891357
	Iteration 63Q: 3 clusters Score -1.088456e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 89646 members 
Entering Unmasked Estep 
Score: -10884550.000000 Penalty: 3727.891357
	Iteration 64Q: 3 clusters Score -1.088455e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 89731 members 
Entering Unmasked Estep 
Score: -10884586.000000 Penalty: 3727.891357
	Iteration 65Q: 3 clusters Score -1.088459e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 89810 members 
Entering Unmasked Estep 
Score: -10884608.000000 Penalty: 3727.891357
	Iteration 66Q: 3 clusters Score -1.088461e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 89875 members 
Entering Unmasked Estep 
Score: -10884602.000000 Penalty: 3727.891357
	Iteration 67Q: 3 clusters Score -1.08846e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 89955 members 
Entering Unmasked Estep 
Score: -10884591.000000 Penalty: 3727.891357
	Iteration 68Q: 3 clusters Score -1.088459e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 90029 members 
Entering Unmasked Estep 
Score: -10884598.000000 Penalty: 3727.891357
	Iteration 69Q: 3 clusters Score -1.08846e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 90101 members 
Entering Unmasked Estep 
Score: -10884621.000000 Penalty: 3727.891357
	Iteration 70Q: 3 clusters Score -1.088462e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 90172 members 
Entering Unmasked Estep 
Score: -10884618.000000 Penalty: 3727.891357
	Iteration 71Q: 3 clusters Score -1.088462e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 90241 members 
Entering Unmasked Estep 
Score: -10884626.000000 Penalty: 3727.891357
	Iteration 72Q: 3 clusters Score -1.088463e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 90318 members 
Entering Unmasked Estep 
Score: -10884632.000000 Penalty: 3727.891357
	Iteration 73Q: 3 clusters Score -1.088463e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 90378 members 
Entering Unmasked Estep 
Score: -10884656.000000 Penalty: 3727.891357
	Iteration 74Q: 3 clusters Score -1.088466e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 90434 members 
Entering Unmasked Estep 
Score: -10884659.000000 Penalty: 3727.891357
	Iteration 75Q: 3 clusters Score -1.088466e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 90493 members 
Entering Unmasked Estep 
Score: -10884660.000000 Penalty: 3727.891357
	Iteration 76Q: 3 clusters Score -1.088466e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 90543 members 
Entering Unmasked Estep 
Score: -10884663.000000 Penalty: 3727.891357
	Iteration 77Q: 3 clusters Score -1.088466e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 90590 members 
Entering Unmasked Estep 
Score: -10884667.000000 Penalty: 3727.891357
	Iteration 78Q: 3 clusters Score -1.088467e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 90631 members 
Entering Unmasked Estep 
Score: -10884636.000000 Penalty: 3727.891357
	Iteration 79Q: 3 clusters Score -1.088464e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 90664 members 
Entering Unmasked Estep 
Score: -10884639.000000 Penalty: 3727.891357
	Iteration 80F: 3 clusters Score -1.088464e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 90698 members 
Entering Unmasked Estep 
Score: -10884626.000000 Penalty: 3727.891357
	Iteration 81Q: 3 clusters Score -1.088463e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 90731 members 
Entering Unmasked Estep 
Score: -10884627.000000 Penalty: 3727.891357
	Iteration 82Q: 3 clusters Score -1.088463e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 90761 members 
Entering Unmasked Estep 
Score: -10884629.000000 Penalty: 3727.891357
	Iteration 83Q: 3 clusters Score -1.088463e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 90788 members 
Entering Unmasked Estep 
Score: -10884637.000000 Penalty: 3727.891357
	Iteration 84Q: 3 clusters Score -1.088464e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 90822 members 
Entering Unmasked Estep 
Score: -10884640.000000 Penalty: 3727.891357
	Iteration 85Q: 3 clusters Score -1.088464e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 90849 members 
Entering Unmasked Estep 
Score: -10884643.000000 Penalty: 3727.891357
	Iteration 86Q: 3 clusters Score -1.088464e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 90878 members 
Entering Unmasked Estep 
Score: -10884633.000000 Penalty: 3727.891357
	Iteration 87Q: 3 clusters Score -1.088463e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 90919 members 
Entering Unmasked Estep 
Score: -10884663.000000 Penalty: 3727.891357
	Iteration 88Q: 3 clusters Score -1.088466e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 90954 members 
Entering Unmasked Estep 
Score: -10884659.000000 Penalty: 3727.891357
	Iteration 89Q: 3 clusters Score -1.088466e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 90982 members 
Entering Unmasked Estep 
Score: -10884665.000000 Penalty: 3727.891357
	Iteration 90Q: 3 clusters Score -1.088466e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 91011 members 
Entering Unmasked Estep 
Score: -10884680.000000 Penalty: 3727.891357
	Iteration 91Q: 3 clusters Score -1.088468e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 91035 members 
Entering Unmasked Estep 
Score: -10884669.000000 Penalty: 3727.891357
	Iteration 92Q: 3 clusters Score -1.088467e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 91052 members 
Entering Unmasked Estep 
Score: -10884672.000000 Penalty: 3727.891357
	Iteration 93Q: 3 clusters Score -1.088467e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 91069 members 
Entering Unmasked Estep 
Score: -10884673.000000 Penalty: 3727.891357
	Iteration 94Q: 3 clusters Score -1.088467e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 91086 members 
Entering Unmasked Estep 
Score: -10884682.000000 Penalty: 3727.891357
	Iteration 95Q: 3 clusters Score -1.088468e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 91100 members 
Entering Unmasked Estep 
Score: -10884675.000000 Penalty: 3727.891357
	Iteration 96Q: 3 clusters Score -1.088468e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 91119 members 
Entering Unmasked Estep 
Score: -10884679.000000 Penalty: 3727.891357
	Iteration 97Q: 3 clusters Score -1.088468e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 91144 members 
Entering Unmasked Estep 
Score: -10884677.000000 Penalty: 3727.891357
	Iteration 98Q: 3 clusters Score -1.088468e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 91165 members 
Entering Unmasked Estep 
Score: -10884681.000000 Penalty: 3727.891357
	Iteration 99Q: 3 clusters Score -1.088468e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 91184 members 
Entering Unmasked Estep 
Score: -10884686.000000 Penalty: 3727.891357
	Iteration 100F: 3 clusters Score -1.088469e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 91208 members 
Entering Unmasked Estep 
Score: -10884690.000000 Penalty: 3727.891357
	Iteration 101Q: 3 clusters Score -1.088469e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 91227 members 
Entering Unmasked Estep 
Score: -10884682.000000 Penalty: 3727.891357
	Iteration 102Q: 3 clusters Score -1.088468e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 91247 members 
Entering Unmasked Estep 
Score: -10884702.000000 Penalty: 3727.891357
	Iteration 103Q: 3 clusters Score -1.08847e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 91267 members 
Entering Unmasked Estep 
Score: -10884694.000000 Penalty: 3727.891357
	Iteration 104Q: 3 clusters Score -1.088469e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 91292 members 
Entering Unmasked Estep 
Score: -10884702.000000 Penalty: 3727.891357
	Iteration 105Q: 3 clusters Score -1.08847e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 91323 members 
Entering Unmasked Estep 
Score: -10884708.000000 Penalty: 3727.891357
	Iteration 106Q: 3 clusters Score -1.088471e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 91356 members 
Entering Unmasked Estep 
Score: -10884703.000000 Penalty: 3727.891357
	Iteration 107Q: 3 clusters Score -1.08847e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 91387 members 
Entering Unmasked Estep 
Score: -10884691.000000 Penalty: 3727.891357
	Iteration 108Q: 3 clusters Score -1.088469e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 91413 members 
Entering Unmasked Estep 
Score: -10884680.000000 Penalty: 3727.891357
	Iteration 109Q: 3 clusters Score -1.088468e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 91445 members 
Entering Unmasked Estep 
Score: -10884676.000000 Penalty: 3727.891357
	Iteration 110Q: 3 clusters Score -1.088468e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 91475 members 
Entering Unmasked Estep 
Score: -10884686.000000 Penalty: 3727.891357
	Iteration 111Q: 3 clusters Score -1.088469e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 91505 members 
Entering Unmasked Estep 
Score: -10884700.000000 Penalty: 3727.891357
	Iteration 112Q: 3 clusters Score -1.08847e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 91531 members 
Entering Unmasked Estep 
Score: -10884704.000000 Penalty: 3727.891357
	Iteration 113Q: 3 clusters Score -1.08847e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 91561 members 
Entering Unmasked Estep 
Score: -10884708.000000 Penalty: 3727.891357
	Iteration 114Q: 3 clusters Score -1.088471e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 91584 members 
Entering Unmasked Estep 
Score: -10884706.000000 Penalty: 3727.891357
	Iteration 115Q: 3 clusters Score -1.088471e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 91595 members 
Entering Unmasked Estep 
Score: -10884713.000000 Penalty: 3727.891357
	Iteration 116Q: 3 clusters Score -1.088471e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 91610 members 
Entering Unmasked Estep 
Score: -10884726.000000 Penalty: 3727.891357
	Iteration 117Q: 3 clusters Score -1.088473e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 91623 members 
Entering Unmasked Estep 
Score: -10884727.000000 Penalty: 3727.891357
	Iteration 118Q: 3 clusters Score -1.088473e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 91638 members 
Entering Unmasked Estep 
Score: -10884708.000000 Penalty: 3727.891357
	Iteration 119Q: 3 clusters Score -1.088471e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 91654 members 
Entering Unmasked Estep 
Score: -10884709.000000 Penalty: 3727.891357
	Iteration 120F: 3 clusters Score -1.088471e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 91668 members 
Entering Unmasked Estep 
Score: -10884714.000000 Penalty: 3727.891357
	Iteration 121Q: 3 clusters Score -1.088471e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 91686 members 
Entering Unmasked Estep 
Score: -10884708.000000 Penalty: 3727.891357
	Iteration 122Q: 3 clusters Score -1.088471e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 91704 members 
Entering Unmasked Estep 
Score: -10884718.000000 Penalty: 3727.891357
	Iteration 123Q: 3 clusters Score -1.088472e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 91720 members 
Entering Unmasked Estep 
Score: -10884718.000000 Penalty: 3727.891357
	Iteration 124Q: 3 clusters Score -1.088472e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 91744 members 
Entering Unmasked Estep 
Score: -10884696.000000 Penalty: 3727.891357
	Iteration 125Q: 3 clusters Score -1.08847e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 91762 members 
Entering Unmasked Estep 
Score: -10884700.000000 Penalty: 3727.891357
	Iteration 126Q: 3 clusters Score -1.08847e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 91775 members 
Entering Unmasked Estep 
Score: -10884710.000000 Penalty: 3727.891357
	Iteration 127Q: 3 clusters Score -1.088471e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 91795 members 
Entering Unmasked Estep 
Score: -10884717.000000 Penalty: 3727.891357
	Iteration 128Q: 3 clusters Score -1.088472e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 91816 members 
Entering Unmasked Estep 
Score: -10884731.000000 Penalty: 3727.891357
	Iteration 129Q: 3 clusters Score -1.088473e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 91829 members 
Entering Unmasked Estep 
Score: -10884724.000000 Penalty: 3727.891357
	Iteration 130Q: 3 clusters Score -1.088472e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 91834 members 
Entering Unmasked Estep 
Score: -10884724.000000 Penalty: 3727.891357
	Iteration 131Q: 3 clusters Score -1.088472e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 91838 members 
Entering Unmasked Estep 
Score: -10884727.000000 Penalty: 3727.891357
	Iteration 132Q: 3 clusters Score -1.088473e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 91840 members 
Entering Unmasked Estep 
Score: -10884728.000000 Penalty: 3727.891357
	Iteration 133Q: 3 clusters Score -1.088473e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 91840 members 
Entering Unmasked Estep 
Score: -10884728.000000 Penalty: 3727.891357
	Iteration 134F: 3 clusters Score -1.088473e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -13386.933594 Penalty: 891.952393
	Iteration 0F: 2 clusters Score -13386.93 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 123 members 
Entering Unmasked Estep 
Score: -12788.538086 Penalty: 1783.904785
	Iteration 0F: 3 clusters Score -12788.54 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -13022.453125 Penalty: 1783.904785
	Iteration 1F: 3 clusters Score -13022.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -13113.827148 Penalty: 1783.904785
	Iteration 2F: 3 clusters Score -13113.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -13166.333008 Penalty: 1783.904785
	Iteration 3Q: 3 clusters Score -13166.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -13223.197266 Penalty: 1783.904785
	Iteration 4Q: 3 clusters Score -13223.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13234.012695 Penalty: 1783.904785
	Iteration 5Q: 3 clusters Score -13234.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -13235.109375 Penalty: 1783.904785
	Iteration 6Q: 3 clusters Score -13235.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -13235.109375 Penalty: 1783.904785
	Iteration 7F: 3 clusters Score -13235.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -13744.530273 Penalty: 921.915039
	Iteration 0F: 2 clusters Score -13744.53 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 133 members 
Entering Unmasked Estep 
Score: -12961.310547 Penalty: 1843.830078
	Iteration 0F: 3 clusters Score -12961.31 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -13204.424805 Penalty: 1843.830078
	Iteration 1F: 3 clusters Score -13204.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -13347.659180 Penalty: 1843.830078
	Iteration 2F: 3 clusters Score -13347.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -13377.408203 Penalty: 1843.830078
	Iteration 3Q: 3 clusters Score -13377.41 nChanged 8
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: -13435.234375 Penalty: 1843.830078
	Iteration 4Q: 3 clusters Score -13435.23 nChanged 8
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: -13469.791016 Penalty: 1843.830078
	Iteration 5Q: 3 clusters Score -13469.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -13490.845703 Penalty: 1843.830078
	Iteration 6Q: 3 clusters Score -13490.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -13549.564453 Penalty: 1843.830078
	Iteration 7Q: 3 clusters Score -13549.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -13591.789062 Penalty: 1843.830078
	Iteration 8Q: 3 clusters Score -13591.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -13670.674805 Penalty: 1843.830078
	Iteration 9Q: 3 clusters Score -13670.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13683.520508 Penalty: 1843.830078
	Iteration 10Q: 3 clusters Score -13683.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -13700.139648 Penalty: 1843.830078
	Iteration 11F: 3 clusters Score -13700.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -13759.028320 Penalty: 1843.830078
	Iteration 12Q: 3 clusters Score -13759.03 nChanged 10
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: -13914.155273 Penalty: 1843.830078
	Iteration 13Q: 3 clusters Score -13914.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -14011.823242 Penalty: 1843.830078
	Iteration 14Q: 3 clusters Score -14011.82 nChanged 7
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: -14108.907227 Penalty: 1843.830078
	Iteration 15Q: 3 clusters Score -14108.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -14140.043945 Penalty: 1843.830078
	Iteration 16Q: 3 clusters Score -14140.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -14140.043945 Penalty: 1843.830078
	Iteration 17F: 3 clusters Score -14140.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 7208 members 
Mstep: Class 3 contains 3374 members 
Mstep: Class 4 contains 19190 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 95840 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 124 members 
Mstep: Class 10 contains 192295 members 
Mstep: Class 11 contains 12562 members 
Mstep: Class 12 contains 29544 members 
Mstep: Class 13 contains 37916 members 
Mstep: Class 14 contains 12619 members 
Mstep: Class 15 contains 4370 members 
Mstep: Class 16 contains 94556 members 
Mstep: Class 17 contains 10608 members 
Mstep: Class 18 contains 9006 members 
Mstep: Class 19 contains 22671 members 
Mstep: Class 20 contains 1458 members 
Mstep: Class 21 contains 31791 members 
Mstep: Class 22 contains 36595 members 
Mstep: Class 23 contains 66592 members 
Mstep: Class 24 contains 13447 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 607 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12850 members 
Mstep: Class 29 contains 31692 members 
Mstep: Class 30 contains 3812 members 
Mstep: Class 31 contains 8342 members 
Mstep: Class 32 contains 7521 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 85716 members 
Mstep: Class 35 contains 88554 members 
Mstep: Class 36 contains 90102 members 
Mstep: Class 37 contains 12887 members 
Mstep: Class 38 contains 80039 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 107272 members 
Mstep: Class 43 contains 1010 members 
Mstep: Class 44 contains 73724 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 25546 members 
Mstep: Class 48 contains 55027 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 123612 members 
Mstep: Class 51 contains 109987 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 96059 members 
Mstep: Class 54 contains 167 members 
Entering Unmasked Estep 
Score: -194673888.000000 Penalty: 126004.695312
Splitting cluster 9 changes total score from -194674384.000000 to -194673888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (192295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192295 members 
Entering Unmasked Estep 
Score: -22053804.000000 Penalty: 1977.102783
	Iteration 0F: 2 clusters Score -2.20538e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96411 members 
Mstep: Class 2 contains 95884 members 
Entering Unmasked Estep 
Score: -21945418.000000 Penalty: 3954.205566
	Iteration 0F: 3 clusters Score -2.194542e+07 nChanged 93544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105723 members 
Mstep: Class 2 contains 86572 members 
Entering Unmasked Estep 
Score: -22003232.000000 Penalty: 3954.205566
	Iteration 1F: 3 clusters Score -2.200323e+07 nChanged 8930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111495 members 
Mstep: Class 2 contains 80800 members 
Entering Unmasked Estep 
Score: -22006176.000000 Penalty: 3954.205566
	Iteration 2Q: 3 clusters Score -2.200618e+07 nChanged 10817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119380 members 
Mstep: Class 2 contains 72915 members 
Entering Unmasked Estep 
Score: -22010466.000000 Penalty: 3954.205566
	Iteration 3F: 3 clusters Score -2.201047e+07 nChanged 12374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129484 members 
Mstep: Class 2 contains 62811 members 
Entering Unmasked Estep 
Score: -22016580.000000 Penalty: 3954.205566
	Iteration 4F: 3 clusters Score -2.201658e+07 nChanged 13009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140723 members 
Mstep: Class 2 contains 51572 members 
Entering Unmasked Estep 
Score: -22024244.000000 Penalty: 3954.205566
	Iteration 5F: 3 clusters Score -2.202424e+07 nChanged 12906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152323 members 
Mstep: Class 2 contains 39972 members 
Entering Unmasked Estep 
Score: -22033478.000000 Penalty: 3954.205566
	Iteration 6F: 3 clusters Score -2.203348e+07 nChanged 10677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161970 members 
Mstep: Class 2 contains 30325 members 
Entering Unmasked Estep 
Score: -22041818.000000 Penalty: 3954.205566
	Iteration 7F: 3 clusters Score -2.204182e+07 nChanged 7698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168564 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -22046650.000000 Penalty: 3954.205566
	Iteration 8Q: 3 clusters Score -2.204665e+07 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172284 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -22049324.000000 Penalty: 3954.205566
	Iteration 9Q: 3 clusters Score -2.204932e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174574 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -22050592.000000 Penalty: 3954.205566
	Iteration 10Q: 3 clusters Score -2.205059e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176345 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -22051126.000000 Penalty: 3954.205566
	Iteration 11Q: 3 clusters Score -2.205113e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177903 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -22051532.000000 Penalty: 3954.205566
	Iteration 12Q: 3 clusters Score -2.205153e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179301 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -22051718.000000 Penalty: 3954.205566
	Iteration 13Q: 3 clusters Score -2.205172e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180561 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -22051924.000000 Penalty: 3954.205566
	Iteration 14Q: 3 clusters Score -2.205192e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181774 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -22052288.000000 Penalty: 3954.205566
	Iteration 15Q: 3 clusters Score -2.205229e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182906 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -22052578.000000 Penalty: 3954.205566
	Iteration 16Q: 3 clusters Score -2.205258e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184014 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -22052892.000000 Penalty: 3954.205566
	Iteration 17Q: 3 clusters Score -2.205289e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185035 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -22053178.000000 Penalty: 3954.205566
	Iteration 18Q: 3 clusters Score -2.205318e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186015 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -22053496.000000 Penalty: 3954.205566
	Iteration 19Q: 3 clusters Score -2.20535e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186888 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -22053562.000000 Penalty: 3954.205566
	Iteration 20F: 3 clusters Score -2.205356e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187646 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -22053662.000000 Penalty: 3954.205566
	Iteration 21Q: 3 clusters Score -2.205366e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188279 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -22053658.000000 Penalty: 3954.205566
	Iteration 22Q: 3 clusters Score -2.205366e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188835 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -22053660.000000 Penalty: 3954.205566
	Iteration 23Q: 3 clusters Score -2.205366e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189268 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -22053604.000000 Penalty: 3954.205566
	Iteration 24Q: 3 clusters Score -2.20536e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189641 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -22053498.000000 Penalty: 3954.205566
	Iteration 25Q: 3 clusters Score -2.20535e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189955 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -22053424.000000 Penalty: 3954.205566
	Iteration 26Q: 3 clusters Score -2.205342e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190183 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -22053432.000000 Penalty: 3954.205566
	Iteration 27Q: 3 clusters Score -2.205343e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190372 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -22053466.000000 Penalty: 3954.205566
	Iteration 28Q: 3 clusters Score -2.205347e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190506 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -22053472.000000 Penalty: 3954.205566
	Iteration 29Q: 3 clusters Score -2.205347e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190623 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -22053512.000000 Penalty: 3954.205566
	Iteration 30Q: 3 clusters Score -2.205351e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190712 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -22053528.000000 Penalty: 3954.205566
	Iteration 31Q: 3 clusters Score -2.205353e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190794 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -22053462.000000 Penalty: 3954.205566
	Iteration 32Q: 3 clusters Score -2.205346e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190853 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -22053462.000000 Penalty: 3954.205566
	Iteration 33Q: 3 clusters Score -2.205346e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190889 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -22053450.000000 Penalty: 3954.205566
	Iteration 34Q: 3 clusters Score -2.205345e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190914 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -22053442.000000 Penalty: 3954.205566
	Iteration 35Q: 3 clusters Score -2.205344e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190934 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -22053438.000000 Penalty: 3954.205566
	Iteration 36Q: 3 clusters Score -2.205344e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190967 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -22053414.000000 Penalty: 3954.205566
	Iteration 37Q: 3 clusters Score -2.205341e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190998 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -22053376.000000 Penalty: 3954.205566
	Iteration 38Q: 3 clusters Score -2.205338e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191016 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -22053398.000000 Penalty: 3954.205566
	Iteration 39Q: 3 clusters Score -2.20534e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191036 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -22053376.000000 Penalty: 3954.205566
	Iteration 40F: 3 clusters Score -2.205338e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191051 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -22053348.000000 Penalty: 3954.205566
	Iteration 41Q: 3 clusters Score -2.205335e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191070 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -22053352.000000 Penalty: 3954.205566
	Iteration 42Q: 3 clusters Score -2.205335e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191086 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -22053332.000000 Penalty: 3954.205566
	Iteration 43Q: 3 clusters Score -2.205333e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191099 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -22053330.000000 Penalty: 3954.205566
	Iteration 44Q: 3 clusters Score -2.205333e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191121 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -22053306.000000 Penalty: 3954.205566
	Iteration 45Q: 3 clusters Score -2.205331e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191140 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -22053310.000000 Penalty: 3954.205566
	Iteration 46Q: 3 clusters Score -2.205331e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191155 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -22053294.000000 Penalty: 3954.205566
	Iteration 47Q: 3 clusters Score -2.205329e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191166 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -22053286.000000 Penalty: 3954.205566
	Iteration 48Q: 3 clusters Score -2.205329e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191172 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -22053292.000000 Penalty: 3954.205566
	Iteration 49Q: 3 clusters Score -2.205329e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191182 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -22053296.000000 Penalty: 3954.205566
	Iteration 50Q: 3 clusters Score -2.20533e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191194 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -22053288.000000 Penalty: 3954.205566
	Iteration 51Q: 3 clusters Score -2.205329e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191201 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -22053282.000000 Penalty: 3954.205566
	Iteration 52Q: 3 clusters Score -2.205328e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191207 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -22053282.000000 Penalty: 3954.205566
	Iteration 53Q: 3 clusters Score -2.205328e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191214 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -22053272.000000 Penalty: 3954.205566
	Iteration 54Q: 3 clusters Score -2.205327e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191221 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -22053282.000000 Penalty: 3954.205566
	Iteration 55Q: 3 clusters Score -2.205328e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191226 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -22053278.000000 Penalty: 3954.205566
	Iteration 56Q: 3 clusters Score -2.205328e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191232 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -22053260.000000 Penalty: 3954.205566
	Iteration 57Q: 3 clusters Score -2.205326e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191234 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -22053274.000000 Penalty: 3954.205566
	Iteration 58Q: 3 clusters Score -2.205327e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191239 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -22053260.000000 Penalty: 3954.205566
	Iteration 59Q: 3 clusters Score -2.205326e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191242 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -22053266.000000 Penalty: 3954.205566
	Iteration 60F: 3 clusters Score -2.205327e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191246 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -22053254.000000 Penalty: 3954.205566
	Iteration 61Q: 3 clusters Score -2.205325e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191250 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -22053260.000000 Penalty: 3954.205566
	Iteration 62Q: 3 clusters Score -2.205326e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191253 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -22053264.000000 Penalty: 3954.205566
	Iteration 63Q: 3 clusters Score -2.205326e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191255 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -22053264.000000 Penalty: 3954.205566
	Iteration 64Q: 3 clusters Score -2.205326e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191257 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -22053262.000000 Penalty: 3954.205566
	Iteration 65Q: 3 clusters Score -2.205326e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191258 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -22053244.000000 Penalty: 3954.205566
	Iteration 66Q: 3 clusters Score -2.205324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191259 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -22053252.000000 Penalty: 3954.205566
	Iteration 67Q: 3 clusters Score -2.205325e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191260 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -22053242.000000 Penalty: 3954.205566
	Iteration 68Q: 3 clusters Score -2.205324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191261 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -22053248.000000 Penalty: 3954.205566
	Iteration 69Q: 3 clusters Score -2.205325e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191263 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -22053234.000000 Penalty: 3954.205566
	Iteration 70Q: 3 clusters Score -2.205323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191265 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -22053234.000000 Penalty: 3954.205566
	Iteration 71Q: 3 clusters Score -2.205323e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191266 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -22053234.000000 Penalty: 3954.205566
	Iteration 72Q: 3 clusters Score -2.205323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191268 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -22053228.000000 Penalty: 3954.205566
	Iteration 73Q: 3 clusters Score -2.205323e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191268 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -22053228.000000 Penalty: 3954.205566
	Iteration 74F: 3 clusters Score -2.205323e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -1461377.000000 Penalty: 1533.745117
	Iteration 0F: 2 clusters Score -1461377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1452593.875000 Penalty: 3067.490234
	Iteration 0F: 3 clusters Score -1452594 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1455538.250000 Penalty: 3067.490234
	Iteration 1F: 3 clusters Score -1455538 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1455805.875000 Penalty: 3067.490234
	Iteration 2F: 3 clusters Score -1455806 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1456074.000000 Penalty: 3067.490234
	Iteration 3Q: 3 clusters Score -1456074 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1456375.000000 Penalty: 3067.490234
	Iteration 4Q: 3 clusters Score -1456375 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1456755.625000 Penalty: 3067.490234
	Iteration 5Q: 3 clusters Score -1456756 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1457146.125000 Penalty: 3067.490234
	Iteration 6Q: 3 clusters Score -1457146 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1457567.500000 Penalty: 3067.490234
	Iteration 7F: 3 clusters Score -1457568 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1457999.875000 Penalty: 3067.490234
	Iteration 8F: 3 clusters Score -1458000 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1458409.750000 Penalty: 3067.490234
	Iteration 9Q: 3 clusters Score -1458410 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1458768.000000 Penalty: 3067.490234
	Iteration 10Q: 3 clusters Score -1458768 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1459029.000000 Penalty: 3067.490234
	Iteration 11Q: 3 clusters Score -1459029 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1459208.125000 Penalty: 3067.490234
	Iteration 12Q: 3 clusters Score -1459208 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1459346.250000 Penalty: 3067.490234
	Iteration 13Q: 3 clusters Score -1459346 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1459450.125000 Penalty: 3067.490234
	Iteration 14Q: 3 clusters Score -1459450 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1459541.375000 Penalty: 3067.490234
	Iteration 15Q: 3 clusters Score -1459541 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1459612.875000 Penalty: 3067.490234
	Iteration 16Q: 3 clusters Score -1459613 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1459678.750000 Penalty: 3067.490234
	Iteration 17Q: 3 clusters Score -1459679 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1459737.125000 Penalty: 3067.490234
	Iteration 18Q: 3 clusters Score -1459737 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1459784.875000 Penalty: 3067.490234
	Iteration 19Q: 3 clusters Score -1459785 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1459829.500000 Penalty: 3067.490234
	Iteration 20F: 3 clusters Score -1459830 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1459861.375000 Penalty: 3067.490234
	Iteration 21Q: 3 clusters Score -1459861 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1459884.625000 Penalty: 3067.490234
	Iteration 22Q: 3 clusters Score -1459885 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1459902.750000 Penalty: 3067.490234
	Iteration 23Q: 3 clusters Score -1459903 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1459922.625000 Penalty: 3067.490234
	Iteration 24Q: 3 clusters Score -1459923 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1459943.000000 Penalty: 3067.490234
	Iteration 25Q: 3 clusters Score -1459943 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1459953.000000 Penalty: 3067.490234
	Iteration 26Q: 3 clusters Score -1459953 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1459961.625000 Penalty: 3067.490234
	Iteration 27Q: 3 clusters Score -1459962 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1459971.250000 Penalty: 3067.490234
	Iteration 28Q: 3 clusters Score -1459971 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1459982.875000 Penalty: 3067.490234
	Iteration 29Q: 3 clusters Score -1459983 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1459994.500000 Penalty: 3067.490234
	Iteration 30Q: 3 clusters Score -1459994 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1460011.375000 Penalty: 3067.490234
	Iteration 31Q: 3 clusters Score -1460011 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1460029.625000 Penalty: 3067.490234
	Iteration 32Q: 3 clusters Score -1460030 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1460051.375000 Penalty: 3067.490234
	Iteration 33Q: 3 clusters Score -1460051 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1460073.000000 Penalty: 3067.490234
	Iteration 34Q: 3 clusters Score -1460073 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1460092.125000 Penalty: 3067.490234
	Iteration 35Q: 3 clusters Score -1460092 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1460106.875000 Penalty: 3067.490234
	Iteration 36Q: 3 clusters Score -1460107 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1460118.125000 Penalty: 3067.490234
	Iteration 37Q: 3 clusters Score -1460118 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1460123.875000 Penalty: 3067.490234
	Iteration 38Q: 3 clusters Score -1460124 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1460135.250000 Penalty: 3067.490234
	Iteration 39Q: 3 clusters Score -1460135 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1460140.500000 Penalty: 3067.490234
	Iteration 40F: 3 clusters Score -1460140 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1460140.125000 Penalty: 3067.490234
	Iteration 41Q: 3 clusters Score -1460140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1460143.000000 Penalty: 3067.490234
	Iteration 42Q: 3 clusters Score -1460143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1460148.625000 Penalty: 3067.490234
	Iteration 43Q: 3 clusters Score -1460149 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1460148.625000 Penalty: 3067.490234
	Iteration 44Q: 3 clusters Score -1460149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1460150.125000 Penalty: 3067.490234
	Iteration 45Q: 3 clusters Score -1460150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1460149.250000 Penalty: 3067.490234
	Iteration 46Q: 3 clusters Score -1460149 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1460151.500000 Penalty: 3067.490234
	Iteration 47Q: 3 clusters Score -1460152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1460151.375000 Penalty: 3067.490234
	Iteration 48Q: 3 clusters Score -1460151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1460152.375000 Penalty: 3067.490234
	Iteration 49Q: 3 clusters Score -1460152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1460153.125000 Penalty: 3067.490234
	Iteration 50Q: 3 clusters Score -1460153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1460154.000000 Penalty: 3067.490234
	Iteration 51Q: 3 clusters Score -1460154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1460159.250000 Penalty: 3067.490234
	Iteration 52Q: 3 clusters Score -1460159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1460154.250000 Penalty: 3067.490234
	Iteration 53Q: 3 clusters Score -1460154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1460158.125000 Penalty: 3067.490234
	Iteration 54Q: 3 clusters Score -1460158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1460160.625000 Penalty: 3067.490234
	Iteration 55Q: 3 clusters Score -1460161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1460162.625000 Penalty: 3067.490234
	Iteration 56Q: 3 clusters Score -1460163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1460160.000000 Penalty: 3067.490234
	Iteration 57Q: 3 clusters Score -1460160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1460163.125000 Penalty: 3067.490234
	Iteration 58Q: 3 clusters Score -1460163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1460163.125000 Penalty: 3067.490234
	Iteration 59Q: 3 clusters Score -1460163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1460164.000000 Penalty: 3067.490234
	Iteration 60F: 3 clusters Score -1460164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (29544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29544 members 
Entering Unmasked Estep 
Score: -3245856.250000 Penalty: 1672.715942
	Iteration 0F: 2 clusters Score -3245856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -3226072.000000 Penalty: 3345.431885
	Iteration 0F: 3 clusters Score -3226072 nChanged 13606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -3233438.250000 Penalty: 3345.431885
	Iteration 1F: 3 clusters Score -3233438 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -3233950.250000 Penalty: 3345.431885
	Iteration 2Q: 3 clusters Score -3233950 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -3234641.250000 Penalty: 3345.431885
	Iteration 3Q: 3 clusters Score -3234641 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -3235715.250000 Penalty: 3345.431885
	Iteration 4F: 3 clusters Score -3235715 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -3237316.500000 Penalty: 3345.431885
	Iteration 5F: 3 clusters Score -3237316 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -3239358.500000 Penalty: 3345.431885
	Iteration 6F: 3 clusters Score -3239358 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -3241373.500000 Penalty: 3345.431885
	Iteration 7F: 3 clusters Score -3241374 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -3242900.500000 Penalty: 3345.431885
	Iteration 8F: 3 clusters Score -3242900 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -3243734.750000 Penalty: 3345.431885
	Iteration 9Q: 3 clusters Score -3243735 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -3244170.750000 Penalty: 3345.431885
	Iteration 10Q: 3 clusters Score -3244171 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -3244371.250000 Penalty: 3345.431885
	Iteration 11Q: 3 clusters Score -3244371 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -3244514.750000 Penalty: 3345.431885
	Iteration 12Q: 3 clusters Score -3244515 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -3244583.000000 Penalty: 3345.431885
	Iteration 13Q: 3 clusters Score -3244583 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27813 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -3244643.000000 Penalty: 3345.431885
	Iteration 14Q: 3 clusters Score -3244643 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27897 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3244670.500000 Penalty: 3345.431885
	Iteration 15Q: 3 clusters Score -3244670 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -3244693.750000 Penalty: 3345.431885
	Iteration 16Q: 3 clusters Score -3244694 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3244714.000000 Penalty: 3345.431885
	Iteration 17Q: 3 clusters Score -3244714 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -3244734.250000 Penalty: 3345.431885
	Iteration 18Q: 3 clusters Score -3244734 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3244756.500000 Penalty: 3345.431885
	Iteration 19Q: 3 clusters Score -3244756 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -3244770.500000 Penalty: 3345.431885
	Iteration 20F: 3 clusters Score -3244770 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3244786.000000 Penalty: 3345.431885
	Iteration 21Q: 3 clusters Score -3244786 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28240 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3244792.000000 Penalty: 3345.431885
	Iteration 22Q: 3 clusters Score -3244792 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28255 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3244795.500000 Penalty: 3345.431885
	Iteration 23Q: 3 clusters Score -3244796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3244803.500000 Penalty: 3345.431885
	Iteration 24Q: 3 clusters Score -3244804 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -3244806.000000 Penalty: 3345.431885
	Iteration 25Q: 3 clusters Score -3244806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3244807.750000 Penalty: 3345.431885
	Iteration 26Q: 3 clusters Score -3244808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28303 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3244818.000000 Penalty: 3345.431885
	Iteration 27Q: 3 clusters Score -3244818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -3244822.000000 Penalty: 3345.431885
	Iteration 28Q: 3 clusters Score -3244822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3244827.500000 Penalty: 3345.431885
	Iteration 29Q: 3 clusters Score -3244828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3244825.250000 Penalty: 3345.431885
	Iteration 30Q: 3 clusters Score -3244825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3244830.250000 Penalty: 3345.431885
	Iteration 31Q: 3 clusters Score -3244830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3244830.500000 Penalty: 3345.431885
	Iteration 32Q: 3 clusters Score -3244830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3244838.500000 Penalty: 3345.431885
	Iteration 33Q: 3 clusters Score -3244838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28342 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3244835.500000 Penalty: 3345.431885
	Iteration 34Q: 3 clusters Score -3244836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28342 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3244834.750000 Penalty: 3345.431885
	Iteration 35Q: 3 clusters Score -3244835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3244836.750000 Penalty: 3345.431885
	Iteration 36Q: 3 clusters Score -3244837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3244840.750000 Penalty: 3345.431885
	Iteration 37Q: 3 clusters Score -3244841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3244838.750000 Penalty: 3345.431885
	Iteration 38Q: 3 clusters Score -3244839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3244838.750000 Penalty: 3345.431885
	Iteration 39F: 3 clusters Score -3244839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (37916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37916 members 
Entering Unmasked Estep 
Score: -4178045.750000 Penalty: 1713.258301
	Iteration 0F: 2 clusters Score -4178046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -4152572.500000 Penalty: 3426.516602
	Iteration 0F: 3 clusters Score -4152572 nChanged 17536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -4162233.500000 Penalty: 3426.516602
	Iteration 1F: 3 clusters Score -4162234 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -4162668.250000 Penalty: 3426.516602
	Iteration 2Q: 3 clusters Score -4162668 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -4163141.750000 Penalty: 3426.516602
	Iteration 3Q: 3 clusters Score -4163142 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -4163792.250000 Penalty: 3426.516602
	Iteration 4Q: 3 clusters Score -4163792 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -4164544.250000 Penalty: 3426.516602
	Iteration 5Q: 3 clusters Score -4164544 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -4165467.750000 Penalty: 3426.516602
	Iteration 6Q: 3 clusters Score -4165468 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -4166534.750000 Penalty: 3426.516602
	Iteration 7Q: 3 clusters Score -4166535 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -4167872.500000 Penalty: 3426.516602
	Iteration 8F: 3 clusters Score -4167872 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -4169411.750000 Penalty: 3426.516602
	Iteration 9F: 3 clusters Score -4169412 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -4170680.500000 Penalty: 3426.516602
	Iteration 10F: 3 clusters Score -4170680 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -4171252.750000 Penalty: 3426.516602
	Iteration 11Q: 3 clusters Score -4171253 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -4171485.250000 Penalty: 3426.516602
	Iteration 12Q: 3 clusters Score -4171485 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -4171610.750000 Penalty: 3426.516602
	Iteration 13Q: 3 clusters Score -4171611 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -4171663.500000 Penalty: 3426.516602
	Iteration 14Q: 3 clusters Score -4171664 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -4171717.750000 Penalty: 3426.516602
	Iteration 15Q: 3 clusters Score -4171718 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -4171745.000000 Penalty: 3426.516602
	Iteration 16Q: 3 clusters Score -4171745 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -4171772.750000 Penalty: 3426.516602
	Iteration 17Q: 3 clusters Score -4171773 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -4171829.500000 Penalty: 3426.516602
	Iteration 18Q: 3 clusters Score -4171830 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -4171887.750000 Penalty: 3426.516602
	Iteration 19Q: 3 clusters Score -4171888 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -4171953.750000 Penalty: 3426.516602
	Iteration 20F: 3 clusters Score -4171954 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -4172007.500000 Penalty: 3426.516602
	Iteration 21Q: 3 clusters Score -4172008 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -4172067.500000 Penalty: 3426.516602
	Iteration 22Q: 3 clusters Score -4172068 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -4172154.000000 Penalty: 3426.516602
	Iteration 23Q: 3 clusters Score -4172154 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -4172213.500000 Penalty: 3426.516602
	Iteration 24Q: 3 clusters Score -4172214 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -4172310.000000 Penalty: 3426.516602
	Iteration 25Q: 3 clusters Score -4172310 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -4172439.250000 Penalty: 3426.516602
	Iteration 26Q: 3 clusters Score -4172439 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -4172572.500000 Penalty: 3426.516602
	Iteration 27Q: 3 clusters Score -4172572 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -4172698.000000 Penalty: 3426.516602
	Iteration 28Q: 3 clusters Score -4172698 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -4172865.500000 Penalty: 3426.516602
	Iteration 29Q: 3 clusters Score -4172866 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -4173031.000000 Penalty: 3426.516602
	Iteration 30Q: 3 clusters Score -4173031 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -4173216.750000 Penalty: 3426.516602
	Iteration 31Q: 3 clusters Score -4173217 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -4173431.250000 Penalty: 3426.516602
	Iteration 32Q: 3 clusters Score -4173431 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -4173680.500000 Penalty: 3426.516602
	Iteration 33Q: 3 clusters Score -4173680 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -4173876.250000 Penalty: 3426.516602
	Iteration 34Q: 3 clusters Score -4173876 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -4174092.500000 Penalty: 3426.516602
	Iteration 35Q: 3 clusters Score -4174092 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -4174303.750000 Penalty: 3426.516602
	Iteration 36Q: 3 clusters Score -4174304 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 28985 members 
Entering Unmasked Estep 
Score: -4174511.500000 Penalty: 3426.516602
	Iteration 37Q: 3 clusters Score -4174512 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 29556 members 
Entering Unmasked Estep 
Score: -4174712.750000 Penalty: 3426.516602
	Iteration 38Q: 3 clusters Score -4174713 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -4174882.500000 Penalty: 3426.516602
	Iteration 39Q: 3 clusters Score -4174882 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 30587 members 
Entering Unmasked Estep 
Score: -4175069.500000 Penalty: 3426.516602
	Iteration 40F: 3 clusters Score -4175070 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 31038 members 
Entering Unmasked Estep 
Score: -4175223.750000 Penalty: 3426.516602
	Iteration 41Q: 3 clusters Score -4175224 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -4175376.000000 Penalty: 3426.516602
	Iteration 42Q: 3 clusters Score -4175376 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -4175480.250000 Penalty: 3426.516602
	Iteration 43Q: 3 clusters Score -4175480 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 32223 members 
Entering Unmasked Estep 
Score: -4175586.750000 Penalty: 3426.516602
	Iteration 44Q: 3 clusters Score -4175587 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 32571 members 
Entering Unmasked Estep 
Score: -4175692.500000 Penalty: 3426.516602
	Iteration 45Q: 3 clusters Score -4175692 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 32878 members 
Entering Unmasked Estep 
Score: -4175802.000000 Penalty: 3426.516602
	Iteration 46Q: 3 clusters Score -4175802 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 33156 members 
Entering Unmasked Estep 
Score: -4175868.250000 Penalty: 3426.516602
	Iteration 47Q: 3 clusters Score -4175868 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 33402 members 
Entering Unmasked Estep 
Score: -4175940.250000 Penalty: 3426.516602
	Iteration 48Q: 3 clusters Score -4175940 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 33639 members 
Entering Unmasked Estep 
Score: -4175993.250000 Penalty: 3426.516602
	Iteration 49Q: 3 clusters Score -4175993 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 33872 members 
Entering Unmasked Estep 
Score: -4176057.500000 Penalty: 3426.516602
	Iteration 50Q: 3 clusters Score -4176058 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
Score: -4176121.250000 Penalty: 3426.516602
	Iteration 51Q: 3 clusters Score -4176121 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
Score: -4176182.750000 Penalty: 3426.516602
	Iteration 52Q: 3 clusters Score -4176183 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
Score: -4176245.750000 Penalty: 3426.516602
	Iteration 53Q: 3 clusters Score -4176246 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 34619 members 
Entering Unmasked Estep 
Score: -4176276.250000 Penalty: 3426.516602
	Iteration 54Q: 3 clusters Score -4176276 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 34768 members 
Entering Unmasked Estep 
Score: -4176317.750000 Penalty: 3426.516602
	Iteration 55Q: 3 clusters Score -4176318 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 34925 members 
Entering Unmasked Estep 
Score: -4176360.000000 Penalty: 3426.516602
	Iteration 56Q: 3 clusters Score -4176360 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 35068 members 
Entering Unmasked Estep 
Score: -4176414.500000 Penalty: 3426.516602
	Iteration 57Q: 3 clusters Score -4176414 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 35191 members 
Entering Unmasked Estep 
Score: -4176451.000000 Penalty: 3426.516602
	Iteration 58Q: 3 clusters Score -4176451 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 35312 members 
Entering Unmasked Estep 
Score: -4176475.750000 Penalty: 3426.516602
	Iteration 59Q: 3 clusters Score -4176476 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 35421 members 
Entering Unmasked Estep 
Score: -4176501.750000 Penalty: 3426.516602
	Iteration 60F: 3 clusters Score -4176502 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 35520 members 
Entering Unmasked Estep 
Score: -4176529.500000 Penalty: 3426.516602
	Iteration 61Q: 3 clusters Score -4176530 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 35587 members 
Entering Unmasked Estep 
Score: -4176540.500000 Penalty: 3426.516602
	Iteration 62Q: 3 clusters Score -4176540 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -4176565.750000 Penalty: 3426.516602
	Iteration 63Q: 3 clusters Score -4176566 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 35708 members 
Entering Unmasked Estep 
Score: -4176584.250000 Penalty: 3426.516602
	Iteration 64Q: 3 clusters Score -4176584 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 35767 members 
Entering Unmasked Estep 
Score: -4176588.500000 Penalty: 3426.516602
	Iteration 65Q: 3 clusters Score -4176588 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 35830 members 
Entering Unmasked Estep 
Score: -4176601.250000 Penalty: 3426.516602
	Iteration 66Q: 3 clusters Score -4176601 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 35881 members 
Entering Unmasked Estep 
Score: -4176611.250000 Penalty: 3426.516602
	Iteration 67Q: 3 clusters Score -4176611 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 35931 members 
Entering Unmasked Estep 
Score: -4176623.250000 Penalty: 3426.516602
	Iteration 68Q: 3 clusters Score -4176623 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 35968 members 
Entering Unmasked Estep 
Score: -4176637.000000 Penalty: 3426.516602
	Iteration 69Q: 3 clusters Score -4176637 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 36002 members 
Entering Unmasked Estep 
Score: -4176641.000000 Penalty: 3426.516602
	Iteration 70Q: 3 clusters Score -4176641 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 36034 members 
Entering Unmasked Estep 
Score: -4176642.500000 Penalty: 3426.516602
	Iteration 71Q: 3 clusters Score -4176642 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 36070 members 
Entering Unmasked Estep 
Score: -4176656.750000 Penalty: 3426.516602
	Iteration 72Q: 3 clusters Score -4176657 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -4176651.750000 Penalty: 3426.516602
	Iteration 73Q: 3 clusters Score -4176652 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 36136 members 
Entering Unmasked Estep 
Score: -4176659.250000 Penalty: 3426.516602
	Iteration 74Q: 3 clusters Score -4176659 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 36159 members 
Entering Unmasked Estep 
Score: -4176660.250000 Penalty: 3426.516602
	Iteration 75Q: 3 clusters Score -4176660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 36176 members 
Entering Unmasked Estep 
Score: -4176654.750000 Penalty: 3426.516602
	Iteration 76Q: 3 clusters Score -4176655 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 36193 members 
Entering Unmasked Estep 
Score: -4176658.500000 Penalty: 3426.516602
	Iteration 77Q: 3 clusters Score -4176658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 36209 members 
Entering Unmasked Estep 
Score: -4176654.750000 Penalty: 3426.516602
	Iteration 78Q: 3 clusters Score -4176655 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 36226 members 
Entering Unmasked Estep 
Score: -4176663.250000 Penalty: 3426.516602
	Iteration 79Q: 3 clusters Score -4176663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 36239 members 
Entering Unmasked Estep 
Score: -4176672.250000 Penalty: 3426.516602
	Iteration 80F: 3 clusters Score -4176672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 36253 members 
Entering Unmasked Estep 
Score: -4176665.250000 Penalty: 3426.516602
	Iteration 81Q: 3 clusters Score -4176665 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 36266 members 
Entering Unmasked Estep 
Score: -4176666.500000 Penalty: 3426.516602
	Iteration 82Q: 3 clusters Score -4176666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 36280 members 
Entering Unmasked Estep 
Score: -4176670.750000 Penalty: 3426.516602
	Iteration 83Q: 3 clusters Score -4176671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 36286 members 
Entering Unmasked Estep 
Score: -4176669.000000 Penalty: 3426.516602
	Iteration 84Q: 3 clusters Score -4176669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 36295 members 
Entering Unmasked Estep 
Score: -4176674.500000 Penalty: 3426.516602
	Iteration 85Q: 3 clusters Score -4176674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 36305 members 
Entering Unmasked Estep 
Score: -4176674.500000 Penalty: 3426.516602
	Iteration 86Q: 3 clusters Score -4176674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 36316 members 
Entering Unmasked Estep 
Score: -4176673.500000 Penalty: 3426.516602
	Iteration 87Q: 3 clusters Score -4176674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 36331 members 
Entering Unmasked Estep 
Score: -4176681.250000 Penalty: 3426.516602
	Iteration 88Q: 3 clusters Score -4176681 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 36343 members 
Entering Unmasked Estep 
Score: -4176683.750000 Penalty: 3426.516602
	Iteration 89Q: 3 clusters Score -4176684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 36355 members 
Entering Unmasked Estep 
Score: -4176686.000000 Penalty: 3426.516602
	Iteration 90Q: 3 clusters Score -4176686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 36371 members 
Entering Unmasked Estep 
Score: -4176697.500000 Penalty: 3426.516602
	Iteration 91Q: 3 clusters Score -4176698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
Score: -4176700.750000 Penalty: 3426.516602
	Iteration 92Q: 3 clusters Score -4176701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 36395 members 
Entering Unmasked Estep 
Score: -4176701.000000 Penalty: 3426.516602
	Iteration 93Q: 3 clusters Score -4176701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 36404 members 
Entering Unmasked Estep 
Score: -4176702.250000 Penalty: 3426.516602
	Iteration 94Q: 3 clusters Score -4176702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 36413 members 
Entering Unmasked Estep 
Score: -4176694.500000 Penalty: 3426.516602
	Iteration 95Q: 3 clusters Score -4176694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 36420 members 
Entering Unmasked Estep 
Score: -4176704.750000 Penalty: 3426.516602
	Iteration 96Q: 3 clusters Score -4176705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 36428 members 
Entering Unmasked Estep 
Score: -4176705.750000 Penalty: 3426.516602
	Iteration 97Q: 3 clusters Score -4176706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 36435 members 
Entering Unmasked Estep 
Score: -4176705.750000 Penalty: 3426.516602
	Iteration 98Q: 3 clusters Score -4176706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 36438 members 
Entering Unmasked Estep 
Score: -4176709.750000 Penalty: 3426.516602
	Iteration 99Q: 3 clusters Score -4176710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 36442 members 
Entering Unmasked Estep 
Score: -4176714.250000 Penalty: 3426.516602
	Iteration 100F: 3 clusters Score -4176714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -4176713.250000 Penalty: 3426.516602
	Iteration 101Q: 3 clusters Score -4176713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 36446 members 
Entering Unmasked Estep 
Score: -4176713.000000 Penalty: 3426.516602
	Iteration 102Q: 3 clusters Score -4176713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 36448 members 
Entering Unmasked Estep 
Score: -4176707.500000 Penalty: 3426.516602
	Iteration 103Q: 3 clusters Score -4176708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 36449 members 
Entering Unmasked Estep 
Score: -4176707.250000 Penalty: 3426.516602
	Iteration 104Q: 3 clusters Score -4176707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 36449 members 
Entering Unmasked Estep 
Score: -4176707.250000 Penalty: 3426.516602
	Iteration 105F: 3 clusters Score -4176707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Entering Unmasked Estep 
Score: -1463062.125000 Penalty: 1534.480835
	Iteration 0F: 2 clusters Score -1463062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1454215.750000 Penalty: 3068.961670
	Iteration 0F: 3 clusters Score -1454216 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1457169.000000 Penalty: 3068.961670
	Iteration 1F: 3 clusters Score -1457169 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1457430.375000 Penalty: 3068.961670
	Iteration 2F: 3 clusters Score -1457430 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1457607.750000 Penalty: 3068.961670
	Iteration 3Q: 3 clusters Score -1457608 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1457738.750000 Penalty: 3068.961670
	Iteration 4Q: 3 clusters Score -1457739 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1457862.375000 Penalty: 3068.961670
	Iteration 5Q: 3 clusters Score -1457862 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1457991.250000 Penalty: 3068.961670
	Iteration 6Q: 3 clusters Score -1457991 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1458138.250000 Penalty: 3068.961670
	Iteration 7Q: 3 clusters Score -1458138 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1458274.625000 Penalty: 3068.961670
	Iteration 8Q: 3 clusters Score -1458275 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1458432.250000 Penalty: 3068.961670
	Iteration 9Q: 3 clusters Score -1458432 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1458619.125000 Penalty: 3068.961670
	Iteration 10Q: 3 clusters Score -1458619 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1458859.375000 Penalty: 3068.961670
	Iteration 11Q: 3 clusters Score -1458859 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1459148.750000 Penalty: 3068.961670
	Iteration 12Q: 3 clusters Score -1459149 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1459418.500000 Penalty: 3068.961670
	Iteration 13Q: 3 clusters Score -1459418 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1459672.000000 Penalty: 3068.961670
	Iteration 14Q: 3 clusters Score -1459672 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1459942.125000 Penalty: 3068.961670
	Iteration 15Q: 3 clusters Score -1459942 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1460142.750000 Penalty: 3068.961670
	Iteration 16Q: 3 clusters Score -1460143 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1460295.625000 Penalty: 3068.961670
	Iteration 17Q: 3 clusters Score -1460296 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1460439.625000 Penalty: 3068.961670
	Iteration 18Q: 3 clusters Score -1460440 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1460561.375000 Penalty: 3068.961670
	Iteration 19Q: 3 clusters Score -1460561 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1460688.750000 Penalty: 3068.961670
	Iteration 20F: 3 clusters Score -1460689 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1460814.000000 Penalty: 3068.961670
	Iteration 21Q: 3 clusters Score -1460814 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1460944.500000 Penalty: 3068.961670
	Iteration 22Q: 3 clusters Score -1460944 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1461064.250000 Penalty: 3068.961670
	Iteration 23Q: 3 clusters Score -1461064 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1461168.875000 Penalty: 3068.961670
	Iteration 24Q: 3 clusters Score -1461169 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1461251.625000 Penalty: 3068.961670
	Iteration 25Q: 3 clusters Score -1461252 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -1461339.375000 Penalty: 3068.961670
	Iteration 26Q: 3 clusters Score -1461339 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -1461425.250000 Penalty: 3068.961670
	Iteration 27Q: 3 clusters Score -1461425 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1461483.500000 Penalty: 3068.961670
	Iteration 28Q: 3 clusters Score -1461484 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1461532.750000 Penalty: 3068.961670
	Iteration 29Q: 3 clusters Score -1461533 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -1461568.750000 Penalty: 3068.961670
	Iteration 30Q: 3 clusters Score -1461569 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -1461594.250000 Penalty: 3068.961670
	Iteration 31Q: 3 clusters Score -1461594 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1461607.250000 Penalty: 3068.961670
	Iteration 32Q: 3 clusters Score -1461607 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -1461620.000000 Penalty: 3068.961670
	Iteration 33Q: 3 clusters Score -1461620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1461631.250000 Penalty: 3068.961670
	Iteration 34Q: 3 clusters Score -1461631 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1461638.750000 Penalty: 3068.961670
	Iteration 35Q: 3 clusters Score -1461639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -1461651.250000 Penalty: 3068.961670
	Iteration 36Q: 3 clusters Score -1461651 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1461661.000000 Penalty: 3068.961670
	Iteration 37Q: 3 clusters Score -1461661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1461667.625000 Penalty: 3068.961670
	Iteration 38Q: 3 clusters Score -1461668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1461670.125000 Penalty: 3068.961670
	Iteration 39Q: 3 clusters Score -1461670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1461672.500000 Penalty: 3068.961670
	Iteration 40F: 3 clusters Score -1461672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -1461676.875000 Penalty: 3068.961670
	Iteration 41Q: 3 clusters Score -1461677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1461683.875000 Penalty: 3068.961670
	Iteration 42Q: 3 clusters Score -1461684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -1461686.875000 Penalty: 3068.961670
	Iteration 43Q: 3 clusters Score -1461687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -1461690.500000 Penalty: 3068.961670
	Iteration 44Q: 3 clusters Score -1461690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -1461692.375000 Penalty: 3068.961670
	Iteration 45Q: 3 clusters Score -1461692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1461695.875000 Penalty: 3068.961670
	Iteration 46Q: 3 clusters Score -1461696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -1461702.250000 Penalty: 3068.961670
	Iteration 47Q: 3 clusters Score -1461702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1461708.375000 Penalty: 3068.961670
	Iteration 48Q: 3 clusters Score -1461708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1461710.750000 Penalty: 3068.961670
	Iteration 49Q: 3 clusters Score -1461711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1461713.375000 Penalty: 3068.961670
	Iteration 50Q: 3 clusters Score -1461713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1461715.500000 Penalty: 3068.961670
	Iteration 51Q: 3 clusters Score -1461716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1461715.250000 Penalty: 3068.961670
	Iteration 52Q: 3 clusters Score -1461715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1461718.250000 Penalty: 3068.961670
	Iteration 53Q: 3 clusters Score -1461718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -1461722.125000 Penalty: 3068.961670
	Iteration 54Q: 3 clusters Score -1461722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1461722.000000 Penalty: 3068.961670
	Iteration 55Q: 3 clusters Score -1461722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1461722.000000 Penalty: 3068.961670
	Iteration 56F: 3 clusters Score -1461722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Entering Unmasked Estep 
Score: -435456.750000 Penalty: 1362.159302
	Iteration 0F: 2 clusters Score -435456.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -431948.718750 Penalty: 2724.318604
	Iteration 0F: 3 clusters Score -431948.7 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -433040.718750 Penalty: 2724.318604
	Iteration 1F: 3 clusters Score -433040.7 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -433274.437500 Penalty: 2724.318604
	Iteration 2F: 3 clusters Score -433274.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -433425.093750 Penalty: 2724.318604
	Iteration 3F: 3 clusters Score -433425.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -433554.250000 Penalty: 2724.318604
	Iteration 4Q: 3 clusters Score -433554.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -433675.312500 Penalty: 2724.318604
	Iteration 5Q: 3 clusters Score -433675.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -433788.500000 Penalty: 2724.318604
	Iteration 6Q: 3 clusters Score -433788.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -433927.562500 Penalty: 2724.318604
	Iteration 7Q: 3 clusters Score -433927.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -434067.125000 Penalty: 2724.318604
	Iteration 8Q: 3 clusters Score -434067.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -434180.500000 Penalty: 2724.318604
	Iteration 9Q: 3 clusters Score -434180.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -434260.687500 Penalty: 2724.318604
	Iteration 10Q: 3 clusters Score -434260.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -434334.218750 Penalty: 2724.318604
	Iteration 11Q: 3 clusters Score -434334.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -434394.750000 Penalty: 2724.318604
	Iteration 12Q: 3 clusters Score -434394.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -434435.812500 Penalty: 2724.318604
	Iteration 13Q: 3 clusters Score -434435.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -434477.468750 Penalty: 2724.318604
	Iteration 14Q: 3 clusters Score -434477.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -434538.187500 Penalty: 2724.318604
	Iteration 15Q: 3 clusters Score -434538.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -434583.718750 Penalty: 2724.318604
	Iteration 16Q: 3 clusters Score -434583.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -434607.781250 Penalty: 2724.318604
	Iteration 17Q: 3 clusters Score -434607.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -434640.781250 Penalty: 2724.318604
	Iteration 18Q: 3 clusters Score -434640.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -434668.781250 Penalty: 2724.318604
	Iteration 19Q: 3 clusters Score -434668.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -434688.125000 Penalty: 2724.318604
	Iteration 20F: 3 clusters Score -434688.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -434699.593750 Penalty: 2724.318604
	Iteration 21Q: 3 clusters Score -434699.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -434702.625000 Penalty: 2724.318604
	Iteration 22Q: 3 clusters Score -434702.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -434705.656250 Penalty: 2724.318604
	Iteration 23Q: 3 clusters Score -434705.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -434707.968750 Penalty: 2724.318604
	Iteration 24Q: 3 clusters Score -434708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -434709.375000 Penalty: 2724.318604
	Iteration 25Q: 3 clusters Score -434709.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -434710.531250 Penalty: 2724.318604
	Iteration 26Q: 3 clusters Score -434710.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -434712.187500 Penalty: 2724.318604
	Iteration 27Q: 3 clusters Score -434712.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -434716.750000 Penalty: 2724.318604
	Iteration 28Q: 3 clusters Score -434716.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -434719.656250 Penalty: 2724.318604
	Iteration 29Q: 3 clusters Score -434719.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -434721.375000 Penalty: 2724.318604
	Iteration 30Q: 3 clusters Score -434721.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -434722.781250 Penalty: 2724.318604
	Iteration 31Q: 3 clusters Score -434722.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -434722.781250 Penalty: 2724.318604
	Iteration 32F: 3 clusters Score -434722.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (94556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94556 members 
Entering Unmasked Estep 
Score: -11262157.000000 Penalty: 1861.753906
	Iteration 0F: 2 clusters Score -1.126216e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47466 members 
Mstep: Class 2 contains 47090 members 
Entering Unmasked Estep 
Score: -11200505.000000 Penalty: 3723.507812
	Iteration 0F: 3 clusters Score -1.12005e+07 nChanged 45048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51166 members 
Mstep: Class 2 contains 43390 members 
Entering Unmasked Estep 
Score: -11226762.000000 Penalty: 3723.507812
	Iteration 1F: 3 clusters Score -1.122676e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53660 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
Score: -11227929.000000 Penalty: 3723.507812
	Iteration 2Q: 3 clusters Score -1.122793e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57328 members 
Mstep: Class 2 contains 37228 members 
Entering Unmasked Estep 
Score: -11229866.000000 Penalty: 3723.507812
	Iteration 3Q: 3 clusters Score -1.122987e+07 nChanged 5904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62510 members 
Mstep: Class 2 contains 32046 members 
Entering Unmasked Estep 
Score: -11233208.000000 Penalty: 3723.507812
	Iteration 4F: 3 clusters Score -1.123321e+07 nChanged 7503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69451 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -11238797.000000 Penalty: 3723.507812
	Iteration 5F: 3 clusters Score -1.12388e+07 nChanged 8132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77215 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -11246248.000000 Penalty: 3723.507812
	Iteration 6F: 3 clusters Score -1.124625e+07 nChanged 6809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83708 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -11253396.000000 Penalty: 3723.507812
	Iteration 7F: 3 clusters Score -1.12534e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87281 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -11257597.000000 Penalty: 3723.507812
	Iteration 8Q: 3 clusters Score -1.12576e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88860 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -11259439.000000 Penalty: 3723.507812
	Iteration 9Q: 3 clusters Score -1.125944e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89753 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -11260100.000000 Penalty: 3723.507812
	Iteration 10Q: 3 clusters Score -1.12601e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90440 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -11260327.000000 Penalty: 3723.507812
	Iteration 11Q: 3 clusters Score -1.126033e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91026 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -11260490.000000 Penalty: 3723.507812
	Iteration 12Q: 3 clusters Score -1.126049e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91507 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -11260492.000000 Penalty: 3723.507812
	Iteration 13Q: 3 clusters Score -1.126049e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91919 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -11260483.000000 Penalty: 3723.507812
	Iteration 14Q: 3 clusters Score -1.126048e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92267 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -11260521.000000 Penalty: 3723.507812
	Iteration 15Q: 3 clusters Score -1.126052e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92584 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -11260559.000000 Penalty: 3723.507812
	Iteration 16Q: 3 clusters Score -1.126056e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92857 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -11260578.000000 Penalty: 3723.507812
	Iteration 17Q: 3 clusters Score -1.126058e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93088 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -11260598.000000 Penalty: 3723.507812
	Iteration 18Q: 3 clusters Score -1.12606e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93284 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -11260603.000000 Penalty: 3723.507812
	Iteration 19Q: 3 clusters Score -1.12606e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93444 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -11260587.000000 Penalty: 3723.507812
	Iteration 20F: 3 clusters Score -1.126059e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93572 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -11260606.000000 Penalty: 3723.507812
	Iteration 21Q: 3 clusters Score -1.126061e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93681 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -11260595.000000 Penalty: 3723.507812
	Iteration 22Q: 3 clusters Score -1.12606e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93767 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -11260583.000000 Penalty: 3723.507812
	Iteration 23Q: 3 clusters Score -1.126058e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93832 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -11260606.000000 Penalty: 3723.507812
	Iteration 24Q: 3 clusters Score -1.126061e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93888 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -11260611.000000 Penalty: 3723.507812
	Iteration 25Q: 3 clusters Score -1.126061e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93933 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -11260605.000000 Penalty: 3723.507812
	Iteration 26Q: 3 clusters Score -1.12606e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93964 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -11260612.000000 Penalty: 3723.507812
	Iteration 27Q: 3 clusters Score -1.126061e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93983 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -11260624.000000 Penalty: 3723.507812
	Iteration 28Q: 3 clusters Score -1.126062e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94003 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -11260623.000000 Penalty: 3723.507812
	Iteration 29Q: 3 clusters Score -1.126062e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94026 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -11260636.000000 Penalty: 3723.507812
	Iteration 30Q: 3 clusters Score -1.126064e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94049 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -11260632.000000 Penalty: 3723.507812
	Iteration 31Q: 3 clusters Score -1.126063e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94062 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -11260642.000000 Penalty: 3723.507812
	Iteration 32Q: 3 clusters Score -1.126064e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94072 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -11260640.000000 Penalty: 3723.507812
	Iteration 33Q: 3 clusters Score -1.126064e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94081 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -11260654.000000 Penalty: 3723.507812
	Iteration 34Q: 3 clusters Score -1.126065e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94092 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -11260659.000000 Penalty: 3723.507812
	Iteration 35Q: 3 clusters Score -1.126066e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94100 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -11260669.000000 Penalty: 3723.507812
	Iteration 36Q: 3 clusters Score -1.126067e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94110 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -11260663.000000 Penalty: 3723.507812
	Iteration 37Q: 3 clusters Score -1.126066e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94119 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -11260665.000000 Penalty: 3723.507812
	Iteration 38Q: 3 clusters Score -1.126066e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94129 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -11260676.000000 Penalty: 3723.507812
	Iteration 39Q: 3 clusters Score -1.126068e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94139 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -11260676.000000 Penalty: 3723.507812
	Iteration 40F: 3 clusters Score -1.126068e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94147 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -11260674.000000 Penalty: 3723.507812
	Iteration 41Q: 3 clusters Score -1.126067e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94154 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -11260687.000000 Penalty: 3723.507812
	Iteration 42Q: 3 clusters Score -1.126069e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94160 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -11260692.000000 Penalty: 3723.507812
	Iteration 43Q: 3 clusters Score -1.126069e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94167 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -11260710.000000 Penalty: 3723.507812
	Iteration 44Q: 3 clusters Score -1.126071e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94169 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -11260701.000000 Penalty: 3723.507812
	Iteration 45Q: 3 clusters Score -1.12607e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94173 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -11260705.000000 Penalty: 3723.507812
	Iteration 46Q: 3 clusters Score -1.12607e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94174 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -11260704.000000 Penalty: 3723.507812
	Iteration 47Q: 3 clusters Score -1.12607e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94177 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -11260700.000000 Penalty: 3723.507812
	Iteration 48Q: 3 clusters Score -1.12607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94178 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -11260705.000000 Penalty: 3723.507812
	Iteration 49Q: 3 clusters Score -1.12607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94179 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -11260702.000000 Penalty: 3723.507812
	Iteration 50Q: 3 clusters Score -1.12607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94180 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -11260702.000000 Penalty: 3723.507812
	Iteration 51Q: 3 clusters Score -1.12607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94181 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -11260706.000000 Penalty: 3723.507812
	Iteration 52Q: 3 clusters Score -1.126071e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94181 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -11260706.000000 Penalty: 3723.507812
	Iteration 53F: 3 clusters Score -1.126071e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Entering Unmasked Estep 
Score: -1234118.875000 Penalty: 1506.271606
	Iteration 0F: 2 clusters Score -1234119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1226588.875000 Penalty: 3012.543213
	Iteration 0F: 3 clusters Score -1226589 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1229086.500000 Penalty: 3012.543213
	Iteration 1F: 3 clusters Score -1229086 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1229324.375000 Penalty: 3012.543213
	Iteration 2F: 3 clusters Score -1229324 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1229529.000000 Penalty: 3012.543213
	Iteration 3Q: 3 clusters Score -1229529 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1229784.125000 Penalty: 3012.543213
	Iteration 4Q: 3 clusters Score -1229784 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1230109.500000 Penalty: 3012.543213
	Iteration 5Q: 3 clusters Score -1230110 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1230432.750000 Penalty: 3012.543213
	Iteration 6Q: 3 clusters Score -1230433 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1230761.750000 Penalty: 3012.543213
	Iteration 7Q: 3 clusters Score -1230762 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1231073.875000 Penalty: 3012.543213
	Iteration 8Q: 3 clusters Score -1231074 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1231354.875000 Penalty: 3012.543213
	Iteration 9Q: 3 clusters Score -1231355 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1231565.000000 Penalty: 3012.543213
	Iteration 10Q: 3 clusters Score -1231565 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1231713.875000 Penalty: 3012.543213
	Iteration 11Q: 3 clusters Score -1231714 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1231809.750000 Penalty: 3012.543213
	Iteration 12Q: 3 clusters Score -1231810 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1231894.125000 Penalty: 3012.543213
	Iteration 13Q: 3 clusters Score -1231894 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1231973.375000 Penalty: 3012.543213
	Iteration 14Q: 3 clusters Score -1231973 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1232055.000000 Penalty: 3012.543213
	Iteration 15Q: 3 clusters Score -1232055 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1232117.500000 Penalty: 3012.543213
	Iteration 16Q: 3 clusters Score -1232118 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1232179.250000 Penalty: 3012.543213
	Iteration 17Q: 3 clusters Score -1232179 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1232248.000000 Penalty: 3012.543213
	Iteration 18Q: 3 clusters Score -1232248 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1232306.125000 Penalty: 3012.543213
	Iteration 19Q: 3 clusters Score -1232306 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1232357.500000 Penalty: 3012.543213
	Iteration 20F: 3 clusters Score -1232358 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1232397.375000 Penalty: 3012.543213
	Iteration 21Q: 3 clusters Score -1232397 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1232444.500000 Penalty: 3012.543213
	Iteration 22Q: 3 clusters Score -1232444 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1232493.875000 Penalty: 3012.543213
	Iteration 23Q: 3 clusters Score -1232494 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1232529.375000 Penalty: 3012.543213
	Iteration 24Q: 3 clusters Score -1232529 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1232564.875000 Penalty: 3012.543213
	Iteration 25Q: 3 clusters Score -1232565 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1232603.500000 Penalty: 3012.543213
	Iteration 26Q: 3 clusters Score -1232604 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1232636.375000 Penalty: 3012.543213
	Iteration 27Q: 3 clusters Score -1232636 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1232661.250000 Penalty: 3012.543213
	Iteration 28Q: 3 clusters Score -1232661 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1232677.750000 Penalty: 3012.543213
	Iteration 29Q: 3 clusters Score -1232678 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1232697.750000 Penalty: 3012.543213
	Iteration 30Q: 3 clusters Score -1232698 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1232713.125000 Penalty: 3012.543213
	Iteration 31Q: 3 clusters Score -1232713 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1232729.125000 Penalty: 3012.543213
	Iteration 32Q: 3 clusters Score -1232729 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1232746.375000 Penalty: 3012.543213
	Iteration 33Q: 3 clusters Score -1232746 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1232757.000000 Penalty: 3012.543213
	Iteration 34Q: 3 clusters Score -1232757 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1232762.875000 Penalty: 3012.543213
	Iteration 35Q: 3 clusters Score -1232763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1232769.750000 Penalty: 3012.543213
	Iteration 36Q: 3 clusters Score -1232770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1232772.375000 Penalty: 3012.543213
	Iteration 37Q: 3 clusters Score -1232772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1232773.875000 Penalty: 3012.543213
	Iteration 38Q: 3 clusters Score -1232774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1232774.500000 Penalty: 3012.543213
	Iteration 39Q: 3 clusters Score -1232774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1232781.500000 Penalty: 3012.543213
	Iteration 40F: 3 clusters Score -1232782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1232782.250000 Penalty: 3012.543213
	Iteration 41Q: 3 clusters Score -1232782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1232782.750000 Penalty: 3012.543213
	Iteration 42Q: 3 clusters Score -1232783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1232785.125000 Penalty: 3012.543213
	Iteration 43Q: 3 clusters Score -1232785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1232784.125000 Penalty: 3012.543213
	Iteration 44Q: 3 clusters Score -1232784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1232786.500000 Penalty: 3012.543213
	Iteration 45Q: 3 clusters Score -1232786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1232787.500000 Penalty: 3012.543213
	Iteration 46Q: 3 clusters Score -1232788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1232789.625000 Penalty: 3012.543213
	Iteration 47Q: 3 clusters Score -1232790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1232790.250000 Penalty: 3012.543213
	Iteration 48Q: 3 clusters Score -1232790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1232790.375000 Penalty: 3012.543213
	Iteration 49Q: 3 clusters Score -1232790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1232791.875000 Penalty: 3012.543213
	Iteration 50Q: 3 clusters Score -1232792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1232793.125000 Penalty: 3012.543213
	Iteration 51Q: 3 clusters Score -1232793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1232795.625000 Penalty: 3012.543213
	Iteration 52Q: 3 clusters Score -1232796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1232796.750000 Penalty: 3012.543213
	Iteration 53Q: 3 clusters Score -1232797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1232801.875000 Penalty: 3012.543213
	Iteration 54Q: 3 clusters Score -1232802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1232804.875000 Penalty: 3012.543213
	Iteration 55Q: 3 clusters Score -1232805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1232806.375000 Penalty: 3012.543213
	Iteration 56Q: 3 clusters Score -1232806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1232808.250000 Penalty: 3012.543213
	Iteration 57Q: 3 clusters Score -1232808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1232811.000000 Penalty: 3012.543213
	Iteration 58Q: 3 clusters Score -1232811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1232813.250000 Penalty: 3012.543213
	Iteration 59Q: 3 clusters Score -1232813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1232814.000000 Penalty: 3012.543213
	Iteration 60F: 3 clusters Score -1232814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1232816.250000 Penalty: 3012.543213
	Iteration 61Q: 3 clusters Score -1232816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1232818.250000 Penalty: 3012.543213
	Iteration 62Q: 3 clusters Score -1232818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1232819.375000 Penalty: 3012.543213
	Iteration 63Q: 3 clusters Score -1232819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1232818.875000 Penalty: 3012.543213
	Iteration 64Q: 3 clusters Score -1232819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1232818.875000 Penalty: 3012.543213
	Iteration 65F: 3 clusters Score -1232819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Entering Unmasked Estep 
Score: -1013627.812500 Penalty: 1479.667480
	Iteration 0F: 2 clusters Score -1013628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1007142.750000 Penalty: 2959.334961
	Iteration 0F: 3 clusters Score -1007143 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1009117.687500 Penalty: 2959.334961
	Iteration 1F: 3 clusters Score -1009118 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1009329.812500 Penalty: 2959.334961
	Iteration 2F: 3 clusters Score -1009330 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1009479.062500 Penalty: 2959.334961
	Iteration 3Q: 3 clusters Score -1009479 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1009590.000000 Penalty: 2959.334961
	Iteration 4Q: 3 clusters Score -1009590 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1009693.687500 Penalty: 2959.334961
	Iteration 5Q: 3 clusters Score -1009694 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1009775.750000 Penalty: 2959.334961
	Iteration 6Q: 3 clusters Score -1009776 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1009846.687500 Penalty: 2959.334961
	Iteration 7Q: 3 clusters Score -1009847 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1009908.812500 Penalty: 2959.334961
	Iteration 8Q: 3 clusters Score -1009909 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1009969.375000 Penalty: 2959.334961
	Iteration 9Q: 3 clusters Score -1009969 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1010034.000000 Penalty: 2959.334961
	Iteration 10Q: 3 clusters Score -1010034 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1010103.000000 Penalty: 2959.334961
	Iteration 11Q: 3 clusters Score -1010103 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1010177.812500 Penalty: 2959.334961
	Iteration 12Q: 3 clusters Score -1010178 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1010271.312500 Penalty: 2959.334961
	Iteration 13Q: 3 clusters Score -1010271 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1010370.312500 Penalty: 2959.334961
	Iteration 14Q: 3 clusters Score -1010370 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1010506.687500 Penalty: 2959.334961
	Iteration 15Q: 3 clusters Score -1010507 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1010684.062500 Penalty: 2959.334961
	Iteration 16Q: 3 clusters Score -1010684 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1010893.000000 Penalty: 2959.334961
	Iteration 17Q: 3 clusters Score -1010893 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1011127.812500 Penalty: 2959.334961
	Iteration 18Q: 3 clusters Score -1011128 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1011332.187500 Penalty: 2959.334961
	Iteration 19Q: 3 clusters Score -1011332 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1011507.562500 Penalty: 2959.334961
	Iteration 20F: 3 clusters Score -1011508 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1011656.750000 Penalty: 2959.334961
	Iteration 21Q: 3 clusters Score -1011657 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1011767.937500 Penalty: 2959.334961
	Iteration 22Q: 3 clusters Score -1011768 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1011862.000000 Penalty: 2959.334961
	Iteration 23Q: 3 clusters Score -1011862 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1011929.812500 Penalty: 2959.334961
	Iteration 24Q: 3 clusters Score -1011930 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1011985.375000 Penalty: 2959.334961
	Iteration 25Q: 3 clusters Score -1011985 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1012026.000000 Penalty: 2959.334961
	Iteration 26Q: 3 clusters Score -1012026 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1012076.750000 Penalty: 2959.334961
	Iteration 27Q: 3 clusters Score -1012077 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1012123.750000 Penalty: 2959.334961
	Iteration 28Q: 3 clusters Score -1012124 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1012170.500000 Penalty: 2959.334961
	Iteration 29Q: 3 clusters Score -1012170 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1012202.750000 Penalty: 2959.334961
	Iteration 30Q: 3 clusters Score -1012203 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1012223.312500 Penalty: 2959.334961
	Iteration 31Q: 3 clusters Score -1012223 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1012241.187500 Penalty: 2959.334961
	Iteration 32Q: 3 clusters Score -1012241 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1012260.375000 Penalty: 2959.334961
	Iteration 33Q: 3 clusters Score -1012260 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1012276.000000 Penalty: 2959.334961
	Iteration 34Q: 3 clusters Score -1012276 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1012292.000000 Penalty: 2959.334961
	Iteration 35Q: 3 clusters Score -1012292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1012306.562500 Penalty: 2959.334961
	Iteration 36Q: 3 clusters Score -1012307 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1012316.562500 Penalty: 2959.334961
	Iteration 37Q: 3 clusters Score -1012317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1012322.437500 Penalty: 2959.334961
	Iteration 38Q: 3 clusters Score -1012322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1012326.312500 Penalty: 2959.334961
	Iteration 39Q: 3 clusters Score -1012326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1012332.812500 Penalty: 2959.334961
	Iteration 40F: 3 clusters Score -1012333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1012336.375000 Penalty: 2959.334961
	Iteration 41Q: 3 clusters Score -1012336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1012339.312500 Penalty: 2959.334961
	Iteration 42Q: 3 clusters Score -1012339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1012339.500000 Penalty: 2959.334961
	Iteration 43Q: 3 clusters Score -1012340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1012340.875000 Penalty: 2959.334961
	Iteration 44Q: 3 clusters Score -1012341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1012341.875000 Penalty: 2959.334961
	Iteration 45Q: 3 clusters Score -1012342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1012342.875000 Penalty: 2959.334961
	Iteration 46Q: 3 clusters Score -1012343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1012344.125000 Penalty: 2959.334961
	Iteration 47Q: 3 clusters Score -1012344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1012345.875000 Penalty: 2959.334961
	Iteration 48Q: 3 clusters Score -1012346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1012347.937500 Penalty: 2959.334961
	Iteration 49Q: 3 clusters Score -1012348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1012347.625000 Penalty: 2959.334961
	Iteration 50Q: 3 clusters Score -1012348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1012348.000000 Penalty: 2959.334961
	Iteration 51Q: 3 clusters Score -1012348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1012348.000000 Penalty: 2959.334961
	Iteration 52F: 3 clusters Score -1012348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Entering Unmasked Estep 
Score: -2481994.500000 Penalty: 1629.686768
	Iteration 0F: 2 clusters Score -2481994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -2466618.250000 Penalty: 3259.373535
	Iteration 0F: 3 clusters Score -2466618 nChanged 10237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -2472571.250000 Penalty: 3259.373535
	Iteration 1F: 3 clusters Score -2472571 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -2473076.000000 Penalty: 3259.373535
	Iteration 2F: 3 clusters Score -2473076 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -2473606.500000 Penalty: 3259.373535
	Iteration 3F: 3 clusters Score -2473606 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -2474262.750000 Penalty: 3259.373535
	Iteration 4F: 3 clusters Score -2474263 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -2475130.000000 Penalty: 3259.373535
	Iteration 5F: 3 clusters Score -2475130 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -2476101.500000 Penalty: 3259.373535
	Iteration 6F: 3 clusters Score -2476102 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -2477133.000000 Penalty: 3259.373535
	Iteration 7F: 3 clusters Score -2477133 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -2478066.500000 Penalty: 3259.373535
	Iteration 8F: 3 clusters Score -2478066 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -2478851.750000 Penalty: 3259.373535
	Iteration 9Q: 3 clusters Score -2478852 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -2479349.250000 Penalty: 3259.373535
	Iteration 10Q: 3 clusters Score -2479349 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -2479603.000000 Penalty: 3259.373535
	Iteration 11Q: 3 clusters Score -2479603 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -2479774.750000 Penalty: 3259.373535
	Iteration 12Q: 3 clusters Score -2479775 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -2479907.250000 Penalty: 3259.373535
	Iteration 13Q: 3 clusters Score -2479907 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -2480020.500000 Penalty: 3259.373535
	Iteration 14Q: 3 clusters Score -2480020 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -2480108.000000 Penalty: 3259.373535
	Iteration 15Q: 3 clusters Score -2480108 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -2480174.000000 Penalty: 3259.373535
	Iteration 16Q: 3 clusters Score -2480174 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -2480252.750000 Penalty: 3259.373535
	Iteration 17Q: 3 clusters Score -2480253 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -2480321.000000 Penalty: 3259.373535
	Iteration 18Q: 3 clusters Score -2480321 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -2480387.750000 Penalty: 3259.373535
	Iteration 19Q: 3 clusters Score -2480388 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -2480444.750000 Penalty: 3259.373535
	Iteration 20F: 3 clusters Score -2480445 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -2480490.000000 Penalty: 3259.373535
	Iteration 21Q: 3 clusters Score -2480490 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -2480506.000000 Penalty: 3259.373535
	Iteration 22Q: 3 clusters Score -2480506 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -2480519.250000 Penalty: 3259.373535
	Iteration 23Q: 3 clusters Score -2480519 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -2480535.250000 Penalty: 3259.373535
	Iteration 24Q: 3 clusters Score -2480535 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -2480554.750000 Penalty: 3259.373535
	Iteration 25Q: 3 clusters Score -2480555 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -2480570.250000 Penalty: 3259.373535
	Iteration 26Q: 3 clusters Score -2480570 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -2480582.250000 Penalty: 3259.373535
	Iteration 27Q: 3 clusters Score -2480582 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -2480590.750000 Penalty: 3259.373535
	Iteration 28Q: 3 clusters Score -2480591 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -2480591.250000 Penalty: 3259.373535
	Iteration 29Q: 3 clusters Score -2480591 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -2480603.500000 Penalty: 3259.373535
	Iteration 30Q: 3 clusters Score -2480604 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -2480607.750000 Penalty: 3259.373535
	Iteration 31Q: 3 clusters Score -2480608 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -2480606.000000 Penalty: 3259.373535
	Iteration 32Q: 3 clusters Score -2480606 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -2480612.500000 Penalty: 3259.373535
	Iteration 33Q: 3 clusters Score -2480612 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -2480621.250000 Penalty: 3259.373535
	Iteration 34Q: 3 clusters Score -2480621 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2480629.000000 Penalty: 3259.373535
	Iteration 35Q: 3 clusters Score -2480629 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2480635.250000 Penalty: 3259.373535
	Iteration 36Q: 3 clusters Score -2480635 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -2480641.750000 Penalty: 3259.373535
	Iteration 37Q: 3 clusters Score -2480642 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -2480638.750000 Penalty: 3259.373535
	Iteration 38Q: 3 clusters Score -2480639 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2480646.000000 Penalty: 3259.373535
	Iteration 39Q: 3 clusters Score -2480646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2480653.250000 Penalty: 3259.373535
	Iteration 40F: 3 clusters Score -2480653 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -2480661.250000 Penalty: 3259.373535
	Iteration 41Q: 3 clusters Score -2480661 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -2480665.000000 Penalty: 3259.373535
	Iteration 42Q: 3 clusters Score -2480665 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -2480673.750000 Penalty: 3259.373535
	Iteration 43Q: 3 clusters Score -2480674 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2480678.250000 Penalty: 3259.373535
	Iteration 44Q: 3 clusters Score -2480678 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -2480687.250000 Penalty: 3259.373535
	Iteration 45Q: 3 clusters Score -2480687 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2480692.250000 Penalty: 3259.373535
	Iteration 46Q: 3 clusters Score -2480692 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2480691.500000 Penalty: 3259.373535
	Iteration 47Q: 3 clusters Score -2480692 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2480698.750000 Penalty: 3259.373535
	Iteration 48Q: 3 clusters Score -2480699 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -2480707.750000 Penalty: 3259.373535
	Iteration 49Q: 3 clusters Score -2480708 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -2480717.500000 Penalty: 3259.373535
	Iteration 50Q: 3 clusters Score -2480718 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -2480720.500000 Penalty: 3259.373535
	Iteration 51Q: 3 clusters Score -2480720 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2480727.250000 Penalty: 3259.373535
	Iteration 52Q: 3 clusters Score -2480727 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2480724.000000 Penalty: 3259.373535
	Iteration 53Q: 3 clusters Score -2480724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -2480723.250000 Penalty: 3259.373535
	Iteration 54Q: 3 clusters Score -2480723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -2480727.500000 Penalty: 3259.373535
	Iteration 55Q: 3 clusters Score -2480728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2480731.250000 Penalty: 3259.373535
	Iteration 56Q: 3 clusters Score -2480731 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -2480731.250000 Penalty: 3259.373535
	Iteration 57Q: 3 clusters Score -2480731 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -2480733.750000 Penalty: 3259.373535
	Iteration 58Q: 3 clusters Score -2480734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2480732.250000 Penalty: 3259.373535
	Iteration 59Q: 3 clusters Score -2480732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2480736.500000 Penalty: 3259.373535
	Iteration 60F: 3 clusters Score -2480736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2480733.000000 Penalty: 3259.373535
	Iteration 61Q: 3 clusters Score -2480733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2480735.250000 Penalty: 3259.373535
	Iteration 62Q: 3 clusters Score -2480735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2480741.500000 Penalty: 3259.373535
	Iteration 63Q: 3 clusters Score -2480742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -2480736.750000 Penalty: 3259.373535
	Iteration 64Q: 3 clusters Score -2480737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2480740.750000 Penalty: 3259.373535
	Iteration 65Q: 3 clusters Score -2480741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2480742.750000 Penalty: 3259.373535
	Iteration 66Q: 3 clusters Score -2480743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2480741.500000 Penalty: 3259.373535
	Iteration 67Q: 3 clusters Score -2480742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2480740.250000 Penalty: 3259.373535
	Iteration 68Q: 3 clusters Score -2480740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2480745.250000 Penalty: 3259.373535
	Iteration 69Q: 3 clusters Score -2480745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -2480743.000000 Penalty: 3259.373535
	Iteration 70Q: 3 clusters Score -2480743 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -2480741.500000 Penalty: 3259.373535
	Iteration 71Q: 3 clusters Score -2480742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2480748.500000 Penalty: 3259.373535
	Iteration 72Q: 3 clusters Score -2480748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2480751.500000 Penalty: 3259.373535
	Iteration 73Q: 3 clusters Score -2480752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -2480751.750000 Penalty: 3259.373535
	Iteration 74Q: 3 clusters Score -2480752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2480750.250000 Penalty: 3259.373535
	Iteration 75Q: 3 clusters Score -2480750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2480757.500000 Penalty: 3259.373535
	Iteration 76Q: 3 clusters Score -2480758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2480758.000000 Penalty: 3259.373535
	Iteration 77Q: 3 clusters Score -2480758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -2480758.000000 Penalty: 3259.373535
	Iteration 78Q: 3 clusters Score -2480758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2480759.750000 Penalty: 3259.373535
	Iteration 79Q: 3 clusters Score -2480760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2480761.750000 Penalty: 3259.373535
	Iteration 80F: 3 clusters Score -2480762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2480761.750000 Penalty: 3259.373535
	Iteration 81Q: 3 clusters Score -2480762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -2480763.000000 Penalty: 3259.373535
	Iteration 82Q: 3 clusters Score -2480763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2480763.750000 Penalty: 3259.373535
	Iteration 83Q: 3 clusters Score -2480764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2480768.000000 Penalty: 3259.373535
	Iteration 84Q: 3 clusters Score -2480768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2480767.750000 Penalty: 3259.373535
	Iteration 85Q: 3 clusters Score -2480768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2480771.750000 Penalty: 3259.373535
	Iteration 86Q: 3 clusters Score -2480772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2480770.250000 Penalty: 3259.373535
	Iteration 87Q: 3 clusters Score -2480770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2480769.500000 Penalty: 3259.373535
	Iteration 88Q: 3 clusters Score -2480770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2480774.750000 Penalty: 3259.373535
	Iteration 89Q: 3 clusters Score -2480775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2480771.250000 Penalty: 3259.373535
	Iteration 90Q: 3 clusters Score -2480771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2480768.250000 Penalty: 3259.373535
	Iteration 91Q: 3 clusters Score -2480768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2480770.750000 Penalty: 3259.373535
	Iteration 92Q: 3 clusters Score -2480771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2480766.750000 Penalty: 3259.373535
	Iteration 93Q: 3 clusters Score -2480767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2480766.250000 Penalty: 3259.373535
	Iteration 94Q: 3 clusters Score -2480766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2480767.500000 Penalty: 3259.373535
	Iteration 95Q: 3 clusters Score -2480768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2480769.250000 Penalty: 3259.373535
	Iteration 96Q: 3 clusters Score -2480769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2480771.750000 Penalty: 3259.373535
	Iteration 97Q: 3 clusters Score -2480772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2480771.750000 Penalty: 3259.373535
	Iteration 98Q: 3 clusters Score -2480772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2480772.000000 Penalty: 3259.373535
	Iteration 99Q: 3 clusters Score -2480772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2480773.750000 Penalty: 3259.373535
	Iteration 100F: 3 clusters Score -2480774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -2480779.000000 Penalty: 3259.373535
	Iteration 101Q: 3 clusters Score -2480779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2480775.750000 Penalty: 3259.373535
	Iteration 102Q: 3 clusters Score -2480776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2480776.500000 Penalty: 3259.373535
	Iteration 103Q: 3 clusters Score -2480776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2480774.250000 Penalty: 3259.373535
	Iteration 104Q: 3 clusters Score -2480774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2480775.250000 Penalty: 3259.373535
	Iteration 105Q: 3 clusters Score -2480775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2480773.250000 Penalty: 3259.373535
	Iteration 106Q: 3 clusters Score -2480773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2480773.500000 Penalty: 3259.373535
	Iteration 107Q: 3 clusters Score -2480774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2480773.250000 Penalty: 3259.373535
	Iteration 108Q: 3 clusters Score -2480773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2480773.250000 Penalty: 3259.373535
	Iteration 109F: 3 clusters Score -2480773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Entering Unmasked Estep 
Score: -155218.312500 Penalty: 1183.783447
	Iteration 0F: 2 clusters Score -155218.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -153537.703125 Penalty: 2367.566895
	Iteration 0F: 3 clusters Score -153537.7 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -154054.343750 Penalty: 2367.566895
	Iteration 1F: 3 clusters Score -154054.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -154355.109375 Penalty: 2367.566895
	Iteration 2F: 3 clusters Score -154355.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -154566.890625 Penalty: 2367.566895
	Iteration 3F: 3 clusters Score -154566.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -154695.281250 Penalty: 2367.566895
	Iteration 4F: 3 clusters Score -154695.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -154757.906250 Penalty: 2367.566895
	Iteration 5Q: 3 clusters Score -154757.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -154791.734375 Penalty: 2367.566895
	Iteration 6Q: 3 clusters Score -154791.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -154815.109375 Penalty: 2367.566895
	Iteration 7Q: 3 clusters Score -154815.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -154831.406250 Penalty: 2367.566895
	Iteration 8Q: 3 clusters Score -154831.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -154846.640625 Penalty: 2367.566895
	Iteration 9Q: 3 clusters Score -154846.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -154853.218750 Penalty: 2367.566895
	Iteration 10Q: 3 clusters Score -154853.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -154855.671875 Penalty: 2367.566895
	Iteration 11Q: 3 clusters Score -154855.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -154858.890625 Penalty: 2367.566895
	Iteration 12Q: 3 clusters Score -154858.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -154862.359375 Penalty: 2367.566895
	Iteration 13Q: 3 clusters Score -154862.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -154866.750000 Penalty: 2367.566895
	Iteration 14Q: 3 clusters Score -154866.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -154867.765625 Penalty: 2367.566895
	Iteration 15Q: 3 clusters Score -154867.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -154868.062500 Penalty: 2367.566895
	Iteration 16Q: 3 clusters Score -154868.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -154868.500000 Penalty: 2367.566895
	Iteration 17Q: 3 clusters Score -154868.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -154868.500000 Penalty: 2367.566895
	Iteration 18F: 3 clusters Score -154868.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (31791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31791 members 
Entering Unmasked Estep 
Score: -3808386.250000 Penalty: 1684.627563
	Iteration 0F: 2 clusters Score -3808386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -3787015.750000 Penalty: 3369.255127
	Iteration 0F: 3 clusters Score -3787016 nChanged 14695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -3795314.750000 Penalty: 3369.255127
	Iteration 1F: 3 clusters Score -3795315 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -3795761.750000 Penalty: 3369.255127
	Iteration 2Q: 3 clusters Score -3795762 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -3796218.000000 Penalty: 3369.255127
	Iteration 3Q: 3 clusters Score -3796218 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -3796700.000000 Penalty: 3369.255127
	Iteration 4Q: 3 clusters Score -3796700 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -3797402.250000 Penalty: 3369.255127
	Iteration 5Q: 3 clusters Score -3797402 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -3798357.250000 Penalty: 3369.255127
	Iteration 6F: 3 clusters Score -3798357 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -3799646.500000 Penalty: 3369.255127
	Iteration 7F: 3 clusters Score -3799646 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -3801195.750000 Penalty: 3369.255127
	Iteration 8F: 3 clusters Score -3801196 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -3802793.000000 Penalty: 3369.255127
	Iteration 9F: 3 clusters Score -3802793 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -3803911.000000 Penalty: 3369.255127
	Iteration 10Q: 3 clusters Score -3803911 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -3804547.750000 Penalty: 3369.255127
	Iteration 11Q: 3 clusters Score -3804548 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -3804997.500000 Penalty: 3369.255127
	Iteration 12Q: 3 clusters Score -3804998 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -3805284.000000 Penalty: 3369.255127
	Iteration 13Q: 3 clusters Score -3805284 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -3805502.500000 Penalty: 3369.255127
	Iteration 14Q: 3 clusters Score -3805502 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -3805678.500000 Penalty: 3369.255127
	Iteration 15Q: 3 clusters Score -3805678 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -3805795.750000 Penalty: 3369.255127
	Iteration 16Q: 3 clusters Score -3805796 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -3805868.500000 Penalty: 3369.255127
	Iteration 17Q: 3 clusters Score -3805868 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -3805939.000000 Penalty: 3369.255127
	Iteration 18Q: 3 clusters Score -3805939 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
Score: -3805983.000000 Penalty: 3369.255127
	Iteration 19Q: 3 clusters Score -3805983 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -3806001.750000 Penalty: 3369.255127
	Iteration 20F: 3 clusters Score -3806002 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -3806008.000000 Penalty: 3369.255127
	Iteration 21Q: 3 clusters Score -3806008 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -3806024.000000 Penalty: 3369.255127
	Iteration 22Q: 3 clusters Score -3806024 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -3806045.000000 Penalty: 3369.255127
	Iteration 23Q: 3 clusters Score -3806045 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -3806061.500000 Penalty: 3369.255127
	Iteration 24Q: 3 clusters Score -3806062 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -3806076.000000 Penalty: 3369.255127
	Iteration 25Q: 3 clusters Score -3806076 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -3806075.500000 Penalty: 3369.255127
	Iteration 26Q: 3 clusters Score -3806076 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 26602 members 
Entering Unmasked Estep 
Score: -3806091.250000 Penalty: 3369.255127
	Iteration 27Q: 3 clusters Score -3806091 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -3806099.250000 Penalty: 3369.255127
	Iteration 28Q: 3 clusters Score -3806099 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -3806100.750000 Penalty: 3369.255127
	Iteration 29Q: 3 clusters Score -3806101 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -3806099.000000 Penalty: 3369.255127
	Iteration 30Q: 3 clusters Score -3806099 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 26692 members 
Entering Unmasked Estep 
Score: -3806099.500000 Penalty: 3369.255127
	Iteration 31Q: 3 clusters Score -3806100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -3806102.750000 Penalty: 3369.255127
	Iteration 32Q: 3 clusters Score -3806103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -3806103.250000 Penalty: 3369.255127
	Iteration 33Q: 3 clusters Score -3806103 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 26733 members 
Entering Unmasked Estep 
Score: -3806101.250000 Penalty: 3369.255127
	Iteration 34Q: 3 clusters Score -3806101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -3806106.500000 Penalty: 3369.255127
	Iteration 35Q: 3 clusters Score -3806106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -3806113.750000 Penalty: 3369.255127
	Iteration 36Q: 3 clusters Score -3806114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -3806112.000000 Penalty: 3369.255127
	Iteration 37Q: 3 clusters Score -3806112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 26790 members 
Entering Unmasked Estep 
Score: -3806117.750000 Penalty: 3369.255127
	Iteration 38Q: 3 clusters Score -3806118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
Score: -3806120.500000 Penalty: 3369.255127
	Iteration 39Q: 3 clusters Score -3806120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -3806116.250000 Penalty: 3369.255127
	Iteration 40F: 3 clusters Score -3806116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 26827 members 
Entering Unmasked Estep 
Score: -3806115.500000 Penalty: 3369.255127
	Iteration 41Q: 3 clusters Score -3806116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -3806115.000000 Penalty: 3369.255127
	Iteration 42Q: 3 clusters Score -3806115 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -3806117.000000 Penalty: 3369.255127
	Iteration 43Q: 3 clusters Score -3806117 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -3806115.750000 Penalty: 3369.255127
	Iteration 44Q: 3 clusters Score -3806116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -3806107.750000 Penalty: 3369.255127
	Iteration 45Q: 3 clusters Score -3806108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -3806115.250000 Penalty: 3369.255127
	Iteration 46Q: 3 clusters Score -3806115 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 26927 members 
Entering Unmasked Estep 
Score: -3806117.750000 Penalty: 3369.255127
	Iteration 47Q: 3 clusters Score -3806118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -3806120.000000 Penalty: 3369.255127
	Iteration 48Q: 3 clusters Score -3806120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -3806126.000000 Penalty: 3369.255127
	Iteration 49Q: 3 clusters Score -3806126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 26973 members 
Entering Unmasked Estep 
Score: -3806125.750000 Penalty: 3369.255127
	Iteration 50Q: 3 clusters Score -3806126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -3806130.750000 Penalty: 3369.255127
	Iteration 51Q: 3 clusters Score -3806131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -3806125.000000 Penalty: 3369.255127
	Iteration 52Q: 3 clusters Score -3806125 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -3806132.000000 Penalty: 3369.255127
	Iteration 53Q: 3 clusters Score -3806132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -3806136.250000 Penalty: 3369.255127
	Iteration 54Q: 3 clusters Score -3806136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 27044 members 
Entering Unmasked Estep 
Score: -3806134.250000 Penalty: 3369.255127
	Iteration 55Q: 3 clusters Score -3806134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -3806141.250000 Penalty: 3369.255127
	Iteration 56Q: 3 clusters Score -3806141 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -3806141.000000 Penalty: 3369.255127
	Iteration 57Q: 3 clusters Score -3806141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -3806137.250000 Penalty: 3369.255127
	Iteration 58Q: 3 clusters Score -3806137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -3806138.750000 Penalty: 3369.255127
	Iteration 59Q: 3 clusters Score -3806139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
Score: -3806136.250000 Penalty: 3369.255127
	Iteration 60F: 3 clusters Score -3806136 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 27082 members 
Entering Unmasked Estep 
Score: -3806141.000000 Penalty: 3369.255127
	Iteration 61Q: 3 clusters Score -3806141 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 27086 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3806148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -3806144.250000 Penalty: 3369.255127
	Iteration 63Q: 3 clusters Score -3806144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3806144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3806148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3806146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3806148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 27103 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3806146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -3806144.750000 Penalty: 3369.255127
	Iteration 69Q: 3 clusters Score -3806145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3806148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -3806150.250000 Penalty: 3369.255127
	Iteration 71Q: 3 clusters Score -3806150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3806149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3806146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3806146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3806146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -3806141.500000 Penalty: 3369.255127
	Iteration 76Q: 3 clusters Score -3806142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3806141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -3806139.000000 Penalty: 3369.255127
	Iteration 78Q: 3 clusters Score -3806139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -3806142.250000 Penalty: 3369.255127
	Iteration 79Q: 3 clusters Score -3806142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -3806140.250000 Penalty: 3369.255127
	Iteration 80F: 3 clusters Score -3806140 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3806142 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3806150 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3806147 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3806144 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3806150 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -3806158.750000 Penalty: 3369.255127
	Iteration 86Q: 3 clusters Score -3806159 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3806163 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 27476 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3806161 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3806166 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3806178 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3806179 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 27611 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3806180 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -3806191.500000 Penalty: 3369.255127
	Iteration 93Q: 3 clusters Score -3806192 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3806190 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3806192 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
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	Iteration 96Q: 3 clusters Score -3806209 nChanged 51
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 27785 members 
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	Iteration 97Q: 3 clusters Score -3806208 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
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Score: -3806214.250000 Penalty: 3369.255127
	Iteration 98Q: 3 clusters Score -3806214 nChanged 36
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
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	Iteration 99Q: 3 clusters Score -3806216 nChanged 40
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Mstep: Class 1 contains 3905 members 
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	Iteration 100F: 3 clusters Score -3806216 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 27934 members 
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	Iteration 101Q: 3 clusters Score -3806227 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 27983 members 
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	Iteration 102Q: 3 clusters Score -3806236 nChanged 59
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Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 28038 members 
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	Iteration 103Q: 3 clusters Score -3806243 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 28096 members 
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	Iteration 104Q: 3 clusters Score -3806259 nChanged 56
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Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3806261 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 28202 members 
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	Iteration 106Q: 3 clusters Score -3806263 nChanged 47
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Mstep: Class 1 contains 3544 members 
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Entering Unmasked Estep 
Score: -3806270.000000 Penalty: 3369.255127
	Iteration 107Q: 3 clusters Score -3806270 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 28281 members 
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Score: -3806268.000000 Penalty: 3369.255127
	Iteration 108Q: 3 clusters Score -3806268 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 28313 members 
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	Iteration 109Q: 3 clusters Score -3806277 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 28338 members 
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	Iteration 110Q: 3 clusters Score -3806282 nChanged 20
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Mstep: Class 1 contains 3433 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3806280 nChanged 22
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Mstep: Class 1 contains 3411 members 
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	Iteration 112Q: 3 clusters Score -3806284 nChanged 18
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Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 28398 members 
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	Iteration 113Q: 3 clusters Score -3806290 nChanged 21
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Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 28419 members 
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	Iteration 114Q: 3 clusters Score -3806296 nChanged 17
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Mstep: Class 1 contains 3355 members 
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	Iteration 115Q: 3 clusters Score -3806290 nChanged 16
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Mstep: Class 2 contains 28452 members 
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	Iteration 116Q: 3 clusters Score -3806292 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3315 members 
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	Iteration 117Q: 3 clusters Score -3806296 nChanged 22
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Mstep: Class 1 contains 3293 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3806298 nChanged 24
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Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 28522 members 
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	Iteration 119Q: 3 clusters Score -3806299 nChanged 30
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Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3806299 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 28582 members 
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	Iteration 121Q: 3 clusters Score -3806306 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3806315 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 28632 members 
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	Iteration 123Q: 3 clusters Score -3806307 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3806308 nChanged 22
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Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -3806319.750000 Penalty: 3369.255127
	Iteration 125Q: 3 clusters Score -3806320 nChanged 23
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Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -3806325.750000 Penalty: 3369.255127
	Iteration 126Q: 3 clusters Score -3806326 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 28714 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3806322 nChanged 20
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Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 28734 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3806327 nChanged 23
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Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3806334 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 28779 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3806336 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 28802 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3806337 nChanged 28
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Mstep: Class 1 contains 2963 members 
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	Iteration 132Q: 3 clusters Score -3806343 nChanged 20
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Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -3806349.250000 Penalty: 3369.255127
	Iteration 133Q: 3 clusters Score -3806349 nChanged 29
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	Iteration 134Q: 3 clusters Score -3806354 nChanged 23
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Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3806356 nChanged 33
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Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 28933 members 
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	Iteration 136Q: 3 clusters Score -3806362 nChanged 34
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Mstep: Class 1 contains 2824 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3806374 nChanged 27
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Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 28994 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -3806380 nChanged 27
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Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 29021 members 
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	Iteration 139Q: 3 clusters Score -3806383 nChanged 26
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	Iteration 140F: 3 clusters Score -3806399 nChanged 36
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Mstep: Class 1 contains 2710 members 
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	Iteration 141Q: 3 clusters Score -3806402 nChanged 23
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Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -3806397 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 29119 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -3806400 nChanged 19
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Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 29134 members 
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	Iteration 144Q: 3 clusters Score -3806401 nChanged 16
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Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 29148 members 
Entering Unmasked Estep 
Score: -3806405.500000 Penalty: 3369.255127
	Iteration 145Q: 3 clusters Score -3806406 nChanged 16
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Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -3806409 nChanged 21
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Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3806400 nChanged 18
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Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -3806411.250000 Penalty: 3369.255127
	Iteration 148Q: 3 clusters Score -3806411 nChanged 19
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Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 29222 members 
Entering Unmasked Estep 
Score: -3806412.500000 Penalty: 3369.255127
	Iteration 149Q: 3 clusters Score -3806412 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -3806415.750000 Penalty: 3369.255127
	Iteration 150Q: 3 clusters Score -3806416 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 29258 members 
Entering Unmasked Estep 
Score: -3806417.250000 Penalty: 3369.255127
	Iteration 151Q: 3 clusters Score -3806417 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 29277 members 
Entering Unmasked Estep 
Score: -3806425.500000 Penalty: 3369.255127
	Iteration 152Q: 3 clusters Score -3806426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 29299 members 
Entering Unmasked Estep 
Score: -3806435.000000 Penalty: 3369.255127
	Iteration 153Q: 3 clusters Score -3806435 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -3806428.750000 Penalty: 3369.255127
	Iteration 154Q: 3 clusters Score -3806429 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 29327 members 
Entering Unmasked Estep 
Score: -3806430.500000 Penalty: 3369.255127
	Iteration 155Q: 3 clusters Score -3806430 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 29350 members 
Entering Unmasked Estep 
Score: -3806435.000000 Penalty: 3369.255127
	Iteration 156Q: 3 clusters Score -3806435 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 29373 members 
Entering Unmasked Estep 
Score: -3806443.000000 Penalty: 3369.255127
	Iteration 157Q: 3 clusters Score -3806443 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 29388 members 
Entering Unmasked Estep 
Score: -3806445.500000 Penalty: 3369.255127
	Iteration 158Q: 3 clusters Score -3806446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 29399 members 
Entering Unmasked Estep 
Score: -3806444.500000 Penalty: 3369.255127
	Iteration 159Q: 3 clusters Score -3806444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -3806449.750000 Penalty: 3369.255127
	Iteration 160F: 3 clusters Score -3806450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 29428 members 
Entering Unmasked Estep 
Score: -3806452.500000 Penalty: 3369.255127
	Iteration 161Q: 3 clusters Score -3806452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -3806453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 29450 members 
Entering Unmasked Estep 
Score: -3806449.250000 Penalty: 3369.255127
	Iteration 163Q: 3 clusters Score -3806449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 29459 members 
Entering Unmasked Estep 
Score: -3806457.000000 Penalty: 3369.255127
	Iteration 164Q: 3 clusters Score -3806457 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 29470 members 
Entering Unmasked Estep 
Score: -3806455.500000 Penalty: 3369.255127
	Iteration 165Q: 3 clusters Score -3806456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 29475 members 
Entering Unmasked Estep 
Score: -3806459.000000 Penalty: 3369.255127
	Iteration 166Q: 3 clusters Score -3806459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 29476 members 
Entering Unmasked Estep 
Score: -3806454.750000 Penalty: 3369.255127
	Iteration 167Q: 3 clusters Score -3806455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
Score: -3806458.500000 Penalty: 3369.255127
	Iteration 168Q: 3 clusters Score -3806458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 29479 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -3806458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -3806460.000000 Penalty: 3369.255127
	Iteration 170Q: 3 clusters Score -3806460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 29485 members 
Entering Unmasked Estep 
Score: -3806462.750000 Penalty: 3369.255127
	Iteration 171Q: 3 clusters Score -3806463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 29491 members 
Entering Unmasked Estep 
Score: -3806461.750000 Penalty: 3369.255127
	Iteration 172Q: 3 clusters Score -3806462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 29497 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -3806462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -3806458 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 29507 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -3806460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 29514 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -3806462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 29523 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -3806464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 29531 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -3806467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -3806466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -3806468.500000 Penalty: 3369.255127
	Iteration 180F: 3 clusters Score -3806468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -3806470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 29546 members 
Entering Unmasked Estep 
Score: -3806474.000000 Penalty: 3369.255127
	Iteration 182Q: 3 clusters Score -3806474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 29549 members 
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	Iteration 183Q: 3 clusters Score -3806468 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -3806463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 29559 members 
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	Iteration 185Q: 3 clusters Score -3806468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 29564 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -3806467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 29565 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -3806464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -3806460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 29569 members 
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	Iteration 189Q: 3 clusters Score -3806464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -3806465 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -3806464 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 29606 members 
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	Iteration 192Q: 3 clusters Score -3806470 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 29629 members 
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	Iteration 193Q: 3 clusters Score -3806472 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 29660 members 
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	Iteration 194Q: 3 clusters Score -3806476 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 29685 members 
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Score: -3806491.750000 Penalty: 3369.255127
	Iteration 195Q: 3 clusters Score -3806492 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 29717 members 
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	Iteration 196Q: 3 clusters Score -3806487 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 29750 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -3806496 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 29785 members 
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Score: -3806505.500000 Penalty: 3369.255127
	Iteration 198Q: 3 clusters Score -3806506 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 29832 members 
Entering Unmasked Estep 
Score: -3806518.750000 Penalty: 3369.255127
	Iteration 199Q: 3 clusters Score -3806519 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -3806526.000000 Penalty: 3369.255127
	Iteration 200F: 3 clusters Score -3806526 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 29907 members 
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Score: -3806527.250000 Penalty: 3369.255127
	Iteration 201Q: 3 clusters Score -3806527 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 29936 members 
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	Iteration 202Q: 3 clusters Score -3806527 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -3806531.000000 Penalty: 3369.255127
	Iteration 203Q: 3 clusters Score -3806531 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
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	Iteration 204Q: 3 clusters Score -3806539 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 30013 members 
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Score: -3806550.500000 Penalty: 3369.255127
	Iteration 205Q: 3 clusters Score -3806550 nChanged 30
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Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 30041 members 
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	Iteration 206Q: 3 clusters Score -3806560 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 30079 members 
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	Iteration 207Q: 3 clusters Score -3806570 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
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	Iteration 208Q: 3 clusters Score -3806573 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 30143 members 
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	Iteration 209Q: 3 clusters Score -3806586 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 30177 members 
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	Iteration 210Q: 3 clusters Score -3806599 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -3806613.000000 Penalty: 3369.255127
	Iteration 211Q: 3 clusters Score -3806613 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 30265 members 
Entering Unmasked Estep 
Score: -3806628.750000 Penalty: 3369.255127
	Iteration 212Q: 3 clusters Score -3806629 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
Score: -3806633.000000 Penalty: 3369.255127
	Iteration 213Q: 3 clusters Score -3806633 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 30310 members 
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	Iteration 214Q: 3 clusters Score -3806634 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 30333 members 
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Score: -3806637.500000 Penalty: 3369.255127
	Iteration 215Q: 3 clusters Score -3806638 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 30359 members 
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Score: -3806649.250000 Penalty: 3369.255127
	Iteration 216Q: 3 clusters Score -3806649 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 30380 members 
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	Iteration 217Q: 3 clusters Score -3806648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 30399 members 
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Score: -3806657.250000 Penalty: 3369.255127
	Iteration 218Q: 3 clusters Score -3806657 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 30427 members 
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	Iteration 219Q: 3 clusters Score -3806664 nChanged 25
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Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 30452 members 
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	Iteration 220F: 3 clusters Score -3806666 nChanged 28
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Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 30480 members 
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	Iteration 221Q: 3 clusters Score -3806673 nChanged 31
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Mstep: Class 1 contains 1280 members 
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	Iteration 222Q: 3 clusters Score -3806684 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 30533 members 
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	Iteration 223Q: 3 clusters Score -3806684 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 30553 members 
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Score: -3806688.000000 Penalty: 3369.255127
	Iteration 224Q: 3 clusters Score -3806688 nChanged 18
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Mstep: Class 1 contains 1222 members 
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	Iteration 225Q: 3 clusters Score -3806697 nChanged 14
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	Iteration 226Q: 3 clusters Score -3806701 nChanged 20
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Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 30603 members 
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Score: -3806705.250000 Penalty: 3369.255127
	Iteration 227Q: 3 clusters Score -3806705 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 30626 members 
Entering Unmasked Estep 
Score: -3806717.000000 Penalty: 3369.255127
	Iteration 228Q: 3 clusters Score -3806717 nChanged 24
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Mstep: Class 1 contains 1141 members 
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Score: -3806726.500000 Penalty: 3369.255127
	Iteration 229Q: 3 clusters Score -3806726 nChanged 33
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Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 30683 members 
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	Iteration 230Q: 3 clusters Score -3806736 nChanged 36
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Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -3806746.750000 Penalty: 3369.255127
	Iteration 231Q: 3 clusters Score -3806747 nChanged 30
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Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 30745 members 
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	Iteration 232Q: 3 clusters Score -3806763 nChanged 25
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	Iteration 233Q: 3 clusters Score -3806779 nChanged 23
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Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 30793 members 
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	Iteration 234Q: 3 clusters Score -3806784 nChanged 39
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Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 30828 members 
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	Iteration 235Q: 3 clusters Score -3806796 nChanged 29
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Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 30857 members 
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	Iteration 236Q: 3 clusters Score -3806810 nChanged 26
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	Iteration 237Q: 3 clusters Score -3806810 nChanged 24
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Mstep: Class 1 contains 886 members 
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	Iteration 238Q: 3 clusters Score -3806810 nChanged 22
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Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 30925 members 
Entering Unmasked Estep 
Score: -3806820.500000 Penalty: 3369.255127
	Iteration 239Q: 3 clusters Score -3806820 nChanged 21
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Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -3806829 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 30955 members 
Entering Unmasked Estep 
Score: -3806835.000000 Penalty: 3369.255127
	Iteration 241Q: 3 clusters Score -3806835 nChanged 10
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Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 30965 members 
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	Iteration 242Q: 3 clusters Score -3806836 nChanged 8
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Mstep: Class 1 contains 818 members 
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Score: -3806841.000000 Penalty: 3369.255127
	Iteration 243Q: 3 clusters Score -3806841 nChanged 15
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Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 30986 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -3806843 nChanged 5
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Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 30991 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -3806844 nChanged 2
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Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
Score: -3806840.750000 Penalty: 3369.255127
	Iteration 246Q: 3 clusters Score -3806841 nChanged 2
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Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 30995 members 
Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -3806841 nChanged 1
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Mstep: Class 2 contains 30996 members 
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	Iteration 248Q: 3 clusters Score -3806840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 30996 members 
Entering Unmasked Estep 
Score: -3806840.250000 Penalty: 3369.255127
	Iteration 249F: 3 clusters Score -3806840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (36595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36595 members 
Entering Unmasked Estep 
Score: -4290000.500000 Penalty: 1707.495850
	Iteration 0F: 2 clusters Score -4290000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -4265477.500000 Penalty: 3414.991699
	Iteration 0F: 3 clusters Score -4265478 nChanged 16997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -4274816.000000 Penalty: 3414.991699
	Iteration 1F: 3 clusters Score -4274816 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -4275168.500000 Penalty: 3414.991699
	Iteration 2Q: 3 clusters Score -4275168 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -4275514.000000 Penalty: 3414.991699
	Iteration 3Q: 3 clusters Score -4275514 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -4275977.500000 Penalty: 3414.991699
	Iteration 4Q: 3 clusters Score -4275978 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -4276665.000000 Penalty: 3414.991699
	Iteration 5Q: 3 clusters Score -4276665 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -4277752.500000 Penalty: 3414.991699
	Iteration 6F: 3 clusters Score -4277752 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -4279613.000000 Penalty: 3414.991699
	Iteration 7F: 3 clusters Score -4279613 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -4282378.500000 Penalty: 3414.991699
	Iteration 8F: 3 clusters Score -4282378 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33501 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -4285314.000000 Penalty: 3414.991699
	Iteration 9F: 3 clusters Score -4285314 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35482 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -4287333.000000 Penalty: 3414.991699
	Iteration 10F: 3 clusters Score -4287333 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4288104.500000 Penalty: 3414.991699
	Iteration 11Q: 3 clusters Score -4288104 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36420 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -4288321.500000 Penalty: 3414.991699
	Iteration 12Q: 3 clusters Score -4288322 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -4288386.000000 Penalty: 3414.991699
	Iteration 13Q: 3 clusters Score -4288386 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36478 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -4288435.500000 Penalty: 3414.991699
	Iteration 14Q: 3 clusters Score -4288436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36481 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -4288452.000000 Penalty: 3414.991699
	Iteration 15Q: 3 clusters Score -4288452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36483 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -4288451.500000 Penalty: 3414.991699
	Iteration 16Q: 3 clusters Score -4288452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36484 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -4288452.500000 Penalty: 3414.991699
	Iteration 17Q: 3 clusters Score -4288452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36484 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -4288452.500000 Penalty: 3414.991699
	Iteration 18F: 3 clusters Score -4288452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (66592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66592 members 
Entering Unmasked Estep 
Score: -7834926.000000 Penalty: 1804.780151
	Iteration 0F: 2 clusters Score -7834926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33173 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
Score: -7790372.000000 Penalty: 3609.560303
	Iteration 0F: 3 clusters Score -7790372 nChanged 31338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 33559 members 
Entering Unmasked Estep 
Score: -7808566.500000 Penalty: 3609.560303
	Iteration 1F: 3 clusters Score -7808566 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32681 members 
Mstep: Class 2 contains 33911 members 
Entering Unmasked Estep 
Score: -7808893.000000 Penalty: 3609.560303
	Iteration 2Q: 3 clusters Score -7808893 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 34492 members 
Entering Unmasked Estep 
Score: -7809227.000000 Penalty: 3609.560303
	Iteration 3Q: 3 clusters Score -7809227 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 35360 members 
Entering Unmasked Estep 
Score: -7809645.500000 Penalty: 3609.560303
	Iteration 4Q: 3 clusters Score -7809646 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29966 members 
Mstep: Class 2 contains 36626 members 
Entering Unmasked Estep 
Score: -7810113.000000 Penalty: 3609.560303
	Iteration 5Q: 3 clusters Score -7810113 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 38387 members 
Entering Unmasked Estep 
Score: -7810777.500000 Penalty: 3609.560303
	Iteration 6Q: 3 clusters Score -7810778 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 40943 members 
Entering Unmasked Estep 
Score: -7811921.000000 Penalty: 3609.560303
	Iteration 7Q: 3 clusters Score -7811921 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 44636 members 
Entering Unmasked Estep 
Score: -7814151.000000 Penalty: 3609.560303
	Iteration 8F: 3 clusters Score -7814151 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 49588 members 
Entering Unmasked Estep 
Score: -7817802.000000 Penalty: 3609.560303
	Iteration 9F: 3 clusters Score -7817802 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 55172 members 
Entering Unmasked Estep 
Score: -7822793.500000 Penalty: 3609.560303
	Iteration 10F: 3 clusters Score -7822794 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 60137 members 
Entering Unmasked Estep 
Score: -7827508.000000 Penalty: 3609.560303
	Iteration 11F: 3 clusters Score -7827508 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 63439 members 
Entering Unmasked Estep 
Score: -7830696.500000 Penalty: 3609.560303
	Iteration 12Q: 3 clusters Score -7830696 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 65036 members 
Entering Unmasked Estep 
Score: -7832176.500000 Penalty: 3609.560303
	Iteration 13Q: 3 clusters Score -7832176 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 65735 members 
Entering Unmasked Estep 
Score: -7832773.000000 Penalty: 3609.560303
	Iteration 14Q: 3 clusters Score -7832773 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 66033 members 
Entering Unmasked Estep 
Score: -7833052.500000 Penalty: 3609.560303
	Iteration 15Q: 3 clusters Score -7833052 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 66181 members 
Entering Unmasked Estep 
Score: -7833172.000000 Penalty: 3609.560303
	Iteration 16Q: 3 clusters Score -7833172 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 66245 members 
Entering Unmasked Estep 
Score: -7833228.500000 Penalty: 3609.560303
	Iteration 17Q: 3 clusters Score -7833228 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 66288 members 
Entering Unmasked Estep 
Score: -7833279.000000 Penalty: 3609.560303
	Iteration 18Q: 3 clusters Score -7833279 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 66307 members 
Entering Unmasked Estep 
Score: -7833307.500000 Penalty: 3609.560303
	Iteration 19Q: 3 clusters Score -7833308 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 66325 members 
Entering Unmasked Estep 
Score: -7833327.500000 Penalty: 3609.560303
	Iteration 20F: 3 clusters Score -7833328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 66334 members 
Entering Unmasked Estep 
Score: -7833345.500000 Penalty: 3609.560303
	Iteration 21Q: 3 clusters Score -7833346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 66337 members 
Entering Unmasked Estep 
Score: -7833357.500000 Penalty: 3609.560303
	Iteration 22Q: 3 clusters Score -7833358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 66342 members 
Entering Unmasked Estep 
Score: -7833367.000000 Penalty: 3609.560303
	Iteration 23Q: 3 clusters Score -7833367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 66344 members 
Entering Unmasked Estep 
Score: -7833368.000000 Penalty: 3609.560303
	Iteration 24Q: 3 clusters Score -7833368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 66343 members 
Entering Unmasked Estep 
Score: -7833363.000000 Penalty: 3609.560303
	Iteration 25Q: 3 clusters Score -7833363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 66343 members 
Entering Unmasked Estep 
Score: -7833363.000000 Penalty: 3609.560303
	Iteration 26F: 3 clusters Score -7833363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Entering Unmasked Estep 
Score: -1545778.750000 Penalty: 1544.808105
	Iteration 0F: 2 clusters Score -1545779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1536316.750000 Penalty: 3089.616211
	Iteration 0F: 3 clusters Score -1536317 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1539401.625000 Penalty: 3089.616211
	Iteration 1F: 3 clusters Score -1539402 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1539722.250000 Penalty: 3089.616211
	Iteration 2F: 3 clusters Score -1539722 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1539999.000000 Penalty: 3089.616211
	Iteration 3F: 3 clusters Score -1539999 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1540264.875000 Penalty: 3089.616211
	Iteration 4Q: 3 clusters Score -1540265 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1540517.500000 Penalty: 3089.616211
	Iteration 5Q: 3 clusters Score -1540518 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1540821.625000 Penalty: 3089.616211
	Iteration 6Q: 3 clusters Score -1540822 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1541156.750000 Penalty: 3089.616211
	Iteration 7Q: 3 clusters Score -1541157 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1541507.250000 Penalty: 3089.616211
	Iteration 8Q: 3 clusters Score -1541507 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1541859.250000 Penalty: 3089.616211
	Iteration 9Q: 3 clusters Score -1541859 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1542173.875000 Penalty: 3089.616211
	Iteration 10Q: 3 clusters Score -1542174 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1542464.750000 Penalty: 3089.616211
	Iteration 11Q: 3 clusters Score -1542465 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1542717.625000 Penalty: 3089.616211
	Iteration 12Q: 3 clusters Score -1542718 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1542966.125000 Penalty: 3089.616211
	Iteration 13Q: 3 clusters Score -1542966 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1543180.375000 Penalty: 3089.616211
	Iteration 14Q: 3 clusters Score -1543180 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1543320.625000 Penalty: 3089.616211
	Iteration 15Q: 3 clusters Score -1543321 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1543423.000000 Penalty: 3089.616211
	Iteration 16Q: 3 clusters Score -1543423 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1543498.125000 Penalty: 3089.616211
	Iteration 17Q: 3 clusters Score -1543498 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1543554.625000 Penalty: 3089.616211
	Iteration 18Q: 3 clusters Score -1543555 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1543591.000000 Penalty: 3089.616211
	Iteration 19Q: 3 clusters Score -1543591 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1543642.625000 Penalty: 3089.616211
	Iteration 20F: 3 clusters Score -1543643 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1543679.125000 Penalty: 3089.616211
	Iteration 21Q: 3 clusters Score -1543679 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1543724.875000 Penalty: 3089.616211
	Iteration 22Q: 3 clusters Score -1543725 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1543784.875000 Penalty: 3089.616211
	Iteration 23Q: 3 clusters Score -1543785 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1543845.750000 Penalty: 3089.616211
	Iteration 24Q: 3 clusters Score -1543846 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1543909.125000 Penalty: 3089.616211
	Iteration 25Q: 3 clusters Score -1543909 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1543975.250000 Penalty: 3089.616211
	Iteration 26Q: 3 clusters Score -1543975 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1544030.625000 Penalty: 3089.616211
	Iteration 27Q: 3 clusters Score -1544031 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1544063.125000 Penalty: 3089.616211
	Iteration 28Q: 3 clusters Score -1544063 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1544090.000000 Penalty: 3089.616211
	Iteration 29Q: 3 clusters Score -1544090 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1544119.000000 Penalty: 3089.616211
	Iteration 30Q: 3 clusters Score -1544119 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1544140.875000 Penalty: 3089.616211
	Iteration 31Q: 3 clusters Score -1544141 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1544162.125000 Penalty: 3089.616211
	Iteration 32Q: 3 clusters Score -1544162 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1544184.250000 Penalty: 3089.616211
	Iteration 33Q: 3 clusters Score -1544184 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -1544201.750000 Penalty: 3089.616211
	Iteration 34Q: 3 clusters Score -1544202 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1544221.625000 Penalty: 3089.616211
	Iteration 35Q: 3 clusters Score -1544222 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1544238.625000 Penalty: 3089.616211
	Iteration 36Q: 3 clusters Score -1544239 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1544263.875000 Penalty: 3089.616211
	Iteration 37Q: 3 clusters Score -1544264 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -1544279.875000 Penalty: 3089.616211
	Iteration 38Q: 3 clusters Score -1544280 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -1544298.625000 Penalty: 3089.616211
	Iteration 39Q: 3 clusters Score -1544299 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -1544325.875000 Penalty: 3089.616211
	Iteration 40F: 3 clusters Score -1544326 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -1544332.125000 Penalty: 3089.616211
	Iteration 41Q: 3 clusters Score -1544332 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -1544345.750000 Penalty: 3089.616211
	Iteration 42Q: 3 clusters Score -1544346 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1544357.750000 Penalty: 3089.616211
	Iteration 43Q: 3 clusters Score -1544358 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1544366.250000 Penalty: 3089.616211
	Iteration 44Q: 3 clusters Score -1544366 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -1544381.375000 Penalty: 3089.616211
	Iteration 45Q: 3 clusters Score -1544381 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -1544395.750000 Penalty: 3089.616211
	Iteration 46Q: 3 clusters Score -1544396 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -1544402.000000 Penalty: 3089.616211
	Iteration 47Q: 3 clusters Score -1544402 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1544414.500000 Penalty: 3089.616211
	Iteration 48Q: 3 clusters Score -1544414 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1544426.375000 Penalty: 3089.616211
	Iteration 49Q: 3 clusters Score -1544426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -1544432.125000 Penalty: 3089.616211
	Iteration 50Q: 3 clusters Score -1544432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -1544434.875000 Penalty: 3089.616211
	Iteration 51Q: 3 clusters Score -1544435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -1544438.125000 Penalty: 3089.616211
	Iteration 52Q: 3 clusters Score -1544438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -1544442.250000 Penalty: 3089.616211
	Iteration 53Q: 3 clusters Score -1544442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -1544441.875000 Penalty: 3089.616211
	Iteration 54Q: 3 clusters Score -1544442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1544445.625000 Penalty: 3089.616211
	Iteration 55Q: 3 clusters Score -1544446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -1544447.250000 Penalty: 3089.616211
	Iteration 56Q: 3 clusters Score -1544447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -1544448.000000 Penalty: 3089.616211
	Iteration 57Q: 3 clusters Score -1544448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -1544455.625000 Penalty: 3089.616211
	Iteration 58Q: 3 clusters Score -1544456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -1544463.000000 Penalty: 3089.616211
	Iteration 59Q: 3 clusters Score -1544463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1544462.375000 Penalty: 3089.616211
	Iteration 60F: 3 clusters Score -1544462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1544463.875000 Penalty: 3089.616211
	Iteration 61Q: 3 clusters Score -1544464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1544463.875000 Penalty: 3089.616211
	Iteration 62Q: 3 clusters Score -1544464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -1544467.000000 Penalty: 3089.616211
	Iteration 63Q: 3 clusters Score -1544467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1544465.625000 Penalty: 3089.616211
	Iteration 64Q: 3 clusters Score -1544466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -1544465.000000 Penalty: 3089.616211
	Iteration 65Q: 3 clusters Score -1544465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -1544466.250000 Penalty: 3089.616211
	Iteration 66Q: 3 clusters Score -1544466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -1544464.875000 Penalty: 3089.616211
	Iteration 67Q: 3 clusters Score -1544465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -1544465.750000 Penalty: 3089.616211
	Iteration 68Q: 3 clusters Score -1544466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -1544469.500000 Penalty: 3089.616211
	Iteration 69Q: 3 clusters Score -1544470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -1544469.500000 Penalty: 3089.616211
	Iteration 70F: 3 clusters Score -1544470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Entering Unmasked Estep 
Score: -62155.816406 Penalty: 1042.453247
	Iteration 0F: 2 clusters Score -62155.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -61001.406250 Penalty: 2084.906494
	Iteration 0F: 3 clusters Score -61001.41 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -61217.257812 Penalty: 2084.906494
	Iteration 1F: 3 clusters Score -61217.26 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -61355.304688 Penalty: 2084.906494
	Iteration 2F: 3 clusters Score -61355.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -61487.546875 Penalty: 2084.906494
	Iteration 3F: 3 clusters Score -61487.55 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -61596.011719 Penalty: 2084.906494
	Iteration 4F: 3 clusters Score -61596.01 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -61689.675781 Penalty: 2084.906494
	Iteration 5Q: 3 clusters Score -61689.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -61732.089844 Penalty: 2084.906494
	Iteration 6Q: 3 clusters Score -61732.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -61783.933594 Penalty: 2084.906494
	Iteration 7Q: 3 clusters Score -61783.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -61830.164062 Penalty: 2084.906494
	Iteration 8Q: 3 clusters Score -61830.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -61871.308594 Penalty: 2084.906494
	Iteration 9Q: 3 clusters Score -61871.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -61900.925781 Penalty: 2084.906494
	Iteration 10Q: 3 clusters Score -61900.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -61941.152344 Penalty: 2084.906494
	Iteration 11Q: 3 clusters Score -61941.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -61951.304688 Penalty: 2084.906494
	Iteration 12Q: 3 clusters Score -61951.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -61958.679688 Penalty: 2084.906494
	Iteration 13Q: 3 clusters Score -61958.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -61970.261719 Penalty: 2084.906494
	Iteration 14Q: 3 clusters Score -61970.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -61978.097656 Penalty: 2084.906494
	Iteration 15Q: 3 clusters Score -61978.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -61992.515625 Penalty: 2084.906494
	Iteration 16Q: 3 clusters Score -61992.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -62018.515625 Penalty: 2084.906494
	Iteration 17Q: 3 clusters Score -62018.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -62038.601562 Penalty: 2084.906494
	Iteration 18Q: 3 clusters Score -62038.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -62047.738281 Penalty: 2084.906494
	Iteration 19Q: 3 clusters Score -62047.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -62053.902344 Penalty: 2084.906494
	Iteration 20F: 3 clusters Score -62053.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -62054.867188 Penalty: 2084.906494
	Iteration 21Q: 3 clusters Score -62054.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -62055.859375 Penalty: 2084.906494
	Iteration 22Q: 3 clusters Score -62055.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -62055.859375 Penalty: 2084.906494
	Iteration 23F: 3 clusters Score -62055.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Entering Unmasked Estep 
Score: -63390.691406 Penalty: 1041.385986
	Iteration 0F: 2 clusters Score -63390.69 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 308 members 
Entering Unmasked Estep 
Score: -62295.242188 Penalty: 2082.771973
	Iteration 0F: 3 clusters Score -62295.24 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -62496.140625 Penalty: 2082.771973
	Iteration 1F: 3 clusters Score -62496.14 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -62549.898438 Penalty: 2082.771973
	Iteration 2F: 3 clusters Score -62549.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -62580.183594 Penalty: 2082.771973
	Iteration 3Q: 3 clusters Score -62580.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -62605.375000 Penalty: 2082.771973
	Iteration 4Q: 3 clusters Score -62605.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -62634.292969 Penalty: 2082.771973
	Iteration 5Q: 3 clusters Score -62634.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -62650.585938 Penalty: 2082.771973
	Iteration 6Q: 3 clusters Score -62650.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -62661.367188 Penalty: 2082.771973
	Iteration 7Q: 3 clusters Score -62661.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -62664.171875 Penalty: 2082.771973
	Iteration 8Q: 3 clusters Score -62664.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -62668.085938 Penalty: 2082.771973
	Iteration 9Q: 3 clusters Score -62668.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -62670.765625 Penalty: 2082.771973
	Iteration 10Q: 3 clusters Score -62670.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -62672.820312 Penalty: 2082.771973
	Iteration 11Q: 3 clusters Score -62672.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -62677.179688 Penalty: 2082.771973
	Iteration 12Q: 3 clusters Score -62677.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -62677.890625 Penalty: 2082.771973
	Iteration 13Q: 3 clusters Score -62677.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -62678.179688 Penalty: 2082.771973
	Iteration 14Q: 3 clusters Score -62678.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -62678.367188 Penalty: 2082.771973
	Iteration 15Q: 3 clusters Score -62678.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -62679.906250 Penalty: 2082.771973
	Iteration 16Q: 3 clusters Score -62679.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -62680.703125 Penalty: 2082.771973
	Iteration 17Q: 3 clusters Score -62680.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -62680.703125 Penalty: 2082.771973
	Iteration 18F: 3 clusters Score -62680.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -44816.675781 Penalty: 1004.252686
	Iteration 0F: 2 clusters Score -44816.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -43772.421875 Penalty: 2008.505371
	Iteration 0F: 3 clusters Score -43772.42 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -43932.828125 Penalty: 2008.505371
	Iteration 1F: 3 clusters Score -43932.83 nChanged 38
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: -44010.882812 Penalty: 2008.505371
	Iteration 2F: 3 clusters Score -44010.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -44066.476562 Penalty: 2008.505371
	Iteration 3F: 3 clusters Score -44066.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -44105.511719 Penalty: 2008.505371
	Iteration 4Q: 3 clusters Score -44105.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -44151.160156 Penalty: 2008.505371
	Iteration 5Q: 3 clusters Score -44151.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -44249.269531 Penalty: 2008.505371
	Iteration 6Q: 3 clusters Score -44249.27 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -44399.824219 Penalty: 2008.505371
	Iteration 7F: 3 clusters Score -44399.82 nChanged 25
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: -44596.824219 Penalty: 2008.505371
	Iteration 8F: 3 clusters Score -44596.82 nChanged 20
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: -44730.828125 Penalty: 2008.505371
	Iteration 9Q: 3 clusters Score -44730.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -44777.585938 Penalty: 2008.505371
	Iteration 10Q: 3 clusters Score -44777.59 nChanged 6
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: -44803.011719 Penalty: 2008.505371
	Iteration 11Q: 3 clusters Score -44803.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -44809.042969 Penalty: 2008.505371
	Iteration 12Q: 3 clusters Score -44809.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -44809.042969 Penalty: 2008.505371
	Iteration 13F: 3 clusters Score -44809.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (12850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Entering Unmasked Estep 
Score: -1457547.375000 Penalty: 1537.428589
	Iteration 0F: 2 clusters Score -1457547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1448571.625000 Penalty: 3074.857178
	Iteration 0F: 3 clusters Score -1448572 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1451520.750000 Penalty: 3074.857178
	Iteration 1F: 3 clusters Score -1451521 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1451780.125000 Penalty: 3074.857178
	Iteration 2F: 3 clusters Score -1451780 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1452010.000000 Penalty: 3074.857178
	Iteration 3Q: 3 clusters Score -1452010 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1452225.375000 Penalty: 3074.857178
	Iteration 4Q: 3 clusters Score -1452225 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1452458.500000 Penalty: 3074.857178
	Iteration 5Q: 3 clusters Score -1452458 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1452733.875000 Penalty: 3074.857178
	Iteration 6Q: 3 clusters Score -1452734 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1453078.875000 Penalty: 3074.857178
	Iteration 7Q: 3 clusters Score -1453079 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1453563.125000 Penalty: 3074.857178
	Iteration 8F: 3 clusters Score -1453563 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1454159.000000 Penalty: 3074.857178
	Iteration 9F: 3 clusters Score -1454159 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1454829.000000 Penalty: 3074.857178
	Iteration 10F: 3 clusters Score -1454829 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -1455416.500000 Penalty: 3074.857178
	Iteration 11Q: 3 clusters Score -1455416 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1455801.875000 Penalty: 3074.857178
	Iteration 12Q: 3 clusters Score -1455802 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1456013.250000 Penalty: 3074.857178
	Iteration 13Q: 3 clusters Score -1456013 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1456114.000000 Penalty: 3074.857178
	Iteration 14Q: 3 clusters Score -1456114 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1456163.375000 Penalty: 3074.857178
	Iteration 15Q: 3 clusters Score -1456163 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1456189.625000 Penalty: 3074.857178
	Iteration 16Q: 3 clusters Score -1456190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -1456202.750000 Penalty: 3074.857178
	Iteration 17Q: 3 clusters Score -1456203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -1456207.125000 Penalty: 3074.857178
	Iteration 18Q: 3 clusters Score -1456207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -1456213.250000 Penalty: 3074.857178
	Iteration 19Q: 3 clusters Score -1456213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -1456215.000000 Penalty: 3074.857178
	Iteration 20F: 3 clusters Score -1456215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1456216.875000 Penalty: 3074.857178
	Iteration 21Q: 3 clusters Score -1456217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -1456216.750000 Penalty: 3074.857178
	Iteration 22Q: 3 clusters Score -1456217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -1456216.750000 Penalty: 3074.857178
	Iteration 23F: 3 clusters Score -1456217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (31692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31692 members 
Entering Unmasked Estep 
Score: -3717217.750000 Penalty: 1684.120605
	Iteration 0F: 2 clusters Score -3717218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -3695942.250000 Penalty: 3368.241211
	Iteration 0F: 3 clusters Score -3695942 nChanged 14442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -3703739.250000 Penalty: 3368.241211
	Iteration 1F: 3 clusters Score -3703739 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -3704049.500000 Penalty: 3368.241211
	Iteration 2Q: 3 clusters Score -3704050 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -3704376.250000 Penalty: 3368.241211
	Iteration 3Q: 3 clusters Score -3704376 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -3704747.750000 Penalty: 3368.241211
	Iteration 4Q: 3 clusters Score -3704748 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -3705294.500000 Penalty: 3368.241211
	Iteration 5Q: 3 clusters Score -3705294 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -3706123.000000 Penalty: 3368.241211
	Iteration 6F: 3 clusters Score -3706123 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -3707576.250000 Penalty: 3368.241211
	Iteration 7F: 3 clusters Score -3707576 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25764 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -3709717.250000 Penalty: 3368.241211
	Iteration 8F: 3 clusters Score -3709717 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -3712226.000000 Penalty: 3368.241211
	Iteration 9F: 3 clusters Score -3712226 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -3714255.250000 Penalty: 3368.241211
	Iteration 10F: 3 clusters Score -3714255 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3715140.000000 Penalty: 3368.241211
	Iteration 11Q: 3 clusters Score -3715140 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3715445.250000 Penalty: 3368.241211
	Iteration 12Q: 3 clusters Score -3715445 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -3715552.000000 Penalty: 3368.241211
	Iteration 13Q: 3 clusters Score -3715552 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -3715615.750000 Penalty: 3368.241211
	Iteration 14Q: 3 clusters Score -3715616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31546 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -3715651.250000 Penalty: 3368.241211
	Iteration 15Q: 3 clusters Score -3715651 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -3715673.750000 Penalty: 3368.241211
	Iteration 16Q: 3 clusters Score -3715674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31551 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -3715685.500000 Penalty: 3368.241211
	Iteration 17Q: 3 clusters Score -3715686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -3715690.000000 Penalty: 3368.241211
	Iteration 18Q: 3 clusters Score -3715690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -3715693.750000 Penalty: 3368.241211
	Iteration 19Q: 3 clusters Score -3715694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -3715693.750000 Penalty: 3368.241211
	Iteration 20F: 3 clusters Score -3715694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Entering Unmasked Estep 
Score: -413120.531250 Penalty: 1339.960327
	Iteration 0F: 2 clusters Score -413120.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -409934.312500 Penalty: 2679.920654
	Iteration 0F: 3 clusters Score -409934.3 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -410832.437500 Penalty: 2679.920654
	Iteration 1F: 3 clusters Score -410832.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -410979.500000 Penalty: 2679.920654
	Iteration 2F: 3 clusters Score -410979.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -411068.500000 Penalty: 2679.920654
	Iteration 3Q: 3 clusters Score -411068.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -411121.781250 Penalty: 2679.920654
	Iteration 4Q: 3 clusters Score -411121.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -411165.843750 Penalty: 2679.920654
	Iteration 5Q: 3 clusters Score -411165.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -411199.531250 Penalty: 2679.920654
	Iteration 6Q: 3 clusters Score -411199.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -411228.187500 Penalty: 2679.920654
	Iteration 7Q: 3 clusters Score -411228.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -411253.562500 Penalty: 2679.920654
	Iteration 8Q: 3 clusters Score -411253.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -411275.000000 Penalty: 2679.920654
	Iteration 9Q: 3 clusters Score -411275 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -411295.031250 Penalty: 2679.920654
	Iteration 10Q: 3 clusters Score -411295 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -411312.625000 Penalty: 2679.920654
	Iteration 11Q: 3 clusters Score -411312.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -411334.093750 Penalty: 2679.920654
	Iteration 12Q: 3 clusters Score -411334.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -411350.875000 Penalty: 2679.920654
	Iteration 13Q: 3 clusters Score -411350.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -411369.656250 Penalty: 2679.920654
	Iteration 14Q: 3 clusters Score -411369.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -411387.968750 Penalty: 2679.920654
	Iteration 15Q: 3 clusters Score -411388 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -411403.218750 Penalty: 2679.920654
	Iteration 16Q: 3 clusters Score -411403.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -411423.062500 Penalty: 2679.920654
	Iteration 17Q: 3 clusters Score -411423.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -411440.375000 Penalty: 2679.920654
	Iteration 18Q: 3 clusters Score -411440.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -411459.781250 Penalty: 2679.920654
	Iteration 19Q: 3 clusters Score -411459.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -411486.937500 Penalty: 2679.920654
	Iteration 20F: 3 clusters Score -411486.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -411512.718750 Penalty: 2679.920654
	Iteration 21Q: 3 clusters Score -411512.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -411536.156250 Penalty: 2679.920654
	Iteration 22Q: 3 clusters Score -411536.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -411556.062500 Penalty: 2679.920654
	Iteration 23Q: 3 clusters Score -411556.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -411576.562500 Penalty: 2679.920654
	Iteration 24Q: 3 clusters Score -411576.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -411597.437500 Penalty: 2679.920654
	Iteration 25Q: 3 clusters Score -411597.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -411627.031250 Penalty: 2679.920654
	Iteration 26Q: 3 clusters Score -411627 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -411663.937500 Penalty: 2679.920654
	Iteration 27Q: 3 clusters Score -411663.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -411698.750000 Penalty: 2679.920654
	Iteration 28Q: 3 clusters Score -411698.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -411734.125000 Penalty: 2679.920654
	Iteration 29Q: 3 clusters Score -411734.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -411764.000000 Penalty: 2679.920654
	Iteration 30Q: 3 clusters Score -411764 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -411787.562500 Penalty: 2679.920654
	Iteration 31Q: 3 clusters Score -411787.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -411802.343750 Penalty: 2679.920654
	Iteration 32Q: 3 clusters Score -411802.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -411810.218750 Penalty: 2679.920654
	Iteration 33Q: 3 clusters Score -411810.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -411820.375000 Penalty: 2679.920654
	Iteration 34Q: 3 clusters Score -411820.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -411830.031250 Penalty: 2679.920654
	Iteration 35Q: 3 clusters Score -411830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -411837.406250 Penalty: 2679.920654
	Iteration 36Q: 3 clusters Score -411837.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -411841.531250 Penalty: 2679.920654
	Iteration 37Q: 3 clusters Score -411841.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -411843.593750 Penalty: 2679.920654
	Iteration 38Q: 3 clusters Score -411843.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -411844.718750 Penalty: 2679.920654
	Iteration 39Q: 3 clusters Score -411844.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -411847.625000 Penalty: 2679.920654
	Iteration 40F: 3 clusters Score -411847.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -411849.406250 Penalty: 2679.920654
	Iteration 41Q: 3 clusters Score -411849.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -411850.375000 Penalty: 2679.920654
	Iteration 42Q: 3 clusters Score -411850.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -411853.406250 Penalty: 2679.920654
	Iteration 43Q: 3 clusters Score -411853.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -411857.468750 Penalty: 2679.920654
	Iteration 44Q: 3 clusters Score -411857.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -411865.437500 Penalty: 2679.920654
	Iteration 45Q: 3 clusters Score -411865.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -411871.562500 Penalty: 2679.920654
	Iteration 46Q: 3 clusters Score -411871.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -411877.750000 Penalty: 2679.920654
	Iteration 47Q: 3 clusters Score -411877.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -411889.468750 Penalty: 2679.920654
	Iteration 48Q: 3 clusters Score -411889.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -411899.343750 Penalty: 2679.920654
	Iteration 49Q: 3 clusters Score -411899.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -411909.875000 Penalty: 2679.920654
	Iteration 50Q: 3 clusters Score -411909.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -411917.593750 Penalty: 2679.920654
	Iteration 51Q: 3 clusters Score -411917.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -411921.593750 Penalty: 2679.920654
	Iteration 52Q: 3 clusters Score -411921.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -411923.218750 Penalty: 2679.920654
	Iteration 53Q: 3 clusters Score -411923.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -411924.312500 Penalty: 2679.920654
	Iteration 54Q: 3 clusters Score -411924.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -411925.625000 Penalty: 2679.920654
	Iteration 55Q: 3 clusters Score -411925.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -411927.687500 Penalty: 2679.920654
	Iteration 56Q: 3 clusters Score -411927.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -411932.781250 Penalty: 2679.920654
	Iteration 57Q: 3 clusters Score -411932.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -411935.343750 Penalty: 2679.920654
	Iteration 58Q: 3 clusters Score -411935.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -411938.468750 Penalty: 2679.920654
	Iteration 59Q: 3 clusters Score -411938.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -411942.500000 Penalty: 2679.920654
	Iteration 60F: 3 clusters Score -411942.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -411944.375000 Penalty: 2679.920654
	Iteration 61Q: 3 clusters Score -411944.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -411946.468750 Penalty: 2679.920654
	Iteration 62Q: 3 clusters Score -411946.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -411948.281250 Penalty: 2679.920654
	Iteration 63Q: 3 clusters Score -411948.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -411949.906250 Penalty: 2679.920654
	Iteration 64Q: 3 clusters Score -411949.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -411950.968750 Penalty: 2679.920654
	Iteration 65Q: 3 clusters Score -411951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -411951.562500 Penalty: 2679.920654
	Iteration 66Q: 3 clusters Score -411951.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -411951.843750 Penalty: 2679.920654
	Iteration 67Q: 3 clusters Score -411951.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -411952.343750 Penalty: 2679.920654
	Iteration 68Q: 3 clusters Score -411952.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -411952.343750 Penalty: 2679.920654
	Iteration 69F: 3 clusters Score -411952.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Entering Unmasked Estep 
Score: -981852.437500 Penalty: 1467.222046
	Iteration 0F: 2 clusters Score -981852.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -975787.250000 Penalty: 2934.444092
	Iteration 0F: 3 clusters Score -975787.2 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -977671.687500 Penalty: 2934.444092
	Iteration 1F: 3 clusters Score -977671.7 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -978043.562500 Penalty: 2934.444092
	Iteration 2F: 3 clusters Score -978043.6 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -978527.875000 Penalty: 2934.444092
	Iteration 3F: 3 clusters Score -978527.9 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -979026.125000 Penalty: 2934.444092
	Iteration 4F: 3 clusters Score -979026.1 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -979523.687500 Penalty: 2934.444092
	Iteration 5F: 3 clusters Score -979523.7 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -980030.125000 Penalty: 2934.444092
	Iteration 6F: 3 clusters Score -980030.1 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -980521.812500 Penalty: 2934.444092
	Iteration 7F: 3 clusters Score -980521.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -980861.687500 Penalty: 2934.444092
	Iteration 8Q: 3 clusters Score -980861.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -981076.437500 Penalty: 2934.444092
	Iteration 9Q: 3 clusters Score -981076.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -981160.500000 Penalty: 2934.444092
	Iteration 10Q: 3 clusters Score -981160.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -981190.500000 Penalty: 2934.444092
	Iteration 11Q: 3 clusters Score -981190.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -981214.562500 Penalty: 2934.444092
	Iteration 12Q: 3 clusters Score -981214.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -981226.625000 Penalty: 2934.444092
	Iteration 13Q: 3 clusters Score -981226.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -981232.312500 Penalty: 2934.444092
	Iteration 14Q: 3 clusters Score -981232.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -981238.000000 Penalty: 2934.444092
	Iteration 15Q: 3 clusters Score -981238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -981240.437500 Penalty: 2934.444092
	Iteration 16Q: 3 clusters Score -981240.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -981242.375000 Penalty: 2934.444092
	Iteration 17Q: 3 clusters Score -981242.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -981242.562500 Penalty: 2934.444092
	Iteration 18Q: 3 clusters Score -981242.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -981243.562500 Penalty: 2934.444092
	Iteration 19Q: 3 clusters Score -981243.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -981243.687500 Penalty: 2934.444092
	Iteration 20F: 3 clusters Score -981243.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -981243.937500 Penalty: 2934.444092
	Iteration 21Q: 3 clusters Score -981243.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -981244.312500 Penalty: 2934.444092
	Iteration 22Q: 3 clusters Score -981244.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -981244.312500 Penalty: 2934.444092
	Iteration 23F: 3 clusters Score -981244.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Entering Unmasked Estep 
Score: -808362.375000 Penalty: 1450.386353
	Iteration 0F: 2 clusters Score -808362.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -802786.250000 Penalty: 2900.772705
	Iteration 0F: 3 clusters Score -802786.2 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -804619.562500 Penalty: 2900.772705
	Iteration 1F: 3 clusters Score -804619.6 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -804981.750000 Penalty: 2900.772705
	Iteration 2F: 3 clusters Score -804981.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -805311.375000 Penalty: 2900.772705
	Iteration 3F: 3 clusters Score -805311.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -805620.625000 Penalty: 2900.772705
	Iteration 4F: 3 clusters Score -805620.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -805881.812500 Penalty: 2900.772705
	Iteration 5F: 3 clusters Score -805881.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -806131.500000 Penalty: 2900.772705
	Iteration 6Q: 3 clusters Score -806131.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -806326.937500 Penalty: 2900.772705
	Iteration 7Q: 3 clusters Score -806326.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -806488.750000 Penalty: 2900.772705
	Iteration 8Q: 3 clusters Score -806488.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -806629.187500 Penalty: 2900.772705
	Iteration 9Q: 3 clusters Score -806629.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -806718.375000 Penalty: 2900.772705
	Iteration 10Q: 3 clusters Score -806718.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -806767.437500 Penalty: 2900.772705
	Iteration 11Q: 3 clusters Score -806767.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -806810.750000 Penalty: 2900.772705
	Iteration 12Q: 3 clusters Score -806810.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -806839.562500 Penalty: 2900.772705
	Iteration 13Q: 3 clusters Score -806839.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -806858.875000 Penalty: 2900.772705
	Iteration 14Q: 3 clusters Score -806858.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -806876.187500 Penalty: 2900.772705
	Iteration 15Q: 3 clusters Score -806876.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -806896.562500 Penalty: 2900.772705
	Iteration 16Q: 3 clusters Score -806896.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -806912.687500 Penalty: 2900.772705
	Iteration 17Q: 3 clusters Score -806912.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -806929.750000 Penalty: 2900.772705
	Iteration 18Q: 3 clusters Score -806929.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -806948.062500 Penalty: 2900.772705
	Iteration 19Q: 3 clusters Score -806948.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -806964.875000 Penalty: 2900.772705
	Iteration 20F: 3 clusters Score -806964.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -806979.750000 Penalty: 2900.772705
	Iteration 21Q: 3 clusters Score -806979.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -806994.125000 Penalty: 2900.772705
	Iteration 22Q: 3 clusters Score -806994.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -807004.812500 Penalty: 2900.772705
	Iteration 23Q: 3 clusters Score -807004.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -807015.312500 Penalty: 2900.772705
	Iteration 24Q: 3 clusters Score -807015.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -807027.562500 Penalty: 2900.772705
	Iteration 25Q: 3 clusters Score -807027.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -807042.562500 Penalty: 2900.772705
	Iteration 26Q: 3 clusters Score -807042.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -807053.625000 Penalty: 2900.772705
	Iteration 27Q: 3 clusters Score -807053.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -807064.375000 Penalty: 2900.772705
	Iteration 28Q: 3 clusters Score -807064.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -807072.750000 Penalty: 2900.772705
	Iteration 29Q: 3 clusters Score -807072.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -807079.937500 Penalty: 2900.772705
	Iteration 30Q: 3 clusters Score -807079.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -807085.000000 Penalty: 2900.772705
	Iteration 31Q: 3 clusters Score -807085 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -807092.750000 Penalty: 2900.772705
	Iteration 32Q: 3 clusters Score -807092.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -807100.250000 Penalty: 2900.772705
	Iteration 33Q: 3 clusters Score -807100.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -807108.937500 Penalty: 2900.772705
	Iteration 34Q: 3 clusters Score -807108.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -807114.625000 Penalty: 2900.772705
	Iteration 35Q: 3 clusters Score -807114.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -807124.687500 Penalty: 2900.772705
	Iteration 36Q: 3 clusters Score -807124.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -807128.250000 Penalty: 2900.772705
	Iteration 37Q: 3 clusters Score -807128.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -807139.312500 Penalty: 2900.772705
	Iteration 38Q: 3 clusters Score -807139.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -807143.687500 Penalty: 2900.772705
	Iteration 39Q: 3 clusters Score -807143.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -807149.562500 Penalty: 2900.772705
	Iteration 40F: 3 clusters Score -807149.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -807156.062500 Penalty: 2900.772705
	Iteration 41Q: 3 clusters Score -807156.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -807162.937500 Penalty: 2900.772705
	Iteration 42Q: 3 clusters Score -807162.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -807168.875000 Penalty: 2900.772705
	Iteration 43Q: 3 clusters Score -807168.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -807174.687500 Penalty: 2900.772705
	Iteration 44Q: 3 clusters Score -807174.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -807181.000000 Penalty: 2900.772705
	Iteration 45Q: 3 clusters Score -807181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -807181.562500 Penalty: 2900.772705
	Iteration 46Q: 3 clusters Score -807181.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -807183.625000 Penalty: 2900.772705
	Iteration 47Q: 3 clusters Score -807183.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -807184.812500 Penalty: 2900.772705
	Iteration 48Q: 3 clusters Score -807184.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -807185.500000 Penalty: 2900.772705
	Iteration 49Q: 3 clusters Score -807185.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -807187.375000 Penalty: 2900.772705
	Iteration 50Q: 3 clusters Score -807187.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -807186.625000 Penalty: 2900.772705
	Iteration 51Q: 3 clusters Score -807186.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -807187.812500 Penalty: 2900.772705
	Iteration 52Q: 3 clusters Score -807187.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -807188.000000 Penalty: 2900.772705
	Iteration 53Q: 3 clusters Score -807188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -807188.000000 Penalty: 2900.772705
	Iteration 54F: 3 clusters Score -807188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -35084.687500 Penalty: 961.382812
	Iteration 0F: 2 clusters Score -35084.69 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 184 members 
Entering Unmasked Estep 
Score: -34137.531250 Penalty: 1922.765625
	Iteration 0F: 3 clusters Score -34137.53 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -34327.179688 Penalty: 1922.765625
	Iteration 1F: 3 clusters Score -34327.18 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -34432.464844 Penalty: 1922.765625
	Iteration 2F: 3 clusters Score -34432.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -34477.066406 Penalty: 1922.765625
	Iteration 3Q: 3 clusters Score -34477.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -34499.742188 Penalty: 1922.765625
	Iteration 4Q: 3 clusters Score -34499.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -34507.945312 Penalty: 1922.765625
	Iteration 5Q: 3 clusters Score -34507.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -34515.968750 Penalty: 1922.765625
	Iteration 6Q: 3 clusters Score -34515.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -34523.414062 Penalty: 1922.765625
	Iteration 7Q: 3 clusters Score -34523.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -34524.371094 Penalty: 1922.765625
	Iteration 8Q: 3 clusters Score -34524.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -34524.371094 Penalty: 1922.765625
	Iteration 9F: 3 clusters Score -34524.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (85716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85716 members 
Entering Unmasked Estep 
Score: -10214438.000000 Penalty: 1845.804199
	Iteration 0F: 2 clusters Score -1.021444e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42640 members 
Mstep: Class 2 contains 43076 members 
Entering Unmasked Estep 
Score: -10157960.000000 Penalty: 3691.608398
	Iteration 0F: 3 clusters Score -1.015796e+07 nChanged 40645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40375 members 
Mstep: Class 2 contains 45341 members 
Entering Unmasked Estep 
Score: -10182684.000000 Penalty: 3691.608398
	Iteration 1F: 3 clusters Score -1.018268e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39223 members 
Mstep: Class 2 contains 46493 members 
Entering Unmasked Estep 
Score: -10184642.000000 Penalty: 3691.608398
	Iteration 2Q: 3 clusters Score -1.018464e+07 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 47769 members 
Entering Unmasked Estep 
Score: -10186974.000000 Penalty: 3691.608398
	Iteration 3Q: 3 clusters Score -1.018697e+07 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36439 members 
Mstep: Class 2 contains 49277 members 
Entering Unmasked Estep 
Score: -10190186.000000 Penalty: 3691.608398
	Iteration 4F: 3 clusters Score -1.019019e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34931 members 
Mstep: Class 2 contains 50785 members 
Entering Unmasked Estep 
Score: -10194270.000000 Penalty: 3691.608398
	Iteration 5F: 3 clusters Score -1.019427e+07 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 51961 members 
Entering Unmasked Estep 
Score: -10198793.000000 Penalty: 3691.608398
	Iteration 6F: 3 clusters Score -1.019879e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 52621 members 
Entering Unmasked Estep 
Score: -10202231.000000 Penalty: 3691.608398
	Iteration 7F: 3 clusters Score -1.020223e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32630 members 
Mstep: Class 2 contains 53086 members 
Entering Unmasked Estep 
Score: -10204053.000000 Penalty: 3691.608398
	Iteration 8Q: 3 clusters Score -1.020405e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32102 members 
Mstep: Class 2 contains 53614 members 
Entering Unmasked Estep 
Score: -10204881.000000 Penalty: 3691.608398
	Iteration 9Q: 3 clusters Score -1.020488e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31592 members 
Mstep: Class 2 contains 54124 members 
Entering Unmasked Estep 
Score: -10205246.000000 Penalty: 3691.608398
	Iteration 10Q: 3 clusters Score -1.020525e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 54689 members 
Entering Unmasked Estep 
Score: -10205523.000000 Penalty: 3691.608398
	Iteration 11Q: 3 clusters Score -1.020552e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30487 members 
Mstep: Class 2 contains 55229 members 
Entering Unmasked Estep 
Score: -10205720.000000 Penalty: 3691.608398
	Iteration 12Q: 3 clusters Score -1.020572e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30001 members 
Mstep: Class 2 contains 55715 members 
Entering Unmasked Estep 
Score: -10205896.000000 Penalty: 3691.608398
	Iteration 13Q: 3 clusters Score -1.02059e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29507 members 
Mstep: Class 2 contains 56209 members 
Entering Unmasked Estep 
Score: -10206078.000000 Penalty: 3691.608398
	Iteration 14Q: 3 clusters Score -1.020608e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 56710 members 
Entering Unmasked Estep 
Score: -10206196.000000 Penalty: 3691.608398
	Iteration 15Q: 3 clusters Score -1.02062e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 57218 members 
Entering Unmasked Estep 
Score: -10206309.000000 Penalty: 3691.608398
	Iteration 16Q: 3 clusters Score -1.020631e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27986 members 
Mstep: Class 2 contains 57730 members 
Entering Unmasked Estep 
Score: -10206453.000000 Penalty: 3691.608398
	Iteration 17Q: 3 clusters Score -1.020645e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 58231 members 
Entering Unmasked Estep 
Score: -10206542.000000 Penalty: 3691.608398
	Iteration 18Q: 3 clusters Score -1.020654e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 58763 members 
Entering Unmasked Estep 
Score: -10206631.000000 Penalty: 3691.608398
	Iteration 19Q: 3 clusters Score -1.020663e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 59274 members 
Entering Unmasked Estep 
Score: -10206762.000000 Penalty: 3691.608398
	Iteration 20F: 3 clusters Score -1.020676e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 59770 members 
Entering Unmasked Estep 
Score: -10206827.000000 Penalty: 3691.608398
	Iteration 21Q: 3 clusters Score -1.020683e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 60266 members 
Entering Unmasked Estep 
Score: -10206885.000000 Penalty: 3691.608398
	Iteration 22Q: 3 clusters Score -1.020688e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 60756 members 
Entering Unmasked Estep 
Score: -10206939.000000 Penalty: 3691.608398
	Iteration 23Q: 3 clusters Score -1.020694e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 61222 members 
Entering Unmasked Estep 
Score: -10206997.000000 Penalty: 3691.608398
	Iteration 24Q: 3 clusters Score -1.0207e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 61659 members 
Entering Unmasked Estep 
Score: -10207082.000000 Penalty: 3691.608398
	Iteration 25Q: 3 clusters Score -1.020708e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 62109 members 
Entering Unmasked Estep 
Score: -10207123.000000 Penalty: 3691.608398
	Iteration 26Q: 3 clusters Score -1.020712e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 62584 members 
Entering Unmasked Estep 
Score: -10207206.000000 Penalty: 3691.608398
	Iteration 27Q: 3 clusters Score -1.020721e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 63072 members 
Entering Unmasked Estep 
Score: -10207216.000000 Penalty: 3691.608398
	Iteration 28Q: 3 clusters Score -1.020722e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 63589 members 
Entering Unmasked Estep 
Score: -10207306.000000 Penalty: 3691.608398
	Iteration 29Q: 3 clusters Score -1.020731e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 64105 members 
Entering Unmasked Estep 
Score: -10207376.000000 Penalty: 3691.608398
	Iteration 30Q: 3 clusters Score -1.020738e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 64640 members 
Entering Unmasked Estep 
Score: -10207413.000000 Penalty: 3691.608398
	Iteration 31Q: 3 clusters Score -1.020741e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 65193 members 
Entering Unmasked Estep 
Score: -10207438.000000 Penalty: 3691.608398
	Iteration 32Q: 3 clusters Score -1.020744e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 65755 members 
Entering Unmasked Estep 
Score: -10207497.000000 Penalty: 3691.608398
	Iteration 33Q: 3 clusters Score -1.02075e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 66347 members 
Entering Unmasked Estep 
Score: -10207599.000000 Penalty: 3691.608398
	Iteration 34Q: 3 clusters Score -1.02076e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 66978 members 
Entering Unmasked Estep 
Score: -10207706.000000 Penalty: 3691.608398
	Iteration 35Q: 3 clusters Score -1.020771e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 67604 members 
Entering Unmasked Estep 
Score: -10207823.000000 Penalty: 3691.608398
	Iteration 36Q: 3 clusters Score -1.020782e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 68248 members 
Entering Unmasked Estep 
Score: -10207877.000000 Penalty: 3691.608398
	Iteration 37Q: 3 clusters Score -1.020788e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 68935 members 
Entering Unmasked Estep 
Score: -10207993.000000 Penalty: 3691.608398
	Iteration 38Q: 3 clusters Score -1.020799e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 69666 members 
Entering Unmasked Estep 
Score: -10208126.000000 Penalty: 3691.608398
	Iteration 39Q: 3 clusters Score -1.020813e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 70457 members 
Entering Unmasked Estep 
Score: -10208233.000000 Penalty: 3691.608398
	Iteration 40F: 3 clusters Score -1.020823e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 71269 members 
Entering Unmasked Estep 
Score: -10208393.000000 Penalty: 3691.608398
	Iteration 41Q: 3 clusters Score -1.020839e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 72065 members 
Entering Unmasked Estep 
Score: -10208600.000000 Penalty: 3691.608398
	Iteration 42Q: 3 clusters Score -1.02086e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 72849 members 
Entering Unmasked Estep 
Score: -10208810.000000 Penalty: 3691.608398
	Iteration 43Q: 3 clusters Score -1.020881e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 73668 members 
Entering Unmasked Estep 
Score: -10208982.000000 Penalty: 3691.608398
	Iteration 44Q: 3 clusters Score -1.020898e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 74446 members 
Entering Unmasked Estep 
Score: -10209223.000000 Penalty: 3691.608398
	Iteration 45Q: 3 clusters Score -1.020922e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 75221 members 
Entering Unmasked Estep 
Score: -10209430.000000 Penalty: 3691.608398
	Iteration 46Q: 3 clusters Score -1.020943e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 75989 members 
Entering Unmasked Estep 
Score: -10209657.000000 Penalty: 3691.608398
	Iteration 47Q: 3 clusters Score -1.020966e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 76779 members 
Entering Unmasked Estep 
Score: -10209864.000000 Penalty: 3691.608398
	Iteration 48Q: 3 clusters Score -1.020986e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 77543 members 
Entering Unmasked Estep 
Score: -10210097.000000 Penalty: 3691.608398
	Iteration 49Q: 3 clusters Score -1.02101e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 78274 members 
Entering Unmasked Estep 
Score: -10210404.000000 Penalty: 3691.608398
	Iteration 50Q: 3 clusters Score -1.02104e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 78933 members 
Entering Unmasked Estep 
Score: -10210609.000000 Penalty: 3691.608398
	Iteration 51Q: 3 clusters Score -1.021061e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 79571 members 
Entering Unmasked Estep 
Score: -10210811.000000 Penalty: 3691.608398
	Iteration 52Q: 3 clusters Score -1.021081e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 80177 members 
Entering Unmasked Estep 
Score: -10211009.000000 Penalty: 3691.608398
	Iteration 53Q: 3 clusters Score -1.021101e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 80742 members 
Entering Unmasked Estep 
Score: -10211203.000000 Penalty: 3691.608398
	Iteration 54Q: 3 clusters Score -1.02112e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 81290 members 
Entering Unmasked Estep 
Score: -10211356.000000 Penalty: 3691.608398
	Iteration 55Q: 3 clusters Score -1.021136e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 81762 members 
Entering Unmasked Estep 
Score: -10211528.000000 Penalty: 3691.608398
	Iteration 56Q: 3 clusters Score -1.021153e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 82161 members 
Entering Unmasked Estep 
Score: -10211685.000000 Penalty: 3691.608398
	Iteration 57Q: 3 clusters Score -1.021168e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 82535 members 
Entering Unmasked Estep 
Score: -10211808.000000 Penalty: 3691.608398
	Iteration 58Q: 3 clusters Score -1.021181e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 82875 members 
Entering Unmasked Estep 
Score: -10211941.000000 Penalty: 3691.608398
	Iteration 59Q: 3 clusters Score -1.021194e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 83179 members 
Entering Unmasked Estep 
Score: -10212055.000000 Penalty: 3691.608398
	Iteration 60F: 3 clusters Score -1.021206e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 83442 members 
Entering Unmasked Estep 
Score: -10212146.000000 Penalty: 3691.608398
	Iteration 61Q: 3 clusters Score -1.021215e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 83676 members 
Entering Unmasked Estep 
Score: -10212225.000000 Penalty: 3691.608398
	Iteration 62Q: 3 clusters Score -1.021222e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 83886 members 
Entering Unmasked Estep 
Score: -10212296.000000 Penalty: 3691.608398
	Iteration 63Q: 3 clusters Score -1.02123e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 84070 members 
Entering Unmasked Estep 
Score: -10212391.000000 Penalty: 3691.608398
	Iteration 64Q: 3 clusters Score -1.021239e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 84232 members 
Entering Unmasked Estep 
Score: -10212461.000000 Penalty: 3691.608398
	Iteration 65Q: 3 clusters Score -1.021246e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 84361 members 
Entering Unmasked Estep 
Score: -10212515.000000 Penalty: 3691.608398
	Iteration 66Q: 3 clusters Score -1.021252e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 84464 members 
Entering Unmasked Estep 
Score: -10212584.000000 Penalty: 3691.608398
	Iteration 67Q: 3 clusters Score -1.021258e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 84550 members 
Entering Unmasked Estep 
Score: -10212624.000000 Penalty: 3691.608398
	Iteration 68Q: 3 clusters Score -1.021262e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 84620 members 
Entering Unmasked Estep 
Score: -10212656.000000 Penalty: 3691.608398
	Iteration 69Q: 3 clusters Score -1.021266e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 84671 members 
Entering Unmasked Estep 
Score: -10212678.000000 Penalty: 3691.608398
	Iteration 70Q: 3 clusters Score -1.021268e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 84709 members 
Entering Unmasked Estep 
Score: -10212682.000000 Penalty: 3691.608398
	Iteration 71Q: 3 clusters Score -1.021268e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 84751 members 
Entering Unmasked Estep 
Score: -10212702.000000 Penalty: 3691.608398
	Iteration 72Q: 3 clusters Score -1.02127e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 84794 members 
Entering Unmasked Estep 
Score: -10212728.000000 Penalty: 3691.608398
	Iteration 73Q: 3 clusters Score -1.021273e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 84825 members 
Entering Unmasked Estep 
Score: -10212753.000000 Penalty: 3691.608398
	Iteration 74Q: 3 clusters Score -1.021275e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 84854 members 
Entering Unmasked Estep 
Score: -10212752.000000 Penalty: 3691.608398
	Iteration 75Q: 3 clusters Score -1.021275e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 84877 members 
Entering Unmasked Estep 
Score: -10212762.000000 Penalty: 3691.608398
	Iteration 76Q: 3 clusters Score -1.021276e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 84905 members 
Entering Unmasked Estep 
Score: -10212765.000000 Penalty: 3691.608398
	Iteration 77Q: 3 clusters Score -1.021276e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 84924 members 
Entering Unmasked Estep 
Score: -10212782.000000 Penalty: 3691.608398
	Iteration 78Q: 3 clusters Score -1.021278e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 84943 members 
Entering Unmasked Estep 
Score: -10212788.000000 Penalty: 3691.608398
	Iteration 79Q: 3 clusters Score -1.021279e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 84958 members 
Entering Unmasked Estep 
Score: -10212811.000000 Penalty: 3691.608398
	Iteration 80F: 3 clusters Score -1.021281e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 84968 members 
Entering Unmasked Estep 
Score: -10212808.000000 Penalty: 3691.608398
	Iteration 81Q: 3 clusters Score -1.021281e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 84984 members 
Entering Unmasked Estep 
Score: -10212807.000000 Penalty: 3691.608398
	Iteration 82Q: 3 clusters Score -1.021281e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 84996 members 
Entering Unmasked Estep 
Score: -10212824.000000 Penalty: 3691.608398
	Iteration 83Q: 3 clusters Score -1.021282e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 85006 members 
Entering Unmasked Estep 
Score: -10212836.000000 Penalty: 3691.608398
	Iteration 84Q: 3 clusters Score -1.021284e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 85018 members 
Entering Unmasked Estep 
Score: -10212844.000000 Penalty: 3691.608398
	Iteration 85Q: 3 clusters Score -1.021284e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 85028 members 
Entering Unmasked Estep 
Score: -10212854.000000 Penalty: 3691.608398
	Iteration 86Q: 3 clusters Score -1.021285e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 85038 members 
Entering Unmasked Estep 
Score: -10212856.000000 Penalty: 3691.608398
	Iteration 87Q: 3 clusters Score -1.021286e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 85052 members 
Entering Unmasked Estep 
Score: -10212857.000000 Penalty: 3691.608398
	Iteration 88Q: 3 clusters Score -1.021286e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 85059 members 
Entering Unmasked Estep 
Score: -10212859.000000 Penalty: 3691.608398
	Iteration 89Q: 3 clusters Score -1.021286e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 85066 members 
Entering Unmasked Estep 
Score: -10212871.000000 Penalty: 3691.608398
	Iteration 90Q: 3 clusters Score -1.021287e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 85072 members 
Entering Unmasked Estep 
Score: -10212863.000000 Penalty: 3691.608398
	Iteration 91Q: 3 clusters Score -1.021286e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 85077 members 
Entering Unmasked Estep 
Score: -10212877.000000 Penalty: 3691.608398
	Iteration 92Q: 3 clusters Score -1.021288e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 85086 members 
Entering Unmasked Estep 
Score: -10212869.000000 Penalty: 3691.608398
	Iteration 93Q: 3 clusters Score -1.021287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 85090 members 
Entering Unmasked Estep 
Score: -10212876.000000 Penalty: 3691.608398
	Iteration 94Q: 3 clusters Score -1.021288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 85094 members 
Entering Unmasked Estep 
Score: -10212882.000000 Penalty: 3691.608398
	Iteration 95Q: 3 clusters Score -1.021288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 85098 members 
Entering Unmasked Estep 
Score: -10212887.000000 Penalty: 3691.608398
	Iteration 96Q: 3 clusters Score -1.021289e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 85104 members 
Entering Unmasked Estep 
Score: -10212884.000000 Penalty: 3691.608398
	Iteration 97Q: 3 clusters Score -1.021288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 85108 members 
Entering Unmasked Estep 
Score: -10212887.000000 Penalty: 3691.608398
	Iteration 98Q: 3 clusters Score -1.021289e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 85110 members 
Entering Unmasked Estep 
Score: -10212892.000000 Penalty: 3691.608398
	Iteration 99Q: 3 clusters Score -1.021289e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 85111 members 
Entering Unmasked Estep 
Score: -10212890.000000 Penalty: 3691.608398
	Iteration 100F: 3 clusters Score -1.021289e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 85112 members 
Entering Unmasked Estep 
Score: -10212892.000000 Penalty: 3691.608398
	Iteration 101Q: 3 clusters Score -1.021289e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 85114 members 
Entering Unmasked Estep 
Score: -10212893.000000 Penalty: 3691.608398
	Iteration 102Q: 3 clusters Score -1.021289e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 85119 members 
Entering Unmasked Estep 
Score: -10212892.000000 Penalty: 3691.608398
	Iteration 103Q: 3 clusters Score -1.021289e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 85119 members 
Entering Unmasked Estep 
Score: -10212892.000000 Penalty: 3691.608398
	Iteration 104F: 3 clusters Score -1.021289e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (88554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88554 members 
Entering Unmasked Estep 
Score: -10528563.000000 Penalty: 1851.097290
	Iteration 0F: 2 clusters Score -1.052856e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44310 members 
Mstep: Class 2 contains 44244 members 
Entering Unmasked Estep 
Score: -10470026.000000 Penalty: 3702.194580
	Iteration 0F: 3 clusters Score -1.047003e+07 nChanged 42379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43865 members 
Mstep: Class 2 contains 44689 members 
Entering Unmasked Estep 
Score: -10493865.000000 Penalty: 3702.194580
	Iteration 1F: 3 clusters Score -1.049386e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43568 members 
Mstep: Class 2 contains 44986 members 
Entering Unmasked Estep 
Score: -10494356.000000 Penalty: 3702.194580
	Iteration 2Q: 3 clusters Score -1.049436e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43095 members 
Mstep: Class 2 contains 45459 members 
Entering Unmasked Estep 
Score: -10494717.000000 Penalty: 3702.194580
	Iteration 3Q: 3 clusters Score -1.049472e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42358 members 
Mstep: Class 2 contains 46196 members 
Entering Unmasked Estep 
Score: -10495215.000000 Penalty: 3702.194580
	Iteration 4Q: 3 clusters Score -1.049522e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41335 members 
Mstep: Class 2 contains 47219 members 
Entering Unmasked Estep 
Score: -10495862.000000 Penalty: 3702.194580
	Iteration 5Q: 3 clusters Score -1.049586e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39894 members 
Mstep: Class 2 contains 48660 members 
Entering Unmasked Estep 
Score: -10496862.000000 Penalty: 3702.194580
	Iteration 6Q: 3 clusters Score -1.049686e+07 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37830 members 
Mstep: Class 2 contains 50724 members 
Entering Unmasked Estep 
Score: -10498583.000000 Penalty: 3702.194580
	Iteration 7Q: 3 clusters Score -1.049858e+07 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34994 members 
Mstep: Class 2 contains 53560 members 
Entering Unmasked Estep 
Score: -10501442.000000 Penalty: 3702.194580
	Iteration 8F: 3 clusters Score -1.050144e+07 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 57244 members 
Entering Unmasked Estep 
Score: -10506260.000000 Penalty: 3702.194580
	Iteration 9F: 3 clusters Score -1.050626e+07 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27643 members 
Mstep: Class 2 contains 60911 members 
Entering Unmasked Estep 
Score: -10512952.000000 Penalty: 3702.194580
	Iteration 10F: 3 clusters Score -1.051295e+07 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 63332 members 
Entering Unmasked Estep 
Score: -10519269.000000 Penalty: 3702.194580
	Iteration 11F: 3 clusters Score -1.051927e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 64285 members 
Entering Unmasked Estep 
Score: -10521789.000000 Penalty: 3702.194580
	Iteration 12Q: 3 clusters Score -1.052179e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 64841 members 
Entering Unmasked Estep 
Score: -10522490.000000 Penalty: 3702.194580
	Iteration 13Q: 3 clusters Score -1.052249e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 65373 members 
Entering Unmasked Estep 
Score: -10522874.000000 Penalty: 3702.194580
	Iteration 14Q: 3 clusters Score -1.052287e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 65872 members 
Entering Unmasked Estep 
Score: -10523191.000000 Penalty: 3702.194580
	Iteration 15Q: 3 clusters Score -1.052319e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 66322 members 
Entering Unmasked Estep 
Score: -10523354.000000 Penalty: 3702.194580
	Iteration 16Q: 3 clusters Score -1.052335e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 66746 members 
Entering Unmasked Estep 
Score: -10523526.000000 Penalty: 3702.194580
	Iteration 17Q: 3 clusters Score -1.052353e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 67190 members 
Entering Unmasked Estep 
Score: -10523662.000000 Penalty: 3702.194580
	Iteration 18Q: 3 clusters Score -1.052366e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 67678 members 
Entering Unmasked Estep 
Score: -10523827.000000 Penalty: 3702.194580
	Iteration 19Q: 3 clusters Score -1.052383e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 68174 members 
Entering Unmasked Estep 
Score: -10523986.000000 Penalty: 3702.194580
	Iteration 20F: 3 clusters Score -1.052399e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 68677 members 
Entering Unmasked Estep 
Score: -10524087.000000 Penalty: 3702.194580
	Iteration 21Q: 3 clusters Score -1.052409e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 69199 members 
Entering Unmasked Estep 
Score: -10524226.000000 Penalty: 3702.194580
	Iteration 22Q: 3 clusters Score -1.052423e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 69714 members 
Entering Unmasked Estep 
Score: -10524333.000000 Penalty: 3702.194580
	Iteration 23Q: 3 clusters Score -1.052433e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 70190 members 
Entering Unmasked Estep 
Score: -10524432.000000 Penalty: 3702.194580
	Iteration 24Q: 3 clusters Score -1.052443e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 70678 members 
Entering Unmasked Estep 
Score: -10524604.000000 Penalty: 3702.194580
	Iteration 25Q: 3 clusters Score -1.05246e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 71206 members 
Entering Unmasked Estep 
Score: -10524698.000000 Penalty: 3702.194580
	Iteration 26Q: 3 clusters Score -1.05247e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 71734 members 
Entering Unmasked Estep 
Score: -10524846.000000 Penalty: 3702.194580
	Iteration 27Q: 3 clusters Score -1.052485e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 72262 members 
Entering Unmasked Estep 
Score: -10524929.000000 Penalty: 3702.194580
	Iteration 28Q: 3 clusters Score -1.052493e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 72796 members 
Entering Unmasked Estep 
Score: -10525085.000000 Penalty: 3702.194580
	Iteration 29Q: 3 clusters Score -1.052508e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 73352 members 
Entering Unmasked Estep 
Score: -10525177.000000 Penalty: 3702.194580
	Iteration 30Q: 3 clusters Score -1.052518e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 73884 members 
Entering Unmasked Estep 
Score: -10525276.000000 Penalty: 3702.194580
	Iteration 31Q: 3 clusters Score -1.052528e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 74431 members 
Entering Unmasked Estep 
Score: -10525476.000000 Penalty: 3702.194580
	Iteration 32Q: 3 clusters Score -1.052548e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 74983 members 
Entering Unmasked Estep 
Score: -10525618.000000 Penalty: 3702.194580
	Iteration 33Q: 3 clusters Score -1.052562e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 75555 members 
Entering Unmasked Estep 
Score: -10525736.000000 Penalty: 3702.194580
	Iteration 34Q: 3 clusters Score -1.052574e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 76095 members 
Entering Unmasked Estep 
Score: -10525878.000000 Penalty: 3702.194580
	Iteration 35Q: 3 clusters Score -1.052588e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 76667 members 
Entering Unmasked Estep 
Score: -10526002.000000 Penalty: 3702.194580
	Iteration 36Q: 3 clusters Score -1.0526e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 77247 members 
Entering Unmasked Estep 
Score: -10526167.000000 Penalty: 3702.194580
	Iteration 37Q: 3 clusters Score -1.052617e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 77789 members 
Entering Unmasked Estep 
Score: -10526253.000000 Penalty: 3702.194580
	Iteration 38Q: 3 clusters Score -1.052625e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 78338 members 
Entering Unmasked Estep 
Score: -10526379.000000 Penalty: 3702.194580
	Iteration 39Q: 3 clusters Score -1.052638e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 78877 members 
Entering Unmasked Estep 
Score: -10526476.000000 Penalty: 3702.194580
	Iteration 40F: 3 clusters Score -1.052648e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 79421 members 
Entering Unmasked Estep 
Score: -10526584.000000 Penalty: 3702.194580
	Iteration 41Q: 3 clusters Score -1.052658e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 79920 members 
Entering Unmasked Estep 
Score: -10526743.000000 Penalty: 3702.194580
	Iteration 42Q: 3 clusters Score -1.052674e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 80406 members 
Entering Unmasked Estep 
Score: -10526872.000000 Penalty: 3702.194580
	Iteration 43Q: 3 clusters Score -1.052687e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 80871 members 
Entering Unmasked Estep 
Score: -10526889.000000 Penalty: 3702.194580
	Iteration 44Q: 3 clusters Score -1.052689e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 81310 members 
Entering Unmasked Estep 
Score: -10526993.000000 Penalty: 3702.194580
	Iteration 45Q: 3 clusters Score -1.052699e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 81707 members 
Entering Unmasked Estep 
Score: -10527038.000000 Penalty: 3702.194580
	Iteration 46Q: 3 clusters Score -1.052704e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 82063 members 
Entering Unmasked Estep 
Score: -10527063.000000 Penalty: 3702.194580
	Iteration 47Q: 3 clusters Score -1.052706e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 82387 members 
Entering Unmasked Estep 
Score: -10527167.000000 Penalty: 3702.194580
	Iteration 48Q: 3 clusters Score -1.052717e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 82684 members 
Entering Unmasked Estep 
Score: -10527263.000000 Penalty: 3702.194580
	Iteration 49Q: 3 clusters Score -1.052726e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 82962 members 
Entering Unmasked Estep 
Score: -10527307.000000 Penalty: 3702.194580
	Iteration 50Q: 3 clusters Score -1.052731e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 83220 members 
Entering Unmasked Estep 
Score: -10527351.000000 Penalty: 3702.194580
	Iteration 51Q: 3 clusters Score -1.052735e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 83449 members 
Entering Unmasked Estep 
Score: -10527366.000000 Penalty: 3702.194580
	Iteration 52Q: 3 clusters Score -1.052737e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 83663 members 
Entering Unmasked Estep 
Score: -10527373.000000 Penalty: 3702.194580
	Iteration 53Q: 3 clusters Score -1.052737e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 83868 members 
Entering Unmasked Estep 
Score: -10527377.000000 Penalty: 3702.194580
	Iteration 54Q: 3 clusters Score -1.052738e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 84042 members 
Entering Unmasked Estep 
Score: -10527382.000000 Penalty: 3702.194580
	Iteration 55Q: 3 clusters Score -1.052738e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 84211 members 
Entering Unmasked Estep 
Score: -10527430.000000 Penalty: 3702.194580
	Iteration 56Q: 3 clusters Score -1.052743e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 84385 members 
Entering Unmasked Estep 
Score: -10527460.000000 Penalty: 3702.194580
	Iteration 57Q: 3 clusters Score -1.052746e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 84546 members 
Entering Unmasked Estep 
Score: -10527472.000000 Penalty: 3702.194580
	Iteration 58Q: 3 clusters Score -1.052747e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 84698 members 
Entering Unmasked Estep 
Score: -10527459.000000 Penalty: 3702.194580
	Iteration 59Q: 3 clusters Score -1.052746e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 84843 members 
Entering Unmasked Estep 
Score: -10527480.000000 Penalty: 3702.194580
	Iteration 60F: 3 clusters Score -1.052748e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 84977 members 
Entering Unmasked Estep 
Score: -10527463.000000 Penalty: 3702.194580
	Iteration 61Q: 3 clusters Score -1.052746e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 85106 members 
Entering Unmasked Estep 
Score: -10527471.000000 Penalty: 3702.194580
	Iteration 62Q: 3 clusters Score -1.052747e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 85212 members 
Entering Unmasked Estep 
Score: -10527499.000000 Penalty: 3702.194580
	Iteration 63Q: 3 clusters Score -1.05275e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 85312 members 
Entering Unmasked Estep 
Score: -10527493.000000 Penalty: 3702.194580
	Iteration 64Q: 3 clusters Score -1.052749e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 85408 members 
Entering Unmasked Estep 
Score: -10527505.000000 Penalty: 3702.194580
	Iteration 65Q: 3 clusters Score -1.05275e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 85503 members 
Entering Unmasked Estep 
Score: -10527500.000000 Penalty: 3702.194580
	Iteration 66Q: 3 clusters Score -1.05275e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 85586 members 
Entering Unmasked Estep 
Score: -10527528.000000 Penalty: 3702.194580
	Iteration 67Q: 3 clusters Score -1.052753e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 85650 members 
Entering Unmasked Estep 
Score: -10527523.000000 Penalty: 3702.194580
	Iteration 68Q: 3 clusters Score -1.052752e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 85706 members 
Entering Unmasked Estep 
Score: -10527525.000000 Penalty: 3702.194580
	Iteration 69Q: 3 clusters Score -1.052752e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 85753 members 
Entering Unmasked Estep 
Score: -10527535.000000 Penalty: 3702.194580
	Iteration 70Q: 3 clusters Score -1.052754e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 85792 members 
Entering Unmasked Estep 
Score: -10527538.000000 Penalty: 3702.194580
	Iteration 71Q: 3 clusters Score -1.052754e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 85830 members 
Entering Unmasked Estep 
Score: -10527548.000000 Penalty: 3702.194580
	Iteration 72Q: 3 clusters Score -1.052755e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 85858 members 
Entering Unmasked Estep 
Score: -10527541.000000 Penalty: 3702.194580
	Iteration 73Q: 3 clusters Score -1.052754e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 85892 members 
Entering Unmasked Estep 
Score: -10527548.000000 Penalty: 3702.194580
	Iteration 74Q: 3 clusters Score -1.052755e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 85917 members 
Entering Unmasked Estep 
Score: -10527555.000000 Penalty: 3702.194580
	Iteration 75Q: 3 clusters Score -1.052756e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 85937 members 
Entering Unmasked Estep 
Score: -10527544.000000 Penalty: 3702.194580
	Iteration 76Q: 3 clusters Score -1.052754e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 85960 members 
Entering Unmasked Estep 
Score: -10527536.000000 Penalty: 3702.194580
	Iteration 77Q: 3 clusters Score -1.052754e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 85983 members 
Entering Unmasked Estep 
Score: -10527530.000000 Penalty: 3702.194580
	Iteration 78Q: 3 clusters Score -1.052753e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 86001 members 
Entering Unmasked Estep 
Score: -10527520.000000 Penalty: 3702.194580
	Iteration 79Q: 3 clusters Score -1.052752e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 86025 members 
Entering Unmasked Estep 
Score: -10527531.000000 Penalty: 3702.194580
	Iteration 80F: 3 clusters Score -1.052753e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 86046 members 
Entering Unmasked Estep 
Score: -10527534.000000 Penalty: 3702.194580
	Iteration 81Q: 3 clusters Score -1.052753e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 86064 members 
Entering Unmasked Estep 
Score: -10527547.000000 Penalty: 3702.194580
	Iteration 82Q: 3 clusters Score -1.052755e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 86081 members 
Entering Unmasked Estep 
Score: -10527560.000000 Penalty: 3702.194580
	Iteration 83Q: 3 clusters Score -1.052756e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 86099 members 
Entering Unmasked Estep 
Score: -10527544.000000 Penalty: 3702.194580
	Iteration 84Q: 3 clusters Score -1.052754e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 86112 members 
Entering Unmasked Estep 
Score: -10527550.000000 Penalty: 3702.194580
	Iteration 85Q: 3 clusters Score -1.052755e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 86127 members 
Entering Unmasked Estep 
Score: -10527540.000000 Penalty: 3702.194580
	Iteration 86Q: 3 clusters Score -1.052754e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 86144 members 
Entering Unmasked Estep 
Score: -10527547.000000 Penalty: 3702.194580
	Iteration 87Q: 3 clusters Score -1.052755e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 86151 members 
Entering Unmasked Estep 
Score: -10527545.000000 Penalty: 3702.194580
	Iteration 88Q: 3 clusters Score -1.052754e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 86161 members 
Entering Unmasked Estep 
Score: -10527549.000000 Penalty: 3702.194580
	Iteration 89Q: 3 clusters Score -1.052755e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 86170 members 
Entering Unmasked Estep 
Score: -10527553.000000 Penalty: 3702.194580
	Iteration 90Q: 3 clusters Score -1.052755e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 86177 members 
Entering Unmasked Estep 
Score: -10527555.000000 Penalty: 3702.194580
	Iteration 91Q: 3 clusters Score -1.052756e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 86182 members 
Entering Unmasked Estep 
Score: -10527543.000000 Penalty: 3702.194580
	Iteration 92Q: 3 clusters Score -1.052754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 86182 members 
Entering Unmasked Estep 
Score: -10527544.000000 Penalty: 3702.194580
	Iteration 93Q: 3 clusters Score -1.052754e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 86185 members 
Entering Unmasked Estep 
Score: -10527546.000000 Penalty: 3702.194580
	Iteration 94Q: 3 clusters Score -1.052755e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 86190 members 
Entering Unmasked Estep 
Score: -10527543.000000 Penalty: 3702.194580
	Iteration 95Q: 3 clusters Score -1.052754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 86196 members 
Entering Unmasked Estep 
Score: -10527543.000000 Penalty: 3702.194580
	Iteration 96Q: 3 clusters Score -1.052754e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 86201 members 
Entering Unmasked Estep 
Score: -10527537.000000 Penalty: 3702.194580
	Iteration 97Q: 3 clusters Score -1.052754e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 86210 members 
Entering Unmasked Estep 
Score: -10527541.000000 Penalty: 3702.194580
	Iteration 98Q: 3 clusters Score -1.052754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 86216 members 
Entering Unmasked Estep 
Score: -10527533.000000 Penalty: 3702.194580
	Iteration 99Q: 3 clusters Score -1.052753e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 86223 members 
Entering Unmasked Estep 
Score: -10527533.000000 Penalty: 3702.194580
	Iteration 100F: 3 clusters Score -1.052753e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 86229 members 
Entering Unmasked Estep 
Score: -10527542.000000 Penalty: 3702.194580
	Iteration 101Q: 3 clusters Score -1.052754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 86233 members 
Entering Unmasked Estep 
Score: -10527545.000000 Penalty: 3702.194580
	Iteration 102Q: 3 clusters Score -1.052754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 86237 members 
Entering Unmasked Estep 
Score: -10527541.000000 Penalty: 3702.194580
	Iteration 103Q: 3 clusters Score -1.052754e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 86240 members 
Entering Unmasked Estep 
Score: -10527540.000000 Penalty: 3702.194580
	Iteration 104Q: 3 clusters Score -1.052754e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 86240 members 
Entering Unmasked Estep 
Score: -10527540.000000 Penalty: 3702.194580
	Iteration 105F: 3 clusters Score -1.052754e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (90102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90102 members 
Entering Unmasked Estep 
Score: -10602406.000000 Penalty: 1853.913452
	Iteration 0F: 2 clusters Score -1.060241e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44841 members 
Mstep: Class 2 contains 45261 members 
Entering Unmasked Estep 
Score: -10542368.000000 Penalty: 3707.826904
	Iteration 0F: 3 clusters Score -1.054237e+07 nChanged 43198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41783 members 
Mstep: Class 2 contains 48319 members 
Entering Unmasked Estep 
Score: -10567420.000000 Penalty: 3707.826904
	Iteration 1F: 3 clusters Score -1.056742e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 50231 members 
Entering Unmasked Estep 
Score: -10568231.000000 Penalty: 3707.826904
	Iteration 2Q: 3 clusters Score -1.056823e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36993 members 
Mstep: Class 2 contains 53109 members 
Entering Unmasked Estep 
Score: -10569486.000000 Penalty: 3707.826904
	Iteration 3Q: 3 clusters Score -1.056949e+07 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32764 members 
Mstep: Class 2 contains 57338 members 
Entering Unmasked Estep 
Score: -10571746.000000 Penalty: 3707.826904
	Iteration 4Q: 3 clusters Score -1.057175e+07 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 63318 members 
Entering Unmasked Estep 
Score: -10575732.000000 Penalty: 3707.826904
	Iteration 5F: 3 clusters Score -1.057573e+07 nChanged 7704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 71002 members 
Entering Unmasked Estep 
Score: -10582232.000000 Penalty: 3707.826904
	Iteration 6F: 3 clusters Score -1.058223e+07 nChanged 8021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 79017 members 
Entering Unmasked Estep 
Score: -10589811.000000 Penalty: 3707.826904
	Iteration 7F: 3 clusters Score -1.058981e+07 nChanged 6163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 85176 members 
Entering Unmasked Estep 
Score: -10595995.000000 Penalty: 3707.826904
	Iteration 8F: 3 clusters Score -1.0596e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 88378 members 
Entering Unmasked Estep 
Score: -10599130.000000 Penalty: 3707.826904
	Iteration 9Q: 3 clusters Score -1.059913e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 89546 members 
Entering Unmasked Estep 
Score: -10600182.000000 Penalty: 3707.826904
	Iteration 10Q: 3 clusters Score -1.060018e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 89852 members 
Entering Unmasked Estep 
Score: -10600533.000000 Penalty: 3707.826904
	Iteration 11Q: 3 clusters Score -1.060053e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 89931 members 
Entering Unmasked Estep 
Score: -10600663.000000 Penalty: 3707.826904
	Iteration 12Q: 3 clusters Score -1.060066e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 89953 members 
Entering Unmasked Estep 
Score: -10600713.000000 Penalty: 3707.826904
	Iteration 13Q: 3 clusters Score -1.060071e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 89964 members 
Entering Unmasked Estep 
Score: -10600736.000000 Penalty: 3707.826904
	Iteration 14Q: 3 clusters Score -1.060074e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 89969 members 
Entering Unmasked Estep 
Score: -10600755.000000 Penalty: 3707.826904
	Iteration 15Q: 3 clusters Score -1.060076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 89973 members 
Entering Unmasked Estep 
Score: -10600760.000000 Penalty: 3707.826904
	Iteration 16Q: 3 clusters Score -1.060076e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 89977 members 
Entering Unmasked Estep 
Score: -10600780.000000 Penalty: 3707.826904
	Iteration 17Q: 3 clusters Score -1.060078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 89978 members 
Entering Unmasked Estep 
Score: -10600777.000000 Penalty: 3707.826904
	Iteration 18Q: 3 clusters Score -1.060078e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 89981 members 
Entering Unmasked Estep 
Score: -10600784.000000 Penalty: 3707.826904
	Iteration 19Q: 3 clusters Score -1.060078e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 89982 members 
Entering Unmasked Estep 
Score: -10600791.000000 Penalty: 3707.826904
	Iteration 20F: 3 clusters Score -1.060079e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 89983 members 
Entering Unmasked Estep 
Score: -10600786.000000 Penalty: 3707.826904
	Iteration 21Q: 3 clusters Score -1.060079e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 89983 members 
Entering Unmasked Estep 
Score: -10600786.000000 Penalty: 3707.826904
	Iteration 22F: 3 clusters Score -1.060079e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (12887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Entering Unmasked Estep 
Score: -1507538.250000 Penalty: 1537.895752
	Iteration 0F: 2 clusters Score -1507538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1498576.250000 Penalty: 3075.791504
	Iteration 0F: 3 clusters Score -1498576 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1501425.875000 Penalty: 3075.791504
	Iteration 1F: 3 clusters Score -1501426 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1501647.625000 Penalty: 3075.791504
	Iteration 2Q: 3 clusters Score -1501648 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1501834.250000 Penalty: 3075.791504
	Iteration 3Q: 3 clusters Score -1501834 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1501974.375000 Penalty: 3075.791504
	Iteration 4Q: 3 clusters Score -1501974 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1502082.875000 Penalty: 3075.791504
	Iteration 5Q: 3 clusters Score -1502083 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1502180.625000 Penalty: 3075.791504
	Iteration 6Q: 3 clusters Score -1502181 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1502266.750000 Penalty: 3075.791504
	Iteration 7Q: 3 clusters Score -1502267 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1502350.000000 Penalty: 3075.791504
	Iteration 8Q: 3 clusters Score -1502350 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1502453.250000 Penalty: 3075.791504
	Iteration 9Q: 3 clusters Score -1502453 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1502575.125000 Penalty: 3075.791504
	Iteration 10Q: 3 clusters Score -1502575 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1502705.375000 Penalty: 3075.791504
	Iteration 11Q: 3 clusters Score -1502705 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1502852.250000 Penalty: 3075.791504
	Iteration 12Q: 3 clusters Score -1502852 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1503036.750000 Penalty: 3075.791504
	Iteration 13Q: 3 clusters Score -1503037 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1503282.875000 Penalty: 3075.791504
	Iteration 14Q: 3 clusters Score -1503283 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1503572.000000 Penalty: 3075.791504
	Iteration 15Q: 3 clusters Score -1503572 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1503893.000000 Penalty: 3075.791504
	Iteration 16Q: 3 clusters Score -1503893 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1504258.500000 Penalty: 3075.791504
	Iteration 17Q: 3 clusters Score -1504258 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1504628.125000 Penalty: 3075.791504
	Iteration 18Q: 3 clusters Score -1504628 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1504962.500000 Penalty: 3075.791504
	Iteration 19Q: 3 clusters Score -1504962 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1505189.250000 Penalty: 3075.791504
	Iteration 20F: 3 clusters Score -1505189 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1505339.625000 Penalty: 3075.791504
	Iteration 21Q: 3 clusters Score -1505340 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1505468.875000 Penalty: 3075.791504
	Iteration 22Q: 3 clusters Score -1505469 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1505574.625000 Penalty: 3075.791504
	Iteration 23Q: 3 clusters Score -1505575 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1505678.125000 Penalty: 3075.791504
	Iteration 24Q: 3 clusters Score -1505678 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1505763.500000 Penalty: 3075.791504
	Iteration 25Q: 3 clusters Score -1505764 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1505840.500000 Penalty: 3075.791504
	Iteration 26Q: 3 clusters Score -1505840 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1505910.375000 Penalty: 3075.791504
	Iteration 27Q: 3 clusters Score -1505910 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1505963.125000 Penalty: 3075.791504
	Iteration 28Q: 3 clusters Score -1505963 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1506012.750000 Penalty: 3075.791504
	Iteration 29Q: 3 clusters Score -1506013 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1506043.250000 Penalty: 3075.791504
	Iteration 30Q: 3 clusters Score -1506043 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1506056.125000 Penalty: 3075.791504
	Iteration 31Q: 3 clusters Score -1506056 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1506065.500000 Penalty: 3075.791504
	Iteration 32Q: 3 clusters Score -1506066 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1506070.750000 Penalty: 3075.791504
	Iteration 33Q: 3 clusters Score -1506071 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1506083.625000 Penalty: 3075.791504
	Iteration 34Q: 3 clusters Score -1506084 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1506096.250000 Penalty: 3075.791504
	Iteration 35Q: 3 clusters Score -1506096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1506100.375000 Penalty: 3075.791504
	Iteration 36Q: 3 clusters Score -1506100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1506104.250000 Penalty: 3075.791504
	Iteration 37Q: 3 clusters Score -1506104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1506108.625000 Penalty: 3075.791504
	Iteration 38Q: 3 clusters Score -1506109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1506108.875000 Penalty: 3075.791504
	Iteration 39Q: 3 clusters Score -1506109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1506111.625000 Penalty: 3075.791504
	Iteration 40F: 3 clusters Score -1506112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1506112.625000 Penalty: 3075.791504
	Iteration 41Q: 3 clusters Score -1506113 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1506119.125000 Penalty: 3075.791504
	Iteration 42Q: 3 clusters Score -1506119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1506119.750000 Penalty: 3075.791504
	Iteration 43Q: 3 clusters Score -1506120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1506118.250000 Penalty: 3075.791504
	Iteration 44Q: 3 clusters Score -1506118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1506116.000000 Penalty: 3075.791504
	Iteration 45Q: 3 clusters Score -1506116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1506116.000000 Penalty: 3075.791504
	Iteration 46F: 3 clusters Score -1506116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (80039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80039 members 
Entering Unmasked Estep 
Score: -9078541.000000 Penalty: 1834.668701
	Iteration 0F: 2 clusters Score -9078541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40227 members 
Mstep: Class 2 contains 39812 members 
Entering Unmasked Estep 
Score: -9025075.000000 Penalty: 3669.337402
	Iteration 0F: 3 clusters Score -9025075 nChanged 38051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43538 members 
Mstep: Class 2 contains 36501 members 
Entering Unmasked Estep 
Score: -9047732.000000 Penalty: 3669.337402
	Iteration 1F: 3 clusters Score -9047732 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45564 members 
Mstep: Class 2 contains 34475 members 
Entering Unmasked Estep 
Score: -9049054.000000 Penalty: 3669.337402
	Iteration 2Q: 3 clusters Score -9049054 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48568 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -9051052.000000 Penalty: 3669.337402
	Iteration 3F: 3 clusters Score -9051052 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52644 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -9054017.000000 Penalty: 3669.337402
	Iteration 4F: 3 clusters Score -9054017 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57711 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -9058199.000000 Penalty: 3669.337402
	Iteration 5F: 3 clusters Score -9058199 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63142 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -9063158.000000 Penalty: 3669.337402
	Iteration 6F: 3 clusters Score -9063158 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68018 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -9067800.000000 Penalty: 3669.337402
	Iteration 7F: 3 clusters Score -9067800 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71530 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -9071162.000000 Penalty: 3669.337402
	Iteration 8Q: 3 clusters Score -9071162 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73679 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -9073101.000000 Penalty: 3669.337402
	Iteration 9Q: 3 clusters Score -9073101 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75086 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -9074296.000000 Penalty: 3669.337402
	Iteration 10Q: 3 clusters Score -9074296 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76034 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -9075054.000000 Penalty: 3669.337402
	Iteration 11Q: 3 clusters Score -9075054 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76712 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -9075473.000000 Penalty: 3669.337402
	Iteration 12Q: 3 clusters Score -9075473 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77194 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -9075776.000000 Penalty: 3669.337402
	Iteration 13Q: 3 clusters Score -9075776 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77611 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -9076021.000000 Penalty: 3669.337402
	Iteration 14Q: 3 clusters Score -9076021 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77920 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -9076227.000000 Penalty: 3669.337402
	Iteration 15Q: 3 clusters Score -9076227 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78152 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -9076396.000000 Penalty: 3669.337402
	Iteration 16Q: 3 clusters Score -9076396 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78342 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -9076486.000000 Penalty: 3669.337402
	Iteration 17Q: 3 clusters Score -9076486 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78497 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -9076552.000000 Penalty: 3669.337402
	Iteration 18Q: 3 clusters Score -9076552 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78617 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -9076601.000000 Penalty: 3669.337402
	Iteration 19Q: 3 clusters Score -9076601 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78710 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -9076636.000000 Penalty: 3669.337402
	Iteration 20F: 3 clusters Score -9076636 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78808 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -9076695.000000 Penalty: 3669.337402
	Iteration 21Q: 3 clusters Score -9076695 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78884 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -9076727.000000 Penalty: 3669.337402
	Iteration 22Q: 3 clusters Score -9076727 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78952 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -9076767.000000 Penalty: 3669.337402
	Iteration 23Q: 3 clusters Score -9076767 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79002 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -9076768.000000 Penalty: 3669.337402
	Iteration 24Q: 3 clusters Score -9076768 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79040 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -9076780.000000 Penalty: 3669.337402
	Iteration 25Q: 3 clusters Score -9076780 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79079 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -9076794.000000 Penalty: 3669.337402
	Iteration 26Q: 3 clusters Score -9076794 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79116 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -9076823.000000 Penalty: 3669.337402
	Iteration 27Q: 3 clusters Score -9076823 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79153 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -9076856.000000 Penalty: 3669.337402
	Iteration 28Q: 3 clusters Score -9076856 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79189 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -9076865.000000 Penalty: 3669.337402
	Iteration 29Q: 3 clusters Score -9076865 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79217 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -9076875.000000 Penalty: 3669.337402
	Iteration 30Q: 3 clusters Score -9076875 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79246 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -9076886.000000 Penalty: 3669.337402
	Iteration 31Q: 3 clusters Score -9076886 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79268 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -9076896.000000 Penalty: 3669.337402
	Iteration 32Q: 3 clusters Score -9076896 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79290 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -9076909.000000 Penalty: 3669.337402
	Iteration 33Q: 3 clusters Score -9076909 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79314 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -9076912.000000 Penalty: 3669.337402
	Iteration 34Q: 3 clusters Score -9076912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79328 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -9076917.000000 Penalty: 3669.337402
	Iteration 35Q: 3 clusters Score -9076917 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79343 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -9076922.000000 Penalty: 3669.337402
	Iteration 36Q: 3 clusters Score -9076922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79352 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -9076923.000000 Penalty: 3669.337402
	Iteration 37Q: 3 clusters Score -9076923 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79364 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -9076918.000000 Penalty: 3669.337402
	Iteration 38Q: 3 clusters Score -9076918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79371 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -9076931.000000 Penalty: 3669.337402
	Iteration 39Q: 3 clusters Score -9076931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79378 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -9076937.000000 Penalty: 3669.337402
	Iteration 40F: 3 clusters Score -9076937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79385 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -9076929.000000 Penalty: 3669.337402
	Iteration 41Q: 3 clusters Score -9076929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79391 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -9076930.000000 Penalty: 3669.337402
	Iteration 42Q: 3 clusters Score -9076930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79392 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -9076930.000000 Penalty: 3669.337402
	Iteration 43Q: 3 clusters Score -9076930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79396 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -9076929.000000 Penalty: 3669.337402
	Iteration 44Q: 3 clusters Score -9076929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79399 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -9076938.000000 Penalty: 3669.337402
	Iteration 45Q: 3 clusters Score -9076938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79405 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -9076937.000000 Penalty: 3669.337402
	Iteration 46Q: 3 clusters Score -9076937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79413 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -9076939.000000 Penalty: 3669.337402
	Iteration 47Q: 3 clusters Score -9076939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79416 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -9076938.000000 Penalty: 3669.337402
	Iteration 48Q: 3 clusters Score -9076938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79419 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -9076934.000000 Penalty: 3669.337402
	Iteration 49Q: 3 clusters Score -9076934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79423 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -9076938.000000 Penalty: 3669.337402
	Iteration 50Q: 3 clusters Score -9076938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79429 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -9076944.000000 Penalty: 3669.337402
	Iteration 51Q: 3 clusters Score -9076944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79436 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -9076945.000000 Penalty: 3669.337402
	Iteration 52Q: 3 clusters Score -9076945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79441 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -9076942.000000 Penalty: 3669.337402
	Iteration 53Q: 3 clusters Score -9076942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79444 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -9076942.000000 Penalty: 3669.337402
	Iteration 54Q: 3 clusters Score -9076942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79447 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -9076950.000000 Penalty: 3669.337402
	Iteration 55Q: 3 clusters Score -9076950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79451 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -9076949.000000 Penalty: 3669.337402
	Iteration 56Q: 3 clusters Score -9076949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79457 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -9076952.000000 Penalty: 3669.337402
	Iteration 57Q: 3 clusters Score -9076952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79458 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -9076955.000000 Penalty: 3669.337402
	Iteration 58Q: 3 clusters Score -9076955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79461 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -9076953.000000 Penalty: 3669.337402
	Iteration 59Q: 3 clusters Score -9076953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79463 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -9076954.000000 Penalty: 3669.337402
	Iteration 60F: 3 clusters Score -9076954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79465 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -9076950.000000 Penalty: 3669.337402
	Iteration 61Q: 3 clusters Score -9076950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79467 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -9076953.000000 Penalty: 3669.337402
	Iteration 62Q: 3 clusters Score -9076953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79470 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -9076955.000000 Penalty: 3669.337402
	Iteration 63Q: 3 clusters Score -9076955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79470 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -9076955.000000 Penalty: 3669.337402
	Iteration 64F: 3 clusters Score -9076955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Entering Unmasked Estep 
Score: -31253.927734 Penalty: 946.725037
	Iteration 0F: 2 clusters Score -31253.93 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 167 members 
Entering Unmasked Estep 
Score: -30391.205078 Penalty: 1893.450073
	Iteration 0F: 3 clusters Score -30391.21 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -30675.943359 Penalty: 1893.450073
	Iteration 1F: 3 clusters Score -30675.94 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -30827.070312 Penalty: 1893.450073
	Iteration 2F: 3 clusters Score -30827.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -30973.740234 Penalty: 1893.450073
	Iteration 3F: 3 clusters Score -30973.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -30995.144531 Penalty: 1893.450073
	Iteration 4Q: 3 clusters Score -30995.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -31001.099609 Penalty: 1893.450073
	Iteration 5Q: 3 clusters Score -31001.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -31001.099609 Penalty: 1893.450073
	Iteration 6F: 3 clusters Score -31001.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -85575.234375 Penalty: 1090.657837
	Iteration 0F: 2 clusters Score -85575.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -84295.460938 Penalty: 2181.315674
	Iteration 0F: 3 clusters Score -84295.46 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -84624.460938 Penalty: 2181.315674
	Iteration 1F: 3 clusters Score -84624.46 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -84749.851562 Penalty: 2181.315674
	Iteration 2F: 3 clusters Score -84749.85 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -84804.234375 Penalty: 2181.315674
	Iteration 3Q: 3 clusters Score -84804.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -84828.031250 Penalty: 2181.315674
	Iteration 4Q: 3 clusters Score -84828.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -84854.906250 Penalty: 2181.315674
	Iteration 5Q: 3 clusters Score -84854.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -84870.992188 Penalty: 2181.315674
	Iteration 6Q: 3 clusters Score -84870.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -84889.484375 Penalty: 2181.315674
	Iteration 7Q: 3 clusters Score -84889.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -84903.265625 Penalty: 2181.315674
	Iteration 8Q: 3 clusters Score -84903.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -84921.031250 Penalty: 2181.315674
	Iteration 9Q: 3 clusters Score -84921.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -84931.640625 Penalty: 2181.315674
	Iteration 10Q: 3 clusters Score -84931.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -84962.148438 Penalty: 2181.315674
	Iteration 11Q: 3 clusters Score -84962.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -84982.984375 Penalty: 2181.315674
	Iteration 12Q: 3 clusters Score -84982.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -85006.414062 Penalty: 2181.315674
	Iteration 13Q: 3 clusters Score -85006.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -85026.015625 Penalty: 2181.315674
	Iteration 14Q: 3 clusters Score -85026.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -85036.750000 Penalty: 2181.315674
	Iteration 15Q: 3 clusters Score -85036.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -85042.687500 Penalty: 2181.315674
	Iteration 16Q: 3 clusters Score -85042.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -85045.039062 Penalty: 2181.315674
	Iteration 17Q: 3 clusters Score -85045.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -85045.304688 Penalty: 2181.315674
	Iteration 18Q: 3 clusters Score -85045.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -85045.304688 Penalty: 2181.315674
	Iteration 19F: 3 clusters Score -85045.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -36813.593750 Penalty: 1001.880371
	Iteration 0F: 2 clusters Score -36813.59 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 246 members 
Entering Unmasked Estep 
Score: -35778.609375 Penalty: 2003.760742
	Iteration 0F: 3 clusters Score -35778.61 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -36014.843750 Penalty: 2003.760742
	Iteration 1F: 3 clusters Score -36014.84 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -36201.320312 Penalty: 2003.760742
	Iteration 2F: 3 clusters Score -36201.32 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -36339.269531 Penalty: 2003.760742
	Iteration 3F: 3 clusters Score -36339.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -36412.750000 Penalty: 2003.760742
	Iteration 4Q: 3 clusters Score -36412.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -36471.945312 Penalty: 2003.760742
	Iteration 5Q: 3 clusters Score -36471.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -36502.777344 Penalty: 2003.760742
	Iteration 6Q: 3 clusters Score -36502.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -36520.000000 Penalty: 2003.760742
	Iteration 7Q: 3 clusters Score -36520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -36545.058594 Penalty: 2003.760742
	Iteration 8Q: 3 clusters Score -36545.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -36566.632812 Penalty: 2003.760742
	Iteration 9Q: 3 clusters Score -36566.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -36567.351562 Penalty: 2003.760742
	Iteration 10Q: 3 clusters Score -36567.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -36567.351562 Penalty: 2003.760742
	Iteration 11F: 3 clusters Score -36567.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (107272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107272 members 
Entering Unmasked Estep 
Score: -12666500.000000 Penalty: 1882.257568
	Iteration 0F: 2 clusters Score -1.26665e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53507 members 
Mstep: Class 2 contains 53765 members 
Entering Unmasked Estep 
Score: -12597632.000000 Penalty: 3764.515137
	Iteration 0F: 3 clusters Score -1.259763e+07 nChanged 51313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51512 members 
Mstep: Class 2 contains 55760 members 
Entering Unmasked Estep 
Score: -12627407.000000 Penalty: 3764.515137
	Iteration 1F: 3 clusters Score -1.262741e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50533 members 
Mstep: Class 2 contains 56739 members 
Entering Unmasked Estep 
Score: -12628079.000000 Penalty: 3764.515137
	Iteration 2Q: 3 clusters Score -1.262808e+07 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49184 members 
Mstep: Class 2 contains 58088 members 
Entering Unmasked Estep 
Score: -12629007.000000 Penalty: 3764.515137
	Iteration 3Q: 3 clusters Score -1.262901e+07 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47243 members 
Mstep: Class 2 contains 60029 members 
Entering Unmasked Estep 
Score: -12630311.000000 Penalty: 3764.515137
	Iteration 4Q: 3 clusters Score -1.263031e+07 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44733 members 
Mstep: Class 2 contains 62539 members 
Entering Unmasked Estep 
Score: -12632525.000000 Penalty: 3764.515137
	Iteration 5Q: 3 clusters Score -1.263252e+07 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41815 members 
Mstep: Class 2 contains 65457 members 
Entering Unmasked Estep 
Score: -12635732.000000 Penalty: 3764.515137
	Iteration 6F: 3 clusters Score -1.263573e+07 nChanged 6291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38928 members 
Mstep: Class 2 contains 68344 members 
Entering Unmasked Estep 
Score: -12640514.000000 Penalty: 3764.515137
	Iteration 7F: 3 clusters Score -1.264051e+07 nChanged 6878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 70424 members 
Entering Unmasked Estep 
Score: -12646086.000000 Penalty: 3764.515137
	Iteration 8F: 3 clusters Score -1.264609e+07 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35979 members 
Mstep: Class 2 contains 71293 members 
Entering Unmasked Estep 
Score: -12650503.000000 Penalty: 3764.515137
	Iteration 9F: 3 clusters Score -1.26505e+07 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35865 members 
Mstep: Class 2 contains 71407 members 
Entering Unmasked Estep 
Score: -12652744.000000 Penalty: 3764.515137
	Iteration 10Q: 3 clusters Score -1.265274e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35956 members 
Mstep: Class 2 contains 71316 members 
Entering Unmasked Estep 
Score: -12653934.000000 Penalty: 3764.515137
	Iteration 11Q: 3 clusters Score -1.265393e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36245 members 
Mstep: Class 2 contains 71027 members 
Entering Unmasked Estep 
Score: -12654943.000000 Penalty: 3764.515137
	Iteration 12Q: 3 clusters Score -1.265494e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 70531 members 
Entering Unmasked Estep 
Score: -12656098.000000 Penalty: 3764.515137
	Iteration 13Q: 3 clusters Score -1.26561e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37569 members 
Mstep: Class 2 contains 69703 members 
Entering Unmasked Estep 
Score: -12657420.000000 Penalty: 3764.515137
	Iteration 14Q: 3 clusters Score -1.265742e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38736 members 
Mstep: Class 2 contains 68536 members 
Entering Unmasked Estep 
Score: -12658877.000000 Penalty: 3764.515137
	Iteration 15Q: 3 clusters Score -1.265888e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 67111 members 
Entering Unmasked Estep 
Score: -12660290.000000 Penalty: 3764.515137
	Iteration 16Q: 3 clusters Score -1.266029e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41709 members 
Mstep: Class 2 contains 65563 members 
Entering Unmasked Estep 
Score: -12661753.000000 Penalty: 3764.515137
	Iteration 17Q: 3 clusters Score -1.266175e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43281 members 
Mstep: Class 2 contains 63991 members 
Entering Unmasked Estep 
Score: -12662944.000000 Penalty: 3764.515137
	Iteration 18Q: 3 clusters Score -1.266294e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44889 members 
Mstep: Class 2 contains 62383 members 
Entering Unmasked Estep 
Score: -12663775.000000 Penalty: 3764.515137
	Iteration 19Q: 3 clusters Score -1.266378e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46488 members 
Mstep: Class 2 contains 60784 members 
Entering Unmasked Estep 
Score: -12664359.000000 Penalty: 3764.515137
	Iteration 20F: 3 clusters Score -1.266436e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48336 members 
Mstep: Class 2 contains 58936 members 
Entering Unmasked Estep 
Score: -12664744.000000 Penalty: 3764.515137
	Iteration 21Q: 3 clusters Score -1.266474e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50295 members 
Mstep: Class 2 contains 56977 members 
Entering Unmasked Estep 
Score: -12664755.000000 Penalty: 3764.515137
	Iteration 22Q: 3 clusters Score -1.266476e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52395 members 
Mstep: Class 2 contains 54877 members 
Entering Unmasked Estep 
Score: -12664678.000000 Penalty: 3764.515137
	Iteration 23Q: 3 clusters Score -1.266468e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54766 members 
Mstep: Class 2 contains 52506 members 
Entering Unmasked Estep 
Score: -12664706.000000 Penalty: 3764.515137
	Iteration 24Q: 3 clusters Score -1.266471e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57145 members 
Mstep: Class 2 contains 50127 members 
Entering Unmasked Estep 
Score: -12664680.000000 Penalty: 3764.515137
	Iteration 25Q: 3 clusters Score -1.266468e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59619 members 
Mstep: Class 2 contains 47653 members 
Entering Unmasked Estep 
Score: -12664678.000000 Penalty: 3764.515137
	Iteration 26Q: 3 clusters Score -1.266468e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62128 members 
Mstep: Class 2 contains 45144 members 
Entering Unmasked Estep 
Score: -12664578.000000 Penalty: 3764.515137
	Iteration 27Q: 3 clusters Score -1.266458e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64518 members 
Mstep: Class 2 contains 42754 members 
Entering Unmasked Estep 
Score: -12664556.000000 Penalty: 3764.515137
	Iteration 28Q: 3 clusters Score -1.266456e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66796 members 
Mstep: Class 2 contains 40476 members 
Entering Unmasked Estep 
Score: -12664535.000000 Penalty: 3764.515137
	Iteration 29Q: 3 clusters Score -1.266454e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68943 members 
Mstep: Class 2 contains 38329 members 
Entering Unmasked Estep 
Score: -12664547.000000 Penalty: 3764.515137
	Iteration 30Q: 3 clusters Score -1.266455e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70871 members 
Mstep: Class 2 contains 36401 members 
Entering Unmasked Estep 
Score: -12664469.000000 Penalty: 3764.515137
	Iteration 31Q: 3 clusters Score -1.266447e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72490 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
Score: -12664399.000000 Penalty: 3764.515137
	Iteration 32Q: 3 clusters Score -1.26644e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73888 members 
Mstep: Class 2 contains 33384 members 
Entering Unmasked Estep 
Score: -12664341.000000 Penalty: 3764.515137
	Iteration 33Q: 3 clusters Score -1.266434e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75060 members 
Mstep: Class 2 contains 32212 members 
Entering Unmasked Estep 
Score: -12664274.000000 Penalty: 3764.515137
	Iteration 34Q: 3 clusters Score -1.266427e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76022 members 
Mstep: Class 2 contains 31250 members 
Entering Unmasked Estep 
Score: -12664173.000000 Penalty: 3764.515137
	Iteration 35Q: 3 clusters Score -1.266417e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76822 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -12664063.000000 Penalty: 3764.515137
	Iteration 36Q: 3 clusters Score -1.266406e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77460 members 
Mstep: Class 2 contains 29812 members 
Entering Unmasked Estep 
Score: -12664094.000000 Penalty: 3764.515137
	Iteration 37Q: 3 clusters Score -1.266409e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77964 members 
Mstep: Class 2 contains 29308 members 
Entering Unmasked Estep 
Score: -12664006.000000 Penalty: 3764.515137
	Iteration 38Q: 3 clusters Score -1.266401e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78293 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -12663947.000000 Penalty: 3764.515137
	Iteration 39Q: 3 clusters Score -1.266395e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78506 members 
Mstep: Class 2 contains 28766 members 
Entering Unmasked Estep 
Score: -12664357.000000 Penalty: 3764.515137
	Iteration 40F: 3 clusters Score -1.266436e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80196 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -12664585.000000 Penalty: 3764.515137
	Iteration 41Q: 3 clusters Score -1.266458e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81744 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -12664743.000000 Penalty: 3764.515137
	Iteration 42Q: 3 clusters Score -1.266474e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83317 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -12665085.000000 Penalty: 3764.515137
	Iteration 43Q: 3 clusters Score -1.266508e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84586 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -12665320.000000 Penalty: 3764.515137
	Iteration 44Q: 3 clusters Score -1.266532e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85588 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -12665540.000000 Penalty: 3764.515137
	Iteration 45Q: 3 clusters Score -1.266554e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86423 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -12665661.000000 Penalty: 3764.515137
	Iteration 46Q: 3 clusters Score -1.266566e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87155 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -12665782.000000 Penalty: 3764.515137
	Iteration 47Q: 3 clusters Score -1.266578e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87823 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -12665904.000000 Penalty: 3764.515137
	Iteration 48Q: 3 clusters Score -1.26659e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88455 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -12665964.000000 Penalty: 3764.515137
	Iteration 49Q: 3 clusters Score -1.266596e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89085 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -12666085.000000 Penalty: 3764.515137
	Iteration 50Q: 3 clusters Score -1.266608e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89688 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -12666053.000000 Penalty: 3764.515137
	Iteration 51Q: 3 clusters Score -1.266605e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90290 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -12666142.000000 Penalty: 3764.515137
	Iteration 52Q: 3 clusters Score -1.266614e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90823 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -12666133.000000 Penalty: 3764.515137
	Iteration 53Q: 3 clusters Score -1.266613e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91327 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -12666116.000000 Penalty: 3764.515137
	Iteration 54Q: 3 clusters Score -1.266612e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91869 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -12666149.000000 Penalty: 3764.515137
	Iteration 55Q: 3 clusters Score -1.266615e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92408 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -12666194.000000 Penalty: 3764.515137
	Iteration 56Q: 3 clusters Score -1.266619e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92990 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -12666193.000000 Penalty: 3764.515137
	Iteration 57Q: 3 clusters Score -1.266619e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93551 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -12666217.000000 Penalty: 3764.515137
	Iteration 58Q: 3 clusters Score -1.266622e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94039 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -12666156.000000 Penalty: 3764.515137
	Iteration 59Q: 3 clusters Score -1.266616e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94476 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -12666093.000000 Penalty: 3764.515137
	Iteration 60F: 3 clusters Score -1.266609e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94935 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -12666067.000000 Penalty: 3764.515137
	Iteration 61Q: 3 clusters Score -1.266607e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95348 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -12666088.000000 Penalty: 3764.515137
	Iteration 62Q: 3 clusters Score -1.266609e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95762 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -12666023.000000 Penalty: 3764.515137
	Iteration 63Q: 3 clusters Score -1.266602e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96091 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -12665989.000000 Penalty: 3764.515137
	Iteration 64Q: 3 clusters Score -1.266599e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96378 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -12665977.000000 Penalty: 3764.515137
	Iteration 65Q: 3 clusters Score -1.266598e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96621 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -12665967.000000 Penalty: 3764.515137
	Iteration 66Q: 3 clusters Score -1.266597e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96864 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -12665968.000000 Penalty: 3764.515137
	Iteration 67Q: 3 clusters Score -1.266597e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97147 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -12665922.000000 Penalty: 3764.515137
	Iteration 68Q: 3 clusters Score -1.266592e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97439 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -12665908.000000 Penalty: 3764.515137
	Iteration 69Q: 3 clusters Score -1.266591e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97706 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -12665834.000000 Penalty: 3764.515137
	Iteration 70Q: 3 clusters Score -1.266583e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97981 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -12665846.000000 Penalty: 3764.515137
	Iteration 71Q: 3 clusters Score -1.266585e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98221 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -12665842.000000 Penalty: 3764.515137
	Iteration 72Q: 3 clusters Score -1.266584e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98427 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -12665815.000000 Penalty: 3764.515137
	Iteration 73Q: 3 clusters Score -1.266582e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98662 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -12665780.000000 Penalty: 3764.515137
	Iteration 74Q: 3 clusters Score -1.266578e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98895 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -12665761.000000 Penalty: 3764.515137
	Iteration 75Q: 3 clusters Score -1.266576e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99112 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -12665727.000000 Penalty: 3764.515137
	Iteration 76Q: 3 clusters Score -1.266573e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99347 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -12665654.000000 Penalty: 3764.515137
	Iteration 77Q: 3 clusters Score -1.266565e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99575 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -12665661.000000 Penalty: 3764.515137
	Iteration 78Q: 3 clusters Score -1.266566e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99810 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -12665644.000000 Penalty: 3764.515137
	Iteration 79Q: 3 clusters Score -1.266564e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100024 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -12665622.000000 Penalty: 3764.515137
	Iteration 80F: 3 clusters Score -1.266562e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100237 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -12665607.000000 Penalty: 3764.515137
	Iteration 81Q: 3 clusters Score -1.266561e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100441 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -12665614.000000 Penalty: 3764.515137
	Iteration 82Q: 3 clusters Score -1.266561e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100630 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -12665603.000000 Penalty: 3764.515137
	Iteration 83Q: 3 clusters Score -1.26656e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100807 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -12665561.000000 Penalty: 3764.515137
	Iteration 84Q: 3 clusters Score -1.266556e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100986 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -12665550.000000 Penalty: 3764.515137
	Iteration 85Q: 3 clusters Score -1.266555e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101168 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -12665528.000000 Penalty: 3764.515137
	Iteration 86Q: 3 clusters Score -1.266553e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101338 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -12665526.000000 Penalty: 3764.515137
	Iteration 87Q: 3 clusters Score -1.266553e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101468 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -12665528.000000 Penalty: 3764.515137
	Iteration 88Q: 3 clusters Score -1.266553e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101622 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -12665487.000000 Penalty: 3764.515137
	Iteration 89Q: 3 clusters Score -1.266549e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101817 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -12665481.000000 Penalty: 3764.515137
	Iteration 90Q: 3 clusters Score -1.266548e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102006 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -12665485.000000 Penalty: 3764.515137
	Iteration 91Q: 3 clusters Score -1.266548e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102181 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -12665448.000000 Penalty: 3764.515137
	Iteration 92Q: 3 clusters Score -1.266545e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102323 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -12665401.000000 Penalty: 3764.515137
	Iteration 93Q: 3 clusters Score -1.26654e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102453 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -12665384.000000 Penalty: 3764.515137
	Iteration 94Q: 3 clusters Score -1.266538e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102582 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -12665375.000000 Penalty: 3764.515137
	Iteration 95Q: 3 clusters Score -1.266538e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102704 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -12665350.000000 Penalty: 3764.515137
	Iteration 96Q: 3 clusters Score -1.266535e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102825 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -12665364.000000 Penalty: 3764.515137
	Iteration 97Q: 3 clusters Score -1.266536e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102949 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -12665356.000000 Penalty: 3764.515137
	Iteration 98Q: 3 clusters Score -1.266536e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103094 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -12665343.000000 Penalty: 3764.515137
	Iteration 99Q: 3 clusters Score -1.266534e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103228 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -12665361.000000 Penalty: 3764.515137
	Iteration 100F: 3 clusters Score -1.266536e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103357 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -12665333.000000 Penalty: 3764.515137
	Iteration 101Q: 3 clusters Score -1.266533e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103495 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -12665312.000000 Penalty: 3764.515137
	Iteration 102Q: 3 clusters Score -1.266531e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103630 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -12665305.000000 Penalty: 3764.515137
	Iteration 103Q: 3 clusters Score -1.26653e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103751 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -12665329.000000 Penalty: 3764.515137
	Iteration 104Q: 3 clusters Score -1.266533e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103874 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -12665330.000000 Penalty: 3764.515137
	Iteration 105Q: 3 clusters Score -1.266533e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103973 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -12665307.000000 Penalty: 3764.515137
	Iteration 106Q: 3 clusters Score -1.266531e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104051 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -12665306.000000 Penalty: 3764.515137
	Iteration 107Q: 3 clusters Score -1.266531e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104129 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -12665326.000000 Penalty: 3764.515137
	Iteration 108Q: 3 clusters Score -1.266533e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104193 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -12665314.000000 Penalty: 3764.515137
	Iteration 109Q: 3 clusters Score -1.266531e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104244 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -12665295.000000 Penalty: 3764.515137
	Iteration 110Q: 3 clusters Score -1.26653e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104301 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -12665282.000000 Penalty: 3764.515137
	Iteration 111Q: 3 clusters Score -1.266528e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104359 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -12665281.000000 Penalty: 3764.515137
	Iteration 112Q: 3 clusters Score -1.266528e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104420 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -12665292.000000 Penalty: 3764.515137
	Iteration 113Q: 3 clusters Score -1.266529e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104486 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -12665268.000000 Penalty: 3764.515137
	Iteration 114Q: 3 clusters Score -1.266527e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104550 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -12665261.000000 Penalty: 3764.515137
	Iteration 115Q: 3 clusters Score -1.266526e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104618 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -12665248.000000 Penalty: 3764.515137
	Iteration 116Q: 3 clusters Score -1.266525e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104677 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -12665221.000000 Penalty: 3764.515137
	Iteration 117Q: 3 clusters Score -1.266522e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104722 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -12665216.000000 Penalty: 3764.515137
	Iteration 118Q: 3 clusters Score -1.266522e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104767 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -12665206.000000 Penalty: 3764.515137
	Iteration 119Q: 3 clusters Score -1.266521e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104811 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -12665187.000000 Penalty: 3764.515137
	Iteration 120F: 3 clusters Score -1.266519e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104862 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -12665210.000000 Penalty: 3764.515137
	Iteration 121Q: 3 clusters Score -1.266521e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104915 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -12665190.000000 Penalty: 3764.515137
	Iteration 122Q: 3 clusters Score -1.266519e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104976 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -12665176.000000 Penalty: 3764.515137
	Iteration 123Q: 3 clusters Score -1.266518e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105030 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -12665199.000000 Penalty: 3764.515137
	Iteration 124Q: 3 clusters Score -1.26652e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105085 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -12665198.000000 Penalty: 3764.515137
	Iteration 125Q: 3 clusters Score -1.26652e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105135 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -12665207.000000 Penalty: 3764.515137
	Iteration 126Q: 3 clusters Score -1.266521e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105194 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -12665190.000000 Penalty: 3764.515137
	Iteration 127Q: 3 clusters Score -1.266519e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105251 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -12665175.000000 Penalty: 3764.515137
	Iteration 128Q: 3 clusters Score -1.266518e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105309 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -12665150.000000 Penalty: 3764.515137
	Iteration 129Q: 3 clusters Score -1.266515e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105373 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -12665146.000000 Penalty: 3764.515137
	Iteration 130Q: 3 clusters Score -1.266515e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105419 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -12665154.000000 Penalty: 3764.515137
	Iteration 131Q: 3 clusters Score -1.266515e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105460 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -12665150.000000 Penalty: 3764.515137
	Iteration 132Q: 3 clusters Score -1.266515e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105506 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -12665159.000000 Penalty: 3764.515137
	Iteration 133Q: 3 clusters Score -1.266516e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105542 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -12665131.000000 Penalty: 3764.515137
	Iteration 134Q: 3 clusters Score -1.266513e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105588 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -12665134.000000 Penalty: 3764.515137
	Iteration 135Q: 3 clusters Score -1.266513e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105635 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -12665123.000000 Penalty: 3764.515137
	Iteration 136Q: 3 clusters Score -1.266512e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105685 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -12665142.000000 Penalty: 3764.515137
	Iteration 137Q: 3 clusters Score -1.266514e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105738 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -12665138.000000 Penalty: 3764.515137
	Iteration 138Q: 3 clusters Score -1.266514e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105771 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -12665139.000000 Penalty: 3764.515137
	Iteration 139Q: 3 clusters Score -1.266514e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105811 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -12665146.000000 Penalty: 3764.515137
	Iteration 140F: 3 clusters Score -1.266515e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105856 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -12665137.000000 Penalty: 3764.515137
	Iteration 141Q: 3 clusters Score -1.266514e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105893 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -12665133.000000 Penalty: 3764.515137
	Iteration 142Q: 3 clusters Score -1.266513e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105926 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -12665130.000000 Penalty: 3764.515137
	Iteration 143Q: 3 clusters Score -1.266513e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105962 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -12665138.000000 Penalty: 3764.515137
	Iteration 144Q: 3 clusters Score -1.266514e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105997 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -12665142.000000 Penalty: 3764.515137
	Iteration 145Q: 3 clusters Score -1.266514e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106026 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -12665118.000000 Penalty: 3764.515137
	Iteration 146Q: 3 clusters Score -1.266512e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106053 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -12665149.000000 Penalty: 3764.515137
	Iteration 147Q: 3 clusters Score -1.266515e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106079 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -12665150.000000 Penalty: 3764.515137
	Iteration 148Q: 3 clusters Score -1.266515e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106113 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -12665157.000000 Penalty: 3764.515137
	Iteration 149Q: 3 clusters Score -1.266516e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106150 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -12665150.000000 Penalty: 3764.515137
	Iteration 150Q: 3 clusters Score -1.266515e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106188 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -12665138.000000 Penalty: 3764.515137
	Iteration 151Q: 3 clusters Score -1.266514e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106220 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -12665153.000000 Penalty: 3764.515137
	Iteration 152Q: 3 clusters Score -1.266515e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106253 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -12665155.000000 Penalty: 3764.515137
	Iteration 153Q: 3 clusters Score -1.266516e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106276 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -12665155.000000 Penalty: 3764.515137
	Iteration 154Q: 3 clusters Score -1.266516e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106296 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -12665161.000000 Penalty: 3764.515137
	Iteration 155Q: 3 clusters Score -1.266516e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106313 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -12665167.000000 Penalty: 3764.515137
	Iteration 156Q: 3 clusters Score -1.266517e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106326 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -12665181.000000 Penalty: 3764.515137
	Iteration 157Q: 3 clusters Score -1.266518e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106341 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -12665191.000000 Penalty: 3764.515137
	Iteration 158Q: 3 clusters Score -1.266519e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106351 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -12665183.000000 Penalty: 3764.515137
	Iteration 159Q: 3 clusters Score -1.266518e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106359 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -12665184.000000 Penalty: 3764.515137
	Iteration 160F: 3 clusters Score -1.266518e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106364 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -12665177.000000 Penalty: 3764.515137
	Iteration 161Q: 3 clusters Score -1.266518e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106372 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -12665180.000000 Penalty: 3764.515137
	Iteration 162Q: 3 clusters Score -1.266518e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106380 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -12665189.000000 Penalty: 3764.515137
	Iteration 163Q: 3 clusters Score -1.266519e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106386 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -12665203.000000 Penalty: 3764.515137
	Iteration 164Q: 3 clusters Score -1.26652e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106390 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -12665210.000000 Penalty: 3764.515137
	Iteration 165Q: 3 clusters Score -1.266521e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106395 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -12665205.000000 Penalty: 3764.515137
	Iteration 166Q: 3 clusters Score -1.26652e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106402 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -12665210.000000 Penalty: 3764.515137
	Iteration 167Q: 3 clusters Score -1.266521e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106402 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -12665210.000000 Penalty: 3764.515137
	Iteration 168F: 3 clusters Score -1.266521e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Entering Unmasked Estep 
Score: -95354.304688 Penalty: 1124.127197
	Iteration 0F: 2 clusters Score -95354.3 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 487 members 
Entering Unmasked Estep 
Score: -93951.445312 Penalty: 2248.254395
	Iteration 0F: 3 clusters Score -93951.45 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -94318.640625 Penalty: 2248.254395
	Iteration 1F: 3 clusters Score -94318.64 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -94443.148438 Penalty: 2248.254395
	Iteration 2F: 3 clusters Score -94443.15 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -94524.656250 Penalty: 2248.254395
	Iteration 3Q: 3 clusters Score -94524.66 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -94607.984375 Penalty: 2248.254395
	Iteration 4F: 3 clusters Score -94607.98 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -94680.968750 Penalty: 2248.254395
	Iteration 5Q: 3 clusters Score -94680.97 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -94770.125000 Penalty: 2248.254395
	Iteration 6Q: 3 clusters Score -94770.12 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -94876.765625 Penalty: 2248.254395
	Iteration 7Q: 3 clusters Score -94876.77 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -94968.226562 Penalty: 2248.254395
	Iteration 8Q: 3 clusters Score -94968.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -95013.156250 Penalty: 2248.254395
	Iteration 9Q: 3 clusters Score -95013.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -95043.101562 Penalty: 2248.254395
	Iteration 10Q: 3 clusters Score -95043.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -95074.593750 Penalty: 2248.254395
	Iteration 11Q: 3 clusters Score -95074.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -95089.945312 Penalty: 2248.254395
	Iteration 12Q: 3 clusters Score -95089.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -95093.187500 Penalty: 2248.254395
	Iteration 13Q: 3 clusters Score -95093.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -95094.585938 Penalty: 2248.254395
	Iteration 14Q: 3 clusters Score -95094.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -95098.710938 Penalty: 2248.254395
	Iteration 15Q: 3 clusters Score -95098.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -95108.921875 Penalty: 2248.254395
	Iteration 16Q: 3 clusters Score -95108.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -95111.156250 Penalty: 2248.254395
	Iteration 17Q: 3 clusters Score -95111.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -95131.250000 Penalty: 2248.254395
	Iteration 18F: 3 clusters Score -95131.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -95159.109375 Penalty: 2248.254395
	Iteration 19Q: 3 clusters Score -95159.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -95173.281250 Penalty: 2248.254395
	Iteration 20F: 3 clusters Score -95173.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -95179.656250 Penalty: 2248.254395
	Iteration 21Q: 3 clusters Score -95179.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -95187.757812 Penalty: 2248.254395
	Iteration 22Q: 3 clusters Score -95187.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -95197.578125 Penalty: 2248.254395
	Iteration 23Q: 3 clusters Score -95197.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -95202.789062 Penalty: 2248.254395
	Iteration 24Q: 3 clusters Score -95202.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -95204.039062 Penalty: 2248.254395
	Iteration 25Q: 3 clusters Score -95204.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -95204.039062 Penalty: 2248.254395
	Iteration 26F: 3 clusters Score -95204.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (73724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73724 members 
Entering Unmasked Estep 
Score: -8691275.000000 Penalty: 1821.313721
	Iteration 0F: 2 clusters Score -8691275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36812 members 
Mstep: Class 2 contains 36912 members 
Entering Unmasked Estep 
Score: -8642280.000000 Penalty: 3642.627441
	Iteration 0F: 3 clusters Score -8642280 nChanged 35036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 37836 members 
Entering Unmasked Estep 
Score: -8661768.000000 Penalty: 3642.627441
	Iteration 1F: 3 clusters Score -8661768 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35423 members 
Mstep: Class 2 contains 38301 members 
Entering Unmasked Estep 
Score: -8662166.000000 Penalty: 3642.627441
	Iteration 2Q: 3 clusters Score -8662166 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 38973 members 
Entering Unmasked Estep 
Score: -8662547.000000 Penalty: 3642.627441
	Iteration 3Q: 3 clusters Score -8662547 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -8663024.000000 Penalty: 3642.627441
	Iteration 4Q: 3 clusters Score -8663024 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32288 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -8663597.000000 Penalty: 3642.627441
	Iteration 5Q: 3 clusters Score -8663597 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 43554 members 
Entering Unmasked Estep 
Score: -8664647.000000 Penalty: 3642.627441
	Iteration 6Q: 3 clusters Score -8664647 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27061 members 
Mstep: Class 2 contains 46663 members 
Entering Unmasked Estep 
Score: -8666520.000000 Penalty: 3642.627441
	Iteration 7F: 3 clusters Score -8666520 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 50757 members 
Entering Unmasked Estep 
Score: -8669522.000000 Penalty: 3642.627441
	Iteration 8F: 3 clusters Score -8669522 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 55668 members 
Entering Unmasked Estep 
Score: -8673985.000000 Penalty: 3642.627441
	Iteration 9F: 3 clusters Score -8673985 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 60185 members 
Entering Unmasked Estep 
Score: -8679072.000000 Penalty: 3642.627441
	Iteration 10F: 3 clusters Score -8679072 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 63128 members 
Entering Unmasked Estep 
Score: -8683775.000000 Penalty: 3642.627441
	Iteration 11F: 3 clusters Score -8683775 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 64056 members 
Entering Unmasked Estep 
Score: -8686801.000000 Penalty: 3642.627441
	Iteration 12Q: 3 clusters Score -8686801 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 64114 members 
Entering Unmasked Estep 
Score: -8688101.000000 Penalty: 3642.627441
	Iteration 13Q: 3 clusters Score -8688101 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 64073 members 
Entering Unmasked Estep 
Score: -8688730.000000 Penalty: 3642.627441
	Iteration 14Q: 3 clusters Score -8688730 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 64004 members 
Entering Unmasked Estep 
Score: -8689087.000000 Penalty: 3642.627441
	Iteration 15Q: 3 clusters Score -8689087 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 63913 members 
Entering Unmasked Estep 
Score: -8689337.000000 Penalty: 3642.627441
	Iteration 16Q: 3 clusters Score -8689337 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 63823 members 
Entering Unmasked Estep 
Score: -8689465.000000 Penalty: 3642.627441
	Iteration 17Q: 3 clusters Score -8689465 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 63716 members 
Entering Unmasked Estep 
Score: -8689539.000000 Penalty: 3642.627441
	Iteration 18Q: 3 clusters Score -8689539 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 63635 members 
Entering Unmasked Estep 
Score: -8689579.000000 Penalty: 3642.627441
	Iteration 19Q: 3 clusters Score -8689579 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 63539 members 
Entering Unmasked Estep 
Score: -8689610.000000 Penalty: 3642.627441
	Iteration 20F: 3 clusters Score -8689610 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 63439 members 
Entering Unmasked Estep 
Score: -8689599.000000 Penalty: 3642.627441
	Iteration 21Q: 3 clusters Score -8689599 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 63345 members 
Entering Unmasked Estep 
Score: -8689625.000000 Penalty: 3642.627441
	Iteration 22Q: 3 clusters Score -8689625 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 63272 members 
Entering Unmasked Estep 
Score: -8689652.000000 Penalty: 3642.627441
	Iteration 23Q: 3 clusters Score -8689652 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 63216 members 
Entering Unmasked Estep 
Score: -8689657.000000 Penalty: 3642.627441
	Iteration 24Q: 3 clusters Score -8689657 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 63166 members 
Entering Unmasked Estep 
Score: -8689681.000000 Penalty: 3642.627441
	Iteration 25Q: 3 clusters Score -8689681 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 63125 members 
Entering Unmasked Estep 
Score: -8689661.000000 Penalty: 3642.627441
	Iteration 26Q: 3 clusters Score -8689661 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 63091 members 
Entering Unmasked Estep 
Score: -8689643.000000 Penalty: 3642.627441
	Iteration 27Q: 3 clusters Score -8689643 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 63061 members 
Entering Unmasked Estep 
Score: -8689659.000000 Penalty: 3642.627441
	Iteration 28Q: 3 clusters Score -8689659 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 63033 members 
Entering Unmasked Estep 
Score: -8689651.000000 Penalty: 3642.627441
	Iteration 29Q: 3 clusters Score -8689651 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 63008 members 
Entering Unmasked Estep 
Score: -8689640.000000 Penalty: 3642.627441
	Iteration 30Q: 3 clusters Score -8689640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 62990 members 
Entering Unmasked Estep 
Score: -8689639.000000 Penalty: 3642.627441
	Iteration 31Q: 3 clusters Score -8689639 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 62976 members 
Entering Unmasked Estep 
Score: -8689630.000000 Penalty: 3642.627441
	Iteration 32Q: 3 clusters Score -8689630 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 62952 members 
Entering Unmasked Estep 
Score: -8689622.000000 Penalty: 3642.627441
	Iteration 33Q: 3 clusters Score -8689622 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 62920 members 
Entering Unmasked Estep 
Score: -8689614.000000 Penalty: 3642.627441
	Iteration 34Q: 3 clusters Score -8689614 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 62877 members 
Entering Unmasked Estep 
Score: -8689623.000000 Penalty: 3642.627441
	Iteration 35Q: 3 clusters Score -8689623 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 62836 members 
Entering Unmasked Estep 
Score: -8689610.000000 Penalty: 3642.627441
	Iteration 36Q: 3 clusters Score -8689610 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 62776 members 
Entering Unmasked Estep 
Score: -8689620.000000 Penalty: 3642.627441
	Iteration 37Q: 3 clusters Score -8689620 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 62723 members 
Entering Unmasked Estep 
Score: -8689628.000000 Penalty: 3642.627441
	Iteration 38Q: 3 clusters Score -8689628 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 62674 members 
Entering Unmasked Estep 
Score: -8689622.000000 Penalty: 3642.627441
	Iteration 39Q: 3 clusters Score -8689622 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 62619 members 
Entering Unmasked Estep 
Score: -8689624.000000 Penalty: 3642.627441
	Iteration 40F: 3 clusters Score -8689624 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 62565 members 
Entering Unmasked Estep 
Score: -8689615.000000 Penalty: 3642.627441
	Iteration 41Q: 3 clusters Score -8689615 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 62512 members 
Entering Unmasked Estep 
Score: -8689603.000000 Penalty: 3642.627441
	Iteration 42Q: 3 clusters Score -8689603 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 62472 members 
Entering Unmasked Estep 
Score: -8689593.000000 Penalty: 3642.627441
	Iteration 43Q: 3 clusters Score -8689593 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 62430 members 
Entering Unmasked Estep 
Score: -8689598.000000 Penalty: 3642.627441
	Iteration 44Q: 3 clusters Score -8689598 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 62402 members 
Entering Unmasked Estep 
Score: -8689600.000000 Penalty: 3642.627441
	Iteration 45Q: 3 clusters Score -8689600 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 62377 members 
Entering Unmasked Estep 
Score: -8689593.000000 Penalty: 3642.627441
	Iteration 46Q: 3 clusters Score -8689593 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 62349 members 
Entering Unmasked Estep 
Score: -8689580.000000 Penalty: 3642.627441
	Iteration 47Q: 3 clusters Score -8689580 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 62314 members 
Entering Unmasked Estep 
Score: -8689589.000000 Penalty: 3642.627441
	Iteration 48Q: 3 clusters Score -8689589 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 62285 members 
Entering Unmasked Estep 
Score: -8689600.000000 Penalty: 3642.627441
	Iteration 49Q: 3 clusters Score -8689600 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 62254 members 
Entering Unmasked Estep 
Score: -8689586.000000 Penalty: 3642.627441
	Iteration 50Q: 3 clusters Score -8689586 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 62230 members 
Entering Unmasked Estep 
Score: -8689599.000000 Penalty: 3642.627441
	Iteration 51Q: 3 clusters Score -8689599 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 62209 members 
Entering Unmasked Estep 
Score: -8689596.000000 Penalty: 3642.627441
	Iteration 52Q: 3 clusters Score -8689596 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 62190 members 
Entering Unmasked Estep 
Score: -8689585.000000 Penalty: 3642.627441
	Iteration 53Q: 3 clusters Score -8689585 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 62172 members 
Entering Unmasked Estep 
Score: -8689589.000000 Penalty: 3642.627441
	Iteration 54Q: 3 clusters Score -8689589 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 62156 members 
Entering Unmasked Estep 
Score: -8689582.000000 Penalty: 3642.627441
	Iteration 55Q: 3 clusters Score -8689582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 62148 members 
Entering Unmasked Estep 
Score: -8689579.000000 Penalty: 3642.627441
	Iteration 56Q: 3 clusters Score -8689579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 62140 members 
Entering Unmasked Estep 
Score: -8689579.000000 Penalty: 3642.627441
	Iteration 57Q: 3 clusters Score -8689579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 62129 members 
Entering Unmasked Estep 
Score: -8689586.000000 Penalty: 3642.627441
	Iteration 58Q: 3 clusters Score -8689586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 62121 members 
Entering Unmasked Estep 
Score: -8689583.000000 Penalty: 3642.627441
	Iteration 59Q: 3 clusters Score -8689583 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 62110 members 
Entering Unmasked Estep 
Score: -8689579.000000 Penalty: 3642.627441
	Iteration 60F: 3 clusters Score -8689579 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 62096 members 
Entering Unmasked Estep 
Score: -8689582.000000 Penalty: 3642.627441
	Iteration 61Q: 3 clusters Score -8689582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 62082 members 
Entering Unmasked Estep 
Score: -8689588.000000 Penalty: 3642.627441
	Iteration 62Q: 3 clusters Score -8689588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 62073 members 
Entering Unmasked Estep 
Score: -8689584.000000 Penalty: 3642.627441
	Iteration 63Q: 3 clusters Score -8689584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 62062 members 
Entering Unmasked Estep 
Score: -8689581.000000 Penalty: 3642.627441
	Iteration 64Q: 3 clusters Score -8689581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 62056 members 
Entering Unmasked Estep 
Score: -8689581.000000 Penalty: 3642.627441
	Iteration 65Q: 3 clusters Score -8689581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 62049 members 
Entering Unmasked Estep 
Score: -8689585.000000 Penalty: 3642.627441
	Iteration 66Q: 3 clusters Score -8689585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 62042 members 
Entering Unmasked Estep 
Score: -8689575.000000 Penalty: 3642.627441
	Iteration 67Q: 3 clusters Score -8689575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 62033 members 
Entering Unmasked Estep 
Score: -8689580.000000 Penalty: 3642.627441
	Iteration 68Q: 3 clusters Score -8689580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 62023 members 
Entering Unmasked Estep 
Score: -8689575.000000 Penalty: 3642.627441
	Iteration 69Q: 3 clusters Score -8689575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 62014 members 
Entering Unmasked Estep 
Score: -8689579.000000 Penalty: 3642.627441
	Iteration 70Q: 3 clusters Score -8689579 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 62002 members 
Entering Unmasked Estep 
Score: -8689586.000000 Penalty: 3642.627441
	Iteration 71Q: 3 clusters Score -8689586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 61993 members 
Entering Unmasked Estep 
Score: -8689583.000000 Penalty: 3642.627441
	Iteration 72Q: 3 clusters Score -8689583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 61983 members 
Entering Unmasked Estep 
Score: -8689588.000000 Penalty: 3642.627441
	Iteration 73Q: 3 clusters Score -8689588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 61974 members 
Entering Unmasked Estep 
Score: -8689597.000000 Penalty: 3642.627441
	Iteration 74Q: 3 clusters Score -8689597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 61967 members 
Entering Unmasked Estep 
Score: -8689595.000000 Penalty: 3642.627441
	Iteration 75Q: 3 clusters Score -8689595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 61959 members 
Entering Unmasked Estep 
Score: -8689604.000000 Penalty: 3642.627441
	Iteration 76Q: 3 clusters Score -8689604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 61945 members 
Entering Unmasked Estep 
Score: -8689588.000000 Penalty: 3642.627441
	Iteration 77Q: 3 clusters Score -8689588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 61934 members 
Entering Unmasked Estep 
Score: -8689590.000000 Penalty: 3642.627441
	Iteration 78Q: 3 clusters Score -8689590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 61915 members 
Entering Unmasked Estep 
Score: -8689590.000000 Penalty: 3642.627441
	Iteration 79Q: 3 clusters Score -8689590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 61899 members 
Entering Unmasked Estep 
Score: -8689578.000000 Penalty: 3642.627441
	Iteration 80F: 3 clusters Score -8689578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 61887 members 
Entering Unmasked Estep 
Score: -8689577.000000 Penalty: 3642.627441
	Iteration 81Q: 3 clusters Score -8689577 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 61872 members 
Entering Unmasked Estep 
Score: -8689579.000000 Penalty: 3642.627441
	Iteration 82Q: 3 clusters Score -8689579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 61863 members 
Entering Unmasked Estep 
Score: -8689574.000000 Penalty: 3642.627441
	Iteration 83Q: 3 clusters Score -8689574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 61861 members 
Entering Unmasked Estep 
Score: -8689572.000000 Penalty: 3642.627441
	Iteration 84Q: 3 clusters Score -8689572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 61859 members 
Entering Unmasked Estep 
Score: -8689567.000000 Penalty: 3642.627441
	Iteration 85Q: 3 clusters Score -8689567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 61856 members 
Entering Unmasked Estep 
Score: -8689575.000000 Penalty: 3642.627441
	Iteration 86Q: 3 clusters Score -8689575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 61854 members 
Entering Unmasked Estep 
Score: -8689576.000000 Penalty: 3642.627441
	Iteration 87Q: 3 clusters Score -8689576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 61853 members 
Entering Unmasked Estep 
Score: -8689579.000000 Penalty: 3642.627441
	Iteration 88Q: 3 clusters Score -8689579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 61853 members 
Entering Unmasked Estep 
Score: -8689579.000000 Penalty: 3642.627441
	Iteration 89F: 3 clusters Score -8689579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Entering Unmasked Estep 
Score: -35397.828125 Penalty: 973.206177
	Iteration 0F: 2 clusters Score -35397.83 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 200 members 
Entering Unmasked Estep 
Score: -34442.175781 Penalty: 1946.412354
	Iteration 0F: 3 clusters Score -34442.18 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -34589.152344 Penalty: 1946.412354
	Iteration 1F: 3 clusters Score -34589.15 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -34642.867188 Penalty: 1946.412354
	Iteration 2F: 3 clusters Score -34642.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -34697.078125 Penalty: 1946.412354
	Iteration 3Q: 3 clusters Score -34697.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -34745.300781 Penalty: 1946.412354
	Iteration 4Q: 3 clusters Score -34745.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -34765.570312 Penalty: 1946.412354
	Iteration 5Q: 3 clusters Score -34765.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -34784.257812 Penalty: 1946.412354
	Iteration 6Q: 3 clusters Score -34784.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -34789.941406 Penalty: 1946.412354
	Iteration 7Q: 3 clusters Score -34789.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -34792.648438 Penalty: 1946.412354
	Iteration 8Q: 3 clusters Score -34792.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -34792.648438 Penalty: 1946.412354
	Iteration 9F: 3 clusters Score -34792.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -22251.429688 Penalty: 948.631165
	Iteration 0F: 2 clusters Score -22251.43 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 181 members 
Entering Unmasked Estep 
Score: -21436.275391 Penalty: 1897.262329
	Iteration 0F: 3 clusters Score -21436.28 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -21778.195312 Penalty: 1897.262329
	Iteration 1F: 3 clusters Score -21778.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -21882.212891 Penalty: 1897.262329
	Iteration 2F: 3 clusters Score -21882.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -21952.675781 Penalty: 1897.262329
	Iteration 3Q: 3 clusters Score -21952.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -21972.132812 Penalty: 1897.262329
	Iteration 4Q: 3 clusters Score -21972.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -21979.046875 Penalty: 1897.262329
	Iteration 5Q: 3 clusters Score -21979.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -21983.613281 Penalty: 1897.262329
	Iteration 6Q: 3 clusters Score -21983.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -21984.658203 Penalty: 1897.262329
	Iteration 7Q: 3 clusters Score -21984.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -21986.134766 Penalty: 1897.262329
	Iteration 8Q: 3 clusters Score -21986.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -21986.134766 Penalty: 1897.262329
	Iteration 9F: 3 clusters Score -21986.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (25546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Entering Unmasked Estep 
Score: -3029498.000000 Penalty: 1649.088379
	Iteration 0F: 2 clusters Score -3029498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -3012407.250000 Penalty: 3298.176758
	Iteration 0F: 3 clusters Score -3012407 nChanged 11577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -3018693.500000 Penalty: 3298.176758
	Iteration 1F: 3 clusters Score -3018694 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -3019022.750000 Penalty: 3298.176758
	Iteration 2Q: 3 clusters Score -3019023 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -3019360.750000 Penalty: 3298.176758
	Iteration 3Q: 3 clusters Score -3019361 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -3019768.500000 Penalty: 3298.176758
	Iteration 4Q: 3 clusters Score -3019768 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -3020286.000000 Penalty: 3298.176758
	Iteration 5Q: 3 clusters Score -3020286 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -3021071.750000 Penalty: 3298.176758
	Iteration 6F: 3 clusters Score -3021072 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -3022256.500000 Penalty: 3298.176758
	Iteration 7F: 3 clusters Score -3022256 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -3023850.500000 Penalty: 3298.176758
	Iteration 8F: 3 clusters Score -3023850 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -3025526.500000 Penalty: 3298.176758
	Iteration 9F: 3 clusters Score -3025526 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -3026785.500000 Penalty: 3298.176758
	Iteration 10F: 3 clusters Score -3026786 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -3027458.500000 Penalty: 3298.176758
	Iteration 11Q: 3 clusters Score -3027458 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -3027757.750000 Penalty: 3298.176758
	Iteration 12Q: 3 clusters Score -3027758 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -3027893.750000 Penalty: 3298.176758
	Iteration 13Q: 3 clusters Score -3027894 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -3027966.500000 Penalty: 3298.176758
	Iteration 14Q: 3 clusters Score -3027966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -3028007.750000 Penalty: 3298.176758
	Iteration 15Q: 3 clusters Score -3028008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -3028018.000000 Penalty: 3298.176758
	Iteration 16Q: 3 clusters Score -3028018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -3028021.000000 Penalty: 3298.176758
	Iteration 17Q: 3 clusters Score -3028021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -3028019.500000 Penalty: 3298.176758
	Iteration 18Q: 3 clusters Score -3028020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -3028022.250000 Penalty: 3298.176758
	Iteration 19Q: 3 clusters Score -3028022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -3028022.250000 Penalty: 3298.176758
	Iteration 20F: 3 clusters Score -3028022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (55027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55027 members 
Entering Unmasked Estep 
Score: -6591884.500000 Penalty: 1773.781616
	Iteration 0F: 2 clusters Score -6591884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 27391 members 
Entering Unmasked Estep 
Score: -6555036.500000 Penalty: 3547.563232
	Iteration 0F: 3 clusters Score -6555036 nChanged 25833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29279 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -6569887.500000 Penalty: 3547.563232
	Iteration 1F: 3 clusters Score -6569888 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -6570400.500000 Penalty: 3547.563232
	Iteration 2Q: 3 clusters Score -6570400 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -6571031.500000 Penalty: 3547.563232
	Iteration 3Q: 3 clusters Score -6571032 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33549 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -6571925.500000 Penalty: 3547.563232
	Iteration 4Q: 3 clusters Score -6571926 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -6573524.000000 Penalty: 3547.563232
	Iteration 5F: 3 clusters Score -6573524 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40074 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -6576263.000000 Penalty: 3547.563232
	Iteration 6F: 3 clusters Score -6576263 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44458 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -6580154.000000 Penalty: 3547.563232
	Iteration 7F: 3 clusters Score -6580154 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48580 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -6584301.500000 Penalty: 3547.563232
	Iteration 8F: 3 clusters Score -6584302 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51523 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -6587400.000000 Penalty: 3547.563232
	Iteration 9F: 3 clusters Score -6587400 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53044 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -6588922.000000 Penalty: 3547.563232
	Iteration 10Q: 3 clusters Score -6588922 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53691 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -6589589.000000 Penalty: 3547.563232
	Iteration 11Q: 3 clusters Score -6589589 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54009 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -6589917.000000 Penalty: 3547.563232
	Iteration 12Q: 3 clusters Score -6589917 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54168 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -6590103.500000 Penalty: 3547.563232
	Iteration 13Q: 3 clusters Score -6590104 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54253 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -6590202.500000 Penalty: 3547.563232
	Iteration 14Q: 3 clusters Score -6590202 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54300 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -6590266.500000 Penalty: 3547.563232
	Iteration 15Q: 3 clusters Score -6590266 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54330 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -6590293.000000 Penalty: 3547.563232
	Iteration 16Q: 3 clusters Score -6590293 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54343 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -6590331.000000 Penalty: 3547.563232
	Iteration 17Q: 3 clusters Score -6590331 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54360 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -6590339.000000 Penalty: 3547.563232
	Iteration 18Q: 3 clusters Score -6590339 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54378 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -6590367.000000 Penalty: 3547.563232
	Iteration 19Q: 3 clusters Score -6590367 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54393 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -6590390.500000 Penalty: 3547.563232
	Iteration 20F: 3 clusters Score -6590390 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54408 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -6590412.500000 Penalty: 3547.563232
	Iteration 21Q: 3 clusters Score -6590412 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54423 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -6590434.000000 Penalty: 3547.563232
	Iteration 22Q: 3 clusters Score -6590434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54431 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -6590437.000000 Penalty: 3547.563232
	Iteration 23Q: 3 clusters Score -6590437 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54433 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -6590438.000000 Penalty: 3547.563232
	Iteration 24Q: 3 clusters Score -6590438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54440 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -6590438.000000 Penalty: 3547.563232
	Iteration 25Q: 3 clusters Score -6590438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54445 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -6590447.000000 Penalty: 3547.563232
	Iteration 26Q: 3 clusters Score -6590447 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54457 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -6590459.000000 Penalty: 3547.563232
	Iteration 27Q: 3 clusters Score -6590459 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54469 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -6590468.500000 Penalty: 3547.563232
	Iteration 28Q: 3 clusters Score -6590468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54474 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -6590472.000000 Penalty: 3547.563232
	Iteration 29Q: 3 clusters Score -6590472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54480 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -6590478.000000 Penalty: 3547.563232
	Iteration 30Q: 3 clusters Score -6590478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54482 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -6590480.000000 Penalty: 3547.563232
	Iteration 31Q: 3 clusters Score -6590480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54487 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -6590482.000000 Penalty: 3547.563232
	Iteration 32Q: 3 clusters Score -6590482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54490 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -6590484.500000 Penalty: 3547.563232
	Iteration 33Q: 3 clusters Score -6590484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54493 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -6590487.500000 Penalty: 3547.563232
	Iteration 34Q: 3 clusters Score -6590488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54494 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -6590487.000000 Penalty: 3547.563232
	Iteration 35Q: 3 clusters Score -6590487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54495 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -6590490.000000 Penalty: 3547.563232
	Iteration 36Q: 3 clusters Score -6590490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54497 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -6590482.500000 Penalty: 3547.563232
	Iteration 37Q: 3 clusters Score -6590482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54497 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -6590482.500000 Penalty: 3547.563232
	Iteration 38F: 3 clusters Score -6590482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Entering Unmasked Estep 
Score: -85014.429688 Penalty: 1087.261841
	Iteration 0F: 2 clusters Score -85014.43 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 432 members 
Entering Unmasked Estep 
Score: -83703.617188 Penalty: 2174.523682
	Iteration 0F: 3 clusters Score -83703.62 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -83978.218750 Penalty: 2174.523682
	Iteration 1F: 3 clusters Score -83978.22 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -84036.656250 Penalty: 2174.523682
	Iteration 2F: 3 clusters Score -84036.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -84068.843750 Penalty: 2174.523682
	Iteration 3Q: 3 clusters Score -84068.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -84078.890625 Penalty: 2174.523682
	Iteration 4Q: 3 clusters Score -84078.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -84084.812500 Penalty: 2174.523682
	Iteration 5Q: 3 clusters Score -84084.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -84092.875000 Penalty: 2174.523682
	Iteration 6Q: 3 clusters Score -84092.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -84100.195312 Penalty: 2174.523682
	Iteration 7Q: 3 clusters Score -84100.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -84103.632812 Penalty: 2174.523682
	Iteration 8Q: 3 clusters Score -84103.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -84109.492188 Penalty: 2174.523682
	Iteration 9Q: 3 clusters Score -84109.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -84111.218750 Penalty: 2174.523682
	Iteration 10Q: 3 clusters Score -84111.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -84112.640625 Penalty: 2174.523682
	Iteration 11Q: 3 clusters Score -84112.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -84115.117188 Penalty: 2174.523682
	Iteration 12Q: 3 clusters Score -84115.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -84115.851562 Penalty: 2174.523682
	Iteration 13Q: 3 clusters Score -84115.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -84116.007812 Penalty: 2174.523682
	Iteration 14Q: 3 clusters Score -84116.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -84116.156250 Penalty: 2174.523682
	Iteration 15Q: 3 clusters Score -84116.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -84116.156250 Penalty: 2174.523682
	Iteration 16F: 3 clusters Score -84116.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (123612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123612 members 
Entering Unmasked Estep 
Score: -14631010.000000 Penalty: 1905.296753
	Iteration 0F: 2 clusters Score -1.463101e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61927 members 
Mstep: Class 2 contains 61685 members 
Entering Unmasked Estep 
Score: -14556320.000000 Penalty: 3810.593506
	Iteration 0F: 3 clusters Score -1.455632e+07 nChanged 59111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62682 members 
Mstep: Class 2 contains 60930 members 
Entering Unmasked Estep 
Score: -14590891.000000 Penalty: 3810.593506
	Iteration 1F: 3 clusters Score -1.459089e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63435 members 
Mstep: Class 2 contains 60177 members 
Entering Unmasked Estep 
Score: -14591390.000000 Penalty: 3810.593506
	Iteration 2Q: 3 clusters Score -1.459139e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64630 members 
Mstep: Class 2 contains 58982 members 
Entering Unmasked Estep 
Score: -14592109.000000 Penalty: 3810.593506
	Iteration 3Q: 3 clusters Score -1.459211e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66438 members 
Mstep: Class 2 contains 57174 members 
Entering Unmasked Estep 
Score: -14592965.000000 Penalty: 3810.593506
	Iteration 4Q: 3 clusters Score -1.459296e+07 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69108 members 
Mstep: Class 2 contains 54504 members 
Entering Unmasked Estep 
Score: -14594163.000000 Penalty: 3810.593506
	Iteration 5Q: 3 clusters Score -1.459416e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73049 members 
Mstep: Class 2 contains 50563 members 
Entering Unmasked Estep 
Score: -14596201.000000 Penalty: 3810.593506
	Iteration 6Q: 3 clusters Score -1.45962e+07 nChanged 6179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78626 members 
Mstep: Class 2 contains 44986 members 
Entering Unmasked Estep 
Score: -14600050.000000 Penalty: 3810.593506
	Iteration 7Q: 3 clusters Score -1.460005e+07 nChanged 7680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85788 members 
Mstep: Class 2 contains 37824 members 
Entering Unmasked Estep 
Score: -14605539.000000 Penalty: 3810.593506
	Iteration 8F: 3 clusters Score -1.460554e+07 nChanged 8534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93964 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -14611989.000000 Penalty: 3810.593506
	Iteration 9F: 3 clusters Score -1.461199e+07 nChanged 7863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101547 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -14617461.000000 Penalty: 3810.593506
	Iteration 10F: 3 clusters Score -1.461746e+07 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107258 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -14621183.000000 Penalty: 3810.593506
	Iteration 11Q: 3 clusters Score -1.462118e+07 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111398 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -14623688.000000 Penalty: 3810.593506
	Iteration 12Q: 3 clusters Score -1.462369e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114490 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -14625478.000000 Penalty: 3810.593506
	Iteration 13Q: 3 clusters Score -1.462548e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116829 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -14626648.000000 Penalty: 3810.593506
	Iteration 14Q: 3 clusters Score -1.462665e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118596 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -14627379.000000 Penalty: 3810.593506
	Iteration 15Q: 3 clusters Score -1.462738e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119905 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -14627962.000000 Penalty: 3810.593506
	Iteration 16Q: 3 clusters Score -1.462796e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120846 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -14628476.000000 Penalty: 3810.593506
	Iteration 17Q: 3 clusters Score -1.462848e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121492 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -14628759.000000 Penalty: 3810.593506
	Iteration 18Q: 3 clusters Score -1.462876e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121970 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -14628964.000000 Penalty: 3810.593506
	Iteration 19Q: 3 clusters Score -1.462896e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122310 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -14629119.000000 Penalty: 3810.593506
	Iteration 20F: 3 clusters Score -1.462912e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122550 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -14629212.000000 Penalty: 3810.593506
	Iteration 21Q: 3 clusters Score -1.462921e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122689 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -14629302.000000 Penalty: 3810.593506
	Iteration 22Q: 3 clusters Score -1.46293e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122790 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -14629347.000000 Penalty: 3810.593506
	Iteration 23Q: 3 clusters Score -1.462935e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122858 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -14629380.000000 Penalty: 3810.593506
	Iteration 24Q: 3 clusters Score -1.462938e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122898 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -14629407.000000 Penalty: 3810.593506
	Iteration 25Q: 3 clusters Score -1.462941e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122932 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -14629430.000000 Penalty: 3810.593506
	Iteration 26Q: 3 clusters Score -1.462943e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122966 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -14629434.000000 Penalty: 3810.593506
	Iteration 27Q: 3 clusters Score -1.462943e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122993 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -14629432.000000 Penalty: 3810.593506
	Iteration 28Q: 3 clusters Score -1.462943e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123009 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -14629461.000000 Penalty: 3810.593506
	Iteration 29Q: 3 clusters Score -1.462946e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123021 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -14629466.000000 Penalty: 3810.593506
	Iteration 30Q: 3 clusters Score -1.462947e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123029 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -14629478.000000 Penalty: 3810.593506
	Iteration 31Q: 3 clusters Score -1.462948e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123037 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -14629476.000000 Penalty: 3810.593506
	Iteration 32Q: 3 clusters Score -1.462948e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123046 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -14629490.000000 Penalty: 3810.593506
	Iteration 33Q: 3 clusters Score -1.462949e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123054 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -14629521.000000 Penalty: 3810.593506
	Iteration 34Q: 3 clusters Score -1.462952e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123059 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -14629517.000000 Penalty: 3810.593506
	Iteration 35Q: 3 clusters Score -1.462952e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123059 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -14629517.000000 Penalty: 3810.593506
	Iteration 36Q: 3 clusters Score -1.462952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123064 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -14629512.000000 Penalty: 3810.593506
	Iteration 37Q: 3 clusters Score -1.462951e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123069 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -14629515.000000 Penalty: 3810.593506
	Iteration 38Q: 3 clusters Score -1.462952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123069 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -14629510.000000 Penalty: 3810.593506
	Iteration 39Q: 3 clusters Score -1.462951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123071 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -14629511.000000 Penalty: 3810.593506
	Iteration 40F: 3 clusters Score -1.462951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123077 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -14629518.000000 Penalty: 3810.593506
	Iteration 41Q: 3 clusters Score -1.462952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123078 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -14629523.000000 Penalty: 3810.593506
	Iteration 42Q: 3 clusters Score -1.462952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123080 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -14629520.000000 Penalty: 3810.593506
	Iteration 43Q: 3 clusters Score -1.462952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123083 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -14629521.000000 Penalty: 3810.593506
	Iteration 44Q: 3 clusters Score -1.462952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123085 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -14629510.000000 Penalty: 3810.593506
	Iteration 45Q: 3 clusters Score -1.462951e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123089 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -14629529.000000 Penalty: 3810.593506
	Iteration 46Q: 3 clusters Score -1.462953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123089 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -14629529.000000 Penalty: 3810.593506
	Iteration 47Q: 3 clusters Score -1.462953e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123089 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -14629536.000000 Penalty: 3810.593506
	Iteration 48Q: 3 clusters Score -1.462954e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123086 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -14629538.000000 Penalty: 3810.593506
	Iteration 49Q: 3 clusters Score -1.462954e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123084 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -14629543.000000 Penalty: 3810.593506
	Iteration 50Q: 3 clusters Score -1.462954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123085 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -14629535.000000 Penalty: 3810.593506
	Iteration 51Q: 3 clusters Score -1.462954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123085 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -14629544.000000 Penalty: 3810.593506
	Iteration 52Q: 3 clusters Score -1.462954e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123088 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -14629545.000000 Penalty: 3810.593506
	Iteration 53Q: 3 clusters Score -1.462954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123090 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -14629557.000000 Penalty: 3810.593506
	Iteration 54Q: 3 clusters Score -1.462956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123093 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -14629554.000000 Penalty: 3810.593506
	Iteration 55Q: 3 clusters Score -1.462955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123094 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -14629551.000000 Penalty: 3810.593506
	Iteration 56Q: 3 clusters Score -1.462955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123096 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -14629545.000000 Penalty: 3810.593506
	Iteration 57Q: 3 clusters Score -1.462954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123099 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -14629543.000000 Penalty: 3810.593506
	Iteration 58Q: 3 clusters Score -1.462954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123099 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -14629544.000000 Penalty: 3810.593506
	Iteration 59Q: 3 clusters Score -1.462954e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123099 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -14629544.000000 Penalty: 3810.593506
	Iteration 60F: 3 clusters Score -1.462954e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (109987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109987 members 
Entering Unmasked Estep 
Score: -13064589.000000 Penalty: 1886.318970
	Iteration 0F: 2 clusters Score -1.306459e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55133 members 
Mstep: Class 2 contains 54854 members 
Entering Unmasked Estep 
Score: -12995962.000000 Penalty: 3772.637939
	Iteration 0F: 3 clusters Score -1.299596e+07 nChanged 52548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55513 members 
Mstep: Class 2 contains 54474 members 
Entering Unmasked Estep 
Score: -13026628.000000 Penalty: 3772.637939
	Iteration 1F: 3 clusters Score -1.302663e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55521 members 
Mstep: Class 2 contains 54466 members 
Entering Unmasked Estep 
Score: -13027289.000000 Penalty: 3772.637939
	Iteration 2Q: 3 clusters Score -1.302729e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55414 members 
Mstep: Class 2 contains 54573 members 
Entering Unmasked Estep 
Score: -13028021.000000 Penalty: 3772.637939
	Iteration 3Q: 3 clusters Score -1.302802e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55229 members 
Mstep: Class 2 contains 54758 members 
Entering Unmasked Estep 
Score: -13028920.000000 Penalty: 3772.637939
	Iteration 4Q: 3 clusters Score -1.302892e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54913 members 
Mstep: Class 2 contains 55074 members 
Entering Unmasked Estep 
Score: -13029935.000000 Penalty: 3772.637939
	Iteration 5Q: 3 clusters Score -1.302994e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54446 members 
Mstep: Class 2 contains 55541 members 
Entering Unmasked Estep 
Score: -13031162.000000 Penalty: 3772.637939
	Iteration 6Q: 3 clusters Score -1.303116e+07 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53600 members 
Mstep: Class 2 contains 56387 members 
Entering Unmasked Estep 
Score: -13033047.000000 Penalty: 3772.637939
	Iteration 7Q: 3 clusters Score -1.303305e+07 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52270 members 
Mstep: Class 2 contains 57717 members 
Entering Unmasked Estep 
Score: -13036164.000000 Penalty: 3772.637939
	Iteration 8Q: 3 clusters Score -1.303616e+07 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50331 members 
Mstep: Class 2 contains 59656 members 
Entering Unmasked Estep 
Score: -13041017.000000 Penalty: 3772.637939
	Iteration 9F: 3 clusters Score -1.304102e+07 nChanged 7500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48027 members 
Mstep: Class 2 contains 61960 members 
Entering Unmasked Estep 
Score: -13048151.000000 Penalty: 3772.637939
	Iteration 10F: 3 clusters Score -1.304815e+07 nChanged 7441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45918 members 
Mstep: Class 2 contains 64069 members 
Entering Unmasked Estep 
Score: -13054260.000000 Penalty: 3772.637939
	Iteration 11F: 3 clusters Score -1.305426e+07 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44010 members 
Mstep: Class 2 contains 65977 members 
Entering Unmasked Estep 
Score: -13057254.000000 Penalty: 3772.637939
	Iteration 12Q: 3 clusters Score -1.305725e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42098 members 
Mstep: Class 2 contains 67889 members 
Entering Unmasked Estep 
Score: -13058897.000000 Penalty: 3772.637939
	Iteration 13Q: 3 clusters Score -1.30589e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40353 members 
Mstep: Class 2 contains 69634 members 
Entering Unmasked Estep 
Score: -13060089.000000 Penalty: 3772.637939
	Iteration 14Q: 3 clusters Score -1.306009e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38769 members 
Mstep: Class 2 contains 71218 members 
Entering Unmasked Estep 
Score: -13061142.000000 Penalty: 3772.637939
	Iteration 15Q: 3 clusters Score -1.306114e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 72762 members 
Entering Unmasked Estep 
Score: -13061866.000000 Penalty: 3772.637939
	Iteration 16Q: 3 clusters Score -1.306187e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35669 members 
Mstep: Class 2 contains 74318 members 
Entering Unmasked Estep 
Score: -13062465.000000 Penalty: 3772.637939
	Iteration 17Q: 3 clusters Score -1.306246e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 75826 members 
Entering Unmasked Estep 
Score: -13063047.000000 Penalty: 3772.637939
	Iteration 18Q: 3 clusters Score -1.306305e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32704 members 
Mstep: Class 2 contains 77283 members 
Entering Unmasked Estep 
Score: -13063398.000000 Penalty: 3772.637939
	Iteration 19Q: 3 clusters Score -1.30634e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 78633 members 
Entering Unmasked Estep 
Score: -13063752.000000 Penalty: 3772.637939
	Iteration 20F: 3 clusters Score -1.306375e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 79885 members 
Entering Unmasked Estep 
Score: -13063959.000000 Penalty: 3772.637939
	Iteration 21Q: 3 clusters Score -1.306396e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28848 members 
Mstep: Class 2 contains 81139 members 
Entering Unmasked Estep 
Score: -13064123.000000 Penalty: 3772.637939
	Iteration 22Q: 3 clusters Score -1.306412e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 82303 members 
Entering Unmasked Estep 
Score: -13064242.000000 Penalty: 3772.637939
	Iteration 23Q: 3 clusters Score -1.306424e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 83320 members 
Entering Unmasked Estep 
Score: -13064618.000000 Penalty: 3772.637939
	Iteration 24Q: 3 clusters Score -1.306462e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 84057 members 
Entering Unmasked Estep 
Score: -13064809.000000 Penalty: 3772.637939
	Iteration 25Q: 3 clusters Score -1.306481e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 84633 members 
Entering Unmasked Estep 
Score: -13065022.000000 Penalty: 3772.637939
	Iteration 26Q: 3 clusters Score -1.306502e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 84971 members 
Entering Unmasked Estep 
Score: -13065102.000000 Penalty: 3772.637939
	Iteration 27Q: 3 clusters Score -1.30651e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 85246 members 
Entering Unmasked Estep 
Score: -13065172.000000 Penalty: 3772.637939
	Iteration 28Q: 3 clusters Score -1.306517e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 85454 members 
Entering Unmasked Estep 
Score: -13065228.000000 Penalty: 3772.637939
	Iteration 29Q: 3 clusters Score -1.306523e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 85625 members 
Entering Unmasked Estep 
Score: -13065269.000000 Penalty: 3772.637939
	Iteration 30Q: 3 clusters Score -1.306527e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 85787 members 
Entering Unmasked Estep 
Score: -13065318.000000 Penalty: 3772.637939
	Iteration 31Q: 3 clusters Score -1.306532e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 86033 members 
Entering Unmasked Estep 
Score: -13065303.000000 Penalty: 3772.637939
	Iteration 32Q: 3 clusters Score -1.30653e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 86297 members 
Entering Unmasked Estep 
Score: -13065369.000000 Penalty: 3772.637939
	Iteration 33Q: 3 clusters Score -1.306537e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 86535 members 
Entering Unmasked Estep 
Score: -13065375.000000 Penalty: 3772.637939
	Iteration 34Q: 3 clusters Score -1.306538e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 86728 members 
Entering Unmasked Estep 
Score: -13065393.000000 Penalty: 3772.637939
	Iteration 35Q: 3 clusters Score -1.306539e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 86901 members 
Entering Unmasked Estep 
Score: -13065435.000000 Penalty: 3772.637939
	Iteration 36Q: 3 clusters Score -1.306544e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 87101 members 
Entering Unmasked Estep 
Score: -13065447.000000 Penalty: 3772.637939
	Iteration 37Q: 3 clusters Score -1.306545e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 87253 members 
Entering Unmasked Estep 
Score: -13065472.000000 Penalty: 3772.637939
	Iteration 38Q: 3 clusters Score -1.306547e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 87416 members 
Entering Unmasked Estep 
Score: -13065460.000000 Penalty: 3772.637939
	Iteration 39Q: 3 clusters Score -1.306546e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 87512 members 
Entering Unmasked Estep 
Score: -13065476.000000 Penalty: 3772.637939
	Iteration 40F: 3 clusters Score -1.306548e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 87611 members 
Entering Unmasked Estep 
Score: -13065496.000000 Penalty: 3772.637939
	Iteration 41Q: 3 clusters Score -1.30655e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 87721 members 
Entering Unmasked Estep 
Score: -13065505.000000 Penalty: 3772.637939
	Iteration 42Q: 3 clusters Score -1.30655e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 87846 members 
Entering Unmasked Estep 
Score: -13065502.000000 Penalty: 3772.637939
	Iteration 43Q: 3 clusters Score -1.30655e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 87949 members 
Entering Unmasked Estep 
Score: -13065557.000000 Penalty: 3772.637939
	Iteration 44Q: 3 clusters Score -1.306556e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 88073 members 
Entering Unmasked Estep 
Score: -13065573.000000 Penalty: 3772.637939
	Iteration 45Q: 3 clusters Score -1.306557e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 88214 members 
Entering Unmasked Estep 
Score: -13065579.000000 Penalty: 3772.637939
	Iteration 46Q: 3 clusters Score -1.306558e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 88321 members 
Entering Unmasked Estep 
Score: -13065567.000000 Penalty: 3772.637939
	Iteration 47Q: 3 clusters Score -1.306557e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 88422 members 
Entering Unmasked Estep 
Score: -13065553.000000 Penalty: 3772.637939
	Iteration 48Q: 3 clusters Score -1.306555e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 88494 members 
Entering Unmasked Estep 
Score: -13065526.000000 Penalty: 3772.637939
	Iteration 49Q: 3 clusters Score -1.306553e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 88563 members 
Entering Unmasked Estep 
Score: -13065527.000000 Penalty: 3772.637939
	Iteration 50Q: 3 clusters Score -1.306553e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 88643 members 
Entering Unmasked Estep 
Score: -13065526.000000 Penalty: 3772.637939
	Iteration 51Q: 3 clusters Score -1.306553e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 88688 members 
Entering Unmasked Estep 
Score: -13065502.000000 Penalty: 3772.637939
	Iteration 52Q: 3 clusters Score -1.30655e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 88718 members 
Entering Unmasked Estep 
Score: -13065510.000000 Penalty: 3772.637939
	Iteration 53Q: 3 clusters Score -1.306551e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 88727 members 
Entering Unmasked Estep 
Score: -13065526.000000 Penalty: 3772.637939
	Iteration 54Q: 3 clusters Score -1.306553e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 88736 members 
Entering Unmasked Estep 
Score: -13065510.000000 Penalty: 3772.637939
	Iteration 55Q: 3 clusters Score -1.306551e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 88746 members 
Entering Unmasked Estep 
Score: -13065502.000000 Penalty: 3772.637939
	Iteration 56Q: 3 clusters Score -1.30655e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 88749 members 
Entering Unmasked Estep 
Score: -13065490.000000 Penalty: 3772.637939
	Iteration 57Q: 3 clusters Score -1.306549e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 88750 members 
Entering Unmasked Estep 
Score: -13065492.000000 Penalty: 3772.637939
	Iteration 58Q: 3 clusters Score -1.306549e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 88756 members 
Entering Unmasked Estep 
Score: -13065501.000000 Penalty: 3772.637939
	Iteration 59Q: 3 clusters Score -1.30655e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 88759 members 
Entering Unmasked Estep 
Score: -13065500.000000 Penalty: 3772.637939
	Iteration 60F: 3 clusters Score -1.30655e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 7208 members 
Mstep: Class 3 contains 3374 members 
Mstep: Class 4 contains 19190 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 95840 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192295 members 
Mstep: Class 11 contains 12562 members 
Mstep: Class 12 contains 29544 members 
Mstep: Class 13 contains 37916 members 
Mstep: Class 14 contains 12619 members 
Mstep: Class 15 contains 4370 members 
Mstep: Class 16 contains 94556 members 
Mstep: Class 17 contains 10608 members 
Mstep: Class 18 contains 9006 members 
Mstep: Class 19 contains 22671 members 
Mstep: Class 20 contains 1458 members 
Mstep: Class 21 contains 31791 members 
Mstep: Class 22 contains 36595 members 
Mstep: Class 23 contains 66592 members 
Mstep: Class 24 contains 13447 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 607 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12850 members 
Mstep: Class 29 contains 31692 members 
Mstep: Class 30 contains 3812 members 
Mstep: Class 31 contains 8342 members 
Mstep: Class 32 contains 7521 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 85716 members 
Mstep: Class 35 contains 88554 members 
Mstep: Class 36 contains 90102 members 
Mstep: Class 37 contains 12887 members 
Mstep: Class 38 contains 80039 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 107272 members 
Mstep: Class 43 contains 1010 members 
Mstep: Class 44 contains 73724 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 25546 members 
Mstep: Class 48 contains 55027 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 123612 members 
Mstep: Class 51 contains 21228 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 96059 members 
Mstep: Class 54 contains 88759 members 
Entering Unmasked Estep 
Score: -194675440.000000 Penalty: 126004.695312
Splitting cluster 51 changes total score from -194674384.000000 to -194675440.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 52 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -24003.251953 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -24003.25 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 151 members 
Entering Unmasked Estep 
Score: -23159.281250 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -23159.28 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -23321.916016 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -23321.92 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -23450.929688 Penalty: 1858.033936
	Iteration 2F: 3 clusters Score -23450.93 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -23554.613281 Penalty: 1858.033936
	Iteration 3F: 3 clusters Score -23554.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -23622.431641 Penalty: 1858.033936
	Iteration 4F: 3 clusters Score -23622.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -23659.046875 Penalty: 1858.033936
	Iteration 5Q: 3 clusters Score -23659.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -23672.970703 Penalty: 1858.033936
	Iteration 6Q: 3 clusters Score -23672.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -23680.132812 Penalty: 1858.033936
	Iteration 7Q: 3 clusters Score -23680.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -23680.132812 Penalty: 1858.033936
	Iteration 8F: 3 clusters Score -23680.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 7208 members 
Mstep: Class 3 contains 3374 members 
Mstep: Class 4 contains 19190 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 95840 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192295 members 
Mstep: Class 11 contains 12562 members 
Mstep: Class 12 contains 29544 members 
Mstep: Class 13 contains 37916 members 
Mstep: Class 14 contains 12619 members 
Mstep: Class 15 contains 4370 members 
Mstep: Class 16 contains 94556 members 
Mstep: Class 17 contains 10608 members 
Mstep: Class 18 contains 9006 members 
Mstep: Class 19 contains 22671 members 
Mstep: Class 20 contains 1458 members 
Mstep: Class 21 contains 31791 members 
Mstep: Class 22 contains 36595 members 
Mstep: Class 23 contains 66592 members 
Mstep: Class 24 contains 13447 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 607 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12850 members 
Mstep: Class 29 contains 31692 members 
Mstep: Class 30 contains 3812 members 
Mstep: Class 31 contains 8342 members 
Mstep: Class 32 contains 7521 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 85716 members 
Mstep: Class 35 contains 88554 members 
Mstep: Class 36 contains 90102 members 
Mstep: Class 37 contains 12887 members 
Mstep: Class 38 contains 80039 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 107272 members 
Mstep: Class 43 contains 1010 members 
Mstep: Class 44 contains 73724 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 25546 members 
Mstep: Class 48 contains 55027 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 123612 members 
Mstep: Class 51 contains 21228 members 
Mstep: Class 52 contains 304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194677680.000000 Penalty: 126004.695312
Iteration 239Q: 55 clusters Score -1.946777e+08 nChanged 12348
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 8089 members 
Mstep: Class 3 contains 3373 members 
Mstep: Class 4 contains 19189 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 95864 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192293 members 
Mstep: Class 11 contains 12542 members 
Mstep: Class 12 contains 29544 members 
Mstep: Class 13 contains 37942 members 
Mstep: Class 14 contains 12573 members 
Mstep: Class 15 contains 4368 members 
Mstep: Class 16 contains 94785 members 
Mstep: Class 17 contains 10620 members 
Mstep: Class 18 contains 8979 members 
Mstep: Class 19 contains 22675 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 31791 members 
Mstep: Class 22 contains 36516 members 
Mstep: Class 23 contains 67014 members 
Mstep: Class 24 contains 13449 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 607 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12848 members 
Mstep: Class 29 contains 31701 members 
Mstep: Class 30 contains 3813 members 
Mstep: Class 31 contains 8361 members 
Mstep: Class 32 contains 7521 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 85664 members 
Mstep: Class 35 contains 89077 members 
Mstep: Class 36 contains 89862 members 
Mstep: Class 37 contains 12916 members 
Mstep: Class 38 contains 80036 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 107400 members 
Mstep: Class 43 contains 1010 members 
Mstep: Class 44 contains 73815 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 25315 members 
Mstep: Class 48 contains 55412 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 124413 members 
Mstep: Class 51 contains 22502 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 93862 members 
Mstep: Class 54 contains 86801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680016.000000 Penalty: 126004.695312
Iteration 240F: 55 clusters Score -1.9468e+08 nChanged 12008
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 8762 members 
Mstep: Class 3 contains 3379 members 
Mstep: Class 4 contains 19187 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 95499 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192292 members 
Mstep: Class 11 contains 12522 members 
Mstep: Class 12 contains 29545 members 
Mstep: Class 13 contains 37894 members 
Mstep: Class 14 contains 12528 members 
Mstep: Class 15 contains 4367 members 
Mstep: Class 16 contains 94513 members 
Mstep: Class 17 contains 10619 members 
Mstep: Class 18 contains 8957 members 
Mstep: Class 19 contains 22676 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 31790 members 
Mstep: Class 22 contains 36462 members 
Mstep: Class 23 contains 66812 members 
Mstep: Class 24 contains 13438 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 607 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12846 members 
Mstep: Class 29 contains 31681 members 
Mstep: Class 30 contains 3815 members 
Mstep: Class 31 contains 8384 members 
Mstep: Class 32 contains 7521 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 85347 members 
Mstep: Class 35 contains 89365 members 
Mstep: Class 36 contains 89467 members 
Mstep: Class 37 contains 12974 members 
Mstep: Class 38 contains 80039 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 107135 members 
Mstep: Class 43 contains 1010 members 
Mstep: Class 44 contains 73548 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 25024 members 
Mstep: Class 48 contains 55396 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 123325 members 
Mstep: Class 51 contains 23183 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 94911 members 
Mstep: Class 54 contains 87722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194681872.000000 Penalty: 126004.695312
Iteration 241Q: 55 clusters Score -1.946819e+08 nChanged 9257
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 9472 members 
Mstep: Class 3 contains 3386 members 
Mstep: Class 4 contains 19191 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 95252 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192293 members 
Mstep: Class 11 contains 12505 members 
Mstep: Class 12 contains 29544 members 
Mstep: Class 13 contains 37864 members 
Mstep: Class 14 contains 12480 members 
Mstep: Class 15 contains 4367 members 
Mstep: Class 16 contains 94180 members 
Mstep: Class 17 contains 10612 members 
Mstep: Class 18 contains 8933 members 
Mstep: Class 19 contains 22663 members 
Mstep: Class 20 contains 1458 members 
Mstep: Class 21 contains 31791 members 
Mstep: Class 22 contains 36445 members 
Mstep: Class 23 contains 66455 members 
Mstep: Class 24 contains 13434 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 607 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12844 members 
Mstep: Class 29 contains 31705 members 
Mstep: Class 30 contains 3815 members 
Mstep: Class 31 contains 8408 members 
Mstep: Class 32 contains 7522 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 85165 members 
Mstep: Class 35 contains 89605 members 
Mstep: Class 36 contains 89194 members 
Mstep: Class 37 contains 13054 members 
Mstep: Class 38 contains 80038 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 107022 members 
Mstep: Class 43 contains 1010 members 
Mstep: Class 44 contains 73298 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 24804 members 
Mstep: Class 48 contains 55289 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 122169 members 
Mstep: Class 51 contains 23791 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 96031 members 
Mstep: Class 54 contains 88305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194682016.000000 Penalty: 126004.695312
Iteration 242Q: 55 clusters Score -1.94682e+08 nChanged 8274
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 10205 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 19192 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 94987 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192290 members 
Mstep: Class 11 contains 12478 members 
Mstep: Class 12 contains 29540 members 
Mstep: Class 13 contains 37829 members 
Mstep: Class 14 contains 12444 members 
Mstep: Class 15 contains 4367 members 
Mstep: Class 16 contains 93807 members 
Mstep: Class 17 contains 10606 members 
Mstep: Class 18 contains 8932 members 
Mstep: Class 19 contains 22656 members 
Mstep: Class 20 contains 1458 members 
Mstep: Class 21 contains 31796 members 
Mstep: Class 22 contains 36454 members 
Mstep: Class 23 contains 66023 members 
Mstep: Class 24 contains 13425 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 607 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12842 members 
Mstep: Class 29 contains 31725 members 
Mstep: Class 30 contains 3814 members 
Mstep: Class 31 contains 8427 members 
Mstep: Class 32 contains 7523 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 85038 members 
Mstep: Class 35 contains 89749 members 
Mstep: Class 36 contains 89063 members 
Mstep: Class 37 contains 13125 members 
Mstep: Class 38 contains 80036 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 106997 members 
Mstep: Class 43 contains 1010 members 
Mstep: Class 44 contains 73081 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 24569 members 
Mstep: Class 48 contains 55167 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 121020 members 
Mstep: Class 51 contains 24340 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 97161 members 
Mstep: Class 54 contains 88828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194682432.000000 Penalty: 126004.695312
Iteration 243Q: 55 clusters Score -1.946824e+08 nChanged 7907
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 10963 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 19189 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 94755 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192288 members 
Mstep: Class 11 contains 12442 members 
Mstep: Class 12 contains 29541 members 
Mstep: Class 13 contains 37815 members 
Mstep: Class 14 contains 12406 members 
Mstep: Class 15 contains 4367 members 
Mstep: Class 16 contains 93458 members 
Mstep: Class 17 contains 10602 members 
Mstep: Class 18 contains 8938 members 
Mstep: Class 19 contains 22655 members 
Mstep: Class 20 contains 1458 members 
Mstep: Class 21 contains 31800 members 
Mstep: Class 22 contains 36467 members 
Mstep: Class 23 contains 65580 members 
Mstep: Class 24 contains 13428 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 607 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12840 members 
Mstep: Class 29 contains 31755 members 
Mstep: Class 30 contains 3814 members 
Mstep: Class 31 contains 8440 members 
Mstep: Class 32 contains 7524 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 84961 members 
Mstep: Class 35 contains 89882 members 
Mstep: Class 36 contains 89027 members 
Mstep: Class 37 contains 13180 members 
Mstep: Class 38 contains 80037 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 107082 members 
Mstep: Class 43 contains 1010 members 
Mstep: Class 44 contains 72833 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 24351 members 
Mstep: Class 48 contains 54982 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 119864 members 
Mstep: Class 51 contains 24999 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 98143 members 
Mstep: Class 54 contains 89122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194683440.000000 Penalty: 126004.695312
Iteration 244Q: 55 clusters Score -1.946834e+08 nChanged 7684
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 11726 members 
Mstep: Class 3 contains 3399 members 
Mstep: Class 4 contains 19187 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 94539 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192282 members 
Mstep: Class 11 contains 12402 members 
Mstep: Class 12 contains 29539 members 
Mstep: Class 13 contains 37792 members 
Mstep: Class 14 contains 12386 members 
Mstep: Class 15 contains 4369 members 
Mstep: Class 16 contains 93102 members 
Mstep: Class 17 contains 10602 members 
Mstep: Class 18 contains 8935 members 
Mstep: Class 19 contains 22658 members 
Mstep: Class 20 contains 1458 members 
Mstep: Class 21 contains 31798 members 
Mstep: Class 22 contains 36496 members 
Mstep: Class 23 contains 65091 members 
Mstep: Class 24 contains 13430 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 607 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12837 members 
Mstep: Class 29 contains 31804 members 
Mstep: Class 30 contains 3815 members 
Mstep: Class 31 contains 8454 members 
Mstep: Class 32 contains 7523 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 84862 members 
Mstep: Class 35 contains 89989 members 
Mstep: Class 36 contains 88992 members 
Mstep: Class 37 contains 13277 members 
Mstep: Class 38 contains 80029 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 107303 members 
Mstep: Class 43 contains 1010 members 
Mstep: Class 44 contains 72596 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 24070 members 
Mstep: Class 48 contains 54733 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 118833 members 
Mstep: Class 51 contains 25687 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 99046 members 
Mstep: Class 54 contains 89343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194684144.000000 Penalty: 126004.695312
Iteration 245Q: 55 clusters Score -1.946841e+08 nChanged 7764
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 12472 members 
Mstep: Class 3 contains 3412 members 
Mstep: Class 4 contains 19184 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 94344 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192269 members 
Mstep: Class 11 contains 12372 members 
Mstep: Class 12 contains 29537 members 
Mstep: Class 13 contains 37767 members 
Mstep: Class 14 contains 12361 members 
Mstep: Class 15 contains 4370 members 
Mstep: Class 16 contains 92851 members 
Mstep: Class 17 contains 10599 members 
Mstep: Class 18 contains 8933 members 
Mstep: Class 19 contains 22655 members 
Mstep: Class 20 contains 1458 members 
Mstep: Class 21 contains 31797 members 
Mstep: Class 22 contains 36513 members 
Mstep: Class 23 contains 64646 members 
Mstep: Class 24 contains 13432 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 607 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12838 members 
Mstep: Class 29 contains 31802 members 
Mstep: Class 30 contains 3816 members 
Mstep: Class 31 contains 8464 members 
Mstep: Class 32 contains 7522 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 84778 members 
Mstep: Class 35 contains 89952 members 
Mstep: Class 36 contains 88929 members 
Mstep: Class 37 contains 13362 members 
Mstep: Class 38 contains 80027 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 107574 members 
Mstep: Class 43 contains 1010 members 
Mstep: Class 44 contains 72338 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 23825 members 
Mstep: Class 48 contains 54317 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 117789 members 
Mstep: Class 51 contains 26407 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 99935 members 
Mstep: Class 54 contains 89737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194684832.000000 Penalty: 126004.695312
Iteration 246Q: 55 clusters Score -1.946848e+08 nChanged 7795
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 13180 members 
Mstep: Class 3 contains 3421 members 
Mstep: Class 4 contains 19188 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 94149 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192252 members 
Mstep: Class 11 contains 12340 members 
Mstep: Class 12 contains 29534 members 
Mstep: Class 13 contains 37740 members 
Mstep: Class 14 contains 12326 members 
Mstep: Class 15 contains 4368 members 
Mstep: Class 16 contains 92594 members 
Mstep: Class 17 contains 10591 members 
Mstep: Class 18 contains 8938 members 
Mstep: Class 19 contains 22655 members 
Mstep: Class 20 contains 1458 members 
Mstep: Class 21 contains 31796 members 
Mstep: Class 22 contains 36492 members 
Mstep: Class 23 contains 64278 members 
Mstep: Class 24 contains 13435 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 607 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12837 members 
Mstep: Class 29 contains 31816 members 
Mstep: Class 30 contains 3818 members 
Mstep: Class 31 contains 8477 members 
Mstep: Class 32 contains 7522 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 84691 members 
Mstep: Class 35 contains 89828 members 
Mstep: Class 36 contains 88944 members 
Mstep: Class 37 contains 13417 members 
Mstep: Class 38 contains 80026 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 107791 members 
Mstep: Class 43 contains 1009 members 
Mstep: Class 44 contains 72045 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 23567 members 
Mstep: Class 48 contains 53827 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 116780 members 
Mstep: Class 51 contains 27312 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 100739 members 
Mstep: Class 54 contains 90213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194685536.000000 Penalty: 126004.695312
Iteration 247Q: 55 clusters Score -1.946855e+08 nChanged 7851
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 13841 members 
Mstep: Class 3 contains 3420 members 
Mstep: Class 4 contains 19183 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 94002 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192234 members 
Mstep: Class 11 contains 12315 members 
Mstep: Class 12 contains 29534 members 
Mstep: Class 13 contains 37720 members 
Mstep: Class 14 contains 12278 members 
Mstep: Class 15 contains 4368 members 
Mstep: Class 16 contains 92385 members 
Mstep: Class 17 contains 10579 members 
Mstep: Class 18 contains 8944 members 
Mstep: Class 19 contains 22651 members 
Mstep: Class 20 contains 1458 members 
Mstep: Class 21 contains 31796 members 
Mstep: Class 22 contains 36525 members 
Mstep: Class 23 contains 63862 members 
Mstep: Class 24 contains 13442 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 607 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12837 members 
Mstep: Class 29 contains 31839 members 
Mstep: Class 30 contains 3820 members 
Mstep: Class 31 contains 8495 members 
Mstep: Class 32 contains 7523 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 84579 members 
Mstep: Class 35 contains 89567 members 
Mstep: Class 36 contains 89013 members 
Mstep: Class 37 contains 13480 members 
Mstep: Class 38 contains 80021 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 107960 members 
Mstep: Class 43 contains 1009 members 
Mstep: Class 44 contains 71735 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 23301 members 
Mstep: Class 48 contains 53291 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 115807 members 
Mstep: Class 51 contains 28256 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 101381 members 
Mstep: Class 54 contains 90943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194685392.000000 Penalty: 126004.695312
Iteration 248Q: 55 clusters Score -1.946854e+08 nChanged 7938
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 14400 members 
Mstep: Class 3 contains 3431 members 
Mstep: Class 4 contains 19177 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 93869 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192216 members 
Mstep: Class 11 contains 12259 members 
Mstep: Class 12 contains 29536 members 
Mstep: Class 13 contains 37707 members 
Mstep: Class 14 contains 12247 members 
Mstep: Class 15 contains 4368 members 
Mstep: Class 16 contains 92140 members 
Mstep: Class 17 contains 10577 members 
Mstep: Class 18 contains 8960 members 
Mstep: Class 19 contains 22647 members 
Mstep: Class 20 contains 1458 members 
Mstep: Class 21 contains 31795 members 
Mstep: Class 22 contains 36547 members 
Mstep: Class 23 contains 63460 members 
Mstep: Class 24 contains 13445 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 607 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12837 members 
Mstep: Class 29 contains 31868 members 
Mstep: Class 30 contains 3821 members 
Mstep: Class 31 contains 8515 members 
Mstep: Class 32 contains 7523 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 84478 members 
Mstep: Class 35 contains 89214 members 
Mstep: Class 36 contains 89129 members 
Mstep: Class 37 contains 13564 members 
Mstep: Class 38 contains 80016 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 108109 members 
Mstep: Class 43 contains 1009 members 
Mstep: Class 44 contains 71426 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 23030 members 
Mstep: Class 48 contains 52650 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 114934 members 
Mstep: Class 51 contains 29346 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 101904 members 
Mstep: Class 54 contains 91782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194686544.000000 Penalty: 126004.695312
Iteration 249Q: 55 clusters Score -1.946865e+08 nChanged 8084
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 14862 members 
Mstep: Class 3 contains 3422 members 
Mstep: Class 4 contains 19175 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 93747 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192206 members 
Mstep: Class 11 contains 12209 members 
Mstep: Class 12 contains 29536 members 
Mstep: Class 13 contains 37697 members 
Mstep: Class 14 contains 12227 members 
Mstep: Class 15 contains 4368 members 
Mstep: Class 16 contains 92015 members 
Mstep: Class 17 contains 10569 members 
Mstep: Class 18 contains 8963 members 
Mstep: Class 19 contains 22645 members 
Mstep: Class 20 contains 1458 members 
Mstep: Class 21 contains 31788 members 
Mstep: Class 22 contains 36568 members 
Mstep: Class 23 contains 63028 members 
Mstep: Class 24 contains 13449 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 607 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12837 members 
Mstep: Class 29 contains 31886 members 
Mstep: Class 30 contains 3821 members 
Mstep: Class 31 contains 8526 members 
Mstep: Class 32 contains 7523 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 84403 members 
Mstep: Class 35 contains 88729 members 
Mstep: Class 36 contains 89175 members 
Mstep: Class 37 contains 13685 members 
Mstep: Class 38 contains 80009 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 108368 members 
Mstep: Class 43 contains 1009 members 
Mstep: Class 44 contains 71130 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 22764 members 
Mstep: Class 48 contains 51954 members 
Mstep: Class 49 contains 806 members 
Mstep: Class 50 contains 114086 members 
Mstep: Class 51 contains 30491 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 102325 members 
Mstep: Class 54 contains 92740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194685632.000000 Penalty: 126004.695312
Iteration 250Q: 55 clusters Score -1.946856e+08 nChanged 7988
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 15276 members 
Mstep: Class 3 contains 3423 members 
Mstep: Class 4 contains 19173 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 93624 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192200 members 
Mstep: Class 11 contains 12158 members 
Mstep: Class 12 contains 29533 members 
Mstep: Class 13 contains 37667 members 
Mstep: Class 14 contains 12195 members 
Mstep: Class 15 contains 4368 members 
Mstep: Class 16 contains 91935 members 
Mstep: Class 17 contains 10564 members 
Mstep: Class 18 contains 8959 members 
Mstep: Class 19 contains 22641 members 
Mstep: Class 20 contains 1458 members 
Mstep: Class 21 contains 31786 members 
Mstep: Class 22 contains 36585 members 
Mstep: Class 23 contains 62648 members 
Mstep: Class 24 contains 13442 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 607 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12837 members 
Mstep: Class 29 contains 31883 members 
Mstep: Class 30 contains 3820 members 
Mstep: Class 31 contains 8548 members 
Mstep: Class 32 contains 7523 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 84350 members 
Mstep: Class 35 contains 88214 members 
Mstep: Class 36 contains 89123 members 
Mstep: Class 37 contains 13790 members 
Mstep: Class 38 contains 80006 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 108606 members 
Mstep: Class 43 contains 1009 members 
Mstep: Class 44 contains 70863 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 22443 members 
Mstep: Class 48 contains 51236 members 
Mstep: Class 49 contains 806 members 
Mstep: Class 50 contains 113329 members 
Mstep: Class 51 contains 31659 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 102782 members 
Mstep: Class 54 contains 93737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194685712.000000 Penalty: 126004.695312
Iteration 251Q: 55 clusters Score -1.946857e+08 nChanged 8144
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 15634 members 
Mstep: Class 3 contains 3427 members 
Mstep: Class 4 contains 19170 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 93514 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192184 members 
Mstep: Class 11 contains 12102 members 
Mstep: Class 12 contains 29531 members 
Mstep: Class 13 contains 37627 members 
Mstep: Class 14 contains 12161 members 
Mstep: Class 15 contains 4368 members 
Mstep: Class 16 contains 91867 members 
Mstep: Class 17 contains 10556 members 
Mstep: Class 18 contains 8946 members 
Mstep: Class 19 contains 22638 members 
Mstep: Class 20 contains 1458 members 
Mstep: Class 21 contains 31787 members 
Mstep: Class 22 contains 36612 members 
Mstep: Class 23 contains 62270 members 
Mstep: Class 24 contains 13438 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 607 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12837 members 
Mstep: Class 29 contains 31896 members 
Mstep: Class 30 contains 3819 members 
Mstep: Class 31 contains 8566 members 
Mstep: Class 32 contains 7523 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 84306 members 
Mstep: Class 35 contains 87725 members 
Mstep: Class 36 contains 88950 members 
Mstep: Class 37 contains 13891 members 
Mstep: Class 38 contains 80005 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 108825 members 
Mstep: Class 43 contains 1009 members 
Mstep: Class 44 contains 70587 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 22112 members 
Mstep: Class 48 contains 50528 members 
Mstep: Class 49 contains 806 members 
Mstep: Class 50 contains 112733 members 
Mstep: Class 51 contains 32911 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 103169 members 
Mstep: Class 54 contains 94711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194685968.000000 Penalty: 126004.695312
Iteration 252Q: 55 clusters Score -1.94686e+08 nChanged 8534
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 15965 members 
Mstep: Class 3 contains 3428 members 
Mstep: Class 4 contains 19166 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 93409 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192173 members 
Mstep: Class 11 contains 12037 members 
Mstep: Class 12 contains 29531 members 
Mstep: Class 13 contains 37597 members 
Mstep: Class 14 contains 12114 members 
Mstep: Class 15 contains 4368 members 
Mstep: Class 16 contains 91845 members 
Mstep: Class 17 contains 10551 members 
Mstep: Class 18 contains 8937 members 
Mstep: Class 19 contains 22633 members 
Mstep: Class 20 contains 1458 members 
Mstep: Class 21 contains 31784 members 
Mstep: Class 22 contains 36676 members 
Mstep: Class 23 contains 61876 members 
Mstep: Class 24 contains 13442 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 607 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12836 members 
Mstep: Class 29 contains 31935 members 
Mstep: Class 30 contains 3819 members 
Mstep: Class 31 contains 8587 members 
Mstep: Class 32 contains 7523 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 84251 members 
Mstep: Class 35 contains 87059 members 
Mstep: Class 36 contains 88645 members 
Mstep: Class 37 contains 13992 members 
Mstep: Class 38 contains 79993 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 109094 members 
Mstep: Class 43 contains 1009 members 
Mstep: Class 44 contains 70340 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 21739 members 
Mstep: Class 48 contains 49796 members 
Mstep: Class 49 contains 806 members 
Mstep: Class 50 contains 112227 members 
Mstep: Class 51 contains 34199 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 103500 members 
Mstep: Class 54 contains 95859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194686448.000000 Penalty: 126004.695312
Iteration 253Q: 55 clusters Score -1.946864e+08 nChanged 8889
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 16248 members 
Mstep: Class 3 contains 3433 members 
Mstep: Class 4 contains 19163 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 93309 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192152 members 
Mstep: Class 11 contains 11971 members 
Mstep: Class 12 contains 29530 members 
Mstep: Class 13 contains 37563 members 
Mstep: Class 14 contains 12074 members 
Mstep: Class 15 contains 4369 members 
Mstep: Class 16 contains 91801 members 
Mstep: Class 17 contains 10549 members 
Mstep: Class 18 contains 8928 members 
Mstep: Class 19 contains 22627 members 
Mstep: Class 20 contains 1458 members 
Mstep: Class 21 contains 31779 members 
Mstep: Class 22 contains 36731 members 
Mstep: Class 23 contains 61486 members 
Mstep: Class 24 contains 13443 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 606 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12835 members 
Mstep: Class 29 contains 31965 members 
Mstep: Class 30 contains 3818 members 
Mstep: Class 31 contains 8602 members 
Mstep: Class 32 contains 7523 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 84198 members 
Mstep: Class 35 contains 86469 members 
Mstep: Class 36 contains 88307 members 
Mstep: Class 37 contains 14096 members 
Mstep: Class 38 contains 79988 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 109299 members 
Mstep: Class 43 contains 1009 members 
Mstep: Class 44 contains 70089 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 21340 members 
Mstep: Class 48 contains 49060 members 
Mstep: Class 49 contains 806 members 
Mstep: Class 50 contains 111766 members 
Mstep: Class 51 contains 35648 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 103849 members 
Mstep: Class 54 contains 96919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194686640.000000 Penalty: 126004.695312
Iteration 254Q: 55 clusters Score -1.946866e+08 nChanged 8859
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 16548 members 
Mstep: Class 3 contains 3438 members 
Mstep: Class 4 contains 19163 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 93197 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192132 members 
Mstep: Class 11 contains 11912 members 
Mstep: Class 12 contains 29527 members 
Mstep: Class 13 contains 37528 members 
Mstep: Class 14 contains 12035 members 
Mstep: Class 15 contains 4369 members 
Mstep: Class 16 contains 91829 members 
Mstep: Class 17 contains 10542 members 
Mstep: Class 18 contains 8922 members 
Mstep: Class 19 contains 22625 members 
Mstep: Class 20 contains 1458 members 
Mstep: Class 21 contains 31777 members 
Mstep: Class 22 contains 36767 members 
Mstep: Class 23 contains 61094 members 
Mstep: Class 24 contains 13440 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 606 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12832 members 
Mstep: Class 29 contains 31988 members 
Mstep: Class 30 contains 3818 members 
Mstep: Class 31 contains 8615 members 
Mstep: Class 32 contains 7524 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 84138 members 
Mstep: Class 35 contains 85812 members 
Mstep: Class 36 contains 88029 members 
Mstep: Class 37 contains 14207 members 
Mstep: Class 38 contains 79975 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 109450 members 
Mstep: Class 43 contains 1009 members 
Mstep: Class 44 contains 69819 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 21006 members 
Mstep: Class 48 contains 48257 members 
Mstep: Class 49 contains 806 members 
Mstep: Class 50 contains 111308 members 
Mstep: Class 51 contains 37058 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 104087 members 
Mstep: Class 54 contains 98159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194686064.000000 Penalty: 126004.695312
Iteration 255Q: 55 clusters Score -1.946861e+08 nChanged 9322
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 16811 members 
Mstep: Class 3 contains 3445 members 
Mstep: Class 4 contains 19159 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 93072 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192122 members 
Mstep: Class 11 contains 11849 members 
Mstep: Class 12 contains 29521 members 
Mstep: Class 13 contains 37505 members 
Mstep: Class 14 contains 12002 members 
Mstep: Class 15 contains 4369 members 
Mstep: Class 16 contains 91751 members 
Mstep: Class 17 contains 10537 members 
Mstep: Class 18 contains 8925 members 
Mstep: Class 19 contains 22619 members 
Mstep: Class 20 contains 1458 members 
Mstep: Class 21 contains 31775 members 
Mstep: Class 22 contains 36801 members 
Mstep: Class 23 contains 60713 members 
Mstep: Class 24 contains 13442 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 606 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12831 members 
Mstep: Class 29 contains 31996 members 
Mstep: Class 30 contains 3817 members 
Mstep: Class 31 contains 8646 members 
Mstep: Class 32 contains 7524 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 84091 members 
Mstep: Class 35 contains 85149 members 
Mstep: Class 36 contains 87763 members 
Mstep: Class 37 contains 14314 members 
Mstep: Class 38 contains 79965 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 109428 members 
Mstep: Class 43 contains 1009 members 
Mstep: Class 44 contains 69611 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 20668 members 
Mstep: Class 48 contains 47389 members 
Mstep: Class 49 contains 806 members 
Mstep: Class 50 contains 110920 members 
Mstep: Class 51 contains 38675 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 104179 members 
Mstep: Class 54 contains 99543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194685888.000000 Penalty: 126004.695312
Iteration 256Q: 55 clusters Score -1.946859e+08 nChanged 9742
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 17070 members 
Mstep: Class 3 contains 3446 members 
Mstep: Class 4 contains 19154 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 92954 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192106 members 
Mstep: Class 11 contains 11771 members 
Mstep: Class 12 contains 29514 members 
Mstep: Class 13 contains 37478 members 
Mstep: Class 14 contains 11968 members 
Mstep: Class 15 contains 4369 members 
Mstep: Class 16 contains 91609 members 
Mstep: Class 17 contains 10532 members 
Mstep: Class 18 contains 8918 members 
Mstep: Class 19 contains 22610 members 
Mstep: Class 20 contains 1458 members 
Mstep: Class 21 contains 31776 members 
Mstep: Class 22 contains 36892 members 
Mstep: Class 23 contains 60335 members 
Mstep: Class 24 contains 13441 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 606 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12831 members 
Mstep: Class 29 contains 32016 members 
Mstep: Class 30 contains 3816 members 
Mstep: Class 31 contains 8676 members 
Mstep: Class 32 contains 7524 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 84043 members 
Mstep: Class 35 contains 84408 members 
Mstep: Class 36 contains 87498 members 
Mstep: Class 37 contains 14394 members 
Mstep: Class 38 contains 79964 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 109343 members 
Mstep: Class 43 contains 1009 members 
Mstep: Class 44 contains 69513 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 20371 members 
Mstep: Class 48 contains 46417 members 
Mstep: Class 49 contains 806 members 
Mstep: Class 50 contains 110512 members 
Mstep: Class 51 contains 40481 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 104270 members 
Mstep: Class 54 contains 100907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194685808.000000 Penalty: 126004.695312
Iteration 257Q: 55 clusters Score -1.946858e+08 nChanged 10439
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 17304 members 
Mstep: Class 3 contains 3445 members 
Mstep: Class 4 contains 19143 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 92842 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192098 members 
Mstep: Class 11 contains 11687 members 
Mstep: Class 12 contains 29510 members 
Mstep: Class 13 contains 37456 members 
Mstep: Class 14 contains 11962 members 
Mstep: Class 15 contains 4370 members 
Mstep: Class 16 contains 91417 members 
Mstep: Class 17 contains 10524 members 
Mstep: Class 18 contains 8919 members 
Mstep: Class 19 contains 22600 members 
Mstep: Class 20 contains 1458 members 
Mstep: Class 21 contains 31776 members 
Mstep: Class 22 contains 37015 members 
Mstep: Class 23 contains 59912 members 
Mstep: Class 24 contains 13441 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 607 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12832 members 
Mstep: Class 29 contains 32006 members 
Mstep: Class 30 contains 3816 members 
Mstep: Class 31 contains 8696 members 
Mstep: Class 32 contains 7524 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 83979 members 
Mstep: Class 35 contains 83545 members 
Mstep: Class 36 contains 87158 members 
Mstep: Class 37 contains 14446 members 
Mstep: Class 38 contains 79957 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 109161 members 
Mstep: Class 43 contains 1009 members 
Mstep: Class 44 contains 69525 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 20052 members 
Mstep: Class 48 contains 45392 members 
Mstep: Class 49 contains 806 members 
Mstep: Class 50 contains 110171 members 
Mstep: Class 51 contains 42435 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 104327 members 
Mstep: Class 54 contains 102483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194686448.000000 Penalty: 126004.695312
Iteration 258Q: 55 clusters Score -1.946864e+08 nChanged 10797
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 17521 members 
Mstep: Class 3 contains 3446 members 
Mstep: Class 4 contains 19148 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 92759 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192090 members 
Mstep: Class 11 contains 11592 members 
Mstep: Class 12 contains 29511 members 
Mstep: Class 13 contains 37411 members 
Mstep: Class 14 contains 11967 members 
Mstep: Class 15 contains 4370 members 
Mstep: Class 16 contains 91188 members 
Mstep: Class 17 contains 10512 members 
Mstep: Class 18 contains 8932 members 
Mstep: Class 19 contains 22596 members 
Mstep: Class 20 contains 1458 members 
Mstep: Class 21 contains 31777 members 
Mstep: Class 22 contains 37165 members 
Mstep: Class 23 contains 59482 members 
Mstep: Class 24 contains 13436 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 609 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12834 members 
Mstep: Class 29 contains 31992 members 
Mstep: Class 30 contains 3815 members 
Mstep: Class 31 contains 8714 members 
Mstep: Class 32 contains 7524 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 83921 members 
Mstep: Class 35 contains 82569 members 
Mstep: Class 36 contains 86791 members 
Mstep: Class 37 contains 14499 members 
Mstep: Class 38 contains 79955 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 821 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 108708 members 
Mstep: Class 43 contains 1009 members 
Mstep: Class 44 contains 69608 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 19730 members 
Mstep: Class 48 contains 44247 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 109870 members 
Mstep: Class 51 contains 44560 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 104352 members 
Mstep: Class 54 contains 104334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194686432.000000 Penalty: 126004.695312
Iteration 259Q: 55 clusters Score -1.946864e+08 nChanged 10924
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 17735 members 
Mstep: Class 3 contains 3449 members 
Mstep: Class 4 contains 19151 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 92682 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192074 members 
Mstep: Class 11 contains 11543 members 
Mstep: Class 12 contains 29515 members 
Mstep: Class 13 contains 37386 members 
Mstep: Class 14 contains 11964 members 
Mstep: Class 15 contains 4370 members 
Mstep: Class 16 contains 90904 members 
Mstep: Class 17 contains 10505 members 
Mstep: Class 18 contains 8929 members 
Mstep: Class 19 contains 22588 members 
Mstep: Class 20 contains 1458 members 
Mstep: Class 21 contains 31778 members 
Mstep: Class 22 contains 37267 members 
Mstep: Class 23 contains 59051 members 
Mstep: Class 24 contains 13433 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 609 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12834 members 
Mstep: Class 29 contains 31998 members 
Mstep: Class 30 contains 3815 members 
Mstep: Class 31 contains 8723 members 
Mstep: Class 32 contains 7524 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 83898 members 
Mstep: Class 35 contains 81517 members 
Mstep: Class 36 contains 86461 members 
Mstep: Class 37 contains 14532 members 
Mstep: Class 38 contains 79947 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 821 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 107950 members 
Mstep: Class 43 contains 1009 members 
Mstep: Class 44 contains 69726 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 19455 members 
Mstep: Class 48 contains 43124 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 109546 members 
Mstep: Class 51 contains 46799 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 104409 members 
Mstep: Class 54 contains 106344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194686192.000000 Penalty: 126004.695312
Iteration 260F: 55 clusters Score -1.946862e+08 nChanged 12257
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 18336 members 
Mstep: Class 3 contains 3457 members 
Mstep: Class 4 contains 19149 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 92606 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192057 members 
Mstep: Class 11 contains 11504 members 
Mstep: Class 12 contains 29510 members 
Mstep: Class 13 contains 37351 members 
Mstep: Class 14 contains 11978 members 
Mstep: Class 15 contains 4370 members 
Mstep: Class 16 contains 90542 members 
Mstep: Class 17 contains 10499 members 
Mstep: Class 18 contains 8927 members 
Mstep: Class 19 contains 22577 members 
Mstep: Class 20 contains 1458 members 
Mstep: Class 21 contains 31782 members 
Mstep: Class 22 contains 37368 members 
Mstep: Class 23 contains 58494 members 
Mstep: Class 24 contains 13432 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 609 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12834 members 
Mstep: Class 29 contains 32020 members 
Mstep: Class 30 contains 3817 members 
Mstep: Class 31 contains 8735 members 
Mstep: Class 32 contains 7524 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 83888 members 
Mstep: Class 35 contains 80335 members 
Mstep: Class 36 contains 86067 members 
Mstep: Class 37 contains 14584 members 
Mstep: Class 38 contains 79931 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 821 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 106594 members 
Mstep: Class 43 contains 1009 members 
Mstep: Class 44 contains 69937 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 19170 members 
Mstep: Class 48 contains 41932 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 108984 members 
Mstep: Class 51 contains 49425 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 104384 members 
Mstep: Class 54 contains 108826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194685456.000000 Penalty: 126004.695312
Iteration 261Q: 55 clusters Score -1.946855e+08 nChanged 12934
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 18904 members 
Mstep: Class 3 contains 3468 members 
Mstep: Class 4 contains 19136 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 92524 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192036 members 
Mstep: Class 11 contains 11451 members 
Mstep: Class 12 contains 29509 members 
Mstep: Class 13 contains 37312 members 
Mstep: Class 14 contains 11988 members 
Mstep: Class 15 contains 4371 members 
Mstep: Class 16 contains 90153 members 
Mstep: Class 17 contains 10497 members 
Mstep: Class 18 contains 8925 members 
Mstep: Class 19 contains 22575 members 
Mstep: Class 20 contains 1458 members 
Mstep: Class 21 contains 31786 members 
Mstep: Class 22 contains 37482 members 
Mstep: Class 23 contains 57849 members 
Mstep: Class 24 contains 13427 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 609 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12835 members 
Mstep: Class 29 contains 32055 members 
Mstep: Class 30 contains 3819 members 
Mstep: Class 31 contains 8754 members 
Mstep: Class 32 contains 7523 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 83866 members 
Mstep: Class 35 contains 79135 members 
Mstep: Class 36 contains 85666 members 
Mstep: Class 37 contains 14631 members 
Mstep: Class 38 contains 79912 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 821 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 104640 members 
Mstep: Class 43 contains 1009 members 
Mstep: Class 44 contains 70188 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 18959 members 
Mstep: Class 48 contains 40735 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 108477 members 
Mstep: Class 51 contains 52339 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 104498 members 
Mstep: Class 54 contains 111500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194685568.000000 Penalty: 126004.695312
Iteration 262Q: 55 clusters Score -1.946856e+08 nChanged 12719
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 19428 members 
Mstep: Class 3 contains 3474 members 
Mstep: Class 4 contains 19127 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 92452 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192034 members 
Mstep: Class 11 contains 11409 members 
Mstep: Class 12 contains 29508 members 
Mstep: Class 13 contains 37272 members 
Mstep: Class 14 contains 11990 members 
Mstep: Class 15 contains 4371 members 
Mstep: Class 16 contains 89921 members 
Mstep: Class 17 contains 10491 members 
Mstep: Class 18 contains 8930 members 
Mstep: Class 19 contains 22566 members 
Mstep: Class 20 contains 1457 members 
Mstep: Class 21 contains 31785 members 
Mstep: Class 22 contains 37616 members 
Mstep: Class 23 contains 57187 members 
Mstep: Class 24 contains 13420 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 609 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12836 members 
Mstep: Class 29 contains 32069 members 
Mstep: Class 30 contains 3822 members 
Mstep: Class 31 contains 8757 members 
Mstep: Class 32 contains 7523 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 83858 members 
Mstep: Class 35 contains 78039 members 
Mstep: Class 36 contains 85245 members 
Mstep: Class 37 contains 14662 members 
Mstep: Class 38 contains 79892 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 821 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 102111 members 
Mstep: Class 43 contains 1009 members 
Mstep: Class 44 contains 70507 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 18850 members 
Mstep: Class 48 contains 39812 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 108005 members 
Mstep: Class 51 contains 55409 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 104688 members 
Mstep: Class 54 contains 113860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194686624.000000 Penalty: 126004.695312
Iteration 263Q: 55 clusters Score -1.946866e+08 nChanged 12186
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 19927 members 
Mstep: Class 3 contains 3480 members 
Mstep: Class 4 contains 19119 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 92395 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192016 members 
Mstep: Class 11 contains 11364 members 
Mstep: Class 12 contains 29510 members 
Mstep: Class 13 contains 37219 members 
Mstep: Class 14 contains 11980 members 
Mstep: Class 15 contains 4371 members 
Mstep: Class 16 contains 90132 members 
Mstep: Class 17 contains 10476 members 
Mstep: Class 18 contains 8927 members 
Mstep: Class 19 contains 22561 members 
Mstep: Class 20 contains 1456 members 
Mstep: Class 21 contains 31786 members 
Mstep: Class 22 contains 37765 members 
Mstep: Class 23 contains 56542 members 
Mstep: Class 24 contains 13421 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 609 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12836 members 
Mstep: Class 29 contains 32070 members 
Mstep: Class 30 contains 3822 members 
Mstep: Class 31 contains 8755 members 
Mstep: Class 32 contains 7523 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 83868 members 
Mstep: Class 35 contains 77444 members 
Mstep: Class 36 contains 84795 members 
Mstep: Class 37 contains 14691 members 
Mstep: Class 38 contains 79882 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 821 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 99284 members 
Mstep: Class 43 contains 1009 members 
Mstep: Class 44 contains 70793 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 18797 members 
Mstep: Class 48 contains 39337 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 107575 members 
Mstep: Class 51 contains 58231 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 104913 members 
Mstep: Class 54 contains 115320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194686432.000000 Penalty: 126004.695312
Iteration 264Q: 55 clusters Score -1.946864e+08 nChanged 13003
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 20392 members 
Mstep: Class 3 contains 3488 members 
Mstep: Class 4 contains 19115 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 92313 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192007 members 
Mstep: Class 11 contains 11320 members 
Mstep: Class 12 contains 29508 members 
Mstep: Class 13 contains 37191 members 
Mstep: Class 14 contains 11971 members 
Mstep: Class 15 contains 4371 members 
Mstep: Class 16 contains 90589 members 
Mstep: Class 17 contains 10473 members 
Mstep: Class 18 contains 8922 members 
Mstep: Class 19 contains 22557 members 
Mstep: Class 20 contains 1457 members 
Mstep: Class 21 contains 31786 members 
Mstep: Class 22 contains 37887 members 
Mstep: Class 23 contains 55885 members 
Mstep: Class 24 contains 13421 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 609 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12835 members 
Mstep: Class 29 contains 32046 members 
Mstep: Class 30 contains 3825 members 
Mstep: Class 31 contains 8759 members 
Mstep: Class 32 contains 7524 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 83813 members 
Mstep: Class 35 contains 77158 members 
Mstep: Class 36 contains 84274 members 
Mstep: Class 37 contains 14715 members 
Mstep: Class 38 contains 79871 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 821 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 96204 members 
Mstep: Class 43 contains 1009 members 
Mstep: Class 44 contains 71109 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 18695 members 
Mstep: Class 48 contains 39209 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 107178 members 
Mstep: Class 51 contains 60863 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 105081 members 
Mstep: Class 54 contains 116571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194686944.000000 Penalty: 126004.695312
Iteration 265Q: 55 clusters Score -1.946869e+08 nChanged 13903
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 20808 members 
Mstep: Class 3 contains 3491 members 
Mstep: Class 4 contains 19111 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 92212 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192003 members 
Mstep: Class 11 contains 11279 members 
Mstep: Class 12 contains 29504 members 
Mstep: Class 13 contains 37183 members 
Mstep: Class 14 contains 11963 members 
Mstep: Class 15 contains 4371 members 
Mstep: Class 16 contains 91172 members 
Mstep: Class 17 contains 10460 members 
Mstep: Class 18 contains 8905 members 
Mstep: Class 19 contains 22550 members 
Mstep: Class 20 contains 1457 members 
Mstep: Class 21 contains 31786 members 
Mstep: Class 22 contains 37983 members 
Mstep: Class 23 contains 55237 members 
Mstep: Class 24 contains 13428 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 610 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12832 members 
Mstep: Class 29 contains 32019 members 
Mstep: Class 30 contains 3828 members 
Mstep: Class 31 contains 8760 members 
Mstep: Class 32 contains 7525 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 83771 members 
Mstep: Class 35 contains 77184 members 
Mstep: Class 36 contains 83778 members 
Mstep: Class 37 contains 14728 members 
Mstep: Class 38 contains 79860 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 821 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 93092 members 
Mstep: Class 43 contains 1009 members 
Mstep: Class 44 contains 71433 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 18583 members 
Mstep: Class 48 contains 39296 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 106817 members 
Mstep: Class 51 contains 63178 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 105151 members 
Mstep: Class 54 contains 117644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194686832.000000 Penalty: 126004.695312
Iteration 266Q: 55 clusters Score -1.946868e+08 nChanged 14636
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 21146 members 
Mstep: Class 3 contains 3499 members 
Mstep: Class 4 contains 19099 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 92070 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192001 members 
Mstep: Class 11 contains 11247 members 
Mstep: Class 12 contains 29502 members 
Mstep: Class 13 contains 37146 members 
Mstep: Class 14 contains 11961 members 
Mstep: Class 15 contains 4371 members 
Mstep: Class 16 contains 91850 members 
Mstep: Class 17 contains 10456 members 
Mstep: Class 18 contains 8894 members 
Mstep: Class 19 contains 22545 members 
Mstep: Class 20 contains 1457 members 
Mstep: Class 21 contains 31785 members 
Mstep: Class 22 contains 38087 members 
Mstep: Class 23 contains 54585 members 
Mstep: Class 24 contains 13421 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 610 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12829 members 
Mstep: Class 29 contains 31999 members 
Mstep: Class 30 contains 3831 members 
Mstep: Class 31 contains 8746 members 
Mstep: Class 32 contains 7524 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 83746 members 
Mstep: Class 35 contains 77460 members 
Mstep: Class 36 contains 83321 members 
Mstep: Class 37 contains 14720 members 
Mstep: Class 38 contains 79847 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 821 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 90227 members 
Mstep: Class 43 contains 1009 members 
Mstep: Class 44 contains 71726 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 18460 members 
Mstep: Class 48 contains 39593 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 106399 members 
Mstep: Class 51 contains 64981 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 105211 members 
Mstep: Class 54 contains 118640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194686880.000000 Penalty: 126004.695312
Iteration 267Q: 55 clusters Score -1.946869e+08 nChanged 14835
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 21443 members 
Mstep: Class 3 contains 3501 members 
Mstep: Class 4 contains 19084 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 91977 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 191994 members 
Mstep: Class 11 contains 11228 members 
Mstep: Class 12 contains 29498 members 
Mstep: Class 13 contains 37116 members 
Mstep: Class 14 contains 11970 members 
Mstep: Class 15 contains 4370 members 
Mstep: Class 16 contains 92577 members 
Mstep: Class 17 contains 10445 members 
Mstep: Class 18 contains 8879 members 
Mstep: Class 19 contains 22542 members 
Mstep: Class 20 contains 1457 members 
Mstep: Class 21 contains 31783 members 
Mstep: Class 22 contains 38109 members 
Mstep: Class 23 contains 53925 members 
Mstep: Class 24 contains 13417 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 610 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12828 members 
Mstep: Class 29 contains 31976 members 
Mstep: Class 30 contains 3834 members 
Mstep: Class 31 contains 8730 members 
Mstep: Class 32 contains 7524 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 83746 members 
Mstep: Class 35 contains 77894 members 
Mstep: Class 36 contains 82897 members 
Mstep: Class 37 contains 14706 members 
Mstep: Class 38 contains 79832 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 87636 members 
Mstep: Class 43 contains 1009 members 
Mstep: Class 44 contains 72100 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 18402 members 
Mstep: Class 48 contains 40066 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 106013 members 
Mstep: Class 51 contains 66119 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 105173 members 
Mstep: Class 54 contains 119590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194686128.000000 Penalty: 126004.695312
Iteration 268Q: 55 clusters Score -1.946861e+08 nChanged 13873
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 21769 members 
Mstep: Class 3 contains 3510 members 
Mstep: Class 4 contains 19080 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 91845 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 191998 members 
Mstep: Class 11 contains 11211 members 
Mstep: Class 12 contains 29496 members 
Mstep: Class 13 contains 37091 members 
Mstep: Class 14 contains 11984 members 
Mstep: Class 15 contains 4370 members 
Mstep: Class 16 contains 93302 members 
Mstep: Class 17 contains 10448 members 
Mstep: Class 18 contains 8875 members 
Mstep: Class 19 contains 22538 members 
Mstep: Class 20 contains 1457 members 
Mstep: Class 21 contains 31782 members 
Mstep: Class 22 contains 38141 members 
Mstep: Class 23 contains 53251 members 
Mstep: Class 24 contains 13406 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 610 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12829 members 
Mstep: Class 29 contains 31927 members 
Mstep: Class 30 contains 3835 members 
Mstep: Class 31 contains 8701 members 
Mstep: Class 32 contains 7524 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 83758 members 
Mstep: Class 35 contains 78414 members 
Mstep: Class 36 contains 82425 members 
Mstep: Class 37 contains 14703 members 
Mstep: Class 38 contains 79817 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 86195 members 
Mstep: Class 43 contains 1008 members 
Mstep: Class 44 contains 72568 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 18311 members 
Mstep: Class 48 contains 40658 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 105781 members 
Mstep: Class 51 contains 66087 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 104923 members 
Mstep: Class 54 contains 120372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194684640.000000 Penalty: 126004.695312
Iteration 269Q: 55 clusters Score -1.946846e+08 nChanged 12628
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 22111 members 
Mstep: Class 3 contains 3515 members 
Mstep: Class 4 contains 19074 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 91707 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192010 members 
Mstep: Class 11 contains 11192 members 
Mstep: Class 12 contains 29495 members 
Mstep: Class 13 contains 37065 members 
Mstep: Class 14 contains 11991 members 
Mstep: Class 15 contains 4370 members 
Mstep: Class 16 contains 93957 members 
Mstep: Class 17 contains 10440 members 
Mstep: Class 18 contains 8862 members 
Mstep: Class 19 contains 22536 members 
Mstep: Class 20 contains 1457 members 
Mstep: Class 21 contains 31780 members 
Mstep: Class 22 contains 38154 members 
Mstep: Class 23 contains 52552 members 
Mstep: Class 24 contains 13392 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 610 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12829 members 
Mstep: Class 29 contains 31924 members 
Mstep: Class 30 contains 3834 members 
Mstep: Class 31 contains 8671 members 
Mstep: Class 32 contains 7524 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 83809 members 
Mstep: Class 35 contains 79052 members 
Mstep: Class 36 contains 81993 members 
Mstep: Class 37 contains 14706 members 
Mstep: Class 38 contains 79796 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 85968 members 
Mstep: Class 43 contains 1008 members 
Mstep: Class 44 contains 72959 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 18229 members 
Mstep: Class 48 contains 41306 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 105557 members 
Mstep: Class 51 contains 64551 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 104633 members 
Mstep: Class 54 contains 121381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194683808.000000 Penalty: 126004.695312
Iteration 270Q: 55 clusters Score -1.946838e+08 nChanged 11944
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 22520 members 
Mstep: Class 3 contains 3527 members 
Mstep: Class 4 contains 19078 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 91573 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192016 members 
Mstep: Class 11 contains 11175 members 
Mstep: Class 12 contains 29491 members 
Mstep: Class 13 contains 37064 members 
Mstep: Class 14 contains 12009 members 
Mstep: Class 15 contains 4369 members 
Mstep: Class 16 contains 94609 members 
Mstep: Class 17 contains 10426 members 
Mstep: Class 18 contains 8841 members 
Mstep: Class 19 contains 22531 members 
Mstep: Class 20 contains 1458 members 
Mstep: Class 21 contains 31782 members 
Mstep: Class 22 contains 38154 members 
Mstep: Class 23 contains 51833 members 
Mstep: Class 24 contains 13379 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 610 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12830 members 
Mstep: Class 29 contains 31904 members 
Mstep: Class 30 contains 3835 members 
Mstep: Class 31 contains 8650 members 
Mstep: Class 32 contains 7524 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 83842 members 
Mstep: Class 35 contains 79746 members 
Mstep: Class 36 contains 81597 members 
Mstep: Class 37 contains 14693 members 
Mstep: Class 38 contains 79783 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 86282 members 
Mstep: Class 43 contains 1008 members 
Mstep: Class 44 contains 73303 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 18135 members 
Mstep: Class 48 contains 42002 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 105332 members 
Mstep: Class 51 contains 62382 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 104369 members 
Mstep: Class 54 contains 122338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194683600.000000 Penalty: 126004.695312
Iteration 271Q: 55 clusters Score -1.946836e+08 nChanged 11755
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 22960 members 
Mstep: Class 3 contains 3535 members 
Mstep: Class 4 contains 19083 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 91488 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192010 members 
Mstep: Class 11 contains 11140 members 
Mstep: Class 12 contains 29485 members 
Mstep: Class 13 contains 37064 members 
Mstep: Class 14 contains 12002 members 
Mstep: Class 15 contains 4369 members 
Mstep: Class 16 contains 95129 members 
Mstep: Class 17 contains 10418 members 
Mstep: Class 18 contains 8832 members 
Mstep: Class 19 contains 22528 members 
Mstep: Class 20 contains 1458 members 
Mstep: Class 21 contains 31786 members 
Mstep: Class 22 contains 38189 members 
Mstep: Class 23 contains 51166 members 
Mstep: Class 24 contains 13373 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 610 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12830 members 
Mstep: Class 29 contains 31869 members 
Mstep: Class 30 contains 3835 members 
Mstep: Class 31 contains 8630 members 
Mstep: Class 32 contains 7524 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 83888 members 
Mstep: Class 35 contains 80579 members 
Mstep: Class 36 contains 81123 members 
Mstep: Class 37 contains 14677 members 
Mstep: Class 38 contains 79775 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 86751 members 
Mstep: Class 43 contains 1008 members 
Mstep: Class 44 contains 73605 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 17999 members 
Mstep: Class 48 contains 42739 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 105172 members 
Mstep: Class 51 contains 59947 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 104249 members 
Mstep: Class 54 contains 123175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194682272.000000 Penalty: 126004.695312
Iteration 272Q: 55 clusters Score -1.946823e+08 nChanged 11973
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 23426 members 
Mstep: Class 3 contains 3548 members 
Mstep: Class 4 contains 19090 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 91448 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192006 members 
Mstep: Class 11 contains 11105 members 
Mstep: Class 12 contains 29473 members 
Mstep: Class 13 contains 37037 members 
Mstep: Class 14 contains 12012 members 
Mstep: Class 15 contains 4369 members 
Mstep: Class 16 contains 95759 members 
Mstep: Class 17 contains 10411 members 
Mstep: Class 18 contains 8821 members 
Mstep: Class 19 contains 22525 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 31785 members 
Mstep: Class 22 contains 38225 members 
Mstep: Class 23 contains 50509 members 
Mstep: Class 24 contains 13373 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 610 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12830 members 
Mstep: Class 29 contains 31791 members 
Mstep: Class 30 contains 3836 members 
Mstep: Class 31 contains 8611 members 
Mstep: Class 32 contains 7524 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 83918 members 
Mstep: Class 35 contains 81561 members 
Mstep: Class 36 contains 80606 members 
Mstep: Class 37 contains 14671 members 
Mstep: Class 38 contains 79770 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 87252 members 
Mstep: Class 43 contains 1008 members 
Mstep: Class 44 contains 73925 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 17864 members 
Mstep: Class 48 contains 43597 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 105011 members 
Mstep: Class 51 contains 57477 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 104205 members 
Mstep: Class 54 contains 123552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194682896.000000 Penalty: 126004.695312
Iteration 273Q: 55 clusters Score -1.946829e+08 nChanged 12218
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 23871 members 
Mstep: Class 3 contains 3563 members 
Mstep: Class 4 contains 19094 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 91438 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192020 members 
Mstep: Class 11 contains 11069 members 
Mstep: Class 12 contains 29463 members 
Mstep: Class 13 contains 37007 members 
Mstep: Class 14 contains 12010 members 
Mstep: Class 15 contains 4369 members 
Mstep: Class 16 contains 96324 members 
Mstep: Class 17 contains 10412 members 
Mstep: Class 18 contains 8822 members 
Mstep: Class 19 contains 22520 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 31786 members 
Mstep: Class 22 contains 38260 members 
Mstep: Class 23 contains 49774 members 
Mstep: Class 24 contains 13363 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 611 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12830 members 
Mstep: Class 29 contains 31698 members 
Mstep: Class 30 contains 3836 members 
Mstep: Class 31 contains 8587 members 
Mstep: Class 32 contains 7524 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 83956 members 
Mstep: Class 35 contains 82604 members 
Mstep: Class 36 contains 80060 members 
Mstep: Class 37 contains 14660 members 
Mstep: Class 38 contains 79764 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 476 members 
Mstep: Class 42 contains 87797 members 
Mstep: Class 43 contains 1008 members 
Mstep: Class 44 contains 74247 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 17739 members 
Mstep: Class 48 contains 44521 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 104979 members 
Mstep: Class 51 contains 54961 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 104249 members 
Mstep: Class 54 contains 123746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194683456.000000 Penalty: 126004.695312
Iteration 274Q: 55 clusters Score -1.946835e+08 nChanged 12468
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 24333 members 
Mstep: Class 3 contains 3572 members 
Mstep: Class 4 contains 19093 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 91431 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192028 members 
Mstep: Class 11 contains 11030 members 
Mstep: Class 12 contains 29459 members 
Mstep: Class 13 contains 36987 members 
Mstep: Class 14 contains 11990 members 
Mstep: Class 15 contains 4370 members 
Mstep: Class 16 contains 96850 members 
Mstep: Class 17 contains 10406 members 
Mstep: Class 18 contains 8818 members 
Mstep: Class 19 contains 22520 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 31786 members 
Mstep: Class 22 contains 38311 members 
Mstep: Class 23 contains 48899 members 
Mstep: Class 24 contains 13369 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12831 members 
Mstep: Class 29 contains 31660 members 
Mstep: Class 30 contains 3836 members 
Mstep: Class 31 contains 8566 members 
Mstep: Class 32 contains 7524 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 83964 members 
Mstep: Class 35 contains 83813 members 
Mstep: Class 36 contains 79528 members 
Mstep: Class 37 contains 14659 members 
Mstep: Class 38 contains 79755 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 88325 members 
Mstep: Class 43 contains 1008 members 
Mstep: Class 44 contains 74423 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 17618 members 
Mstep: Class 48 contains 45622 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 105003 members 
Mstep: Class 51 contains 52572 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 104246 members 
Mstep: Class 54 contains 123726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194682864.000000 Penalty: 126004.695312
Iteration 275Q: 55 clusters Score -1.946829e+08 nChanged 12661
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 24773 members 
Mstep: Class 3 contains 3588 members 
Mstep: Class 4 contains 19091 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 91375 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192028 members 
Mstep: Class 11 contains 10996 members 
Mstep: Class 12 contains 29454 members 
Mstep: Class 13 contains 36967 members 
Mstep: Class 14 contains 11970 members 
Mstep: Class 15 contains 4371 members 
Mstep: Class 16 contains 97450 members 
Mstep: Class 17 contains 10403 members 
Mstep: Class 18 contains 8812 members 
Mstep: Class 19 contains 22517 members 
Mstep: Class 20 contains 1458 members 
Mstep: Class 21 contains 31785 members 
Mstep: Class 22 contains 38340 members 
Mstep: Class 23 contains 48018 members 
Mstep: Class 24 contains 13371 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12831 members 
Mstep: Class 29 contains 31634 members 
Mstep: Class 30 contains 3833 members 
Mstep: Class 31 contains 8537 members 
Mstep: Class 32 contains 7524 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 83970 members 
Mstep: Class 35 contains 85083 members 
Mstep: Class 36 contains 78963 members 
Mstep: Class 37 contains 14677 members 
Mstep: Class 38 contains 79747 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 88874 members 
Mstep: Class 43 contains 1008 members 
Mstep: Class 44 contains 74515 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 17462 members 
Mstep: Class 48 contains 46809 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 105165 members 
Mstep: Class 51 contains 50297 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 104148 members 
Mstep: Class 54 contains 123546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194682384.000000 Penalty: 126004.695312
Iteration 276Q: 55 clusters Score -1.946824e+08 nChanged 12833
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 25223 members 
Mstep: Class 3 contains 3596 members 
Mstep: Class 4 contains 19086 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 91322 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192029 members 
Mstep: Class 11 contains 10971 members 
Mstep: Class 12 contains 29456 members 
Mstep: Class 13 contains 36947 members 
Mstep: Class 14 contains 11962 members 
Mstep: Class 15 contains 4371 members 
Mstep: Class 16 contains 97784 members 
Mstep: Class 17 contains 10398 members 
Mstep: Class 18 contains 8808 members 
Mstep: Class 19 contains 22516 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 31784 members 
Mstep: Class 22 contains 38340 members 
Mstep: Class 23 contains 47070 members 
Mstep: Class 24 contains 13371 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12830 members 
Mstep: Class 29 contains 31591 members 
Mstep: Class 30 contains 3833 members 
Mstep: Class 31 contains 8512 members 
Mstep: Class 32 contains 7524 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 83988 members 
Mstep: Class 35 contains 86496 members 
Mstep: Class 36 contains 78304 members 
Mstep: Class 37 contains 14685 members 
Mstep: Class 38 contains 79743 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 89466 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 74504 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 17262 members 
Mstep: Class 48 contains 48181 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 105498 members 
Mstep: Class 51 contains 48184 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 104091 members 
Mstep: Class 54 contains 123198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194683296.000000 Penalty: 126004.695312
Iteration 277Q: 55 clusters Score -1.946833e+08 nChanged 12600
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 25685 members 
Mstep: Class 3 contains 3608 members 
Mstep: Class 4 contains 19082 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 91254 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192021 members 
Mstep: Class 11 contains 10961 members 
Mstep: Class 12 contains 29453 members 
Mstep: Class 13 contains 36929 members 
Mstep: Class 14 contains 11946 members 
Mstep: Class 15 contains 4372 members 
Mstep: Class 16 contains 98181 members 
Mstep: Class 17 contains 10395 members 
Mstep: Class 18 contains 8807 members 
Mstep: Class 19 contains 22511 members 
Mstep: Class 20 contains 1460 members 
Mstep: Class 21 contains 31783 members 
Mstep: Class 22 contains 38325 members 
Mstep: Class 23 contains 46111 members 
Mstep: Class 24 contains 13385 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12830 members 
Mstep: Class 29 contains 31542 members 
Mstep: Class 30 contains 3834 members 
Mstep: Class 31 contains 8480 members 
Mstep: Class 32 contains 7524 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 84012 members 
Mstep: Class 35 contains 87898 members 
Mstep: Class 36 contains 77636 members 
Mstep: Class 37 contains 14665 members 
Mstep: Class 38 contains 79735 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 90060 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 74407 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 17064 members 
Mstep: Class 48 contains 49617 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 105812 members 
Mstep: Class 51 contains 46331 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 104031 members 
Mstep: Class 54 contains 122636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194683984.000000 Penalty: 126004.695312
Iteration 278Q: 55 clusters Score -1.94684e+08 nChanged 12594
Entering ConstructFrom: 
Score: -194683984.000000 Penalty: 126004.695312
Entering ConstructFrom: 
Trying to split cluster 1 (341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Entering Unmasked Estep 
Score: -22548.951172 Penalty: 947.680908
	Iteration 0F: 2 clusters Score -22548.95 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 188 members 
Entering Unmasked Estep 
Score: -21678.226562 Penalty: 1895.361816
	Iteration 0F: 3 clusters Score -21678.23 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -21904.335938 Penalty: 1895.361816
	Iteration 1F: 3 clusters Score -21904.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -21964.740234 Penalty: 1895.361816
	Iteration 2F: 3 clusters Score -21964.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -22066.201172 Penalty: 1895.361816
	Iteration 3Q: 3 clusters Score -22066.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -22119.666016 Penalty: 1895.361816
	Iteration 4Q: 3 clusters Score -22119.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -22183.607422 Penalty: 1895.361816
	Iteration 5Q: 3 clusters Score -22183.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -22202.273438 Penalty: 1895.361816
	Iteration 6Q: 3 clusters Score -22202.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -22226.470703 Penalty: 1895.361816
	Iteration 7Q: 3 clusters Score -22226.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -22247.880859 Penalty: 1895.361816
	Iteration 8Q: 3 clusters Score -22247.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -22264.607422 Penalty: 1895.361816
	Iteration 9Q: 3 clusters Score -22264.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -22264.607422 Penalty: 1895.361816
	Iteration 10F: 3 clusters Score -22264.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (26146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Entering Unmasked Estep 
Score: -3136478.000000 Penalty: 1652.860840
	Iteration 0F: 2 clusters Score -3136478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -3118783.500000 Penalty: 3305.721680
	Iteration 0F: 3 clusters Score -3118784 nChanged 12024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -3125247.250000 Penalty: 3305.721680
	Iteration 1F: 3 clusters Score -3125247 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -3125516.000000 Penalty: 3305.721680
	Iteration 2Q: 3 clusters Score -3125516 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -3125760.500000 Penalty: 3305.721680
	Iteration 3Q: 3 clusters Score -3125760 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -3125972.750000 Penalty: 3305.721680
	Iteration 4Q: 3 clusters Score -3125973 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -3126174.750000 Penalty: 3305.721680
	Iteration 5Q: 3 clusters Score -3126175 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -3126359.750000 Penalty: 3305.721680
	Iteration 6Q: 3 clusters Score -3126360 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -3126556.250000 Penalty: 3305.721680
	Iteration 7Q: 3 clusters Score -3126556 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -3126779.750000 Penalty: 3305.721680
	Iteration 8Q: 3 clusters Score -3126780 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -3127067.750000 Penalty: 3305.721680
	Iteration 9Q: 3 clusters Score -3127068 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -3127511.000000 Penalty: 3305.721680
	Iteration 10Q: 3 clusters Score -3127511 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -3128163.500000 Penalty: 3305.721680
	Iteration 11Q: 3 clusters Score -3128164 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -3129147.000000 Penalty: 3305.721680
	Iteration 12F: 3 clusters Score -3129147 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -3130208.250000 Penalty: 3305.721680
	Iteration 13F: 3 clusters Score -3130208 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -3131017.500000 Penalty: 3305.721680
	Iteration 14Q: 3 clusters Score -3131018 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -3131494.500000 Penalty: 3305.721680
	Iteration 15Q: 3 clusters Score -3131494 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -3131777.000000 Penalty: 3305.721680
	Iteration 16Q: 3 clusters Score -3131777 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -3131999.000000 Penalty: 3305.721680
	Iteration 17Q: 3 clusters Score -3131999 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -3132285.750000 Penalty: 3305.721680
	Iteration 18Q: 3 clusters Score -3132286 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -3132582.250000 Penalty: 3305.721680
	Iteration 19Q: 3 clusters Score -3132582 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -3132822.500000 Penalty: 3305.721680
	Iteration 20F: 3 clusters Score -3132822 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -3133057.500000 Penalty: 3305.721680
	Iteration 21Q: 3 clusters Score -3133058 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -3133234.250000 Penalty: 3305.721680
	Iteration 22Q: 3 clusters Score -3133234 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -3133342.500000 Penalty: 3305.721680
	Iteration 23Q: 3 clusters Score -3133342 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -3133445.750000 Penalty: 3305.721680
	Iteration 24Q: 3 clusters Score -3133446 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -3133534.000000 Penalty: 3305.721680
	Iteration 25Q: 3 clusters Score -3133534 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -3133585.000000 Penalty: 3305.721680
	Iteration 26Q: 3 clusters Score -3133585 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -3133631.000000 Penalty: 3305.721680
	Iteration 27Q: 3 clusters Score -3133631 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -3133698.000000 Penalty: 3305.721680
	Iteration 28Q: 3 clusters Score -3133698 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -3133782.250000 Penalty: 3305.721680
	Iteration 29Q: 3 clusters Score -3133782 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -3133854.250000 Penalty: 3305.721680
	Iteration 30Q: 3 clusters Score -3133854 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -3133921.250000 Penalty: 3305.721680
	Iteration 31Q: 3 clusters Score -3133921 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -3134012.250000 Penalty: 3305.721680
	Iteration 32Q: 3 clusters Score -3134012 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -3134084.000000 Penalty: 3305.721680
	Iteration 33Q: 3 clusters Score -3134084 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -3134147.750000 Penalty: 3305.721680
	Iteration 34Q: 3 clusters Score -3134148 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -3134207.500000 Penalty: 3305.721680
	Iteration 35Q: 3 clusters Score -3134208 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -3134271.250000 Penalty: 3305.721680
	Iteration 36Q: 3 clusters Score -3134271 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -3134334.250000 Penalty: 3305.721680
	Iteration 37Q: 3 clusters Score -3134334 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -3134397.750000 Penalty: 3305.721680
	Iteration 38Q: 3 clusters Score -3134398 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -3134446.250000 Penalty: 3305.721680
	Iteration 39Q: 3 clusters Score -3134446 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -3134523.500000 Penalty: 3305.721680
	Iteration 40F: 3 clusters Score -3134524 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -3134553.500000 Penalty: 3305.721680
	Iteration 41Q: 3 clusters Score -3134554 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -3134601.000000 Penalty: 3305.721680
	Iteration 42Q: 3 clusters Score -3134601 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -3134642.250000 Penalty: 3305.721680
	Iteration 43Q: 3 clusters Score -3134642 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -3134681.000000 Penalty: 3305.721680
	Iteration 44Q: 3 clusters Score -3134681 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -3134712.000000 Penalty: 3305.721680
	Iteration 45Q: 3 clusters Score -3134712 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -3134742.500000 Penalty: 3305.721680
	Iteration 46Q: 3 clusters Score -3134742 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -3134770.000000 Penalty: 3305.721680
	Iteration 47Q: 3 clusters Score -3134770 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -3134801.500000 Penalty: 3305.721680
	Iteration 48Q: 3 clusters Score -3134802 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -3134811.000000 Penalty: 3305.721680
	Iteration 49Q: 3 clusters Score -3134811 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -3134835.750000 Penalty: 3305.721680
	Iteration 50Q: 3 clusters Score -3134836 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -3134867.500000 Penalty: 3305.721680
	Iteration 51Q: 3 clusters Score -3134868 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -3134897.750000 Penalty: 3305.721680
	Iteration 52Q: 3 clusters Score -3134898 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -3134919.250000 Penalty: 3305.721680
	Iteration 53Q: 3 clusters Score -3134919 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -3134937.250000 Penalty: 3305.721680
	Iteration 54Q: 3 clusters Score -3134937 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -3134957.250000 Penalty: 3305.721680
	Iteration 55Q: 3 clusters Score -3134957 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -3134972.500000 Penalty: 3305.721680
	Iteration 56Q: 3 clusters Score -3134972 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -3134991.000000 Penalty: 3305.721680
	Iteration 57Q: 3 clusters Score -3134991 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -3134996.000000 Penalty: 3305.721680
	Iteration 58Q: 3 clusters Score -3134996 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -3135009.750000 Penalty: 3305.721680
	Iteration 59Q: 3 clusters Score -3135010 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -3135010.250000 Penalty: 3305.721680
	Iteration 60F: 3 clusters Score -3135010 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -3135024.500000 Penalty: 3305.721680
	Iteration 61Q: 3 clusters Score -3135024 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -3135018.750000 Penalty: 3305.721680
	Iteration 62Q: 3 clusters Score -3135019 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -3135030.250000 Penalty: 3305.721680
	Iteration 63Q: 3 clusters Score -3135030 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -3135041.500000 Penalty: 3305.721680
	Iteration 64Q: 3 clusters Score -3135042 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -3135048.500000 Penalty: 3305.721680
	Iteration 65Q: 3 clusters Score -3135048 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -3135055.000000 Penalty: 3305.721680
	Iteration 66Q: 3 clusters Score -3135055 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -3135062.500000 Penalty: 3305.721680
	Iteration 67Q: 3 clusters Score -3135062 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -3135070.250000 Penalty: 3305.721680
	Iteration 68Q: 3 clusters Score -3135070 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -3135077.250000 Penalty: 3305.721680
	Iteration 69Q: 3 clusters Score -3135077 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -3135086.000000 Penalty: 3305.721680
	Iteration 70Q: 3 clusters Score -3135086 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -3135086.750000 Penalty: 3305.721680
	Iteration 71Q: 3 clusters Score -3135087 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -3135093.750000 Penalty: 3305.721680
	Iteration 72Q: 3 clusters Score -3135094 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -3135103.250000 Penalty: 3305.721680
	Iteration 73Q: 3 clusters Score -3135103 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -3135105.000000 Penalty: 3305.721680
	Iteration 74Q: 3 clusters Score -3135105 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -3135106.500000 Penalty: 3305.721680
	Iteration 75Q: 3 clusters Score -3135106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -3135105.750000 Penalty: 3305.721680
	Iteration 76Q: 3 clusters Score -3135106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -3135104.250000 Penalty: 3305.721680
	Iteration 77Q: 3 clusters Score -3135104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -3135105.250000 Penalty: 3305.721680
	Iteration 78Q: 3 clusters Score -3135105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -3135102.000000 Penalty: 3305.721680
	Iteration 79Q: 3 clusters Score -3135102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -3135101.750000 Penalty: 3305.721680
	Iteration 80F: 3 clusters Score -3135102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Entering Unmasked Estep 
Score: -416297.437500 Penalty: 1331.292725
	Iteration 0F: 2 clusters Score -416297.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -413174.781250 Penalty: 2662.585449
	Iteration 0F: 3 clusters Score -413174.8 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -413929.093750 Penalty: 2662.585449
	Iteration 1F: 3 clusters Score -413929.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -414059.812500 Penalty: 2662.585449
	Iteration 2F: 3 clusters Score -414059.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -414143.937500 Penalty: 2662.585449
	Iteration 3Q: 3 clusters Score -414143.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -414203.906250 Penalty: 2662.585449
	Iteration 4Q: 3 clusters Score -414203.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -414249.093750 Penalty: 2662.585449
	Iteration 5Q: 3 clusters Score -414249.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -414293.125000 Penalty: 2662.585449
	Iteration 6Q: 3 clusters Score -414293.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -414331.593750 Penalty: 2662.585449
	Iteration 7Q: 3 clusters Score -414331.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -414371.906250 Penalty: 2662.585449
	Iteration 8Q: 3 clusters Score -414371.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -414413.218750 Penalty: 2662.585449
	Iteration 9Q: 3 clusters Score -414413.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -414454.156250 Penalty: 2662.585449
	Iteration 10Q: 3 clusters Score -414454.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -414486.156250 Penalty: 2662.585449
	Iteration 11Q: 3 clusters Score -414486.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -414509.500000 Penalty: 2662.585449
	Iteration 12Q: 3 clusters Score -414509.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -414532.218750 Penalty: 2662.585449
	Iteration 13Q: 3 clusters Score -414532.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -414560.468750 Penalty: 2662.585449
	Iteration 14Q: 3 clusters Score -414560.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -414590.406250 Penalty: 2662.585449
	Iteration 15Q: 3 clusters Score -414590.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -414618.750000 Penalty: 2662.585449
	Iteration 16Q: 3 clusters Score -414618.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -414651.000000 Penalty: 2662.585449
	Iteration 17Q: 3 clusters Score -414651 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -414688.750000 Penalty: 2662.585449
	Iteration 18Q: 3 clusters Score -414688.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -414728.812500 Penalty: 2662.585449
	Iteration 19Q: 3 clusters Score -414728.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -414773.312500 Penalty: 2662.585449
	Iteration 20F: 3 clusters Score -414773.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -414824.156250 Penalty: 2662.585449
	Iteration 21Q: 3 clusters Score -414824.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -414877.343750 Penalty: 2662.585449
	Iteration 22Q: 3 clusters Score -414877.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -414938.062500 Penalty: 2662.585449
	Iteration 23Q: 3 clusters Score -414938.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -415006.875000 Penalty: 2662.585449
	Iteration 24Q: 3 clusters Score -415006.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -415061.968750 Penalty: 2662.585449
	Iteration 25Q: 3 clusters Score -415062 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -415113.468750 Penalty: 2662.585449
	Iteration 26Q: 3 clusters Score -415113.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -415146.468750 Penalty: 2662.585449
	Iteration 27Q: 3 clusters Score -415146.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -415177.125000 Penalty: 2662.585449
	Iteration 28Q: 3 clusters Score -415177.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -415201.093750 Penalty: 2662.585449
	Iteration 29Q: 3 clusters Score -415201.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -415219.187500 Penalty: 2662.585449
	Iteration 30Q: 3 clusters Score -415219.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -415238.000000 Penalty: 2662.585449
	Iteration 31Q: 3 clusters Score -415238 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -415257.031250 Penalty: 2662.585449
	Iteration 32Q: 3 clusters Score -415257 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -415270.968750 Penalty: 2662.585449
	Iteration 33Q: 3 clusters Score -415271 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -415281.250000 Penalty: 2662.585449
	Iteration 34Q: 3 clusters Score -415281.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -415289.718750 Penalty: 2662.585449
	Iteration 35Q: 3 clusters Score -415289.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -415294.000000 Penalty: 2662.585449
	Iteration 36Q: 3 clusters Score -415294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -415298.156250 Penalty: 2662.585449
	Iteration 37Q: 3 clusters Score -415298.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -415300.156250 Penalty: 2662.585449
	Iteration 38Q: 3 clusters Score -415300.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -415301.625000 Penalty: 2662.585449
	Iteration 39Q: 3 clusters Score -415301.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -415304.281250 Penalty: 2662.585449
	Iteration 40F: 3 clusters Score -415304.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -415305.562500 Penalty: 2662.585449
	Iteration 41Q: 3 clusters Score -415305.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -415309.781250 Penalty: 2662.585449
	Iteration 42Q: 3 clusters Score -415309.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -415310.937500 Penalty: 2662.585449
	Iteration 43Q: 3 clusters Score -415310.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -415311.562500 Penalty: 2662.585449
	Iteration 44Q: 3 clusters Score -415311.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -415312.656250 Penalty: 2662.585449
	Iteration 45Q: 3 clusters Score -415312.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -415312.781250 Penalty: 2662.585449
	Iteration 46Q: 3 clusters Score -415312.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -415313.437500 Penalty: 2662.585449
	Iteration 47Q: 3 clusters Score -415313.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -415314.406250 Penalty: 2662.585449
	Iteration 48Q: 3 clusters Score -415314.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -415314.437500 Penalty: 2662.585449
	Iteration 49Q: 3 clusters Score -415314.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -415314.750000 Penalty: 2662.585449
	Iteration 50Q: 3 clusters Score -415314.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -415314.750000 Penalty: 2662.585449
	Iteration 51F: 3 clusters Score -415314.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Entering Unmasked Estep 
Score: -2199555.750000 Penalty: 1601.689819
	Iteration 0F: 2 clusters Score -2199556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -2186461.500000 Penalty: 3203.379639
	Iteration 0F: 3 clusters Score -2186462 nChanged 8583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -2191257.250000 Penalty: 3203.379639
	Iteration 1F: 3 clusters Score -2191257 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -2191792.000000 Penalty: 3203.379639
	Iteration 2F: 3 clusters Score -2191792 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -2192412.500000 Penalty: 3203.379639
	Iteration 3F: 3 clusters Score -2192412 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -2193145.750000 Penalty: 3203.379639
	Iteration 4F: 3 clusters Score -2193146 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -2194021.000000 Penalty: 3203.379639
	Iteration 5F: 3 clusters Score -2194021 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -2194925.500000 Penalty: 3203.379639
	Iteration 6F: 3 clusters Score -2194926 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -2195661.500000 Penalty: 3203.379639
	Iteration 7F: 3 clusters Score -2195662 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -2196190.500000 Penalty: 3203.379639
	Iteration 8Q: 3 clusters Score -2196190 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -2196470.500000 Penalty: 3203.379639
	Iteration 9Q: 3 clusters Score -2196470 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -2196626.750000 Penalty: 3203.379639
	Iteration 10Q: 3 clusters Score -2196627 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -2196758.000000 Penalty: 3203.379639
	Iteration 11Q: 3 clusters Score -2196758 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -2196852.500000 Penalty: 3203.379639
	Iteration 12Q: 3 clusters Score -2196852 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -2196917.000000 Penalty: 3203.379639
	Iteration 13Q: 3 clusters Score -2196917 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -2196970.000000 Penalty: 3203.379639
	Iteration 14Q: 3 clusters Score -2196970 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -2197027.500000 Penalty: 3203.379639
	Iteration 15Q: 3 clusters Score -2197028 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -2197086.500000 Penalty: 3203.379639
	Iteration 16Q: 3 clusters Score -2197086 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -2197140.000000 Penalty: 3203.379639
	Iteration 17Q: 3 clusters Score -2197140 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -2197176.000000 Penalty: 3203.379639
	Iteration 18Q: 3 clusters Score -2197176 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -2197216.750000 Penalty: 3203.379639
	Iteration 19Q: 3 clusters Score -2197217 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -2197253.750000 Penalty: 3203.379639
	Iteration 20F: 3 clusters Score -2197254 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -2197284.250000 Penalty: 3203.379639
	Iteration 21Q: 3 clusters Score -2197284 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -2197317.250000 Penalty: 3203.379639
	Iteration 22Q: 3 clusters Score -2197317 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -2197353.250000 Penalty: 3203.379639
	Iteration 23Q: 3 clusters Score -2197353 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -2197384.000000 Penalty: 3203.379639
	Iteration 24Q: 3 clusters Score -2197384 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -2197413.250000 Penalty: 3203.379639
	Iteration 25Q: 3 clusters Score -2197413 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -2197441.500000 Penalty: 3203.379639
	Iteration 26Q: 3 clusters Score -2197442 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -2197456.750000 Penalty: 3203.379639
	Iteration 27Q: 3 clusters Score -2197457 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -2197481.750000 Penalty: 3203.379639
	Iteration 28Q: 3 clusters Score -2197482 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -2197506.000000 Penalty: 3203.379639
	Iteration 29Q: 3 clusters Score -2197506 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -2197525.500000 Penalty: 3203.379639
	Iteration 30Q: 3 clusters Score -2197526 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -2197543.500000 Penalty: 3203.379639
	Iteration 31Q: 3 clusters Score -2197544 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -2197565.500000 Penalty: 3203.379639
	Iteration 32Q: 3 clusters Score -2197566 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -2197584.000000 Penalty: 3203.379639
	Iteration 33Q: 3 clusters Score -2197584 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -2197608.750000 Penalty: 3203.379639
	Iteration 34Q: 3 clusters Score -2197609 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -2197631.750000 Penalty: 3203.379639
	Iteration 35Q: 3 clusters Score -2197632 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -2197647.000000 Penalty: 3203.379639
	Iteration 36Q: 3 clusters Score -2197647 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -2197658.750000 Penalty: 3203.379639
	Iteration 37Q: 3 clusters Score -2197659 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -2197673.500000 Penalty: 3203.379639
	Iteration 38Q: 3 clusters Score -2197674 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -2197678.250000 Penalty: 3203.379639
	Iteration 39Q: 3 clusters Score -2197678 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -2197687.000000 Penalty: 3203.379639
	Iteration 40F: 3 clusters Score -2197687 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -2197692.750000 Penalty: 3203.379639
	Iteration 41Q: 3 clusters Score -2197693 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -2197702.500000 Penalty: 3203.379639
	Iteration 42Q: 3 clusters Score -2197702 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -2197706.250000 Penalty: 3203.379639
	Iteration 43Q: 3 clusters Score -2197706 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -2197717.500000 Penalty: 3203.379639
	Iteration 44Q: 3 clusters Score -2197718 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -2197738.000000 Penalty: 3203.379639
	Iteration 45Q: 3 clusters Score -2197738 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -2197760.500000 Penalty: 3203.379639
	Iteration 46Q: 3 clusters Score -2197760 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -2197779.000000 Penalty: 3203.379639
	Iteration 47Q: 3 clusters Score -2197779 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -2197792.750000 Penalty: 3203.379639
	Iteration 48Q: 3 clusters Score -2197793 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -2197805.750000 Penalty: 3203.379639
	Iteration 49Q: 3 clusters Score -2197806 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -2197822.750000 Penalty: 3203.379639
	Iteration 50Q: 3 clusters Score -2197823 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -2197837.500000 Penalty: 3203.379639
	Iteration 51Q: 3 clusters Score -2197838 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -2197860.500000 Penalty: 3203.379639
	Iteration 52Q: 3 clusters Score -2197860 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -2197883.250000 Penalty: 3203.379639
	Iteration 53Q: 3 clusters Score -2197883 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -2197896.750000 Penalty: 3203.379639
	Iteration 54Q: 3 clusters Score -2197897 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -2197916.250000 Penalty: 3203.379639
	Iteration 55Q: 3 clusters Score -2197916 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -2197933.750000 Penalty: 3203.379639
	Iteration 56Q: 3 clusters Score -2197934 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -2197948.500000 Penalty: 3203.379639
	Iteration 57Q: 3 clusters Score -2197948 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -2197958.250000 Penalty: 3203.379639
	Iteration 58Q: 3 clusters Score -2197958 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -2197966.250000 Penalty: 3203.379639
	Iteration 59Q: 3 clusters Score -2197966 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -2197981.750000 Penalty: 3203.379639
	Iteration 60F: 3 clusters Score -2197982 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -2197995.500000 Penalty: 3203.379639
	Iteration 61Q: 3 clusters Score -2197996 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -2198004.000000 Penalty: 3203.379639
	Iteration 62Q: 3 clusters Score -2198004 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -2198019.250000 Penalty: 3203.379639
	Iteration 63Q: 3 clusters Score -2198019 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -2198029.000000 Penalty: 3203.379639
	Iteration 64Q: 3 clusters Score -2198029 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -2198040.000000 Penalty: 3203.379639
	Iteration 65Q: 3 clusters Score -2198040 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -2198046.500000 Penalty: 3203.379639
	Iteration 66Q: 3 clusters Score -2198046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -2198045.750000 Penalty: 3203.379639
	Iteration 67Q: 3 clusters Score -2198046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -2198051.750000 Penalty: 3203.379639
	Iteration 68Q: 3 clusters Score -2198052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -2198056.750000 Penalty: 3203.379639
	Iteration 69Q: 3 clusters Score -2198057 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -2198062.250000 Penalty: 3203.379639
	Iteration 70Q: 3 clusters Score -2198062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -2198067.000000 Penalty: 3203.379639
	Iteration 71Q: 3 clusters Score -2198067 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -2198071.500000 Penalty: 3203.379639
	Iteration 72Q: 3 clusters Score -2198072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -2198071.000000 Penalty: 3203.379639
	Iteration 73Q: 3 clusters Score -2198071 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -2198077.000000 Penalty: 3203.379639
	Iteration 74Q: 3 clusters Score -2198077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -2198077.500000 Penalty: 3203.379639
	Iteration 75Q: 3 clusters Score -2198078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -2198081.500000 Penalty: 3203.379639
	Iteration 76Q: 3 clusters Score -2198082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -2198086.250000 Penalty: 3203.379639
	Iteration 77Q: 3 clusters Score -2198086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -2198096.250000 Penalty: 3203.379639
	Iteration 78Q: 3 clusters Score -2198096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -2198103.250000 Penalty: 3203.379639
	Iteration 79Q: 3 clusters Score -2198103 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -2198107.500000 Penalty: 3203.379639
	Iteration 80F: 3 clusters Score -2198108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -2198110.000000 Penalty: 3203.379639
	Iteration 81Q: 3 clusters Score -2198110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -2198116.250000 Penalty: 3203.379639
	Iteration 82Q: 3 clusters Score -2198116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -2198116.250000 Penalty: 3203.379639
	Iteration 83Q: 3 clusters Score -2198116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -2198115.000000 Penalty: 3203.379639
	Iteration 84Q: 3 clusters Score -2198115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -2198119.000000 Penalty: 3203.379639
	Iteration 85Q: 3 clusters Score -2198119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -2198120.000000 Penalty: 3203.379639
	Iteration 86Q: 3 clusters Score -2198120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -2198123.000000 Penalty: 3203.379639
	Iteration 87Q: 3 clusters Score -2198123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -2198123.500000 Penalty: 3203.379639
	Iteration 88Q: 3 clusters Score -2198124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -2198124.000000 Penalty: 3203.379639
	Iteration 89Q: 3 clusters Score -2198124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -2198127.750000 Penalty: 3203.379639
	Iteration 90Q: 3 clusters Score -2198128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -2198127.750000 Penalty: 3203.379639
	Iteration 91Q: 3 clusters Score -2198128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -2198127.250000 Penalty: 3203.379639
	Iteration 92Q: 3 clusters Score -2198127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -2198127.250000 Penalty: 3203.379639
	Iteration 93F: 3 clusters Score -2198127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -47670.097656 Penalty: 1026.539307
	Iteration 0F: 2 clusters Score -47670.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -46641.542969 Penalty: 2053.078613
	Iteration 0F: 3 clusters Score -46641.54 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -46927.960938 Penalty: 2053.078613
	Iteration 1F: 3 clusters Score -46927.96 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -47058.511719 Penalty: 2053.078613
	Iteration 2F: 3 clusters Score -47058.51 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -47142.765625 Penalty: 2053.078613
	Iteration 3F: 3 clusters Score -47142.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -47188.878906 Penalty: 2053.078613
	Iteration 4Q: 3 clusters Score -47188.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -47239.832031 Penalty: 2053.078613
	Iteration 5Q: 3 clusters Score -47239.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -47286.550781 Penalty: 2053.078613
	Iteration 6Q: 3 clusters Score -47286.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -47305.781250 Penalty: 2053.078613
	Iteration 7Q: 3 clusters Score -47305.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -47313.976562 Penalty: 2053.078613
	Iteration 8Q: 3 clusters Score -47313.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -47345.597656 Penalty: 2053.078613
	Iteration 9Q: 3 clusters Score -47345.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -47371.800781 Penalty: 2053.078613
	Iteration 10Q: 3 clusters Score -47371.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -47393.824219 Penalty: 2053.078613
	Iteration 11Q: 3 clusters Score -47393.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -47405.042969 Penalty: 2053.078613
	Iteration 12Q: 3 clusters Score -47405.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -47414.062500 Penalty: 2053.078613
	Iteration 13Q: 3 clusters Score -47414.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -47418.921875 Penalty: 2053.078613
	Iteration 14Q: 3 clusters Score -47418.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -47423.273438 Penalty: 2053.078613
	Iteration 15Q: 3 clusters Score -47423.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -47436.968750 Penalty: 2053.078613
	Iteration 16Q: 3 clusters Score -47436.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -47456.820312 Penalty: 2053.078613
	Iteration 17Q: 3 clusters Score -47456.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -47461.863281 Penalty: 2053.078613
	Iteration 18Q: 3 clusters Score -47461.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -47463.863281 Penalty: 2053.078613
	Iteration 19Q: 3 clusters Score -47463.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -47477.593750 Penalty: 2053.078613
	Iteration 20F: 3 clusters Score -47477.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -47501.371094 Penalty: 2053.078613
	Iteration 21Q: 3 clusters Score -47501.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -47510.964844 Penalty: 2053.078613
	Iteration 22Q: 3 clusters Score -47510.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -47512.109375 Penalty: 2053.078613
	Iteration 23Q: 3 clusters Score -47512.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -47512.539062 Penalty: 2053.078613
	Iteration 24Q: 3 clusters Score -47512.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -47512.539062 Penalty: 2053.078613
	Iteration 25F: 3 clusters Score -47512.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -42530.046875 Penalty: 993.473389
	Iteration 0F: 2 clusters Score -42530.05 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 225 members 
Entering Unmasked Estep 
Score: -41508.171875 Penalty: 1986.946777
	Iteration 0F: 3 clusters Score -41508.17 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -41671.929688 Penalty: 1986.946777
	Iteration 1F: 3 clusters Score -41671.93 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -41745.695312 Penalty: 1986.946777
	Iteration 2F: 3 clusters Score -41745.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -41777.972656 Penalty: 1986.946777
	Iteration 3Q: 3 clusters Score -41777.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -41787.023438 Penalty: 1986.946777
	Iteration 4Q: 3 clusters Score -41787.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -41798.765625 Penalty: 1986.946777
	Iteration 5Q: 3 clusters Score -41798.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -41803.792969 Penalty: 1986.946777
	Iteration 6Q: 3 clusters Score -41803.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -41804.234375 Penalty: 1986.946777
	Iteration 7Q: 3 clusters Score -41804.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -41804.234375 Penalty: 1986.946777
	Iteration 8F: 3 clusters Score -41804.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (91207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91207 members 
Entering Unmasked Estep 
Score: -10360299.000000 Penalty: 1855.894165
	Iteration 0F: 2 clusters Score -1.03603e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45757 members 
Mstep: Class 2 contains 45450 members 
Entering Unmasked Estep 
Score: -10299595.000000 Penalty: 3711.788330
	Iteration 0F: 3 clusters Score -1.02996e+07 nChanged 43478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48051 members 
Mstep: Class 2 contains 43156 members 
Entering Unmasked Estep 
Score: -10324479.000000 Penalty: 3711.788330
	Iteration 1F: 3 clusters Score -1.032448e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49333 members 
Mstep: Class 2 contains 41874 members 
Entering Unmasked Estep 
Score: -10325281.000000 Penalty: 3711.788330
	Iteration 2Q: 3 clusters Score -1.032528e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51284 members 
Mstep: Class 2 contains 39923 members 
Entering Unmasked Estep 
Score: -10326583.000000 Penalty: 3711.788330
	Iteration 3Q: 3 clusters Score -1.032658e+07 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54431 members 
Mstep: Class 2 contains 36776 members 
Entering Unmasked Estep 
Score: -10328724.000000 Penalty: 3711.788330
	Iteration 4Q: 3 clusters Score -1.032872e+07 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58926 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -10332373.000000 Penalty: 3711.788330
	Iteration 5F: 3 clusters Score -1.033237e+07 nChanged 6792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64630 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -10337761.000000 Penalty: 3711.788330
	Iteration 6F: 3 clusters Score -1.033776e+07 nChanged 6757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70491 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -10343803.000000 Penalty: 3711.788330
	Iteration 7F: 3 clusters Score -1.03438e+07 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75147 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -10349055.000000 Penalty: 3711.788330
	Iteration 8F: 3 clusters Score -1.034906e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78014 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -10352924.000000 Penalty: 3711.788330
	Iteration 9Q: 3 clusters Score -1.035292e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79638 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -10355233.000000 Penalty: 3711.788330
	Iteration 10Q: 3 clusters Score -1.035523e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80650 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -10356316.000000 Penalty: 3711.788330
	Iteration 11Q: 3 clusters Score -1.035632e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81393 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -10356935.000000 Penalty: 3711.788330
	Iteration 12Q: 3 clusters Score -1.035694e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81956 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -10357379.000000 Penalty: 3711.788330
	Iteration 13Q: 3 clusters Score -1.035738e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82412 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -10357650.000000 Penalty: 3711.788330
	Iteration 14Q: 3 clusters Score -1.035765e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82767 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -10357812.000000 Penalty: 3711.788330
	Iteration 15Q: 3 clusters Score -1.035781e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83078 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -10357944.000000 Penalty: 3711.788330
	Iteration 16Q: 3 clusters Score -1.035794e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83362 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -10358051.000000 Penalty: 3711.788330
	Iteration 17Q: 3 clusters Score -1.035805e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83619 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -10358151.000000 Penalty: 3711.788330
	Iteration 18Q: 3 clusters Score -1.035815e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83851 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -10358218.000000 Penalty: 3711.788330
	Iteration 19Q: 3 clusters Score -1.035822e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84050 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -10358294.000000 Penalty: 3711.788330
	Iteration 20F: 3 clusters Score -1.035829e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84252 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -10358310.000000 Penalty: 3711.788330
	Iteration 21Q: 3 clusters Score -1.035831e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84452 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -10358378.000000 Penalty: 3711.788330
	Iteration 22Q: 3 clusters Score -1.035838e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84646 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -10358432.000000 Penalty: 3711.788330
	Iteration 23Q: 3 clusters Score -1.035843e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84810 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -10358437.000000 Penalty: 3711.788330
	Iteration 24Q: 3 clusters Score -1.035844e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84947 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -10358468.000000 Penalty: 3711.788330
	Iteration 25Q: 3 clusters Score -1.035847e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85080 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -10358476.000000 Penalty: 3711.788330
	Iteration 26Q: 3 clusters Score -1.035848e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85196 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -10358480.000000 Penalty: 3711.788330
	Iteration 27Q: 3 clusters Score -1.035848e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85303 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -10358495.000000 Penalty: 3711.788330
	Iteration 28Q: 3 clusters Score -1.03585e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85393 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -10358511.000000 Penalty: 3711.788330
	Iteration 29Q: 3 clusters Score -1.035851e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85470 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -10358514.000000 Penalty: 3711.788330
	Iteration 30Q: 3 clusters Score -1.035851e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85547 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -10358533.000000 Penalty: 3711.788330
	Iteration 31Q: 3 clusters Score -1.035853e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85603 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -10358543.000000 Penalty: 3711.788330
	Iteration 32Q: 3 clusters Score -1.035854e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85655 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -10358534.000000 Penalty: 3711.788330
	Iteration 33Q: 3 clusters Score -1.035853e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85707 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -10358568.000000 Penalty: 3711.788330
	Iteration 34Q: 3 clusters Score -1.035857e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85757 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -10358587.000000 Penalty: 3711.788330
	Iteration 35Q: 3 clusters Score -1.035859e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85812 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -10358578.000000 Penalty: 3711.788330
	Iteration 36Q: 3 clusters Score -1.035858e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85864 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -10358577.000000 Penalty: 3711.788330
	Iteration 37Q: 3 clusters Score -1.035858e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85918 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -10358604.000000 Penalty: 3711.788330
	Iteration 38Q: 3 clusters Score -1.03586e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85973 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -10358604.000000 Penalty: 3711.788330
	Iteration 39Q: 3 clusters Score -1.03586e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86019 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -10358618.000000 Penalty: 3711.788330
	Iteration 40F: 3 clusters Score -1.035862e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86057 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -10358644.000000 Penalty: 3711.788330
	Iteration 41Q: 3 clusters Score -1.035864e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86098 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -10358624.000000 Penalty: 3711.788330
	Iteration 42Q: 3 clusters Score -1.035862e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86135 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -10358636.000000 Penalty: 3711.788330
	Iteration 43Q: 3 clusters Score -1.035864e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86170 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -10358619.000000 Penalty: 3711.788330
	Iteration 44Q: 3 clusters Score -1.035862e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86191 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -10358634.000000 Penalty: 3711.788330
	Iteration 45Q: 3 clusters Score -1.035863e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86207 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -10358629.000000 Penalty: 3711.788330
	Iteration 46Q: 3 clusters Score -1.035863e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86229 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -10358629.000000 Penalty: 3711.788330
	Iteration 47Q: 3 clusters Score -1.035863e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86247 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -10358628.000000 Penalty: 3711.788330
	Iteration 48Q: 3 clusters Score -1.035863e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86265 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -10358622.000000 Penalty: 3711.788330
	Iteration 49Q: 3 clusters Score -1.035862e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86283 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -10358620.000000 Penalty: 3711.788330
	Iteration 50Q: 3 clusters Score -1.035862e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86302 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -10358619.000000 Penalty: 3711.788330
	Iteration 51Q: 3 clusters Score -1.035862e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86315 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -10358625.000000 Penalty: 3711.788330
	Iteration 52Q: 3 clusters Score -1.035862e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86328 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -10358615.000000 Penalty: 3711.788330
	Iteration 53Q: 3 clusters Score -1.035862e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86346 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -10358631.000000 Penalty: 3711.788330
	Iteration 54Q: 3 clusters Score -1.035863e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86362 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -10358637.000000 Penalty: 3711.788330
	Iteration 55Q: 3 clusters Score -1.035864e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86376 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -10358626.000000 Penalty: 3711.788330
	Iteration 56Q: 3 clusters Score -1.035863e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86392 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -10358628.000000 Penalty: 3711.788330
	Iteration 57Q: 3 clusters Score -1.035863e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86406 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -10358636.000000 Penalty: 3711.788330
	Iteration 58Q: 3 clusters Score -1.035864e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86423 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -10358627.000000 Penalty: 3711.788330
	Iteration 59Q: 3 clusters Score -1.035863e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86443 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -10358618.000000 Penalty: 3711.788330
	Iteration 60F: 3 clusters Score -1.035862e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86468 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -10358621.000000 Penalty: 3711.788330
	Iteration 61Q: 3 clusters Score -1.035862e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86498 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -10358618.000000 Penalty: 3711.788330
	Iteration 62Q: 3 clusters Score -1.035862e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86523 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -10358619.000000 Penalty: 3711.788330
	Iteration 63Q: 3 clusters Score -1.035862e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86552 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -10358627.000000 Penalty: 3711.788330
	Iteration 64Q: 3 clusters Score -1.035863e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86582 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -10358612.000000 Penalty: 3711.788330
	Iteration 65Q: 3 clusters Score -1.035861e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86606 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -10358630.000000 Penalty: 3711.788330
	Iteration 66Q: 3 clusters Score -1.035863e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86632 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -10358641.000000 Penalty: 3711.788330
	Iteration 67Q: 3 clusters Score -1.035864e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86661 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -10358658.000000 Penalty: 3711.788330
	Iteration 68Q: 3 clusters Score -1.035866e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86689 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -10358684.000000 Penalty: 3711.788330
	Iteration 69Q: 3 clusters Score -1.035868e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86711 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -10358687.000000 Penalty: 3711.788330
	Iteration 70Q: 3 clusters Score -1.035869e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86730 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -10358679.000000 Penalty: 3711.788330
	Iteration 71Q: 3 clusters Score -1.035868e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86753 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -10358683.000000 Penalty: 3711.788330
	Iteration 72Q: 3 clusters Score -1.035868e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86781 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -10358681.000000 Penalty: 3711.788330
	Iteration 73Q: 3 clusters Score -1.035868e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86808 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -10358677.000000 Penalty: 3711.788330
	Iteration 74Q: 3 clusters Score -1.035868e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86844 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -10358674.000000 Penalty: 3711.788330
	Iteration 75Q: 3 clusters Score -1.035867e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86877 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -10358677.000000 Penalty: 3711.788330
	Iteration 76Q: 3 clusters Score -1.035868e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86908 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -10358699.000000 Penalty: 3711.788330
	Iteration 77Q: 3 clusters Score -1.03587e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86933 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -10358703.000000 Penalty: 3711.788330
	Iteration 78Q: 3 clusters Score -1.03587e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86953 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -10358700.000000 Penalty: 3711.788330
	Iteration 79Q: 3 clusters Score -1.03587e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86981 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -10358706.000000 Penalty: 3711.788330
	Iteration 80F: 3 clusters Score -1.035871e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87008 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -10358695.000000 Penalty: 3711.788330
	Iteration 81Q: 3 clusters Score -1.03587e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87024 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -10358692.000000 Penalty: 3711.788330
	Iteration 82Q: 3 clusters Score -1.035869e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87036 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -10358700.000000 Penalty: 3711.788330
	Iteration 83Q: 3 clusters Score -1.03587e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87046 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -10358696.000000 Penalty: 3711.788330
	Iteration 84Q: 3 clusters Score -1.03587e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87057 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -10358703.000000 Penalty: 3711.788330
	Iteration 85Q: 3 clusters Score -1.03587e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87070 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -10358698.000000 Penalty: 3711.788330
	Iteration 86Q: 3 clusters Score -1.03587e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87087 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -10358708.000000 Penalty: 3711.788330
	Iteration 87Q: 3 clusters Score -1.035871e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87104 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -10358706.000000 Penalty: 3711.788330
	Iteration 88Q: 3 clusters Score -1.035871e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87116 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -10358716.000000 Penalty: 3711.788330
	Iteration 89Q: 3 clusters Score -1.035872e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87132 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -10358715.000000 Penalty: 3711.788330
	Iteration 90Q: 3 clusters Score -1.035872e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87146 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -10358717.000000 Penalty: 3711.788330
	Iteration 91Q: 3 clusters Score -1.035872e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87164 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -10358704.000000 Penalty: 3711.788330
	Iteration 92Q: 3 clusters Score -1.03587e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87190 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -10358698.000000 Penalty: 3711.788330
	Iteration 93Q: 3 clusters Score -1.03587e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87213 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -10358693.000000 Penalty: 3711.788330
	Iteration 94Q: 3 clusters Score -1.035869e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87233 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -10358717.000000 Penalty: 3711.788330
	Iteration 95Q: 3 clusters Score -1.035872e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87263 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -10358727.000000 Penalty: 3711.788330
	Iteration 96Q: 3 clusters Score -1.035873e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87297 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -10358728.000000 Penalty: 3711.788330
	Iteration 97Q: 3 clusters Score -1.035873e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87326 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -10358712.000000 Penalty: 3711.788330
	Iteration 98Q: 3 clusters Score -1.035871e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87352 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -10358710.000000 Penalty: 3711.788330
	Iteration 99Q: 3 clusters Score -1.035871e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87375 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -10358716.000000 Penalty: 3711.788330
	Iteration 100F: 3 clusters Score -1.035872e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87396 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -10358716.000000 Penalty: 3711.788330
	Iteration 101Q: 3 clusters Score -1.035872e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87416 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -10358738.000000 Penalty: 3711.788330
	Iteration 102Q: 3 clusters Score -1.035874e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87430 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -10358728.000000 Penalty: 3711.788330
	Iteration 103Q: 3 clusters Score -1.035873e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87440 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -10358723.000000 Penalty: 3711.788330
	Iteration 104Q: 3 clusters Score -1.035872e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87456 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -10358732.000000 Penalty: 3711.788330
	Iteration 105Q: 3 clusters Score -1.035873e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87463 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -10358735.000000 Penalty: 3711.788330
	Iteration 106Q: 3 clusters Score -1.035874e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87468 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -10358738.000000 Penalty: 3711.788330
	Iteration 107Q: 3 clusters Score -1.035874e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87473 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -10358737.000000 Penalty: 3711.788330
	Iteration 108Q: 3 clusters Score -1.035874e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87476 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -10358732.000000 Penalty: 3711.788330
	Iteration 109Q: 3 clusters Score -1.035873e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87480 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -10358738.000000 Penalty: 3711.788330
	Iteration 110Q: 3 clusters Score -1.035874e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87484 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -10358732.000000 Penalty: 3711.788330
	Iteration 111Q: 3 clusters Score -1.035873e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87494 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -10358743.000000 Penalty: 3711.788330
	Iteration 112Q: 3 clusters Score -1.035874e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87501 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -10358747.000000 Penalty: 3711.788330
	Iteration 113Q: 3 clusters Score -1.035875e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87510 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -10358755.000000 Penalty: 3711.788330
	Iteration 114Q: 3 clusters Score -1.035876e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87518 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -10358759.000000 Penalty: 3711.788330
	Iteration 115Q: 3 clusters Score -1.035876e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87525 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -10358753.000000 Penalty: 3711.788330
	Iteration 116Q: 3 clusters Score -1.035875e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87531 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -10358755.000000 Penalty: 3711.788330
	Iteration 117Q: 3 clusters Score -1.035876e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87536 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -10358763.000000 Penalty: 3711.788330
	Iteration 118Q: 3 clusters Score -1.035876e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87540 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -10358770.000000 Penalty: 3711.788330
	Iteration 119Q: 3 clusters Score -1.035877e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87548 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -10358764.000000 Penalty: 3711.788330
	Iteration 120F: 3 clusters Score -1.035876e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87555 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -10358758.000000 Penalty: 3711.788330
	Iteration 121Q: 3 clusters Score -1.035876e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87562 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -10358758.000000 Penalty: 3711.788330
	Iteration 122Q: 3 clusters Score -1.035876e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87572 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -10358757.000000 Penalty: 3711.788330
	Iteration 123Q: 3 clusters Score -1.035876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87574 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -10358748.000000 Penalty: 3711.788330
	Iteration 124Q: 3 clusters Score -1.035875e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87578 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -10358756.000000 Penalty: 3711.788330
	Iteration 125Q: 3 clusters Score -1.035876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87581 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -10358759.000000 Penalty: 3711.788330
	Iteration 126Q: 3 clusters Score -1.035876e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87582 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -10358756.000000 Penalty: 3711.788330
	Iteration 127Q: 3 clusters Score -1.035876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87585 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -10358751.000000 Penalty: 3711.788330
	Iteration 128Q: 3 clusters Score -1.035875e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87588 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -10358757.000000 Penalty: 3711.788330
	Iteration 129Q: 3 clusters Score -1.035876e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87590 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -10358764.000000 Penalty: 3711.788330
	Iteration 130Q: 3 clusters Score -1.035876e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87590 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -10358764.000000 Penalty: 3711.788330
	Iteration 131F: 3 clusters Score -1.035876e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -13386.933594 Penalty: 891.952393
	Iteration 0F: 2 clusters Score -13386.93 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 121 members 
Entering Unmasked Estep 
Score: -12721.301758 Penalty: 1783.904785
	Iteration 0F: 3 clusters Score -12721.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12932.652344 Penalty: 1783.904785
	Iteration 1F: 3 clusters Score -12932.65 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -13012.162109 Penalty: 1783.904785
	Iteration 2F: 3 clusters Score -13012.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -13033.863281 Penalty: 1783.904785
	Iteration 3Q: 3 clusters Score -13033.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -13046.680664 Penalty: 1783.904785
	Iteration 4Q: 3 clusters Score -13046.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -13097.827148 Penalty: 1783.904785
	Iteration 5Q: 3 clusters Score -13097.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -13107.671875 Penalty: 1783.904785
	Iteration 6Q: 3 clusters Score -13107.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -13113.611328 Penalty: 1783.904785
	Iteration 7Q: 3 clusters Score -13113.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -13115.405273 Penalty: 1783.904785
	Iteration 8Q: 3 clusters Score -13115.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -13116.943359 Penalty: 1783.904785
	Iteration 9Q: 3 clusters Score -13116.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -13116.943359 Penalty: 1783.904785
	Iteration 10F: 3 clusters Score -13116.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -13744.530273 Penalty: 921.915039
	Iteration 0F: 2 clusters Score -13744.53 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 145 members 
Entering Unmasked Estep 
Score: -13057.779297 Penalty: 1843.830078
	Iteration 0F: 3 clusters Score -13057.78 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13343.262695 Penalty: 1843.830078
	Iteration 1F: 3 clusters Score -13343.26 nChanged 25
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: -13478.145508 Penalty: 1843.830078
	Iteration 2F: 3 clusters Score -13478.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -13550.808594 Penalty: 1843.830078
	Iteration 3Q: 3 clusters Score -13550.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -13592.462891 Penalty: 1843.830078
	Iteration 4Q: 3 clusters Score -13592.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -13646.985352 Penalty: 1843.830078
	Iteration 5Q: 3 clusters Score -13646.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -13705.348633 Penalty: 1843.830078
	Iteration 6Q: 3 clusters Score -13705.35 nChanged 7
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: -13777.798828 Penalty: 1843.830078
	Iteration 7Q: 3 clusters Score -13777.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13809.024414 Penalty: 1843.830078
	Iteration 8Q: 3 clusters Score -13809.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -13869.082031 Penalty: 1843.830078
	Iteration 9Q: 3 clusters Score -13869.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13955.921875 Penalty: 1843.830078
	Iteration 10Q: 3 clusters Score -13955.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14097.439453 Penalty: 1843.830078
	Iteration 11Q: 3 clusters Score -14097.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14162.659180 Penalty: 1843.830078
	Iteration 12Q: 3 clusters Score -14162.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14204.724609 Penalty: 1843.830078
	Iteration 13Q: 3 clusters Score -14204.72 nChanged 2
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: -14219.608398 Penalty: 1843.830078
	Iteration 14Q: 3 clusters Score -14219.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -14253.317383 Penalty: 1843.830078
	Iteration 15Q: 3 clusters Score -14253.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14260.514648 Penalty: 1843.830078
	Iteration 16Q: 3 clusters Score -14260.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14267.091797 Penalty: 1843.830078
	Iteration 17F: 3 clusters Score -14267.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14305.294922 Penalty: 1843.830078
	Iteration 18Q: 3 clusters Score -14305.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -14338.482422 Penalty: 1843.830078
	Iteration 19Q: 3 clusters Score -14338.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14344.791016 Penalty: 1843.830078
	Iteration 20F: 3 clusters Score -14344.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 26146 members 
Mstep: Class 3 contains 3614 members 
Mstep: Class 4 contains 19083 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 91207 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 151 members 
Mstep: Class 10 contains 192008 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 29451 members 
Mstep: Class 13 contains 36888 members 
Mstep: Class 14 contains 11934 members 
Mstep: Class 15 contains 4373 members 
Mstep: Class 16 contains 98416 members 
Mstep: Class 17 contains 10390 members 
Mstep: Class 18 contains 8805 members 
Mstep: Class 19 contains 22502 members 
Mstep: Class 20 contains 1460 members 
Mstep: Class 21 contains 31781 members 
Mstep: Class 22 contains 38286 members 
Mstep: Class 23 contains 45164 members 
Mstep: Class 24 contains 13395 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12830 members 
Mstep: Class 29 contains 31478 members 
Mstep: Class 30 contains 3834 members 
Mstep: Class 31 contains 8454 members 
Mstep: Class 32 contains 7525 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 84061 members 
Mstep: Class 35 contains 89320 members 
Mstep: Class 36 contains 76817 members 
Mstep: Class 37 contains 14669 members 
Mstep: Class 38 contains 79729 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 90714 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 74227 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 16834 members 
Mstep: Class 48 contains 51189 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 106190 members 
Mstep: Class 51 contains 44766 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 104030 members 
Mstep: Class 54 contains 121856 members 
Mstep: Class 55 contains 140 members 
Entering Unmasked Estep 
Score: -194683296.000000 Penalty: 128338.117188
Splitting cluster 9 changes total score from -194683984.000000 to -194683296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (192008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192008 members 
Entering Unmasked Estep 
Score: -22021542.000000 Penalty: 1976.860107
	Iteration 0F: 2 clusters Score -2.202154e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95893 members 
Mstep: Class 2 contains 96115 members 
Entering Unmasked Estep 
Score: -21913532.000000 Penalty: 3953.720215
	Iteration 0F: 3 clusters Score -2.191353e+07 nChanged 93129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93968 members 
Mstep: Class 2 contains 98040 members 
Entering Unmasked Estep 
Score: -21969300.000000 Penalty: 3953.720215
	Iteration 1F: 3 clusters Score -2.19693e+07 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92806 members 
Mstep: Class 2 contains 99202 members 
Entering Unmasked Estep 
Score: -21970554.000000 Penalty: 3953.720215
	Iteration 2Q: 3 clusters Score -2.197055e+07 nChanged 7067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91207 members 
Mstep: Class 2 contains 100801 members 
Entering Unmasked Estep 
Score: -21972564.000000 Penalty: 3953.720215
	Iteration 3Q: 3 clusters Score -2.197256e+07 nChanged 8166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89045 members 
Mstep: Class 2 contains 102963 members 
Entering Unmasked Estep 
Score: -21975586.000000 Penalty: 3953.720215
	Iteration 4Q: 3 clusters Score -2.197559e+07 nChanged 9667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86656 members 
Mstep: Class 2 contains 105352 members 
Entering Unmasked Estep 
Score: -21979646.000000 Penalty: 3953.720215
	Iteration 5F: 3 clusters Score -2.197965e+07 nChanged 11319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84447 members 
Mstep: Class 2 contains 107561 members 
Entering Unmasked Estep 
Score: -21986016.000000 Penalty: 3953.720215
	Iteration 6F: 3 clusters Score -2.198602e+07 nChanged 12954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83413 members 
Mstep: Class 2 contains 108595 members 
Entering Unmasked Estep 
Score: -21994700.000000 Penalty: 3953.720215
	Iteration 7F: 3 clusters Score -2.19947e+07 nChanged 13149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84326 members 
Mstep: Class 2 contains 107682 members 
Entering Unmasked Estep 
Score: -22002916.000000 Penalty: 3953.720215
	Iteration 8F: 3 clusters Score -2.200292e+07 nChanged 10454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86618 members 
Mstep: Class 2 contains 105390 members 
Entering Unmasked Estep 
Score: -22006836.000000 Penalty: 3953.720215
	Iteration 9F: 3 clusters Score -2.200684e+07 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89334 members 
Mstep: Class 2 contains 102674 members 
Entering Unmasked Estep 
Score: -22007760.000000 Penalty: 3953.720215
	Iteration 10Q: 3 clusters Score -2.200776e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91878 members 
Mstep: Class 2 contains 100130 members 
Entering Unmasked Estep 
Score: -22008032.000000 Penalty: 3953.720215
	Iteration 11Q: 3 clusters Score -2.200803e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94102 members 
Mstep: Class 2 contains 97906 members 
Entering Unmasked Estep 
Score: -22008258.000000 Penalty: 3953.720215
	Iteration 12Q: 3 clusters Score -2.200826e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96118 members 
Mstep: Class 2 contains 95890 members 
Entering Unmasked Estep 
Score: -22008332.000000 Penalty: 3953.720215
	Iteration 13Q: 3 clusters Score -2.200833e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97834 members 
Mstep: Class 2 contains 94174 members 
Entering Unmasked Estep 
Score: -22008642.000000 Penalty: 3953.720215
	Iteration 14Q: 3 clusters Score -2.200864e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99453 members 
Mstep: Class 2 contains 92555 members 
Entering Unmasked Estep 
Score: -22008658.000000 Penalty: 3953.720215
	Iteration 15Q: 3 clusters Score -2.200866e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100813 members 
Mstep: Class 2 contains 91195 members 
Entering Unmasked Estep 
Score: -22008920.000000 Penalty: 3953.720215
	Iteration 16Q: 3 clusters Score -2.200892e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102008 members 
Mstep: Class 2 contains 90000 members 
Entering Unmasked Estep 
Score: -22008926.000000 Penalty: 3953.720215
	Iteration 17Q: 3 clusters Score -2.200893e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103038 members 
Mstep: Class 2 contains 88970 members 
Entering Unmasked Estep 
Score: -22008904.000000 Penalty: 3953.720215
	Iteration 18Q: 3 clusters Score -2.20089e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103851 members 
Mstep: Class 2 contains 88157 members 
Entering Unmasked Estep 
Score: -22009086.000000 Penalty: 3953.720215
	Iteration 19Q: 3 clusters Score -2.200909e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104487 members 
Mstep: Class 2 contains 87521 members 
Entering Unmasked Estep 
Score: -22009188.000000 Penalty: 3953.720215
	Iteration 20F: 3 clusters Score -2.200919e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105045 members 
Mstep: Class 2 contains 86963 members 
Entering Unmasked Estep 
Score: -22009296.000000 Penalty: 3953.720215
	Iteration 21Q: 3 clusters Score -2.20093e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105426 members 
Mstep: Class 2 contains 86582 members 
Entering Unmasked Estep 
Score: -22009396.000000 Penalty: 3953.720215
	Iteration 22Q: 3 clusters Score -2.20094e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105697 members 
Mstep: Class 2 contains 86311 members 
Entering Unmasked Estep 
Score: -22009372.000000 Penalty: 3953.720215
	Iteration 23Q: 3 clusters Score -2.200937e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105913 members 
Mstep: Class 2 contains 86095 members 
Entering Unmasked Estep 
Score: -22009402.000000 Penalty: 3953.720215
	Iteration 24Q: 3 clusters Score -2.20094e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106102 members 
Mstep: Class 2 contains 85906 members 
Entering Unmasked Estep 
Score: -22009484.000000 Penalty: 3953.720215
	Iteration 25Q: 3 clusters Score -2.200948e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106252 members 
Mstep: Class 2 contains 85756 members 
Entering Unmasked Estep 
Score: -22009520.000000 Penalty: 3953.720215
	Iteration 26Q: 3 clusters Score -2.200952e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106363 members 
Mstep: Class 2 contains 85645 members 
Entering Unmasked Estep 
Score: -22009570.000000 Penalty: 3953.720215
	Iteration 27Q: 3 clusters Score -2.200957e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106426 members 
Mstep: Class 2 contains 85582 members 
Entering Unmasked Estep 
Score: -22009664.000000 Penalty: 3953.720215
	Iteration 28Q: 3 clusters Score -2.200966e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106492 members 
Mstep: Class 2 contains 85516 members 
Entering Unmasked Estep 
Score: -22009722.000000 Penalty: 3953.720215
	Iteration 29Q: 3 clusters Score -2.200972e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106607 members 
Mstep: Class 2 contains 85401 members 
Entering Unmasked Estep 
Score: -22009878.000000 Penalty: 3953.720215
	Iteration 30Q: 3 clusters Score -2.200988e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106773 members 
Mstep: Class 2 contains 85235 members 
Entering Unmasked Estep 
Score: -22009994.000000 Penalty: 3953.720215
	Iteration 31Q: 3 clusters Score -2.200999e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106965 members 
Mstep: Class 2 contains 85043 members 
Entering Unmasked Estep 
Score: -22010028.000000 Penalty: 3953.720215
	Iteration 32Q: 3 clusters Score -2.201003e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107061 members 
Mstep: Class 2 contains 84947 members 
Entering Unmasked Estep 
Score: -22010138.000000 Penalty: 3953.720215
	Iteration 33Q: 3 clusters Score -2.201014e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107134 members 
Mstep: Class 2 contains 84874 members 
Entering Unmasked Estep 
Score: -22010194.000000 Penalty: 3953.720215
	Iteration 34Q: 3 clusters Score -2.201019e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107218 members 
Mstep: Class 2 contains 84790 members 
Entering Unmasked Estep 
Score: -22010146.000000 Penalty: 3953.720215
	Iteration 35Q: 3 clusters Score -2.201015e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107268 members 
Mstep: Class 2 contains 84740 members 
Entering Unmasked Estep 
Score: -22010146.000000 Penalty: 3953.720215
	Iteration 36Q: 3 clusters Score -2.201015e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107238 members 
Mstep: Class 2 contains 84770 members 
Entering Unmasked Estep 
Score: -22010142.000000 Penalty: 3953.720215
	Iteration 37Q: 3 clusters Score -2.201014e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107237 members 
Mstep: Class 2 contains 84771 members 
Entering Unmasked Estep 
Score: -22010096.000000 Penalty: 3953.720215
	Iteration 38Q: 3 clusters Score -2.20101e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107188 members 
Mstep: Class 2 contains 84820 members 
Entering Unmasked Estep 
Score: -22010150.000000 Penalty: 3953.720215
	Iteration 39Q: 3 clusters Score -2.201015e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107131 members 
Mstep: Class 2 contains 84877 members 
Entering Unmasked Estep 
Score: -22010214.000000 Penalty: 3953.720215
	Iteration 40F: 3 clusters Score -2.201021e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107059 members 
Mstep: Class 2 contains 84949 members 
Entering Unmasked Estep 
Score: -22010214.000000 Penalty: 3953.720215
	Iteration 41Q: 3 clusters Score -2.201021e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106948 members 
Mstep: Class 2 contains 85060 members 
Entering Unmasked Estep 
Score: -22010228.000000 Penalty: 3953.720215
	Iteration 42Q: 3 clusters Score -2.201023e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106897 members 
Mstep: Class 2 contains 85111 members 
Entering Unmasked Estep 
Score: -22010290.000000 Penalty: 3953.720215
	Iteration 43Q: 3 clusters Score -2.201029e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106858 members 
Mstep: Class 2 contains 85150 members 
Entering Unmasked Estep 
Score: -22010298.000000 Penalty: 3953.720215
	Iteration 44Q: 3 clusters Score -2.20103e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106827 members 
Mstep: Class 2 contains 85181 members 
Entering Unmasked Estep 
Score: -22010330.000000 Penalty: 3953.720215
	Iteration 45Q: 3 clusters Score -2.201033e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106789 members 
Mstep: Class 2 contains 85219 members 
Entering Unmasked Estep 
Score: -22010364.000000 Penalty: 3953.720215
	Iteration 46Q: 3 clusters Score -2.201036e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106742 members 
Mstep: Class 2 contains 85266 members 
Entering Unmasked Estep 
Score: -22010436.000000 Penalty: 3953.720215
	Iteration 47Q: 3 clusters Score -2.201044e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106745 members 
Mstep: Class 2 contains 85263 members 
Entering Unmasked Estep 
Score: -22010498.000000 Penalty: 3953.720215
	Iteration 48Q: 3 clusters Score -2.20105e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106738 members 
Mstep: Class 2 contains 85270 members 
Entering Unmasked Estep 
Score: -22010518.000000 Penalty: 3953.720215
	Iteration 49Q: 3 clusters Score -2.201052e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106732 members 
Mstep: Class 2 contains 85276 members 
Entering Unmasked Estep 
Score: -22010580.000000 Penalty: 3953.720215
	Iteration 50Q: 3 clusters Score -2.201058e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106708 members 
Mstep: Class 2 contains 85300 members 
Entering Unmasked Estep 
Score: -22010624.000000 Penalty: 3953.720215
	Iteration 51Q: 3 clusters Score -2.201062e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106658 members 
Mstep: Class 2 contains 85350 members 
Entering Unmasked Estep 
Score: -22010660.000000 Penalty: 3953.720215
	Iteration 52Q: 3 clusters Score -2.201066e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106604 members 
Mstep: Class 2 contains 85404 members 
Entering Unmasked Estep 
Score: -22010644.000000 Penalty: 3953.720215
	Iteration 53Q: 3 clusters Score -2.201064e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106546 members 
Mstep: Class 2 contains 85462 members 
Entering Unmasked Estep 
Score: -22010618.000000 Penalty: 3953.720215
	Iteration 54Q: 3 clusters Score -2.201062e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106535 members 
Mstep: Class 2 contains 85473 members 
Entering Unmasked Estep 
Score: -22010692.000000 Penalty: 3953.720215
	Iteration 55Q: 3 clusters Score -2.201069e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106505 members 
Mstep: Class 2 contains 85503 members 
Entering Unmasked Estep 
Score: -22010670.000000 Penalty: 3953.720215
	Iteration 56Q: 3 clusters Score -2.201067e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106484 members 
Mstep: Class 2 contains 85524 members 
Entering Unmasked Estep 
Score: -22010626.000000 Penalty: 3953.720215
	Iteration 57Q: 3 clusters Score -2.201063e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106459 members 
Mstep: Class 2 contains 85549 members 
Entering Unmasked Estep 
Score: -22010628.000000 Penalty: 3953.720215
	Iteration 58Q: 3 clusters Score -2.201063e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106422 members 
Mstep: Class 2 contains 85586 members 
Entering Unmasked Estep 
Score: -22010694.000000 Penalty: 3953.720215
	Iteration 59Q: 3 clusters Score -2.201069e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106364 members 
Mstep: Class 2 contains 85644 members 
Entering Unmasked Estep 
Score: -22010702.000000 Penalty: 3953.720215
	Iteration 60F: 3 clusters Score -2.20107e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106339 members 
Mstep: Class 2 contains 85669 members 
Entering Unmasked Estep 
Score: -22010754.000000 Penalty: 3953.720215
	Iteration 61Q: 3 clusters Score -2.201075e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106302 members 
Mstep: Class 2 contains 85706 members 
Entering Unmasked Estep 
Score: -22010760.000000 Penalty: 3953.720215
	Iteration 62Q: 3 clusters Score -2.201076e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106263 members 
Mstep: Class 2 contains 85745 members 
Entering Unmasked Estep 
Score: -22010824.000000 Penalty: 3953.720215
	Iteration 63Q: 3 clusters Score -2.201082e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106277 members 
Mstep: Class 2 contains 85731 members 
Entering Unmasked Estep 
Score: -22010852.000000 Penalty: 3953.720215
	Iteration 64Q: 3 clusters Score -2.201085e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106285 members 
Mstep: Class 2 contains 85723 members 
Entering Unmasked Estep 
Score: -22010904.000000 Penalty: 3953.720215
	Iteration 65Q: 3 clusters Score -2.20109e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106325 members 
Mstep: Class 2 contains 85683 members 
Entering Unmasked Estep 
Score: -22010966.000000 Penalty: 3953.720215
	Iteration 66Q: 3 clusters Score -2.201097e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106340 members 
Mstep: Class 2 contains 85668 members 
Entering Unmasked Estep 
Score: -22010992.000000 Penalty: 3953.720215
	Iteration 67Q: 3 clusters Score -2.201099e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106374 members 
Mstep: Class 2 contains 85634 members 
Entering Unmasked Estep 
Score: -22011048.000000 Penalty: 3953.720215
	Iteration 68Q: 3 clusters Score -2.201105e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106400 members 
Mstep: Class 2 contains 85608 members 
Entering Unmasked Estep 
Score: -22011038.000000 Penalty: 3953.720215
	Iteration 69Q: 3 clusters Score -2.201104e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106412 members 
Mstep: Class 2 contains 85596 members 
Entering Unmasked Estep 
Score: -22011054.000000 Penalty: 3953.720215
	Iteration 70Q: 3 clusters Score -2.201105e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106420 members 
Mstep: Class 2 contains 85588 members 
Entering Unmasked Estep 
Score: -22011070.000000 Penalty: 3953.720215
	Iteration 71Q: 3 clusters Score -2.201107e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106422 members 
Mstep: Class 2 contains 85586 members 
Entering Unmasked Estep 
Score: -22011110.000000 Penalty: 3953.720215
	Iteration 72Q: 3 clusters Score -2.201111e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106426 members 
Mstep: Class 2 contains 85582 members 
Entering Unmasked Estep 
Score: -22011118.000000 Penalty: 3953.720215
	Iteration 73Q: 3 clusters Score -2.201112e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106428 members 
Mstep: Class 2 contains 85580 members 
Entering Unmasked Estep 
Score: -22011076.000000 Penalty: 3953.720215
	Iteration 74Q: 3 clusters Score -2.201108e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106438 members 
Mstep: Class 2 contains 85570 members 
Entering Unmasked Estep 
Score: -22011042.000000 Penalty: 3953.720215
	Iteration 75Q: 3 clusters Score -2.201104e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106463 members 
Mstep: Class 2 contains 85545 members 
Entering Unmasked Estep 
Score: -22011084.000000 Penalty: 3953.720215
	Iteration 76Q: 3 clusters Score -2.201108e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106473 members 
Mstep: Class 2 contains 85535 members 
Entering Unmasked Estep 
Score: -22011084.000000 Penalty: 3953.720215
	Iteration 77Q: 3 clusters Score -2.201108e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106488 members 
Mstep: Class 2 contains 85520 members 
Entering Unmasked Estep 
Score: -22011068.000000 Penalty: 3953.720215
	Iteration 78Q: 3 clusters Score -2.201107e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106455 members 
Mstep: Class 2 contains 85553 members 
Entering Unmasked Estep 
Score: -22011116.000000 Penalty: 3953.720215
	Iteration 79Q: 3 clusters Score -2.201112e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106436 members 
Mstep: Class 2 contains 85572 members 
Entering Unmasked Estep 
Score: -22011082.000000 Penalty: 3953.720215
	Iteration 80F: 3 clusters Score -2.201108e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106418 members 
Mstep: Class 2 contains 85590 members 
Entering Unmasked Estep 
Score: -22011130.000000 Penalty: 3953.720215
	Iteration 81Q: 3 clusters Score -2.201113e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106391 members 
Mstep: Class 2 contains 85617 members 
Entering Unmasked Estep 
Score: -22011146.000000 Penalty: 3953.720215
	Iteration 82Q: 3 clusters Score -2.201115e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106374 members 
Mstep: Class 2 contains 85634 members 
Entering Unmasked Estep 
Score: -22011154.000000 Penalty: 3953.720215
	Iteration 83Q: 3 clusters Score -2.201115e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106356 members 
Mstep: Class 2 contains 85652 members 
Entering Unmasked Estep 
Score: -22011168.000000 Penalty: 3953.720215
	Iteration 84Q: 3 clusters Score -2.201117e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106354 members 
Mstep: Class 2 contains 85654 members 
Entering Unmasked Estep 
Score: -22011224.000000 Penalty: 3953.720215
	Iteration 85Q: 3 clusters Score -2.201122e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106349 members 
Mstep: Class 2 contains 85659 members 
Entering Unmasked Estep 
Score: -22011256.000000 Penalty: 3953.720215
	Iteration 86Q: 3 clusters Score -2.201126e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106329 members 
Mstep: Class 2 contains 85679 members 
Entering Unmasked Estep 
Score: -22011260.000000 Penalty: 3953.720215
	Iteration 87Q: 3 clusters Score -2.201126e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106330 members 
Mstep: Class 2 contains 85678 members 
Entering Unmasked Estep 
Score: -22011322.000000 Penalty: 3953.720215
	Iteration 88Q: 3 clusters Score -2.201132e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106347 members 
Mstep: Class 2 contains 85661 members 
Entering Unmasked Estep 
Score: -22011332.000000 Penalty: 3953.720215
	Iteration 89Q: 3 clusters Score -2.201133e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106369 members 
Mstep: Class 2 contains 85639 members 
Entering Unmasked Estep 
Score: -22011334.000000 Penalty: 3953.720215
	Iteration 90Q: 3 clusters Score -2.201133e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106384 members 
Mstep: Class 2 contains 85624 members 
Entering Unmasked Estep 
Score: -22011344.000000 Penalty: 3953.720215
	Iteration 91Q: 3 clusters Score -2.201134e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106424 members 
Mstep: Class 2 contains 85584 members 
Entering Unmasked Estep 
Score: -22011344.000000 Penalty: 3953.720215
	Iteration 92Q: 3 clusters Score -2.201134e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106465 members 
Mstep: Class 2 contains 85543 members 
Entering Unmasked Estep 
Score: -22011296.000000 Penalty: 3953.720215
	Iteration 93Q: 3 clusters Score -2.20113e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106505 members 
Mstep: Class 2 contains 85503 members 
Entering Unmasked Estep 
Score: -22011326.000000 Penalty: 3953.720215
	Iteration 94Q: 3 clusters Score -2.201133e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106539 members 
Mstep: Class 2 contains 85469 members 
Entering Unmasked Estep 
Score: -22011322.000000 Penalty: 3953.720215
	Iteration 95Q: 3 clusters Score -2.201132e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106566 members 
Mstep: Class 2 contains 85442 members 
Entering Unmasked Estep 
Score: -22011340.000000 Penalty: 3953.720215
	Iteration 96Q: 3 clusters Score -2.201134e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106612 members 
Mstep: Class 2 contains 85396 members 
Entering Unmasked Estep 
Score: -22011358.000000 Penalty: 3953.720215
	Iteration 97Q: 3 clusters Score -2.201136e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106662 members 
Mstep: Class 2 contains 85346 members 
Entering Unmasked Estep 
Score: -22011392.000000 Penalty: 3953.720215
	Iteration 98Q: 3 clusters Score -2.201139e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106698 members 
Mstep: Class 2 contains 85310 members 
Entering Unmasked Estep 
Score: -22011392.000000 Penalty: 3953.720215
	Iteration 99Q: 3 clusters Score -2.201139e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106734 members 
Mstep: Class 2 contains 85274 members 
Entering Unmasked Estep 
Score: -22011408.000000 Penalty: 3953.720215
	Iteration 100F: 3 clusters Score -2.201141e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106785 members 
Mstep: Class 2 contains 85223 members 
Entering Unmasked Estep 
Score: -22011412.000000 Penalty: 3953.720215
	Iteration 101Q: 3 clusters Score -2.201141e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106830 members 
Mstep: Class 2 contains 85178 members 
Entering Unmasked Estep 
Score: -22011406.000000 Penalty: 3953.720215
	Iteration 102Q: 3 clusters Score -2.201141e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106874 members 
Mstep: Class 2 contains 85134 members 
Entering Unmasked Estep 
Score: -22011440.000000 Penalty: 3953.720215
	Iteration 103Q: 3 clusters Score -2.201144e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106911 members 
Mstep: Class 2 contains 85097 members 
Entering Unmasked Estep 
Score: -22011510.000000 Penalty: 3953.720215
	Iteration 104Q: 3 clusters Score -2.201151e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106901 members 
Mstep: Class 2 contains 85107 members 
Entering Unmasked Estep 
Score: -22011470.000000 Penalty: 3953.720215
	Iteration 105Q: 3 clusters Score -2.201147e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106905 members 
Mstep: Class 2 contains 85103 members 
Entering Unmasked Estep 
Score: -22011468.000000 Penalty: 3953.720215
	Iteration 106Q: 3 clusters Score -2.201147e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106909 members 
Mstep: Class 2 contains 85099 members 
Entering Unmasked Estep 
Score: -22011472.000000 Penalty: 3953.720215
	Iteration 107Q: 3 clusters Score -2.201147e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106928 members 
Mstep: Class 2 contains 85080 members 
Entering Unmasked Estep 
Score: -22011466.000000 Penalty: 3953.720215
	Iteration 108Q: 3 clusters Score -2.201147e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106945 members 
Mstep: Class 2 contains 85063 members 
Entering Unmasked Estep 
Score: -22011496.000000 Penalty: 3953.720215
	Iteration 109Q: 3 clusters Score -2.20115e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106958 members 
Mstep: Class 2 contains 85050 members 
Entering Unmasked Estep 
Score: -22011516.000000 Penalty: 3953.720215
	Iteration 110Q: 3 clusters Score -2.201152e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106947 members 
Mstep: Class 2 contains 85061 members 
Entering Unmasked Estep 
Score: -22011524.000000 Penalty: 3953.720215
	Iteration 111Q: 3 clusters Score -2.201152e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106933 members 
Mstep: Class 2 contains 85075 members 
Entering Unmasked Estep 
Score: -22011534.000000 Penalty: 3953.720215
	Iteration 112Q: 3 clusters Score -2.201153e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106920 members 
Mstep: Class 2 contains 85088 members 
Entering Unmasked Estep 
Score: -22011536.000000 Penalty: 3953.720215
	Iteration 113Q: 3 clusters Score -2.201154e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106918 members 
Mstep: Class 2 contains 85090 members 
Entering Unmasked Estep 
Score: -22011520.000000 Penalty: 3953.720215
	Iteration 114Q: 3 clusters Score -2.201152e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106915 members 
Mstep: Class 2 contains 85093 members 
Entering Unmasked Estep 
Score: -22011530.000000 Penalty: 3953.720215
	Iteration 115Q: 3 clusters Score -2.201153e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106932 members 
Mstep: Class 2 contains 85076 members 
Entering Unmasked Estep 
Score: -22011568.000000 Penalty: 3953.720215
	Iteration 116Q: 3 clusters Score -2.201157e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106954 members 
Mstep: Class 2 contains 85054 members 
Entering Unmasked Estep 
Score: -22011594.000000 Penalty: 3953.720215
	Iteration 117Q: 3 clusters Score -2.201159e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106964 members 
Mstep: Class 2 contains 85044 members 
Entering Unmasked Estep 
Score: -22011564.000000 Penalty: 3953.720215
	Iteration 118Q: 3 clusters Score -2.201156e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106964 members 
Mstep: Class 2 contains 85044 members 
Entering Unmasked Estep 
Score: -22011546.000000 Penalty: 3953.720215
	Iteration 119Q: 3 clusters Score -2.201155e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106994 members 
Mstep: Class 2 contains 85014 members 
Entering Unmasked Estep 
Score: -22011550.000000 Penalty: 3953.720215
	Iteration 120F: 3 clusters Score -2.201155e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107031 members 
Mstep: Class 2 contains 84977 members 
Entering Unmasked Estep 
Score: -22011544.000000 Penalty: 3953.720215
	Iteration 121Q: 3 clusters Score -2.201154e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107058 members 
Mstep: Class 2 contains 84950 members 
Entering Unmasked Estep 
Score: -22011544.000000 Penalty: 3953.720215
	Iteration 122Q: 3 clusters Score -2.201154e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107082 members 
Mstep: Class 2 contains 84926 members 
Entering Unmasked Estep 
Score: -22011570.000000 Penalty: 3953.720215
	Iteration 123Q: 3 clusters Score -2.201157e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107112 members 
Mstep: Class 2 contains 84896 members 
Entering Unmasked Estep 
Score: -22011586.000000 Penalty: 3953.720215
	Iteration 124Q: 3 clusters Score -2.201159e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107141 members 
Mstep: Class 2 contains 84867 members 
Entering Unmasked Estep 
Score: -22011586.000000 Penalty: 3953.720215
	Iteration 125Q: 3 clusters Score -2.201159e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107191 members 
Mstep: Class 2 contains 84817 members 
Entering Unmasked Estep 
Score: -22011634.000000 Penalty: 3953.720215
	Iteration 126Q: 3 clusters Score -2.201163e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107247 members 
Mstep: Class 2 contains 84761 members 
Entering Unmasked Estep 
Score: -22011630.000000 Penalty: 3953.720215
	Iteration 127Q: 3 clusters Score -2.201163e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107308 members 
Mstep: Class 2 contains 84700 members 
Entering Unmasked Estep 
Score: -22011666.000000 Penalty: 3953.720215
	Iteration 128Q: 3 clusters Score -2.201167e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107381 members 
Mstep: Class 2 contains 84627 members 
Entering Unmasked Estep 
Score: -22011670.000000 Penalty: 3953.720215
	Iteration 129Q: 3 clusters Score -2.201167e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107440 members 
Mstep: Class 2 contains 84568 members 
Entering Unmasked Estep 
Score: -22011626.000000 Penalty: 3953.720215
	Iteration 130Q: 3 clusters Score -2.201163e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107488 members 
Mstep: Class 2 contains 84520 members 
Entering Unmasked Estep 
Score: -22011630.000000 Penalty: 3953.720215
	Iteration 131Q: 3 clusters Score -2.201163e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107536 members 
Mstep: Class 2 contains 84472 members 
Entering Unmasked Estep 
Score: -22011674.000000 Penalty: 3953.720215
	Iteration 132Q: 3 clusters Score -2.201167e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107594 members 
Mstep: Class 2 contains 84414 members 
Entering Unmasked Estep 
Score: -22011640.000000 Penalty: 3953.720215
	Iteration 133Q: 3 clusters Score -2.201164e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107654 members 
Mstep: Class 2 contains 84354 members 
Entering Unmasked Estep 
Score: -22011694.000000 Penalty: 3953.720215
	Iteration 134Q: 3 clusters Score -2.201169e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107731 members 
Mstep: Class 2 contains 84277 members 
Entering Unmasked Estep 
Score: -22011712.000000 Penalty: 3953.720215
	Iteration 135Q: 3 clusters Score -2.201171e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107790 members 
Mstep: Class 2 contains 84218 members 
Entering Unmasked Estep 
Score: -22011736.000000 Penalty: 3953.720215
	Iteration 136Q: 3 clusters Score -2.201174e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107854 members 
Mstep: Class 2 contains 84154 members 
Entering Unmasked Estep 
Score: -22011752.000000 Penalty: 3953.720215
	Iteration 137Q: 3 clusters Score -2.201175e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107926 members 
Mstep: Class 2 contains 84082 members 
Entering Unmasked Estep 
Score: -22011778.000000 Penalty: 3953.720215
	Iteration 138Q: 3 clusters Score -2.201178e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108011 members 
Mstep: Class 2 contains 83997 members 
Entering Unmasked Estep 
Score: -22011790.000000 Penalty: 3953.720215
	Iteration 139Q: 3 clusters Score -2.201179e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108072 members 
Mstep: Class 2 contains 83936 members 
Entering Unmasked Estep 
Score: -22011856.000000 Penalty: 3953.720215
	Iteration 140F: 3 clusters Score -2.201186e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108145 members 
Mstep: Class 2 contains 83863 members 
Entering Unmasked Estep 
Score: -22011862.000000 Penalty: 3953.720215
	Iteration 141Q: 3 clusters Score -2.201186e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108234 members 
Mstep: Class 2 contains 83774 members 
Entering Unmasked Estep 
Score: -22011882.000000 Penalty: 3953.720215
	Iteration 142Q: 3 clusters Score -2.201188e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108333 members 
Mstep: Class 2 contains 83675 members 
Entering Unmasked Estep 
Score: -22011882.000000 Penalty: 3953.720215
	Iteration 143Q: 3 clusters Score -2.201188e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108440 members 
Mstep: Class 2 contains 83568 members 
Entering Unmasked Estep 
Score: -22011904.000000 Penalty: 3953.720215
	Iteration 144Q: 3 clusters Score -2.20119e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108525 members 
Mstep: Class 2 contains 83483 members 
Entering Unmasked Estep 
Score: -22011880.000000 Penalty: 3953.720215
	Iteration 145Q: 3 clusters Score -2.201188e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108607 members 
Mstep: Class 2 contains 83401 members 
Entering Unmasked Estep 
Score: -22011920.000000 Penalty: 3953.720215
	Iteration 146Q: 3 clusters Score -2.201192e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108669 members 
Mstep: Class 2 contains 83339 members 
Entering Unmasked Estep 
Score: -22011916.000000 Penalty: 3953.720215
	Iteration 147Q: 3 clusters Score -2.201192e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108725 members 
Mstep: Class 2 contains 83283 members 
Entering Unmasked Estep 
Score: -22011920.000000 Penalty: 3953.720215
	Iteration 148Q: 3 clusters Score -2.201192e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108810 members 
Mstep: Class 2 contains 83198 members 
Entering Unmasked Estep 
Score: -22011990.000000 Penalty: 3953.720215
	Iteration 149Q: 3 clusters Score -2.201199e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108885 members 
Mstep: Class 2 contains 83123 members 
Entering Unmasked Estep 
Score: -22011980.000000 Penalty: 3953.720215
	Iteration 150Q: 3 clusters Score -2.201198e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108928 members 
Mstep: Class 2 contains 83080 members 
Entering Unmasked Estep 
Score: -22011968.000000 Penalty: 3953.720215
	Iteration 151Q: 3 clusters Score -2.201197e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108991 members 
Mstep: Class 2 contains 83017 members 
Entering Unmasked Estep 
Score: -22011994.000000 Penalty: 3953.720215
	Iteration 152Q: 3 clusters Score -2.201199e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109025 members 
Mstep: Class 2 contains 82983 members 
Entering Unmasked Estep 
Score: -22012038.000000 Penalty: 3953.720215
	Iteration 153Q: 3 clusters Score -2.201204e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109038 members 
Mstep: Class 2 contains 82970 members 
Entering Unmasked Estep 
Score: -22012032.000000 Penalty: 3953.720215
	Iteration 154Q: 3 clusters Score -2.201203e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109079 members 
Mstep: Class 2 contains 82929 members 
Entering Unmasked Estep 
Score: -22012058.000000 Penalty: 3953.720215
	Iteration 155Q: 3 clusters Score -2.201206e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109124 members 
Mstep: Class 2 contains 82884 members 
Entering Unmasked Estep 
Score: -22012058.000000 Penalty: 3953.720215
	Iteration 156Q: 3 clusters Score -2.201206e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109170 members 
Mstep: Class 2 contains 82838 members 
Entering Unmasked Estep 
Score: -22012064.000000 Penalty: 3953.720215
	Iteration 157Q: 3 clusters Score -2.201206e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109234 members 
Mstep: Class 2 contains 82774 members 
Entering Unmasked Estep 
Score: -22012046.000000 Penalty: 3953.720215
	Iteration 158Q: 3 clusters Score -2.201205e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109277 members 
Mstep: Class 2 contains 82731 members 
Entering Unmasked Estep 
Score: -22012044.000000 Penalty: 3953.720215
	Iteration 159Q: 3 clusters Score -2.201204e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109326 members 
Mstep: Class 2 contains 82682 members 
Entering Unmasked Estep 
Score: -22012064.000000 Penalty: 3953.720215
	Iteration 160F: 3 clusters Score -2.201206e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109375 members 
Mstep: Class 2 contains 82633 members 
Entering Unmasked Estep 
Score: -22012078.000000 Penalty: 3953.720215
	Iteration 161Q: 3 clusters Score -2.201208e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109419 members 
Mstep: Class 2 contains 82589 members 
Entering Unmasked Estep 
Score: -22012104.000000 Penalty: 3953.720215
	Iteration 162Q: 3 clusters Score -2.20121e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109482 members 
Mstep: Class 2 contains 82526 members 
Entering Unmasked Estep 
Score: -22012112.000000 Penalty: 3953.720215
	Iteration 163Q: 3 clusters Score -2.201211e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109548 members 
Mstep: Class 2 contains 82460 members 
Entering Unmasked Estep 
Score: -22012232.000000 Penalty: 3953.720215
	Iteration 164Q: 3 clusters Score -2.201223e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109620 members 
Mstep: Class 2 contains 82388 members 
Entering Unmasked Estep 
Score: -22012294.000000 Penalty: 3953.720215
	Iteration 165Q: 3 clusters Score -2.201229e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109692 members 
Mstep: Class 2 contains 82316 members 
Entering Unmasked Estep 
Score: -22012326.000000 Penalty: 3953.720215
	Iteration 166Q: 3 clusters Score -2.201233e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109755 members 
Mstep: Class 2 contains 82253 members 
Entering Unmasked Estep 
Score: -22012342.000000 Penalty: 3953.720215
	Iteration 167Q: 3 clusters Score -2.201234e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109812 members 
Mstep: Class 2 contains 82196 members 
Entering Unmasked Estep 
Score: -22012370.000000 Penalty: 3953.720215
	Iteration 168Q: 3 clusters Score -2.201237e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109861 members 
Mstep: Class 2 contains 82147 members 
Entering Unmasked Estep 
Score: -22012382.000000 Penalty: 3953.720215
	Iteration 169Q: 3 clusters Score -2.201238e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109949 members 
Mstep: Class 2 contains 82059 members 
Entering Unmasked Estep 
Score: -22012398.000000 Penalty: 3953.720215
	Iteration 170Q: 3 clusters Score -2.20124e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110046 members 
Mstep: Class 2 contains 81962 members 
Entering Unmasked Estep 
Score: -22012394.000000 Penalty: 3953.720215
	Iteration 171Q: 3 clusters Score -2.201239e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110157 members 
Mstep: Class 2 contains 81851 members 
Entering Unmasked Estep 
Score: -22012388.000000 Penalty: 3953.720215
	Iteration 172Q: 3 clusters Score -2.201239e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110262 members 
Mstep: Class 2 contains 81746 members 
Entering Unmasked Estep 
Score: -22012486.000000 Penalty: 3953.720215
	Iteration 173Q: 3 clusters Score -2.201249e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110360 members 
Mstep: Class 2 contains 81648 members 
Entering Unmasked Estep 
Score: -22012528.000000 Penalty: 3953.720215
	Iteration 174Q: 3 clusters Score -2.201253e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110508 members 
Mstep: Class 2 contains 81500 members 
Entering Unmasked Estep 
Score: -22012576.000000 Penalty: 3953.720215
	Iteration 175Q: 3 clusters Score -2.201258e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110659 members 
Mstep: Class 2 contains 81349 members 
Entering Unmasked Estep 
Score: -22012518.000000 Penalty: 3953.720215
	Iteration 176Q: 3 clusters Score -2.201252e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110817 members 
Mstep: Class 2 contains 81191 members 
Entering Unmasked Estep 
Score: -22012522.000000 Penalty: 3953.720215
	Iteration 177Q: 3 clusters Score -2.201252e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110982 members 
Mstep: Class 2 contains 81026 members 
Entering Unmasked Estep 
Score: -22012562.000000 Penalty: 3953.720215
	Iteration 178Q: 3 clusters Score -2.201256e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111158 members 
Mstep: Class 2 contains 80850 members 
Entering Unmasked Estep 
Score: -22012576.000000 Penalty: 3953.720215
	Iteration 179Q: 3 clusters Score -2.201258e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111316 members 
Mstep: Class 2 contains 80692 members 
Entering Unmasked Estep 
Score: -22012638.000000 Penalty: 3953.720215
	Iteration 180F: 3 clusters Score -2.201264e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111512 members 
Mstep: Class 2 contains 80496 members 
Entering Unmasked Estep 
Score: -22012692.000000 Penalty: 3953.720215
	Iteration 181Q: 3 clusters Score -2.201269e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111727 members 
Mstep: Class 2 contains 80281 members 
Entering Unmasked Estep 
Score: -22012736.000000 Penalty: 3953.720215
	Iteration 182Q: 3 clusters Score -2.201274e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111956 members 
Mstep: Class 2 contains 80052 members 
Entering Unmasked Estep 
Score: -22012682.000000 Penalty: 3953.720215
	Iteration 183Q: 3 clusters Score -2.201268e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112202 members 
Mstep: Class 2 contains 79806 members 
Entering Unmasked Estep 
Score: -22012712.000000 Penalty: 3953.720215
	Iteration 184Q: 3 clusters Score -2.201271e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112477 members 
Mstep: Class 2 contains 79531 members 
Entering Unmasked Estep 
Score: -22012782.000000 Penalty: 3953.720215
	Iteration 185Q: 3 clusters Score -2.201278e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112779 members 
Mstep: Class 2 contains 79229 members 
Entering Unmasked Estep 
Score: -22012822.000000 Penalty: 3953.720215
	Iteration 186Q: 3 clusters Score -2.201282e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113128 members 
Mstep: Class 2 contains 78880 members 
Entering Unmasked Estep 
Score: -22012878.000000 Penalty: 3953.720215
	Iteration 187Q: 3 clusters Score -2.201288e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113510 members 
Mstep: Class 2 contains 78498 members 
Entering Unmasked Estep 
Score: -22012930.000000 Penalty: 3953.720215
	Iteration 188Q: 3 clusters Score -2.201293e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113927 members 
Mstep: Class 2 contains 78081 members 
Entering Unmasked Estep 
Score: -22012960.000000 Penalty: 3953.720215
	Iteration 189Q: 3 clusters Score -2.201296e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114377 members 
Mstep: Class 2 contains 77631 members 
Entering Unmasked Estep 
Score: -22012960.000000 Penalty: 3953.720215
	Iteration 190Q: 3 clusters Score -2.201296e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114842 members 
Mstep: Class 2 contains 77166 members 
Entering Unmasked Estep 
Score: -22013054.000000 Penalty: 3953.720215
	Iteration 191Q: 3 clusters Score -2.201305e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115344 members 
Mstep: Class 2 contains 76664 members 
Entering Unmasked Estep 
Score: -22013078.000000 Penalty: 3953.720215
	Iteration 192Q: 3 clusters Score -2.201308e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115889 members 
Mstep: Class 2 contains 76119 members 
Entering Unmasked Estep 
Score: -22013194.000000 Penalty: 3953.720215
	Iteration 193Q: 3 clusters Score -2.201319e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116447 members 
Mstep: Class 2 contains 75561 members 
Entering Unmasked Estep 
Score: -22013216.000000 Penalty: 3953.720215
	Iteration 194Q: 3 clusters Score -2.201322e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117010 members 
Mstep: Class 2 contains 74998 members 
Entering Unmasked Estep 
Score: -22013278.000000 Penalty: 3953.720215
	Iteration 195Q: 3 clusters Score -2.201328e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117617 members 
Mstep: Class 2 contains 74391 members 
Entering Unmasked Estep 
Score: -22013364.000000 Penalty: 3953.720215
	Iteration 196Q: 3 clusters Score -2.201336e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118282 members 
Mstep: Class 2 contains 73726 members 
Entering Unmasked Estep 
Score: -22013474.000000 Penalty: 3953.720215
	Iteration 197Q: 3 clusters Score -2.201347e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119033 members 
Mstep: Class 2 contains 72975 members 
Entering Unmasked Estep 
Score: -22013528.000000 Penalty: 3953.720215
	Iteration 198Q: 3 clusters Score -2.201353e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119915 members 
Mstep: Class 2 contains 72093 members 
Entering Unmasked Estep 
Score: -22013630.000000 Penalty: 3953.720215
	Iteration 199Q: 3 clusters Score -2.201363e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120802 members 
Mstep: Class 2 contains 71206 members 
Entering Unmasked Estep 
Score: -22013722.000000 Penalty: 3953.720215
	Iteration 200F: 3 clusters Score -2.201372e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121708 members 
Mstep: Class 2 contains 70300 members 
Entering Unmasked Estep 
Score: -22013840.000000 Penalty: 3953.720215
	Iteration 201Q: 3 clusters Score -2.201384e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122668 members 
Mstep: Class 2 contains 69340 members 
Entering Unmasked Estep 
Score: -22013990.000000 Penalty: 3953.720215
	Iteration 202Q: 3 clusters Score -2.201399e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123719 members 
Mstep: Class 2 contains 68289 members 
Entering Unmasked Estep 
Score: -22014040.000000 Penalty: 3953.720215
	Iteration 203Q: 3 clusters Score -2.201404e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124870 members 
Mstep: Class 2 contains 67138 members 
Entering Unmasked Estep 
Score: -22014160.000000 Penalty: 3953.720215
	Iteration 204Q: 3 clusters Score -2.201416e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126069 members 
Mstep: Class 2 contains 65939 members 
Entering Unmasked Estep 
Score: -22014264.000000 Penalty: 3953.720215
	Iteration 205Q: 3 clusters Score -2.201426e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127355 members 
Mstep: Class 2 contains 64653 members 
Entering Unmasked Estep 
Score: -22014396.000000 Penalty: 3953.720215
	Iteration 206Q: 3 clusters Score -2.20144e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128712 members 
Mstep: Class 2 contains 63296 members 
Entering Unmasked Estep 
Score: -22014606.000000 Penalty: 3953.720215
	Iteration 207Q: 3 clusters Score -2.201461e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130195 members 
Mstep: Class 2 contains 61813 members 
Entering Unmasked Estep 
Score: -22014842.000000 Penalty: 3953.720215
	Iteration 208Q: 3 clusters Score -2.201484e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131877 members 
Mstep: Class 2 contains 60131 members 
Entering Unmasked Estep 
Score: -22015018.000000 Penalty: 3953.720215
	Iteration 209Q: 3 clusters Score -2.201502e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133614 members 
Mstep: Class 2 contains 58394 members 
Entering Unmasked Estep 
Score: -22015134.000000 Penalty: 3953.720215
	Iteration 210Q: 3 clusters Score -2.201513e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135542 members 
Mstep: Class 2 contains 56466 members 
Entering Unmasked Estep 
Score: -22015468.000000 Penalty: 3953.720215
	Iteration 211Q: 3 clusters Score -2.201547e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137614 members 
Mstep: Class 2 contains 54394 members 
Entering Unmasked Estep 
Score: -22015826.000000 Penalty: 3953.720215
	Iteration 212Q: 3 clusters Score -2.201583e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139897 members 
Mstep: Class 2 contains 52111 members 
Entering Unmasked Estep 
Score: -22016008.000000 Penalty: 3953.720215
	Iteration 213Q: 3 clusters Score -2.201601e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142334 members 
Mstep: Class 2 contains 49674 members 
Entering Unmasked Estep 
Score: -22016312.000000 Penalty: 3953.720215
	Iteration 214Q: 3 clusters Score -2.201631e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144918 members 
Mstep: Class 2 contains 47090 members 
Entering Unmasked Estep 
Score: -22016622.000000 Penalty: 3953.720215
	Iteration 215Q: 3 clusters Score -2.201662e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147547 members 
Mstep: Class 2 contains 44461 members 
Entering Unmasked Estep 
Score: -22017308.000000 Penalty: 3953.720215
	Iteration 216Q: 3 clusters Score -2.201731e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150271 members 
Mstep: Class 2 contains 41737 members 
Entering Unmasked Estep 
Score: -22017998.000000 Penalty: 3953.720215
	Iteration 217Q: 3 clusters Score -2.2018e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153212 members 
Mstep: Class 2 contains 38796 members 
Entering Unmasked Estep 
Score: -22018472.000000 Penalty: 3953.720215
	Iteration 218Q: 3 clusters Score -2.201847e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156218 members 
Mstep: Class 2 contains 35790 members 
Entering Unmasked Estep 
Score: -22018902.000000 Penalty: 3953.720215
	Iteration 219Q: 3 clusters Score -2.20189e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159127 members 
Mstep: Class 2 contains 32881 members 
Entering Unmasked Estep 
Score: -22019442.000000 Penalty: 3953.720215
	Iteration 220F: 3 clusters Score -2.201944e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162100 members 
Mstep: Class 2 contains 29908 members 
Entering Unmasked Estep 
Score: -22019988.000000 Penalty: 3953.720215
	Iteration 221Q: 3 clusters Score -2.201999e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164984 members 
Mstep: Class 2 contains 27024 members 
Entering Unmasked Estep 
Score: -22020316.000000 Penalty: 3953.720215
	Iteration 222Q: 3 clusters Score -2.202032e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167946 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -22020626.000000 Penalty: 3953.720215
	Iteration 223Q: 3 clusters Score -2.202063e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170898 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -22020642.000000 Penalty: 3953.720215
	Iteration 224Q: 3 clusters Score -2.202064e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173708 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -22020816.000000 Penalty: 3953.720215
	Iteration 225Q: 3 clusters Score -2.202082e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176328 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -22020558.000000 Penalty: 3953.720215
	Iteration 226Q: 3 clusters Score -2.202056e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178679 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -22020520.000000 Penalty: 3953.720215
	Iteration 227Q: 3 clusters Score -2.202052e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180872 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -22020412.000000 Penalty: 3953.720215
	Iteration 228Q: 3 clusters Score -2.202041e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182779 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -22020636.000000 Penalty: 3953.720215
	Iteration 229Q: 3 clusters Score -2.202064e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184472 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -22020886.000000 Penalty: 3953.720215
	Iteration 230Q: 3 clusters Score -2.202089e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185997 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -22021192.000000 Penalty: 3953.720215
	Iteration 231Q: 3 clusters Score -2.202119e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187334 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -22021270.000000 Penalty: 3953.720215
	Iteration 232Q: 3 clusters Score -2.202127e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188398 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -22021098.000000 Penalty: 3953.720215
	Iteration 233Q: 3 clusters Score -2.20211e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189190 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -22021024.000000 Penalty: 3953.720215
	Iteration 234Q: 3 clusters Score -2.202102e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189708 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -22020884.000000 Penalty: 3953.720215
	Iteration 235Q: 3 clusters Score -2.202088e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190089 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -22020892.000000 Penalty: 3953.720215
	Iteration 236Q: 3 clusters Score -2.202089e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190372 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -22020880.000000 Penalty: 3953.720215
	Iteration 237Q: 3 clusters Score -2.202088e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190575 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -22020848.000000 Penalty: 3953.720215
	Iteration 238Q: 3 clusters Score -2.202085e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190738 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -22020856.000000 Penalty: 3953.720215
	Iteration 239Q: 3 clusters Score -2.202086e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190837 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -22020854.000000 Penalty: 3953.720215
	Iteration 240F: 3 clusters Score -2.202085e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190887 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -22020868.000000 Penalty: 3953.720215
	Iteration 241Q: 3 clusters Score -2.202087e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190939 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -22020848.000000 Penalty: 3953.720215
	Iteration 242Q: 3 clusters Score -2.202085e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190983 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -22020780.000000 Penalty: 3953.720215
	Iteration 243Q: 3 clusters Score -2.202078e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191020 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -22020808.000000 Penalty: 3953.720215
	Iteration 244Q: 3 clusters Score -2.202081e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191043 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -22020792.000000 Penalty: 3953.720215
	Iteration 245Q: 3 clusters Score -2.202079e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191062 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -22020768.000000 Penalty: 3953.720215
	Iteration 246Q: 3 clusters Score -2.202077e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191082 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -22020758.000000 Penalty: 3953.720215
	Iteration 247Q: 3 clusters Score -2.202076e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191087 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -22020756.000000 Penalty: 3953.720215
	Iteration 248Q: 3 clusters Score -2.202076e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191099 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -22020752.000000 Penalty: 3953.720215
	Iteration 249Q: 3 clusters Score -2.202075e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191112 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -22020746.000000 Penalty: 3953.720215
	Iteration 250Q: 3 clusters Score -2.202075e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191124 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -22020732.000000 Penalty: 3953.720215
	Iteration 251Q: 3 clusters Score -2.202073e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191131 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -22020742.000000 Penalty: 3953.720215
	Iteration 252Q: 3 clusters Score -2.202074e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191138 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -22020722.000000 Penalty: 3953.720215
	Iteration 253Q: 3 clusters Score -2.202072e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191139 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -22020732.000000 Penalty: 3953.720215
	Iteration 254Q: 3 clusters Score -2.202073e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191143 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -22020724.000000 Penalty: 3953.720215
	Iteration 255Q: 3 clusters Score -2.202072e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191147 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -22020722.000000 Penalty: 3953.720215
	Iteration 256Q: 3 clusters Score -2.202072e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191147 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -22020736.000000 Penalty: 3953.720215
	Iteration 257Q: 3 clusters Score -2.202074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191148 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -22020730.000000 Penalty: 3953.720215
	Iteration 258Q: 3 clusters Score -2.202073e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191150 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -22020724.000000 Penalty: 3953.720215
	Iteration 259Q: 3 clusters Score -2.202072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191153 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -22020744.000000 Penalty: 3953.720215
	Iteration 260F: 3 clusters Score -2.202074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191155 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -22020730.000000 Penalty: 3953.720215
	Iteration 261Q: 3 clusters Score -2.202073e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191157 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -22020730.000000 Penalty: 3953.720215
	Iteration 262Q: 3 clusters Score -2.202073e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191161 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -22020718.000000 Penalty: 3953.720215
	Iteration 263Q: 3 clusters Score -2.202072e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191163 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -22020718.000000 Penalty: 3953.720215
	Iteration 264Q: 3 clusters Score -2.202072e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191164 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -22020726.000000 Penalty: 3953.720215
	Iteration 265Q: 3 clusters Score -2.202073e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191165 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -22020728.000000 Penalty: 3953.720215
	Iteration 266Q: 3 clusters Score -2.202073e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191165 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -22020732.000000 Penalty: 3953.720215
	Iteration 267Q: 3 clusters Score -2.202073e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191165 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -22020724.000000 Penalty: 3953.720215
	Iteration 268Q: 3 clusters Score -2.202072e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191165 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -22020728.000000 Penalty: 3953.720215
	Iteration 269Q: 3 clusters Score -2.202073e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191165 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -22020734.000000 Penalty: 3953.720215
	Iteration 270Q: 3 clusters Score -2.202073e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191166 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -22020728.000000 Penalty: 3953.720215
	Iteration 271Q: 3 clusters Score -2.202073e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191168 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -22020740.000000 Penalty: 3953.720215
	Iteration 272Q: 3 clusters Score -2.202074e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191168 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -22020740.000000 Penalty: 3953.720215
	Iteration 273F: 3 clusters Score -2.202074e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Entering Unmasked Estep 
Score: -1274048.375000 Penalty: 1511.531738
	Iteration 0F: 2 clusters Score -1274048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1266229.625000 Penalty: 3023.063477
	Iteration 0F: 3 clusters Score -1266230 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1268730.125000 Penalty: 3023.063477
	Iteration 1F: 3 clusters Score -1268730 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1268997.750000 Penalty: 3023.063477
	Iteration 2F: 3 clusters Score -1268998 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1269247.125000 Penalty: 3023.063477
	Iteration 3F: 3 clusters Score -1269247 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1269527.000000 Penalty: 3023.063477
	Iteration 4F: 3 clusters Score -1269527 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1269870.500000 Penalty: 3023.063477
	Iteration 5F: 3 clusters Score -1269870 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1270320.875000 Penalty: 3023.063477
	Iteration 6F: 3 clusters Score -1270321 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1270882.750000 Penalty: 3023.063477
	Iteration 7F: 3 clusters Score -1270883 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1271487.625000 Penalty: 3023.063477
	Iteration 8F: 3 clusters Score -1271488 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1271977.375000 Penalty: 3023.063477
	Iteration 9Q: 3 clusters Score -1271977 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1272286.875000 Penalty: 3023.063477
	Iteration 10Q: 3 clusters Score -1272287 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1272465.750000 Penalty: 3023.063477
	Iteration 11Q: 3 clusters Score -1272466 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1272562.750000 Penalty: 3023.063477
	Iteration 12Q: 3 clusters Score -1272563 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1272634.875000 Penalty: 3023.063477
	Iteration 13Q: 3 clusters Score -1272635 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1272687.500000 Penalty: 3023.063477
	Iteration 14Q: 3 clusters Score -1272688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1272709.125000 Penalty: 3023.063477
	Iteration 15Q: 3 clusters Score -1272709 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1272725.625000 Penalty: 3023.063477
	Iteration 16Q: 3 clusters Score -1272726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1272739.375000 Penalty: 3023.063477
	Iteration 17Q: 3 clusters Score -1272739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1272745.250000 Penalty: 3023.063477
	Iteration 18Q: 3 clusters Score -1272745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1272747.125000 Penalty: 3023.063477
	Iteration 19Q: 3 clusters Score -1272747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1272748.250000 Penalty: 3023.063477
	Iteration 20F: 3 clusters Score -1272748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1272751.875000 Penalty: 3023.063477
	Iteration 21Q: 3 clusters Score -1272752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1272751.375000 Penalty: 3023.063477
	Iteration 22Q: 3 clusters Score -1272751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1272750.750000 Penalty: 3023.063477
	Iteration 23Q: 3 clusters Score -1272751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1272750.000000 Penalty: 3023.063477
	Iteration 24Q: 3 clusters Score -1272750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1272750.000000 Penalty: 3023.063477
	Iteration 25F: 3 clusters Score -1272750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (29451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29451 members 
Entering Unmasked Estep 
Score: -3235461.000000 Penalty: 1672.203613
	Iteration 0F: 2 clusters Score -3235461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -3215758.500000 Penalty: 3344.407227
	Iteration 0F: 3 clusters Score -3215758 nChanged 13412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -3223460.000000 Penalty: 3344.407227
	Iteration 1F: 3 clusters Score -3223460 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -3224021.250000 Penalty: 3344.407227
	Iteration 2Q: 3 clusters Score -3224021 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -3224615.000000 Penalty: 3344.407227
	Iteration 3Q: 3 clusters Score -3224615 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -3225318.750000 Penalty: 3344.407227
	Iteration 4Q: 3 clusters Score -3225319 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -3226247.250000 Penalty: 3344.407227
	Iteration 5F: 3 clusters Score -3226247 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -3227400.250000 Penalty: 3344.407227
	Iteration 6F: 3 clusters Score -3227400 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -3228766.250000 Penalty: 3344.407227
	Iteration 7F: 3 clusters Score -3228766 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -3230300.250000 Penalty: 3344.407227
	Iteration 8F: 3 clusters Score -3230300 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -3231564.250000 Penalty: 3344.407227
	Iteration 9F: 3 clusters Score -3231564 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -3232315.250000 Penalty: 3344.407227
	Iteration 10Q: 3 clusters Score -3232315 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -3232681.250000 Penalty: 3344.407227
	Iteration 11Q: 3 clusters Score -3232681 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -3232854.000000 Penalty: 3344.407227
	Iteration 12Q: 3 clusters Score -3232854 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -3232950.750000 Penalty: 3344.407227
	Iteration 13Q: 3 clusters Score -3232951 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -3233011.750000 Penalty: 3344.407227
	Iteration 14Q: 3 clusters Score -3233012 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -3233033.000000 Penalty: 3344.407227
	Iteration 15Q: 3 clusters Score -3233033 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -3233063.000000 Penalty: 3344.407227
	Iteration 16Q: 3 clusters Score -3233063 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -3233068.250000 Penalty: 3344.407227
	Iteration 17Q: 3 clusters Score -3233068 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -3233068.750000 Penalty: 3344.407227
	Iteration 18Q: 3 clusters Score -3233069 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -3233077.250000 Penalty: 3344.407227
	Iteration 19Q: 3 clusters Score -3233077 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -3233088.500000 Penalty: 3344.407227
	Iteration 20F: 3 clusters Score -3233088 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -3233088.250000 Penalty: 3344.407227
	Iteration 21Q: 3 clusters Score -3233088 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -3233081.750000 Penalty: 3344.407227
	Iteration 22Q: 3 clusters Score -3233082 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -3233087.250000 Penalty: 3344.407227
	Iteration 23Q: 3 clusters Score -3233087 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -3233092.000000 Penalty: 3344.407227
	Iteration 24Q: 3 clusters Score -3233092 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -3233091.500000 Penalty: 3344.407227
	Iteration 25Q: 3 clusters Score -3233092 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -3233087.750000 Penalty: 3344.407227
	Iteration 26Q: 3 clusters Score -3233088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -3233096.500000 Penalty: 3344.407227
	Iteration 27Q: 3 clusters Score -3233096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -3233095.250000 Penalty: 3344.407227
	Iteration 28Q: 3 clusters Score -3233095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -3233094.000000 Penalty: 3344.407227
	Iteration 29Q: 3 clusters Score -3233094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -3233093.750000 Penalty: 3344.407227
	Iteration 30Q: 3 clusters Score -3233094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -3233089.500000 Penalty: 3344.407227
	Iteration 31Q: 3 clusters Score -3233090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -3233094.500000 Penalty: 3344.407227
	Iteration 32Q: 3 clusters Score -3233094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -3233095.500000 Penalty: 3344.407227
	Iteration 33Q: 3 clusters Score -3233096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -3233094.500000 Penalty: 3344.407227
	Iteration 34Q: 3 clusters Score -3233094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -3233098.250000 Penalty: 3344.407227
	Iteration 35Q: 3 clusters Score -3233098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -3233097.000000 Penalty: 3344.407227
	Iteration 36Q: 3 clusters Score -3233097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -3233094.250000 Penalty: 3344.407227
	Iteration 37Q: 3 clusters Score -3233094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -3233100.250000 Penalty: 3344.407227
	Iteration 38Q: 3 clusters Score -3233100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -3233091.750000 Penalty: 3344.407227
	Iteration 39Q: 3 clusters Score -3233092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -3233088.250000 Penalty: 3344.407227
	Iteration 40F: 3 clusters Score -3233088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -3233092.250000 Penalty: 3344.407227
	Iteration 41Q: 3 clusters Score -3233092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -3233091.500000 Penalty: 3344.407227
	Iteration 42Q: 3 clusters Score -3233092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -3233096.000000 Penalty: 3344.407227
	Iteration 43Q: 3 clusters Score -3233096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -3233098.500000 Penalty: 3344.407227
	Iteration 44Q: 3 clusters Score -3233098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -3233097.500000 Penalty: 3344.407227
	Iteration 45Q: 3 clusters Score -3233098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -3233096.250000 Penalty: 3344.407227
	Iteration 46Q: 3 clusters Score -3233096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -3233096.750000 Penalty: 3344.407227
	Iteration 47Q: 3 clusters Score -3233097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -3233095.000000 Penalty: 3344.407227
	Iteration 48Q: 3 clusters Score -3233095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -3233095.000000 Penalty: 3344.407227
	Iteration 49Q: 3 clusters Score -3233095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -3233093.250000 Penalty: 3344.407227
	Iteration 50Q: 3 clusters Score -3233093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -3233093.250000 Penalty: 3344.407227
	Iteration 51F: 3 clusters Score -3233093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (36888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36888 members 
Entering Unmasked Estep 
Score: -4063813.500000 Penalty: 1708.791748
	Iteration 0F: 2 clusters Score -4063814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -4039056.000000 Penalty: 3417.583496
	Iteration 0F: 3 clusters Score -4039056 nChanged 17115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -4049203.750000 Penalty: 3417.583496
	Iteration 1F: 3 clusters Score -4049204 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -4050321.000000 Penalty: 3417.583496
	Iteration 2F: 3 clusters Score -4050321 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
Score: -4052039.750000 Penalty: 3417.583496
	Iteration 3F: 3 clusters Score -4052040 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 27852 members 
Entering Unmasked Estep 
Score: -4054418.250000 Penalty: 3417.583496
	Iteration 4F: 3 clusters Score -4054418 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -4056819.750000 Penalty: 3417.583496
	Iteration 5F: 3 clusters Score -4056820 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 32504 members 
Entering Unmasked Estep 
Score: -4058830.500000 Penalty: 3417.583496
	Iteration 6F: 3 clusters Score -4058830 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 34006 members 
Entering Unmasked Estep 
Score: -4060210.000000 Penalty: 3417.583496
	Iteration 7Q: 3 clusters Score -4060210 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 34996 members 
Entering Unmasked Estep 
Score: -4061054.250000 Penalty: 3417.583496
	Iteration 8Q: 3 clusters Score -4061054 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -4061573.750000 Penalty: 3417.583496
	Iteration 9Q: 3 clusters Score -4061574 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 35969 members 
Entering Unmasked Estep 
Score: -4061874.500000 Penalty: 3417.583496
	Iteration 10Q: 3 clusters Score -4061874 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -4062032.750000 Penalty: 3417.583496
	Iteration 11Q: 3 clusters Score -4062033 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 36306 members 
Entering Unmasked Estep 
Score: -4062141.250000 Penalty: 3417.583496
	Iteration 12Q: 3 clusters Score -4062141 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 36392 members 
Entering Unmasked Estep 
Score: -4062222.250000 Penalty: 3417.583496
	Iteration 13Q: 3 clusters Score -4062222 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 36446 members 
Entering Unmasked Estep 
Score: -4062261.500000 Penalty: 3417.583496
	Iteration 14Q: 3 clusters Score -4062262 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 36475 members 
Entering Unmasked Estep 
Score: -4062273.250000 Penalty: 3417.583496
	Iteration 15Q: 3 clusters Score -4062273 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 36491 members 
Entering Unmasked Estep 
Score: -4062286.500000 Penalty: 3417.583496
	Iteration 16Q: 3 clusters Score -4062286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 36503 members 
Entering Unmasked Estep 
Score: -4062299.000000 Penalty: 3417.583496
	Iteration 17Q: 3 clusters Score -4062299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 36512 members 
Entering Unmasked Estep 
Score: -4062312.750000 Penalty: 3417.583496
	Iteration 18Q: 3 clusters Score -4062313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -4062313.250000 Penalty: 3417.583496
	Iteration 19Q: 3 clusters Score -4062313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 36520 members 
Entering Unmasked Estep 
Score: -4062316.500000 Penalty: 3417.583496
	Iteration 20F: 3 clusters Score -4062316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 36522 members 
Entering Unmasked Estep 
Score: -4062317.750000 Penalty: 3417.583496
	Iteration 21Q: 3 clusters Score -4062318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 36531 members 
Entering Unmasked Estep 
Score: -4062329.250000 Penalty: 3417.583496
	Iteration 22Q: 3 clusters Score -4062329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 36537 members 
Entering Unmasked Estep 
Score: -4062335.750000 Penalty: 3417.583496
	Iteration 23Q: 3 clusters Score -4062336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 36542 members 
Entering Unmasked Estep 
Score: -4062344.500000 Penalty: 3417.583496
	Iteration 24Q: 3 clusters Score -4062344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 36545 members 
Entering Unmasked Estep 
Score: -4062350.500000 Penalty: 3417.583496
	Iteration 25Q: 3 clusters Score -4062350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 36551 members 
Entering Unmasked Estep 
Score: -4062354.000000 Penalty: 3417.583496
	Iteration 26Q: 3 clusters Score -4062354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 36554 members 
Entering Unmasked Estep 
Score: -4062358.250000 Penalty: 3417.583496
	Iteration 27Q: 3 clusters Score -4062358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 36555 members 
Entering Unmasked Estep 
Score: -4062354.500000 Penalty: 3417.583496
	Iteration 28Q: 3 clusters Score -4062354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 36557 members 
Entering Unmasked Estep 
Score: -4062356.750000 Penalty: 3417.583496
	Iteration 29Q: 3 clusters Score -4062357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 36557 members 
Entering Unmasked Estep 
Score: -4062356.750000 Penalty: 3417.583496
	Iteration 30F: 3 clusters Score -4062357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Entering Unmasked Estep 
Score: -1381496.375000 Penalty: 1525.411377
	Iteration 0F: 2 clusters Score -1381496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1373152.125000 Penalty: 3050.822754
	Iteration 0F: 3 clusters Score -1373152 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1376013.750000 Penalty: 3050.822754
	Iteration 1F: 3 clusters Score -1376014 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1376318.500000 Penalty: 3050.822754
	Iteration 2F: 3 clusters Score -1376318 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1376600.750000 Penalty: 3050.822754
	Iteration 3Q: 3 clusters Score -1376601 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1376955.250000 Penalty: 3050.822754
	Iteration 4Q: 3 clusters Score -1376955 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1377389.875000 Penalty: 3050.822754
	Iteration 5F: 3 clusters Score -1377390 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1377937.625000 Penalty: 3050.822754
	Iteration 6F: 3 clusters Score -1377938 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1378527.625000 Penalty: 3050.822754
	Iteration 7F: 3 clusters Score -1378528 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1379025.375000 Penalty: 3050.822754
	Iteration 8F: 3 clusters Score -1379025 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1379388.750000 Penalty: 3050.822754
	Iteration 9Q: 3 clusters Score -1379389 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1379601.000000 Penalty: 3050.822754
	Iteration 10Q: 3 clusters Score -1379601 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1379741.125000 Penalty: 3050.822754
	Iteration 11Q: 3 clusters Score -1379741 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1379843.750000 Penalty: 3050.822754
	Iteration 12Q: 3 clusters Score -1379844 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1379915.875000 Penalty: 3050.822754
	Iteration 13Q: 3 clusters Score -1379916 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1379971.750000 Penalty: 3050.822754
	Iteration 14Q: 3 clusters Score -1379972 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1380017.750000 Penalty: 3050.822754
	Iteration 15Q: 3 clusters Score -1380018 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1380059.875000 Penalty: 3050.822754
	Iteration 16Q: 3 clusters Score -1380060 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1380093.000000 Penalty: 3050.822754
	Iteration 17Q: 3 clusters Score -1380093 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1380115.750000 Penalty: 3050.822754
	Iteration 18Q: 3 clusters Score -1380116 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1380133.500000 Penalty: 3050.822754
	Iteration 19Q: 3 clusters Score -1380134 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1380150.750000 Penalty: 3050.822754
	Iteration 20F: 3 clusters Score -1380151 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1380160.625000 Penalty: 3050.822754
	Iteration 21Q: 3 clusters Score -1380161 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1380173.125000 Penalty: 3050.822754
	Iteration 22Q: 3 clusters Score -1380173 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1380185.500000 Penalty: 3050.822754
	Iteration 23Q: 3 clusters Score -1380186 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1380188.375000 Penalty: 3050.822754
	Iteration 24Q: 3 clusters Score -1380188 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1380197.750000 Penalty: 3050.822754
	Iteration 25Q: 3 clusters Score -1380198 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1380205.000000 Penalty: 3050.822754
	Iteration 26Q: 3 clusters Score -1380205 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1380209.000000 Penalty: 3050.822754
	Iteration 27Q: 3 clusters Score -1380209 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1380212.750000 Penalty: 3050.822754
	Iteration 28Q: 3 clusters Score -1380213 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1380220.500000 Penalty: 3050.822754
	Iteration 29Q: 3 clusters Score -1380220 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1380221.125000 Penalty: 3050.822754
	Iteration 30Q: 3 clusters Score -1380221 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1380222.250000 Penalty: 3050.822754
	Iteration 31Q: 3 clusters Score -1380222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1380225.875000 Penalty: 3050.822754
	Iteration 32Q: 3 clusters Score -1380226 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1380227.125000 Penalty: 3050.822754
	Iteration 33Q: 3 clusters Score -1380227 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1380226.250000 Penalty: 3050.822754
	Iteration 34Q: 3 clusters Score -1380226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1380230.250000 Penalty: 3050.822754
	Iteration 35Q: 3 clusters Score -1380230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1380233.500000 Penalty: 3050.822754
	Iteration 36Q: 3 clusters Score -1380234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1380240.250000 Penalty: 3050.822754
	Iteration 37Q: 3 clusters Score -1380240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1380243.000000 Penalty: 3050.822754
	Iteration 38Q: 3 clusters Score -1380243 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1380246.375000 Penalty: 3050.822754
	Iteration 39Q: 3 clusters Score -1380246 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1380251.375000 Penalty: 3050.822754
	Iteration 40F: 3 clusters Score -1380251 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1380250.625000 Penalty: 3050.822754
	Iteration 41Q: 3 clusters Score -1380251 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1380251.000000 Penalty: 3050.822754
	Iteration 42Q: 3 clusters Score -1380251 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1380250.875000 Penalty: 3050.822754
	Iteration 43Q: 3 clusters Score -1380251 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1380254.250000 Penalty: 3050.822754
	Iteration 44Q: 3 clusters Score -1380254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1380253.625000 Penalty: 3050.822754
	Iteration 45Q: 3 clusters Score -1380254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1380256.875000 Penalty: 3050.822754
	Iteration 46Q: 3 clusters Score -1380257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1380255.375000 Penalty: 3050.822754
	Iteration 47Q: 3 clusters Score -1380255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1380255.625000 Penalty: 3050.822754
	Iteration 48Q: 3 clusters Score -1380256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1380258.125000 Penalty: 3050.822754
	Iteration 49Q: 3 clusters Score -1380258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1380260.250000 Penalty: 3050.822754
	Iteration 50Q: 3 clusters Score -1380260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1380259.375000 Penalty: 3050.822754
	Iteration 51Q: 3 clusters Score -1380259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1380259.375000 Penalty: 3050.822754
	Iteration 52F: 3 clusters Score -1380259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Entering Unmasked Estep 
Score: -435755.000000 Penalty: 1362.270752
	Iteration 0F: 2 clusters Score -435755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -432185.406250 Penalty: 2724.541504
	Iteration 0F: 3 clusters Score -432185.4 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -433096.593750 Penalty: 2724.541504
	Iteration 1F: 3 clusters Score -433096.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -433322.000000 Penalty: 2724.541504
	Iteration 2F: 3 clusters Score -433322 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -433530.593750 Penalty: 2724.541504
	Iteration 3F: 3 clusters Score -433530.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -433718.343750 Penalty: 2724.541504
	Iteration 4F: 3 clusters Score -433718.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -433909.343750 Penalty: 2724.541504
	Iteration 5F: 3 clusters Score -433909.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -434112.187500 Penalty: 2724.541504
	Iteration 6F: 3 clusters Score -434112.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -434310.843750 Penalty: 2724.541504
	Iteration 7F: 3 clusters Score -434310.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -434495.375000 Penalty: 2724.541504
	Iteration 8Q: 3 clusters Score -434495.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -434688.750000 Penalty: 2724.541504
	Iteration 9Q: 3 clusters Score -434688.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -434960.781250 Penalty: 2724.541504
	Iteration 10Q: 3 clusters Score -434960.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -435259.312500 Penalty: 2724.541504
	Iteration 11Q: 3 clusters Score -435259.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -435493.593750 Penalty: 2724.541504
	Iteration 12Q: 3 clusters Score -435493.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -435588.625000 Penalty: 2724.541504
	Iteration 13Q: 3 clusters Score -435588.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -435626.937500 Penalty: 2724.541504
	Iteration 14Q: 3 clusters Score -435626.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -435648.843750 Penalty: 2724.541504
	Iteration 15Q: 3 clusters Score -435648.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -435661.156250 Penalty: 2724.541504
	Iteration 16Q: 3 clusters Score -435661.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -435665.062500 Penalty: 2724.541504
	Iteration 17Q: 3 clusters Score -435665.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -435667.562500 Penalty: 2724.541504
	Iteration 18Q: 3 clusters Score -435667.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -435669.750000 Penalty: 2724.541504
	Iteration 19Q: 3 clusters Score -435669.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -435671.531250 Penalty: 2724.541504
	Iteration 20F: 3 clusters Score -435671.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -435672.875000 Penalty: 2724.541504
	Iteration 21Q: 3 clusters Score -435672.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -435673.000000 Penalty: 2724.541504
	Iteration 22Q: 3 clusters Score -435673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -435673.000000 Penalty: 2724.541504
	Iteration 23F: 3 clusters Score -435673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (98416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98416 members 
Entering Unmasked Estep 
Score: -11712684.000000 Penalty: 1868.255737
	Iteration 0F: 2 clusters Score -1.171268e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49394 members 
Mstep: Class 2 contains 49022 members 
Entering Unmasked Estep 
Score: -11649342.000000 Penalty: 3736.511475
	Iteration 0F: 3 clusters Score -1.164934e+07 nChanged 47189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51643 members 
Mstep: Class 2 contains 46773 members 
Entering Unmasked Estep 
Score: -11677087.000000 Penalty: 3736.511475
	Iteration 1F: 3 clusters Score -1.167709e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52852 members 
Mstep: Class 2 contains 45564 members 
Entering Unmasked Estep 
Score: -11678497.000000 Penalty: 3736.511475
	Iteration 2Q: 3 clusters Score -1.16785e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54681 members 
Mstep: Class 2 contains 43735 members 
Entering Unmasked Estep 
Score: -11680596.000000 Penalty: 3736.511475
	Iteration 3Q: 3 clusters Score -1.16806e+07 nChanged 5510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57253 members 
Mstep: Class 2 contains 41163 members 
Entering Unmasked Estep 
Score: -11683988.000000 Penalty: 3736.511475
	Iteration 4F: 3 clusters Score -1.168399e+07 nChanged 6526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60525 members 
Mstep: Class 2 contains 37891 members 
Entering Unmasked Estep 
Score: -11688967.000000 Penalty: 3736.511475
	Iteration 5F: 3 clusters Score -1.168897e+07 nChanged 7203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63968 members 
Mstep: Class 2 contains 34448 members 
Entering Unmasked Estep 
Score: -11696040.000000 Penalty: 3736.511475
	Iteration 6F: 3 clusters Score -1.169604e+07 nChanged 6873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66369 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -11702525.000000 Penalty: 3736.511475
	Iteration 7F: 3 clusters Score -1.170252e+07 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67478 members 
Mstep: Class 2 contains 30938 members 
Entering Unmasked Estep 
Score: -11706143.000000 Penalty: 3736.511475
	Iteration 8F: 3 clusters Score -1.170614e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68224 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -11707466.000000 Penalty: 3736.511475
	Iteration 9Q: 3 clusters Score -1.170747e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68800 members 
Mstep: Class 2 contains 29616 members 
Entering Unmasked Estep 
Score: -11708066.000000 Penalty: 3736.511475
	Iteration 10Q: 3 clusters Score -1.170807e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69466 members 
Mstep: Class 2 contains 28950 members 
Entering Unmasked Estep 
Score: -11708443.000000 Penalty: 3736.511475
	Iteration 11Q: 3 clusters Score -1.170844e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70004 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -11708842.000000 Penalty: 3736.511475
	Iteration 12Q: 3 clusters Score -1.170884e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70515 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -11709158.000000 Penalty: 3736.511475
	Iteration 13Q: 3 clusters Score -1.170916e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71027 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -11709429.000000 Penalty: 3736.511475
	Iteration 14Q: 3 clusters Score -1.170943e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71500 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -11709599.000000 Penalty: 3736.511475
	Iteration 15Q: 3 clusters Score -1.17096e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71861 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -11709698.000000 Penalty: 3736.511475
	Iteration 16Q: 3 clusters Score -1.17097e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72255 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -11709846.000000 Penalty: 3736.511475
	Iteration 17Q: 3 clusters Score -1.170985e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72626 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -11709948.000000 Penalty: 3736.511475
	Iteration 18Q: 3 clusters Score -1.170995e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72961 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -11709998.000000 Penalty: 3736.511475
	Iteration 19Q: 3 clusters Score -1.171e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73264 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -11709999.000000 Penalty: 3736.511475
	Iteration 20F: 3 clusters Score -1.171e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73581 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -11710046.000000 Penalty: 3736.511475
	Iteration 21Q: 3 clusters Score -1.171005e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73867 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -11710098.000000 Penalty: 3736.511475
	Iteration 22Q: 3 clusters Score -1.17101e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74085 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -11710140.000000 Penalty: 3736.511475
	Iteration 23Q: 3 clusters Score -1.171014e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74309 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -11710118.000000 Penalty: 3736.511475
	Iteration 24Q: 3 clusters Score -1.171012e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74481 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -11710168.000000 Penalty: 3736.511475
	Iteration 25Q: 3 clusters Score -1.171017e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74653 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -11710174.000000 Penalty: 3736.511475
	Iteration 26Q: 3 clusters Score -1.171017e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74825 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -11710211.000000 Penalty: 3736.511475
	Iteration 27Q: 3 clusters Score -1.171021e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74981 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -11710230.000000 Penalty: 3736.511475
	Iteration 28Q: 3 clusters Score -1.171023e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75176 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -11710260.000000 Penalty: 3736.511475
	Iteration 29Q: 3 clusters Score -1.171026e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75373 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -11710266.000000 Penalty: 3736.511475
	Iteration 30Q: 3 clusters Score -1.171027e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75599 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -11710232.000000 Penalty: 3736.511475
	Iteration 31Q: 3 clusters Score -1.171023e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75791 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -11710300.000000 Penalty: 3736.511475
	Iteration 32Q: 3 clusters Score -1.17103e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75987 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -11710339.000000 Penalty: 3736.511475
	Iteration 33Q: 3 clusters Score -1.171034e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76189 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -11710357.000000 Penalty: 3736.511475
	Iteration 34Q: 3 clusters Score -1.171036e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76366 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -11710367.000000 Penalty: 3736.511475
	Iteration 35Q: 3 clusters Score -1.171037e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76551 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -11710378.000000 Penalty: 3736.511475
	Iteration 36Q: 3 clusters Score -1.171038e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76699 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -11710383.000000 Penalty: 3736.511475
	Iteration 37Q: 3 clusters Score -1.171038e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76836 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -11710401.000000 Penalty: 3736.511475
	Iteration 38Q: 3 clusters Score -1.17104e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76941 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -11710425.000000 Penalty: 3736.511475
	Iteration 39Q: 3 clusters Score -1.171042e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77039 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -11710422.000000 Penalty: 3736.511475
	Iteration 40F: 3 clusters Score -1.171042e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77169 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -11710431.000000 Penalty: 3736.511475
	Iteration 41Q: 3 clusters Score -1.171043e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77281 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -11710452.000000 Penalty: 3736.511475
	Iteration 42Q: 3 clusters Score -1.171045e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77394 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -11710454.000000 Penalty: 3736.511475
	Iteration 43Q: 3 clusters Score -1.171045e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77510 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -11710458.000000 Penalty: 3736.511475
	Iteration 44Q: 3 clusters Score -1.171046e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77628 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -11710479.000000 Penalty: 3736.511475
	Iteration 45Q: 3 clusters Score -1.171048e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77739 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -11710481.000000 Penalty: 3736.511475
	Iteration 46Q: 3 clusters Score -1.171048e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77862 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -11710498.000000 Penalty: 3736.511475
	Iteration 47Q: 3 clusters Score -1.17105e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78003 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -11710508.000000 Penalty: 3736.511475
	Iteration 48Q: 3 clusters Score -1.171051e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78139 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -11710510.000000 Penalty: 3736.511475
	Iteration 49Q: 3 clusters Score -1.171051e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78296 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -11710503.000000 Penalty: 3736.511475
	Iteration 50Q: 3 clusters Score -1.17105e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78475 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -11710513.000000 Penalty: 3736.511475
	Iteration 51Q: 3 clusters Score -1.171051e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78665 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -11710534.000000 Penalty: 3736.511475
	Iteration 52Q: 3 clusters Score -1.171053e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78852 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -11710543.000000 Penalty: 3736.511475
	Iteration 53Q: 3 clusters Score -1.171054e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79028 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -11710554.000000 Penalty: 3736.511475
	Iteration 54Q: 3 clusters Score -1.171055e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79249 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -11710580.000000 Penalty: 3736.511475
	Iteration 55Q: 3 clusters Score -1.171058e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79522 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -11710643.000000 Penalty: 3736.511475
	Iteration 56Q: 3 clusters Score -1.171064e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79827 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -11710686.000000 Penalty: 3736.511475
	Iteration 57Q: 3 clusters Score -1.171069e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80180 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -11710745.000000 Penalty: 3736.511475
	Iteration 58Q: 3 clusters Score -1.171074e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80525 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -11710785.000000 Penalty: 3736.511475
	Iteration 59Q: 3 clusters Score -1.171078e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80859 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -11710852.000000 Penalty: 3736.511475
	Iteration 60F: 3 clusters Score -1.171085e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81205 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -11710898.000000 Penalty: 3736.511475
	Iteration 61Q: 3 clusters Score -1.17109e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81505 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -11710913.000000 Penalty: 3736.511475
	Iteration 62Q: 3 clusters Score -1.171091e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81766 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -11710961.000000 Penalty: 3736.511475
	Iteration 63Q: 3 clusters Score -1.171096e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81994 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -11710969.000000 Penalty: 3736.511475
	Iteration 64Q: 3 clusters Score -1.171097e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82235 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -11711007.000000 Penalty: 3736.511475
	Iteration 65Q: 3 clusters Score -1.171101e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82508 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -11711118.000000 Penalty: 3736.511475
	Iteration 66Q: 3 clusters Score -1.171112e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82802 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -11711161.000000 Penalty: 3736.511475
	Iteration 67Q: 3 clusters Score -1.171116e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83094 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -11711221.000000 Penalty: 3736.511475
	Iteration 68Q: 3 clusters Score -1.171122e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83385 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -11711275.000000 Penalty: 3736.511475
	Iteration 69Q: 3 clusters Score -1.171128e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83625 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -11711307.000000 Penalty: 3736.511475
	Iteration 70Q: 3 clusters Score -1.171131e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83860 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -11711359.000000 Penalty: 3736.511475
	Iteration 71Q: 3 clusters Score -1.171136e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84105 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -11711364.000000 Penalty: 3736.511475
	Iteration 72Q: 3 clusters Score -1.171136e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84383 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -11711441.000000 Penalty: 3736.511475
	Iteration 73Q: 3 clusters Score -1.171144e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84672 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -11711451.000000 Penalty: 3736.511475
	Iteration 74Q: 3 clusters Score -1.171145e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84958 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -11711487.000000 Penalty: 3736.511475
	Iteration 75Q: 3 clusters Score -1.171149e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85249 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -11711520.000000 Penalty: 3736.511475
	Iteration 76Q: 3 clusters Score -1.171152e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85530 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -11711531.000000 Penalty: 3736.511475
	Iteration 77Q: 3 clusters Score -1.171153e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85833 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -11711556.000000 Penalty: 3736.511475
	Iteration 78Q: 3 clusters Score -1.171156e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86160 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -11711618.000000 Penalty: 3736.511475
	Iteration 79Q: 3 clusters Score -1.171162e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86524 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -11711679.000000 Penalty: 3736.511475
	Iteration 80F: 3 clusters Score -1.171168e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86908 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -11711734.000000 Penalty: 3736.511475
	Iteration 81Q: 3 clusters Score -1.171173e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87306 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -11711778.000000 Penalty: 3736.511475
	Iteration 82Q: 3 clusters Score -1.171178e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87735 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -11711832.000000 Penalty: 3736.511475
	Iteration 83Q: 3 clusters Score -1.171183e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88218 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -11711884.000000 Penalty: 3736.511475
	Iteration 84Q: 3 clusters Score -1.171188e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88695 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -11711945.000000 Penalty: 3736.511475
	Iteration 85Q: 3 clusters Score -1.171194e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89192 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -11711975.000000 Penalty: 3736.511475
	Iteration 86Q: 3 clusters Score -1.171198e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89761 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -11711968.000000 Penalty: 3736.511475
	Iteration 87Q: 3 clusters Score -1.171197e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90354 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -11712083.000000 Penalty: 3736.511475
	Iteration 88Q: 3 clusters Score -1.171208e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90964 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -11712009.000000 Penalty: 3736.511475
	Iteration 89Q: 3 clusters Score -1.171201e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91561 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -11712031.000000 Penalty: 3736.511475
	Iteration 90Q: 3 clusters Score -1.171203e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92153 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -11712012.000000 Penalty: 3736.511475
	Iteration 91Q: 3 clusters Score -1.171201e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92710 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -11712006.000000 Penalty: 3736.511475
	Iteration 92Q: 3 clusters Score -1.171201e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93236 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -11712060.000000 Penalty: 3736.511475
	Iteration 93Q: 3 clusters Score -1.171206e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93743 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -11712001.000000 Penalty: 3736.511475
	Iteration 94Q: 3 clusters Score -1.1712e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94180 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -11711981.000000 Penalty: 3736.511475
	Iteration 95Q: 3 clusters Score -1.171198e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94595 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -11711872.000000 Penalty: 3736.511475
	Iteration 96Q: 3 clusters Score -1.171187e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94982 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -11711794.000000 Penalty: 3736.511475
	Iteration 97Q: 3 clusters Score -1.171179e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95323 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -11711740.000000 Penalty: 3736.511475
	Iteration 98Q: 3 clusters Score -1.171174e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95627 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -11711755.000000 Penalty: 3736.511475
	Iteration 99Q: 3 clusters Score -1.171176e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95902 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -11711731.000000 Penalty: 3736.511475
	Iteration 100F: 3 clusters Score -1.171173e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96133 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -11711691.000000 Penalty: 3736.511475
	Iteration 101Q: 3 clusters Score -1.171169e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96342 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -11711686.000000 Penalty: 3736.511475
	Iteration 102Q: 3 clusters Score -1.171169e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96526 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -11711665.000000 Penalty: 3736.511475
	Iteration 103Q: 3 clusters Score -1.171166e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96699 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -11711638.000000 Penalty: 3736.511475
	Iteration 104Q: 3 clusters Score -1.171164e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96840 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -11711663.000000 Penalty: 3736.511475
	Iteration 105Q: 3 clusters Score -1.171166e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96974 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -11711626.000000 Penalty: 3736.511475
	Iteration 106Q: 3 clusters Score -1.171163e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97084 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -11711655.000000 Penalty: 3736.511475
	Iteration 107Q: 3 clusters Score -1.171166e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97187 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -11711626.000000 Penalty: 3736.511475
	Iteration 108Q: 3 clusters Score -1.171163e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97272 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -11711626.000000 Penalty: 3736.511475
	Iteration 109Q: 3 clusters Score -1.171163e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97345 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -11711613.000000 Penalty: 3736.511475
	Iteration 110Q: 3 clusters Score -1.171161e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97417 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -11711598.000000 Penalty: 3736.511475
	Iteration 111Q: 3 clusters Score -1.17116e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97475 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -11711564.000000 Penalty: 3736.511475
	Iteration 112Q: 3 clusters Score -1.171156e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97518 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -11711547.000000 Penalty: 3736.511475
	Iteration 113Q: 3 clusters Score -1.171155e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97546 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -11711529.000000 Penalty: 3736.511475
	Iteration 114Q: 3 clusters Score -1.171153e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97561 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -11711510.000000 Penalty: 3736.511475
	Iteration 115Q: 3 clusters Score -1.171151e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97576 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -11711510.000000 Penalty: 3736.511475
	Iteration 116Q: 3 clusters Score -1.171151e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97590 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -11711523.000000 Penalty: 3736.511475
	Iteration 117Q: 3 clusters Score -1.171152e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97608 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -11711528.000000 Penalty: 3736.511475
	Iteration 118Q: 3 clusters Score -1.171153e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97623 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -11711530.000000 Penalty: 3736.511475
	Iteration 119Q: 3 clusters Score -1.171153e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97644 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -11711538.000000 Penalty: 3736.511475
	Iteration 120F: 3 clusters Score -1.171154e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97656 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -11711531.000000 Penalty: 3736.511475
	Iteration 121Q: 3 clusters Score -1.171153e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97669 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -11711535.000000 Penalty: 3736.511475
	Iteration 122Q: 3 clusters Score -1.171154e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97678 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -11711541.000000 Penalty: 3736.511475
	Iteration 123Q: 3 clusters Score -1.171154e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97684 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -11711535.000000 Penalty: 3736.511475
	Iteration 124Q: 3 clusters Score -1.171154e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97685 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -11711537.000000 Penalty: 3736.511475
	Iteration 125Q: 3 clusters Score -1.171154e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97688 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -11711540.000000 Penalty: 3736.511475
	Iteration 126Q: 3 clusters Score -1.171154e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97691 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -11711552.000000 Penalty: 3736.511475
	Iteration 127Q: 3 clusters Score -1.171155e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97697 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -11711542.000000 Penalty: 3736.511475
	Iteration 128Q: 3 clusters Score -1.171154e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97702 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -11711538.000000 Penalty: 3736.511475
	Iteration 129Q: 3 clusters Score -1.171154e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97711 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -11711520.000000 Penalty: 3736.511475
	Iteration 130Q: 3 clusters Score -1.171152e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97720 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -11711531.000000 Penalty: 3736.511475
	Iteration 131Q: 3 clusters Score -1.171153e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97727 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -11711530.000000 Penalty: 3736.511475
	Iteration 132Q: 3 clusters Score -1.171153e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97733 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -11711519.000000 Penalty: 3736.511475
	Iteration 133Q: 3 clusters Score -1.171152e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97738 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -11711517.000000 Penalty: 3736.511475
	Iteration 134Q: 3 clusters Score -1.171152e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97745 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -11711524.000000 Penalty: 3736.511475
	Iteration 135Q: 3 clusters Score -1.171152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97746 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -11711530.000000 Penalty: 3736.511475
	Iteration 136Q: 3 clusters Score -1.171153e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97748 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -11711514.000000 Penalty: 3736.511475
	Iteration 137Q: 3 clusters Score -1.171151e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97751 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -11711523.000000 Penalty: 3736.511475
	Iteration 138Q: 3 clusters Score -1.171152e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97757 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -11711512.000000 Penalty: 3736.511475
	Iteration 139Q: 3 clusters Score -1.171151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97759 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -11711501.000000 Penalty: 3736.511475
	Iteration 140F: 3 clusters Score -1.17115e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97760 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -11711504.000000 Penalty: 3736.511475
	Iteration 141Q: 3 clusters Score -1.17115e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97760 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -11711504.000000 Penalty: 3736.511475
	Iteration 142F: 3 clusters Score -1.17115e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Entering Unmasked Estep 
Score: -1209001.500000 Penalty: 1502.897339
	Iteration 0F: 2 clusters Score -1209002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1201650.750000 Penalty: 3005.794678
	Iteration 0F: 3 clusters Score -1201651 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1204057.250000 Penalty: 3005.794678
	Iteration 1F: 3 clusters Score -1204057 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1204425.250000 Penalty: 3005.794678
	Iteration 2F: 3 clusters Score -1204425 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1204801.625000 Penalty: 3005.794678
	Iteration 3F: 3 clusters Score -1204802 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1205207.375000 Penalty: 3005.794678
	Iteration 4F: 3 clusters Score -1205207 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1205688.000000 Penalty: 3005.794678
	Iteration 5F: 3 clusters Score -1205688 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1206214.500000 Penalty: 3005.794678
	Iteration 6F: 3 clusters Score -1206214 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1206708.000000 Penalty: 3005.794678
	Iteration 7F: 3 clusters Score -1206708 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1207111.125000 Penalty: 3005.794678
	Iteration 8Q: 3 clusters Score -1207111 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1207381.125000 Penalty: 3005.794678
	Iteration 9Q: 3 clusters Score -1207381 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1207558.375000 Penalty: 3005.794678
	Iteration 10Q: 3 clusters Score -1207558 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1207663.125000 Penalty: 3005.794678
	Iteration 11Q: 3 clusters Score -1207663 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1207746.000000 Penalty: 3005.794678
	Iteration 12Q: 3 clusters Score -1207746 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1207791.375000 Penalty: 3005.794678
	Iteration 13Q: 3 clusters Score -1207791 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1207814.625000 Penalty: 3005.794678
	Iteration 14Q: 3 clusters Score -1207815 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1207828.375000 Penalty: 3005.794678
	Iteration 15Q: 3 clusters Score -1207828 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1207838.875000 Penalty: 3005.794678
	Iteration 16Q: 3 clusters Score -1207839 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1207846.625000 Penalty: 3005.794678
	Iteration 17Q: 3 clusters Score -1207847 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1207854.500000 Penalty: 3005.794678
	Iteration 18Q: 3 clusters Score -1207854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1207866.625000 Penalty: 3005.794678
	Iteration 19Q: 3 clusters Score -1207867 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1207872.375000 Penalty: 3005.794678
	Iteration 20F: 3 clusters Score -1207872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1207880.500000 Penalty: 3005.794678
	Iteration 21Q: 3 clusters Score -1207880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1207886.125000 Penalty: 3005.794678
	Iteration 22Q: 3 clusters Score -1207886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1207888.250000 Penalty: 3005.794678
	Iteration 23Q: 3 clusters Score -1207888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1207895.250000 Penalty: 3005.794678
	Iteration 24Q: 3 clusters Score -1207895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1207900.000000 Penalty: 3005.794678
	Iteration 25Q: 3 clusters Score -1207900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1207900.125000 Penalty: 3005.794678
	Iteration 26Q: 3 clusters Score -1207900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1207901.500000 Penalty: 3005.794678
	Iteration 27Q: 3 clusters Score -1207902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1207901.750000 Penalty: 3005.794678
	Iteration 28Q: 3 clusters Score -1207902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1207902.750000 Penalty: 3005.794678
	Iteration 29Q: 3 clusters Score -1207903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1207902.750000 Penalty: 3005.794678
	Iteration 30Q: 3 clusters Score -1207903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1207902.625000 Penalty: 3005.794678
	Iteration 31Q: 3 clusters Score -1207903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1207902.625000 Penalty: 3005.794678
	Iteration 32F: 3 clusters Score -1207903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Entering Unmasked Estep 
Score: -990808.812500 Penalty: 1475.999634
	Iteration 0F: 2 clusters Score -990808.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -984426.812500 Penalty: 2951.999268
	Iteration 0F: 3 clusters Score -984426.8 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -986424.000000 Penalty: 2951.999268
	Iteration 1F: 3 clusters Score -986424 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -986645.437500 Penalty: 2951.999268
	Iteration 2F: 3 clusters Score -986645.4 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -986845.875000 Penalty: 2951.999268
	Iteration 3F: 3 clusters Score -986845.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -987016.437500 Penalty: 2951.999268
	Iteration 4Q: 3 clusters Score -987016.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -987135.062500 Penalty: 2951.999268
	Iteration 5Q: 3 clusters Score -987135.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -987232.250000 Penalty: 2951.999268
	Iteration 6Q: 3 clusters Score -987232.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -987330.375000 Penalty: 2951.999268
	Iteration 7Q: 3 clusters Score -987330.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -987427.812500 Penalty: 2951.999268
	Iteration 8Q: 3 clusters Score -987427.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -987530.812500 Penalty: 2951.999268
	Iteration 9Q: 3 clusters Score -987530.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -987652.875000 Penalty: 2951.999268
	Iteration 10Q: 3 clusters Score -987652.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -987817.937500 Penalty: 2951.999268
	Iteration 11Q: 3 clusters Score -987817.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -987982.000000 Penalty: 2951.999268
	Iteration 12Q: 3 clusters Score -987982 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -988133.437500 Penalty: 2951.999268
	Iteration 13Q: 3 clusters Score -988133.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -988282.812500 Penalty: 2951.999268
	Iteration 14Q: 3 clusters Score -988282.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -988420.187500 Penalty: 2951.999268
	Iteration 15Q: 3 clusters Score -988420.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -988543.937500 Penalty: 2951.999268
	Iteration 16Q: 3 clusters Score -988543.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -988660.562500 Penalty: 2951.999268
	Iteration 17Q: 3 clusters Score -988660.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -988780.250000 Penalty: 2951.999268
	Iteration 18Q: 3 clusters Score -988780.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -988904.062500 Penalty: 2951.999268
	Iteration 19Q: 3 clusters Score -988904.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -989000.500000 Penalty: 2951.999268
	Iteration 20F: 3 clusters Score -989000.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -989086.125000 Penalty: 2951.999268
	Iteration 21Q: 3 clusters Score -989086.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -989167.500000 Penalty: 2951.999268
	Iteration 22Q: 3 clusters Score -989167.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -989240.750000 Penalty: 2951.999268
	Iteration 23Q: 3 clusters Score -989240.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -989291.937500 Penalty: 2951.999268
	Iteration 24Q: 3 clusters Score -989291.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -989336.562500 Penalty: 2951.999268
	Iteration 25Q: 3 clusters Score -989336.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -989383.000000 Penalty: 2951.999268
	Iteration 26Q: 3 clusters Score -989383 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -989422.062500 Penalty: 2951.999268
	Iteration 27Q: 3 clusters Score -989422.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -989449.562500 Penalty: 2951.999268
	Iteration 28Q: 3 clusters Score -989449.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -989468.750000 Penalty: 2951.999268
	Iteration 29Q: 3 clusters Score -989468.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -989481.187500 Penalty: 2951.999268
	Iteration 30Q: 3 clusters Score -989481.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -989490.812500 Penalty: 2951.999268
	Iteration 31Q: 3 clusters Score -989490.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -989498.750000 Penalty: 2951.999268
	Iteration 32Q: 3 clusters Score -989498.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -989503.875000 Penalty: 2951.999268
	Iteration 33Q: 3 clusters Score -989503.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -989513.375000 Penalty: 2951.999268
	Iteration 34Q: 3 clusters Score -989513.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -989515.687500 Penalty: 2951.999268
	Iteration 35Q: 3 clusters Score -989515.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -989518.125000 Penalty: 2951.999268
	Iteration 36Q: 3 clusters Score -989518.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -989515.937500 Penalty: 2951.999268
	Iteration 37Q: 3 clusters Score -989515.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -989515.937500 Penalty: 2951.999268
	Iteration 38F: 3 clusters Score -989515.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Entering Unmasked Estep 
Score: -2463204.250000 Penalty: 1628.470947
	Iteration 0F: 2 clusters Score -2463204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -2447936.250000 Penalty: 3256.941895
	Iteration 0F: 3 clusters Score -2447936 nChanged 10299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -2453700.750000 Penalty: 3256.941895
	Iteration 1F: 3 clusters Score -2453701 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -2454120.500000 Penalty: 3256.941895
	Iteration 2F: 3 clusters Score -2454120 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -2454532.500000 Penalty: 3256.941895
	Iteration 3Q: 3 clusters Score -2454532 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -2454998.000000 Penalty: 3256.941895
	Iteration 4Q: 3 clusters Score -2454998 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -2455620.000000 Penalty: 3256.941895
	Iteration 5F: 3 clusters Score -2455620 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -2456481.250000 Penalty: 3256.941895
	Iteration 6F: 3 clusters Score -2456481 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -2457540.000000 Penalty: 3256.941895
	Iteration 7F: 3 clusters Score -2457540 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -2458685.000000 Penalty: 3256.941895
	Iteration 8F: 3 clusters Score -2458685 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -2459784.500000 Penalty: 3256.941895
	Iteration 9F: 3 clusters Score -2459784 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2460551.750000 Penalty: 3256.941895
	Iteration 10Q: 3 clusters Score -2460552 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2461033.250000 Penalty: 3256.941895
	Iteration 11Q: 3 clusters Score -2461033 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2461316.000000 Penalty: 3256.941895
	Iteration 12Q: 3 clusters Score -2461316 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2461498.500000 Penalty: 3256.941895
	Iteration 13Q: 3 clusters Score -2461498 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2461621.000000 Penalty: 3256.941895
	Iteration 14Q: 3 clusters Score -2461621 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2461699.000000 Penalty: 3256.941895
	Iteration 15Q: 3 clusters Score -2461699 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2461740.500000 Penalty: 3256.941895
	Iteration 16Q: 3 clusters Score -2461740 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2461761.500000 Penalty: 3256.941895
	Iteration 17Q: 3 clusters Score -2461762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2461783.000000 Penalty: 3256.941895
	Iteration 18Q: 3 clusters Score -2461783 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2461793.250000 Penalty: 3256.941895
	Iteration 19Q: 3 clusters Score -2461793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2461810.000000 Penalty: 3256.941895
	Iteration 20F: 3 clusters Score -2461810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2461812.500000 Penalty: 3256.941895
	Iteration 21Q: 3 clusters Score -2461812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2461822.250000 Penalty: 3256.941895
	Iteration 22Q: 3 clusters Score -2461822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2461826.000000 Penalty: 3256.941895
	Iteration 23Q: 3 clusters Score -2461826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2461832.250000 Penalty: 3256.941895
	Iteration 24Q: 3 clusters Score -2461832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2461840.500000 Penalty: 3256.941895
	Iteration 25Q: 3 clusters Score -2461840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2461840.250000 Penalty: 3256.941895
	Iteration 26Q: 3 clusters Score -2461840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2461842.750000 Penalty: 3256.941895
	Iteration 27Q: 3 clusters Score -2461843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2461841.250000 Penalty: 3256.941895
	Iteration 28Q: 3 clusters Score -2461841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2461841.500000 Penalty: 3256.941895
	Iteration 29Q: 3 clusters Score -2461842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2461841.500000 Penalty: 3256.941895
	Iteration 30F: 3 clusters Score -2461842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Entering Unmasked Estep 
Score: -155435.359375 Penalty: 1184.006226
	Iteration 0F: 2 clusters Score -155435.4 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 727 members 
Entering Unmasked Estep 
Score: -153707.281250 Penalty: 2368.012451
	Iteration 0F: 3 clusters Score -153707.3 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -154123.875000 Penalty: 2368.012451
	Iteration 1F: 3 clusters Score -154123.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -154372.390625 Penalty: 2368.012451
	Iteration 2F: 3 clusters Score -154372.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -154609.343750 Penalty: 2368.012451
	Iteration 3F: 3 clusters Score -154609.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -154826.750000 Penalty: 2368.012451
	Iteration 4F: 3 clusters Score -154826.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -154941.703125 Penalty: 2368.012451
	Iteration 5F: 3 clusters Score -154941.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -154994.578125 Penalty: 2368.012451
	Iteration 6Q: 3 clusters Score -154994.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -155027.890625 Penalty: 2368.012451
	Iteration 7Q: 3 clusters Score -155027.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -155042.359375 Penalty: 2368.012451
	Iteration 8Q: 3 clusters Score -155042.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -155056.875000 Penalty: 2368.012451
	Iteration 9Q: 3 clusters Score -155056.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -155069.500000 Penalty: 2368.012451
	Iteration 10Q: 3 clusters Score -155069.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -155072.453125 Penalty: 2368.012451
	Iteration 11Q: 3 clusters Score -155072.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -155076.453125 Penalty: 2368.012451
	Iteration 12Q: 3 clusters Score -155076.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -155076.453125 Penalty: 2368.012451
	Iteration 13F: 3 clusters Score -155076.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (31781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Entering Unmasked Estep 
Score: -3807083.500000 Penalty: 1684.576416
	Iteration 0F: 2 clusters Score -3807084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -3785689.500000 Penalty: 3369.152832
	Iteration 0F: 3 clusters Score -3785690 nChanged 14757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -3793835.250000 Penalty: 3369.152832
	Iteration 1F: 3 clusters Score -3793835 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -3794276.000000 Penalty: 3369.152832
	Iteration 2Q: 3 clusters Score -3794276 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -3794784.750000 Penalty: 3369.152832
	Iteration 3Q: 3 clusters Score -3794785 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -3795490.750000 Penalty: 3369.152832
	Iteration 4Q: 3 clusters Score -3795491 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -3796623.000000 Penalty: 3369.152832
	Iteration 5F: 3 clusters Score -3796623 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -3798475.500000 Penalty: 3369.152832
	Iteration 6F: 3 clusters Score -3798476 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -3800825.000000 Penalty: 3369.152832
	Iteration 7F: 3 clusters Score -3800825 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29406 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -3803186.750000 Penalty: 3369.152832
	Iteration 8F: 3 clusters Score -3803187 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30889 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3804685.000000 Penalty: 3369.152832
	Iteration 9Q: 3 clusters Score -3804685 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3805253.750000 Penalty: 3369.152832
	Iteration 10Q: 3 clusters Score -3805254 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31612 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -3805434.750000 Penalty: 3369.152832
	Iteration 11Q: 3 clusters Score -3805435 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -3805511.000000 Penalty: 3369.152832
	Iteration 12Q: 3 clusters Score -3805511 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31660 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -3805530.750000 Penalty: 3369.152832
	Iteration 13Q: 3 clusters Score -3805531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31662 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -3805535.750000 Penalty: 3369.152832
	Iteration 14Q: 3 clusters Score -3805536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31664 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -3805558.750000 Penalty: 3369.152832
	Iteration 15Q: 3 clusters Score -3805559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31663 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -3805573.000000 Penalty: 3369.152832
	Iteration 16Q: 3 clusters Score -3805573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -3805578.750000 Penalty: 3369.152832
	Iteration 17Q: 3 clusters Score -3805579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31668 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -3805585.500000 Penalty: 3369.152832
	Iteration 18Q: 3 clusters Score -3805586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31669 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -3805588.250000 Penalty: 3369.152832
	Iteration 19Q: 3 clusters Score -3805588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -3805597.500000 Penalty: 3369.152832
	Iteration 20F: 3 clusters Score -3805598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -3805603.250000 Penalty: 3369.152832
	Iteration 21Q: 3 clusters Score -3805603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -3805603.250000 Penalty: 3369.152832
	Iteration 22F: 3 clusters Score -3805603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (38286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38286 members 
Entering Unmasked Estep 
Score: -4484259.500000 Penalty: 1714.836426
	Iteration 0F: 2 clusters Score -4484260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -4458553.000000 Penalty: 3429.672852
	Iteration 0F: 3 clusters Score -4458553 nChanged 17789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -4468413.500000 Penalty: 3429.672852
	Iteration 1F: 3 clusters Score -4468414 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -4468765.000000 Penalty: 3429.672852
	Iteration 2Q: 3 clusters Score -4468765 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -4469127.500000 Penalty: 3429.672852
	Iteration 3Q: 3 clusters Score -4469128 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -4469487.000000 Penalty: 3429.672852
	Iteration 4Q: 3 clusters Score -4469487 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -4469921.500000 Penalty: 3429.672852
	Iteration 5Q: 3 clusters Score -4469922 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -4470597.000000 Penalty: 3429.672852
	Iteration 6Q: 3 clusters Score -4470597 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -4471557.000000 Penalty: 3429.672852
	Iteration 7Q: 3 clusters Score -4471557 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -4472988.000000 Penalty: 3429.672852
	Iteration 8F: 3 clusters Score -4472988 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -4474670.500000 Penalty: 3429.672852
	Iteration 9F: 3 clusters Score -4474670 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29440 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -4476442.000000 Penalty: 3429.672852
	Iteration 10F: 3 clusters Score -4476442 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30852 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -4477952.500000 Penalty: 3429.672852
	Iteration 11Q: 3 clusters Score -4477952 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31942 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -4479042.000000 Penalty: 3429.672852
	Iteration 12Q: 3 clusters Score -4479042 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32801 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -4479721.000000 Penalty: 3429.672852
	Iteration 13Q: 3 clusters Score -4479721 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33530 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -4480197.000000 Penalty: 3429.672852
	Iteration 14Q: 3 clusters Score -4480197 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -4480563.000000 Penalty: 3429.672852
	Iteration 15Q: 3 clusters Score -4480563 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34703 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -4480882.000000 Penalty: 3429.672852
	Iteration 16Q: 3 clusters Score -4480882 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -4481176.000000 Penalty: 3429.672852
	Iteration 17Q: 3 clusters Score -4481176 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35636 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -4481470.500000 Penalty: 3429.672852
	Iteration 18Q: 3 clusters Score -4481470 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36049 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -4481729.500000 Penalty: 3429.672852
	Iteration 19Q: 3 clusters Score -4481730 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36385 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -4481938.500000 Penalty: 3429.672852
	Iteration 20F: 3 clusters Score -4481938 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36654 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -4482117.500000 Penalty: 3429.672852
	Iteration 21Q: 3 clusters Score -4482118 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36880 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -4482254.500000 Penalty: 3429.672852
	Iteration 22Q: 3 clusters Score -4482254 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37038 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -4482331.500000 Penalty: 3429.672852
	Iteration 23Q: 3 clusters Score -4482332 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37181 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -4482411.500000 Penalty: 3429.672852
	Iteration 24Q: 3 clusters Score -4482412 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37298 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -4482477.000000 Penalty: 3429.672852
	Iteration 25Q: 3 clusters Score -4482477 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37389 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -4482541.000000 Penalty: 3429.672852
	Iteration 26Q: 3 clusters Score -4482541 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37465 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -4482588.500000 Penalty: 3429.672852
	Iteration 27Q: 3 clusters Score -4482588 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37535 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4482631.500000 Penalty: 3429.672852
	Iteration 28Q: 3 clusters Score -4482632 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37588 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -4482662.500000 Penalty: 3429.672852
	Iteration 29Q: 3 clusters Score -4482662 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37636 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4482688.500000 Penalty: 3429.672852
	Iteration 30Q: 3 clusters Score -4482688 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37662 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -4482704.500000 Penalty: 3429.672852
	Iteration 31Q: 3 clusters Score -4482704 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37684 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4482720.500000 Penalty: 3429.672852
	Iteration 32Q: 3 clusters Score -4482720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4482736.500000 Penalty: 3429.672852
	Iteration 33Q: 3 clusters Score -4482736 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37718 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -4482746.000000 Penalty: 3429.672852
	Iteration 34Q: 3 clusters Score -4482746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37730 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4482755.500000 Penalty: 3429.672852
	Iteration 35Q: 3 clusters Score -4482756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37738 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -4482768.000000 Penalty: 3429.672852
	Iteration 36Q: 3 clusters Score -4482768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37742 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -4482776.000000 Penalty: 3429.672852
	Iteration 37Q: 3 clusters Score -4482776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37747 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4482778.000000 Penalty: 3429.672852
	Iteration 38Q: 3 clusters Score -4482778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37752 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4482775.500000 Penalty: 3429.672852
	Iteration 39Q: 3 clusters Score -4482776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37755 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -4482784.500000 Penalty: 3429.672852
	Iteration 40F: 3 clusters Score -4482784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37758 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4482789.500000 Penalty: 3429.672852
	Iteration 41Q: 3 clusters Score -4482790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37762 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -4482793.000000 Penalty: 3429.672852
	Iteration 42Q: 3 clusters Score -4482793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37764 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4482795.500000 Penalty: 3429.672852
	Iteration 43Q: 3 clusters Score -4482796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -4482796.500000 Penalty: 3429.672852
	Iteration 44Q: 3 clusters Score -4482796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37769 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -4482802.500000 Penalty: 3429.672852
	Iteration 45Q: 3 clusters Score -4482802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37772 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4482804.500000 Penalty: 3429.672852
	Iteration 46Q: 3 clusters Score -4482804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37771 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -4482802.500000 Penalty: 3429.672852
	Iteration 47Q: 3 clusters Score -4482802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37771 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -4482806.500000 Penalty: 3429.672852
	Iteration 48Q: 3 clusters Score -4482806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37775 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -4482806.500000 Penalty: 3429.672852
	Iteration 49Q: 3 clusters Score -4482806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4482809.000000 Penalty: 3429.672852
	Iteration 50Q: 3 clusters Score -4482809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4482808.500000 Penalty: 3429.672852
	Iteration 51Q: 3 clusters Score -4482808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37779 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4482805.000000 Penalty: 3429.672852
	Iteration 52Q: 3 clusters Score -4482805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37779 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4482809.000000 Penalty: 3429.672852
	Iteration 53Q: 3 clusters Score -4482809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37783 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4482809.500000 Penalty: 3429.672852
	Iteration 54Q: 3 clusters Score -4482810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37785 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4482814.500000 Penalty: 3429.672852
	Iteration 55Q: 3 clusters Score -4482814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37785 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4482812.500000 Penalty: 3429.672852
	Iteration 56Q: 3 clusters Score -4482812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37787 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -4482817.000000 Penalty: 3429.672852
	Iteration 57Q: 3 clusters Score -4482817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37789 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -4482819.000000 Penalty: 3429.672852
	Iteration 58Q: 3 clusters Score -4482819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37788 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4482817.500000 Penalty: 3429.672852
	Iteration 59Q: 3 clusters Score -4482818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37788 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4482817.500000 Penalty: 3429.672852
	Iteration 60F: 3 clusters Score -4482818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (45164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45164 members 
Entering Unmasked Estep 
Score: -5328543.000000 Penalty: 1741.684082
	Iteration 0F: 2 clusters Score -5328543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -5298211.000000 Penalty: 3483.368164
	Iteration 0F: 3 clusters Score -5298211 nChanged 21155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -5310392.000000 Penalty: 3483.368164
	Iteration 1F: 3 clusters Score -5310392 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -5310847.500000 Penalty: 3483.368164
	Iteration 2Q: 3 clusters Score -5310848 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -5311349.000000 Penalty: 3483.368164
	Iteration 3Q: 3 clusters Score -5311349 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -5312204.000000 Penalty: 3483.368164
	Iteration 4Q: 3 clusters Score -5312204 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -5313508.000000 Penalty: 3483.368164
	Iteration 5F: 3 clusters Score -5313508 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 32900 members 
Entering Unmasked Estep 
Score: -5315558.500000 Penalty: 3483.368164
	Iteration 6F: 3 clusters Score -5315558 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 36444 members 
Entering Unmasked Estep 
Score: -5318554.000000 Penalty: 3483.368164
	Iteration 7F: 3 clusters Score -5318554 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 40011 members 
Entering Unmasked Estep 
Score: -5321967.000000 Penalty: 3483.368164
	Iteration 8F: 3 clusters Score -5321967 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 42734 members 
Entering Unmasked Estep 
Score: -5324693.000000 Penalty: 3483.368164
	Iteration 9F: 3 clusters Score -5324693 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 44222 members 
Entering Unmasked Estep 
Score: -5326119.500000 Penalty: 3483.368164
	Iteration 10Q: 3 clusters Score -5326120 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 44779 members 
Entering Unmasked Estep 
Score: -5326649.000000 Penalty: 3483.368164
	Iteration 11Q: 3 clusters Score -5326649 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 44949 members 
Entering Unmasked Estep 
Score: -5326848.000000 Penalty: 3483.368164
	Iteration 12Q: 3 clusters Score -5326848 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 45005 members 
Entering Unmasked Estep 
Score: -5326925.500000 Penalty: 3483.368164
	Iteration 13Q: 3 clusters Score -5326926 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 45022 members 
Entering Unmasked Estep 
Score: -5326963.500000 Penalty: 3483.368164
	Iteration 14Q: 3 clusters Score -5326964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 45028 members 
Entering Unmasked Estep 
Score: -5326985.000000 Penalty: 3483.368164
	Iteration 15Q: 3 clusters Score -5326985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 45029 members 
Entering Unmasked Estep 
Score: -5326996.000000 Penalty: 3483.368164
	Iteration 16Q: 3 clusters Score -5326996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 45029 members 
Entering Unmasked Estep 
Score: -5327001.000000 Penalty: 3483.368164
	Iteration 17Q: 3 clusters Score -5327001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 45029 members 
Entering Unmasked Estep 
Score: -5327008.500000 Penalty: 3483.368164
	Iteration 18Q: 3 clusters Score -5327008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 45033 members 
Entering Unmasked Estep 
Score: -5327019.000000 Penalty: 3483.368164
	Iteration 19Q: 3 clusters Score -5327019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 45038 members 
Entering Unmasked Estep 
Score: -5327023.000000 Penalty: 3483.368164
	Iteration 20F: 3 clusters Score -5327023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 45041 members 
Entering Unmasked Estep 
Score: -5327028.000000 Penalty: 3483.368164
	Iteration 21Q: 3 clusters Score -5327028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 45042 members 
Entering Unmasked Estep 
Score: -5327034.000000 Penalty: 3483.368164
	Iteration 22Q: 3 clusters Score -5327034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 45042 members 
Entering Unmasked Estep 
Score: -5327034.000000 Penalty: 3483.368164
	Iteration 23F: 3 clusters Score -5327034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Entering Unmasked Estep 
Score: -1539493.000000 Penalty: 1544.178467
	Iteration 0F: 2 clusters Score -1539493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1530206.250000 Penalty: 3088.356934
	Iteration 0F: 3 clusters Score -1530206 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1533325.625000 Penalty: 3088.356934
	Iteration 1F: 3 clusters Score -1533326 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1533609.250000 Penalty: 3088.356934
	Iteration 2F: 3 clusters Score -1533609 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1533841.250000 Penalty: 3088.356934
	Iteration 3Q: 3 clusters Score -1533841 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1534054.625000 Penalty: 3088.356934
	Iteration 4Q: 3 clusters Score -1534055 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1534293.250000 Penalty: 3088.356934
	Iteration 5Q: 3 clusters Score -1534293 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1534581.375000 Penalty: 3088.356934
	Iteration 6Q: 3 clusters Score -1534581 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1534951.625000 Penalty: 3088.356934
	Iteration 7Q: 3 clusters Score -1534952 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1535379.500000 Penalty: 3088.356934
	Iteration 8F: 3 clusters Score -1535380 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1535879.750000 Penalty: 3088.356934
	Iteration 9F: 3 clusters Score -1535880 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1536404.250000 Penalty: 3088.356934
	Iteration 10Q: 3 clusters Score -1536404 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1536861.125000 Penalty: 3088.356934
	Iteration 11Q: 3 clusters Score -1536861 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1537159.250000 Penalty: 3088.356934
	Iteration 12Q: 3 clusters Score -1537159 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1537350.750000 Penalty: 3088.356934
	Iteration 13Q: 3 clusters Score -1537351 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1537476.500000 Penalty: 3088.356934
	Iteration 14Q: 3 clusters Score -1537476 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1537585.625000 Penalty: 3088.356934
	Iteration 15Q: 3 clusters Score -1537586 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1537673.125000 Penalty: 3088.356934
	Iteration 16Q: 3 clusters Score -1537673 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1537748.250000 Penalty: 3088.356934
	Iteration 17Q: 3 clusters Score -1537748 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1537803.500000 Penalty: 3088.356934
	Iteration 18Q: 3 clusters Score -1537804 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1537856.750000 Penalty: 3088.356934
	Iteration 19Q: 3 clusters Score -1537857 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1537899.375000 Penalty: 3088.356934
	Iteration 20F: 3 clusters Score -1537899 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1537934.875000 Penalty: 3088.356934
	Iteration 21Q: 3 clusters Score -1537935 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1537973.375000 Penalty: 3088.356934
	Iteration 22Q: 3 clusters Score -1537973 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -1537992.125000 Penalty: 3088.356934
	Iteration 23Q: 3 clusters Score -1537992 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1538016.375000 Penalty: 3088.356934
	Iteration 24Q: 3 clusters Score -1538016 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -1538031.250000 Penalty: 3088.356934
	Iteration 25Q: 3 clusters Score -1538031 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1538043.250000 Penalty: 3088.356934
	Iteration 26Q: 3 clusters Score -1538043 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -1538056.000000 Penalty: 3088.356934
	Iteration 27Q: 3 clusters Score -1538056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1538058.750000 Penalty: 3088.356934
	Iteration 28Q: 3 clusters Score -1538059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -1538062.000000 Penalty: 3088.356934
	Iteration 29Q: 3 clusters Score -1538062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -1538064.625000 Penalty: 3088.356934
	Iteration 30Q: 3 clusters Score -1538065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -1538068.625000 Penalty: 3088.356934
	Iteration 31Q: 3 clusters Score -1538069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -1538072.750000 Penalty: 3088.356934
	Iteration 32Q: 3 clusters Score -1538073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -1538077.375000 Penalty: 3088.356934
	Iteration 33Q: 3 clusters Score -1538077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -1538078.625000 Penalty: 3088.356934
	Iteration 34Q: 3 clusters Score -1538079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -1538082.125000 Penalty: 3088.356934
	Iteration 35Q: 3 clusters Score -1538082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -1538089.750000 Penalty: 3088.356934
	Iteration 36Q: 3 clusters Score -1538090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -1538092.875000 Penalty: 3088.356934
	Iteration 37Q: 3 clusters Score -1538093 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -1538097.875000 Penalty: 3088.356934
	Iteration 38Q: 3 clusters Score -1538098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -1538105.250000 Penalty: 3088.356934
	Iteration 39Q: 3 clusters Score -1538105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -1538114.625000 Penalty: 3088.356934
	Iteration 40F: 3 clusters Score -1538115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -1538118.625000 Penalty: 3088.356934
	Iteration 41Q: 3 clusters Score -1538119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -1538121.375000 Penalty: 3088.356934
	Iteration 42Q: 3 clusters Score -1538121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -1538123.750000 Penalty: 3088.356934
	Iteration 43Q: 3 clusters Score -1538124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -1538131.625000 Penalty: 3088.356934
	Iteration 44Q: 3 clusters Score -1538132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -1538135.375000 Penalty: 3088.356934
	Iteration 45Q: 3 clusters Score -1538135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -1538146.125000 Penalty: 3088.356934
	Iteration 46Q: 3 clusters Score -1538146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -1538154.125000 Penalty: 3088.356934
	Iteration 47Q: 3 clusters Score -1538154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -1538162.000000 Penalty: 3088.356934
	Iteration 48Q: 3 clusters Score -1538162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -1538161.625000 Penalty: 3088.356934
	Iteration 49Q: 3 clusters Score -1538162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -1538162.500000 Penalty: 3088.356934
	Iteration 50Q: 3 clusters Score -1538162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -1538162.750000 Penalty: 3088.356934
	Iteration 51Q: 3 clusters Score -1538163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -1538162.250000 Penalty: 3088.356934
	Iteration 52Q: 3 clusters Score -1538162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -1538162.250000 Penalty: 3088.356934
	Iteration 53Q: 3 clusters Score -1538162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -1538164.750000 Penalty: 3088.356934
	Iteration 54Q: 3 clusters Score -1538165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -1538165.625000 Penalty: 3088.356934
	Iteration 55Q: 3 clusters Score -1538166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -1538167.625000 Penalty: 3088.356934
	Iteration 56Q: 3 clusters Score -1538168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -1538172.375000 Penalty: 3088.356934
	Iteration 57Q: 3 clusters Score -1538172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -1538170.000000 Penalty: 3088.356934
	Iteration 58Q: 3 clusters Score -1538170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -1538175.125000 Penalty: 3088.356934
	Iteration 59Q: 3 clusters Score -1538175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -1538181.125000 Penalty: 3088.356934
	Iteration 60F: 3 clusters Score -1538181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1538183.750000 Penalty: 3088.356934
	Iteration 61Q: 3 clusters Score -1538184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1538183.750000 Penalty: 3088.356934
	Iteration 62F: 3 clusters Score -1538184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Entering Unmasked Estep 
Score: -62155.816406 Penalty: 1042.453247
	Iteration 0F: 2 clusters Score -62155.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -61023.367188 Penalty: 2084.906494
	Iteration 0F: 3 clusters Score -61023.37 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -61297.945312 Penalty: 2084.906494
	Iteration 1F: 3 clusters Score -61297.95 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -61487.757812 Penalty: 2084.906494
	Iteration 2F: 3 clusters Score -61487.76 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -61637.441406 Penalty: 2084.906494
	Iteration 3F: 3 clusters Score -61637.44 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -61757.785156 Penalty: 2084.906494
	Iteration 4F: 3 clusters Score -61757.79 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -61859.488281 Penalty: 2084.906494
	Iteration 5F: 3 clusters Score -61859.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -61918.968750 Penalty: 2084.906494
	Iteration 6Q: 3 clusters Score -61918.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -61934.062500 Penalty: 2084.906494
	Iteration 7Q: 3 clusters Score -61934.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -61951.800781 Penalty: 2084.906494
	Iteration 8Q: 3 clusters Score -61951.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -61964.835938 Penalty: 2084.906494
	Iteration 9Q: 3 clusters Score -61964.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -61978.542969 Penalty: 2084.906494
	Iteration 10Q: 3 clusters Score -61978.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -61985.675781 Penalty: 2084.906494
	Iteration 11Q: 3 clusters Score -61985.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -61986.140625 Penalty: 2084.906494
	Iteration 12Q: 3 clusters Score -61986.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -61986.140625 Penalty: 2084.906494
	Iteration 13F: 3 clusters Score -61986.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Entering Unmasked Estep 
Score: -63888.781250 Penalty: 1042.718994
	Iteration 0F: 2 clusters Score -63888.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -62754.312500 Penalty: 2085.437988
	Iteration 0F: 3 clusters Score -62754.31 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -62947.269531 Penalty: 2085.437988
	Iteration 1F: 3 clusters Score -62947.27 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -62994.699219 Penalty: 2085.437988
	Iteration 2F: 3 clusters Score -62994.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -63009.910156 Penalty: 2085.437988
	Iteration 3Q: 3 clusters Score -63009.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -63021.593750 Penalty: 2085.437988
	Iteration 4Q: 3 clusters Score -63021.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -63026.808594 Penalty: 2085.437988
	Iteration 5Q: 3 clusters Score -63026.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -63032.207031 Penalty: 2085.437988
	Iteration 6Q: 3 clusters Score -63032.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -63032.207031 Penalty: 2085.437988
	Iteration 7F: 3 clusters Score -63032.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -44816.675781 Penalty: 1004.252686
	Iteration 0F: 2 clusters Score -44816.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -43797.507812 Penalty: 2008.505371
	Iteration 0F: 3 clusters Score -43797.51 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -43983.328125 Penalty: 2008.505371
	Iteration 1F: 3 clusters Score -43983.33 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -44192.378906 Penalty: 2008.505371
	Iteration 2F: 3 clusters Score -44192.38 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -44354.390625 Penalty: 2008.505371
	Iteration 3F: 3 clusters Score -44354.39 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -44485.054688 Penalty: 2008.505371
	Iteration 4F: 3 clusters Score -44485.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -44545.843750 Penalty: 2008.505371
	Iteration 5Q: 3 clusters Score -44545.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -44604.925781 Penalty: 2008.505371
	Iteration 6Q: 3 clusters Score -44604.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -44644.906250 Penalty: 2008.505371
	Iteration 7Q: 3 clusters Score -44644.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -44678.023438 Penalty: 2008.505371
	Iteration 8Q: 3 clusters Score -44678.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -44692.035156 Penalty: 2008.505371
	Iteration 9Q: 3 clusters Score -44692.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -44702.824219 Penalty: 2008.505371
	Iteration 10Q: 3 clusters Score -44702.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -44706.710938 Penalty: 2008.505371
	Iteration 11Q: 3 clusters Score -44706.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -44706.710938 Penalty: 2008.505371
	Iteration 12F: 3 clusters Score -44706.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (12830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Entering Unmasked Estep 
Score: -1455218.375000 Penalty: 1537.175415
	Iteration 0F: 2 clusters Score -1455218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1446247.500000 Penalty: 3074.350830
	Iteration 0F: 3 clusters Score -1446248 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1449172.875000 Penalty: 3074.350830
	Iteration 1F: 3 clusters Score -1449173 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1449411.750000 Penalty: 3074.350830
	Iteration 2F: 3 clusters Score -1449412 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1449603.500000 Penalty: 3074.350830
	Iteration 3Q: 3 clusters Score -1449604 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1449792.375000 Penalty: 3074.350830
	Iteration 4Q: 3 clusters Score -1449792 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1449954.000000 Penalty: 3074.350830
	Iteration 5Q: 3 clusters Score -1449954 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1450113.375000 Penalty: 3074.350830
	Iteration 6Q: 3 clusters Score -1450113 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1450264.750000 Penalty: 3074.350830
	Iteration 7Q: 3 clusters Score -1450265 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1450429.250000 Penalty: 3074.350830
	Iteration 8Q: 3 clusters Score -1450429 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1450632.875000 Penalty: 3074.350830
	Iteration 9Q: 3 clusters Score -1450633 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1450907.500000 Penalty: 3074.350830
	Iteration 10Q: 3 clusters Score -1450908 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1451252.750000 Penalty: 3074.350830
	Iteration 11Q: 3 clusters Score -1451253 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1451747.375000 Penalty: 3074.350830
	Iteration 12F: 3 clusters Score -1451747 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1452329.750000 Penalty: 3074.350830
	Iteration 13F: 3 clusters Score -1452330 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1452886.000000 Penalty: 3074.350830
	Iteration 14F: 3 clusters Score -1452886 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1453305.875000 Penalty: 3074.350830
	Iteration 15Q: 3 clusters Score -1453306 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1453563.375000 Penalty: 3074.350830
	Iteration 16Q: 3 clusters Score -1453563 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1453711.750000 Penalty: 3074.350830
	Iteration 17Q: 3 clusters Score -1453712 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1453795.250000 Penalty: 3074.350830
	Iteration 18Q: 3 clusters Score -1453795 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1453842.500000 Penalty: 3074.350830
	Iteration 19Q: 3 clusters Score -1453842 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1453874.875000 Penalty: 3074.350830
	Iteration 20F: 3 clusters Score -1453875 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1453896.500000 Penalty: 3074.350830
	Iteration 21Q: 3 clusters Score -1453896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1453907.250000 Penalty: 3074.350830
	Iteration 22Q: 3 clusters Score -1453907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1453912.125000 Penalty: 3074.350830
	Iteration 23Q: 3 clusters Score -1453912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1453915.375000 Penalty: 3074.350830
	Iteration 24Q: 3 clusters Score -1453915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1453921.000000 Penalty: 3074.350830
	Iteration 25Q: 3 clusters Score -1453921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1453923.000000 Penalty: 3074.350830
	Iteration 26Q: 3 clusters Score -1453923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1453927.875000 Penalty: 3074.350830
	Iteration 27Q: 3 clusters Score -1453928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1453927.500000 Penalty: 3074.350830
	Iteration 28Q: 3 clusters Score -1453928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1453929.875000 Penalty: 3074.350830
	Iteration 29Q: 3 clusters Score -1453930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1453929.875000 Penalty: 3074.350830
	Iteration 30F: 3 clusters Score -1453930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (31478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31478 members 
Entering Unmasked Estep 
Score: -3686470.250000 Penalty: 1683.019653
	Iteration 0F: 2 clusters Score -3686470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -3665139.500000 Penalty: 3366.039307
	Iteration 0F: 3 clusters Score -3665140 nChanged 14571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -3673311.500000 Penalty: 3366.039307
	Iteration 1F: 3 clusters Score -3673312 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -3673755.750000 Penalty: 3366.039307
	Iteration 2Q: 3 clusters Score -3673756 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -3674226.000000 Penalty: 3366.039307
	Iteration 3Q: 3 clusters Score -3674226 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -3674757.500000 Penalty: 3366.039307
	Iteration 4Q: 3 clusters Score -3674758 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -3675561.000000 Penalty: 3366.039307
	Iteration 5Q: 3 clusters Score -3675561 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -3676827.750000 Penalty: 3366.039307
	Iteration 6F: 3 clusters Score -3676828 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -3678514.000000 Penalty: 3366.039307
	Iteration 7F: 3 clusters Score -3678514 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -3680584.000000 Penalty: 3366.039307
	Iteration 8F: 3 clusters Score -3680584 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28892 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -3682543.750000 Penalty: 3366.039307
	Iteration 9F: 3 clusters Score -3682544 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30204 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -3683840.250000 Penalty: 3366.039307
	Iteration 10Q: 3 clusters Score -3683840 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30870 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3684470.250000 Penalty: 3366.039307
	Iteration 11Q: 3 clusters Score -3684470 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31151 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3684747.500000 Penalty: 3366.039307
	Iteration 12Q: 3 clusters Score -3684748 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31239 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -3684853.250000 Penalty: 3366.039307
	Iteration 13Q: 3 clusters Score -3684853 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31271 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -3684893.500000 Penalty: 3366.039307
	Iteration 14Q: 3 clusters Score -3684894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -3684920.250000 Penalty: 3366.039307
	Iteration 15Q: 3 clusters Score -3684920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -3684938.750000 Penalty: 3366.039307
	Iteration 16Q: 3 clusters Score -3684939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31302 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -3684952.000000 Penalty: 3366.039307
	Iteration 17Q: 3 clusters Score -3684952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -3684962.750000 Penalty: 3366.039307
	Iteration 18Q: 3 clusters Score -3684963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -3684963.000000 Penalty: 3366.039307
	Iteration 19Q: 3 clusters Score -3684963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -3684963.000000 Penalty: 3366.039307
	Iteration 20F: 3 clusters Score -3684963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Entering Unmasked Estep 
Score: -415452.312500 Penalty: 1340.895386
	Iteration 0F: 2 clusters Score -415452.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -412201.937500 Penalty: 2681.790771
	Iteration 0F: 3 clusters Score -412201.9 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -413114.281250 Penalty: 2681.790771
	Iteration 1F: 3 clusters Score -413114.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -413334.562500 Penalty: 2681.790771
	Iteration 2F: 3 clusters Score -413334.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -413476.781250 Penalty: 2681.790771
	Iteration 3F: 3 clusters Score -413476.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -413621.343750 Penalty: 2681.790771
	Iteration 4F: 3 clusters Score -413621.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -413730.093750 Penalty: 2681.790771
	Iteration 5Q: 3 clusters Score -413730.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -413802.250000 Penalty: 2681.790771
	Iteration 6Q: 3 clusters Score -413802.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -413873.937500 Penalty: 2681.790771
	Iteration 7Q: 3 clusters Score -413873.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -413941.687500 Penalty: 2681.790771
	Iteration 8Q: 3 clusters Score -413941.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -413989.093750 Penalty: 2681.790771
	Iteration 9Q: 3 clusters Score -413989.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -414026.687500 Penalty: 2681.790771
	Iteration 10Q: 3 clusters Score -414026.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -414055.968750 Penalty: 2681.790771
	Iteration 11Q: 3 clusters Score -414056 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -414078.812500 Penalty: 2681.790771
	Iteration 12Q: 3 clusters Score -414078.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -414093.343750 Penalty: 2681.790771
	Iteration 13Q: 3 clusters Score -414093.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -414108.875000 Penalty: 2681.790771
	Iteration 14Q: 3 clusters Score -414108.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -414119.750000 Penalty: 2681.790771
	Iteration 15Q: 3 clusters Score -414119.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -414130.812500 Penalty: 2681.790771
	Iteration 16Q: 3 clusters Score -414130.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -414138.250000 Penalty: 2681.790771
	Iteration 17Q: 3 clusters Score -414138.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -414149.312500 Penalty: 2681.790771
	Iteration 18Q: 3 clusters Score -414149.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -414161.875000 Penalty: 2681.790771
	Iteration 19Q: 3 clusters Score -414161.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -414171.343750 Penalty: 2681.790771
	Iteration 20F: 3 clusters Score -414171.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -414180.531250 Penalty: 2681.790771
	Iteration 21Q: 3 clusters Score -414180.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -414186.593750 Penalty: 2681.790771
	Iteration 22Q: 3 clusters Score -414186.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -414191.687500 Penalty: 2681.790771
	Iteration 23Q: 3 clusters Score -414191.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -414197.375000 Penalty: 2681.790771
	Iteration 24Q: 3 clusters Score -414197.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -414202.875000 Penalty: 2681.790771
	Iteration 25Q: 3 clusters Score -414202.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -414208.718750 Penalty: 2681.790771
	Iteration 26Q: 3 clusters Score -414208.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -414217.593750 Penalty: 2681.790771
	Iteration 27Q: 3 clusters Score -414217.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -414224.906250 Penalty: 2681.790771
	Iteration 28Q: 3 clusters Score -414224.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -414236.500000 Penalty: 2681.790771
	Iteration 29Q: 3 clusters Score -414236.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -414243.218750 Penalty: 2681.790771
	Iteration 30Q: 3 clusters Score -414243.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -414250.937500 Penalty: 2681.790771
	Iteration 31Q: 3 clusters Score -414250.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -414254.031250 Penalty: 2681.790771
	Iteration 32Q: 3 clusters Score -414254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -414259.218750 Penalty: 2681.790771
	Iteration 33Q: 3 clusters Score -414259.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -414263.843750 Penalty: 2681.790771
	Iteration 34Q: 3 clusters Score -414263.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -414268.593750 Penalty: 2681.790771
	Iteration 35Q: 3 clusters Score -414268.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -414271.843750 Penalty: 2681.790771
	Iteration 36Q: 3 clusters Score -414271.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -414276.000000 Penalty: 2681.790771
	Iteration 37Q: 3 clusters Score -414276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -414277.281250 Penalty: 2681.790771
	Iteration 38Q: 3 clusters Score -414277.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -414280.031250 Penalty: 2681.790771
	Iteration 39Q: 3 clusters Score -414280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -414280.687500 Penalty: 2681.790771
	Iteration 40F: 3 clusters Score -414280.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -414283.437500 Penalty: 2681.790771
	Iteration 41Q: 3 clusters Score -414283.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -414286.468750 Penalty: 2681.790771
	Iteration 42Q: 3 clusters Score -414286.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -414287.593750 Penalty: 2681.790771
	Iteration 43Q: 3 clusters Score -414287.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -414289.125000 Penalty: 2681.790771
	Iteration 44Q: 3 clusters Score -414289.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -414289.218750 Penalty: 2681.790771
	Iteration 45Q: 3 clusters Score -414289.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -414289.875000 Penalty: 2681.790771
	Iteration 46Q: 3 clusters Score -414289.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -414289.875000 Penalty: 2681.790771
	Iteration 47F: 3 clusters Score -414289.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Entering Unmasked Estep 
Score: -995087.500000 Penalty: 1469.389160
	Iteration 0F: 2 clusters Score -995087.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -988928.250000 Penalty: 2938.778320
	Iteration 0F: 3 clusters Score -988928.2 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -990903.375000 Penalty: 2938.778320
	Iteration 1F: 3 clusters Score -990903.4 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -991167.000000 Penalty: 2938.778320
	Iteration 2F: 3 clusters Score -991167 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -991386.875000 Penalty: 2938.778320
	Iteration 3F: 3 clusters Score -991386.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -991622.000000 Penalty: 2938.778320
	Iteration 4Q: 3 clusters Score -991622 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -991941.062500 Penalty: 2938.778320
	Iteration 5F: 3 clusters Score -991941.1 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -992417.812500 Penalty: 2938.778320
	Iteration 6F: 3 clusters Score -992417.8 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -992999.687500 Penalty: 2938.778320
	Iteration 7F: 3 clusters Score -992999.7 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -993522.812500 Penalty: 2938.778320
	Iteration 8F: 3 clusters Score -993522.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -993887.125000 Penalty: 2938.778320
	Iteration 9Q: 3 clusters Score -993887.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -994146.937500 Penalty: 2938.778320
	Iteration 10Q: 3 clusters Score -994146.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -994265.312500 Penalty: 2938.778320
	Iteration 11Q: 3 clusters Score -994265.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -994320.250000 Penalty: 2938.778320
	Iteration 12Q: 3 clusters Score -994320.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -994348.312500 Penalty: 2938.778320
	Iteration 13Q: 3 clusters Score -994348.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -994362.312500 Penalty: 2938.778320
	Iteration 14Q: 3 clusters Score -994362.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -994369.625000 Penalty: 2938.778320
	Iteration 15Q: 3 clusters Score -994369.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -994375.750000 Penalty: 2938.778320
	Iteration 16Q: 3 clusters Score -994375.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -994374.812500 Penalty: 2938.778320
	Iteration 17Q: 3 clusters Score -994374.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -994379.437500 Penalty: 2938.778320
	Iteration 18Q: 3 clusters Score -994379.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -994379.437500 Penalty: 2938.778320
	Iteration 19Q: 3 clusters Score -994379.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -994381.937500 Penalty: 2938.778320
	Iteration 20F: 3 clusters Score -994381.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -994384.125000 Penalty: 2938.778320
	Iteration 21Q: 3 clusters Score -994384.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -994384.875000 Penalty: 2938.778320
	Iteration 22Q: 3 clusters Score -994384.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -994386.562500 Penalty: 2938.778320
	Iteration 23Q: 3 clusters Score -994386.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -994385.437500 Penalty: 2938.778320
	Iteration 24Q: 3 clusters Score -994385.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -994385.437500 Penalty: 2938.778320
	Iteration 25F: 3 clusters Score -994385.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Entering Unmasked Estep 
Score: -808784.812500 Penalty: 1450.472778
	Iteration 0F: 2 clusters Score -808784.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -803220.437500 Penalty: 2900.945557
	Iteration 0F: 3 clusters Score -803220.4 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -804914.312500 Penalty: 2900.945557
	Iteration 1F: 3 clusters Score -804914.3 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -805109.500000 Penalty: 2900.945557
	Iteration 2F: 3 clusters Score -805109.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -805259.562500 Penalty: 2900.945557
	Iteration 3Q: 3 clusters Score -805259.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -805368.812500 Penalty: 2900.945557
	Iteration 4Q: 3 clusters Score -805368.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -805474.750000 Penalty: 2900.945557
	Iteration 5Q: 3 clusters Score -805474.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -805584.875000 Penalty: 2900.945557
	Iteration 6Q: 3 clusters Score -805584.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -805710.875000 Penalty: 2900.945557
	Iteration 7Q: 3 clusters Score -805710.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -805868.437500 Penalty: 2900.945557
	Iteration 8Q: 3 clusters Score -805868.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -806055.250000 Penalty: 2900.945557
	Iteration 9Q: 3 clusters Score -806055.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -806273.562500 Penalty: 2900.945557
	Iteration 10Q: 3 clusters Score -806273.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -806522.875000 Penalty: 2900.945557
	Iteration 11Q: 3 clusters Score -806522.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -806769.000000 Penalty: 2900.945557
	Iteration 12Q: 3 clusters Score -806769 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -806970.187500 Penalty: 2900.945557
	Iteration 13Q: 3 clusters Score -806970.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -807145.187500 Penalty: 2900.945557
	Iteration 14Q: 3 clusters Score -807145.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -807263.937500 Penalty: 2900.945557
	Iteration 15Q: 3 clusters Score -807263.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -807342.250000 Penalty: 2900.945557
	Iteration 16Q: 3 clusters Score -807342.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -807380.250000 Penalty: 2900.945557
	Iteration 17Q: 3 clusters Score -807380.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -807400.375000 Penalty: 2900.945557
	Iteration 18Q: 3 clusters Score -807400.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -807409.562500 Penalty: 2900.945557
	Iteration 19Q: 3 clusters Score -807409.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -807417.562500 Penalty: 2900.945557
	Iteration 20F: 3 clusters Score -807417.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -807426.312500 Penalty: 2900.945557
	Iteration 21Q: 3 clusters Score -807426.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -807434.312500 Penalty: 2900.945557
	Iteration 22Q: 3 clusters Score -807434.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -807438.375000 Penalty: 2900.945557
	Iteration 23Q: 3 clusters Score -807438.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -807441.375000 Penalty: 2900.945557
	Iteration 24Q: 3 clusters Score -807441.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -807444.375000 Penalty: 2900.945557
	Iteration 25Q: 3 clusters Score -807444.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -807446.500000 Penalty: 2900.945557
	Iteration 26Q: 3 clusters Score -807446.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -807448.875000 Penalty: 2900.945557
	Iteration 27Q: 3 clusters Score -807448.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -807450.562500 Penalty: 2900.945557
	Iteration 28Q: 3 clusters Score -807450.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -807450.437500 Penalty: 2900.945557
	Iteration 29Q: 3 clusters Score -807450.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -807451.875000 Penalty: 2900.945557
	Iteration 30Q: 3 clusters Score -807451.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -807454.687500 Penalty: 2900.945557
	Iteration 31Q: 3 clusters Score -807454.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -807457.687500 Penalty: 2900.945557
	Iteration 32Q: 3 clusters Score -807457.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -807457.750000 Penalty: 2900.945557
	Iteration 33Q: 3 clusters Score -807457.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -807458.437500 Penalty: 2900.945557
	Iteration 34Q: 3 clusters Score -807458.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -807459.812500 Penalty: 2900.945557
	Iteration 35Q: 3 clusters Score -807459.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -807459.625000 Penalty: 2900.945557
	Iteration 36Q: 3 clusters Score -807459.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -807460.062500 Penalty: 2900.945557
	Iteration 37Q: 3 clusters Score -807460.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -807461.812500 Penalty: 2900.945557
	Iteration 38Q: 3 clusters Score -807461.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -807462.125000 Penalty: 2900.945557
	Iteration 39Q: 3 clusters Score -807462.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -807463.125000 Penalty: 2900.945557
	Iteration 40F: 3 clusters Score -807463.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -807462.312500 Penalty: 2900.945557
	Iteration 41Q: 3 clusters Score -807462.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -807463.875000 Penalty: 2900.945557
	Iteration 42Q: 3 clusters Score -807463.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -807463.937500 Penalty: 2900.945557
	Iteration 43Q: 3 clusters Score -807463.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -807465.687500 Penalty: 2900.945557
	Iteration 44Q: 3 clusters Score -807465.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -807464.625000 Penalty: 2900.945557
	Iteration 45Q: 3 clusters Score -807464.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -807465.875000 Penalty: 2900.945557
	Iteration 46Q: 3 clusters Score -807465.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -807465.687500 Penalty: 2900.945557
	Iteration 47Q: 3 clusters Score -807465.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -807467.437500 Penalty: 2900.945557
	Iteration 48Q: 3 clusters Score -807467.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -807466.875000 Penalty: 2900.945557
	Iteration 49Q: 3 clusters Score -807466.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -807468.437500 Penalty: 2900.945557
	Iteration 50Q: 3 clusters Score -807468.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -807468.812500 Penalty: 2900.945557
	Iteration 51Q: 3 clusters Score -807468.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -807470.812500 Penalty: 2900.945557
	Iteration 52Q: 3 clusters Score -807470.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -807470.312500 Penalty: 2900.945557
	Iteration 53Q: 3 clusters Score -807470.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -807470.875000 Penalty: 2900.945557
	Iteration 54Q: 3 clusters Score -807470.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -807471.250000 Penalty: 2900.945557
	Iteration 55Q: 3 clusters Score -807471.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -807471.250000 Penalty: 2900.945557
	Iteration 56F: 3 clusters Score -807471.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -35084.687500 Penalty: 961.382812
	Iteration 0F: 2 clusters Score -35084.69 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 182 members 
Entering Unmasked Estep 
Score: -34178.996094 Penalty: 1922.765625
	Iteration 0F: 3 clusters Score -34179 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -34308.296875 Penalty: 1922.765625
	Iteration 1F: 3 clusters Score -34308.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -34340.628906 Penalty: 1922.765625
	Iteration 2Q: 3 clusters Score -34340.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -34394.628906 Penalty: 1922.765625
	Iteration 3Q: 3 clusters Score -34394.63 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -34447.949219 Penalty: 1922.765625
	Iteration 4F: 3 clusters Score -34447.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -34497.214844 Penalty: 1922.765625
	Iteration 5Q: 3 clusters Score -34497.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -34554.707031 Penalty: 1922.765625
	Iteration 6Q: 3 clusters Score -34554.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -34593.660156 Penalty: 1922.765625
	Iteration 7Q: 3 clusters Score -34593.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -34607.949219 Penalty: 1922.765625
	Iteration 8Q: 3 clusters Score -34607.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -34614.757812 Penalty: 1922.765625
	Iteration 9Q: 3 clusters Score -34614.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -34618.906250 Penalty: 1922.765625
	Iteration 10Q: 3 clusters Score -34618.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -34623.769531 Penalty: 1922.765625
	Iteration 11Q: 3 clusters Score -34623.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -34624.691406 Penalty: 1922.765625
	Iteration 12Q: 3 clusters Score -34624.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -34625.992188 Penalty: 1922.765625
	Iteration 13Q: 3 clusters Score -34625.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -34632.707031 Penalty: 1922.765625
	Iteration 14F: 3 clusters Score -34632.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -34652.109375 Penalty: 1922.765625
	Iteration 15Q: 3 clusters Score -34652.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -34688.191406 Penalty: 1922.765625
	Iteration 16Q: 3 clusters Score -34688.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -34704.042969 Penalty: 1922.765625
	Iteration 17Q: 3 clusters Score -34704.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -34724.843750 Penalty: 1922.765625
	Iteration 18Q: 3 clusters Score -34724.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -34739.035156 Penalty: 1922.765625
	Iteration 19Q: 3 clusters Score -34739.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -34745.777344 Penalty: 1922.765625
	Iteration 20F: 3 clusters Score -34745.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (84061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84061 members 
Entering Unmasked Estep 
Score: -10019445.000000 Penalty: 1842.635986
	Iteration 0F: 2 clusters Score -1.001944e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41912 members 
Mstep: Class 2 contains 42149 members 
Entering Unmasked Estep 
Score: -9963615.000000 Penalty: 3685.271973
	Iteration 0F: 3 clusters Score -9963615 nChanged 40083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39427 members 
Mstep: Class 2 contains 44634 members 
Entering Unmasked Estep 
Score: -9986825.000000 Penalty: 3685.271973
	Iteration 1F: 3 clusters Score -9986825 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37873 members 
Mstep: Class 2 contains 46188 members 
Entering Unmasked Estep 
Score: -9987764.000000 Penalty: 3685.271973
	Iteration 2Q: 3 clusters Score -9987764 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35517 members 
Mstep: Class 2 contains 48544 members 
Entering Unmasked Estep 
Score: -9989133.000000 Penalty: 3685.271973
	Iteration 3Q: 3 clusters Score -9989133 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32315 members 
Mstep: Class 2 contains 51746 members 
Entering Unmasked Estep 
Score: -9991044.000000 Penalty: 3685.271973
	Iteration 4Q: 3 clusters Score -9991044 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 55976 members 
Entering Unmasked Estep 
Score: -9993678.000000 Penalty: 3685.271973
	Iteration 5F: 3 clusters Score -9993678 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 61416 members 
Entering Unmasked Estep 
Score: -9997541.000000 Penalty: 3685.271973
	Iteration 6F: 3 clusters Score -9997541 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 67803 members 
Entering Unmasked Estep 
Score: -10002674.000000 Penalty: 3685.271973
	Iteration 7F: 3 clusters Score -1.000267e+07 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 74316 members 
Entering Unmasked Estep 
Score: -10008869.000000 Penalty: 3685.271973
	Iteration 8F: 3 clusters Score -1.000887e+07 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 79400 members 
Entering Unmasked Estep 
Score: -10013651.000000 Penalty: 3685.271973
	Iteration 9F: 3 clusters Score -1.001365e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 82181 members 
Entering Unmasked Estep 
Score: -10016227.000000 Penalty: 3685.271973
	Iteration 10Q: 3 clusters Score -1.001623e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 83354 members 
Entering Unmasked Estep 
Score: -10017186.000000 Penalty: 3685.271973
	Iteration 11Q: 3 clusters Score -1.001719e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 83715 members 
Entering Unmasked Estep 
Score: -10017542.000000 Penalty: 3685.271973
	Iteration 12Q: 3 clusters Score -1.001754e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 83809 members 
Entering Unmasked Estep 
Score: -10017699.000000 Penalty: 3685.271973
	Iteration 13Q: 3 clusters Score -1.00177e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 83841 members 
Entering Unmasked Estep 
Score: -10017778.000000 Penalty: 3685.271973
	Iteration 14Q: 3 clusters Score -1.001778e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 83851 members 
Entering Unmasked Estep 
Score: -10017817.000000 Penalty: 3685.271973
	Iteration 15Q: 3 clusters Score -1.001782e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 83862 members 
Entering Unmasked Estep 
Score: -10017833.000000 Penalty: 3685.271973
	Iteration 16Q: 3 clusters Score -1.001783e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 83869 members 
Entering Unmasked Estep 
Score: -10017842.000000 Penalty: 3685.271973
	Iteration 17Q: 3 clusters Score -1.001784e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 83873 members 
Entering Unmasked Estep 
Score: -10017848.000000 Penalty: 3685.271973
	Iteration 18Q: 3 clusters Score -1.001785e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 83873 members 
Entering Unmasked Estep 
Score: -10017862.000000 Penalty: 3685.271973
	Iteration 19Q: 3 clusters Score -1.001786e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 83872 members 
Entering Unmasked Estep 
Score: -10017869.000000 Penalty: 3685.271973
	Iteration 20F: 3 clusters Score -1.001787e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 83872 members 
Entering Unmasked Estep 
Score: -10017878.000000 Penalty: 3685.271973
	Iteration 21Q: 3 clusters Score -1.001788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 83872 members 
Entering Unmasked Estep 
Score: -10017875.000000 Penalty: 3685.271973
	Iteration 22Q: 3 clusters Score -1.001788e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 83873 members 
Entering Unmasked Estep 
Score: -10017878.000000 Penalty: 3685.271973
	Iteration 23Q: 3 clusters Score -1.001788e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 83875 members 
Entering Unmasked Estep 
Score: -10017884.000000 Penalty: 3685.271973
	Iteration 24Q: 3 clusters Score -1.001788e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 83875 members 
Entering Unmasked Estep 
Score: -10017892.000000 Penalty: 3685.271973
	Iteration 25Q: 3 clusters Score -1.001789e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 83876 members 
Entering Unmasked Estep 
Score: -10017880.000000 Penalty: 3685.271973
	Iteration 26Q: 3 clusters Score -1.001788e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 83876 members 
Entering Unmasked Estep 
Score: -10017880.000000 Penalty: 3685.271973
	Iteration 27F: 3 clusters Score -1.001788e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (89320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89320 members 
Entering Unmasked Estep 
Score: -10626309.000000 Penalty: 1852.496826
	Iteration 0F: 2 clusters Score -1.062631e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44755 members 
Mstep: Class 2 contains 44565 members 
Entering Unmasked Estep 
Score: -10567135.000000 Penalty: 3704.993652
	Iteration 0F: 3 clusters Score -1.056714e+07 nChanged 42674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46525 members 
Mstep: Class 2 contains 42795 members 
Entering Unmasked Estep 
Score: -10591790.000000 Penalty: 3704.993652
	Iteration 1F: 3 clusters Score -1.059179e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47492 members 
Mstep: Class 2 contains 41828 members 
Entering Unmasked Estep 
Score: -10592359.000000 Penalty: 3704.993652
	Iteration 2Q: 3 clusters Score -1.059236e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48968 members 
Mstep: Class 2 contains 40352 members 
Entering Unmasked Estep 
Score: -10593114.000000 Penalty: 3704.993652
	Iteration 3Q: 3 clusters Score -1.059311e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51266 members 
Mstep: Class 2 contains 38054 members 
Entering Unmasked Estep 
Score: -10594354.000000 Penalty: 3704.993652
	Iteration 4Q: 3 clusters Score -1.059435e+07 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54632 members 
Mstep: Class 2 contains 34688 members 
Entering Unmasked Estep 
Score: -10596323.000000 Penalty: 3704.993652
	Iteration 5Q: 3 clusters Score -1.059632e+07 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59245 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -10599643.000000 Penalty: 3704.993652
	Iteration 6F: 3 clusters Score -1.059964e+07 nChanged 6051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64808 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -10604464.000000 Penalty: 3704.993652
	Iteration 7F: 3 clusters Score -1.060446e+07 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70490 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -10610048.000000 Penalty: 3704.993652
	Iteration 8F: 3 clusters Score -1.061005e+07 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75082 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -10614745.000000 Penalty: 3704.993652
	Iteration 9F: 3 clusters Score -1.061474e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78171 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -10617548.000000 Penalty: 3704.993652
	Iteration 10Q: 3 clusters Score -1.061755e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80306 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -10619293.000000 Penalty: 3704.993652
	Iteration 11Q: 3 clusters Score -1.061929e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81971 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -10620505.000000 Penalty: 3704.993652
	Iteration 12Q: 3 clusters Score -1.06205e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83382 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -10621418.000000 Penalty: 3704.993652
	Iteration 13Q: 3 clusters Score -1.062142e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84607 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -10622163.000000 Penalty: 3704.993652
	Iteration 14Q: 3 clusters Score -1.062216e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85559 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -10622777.000000 Penalty: 3704.993652
	Iteration 15Q: 3 clusters Score -1.062278e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86311 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -10623217.000000 Penalty: 3704.993652
	Iteration 16Q: 3 clusters Score -1.062322e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86882 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -10623572.000000 Penalty: 3704.993652
	Iteration 17Q: 3 clusters Score -1.062357e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87311 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -10623785.000000 Penalty: 3704.993652
	Iteration 18Q: 3 clusters Score -1.062378e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87643 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -10623950.000000 Penalty: 3704.993652
	Iteration 19Q: 3 clusters Score -1.062395e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87916 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -10624081.000000 Penalty: 3704.993652
	Iteration 20F: 3 clusters Score -1.062408e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88128 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -10624175.000000 Penalty: 3704.993652
	Iteration 21Q: 3 clusters Score -1.062418e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88307 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -10624287.000000 Penalty: 3704.993652
	Iteration 22Q: 3 clusters Score -1.062429e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88439 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -10624370.000000 Penalty: 3704.993652
	Iteration 23Q: 3 clusters Score -1.062437e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88539 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -10624449.000000 Penalty: 3704.993652
	Iteration 24Q: 3 clusters Score -1.062445e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88619 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -10624510.000000 Penalty: 3704.993652
	Iteration 25Q: 3 clusters Score -1.062451e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88664 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -10624561.000000 Penalty: 3704.993652
	Iteration 26Q: 3 clusters Score -1.062456e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88692 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -10624588.000000 Penalty: 3704.993652
	Iteration 27Q: 3 clusters Score -1.062459e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88713 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -10624599.000000 Penalty: 3704.993652
	Iteration 28Q: 3 clusters Score -1.06246e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88734 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -10624628.000000 Penalty: 3704.993652
	Iteration 29Q: 3 clusters Score -1.062463e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88747 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -10624632.000000 Penalty: 3704.993652
	Iteration 30Q: 3 clusters Score -1.062463e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88756 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -10624644.000000 Penalty: 3704.993652
	Iteration 31Q: 3 clusters Score -1.062464e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88762 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -10624639.000000 Penalty: 3704.993652
	Iteration 32Q: 3 clusters Score -1.062464e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88770 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -10624644.000000 Penalty: 3704.993652
	Iteration 33Q: 3 clusters Score -1.062464e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88777 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -10624643.000000 Penalty: 3704.993652
	Iteration 34Q: 3 clusters Score -1.062464e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88784 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -10624648.000000 Penalty: 3704.993652
	Iteration 35Q: 3 clusters Score -1.062465e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88795 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -10624662.000000 Penalty: 3704.993652
	Iteration 36Q: 3 clusters Score -1.062466e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88802 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -10624660.000000 Penalty: 3704.993652
	Iteration 37Q: 3 clusters Score -1.062466e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88806 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -10624659.000000 Penalty: 3704.993652
	Iteration 38Q: 3 clusters Score -1.062466e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88812 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -10624660.000000 Penalty: 3704.993652
	Iteration 39Q: 3 clusters Score -1.062466e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88816 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -10624658.000000 Penalty: 3704.993652
	Iteration 40F: 3 clusters Score -1.062466e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88818 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -10624667.000000 Penalty: 3704.993652
	Iteration 41Q: 3 clusters Score -1.062467e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88818 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -10624670.000000 Penalty: 3704.993652
	Iteration 42Q: 3 clusters Score -1.062467e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88818 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -10624671.000000 Penalty: 3704.993652
	Iteration 43Q: 3 clusters Score -1.062467e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88820 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -10624670.000000 Penalty: 3704.993652
	Iteration 44Q: 3 clusters Score -1.062467e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88822 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -10624669.000000 Penalty: 3704.993652
	Iteration 45Q: 3 clusters Score -1.062467e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88823 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -10624672.000000 Penalty: 3704.993652
	Iteration 46Q: 3 clusters Score -1.062467e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88824 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -10624670.000000 Penalty: 3704.993652
	Iteration 47Q: 3 clusters Score -1.062467e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88826 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -10624668.000000 Penalty: 3704.993652
	Iteration 48Q: 3 clusters Score -1.062467e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88827 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -10624667.000000 Penalty: 3704.993652
	Iteration 49Q: 3 clusters Score -1.062467e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88827 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -10624667.000000 Penalty: 3704.993652
	Iteration 50F: 3 clusters Score -1.062467e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (76817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76817 members 
Entering Unmasked Estep 
Score: -9036671.000000 Penalty: 1827.991821
	Iteration 0F: 2 clusters Score -9036671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 38435 members 
Entering Unmasked Estep 
Score: -8985716.000000 Penalty: 3655.983643
	Iteration 0F: 3 clusters Score -8985716 nChanged 36259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37327 members 
Mstep: Class 2 contains 39490 members 
Entering Unmasked Estep 
Score: -9006313.000000 Penalty: 3655.983643
	Iteration 1F: 3 clusters Score -9006313 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36600 members 
Mstep: Class 2 contains 40217 members 
Entering Unmasked Estep 
Score: -9006738.000000 Penalty: 3655.983643
	Iteration 2Q: 3 clusters Score -9006738 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 41342 members 
Entering Unmasked Estep 
Score: -9007275.000000 Penalty: 3655.983643
	Iteration 3Q: 3 clusters Score -9007275 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33819 members 
Mstep: Class 2 contains 42998 members 
Entering Unmasked Estep 
Score: -9007812.000000 Penalty: 3655.983643
	Iteration 4Q: 3 clusters Score -9007812 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 45472 members 
Entering Unmasked Estep 
Score: -9008608.000000 Penalty: 3655.983643
	Iteration 5Q: 3 clusters Score -9008608 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27797 members 
Mstep: Class 2 contains 49020 members 
Entering Unmasked Estep 
Score: -9010246.000000 Penalty: 3655.983643
	Iteration 6Q: 3 clusters Score -9010246 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 54040 members 
Entering Unmasked Estep 
Score: -9013316.000000 Penalty: 3655.983643
	Iteration 7F: 3 clusters Score -9013316 nChanged 6592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 60632 members 
Entering Unmasked Estep 
Score: -9018689.000000 Penalty: 3655.983643
	Iteration 8F: 3 clusters Score -9018689 nChanged 7116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 67748 members 
Entering Unmasked Estep 
Score: -9025676.000000 Penalty: 3655.983643
	Iteration 9F: 3 clusters Score -9025676 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 73288 members 
Entering Unmasked Estep 
Score: -9031454.000000 Penalty: 3655.983643
	Iteration 10F: 3 clusters Score -9031454 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 75858 members 
Entering Unmasked Estep 
Score: -9034060.000000 Penalty: 3655.983643
	Iteration 11Q: 3 clusters Score -9034060 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 76573 members 
Entering Unmasked Estep 
Score: -9034779.000000 Penalty: 3655.983643
	Iteration 12Q: 3 clusters Score -9034779 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 76692 members 
Entering Unmasked Estep 
Score: -9034939.000000 Penalty: 3655.983643
	Iteration 13Q: 3 clusters Score -9034939 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 76713 members 
Entering Unmasked Estep 
Score: -9035016.000000 Penalty: 3655.983643
	Iteration 14Q: 3 clusters Score -9035016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 76718 members 
Entering Unmasked Estep 
Score: -9035046.000000 Penalty: 3655.983643
	Iteration 15Q: 3 clusters Score -9035046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 76717 members 
Entering Unmasked Estep 
Score: -9035057.000000 Penalty: 3655.983643
	Iteration 16Q: 3 clusters Score -9035057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 76718 members 
Entering Unmasked Estep 
Score: -9035056.000000 Penalty: 3655.983643
	Iteration 17Q: 3 clusters Score -9035056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 76719 members 
Entering Unmasked Estep 
Score: -9035061.000000 Penalty: 3655.983643
	Iteration 18Q: 3 clusters Score -9035061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 76720 members 
Entering Unmasked Estep 
Score: -9035067.000000 Penalty: 3655.983643
	Iteration 19Q: 3 clusters Score -9035067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 76720 members 
Entering Unmasked Estep 
Score: -9035067.000000 Penalty: 3655.983643
	Iteration 20F: 3 clusters Score -9035067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (14669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Entering Unmasked Estep 
Score: -1714420.750000 Penalty: 1558.942383
	Iteration 0F: 2 clusters Score -1714421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1704198.125000 Penalty: 3117.884766
	Iteration 0F: 3 clusters Score -1704198 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1707753.250000 Penalty: 3117.884766
	Iteration 1F: 3 clusters Score -1707753 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1708031.125000 Penalty: 3117.884766
	Iteration 2F: 3 clusters Score -1708031 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1708238.125000 Penalty: 3117.884766
	Iteration 3Q: 3 clusters Score -1708238 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1708418.375000 Penalty: 3117.884766
	Iteration 4Q: 3 clusters Score -1708418 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1708580.750000 Penalty: 3117.884766
	Iteration 5Q: 3 clusters Score -1708581 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1708809.125000 Penalty: 3117.884766
	Iteration 6Q: 3 clusters Score -1708809 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1709098.000000 Penalty: 3117.884766
	Iteration 7Q: 3 clusters Score -1709098 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1709413.375000 Penalty: 3117.884766
	Iteration 8Q: 3 clusters Score -1709413 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1709775.875000 Penalty: 3117.884766
	Iteration 9Q: 3 clusters Score -1709776 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1710194.125000 Penalty: 3117.884766
	Iteration 10Q: 3 clusters Score -1710194 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1710622.875000 Penalty: 3117.884766
	Iteration 11Q: 3 clusters Score -1710623 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1710966.250000 Penalty: 3117.884766
	Iteration 12Q: 3 clusters Score -1710966 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1711219.875000 Penalty: 3117.884766
	Iteration 13Q: 3 clusters Score -1711220 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1711387.375000 Penalty: 3117.884766
	Iteration 14Q: 3 clusters Score -1711387 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1711498.375000 Penalty: 3117.884766
	Iteration 15Q: 3 clusters Score -1711498 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1711575.500000 Penalty: 3117.884766
	Iteration 16Q: 3 clusters Score -1711576 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1711649.250000 Penalty: 3117.884766
	Iteration 17Q: 3 clusters Score -1711649 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1711718.375000 Penalty: 3117.884766
	Iteration 18Q: 3 clusters Score -1711718 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1711765.875000 Penalty: 3117.884766
	Iteration 19Q: 3 clusters Score -1711766 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1711815.000000 Penalty: 3117.884766
	Iteration 20F: 3 clusters Score -1711815 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1711850.000000 Penalty: 3117.884766
	Iteration 21Q: 3 clusters Score -1711850 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -1711887.000000 Penalty: 3117.884766
	Iteration 22Q: 3 clusters Score -1711887 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1711926.000000 Penalty: 3117.884766
	Iteration 23Q: 3 clusters Score -1711926 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1711958.000000 Penalty: 3117.884766
	Iteration 24Q: 3 clusters Score -1711958 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -1712003.375000 Penalty: 3117.884766
	Iteration 25Q: 3 clusters Score -1712003 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1712045.250000 Penalty: 3117.884766
	Iteration 26Q: 3 clusters Score -1712045 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1712092.250000 Penalty: 3117.884766
	Iteration 27Q: 3 clusters Score -1712092 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -1712142.375000 Penalty: 3117.884766
	Iteration 28Q: 3 clusters Score -1712142 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -1712209.625000 Penalty: 3117.884766
	Iteration 29Q: 3 clusters Score -1712210 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -1712272.750000 Penalty: 3117.884766
	Iteration 30Q: 3 clusters Score -1712273 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1712339.125000 Penalty: 3117.884766
	Iteration 31Q: 3 clusters Score -1712339 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -1712397.750000 Penalty: 3117.884766
	Iteration 32Q: 3 clusters Score -1712398 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1712462.625000 Penalty: 3117.884766
	Iteration 33Q: 3 clusters Score -1712463 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -1712522.125000 Penalty: 3117.884766
	Iteration 34Q: 3 clusters Score -1712522 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -1712567.000000 Penalty: 3117.884766
	Iteration 35Q: 3 clusters Score -1712567 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -1712601.250000 Penalty: 3117.884766
	Iteration 36Q: 3 clusters Score -1712601 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -1712642.625000 Penalty: 3117.884766
	Iteration 37Q: 3 clusters Score -1712643 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -1712677.375000 Penalty: 3117.884766
	Iteration 38Q: 3 clusters Score -1712677 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -1712715.625000 Penalty: 3117.884766
	Iteration 39Q: 3 clusters Score -1712716 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -1712756.375000 Penalty: 3117.884766
	Iteration 40F: 3 clusters Score -1712756 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -1712780.125000 Penalty: 3117.884766
	Iteration 41Q: 3 clusters Score -1712780 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1712795.375000 Penalty: 3117.884766
	Iteration 42Q: 3 clusters Score -1712795 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1712810.875000 Penalty: 3117.884766
	Iteration 43Q: 3 clusters Score -1712811 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -1712837.250000 Penalty: 3117.884766
	Iteration 44Q: 3 clusters Score -1712837 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -1712857.875000 Penalty: 3117.884766
	Iteration 45Q: 3 clusters Score -1712858 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -1712876.500000 Penalty: 3117.884766
	Iteration 46Q: 3 clusters Score -1712876 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -1712907.875000 Penalty: 3117.884766
	Iteration 47Q: 3 clusters Score -1712908 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -1712934.750000 Penalty: 3117.884766
	Iteration 48Q: 3 clusters Score -1712935 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -1712952.375000 Penalty: 3117.884766
	Iteration 49Q: 3 clusters Score -1712952 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -1712966.625000 Penalty: 3117.884766
	Iteration 50Q: 3 clusters Score -1712967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -1712978.625000 Penalty: 3117.884766
	Iteration 51Q: 3 clusters Score -1712979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -1712989.750000 Penalty: 3117.884766
	Iteration 52Q: 3 clusters Score -1712990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -1712992.000000 Penalty: 3117.884766
	Iteration 53Q: 3 clusters Score -1712992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -1712995.875000 Penalty: 3117.884766
	Iteration 54Q: 3 clusters Score -1712996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -1712999.625000 Penalty: 3117.884766
	Iteration 55Q: 3 clusters Score -1713000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -1713002.375000 Penalty: 3117.884766
	Iteration 56Q: 3 clusters Score -1713002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -1713005.625000 Penalty: 3117.884766
	Iteration 57Q: 3 clusters Score -1713006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -1713009.125000 Penalty: 3117.884766
	Iteration 58Q: 3 clusters Score -1713009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -1713009.250000 Penalty: 3117.884766
	Iteration 59Q: 3 clusters Score -1713009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -1713009.625000 Penalty: 3117.884766
	Iteration 60F: 3 clusters Score -1713010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -1713014.375000 Penalty: 3117.884766
	Iteration 61Q: 3 clusters Score -1713014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -1713015.250000 Penalty: 3117.884766
	Iteration 62Q: 3 clusters Score -1713015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -1713015.250000 Penalty: 3117.884766
	Iteration 63F: 3 clusters Score -1713015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (79729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79729 members 
Entering Unmasked Estep 
Score: -9043917.000000 Penalty: 1834.038086
	Iteration 0F: 2 clusters Score -9043917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39741 members 
Mstep: Class 2 contains 39988 members 
Entering Unmasked Estep 
Score: -8990418.000000 Penalty: 3668.076172
	Iteration 0F: 3 clusters Score -8990418 nChanged 38053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 40507 members 
Entering Unmasked Estep 
Score: -9012543.000000 Penalty: 3668.076172
	Iteration 1F: 3 clusters Score -9012543 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39097 members 
Mstep: Class 2 contains 40632 members 
Entering Unmasked Estep 
Score: -9013247.000000 Penalty: 3668.076172
	Iteration 2Q: 3 clusters Score -9013247 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38869 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -9014149.000000 Penalty: 3668.076172
	Iteration 3Q: 3 clusters Score -9014149 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38558 members 
Mstep: Class 2 contains 41171 members 
Entering Unmasked Estep 
Score: -9015099.000000 Penalty: 3668.076172
	Iteration 4Q: 3 clusters Score -9015099 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38042 members 
Mstep: Class 2 contains 41687 members 
Entering Unmasked Estep 
Score: -9016344.000000 Penalty: 3668.076172
	Iteration 5Q: 3 clusters Score -9016344 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37336 members 
Mstep: Class 2 contains 42393 members 
Entering Unmasked Estep 
Score: -9017835.000000 Penalty: 3668.076172
	Iteration 6Q: 3 clusters Score -9017835 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36422 members 
Mstep: Class 2 contains 43307 members 
Entering Unmasked Estep 
Score: -9019734.000000 Penalty: 3668.076172
	Iteration 7Q: 3 clusters Score -9019734 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35499 members 
Mstep: Class 2 contains 44230 members 
Entering Unmasked Estep 
Score: -9022304.000000 Penalty: 3668.076172
	Iteration 8F: 3 clusters Score -9022304 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34732 members 
Mstep: Class 2 contains 44997 members 
Entering Unmasked Estep 
Score: -9025495.000000 Penalty: 3668.076172
	Iteration 9F: 3 clusters Score -9025495 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Mstep: Class 2 contains 45416 members 
Entering Unmasked Estep 
Score: -9028372.000000 Penalty: 3668.076172
	Iteration 10F: 3 clusters Score -9028372 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 45592 members 
Entering Unmasked Estep 
Score: -9029991.000000 Penalty: 3668.076172
	Iteration 11Q: 3 clusters Score -9029991 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34039 members 
Mstep: Class 2 contains 45690 members 
Entering Unmasked Estep 
Score: -9030669.000000 Penalty: 3668.076172
	Iteration 12Q: 3 clusters Score -9030669 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 45752 members 
Entering Unmasked Estep 
Score: -9031047.000000 Penalty: 3668.076172
	Iteration 13Q: 3 clusters Score -9031047 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33930 members 
Mstep: Class 2 contains 45799 members 
Entering Unmasked Estep 
Score: -9031368.000000 Penalty: 3668.076172
	Iteration 14Q: 3 clusters Score -9031368 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33906 members 
Mstep: Class 2 contains 45823 members 
Entering Unmasked Estep 
Score: -9031610.000000 Penalty: 3668.076172
	Iteration 15Q: 3 clusters Score -9031610 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33873 members 
Mstep: Class 2 contains 45856 members 
Entering Unmasked Estep 
Score: -9031922.000000 Penalty: 3668.076172
	Iteration 16Q: 3 clusters Score -9031922 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 45912 members 
Entering Unmasked Estep 
Score: -9032176.000000 Penalty: 3668.076172
	Iteration 17Q: 3 clusters Score -9032176 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 45972 members 
Entering Unmasked Estep 
Score: -9032500.000000 Penalty: 3668.076172
	Iteration 18Q: 3 clusters Score -9032500 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33645 members 
Mstep: Class 2 contains 46084 members 
Entering Unmasked Estep 
Score: -9032851.000000 Penalty: 3668.076172
	Iteration 19Q: 3 clusters Score -9032851 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 46238 members 
Entering Unmasked Estep 
Score: -9033133.000000 Penalty: 3668.076172
	Iteration 20F: 3 clusters Score -9033133 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33312 members 
Mstep: Class 2 contains 46417 members 
Entering Unmasked Estep 
Score: -9033487.000000 Penalty: 3668.076172
	Iteration 21Q: 3 clusters Score -9033487 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 46595 members 
Entering Unmasked Estep 
Score: -9033777.000000 Penalty: 3668.076172
	Iteration 22Q: 3 clusters Score -9033777 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32999 members 
Mstep: Class 2 contains 46730 members 
Entering Unmasked Estep 
Score: -9034098.000000 Penalty: 3668.076172
	Iteration 23Q: 3 clusters Score -9034098 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32882 members 
Mstep: Class 2 contains 46847 members 
Entering Unmasked Estep 
Score: -9034353.000000 Penalty: 3668.076172
	Iteration 24Q: 3 clusters Score -9034353 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32817 members 
Mstep: Class 2 contains 46912 members 
Entering Unmasked Estep 
Score: -9034611.000000 Penalty: 3668.076172
	Iteration 25Q: 3 clusters Score -9034611 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32648 members 
Mstep: Class 2 contains 47081 members 
Entering Unmasked Estep 
Score: -9034869.000000 Penalty: 3668.076172
	Iteration 26Q: 3 clusters Score -9034869 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32464 members 
Mstep: Class 2 contains 47265 members 
Entering Unmasked Estep 
Score: -9035132.000000 Penalty: 3668.076172
	Iteration 27Q: 3 clusters Score -9035132 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32283 members 
Mstep: Class 2 contains 47446 members 
Entering Unmasked Estep 
Score: -9035356.000000 Penalty: 3668.076172
	Iteration 28Q: 3 clusters Score -9035356 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 47620 members 
Entering Unmasked Estep 
Score: -9035497.000000 Penalty: 3668.076172
	Iteration 29Q: 3 clusters Score -9035497 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 47779 members 
Entering Unmasked Estep 
Score: -9035666.000000 Penalty: 3668.076172
	Iteration 30Q: 3 clusters Score -9035666 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31777 members 
Mstep: Class 2 contains 47952 members 
Entering Unmasked Estep 
Score: -9035870.000000 Penalty: 3668.076172
	Iteration 31Q: 3 clusters Score -9035870 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31656 members 
Mstep: Class 2 contains 48073 members 
Entering Unmasked Estep 
Score: -9035999.000000 Penalty: 3668.076172
	Iteration 32Q: 3 clusters Score -9035999 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31524 members 
Mstep: Class 2 contains 48205 members 
Entering Unmasked Estep 
Score: -9036066.000000 Penalty: 3668.076172
	Iteration 33Q: 3 clusters Score -9036066 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31377 members 
Mstep: Class 2 contains 48352 members 
Entering Unmasked Estep 
Score: -9036170.000000 Penalty: 3668.076172
	Iteration 34Q: 3 clusters Score -9036170 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31225 members 
Mstep: Class 2 contains 48504 members 
Entering Unmasked Estep 
Score: -9036266.000000 Penalty: 3668.076172
	Iteration 35Q: 3 clusters Score -9036266 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31082 members 
Mstep: Class 2 contains 48647 members 
Entering Unmasked Estep 
Score: -9036329.000000 Penalty: 3668.076172
	Iteration 36Q: 3 clusters Score -9036329 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 48807 members 
Entering Unmasked Estep 
Score: -9036394.000000 Penalty: 3668.076172
	Iteration 37Q: 3 clusters Score -9036394 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 48986 members 
Entering Unmasked Estep 
Score: -9036462.000000 Penalty: 3668.076172
	Iteration 38Q: 3 clusters Score -9036462 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30575 members 
Mstep: Class 2 contains 49154 members 
Entering Unmasked Estep 
Score: -9036477.000000 Penalty: 3668.076172
	Iteration 39Q: 3 clusters Score -9036477 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 49334 members 
Entering Unmasked Estep 
Score: -9036522.000000 Penalty: 3668.076172
	Iteration 40F: 3 clusters Score -9036522 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30204 members 
Mstep: Class 2 contains 49525 members 
Entering Unmasked Estep 
Score: -9036544.000000 Penalty: 3668.076172
	Iteration 41Q: 3 clusters Score -9036544 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 49721 members 
Entering Unmasked Estep 
Score: -9036564.000000 Penalty: 3668.076172
	Iteration 42Q: 3 clusters Score -9036564 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 49888 members 
Entering Unmasked Estep 
Score: -9036593.000000 Penalty: 3668.076172
	Iteration 43Q: 3 clusters Score -9036593 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29651 members 
Mstep: Class 2 contains 50078 members 
Entering Unmasked Estep 
Score: -9036596.000000 Penalty: 3668.076172
	Iteration 44Q: 3 clusters Score -9036596 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29458 members 
Mstep: Class 2 contains 50271 members 
Entering Unmasked Estep 
Score: -9036604.000000 Penalty: 3668.076172
	Iteration 45Q: 3 clusters Score -9036604 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 50463 members 
Entering Unmasked Estep 
Score: -9036639.000000 Penalty: 3668.076172
	Iteration 46Q: 3 clusters Score -9036639 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 50662 members 
Entering Unmasked Estep 
Score: -9036650.000000 Penalty: 3668.076172
	Iteration 47Q: 3 clusters Score -9036650 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 50865 members 
Entering Unmasked Estep 
Score: -9036668.000000 Penalty: 3668.076172
	Iteration 48Q: 3 clusters Score -9036668 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 51077 members 
Entering Unmasked Estep 
Score: -9036668.000000 Penalty: 3668.076172
	Iteration 49Q: 3 clusters Score -9036668 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28423 members 
Mstep: Class 2 contains 51306 members 
Entering Unmasked Estep 
Score: -9036651.000000 Penalty: 3668.076172
	Iteration 50Q: 3 clusters Score -9036651 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28217 members 
Mstep: Class 2 contains 51512 members 
Entering Unmasked Estep 
Score: -9036670.000000 Penalty: 3668.076172
	Iteration 51Q: 3 clusters Score -9036670 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28001 members 
Mstep: Class 2 contains 51728 members 
Entering Unmasked Estep 
Score: -9036686.000000 Penalty: 3668.076172
	Iteration 52Q: 3 clusters Score -9036686 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 51971 members 
Entering Unmasked Estep 
Score: -9036719.000000 Penalty: 3668.076172
	Iteration 53Q: 3 clusters Score -9036719 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 52236 members 
Entering Unmasked Estep 
Score: -9036772.000000 Penalty: 3668.076172
	Iteration 54Q: 3 clusters Score -9036772 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 52499 members 
Entering Unmasked Estep 
Score: -9036790.000000 Penalty: 3668.076172
	Iteration 55Q: 3 clusters Score -9036790 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 52783 members 
Entering Unmasked Estep 
Score: -9036832.000000 Penalty: 3668.076172
	Iteration 56Q: 3 clusters Score -9036832 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 53048 members 
Entering Unmasked Estep 
Score: -9036875.000000 Penalty: 3668.076172
	Iteration 57Q: 3 clusters Score -9036875 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26405 members 
Mstep: Class 2 contains 53324 members 
Entering Unmasked Estep 
Score: -9036874.000000 Penalty: 3668.076172
	Iteration 58Q: 3 clusters Score -9036874 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 53626 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9036865 nChanged 328
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 53952 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9036905 nChanged 348
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 54300 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9036886 nChanged 359
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 54659 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9036945 nChanged 362
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Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 55021 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9036965 nChanged 349
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Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 55370 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9037000 nChanged 348
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 55716 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9037064 nChanged 345
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Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 56059 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9037079 nChanged 395
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Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 56454 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9037102 nChanged 407
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Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 56859 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9037111 nChanged 409
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Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 57266 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9037188 nChanged 425
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Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 57691 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9037222 nChanged 453
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Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 58140 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9037302 nChanged 482
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Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 58618 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9037390 nChanged 493
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Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 59107 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9037485 nChanged 485
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Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 59592 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9037564 nChanged 521
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 60105 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9037668 nChanged 540
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Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 60645 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9037744 nChanged 518
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 61163 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9037805 nChanged 490
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 61653 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9037942 nChanged 498
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Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 62151 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9038063 nChanged 502
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Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 62653 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9038119 nChanged 513
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 63166 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9038210 nChanged 522
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Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 63686 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9038309 nChanged 527
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Mstep: Class 1 contains 15520 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9038442 nChanged 544
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Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 64747 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9038557 nChanged 534
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Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 65277 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9038674 nChanged 545
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Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 65816 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9038763 nChanged 570
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Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 66384 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9038896 nChanged 541
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Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 66919 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9039000 nChanged 514
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Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 67431 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9039148 nChanged 516
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Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 67945 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9039241 nChanged 508
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Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 68451 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9039335 nChanged 493
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Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 68944 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 69404 members 
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	Iteration 93Q: 3 clusters Score -9039608 nChanged 473
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Mstep: Class 1 contains 9852 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9039713 nChanged 468
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Mstep: Class 1 contains 9384 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9039995 nChanged 449
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Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 71727 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 72192 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 72673 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9040399 nChanged 477
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6579 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9040540 nChanged 445
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Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 73593 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9040685 nChanged 425
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Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 74014 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9040802 nChanged 391
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 74397 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9040931 nChanged 395
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Mstep: Class 1 contains 4937 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4566 members 
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Mstep: Class 1 contains 4203 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3878 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9041395 nChanged 311
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Mstep: Class 1 contains 3567 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9041478 nChanged 296
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Mstep: Class 1 contains 3271 members 
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	Iteration 110Q: 3 clusters Score -9041593 nChanged 296
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Mstep: Class 1 contains 2975 members 
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	Iteration 111Q: 3 clusters Score -9041694 nChanged 253
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Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 77005 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2490 members 
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	Iteration 113Q: 3 clusters Score -9041845 nChanged 213
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	Iteration 114Q: 3 clusters Score -9041914 nChanged 183
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Mstep: Class 1 contains 2100 members 
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Mstep: Class 1 contains 1945 members 
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Mstep: Class 1 contains 1805 members 
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Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 78060 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9042223 nChanged 135
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Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 78187 members 
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	Iteration 119Q: 3 clusters Score -9042249 nChanged 105
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Mstep: Class 1 contains 1445 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -9042301 nChanged 107
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Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 78379 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9042346 nChanged 87
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Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 78458 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -9042376 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 78510 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -9042390 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1176 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -9042412 nChanged 35
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Mstep: Class 1 contains 1145 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9042436 nChanged 29
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Mstep: Class 1 contains 1126 members 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -9042438 nChanged 35
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Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 78632 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -9042440 nChanged 25
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Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 78653 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -9042450 nChanged 19
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Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 78666 members 
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	Iteration 129Q: 3 clusters Score -9042452 nChanged 13
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	Iteration 130Q: 3 clusters Score -9042472 nChanged 10
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	Iteration 131Q: 3 clusters Score -9042474 nChanged 9
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	Iteration 132Q: 3 clusters Score -9042477 nChanged 8
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	Iteration 133Q: 3 clusters Score -9042475 nChanged 11
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Mstep: Class 1 contains 1016 members 
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	Iteration 134Q: 3 clusters Score -9042477 nChanged 6
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	Iteration 135Q: 3 clusters Score -9042481 nChanged 6
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	Iteration 136Q: 3 clusters Score -9042480 nChanged 9
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	Iteration 137Q: 3 clusters Score -9042484 nChanged 11
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	Iteration 138Q: 3 clusters Score -9042482 nChanged 8
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	Iteration 139Q: 3 clusters Score -9042497 nChanged 2
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	Iteration 140F: 3 clusters Score -9042495 nChanged 3
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	Iteration 141Q: 3 clusters Score -9042494 nChanged 4
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	Iteration 142Q: 3 clusters Score -9042492 nChanged 3
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	Iteration 143Q: 3 clusters Score -9042493 nChanged 1
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	Iteration 144Q: 3 clusters Score -9042497 nChanged 3
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	Iteration 145Q: 3 clusters Score -9042494 nChanged 3
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	Iteration 146Q: 3 clusters Score -9042491 nChanged 3
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	Iteration 147Q: 3 clusters Score -9042497 nChanged 5
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -9042491 nChanged 5
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -9042504 nChanged 3
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -9042497 nChanged 5
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -9042507 nChanged 4
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Entering Unmasked Estep 
Score: -9042507.000000 Penalty: 3668.076172
	Iteration 152Q: 3 clusters Score -9042507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 78782 members 
Entering Unmasked Estep 
Score: -9042502.000000 Penalty: 3668.076172
	Iteration 153Q: 3 clusters Score -9042502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 78782 members 
Entering Unmasked Estep 
Score: -9042502.000000 Penalty: 3668.076172
	Iteration 154F: 3 clusters Score -9042502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Entering Unmasked Estep 
Score: -31253.927734 Penalty: 946.725037
	Iteration 0F: 2 clusters Score -31253.93 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 164 members 
Entering Unmasked Estep 
Score: -30377.316406 Penalty: 1893.450073
	Iteration 0F: 3 clusters Score -30377.32 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -30557.417969 Penalty: 1893.450073
	Iteration 1F: 3 clusters Score -30557.42 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -30656.632812 Penalty: 1893.450073
	Iteration 2F: 3 clusters Score -30656.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -30755.578125 Penalty: 1893.450073
	Iteration 3F: 3 clusters Score -30755.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -30822.916016 Penalty: 1893.450073
	Iteration 4Q: 3 clusters Score -30822.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -30875.533203 Penalty: 1893.450073
	Iteration 5Q: 3 clusters Score -30875.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -30942.576172 Penalty: 1893.450073
	Iteration 6Q: 3 clusters Score -30942.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -30990.513672 Penalty: 1893.450073
	Iteration 7Q: 3 clusters Score -30990.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -30990.513672 Penalty: 1893.450073
	Iteration 8F: 3 clusters Score -30990.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -85581.445312 Penalty: 1090.657837
	Iteration 0F: 2 clusters Score -85581.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -84305.164062 Penalty: 2181.315674
	Iteration 0F: 3 clusters Score -84305.16 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -84624.945312 Penalty: 2181.315674
	Iteration 1F: 3 clusters Score -84624.95 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -84737.281250 Penalty: 2181.315674
	Iteration 2F: 3 clusters Score -84737.28 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -84818.773438 Penalty: 2181.315674
	Iteration 3Q: 3 clusters Score -84818.77 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -84890.343750 Penalty: 2181.315674
	Iteration 4Q: 3 clusters Score -84890.34 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -84934.671875 Penalty: 2181.315674
	Iteration 5Q: 3 clusters Score -84934.67 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -84960.632812 Penalty: 2181.315674
	Iteration 6Q: 3 clusters Score -84960.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -84972.992188 Penalty: 2181.315674
	Iteration 7Q: 3 clusters Score -84972.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -84989.773438 Penalty: 2181.315674
	Iteration 8Q: 3 clusters Score -84989.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -85000.679688 Penalty: 2181.315674
	Iteration 9Q: 3 clusters Score -85000.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -85007.500000 Penalty: 2181.315674
	Iteration 10Q: 3 clusters Score -85007.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -85009.265625 Penalty: 2181.315674
	Iteration 11Q: 3 clusters Score -85009.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -85016.718750 Penalty: 2181.315674
	Iteration 12Q: 3 clusters Score -85016.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -85021.367188 Penalty: 2181.315674
	Iteration 13Q: 3 clusters Score -85021.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -85026.101562 Penalty: 2181.315674
	Iteration 14Q: 3 clusters Score -85026.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -85029.687500 Penalty: 2181.315674
	Iteration 15Q: 3 clusters Score -85029.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -85031.218750 Penalty: 2181.315674
	Iteration 16Q: 3 clusters Score -85031.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -85036.695312 Penalty: 2181.315674
	Iteration 17Q: 3 clusters Score -85036.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -85039.414062 Penalty: 2181.315674
	Iteration 18Q: 3 clusters Score -85039.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -85039.414062 Penalty: 2181.315674
	Iteration 19F: 3 clusters Score -85039.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Entering Unmasked Estep 
Score: -36726.667969 Penalty: 1001.538635
	Iteration 0F: 2 clusters Score -36726.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -35720.871094 Penalty: 2003.077271
	Iteration 0F: 3 clusters Score -35720.87 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -35937.535156 Penalty: 2003.077271
	Iteration 1F: 3 clusters Score -35937.54 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -36061.777344 Penalty: 2003.077271
	Iteration 2F: 3 clusters Score -36061.78 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -36110.277344 Penalty: 2003.077271
	Iteration 3Q: 3 clusters Score -36110.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -36136.929688 Penalty: 2003.077271
	Iteration 4Q: 3 clusters Score -36136.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -36155.062500 Penalty: 2003.077271
	Iteration 5Q: 3 clusters Score -36155.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -36180.636719 Penalty: 2003.077271
	Iteration 6Q: 3 clusters Score -36180.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -36195.679688 Penalty: 2003.077271
	Iteration 7Q: 3 clusters Score -36195.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -36204.906250 Penalty: 2003.077271
	Iteration 8Q: 3 clusters Score -36204.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -36212.039062 Penalty: 2003.077271
	Iteration 9Q: 3 clusters Score -36212.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -36228.687500 Penalty: 2003.077271
	Iteration 10Q: 3 clusters Score -36228.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -36231.121094 Penalty: 2003.077271
	Iteration 11Q: 3 clusters Score -36231.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -36250.394531 Penalty: 2003.077271
	Iteration 12Q: 3 clusters Score -36250.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -36264.304688 Penalty: 2003.077271
	Iteration 13Q: 3 clusters Score -36264.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -36273.277344 Penalty: 2003.077271
	Iteration 14Q: 3 clusters Score -36273.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -36286.523438 Penalty: 2003.077271
	Iteration 15Q: 3 clusters Score -36286.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -36306.789062 Penalty: 2003.077271
	Iteration 16Q: 3 clusters Score -36306.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -36311.324219 Penalty: 2003.077271
	Iteration 17Q: 3 clusters Score -36311.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -36317.308594 Penalty: 2003.077271
	Iteration 18Q: 3 clusters Score -36317.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -36323.144531 Penalty: 2003.077271
	Iteration 19Q: 3 clusters Score -36323.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -36323.144531 Penalty: 2003.077271
	Iteration 20F: 3 clusters Score -36323.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (90714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90714 members 
Entering Unmasked Estep 
Score: -10702444.000000 Penalty: 1855.013428
	Iteration 0F: 2 clusters Score -1.070244e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45475 members 
Mstep: Class 2 contains 45239 members 
Entering Unmasked Estep 
Score: -10642460.000000 Penalty: 3710.026855
	Iteration 0F: 3 clusters Score -1.064246e+07 nChanged 43310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47949 members 
Mstep: Class 2 contains 42765 members 
Entering Unmasked Estep 
Score: -10666975.000000 Penalty: 3710.026855
	Iteration 1F: 3 clusters Score -1.066698e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49639 members 
Mstep: Class 2 contains 41075 members 
Entering Unmasked Estep 
Score: -10667544.000000 Penalty: 3710.026855
	Iteration 2Q: 3 clusters Score -1.066754e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52273 members 
Mstep: Class 2 contains 38441 members 
Entering Unmasked Estep 
Score: -10668492.000000 Penalty: 3710.026855
	Iteration 3Q: 3 clusters Score -1.066849e+07 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56253 members 
Mstep: Class 2 contains 34461 members 
Entering Unmasked Estep 
Score: -10670174.000000 Penalty: 3710.026855
	Iteration 4Q: 3 clusters Score -1.067017e+07 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61874 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -10673248.000000 Penalty: 3710.026855
	Iteration 5F: 3 clusters Score -1.067325e+07 nChanged 7551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69417 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -10679104.000000 Penalty: 3710.026855
	Iteration 6F: 3 clusters Score -1.06791e+07 nChanged 8669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78084 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -10687306.000000 Penalty: 3710.026855
	Iteration 7F: 3 clusters Score -1.068731e+07 nChanged 7338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85422 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -10695320.000000 Penalty: 3710.026855
	Iteration 8F: 3 clusters Score -1.069532e+07 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89169 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -10699217.000000 Penalty: 3710.026855
	Iteration 9Q: 3 clusters Score -1.069922e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90354 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -10700348.000000 Penalty: 3710.026855
	Iteration 10Q: 3 clusters Score -1.070035e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90554 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -10700603.000000 Penalty: 3710.026855
	Iteration 11Q: 3 clusters Score -1.07006e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90598 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10700692.000000 Penalty: 3710.026855
	Iteration 12Q: 3 clusters Score -1.070069e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90611 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -10700723.000000 Penalty: 3710.026855
	Iteration 13Q: 3 clusters Score -1.070072e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90616 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10700751.000000 Penalty: 3710.026855
	Iteration 14Q: 3 clusters Score -1.070075e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90616 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -10700758.000000 Penalty: 3710.026855
	Iteration 15Q: 3 clusters Score -1.070076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90615 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10700766.000000 Penalty: 3710.026855
	Iteration 16Q: 3 clusters Score -1.070077e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90615 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -10700766.000000 Penalty: 3710.026855
	Iteration 17F: 3 clusters Score -1.070077e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Entering Unmasked Estep 
Score: -95052.023438 Penalty: 1123.643799
	Iteration 0F: 2 clusters Score -95052.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -93657.976562 Penalty: 2247.287598
	Iteration 0F: 3 clusters Score -93657.98 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -93960.414062 Penalty: 2247.287598
	Iteration 1F: 3 clusters Score -93960.41 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -94124.171875 Penalty: 2247.287598
	Iteration 2F: 3 clusters Score -94124.17 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -94274.523438 Penalty: 2247.287598
	Iteration 3F: 3 clusters Score -94274.52 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -94449.992188 Penalty: 2247.287598
	Iteration 4F: 3 clusters Score -94449.99 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -94639.445312 Penalty: 2247.287598
	Iteration 5F: 3 clusters Score -94639.45 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -94765.156250 Penalty: 2247.287598
	Iteration 6F: 3 clusters Score -94765.16 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -94848.968750 Penalty: 2247.287598
	Iteration 7Q: 3 clusters Score -94848.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -94885.656250 Penalty: 2247.287598
	Iteration 8Q: 3 clusters Score -94885.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -94893.281250 Penalty: 2247.287598
	Iteration 9Q: 3 clusters Score -94893.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -94900.257812 Penalty: 2247.287598
	Iteration 10Q: 3 clusters Score -94900.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -94910.960938 Penalty: 2247.287598
	Iteration 11Q: 3 clusters Score -94910.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -94916.453125 Penalty: 2247.287598
	Iteration 12Q: 3 clusters Score -94916.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -94916.453125 Penalty: 2247.287598
	Iteration 13F: 3 clusters Score -94916.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (74227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74227 members 
Entering Unmasked Estep 
Score: -8756027.000000 Penalty: 1822.418457
	Iteration 0F: 2 clusters Score -8756027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37080 members 
Mstep: Class 2 contains 37147 members 
Entering Unmasked Estep 
Score: -8706294.000000 Penalty: 3644.836914
	Iteration 0F: 3 clusters Score -8706294 nChanged 35542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36498 members 
Mstep: Class 2 contains 37729 members 
Entering Unmasked Estep 
Score: -8726683.000000 Penalty: 3644.836914
	Iteration 1F: 3 clusters Score -8726683 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 37968 members 
Entering Unmasked Estep 
Score: -8727109.000000 Penalty: 3644.836914
	Iteration 2Q: 3 clusters Score -8727109 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35797 members 
Mstep: Class 2 contains 38430 members 
Entering Unmasked Estep 
Score: -8727554.000000 Penalty: 3644.836914
	Iteration 3Q: 3 clusters Score -8727554 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35081 members 
Mstep: Class 2 contains 39146 members 
Entering Unmasked Estep 
Score: -8728039.000000 Penalty: 3644.836914
	Iteration 4Q: 3 clusters Score -8728039 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33980 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
Score: -8728673.000000 Penalty: 3644.836914
	Iteration 5Q: 3 clusters Score -8728673 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 41814 members 
Entering Unmasked Estep 
Score: -8729646.000000 Penalty: 3644.836914
	Iteration 6Q: 3 clusters Score -8729646 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30326 members 
Mstep: Class 2 contains 43901 members 
Entering Unmasked Estep 
Score: -8731008.000000 Penalty: 3644.836914
	Iteration 7Q: 3 clusters Score -8731008 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27550 members 
Mstep: Class 2 contains 46677 members 
Entering Unmasked Estep 
Score: -8733296.000000 Penalty: 3644.836914
	Iteration 8F: 3 clusters Score -8733296 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 50085 members 
Entering Unmasked Estep 
Score: -8737177.000000 Penalty: 3644.836914
	Iteration 9F: 3 clusters Score -8737177 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 53293 members 
Entering Unmasked Estep 
Score: -8742375.000000 Penalty: 3644.836914
	Iteration 10F: 3 clusters Score -8742375 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 55149 members 
Entering Unmasked Estep 
Score: -8747351.000000 Penalty: 3644.836914
	Iteration 11F: 3 clusters Score -8747351 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 55845 members 
Entering Unmasked Estep 
Score: -8750275.000000 Penalty: 3644.836914
	Iteration 12Q: 3 clusters Score -8750275 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 56141 members 
Entering Unmasked Estep 
Score: -8751665.000000 Penalty: 3644.836914
	Iteration 13Q: 3 clusters Score -8751665 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 56342 members 
Entering Unmasked Estep 
Score: -8752574.000000 Penalty: 3644.836914
	Iteration 14Q: 3 clusters Score -8752574 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 56437 members 
Entering Unmasked Estep 
Score: -8753129.000000 Penalty: 3644.836914
	Iteration 15Q: 3 clusters Score -8753129 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 56490 members 
Entering Unmasked Estep 
Score: -8753463.000000 Penalty: 3644.836914
	Iteration 16Q: 3 clusters Score -8753463 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 56517 members 
Entering Unmasked Estep 
Score: -8753703.000000 Penalty: 3644.836914
	Iteration 17Q: 3 clusters Score -8753703 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 56542 members 
Entering Unmasked Estep 
Score: -8753784.000000 Penalty: 3644.836914
	Iteration 18Q: 3 clusters Score -8753784 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 56602 members 
Entering Unmasked Estep 
Score: -8753843.000000 Penalty: 3644.836914
	Iteration 19Q: 3 clusters Score -8753843 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 56668 members 
Entering Unmasked Estep 
Score: -8753860.000000 Penalty: 3644.836914
	Iteration 20F: 3 clusters Score -8753860 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 56723 members 
Entering Unmasked Estep 
Score: -8753892.000000 Penalty: 3644.836914
	Iteration 21Q: 3 clusters Score -8753892 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 56765 members 
Entering Unmasked Estep 
Score: -8753897.000000 Penalty: 3644.836914
	Iteration 22Q: 3 clusters Score -8753897 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 56809 members 
Entering Unmasked Estep 
Score: -8753892.000000 Penalty: 3644.836914
	Iteration 23Q: 3 clusters Score -8753892 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 56842 members 
Entering Unmasked Estep 
Score: -8753888.000000 Penalty: 3644.836914
	Iteration 24Q: 3 clusters Score -8753888 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 56869 members 
Entering Unmasked Estep 
Score: -8753892.000000 Penalty: 3644.836914
	Iteration 25Q: 3 clusters Score -8753892 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 56903 members 
Entering Unmasked Estep 
Score: -8753896.000000 Penalty: 3644.836914
	Iteration 26Q: 3 clusters Score -8753896 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 56929 members 
Entering Unmasked Estep 
Score: -8753909.000000 Penalty: 3644.836914
	Iteration 27Q: 3 clusters Score -8753909 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 56953 members 
Entering Unmasked Estep 
Score: -8753914.000000 Penalty: 3644.836914
	Iteration 28Q: 3 clusters Score -8753914 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 56978 members 
Entering Unmasked Estep 
Score: -8753910.000000 Penalty: 3644.836914
	Iteration 29Q: 3 clusters Score -8753910 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 56999 members 
Entering Unmasked Estep 
Score: -8753933.000000 Penalty: 3644.836914
	Iteration 30Q: 3 clusters Score -8753933 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 57020 members 
Entering Unmasked Estep 
Score: -8753942.000000 Penalty: 3644.836914
	Iteration 31Q: 3 clusters Score -8753942 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 57043 members 
Entering Unmasked Estep 
Score: -8753935.000000 Penalty: 3644.836914
	Iteration 32Q: 3 clusters Score -8753935 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 57062 members 
Entering Unmasked Estep 
Score: -8753929.000000 Penalty: 3644.836914
	Iteration 33Q: 3 clusters Score -8753929 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 57078 members 
Entering Unmasked Estep 
Score: -8753921.000000 Penalty: 3644.836914
	Iteration 34Q: 3 clusters Score -8753921 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 57096 members 
Entering Unmasked Estep 
Score: -8753910.000000 Penalty: 3644.836914
	Iteration 35Q: 3 clusters Score -8753910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 57110 members 
Entering Unmasked Estep 
Score: -8753916.000000 Penalty: 3644.836914
	Iteration 36Q: 3 clusters Score -8753916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 57121 members 
Entering Unmasked Estep 
Score: -8753927.000000 Penalty: 3644.836914
	Iteration 37Q: 3 clusters Score -8753927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 57133 members 
Entering Unmasked Estep 
Score: -8753927.000000 Penalty: 3644.836914
	Iteration 38Q: 3 clusters Score -8753927 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 57143 members 
Entering Unmasked Estep 
Score: -8753918.000000 Penalty: 3644.836914
	Iteration 39Q: 3 clusters Score -8753918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 57153 members 
Entering Unmasked Estep 
Score: -8753919.000000 Penalty: 3644.836914
	Iteration 40F: 3 clusters Score -8753919 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 57165 members 
Entering Unmasked Estep 
Score: -8753930.000000 Penalty: 3644.836914
	Iteration 41Q: 3 clusters Score -8753930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 57172 members 
Entering Unmasked Estep 
Score: -8753927.000000 Penalty: 3644.836914
	Iteration 42Q: 3 clusters Score -8753927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 57180 members 
Entering Unmasked Estep 
Score: -8753926.000000 Penalty: 3644.836914
	Iteration 43Q: 3 clusters Score -8753926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 57189 members 
Entering Unmasked Estep 
Score: -8753924.000000 Penalty: 3644.836914
	Iteration 44Q: 3 clusters Score -8753924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 57195 members 
Entering Unmasked Estep 
Score: -8753931.000000 Penalty: 3644.836914
	Iteration 45Q: 3 clusters Score -8753931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 57199 members 
Entering Unmasked Estep 
Score: -8753931.000000 Penalty: 3644.836914
	Iteration 46Q: 3 clusters Score -8753931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 57204 members 
Entering Unmasked Estep 
Score: -8753935.000000 Penalty: 3644.836914
	Iteration 47Q: 3 clusters Score -8753935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 57209 members 
Entering Unmasked Estep 
Score: -8753930.000000 Penalty: 3644.836914
	Iteration 48Q: 3 clusters Score -8753930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 57214 members 
Entering Unmasked Estep 
Score: -8753926.000000 Penalty: 3644.836914
	Iteration 49Q: 3 clusters Score -8753926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 57217 members 
Entering Unmasked Estep 
Score: -8753921.000000 Penalty: 3644.836914
	Iteration 50Q: 3 clusters Score -8753921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 57218 members 
Entering Unmasked Estep 
Score: -8753923.000000 Penalty: 3644.836914
	Iteration 51Q: 3 clusters Score -8753923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 57218 members 
Entering Unmasked Estep 
Score: -8753923.000000 Penalty: 3644.836914
	Iteration 52F: 3 clusters Score -8753923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Entering Unmasked Estep 
Score: -35397.828125 Penalty: 973.206177
	Iteration 0F: 2 clusters Score -35397.83 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 210 members 
Entering Unmasked Estep 
Score: -34458.089844 Penalty: 1946.412354
	Iteration 0F: 3 clusters Score -34458.09 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -34638.910156 Penalty: 1946.412354
	Iteration 1F: 3 clusters Score -34638.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -34705.976562 Penalty: 1946.412354
	Iteration 2F: 3 clusters Score -34705.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -34730.050781 Penalty: 1946.412354
	Iteration 3Q: 3 clusters Score -34730.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -34756.437500 Penalty: 1946.412354
	Iteration 4Q: 3 clusters Score -34756.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -34804.917969 Penalty: 1946.412354
	Iteration 5Q: 3 clusters Score -34804.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -34836.425781 Penalty: 1946.412354
	Iteration 6Q: 3 clusters Score -34836.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -34845.507812 Penalty: 1946.412354
	Iteration 7Q: 3 clusters Score -34845.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -34848.660156 Penalty: 1946.412354
	Iteration 8Q: 3 clusters Score -34848.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -34848.660156 Penalty: 1946.412354
	Iteration 9F: 3 clusters Score -34848.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -22251.429688 Penalty: 948.631165
	Iteration 0F: 2 clusters Score -22251.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -21445.025391 Penalty: 1897.262329
	Iteration 0F: 3 clusters Score -21445.03 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -21712.207031 Penalty: 1897.262329
	Iteration 1F: 3 clusters Score -21712.21 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -21825.837891 Penalty: 1897.262329
	Iteration 2F: 3 clusters Score -21825.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -21884.695312 Penalty: 1897.262329
	Iteration 3Q: 3 clusters Score -21884.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -21903.140625 Penalty: 1897.262329
	Iteration 4Q: 3 clusters Score -21903.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -21923.587891 Penalty: 1897.262329
	Iteration 5Q: 3 clusters Score -21923.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -21938.771484 Penalty: 1897.262329
	Iteration 6Q: 3 clusters Score -21938.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -21943.574219 Penalty: 1897.262329
	Iteration 7Q: 3 clusters Score -21943.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -21943.574219 Penalty: 1897.262329
	Iteration 8F: 3 clusters Score -21943.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (16834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Entering Unmasked Estep 
Score: -1997495.625000 Penalty: 1581.312866
	Iteration 0F: 2 clusters Score -1997496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1986036.250000 Penalty: 3162.625732
	Iteration 0F: 3 clusters Score -1986036 nChanged 7503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1990040.750000 Penalty: 3162.625732
	Iteration 1F: 3 clusters Score -1990041 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1990274.250000 Penalty: 3162.625732
	Iteration 2Q: 3 clusters Score -1990274 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1990453.250000 Penalty: 3162.625732
	Iteration 3Q: 3 clusters Score -1990453 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1990620.625000 Penalty: 3162.625732
	Iteration 4Q: 3 clusters Score -1990621 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1990762.375000 Penalty: 3162.625732
	Iteration 5Q: 3 clusters Score -1990762 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1990926.750000 Penalty: 3162.625732
	Iteration 6Q: 3 clusters Score -1990927 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1991094.625000 Penalty: 3162.625732
	Iteration 7Q: 3 clusters Score -1991095 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1991309.000000 Penalty: 3162.625732
	Iteration 8Q: 3 clusters Score -1991309 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1991641.000000 Penalty: 3162.625732
	Iteration 9Q: 3 clusters Score -1991641 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1992092.375000 Penalty: 3162.625732
	Iteration 10Q: 3 clusters Score -1992092 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1992683.875000 Penalty: 3162.625732
	Iteration 11Q: 3 clusters Score -1992684 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1993254.875000 Penalty: 3162.625732
	Iteration 12Q: 3 clusters Score -1993255 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1993718.125000 Penalty: 3162.625732
	Iteration 13Q: 3 clusters Score -1993718 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1994033.500000 Penalty: 3162.625732
	Iteration 14Q: 3 clusters Score -1994034 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -1994283.750000 Penalty: 3162.625732
	Iteration 15Q: 3 clusters Score -1994284 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -1994496.375000 Penalty: 3162.625732
	Iteration 16Q: 3 clusters Score -1994496 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1994667.625000 Penalty: 3162.625732
	Iteration 17Q: 3 clusters Score -1994668 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -1994836.500000 Penalty: 3162.625732
	Iteration 18Q: 3 clusters Score -1994836 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -1994977.875000 Penalty: 3162.625732
	Iteration 19Q: 3 clusters Score -1994978 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -1995110.875000 Penalty: 3162.625732
	Iteration 20F: 3 clusters Score -1995111 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -1995214.875000 Penalty: 3162.625732
	Iteration 21Q: 3 clusters Score -1995215 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -1995294.375000 Penalty: 3162.625732
	Iteration 22Q: 3 clusters Score -1995294 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -1995361.625000 Penalty: 3162.625732
	Iteration 23Q: 3 clusters Score -1995362 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -1995418.750000 Penalty: 3162.625732
	Iteration 24Q: 3 clusters Score -1995419 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -1995467.375000 Penalty: 3162.625732
	Iteration 25Q: 3 clusters Score -1995467 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -1995503.875000 Penalty: 3162.625732
	Iteration 26Q: 3 clusters Score -1995504 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -1995535.750000 Penalty: 3162.625732
	Iteration 27Q: 3 clusters Score -1995536 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -1995570.125000 Penalty: 3162.625732
	Iteration 28Q: 3 clusters Score -1995570 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -1995603.875000 Penalty: 3162.625732
	Iteration 29Q: 3 clusters Score -1995604 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -1995629.125000 Penalty: 3162.625732
	Iteration 30Q: 3 clusters Score -1995629 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -1995662.125000 Penalty: 3162.625732
	Iteration 31Q: 3 clusters Score -1995662 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -1995704.750000 Penalty: 3162.625732
	Iteration 32Q: 3 clusters Score -1995705 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -1995731.625000 Penalty: 3162.625732
	Iteration 33Q: 3 clusters Score -1995732 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -1995749.125000 Penalty: 3162.625732
	Iteration 34Q: 3 clusters Score -1995749 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -1995773.500000 Penalty: 3162.625732
	Iteration 35Q: 3 clusters Score -1995774 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -1995788.750000 Penalty: 3162.625732
	Iteration 36Q: 3 clusters Score -1995789 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -1995806.625000 Penalty: 3162.625732
	Iteration 37Q: 3 clusters Score -1995807 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -1995822.500000 Penalty: 3162.625732
	Iteration 38Q: 3 clusters Score -1995822 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -1995838.125000 Penalty: 3162.625732
	Iteration 39Q: 3 clusters Score -1995838 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -1995844.500000 Penalty: 3162.625732
	Iteration 40F: 3 clusters Score -1995844 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -1995864.000000 Penalty: 3162.625732
	Iteration 41Q: 3 clusters Score -1995864 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -1995881.750000 Penalty: 3162.625732
	Iteration 42Q: 3 clusters Score -1995882 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -1995899.625000 Penalty: 3162.625732
	Iteration 43Q: 3 clusters Score -1995900 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -1995904.875000 Penalty: 3162.625732
	Iteration 44Q: 3 clusters Score -1995905 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -1995916.000000 Penalty: 3162.625732
	Iteration 45Q: 3 clusters Score -1995916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -1995923.000000 Penalty: 3162.625732
	Iteration 46Q: 3 clusters Score -1995923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -1995926.875000 Penalty: 3162.625732
	Iteration 47Q: 3 clusters Score -1995927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -1995926.000000 Penalty: 3162.625732
	Iteration 48Q: 3 clusters Score -1995926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -1995928.375000 Penalty: 3162.625732
	Iteration 49Q: 3 clusters Score -1995928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -1995932.000000 Penalty: 3162.625732
	Iteration 50Q: 3 clusters Score -1995932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -1995940.000000 Penalty: 3162.625732
	Iteration 51Q: 3 clusters Score -1995940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -1995943.000000 Penalty: 3162.625732
	Iteration 52Q: 3 clusters Score -1995943 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -1995946.125000 Penalty: 3162.625732
	Iteration 53Q: 3 clusters Score -1995946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -1995949.250000 Penalty: 3162.625732
	Iteration 54Q: 3 clusters Score -1995949 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -1995952.750000 Penalty: 3162.625732
	Iteration 55Q: 3 clusters Score -1995953 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -1995958.750000 Penalty: 3162.625732
	Iteration 56Q: 3 clusters Score -1995959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -1995964.500000 Penalty: 3162.625732
	Iteration 57Q: 3 clusters Score -1995964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -1995970.875000 Penalty: 3162.625732
	Iteration 58Q: 3 clusters Score -1995971 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -1995981.125000 Penalty: 3162.625732
	Iteration 59Q: 3 clusters Score -1995981 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -1995980.500000 Penalty: 3162.625732
	Iteration 60F: 3 clusters Score -1995980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -1995982.500000 Penalty: 3162.625732
	Iteration 61Q: 3 clusters Score -1995982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -1995985.500000 Penalty: 3162.625732
	Iteration 62Q: 3 clusters Score -1995986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -1995989.750000 Penalty: 3162.625732
	Iteration 63Q: 3 clusters Score -1995990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -1995995.250000 Penalty: 3162.625732
	Iteration 64Q: 3 clusters Score -1995995 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -1995995.750000 Penalty: 3162.625732
	Iteration 65Q: 3 clusters Score -1995996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -1995995.750000 Penalty: 3162.625732
	Iteration 66Q: 3 clusters Score -1995996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -1995994.250000 Penalty: 3162.625732
	Iteration 67Q: 3 clusters Score -1995994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -1995993.000000 Penalty: 3162.625732
	Iteration 68Q: 3 clusters Score -1995993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -1995997.375000 Penalty: 3162.625732
	Iteration 69Q: 3 clusters Score -1995997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -1995997.375000 Penalty: 3162.625732
	Iteration 70F: 3 clusters Score -1995997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (51189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51189 members 
Entering Unmasked Estep 
Score: -6138241.000000 Penalty: 1762.032959
	Iteration 0F: 2 clusters Score -6138241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -6103863.500000 Penalty: 3524.065918
	Iteration 0F: 3 clusters Score -6103864 nChanged 24042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -6117516.500000 Penalty: 3524.065918
	Iteration 1F: 3 clusters Score -6117516 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -6117926.500000 Penalty: 3524.065918
	Iteration 2Q: 3 clusters Score -6117926 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -6118290.000000 Penalty: 3524.065918
	Iteration 3Q: 3 clusters Score -6118290 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 26864 members 
Entering Unmasked Estep 
Score: -6118731.500000 Penalty: 3524.065918
	Iteration 4Q: 3 clusters Score -6118732 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -6119213.500000 Penalty: 3524.065918
	Iteration 5Q: 3 clusters Score -6119214 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 28309 members 
Entering Unmasked Estep 
Score: -6119831.000000 Penalty: 3524.065918
	Iteration 6Q: 3 clusters Score -6119831 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 29472 members 
Entering Unmasked Estep 
Score: -6120962.000000 Penalty: 3524.065918
	Iteration 7Q: 3 clusters Score -6120962 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 30968 members 
Entering Unmasked Estep 
Score: -6122911.000000 Penalty: 3524.065918
	Iteration 8F: 3 clusters Score -6122911 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 32700 members 
Entering Unmasked Estep 
Score: -6126298.500000 Penalty: 3524.065918
	Iteration 9F: 3 clusters Score -6126298 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 34112 members 
Entering Unmasked Estep 
Score: -6130427.000000 Penalty: 3524.065918
	Iteration 10F: 3 clusters Score -6130427 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 34862 members 
Entering Unmasked Estep 
Score: -6133019.000000 Penalty: 3524.065918
	Iteration 11F: 3 clusters Score -6133019 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 35447 members 
Entering Unmasked Estep 
Score: -6133983.000000 Penalty: 3524.065918
	Iteration 12Q: 3 clusters Score -6133983 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 36001 members 
Entering Unmasked Estep 
Score: -6134392.500000 Penalty: 3524.065918
	Iteration 13Q: 3 clusters Score -6134392 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 36554 members 
Entering Unmasked Estep 
Score: -6134658.500000 Penalty: 3524.065918
	Iteration 14Q: 3 clusters Score -6134658 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 37094 members 
Entering Unmasked Estep 
Score: -6134923.000000 Penalty: 3524.065918
	Iteration 15Q: 3 clusters Score -6134923 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 37655 members 
Entering Unmasked Estep 
Score: -6135110.000000 Penalty: 3524.065918
	Iteration 16Q: 3 clusters Score -6135110 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 38182 members 
Entering Unmasked Estep 
Score: -6135284.000000 Penalty: 3524.065918
	Iteration 17Q: 3 clusters Score -6135284 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 38671 members 
Entering Unmasked Estep 
Score: -6135358.000000 Penalty: 3524.065918
	Iteration 18Q: 3 clusters Score -6135358 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 39154 members 
Entering Unmasked Estep 
Score: -6135481.000000 Penalty: 3524.065918
	Iteration 19Q: 3 clusters Score -6135481 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 39620 members 
Entering Unmasked Estep 
Score: -6135555.000000 Penalty: 3524.065918
	Iteration 20F: 3 clusters Score -6135555 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 40075 members 
Entering Unmasked Estep 
Score: -6135623.500000 Penalty: 3524.065918
	Iteration 21Q: 3 clusters Score -6135624 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 40580 members 
Entering Unmasked Estep 
Score: -6135717.000000 Penalty: 3524.065918
	Iteration 22Q: 3 clusters Score -6135717 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 41063 members 
Entering Unmasked Estep 
Score: -6135787.500000 Penalty: 3524.065918
	Iteration 23Q: 3 clusters Score -6135788 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 41503 members 
Entering Unmasked Estep 
Score: -6135857.000000 Penalty: 3524.065918
	Iteration 24Q: 3 clusters Score -6135857 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 41942 members 
Entering Unmasked Estep 
Score: -6135918.000000 Penalty: 3524.065918
	Iteration 25Q: 3 clusters Score -6135918 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 42362 members 
Entering Unmasked Estep 
Score: -6135982.500000 Penalty: 3524.065918
	Iteration 26Q: 3 clusters Score -6135982 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 42756 members 
Entering Unmasked Estep 
Score: -6136055.000000 Penalty: 3524.065918
	Iteration 27Q: 3 clusters Score -6136055 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 43136 members 
Entering Unmasked Estep 
Score: -6136087.500000 Penalty: 3524.065918
	Iteration 28Q: 3 clusters Score -6136088 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 43519 members 
Entering Unmasked Estep 
Score: -6136132.500000 Penalty: 3524.065918
	Iteration 29Q: 3 clusters Score -6136132 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 43887 members 
Entering Unmasked Estep 
Score: -6136214.000000 Penalty: 3524.065918
	Iteration 30Q: 3 clusters Score -6136214 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 44217 members 
Entering Unmasked Estep 
Score: -6136269.000000 Penalty: 3524.065918
	Iteration 31Q: 3 clusters Score -6136269 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 44550 members 
Entering Unmasked Estep 
Score: -6136317.500000 Penalty: 3524.065918
	Iteration 32Q: 3 clusters Score -6136318 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 44843 members 
Entering Unmasked Estep 
Score: -6136381.500000 Penalty: 3524.065918
	Iteration 33Q: 3 clusters Score -6136382 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 45114 members 
Entering Unmasked Estep 
Score: -6136419.000000 Penalty: 3524.065918
	Iteration 34Q: 3 clusters Score -6136419 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 45347 members 
Entering Unmasked Estep 
Score: -6136445.000000 Penalty: 3524.065918
	Iteration 35Q: 3 clusters Score -6136445 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 45574 members 
Entering Unmasked Estep 
Score: -6136503.500000 Penalty: 3524.065918
	Iteration 36Q: 3 clusters Score -6136504 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 45772 members 
Entering Unmasked Estep 
Score: -6136514.500000 Penalty: 3524.065918
	Iteration 37Q: 3 clusters Score -6136514 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 45932 members 
Entering Unmasked Estep 
Score: -6136527.500000 Penalty: 3524.065918
	Iteration 38Q: 3 clusters Score -6136528 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 46092 members 
Entering Unmasked Estep 
Score: -6136556.000000 Penalty: 3524.065918
	Iteration 39Q: 3 clusters Score -6136556 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 46230 members 
Entering Unmasked Estep 
Score: -6136582.000000 Penalty: 3524.065918
	Iteration 40F: 3 clusters Score -6136582 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 46347 members 
Entering Unmasked Estep 
Score: -6136592.000000 Penalty: 3524.065918
	Iteration 41Q: 3 clusters Score -6136592 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 46459 members 
Entering Unmasked Estep 
Score: -6136596.000000 Penalty: 3524.065918
	Iteration 42Q: 3 clusters Score -6136596 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 46546 members 
Entering Unmasked Estep 
Score: -6136593.000000 Penalty: 3524.065918
	Iteration 43Q: 3 clusters Score -6136593 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 46632 members 
Entering Unmasked Estep 
Score: -6136601.000000 Penalty: 3524.065918
	Iteration 44Q: 3 clusters Score -6136601 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 46729 members 
Entering Unmasked Estep 
Score: -6136637.500000 Penalty: 3524.065918
	Iteration 45Q: 3 clusters Score -6136638 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 46822 members 
Entering Unmasked Estep 
Score: -6136671.500000 Penalty: 3524.065918
	Iteration 46Q: 3 clusters Score -6136672 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 46897 members 
Entering Unmasked Estep 
Score: -6136680.500000 Penalty: 3524.065918
	Iteration 47Q: 3 clusters Score -6136680 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 46956 members 
Entering Unmasked Estep 
Score: -6136690.000000 Penalty: 3524.065918
	Iteration 48Q: 3 clusters Score -6136690 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 47009 members 
Entering Unmasked Estep 
Score: -6136711.500000 Penalty: 3524.065918
	Iteration 49Q: 3 clusters Score -6136712 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 47065 members 
Entering Unmasked Estep 
Score: -6136693.000000 Penalty: 3524.065918
	Iteration 50Q: 3 clusters Score -6136693 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 47124 members 
Entering Unmasked Estep 
Score: -6136710.000000 Penalty: 3524.065918
	Iteration 51Q: 3 clusters Score -6136710 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 47177 members 
Entering Unmasked Estep 
Score: -6136720.000000 Penalty: 3524.065918
	Iteration 52Q: 3 clusters Score -6136720 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 47223 members 
Entering Unmasked Estep 
Score: -6136733.000000 Penalty: 3524.065918
	Iteration 53Q: 3 clusters Score -6136733 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 47268 members 
Entering Unmasked Estep 
Score: -6136718.000000 Penalty: 3524.065918
	Iteration 54Q: 3 clusters Score -6136718 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 47302 members 
Entering Unmasked Estep 
Score: -6136734.500000 Penalty: 3524.065918
	Iteration 55Q: 3 clusters Score -6136734 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 47335 members 
Entering Unmasked Estep 
Score: -6136748.500000 Penalty: 3524.065918
	Iteration 56Q: 3 clusters Score -6136748 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 47377 members 
Entering Unmasked Estep 
Score: -6136759.500000 Penalty: 3524.065918
	Iteration 57Q: 3 clusters Score -6136760 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 47421 members 
Entering Unmasked Estep 
Score: -6136773.000000 Penalty: 3524.065918
	Iteration 58Q: 3 clusters Score -6136773 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 47451 members 
Entering Unmasked Estep 
Score: -6136778.000000 Penalty: 3524.065918
	Iteration 59Q: 3 clusters Score -6136778 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 47473 members 
Entering Unmasked Estep 
Score: -6136779.000000 Penalty: 3524.065918
	Iteration 60F: 3 clusters Score -6136779 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 47499 members 
Entering Unmasked Estep 
Score: -6136789.500000 Penalty: 3524.065918
	Iteration 61Q: 3 clusters Score -6136790 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 47531 members 
Entering Unmasked Estep 
Score: -6136788.500000 Penalty: 3524.065918
	Iteration 62Q: 3 clusters Score -6136788 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 47557 members 
Entering Unmasked Estep 
Score: -6136793.000000 Penalty: 3524.065918
	Iteration 63Q: 3 clusters Score -6136793 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 47583 members 
Entering Unmasked Estep 
Score: -6136812.500000 Penalty: 3524.065918
	Iteration 64Q: 3 clusters Score -6136812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 47604 members 
Entering Unmasked Estep 
Score: -6136812.500000 Penalty: 3524.065918
	Iteration 65Q: 3 clusters Score -6136812 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 47626 members 
Entering Unmasked Estep 
Score: -6136822.000000 Penalty: 3524.065918
	Iteration 66Q: 3 clusters Score -6136822 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 47654 members 
Entering Unmasked Estep 
Score: -6136820.000000 Penalty: 3524.065918
	Iteration 67Q: 3 clusters Score -6136820 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 47675 members 
Entering Unmasked Estep 
Score: -6136828.000000 Penalty: 3524.065918
	Iteration 68Q: 3 clusters Score -6136828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 47691 members 
Entering Unmasked Estep 
Score: -6136831.000000 Penalty: 3524.065918
	Iteration 69Q: 3 clusters Score -6136831 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 47708 members 
Entering Unmasked Estep 
Score: -6136830.000000 Penalty: 3524.065918
	Iteration 70Q: 3 clusters Score -6136830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 47720 members 
Entering Unmasked Estep 
Score: -6136826.500000 Penalty: 3524.065918
	Iteration 71Q: 3 clusters Score -6136826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 47727 members 
Entering Unmasked Estep 
Score: -6136825.500000 Penalty: 3524.065918
	Iteration 72Q: 3 clusters Score -6136826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 47728 members 
Entering Unmasked Estep 
Score: -6136829.000000 Penalty: 3524.065918
	Iteration 73Q: 3 clusters Score -6136829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 47730 members 
Entering Unmasked Estep 
Score: -6136829.000000 Penalty: 3524.065918
	Iteration 74Q: 3 clusters Score -6136829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 47731 members 
Entering Unmasked Estep 
Score: -6136828.500000 Penalty: 3524.065918
	Iteration 75Q: 3 clusters Score -6136828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 47734 members 
Entering Unmasked Estep 
Score: -6136829.000000 Penalty: 3524.065918
	Iteration 76Q: 3 clusters Score -6136829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 47735 members 
Entering Unmasked Estep 
Score: -6136834.500000 Penalty: 3524.065918
	Iteration 77Q: 3 clusters Score -6136834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 47735 members 
Entering Unmasked Estep 
Score: -6136834.500000 Penalty: 3524.065918
	Iteration 78F: 3 clusters Score -6136834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Entering Unmasked Estep 
Score: -85027.726562 Penalty: 1087.261841
	Iteration 0F: 2 clusters Score -85027.73 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 415 members 
Entering Unmasked Estep 
Score: -83747.421875 Penalty: 2174.523682
	Iteration 0F: 3 clusters Score -83747.42 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -83973.375000 Penalty: 2174.523682
	Iteration 1F: 3 clusters Score -83973.38 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -84069.835938 Penalty: 2174.523682
	Iteration 2F: 3 clusters Score -84069.84 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -84151.906250 Penalty: 2174.523682
	Iteration 3F: 3 clusters Score -84151.91 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -84214.617188 Penalty: 2174.523682
	Iteration 4Q: 3 clusters Score -84214.62 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -84251.148438 Penalty: 2174.523682
	Iteration 5Q: 3 clusters Score -84251.15 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -84277.328125 Penalty: 2174.523682
	Iteration 6Q: 3 clusters Score -84277.33 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -84303.265625 Penalty: 2174.523682
	Iteration 7Q: 3 clusters Score -84303.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -84314.703125 Penalty: 2174.523682
	Iteration 8Q: 3 clusters Score -84314.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -84322.539062 Penalty: 2174.523682
	Iteration 9Q: 3 clusters Score -84322.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -84328.281250 Penalty: 2174.523682
	Iteration 10Q: 3 clusters Score -84328.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -84335.890625 Penalty: 2174.523682
	Iteration 11Q: 3 clusters Score -84335.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -84344.828125 Penalty: 2174.523682
	Iteration 12Q: 3 clusters Score -84344.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -84349.078125 Penalty: 2174.523682
	Iteration 13Q: 3 clusters Score -84349.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -84349.078125 Penalty: 2174.523682
	Iteration 14F: 3 clusters Score -84349.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (106190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106190 members 
Entering Unmasked Estep 
Score: -12560193.000000 Penalty: 1880.610107
	Iteration 0F: 2 clusters Score -1.256019e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53076 members 
Mstep: Class 2 contains 53114 members 
Entering Unmasked Estep 
Score: -12491762.000000 Penalty: 3761.220215
	Iteration 0F: 3 clusters Score -1.249176e+07 nChanged 50964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52786 members 
Mstep: Class 2 contains 53404 members 
Entering Unmasked Estep 
Score: -12520977.000000 Penalty: 3761.220215
	Iteration 1F: 3 clusters Score -1.252098e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52482 members 
Mstep: Class 2 contains 53708 members 
Entering Unmasked Estep 
Score: -12521621.000000 Penalty: 3761.220215
	Iteration 2Q: 3 clusters Score -1.252162e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52113 members 
Mstep: Class 2 contains 54077 members 
Entering Unmasked Estep 
Score: -12522192.000000 Penalty: 3761.220215
	Iteration 3Q: 3 clusters Score -1.252219e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51558 members 
Mstep: Class 2 contains 54632 members 
Entering Unmasked Estep 
Score: -12522793.000000 Penalty: 3761.220215
	Iteration 4Q: 3 clusters Score -1.252279e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50689 members 
Mstep: Class 2 contains 55501 members 
Entering Unmasked Estep 
Score: -12523596.000000 Penalty: 3761.220215
	Iteration 5Q: 3 clusters Score -1.25236e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49433 members 
Mstep: Class 2 contains 56757 members 
Entering Unmasked Estep 
Score: -12524820.000000 Penalty: 3761.220215
	Iteration 6Q: 3 clusters Score -1.252482e+07 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47600 members 
Mstep: Class 2 contains 58590 members 
Entering Unmasked Estep 
Score: -12526703.000000 Penalty: 3761.220215
	Iteration 7Q: 3 clusters Score -1.25267e+07 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45113 members 
Mstep: Class 2 contains 61077 members 
Entering Unmasked Estep 
Score: -12529961.000000 Penalty: 3761.220215
	Iteration 8F: 3 clusters Score -1.252996e+07 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42231 members 
Mstep: Class 2 contains 63959 members 
Entering Unmasked Estep 
Score: -12534640.000000 Penalty: 3761.220215
	Iteration 9F: 3 clusters Score -1.253464e+07 nChanged 6773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39620 members 
Mstep: Class 2 contains 66570 members 
Entering Unmasked Estep 
Score: -12540075.000000 Penalty: 3761.220215
	Iteration 10F: 3 clusters Score -1.254008e+07 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37583 members 
Mstep: Class 2 contains 68607 members 
Entering Unmasked Estep 
Score: -12543749.000000 Penalty: 3761.220215
	Iteration 11F: 3 clusters Score -1.254375e+07 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36010 members 
Mstep: Class 2 contains 70180 members 
Entering Unmasked Estep 
Score: -12545111.000000 Penalty: 3761.220215
	Iteration 12Q: 3 clusters Score -1.254511e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 71653 members 
Entering Unmasked Estep 
Score: -12545672.000000 Penalty: 3761.220215
	Iteration 13Q: 3 clusters Score -1.254567e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33043 members 
Mstep: Class 2 contains 73147 members 
Entering Unmasked Estep 
Score: -12546114.000000 Penalty: 3761.220215
	Iteration 14Q: 3 clusters Score -1.254611e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31515 members 
Mstep: Class 2 contains 74675 members 
Entering Unmasked Estep 
Score: -12546547.000000 Penalty: 3761.220215
	Iteration 15Q: 3 clusters Score -1.254655e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30043 members 
Mstep: Class 2 contains 76147 members 
Entering Unmasked Estep 
Score: -12547011.000000 Penalty: 3761.220215
	Iteration 16Q: 3 clusters Score -1.254701e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 77747 members 
Entering Unmasked Estep 
Score: -12547501.000000 Penalty: 3761.220215
	Iteration 17Q: 3 clusters Score -1.25475e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 79336 members 
Entering Unmasked Estep 
Score: -12548009.000000 Penalty: 3761.220215
	Iteration 18Q: 3 clusters Score -1.254801e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 81015 members 
Entering Unmasked Estep 
Score: -12548682.000000 Penalty: 3761.220215
	Iteration 19Q: 3 clusters Score -1.254868e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 82743 members 
Entering Unmasked Estep 
Score: -12549392.000000 Penalty: 3761.220215
	Iteration 20F: 3 clusters Score -1.254939e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 84478 members 
Entering Unmasked Estep 
Score: -12550011.000000 Penalty: 3761.220215
	Iteration 21Q: 3 clusters Score -1.255001e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 86298 members 
Entering Unmasked Estep 
Score: -12550806.000000 Penalty: 3761.220215
	Iteration 22Q: 3 clusters Score -1.255081e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 88049 members 
Entering Unmasked Estep 
Score: -12551492.000000 Penalty: 3761.220215
	Iteration 23Q: 3 clusters Score -1.255149e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 89731 members 
Entering Unmasked Estep 
Score: -12552144.000000 Penalty: 3761.220215
	Iteration 24Q: 3 clusters Score -1.255214e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 91262 members 
Entering Unmasked Estep 
Score: -12552752.000000 Penalty: 3761.220215
	Iteration 25Q: 3 clusters Score -1.255275e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 92803 members 
Entering Unmasked Estep 
Score: -12553286.000000 Penalty: 3761.220215
	Iteration 26Q: 3 clusters Score -1.255329e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 94265 members 
Entering Unmasked Estep 
Score: -12553883.000000 Penalty: 3761.220215
	Iteration 27Q: 3 clusters Score -1.255388e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 95657 members 
Entering Unmasked Estep 
Score: -12554364.000000 Penalty: 3761.220215
	Iteration 28Q: 3 clusters Score -1.255436e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 97047 members 
Entering Unmasked Estep 
Score: -12555002.000000 Penalty: 3761.220215
	Iteration 29Q: 3 clusters Score -1.2555e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 98303 members 
Entering Unmasked Estep 
Score: -12555510.000000 Penalty: 3761.220215
	Iteration 30Q: 3 clusters Score -1.255551e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 99394 members 
Entering Unmasked Estep 
Score: -12555941.000000 Penalty: 3761.220215
	Iteration 31Q: 3 clusters Score -1.255594e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 100361 members 
Entering Unmasked Estep 
Score: -12556336.000000 Penalty: 3761.220215
	Iteration 32Q: 3 clusters Score -1.255634e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 101222 members 
Entering Unmasked Estep 
Score: -12556708.000000 Penalty: 3761.220215
	Iteration 33Q: 3 clusters Score -1.255671e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 101918 members 
Entering Unmasked Estep 
Score: -12556926.000000 Penalty: 3761.220215
	Iteration 34Q: 3 clusters Score -1.255693e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 102496 members 
Entering Unmasked Estep 
Score: -12557237.000000 Penalty: 3761.220215
	Iteration 35Q: 3 clusters Score -1.255724e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 102990 members 
Entering Unmasked Estep 
Score: -12557467.000000 Penalty: 3761.220215
	Iteration 36Q: 3 clusters Score -1.255747e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 103393 members 
Entering Unmasked Estep 
Score: -12557598.000000 Penalty: 3761.220215
	Iteration 37Q: 3 clusters Score -1.25576e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 103770 members 
Entering Unmasked Estep 
Score: -12557777.000000 Penalty: 3761.220215
	Iteration 38Q: 3 clusters Score -1.255778e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 104091 members 
Entering Unmasked Estep 
Score: -12557845.000000 Penalty: 3761.220215
	Iteration 39Q: 3 clusters Score -1.255784e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 104368 members 
Entering Unmasked Estep 
Score: -12557918.000000 Penalty: 3761.220215
	Iteration 40F: 3 clusters Score -1.255792e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 104602 members 
Entering Unmasked Estep 
Score: -12558020.000000 Penalty: 3761.220215
	Iteration 41Q: 3 clusters Score -1.255802e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 104797 members 
Entering Unmasked Estep 
Score: -12558068.000000 Penalty: 3761.220215
	Iteration 42Q: 3 clusters Score -1.255807e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 104950 members 
Entering Unmasked Estep 
Score: -12558116.000000 Penalty: 3761.220215
	Iteration 43Q: 3 clusters Score -1.255812e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 105057 members 
Entering Unmasked Estep 
Score: -12558152.000000 Penalty: 3761.220215
	Iteration 44Q: 3 clusters Score -1.255815e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 105165 members 
Entering Unmasked Estep 
Score: -12558223.000000 Penalty: 3761.220215
	Iteration 45Q: 3 clusters Score -1.255822e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 105260 members 
Entering Unmasked Estep 
Score: -12558289.000000 Penalty: 3761.220215
	Iteration 46Q: 3 clusters Score -1.255829e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 105325 members 
Entering Unmasked Estep 
Score: -12558342.000000 Penalty: 3761.220215
	Iteration 47Q: 3 clusters Score -1.255834e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 105383 members 
Entering Unmasked Estep 
Score: -12558375.000000 Penalty: 3761.220215
	Iteration 48Q: 3 clusters Score -1.255838e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 105432 members 
Entering Unmasked Estep 
Score: -12558382.000000 Penalty: 3761.220215
	Iteration 49Q: 3 clusters Score -1.255838e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 105467 members 
Entering Unmasked Estep 
Score: -12558418.000000 Penalty: 3761.220215
	Iteration 50Q: 3 clusters Score -1.255842e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 105493 members 
Entering Unmasked Estep 
Score: -12558440.000000 Penalty: 3761.220215
	Iteration 51Q: 3 clusters Score -1.255844e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 105520 members 
Entering Unmasked Estep 
Score: -12558452.000000 Penalty: 3761.220215
	Iteration 52Q: 3 clusters Score -1.255845e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 105540 members 
Entering Unmasked Estep 
Score: -12558466.000000 Penalty: 3761.220215
	Iteration 53Q: 3 clusters Score -1.255847e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 105561 members 
Entering Unmasked Estep 
Score: -12558475.000000 Penalty: 3761.220215
	Iteration 54Q: 3 clusters Score -1.255848e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 105577 members 
Entering Unmasked Estep 
Score: -12558468.000000 Penalty: 3761.220215
	Iteration 55Q: 3 clusters Score -1.255847e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 105591 members 
Entering Unmasked Estep 
Score: -12558470.000000 Penalty: 3761.220215
	Iteration 56Q: 3 clusters Score -1.255847e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 105601 members 
Entering Unmasked Estep 
Score: -12558477.000000 Penalty: 3761.220215
	Iteration 57Q: 3 clusters Score -1.255848e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 105613 members 
Entering Unmasked Estep 
Score: -12558483.000000 Penalty: 3761.220215
	Iteration 58Q: 3 clusters Score -1.255848e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 105625 members 
Entering Unmasked Estep 
Score: -12558488.000000 Penalty: 3761.220215
	Iteration 59Q: 3 clusters Score -1.255849e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 105637 members 
Entering Unmasked Estep 
Score: -12558502.000000 Penalty: 3761.220215
	Iteration 60F: 3 clusters Score -1.25585e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 105647 members 
Entering Unmasked Estep 
Score: -12558503.000000 Penalty: 3761.220215
	Iteration 61Q: 3 clusters Score -1.25585e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 105653 members 
Entering Unmasked Estep 
Score: -12558512.000000 Penalty: 3761.220215
	Iteration 62Q: 3 clusters Score -1.255851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 105657 members 
Entering Unmasked Estep 
Score: -12558510.000000 Penalty: 3761.220215
	Iteration 63Q: 3 clusters Score -1.255851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 105661 members 
Entering Unmasked Estep 
Score: -12558523.000000 Penalty: 3761.220215
	Iteration 64Q: 3 clusters Score -1.255852e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 105667 members 
Entering Unmasked Estep 
Score: -12558521.000000 Penalty: 3761.220215
	Iteration 65Q: 3 clusters Score -1.255852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 105672 members 
Entering Unmasked Estep 
Score: -12558526.000000 Penalty: 3761.220215
	Iteration 66Q: 3 clusters Score -1.255853e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 105676 members 
Entering Unmasked Estep 
Score: -12558522.000000 Penalty: 3761.220215
	Iteration 67Q: 3 clusters Score -1.255852e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 105683 members 
Entering Unmasked Estep 
Score: -12558521.000000 Penalty: 3761.220215
	Iteration 68Q: 3 clusters Score -1.255852e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 105688 members 
Entering Unmasked Estep 
Score: -12558534.000000 Penalty: 3761.220215
	Iteration 69Q: 3 clusters Score -1.255853e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 105690 members 
Entering Unmasked Estep 
Score: -12558535.000000 Penalty: 3761.220215
	Iteration 70Q: 3 clusters Score -1.255854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 105695 members 
Entering Unmasked Estep 
Score: -12558538.000000 Penalty: 3761.220215
	Iteration 71Q: 3 clusters Score -1.255854e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 105699 members 
Entering Unmasked Estep 
Score: -12558539.000000 Penalty: 3761.220215
	Iteration 72Q: 3 clusters Score -1.255854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 105700 members 
Entering Unmasked Estep 
Score: -12558538.000000 Penalty: 3761.220215
	Iteration 73Q: 3 clusters Score -1.255854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 105703 members 
Entering Unmasked Estep 
Score: -12558548.000000 Penalty: 3761.220215
	Iteration 74Q: 3 clusters Score -1.255855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 105705 members 
Entering Unmasked Estep 
Score: -12558545.000000 Penalty: 3761.220215
	Iteration 75Q: 3 clusters Score -1.255854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 105706 members 
Entering Unmasked Estep 
Score: -12558551.000000 Penalty: 3761.220215
	Iteration 76Q: 3 clusters Score -1.255855e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 105707 members 
Entering Unmasked Estep 
Score: -12558555.000000 Penalty: 3761.220215
	Iteration 77Q: 3 clusters Score -1.255856e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 105707 members 
Entering Unmasked Estep 
Score: -12558555.000000 Penalty: 3761.220215
	Iteration 78F: 3 clusters Score -1.255856e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (44766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44766 members 
Entering Unmasked Estep 
Score: -5338019.500000 Penalty: 1740.245605
	Iteration 0F: 2 clusters Score -5338020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -5308035.500000 Penalty: 3480.491211
	Iteration 0F: 3 clusters Score -5308036 nChanged 20819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -5319674.000000 Penalty: 3480.491211
	Iteration 1F: 3 clusters Score -5319674 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -5319979.000000 Penalty: 3480.491211
	Iteration 2Q: 3 clusters Score -5319979 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -5320274.000000 Penalty: 3480.491211
	Iteration 3Q: 3 clusters Score -5320274 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -5320489.500000 Penalty: 3480.491211
	Iteration 4Q: 3 clusters Score -5320490 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -5320747.000000 Penalty: 3480.491211
	Iteration 5Q: 3 clusters Score -5320747 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -5320934.000000 Penalty: 3480.491211
	Iteration 6Q: 3 clusters Score -5320934 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -5321175.000000 Penalty: 3480.491211
	Iteration 7Q: 3 clusters Score -5321175 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -5321489.500000 Penalty: 3480.491211
	Iteration 8Q: 3 clusters Score -5321490 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -5321895.500000 Penalty: 3480.491211
	Iteration 9Q: 3 clusters Score -5321896 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -5322616.000000 Penalty: 3480.491211
	Iteration 10Q: 3 clusters Score -5322616 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -5323646.000000 Penalty: 3480.491211
	Iteration 11Q: 3 clusters Score -5323646 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 27559 members 
Entering Unmasked Estep 
Score: -5325199.000000 Penalty: 3480.491211
	Iteration 12F: 3 clusters Score -5325199 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -5327133.000000 Penalty: 3480.491211
	Iteration 13F: 3 clusters Score -5327133 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 30287 members 
Entering Unmasked Estep 
Score: -5328877.500000 Penalty: 3480.491211
	Iteration 14F: 3 clusters Score -5328878 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 31443 members 
Entering Unmasked Estep 
Score: -5330010.000000 Penalty: 3480.491211
	Iteration 15Q: 3 clusters Score -5330010 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 32451 members 
Entering Unmasked Estep 
Score: -5330562.500000 Penalty: 3480.491211
	Iteration 16Q: 3 clusters Score -5330562 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 33428 members 
Entering Unmasked Estep 
Score: -5330969.000000 Penalty: 3480.491211
	Iteration 17Q: 3 clusters Score -5330969 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 34452 members 
Entering Unmasked Estep 
Score: -5331482.000000 Penalty: 3480.491211
	Iteration 18Q: 3 clusters Score -5331482 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 35493 members 
Entering Unmasked Estep 
Score: -5331996.500000 Penalty: 3480.491211
	Iteration 19Q: 3 clusters Score -5331996 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 36446 members 
Entering Unmasked Estep 
Score: -5332477.000000 Penalty: 3480.491211
	Iteration 20F: 3 clusters Score -5332477 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 37352 members 
Entering Unmasked Estep 
Score: -5333016.500000 Penalty: 3480.491211
	Iteration 21Q: 3 clusters Score -5333016 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 38198 members 
Entering Unmasked Estep 
Score: -5333515.000000 Penalty: 3480.491211
	Iteration 22Q: 3 clusters Score -5333515 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 38904 members 
Entering Unmasked Estep 
Score: -5333933.000000 Penalty: 3480.491211
	Iteration 23Q: 3 clusters Score -5333933 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 39520 members 
Entering Unmasked Estep 
Score: -5334314.000000 Penalty: 3480.491211
	Iteration 24Q: 3 clusters Score -5334314 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 40013 members 
Entering Unmasked Estep 
Score: -5334601.500000 Penalty: 3480.491211
	Iteration 25Q: 3 clusters Score -5334602 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 40478 members 
Entering Unmasked Estep 
Score: -5334876.500000 Penalty: 3480.491211
	Iteration 26Q: 3 clusters Score -5334876 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 40879 members 
Entering Unmasked Estep 
Score: -5335103.500000 Penalty: 3480.491211
	Iteration 27Q: 3 clusters Score -5335104 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 41232 members 
Entering Unmasked Estep 
Score: -5335316.500000 Penalty: 3480.491211
	Iteration 28Q: 3 clusters Score -5335316 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 41548 members 
Entering Unmasked Estep 
Score: -5335499.500000 Penalty: 3480.491211
	Iteration 29Q: 3 clusters Score -5335500 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 41797 members 
Entering Unmasked Estep 
Score: -5335616.500000 Penalty: 3480.491211
	Iteration 30Q: 3 clusters Score -5335616 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 42006 members 
Entering Unmasked Estep 
Score: -5335707.500000 Penalty: 3480.491211
	Iteration 31Q: 3 clusters Score -5335708 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 42179 members 
Entering Unmasked Estep 
Score: -5335776.000000 Penalty: 3480.491211
	Iteration 32Q: 3 clusters Score -5335776 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 42353 members 
Entering Unmasked Estep 
Score: -5335869.500000 Penalty: 3480.491211
	Iteration 33Q: 3 clusters Score -5335870 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 42502 members 
Entering Unmasked Estep 
Score: -5335920.500000 Penalty: 3480.491211
	Iteration 34Q: 3 clusters Score -5335920 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 42623 members 
Entering Unmasked Estep 
Score: -5335970.500000 Penalty: 3480.491211
	Iteration 35Q: 3 clusters Score -5335970 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 42735 members 
Entering Unmasked Estep 
Score: -5336019.500000 Penalty: 3480.491211
	Iteration 36Q: 3 clusters Score -5336020 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 42835 members 
Entering Unmasked Estep 
Score: -5336046.000000 Penalty: 3480.491211
	Iteration 37Q: 3 clusters Score -5336046 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 42927 members 
Entering Unmasked Estep 
Score: -5336074.000000 Penalty: 3480.491211
	Iteration 38Q: 3 clusters Score -5336074 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 43017 members 
Entering Unmasked Estep 
Score: -5336116.000000 Penalty: 3480.491211
	Iteration 39Q: 3 clusters Score -5336116 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 43111 members 
Entering Unmasked Estep 
Score: -5336154.000000 Penalty: 3480.491211
	Iteration 40F: 3 clusters Score -5336154 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 43183 members 
Entering Unmasked Estep 
Score: -5336167.500000 Penalty: 3480.491211
	Iteration 41Q: 3 clusters Score -5336168 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 43240 members 
Entering Unmasked Estep 
Score: -5336197.000000 Penalty: 3480.491211
	Iteration 42Q: 3 clusters Score -5336197 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 43300 members 
Entering Unmasked Estep 
Score: -5336216.500000 Penalty: 3480.491211
	Iteration 43Q: 3 clusters Score -5336216 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 43347 members 
Entering Unmasked Estep 
Score: -5336233.000000 Penalty: 3480.491211
	Iteration 44Q: 3 clusters Score -5336233 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 43396 members 
Entering Unmasked Estep 
Score: -5336238.000000 Penalty: 3480.491211
	Iteration 45Q: 3 clusters Score -5336238 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 43433 members 
Entering Unmasked Estep 
Score: -5336257.500000 Penalty: 3480.491211
	Iteration 46Q: 3 clusters Score -5336258 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 43477 members 
Entering Unmasked Estep 
Score: -5336286.000000 Penalty: 3480.491211
	Iteration 47Q: 3 clusters Score -5336286 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 43525 members 
Entering Unmasked Estep 
Score: -5336296.000000 Penalty: 3480.491211
	Iteration 48Q: 3 clusters Score -5336296 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 43564 members 
Entering Unmasked Estep 
Score: -5336322.500000 Penalty: 3480.491211
	Iteration 49Q: 3 clusters Score -5336322 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 43606 members 
Entering Unmasked Estep 
Score: -5336341.000000 Penalty: 3480.491211
	Iteration 50Q: 3 clusters Score -5336341 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 43636 members 
Entering Unmasked Estep 
Score: -5336346.000000 Penalty: 3480.491211
	Iteration 51Q: 3 clusters Score -5336346 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 43655 members 
Entering Unmasked Estep 
Score: -5336349.500000 Penalty: 3480.491211
	Iteration 52Q: 3 clusters Score -5336350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 43674 members 
Entering Unmasked Estep 
Score: -5336352.000000 Penalty: 3480.491211
	Iteration 53Q: 3 clusters Score -5336352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 43685 members 
Entering Unmasked Estep 
Score: -5336353.000000 Penalty: 3480.491211
	Iteration 54Q: 3 clusters Score -5336353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 43696 members 
Entering Unmasked Estep 
Score: -5336362.500000 Penalty: 3480.491211
	Iteration 55Q: 3 clusters Score -5336362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 43708 members 
Entering Unmasked Estep 
Score: -5336360.500000 Penalty: 3480.491211
	Iteration 56Q: 3 clusters Score -5336360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 43724 members 
Entering Unmasked Estep 
Score: -5336370.500000 Penalty: 3480.491211
	Iteration 57Q: 3 clusters Score -5336370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 43739 members 
Entering Unmasked Estep 
Score: -5336370.500000 Penalty: 3480.491211
	Iteration 58Q: 3 clusters Score -5336370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 43754 members 
Entering Unmasked Estep 
Score: -5336370.500000 Penalty: 3480.491211
	Iteration 59Q: 3 clusters Score -5336370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 43764 members 
Entering Unmasked Estep 
Score: -5336371.500000 Penalty: 3480.491211
	Iteration 60F: 3 clusters Score -5336372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 43769 members 
Entering Unmasked Estep 
Score: -5336383.000000 Penalty: 3480.491211
	Iteration 61Q: 3 clusters Score -5336383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 43776 members 
Entering Unmasked Estep 
Score: -5336384.000000 Penalty: 3480.491211
	Iteration 62Q: 3 clusters Score -5336384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 43786 members 
Entering Unmasked Estep 
Score: -5336395.000000 Penalty: 3480.491211
	Iteration 63Q: 3 clusters Score -5336395 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 43798 members 
Entering Unmasked Estep 
Score: -5336392.000000 Penalty: 3480.491211
	Iteration 64Q: 3 clusters Score -5336392 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 43814 members 
Entering Unmasked Estep 
Score: -5336397.000000 Penalty: 3480.491211
	Iteration 65Q: 3 clusters Score -5336397 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 43830 members 
Entering Unmasked Estep 
Score: -5336421.500000 Penalty: 3480.491211
	Iteration 66Q: 3 clusters Score -5336422 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 43852 members 
Entering Unmasked Estep 
Score: -5336433.000000 Penalty: 3480.491211
	Iteration 67Q: 3 clusters Score -5336433 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 43878 members 
Entering Unmasked Estep 
Score: -5336437.500000 Penalty: 3480.491211
	Iteration 68Q: 3 clusters Score -5336438 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 43904 members 
Entering Unmasked Estep 
Score: -5336444.500000 Penalty: 3480.491211
	Iteration 69Q: 3 clusters Score -5336444 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 43923 members 
Entering Unmasked Estep 
Score: -5336465.500000 Penalty: 3480.491211
	Iteration 70Q: 3 clusters Score -5336466 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 43946 members 
Entering Unmasked Estep 
Score: -5336475.500000 Penalty: 3480.491211
	Iteration 71Q: 3 clusters Score -5336476 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 43965 members 
Entering Unmasked Estep 
Score: -5336478.000000 Penalty: 3480.491211
	Iteration 72Q: 3 clusters Score -5336478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 43974 members 
Entering Unmasked Estep 
Score: -5336482.000000 Penalty: 3480.491211
	Iteration 73Q: 3 clusters Score -5336482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 43982 members 
Entering Unmasked Estep 
Score: -5336486.500000 Penalty: 3480.491211
	Iteration 74Q: 3 clusters Score -5336486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 43990 members 
Entering Unmasked Estep 
Score: -5336485.000000 Penalty: 3480.491211
	Iteration 75Q: 3 clusters Score -5336485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 43996 members 
Entering Unmasked Estep 
Score: -5336483.000000 Penalty: 3480.491211
	Iteration 76Q: 3 clusters Score -5336483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 44001 members 
Entering Unmasked Estep 
Score: -5336486.000000 Penalty: 3480.491211
	Iteration 77Q: 3 clusters Score -5336486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 44009 members 
Entering Unmasked Estep 
Score: -5336492.000000 Penalty: 3480.491211
	Iteration 78Q: 3 clusters Score -5336492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 44019 members 
Entering Unmasked Estep 
Score: -5336496.500000 Penalty: 3480.491211
	Iteration 79Q: 3 clusters Score -5336496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 44023 members 
Entering Unmasked Estep 
Score: -5336504.000000 Penalty: 3480.491211
	Iteration 80F: 3 clusters Score -5336504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 44026 members 
Entering Unmasked Estep 
Score: -5336507.500000 Penalty: 3480.491211
	Iteration 81Q: 3 clusters Score -5336508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 44030 members 
Entering Unmasked Estep 
Score: -5336511.500000 Penalty: 3480.491211
	Iteration 82Q: 3 clusters Score -5336512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 44031 members 
Entering Unmasked Estep 
Score: -5336511.500000 Penalty: 3480.491211
	Iteration 83Q: 3 clusters Score -5336512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 44032 members 
Entering Unmasked Estep 
Score: -5336510.500000 Penalty: 3480.491211
	Iteration 84Q: 3 clusters Score -5336510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 44033 members 
Entering Unmasked Estep 
Score: -5336512.000000 Penalty: 3480.491211
	Iteration 85Q: 3 clusters Score -5336512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 44034 members 
Entering Unmasked Estep 
Score: -5336511.000000 Penalty: 3480.491211
	Iteration 86Q: 3 clusters Score -5336511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 44035 members 
Entering Unmasked Estep 
Score: -5336512.500000 Penalty: 3480.491211
	Iteration 87Q: 3 clusters Score -5336512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 44036 members 
Entering Unmasked Estep 
Score: -5336510.500000 Penalty: 3480.491211
	Iteration 88Q: 3 clusters Score -5336510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 44036 members 
Entering Unmasked Estep 
Score: -5336510.500000 Penalty: 3480.491211
	Iteration 89F: 3 clusters Score -5336510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -24003.251953 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -24003.25 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 154 members 
Entering Unmasked Estep 
Score: -23197.931641 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -23197.93 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -23346.900391 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -23346.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -23415.517578 Penalty: 1858.033936
	Iteration 2F: 3 clusters Score -23415.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -23440.654297 Penalty: 1858.033936
	Iteration 3Q: 3 clusters Score -23440.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -23446.544922 Penalty: 1858.033936
	Iteration 4Q: 3 clusters Score -23446.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -23448.500000 Penalty: 1858.033936
	Iteration 5Q: 3 clusters Score -23448.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -23451.841797 Penalty: 1858.033936
	Iteration 6Q: 3 clusters Score -23451.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -23453.378906 Penalty: 1858.033936
	Iteration 7Q: 3 clusters Score -23453.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -23453.378906 Penalty: 1858.033936
	Iteration 8F: 3 clusters Score -23453.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (104030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104030 members 
Entering Unmasked Estep 
Score: -12375740.000000 Penalty: 1877.270630
	Iteration 0F: 2 clusters Score -1.237574e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52174 members 
Mstep: Class 2 contains 51856 members 
Entering Unmasked Estep 
Score: -12308912.000000 Penalty: 3754.541260
	Iteration 0F: 3 clusters Score -1.230891e+07 nChanged 50128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54350 members 
Mstep: Class 2 contains 49680 members 
Entering Unmasked Estep 
Score: -12338851.000000 Penalty: 3754.541260
	Iteration 1F: 3 clusters Score -1.233885e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55490 members 
Mstep: Class 2 contains 48540 members 
Entering Unmasked Estep 
Score: -12340115.000000 Penalty: 3754.541260
	Iteration 2Q: 3 clusters Score -1.234012e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57214 members 
Mstep: Class 2 contains 46816 members 
Entering Unmasked Estep 
Score: -12342176.000000 Penalty: 3754.541260
	Iteration 3Q: 3 clusters Score -1.234218e+07 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59534 members 
Mstep: Class 2 contains 44496 members 
Entering Unmasked Estep 
Score: -12345379.000000 Penalty: 3754.541260
	Iteration 4F: 3 clusters Score -1.234538e+07 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62263 members 
Mstep: Class 2 contains 41767 members 
Entering Unmasked Estep 
Score: -12350574.000000 Penalty: 3754.541260
	Iteration 5F: 3 clusters Score -1.235057e+07 nChanged 7471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64586 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
Score: -12357357.000000 Penalty: 3754.541260
	Iteration 6F: 3 clusters Score -1.235736e+07 nChanged 7158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65904 members 
Mstep: Class 2 contains 38126 members 
Entering Unmasked Estep 
Score: -12363095.000000 Penalty: 3754.541260
	Iteration 7F: 3 clusters Score -1.23631e+07 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66403 members 
Mstep: Class 2 contains 37627 members 
Entering Unmasked Estep 
Score: -12366516.000000 Penalty: 3754.541260
	Iteration 8F: 3 clusters Score -1.236652e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66745 members 
Mstep: Class 2 contains 37285 members 
Entering Unmasked Estep 
Score: -12368423.000000 Penalty: 3754.541260
	Iteration 9Q: 3 clusters Score -1.236842e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67137 members 
Mstep: Class 2 contains 36893 members 
Entering Unmasked Estep 
Score: -12369929.000000 Penalty: 3754.541260
	Iteration 10Q: 3 clusters Score -1.236993e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67565 members 
Mstep: Class 2 contains 36465 members 
Entering Unmasked Estep 
Score: -12371263.000000 Penalty: 3754.541260
	Iteration 11Q: 3 clusters Score -1.237126e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68072 members 
Mstep: Class 2 contains 35958 members 
Entering Unmasked Estep 
Score: -12372383.000000 Penalty: 3754.541260
	Iteration 12Q: 3 clusters Score -1.237238e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68646 members 
Mstep: Class 2 contains 35384 members 
Entering Unmasked Estep 
Score: -12373215.000000 Penalty: 3754.541260
	Iteration 13Q: 3 clusters Score -1.237322e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69223 members 
Mstep: Class 2 contains 34807 members 
Entering Unmasked Estep 
Score: -12373729.000000 Penalty: 3754.541260
	Iteration 14Q: 3 clusters Score -1.237373e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69815 members 
Mstep: Class 2 contains 34215 members 
Entering Unmasked Estep 
Score: -12374074.000000 Penalty: 3754.541260
	Iteration 15Q: 3 clusters Score -1.237407e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70353 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -12374297.000000 Penalty: 3754.541260
	Iteration 16Q: 3 clusters Score -1.23743e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70852 members 
Mstep: Class 2 contains 33178 members 
Entering Unmasked Estep 
Score: -12374331.000000 Penalty: 3754.541260
	Iteration 17Q: 3 clusters Score -1.237433e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71325 members 
Mstep: Class 2 contains 32705 members 
Entering Unmasked Estep 
Score: -12374378.000000 Penalty: 3754.541260
	Iteration 18Q: 3 clusters Score -1.237438e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71778 members 
Mstep: Class 2 contains 32252 members 
Entering Unmasked Estep 
Score: -12374424.000000 Penalty: 3754.541260
	Iteration 19Q: 3 clusters Score -1.237442e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72250 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -12374496.000000 Penalty: 3754.541260
	Iteration 20F: 3 clusters Score -1.23745e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72713 members 
Mstep: Class 2 contains 31317 members 
Entering Unmasked Estep 
Score: -12374513.000000 Penalty: 3754.541260
	Iteration 21Q: 3 clusters Score -1.237451e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73129 members 
Mstep: Class 2 contains 30901 members 
Entering Unmasked Estep 
Score: -12374563.000000 Penalty: 3754.541260
	Iteration 22Q: 3 clusters Score -1.237456e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73557 members 
Mstep: Class 2 contains 30473 members 
Entering Unmasked Estep 
Score: -12374601.000000 Penalty: 3754.541260
	Iteration 23Q: 3 clusters Score -1.23746e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73975 members 
Mstep: Class 2 contains 30055 members 
Entering Unmasked Estep 
Score: -12374633.000000 Penalty: 3754.541260
	Iteration 24Q: 3 clusters Score -1.237463e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74455 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
Score: -12374690.000000 Penalty: 3754.541260
	Iteration 25Q: 3 clusters Score -1.237469e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74881 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -12374692.000000 Penalty: 3754.541260
	Iteration 26Q: 3 clusters Score -1.237469e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75344 members 
Mstep: Class 2 contains 28686 members 
Entering Unmasked Estep 
Score: -12374728.000000 Penalty: 3754.541260
	Iteration 27Q: 3 clusters Score -1.237473e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75820 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -12374798.000000 Penalty: 3754.541260
	Iteration 28Q: 3 clusters Score -1.23748e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76239 members 
Mstep: Class 2 contains 27791 members 
Entering Unmasked Estep 
Score: -12374835.000000 Penalty: 3754.541260
	Iteration 29Q: 3 clusters Score -1.237484e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76657 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -12374864.000000 Penalty: 3754.541260
	Iteration 30Q: 3 clusters Score -1.237486e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77054 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -12374850.000000 Penalty: 3754.541260
	Iteration 31Q: 3 clusters Score -1.237485e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77462 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -12374859.000000 Penalty: 3754.541260
	Iteration 32Q: 3 clusters Score -1.237486e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77872 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -12374902.000000 Penalty: 3754.541260
	Iteration 33Q: 3 clusters Score -1.23749e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78279 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -12374931.000000 Penalty: 3754.541260
	Iteration 34Q: 3 clusters Score -1.237493e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78697 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
Score: -12374985.000000 Penalty: 3754.541260
	Iteration 35Q: 3 clusters Score -1.237498e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79113 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -12375020.000000 Penalty: 3754.541260
	Iteration 36Q: 3 clusters Score -1.237502e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79542 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -12375107.000000 Penalty: 3754.541260
	Iteration 37Q: 3 clusters Score -1.237511e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79967 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -12375099.000000 Penalty: 3754.541260
	Iteration 38Q: 3 clusters Score -1.23751e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80355 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -12375074.000000 Penalty: 3754.541260
	Iteration 39Q: 3 clusters Score -1.237507e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80767 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -12375090.000000 Penalty: 3754.541260
	Iteration 40F: 3 clusters Score -1.237509e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81133 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -12375117.000000 Penalty: 3754.541260
	Iteration 41Q: 3 clusters Score -1.237512e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81498 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -12375108.000000 Penalty: 3754.541260
	Iteration 42Q: 3 clusters Score -1.237511e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81801 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -12375081.000000 Penalty: 3754.541260
	Iteration 43Q: 3 clusters Score -1.237508e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82144 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -12375087.000000 Penalty: 3754.541260
	Iteration 44Q: 3 clusters Score -1.237509e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82437 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -12375091.000000 Penalty: 3754.541260
	Iteration 45Q: 3 clusters Score -1.237509e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82710 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -12375108.000000 Penalty: 3754.541260
	Iteration 46Q: 3 clusters Score -1.237511e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82972 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -12375132.000000 Penalty: 3754.541260
	Iteration 47Q: 3 clusters Score -1.237513e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83197 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -12375132.000000 Penalty: 3754.541260
	Iteration 48Q: 3 clusters Score -1.237513e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83451 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -12375121.000000 Penalty: 3754.541260
	Iteration 49Q: 3 clusters Score -1.237512e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83656 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -12375126.000000 Penalty: 3754.541260
	Iteration 50Q: 3 clusters Score -1.237513e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83843 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -12375175.000000 Penalty: 3754.541260
	Iteration 51Q: 3 clusters Score -1.237518e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84016 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -12375175.000000 Penalty: 3754.541260
	Iteration 52Q: 3 clusters Score -1.237518e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84171 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -12375179.000000 Penalty: 3754.541260
	Iteration 53Q: 3 clusters Score -1.237518e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84311 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -12375214.000000 Penalty: 3754.541260
	Iteration 54Q: 3 clusters Score -1.237521e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84434 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -12375196.000000 Penalty: 3754.541260
	Iteration 55Q: 3 clusters Score -1.23752e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84542 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -12375226.000000 Penalty: 3754.541260
	Iteration 56Q: 3 clusters Score -1.237523e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84649 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -12375187.000000 Penalty: 3754.541260
	Iteration 57Q: 3 clusters Score -1.237519e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84751 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -12375205.000000 Penalty: 3754.541260
	Iteration 58Q: 3 clusters Score -1.23752e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84856 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -12375199.000000 Penalty: 3754.541260
	Iteration 59Q: 3 clusters Score -1.23752e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84959 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -12375189.000000 Penalty: 3754.541260
	Iteration 60F: 3 clusters Score -1.237519e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85065 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -12375175.000000 Penalty: 3754.541260
	Iteration 61Q: 3 clusters Score -1.237518e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85164 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -12375193.000000 Penalty: 3754.541260
	Iteration 62Q: 3 clusters Score -1.237519e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85260 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -12375199.000000 Penalty: 3754.541260
	Iteration 63Q: 3 clusters Score -1.23752e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85362 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -12375176.000000 Penalty: 3754.541260
	Iteration 64Q: 3 clusters Score -1.237518e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85461 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -12375180.000000 Penalty: 3754.541260
	Iteration 65Q: 3 clusters Score -1.237518e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85548 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -12375175.000000 Penalty: 3754.541260
	Iteration 66Q: 3 clusters Score -1.237518e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85605 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -12375174.000000 Penalty: 3754.541260
	Iteration 67Q: 3 clusters Score -1.237517e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85658 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -12375161.000000 Penalty: 3754.541260
	Iteration 68Q: 3 clusters Score -1.237516e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85705 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -12375162.000000 Penalty: 3754.541260
	Iteration 69Q: 3 clusters Score -1.237516e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85752 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -12375153.000000 Penalty: 3754.541260
	Iteration 70Q: 3 clusters Score -1.237515e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85809 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -12375149.000000 Penalty: 3754.541260
	Iteration 71Q: 3 clusters Score -1.237515e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85857 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -12375129.000000 Penalty: 3754.541260
	Iteration 72Q: 3 clusters Score -1.237513e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85893 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -12375103.000000 Penalty: 3754.541260
	Iteration 73Q: 3 clusters Score -1.23751e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85927 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -12375111.000000 Penalty: 3754.541260
	Iteration 74Q: 3 clusters Score -1.237511e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85957 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -12375109.000000 Penalty: 3754.541260
	Iteration 75Q: 3 clusters Score -1.237511e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85989 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -12375106.000000 Penalty: 3754.541260
	Iteration 76Q: 3 clusters Score -1.237511e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86027 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -12375096.000000 Penalty: 3754.541260
	Iteration 77Q: 3 clusters Score -1.23751e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86047 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -12375101.000000 Penalty: 3754.541260
	Iteration 78Q: 3 clusters Score -1.23751e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86066 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -12375103.000000 Penalty: 3754.541260
	Iteration 79Q: 3 clusters Score -1.23751e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86084 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -12375115.000000 Penalty: 3754.541260
	Iteration 80F: 3 clusters Score -1.237512e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86087 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -12375112.000000 Penalty: 3754.541260
	Iteration 81Q: 3 clusters Score -1.237511e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86090 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -12375119.000000 Penalty: 3754.541260
	Iteration 82Q: 3 clusters Score -1.237512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86092 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -12375111.000000 Penalty: 3754.541260
	Iteration 83Q: 3 clusters Score -1.237511e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86094 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -12375121.000000 Penalty: 3754.541260
	Iteration 84Q: 3 clusters Score -1.237512e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86095 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -12375122.000000 Penalty: 3754.541260
	Iteration 85Q: 3 clusters Score -1.237512e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86095 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -12375122.000000 Penalty: 3754.541260
	Iteration 86F: 3 clusters Score -1.237512e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (121856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121856 members 
Entering Unmasked Estep 
Score: -14453210.000000 Penalty: 1902.971680
	Iteration 0F: 2 clusters Score -1.445321e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61222 members 
Mstep: Class 2 contains 60634 members 
Entering Unmasked Estep 
Score: -14380284.000000 Penalty: 3805.943359
	Iteration 0F: 3 clusters Score -1.438028e+07 nChanged 58549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66253 members 
Mstep: Class 2 contains 55603 members 
Entering Unmasked Estep 
Score: -14415867.000000 Penalty: 3805.943359
	Iteration 1F: 3 clusters Score -1.441587e+07 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67967 members 
Mstep: Class 2 contains 53889 members 
Entering Unmasked Estep 
Score: -14418142.000000 Penalty: 3805.943359
	Iteration 2Q: 3 clusters Score -1.441814e+07 nChanged 6532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69677 members 
Mstep: Class 2 contains 52179 members 
Entering Unmasked Estep 
Score: -14422008.000000 Penalty: 3805.943359
	Iteration 3F: 3 clusters Score -1.442201e+07 nChanged 7993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70916 members 
Mstep: Class 2 contains 50940 members 
Entering Unmasked Estep 
Score: -14428730.000000 Penalty: 3805.943359
	Iteration 4F: 3 clusters Score -1.442873e+07 nChanged 9589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70893 members 
Mstep: Class 2 contains 50963 members 
Entering Unmasked Estep 
Score: -14438505.000000 Penalty: 3805.943359
	Iteration 5F: 3 clusters Score -1.44385e+07 nChanged 9250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69385 members 
Mstep: Class 2 contains 52471 members 
Entering Unmasked Estep 
Score: -14445506.000000 Penalty: 3805.943359
	Iteration 6F: 3 clusters Score -1.444551e+07 nChanged 6265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67344 members 
Mstep: Class 2 contains 54512 members 
Entering Unmasked Estep 
Score: -14448435.000000 Penalty: 3805.943359
	Iteration 7F: 3 clusters Score -1.444844e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64929 members 
Mstep: Class 2 contains 56927 members 
Entering Unmasked Estep 
Score: -14450230.000000 Penalty: 3805.943359
	Iteration 8Q: 3 clusters Score -1.445023e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62330 members 
Mstep: Class 2 contains 59526 members 
Entering Unmasked Estep 
Score: -14451587.000000 Penalty: 3805.943359
	Iteration 9Q: 3 clusters Score -1.445159e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59277 members 
Mstep: Class 2 contains 62579 members 
Entering Unmasked Estep 
Score: -14452962.000000 Penalty: 3805.943359
	Iteration 10Q: 3 clusters Score -1.445296e+07 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56144 members 
Mstep: Class 2 contains 65712 members 
Entering Unmasked Estep 
Score: -14454196.000000 Penalty: 3805.943359
	Iteration 11Q: 3 clusters Score -1.44542e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53147 members 
Mstep: Class 2 contains 68709 members 
Entering Unmasked Estep 
Score: -14455048.000000 Penalty: 3805.943359
	Iteration 12Q: 3 clusters Score -1.445505e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50194 members 
Mstep: Class 2 contains 71662 members 
Entering Unmasked Estep 
Score: -14455652.000000 Penalty: 3805.943359
	Iteration 13Q: 3 clusters Score -1.445565e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47325 members 
Mstep: Class 2 contains 74531 members 
Entering Unmasked Estep 
Score: -14455988.000000 Penalty: 3805.943359
	Iteration 14Q: 3 clusters Score -1.445599e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44833 members 
Mstep: Class 2 contains 77023 members 
Entering Unmasked Estep 
Score: -14456220.000000 Penalty: 3805.943359
	Iteration 15Q: 3 clusters Score -1.445622e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42768 members 
Mstep: Class 2 contains 79088 members 
Entering Unmasked Estep 
Score: -14456269.000000 Penalty: 3805.943359
	Iteration 16Q: 3 clusters Score -1.445627e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40924 members 
Mstep: Class 2 contains 80932 members 
Entering Unmasked Estep 
Score: -14456388.000000 Penalty: 3805.943359
	Iteration 17Q: 3 clusters Score -1.445639e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39473 members 
Mstep: Class 2 contains 82383 members 
Entering Unmasked Estep 
Score: -14456675.000000 Penalty: 3805.943359
	Iteration 18Q: 3 clusters Score -1.445668e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 83579 members 
Entering Unmasked Estep 
Score: -14457011.000000 Penalty: 3805.943359
	Iteration 19Q: 3 clusters Score -1.445701e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37535 members 
Mstep: Class 2 contains 84321 members 
Entering Unmasked Estep 
Score: -14457191.000000 Penalty: 3805.943359
	Iteration 20F: 3 clusters Score -1.445719e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36893 members 
Mstep: Class 2 contains 84963 members 
Entering Unmasked Estep 
Score: -14457347.000000 Penalty: 3805.943359
	Iteration 21Q: 3 clusters Score -1.445735e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36492 members 
Mstep: Class 2 contains 85364 members 
Entering Unmasked Estep 
Score: -14457396.000000 Penalty: 3805.943359
	Iteration 22Q: 3 clusters Score -1.44574e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36217 members 
Mstep: Class 2 contains 85639 members 
Entering Unmasked Estep 
Score: -14457471.000000 Penalty: 3805.943359
	Iteration 23Q: 3 clusters Score -1.445747e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 85824 members 
Entering Unmasked Estep 
Score: -14457452.000000 Penalty: 3805.943359
	Iteration 24Q: 3 clusters Score -1.445745e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35847 members 
Mstep: Class 2 contains 86009 members 
Entering Unmasked Estep 
Score: -14457422.000000 Penalty: 3805.943359
	Iteration 25Q: 3 clusters Score -1.445742e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35734 members 
Mstep: Class 2 contains 86122 members 
Entering Unmasked Estep 
Score: -14457420.000000 Penalty: 3805.943359
	Iteration 26Q: 3 clusters Score -1.445742e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35610 members 
Mstep: Class 2 contains 86246 members 
Entering Unmasked Estep 
Score: -14457443.000000 Penalty: 3805.943359
	Iteration 27Q: 3 clusters Score -1.445744e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35578 members 
Mstep: Class 2 contains 86278 members 
Entering Unmasked Estep 
Score: -14457449.000000 Penalty: 3805.943359
	Iteration 28Q: 3 clusters Score -1.445745e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35540 members 
Mstep: Class 2 contains 86316 members 
Entering Unmasked Estep 
Score: -14457459.000000 Penalty: 3805.943359
	Iteration 29Q: 3 clusters Score -1.445746e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35515 members 
Mstep: Class 2 contains 86341 members 
Entering Unmasked Estep 
Score: -14457468.000000 Penalty: 3805.943359
	Iteration 30Q: 3 clusters Score -1.445747e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35458 members 
Mstep: Class 2 contains 86398 members 
Entering Unmasked Estep 
Score: -14457451.000000 Penalty: 3805.943359
	Iteration 31Q: 3 clusters Score -1.445745e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35421 members 
Mstep: Class 2 contains 86435 members 
Entering Unmasked Estep 
Score: -14457455.000000 Penalty: 3805.943359
	Iteration 32Q: 3 clusters Score -1.445746e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35415 members 
Mstep: Class 2 contains 86441 members 
Entering Unmasked Estep 
Score: -14457465.000000 Penalty: 3805.943359
	Iteration 33Q: 3 clusters Score -1.445746e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35414 members 
Mstep: Class 2 contains 86442 members 
Entering Unmasked Estep 
Score: -14457471.000000 Penalty: 3805.943359
	Iteration 34Q: 3 clusters Score -1.445747e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 86472 members 
Entering Unmasked Estep 
Score: -14457476.000000 Penalty: 3805.943359
	Iteration 35Q: 3 clusters Score -1.445748e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35361 members 
Mstep: Class 2 contains 86495 members 
Entering Unmasked Estep 
Score: -14457470.000000 Penalty: 3805.943359
	Iteration 36Q: 3 clusters Score -1.445747e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35349 members 
Mstep: Class 2 contains 86507 members 
Entering Unmasked Estep 
Score: -14457451.000000 Penalty: 3805.943359
	Iteration 37Q: 3 clusters Score -1.445745e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35313 members 
Mstep: Class 2 contains 86543 members 
Entering Unmasked Estep 
Score: -14457428.000000 Penalty: 3805.943359
	Iteration 38Q: 3 clusters Score -1.445743e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35295 members 
Mstep: Class 2 contains 86561 members 
Entering Unmasked Estep 
Score: -14457435.000000 Penalty: 3805.943359
	Iteration 39Q: 3 clusters Score -1.445744e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 86558 members 
Entering Unmasked Estep 
Score: -14457432.000000 Penalty: 3805.943359
	Iteration 40F: 3 clusters Score -1.445743e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35296 members 
Mstep: Class 2 contains 86560 members 
Entering Unmasked Estep 
Score: -14457435.000000 Penalty: 3805.943359
	Iteration 41Q: 3 clusters Score -1.445744e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35286 members 
Mstep: Class 2 contains 86570 members 
Entering Unmasked Estep 
Score: -14457435.000000 Penalty: 3805.943359
	Iteration 42Q: 3 clusters Score -1.445744e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35292 members 
Mstep: Class 2 contains 86564 members 
Entering Unmasked Estep 
Score: -14457429.000000 Penalty: 3805.943359
	Iteration 43Q: 3 clusters Score -1.445743e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35300 members 
Mstep: Class 2 contains 86556 members 
Entering Unmasked Estep 
Score: -14457437.000000 Penalty: 3805.943359
	Iteration 44Q: 3 clusters Score -1.445744e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35312 members 
Mstep: Class 2 contains 86544 members 
Entering Unmasked Estep 
Score: -14457435.000000 Penalty: 3805.943359
	Iteration 45Q: 3 clusters Score -1.445744e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35318 members 
Mstep: Class 2 contains 86538 members 
Entering Unmasked Estep 
Score: -14457422.000000 Penalty: 3805.943359
	Iteration 46Q: 3 clusters Score -1.445742e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35321 members 
Mstep: Class 2 contains 86535 members 
Entering Unmasked Estep 
Score: -14457427.000000 Penalty: 3805.943359
	Iteration 47Q: 3 clusters Score -1.445743e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35326 members 
Mstep: Class 2 contains 86530 members 
Entering Unmasked Estep 
Score: -14457426.000000 Penalty: 3805.943359
	Iteration 48Q: 3 clusters Score -1.445743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35329 members 
Mstep: Class 2 contains 86527 members 
Entering Unmasked Estep 
Score: -14457429.000000 Penalty: 3805.943359
	Iteration 49Q: 3 clusters Score -1.445743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35331 members 
Mstep: Class 2 contains 86525 members 
Entering Unmasked Estep 
Score: -14457414.000000 Penalty: 3805.943359
	Iteration 50Q: 3 clusters Score -1.445741e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35328 members 
Mstep: Class 2 contains 86528 members 
Entering Unmasked Estep 
Score: -14457412.000000 Penalty: 3805.943359
	Iteration 51Q: 3 clusters Score -1.445741e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35324 members 
Mstep: Class 2 contains 86532 members 
Entering Unmasked Estep 
Score: -14457411.000000 Penalty: 3805.943359
	Iteration 52Q: 3 clusters Score -1.445741e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35323 members 
Mstep: Class 2 contains 86533 members 
Entering Unmasked Estep 
Score: -14457427.000000 Penalty: 3805.943359
	Iteration 53Q: 3 clusters Score -1.445743e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35327 members 
Mstep: Class 2 contains 86529 members 
Entering Unmasked Estep 
Score: -14457424.000000 Penalty: 3805.943359
	Iteration 54Q: 3 clusters Score -1.445742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 86526 members 
Entering Unmasked Estep 
Score: -14457423.000000 Penalty: 3805.943359
	Iteration 55Q: 3 clusters Score -1.445742e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 86526 members 
Entering Unmasked Estep 
Score: -14457423.000000 Penalty: 3805.943359
	Iteration 56F: 3 clusters Score -1.445742e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 26146 members 
Mstep: Class 3 contains 3614 members 
Mstep: Class 4 contains 19083 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 91207 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192008 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 29451 members 
Mstep: Class 13 contains 36888 members 
Mstep: Class 14 contains 11934 members 
Mstep: Class 15 contains 4373 members 
Mstep: Class 16 contains 98416 members 
Mstep: Class 17 contains 10390 members 
Mstep: Class 18 contains 8805 members 
Mstep: Class 19 contains 22502 members 
Mstep: Class 20 contains 1460 members 
Mstep: Class 21 contains 31781 members 
Mstep: Class 22 contains 38286 members 
Mstep: Class 23 contains 45164 members 
Mstep: Class 24 contains 13395 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12830 members 
Mstep: Class 29 contains 31478 members 
Mstep: Class 30 contains 3834 members 
Mstep: Class 31 contains 8454 members 
Mstep: Class 32 contains 7525 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 84061 members 
Mstep: Class 35 contains 89320 members 
Mstep: Class 36 contains 76817 members 
Mstep: Class 37 contains 14669 members 
Mstep: Class 38 contains 79729 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 90714 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 74227 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 16834 members 
Mstep: Class 48 contains 51189 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 106190 members 
Mstep: Class 51 contains 44766 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 104030 members 
Mstep: Class 54 contains 35330 members 
Mstep: Class 55 contains 86526 members 
Entering Unmasked Estep 
Score: -194688832.000000 Penalty: 128338.117188
Splitting cluster 54 changes total score from -194683984.000000 to -194688832.000000
So it's getting split into cluster 55.
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 26146 members 
Mstep: Class 3 contains 3614 members 
Mstep: Class 4 contains 19083 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 91207 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192008 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 29451 members 
Mstep: Class 13 contains 36888 members 
Mstep: Class 14 contains 11934 members 
Mstep: Class 15 contains 4373 members 
Mstep: Class 16 contains 98416 members 
Mstep: Class 17 contains 10390 members 
Mstep: Class 18 contains 8805 members 
Mstep: Class 19 contains 22502 members 
Mstep: Class 20 contains 1460 members 
Mstep: Class 21 contains 31781 members 
Mstep: Class 22 contains 38286 members 
Mstep: Class 23 contains 45164 members 
Mstep: Class 24 contains 13395 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12830 members 
Mstep: Class 29 contains 31478 members 
Mstep: Class 30 contains 3834 members 
Mstep: Class 31 contains 8454 members 
Mstep: Class 32 contains 7525 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 84061 members 
Mstep: Class 35 contains 89320 members 
Mstep: Class 36 contains 76817 members 
Mstep: Class 37 contains 14669 members 
Mstep: Class 38 contains 79729 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 90714 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 74227 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 16834 members 
Mstep: Class 48 contains 51189 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 106190 members 
Mstep: Class 51 contains 44766 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 104030 members 
Mstep: Class 54 contains 35330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194691664.000000 Penalty: 128338.117188
Iteration 279Q: 56 clusters Score -1.946917e+08 nChanged 15682
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 26606 members 
Mstep: Class 3 contains 3615 members 
Mstep: Class 4 contains 19080 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 91261 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192014 members 
Mstep: Class 11 contains 10955 members 
Mstep: Class 12 contains 29453 members 
Mstep: Class 13 contains 36887 members 
Mstep: Class 14 contains 11921 members 
Mstep: Class 15 contains 4374 members 
Mstep: Class 16 contains 98187 members 
Mstep: Class 17 contains 10406 members 
Mstep: Class 18 contains 8795 members 
Mstep: Class 19 contains 22493 members 
Mstep: Class 20 contains 1460 members 
Mstep: Class 21 contains 31780 members 
Mstep: Class 22 contains 38215 members 
Mstep: Class 23 contains 44254 members 
Mstep: Class 24 contains 13402 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12830 members 
Mstep: Class 29 contains 31410 members 
Mstep: Class 30 contains 3835 members 
Mstep: Class 31 contains 8425 members 
Mstep: Class 32 contains 7525 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 83966 members 
Mstep: Class 35 contains 89977 members 
Mstep: Class 36 contains 75867 members 
Mstep: Class 37 contains 14670 members 
Mstep: Class 38 contains 79725 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 91400 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 74354 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 16607 members 
Mstep: Class 48 contains 51712 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 106481 members 
Mstep: Class 51 contains 44454 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 103872 members 
Mstep: Class 54 contains 36846 members 
Mstep: Class 55 contains 85269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194693936.000000 Penalty: 128338.117188
Iteration 280F: 56 clusters Score -1.946939e+08 nChanged 15845
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 27108 members 
Mstep: Class 3 contains 3618 members 
Mstep: Class 4 contains 19073 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 91039 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192018 members 
Mstep: Class 11 contains 10962 members 
Mstep: Class 12 contains 29457 members 
Mstep: Class 13 contains 36856 members 
Mstep: Class 14 contains 11902 members 
Mstep: Class 15 contains 4374 members 
Mstep: Class 16 contains 97674 members 
Mstep: Class 17 contains 10412 members 
Mstep: Class 18 contains 8788 members 
Mstep: Class 19 contains 22487 members 
Mstep: Class 20 contains 1460 members 
Mstep: Class 21 contains 31773 members 
Mstep: Class 22 contains 38138 members 
Mstep: Class 23 contains 43271 members 
Mstep: Class 24 contains 13412 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12831 members 
Mstep: Class 29 contains 31347 members 
Mstep: Class 30 contains 3835 members 
Mstep: Class 31 contains 8404 members 
Mstep: Class 32 contains 7526 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 83645 members 
Mstep: Class 35 contains 90222 members 
Mstep: Class 36 contains 74904 members 
Mstep: Class 37 contains 14631 members 
Mstep: Class 38 contains 79709 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 90625 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 73876 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 16400 members 
Mstep: Class 48 contains 52380 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 106509 members 
Mstep: Class 51 contains 45549 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 103288 members 
Mstep: Class 54 contains 37520 members 
Mstep: Class 55 contains 87360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696272.000000 Penalty: 128338.117188
Iteration 281Q: 56 clusters Score -1.946963e+08 nChanged 13479
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 27587 members 
Mstep: Class 3 contains 3618 members 
Mstep: Class 4 contains 19071 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 90843 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192006 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 29458 members 
Mstep: Class 13 contains 36839 members 
Mstep: Class 14 contains 11872 members 
Mstep: Class 15 contains 4374 members 
Mstep: Class 16 contains 97215 members 
Mstep: Class 17 contains 10414 members 
Mstep: Class 18 contains 8786 members 
Mstep: Class 19 contains 22473 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 31766 members 
Mstep: Class 22 contains 38062 members 
Mstep: Class 23 contains 42413 members 
Mstep: Class 24 contains 13417 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12831 members 
Mstep: Class 29 contains 31348 members 
Mstep: Class 30 contains 3835 members 
Mstep: Class 31 contains 8376 members 
Mstep: Class 32 contains 7526 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 83419 members 
Mstep: Class 35 contains 90259 members 
Mstep: Class 36 contains 73892 members 
Mstep: Class 37 contains 14584 members 
Mstep: Class 38 contains 79712 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 90032 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 73413 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 16267 members 
Mstep: Class 48 contains 52668 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 106606 members 
Mstep: Class 51 contains 46490 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 102850 members 
Mstep: Class 54 contains 38343 members 
Mstep: Class 55 contains 89302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697616.000000 Penalty: 128338.117188
Iteration 282Q: 56 clusters Score -1.946976e+08 nChanged 13328
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 28035 members 
Mstep: Class 3 contains 3629 members 
Mstep: Class 4 contains 19063 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 90656 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192001 members 
Mstep: Class 11 contains 10960 members 
Mstep: Class 12 contains 29459 members 
Mstep: Class 13 contains 36824 members 
Mstep: Class 14 contains 11835 members 
Mstep: Class 15 contains 4373 members 
Mstep: Class 16 contains 96850 members 
Mstep: Class 17 contains 10414 members 
Mstep: Class 18 contains 8772 members 
Mstep: Class 19 contains 22467 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 31759 members 
Mstep: Class 22 contains 37961 members 
Mstep: Class 23 contains 41632 members 
Mstep: Class 24 contains 13429 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12831 members 
Mstep: Class 29 contains 31359 members 
Mstep: Class 30 contains 3835 members 
Mstep: Class 31 contains 8337 members 
Mstep: Class 32 contains 7526 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 83222 members 
Mstep: Class 35 contains 90018 members 
Mstep: Class 36 contains 72849 members 
Mstep: Class 37 contains 14541 members 
Mstep: Class 38 contains 79710 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 823 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 89302 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 72878 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 16144 members 
Mstep: Class 48 contains 52632 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 106674 members 
Mstep: Class 51 contains 47582 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 102553 members 
Mstep: Class 54 contains 39438 members 
Mstep: Class 55 contains 91373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194698624.000000 Penalty: 128338.117188
Iteration 283Q: 56 clusters Score -1.946986e+08 nChanged 14178
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 28438 members 
Mstep: Class 3 contains 3628 members 
Mstep: Class 4 contains 19061 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 90454 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192004 members 
Mstep: Class 11 contains 10968 members 
Mstep: Class 12 contains 29459 members 
Mstep: Class 13 contains 36787 members 
Mstep: Class 14 contains 11799 members 
Mstep: Class 15 contains 4374 members 
Mstep: Class 16 contains 96422 members 
Mstep: Class 17 contains 10414 members 
Mstep: Class 18 contains 8768 members 
Mstep: Class 19 contains 22464 members 
Mstep: Class 20 contains 1458 members 
Mstep: Class 21 contains 31753 members 
Mstep: Class 22 contains 37822 members 
Mstep: Class 23 contains 40891 members 
Mstep: Class 24 contains 13434 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12830 members 
Mstep: Class 29 contains 31368 members 
Mstep: Class 30 contains 3836 members 
Mstep: Class 31 contains 8301 members 
Mstep: Class 32 contains 7527 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 83054 members 
Mstep: Class 35 contains 89615 members 
Mstep: Class 36 contains 71732 members 
Mstep: Class 37 contains 14495 members 
Mstep: Class 38 contains 79700 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 823 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 88324 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 72321 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 16037 members 
Mstep: Class 48 contains 52318 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 106848 members 
Mstep: Class 51 contains 48798 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 102367 members 
Mstep: Class 54 contains 40853 members 
Mstep: Class 55 contains 93660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194699424.000000 Penalty: 128338.117188
Iteration 284Q: 56 clusters Score -1.946994e+08 nChanged 14899
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 28815 members 
Mstep: Class 3 contains 3620 members 
Mstep: Class 4 contains 19056 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 90264 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192006 members 
Mstep: Class 11 contains 10961 members 
Mstep: Class 12 contains 29463 members 
Mstep: Class 13 contains 36752 members 
Mstep: Class 14 contains 11783 members 
Mstep: Class 15 contains 4374 members 
Mstep: Class 16 contains 95924 members 
Mstep: Class 17 contains 10409 members 
Mstep: Class 18 contains 8768 members 
Mstep: Class 19 contains 22455 members 
Mstep: Class 20 contains 1458 members 
Mstep: Class 21 contains 31745 members 
Mstep: Class 22 contains 37692 members 
Mstep: Class 23 contains 40222 members 
Mstep: Class 24 contains 13444 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12828 members 
Mstep: Class 29 contains 31354 members 
Mstep: Class 30 contains 3836 members 
Mstep: Class 31 contains 8254 members 
Mstep: Class 32 contains 7528 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82887 members 
Mstep: Class 35 contains 89020 members 
Mstep: Class 36 contains 70613 members 
Mstep: Class 37 contains 14444 members 
Mstep: Class 38 contains 79693 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 823 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 87105 members 
Mstep: Class 43 contains 1008 members 
Mstep: Class 44 contains 71765 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 15938 members 
Mstep: Class 48 contains 51835 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 106984 members 
Mstep: Class 51 contains 50084 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 102252 members 
Mstep: Class 54 contains 42497 members 
Mstep: Class 55 contains 96253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194698592.000000 Penalty: 128338.117188
Iteration 285Q: 56 clusters Score -1.946986e+08 nChanged 15292
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 29187 members 
Mstep: Class 3 contains 3614 members 
Mstep: Class 4 contains 19057 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 90089 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 191994 members 
Mstep: Class 11 contains 10962 members 
Mstep: Class 12 contains 29459 members 
Mstep: Class 13 contains 36707 members 
Mstep: Class 14 contains 11760 members 
Mstep: Class 15 contains 4374 members 
Mstep: Class 16 contains 95530 members 
Mstep: Class 17 contains 10404 members 
Mstep: Class 18 contains 8759 members 
Mstep: Class 19 contains 22446 members 
Mstep: Class 20 contains 1458 members 
Mstep: Class 21 contains 31745 members 
Mstep: Class 22 contains 37542 members 
Mstep: Class 23 contains 39682 members 
Mstep: Class 24 contains 13454 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12827 members 
Mstep: Class 29 contains 31353 members 
Mstep: Class 30 contains 3833 members 
Mstep: Class 31 contains 8218 members 
Mstep: Class 32 contains 7529 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82725 members 
Mstep: Class 35 contains 88388 members 
Mstep: Class 36 contains 69413 members 
Mstep: Class 37 contains 14383 members 
Mstep: Class 38 contains 79686 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 823 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 85688 members 
Mstep: Class 43 contains 1008 members 
Mstep: Class 44 contains 71215 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 15815 members 
Mstep: Class 48 contains 51218 members 
Mstep: Class 49 contains 805 members 
Mstep: Class 50 contains 107133 members 
Mstep: Class 51 contains 51403 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 102142 members 
Mstep: Class 54 contains 44283 members 
Mstep: Class 55 contains 98906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194699184.000000 Penalty: 128338.117188
Iteration 286Q: 56 clusters Score -1.946992e+08 nChanged 16145
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 29598 members 
Mstep: Class 3 contains 3608 members 
Mstep: Class 4 contains 19056 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 89926 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 191985 members 
Mstep: Class 11 contains 10953 members 
Mstep: Class 12 contains 29461 members 
Mstep: Class 13 contains 36679 members 
Mstep: Class 14 contains 11748 members 
Mstep: Class 15 contains 4373 members 
Mstep: Class 16 contains 95111 members 
Mstep: Class 17 contains 10406 members 
Mstep: Class 18 contains 8755 members 
Mstep: Class 19 contains 22434 members 
Mstep: Class 20 contains 1458 members 
Mstep: Class 21 contains 31745 members 
Mstep: Class 22 contains 37358 members 
Mstep: Class 23 contains 39175 members 
Mstep: Class 24 contains 13460 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12825 members 
Mstep: Class 29 contains 31343 members 
Mstep: Class 30 contains 3833 members 
Mstep: Class 31 contains 8184 members 
Mstep: Class 32 contains 7530 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82645 members 
Mstep: Class 35 contains 87666 members 
Mstep: Class 36 contains 68186 members 
Mstep: Class 37 contains 14302 members 
Mstep: Class 38 contains 79676 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 823 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 83921 members 
Mstep: Class 43 contains 1008 members 
Mstep: Class 44 contains 70714 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 15646 members 
Mstep: Class 48 contains 50468 members 
Mstep: Class 49 contains 804 members 
Mstep: Class 50 contains 107338 members 
Mstep: Class 51 contains 52637 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 102055 members 
Mstep: Class 54 contains 46385 members 
Mstep: Class 55 contains 101739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194698592.000000 Penalty: 128338.117188
Iteration 287Q: 56 clusters Score -1.946986e+08 nChanged 17334
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 29983 members 
Mstep: Class 3 contains 3599 members 
Mstep: Class 4 contains 19052 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 89836 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 191973 members 
Mstep: Class 11 contains 10940 members 
Mstep: Class 12 contains 29459 members 
Mstep: Class 13 contains 36661 members 
Mstep: Class 14 contains 11741 members 
Mstep: Class 15 contains 4374 members 
Mstep: Class 16 contains 94586 members 
Mstep: Class 17 contains 10395 members 
Mstep: Class 18 contains 8762 members 
Mstep: Class 19 contains 22427 members 
Mstep: Class 20 contains 1458 members 
Mstep: Class 21 contains 31744 members 
Mstep: Class 22 contains 37181 members 
Mstep: Class 23 contains 38740 members 
Mstep: Class 24 contains 13470 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12824 members 
Mstep: Class 29 contains 31330 members 
Mstep: Class 30 contains 3832 members 
Mstep: Class 31 contains 8160 members 
Mstep: Class 32 contains 7529 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82579 members 
Mstep: Class 35 contains 86634 members 
Mstep: Class 36 contains 66863 members 
Mstep: Class 37 contains 14217 members 
Mstep: Class 38 contains 79663 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 823 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 82009 members 
Mstep: Class 43 contains 1008 members 
Mstep: Class 44 contains 70240 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 15414 members 
Mstep: Class 48 contains 49409 members 
Mstep: Class 49 contains 804 members 
Mstep: Class 50 contains 107587 members 
Mstep: Class 51 contains 53866 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 101913 members 
Mstep: Class 54 contains 48640 members 
Mstep: Class 55 contains 105292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194698064.000000 Penalty: 128338.117188
Iteration 288Q: 56 clusters Score -1.946981e+08 nChanged 18377
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 30385 members 
Mstep: Class 3 contains 3598 members 
Mstep: Class 4 contains 19045 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 89788 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 191969 members 
Mstep: Class 11 contains 10919 members 
Mstep: Class 12 contains 29458 members 
Mstep: Class 13 contains 36659 members 
Mstep: Class 14 contains 11742 members 
Mstep: Class 15 contains 4374 members 
Mstep: Class 16 contains 94130 members 
Mstep: Class 17 contains 10388 members 
Mstep: Class 18 contains 8759 members 
Mstep: Class 19 contains 22419 members 
Mstep: Class 20 contains 1458 members 
Mstep: Class 21 contains 31739 members 
Mstep: Class 22 contains 37057 members 
Mstep: Class 23 contains 38337 members 
Mstep: Class 24 contains 13470 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12825 members 
Mstep: Class 29 contains 31287 members 
Mstep: Class 30 contains 3833 members 
Mstep: Class 31 contains 8141 members 
Mstep: Class 32 contains 7529 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82554 members 
Mstep: Class 35 contains 85566 members 
Mstep: Class 36 contains 65577 members 
Mstep: Class 37 contains 14112 members 
Mstep: Class 38 contains 79651 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 823 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 79866 members 
Mstep: Class 43 contains 1008 members 
Mstep: Class 44 contains 69788 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 15127 members 
Mstep: Class 48 contains 48204 members 
Mstep: Class 49 contains 804 members 
Mstep: Class 50 contains 107686 members 
Mstep: Class 51 contains 54781 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 101808 members 
Mstep: Class 54 contains 51341 members 
Mstep: Class 55 contains 109012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697568.000000 Penalty: 128338.117188
Iteration 289Q: 56 clusters Score -1.946976e+08 nChanged 18980
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 30752 members 
Mstep: Class 3 contains 3600 members 
Mstep: Class 4 contains 19048 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 89756 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 191978 members 
Mstep: Class 11 contains 10902 members 
Mstep: Class 12 contains 29459 members 
Mstep: Class 13 contains 36643 members 
Mstep: Class 14 contains 11736 members 
Mstep: Class 15 contains 4374 members 
Mstep: Class 16 contains 93607 members 
Mstep: Class 17 contains 10386 members 
Mstep: Class 18 contains 8768 members 
Mstep: Class 19 contains 22415 members 
Mstep: Class 20 contains 1458 members 
Mstep: Class 21 contains 31735 members 
Mstep: Class 22 contains 36903 members 
Mstep: Class 23 contains 37982 members 
Mstep: Class 24 contains 13467 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 612 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12825 members 
Mstep: Class 29 contains 31221 members 
Mstep: Class 30 contains 3834 members 
Mstep: Class 31 contains 8105 members 
Mstep: Class 32 contains 7529 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82567 members 
Mstep: Class 35 contains 84278 members 
Mstep: Class 36 contains 64233 members 
Mstep: Class 37 contains 13997 members 
Mstep: Class 38 contains 79638 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 822 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 77716 members 
Mstep: Class 43 contains 1008 members 
Mstep: Class 44 contains 69461 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 14829 members 
Mstep: Class 48 contains 46853 members 
Mstep: Class 49 contains 804 members 
Mstep: Class 50 contains 107894 members 
Mstep: Class 51 contains 55456 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 101813 members 
Mstep: Class 54 contains 54280 members 
Mstep: Class 55 contains 112885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696640.000000 Penalty: 128338.117188
Iteration 290Q: 56 clusters Score -1.946966e+08 nChanged 17666
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 31159 members 
Mstep: Class 3 contains 3602 members 
Mstep: Class 4 contains 19050 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 89713 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 191967 members 
Mstep: Class 11 contains 10890 members 
Mstep: Class 12 contains 29455 members 
Mstep: Class 13 contains 36661 members 
Mstep: Class 14 contains 11737 members 
Mstep: Class 15 contains 4373 members 
Mstep: Class 16 contains 93533 members 
Mstep: Class 17 contains 10374 members 
Mstep: Class 18 contains 8773 members 
Mstep: Class 19 contains 22407 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 31735 members 
Mstep: Class 22 contains 36742 members 
Mstep: Class 23 contains 37656 members 
Mstep: Class 24 contains 13475 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 613 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12826 members 
Mstep: Class 29 contains 31128 members 
Mstep: Class 30 contains 3836 members 
Mstep: Class 31 contains 8055 members 
Mstep: Class 32 contains 7529 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82556 members 
Mstep: Class 35 contains 83676 members 
Mstep: Class 36 contains 62998 members 
Mstep: Class 37 contains 13907 members 
Mstep: Class 38 contains 79634 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 821 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 75664 members 
Mstep: Class 43 contains 1008 members 
Mstep: Class 44 contains 69204 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 14518 members 
Mstep: Class 48 contains 46135 members 
Mstep: Class 49 contains 804 members 
Mstep: Class 50 contains 108048 members 
Mstep: Class 51 contains 55730 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 101828 members 
Mstep: Class 54 contains 56948 members 
Mstep: Class 55 contains 115402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194695600.000000 Penalty: 128338.117188
Iteration 291Q: 56 clusters Score -1.946956e+08 nChanged 16064
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 31517 members 
Mstep: Class 3 contains 3615 members 
Mstep: Class 4 contains 19052 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 89627 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 191964 members 
Mstep: Class 11 contains 10891 members 
Mstep: Class 12 contains 29455 members 
Mstep: Class 13 contains 36660 members 
Mstep: Class 14 contains 11727 members 
Mstep: Class 15 contains 4373 members 
Mstep: Class 16 contains 93745 members 
Mstep: Class 17 contains 10370 members 
Mstep: Class 18 contains 8774 members 
Mstep: Class 19 contains 22402 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 31729 members 
Mstep: Class 22 contains 36580 members 
Mstep: Class 23 contains 37355 members 
Mstep: Class 24 contains 13477 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 613 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12825 members 
Mstep: Class 29 contains 31081 members 
Mstep: Class 30 contains 3837 members 
Mstep: Class 31 contains 8009 members 
Mstep: Class 32 contains 7529 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82544 members 
Mstep: Class 35 contains 83646 members 
Mstep: Class 36 contains 61816 members 
Mstep: Class 37 contains 13830 members 
Mstep: Class 38 contains 79619 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 821 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 74574 members 
Mstep: Class 43 contains 1008 members 
Mstep: Class 44 contains 69037 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 14166 members 
Mstep: Class 48 contains 46034 members 
Mstep: Class 49 contains 804 members 
Mstep: Class 50 contains 108206 members 
Mstep: Class 51 contains 54836 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 101847 members 
Mstep: Class 54 contains 59206 members 
Mstep: Class 55 contains 116969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194693808.000000 Penalty: 128338.117188
Iteration 292Q: 56 clusters Score -1.946938e+08 nChanged 15366
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 31915 members 
Mstep: Class 3 contains 3634 members 
Mstep: Class 4 contains 19059 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 89631 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 191955 members 
Mstep: Class 11 contains 10897 members 
Mstep: Class 12 contains 29458 members 
Mstep: Class 13 contains 36651 members 
Mstep: Class 14 contains 11718 members 
Mstep: Class 15 contains 4372 members 
Mstep: Class 16 contains 94101 members 
Mstep: Class 17 contains 10376 members 
Mstep: Class 18 contains 8784 members 
Mstep: Class 19 contains 22392 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 31728 members 
Mstep: Class 22 contains 36465 members 
Mstep: Class 23 contains 37032 members 
Mstep: Class 24 contains 13489 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 613 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12826 members 
Mstep: Class 29 contains 31063 members 
Mstep: Class 30 contains 3836 members 
Mstep: Class 31 contains 7985 members 
Mstep: Class 32 contains 7529 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82537 members 
Mstep: Class 35 contains 83914 members 
Mstep: Class 36 contains 60637 members 
Mstep: Class 37 contains 13760 members 
Mstep: Class 38 contains 79611 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 821 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 74464 members 
Mstep: Class 43 contains 1008 members 
Mstep: Class 44 contains 68875 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 13786 members 
Mstep: Class 48 contains 46318 members 
Mstep: Class 49 contains 804 members 
Mstep: Class 50 contains 108222 members 
Mstep: Class 51 contains 52667 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 101940 members 
Mstep: Class 54 contains 61014 members 
Mstep: Class 55 contains 118283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194693072.000000 Penalty: 128338.117188
Iteration 293Q: 56 clusters Score -1.946931e+08 nChanged 13771
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 32291 members 
Mstep: Class 3 contains 3655 members 
Mstep: Class 4 contains 19069 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 89557 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 191943 members 
Mstep: Class 11 contains 10905 members 
Mstep: Class 12 contains 29460 members 
Mstep: Class 13 contains 36640 members 
Mstep: Class 14 contains 11712 members 
Mstep: Class 15 contains 4372 members 
Mstep: Class 16 contains 94584 members 
Mstep: Class 17 contains 10375 members 
Mstep: Class 18 contains 8793 members 
Mstep: Class 19 contains 22389 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 31722 members 
Mstep: Class 22 contains 36373 members 
Mstep: Class 23 contains 36787 members 
Mstep: Class 24 contains 13501 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 613 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12825 members 
Mstep: Class 29 contains 31070 members 
Mstep: Class 30 contains 3836 members 
Mstep: Class 31 contains 7955 members 
Mstep: Class 32 contains 7529 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82528 members 
Mstep: Class 35 contains 84337 members 
Mstep: Class 36 contains 59453 members 
Mstep: Class 37 contains 13695 members 
Mstep: Class 38 contains 79606 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 821 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 74927 members 
Mstep: Class 43 contains 1008 members 
Mstep: Class 44 contains 68699 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 13400 members 
Mstep: Class 48 contains 46788 members 
Mstep: Class 49 contains 804 members 
Mstep: Class 50 contains 108186 members 
Mstep: Class 51 contains 51038 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 102013 members 
Mstep: Class 54 contains 61481 members 
Mstep: Class 55 contains 119430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194691232.000000 Penalty: 128338.117188
Iteration 294Q: 56 clusters Score -1.946912e+08 nChanged 12071
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 32697 members 
Mstep: Class 3 contains 3684 members 
Mstep: Class 4 contains 19072 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 89487 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 191943 members 
Mstep: Class 11 contains 10901 members 
Mstep: Class 12 contains 29459 members 
Mstep: Class 13 contains 36648 members 
Mstep: Class 14 contains 11707 members 
Mstep: Class 15 contains 4372 members 
Mstep: Class 16 contains 95065 members 
Mstep: Class 17 contains 10366 members 
Mstep: Class 18 contains 8792 members 
Mstep: Class 19 contains 22382 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 31713 members 
Mstep: Class 22 contains 36275 members 
Mstep: Class 23 contains 36538 members 
Mstep: Class 24 contains 13505 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 613 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12825 members 
Mstep: Class 29 contains 31107 members 
Mstep: Class 30 contains 3837 members 
Mstep: Class 31 contains 7943 members 
Mstep: Class 32 contains 7529 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82496 members 
Mstep: Class 35 contains 84851 members 
Mstep: Class 36 contains 58299 members 
Mstep: Class 37 contains 13636 members 
Mstep: Class 38 contains 79603 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 821 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 75586 members 
Mstep: Class 43 contains 1008 members 
Mstep: Class 44 contains 68445 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 13051 members 
Mstep: Class 48 contains 47433 members 
Mstep: Class 49 contains 804 members 
Mstep: Class 50 contains 108252 members 
Mstep: Class 51 contains 50518 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 102044 members 
Mstep: Class 54 contains 60475 members 
Mstep: Class 55 contains 120388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194689552.000000 Penalty: 128338.117188
Iteration 295Q: 56 clusters Score -1.946896e+08 nChanged 11246
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 33132 members 
Mstep: Class 3 contains 3701 members 
Mstep: Class 4 contains 19082 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 89410 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 191951 members 
Mstep: Class 11 contains 10898 members 
Mstep: Class 12 contains 29460 members 
Mstep: Class 13 contains 36661 members 
Mstep: Class 14 contains 11699 members 
Mstep: Class 15 contains 4372 members 
Mstep: Class 16 contains 95600 members 
Mstep: Class 17 contains 10364 members 
Mstep: Class 18 contains 8794 members 
Mstep: Class 19 contains 22380 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 31707 members 
Mstep: Class 22 contains 36177 members 
Mstep: Class 23 contains 36337 members 
Mstep: Class 24 contains 13512 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 613 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12825 members 
Mstep: Class 29 contains 31176 members 
Mstep: Class 30 contains 3838 members 
Mstep: Class 31 contains 7925 members 
Mstep: Class 32 contains 7529 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82482 members 
Mstep: Class 35 contains 85335 members 
Mstep: Class 36 contains 57177 members 
Mstep: Class 37 contains 13570 members 
Mstep: Class 38 contains 79593 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 821 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 76300 members 
Mstep: Class 43 contains 1008 members 
Mstep: Class 44 contains 68149 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 12713 members 
Mstep: Class 48 contains 48115 members 
Mstep: Class 49 contains 803 members 
Mstep: Class 50 contains 108129 members 
Mstep: Class 51 contains 50471 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 102102 members 
Mstep: Class 54 contains 58822 members 
Mstep: Class 55 contains 121437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194688944.000000 Penalty: 128338.117188
Iteration 296Q: 56 clusters Score -1.946889e+08 nChanged 11202
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 33550 members 
Mstep: Class 3 contains 3716 members 
Mstep: Class 4 contains 19085 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 89354 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 191953 members 
Mstep: Class 11 contains 10907 members 
Mstep: Class 12 contains 29460 members 
Mstep: Class 13 contains 36670 members 
Mstep: Class 14 contains 11691 members 
Mstep: Class 15 contains 4372 members 
Mstep: Class 16 contains 96257 members 
Mstep: Class 17 contains 10354 members 
Mstep: Class 18 contains 8787 members 
Mstep: Class 19 contains 22378 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 31707 members 
Mstep: Class 22 contains 36076 members 
Mstep: Class 23 contains 36150 members 
Mstep: Class 24 contains 13509 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 614 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12825 members 
Mstep: Class 29 contains 31239 members 
Mstep: Class 30 contains 3838 members 
Mstep: Class 31 contains 7919 members 
Mstep: Class 32 contains 7529 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82494 members 
Mstep: Class 35 contains 85957 members 
Mstep: Class 36 contains 56026 members 
Mstep: Class 37 contains 13520 members 
Mstep: Class 38 contains 79588 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 821 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 77061 members 
Mstep: Class 43 contains 1008 members 
Mstep: Class 44 contains 67816 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 12367 members 
Mstep: Class 48 contains 48898 members 
Mstep: Class 49 contains 802 members 
Mstep: Class 50 contains 108003 members 
Mstep: Class 51 contains 50563 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 102127 members 
Mstep: Class 54 contains 56910 members 
Mstep: Class 55 contains 122269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194688160.000000 Penalty: 128338.117188
Iteration 297Q: 56 clusters Score -1.946882e+08 nChanged 11023
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 33987 members 
Mstep: Class 3 contains 3733 members 
Mstep: Class 4 contains 19073 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 89312 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 191949 members 
Mstep: Class 11 contains 10905 members 
Mstep: Class 12 contains 29461 members 
Mstep: Class 13 contains 36670 members 
Mstep: Class 14 contains 11678 members 
Mstep: Class 15 contains 4370 members 
Mstep: Class 16 contains 96885 members 
Mstep: Class 17 contains 10345 members 
Mstep: Class 18 contains 8797 members 
Mstep: Class 19 contains 22376 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 31703 members 
Mstep: Class 22 contains 35995 members 
Mstep: Class 23 contains 35939 members 
Mstep: Class 24 contains 13505 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 616 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12825 members 
Mstep: Class 29 contains 31317 members 
Mstep: Class 30 contains 3838 members 
Mstep: Class 31 contains 7916 members 
Mstep: Class 32 contains 7531 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82500 members 
Mstep: Class 35 contains 86685 members 
Mstep: Class 36 contains 54924 members 
Mstep: Class 37 contains 13483 members 
Mstep: Class 38 contains 79584 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 821 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 77823 members 
Mstep: Class 43 contains 1008 members 
Mstep: Class 44 contains 67471 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 12016 members 
Mstep: Class 48 contains 49816 members 
Mstep: Class 49 contains 800 members 
Mstep: Class 50 contains 107811 members 
Mstep: Class 51 contains 50714 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 102077 members 
Mstep: Class 54 contains 55116 members 
Mstep: Class 55 contains 122795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194686800.000000 Penalty: 128338.117188
Iteration 298Q: 56 clusters Score -1.946868e+08 nChanged 11258
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 34447 members 
Mstep: Class 3 contains 3751 members 
Mstep: Class 4 contains 19061 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 89264 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 191964 members 
Mstep: Class 11 contains 10902 members 
Mstep: Class 12 contains 29462 members 
Mstep: Class 13 contains 36673 members 
Mstep: Class 14 contains 11662 members 
Mstep: Class 15 contains 4371 members 
Mstep: Class 16 contains 97532 members 
Mstep: Class 17 contains 10346 members 
Mstep: Class 18 contains 8809 members 
Mstep: Class 19 contains 22374 members 
Mstep: Class 20 contains 1458 members 
Mstep: Class 21 contains 31698 members 
Mstep: Class 22 contains 35925 members 
Mstep: Class 23 contains 35748 members 
Mstep: Class 24 contains 13510 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12825 members 
Mstep: Class 29 contains 31418 members 
Mstep: Class 30 contains 3837 members 
Mstep: Class 31 contains 7925 members 
Mstep: Class 32 contains 7531 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82511 members 
Mstep: Class 35 contains 87461 members 
Mstep: Class 36 contains 53886 members 
Mstep: Class 37 contains 13422 members 
Mstep: Class 38 contains 79583 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 821 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 78524 members 
Mstep: Class 43 contains 1008 members 
Mstep: Class 44 contains 67069 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 11678 members 
Mstep: Class 48 contains 50902 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 107535 members 
Mstep: Class 51 contains 50839 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 102003 members 
Mstep: Class 54 contains 53165 members 
Mstep: Class 55 contains 123313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194686928.000000 Penalty: 128338.117188
Iteration 299Q: 56 clusters Score -1.946869e+08 nChanged 11474
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 34974 members 
Mstep: Class 3 contains 3771 members 
Mstep: Class 4 contains 19057 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 89244 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 191966 members 
Mstep: Class 11 contains 10896 members 
Mstep: Class 12 contains 29463 members 
Mstep: Class 13 contains 36651 members 
Mstep: Class 14 contains 11646 members 
Mstep: Class 15 contains 4372 members 
Mstep: Class 16 contains 98148 members 
Mstep: Class 17 contains 10345 members 
Mstep: Class 18 contains 8818 members 
Mstep: Class 19 contains 22372 members 
Mstep: Class 20 contains 1458 members 
Mstep: Class 21 contains 31688 members 
Mstep: Class 22 contains 35873 members 
Mstep: Class 23 contains 35549 members 
Mstep: Class 24 contains 13513 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12826 members 
Mstep: Class 29 contains 31488 members 
Mstep: Class 30 contains 3838 members 
Mstep: Class 31 contains 7923 members 
Mstep: Class 32 contains 7531 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82541 members 
Mstep: Class 35 contains 88375 members 
Mstep: Class 36 contains 52834 members 
Mstep: Class 37 contains 13355 members 
Mstep: Class 38 contains 79586 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 821 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 79226 members 
Mstep: Class 43 contains 1008 members 
Mstep: Class 44 contains 66658 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 11345 members 
Mstep: Class 48 contains 52139 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 107255 members 
Mstep: Class 51 contains 50990 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 101865 members 
Mstep: Class 54 contains 51245 members 
Mstep: Class 55 contains 123560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194687920.000000 Penalty: 128338.117188
Iteration 300F: 56 clusters Score -1.946879e+08 nChanged 16448
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 35499 members 
Mstep: Class 3 contains 3796 members 
Mstep: Class 4 contains 19053 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 89209 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 191957 members 
Mstep: Class 11 contains 10908 members 
Mstep: Class 12 contains 29468 members 
Mstep: Class 13 contains 36625 members 
Mstep: Class 14 contains 11624 members 
Mstep: Class 15 contains 4372 members 
Mstep: Class 16 contains 98669 members 
Mstep: Class 17 contains 10342 members 
Mstep: Class 18 contains 8833 members 
Mstep: Class 19 contains 22373 members 
Mstep: Class 20 contains 1457 members 
Mstep: Class 21 contains 31681 members 
Mstep: Class 22 contains 35791 members 
Mstep: Class 23 contains 35361 members 
Mstep: Class 24 contains 13517 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12826 members 
Mstep: Class 29 contains 31543 members 
Mstep: Class 30 contains 3839 members 
Mstep: Class 31 contains 7931 members 
Mstep: Class 32 contains 7530 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82559 members 
Mstep: Class 35 contains 89436 members 
Mstep: Class 36 contains 51867 members 
Mstep: Class 37 contains 13286 members 
Mstep: Class 38 contains 79594 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 821 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 77265 members 
Mstep: Class 43 contains 1008 members 
Mstep: Class 44 contains 66195 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 11058 members 
Mstep: Class 48 contains 53440 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 106965 members 
Mstep: Class 51 contains 51295 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 101667 members 
Mstep: Class 54 contains 51921 members 
Mstep: Class 55 contains 123632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194687440.000000 Penalty: 128338.117188
Iteration 301Q: 56 clusters Score -1.946874e+08 nChanged 17719
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 36035 members 
Mstep: Class 3 contains 3818 members 
Mstep: Class 4 contains 19052 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 89126 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 191955 members 
Mstep: Class 11 contains 10909 members 
Mstep: Class 12 contains 29473 members 
Mstep: Class 13 contains 36599 members 
Mstep: Class 14 contains 11609 members 
Mstep: Class 15 contains 4372 members 
Mstep: Class 16 contains 99067 members 
Mstep: Class 17 contains 10333 members 
Mstep: Class 18 contains 8824 members 
Mstep: Class 19 contains 22373 members 
Mstep: Class 20 contains 1458 members 
Mstep: Class 21 contains 31678 members 
Mstep: Class 22 contains 35725 members 
Mstep: Class 23 contains 35170 members 
Mstep: Class 24 contains 13526 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12826 members 
Mstep: Class 29 contains 31592 members 
Mstep: Class 30 contains 3839 members 
Mstep: Class 31 contains 7941 members 
Mstep: Class 32 contains 7529 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82547 members 
Mstep: Class 35 contains 90562 members 
Mstep: Class 36 contains 50898 members 
Mstep: Class 37 contains 13202 members 
Mstep: Class 38 contains 79590 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 821 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 75463 members 
Mstep: Class 43 contains 1008 members 
Mstep: Class 44 contains 65705 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 10770 members 
Mstep: Class 48 contains 54932 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 106720 members 
Mstep: Class 51 contains 51275 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 101450 members 
Mstep: Class 54 contains 52592 members 
Mstep: Class 55 contains 123849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194687232.000000 Penalty: 128338.117188
Iteration 302Q: 56 clusters Score -1.946872e+08 nChanged 18206
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 36602 members 
Mstep: Class 3 contains 3839 members 
Mstep: Class 4 contains 19048 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 89035 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 191945 members 
Mstep: Class 11 contains 10907 members 
Mstep: Class 12 contains 29475 members 
Mstep: Class 13 contains 36593 members 
Mstep: Class 14 contains 11613 members 
Mstep: Class 15 contains 4372 members 
Mstep: Class 16 contains 99356 members 
Mstep: Class 17 contains 10327 members 
Mstep: Class 18 contains 8820 members 
Mstep: Class 19 contains 22373 members 
Mstep: Class 20 contains 1458 members 
Mstep: Class 21 contains 31678 members 
Mstep: Class 22 contains 35676 members 
Mstep: Class 23 contains 34923 members 
Mstep: Class 24 contains 13522 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12828 members 
Mstep: Class 29 contains 31659 members 
Mstep: Class 30 contains 3839 members 
Mstep: Class 31 contains 7948 members 
Mstep: Class 32 contains 7529 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82534 members 
Mstep: Class 35 contains 91775 members 
Mstep: Class 36 contains 49946 members 
Mstep: Class 37 contains 13145 members 
Mstep: Class 38 contains 79583 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 821 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 73657 members 
Mstep: Class 43 contains 1008 members 
Mstep: Class 44 contains 65125 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 10531 members 
Mstep: Class 48 contains 56692 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 106459 members 
Mstep: Class 51 contains 51184 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 101259 members 
Mstep: Class 54 contains 53133 members 
Mstep: Class 55 contains 123996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194686464.000000 Penalty: 128338.117188
Iteration 303Q: 56 clusters Score -1.946865e+08 nChanged 18113
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 37132 members 
Mstep: Class 3 contains 3858 members 
Mstep: Class 4 contains 19049 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 88919 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 191942 members 
Mstep: Class 11 contains 10913 members 
Mstep: Class 12 contains 29475 members 
Mstep: Class 13 contains 36579 members 
Mstep: Class 14 contains 11603 members 
Mstep: Class 15 contains 4373 members 
Mstep: Class 16 contains 99551 members 
Mstep: Class 17 contains 10329 members 
Mstep: Class 18 contains 8809 members 
Mstep: Class 19 contains 22374 members 
Mstep: Class 20 contains 1456 members 
Mstep: Class 21 contains 31673 members 
Mstep: Class 22 contains 35631 members 
Mstep: Class 23 contains 34652 members 
Mstep: Class 24 contains 13525 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12828 members 
Mstep: Class 29 contains 31745 members 
Mstep: Class 30 contains 3840 members 
Mstep: Class 31 contains 7955 members 
Mstep: Class 32 contains 7529 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82554 members 
Mstep: Class 35 contains 93037 members 
Mstep: Class 36 contains 48969 members 
Mstep: Class 37 contains 13082 members 
Mstep: Class 38 contains 79579 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 821 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 71868 members 
Mstep: Class 43 contains 1008 members 
Mstep: Class 44 contains 64546 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 10282 members 
Mstep: Class 48 contains 58514 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 106258 members 
Mstep: Class 51 contains 51001 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 101148 members 
Mstep: Class 54 contains 53728 members 
Mstep: Class 55 contains 124078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194686416.000000 Penalty: 128338.117188
Iteration 304Q: 56 clusters Score -1.946864e+08 nChanged 18434
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 37654 members 
Mstep: Class 3 contains 3885 members 
Mstep: Class 4 contains 19051 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 88829 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 191944 members 
Mstep: Class 11 contains 10912 members 
Mstep: Class 12 contains 29474 members 
Mstep: Class 13 contains 36580 members 
Mstep: Class 14 contains 11602 members 
Mstep: Class 15 contains 4372 members 
Mstep: Class 16 contains 99687 members 
Mstep: Class 17 contains 10328 members 
Mstep: Class 18 contains 8810 members 
Mstep: Class 19 contains 22375 members 
Mstep: Class 20 contains 1456 members 
Mstep: Class 21 contains 31673 members 
Mstep: Class 22 contains 35572 members 
Mstep: Class 23 contains 34389 members 
Mstep: Class 24 contains 13526 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12828 members 
Mstep: Class 29 contains 31823 members 
Mstep: Class 30 contains 3839 members 
Mstep: Class 31 contains 7975 members 
Mstep: Class 32 contains 7529 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82558 members 
Mstep: Class 35 contains 94330 members 
Mstep: Class 36 contains 48002 members 
Mstep: Class 37 contains 13027 members 
Mstep: Class 38 contains 79571 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 821 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 70043 members 
Mstep: Class 43 contains 1008 members 
Mstep: Class 44 contains 63950 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 10049 members 
Mstep: Class 48 contains 60382 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 106035 members 
Mstep: Class 51 contains 50783 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 101079 members 
Mstep: Class 54 contains 54201 members 
Mstep: Class 55 contains 124261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194687168.000000 Penalty: 128338.117188
Iteration 305Q: 56 clusters Score -1.946872e+08 nChanged 18393
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 38209 members 
Mstep: Class 3 contains 3887 members 
Mstep: Class 4 contains 19063 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 88814 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 191953 members 
Mstep: Class 11 contains 10917 members 
Mstep: Class 12 contains 29480 members 
Mstep: Class 13 contains 36582 members 
Mstep: Class 14 contains 11577 members 
Mstep: Class 15 contains 4372 members 
Mstep: Class 16 contains 99902 members 
Mstep: Class 17 contains 10327 members 
Mstep: Class 18 contains 8797 members 
Mstep: Class 19 contains 22372 members 
Mstep: Class 20 contains 1456 members 
Mstep: Class 21 contains 31667 members 
Mstep: Class 22 contains 35522 members 
Mstep: Class 23 contains 34112 members 
Mstep: Class 24 contains 13522 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12828 members 
Mstep: Class 29 contains 31899 members 
Mstep: Class 30 contains 3839 members 
Mstep: Class 31 contains 8006 members 
Mstep: Class 32 contains 7529 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82577 members 
Mstep: Class 35 contains 95587 members 
Mstep: Class 36 contains 47067 members 
Mstep: Class 37 contains 12976 members 
Mstep: Class 38 contains 79565 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 821 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 68165 members 
Mstep: Class 43 contains 1008 members 
Mstep: Class 44 contains 63289 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 9796 members 
Mstep: Class 48 contains 62375 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 105774 members 
Mstep: Class 51 contains 50647 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 101019 members 
Mstep: Class 54 contains 54610 members 
Mstep: Class 55 contains 124305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194687824.000000 Penalty: 128338.117188
Iteration 306Q: 56 clusters Score -1.946878e+08 nChanged 18432
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 38793 members 
Mstep: Class 3 contains 3886 members 
Mstep: Class 4 contains 19061 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 88772 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 191957 members 
Mstep: Class 11 contains 10921 members 
Mstep: Class 12 contains 29485 members 
Mstep: Class 13 contains 36588 members 
Mstep: Class 14 contains 11555 members 
Mstep: Class 15 contains 4372 members 
Mstep: Class 16 contains 100161 members 
Mstep: Class 17 contains 10333 members 
Mstep: Class 18 contains 8805 members 
Mstep: Class 19 contains 22369 members 
Mstep: Class 20 contains 1456 members 
Mstep: Class 21 contains 31662 members 
Mstep: Class 22 contains 35466 members 
Mstep: Class 23 contains 33797 members 
Mstep: Class 24 contains 13520 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12826 members 
Mstep: Class 29 contains 31968 members 
Mstep: Class 30 contains 3839 members 
Mstep: Class 31 contains 8048 members 
Mstep: Class 32 contains 7529 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82621 members 
Mstep: Class 35 contains 96859 members 
Mstep: Class 36 contains 46125 members 
Mstep: Class 37 contains 12919 members 
Mstep: Class 38 contains 79561 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 821 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 66396 members 
Mstep: Class 43 contains 1008 members 
Mstep: Class 44 contains 62601 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 9554 members 
Mstep: Class 48 contains 64446 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 105553 members 
Mstep: Class 51 contains 50424 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 100890 members 
Mstep: Class 54 contains 55017 members 
Mstep: Class 55 contains 124249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194687344.000000 Penalty: 128338.117188
Iteration 307Q: 56 clusters Score -1.946873e+08 nChanged 17910
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 39414 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 19072 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 88740 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 191948 members 
Mstep: Class 11 contains 10927 members 
Mstep: Class 12 contains 29484 members 
Mstep: Class 13 contains 36589 members 
Mstep: Class 14 contains 11539 members 
Mstep: Class 15 contains 4372 members 
Mstep: Class 16 contains 100408 members 
Mstep: Class 17 contains 10343 members 
Mstep: Class 18 contains 8806 members 
Mstep: Class 19 contains 22373 members 
Mstep: Class 20 contains 1456 members 
Mstep: Class 21 contains 31656 members 
Mstep: Class 22 contains 35423 members 
Mstep: Class 23 contains 33466 members 
Mstep: Class 24 contains 13518 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12826 members 
Mstep: Class 29 contains 32017 members 
Mstep: Class 30 contains 3839 members 
Mstep: Class 31 contains 8075 members 
Mstep: Class 32 contains 7529 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82713 members 
Mstep: Class 35 contains 98087 members 
Mstep: Class 36 contains 45281 members 
Mstep: Class 37 contains 12875 members 
Mstep: Class 38 contains 79558 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 821 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 64740 members 
Mstep: Class 43 contains 1008 members 
Mstep: Class 44 contains 61933 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 9324 members 
Mstep: Class 48 contains 66555 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 105191 members 
Mstep: Class 51 contains 50088 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 100797 members 
Mstep: Class 54 contains 55283 members 
Mstep: Class 55 contains 124247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194686688.000000 Penalty: 128338.117188
Iteration 308Q: 56 clusters Score -1.946867e+08 nChanged 17919
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 39979 members 
Mstep: Class 3 contains 3903 members 
Mstep: Class 4 contains 19076 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 88747 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 191935 members 
Mstep: Class 11 contains 10924 members 
Mstep: Class 12 contains 29485 members 
Mstep: Class 13 contains 36615 members 
Mstep: Class 14 contains 11511 members 
Mstep: Class 15 contains 4372 members 
Mstep: Class 16 contains 100683 members 
Mstep: Class 17 contains 10339 members 
Mstep: Class 18 contains 8810 members 
Mstep: Class 19 contains 22375 members 
Mstep: Class 20 contains 1456 members 
Mstep: Class 21 contains 31658 members 
Mstep: Class 22 contains 35396 members 
Mstep: Class 23 contains 33133 members 
Mstep: Class 24 contains 13516 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12826 members 
Mstep: Class 29 contains 32070 members 
Mstep: Class 30 contains 3842 members 
Mstep: Class 31 contains 8092 members 
Mstep: Class 32 contains 7529 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82807 members 
Mstep: Class 35 contains 99258 members 
Mstep: Class 36 contains 44411 members 
Mstep: Class 37 contains 12824 members 
Mstep: Class 38 contains 79552 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 821 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 63081 members 
Mstep: Class 43 contains 1008 members 
Mstep: Class 44 contains 61413 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 9135 members 
Mstep: Class 48 contains 68682 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 104908 members 
Mstep: Class 51 contains 49579 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 100695 members 
Mstep: Class 54 contains 55569 members 
Mstep: Class 55 contains 124198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194685616.000000 Penalty: 128338.117188
Iteration 309Q: 56 clusters Score -1.946856e+08 nChanged 17895
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 40541 members 
Mstep: Class 3 contains 3905 members 
Mstep: Class 4 contains 19078 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 88770 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 191945 members 
Mstep: Class 11 contains 10926 members 
Mstep: Class 12 contains 29487 members 
Mstep: Class 13 contains 36628 members 
Mstep: Class 14 contains 11503 members 
Mstep: Class 15 contains 4372 members 
Mstep: Class 16 contains 100908 members 
Mstep: Class 17 contains 10334 members 
Mstep: Class 18 contains 8809 members 
Mstep: Class 19 contains 22373 members 
Mstep: Class 20 contains 1457 members 
Mstep: Class 21 contains 31659 members 
Mstep: Class 22 contains 35352 members 
Mstep: Class 23 contains 32745 members 
Mstep: Class 24 contains 13516 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12826 members 
Mstep: Class 29 contains 32119 members 
Mstep: Class 30 contains 3843 members 
Mstep: Class 31 contains 8116 members 
Mstep: Class 32 contains 7529 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82832 members 
Mstep: Class 35 contains 100231 members 
Mstep: Class 36 contains 43499 members 
Mstep: Class 37 contains 12792 members 
Mstep: Class 38 contains 79557 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 821 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 61495 members 
Mstep: Class 43 contains 1008 members 
Mstep: Class 44 contains 60935 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 8985 members 
Mstep: Class 48 contains 70905 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 104726 members 
Mstep: Class 51 contains 49126 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 100663 members 
Mstep: Class 54 contains 55596 members 
Mstep: Class 55 contains 124302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194685328.000000 Penalty: 128338.117188
Iteration 310Q: 56 clusters Score -1.946853e+08 nChanged 17816
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 41115 members 
Mstep: Class 3 contains 3901 members 
Mstep: Class 4 contains 19083 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 88841 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 191951 members 
Mstep: Class 11 contains 10918 members 
Mstep: Class 12 contains 29495 members 
Mstep: Class 13 contains 36615 members 
Mstep: Class 14 contains 11479 members 
Mstep: Class 15 contains 4372 members 
Mstep: Class 16 contains 101279 members 
Mstep: Class 17 contains 10339 members 
Mstep: Class 18 contains 8803 members 
Mstep: Class 19 contains 22369 members 
Mstep: Class 20 contains 1458 members 
Mstep: Class 21 contains 31650 members 
Mstep: Class 22 contains 35314 members 
Mstep: Class 23 contains 32272 members 
Mstep: Class 24 contains 13520 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12826 members 
Mstep: Class 29 contains 32178 members 
Mstep: Class 30 contains 3843 members 
Mstep: Class 31 contains 8132 members 
Mstep: Class 32 contains 7529 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82837 members 
Mstep: Class 35 contains 101085 members 
Mstep: Class 36 contains 42606 members 
Mstep: Class 37 contains 12752 members 
Mstep: Class 38 contains 79554 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 821 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 60026 members 
Mstep: Class 43 contains 1008 members 
Mstep: Class 44 contains 60593 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 8837 members 
Mstep: Class 48 contains 73219 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 104581 members 
Mstep: Class 51 contains 48620 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 100702 members 
Mstep: Class 54 contains 55488 members 
Mstep: Class 55 contains 124203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194684624.000000 Penalty: 128338.117188
Iteration 311Q: 56 clusters Score -1.946846e+08 nChanged 17574
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 41778 members 
Mstep: Class 3 contains 3904 members 
Mstep: Class 4 contains 19082 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 88904 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 191948 members 
Mstep: Class 11 contains 10902 members 
Mstep: Class 12 contains 29501 members 
Mstep: Class 13 contains 36626 members 
Mstep: Class 14 contains 11453 members 
Mstep: Class 15 contains 4372 members 
Mstep: Class 16 contains 101692 members 
Mstep: Class 17 contains 10344 members 
Mstep: Class 18 contains 8799 members 
Mstep: Class 19 contains 22367 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 31643 members 
Mstep: Class 22 contains 35285 members 
Mstep: Class 23 contains 31821 members 
Mstep: Class 24 contains 13524 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12825 members 
Mstep: Class 29 contains 32255 members 
Mstep: Class 30 contains 3841 members 
Mstep: Class 31 contains 8167 members 
Mstep: Class 32 contains 7529 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82854 members 
Mstep: Class 35 contains 101917 members 
Mstep: Class 36 contains 41794 members 
Mstep: Class 37 contains 12716 members 
Mstep: Class 38 contains 79553 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 821 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 58604 members 
Mstep: Class 43 contains 1008 members 
Mstep: Class 44 contains 60305 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 8694 members 
Mstep: Class 48 contains 75584 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 104313 members 
Mstep: Class 51 contains 48286 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 100721 members 
Mstep: Class 54 contains 54950 members 
Mstep: Class 55 contains 124073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194684512.000000 Penalty: 128338.117188
Iteration 312Q: 56 clusters Score -1.946845e+08 nChanged 16677
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 42429 members 
Mstep: Class 3 contains 3913 members 
Mstep: Class 4 contains 19076 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 88935 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 191952 members 
Mstep: Class 11 contains 10891 members 
Mstep: Class 12 contains 29502 members 
Mstep: Class 13 contains 36627 members 
Mstep: Class 14 contains 11429 members 
Mstep: Class 15 contains 4372 members 
Mstep: Class 16 contains 101987 members 
Mstep: Class 17 contains 10356 members 
Mstep: Class 18 contains 8789 members 
Mstep: Class 19 contains 22369 members 
Mstep: Class 20 contains 1460 members 
Mstep: Class 21 contains 31634 members 
Mstep: Class 22 contains 35267 members 
Mstep: Class 23 contains 31370 members 
Mstep: Class 24 contains 13528 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12823 members 
Mstep: Class 29 contains 32303 members 
Mstep: Class 30 contains 3843 members 
Mstep: Class 31 contains 8189 members 
Mstep: Class 32 contains 7529 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82858 members 
Mstep: Class 35 contains 102727 members 
Mstep: Class 36 contains 40939 members 
Mstep: Class 37 contains 12661 members 
Mstep: Class 38 contains 79561 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 821 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 57429 members 
Mstep: Class 43 contains 1008 members 
Mstep: Class 44 contains 60017 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 8558 members 
Mstep: Class 48 contains 78095 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 104051 members 
Mstep: Class 51 contains 48390 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 100852 members 
Mstep: Class 54 contains 53770 members 
Mstep: Class 55 contains 123904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194684496.000000 Penalty: 128338.117188
Iteration 313Q: 56 clusters Score -1.946845e+08 nChanged 15554
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 43085 members 
Mstep: Class 3 contains 3920 members 
Mstep: Class 4 contains 19071 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 88929 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 191951 members 
Mstep: Class 11 contains 10876 members 
Mstep: Class 12 contains 29502 members 
Mstep: Class 13 contains 36631 members 
Mstep: Class 14 contains 11417 members 
Mstep: Class 15 contains 4371 members 
Mstep: Class 16 contains 102306 members 
Mstep: Class 17 contains 10352 members 
Mstep: Class 18 contains 8793 members 
Mstep: Class 19 contains 22370 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 31627 members 
Mstep: Class 22 contains 35278 members 
Mstep: Class 23 contains 30927 members 
Mstep: Class 24 contains 13516 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12825 members 
Mstep: Class 29 contains 32337 members 
Mstep: Class 30 contains 3843 members 
Mstep: Class 31 contains 8210 members 
Mstep: Class 32 contains 7528 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82884 members 
Mstep: Class 35 contains 103438 members 
Mstep: Class 36 contains 40138 members 
Mstep: Class 37 contains 12607 members 
Mstep: Class 38 contains 79564 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 821 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 56356 members 
Mstep: Class 43 contains 1008 members 
Mstep: Class 44 contains 59779 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 8425 members 
Mstep: Class 48 contains 80614 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 103687 members 
Mstep: Class 51 contains 48975 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 101061 members 
Mstep: Class 54 contains 52092 members 
Mstep: Class 55 contains 123641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194684432.000000 Penalty: 128338.117188
Iteration 314Q: 56 clusters Score -1.946844e+08 nChanged 14925
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 43760 members 
Mstep: Class 3 contains 3936 members 
Mstep: Class 4 contains 19070 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 88924 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 191952 members 
Mstep: Class 11 contains 10861 members 
Mstep: Class 12 contains 29506 members 
Mstep: Class 13 contains 36636 members 
Mstep: Class 14 contains 11411 members 
Mstep: Class 15 contains 4371 members 
Mstep: Class 16 contains 102639 members 
Mstep: Class 17 contains 10340 members 
Mstep: Class 18 contains 8796 members 
Mstep: Class 19 contains 22370 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 31616 members 
Mstep: Class 22 contains 35298 members 
Mstep: Class 23 contains 30435 members 
Mstep: Class 24 contains 13504 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12827 members 
Mstep: Class 29 contains 32383 members 
Mstep: Class 30 contains 3843 members 
Mstep: Class 31 contains 8223 members 
Mstep: Class 32 contains 7528 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82870 members 
Mstep: Class 35 contains 104090 members 
Mstep: Class 36 contains 39405 members 
Mstep: Class 37 contains 12540 members 
Mstep: Class 38 contains 79567 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 821 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 55593 members 
Mstep: Class 43 contains 1008 members 
Mstep: Class 44 contains 59515 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 8280 members 
Mstep: Class 48 contains 83342 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 103300 members 
Mstep: Class 51 contains 49557 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 101268 members 
Mstep: Class 54 contains 50303 members 
Mstep: Class 55 contains 123067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194685184.000000 Penalty: 128338.117188
Iteration 315Q: 56 clusters Score -1.946852e+08 nChanged 13519
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 44454 members 
Mstep: Class 3 contains 3954 members 
Mstep: Class 4 contains 19075 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 88878 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 191947 members 
Mstep: Class 11 contains 10839 members 
Mstep: Class 12 contains 29506 members 
Mstep: Class 13 contains 36634 members 
Mstep: Class 14 contains 11397 members 
Mstep: Class 15 contains 4371 members 
Mstep: Class 16 contains 102904 members 
Mstep: Class 17 contains 10332 members 
Mstep: Class 18 contains 8801 members 
Mstep: Class 19 contains 22373 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 31608 members 
Mstep: Class 22 contains 35296 members 
Mstep: Class 23 contains 29908 members 
Mstep: Class 24 contains 13503 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12827 members 
Mstep: Class 29 contains 32457 members 
Mstep: Class 30 contains 3844 members 
Mstep: Class 31 contains 8238 members 
Mstep: Class 32 contains 7528 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82906 members 
Mstep: Class 35 contains 104411 members 
Mstep: Class 36 contains 38732 members 
Mstep: Class 37 contains 12486 members 
Mstep: Class 38 contains 79578 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 821 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 55149 members 
Mstep: Class 43 contains 1008 members 
Mstep: Class 44 contains 59228 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 8121 members 
Mstep: Class 48 contains 86025 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 102934 members 
Mstep: Class 51 contains 50045 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 101426 members 
Mstep: Class 54 contains 48492 members 
Mstep: Class 55 contains 122719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194684784.000000 Penalty: 128338.117188
Iteration 316Q: 56 clusters Score -1.946848e+08 nChanged 12939
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 45148 members 
Mstep: Class 3 contains 3973 members 
Mstep: Class 4 contains 19076 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 88836 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 191938 members 
Mstep: Class 11 contains 10827 members 
Mstep: Class 12 contains 29503 members 
Mstep: Class 13 contains 36614 members 
Mstep: Class 14 contains 11378 members 
Mstep: Class 15 contains 4372 members 
Mstep: Class 16 contains 102984 members 
Mstep: Class 17 contains 10326 members 
Mstep: Class 18 contains 8788 members 
Mstep: Class 19 contains 22375 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 31601 members 
Mstep: Class 22 contains 35272 members 
Mstep: Class 23 contains 29320 members 
Mstep: Class 24 contains 13506 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12824 members 
Mstep: Class 29 contains 32525 members 
Mstep: Class 30 contains 3845 members 
Mstep: Class 31 contains 8248 members 
Mstep: Class 32 contains 7527 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82927 members 
Mstep: Class 35 contains 104371 members 
Mstep: Class 36 contains 38043 members 
Mstep: Class 37 contains 12441 members 
Mstep: Class 38 contains 79587 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 821 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 55044 members 
Mstep: Class 43 contains 1008 members 
Mstep: Class 44 contains 58921 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 7987 members 
Mstep: Class 48 contains 88739 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 102606 members 
Mstep: Class 51 contains 50367 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 101695 members 
Mstep: Class 54 contains 46815 members 
Mstep: Class 55 contains 122577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194685264.000000 Penalty: 128338.117188
Iteration 317Q: 56 clusters Score -1.946853e+08 nChanged 12659
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 45867 members 
Mstep: Class 3 contains 3992 members 
Mstep: Class 4 contains 19072 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 88784 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 191943 members 
Mstep: Class 11 contains 10802 members 
Mstep: Class 12 contains 29503 members 
Mstep: Class 13 contains 36593 members 
Mstep: Class 14 contains 11355 members 
Mstep: Class 15 contains 4372 members 
Mstep: Class 16 contains 102964 members 
Mstep: Class 17 contains 10322 members 
Mstep: Class 18 contains 8789 members 
Mstep: Class 19 contains 22376 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 31600 members 
Mstep: Class 22 contains 35258 members 
Mstep: Class 23 contains 28652 members 
Mstep: Class 24 contains 13499 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12821 members 
Mstep: Class 29 contains 32555 members 
Mstep: Class 30 contains 3845 members 
Mstep: Class 31 contains 8250 members 
Mstep: Class 32 contains 7527 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82979 members 
Mstep: Class 35 contains 103982 members 
Mstep: Class 36 contains 37414 members 
Mstep: Class 37 contains 12390 members 
Mstep: Class 38 contains 79588 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 821 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 55148 members 
Mstep: Class 43 contains 1008 members 
Mstep: Class 44 contains 58578 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 7857 members 
Mstep: Class 48 contains 91567 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 102265 members 
Mstep: Class 51 contains 50540 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 102037 members 
Mstep: Class 54 contains 45259 members 
Mstep: Class 55 contains 122581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194684720.000000 Penalty: 128338.117188
Iteration 318Q: 56 clusters Score -1.946847e+08 nChanged 12703
Entering ConstructFrom: 
Score: -194684720.000000 Penalty: 128338.117188
Entering ConstructFrom: 
Trying to split cluster 1 (341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Entering Unmasked Estep 
Score: -22548.951172 Penalty: 947.680908
	Iteration 0F: 2 clusters Score -22548.95 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 171 members 
Entering Unmasked Estep 
Score: -21674.238281 Penalty: 1895.361816
	Iteration 0F: 3 clusters Score -21674.24 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -21979.230469 Penalty: 1895.361816
	Iteration 1F: 3 clusters Score -21979.23 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -22086.316406 Penalty: 1895.361816
	Iteration 2F: 3 clusters Score -22086.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -22168.480469 Penalty: 1895.361816
	Iteration 3Q: 3 clusters Score -22168.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -22211.175781 Penalty: 1895.361816
	Iteration 4Q: 3 clusters Score -22211.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -22277.646484 Penalty: 1895.361816
	Iteration 5Q: 3 clusters Score -22277.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -22345.851562 Penalty: 1895.361816
	Iteration 6Q: 3 clusters Score -22345.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -22368.154297 Penalty: 1895.361816
	Iteration 7Q: 3 clusters Score -22368.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -22393.134766 Penalty: 1895.361816
	Iteration 8Q: 3 clusters Score -22393.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -22394.689453 Penalty: 1895.361816
	Iteration 9Q: 3 clusters Score -22394.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -22396.197266 Penalty: 1895.361816
	Iteration 10F: 3 clusters Score -22396.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -22411.031250 Penalty: 1895.361816
	Iteration 11Q: 3 clusters Score -22411.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -22431.826172 Penalty: 1895.361816
	Iteration 12Q: 3 clusters Score -22431.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -22438.685547 Penalty: 1895.361816
	Iteration 13Q: 3 clusters Score -22438.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -22448.400391 Penalty: 1895.361816
	Iteration 14Q: 3 clusters Score -22448.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -22448.400391 Penalty: 1895.361816
	Iteration 15F: 3 clusters Score -22448.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (46583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46583 members 
Entering Unmasked Estep 
Score: -5563832.000000 Penalty: 1746.711060
	Iteration 0F: 2 clusters Score -5563832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -5532759.000000 Penalty: 3493.422119
	Iteration 0F: 3 clusters Score -5532759 nChanged 21794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -5544992.000000 Penalty: 3493.422119
	Iteration 1F: 3 clusters Score -5544992 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -5545320.500000 Penalty: 3493.422119
	Iteration 2Q: 3 clusters Score -5545320 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -5545665.000000 Penalty: 3493.422119
	Iteration 3Q: 3 clusters Score -5545665 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -5545993.500000 Penalty: 3493.422119
	Iteration 4Q: 3 clusters Score -5545994 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -5546419.000000 Penalty: 3493.422119
	Iteration 5Q: 3 clusters Score -5546419 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -5547086.500000 Penalty: 3493.422119
	Iteration 6Q: 3 clusters Score -5547086 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 29518 members 
Entering Unmasked Estep 
Score: -5548054.000000 Penalty: 3493.422119
	Iteration 7Q: 3 clusters Score -5548054 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 31993 members 
Entering Unmasked Estep 
Score: -5549615.500000 Penalty: 3493.422119
	Iteration 8F: 3 clusters Score -5549616 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 35073 members 
Entering Unmasked Estep 
Score: -5551946.500000 Penalty: 3493.422119
	Iteration 9F: 3 clusters Score -5551946 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 38459 members 
Entering Unmasked Estep 
Score: -5554979.500000 Penalty: 3493.422119
	Iteration 10F: 3 clusters Score -5554980 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 41572 members 
Entering Unmasked Estep 
Score: -5557907.000000 Penalty: 3493.422119
	Iteration 11F: 3 clusters Score -5557907 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 43808 members 
Entering Unmasked Estep 
Score: -5559983.000000 Penalty: 3493.422119
	Iteration 12Q: 3 clusters Score -5559983 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 45087 members 
Entering Unmasked Estep 
Score: -5561156.500000 Penalty: 3493.422119
	Iteration 13Q: 3 clusters Score -5561156 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 45708 members 
Entering Unmasked Estep 
Score: -5561676.500000 Penalty: 3493.422119
	Iteration 14Q: 3 clusters Score -5561676 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 45998 members 
Entering Unmasked Estep 
Score: -5561924.500000 Penalty: 3493.422119
	Iteration 15Q: 3 clusters Score -5561924 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 46143 members 
Entering Unmasked Estep 
Score: -5562088.500000 Penalty: 3493.422119
	Iteration 16Q: 3 clusters Score -5562088 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 46223 members 
Entering Unmasked Estep 
Score: -5562192.500000 Penalty: 3493.422119
	Iteration 17Q: 3 clusters Score -5562192 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 46276 members 
Entering Unmasked Estep 
Score: -5562258.000000 Penalty: 3493.422119
	Iteration 18Q: 3 clusters Score -5562258 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 46301 members 
Entering Unmasked Estep 
Score: -5562291.000000 Penalty: 3493.422119
	Iteration 19Q: 3 clusters Score -5562291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 46317 members 
Entering Unmasked Estep 
Score: -5562313.000000 Penalty: 3493.422119
	Iteration 20F: 3 clusters Score -5562313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 46320 members 
Entering Unmasked Estep 
Score: -5562320.000000 Penalty: 3493.422119
	Iteration 21Q: 3 clusters Score -5562320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 46324 members 
Entering Unmasked Estep 
Score: -5562341.500000 Penalty: 3493.422119
	Iteration 22Q: 3 clusters Score -5562342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 46331 members 
Entering Unmasked Estep 
Score: -5562354.500000 Penalty: 3493.422119
	Iteration 23Q: 3 clusters Score -5562354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 46335 members 
Entering Unmasked Estep 
Score: -5562359.500000 Penalty: 3493.422119
	Iteration 24Q: 3 clusters Score -5562360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 46339 members 
Entering Unmasked Estep 
Score: -5562362.000000 Penalty: 3493.422119
	Iteration 25Q: 3 clusters Score -5562362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 46340 members 
Entering Unmasked Estep 
Score: -5562364.500000 Penalty: 3493.422119
	Iteration 26Q: 3 clusters Score -5562364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 46343 members 
Entering Unmasked Estep 
Score: -5562364.000000 Penalty: 3493.422119
	Iteration 27Q: 3 clusters Score -5562364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 46341 members 
Entering Unmasked Estep 
Score: -5562366.500000 Penalty: 3493.422119
	Iteration 28Q: 3 clusters Score -5562366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 46343 members 
Entering Unmasked Estep 
Score: -5562367.500000 Penalty: 3493.422119
	Iteration 29Q: 3 clusters Score -5562368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 46344 members 
Entering Unmasked Estep 
Score: -5562366.500000 Penalty: 3493.422119
	Iteration 30Q: 3 clusters Score -5562366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 46346 members 
Entering Unmasked Estep 
Score: -5562371.500000 Penalty: 3493.422119
	Iteration 31Q: 3 clusters Score -5562372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 46347 members 
Entering Unmasked Estep 
Score: -5562370.500000 Penalty: 3493.422119
	Iteration 32Q: 3 clusters Score -5562370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 46347 members 
Entering Unmasked Estep 
Score: -5562370.500000 Penalty: 3493.422119
	Iteration 33F: 3 clusters Score -5562370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Entering Unmasked Estep 
Score: -459577.156250 Penalty: 1347.539062
	Iteration 0F: 2 clusters Score -459577.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -456201.718750 Penalty: 2695.078125
	Iteration 0F: 3 clusters Score -456201.7 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -457137.437500 Penalty: 2695.078125
	Iteration 1F: 3 clusters Score -457137.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -457350.000000 Penalty: 2695.078125
	Iteration 2F: 3 clusters Score -457350 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -457565.093750 Penalty: 2695.078125
	Iteration 3F: 3 clusters Score -457565.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -457790.656250 Penalty: 2695.078125
	Iteration 4F: 3 clusters Score -457790.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -457985.812500 Penalty: 2695.078125
	Iteration 5F: 3 clusters Score -457985.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -458133.718750 Penalty: 2695.078125
	Iteration 6Q: 3 clusters Score -458133.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -458270.750000 Penalty: 2695.078125
	Iteration 7Q: 3 clusters Score -458270.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -458374.125000 Penalty: 2695.078125
	Iteration 8Q: 3 clusters Score -458374.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -458441.750000 Penalty: 2695.078125
	Iteration 9Q: 3 clusters Score -458441.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -458499.687500 Penalty: 2695.078125
	Iteration 10Q: 3 clusters Score -458499.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -458544.312500 Penalty: 2695.078125
	Iteration 11Q: 3 clusters Score -458544.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -458573.875000 Penalty: 2695.078125
	Iteration 12Q: 3 clusters Score -458573.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -458594.781250 Penalty: 2695.078125
	Iteration 13Q: 3 clusters Score -458594.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -458614.718750 Penalty: 2695.078125
	Iteration 14Q: 3 clusters Score -458614.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -458629.656250 Penalty: 2695.078125
	Iteration 15Q: 3 clusters Score -458629.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -458644.312500 Penalty: 2695.078125
	Iteration 16Q: 3 clusters Score -458644.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -458653.312500 Penalty: 2695.078125
	Iteration 17Q: 3 clusters Score -458653.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -458663.218750 Penalty: 2695.078125
	Iteration 18Q: 3 clusters Score -458663.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -458671.312500 Penalty: 2695.078125
	Iteration 19Q: 3 clusters Score -458671.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -458677.718750 Penalty: 2695.078125
	Iteration 20F: 3 clusters Score -458677.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -458682.968750 Penalty: 2695.078125
	Iteration 21Q: 3 clusters Score -458683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -458684.562500 Penalty: 2695.078125
	Iteration 22Q: 3 clusters Score -458684.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -458685.968750 Penalty: 2695.078125
	Iteration 23Q: 3 clusters Score -458686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -458685.843750 Penalty: 2695.078125
	Iteration 24Q: 3 clusters Score -458685.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -458685.843750 Penalty: 2695.078125
	Iteration 25F: 3 clusters Score -458685.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Entering Unmasked Estep 
Score: -2197799.250000 Penalty: 1601.562134
	Iteration 0F: 2 clusters Score -2197799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -2184849.250000 Penalty: 3203.124268
	Iteration 0F: 3 clusters Score -2184849 nChanged 8576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -2189622.250000 Penalty: 3203.124268
	Iteration 1F: 3 clusters Score -2189622 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -2190022.000000 Penalty: 3203.124268
	Iteration 2F: 3 clusters Score -2190022 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2190463.250000 Penalty: 3203.124268
	Iteration 3F: 3 clusters Score -2190463 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -2190936.000000 Penalty: 3203.124268
	Iteration 4F: 3 clusters Score -2190936 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -2191522.500000 Penalty: 3203.124268
	Iteration 5F: 3 clusters Score -2191522 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -2192207.500000 Penalty: 3203.124268
	Iteration 6F: 3 clusters Score -2192208 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -2192927.750000 Penalty: 3203.124268
	Iteration 7F: 3 clusters Score -2192928 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -2193688.500000 Penalty: 3203.124268
	Iteration 8F: 3 clusters Score -2193688 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -2194344.750000 Penalty: 3203.124268
	Iteration 9Q: 3 clusters Score -2194345 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2194948.250000 Penalty: 3203.124268
	Iteration 10Q: 3 clusters Score -2194948 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2195403.750000 Penalty: 3203.124268
	Iteration 11Q: 3 clusters Score -2195404 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2195689.750000 Penalty: 3203.124268
	Iteration 12Q: 3 clusters Score -2195690 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2195884.750000 Penalty: 3203.124268
	Iteration 13Q: 3 clusters Score -2195885 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2196003.750000 Penalty: 3203.124268
	Iteration 14Q: 3 clusters Score -2196004 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2196090.750000 Penalty: 3203.124268
	Iteration 15Q: 3 clusters Score -2196091 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2196142.000000 Penalty: 3203.124268
	Iteration 16Q: 3 clusters Score -2196142 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2196192.250000 Penalty: 3203.124268
	Iteration 17Q: 3 clusters Score -2196192 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2196220.500000 Penalty: 3203.124268
	Iteration 18Q: 3 clusters Score -2196220 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2196256.750000 Penalty: 3203.124268
	Iteration 19Q: 3 clusters Score -2196257 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2196273.750000 Penalty: 3203.124268
	Iteration 20F: 3 clusters Score -2196274 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2196305.750000 Penalty: 3203.124268
	Iteration 21Q: 3 clusters Score -2196306 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2196327.000000 Penalty: 3203.124268
	Iteration 22Q: 3 clusters Score -2196327 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2196337.500000 Penalty: 3203.124268
	Iteration 23Q: 3 clusters Score -2196338 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2196352.750000 Penalty: 3203.124268
	Iteration 24Q: 3 clusters Score -2196353 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2196361.500000 Penalty: 3203.124268
	Iteration 25Q: 3 clusters Score -2196362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2196367.750000 Penalty: 3203.124268
	Iteration 26Q: 3 clusters Score -2196368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2196376.000000 Penalty: 3203.124268
	Iteration 27Q: 3 clusters Score -2196376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2196383.000000 Penalty: 3203.124268
	Iteration 28Q: 3 clusters Score -2196383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2196393.250000 Penalty: 3203.124268
	Iteration 29Q: 3 clusters Score -2196393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2196402.000000 Penalty: 3203.124268
	Iteration 30Q: 3 clusters Score -2196402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2196412.000000 Penalty: 3203.124268
	Iteration 31Q: 3 clusters Score -2196412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2196416.250000 Penalty: 3203.124268
	Iteration 32Q: 3 clusters Score -2196416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2196424.500000 Penalty: 3203.124268
	Iteration 33Q: 3 clusters Score -2196424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2196431.750000 Penalty: 3203.124268
	Iteration 34Q: 3 clusters Score -2196432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2196430.750000 Penalty: 3203.124268
	Iteration 35Q: 3 clusters Score -2196431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2196429.750000 Penalty: 3203.124268
	Iteration 36Q: 3 clusters Score -2196430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2196435.500000 Penalty: 3203.124268
	Iteration 37Q: 3 clusters Score -2196436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2196436.250000 Penalty: 3203.124268
	Iteration 38Q: 3 clusters Score -2196436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2196436.250000 Penalty: 3203.124268
	Iteration 39F: 3 clusters Score -2196436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -47670.097656 Penalty: 1026.539307
	Iteration 0F: 2 clusters Score -47670.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -46660.578125 Penalty: 2053.078613
	Iteration 0F: 3 clusters Score -46660.58 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -46955.945312 Penalty: 2053.078613
	Iteration 1F: 3 clusters Score -46955.95 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -47094.683594 Penalty: 2053.078613
	Iteration 2F: 3 clusters Score -47094.68 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -47152.562500 Penalty: 2053.078613
	Iteration 3Q: 3 clusters Score -47152.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -47225.187500 Penalty: 2053.078613
	Iteration 4Q: 3 clusters Score -47225.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -47283.503906 Penalty: 2053.078613
	Iteration 5Q: 3 clusters Score -47283.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -47339.464844 Penalty: 2053.078613
	Iteration 6Q: 3 clusters Score -47339.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -47383.894531 Penalty: 2053.078613
	Iteration 7Q: 3 clusters Score -47383.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -47397.281250 Penalty: 2053.078613
	Iteration 8Q: 3 clusters Score -47397.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -47409.445312 Penalty: 2053.078613
	Iteration 9Q: 3 clusters Score -47409.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -47415.355469 Penalty: 2053.078613
	Iteration 10Q: 3 clusters Score -47415.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -47417.925781 Penalty: 2053.078613
	Iteration 11Q: 3 clusters Score -47417.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -47417.925781 Penalty: 2053.078613
	Iteration 12F: 3 clusters Score -47417.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -42530.046875 Penalty: 993.473389
	Iteration 0F: 2 clusters Score -42530.05 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 222 members 
Entering Unmasked Estep 
Score: -41534.066406 Penalty: 1986.946777
	Iteration 0F: 3 clusters Score -41534.07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -41720.445312 Penalty: 1986.946777
	Iteration 1F: 3 clusters Score -41720.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -41772.105469 Penalty: 1986.946777
	Iteration 2F: 3 clusters Score -41772.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -41793.246094 Penalty: 1986.946777
	Iteration 3Q: 3 clusters Score -41793.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -41800.027344 Penalty: 1986.946777
	Iteration 4Q: 3 clusters Score -41800.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -41807.007812 Penalty: 1986.946777
	Iteration 5Q: 3 clusters Score -41807.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -41814.875000 Penalty: 1986.946777
	Iteration 6Q: 3 clusters Score -41814.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -41817.601562 Penalty: 1986.946777
	Iteration 7Q: 3 clusters Score -41817.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -41819.804688 Penalty: 1986.946777
	Iteration 8Q: 3 clusters Score -41819.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -41821.617188 Penalty: 1986.946777
	Iteration 9Q: 3 clusters Score -41821.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -41821.617188 Penalty: 1986.946777
	Iteration 10F: 3 clusters Score -41821.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (88751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88751 members 
Entering Unmasked Estep 
Score: -10083447.000000 Penalty: 1851.458374
	Iteration 0F: 2 clusters Score -1.008345e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44378 members 
Mstep: Class 2 contains 44373 members 
Entering Unmasked Estep 
Score: -10024252.000000 Penalty: 3702.916748
	Iteration 0F: 3 clusters Score -1.002425e+07 nChanged 42258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45038 members 
Mstep: Class 2 contains 43713 members 
Entering Unmasked Estep 
Score: -10048447.000000 Penalty: 3702.916748
	Iteration 1F: 3 clusters Score -1.004845e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45628 members 
Mstep: Class 2 contains 43123 members 
Entering Unmasked Estep 
Score: -10049154.000000 Penalty: 3702.916748
	Iteration 2Q: 3 clusters Score -1.004915e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46666 members 
Mstep: Class 2 contains 42085 members 
Entering Unmasked Estep 
Score: -10050116.000000 Penalty: 3702.916748
	Iteration 3Q: 3 clusters Score -1.005012e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48136 members 
Mstep: Class 2 contains 40615 members 
Entering Unmasked Estep 
Score: -10051358.000000 Penalty: 3702.916748
	Iteration 4Q: 3 clusters Score -1.005136e+07 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50172 members 
Mstep: Class 2 contains 38579 members 
Entering Unmasked Estep 
Score: -10053098.000000 Penalty: 3702.916748
	Iteration 5Q: 3 clusters Score -1.00531e+07 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52741 members 
Mstep: Class 2 contains 36010 members 
Entering Unmasked Estep 
Score: -10055341.000000 Penalty: 3702.916748
	Iteration 6Q: 3 clusters Score -1.005534e+07 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55878 members 
Mstep: Class 2 contains 32873 members 
Entering Unmasked Estep 
Score: -10058295.000000 Penalty: 3702.916748
	Iteration 7F: 3 clusters Score -1.00583e+07 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59335 members 
Mstep: Class 2 contains 29416 members 
Entering Unmasked Estep 
Score: -10062126.000000 Penalty: 3702.916748
	Iteration 8F: 3 clusters Score -1.006213e+07 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62629 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -10065713.000000 Penalty: 3702.916748
	Iteration 9F: 3 clusters Score -1.006571e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65478 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -10068459.000000 Penalty: 3702.916748
	Iteration 10F: 3 clusters Score -1.006846e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67994 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -10070433.000000 Penalty: 3702.916748
	Iteration 11Q: 3 clusters Score -1.007043e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70186 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -10071764.000000 Penalty: 3702.916748
	Iteration 12Q: 3 clusters Score -1.007176e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72285 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -10072739.000000 Penalty: 3702.916748
	Iteration 13Q: 3 clusters Score -1.007274e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74259 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -10073639.000000 Penalty: 3702.916748
	Iteration 14Q: 3 clusters Score -1.007364e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76211 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -10074595.000000 Penalty: 3702.916748
	Iteration 15Q: 3 clusters Score -1.00746e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78071 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -10075501.000000 Penalty: 3702.916748
	Iteration 16Q: 3 clusters Score -1.00755e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79813 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -10076415.000000 Penalty: 3702.916748
	Iteration 17Q: 3 clusters Score -1.007642e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81468 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -10077307.000000 Penalty: 3702.916748
	Iteration 18Q: 3 clusters Score -1.007731e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82986 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -10078304.000000 Penalty: 3702.916748
	Iteration 19Q: 3 clusters Score -1.00783e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84335 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -10079180.000000 Penalty: 3702.916748
	Iteration 20F: 3 clusters Score -1.007918e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85416 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -10079890.000000 Penalty: 3702.916748
	Iteration 21Q: 3 clusters Score -1.007989e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86317 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -10080464.000000 Penalty: 3702.916748
	Iteration 22Q: 3 clusters Score -1.008046e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87012 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -10080913.000000 Penalty: 3702.916748
	Iteration 23Q: 3 clusters Score -1.008091e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87466 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -10081182.000000 Penalty: 3702.916748
	Iteration 24Q: 3 clusters Score -1.008118e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87806 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -10081386.000000 Penalty: 3702.916748
	Iteration 25Q: 3 clusters Score -1.008139e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88015 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -10081527.000000 Penalty: 3702.916748
	Iteration 26Q: 3 clusters Score -1.008153e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88150 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -10081594.000000 Penalty: 3702.916748
	Iteration 27Q: 3 clusters Score -1.008159e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88248 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -10081649.000000 Penalty: 3702.916748
	Iteration 28Q: 3 clusters Score -1.008165e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88320 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -10081703.000000 Penalty: 3702.916748
	Iteration 29Q: 3 clusters Score -1.00817e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88367 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -10081750.000000 Penalty: 3702.916748
	Iteration 30Q: 3 clusters Score -1.008175e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88397 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -10081781.000000 Penalty: 3702.916748
	Iteration 31Q: 3 clusters Score -1.008178e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88421 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -10081802.000000 Penalty: 3702.916748
	Iteration 32Q: 3 clusters Score -1.00818e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88433 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -10081821.000000 Penalty: 3702.916748
	Iteration 33Q: 3 clusters Score -1.008182e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88444 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -10081829.000000 Penalty: 3702.916748
	Iteration 34Q: 3 clusters Score -1.008183e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88451 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -10081831.000000 Penalty: 3702.916748
	Iteration 35Q: 3 clusters Score -1.008183e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88453 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -10081821.000000 Penalty: 3702.916748
	Iteration 36Q: 3 clusters Score -1.008182e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88454 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -10081825.000000 Penalty: 3702.916748
	Iteration 37Q: 3 clusters Score -1.008182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88456 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -10081831.000000 Penalty: 3702.916748
	Iteration 38Q: 3 clusters Score -1.008183e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88457 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -10081835.000000 Penalty: 3702.916748
	Iteration 39Q: 3 clusters Score -1.008184e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88457 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -10081835.000000 Penalty: 3702.916748
	Iteration 40F: 3 clusters Score -1.008184e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -13386.933594 Penalty: 891.952393
	Iteration 0F: 2 clusters Score -13386.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12694.585938 Penalty: 1783.904785
	Iteration 0F: 3 clusters Score -12694.59 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12907.045898 Penalty: 1783.904785
	Iteration 1F: 3 clusters Score -12907.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -12949.354492 Penalty: 1783.904785
	Iteration 2F: 3 clusters Score -12949.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -12998.394531 Penalty: 1783.904785
	Iteration 3Q: 3 clusters Score -12998.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13037.729492 Penalty: 1783.904785
	Iteration 4Q: 3 clusters Score -13037.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -13045.262695 Penalty: 1783.904785
	Iteration 5Q: 3 clusters Score -13045.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13049.416992 Penalty: 1783.904785
	Iteration 6Q: 3 clusters Score -13049.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -13049.416992 Penalty: 1783.904785
	Iteration 7F: 3 clusters Score -13049.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -13744.530273 Penalty: 921.915039
	Iteration 0F: 2 clusters Score -13744.53 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: -13026.207031 Penalty: 1843.830078
	Iteration 0F: 3 clusters Score -13026.21 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -13242.330078 Penalty: 1843.830078
	Iteration 1F: 3 clusters Score -13242.33 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13430.948242 Penalty: 1843.830078
	Iteration 2F: 3 clusters Score -13430.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -13540.016602 Penalty: 1843.830078
	Iteration 3F: 3 clusters Score -13540.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -13621.671875 Penalty: 1843.830078
	Iteration 4F: 3 clusters Score -13621.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -13771.226562 Penalty: 1843.830078
	Iteration 5Q: 3 clusters Score -13771.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -13862.763672 Penalty: 1843.830078
	Iteration 6Q: 3 clusters Score -13862.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13903.049805 Penalty: 1843.830078
	Iteration 7Q: 3 clusters Score -13903.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13924.111328 Penalty: 1843.830078
	Iteration 8Q: 3 clusters Score -13924.11 nChanged 2
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: -13974.166992 Penalty: 1843.830078
	Iteration 9Q: 3 clusters Score -13974.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -14024.464844 Penalty: 1843.830078
	Iteration 10Q: 3 clusters Score -14024.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -14040.220703 Penalty: 1843.830078
	Iteration 11Q: 3 clusters Score -14040.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14066.567383 Penalty: 1843.830078
	Iteration 12Q: 3 clusters Score -14066.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14071.665039 Penalty: 1843.830078
	Iteration 13Q: 3 clusters Score -14071.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14073.518555 Penalty: 1843.830078
	Iteration 14Q: 3 clusters Score -14073.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14073.518555 Penalty: 1843.830078
	Iteration 15F: 3 clusters Score -14073.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 46583 members 
Mstep: Class 3 contains 3994 members 
Mstep: Class 4 contains 19068 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 88751 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 143 members 
Mstep: Class 10 contains 191941 members 
Mstep: Class 11 contains 10786 members 
Mstep: Class 12 contains 29502 members 
Mstep: Class 13 contains 36559 members 
Mstep: Class 14 contains 11336 members 
Mstep: Class 15 contains 4371 members 
Mstep: Class 16 contains 102955 members 
Mstep: Class 17 contains 10312 members 
Mstep: Class 18 contains 8795 members 
Mstep: Class 19 contains 22374 members 
Mstep: Class 20 contains 1460 members 
Mstep: Class 21 contains 31604 members 
Mstep: Class 22 contains 35194 members 
Mstep: Class 23 contains 27979 members 
Mstep: Class 24 contains 13501 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12821 members 
Mstep: Class 29 contains 32581 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 8264 members 
Mstep: Class 32 contains 7527 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 83063 members 
Mstep: Class 35 contains 103078 members 
Mstep: Class 36 contains 36781 members 
Mstep: Class 37 contains 12346 members 
Mstep: Class 38 contains 79592 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 821 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 55356 members 
Mstep: Class 43 contains 1008 members 
Mstep: Class 44 contains 58173 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 7711 members 
Mstep: Class 48 contains 94556 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 101913 members 
Mstep: Class 51 contains 50673 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 102459 members 
Mstep: Class 54 contains 43963 members 
Mstep: Class 55 contains 122617 members 
Mstep: Class 56 contains 148 members 
Entering Unmasked Estep 
Score: -194683232.000000 Penalty: 130671.539062
Splitting cluster 9 changes total score from -194684720.000000 to -194683232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (191941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191941 members 
Entering Unmasked Estep 
Score: -22013572.000000 Penalty: 1976.803345
	Iteration 0F: 2 clusters Score -2.201357e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96075 members 
Mstep: Class 2 contains 95866 members 
Entering Unmasked Estep 
Score: -21905486.000000 Penalty: 3953.606689
	Iteration 0F: 3 clusters Score -2.190549e+07 nChanged 93012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96639 members 
Mstep: Class 2 contains 95302 members 
Entering Unmasked Estep 
Score: -21960622.000000 Penalty: 3953.606689
	Iteration 1F: 3 clusters Score -2.196062e+07 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97490 members 
Mstep: Class 2 contains 94451 members 
Entering Unmasked Estep 
Score: -21961778.000000 Penalty: 3953.606689
	Iteration 2Q: 3 clusters Score -2.196178e+07 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98847 members 
Mstep: Class 2 contains 93094 members 
Entering Unmasked Estep 
Score: -21962974.000000 Penalty: 3953.606689
	Iteration 3Q: 3 clusters Score -2.196297e+07 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100933 members 
Mstep: Class 2 contains 91008 members 
Entering Unmasked Estep 
Score: -21964892.000000 Penalty: 3953.606689
	Iteration 4Q: 3 clusters Score -2.196489e+07 nChanged 7313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104376 members 
Mstep: Class 2 contains 87565 members 
Entering Unmasked Estep 
Score: -21967550.000000 Penalty: 3953.606689
	Iteration 5Q: 3 clusters Score -2.196755e+07 nChanged 8709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109331 members 
Mstep: Class 2 contains 82610 members 
Entering Unmasked Estep 
Score: -21971376.000000 Penalty: 3953.606689
	Iteration 6Q: 3 clusters Score -2.197138e+07 nChanged 10384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116067 members 
Mstep: Class 2 contains 75874 members 
Entering Unmasked Estep 
Score: -21977734.000000 Penalty: 3953.606689
	Iteration 7F: 3 clusters Score -2.197773e+07 nChanged 12167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124114 members 
Mstep: Class 2 contains 67827 members 
Entering Unmasked Estep 
Score: -21986184.000000 Penalty: 3953.606689
	Iteration 8F: 3 clusters Score -2.198618e+07 nChanged 12453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131935 members 
Mstep: Class 2 contains 60006 members 
Entering Unmasked Estep 
Score: -21995208.000000 Penalty: 3953.606689
	Iteration 9F: 3 clusters Score -2.199521e+07 nChanged 10982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138259 members 
Mstep: Class 2 contains 53682 members 
Entering Unmasked Estep 
Score: -22001856.000000 Penalty: 3953.606689
	Iteration 10F: 3 clusters Score -2.200186e+07 nChanged 8281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143106 members 
Mstep: Class 2 contains 48835 members 
Entering Unmasked Estep 
Score: -22005074.000000 Penalty: 3953.606689
	Iteration 11Q: 3 clusters Score -2.200507e+07 nChanged 5786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147350 members 
Mstep: Class 2 contains 44591 members 
Entering Unmasked Estep 
Score: -22006652.000000 Penalty: 3953.606689
	Iteration 12Q: 3 clusters Score -2.200665e+07 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151438 members 
Mstep: Class 2 contains 40503 members 
Entering Unmasked Estep 
Score: -22007760.000000 Penalty: 3953.606689
	Iteration 13Q: 3 clusters Score -2.200776e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155528 members 
Mstep: Class 2 contains 36413 members 
Entering Unmasked Estep 
Score: -22008806.000000 Penalty: 3953.606689
	Iteration 14Q: 3 clusters Score -2.200881e+07 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159349 members 
Mstep: Class 2 contains 32592 members 
Entering Unmasked Estep 
Score: -22009708.000000 Penalty: 3953.606689
	Iteration 15Q: 3 clusters Score -2.200971e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162871 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
Score: -22010414.000000 Penalty: 3953.606689
	Iteration 16Q: 3 clusters Score -2.201041e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166064 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -22010738.000000 Penalty: 3953.606689
	Iteration 17Q: 3 clusters Score -2.201074e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169008 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -22011166.000000 Penalty: 3953.606689
	Iteration 18Q: 3 clusters Score -2.201117e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171765 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -22011392.000000 Penalty: 3953.606689
	Iteration 19Q: 3 clusters Score -2.201139e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174155 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -22011540.000000 Penalty: 3953.606689
	Iteration 20F: 3 clusters Score -2.201154e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176298 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -22011588.000000 Penalty: 3953.606689
	Iteration 21Q: 3 clusters Score -2.201159e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178210 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -22011606.000000 Penalty: 3953.606689
	Iteration 22Q: 3 clusters Score -2.201161e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179930 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -22011614.000000 Penalty: 3953.606689
	Iteration 23Q: 3 clusters Score -2.201161e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181573 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -22011718.000000 Penalty: 3953.606689
	Iteration 24Q: 3 clusters Score -2.201172e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183080 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -22011896.000000 Penalty: 3953.606689
	Iteration 25Q: 3 clusters Score -2.20119e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184455 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -22012210.000000 Penalty: 3953.606689
	Iteration 26Q: 3 clusters Score -2.201221e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185664 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -22012568.000000 Penalty: 3953.606689
	Iteration 27Q: 3 clusters Score -2.201257e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186708 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -22012774.000000 Penalty: 3953.606689
	Iteration 28Q: 3 clusters Score -2.201277e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187595 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -22012948.000000 Penalty: 3953.606689
	Iteration 29Q: 3 clusters Score -2.201295e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188331 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -22012954.000000 Penalty: 3953.606689
	Iteration 30Q: 3 clusters Score -2.201295e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188952 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -22012848.000000 Penalty: 3953.606689
	Iteration 31Q: 3 clusters Score -2.201285e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189421 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -22012784.000000 Penalty: 3953.606689
	Iteration 32Q: 3 clusters Score -2.201278e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189803 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -22012674.000000 Penalty: 3953.606689
	Iteration 33Q: 3 clusters Score -2.201267e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190065 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -22012676.000000 Penalty: 3953.606689
	Iteration 34Q: 3 clusters Score -2.201268e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190266 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -22012656.000000 Penalty: 3953.606689
	Iteration 35Q: 3 clusters Score -2.201266e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190437 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -22012690.000000 Penalty: 3953.606689
	Iteration 36Q: 3 clusters Score -2.201269e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190572 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -22012640.000000 Penalty: 3953.606689
	Iteration 37Q: 3 clusters Score -2.201264e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190680 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -22012676.000000 Penalty: 3953.606689
	Iteration 38Q: 3 clusters Score -2.201268e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190768 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -22012686.000000 Penalty: 3953.606689
	Iteration 39Q: 3 clusters Score -2.201269e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190827 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -22012720.000000 Penalty: 3953.606689
	Iteration 40F: 3 clusters Score -2.201272e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190887 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -22012714.000000 Penalty: 3953.606689
	Iteration 41Q: 3 clusters Score -2.201271e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190936 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -22012736.000000 Penalty: 3953.606689
	Iteration 42Q: 3 clusters Score -2.201274e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190979 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -22012706.000000 Penalty: 3953.606689
	Iteration 43Q: 3 clusters Score -2.201271e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191018 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -22012676.000000 Penalty: 3953.606689
	Iteration 44Q: 3 clusters Score -2.201268e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191053 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -22012682.000000 Penalty: 3953.606689
	Iteration 45Q: 3 clusters Score -2.201268e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191076 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -22012654.000000 Penalty: 3953.606689
	Iteration 46Q: 3 clusters Score -2.201265e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191091 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -22012664.000000 Penalty: 3953.606689
	Iteration 47Q: 3 clusters Score -2.201266e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191106 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -22012650.000000 Penalty: 3953.606689
	Iteration 48Q: 3 clusters Score -2.201265e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191114 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -22012662.000000 Penalty: 3953.606689
	Iteration 49Q: 3 clusters Score -2.201266e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191127 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -22012660.000000 Penalty: 3953.606689
	Iteration 50Q: 3 clusters Score -2.201266e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191133 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -22012688.000000 Penalty: 3953.606689
	Iteration 51Q: 3 clusters Score -2.201269e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191135 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -22012682.000000 Penalty: 3953.606689
	Iteration 52Q: 3 clusters Score -2.201268e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191141 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -22012668.000000 Penalty: 3953.606689
	Iteration 53Q: 3 clusters Score -2.201267e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191148 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -22012686.000000 Penalty: 3953.606689
	Iteration 54Q: 3 clusters Score -2.201269e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191149 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -22012686.000000 Penalty: 3953.606689
	Iteration 55Q: 3 clusters Score -2.201269e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191150 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -22012688.000000 Penalty: 3953.606689
	Iteration 56Q: 3 clusters Score -2.201269e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191150 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -22012676.000000 Penalty: 3953.606689
	Iteration 57Q: 3 clusters Score -2.201268e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191151 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -22012686.000000 Penalty: 3953.606689
	Iteration 58Q: 3 clusters Score -2.201269e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191152 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -22012684.000000 Penalty: 3953.606689
	Iteration 59Q: 3 clusters Score -2.201268e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191155 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -22012676.000000 Penalty: 3953.606689
	Iteration 60F: 3 clusters Score -2.201268e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191155 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -22012686.000000 Penalty: 3953.606689
	Iteration 61Q: 3 clusters Score -2.201269e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191157 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -22012676.000000 Penalty: 3953.606689
	Iteration 62Q: 3 clusters Score -2.201268e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191157 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -22012692.000000 Penalty: 3953.606689
	Iteration 63Q: 3 clusters Score -2.201269e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191156 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -22012692.000000 Penalty: 3953.606689
	Iteration 64Q: 3 clusters Score -2.201269e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191155 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -22012688.000000 Penalty: 3953.606689
	Iteration 65Q: 3 clusters Score -2.201269e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191150 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -22012698.000000 Penalty: 3953.606689
	Iteration 66Q: 3 clusters Score -2.20127e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191150 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -22012702.000000 Penalty: 3953.606689
	Iteration 67Q: 3 clusters Score -2.20127e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191145 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -22012702.000000 Penalty: 3953.606689
	Iteration 68Q: 3 clusters Score -2.20127e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191143 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -22012698.000000 Penalty: 3953.606689
	Iteration 69Q: 3 clusters Score -2.20127e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191142 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -22012696.000000 Penalty: 3953.606689
	Iteration 70Q: 3 clusters Score -2.20127e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191142 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -22012696.000000 Penalty: 3953.606689
	Iteration 71F: 3 clusters Score -2.20127e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Entering Unmasked Estep 
Score: -1254487.625000 Penalty: 1508.975708
	Iteration 0F: 2 clusters Score -1254488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1246712.875000 Penalty: 3017.951416
	Iteration 0F: 3 clusters Score -1246713 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1249286.750000 Penalty: 3017.951416
	Iteration 1F: 3 clusters Score -1249287 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1249533.125000 Penalty: 3017.951416
	Iteration 2F: 3 clusters Score -1249533 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1249760.750000 Penalty: 3017.951416
	Iteration 3Q: 3 clusters Score -1249761 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1250030.000000 Penalty: 3017.951416
	Iteration 4Q: 3 clusters Score -1250030 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1250355.875000 Penalty: 3017.951416
	Iteration 5Q: 3 clusters Score -1250356 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1250751.375000 Penalty: 3017.951416
	Iteration 6F: 3 clusters Score -1250751 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1251194.375000 Penalty: 3017.951416
	Iteration 7F: 3 clusters Score -1251194 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1251750.000000 Penalty: 3017.951416
	Iteration 8F: 3 clusters Score -1251750 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1252272.000000 Penalty: 3017.951416
	Iteration 9F: 3 clusters Score -1252272 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1252759.750000 Penalty: 3017.951416
	Iteration 10Q: 3 clusters Score -1252760 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1253043.000000 Penalty: 3017.951416
	Iteration 11Q: 3 clusters Score -1253043 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1253204.625000 Penalty: 3017.951416
	Iteration 12Q: 3 clusters Score -1253205 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1253292.500000 Penalty: 3017.951416
	Iteration 13Q: 3 clusters Score -1253292 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1253343.250000 Penalty: 3017.951416
	Iteration 14Q: 3 clusters Score -1253343 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1253363.875000 Penalty: 3017.951416
	Iteration 15Q: 3 clusters Score -1253364 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1253377.625000 Penalty: 3017.951416
	Iteration 16Q: 3 clusters Score -1253378 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1253386.125000 Penalty: 3017.951416
	Iteration 17Q: 3 clusters Score -1253386 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1253390.500000 Penalty: 3017.951416
	Iteration 18Q: 3 clusters Score -1253390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1253395.750000 Penalty: 3017.951416
	Iteration 19Q: 3 clusters Score -1253396 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1253397.250000 Penalty: 3017.951416
	Iteration 20F: 3 clusters Score -1253397 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1253402.875000 Penalty: 3017.951416
	Iteration 21Q: 3 clusters Score -1253403 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1253408.000000 Penalty: 3017.951416
	Iteration 22Q: 3 clusters Score -1253408 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1253410.875000 Penalty: 3017.951416
	Iteration 23Q: 3 clusters Score -1253411 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1253416.375000 Penalty: 3017.951416
	Iteration 24Q: 3 clusters Score -1253416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1253419.625000 Penalty: 3017.951416
	Iteration 25Q: 3 clusters Score -1253420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1253421.750000 Penalty: 3017.951416
	Iteration 26Q: 3 clusters Score -1253422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1253423.000000 Penalty: 3017.951416
	Iteration 27Q: 3 clusters Score -1253423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1253424.750000 Penalty: 3017.951416
	Iteration 28Q: 3 clusters Score -1253425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1253426.375000 Penalty: 3017.951416
	Iteration 29Q: 3 clusters Score -1253426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1253428.625000 Penalty: 3017.951416
	Iteration 30Q: 3 clusters Score -1253429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1253430.375000 Penalty: 3017.951416
	Iteration 31Q: 3 clusters Score -1253430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1253433.125000 Penalty: 3017.951416
	Iteration 32Q: 3 clusters Score -1253433 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1253435.250000 Penalty: 3017.951416
	Iteration 33Q: 3 clusters Score -1253435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1253437.125000 Penalty: 3017.951416
	Iteration 34Q: 3 clusters Score -1253437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1253436.750000 Penalty: 3017.951416
	Iteration 35Q: 3 clusters Score -1253437 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1253438.000000 Penalty: 3017.951416
	Iteration 36Q: 3 clusters Score -1253438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1253442.250000 Penalty: 3017.951416
	Iteration 37Q: 3 clusters Score -1253442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1253445.500000 Penalty: 3017.951416
	Iteration 38Q: 3 clusters Score -1253446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1253444.250000 Penalty: 3017.951416
	Iteration 39Q: 3 clusters Score -1253444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1253443.875000 Penalty: 3017.951416
	Iteration 40F: 3 clusters Score -1253444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1253445.750000 Penalty: 3017.951416
	Iteration 41Q: 3 clusters Score -1253446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1253446.000000 Penalty: 3017.951416
	Iteration 42Q: 3 clusters Score -1253446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1253446.750000 Penalty: 3017.951416
	Iteration 43Q: 3 clusters Score -1253447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1253445.125000 Penalty: 3017.951416
	Iteration 44Q: 3 clusters Score -1253445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1253446.375000 Penalty: 3017.951416
	Iteration 45Q: 3 clusters Score -1253446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1253447.125000 Penalty: 3017.951416
	Iteration 46Q: 3 clusters Score -1253447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1253447.125000 Penalty: 3017.951416
	Iteration 47F: 3 clusters Score -1253447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (29502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29502 members 
Entering Unmasked Estep 
Score: -3240700.250000 Penalty: 1672.484741
	Iteration 0F: 2 clusters Score -3240700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -3220845.000000 Penalty: 3344.969482
	Iteration 0F: 3 clusters Score -3220845 nChanged 13662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -3228301.750000 Penalty: 3344.969482
	Iteration 1F: 3 clusters Score -3228302 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -3228715.000000 Penalty: 3344.969482
	Iteration 2Q: 3 clusters Score -3228715 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -3229105.250000 Penalty: 3344.969482
	Iteration 3Q: 3 clusters Score -3229105 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -3229573.250000 Penalty: 3344.969482
	Iteration 4Q: 3 clusters Score -3229573 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -3230145.500000 Penalty: 3344.969482
	Iteration 5Q: 3 clusters Score -3230146 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -3230854.250000 Penalty: 3344.969482
	Iteration 6Q: 3 clusters Score -3230854 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -3231755.250000 Penalty: 3344.969482
	Iteration 7F: 3 clusters Score -3231755 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -3232855.250000 Penalty: 3344.969482
	Iteration 8F: 3 clusters Score -3232855 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -3234213.250000 Penalty: 3344.969482
	Iteration 9F: 3 clusters Score -3234213 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -3235589.750000 Penalty: 3344.969482
	Iteration 10F: 3 clusters Score -3235590 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -3236597.250000 Penalty: 3344.969482
	Iteration 11Q: 3 clusters Score -3236597 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -3237238.250000 Penalty: 3344.969482
	Iteration 12Q: 3 clusters Score -3237238 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -3237585.500000 Penalty: 3344.969482
	Iteration 13Q: 3 clusters Score -3237586 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -3237779.250000 Penalty: 3344.969482
	Iteration 14Q: 3 clusters Score -3237779 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -3237931.500000 Penalty: 3344.969482
	Iteration 15Q: 3 clusters Score -3237932 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -3238032.000000 Penalty: 3344.969482
	Iteration 16Q: 3 clusters Score -3238032 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -3238089.000000 Penalty: 3344.969482
	Iteration 17Q: 3 clusters Score -3238089 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -3238120.750000 Penalty: 3344.969482
	Iteration 18Q: 3 clusters Score -3238121 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -3238152.250000 Penalty: 3344.969482
	Iteration 19Q: 3 clusters Score -3238152 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -3238181.250000 Penalty: 3344.969482
	Iteration 20F: 3 clusters Score -3238181 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -3238222.250000 Penalty: 3344.969482
	Iteration 21Q: 3 clusters Score -3238222 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -3238254.250000 Penalty: 3344.969482
	Iteration 22Q: 3 clusters Score -3238254 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -3238275.750000 Penalty: 3344.969482
	Iteration 23Q: 3 clusters Score -3238276 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -3238288.250000 Penalty: 3344.969482
	Iteration 24Q: 3 clusters Score -3238288 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -3238300.000000 Penalty: 3344.969482
	Iteration 25Q: 3 clusters Score -3238300 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -3238319.000000 Penalty: 3344.969482
	Iteration 26Q: 3 clusters Score -3238319 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -3238332.000000 Penalty: 3344.969482
	Iteration 27Q: 3 clusters Score -3238332 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -3238333.500000 Penalty: 3344.969482
	Iteration 28Q: 3 clusters Score -3238334 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -3238353.500000 Penalty: 3344.969482
	Iteration 29Q: 3 clusters Score -3238354 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -3238361.750000 Penalty: 3344.969482
	Iteration 30Q: 3 clusters Score -3238362 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -3238360.500000 Penalty: 3344.969482
	Iteration 31Q: 3 clusters Score -3238360 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -3238367.250000 Penalty: 3344.969482
	Iteration 32Q: 3 clusters Score -3238367 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -3238365.750000 Penalty: 3344.969482
	Iteration 33Q: 3 clusters Score -3238366 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -3238369.000000 Penalty: 3344.969482
	Iteration 34Q: 3 clusters Score -3238369 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -3238369.250000 Penalty: 3344.969482
	Iteration 35Q: 3 clusters Score -3238369 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -3238365.500000 Penalty: 3344.969482
	Iteration 36Q: 3 clusters Score -3238366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -3238369.500000 Penalty: 3344.969482
	Iteration 37Q: 3 clusters Score -3238370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -3238376.250000 Penalty: 3344.969482
	Iteration 38Q: 3 clusters Score -3238376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -3238381.750000 Penalty: 3344.969482
	Iteration 39Q: 3 clusters Score -3238382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -3238388.750000 Penalty: 3344.969482
	Iteration 40F: 3 clusters Score -3238389 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -3238380.750000 Penalty: 3344.969482
	Iteration 41Q: 3 clusters Score -3238381 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -3238385.750000 Penalty: 3344.969482
	Iteration 42Q: 3 clusters Score -3238386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -3238388.500000 Penalty: 3344.969482
	Iteration 43Q: 3 clusters Score -3238388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -3238384.000000 Penalty: 3344.969482
	Iteration 44Q: 3 clusters Score -3238384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -3238381.250000 Penalty: 3344.969482
	Iteration 45Q: 3 clusters Score -3238381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -3238381.500000 Penalty: 3344.969482
	Iteration 46Q: 3 clusters Score -3238382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -3238383.000000 Penalty: 3344.969482
	Iteration 47Q: 3 clusters Score -3238383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -3238380.250000 Penalty: 3344.969482
	Iteration 48Q: 3 clusters Score -3238380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -3238385.750000 Penalty: 3344.969482
	Iteration 49Q: 3 clusters Score -3238386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -3238379.750000 Penalty: 3344.969482
	Iteration 50Q: 3 clusters Score -3238380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -3238381.500000 Penalty: 3344.969482
	Iteration 51Q: 3 clusters Score -3238382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -3238386.500000 Penalty: 3344.969482
	Iteration 52Q: 3 clusters Score -3238386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -3238387.250000 Penalty: 3344.969482
	Iteration 53Q: 3 clusters Score -3238387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -3238386.250000 Penalty: 3344.969482
	Iteration 54Q: 3 clusters Score -3238386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -3238385.500000 Penalty: 3344.969482
	Iteration 55Q: 3 clusters Score -3238386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -3238383.000000 Penalty: 3344.969482
	Iteration 56Q: 3 clusters Score -3238383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -3238384.500000 Penalty: 3344.969482
	Iteration 57Q: 3 clusters Score -3238384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -3238383.000000 Penalty: 3344.969482
	Iteration 58Q: 3 clusters Score -3238383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -3238384.750000 Penalty: 3344.969482
	Iteration 59Q: 3 clusters Score -3238385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -3238379.750000 Penalty: 3344.969482
	Iteration 60F: 3 clusters Score -3238380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -3238384.750000 Penalty: 3344.969482
	Iteration 61Q: 3 clusters Score -3238385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -3238384.750000 Penalty: 3344.969482
	Iteration 62Q: 3 clusters Score -3238385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -3238385.500000 Penalty: 3344.969482
	Iteration 63Q: 3 clusters Score -3238386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -3238389.250000 Penalty: 3344.969482
	Iteration 64Q: 3 clusters Score -3238389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -3238390.000000 Penalty: 3344.969482
	Iteration 65Q: 3 clusters Score -3238390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -3238390.500000 Penalty: 3344.969482
	Iteration 66Q: 3 clusters Score -3238390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -3238391.250000 Penalty: 3344.969482
	Iteration 67Q: 3 clusters Score -3238391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -3238392.250000 Penalty: 3344.969482
	Iteration 68Q: 3 clusters Score -3238392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -3238389.250000 Penalty: 3344.969482
	Iteration 69Q: 3 clusters Score -3238389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -3238392.000000 Penalty: 3344.969482
	Iteration 70Q: 3 clusters Score -3238392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -3238389.500000 Penalty: 3344.969482
	Iteration 71Q: 3 clusters Score -3238390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -3238390.500000 Penalty: 3344.969482
	Iteration 72Q: 3 clusters Score -3238390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -3238390.500000 Penalty: 3344.969482
	Iteration 73F: 3 clusters Score -3238390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (36559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36559 members 
Entering Unmasked Estep 
Score: -4027398.750000 Penalty: 1707.335938
	Iteration 0F: 2 clusters Score -4027399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -4002945.250000 Penalty: 3414.671875
	Iteration 0F: 3 clusters Score -4002945 nChanged 16883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -4012410.250000 Penalty: 3414.671875
	Iteration 1F: 3 clusters Score -4012410 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -4012786.250000 Penalty: 3414.671875
	Iteration 2Q: 3 clusters Score -4012786 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -4013153.750000 Penalty: 3414.671875
	Iteration 3Q: 3 clusters Score -4013154 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -4013540.250000 Penalty: 3414.671875
	Iteration 4Q: 3 clusters Score -4013540 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -4014007.000000 Penalty: 3414.671875
	Iteration 5Q: 3 clusters Score -4014007 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -4014575.000000 Penalty: 3414.671875
	Iteration 6Q: 3 clusters Score -4014575 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -4015267.000000 Penalty: 3414.671875
	Iteration 7Q: 3 clusters Score -4015267 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -4016208.750000 Penalty: 3414.671875
	Iteration 8Q: 3 clusters Score -4016209 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -4017462.000000 Penalty: 3414.671875
	Iteration 9F: 3 clusters Score -4017462 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -4018801.500000 Penalty: 3414.671875
	Iteration 10F: 3 clusters Score -4018802 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -4019906.250000 Penalty: 3414.671875
	Iteration 11Q: 3 clusters Score -4019906 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -4020749.250000 Penalty: 3414.671875
	Iteration 12Q: 3 clusters Score -4020749 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 26582 members 
Entering Unmasked Estep 
Score: -4021209.000000 Penalty: 3414.671875
	Iteration 13Q: 3 clusters Score -4021209 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -4021510.500000 Penalty: 3414.671875
	Iteration 14Q: 3 clusters Score -4021510 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
Score: -4021808.250000 Penalty: 3414.671875
	Iteration 15Q: 3 clusters Score -4021808 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -4022055.000000 Penalty: 3414.671875
	Iteration 16Q: 3 clusters Score -4022055 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -4022295.750000 Penalty: 3414.671875
	Iteration 17Q: 3 clusters Score -4022296 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 29557 members 
Entering Unmasked Estep 
Score: -4022497.750000 Penalty: 3414.671875
	Iteration 18Q: 3 clusters Score -4022498 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 30079 members 
Entering Unmasked Estep 
Score: -4022724.500000 Penalty: 3414.671875
	Iteration 19Q: 3 clusters Score -4022724 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 30599 members 
Entering Unmasked Estep 
Score: -4022954.500000 Penalty: 3414.671875
	Iteration 20F: 3 clusters Score -4022954 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 31132 members 
Entering Unmasked Estep 
Score: -4023177.250000 Penalty: 3414.671875
	Iteration 21Q: 3 clusters Score -4023177 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 31674 members 
Entering Unmasked Estep 
Score: -4023426.750000 Penalty: 3414.671875
	Iteration 22Q: 3 clusters Score -4023427 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 32221 members 
Entering Unmasked Estep 
Score: -4023666.250000 Penalty: 3414.671875
	Iteration 23Q: 3 clusters Score -4023666 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -4023947.000000 Penalty: 3414.671875
	Iteration 24Q: 3 clusters Score -4023947 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 33245 members 
Entering Unmasked Estep 
Score: -4024177.750000 Penalty: 3414.671875
	Iteration 25Q: 3 clusters Score -4024178 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -4024397.250000 Penalty: 3414.671875
	Iteration 26Q: 3 clusters Score -4024397 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 34098 members 
Entering Unmasked Estep 
Score: -4024640.000000 Penalty: 3414.671875
	Iteration 27Q: 3 clusters Score -4024640 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -4024841.500000 Penalty: 3414.671875
	Iteration 28Q: 3 clusters Score -4024842 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 34818 members 
Entering Unmasked Estep 
Score: -4025024.500000 Penalty: 3414.671875
	Iteration 29Q: 3 clusters Score -4025024 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 35088 members 
Entering Unmasked Estep 
Score: -4025172.750000 Penalty: 3414.671875
	Iteration 30Q: 3 clusters Score -4025173 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 35319 members 
Entering Unmasked Estep 
Score: -4025305.250000 Penalty: 3414.671875
	Iteration 31Q: 3 clusters Score -4025305 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -4025413.250000 Penalty: 3414.671875
	Iteration 32Q: 3 clusters Score -4025413 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -4025533.250000 Penalty: 3414.671875
	Iteration 33Q: 3 clusters Score -4025533 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 35803 members 
Entering Unmasked Estep 
Score: -4025614.750000 Penalty: 3414.671875
	Iteration 34Q: 3 clusters Score -4025615 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 35904 members 
Entering Unmasked Estep 
Score: -4025692.000000 Penalty: 3414.671875
	Iteration 35Q: 3 clusters Score -4025692 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 35981 members 
Entering Unmasked Estep 
Score: -4025759.250000 Penalty: 3414.671875
	Iteration 36Q: 3 clusters Score -4025759 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -4025777.500000 Penalty: 3414.671875
	Iteration 37Q: 3 clusters Score -4025778 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -4025793.500000 Penalty: 3414.671875
	Iteration 38Q: 3 clusters Score -4025794 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 36080 members 
Entering Unmasked Estep 
Score: -4025810.250000 Penalty: 3414.671875
	Iteration 39Q: 3 clusters Score -4025810 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 36098 members 
Entering Unmasked Estep 
Score: -4025821.000000 Penalty: 3414.671875
	Iteration 40F: 3 clusters Score -4025821 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -4025846.250000 Penalty: 3414.671875
	Iteration 41Q: 3 clusters Score -4025846 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 36139 members 
Entering Unmasked Estep 
Score: -4025866.000000 Penalty: 3414.671875
	Iteration 42Q: 3 clusters Score -4025866 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 36162 members 
Entering Unmasked Estep 
Score: -4025876.750000 Penalty: 3414.671875
	Iteration 43Q: 3 clusters Score -4025877 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -4025885.250000 Penalty: 3414.671875
	Iteration 44Q: 3 clusters Score -4025885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 36179 members 
Entering Unmasked Estep 
Score: -4025885.750000 Penalty: 3414.671875
	Iteration 45Q: 3 clusters Score -4025886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
Score: -4025890.500000 Penalty: 3414.671875
	Iteration 46Q: 3 clusters Score -4025890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 36189 members 
Entering Unmasked Estep 
Score: -4025894.500000 Penalty: 3414.671875
	Iteration 47Q: 3 clusters Score -4025894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 36195 members 
Entering Unmasked Estep 
Score: -4025903.500000 Penalty: 3414.671875
	Iteration 48Q: 3 clusters Score -4025904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 36197 members 
Entering Unmasked Estep 
Score: -4025908.500000 Penalty: 3414.671875
	Iteration 49Q: 3 clusters Score -4025908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -4025908.000000 Penalty: 3414.671875
	Iteration 50Q: 3 clusters Score -4025908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
Score: -4025911.250000 Penalty: 3414.671875
	Iteration 51Q: 3 clusters Score -4025911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -4025913.000000 Penalty: 3414.671875
	Iteration 52Q: 3 clusters Score -4025913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 36214 members 
Entering Unmasked Estep 
Score: -4025917.000000 Penalty: 3414.671875
	Iteration 53Q: 3 clusters Score -4025917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 36215 members 
Entering Unmasked Estep 
Score: -4025924.250000 Penalty: 3414.671875
	Iteration 54Q: 3 clusters Score -4025924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
Score: -4025923.250000 Penalty: 3414.671875
	Iteration 55Q: 3 clusters Score -4025923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
Score: -4025921.500000 Penalty: 3414.671875
	Iteration 56Q: 3 clusters Score -4025922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 36223 members 
Entering Unmasked Estep 
Score: -4025923.500000 Penalty: 3414.671875
	Iteration 57Q: 3 clusters Score -4025924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 36225 members 
Entering Unmasked Estep 
Score: -4025926.000000 Penalty: 3414.671875
	Iteration 58Q: 3 clusters Score -4025926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 36225 members 
Entering Unmasked Estep 
Score: -4025926.000000 Penalty: 3414.671875
	Iteration 59F: 3 clusters Score -4025926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Entering Unmasked Estep 
Score: -1311531.375000 Penalty: 1517.057617
	Iteration 0F: 2 clusters Score -1311531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1303453.750000 Penalty: 3034.115234
	Iteration 0F: 3 clusters Score -1303454 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1306117.375000 Penalty: 3034.115234
	Iteration 1F: 3 clusters Score -1306117 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1306371.625000 Penalty: 3034.115234
	Iteration 2F: 3 clusters Score -1306372 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1306632.125000 Penalty: 3034.115234
	Iteration 3Q: 3 clusters Score -1306632 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1306885.625000 Penalty: 3034.115234
	Iteration 4Q: 3 clusters Score -1306886 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1307133.375000 Penalty: 3034.115234
	Iteration 5Q: 3 clusters Score -1307133 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1307398.000000 Penalty: 3034.115234
	Iteration 6Q: 3 clusters Score -1307398 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1307705.375000 Penalty: 3034.115234
	Iteration 7Q: 3 clusters Score -1307705 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1308073.000000 Penalty: 3034.115234
	Iteration 8Q: 3 clusters Score -1308073 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1308607.125000 Penalty: 3034.115234
	Iteration 9F: 3 clusters Score -1308607 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1309179.250000 Penalty: 3034.115234
	Iteration 10F: 3 clusters Score -1309179 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1309696.375000 Penalty: 3034.115234
	Iteration 11F: 3 clusters Score -1309696 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1310059.125000 Penalty: 3034.115234
	Iteration 12Q: 3 clusters Score -1310059 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1310274.250000 Penalty: 3034.115234
	Iteration 13Q: 3 clusters Score -1310274 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1310368.125000 Penalty: 3034.115234
	Iteration 14Q: 3 clusters Score -1310368 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1310419.750000 Penalty: 3034.115234
	Iteration 15Q: 3 clusters Score -1310420 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1310441.000000 Penalty: 3034.115234
	Iteration 16Q: 3 clusters Score -1310441 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1310457.000000 Penalty: 3034.115234
	Iteration 17Q: 3 clusters Score -1310457 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1310468.500000 Penalty: 3034.115234
	Iteration 18Q: 3 clusters Score -1310468 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1310478.750000 Penalty: 3034.115234
	Iteration 19Q: 3 clusters Score -1310479 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1310482.750000 Penalty: 3034.115234
	Iteration 20F: 3 clusters Score -1310483 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1310484.000000 Penalty: 3034.115234
	Iteration 21Q: 3 clusters Score -1310484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1310491.875000 Penalty: 3034.115234
	Iteration 22Q: 3 clusters Score -1310492 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1310491.375000 Penalty: 3034.115234
	Iteration 23Q: 3 clusters Score -1310491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1310490.750000 Penalty: 3034.115234
	Iteration 24Q: 3 clusters Score -1310491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1310490.125000 Penalty: 3034.115234
	Iteration 25Q: 3 clusters Score -1310490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1310492.875000 Penalty: 3034.115234
	Iteration 26Q: 3 clusters Score -1310493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1310494.375000 Penalty: 3034.115234
	Iteration 27Q: 3 clusters Score -1310494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1310496.250000 Penalty: 3034.115234
	Iteration 28Q: 3 clusters Score -1310496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1310499.000000 Penalty: 3034.115234
	Iteration 29Q: 3 clusters Score -1310499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1310496.500000 Penalty: 3034.115234
	Iteration 30Q: 3 clusters Score -1310496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1310493.000000 Penalty: 3034.115234
	Iteration 31Q: 3 clusters Score -1310493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1310494.500000 Penalty: 3034.115234
	Iteration 32Q: 3 clusters Score -1310494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1310495.000000 Penalty: 3034.115234
	Iteration 33Q: 3 clusters Score -1310495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1310496.250000 Penalty: 3034.115234
	Iteration 34Q: 3 clusters Score -1310496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1310494.625000 Penalty: 3034.115234
	Iteration 35Q: 3 clusters Score -1310495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1310494.625000 Penalty: 3034.115234
	Iteration 36F: 3 clusters Score -1310495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Entering Unmasked Estep 
Score: -435554.968750 Penalty: 1362.196289
	Iteration 0F: 2 clusters Score -435555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -431970.468750 Penalty: 2724.392578
	Iteration 0F: 3 clusters Score -431970.5 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -433055.812500 Penalty: 2724.392578
	Iteration 1F: 3 clusters Score -433055.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -433275.343750 Penalty: 2724.392578
	Iteration 2F: 3 clusters Score -433275.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -433401.500000 Penalty: 2724.392578
	Iteration 3F: 3 clusters Score -433401.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -433530.562500 Penalty: 2724.392578
	Iteration 4Q: 3 clusters Score -433530.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -433630.718750 Penalty: 2724.392578
	Iteration 5Q: 3 clusters Score -433630.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -433740.843750 Penalty: 2724.392578
	Iteration 6Q: 3 clusters Score -433740.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -433851.687500 Penalty: 2724.392578
	Iteration 7Q: 3 clusters Score -433851.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -433977.281250 Penalty: 2724.392578
	Iteration 8Q: 3 clusters Score -433977.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -434111.562500 Penalty: 2724.392578
	Iteration 9Q: 3 clusters Score -434111.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -434194.906250 Penalty: 2724.392578
	Iteration 10Q: 3 clusters Score -434194.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -434265.656250 Penalty: 2724.392578
	Iteration 11Q: 3 clusters Score -434265.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -434308.406250 Penalty: 2724.392578
	Iteration 12Q: 3 clusters Score -434308.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -434345.687500 Penalty: 2724.392578
	Iteration 13Q: 3 clusters Score -434345.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -434389.375000 Penalty: 2724.392578
	Iteration 14Q: 3 clusters Score -434389.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -434422.531250 Penalty: 2724.392578
	Iteration 15Q: 3 clusters Score -434422.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -434444.093750 Penalty: 2724.392578
	Iteration 16Q: 3 clusters Score -434444.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -434466.593750 Penalty: 2724.392578
	Iteration 17Q: 3 clusters Score -434466.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -434484.218750 Penalty: 2724.392578
	Iteration 18Q: 3 clusters Score -434484.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -434501.031250 Penalty: 2724.392578
	Iteration 19Q: 3 clusters Score -434501 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -434520.343750 Penalty: 2724.392578
	Iteration 20F: 3 clusters Score -434520.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -434535.187500 Penalty: 2724.392578
	Iteration 21Q: 3 clusters Score -434535.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -434542.625000 Penalty: 2724.392578
	Iteration 22Q: 3 clusters Score -434542.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -434551.281250 Penalty: 2724.392578
	Iteration 23Q: 3 clusters Score -434551.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -434557.468750 Penalty: 2724.392578
	Iteration 24Q: 3 clusters Score -434557.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -434560.968750 Penalty: 2724.392578
	Iteration 25Q: 3 clusters Score -434561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -434563.093750 Penalty: 2724.392578
	Iteration 26Q: 3 clusters Score -434563.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -434563.750000 Penalty: 2724.392578
	Iteration 27Q: 3 clusters Score -434563.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -434563.187500 Penalty: 2724.392578
	Iteration 28Q: 3 clusters Score -434563.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -434565.750000 Penalty: 2724.392578
	Iteration 29Q: 3 clusters Score -434565.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -434566.093750 Penalty: 2724.392578
	Iteration 30Q: 3 clusters Score -434566.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -434566.562500 Penalty: 2724.392578
	Iteration 31Q: 3 clusters Score -434566.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -434567.343750 Penalty: 2724.392578
	Iteration 32Q: 3 clusters Score -434567.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -434568.093750 Penalty: 2724.392578
	Iteration 33Q: 3 clusters Score -434568.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -434568.093750 Penalty: 2724.392578
	Iteration 34Q: 3 clusters Score -434568.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -434568.031250 Penalty: 2724.392578
	Iteration 35Q: 3 clusters Score -434568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -434567.687500 Penalty: 2724.392578
	Iteration 36Q: 3 clusters Score -434567.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -434568.375000 Penalty: 2724.392578
	Iteration 37Q: 3 clusters Score -434568.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -434568.375000 Penalty: 2724.392578
	Iteration 38F: 3 clusters Score -434568.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (102955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102955 members 
Entering Unmasked Estep 
Score: -12245306.000000 Penalty: 1875.582764
	Iteration 0F: 2 clusters Score -1.224531e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51274 members 
Mstep: Class 2 contains 51681 members 
Entering Unmasked Estep 
Score: -12179914.000000 Penalty: 3751.165527
	Iteration 0F: 3 clusters Score -1.217991e+07 nChanged 49071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48433 members 
Mstep: Class 2 contains 54522 members 
Entering Unmasked Estep 
Score: -12208224.000000 Penalty: 3751.165527
	Iteration 1F: 3 clusters Score -1.220822e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46624 members 
Mstep: Class 2 contains 56331 members 
Entering Unmasked Estep 
Score: -12209137.000000 Penalty: 3751.165527
	Iteration 2Q: 3 clusters Score -1.220914e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43885 members 
Mstep: Class 2 contains 59070 members 
Entering Unmasked Estep 
Score: -12210473.000000 Penalty: 3751.165527
	Iteration 3Q: 3 clusters Score -1.221047e+07 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 63116 members 
Entering Unmasked Estep 
Score: -12212662.000000 Penalty: 3751.165527
	Iteration 4Q: 3 clusters Score -1.221266e+07 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 68818 members 
Entering Unmasked Estep 
Score: -12216425.000000 Penalty: 3751.165527
	Iteration 5F: 3 clusters Score -1.221642e+07 nChanged 7509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 75975 members 
Entering Unmasked Estep 
Score: -12222170.000000 Penalty: 3751.165527
	Iteration 6F: 3 clusters Score -1.222217e+07 nChanged 8054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 83847 members 
Entering Unmasked Estep 
Score: -12229212.000000 Penalty: 3751.165527
	Iteration 7F: 3 clusters Score -1.222921e+07 nChanged 7012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 90807 members 
Entering Unmasked Estep 
Score: -12235603.000000 Penalty: 3751.165527
	Iteration 8F: 3 clusters Score -1.22356e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 95937 members 
Entering Unmasked Estep 
Score: -12239885.000000 Penalty: 3751.165527
	Iteration 9F: 3 clusters Score -1.223988e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 99242 members 
Entering Unmasked Estep 
Score: -12241979.000000 Penalty: 3751.165527
	Iteration 10Q: 3 clusters Score -1.224198e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 100997 members 
Entering Unmasked Estep 
Score: -12242929.000000 Penalty: 3751.165527
	Iteration 11Q: 3 clusters Score -1.224293e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 101835 members 
Entering Unmasked Estep 
Score: -12243341.000000 Penalty: 3751.165527
	Iteration 12Q: 3 clusters Score -1.224334e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 102240 members 
Entering Unmasked Estep 
Score: -12243532.000000 Penalty: 3751.165527
	Iteration 13Q: 3 clusters Score -1.224353e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 102431 members 
Entering Unmasked Estep 
Score: -12243654.000000 Penalty: 3751.165527
	Iteration 14Q: 3 clusters Score -1.224365e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 102523 members 
Entering Unmasked Estep 
Score: -12243740.000000 Penalty: 3751.165527
	Iteration 15Q: 3 clusters Score -1.224374e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 102564 members 
Entering Unmasked Estep 
Score: -12243769.000000 Penalty: 3751.165527
	Iteration 16Q: 3 clusters Score -1.224377e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 102588 members 
Entering Unmasked Estep 
Score: -12243791.000000 Penalty: 3751.165527
	Iteration 17Q: 3 clusters Score -1.224379e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 102610 members 
Entering Unmasked Estep 
Score: -12243813.000000 Penalty: 3751.165527
	Iteration 18Q: 3 clusters Score -1.224381e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 102619 members 
Entering Unmasked Estep 
Score: -12243827.000000 Penalty: 3751.165527
	Iteration 19Q: 3 clusters Score -1.224383e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 102624 members 
Entering Unmasked Estep 
Score: -12243831.000000 Penalty: 3751.165527
	Iteration 20F: 3 clusters Score -1.224383e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 102629 members 
Entering Unmasked Estep 
Score: -12243842.000000 Penalty: 3751.165527
	Iteration 21Q: 3 clusters Score -1.224384e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 102634 members 
Entering Unmasked Estep 
Score: -12243857.000000 Penalty: 3751.165527
	Iteration 22Q: 3 clusters Score -1.224386e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 102633 members 
Entering Unmasked Estep 
Score: -12243866.000000 Penalty: 3751.165527
	Iteration 23Q: 3 clusters Score -1.224387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 102635 members 
Entering Unmasked Estep 
Score: -12243863.000000 Penalty: 3751.165527
	Iteration 24Q: 3 clusters Score -1.224386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 102635 members 
Entering Unmasked Estep 
Score: -12243862.000000 Penalty: 3751.165527
	Iteration 25Q: 3 clusters Score -1.224386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 102638 members 
Entering Unmasked Estep 
Score: -12243863.000000 Penalty: 3751.165527
	Iteration 26Q: 3 clusters Score -1.224386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 102637 members 
Entering Unmasked Estep 
Score: -12243860.000000 Penalty: 3751.165527
	Iteration 27Q: 3 clusters Score -1.224386e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 102637 members 
Entering Unmasked Estep 
Score: -12243860.000000 Penalty: 3751.165527
	Iteration 28F: 3 clusters Score -1.224386e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Entering Unmasked Estep 
Score: -1199865.750000 Penalty: 1501.672729
	Iteration 0F: 2 clusters Score -1199866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1192481.875000 Penalty: 3003.345459
	Iteration 0F: 3 clusters Score -1192482 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1195027.500000 Penalty: 3003.345459
	Iteration 1F: 3 clusters Score -1195028 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1195360.125000 Penalty: 3003.345459
	Iteration 2F: 3 clusters Score -1195360 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1195700.750000 Penalty: 3003.345459
	Iteration 3F: 3 clusters Score -1195701 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1196122.500000 Penalty: 3003.345459
	Iteration 4F: 3 clusters Score -1196122 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1196652.000000 Penalty: 3003.345459
	Iteration 5F: 3 clusters Score -1196652 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1197181.875000 Penalty: 3003.345459
	Iteration 6F: 3 clusters Score -1197182 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1197643.625000 Penalty: 3003.345459
	Iteration 7F: 3 clusters Score -1197644 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1198027.375000 Penalty: 3003.345459
	Iteration 8Q: 3 clusters Score -1198027 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1198288.250000 Penalty: 3003.345459
	Iteration 9Q: 3 clusters Score -1198288 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1198440.250000 Penalty: 3003.345459
	Iteration 10Q: 3 clusters Score -1198440 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1198513.125000 Penalty: 3003.345459
	Iteration 11Q: 3 clusters Score -1198513 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1198558.750000 Penalty: 3003.345459
	Iteration 12Q: 3 clusters Score -1198559 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1198586.750000 Penalty: 3003.345459
	Iteration 13Q: 3 clusters Score -1198587 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1198606.125000 Penalty: 3003.345459
	Iteration 14Q: 3 clusters Score -1198606 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1198621.750000 Penalty: 3003.345459
	Iteration 15Q: 3 clusters Score -1198622 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1198632.500000 Penalty: 3003.345459
	Iteration 16Q: 3 clusters Score -1198632 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1198656.000000 Penalty: 3003.345459
	Iteration 17Q: 3 clusters Score -1198656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1198660.750000 Penalty: 3003.345459
	Iteration 18Q: 3 clusters Score -1198661 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1198660.750000 Penalty: 3003.345459
	Iteration 19Q: 3 clusters Score -1198661 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1198662.250000 Penalty: 3003.345459
	Iteration 20F: 3 clusters Score -1198662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1198664.625000 Penalty: 3003.345459
	Iteration 21Q: 3 clusters Score -1198665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1198668.500000 Penalty: 3003.345459
	Iteration 22Q: 3 clusters Score -1198668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1198669.750000 Penalty: 3003.345459
	Iteration 23Q: 3 clusters Score -1198670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1198671.250000 Penalty: 3003.345459
	Iteration 24Q: 3 clusters Score -1198671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1198672.500000 Penalty: 3003.345459
	Iteration 25Q: 3 clusters Score -1198672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1198672.875000 Penalty: 3003.345459
	Iteration 26Q: 3 clusters Score -1198673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1198674.625000 Penalty: 3003.345459
	Iteration 27Q: 3 clusters Score -1198675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1198676.750000 Penalty: 3003.345459
	Iteration 28Q: 3 clusters Score -1198677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1198678.000000 Penalty: 3003.345459
	Iteration 29Q: 3 clusters Score -1198678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1198682.625000 Penalty: 3003.345459
	Iteration 30Q: 3 clusters Score -1198683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1198682.625000 Penalty: 3003.345459
	Iteration 31Q: 3 clusters Score -1198683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1198685.500000 Penalty: 3003.345459
	Iteration 32Q: 3 clusters Score -1198686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1198683.125000 Penalty: 3003.345459
	Iteration 33Q: 3 clusters Score -1198683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1198685.250000 Penalty: 3003.345459
	Iteration 34Q: 3 clusters Score -1198685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1198688.625000 Penalty: 3003.345459
	Iteration 35Q: 3 clusters Score -1198689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1198692.000000 Penalty: 3003.345459
	Iteration 36Q: 3 clusters Score -1198692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1198695.750000 Penalty: 3003.345459
	Iteration 37Q: 3 clusters Score -1198696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1198697.875000 Penalty: 3003.345459
	Iteration 38Q: 3 clusters Score -1198698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1198702.125000 Penalty: 3003.345459
	Iteration 39Q: 3 clusters Score -1198702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1198706.000000 Penalty: 3003.345459
	Iteration 40F: 3 clusters Score -1198706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1198710.500000 Penalty: 3003.345459
	Iteration 41Q: 3 clusters Score -1198710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1198711.375000 Penalty: 3003.345459
	Iteration 42Q: 3 clusters Score -1198711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1198715.125000 Penalty: 3003.345459
	Iteration 43Q: 3 clusters Score -1198715 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1198723.500000 Penalty: 3003.345459
	Iteration 44Q: 3 clusters Score -1198724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1198723.500000 Penalty: 3003.345459
	Iteration 45Q: 3 clusters Score -1198724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1198728.250000 Penalty: 3003.345459
	Iteration 46Q: 3 clusters Score -1198728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1198728.875000 Penalty: 3003.345459
	Iteration 47Q: 3 clusters Score -1198729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1198728.750000 Penalty: 3003.345459
	Iteration 48Q: 3 clusters Score -1198729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1198728.500000 Penalty: 3003.345459
	Iteration 49Q: 3 clusters Score -1198728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1198729.500000 Penalty: 3003.345459
	Iteration 50Q: 3 clusters Score -1198730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1198732.125000 Penalty: 3003.345459
	Iteration 51Q: 3 clusters Score -1198732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1198732.125000 Penalty: 3003.345459
	Iteration 52F: 3 clusters Score -1198732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Entering Unmasked Estep 
Score: -989851.875000 Penalty: 1475.815063
	Iteration 0F: 2 clusters Score -989851.9 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 4453 members 
Entering Unmasked Estep 
Score: -983466.812500 Penalty: 2951.630127
	Iteration 0F: 3 clusters Score -983466.8 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -985413.437500 Penalty: 2951.630127
	Iteration 1F: 3 clusters Score -985413.4 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -985639.437500 Penalty: 2951.630127
	Iteration 2F: 3 clusters Score -985639.4 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -985841.625000 Penalty: 2951.630127
	Iteration 3F: 3 clusters Score -985841.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -986029.562500 Penalty: 2951.630127
	Iteration 4Q: 3 clusters Score -986029.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -986205.750000 Penalty: 2951.630127
	Iteration 5Q: 3 clusters Score -986205.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -986400.625000 Penalty: 2951.630127
	Iteration 6Q: 3 clusters Score -986400.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -986619.375000 Penalty: 2951.630127
	Iteration 7Q: 3 clusters Score -986619.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -986873.312500 Penalty: 2951.630127
	Iteration 8Q: 3 clusters Score -986873.3 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -987153.187500 Penalty: 2951.630127
	Iteration 9Q: 3 clusters Score -987153.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -987429.687500 Penalty: 2951.630127
	Iteration 10Q: 3 clusters Score -987429.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -987691.437500 Penalty: 2951.630127
	Iteration 11Q: 3 clusters Score -987691.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -987914.000000 Penalty: 2951.630127
	Iteration 12Q: 3 clusters Score -987914 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -988088.750000 Penalty: 2951.630127
	Iteration 13Q: 3 clusters Score -988088.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -988242.062500 Penalty: 2951.630127
	Iteration 14Q: 3 clusters Score -988242.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -988373.000000 Penalty: 2951.630127
	Iteration 15Q: 3 clusters Score -988373 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -988446.062500 Penalty: 2951.630127
	Iteration 16Q: 3 clusters Score -988446.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -988486.000000 Penalty: 2951.630127
	Iteration 17Q: 3 clusters Score -988486 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -988521.750000 Penalty: 2951.630127
	Iteration 18Q: 3 clusters Score -988521.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -988540.250000 Penalty: 2951.630127
	Iteration 19Q: 3 clusters Score -988540.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -988551.312500 Penalty: 2951.630127
	Iteration 20F: 3 clusters Score -988551.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -988556.375000 Penalty: 2951.630127
	Iteration 21Q: 3 clusters Score -988556.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -988558.250000 Penalty: 2951.630127
	Iteration 22Q: 3 clusters Score -988558.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -988558.312500 Penalty: 2951.630127
	Iteration 23Q: 3 clusters Score -988558.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -988561.562500 Penalty: 2951.630127
	Iteration 24Q: 3 clusters Score -988561.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -988565.562500 Penalty: 2951.630127
	Iteration 25Q: 3 clusters Score -988565.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -988567.437500 Penalty: 2951.630127
	Iteration 26Q: 3 clusters Score -988567.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -988571.500000 Penalty: 2951.630127
	Iteration 27Q: 3 clusters Score -988571.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -988574.875000 Penalty: 2951.630127
	Iteration 28Q: 3 clusters Score -988574.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -988576.000000 Penalty: 2951.630127
	Iteration 29Q: 3 clusters Score -988576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -988576.000000 Penalty: 2951.630127
	Iteration 30F: 3 clusters Score -988576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Entering Unmasked Estep 
Score: -2449093.000000 Penalty: 1627.543823
	Iteration 0F: 2 clusters Score -2449093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -2433935.250000 Penalty: 3255.087646
	Iteration 0F: 3 clusters Score -2433935 nChanged 10125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -2439803.000000 Penalty: 3255.087646
	Iteration 1F: 3 clusters Score -2439803 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -2440448.500000 Penalty: 3255.087646
	Iteration 2F: 3 clusters Score -2440448 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -2441159.000000 Penalty: 3255.087646
	Iteration 3F: 3 clusters Score -2441159 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -2441934.000000 Penalty: 3255.087646
	Iteration 4F: 3 clusters Score -2441934 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -2442776.500000 Penalty: 3255.087646
	Iteration 5F: 3 clusters Score -2442776 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -2443618.250000 Penalty: 3255.087646
	Iteration 6F: 3 clusters Score -2443618 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -2444350.750000 Penalty: 3255.087646
	Iteration 7F: 3 clusters Score -2444351 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -2444937.250000 Penalty: 3255.087646
	Iteration 8Q: 3 clusters Score -2444937 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -2445565.750000 Penalty: 3255.087646
	Iteration 9Q: 3 clusters Score -2445566 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -2446138.750000 Penalty: 3255.087646
	Iteration 10Q: 3 clusters Score -2446139 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -2446554.250000 Penalty: 3255.087646
	Iteration 11Q: 3 clusters Score -2446554 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -2446857.000000 Penalty: 3255.087646
	Iteration 12Q: 3 clusters Score -2446857 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -2447038.000000 Penalty: 3255.087646
	Iteration 13Q: 3 clusters Score -2447038 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -2447173.500000 Penalty: 3255.087646
	Iteration 14Q: 3 clusters Score -2447174 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -2447275.000000 Penalty: 3255.087646
	Iteration 15Q: 3 clusters Score -2447275 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -2447363.750000 Penalty: 3255.087646
	Iteration 16Q: 3 clusters Score -2447364 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -2447450.500000 Penalty: 3255.087646
	Iteration 17Q: 3 clusters Score -2447450 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -2447525.000000 Penalty: 3255.087646
	Iteration 18Q: 3 clusters Score -2447525 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -2447561.500000 Penalty: 3255.087646
	Iteration 19Q: 3 clusters Score -2447562 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -2447588.000000 Penalty: 3255.087646
	Iteration 20F: 3 clusters Score -2447588 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -2447619.500000 Penalty: 3255.087646
	Iteration 21Q: 3 clusters Score -2447620 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -2447650.750000 Penalty: 3255.087646
	Iteration 22Q: 3 clusters Score -2447651 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -2447667.500000 Penalty: 3255.087646
	Iteration 23Q: 3 clusters Score -2447668 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -2447685.750000 Penalty: 3255.087646
	Iteration 24Q: 3 clusters Score -2447686 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -2447701.000000 Penalty: 3255.087646
	Iteration 25Q: 3 clusters Score -2447701 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2447714.250000 Penalty: 3255.087646
	Iteration 26Q: 3 clusters Score -2447714 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2447731.750000 Penalty: 3255.087646
	Iteration 27Q: 3 clusters Score -2447732 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -2447737.750000 Penalty: 3255.087646
	Iteration 28Q: 3 clusters Score -2447738 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -2447738.750000 Penalty: 3255.087646
	Iteration 29Q: 3 clusters Score -2447739 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -2447745.750000 Penalty: 3255.087646
	Iteration 30Q: 3 clusters Score -2447746 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -2447751.750000 Penalty: 3255.087646
	Iteration 31Q: 3 clusters Score -2447752 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2447758.500000 Penalty: 3255.087646
	Iteration 32Q: 3 clusters Score -2447758 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2447755.750000 Penalty: 3255.087646
	Iteration 33Q: 3 clusters Score -2447756 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2447763.500000 Penalty: 3255.087646
	Iteration 34Q: 3 clusters Score -2447764 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -2447767.750000 Penalty: 3255.087646
	Iteration 35Q: 3 clusters Score -2447768 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -2447776.500000 Penalty: 3255.087646
	Iteration 36Q: 3 clusters Score -2447776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2447775.750000 Penalty: 3255.087646
	Iteration 37Q: 3 clusters Score -2447776 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -2447782.000000 Penalty: 3255.087646
	Iteration 38Q: 3 clusters Score -2447782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2447781.500000 Penalty: 3255.087646
	Iteration 39Q: 3 clusters Score -2447782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -2447777.500000 Penalty: 3255.087646
	Iteration 40F: 3 clusters Score -2447778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2447780.750000 Penalty: 3255.087646
	Iteration 41Q: 3 clusters Score -2447781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2447782.000000 Penalty: 3255.087646
	Iteration 42Q: 3 clusters Score -2447782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2447785.000000 Penalty: 3255.087646
	Iteration 43Q: 3 clusters Score -2447785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2447786.750000 Penalty: 3255.087646
	Iteration 44Q: 3 clusters Score -2447787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -2447787.000000 Penalty: 3255.087646
	Iteration 45Q: 3 clusters Score -2447787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2447787.000000 Penalty: 3255.087646
	Iteration 46Q: 3 clusters Score -2447787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2447789.750000 Penalty: 3255.087646
	Iteration 47Q: 3 clusters Score -2447790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2447790.750000 Penalty: 3255.087646
	Iteration 48Q: 3 clusters Score -2447791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -2447787.000000 Penalty: 3255.087646
	Iteration 49Q: 3 clusters Score -2447787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -2447790.000000 Penalty: 3255.087646
	Iteration 50Q: 3 clusters Score -2447790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2447790.500000 Penalty: 3255.087646
	Iteration 51Q: 3 clusters Score -2447790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -2447792.000000 Penalty: 3255.087646
	Iteration 52Q: 3 clusters Score -2447792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2447791.250000 Penalty: 3255.087646
	Iteration 53Q: 3 clusters Score -2447791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2447792.250000 Penalty: 3255.087646
	Iteration 54Q: 3 clusters Score -2447792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2447793.750000 Penalty: 3255.087646
	Iteration 55Q: 3 clusters Score -2447794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2447792.500000 Penalty: 3255.087646
	Iteration 56Q: 3 clusters Score -2447792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2447792.250000 Penalty: 3255.087646
	Iteration 57Q: 3 clusters Score -2447792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2447796.750000 Penalty: 3255.087646
	Iteration 58Q: 3 clusters Score -2447797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2447796.750000 Penalty: 3255.087646
	Iteration 59F: 3 clusters Score -2447797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Entering Unmasked Estep 
Score: -155459.296875 Penalty: 1184.006226
	Iteration 0F: 2 clusters Score -155459.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -153703.250000 Penalty: 2368.012451
	Iteration 0F: 3 clusters Score -153703.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -154080.078125 Penalty: 2368.012451
	Iteration 1F: 3 clusters Score -154080.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -154191.546875 Penalty: 2368.012451
	Iteration 2F: 3 clusters Score -154191.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -154272.953125 Penalty: 2368.012451
	Iteration 3F: 3 clusters Score -154273 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -154351.734375 Penalty: 2368.012451
	Iteration 4Q: 3 clusters Score -154351.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -154432.140625 Penalty: 2368.012451
	Iteration 5Q: 3 clusters Score -154432.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -154502.187500 Penalty: 2368.012451
	Iteration 6Q: 3 clusters Score -154502.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -154534.250000 Penalty: 2368.012451
	Iteration 7Q: 3 clusters Score -154534.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -154556.171875 Penalty: 2368.012451
	Iteration 8Q: 3 clusters Score -154556.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -154579.437500 Penalty: 2368.012451
	Iteration 9Q: 3 clusters Score -154579.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -154606.484375 Penalty: 2368.012451
	Iteration 10Q: 3 clusters Score -154606.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -154621.109375 Penalty: 2368.012451
	Iteration 11Q: 3 clusters Score -154621.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -154625.921875 Penalty: 2368.012451
	Iteration 12Q: 3 clusters Score -154625.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -154629.921875 Penalty: 2368.012451
	Iteration 13Q: 3 clusters Score -154629.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -154636.828125 Penalty: 2368.012451
	Iteration 14Q: 3 clusters Score -154636.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -154643.468750 Penalty: 2368.012451
	Iteration 15Q: 3 clusters Score -154643.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -154646.859375 Penalty: 2368.012451
	Iteration 16Q: 3 clusters Score -154646.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -154650.859375 Penalty: 2368.012451
	Iteration 17Q: 3 clusters Score -154650.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -154661.062500 Penalty: 2368.012451
	Iteration 18Q: 3 clusters Score -154661.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -154675.187500 Penalty: 2368.012451
	Iteration 19Q: 3 clusters Score -154675.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -154685.187500 Penalty: 2368.012451
	Iteration 20F: 3 clusters Score -154685.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -154689.609375 Penalty: 2368.012451
	Iteration 21Q: 3 clusters Score -154689.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -154693.781250 Penalty: 2368.012451
	Iteration 22Q: 3 clusters Score -154693.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -154696.468750 Penalty: 2368.012451
	Iteration 23Q: 3 clusters Score -154696.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -154698.390625 Penalty: 2368.012451
	Iteration 24Q: 3 clusters Score -154698.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -154700.609375 Penalty: 2368.012451
	Iteration 25Q: 3 clusters Score -154700.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -154703.937500 Penalty: 2368.012451
	Iteration 26Q: 3 clusters Score -154703.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -154707.515625 Penalty: 2368.012451
	Iteration 27Q: 3 clusters Score -154707.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -154710.937500 Penalty: 2368.012451
	Iteration 28Q: 3 clusters Score -154710.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -154718.843750 Penalty: 2368.012451
	Iteration 29Q: 3 clusters Score -154718.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -154733.296875 Penalty: 2368.012451
	Iteration 30Q: 3 clusters Score -154733.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -154742.156250 Penalty: 2368.012451
	Iteration 31Q: 3 clusters Score -154742.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -154751.046875 Penalty: 2368.012451
	Iteration 32Q: 3 clusters Score -154751 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -154758.984375 Penalty: 2368.012451
	Iteration 33Q: 3 clusters Score -154759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -154763.093750 Penalty: 2368.012451
	Iteration 34Q: 3 clusters Score -154763.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -154766.062500 Penalty: 2368.012451
	Iteration 35Q: 3 clusters Score -154766.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -154771.687500 Penalty: 2368.012451
	Iteration 36Q: 3 clusters Score -154771.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -154779.031250 Penalty: 2368.012451
	Iteration 37Q: 3 clusters Score -154779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -154787.062500 Penalty: 2368.012451
	Iteration 38Q: 3 clusters Score -154787.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -154793.062500 Penalty: 2368.012451
	Iteration 39Q: 3 clusters Score -154793.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -154796.046875 Penalty: 2368.012451
	Iteration 40F: 3 clusters Score -154796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -154796.968750 Penalty: 2368.012451
	Iteration 41Q: 3 clusters Score -154797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -154798.687500 Penalty: 2368.012451
	Iteration 42Q: 3 clusters Score -154798.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -154798.687500 Penalty: 2368.012451
	Iteration 43F: 3 clusters Score -154798.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (31604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31604 members 
Entering Unmasked Estep 
Score: -3785903.000000 Penalty: 1683.668823
	Iteration 0F: 2 clusters Score -3785903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -3764687.000000 Penalty: 3367.337646
	Iteration 0F: 3 clusters Score -3764687 nChanged 14662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -3772921.250000 Penalty: 3367.337646
	Iteration 1F: 3 clusters Score -3772921 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -3773361.750000 Penalty: 3367.337646
	Iteration 2Q: 3 clusters Score -3773362 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -3773793.250000 Penalty: 3367.337646
	Iteration 3Q: 3 clusters Score -3773793 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -3774283.250000 Penalty: 3367.337646
	Iteration 4Q: 3 clusters Score -3774283 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -3774954.250000 Penalty: 3367.337646
	Iteration 5Q: 3 clusters Score -3774954 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -3775917.750000 Penalty: 3367.337646
	Iteration 6F: 3 clusters Score -3775918 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -3777276.250000 Penalty: 3367.337646
	Iteration 7F: 3 clusters Score -3777276 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -3778875.500000 Penalty: 3367.337646
	Iteration 8F: 3 clusters Score -3778876 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -3780365.000000 Penalty: 3367.337646
	Iteration 9F: 3 clusters Score -3780365 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -3781477.500000 Penalty: 3367.337646
	Iteration 10Q: 3 clusters Score -3781478 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
Score: -3782246.000000 Penalty: 3367.337646
	Iteration 11Q: 3 clusters Score -3782246 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 28820 members 
Entering Unmasked Estep 
Score: -3782896.750000 Penalty: 3367.337646
	Iteration 12Q: 3 clusters Score -3782897 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 29438 members 
Entering Unmasked Estep 
Score: -3783338.000000 Penalty: 3367.337646
	Iteration 13Q: 3 clusters Score -3783338 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 29911 members 
Entering Unmasked Estep 
Score: -3783662.500000 Penalty: 3367.337646
	Iteration 14Q: 3 clusters Score -3783662 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -3783921.500000 Penalty: 3367.337646
	Iteration 15Q: 3 clusters Score -3783922 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 30516 members 
Entering Unmasked Estep 
Score: -3784111.000000 Penalty: 3367.337646
	Iteration 16Q: 3 clusters Score -3784111 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -3784223.000000 Penalty: 3367.337646
	Iteration 17Q: 3 clusters Score -3784223 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 30805 members 
Entering Unmasked Estep 
Score: -3784279.250000 Penalty: 3367.337646
	Iteration 18Q: 3 clusters Score -3784279 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -3784319.500000 Penalty: 3367.337646
	Iteration 19Q: 3 clusters Score -3784320 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 30940 members 
Entering Unmasked Estep 
Score: -3784354.000000 Penalty: 3367.337646
	Iteration 20F: 3 clusters Score -3784354 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 30983 members 
Entering Unmasked Estep 
Score: -3784373.750000 Penalty: 3367.337646
	Iteration 21Q: 3 clusters Score -3784374 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 31019 members 
Entering Unmasked Estep 
Score: -3784402.500000 Penalty: 3367.337646
	Iteration 22Q: 3 clusters Score -3784402 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 31049 members 
Entering Unmasked Estep 
Score: -3784419.750000 Penalty: 3367.337646
	Iteration 23Q: 3 clusters Score -3784420 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
Score: -3784429.500000 Penalty: 3367.337646
	Iteration 24Q: 3 clusters Score -3784430 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 31085 members 
Entering Unmasked Estep 
Score: -3784443.000000 Penalty: 3367.337646
	Iteration 25Q: 3 clusters Score -3784443 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 31102 members 
Entering Unmasked Estep 
Score: -3784449.250000 Penalty: 3367.337646
	Iteration 26Q: 3 clusters Score -3784449 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 31119 members 
Entering Unmasked Estep 
Score: -3784469.250000 Penalty: 3367.337646
	Iteration 27Q: 3 clusters Score -3784469 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -3784481.500000 Penalty: 3367.337646
	Iteration 28Q: 3 clusters Score -3784482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 31145 members 
Entering Unmasked Estep 
Score: -3784481.750000 Penalty: 3367.337646
	Iteration 29Q: 3 clusters Score -3784482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 31153 members 
Entering Unmasked Estep 
Score: -3784486.000000 Penalty: 3367.337646
	Iteration 30Q: 3 clusters Score -3784486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 31160 members 
Entering Unmasked Estep 
Score: -3784489.250000 Penalty: 3367.337646
	Iteration 31Q: 3 clusters Score -3784489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -3784491.750000 Penalty: 3367.337646
	Iteration 32Q: 3 clusters Score -3784492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 31172 members 
Entering Unmasked Estep 
Score: -3784496.250000 Penalty: 3367.337646
	Iteration 33Q: 3 clusters Score -3784496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 31175 members 
Entering Unmasked Estep 
Score: -3784499.250000 Penalty: 3367.337646
	Iteration 34Q: 3 clusters Score -3784499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 31175 members 
Entering Unmasked Estep 
Score: -3784499.250000 Penalty: 3367.337646
	Iteration 35F: 3 clusters Score -3784499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (35194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35194 members 
Entering Unmasked Estep 
Score: -4122730.250000 Penalty: 1701.152466
	Iteration 0F: 2 clusters Score -4122730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -4099194.500000 Penalty: 3402.304932
	Iteration 0F: 3 clusters Score -4099194 nChanged 16325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -4108140.750000 Penalty: 3402.304932
	Iteration 1F: 3 clusters Score -4108141 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -4108452.750000 Penalty: 3402.304932
	Iteration 2Q: 3 clusters Score -4108453 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -4108773.750000 Penalty: 3402.304932
	Iteration 3Q: 3 clusters Score -4108774 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -4109122.500000 Penalty: 3402.304932
	Iteration 4Q: 3 clusters Score -4109122 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -4109538.000000 Penalty: 3402.304932
	Iteration 5Q: 3 clusters Score -4109538 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -4110097.500000 Penalty: 3402.304932
	Iteration 6Q: 3 clusters Score -4110098 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -4110933.250000 Penalty: 3402.304932
	Iteration 7Q: 3 clusters Score -4110933 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -4112178.250000 Penalty: 3402.304932
	Iteration 8F: 3 clusters Score -4112178 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -4113842.000000 Penalty: 3402.304932
	Iteration 9F: 3 clusters Score -4113842 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 28480 members 
Entering Unmasked Estep 
Score: -4115752.750000 Penalty: 3402.304932
	Iteration 10F: 3 clusters Score -4115753 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 30237 members 
Entering Unmasked Estep 
Score: -4117419.500000 Penalty: 3402.304932
	Iteration 11F: 3 clusters Score -4117420 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 31475 members 
Entering Unmasked Estep 
Score: -4118668.000000 Penalty: 3402.304932
	Iteration 12Q: 3 clusters Score -4118668 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 32337 members 
Entering Unmasked Estep 
Score: -4119555.750000 Penalty: 3402.304932
	Iteration 13Q: 3 clusters Score -4119556 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 32879 members 
Entering Unmasked Estep 
Score: -4120048.250000 Penalty: 3402.304932
	Iteration 14Q: 3 clusters Score -4120048 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 33255 members 
Entering Unmasked Estep 
Score: -4120421.500000 Penalty: 3402.304932
	Iteration 15Q: 3 clusters Score -4120422 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 33487 members 
Entering Unmasked Estep 
Score: -4120643.000000 Penalty: 3402.304932
	Iteration 16Q: 3 clusters Score -4120643 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 33644 members 
Entering Unmasked Estep 
Score: -4120758.000000 Penalty: 3402.304932
	Iteration 17Q: 3 clusters Score -4120758 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 33777 members 
Entering Unmasked Estep 
Score: -4120845.250000 Penalty: 3402.304932
	Iteration 18Q: 3 clusters Score -4120845 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 33893 members 
Entering Unmasked Estep 
Score: -4120922.750000 Penalty: 3402.304932
	Iteration 19Q: 3 clusters Score -4120923 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 33986 members 
Entering Unmasked Estep 
Score: -4120986.000000 Penalty: 3402.304932
	Iteration 20F: 3 clusters Score -4120986 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
Score: -4121022.000000 Penalty: 3402.304932
	Iteration 21Q: 3 clusters Score -4121022 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
Score: -4121047.750000 Penalty: 3402.304932
	Iteration 22Q: 3 clusters Score -4121048 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 34147 members 
Entering Unmasked Estep 
Score: -4121072.500000 Penalty: 3402.304932
	Iteration 23Q: 3 clusters Score -4121072 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
Score: -4121087.500000 Penalty: 3402.304932
	Iteration 24Q: 3 clusters Score -4121088 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
Score: -4121095.500000 Penalty: 3402.304932
	Iteration 25Q: 3 clusters Score -4121096 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 34250 members 
Entering Unmasked Estep 
Score: -4121118.250000 Penalty: 3402.304932
	Iteration 26Q: 3 clusters Score -4121118 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 34280 members 
Entering Unmasked Estep 
Score: -4121133.750000 Penalty: 3402.304932
	Iteration 27Q: 3 clusters Score -4121134 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 34304 members 
Entering Unmasked Estep 
Score: -4121142.750000 Penalty: 3402.304932
	Iteration 28Q: 3 clusters Score -4121143 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 34330 members 
Entering Unmasked Estep 
Score: -4121148.750000 Penalty: 3402.304932
	Iteration 29Q: 3 clusters Score -4121149 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 34359 members 
Entering Unmasked Estep 
Score: -4121159.750000 Penalty: 3402.304932
	Iteration 30Q: 3 clusters Score -4121160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 34375 members 
Entering Unmasked Estep 
Score: -4121162.500000 Penalty: 3402.304932
	Iteration 31Q: 3 clusters Score -4121162 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 34394 members 
Entering Unmasked Estep 
Score: -4121176.000000 Penalty: 3402.304932
	Iteration 32Q: 3 clusters Score -4121176 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 34408 members 
Entering Unmasked Estep 
Score: -4121182.500000 Penalty: 3402.304932
	Iteration 33Q: 3 clusters Score -4121182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 34421 members 
Entering Unmasked Estep 
Score: -4121193.750000 Penalty: 3402.304932
	Iteration 34Q: 3 clusters Score -4121194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 34436 members 
Entering Unmasked Estep 
Score: -4121197.000000 Penalty: 3402.304932
	Iteration 35Q: 3 clusters Score -4121197 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 34452 members 
Entering Unmasked Estep 
Score: -4121207.750000 Penalty: 3402.304932
	Iteration 36Q: 3 clusters Score -4121208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 34464 members 
Entering Unmasked Estep 
Score: -4121211.000000 Penalty: 3402.304932
	Iteration 37Q: 3 clusters Score -4121211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 34466 members 
Entering Unmasked Estep 
Score: -4121213.500000 Penalty: 3402.304932
	Iteration 38Q: 3 clusters Score -4121214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 34473 members 
Entering Unmasked Estep 
Score: -4121214.750000 Penalty: 3402.304932
	Iteration 39Q: 3 clusters Score -4121215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 34478 members 
Entering Unmasked Estep 
Score: -4121221.750000 Penalty: 3402.304932
	Iteration 40F: 3 clusters Score -4121222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 34482 members 
Entering Unmasked Estep 
Score: -4121225.250000 Penalty: 3402.304932
	Iteration 41Q: 3 clusters Score -4121225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 34487 members 
Entering Unmasked Estep 
Score: -4121221.750000 Penalty: 3402.304932
	Iteration 42Q: 3 clusters Score -4121222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -4121223.500000 Penalty: 3402.304932
	Iteration 43Q: 3 clusters Score -4121224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 34491 members 
Entering Unmasked Estep 
Score: -4121226.000000 Penalty: 3402.304932
	Iteration 44Q: 3 clusters Score -4121226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 34492 members 
Entering Unmasked Estep 
Score: -4121229.500000 Penalty: 3402.304932
	Iteration 45Q: 3 clusters Score -4121230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 34493 members 
Entering Unmasked Estep 
Score: -4121226.750000 Penalty: 3402.304932
	Iteration 46Q: 3 clusters Score -4121227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 34494 members 
Entering Unmasked Estep 
Score: -4121228.500000 Penalty: 3402.304932
	Iteration 47Q: 3 clusters Score -4121228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 34495 members 
Entering Unmasked Estep 
Score: -4121227.750000 Penalty: 3402.304932
	Iteration 48Q: 3 clusters Score -4121228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 34495 members 
Entering Unmasked Estep 
Score: -4121233.000000 Penalty: 3402.304932
	Iteration 49Q: 3 clusters Score -4121233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 34498 members 
Entering Unmasked Estep 
Score: -4121232.000000 Penalty: 3402.304932
	Iteration 50Q: 3 clusters Score -4121232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 34497 members 
Entering Unmasked Estep 
Score: -4121232.250000 Penalty: 3402.304932
	Iteration 51Q: 3 clusters Score -4121232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 34496 members 
Entering Unmasked Estep 
Score: -4121232.250000 Penalty: 3402.304932
	Iteration 52Q: 3 clusters Score -4121232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 34495 members 
Entering Unmasked Estep 
Score: -4121234.750000 Penalty: 3402.304932
	Iteration 53Q: 3 clusters Score -4121235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 34496 members 
Entering Unmasked Estep 
Score: -4121233.000000 Penalty: 3402.304932
	Iteration 54Q: 3 clusters Score -4121233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 34497 members 
Entering Unmasked Estep 
Score: -4121233.500000 Penalty: 3402.304932
	Iteration 55Q: 3 clusters Score -4121234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 34498 members 
Entering Unmasked Estep 
Score: -4121236.000000 Penalty: 3402.304932
	Iteration 56Q: 3 clusters Score -4121236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 34498 members 
Entering Unmasked Estep 
Score: -4121236.000000 Penalty: 3402.304932
	Iteration 57F: 3 clusters Score -4121236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (27979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27979 members 
Entering Unmasked Estep 
Score: -3312051.250000 Penalty: 1663.871460
	Iteration 0F: 2 clusters Score -3312051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -3293074.250000 Penalty: 3327.742920
	Iteration 0F: 3 clusters Score -3293074 nChanged 12804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -3300116.500000 Penalty: 3327.742920
	Iteration 1F: 3 clusters Score -3300116 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -3300444.750000 Penalty: 3327.742920
	Iteration 2Q: 3 clusters Score -3300445 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -3300735.750000 Penalty: 3327.742920
	Iteration 3Q: 3 clusters Score -3300736 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -3301079.000000 Penalty: 3327.742920
	Iteration 4Q: 3 clusters Score -3301079 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -3301552.500000 Penalty: 3327.742920
	Iteration 5Q: 3 clusters Score -3301552 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -3302297.000000 Penalty: 3327.742920
	Iteration 6F: 3 clusters Score -3302297 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -3303438.000000 Penalty: 3327.742920
	Iteration 7F: 3 clusters Score -3303438 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -3305103.500000 Penalty: 3327.742920
	Iteration 8F: 3 clusters Score -3305104 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -3307032.250000 Penalty: 3327.742920
	Iteration 9F: 3 clusters Score -3307032 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -3308566.500000 Penalty: 3327.742920
	Iteration 10F: 3 clusters Score -3308566 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3309535.500000 Penalty: 3327.742920
	Iteration 11Q: 3 clusters Score -3309536 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3310089.750000 Penalty: 3327.742920
	Iteration 12Q: 3 clusters Score -3310090 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3310324.000000 Penalty: 3327.742920
	Iteration 13Q: 3 clusters Score -3310324 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3310436.750000 Penalty: 3327.742920
	Iteration 14Q: 3 clusters Score -3310437 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3310499.250000 Penalty: 3327.742920
	Iteration 15Q: 3 clusters Score -3310499 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3310530.500000 Penalty: 3327.742920
	Iteration 16Q: 3 clusters Score -3310530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3310545.750000 Penalty: 3327.742920
	Iteration 17Q: 3 clusters Score -3310546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3310557.500000 Penalty: 3327.742920
	Iteration 18Q: 3 clusters Score -3310558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3310572.750000 Penalty: 3327.742920
	Iteration 19Q: 3 clusters Score -3310573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3310581.750000 Penalty: 3327.742920
	Iteration 20F: 3 clusters Score -3310582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27729 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3310586.000000 Penalty: 3327.742920
	Iteration 21Q: 3 clusters Score -3310586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -3310596.250000 Penalty: 3327.742920
	Iteration 22Q: 3 clusters Score -3310596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -3310604.500000 Penalty: 3327.742920
	Iteration 23Q: 3 clusters Score -3310604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27744 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -3310612.250000 Penalty: 3327.742920
	Iteration 24Q: 3 clusters Score -3310612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27746 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3310615.000000 Penalty: 3327.742920
	Iteration 25Q: 3 clusters Score -3310615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3310620.000000 Penalty: 3327.742920
	Iteration 26Q: 3 clusters Score -3310620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -3310620.000000 Penalty: 3327.742920
	Iteration 27Q: 3 clusters Score -3310620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3310618.250000 Penalty: 3327.742920
	Iteration 28Q: 3 clusters Score -3310618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3310618.250000 Penalty: 3327.742920
	Iteration 29F: 3 clusters Score -3310618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Entering Unmasked Estep 
Score: -1551533.750000 Penalty: 1545.459351
	Iteration 0F: 2 clusters Score -1551534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1542112.625000 Penalty: 3090.918701
	Iteration 0F: 3 clusters Score -1542113 nChanged 5966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1545294.375000 Penalty: 3090.918701
	Iteration 1F: 3 clusters Score -1545294 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1545600.875000 Penalty: 3090.918701
	Iteration 2F: 3 clusters Score -1545601 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1545883.000000 Penalty: 3090.918701
	Iteration 3F: 3 clusters Score -1545883 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1546167.125000 Penalty: 3090.918701
	Iteration 4Q: 3 clusters Score -1546167 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1546501.250000 Penalty: 3090.918701
	Iteration 5Q: 3 clusters Score -1546501 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1546912.500000 Penalty: 3090.918701
	Iteration 6F: 3 clusters Score -1546912 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1547399.250000 Penalty: 3090.918701
	Iteration 7F: 3 clusters Score -1547399 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1547922.375000 Penalty: 3090.918701
	Iteration 8F: 3 clusters Score -1547922 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1548402.375000 Penalty: 3090.918701
	Iteration 9Q: 3 clusters Score -1548402 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1548836.000000 Penalty: 3090.918701
	Iteration 10Q: 3 clusters Score -1548836 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1549141.125000 Penalty: 3090.918701
	Iteration 11Q: 3 clusters Score -1549141 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1549385.250000 Penalty: 3090.918701
	Iteration 12Q: 3 clusters Score -1549385 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1549608.875000 Penalty: 3090.918701
	Iteration 13Q: 3 clusters Score -1549609 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -1549749.625000 Penalty: 3090.918701
	Iteration 14Q: 3 clusters Score -1549750 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1549877.125000 Penalty: 3090.918701
	Iteration 15Q: 3 clusters Score -1549877 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1549963.625000 Penalty: 3090.918701
	Iteration 16Q: 3 clusters Score -1549964 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -1550005.625000 Penalty: 3090.918701
	Iteration 17Q: 3 clusters Score -1550006 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -1550040.500000 Penalty: 3090.918701
	Iteration 18Q: 3 clusters Score -1550040 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -1550066.625000 Penalty: 3090.918701
	Iteration 19Q: 3 clusters Score -1550067 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -1550082.375000 Penalty: 3090.918701
	Iteration 20F: 3 clusters Score -1550082 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -1550095.500000 Penalty: 3090.918701
	Iteration 21Q: 3 clusters Score -1550096 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1550110.000000 Penalty: 3090.918701
	Iteration 22Q: 3 clusters Score -1550110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -1550114.875000 Penalty: 3090.918701
	Iteration 23Q: 3 clusters Score -1550115 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -1550120.375000 Penalty: 3090.918701
	Iteration 24Q: 3 clusters Score -1550120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -1550129.125000 Penalty: 3090.918701
	Iteration 25Q: 3 clusters Score -1550129 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -1550140.750000 Penalty: 3090.918701
	Iteration 26Q: 3 clusters Score -1550141 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -1550144.750000 Penalty: 3090.918701
	Iteration 27Q: 3 clusters Score -1550145 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1550152.625000 Penalty: 3090.918701
	Iteration 28Q: 3 clusters Score -1550153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1550163.625000 Penalty: 3090.918701
	Iteration 29Q: 3 clusters Score -1550164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1550169.500000 Penalty: 3090.918701
	Iteration 30Q: 3 clusters Score -1550170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -1550181.875000 Penalty: 3090.918701
	Iteration 31Q: 3 clusters Score -1550182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -1550188.875000 Penalty: 3090.918701
	Iteration 32Q: 3 clusters Score -1550189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1550196.625000 Penalty: 3090.918701
	Iteration 33Q: 3 clusters Score -1550197 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -1550206.000000 Penalty: 3090.918701
	Iteration 34Q: 3 clusters Score -1550206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -1550211.125000 Penalty: 3090.918701
	Iteration 35Q: 3 clusters Score -1550211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -1550214.000000 Penalty: 3090.918701
	Iteration 36Q: 3 clusters Score -1550214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -1550218.750000 Penalty: 3090.918701
	Iteration 37Q: 3 clusters Score -1550219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -1550222.625000 Penalty: 3090.918701
	Iteration 38Q: 3 clusters Score -1550223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -1550227.250000 Penalty: 3090.918701
	Iteration 39Q: 3 clusters Score -1550227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -1550231.000000 Penalty: 3090.918701
	Iteration 40F: 3 clusters Score -1550231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -1550235.125000 Penalty: 3090.918701
	Iteration 41Q: 3 clusters Score -1550235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -1550235.750000 Penalty: 3090.918701
	Iteration 42Q: 3 clusters Score -1550236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -1550244.875000 Penalty: 3090.918701
	Iteration 43Q: 3 clusters Score -1550245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -1550250.125000 Penalty: 3090.918701
	Iteration 44Q: 3 clusters Score -1550250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -1550253.000000 Penalty: 3090.918701
	Iteration 45Q: 3 clusters Score -1550253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -1550258.500000 Penalty: 3090.918701
	Iteration 46Q: 3 clusters Score -1550258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -1550260.000000 Penalty: 3090.918701
	Iteration 47Q: 3 clusters Score -1550260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -1550261.125000 Penalty: 3090.918701
	Iteration 48Q: 3 clusters Score -1550261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -1550261.125000 Penalty: 3090.918701
	Iteration 49F: 3 clusters Score -1550261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Entering Unmasked Estep 
Score: -62045.414062 Penalty: 1042.187012
	Iteration 0F: 2 clusters Score -62045.41 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 310 members 
Entering Unmasked Estep 
Score: -60898.945312 Penalty: 2084.374023
	Iteration 0F: 3 clusters Score -60898.95 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -61079.378906 Penalty: 2084.374023
	Iteration 1F: 3 clusters Score -61079.38 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -61143.003906 Penalty: 2084.374023
	Iteration 2F: 3 clusters Score -61143 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -61201.457031 Penalty: 2084.374023
	Iteration 3Q: 3 clusters Score -61201.46 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -61327.148438 Penalty: 2084.374023
	Iteration 4Q: 3 clusters Score -61327.15 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -61464.199219 Penalty: 2084.374023
	Iteration 5F: 3 clusters Score -61464.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -61615.675781 Penalty: 2084.374023
	Iteration 6Q: 3 clusters Score -61615.68 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -61740.625000 Penalty: 2084.374023
	Iteration 7F: 3 clusters Score -61740.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -61794.835938 Penalty: 2084.374023
	Iteration 8Q: 3 clusters Score -61794.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -61843.574219 Penalty: 2084.374023
	Iteration 9Q: 3 clusters Score -61843.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -61863.757812 Penalty: 2084.374023
	Iteration 10Q: 3 clusters Score -61863.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -61870.542969 Penalty: 2084.374023
	Iteration 11Q: 3 clusters Score -61870.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -61875.363281 Penalty: 2084.374023
	Iteration 12Q: 3 clusters Score -61875.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -61877.027344 Penalty: 2084.374023
	Iteration 13Q: 3 clusters Score -61877.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -61877.027344 Penalty: 2084.374023
	Iteration 14F: 3 clusters Score -61877.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Entering Unmasked Estep 
Score: -64404.757812 Penalty: 1044.041260
	Iteration 0F: 2 clusters Score -64404.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -63261.347656 Penalty: 2088.082520
	Iteration 0F: 3 clusters Score -63261.35 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -63490.878906 Penalty: 2088.082520
	Iteration 1F: 3 clusters Score -63490.88 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -63536.175781 Penalty: 2088.082520
	Iteration 2F: 3 clusters Score -63536.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -63551.820312 Penalty: 2088.082520
	Iteration 3Q: 3 clusters Score -63551.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -63557.480469 Penalty: 2088.082520
	Iteration 4Q: 3 clusters Score -63557.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -63558.554688 Penalty: 2088.082520
	Iteration 5Q: 3 clusters Score -63558.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -63558.554688 Penalty: 2088.082520
	Iteration 6F: 3 clusters Score -63558.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -44816.675781 Penalty: 1004.252686
	Iteration 0F: 2 clusters Score -44816.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -43804.359375 Penalty: 2008.505371
	Iteration 0F: 3 clusters Score -43804.36 nChanged 128
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: -44035.625000 Penalty: 2008.505371
	Iteration 1F: 3 clusters Score -44035.62 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -44137.984375 Penalty: 2008.505371
	Iteration 2F: 3 clusters Score -44137.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -44240.046875 Penalty: 2008.505371
	Iteration 3F: 3 clusters Score -44240.05 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -44381.425781 Penalty: 2008.505371
	Iteration 4F: 3 clusters Score -44381.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -44474.277344 Penalty: 2008.505371
	Iteration 5Q: 3 clusters Score -44474.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -44529.218750 Penalty: 2008.505371
	Iteration 6Q: 3 clusters Score -44529.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -44552.808594 Penalty: 2008.505371
	Iteration 7Q: 3 clusters Score -44552.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -44574.683594 Penalty: 2008.505371
	Iteration 8Q: 3 clusters Score -44574.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -44584.644531 Penalty: 2008.505371
	Iteration 9Q: 3 clusters Score -44584.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -44608.566406 Penalty: 2008.505371
	Iteration 10Q: 3 clusters Score -44608.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -44627.187500 Penalty: 2008.505371
	Iteration 11Q: 3 clusters Score -44627.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -44631.207031 Penalty: 2008.505371
	Iteration 12Q: 3 clusters Score -44631.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -44652.617188 Penalty: 2008.505371
	Iteration 13Q: 3 clusters Score -44652.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -44674.714844 Penalty: 2008.505371
	Iteration 14Q: 3 clusters Score -44674.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -44689.937500 Penalty: 2008.505371
	Iteration 15Q: 3 clusters Score -44689.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -44700.652344 Penalty: 2008.505371
	Iteration 16Q: 3 clusters Score -44700.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -44706.601562 Penalty: 2008.505371
	Iteration 17Q: 3 clusters Score -44706.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -44710.933594 Penalty: 2008.505371
	Iteration 18Q: 3 clusters Score -44710.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -44710.933594 Penalty: 2008.505371
	Iteration 19F: 3 clusters Score -44710.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (12821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Entering Unmasked Estep 
Score: -1454160.500000 Penalty: 1537.061401
	Iteration 0F: 2 clusters Score -1454160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1445200.250000 Penalty: 3074.122803
	Iteration 0F: 3 clusters Score -1445200 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1448348.000000 Penalty: 3074.122803
	Iteration 1F: 3 clusters Score -1448348 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1448835.250000 Penalty: 3074.122803
	Iteration 2F: 3 clusters Score -1448835 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1449312.000000 Penalty: 3074.122803
	Iteration 3F: 3 clusters Score -1449312 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1449808.875000 Penalty: 3074.122803
	Iteration 4F: 3 clusters Score -1449809 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1450356.250000 Penalty: 3074.122803
	Iteration 5F: 3 clusters Score -1450356 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1450949.750000 Penalty: 3074.122803
	Iteration 6F: 3 clusters Score -1450950 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1451517.375000 Penalty: 3074.122803
	Iteration 7F: 3 clusters Score -1451517 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -1451982.750000 Penalty: 3074.122803
	Iteration 8Q: 3 clusters Score -1451983 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -1452330.375000 Penalty: 3074.122803
	Iteration 9Q: 3 clusters Score -1452330 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -1452552.500000 Penalty: 3074.122803
	Iteration 10Q: 3 clusters Score -1452552 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -1452675.375000 Penalty: 3074.122803
	Iteration 11Q: 3 clusters Score -1452675 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1452737.125000 Penalty: 3074.122803
	Iteration 12Q: 3 clusters Score -1452737 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1452778.250000 Penalty: 3074.122803
	Iteration 13Q: 3 clusters Score -1452778 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -1452798.250000 Penalty: 3074.122803
	Iteration 14Q: 3 clusters Score -1452798 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1452814.500000 Penalty: 3074.122803
	Iteration 15Q: 3 clusters Score -1452814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -1452826.375000 Penalty: 3074.122803
	Iteration 16Q: 3 clusters Score -1452826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1452830.875000 Penalty: 3074.122803
	Iteration 17Q: 3 clusters Score -1452831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1452834.250000 Penalty: 3074.122803
	Iteration 18Q: 3 clusters Score -1452834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1452839.500000 Penalty: 3074.122803
	Iteration 19Q: 3 clusters Score -1452840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1452842.750000 Penalty: 3074.122803
	Iteration 20F: 3 clusters Score -1452843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1452841.250000 Penalty: 3074.122803
	Iteration 21Q: 3 clusters Score -1452841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1452841.250000 Penalty: 3074.122803
	Iteration 22F: 3 clusters Score -1452841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (32581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32581 members 
Entering Unmasked Estep 
Score: -3808489.750000 Penalty: 1688.616211
	Iteration 0F: 2 clusters Score -3808490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -3786595.000000 Penalty: 3377.232422
	Iteration 0F: 3 clusters Score -3786595 nChanged 15018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -3794905.750000 Penalty: 3377.232422
	Iteration 1F: 3 clusters Score -3794906 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -3795293.500000 Penalty: 3377.232422
	Iteration 2Q: 3 clusters Score -3795294 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -3795709.250000 Penalty: 3377.232422
	Iteration 3Q: 3 clusters Score -3795709 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -3796241.250000 Penalty: 3377.232422
	Iteration 4Q: 3 clusters Score -3796241 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -3796990.000000 Penalty: 3377.232422
	Iteration 5Q: 3 clusters Score -3796990 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -3798113.000000 Penalty: 3377.232422
	Iteration 6F: 3 clusters Score -3798113 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -3799685.000000 Penalty: 3377.232422
	Iteration 7F: 3 clusters Score -3799685 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -3801808.000000 Penalty: 3377.232422
	Iteration 8F: 3 clusters Score -3801808 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -3803978.250000 Penalty: 3377.232422
	Iteration 9F: 3 clusters Score -3803978 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30940 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3805504.750000 Penalty: 3377.232422
	Iteration 10Q: 3 clusters Score -3805505 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3806314.000000 Penalty: 3377.232422
	Iteration 11Q: 3 clusters Score -3806314 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3806685.750000 Penalty: 3377.232422
	Iteration 12Q: 3 clusters Score -3806686 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32311 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -3806845.500000 Penalty: 3377.232422
	Iteration 13Q: 3 clusters Score -3806846 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32363 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -3806913.000000 Penalty: 3377.232422
	Iteration 14Q: 3 clusters Score -3806913 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32384 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -3806956.500000 Penalty: 3377.232422
	Iteration 15Q: 3 clusters Score -3806956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32401 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -3806985.750000 Penalty: 3377.232422
	Iteration 16Q: 3 clusters Score -3806986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32407 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -3807007.750000 Penalty: 3377.232422
	Iteration 17Q: 3 clusters Score -3807008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -3807020.000000 Penalty: 3377.232422
	Iteration 18Q: 3 clusters Score -3807020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -3807024.250000 Penalty: 3377.232422
	Iteration 19Q: 3 clusters Score -3807024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -3807024.750000 Penalty: 3377.232422
	Iteration 20F: 3 clusters Score -3807025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32418 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -3807027.250000 Penalty: 3377.232422
	Iteration 21Q: 3 clusters Score -3807027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -3807034.500000 Penalty: 3377.232422
	Iteration 22Q: 3 clusters Score -3807034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32414 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -3807034.750000 Penalty: 3377.232422
	Iteration 23Q: 3 clusters Score -3807035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32414 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -3807034.750000 Penalty: 3377.232422
	Iteration 24F: 3 clusters Score -3807035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Entering Unmasked Estep 
Score: -416806.687500 Penalty: 1341.403320
	Iteration 0F: 2 clusters Score -416806.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -413551.093750 Penalty: 2682.806641
	Iteration 0F: 3 clusters Score -413551.1 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -414402.437500 Penalty: 2682.806641
	Iteration 1F: 3 clusters Score -414402.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -414565.281250 Penalty: 2682.806641
	Iteration 2F: 3 clusters Score -414565.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -414678.218750 Penalty: 2682.806641
	Iteration 3F: 3 clusters Score -414678.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -414759.718750 Penalty: 2682.806641
	Iteration 4Q: 3 clusters Score -414759.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -414830.375000 Penalty: 2682.806641
	Iteration 5Q: 3 clusters Score -414830.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -414890.062500 Penalty: 2682.806641
	Iteration 6Q: 3 clusters Score -414890.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -414938.937500 Penalty: 2682.806641
	Iteration 7Q: 3 clusters Score -414938.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -414978.250000 Penalty: 2682.806641
	Iteration 8Q: 3 clusters Score -414978.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -415011.125000 Penalty: 2682.806641
	Iteration 9Q: 3 clusters Score -415011.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -415037.250000 Penalty: 2682.806641
	Iteration 10Q: 3 clusters Score -415037.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -415060.062500 Penalty: 2682.806641
	Iteration 11Q: 3 clusters Score -415060.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -415084.593750 Penalty: 2682.806641
	Iteration 12Q: 3 clusters Score -415084.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -415105.500000 Penalty: 2682.806641
	Iteration 13Q: 3 clusters Score -415105.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -415131.937500 Penalty: 2682.806641
	Iteration 14Q: 3 clusters Score -415131.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -415163.562500 Penalty: 2682.806641
	Iteration 15Q: 3 clusters Score -415163.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -415192.093750 Penalty: 2682.806641
	Iteration 16Q: 3 clusters Score -415192.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -415215.343750 Penalty: 2682.806641
	Iteration 17Q: 3 clusters Score -415215.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -415241.937500 Penalty: 2682.806641
	Iteration 18Q: 3 clusters Score -415241.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -415260.718750 Penalty: 2682.806641
	Iteration 19Q: 3 clusters Score -415260.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -415278.000000 Penalty: 2682.806641
	Iteration 20F: 3 clusters Score -415278 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -415297.406250 Penalty: 2682.806641
	Iteration 21Q: 3 clusters Score -415297.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -415318.281250 Penalty: 2682.806641
	Iteration 22Q: 3 clusters Score -415318.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -415348.531250 Penalty: 2682.806641
	Iteration 23Q: 3 clusters Score -415348.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -415377.250000 Penalty: 2682.806641
	Iteration 24Q: 3 clusters Score -415377.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -415400.718750 Penalty: 2682.806641
	Iteration 25Q: 3 clusters Score -415400.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -415428.937500 Penalty: 2682.806641
	Iteration 26Q: 3 clusters Score -415428.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -415450.406250 Penalty: 2682.806641
	Iteration 27Q: 3 clusters Score -415450.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -415471.343750 Penalty: 2682.806641
	Iteration 28Q: 3 clusters Score -415471.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -415499.968750 Penalty: 2682.806641
	Iteration 29Q: 3 clusters Score -415500 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -415525.125000 Penalty: 2682.806641
	Iteration 30Q: 3 clusters Score -415525.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -415541.531250 Penalty: 2682.806641
	Iteration 31Q: 3 clusters Score -415541.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -415554.843750 Penalty: 2682.806641
	Iteration 32Q: 3 clusters Score -415554.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -415566.781250 Penalty: 2682.806641
	Iteration 33Q: 3 clusters Score -415566.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -415576.406250 Penalty: 2682.806641
	Iteration 34Q: 3 clusters Score -415576.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -415586.968750 Penalty: 2682.806641
	Iteration 35Q: 3 clusters Score -415587 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -415594.406250 Penalty: 2682.806641
	Iteration 36Q: 3 clusters Score -415594.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -415603.281250 Penalty: 2682.806641
	Iteration 37Q: 3 clusters Score -415603.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -415612.156250 Penalty: 2682.806641
	Iteration 38Q: 3 clusters Score -415612.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -415619.343750 Penalty: 2682.806641
	Iteration 39Q: 3 clusters Score -415619.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -415629.468750 Penalty: 2682.806641
	Iteration 40F: 3 clusters Score -415629.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -415634.718750 Penalty: 2682.806641
	Iteration 41Q: 3 clusters Score -415634.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -415637.687500 Penalty: 2682.806641
	Iteration 42Q: 3 clusters Score -415637.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -415642.125000 Penalty: 2682.806641
	Iteration 43Q: 3 clusters Score -415642.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -415651.562500 Penalty: 2682.806641
	Iteration 44Q: 3 clusters Score -415651.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -415659.718750 Penalty: 2682.806641
	Iteration 45Q: 3 clusters Score -415659.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -415662.937500 Penalty: 2682.806641
	Iteration 46Q: 3 clusters Score -415662.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -415665.062500 Penalty: 2682.806641
	Iteration 47Q: 3 clusters Score -415665.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -415667.750000 Penalty: 2682.806641
	Iteration 48Q: 3 clusters Score -415667.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -415668.593750 Penalty: 2682.806641
	Iteration 49Q: 3 clusters Score -415668.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -415670.500000 Penalty: 2682.806641
	Iteration 50Q: 3 clusters Score -415670.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -415674.687500 Penalty: 2682.806641
	Iteration 51Q: 3 clusters Score -415674.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -415681.312500 Penalty: 2682.806641
	Iteration 52Q: 3 clusters Score -415681.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -415687.625000 Penalty: 2682.806641
	Iteration 53Q: 3 clusters Score -415687.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -415690.500000 Penalty: 2682.806641
	Iteration 54Q: 3 clusters Score -415690.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -415693.750000 Penalty: 2682.806641
	Iteration 55Q: 3 clusters Score -415693.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -415697.531250 Penalty: 2682.806641
	Iteration 56Q: 3 clusters Score -415697.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -415700.750000 Penalty: 2682.806641
	Iteration 57Q: 3 clusters Score -415700.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -415703.687500 Penalty: 2682.806641
	Iteration 58Q: 3 clusters Score -415703.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -415703.656250 Penalty: 2682.806641
	Iteration 59Q: 3 clusters Score -415703.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -415704.843750 Penalty: 2682.806641
	Iteration 60F: 3 clusters Score -415704.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Entering Unmasked Estep 
Score: -974147.562500 Penalty: 1465.695312
	Iteration 0F: 2 clusters Score -974147.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -968092.437500 Penalty: 2931.390625
	Iteration 0F: 3 clusters Score -968092.4 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -969917.500000 Penalty: 2931.390625
	Iteration 1F: 3 clusters Score -969917.5 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -970105.250000 Penalty: 2931.390625
	Iteration 2F: 3 clusters Score -970105.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -970236.500000 Penalty: 2931.390625
	Iteration 3Q: 3 clusters Score -970236.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -970349.187500 Penalty: 2931.390625
	Iteration 4Q: 3 clusters Score -970349.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -970443.437500 Penalty: 2931.390625
	Iteration 5Q: 3 clusters Score -970443.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -970552.812500 Penalty: 2931.390625
	Iteration 6Q: 3 clusters Score -970552.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -970705.375000 Penalty: 2931.390625
	Iteration 7Q: 3 clusters Score -970705.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -970910.687500 Penalty: 2931.390625
	Iteration 8Q: 3 clusters Score -970910.7 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -971146.875000 Penalty: 2931.390625
	Iteration 9Q: 3 clusters Score -971146.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -971374.500000 Penalty: 2931.390625
	Iteration 10Q: 3 clusters Score -971374.5 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -971617.062500 Penalty: 2931.390625
	Iteration 11Q: 3 clusters Score -971617.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -971942.062500 Penalty: 2931.390625
	Iteration 12F: 3 clusters Score -971942.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -972292.062500 Penalty: 2931.390625
	Iteration 13F: 3 clusters Score -972292.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -972622.062500 Penalty: 2931.390625
	Iteration 14F: 3 clusters Score -972622.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -972879.562500 Penalty: 2931.390625
	Iteration 15Q: 3 clusters Score -972879.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -973071.687500 Penalty: 2931.390625
	Iteration 16Q: 3 clusters Score -973071.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -973209.500000 Penalty: 2931.390625
	Iteration 17Q: 3 clusters Score -973209.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -973310.062500 Penalty: 2931.390625
	Iteration 18Q: 3 clusters Score -973310.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -973364.125000 Penalty: 2931.390625
	Iteration 19Q: 3 clusters Score -973364.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -973403.125000 Penalty: 2931.390625
	Iteration 20F: 3 clusters Score -973403.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -973428.000000 Penalty: 2931.390625
	Iteration 21Q: 3 clusters Score -973428 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -973442.187500 Penalty: 2931.390625
	Iteration 22Q: 3 clusters Score -973442.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -973447.750000 Penalty: 2931.390625
	Iteration 23Q: 3 clusters Score -973447.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -973453.812500 Penalty: 2931.390625
	Iteration 24Q: 3 clusters Score -973453.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -973461.375000 Penalty: 2931.390625
	Iteration 25Q: 3 clusters Score -973461.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -973463.187500 Penalty: 2931.390625
	Iteration 26Q: 3 clusters Score -973463.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -973465.250000 Penalty: 2931.390625
	Iteration 27Q: 3 clusters Score -973465.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -973466.375000 Penalty: 2931.390625
	Iteration 28Q: 3 clusters Score -973466.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -973466.687500 Penalty: 2931.390625
	Iteration 29Q: 3 clusters Score -973466.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -973467.375000 Penalty: 2931.390625
	Iteration 30Q: 3 clusters Score -973467.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -973468.000000 Penalty: 2931.390625
	Iteration 31Q: 3 clusters Score -973468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -973467.500000 Penalty: 2931.390625
	Iteration 32Q: 3 clusters Score -973467.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -973468.625000 Penalty: 2931.390625
	Iteration 33Q: 3 clusters Score -973468.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -973468.500000 Penalty: 2931.390625
	Iteration 34Q: 3 clusters Score -973468.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -973469.125000 Penalty: 2931.390625
	Iteration 35Q: 3 clusters Score -973469.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -973468.937500 Penalty: 2931.390625
	Iteration 36Q: 3 clusters Score -973468.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -973470.000000 Penalty: 2931.390625
	Iteration 37Q: 3 clusters Score -973470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -973471.687500 Penalty: 2931.390625
	Iteration 38Q: 3 clusters Score -973471.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -973472.000000 Penalty: 2931.390625
	Iteration 39Q: 3 clusters Score -973472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -973471.125000 Penalty: 2931.390625
	Iteration 40F: 3 clusters Score -973471.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -973472.375000 Penalty: 2931.390625
	Iteration 41Q: 3 clusters Score -973472.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -973472.375000 Penalty: 2931.390625
	Iteration 42F: 3 clusters Score -973472.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Entering Unmasked Estep 
Score: -808999.750000 Penalty: 1450.515869
	Iteration 0F: 2 clusters Score -808999.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -803389.125000 Penalty: 2901.031738
	Iteration 0F: 3 clusters Score -803389.1 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -805138.750000 Penalty: 2901.031738
	Iteration 1F: 3 clusters Score -805138.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -805359.062500 Penalty: 2901.031738
	Iteration 2F: 3 clusters Score -805359.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -805525.875000 Penalty: 2901.031738
	Iteration 3F: 3 clusters Score -805525.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -805670.437500 Penalty: 2901.031738
	Iteration 4Q: 3 clusters Score -805670.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -805830.500000 Penalty: 2901.031738
	Iteration 5Q: 3 clusters Score -805830.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -805969.937500 Penalty: 2901.031738
	Iteration 6Q: 3 clusters Score -805969.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -806081.062500 Penalty: 2901.031738
	Iteration 7Q: 3 clusters Score -806081.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -806171.562500 Penalty: 2901.031738
	Iteration 8Q: 3 clusters Score -806171.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -806256.375000 Penalty: 2901.031738
	Iteration 9Q: 3 clusters Score -806256.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -806345.312500 Penalty: 2901.031738
	Iteration 10Q: 3 clusters Score -806345.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -806431.500000 Penalty: 2901.031738
	Iteration 11Q: 3 clusters Score -806431.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -806529.875000 Penalty: 2901.031738
	Iteration 12Q: 3 clusters Score -806529.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -806642.250000 Penalty: 2901.031738
	Iteration 13Q: 3 clusters Score -806642.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -806742.187500 Penalty: 2901.031738
	Iteration 14Q: 3 clusters Score -806742.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -806859.937500 Penalty: 2901.031738
	Iteration 15Q: 3 clusters Score -806859.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -806990.312500 Penalty: 2901.031738
	Iteration 16Q: 3 clusters Score -806990.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -807110.312500 Penalty: 2901.031738
	Iteration 17Q: 3 clusters Score -807110.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -807227.187500 Penalty: 2901.031738
	Iteration 18Q: 3 clusters Score -807227.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -807332.250000 Penalty: 2901.031738
	Iteration 19Q: 3 clusters Score -807332.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -807416.187500 Penalty: 2901.031738
	Iteration 20F: 3 clusters Score -807416.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -807469.625000 Penalty: 2901.031738
	Iteration 21Q: 3 clusters Score -807469.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -807518.625000 Penalty: 2901.031738
	Iteration 22Q: 3 clusters Score -807518.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -807550.437500 Penalty: 2901.031738
	Iteration 23Q: 3 clusters Score -807550.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -807580.312500 Penalty: 2901.031738
	Iteration 24Q: 3 clusters Score -807580.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -807614.000000 Penalty: 2901.031738
	Iteration 25Q: 3 clusters Score -807614 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -807645.062500 Penalty: 2901.031738
	Iteration 26Q: 3 clusters Score -807645.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -807671.937500 Penalty: 2901.031738
	Iteration 27Q: 3 clusters Score -807671.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -807693.312500 Penalty: 2901.031738
	Iteration 28Q: 3 clusters Score -807693.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -807711.812500 Penalty: 2901.031738
	Iteration 29Q: 3 clusters Score -807711.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -807724.250000 Penalty: 2901.031738
	Iteration 30Q: 3 clusters Score -807724.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -807747.312500 Penalty: 2901.031738
	Iteration 31Q: 3 clusters Score -807747.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -807779.812500 Penalty: 2901.031738
	Iteration 32Q: 3 clusters Score -807779.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -807812.750000 Penalty: 2901.031738
	Iteration 33Q: 3 clusters Score -807812.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -807842.062500 Penalty: 2901.031738
	Iteration 34Q: 3 clusters Score -807842.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -807867.562500 Penalty: 2901.031738
	Iteration 35Q: 3 clusters Score -807867.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -807884.562500 Penalty: 2901.031738
	Iteration 36Q: 3 clusters Score -807884.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -807898.625000 Penalty: 2901.031738
	Iteration 37Q: 3 clusters Score -807898.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -807915.562500 Penalty: 2901.031738
	Iteration 38Q: 3 clusters Score -807915.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -807921.437500 Penalty: 2901.031738
	Iteration 39Q: 3 clusters Score -807921.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -807926.187500 Penalty: 2901.031738
	Iteration 40F: 3 clusters Score -807926.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -807932.812500 Penalty: 2901.031738
	Iteration 41Q: 3 clusters Score -807932.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -807937.000000 Penalty: 2901.031738
	Iteration 42Q: 3 clusters Score -807937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -807935.937500 Penalty: 2901.031738
	Iteration 43Q: 3 clusters Score -807935.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -807936.562500 Penalty: 2901.031738
	Iteration 44Q: 3 clusters Score -807936.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -807940.187500 Penalty: 2901.031738
	Iteration 45Q: 3 clusters Score -807940.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -807940.312500 Penalty: 2901.031738
	Iteration 46Q: 3 clusters Score -807940.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -807943.437500 Penalty: 2901.031738
	Iteration 47Q: 3 clusters Score -807943.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -807943.062500 Penalty: 2901.031738
	Iteration 48Q: 3 clusters Score -807943.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -807943.687500 Penalty: 2901.031738
	Iteration 49Q: 3 clusters Score -807943.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -807944.375000 Penalty: 2901.031738
	Iteration 50Q: 3 clusters Score -807944.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -807948.312500 Penalty: 2901.031738
	Iteration 51Q: 3 clusters Score -807948.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -807949.937500 Penalty: 2901.031738
	Iteration 52Q: 3 clusters Score -807949.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -807950.312500 Penalty: 2901.031738
	Iteration 53Q: 3 clusters Score -807950.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -807952.187500 Penalty: 2901.031738
	Iteration 54Q: 3 clusters Score -807952.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -807951.812500 Penalty: 2901.031738
	Iteration 55Q: 3 clusters Score -807951.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -807951.875000 Penalty: 2901.031738
	Iteration 56Q: 3 clusters Score -807951.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -807951.437500 Penalty: 2901.031738
	Iteration 57Q: 3 clusters Score -807951.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -807951.437500 Penalty: 2901.031738
	Iteration 58F: 3 clusters Score -807951.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -35084.687500 Penalty: 961.382812
	Iteration 0F: 2 clusters Score -35084.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -34191.132812 Penalty: 1922.765625
	Iteration 0F: 3 clusters Score -34191.13 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -34327.269531 Penalty: 1922.765625
	Iteration 1F: 3 clusters Score -34327.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -34430.746094 Penalty: 1922.765625
	Iteration 2F: 3 clusters Score -34430.75 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -34510.957031 Penalty: 1922.765625
	Iteration 3F: 3 clusters Score -34510.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -34542.613281 Penalty: 1922.765625
	Iteration 4Q: 3 clusters Score -34542.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -34546.324219 Penalty: 1922.765625
	Iteration 5Q: 3 clusters Score -34546.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -34563.386719 Penalty: 1922.765625
	Iteration 6Q: 3 clusters Score -34563.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -34574.308594 Penalty: 1922.765625
	Iteration 7Q: 3 clusters Score -34574.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -34580.777344 Penalty: 1922.765625
	Iteration 8Q: 3 clusters Score -34580.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -34604.125000 Penalty: 1922.765625
	Iteration 9Q: 3 clusters Score -34604.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -34623.292969 Penalty: 1922.765625
	Iteration 10Q: 3 clusters Score -34623.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -34632.144531 Penalty: 1922.765625
	Iteration 11Q: 3 clusters Score -34632.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -34659.566406 Penalty: 1922.765625
	Iteration 12Q: 3 clusters Score -34659.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -34688.347656 Penalty: 1922.765625
	Iteration 13Q: 3 clusters Score -34688.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -34700.160156 Penalty: 1922.765625
	Iteration 14Q: 3 clusters Score -34700.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -34709.121094 Penalty: 1922.765625
	Iteration 15Q: 3 clusters Score -34709.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -34718.582031 Penalty: 1922.765625
	Iteration 16Q: 3 clusters Score -34718.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -34721.996094 Penalty: 1922.765625
	Iteration 17Q: 3 clusters Score -34722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -34721.996094 Penalty: 1922.765625
	Iteration 18F: 3 clusters Score -34722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (83063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83063 members 
Entering Unmasked Estep 
Score: -9902737.000000 Penalty: 1840.695068
	Iteration 0F: 2 clusters Score -9902737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41541 members 
Mstep: Class 2 contains 41522 members 
Entering Unmasked Estep 
Score: -9847633.000000 Penalty: 3681.390137
	Iteration 0F: 3 clusters Score -9847633 nChanged 39495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40786 members 
Mstep: Class 2 contains 42277 members 
Entering Unmasked Estep 
Score: -9870342.000000 Penalty: 3681.390137
	Iteration 1F: 3 clusters Score -9870342 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40404 members 
Mstep: Class 2 contains 42659 members 
Entering Unmasked Estep 
Score: -9870792.000000 Penalty: 3681.390137
	Iteration 2Q: 3 clusters Score -9870792 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39799 members 
Mstep: Class 2 contains 43264 members 
Entering Unmasked Estep 
Score: -9871347.000000 Penalty: 3681.390137
	Iteration 3Q: 3 clusters Score -9871347 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38909 members 
Mstep: Class 2 contains 44154 members 
Entering Unmasked Estep 
Score: -9872045.000000 Penalty: 3681.390137
	Iteration 4Q: 3 clusters Score -9872045 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37650 members 
Mstep: Class 2 contains 45413 members 
Entering Unmasked Estep 
Score: -9872848.000000 Penalty: 3681.390137
	Iteration 5Q: 3 clusters Score -9872848 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35816 members 
Mstep: Class 2 contains 47247 members 
Entering Unmasked Estep 
Score: -9874029.000000 Penalty: 3681.390137
	Iteration 6Q: 3 clusters Score -9874029 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33455 members 
Mstep: Class 2 contains 49608 members 
Entering Unmasked Estep 
Score: -9875553.000000 Penalty: 3681.390137
	Iteration 7Q: 3 clusters Score -9875553 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30304 members 
Mstep: Class 2 contains 52759 members 
Entering Unmasked Estep 
Score: -9877587.000000 Penalty: 3681.390137
	Iteration 8Q: 3 clusters Score -9877587 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 56707 members 
Entering Unmasked Estep 
Score: -9880211.000000 Penalty: 3681.390137
	Iteration 9F: 3 clusters Score -9880211 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 61350 members 
Entering Unmasked Estep 
Score: -9883604.000000 Penalty: 3681.390137
	Iteration 10F: 3 clusters Score -9883604 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 66326 members 
Entering Unmasked Estep 
Score: -9887682.000000 Penalty: 3681.390137
	Iteration 11F: 3 clusters Score -9887682 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 71043 members 
Entering Unmasked Estep 
Score: -9891708.000000 Penalty: 3681.390137
	Iteration 12F: 3 clusters Score -9891708 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 74935 members 
Entering Unmasked Estep 
Score: -9895051.000000 Penalty: 3681.390137
	Iteration 13Q: 3 clusters Score -9895051 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 77800 members 
Entering Unmasked Estep 
Score: -9897282.000000 Penalty: 3681.390137
	Iteration 14Q: 3 clusters Score -9897282 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 79771 members 
Entering Unmasked Estep 
Score: -9898944.000000 Penalty: 3681.390137
	Iteration 15Q: 3 clusters Score -9898944 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 81018 members 
Entering Unmasked Estep 
Score: -9899921.000000 Penalty: 3681.390137
	Iteration 16Q: 3 clusters Score -9899921 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 81739 members 
Entering Unmasked Estep 
Score: -9900448.000000 Penalty: 3681.390137
	Iteration 17Q: 3 clusters Score -9900448 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 82126 members 
Entering Unmasked Estep 
Score: -9900758.000000 Penalty: 3681.390137
	Iteration 18Q: 3 clusters Score -9900758 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 82322 members 
Entering Unmasked Estep 
Score: -9900932.000000 Penalty: 3681.390137
	Iteration 19Q: 3 clusters Score -9900932 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 82450 members 
Entering Unmasked Estep 
Score: -9901047.000000 Penalty: 3681.390137
	Iteration 20F: 3 clusters Score -9901047 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 82506 members 
Entering Unmasked Estep 
Score: -9901088.000000 Penalty: 3681.390137
	Iteration 21Q: 3 clusters Score -9901088 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 82544 members 
Entering Unmasked Estep 
Score: -9901129.000000 Penalty: 3681.390137
	Iteration 22Q: 3 clusters Score -9901129 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 82577 members 
Entering Unmasked Estep 
Score: -9901160.000000 Penalty: 3681.390137
	Iteration 23Q: 3 clusters Score -9901160 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 82606 members 
Entering Unmasked Estep 
Score: -9901183.000000 Penalty: 3681.390137
	Iteration 24Q: 3 clusters Score -9901183 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 82619 members 
Entering Unmasked Estep 
Score: -9901207.000000 Penalty: 3681.390137
	Iteration 25Q: 3 clusters Score -9901207 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 82636 members 
Entering Unmasked Estep 
Score: -9901234.000000 Penalty: 3681.390137
	Iteration 26Q: 3 clusters Score -9901234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 82651 members 
Entering Unmasked Estep 
Score: -9901241.000000 Penalty: 3681.390137
	Iteration 27Q: 3 clusters Score -9901241 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 82663 members 
Entering Unmasked Estep 
Score: -9901250.000000 Penalty: 3681.390137
	Iteration 28Q: 3 clusters Score -9901250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 82674 members 
Entering Unmasked Estep 
Score: -9901261.000000 Penalty: 3681.390137
	Iteration 29Q: 3 clusters Score -9901261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 82682 members 
Entering Unmasked Estep 
Score: -9901274.000000 Penalty: 3681.390137
	Iteration 30Q: 3 clusters Score -9901274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 82685 members 
Entering Unmasked Estep 
Score: -9901281.000000 Penalty: 3681.390137
	Iteration 31Q: 3 clusters Score -9901281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 82685 members 
Entering Unmasked Estep 
Score: -9901275.000000 Penalty: 3681.390137
	Iteration 32Q: 3 clusters Score -9901275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 82684 members 
Entering Unmasked Estep 
Score: -9901282.000000 Penalty: 3681.390137
	Iteration 33Q: 3 clusters Score -9901282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 82685 members 
Entering Unmasked Estep 
Score: -9901283.000000 Penalty: 3681.390137
	Iteration 34Q: 3 clusters Score -9901283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 82688 members 
Entering Unmasked Estep 
Score: -9901291.000000 Penalty: 3681.390137
	Iteration 35Q: 3 clusters Score -9901291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 82688 members 
Entering Unmasked Estep 
Score: -9901286.000000 Penalty: 3681.390137
	Iteration 36Q: 3 clusters Score -9901286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 82694 members 
Entering Unmasked Estep 
Score: -9901291.000000 Penalty: 3681.390137
	Iteration 37Q: 3 clusters Score -9901291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 82695 members 
Entering Unmasked Estep 
Score: -9901288.000000 Penalty: 3681.390137
	Iteration 38Q: 3 clusters Score -9901288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 82697 members 
Entering Unmasked Estep 
Score: -9901298.000000 Penalty: 3681.390137
	Iteration 39Q: 3 clusters Score -9901298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 82699 members 
Entering Unmasked Estep 
Score: -9901289.000000 Penalty: 3681.390137
	Iteration 40F: 3 clusters Score -9901289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 82699 members 
Entering Unmasked Estep 
Score: -9901290.000000 Penalty: 3681.390137
	Iteration 41Q: 3 clusters Score -9901290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 82699 members 
Entering Unmasked Estep 
Score: -9901290.000000 Penalty: 3681.390137
	Iteration 42Q: 3 clusters Score -9901290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 82699 members 
Entering Unmasked Estep 
Score: -9901290.000000 Penalty: 3681.390137
	Iteration 43F: 3 clusters Score -9901290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (103078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103078 members 
Entering Unmasked Estep 
Score: -12237096.000000 Penalty: 1875.776733
	Iteration 0F: 2 clusters Score -1.22371e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51470 members 
Mstep: Class 2 contains 51608 members 
Entering Unmasked Estep 
Score: -12172086.000000 Penalty: 3751.553467
	Iteration 0F: 3 clusters Score -1.217209e+07 nChanged 49205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50849 members 
Mstep: Class 2 contains 52229 members 
Entering Unmasked Estep 
Score: -12200669.000000 Penalty: 3751.553467
	Iteration 1F: 3 clusters Score -1.220067e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50545 members 
Mstep: Class 2 contains 52533 members 
Entering Unmasked Estep 
Score: -12201144.000000 Penalty: 3751.553467
	Iteration 2Q: 3 clusters Score -1.220114e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50120 members 
Mstep: Class 2 contains 52958 members 
Entering Unmasked Estep 
Score: -12201659.000000 Penalty: 3751.553467
	Iteration 3Q: 3 clusters Score -1.220166e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49554 members 
Mstep: Class 2 contains 53524 members 
Entering Unmasked Estep 
Score: -12202506.000000 Penalty: 3751.553467
	Iteration 4Q: 3 clusters Score -1.220251e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48608 members 
Mstep: Class 2 contains 54470 members 
Entering Unmasked Estep 
Score: -12203626.000000 Penalty: 3751.553467
	Iteration 5Q: 3 clusters Score -1.220363e+07 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47291 members 
Mstep: Class 2 contains 55787 members 
Entering Unmasked Estep 
Score: -12205524.000000 Penalty: 3751.553467
	Iteration 6Q: 3 clusters Score -1.220552e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45661 members 
Mstep: Class 2 contains 57417 members 
Entering Unmasked Estep 
Score: -12208202.000000 Penalty: 3751.553467
	Iteration 7Q: 3 clusters Score -1.22082e+07 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43883 members 
Mstep: Class 2 contains 59195 members 
Entering Unmasked Estep 
Score: -12212237.000000 Penalty: 3751.553467
	Iteration 8F: 3 clusters Score -1.221224e+07 nChanged 6542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42337 members 
Mstep: Class 2 contains 60741 members 
Entering Unmasked Estep 
Score: -12217169.000000 Penalty: 3751.553467
	Iteration 9F: 3 clusters Score -1.221717e+07 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41412 members 
Mstep: Class 2 contains 61666 members 
Entering Unmasked Estep 
Score: -12221175.000000 Penalty: 3751.553467
	Iteration 10F: 3 clusters Score -1.222118e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40991 members 
Mstep: Class 2 contains 62087 members 
Entering Unmasked Estep 
Score: -12222846.000000 Penalty: 3751.553467
	Iteration 11Q: 3 clusters Score -1.222285e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40706 members 
Mstep: Class 2 contains 62372 members 
Entering Unmasked Estep 
Score: -12223438.000000 Penalty: 3751.553467
	Iteration 12Q: 3 clusters Score -1.222344e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40387 members 
Mstep: Class 2 contains 62691 members 
Entering Unmasked Estep 
Score: -12223684.000000 Penalty: 3751.553467
	Iteration 13Q: 3 clusters Score -1.222368e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40101 members 
Mstep: Class 2 contains 62977 members 
Entering Unmasked Estep 
Score: -12223861.000000 Penalty: 3751.553467
	Iteration 14Q: 3 clusters Score -1.222386e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39812 members 
Mstep: Class 2 contains 63266 members 
Entering Unmasked Estep 
Score: -12223984.000000 Penalty: 3751.553467
	Iteration 15Q: 3 clusters Score -1.222398e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39519 members 
Mstep: Class 2 contains 63559 members 
Entering Unmasked Estep 
Score: -12224104.000000 Penalty: 3751.553467
	Iteration 16Q: 3 clusters Score -1.22241e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39248 members 
Mstep: Class 2 contains 63830 members 
Entering Unmasked Estep 
Score: -12224180.000000 Penalty: 3751.553467
	Iteration 17Q: 3 clusters Score -1.222418e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38998 members 
Mstep: Class 2 contains 64080 members 
Entering Unmasked Estep 
Score: -12224285.000000 Penalty: 3751.553467
	Iteration 18Q: 3 clusters Score -1.222428e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38742 members 
Mstep: Class 2 contains 64336 members 
Entering Unmasked Estep 
Score: -12224375.000000 Penalty: 3751.553467
	Iteration 19Q: 3 clusters Score -1.222438e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38514 members 
Mstep: Class 2 contains 64564 members 
Entering Unmasked Estep 
Score: -12224412.000000 Penalty: 3751.553467
	Iteration 20F: 3 clusters Score -1.222441e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38335 members 
Mstep: Class 2 contains 64743 members 
Entering Unmasked Estep 
Score: -12224499.000000 Penalty: 3751.553467
	Iteration 21Q: 3 clusters Score -1.22245e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38136 members 
Mstep: Class 2 contains 64942 members 
Entering Unmasked Estep 
Score: -12224653.000000 Penalty: 3751.553467
	Iteration 22Q: 3 clusters Score -1.222465e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 65131 members 
Entering Unmasked Estep 
Score: -12224762.000000 Penalty: 3751.553467
	Iteration 23Q: 3 clusters Score -1.222476e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37749 members 
Mstep: Class 2 contains 65329 members 
Entering Unmasked Estep 
Score: -12224929.000000 Penalty: 3751.553467
	Iteration 24Q: 3 clusters Score -1.222493e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37572 members 
Mstep: Class 2 contains 65506 members 
Entering Unmasked Estep 
Score: -12225031.000000 Penalty: 3751.553467
	Iteration 25Q: 3 clusters Score -1.222503e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37387 members 
Mstep: Class 2 contains 65691 members 
Entering Unmasked Estep 
Score: -12225196.000000 Penalty: 3751.553467
	Iteration 26Q: 3 clusters Score -1.22252e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37204 members 
Mstep: Class 2 contains 65874 members 
Entering Unmasked Estep 
Score: -12225348.000000 Penalty: 3751.553467
	Iteration 27Q: 3 clusters Score -1.222535e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37011 members 
Mstep: Class 2 contains 66067 members 
Entering Unmasked Estep 
Score: -12225480.000000 Penalty: 3751.553467
	Iteration 28Q: 3 clusters Score -1.222548e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36836 members 
Mstep: Class 2 contains 66242 members 
Entering Unmasked Estep 
Score: -12225582.000000 Penalty: 3751.553467
	Iteration 29Q: 3 clusters Score -1.222558e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36634 members 
Mstep: Class 2 contains 66444 members 
Entering Unmasked Estep 
Score: -12225811.000000 Penalty: 3751.553467
	Iteration 30Q: 3 clusters Score -1.222581e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36496 members 
Mstep: Class 2 contains 66582 members 
Entering Unmasked Estep 
Score: -12226068.000000 Penalty: 3751.553467
	Iteration 31Q: 3 clusters Score -1.222607e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36365 members 
Mstep: Class 2 contains 66713 members 
Entering Unmasked Estep 
Score: -12226333.000000 Penalty: 3751.553467
	Iteration 32Q: 3 clusters Score -1.222633e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36309 members 
Mstep: Class 2 contains 66769 members 
Entering Unmasked Estep 
Score: -12226702.000000 Penalty: 3751.553467
	Iteration 33Q: 3 clusters Score -1.22267e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36324 members 
Mstep: Class 2 contains 66754 members 
Entering Unmasked Estep 
Score: -12227157.000000 Penalty: 3751.553467
	Iteration 34Q: 3 clusters Score -1.222716e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36400 members 
Mstep: Class 2 contains 66678 members 
Entering Unmasked Estep 
Score: -12227753.000000 Penalty: 3751.553467
	Iteration 35Q: 3 clusters Score -1.222775e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36516 members 
Mstep: Class 2 contains 66562 members 
Entering Unmasked Estep 
Score: -12228425.000000 Penalty: 3751.553467
	Iteration 36Q: 3 clusters Score -1.222842e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36714 members 
Mstep: Class 2 contains 66364 members 
Entering Unmasked Estep 
Score: -12229241.000000 Penalty: 3751.553467
	Iteration 37Q: 3 clusters Score -1.222924e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36885 members 
Mstep: Class 2 contains 66193 members 
Entering Unmasked Estep 
Score: -12230239.000000 Penalty: 3751.553467
	Iteration 38Q: 3 clusters Score -1.223024e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37114 members 
Mstep: Class 2 contains 65964 members 
Entering Unmasked Estep 
Score: -12231204.000000 Penalty: 3751.553467
	Iteration 39Q: 3 clusters Score -1.22312e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37276 members 
Mstep: Class 2 contains 65802 members 
Entering Unmasked Estep 
Score: -12232133.000000 Penalty: 3751.553467
	Iteration 40F: 3 clusters Score -1.223213e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37421 members 
Mstep: Class 2 contains 65657 members 
Entering Unmasked Estep 
Score: -12232806.000000 Penalty: 3751.553467
	Iteration 41Q: 3 clusters Score -1.223281e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37573 members 
Mstep: Class 2 contains 65505 members 
Entering Unmasked Estep 
Score: -12233291.000000 Penalty: 3751.553467
	Iteration 42Q: 3 clusters Score -1.223329e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37596 members 
Mstep: Class 2 contains 65482 members 
Entering Unmasked Estep 
Score: -12233720.000000 Penalty: 3751.553467
	Iteration 43Q: 3 clusters Score -1.223372e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37542 members 
Mstep: Class 2 contains 65536 members 
Entering Unmasked Estep 
Score: -12233939.000000 Penalty: 3751.553467
	Iteration 44Q: 3 clusters Score -1.223394e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 65701 members 
Entering Unmasked Estep 
Score: -12234107.000000 Penalty: 3751.553467
	Iteration 45Q: 3 clusters Score -1.223411e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37251 members 
Mstep: Class 2 contains 65827 members 
Entering Unmasked Estep 
Score: -12234249.000000 Penalty: 3751.553467
	Iteration 46Q: 3 clusters Score -1.223425e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37126 members 
Mstep: Class 2 contains 65952 members 
Entering Unmasked Estep 
Score: -12234306.000000 Penalty: 3751.553467
	Iteration 47Q: 3 clusters Score -1.223431e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36986 members 
Mstep: Class 2 contains 66092 members 
Entering Unmasked Estep 
Score: -12234406.000000 Penalty: 3751.553467
	Iteration 48Q: 3 clusters Score -1.223441e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36871 members 
Mstep: Class 2 contains 66207 members 
Entering Unmasked Estep 
Score: -12234439.000000 Penalty: 3751.553467
	Iteration 49Q: 3 clusters Score -1.223444e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36739 members 
Mstep: Class 2 contains 66339 members 
Entering Unmasked Estep 
Score: -12234479.000000 Penalty: 3751.553467
	Iteration 50Q: 3 clusters Score -1.223448e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36659 members 
Mstep: Class 2 contains 66419 members 
Entering Unmasked Estep 
Score: -12234512.000000 Penalty: 3751.553467
	Iteration 51Q: 3 clusters Score -1.223451e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36601 members 
Mstep: Class 2 contains 66477 members 
Entering Unmasked Estep 
Score: -12234515.000000 Penalty: 3751.553467
	Iteration 52Q: 3 clusters Score -1.223452e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36570 members 
Mstep: Class 2 contains 66508 members 
Entering Unmasked Estep 
Score: -12234492.000000 Penalty: 3751.553467
	Iteration 53Q: 3 clusters Score -1.223449e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36537 members 
Mstep: Class 2 contains 66541 members 
Entering Unmasked Estep 
Score: -12234522.000000 Penalty: 3751.553467
	Iteration 54Q: 3 clusters Score -1.223452e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36496 members 
Mstep: Class 2 contains 66582 members 
Entering Unmasked Estep 
Score: -12234533.000000 Penalty: 3751.553467
	Iteration 55Q: 3 clusters Score -1.223453e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 66602 members 
Entering Unmasked Estep 
Score: -12234537.000000 Penalty: 3751.553467
	Iteration 56Q: 3 clusters Score -1.223454e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36447 members 
Mstep: Class 2 contains 66631 members 
Entering Unmasked Estep 
Score: -12234565.000000 Penalty: 3751.553467
	Iteration 57Q: 3 clusters Score -1.223456e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 66663 members 
Entering Unmasked Estep 
Score: -12234578.000000 Penalty: 3751.553467
	Iteration 58Q: 3 clusters Score -1.223458e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36382 members 
Mstep: Class 2 contains 66696 members 
Entering Unmasked Estep 
Score: -12234563.000000 Penalty: 3751.553467
	Iteration 59Q: 3 clusters Score -1.223456e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36385 members 
Mstep: Class 2 contains 66693 members 
Entering Unmasked Estep 
Score: -12234583.000000 Penalty: 3751.553467
	Iteration 60F: 3 clusters Score -1.223458e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36375 members 
Mstep: Class 2 contains 66703 members 
Entering Unmasked Estep 
Score: -12234584.000000 Penalty: 3751.553467
	Iteration 61Q: 3 clusters Score -1.223458e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 66722 members 
Entering Unmasked Estep 
Score: -12234570.000000 Penalty: 3751.553467
	Iteration 62Q: 3 clusters Score -1.223457e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 66741 members 
Entering Unmasked Estep 
Score: -12234584.000000 Penalty: 3751.553467
	Iteration 63Q: 3 clusters Score -1.223458e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36332 members 
Mstep: Class 2 contains 66746 members 
Entering Unmasked Estep 
Score: -12234587.000000 Penalty: 3751.553467
	Iteration 64Q: 3 clusters Score -1.223459e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36334 members 
Mstep: Class 2 contains 66744 members 
Entering Unmasked Estep 
Score: -12234576.000000 Penalty: 3751.553467
	Iteration 65Q: 3 clusters Score -1.223458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36333 members 
Mstep: Class 2 contains 66745 members 
Entering Unmasked Estep 
Score: -12234580.000000 Penalty: 3751.553467
	Iteration 66Q: 3 clusters Score -1.223458e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36333 members 
Mstep: Class 2 contains 66745 members 
Entering Unmasked Estep 
Score: -12234577.000000 Penalty: 3751.553467
	Iteration 67Q: 3 clusters Score -1.223458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36336 members 
Mstep: Class 2 contains 66742 members 
Entering Unmasked Estep 
Score: -12234579.000000 Penalty: 3751.553467
	Iteration 68Q: 3 clusters Score -1.223458e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36338 members 
Mstep: Class 2 contains 66740 members 
Entering Unmasked Estep 
Score: -12234583.000000 Penalty: 3751.553467
	Iteration 69Q: 3 clusters Score -1.223458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36341 members 
Mstep: Class 2 contains 66737 members 
Entering Unmasked Estep 
Score: -12234588.000000 Penalty: 3751.553467
	Iteration 70Q: 3 clusters Score -1.223459e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36341 members 
Mstep: Class 2 contains 66737 members 
Entering Unmasked Estep 
Score: -12234588.000000 Penalty: 3751.553467
	Iteration 71F: 3 clusters Score -1.223459e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (36781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36781 members 
Entering Unmasked Estep 
Score: -4341291.000000 Penalty: 1708.319702
	Iteration 0F: 2 clusters Score -4341291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -4316609.000000 Penalty: 3416.639404
	Iteration 0F: 3 clusters Score -4316609 nChanged 17043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -4325989.000000 Penalty: 3416.639404
	Iteration 1F: 3 clusters Score -4325989 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -4326351.500000 Penalty: 3416.639404
	Iteration 2Q: 3 clusters Score -4326352 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -4326772.000000 Penalty: 3416.639404
	Iteration 3Q: 3 clusters Score -4326772 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -4327248.000000 Penalty: 3416.639404
	Iteration 4Q: 3 clusters Score -4327248 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -4327890.000000 Penalty: 3416.639404
	Iteration 5Q: 3 clusters Score -4327890 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -4328781.000000 Penalty: 3416.639404
	Iteration 6Q: 3 clusters Score -4328781 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -4329985.000000 Penalty: 3416.639404
	Iteration 7F: 3 clusters Score -4329985 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -4331544.500000 Penalty: 3416.639404
	Iteration 8F: 3 clusters Score -4331544 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
Score: -4333217.500000 Penalty: 3416.639404
	Iteration 9F: 3 clusters Score -4333218 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -4334547.500000 Penalty: 3416.639404
	Iteration 10F: 3 clusters Score -4334548 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 29560 members 
Entering Unmasked Estep 
Score: -4335537.500000 Penalty: 3416.639404
	Iteration 11Q: 3 clusters Score -4335538 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 30532 members 
Entering Unmasked Estep 
Score: -4336368.500000 Penalty: 3416.639404
	Iteration 12Q: 3 clusters Score -4336368 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 31377 members 
Entering Unmasked Estep 
Score: -4337107.500000 Penalty: 3416.639404
	Iteration 13Q: 3 clusters Score -4337108 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 32017 members 
Entering Unmasked Estep 
Score: -4337706.000000 Penalty: 3416.639404
	Iteration 14Q: 3 clusters Score -4337706 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -4338104.500000 Penalty: 3416.639404
	Iteration 15Q: 3 clusters Score -4338104 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 32913 members 
Entering Unmasked Estep 
Score: -4338443.500000 Penalty: 3416.639404
	Iteration 16Q: 3 clusters Score -4338444 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 33245 members 
Entering Unmasked Estep 
Score: -4338718.000000 Penalty: 3416.639404
	Iteration 17Q: 3 clusters Score -4338718 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -4338911.500000 Penalty: 3416.639404
	Iteration 18Q: 3 clusters Score -4338912 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 33743 members 
Entering Unmasked Estep 
Score: -4339056.500000 Penalty: 3416.639404
	Iteration 19Q: 3 clusters Score -4339056 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
Score: -4339158.500000 Penalty: 3416.639404
	Iteration 20F: 3 clusters Score -4339158 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -4339244.000000 Penalty: 3416.639404
	Iteration 21Q: 3 clusters Score -4339244 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 34159 members 
Entering Unmasked Estep 
Score: -4339323.000000 Penalty: 3416.639404
	Iteration 22Q: 3 clusters Score -4339323 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -4339378.000000 Penalty: 3416.639404
	Iteration 23Q: 3 clusters Score -4339378 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 34338 members 
Entering Unmasked Estep 
Score: -4339414.500000 Penalty: 3416.639404
	Iteration 24Q: 3 clusters Score -4339414 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 34420 members 
Entering Unmasked Estep 
Score: -4339467.500000 Penalty: 3416.639404
	Iteration 25Q: 3 clusters Score -4339468 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 34497 members 
Entering Unmasked Estep 
Score: -4339491.000000 Penalty: 3416.639404
	Iteration 26Q: 3 clusters Score -4339491 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 34545 members 
Entering Unmasked Estep 
Score: -4339514.000000 Penalty: 3416.639404
	Iteration 27Q: 3 clusters Score -4339514 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 34583 members 
Entering Unmasked Estep 
Score: -4339531.000000 Penalty: 3416.639404
	Iteration 28Q: 3 clusters Score -4339531 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 34616 members 
Entering Unmasked Estep 
Score: -4339545.000000 Penalty: 3416.639404
	Iteration 29Q: 3 clusters Score -4339545 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 34648 members 
Entering Unmasked Estep 
Score: -4339551.000000 Penalty: 3416.639404
	Iteration 30Q: 3 clusters Score -4339551 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -4339559.000000 Penalty: 3416.639404
	Iteration 31Q: 3 clusters Score -4339559 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
Score: -4339574.500000 Penalty: 3416.639404
	Iteration 32Q: 3 clusters Score -4339574 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -4339581.500000 Penalty: 3416.639404
	Iteration 33Q: 3 clusters Score -4339582 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -4339608.500000 Penalty: 3416.639404
	Iteration 34Q: 3 clusters Score -4339608 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 34818 members 
Entering Unmasked Estep 
Score: -4339613.500000 Penalty: 3416.639404
	Iteration 35Q: 3 clusters Score -4339614 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 34846 members 
Entering Unmasked Estep 
Score: -4339612.000000 Penalty: 3416.639404
	Iteration 36Q: 3 clusters Score -4339612 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -4339624.500000 Penalty: 3416.639404
	Iteration 37Q: 3 clusters Score -4339624 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 34903 members 
Entering Unmasked Estep 
Score: -4339624.500000 Penalty: 3416.639404
	Iteration 38Q: 3 clusters Score -4339624 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 34928 members 
Entering Unmasked Estep 
Score: -4339627.500000 Penalty: 3416.639404
	Iteration 39Q: 3 clusters Score -4339628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 34949 members 
Entering Unmasked Estep 
Score: -4339627.500000 Penalty: 3416.639404
	Iteration 40F: 3 clusters Score -4339628 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 34975 members 
Entering Unmasked Estep 
Score: -4339639.000000 Penalty: 3416.639404
	Iteration 41Q: 3 clusters Score -4339639 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 35001 members 
Entering Unmasked Estep 
Score: -4339641.000000 Penalty: 3416.639404
	Iteration 42Q: 3 clusters Score -4339641 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 35021 members 
Entering Unmasked Estep 
Score: -4339651.000000 Penalty: 3416.639404
	Iteration 43Q: 3 clusters Score -4339651 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 35045 members 
Entering Unmasked Estep 
Score: -4339656.500000 Penalty: 3416.639404
	Iteration 44Q: 3 clusters Score -4339656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 35066 members 
Entering Unmasked Estep 
Score: -4339656.000000 Penalty: 3416.639404
	Iteration 45Q: 3 clusters Score -4339656 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -4339661.000000 Penalty: 3416.639404
	Iteration 46Q: 3 clusters Score -4339661 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 35105 members 
Entering Unmasked Estep 
Score: -4339666.500000 Penalty: 3416.639404
	Iteration 47Q: 3 clusters Score -4339666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 35120 members 
Entering Unmasked Estep 
Score: -4339673.000000 Penalty: 3416.639404
	Iteration 48Q: 3 clusters Score -4339673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 35133 members 
Entering Unmasked Estep 
Score: -4339677.000000 Penalty: 3416.639404
	Iteration 49Q: 3 clusters Score -4339677 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -4339675.500000 Penalty: 3416.639404
	Iteration 50Q: 3 clusters Score -4339676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 35157 members 
Entering Unmasked Estep 
Score: -4339686.000000 Penalty: 3416.639404
	Iteration 51Q: 3 clusters Score -4339686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 35174 members 
Entering Unmasked Estep 
Score: -4339686.000000 Penalty: 3416.639404
	Iteration 52Q: 3 clusters Score -4339686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 35188 members 
Entering Unmasked Estep 
Score: -4339690.000000 Penalty: 3416.639404
	Iteration 53Q: 3 clusters Score -4339690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 35201 members 
Entering Unmasked Estep 
Score: -4339688.000000 Penalty: 3416.639404
	Iteration 54Q: 3 clusters Score -4339688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 35216 members 
Entering Unmasked Estep 
Score: -4339701.000000 Penalty: 3416.639404
	Iteration 55Q: 3 clusters Score -4339701 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 35238 members 
Entering Unmasked Estep 
Score: -4339701.500000 Penalty: 3416.639404
	Iteration 56Q: 3 clusters Score -4339702 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -4339709.000000 Penalty: 3416.639404
	Iteration 57Q: 3 clusters Score -4339709 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -4339720.500000 Penalty: 3416.639404
	Iteration 58Q: 3 clusters Score -4339720 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -4339734.000000 Penalty: 3416.639404
	Iteration 59Q: 3 clusters Score -4339734 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 35349 members 
Entering Unmasked Estep 
Score: -4339746.000000 Penalty: 3416.639404
	Iteration 60F: 3 clusters Score -4339746 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
Score: -4339758.000000 Penalty: 3416.639404
	Iteration 61Q: 3 clusters Score -4339758 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 35396 members 
Entering Unmasked Estep 
Score: -4339764.000000 Penalty: 3416.639404
	Iteration 62Q: 3 clusters Score -4339764 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 35423 members 
Entering Unmasked Estep 
Score: -4339753.500000 Penalty: 3416.639404
	Iteration 63Q: 3 clusters Score -4339754 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 35448 members 
Entering Unmasked Estep 
Score: -4339759.000000 Penalty: 3416.639404
	Iteration 64Q: 3 clusters Score -4339759 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 35464 members 
Entering Unmasked Estep 
Score: -4339777.000000 Penalty: 3416.639404
	Iteration 65Q: 3 clusters Score -4339777 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 35478 members 
Entering Unmasked Estep 
Score: -4339776.500000 Penalty: 3416.639404
	Iteration 66Q: 3 clusters Score -4339776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 35485 members 
Entering Unmasked Estep 
Score: -4339776.500000 Penalty: 3416.639404
	Iteration 67Q: 3 clusters Score -4339776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 35490 members 
Entering Unmasked Estep 
Score: -4339781.500000 Penalty: 3416.639404
	Iteration 68Q: 3 clusters Score -4339782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 35493 members 
Entering Unmasked Estep 
Score: -4339782.500000 Penalty: 3416.639404
	Iteration 69Q: 3 clusters Score -4339782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 35498 members 
Entering Unmasked Estep 
Score: -4339785.000000 Penalty: 3416.639404
	Iteration 70Q: 3 clusters Score -4339785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -4339782.000000 Penalty: 3416.639404
	Iteration 71Q: 3 clusters Score -4339782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 35501 members 
Entering Unmasked Estep 
Score: -4339786.000000 Penalty: 3416.639404
	Iteration 72Q: 3 clusters Score -4339786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -4339784.500000 Penalty: 3416.639404
	Iteration 73Q: 3 clusters Score -4339784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 35504 members 
Entering Unmasked Estep 
Score: -4339784.000000 Penalty: 3416.639404
	Iteration 74Q: 3 clusters Score -4339784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 35506 members 
Entering Unmasked Estep 
Score: -4339780.000000 Penalty: 3416.639404
	Iteration 75Q: 3 clusters Score -4339780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 35508 members 
Entering Unmasked Estep 
Score: -4339785.500000 Penalty: 3416.639404
	Iteration 76Q: 3 clusters Score -4339786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 35509 members 
Entering Unmasked Estep 
Score: -4339780.500000 Penalty: 3416.639404
	Iteration 77Q: 3 clusters Score -4339780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 35511 members 
Entering Unmasked Estep 
Score: -4339782.000000 Penalty: 3416.639404
	Iteration 78Q: 3 clusters Score -4339782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 35511 members 
Entering Unmasked Estep 
Score: -4339782.000000 Penalty: 3416.639404
	Iteration 79F: 3 clusters Score -4339782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (12346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Entering Unmasked Estep 
Score: -1441218.250000 Penalty: 1530.926636
	Iteration 0F: 2 clusters Score -1441218 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 6216 members 
Entering Unmasked Estep 
Score: -1432611.250000 Penalty: 3061.853271
	Iteration 0F: 3 clusters Score -1432611 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1435306.500000 Penalty: 3061.853271
	Iteration 1F: 3 clusters Score -1435306 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1435488.750000 Penalty: 3061.853271
	Iteration 2Q: 3 clusters Score -1435489 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1435618.625000 Penalty: 3061.853271
	Iteration 3Q: 3 clusters Score -1435619 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1435747.375000 Penalty: 3061.853271
	Iteration 4Q: 3 clusters Score -1435747 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1435874.875000 Penalty: 3061.853271
	Iteration 5Q: 3 clusters Score -1435875 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1436018.875000 Penalty: 3061.853271
	Iteration 6Q: 3 clusters Score -1436019 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1436218.375000 Penalty: 3061.853271
	Iteration 7Q: 3 clusters Score -1436218 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1436516.875000 Penalty: 3061.853271
	Iteration 8Q: 3 clusters Score -1436517 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1436925.500000 Penalty: 3061.853271
	Iteration 9F: 3 clusters Score -1436926 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1437499.625000 Penalty: 3061.853271
	Iteration 10F: 3 clusters Score -1437500 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1438120.625000 Penalty: 3061.853271
	Iteration 11F: 3 clusters Score -1438121 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1438724.250000 Penalty: 3061.853271
	Iteration 12F: 3 clusters Score -1438724 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1439211.375000 Penalty: 3061.853271
	Iteration 13Q: 3 clusters Score -1439211 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1439520.000000 Penalty: 3061.853271
	Iteration 14Q: 3 clusters Score -1439520 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1439653.375000 Penalty: 3061.853271
	Iteration 15Q: 3 clusters Score -1439653 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1439724.625000 Penalty: 3061.853271
	Iteration 16Q: 3 clusters Score -1439725 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1439762.000000 Penalty: 3061.853271
	Iteration 17Q: 3 clusters Score -1439762 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1439795.000000 Penalty: 3061.853271
	Iteration 18Q: 3 clusters Score -1439795 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1439809.000000 Penalty: 3061.853271
	Iteration 19Q: 3 clusters Score -1439809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1439821.625000 Penalty: 3061.853271
	Iteration 20F: 3 clusters Score -1439822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1439825.250000 Penalty: 3061.853271
	Iteration 21Q: 3 clusters Score -1439825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1439826.250000 Penalty: 3061.853271
	Iteration 22Q: 3 clusters Score -1439826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1439827.750000 Penalty: 3061.853271
	Iteration 23Q: 3 clusters Score -1439828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1439830.250000 Penalty: 3061.853271
	Iteration 24Q: 3 clusters Score -1439830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -1439836.375000 Penalty: 3061.853271
	Iteration 25Q: 3 clusters Score -1439836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -1439838.875000 Penalty: 3061.853271
	Iteration 26Q: 3 clusters Score -1439839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1439842.375000 Penalty: 3061.853271
	Iteration 27Q: 3 clusters Score -1439842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1439842.375000 Penalty: 3061.853271
	Iteration 28F: 3 clusters Score -1439842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (79592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79592 members 
Entering Unmasked Estep 
Score: -9028668.000000 Penalty: 1833.758667
	Iteration 0F: 2 clusters Score -9028668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39880 members 
Mstep: Class 2 contains 39712 members 
Entering Unmasked Estep 
Score: -8975525.000000 Penalty: 3667.517334
	Iteration 0F: 3 clusters Score -8975525 nChanged 37982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40422 members 
Mstep: Class 2 contains 39170 members 
Entering Unmasked Estep 
Score: -8997240.000000 Penalty: 3667.517334
	Iteration 1F: 3 clusters Score -8997240 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40375 members 
Mstep: Class 2 contains 39217 members 
Entering Unmasked Estep 
Score: -8997725.000000 Penalty: 3667.517334
	Iteration 2Q: 3 clusters Score -8997725 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40214 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -8998473.000000 Penalty: 3667.517334
	Iteration 3Q: 3 clusters Score -8998473 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39997 members 
Mstep: Class 2 contains 39595 members 
Entering Unmasked Estep 
Score: -8999310.000000 Penalty: 3667.517334
	Iteration 4Q: 3 clusters Score -8999310 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39721 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -9000329.000000 Penalty: 3667.517334
	Iteration 5Q: 3 clusters Score -9000329 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39345 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
Score: -9001632.000000 Penalty: 3667.517334
	Iteration 6Q: 3 clusters Score -9001632 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39004 members 
Mstep: Class 2 contains 40588 members 
Entering Unmasked Estep 
Score: -9003122.000000 Penalty: 3667.517334
	Iteration 7Q: 3 clusters Score -9003122 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38618 members 
Mstep: Class 2 contains 40974 members 
Entering Unmasked Estep 
Score: -9005022.000000 Penalty: 3667.517334
	Iteration 8Q: 3 clusters Score -9005022 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38202 members 
Mstep: Class 2 contains 41390 members 
Entering Unmasked Estep 
Score: -9007339.000000 Penalty: 3667.517334
	Iteration 9F: 3 clusters Score -9007339 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37718 members 
Mstep: Class 2 contains 41874 members 
Entering Unmasked Estep 
Score: -9010060.000000 Penalty: 3667.517334
	Iteration 10F: 3 clusters Score -9010060 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37230 members 
Mstep: Class 2 contains 42362 members 
Entering Unmasked Estep 
Score: -9012268.000000 Penalty: 3667.517334
	Iteration 11F: 3 clusters Score -9012268 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36736 members 
Mstep: Class 2 contains 42856 members 
Entering Unmasked Estep 
Score: -9013497.000000 Penalty: 3667.517334
	Iteration 12Q: 3 clusters Score -9013497 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 43368 members 
Entering Unmasked Estep 
Score: -9013994.000000 Penalty: 3667.517334
	Iteration 13Q: 3 clusters Score -9013994 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35660 members 
Mstep: Class 2 contains 43932 members 
Entering Unmasked Estep 
Score: -9014175.000000 Penalty: 3667.517334
	Iteration 14Q: 3 clusters Score -9014175 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35093 members 
Mstep: Class 2 contains 44499 members 
Entering Unmasked Estep 
Score: -9014307.000000 Penalty: 3667.517334
	Iteration 15Q: 3 clusters Score -9014307 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 45113 members 
Entering Unmasked Estep 
Score: -9014448.000000 Penalty: 3667.517334
	Iteration 16Q: 3 clusters Score -9014448 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33830 members 
Mstep: Class 2 contains 45762 members 
Entering Unmasked Estep 
Score: -9014543.000000 Penalty: 3667.517334
	Iteration 17Q: 3 clusters Score -9014543 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33190 members 
Mstep: Class 2 contains 46402 members 
Entering Unmasked Estep 
Score: -9014657.000000 Penalty: 3667.517334
	Iteration 18Q: 3 clusters Score -9014657 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32504 members 
Mstep: Class 2 contains 47088 members 
Entering Unmasked Estep 
Score: -9014804.000000 Penalty: 3667.517334
	Iteration 19Q: 3 clusters Score -9014804 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 47811 members 
Entering Unmasked Estep 
Score: -9014918.000000 Penalty: 3667.517334
	Iteration 20F: 3 clusters Score -9014918 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31052 members 
Mstep: Class 2 contains 48540 members 
Entering Unmasked Estep 
Score: -9015077.000000 Penalty: 3667.517334
	Iteration 21Q: 3 clusters Score -9015077 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 49312 members 
Entering Unmasked Estep 
Score: -9015208.000000 Penalty: 3667.517334
	Iteration 22Q: 3 clusters Score -9015208 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29502 members 
Mstep: Class 2 contains 50090 members 
Entering Unmasked Estep 
Score: -9015421.000000 Penalty: 3667.517334
	Iteration 23Q: 3 clusters Score -9015421 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 50852 members 
Entering Unmasked Estep 
Score: -9015600.000000 Penalty: 3667.517334
	Iteration 24Q: 3 clusters Score -9015600 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 51661 members 
Entering Unmasked Estep 
Score: -9015753.000000 Penalty: 3667.517334
	Iteration 25Q: 3 clusters Score -9015753 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 52523 members 
Entering Unmasked Estep 
Score: -9015900.000000 Penalty: 3667.517334
	Iteration 26Q: 3 clusters Score -9015900 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 53416 members 
Entering Unmasked Estep 
Score: -9016104.000000 Penalty: 3667.517334
	Iteration 27Q: 3 clusters Score -9016104 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 54391 members 
Entering Unmasked Estep 
Score: -9016358.000000 Penalty: 3667.517334
	Iteration 28Q: 3 clusters Score -9016358 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 55470 members 
Entering Unmasked Estep 
Score: -9016620.000000 Penalty: 3667.517334
	Iteration 29Q: 3 clusters Score -9016620 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 56638 members 
Entering Unmasked Estep 
Score: -9016960.000000 Penalty: 3667.517334
	Iteration 30Q: 3 clusters Score -9016960 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 57814 members 
Entering Unmasked Estep 
Score: -9017323.000000 Penalty: 3667.517334
	Iteration 31Q: 3 clusters Score -9017323 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 59029 members 
Entering Unmasked Estep 
Score: -9017706.000000 Penalty: 3667.517334
	Iteration 32Q: 3 clusters Score -9017706 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 60321 members 
Entering Unmasked Estep 
Score: -9018184.000000 Penalty: 3667.517334
	Iteration 33Q: 3 clusters Score -9018184 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 61665 members 
Entering Unmasked Estep 
Score: -9018699.000000 Penalty: 3667.517334
	Iteration 34Q: 3 clusters Score -9018699 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 63119 members 
Entering Unmasked Estep 
Score: -9019220.000000 Penalty: 3667.517334
	Iteration 35Q: 3 clusters Score -9019220 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 64513 members 
Entering Unmasked Estep 
Score: -9019745.000000 Penalty: 3667.517334
	Iteration 36Q: 3 clusters Score -9019745 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 65949 members 
Entering Unmasked Estep 
Score: -9020383.000000 Penalty: 3667.517334
	Iteration 37Q: 3 clusters Score -9020383 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 67390 members 
Entering Unmasked Estep 
Score: -9021004.000000 Penalty: 3667.517334
	Iteration 38Q: 3 clusters Score -9021004 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 68757 members 
Entering Unmasked Estep 
Score: -9021655.000000 Penalty: 3667.517334
	Iteration 39Q: 3 clusters Score -9021655 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 70157 members 
Entering Unmasked Estep 
Score: -9022249.000000 Penalty: 3667.517334
	Iteration 40F: 3 clusters Score -9022249 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 71552 members 
Entering Unmasked Estep 
Score: -9022902.000000 Penalty: 3667.517334
	Iteration 41Q: 3 clusters Score -9022902 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 72820 members 
Entering Unmasked Estep 
Score: -9023558.000000 Penalty: 3667.517334
	Iteration 42Q: 3 clusters Score -9023558 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 73972 members 
Entering Unmasked Estep 
Score: -9024140.000000 Penalty: 3667.517334
	Iteration 43Q: 3 clusters Score -9024140 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 75010 members 
Entering Unmasked Estep 
Score: -9024731.000000 Penalty: 3667.517334
	Iteration 44Q: 3 clusters Score -9024731 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 75863 members 
Entering Unmasked Estep 
Score: -9025130.000000 Penalty: 3667.517334
	Iteration 45Q: 3 clusters Score -9025130 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 76595 members 
Entering Unmasked Estep 
Score: -9025552.000000 Penalty: 3667.517334
	Iteration 46Q: 3 clusters Score -9025552 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 77216 members 
Entering Unmasked Estep 
Score: -9025888.000000 Penalty: 3667.517334
	Iteration 47Q: 3 clusters Score -9025888 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 77744 members 
Entering Unmasked Estep 
Score: -9026207.000000 Penalty: 3667.517334
	Iteration 48Q: 3 clusters Score -9026207 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 78106 members 
Entering Unmasked Estep 
Score: -9026415.000000 Penalty: 3667.517334
	Iteration 49Q: 3 clusters Score -9026415 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 78386 members 
Entering Unmasked Estep 
Score: -9026611.000000 Penalty: 3667.517334
	Iteration 50Q: 3 clusters Score -9026611 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 78596 members 
Entering Unmasked Estep 
Score: -9026716.000000 Penalty: 3667.517334
	Iteration 51Q: 3 clusters Score -9026716 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 78752 members 
Entering Unmasked Estep 
Score: -9026818.000000 Penalty: 3667.517334
	Iteration 52Q: 3 clusters Score -9026818 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 78865 members 
Entering Unmasked Estep 
Score: -9026897.000000 Penalty: 3667.517334
	Iteration 53Q: 3 clusters Score -9026897 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 78945 members 
Entering Unmasked Estep 
Score: -9026942.000000 Penalty: 3667.517334
	Iteration 54Q: 3 clusters Score -9026942 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 79005 members 
Entering Unmasked Estep 
Score: -9026967.000000 Penalty: 3667.517334
	Iteration 55Q: 3 clusters Score -9026967 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 79044 members 
Entering Unmasked Estep 
Score: -9026999.000000 Penalty: 3667.517334
	Iteration 56Q: 3 clusters Score -9026999 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 79063 members 
Entering Unmasked Estep 
Score: -9026998.000000 Penalty: 3667.517334
	Iteration 57Q: 3 clusters Score -9026998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 79080 members 
Entering Unmasked Estep 
Score: -9027009.000000 Penalty: 3667.517334
	Iteration 58Q: 3 clusters Score -9027009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 79093 members 
Entering Unmasked Estep 
Score: -9027023.000000 Penalty: 3667.517334
	Iteration 59Q: 3 clusters Score -9027023 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 79103 members 
Entering Unmasked Estep 
Score: -9027025.000000 Penalty: 3667.517334
	Iteration 60F: 3 clusters Score -9027025 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 79119 members 
Entering Unmasked Estep 
Score: -9027024.000000 Penalty: 3667.517334
	Iteration 61Q: 3 clusters Score -9027024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 79132 members 
Entering Unmasked Estep 
Score: -9027028.000000 Penalty: 3667.517334
	Iteration 62Q: 3 clusters Score -9027028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 79142 members 
Entering Unmasked Estep 
Score: -9027030.000000 Penalty: 3667.517334
	Iteration 63Q: 3 clusters Score -9027030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 79155 members 
Entering Unmasked Estep 
Score: -9027052.000000 Penalty: 3667.517334
	Iteration 64Q: 3 clusters Score -9027052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 79161 members 
Entering Unmasked Estep 
Score: -9027050.000000 Penalty: 3667.517334
	Iteration 65Q: 3 clusters Score -9027050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 79167 members 
Entering Unmasked Estep 
Score: -9027061.000000 Penalty: 3667.517334
	Iteration 66Q: 3 clusters Score -9027061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 79174 members 
Entering Unmasked Estep 
Score: -9027060.000000 Penalty: 3667.517334
	Iteration 67Q: 3 clusters Score -9027060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 79179 members 
Entering Unmasked Estep 
Score: -9027066.000000 Penalty: 3667.517334
	Iteration 68Q: 3 clusters Score -9027066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 79184 members 
Entering Unmasked Estep 
Score: -9027065.000000 Penalty: 3667.517334
	Iteration 69Q: 3 clusters Score -9027065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 79184 members 
Entering Unmasked Estep 
Score: -9027070.000000 Penalty: 3667.517334
	Iteration 70Q: 3 clusters Score -9027070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 79189 members 
Entering Unmasked Estep 
Score: -9027072.000000 Penalty: 3667.517334
	Iteration 71Q: 3 clusters Score -9027072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 79192 members 
Entering Unmasked Estep 
Score: -9027066.000000 Penalty: 3667.517334
	Iteration 72Q: 3 clusters Score -9027066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 79193 members 
Entering Unmasked Estep 
Score: -9027063.000000 Penalty: 3667.517334
	Iteration 73Q: 3 clusters Score -9027063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 79196 members 
Entering Unmasked Estep 
Score: -9027060.000000 Penalty: 3667.517334
	Iteration 74Q: 3 clusters Score -9027060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 79199 members 
Entering Unmasked Estep 
Score: -9027070.000000 Penalty: 3667.517334
	Iteration 75Q: 3 clusters Score -9027070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 79200 members 
Entering Unmasked Estep 
Score: -9027070.000000 Penalty: 3667.517334
	Iteration 76Q: 3 clusters Score -9027070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 79201 members 
Entering Unmasked Estep 
Score: -9027072.000000 Penalty: 3667.517334
	Iteration 77Q: 3 clusters Score -9027072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 79204 members 
Entering Unmasked Estep 
Score: -9027075.000000 Penalty: 3667.517334
	Iteration 78Q: 3 clusters Score -9027075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 79205 members 
Entering Unmasked Estep 
Score: -9027076.000000 Penalty: 3667.517334
	Iteration 79Q: 3 clusters Score -9027076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 79205 members 
Entering Unmasked Estep 
Score: -9027076.000000 Penalty: 3667.517334
	Iteration 80F: 3 clusters Score -9027076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Entering Unmasked Estep 
Score: -31253.927734 Penalty: 946.725037
	Iteration 0F: 2 clusters Score -31253.93 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 176 members 
Entering Unmasked Estep 
Score: -30349.072266 Penalty: 1893.450073
	Iteration 0F: 3 clusters Score -30349.07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -30500.050781 Penalty: 1893.450073
	Iteration 1F: 3 clusters Score -30500.05 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -30579.228516 Penalty: 1893.450073
	Iteration 2F: 3 clusters Score -30579.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -30635.388672 Penalty: 1893.450073
	Iteration 3F: 3 clusters Score -30635.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -30724.970703 Penalty: 1893.450073
	Iteration 4Q: 3 clusters Score -30724.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -30765.804688 Penalty: 1893.450073
	Iteration 5Q: 3 clusters Score -30765.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -30810.013672 Penalty: 1893.450073
	Iteration 6Q: 3 clusters Score -30810.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -30826.794922 Penalty: 1893.450073
	Iteration 7Q: 3 clusters Score -30826.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -30837.644531 Penalty: 1893.450073
	Iteration 8Q: 3 clusters Score -30837.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -30853.199219 Penalty: 1893.450073
	Iteration 9Q: 3 clusters Score -30853.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -30859.886719 Penalty: 1893.450073
	Iteration 10Q: 3 clusters Score -30859.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -30859.886719 Penalty: 1893.450073
	Iteration 11F: 3 clusters Score -30859.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Entering Unmasked Estep 
Score: -85482.398438 Penalty: 1090.459961
	Iteration 0F: 2 clusters Score -85482.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -84203.453125 Penalty: 2180.919922
	Iteration 0F: 3 clusters Score -84203.45 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -84516.625000 Penalty: 2180.919922
	Iteration 1F: 3 clusters Score -84516.62 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -84662.578125 Penalty: 2180.919922
	Iteration 2F: 3 clusters Score -84662.58 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -84749.757812 Penalty: 2180.919922
	Iteration 3F: 3 clusters Score -84749.76 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -84799.226562 Penalty: 2180.919922
	Iteration 4Q: 3 clusters Score -84799.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -84850.476562 Penalty: 2180.919922
	Iteration 5Q: 3 clusters Score -84850.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -84884.351562 Penalty: 2180.919922
	Iteration 6Q: 3 clusters Score -84884.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -84922.125000 Penalty: 2180.919922
	Iteration 7Q: 3 clusters Score -84922.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -84944.492188 Penalty: 2180.919922
	Iteration 8Q: 3 clusters Score -84944.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -84962.492188 Penalty: 2180.919922
	Iteration 9Q: 3 clusters Score -84962.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -84976.750000 Penalty: 2180.919922
	Iteration 10Q: 3 clusters Score -84976.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -84983.320312 Penalty: 2180.919922
	Iteration 11Q: 3 clusters Score -84983.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -84985.187500 Penalty: 2180.919922
	Iteration 12Q: 3 clusters Score -84985.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -84986.578125 Penalty: 2180.919922
	Iteration 13Q: 3 clusters Score -84986.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -84987.765625 Penalty: 2180.919922
	Iteration 14Q: 3 clusters Score -84987.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -84989.914062 Penalty: 2180.919922
	Iteration 15Q: 3 clusters Score -84989.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -84991.164062 Penalty: 2180.919922
	Iteration 16Q: 3 clusters Score -84991.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -84991.164062 Penalty: 2180.919922
	Iteration 17F: 3 clusters Score -84991.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Entering Unmasked Estep 
Score: -36726.667969 Penalty: 1001.538635
	Iteration 0F: 2 clusters Score -36726.67 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 246 members 
Entering Unmasked Estep 
Score: -35789.621094 Penalty: 2003.077271
	Iteration 0F: 3 clusters Score -35789.62 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -36078.117188 Penalty: 2003.077271
	Iteration 1F: 3 clusters Score -36078.12 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -36205.246094 Penalty: 2003.077271
	Iteration 2F: 3 clusters Score -36205.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -36254.246094 Penalty: 2003.077271
	Iteration 3Q: 3 clusters Score -36254.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -36299.031250 Penalty: 2003.077271
	Iteration 4Q: 3 clusters Score -36299.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -36334.699219 Penalty: 2003.077271
	Iteration 5Q: 3 clusters Score -36334.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -36346.058594 Penalty: 2003.077271
	Iteration 6Q: 3 clusters Score -36346.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -36346.667969 Penalty: 2003.077271
	Iteration 7Q: 3 clusters Score -36346.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -36346.667969 Penalty: 2003.077271
	Iteration 8F: 3 clusters Score -36346.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (55356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55356 members 
Entering Unmasked Estep 
Score: -6525438.500000 Penalty: 1774.750244
	Iteration 0F: 2 clusters Score -6525438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 27650 members 
Entering Unmasked Estep 
Score: -6488906.000000 Penalty: 3549.500488
	Iteration 0F: 3 clusters Score -6488906 nChanged 25823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -6503556.500000 Penalty: 3549.500488
	Iteration 1F: 3 clusters Score -6503556 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28738 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -6503953.000000 Penalty: 3549.500488
	Iteration 2Q: 3 clusters Score -6503953 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29171 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -6504459.000000 Penalty: 3549.500488
	Iteration 3Q: 3 clusters Score -6504459 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29811 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -6505064.500000 Penalty: 3549.500488
	Iteration 4Q: 3 clusters Score -6505064 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30696 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -6505894.000000 Penalty: 3549.500488
	Iteration 5Q: 3 clusters Score -6505894 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31832 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -6507105.000000 Penalty: 3549.500488
	Iteration 6Q: 3 clusters Score -6507105 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33224 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -6509083.000000 Penalty: 3549.500488
	Iteration 7F: 3 clusters Score -6509083 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -6511628.000000 Penalty: 3549.500488
	Iteration 8F: 3 clusters Score -6511628 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35783 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -6514105.000000 Penalty: 3549.500488
	Iteration 9F: 3 clusters Score -6514105 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36600 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -6515740.000000 Penalty: 3549.500488
	Iteration 10Q: 3 clusters Score -6515740 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -6516631.500000 Penalty: 3549.500488
	Iteration 11Q: 3 clusters Score -6516632 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37591 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -6517183.000000 Penalty: 3549.500488
	Iteration 12Q: 3 clusters Score -6517183 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37980 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -6517647.000000 Penalty: 3549.500488
	Iteration 13Q: 3 clusters Score -6517647 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38288 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -6518093.500000 Penalty: 3549.500488
	Iteration 14Q: 3 clusters Score -6518094 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38558 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -6518617.000000 Penalty: 3549.500488
	Iteration 15Q: 3 clusters Score -6518617 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38736 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -6519189.000000 Penalty: 3549.500488
	Iteration 16Q: 3 clusters Score -6519189 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38837 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -6519718.500000 Penalty: 3549.500488
	Iteration 17Q: 3 clusters Score -6519718 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38833 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -6520225.500000 Penalty: 3549.500488
	Iteration 18Q: 3 clusters Score -6520226 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38770 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -6520719.500000 Penalty: 3549.500488
	Iteration 19Q: 3 clusters Score -6520720 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38609 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -6521161.000000 Penalty: 3549.500488
	Iteration 20F: 3 clusters Score -6521161 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38297 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -6521538.500000 Penalty: 3549.500488
	Iteration 21Q: 3 clusters Score -6521538 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37973 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -6521964.500000 Penalty: 3549.500488
	Iteration 22Q: 3 clusters Score -6521964 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37574 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -6522307.000000 Penalty: 3549.500488
	Iteration 23Q: 3 clusters Score -6522307 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37229 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -6522612.500000 Penalty: 3549.500488
	Iteration 24Q: 3 clusters Score -6522612 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -6522873.500000 Penalty: 3549.500488
	Iteration 25Q: 3 clusters Score -6522874 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36514 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -6523077.500000 Penalty: 3549.500488
	Iteration 26Q: 3 clusters Score -6523078 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36236 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -6523173.500000 Penalty: 3549.500488
	Iteration 27Q: 3 clusters Score -6523174 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35970 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -6523233.000000 Penalty: 3549.500488
	Iteration 28Q: 3 clusters Score -6523233 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35702 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -6523297.500000 Penalty: 3549.500488
	Iteration 29Q: 3 clusters Score -6523298 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35466 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -6523344.500000 Penalty: 3549.500488
	Iteration 30Q: 3 clusters Score -6523344 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35260 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -6523374.500000 Penalty: 3549.500488
	Iteration 31Q: 3 clusters Score -6523374 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35009 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -6523366.000000 Penalty: 3549.500488
	Iteration 32Q: 3 clusters Score -6523366 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34796 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -6523385.000000 Penalty: 3549.500488
	Iteration 33Q: 3 clusters Score -6523385 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34625 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -6523406.000000 Penalty: 3549.500488
	Iteration 34Q: 3 clusters Score -6523406 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -6523393.000000 Penalty: 3549.500488
	Iteration 35Q: 3 clusters Score -6523393 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34255 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -6523392.000000 Penalty: 3549.500488
	Iteration 36Q: 3 clusters Score -6523392 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34092 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -6523402.500000 Penalty: 3549.500488
	Iteration 37Q: 3 clusters Score -6523402 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33952 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -6523399.500000 Penalty: 3549.500488
	Iteration 38Q: 3 clusters Score -6523400 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33843 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -6523408.500000 Penalty: 3549.500488
	Iteration 39Q: 3 clusters Score -6523408 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33715 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -6523407.000000 Penalty: 3549.500488
	Iteration 40F: 3 clusters Score -6523407 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33533 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -6523393.000000 Penalty: 3549.500488
	Iteration 41Q: 3 clusters Score -6523393 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33293 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -6523436.500000 Penalty: 3549.500488
	Iteration 42Q: 3 clusters Score -6523436 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33056 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -6523428.500000 Penalty: 3549.500488
	Iteration 43Q: 3 clusters Score -6523428 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32806 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -6523434.000000 Penalty: 3549.500488
	Iteration 44Q: 3 clusters Score -6523434 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -6523404.500000 Penalty: 3549.500488
	Iteration 45Q: 3 clusters Score -6523404 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32343 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -6523455.500000 Penalty: 3549.500488
	Iteration 46Q: 3 clusters Score -6523456 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32141 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -6523440.500000 Penalty: 3549.500488
	Iteration 47Q: 3 clusters Score -6523440 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -6523433.500000 Penalty: 3549.500488
	Iteration 48Q: 3 clusters Score -6523434 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31761 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -6523449.000000 Penalty: 3549.500488
	Iteration 49Q: 3 clusters Score -6523449 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -6523457.500000 Penalty: 3549.500488
	Iteration 50Q: 3 clusters Score -6523458 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -6523486.500000 Penalty: 3549.500488
	Iteration 51Q: 3 clusters Score -6523486 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31243 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -6523457.000000 Penalty: 3549.500488
	Iteration 52Q: 3 clusters Score -6523457 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31104 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -6523477.000000 Penalty: 3549.500488
	Iteration 53Q: 3 clusters Score -6523477 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -6523486.000000 Penalty: 3549.500488
	Iteration 54Q: 3 clusters Score -6523486 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -6523500.500000 Penalty: 3549.500488
	Iteration 55Q: 3 clusters Score -6523500 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30720 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -6523508.500000 Penalty: 3549.500488
	Iteration 56Q: 3 clusters Score -6523508 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -6523498.000000 Penalty: 3549.500488
	Iteration 57Q: 3 clusters Score -6523498 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30467 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -6523488.000000 Penalty: 3549.500488
	Iteration 58Q: 3 clusters Score -6523488 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30324 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -6523480.500000 Penalty: 3549.500488
	Iteration 59Q: 3 clusters Score -6523480 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30194 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -6523473.500000 Penalty: 3549.500488
	Iteration 60F: 3 clusters Score -6523474 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30101 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -6523481.000000 Penalty: 3549.500488
	Iteration 61Q: 3 clusters Score -6523481 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -6523474.000000 Penalty: 3549.500488
	Iteration 62Q: 3 clusters Score -6523474 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29946 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -6523485.000000 Penalty: 3549.500488
	Iteration 63Q: 3 clusters Score -6523485 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -6523482.000000 Penalty: 3549.500488
	Iteration 64Q: 3 clusters Score -6523482 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29818 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -6523472.500000 Penalty: 3549.500488
	Iteration 65Q: 3 clusters Score -6523472 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29792 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -6523464.000000 Penalty: 3549.500488
	Iteration 66Q: 3 clusters Score -6523464 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 25593 members 
Entering Unmasked Estep 
Score: -6523467.000000 Penalty: 3549.500488
	Iteration 67Q: 3 clusters Score -6523467 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29746 members 
Mstep: Class 2 contains 25610 members 
Entering Unmasked Estep 
Score: -6523461.000000 Penalty: 3549.500488
	Iteration 68Q: 3 clusters Score -6523461 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29720 members 
Mstep: Class 2 contains 25636 members 
Entering Unmasked Estep 
Score: -6523467.000000 Penalty: 3549.500488
	Iteration 69Q: 3 clusters Score -6523467 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -6523475.500000 Penalty: 3549.500488
	Iteration 70Q: 3 clusters Score -6523476 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -6523476.000000 Penalty: 3549.500488
	Iteration 71Q: 3 clusters Score -6523476 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29619 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -6523476.000000 Penalty: 3549.500488
	Iteration 72Q: 3 clusters Score -6523476 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -6523460.000000 Penalty: 3549.500488
	Iteration 73Q: 3 clusters Score -6523460 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -6523473.000000 Penalty: 3549.500488
	Iteration 74Q: 3 clusters Score -6523473 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -6523471.500000 Penalty: 3549.500488
	Iteration 75Q: 3 clusters Score -6523472 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -6523460.000000 Penalty: 3549.500488
	Iteration 76Q: 3 clusters Score -6523460 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -6523459.000000 Penalty: 3549.500488
	Iteration 77Q: 3 clusters Score -6523459 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -6523458.500000 Penalty: 3549.500488
	Iteration 78Q: 3 clusters Score -6523458 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29395 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -6523463.000000 Penalty: 3549.500488
	Iteration 79Q: 3 clusters Score -6523463 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29378 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -6523460.000000 Penalty: 3549.500488
	Iteration 80F: 3 clusters Score -6523460 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -6523461.000000 Penalty: 3549.500488
	Iteration 81Q: 3 clusters Score -6523461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -6523459.500000 Penalty: 3549.500488
	Iteration 82Q: 3 clusters Score -6523460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -6523453.500000 Penalty: 3549.500488
	Iteration 83Q: 3 clusters Score -6523454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -6523456.500000 Penalty: 3549.500488
	Iteration 84Q: 3 clusters Score -6523456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29323 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -6523446.000000 Penalty: 3549.500488
	Iteration 85Q: 3 clusters Score -6523446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29322 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -6523444.500000 Penalty: 3549.500488
	Iteration 86Q: 3 clusters Score -6523444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29322 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -6523444.500000 Penalty: 3549.500488
	Iteration 87F: 3 clusters Score -6523444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Entering Unmasked Estep 
Score: -95153.164062 Penalty: 1123.805054
	Iteration 0F: 2 clusters Score -95153.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -93772.656250 Penalty: 2247.610107
	Iteration 0F: 3 clusters Score -93772.66 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -94097.367188 Penalty: 2247.610107
	Iteration 1F: 3 clusters Score -94097.37 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -94177.687500 Penalty: 2247.610107
	Iteration 2F: 3 clusters Score -94177.69 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -94218.109375 Penalty: 2247.610107
	Iteration 3Q: 3 clusters Score -94218.11 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -94267.773438 Penalty: 2247.610107
	Iteration 4Q: 3 clusters Score -94267.77 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -94329.921875 Penalty: 2247.610107
	Iteration 5Q: 3 clusters Score -94329.92 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -94392.367188 Penalty: 2247.610107
	Iteration 6Q: 3 clusters Score -94392.37 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -94428.414062 Penalty: 2247.610107
	Iteration 7Q: 3 clusters Score -94428.41 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -94479.046875 Penalty: 2247.610107
	Iteration 8Q: 3 clusters Score -94479.05 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -94520.203125 Penalty: 2247.610107
	Iteration 9Q: 3 clusters Score -94520.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -94546.882812 Penalty: 2247.610107
	Iteration 10Q: 3 clusters Score -94546.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -94569.039062 Penalty: 2247.610107
	Iteration 11Q: 3 clusters Score -94569.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -94590.390625 Penalty: 2247.610107
	Iteration 12Q: 3 clusters Score -94590.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -94613.671875 Penalty: 2247.610107
	Iteration 13Q: 3 clusters Score -94613.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -94628.640625 Penalty: 2247.610107
	Iteration 14Q: 3 clusters Score -94628.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -94641.585938 Penalty: 2247.610107
	Iteration 15Q: 3 clusters Score -94641.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -94666.101562 Penalty: 2247.610107
	Iteration 16Q: 3 clusters Score -94666.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -94691.562500 Penalty: 2247.610107
	Iteration 17Q: 3 clusters Score -94691.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -94711.648438 Penalty: 2247.610107
	Iteration 18Q: 3 clusters Score -94711.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -94730.039062 Penalty: 2247.610107
	Iteration 19Q: 3 clusters Score -94730.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -94743.343750 Penalty: 2247.610107
	Iteration 20F: 3 clusters Score -94743.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -94779.023438 Penalty: 2247.610107
	Iteration 21Q: 3 clusters Score -94779.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -94800.390625 Penalty: 2247.610107
	Iteration 22Q: 3 clusters Score -94800.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -94823.554688 Penalty: 2247.610107
	Iteration 23Q: 3 clusters Score -94823.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -94843.828125 Penalty: 2247.610107
	Iteration 24Q: 3 clusters Score -94843.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -94849.796875 Penalty: 2247.610107
	Iteration 25Q: 3 clusters Score -94849.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -94850.882812 Penalty: 2247.610107
	Iteration 26Q: 3 clusters Score -94850.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -94853.445312 Penalty: 2247.610107
	Iteration 27F: 3 clusters Score -94853.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -94856.570312 Penalty: 2247.610107
	Iteration 28Q: 3 clusters Score -94856.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -94858.906250 Penalty: 2247.610107
	Iteration 29Q: 3 clusters Score -94858.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -94858.906250 Penalty: 2247.610107
	Iteration 30F: 3 clusters Score -94858.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (58173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58173 members 
Entering Unmasked Estep 
Score: -6875346.500000 Penalty: 1782.816162
	Iteration 0F: 2 clusters Score -6875346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29093 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -6836649.500000 Penalty: 3565.632324
	Iteration 0F: 3 clusters Score -6836650 nChanged 27360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -6852181.000000 Penalty: 3565.632324
	Iteration 1F: 3 clusters Score -6852181 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -6852759.500000 Penalty: 3565.632324
	Iteration 2Q: 3 clusters Score -6852760 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28159 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -6853487.500000 Penalty: 3565.632324
	Iteration 3Q: 3 clusters Score -6853488 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -6854359.000000 Penalty: 3565.632324
	Iteration 4Q: 3 clusters Score -6854359 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27059 members 
Mstep: Class 2 contains 31114 members 
Entering Unmasked Estep 
Score: -6855700.500000 Penalty: 3565.632324
	Iteration 5Q: 3 clusters Score -6855700 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 31833 members 
Entering Unmasked Estep 
Score: -6857742.000000 Penalty: 3565.632324
	Iteration 6F: 3 clusters Score -6857742 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
Score: -6861055.000000 Penalty: 3565.632324
	Iteration 7F: 3 clusters Score -6861055 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -6865464.000000 Penalty: 3565.632324
	Iteration 8F: 3 clusters Score -6865464 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -6868582.500000 Penalty: 3565.632324
	Iteration 9F: 3 clusters Score -6868582 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -6869915.000000 Penalty: 3565.632324
	Iteration 10Q: 3 clusters Score -6869915 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 34765 members 
Entering Unmasked Estep 
Score: -6870630.000000 Penalty: 3565.632324
	Iteration 11Q: 3 clusters Score -6870630 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -6871168.500000 Penalty: 3565.632324
	Iteration 12Q: 3 clusters Score -6871168 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 35484 members 
Entering Unmasked Estep 
Score: -6871668.000000 Penalty: 3565.632324
	Iteration 13Q: 3 clusters Score -6871668 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 35817 members 
Entering Unmasked Estep 
Score: -6871956.000000 Penalty: 3565.632324
	Iteration 14Q: 3 clusters Score -6871956 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 36104 members 
Entering Unmasked Estep 
Score: -6872208.500000 Penalty: 3565.632324
	Iteration 15Q: 3 clusters Score -6872208 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 36381 members 
Entering Unmasked Estep 
Score: -6872399.000000 Penalty: 3565.632324
	Iteration 16Q: 3 clusters Score -6872399 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 36623 members 
Entering Unmasked Estep 
Score: -6872512.000000 Penalty: 3565.632324
	Iteration 17Q: 3 clusters Score -6872512 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 36845 members 
Entering Unmasked Estep 
Score: -6872577.500000 Penalty: 3565.632324
	Iteration 18Q: 3 clusters Score -6872578 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 37063 members 
Entering Unmasked Estep 
Score: -6872636.000000 Penalty: 3565.632324
	Iteration 19Q: 3 clusters Score -6872636 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 37295 members 
Entering Unmasked Estep 
Score: -6872670.500000 Penalty: 3565.632324
	Iteration 20F: 3 clusters Score -6872670 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 37516 members 
Entering Unmasked Estep 
Score: -6872692.000000 Penalty: 3565.632324
	Iteration 21Q: 3 clusters Score -6872692 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 37722 members 
Entering Unmasked Estep 
Score: -6872720.500000 Penalty: 3565.632324
	Iteration 22Q: 3 clusters Score -6872720 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -6872742.000000 Penalty: 3565.632324
	Iteration 23Q: 3 clusters Score -6872742 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 38144 members 
Entering Unmasked Estep 
Score: -6872780.000000 Penalty: 3565.632324
	Iteration 24Q: 3 clusters Score -6872780 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 38352 members 
Entering Unmasked Estep 
Score: -6872799.000000 Penalty: 3565.632324
	Iteration 25Q: 3 clusters Score -6872799 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 38552 members 
Entering Unmasked Estep 
Score: -6872825.500000 Penalty: 3565.632324
	Iteration 26Q: 3 clusters Score -6872826 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 38753 members 
Entering Unmasked Estep 
Score: -6872857.500000 Penalty: 3565.632324
	Iteration 27Q: 3 clusters Score -6872858 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 38940 members 
Entering Unmasked Estep 
Score: -6872866.000000 Penalty: 3565.632324
	Iteration 28Q: 3 clusters Score -6872866 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 39111 members 
Entering Unmasked Estep 
Score: -6872889.500000 Penalty: 3565.632324
	Iteration 29Q: 3 clusters Score -6872890 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 39297 members 
Entering Unmasked Estep 
Score: -6872903.500000 Penalty: 3565.632324
	Iteration 30Q: 3 clusters Score -6872904 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 39472 members 
Entering Unmasked Estep 
Score: -6872917.500000 Penalty: 3565.632324
	Iteration 31Q: 3 clusters Score -6872918 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 39630 members 
Entering Unmasked Estep 
Score: -6872934.500000 Penalty: 3565.632324
	Iteration 32Q: 3 clusters Score -6872934 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 39772 members 
Entering Unmasked Estep 
Score: -6872949.000000 Penalty: 3565.632324
	Iteration 33Q: 3 clusters Score -6872949 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 39922 members 
Entering Unmasked Estep 
Score: -6872975.500000 Penalty: 3565.632324
	Iteration 34Q: 3 clusters Score -6872976 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 40049 members 
Entering Unmasked Estep 
Score: -6872965.000000 Penalty: 3565.632324
	Iteration 35Q: 3 clusters Score -6872965 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 40192 members 
Entering Unmasked Estep 
Score: -6872999.500000 Penalty: 3565.632324
	Iteration 36Q: 3 clusters Score -6873000 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 40322 members 
Entering Unmasked Estep 
Score: -6873015.500000 Penalty: 3565.632324
	Iteration 37Q: 3 clusters Score -6873016 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 40437 members 
Entering Unmasked Estep 
Score: -6873014.500000 Penalty: 3565.632324
	Iteration 38Q: 3 clusters Score -6873014 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 40561 members 
Entering Unmasked Estep 
Score: -6873053.000000 Penalty: 3565.632324
	Iteration 39Q: 3 clusters Score -6873053 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 40673 members 
Entering Unmasked Estep 
Score: -6873061.000000 Penalty: 3565.632324
	Iteration 40F: 3 clusters Score -6873061 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
Score: -6873064.000000 Penalty: 3565.632324
	Iteration 41Q: 3 clusters Score -6873064 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -6873075.500000 Penalty: 3565.632324
	Iteration 42Q: 3 clusters Score -6873076 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 41007 members 
Entering Unmasked Estep 
Score: -6873090.500000 Penalty: 3565.632324
	Iteration 43Q: 3 clusters Score -6873090 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 41118 members 
Entering Unmasked Estep 
Score: -6873114.000000 Penalty: 3565.632324
	Iteration 44Q: 3 clusters Score -6873114 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 41221 members 
Entering Unmasked Estep 
Score: -6873128.500000 Penalty: 3565.632324
	Iteration 45Q: 3 clusters Score -6873128 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 41327 members 
Entering Unmasked Estep 
Score: -6873137.500000 Penalty: 3565.632324
	Iteration 46Q: 3 clusters Score -6873138 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 41413 members 
Entering Unmasked Estep 
Score: -6873136.000000 Penalty: 3565.632324
	Iteration 47Q: 3 clusters Score -6873136 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 41494 members 
Entering Unmasked Estep 
Score: -6873117.000000 Penalty: 3565.632324
	Iteration 48Q: 3 clusters Score -6873117 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 41564 members 
Entering Unmasked Estep 
Score: -6873129.500000 Penalty: 3565.632324
	Iteration 49Q: 3 clusters Score -6873130 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 41631 members 
Entering Unmasked Estep 
Score: -6873118.500000 Penalty: 3565.632324
	Iteration 50Q: 3 clusters Score -6873118 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 41681 members 
Entering Unmasked Estep 
Score: -6873130.500000 Penalty: 3565.632324
	Iteration 51Q: 3 clusters Score -6873130 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 41730 members 
Entering Unmasked Estep 
Score: -6873119.000000 Penalty: 3565.632324
	Iteration 52Q: 3 clusters Score -6873119 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 41797 members 
Entering Unmasked Estep 
Score: -6873113.000000 Penalty: 3565.632324
	Iteration 53Q: 3 clusters Score -6873113 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 41856 members 
Entering Unmasked Estep 
Score: -6873127.500000 Penalty: 3565.632324
	Iteration 54Q: 3 clusters Score -6873128 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 41918 members 
Entering Unmasked Estep 
Score: -6873138.500000 Penalty: 3565.632324
	Iteration 55Q: 3 clusters Score -6873138 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 41984 members 
Entering Unmasked Estep 
Score: -6873132.500000 Penalty: 3565.632324
	Iteration 56Q: 3 clusters Score -6873132 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 42049 members 
Entering Unmasked Estep 
Score: -6873125.000000 Penalty: 3565.632324
	Iteration 57Q: 3 clusters Score -6873125 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 42106 members 
Entering Unmasked Estep 
Score: -6873151.500000 Penalty: 3565.632324
	Iteration 58Q: 3 clusters Score -6873152 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 42163 members 
Entering Unmasked Estep 
Score: -6873163.000000 Penalty: 3565.632324
	Iteration 59Q: 3 clusters Score -6873163 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 42232 members 
Entering Unmasked Estep 
Score: -6873160.500000 Penalty: 3565.632324
	Iteration 60F: 3 clusters Score -6873160 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 42298 members 
Entering Unmasked Estep 
Score: -6873172.500000 Penalty: 3565.632324
	Iteration 61Q: 3 clusters Score -6873172 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 42368 members 
Entering Unmasked Estep 
Score: -6873178.000000 Penalty: 3565.632324
	Iteration 62Q: 3 clusters Score -6873178 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 42437 members 
Entering Unmasked Estep 
Score: -6873173.500000 Penalty: 3565.632324
	Iteration 63Q: 3 clusters Score -6873174 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 42513 members 
Entering Unmasked Estep 
Score: -6873197.500000 Penalty: 3565.632324
	Iteration 64Q: 3 clusters Score -6873198 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 42598 members 
Entering Unmasked Estep 
Score: -6873184.000000 Penalty: 3565.632324
	Iteration 65Q: 3 clusters Score -6873184 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 42659 members 
Entering Unmasked Estep 
Score: -6873183.000000 Penalty: 3565.632324
	Iteration 66Q: 3 clusters Score -6873183 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 42719 members 
Entering Unmasked Estep 
Score: -6873192.000000 Penalty: 3565.632324
	Iteration 67Q: 3 clusters Score -6873192 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 42791 members 
Entering Unmasked Estep 
Score: -6873191.500000 Penalty: 3565.632324
	Iteration 68Q: 3 clusters Score -6873192 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 42862 members 
Entering Unmasked Estep 
Score: -6873202.500000 Penalty: 3565.632324
	Iteration 69Q: 3 clusters Score -6873202 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 42932 members 
Entering Unmasked Estep 
Score: -6873213.500000 Penalty: 3565.632324
	Iteration 70Q: 3 clusters Score -6873214 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 43000 members 
Entering Unmasked Estep 
Score: -6873230.000000 Penalty: 3565.632324
	Iteration 71Q: 3 clusters Score -6873230 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 43077 members 
Entering Unmasked Estep 
Score: -6873245.500000 Penalty: 3565.632324
	Iteration 72Q: 3 clusters Score -6873246 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 43151 members 
Entering Unmasked Estep 
Score: -6873242.000000 Penalty: 3565.632324
	Iteration 73Q: 3 clusters Score -6873242 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 43233 members 
Entering Unmasked Estep 
Score: -6873233.000000 Penalty: 3565.632324
	Iteration 74Q: 3 clusters Score -6873233 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 43299 members 
Entering Unmasked Estep 
Score: -6873232.500000 Penalty: 3565.632324
	Iteration 75Q: 3 clusters Score -6873232 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 43370 members 
Entering Unmasked Estep 
Score: -6873245.500000 Penalty: 3565.632324
	Iteration 76Q: 3 clusters Score -6873246 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 43439 members 
Entering Unmasked Estep 
Score: -6873242.500000 Penalty: 3565.632324
	Iteration 77Q: 3 clusters Score -6873242 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 43497 members 
Entering Unmasked Estep 
Score: -6873245.000000 Penalty: 3565.632324
	Iteration 78Q: 3 clusters Score -6873245 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 43557 members 
Entering Unmasked Estep 
Score: -6873256.500000 Penalty: 3565.632324
	Iteration 79Q: 3 clusters Score -6873256 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 43621 members 
Entering Unmasked Estep 
Score: -6873267.000000 Penalty: 3565.632324
	Iteration 80F: 3 clusters Score -6873267 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 43678 members 
Entering Unmasked Estep 
Score: -6873287.000000 Penalty: 3565.632324
	Iteration 81Q: 3 clusters Score -6873287 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 43747 members 
Entering Unmasked Estep 
Score: -6873288.500000 Penalty: 3565.632324
	Iteration 82Q: 3 clusters Score -6873288 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 43821 members 
Entering Unmasked Estep 
Score: -6873296.000000 Penalty: 3565.632324
	Iteration 83Q: 3 clusters Score -6873296 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 43883 members 
Entering Unmasked Estep 
Score: -6873303.000000 Penalty: 3565.632324
	Iteration 84Q: 3 clusters Score -6873303 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 43949 members 
Entering Unmasked Estep 
Score: -6873293.000000 Penalty: 3565.632324
	Iteration 85Q: 3 clusters Score -6873293 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 44022 members 
Entering Unmasked Estep 
Score: -6873306.500000 Penalty: 3565.632324
	Iteration 86Q: 3 clusters Score -6873306 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 44090 members 
Entering Unmasked Estep 
Score: -6873327.000000 Penalty: 3565.632324
	Iteration 87Q: 3 clusters Score -6873327 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 44161 members 
Entering Unmasked Estep 
Score: -6873327.500000 Penalty: 3565.632324
	Iteration 88Q: 3 clusters Score -6873328 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 44227 members 
Entering Unmasked Estep 
Score: -6873335.000000 Penalty: 3565.632324
	Iteration 89Q: 3 clusters Score -6873335 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 44295 members 
Entering Unmasked Estep 
Score: -6873331.000000 Penalty: 3565.632324
	Iteration 90Q: 3 clusters Score -6873331 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 44358 members 
Entering Unmasked Estep 
Score: -6873333.000000 Penalty: 3565.632324
	Iteration 91Q: 3 clusters Score -6873333 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 44416 members 
Entering Unmasked Estep 
Score: -6873334.000000 Penalty: 3565.632324
	Iteration 92Q: 3 clusters Score -6873334 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 44459 members 
Entering Unmasked Estep 
Score: -6873329.000000 Penalty: 3565.632324
	Iteration 93Q: 3 clusters Score -6873329 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 44499 members 
Entering Unmasked Estep 
Score: -6873348.500000 Penalty: 3565.632324
	Iteration 94Q: 3 clusters Score -6873348 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 44526 members 
Entering Unmasked Estep 
Score: -6873346.000000 Penalty: 3565.632324
	Iteration 95Q: 3 clusters Score -6873346 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 44560 members 
Entering Unmasked Estep 
Score: -6873343.500000 Penalty: 3565.632324
	Iteration 96Q: 3 clusters Score -6873344 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 44601 members 
Entering Unmasked Estep 
Score: -6873343.000000 Penalty: 3565.632324
	Iteration 97Q: 3 clusters Score -6873343 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 44644 members 
Entering Unmasked Estep 
Score: -6873349.500000 Penalty: 3565.632324
	Iteration 98Q: 3 clusters Score -6873350 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 44686 members 
Entering Unmasked Estep 
Score: -6873344.500000 Penalty: 3565.632324
	Iteration 99Q: 3 clusters Score -6873344 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 44720 members 
Entering Unmasked Estep 
Score: -6873352.500000 Penalty: 3565.632324
	Iteration 100F: 3 clusters Score -6873352 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 44759 members 
Entering Unmasked Estep 
Score: -6873349.500000 Penalty: 3565.632324
	Iteration 101Q: 3 clusters Score -6873350 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 44801 members 
Entering Unmasked Estep 
Score: -6873340.500000 Penalty: 3565.632324
	Iteration 102Q: 3 clusters Score -6873340 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 44839 members 
Entering Unmasked Estep 
Score: -6873346.000000 Penalty: 3565.632324
	Iteration 103Q: 3 clusters Score -6873346 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 44875 members 
Entering Unmasked Estep 
Score: -6873358.000000 Penalty: 3565.632324
	Iteration 104Q: 3 clusters Score -6873358 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 44904 members 
Entering Unmasked Estep 
Score: -6873357.500000 Penalty: 3565.632324
	Iteration 105Q: 3 clusters Score -6873358 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 44934 members 
Entering Unmasked Estep 
Score: -6873363.500000 Penalty: 3565.632324
	Iteration 106Q: 3 clusters Score -6873364 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 44972 members 
Entering Unmasked Estep 
Score: -6873361.500000 Penalty: 3565.632324
	Iteration 107Q: 3 clusters Score -6873362 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 45012 members 
Entering Unmasked Estep 
Score: -6873362.000000 Penalty: 3565.632324
	Iteration 108Q: 3 clusters Score -6873362 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 45047 members 
Entering Unmasked Estep 
Score: -6873375.000000 Penalty: 3565.632324
	Iteration 109Q: 3 clusters Score -6873375 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 45078 members 
Entering Unmasked Estep 
Score: -6873385.000000 Penalty: 3565.632324
	Iteration 110Q: 3 clusters Score -6873385 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 45109 members 
Entering Unmasked Estep 
Score: -6873398.000000 Penalty: 3565.632324
	Iteration 111Q: 3 clusters Score -6873398 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 45134 members 
Entering Unmasked Estep 
Score: -6873400.500000 Penalty: 3565.632324
	Iteration 112Q: 3 clusters Score -6873400 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 45156 members 
Entering Unmasked Estep 
Score: -6873405.500000 Penalty: 3565.632324
	Iteration 113Q: 3 clusters Score -6873406 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 45181 members 
Entering Unmasked Estep 
Score: -6873398.500000 Penalty: 3565.632324
	Iteration 114Q: 3 clusters Score -6873398 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 45211 members 
Entering Unmasked Estep 
Score: -6873399.000000 Penalty: 3565.632324
	Iteration 115Q: 3 clusters Score -6873399 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 45239 members 
Entering Unmasked Estep 
Score: -6873408.000000 Penalty: 3565.632324
	Iteration 116Q: 3 clusters Score -6873408 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 45264 members 
Entering Unmasked Estep 
Score: -6873406.500000 Penalty: 3565.632324
	Iteration 117Q: 3 clusters Score -6873406 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 45292 members 
Entering Unmasked Estep 
Score: -6873421.000000 Penalty: 3565.632324
	Iteration 118Q: 3 clusters Score -6873421 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 45320 members 
Entering Unmasked Estep 
Score: -6873417.500000 Penalty: 3565.632324
	Iteration 119Q: 3 clusters Score -6873418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 45341 members 
Entering Unmasked Estep 
Score: -6873415.000000 Penalty: 3565.632324
	Iteration 120F: 3 clusters Score -6873415 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 45364 members 
Entering Unmasked Estep 
Score: -6873420.500000 Penalty: 3565.632324
	Iteration 121Q: 3 clusters Score -6873420 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 45386 members 
Entering Unmasked Estep 
Score: -6873431.000000 Penalty: 3565.632324
	Iteration 122Q: 3 clusters Score -6873431 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 45407 members 
Entering Unmasked Estep 
Score: -6873426.000000 Penalty: 3565.632324
	Iteration 123Q: 3 clusters Score -6873426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 45428 members 
Entering Unmasked Estep 
Score: -6873434.000000 Penalty: 3565.632324
	Iteration 124Q: 3 clusters Score -6873434 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 45453 members 
Entering Unmasked Estep 
Score: -6873432.000000 Penalty: 3565.632324
	Iteration 125Q: 3 clusters Score -6873432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 45469 members 
Entering Unmasked Estep 
Score: -6873426.000000 Penalty: 3565.632324
	Iteration 126Q: 3 clusters Score -6873426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 45482 members 
Entering Unmasked Estep 
Score: -6873427.500000 Penalty: 3565.632324
	Iteration 127Q: 3 clusters Score -6873428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 45497 members 
Entering Unmasked Estep 
Score: -6873425.500000 Penalty: 3565.632324
	Iteration 128Q: 3 clusters Score -6873426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 45509 members 
Entering Unmasked Estep 
Score: -6873428.500000 Penalty: 3565.632324
	Iteration 129Q: 3 clusters Score -6873428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 45519 members 
Entering Unmasked Estep 
Score: -6873424.500000 Penalty: 3565.632324
	Iteration 130Q: 3 clusters Score -6873424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 45524 members 
Entering Unmasked Estep 
Score: -6873432.000000 Penalty: 3565.632324
	Iteration 131Q: 3 clusters Score -6873432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 45532 members 
Entering Unmasked Estep 
Score: -6873432.500000 Penalty: 3565.632324
	Iteration 132Q: 3 clusters Score -6873432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 45540 members 
Entering Unmasked Estep 
Score: -6873435.500000 Penalty: 3565.632324
	Iteration 133Q: 3 clusters Score -6873436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 45549 members 
Entering Unmasked Estep 
Score: -6873441.000000 Penalty: 3565.632324
	Iteration 134Q: 3 clusters Score -6873441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 45552 members 
Entering Unmasked Estep 
Score: -6873437.500000 Penalty: 3565.632324
	Iteration 135Q: 3 clusters Score -6873438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 45559 members 
Entering Unmasked Estep 
Score: -6873443.000000 Penalty: 3565.632324
	Iteration 136Q: 3 clusters Score -6873443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 45567 members 
Entering Unmasked Estep 
Score: -6873442.000000 Penalty: 3565.632324
	Iteration 137Q: 3 clusters Score -6873442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 45574 members 
Entering Unmasked Estep 
Score: -6873438.000000 Penalty: 3565.632324
	Iteration 138Q: 3 clusters Score -6873438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 45577 members 
Entering Unmasked Estep 
Score: -6873438.500000 Penalty: 3565.632324
	Iteration 139Q: 3 clusters Score -6873438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 45579 members 
Entering Unmasked Estep 
Score: -6873436.500000 Penalty: 3565.632324
	Iteration 140F: 3 clusters Score -6873436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 45585 members 
Entering Unmasked Estep 
Score: -6873434.500000 Penalty: 3565.632324
	Iteration 141Q: 3 clusters Score -6873434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 45590 members 
Entering Unmasked Estep 
Score: -6873437.500000 Penalty: 3565.632324
	Iteration 142Q: 3 clusters Score -6873438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 45596 members 
Entering Unmasked Estep 
Score: -6873435.500000 Penalty: 3565.632324
	Iteration 143Q: 3 clusters Score -6873436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 45603 members 
Entering Unmasked Estep 
Score: -6873432.500000 Penalty: 3565.632324
	Iteration 144Q: 3 clusters Score -6873432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 45609 members 
Entering Unmasked Estep 
Score: -6873437.000000 Penalty: 3565.632324
	Iteration 145Q: 3 clusters Score -6873437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 45619 members 
Entering Unmasked Estep 
Score: -6873445.000000 Penalty: 3565.632324
	Iteration 146Q: 3 clusters Score -6873445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 45627 members 
Entering Unmasked Estep 
Score: -6873448.500000 Penalty: 3565.632324
	Iteration 147Q: 3 clusters Score -6873448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 45632 members 
Entering Unmasked Estep 
Score: -6873447.000000 Penalty: 3565.632324
	Iteration 148Q: 3 clusters Score -6873447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 45638 members 
Entering Unmasked Estep 
Score: -6873447.000000 Penalty: 3565.632324
	Iteration 149Q: 3 clusters Score -6873447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 45644 members 
Entering Unmasked Estep 
Score: -6873451.500000 Penalty: 3565.632324
	Iteration 150Q: 3 clusters Score -6873452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 45647 members 
Entering Unmasked Estep 
Score: -6873447.000000 Penalty: 3565.632324
	Iteration 151Q: 3 clusters Score -6873447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 45648 members 
Entering Unmasked Estep 
Score: -6873446.500000 Penalty: 3565.632324
	Iteration 152Q: 3 clusters Score -6873446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 45648 members 
Entering Unmasked Estep 
Score: -6873446.500000 Penalty: 3565.632324
	Iteration 153F: 3 clusters Score -6873446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Entering Unmasked Estep 
Score: -35397.828125 Penalty: 973.206177
	Iteration 0F: 2 clusters Score -35397.83 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 175 members 
Entering Unmasked Estep 
Score: -34447.933594 Penalty: 1946.412354
	Iteration 0F: 3 clusters Score -34447.93 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -34617.890625 Penalty: 1946.412354
	Iteration 1F: 3 clusters Score -34617.89 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -34734.085938 Penalty: 1946.412354
	Iteration 2F: 3 clusters Score -34734.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -34853.214844 Penalty: 1946.412354
	Iteration 3F: 3 clusters Score -34853.21 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -34937.699219 Penalty: 1946.412354
	Iteration 4F: 3 clusters Score -34937.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -34999.042969 Penalty: 1946.412354
	Iteration 5Q: 3 clusters Score -34999.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -35032.277344 Penalty: 1946.412354
	Iteration 6Q: 3 clusters Score -35032.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -35044.304688 Penalty: 1946.412354
	Iteration 7Q: 3 clusters Score -35044.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -35055.785156 Penalty: 1946.412354
	Iteration 8Q: 3 clusters Score -35055.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -35064.070312 Penalty: 1946.412354
	Iteration 9Q: 3 clusters Score -35064.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -35070.800781 Penalty: 1946.412354
	Iteration 10Q: 3 clusters Score -35070.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -35075.199219 Penalty: 1946.412354
	Iteration 11Q: 3 clusters Score -35075.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -35076.183594 Penalty: 1946.412354
	Iteration 12Q: 3 clusters Score -35076.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -35078.210938 Penalty: 1946.412354
	Iteration 13Q: 3 clusters Score -35078.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -35078.210938 Penalty: 1946.412354
	Iteration 14F: 3 clusters Score -35078.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -22251.429688 Penalty: 948.631165
	Iteration 0F: 2 clusters Score -22251.43 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 170 members 
Entering Unmasked Estep 
Score: -21436.609375 Penalty: 1897.262329
	Iteration 0F: 3 clusters Score -21436.61 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -21638.607422 Penalty: 1897.262329
	Iteration 1F: 3 clusters Score -21638.61 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -21748.976562 Penalty: 1897.262329
	Iteration 2F: 3 clusters Score -21748.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -21823.978516 Penalty: 1897.262329
	Iteration 3F: 3 clusters Score -21823.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -21863.062500 Penalty: 1897.262329
	Iteration 4Q: 3 clusters Score -21863.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -21893.525391 Penalty: 1897.262329
	Iteration 5Q: 3 clusters Score -21893.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -21921.310547 Penalty: 1897.262329
	Iteration 6Q: 3 clusters Score -21921.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -21996.087891 Penalty: 1897.262329
	Iteration 7Q: 3 clusters Score -21996.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -22057.652344 Penalty: 1897.262329
	Iteration 8Q: 3 clusters Score -22057.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -22063.113281 Penalty: 1897.262329
	Iteration 9Q: 3 clusters Score -22063.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -22064.095703 Penalty: 1897.262329
	Iteration 10F: 3 clusters Score -22064.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -22072.248047 Penalty: 1897.262329
	Iteration 11Q: 3 clusters Score -22072.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -22097.794922 Penalty: 1897.262329
	Iteration 12Q: 3 clusters Score -22097.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -22116.490234 Penalty: 1897.262329
	Iteration 13Q: 3 clusters Score -22116.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -22126.763672 Penalty: 1897.262329
	Iteration 14Q: 3 clusters Score -22126.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -22134.599609 Penalty: 1897.262329
	Iteration 15Q: 3 clusters Score -22134.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -22148.492188 Penalty: 1897.262329
	Iteration 16Q: 3 clusters Score -22148.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -22155.484375 Penalty: 1897.262329
	Iteration 17Q: 3 clusters Score -22155.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -22156.894531 Penalty: 1897.262329
	Iteration 18Q: 3 clusters Score -22156.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -22156.894531 Penalty: 1897.262329
	Iteration 19F: 3 clusters Score -22156.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (7711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Entering Unmasked Estep 
Score: -919286.000000 Penalty: 1454.440552
	Iteration 0F: 2 clusters Score -919286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -913577.062500 Penalty: 2908.881104
	Iteration 0F: 3 clusters Score -913577.1 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -915258.125000 Penalty: 2908.881104
	Iteration 1F: 3 clusters Score -915258.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -915441.500000 Penalty: 2908.881104
	Iteration 2F: 3 clusters Score -915441.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -915551.937500 Penalty: 2908.881104
	Iteration 3Q: 3 clusters Score -915551.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -915620.812500 Penalty: 2908.881104
	Iteration 4Q: 3 clusters Score -915620.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -915671.000000 Penalty: 2908.881104
	Iteration 5Q: 3 clusters Score -915671 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -915717.500000 Penalty: 2908.881104
	Iteration 6Q: 3 clusters Score -915717.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -915755.312500 Penalty: 2908.881104
	Iteration 7Q: 3 clusters Score -915755.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -915801.875000 Penalty: 2908.881104
	Iteration 8Q: 3 clusters Score -915801.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -915840.062500 Penalty: 2908.881104
	Iteration 9Q: 3 clusters Score -915840.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -915875.562500 Penalty: 2908.881104
	Iteration 10Q: 3 clusters Score -915875.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -915912.250000 Penalty: 2908.881104
	Iteration 11Q: 3 clusters Score -915912.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -915950.625000 Penalty: 2908.881104
	Iteration 12Q: 3 clusters Score -915950.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -915986.000000 Penalty: 2908.881104
	Iteration 13Q: 3 clusters Score -915986 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -916029.250000 Penalty: 2908.881104
	Iteration 14Q: 3 clusters Score -916029.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -916085.750000 Penalty: 2908.881104
	Iteration 15Q: 3 clusters Score -916085.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -916173.625000 Penalty: 2908.881104
	Iteration 16Q: 3 clusters Score -916173.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -916296.250000 Penalty: 2908.881104
	Iteration 17Q: 3 clusters Score -916296.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -916459.875000 Penalty: 2908.881104
	Iteration 18Q: 3 clusters Score -916459.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -916663.125000 Penalty: 2908.881104
	Iteration 19Q: 3 clusters Score -916663.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -916918.937500 Penalty: 2908.881104
	Iteration 20F: 3 clusters Score -916918.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -917178.812500 Penalty: 2908.881104
	Iteration 21Q: 3 clusters Score -917178.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -917420.625000 Penalty: 2908.881104
	Iteration 22Q: 3 clusters Score -917420.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -917606.500000 Penalty: 2908.881104
	Iteration 23Q: 3 clusters Score -917606.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -917746.062500 Penalty: 2908.881104
	Iteration 24Q: 3 clusters Score -917746.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -917829.937500 Penalty: 2908.881104
	Iteration 25Q: 3 clusters Score -917829.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -917890.125000 Penalty: 2908.881104
	Iteration 26Q: 3 clusters Score -917890.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -917916.500000 Penalty: 2908.881104
	Iteration 27Q: 3 clusters Score -917916.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -917932.375000 Penalty: 2908.881104
	Iteration 28Q: 3 clusters Score -917932.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -917939.250000 Penalty: 2908.881104
	Iteration 29Q: 3 clusters Score -917939.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -917945.437500 Penalty: 2908.881104
	Iteration 30Q: 3 clusters Score -917945.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -917947.625000 Penalty: 2908.881104
	Iteration 31Q: 3 clusters Score -917947.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -917951.812500 Penalty: 2908.881104
	Iteration 32Q: 3 clusters Score -917951.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -917955.875000 Penalty: 2908.881104
	Iteration 33Q: 3 clusters Score -917955.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -917958.375000 Penalty: 2908.881104
	Iteration 34Q: 3 clusters Score -917958.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -917964.562500 Penalty: 2908.881104
	Iteration 35Q: 3 clusters Score -917964.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -917967.625000 Penalty: 2908.881104
	Iteration 36Q: 3 clusters Score -917967.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -917969.687500 Penalty: 2908.881104
	Iteration 37Q: 3 clusters Score -917969.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -917972.000000 Penalty: 2908.881104
	Iteration 38Q: 3 clusters Score -917972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -917972.250000 Penalty: 2908.881104
	Iteration 39Q: 3 clusters Score -917972.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -917972.250000 Penalty: 2908.881104
	Iteration 40F: 3 clusters Score -917972.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (94556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94556 members 
Entering Unmasked Estep 
Score: -11275420.000000 Penalty: 1861.753906
	Iteration 0F: 2 clusters Score -1.127542e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47304 members 
Mstep: Class 2 contains 47252 members 
Entering Unmasked Estep 
Score: -11213543.000000 Penalty: 3723.507812
	Iteration 0F: 3 clusters Score -1.121354e+07 nChanged 45179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47765 members 
Mstep: Class 2 contains 46791 members 
Entering Unmasked Estep 
Score: -11239663.000000 Penalty: 3723.507812
	Iteration 1F: 3 clusters Score -1.123966e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48210 members 
Mstep: Class 2 contains 46346 members 
Entering Unmasked Estep 
Score: -11240221.000000 Penalty: 3723.507812
	Iteration 2Q: 3 clusters Score -1.124022e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48786 members 
Mstep: Class 2 contains 45770 members 
Entering Unmasked Estep 
Score: -11240890.000000 Penalty: 3723.507812
	Iteration 3Q: 3 clusters Score -1.124089e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49611 members 
Mstep: Class 2 contains 44945 members 
Entering Unmasked Estep 
Score: -11241728.000000 Penalty: 3723.507812
	Iteration 4Q: 3 clusters Score -1.124173e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50779 members 
Mstep: Class 2 contains 43777 members 
Entering Unmasked Estep 
Score: -11243199.000000 Penalty: 3723.507812
	Iteration 5Q: 3 clusters Score -1.12432e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52384 members 
Mstep: Class 2 contains 42172 members 
Entering Unmasked Estep 
Score: -11245757.000000 Penalty: 3723.507812
	Iteration 6Q: 3 clusters Score -1.124576e+07 nChanged 5960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54480 members 
Mstep: Class 2 contains 40076 members 
Entering Unmasked Estep 
Score: -11250507.000000 Penalty: 3723.507812
	Iteration 7F: 3 clusters Score -1.125051e+07 nChanged 7224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56678 members 
Mstep: Class 2 contains 37878 members 
Entering Unmasked Estep 
Score: -11258241.000000 Penalty: 3723.507812
	Iteration 8F: 3 clusters Score -1.125824e+07 nChanged 7317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58145 members 
Mstep: Class 2 contains 36411 members 
Entering Unmasked Estep 
Score: -11265631.000000 Penalty: 3723.507812
	Iteration 9F: 3 clusters Score -1.126563e+07 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58954 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -11268932.000000 Penalty: 3723.507812
	Iteration 10F: 3 clusters Score -1.126893e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59401 members 
Mstep: Class 2 contains 35155 members 
Entering Unmasked Estep 
Score: -11270283.000000 Penalty: 3723.507812
	Iteration 11Q: 3 clusters Score -1.127028e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59724 members 
Mstep: Class 2 contains 34832 members 
Entering Unmasked Estep 
Score: -11271110.000000 Penalty: 3723.507812
	Iteration 12Q: 3 clusters Score -1.127111e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59958 members 
Mstep: Class 2 contains 34598 members 
Entering Unmasked Estep 
Score: -11271581.000000 Penalty: 3723.507812
	Iteration 13Q: 3 clusters Score -1.127158e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60098 members 
Mstep: Class 2 contains 34458 members 
Entering Unmasked Estep 
Score: -11271875.000000 Penalty: 3723.507812
	Iteration 14Q: 3 clusters Score -1.127188e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60222 members 
Mstep: Class 2 contains 34334 members 
Entering Unmasked Estep 
Score: -11272114.000000 Penalty: 3723.507812
	Iteration 15Q: 3 clusters Score -1.127211e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60337 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
Score: -11272249.000000 Penalty: 3723.507812
	Iteration 16Q: 3 clusters Score -1.127225e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60447 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
Score: -11272313.000000 Penalty: 3723.507812
	Iteration 17Q: 3 clusters Score -1.127231e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60495 members 
Mstep: Class 2 contains 34061 members 
Entering Unmasked Estep 
Score: -11272442.000000 Penalty: 3723.507812
	Iteration 18Q: 3 clusters Score -1.127244e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60586 members 
Mstep: Class 2 contains 33970 members 
Entering Unmasked Estep 
Score: -11272493.000000 Penalty: 3723.507812
	Iteration 19Q: 3 clusters Score -1.127249e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60656 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
Score: -11272557.000000 Penalty: 3723.507812
	Iteration 20F: 3 clusters Score -1.127256e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60704 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -11272574.000000 Penalty: 3723.507812
	Iteration 21Q: 3 clusters Score -1.127257e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60764 members 
Mstep: Class 2 contains 33792 members 
Entering Unmasked Estep 
Score: -11272556.000000 Penalty: 3723.507812
	Iteration 22Q: 3 clusters Score -1.127256e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60819 members 
Mstep: Class 2 contains 33737 members 
Entering Unmasked Estep 
Score: -11272548.000000 Penalty: 3723.507812
	Iteration 23Q: 3 clusters Score -1.127255e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60877 members 
Mstep: Class 2 contains 33679 members 
Entering Unmasked Estep 
Score: -11272532.000000 Penalty: 3723.507812
	Iteration 24Q: 3 clusters Score -1.127253e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60944 members 
Mstep: Class 2 contains 33612 members 
Entering Unmasked Estep 
Score: -11272533.000000 Penalty: 3723.507812
	Iteration 25Q: 3 clusters Score -1.127253e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61001 members 
Mstep: Class 2 contains 33555 members 
Entering Unmasked Estep 
Score: -11272589.000000 Penalty: 3723.507812
	Iteration 26Q: 3 clusters Score -1.127259e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61061 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -11272633.000000 Penalty: 3723.507812
	Iteration 27Q: 3 clusters Score -1.127263e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61125 members 
Mstep: Class 2 contains 33431 members 
Entering Unmasked Estep 
Score: -11272623.000000 Penalty: 3723.507812
	Iteration 28Q: 3 clusters Score -1.127262e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61182 members 
Mstep: Class 2 contains 33374 members 
Entering Unmasked Estep 
Score: -11272628.000000 Penalty: 3723.507812
	Iteration 29Q: 3 clusters Score -1.127263e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61242 members 
Mstep: Class 2 contains 33314 members 
Entering Unmasked Estep 
Score: -11272638.000000 Penalty: 3723.507812
	Iteration 30Q: 3 clusters Score -1.127264e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61295 members 
Mstep: Class 2 contains 33261 members 
Entering Unmasked Estep 
Score: -11272639.000000 Penalty: 3723.507812
	Iteration 31Q: 3 clusters Score -1.127264e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61357 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -11272631.000000 Penalty: 3723.507812
	Iteration 32Q: 3 clusters Score -1.127263e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61421 members 
Mstep: Class 2 contains 33135 members 
Entering Unmasked Estep 
Score: -11272649.000000 Penalty: 3723.507812
	Iteration 33Q: 3 clusters Score -1.127265e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61474 members 
Mstep: Class 2 contains 33082 members 
Entering Unmasked Estep 
Score: -11272662.000000 Penalty: 3723.507812
	Iteration 34Q: 3 clusters Score -1.127266e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61531 members 
Mstep: Class 2 contains 33025 members 
Entering Unmasked Estep 
Score: -11272687.000000 Penalty: 3723.507812
	Iteration 35Q: 3 clusters Score -1.127269e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61589 members 
Mstep: Class 2 contains 32967 members 
Entering Unmasked Estep 
Score: -11272702.000000 Penalty: 3723.507812
	Iteration 36Q: 3 clusters Score -1.12727e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61649 members 
Mstep: Class 2 contains 32907 members 
Entering Unmasked Estep 
Score: -11272697.000000 Penalty: 3723.507812
	Iteration 37Q: 3 clusters Score -1.12727e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61705 members 
Mstep: Class 2 contains 32851 members 
Entering Unmasked Estep 
Score: -11272722.000000 Penalty: 3723.507812
	Iteration 38Q: 3 clusters Score -1.127272e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61751 members 
Mstep: Class 2 contains 32805 members 
Entering Unmasked Estep 
Score: -11272735.000000 Penalty: 3723.507812
	Iteration 39Q: 3 clusters Score -1.127274e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61796 members 
Mstep: Class 2 contains 32760 members 
Entering Unmasked Estep 
Score: -11272745.000000 Penalty: 3723.507812
	Iteration 40F: 3 clusters Score -1.127274e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61846 members 
Mstep: Class 2 contains 32710 members 
Entering Unmasked Estep 
Score: -11272745.000000 Penalty: 3723.507812
	Iteration 41Q: 3 clusters Score -1.127274e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61907 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -11272758.000000 Penalty: 3723.507812
	Iteration 42Q: 3 clusters Score -1.127276e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61964 members 
Mstep: Class 2 contains 32592 members 
Entering Unmasked Estep 
Score: -11272779.000000 Penalty: 3723.507812
	Iteration 43Q: 3 clusters Score -1.127278e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62003 members 
Mstep: Class 2 contains 32553 members 
Entering Unmasked Estep 
Score: -11272775.000000 Penalty: 3723.507812
	Iteration 44Q: 3 clusters Score -1.127278e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62048 members 
Mstep: Class 2 contains 32508 members 
Entering Unmasked Estep 
Score: -11272768.000000 Penalty: 3723.507812
	Iteration 45Q: 3 clusters Score -1.127277e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62090 members 
Mstep: Class 2 contains 32466 members 
Entering Unmasked Estep 
Score: -11272793.000000 Penalty: 3723.507812
	Iteration 46Q: 3 clusters Score -1.127279e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62140 members 
Mstep: Class 2 contains 32416 members 
Entering Unmasked Estep 
Score: -11272813.000000 Penalty: 3723.507812
	Iteration 47Q: 3 clusters Score -1.127281e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62189 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -11272810.000000 Penalty: 3723.507812
	Iteration 48Q: 3 clusters Score -1.127281e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62248 members 
Mstep: Class 2 contains 32308 members 
Entering Unmasked Estep 
Score: -11272788.000000 Penalty: 3723.507812
	Iteration 49Q: 3 clusters Score -1.127279e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62304 members 
Mstep: Class 2 contains 32252 members 
Entering Unmasked Estep 
Score: -11272797.000000 Penalty: 3723.507812
	Iteration 50Q: 3 clusters Score -1.12728e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62354 members 
Mstep: Class 2 contains 32202 members 
Entering Unmasked Estep 
Score: -11272806.000000 Penalty: 3723.507812
	Iteration 51Q: 3 clusters Score -1.127281e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62399 members 
Mstep: Class 2 contains 32157 members 
Entering Unmasked Estep 
Score: -11272837.000000 Penalty: 3723.507812
	Iteration 52Q: 3 clusters Score -1.127284e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62451 members 
Mstep: Class 2 contains 32105 members 
Entering Unmasked Estep 
Score: -11272850.000000 Penalty: 3723.507812
	Iteration 53Q: 3 clusters Score -1.127285e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62496 members 
Mstep: Class 2 contains 32060 members 
Entering Unmasked Estep 
Score: -11272850.000000 Penalty: 3723.507812
	Iteration 54Q: 3 clusters Score -1.127285e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62545 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -11272855.000000 Penalty: 3723.507812
	Iteration 55Q: 3 clusters Score -1.127286e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62610 members 
Mstep: Class 2 contains 31946 members 
Entering Unmasked Estep 
Score: -11272888.000000 Penalty: 3723.507812
	Iteration 56Q: 3 clusters Score -1.127289e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62683 members 
Mstep: Class 2 contains 31873 members 
Entering Unmasked Estep 
Score: -11272867.000000 Penalty: 3723.507812
	Iteration 57Q: 3 clusters Score -1.127287e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62732 members 
Mstep: Class 2 contains 31824 members 
Entering Unmasked Estep 
Score: -11272869.000000 Penalty: 3723.507812
	Iteration 58Q: 3 clusters Score -1.127287e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62777 members 
Mstep: Class 2 contains 31779 members 
Entering Unmasked Estep 
Score: -11272906.000000 Penalty: 3723.507812
	Iteration 59Q: 3 clusters Score -1.127291e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62813 members 
Mstep: Class 2 contains 31743 members 
Entering Unmasked Estep 
Score: -11272915.000000 Penalty: 3723.507812
	Iteration 60F: 3 clusters Score -1.127292e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62859 members 
Mstep: Class 2 contains 31697 members 
Entering Unmasked Estep 
Score: -11272921.000000 Penalty: 3723.507812
	Iteration 61Q: 3 clusters Score -1.127292e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62905 members 
Mstep: Class 2 contains 31651 members 
Entering Unmasked Estep 
Score: -11272904.000000 Penalty: 3723.507812
	Iteration 62Q: 3 clusters Score -1.12729e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62949 members 
Mstep: Class 2 contains 31607 members 
Entering Unmasked Estep 
Score: -11272906.000000 Penalty: 3723.507812
	Iteration 63Q: 3 clusters Score -1.127291e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62988 members 
Mstep: Class 2 contains 31568 members 
Entering Unmasked Estep 
Score: -11272924.000000 Penalty: 3723.507812
	Iteration 64Q: 3 clusters Score -1.127292e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63030 members 
Mstep: Class 2 contains 31526 members 
Entering Unmasked Estep 
Score: -11272922.000000 Penalty: 3723.507812
	Iteration 65Q: 3 clusters Score -1.127292e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63077 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -11272936.000000 Penalty: 3723.507812
	Iteration 66Q: 3 clusters Score -1.127294e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63115 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -11272949.000000 Penalty: 3723.507812
	Iteration 67Q: 3 clusters Score -1.127295e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63137 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -11272957.000000 Penalty: 3723.507812
	Iteration 68Q: 3 clusters Score -1.127296e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63154 members 
Mstep: Class 2 contains 31402 members 
Entering Unmasked Estep 
Score: -11272956.000000 Penalty: 3723.507812
	Iteration 69Q: 3 clusters Score -1.127296e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63175 members 
Mstep: Class 2 contains 31381 members 
Entering Unmasked Estep 
Score: -11272955.000000 Penalty: 3723.507812
	Iteration 70Q: 3 clusters Score -1.127296e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63198 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -11272957.000000 Penalty: 3723.507812
	Iteration 71Q: 3 clusters Score -1.127296e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63227 members 
Mstep: Class 2 contains 31329 members 
Entering Unmasked Estep 
Score: -11272956.000000 Penalty: 3723.507812
	Iteration 72Q: 3 clusters Score -1.127296e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63244 members 
Mstep: Class 2 contains 31312 members 
Entering Unmasked Estep 
Score: -11272971.000000 Penalty: 3723.507812
	Iteration 73Q: 3 clusters Score -1.127297e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63259 members 
Mstep: Class 2 contains 31297 members 
Entering Unmasked Estep 
Score: -11272965.000000 Penalty: 3723.507812
	Iteration 74Q: 3 clusters Score -1.127296e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63275 members 
Mstep: Class 2 contains 31281 members 
Entering Unmasked Estep 
Score: -11272977.000000 Penalty: 3723.507812
	Iteration 75Q: 3 clusters Score -1.127298e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63292 members 
Mstep: Class 2 contains 31264 members 
Entering Unmasked Estep 
Score: -11272959.000000 Penalty: 3723.507812
	Iteration 76Q: 3 clusters Score -1.127296e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63309 members 
Mstep: Class 2 contains 31247 members 
Entering Unmasked Estep 
Score: -11272960.000000 Penalty: 3723.507812
	Iteration 77Q: 3 clusters Score -1.127296e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63325 members 
Mstep: Class 2 contains 31231 members 
Entering Unmasked Estep 
Score: -11272970.000000 Penalty: 3723.507812
	Iteration 78Q: 3 clusters Score -1.127297e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63339 members 
Mstep: Class 2 contains 31217 members 
Entering Unmasked Estep 
Score: -11272972.000000 Penalty: 3723.507812
	Iteration 79Q: 3 clusters Score -1.127297e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63358 members 
Mstep: Class 2 contains 31198 members 
Entering Unmasked Estep 
Score: -11272963.000000 Penalty: 3723.507812
	Iteration 80F: 3 clusters Score -1.127296e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63379 members 
Mstep: Class 2 contains 31177 members 
Entering Unmasked Estep 
Score: -11272981.000000 Penalty: 3723.507812
	Iteration 81Q: 3 clusters Score -1.127298e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63395 members 
Mstep: Class 2 contains 31161 members 
Entering Unmasked Estep 
Score: -11272973.000000 Penalty: 3723.507812
	Iteration 82Q: 3 clusters Score -1.127297e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63419 members 
Mstep: Class 2 contains 31137 members 
Entering Unmasked Estep 
Score: -11272963.000000 Penalty: 3723.507812
	Iteration 83Q: 3 clusters Score -1.127296e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63446 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -11272979.000000 Penalty: 3723.507812
	Iteration 84Q: 3 clusters Score -1.127298e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63477 members 
Mstep: Class 2 contains 31079 members 
Entering Unmasked Estep 
Score: -11272955.000000 Penalty: 3723.507812
	Iteration 85Q: 3 clusters Score -1.127296e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63518 members 
Mstep: Class 2 contains 31038 members 
Entering Unmasked Estep 
Score: -11272955.000000 Penalty: 3723.507812
	Iteration 86Q: 3 clusters Score -1.127296e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63556 members 
Mstep: Class 2 contains 31000 members 
Entering Unmasked Estep 
Score: -11272965.000000 Penalty: 3723.507812
	Iteration 87Q: 3 clusters Score -1.127296e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63605 members 
Mstep: Class 2 contains 30951 members 
Entering Unmasked Estep 
Score: -11272968.000000 Penalty: 3723.507812
	Iteration 88Q: 3 clusters Score -1.127297e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63662 members 
Mstep: Class 2 contains 30894 members 
Entering Unmasked Estep 
Score: -11272956.000000 Penalty: 3723.507812
	Iteration 89Q: 3 clusters Score -1.127296e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63733 members 
Mstep: Class 2 contains 30823 members 
Entering Unmasked Estep 
Score: -11272953.000000 Penalty: 3723.507812
	Iteration 90Q: 3 clusters Score -1.127295e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63796 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -11272944.000000 Penalty: 3723.507812
	Iteration 91Q: 3 clusters Score -1.127294e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63854 members 
Mstep: Class 2 contains 30702 members 
Entering Unmasked Estep 
Score: -11272948.000000 Penalty: 3723.507812
	Iteration 92Q: 3 clusters Score -1.127295e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63911 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -11272945.000000 Penalty: 3723.507812
	Iteration 93Q: 3 clusters Score -1.127294e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63973 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
Score: -11272953.000000 Penalty: 3723.507812
	Iteration 94Q: 3 clusters Score -1.127295e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64031 members 
Mstep: Class 2 contains 30525 members 
Entering Unmasked Estep 
Score: -11272964.000000 Penalty: 3723.507812
	Iteration 95Q: 3 clusters Score -1.127296e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64088 members 
Mstep: Class 2 contains 30468 members 
Entering Unmasked Estep 
Score: -11272953.000000 Penalty: 3723.507812
	Iteration 96Q: 3 clusters Score -1.127295e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64151 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -11272962.000000 Penalty: 3723.507812
	Iteration 97Q: 3 clusters Score -1.127296e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64193 members 
Mstep: Class 2 contains 30363 members 
Entering Unmasked Estep 
Score: -11272971.000000 Penalty: 3723.507812
	Iteration 98Q: 3 clusters Score -1.127297e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64246 members 
Mstep: Class 2 contains 30310 members 
Entering Unmasked Estep 
Score: -11272967.000000 Penalty: 3723.507812
	Iteration 99Q: 3 clusters Score -1.127297e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64317 members 
Mstep: Class 2 contains 30239 members 
Entering Unmasked Estep 
Score: -11272985.000000 Penalty: 3723.507812
	Iteration 100F: 3 clusters Score -1.127298e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64410 members 
Mstep: Class 2 contains 30146 members 
Entering Unmasked Estep 
Score: -11272984.000000 Penalty: 3723.507812
	Iteration 101Q: 3 clusters Score -1.127298e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64507 members 
Mstep: Class 2 contains 30049 members 
Entering Unmasked Estep 
Score: -11272992.000000 Penalty: 3723.507812
	Iteration 102Q: 3 clusters Score -1.127299e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64602 members 
Mstep: Class 2 contains 29954 members 
Entering Unmasked Estep 
Score: -11273042.000000 Penalty: 3723.507812
	Iteration 103Q: 3 clusters Score -1.127304e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64693 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -11273028.000000 Penalty: 3723.507812
	Iteration 104Q: 3 clusters Score -1.127303e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64752 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -11273040.000000 Penalty: 3723.507812
	Iteration 105Q: 3 clusters Score -1.127304e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64800 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -11273052.000000 Penalty: 3723.507812
	Iteration 106Q: 3 clusters Score -1.127305e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64845 members 
Mstep: Class 2 contains 29711 members 
Entering Unmasked Estep 
Score: -11273083.000000 Penalty: 3723.507812
	Iteration 107Q: 3 clusters Score -1.127308e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64895 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -11273070.000000 Penalty: 3723.507812
	Iteration 108Q: 3 clusters Score -1.127307e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64942 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -11273082.000000 Penalty: 3723.507812
	Iteration 109Q: 3 clusters Score -1.127308e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64996 members 
Mstep: Class 2 contains 29560 members 
Entering Unmasked Estep 
Score: -11273082.000000 Penalty: 3723.507812
	Iteration 110Q: 3 clusters Score -1.127308e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65043 members 
Mstep: Class 2 contains 29513 members 
Entering Unmasked Estep 
Score: -11273093.000000 Penalty: 3723.507812
	Iteration 111Q: 3 clusters Score -1.127309e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65072 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
Score: -11273070.000000 Penalty: 3723.507812
	Iteration 112Q: 3 clusters Score -1.127307e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65105 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
Score: -11273075.000000 Penalty: 3723.507812
	Iteration 113Q: 3 clusters Score -1.127308e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65142 members 
Mstep: Class 2 contains 29414 members 
Entering Unmasked Estep 
Score: -11273082.000000 Penalty: 3723.507812
	Iteration 114Q: 3 clusters Score -1.127308e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65178 members 
Mstep: Class 2 contains 29378 members 
Entering Unmasked Estep 
Score: -11273077.000000 Penalty: 3723.507812
	Iteration 115Q: 3 clusters Score -1.127308e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65213 members 
Mstep: Class 2 contains 29343 members 
Entering Unmasked Estep 
Score: -11273073.000000 Penalty: 3723.507812
	Iteration 116Q: 3 clusters Score -1.127307e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65254 members 
Mstep: Class 2 contains 29302 members 
Entering Unmasked Estep 
Score: -11273090.000000 Penalty: 3723.507812
	Iteration 117Q: 3 clusters Score -1.127309e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65297 members 
Mstep: Class 2 contains 29259 members 
Entering Unmasked Estep 
Score: -11273093.000000 Penalty: 3723.507812
	Iteration 118Q: 3 clusters Score -1.127309e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65337 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -11273128.000000 Penalty: 3723.507812
	Iteration 119Q: 3 clusters Score -1.127313e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65384 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -11273143.000000 Penalty: 3723.507812
	Iteration 120F: 3 clusters Score -1.127314e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65417 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -11273136.000000 Penalty: 3723.507812
	Iteration 121Q: 3 clusters Score -1.127314e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65444 members 
Mstep: Class 2 contains 29112 members 
Entering Unmasked Estep 
Score: -11273133.000000 Penalty: 3723.507812
	Iteration 122Q: 3 clusters Score -1.127313e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65471 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -11273133.000000 Penalty: 3723.507812
	Iteration 123Q: 3 clusters Score -1.127313e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65507 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -11273128.000000 Penalty: 3723.507812
	Iteration 124Q: 3 clusters Score -1.127313e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65540 members 
Mstep: Class 2 contains 29016 members 
Entering Unmasked Estep 
Score: -11273138.000000 Penalty: 3723.507812
	Iteration 125Q: 3 clusters Score -1.127314e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65568 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -11273151.000000 Penalty: 3723.507812
	Iteration 126Q: 3 clusters Score -1.127315e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65595 members 
Mstep: Class 2 contains 28961 members 
Entering Unmasked Estep 
Score: -11273143.000000 Penalty: 3723.507812
	Iteration 127Q: 3 clusters Score -1.127314e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65620 members 
Mstep: Class 2 contains 28936 members 
Entering Unmasked Estep 
Score: -11273154.000000 Penalty: 3723.507812
	Iteration 128Q: 3 clusters Score -1.127315e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65637 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
Score: -11273153.000000 Penalty: 3723.507812
	Iteration 129Q: 3 clusters Score -1.127315e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65657 members 
Mstep: Class 2 contains 28899 members 
Entering Unmasked Estep 
Score: -11273173.000000 Penalty: 3723.507812
	Iteration 130Q: 3 clusters Score -1.127317e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65676 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -11273151.000000 Penalty: 3723.507812
	Iteration 131Q: 3 clusters Score -1.127315e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65706 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -11273156.000000 Penalty: 3723.507812
	Iteration 132Q: 3 clusters Score -1.127316e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65737 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -11273157.000000 Penalty: 3723.507812
	Iteration 133Q: 3 clusters Score -1.127316e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65768 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -11273163.000000 Penalty: 3723.507812
	Iteration 134Q: 3 clusters Score -1.127316e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65806 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -11273170.000000 Penalty: 3723.507812
	Iteration 135Q: 3 clusters Score -1.127317e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65835 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -11273181.000000 Penalty: 3723.507812
	Iteration 136Q: 3 clusters Score -1.127318e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65856 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -11273177.000000 Penalty: 3723.507812
	Iteration 137Q: 3 clusters Score -1.127318e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65881 members 
Mstep: Class 2 contains 28675 members 
Entering Unmasked Estep 
Score: -11273171.000000 Penalty: 3723.507812
	Iteration 138Q: 3 clusters Score -1.127317e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65913 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -11273159.000000 Penalty: 3723.507812
	Iteration 139Q: 3 clusters Score -1.127316e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65940 members 
Mstep: Class 2 contains 28616 members 
Entering Unmasked Estep 
Score: -11273154.000000 Penalty: 3723.507812
	Iteration 140F: 3 clusters Score -1.127315e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65962 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -11273158.000000 Penalty: 3723.507812
	Iteration 141Q: 3 clusters Score -1.127316e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65985 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -11273167.000000 Penalty: 3723.507812
	Iteration 142Q: 3 clusters Score -1.127317e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66011 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -11273170.000000 Penalty: 3723.507812
	Iteration 143Q: 3 clusters Score -1.127317e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66034 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -11273181.000000 Penalty: 3723.507812
	Iteration 144Q: 3 clusters Score -1.127318e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66053 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -11273180.000000 Penalty: 3723.507812
	Iteration 145Q: 3 clusters Score -1.127318e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66071 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -11273172.000000 Penalty: 3723.507812
	Iteration 146Q: 3 clusters Score -1.127317e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66099 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
Score: -11273189.000000 Penalty: 3723.507812
	Iteration 147Q: 3 clusters Score -1.127319e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66113 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -11273189.000000 Penalty: 3723.507812
	Iteration 148Q: 3 clusters Score -1.127319e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66128 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -11273188.000000 Penalty: 3723.507812
	Iteration 149Q: 3 clusters Score -1.127319e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66147 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -11273185.000000 Penalty: 3723.507812
	Iteration 150Q: 3 clusters Score -1.127318e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66166 members 
Mstep: Class 2 contains 28390 members 
Entering Unmasked Estep 
Score: -11273214.000000 Penalty: 3723.507812
	Iteration 151Q: 3 clusters Score -1.127321e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66183 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -11273203.000000 Penalty: 3723.507812
	Iteration 152Q: 3 clusters Score -1.12732e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66197 members 
Mstep: Class 2 contains 28359 members 
Entering Unmasked Estep 
Score: -11273203.000000 Penalty: 3723.507812
	Iteration 153Q: 3 clusters Score -1.12732e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66221 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -11273219.000000 Penalty: 3723.507812
	Iteration 154Q: 3 clusters Score -1.127322e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66257 members 
Mstep: Class 2 contains 28299 members 
Entering Unmasked Estep 
Score: -11273217.000000 Penalty: 3723.507812
	Iteration 155Q: 3 clusters Score -1.127322e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66286 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -11273215.000000 Penalty: 3723.507812
	Iteration 156Q: 3 clusters Score -1.127322e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66342 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -11273226.000000 Penalty: 3723.507812
	Iteration 157Q: 3 clusters Score -1.127323e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66393 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -11273228.000000 Penalty: 3723.507812
	Iteration 158Q: 3 clusters Score -1.127323e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66458 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -11273255.000000 Penalty: 3723.507812
	Iteration 159Q: 3 clusters Score -1.127326e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66527 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -11273260.000000 Penalty: 3723.507812
	Iteration 160F: 3 clusters Score -1.127326e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66607 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -11273282.000000 Penalty: 3723.507812
	Iteration 161Q: 3 clusters Score -1.127328e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66681 members 
Mstep: Class 2 contains 27875 members 
Entering Unmasked Estep 
Score: -11273287.000000 Penalty: 3723.507812
	Iteration 162Q: 3 clusters Score -1.127329e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66770 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -11273296.000000 Penalty: 3723.507812
	Iteration 163Q: 3 clusters Score -1.12733e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66846 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
Score: -11273326.000000 Penalty: 3723.507812
	Iteration 164Q: 3 clusters Score -1.127333e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66921 members 
Mstep: Class 2 contains 27635 members 
Entering Unmasked Estep 
Score: -11273318.000000 Penalty: 3723.507812
	Iteration 165Q: 3 clusters Score -1.127332e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67020 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -11273345.000000 Penalty: 3723.507812
	Iteration 166Q: 3 clusters Score -1.127334e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67134 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -11273330.000000 Penalty: 3723.507812
	Iteration 167Q: 3 clusters Score -1.127333e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67265 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -11273359.000000 Penalty: 3723.507812
	Iteration 168Q: 3 clusters Score -1.127336e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67357 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -11273361.000000 Penalty: 3723.507812
	Iteration 169Q: 3 clusters Score -1.127336e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67432 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -11273378.000000 Penalty: 3723.507812
	Iteration 170Q: 3 clusters Score -1.127338e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67518 members 
Mstep: Class 2 contains 27038 members 
Entering Unmasked Estep 
Score: -11273389.000000 Penalty: 3723.507812
	Iteration 171Q: 3 clusters Score -1.127339e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67602 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -11273406.000000 Penalty: 3723.507812
	Iteration 172Q: 3 clusters Score -1.127341e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67698 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -11273470.000000 Penalty: 3723.507812
	Iteration 173Q: 3 clusters Score -1.127347e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67827 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -11273483.000000 Penalty: 3723.507812
	Iteration 174Q: 3 clusters Score -1.127348e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67966 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -11273503.000000 Penalty: 3723.507812
	Iteration 175Q: 3 clusters Score -1.12735e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68105 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -11273494.000000 Penalty: 3723.507812
	Iteration 176Q: 3 clusters Score -1.127349e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68257 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -11273520.000000 Penalty: 3723.507812
	Iteration 177Q: 3 clusters Score -1.127352e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68377 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -11273543.000000 Penalty: 3723.507812
	Iteration 178Q: 3 clusters Score -1.127354e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68505 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -11273565.000000 Penalty: 3723.507812
	Iteration 179Q: 3 clusters Score -1.127356e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68618 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -11273582.000000 Penalty: 3723.507812
	Iteration 180F: 3 clusters Score -1.127358e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68723 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -11273616.000000 Penalty: 3723.507812
	Iteration 181Q: 3 clusters Score -1.127362e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68822 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -11273647.000000 Penalty: 3723.507812
	Iteration 182Q: 3 clusters Score -1.127365e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68912 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -11273643.000000 Penalty: 3723.507812
	Iteration 183Q: 3 clusters Score -1.127364e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68992 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -11273666.000000 Penalty: 3723.507812
	Iteration 184Q: 3 clusters Score -1.127367e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69043 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -11273663.000000 Penalty: 3723.507812
	Iteration 185Q: 3 clusters Score -1.127366e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69099 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -11273655.000000 Penalty: 3723.507812
	Iteration 186Q: 3 clusters Score -1.127366e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69156 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -11273665.000000 Penalty: 3723.507812
	Iteration 187Q: 3 clusters Score -1.127366e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69208 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -11273670.000000 Penalty: 3723.507812
	Iteration 188Q: 3 clusters Score -1.127367e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69258 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -11273677.000000 Penalty: 3723.507812
	Iteration 189Q: 3 clusters Score -1.127368e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69297 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -11273700.000000 Penalty: 3723.507812
	Iteration 190Q: 3 clusters Score -1.12737e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69338 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -11273704.000000 Penalty: 3723.507812
	Iteration 191Q: 3 clusters Score -1.12737e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69391 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -11273728.000000 Penalty: 3723.507812
	Iteration 192Q: 3 clusters Score -1.127373e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69441 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -11273730.000000 Penalty: 3723.507812
	Iteration 193Q: 3 clusters Score -1.127373e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69491 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -11273722.000000 Penalty: 3723.507812
	Iteration 194Q: 3 clusters Score -1.127372e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69547 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -11273727.000000 Penalty: 3723.507812
	Iteration 195Q: 3 clusters Score -1.127373e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69627 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -11273740.000000 Penalty: 3723.507812
	Iteration 196Q: 3 clusters Score -1.127374e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69703 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -11273750.000000 Penalty: 3723.507812
	Iteration 197Q: 3 clusters Score -1.127375e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69786 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -11273769.000000 Penalty: 3723.507812
	Iteration 198Q: 3 clusters Score -1.127377e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69869 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -11273785.000000 Penalty: 3723.507812
	Iteration 199Q: 3 clusters Score -1.127378e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69956 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -11273821.000000 Penalty: 3723.507812
	Iteration 200F: 3 clusters Score -1.127382e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70021 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -11273824.000000 Penalty: 3723.507812
	Iteration 201Q: 3 clusters Score -1.127382e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70092 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -11273804.000000 Penalty: 3723.507812
	Iteration 202Q: 3 clusters Score -1.12738e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70180 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -11273799.000000 Penalty: 3723.507812
	Iteration 203Q: 3 clusters Score -1.12738e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70260 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -11273806.000000 Penalty: 3723.507812
	Iteration 204Q: 3 clusters Score -1.127381e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70335 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -11273821.000000 Penalty: 3723.507812
	Iteration 205Q: 3 clusters Score -1.127382e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70408 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -11273813.000000 Penalty: 3723.507812
	Iteration 206Q: 3 clusters Score -1.127381e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70470 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -11273821.000000 Penalty: 3723.507812
	Iteration 207Q: 3 clusters Score -1.127382e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70535 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -11273807.000000 Penalty: 3723.507812
	Iteration 208Q: 3 clusters Score -1.127381e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70613 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -11273795.000000 Penalty: 3723.507812
	Iteration 209Q: 3 clusters Score -1.12738e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70685 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -11273827.000000 Penalty: 3723.507812
	Iteration 210Q: 3 clusters Score -1.127383e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70740 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -11273824.000000 Penalty: 3723.507812
	Iteration 211Q: 3 clusters Score -1.127382e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70763 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -11273831.000000 Penalty: 3723.507812
	Iteration 212Q: 3 clusters Score -1.127383e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70788 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -11273828.000000 Penalty: 3723.507812
	Iteration 213Q: 3 clusters Score -1.127383e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70812 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -11273833.000000 Penalty: 3723.507812
	Iteration 214Q: 3 clusters Score -1.127383e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70843 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -11273844.000000 Penalty: 3723.507812
	Iteration 215Q: 3 clusters Score -1.127384e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70883 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -11273857.000000 Penalty: 3723.507812
	Iteration 216Q: 3 clusters Score -1.127386e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70917 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -11273855.000000 Penalty: 3723.507812
	Iteration 217Q: 3 clusters Score -1.127386e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70941 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -11273847.000000 Penalty: 3723.507812
	Iteration 218Q: 3 clusters Score -1.127385e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70972 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -11273846.000000 Penalty: 3723.507812
	Iteration 219Q: 3 clusters Score -1.127385e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71008 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -11273859.000000 Penalty: 3723.507812
	Iteration 220F: 3 clusters Score -1.127386e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71039 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -11273848.000000 Penalty: 3723.507812
	Iteration 221Q: 3 clusters Score -1.127385e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71072 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -11273841.000000 Penalty: 3723.507812
	Iteration 222Q: 3 clusters Score -1.127384e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71106 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -11273850.000000 Penalty: 3723.507812
	Iteration 223Q: 3 clusters Score -1.127385e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71149 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -11273860.000000 Penalty: 3723.507812
	Iteration 224Q: 3 clusters Score -1.127386e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71199 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -11273853.000000 Penalty: 3723.507812
	Iteration 225Q: 3 clusters Score -1.127385e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71238 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -11273872.000000 Penalty: 3723.507812
	Iteration 226Q: 3 clusters Score -1.127387e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71277 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -11273893.000000 Penalty: 3723.507812
	Iteration 227Q: 3 clusters Score -1.127389e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71314 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -11273903.000000 Penalty: 3723.507812
	Iteration 228Q: 3 clusters Score -1.12739e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71357 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -11273905.000000 Penalty: 3723.507812
	Iteration 229Q: 3 clusters Score -1.12739e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71396 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -11273922.000000 Penalty: 3723.507812
	Iteration 230Q: 3 clusters Score -1.127392e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71432 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -11273928.000000 Penalty: 3723.507812
	Iteration 231Q: 3 clusters Score -1.127393e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71461 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -11273928.000000 Penalty: 3723.507812
	Iteration 232Q: 3 clusters Score -1.127393e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71496 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -11273918.000000 Penalty: 3723.507812
	Iteration 233Q: 3 clusters Score -1.127392e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71533 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -11273901.000000 Penalty: 3723.507812
	Iteration 234Q: 3 clusters Score -1.12739e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71564 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -11273903.000000 Penalty: 3723.507812
	Iteration 235Q: 3 clusters Score -1.12739e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71587 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -11273910.000000 Penalty: 3723.507812
	Iteration 236Q: 3 clusters Score -1.127391e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71612 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -11273905.000000 Penalty: 3723.507812
	Iteration 237Q: 3 clusters Score -1.12739e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71635 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -11273894.000000 Penalty: 3723.507812
	Iteration 238Q: 3 clusters Score -1.127389e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71657 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -11273916.000000 Penalty: 3723.507812
	Iteration 239Q: 3 clusters Score -1.127392e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71682 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -11273916.000000 Penalty: 3723.507812
	Iteration 240F: 3 clusters Score -1.127392e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71698 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -11273911.000000 Penalty: 3723.507812
	Iteration 241Q: 3 clusters Score -1.127391e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71722 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -11273935.000000 Penalty: 3723.507812
	Iteration 242Q: 3 clusters Score -1.127394e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71740 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -11273926.000000 Penalty: 3723.507812
	Iteration 243Q: 3 clusters Score -1.127393e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71761 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -11273936.000000 Penalty: 3723.507812
	Iteration 244Q: 3 clusters Score -1.127394e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71773 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -11273933.000000 Penalty: 3723.507812
	Iteration 245Q: 3 clusters Score -1.127393e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71785 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -11273949.000000 Penalty: 3723.507812
	Iteration 246Q: 3 clusters Score -1.127395e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71798 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -11273947.000000 Penalty: 3723.507812
	Iteration 247Q: 3 clusters Score -1.127395e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71817 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -11273930.000000 Penalty: 3723.507812
	Iteration 248Q: 3 clusters Score -1.127393e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71843 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -11273938.000000 Penalty: 3723.507812
	Iteration 249Q: 3 clusters Score -1.127394e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71873 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -11273926.000000 Penalty: 3723.507812
	Iteration 250Q: 3 clusters Score -1.127393e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71910 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -11273939.000000 Penalty: 3723.507812
	Iteration 251Q: 3 clusters Score -1.127394e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71942 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -11273943.000000 Penalty: 3723.507812
	Iteration 252Q: 3 clusters Score -1.127394e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71965 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -11273952.000000 Penalty: 3723.507812
	Iteration 253Q: 3 clusters Score -1.127395e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71980 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -11273954.000000 Penalty: 3723.507812
	Iteration 254Q: 3 clusters Score -1.127395e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71996 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -11273959.000000 Penalty: 3723.507812
	Iteration 255Q: 3 clusters Score -1.127396e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72017 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -11273959.000000 Penalty: 3723.507812
	Iteration 256Q: 3 clusters Score -1.127396e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72036 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -11273959.000000 Penalty: 3723.507812
	Iteration 257Q: 3 clusters Score -1.127396e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72052 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -11273955.000000 Penalty: 3723.507812
	Iteration 258Q: 3 clusters Score -1.127396e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72071 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -11273956.000000 Penalty: 3723.507812
	Iteration 259Q: 3 clusters Score -1.127396e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72092 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -11273953.000000 Penalty: 3723.507812
	Iteration 260F: 3 clusters Score -1.127395e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72116 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -11273964.000000 Penalty: 3723.507812
	Iteration 261Q: 3 clusters Score -1.127396e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72136 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -11273964.000000 Penalty: 3723.507812
	Iteration 262Q: 3 clusters Score -1.127396e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72158 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -11273959.000000 Penalty: 3723.507812
	Iteration 263Q: 3 clusters Score -1.127396e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72174 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -11273952.000000 Penalty: 3723.507812
	Iteration 264Q: 3 clusters Score -1.127395e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72190 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -11273960.000000 Penalty: 3723.507812
	Iteration 265Q: 3 clusters Score -1.127396e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72204 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -11273961.000000 Penalty: 3723.507812
	Iteration 266Q: 3 clusters Score -1.127396e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72213 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -11273972.000000 Penalty: 3723.507812
	Iteration 267Q: 3 clusters Score -1.127397e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72225 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -11273968.000000 Penalty: 3723.507812
	Iteration 268Q: 3 clusters Score -1.127397e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72243 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -11273974.000000 Penalty: 3723.507812
	Iteration 269Q: 3 clusters Score -1.127397e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72259 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -11273969.000000 Penalty: 3723.507812
	Iteration 270Q: 3 clusters Score -1.127397e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72271 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -11273968.000000 Penalty: 3723.507812
	Iteration 271Q: 3 clusters Score -1.127397e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72282 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -11273968.000000 Penalty: 3723.507812
	Iteration 272Q: 3 clusters Score -1.127397e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72290 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -11273977.000000 Penalty: 3723.507812
	Iteration 273Q: 3 clusters Score -1.127398e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72304 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -11273971.000000 Penalty: 3723.507812
	Iteration 274Q: 3 clusters Score -1.127397e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72324 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -11273977.000000 Penalty: 3723.507812
	Iteration 275Q: 3 clusters Score -1.127398e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72344 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -11273985.000000 Penalty: 3723.507812
	Iteration 276Q: 3 clusters Score -1.127398e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72368 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -11273989.000000 Penalty: 3723.507812
	Iteration 277Q: 3 clusters Score -1.127399e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72383 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -11273980.000000 Penalty: 3723.507812
	Iteration 278Q: 3 clusters Score -1.127398e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72401 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -11273989.000000 Penalty: 3723.507812
	Iteration 279Q: 3 clusters Score -1.127399e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72415 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -11273974.000000 Penalty: 3723.507812
	Iteration 280F: 3 clusters Score -1.127397e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72431 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -11273975.000000 Penalty: 3723.507812
	Iteration 281Q: 3 clusters Score -1.127398e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72453 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -11273978.000000 Penalty: 3723.507812
	Iteration 282Q: 3 clusters Score -1.127398e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72477 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -11273973.000000 Penalty: 3723.507812
	Iteration 283Q: 3 clusters Score -1.127397e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72500 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -11273985.000000 Penalty: 3723.507812
	Iteration 284Q: 3 clusters Score -1.127398e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72525 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -11273984.000000 Penalty: 3723.507812
	Iteration 285Q: 3 clusters Score -1.127398e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72548 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -11273984.000000 Penalty: 3723.507812
	Iteration 286Q: 3 clusters Score -1.127398e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72564 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -11273981.000000 Penalty: 3723.507812
	Iteration 287Q: 3 clusters Score -1.127398e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72580 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -11273990.000000 Penalty: 3723.507812
	Iteration 288Q: 3 clusters Score -1.127399e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72589 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -11274007.000000 Penalty: 3723.507812
	Iteration 289Q: 3 clusters Score -1.127401e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72600 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -11274010.000000 Penalty: 3723.507812
	Iteration 290Q: 3 clusters Score -1.127401e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72603 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -11273998.000000 Penalty: 3723.507812
	Iteration 291Q: 3 clusters Score -1.1274e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72605 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -11274007.000000 Penalty: 3723.507812
	Iteration 292Q: 3 clusters Score -1.127401e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72612 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -11274003.000000 Penalty: 3723.507812
	Iteration 293Q: 3 clusters Score -1.1274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72616 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -11274006.000000 Penalty: 3723.507812
	Iteration 294Q: 3 clusters Score -1.127401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72620 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -11274010.000000 Penalty: 3723.507812
	Iteration 295Q: 3 clusters Score -1.127401e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72623 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -11274015.000000 Penalty: 3723.507812
	Iteration 296Q: 3 clusters Score -1.127402e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72626 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -11274008.000000 Penalty: 3723.507812
	Iteration 297Q: 3 clusters Score -1.127401e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72628 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -11274022.000000 Penalty: 3723.507812
	Iteration 298Q: 3 clusters Score -1.127402e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72633 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -11274017.000000 Penalty: 3723.507812
	Iteration 299Q: 3 clusters Score -1.127402e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72641 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -11274024.000000 Penalty: 3723.507812
	Iteration 300F: 3 clusters Score -1.127402e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72646 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -11274020.000000 Penalty: 3723.507812
	Iteration 301Q: 3 clusters Score -1.127402e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72649 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -11274023.000000 Penalty: 3723.507812
	Iteration 302Q: 3 clusters Score -1.127402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72653 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -11274023.000000 Penalty: 3723.507812
	Iteration 303Q: 3 clusters Score -1.127402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72653 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -11274027.000000 Penalty: 3723.507812
	Iteration 304Q: 3 clusters Score -1.127403e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72657 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -11274031.000000 Penalty: 3723.507812
	Iteration 305Q: 3 clusters Score -1.127403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72660 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -11274028.000000 Penalty: 3723.507812
	Iteration 306Q: 3 clusters Score -1.127403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72662 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -11274024.000000 Penalty: 3723.507812
	Iteration 307Q: 3 clusters Score -1.127402e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72662 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -11274024.000000 Penalty: 3723.507812
	Iteration 308F: 3 clusters Score -1.127402e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Entering Unmasked Estep 
Score: -84417.429688 Penalty: 1086.046143
	Iteration 0F: 2 clusters Score -84417.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -83113.625000 Penalty: 2172.092285
	Iteration 0F: 3 clusters Score -83113.62 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -83331.945312 Penalty: 2172.092285
	Iteration 1F: 3 clusters Score -83331.95 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -83396.492188 Penalty: 2172.092285
	Iteration 2F: 3 clusters Score -83396.49 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -83427.007812 Penalty: 2172.092285
	Iteration 3Q: 3 clusters Score -83427.01 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -83449.453125 Penalty: 2172.092285
	Iteration 4Q: 3 clusters Score -83449.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -83462.585938 Penalty: 2172.092285
	Iteration 5Q: 3 clusters Score -83462.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -83477.507812 Penalty: 2172.092285
	Iteration 6Q: 3 clusters Score -83477.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -83489.109375 Penalty: 2172.092285
	Iteration 7Q: 3 clusters Score -83489.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -83513.398438 Penalty: 2172.092285
	Iteration 8Q: 3 clusters Score -83513.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -83534.179688 Penalty: 2172.092285
	Iteration 9Q: 3 clusters Score -83534.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -83551.960938 Penalty: 2172.092285
	Iteration 10Q: 3 clusters Score -83551.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -83562.796875 Penalty: 2172.092285
	Iteration 11Q: 3 clusters Score -83562.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -83569.601562 Penalty: 2172.092285
	Iteration 12Q: 3 clusters Score -83569.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -83582.273438 Penalty: 2172.092285
	Iteration 13Q: 3 clusters Score -83582.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -83592.375000 Penalty: 2172.092285
	Iteration 14Q: 3 clusters Score -83592.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -83597.664062 Penalty: 2172.092285
	Iteration 15Q: 3 clusters Score -83597.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -83602.328125 Penalty: 2172.092285
	Iteration 16Q: 3 clusters Score -83602.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -83611.156250 Penalty: 2172.092285
	Iteration 17Q: 3 clusters Score -83611.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -83622.585938 Penalty: 2172.092285
	Iteration 18Q: 3 clusters Score -83622.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -83626.226562 Penalty: 2172.092285
	Iteration 19Q: 3 clusters Score -83626.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -83629.125000 Penalty: 2172.092285
	Iteration 20F: 3 clusters Score -83629.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -83629.742188 Penalty: 2172.092285
	Iteration 21Q: 3 clusters Score -83629.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -83629.742188 Penalty: 2172.092285
	Iteration 22F: 3 clusters Score -83629.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (101913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101913 members 
Entering Unmasked Estep 
Score: -12011837.000000 Penalty: 1873.929688
	Iteration 0F: 2 clusters Score -1.201184e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50987 members 
Mstep: Class 2 contains 50926 members 
Entering Unmasked Estep 
Score: -11945166.000000 Penalty: 3747.859375
	Iteration 0F: 3 clusters Score -1.194517e+07 nChanged 48725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51190 members 
Mstep: Class 2 contains 50723 members 
Entering Unmasked Estep 
Score: -11973178.000000 Penalty: 3747.859375
	Iteration 1F: 3 clusters Score -1.197318e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51155 members 
Mstep: Class 2 contains 50758 members 
Entering Unmasked Estep 
Score: -11973675.000000 Penalty: 3747.859375
	Iteration 2Q: 3 clusters Score -1.197368e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51200 members 
Mstep: Class 2 contains 50713 members 
Entering Unmasked Estep 
Score: -11974014.000000 Penalty: 3747.859375
	Iteration 3Q: 3 clusters Score -1.197401e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51257 members 
Mstep: Class 2 contains 50656 members 
Entering Unmasked Estep 
Score: -11974377.000000 Penalty: 3747.859375
	Iteration 4Q: 3 clusters Score -1.197438e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51359 members 
Mstep: Class 2 contains 50554 members 
Entering Unmasked Estep 
Score: -11974841.000000 Penalty: 3747.859375
	Iteration 5Q: 3 clusters Score -1.197484e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51512 members 
Mstep: Class 2 contains 50401 members 
Entering Unmasked Estep 
Score: -11975296.000000 Penalty: 3747.859375
	Iteration 6Q: 3 clusters Score -1.19753e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51770 members 
Mstep: Class 2 contains 50143 members 
Entering Unmasked Estep 
Score: -11975874.000000 Penalty: 3747.859375
	Iteration 7Q: 3 clusters Score -1.197587e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52263 members 
Mstep: Class 2 contains 49650 members 
Entering Unmasked Estep 
Score: -11976819.000000 Penalty: 3747.859375
	Iteration 8Q: 3 clusters Score -1.197682e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53057 members 
Mstep: Class 2 contains 48856 members 
Entering Unmasked Estep 
Score: -11978017.000000 Penalty: 3747.859375
	Iteration 9Q: 3 clusters Score -1.197802e+07 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54171 members 
Mstep: Class 2 contains 47742 members 
Entering Unmasked Estep 
Score: -11979943.000000 Penalty: 3747.859375
	Iteration 10Q: 3 clusters Score -1.197994e+07 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55572 members 
Mstep: Class 2 contains 46341 members 
Entering Unmasked Estep 
Score: -11983054.000000 Penalty: 3747.859375
	Iteration 11F: 3 clusters Score -1.198305e+07 nChanged 6228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57020 members 
Mstep: Class 2 contains 44893 members 
Entering Unmasked Estep 
Score: -11987900.000000 Penalty: 3747.859375
	Iteration 12F: 3 clusters Score -1.19879e+07 nChanged 6483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58121 members 
Mstep: Class 2 contains 43792 members 
Entering Unmasked Estep 
Score: -11992517.000000 Penalty: 3747.859375
	Iteration 13F: 3 clusters Score -1.199252e+07 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58822 members 
Mstep: Class 2 contains 43091 members 
Entering Unmasked Estep 
Score: -11995053.000000 Penalty: 3747.859375
	Iteration 14F: 3 clusters Score -1.199505e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59336 members 
Mstep: Class 2 contains 42577 members 
Entering Unmasked Estep 
Score: -11996052.000000 Penalty: 3747.859375
	Iteration 15Q: 3 clusters Score -1.199605e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59935 members 
Mstep: Class 2 contains 41978 members 
Entering Unmasked Estep 
Score: -11996846.000000 Penalty: 3747.859375
	Iteration 16Q: 3 clusters Score -1.199685e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60521 members 
Mstep: Class 2 contains 41392 members 
Entering Unmasked Estep 
Score: -11997757.000000 Penalty: 3747.859375
	Iteration 17Q: 3 clusters Score -1.199776e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61124 members 
Mstep: Class 2 contains 40789 members 
Entering Unmasked Estep 
Score: -11998708.000000 Penalty: 3747.859375
	Iteration 18Q: 3 clusters Score -1.199871e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61719 members 
Mstep: Class 2 contains 40194 members 
Entering Unmasked Estep 
Score: -11999965.000000 Penalty: 3747.859375
	Iteration 19Q: 3 clusters Score -1.199996e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62297 members 
Mstep: Class 2 contains 39616 members 
Entering Unmasked Estep 
Score: -12001581.000000 Penalty: 3747.859375
	Iteration 20F: 3 clusters Score -1.200158e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62978 members 
Mstep: Class 2 contains 38935 members 
Entering Unmasked Estep 
Score: -12003302.000000 Penalty: 3747.859375
	Iteration 21Q: 3 clusters Score -1.20033e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63518 members 
Mstep: Class 2 contains 38395 members 
Entering Unmasked Estep 
Score: -12005188.000000 Penalty: 3747.859375
	Iteration 22Q: 3 clusters Score -1.200519e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64105 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -12006848.000000 Penalty: 3747.859375
	Iteration 23Q: 3 clusters Score -1.200685e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64533 members 
Mstep: Class 2 contains 37380 members 
Entering Unmasked Estep 
Score: -12008056.000000 Penalty: 3747.859375
	Iteration 24Q: 3 clusters Score -1.200806e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65056 members 
Mstep: Class 2 contains 36857 members 
Entering Unmasked Estep 
Score: -12009050.000000 Penalty: 3747.859375
	Iteration 25Q: 3 clusters Score -1.200905e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65580 members 
Mstep: Class 2 contains 36333 members 
Entering Unmasked Estep 
Score: -12009619.000000 Penalty: 3747.859375
	Iteration 26Q: 3 clusters Score -1.200962e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66113 members 
Mstep: Class 2 contains 35800 members 
Entering Unmasked Estep 
Score: -12009918.000000 Penalty: 3747.859375
	Iteration 27Q: 3 clusters Score -1.200992e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66692 members 
Mstep: Class 2 contains 35221 members 
Entering Unmasked Estep 
Score: -12010025.000000 Penalty: 3747.859375
	Iteration 28Q: 3 clusters Score -1.201002e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67237 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -12010116.000000 Penalty: 3747.859375
	Iteration 29Q: 3 clusters Score -1.201012e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67768 members 
Mstep: Class 2 contains 34145 members 
Entering Unmasked Estep 
Score: -12010213.000000 Penalty: 3747.859375
	Iteration 30Q: 3 clusters Score -1.201021e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68298 members 
Mstep: Class 2 contains 33615 members 
Entering Unmasked Estep 
Score: -12010246.000000 Penalty: 3747.859375
	Iteration 31Q: 3 clusters Score -1.201025e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68843 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -12010258.000000 Penalty: 3747.859375
	Iteration 32Q: 3 clusters Score -1.201026e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69329 members 
Mstep: Class 2 contains 32584 members 
Entering Unmasked Estep 
Score: -12010329.000000 Penalty: 3747.859375
	Iteration 33Q: 3 clusters Score -1.201033e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69840 members 
Mstep: Class 2 contains 32073 members 
Entering Unmasked Estep 
Score: -12010431.000000 Penalty: 3747.859375
	Iteration 34Q: 3 clusters Score -1.201043e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70347 members 
Mstep: Class 2 contains 31566 members 
Entering Unmasked Estep 
Score: -12010447.000000 Penalty: 3747.859375
	Iteration 35Q: 3 clusters Score -1.201045e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70799 members 
Mstep: Class 2 contains 31114 members 
Entering Unmasked Estep 
Score: -12010500.000000 Penalty: 3747.859375
	Iteration 36Q: 3 clusters Score -1.20105e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71266 members 
Mstep: Class 2 contains 30647 members 
Entering Unmasked Estep 
Score: -12010478.000000 Penalty: 3747.859375
	Iteration 37Q: 3 clusters Score -1.201048e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71689 members 
Mstep: Class 2 contains 30224 members 
Entering Unmasked Estep 
Score: -12010509.000000 Penalty: 3747.859375
	Iteration 38Q: 3 clusters Score -1.201051e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72087 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -12010585.000000 Penalty: 3747.859375
	Iteration 39Q: 3 clusters Score -1.201058e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72490 members 
Mstep: Class 2 contains 29423 members 
Entering Unmasked Estep 
Score: -12010578.000000 Penalty: 3747.859375
	Iteration 40F: 3 clusters Score -1.201058e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72866 members 
Mstep: Class 2 contains 29047 members 
Entering Unmasked Estep 
Score: -12010578.000000 Penalty: 3747.859375
	Iteration 41Q: 3 clusters Score -1.201058e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73209 members 
Mstep: Class 2 contains 28704 members 
Entering Unmasked Estep 
Score: -12010565.000000 Penalty: 3747.859375
	Iteration 42Q: 3 clusters Score -1.201056e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73535 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -12010560.000000 Penalty: 3747.859375
	Iteration 43Q: 3 clusters Score -1.201056e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73833 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -12010546.000000 Penalty: 3747.859375
	Iteration 44Q: 3 clusters Score -1.201055e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74136 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -12010573.000000 Penalty: 3747.859375
	Iteration 45Q: 3 clusters Score -1.201057e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74417 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -12010604.000000 Penalty: 3747.859375
	Iteration 46Q: 3 clusters Score -1.20106e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74698 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -12010624.000000 Penalty: 3747.859375
	Iteration 47Q: 3 clusters Score -1.201062e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74998 members 
Mstep: Class 2 contains 26915 members 
Entering Unmasked Estep 
Score: -12010664.000000 Penalty: 3747.859375
	Iteration 48Q: 3 clusters Score -1.201066e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75312 members 
Mstep: Class 2 contains 26601 members 
Entering Unmasked Estep 
Score: -12010663.000000 Penalty: 3747.859375
	Iteration 49Q: 3 clusters Score -1.201066e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75607 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -12010693.000000 Penalty: 3747.859375
	Iteration 50Q: 3 clusters Score -1.201069e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75940 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -12010712.000000 Penalty: 3747.859375
	Iteration 51Q: 3 clusters Score -1.201071e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76259 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -12010740.000000 Penalty: 3747.859375
	Iteration 52Q: 3 clusters Score -1.201074e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76586 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -12010692.000000 Penalty: 3747.859375
	Iteration 53Q: 3 clusters Score -1.201069e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76880 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -12010711.000000 Penalty: 3747.859375
	Iteration 54Q: 3 clusters Score -1.201071e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77118 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -12010700.000000 Penalty: 3747.859375
	Iteration 55Q: 3 clusters Score -1.20107e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77336 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -12010672.000000 Penalty: 3747.859375
	Iteration 56Q: 3 clusters Score -1.201067e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77592 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -12010697.000000 Penalty: 3747.859375
	Iteration 57Q: 3 clusters Score -1.20107e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77808 members 
Mstep: Class 2 contains 24105 members 
Entering Unmasked Estep 
Score: -12010728.000000 Penalty: 3747.859375
	Iteration 58Q: 3 clusters Score -1.201073e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78002 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -12010724.000000 Penalty: 3747.859375
	Iteration 59Q: 3 clusters Score -1.201072e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78188 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -12010723.000000 Penalty: 3747.859375
	Iteration 60F: 3 clusters Score -1.201072e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78359 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -12010742.000000 Penalty: 3747.859375
	Iteration 61Q: 3 clusters Score -1.201074e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78545 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -12010748.000000 Penalty: 3747.859375
	Iteration 62Q: 3 clusters Score -1.201075e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78746 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -12010744.000000 Penalty: 3747.859375
	Iteration 63Q: 3 clusters Score -1.201074e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78930 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -12010750.000000 Penalty: 3747.859375
	Iteration 64Q: 3 clusters Score -1.201075e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79098 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -12010746.000000 Penalty: 3747.859375
	Iteration 65Q: 3 clusters Score -1.201075e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79279 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -12010735.000000 Penalty: 3747.859375
	Iteration 66Q: 3 clusters Score -1.201074e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79513 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -12010742.000000 Penalty: 3747.859375
	Iteration 67Q: 3 clusters Score -1.201074e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79720 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -12010707.000000 Penalty: 3747.859375
	Iteration 68Q: 3 clusters Score -1.201071e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79915 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -12010705.000000 Penalty: 3747.859375
	Iteration 69Q: 3 clusters Score -1.20107e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80145 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -12010718.000000 Penalty: 3747.859375
	Iteration 70Q: 3 clusters Score -1.201072e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80262 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -12010709.000000 Penalty: 3747.859375
	Iteration 71Q: 3 clusters Score -1.201071e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80382 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -12010717.000000 Penalty: 3747.859375
	Iteration 72Q: 3 clusters Score -1.201072e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80512 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -12010717.000000 Penalty: 3747.859375
	Iteration 73Q: 3 clusters Score -1.201072e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80636 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -12010759.000000 Penalty: 3747.859375
	Iteration 74Q: 3 clusters Score -1.201076e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80764 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -12010761.000000 Penalty: 3747.859375
	Iteration 75Q: 3 clusters Score -1.201076e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80878 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -12010779.000000 Penalty: 3747.859375
	Iteration 76Q: 3 clusters Score -1.201078e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81024 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -12010774.000000 Penalty: 3747.859375
	Iteration 77Q: 3 clusters Score -1.201077e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81170 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -12010707.000000 Penalty: 3747.859375
	Iteration 78Q: 3 clusters Score -1.201071e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81337 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -12010734.000000 Penalty: 3747.859375
	Iteration 79Q: 3 clusters Score -1.201073e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81516 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -12010731.000000 Penalty: 3747.859375
	Iteration 80F: 3 clusters Score -1.201073e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81678 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -12010722.000000 Penalty: 3747.859375
	Iteration 81Q: 3 clusters Score -1.201072e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81843 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -12010745.000000 Penalty: 3747.859375
	Iteration 82Q: 3 clusters Score -1.201074e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82021 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -12010735.000000 Penalty: 3747.859375
	Iteration 83Q: 3 clusters Score -1.201074e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82197 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -12010695.000000 Penalty: 3747.859375
	Iteration 84Q: 3 clusters Score -1.20107e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82332 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -12010679.000000 Penalty: 3747.859375
	Iteration 85Q: 3 clusters Score -1.201068e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82440 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -12010667.000000 Penalty: 3747.859375
	Iteration 86Q: 3 clusters Score -1.201067e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82546 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -12010676.000000 Penalty: 3747.859375
	Iteration 87Q: 3 clusters Score -1.201068e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82640 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -12010684.000000 Penalty: 3747.859375
	Iteration 88Q: 3 clusters Score -1.201068e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82696 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -12010693.000000 Penalty: 3747.859375
	Iteration 89Q: 3 clusters Score -1.201069e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82744 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -12010706.000000 Penalty: 3747.859375
	Iteration 90Q: 3 clusters Score -1.201071e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82779 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -12010712.000000 Penalty: 3747.859375
	Iteration 91Q: 3 clusters Score -1.201071e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82801 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -12010710.000000 Penalty: 3747.859375
	Iteration 92Q: 3 clusters Score -1.201071e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82815 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -12010711.000000 Penalty: 3747.859375
	Iteration 93Q: 3 clusters Score -1.201071e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82832 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -12010711.000000 Penalty: 3747.859375
	Iteration 94Q: 3 clusters Score -1.201071e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82845 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -12010713.000000 Penalty: 3747.859375
	Iteration 95Q: 3 clusters Score -1.201071e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82851 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -12010711.000000 Penalty: 3747.859375
	Iteration 96Q: 3 clusters Score -1.201071e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82855 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -12010713.000000 Penalty: 3747.859375
	Iteration 97Q: 3 clusters Score -1.201071e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82859 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -12010711.000000 Penalty: 3747.859375
	Iteration 98Q: 3 clusters Score -1.201071e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82861 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -12010704.000000 Penalty: 3747.859375
	Iteration 99Q: 3 clusters Score -1.20107e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82866 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -12010696.000000 Penalty: 3747.859375
	Iteration 100F: 3 clusters Score -1.20107e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82873 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -12010692.000000 Penalty: 3747.859375
	Iteration 101Q: 3 clusters Score -1.201069e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82878 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -12010695.000000 Penalty: 3747.859375
	Iteration 102Q: 3 clusters Score -1.20107e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82885 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -12010699.000000 Penalty: 3747.859375
	Iteration 103Q: 3 clusters Score -1.20107e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82889 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -12010699.000000 Penalty: 3747.859375
	Iteration 104Q: 3 clusters Score -1.20107e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82893 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -12010710.000000 Penalty: 3747.859375
	Iteration 105Q: 3 clusters Score -1.201071e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82898 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -12010712.000000 Penalty: 3747.859375
	Iteration 106Q: 3 clusters Score -1.201071e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82900 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -12010704.000000 Penalty: 3747.859375
	Iteration 107Q: 3 clusters Score -1.20107e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82900 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -12010704.000000 Penalty: 3747.859375
	Iteration 108F: 3 clusters Score -1.20107e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (50673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50673 members 
Entering Unmasked Estep 
Score: -6010867.000000 Penalty: 1760.386719
	Iteration 0F: 2 clusters Score -6010867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -5977304.500000 Penalty: 3520.773438
	Iteration 0F: 3 clusters Score -5977304 nChanged 23894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -5990659.000000 Penalty: 3520.773438
	Iteration 1F: 3 clusters Score -5990659 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -5991102.500000 Penalty: 3520.773438
	Iteration 2Q: 3 clusters Score -5991102 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -5991550.500000 Penalty: 3520.773438
	Iteration 3Q: 3 clusters Score -5991550 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -5992206.500000 Penalty: 3520.773438
	Iteration 4Q: 3 clusters Score -5992206 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -5993176.000000 Penalty: 3520.773438
	Iteration 5Q: 3 clusters Score -5993176 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34670 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -5994973.000000 Penalty: 3520.773438
	Iteration 6F: 3 clusters Score -5994973 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38659 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -5998028.500000 Penalty: 3520.773438
	Iteration 7F: 3 clusters Score -5998028 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43164 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -6002106.500000 Penalty: 3520.773438
	Iteration 8F: 3 clusters Score -6002106 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47047 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -6005856.500000 Penalty: 3520.773438
	Iteration 9F: 3 clusters Score -6005856 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49297 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -6007972.000000 Penalty: 3520.773438
	Iteration 10Q: 3 clusters Score -6007972 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50141 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -6008760.500000 Penalty: 3520.773438
	Iteration 11Q: 3 clusters Score -6008760 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50407 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -6009074.500000 Penalty: 3520.773438
	Iteration 12Q: 3 clusters Score -6009074 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50481 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -6009153.000000 Penalty: 3520.773438
	Iteration 13Q: 3 clusters Score -6009153 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50506 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -6009198.000000 Penalty: 3520.773438
	Iteration 14Q: 3 clusters Score -6009198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50519 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -6009226.000000 Penalty: 3520.773438
	Iteration 15Q: 3 clusters Score -6009226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50524 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -6009240.500000 Penalty: 3520.773438
	Iteration 16Q: 3 clusters Score -6009240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50531 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -6009249.500000 Penalty: 3520.773438
	Iteration 17Q: 3 clusters Score -6009250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50534 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -6009270.500000 Penalty: 3520.773438
	Iteration 18Q: 3 clusters Score -6009270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50541 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -6009285.000000 Penalty: 3520.773438
	Iteration 19Q: 3 clusters Score -6009285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50544 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -6009293.500000 Penalty: 3520.773438
	Iteration 20F: 3 clusters Score -6009294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50548 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -6009296.000000 Penalty: 3520.773438
	Iteration 21Q: 3 clusters Score -6009296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50548 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -6009297.500000 Penalty: 3520.773438
	Iteration 22Q: 3 clusters Score -6009298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50549 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -6009303.000000 Penalty: 3520.773438
	Iteration 23Q: 3 clusters Score -6009303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50549 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -6009303.000000 Penalty: 3520.773438
	Iteration 24F: 3 clusters Score -6009303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -24003.251953 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -24003.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -23234.417969 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -23234.42 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -23468.906250 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -23468.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -23598.253906 Penalty: 1858.033936
	Iteration 2F: 3 clusters Score -23598.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -23620.212891 Penalty: 1858.033936
	Iteration 3Q: 3 clusters Score -23620.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -23630.341797 Penalty: 1858.033936
	Iteration 4Q: 3 clusters Score -23630.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -23632.921875 Penalty: 1858.033936
	Iteration 5Q: 3 clusters Score -23632.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -23632.921875 Penalty: 1858.033936
	Iteration 6F: 3 clusters Score -23632.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (102459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102459 members 
Entering Unmasked Estep 
Score: -12178220.000000 Penalty: 1874.797974
	Iteration 0F: 2 clusters Score -1.217822e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51281 members 
Mstep: Class 2 contains 51178 members 
Entering Unmasked Estep 
Score: -12111886.000000 Penalty: 3749.595947
	Iteration 0F: 3 clusters Score -1.211189e+07 nChanged 48875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50862 members 
Mstep: Class 2 contains 51597 members 
Entering Unmasked Estep 
Score: -12140596.000000 Penalty: 3749.595947
	Iteration 1F: 3 clusters Score -1.21406e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50818 members 
Mstep: Class 2 contains 51641 members 
Entering Unmasked Estep 
Score: -12141250.000000 Penalty: 3749.595947
	Iteration 2Q: 3 clusters Score -1.214125e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50666 members 
Mstep: Class 2 contains 51793 members 
Entering Unmasked Estep 
Score: -12141954.000000 Penalty: 3749.595947
	Iteration 3Q: 3 clusters Score -1.214195e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50497 members 
Mstep: Class 2 contains 51962 members 
Entering Unmasked Estep 
Score: -12142731.000000 Penalty: 3749.595947
	Iteration 4Q: 3 clusters Score -1.214273e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50366 members 
Mstep: Class 2 contains 52093 members 
Entering Unmasked Estep 
Score: -12143881.000000 Penalty: 3749.595947
	Iteration 5Q: 3 clusters Score -1.214388e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50338 members 
Mstep: Class 2 contains 52121 members 
Entering Unmasked Estep 
Score: -12145489.000000 Penalty: 3749.595947
	Iteration 6Q: 3 clusters Score -1.214549e+07 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50427 members 
Mstep: Class 2 contains 52032 members 
Entering Unmasked Estep 
Score: -12147677.000000 Penalty: 3749.595947
	Iteration 7Q: 3 clusters Score -1.214768e+07 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50691 members 
Mstep: Class 2 contains 51768 members 
Entering Unmasked Estep 
Score: -12151592.000000 Penalty: 3749.595947
	Iteration 8F: 3 clusters Score -1.215159e+07 nChanged 6560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51205 members 
Mstep: Class 2 contains 51254 members 
Entering Unmasked Estep 
Score: -12157101.000000 Penalty: 3749.595947
	Iteration 9F: 3 clusters Score -1.21571e+07 nChanged 6811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51844 members 
Mstep: Class 2 contains 50615 members 
Entering Unmasked Estep 
Score: -12162540.000000 Penalty: 3749.595947
	Iteration 10F: 3 clusters Score -1.216254e+07 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52225 members 
Mstep: Class 2 contains 50234 members 
Entering Unmasked Estep 
Score: -12165776.000000 Penalty: 3749.595947
	Iteration 11F: 3 clusters Score -1.216578e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52372 members 
Mstep: Class 2 contains 50087 members 
Entering Unmasked Estep 
Score: -12167591.000000 Penalty: 3749.595947
	Iteration 12Q: 3 clusters Score -1.216759e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52468 members 
Mstep: Class 2 contains 49991 members 
Entering Unmasked Estep 
Score: -12169175.000000 Penalty: 3749.595947
	Iteration 13Q: 3 clusters Score -1.216918e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52396 members 
Mstep: Class 2 contains 50063 members 
Entering Unmasked Estep 
Score: -12170868.000000 Penalty: 3749.595947
	Iteration 14Q: 3 clusters Score -1.217087e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52160 members 
Mstep: Class 2 contains 50299 members 
Entering Unmasked Estep 
Score: -12172386.000000 Penalty: 3749.595947
	Iteration 15Q: 3 clusters Score -1.217239e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51756 members 
Mstep: Class 2 contains 50703 members 
Entering Unmasked Estep 
Score: -12173694.000000 Penalty: 3749.595947
	Iteration 16Q: 3 clusters Score -1.217369e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51322 members 
Mstep: Class 2 contains 51137 members 
Entering Unmasked Estep 
Score: -12174751.000000 Penalty: 3749.595947
	Iteration 17Q: 3 clusters Score -1.217475e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50843 members 
Mstep: Class 2 contains 51616 members 
Entering Unmasked Estep 
Score: -12175274.000000 Penalty: 3749.595947
	Iteration 18Q: 3 clusters Score -1.217527e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50394 members 
Mstep: Class 2 contains 52065 members 
Entering Unmasked Estep 
Score: -12175682.000000 Penalty: 3749.595947
	Iteration 19Q: 3 clusters Score -1.217568e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50005 members 
Mstep: Class 2 contains 52454 members 
Entering Unmasked Estep 
Score: -12175905.000000 Penalty: 3749.595947
	Iteration 20F: 3 clusters Score -1.21759e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49641 members 
Mstep: Class 2 contains 52818 members 
Entering Unmasked Estep 
Score: -12176041.000000 Penalty: 3749.595947
	Iteration 21Q: 3 clusters Score -1.217604e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49320 members 
Mstep: Class 2 contains 53139 members 
Entering Unmasked Estep 
Score: -12176095.000000 Penalty: 3749.595947
	Iteration 22Q: 3 clusters Score -1.21761e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48998 members 
Mstep: Class 2 contains 53461 members 
Entering Unmasked Estep 
Score: -12176204.000000 Penalty: 3749.595947
	Iteration 23Q: 3 clusters Score -1.21762e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48703 members 
Mstep: Class 2 contains 53756 members 
Entering Unmasked Estep 
Score: -12176190.000000 Penalty: 3749.595947
	Iteration 24Q: 3 clusters Score -1.217619e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48395 members 
Mstep: Class 2 contains 54064 members 
Entering Unmasked Estep 
Score: -12176192.000000 Penalty: 3749.595947
	Iteration 25Q: 3 clusters Score -1.217619e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48109 members 
Mstep: Class 2 contains 54350 members 
Entering Unmasked Estep 
Score: -12176236.000000 Penalty: 3749.595947
	Iteration 26Q: 3 clusters Score -1.217624e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47891 members 
Mstep: Class 2 contains 54568 members 
Entering Unmasked Estep 
Score: -12176229.000000 Penalty: 3749.595947
	Iteration 27Q: 3 clusters Score -1.217623e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47642 members 
Mstep: Class 2 contains 54817 members 
Entering Unmasked Estep 
Score: -12176268.000000 Penalty: 3749.595947
	Iteration 28Q: 3 clusters Score -1.217627e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47347 members 
Mstep: Class 2 contains 55112 members 
Entering Unmasked Estep 
Score: -12176251.000000 Penalty: 3749.595947
	Iteration 29Q: 3 clusters Score -1.217625e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47058 members 
Mstep: Class 2 contains 55401 members 
Entering Unmasked Estep 
Score: -12176241.000000 Penalty: 3749.595947
	Iteration 30Q: 3 clusters Score -1.217624e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46751 members 
Mstep: Class 2 contains 55708 members 
Entering Unmasked Estep 
Score: -12176251.000000 Penalty: 3749.595947
	Iteration 31Q: 3 clusters Score -1.217625e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46444 members 
Mstep: Class 2 contains 56015 members 
Entering Unmasked Estep 
Score: -12176266.000000 Penalty: 3749.595947
	Iteration 32Q: 3 clusters Score -1.217627e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46192 members 
Mstep: Class 2 contains 56267 members 
Entering Unmasked Estep 
Score: -12176288.000000 Penalty: 3749.595947
	Iteration 33Q: 3 clusters Score -1.217629e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45946 members 
Mstep: Class 2 contains 56513 members 
Entering Unmasked Estep 
Score: -12176280.000000 Penalty: 3749.595947
	Iteration 34Q: 3 clusters Score -1.217628e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45675 members 
Mstep: Class 2 contains 56784 members 
Entering Unmasked Estep 
Score: -12176242.000000 Penalty: 3749.595947
	Iteration 35Q: 3 clusters Score -1.217624e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45286 members 
Mstep: Class 2 contains 57173 members 
Entering Unmasked Estep 
Score: -12176272.000000 Penalty: 3749.595947
	Iteration 36Q: 3 clusters Score -1.217627e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44855 members 
Mstep: Class 2 contains 57604 members 
Entering Unmasked Estep 
Score: -12176298.000000 Penalty: 3749.595947
	Iteration 37Q: 3 clusters Score -1.21763e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44450 members 
Mstep: Class 2 contains 58009 members 
Entering Unmasked Estep 
Score: -12176318.000000 Penalty: 3749.595947
	Iteration 38Q: 3 clusters Score -1.217632e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44054 members 
Mstep: Class 2 contains 58405 members 
Entering Unmasked Estep 
Score: -12176345.000000 Penalty: 3749.595947
	Iteration 39Q: 3 clusters Score -1.217634e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43686 members 
Mstep: Class 2 contains 58773 members 
Entering Unmasked Estep 
Score: -12176334.000000 Penalty: 3749.595947
	Iteration 40F: 3 clusters Score -1.217633e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43356 members 
Mstep: Class 2 contains 59103 members 
Entering Unmasked Estep 
Score: -12176366.000000 Penalty: 3749.595947
	Iteration 41Q: 3 clusters Score -1.217637e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43022 members 
Mstep: Class 2 contains 59437 members 
Entering Unmasked Estep 
Score: -12176390.000000 Penalty: 3749.595947
	Iteration 42Q: 3 clusters Score -1.217639e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42750 members 
Mstep: Class 2 contains 59709 members 
Entering Unmasked Estep 
Score: -12176399.000000 Penalty: 3749.595947
	Iteration 43Q: 3 clusters Score -1.21764e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42481 members 
Mstep: Class 2 contains 59978 members 
Entering Unmasked Estep 
Score: -12176358.000000 Penalty: 3749.595947
	Iteration 44Q: 3 clusters Score -1.217636e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42202 members 
Mstep: Class 2 contains 60257 members 
Entering Unmasked Estep 
Score: -12176347.000000 Penalty: 3749.595947
	Iteration 45Q: 3 clusters Score -1.217635e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41926 members 
Mstep: Class 2 contains 60533 members 
Entering Unmasked Estep 
Score: -12176378.000000 Penalty: 3749.595947
	Iteration 46Q: 3 clusters Score -1.217638e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 60842 members 
Entering Unmasked Estep 
Score: -12176417.000000 Penalty: 3749.595947
	Iteration 47Q: 3 clusters Score -1.217642e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41309 members 
Mstep: Class 2 contains 61150 members 
Entering Unmasked Estep 
Score: -12176399.000000 Penalty: 3749.595947
	Iteration 48Q: 3 clusters Score -1.21764e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40983 members 
Mstep: Class 2 contains 61476 members 
Entering Unmasked Estep 
Score: -12176351.000000 Penalty: 3749.595947
	Iteration 49Q: 3 clusters Score -1.217635e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40608 members 
Mstep: Class 2 contains 61851 members 
Entering Unmasked Estep 
Score: -12176325.000000 Penalty: 3749.595947
	Iteration 50Q: 3 clusters Score -1.217632e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40246 members 
Mstep: Class 2 contains 62213 members 
Entering Unmasked Estep 
Score: -12176331.000000 Penalty: 3749.595947
	Iteration 51Q: 3 clusters Score -1.217633e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39891 members 
Mstep: Class 2 contains 62568 members 
Entering Unmasked Estep 
Score: -12176347.000000 Penalty: 3749.595947
	Iteration 52Q: 3 clusters Score -1.217635e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39474 members 
Mstep: Class 2 contains 62985 members 
Entering Unmasked Estep 
Score: -12176369.000000 Penalty: 3749.595947
	Iteration 53Q: 3 clusters Score -1.217637e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39048 members 
Mstep: Class 2 contains 63411 members 
Entering Unmasked Estep 
Score: -12176365.000000 Penalty: 3749.595947
	Iteration 54Q: 3 clusters Score -1.217636e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38613 members 
Mstep: Class 2 contains 63846 members 
Entering Unmasked Estep 
Score: -12176343.000000 Penalty: 3749.595947
	Iteration 55Q: 3 clusters Score -1.217634e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 64283 members 
Entering Unmasked Estep 
Score: -12176374.000000 Penalty: 3749.595947
	Iteration 56Q: 3 clusters Score -1.217637e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 64709 members 
Entering Unmasked Estep 
Score: -12176387.000000 Penalty: 3749.595947
	Iteration 57Q: 3 clusters Score -1.217639e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37344 members 
Mstep: Class 2 contains 65115 members 
Entering Unmasked Estep 
Score: -12176406.000000 Penalty: 3749.595947
	Iteration 58Q: 3 clusters Score -1.217641e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36957 members 
Mstep: Class 2 contains 65502 members 
Entering Unmasked Estep 
Score: -12176393.000000 Penalty: 3749.595947
	Iteration 59Q: 3 clusters Score -1.217639e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36490 members 
Mstep: Class 2 contains 65969 members 
Entering Unmasked Estep 
Score: -12176398.000000 Penalty: 3749.595947
	Iteration 60F: 3 clusters Score -1.21764e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36042 members 
Mstep: Class 2 contains 66417 members 
Entering Unmasked Estep 
Score: -12176384.000000 Penalty: 3749.595947
	Iteration 61Q: 3 clusters Score -1.217638e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35649 members 
Mstep: Class 2 contains 66810 members 
Entering Unmasked Estep 
Score: -12176410.000000 Penalty: 3749.595947
	Iteration 62Q: 3 clusters Score -1.217641e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35185 members 
Mstep: Class 2 contains 67274 members 
Entering Unmasked Estep 
Score: -12176393.000000 Penalty: 3749.595947
	Iteration 63Q: 3 clusters Score -1.217639e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34719 members 
Mstep: Class 2 contains 67740 members 
Entering Unmasked Estep 
Score: -12176381.000000 Penalty: 3749.595947
	Iteration 64Q: 3 clusters Score -1.217638e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34280 members 
Mstep: Class 2 contains 68179 members 
Entering Unmasked Estep 
Score: -12176433.000000 Penalty: 3749.595947
	Iteration 65Q: 3 clusters Score -1.217643e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 68624 members 
Entering Unmasked Estep 
Score: -12176446.000000 Penalty: 3749.595947
	Iteration 66Q: 3 clusters Score -1.217645e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33438 members 
Mstep: Class 2 contains 69021 members 
Entering Unmasked Estep 
Score: -12176426.000000 Penalty: 3749.595947
	Iteration 67Q: 3 clusters Score -1.217643e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 69375 members 
Entering Unmasked Estep 
Score: -12176401.000000 Penalty: 3749.595947
	Iteration 68Q: 3 clusters Score -1.21764e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 69645 members 
Entering Unmasked Estep 
Score: -12176394.000000 Penalty: 3749.595947
	Iteration 69Q: 3 clusters Score -1.217639e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32480 members 
Mstep: Class 2 contains 69979 members 
Entering Unmasked Estep 
Score: -12176413.000000 Penalty: 3749.595947
	Iteration 70Q: 3 clusters Score -1.217641e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32179 members 
Mstep: Class 2 contains 70280 members 
Entering Unmasked Estep 
Score: -12176420.000000 Penalty: 3749.595947
	Iteration 71Q: 3 clusters Score -1.217642e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 70533 members 
Entering Unmasked Estep 
Score: -12176438.000000 Penalty: 3749.595947
	Iteration 72Q: 3 clusters Score -1.217644e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31696 members 
Mstep: Class 2 contains 70763 members 
Entering Unmasked Estep 
Score: -12176490.000000 Penalty: 3749.595947
	Iteration 73Q: 3 clusters Score -1.217649e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 71047 members 
Entering Unmasked Estep 
Score: -12176510.000000 Penalty: 3749.595947
	Iteration 74Q: 3 clusters Score -1.217651e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31125 members 
Mstep: Class 2 contains 71334 members 
Entering Unmasked Estep 
Score: -12176496.000000 Penalty: 3749.595947
	Iteration 75Q: 3 clusters Score -1.21765e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30889 members 
Mstep: Class 2 contains 71570 members 
Entering Unmasked Estep 
Score: -12176518.000000 Penalty: 3749.595947
	Iteration 76Q: 3 clusters Score -1.217652e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30615 members 
Mstep: Class 2 contains 71844 members 
Entering Unmasked Estep 
Score: -12176517.000000 Penalty: 3749.595947
	Iteration 77Q: 3 clusters Score -1.217652e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Mstep: Class 2 contains 72075 members 
Entering Unmasked Estep 
Score: -12176494.000000 Penalty: 3749.595947
	Iteration 78Q: 3 clusters Score -1.217649e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 72383 members 
Entering Unmasked Estep 
Score: -12176493.000000 Penalty: 3749.595947
	Iteration 79Q: 3 clusters Score -1.217649e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29821 members 
Mstep: Class 2 contains 72638 members 
Entering Unmasked Estep 
Score: -12176501.000000 Penalty: 3749.595947
	Iteration 80F: 3 clusters Score -1.21765e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29557 members 
Mstep: Class 2 contains 72902 members 
Entering Unmasked Estep 
Score: -12176482.000000 Penalty: 3749.595947
	Iteration 81Q: 3 clusters Score -1.217648e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 73145 members 
Entering Unmasked Estep 
Score: -12176479.000000 Penalty: 3749.595947
	Iteration 82Q: 3 clusters Score -1.217648e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 73357 members 
Entering Unmasked Estep 
Score: -12176511.000000 Penalty: 3749.595947
	Iteration 83Q: 3 clusters Score -1.217651e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28912 members 
Mstep: Class 2 contains 73547 members 
Entering Unmasked Estep 
Score: -12176529.000000 Penalty: 3749.595947
	Iteration 84Q: 3 clusters Score -1.217653e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 73768 members 
Entering Unmasked Estep 
Score: -12176531.000000 Penalty: 3749.595947
	Iteration 85Q: 3 clusters Score -1.217653e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28436 members 
Mstep: Class 2 contains 74023 members 
Entering Unmasked Estep 
Score: -12176535.000000 Penalty: 3749.595947
	Iteration 86Q: 3 clusters Score -1.217654e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 74205 members 
Entering Unmasked Estep 
Score: -12176542.000000 Penalty: 3749.595947
	Iteration 87Q: 3 clusters Score -1.217654e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 74403 members 
Entering Unmasked Estep 
Score: -12176538.000000 Penalty: 3749.595947
	Iteration 88Q: 3 clusters Score -1.217654e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 74555 members 
Entering Unmasked Estep 
Score: -12176547.000000 Penalty: 3749.595947
	Iteration 89Q: 3 clusters Score -1.217655e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 74738 members 
Entering Unmasked Estep 
Score: -12176536.000000 Penalty: 3749.595947
	Iteration 90Q: 3 clusters Score -1.217654e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27550 members 
Mstep: Class 2 contains 74909 members 
Entering Unmasked Estep 
Score: -12176538.000000 Penalty: 3749.595947
	Iteration 91Q: 3 clusters Score -1.217654e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 75116 members 
Entering Unmasked Estep 
Score: -12176543.000000 Penalty: 3749.595947
	Iteration 92Q: 3 clusters Score -1.217654e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 75325 members 
Entering Unmasked Estep 
Score: -12176538.000000 Penalty: 3749.595947
	Iteration 93Q: 3 clusters Score -1.217654e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 75563 members 
Entering Unmasked Estep 
Score: -12176529.000000 Penalty: 3749.595947
	Iteration 94Q: 3 clusters Score -1.217653e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 75766 members 
Entering Unmasked Estep 
Score: -12176551.000000 Penalty: 3749.595947
	Iteration 95Q: 3 clusters Score -1.217655e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26499 members 
Mstep: Class 2 contains 75960 members 
Entering Unmasked Estep 
Score: -12176553.000000 Penalty: 3749.595947
	Iteration 96Q: 3 clusters Score -1.217655e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 76187 members 
Entering Unmasked Estep 
Score: -12176528.000000 Penalty: 3749.595947
	Iteration 97Q: 3 clusters Score -1.217653e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 76423 members 
Entering Unmasked Estep 
Score: -12176514.000000 Penalty: 3749.595947
	Iteration 98Q: 3 clusters Score -1.217651e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 76626 members 
Entering Unmasked Estep 
Score: -12176537.000000 Penalty: 3749.595947
	Iteration 99Q: 3 clusters Score -1.217654e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 76877 members 
Entering Unmasked Estep 
Score: -12176553.000000 Penalty: 3749.595947
	Iteration 100F: 3 clusters Score -1.217655e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 77100 members 
Entering Unmasked Estep 
Score: -12176514.000000 Penalty: 3749.595947
	Iteration 101Q: 3 clusters Score -1.217651e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 77330 members 
Entering Unmasked Estep 
Score: -12176509.000000 Penalty: 3749.595947
	Iteration 102Q: 3 clusters Score -1.217651e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 77480 members 
Entering Unmasked Estep 
Score: -12176491.000000 Penalty: 3749.595947
	Iteration 103Q: 3 clusters Score -1.217649e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 77657 members 
Entering Unmasked Estep 
Score: -12176447.000000 Penalty: 3749.595947
	Iteration 104Q: 3 clusters Score -1.217645e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 77855 members 
Entering Unmasked Estep 
Score: -12176456.000000 Penalty: 3749.595947
	Iteration 105Q: 3 clusters Score -1.217646e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 78014 members 
Entering Unmasked Estep 
Score: -12176459.000000 Penalty: 3749.595947
	Iteration 106Q: 3 clusters Score -1.217646e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 78215 members 
Entering Unmasked Estep 
Score: -12176443.000000 Penalty: 3749.595947
	Iteration 107Q: 3 clusters Score -1.217644e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 78373 members 
Entering Unmasked Estep 
Score: -12176422.000000 Penalty: 3749.595947
	Iteration 108Q: 3 clusters Score -1.217642e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 78557 members 
Entering Unmasked Estep 
Score: -12176458.000000 Penalty: 3749.595947
	Iteration 109Q: 3 clusters Score -1.217646e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 78732 members 
Entering Unmasked Estep 
Score: -12176433.000000 Penalty: 3749.595947
	Iteration 110Q: 3 clusters Score -1.217643e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 78863 members 
Entering Unmasked Estep 
Score: -12176416.000000 Penalty: 3749.595947
	Iteration 111Q: 3 clusters Score -1.217642e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 78980 members 
Entering Unmasked Estep 
Score: -12176418.000000 Penalty: 3749.595947
	Iteration 112Q: 3 clusters Score -1.217642e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23381 members 
Mstep: Class 2 contains 79078 members 
Entering Unmasked Estep 
Score: -12176423.000000 Penalty: 3749.595947
	Iteration 113Q: 3 clusters Score -1.217642e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 79207 members 
Entering Unmasked Estep 
Score: -12176421.000000 Penalty: 3749.595947
	Iteration 114Q: 3 clusters Score -1.217642e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 79359 members 
Entering Unmasked Estep 
Score: -12176400.000000 Penalty: 3749.595947
	Iteration 115Q: 3 clusters Score -1.21764e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 79494 members 
Entering Unmasked Estep 
Score: -12176426.000000 Penalty: 3749.595947
	Iteration 116Q: 3 clusters Score -1.217643e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 79600 members 
Entering Unmasked Estep 
Score: -12176453.000000 Penalty: 3749.595947
	Iteration 117Q: 3 clusters Score -1.217645e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 79650 members 
Entering Unmasked Estep 
Score: -12176435.000000 Penalty: 3749.595947
	Iteration 118Q: 3 clusters Score -1.217644e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 79695 members 
Entering Unmasked Estep 
Score: -12176430.000000 Penalty: 3749.595947
	Iteration 119Q: 3 clusters Score -1.217643e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 79753 members 
Entering Unmasked Estep 
Score: -12176444.000000 Penalty: 3749.595947
	Iteration 120F: 3 clusters Score -1.217644e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 79832 members 
Entering Unmasked Estep 
Score: -12176435.000000 Penalty: 3749.595947
	Iteration 121Q: 3 clusters Score -1.217644e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 79901 members 
Entering Unmasked Estep 
Score: -12176441.000000 Penalty: 3749.595947
	Iteration 122Q: 3 clusters Score -1.217644e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 79947 members 
Entering Unmasked Estep 
Score: -12176413.000000 Penalty: 3749.595947
	Iteration 123Q: 3 clusters Score -1.217641e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 80014 members 
Entering Unmasked Estep 
Score: -12176375.000000 Penalty: 3749.595947
	Iteration 124Q: 3 clusters Score -1.217638e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 80083 members 
Entering Unmasked Estep 
Score: -12176381.000000 Penalty: 3749.595947
	Iteration 125Q: 3 clusters Score -1.217638e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 80165 members 
Entering Unmasked Estep 
Score: -12176399.000000 Penalty: 3749.595947
	Iteration 126Q: 3 clusters Score -1.21764e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 80258 members 
Entering Unmasked Estep 
Score: -12176405.000000 Penalty: 3749.595947
	Iteration 127Q: 3 clusters Score -1.21764e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 80337 members 
Entering Unmasked Estep 
Score: -12176441.000000 Penalty: 3749.595947
	Iteration 128Q: 3 clusters Score -1.217644e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 80473 members 
Entering Unmasked Estep 
Score: -12176422.000000 Penalty: 3749.595947
	Iteration 129Q: 3 clusters Score -1.217642e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 80616 members 
Entering Unmasked Estep 
Score: -12176427.000000 Penalty: 3749.595947
	Iteration 130Q: 3 clusters Score -1.217643e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 80686 members 
Entering Unmasked Estep 
Score: -12176411.000000 Penalty: 3749.595947
	Iteration 131Q: 3 clusters Score -1.217641e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 80773 members 
Entering Unmasked Estep 
Score: -12176377.000000 Penalty: 3749.595947
	Iteration 132Q: 3 clusters Score -1.217638e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 80897 members 
Entering Unmasked Estep 
Score: -12176370.000000 Penalty: 3749.595947
	Iteration 133Q: 3 clusters Score -1.217637e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 81015 members 
Entering Unmasked Estep 
Score: -12176350.000000 Penalty: 3749.595947
	Iteration 134Q: 3 clusters Score -1.217635e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 81124 members 
Entering Unmasked Estep 
Score: -12176350.000000 Penalty: 3749.595947
	Iteration 135Q: 3 clusters Score -1.217635e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 81229 members 
Entering Unmasked Estep 
Score: -12176338.000000 Penalty: 3749.595947
	Iteration 136Q: 3 clusters Score -1.217634e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 81312 members 
Entering Unmasked Estep 
Score: -12176333.000000 Penalty: 3749.595947
	Iteration 137Q: 3 clusters Score -1.217633e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 81395 members 
Entering Unmasked Estep 
Score: -12176309.000000 Penalty: 3749.595947
	Iteration 138Q: 3 clusters Score -1.217631e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 81519 members 
Entering Unmasked Estep 
Score: -12176314.000000 Penalty: 3749.595947
	Iteration 139Q: 3 clusters Score -1.217631e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 81630 members 
Entering Unmasked Estep 
Score: -12176314.000000 Penalty: 3749.595947
	Iteration 140F: 3 clusters Score -1.217631e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 81768 members 
Entering Unmasked Estep 
Score: -12176295.000000 Penalty: 3749.595947
	Iteration 141Q: 3 clusters Score -1.21763e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 81861 members 
Entering Unmasked Estep 
Score: -12176294.000000 Penalty: 3749.595947
	Iteration 142Q: 3 clusters Score -1.217629e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 81948 members 
Entering Unmasked Estep 
Score: -12176294.000000 Penalty: 3749.595947
	Iteration 143Q: 3 clusters Score -1.217629e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 82070 members 
Entering Unmasked Estep 
Score: -12176318.000000 Penalty: 3749.595947
	Iteration 144Q: 3 clusters Score -1.217632e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 82193 members 
Entering Unmasked Estep 
Score: -12176299.000000 Penalty: 3749.595947
	Iteration 145Q: 3 clusters Score -1.21763e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 82302 members 
Entering Unmasked Estep 
Score: -12176297.000000 Penalty: 3749.595947
	Iteration 146Q: 3 clusters Score -1.21763e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 82371 members 
Entering Unmasked Estep 
Score: -12176270.000000 Penalty: 3749.595947
	Iteration 147Q: 3 clusters Score -1.217627e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 82453 members 
Entering Unmasked Estep 
Score: -12176280.000000 Penalty: 3749.595947
	Iteration 148Q: 3 clusters Score -1.217628e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 82532 members 
Entering Unmasked Estep 
Score: -12176308.000000 Penalty: 3749.595947
	Iteration 149Q: 3 clusters Score -1.217631e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 82653 members 
Entering Unmasked Estep 
Score: -12176270.000000 Penalty: 3749.595947
	Iteration 150Q: 3 clusters Score -1.217627e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 82765 members 
Entering Unmasked Estep 
Score: -12176253.000000 Penalty: 3749.595947
	Iteration 151Q: 3 clusters Score -1.217625e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 82847 members 
Entering Unmasked Estep 
Score: -12176284.000000 Penalty: 3749.595947
	Iteration 152Q: 3 clusters Score -1.217628e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 82924 members 
Entering Unmasked Estep 
Score: -12176275.000000 Penalty: 3749.595947
	Iteration 153Q: 3 clusters Score -1.217628e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 83001 members 
Entering Unmasked Estep 
Score: -12176281.000000 Penalty: 3749.595947
	Iteration 154Q: 3 clusters Score -1.217628e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 83065 members 
Entering Unmasked Estep 
Score: -12176295.000000 Penalty: 3749.595947
	Iteration 155Q: 3 clusters Score -1.21763e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 83150 members 
Entering Unmasked Estep 
Score: -12176272.000000 Penalty: 3749.595947
	Iteration 156Q: 3 clusters Score -1.217627e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 83192 members 
Entering Unmasked Estep 
Score: -12176269.000000 Penalty: 3749.595947
	Iteration 157Q: 3 clusters Score -1.217627e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 83241 members 
Entering Unmasked Estep 
Score: -12176260.000000 Penalty: 3749.595947
	Iteration 158Q: 3 clusters Score -1.217626e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 83280 members 
Entering Unmasked Estep 
Score: -12176265.000000 Penalty: 3749.595947
	Iteration 159Q: 3 clusters Score -1.217626e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 83324 members 
Entering Unmasked Estep 
Score: -12176270.000000 Penalty: 3749.595947
	Iteration 160F: 3 clusters Score -1.217627e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 83349 members 
Entering Unmasked Estep 
Score: -12176273.000000 Penalty: 3749.595947
	Iteration 161Q: 3 clusters Score -1.217627e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 83397 members 
Entering Unmasked Estep 
Score: -12176269.000000 Penalty: 3749.595947
	Iteration 162Q: 3 clusters Score -1.217627e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 83433 members 
Entering Unmasked Estep 
Score: -12176267.000000 Penalty: 3749.595947
	Iteration 163Q: 3 clusters Score -1.217627e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 83483 members 
Entering Unmasked Estep 
Score: -12176267.000000 Penalty: 3749.595947
	Iteration 164Q: 3 clusters Score -1.217627e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 83520 members 
Entering Unmasked Estep 
Score: -12176269.000000 Penalty: 3749.595947
	Iteration 165Q: 3 clusters Score -1.217627e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 83564 members 
Entering Unmasked Estep 
Score: -12176298.000000 Penalty: 3749.595947
	Iteration 166Q: 3 clusters Score -1.21763e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 83606 members 
Entering Unmasked Estep 
Score: -12176289.000000 Penalty: 3749.595947
	Iteration 167Q: 3 clusters Score -1.217629e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 83643 members 
Entering Unmasked Estep 
Score: -12176287.000000 Penalty: 3749.595947
	Iteration 168Q: 3 clusters Score -1.217629e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 83701 members 
Entering Unmasked Estep 
Score: -12176274.000000 Penalty: 3749.595947
	Iteration 169Q: 3 clusters Score -1.217627e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 83763 members 
Entering Unmasked Estep 
Score: -12176258.000000 Penalty: 3749.595947
	Iteration 170Q: 3 clusters Score -1.217626e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 83821 members 
Entering Unmasked Estep 
Score: -12176270.000000 Penalty: 3749.595947
	Iteration 171Q: 3 clusters Score -1.217627e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 83880 members 
Entering Unmasked Estep 
Score: -12176265.000000 Penalty: 3749.595947
	Iteration 172Q: 3 clusters Score -1.217626e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 83929 members 
Entering Unmasked Estep 
Score: -12176261.000000 Penalty: 3749.595947
	Iteration 173Q: 3 clusters Score -1.217626e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 83980 members 
Entering Unmasked Estep 
Score: -12176256.000000 Penalty: 3749.595947
	Iteration 174Q: 3 clusters Score -1.217626e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 84018 members 
Entering Unmasked Estep 
Score: -12176246.000000 Penalty: 3749.595947
	Iteration 175Q: 3 clusters Score -1.217625e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 84053 members 
Entering Unmasked Estep 
Score: -12176243.000000 Penalty: 3749.595947
	Iteration 176Q: 3 clusters Score -1.217624e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 84097 members 
Entering Unmasked Estep 
Score: -12176248.000000 Penalty: 3749.595947
	Iteration 177Q: 3 clusters Score -1.217625e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 84138 members 
Entering Unmasked Estep 
Score: -12176254.000000 Penalty: 3749.595947
	Iteration 178Q: 3 clusters Score -1.217625e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 84171 members 
Entering Unmasked Estep 
Score: -12176258.000000 Penalty: 3749.595947
	Iteration 179Q: 3 clusters Score -1.217626e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 84205 members 
Entering Unmasked Estep 
Score: -12176234.000000 Penalty: 3749.595947
	Iteration 180F: 3 clusters Score -1.217623e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 84220 members 
Entering Unmasked Estep 
Score: -12176249.000000 Penalty: 3749.595947
	Iteration 181Q: 3 clusters Score -1.217625e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 84244 members 
Entering Unmasked Estep 
Score: -12176259.000000 Penalty: 3749.595947
	Iteration 182Q: 3 clusters Score -1.217626e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 84265 members 
Entering Unmasked Estep 
Score: -12176248.000000 Penalty: 3749.595947
	Iteration 183Q: 3 clusters Score -1.217625e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 84276 members 
Entering Unmasked Estep 
Score: -12176256.000000 Penalty: 3749.595947
	Iteration 184Q: 3 clusters Score -1.217626e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 84302 members 
Entering Unmasked Estep 
Score: -12176256.000000 Penalty: 3749.595947
	Iteration 185Q: 3 clusters Score -1.217626e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 84315 members 
Entering Unmasked Estep 
Score: -12176257.000000 Penalty: 3749.595947
	Iteration 186Q: 3 clusters Score -1.217626e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 84327 members 
Entering Unmasked Estep 
Score: -12176250.000000 Penalty: 3749.595947
	Iteration 187Q: 3 clusters Score -1.217625e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 84333 members 
Entering Unmasked Estep 
Score: -12176263.000000 Penalty: 3749.595947
	Iteration 188Q: 3 clusters Score -1.217626e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 84344 members 
Entering Unmasked Estep 
Score: -12176252.000000 Penalty: 3749.595947
	Iteration 189Q: 3 clusters Score -1.217625e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 84346 members 
Entering Unmasked Estep 
Score: -12176253.000000 Penalty: 3749.595947
	Iteration 190Q: 3 clusters Score -1.217625e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 84349 members 
Entering Unmasked Estep 
Score: -12176261.000000 Penalty: 3749.595947
	Iteration 191Q: 3 clusters Score -1.217626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 84352 members 
Entering Unmasked Estep 
Score: -12176263.000000 Penalty: 3749.595947
	Iteration 192Q: 3 clusters Score -1.217626e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 84356 members 
Entering Unmasked Estep 
Score: -12176257.000000 Penalty: 3749.595947
	Iteration 193Q: 3 clusters Score -1.217626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 84358 members 
Entering Unmasked Estep 
Score: -12176249.000000 Penalty: 3749.595947
	Iteration 194Q: 3 clusters Score -1.217625e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 84361 members 
Entering Unmasked Estep 
Score: -12176245.000000 Penalty: 3749.595947
	Iteration 195Q: 3 clusters Score -1.217624e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 84370 members 
Entering Unmasked Estep 
Score: -12176247.000000 Penalty: 3749.595947
	Iteration 196Q: 3 clusters Score -1.217625e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 84376 members 
Entering Unmasked Estep 
Score: -12176250.000000 Penalty: 3749.595947
	Iteration 197Q: 3 clusters Score -1.217625e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 84384 members 
Entering Unmasked Estep 
Score: -12176262.000000 Penalty: 3749.595947
	Iteration 198Q: 3 clusters Score -1.217626e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 84398 members 
Entering Unmasked Estep 
Score: -12176243.000000 Penalty: 3749.595947
	Iteration 199Q: 3 clusters Score -1.217624e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 84412 members 
Entering Unmasked Estep 
Score: -12176266.000000 Penalty: 3749.595947
	Iteration 200F: 3 clusters Score -1.217627e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 84427 members 
Entering Unmasked Estep 
Score: -12176261.000000 Penalty: 3749.595947
	Iteration 201Q: 3 clusters Score -1.217626e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 84434 members 
Entering Unmasked Estep 
Score: -12176249.000000 Penalty: 3749.595947
	Iteration 202Q: 3 clusters Score -1.217625e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 84446 members 
Entering Unmasked Estep 
Score: -12176256.000000 Penalty: 3749.595947
	Iteration 203Q: 3 clusters Score -1.217626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 84447 members 
Entering Unmasked Estep 
Score: -12176265.000000 Penalty: 3749.595947
	Iteration 204Q: 3 clusters Score -1.217626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 84447 members 
Entering Unmasked Estep 
Score: -12176265.000000 Penalty: 3749.595947
	Iteration 205Q: 3 clusters Score -1.217626e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 84452 members 
Entering Unmasked Estep 
Score: -12176260.000000 Penalty: 3749.595947
	Iteration 206Q: 3 clusters Score -1.217626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 84453 members 
Entering Unmasked Estep 
Score: -12176272.000000 Penalty: 3749.595947
	Iteration 207Q: 3 clusters Score -1.217627e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 84455 members 
Entering Unmasked Estep 
Score: -12176254.000000 Penalty: 3749.595947
	Iteration 208Q: 3 clusters Score -1.217625e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 84462 members 
Entering Unmasked Estep 
Score: -12176244.000000 Penalty: 3749.595947
	Iteration 209Q: 3 clusters Score -1.217624e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 84473 members 
Entering Unmasked Estep 
Score: -12176252.000000 Penalty: 3749.595947
	Iteration 210Q: 3 clusters Score -1.217625e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 84483 members 
Entering Unmasked Estep 
Score: -12176264.000000 Penalty: 3749.595947
	Iteration 211Q: 3 clusters Score -1.217626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 84487 members 
Entering Unmasked Estep 
Score: -12176263.000000 Penalty: 3749.595947
	Iteration 212Q: 3 clusters Score -1.217626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 84490 members 
Entering Unmasked Estep 
Score: -12176271.000000 Penalty: 3749.595947
	Iteration 213Q: 3 clusters Score -1.217627e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 84493 members 
Entering Unmasked Estep 
Score: -12176269.000000 Penalty: 3749.595947
	Iteration 214Q: 3 clusters Score -1.217627e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 84499 members 
Entering Unmasked Estep 
Score: -12176270.000000 Penalty: 3749.595947
	Iteration 215Q: 3 clusters Score -1.217627e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 84499 members 
Entering Unmasked Estep 
Score: -12176270.000000 Penalty: 3749.595947
	Iteration 216F: 3 clusters Score -1.217627e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (43963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43963 members 
Entering Unmasked Estep 
Score: -5237572.000000 Penalty: 1737.304443
	Iteration 0F: 2 clusters Score -5237572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -5208104.000000 Penalty: 3474.608887
	Iteration 0F: 3 clusters Score -5208104 nChanged 20612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -5219486.000000 Penalty: 3474.608887
	Iteration 1F: 3 clusters Score -5219486 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -5219907.500000 Penalty: 3474.608887
	Iteration 2Q: 3 clusters Score -5219908 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -5220473.000000 Penalty: 3474.608887
	Iteration 3Q: 3 clusters Score -5220473 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 26868 members 
Entering Unmasked Estep 
Score: -5221299.000000 Penalty: 3474.608887
	Iteration 4Q: 3 clusters Score -5221299 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -5222662.500000 Penalty: 3474.608887
	Iteration 5F: 3 clusters Score -5222662 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 32370 members 
Entering Unmasked Estep 
Score: -5224970.500000 Penalty: 3474.608887
	Iteration 6F: 3 clusters Score -5224970 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 36092 members 
Entering Unmasked Estep 
Score: -5228329.000000 Penalty: 3474.608887
	Iteration 7F: 3 clusters Score -5228329 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -5231822.500000 Penalty: 3474.608887
	Iteration 8F: 3 clusters Score -5231822 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 42031 members 
Entering Unmasked Estep 
Score: -5234280.500000 Penalty: 3474.608887
	Iteration 9F: 3 clusters Score -5234280 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 43154 members 
Entering Unmasked Estep 
Score: -5235391.000000 Penalty: 3474.608887
	Iteration 10Q: 3 clusters Score -5235391 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 43563 members 
Entering Unmasked Estep 
Score: -5235791.000000 Penalty: 3474.608887
	Iteration 11Q: 3 clusters Score -5235791 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 43682 members 
Entering Unmasked Estep 
Score: -5235915.500000 Penalty: 3474.608887
	Iteration 12Q: 3 clusters Score -5235916 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 43724 members 
Entering Unmasked Estep 
Score: -5235979.000000 Penalty: 3474.608887
	Iteration 13Q: 3 clusters Score -5235979 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 43741 members 
Entering Unmasked Estep 
Score: -5236005.500000 Penalty: 3474.608887
	Iteration 14Q: 3 clusters Score -5236006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 43748 members 
Entering Unmasked Estep 
Score: -5236007.500000 Penalty: 3474.608887
	Iteration 15Q: 3 clusters Score -5236008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 43751 members 
Entering Unmasked Estep 
Score: -5236011.000000 Penalty: 3474.608887
	Iteration 16Q: 3 clusters Score -5236011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 43750 members 
Entering Unmasked Estep 
Score: -5236015.500000 Penalty: 3474.608887
	Iteration 17Q: 3 clusters Score -5236016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 43750 members 
Entering Unmasked Estep 
Score: -5236015.500000 Penalty: 3474.608887
	Iteration 18F: 3 clusters Score -5236016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (122617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122617 members 
Entering Unmasked Estep 
Score: -14526316.000000 Penalty: 1903.983398
	Iteration 0F: 2 clusters Score -1.452632e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61343 members 
Mstep: Class 2 contains 61274 members 
Entering Unmasked Estep 
Score: -14452764.000000 Penalty: 3807.966797
	Iteration 0F: 3 clusters Score -1.445276e+07 nChanged 59218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62913 members 
Mstep: Class 2 contains 59704 members 
Entering Unmasked Estep 
Score: -14487385.000000 Penalty: 3807.966797
	Iteration 1F: 3 clusters Score -1.448738e+07 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64225 members 
Mstep: Class 2 contains 58392 members 
Entering Unmasked Estep 
Score: -14488342.000000 Penalty: 3807.966797
	Iteration 2Q: 3 clusters Score -1.448834e+07 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66069 members 
Mstep: Class 2 contains 56548 members 
Entering Unmasked Estep 
Score: -14489592.000000 Penalty: 3807.966797
	Iteration 3Q: 3 clusters Score -1.448959e+07 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68774 members 
Mstep: Class 2 contains 53843 members 
Entering Unmasked Estep 
Score: -14491334.000000 Penalty: 3807.966797
	Iteration 4Q: 3 clusters Score -1.449133e+07 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72626 members 
Mstep: Class 2 contains 49991 members 
Entering Unmasked Estep 
Score: -14494138.000000 Penalty: 3807.966797
	Iteration 5Q: 3 clusters Score -1.449414e+07 nChanged 7106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77958 members 
Mstep: Class 2 contains 44659 members 
Entering Unmasked Estep 
Score: -14498740.000000 Penalty: 3807.966797
	Iteration 6F: 3 clusters Score -1.449874e+07 nChanged 8007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84123 members 
Mstep: Class 2 contains 38494 members 
Entering Unmasked Estep 
Score: -14505301.000000 Penalty: 3807.966797
	Iteration 7F: 3 clusters Score -1.45053e+07 nChanged 7703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89696 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
Score: -14511906.000000 Penalty: 3807.966797
	Iteration 8F: 3 clusters Score -1.451191e+07 nChanged 6325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93483 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
Score: -14516020.000000 Penalty: 3807.966797
	Iteration 9F: 3 clusters Score -1.451602e+07 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96298 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -14517954.000000 Penalty: 3807.966797
	Iteration 10Q: 3 clusters Score -1.451795e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98820 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -14518974.000000 Penalty: 3807.966797
	Iteration 11Q: 3 clusters Score -1.451897e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101002 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -14519542.000000 Penalty: 3807.966797
	Iteration 12Q: 3 clusters Score -1.451954e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102957 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -14520204.000000 Penalty: 3807.966797
	Iteration 13Q: 3 clusters Score -1.45202e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104640 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -14520814.000000 Penalty: 3807.966797
	Iteration 14Q: 3 clusters Score -1.452081e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106174 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -14521580.000000 Penalty: 3807.966797
	Iteration 15Q: 3 clusters Score -1.452158e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107474 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -14522392.000000 Penalty: 3807.966797
	Iteration 16Q: 3 clusters Score -1.452239e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108575 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -14523198.000000 Penalty: 3807.966797
	Iteration 17Q: 3 clusters Score -1.45232e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109442 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -14523892.000000 Penalty: 3807.966797
	Iteration 18Q: 3 clusters Score -1.452389e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110117 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -14524644.000000 Penalty: 3807.966797
	Iteration 19Q: 3 clusters Score -1.452464e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110644 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -14525274.000000 Penalty: 3807.966797
	Iteration 20F: 3 clusters Score -1.452527e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111155 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -14525887.000000 Penalty: 3807.966797
	Iteration 21Q: 3 clusters Score -1.452589e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111629 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -14526331.000000 Penalty: 3807.966797
	Iteration 22Q: 3 clusters Score -1.452633e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112159 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -14526829.000000 Penalty: 3807.966797
	Iteration 23Q: 3 clusters Score -1.452683e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112723 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -14527230.000000 Penalty: 3807.966797
	Iteration 24Q: 3 clusters Score -1.452723e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113343 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -14527533.000000 Penalty: 3807.966797
	Iteration 25Q: 3 clusters Score -1.452753e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113893 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -14527663.000000 Penalty: 3807.966797
	Iteration 26Q: 3 clusters Score -1.452766e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114450 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -14527674.000000 Penalty: 3807.966797
	Iteration 27Q: 3 clusters Score -1.452767e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114968 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -14527691.000000 Penalty: 3807.966797
	Iteration 28Q: 3 clusters Score -1.452769e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115445 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -14527633.000000 Penalty: 3807.966797
	Iteration 29Q: 3 clusters Score -1.452763e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115873 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -14527626.000000 Penalty: 3807.966797
	Iteration 30Q: 3 clusters Score -1.452763e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116322 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -14527601.000000 Penalty: 3807.966797
	Iteration 31Q: 3 clusters Score -1.45276e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116713 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -14527527.000000 Penalty: 3807.966797
	Iteration 32Q: 3 clusters Score -1.452753e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117090 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -14527446.000000 Penalty: 3807.966797
	Iteration 33Q: 3 clusters Score -1.452745e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117424 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -14527389.000000 Penalty: 3807.966797
	Iteration 34Q: 3 clusters Score -1.452739e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117683 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -14527303.000000 Penalty: 3807.966797
	Iteration 35Q: 3 clusters Score -1.45273e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117929 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -14527230.000000 Penalty: 3807.966797
	Iteration 36Q: 3 clusters Score -1.452723e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118171 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -14527186.000000 Penalty: 3807.966797
	Iteration 37Q: 3 clusters Score -1.452719e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118377 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -14527124.000000 Penalty: 3807.966797
	Iteration 38Q: 3 clusters Score -1.452712e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118557 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -14527065.000000 Penalty: 3807.966797
	Iteration 39Q: 3 clusters Score -1.452706e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118728 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -14526994.000000 Penalty: 3807.966797
	Iteration 40F: 3 clusters Score -1.452699e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118866 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -14526942.000000 Penalty: 3807.966797
	Iteration 41Q: 3 clusters Score -1.452694e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119000 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -14526896.000000 Penalty: 3807.966797
	Iteration 42Q: 3 clusters Score -1.45269e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119123 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -14526860.000000 Penalty: 3807.966797
	Iteration 43Q: 3 clusters Score -1.452686e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119230 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -14526777.000000 Penalty: 3807.966797
	Iteration 44Q: 3 clusters Score -1.452678e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119337 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -14526711.000000 Penalty: 3807.966797
	Iteration 45Q: 3 clusters Score -1.452671e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119437 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -14526671.000000 Penalty: 3807.966797
	Iteration 46Q: 3 clusters Score -1.452667e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119523 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -14526664.000000 Penalty: 3807.966797
	Iteration 47Q: 3 clusters Score -1.452666e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119611 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -14526635.000000 Penalty: 3807.966797
	Iteration 48Q: 3 clusters Score -1.452664e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119684 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -14526601.000000 Penalty: 3807.966797
	Iteration 49Q: 3 clusters Score -1.45266e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119757 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -14526551.000000 Penalty: 3807.966797
	Iteration 50Q: 3 clusters Score -1.452655e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119830 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -14526506.000000 Penalty: 3807.966797
	Iteration 51Q: 3 clusters Score -1.452651e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119903 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -14526488.000000 Penalty: 3807.966797
	Iteration 52Q: 3 clusters Score -1.452649e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119967 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -14526481.000000 Penalty: 3807.966797
	Iteration 53Q: 3 clusters Score -1.452648e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120028 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -14526463.000000 Penalty: 3807.966797
	Iteration 54Q: 3 clusters Score -1.452646e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120092 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -14526422.000000 Penalty: 3807.966797
	Iteration 55Q: 3 clusters Score -1.452642e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120148 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -14526427.000000 Penalty: 3807.966797
	Iteration 56Q: 3 clusters Score -1.452643e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120198 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -14526417.000000 Penalty: 3807.966797
	Iteration 57Q: 3 clusters Score -1.452642e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120237 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -14526368.000000 Penalty: 3807.966797
	Iteration 58Q: 3 clusters Score -1.452637e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120272 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -14526348.000000 Penalty: 3807.966797
	Iteration 59Q: 3 clusters Score -1.452635e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120308 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -14526324.000000 Penalty: 3807.966797
	Iteration 60F: 3 clusters Score -1.452632e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120339 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -14526315.000000 Penalty: 3807.966797
	Iteration 61Q: 3 clusters Score -1.452632e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120373 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -14526285.000000 Penalty: 3807.966797
	Iteration 62Q: 3 clusters Score -1.452628e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120408 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -14526272.000000 Penalty: 3807.966797
	Iteration 63Q: 3 clusters Score -1.452627e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120437 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -14526262.000000 Penalty: 3807.966797
	Iteration 64Q: 3 clusters Score -1.452626e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120467 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -14526264.000000 Penalty: 3807.966797
	Iteration 65Q: 3 clusters Score -1.452626e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120493 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -14526242.000000 Penalty: 3807.966797
	Iteration 66Q: 3 clusters Score -1.452624e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120526 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -14526216.000000 Penalty: 3807.966797
	Iteration 67Q: 3 clusters Score -1.452622e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120549 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -14526195.000000 Penalty: 3807.966797
	Iteration 68Q: 3 clusters Score -1.45262e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120576 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -14526193.000000 Penalty: 3807.966797
	Iteration 69Q: 3 clusters Score -1.452619e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120593 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -14526181.000000 Penalty: 3807.966797
	Iteration 70Q: 3 clusters Score -1.452618e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120605 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -14526169.000000 Penalty: 3807.966797
	Iteration 71Q: 3 clusters Score -1.452617e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120615 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -14526166.000000 Penalty: 3807.966797
	Iteration 72Q: 3 clusters Score -1.452617e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120630 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -14526149.000000 Penalty: 3807.966797
	Iteration 73Q: 3 clusters Score -1.452615e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120641 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -14526152.000000 Penalty: 3807.966797
	Iteration 74Q: 3 clusters Score -1.452615e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120651 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -14526151.000000 Penalty: 3807.966797
	Iteration 75Q: 3 clusters Score -1.452615e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120662 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -14526135.000000 Penalty: 3807.966797
	Iteration 76Q: 3 clusters Score -1.452614e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120674 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -14526142.000000 Penalty: 3807.966797
	Iteration 77Q: 3 clusters Score -1.452614e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120690 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -14526130.000000 Penalty: 3807.966797
	Iteration 78Q: 3 clusters Score -1.452613e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120695 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -14526125.000000 Penalty: 3807.966797
	Iteration 79Q: 3 clusters Score -1.452612e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120702 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -14526124.000000 Penalty: 3807.966797
	Iteration 80F: 3 clusters Score -1.452612e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120717 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -14526113.000000 Penalty: 3807.966797
	Iteration 81Q: 3 clusters Score -1.452611e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120724 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -14526124.000000 Penalty: 3807.966797
	Iteration 82Q: 3 clusters Score -1.452612e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120730 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -14526118.000000 Penalty: 3807.966797
	Iteration 83Q: 3 clusters Score -1.452612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120733 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -14526114.000000 Penalty: 3807.966797
	Iteration 84Q: 3 clusters Score -1.452611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120736 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -14526115.000000 Penalty: 3807.966797
	Iteration 85Q: 3 clusters Score -1.452612e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120743 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -14526105.000000 Penalty: 3807.966797
	Iteration 86Q: 3 clusters Score -1.45261e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120750 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -14526098.000000 Penalty: 3807.966797
	Iteration 87Q: 3 clusters Score -1.45261e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120756 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -14526091.000000 Penalty: 3807.966797
	Iteration 88Q: 3 clusters Score -1.452609e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120760 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -14526075.000000 Penalty: 3807.966797
	Iteration 89Q: 3 clusters Score -1.452608e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120765 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -14526079.000000 Penalty: 3807.966797
	Iteration 90Q: 3 clusters Score -1.452608e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120768 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -14526077.000000 Penalty: 3807.966797
	Iteration 91Q: 3 clusters Score -1.452608e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120773 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -14526079.000000 Penalty: 3807.966797
	Iteration 92Q: 3 clusters Score -1.452608e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120775 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -14526081.000000 Penalty: 3807.966797
	Iteration 93Q: 3 clusters Score -1.452608e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120778 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -14526083.000000 Penalty: 3807.966797
	Iteration 94Q: 3 clusters Score -1.452608e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120779 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -14526082.000000 Penalty: 3807.966797
	Iteration 95Q: 3 clusters Score -1.452608e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120782 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -14526070.000000 Penalty: 3807.966797
	Iteration 96Q: 3 clusters Score -1.452607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120783 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -14526070.000000 Penalty: 3807.966797
	Iteration 97Q: 3 clusters Score -1.452607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120785 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -14526075.000000 Penalty: 3807.966797
	Iteration 98Q: 3 clusters Score -1.452608e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120786 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -14526062.000000 Penalty: 3807.966797
	Iteration 99Q: 3 clusters Score -1.452606e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120786 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -14526062.000000 Penalty: 3807.966797
	Iteration 100F: 3 clusters Score -1.452606e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 46583 members 
Mstep: Class 3 contains 3994 members 
Mstep: Class 4 contains 19068 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 88751 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 191941 members 
Mstep: Class 11 contains 10786 members 
Mstep: Class 12 contains 29502 members 
Mstep: Class 13 contains 36559 members 
Mstep: Class 14 contains 11336 members 
Mstep: Class 15 contains 4371 members 
Mstep: Class 16 contains 102955 members 
Mstep: Class 17 contains 10312 members 
Mstep: Class 18 contains 8795 members 
Mstep: Class 19 contains 22374 members 
Mstep: Class 20 contains 1460 members 
Mstep: Class 21 contains 31604 members 
Mstep: Class 22 contains 35194 members 
Mstep: Class 23 contains 27979 members 
Mstep: Class 24 contains 13501 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12821 members 
Mstep: Class 29 contains 32581 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 8264 members 
Mstep: Class 32 contains 7527 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 83063 members 
Mstep: Class 35 contains 103078 members 
Mstep: Class 36 contains 36781 members 
Mstep: Class 37 contains 12346 members 
Mstep: Class 38 contains 79592 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 821 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 55356 members 
Mstep: Class 43 contains 1008 members 
Mstep: Class 44 contains 58173 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 7711 members 
Mstep: Class 48 contains 94556 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 101913 members 
Mstep: Class 51 contains 50673 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 102459 members 
Mstep: Class 54 contains 43963 members 
Mstep: Class 55 contains 122617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194685264.000000 Penalty: 128338.117188
Iteration 319Q: 56 clusters Score -1.946853e+08 nChanged 12529
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 47268 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 19063 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 88735 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 191929 members 
Mstep: Class 11 contains 10763 members 
Mstep: Class 12 contains 29502 members 
Mstep: Class 13 contains 36550 members 
Mstep: Class 14 contains 11309 members 
Mstep: Class 15 contains 4371 members 
Mstep: Class 16 contains 103059 members 
Mstep: Class 17 contains 10317 members 
Mstep: Class 18 contains 8813 members 
Mstep: Class 19 contains 22376 members 
Mstep: Class 20 contains 1461 members 
Mstep: Class 21 contains 31603 members 
Mstep: Class 22 contains 35141 members 
Mstep: Class 23 contains 27315 members 
Mstep: Class 24 contains 13499 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12820 members 
Mstep: Class 29 contains 32585 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 8298 members 
Mstep: Class 32 contains 7526 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 83177 members 
Mstep: Class 35 contains 101854 members 
Mstep: Class 36 contains 36162 members 
Mstep: Class 37 contains 12301 members 
Mstep: Class 38 contains 79605 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 821 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 55589 members 
Mstep: Class 43 contains 1008 members 
Mstep: Class 44 contains 57729 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 7575 members 
Mstep: Class 48 contains 97694 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 101520 members 
Mstep: Class 51 contains 50798 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 102854 members 
Mstep: Class 54 contains 42893 members 
Mstep: Class 55 contains 122482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194687120.000000 Penalty: 128338.117188
Iteration 320F: 56 clusters Score -1.946871e+08 nChanged 15075
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 47894 members 
Mstep: Class 3 contains 4012 members 
Mstep: Class 4 contains 19053 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 88701 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 191924 members 
Mstep: Class 11 contains 10754 members 
Mstep: Class 12 contains 29505 members 
Mstep: Class 13 contains 36559 members 
Mstep: Class 14 contains 11291 members 
Mstep: Class 15 contains 4371 members 
Mstep: Class 16 contains 103343 members 
Mstep: Class 17 contains 10318 members 
Mstep: Class 18 contains 8819 members 
Mstep: Class 19 contains 22382 members 
Mstep: Class 20 contains 1461 members 
Mstep: Class 21 contains 31602 members 
Mstep: Class 22 contains 35082 members 
Mstep: Class 23 contains 26641 members 
Mstep: Class 24 contains 13496 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12817 members 
Mstep: Class 29 contains 32578 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 8326 members 
Mstep: Class 32 contains 7524 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 83285 members 
Mstep: Class 35 contains 100417 members 
Mstep: Class 36 contains 35568 members 
Mstep: Class 37 contains 12243 members 
Mstep: Class 38 contains 79607 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 821 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 54187 members 
Mstep: Class 43 contains 1008 members 
Mstep: Class 44 contains 57237 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 7431 members 
Mstep: Class 48 contains 100694 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 101165 members 
Mstep: Class 51 contains 51448 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 103306 members 
Mstep: Class 54 contains 43206 members 
Mstep: Class 55 contains 122292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194686656.000000 Penalty: 128338.117188
Iteration 321Q: 56 clusters Score -1.946867e+08 nChanged 15197
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 48475 members 
Mstep: Class 3 contains 4018 members 
Mstep: Class 4 contains 19048 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 88689 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 191922 members 
Mstep: Class 11 contains 10749 members 
Mstep: Class 12 contains 29505 members 
Mstep: Class 13 contains 36550 members 
Mstep: Class 14 contains 11274 members 
Mstep: Class 15 contains 4371 members 
Mstep: Class 16 contains 103495 members 
Mstep: Class 17 contains 10308 members 
Mstep: Class 18 contains 8821 members 
Mstep: Class 19 contains 22390 members 
Mstep: Class 20 contains 1461 members 
Mstep: Class 21 contains 31607 members 
Mstep: Class 22 contains 35015 members 
Mstep: Class 23 contains 25962 members 
Mstep: Class 24 contains 13491 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12814 members 
Mstep: Class 29 contains 32562 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 8365 members 
Mstep: Class 32 contains 7525 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 83392 members 
Mstep: Class 35 contains 98997 members 
Mstep: Class 36 contains 34951 members 
Mstep: Class 37 contains 12200 members 
Mstep: Class 38 contains 79617 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 821 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 52819 members 
Mstep: Class 43 contains 1008 members 
Mstep: Class 44 contains 56598 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 7312 members 
Mstep: Class 48 contains 103627 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 100875 members 
Mstep: Class 51 contains 52194 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 103724 members 
Mstep: Class 54 contains 43420 members 
Mstep: Class 55 contains 122396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194686992.000000 Penalty: 128338.117188
Iteration 322Q: 56 clusters Score -1.94687e+08 nChanged 14907
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 48980 members 
Mstep: Class 3 contains 4023 members 
Mstep: Class 4 contains 19044 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 88594 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 191923 members 
Mstep: Class 11 contains 10731 members 
Mstep: Class 12 contains 29504 members 
Mstep: Class 13 contains 36544 members 
Mstep: Class 14 contains 11265 members 
Mstep: Class 15 contains 4371 members 
Mstep: Class 16 contains 103732 members 
Mstep: Class 17 contains 10303 members 
Mstep: Class 18 contains 8838 members 
Mstep: Class 19 contains 22400 members 
Mstep: Class 20 contains 1461 members 
Mstep: Class 21 contains 31615 members 
Mstep: Class 22 contains 34949 members 
Mstep: Class 23 contains 25341 members 
Mstep: Class 24 contains 13492 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12812 members 
Mstep: Class 29 contains 32565 members 
Mstep: Class 30 contains 3844 members 
Mstep: Class 31 contains 8404 members 
Mstep: Class 32 contains 7525 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 83489 members 
Mstep: Class 35 contains 97643 members 
Mstep: Class 36 contains 34366 members 
Mstep: Class 37 contains 12153 members 
Mstep: Class 38 contains 79619 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 821 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 51469 members 
Mstep: Class 43 contains 1008 members 
Mstep: Class 44 contains 55841 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 7214 members 
Mstep: Class 48 contains 106376 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 100653 members 
Mstep: Class 51 contains 52907 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 104166 members 
Mstep: Class 54 contains 43479 members 
Mstep: Class 55 contains 122750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194686512.000000 Penalty: 128338.117188
Iteration 323Q: 56 clusters Score -1.946865e+08 nChanged 14614
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 49455 members 
Mstep: Class 3 contains 4031 members 
Mstep: Class 4 contains 19038 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 88539 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 191935 members 
Mstep: Class 11 contains 10701 members 
Mstep: Class 12 contains 29507 members 
Mstep: Class 13 contains 36543 members 
Mstep: Class 14 contains 11250 members 
Mstep: Class 15 contains 4373 members 
Mstep: Class 16 contains 104052 members 
Mstep: Class 17 contains 10305 members 
Mstep: Class 18 contains 8851 members 
Mstep: Class 19 contains 22410 members 
Mstep: Class 20 contains 1461 members 
Mstep: Class 21 contains 31618 members 
Mstep: Class 22 contains 34861 members 
Mstep: Class 23 contains 24813 members 
Mstep: Class 24 contains 13489 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12812 members 
Mstep: Class 29 contains 32557 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 8430 members 
Mstep: Class 32 contains 7525 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 83555 members 
Mstep: Class 35 contains 96448 members 
Mstep: Class 36 contains 33831 members 
Mstep: Class 37 contains 12130 members 
Mstep: Class 38 contains 79627 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 821 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 50031 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 55070 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 7168 members 
Mstep: Class 48 contains 108888 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 100450 members 
Mstep: Class 51 contains 53520 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 104594 members 
Mstep: Class 54 contains 43560 members 
Mstep: Class 55 contains 123112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194685152.000000 Penalty: 128338.117188
Iteration 324Q: 56 clusters Score -1.946852e+08 nChanged 14203
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 49907 members 
Mstep: Class 3 contains 4035 members 
Mstep: Class 4 contains 19034 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 88512 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 191953 members 
Mstep: Class 11 contains 10673 members 
Mstep: Class 12 contains 29502 members 
Mstep: Class 13 contains 36555 members 
Mstep: Class 14 contains 11222 members 
Mstep: Class 15 contains 4373 members 
Mstep: Class 16 contains 104587 members 
Mstep: Class 17 contains 10302 members 
Mstep: Class 18 contains 8858 members 
Mstep: Class 19 contains 22420 members 
Mstep: Class 20 contains 1461 members 
Mstep: Class 21 contains 31618 members 
Mstep: Class 22 contains 34809 members 
Mstep: Class 23 contains 24341 members 
Mstep: Class 24 contains 13487 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12811 members 
Mstep: Class 29 contains 32590 members 
Mstep: Class 30 contains 3845 members 
Mstep: Class 31 contains 8451 members 
Mstep: Class 32 contains 7525 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 83657 members 
Mstep: Class 35 contains 95296 members 
Mstep: Class 36 contains 33224 members 
Mstep: Class 37 contains 12102 members 
Mstep: Class 38 contains 79632 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 821 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 48511 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 54271 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 7109 members 
Mstep: Class 48 contains 111192 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 100275 members 
Mstep: Class 51 contains 54237 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 105011 members 
Mstep: Class 54 contains 43523 members 
Mstep: Class 55 contains 123475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194684176.000000 Penalty: 128338.117188
Iteration 325Q: 56 clusters Score -1.946842e+08 nChanged 13427
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 50298 members 
Mstep: Class 3 contains 4025 members 
Mstep: Class 4 contains 19032 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 88488 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 191963 members 
Mstep: Class 11 contains 10666 members 
Mstep: Class 12 contains 29499 members 
Mstep: Class 13 contains 36574 members 
Mstep: Class 14 contains 11198 members 
Mstep: Class 15 contains 4373 members 
Mstep: Class 16 contains 105363 members 
Mstep: Class 17 contains 10295 members 
Mstep: Class 18 contains 8874 members 
Mstep: Class 19 contains 22429 members 
Mstep: Class 20 contains 1462 members 
Mstep: Class 21 contains 31623 members 
Mstep: Class 22 contains 34733 members 
Mstep: Class 23 contains 23952 members 
Mstep: Class 24 contains 13487 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12811 members 
Mstep: Class 29 contains 32629 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 8466 members 
Mstep: Class 32 contains 7525 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 83766 members 
Mstep: Class 35 contains 94300 members 
Mstep: Class 36 contains 32628 members 
Mstep: Class 37 contains 12084 members 
Mstep: Class 38 contains 79635 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 821 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 47062 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 53520 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 7073 members 
Mstep: Class 48 contains 113370 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 100182 members 
Mstep: Class 51 contains 54868 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 105333 members 
Mstep: Class 54 contains 43490 members 
Mstep: Class 55 contains 123464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194683584.000000 Penalty: 128338.117188
Iteration 326Q: 56 clusters Score -1.946836e+08 nChanged 13017
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 50689 members 
Mstep: Class 3 contains 4018 members 
Mstep: Class 4 contains 19018 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 88475 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 191962 members 
Mstep: Class 11 contains 10660 members 
Mstep: Class 12 contains 29498 members 
Mstep: Class 13 contains 36586 members 
Mstep: Class 14 contains 11178 members 
Mstep: Class 15 contains 4375 members 
Mstep: Class 16 contains 106425 members 
Mstep: Class 17 contains 10296 members 
Mstep: Class 18 contains 8875 members 
Mstep: Class 19 contains 22434 members 
Mstep: Class 20 contains 1464 members 
Mstep: Class 21 contains 31625 members 
Mstep: Class 22 contains 34628 members 
Mstep: Class 23 contains 23582 members 
Mstep: Class 24 contains 13495 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12811 members 
Mstep: Class 29 contains 32664 members 
Mstep: Class 30 contains 3847 members 
Mstep: Class 31 contains 8478 members 
Mstep: Class 32 contains 7526 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 83868 members 
Mstep: Class 35 contains 93448 members 
Mstep: Class 36 contains 32043 members 
Mstep: Class 37 contains 12053 members 
Mstep: Class 38 contains 79640 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 821 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 45651 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 52744 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 7021 members 
Mstep: Class 48 contains 115249 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 100226 members 
Mstep: Class 51 contains 55475 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 105651 members 
Mstep: Class 54 contains 43460 members 
Mstep: Class 55 contains 123248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194682416.000000 Penalty: 128338.117188
Iteration 327Q: 56 clusters Score -1.946824e+08 nChanged 12555
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 51113 members 
Mstep: Class 3 contains 4014 members 
Mstep: Class 4 contains 19008 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 88462 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 191962 members 
Mstep: Class 11 contains 10658 members 
Mstep: Class 12 contains 29500 members 
Mstep: Class 13 contains 36597 members 
Mstep: Class 14 contains 11150 members 
Mstep: Class 15 contains 4375 members 
Mstep: Class 16 contains 107800 members 
Mstep: Class 17 contains 10299 members 
Mstep: Class 18 contains 8871 members 
Mstep: Class 19 contains 22438 members 
Mstep: Class 20 contains 1464 members 
Mstep: Class 21 contains 31627 members 
Mstep: Class 22 contains 34491 members 
Mstep: Class 23 contains 23284 members 
Mstep: Class 24 contains 13489 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12811 members 
Mstep: Class 29 contains 32701 members 
Mstep: Class 30 contains 3847 members 
Mstep: Class 31 contains 8485 members 
Mstep: Class 32 contains 7527 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 83993 members 
Mstep: Class 35 contains 92772 members 
Mstep: Class 36 contains 31522 members 
Mstep: Class 37 contains 12050 members 
Mstep: Class 38 contains 79641 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 821 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 44241 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 51993 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6977 members 
Mstep: Class 48 contains 116919 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 100196 members 
Mstep: Class 51 contains 56027 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 105756 members 
Mstep: Class 54 contains 43541 members 
Mstep: Class 55 contains 122785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194682464.000000 Penalty: 128338.117188
Iteration 328Q: 56 clusters Score -1.946825e+08 nChanged 11730
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 51551 members 
Mstep: Class 3 contains 4000 members 
Mstep: Class 4 contains 19003 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 88481 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 191962 members 
Mstep: Class 11 contains 10644 members 
Mstep: Class 12 contains 29497 members 
Mstep: Class 13 contains 36596 members 
Mstep: Class 14 contains 11124 members 
Mstep: Class 15 contains 4376 members 
Mstep: Class 16 contains 109150 members 
Mstep: Class 17 contains 10297 members 
Mstep: Class 18 contains 8877 members 
Mstep: Class 19 contains 22440 members 
Mstep: Class 20 contains 1464 members 
Mstep: Class 21 contains 31628 members 
Mstep: Class 22 contains 34339 members 
Mstep: Class 23 contains 23030 members 
Mstep: Class 24 contains 13494 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12811 members 
Mstep: Class 29 contains 32739 members 
Mstep: Class 30 contains 3847 members 
Mstep: Class 31 contains 8494 members 
Mstep: Class 32 contains 7528 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 84108 members 
Mstep: Class 35 contains 92173 members 
Mstep: Class 36 contains 30990 members 
Mstep: Class 37 contains 12019 members 
Mstep: Class 38 contains 79644 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 821 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 42956 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 51295 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6955 members 
Mstep: Class 48 contains 118323 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 100265 members 
Mstep: Class 51 contains 56394 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 105835 members 
Mstep: Class 54 contains 43787 members 
Mstep: Class 55 contains 122270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194682016.000000 Penalty: 128338.117188
Iteration 329Q: 56 clusters Score -1.94682e+08 nChanged 11534
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 51996 members 
Mstep: Class 3 contains 4004 members 
Mstep: Class 4 contains 18995 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 88533 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 191961 members 
Mstep: Class 11 contains 10640 members 
Mstep: Class 12 contains 29500 members 
Mstep: Class 13 contains 36584 members 
Mstep: Class 14 contains 11102 members 
Mstep: Class 15 contains 4377 members 
Mstep: Class 16 contains 110427 members 
Mstep: Class 17 contains 10295 members 
Mstep: Class 18 contains 8884 members 
Mstep: Class 19 contains 22448 members 
Mstep: Class 20 contains 1463 members 
Mstep: Class 21 contains 31637 members 
Mstep: Class 22 contains 34152 members 
Mstep: Class 23 contains 22826 members 
Mstep: Class 24 contains 13496 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12811 members 
Mstep: Class 29 contains 32775 members 
Mstep: Class 30 contains 3847 members 
Mstep: Class 31 contains 8505 members 
Mstep: Class 32 contains 7528 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 84177 members 
Mstep: Class 35 contains 91703 members 
Mstep: Class 36 contains 30464 members 
Mstep: Class 37 contains 12007 members 
Mstep: Class 38 contains 79649 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 821 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 41701 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 50592 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6933 members 
Mstep: Class 48 contains 119440 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 100374 members 
Mstep: Class 51 contains 56645 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 105957 members 
Mstep: Class 54 contains 44020 members 
Mstep: Class 55 contains 121938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194681472.000000 Penalty: 128338.117188
Iteration 330Q: 56 clusters Score -1.946815e+08 nChanged 11143
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 52437 members 
Mstep: Class 3 contains 4007 members 
Mstep: Class 4 contains 18985 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 88583 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 191964 members 
Mstep: Class 11 contains 10631 members 
Mstep: Class 12 contains 29501 members 
Mstep: Class 13 contains 36601 members 
Mstep: Class 14 contains 11075 members 
Mstep: Class 15 contains 4377 members 
Mstep: Class 16 contains 111973 members 
Mstep: Class 17 contains 10286 members 
Mstep: Class 18 contains 8893 members 
Mstep: Class 19 contains 22457 members 
Mstep: Class 20 contains 1463 members 
Mstep: Class 21 contains 31636 members 
Mstep: Class 22 contains 33960 members 
Mstep: Class 23 contains 22677 members 
Mstep: Class 24 contains 13495 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12812 members 
Mstep: Class 29 contains 32816 members 
Mstep: Class 30 contains 3848 members 
Mstep: Class 31 contains 8530 members 
Mstep: Class 32 contains 7528 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 84213 members 
Mstep: Class 35 contains 91233 members 
Mstep: Class 36 contains 29962 members 
Mstep: Class 37 contains 11987 members 
Mstep: Class 38 contains 79649 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 821 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 40447 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 49995 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6931 members 
Mstep: Class 48 contains 120129 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 100464 members 
Mstep: Class 51 contains 56720 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 106101 members 
Mstep: Class 54 contains 44315 members 
Mstep: Class 55 contains 121705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194681520.000000 Penalty: 128338.117188
Iteration 331Q: 56 clusters Score -1.946815e+08 nChanged 11004
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 52901 members 
Mstep: Class 3 contains 4005 members 
Mstep: Class 4 contains 18977 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 88607 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 191958 members 
Mstep: Class 11 contains 10620 members 
Mstep: Class 12 contains 29504 members 
Mstep: Class 13 contains 36611 members 
Mstep: Class 14 contains 11056 members 
Mstep: Class 15 contains 4378 members 
Mstep: Class 16 contains 113590 members 
Mstep: Class 17 contains 10277 members 
Mstep: Class 18 contains 8915 members 
Mstep: Class 19 contains 22467 members 
Mstep: Class 20 contains 1463 members 
Mstep: Class 21 contains 31639 members 
Mstep: Class 22 contains 33795 members 
Mstep: Class 23 contains 22562 members 
Mstep: Class 24 contains 13499 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12812 members 
Mstep: Class 29 contains 32843 members 
Mstep: Class 30 contains 3847 members 
Mstep: Class 31 contains 8548 members 
Mstep: Class 32 contains 7526 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 84261 members 
Mstep: Class 35 contains 90789 members 
Mstep: Class 36 contains 29484 members 
Mstep: Class 37 contains 11958 members 
Mstep: Class 38 contains 79654 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 821 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 39291 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 49450 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6947 members 
Mstep: Class 48 contains 120393 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 100512 members 
Mstep: Class 51 contains 56662 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 106482 members 
Mstep: Class 54 contains 44544 members 
Mstep: Class 55 contains 121559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194681504.000000 Penalty: 128338.117188
Iteration 332Q: 56 clusters Score -1.946815e+08 nChanged 10744
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 53341 members 
Mstep: Class 3 contains 3996 members 
Mstep: Class 4 contains 18978 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 88617 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 191978 members 
Mstep: Class 11 contains 10604 members 
Mstep: Class 12 contains 29505 members 
Mstep: Class 13 contains 36609 members 
Mstep: Class 14 contains 11051 members 
Mstep: Class 15 contains 4377 members 
Mstep: Class 16 contains 115123 members 
Mstep: Class 17 contains 10272 members 
Mstep: Class 18 contains 8934 members 
Mstep: Class 19 contains 22469 members 
Mstep: Class 20 contains 1465 members 
Mstep: Class 21 contains 31640 members 
Mstep: Class 22 contains 33631 members 
Mstep: Class 23 contains 22460 members 
Mstep: Class 24 contains 13507 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12810 members 
Mstep: Class 29 contains 32871 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 8564 members 
Mstep: Class 32 contains 7526 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 84279 members 
Mstep: Class 35 contains 90367 members 
Mstep: Class 36 contains 29027 members 
Mstep: Class 37 contains 11942 members 
Mstep: Class 38 contains 79654 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 821 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 38211 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 48966 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6932 members 
Mstep: Class 48 contains 120214 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 100630 members 
Mstep: Class 51 contains 56495 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 107194 members 
Mstep: Class 54 contains 44888 members 
Mstep: Class 55 contains 121413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194682144.000000 Penalty: 128338.117188
Iteration 333Q: 56 clusters Score -1.946821e+08 nChanged 11423
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 53886 members 
Mstep: Class 3 contains 3998 members 
Mstep: Class 4 contains 18976 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 88682 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 191979 members 
Mstep: Class 11 contains 10590 members 
Mstep: Class 12 contains 29503 members 
Mstep: Class 13 contains 36593 members 
Mstep: Class 14 contains 11032 members 
Mstep: Class 15 contains 4377 members 
Mstep: Class 16 contains 116713 members 
Mstep: Class 17 contains 10274 members 
Mstep: Class 18 contains 8948 members 
Mstep: Class 19 contains 22473 members 
Mstep: Class 20 contains 1463 members 
Mstep: Class 21 contains 31640 members 
Mstep: Class 22 contains 33474 members 
Mstep: Class 23 contains 22390 members 
Mstep: Class 24 contains 13518 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12812 members 
Mstep: Class 29 contains 32896 members 
Mstep: Class 30 contains 3845 members 
Mstep: Class 31 contains 8575 members 
Mstep: Class 32 contains 7526 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 84323 members 
Mstep: Class 35 contains 89941 members 
Mstep: Class 36 contains 28574 members 
Mstep: Class 37 contains 11900 members 
Mstep: Class 38 contains 79650 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 821 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 37103 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 48515 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6907 members 
Mstep: Class 48 contains 119548 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 100721 members 
Mstep: Class 51 contains 56174 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 108175 members 
Mstep: Class 54 contains 45354 members 
Mstep: Class 55 contains 121338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194681216.000000 Penalty: 128338.117188
Iteration 334Q: 56 clusters Score -1.946812e+08 nChanged 12451
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 54566 members 
Mstep: Class 3 contains 4006 members 
Mstep: Class 4 contains 18973 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 88683 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 191986 members 
Mstep: Class 11 contains 10583 members 
Mstep: Class 12 contains 29499 members 
Mstep: Class 13 contains 36601 members 
Mstep: Class 14 contains 11021 members 
Mstep: Class 15 contains 4378 members 
Mstep: Class 16 contains 118163 members 
Mstep: Class 17 contains 10279 members 
Mstep: Class 18 contains 8955 members 
Mstep: Class 19 contains 22490 members 
Mstep: Class 20 contains 1464 members 
Mstep: Class 21 contains 31640 members 
Mstep: Class 22 contains 33324 members 
Mstep: Class 23 contains 22353 members 
Mstep: Class 24 contains 13522 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12813 members 
Mstep: Class 29 contains 32919 members 
Mstep: Class 30 contains 3845 members 
Mstep: Class 31 contains 8594 members 
Mstep: Class 32 contains 7527 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 84349 members 
Mstep: Class 35 contains 89490 members 
Mstep: Class 36 contains 28101 members 
Mstep: Class 37 contains 11860 members 
Mstep: Class 38 contains 79652 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 821 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 36089 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 48090 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6896 members 
Mstep: Class 48 contains 118519 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 100800 members 
Mstep: Class 51 contains 55527 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 109425 members 
Mstep: Class 54 contains 45854 members 
Mstep: Class 55 contains 121550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194681328.000000 Penalty: 128338.117188
Iteration 335Q: 56 clusters Score -1.946813e+08 nChanged 12378
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 55231 members 
Mstep: Class 3 contains 4007 members 
Mstep: Class 4 contains 18967 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 88684 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 191992 members 
Mstep: Class 11 contains 10575 members 
Mstep: Class 12 contains 29499 members 
Mstep: Class 13 contains 36590 members 
Mstep: Class 14 contains 11013 members 
Mstep: Class 15 contains 4377 members 
Mstep: Class 16 contains 119659 members 
Mstep: Class 17 contains 10284 members 
Mstep: Class 18 contains 8947 members 
Mstep: Class 19 contains 22505 members 
Mstep: Class 20 contains 1467 members 
Mstep: Class 21 contains 31638 members 
Mstep: Class 22 contains 33191 members 
Mstep: Class 23 contains 22300 members 
Mstep: Class 24 contains 13525 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12812 members 
Mstep: Class 29 contains 32932 members 
Mstep: Class 30 contains 3845 members 
Mstep: Class 31 contains 8606 members 
Mstep: Class 32 contains 7527 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 84395 members 
Mstep: Class 35 contains 89019 members 
Mstep: Class 36 contains 27583 members 
Mstep: Class 37 contains 11831 members 
Mstep: Class 38 contains 79657 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 820 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 35154 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 47785 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6900 members 
Mstep: Class 48 contains 117173 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 100912 members 
Mstep: Class 51 contains 54790 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 110796 members 
Mstep: Class 54 contains 46348 members 
Mstep: Class 55 contains 121871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680992.000000 Penalty: 128338.117188
Iteration 336Q: 56 clusters Score -1.94681e+08 nChanged 12057
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 56003 members 
Mstep: Class 3 contains 4006 members 
Mstep: Class 4 contains 18973 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 88711 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 191988 members 
Mstep: Class 11 contains 10575 members 
Mstep: Class 12 contains 29501 members 
Mstep: Class 13 contains 36579 members 
Mstep: Class 14 contains 11001 members 
Mstep: Class 15 contains 4377 members 
Mstep: Class 16 contains 120909 members 
Mstep: Class 17 contains 10288 members 
Mstep: Class 18 contains 8927 members 
Mstep: Class 19 contains 22525 members 
Mstep: Class 20 contains 1467 members 
Mstep: Class 21 contains 31640 members 
Mstep: Class 22 contains 33055 members 
Mstep: Class 23 contains 22288 members 
Mstep: Class 24 contains 13528 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12812 members 
Mstep: Class 29 contains 32958 members 
Mstep: Class 30 contains 3847 members 
Mstep: Class 31 contains 8622 members 
Mstep: Class 32 contains 7526 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 84464 members 
Mstep: Class 35 contains 88591 members 
Mstep: Class 36 contains 26999 members 
Mstep: Class 37 contains 11800 members 
Mstep: Class 38 contains 79664 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 820 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 34345 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 47555 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6902 members 
Mstep: Class 48 contains 115827 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 101069 members 
Mstep: Class 51 contains 54067 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 112144 members 
Mstep: Class 54 contains 46682 members 
Mstep: Class 55 contains 122172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194681264.000000 Penalty: 128338.117188
Iteration 337Q: 56 clusters Score -1.946813e+08 nChanged 12212
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 56907 members 
Mstep: Class 3 contains 4015 members 
Mstep: Class 4 contains 18976 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 88787 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 191987 members 
Mstep: Class 11 contains 10554 members 
Mstep: Class 12 contains 29504 members 
Mstep: Class 13 contains 36559 members 
Mstep: Class 14 contains 10980 members 
Mstep: Class 15 contains 4378 members 
Mstep: Class 16 contains 121817 members 
Mstep: Class 17 contains 10287 members 
Mstep: Class 18 contains 8925 members 
Mstep: Class 19 contains 22538 members 
Mstep: Class 20 contains 1467 members 
Mstep: Class 21 contains 31644 members 
Mstep: Class 22 contains 32940 members 
Mstep: Class 23 contains 22320 members 
Mstep: Class 24 contains 13525 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12812 members 
Mstep: Class 29 contains 32995 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 8629 members 
Mstep: Class 32 contains 7527 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 84504 members 
Mstep: Class 35 contains 88133 members 
Mstep: Class 36 contains 26476 members 
Mstep: Class 37 contains 11772 members 
Mstep: Class 38 contains 79660 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 820 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 33532 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 47375 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6898 members 
Mstep: Class 48 contains 114464 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 101229 members 
Mstep: Class 51 contains 53472 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 113680 members 
Mstep: Class 54 contains 46948 members 
Mstep: Class 55 contains 122325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194681104.000000 Penalty: 128338.117188
Iteration 338Q: 56 clusters Score -1.946811e+08 nChanged 12576
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 58025 members 
Mstep: Class 3 contains 4022 members 
Mstep: Class 4 contains 18984 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 88830 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 191991 members 
Mstep: Class 11 contains 10529 members 
Mstep: Class 12 contains 29508 members 
Mstep: Class 13 contains 36555 members 
Mstep: Class 14 contains 10968 members 
Mstep: Class 15 contains 4378 members 
Mstep: Class 16 contains 122179 members 
Mstep: Class 17 contains 10285 members 
Mstep: Class 18 contains 8912 members 
Mstep: Class 19 contains 22546 members 
Mstep: Class 20 contains 1466 members 
Mstep: Class 21 contains 31642 members 
Mstep: Class 22 contains 32843 members 
Mstep: Class 23 contains 22370 members 
Mstep: Class 24 contains 13531 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12812 members 
Mstep: Class 29 contains 32999 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 8634 members 
Mstep: Class 32 contains 7527 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 84549 members 
Mstep: Class 35 contains 87700 members 
Mstep: Class 36 contains 25908 members 
Mstep: Class 37 contains 11733 members 
Mstep: Class 38 contains 79657 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 820 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 32842 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 47228 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6910 members 
Mstep: Class 48 contains 113116 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 101429 members 
Mstep: Class 51 contains 53008 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 115387 members 
Mstep: Class 54 contains 46996 members 
Mstep: Class 55 contains 122542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194681984.000000 Penalty: 128338.117188
Iteration 339Q: 56 clusters Score -1.94682e+08 nChanged 12142
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 59358 members 
Mstep: Class 3 contains 4021 members 
Mstep: Class 4 contains 18986 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 88898 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 191993 members 
Mstep: Class 11 contains 10518 members 
Mstep: Class 12 contains 29511 members 
Mstep: Class 13 contains 36541 members 
Mstep: Class 14 contains 10952 members 
Mstep: Class 15 contains 4379 members 
Mstep: Class 16 contains 122228 members 
Mstep: Class 17 contains 10281 members 
Mstep: Class 18 contains 8904 members 
Mstep: Class 19 contains 22555 members 
Mstep: Class 20 contains 1464 members 
Mstep: Class 21 contains 31640 members 
Mstep: Class 22 contains 32764 members 
Mstep: Class 23 contains 22418 members 
Mstep: Class 24 contains 13538 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12812 members 
Mstep: Class 29 contains 33004 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 8637 members 
Mstep: Class 32 contains 7527 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 84584 members 
Mstep: Class 35 contains 87258 members 
Mstep: Class 36 contains 25347 members 
Mstep: Class 37 contains 11703 members 
Mstep: Class 38 contains 79664 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 820 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 32270 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 47139 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6926 members 
Mstep: Class 48 contains 111806 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 101613 members 
Mstep: Class 51 contains 52599 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 117036 members 
Mstep: Class 54 contains 46912 members 
Mstep: Class 55 contains 122755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194682288.000000 Penalty: 128338.117188
Iteration 340F: 56 clusters Score -1.946823e+08 nChanged 12711
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 60799 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 18989 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 88951 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192001 members 
Mstep: Class 11 contains 10492 members 
Mstep: Class 12 contains 29512 members 
Mstep: Class 13 contains 36536 members 
Mstep: Class 14 contains 10936 members 
Mstep: Class 15 contains 4378 members 
Mstep: Class 16 contains 121818 members 
Mstep: Class 17 contains 10275 members 
Mstep: Class 18 contains 8905 members 
Mstep: Class 19 contains 22566 members 
Mstep: Class 20 contains 1463 members 
Mstep: Class 21 contains 31645 members 
Mstep: Class 22 contains 32661 members 
Mstep: Class 23 contains 22492 members 
Mstep: Class 24 contains 13548 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12812 members 
Mstep: Class 29 contains 33024 members 
Mstep: Class 30 contains 3847 members 
Mstep: Class 31 contains 8641 members 
Mstep: Class 32 contains 7529 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 84642 members 
Mstep: Class 35 contains 86883 members 
Mstep: Class 36 contains 24792 members 
Mstep: Class 37 contains 11703 members 
Mstep: Class 38 contains 79674 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 820 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 31429 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 47138 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6929 members 
Mstep: Class 48 contains 110665 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 101794 members 
Mstep: Class 51 contains 51783 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 118603 members 
Mstep: Class 54 contains 47487 members 
Mstep: Class 55 contains 123036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194682320.000000 Penalty: 128338.117188
Iteration 341Q: 56 clusters Score -1.946823e+08 nChanged 12091
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 62395 members 
Mstep: Class 3 contains 4006 members 
Mstep: Class 4 contains 18995 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 89015 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192006 members 
Mstep: Class 11 contains 10473 members 
Mstep: Class 12 contains 29510 members 
Mstep: Class 13 contains 36563 members 
Mstep: Class 14 contains 10927 members 
Mstep: Class 15 contains 4378 members 
Mstep: Class 16 contains 121079 members 
Mstep: Class 17 contains 10280 members 
Mstep: Class 18 contains 8899 members 
Mstep: Class 19 contains 22578 members 
Mstep: Class 20 contains 1462 members 
Mstep: Class 21 contains 31648 members 
Mstep: Class 22 contains 32549 members 
Mstep: Class 23 contains 22569 members 
Mstep: Class 24 contains 13551 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12812 members 
Mstep: Class 29 contains 33028 members 
Mstep: Class 30 contains 3847 members 
Mstep: Class 31 contains 8637 members 
Mstep: Class 32 contains 7530 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 84685 members 
Mstep: Class 35 contains 86644 members 
Mstep: Class 36 contains 24260 members 
Mstep: Class 37 contains 11690 members 
Mstep: Class 38 contains 79678 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 820 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 30731 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 47167 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6920 members 
Mstep: Class 48 contains 109755 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 101962 members 
Mstep: Class 51 contains 50971 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 119826 members 
Mstep: Class 54 contains 47853 members 
Mstep: Class 55 contains 123508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194682816.000000 Penalty: 128338.117188
Iteration 342Q: 56 clusters Score -1.946828e+08 nChanged 11603
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 64019 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 18999 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 89077 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192023 members 
Mstep: Class 11 contains 10440 members 
Mstep: Class 12 contains 29513 members 
Mstep: Class 13 contains 36572 members 
Mstep: Class 14 contains 10924 members 
Mstep: Class 15 contains 4378 members 
Mstep: Class 16 contains 120145 members 
Mstep: Class 17 contains 10275 members 
Mstep: Class 18 contains 8901 members 
Mstep: Class 19 contains 22587 members 
Mstep: Class 20 contains 1463 members 
Mstep: Class 21 contains 31652 members 
Mstep: Class 22 contains 32430 members 
Mstep: Class 23 contains 22668 members 
Mstep: Class 24 contains 13549 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12813 members 
Mstep: Class 29 contains 33030 members 
Mstep: Class 30 contains 3847 members 
Mstep: Class 31 contains 8649 members 
Mstep: Class 32 contains 7530 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 84683 members 
Mstep: Class 35 contains 86545 members 
Mstep: Class 36 contains 23739 members 
Mstep: Class 37 contains 11658 members 
Mstep: Class 38 contains 79676 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 820 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 30079 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 47201 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6921 members 
Mstep: Class 48 contains 109091 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 102177 members 
Mstep: Class 51 contains 50110 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 120795 members 
Mstep: Class 54 contains 48102 members 
Mstep: Class 55 contains 124123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194683344.000000 Penalty: 128338.117188
Iteration 343Q: 56 clusters Score -1.946833e+08 nChanged 11050
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 65689 members 
Mstep: Class 3 contains 3996 members 
Mstep: Class 4 contains 18998 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 89158 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192032 members 
Mstep: Class 11 contains 10423 members 
Mstep: Class 12 contains 29520 members 
Mstep: Class 13 contains 36581 members 
Mstep: Class 14 contains 10916 members 
Mstep: Class 15 contains 4377 members 
Mstep: Class 16 contains 119289 members 
Mstep: Class 17 contains 10282 members 
Mstep: Class 18 contains 8904 members 
Mstep: Class 19 contains 22599 members 
Mstep: Class 20 contains 1465 members 
Mstep: Class 21 contains 31654 members 
Mstep: Class 22 contains 32299 members 
Mstep: Class 23 contains 22763 members 
Mstep: Class 24 contains 13553 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12813 members 
Mstep: Class 29 contains 33023 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 8662 members 
Mstep: Class 32 contains 7530 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 84696 members 
Mstep: Class 35 contains 86560 members 
Mstep: Class 36 contains 23226 members 
Mstep: Class 37 contains 11637 members 
Mstep: Class 38 contains 79678 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 820 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 29447 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 47230 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6930 members 
Mstep: Class 48 contains 108681 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 102384 members 
Mstep: Class 51 contains 49227 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 121524 members 
Mstep: Class 54 contains 48245 members 
Mstep: Class 55 contains 124549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194682688.000000 Penalty: 128338.117188
Iteration 344Q: 56 clusters Score -1.946827e+08 nChanged 10460
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 67495 members 
Mstep: Class 3 contains 3988 members 
Mstep: Class 4 contains 18999 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 89183 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192047 members 
Mstep: Class 11 contains 10402 members 
Mstep: Class 12 contains 29524 members 
Mstep: Class 13 contains 36569 members 
Mstep: Class 14 contains 10910 members 
Mstep: Class 15 contains 4377 members 
Mstep: Class 16 contains 118369 members 
Mstep: Class 17 contains 10297 members 
Mstep: Class 18 contains 8898 members 
Mstep: Class 19 contains 22616 members 
Mstep: Class 20 contains 1465 members 
Mstep: Class 21 contains 31654 members 
Mstep: Class 22 contains 32179 members 
Mstep: Class 23 contains 22845 members 
Mstep: Class 24 contains 13557 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12813 members 
Mstep: Class 29 contains 33008 members 
Mstep: Class 30 contains 3847 members 
Mstep: Class 31 contains 8678 members 
Mstep: Class 32 contains 7530 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 84702 members 
Mstep: Class 35 contains 86639 members 
Mstep: Class 36 contains 22768 members 
Mstep: Class 37 contains 11607 members 
Mstep: Class 38 contains 79675 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 820 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 28880 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 47283 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6938 members 
Mstep: Class 48 contains 108535 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 102540 members 
Mstep: Class 51 contains 48321 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 121841 members 
Mstep: Class 54 contains 48326 members 
Mstep: Class 55 contains 125081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194682144.000000 Penalty: 128338.117188
Iteration 345Q: 56 clusters Score -1.946821e+08 nChanged 10078
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 69245 members 
Mstep: Class 3 contains 3984 members 
Mstep: Class 4 contains 18997 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 89235 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192050 members 
Mstep: Class 11 contains 10398 members 
Mstep: Class 12 contains 29527 members 
Mstep: Class 13 contains 36594 members 
Mstep: Class 14 contains 10902 members 
Mstep: Class 15 contains 4377 members 
Mstep: Class 16 contains 117611 members 
Mstep: Class 17 contains 10306 members 
Mstep: Class 18 contains 8905 members 
Mstep: Class 19 contains 22631 members 
Mstep: Class 20 contains 1465 members 
Mstep: Class 21 contains 31659 members 
Mstep: Class 22 contains 32068 members 
Mstep: Class 23 contains 22926 members 
Mstep: Class 24 contains 13560 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12810 members 
Mstep: Class 29 contains 32998 members 
Mstep: Class 30 contains 3847 members 
Mstep: Class 31 contains 8685 members 
Mstep: Class 32 contains 7530 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 84706 members 
Mstep: Class 35 contains 86786 members 
Mstep: Class 36 contains 22273 members 
Mstep: Class 37 contains 11571 members 
Mstep: Class 38 contains 79675 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 820 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 28367 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 47367 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6933 members 
Mstep: Class 48 contains 108491 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 102804 members 
Mstep: Class 51 contains 47421 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 121971 members 
Mstep: Class 54 contains 48274 members 
Mstep: Class 55 contains 125437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194681616.000000 Penalty: 128338.117188
Iteration 346Q: 56 clusters Score -1.946816e+08 nChanged 9696
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 70985 members 
Mstep: Class 3 contains 3987 members 
Mstep: Class 4 contains 18998 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 89334 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192050 members 
Mstep: Class 11 contains 10391 members 
Mstep: Class 12 contains 29536 members 
Mstep: Class 13 contains 36629 members 
Mstep: Class 14 contains 10892 members 
Mstep: Class 15 contains 4377 members 
Mstep: Class 16 contains 116969 members 
Mstep: Class 17 contains 10304 members 
Mstep: Class 18 contains 8900 members 
Mstep: Class 19 contains 22641 members 
Mstep: Class 20 contains 1465 members 
Mstep: Class 21 contains 31665 members 
Mstep: Class 22 contains 31950 members 
Mstep: Class 23 contains 23012 members 
Mstep: Class 24 contains 13559 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12803 members 
Mstep: Class 29 contains 32985 members 
Mstep: Class 30 contains 3847 members 
Mstep: Class 31 contains 8694 members 
Mstep: Class 32 contains 7530 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 84712 members 
Mstep: Class 35 contains 86984 members 
Mstep: Class 36 contains 21790 members 
Mstep: Class 37 contains 11519 members 
Mstep: Class 38 contains 79680 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 820 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 27903 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 47425 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6935 members 
Mstep: Class 48 contains 108551 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 103011 members 
Mstep: Class 51 contains 46440 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 121900 members 
Mstep: Class 54 contains 48235 members 
Mstep: Class 55 contains 125798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194681504.000000 Penalty: 128338.117188
Iteration 347Q: 56 clusters Score -1.946815e+08 nChanged 9093
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 72765 members 
Mstep: Class 3 contains 3983 members 
Mstep: Class 4 contains 18996 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 89376 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192047 members 
Mstep: Class 11 contains 10394 members 
Mstep: Class 12 contains 29548 members 
Mstep: Class 13 contains 36657 members 
Mstep: Class 14 contains 10878 members 
Mstep: Class 15 contains 4377 members 
Mstep: Class 16 contains 116312 members 
Mstep: Class 17 contains 10306 members 
Mstep: Class 18 contains 8908 members 
Mstep: Class 19 contains 22650 members 
Mstep: Class 20 contains 1465 members 
Mstep: Class 21 contains 31664 members 
Mstep: Class 22 contains 31843 members 
Mstep: Class 23 contains 23066 members 
Mstep: Class 24 contains 13565 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12800 members 
Mstep: Class 29 contains 32978 members 
Mstep: Class 30 contains 3845 members 
Mstep: Class 31 contains 8709 members 
Mstep: Class 32 contains 7531 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 84735 members 
Mstep: Class 35 contains 87169 members 
Mstep: Class 36 contains 21345 members 
Mstep: Class 37 contains 11477 members 
Mstep: Class 38 contains 79670 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 820 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 27495 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 47460 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6929 members 
Mstep: Class 48 contains 108755 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 103180 members 
Mstep: Class 51 contains 45563 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 121709 members 
Mstep: Class 54 contains 48000 members 
Mstep: Class 55 contains 126236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194681072.000000 Penalty: 128338.117188
Iteration 348Q: 56 clusters Score -1.946811e+08 nChanged 9046
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 74561 members 
Mstep: Class 3 contains 3985 members 
Mstep: Class 4 contains 19002 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 89389 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192044 members 
Mstep: Class 11 contains 10384 members 
Mstep: Class 12 contains 29553 members 
Mstep: Class 13 contains 36659 members 
Mstep: Class 14 contains 10865 members 
Mstep: Class 15 contains 4377 members 
Mstep: Class 16 contains 115911 members 
Mstep: Class 17 contains 10307 members 
Mstep: Class 18 contains 8912 members 
Mstep: Class 19 contains 22669 members 
Mstep: Class 20 contains 1465 members 
Mstep: Class 21 contains 31668 members 
Mstep: Class 22 contains 31730 members 
Mstep: Class 23 contains 23102 members 
Mstep: Class 24 contains 13568 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12800 members 
Mstep: Class 29 contains 32954 members 
Mstep: Class 30 contains 3845 members 
Mstep: Class 31 contains 8725 members 
Mstep: Class 32 contains 7531 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 84736 members 
Mstep: Class 35 contains 87452 members 
Mstep: Class 36 contains 20889 members 
Mstep: Class 37 contains 11437 members 
Mstep: Class 38 contains 79664 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 820 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 27150 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 47446 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6939 members 
Mstep: Class 48 contains 109009 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 103323 members 
Mstep: Class 51 contains 44708 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 121393 members 
Mstep: Class 54 contains 47717 members 
Mstep: Class 55 contains 126517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194681344.000000 Penalty: 128338.117188
Iteration 349Q: 56 clusters Score -1.946813e+08 nChanged 8796
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 76414 members 
Mstep: Class 3 contains 3985 members 
Mstep: Class 4 contains 19007 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 89467 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192053 members 
Mstep: Class 11 contains 10384 members 
Mstep: Class 12 contains 29553 members 
Mstep: Class 13 contains 36698 members 
Mstep: Class 14 contains 10858 members 
Mstep: Class 15 contains 4378 members 
Mstep: Class 16 contains 115586 members 
Mstep: Class 17 contains 10313 members 
Mstep: Class 18 contains 8913 members 
Mstep: Class 19 contains 22680 members 
Mstep: Class 20 contains 1465 members 
Mstep: Class 21 contains 31666 members 
Mstep: Class 22 contains 31609 members 
Mstep: Class 23 contains 23070 members 
Mstep: Class 24 contains 13572 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12799 members 
Mstep: Class 29 contains 32928 members 
Mstep: Class 30 contains 3847 members 
Mstep: Class 31 contains 8752 members 
Mstep: Class 32 contains 7531 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 84752 members 
Mstep: Class 35 contains 87726 members 
Mstep: Class 36 contains 20436 members 
Mstep: Class 37 contains 11399 members 
Mstep: Class 38 contains 79664 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 820 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 26805 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 47405 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6918 members 
Mstep: Class 48 contains 109323 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 103345 members 
Mstep: Class 51 contains 43987 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 120994 members 
Mstep: Class 54 contains 47246 members 
Mstep: Class 55 contains 126858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680816.000000 Penalty: 128338.117188
Iteration 350Q: 56 clusters Score -1.946808e+08 nChanged 8439
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 78192 members 
Mstep: Class 3 contains 3987 members 
Mstep: Class 4 contains 19013 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 89504 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192062 members 
Mstep: Class 11 contains 10389 members 
Mstep: Class 12 contains 29555 members 
Mstep: Class 13 contains 36709 members 
Mstep: Class 14 contains 10858 members 
Mstep: Class 15 contains 4378 members 
Mstep: Class 16 contains 115481 members 
Mstep: Class 17 contains 10322 members 
Mstep: Class 18 contains 8923 members 
Mstep: Class 19 contains 22697 members 
Mstep: Class 20 contains 1466 members 
Mstep: Class 21 contains 31664 members 
Mstep: Class 22 contains 31483 members 
Mstep: Class 23 contains 23044 members 
Mstep: Class 24 contains 13576 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12798 members 
Mstep: Class 29 contains 32906 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 8769 members 
Mstep: Class 32 contains 7531 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 84754 members 
Mstep: Class 35 contains 88077 members 
Mstep: Class 36 contains 19973 members 
Mstep: Class 37 contains 11362 members 
Mstep: Class 38 contains 79663 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 820 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 26502 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 47344 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6887 members 
Mstep: Class 48 contains 109716 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 103350 members 
Mstep: Class 51 contains 43299 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 120504 members 
Mstep: Class 54 contains 46705 members 
Mstep: Class 55 contains 127097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194681312.000000 Penalty: 128338.117188
Iteration 351Q: 56 clusters Score -1.946813e+08 nChanged 8450
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 79953 members 
Mstep: Class 3 contains 3987 members 
Mstep: Class 4 contains 19023 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 89523 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192057 members 
Mstep: Class 11 contains 10382 members 
Mstep: Class 12 contains 29559 members 
Mstep: Class 13 contains 36726 members 
Mstep: Class 14 contains 10858 members 
Mstep: Class 15 contains 4378 members 
Mstep: Class 16 contains 115373 members 
Mstep: Class 17 contains 10326 members 
Mstep: Class 18 contains 8932 members 
Mstep: Class 19 contains 22707 members 
Mstep: Class 20 contains 1466 members 
Mstep: Class 21 contains 31663 members 
Mstep: Class 22 contains 31364 members 
Mstep: Class 23 contains 23040 members 
Mstep: Class 24 contains 13575 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12799 members 
Mstep: Class 29 contains 32859 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 8788 members 
Mstep: Class 32 contains 7530 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 84760 members 
Mstep: Class 35 contains 88471 members 
Mstep: Class 36 contains 19542 members 
Mstep: Class 37 contains 11333 members 
Mstep: Class 38 contains 79666 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 820 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 26232 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 47239 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6884 members 
Mstep: Class 48 contains 110195 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 103320 members 
Mstep: Class 51 contains 42617 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 119987 members 
Mstep: Class 54 contains 46117 members 
Mstep: Class 55 contains 127309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194681424.000000 Penalty: 128338.117188
Iteration 352Q: 56 clusters Score -1.946814e+08 nChanged 8079
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 81792 members 
Mstep: Class 3 contains 3984 members 
Mstep: Class 4 contains 19022 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 89567 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192049 members 
Mstep: Class 11 contains 10377 members 
Mstep: Class 12 contains 29563 members 
Mstep: Class 13 contains 36735 members 
Mstep: Class 14 contains 10857 members 
Mstep: Class 15 contains 4377 members 
Mstep: Class 16 contains 115344 members 
Mstep: Class 17 contains 10329 members 
Mstep: Class 18 contains 8937 members 
Mstep: Class 19 contains 22716 members 
Mstep: Class 20 contains 1466 members 
Mstep: Class 21 contains 31664 members 
Mstep: Class 22 contains 31243 members 
Mstep: Class 23 contains 23021 members 
Mstep: Class 24 contains 13571 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12800 members 
Mstep: Class 29 contains 32817 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 8793 members 
Mstep: Class 32 contains 7529 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 84772 members 
Mstep: Class 35 contains 88905 members 
Mstep: Class 36 contains 19156 members 
Mstep: Class 37 contains 11281 members 
Mstep: Class 38 contains 79676 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 820 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 26009 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 47127 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6885 members 
Mstep: Class 48 contains 110672 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 103184 members 
Mstep: Class 51 contains 41941 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 119438 members 
Mstep: Class 54 contains 45513 members 
Mstep: Class 55 contains 127428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194681792.000000 Penalty: 128338.117188
Iteration 353Q: 56 clusters Score -1.946818e+08 nChanged 8087
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 83668 members 
Mstep: Class 3 contains 3981 members 
Mstep: Class 4 contains 19031 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 89580 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192045 members 
Mstep: Class 11 contains 10381 members 
Mstep: Class 12 contains 29568 members 
Mstep: Class 13 contains 36760 members 
Mstep: Class 14 contains 10855 members 
Mstep: Class 15 contains 4376 members 
Mstep: Class 16 contains 115502 members 
Mstep: Class 17 contains 10330 members 
Mstep: Class 18 contains 8948 members 
Mstep: Class 19 contains 22722 members 
Mstep: Class 20 contains 1466 members 
Mstep: Class 21 contains 31667 members 
Mstep: Class 22 contains 31112 members 
Mstep: Class 23 contains 23010 members 
Mstep: Class 24 contains 13573 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12799 members 
Mstep: Class 29 contains 32775 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 8798 members 
Mstep: Class 32 contains 7529 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 84750 members 
Mstep: Class 35 contains 89312 members 
Mstep: Class 36 contains 18803 members 
Mstep: Class 37 contains 11232 members 
Mstep: Class 38 contains 79669 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 820 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 25797 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 47046 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6882 members 
Mstep: Class 48 contains 111139 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 103046 members 
Mstep: Class 51 contains 41318 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 118790 members 
Mstep: Class 54 contains 44862 members 
Mstep: Class 55 contains 127418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194682080.000000 Penalty: 128338.117188
Iteration 354Q: 56 clusters Score -1.946821e+08 nChanged 7789
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 85404 members 
Mstep: Class 3 contains 3971 members 
Mstep: Class 4 contains 19035 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 89590 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192049 members 
Mstep: Class 11 contains 10382 members 
Mstep: Class 12 contains 29572 members 
Mstep: Class 13 contains 36773 members 
Mstep: Class 14 contains 10848 members 
Mstep: Class 15 contains 4376 members 
Mstep: Class 16 contains 115711 members 
Mstep: Class 17 contains 10330 members 
Mstep: Class 18 contains 8951 members 
Mstep: Class 19 contains 22732 members 
Mstep: Class 20 contains 1465 members 
Mstep: Class 21 contains 31666 members 
Mstep: Class 22 contains 30943 members 
Mstep: Class 23 contains 22926 members 
Mstep: Class 24 contains 13579 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12797 members 
Mstep: Class 29 contains 32752 members 
Mstep: Class 30 contains 3844 members 
Mstep: Class 31 contains 8804 members 
Mstep: Class 32 contains 7528 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 84786 members 
Mstep: Class 35 contains 89661 members 
Mstep: Class 36 contains 18514 members 
Mstep: Class 37 contains 11193 members 
Mstep: Class 38 contains 79667 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 820 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 25555 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 46936 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6872 members 
Mstep: Class 48 contains 111604 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 103064 members 
Mstep: Class 51 contains 40725 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 118133 members 
Mstep: Class 54 contains 44366 members 
Mstep: Class 55 contains 127282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194682224.000000 Penalty: 128338.117188
Iteration 355Q: 56 clusters Score -1.946822e+08 nChanged 7522
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 87053 members 
Mstep: Class 3 contains 3962 members 
Mstep: Class 4 contains 19036 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 89614 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192060 members 
Mstep: Class 11 contains 10381 members 
Mstep: Class 12 contains 29572 members 
Mstep: Class 13 contains 36783 members 
Mstep: Class 14 contains 10839 members 
Mstep: Class 15 contains 4375 members 
Mstep: Class 16 contains 116072 members 
Mstep: Class 17 contains 10326 members 
Mstep: Class 18 contains 8957 members 
Mstep: Class 19 contains 22744 members 
Mstep: Class 20 contains 1465 members 
Mstep: Class 21 contains 31668 members 
Mstep: Class 22 contains 30790 members 
Mstep: Class 23 contains 22788 members 
Mstep: Class 24 contains 13582 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12797 members 
Mstep: Class 29 contains 32725 members 
Mstep: Class 30 contains 3844 members 
Mstep: Class 31 contains 8795 members 
Mstep: Class 32 contains 7527 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 84833 members 
Mstep: Class 35 contains 89924 members 
Mstep: Class 36 contains 18169 members 
Mstep: Class 37 contains 11143 members 
Mstep: Class 38 contains 79672 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 820 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 25365 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 46862 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6856 members 
Mstep: Class 48 contains 111933 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 103303 members 
Mstep: Class 51 contains 40214 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 117364 members 
Mstep: Class 54 contains 43912 members 
Mstep: Class 55 contains 127081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194681552.000000 Penalty: 128338.117188
Iteration 356Q: 56 clusters Score -1.946816e+08 nChanged 7244
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 88645 members 
Mstep: Class 3 contains 3963 members 
Mstep: Class 4 contains 19038 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 89635 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192064 members 
Mstep: Class 11 contains 10377 members 
Mstep: Class 12 contains 29572 members 
Mstep: Class 13 contains 36771 members 
Mstep: Class 14 contains 10831 members 
Mstep: Class 15 contains 4375 members 
Mstep: Class 16 contains 116448 members 
Mstep: Class 17 contains 10324 members 
Mstep: Class 18 contains 8960 members 
Mstep: Class 19 contains 22755 members 
Mstep: Class 20 contains 1464 members 
Mstep: Class 21 contains 31672 members 
Mstep: Class 22 contains 30615 members 
Mstep: Class 23 contains 22632 members 
Mstep: Class 24 contains 13585 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12796 members 
Mstep: Class 29 contains 32690 members 
Mstep: Class 30 contains 3844 members 
Mstep: Class 31 contains 8790 members 
Mstep: Class 32 contains 7526 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 84856 members 
Mstep: Class 35 contains 90157 members 
Mstep: Class 36 contains 17841 members 
Mstep: Class 37 contains 11092 members 
Mstep: Class 38 contains 79666 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 820 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 25198 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 46788 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6851 members 
Mstep: Class 48 contains 112215 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 103499 members 
Mstep: Class 51 contains 39718 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 116810 members 
Mstep: Class 54 contains 43574 members 
Mstep: Class 55 contains 126749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194681824.000000 Penalty: 128338.117188
Iteration 357Q: 56 clusters Score -1.946818e+08 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 90165 members 
Mstep: Class 3 contains 3956 members 
Mstep: Class 4 contains 19045 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 89665 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192067 members 
Mstep: Class 11 contains 10367 members 
Mstep: Class 12 contains 29574 members 
Mstep: Class 13 contains 36780 members 
Mstep: Class 14 contains 10829 members 
Mstep: Class 15 contains 4375 members 
Mstep: Class 16 contains 117012 members 
Mstep: Class 17 contains 10323 members 
Mstep: Class 18 contains 8962 members 
Mstep: Class 19 contains 22769 members 
Mstep: Class 20 contains 1464 members 
Mstep: Class 21 contains 31673 members 
Mstep: Class 22 contains 30447 members 
Mstep: Class 23 contains 22485 members 
Mstep: Class 24 contains 13590 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12795 members 
Mstep: Class 29 contains 32666 members 
Mstep: Class 30 contains 3843 members 
Mstep: Class 31 contains 8790 members 
Mstep: Class 32 contains 7525 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 84873 members 
Mstep: Class 35 contains 90322 members 
Mstep: Class 36 contains 17479 members 
Mstep: Class 37 contains 11043 members 
Mstep: Class 38 contains 79666 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 820 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 25013 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 46723 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6848 members 
Mstep: Class 48 contains 112238 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 103654 members 
Mstep: Class 51 contains 39339 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 116281 members 
Mstep: Class 54 contains 43313 members 
Mstep: Class 55 contains 126427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194682016.000000 Penalty: 128338.117188
Iteration 358Q: 56 clusters Score -1.94682e+08 nChanged 6958
Entering ConstructFrom: 
Score: -194682016.000000 Penalty: 128338.117188
Entering ConstructFrom: 
Trying to split cluster 1 (341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Entering Unmasked Estep 
Score: -22548.951172 Penalty: 947.680908
	Iteration 0F: 2 clusters Score -22548.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -21641.589844 Penalty: 1895.361816
	Iteration 0F: 3 clusters Score -21641.59 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -21846.757812 Penalty: 1895.361816
	Iteration 1F: 3 clusters Score -21846.76 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -21993.111328 Penalty: 1895.361816
	Iteration 2F: 3 clusters Score -21993.11 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -22070.917969 Penalty: 1895.361816
	Iteration 3F: 3 clusters Score -22070.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -22158.771484 Penalty: 1895.361816
	Iteration 4Q: 3 clusters Score -22158.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -22204.185547 Penalty: 1895.361816
	Iteration 5Q: 3 clusters Score -22204.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -22235.365234 Penalty: 1895.361816
	Iteration 6Q: 3 clusters Score -22235.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -22256.410156 Penalty: 1895.361816
	Iteration 7Q: 3 clusters Score -22256.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -22263.015625 Penalty: 1895.361816
	Iteration 8Q: 3 clusters Score -22263.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -22263.904297 Penalty: 1895.361816
	Iteration 9Q: 3 clusters Score -22263.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -22263.904297 Penalty: 1895.361816
	Iteration 10F: 3 clusters Score -22263.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (91604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91604 members 
Entering Unmasked Estep 
Score: -10885038.000000 Penalty: 1856.599854
	Iteration 0F: 2 clusters Score -1.088504e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45966 members 
Mstep: Class 2 contains 45638 members 
Entering Unmasked Estep 
Score: -10824255.000000 Penalty: 3713.199707
	Iteration 0F: 3 clusters Score -1.082426e+07 nChanged 43552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48222 members 
Mstep: Class 2 contains 43382 members 
Entering Unmasked Estep 
Score: -10849526.000000 Penalty: 3713.199707
	Iteration 1F: 3 clusters Score -1.084953e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49617 members 
Mstep: Class 2 contains 41987 members 
Entering Unmasked Estep 
Score: -10850448.000000 Penalty: 3713.199707
	Iteration 2Q: 3 clusters Score -1.085045e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51581 members 
Mstep: Class 2 contains 40023 members 
Entering Unmasked Estep 
Score: -10852020.000000 Penalty: 3713.199707
	Iteration 3Q: 3 clusters Score -1.085202e+07 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54350 members 
Mstep: Class 2 contains 37254 members 
Entering Unmasked Estep 
Score: -10854755.000000 Penalty: 3713.199707
	Iteration 4F: 3 clusters Score -1.085476e+07 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57744 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -10859314.000000 Penalty: 3713.199707
	Iteration 5F: 3 clusters Score -1.085931e+07 nChanged 6797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61437 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -10866197.000000 Penalty: 3713.199707
	Iteration 6F: 3 clusters Score -1.08662e+07 nChanged 6865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63908 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -10873846.000000 Penalty: 3713.199707
	Iteration 7F: 3 clusters Score -1.087385e+07 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65005 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -10878586.000000 Penalty: 3713.199707
	Iteration 8F: 3 clusters Score -1.087859e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65687 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -10880438.000000 Penalty: 3713.199707
	Iteration 9Q: 3 clusters Score -1.088044e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66366 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -10881275.000000 Penalty: 3713.199707
	Iteration 10Q: 3 clusters Score -1.088128e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67003 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -10881964.000000 Penalty: 3713.199707
	Iteration 11Q: 3 clusters Score -1.088196e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67700 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -10882471.000000 Penalty: 3713.199707
	Iteration 12Q: 3 clusters Score -1.088247e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68339 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -10882797.000000 Penalty: 3713.199707
	Iteration 13Q: 3 clusters Score -1.08828e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68957 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -10883054.000000 Penalty: 3713.199707
	Iteration 14Q: 3 clusters Score -1.088305e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69571 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -10883274.000000 Penalty: 3713.199707
	Iteration 15Q: 3 clusters Score -1.088327e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70110 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -10883362.000000 Penalty: 3713.199707
	Iteration 16Q: 3 clusters Score -1.088336e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70628 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -10883402.000000 Penalty: 3713.199707
	Iteration 17Q: 3 clusters Score -1.08834e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71152 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -10883510.000000 Penalty: 3713.199707
	Iteration 18Q: 3 clusters Score -1.088351e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71664 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -10883624.000000 Penalty: 3713.199707
	Iteration 19Q: 3 clusters Score -1.088362e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72227 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -10883681.000000 Penalty: 3713.199707
	Iteration 20F: 3 clusters Score -1.088368e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72756 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -10883706.000000 Penalty: 3713.199707
	Iteration 21Q: 3 clusters Score -1.088371e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73245 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -10883789.000000 Penalty: 3713.199707
	Iteration 22Q: 3 clusters Score -1.088379e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73759 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -10883872.000000 Penalty: 3713.199707
	Iteration 23Q: 3 clusters Score -1.088387e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74217 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -10883881.000000 Penalty: 3713.199707
	Iteration 24Q: 3 clusters Score -1.088388e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74667 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -10883945.000000 Penalty: 3713.199707
	Iteration 25Q: 3 clusters Score -1.088394e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75091 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -10883997.000000 Penalty: 3713.199707
	Iteration 26Q: 3 clusters Score -1.0884e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75528 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -10884027.000000 Penalty: 3713.199707
	Iteration 27Q: 3 clusters Score -1.088403e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75942 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -10884068.000000 Penalty: 3713.199707
	Iteration 28Q: 3 clusters Score -1.088407e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76297 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -10884080.000000 Penalty: 3713.199707
	Iteration 29Q: 3 clusters Score -1.088408e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76613 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -10884060.000000 Penalty: 3713.199707
	Iteration 30Q: 3 clusters Score -1.088406e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76970 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -10884041.000000 Penalty: 3713.199707
	Iteration 31Q: 3 clusters Score -1.088404e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77349 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -10884091.000000 Penalty: 3713.199707
	Iteration 32Q: 3 clusters Score -1.088409e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77727 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -10884164.000000 Penalty: 3713.199707
	Iteration 33Q: 3 clusters Score -1.088416e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78072 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -10884228.000000 Penalty: 3713.199707
	Iteration 34Q: 3 clusters Score -1.088423e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78443 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -10884279.000000 Penalty: 3713.199707
	Iteration 35Q: 3 clusters Score -1.088428e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78807 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -10884256.000000 Penalty: 3713.199707
	Iteration 36Q: 3 clusters Score -1.088426e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79142 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -10884286.000000 Penalty: 3713.199707
	Iteration 37Q: 3 clusters Score -1.088429e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79487 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -10884305.000000 Penalty: 3713.199707
	Iteration 38Q: 3 clusters Score -1.08843e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79847 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -10884342.000000 Penalty: 3713.199707
	Iteration 39Q: 3 clusters Score -1.088434e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80194 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -10884366.000000 Penalty: 3713.199707
	Iteration 40F: 3 clusters Score -1.088437e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80488 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -10884365.000000 Penalty: 3713.199707
	Iteration 41Q: 3 clusters Score -1.088436e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80768 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -10884344.000000 Penalty: 3713.199707
	Iteration 42Q: 3 clusters Score -1.088434e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81056 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -10884365.000000 Penalty: 3713.199707
	Iteration 43Q: 3 clusters Score -1.088436e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81301 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -10884361.000000 Penalty: 3713.199707
	Iteration 44Q: 3 clusters Score -1.088436e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81553 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -10884398.000000 Penalty: 3713.199707
	Iteration 45Q: 3 clusters Score -1.08844e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81758 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -10884400.000000 Penalty: 3713.199707
	Iteration 46Q: 3 clusters Score -1.08844e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81954 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -10884413.000000 Penalty: 3713.199707
	Iteration 47Q: 3 clusters Score -1.088441e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82141 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -10884448.000000 Penalty: 3713.199707
	Iteration 48Q: 3 clusters Score -1.088445e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82302 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -10884458.000000 Penalty: 3713.199707
	Iteration 49Q: 3 clusters Score -1.088446e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82456 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -10884500.000000 Penalty: 3713.199707
	Iteration 50Q: 3 clusters Score -1.08845e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82616 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -10884501.000000 Penalty: 3713.199707
	Iteration 51Q: 3 clusters Score -1.08845e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82758 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -10884503.000000 Penalty: 3713.199707
	Iteration 52Q: 3 clusters Score -1.08845e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82865 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -10884493.000000 Penalty: 3713.199707
	Iteration 53Q: 3 clusters Score -1.088449e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82985 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -10884497.000000 Penalty: 3713.199707
	Iteration 54Q: 3 clusters Score -1.08845e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83070 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -10884496.000000 Penalty: 3713.199707
	Iteration 55Q: 3 clusters Score -1.08845e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83121 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -10884514.000000 Penalty: 3713.199707
	Iteration 56Q: 3 clusters Score -1.088451e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83164 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -10884500.000000 Penalty: 3713.199707
	Iteration 57Q: 3 clusters Score -1.08845e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83222 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -10884503.000000 Penalty: 3713.199707
	Iteration 58Q: 3 clusters Score -1.08845e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83282 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -10884511.000000 Penalty: 3713.199707
	Iteration 59Q: 3 clusters Score -1.088451e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83346 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -10884496.000000 Penalty: 3713.199707
	Iteration 60F: 3 clusters Score -1.08845e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83404 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -10884491.000000 Penalty: 3713.199707
	Iteration 61Q: 3 clusters Score -1.088449e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83451 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -10884493.000000 Penalty: 3713.199707
	Iteration 62Q: 3 clusters Score -1.088449e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83507 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -10884500.000000 Penalty: 3713.199707
	Iteration 63Q: 3 clusters Score -1.08845e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83568 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -10884509.000000 Penalty: 3713.199707
	Iteration 64Q: 3 clusters Score -1.088451e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83635 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -10884495.000000 Penalty: 3713.199707
	Iteration 65Q: 3 clusters Score -1.08845e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83701 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -10884476.000000 Penalty: 3713.199707
	Iteration 66Q: 3 clusters Score -1.088448e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83757 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -10884474.000000 Penalty: 3713.199707
	Iteration 67Q: 3 clusters Score -1.088447e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83804 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -10884458.000000 Penalty: 3713.199707
	Iteration 68Q: 3 clusters Score -1.088446e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83849 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -10884475.000000 Penalty: 3713.199707
	Iteration 69Q: 3 clusters Score -1.088448e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83890 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -10884505.000000 Penalty: 3713.199707
	Iteration 70Q: 3 clusters Score -1.08845e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83927 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -10884494.000000 Penalty: 3713.199707
	Iteration 71Q: 3 clusters Score -1.088449e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83950 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -10884487.000000 Penalty: 3713.199707
	Iteration 72Q: 3 clusters Score -1.088449e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83970 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -10884484.000000 Penalty: 3713.199707
	Iteration 73Q: 3 clusters Score -1.088448e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83986 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -10884497.000000 Penalty: 3713.199707
	Iteration 74Q: 3 clusters Score -1.08845e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84006 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -10884513.000000 Penalty: 3713.199707
	Iteration 75Q: 3 clusters Score -1.088451e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84034 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -10884481.000000 Penalty: 3713.199707
	Iteration 76Q: 3 clusters Score -1.088448e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84057 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -10884483.000000 Penalty: 3713.199707
	Iteration 77Q: 3 clusters Score -1.088448e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84072 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -10884490.000000 Penalty: 3713.199707
	Iteration 78Q: 3 clusters Score -1.088449e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84086 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -10884486.000000 Penalty: 3713.199707
	Iteration 79Q: 3 clusters Score -1.088449e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84093 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -10884486.000000 Penalty: 3713.199707
	Iteration 80F: 3 clusters Score -1.088449e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84107 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -10884470.000000 Penalty: 3713.199707
	Iteration 81Q: 3 clusters Score -1.088447e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84117 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -10884472.000000 Penalty: 3713.199707
	Iteration 82Q: 3 clusters Score -1.088447e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84121 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -10884471.000000 Penalty: 3713.199707
	Iteration 83Q: 3 clusters Score -1.088447e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84127 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -10884469.000000 Penalty: 3713.199707
	Iteration 84Q: 3 clusters Score -1.088447e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84132 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -10884467.000000 Penalty: 3713.199707
	Iteration 85Q: 3 clusters Score -1.088447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84134 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -10884470.000000 Penalty: 3713.199707
	Iteration 86Q: 3 clusters Score -1.088447e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84134 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -10884470.000000 Penalty: 3713.199707
	Iteration 87F: 3 clusters Score -1.088447e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Entering Unmasked Estep 
Score: -452795.437500 Penalty: 1345.285767
	Iteration 0F: 2 clusters Score -452795.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -449421.656250 Penalty: 2690.571533
	Iteration 0F: 3 clusters Score -449421.7 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -450285.718750 Penalty: 2690.571533
	Iteration 1F: 3 clusters Score -450285.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -450449.562500 Penalty: 2690.571533
	Iteration 2F: 3 clusters Score -450449.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -450561.781250 Penalty: 2690.571533
	Iteration 3F: 3 clusters Score -450561.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -450650.156250 Penalty: 2690.571533
	Iteration 4Q: 3 clusters Score -450650.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -450715.687500 Penalty: 2690.571533
	Iteration 5Q: 3 clusters Score -450715.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -450766.218750 Penalty: 2690.571533
	Iteration 6Q: 3 clusters Score -450766.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -450809.500000 Penalty: 2690.571533
	Iteration 7Q: 3 clusters Score -450809.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -450857.718750 Penalty: 2690.571533
	Iteration 8Q: 3 clusters Score -450857.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -450907.781250 Penalty: 2690.571533
	Iteration 9Q: 3 clusters Score -450907.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -450968.562500 Penalty: 2690.571533
	Iteration 10Q: 3 clusters Score -450968.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -451018.125000 Penalty: 2690.571533
	Iteration 11Q: 3 clusters Score -451018.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -451058.625000 Penalty: 2690.571533
	Iteration 12Q: 3 clusters Score -451058.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -451096.156250 Penalty: 2690.571533
	Iteration 13Q: 3 clusters Score -451096.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -451136.093750 Penalty: 2690.571533
	Iteration 14Q: 3 clusters Score -451136.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -451188.343750 Penalty: 2690.571533
	Iteration 15Q: 3 clusters Score -451188.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -451249.312500 Penalty: 2690.571533
	Iteration 16Q: 3 clusters Score -451249.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -451307.437500 Penalty: 2690.571533
	Iteration 17Q: 3 clusters Score -451307.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -451365.156250 Penalty: 2690.571533
	Iteration 18Q: 3 clusters Score -451365.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -451412.437500 Penalty: 2690.571533
	Iteration 19Q: 3 clusters Score -451412.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -451454.406250 Penalty: 2690.571533
	Iteration 20F: 3 clusters Score -451454.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -451495.750000 Penalty: 2690.571533
	Iteration 21Q: 3 clusters Score -451495.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -451527.625000 Penalty: 2690.571533
	Iteration 22Q: 3 clusters Score -451527.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -451554.250000 Penalty: 2690.571533
	Iteration 23Q: 3 clusters Score -451554.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -451572.062500 Penalty: 2690.571533
	Iteration 24Q: 3 clusters Score -451572.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -451591.968750 Penalty: 2690.571533
	Iteration 25Q: 3 clusters Score -451592 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -451606.125000 Penalty: 2690.571533
	Iteration 26Q: 3 clusters Score -451606.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -451614.968750 Penalty: 2690.571533
	Iteration 27Q: 3 clusters Score -451615 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -451621.312500 Penalty: 2690.571533
	Iteration 28Q: 3 clusters Score -451621.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -451624.718750 Penalty: 2690.571533
	Iteration 29Q: 3 clusters Score -451624.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -451626.531250 Penalty: 2690.571533
	Iteration 30Q: 3 clusters Score -451626.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -451629.656250 Penalty: 2690.571533
	Iteration 31Q: 3 clusters Score -451629.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -451632.187500 Penalty: 2690.571533
	Iteration 32Q: 3 clusters Score -451632.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -451633.187500 Penalty: 2690.571533
	Iteration 33Q: 3 clusters Score -451633.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -451633.375000 Penalty: 2690.571533
	Iteration 34Q: 3 clusters Score -451633.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -451633.875000 Penalty: 2690.571533
	Iteration 35Q: 3 clusters Score -451633.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -451634.312500 Penalty: 2690.571533
	Iteration 36Q: 3 clusters Score -451634.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -451634.312500 Penalty: 2690.571533
	Iteration 37Q: 3 clusters Score -451634.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -451634.312500 Penalty: 2690.571533
	Iteration 38F: 3 clusters Score -451634.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Entering Unmasked Estep 
Score: -2196178.000000 Penalty: 1601.434204
	Iteration 0F: 2 clusters Score -2196178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -2183095.000000 Penalty: 3202.868408
	Iteration 0F: 3 clusters Score -2183095 nChanged 8530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -2187925.750000 Penalty: 3202.868408
	Iteration 1F: 3 clusters Score -2187926 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -2188493.000000 Penalty: 3202.868408
	Iteration 2F: 3 clusters Score -2188493 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -2189164.500000 Penalty: 3202.868408
	Iteration 3F: 3 clusters Score -2189164 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -2190037.500000 Penalty: 3202.868408
	Iteration 4F: 3 clusters Score -2190038 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -2191103.000000 Penalty: 3202.868408
	Iteration 5F: 3 clusters Score -2191103 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -2192158.750000 Penalty: 3202.868408
	Iteration 6F: 3 clusters Score -2192159 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2193042.750000 Penalty: 3202.868408
	Iteration 7F: 3 clusters Score -2193043 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2193750.750000 Penalty: 3202.868408
	Iteration 8Q: 3 clusters Score -2193751 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2194188.750000 Penalty: 3202.868408
	Iteration 9Q: 3 clusters Score -2194189 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2194472.000000 Penalty: 3202.868408
	Iteration 10Q: 3 clusters Score -2194472 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2194614.250000 Penalty: 3202.868408
	Iteration 11Q: 3 clusters Score -2194614 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2194691.750000 Penalty: 3202.868408
	Iteration 12Q: 3 clusters Score -2194692 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2194720.500000 Penalty: 3202.868408
	Iteration 13Q: 3 clusters Score -2194720 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2194746.500000 Penalty: 3202.868408
	Iteration 14Q: 3 clusters Score -2194746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2194770.750000 Penalty: 3202.868408
	Iteration 15Q: 3 clusters Score -2194771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2194777.500000 Penalty: 3202.868408
	Iteration 16Q: 3 clusters Score -2194778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2194785.750000 Penalty: 3202.868408
	Iteration 17Q: 3 clusters Score -2194786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2194792.500000 Penalty: 3202.868408
	Iteration 18Q: 3 clusters Score -2194792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2194794.750000 Penalty: 3202.868408
	Iteration 19Q: 3 clusters Score -2194795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2194801.750000 Penalty: 3202.868408
	Iteration 20F: 3 clusters Score -2194802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2194805.000000 Penalty: 3202.868408
	Iteration 21Q: 3 clusters Score -2194805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2194809.500000 Penalty: 3202.868408
	Iteration 22Q: 3 clusters Score -2194810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2194813.000000 Penalty: 3202.868408
	Iteration 23Q: 3 clusters Score -2194813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2194812.500000 Penalty: 3202.868408
	Iteration 24Q: 3 clusters Score -2194812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2194812.000000 Penalty: 3202.868408
	Iteration 25Q: 3 clusters Score -2194812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2194812.000000 Penalty: 3202.868408
	Iteration 26F: 3 clusters Score -2194812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -47670.097656 Penalty: 1026.539307
	Iteration 0F: 2 clusters Score -47670.1 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 283 members 
Entering Unmasked Estep 
Score: -46670.019531 Penalty: 2053.078613
	Iteration 0F: 3 clusters Score -46670.02 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -46993.953125 Penalty: 2053.078613
	Iteration 1F: 3 clusters Score -46993.95 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -47106.214844 Penalty: 2053.078613
	Iteration 2F: 3 clusters Score -47106.21 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -47183.062500 Penalty: 2053.078613
	Iteration 3F: 3 clusters Score -47183.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -47229.097656 Penalty: 2053.078613
	Iteration 4Q: 3 clusters Score -47229.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -47253.972656 Penalty: 2053.078613
	Iteration 5Q: 3 clusters Score -47253.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -47267.863281 Penalty: 2053.078613
	Iteration 6Q: 3 clusters Score -47267.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -47273.617188 Penalty: 2053.078613
	Iteration 7Q: 3 clusters Score -47273.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -47279.402344 Penalty: 2053.078613
	Iteration 8Q: 3 clusters Score -47279.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -47281.761719 Penalty: 2053.078613
	Iteration 9Q: 3 clusters Score -47281.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -47282.398438 Penalty: 2053.078613
	Iteration 10Q: 3 clusters Score -47282.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -47282.398438 Penalty: 2053.078613
	Iteration 11F: 3 clusters Score -47282.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Entering Unmasked Estep 
Score: -42530.046875 Penalty: 993.473389
	Iteration 0F: 2 clusters Score -42530.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -41503.933594 Penalty: 1986.946777
	Iteration 0F: 3 clusters Score -41503.93 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -41726.949219 Penalty: 1986.946777
	Iteration 1F: 3 clusters Score -41726.95 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -41804.523438 Penalty: 1986.946777
	Iteration 2F: 3 clusters Score -41804.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -41836.324219 Penalty: 1986.946777
	Iteration 3Q: 3 clusters Score -41836.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -41848.425781 Penalty: 1986.946777
	Iteration 4Q: 3 clusters Score -41848.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -41855.007812 Penalty: 1986.946777
	Iteration 5Q: 3 clusters Score -41855.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -41859.195312 Penalty: 1986.946777
	Iteration 6Q: 3 clusters Score -41859.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -41859.945312 Penalty: 1986.946777
	Iteration 7Q: 3 clusters Score -41859.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -41859.945312 Penalty: 1986.946777
	Iteration 8F: 3 clusters Score -41859.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (89694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89694 members 
Entering Unmasked Estep 
Score: -10195692.000000 Penalty: 1853.175903
	Iteration 0F: 2 clusters Score -1.019569e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44795 members 
Mstep: Class 2 contains 44899 members 
Entering Unmasked Estep 
Score: -10135639.000000 Penalty: 3706.351807
	Iteration 0F: 3 clusters Score -1.013564e+07 nChanged 42811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43168 members 
Mstep: Class 2 contains 46526 members 
Entering Unmasked Estep 
Score: -10160572.000000 Penalty: 3706.351807
	Iteration 1F: 3 clusters Score -1.016057e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42176 members 
Mstep: Class 2 contains 47518 members 
Entering Unmasked Estep 
Score: -10161377.000000 Penalty: 3706.351807
	Iteration 2Q: 3 clusters Score -1.016138e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40684 members 
Mstep: Class 2 contains 49010 members 
Entering Unmasked Estep 
Score: -10162491.000000 Penalty: 3706.351807
	Iteration 3Q: 3 clusters Score -1.016249e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38522 members 
Mstep: Class 2 contains 51172 members 
Entering Unmasked Estep 
Score: -10164187.000000 Penalty: 3706.351807
	Iteration 4Q: 3 clusters Score -1.016419e+07 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35503 members 
Mstep: Class 2 contains 54191 members 
Entering Unmasked Estep 
Score: -10166861.000000 Penalty: 3706.351807
	Iteration 5F: 3 clusters Score -1.016686e+07 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31621 members 
Mstep: Class 2 contains 58073 members 
Entering Unmasked Estep 
Score: -10170466.000000 Penalty: 3706.351807
	Iteration 6F: 3 clusters Score -1.017047e+07 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 62372 members 
Entering Unmasked Estep 
Score: -10174951.000000 Penalty: 3706.351807
	Iteration 7F: 3 clusters Score -1.017495e+07 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 66357 members 
Entering Unmasked Estep 
Score: -10179350.000000 Penalty: 3706.351807
	Iteration 8F: 3 clusters Score -1.017935e+07 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 69518 members 
Entering Unmasked Estep 
Score: -10183342.000000 Penalty: 3706.351807
	Iteration 9F: 3 clusters Score -1.018334e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 71819 members 
Entering Unmasked Estep 
Score: -10185998.000000 Penalty: 3706.351807
	Iteration 10Q: 3 clusters Score -1.0186e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 73600 members 
Entering Unmasked Estep 
Score: -10187935.000000 Penalty: 3706.351807
	Iteration 11Q: 3 clusters Score -1.018794e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 75054 members 
Entering Unmasked Estep 
Score: -10189357.000000 Penalty: 3706.351807
	Iteration 12Q: 3 clusters Score -1.018936e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 76315 members 
Entering Unmasked Estep 
Score: -10190561.000000 Penalty: 3706.351807
	Iteration 13Q: 3 clusters Score -1.019056e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 77376 members 
Entering Unmasked Estep 
Score: -10191583.000000 Penalty: 3706.351807
	Iteration 14Q: 3 clusters Score -1.019158e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 78169 members 
Entering Unmasked Estep 
Score: -10192299.000000 Penalty: 3706.351807
	Iteration 15Q: 3 clusters Score -1.01923e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 78777 members 
Entering Unmasked Estep 
Score: -10192756.000000 Penalty: 3706.351807
	Iteration 16Q: 3 clusters Score -1.019276e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 79266 members 
Entering Unmasked Estep 
Score: -10193083.000000 Penalty: 3706.351807
	Iteration 17Q: 3 clusters Score -1.019308e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 79692 members 
Entering Unmasked Estep 
Score: -10193326.000000 Penalty: 3706.351807
	Iteration 18Q: 3 clusters Score -1.019333e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 80066 members 
Entering Unmasked Estep 
Score: -10193480.000000 Penalty: 3706.351807
	Iteration 19Q: 3 clusters Score -1.019348e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 80374 members 
Entering Unmasked Estep 
Score: -10193568.000000 Penalty: 3706.351807
	Iteration 20F: 3 clusters Score -1.019357e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 80628 members 
Entering Unmasked Estep 
Score: -10193624.000000 Penalty: 3706.351807
	Iteration 21Q: 3 clusters Score -1.019362e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 80867 members 
Entering Unmasked Estep 
Score: -10193710.000000 Penalty: 3706.351807
	Iteration 22Q: 3 clusters Score -1.019371e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 81097 members 
Entering Unmasked Estep 
Score: -10193734.000000 Penalty: 3706.351807
	Iteration 23Q: 3 clusters Score -1.019373e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 81320 members 
Entering Unmasked Estep 
Score: -10193767.000000 Penalty: 3706.351807
	Iteration 24Q: 3 clusters Score -1.019377e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 81509 members 
Entering Unmasked Estep 
Score: -10193838.000000 Penalty: 3706.351807
	Iteration 25Q: 3 clusters Score -1.019384e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 81703 members 
Entering Unmasked Estep 
Score: -10193885.000000 Penalty: 3706.351807
	Iteration 26Q: 3 clusters Score -1.019388e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 81865 members 
Entering Unmasked Estep 
Score: -10193872.000000 Penalty: 3706.351807
	Iteration 27Q: 3 clusters Score -1.019387e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 82016 members 
Entering Unmasked Estep 
Score: -10193914.000000 Penalty: 3706.351807
	Iteration 28Q: 3 clusters Score -1.019391e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 82137 members 
Entering Unmasked Estep 
Score: -10193920.000000 Penalty: 3706.351807
	Iteration 29Q: 3 clusters Score -1.019392e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 82258 members 
Entering Unmasked Estep 
Score: -10193962.000000 Penalty: 3706.351807
	Iteration 30Q: 3 clusters Score -1.019396e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 82380 members 
Entering Unmasked Estep 
Score: -10193928.000000 Penalty: 3706.351807
	Iteration 31Q: 3 clusters Score -1.019393e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 82490 members 
Entering Unmasked Estep 
Score: -10193948.000000 Penalty: 3706.351807
	Iteration 32Q: 3 clusters Score -1.019395e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 82602 members 
Entering Unmasked Estep 
Score: -10193939.000000 Penalty: 3706.351807
	Iteration 33Q: 3 clusters Score -1.019394e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 82721 members 
Entering Unmasked Estep 
Score: -10193940.000000 Penalty: 3706.351807
	Iteration 34Q: 3 clusters Score -1.019394e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 82827 members 
Entering Unmasked Estep 
Score: -10193945.000000 Penalty: 3706.351807
	Iteration 35Q: 3 clusters Score -1.019394e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 82928 members 
Entering Unmasked Estep 
Score: -10193949.000000 Penalty: 3706.351807
	Iteration 36Q: 3 clusters Score -1.019395e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 83019 members 
Entering Unmasked Estep 
Score: -10193972.000000 Penalty: 3706.351807
	Iteration 37Q: 3 clusters Score -1.019397e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 83121 members 
Entering Unmasked Estep 
Score: -10194006.000000 Penalty: 3706.351807
	Iteration 38Q: 3 clusters Score -1.019401e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 83198 members 
Entering Unmasked Estep 
Score: -10194006.000000 Penalty: 3706.351807
	Iteration 39Q: 3 clusters Score -1.019401e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 83263 members 
Entering Unmasked Estep 
Score: -10193987.000000 Penalty: 3706.351807
	Iteration 40F: 3 clusters Score -1.019399e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 83325 members 
Entering Unmasked Estep 
Score: -10193998.000000 Penalty: 3706.351807
	Iteration 41Q: 3 clusters Score -1.0194e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 83386 members 
Entering Unmasked Estep 
Score: -10193999.000000 Penalty: 3706.351807
	Iteration 42Q: 3 clusters Score -1.0194e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 83438 members 
Entering Unmasked Estep 
Score: -10193992.000000 Penalty: 3706.351807
	Iteration 43Q: 3 clusters Score -1.019399e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 83494 members 
Entering Unmasked Estep 
Score: -10193998.000000 Penalty: 3706.351807
	Iteration 44Q: 3 clusters Score -1.0194e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 83541 members 
Entering Unmasked Estep 
Score: -10194006.000000 Penalty: 3706.351807
	Iteration 45Q: 3 clusters Score -1.019401e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 83589 members 
Entering Unmasked Estep 
Score: -10194004.000000 Penalty: 3706.351807
	Iteration 46Q: 3 clusters Score -1.0194e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 83632 members 
Entering Unmasked Estep 
Score: -10194014.000000 Penalty: 3706.351807
	Iteration 47Q: 3 clusters Score -1.019401e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 83674 members 
Entering Unmasked Estep 
Score: -10194020.000000 Penalty: 3706.351807
	Iteration 48Q: 3 clusters Score -1.019402e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 83716 members 
Entering Unmasked Estep 
Score: -10194020.000000 Penalty: 3706.351807
	Iteration 49Q: 3 clusters Score -1.019402e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 83753 members 
Entering Unmasked Estep 
Score: -10194045.000000 Penalty: 3706.351807
	Iteration 50Q: 3 clusters Score -1.019404e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 83791 members 
Entering Unmasked Estep 
Score: -10194049.000000 Penalty: 3706.351807
	Iteration 51Q: 3 clusters Score -1.019405e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 83820 members 
Entering Unmasked Estep 
Score: -10194043.000000 Penalty: 3706.351807
	Iteration 52Q: 3 clusters Score -1.019404e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 83847 members 
Entering Unmasked Estep 
Score: -10194047.000000 Penalty: 3706.351807
	Iteration 53Q: 3 clusters Score -1.019405e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 83871 members 
Entering Unmasked Estep 
Score: -10194043.000000 Penalty: 3706.351807
	Iteration 54Q: 3 clusters Score -1.019404e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 83908 members 
Entering Unmasked Estep 
Score: -10194043.000000 Penalty: 3706.351807
	Iteration 55Q: 3 clusters Score -1.019404e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 83949 members 
Entering Unmasked Estep 
Score: -10194056.000000 Penalty: 3706.351807
	Iteration 56Q: 3 clusters Score -1.019406e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 83999 members 
Entering Unmasked Estep 
Score: -10194042.000000 Penalty: 3706.351807
	Iteration 57Q: 3 clusters Score -1.019404e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 84039 members 
Entering Unmasked Estep 
Score: -10194040.000000 Penalty: 3706.351807
	Iteration 58Q: 3 clusters Score -1.019404e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 84084 members 
Entering Unmasked Estep 
Score: -10194053.000000 Penalty: 3706.351807
	Iteration 59Q: 3 clusters Score -1.019405e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 84129 members 
Entering Unmasked Estep 
Score: -10194075.000000 Penalty: 3706.351807
	Iteration 60F: 3 clusters Score -1.019408e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 84162 members 
Entering Unmasked Estep 
Score: -10194073.000000 Penalty: 3706.351807
	Iteration 61Q: 3 clusters Score -1.019407e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 84188 members 
Entering Unmasked Estep 
Score: -10194049.000000 Penalty: 3706.351807
	Iteration 62Q: 3 clusters Score -1.019405e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 84219 members 
Entering Unmasked Estep 
Score: -10194063.000000 Penalty: 3706.351807
	Iteration 63Q: 3 clusters Score -1.019406e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 84248 members 
Entering Unmasked Estep 
Score: -10194056.000000 Penalty: 3706.351807
	Iteration 64Q: 3 clusters Score -1.019406e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 84281 members 
Entering Unmasked Estep 
Score: -10194069.000000 Penalty: 3706.351807
	Iteration 65Q: 3 clusters Score -1.019407e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 84319 members 
Entering Unmasked Estep 
Score: -10194068.000000 Penalty: 3706.351807
	Iteration 66Q: 3 clusters Score -1.019407e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 84346 members 
Entering Unmasked Estep 
Score: -10194056.000000 Penalty: 3706.351807
	Iteration 67Q: 3 clusters Score -1.019406e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 84366 members 
Entering Unmasked Estep 
Score: -10194085.000000 Penalty: 3706.351807
	Iteration 68Q: 3 clusters Score -1.019408e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 84383 members 
Entering Unmasked Estep 
Score: -10194077.000000 Penalty: 3706.351807
	Iteration 69Q: 3 clusters Score -1.019408e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 84399 members 
Entering Unmasked Estep 
Score: -10194079.000000 Penalty: 3706.351807
	Iteration 70Q: 3 clusters Score -1.019408e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 84408 members 
Entering Unmasked Estep 
Score: -10194088.000000 Penalty: 3706.351807
	Iteration 71Q: 3 clusters Score -1.019409e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 84418 members 
Entering Unmasked Estep 
Score: -10194083.000000 Penalty: 3706.351807
	Iteration 72Q: 3 clusters Score -1.019408e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 84427 members 
Entering Unmasked Estep 
Score: -10194093.000000 Penalty: 3706.351807
	Iteration 73Q: 3 clusters Score -1.019409e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 84438 members 
Entering Unmasked Estep 
Score: -10194083.000000 Penalty: 3706.351807
	Iteration 74Q: 3 clusters Score -1.019408e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 84450 members 
Entering Unmasked Estep 
Score: -10194086.000000 Penalty: 3706.351807
	Iteration 75Q: 3 clusters Score -1.019409e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 84463 members 
Entering Unmasked Estep 
Score: -10194088.000000 Penalty: 3706.351807
	Iteration 76Q: 3 clusters Score -1.019409e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 84480 members 
Entering Unmasked Estep 
Score: -10194084.000000 Penalty: 3706.351807
	Iteration 77Q: 3 clusters Score -1.019408e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 84494 members 
Entering Unmasked Estep 
Score: -10194090.000000 Penalty: 3706.351807
	Iteration 78Q: 3 clusters Score -1.019409e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 84506 members 
Entering Unmasked Estep 
Score: -10194096.000000 Penalty: 3706.351807
	Iteration 79Q: 3 clusters Score -1.01941e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 84515 members 
Entering Unmasked Estep 
Score: -10194092.000000 Penalty: 3706.351807
	Iteration 80F: 3 clusters Score -1.019409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 84519 members 
Entering Unmasked Estep 
Score: -10194087.000000 Penalty: 3706.351807
	Iteration 81Q: 3 clusters Score -1.019409e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 84525 members 
Entering Unmasked Estep 
Score: -10194084.000000 Penalty: 3706.351807
	Iteration 82Q: 3 clusters Score -1.019408e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 84531 members 
Entering Unmasked Estep 
Score: -10194079.000000 Penalty: 3706.351807
	Iteration 83Q: 3 clusters Score -1.019408e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 84535 members 
Entering Unmasked Estep 
Score: -10194089.000000 Penalty: 3706.351807
	Iteration 84Q: 3 clusters Score -1.019409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 84539 members 
Entering Unmasked Estep 
Score: -10194091.000000 Penalty: 3706.351807
	Iteration 85Q: 3 clusters Score -1.019409e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 84542 members 
Entering Unmasked Estep 
Score: -10194101.000000 Penalty: 3706.351807
	Iteration 86Q: 3 clusters Score -1.01941e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 84550 members 
Entering Unmasked Estep 
Score: -10194098.000000 Penalty: 3706.351807
	Iteration 87Q: 3 clusters Score -1.01941e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 84557 members 
Entering Unmasked Estep 
Score: -10194108.000000 Penalty: 3706.351807
	Iteration 88Q: 3 clusters Score -1.019411e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 84564 members 
Entering Unmasked Estep 
Score: -10194116.000000 Penalty: 3706.351807
	Iteration 89Q: 3 clusters Score -1.019412e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 84569 members 
Entering Unmasked Estep 
Score: -10194112.000000 Penalty: 3706.351807
	Iteration 90Q: 3 clusters Score -1.019411e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 84576 members 
Entering Unmasked Estep 
Score: -10194116.000000 Penalty: 3706.351807
	Iteration 91Q: 3 clusters Score -1.019412e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 84586 members 
Entering Unmasked Estep 
Score: -10194110.000000 Penalty: 3706.351807
	Iteration 92Q: 3 clusters Score -1.019411e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 84592 members 
Entering Unmasked Estep 
Score: -10194114.000000 Penalty: 3706.351807
	Iteration 93Q: 3 clusters Score -1.019411e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 84595 members 
Entering Unmasked Estep 
Score: -10194115.000000 Penalty: 3706.351807
	Iteration 94Q: 3 clusters Score -1.019412e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 84600 members 
Entering Unmasked Estep 
Score: -10194118.000000 Penalty: 3706.351807
	Iteration 95Q: 3 clusters Score -1.019412e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 84604 members 
Entering Unmasked Estep 
Score: -10194120.000000 Penalty: 3706.351807
	Iteration 96Q: 3 clusters Score -1.019412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 84607 members 
Entering Unmasked Estep 
Score: -10194110.000000 Penalty: 3706.351807
	Iteration 97Q: 3 clusters Score -1.019411e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 84610 members 
Entering Unmasked Estep 
Score: -10194106.000000 Penalty: 3706.351807
	Iteration 98Q: 3 clusters Score -1.019411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 84612 members 
Entering Unmasked Estep 
Score: -10194113.000000 Penalty: 3706.351807
	Iteration 99Q: 3 clusters Score -1.019411e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 84613 members 
Entering Unmasked Estep 
Score: -10194106.000000 Penalty: 3706.351807
	Iteration 100F: 3 clusters Score -1.019411e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 84614 members 
Entering Unmasked Estep 
Score: -10194108.000000 Penalty: 3706.351807
	Iteration 101Q: 3 clusters Score -1.019411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 84616 members 
Entering Unmasked Estep 
Score: -10194110.000000 Penalty: 3706.351807
	Iteration 102Q: 3 clusters Score -1.019411e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 84619 members 
Entering Unmasked Estep 
Score: -10194125.000000 Penalty: 3706.351807
	Iteration 103Q: 3 clusters Score -1.019412e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 84621 members 
Entering Unmasked Estep 
Score: -10194119.000000 Penalty: 3706.351807
	Iteration 104Q: 3 clusters Score -1.019412e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 84621 members 
Entering Unmasked Estep 
Score: -10194119.000000 Penalty: 3706.351807
	Iteration 105F: 3 clusters Score -1.019412e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -13386.933594 Penalty: 891.952393
	Iteration 0F: 2 clusters Score -13386.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12778.561523 Penalty: 1783.904785
	Iteration 0F: 3 clusters Score -12778.56 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12964.820312 Penalty: 1783.904785
	Iteration 1F: 3 clusters Score -12964.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -13013.063477 Penalty: 1783.904785
	Iteration 2F: 3 clusters Score -13013.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -13062.074219 Penalty: 1783.904785
	Iteration 3Q: 3 clusters Score -13062.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -13082.970703 Penalty: 1783.904785
	Iteration 4Q: 3 clusters Score -13082.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -13097.049805 Penalty: 1783.904785
	Iteration 5Q: 3 clusters Score -13097.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -13102.878906 Penalty: 1783.904785
	Iteration 6Q: 3 clusters Score -13102.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -13116.907227 Penalty: 1783.904785
	Iteration 7Q: 3 clusters Score -13116.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -13127.637695 Penalty: 1783.904785
	Iteration 8Q: 3 clusters Score -13127.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -13127.637695 Penalty: 1783.904785
	Iteration 9F: 3 clusters Score -13127.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -13744.530273 Penalty: 921.915039
	Iteration 0F: 2 clusters Score -13744.53 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: -13045.256836 Penalty: 1843.830078
	Iteration 0F: 3 clusters Score -13045.26 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -13329.471680 Penalty: 1843.830078
	Iteration 1F: 3 clusters Score -13329.47 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13502.208008 Penalty: 1843.830078
	Iteration 2F: 3 clusters Score -13502.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -13565.348633 Penalty: 1843.830078
	Iteration 3F: 3 clusters Score -13565.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13633.762695 Penalty: 1843.830078
	Iteration 4Q: 3 clusters Score -13633.76 nChanged 3
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: -13640.241211 Penalty: 1843.830078
	Iteration 5Q: 3 clusters Score -13640.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13682.644531 Penalty: 1843.830078
	Iteration 6Q: 3 clusters Score -13682.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13715.890625 Penalty: 1843.830078
	Iteration 7Q: 3 clusters Score -13715.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13733.902344 Penalty: 1843.830078
	Iteration 8Q: 3 clusters Score -13733.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13738.084961 Penalty: 1843.830078
	Iteration 9Q: 3 clusters Score -13738.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13745.681641 Penalty: 1843.830078
	Iteration 10Q: 3 clusters Score -13745.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -13747.441406 Penalty: 1843.830078
	Iteration 11Q: 3 clusters Score -13747.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -13756.218750 Penalty: 1843.830078
	Iteration 12Q: 3 clusters Score -13756.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13760.319336 Penalty: 1843.830078
	Iteration 13Q: 3 clusters Score -13760.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -13760.319336 Penalty: 1843.830078
	Iteration 14F: 3 clusters Score -13760.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 91604 members 
Mstep: Class 3 contains 3939 members 
Mstep: Class 4 contains 19053 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 89694 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 172 members 
Mstep: Class 10 contains 192064 members 
Mstep: Class 11 contains 10364 members 
Mstep: Class 12 contains 29576 members 
Mstep: Class 13 contains 36779 members 
Mstep: Class 14 contains 10824 members 
Mstep: Class 15 contains 4375 members 
Mstep: Class 16 contains 117457 members 
Mstep: Class 17 contains 10325 members 
Mstep: Class 18 contains 8966 members 
Mstep: Class 19 contains 22779 members 
Mstep: Class 20 contains 1464 members 
Mstep: Class 21 contains 31674 members 
Mstep: Class 22 contains 30258 members 
Mstep: Class 23 contains 22304 members 
Mstep: Class 24 contains 13591 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12794 members 
Mstep: Class 29 contains 32639 members 
Mstep: Class 30 contains 3843 members 
Mstep: Class 31 contains 8779 members 
Mstep: Class 32 contains 7526 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 84919 members 
Mstep: Class 35 contains 90409 members 
Mstep: Class 36 contains 17134 members 
Mstep: Class 37 contains 10994 members 
Mstep: Class 38 contains 79662 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 820 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 24840 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 46674 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6848 members 
Mstep: Class 48 contains 112226 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 103721 members 
Mstep: Class 51 contains 38973 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 116079 members 
Mstep: Class 54 contains 43039 members 
Mstep: Class 55 contains 126197 members 
Mstep: Class 56 contains 119 members 
Entering Unmasked Estep 
Score: -194681024.000000 Penalty: 130671.539062
Splitting cluster 9 changes total score from -194682016.000000 to -194681024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (192064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192064 members 
Entering Unmasked Estep 
Score: -22027584.000000 Penalty: 1976.907349
	Iteration 0F: 2 clusters Score -2.202758e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95947 members 
Mstep: Class 2 contains 96117 members 
Entering Unmasked Estep 
Score: -21919458.000000 Penalty: 3953.814697
	Iteration 0F: 3 clusters Score -2.191946e+07 nChanged 92936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91719 members 
Mstep: Class 2 contains 100345 members 
Entering Unmasked Estep 
Score: -21975674.000000 Penalty: 3953.814697
	Iteration 1F: 3 clusters Score -2.197567e+07 nChanged 6571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89386 members 
Mstep: Class 2 contains 102678 members 
Entering Unmasked Estep 
Score: -21977430.000000 Penalty: 3953.814697
	Iteration 2Q: 3 clusters Score -2.197743e+07 nChanged 7868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86206 members 
Mstep: Class 2 contains 105858 members 
Entering Unmasked Estep 
Score: -21979844.000000 Penalty: 3953.814697
	Iteration 3Q: 3 clusters Score -2.197984e+07 nChanged 9103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81901 members 
Mstep: Class 2 contains 110163 members 
Entering Unmasked Estep 
Score: -21983424.000000 Penalty: 3953.814697
	Iteration 4Q: 3 clusters Score -2.198342e+07 nChanged 10610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76385 members 
Mstep: Class 2 contains 115679 members 
Entering Unmasked Estep 
Score: -21988402.000000 Penalty: 3953.814697
	Iteration 5F: 3 clusters Score -2.19884e+07 nChanged 11627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69952 members 
Mstep: Class 2 contains 122112 members 
Entering Unmasked Estep 
Score: -21994746.000000 Penalty: 3953.814697
	Iteration 6F: 3 clusters Score -2.199475e+07 nChanged 11789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63509 members 
Mstep: Class 2 contains 128555 members 
Entering Unmasked Estep 
Score: -22002522.000000 Penalty: 3953.814697
	Iteration 7F: 3 clusters Score -2.200252e+07 nChanged 11098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58551 members 
Mstep: Class 2 contains 133513 members 
Entering Unmasked Estep 
Score: -22009984.000000 Penalty: 3953.814697
	Iteration 8F: 3 clusters Score -2.200998e+07 nChanged 9343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55722 members 
Mstep: Class 2 contains 136342 members 
Entering Unmasked Estep 
Score: -22014808.000000 Penalty: 3953.814697
	Iteration 9Q: 3 clusters Score -2.201481e+07 nChanged 6455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54037 members 
Mstep: Class 2 contains 138027 members 
Entering Unmasked Estep 
Score: -22016984.000000 Penalty: 3953.814697
	Iteration 10Q: 3 clusters Score -2.201698e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52641 members 
Mstep: Class 2 contains 139423 members 
Entering Unmasked Estep 
Score: -22017536.000000 Penalty: 3953.814697
	Iteration 11Q: 3 clusters Score -2.201754e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51306 members 
Mstep: Class 2 contains 140758 members 
Entering Unmasked Estep 
Score: -22017870.000000 Penalty: 3953.814697
	Iteration 12Q: 3 clusters Score -2.201787e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49972 members 
Mstep: Class 2 contains 142092 members 
Entering Unmasked Estep 
Score: -22017936.000000 Penalty: 3953.814697
	Iteration 13Q: 3 clusters Score -2.201794e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48730 members 
Mstep: Class 2 contains 143334 members 
Entering Unmasked Estep 
Score: -22018064.000000 Penalty: 3953.814697
	Iteration 14Q: 3 clusters Score -2.201806e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47498 members 
Mstep: Class 2 contains 144566 members 
Entering Unmasked Estep 
Score: -22018224.000000 Penalty: 3953.814697
	Iteration 15Q: 3 clusters Score -2.201822e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46309 members 
Mstep: Class 2 contains 145755 members 
Entering Unmasked Estep 
Score: -22018524.000000 Penalty: 3953.814697
	Iteration 16Q: 3 clusters Score -2.201852e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45184 members 
Mstep: Class 2 contains 146880 members 
Entering Unmasked Estep 
Score: -22018794.000000 Penalty: 3953.814697
	Iteration 17Q: 3 clusters Score -2.201879e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44045 members 
Mstep: Class 2 contains 148019 members 
Entering Unmasked Estep 
Score: -22018986.000000 Penalty: 3953.814697
	Iteration 18Q: 3 clusters Score -2.201899e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42838 members 
Mstep: Class 2 contains 149226 members 
Entering Unmasked Estep 
Score: -22019114.000000 Penalty: 3953.814697
	Iteration 19Q: 3 clusters Score -2.201911e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41747 members 
Mstep: Class 2 contains 150317 members 
Entering Unmasked Estep 
Score: -22019274.000000 Penalty: 3953.814697
	Iteration 20F: 3 clusters Score -2.201927e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40710 members 
Mstep: Class 2 contains 151354 members 
Entering Unmasked Estep 
Score: -22019492.000000 Penalty: 3953.814697
	Iteration 21Q: 3 clusters Score -2.201949e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39676 members 
Mstep: Class 2 contains 152388 members 
Entering Unmasked Estep 
Score: -22019642.000000 Penalty: 3953.814697
	Iteration 22Q: 3 clusters Score -2.201964e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38657 members 
Mstep: Class 2 contains 153407 members 
Entering Unmasked Estep 
Score: -22019938.000000 Penalty: 3953.814697
	Iteration 23Q: 3 clusters Score -2.201994e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 154409 members 
Entering Unmasked Estep 
Score: -22020066.000000 Penalty: 3953.814697
	Iteration 24Q: 3 clusters Score -2.202007e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36678 members 
Mstep: Class 2 contains 155386 members 
Entering Unmasked Estep 
Score: -22020290.000000 Penalty: 3953.814697
	Iteration 25Q: 3 clusters Score -2.202029e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35652 members 
Mstep: Class 2 contains 156412 members 
Entering Unmasked Estep 
Score: -22020492.000000 Penalty: 3953.814697
	Iteration 26Q: 3 clusters Score -2.202049e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34639 members 
Mstep: Class 2 contains 157425 members 
Entering Unmasked Estep 
Score: -22020662.000000 Penalty: 3953.814697
	Iteration 27Q: 3 clusters Score -2.202066e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 158427 members 
Entering Unmasked Estep 
Score: -22020874.000000 Penalty: 3953.814697
	Iteration 28Q: 3 clusters Score -2.202087e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32635 members 
Mstep: Class 2 contains 159429 members 
Entering Unmasked Estep 
Score: -22021082.000000 Penalty: 3953.814697
	Iteration 29Q: 3 clusters Score -2.202108e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31670 members 
Mstep: Class 2 contains 160394 members 
Entering Unmasked Estep 
Score: -22021218.000000 Penalty: 3953.814697
	Iteration 30Q: 3 clusters Score -2.202122e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 161358 members 
Entering Unmasked Estep 
Score: -22021450.000000 Penalty: 3953.814697
	Iteration 31Q: 3 clusters Score -2.202145e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29719 members 
Mstep: Class 2 contains 162345 members 
Entering Unmasked Estep 
Score: -22021698.000000 Penalty: 3953.814697
	Iteration 32Q: 3 clusters Score -2.20217e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28761 members 
Mstep: Class 2 contains 163303 members 
Entering Unmasked Estep 
Score: -22021666.000000 Penalty: 3953.814697
	Iteration 33Q: 3 clusters Score -2.202167e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 164181 members 
Entering Unmasked Estep 
Score: -22021766.000000 Penalty: 3953.814697
	Iteration 34Q: 3 clusters Score -2.202177e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 165065 members 
Entering Unmasked Estep 
Score: -22021840.000000 Penalty: 3953.814697
	Iteration 35Q: 3 clusters Score -2.202184e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 165937 members 
Entering Unmasked Estep 
Score: -22021848.000000 Penalty: 3953.814697
	Iteration 36Q: 3 clusters Score -2.202185e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 166807 members 
Entering Unmasked Estep 
Score: -22021926.000000 Penalty: 3953.814697
	Iteration 37Q: 3 clusters Score -2.202193e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 167661 members 
Entering Unmasked Estep 
Score: -22022046.000000 Penalty: 3953.814697
	Iteration 38Q: 3 clusters Score -2.202205e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 168574 members 
Entering Unmasked Estep 
Score: -22022362.000000 Penalty: 3953.814697
	Iteration 39Q: 3 clusters Score -2.202236e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 169496 members 
Entering Unmasked Estep 
Score: -22022492.000000 Penalty: 3953.814697
	Iteration 40F: 3 clusters Score -2.202249e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 170478 members 
Entering Unmasked Estep 
Score: -22022638.000000 Penalty: 3953.814697
	Iteration 41Q: 3 clusters Score -2.202264e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 171447 members 
Entering Unmasked Estep 
Score: -22022826.000000 Penalty: 3953.814697
	Iteration 42Q: 3 clusters Score -2.202283e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 172422 members 
Entering Unmasked Estep 
Score: -22023084.000000 Penalty: 3953.814697
	Iteration 43Q: 3 clusters Score -2.202308e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 173392 members 
Entering Unmasked Estep 
Score: -22023226.000000 Penalty: 3953.814697
	Iteration 44Q: 3 clusters Score -2.202323e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 174312 members 
Entering Unmasked Estep 
Score: -22023304.000000 Penalty: 3953.814697
	Iteration 45Q: 3 clusters Score -2.20233e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 175228 members 
Entering Unmasked Estep 
Score: -22023370.000000 Penalty: 3953.814697
	Iteration 46Q: 3 clusters Score -2.202337e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 176182 members 
Entering Unmasked Estep 
Score: -22023534.000000 Penalty: 3953.814697
	Iteration 47Q: 3 clusters Score -2.202353e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 177177 members 
Entering Unmasked Estep 
Score: -22023752.000000 Penalty: 3953.814697
	Iteration 48Q: 3 clusters Score -2.202375e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 178180 members 
Entering Unmasked Estep 
Score: -22023996.000000 Penalty: 3953.814697
	Iteration 49Q: 3 clusters Score -2.2024e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 179202 members 
Entering Unmasked Estep 
Score: -22024302.000000 Penalty: 3953.814697
	Iteration 50Q: 3 clusters Score -2.20243e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 180234 members 
Entering Unmasked Estep 
Score: -22024444.000000 Penalty: 3953.814697
	Iteration 51Q: 3 clusters Score -2.202444e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 181246 members 
Entering Unmasked Estep 
Score: -22024626.000000 Penalty: 3953.814697
	Iteration 52Q: 3 clusters Score -2.202463e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 182208 members 
Entering Unmasked Estep 
Score: -22025076.000000 Penalty: 3953.814697
	Iteration 53Q: 3 clusters Score -2.202508e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 183070 members 
Entering Unmasked Estep 
Score: -22025286.000000 Penalty: 3953.814697
	Iteration 54Q: 3 clusters Score -2.202529e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 183905 members 
Entering Unmasked Estep 
Score: -22025734.000000 Penalty: 3953.814697
	Iteration 55Q: 3 clusters Score -2.202573e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 184703 members 
Entering Unmasked Estep 
Score: -22026156.000000 Penalty: 3953.814697
	Iteration 56Q: 3 clusters Score -2.202616e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 185471 members 
Entering Unmasked Estep 
Score: -22026498.000000 Penalty: 3953.814697
	Iteration 57Q: 3 clusters Score -2.20265e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 186216 members 
Entering Unmasked Estep 
Score: -22026684.000000 Penalty: 3953.814697
	Iteration 58Q: 3 clusters Score -2.202668e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 186877 members 
Entering Unmasked Estep 
Score: -22026870.000000 Penalty: 3953.814697
	Iteration 59Q: 3 clusters Score -2.202687e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 187471 members 
Entering Unmasked Estep 
Score: -22027040.000000 Penalty: 3953.814697
	Iteration 60F: 3 clusters Score -2.202704e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 188016 members 
Entering Unmasked Estep 
Score: -22027070.000000 Penalty: 3953.814697
	Iteration 61Q: 3 clusters Score -2.202707e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 188479 members 
Entering Unmasked Estep 
Score: -22027102.000000 Penalty: 3953.814697
	Iteration 62Q: 3 clusters Score -2.20271e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 188872 members 
Entering Unmasked Estep 
Score: -22027128.000000 Penalty: 3953.814697
	Iteration 63Q: 3 clusters Score -2.202713e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 189221 members 
Entering Unmasked Estep 
Score: -22027164.000000 Penalty: 3953.814697
	Iteration 64Q: 3 clusters Score -2.202716e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 189505 members 
Entering Unmasked Estep 
Score: -22027128.000000 Penalty: 3953.814697
	Iteration 65Q: 3 clusters Score -2.202713e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 189741 members 
Entering Unmasked Estep 
Score: -22027042.000000 Penalty: 3953.814697
	Iteration 66Q: 3 clusters Score -2.202704e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 189958 members 
Entering Unmasked Estep 
Score: -22027038.000000 Penalty: 3953.814697
	Iteration 67Q: 3 clusters Score -2.202704e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 190155 members 
Entering Unmasked Estep 
Score: -22027028.000000 Penalty: 3953.814697
	Iteration 68Q: 3 clusters Score -2.202703e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 190288 members 
Entering Unmasked Estep 
Score: -22027008.000000 Penalty: 3953.814697
	Iteration 69Q: 3 clusters Score -2.202701e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 190415 members 
Entering Unmasked Estep 
Score: -22027000.000000 Penalty: 3953.814697
	Iteration 70Q: 3 clusters Score -2.2027e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 190504 members 
Entering Unmasked Estep 
Score: -22027008.000000 Penalty: 3953.814697
	Iteration 71Q: 3 clusters Score -2.202701e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 190587 members 
Entering Unmasked Estep 
Score: -22027016.000000 Penalty: 3953.814697
	Iteration 72Q: 3 clusters Score -2.202702e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 190664 members 
Entering Unmasked Estep 
Score: -22026988.000000 Penalty: 3953.814697
	Iteration 73Q: 3 clusters Score -2.202699e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 190731 members 
Entering Unmasked Estep 
Score: -22026982.000000 Penalty: 3953.814697
	Iteration 74Q: 3 clusters Score -2.202698e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 190783 members 
Entering Unmasked Estep 
Score: -22026978.000000 Penalty: 3953.814697
	Iteration 75Q: 3 clusters Score -2.202698e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 190828 members 
Entering Unmasked Estep 
Score: -22026972.000000 Penalty: 3953.814697
	Iteration 76Q: 3 clusters Score -2.202697e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 190859 members 
Entering Unmasked Estep 
Score: -22026990.000000 Penalty: 3953.814697
	Iteration 77Q: 3 clusters Score -2.202699e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 190881 members 
Entering Unmasked Estep 
Score: -22026992.000000 Penalty: 3953.814697
	Iteration 78Q: 3 clusters Score -2.202699e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 190896 members 
Entering Unmasked Estep 
Score: -22026998.000000 Penalty: 3953.814697
	Iteration 79Q: 3 clusters Score -2.2027e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 190909 members 
Entering Unmasked Estep 
Score: -22026988.000000 Penalty: 3953.814697
	Iteration 80F: 3 clusters Score -2.202699e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 190915 members 
Entering Unmasked Estep 
Score: -22026994.000000 Penalty: 3953.814697
	Iteration 81Q: 3 clusters Score -2.202699e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 190922 members 
Entering Unmasked Estep 
Score: -22027020.000000 Penalty: 3953.814697
	Iteration 82Q: 3 clusters Score -2.202702e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 190933 members 
Entering Unmasked Estep 
Score: -22027006.000000 Penalty: 3953.814697
	Iteration 83Q: 3 clusters Score -2.202701e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 190944 members 
Entering Unmasked Estep 
Score: -22026980.000000 Penalty: 3953.814697
	Iteration 84Q: 3 clusters Score -2.202698e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 190956 members 
Entering Unmasked Estep 
Score: -22026974.000000 Penalty: 3953.814697
	Iteration 85Q: 3 clusters Score -2.202697e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 190962 members 
Entering Unmasked Estep 
Score: -22026970.000000 Penalty: 3953.814697
	Iteration 86Q: 3 clusters Score -2.202697e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 190963 members 
Entering Unmasked Estep 
Score: -22026980.000000 Penalty: 3953.814697
	Iteration 87Q: 3 clusters Score -2.202698e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 190967 members 
Entering Unmasked Estep 
Score: -22026980.000000 Penalty: 3953.814697
	Iteration 88Q: 3 clusters Score -2.202698e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 190973 members 
Entering Unmasked Estep 
Score: -22026974.000000 Penalty: 3953.814697
	Iteration 89Q: 3 clusters Score -2.202697e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 190981 members 
Entering Unmasked Estep 
Score: -22026962.000000 Penalty: 3953.814697
	Iteration 90Q: 3 clusters Score -2.202696e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 190988 members 
Entering Unmasked Estep 
Score: -22026964.000000 Penalty: 3953.814697
	Iteration 91Q: 3 clusters Score -2.202696e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 190993 members 
Entering Unmasked Estep 
Score: -22026956.000000 Penalty: 3953.814697
	Iteration 92Q: 3 clusters Score -2.202696e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 190994 members 
Entering Unmasked Estep 
Score: -22026964.000000 Penalty: 3953.814697
	Iteration 93Q: 3 clusters Score -2.202696e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 190994 members 
Entering Unmasked Estep 
Score: -22026970.000000 Penalty: 3953.814697
	Iteration 94Q: 3 clusters Score -2.202697e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 190992 members 
Entering Unmasked Estep 
Score: -22026956.000000 Penalty: 3953.814697
	Iteration 95Q: 3 clusters Score -2.202696e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 190992 members 
Entering Unmasked Estep 
Score: -22026962.000000 Penalty: 3953.814697
	Iteration 96Q: 3 clusters Score -2.202696e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 190992 members 
Entering Unmasked Estep 
Score: -22026962.000000 Penalty: 3953.814697
	Iteration 97F: 3 clusters Score -2.202696e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Entering Unmasked Estep 
Score: -1206443.375000 Penalty: 1502.490234
	Iteration 0F: 2 clusters Score -1206443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1199018.625000 Penalty: 3004.980469
	Iteration 0F: 3 clusters Score -1199019 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1201603.250000 Penalty: 3004.980469
	Iteration 1F: 3 clusters Score -1201603 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1201853.500000 Penalty: 3004.980469
	Iteration 2F: 3 clusters Score -1201854 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1202061.250000 Penalty: 3004.980469
	Iteration 3Q: 3 clusters Score -1202061 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1202279.750000 Penalty: 3004.980469
	Iteration 4Q: 3 clusters Score -1202280 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1202526.125000 Penalty: 3004.980469
	Iteration 5Q: 3 clusters Score -1202526 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1202767.125000 Penalty: 3004.980469
	Iteration 6Q: 3 clusters Score -1202767 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1203063.625000 Penalty: 3004.980469
	Iteration 7Q: 3 clusters Score -1203064 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1203383.250000 Penalty: 3004.980469
	Iteration 8Q: 3 clusters Score -1203383 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1203721.875000 Penalty: 3004.980469
	Iteration 9Q: 3 clusters Score -1203722 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1204014.750000 Penalty: 3004.980469
	Iteration 10Q: 3 clusters Score -1204015 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1204249.625000 Penalty: 3004.980469
	Iteration 11Q: 3 clusters Score -1204250 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1204447.500000 Penalty: 3004.980469
	Iteration 12Q: 3 clusters Score -1204448 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1204593.375000 Penalty: 3004.980469
	Iteration 13Q: 3 clusters Score -1204593 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1204689.125000 Penalty: 3004.980469
	Iteration 14Q: 3 clusters Score -1204689 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1204773.000000 Penalty: 3004.980469
	Iteration 15Q: 3 clusters Score -1204773 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1204831.500000 Penalty: 3004.980469
	Iteration 16Q: 3 clusters Score -1204832 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1204880.500000 Penalty: 3004.980469
	Iteration 17Q: 3 clusters Score -1204880 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1204932.250000 Penalty: 3004.980469
	Iteration 18Q: 3 clusters Score -1204932 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1204981.250000 Penalty: 3004.980469
	Iteration 19Q: 3 clusters Score -1204981 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1205026.000000 Penalty: 3004.980469
	Iteration 20F: 3 clusters Score -1205026 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1205069.500000 Penalty: 3004.980469
	Iteration 21Q: 3 clusters Score -1205070 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1205113.750000 Penalty: 3004.980469
	Iteration 22Q: 3 clusters Score -1205114 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1205149.125000 Penalty: 3004.980469
	Iteration 23Q: 3 clusters Score -1205149 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1205180.875000 Penalty: 3004.980469
	Iteration 24Q: 3 clusters Score -1205181 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1205201.625000 Penalty: 3004.980469
	Iteration 25Q: 3 clusters Score -1205202 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1205220.875000 Penalty: 3004.980469
	Iteration 26Q: 3 clusters Score -1205221 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1205229.875000 Penalty: 3004.980469
	Iteration 27Q: 3 clusters Score -1205230 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1205242.500000 Penalty: 3004.980469
	Iteration 28Q: 3 clusters Score -1205242 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1205251.125000 Penalty: 3004.980469
	Iteration 29Q: 3 clusters Score -1205251 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1205264.000000 Penalty: 3004.980469
	Iteration 30Q: 3 clusters Score -1205264 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1205273.375000 Penalty: 3004.980469
	Iteration 31Q: 3 clusters Score -1205273 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1205285.250000 Penalty: 3004.980469
	Iteration 32Q: 3 clusters Score -1205285 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1205289.375000 Penalty: 3004.980469
	Iteration 33Q: 3 clusters Score -1205289 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1205295.125000 Penalty: 3004.980469
	Iteration 34Q: 3 clusters Score -1205295 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1205298.500000 Penalty: 3004.980469
	Iteration 35Q: 3 clusters Score -1205298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1205299.750000 Penalty: 3004.980469
	Iteration 36Q: 3 clusters Score -1205300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1205300.000000 Penalty: 3004.980469
	Iteration 37Q: 3 clusters Score -1205300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1205301.250000 Penalty: 3004.980469
	Iteration 38Q: 3 clusters Score -1205301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1205301.375000 Penalty: 3004.980469
	Iteration 39Q: 3 clusters Score -1205301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1205302.500000 Penalty: 3004.980469
	Iteration 40F: 3 clusters Score -1205302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1205302.875000 Penalty: 3004.980469
	Iteration 41Q: 3 clusters Score -1205303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1205303.000000 Penalty: 3004.980469
	Iteration 42Q: 3 clusters Score -1205303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1205304.500000 Penalty: 3004.980469
	Iteration 43Q: 3 clusters Score -1205304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1205303.250000 Penalty: 3004.980469
	Iteration 44Q: 3 clusters Score -1205303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1205305.625000 Penalty: 3004.980469
	Iteration 45Q: 3 clusters Score -1205306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1205305.000000 Penalty: 3004.980469
	Iteration 46Q: 3 clusters Score -1205305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1205305.125000 Penalty: 3004.980469
	Iteration 47Q: 3 clusters Score -1205305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1205308.125000 Penalty: 3004.980469
	Iteration 48Q: 3 clusters Score -1205308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1205308.250000 Penalty: 3004.980469
	Iteration 49Q: 3 clusters Score -1205308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1205304.875000 Penalty: 3004.980469
	Iteration 50Q: 3 clusters Score -1205305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1205310.375000 Penalty: 3004.980469
	Iteration 51Q: 3 clusters Score -1205310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1205309.375000 Penalty: 3004.980469
	Iteration 52Q: 3 clusters Score -1205309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1205310.125000 Penalty: 3004.980469
	Iteration 53Q: 3 clusters Score -1205310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1205312.750000 Penalty: 3004.980469
	Iteration 54Q: 3 clusters Score -1205313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1205312.375000 Penalty: 3004.980469
	Iteration 55Q: 3 clusters Score -1205312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1205311.125000 Penalty: 3004.980469
	Iteration 56Q: 3 clusters Score -1205311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1205312.000000 Penalty: 3004.980469
	Iteration 57Q: 3 clusters Score -1205312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1205311.500000 Penalty: 3004.980469
	Iteration 58Q: 3 clusters Score -1205312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1205311.125000 Penalty: 3004.980469
	Iteration 59Q: 3 clusters Score -1205311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1205311.875000 Penalty: 3004.980469
	Iteration 60F: 3 clusters Score -1205312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1205310.875000 Penalty: 3004.980469
	Iteration 61Q: 3 clusters Score -1205311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1205311.875000 Penalty: 3004.980469
	Iteration 62Q: 3 clusters Score -1205312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1205313.375000 Penalty: 3004.980469
	Iteration 63Q: 3 clusters Score -1205313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1205313.125000 Penalty: 3004.980469
	Iteration 64Q: 3 clusters Score -1205313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1205311.625000 Penalty: 3004.980469
	Iteration 65Q: 3 clusters Score -1205312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1205312.750000 Penalty: 3004.980469
	Iteration 66Q: 3 clusters Score -1205313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1205313.625000 Penalty: 3004.980469
	Iteration 67Q: 3 clusters Score -1205314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1205313.625000 Penalty: 3004.980469
	Iteration 68F: 3 clusters Score -1205314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (29576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Entering Unmasked Estep 
Score: -3248621.250000 Penalty: 1672.891846
	Iteration 0F: 2 clusters Score -3248621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -3228641.500000 Penalty: 3345.783691
	Iteration 0F: 3 clusters Score -3228642 nChanged 13679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -3236283.000000 Penalty: 3345.783691
	Iteration 1F: 3 clusters Score -3236283 nChanged 1313
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -3236664 nChanged 1141
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Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -3237011 nChanged 1185
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Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -3237452 nChanged 1268
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Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -3238894 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -3240020 nChanged 1791
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Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -3241237 nChanged 1662
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Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 19062 members 
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	Iteration 9F: 3 clusters Score -3242296 nChanged 1369
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Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -3243099 nChanged 1076
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Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -3243620 nChanged 822
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -3243975 nChanged 669
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Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -3244202 nChanged 516
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Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -3244399 nChanged 428
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Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -3244546 nChanged 380
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Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -3244632 nChanged 290
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Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -3244701 nChanged 304
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Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -3244786 nChanged 281
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -3244872 nChanged 290
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Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -3244961 nChanged 286
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Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -3245036 nChanged 275
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Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -3245109 nChanged 278
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Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3245191 nChanged 269
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Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -3245250 nChanged 275
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Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -3245350 nChanged 277
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Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3245406 nChanged 231
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Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3245460 nChanged 233
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Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3245516 nChanged 227
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Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3245554 nChanged 201
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Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3245603 nChanged 215
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Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3245656 nChanged 199
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Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -3245688 nChanged 162
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Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3245728 nChanged 169
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Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3245752 nChanged 177
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Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 17881 members 
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	Iteration 35Q: 3 clusters Score -3245801 nChanged 164
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Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3245818 nChanged 120
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Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3245822 nChanged 119
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Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 17546 members 
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	Iteration 38Q: 3 clusters Score -3245834 nChanged 91
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Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3245844 nChanged 75
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Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 17420 members 
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	Iteration 40F: 3 clusters Score -3245854 nChanged 81
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Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 17359 members 
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	Iteration 41Q: 3 clusters Score -3245864 nChanged 82
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Mstep: Class 1 contains 12285 members 
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	Iteration 42Q: 3 clusters Score -3245884 nChanged 83
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Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 17216 members 
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	Iteration 43Q: 3 clusters Score -3245891 nChanged 93
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Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3245902 nChanged 90
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Mstep: Class 1 contains 12521 members 
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	Iteration 45Q: 3 clusters Score -3245912 nChanged 108
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	Iteration 46Q: 3 clusters Score -3245917 nChanged 102
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3245938 nChanged 117
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	Iteration 49Q: 3 clusters Score -3245959 nChanged 121
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	Iteration 50Q: 3 clusters Score -3245970 nChanged 112
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	Iteration 51Q: 3 clusters Score -3245984 nChanged 117
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Mstep: Class 2 contains 16339 members 
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	Iteration 52Q: 3 clusters Score -3246004 nChanged 108
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	Iteration 53Q: 3 clusters Score -3246009 nChanged 102
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Mstep: Class 1 contains 13437 members 
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	Iteration 54Q: 3 clusters Score -3246023 nChanged 87
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Mstep: Class 1 contains 13520 members 
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	Iteration 55Q: 3 clusters Score -3246036 nChanged 97
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Mstep: Class 1 contains 13611 members 
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	Iteration 56Q: 3 clusters Score -3246047 nChanged 87
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Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 15878 members 
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	Iteration 57Q: 3 clusters Score -3246067 nChanged 91
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Mstep: Class 1 contains 13787 members 
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	Iteration 58Q: 3 clusters Score -3246068 nChanged 75
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Mstep: Class 1 contains 13862 members 
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	Iteration 59Q: 3 clusters Score -3246076 nChanged 66
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Mstep: Class 1 contains 13926 members 
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	Iteration 60F: 3 clusters Score -3246081 nChanged 70
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Mstep: Class 1 contains 13990 members 
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	Iteration 61Q: 3 clusters Score -3246084 nChanged 69
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	Iteration 62Q: 3 clusters Score -3246094 nChanged 45
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Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 15474 members 
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	Iteration 63Q: 3 clusters Score -3246095 nChanged 45
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Mstep: Class 2 contains 15429 members 
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	Iteration 64Q: 3 clusters Score -3246096 nChanged 49
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Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 15382 members 
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	Iteration 65Q: 3 clusters Score -3246104 nChanged 47
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Mstep: Class 1 contains 14239 members 
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	Iteration 66Q: 3 clusters Score -3246116 nChanged 51
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	Iteration 67Q: 3 clusters Score -3246116 nChanged 53
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	Iteration 68Q: 3 clusters Score -3246129 nChanged 61
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3246136 nChanged 59
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Entering Unmasked Estep 
Score: -3246143.250000 Penalty: 3345.783691
	Iteration 70Q: 3 clusters Score -3246143 nChanged 54
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Mstep: Class 1 contains 14513 members 
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	Iteration 71Q: 3 clusters Score -3246136 nChanged 50
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Mstep: Class 1 contains 14559 members 
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	Iteration 72Q: 3 clusters Score -3246152 nChanged 42
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Mstep: Class 1 contains 14601 members 
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	Iteration 73Q: 3 clusters Score -3246158 nChanged 32
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Mstep: Class 1 contains 14633 members 
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	Iteration 74Q: 3 clusters Score -3246153 nChanged 44
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Mstep: Class 1 contains 14673 members 
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	Iteration 75Q: 3 clusters Score -3246159 nChanged 39
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	Iteration 76Q: 3 clusters Score -3246153 nChanged 36
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	Iteration 77Q: 3 clusters Score -3246154 nChanged 28
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	Iteration 78Q: 3 clusters Score -3246161 nChanged 25
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	Iteration 79Q: 3 clusters Score -3246157 nChanged 26
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	Iteration 80F: 3 clusters Score -3246162 nChanged 20
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	Iteration 81Q: 3 clusters Score -3246163 nChanged 24
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3246161 nChanged 17
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Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3246159 nChanged 11
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	Iteration 84Q: 3 clusters Score -3246162 nChanged 17
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	Iteration 85Q: 3 clusters Score -3246167 nChanged 16
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	Iteration 86Q: 3 clusters Score -3246162 nChanged 18
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	Iteration 87Q: 3 clusters Score -3246160 nChanged 20
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	Iteration 88Q: 3 clusters Score -3246162 nChanged 22
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	Iteration 89Q: 3 clusters Score -3246166 nChanged 20
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3246168 nChanged 20
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	Iteration 91Q: 3 clusters Score -3246170 nChanged 17
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	Iteration 92Q: 3 clusters Score -3246172 nChanged 22
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	Iteration 93Q: 3 clusters Score -3246166 nChanged 22
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Entering Unmasked Estep 
Score: -3246167.250000 Penalty: 3345.783691
	Iteration 94Q: 3 clusters Score -3246167 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -3246168.250000 Penalty: 3345.783691
	Iteration 95Q: 3 clusters Score -3246168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -3246177.000000 Penalty: 3345.783691
	Iteration 96Q: 3 clusters Score -3246177 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -3246177.250000 Penalty: 3345.783691
	Iteration 97Q: 3 clusters Score -3246177 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -3246177.000000 Penalty: 3345.783691
	Iteration 98Q: 3 clusters Score -3246177 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -3246178.250000 Penalty: 3345.783691
	Iteration 99Q: 3 clusters Score -3246178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -3246178.000000 Penalty: 3345.783691
	Iteration 100F: 3 clusters Score -3246178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -3246180.750000 Penalty: 3345.783691
	Iteration 101Q: 3 clusters Score -3246181 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -3246184.500000 Penalty: 3345.783691
	Iteration 102Q: 3 clusters Score -3246184 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -3246191.750000 Penalty: 3345.783691
	Iteration 103Q: 3 clusters Score -3246192 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -3246197.000000 Penalty: 3345.783691
	Iteration 104Q: 3 clusters Score -3246197 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -3246196.750000 Penalty: 3345.783691
	Iteration 105Q: 3 clusters Score -3246197 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -3246206.000000 Penalty: 3345.783691
	Iteration 106Q: 3 clusters Score -3246206 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -3246220.000000 Penalty: 3345.783691
	Iteration 107Q: 3 clusters Score -3246220 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -3246219.500000 Penalty: 3345.783691
	Iteration 108Q: 3 clusters Score -3246220 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -3246210.250000 Penalty: 3345.783691
	Iteration 109Q: 3 clusters Score -3246210 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -3246220.000000 Penalty: 3345.783691
	Iteration 110Q: 3 clusters Score -3246220 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -3246228.000000 Penalty: 3345.783691
	Iteration 111Q: 3 clusters Score -3246228 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -3246230.500000 Penalty: 3345.783691
	Iteration 112Q: 3 clusters Score -3246230 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -3246221.000000 Penalty: 3345.783691
	Iteration 113Q: 3 clusters Score -3246221 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -3246223.000000 Penalty: 3345.783691
	Iteration 114Q: 3 clusters Score -3246223 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -3246227.000000 Penalty: 3345.783691
	Iteration 115Q: 3 clusters Score -3246227 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -3246231.250000 Penalty: 3345.783691
	Iteration 116Q: 3 clusters Score -3246231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -3246226.250000 Penalty: 3345.783691
	Iteration 117Q: 3 clusters Score -3246226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -3246225.250000 Penalty: 3345.783691
	Iteration 118Q: 3 clusters Score -3246225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -3246224.500000 Penalty: 3345.783691
	Iteration 119Q: 3 clusters Score -3246224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -3246224.500000 Penalty: 3345.783691
	Iteration 120F: 3 clusters Score -3246224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -3246226.750000 Penalty: 3345.783691
	Iteration 121Q: 3 clusters Score -3246227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -3246228.750000 Penalty: 3345.783691
	Iteration 122Q: 3 clusters Score -3246229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -3246227.250000 Penalty: 3345.783691
	Iteration 123Q: 3 clusters Score -3246227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -3246228.250000 Penalty: 3345.783691
	Iteration 124Q: 3 clusters Score -3246228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -3246230.250000 Penalty: 3345.783691
	Iteration 125Q: 3 clusters Score -3246230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -3246227.500000 Penalty: 3345.783691
	Iteration 126Q: 3 clusters Score -3246228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -3246225.000000 Penalty: 3345.783691
	Iteration 127Q: 3 clusters Score -3246225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -3246222.250000 Penalty: 3345.783691
	Iteration 128Q: 3 clusters Score -3246222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -3246230.000000 Penalty: 3345.783691
	Iteration 129Q: 3 clusters Score -3246230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -3246224.500000 Penalty: 3345.783691
	Iteration 130Q: 3 clusters Score -3246224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -3246229.250000 Penalty: 3345.783691
	Iteration 131Q: 3 clusters Score -3246229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -3246226.000000 Penalty: 3345.783691
	Iteration 132Q: 3 clusters Score -3246226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -3246234.750000 Penalty: 3345.783691
	Iteration 133Q: 3 clusters Score -3246235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -3246234.500000 Penalty: 3345.783691
	Iteration 134Q: 3 clusters Score -3246234 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -3246246.250000 Penalty: 3345.783691
	Iteration 135Q: 3 clusters Score -3246246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -3246246.500000 Penalty: 3345.783691
	Iteration 136Q: 3 clusters Score -3246246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -3246246.750000 Penalty: 3345.783691
	Iteration 137Q: 3 clusters Score -3246247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -3246244.750000 Penalty: 3345.783691
	Iteration 138Q: 3 clusters Score -3246245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -3246243.250000 Penalty: 3345.783691
	Iteration 139Q: 3 clusters Score -3246243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -3246241.250000 Penalty: 3345.783691
	Iteration 140F: 3 clusters Score -3246241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (36779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36779 members 
Entering Unmasked Estep 
Score: -4052532.750000 Penalty: 1708.310791
	Iteration 0F: 2 clusters Score -4052533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -4027917.750000 Penalty: 3416.621582
	Iteration 0F: 3 clusters Score -4027918 nChanged 17129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -4037639.750000 Penalty: 3416.621582
	Iteration 1F: 3 clusters Score -4037640 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -4038101.750000 Penalty: 3416.621582
	Iteration 2Q: 3 clusters Score -4038102 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -4038713.000000 Penalty: 3416.621582
	Iteration 3Q: 3 clusters Score -4038713 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -4039462.000000 Penalty: 3416.621582
	Iteration 4Q: 3 clusters Score -4039462 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -4040472.750000 Penalty: 3416.621582
	Iteration 5F: 3 clusters Score -4040473 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -4041944.500000 Penalty: 3416.621582
	Iteration 6F: 3 clusters Score -4041944 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -4044009.750000 Penalty: 3416.621582
	Iteration 7F: 3 clusters Score -4044010 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -4046334.500000 Penalty: 3416.621582
	Iteration 8F: 3 clusters Score -4046334 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 28479 members 
Entering Unmasked Estep 
Score: -4048110.750000 Penalty: 3416.621582
	Iteration 9F: 3 clusters Score -4048111 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -4049043.250000 Penalty: 3416.621582
	Iteration 10Q: 3 clusters Score -4049043 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
Score: -4049513.500000 Penalty: 3416.621582
	Iteration 11Q: 3 clusters Score -4049514 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 30611 members 
Entering Unmasked Estep 
Score: -4049828.500000 Penalty: 3416.621582
	Iteration 12Q: 3 clusters Score -4049828 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 31097 members 
Entering Unmasked Estep 
Score: -4050067.250000 Penalty: 3416.621582
	Iteration 13Q: 3 clusters Score -4050067 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 31492 members 
Entering Unmasked Estep 
Score: -4050216.500000 Penalty: 3416.621582
	Iteration 14Q: 3 clusters Score -4050216 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
Score: -4050338.500000 Penalty: 3416.621582
	Iteration 15Q: 3 clusters Score -4050338 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 32124 members 
Entering Unmasked Estep 
Score: -4050427.250000 Penalty: 3416.621582
	Iteration 16Q: 3 clusters Score -4050427 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 32370 members 
Entering Unmasked Estep 
Score: -4050503.500000 Penalty: 3416.621582
	Iteration 17Q: 3 clusters Score -4050504 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -4050567.750000 Penalty: 3416.621582
	Iteration 18Q: 3 clusters Score -4050568 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -4050622.000000 Penalty: 3416.621582
	Iteration 19Q: 3 clusters Score -4050622 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -4050675.000000 Penalty: 3416.621582
	Iteration 20F: 3 clusters Score -4050675 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 33180 members 
Entering Unmasked Estep 
Score: -4050699.250000 Penalty: 3416.621582
	Iteration 21Q: 3 clusters Score -4050699 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 33328 members 
Entering Unmasked Estep 
Score: -4050723.000000 Penalty: 3416.621582
	Iteration 22Q: 3 clusters Score -4050723 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 33473 members 
Entering Unmasked Estep 
Score: -4050773.000000 Penalty: 3416.621582
	Iteration 23Q: 3 clusters Score -4050773 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 33627 members 
Entering Unmasked Estep 
Score: -4050802.000000 Penalty: 3416.621582
	Iteration 24Q: 3 clusters Score -4050802 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 33778 members 
Entering Unmasked Estep 
Score: -4050849.750000 Penalty: 3416.621582
	Iteration 25Q: 3 clusters Score -4050850 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -4050884.250000 Penalty: 3416.621582
	Iteration 26Q: 3 clusters Score -4050884 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -4050935.000000 Penalty: 3416.621582
	Iteration 27Q: 3 clusters Score -4050935 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 34175 members 
Entering Unmasked Estep 
Score: -4050952.500000 Penalty: 3416.621582
	Iteration 28Q: 3 clusters Score -4050952 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 34269 members 
Entering Unmasked Estep 
Score: -4050978.000000 Penalty: 3416.621582
	Iteration 29Q: 3 clusters Score -4050978 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -4050993.000000 Penalty: 3416.621582
	Iteration 30Q: 3 clusters Score -4050993 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 34431 members 
Entering Unmasked Estep 
Score: -4051004.750000 Penalty: 3416.621582
	Iteration 31Q: 3 clusters Score -4051005 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 34512 members 
Entering Unmasked Estep 
Score: -4051028.750000 Penalty: 3416.621582
	Iteration 32Q: 3 clusters Score -4051029 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -4051046.250000 Penalty: 3416.621582
	Iteration 33Q: 3 clusters Score -4051046 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 34657 members 
Entering Unmasked Estep 
Score: -4051065.500000 Penalty: 3416.621582
	Iteration 34Q: 3 clusters Score -4051066 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 34723 members 
Entering Unmasked Estep 
Score: -4051077.500000 Penalty: 3416.621582
	Iteration 35Q: 3 clusters Score -4051078 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 34787 members 
Entering Unmasked Estep 
Score: -4051094.250000 Penalty: 3416.621582
	Iteration 36Q: 3 clusters Score -4051094 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 34839 members 
Entering Unmasked Estep 
Score: -4051115.000000 Penalty: 3416.621582
	Iteration 37Q: 3 clusters Score -4051115 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 34888 members 
Entering Unmasked Estep 
Score: -4051122.750000 Penalty: 3416.621582
	Iteration 38Q: 3 clusters Score -4051123 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 34922 members 
Entering Unmasked Estep 
Score: -4051122.500000 Penalty: 3416.621582
	Iteration 39Q: 3 clusters Score -4051122 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 34957 members 
Entering Unmasked Estep 
Score: -4051128.500000 Penalty: 3416.621582
	Iteration 40F: 3 clusters Score -4051128 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -4051142.250000 Penalty: 3416.621582
	Iteration 41Q: 3 clusters Score -4051142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 35012 members 
Entering Unmasked Estep 
Score: -4051138.750000 Penalty: 3416.621582
	Iteration 42Q: 3 clusters Score -4051139 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 35034 members 
Entering Unmasked Estep 
Score: -4051137.000000 Penalty: 3416.621582
	Iteration 43Q: 3 clusters Score -4051137 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -4051145.750000 Penalty: 3416.621582
	Iteration 44Q: 3 clusters Score -4051146 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 35081 members 
Entering Unmasked Estep 
Score: -4051142.250000 Penalty: 3416.621582
	Iteration 45Q: 3 clusters Score -4051142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 35103 members 
Entering Unmasked Estep 
Score: -4051149.000000 Penalty: 3416.621582
	Iteration 46Q: 3 clusters Score -4051149 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 35120 members 
Entering Unmasked Estep 
Score: -4051151.500000 Penalty: 3416.621582
	Iteration 47Q: 3 clusters Score -4051152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 35131 members 
Entering Unmasked Estep 
Score: -4051152.250000 Penalty: 3416.621582
	Iteration 48Q: 3 clusters Score -4051152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 35143 members 
Entering Unmasked Estep 
Score: -4051156.000000 Penalty: 3416.621582
	Iteration 49Q: 3 clusters Score -4051156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 35150 members 
Entering Unmasked Estep 
Score: -4051158.750000 Penalty: 3416.621582
	Iteration 50Q: 3 clusters Score -4051159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 35161 members 
Entering Unmasked Estep 
Score: -4051162.750000 Penalty: 3416.621582
	Iteration 51Q: 3 clusters Score -4051163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 35172 members 
Entering Unmasked Estep 
Score: -4051155.750000 Penalty: 3416.621582
	Iteration 52Q: 3 clusters Score -4051156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -4051155.750000 Penalty: 3416.621582
	Iteration 53Q: 3 clusters Score -4051156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -4051158.750000 Penalty: 3416.621582
	Iteration 54Q: 3 clusters Score -4051159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 35192 members 
Entering Unmasked Estep 
Score: -4051164.000000 Penalty: 3416.621582
	Iteration 55Q: 3 clusters Score -4051164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 35201 members 
Entering Unmasked Estep 
Score: -4051164.250000 Penalty: 3416.621582
	Iteration 56Q: 3 clusters Score -4051164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 35210 members 
Entering Unmasked Estep 
Score: -4051170.750000 Penalty: 3416.621582
	Iteration 57Q: 3 clusters Score -4051171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 35216 members 
Entering Unmasked Estep 
Score: -4051167.000000 Penalty: 3416.621582
	Iteration 58Q: 3 clusters Score -4051167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 35224 members 
Entering Unmasked Estep 
Score: -4051170.250000 Penalty: 3416.621582
	Iteration 59Q: 3 clusters Score -4051170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 35231 members 
Entering Unmasked Estep 
Score: -4051171.750000 Penalty: 3416.621582
	Iteration 60F: 3 clusters Score -4051172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -4051169.000000 Penalty: 3416.621582
	Iteration 61Q: 3 clusters Score -4051169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 35240 members 
Entering Unmasked Estep 
Score: -4051167.500000 Penalty: 3416.621582
	Iteration 62Q: 3 clusters Score -4051168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 35242 members 
Entering Unmasked Estep 
Score: -4051171.250000 Penalty: 3416.621582
	Iteration 63Q: 3 clusters Score -4051171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 35247 members 
Entering Unmasked Estep 
Score: -4051172.250000 Penalty: 3416.621582
	Iteration 64Q: 3 clusters Score -4051172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 35253 members 
Entering Unmasked Estep 
Score: -4051170.000000 Penalty: 3416.621582
	Iteration 65Q: 3 clusters Score -4051170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 35255 members 
Entering Unmasked Estep 
Score: -4051172.250000 Penalty: 3416.621582
	Iteration 66Q: 3 clusters Score -4051172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 35256 members 
Entering Unmasked Estep 
Score: -4051172.250000 Penalty: 3416.621582
	Iteration 67Q: 3 clusters Score -4051172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 35261 members 
Entering Unmasked Estep 
Score: -4051174.500000 Penalty: 3416.621582
	Iteration 68Q: 3 clusters Score -4051174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 35268 members 
Entering Unmasked Estep 
Score: -4051178.000000 Penalty: 3416.621582
	Iteration 69Q: 3 clusters Score -4051178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 35274 members 
Entering Unmasked Estep 
Score: -4051181.250000 Penalty: 3416.621582
	Iteration 70Q: 3 clusters Score -4051181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 35276 members 
Entering Unmasked Estep 
Score: -4051181.000000 Penalty: 3416.621582
	Iteration 71Q: 3 clusters Score -4051181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 35277 members 
Entering Unmasked Estep 
Score: -4051180.750000 Penalty: 3416.621582
	Iteration 72Q: 3 clusters Score -4051181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 35277 members 
Entering Unmasked Estep 
Score: -4051180.750000 Penalty: 3416.621582
	Iteration 73F: 3 clusters Score -4051181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Entering Unmasked Estep 
Score: -1251573.875000 Penalty: 1509.547241
	Iteration 0F: 2 clusters Score -1251574 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 5454 members 
Entering Unmasked Estep 
Score: -1243774.875000 Penalty: 3019.094482
	Iteration 0F: 3 clusters Score -1243775 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1246321.125000 Penalty: 3019.094482
	Iteration 1F: 3 clusters Score -1246321 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1246627.125000 Penalty: 3019.094482
	Iteration 2F: 3 clusters Score -1246627 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1246908.625000 Penalty: 3019.094482
	Iteration 3F: 3 clusters Score -1246909 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1247295.500000 Penalty: 3019.094482
	Iteration 4F: 3 clusters Score -1247296 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1247799.375000 Penalty: 3019.094482
	Iteration 5F: 3 clusters Score -1247799 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1248359.250000 Penalty: 3019.094482
	Iteration 6F: 3 clusters Score -1248359 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1248910.500000 Penalty: 3019.094482
	Iteration 7F: 3 clusters Score -1248910 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1249477.750000 Penalty: 3019.094482
	Iteration 8F: 3 clusters Score -1249478 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1249919.125000 Penalty: 3019.094482
	Iteration 9Q: 3 clusters Score -1249919 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1250208.250000 Penalty: 3019.094482
	Iteration 10Q: 3 clusters Score -1250208 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1250372.750000 Penalty: 3019.094482
	Iteration 11Q: 3 clusters Score -1250373 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1250453.375000 Penalty: 3019.094482
	Iteration 12Q: 3 clusters Score -1250453 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1250504.750000 Penalty: 3019.094482
	Iteration 13Q: 3 clusters Score -1250505 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1250534.875000 Penalty: 3019.094482
	Iteration 14Q: 3 clusters Score -1250535 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1250554.500000 Penalty: 3019.094482
	Iteration 15Q: 3 clusters Score -1250554 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1250567.125000 Penalty: 3019.094482
	Iteration 16Q: 3 clusters Score -1250567 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1250573.000000 Penalty: 3019.094482
	Iteration 17Q: 3 clusters Score -1250573 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1250580.000000 Penalty: 3019.094482
	Iteration 18Q: 3 clusters Score -1250580 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1250582.000000 Penalty: 3019.094482
	Iteration 19Q: 3 clusters Score -1250582 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1250589.625000 Penalty: 3019.094482
	Iteration 20F: 3 clusters Score -1250590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1250595.000000 Penalty: 3019.094482
	Iteration 21Q: 3 clusters Score -1250595 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1250595.875000 Penalty: 3019.094482
	Iteration 22Q: 3 clusters Score -1250596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1250596.625000 Penalty: 3019.094482
	Iteration 23Q: 3 clusters Score -1250597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1250597.125000 Penalty: 3019.094482
	Iteration 24Q: 3 clusters Score -1250597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1250597.750000 Penalty: 3019.094482
	Iteration 25Q: 3 clusters Score -1250598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1250599.125000 Penalty: 3019.094482
	Iteration 26Q: 3 clusters Score -1250599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1250601.500000 Penalty: 3019.094482
	Iteration 27Q: 3 clusters Score -1250602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1250602.250000 Penalty: 3019.094482
	Iteration 28Q: 3 clusters Score -1250602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1250601.750000 Penalty: 3019.094482
	Iteration 29Q: 3 clusters Score -1250602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1250602.750000 Penalty: 3019.094482
	Iteration 30Q: 3 clusters Score -1250603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1250604.375000 Penalty: 3019.094482
	Iteration 31Q: 3 clusters Score -1250604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1250604.250000 Penalty: 3019.094482
	Iteration 32Q: 3 clusters Score -1250604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1250602.875000 Penalty: 3019.094482
	Iteration 33Q: 3 clusters Score -1250603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1250603.625000 Penalty: 3019.094482
	Iteration 34Q: 3 clusters Score -1250604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1250606.000000 Penalty: 3019.094482
	Iteration 35Q: 3 clusters Score -1250606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1250608.250000 Penalty: 3019.094482
	Iteration 36Q: 3 clusters Score -1250608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1250608.625000 Penalty: 3019.094482
	Iteration 37Q: 3 clusters Score -1250609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1250609.125000 Penalty: 3019.094482
	Iteration 38Q: 3 clusters Score -1250609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1250609.125000 Penalty: 3019.094482
	Iteration 39F: 3 clusters Score -1250609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Entering Unmasked Estep 
Score: -435976.593750 Penalty: 1362.345093
	Iteration 0F: 2 clusters Score -435976.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -432391.625000 Penalty: 2724.690186
	Iteration 0F: 3 clusters Score -432391.6 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -433436.343750 Penalty: 2724.690186
	Iteration 1F: 3 clusters Score -433436.3 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -433678.906250 Penalty: 2724.690186
	Iteration 2F: 3 clusters Score -433678.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -433866.093750 Penalty: 2724.690186
	Iteration 3F: 3 clusters Score -433866.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -434029.062500 Penalty: 2724.690186
	Iteration 4F: 3 clusters Score -434029.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -434161.656250 Penalty: 2724.690186
	Iteration 5Q: 3 clusters Score -434161.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -434258.468750 Penalty: 2724.690186
	Iteration 6Q: 3 clusters Score -434258.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -434348.656250 Penalty: 2724.690186
	Iteration 7Q: 3 clusters Score -434348.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -434421.062500 Penalty: 2724.690186
	Iteration 8Q: 3 clusters Score -434421.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -434480.906250 Penalty: 2724.690186
	Iteration 9Q: 3 clusters Score -434480.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -434531.968750 Penalty: 2724.690186
	Iteration 10Q: 3 clusters Score -434532 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -434573.093750 Penalty: 2724.690186
	Iteration 11Q: 3 clusters Score -434573.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -434614.687500 Penalty: 2724.690186
	Iteration 12Q: 3 clusters Score -434614.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -434654.218750 Penalty: 2724.690186
	Iteration 13Q: 3 clusters Score -434654.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -434692.062500 Penalty: 2724.690186
	Iteration 14Q: 3 clusters Score -434692.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -434723.937500 Penalty: 2724.690186
	Iteration 15Q: 3 clusters Score -434723.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -434751.187500 Penalty: 2724.690186
	Iteration 16Q: 3 clusters Score -434751.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -434777.125000 Penalty: 2724.690186
	Iteration 17Q: 3 clusters Score -434777.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -434812.562500 Penalty: 2724.690186
	Iteration 18Q: 3 clusters Score -434812.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -434851.093750 Penalty: 2724.690186
	Iteration 19Q: 3 clusters Score -434851.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -434885.625000 Penalty: 2724.690186
	Iteration 20F: 3 clusters Score -434885.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -434926.687500 Penalty: 2724.690186
	Iteration 21Q: 3 clusters Score -434926.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -434963.093750 Penalty: 2724.690186
	Iteration 22Q: 3 clusters Score -434963.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -434989.343750 Penalty: 2724.690186
	Iteration 23Q: 3 clusters Score -434989.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -435014.625000 Penalty: 2724.690186
	Iteration 24Q: 3 clusters Score -435014.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -435037.625000 Penalty: 2724.690186
	Iteration 25Q: 3 clusters Score -435037.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -435062.562500 Penalty: 2724.690186
	Iteration 26Q: 3 clusters Score -435062.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -435080.812500 Penalty: 2724.690186
	Iteration 27Q: 3 clusters Score -435080.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -435100.187500 Penalty: 2724.690186
	Iteration 28Q: 3 clusters Score -435100.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -435147.593750 Penalty: 2724.690186
	Iteration 29Q: 3 clusters Score -435147.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -435198.750000 Penalty: 2724.690186
	Iteration 30Q: 3 clusters Score -435198.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -435270.906250 Penalty: 2724.690186
	Iteration 31Q: 3 clusters Score -435270.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -435336.250000 Penalty: 2724.690186
	Iteration 32Q: 3 clusters Score -435336.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -435390.781250 Penalty: 2724.690186
	Iteration 33Q: 3 clusters Score -435390.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -435447.531250 Penalty: 2724.690186
	Iteration 34Q: 3 clusters Score -435447.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -435529.468750 Penalty: 2724.690186
	Iteration 35Q: 3 clusters Score -435529.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -435609.937500 Penalty: 2724.690186
	Iteration 36Q: 3 clusters Score -435609.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -435676.562500 Penalty: 2724.690186
	Iteration 37Q: 3 clusters Score -435676.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -435732.031250 Penalty: 2724.690186
	Iteration 38Q: 3 clusters Score -435732 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -435768.718750 Penalty: 2724.690186
	Iteration 39Q: 3 clusters Score -435768.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -435805.968750 Penalty: 2724.690186
	Iteration 40F: 3 clusters Score -435806 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -435835.062500 Penalty: 2724.690186
	Iteration 41Q: 3 clusters Score -435835.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -435850.218750 Penalty: 2724.690186
	Iteration 42Q: 3 clusters Score -435850.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -435861.500000 Penalty: 2724.690186
	Iteration 43Q: 3 clusters Score -435861.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -435871.437500 Penalty: 2724.690186
	Iteration 44Q: 3 clusters Score -435871.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -435879.468750 Penalty: 2724.690186
	Iteration 45Q: 3 clusters Score -435879.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -435887.156250 Penalty: 2724.690186
	Iteration 46Q: 3 clusters Score -435887.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -435890.562500 Penalty: 2724.690186
	Iteration 47Q: 3 clusters Score -435890.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -435892.812500 Penalty: 2724.690186
	Iteration 48Q: 3 clusters Score -435892.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -435895.968750 Penalty: 2724.690186
	Iteration 49Q: 3 clusters Score -435896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -435896.562500 Penalty: 2724.690186
	Iteration 50Q: 3 clusters Score -435896.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -435897.468750 Penalty: 2724.690186
	Iteration 51Q: 3 clusters Score -435897.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -435901.187500 Penalty: 2724.690186
	Iteration 52Q: 3 clusters Score -435901.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -435903.906250 Penalty: 2724.690186
	Iteration 53Q: 3 clusters Score -435903.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -435904.562500 Penalty: 2724.690186
	Iteration 54Q: 3 clusters Score -435904.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -435904.406250 Penalty: 2724.690186
	Iteration 55Q: 3 clusters Score -435904.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -435904.406250 Penalty: 2724.690186
	Iteration 56F: 3 clusters Score -435904.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (117457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117457 members 
Entering Unmasked Estep 
Score: -13948508.000000 Penalty: 1896.996948
	Iteration 0F: 2 clusters Score -1.394851e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58640 members 
Mstep: Class 2 contains 58817 members 
Entering Unmasked Estep 
Score: -13874977.000000 Penalty: 3793.993896
	Iteration 0F: 3 clusters Score -1.387498e+07 nChanged 56409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56765 members 
Mstep: Class 2 contains 60692 members 
Entering Unmasked Estep 
Score: -13907759.000000 Penalty: 3793.993896
	Iteration 1F: 3 clusters Score -1.390776e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55291 members 
Mstep: Class 2 contains 62166 members 
Entering Unmasked Estep 
Score: -13908287.000000 Penalty: 3793.993896
	Iteration 2Q: 3 clusters Score -1.390829e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52982 members 
Mstep: Class 2 contains 64475 members 
Entering Unmasked Estep 
Score: -13909068.000000 Penalty: 3793.993896
	Iteration 3Q: 3 clusters Score -1.390907e+07 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49416 members 
Mstep: Class 2 contains 68041 members 
Entering Unmasked Estep 
Score: -13910326.000000 Penalty: 3793.993896
	Iteration 4Q: 3 clusters Score -1.391033e+07 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43978 members 
Mstep: Class 2 contains 73479 members 
Entering Unmasked Estep 
Score: -13912901.000000 Penalty: 3793.993896
	Iteration 5Q: 3 clusters Score -1.39129e+07 nChanged 7906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36124 members 
Mstep: Class 2 contains 81333 members 
Entering Unmasked Estep 
Score: -13917844.000000 Penalty: 3793.993896
	Iteration 6F: 3 clusters Score -1.391784e+07 nChanged 10334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 91665 members 
Entering Unmasked Estep 
Score: -13926059.000000 Penalty: 3793.993896
	Iteration 7F: 3 clusters Score -1.392606e+07 nChanged 10905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 102568 members 
Entering Unmasked Estep 
Score: -13934718.000000 Penalty: 3793.993896
	Iteration 8F: 3 clusters Score -1.393472e+07 nChanged 8220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 110788 members 
Entering Unmasked Estep 
Score: -13941150.000000 Penalty: 3793.993896
	Iteration 9F: 3 clusters Score -1.394115e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 114971 members 
Entering Unmasked Estep 
Score: -13944676.000000 Penalty: 3793.993896
	Iteration 10Q: 3 clusters Score -1.394468e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 116478 members 
Entering Unmasked Estep 
Score: -13945972.000000 Penalty: 3793.993896
	Iteration 11Q: 3 clusters Score -1.394597e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 116989 members 
Entering Unmasked Estep 
Score: -13946457.000000 Penalty: 3793.993896
	Iteration 12Q: 3 clusters Score -1.394646e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 117143 members 
Entering Unmasked Estep 
Score: -13946621.000000 Penalty: 3793.993896
	Iteration 13Q: 3 clusters Score -1.394662e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 117205 members 
Entering Unmasked Estep 
Score: -13946711.000000 Penalty: 3793.993896
	Iteration 14Q: 3 clusters Score -1.394671e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 117234 members 
Entering Unmasked Estep 
Score: -13946759.000000 Penalty: 3793.993896
	Iteration 15Q: 3 clusters Score -1.394676e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 117246 members 
Entering Unmasked Estep 
Score: -13946815.000000 Penalty: 3793.993896
	Iteration 16Q: 3 clusters Score -1.394682e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 117254 members 
Entering Unmasked Estep 
Score: -13946834.000000 Penalty: 3793.993896
	Iteration 17Q: 3 clusters Score -1.394683e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 117259 members 
Entering Unmasked Estep 
Score: -13946858.000000 Penalty: 3793.993896
	Iteration 18Q: 3 clusters Score -1.394686e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 117260 members 
Entering Unmasked Estep 
Score: -13946844.000000 Penalty: 3793.993896
	Iteration 19Q: 3 clusters Score -1.394684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 117258 members 
Entering Unmasked Estep 
Score: -13946856.000000 Penalty: 3793.993896
	Iteration 20F: 3 clusters Score -1.394686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 117260 members 
Entering Unmasked Estep 
Score: -13946863.000000 Penalty: 3793.993896
	Iteration 21Q: 3 clusters Score -1.394686e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 117260 members 
Entering Unmasked Estep 
Score: -13946863.000000 Penalty: 3793.993896
	Iteration 22F: 3 clusters Score -1.394686e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Entering Unmasked Estep 
Score: -1201288.750000 Penalty: 1501.877686
	Iteration 0F: 2 clusters Score -1201289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1193879.500000 Penalty: 3003.755371
	Iteration 0F: 3 clusters Score -1193880 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1196352.125000 Penalty: 3003.755371
	Iteration 1F: 3 clusters Score -1196352 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1196672.625000 Penalty: 3003.755371
	Iteration 2F: 3 clusters Score -1196673 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1196972.375000 Penalty: 3003.755371
	Iteration 3F: 3 clusters Score -1196972 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1197266.125000 Penalty: 3003.755371
	Iteration 4Q: 3 clusters Score -1197266 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1197557.375000 Penalty: 3003.755371
	Iteration 5Q: 3 clusters Score -1197557 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1197801.500000 Penalty: 3003.755371
	Iteration 6Q: 3 clusters Score -1197802 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1198018.375000 Penalty: 3003.755371
	Iteration 7Q: 3 clusters Score -1198018 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1198229.750000 Penalty: 3003.755371
	Iteration 8Q: 3 clusters Score -1198230 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1198459.375000 Penalty: 3003.755371
	Iteration 9Q: 3 clusters Score -1198459 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1198640.125000 Penalty: 3003.755371
	Iteration 10Q: 3 clusters Score -1198640 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1198788.000000 Penalty: 3003.755371
	Iteration 11Q: 3 clusters Score -1198788 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1198903.875000 Penalty: 3003.755371
	Iteration 12Q: 3 clusters Score -1198904 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1199012.000000 Penalty: 3003.755371
	Iteration 13Q: 3 clusters Score -1199012 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1199080.375000 Penalty: 3003.755371
	Iteration 14Q: 3 clusters Score -1199080 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1199137.125000 Penalty: 3003.755371
	Iteration 15Q: 3 clusters Score -1199137 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1199187.875000 Penalty: 3003.755371
	Iteration 16Q: 3 clusters Score -1199188 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1199243.875000 Penalty: 3003.755371
	Iteration 17Q: 3 clusters Score -1199244 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1199298.625000 Penalty: 3003.755371
	Iteration 18Q: 3 clusters Score -1199299 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1199358.125000 Penalty: 3003.755371
	Iteration 19Q: 3 clusters Score -1199358 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1199404.875000 Penalty: 3003.755371
	Iteration 20F: 3 clusters Score -1199405 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1199449.000000 Penalty: 3003.755371
	Iteration 21Q: 3 clusters Score -1199449 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1199499.125000 Penalty: 3003.755371
	Iteration 22Q: 3 clusters Score -1199499 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1199533.125000 Penalty: 3003.755371
	Iteration 23Q: 3 clusters Score -1199533 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1199564.375000 Penalty: 3003.755371
	Iteration 24Q: 3 clusters Score -1199564 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1199592.250000 Penalty: 3003.755371
	Iteration 25Q: 3 clusters Score -1199592 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1199626.000000 Penalty: 3003.755371
	Iteration 26Q: 3 clusters Score -1199626 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1199659.375000 Penalty: 3003.755371
	Iteration 27Q: 3 clusters Score -1199659 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1199684.500000 Penalty: 3003.755371
	Iteration 28Q: 3 clusters Score -1199684 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1199712.000000 Penalty: 3003.755371
	Iteration 29Q: 3 clusters Score -1199712 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1199735.375000 Penalty: 3003.755371
	Iteration 30Q: 3 clusters Score -1199735 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1199756.625000 Penalty: 3003.755371
	Iteration 31Q: 3 clusters Score -1199757 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1199785.500000 Penalty: 3003.755371
	Iteration 32Q: 3 clusters Score -1199786 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1199812.625000 Penalty: 3003.755371
	Iteration 33Q: 3 clusters Score -1199813 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1199842.875000 Penalty: 3003.755371
	Iteration 34Q: 3 clusters Score -1199843 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1199867.750000 Penalty: 3003.755371
	Iteration 35Q: 3 clusters Score -1199868 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1199891.750000 Penalty: 3003.755371
	Iteration 36Q: 3 clusters Score -1199892 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1199908.750000 Penalty: 3003.755371
	Iteration 37Q: 3 clusters Score -1199909 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1199924.625000 Penalty: 3003.755371
	Iteration 38Q: 3 clusters Score -1199925 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1199936.625000 Penalty: 3003.755371
	Iteration 39Q: 3 clusters Score -1199937 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1199943.625000 Penalty: 3003.755371
	Iteration 40F: 3 clusters Score -1199944 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1199953.375000 Penalty: 3003.755371
	Iteration 41Q: 3 clusters Score -1199953 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1199958.250000 Penalty: 3003.755371
	Iteration 42Q: 3 clusters Score -1199958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1199965.875000 Penalty: 3003.755371
	Iteration 43Q: 3 clusters Score -1199966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1199970.625000 Penalty: 3003.755371
	Iteration 44Q: 3 clusters Score -1199971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1199975.125000 Penalty: 3003.755371
	Iteration 45Q: 3 clusters Score -1199975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1199976.375000 Penalty: 3003.755371
	Iteration 46Q: 3 clusters Score -1199976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1199982.375000 Penalty: 3003.755371
	Iteration 47Q: 3 clusters Score -1199982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1199984.250000 Penalty: 3003.755371
	Iteration 48Q: 3 clusters Score -1199984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1199987.250000 Penalty: 3003.755371
	Iteration 49Q: 3 clusters Score -1199987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1199990.625000 Penalty: 3003.755371
	Iteration 50Q: 3 clusters Score -1199991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1199997.000000 Penalty: 3003.755371
	Iteration 51Q: 3 clusters Score -1199997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1200000.625000 Penalty: 3003.755371
	Iteration 52Q: 3 clusters Score -1200001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1200002.125000 Penalty: 3003.755371
	Iteration 53Q: 3 clusters Score -1200002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1200002.750000 Penalty: 3003.755371
	Iteration 54Q: 3 clusters Score -1200003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1200003.875000 Penalty: 3003.755371
	Iteration 55Q: 3 clusters Score -1200004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1200004.500000 Penalty: 3003.755371
	Iteration 56Q: 3 clusters Score -1200004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1200004.500000 Penalty: 3003.755371
	Iteration 57F: 3 clusters Score -1200004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Entering Unmasked Estep 
Score: -1009339.062500 Penalty: 1478.944214
	Iteration 0F: 2 clusters Score -1009339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1002919.562500 Penalty: 2957.888428
	Iteration 0F: 3 clusters Score -1002920 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1005046.687500 Penalty: 2957.888428
	Iteration 1F: 3 clusters Score -1005047 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1005313.187500 Penalty: 2957.888428
	Iteration 2F: 3 clusters Score -1005313 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1005552.937500 Penalty: 2957.888428
	Iteration 3F: 3 clusters Score -1005553 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1005811.500000 Penalty: 2957.888428
	Iteration 4F: 3 clusters Score -1005812 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1006088.750000 Penalty: 2957.888428
	Iteration 5Q: 3 clusters Score -1006089 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1006374.000000 Penalty: 2957.888428
	Iteration 6Q: 3 clusters Score -1006374 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1006617.187500 Penalty: 2957.888428
	Iteration 7Q: 3 clusters Score -1006617 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1006846.875000 Penalty: 2957.888428
	Iteration 8Q: 3 clusters Score -1006847 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1007058.375000 Penalty: 2957.888428
	Iteration 9Q: 3 clusters Score -1007058 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1007222.250000 Penalty: 2957.888428
	Iteration 10Q: 3 clusters Score -1007222 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1007357.750000 Penalty: 2957.888428
	Iteration 11Q: 3 clusters Score -1007358 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1007465.875000 Penalty: 2957.888428
	Iteration 12Q: 3 clusters Score -1007466 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1007564.937500 Penalty: 2957.888428
	Iteration 13Q: 3 clusters Score -1007565 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1007633.062500 Penalty: 2957.888428
	Iteration 14Q: 3 clusters Score -1007633 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1007707.875000 Penalty: 2957.888428
	Iteration 15Q: 3 clusters Score -1007708 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1007787.437500 Penalty: 2957.888428
	Iteration 16Q: 3 clusters Score -1007787 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1007847.437500 Penalty: 2957.888428
	Iteration 17Q: 3 clusters Score -1007847 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1007886.312500 Penalty: 2957.888428
	Iteration 18Q: 3 clusters Score -1007886 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1007918.187500 Penalty: 2957.888428
	Iteration 19Q: 3 clusters Score -1007918 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1007942.187500 Penalty: 2957.888428
	Iteration 20F: 3 clusters Score -1007942 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1007963.750000 Penalty: 2957.888428
	Iteration 21Q: 3 clusters Score -1007964 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1007984.000000 Penalty: 2957.888428
	Iteration 22Q: 3 clusters Score -1007984 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1007995.500000 Penalty: 2957.888428
	Iteration 23Q: 3 clusters Score -1007996 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1008011.000000 Penalty: 2957.888428
	Iteration 24Q: 3 clusters Score -1008011 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1008024.562500 Penalty: 2957.888428
	Iteration 25Q: 3 clusters Score -1008025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1008032.562500 Penalty: 2957.888428
	Iteration 26Q: 3 clusters Score -1008033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1008040.000000 Penalty: 2957.888428
	Iteration 27Q: 3 clusters Score -1008040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1008041.437500 Penalty: 2957.888428
	Iteration 28Q: 3 clusters Score -1008041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1008041.937500 Penalty: 2957.888428
	Iteration 29Q: 3 clusters Score -1008042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1008044.187500 Penalty: 2957.888428
	Iteration 30Q: 3 clusters Score -1008044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1008044.250000 Penalty: 2957.888428
	Iteration 31Q: 3 clusters Score -1008044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1008046.625000 Penalty: 2957.888428
	Iteration 32Q: 3 clusters Score -1008047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1008047.562500 Penalty: 2957.888428
	Iteration 33Q: 3 clusters Score -1008048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1008047.562500 Penalty: 2957.888428
	Iteration 34F: 3 clusters Score -1008048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Entering Unmasked Estep 
Score: -2494019.000000 Penalty: 1630.459106
	Iteration 0F: 2 clusters Score -2494019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -2478617.250000 Penalty: 3260.918213
	Iteration 0F: 3 clusters Score -2478617 nChanged 10342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -2484406.500000 Penalty: 3260.918213
	Iteration 1F: 3 clusters Score -2484406 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -2484878.500000 Penalty: 3260.918213
	Iteration 2F: 3 clusters Score -2484878 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -2485349.000000 Penalty: 3260.918213
	Iteration 3F: 3 clusters Score -2485349 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -2485836.500000 Penalty: 3260.918213
	Iteration 4Q: 3 clusters Score -2485836 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -2486385.750000 Penalty: 3260.918213
	Iteration 5F: 3 clusters Score -2486386 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -2486994.250000 Penalty: 3260.918213
	Iteration 6F: 3 clusters Score -2486994 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -2487640.500000 Penalty: 3260.918213
	Iteration 7F: 3 clusters Score -2487640 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -2488230.500000 Penalty: 3260.918213
	Iteration 8Q: 3 clusters Score -2488230 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -2488778.000000 Penalty: 3260.918213
	Iteration 9Q: 3 clusters Score -2488778 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -2489270.500000 Penalty: 3260.918213
	Iteration 10Q: 3 clusters Score -2489270 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -2489646.000000 Penalty: 3260.918213
	Iteration 11Q: 3 clusters Score -2489646 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -2489929.250000 Penalty: 3260.918213
	Iteration 12Q: 3 clusters Score -2489929 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -2490159.250000 Penalty: 3260.918213
	Iteration 13Q: 3 clusters Score -2490159 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -2490345.250000 Penalty: 3260.918213
	Iteration 14Q: 3 clusters Score -2490345 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -2490508.250000 Penalty: 3260.918213
	Iteration 15Q: 3 clusters Score -2490508 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -2490685.750000 Penalty: 3260.918213
	Iteration 16Q: 3 clusters Score -2490686 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -2490844.500000 Penalty: 3260.918213
	Iteration 17Q: 3 clusters Score -2490844 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -2491022.000000 Penalty: 3260.918213
	Iteration 18Q: 3 clusters Score -2491022 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -2491198.500000 Penalty: 3260.918213
	Iteration 19Q: 3 clusters Score -2491198 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -2491361.250000 Penalty: 3260.918213
	Iteration 20F: 3 clusters Score -2491361 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -2491545.750000 Penalty: 3260.918213
	Iteration 21Q: 3 clusters Score -2491546 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -2491677.500000 Penalty: 3260.918213
	Iteration 22Q: 3 clusters Score -2491678 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -2491741.000000 Penalty: 3260.918213
	Iteration 23Q: 3 clusters Score -2491741 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -2491822.500000 Penalty: 3260.918213
	Iteration 24Q: 3 clusters Score -2491822 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -2491867.500000 Penalty: 3260.918213
	Iteration 25Q: 3 clusters Score -2491868 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -2491928.750000 Penalty: 3260.918213
	Iteration 26Q: 3 clusters Score -2491929 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -2491970.250000 Penalty: 3260.918213
	Iteration 27Q: 3 clusters Score -2491970 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -2491986.250000 Penalty: 3260.918213
	Iteration 28Q: 3 clusters Score -2491986 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -2492001.500000 Penalty: 3260.918213
	Iteration 29Q: 3 clusters Score -2492002 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -2492035.000000 Penalty: 3260.918213
	Iteration 30Q: 3 clusters Score -2492035 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -2492062.250000 Penalty: 3260.918213
	Iteration 31Q: 3 clusters Score -2492062 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -2492082.750000 Penalty: 3260.918213
	Iteration 32Q: 3 clusters Score -2492083 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -2492101.750000 Penalty: 3260.918213
	Iteration 33Q: 3 clusters Score -2492102 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -2492123.250000 Penalty: 3260.918213
	Iteration 34Q: 3 clusters Score -2492123 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -2492138.750000 Penalty: 3260.918213
	Iteration 35Q: 3 clusters Score -2492139 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -2492145.750000 Penalty: 3260.918213
	Iteration 36Q: 3 clusters Score -2492146 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -2492159.250000 Penalty: 3260.918213
	Iteration 37Q: 3 clusters Score -2492159 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -2492166.750000 Penalty: 3260.918213
	Iteration 38Q: 3 clusters Score -2492167 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -2492170.500000 Penalty: 3260.918213
	Iteration 39Q: 3 clusters Score -2492170 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -2492173.250000 Penalty: 3260.918213
	Iteration 40F: 3 clusters Score -2492173 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -2492185.000000 Penalty: 3260.918213
	Iteration 41Q: 3 clusters Score -2492185 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -2492190.000000 Penalty: 3260.918213
	Iteration 42Q: 3 clusters Score -2492190 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -2492196.000000 Penalty: 3260.918213
	Iteration 43Q: 3 clusters Score -2492196 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -2492203.250000 Penalty: 3260.918213
	Iteration 44Q: 3 clusters Score -2492203 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -2492207.750000 Penalty: 3260.918213
	Iteration 45Q: 3 clusters Score -2492208 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -2492221.500000 Penalty: 3260.918213
	Iteration 46Q: 3 clusters Score -2492222 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -2492223.750000 Penalty: 3260.918213
	Iteration 47Q: 3 clusters Score -2492224 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -2492218.250000 Penalty: 3260.918213
	Iteration 48Q: 3 clusters Score -2492218 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -2492221.000000 Penalty: 3260.918213
	Iteration 49Q: 3 clusters Score -2492221 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -2492228.500000 Penalty: 3260.918213
	Iteration 50Q: 3 clusters Score -2492228 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -2492228.500000 Penalty: 3260.918213
	Iteration 51Q: 3 clusters Score -2492228 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -2492238.500000 Penalty: 3260.918213
	Iteration 52Q: 3 clusters Score -2492238 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -2492244.750000 Penalty: 3260.918213
	Iteration 53Q: 3 clusters Score -2492245 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -2492246.750000 Penalty: 3260.918213
	Iteration 54Q: 3 clusters Score -2492247 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -2492255.000000 Penalty: 3260.918213
	Iteration 55Q: 3 clusters Score -2492255 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -2492250.750000 Penalty: 3260.918213
	Iteration 56Q: 3 clusters Score -2492251 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -2492255.500000 Penalty: 3260.918213
	Iteration 57Q: 3 clusters Score -2492256 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -2492266.250000 Penalty: 3260.918213
	Iteration 58Q: 3 clusters Score -2492266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -2492268.500000 Penalty: 3260.918213
	Iteration 59Q: 3 clusters Score -2492268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -2492262.250000 Penalty: 3260.918213
	Iteration 60F: 3 clusters Score -2492262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -2492265.000000 Penalty: 3260.918213
	Iteration 61Q: 3 clusters Score -2492265 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2492272.750000 Penalty: 3260.918213
	Iteration 62Q: 3 clusters Score -2492273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -2492272.250000 Penalty: 3260.918213
	Iteration 63Q: 3 clusters Score -2492272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -2492273.250000 Penalty: 3260.918213
	Iteration 64Q: 3 clusters Score -2492273 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -2492273.500000 Penalty: 3260.918213
	Iteration 65Q: 3 clusters Score -2492274 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -2492276.250000 Penalty: 3260.918213
	Iteration 66Q: 3 clusters Score -2492276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -2492281.000000 Penalty: 3260.918213
	Iteration 67Q: 3 clusters Score -2492281 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -2492284.500000 Penalty: 3260.918213
	Iteration 68Q: 3 clusters Score -2492284 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -2492292.000000 Penalty: 3260.918213
	Iteration 69Q: 3 clusters Score -2492292 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -2492294.250000 Penalty: 3260.918213
	Iteration 70Q: 3 clusters Score -2492294 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -2492297.500000 Penalty: 3260.918213
	Iteration 71Q: 3 clusters Score -2492298 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -2492307.000000 Penalty: 3260.918213
	Iteration 72Q: 3 clusters Score -2492307 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -2492310.250000 Penalty: 3260.918213
	Iteration 73Q: 3 clusters Score -2492310 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -2492313.500000 Penalty: 3260.918213
	Iteration 74Q: 3 clusters Score -2492314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -2492321.250000 Penalty: 3260.918213
	Iteration 75Q: 3 clusters Score -2492321 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -2492319.250000 Penalty: 3260.918213
	Iteration 76Q: 3 clusters Score -2492319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -2492314.750000 Penalty: 3260.918213
	Iteration 77Q: 3 clusters Score -2492315 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -2492318.250000 Penalty: 3260.918213
	Iteration 78Q: 3 clusters Score -2492318 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -2492323.000000 Penalty: 3260.918213
	Iteration 79Q: 3 clusters Score -2492323 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -2492325.250000 Penalty: 3260.918213
	Iteration 80F: 3 clusters Score -2492325 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -2492329.750000 Penalty: 3260.918213
	Iteration 81Q: 3 clusters Score -2492330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -2492330.500000 Penalty: 3260.918213
	Iteration 82Q: 3 clusters Score -2492330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -2492331.000000 Penalty: 3260.918213
	Iteration 83Q: 3 clusters Score -2492331 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -2492332.750000 Penalty: 3260.918213
	Iteration 84Q: 3 clusters Score -2492333 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -2492334.000000 Penalty: 3260.918213
	Iteration 85Q: 3 clusters Score -2492334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -2492334.000000 Penalty: 3260.918213
	Iteration 86Q: 3 clusters Score -2492334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -2492334.750000 Penalty: 3260.918213
	Iteration 87Q: 3 clusters Score -2492335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -2492341.250000 Penalty: 3260.918213
	Iteration 88Q: 3 clusters Score -2492341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -2492348.250000 Penalty: 3260.918213
	Iteration 89Q: 3 clusters Score -2492348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -2492345.500000 Penalty: 3260.918213
	Iteration 90Q: 3 clusters Score -2492346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -2492349.500000 Penalty: 3260.918213
	Iteration 91Q: 3 clusters Score -2492350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2492349.500000 Penalty: 3260.918213
	Iteration 92Q: 3 clusters Score -2492350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -2492356.750000 Penalty: 3260.918213
	Iteration 93Q: 3 clusters Score -2492357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -2492355.250000 Penalty: 3260.918213
	Iteration 94Q: 3 clusters Score -2492355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -2492355.000000 Penalty: 3260.918213
	Iteration 95Q: 3 clusters Score -2492355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -2492360.250000 Penalty: 3260.918213
	Iteration 96Q: 3 clusters Score -2492360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -2492361.750000 Penalty: 3260.918213
	Iteration 97Q: 3 clusters Score -2492362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -2492362.000000 Penalty: 3260.918213
	Iteration 98Q: 3 clusters Score -2492362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -2492364.500000 Penalty: 3260.918213
	Iteration 99Q: 3 clusters Score -2492364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -2492365.750000 Penalty: 3260.918213
	Iteration 100F: 3 clusters Score -2492366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -2492365.500000 Penalty: 3260.918213
	Iteration 101Q: 3 clusters Score -2492366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -2492363.000000 Penalty: 3260.918213
	Iteration 102Q: 3 clusters Score -2492363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -2492363.000000 Penalty: 3260.918213
	Iteration 103F: 3 clusters Score -2492363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Entering Unmasked Estep 
Score: -155874.640625 Penalty: 1184.450684
	Iteration 0F: 2 clusters Score -155874.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -154120.468750 Penalty: 2368.901367
	Iteration 0F: 3 clusters Score -154120.5 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -154520.671875 Penalty: 2368.901367
	Iteration 1F: 3 clusters Score -154520.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -154671.390625 Penalty: 2368.901367
	Iteration 2F: 3 clusters Score -154671.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -154753.546875 Penalty: 2368.901367
	Iteration 3F: 3 clusters Score -154753.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -154815.046875 Penalty: 2368.901367
	Iteration 4Q: 3 clusters Score -154815 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -154877.375000 Penalty: 2368.901367
	Iteration 5Q: 3 clusters Score -154877.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -154985.734375 Penalty: 2368.901367
	Iteration 6Q: 3 clusters Score -154985.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -155137.859375 Penalty: 2368.901367
	Iteration 7Q: 3 clusters Score -155137.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -155240.703125 Penalty: 2368.901367
	Iteration 8Q: 3 clusters Score -155240.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -155326.281250 Penalty: 2368.901367
	Iteration 9Q: 3 clusters Score -155326.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -155405.968750 Penalty: 2368.901367
	Iteration 10F: 3 clusters Score -155406 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -155458.296875 Penalty: 2368.901367
	Iteration 11Q: 3 clusters Score -155458.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -155479.421875 Penalty: 2368.901367
	Iteration 12Q: 3 clusters Score -155479.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -155489.218750 Penalty: 2368.901367
	Iteration 13Q: 3 clusters Score -155489.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -155498.828125 Penalty: 2368.901367
	Iteration 14Q: 3 clusters Score -155498.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -155503.500000 Penalty: 2368.901367
	Iteration 15Q: 3 clusters Score -155503.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -155509.484375 Penalty: 2368.901367
	Iteration 16Q: 3 clusters Score -155509.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -155514.171875 Penalty: 2368.901367
	Iteration 17Q: 3 clusters Score -155514.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -155516.531250 Penalty: 2368.901367
	Iteration 18Q: 3 clusters Score -155516.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -155517.265625 Penalty: 2368.901367
	Iteration 19Q: 3 clusters Score -155517.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -155518.296875 Penalty: 2368.901367
	Iteration 20F: 3 clusters Score -155518.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -155518.750000 Penalty: 2368.901367
	Iteration 21Q: 3 clusters Score -155518.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -155519.968750 Penalty: 2368.901367
	Iteration 22Q: 3 clusters Score -155520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -155523.609375 Penalty: 2368.901367
	Iteration 23Q: 3 clusters Score -155523.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -155527.125000 Penalty: 2368.901367
	Iteration 24Q: 3 clusters Score -155527.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -155528.234375 Penalty: 2368.901367
	Iteration 25Q: 3 clusters Score -155528.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -155529.562500 Penalty: 2368.901367
	Iteration 26Q: 3 clusters Score -155529.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -155531.265625 Penalty: 2368.901367
	Iteration 27Q: 3 clusters Score -155531.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -155531.843750 Penalty: 2368.901367
	Iteration 28Q: 3 clusters Score -155531.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -155531.843750 Penalty: 2368.901367
	Iteration 29F: 3 clusters Score -155531.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (31674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Entering Unmasked Estep 
Score: -3794468.000000 Penalty: 1684.028442
	Iteration 0F: 2 clusters Score -3794468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -3773037.000000 Penalty: 3368.056885
	Iteration 0F: 3 clusters Score -3773037 nChanged 14655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -3781311.250000 Penalty: 3368.056885
	Iteration 1F: 3 clusters Score -3781311 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -3781773.250000 Penalty: 3368.056885
	Iteration 2Q: 3 clusters Score -3781773 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -3782308.750000 Penalty: 3368.056885
	Iteration 3Q: 3 clusters Score -3782309 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -3783075.250000 Penalty: 3368.056885
	Iteration 4Q: 3 clusters Score -3783075 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -3784212.250000 Penalty: 3368.056885
	Iteration 5F: 3 clusters Score -3784212 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -3785728.000000 Penalty: 3368.056885
	Iteration 6F: 3 clusters Score -3785728 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -3787495.500000 Penalty: 3368.056885
	Iteration 7F: 3 clusters Score -3787496 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -3789222.250000 Penalty: 3368.056885
	Iteration 8F: 3 clusters Score -3789222 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -3790468.000000 Penalty: 3368.056885
	Iteration 9Q: 3 clusters Score -3790468 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -3791360.250000 Penalty: 3368.056885
	Iteration 10Q: 3 clusters Score -3791360 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 29936 members 
Entering Unmasked Estep 
Score: -3791864.500000 Penalty: 3368.056885
	Iteration 11Q: 3 clusters Score -3791864 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 30402 members 
Entering Unmasked Estep 
Score: -3792209.750000 Penalty: 3368.056885
	Iteration 12Q: 3 clusters Score -3792210 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 30733 members 
Entering Unmasked Estep 
Score: -3792463.250000 Penalty: 3368.056885
	Iteration 13Q: 3 clusters Score -3792463 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 30947 members 
Entering Unmasked Estep 
Score: -3792620.250000 Penalty: 3368.056885
	Iteration 14Q: 3 clusters Score -3792620 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 31099 members 
Entering Unmasked Estep 
Score: -3792740.000000 Penalty: 3368.056885
	Iteration 15Q: 3 clusters Score -3792740 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 31201 members 
Entering Unmasked Estep 
Score: -3792828.750000 Penalty: 3368.056885
	Iteration 16Q: 3 clusters Score -3792829 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 31265 members 
Entering Unmasked Estep 
Score: -3792906.250000 Penalty: 3368.056885
	Iteration 17Q: 3 clusters Score -3792906 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 31302 members 
Entering Unmasked Estep 
Score: -3792936.000000 Penalty: 3368.056885
	Iteration 18Q: 3 clusters Score -3792936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 31323 members 
Entering Unmasked Estep 
Score: -3792950.750000 Penalty: 3368.056885
	Iteration 19Q: 3 clusters Score -3792951 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 31338 members 
Entering Unmasked Estep 
Score: -3792964.000000 Penalty: 3368.056885
	Iteration 20F: 3 clusters Score -3792964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
Score: -3792974.000000 Penalty: 3368.056885
	Iteration 21Q: 3 clusters Score -3792974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -3792974.250000 Penalty: 3368.056885
	Iteration 22Q: 3 clusters Score -3792974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 31362 members 
Entering Unmasked Estep 
Score: -3792979.250000 Penalty: 3368.056885
	Iteration 23Q: 3 clusters Score -3792979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 31365 members 
Entering Unmasked Estep 
Score: -3792978.000000 Penalty: 3368.056885
	Iteration 24Q: 3 clusters Score -3792978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 31366 members 
Entering Unmasked Estep 
Score: -3792979.250000 Penalty: 3368.056885
	Iteration 25Q: 3 clusters Score -3792979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -3792980.250000 Penalty: 3368.056885
	Iteration 26Q: 3 clusters Score -3792980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 31371 members 
Entering Unmasked Estep 
Score: -3792982.250000 Penalty: 3368.056885
	Iteration 27Q: 3 clusters Score -3792982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -3792985.250000 Penalty: 3368.056885
	Iteration 28Q: 3 clusters Score -3792985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 31374 members 
Entering Unmasked Estep 
Score: -3792985.750000 Penalty: 3368.056885
	Iteration 29Q: 3 clusters Score -3792986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
Score: -3792987.500000 Penalty: 3368.056885
	Iteration 30Q: 3 clusters Score -3792988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
Score: -3792989.500000 Penalty: 3368.056885
	Iteration 31Q: 3 clusters Score -3792990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 31381 members 
Entering Unmasked Estep 
Score: -3792992.750000 Penalty: 3368.056885
	Iteration 32Q: 3 clusters Score -3792993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 31381 members 
Entering Unmasked Estep 
Score: -3792992.750000 Penalty: 3368.056885
	Iteration 33F: 3 clusters Score -3792993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (30258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30258 members 
Entering Unmasked Estep 
Score: -3547133.750000 Penalty: 1676.596436
	Iteration 0F: 2 clusters Score -3547134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -3526652.750000 Penalty: 3353.192871
	Iteration 0F: 3 clusters Score -3526653 nChanged 14036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -3534336.000000 Penalty: 3353.192871
	Iteration 1F: 3 clusters Score -3534336 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -3534679.750000 Penalty: 3353.192871
	Iteration 2Q: 3 clusters Score -3534680 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -3535007.500000 Penalty: 3353.192871
	Iteration 3Q: 3 clusters Score -3535008 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -3535276.500000 Penalty: 3353.192871
	Iteration 4Q: 3 clusters Score -3535276 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -3535625.250000 Penalty: 3353.192871
	Iteration 5Q: 3 clusters Score -3535625 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -3536139.250000 Penalty: 3353.192871
	Iteration 6Q: 3 clusters Score -3536139 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -3536825.000000 Penalty: 3353.192871
	Iteration 7Q: 3 clusters Score -3536825 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -3537931.750000 Penalty: 3353.192871
	Iteration 8F: 3 clusters Score -3537932 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -3539416.750000 Penalty: 3353.192871
	Iteration 9F: 3 clusters Score -3539417 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -3541097.500000 Penalty: 3353.192871
	Iteration 10F: 3 clusters Score -3541098 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -3542457.250000 Penalty: 3353.192871
	Iteration 11F: 3 clusters Score -3542457 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -3543499.000000 Penalty: 3353.192871
	Iteration 12Q: 3 clusters Score -3543499 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 28309 members 
Entering Unmasked Estep 
Score: -3544240.750000 Penalty: 3353.192871
	Iteration 13Q: 3 clusters Score -3544241 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
Score: -3544748.000000 Penalty: 3353.192871
	Iteration 14Q: 3 clusters Score -3544748 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 29304 members 
Entering Unmasked Estep 
Score: -3545068.000000 Penalty: 3353.192871
	Iteration 15Q: 3 clusters Score -3545068 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 29563 members 
Entering Unmasked Estep 
Score: -3545287.750000 Penalty: 3353.192871
	Iteration 16Q: 3 clusters Score -3545288 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 29722 members 
Entering Unmasked Estep 
Score: -3545427.000000 Penalty: 3353.192871
	Iteration 17Q: 3 clusters Score -3545427 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 29817 members 
Entering Unmasked Estep 
Score: -3545495.250000 Penalty: 3353.192871
	Iteration 18Q: 3 clusters Score -3545495 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -3545529.250000 Penalty: 3353.192871
	Iteration 19Q: 3 clusters Score -3545529 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -3545559.750000 Penalty: 3353.192871
	Iteration 20F: 3 clusters Score -3545560 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 29922 members 
Entering Unmasked Estep 
Score: -3545587.000000 Penalty: 3353.192871
	Iteration 21Q: 3 clusters Score -3545587 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 29943 members 
Entering Unmasked Estep 
Score: -3545605.500000 Penalty: 3353.192871
	Iteration 22Q: 3 clusters Score -3545606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -3545625.250000 Penalty: 3353.192871
	Iteration 23Q: 3 clusters Score -3545625 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 29966 members 
Entering Unmasked Estep 
Score: -3545644.500000 Penalty: 3353.192871
	Iteration 24Q: 3 clusters Score -3545644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 29971 members 
Entering Unmasked Estep 
Score: -3545652.500000 Penalty: 3353.192871
	Iteration 25Q: 3 clusters Score -3545652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -3545656.000000 Penalty: 3353.192871
	Iteration 26Q: 3 clusters Score -3545656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -3545659.500000 Penalty: 3353.192871
	Iteration 27Q: 3 clusters Score -3545660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 29983 members 
Entering Unmasked Estep 
Score: -3545661.000000 Penalty: 3353.192871
	Iteration 28Q: 3 clusters Score -3545661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 29986 members 
Entering Unmasked Estep 
Score: -3545664.000000 Penalty: 3353.192871
	Iteration 29Q: 3 clusters Score -3545664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 29987 members 
Entering Unmasked Estep 
Score: -3545665.750000 Penalty: 3353.192871
	Iteration 30Q: 3 clusters Score -3545666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 29987 members 
Entering Unmasked Estep 
Score: -3545665.750000 Penalty: 3353.192871
	Iteration 31F: 3 clusters Score -3545666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (22304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Entering Unmasked Estep 
Score: -2640775.000000 Penalty: 1627.034790
	Iteration 0F: 2 clusters Score -2640775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -2625714.250000 Penalty: 3254.069580
	Iteration 0F: 3 clusters Score -2625714 nChanged 10110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -2631068.500000 Penalty: 3254.069580
	Iteration 1F: 3 clusters Score -2631068 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -2631334.750000 Penalty: 3254.069580
	Iteration 2Q: 3 clusters Score -2631335 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -2631532.750000 Penalty: 3254.069580
	Iteration 3Q: 3 clusters Score -2631533 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -2631720.250000 Penalty: 3254.069580
	Iteration 4Q: 3 clusters Score -2631720 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -2631886.250000 Penalty: 3254.069580
	Iteration 5Q: 3 clusters Score -2631886 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -2632055.750000 Penalty: 3254.069580
	Iteration 6Q: 3 clusters Score -2632056 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -2632218.500000 Penalty: 3254.069580
	Iteration 7Q: 3 clusters Score -2632218 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -2632435.250000 Penalty: 3254.069580
	Iteration 8Q: 3 clusters Score -2632435 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -2632729.750000 Penalty: 3254.069580
	Iteration 9Q: 3 clusters Score -2632730 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -2633169.250000 Penalty: 3254.069580
	Iteration 10Q: 3 clusters Score -2633169 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -2633870.750000 Penalty: 3254.069580
	Iteration 11F: 3 clusters Score -2633871 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -2634834.000000 Penalty: 3254.069580
	Iteration 12F: 3 clusters Score -2634834 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -2635956.500000 Penalty: 3254.069580
	Iteration 13F: 3 clusters Score -2635956 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2637007.250000 Penalty: 3254.069580
	Iteration 14F: 3 clusters Score -2637007 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2637855.000000 Penalty: 3254.069580
	Iteration 15Q: 3 clusters Score -2637855 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2638445.750000 Penalty: 3254.069580
	Iteration 16Q: 3 clusters Score -2638446 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2638787.250000 Penalty: 3254.069580
	Iteration 17Q: 3 clusters Score -2638787 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2639024.500000 Penalty: 3254.069580
	Iteration 18Q: 3 clusters Score -2639024 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2639161.250000 Penalty: 3254.069580
	Iteration 19Q: 3 clusters Score -2639161 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2639250.500000 Penalty: 3254.069580
	Iteration 20F: 3 clusters Score -2639250 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2639289.250000 Penalty: 3254.069580
	Iteration 21Q: 3 clusters Score -2639289 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2639302.000000 Penalty: 3254.069580
	Iteration 22Q: 3 clusters Score -2639302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2639312.250000 Penalty: 3254.069580
	Iteration 23Q: 3 clusters Score -2639312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2639326.000000 Penalty: 3254.069580
	Iteration 24Q: 3 clusters Score -2639326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -2639346.500000 Penalty: 3254.069580
	Iteration 25Q: 3 clusters Score -2639346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -2639355.000000 Penalty: 3254.069580
	Iteration 26Q: 3 clusters Score -2639355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -2639357.000000 Penalty: 3254.069580
	Iteration 27Q: 3 clusters Score -2639357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -2639358.500000 Penalty: 3254.069580
	Iteration 28Q: 3 clusters Score -2639358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -2639358.500000 Penalty: 3254.069580
	Iteration 29F: 3 clusters Score -2639358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Entering Unmasked Estep 
Score: -1561756.250000 Penalty: 1546.539062
	Iteration 0F: 2 clusters Score -1561756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1552324.000000 Penalty: 3093.078125
	Iteration 0F: 3 clusters Score -1552324 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1555589.500000 Penalty: 3093.078125
	Iteration 1F: 3 clusters Score -1555590 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1555928.125000 Penalty: 3093.078125
	Iteration 2F: 3 clusters Score -1555928 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1556290.875000 Penalty: 3093.078125
	Iteration 3F: 3 clusters Score -1556291 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1556668.625000 Penalty: 3093.078125
	Iteration 4F: 3 clusters Score -1556669 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1557058.000000 Penalty: 3093.078125
	Iteration 5F: 3 clusters Score -1557058 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1557504.875000 Penalty: 3093.078125
	Iteration 6F: 3 clusters Score -1557505 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1557955.250000 Penalty: 3093.078125
	Iteration 7Q: 3 clusters Score -1557955 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1558373.125000 Penalty: 3093.078125
	Iteration 8Q: 3 clusters Score -1558373 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1558676.250000 Penalty: 3093.078125
	Iteration 9Q: 3 clusters Score -1558676 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1558862.625000 Penalty: 3093.078125
	Iteration 10Q: 3 clusters Score -1558863 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1558960.750000 Penalty: 3093.078125
	Iteration 11Q: 3 clusters Score -1558961 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1559033.750000 Penalty: 3093.078125
	Iteration 12Q: 3 clusters Score -1559034 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1559097.500000 Penalty: 3093.078125
	Iteration 13Q: 3 clusters Score -1559098 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1559160.000000 Penalty: 3093.078125
	Iteration 14Q: 3 clusters Score -1559160 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1559212.250000 Penalty: 3093.078125
	Iteration 15Q: 3 clusters Score -1559212 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1559259.500000 Penalty: 3093.078125
	Iteration 16Q: 3 clusters Score -1559260 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1559300.000000 Penalty: 3093.078125
	Iteration 17Q: 3 clusters Score -1559300 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1559347.250000 Penalty: 3093.078125
	Iteration 18Q: 3 clusters Score -1559347 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1559382.875000 Penalty: 3093.078125
	Iteration 19Q: 3 clusters Score -1559383 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1559413.500000 Penalty: 3093.078125
	Iteration 20F: 3 clusters Score -1559414 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1559459.875000 Penalty: 3093.078125
	Iteration 21Q: 3 clusters Score -1559460 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1559489.750000 Penalty: 3093.078125
	Iteration 22Q: 3 clusters Score -1559490 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1559514.750000 Penalty: 3093.078125
	Iteration 23Q: 3 clusters Score -1559515 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1559545.125000 Penalty: 3093.078125
	Iteration 24Q: 3 clusters Score -1559545 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1559572.625000 Penalty: 3093.078125
	Iteration 25Q: 3 clusters Score -1559573 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1559604.500000 Penalty: 3093.078125
	Iteration 26Q: 3 clusters Score -1559604 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1559625.375000 Penalty: 3093.078125
	Iteration 27Q: 3 clusters Score -1559625 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1559637.375000 Penalty: 3093.078125
	Iteration 28Q: 3 clusters Score -1559637 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1559655.000000 Penalty: 3093.078125
	Iteration 29Q: 3 clusters Score -1559655 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1559666.750000 Penalty: 3093.078125
	Iteration 30Q: 3 clusters Score -1559667 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1559684.625000 Penalty: 3093.078125
	Iteration 31Q: 3 clusters Score -1559685 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1559693.500000 Penalty: 3093.078125
	Iteration 32Q: 3 clusters Score -1559694 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1559708.250000 Penalty: 3093.078125
	Iteration 33Q: 3 clusters Score -1559708 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1559727.625000 Penalty: 3093.078125
	Iteration 34Q: 3 clusters Score -1559728 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1559747.625000 Penalty: 3093.078125
	Iteration 35Q: 3 clusters Score -1559748 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1559764.000000 Penalty: 3093.078125
	Iteration 36Q: 3 clusters Score -1559764 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1559783.125000 Penalty: 3093.078125
	Iteration 37Q: 3 clusters Score -1559783 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1559794.375000 Penalty: 3093.078125
	Iteration 38Q: 3 clusters Score -1559794 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1559806.875000 Penalty: 3093.078125
	Iteration 39Q: 3 clusters Score -1559807 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1559818.625000 Penalty: 3093.078125
	Iteration 40F: 3 clusters Score -1559819 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1559820.500000 Penalty: 3093.078125
	Iteration 41Q: 3 clusters Score -1559820 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1559827.125000 Penalty: 3093.078125
	Iteration 42Q: 3 clusters Score -1559827 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1559837.000000 Penalty: 3093.078125
	Iteration 43Q: 3 clusters Score -1559837 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1559846.750000 Penalty: 3093.078125
	Iteration 44Q: 3 clusters Score -1559847 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1559855.250000 Penalty: 3093.078125
	Iteration 45Q: 3 clusters Score -1559855 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1559866.750000 Penalty: 3093.078125
	Iteration 46Q: 3 clusters Score -1559867 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1559883.500000 Penalty: 3093.078125
	Iteration 47Q: 3 clusters Score -1559884 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1559896.875000 Penalty: 3093.078125
	Iteration 48Q: 3 clusters Score -1559897 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1559897.875000 Penalty: 3093.078125
	Iteration 49Q: 3 clusters Score -1559898 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1559905.125000 Penalty: 3093.078125
	Iteration 50Q: 3 clusters Score -1559905 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -1559916.500000 Penalty: 3093.078125
	Iteration 51Q: 3 clusters Score -1559916 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1559927.750000 Penalty: 3093.078125
	Iteration 52Q: 3 clusters Score -1559928 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1559933.500000 Penalty: 3093.078125
	Iteration 53Q: 3 clusters Score -1559934 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1559943.500000 Penalty: 3093.078125
	Iteration 54Q: 3 clusters Score -1559944 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1559954.875000 Penalty: 3093.078125
	Iteration 55Q: 3 clusters Score -1559955 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1559965.000000 Penalty: 3093.078125
	Iteration 56Q: 3 clusters Score -1559965 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1559976.375000 Penalty: 3093.078125
	Iteration 57Q: 3 clusters Score -1559976 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1559985.625000 Penalty: 3093.078125
	Iteration 58Q: 3 clusters Score -1559986 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1559994.375000 Penalty: 3093.078125
	Iteration 59Q: 3 clusters Score -1559994 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1559997.625000 Penalty: 3093.078125
	Iteration 60F: 3 clusters Score -1559998 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1560000.125000 Penalty: 3093.078125
	Iteration 61Q: 3 clusters Score -1560000 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1560005.000000 Penalty: 3093.078125
	Iteration 62Q: 3 clusters Score -1560005 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1560010.250000 Penalty: 3093.078125
	Iteration 63Q: 3 clusters Score -1560010 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1560013.125000 Penalty: 3093.078125
	Iteration 64Q: 3 clusters Score -1560013 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1560013.125000 Penalty: 3093.078125
	Iteration 65Q: 3 clusters Score -1560013 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1560019.125000 Penalty: 3093.078125
	Iteration 66Q: 3 clusters Score -1560019 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1560024.875000 Penalty: 3093.078125
	Iteration 67Q: 3 clusters Score -1560025 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1560031.000000 Penalty: 3093.078125
	Iteration 68Q: 3 clusters Score -1560031 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1560033.625000 Penalty: 3093.078125
	Iteration 69Q: 3 clusters Score -1560034 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1560042.500000 Penalty: 3093.078125
	Iteration 70Q: 3 clusters Score -1560042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1560043.875000 Penalty: 3093.078125
	Iteration 71Q: 3 clusters Score -1560044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1560047.625000 Penalty: 3093.078125
	Iteration 72Q: 3 clusters Score -1560048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1560047.375000 Penalty: 3093.078125
	Iteration 73Q: 3 clusters Score -1560047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1560053.250000 Penalty: 3093.078125
	Iteration 74Q: 3 clusters Score -1560053 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1560059.500000 Penalty: 3093.078125
	Iteration 75Q: 3 clusters Score -1560060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1560065.875000 Penalty: 3093.078125
	Iteration 76Q: 3 clusters Score -1560066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -1560068.750000 Penalty: 3093.078125
	Iteration 77Q: 3 clusters Score -1560069 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -1560075.500000 Penalty: 3093.078125
	Iteration 78Q: 3 clusters Score -1560076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -1560075.625000 Penalty: 3093.078125
	Iteration 79Q: 3 clusters Score -1560076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1560082.750000 Penalty: 3093.078125
	Iteration 80F: 3 clusters Score -1560083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1560082.000000 Penalty: 3093.078125
	Iteration 81Q: 3 clusters Score -1560082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1560085.000000 Penalty: 3093.078125
	Iteration 82Q: 3 clusters Score -1560085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1560087.500000 Penalty: 3093.078125
	Iteration 83Q: 3 clusters Score -1560088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1560085.750000 Penalty: 3093.078125
	Iteration 84Q: 3 clusters Score -1560086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1560084.125000 Penalty: 3093.078125
	Iteration 85Q: 3 clusters Score -1560084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1560084.500000 Penalty: 3093.078125
	Iteration 86Q: 3 clusters Score -1560084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1560084.750000 Penalty: 3093.078125
	Iteration 87Q: 3 clusters Score -1560085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1560090.250000 Penalty: 3093.078125
	Iteration 88Q: 3 clusters Score -1560090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1560093.750000 Penalty: 3093.078125
	Iteration 89Q: 3 clusters Score -1560094 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -1560098.000000 Penalty: 3093.078125
	Iteration 90Q: 3 clusters Score -1560098 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1560103.500000 Penalty: 3093.078125
	Iteration 91Q: 3 clusters Score -1560104 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1560111.750000 Penalty: 3093.078125
	Iteration 92Q: 3 clusters Score -1560112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1560114.500000 Penalty: 3093.078125
	Iteration 93Q: 3 clusters Score -1560114 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1560125.875000 Penalty: 3093.078125
	Iteration 94Q: 3 clusters Score -1560126 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1560131.250000 Penalty: 3093.078125
	Iteration 95Q: 3 clusters Score -1560131 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -1560141.750000 Penalty: 3093.078125
	Iteration 96Q: 3 clusters Score -1560142 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1560144.750000 Penalty: 3093.078125
	Iteration 97Q: 3 clusters Score -1560145 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1560152.000000 Penalty: 3093.078125
	Iteration 98Q: 3 clusters Score -1560152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1560154.250000 Penalty: 3093.078125
	Iteration 99Q: 3 clusters Score -1560154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -1560157.500000 Penalty: 3093.078125
	Iteration 100F: 3 clusters Score -1560158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -1560162.125000 Penalty: 3093.078125
	Iteration 101Q: 3 clusters Score -1560162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1560165.625000 Penalty: 3093.078125
	Iteration 102Q: 3 clusters Score -1560166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -1560167.125000 Penalty: 3093.078125
	Iteration 103Q: 3 clusters Score -1560167 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1560169.000000 Penalty: 3093.078125
	Iteration 104Q: 3 clusters Score -1560169 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -1560171.375000 Penalty: 3093.078125
	Iteration 105Q: 3 clusters Score -1560171 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -1560175.375000 Penalty: 3093.078125
	Iteration 106Q: 3 clusters Score -1560175 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1560187.625000 Penalty: 3093.078125
	Iteration 107Q: 3 clusters Score -1560188 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1560192.375000 Penalty: 3093.078125
	Iteration 108Q: 3 clusters Score -1560192 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1560198.250000 Penalty: 3093.078125
	Iteration 109Q: 3 clusters Score -1560198 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -1560207.375000 Penalty: 3093.078125
	Iteration 110Q: 3 clusters Score -1560207 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1560220.500000 Penalty: 3093.078125
	Iteration 111Q: 3 clusters Score -1560220 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -1560237.875000 Penalty: 3093.078125
	Iteration 112Q: 3 clusters Score -1560238 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -1560246.125000 Penalty: 3093.078125
	Iteration 113Q: 3 clusters Score -1560246 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -1560253.125000 Penalty: 3093.078125
	Iteration 114Q: 3 clusters Score -1560253 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1560262.375000 Penalty: 3093.078125
	Iteration 115Q: 3 clusters Score -1560262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -1560268.375000 Penalty: 3093.078125
	Iteration 116Q: 3 clusters Score -1560268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1560278.000000 Penalty: 3093.078125
	Iteration 117Q: 3 clusters Score -1560278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -1560282.125000 Penalty: 3093.078125
	Iteration 118Q: 3 clusters Score -1560282 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1560291.500000 Penalty: 3093.078125
	Iteration 119Q: 3 clusters Score -1560292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1560297.375000 Penalty: 3093.078125
	Iteration 120F: 3 clusters Score -1560297 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1560308.250000 Penalty: 3093.078125
	Iteration 121Q: 3 clusters Score -1560308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -1560314.375000 Penalty: 3093.078125
	Iteration 122Q: 3 clusters Score -1560314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -1560318.000000 Penalty: 3093.078125
	Iteration 123Q: 3 clusters Score -1560318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -1560316.500000 Penalty: 3093.078125
	Iteration 124Q: 3 clusters Score -1560316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -1560319.250000 Penalty: 3093.078125
	Iteration 125Q: 3 clusters Score -1560319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1560321.000000 Penalty: 3093.078125
	Iteration 126Q: 3 clusters Score -1560321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -1560322.875000 Penalty: 3093.078125
	Iteration 127Q: 3 clusters Score -1560323 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1560327.500000 Penalty: 3093.078125
	Iteration 128Q: 3 clusters Score -1560328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -1560327.000000 Penalty: 3093.078125
	Iteration 129Q: 3 clusters Score -1560327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -1560330.250000 Penalty: 3093.078125
	Iteration 130Q: 3 clusters Score -1560330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -1560331.750000 Penalty: 3093.078125
	Iteration 131Q: 3 clusters Score -1560332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1560339.500000 Penalty: 3093.078125
	Iteration 132Q: 3 clusters Score -1560340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -1560341.875000 Penalty: 3093.078125
	Iteration 133Q: 3 clusters Score -1560342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -1560343.250000 Penalty: 3093.078125
	Iteration 134Q: 3 clusters Score -1560343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -1560342.375000 Penalty: 3093.078125
	Iteration 135Q: 3 clusters Score -1560342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1560344.625000 Penalty: 3093.078125
	Iteration 136Q: 3 clusters Score -1560345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1560344.750000 Penalty: 3093.078125
	Iteration 137Q: 3 clusters Score -1560345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1560348.500000 Penalty: 3093.078125
	Iteration 138Q: 3 clusters Score -1560348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -1560349.625000 Penalty: 3093.078125
	Iteration 139Q: 3 clusters Score -1560350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -1560349.250000 Penalty: 3093.078125
	Iteration 140F: 3 clusters Score -1560349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -1560349.000000 Penalty: 3093.078125
	Iteration 141Q: 3 clusters Score -1560349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -1560351.750000 Penalty: 3093.078125
	Iteration 142Q: 3 clusters Score -1560352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -1560353.875000 Penalty: 3093.078125
	Iteration 143Q: 3 clusters Score -1560354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -1560353.875000 Penalty: 3093.078125
	Iteration 144F: 3 clusters Score -1560354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Entering Unmasked Estep 
Score: -62150.906250 Penalty: 1042.453247
	Iteration 0F: 2 clusters Score -62150.91 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 284 members 
Entering Unmasked Estep 
Score: -61035.257812 Penalty: 2084.906494
	Iteration 0F: 3 clusters Score -61035.26 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -61406.164062 Penalty: 2084.906494
	Iteration 1F: 3 clusters Score -61406.16 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -61621.785156 Penalty: 2084.906494
	Iteration 2F: 3 clusters Score -61621.79 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -61774.503906 Penalty: 2084.906494
	Iteration 3F: 3 clusters Score -61774.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -61860.312500 Penalty: 2084.906494
	Iteration 4F: 3 clusters Score -61860.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -61894.945312 Penalty: 2084.906494
	Iteration 5Q: 3 clusters Score -61894.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -61933.578125 Penalty: 2084.906494
	Iteration 6Q: 3 clusters Score -61933.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -61982.773438 Penalty: 2084.906494
	Iteration 7Q: 3 clusters Score -61982.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -62020.304688 Penalty: 2084.906494
	Iteration 8Q: 3 clusters Score -62020.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -62049.605469 Penalty: 2084.906494
	Iteration 9Q: 3 clusters Score -62049.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -62071.554688 Penalty: 2084.906494
	Iteration 10Q: 3 clusters Score -62071.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -62082.218750 Penalty: 2084.906494
	Iteration 11Q: 3 clusters Score -62082.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -62086.113281 Penalty: 2084.906494
	Iteration 12Q: 3 clusters Score -62086.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -62087.949219 Penalty: 2084.906494
	Iteration 13Q: 3 clusters Score -62087.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -62090.230469 Penalty: 2084.906494
	Iteration 14Q: 3 clusters Score -62090.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -62091.738281 Penalty: 2084.906494
	Iteration 15Q: 3 clusters Score -62091.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -62091.738281 Penalty: 2084.906494
	Iteration 16F: 3 clusters Score -62091.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Entering Unmasked Estep 
Score: -64404.757812 Penalty: 1044.041260
	Iteration 0F: 2 clusters Score -64404.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -63261.347656 Penalty: 2088.082520
	Iteration 0F: 3 clusters Score -63261.35 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -63454.546875 Penalty: 2088.082520
	Iteration 1F: 3 clusters Score -63454.55 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -63523.757812 Penalty: 2088.082520
	Iteration 2F: 3 clusters Score -63523.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -63542.777344 Penalty: 2088.082520
	Iteration 3Q: 3 clusters Score -63542.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -63549.417969 Penalty: 2088.082520
	Iteration 4Q: 3 clusters Score -63549.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -63559.058594 Penalty: 2088.082520
	Iteration 5Q: 3 clusters Score -63559.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -63559.296875 Penalty: 2088.082520
	Iteration 6Q: 3 clusters Score -63559.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -63559.296875 Penalty: 2088.082520
	Iteration 7F: 3 clusters Score -63559.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -44816.675781 Penalty: 1004.252686
	Iteration 0F: 2 clusters Score -44816.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -43765.203125 Penalty: 2008.505371
	Iteration 0F: 3 clusters Score -43765.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -43951.863281 Penalty: 2008.505371
	Iteration 1F: 3 clusters Score -43951.86 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -44098.406250 Penalty: 2008.505371
	Iteration 2F: 3 clusters Score -44098.41 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -44288.566406 Penalty: 2008.505371
	Iteration 3F: 3 clusters Score -44288.57 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -44501.546875 Penalty: 2008.505371
	Iteration 4F: 3 clusters Score -44501.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -44617.976562 Penalty: 2008.505371
	Iteration 5Q: 3 clusters Score -44617.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -44698.046875 Penalty: 2008.505371
	Iteration 6Q: 3 clusters Score -44698.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -44730.753906 Penalty: 2008.505371
	Iteration 7Q: 3 clusters Score -44730.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -44738.179688 Penalty: 2008.505371
	Iteration 8Q: 3 clusters Score -44738.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -44741.972656 Penalty: 2008.505371
	Iteration 9Q: 3 clusters Score -44741.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -44745.175781 Penalty: 2008.505371
	Iteration 10Q: 3 clusters Score -44745.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -44753.460938 Penalty: 2008.505371
	Iteration 11Q: 3 clusters Score -44753.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -44753.460938 Penalty: 2008.505371
	Iteration 12F: 3 clusters Score -44753.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (12794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Entering Unmasked Estep 
Score: -1451041.125000 Penalty: 1536.718872
	Iteration 0F: 2 clusters Score -1451041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1442155.625000 Penalty: 3073.437744
	Iteration 0F: 3 clusters Score -1442156 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1445159.000000 Penalty: 3073.437744
	Iteration 1F: 3 clusters Score -1445159 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1445378.875000 Penalty: 3073.437744
	Iteration 2F: 3 clusters Score -1445379 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1445544.125000 Penalty: 3073.437744
	Iteration 3Q: 3 clusters Score -1445544 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1445683.000000 Penalty: 3073.437744
	Iteration 4Q: 3 clusters Score -1445683 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1445813.625000 Penalty: 3073.437744
	Iteration 5Q: 3 clusters Score -1445814 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1445936.750000 Penalty: 3073.437744
	Iteration 6Q: 3 clusters Score -1445937 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1446085.875000 Penalty: 3073.437744
	Iteration 7Q: 3 clusters Score -1446086 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1446258.625000 Penalty: 3073.437744
	Iteration 8Q: 3 clusters Score -1446259 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1446510.625000 Penalty: 3073.437744
	Iteration 9Q: 3 clusters Score -1446511 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1446838.250000 Penalty: 3073.437744
	Iteration 10Q: 3 clusters Score -1446838 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1447322.125000 Penalty: 3073.437744
	Iteration 11F: 3 clusters Score -1447322 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1447930.750000 Penalty: 3073.437744
	Iteration 12F: 3 clusters Score -1447931 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1448536.625000 Penalty: 3073.437744
	Iteration 13F: 3 clusters Score -1448537 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -1449022.250000 Penalty: 3073.437744
	Iteration 14Q: 3 clusters Score -1449022 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1449309.750000 Penalty: 3073.437744
	Iteration 15Q: 3 clusters Score -1449310 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -1449483.750000 Penalty: 3073.437744
	Iteration 16Q: 3 clusters Score -1449484 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1449574.625000 Penalty: 3073.437744
	Iteration 17Q: 3 clusters Score -1449575 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -1449620.625000 Penalty: 3073.437744
	Iteration 18Q: 3 clusters Score -1449621 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -1449648.875000 Penalty: 3073.437744
	Iteration 19Q: 3 clusters Score -1449649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1449657.125000 Penalty: 3073.437744
	Iteration 20F: 3 clusters Score -1449657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -1449663.500000 Penalty: 3073.437744
	Iteration 21Q: 3 clusters Score -1449664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -1449665.125000 Penalty: 3073.437744
	Iteration 22Q: 3 clusters Score -1449665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -1449669.625000 Penalty: 3073.437744
	Iteration 23Q: 3 clusters Score -1449670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1449671.875000 Penalty: 3073.437744
	Iteration 24Q: 3 clusters Score -1449672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -1449677.250000 Penalty: 3073.437744
	Iteration 25Q: 3 clusters Score -1449677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1449679.000000 Penalty: 3073.437744
	Iteration 26Q: 3 clusters Score -1449679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1449683.625000 Penalty: 3073.437744
	Iteration 27Q: 3 clusters Score -1449684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1449684.875000 Penalty: 3073.437744
	Iteration 28Q: 3 clusters Score -1449685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -1449686.500000 Penalty: 3073.437744
	Iteration 29Q: 3 clusters Score -1449686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1449688.625000 Penalty: 3073.437744
	Iteration 30Q: 3 clusters Score -1449689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1449690.250000 Penalty: 3073.437744
	Iteration 31Q: 3 clusters Score -1449690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1449691.000000 Penalty: 3073.437744
	Iteration 32Q: 3 clusters Score -1449691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -1449694.500000 Penalty: 3073.437744
	Iteration 33Q: 3 clusters Score -1449694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -1449694.500000 Penalty: 3073.437744
	Iteration 34Q: 3 clusters Score -1449694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -1449694.500000 Penalty: 3073.437744
	Iteration 35F: 3 clusters Score -1449694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (32639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32639 members 
Entering Unmasked Estep 
Score: -3813414.500000 Penalty: 1688.905273
	Iteration 0F: 2 clusters Score -3813414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -3791573.000000 Penalty: 3377.810547
	Iteration 0F: 3 clusters Score -3791573 nChanged 15076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -3799934.250000 Penalty: 3377.810547
	Iteration 1F: 3 clusters Score -3799934 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -3800311.750000 Penalty: 3377.810547
	Iteration 2Q: 3 clusters Score -3800312 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -3800687.000000 Penalty: 3377.810547
	Iteration 3Q: 3 clusters Score -3800687 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -3801198.250000 Penalty: 3377.810547
	Iteration 4Q: 3 clusters Score -3801198 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -3801864.750000 Penalty: 3377.810547
	Iteration 5Q: 3 clusters Score -3801865 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -3802870.500000 Penalty: 3377.810547
	Iteration 6F: 3 clusters Score -3802870 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -3804343.000000 Penalty: 3377.810547
	Iteration 7F: 3 clusters Score -3804343 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 25686 members 
Entering Unmasked Estep 
Score: -3806311.750000 Penalty: 3377.810547
	Iteration 8F: 3 clusters Score -3806312 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -3808381.250000 Penalty: 3377.810547
	Iteration 9F: 3 clusters Score -3808381 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -3809886.500000 Penalty: 3377.810547
	Iteration 10Q: 3 clusters Score -3809886 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 28746 members 
Entering Unmasked Estep 
Score: -3810654.500000 Penalty: 3377.810547
	Iteration 11Q: 3 clusters Score -3810654 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 28898 members 
Entering Unmasked Estep 
Score: -3810995.750000 Penalty: 3377.810547
	Iteration 12Q: 3 clusters Score -3810996 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 29000 members 
Entering Unmasked Estep 
Score: -3811184.000000 Penalty: 3377.810547
	Iteration 13Q: 3 clusters Score -3811184 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 29090 members 
Entering Unmasked Estep 
Score: -3811292.750000 Penalty: 3377.810547
	Iteration 14Q: 3 clusters Score -3811293 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -3811367.750000 Penalty: 3377.810547
	Iteration 15Q: 3 clusters Score -3811368 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
Score: -3811424.500000 Penalty: 3377.810547
	Iteration 16Q: 3 clusters Score -3811424 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 29280 members 
Entering Unmasked Estep 
Score: -3811471.500000 Penalty: 3377.810547
	Iteration 17Q: 3 clusters Score -3811472 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 29330 members 
Entering Unmasked Estep 
Score: -3811504.250000 Penalty: 3377.810547
	Iteration 18Q: 3 clusters Score -3811504 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 29374 members 
Entering Unmasked Estep 
Score: -3811537.250000 Penalty: 3377.810547
	Iteration 19Q: 3 clusters Score -3811537 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 29412 members 
Entering Unmasked Estep 
Score: -3811554.750000 Penalty: 3377.810547
	Iteration 20F: 3 clusters Score -3811555 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -3811578.250000 Penalty: 3377.810547
	Iteration 21Q: 3 clusters Score -3811578 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -3811590.250000 Penalty: 3377.810547
	Iteration 22Q: 3 clusters Score -3811590 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 29504 members 
Entering Unmasked Estep 
Score: -3811604.750000 Penalty: 3377.810547
	Iteration 23Q: 3 clusters Score -3811605 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 29542 members 
Entering Unmasked Estep 
Score: -3811617.000000 Penalty: 3377.810547
	Iteration 24Q: 3 clusters Score -3811617 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -3811635.250000 Penalty: 3377.810547
	Iteration 25Q: 3 clusters Score -3811635 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -3811639.750000 Penalty: 3377.810547
	Iteration 26Q: 3 clusters Score -3811640 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -3811636.000000 Penalty: 3377.810547
	Iteration 27Q: 3 clusters Score -3811636 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 29655 members 
Entering Unmasked Estep 
Score: -3811651.750000 Penalty: 3377.810547
	Iteration 28Q: 3 clusters Score -3811652 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -3811658.500000 Penalty: 3377.810547
	Iteration 29Q: 3 clusters Score -3811658 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 29687 members 
Entering Unmasked Estep 
Score: -3811660.000000 Penalty: 3377.810547
	Iteration 30Q: 3 clusters Score -3811660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 29694 members 
Entering Unmasked Estep 
Score: -3811667.500000 Penalty: 3377.810547
	Iteration 31Q: 3 clusters Score -3811668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -3811663.500000 Penalty: 3377.810547
	Iteration 32Q: 3 clusters Score -3811664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 29710 members 
Entering Unmasked Estep 
Score: -3811664.750000 Penalty: 3377.810547
	Iteration 33Q: 3 clusters Score -3811665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -3811664.500000 Penalty: 3377.810547
	Iteration 34Q: 3 clusters Score -3811664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 29722 members 
Entering Unmasked Estep 
Score: -3811662.750000 Penalty: 3377.810547
	Iteration 35Q: 3 clusters Score -3811663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 29735 members 
Entering Unmasked Estep 
Score: -3811669.750000 Penalty: 3377.810547
	Iteration 36Q: 3 clusters Score -3811670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 29752 members 
Entering Unmasked Estep 
Score: -3811665.250000 Penalty: 3377.810547
	Iteration 37Q: 3 clusters Score -3811665 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -3811669.250000 Penalty: 3377.810547
	Iteration 38Q: 3 clusters Score -3811669 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -3811671.250000 Penalty: 3377.810547
	Iteration 39Q: 3 clusters Score -3811671 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 29797 members 
Entering Unmasked Estep 
Score: -3811670.000000 Penalty: 3377.810547
	Iteration 40F: 3 clusters Score -3811670 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 29817 members 
Entering Unmasked Estep 
Score: -3811677.250000 Penalty: 3377.810547
	Iteration 41Q: 3 clusters Score -3811677 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -3811684.000000 Penalty: 3377.810547
	Iteration 42Q: 3 clusters Score -3811684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 29844 members 
Entering Unmasked Estep 
Score: -3811693.250000 Penalty: 3377.810547
	Iteration 43Q: 3 clusters Score -3811693 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -3811697.250000 Penalty: 3377.810547
	Iteration 44Q: 3 clusters Score -3811697 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 29877 members 
Entering Unmasked Estep 
Score: -3811697.500000 Penalty: 3377.810547
	Iteration 45Q: 3 clusters Score -3811698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 29892 members 
Entering Unmasked Estep 
Score: -3811700.250000 Penalty: 3377.810547
	Iteration 46Q: 3 clusters Score -3811700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -3811707.250000 Penalty: 3377.810547
	Iteration 47Q: 3 clusters Score -3811707 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -3811709.750000 Penalty: 3377.810547
	Iteration 48Q: 3 clusters Score -3811710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 29919 members 
Entering Unmasked Estep 
Score: -3811703.250000 Penalty: 3377.810547
	Iteration 49Q: 3 clusters Score -3811703 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -3811705.500000 Penalty: 3377.810547
	Iteration 50Q: 3 clusters Score -3811706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 29927 members 
Entering Unmasked Estep 
Score: -3811700.750000 Penalty: 3377.810547
	Iteration 51Q: 3 clusters Score -3811701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 29933 members 
Entering Unmasked Estep 
Score: -3811699.250000 Penalty: 3377.810547
	Iteration 52Q: 3 clusters Score -3811699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 29936 members 
Entering Unmasked Estep 
Score: -3811704.500000 Penalty: 3377.810547
	Iteration 53Q: 3 clusters Score -3811704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 29934 members 
Entering Unmasked Estep 
Score: -3811703.750000 Penalty: 3377.810547
	Iteration 54Q: 3 clusters Score -3811704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
Score: -3811706.750000 Penalty: 3377.810547
	Iteration 55Q: 3 clusters Score -3811707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
Score: -3811706.750000 Penalty: 3377.810547
	Iteration 56Q: 3 clusters Score -3811707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 29940 members 
Entering Unmasked Estep 
Score: -3811706.250000 Penalty: 3377.810547
	Iteration 57Q: 3 clusters Score -3811706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 29939 members 
Entering Unmasked Estep 
Score: -3811709.500000 Penalty: 3377.810547
	Iteration 58Q: 3 clusters Score -3811710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 29939 members 
Entering Unmasked Estep 
Score: -3811709.500000 Penalty: 3377.810547
	Iteration 59F: 3 clusters Score -3811710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Entering Unmasked Estep 
Score: -416466.875000 Penalty: 1341.276367
	Iteration 0F: 2 clusters Score -416466.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -413214.281250 Penalty: 2682.552734
	Iteration 0F: 3 clusters Score -413214.3 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -414073.625000 Penalty: 2682.552734
	Iteration 1F: 3 clusters Score -414073.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -414211.375000 Penalty: 2682.552734
	Iteration 2F: 3 clusters Score -414211.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -414308.875000 Penalty: 2682.552734
	Iteration 3F: 3 clusters Score -414308.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -414385.375000 Penalty: 2682.552734
	Iteration 4Q: 3 clusters Score -414385.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -414440.687500 Penalty: 2682.552734
	Iteration 5Q: 3 clusters Score -414440.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -414488.531250 Penalty: 2682.552734
	Iteration 6Q: 3 clusters Score -414488.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -414537.093750 Penalty: 2682.552734
	Iteration 7Q: 3 clusters Score -414537.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -414577.750000 Penalty: 2682.552734
	Iteration 8Q: 3 clusters Score -414577.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -414616.187500 Penalty: 2682.552734
	Iteration 9Q: 3 clusters Score -414616.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -414651.406250 Penalty: 2682.552734
	Iteration 10Q: 3 clusters Score -414651.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -414677.593750 Penalty: 2682.552734
	Iteration 11Q: 3 clusters Score -414677.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -414702.250000 Penalty: 2682.552734
	Iteration 12Q: 3 clusters Score -414702.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -414736.343750 Penalty: 2682.552734
	Iteration 13Q: 3 clusters Score -414736.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -414773.906250 Penalty: 2682.552734
	Iteration 14Q: 3 clusters Score -414773.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -414807.250000 Penalty: 2682.552734
	Iteration 15Q: 3 clusters Score -414807.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -414835.875000 Penalty: 2682.552734
	Iteration 16Q: 3 clusters Score -414835.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -414859.875000 Penalty: 2682.552734
	Iteration 17Q: 3 clusters Score -414859.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -414878.281250 Penalty: 2682.552734
	Iteration 18Q: 3 clusters Score -414878.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -414903.125000 Penalty: 2682.552734
	Iteration 19Q: 3 clusters Score -414903.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -414924.531250 Penalty: 2682.552734
	Iteration 20F: 3 clusters Score -414924.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -414943.593750 Penalty: 2682.552734
	Iteration 21Q: 3 clusters Score -414943.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -414959.125000 Penalty: 2682.552734
	Iteration 22Q: 3 clusters Score -414959.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -414971.812500 Penalty: 2682.552734
	Iteration 23Q: 3 clusters Score -414971.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -414983.156250 Penalty: 2682.552734
	Iteration 24Q: 3 clusters Score -414983.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -414987.343750 Penalty: 2682.552734
	Iteration 25Q: 3 clusters Score -414987.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -414992.562500 Penalty: 2682.552734
	Iteration 26Q: 3 clusters Score -414992.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -414996.281250 Penalty: 2682.552734
	Iteration 27Q: 3 clusters Score -414996.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -414999.687500 Penalty: 2682.552734
	Iteration 28Q: 3 clusters Score -414999.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -415001.593750 Penalty: 2682.552734
	Iteration 29Q: 3 clusters Score -415001.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -415004.437500 Penalty: 2682.552734
	Iteration 30Q: 3 clusters Score -415004.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -415007.281250 Penalty: 2682.552734
	Iteration 31Q: 3 clusters Score -415007.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -415009.312500 Penalty: 2682.552734
	Iteration 32Q: 3 clusters Score -415009.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -415011.312500 Penalty: 2682.552734
	Iteration 33Q: 3 clusters Score -415011.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -415012.906250 Penalty: 2682.552734
	Iteration 34Q: 3 clusters Score -415012.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -415013.968750 Penalty: 2682.552734
	Iteration 35Q: 3 clusters Score -415014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -415015.218750 Penalty: 2682.552734
	Iteration 36Q: 3 clusters Score -415015.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -415015.750000 Penalty: 2682.552734
	Iteration 37Q: 3 clusters Score -415015.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -415018.343750 Penalty: 2682.552734
	Iteration 38Q: 3 clusters Score -415018.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -415020.250000 Penalty: 2682.552734
	Iteration 39Q: 3 clusters Score -415020.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -415021.031250 Penalty: 2682.552734
	Iteration 40F: 3 clusters Score -415021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -415023.187500 Penalty: 2682.552734
	Iteration 41Q: 3 clusters Score -415023.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -415024.125000 Penalty: 2682.552734
	Iteration 42Q: 3 clusters Score -415024.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -415024.906250 Penalty: 2682.552734
	Iteration 43Q: 3 clusters Score -415024.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -415024.093750 Penalty: 2682.552734
	Iteration 44Q: 3 clusters Score -415024.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -415025.562500 Penalty: 2682.552734
	Iteration 45Q: 3 clusters Score -415025.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -415025.437500 Penalty: 2682.552734
	Iteration 46Q: 3 clusters Score -415025.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -415026.281250 Penalty: 2682.552734
	Iteration 47Q: 3 clusters Score -415026.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -415027.500000 Penalty: 2682.552734
	Iteration 48Q: 3 clusters Score -415027.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -415028.093750 Penalty: 2682.552734
	Iteration 49Q: 3 clusters Score -415028.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -415029.500000 Penalty: 2682.552734
	Iteration 50Q: 3 clusters Score -415029.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -415030.031250 Penalty: 2682.552734
	Iteration 51Q: 3 clusters Score -415030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -415030.906250 Penalty: 2682.552734
	Iteration 52Q: 3 clusters Score -415030.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -415033.500000 Penalty: 2682.552734
	Iteration 53Q: 3 clusters Score -415033.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -415034.468750 Penalty: 2682.552734
	Iteration 54Q: 3 clusters Score -415034.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -415036.500000 Penalty: 2682.552734
	Iteration 55Q: 3 clusters Score -415036.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -415035.625000 Penalty: 2682.552734
	Iteration 56Q: 3 clusters Score -415035.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -415037.093750 Penalty: 2682.552734
	Iteration 57Q: 3 clusters Score -415037.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -415038.343750 Penalty: 2682.552734
	Iteration 58Q: 3 clusters Score -415038.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -415039.312500 Penalty: 2682.552734
	Iteration 59Q: 3 clusters Score -415039.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -415039.250000 Penalty: 2682.552734
	Iteration 60F: 3 clusters Score -415039.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -415039.156250 Penalty: 2682.552734
	Iteration 61Q: 3 clusters Score -415039.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -415039.156250 Penalty: 2682.552734
	Iteration 62F: 3 clusters Score -415039.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (8779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Entering Unmasked Estep 
Score: -1034913.750000 Penalty: 1475.519165
	Iteration 0F: 2 clusters Score -1034914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1028480.062500 Penalty: 2951.038330
	Iteration 0F: 3 clusters Score -1028480 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1030578.562500 Penalty: 2951.038330
	Iteration 1F: 3 clusters Score -1030579 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1030901.437500 Penalty: 2951.038330
	Iteration 2F: 3 clusters Score -1030901 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1031279.375000 Penalty: 2951.038330
	Iteration 3F: 3 clusters Score -1031279 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1031709.875000 Penalty: 2951.038330
	Iteration 4F: 3 clusters Score -1031710 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1032186.062500 Penalty: 2951.038330
	Iteration 5F: 3 clusters Score -1032186 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1032740.500000 Penalty: 2951.038330
	Iteration 6F: 3 clusters Score -1032740 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1033383.187500 Penalty: 2951.038330
	Iteration 7F: 3 clusters Score -1033383 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1033848.875000 Penalty: 2951.038330
	Iteration 8F: 3 clusters Score -1033849 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1034150.437500 Penalty: 2951.038330
	Iteration 9Q: 3 clusters Score -1034150 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1034268.562500 Penalty: 2951.038330
	Iteration 10Q: 3 clusters Score -1034269 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1034307.375000 Penalty: 2951.038330
	Iteration 11Q: 3 clusters Score -1034307 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1034325.000000 Penalty: 2951.038330
	Iteration 12Q: 3 clusters Score -1034325 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1034324.750000 Penalty: 2951.038330
	Iteration 13Q: 3 clusters Score -1034325 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1034327.812500 Penalty: 2951.038330
	Iteration 14Q: 3 clusters Score -1034328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1034328.187500 Penalty: 2951.038330
	Iteration 15Q: 3 clusters Score -1034328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1034329.375000 Penalty: 2951.038330
	Iteration 16Q: 3 clusters Score -1034329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1034329.312500 Penalty: 2951.038330
	Iteration 17Q: 3 clusters Score -1034329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1034329.750000 Penalty: 2951.038330
	Iteration 18Q: 3 clusters Score -1034330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1034332.187500 Penalty: 2951.038330
	Iteration 19Q: 3 clusters Score -1034332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1034333.312500 Penalty: 2951.038330
	Iteration 20F: 3 clusters Score -1034333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1034334.375000 Penalty: 2951.038330
	Iteration 21Q: 3 clusters Score -1034334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1034334.375000 Penalty: 2951.038330
	Iteration 22F: 3 clusters Score -1034334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Entering Unmasked Estep 
Score: -808879.625000 Penalty: 1450.494263
	Iteration 0F: 2 clusters Score -808879.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -803272.625000 Penalty: 2900.988525
	Iteration 0F: 3 clusters Score -803272.6 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -804916.687500 Penalty: 2900.988525
	Iteration 1F: 3 clusters Score -804916.7 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -805156.125000 Penalty: 2900.988525
	Iteration 2F: 3 clusters Score -805156.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -805335.875000 Penalty: 2900.988525
	Iteration 3F: 3 clusters Score -805335.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -805479.062500 Penalty: 2900.988525
	Iteration 4Q: 3 clusters Score -805479.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -805628.750000 Penalty: 2900.988525
	Iteration 5Q: 3 clusters Score -805628.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -805806.687500 Penalty: 2900.988525
	Iteration 6Q: 3 clusters Score -805806.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -805972.062500 Penalty: 2900.988525
	Iteration 7Q: 3 clusters Score -805972.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -806128.687500 Penalty: 2900.988525
	Iteration 8Q: 3 clusters Score -806128.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -806288.125000 Penalty: 2900.988525
	Iteration 9Q: 3 clusters Score -806288.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -806462.500000 Penalty: 2900.988525
	Iteration 10Q: 3 clusters Score -806462.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -806642.687500 Penalty: 2900.988525
	Iteration 11Q: 3 clusters Score -806642.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -806791.125000 Penalty: 2900.988525
	Iteration 12Q: 3 clusters Score -806791.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -806928.312500 Penalty: 2900.988525
	Iteration 13Q: 3 clusters Score -806928.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -807056.000000 Penalty: 2900.988525
	Iteration 14Q: 3 clusters Score -807056 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -807160.750000 Penalty: 2900.988525
	Iteration 15Q: 3 clusters Score -807160.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -807230.437500 Penalty: 2900.988525
	Iteration 16Q: 3 clusters Score -807230.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -807306.375000 Penalty: 2900.988525
	Iteration 17Q: 3 clusters Score -807306.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -807370.937500 Penalty: 2900.988525
	Iteration 18Q: 3 clusters Score -807370.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -807419.687500 Penalty: 2900.988525
	Iteration 19Q: 3 clusters Score -807419.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -807482.125000 Penalty: 2900.988525
	Iteration 20F: 3 clusters Score -807482.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -807540.625000 Penalty: 2900.988525
	Iteration 21Q: 3 clusters Score -807540.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -807593.375000 Penalty: 2900.988525
	Iteration 22Q: 3 clusters Score -807593.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -807644.000000 Penalty: 2900.988525
	Iteration 23Q: 3 clusters Score -807644 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -807680.937500 Penalty: 2900.988525
	Iteration 24Q: 3 clusters Score -807680.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -807699.562500 Penalty: 2900.988525
	Iteration 25Q: 3 clusters Score -807699.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -807705.000000 Penalty: 2900.988525
	Iteration 26Q: 3 clusters Score -807705 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -807714.687500 Penalty: 2900.988525
	Iteration 27Q: 3 clusters Score -807714.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -807719.937500 Penalty: 2900.988525
	Iteration 28Q: 3 clusters Score -807719.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -807723.437500 Penalty: 2900.988525
	Iteration 29Q: 3 clusters Score -807723.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -807726.937500 Penalty: 2900.988525
	Iteration 30Q: 3 clusters Score -807726.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -807729.187500 Penalty: 2900.988525
	Iteration 31Q: 3 clusters Score -807729.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -807732.000000 Penalty: 2900.988525
	Iteration 32Q: 3 clusters Score -807732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -807733.562500 Penalty: 2900.988525
	Iteration 33Q: 3 clusters Score -807733.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -807736.187500 Penalty: 2900.988525
	Iteration 34Q: 3 clusters Score -807736.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -807739.875000 Penalty: 2900.988525
	Iteration 35Q: 3 clusters Score -807739.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -807743.312500 Penalty: 2900.988525
	Iteration 36Q: 3 clusters Score -807743.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -807746.687500 Penalty: 2900.988525
	Iteration 37Q: 3 clusters Score -807746.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -807749.062500 Penalty: 2900.988525
	Iteration 38Q: 3 clusters Score -807749.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -807748.187500 Penalty: 2900.988525
	Iteration 39Q: 3 clusters Score -807748.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -807748.187500 Penalty: 2900.988525
	Iteration 40F: 3 clusters Score -807748.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -35084.687500 Penalty: 961.382812
	Iteration 0F: 2 clusters Score -35084.69 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 202 members 
Entering Unmasked Estep 
Score: -34179.597656 Penalty: 1922.765625
	Iteration 0F: 3 clusters Score -34179.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -34317.128906 Penalty: 1922.765625
	Iteration 1F: 3 clusters Score -34317.13 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -34360.339844 Penalty: 1922.765625
	Iteration 2F: 3 clusters Score -34360.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -34377.605469 Penalty: 1922.765625
	Iteration 3Q: 3 clusters Score -34377.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -34388.316406 Penalty: 1922.765625
	Iteration 4Q: 3 clusters Score -34388.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -34389.914062 Penalty: 1922.765625
	Iteration 5Q: 3 clusters Score -34389.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -34389.914062 Penalty: 1922.765625
	Iteration 6F: 3 clusters Score -34389.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (84919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84919 members 
Entering Unmasked Estep 
Score: -10120382.000000 Penalty: 1844.286133
	Iteration 0F: 2 clusters Score -1.012038e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42183 members 
Mstep: Class 2 contains 42736 members 
Entering Unmasked Estep 
Score: -10064060.000000 Penalty: 3688.572266
	Iteration 0F: 3 clusters Score -1.006406e+07 nChanged 40164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37997 members 
Mstep: Class 2 contains 46922 members 
Entering Unmasked Estep 
Score: -10087298.000000 Penalty: 3688.572266
	Iteration 1F: 3 clusters Score -1.00873e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35526 members 
Mstep: Class 2 contains 49393 members 
Entering Unmasked Estep 
Score: -10088493.000000 Penalty: 3688.572266
	Iteration 2Q: 3 clusters Score -1.008849e+07 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31753 members 
Mstep: Class 2 contains 53166 members 
Entering Unmasked Estep 
Score: -10090624.000000 Penalty: 3688.572266
	Iteration 3F: 3 clusters Score -1.009062e+07 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 58754 members 
Entering Unmasked Estep 
Score: -10094632.000000 Penalty: 3688.572266
	Iteration 4F: 3 clusters Score -1.009463e+07 nChanged 7615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 66121 members 
Entering Unmasked Estep 
Score: -10101344.000000 Penalty: 3688.572266
	Iteration 5F: 3 clusters Score -1.010134e+07 nChanged 7887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 73848 members 
Entering Unmasked Estep 
Score: -10109271.000000 Penalty: 3688.572266
	Iteration 6F: 3 clusters Score -1.010927e+07 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 79434 members 
Entering Unmasked Estep 
Score: -10115097.000000 Penalty: 3688.572266
	Iteration 7F: 3 clusters Score -1.01151e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 82055 members 
Entering Unmasked Estep 
Score: -10117985.000000 Penalty: 3688.572266
	Iteration 8Q: 3 clusters Score -1.011798e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 82843 members 
Entering Unmasked Estep 
Score: -10119015.000000 Penalty: 3688.572266
	Iteration 9Q: 3 clusters Score -1.011902e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 83100 members 
Entering Unmasked Estep 
Score: -10119379.000000 Penalty: 3688.572266
	Iteration 10Q: 3 clusters Score -1.011938e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 83190 members 
Entering Unmasked Estep 
Score: -10119510.000000 Penalty: 3688.572266
	Iteration 11Q: 3 clusters Score -1.011951e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 83227 members 
Entering Unmasked Estep 
Score: -10119561.000000 Penalty: 3688.572266
	Iteration 12Q: 3 clusters Score -1.011956e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 83247 members 
Entering Unmasked Estep 
Score: -10119594.000000 Penalty: 3688.572266
	Iteration 13Q: 3 clusters Score -1.011959e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 83261 members 
Entering Unmasked Estep 
Score: -10119606.000000 Penalty: 3688.572266
	Iteration 14Q: 3 clusters Score -1.011961e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 83270 members 
Entering Unmasked Estep 
Score: -10119611.000000 Penalty: 3688.572266
	Iteration 15Q: 3 clusters Score -1.011961e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 83285 members 
Entering Unmasked Estep 
Score: -10119601.000000 Penalty: 3688.572266
	Iteration 16Q: 3 clusters Score -1.01196e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 83297 members 
Entering Unmasked Estep 
Score: -10119596.000000 Penalty: 3688.572266
	Iteration 17Q: 3 clusters Score -1.01196e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 83301 members 
Entering Unmasked Estep 
Score: -10119601.000000 Penalty: 3688.572266
	Iteration 18Q: 3 clusters Score -1.01196e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 83302 members 
Entering Unmasked Estep 
Score: -10119600.000000 Penalty: 3688.572266
	Iteration 19Q: 3 clusters Score -1.01196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 83304 members 
Entering Unmasked Estep 
Score: -10119593.000000 Penalty: 3688.572266
	Iteration 20F: 3 clusters Score -1.011959e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 83310 members 
Entering Unmasked Estep 
Score: -10119598.000000 Penalty: 3688.572266
	Iteration 21Q: 3 clusters Score -1.01196e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 83313 members 
Entering Unmasked Estep 
Score: -10119604.000000 Penalty: 3688.572266
	Iteration 22Q: 3 clusters Score -1.01196e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 83313 members 
Entering Unmasked Estep 
Score: -10119604.000000 Penalty: 3688.572266
	Iteration 23F: 3 clusters Score -1.01196e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (90409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90409 members 
Entering Unmasked Estep 
Score: -10736408.000000 Penalty: 1854.466064
	Iteration 0F: 2 clusters Score -1.073641e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45061 members 
Mstep: Class 2 contains 45348 members 
Entering Unmasked Estep 
Score: -10676708.000000 Penalty: 3708.932129
	Iteration 0F: 3 clusters Score -1.067671e+07 nChanged 43140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42237 members 
Mstep: Class 2 contains 48172 members 
Entering Unmasked Estep 
Score: -10701903.000000 Penalty: 3708.932129
	Iteration 1F: 3 clusters Score -1.07019e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40479 members 
Mstep: Class 2 contains 49930 members 
Entering Unmasked Estep 
Score: -10702749.000000 Penalty: 3708.932129
	Iteration 2Q: 3 clusters Score -1.070275e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37901 members 
Mstep: Class 2 contains 52508 members 
Entering Unmasked Estep 
Score: -10703909.000000 Penalty: 3708.932129
	Iteration 3Q: 3 clusters Score -1.070391e+07 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 56336 members 
Entering Unmasked Estep 
Score: -10705864.000000 Penalty: 3708.932129
	Iteration 4F: 3 clusters Score -1.070586e+07 nChanged 5830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 61684 members 
Entering Unmasked Estep 
Score: -10709289.000000 Penalty: 3708.932129
	Iteration 5F: 3 clusters Score -1.070929e+07 nChanged 6944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 68312 members 
Entering Unmasked Estep 
Score: -10714693.000000 Penalty: 3708.932129
	Iteration 6F: 3 clusters Score -1.071469e+07 nChanged 7400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 75604 members 
Entering Unmasked Estep 
Score: -10721336.000000 Penalty: 3708.932129
	Iteration 7F: 3 clusters Score -1.072134e+07 nChanged 6446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 82026 members 
Entering Unmasked Estep 
Score: -10727747.000000 Penalty: 3708.932129
	Iteration 8F: 3 clusters Score -1.072775e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 86227 members 
Entering Unmasked Estep 
Score: -10731633.000000 Penalty: 3708.932129
	Iteration 9Q: 3 clusters Score -1.073163e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 88450 members 
Entering Unmasked Estep 
Score: -10733447.000000 Penalty: 3708.932129
	Iteration 10Q: 3 clusters Score -1.073345e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 89451 members 
Entering Unmasked Estep 
Score: -10734179.000000 Penalty: 3708.932129
	Iteration 11Q: 3 clusters Score -1.073418e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 89869 members 
Entering Unmasked Estep 
Score: -10734531.000000 Penalty: 3708.932129
	Iteration 12Q: 3 clusters Score -1.073453e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 89998 members 
Entering Unmasked Estep 
Score: -10734652.000000 Penalty: 3708.932129
	Iteration 13Q: 3 clusters Score -1.073465e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 90049 members 
Entering Unmasked Estep 
Score: -10734729.000000 Penalty: 3708.932129
	Iteration 14Q: 3 clusters Score -1.073473e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 90079 members 
Entering Unmasked Estep 
Score: -10734794.000000 Penalty: 3708.932129
	Iteration 15Q: 3 clusters Score -1.073479e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 90100 members 
Entering Unmasked Estep 
Score: -10734805.000000 Penalty: 3708.932129
	Iteration 16Q: 3 clusters Score -1.07348e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 90107 members 
Entering Unmasked Estep 
Score: -10734825.000000 Penalty: 3708.932129
	Iteration 17Q: 3 clusters Score -1.073482e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 90112 members 
Entering Unmasked Estep 
Score: -10734843.000000 Penalty: 3708.932129
	Iteration 18Q: 3 clusters Score -1.073484e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 90111 members 
Entering Unmasked Estep 
Score: -10734854.000000 Penalty: 3708.932129
	Iteration 19Q: 3 clusters Score -1.073485e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 90112 members 
Entering Unmasked Estep 
Score: -10734871.000000 Penalty: 3708.932129
	Iteration 20F: 3 clusters Score -1.073487e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 90116 members 
Entering Unmasked Estep 
Score: -10734876.000000 Penalty: 3708.932129
	Iteration 21Q: 3 clusters Score -1.073488e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 90116 members 
Entering Unmasked Estep 
Score: -10734877.000000 Penalty: 3708.932129
	Iteration 22Q: 3 clusters Score -1.073488e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 90112 members 
Entering Unmasked Estep 
Score: -10734875.000000 Penalty: 3708.932129
	Iteration 23Q: 3 clusters Score -1.073488e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 90112 members 
Entering Unmasked Estep 
Score: -10734878.000000 Penalty: 3708.932129
	Iteration 24Q: 3 clusters Score -1.073488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 90113 members 
Entering Unmasked Estep 
Score: -10734884.000000 Penalty: 3708.932129
	Iteration 25Q: 3 clusters Score -1.073488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 90114 members 
Entering Unmasked Estep 
Score: -10734883.000000 Penalty: 3708.932129
	Iteration 26Q: 3 clusters Score -1.073488e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 90114 members 
Entering Unmasked Estep 
Score: -10734883.000000 Penalty: 3708.932129
	Iteration 27F: 3 clusters Score -1.073488e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (17134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Entering Unmasked Estep 
Score: -2030423.000000 Penalty: 1584.183350
	Iteration 0F: 2 clusters Score -2030423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -2018580.125000 Penalty: 3168.366699
	Iteration 0F: 3 clusters Score -2018580 nChanged 7696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -2022679.875000 Penalty: 3168.366699
	Iteration 1F: 3 clusters Score -2022680 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -2022924.875000 Penalty: 3168.366699
	Iteration 2Q: 3 clusters Score -2022925 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -2023135.500000 Penalty: 3168.366699
	Iteration 3Q: 3 clusters Score -2023136 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -2023395.375000 Penalty: 3168.366699
	Iteration 4Q: 3 clusters Score -2023395 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -2023666.000000 Penalty: 3168.366699
	Iteration 5Q: 3 clusters Score -2023666 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -2024048.875000 Penalty: 3168.366699
	Iteration 6Q: 3 clusters Score -2024049 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -2024655.375000 Penalty: 3168.366699
	Iteration 7F: 3 clusters Score -2024655 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -2025523.500000 Penalty: 3168.366699
	Iteration 8F: 3 clusters Score -2025524 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -2026632.875000 Penalty: 3168.366699
	Iteration 9F: 3 clusters Score -2026633 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2027714.750000 Penalty: 3168.366699
	Iteration 10F: 3 clusters Score -2027715 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2028384.875000 Penalty: 3168.366699
	Iteration 11Q: 3 clusters Score -2028385 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2028705.250000 Penalty: 3168.366699
	Iteration 12Q: 3 clusters Score -2028705 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2028855.000000 Penalty: 3168.366699
	Iteration 13Q: 3 clusters Score -2028855 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -2028933.625000 Penalty: 3168.366699
	Iteration 14Q: 3 clusters Score -2028934 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -2028981.000000 Penalty: 3168.366699
	Iteration 15Q: 3 clusters Score -2028981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -2028999.750000 Penalty: 3168.366699
	Iteration 16Q: 3 clusters Score -2029000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -2029019.000000 Penalty: 3168.366699
	Iteration 17Q: 3 clusters Score -2029019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -2029030.000000 Penalty: 3168.366699
	Iteration 18Q: 3 clusters Score -2029030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -2029034.250000 Penalty: 3168.366699
	Iteration 19Q: 3 clusters Score -2029034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -2029036.375000 Penalty: 3168.366699
	Iteration 20F: 3 clusters Score -2029036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (10994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Entering Unmasked Estep 
Score: -1281993.875000 Penalty: 1512.079590
	Iteration 0F: 2 clusters Score -1281994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1274196.500000 Penalty: 3024.159180
	Iteration 0F: 3 clusters Score -1274196 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1276711.625000 Penalty: 3024.159180
	Iteration 1F: 3 clusters Score -1276712 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1276969.250000 Penalty: 3024.159180
	Iteration 2F: 3 clusters Score -1276969 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1277155.000000 Penalty: 3024.159180
	Iteration 3Q: 3 clusters Score -1277155 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1277352.125000 Penalty: 3024.159180
	Iteration 4Q: 3 clusters Score -1277352 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1277573.250000 Penalty: 3024.159180
	Iteration 5Q: 3 clusters Score -1277573 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1277838.000000 Penalty: 3024.159180
	Iteration 6Q: 3 clusters Score -1277838 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1278172.250000 Penalty: 3024.159180
	Iteration 7Q: 3 clusters Score -1278172 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1278607.000000 Penalty: 3024.159180
	Iteration 8F: 3 clusters Score -1278607 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1279063.000000 Penalty: 3024.159180
	Iteration 9Q: 3 clusters Score -1279063 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1279441.750000 Penalty: 3024.159180
	Iteration 10Q: 3 clusters Score -1279442 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1279683.375000 Penalty: 3024.159180
	Iteration 11Q: 3 clusters Score -1279683 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1279819.125000 Penalty: 3024.159180
	Iteration 12Q: 3 clusters Score -1279819 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1279913.500000 Penalty: 3024.159180
	Iteration 13Q: 3 clusters Score -1279914 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1279994.250000 Penalty: 3024.159180
	Iteration 14Q: 3 clusters Score -1279994 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1280052.125000 Penalty: 3024.159180
	Iteration 15Q: 3 clusters Score -1280052 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1280106.250000 Penalty: 3024.159180
	Iteration 16Q: 3 clusters Score -1280106 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1280158.750000 Penalty: 3024.159180
	Iteration 17Q: 3 clusters Score -1280159 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1280200.625000 Penalty: 3024.159180
	Iteration 18Q: 3 clusters Score -1280201 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1280229.625000 Penalty: 3024.159180
	Iteration 19Q: 3 clusters Score -1280230 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1280261.625000 Penalty: 3024.159180
	Iteration 20F: 3 clusters Score -1280262 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1280288.250000 Penalty: 3024.159180
	Iteration 21Q: 3 clusters Score -1280288 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1280308.375000 Penalty: 3024.159180
	Iteration 22Q: 3 clusters Score -1280308 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1280332.875000 Penalty: 3024.159180
	Iteration 23Q: 3 clusters Score -1280333 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1280350.250000 Penalty: 3024.159180
	Iteration 24Q: 3 clusters Score -1280350 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1280359.000000 Penalty: 3024.159180
	Iteration 25Q: 3 clusters Score -1280359 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1280374.250000 Penalty: 3024.159180
	Iteration 26Q: 3 clusters Score -1280374 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1280377.750000 Penalty: 3024.159180
	Iteration 27Q: 3 clusters Score -1280378 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1280382.125000 Penalty: 3024.159180
	Iteration 28Q: 3 clusters Score -1280382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1280388.250000 Penalty: 3024.159180
	Iteration 29Q: 3 clusters Score -1280388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1280387.500000 Penalty: 3024.159180
	Iteration 30Q: 3 clusters Score -1280388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1280394.125000 Penalty: 3024.159180
	Iteration 31Q: 3 clusters Score -1280394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1280397.125000 Penalty: 3024.159180
	Iteration 32Q: 3 clusters Score -1280397 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1280402.500000 Penalty: 3024.159180
	Iteration 33Q: 3 clusters Score -1280402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1280402.000000 Penalty: 3024.159180
	Iteration 34Q: 3 clusters Score -1280402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1280400.375000 Penalty: 3024.159180
	Iteration 35Q: 3 clusters Score -1280400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1280402.875000 Penalty: 3024.159180
	Iteration 36Q: 3 clusters Score -1280403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1280406.875000 Penalty: 3024.159180
	Iteration 37Q: 3 clusters Score -1280407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1280405.625000 Penalty: 3024.159180
	Iteration 38Q: 3 clusters Score -1280406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1280406.625000 Penalty: 3024.159180
	Iteration 39Q: 3 clusters Score -1280407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1280408.125000 Penalty: 3024.159180
	Iteration 40F: 3 clusters Score -1280408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1280408.625000 Penalty: 3024.159180
	Iteration 41Q: 3 clusters Score -1280409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1280408.375000 Penalty: 3024.159180
	Iteration 42Q: 3 clusters Score -1280408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1280409.250000 Penalty: 3024.159180
	Iteration 43Q: 3 clusters Score -1280409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1280408.125000 Penalty: 3024.159180
	Iteration 44Q: 3 clusters Score -1280408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1280407.875000 Penalty: 3024.159180
	Iteration 45Q: 3 clusters Score -1280408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1280410.875000 Penalty: 3024.159180
	Iteration 46Q: 3 clusters Score -1280411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1280411.125000 Penalty: 3024.159180
	Iteration 47Q: 3 clusters Score -1280411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1280412.375000 Penalty: 3024.159180
	Iteration 48Q: 3 clusters Score -1280412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1280413.250000 Penalty: 3024.159180
	Iteration 49Q: 3 clusters Score -1280413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1280411.375000 Penalty: 3024.159180
	Iteration 50Q: 3 clusters Score -1280411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1280410.750000 Penalty: 3024.159180
	Iteration 51Q: 3 clusters Score -1280411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1280411.750000 Penalty: 3024.159180
	Iteration 52Q: 3 clusters Score -1280412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1280415.250000 Penalty: 3024.159180
	Iteration 53Q: 3 clusters Score -1280415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1280414.125000 Penalty: 3024.159180
	Iteration 54Q: 3 clusters Score -1280414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1280414.125000 Penalty: 3024.159180
	Iteration 55F: 3 clusters Score -1280414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (79662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79662 members 
Entering Unmasked Estep 
Score: -9036536.000000 Penalty: 1833.901611
	Iteration 0F: 2 clusters Score -9036536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39777 members 
Mstep: Class 2 contains 39885 members 
Entering Unmasked Estep 
Score: -8983188.000000 Penalty: 3667.803223
	Iteration 0F: 3 clusters Score -8983188 nChanged 37821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39104 members 
Mstep: Class 2 contains 40558 members 
Entering Unmasked Estep 
Score: -9005003.000000 Penalty: 3667.803223
	Iteration 1F: 3 clusters Score -9005003 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38848 members 
Mstep: Class 2 contains 40814 members 
Entering Unmasked Estep 
Score: -9005681.000000 Penalty: 3667.803223
	Iteration 2Q: 3 clusters Score -9005681 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38495 members 
Mstep: Class 2 contains 41167 members 
Entering Unmasked Estep 
Score: -9006405.000000 Penalty: 3667.803223
	Iteration 3Q: 3 clusters Score -9006405 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38034 members 
Mstep: Class 2 contains 41628 members 
Entering Unmasked Estep 
Score: -9007188.000000 Penalty: 3667.803223
	Iteration 4Q: 3 clusters Score -9007188 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37431 members 
Mstep: Class 2 contains 42231 members 
Entering Unmasked Estep 
Score: -9008053.000000 Penalty: 3667.803223
	Iteration 5Q: 3 clusters Score -9008053 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36612 members 
Mstep: Class 2 contains 43050 members 
Entering Unmasked Estep 
Score: -9009290.000000 Penalty: 3667.803223
	Iteration 6Q: 3 clusters Score -9009290 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35496 members 
Mstep: Class 2 contains 44166 members 
Entering Unmasked Estep 
Score: -9010813.000000 Penalty: 3667.803223
	Iteration 7Q: 3 clusters Score -9010813 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34135 members 
Mstep: Class 2 contains 45527 members 
Entering Unmasked Estep 
Score: -9012874.000000 Penalty: 3667.803223
	Iteration 8Q: 3 clusters Score -9012874 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32622 members 
Mstep: Class 2 contains 47040 members 
Entering Unmasked Estep 
Score: -9015640.000000 Penalty: 3667.803223
	Iteration 9F: 3 clusters Score -9015640 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31136 members 
Mstep: Class 2 contains 48526 members 
Entering Unmasked Estep 
Score: -9018856.000000 Penalty: 3667.803223
	Iteration 10F: 3 clusters Score -9018856 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 49736 members 
Entering Unmasked Estep 
Score: -9021653.000000 Penalty: 3667.803223
	Iteration 11F: 3 clusters Score -9021653 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 50756 members 
Entering Unmasked Estep 
Score: -9023256.000000 Penalty: 3667.803223
	Iteration 12Q: 3 clusters Score -9023256 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28088 members 
Mstep: Class 2 contains 51574 members 
Entering Unmasked Estep 
Score: -9023960.000000 Penalty: 3667.803223
	Iteration 13Q: 3 clusters Score -9023960 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 52427 members 
Entering Unmasked Estep 
Score: -9024366.000000 Penalty: 3667.803223
	Iteration 14Q: 3 clusters Score -9024366 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 53276 members 
Entering Unmasked Estep 
Score: -9024672.000000 Penalty: 3667.803223
	Iteration 15Q: 3 clusters Score -9024672 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 54135 members 
Entering Unmasked Estep 
Score: -9024998.000000 Penalty: 3667.803223
	Iteration 16Q: 3 clusters Score -9024998 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 55038 members 
Entering Unmasked Estep 
Score: -9025262.000000 Penalty: 3667.803223
	Iteration 17Q: 3 clusters Score -9025262 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 55956 members 
Entering Unmasked Estep 
Score: -9025478.000000 Penalty: 3667.803223
	Iteration 18Q: 3 clusters Score -9025478 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 56866 members 
Entering Unmasked Estep 
Score: -9025764.000000 Penalty: 3667.803223
	Iteration 19Q: 3 clusters Score -9025764 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 57826 members 
Entering Unmasked Estep 
Score: -9026037.000000 Penalty: 3667.803223
	Iteration 20F: 3 clusters Score -9026037 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 58816 members 
Entering Unmasked Estep 
Score: -9026364.000000 Penalty: 3667.803223
	Iteration 21Q: 3 clusters Score -9026364 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 59887 members 
Entering Unmasked Estep 
Score: -9026694.000000 Penalty: 3667.803223
	Iteration 22Q: 3 clusters Score -9026694 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 60972 members 
Entering Unmasked Estep 
Score: -9027064.000000 Penalty: 3667.803223
	Iteration 23Q: 3 clusters Score -9027064 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 62130 members 
Entering Unmasked Estep 
Score: -9027431.000000 Penalty: 3667.803223
	Iteration 24Q: 3 clusters Score -9027431 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 63307 members 
Entering Unmasked Estep 
Score: -9027869.000000 Penalty: 3667.803223
	Iteration 25Q: 3 clusters Score -9027869 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 64503 members 
Entering Unmasked Estep 
Score: -9028308.000000 Penalty: 3667.803223
	Iteration 26Q: 3 clusters Score -9028308 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 65697 members 
Entering Unmasked Estep 
Score: -9028823.000000 Penalty: 3667.803223
	Iteration 27Q: 3 clusters Score -9028823 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 66926 members 
Entering Unmasked Estep 
Score: -9029351.000000 Penalty: 3667.803223
	Iteration 28Q: 3 clusters Score -9029351 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 68140 members 
Entering Unmasked Estep 
Score: -9029925.000000 Penalty: 3667.803223
	Iteration 29Q: 3 clusters Score -9029925 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 69321 members 
Entering Unmasked Estep 
Score: -9030472.000000 Penalty: 3667.803223
	Iteration 30Q: 3 clusters Score -9030472 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 70431 members 
Entering Unmasked Estep 
Score: -9031012.000000 Penalty: 3667.803223
	Iteration 31Q: 3 clusters Score -9031012 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 71485 members 
Entering Unmasked Estep 
Score: -9031567.000000 Penalty: 3667.803223
	Iteration 32Q: 3 clusters Score -9031567 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 72462 members 
Entering Unmasked Estep 
Score: -9032003.000000 Penalty: 3667.803223
	Iteration 33Q: 3 clusters Score -9032003 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 73344 members 
Entering Unmasked Estep 
Score: -9032436.000000 Penalty: 3667.803223
	Iteration 34Q: 3 clusters Score -9032436 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 74130 members 
Entering Unmasked Estep 
Score: -9032818.000000 Penalty: 3667.803223
	Iteration 35Q: 3 clusters Score -9032818 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 74878 members 
Entering Unmasked Estep 
Score: -9033272.000000 Penalty: 3667.803223
	Iteration 36Q: 3 clusters Score -9033272 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 75505 members 
Entering Unmasked Estep 
Score: -9033548.000000 Penalty: 3667.803223
	Iteration 37Q: 3 clusters Score -9033548 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 76057 members 
Entering Unmasked Estep 
Score: -9033818.000000 Penalty: 3667.803223
	Iteration 38Q: 3 clusters Score -9033818 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 76519 members 
Entering Unmasked Estep 
Score: -9033988.000000 Penalty: 3667.803223
	Iteration 39Q: 3 clusters Score -9033988 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 76890 members 
Entering Unmasked Estep 
Score: -9034156.000000 Penalty: 3667.803223
	Iteration 40F: 3 clusters Score -9034156 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 77230 members 
Entering Unmasked Estep 
Score: -9034312.000000 Penalty: 3667.803223
	Iteration 41Q: 3 clusters Score -9034312 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 77498 members 
Entering Unmasked Estep 
Score: -9034422.000000 Penalty: 3667.803223
	Iteration 42Q: 3 clusters Score -9034422 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 77736 members 
Entering Unmasked Estep 
Score: -9034534.000000 Penalty: 3667.803223
	Iteration 43Q: 3 clusters Score -9034534 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 77929 members 
Entering Unmasked Estep 
Score: -9034599.000000 Penalty: 3667.803223
	Iteration 44Q: 3 clusters Score -9034599 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 78095 members 
Entering Unmasked Estep 
Score: -9034653.000000 Penalty: 3667.803223
	Iteration 45Q: 3 clusters Score -9034653 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 78232 members 
Entering Unmasked Estep 
Score: -9034721.000000 Penalty: 3667.803223
	Iteration 46Q: 3 clusters Score -9034721 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 78345 members 
Entering Unmasked Estep 
Score: -9034760.000000 Penalty: 3667.803223
	Iteration 47Q: 3 clusters Score -9034760 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 78435 members 
Entering Unmasked Estep 
Score: -9034783.000000 Penalty: 3667.803223
	Iteration 48Q: 3 clusters Score -9034783 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 78497 members 
Entering Unmasked Estep 
Score: -9034815.000000 Penalty: 3667.803223
	Iteration 49Q: 3 clusters Score -9034815 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 78553 members 
Entering Unmasked Estep 
Score: -9034842.000000 Penalty: 3667.803223
	Iteration 50Q: 3 clusters Score -9034842 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 78608 members 
Entering Unmasked Estep 
Score: -9034861.000000 Penalty: 3667.803223
	Iteration 51Q: 3 clusters Score -9034861 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 78656 members 
Entering Unmasked Estep 
Score: -9034863.000000 Penalty: 3667.803223
	Iteration 52Q: 3 clusters Score -9034863 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 78696 members 
Entering Unmasked Estep 
Score: -9034875.000000 Penalty: 3667.803223
	Iteration 53Q: 3 clusters Score -9034875 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 78736 members 
Entering Unmasked Estep 
Score: -9034907.000000 Penalty: 3667.803223
	Iteration 54Q: 3 clusters Score -9034907 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 78763 members 
Entering Unmasked Estep 
Score: -9034924.000000 Penalty: 3667.803223
	Iteration 55Q: 3 clusters Score -9034924 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 78791 members 
Entering Unmasked Estep 
Score: -9034933.000000 Penalty: 3667.803223
	Iteration 56Q: 3 clusters Score -9034933 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 78807 members 
Entering Unmasked Estep 
Score: -9034945.000000 Penalty: 3667.803223
	Iteration 57Q: 3 clusters Score -9034945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 78818 members 
Entering Unmasked Estep 
Score: -9034940.000000 Penalty: 3667.803223
	Iteration 58Q: 3 clusters Score -9034940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 78829 members 
Entering Unmasked Estep 
Score: -9034952.000000 Penalty: 3667.803223
	Iteration 59Q: 3 clusters Score -9034952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 78843 members 
Entering Unmasked Estep 
Score: -9034963.000000 Penalty: 3667.803223
	Iteration 60F: 3 clusters Score -9034963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 78848 members 
Entering Unmasked Estep 
Score: -9034964.000000 Penalty: 3667.803223
	Iteration 61Q: 3 clusters Score -9034964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 78859 members 
Entering Unmasked Estep 
Score: -9034964.000000 Penalty: 3667.803223
	Iteration 62Q: 3 clusters Score -9034964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 78872 members 
Entering Unmasked Estep 
Score: -9034961.000000 Penalty: 3667.803223
	Iteration 63Q: 3 clusters Score -9034961 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 78884 members 
Entering Unmasked Estep 
Score: -9034966.000000 Penalty: 3667.803223
	Iteration 64Q: 3 clusters Score -9034966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 78892 members 
Entering Unmasked Estep 
Score: -9034968.000000 Penalty: 3667.803223
	Iteration 65Q: 3 clusters Score -9034968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 78902 members 
Entering Unmasked Estep 
Score: -9034974.000000 Penalty: 3667.803223
	Iteration 66Q: 3 clusters Score -9034974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 78913 members 
Entering Unmasked Estep 
Score: -9034988.000000 Penalty: 3667.803223
	Iteration 67Q: 3 clusters Score -9034988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 78921 members 
Entering Unmasked Estep 
Score: -9034999.000000 Penalty: 3667.803223
	Iteration 68Q: 3 clusters Score -9034999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 78932 members 
Entering Unmasked Estep 
Score: -9034990.000000 Penalty: 3667.803223
	Iteration 69Q: 3 clusters Score -9034990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 78940 members 
Entering Unmasked Estep 
Score: -9034999.000000 Penalty: 3667.803223
	Iteration 70Q: 3 clusters Score -9034999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 78947 members 
Entering Unmasked Estep 
Score: -9035005.000000 Penalty: 3667.803223
	Iteration 71Q: 3 clusters Score -9035005 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 78958 members 
Entering Unmasked Estep 
Score: -9035021.000000 Penalty: 3667.803223
	Iteration 72Q: 3 clusters Score -9035021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 78970 members 
Entering Unmasked Estep 
Score: -9035027.000000 Penalty: 3667.803223
	Iteration 73Q: 3 clusters Score -9035027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 78981 members 
Entering Unmasked Estep 
Score: -9035041.000000 Penalty: 3667.803223
	Iteration 74Q: 3 clusters Score -9035041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 78992 members 
Entering Unmasked Estep 
Score: -9035048.000000 Penalty: 3667.803223
	Iteration 75Q: 3 clusters Score -9035048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 78995 members 
Entering Unmasked Estep 
Score: -9035050.000000 Penalty: 3667.803223
	Iteration 76Q: 3 clusters Score -9035050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 79001 members 
Entering Unmasked Estep 
Score: -9035047.000000 Penalty: 3667.803223
	Iteration 77Q: 3 clusters Score -9035047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 79001 members 
Entering Unmasked Estep 
Score: -9035047.000000 Penalty: 3667.803223
	Iteration 78Q: 3 clusters Score -9035047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 79003 members 
Entering Unmasked Estep 
Score: -9035043.000000 Penalty: 3667.803223
	Iteration 79Q: 3 clusters Score -9035043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 79007 members 
Entering Unmasked Estep 
Score: -9035050.000000 Penalty: 3667.803223
	Iteration 80F: 3 clusters Score -9035050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 79011 members 
Entering Unmasked Estep 
Score: -9035055.000000 Penalty: 3667.803223
	Iteration 81Q: 3 clusters Score -9035055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 79014 members 
Entering Unmasked Estep 
Score: -9035052.000000 Penalty: 3667.803223
	Iteration 82Q: 3 clusters Score -9035052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 79015 members 
Entering Unmasked Estep 
Score: -9035051.000000 Penalty: 3667.803223
	Iteration 83Q: 3 clusters Score -9035051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 79018 members 
Entering Unmasked Estep 
Score: -9035060.000000 Penalty: 3667.803223
	Iteration 84Q: 3 clusters Score -9035060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 79020 members 
Entering Unmasked Estep 
Score: -9035047.000000 Penalty: 3667.803223
	Iteration 85Q: 3 clusters Score -9035047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 79019 members 
Entering Unmasked Estep 
Score: -9035053.000000 Penalty: 3667.803223
	Iteration 86Q: 3 clusters Score -9035053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 79019 members 
Entering Unmasked Estep 
Score: -9035053.000000 Penalty: 3667.803223
	Iteration 87F: 3 clusters Score -9035053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Entering Unmasked Estep 
Score: -31253.927734 Penalty: 946.725037
	Iteration 0F: 2 clusters Score -31253.93 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 173 members 
Entering Unmasked Estep 
Score: -30378.007812 Penalty: 1893.450073
	Iteration 0F: 3 clusters Score -30378.01 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -30507.921875 Penalty: 1893.450073
	Iteration 1F: 3 clusters Score -30507.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -30546.494141 Penalty: 1893.450073
	Iteration 2F: 3 clusters Score -30546.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -30552.076172 Penalty: 1893.450073
	Iteration 3Q: 3 clusters Score -30552.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -30555.441406 Penalty: 1893.450073
	Iteration 4Q: 3 clusters Score -30555.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -30563.021484 Penalty: 1893.450073
	Iteration 5Q: 3 clusters Score -30563.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -30571.417969 Penalty: 1893.450073
	Iteration 6Q: 3 clusters Score -30571.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -30574.117188 Penalty: 1893.450073
	Iteration 7Q: 3 clusters Score -30574.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -30579.945312 Penalty: 1893.450073
	Iteration 8Q: 3 clusters Score -30579.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -30585.416016 Penalty: 1893.450073
	Iteration 9Q: 3 clusters Score -30585.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -30588.296875 Penalty: 1893.450073
	Iteration 10Q: 3 clusters Score -30588.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -30591.943359 Penalty: 1893.450073
	Iteration 11Q: 3 clusters Score -30591.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -30595.921875 Penalty: 1893.450073
	Iteration 12Q: 3 clusters Score -30595.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -30604.132812 Penalty: 1893.450073
	Iteration 13Q: 3 clusters Score -30604.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -30606.615234 Penalty: 1893.450073
	Iteration 14Q: 3 clusters Score -30606.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -30611.988281 Penalty: 1893.450073
	Iteration 15Q: 3 clusters Score -30611.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -30616.466797 Penalty: 1893.450073
	Iteration 16Q: 3 clusters Score -30616.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -30620.804688 Penalty: 1893.450073
	Iteration 17Q: 3 clusters Score -30620.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -30625.789062 Penalty: 1893.450073
	Iteration 18Q: 3 clusters Score -30625.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -30630.087891 Penalty: 1893.450073
	Iteration 19Q: 3 clusters Score -30630.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -30630.087891 Penalty: 1893.450073
	Iteration 20F: 3 clusters Score -30630.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Entering Unmasked Estep 
Score: -85376.742188 Penalty: 1090.261963
	Iteration 0F: 2 clusters Score -85376.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -84094.101562 Penalty: 2180.523926
	Iteration 0F: 3 clusters Score -84094.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -84436.851562 Penalty: 2180.523926
	Iteration 1F: 3 clusters Score -84436.85 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -84571.664062 Penalty: 2180.523926
	Iteration 2F: 3 clusters Score -84571.66 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -84652.476562 Penalty: 2180.523926
	Iteration 3F: 3 clusters Score -84652.48 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -84700.468750 Penalty: 2180.523926
	Iteration 4Q: 3 clusters Score -84700.47 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -84737.750000 Penalty: 2180.523926
	Iteration 5Q: 3 clusters Score -84737.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -84762.000000 Penalty: 2180.523926
	Iteration 6Q: 3 clusters Score -84762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -84779.625000 Penalty: 2180.523926
	Iteration 7Q: 3 clusters Score -84779.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -84788.656250 Penalty: 2180.523926
	Iteration 8Q: 3 clusters Score -84788.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -84795.093750 Penalty: 2180.523926
	Iteration 9Q: 3 clusters Score -84795.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -84798.398438 Penalty: 2180.523926
	Iteration 10Q: 3 clusters Score -84798.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -84801.710938 Penalty: 2180.523926
	Iteration 11Q: 3 clusters Score -84801.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -84811.703125 Penalty: 2180.523926
	Iteration 12Q: 3 clusters Score -84811.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -84819.093750 Penalty: 2180.523926
	Iteration 13Q: 3 clusters Score -84819.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -84822.273438 Penalty: 2180.523926
	Iteration 14Q: 3 clusters Score -84822.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -84829.265625 Penalty: 2180.523926
	Iteration 15Q: 3 clusters Score -84829.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -84832.664062 Penalty: 2180.523926
	Iteration 16Q: 3 clusters Score -84832.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -84833.570312 Penalty: 2180.523926
	Iteration 17Q: 3 clusters Score -84833.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -84834.500000 Penalty: 2180.523926
	Iteration 18Q: 3 clusters Score -84834.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -84837.359375 Penalty: 2180.523926
	Iteration 19Q: 3 clusters Score -84837.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -84848.328125 Penalty: 2180.523926
	Iteration 20F: 3 clusters Score -84848.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -84855.617188 Penalty: 2180.523926
	Iteration 21Q: 3 clusters Score -84855.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -84856.929688 Penalty: 2180.523926
	Iteration 22Q: 3 clusters Score -84856.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -84856.929688 Penalty: 2180.523926
	Iteration 23F: 3 clusters Score -84856.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Entering Unmasked Estep 
Score: -36726.667969 Penalty: 1001.538635
	Iteration 0F: 2 clusters Score -36726.67 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 234 members 
Entering Unmasked Estep 
Score: -35690.109375 Penalty: 2003.077271
	Iteration 0F: 3 clusters Score -35690.11 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -36051.691406 Penalty: 2003.077271
	Iteration 1F: 3 clusters Score -36051.69 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -36257.945312 Penalty: 2003.077271
	Iteration 2F: 3 clusters Score -36257.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -36370.265625 Penalty: 2003.077271
	Iteration 3F: 3 clusters Score -36370.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -36404.363281 Penalty: 2003.077271
	Iteration 4Q: 3 clusters Score -36404.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -36418.359375 Penalty: 2003.077271
	Iteration 5Q: 3 clusters Score -36418.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -36418.359375 Penalty: 2003.077271
	Iteration 6F: 3 clusters Score -36418.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (24840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Entering Unmasked Estep 
Score: -2938858.000000 Penalty: 1644.534180
	Iteration 0F: 2 clusters Score -2938858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -2922082.500000 Penalty: 3289.068359
	Iteration 0F: 3 clusters Score -2922082 nChanged 11276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -2928192.750000 Penalty: 3289.068359
	Iteration 1F: 3 clusters Score -2928193 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -2928457.250000 Penalty: 3289.068359
	Iteration 2Q: 3 clusters Score -2928457 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -2928700.500000 Penalty: 3289.068359
	Iteration 3Q: 3 clusters Score -2928700 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -2928929.250000 Penalty: 3289.068359
	Iteration 4Q: 3 clusters Score -2928929 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -2929206.000000 Penalty: 3289.068359
	Iteration 5Q: 3 clusters Score -2929206 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -2929618.500000 Penalty: 3289.068359
	Iteration 6Q: 3 clusters Score -2929618 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -2930303.000000 Penalty: 3289.068359
	Iteration 7F: 3 clusters Score -2930303 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -2931404.250000 Penalty: 3289.068359
	Iteration 8F: 3 clusters Score -2931404 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -2932975.500000 Penalty: 3289.068359
	Iteration 9F: 3 clusters Score -2932976 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -2934713.250000 Penalty: 3289.068359
	Iteration 10F: 3 clusters Score -2934713 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -2936027.500000 Penalty: 3289.068359
	Iteration 11F: 3 clusters Score -2936028 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -2936775.250000 Penalty: 3289.068359
	Iteration 12Q: 3 clusters Score -2936775 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -2937116.000000 Penalty: 3289.068359
	Iteration 13Q: 3 clusters Score -2937116 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -2937295.250000 Penalty: 3289.068359
	Iteration 14Q: 3 clusters Score -2937295 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -2937342.750000 Penalty: 3289.068359
	Iteration 15Q: 3 clusters Score -2937343 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -2937378.250000 Penalty: 3289.068359
	Iteration 16Q: 3 clusters Score -2937378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -2937396.250000 Penalty: 3289.068359
	Iteration 17Q: 3 clusters Score -2937396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -2937411.500000 Penalty: 3289.068359
	Iteration 18Q: 3 clusters Score -2937412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -2937416.500000 Penalty: 3289.068359
	Iteration 19Q: 3 clusters Score -2937416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -2937421.000000 Penalty: 3289.068359
	Iteration 20F: 3 clusters Score -2937421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -2937421.250000 Penalty: 3289.068359
	Iteration 21Q: 3 clusters Score -2937421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -2937421.250000 Penalty: 3289.068359
	Iteration 22F: 3 clusters Score -2937421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Entering Unmasked Estep 
Score: -95057.554688 Penalty: 1123.643799
	Iteration 0F: 2 clusters Score -95057.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -93704.539062 Penalty: 2247.287598
	Iteration 0F: 3 clusters Score -93704.54 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -94005.640625 Penalty: 2247.287598
	Iteration 1F: 3 clusters Score -94005.64 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -94139.500000 Penalty: 2247.287598
	Iteration 2F: 3 clusters Score -94139.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -94304.312500 Penalty: 2247.287598
	Iteration 3F: 3 clusters Score -94304.31 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -94398.023438 Penalty: 2247.287598
	Iteration 4F: 3 clusters Score -94398.02 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -94535.148438 Penalty: 2247.287598
	Iteration 5F: 3 clusters Score -94535.15 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -94653.046875 Penalty: 2247.287598
	Iteration 6F: 3 clusters Score -94653.05 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -94749.351562 Penalty: 2247.287598
	Iteration 7Q: 3 clusters Score -94749.35 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -94850.453125 Penalty: 2247.287598
	Iteration 8Q: 3 clusters Score -94850.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -94882.953125 Penalty: 2247.287598
	Iteration 9Q: 3 clusters Score -94882.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -94895.171875 Penalty: 2247.287598
	Iteration 10Q: 3 clusters Score -94895.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -94902.101562 Penalty: 2247.287598
	Iteration 11Q: 3 clusters Score -94902.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -94902.101562 Penalty: 2247.287598
	Iteration 12F: 3 clusters Score -94902.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (46674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46674 members 
Entering Unmasked Estep 
Score: -5523374.500000 Penalty: 1747.028076
	Iteration 0F: 2 clusters Score -5523374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -5492301.500000 Penalty: 3494.056152
	Iteration 0F: 3 clusters Score -5492302 nChanged 21821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -5504423.000000 Penalty: 3494.056152
	Iteration 1F: 3 clusters Score -5504423 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -5504719.000000 Penalty: 3494.056152
	Iteration 2Q: 3 clusters Score -5504719 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -5505070.000000 Penalty: 3494.056152
	Iteration 3Q: 3 clusters Score -5505070 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -5505438.000000 Penalty: 3494.056152
	Iteration 4Q: 3 clusters Score -5505438 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -5506009.000000 Penalty: 3494.056152
	Iteration 5Q: 3 clusters Score -5506009 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -5507017.000000 Penalty: 3494.056152
	Iteration 6Q: 3 clusters Score -5507017 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 32694 members 
Entering Unmasked Estep 
Score: -5508692.500000 Penalty: 3494.056152
	Iteration 7F: 3 clusters Score -5508692 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 36257 members 
Entering Unmasked Estep 
Score: -5511411.500000 Penalty: 3494.056152
	Iteration 8F: 3 clusters Score -5511412 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 40252 members 
Entering Unmasked Estep 
Score: -5515182.500000 Penalty: 3494.056152
	Iteration 9F: 3 clusters Score -5515182 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 43703 members 
Entering Unmasked Estep 
Score: -5518769.000000 Penalty: 3494.056152
	Iteration 10F: 3 clusters Score -5518769 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 45644 members 
Entering Unmasked Estep 
Score: -5520759.500000 Penalty: 3494.056152
	Iteration 11Q: 3 clusters Score -5520760 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 46342 members 
Entering Unmasked Estep 
Score: -5521471.500000 Penalty: 3494.056152
	Iteration 12Q: 3 clusters Score -5521472 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 46508 members 
Entering Unmasked Estep 
Score: -5521654.000000 Penalty: 3494.056152
	Iteration 13Q: 3 clusters Score -5521654 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 46545 members 
Entering Unmasked Estep 
Score: -5521722.500000 Penalty: 3494.056152
	Iteration 14Q: 3 clusters Score -5521722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 46555 members 
Entering Unmasked Estep 
Score: -5521739.500000 Penalty: 3494.056152
	Iteration 15Q: 3 clusters Score -5521740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 46560 members 
Entering Unmasked Estep 
Score: -5521754.500000 Penalty: 3494.056152
	Iteration 16Q: 3 clusters Score -5521754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 46562 members 
Entering Unmasked Estep 
Score: -5521764.500000 Penalty: 3494.056152
	Iteration 17Q: 3 clusters Score -5521764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 46565 members 
Entering Unmasked Estep 
Score: -5521766.500000 Penalty: 3494.056152
	Iteration 18Q: 3 clusters Score -5521766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 46566 members 
Entering Unmasked Estep 
Score: -5521768.500000 Penalty: 3494.056152
	Iteration 19Q: 3 clusters Score -5521768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 46564 members 
Entering Unmasked Estep 
Score: -5521778.500000 Penalty: 3494.056152
	Iteration 20F: 3 clusters Score -5521778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Entering Unmasked Estep 
Score: -35397.828125 Penalty: 973.206177
	Iteration 0F: 2 clusters Score -35397.83 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 201 members 
Entering Unmasked Estep 
Score: -34442.976562 Penalty: 1946.412354
	Iteration 0F: 3 clusters Score -34442.98 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -34615.914062 Penalty: 1946.412354
	Iteration 1F: 3 clusters Score -34615.91 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -34748.019531 Penalty: 1946.412354
	Iteration 2F: 3 clusters Score -34748.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -34850.203125 Penalty: 1946.412354
	Iteration 3Q: 3 clusters Score -34850.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -34961.070312 Penalty: 1946.412354
	Iteration 4Q: 3 clusters Score -34961.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -35018.796875 Penalty: 1946.412354
	Iteration 5Q: 3 clusters Score -35018.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -35040.335938 Penalty: 1946.412354
	Iteration 6Q: 3 clusters Score -35040.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -35049.285156 Penalty: 1946.412354
	Iteration 7Q: 3 clusters Score -35049.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -35066.125000 Penalty: 1946.412354
	Iteration 8Q: 3 clusters Score -35066.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -35069.546875 Penalty: 1946.412354
	Iteration 9Q: 3 clusters Score -35069.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -35072.957031 Penalty: 1946.412354
	Iteration 10Q: 3 clusters Score -35072.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -35072.957031 Penalty: 1946.412354
	Iteration 11F: 3 clusters Score -35072.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -22251.429688 Penalty: 948.631165
	Iteration 0F: 2 clusters Score -22251.43 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 182 members 
Entering Unmasked Estep 
Score: -21407.498047 Penalty: 1897.262329
	Iteration 0F: 3 clusters Score -21407.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -21626.615234 Penalty: 1897.262329
	Iteration 1F: 3 clusters Score -21626.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -21715.658203 Penalty: 1897.262329
	Iteration 2F: 3 clusters Score -21715.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -21769.802734 Penalty: 1897.262329
	Iteration 3Q: 3 clusters Score -21769.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -21824.554688 Penalty: 1897.262329
	Iteration 4Q: 3 clusters Score -21824.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -21932.914062 Penalty: 1897.262329
	Iteration 5Q: 3 clusters Score -21932.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -22012.792969 Penalty: 1897.262329
	Iteration 6Q: 3 clusters Score -22012.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -22049.496094 Penalty: 1897.262329
	Iteration 7Q: 3 clusters Score -22049.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -22063.365234 Penalty: 1897.262329
	Iteration 8Q: 3 clusters Score -22063.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -22067.058594 Penalty: 1897.262329
	Iteration 9Q: 3 clusters Score -22067.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -22069.656250 Penalty: 1897.262329
	Iteration 10Q: 3 clusters Score -22069.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -22069.656250 Penalty: 1897.262329
	Iteration 11F: 3 clusters Score -22069.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (6848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Entering Unmasked Estep 
Score: -816661.437500 Penalty: 1435.153198
	Iteration 0F: 2 clusters Score -816661.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -811541.562500 Penalty: 2870.306396
	Iteration 0F: 3 clusters Score -811541.6 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -812974.937500 Penalty: 2870.306396
	Iteration 1F: 3 clusters Score -812974.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -813130.687500 Penalty: 2870.306396
	Iteration 2F: 3 clusters Score -813130.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -813227.875000 Penalty: 2870.306396
	Iteration 3Q: 3 clusters Score -813227.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -813308.812500 Penalty: 2870.306396
	Iteration 4Q: 3 clusters Score -813308.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -813375.375000 Penalty: 2870.306396
	Iteration 5Q: 3 clusters Score -813375.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -813442.062500 Penalty: 2870.306396
	Iteration 6Q: 3 clusters Score -813442.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -813514.625000 Penalty: 2870.306396
	Iteration 7Q: 3 clusters Score -813514.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -813586.250000 Penalty: 2870.306396
	Iteration 8Q: 3 clusters Score -813586.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -813661.500000 Penalty: 2870.306396
	Iteration 9Q: 3 clusters Score -813661.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -813746.437500 Penalty: 2870.306396
	Iteration 10Q: 3 clusters Score -813746.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -813850.750000 Penalty: 2870.306396
	Iteration 11Q: 3 clusters Score -813850.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -814007.812500 Penalty: 2870.306396
	Iteration 12Q: 3 clusters Score -814007.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -814200.000000 Penalty: 2870.306396
	Iteration 13Q: 3 clusters Score -814200 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -814426.312500 Penalty: 2870.306396
	Iteration 14Q: 3 clusters Score -814426.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -814649.750000 Penalty: 2870.306396
	Iteration 15Q: 3 clusters Score -814649.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -814856.312500 Penalty: 2870.306396
	Iteration 16Q: 3 clusters Score -814856.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -815042.625000 Penalty: 2870.306396
	Iteration 17Q: 3 clusters Score -815042.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -815164.437500 Penalty: 2870.306396
	Iteration 18Q: 3 clusters Score -815164.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -815248.062500 Penalty: 2870.306396
	Iteration 19Q: 3 clusters Score -815248.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -815304.562500 Penalty: 2870.306396
	Iteration 20F: 3 clusters Score -815304.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -815351.125000 Penalty: 2870.306396
	Iteration 21Q: 3 clusters Score -815351.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -815393.500000 Penalty: 2870.306396
	Iteration 22Q: 3 clusters Score -815393.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -815405.937500 Penalty: 2870.306396
	Iteration 23Q: 3 clusters Score -815405.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -815411.375000 Penalty: 2870.306396
	Iteration 24Q: 3 clusters Score -815411.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -815416.375000 Penalty: 2870.306396
	Iteration 25Q: 3 clusters Score -815416.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -815416.750000 Penalty: 2870.306396
	Iteration 26Q: 3 clusters Score -815416.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -815420.062500 Penalty: 2870.306396
	Iteration 27Q: 3 clusters Score -815420.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -815422.437500 Penalty: 2870.306396
	Iteration 28Q: 3 clusters Score -815422.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -815422.437500 Penalty: 2870.306396
	Iteration 29F: 3 clusters Score -815422.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (112226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112226 members 
Entering Unmasked Estep 
Score: -13355466.000000 Penalty: 1889.593872
	Iteration 0F: 2 clusters Score -1.335547e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56313 members 
Mstep: Class 2 contains 55913 members 
Entering Unmasked Estep 
Score: -13286404.000000 Penalty: 3779.187744
	Iteration 0F: 3 clusters Score -1.32864e+07 nChanged 53841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58984 members 
Mstep: Class 2 contains 53242 members 
Entering Unmasked Estep 
Score: -13317438.000000 Penalty: 3779.187744
	Iteration 1F: 3 clusters Score -1.331744e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60801 members 
Mstep: Class 2 contains 51425 members 
Entering Unmasked Estep 
Score: -13318878.000000 Penalty: 3779.187744
	Iteration 2Q: 3 clusters Score -1.331888e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63576 members 
Mstep: Class 2 contains 48650 members 
Entering Unmasked Estep 
Score: -13321382.000000 Penalty: 3779.187744
	Iteration 3Q: 3 clusters Score -1.332138e+07 nChanged 6382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67536 members 
Mstep: Class 2 contains 44690 members 
Entering Unmasked Estep 
Score: -13325616.000000 Penalty: 3779.187744
	Iteration 4F: 3 clusters Score -1.332562e+07 nChanged 7794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72194 members 
Mstep: Class 2 contains 40032 members 
Entering Unmasked Estep 
Score: -13332138.000000 Penalty: 3779.187744
	Iteration 5F: 3 clusters Score -1.333214e+07 nChanged 8479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76581 members 
Mstep: Class 2 contains 35645 members 
Entering Unmasked Estep 
Score: -13340120.000000 Penalty: 3779.187744
	Iteration 6F: 3 clusters Score -1.334012e+07 nChanged 8100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79401 members 
Mstep: Class 2 contains 32825 members 
Entering Unmasked Estep 
Score: -13347946.000000 Penalty: 3779.187744
	Iteration 7F: 3 clusters Score -1.334795e+07 nChanged 6853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80348 members 
Mstep: Class 2 contains 31878 members 
Entering Unmasked Estep 
Score: -13352980.000000 Penalty: 3779.187744
	Iteration 8F: 3 clusters Score -1.335298e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81075 members 
Mstep: Class 2 contains 31151 members 
Entering Unmasked Estep 
Score: -13354656.000000 Penalty: 3779.187744
	Iteration 9Q: 3 clusters Score -1.335466e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81934 members 
Mstep: Class 2 contains 30292 members 
Entering Unmasked Estep 
Score: -13355428.000000 Penalty: 3779.187744
	Iteration 10Q: 3 clusters Score -1.335543e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82833 members 
Mstep: Class 2 contains 29393 members 
Entering Unmasked Estep 
Score: -13356239.000000 Penalty: 3779.187744
	Iteration 11Q: 3 clusters Score -1.335624e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83706 members 
Mstep: Class 2 contains 28520 members 
Entering Unmasked Estep 
Score: -13356923.000000 Penalty: 3779.187744
	Iteration 12Q: 3 clusters Score -1.335692e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84635 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -13357381.000000 Penalty: 3779.187744
	Iteration 13Q: 3 clusters Score -1.335738e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85633 members 
Mstep: Class 2 contains 26593 members 
Entering Unmasked Estep 
Score: -13357833.000000 Penalty: 3779.187744
	Iteration 14Q: 3 clusters Score -1.335783e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86612 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -13358087.000000 Penalty: 3779.187744
	Iteration 15Q: 3 clusters Score -1.335809e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87560 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -13358333.000000 Penalty: 3779.187744
	Iteration 16Q: 3 clusters Score -1.335833e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88544 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -13358571.000000 Penalty: 3779.187744
	Iteration 17Q: 3 clusters Score -1.335857e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89583 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -13358677.000000 Penalty: 3779.187744
	Iteration 18Q: 3 clusters Score -1.335868e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90597 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -13358706.000000 Penalty: 3779.187744
	Iteration 19Q: 3 clusters Score -1.335871e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91602 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -13358704.000000 Penalty: 3779.187744
	Iteration 20F: 3 clusters Score -1.33587e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92606 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -13358677.000000 Penalty: 3779.187744
	Iteration 21Q: 3 clusters Score -1.335868e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93538 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -13358685.000000 Penalty: 3779.187744
	Iteration 22Q: 3 clusters Score -1.335868e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94481 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -13358663.000000 Penalty: 3779.187744
	Iteration 23Q: 3 clusters Score -1.335866e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95401 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -13358589.000000 Penalty: 3779.187744
	Iteration 24Q: 3 clusters Score -1.335859e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96286 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -13358483.000000 Penalty: 3779.187744
	Iteration 25Q: 3 clusters Score -1.335848e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97149 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -13358360.000000 Penalty: 3779.187744
	Iteration 26Q: 3 clusters Score -1.335836e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97986 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -13358260.000000 Penalty: 3779.187744
	Iteration 27Q: 3 clusters Score -1.335826e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98829 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -13358200.000000 Penalty: 3779.187744
	Iteration 28Q: 3 clusters Score -1.33582e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99644 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -13358066.000000 Penalty: 3779.187744
	Iteration 29Q: 3 clusters Score -1.335807e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100404 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -13357933.000000 Penalty: 3779.187744
	Iteration 30Q: 3 clusters Score -1.335793e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101154 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -13357817.000000 Penalty: 3779.187744
	Iteration 31Q: 3 clusters Score -1.335782e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101875 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -13357684.000000 Penalty: 3779.187744
	Iteration 32Q: 3 clusters Score -1.335768e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102579 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -13357560.000000 Penalty: 3779.187744
	Iteration 33Q: 3 clusters Score -1.335756e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103226 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -13357382.000000 Penalty: 3779.187744
	Iteration 34Q: 3 clusters Score -1.335738e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103778 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -13357260.000000 Penalty: 3779.187744
	Iteration 35Q: 3 clusters Score -1.335726e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104259 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -13357039.000000 Penalty: 3779.187744
	Iteration 36Q: 3 clusters Score -1.335704e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104716 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -13356922.000000 Penalty: 3779.187744
	Iteration 37Q: 3 clusters Score -1.335692e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105144 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -13356823.000000 Penalty: 3779.187744
	Iteration 38Q: 3 clusters Score -1.335682e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105551 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -13356716.000000 Penalty: 3779.187744
	Iteration 39Q: 3 clusters Score -1.335672e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105922 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -13356570.000000 Penalty: 3779.187744
	Iteration 40F: 3 clusters Score -1.335657e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106284 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -13356495.000000 Penalty: 3779.187744
	Iteration 41Q: 3 clusters Score -1.33565e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106574 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -13356414.000000 Penalty: 3779.187744
	Iteration 42Q: 3 clusters Score -1.335641e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106817 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -13356316.000000 Penalty: 3779.187744
	Iteration 43Q: 3 clusters Score -1.335632e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107025 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -13356240.000000 Penalty: 3779.187744
	Iteration 44Q: 3 clusters Score -1.335624e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107220 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -13356148.000000 Penalty: 3779.187744
	Iteration 45Q: 3 clusters Score -1.335615e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107409 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -13356067.000000 Penalty: 3779.187744
	Iteration 46Q: 3 clusters Score -1.335607e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107583 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -13355956.000000 Penalty: 3779.187744
	Iteration 47Q: 3 clusters Score -1.335596e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107716 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -13355917.000000 Penalty: 3779.187744
	Iteration 48Q: 3 clusters Score -1.335592e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107847 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -13355892.000000 Penalty: 3779.187744
	Iteration 49Q: 3 clusters Score -1.335589e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107980 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -13355819.000000 Penalty: 3779.187744
	Iteration 50Q: 3 clusters Score -1.335582e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108094 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -13355765.000000 Penalty: 3779.187744
	Iteration 51Q: 3 clusters Score -1.335576e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108189 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -13355754.000000 Penalty: 3779.187744
	Iteration 52Q: 3 clusters Score -1.335575e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108282 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -13355725.000000 Penalty: 3779.187744
	Iteration 53Q: 3 clusters Score -1.335572e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108365 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -13355681.000000 Penalty: 3779.187744
	Iteration 54Q: 3 clusters Score -1.335568e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108424 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -13355683.000000 Penalty: 3779.187744
	Iteration 55Q: 3 clusters Score -1.335568e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108484 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -13355682.000000 Penalty: 3779.187744
	Iteration 56Q: 3 clusters Score -1.335568e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108537 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -13355664.000000 Penalty: 3779.187744
	Iteration 57Q: 3 clusters Score -1.335566e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108597 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -13355650.000000 Penalty: 3779.187744
	Iteration 58Q: 3 clusters Score -1.335565e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108643 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -13355627.000000 Penalty: 3779.187744
	Iteration 59Q: 3 clusters Score -1.335563e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108682 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -13355610.000000 Penalty: 3779.187744
	Iteration 60F: 3 clusters Score -1.335561e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108705 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -13355604.000000 Penalty: 3779.187744
	Iteration 61Q: 3 clusters Score -1.33556e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108734 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -13355567.000000 Penalty: 3779.187744
	Iteration 62Q: 3 clusters Score -1.335557e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108766 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -13355543.000000 Penalty: 3779.187744
	Iteration 63Q: 3 clusters Score -1.335554e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108797 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -13355544.000000 Penalty: 3779.187744
	Iteration 64Q: 3 clusters Score -1.335554e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108832 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -13355530.000000 Penalty: 3779.187744
	Iteration 65Q: 3 clusters Score -1.335553e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108857 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -13355529.000000 Penalty: 3779.187744
	Iteration 66Q: 3 clusters Score -1.335553e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108878 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -13355501.000000 Penalty: 3779.187744
	Iteration 67Q: 3 clusters Score -1.33555e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108891 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -13355488.000000 Penalty: 3779.187744
	Iteration 68Q: 3 clusters Score -1.335549e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108901 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -13355486.000000 Penalty: 3779.187744
	Iteration 69Q: 3 clusters Score -1.335549e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108909 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -13355483.000000 Penalty: 3779.187744
	Iteration 70Q: 3 clusters Score -1.335548e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108916 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -13355470.000000 Penalty: 3779.187744
	Iteration 71Q: 3 clusters Score -1.335547e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108920 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -13355470.000000 Penalty: 3779.187744
	Iteration 72Q: 3 clusters Score -1.335547e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108922 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -13355462.000000 Penalty: 3779.187744
	Iteration 73Q: 3 clusters Score -1.335546e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108927 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -13355470.000000 Penalty: 3779.187744
	Iteration 74Q: 3 clusters Score -1.335547e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108931 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -13355456.000000 Penalty: 3779.187744
	Iteration 75Q: 3 clusters Score -1.335546e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108933 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -13355466.000000 Penalty: 3779.187744
	Iteration 76Q: 3 clusters Score -1.335547e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108933 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -13355466.000000 Penalty: 3779.187744
	Iteration 77F: 3 clusters Score -1.335547e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Entering Unmasked Estep 
Score: -84417.429688 Penalty: 1086.046143
	Iteration 0F: 2 clusters Score -84417.43 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 397 members 
Entering Unmasked Estep 
Score: -83141.453125 Penalty: 2172.092285
	Iteration 0F: 3 clusters Score -83141.45 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -83373.296875 Penalty: 2172.092285
	Iteration 1F: 3 clusters Score -83373.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -83420.335938 Penalty: 2172.092285
	Iteration 2F: 3 clusters Score -83420.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -83444.851562 Penalty: 2172.092285
	Iteration 3Q: 3 clusters Score -83444.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -83461.593750 Penalty: 2172.092285
	Iteration 4Q: 3 clusters Score -83461.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -83480.335938 Penalty: 2172.092285
	Iteration 5Q: 3 clusters Score -83480.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -83494.578125 Penalty: 2172.092285
	Iteration 6Q: 3 clusters Score -83494.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -83503.851562 Penalty: 2172.092285
	Iteration 7Q: 3 clusters Score -83503.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -83508.203125 Penalty: 2172.092285
	Iteration 8Q: 3 clusters Score -83508.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -83519.265625 Penalty: 2172.092285
	Iteration 9Q: 3 clusters Score -83519.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -83532.468750 Penalty: 2172.092285
	Iteration 10Q: 3 clusters Score -83532.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -83551.570312 Penalty: 2172.092285
	Iteration 11Q: 3 clusters Score -83551.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -83565.039062 Penalty: 2172.092285
	Iteration 12Q: 3 clusters Score -83565.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -83568.921875 Penalty: 2172.092285
	Iteration 13Q: 3 clusters Score -83568.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -83571.523438 Penalty: 2172.092285
	Iteration 14Q: 3 clusters Score -83571.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -83575.609375 Penalty: 2172.092285
	Iteration 15Q: 3 clusters Score -83575.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -83576.539062 Penalty: 2172.092285
	Iteration 16Q: 3 clusters Score -83576.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -83576.539062 Penalty: 2172.092285
	Iteration 17F: 3 clusters Score -83576.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (103721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103721 members 
Entering Unmasked Estep 
Score: -12199230.000000 Penalty: 1876.787109
	Iteration 0F: 2 clusters Score -1.219923e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51888 members 
Mstep: Class 2 contains 51833 members 
Entering Unmasked Estep 
Score: -12131807.000000 Penalty: 3753.574219
	Iteration 0F: 3 clusters Score -1.213181e+07 nChanged 49613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54317 members 
Mstep: Class 2 contains 49404 members 
Entering Unmasked Estep 
Score: -12161254.000000 Penalty: 3753.574219
	Iteration 1F: 3 clusters Score -1.216125e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55784 members 
Mstep: Class 2 contains 47937 members 
Entering Unmasked Estep 
Score: -12162301.000000 Penalty: 3753.574219
	Iteration 2Q: 3 clusters Score -1.21623e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57678 members 
Mstep: Class 2 contains 46043 members 
Entering Unmasked Estep 
Score: -12163566.000000 Penalty: 3753.574219
	Iteration 3Q: 3 clusters Score -1.216357e+07 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60117 members 
Mstep: Class 2 contains 43604 members 
Entering Unmasked Estep 
Score: -12165558.000000 Penalty: 3753.574219
	Iteration 4Q: 3 clusters Score -1.216556e+07 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63206 members 
Mstep: Class 2 contains 40515 members 
Entering Unmasked Estep 
Score: -12168536.000000 Penalty: 3753.574219
	Iteration 5F: 3 clusters Score -1.216854e+07 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66709 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -12173138.000000 Penalty: 3753.574219
	Iteration 6F: 3 clusters Score -1.217314e+07 nChanged 6632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69755 members 
Mstep: Class 2 contains 33966 members 
Entering Unmasked Estep 
Score: -12179537.000000 Penalty: 3753.574219
	Iteration 7F: 3 clusters Score -1.217954e+07 nChanged 6709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71526 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
Score: -12186621.000000 Penalty: 3753.574219
	Iteration 8F: 3 clusters Score -1.218662e+07 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72050 members 
Mstep: Class 2 contains 31671 members 
Entering Unmasked Estep 
Score: -12191069.000000 Penalty: 3753.574219
	Iteration 9F: 3 clusters Score -1.219107e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72400 members 
Mstep: Class 2 contains 31321 members 
Entering Unmasked Estep 
Score: -12193460.000000 Penalty: 3753.574219
	Iteration 10Q: 3 clusters Score -1.219346e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72684 members 
Mstep: Class 2 contains 31037 members 
Entering Unmasked Estep 
Score: -12195053.000000 Penalty: 3753.574219
	Iteration 11Q: 3 clusters Score -1.219505e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72906 members 
Mstep: Class 2 contains 30815 members 
Entering Unmasked Estep 
Score: -12196053.000000 Penalty: 3753.574219
	Iteration 12Q: 3 clusters Score -1.219605e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73145 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -12196736.000000 Penalty: 3753.574219
	Iteration 13Q: 3 clusters Score -1.219674e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73457 members 
Mstep: Class 2 contains 30264 members 
Entering Unmasked Estep 
Score: -12197162.000000 Penalty: 3753.574219
	Iteration 14Q: 3 clusters Score -1.219716e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73831 members 
Mstep: Class 2 contains 29890 members 
Entering Unmasked Estep 
Score: -12197376.000000 Penalty: 3753.574219
	Iteration 15Q: 3 clusters Score -1.219738e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74265 members 
Mstep: Class 2 contains 29456 members 
Entering Unmasked Estep 
Score: -12197497.000000 Penalty: 3753.574219
	Iteration 16Q: 3 clusters Score -1.21975e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74660 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -12197559.000000 Penalty: 3753.574219
	Iteration 17Q: 3 clusters Score -1.219756e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75112 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -12197684.000000 Penalty: 3753.574219
	Iteration 18Q: 3 clusters Score -1.219768e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75558 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -12197707.000000 Penalty: 3753.574219
	Iteration 19Q: 3 clusters Score -1.219771e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75968 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -12197728.000000 Penalty: 3753.574219
	Iteration 20F: 3 clusters Score -1.219773e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76342 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
Score: -12197747.000000 Penalty: 3753.574219
	Iteration 21Q: 3 clusters Score -1.219775e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76682 members 
Mstep: Class 2 contains 27039 members 
Entering Unmasked Estep 
Score: -12197776.000000 Penalty: 3753.574219
	Iteration 22Q: 3 clusters Score -1.219778e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77048 members 
Mstep: Class 2 contains 26673 members 
Entering Unmasked Estep 
Score: -12197828.000000 Penalty: 3753.574219
	Iteration 23Q: 3 clusters Score -1.219783e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77371 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -12197862.000000 Penalty: 3753.574219
	Iteration 24Q: 3 clusters Score -1.219786e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77681 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -12197825.000000 Penalty: 3753.574219
	Iteration 25Q: 3 clusters Score -1.219782e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77987 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -12197791.000000 Penalty: 3753.574219
	Iteration 26Q: 3 clusters Score -1.219779e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78292 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -12197818.000000 Penalty: 3753.574219
	Iteration 27Q: 3 clusters Score -1.219782e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78633 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -12197823.000000 Penalty: 3753.574219
	Iteration 28Q: 3 clusters Score -1.219782e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78961 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -12197868.000000 Penalty: 3753.574219
	Iteration 29Q: 3 clusters Score -1.219787e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79222 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -12197863.000000 Penalty: 3753.574219
	Iteration 30Q: 3 clusters Score -1.219786e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79507 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -12197820.000000 Penalty: 3753.574219
	Iteration 31Q: 3 clusters Score -1.219782e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79819 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -12197836.000000 Penalty: 3753.574219
	Iteration 32Q: 3 clusters Score -1.219784e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80086 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -12197837.000000 Penalty: 3753.574219
	Iteration 33Q: 3 clusters Score -1.219784e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80404 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -12197893.000000 Penalty: 3753.574219
	Iteration 34Q: 3 clusters Score -1.219789e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80711 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -12197910.000000 Penalty: 3753.574219
	Iteration 35Q: 3 clusters Score -1.219791e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81062 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -12197929.000000 Penalty: 3753.574219
	Iteration 36Q: 3 clusters Score -1.219793e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81421 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -12197953.000000 Penalty: 3753.574219
	Iteration 37Q: 3 clusters Score -1.219795e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81772 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -12197953.000000 Penalty: 3753.574219
	Iteration 38Q: 3 clusters Score -1.219795e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82116 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -12198016.000000 Penalty: 3753.574219
	Iteration 39Q: 3 clusters Score -1.219802e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82414 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -12198011.000000 Penalty: 3753.574219
	Iteration 40F: 3 clusters Score -1.219801e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82701 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -12198050.000000 Penalty: 3753.574219
	Iteration 41Q: 3 clusters Score -1.219805e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82975 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -12198037.000000 Penalty: 3753.574219
	Iteration 42Q: 3 clusters Score -1.219804e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83237 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -12198039.000000 Penalty: 3753.574219
	Iteration 43Q: 3 clusters Score -1.219804e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83486 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -12198039.000000 Penalty: 3753.574219
	Iteration 44Q: 3 clusters Score -1.219804e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83724 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -12198053.000000 Penalty: 3753.574219
	Iteration 45Q: 3 clusters Score -1.219805e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83929 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -12198068.000000 Penalty: 3753.574219
	Iteration 46Q: 3 clusters Score -1.219807e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84114 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -12198097.000000 Penalty: 3753.574219
	Iteration 47Q: 3 clusters Score -1.21981e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84287 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -12198105.000000 Penalty: 3753.574219
	Iteration 48Q: 3 clusters Score -1.21981e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84472 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -12198061.000000 Penalty: 3753.574219
	Iteration 49Q: 3 clusters Score -1.219806e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84697 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -12198090.000000 Penalty: 3753.574219
	Iteration 50Q: 3 clusters Score -1.219809e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84922 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -12198069.000000 Penalty: 3753.574219
	Iteration 51Q: 3 clusters Score -1.219807e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85145 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -12198069.000000 Penalty: 3753.574219
	Iteration 52Q: 3 clusters Score -1.219807e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85364 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -12198114.000000 Penalty: 3753.574219
	Iteration 53Q: 3 clusters Score -1.219811e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85606 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -12198131.000000 Penalty: 3753.574219
	Iteration 54Q: 3 clusters Score -1.219813e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85841 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -12198129.000000 Penalty: 3753.574219
	Iteration 55Q: 3 clusters Score -1.219813e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86093 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -12198156.000000 Penalty: 3753.574219
	Iteration 56Q: 3 clusters Score -1.219816e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86334 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -12198208.000000 Penalty: 3753.574219
	Iteration 57Q: 3 clusters Score -1.219821e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86564 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -12198197.000000 Penalty: 3753.574219
	Iteration 58Q: 3 clusters Score -1.21982e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86798 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -12198232.000000 Penalty: 3753.574219
	Iteration 59Q: 3 clusters Score -1.219823e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87044 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -12198228.000000 Penalty: 3753.574219
	Iteration 60F: 3 clusters Score -1.219823e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87312 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -12198220.000000 Penalty: 3753.574219
	Iteration 61Q: 3 clusters Score -1.219822e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87604 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -12198256.000000 Penalty: 3753.574219
	Iteration 62Q: 3 clusters Score -1.219826e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87909 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -12198276.000000 Penalty: 3753.574219
	Iteration 63Q: 3 clusters Score -1.219828e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88245 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -12198265.000000 Penalty: 3753.574219
	Iteration 64Q: 3 clusters Score -1.219826e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88605 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -12198283.000000 Penalty: 3753.574219
	Iteration 65Q: 3 clusters Score -1.219828e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88996 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -12198290.000000 Penalty: 3753.574219
	Iteration 66Q: 3 clusters Score -1.219829e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89413 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -12198282.000000 Penalty: 3753.574219
	Iteration 67Q: 3 clusters Score -1.219828e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89868 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -12198270.000000 Penalty: 3753.574219
	Iteration 68Q: 3 clusters Score -1.219827e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90369 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -12198329.000000 Penalty: 3753.574219
	Iteration 69Q: 3 clusters Score -1.219833e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90893 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -12198344.000000 Penalty: 3753.574219
	Iteration 70Q: 3 clusters Score -1.219834e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91398 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -12198344.000000 Penalty: 3753.574219
	Iteration 71Q: 3 clusters Score -1.219834e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91910 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -12198330.000000 Penalty: 3753.574219
	Iteration 72Q: 3 clusters Score -1.219833e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92395 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -12198286.000000 Penalty: 3753.574219
	Iteration 73Q: 3 clusters Score -1.219829e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92877 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -12198256.000000 Penalty: 3753.574219
	Iteration 74Q: 3 clusters Score -1.219826e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93375 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -12198270.000000 Penalty: 3753.574219
	Iteration 75Q: 3 clusters Score -1.219827e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93875 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -12198256.000000 Penalty: 3753.574219
	Iteration 76Q: 3 clusters Score -1.219826e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94371 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -12198196.000000 Penalty: 3753.574219
	Iteration 77Q: 3 clusters Score -1.21982e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94835 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -12198187.000000 Penalty: 3753.574219
	Iteration 78Q: 3 clusters Score -1.219819e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95277 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -12198139.000000 Penalty: 3753.574219
	Iteration 79Q: 3 clusters Score -1.219814e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95718 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -12198131.000000 Penalty: 3753.574219
	Iteration 80F: 3 clusters Score -1.219813e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96108 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -12198097.000000 Penalty: 3753.574219
	Iteration 81Q: 3 clusters Score -1.21981e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96481 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -12198041.000000 Penalty: 3753.574219
	Iteration 82Q: 3 clusters Score -1.219804e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96815 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -12197965.000000 Penalty: 3753.574219
	Iteration 83Q: 3 clusters Score -1.219796e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97131 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -12197980.000000 Penalty: 3753.574219
	Iteration 84Q: 3 clusters Score -1.219798e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97456 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -12197949.000000 Penalty: 3753.574219
	Iteration 85Q: 3 clusters Score -1.219795e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97766 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -12197938.000000 Penalty: 3753.574219
	Iteration 86Q: 3 clusters Score -1.219794e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98059 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -12197958.000000 Penalty: 3753.574219
	Iteration 87Q: 3 clusters Score -1.219796e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98320 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -12197906.000000 Penalty: 3753.574219
	Iteration 88Q: 3 clusters Score -1.219791e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98527 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -12197906.000000 Penalty: 3753.574219
	Iteration 89Q: 3 clusters Score -1.219791e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98728 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -12197904.000000 Penalty: 3753.574219
	Iteration 90Q: 3 clusters Score -1.21979e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98913 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -12197923.000000 Penalty: 3753.574219
	Iteration 91Q: 3 clusters Score -1.219792e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99108 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -12197910.000000 Penalty: 3753.574219
	Iteration 92Q: 3 clusters Score -1.219791e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99283 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -12197899.000000 Penalty: 3753.574219
	Iteration 93Q: 3 clusters Score -1.21979e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99475 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -12197883.000000 Penalty: 3753.574219
	Iteration 94Q: 3 clusters Score -1.219788e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99704 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -12197879.000000 Penalty: 3753.574219
	Iteration 95Q: 3 clusters Score -1.219788e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99908 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -12197863.000000 Penalty: 3753.574219
	Iteration 96Q: 3 clusters Score -1.219786e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100120 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -12197838.000000 Penalty: 3753.574219
	Iteration 97Q: 3 clusters Score -1.219784e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100311 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -12197820.000000 Penalty: 3753.574219
	Iteration 98Q: 3 clusters Score -1.219782e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100514 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -12197775.000000 Penalty: 3753.574219
	Iteration 99Q: 3 clusters Score -1.219778e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100713 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -12197771.000000 Penalty: 3753.574219
	Iteration 100F: 3 clusters Score -1.219777e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100931 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -12197747.000000 Penalty: 3753.574219
	Iteration 101Q: 3 clusters Score -1.219775e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101111 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -12197744.000000 Penalty: 3753.574219
	Iteration 102Q: 3 clusters Score -1.219774e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101283 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -12197755.000000 Penalty: 3753.574219
	Iteration 103Q: 3 clusters Score -1.219776e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101432 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -12197765.000000 Penalty: 3753.574219
	Iteration 104Q: 3 clusters Score -1.219776e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101593 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -12197788.000000 Penalty: 3753.574219
	Iteration 105Q: 3 clusters Score -1.219779e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101744 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -12197783.000000 Penalty: 3753.574219
	Iteration 106Q: 3 clusters Score -1.219778e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101865 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -12197807.000000 Penalty: 3753.574219
	Iteration 107Q: 3 clusters Score -1.219781e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101973 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -12197801.000000 Penalty: 3753.574219
	Iteration 108Q: 3 clusters Score -1.21978e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102070 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -12197826.000000 Penalty: 3753.574219
	Iteration 109Q: 3 clusters Score -1.219783e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102152 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -12197848.000000 Penalty: 3753.574219
	Iteration 110Q: 3 clusters Score -1.219785e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102238 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -12197839.000000 Penalty: 3753.574219
	Iteration 111Q: 3 clusters Score -1.219784e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102323 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -12197847.000000 Penalty: 3753.574219
	Iteration 112Q: 3 clusters Score -1.219785e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102421 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -12197836.000000 Penalty: 3753.574219
	Iteration 113Q: 3 clusters Score -1.219784e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102481 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -12197841.000000 Penalty: 3753.574219
	Iteration 114Q: 3 clusters Score -1.219784e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102523 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -12197859.000000 Penalty: 3753.574219
	Iteration 115Q: 3 clusters Score -1.219786e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102565 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -12197853.000000 Penalty: 3753.574219
	Iteration 116Q: 3 clusters Score -1.219785e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102593 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -12197864.000000 Penalty: 3753.574219
	Iteration 117Q: 3 clusters Score -1.219786e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102623 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -12197866.000000 Penalty: 3753.574219
	Iteration 118Q: 3 clusters Score -1.219787e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102648 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -12197857.000000 Penalty: 3753.574219
	Iteration 119Q: 3 clusters Score -1.219786e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102669 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -12197848.000000 Penalty: 3753.574219
	Iteration 120F: 3 clusters Score -1.219785e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102690 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -12197868.000000 Penalty: 3753.574219
	Iteration 121Q: 3 clusters Score -1.219787e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102703 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -12197866.000000 Penalty: 3753.574219
	Iteration 122Q: 3 clusters Score -1.219787e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102712 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -12197864.000000 Penalty: 3753.574219
	Iteration 123Q: 3 clusters Score -1.219786e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102724 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -12197865.000000 Penalty: 3753.574219
	Iteration 124Q: 3 clusters Score -1.219786e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102732 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -12197852.000000 Penalty: 3753.574219
	Iteration 125Q: 3 clusters Score -1.219785e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102738 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -12197857.000000 Penalty: 3753.574219
	Iteration 126Q: 3 clusters Score -1.219786e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102746 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -12197851.000000 Penalty: 3753.574219
	Iteration 127Q: 3 clusters Score -1.219785e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102750 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -12197856.000000 Penalty: 3753.574219
	Iteration 128Q: 3 clusters Score -1.219786e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102754 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -12197849.000000 Penalty: 3753.574219
	Iteration 129Q: 3 clusters Score -1.219785e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102760 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -12197858.000000 Penalty: 3753.574219
	Iteration 130Q: 3 clusters Score -1.219786e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102766 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -12197851.000000 Penalty: 3753.574219
	Iteration 131Q: 3 clusters Score -1.219785e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102772 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -12197847.000000 Penalty: 3753.574219
	Iteration 132Q: 3 clusters Score -1.219785e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102778 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -12197857.000000 Penalty: 3753.574219
	Iteration 133Q: 3 clusters Score -1.219786e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102784 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -12197857.000000 Penalty: 3753.574219
	Iteration 134Q: 3 clusters Score -1.219786e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102785 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -12197856.000000 Penalty: 3753.574219
	Iteration 135Q: 3 clusters Score -1.219786e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102788 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -12197859.000000 Penalty: 3753.574219
	Iteration 136Q: 3 clusters Score -1.219786e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102795 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -12197852.000000 Penalty: 3753.574219
	Iteration 137Q: 3 clusters Score -1.219785e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102798 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -12197852.000000 Penalty: 3753.574219
	Iteration 138Q: 3 clusters Score -1.219785e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102807 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -12197853.000000 Penalty: 3753.574219
	Iteration 139Q: 3 clusters Score -1.219785e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102808 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -12197854.000000 Penalty: 3753.574219
	Iteration 140F: 3 clusters Score -1.219785e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102810 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -12197861.000000 Penalty: 3753.574219
	Iteration 141Q: 3 clusters Score -1.219786e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102812 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -12197858.000000 Penalty: 3753.574219
	Iteration 142Q: 3 clusters Score -1.219786e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102813 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -12197861.000000 Penalty: 3753.574219
	Iteration 143Q: 3 clusters Score -1.219786e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102817 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -12197866.000000 Penalty: 3753.574219
	Iteration 144Q: 3 clusters Score -1.219787e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102823 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -12197876.000000 Penalty: 3753.574219
	Iteration 145Q: 3 clusters Score -1.219788e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102829 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -12197873.000000 Penalty: 3753.574219
	Iteration 146Q: 3 clusters Score -1.219787e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102836 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -12197881.000000 Penalty: 3753.574219
	Iteration 147Q: 3 clusters Score -1.219788e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102838 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -12197884.000000 Penalty: 3753.574219
	Iteration 148Q: 3 clusters Score -1.219788e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102839 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -12197885.000000 Penalty: 3753.574219
	Iteration 149Q: 3 clusters Score -1.219788e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102841 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -12197877.000000 Penalty: 3753.574219
	Iteration 150Q: 3 clusters Score -1.219788e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102840 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -12197876.000000 Penalty: 3753.574219
	Iteration 151Q: 3 clusters Score -1.219788e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102839 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -12197876.000000 Penalty: 3753.574219
	Iteration 152Q: 3 clusters Score -1.219788e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102838 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -12197877.000000 Penalty: 3753.574219
	Iteration 153Q: 3 clusters Score -1.219788e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102838 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -12197877.000000 Penalty: 3753.574219
	Iteration 154F: 3 clusters Score -1.219788e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (38973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38973 members 
Entering Unmasked Estep 
Score: -4616627.500000 Penalty: 1717.726440
	Iteration 0F: 2 clusters Score -4616628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -4590617.500000 Penalty: 3435.452881
	Iteration 0F: 3 clusters Score -4590618 nChanged 17942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -4600582.000000 Penalty: 3435.452881
	Iteration 1F: 3 clusters Score -4600582 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -4601013.500000 Penalty: 3435.452881
	Iteration 2Q: 3 clusters Score -4601014 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -4601524.500000 Penalty: 3435.452881
	Iteration 3Q: 3 clusters Score -4601524 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -4602345.500000 Penalty: 3435.452881
	Iteration 4Q: 3 clusters Score -4602346 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -4603525.000000 Penalty: 3435.452881
	Iteration 5F: 3 clusters Score -4603525 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 28709 members 
Entering Unmasked Estep 
Score: -4605502.000000 Penalty: 3435.452881
	Iteration 6F: 3 clusters Score -4605502 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 31809 members 
Entering Unmasked Estep 
Score: -4608211.000000 Penalty: 3435.452881
	Iteration 7F: 3 clusters Score -4608211 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 34774 members 
Entering Unmasked Estep 
Score: -4611008.500000 Penalty: 3435.452881
	Iteration 8F: 3 clusters Score -4611008 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 36959 members 
Entering Unmasked Estep 
Score: -4613156.500000 Penalty: 3435.452881
	Iteration 9F: 3 clusters Score -4613156 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 38175 members 
Entering Unmasked Estep 
Score: -4614327.000000 Penalty: 3435.452881
	Iteration 10Q: 3 clusters Score -4614327 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 38622 members 
Entering Unmasked Estep 
Score: -4614770.000000 Penalty: 3435.452881
	Iteration 11Q: 3 clusters Score -4614770 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 38755 members 
Entering Unmasked Estep 
Score: -4614922.500000 Penalty: 3435.452881
	Iteration 12Q: 3 clusters Score -4614922 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 38790 members 
Entering Unmasked Estep 
Score: -4614968.500000 Penalty: 3435.452881
	Iteration 13Q: 3 clusters Score -4614968 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 38814 members 
Entering Unmasked Estep 
Score: -4615002.000000 Penalty: 3435.452881
	Iteration 14Q: 3 clusters Score -4615002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 38825 members 
Entering Unmasked Estep 
Score: -4615022.000000 Penalty: 3435.452881
	Iteration 15Q: 3 clusters Score -4615022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 38832 members 
Entering Unmasked Estep 
Score: -4615042.500000 Penalty: 3435.452881
	Iteration 16Q: 3 clusters Score -4615042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 38840 members 
Entering Unmasked Estep 
Score: -4615060.000000 Penalty: 3435.452881
	Iteration 17Q: 3 clusters Score -4615060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 38843 members 
Entering Unmasked Estep 
Score: -4615071.000000 Penalty: 3435.452881
	Iteration 18Q: 3 clusters Score -4615071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 38845 members 
Entering Unmasked Estep 
Score: -4615078.000000 Penalty: 3435.452881
	Iteration 19Q: 3 clusters Score -4615078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 38845 members 
Entering Unmasked Estep 
Score: -4615080.000000 Penalty: 3435.452881
	Iteration 20F: 3 clusters Score -4615080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 38844 members 
Entering Unmasked Estep 
Score: -4615078.500000 Penalty: 3435.452881
	Iteration 21Q: 3 clusters Score -4615078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 38844 members 
Entering Unmasked Estep 
Score: -4615078.500000 Penalty: 3435.452881
	Iteration 22F: 3 clusters Score -4615078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -24003.251953 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -24003.25 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 154 members 
Entering Unmasked Estep 
Score: -23174.847656 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -23174.85 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -23359.464844 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -23359.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -23423.210938 Penalty: 1858.033936
	Iteration 2F: 3 clusters Score -23423.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -23429.509766 Penalty: 1858.033936
	Iteration 3Q: 3 clusters Score -23429.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -23435.501953 Penalty: 1858.033936
	Iteration 4Q: 3 clusters Score -23435.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -23437.474609 Penalty: 1858.033936
	Iteration 5Q: 3 clusters Score -23437.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -23437.474609 Penalty: 1858.033936
	Iteration 6F: 3 clusters Score -23437.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (116079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116079 members 
Entering Unmasked Estep 
Score: -13766083.000000 Penalty: 1895.079346
	Iteration 0F: 2 clusters Score -1.376608e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58280 members 
Mstep: Class 2 contains 57799 members 
Entering Unmasked Estep 
Score: -13693818.000000 Penalty: 3790.158691
	Iteration 0F: 3 clusters Score -1.369382e+07 nChanged 55806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60920 members 
Mstep: Class 2 contains 55159 members 
Entering Unmasked Estep 
Score: -13726263.000000 Penalty: 3790.158691
	Iteration 1F: 3 clusters Score -1.372626e+07 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62554 members 
Mstep: Class 2 contains 53525 members 
Entering Unmasked Estep 
Score: -13727495.000000 Penalty: 3790.158691
	Iteration 2Q: 3 clusters Score -1.37275e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64984 members 
Mstep: Class 2 contains 51095 members 
Entering Unmasked Estep 
Score: -13729378.000000 Penalty: 3790.158691
	Iteration 3Q: 3 clusters Score -1.372938e+07 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68351 members 
Mstep: Class 2 contains 47728 members 
Entering Unmasked Estep 
Score: -13732498.000000 Penalty: 3790.158691
	Iteration 4Q: 3 clusters Score -1.37325e+07 nChanged 6762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72587 members 
Mstep: Class 2 contains 43492 members 
Entering Unmasked Estep 
Score: -13737811.000000 Penalty: 3790.158691
	Iteration 5F: 3 clusters Score -1.373781e+07 nChanged 7582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76647 members 
Mstep: Class 2 contains 39432 members 
Entering Unmasked Estep 
Score: -13745411.000000 Penalty: 3790.158691
	Iteration 6F: 3 clusters Score -1.374541e+07 nChanged 7969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79246 members 
Mstep: Class 2 contains 36833 members 
Entering Unmasked Estep 
Score: -13753585.000000 Penalty: 3790.158691
	Iteration 7F: 3 clusters Score -1.375358e+07 nChanged 6744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79770 members 
Mstep: Class 2 contains 36309 members 
Entering Unmasked Estep 
Score: -13759167.000000 Penalty: 3790.158691
	Iteration 8F: 3 clusters Score -1.375917e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79731 members 
Mstep: Class 2 contains 36348 members 
Entering Unmasked Estep 
Score: -13761791.000000 Penalty: 3790.158691
	Iteration 9Q: 3 clusters Score -1.376179e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79612 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
Score: -13763356.000000 Penalty: 3790.158691
	Iteration 10Q: 3 clusters Score -1.376336e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79419 members 
Mstep: Class 2 contains 36660 members 
Entering Unmasked Estep 
Score: -13764570.000000 Penalty: 3790.158691
	Iteration 11Q: 3 clusters Score -1.376457e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79114 members 
Mstep: Class 2 contains 36965 members 
Entering Unmasked Estep 
Score: -13765384.000000 Penalty: 3790.158691
	Iteration 12Q: 3 clusters Score -1.376538e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78702 members 
Mstep: Class 2 contains 37377 members 
Entering Unmasked Estep 
Score: -13766038.000000 Penalty: 3790.158691
	Iteration 13Q: 3 clusters Score -1.376604e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78261 members 
Mstep: Class 2 contains 37818 members 
Entering Unmasked Estep 
Score: -13766609.000000 Penalty: 3790.158691
	Iteration 14Q: 3 clusters Score -1.376661e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77805 members 
Mstep: Class 2 contains 38274 members 
Entering Unmasked Estep 
Score: -13766965.000000 Penalty: 3790.158691
	Iteration 15Q: 3 clusters Score -1.376696e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77288 members 
Mstep: Class 2 contains 38791 members 
Entering Unmasked Estep 
Score: -13767310.000000 Penalty: 3790.158691
	Iteration 16Q: 3 clusters Score -1.376731e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76865 members 
Mstep: Class 2 contains 39214 members 
Entering Unmasked Estep 
Score: -13767491.000000 Penalty: 3790.158691
	Iteration 17Q: 3 clusters Score -1.376749e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76517 members 
Mstep: Class 2 contains 39562 members 
Entering Unmasked Estep 
Score: -13767562.000000 Penalty: 3790.158691
	Iteration 18Q: 3 clusters Score -1.376756e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76176 members 
Mstep: Class 2 contains 39903 members 
Entering Unmasked Estep 
Score: -13767598.000000 Penalty: 3790.158691
	Iteration 19Q: 3 clusters Score -1.37676e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75800 members 
Mstep: Class 2 contains 40279 members 
Entering Unmasked Estep 
Score: -13767666.000000 Penalty: 3790.158691
	Iteration 20F: 3 clusters Score -1.376767e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75554 members 
Mstep: Class 2 contains 40525 members 
Entering Unmasked Estep 
Score: -13767700.000000 Penalty: 3790.158691
	Iteration 21Q: 3 clusters Score -1.37677e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75211 members 
Mstep: Class 2 contains 40868 members 
Entering Unmasked Estep 
Score: -13767708.000000 Penalty: 3790.158691
	Iteration 22Q: 3 clusters Score -1.376771e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74920 members 
Mstep: Class 2 contains 41159 members 
Entering Unmasked Estep 
Score: -13767746.000000 Penalty: 3790.158691
	Iteration 23Q: 3 clusters Score -1.376775e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74608 members 
Mstep: Class 2 contains 41471 members 
Entering Unmasked Estep 
Score: -13767770.000000 Penalty: 3790.158691
	Iteration 24Q: 3 clusters Score -1.376777e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74293 members 
Mstep: Class 2 contains 41786 members 
Entering Unmasked Estep 
Score: -13767760.000000 Penalty: 3790.158691
	Iteration 25Q: 3 clusters Score -1.376776e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74016 members 
Mstep: Class 2 contains 42063 members 
Entering Unmasked Estep 
Score: -13767746.000000 Penalty: 3790.158691
	Iteration 26Q: 3 clusters Score -1.376775e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73765 members 
Mstep: Class 2 contains 42314 members 
Entering Unmasked Estep 
Score: -13767759.000000 Penalty: 3790.158691
	Iteration 27Q: 3 clusters Score -1.376776e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73527 members 
Mstep: Class 2 contains 42552 members 
Entering Unmasked Estep 
Score: -13767786.000000 Penalty: 3790.158691
	Iteration 28Q: 3 clusters Score -1.376779e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73288 members 
Mstep: Class 2 contains 42791 members 
Entering Unmasked Estep 
Score: -13767793.000000 Penalty: 3790.158691
	Iteration 29Q: 3 clusters Score -1.376779e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73061 members 
Mstep: Class 2 contains 43018 members 
Entering Unmasked Estep 
Score: -13767780.000000 Penalty: 3790.158691
	Iteration 30Q: 3 clusters Score -1.376778e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72846 members 
Mstep: Class 2 contains 43233 members 
Entering Unmasked Estep 
Score: -13767762.000000 Penalty: 3790.158691
	Iteration 31Q: 3 clusters Score -1.376776e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72640 members 
Mstep: Class 2 contains 43439 members 
Entering Unmasked Estep 
Score: -13767732.000000 Penalty: 3790.158691
	Iteration 32Q: 3 clusters Score -1.376773e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72369 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
Score: -13767730.000000 Penalty: 3790.158691
	Iteration 33Q: 3 clusters Score -1.376773e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72107 members 
Mstep: Class 2 contains 43972 members 
Entering Unmasked Estep 
Score: -13767678.000000 Penalty: 3790.158691
	Iteration 34Q: 3 clusters Score -1.376768e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71829 members 
Mstep: Class 2 contains 44250 members 
Entering Unmasked Estep 
Score: -13767667.000000 Penalty: 3790.158691
	Iteration 35Q: 3 clusters Score -1.376767e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71621 members 
Mstep: Class 2 contains 44458 members 
Entering Unmasked Estep 
Score: -13767631.000000 Penalty: 3790.158691
	Iteration 36Q: 3 clusters Score -1.376763e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71400 members 
Mstep: Class 2 contains 44679 members 
Entering Unmasked Estep 
Score: -13767645.000000 Penalty: 3790.158691
	Iteration 37Q: 3 clusters Score -1.376764e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71174 members 
Mstep: Class 2 contains 44905 members 
Entering Unmasked Estep 
Score: -13767690.000000 Penalty: 3790.158691
	Iteration 38Q: 3 clusters Score -1.376769e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70915 members 
Mstep: Class 2 contains 45164 members 
Entering Unmasked Estep 
Score: -13767671.000000 Penalty: 3790.158691
	Iteration 39Q: 3 clusters Score -1.376767e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70687 members 
Mstep: Class 2 contains 45392 members 
Entering Unmasked Estep 
Score: -13767691.000000 Penalty: 3790.158691
	Iteration 40F: 3 clusters Score -1.376769e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70495 members 
Mstep: Class 2 contains 45584 members 
Entering Unmasked Estep 
Score: -13767701.000000 Penalty: 3790.158691
	Iteration 41Q: 3 clusters Score -1.37677e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70299 members 
Mstep: Class 2 contains 45780 members 
Entering Unmasked Estep 
Score: -13767714.000000 Penalty: 3790.158691
	Iteration 42Q: 3 clusters Score -1.376771e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70153 members 
Mstep: Class 2 contains 45926 members 
Entering Unmasked Estep 
Score: -13767747.000000 Penalty: 3790.158691
	Iteration 43Q: 3 clusters Score -1.376775e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70036 members 
Mstep: Class 2 contains 46043 members 
Entering Unmasked Estep 
Score: -13767738.000000 Penalty: 3790.158691
	Iteration 44Q: 3 clusters Score -1.376774e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69966 members 
Mstep: Class 2 contains 46113 members 
Entering Unmasked Estep 
Score: -13767722.000000 Penalty: 3790.158691
	Iteration 45Q: 3 clusters Score -1.376772e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69887 members 
Mstep: Class 2 contains 46192 members 
Entering Unmasked Estep 
Score: -13767735.000000 Penalty: 3790.158691
	Iteration 46Q: 3 clusters Score -1.376774e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69804 members 
Mstep: Class 2 contains 46275 members 
Entering Unmasked Estep 
Score: -13767725.000000 Penalty: 3790.158691
	Iteration 47Q: 3 clusters Score -1.376772e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69696 members 
Mstep: Class 2 contains 46383 members 
Entering Unmasked Estep 
Score: -13767742.000000 Penalty: 3790.158691
	Iteration 48Q: 3 clusters Score -1.376774e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69622 members 
Mstep: Class 2 contains 46457 members 
Entering Unmasked Estep 
Score: -13767705.000000 Penalty: 3790.158691
	Iteration 49Q: 3 clusters Score -1.37677e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69569 members 
Mstep: Class 2 contains 46510 members 
Entering Unmasked Estep 
Score: -13767723.000000 Penalty: 3790.158691
	Iteration 50Q: 3 clusters Score -1.376772e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69491 members 
Mstep: Class 2 contains 46588 members 
Entering Unmasked Estep 
Score: -13767720.000000 Penalty: 3790.158691
	Iteration 51Q: 3 clusters Score -1.376772e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69416 members 
Mstep: Class 2 contains 46663 members 
Entering Unmasked Estep 
Score: -13767707.000000 Penalty: 3790.158691
	Iteration 52Q: 3 clusters Score -1.376771e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69305 members 
Mstep: Class 2 contains 46774 members 
Entering Unmasked Estep 
Score: -13767697.000000 Penalty: 3790.158691
	Iteration 53Q: 3 clusters Score -1.37677e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69179 members 
Mstep: Class 2 contains 46900 members 
Entering Unmasked Estep 
Score: -13767717.000000 Penalty: 3790.158691
	Iteration 54Q: 3 clusters Score -1.376772e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69041 members 
Mstep: Class 2 contains 47038 members 
Entering Unmasked Estep 
Score: -13767712.000000 Penalty: 3790.158691
	Iteration 55Q: 3 clusters Score -1.376771e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68920 members 
Mstep: Class 2 contains 47159 members 
Entering Unmasked Estep 
Score: -13767737.000000 Penalty: 3790.158691
	Iteration 56Q: 3 clusters Score -1.376774e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68813 members 
Mstep: Class 2 contains 47266 members 
Entering Unmasked Estep 
Score: -13767730.000000 Penalty: 3790.158691
	Iteration 57Q: 3 clusters Score -1.376773e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68722 members 
Mstep: Class 2 contains 47357 members 
Entering Unmasked Estep 
Score: -13767688.000000 Penalty: 3790.158691
	Iteration 58Q: 3 clusters Score -1.376769e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68668 members 
Mstep: Class 2 contains 47411 members 
Entering Unmasked Estep 
Score: -13767705.000000 Penalty: 3790.158691
	Iteration 59Q: 3 clusters Score -1.37677e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68612 members 
Mstep: Class 2 contains 47467 members 
Entering Unmasked Estep 
Score: -13767691.000000 Penalty: 3790.158691
	Iteration 60F: 3 clusters Score -1.376769e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68554 members 
Mstep: Class 2 contains 47525 members 
Entering Unmasked Estep 
Score: -13767712.000000 Penalty: 3790.158691
	Iteration 61Q: 3 clusters Score -1.376771e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68423 members 
Mstep: Class 2 contains 47656 members 
Entering Unmasked Estep 
Score: -13767699.000000 Penalty: 3790.158691
	Iteration 62Q: 3 clusters Score -1.37677e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68266 members 
Mstep: Class 2 contains 47813 members 
Entering Unmasked Estep 
Score: -13767635.000000 Penalty: 3790.158691
	Iteration 63Q: 3 clusters Score -1.376764e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68089 members 
Mstep: Class 2 contains 47990 members 
Entering Unmasked Estep 
Score: -13767629.000000 Penalty: 3790.158691
	Iteration 64Q: 3 clusters Score -1.376763e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67944 members 
Mstep: Class 2 contains 48135 members 
Entering Unmasked Estep 
Score: -13767619.000000 Penalty: 3790.158691
	Iteration 65Q: 3 clusters Score -1.376762e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67825 members 
Mstep: Class 2 contains 48254 members 
Entering Unmasked Estep 
Score: -13767608.000000 Penalty: 3790.158691
	Iteration 66Q: 3 clusters Score -1.376761e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67698 members 
Mstep: Class 2 contains 48381 members 
Entering Unmasked Estep 
Score: -13767595.000000 Penalty: 3790.158691
	Iteration 67Q: 3 clusters Score -1.37676e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67480 members 
Mstep: Class 2 contains 48599 members 
Entering Unmasked Estep 
Score: -13767607.000000 Penalty: 3790.158691
	Iteration 68Q: 3 clusters Score -1.376761e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67338 members 
Mstep: Class 2 contains 48741 members 
Entering Unmasked Estep 
Score: -13767610.000000 Penalty: 3790.158691
	Iteration 69Q: 3 clusters Score -1.376761e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67162 members 
Mstep: Class 2 contains 48917 members 
Entering Unmasked Estep 
Score: -13767604.000000 Penalty: 3790.158691
	Iteration 70Q: 3 clusters Score -1.37676e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67059 members 
Mstep: Class 2 contains 49020 members 
Entering Unmasked Estep 
Score: -13767599.000000 Penalty: 3790.158691
	Iteration 71Q: 3 clusters Score -1.37676e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67011 members 
Mstep: Class 2 contains 49068 members 
Entering Unmasked Estep 
Score: -13767618.000000 Penalty: 3790.158691
	Iteration 72Q: 3 clusters Score -1.376762e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66936 members 
Mstep: Class 2 contains 49143 members 
Entering Unmasked Estep 
Score: -13767632.000000 Penalty: 3790.158691
	Iteration 73Q: 3 clusters Score -1.376763e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66870 members 
Mstep: Class 2 contains 49209 members 
Entering Unmasked Estep 
Score: -13767630.000000 Penalty: 3790.158691
	Iteration 74Q: 3 clusters Score -1.376763e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66796 members 
Mstep: Class 2 contains 49283 members 
Entering Unmasked Estep 
Score: -13767623.000000 Penalty: 3790.158691
	Iteration 75Q: 3 clusters Score -1.376762e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66720 members 
Mstep: Class 2 contains 49359 members 
Entering Unmasked Estep 
Score: -13767611.000000 Penalty: 3790.158691
	Iteration 76Q: 3 clusters Score -1.376761e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66686 members 
Mstep: Class 2 contains 49393 members 
Entering Unmasked Estep 
Score: -13767621.000000 Penalty: 3790.158691
	Iteration 77Q: 3 clusters Score -1.376762e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66680 members 
Mstep: Class 2 contains 49399 members 
Entering Unmasked Estep 
Score: -13767622.000000 Penalty: 3790.158691
	Iteration 78Q: 3 clusters Score -1.376762e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66672 members 
Mstep: Class 2 contains 49407 members 
Entering Unmasked Estep 
Score: -13767621.000000 Penalty: 3790.158691
	Iteration 79Q: 3 clusters Score -1.376762e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66651 members 
Mstep: Class 2 contains 49428 members 
Entering Unmasked Estep 
Score: -13767622.000000 Penalty: 3790.158691
	Iteration 80F: 3 clusters Score -1.376762e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66627 members 
Mstep: Class 2 contains 49452 members 
Entering Unmasked Estep 
Score: -13767623.000000 Penalty: 3790.158691
	Iteration 81Q: 3 clusters Score -1.376762e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66598 members 
Mstep: Class 2 contains 49481 members 
Entering Unmasked Estep 
Score: -13767606.000000 Penalty: 3790.158691
	Iteration 82Q: 3 clusters Score -1.376761e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66549 members 
Mstep: Class 2 contains 49530 members 
Entering Unmasked Estep 
Score: -13767599.000000 Penalty: 3790.158691
	Iteration 83Q: 3 clusters Score -1.37676e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66520 members 
Mstep: Class 2 contains 49559 members 
Entering Unmasked Estep 
Score: -13767606.000000 Penalty: 3790.158691
	Iteration 84Q: 3 clusters Score -1.376761e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66469 members 
Mstep: Class 2 contains 49610 members 
Entering Unmasked Estep 
Score: -13767588.000000 Penalty: 3790.158691
	Iteration 85Q: 3 clusters Score -1.376759e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66374 members 
Mstep: Class 2 contains 49705 members 
Entering Unmasked Estep 
Score: -13767587.000000 Penalty: 3790.158691
	Iteration 86Q: 3 clusters Score -1.376759e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66334 members 
Mstep: Class 2 contains 49745 members 
Entering Unmasked Estep 
Score: -13767599.000000 Penalty: 3790.158691
	Iteration 87Q: 3 clusters Score -1.37676e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66247 members 
Mstep: Class 2 contains 49832 members 
Entering Unmasked Estep 
Score: -13767605.000000 Penalty: 3790.158691
	Iteration 88Q: 3 clusters Score -1.37676e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66164 members 
Mstep: Class 2 contains 49915 members 
Entering Unmasked Estep 
Score: -13767611.000000 Penalty: 3790.158691
	Iteration 89Q: 3 clusters Score -1.376761e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66046 members 
Mstep: Class 2 contains 50033 members 
Entering Unmasked Estep 
Score: -13767611.000000 Penalty: 3790.158691
	Iteration 90Q: 3 clusters Score -1.376761e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65935 members 
Mstep: Class 2 contains 50144 members 
Entering Unmasked Estep 
Score: -13767627.000000 Penalty: 3790.158691
	Iteration 91Q: 3 clusters Score -1.376763e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65893 members 
Mstep: Class 2 contains 50186 members 
Entering Unmasked Estep 
Score: -13767617.000000 Penalty: 3790.158691
	Iteration 92Q: 3 clusters Score -1.376762e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65832 members 
Mstep: Class 2 contains 50247 members 
Entering Unmasked Estep 
Score: -13767608.000000 Penalty: 3790.158691
	Iteration 93Q: 3 clusters Score -1.376761e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65783 members 
Mstep: Class 2 contains 50296 members 
Entering Unmasked Estep 
Score: -13767604.000000 Penalty: 3790.158691
	Iteration 94Q: 3 clusters Score -1.37676e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65719 members 
Mstep: Class 2 contains 50360 members 
Entering Unmasked Estep 
Score: -13767589.000000 Penalty: 3790.158691
	Iteration 95Q: 3 clusters Score -1.376759e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65637 members 
Mstep: Class 2 contains 50442 members 
Entering Unmasked Estep 
Score: -13767585.000000 Penalty: 3790.158691
	Iteration 96Q: 3 clusters Score -1.376758e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65588 members 
Mstep: Class 2 contains 50491 members 
Entering Unmasked Estep 
Score: -13767590.000000 Penalty: 3790.158691
	Iteration 97Q: 3 clusters Score -1.376759e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65548 members 
Mstep: Class 2 contains 50531 members 
Entering Unmasked Estep 
Score: -13767592.000000 Penalty: 3790.158691
	Iteration 98Q: 3 clusters Score -1.376759e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65482 members 
Mstep: Class 2 contains 50597 members 
Entering Unmasked Estep 
Score: -13767595.000000 Penalty: 3790.158691
	Iteration 99Q: 3 clusters Score -1.37676e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65414 members 
Mstep: Class 2 contains 50665 members 
Entering Unmasked Estep 
Score: -13767598.000000 Penalty: 3790.158691
	Iteration 100F: 3 clusters Score -1.37676e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65347 members 
Mstep: Class 2 contains 50732 members 
Entering Unmasked Estep 
Score: -13767599.000000 Penalty: 3790.158691
	Iteration 101Q: 3 clusters Score -1.37676e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65276 members 
Mstep: Class 2 contains 50803 members 
Entering Unmasked Estep 
Score: -13767587.000000 Penalty: 3790.158691
	Iteration 102Q: 3 clusters Score -1.376759e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65192 members 
Mstep: Class 2 contains 50887 members 
Entering Unmasked Estep 
Score: -13767584.000000 Penalty: 3790.158691
	Iteration 103Q: 3 clusters Score -1.376758e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65120 members 
Mstep: Class 2 contains 50959 members 
Entering Unmasked Estep 
Score: -13767588.000000 Penalty: 3790.158691
	Iteration 104Q: 3 clusters Score -1.376759e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65047 members 
Mstep: Class 2 contains 51032 members 
Entering Unmasked Estep 
Score: -13767594.000000 Penalty: 3790.158691
	Iteration 105Q: 3 clusters Score -1.376759e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64991 members 
Mstep: Class 2 contains 51088 members 
Entering Unmasked Estep 
Score: -13767589.000000 Penalty: 3790.158691
	Iteration 106Q: 3 clusters Score -1.376759e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64962 members 
Mstep: Class 2 contains 51117 members 
Entering Unmasked Estep 
Score: -13767570.000000 Penalty: 3790.158691
	Iteration 107Q: 3 clusters Score -1.376757e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64925 members 
Mstep: Class 2 contains 51154 members 
Entering Unmasked Estep 
Score: -13767553.000000 Penalty: 3790.158691
	Iteration 108Q: 3 clusters Score -1.376755e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64894 members 
Mstep: Class 2 contains 51185 members 
Entering Unmasked Estep 
Score: -13767549.000000 Penalty: 3790.158691
	Iteration 109Q: 3 clusters Score -1.376755e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64868 members 
Mstep: Class 2 contains 51211 members 
Entering Unmasked Estep 
Score: -13767558.000000 Penalty: 3790.158691
	Iteration 110Q: 3 clusters Score -1.376756e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64848 members 
Mstep: Class 2 contains 51231 members 
Entering Unmasked Estep 
Score: -13767558.000000 Penalty: 3790.158691
	Iteration 111Q: 3 clusters Score -1.376756e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64820 members 
Mstep: Class 2 contains 51259 members 
Entering Unmasked Estep 
Score: -13767550.000000 Penalty: 3790.158691
	Iteration 112Q: 3 clusters Score -1.376755e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64794 members 
Mstep: Class 2 contains 51285 members 
Entering Unmasked Estep 
Score: -13767555.000000 Penalty: 3790.158691
	Iteration 113Q: 3 clusters Score -1.376756e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64758 members 
Mstep: Class 2 contains 51321 members 
Entering Unmasked Estep 
Score: -13767544.000000 Penalty: 3790.158691
	Iteration 114Q: 3 clusters Score -1.376754e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64740 members 
Mstep: Class 2 contains 51339 members 
Entering Unmasked Estep 
Score: -13767532.000000 Penalty: 3790.158691
	Iteration 115Q: 3 clusters Score -1.376753e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64718 members 
Mstep: Class 2 contains 51361 members 
Entering Unmasked Estep 
Score: -13767520.000000 Penalty: 3790.158691
	Iteration 116Q: 3 clusters Score -1.376752e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64710 members 
Mstep: Class 2 contains 51369 members 
Entering Unmasked Estep 
Score: -13767538.000000 Penalty: 3790.158691
	Iteration 117Q: 3 clusters Score -1.376754e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64695 members 
Mstep: Class 2 contains 51384 members 
Entering Unmasked Estep 
Score: -13767540.000000 Penalty: 3790.158691
	Iteration 118Q: 3 clusters Score -1.376754e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64675 members 
Mstep: Class 2 contains 51404 members 
Entering Unmasked Estep 
Score: -13767528.000000 Penalty: 3790.158691
	Iteration 119Q: 3 clusters Score -1.376753e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64669 members 
Mstep: Class 2 contains 51410 members 
Entering Unmasked Estep 
Score: -13767535.000000 Penalty: 3790.158691
	Iteration 120F: 3 clusters Score -1.376754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64665 members 
Mstep: Class 2 contains 51414 members 
Entering Unmasked Estep 
Score: -13767548.000000 Penalty: 3790.158691
	Iteration 121Q: 3 clusters Score -1.376755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64665 members 
Mstep: Class 2 contains 51414 members 
Entering Unmasked Estep 
Score: -13767532.000000 Penalty: 3790.158691
	Iteration 122Q: 3 clusters Score -1.376753e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64674 members 
Mstep: Class 2 contains 51405 members 
Entering Unmasked Estep 
Score: -13767528.000000 Penalty: 3790.158691
	Iteration 123Q: 3 clusters Score -1.376753e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64668 members 
Mstep: Class 2 contains 51411 members 
Entering Unmasked Estep 
Score: -13767522.000000 Penalty: 3790.158691
	Iteration 124Q: 3 clusters Score -1.376752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64669 members 
Mstep: Class 2 contains 51410 members 
Entering Unmasked Estep 
Score: -13767513.000000 Penalty: 3790.158691
	Iteration 125Q: 3 clusters Score -1.376751e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64656 members 
Mstep: Class 2 contains 51423 members 
Entering Unmasked Estep 
Score: -13767517.000000 Penalty: 3790.158691
	Iteration 126Q: 3 clusters Score -1.376752e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64671 members 
Mstep: Class 2 contains 51408 members 
Entering Unmasked Estep 
Score: -13767519.000000 Penalty: 3790.158691
	Iteration 127Q: 3 clusters Score -1.376752e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64667 members 
Mstep: Class 2 contains 51412 members 
Entering Unmasked Estep 
Score: -13767513.000000 Penalty: 3790.158691
	Iteration 128Q: 3 clusters Score -1.376751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64664 members 
Mstep: Class 2 contains 51415 members 
Entering Unmasked Estep 
Score: -13767514.000000 Penalty: 3790.158691
	Iteration 129Q: 3 clusters Score -1.376751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64663 members 
Mstep: Class 2 contains 51416 members 
Entering Unmasked Estep 
Score: -13767506.000000 Penalty: 3790.158691
	Iteration 130Q: 3 clusters Score -1.376751e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64663 members 
Mstep: Class 2 contains 51416 members 
Entering Unmasked Estep 
Score: -13767506.000000 Penalty: 3790.158691
	Iteration 131F: 3 clusters Score -1.376751e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 91604 members 
Mstep: Class 3 contains 3939 members 
Mstep: Class 4 contains 19053 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 89694 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192064 members 
Mstep: Class 11 contains 10364 members 
Mstep: Class 12 contains 29576 members 
Mstep: Class 13 contains 36779 members 
Mstep: Class 14 contains 10824 members 
Mstep: Class 15 contains 4375 members 
Mstep: Class 16 contains 117457 members 
Mstep: Class 17 contains 10325 members 
Mstep: Class 18 contains 8966 members 
Mstep: Class 19 contains 22779 members 
Mstep: Class 20 contains 1464 members 
Mstep: Class 21 contains 31674 members 
Mstep: Class 22 contains 30258 members 
Mstep: Class 23 contains 22304 members 
Mstep: Class 24 contains 13591 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12794 members 
Mstep: Class 29 contains 32639 members 
Mstep: Class 30 contains 3843 members 
Mstep: Class 31 contains 8779 members 
Mstep: Class 32 contains 7526 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 84919 members 
Mstep: Class 35 contains 90409 members 
Mstep: Class 36 contains 17134 members 
Mstep: Class 37 contains 10994 members 
Mstep: Class 38 contains 79662 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 820 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 24840 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 46674 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6848 members 
Mstep: Class 48 contains 112226 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 103721 members 
Mstep: Class 51 contains 38973 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 64663 members 
Mstep: Class 54 contains 43039 members 
Mstep: Class 55 contains 126197 members 
Mstep: Class 56 contains 51416 members 
Entering Unmasked Estep 
Score: -194683952.000000 Penalty: 130671.539062
Splitting cluster 53 changes total score from -194682016.000000 to -194683952.000000
So it's getting split into cluster 56.
Entering ConstructFrom: 
Trying to split cluster 54 (43039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43039 members 
Entering Unmasked Estep 
Score: -5112210.500000 Penalty: 1733.852539
	Iteration 0F: 2 clusters Score -5112210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -5083537.000000 Penalty: 3467.705078
	Iteration 0F: 3 clusters Score -5083537 nChanged 20160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -5094902.500000 Penalty: 3467.705078
	Iteration 1F: 3 clusters Score -5094902 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -5095286.000000 Penalty: 3467.705078
	Iteration 2Q: 3 clusters Score -5095286 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 20090 members 
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Mstep: Class 1 contains 23641 members 
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Mstep: Class 1 contains 24712 members 
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Mstep: Class 2 contains 16846 members 
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Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 14955 members 
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Mstep: Class 1 contains 32329 members 
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Mstep: Class 2 contains 5865 members 
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Mstep: Class 1 contains 37577 members 
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Mstep: Class 1 contains 40039 members 
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	Iteration 60F: 3 clusters Score -5110519 nChanged 47
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	Iteration 61Q: 3 clusters Score -5110536 nChanged 55
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Mstep: Class 1 contains 41001 members 
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	Iteration 66Q: 3 clusters Score -5110602 nChanged 52
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	Iteration 80F: 3 clusters Score -5110682 nChanged 17
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Mstep: Class 1 contains 41705 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -5110708.500000 Penalty: 3467.705078
	Iteration 96Q: 3 clusters Score -5110708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41715 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -5110713.000000 Penalty: 3467.705078
	Iteration 97Q: 3 clusters Score -5110713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41727 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -5110718.500000 Penalty: 3467.705078
	Iteration 98Q: 3 clusters Score -5110718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -5110722.500000 Penalty: 3467.705078
	Iteration 99Q: 3 clusters Score -5110722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41750 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -5110727.000000 Penalty: 3467.705078
	Iteration 100F: 3 clusters Score -5110727 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41758 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -5110726.000000 Penalty: 3467.705078
	Iteration 101Q: 3 clusters Score -5110726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41773 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -5110728.000000 Penalty: 3467.705078
	Iteration 102Q: 3 clusters Score -5110728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41788 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -5110724.000000 Penalty: 3467.705078
	Iteration 103Q: 3 clusters Score -5110724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41803 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -5110722.500000 Penalty: 3467.705078
	Iteration 104Q: 3 clusters Score -5110722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41811 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -5110724.000000 Penalty: 3467.705078
	Iteration 105Q: 3 clusters Score -5110724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41824 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -5110731.000000 Penalty: 3467.705078
	Iteration 106Q: 3 clusters Score -5110731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41833 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -5110737.500000 Penalty: 3467.705078
	Iteration 107Q: 3 clusters Score -5110738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41841 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -5110742.000000 Penalty: 3467.705078
	Iteration 108Q: 3 clusters Score -5110742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41849 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -5110740.500000 Penalty: 3467.705078
	Iteration 109Q: 3 clusters Score -5110740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41852 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -5110742.500000 Penalty: 3467.705078
	Iteration 110Q: 3 clusters Score -5110742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41854 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -5110748.500000 Penalty: 3467.705078
	Iteration 111Q: 3 clusters Score -5110748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41855 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -5110748.500000 Penalty: 3467.705078
	Iteration 112Q: 3 clusters Score -5110748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41856 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -5110753.000000 Penalty: 3467.705078
	Iteration 113Q: 3 clusters Score -5110753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41860 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -5110747.000000 Penalty: 3467.705078
	Iteration 114Q: 3 clusters Score -5110747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41866 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -5110748.000000 Penalty: 3467.705078
	Iteration 115Q: 3 clusters Score -5110748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -5110745.500000 Penalty: 3467.705078
	Iteration 116Q: 3 clusters Score -5110746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41884 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -5110744.500000 Penalty: 3467.705078
	Iteration 117Q: 3 clusters Score -5110744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41892 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -5110744.000000 Penalty: 3467.705078
	Iteration 118Q: 3 clusters Score -5110744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41902 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -5110752.500000 Penalty: 3467.705078
	Iteration 119Q: 3 clusters Score -5110752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41908 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -5110753.500000 Penalty: 3467.705078
	Iteration 120F: 3 clusters Score -5110754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41913 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -5110750.500000 Penalty: 3467.705078
	Iteration 121Q: 3 clusters Score -5110750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41924 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -5110754.500000 Penalty: 3467.705078
	Iteration 122Q: 3 clusters Score -5110754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41938 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -5110762.000000 Penalty: 3467.705078
	Iteration 123Q: 3 clusters Score -5110762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41951 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -5110757.000000 Penalty: 3467.705078
	Iteration 124Q: 3 clusters Score -5110757 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41970 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -5110755.500000 Penalty: 3467.705078
	Iteration 125Q: 3 clusters Score -5110756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41985 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -5110759.000000 Penalty: 3467.705078
	Iteration 126Q: 3 clusters Score -5110759 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42001 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -5110758.000000 Penalty: 3467.705078
	Iteration 127Q: 3 clusters Score -5110758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42013 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -5110761.500000 Penalty: 3467.705078
	Iteration 128Q: 3 clusters Score -5110762 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42027 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -5110769.000000 Penalty: 3467.705078
	Iteration 129Q: 3 clusters Score -5110769 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42039 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -5110772.500000 Penalty: 3467.705078
	Iteration 130Q: 3 clusters Score -5110772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42052 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -5110777.500000 Penalty: 3467.705078
	Iteration 131Q: 3 clusters Score -5110778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42064 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -5110776.000000 Penalty: 3467.705078
	Iteration 132Q: 3 clusters Score -5110776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -5110778.500000 Penalty: 3467.705078
	Iteration 133Q: 3 clusters Score -5110778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42087 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -5110787.500000 Penalty: 3467.705078
	Iteration 134Q: 3 clusters Score -5110788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42101 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -5110796.000000 Penalty: 3467.705078
	Iteration 135Q: 3 clusters Score -5110796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42108 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -5110802.000000 Penalty: 3467.705078
	Iteration 136Q: 3 clusters Score -5110802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42115 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -5110800.500000 Penalty: 3467.705078
	Iteration 137Q: 3 clusters Score -5110800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42121 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -5110807.500000 Penalty: 3467.705078
	Iteration 138Q: 3 clusters Score -5110808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42125 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -5110805.000000 Penalty: 3467.705078
	Iteration 139Q: 3 clusters Score -5110805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42130 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -5110804.000000 Penalty: 3467.705078
	Iteration 140F: 3 clusters Score -5110804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42135 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -5110813.000000 Penalty: 3467.705078
	Iteration 141Q: 3 clusters Score -5110813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42143 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -5110815.500000 Penalty: 3467.705078
	Iteration 142Q: 3 clusters Score -5110816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42153 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -5110814.500000 Penalty: 3467.705078
	Iteration 143Q: 3 clusters Score -5110814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42170 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -5110815.000000 Penalty: 3467.705078
	Iteration 144Q: 3 clusters Score -5110815 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42186 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -5110823.000000 Penalty: 3467.705078
	Iteration 145Q: 3 clusters Score -5110823 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42202 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -5110826.500000 Penalty: 3467.705078
	Iteration 146Q: 3 clusters Score -5110826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42206 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -5110826.500000 Penalty: 3467.705078
	Iteration 147Q: 3 clusters Score -5110826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42212 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -5110831.500000 Penalty: 3467.705078
	Iteration 148Q: 3 clusters Score -5110832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42217 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -5110831.500000 Penalty: 3467.705078
	Iteration 149Q: 3 clusters Score -5110832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42225 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -5110836.000000 Penalty: 3467.705078
	Iteration 150Q: 3 clusters Score -5110836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42228 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -5110835.500000 Penalty: 3467.705078
	Iteration 151Q: 3 clusters Score -5110836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -5110834.500000 Penalty: 3467.705078
	Iteration 152Q: 3 clusters Score -5110834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42235 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -5110840.000000 Penalty: 3467.705078
	Iteration 153Q: 3 clusters Score -5110840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42236 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5110838.000000 Penalty: 3467.705078
	Iteration 154Q: 3 clusters Score -5110838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42238 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -5110843.000000 Penalty: 3467.705078
	Iteration 155Q: 3 clusters Score -5110843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42240 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -5110844.500000 Penalty: 3467.705078
	Iteration 156Q: 3 clusters Score -5110844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42245 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -5110839.500000 Penalty: 3467.705078
	Iteration 157Q: 3 clusters Score -5110840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42245 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -5110839.500000 Penalty: 3467.705078
	Iteration 158F: 3 clusters Score -5110840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (126197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126197 members 
Entering Unmasked Estep 
Score: -14928805.000000 Penalty: 1908.659912
	Iteration 0F: 2 clusters Score -1.49288e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62850 members 
Mstep: Class 2 contains 63347 members 
Entering Unmasked Estep 
Score: -14854846.000000 Penalty: 3817.319824
	Iteration 0F: 3 clusters Score -1.485485e+07 nChanged 60619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58987 members 
Mstep: Class 2 contains 67210 members 
Entering Unmasked Estep 
Score: -14889895.000000 Penalty: 3817.319824
	Iteration 1F: 3 clusters Score -1.48899e+07 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56646 members 
Mstep: Class 2 contains 69551 members 
Entering Unmasked Estep 
Score: -14890959.000000 Penalty: 3817.319824
	Iteration 2Q: 3 clusters Score -1.489096e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53025 members 
Mstep: Class 2 contains 73172 members 
Entering Unmasked Estep 
Score: -14892541.000000 Penalty: 3817.319824
	Iteration 3Q: 3 clusters Score -1.489254e+07 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47722 members 
Mstep: Class 2 contains 78475 members 
Entering Unmasked Estep 
Score: -14895255.000000 Penalty: 3817.319824
	Iteration 4Q: 3 clusters Score -1.489526e+07 nChanged 7610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 85789 members 
Entering Unmasked Estep 
Score: -14900300.000000 Penalty: 3817.319824
	Iteration 5F: 3 clusters Score -1.49003e+07 nChanged 9270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 94873 members 
Entering Unmasked Estep 
Score: -14907259.000000 Penalty: 3817.319824
	Iteration 6F: 3 clusters Score -1.490726e+07 nChanged 9299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 103970 members 
Entering Unmasked Estep 
Score: -14914092.000000 Penalty: 3817.319824
	Iteration 7F: 3 clusters Score -1.491409e+07 nChanged 7210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 110898 members 
Entering Unmasked Estep 
Score: -14919019.000000 Penalty: 3817.319824
	Iteration 8F: 3 clusters Score -1.491902e+07 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 115019 members 
Entering Unmasked Estep 
Score: -14922353.000000 Penalty: 3817.319824
	Iteration 9Q: 3 clusters Score -1.492235e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 117477 members 
Entering Unmasked Estep 
Score: -14924417.000000 Penalty: 3817.319824
	Iteration 10Q: 3 clusters Score -1.492442e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 119053 members 
Entering Unmasked Estep 
Score: -14925398.000000 Penalty: 3817.319824
	Iteration 11Q: 3 clusters Score -1.49254e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 120094 members 
Entering Unmasked Estep 
Score: -14926025.000000 Penalty: 3817.319824
	Iteration 12Q: 3 clusters Score -1.492602e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 120878 members 
Entering Unmasked Estep 
Score: -14926519.000000 Penalty: 3817.319824
	Iteration 13Q: 3 clusters Score -1.492652e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 121450 members 
Entering Unmasked Estep 
Score: -14926758.000000 Penalty: 3817.319824
	Iteration 14Q: 3 clusters Score -1.492676e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 121905 members 
Entering Unmasked Estep 
Score: -14926934.000000 Penalty: 3817.319824
	Iteration 15Q: 3 clusters Score -1.492693e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 122270 members 
Entering Unmasked Estep 
Score: -14927024.000000 Penalty: 3817.319824
	Iteration 16Q: 3 clusters Score -1.492702e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 122559 members 
Entering Unmasked Estep 
Score: -14927116.000000 Penalty: 3817.319824
	Iteration 17Q: 3 clusters Score -1.492712e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 122781 members 
Entering Unmasked Estep 
Score: -14927138.000000 Penalty: 3817.319824
	Iteration 18Q: 3 clusters Score -1.492714e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 122962 members 
Entering Unmasked Estep 
Score: -14927204.000000 Penalty: 3817.319824
	Iteration 19Q: 3 clusters Score -1.49272e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 123124 members 
Entering Unmasked Estep 
Score: -14927232.000000 Penalty: 3817.319824
	Iteration 20F: 3 clusters Score -1.492723e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 123266 members 
Entering Unmasked Estep 
Score: -14927274.000000 Penalty: 3817.319824
	Iteration 21Q: 3 clusters Score -1.492727e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 123372 members 
Entering Unmasked Estep 
Score: -14927304.000000 Penalty: 3817.319824
	Iteration 22Q: 3 clusters Score -1.49273e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 123457 members 
Entering Unmasked Estep 
Score: -14927357.000000 Penalty: 3817.319824
	Iteration 23Q: 3 clusters Score -1.492736e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 123550 members 
Entering Unmasked Estep 
Score: -14927374.000000 Penalty: 3817.319824
	Iteration 24Q: 3 clusters Score -1.492737e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 123618 members 
Entering Unmasked Estep 
Score: -14927392.000000 Penalty: 3817.319824
	Iteration 25Q: 3 clusters Score -1.492739e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 123690 members 
Entering Unmasked Estep 
Score: -14927418.000000 Penalty: 3817.319824
	Iteration 26Q: 3 clusters Score -1.492742e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 123762 members 
Entering Unmasked Estep 
Score: -14927437.000000 Penalty: 3817.319824
	Iteration 27Q: 3 clusters Score -1.492744e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 123817 members 
Entering Unmasked Estep 
Score: -14927463.000000 Penalty: 3817.319824
	Iteration 28Q: 3 clusters Score -1.492746e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 123859 members 
Entering Unmasked Estep 
Score: -14927466.000000 Penalty: 3817.319824
	Iteration 29Q: 3 clusters Score -1.492747e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 123886 members 
Entering Unmasked Estep 
Score: -14927471.000000 Penalty: 3817.319824
	Iteration 30Q: 3 clusters Score -1.492747e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 123905 members 
Entering Unmasked Estep 
Score: -14927472.000000 Penalty: 3817.319824
	Iteration 31Q: 3 clusters Score -1.492747e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 123912 members 
Entering Unmasked Estep 
Score: -14927477.000000 Penalty: 3817.319824
	Iteration 32Q: 3 clusters Score -1.492748e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 123930 members 
Entering Unmasked Estep 
Score: -14927472.000000 Penalty: 3817.319824
	Iteration 33Q: 3 clusters Score -1.492747e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 123949 members 
Entering Unmasked Estep 
Score: -14927478.000000 Penalty: 3817.319824
	Iteration 34Q: 3 clusters Score -1.492748e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 123979 members 
Entering Unmasked Estep 
Score: -14927476.000000 Penalty: 3817.319824
	Iteration 35Q: 3 clusters Score -1.492748e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 123992 members 
Entering Unmasked Estep 
Score: -14927468.000000 Penalty: 3817.319824
	Iteration 36Q: 3 clusters Score -1.492747e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 124012 members 
Entering Unmasked Estep 
Score: -14927494.000000 Penalty: 3817.319824
	Iteration 37Q: 3 clusters Score -1.492749e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 124029 members 
Entering Unmasked Estep 
Score: -14927513.000000 Penalty: 3817.319824
	Iteration 38Q: 3 clusters Score -1.492751e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 124050 members 
Entering Unmasked Estep 
Score: -14927500.000000 Penalty: 3817.319824
	Iteration 39Q: 3 clusters Score -1.49275e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 124067 members 
Entering Unmasked Estep 
Score: -14927500.000000 Penalty: 3817.319824
	Iteration 40F: 3 clusters Score -1.49275e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 124093 members 
Entering Unmasked Estep 
Score: -14927489.000000 Penalty: 3817.319824
	Iteration 41Q: 3 clusters Score -1.492749e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 124103 members 
Entering Unmasked Estep 
Score: -14927487.000000 Penalty: 3817.319824
	Iteration 42Q: 3 clusters Score -1.492749e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 124111 members 
Entering Unmasked Estep 
Score: -14927489.000000 Penalty: 3817.319824
	Iteration 43Q: 3 clusters Score -1.492749e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 124124 members 
Entering Unmasked Estep 
Score: -14927480.000000 Penalty: 3817.319824
	Iteration 44Q: 3 clusters Score -1.492748e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 124135 members 
Entering Unmasked Estep 
Score: -14927492.000000 Penalty: 3817.319824
	Iteration 45Q: 3 clusters Score -1.492749e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 124147 members 
Entering Unmasked Estep 
Score: -14927517.000000 Penalty: 3817.319824
	Iteration 46Q: 3 clusters Score -1.492752e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 124156 members 
Entering Unmasked Estep 
Score: -14927520.000000 Penalty: 3817.319824
	Iteration 47Q: 3 clusters Score -1.492752e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 124163 members 
Entering Unmasked Estep 
Score: -14927508.000000 Penalty: 3817.319824
	Iteration 48Q: 3 clusters Score -1.492751e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 124168 members 
Entering Unmasked Estep 
Score: -14927508.000000 Penalty: 3817.319824
	Iteration 49Q: 3 clusters Score -1.492751e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 124171 members 
Entering Unmasked Estep 
Score: -14927515.000000 Penalty: 3817.319824
	Iteration 50Q: 3 clusters Score -1.492752e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 124176 members 
Entering Unmasked Estep 
Score: -14927522.000000 Penalty: 3817.319824
	Iteration 51Q: 3 clusters Score -1.492752e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 124184 members 
Entering Unmasked Estep 
Score: -14927538.000000 Penalty: 3817.319824
	Iteration 52Q: 3 clusters Score -1.492754e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 124189 members 
Entering Unmasked Estep 
Score: -14927523.000000 Penalty: 3817.319824
	Iteration 53Q: 3 clusters Score -1.492752e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 124189 members 
Entering Unmasked Estep 
Score: -14927527.000000 Penalty: 3817.319824
	Iteration 54Q: 3 clusters Score -1.492753e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 124190 members 
Entering Unmasked Estep 
Score: -14927515.000000 Penalty: 3817.319824
	Iteration 55Q: 3 clusters Score -1.492752e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 124192 members 
Entering Unmasked Estep 
Score: -14927526.000000 Penalty: 3817.319824
	Iteration 56Q: 3 clusters Score -1.492753e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 124197 members 
Entering Unmasked Estep 
Score: -14927509.000000 Penalty: 3817.319824
	Iteration 57Q: 3 clusters Score -1.492751e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 124198 members 
Entering Unmasked Estep 
Score: -14927512.000000 Penalty: 3817.319824
	Iteration 58Q: 3 clusters Score -1.492751e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 124201 members 
Entering Unmasked Estep 
Score: -14927515.000000 Penalty: 3817.319824
	Iteration 59Q: 3 clusters Score -1.492752e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 124204 members 
Entering Unmasked Estep 
Score: -14927524.000000 Penalty: 3817.319824
	Iteration 60F: 3 clusters Score -1.492752e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 124208 members 
Entering Unmasked Estep 
Score: -14927512.000000 Penalty: 3817.319824
	Iteration 61Q: 3 clusters Score -1.492751e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 124213 members 
Entering Unmasked Estep 
Score: -14927526.000000 Penalty: 3817.319824
	Iteration 62Q: 3 clusters Score -1.492753e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 124219 members 
Entering Unmasked Estep 
Score: -14927527.000000 Penalty: 3817.319824
	Iteration 63Q: 3 clusters Score -1.492753e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 124228 members 
Entering Unmasked Estep 
Score: -14927535.000000 Penalty: 3817.319824
	Iteration 64Q: 3 clusters Score -1.492754e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 124238 members 
Entering Unmasked Estep 
Score: -14927548.000000 Penalty: 3817.319824
	Iteration 65Q: 3 clusters Score -1.492755e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 124251 members 
Entering Unmasked Estep 
Score: -14927535.000000 Penalty: 3817.319824
	Iteration 66Q: 3 clusters Score -1.492754e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 124262 members 
Entering Unmasked Estep 
Score: -14927536.000000 Penalty: 3817.319824
	Iteration 67Q: 3 clusters Score -1.492754e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 124269 members 
Entering Unmasked Estep 
Score: -14927534.000000 Penalty: 3817.319824
	Iteration 68Q: 3 clusters Score -1.492753e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 124275 members 
Entering Unmasked Estep 
Score: -14927531.000000 Penalty: 3817.319824
	Iteration 69Q: 3 clusters Score -1.492753e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 124279 members 
Entering Unmasked Estep 
Score: -14927525.000000 Penalty: 3817.319824
	Iteration 70Q: 3 clusters Score -1.492752e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 124284 members 
Entering Unmasked Estep 
Score: -14927533.000000 Penalty: 3817.319824
	Iteration 71Q: 3 clusters Score -1.492753e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 124287 members 
Entering Unmasked Estep 
Score: -14927550.000000 Penalty: 3817.319824
	Iteration 72Q: 3 clusters Score -1.492755e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 124289 members 
Entering Unmasked Estep 
Score: -14927553.000000 Penalty: 3817.319824
	Iteration 73Q: 3 clusters Score -1.492755e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 124291 members 
Entering Unmasked Estep 
Score: -14927560.000000 Penalty: 3817.319824
	Iteration 74Q: 3 clusters Score -1.492756e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 124286 members 
Entering Unmasked Estep 
Score: -14927542.000000 Penalty: 3817.319824
	Iteration 75Q: 3 clusters Score -1.492754e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 124289 members 
Entering Unmasked Estep 
Score: -14927564.000000 Penalty: 3817.319824
	Iteration 76Q: 3 clusters Score -1.492756e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 124287 members 
Entering Unmasked Estep 
Score: -14927559.000000 Penalty: 3817.319824
	Iteration 77Q: 3 clusters Score -1.492756e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 124290 members 
Entering Unmasked Estep 
Score: -14927563.000000 Penalty: 3817.319824
	Iteration 78Q: 3 clusters Score -1.492756e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 124294 members 
Entering Unmasked Estep 
Score: -14927559.000000 Penalty: 3817.319824
	Iteration 79Q: 3 clusters Score -1.492756e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 124295 members 
Entering Unmasked Estep 
Score: -14927562.000000 Penalty: 3817.319824
	Iteration 80F: 3 clusters Score -1.492756e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 124298 members 
Entering Unmasked Estep 
Score: -14927571.000000 Penalty: 3817.319824
	Iteration 81Q: 3 clusters Score -1.492757e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 124306 members 
Entering Unmasked Estep 
Score: -14927571.000000 Penalty: 3817.319824
	Iteration 82Q: 3 clusters Score -1.492757e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 124310 members 
Entering Unmasked Estep 
Score: -14927575.000000 Penalty: 3817.319824
	Iteration 83Q: 3 clusters Score -1.492758e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 124315 members 
Entering Unmasked Estep 
Score: -14927573.000000 Penalty: 3817.319824
	Iteration 84Q: 3 clusters Score -1.492757e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 124318 members 
Entering Unmasked Estep 
Score: -14927554.000000 Penalty: 3817.319824
	Iteration 85Q: 3 clusters Score -1.492755e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 124321 members 
Entering Unmasked Estep 
Score: -14927555.000000 Penalty: 3817.319824
	Iteration 86Q: 3 clusters Score -1.492756e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 124323 members 
Entering Unmasked Estep 
Score: -14927543.000000 Penalty: 3817.319824
	Iteration 87Q: 3 clusters Score -1.492754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 124327 members 
Entering Unmasked Estep 
Score: -14927552.000000 Penalty: 3817.319824
	Iteration 88Q: 3 clusters Score -1.492755e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 124329 members 
Entering Unmasked Estep 
Score: -14927563.000000 Penalty: 3817.319824
	Iteration 89Q: 3 clusters Score -1.492756e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 124335 members 
Entering Unmasked Estep 
Score: -14927576.000000 Penalty: 3817.319824
	Iteration 90Q: 3 clusters Score -1.492758e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 124338 members 
Entering Unmasked Estep 
Score: -14927575.000000 Penalty: 3817.319824
	Iteration 91Q: 3 clusters Score -1.492758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 124342 members 
Entering Unmasked Estep 
Score: -14927571.000000 Penalty: 3817.319824
	Iteration 92Q: 3 clusters Score -1.492757e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 124344 members 
Entering Unmasked Estep 
Score: -14927569.000000 Penalty: 3817.319824
	Iteration 93Q: 3 clusters Score -1.492757e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 124346 members 
Entering Unmasked Estep 
Score: -14927571.000000 Penalty: 3817.319824
	Iteration 94Q: 3 clusters Score -1.492757e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 124346 members 
Entering Unmasked Estep 
Score: -14927578.000000 Penalty: 3817.319824
	Iteration 95Q: 3 clusters Score -1.492758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 124345 members 
Entering Unmasked Estep 
Score: -14927577.000000 Penalty: 3817.319824
	Iteration 96Q: 3 clusters Score -1.492758e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 124345 members 
Entering Unmasked Estep 
Score: -14927577.000000 Penalty: 3817.319824
	Iteration 97F: 3 clusters Score -1.492758e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 91604 members 
Mstep: Class 3 contains 3939 members 
Mstep: Class 4 contains 19053 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 89694 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192064 members 
Mstep: Class 11 contains 10364 members 
Mstep: Class 12 contains 29576 members 
Mstep: Class 13 contains 36779 members 
Mstep: Class 14 contains 10824 members 
Mstep: Class 15 contains 4375 members 
Mstep: Class 16 contains 117457 members 
Mstep: Class 17 contains 10325 members 
Mstep: Class 18 contains 8966 members 
Mstep: Class 19 contains 22779 members 
Mstep: Class 20 contains 1464 members 
Mstep: Class 21 contains 31674 members 
Mstep: Class 22 contains 30258 members 
Mstep: Class 23 contains 22304 members 
Mstep: Class 24 contains 13591 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12794 members 
Mstep: Class 29 contains 32639 members 
Mstep: Class 30 contains 3843 members 
Mstep: Class 31 contains 8779 members 
Mstep: Class 32 contains 7526 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 84919 members 
Mstep: Class 35 contains 90409 members 
Mstep: Class 36 contains 17134 members 
Mstep: Class 37 contains 10994 members 
Mstep: Class 38 contains 79662 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 820 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 24840 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 46674 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6848 members 
Mstep: Class 48 contains 112226 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 103721 members 
Mstep: Class 51 contains 38973 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 64663 members 
Mstep: Class 54 contains 43039 members 
Mstep: Class 55 contains 126197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194685552.000000 Penalty: 130671.539062
Iteration 359Q: 57 clusters Score -1.946856e+08 nChanged 10552
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 91108 members 
Mstep: Class 3 contains 3928 members 
Mstep: Class 4 contains 19054 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 89722 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192058 members 
Mstep: Class 11 contains 10372 members 
Mstep: Class 12 contains 29576 members 
Mstep: Class 13 contains 36832 members 
Mstep: Class 14 contains 10822 members 
Mstep: Class 15 contains 4375 members 
Mstep: Class 16 contains 119134 members 
Mstep: Class 17 contains 10338 members 
Mstep: Class 18 contains 8964 members 
Mstep: Class 19 contains 22784 members 
Mstep: Class 20 contains 1465 members 
Mstep: Class 21 contains 31673 members 
Mstep: Class 22 contains 30077 members 
Mstep: Class 23 contains 21922 members 
Mstep: Class 24 contains 13588 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12794 members 
Mstep: Class 29 contains 32614 members 
Mstep: Class 30 contains 3843 members 
Mstep: Class 31 contains 8775 members 
Mstep: Class 32 contains 7526 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 84807 members 
Mstep: Class 35 contains 90460 members 
Mstep: Class 36 contains 16828 members 
Mstep: Class 37 contains 10980 members 
Mstep: Class 38 contains 79665 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 820 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 24651 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 46601 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6831 members 
Mstep: Class 48 contains 112090 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 103604 members 
Mstep: Class 51 contains 38579 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 66843 members 
Mstep: Class 54 contains 42698 members 
Mstep: Class 55 contains 125960 members 
Mstep: Class 56 contains 50445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194685216.000000 Penalty: 130671.539062
Iteration 360F: 57 clusters Score -1.946852e+08 nChanged 10675
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 91071 members 
Mstep: Class 3 contains 3914 members 
Mstep: Class 4 contains 19044 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 89551 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192065 members 
Mstep: Class 11 contains 10371 members 
Mstep: Class 12 contains 29578 members 
Mstep: Class 13 contains 36830 members 
Mstep: Class 14 contains 10815 members 
Mstep: Class 15 contains 4375 members 
Mstep: Class 16 contains 119996 members 
Mstep: Class 17 contains 10332 members 
Mstep: Class 18 contains 8952 members 
Mstep: Class 19 contains 22790 members 
Mstep: Class 20 contains 1465 members 
Mstep: Class 21 contains 31672 members 
Mstep: Class 22 contains 29904 members 
Mstep: Class 23 contains 21528 members 
Mstep: Class 24 contains 13587 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12794 members 
Mstep: Class 29 contains 32545 members 
Mstep: Class 30 contains 3842 members 
Mstep: Class 31 contains 8763 members 
Mstep: Class 32 contains 7526 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 84536 members 
Mstep: Class 35 contains 90484 members 
Mstep: Class 36 contains 16504 members 
Mstep: Class 37 contains 10919 members 
Mstep: Class 38 contains 79661 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 820 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 24364 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 46558 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6814 members 
Mstep: Class 48 contains 111770 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 103267 members 
Mstep: Class 51 contains 37926 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 68374 members 
Mstep: Class 54 contains 42168 members 
Mstep: Class 55 contains 125562 members 
Mstep: Class 56 contains 52169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194685728.000000 Penalty: 130671.539062
Iteration 361Q: 57 clusters Score -1.946857e+08 nChanged 9791
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 91307 members 
Mstep: Class 3 contains 3906 members 
Mstep: Class 4 contains 19042 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 89449 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192062 members 
Mstep: Class 11 contains 10366 members 
Mstep: Class 12 contains 29579 members 
Mstep: Class 13 contains 36830 members 
Mstep: Class 14 contains 10811 members 
Mstep: Class 15 contains 4375 members 
Mstep: Class 16 contains 121178 members 
Mstep: Class 17 contains 10323 members 
Mstep: Class 18 contains 8931 members 
Mstep: Class 19 contains 22794 members 
Mstep: Class 20 contains 1465 members 
Mstep: Class 21 contains 31668 members 
Mstep: Class 22 contains 29744 members 
Mstep: Class 23 contains 21117 members 
Mstep: Class 24 contains 13583 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12794 members 
Mstep: Class 29 contains 32486 members 
Mstep: Class 30 contains 3842 members 
Mstep: Class 31 contains 8762 members 
Mstep: Class 32 contains 7527 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 84364 members 
Mstep: Class 35 contains 90446 members 
Mstep: Class 36 contains 16168 members 
Mstep: Class 37 contains 10861 members 
Mstep: Class 38 contains 79660 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 820 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 24092 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 46527 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6786 members 
Mstep: Class 48 contains 111165 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 102982 members 
Mstep: Class 51 contains 37389 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 69875 members 
Mstep: Class 54 contains 41586 members 
Mstep: Class 55 contains 125214 members 
Mstep: Class 56 contains 53330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194686288.000000 Penalty: 130671.539062
Iteration 362Q: 57 clusters Score -1.946863e+08 nChanged 9268
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 91688 members 
Mstep: Class 3 contains 3899 members 
Mstep: Class 4 contains 19044 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 89372 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192057 members 
Mstep: Class 11 contains 10354 members 
Mstep: Class 12 contains 29582 members 
Mstep: Class 13 contains 36835 members 
Mstep: Class 14 contains 10805 members 
Mstep: Class 15 contains 4375 members 
Mstep: Class 16 contains 122110 members 
Mstep: Class 17 contains 10312 members 
Mstep: Class 18 contains 8915 members 
Mstep: Class 19 contains 22792 members 
Mstep: Class 20 contains 1465 members 
Mstep: Class 21 contains 31669 members 
Mstep: Class 22 contains 29612 members 
Mstep: Class 23 contains 20687 members 
Mstep: Class 24 contains 13588 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12794 members 
Mstep: Class 29 contains 32422 members 
Mstep: Class 30 contains 3842 members 
Mstep: Class 31 contains 8772 members 
Mstep: Class 32 contains 7528 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 84216 members 
Mstep: Class 35 contains 90311 members 
Mstep: Class 36 contains 15760 members 
Mstep: Class 37 contains 10809 members 
Mstep: Class 38 contains 79660 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 820 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 23829 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 46506 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6770 members 
Mstep: Class 48 contains 110451 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 102809 members 
Mstep: Class 51 contains 36942 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 71239 members 
Mstep: Class 54 contains 41140 members 
Mstep: Class 55 contains 124761 members 
Mstep: Class 56 contains 54664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194686880.000000 Penalty: 130671.539062
Iteration 363Q: 57 clusters Score -1.946869e+08 nChanged 9274
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 92228 members 
Mstep: Class 3 contains 3882 members 
Mstep: Class 4 contains 19037 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 89319 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192039 members 
Mstep: Class 11 contains 10353 members 
Mstep: Class 12 contains 29581 members 
Mstep: Class 13 contains 36853 members 
Mstep: Class 14 contains 10795 members 
Mstep: Class 15 contains 4375 members 
Mstep: Class 16 contains 123016 members 
Mstep: Class 17 contains 10317 members 
Mstep: Class 18 contains 8911 members 
Mstep: Class 19 contains 22793 members 
Mstep: Class 20 contains 1466 members 
Mstep: Class 21 contains 31673 members 
Mstep: Class 22 contains 29450 members 
Mstep: Class 23 contains 20270 members 
Mstep: Class 24 contains 13588 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12792 members 
Mstep: Class 29 contains 32350 members 
Mstep: Class 30 contains 3842 members 
Mstep: Class 31 contains 8790 members 
Mstep: Class 32 contains 7529 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 84134 members 
Mstep: Class 35 contains 90085 members 
Mstep: Class 36 contains 15372 members 
Mstep: Class 37 contains 10766 members 
Mstep: Class 38 contains 79662 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 820 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 23543 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 46489 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6743 members 
Mstep: Class 48 contains 109481 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 102650 members 
Mstep: Class 51 contains 36536 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 72366 members 
Mstep: Class 54 contains 40820 members 
Mstep: Class 55 contains 124219 members 
Mstep: Class 56 contains 56271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194687200.000000 Penalty: 130671.539062
Iteration 364Q: 57 clusters Score -1.946872e+08 nChanged 9684
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 92776 members 
Mstep: Class 3 contains 3874 members 
Mstep: Class 4 contains 19035 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 89280 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192032 members 
Mstep: Class 11 contains 10345 members 
Mstep: Class 12 contains 29583 members 
Mstep: Class 13 contains 36856 members 
Mstep: Class 14 contains 10777 members 
Mstep: Class 15 contains 4375 members 
Mstep: Class 16 contains 123915 members 
Mstep: Class 17 contains 10315 members 
Mstep: Class 18 contains 8909 members 
Mstep: Class 19 contains 22795 members 
Mstep: Class 20 contains 1466 members 
Mstep: Class 21 contains 31677 members 
Mstep: Class 22 contains 29266 members 
Mstep: Class 23 contains 19863 members 
Mstep: Class 24 contains 13592 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12791 members 
Mstep: Class 29 contains 32274 members 
Mstep: Class 30 contains 3842 members 
Mstep: Class 31 contains 8803 members 
Mstep: Class 32 contains 7529 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 84083 members 
Mstep: Class 35 contains 89780 members 
Mstep: Class 36 contains 14988 members 
Mstep: Class 37 contains 10714 members 
Mstep: Class 38 contains 79667 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 820 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 23255 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 46481 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6717 members 
Mstep: Class 48 contains 108324 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 102475 members 
Mstep: Class 51 contains 36199 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 73601 members 
Mstep: Class 54 contains 40578 members 
Mstep: Class 55 contains 123677 members 
Mstep: Class 56 contains 57877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194689104.000000 Penalty: 130671.539062
Iteration 365Q: 57 clusters Score -1.946891e+08 nChanged 10004
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 93384 members 
Mstep: Class 3 contains 3860 members 
Mstep: Class 4 contains 19024 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 89239 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192026 members 
Mstep: Class 11 contains 10333 members 
Mstep: Class 12 contains 29585 members 
Mstep: Class 13 contains 36863 members 
Mstep: Class 14 contains 10766 members 
Mstep: Class 15 contains 4375 members 
Mstep: Class 16 contains 125073 members 
Mstep: Class 17 contains 10312 members 
Mstep: Class 18 contains 8912 members 
Mstep: Class 19 contains 22795 members 
Mstep: Class 20 contains 1466 members 
Mstep: Class 21 contains 31680 members 
Mstep: Class 22 contains 29101 members 
Mstep: Class 23 contains 19450 members 
Mstep: Class 24 contains 13591 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12791 members 
Mstep: Class 29 contains 32199 members 
Mstep: Class 30 contains 3842 members 
Mstep: Class 31 contains 8818 members 
Mstep: Class 32 contains 7529 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 83962 members 
Mstep: Class 35 contains 89359 members 
Mstep: Class 36 contains 14621 members 
Mstep: Class 37 contains 10644 members 
Mstep: Class 38 contains 79672 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 820 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 22977 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 46487 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6692 members 
Mstep: Class 48 contains 106992 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 102283 members 
Mstep: Class 51 contains 35885 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 74789 members 
Mstep: Class 54 contains 40358 members 
Mstep: Class 55 contains 123088 members 
Mstep: Class 56 contains 59563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194689200.000000 Penalty: 130671.539062
Iteration 366Q: 57 clusters Score -1.946892e+08 nChanged 10364
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 93913 members 
Mstep: Class 3 contains 3847 members 
Mstep: Class 4 contains 19019 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 89245 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192033 members 
Mstep: Class 11 contains 10312 members 
Mstep: Class 12 contains 29586 members 
Mstep: Class 13 contains 36889 members 
Mstep: Class 14 contains 10756 members 
Mstep: Class 15 contains 4375 members 
Mstep: Class 16 contains 126341 members 
Mstep: Class 17 contains 10309 members 
Mstep: Class 18 contains 8914 members 
Mstep: Class 19 contains 22795 members 
Mstep: Class 20 contains 1466 members 
Mstep: Class 21 contains 31683 members 
Mstep: Class 22 contains 28940 members 
Mstep: Class 23 contains 19003 members 
Mstep: Class 24 contains 13589 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12791 members 
Mstep: Class 29 contains 32118 members 
Mstep: Class 30 contains 3843 members 
Mstep: Class 31 contains 8825 members 
Mstep: Class 32 contains 7529 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 83844 members 
Mstep: Class 35 contains 88891 members 
Mstep: Class 36 contains 14281 members 
Mstep: Class 37 contains 10586 members 
Mstep: Class 38 contains 79681 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 820 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 22730 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 46528 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6683 members 
Mstep: Class 48 contains 105596 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 102146 members 
Mstep: Class 51 contains 35523 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 75905 members 
Mstep: Class 54 contains 40108 members 
Mstep: Class 55 contains 122281 members 
Mstep: Class 56 contains 61482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194690288.000000 Penalty: 130671.539062
Iteration 367Q: 57 clusters Score -1.946903e+08 nChanged 10919
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 94422 members 
Mstep: Class 3 contains 3836 members 
Mstep: Class 4 contains 19009 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 89241 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192031 members 
Mstep: Class 11 contains 10288 members 
Mstep: Class 12 contains 29581 members 
Mstep: Class 13 contains 36908 members 
Mstep: Class 14 contains 10734 members 
Mstep: Class 15 contains 4375 members 
Mstep: Class 16 contains 127890 members 
Mstep: Class 17 contains 10308 members 
Mstep: Class 18 contains 8915 members 
Mstep: Class 19 contains 22802 members 
Mstep: Class 20 contains 1464 members 
Mstep: Class 21 contains 31678 members 
Mstep: Class 22 contains 28792 members 
Mstep: Class 23 contains 18546 members 
Mstep: Class 24 contains 13601 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12791 members 
Mstep: Class 29 contains 32043 members 
Mstep: Class 30 contains 3843 members 
Mstep: Class 31 contains 8831 members 
Mstep: Class 32 contains 7528 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 83778 members 
Mstep: Class 35 contains 88335 members 
Mstep: Class 36 contains 13887 members 
Mstep: Class 37 contains 10521 members 
Mstep: Class 38 contains 79685 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 820 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 22479 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 46617 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6655 members 
Mstep: Class 48 contains 104052 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 102057 members 
Mstep: Class 51 contains 35222 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 77031 members 
Mstep: Class 54 contains 39885 members 
Mstep: Class 55 contains 121337 members 
Mstep: Class 56 contains 63388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194690720.000000 Penalty: 130671.539062
Iteration 368Q: 57 clusters Score -1.946907e+08 nChanged 11117
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 94883 members 
Mstep: Class 3 contains 3829 members 
Mstep: Class 4 contains 18997 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 89240 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192035 members 
Mstep: Class 11 contains 10269 members 
Mstep: Class 12 contains 29575 members 
Mstep: Class 13 contains 36909 members 
Mstep: Class 14 contains 10715 members 
Mstep: Class 15 contains 4375 members 
Mstep: Class 16 contains 129379 members 
Mstep: Class 17 contains 10295 members 
Mstep: Class 18 contains 8915 members 
Mstep: Class 19 contains 22809 members 
Mstep: Class 20 contains 1464 members 
Mstep: Class 21 contains 31674 members 
Mstep: Class 22 contains 28659 members 
Mstep: Class 23 contains 18057 members 
Mstep: Class 24 contains 13611 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12791 members 
Mstep: Class 29 contains 31948 members 
Mstep: Class 30 contains 3843 members 
Mstep: Class 31 contains 8834 members 
Mstep: Class 32 contains 7528 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 83663 members 
Mstep: Class 35 contains 87720 members 
Mstep: Class 36 contains 13561 members 
Mstep: Class 37 contains 10440 members 
Mstep: Class 38 contains 79691 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 820 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 22230 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 46722 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6639 members 
Mstep: Class 48 contains 102540 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 101878 members 
Mstep: Class 51 contains 34973 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 78178 members 
Mstep: Class 54 contains 39685 members 
Mstep: Class 55 contains 120315 members 
Mstep: Class 56 contains 65517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194691792.000000 Penalty: 130671.539062
Iteration 369Q: 57 clusters Score -1.946918e+08 nChanged 10423
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 95478 members 
Mstep: Class 3 contains 3815 members 
Mstep: Class 4 contains 18986 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 89208 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192031 members 
Mstep: Class 11 contains 10262 members 
Mstep: Class 12 contains 29572 members 
Mstep: Class 13 contains 36905 members 
Mstep: Class 14 contains 10696 members 
Mstep: Class 15 contains 4376 members 
Mstep: Class 16 contains 130141 members 
Mstep: Class 17 contains 10286 members 
Mstep: Class 18 contains 8918 members 
Mstep: Class 19 contains 22817 members 
Mstep: Class 20 contains 1462 members 
Mstep: Class 21 contains 31674 members 
Mstep: Class 22 contains 28524 members 
Mstep: Class 23 contains 17565 members 
Mstep: Class 24 contains 13610 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12791 members 
Mstep: Class 29 contains 31833 members 
Mstep: Class 30 contains 3844 members 
Mstep: Class 31 contains 8837 members 
Mstep: Class 32 contains 7528 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 83568 members 
Mstep: Class 35 contains 87149 members 
Mstep: Class 36 contains 13261 members 
Mstep: Class 37 contains 10376 members 
Mstep: Class 38 contains 79691 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 821 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 21989 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 46861 members 
Mstep: Class 45 contains 399 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6609 members 
Mstep: Class 48 contains 101572 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 101690 members 
Mstep: Class 51 contains 34779 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 79454 members 
Mstep: Class 54 contains 39451 members 
Mstep: Class 55 contains 119480 members 
Mstep: Class 56 contains 67296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194692736.000000 Penalty: 130671.539062
Iteration 370Q: 57 clusters Score -1.946927e+08 nChanged 9957
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 96065 members 
Mstep: Class 3 contains 3811 members 
Mstep: Class 4 contains 18988 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 89159 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192032 members 
Mstep: Class 11 contains 10242 members 
Mstep: Class 12 contains 29569 members 
Mstep: Class 13 contains 36895 members 
Mstep: Class 14 contains 10672 members 
Mstep: Class 15 contains 4376 members 
Mstep: Class 16 contains 130814 members 
Mstep: Class 17 contains 10280 members 
Mstep: Class 18 contains 8928 members 
Mstep: Class 19 contains 22822 members 
Mstep: Class 20 contains 1461 members 
Mstep: Class 21 contains 31670 members 
Mstep: Class 22 contains 28366 members 
Mstep: Class 23 contains 17080 members 
Mstep: Class 24 contains 13617 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12791 members 
Mstep: Class 29 contains 31732 members 
Mstep: Class 30 contains 3843 members 
Mstep: Class 31 contains 8835 members 
Mstep: Class 32 contains 7529 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 83481 members 
Mstep: Class 35 contains 86636 members 
Mstep: Class 36 contains 12990 members 
Mstep: Class 37 contains 10287 members 
Mstep: Class 38 contains 79687 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 820 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 21758 members 
Mstep: Class 43 contains 1007 members 
Mstep: Class 44 contains 47035 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6573 members 
Mstep: Class 48 contains 100733 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 101532 members 
Mstep: Class 51 contains 34585 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 80738 members 
Mstep: Class 54 contains 39229 members 
Mstep: Class 55 contains 118679 members 
Mstep: Class 56 contains 68865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194692640.000000 Penalty: 130671.539062
Iteration 371Q: 57 clusters Score -1.946926e+08 nChanged 9723
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 96588 members 
Mstep: Class 3 contains 3799 members 
Mstep: Class 4 contains 18988 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 89134 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192031 members 
Mstep: Class 11 contains 10223 members 
Mstep: Class 12 contains 29568 members 
Mstep: Class 13 contains 36890 members 
Mstep: Class 14 contains 10653 members 
Mstep: Class 15 contains 4374 members 
Mstep: Class 16 contains 130913 members 
Mstep: Class 17 contains 10278 members 
Mstep: Class 18 contains 8938 members 
Mstep: Class 19 contains 22828 members 
Mstep: Class 20 contains 1462 members 
Mstep: Class 21 contains 31667 members 
Mstep: Class 22 contains 28194 members 
Mstep: Class 23 contains 16588 members 
Mstep: Class 24 contains 13622 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12790 members 
Mstep: Class 29 contains 31607 members 
Mstep: Class 30 contains 3844 members 
Mstep: Class 31 contains 8841 members 
Mstep: Class 32 contains 7530 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 83397 members 
Mstep: Class 35 contains 86185 members 
Mstep: Class 36 contains 12713 members 
Mstep: Class 37 contains 10201 members 
Mstep: Class 38 contains 79692 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 21506 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 47227 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6540 members 
Mstep: Class 48 contains 100014 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 101524 members 
Mstep: Class 51 contains 34419 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 82042 members 
Mstep: Class 54 contains 39053 members 
Mstep: Class 55 contains 117950 members 
Mstep: Class 56 contains 70573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194692912.000000 Penalty: 130671.539062
Iteration 372Q: 57 clusters Score -1.946929e+08 nChanged 9702
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 97123 members 
Mstep: Class 3 contains 3780 members 
Mstep: Class 4 contains 18993 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 89131 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192033 members 
Mstep: Class 11 contains 10193 members 
Mstep: Class 12 contains 29566 members 
Mstep: Class 13 contains 36883 members 
Mstep: Class 14 contains 10640 members 
Mstep: Class 15 contains 4374 members 
Mstep: Class 16 contains 130802 members 
Mstep: Class 17 contains 10279 members 
Mstep: Class 18 contains 8946 members 
Mstep: Class 19 contains 22831 members 
Mstep: Class 20 contains 1462 members 
Mstep: Class 21 contains 31665 members 
Mstep: Class 22 contains 28012 members 
Mstep: Class 23 contains 16094 members 
Mstep: Class 24 contains 13632 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12790 members 
Mstep: Class 29 contains 31503 members 
Mstep: Class 30 contains 3842 members 
Mstep: Class 31 contains 8849 members 
Mstep: Class 32 contains 7530 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 83322 members 
Mstep: Class 35 contains 85690 members 
Mstep: Class 36 contains 12451 members 
Mstep: Class 37 contains 10131 members 
Mstep: Class 38 contains 79697 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 21268 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 47424 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6496 members 
Mstep: Class 48 contains 99381 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 101522 members 
Mstep: Class 51 contains 34266 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 83261 members 
Mstep: Class 54 contains 38878 members 
Mstep: Class 55 contains 117294 members 
Mstep: Class 56 contains 72352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194692896.000000 Penalty: 130671.539062
Iteration 373Q: 57 clusters Score -1.946929e+08 nChanged 9281
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 97837 members 
Mstep: Class 3 contains 3764 members 
Mstep: Class 4 contains 19005 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 89116 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192031 members 
Mstep: Class 11 contains 10170 members 
Mstep: Class 12 contains 29560 members 
Mstep: Class 13 contains 36886 members 
Mstep: Class 14 contains 10620 members 
Mstep: Class 15 contains 4374 members 
Mstep: Class 16 contains 130651 members 
Mstep: Class 17 contains 10283 members 
Mstep: Class 18 contains 8950 members 
Mstep: Class 19 contains 22836 members 
Mstep: Class 20 contains 1461 members 
Mstep: Class 21 contains 31665 members 
Mstep: Class 22 contains 27801 members 
Mstep: Class 23 contains 15646 members 
Mstep: Class 24 contains 13643 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12790 members 
Mstep: Class 29 contains 31415 members 
Mstep: Class 30 contains 3842 members 
Mstep: Class 31 contains 8855 members 
Mstep: Class 32 contains 7529 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 83262 members 
Mstep: Class 35 contains 85109 members 
Mstep: Class 36 contains 12209 members 
Mstep: Class 37 contains 10082 members 
Mstep: Class 38 contains 79688 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 21041 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 47688 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6468 members 
Mstep: Class 48 contains 98734 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 101543 members 
Mstep: Class 51 contains 34075 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 84397 members 
Mstep: Class 54 contains 38786 members 
Mstep: Class 55 contains 116818 members 
Mstep: Class 56 contains 73756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194693776.000000 Penalty: 130671.539062
Iteration 374Q: 57 clusters Score -1.946938e+08 nChanged 9029
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 98784 members 
Mstep: Class 3 contains 3750 members 
Mstep: Class 4 contains 19014 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 89138 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192038 members 
Mstep: Class 11 contains 10154 members 
Mstep: Class 12 contains 29557 members 
Mstep: Class 13 contains 36897 members 
Mstep: Class 14 contains 10605 members 
Mstep: Class 15 contains 4374 members 
Mstep: Class 16 contains 130639 members 
Mstep: Class 17 contains 10287 members 
Mstep: Class 18 contains 8952 members 
Mstep: Class 19 contains 22843 members 
Mstep: Class 20 contains 1460 members 
Mstep: Class 21 contains 31662 members 
Mstep: Class 22 contains 27573 members 
Mstep: Class 23 contains 15220 members 
Mstep: Class 24 contains 13650 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12789 members 
Mstep: Class 29 contains 31344 members 
Mstep: Class 30 contains 3843 members 
Mstep: Class 31 contains 8876 members 
Mstep: Class 32 contains 7528 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 83184 members 
Mstep: Class 35 contains 84502 members 
Mstep: Class 36 contains 11987 members 
Mstep: Class 37 contains 10022 members 
Mstep: Class 38 contains 79679 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 20852 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 47921 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6436 members 
Mstep: Class 48 contains 97998 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 101474 members 
Mstep: Class 51 contains 33908 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 85429 members 
Mstep: Class 54 contains 38750 members 
Mstep: Class 55 contains 116419 members 
Mstep: Class 56 contains 74848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194694672.000000 Penalty: 130671.539062
Iteration 375Q: 57 clusters Score -1.946947e+08 nChanged 9130
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 99808 members 
Mstep: Class 3 contains 3738 members 
Mstep: Class 4 contains 19020 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 89146 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192049 members 
Mstep: Class 11 contains 10128 members 
Mstep: Class 12 contains 29554 members 
Mstep: Class 13 contains 36880 members 
Mstep: Class 14 contains 10592 members 
Mstep: Class 15 contains 4374 members 
Mstep: Class 16 contains 130670 members 
Mstep: Class 17 contains 10282 members 
Mstep: Class 18 contains 8949 members 
Mstep: Class 19 contains 22849 members 
Mstep: Class 20 contains 1460 members 
Mstep: Class 21 contains 31656 members 
Mstep: Class 22 contains 27370 members 
Mstep: Class 23 contains 14803 members 
Mstep: Class 24 contains 13654 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12789 members 
Mstep: Class 29 contains 31299 members 
Mstep: Class 30 contains 3843 members 
Mstep: Class 31 contains 8881 members 
Mstep: Class 32 contains 7525 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 83104 members 
Mstep: Class 35 contains 83920 members 
Mstep: Class 36 contains 11775 members 
Mstep: Class 37 contains 9952 members 
Mstep: Class 38 contains 79682 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 20705 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 48177 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6381 members 
Mstep: Class 48 contains 97255 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 101338 members 
Mstep: Class 51 contains 33753 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 86528 members 
Mstep: Class 54 contains 38733 members 
Mstep: Class 55 contains 115991 members 
Mstep: Class 56 contains 75773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194694352.000000 Penalty: 130671.539062
Iteration 376Q: 57 clusters Score -1.946944e+08 nChanged 9181
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 101011 members 
Mstep: Class 3 contains 3721 members 
Mstep: Class 4 contains 19029 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 89148 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192058 members 
Mstep: Class 11 contains 10111 members 
Mstep: Class 12 contains 29553 members 
Mstep: Class 13 contains 36886 members 
Mstep: Class 14 contains 10577 members 
Mstep: Class 15 contains 4373 members 
Mstep: Class 16 contains 130780 members 
Mstep: Class 17 contains 10286 members 
Mstep: Class 18 contains 8952 members 
Mstep: Class 19 contains 22856 members 
Mstep: Class 20 contains 1461 members 
Mstep: Class 21 contains 31653 members 
Mstep: Class 22 contains 27161 members 
Mstep: Class 23 contains 14442 members 
Mstep: Class 24 contains 13660 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12789 members 
Mstep: Class 29 contains 31224 members 
Mstep: Class 30 contains 3844 members 
Mstep: Class 31 contains 8894 members 
Mstep: Class 32 contains 7524 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 83023 members 
Mstep: Class 35 contains 83327 members 
Mstep: Class 36 contains 11524 members 
Mstep: Class 37 contains 9896 members 
Mstep: Class 38 contains 79674 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 20516 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 48435 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6356 members 
Mstep: Class 48 contains 96472 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 101100 members 
Mstep: Class 51 contains 33632 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 87655 members 
Mstep: Class 54 contains 38768 members 
Mstep: Class 55 contains 115576 members 
Mstep: Class 56 contains 76440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194695456.000000 Penalty: 130671.539062
Iteration 377Q: 57 clusters Score -1.946955e+08 nChanged 9018
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 102233 members 
Mstep: Class 3 contains 3711 members 
Mstep: Class 4 contains 19038 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 89149 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192072 members 
Mstep: Class 11 contains 10099 members 
Mstep: Class 12 contains 29553 members 
Mstep: Class 13 contains 36899 members 
Mstep: Class 14 contains 10568 members 
Mstep: Class 15 contains 4373 members 
Mstep: Class 16 contains 130957 members 
Mstep: Class 17 contains 10282 members 
Mstep: Class 18 contains 8948 members 
Mstep: Class 19 contains 22860 members 
Mstep: Class 20 contains 1461 members 
Mstep: Class 21 contains 31649 members 
Mstep: Class 22 contains 26990 members 
Mstep: Class 23 contains 14084 members 
Mstep: Class 24 contains 13667 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12789 members 
Mstep: Class 29 contains 31141 members 
Mstep: Class 30 contains 3844 members 
Mstep: Class 31 contains 8921 members 
Mstep: Class 32 contains 7523 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82918 members 
Mstep: Class 35 contains 82821 members 
Mstep: Class 36 contains 11273 members 
Mstep: Class 37 contains 9828 members 
Mstep: Class 38 contains 79677 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 20317 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 48701 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6319 members 
Mstep: Class 48 contains 95738 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 100654 members 
Mstep: Class 51 contains 33524 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 88829 members 
Mstep: Class 54 contains 38842 members 
Mstep: Class 55 contains 115064 members 
Mstep: Class 56 contains 77071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194695600.000000 Penalty: 130671.539062
Iteration 378Q: 57 clusters Score -1.946956e+08 nChanged 8536
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 103260 members 
Mstep: Class 3 contains 3708 members 
Mstep: Class 4 contains 19044 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 89177 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192072 members 
Mstep: Class 11 contains 10083 members 
Mstep: Class 12 contains 29553 members 
Mstep: Class 13 contains 36916 members 
Mstep: Class 14 contains 10561 members 
Mstep: Class 15 contains 4372 members 
Mstep: Class 16 contains 131182 members 
Mstep: Class 17 contains 10281 members 
Mstep: Class 18 contains 8942 members 
Mstep: Class 19 contains 22862 members 
Mstep: Class 20 contains 1461 members 
Mstep: Class 21 contains 31647 members 
Mstep: Class 22 contains 26830 members 
Mstep: Class 23 contains 13741 members 
Mstep: Class 24 contains 13670 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12789 members 
Mstep: Class 29 contains 31056 members 
Mstep: Class 30 contains 3844 members 
Mstep: Class 31 contains 8945 members 
Mstep: Class 32 contains 7524 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82847 members 
Mstep: Class 35 contains 82310 members 
Mstep: Class 36 contains 11051 members 
Mstep: Class 37 contains 9777 members 
Mstep: Class 38 contains 79672 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 20120 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 48960 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6290 members 
Mstep: Class 48 contains 94991 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 100141 members 
Mstep: Class 51 contains 33445 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 90097 members 
Mstep: Class 54 contains 38960 members 
Mstep: Class 55 contains 114684 members 
Mstep: Class 56 contains 77522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194696240.000000 Penalty: 130671.539062
Iteration 379Q: 57 clusters Score -1.946962e+08 nChanged 7975
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 103960 members 
Mstep: Class 3 contains 3706 members 
Mstep: Class 4 contains 19052 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 89169 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192073 members 
Mstep: Class 11 contains 10075 members 
Mstep: Class 12 contains 29549 members 
Mstep: Class 13 contains 36915 members 
Mstep: Class 14 contains 10552 members 
Mstep: Class 15 contains 4371 members 
Mstep: Class 16 contains 131241 members 
Mstep: Class 17 contains 10282 members 
Mstep: Class 18 contains 8939 members 
Mstep: Class 19 contains 22868 members 
Mstep: Class 20 contains 1462 members 
Mstep: Class 21 contains 31645 members 
Mstep: Class 22 contains 26667 members 
Mstep: Class 23 contains 13388 members 
Mstep: Class 24 contains 13674 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12788 members 
Mstep: Class 29 contains 31010 members 
Mstep: Class 30 contains 3844 members 
Mstep: Class 31 contains 8972 members 
Mstep: Class 32 contains 7524 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82830 members 
Mstep: Class 35 contains 81865 members 
Mstep: Class 36 contains 10818 members 
Mstep: Class 37 contains 9729 members 
Mstep: Class 38 contains 79669 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 19920 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 49274 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6240 members 
Mstep: Class 48 contains 94426 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 99644 members 
Mstep: Class 51 contains 33391 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 91361 members 
Mstep: Class 54 contains 39084 members 
Mstep: Class 55 contains 114333 members 
Mstep: Class 56 contains 78077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697216.000000 Penalty: 130671.539062
Iteration 380F: 57 clusters Score -1.946972e+08 nChanged 7964
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 104774 members 
Mstep: Class 3 contains 3699 members 
Mstep: Class 4 contains 19056 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 89159 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192059 members 
Mstep: Class 11 contains 10073 members 
Mstep: Class 12 contains 29548 members 
Mstep: Class 13 contains 36897 members 
Mstep: Class 14 contains 10540 members 
Mstep: Class 15 contains 4372 members 
Mstep: Class 16 contains 130823 members 
Mstep: Class 17 contains 10276 members 
Mstep: Class 18 contains 8934 members 
Mstep: Class 19 contains 22869 members 
Mstep: Class 20 contains 1462 members 
Mstep: Class 21 contains 31643 members 
Mstep: Class 22 contains 26485 members 
Mstep: Class 23 contains 13031 members 
Mstep: Class 24 contains 13682 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12790 members 
Mstep: Class 29 contains 30959 members 
Mstep: Class 30 contains 3845 members 
Mstep: Class 31 contains 9006 members 
Mstep: Class 32 contains 7523 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82848 members 
Mstep: Class 35 contains 81471 members 
Mstep: Class 36 contains 10650 members 
Mstep: Class 37 contains 9677 members 
Mstep: Class 38 contains 79668 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 19767 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 49630 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6189 members 
Mstep: Class 48 contains 93861 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 99139 members 
Mstep: Class 51 contains 33319 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 92524 members 
Mstep: Class 54 contains 39263 members 
Mstep: Class 55 contains 113992 members 
Mstep: Class 56 contains 78884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697328.000000 Penalty: 130671.539062
Iteration 381Q: 57 clusters Score -1.946973e+08 nChanged 8054
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 105599 members 
Mstep: Class 3 contains 3697 members 
Mstep: Class 4 contains 19064 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 89130 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192051 members 
Mstep: Class 11 contains 10061 members 
Mstep: Class 12 contains 29547 members 
Mstep: Class 13 contains 36889 members 
Mstep: Class 14 contains 10528 members 
Mstep: Class 15 contains 4373 members 
Mstep: Class 16 contains 130308 members 
Mstep: Class 17 contains 10275 members 
Mstep: Class 18 contains 8931 members 
Mstep: Class 19 contains 22872 members 
Mstep: Class 20 contains 1462 members 
Mstep: Class 21 contains 31638 members 
Mstep: Class 22 contains 26317 members 
Mstep: Class 23 contains 12695 members 
Mstep: Class 24 contains 13682 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12790 members 
Mstep: Class 29 contains 30889 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 9042 members 
Mstep: Class 32 contains 7523 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82859 members 
Mstep: Class 35 contains 81094 members 
Mstep: Class 36 contains 10501 members 
Mstep: Class 37 contains 9620 members 
Mstep: Class 38 contains 79666 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 19616 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 50041 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6155 members 
Mstep: Class 48 contains 93304 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 98628 members 
Mstep: Class 51 contains 33226 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 93750 members 
Mstep: Class 54 contains 39442 members 
Mstep: Class 55 contains 113634 members 
Mstep: Class 56 contains 79642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697904.000000 Penalty: 130671.539062
Iteration 382Q: 57 clusters Score -1.946979e+08 nChanged 8021
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 106302 members 
Mstep: Class 3 contains 3697 members 
Mstep: Class 4 contains 19071 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 89097 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192058 members 
Mstep: Class 11 contains 10043 members 
Mstep: Class 12 contains 29543 members 
Mstep: Class 13 contains 36900 members 
Mstep: Class 14 contains 10520 members 
Mstep: Class 15 contains 4373 members 
Mstep: Class 16 contains 129885 members 
Mstep: Class 17 contains 10272 members 
Mstep: Class 18 contains 8927 members 
Mstep: Class 19 contains 22879 members 
Mstep: Class 20 contains 1462 members 
Mstep: Class 21 contains 31637 members 
Mstep: Class 22 contains 26126 members 
Mstep: Class 23 contains 12369 members 
Mstep: Class 24 contains 13689 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12790 members 
Mstep: Class 29 contains 30817 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 9075 members 
Mstep: Class 32 contains 7522 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82880 members 
Mstep: Class 35 contains 80745 members 
Mstep: Class 36 contains 10372 members 
Mstep: Class 37 contains 9572 members 
Mstep: Class 38 contains 79670 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 19491 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 50463 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6133 members 
Mstep: Class 48 contains 92653 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 98178 members 
Mstep: Class 51 contains 33150 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 95042 members 
Mstep: Class 54 contains 39576 members 
Mstep: Class 55 contains 113270 members 
Mstep: Class 56 contains 80292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194698016.000000 Penalty: 130671.539062
Iteration 383Q: 57 clusters Score -1.94698e+08 nChanged 8084
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 106916 members 
Mstep: Class 3 contains 3695 members 
Mstep: Class 4 contains 19080 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 89095 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192055 members 
Mstep: Class 11 contains 10030 members 
Mstep: Class 12 contains 29540 members 
Mstep: Class 13 contains 36896 members 
Mstep: Class 14 contains 10509 members 
Mstep: Class 15 contains 4372 members 
Mstep: Class 16 contains 129407 members 
Mstep: Class 17 contains 10269 members 
Mstep: Class 18 contains 8932 members 
Mstep: Class 19 contains 22884 members 
Mstep: Class 20 contains 1463 members 
Mstep: Class 21 contains 31634 members 
Mstep: Class 22 contains 25951 members 
Mstep: Class 23 contains 12016 members 
Mstep: Class 24 contains 13692 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 618 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12790 members 
Mstep: Class 29 contains 30766 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 9106 members 
Mstep: Class 32 contains 7522 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82890 members 
Mstep: Class 35 contains 80396 members 
Mstep: Class 36 contains 10247 members 
Mstep: Class 37 contains 9509 members 
Mstep: Class 38 contains 79669 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 19361 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 50924 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6105 members 
Mstep: Class 48 contains 91966 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 97716 members 
Mstep: Class 51 contains 33094 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 96383 members 
Mstep: Class 54 contains 39754 members 
Mstep: Class 55 contains 112880 members 
Mstep: Class 56 contains 81026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194698272.000000 Penalty: 130671.539062
Iteration 384Q: 57 clusters Score -1.946983e+08 nChanged 8159
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 107594 members 
Mstep: Class 3 contains 3692 members 
Mstep: Class 4 contains 19082 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 89065 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192060 members 
Mstep: Class 11 contains 10028 members 
Mstep: Class 12 contains 29540 members 
Mstep: Class 13 contains 36894 members 
Mstep: Class 14 contains 10498 members 
Mstep: Class 15 contains 4372 members 
Mstep: Class 16 contains 128997 members 
Mstep: Class 17 contains 10269 members 
Mstep: Class 18 contains 8933 members 
Mstep: Class 19 contains 22887 members 
Mstep: Class 20 contains 1462 members 
Mstep: Class 21 contains 31629 members 
Mstep: Class 22 contains 25770 members 
Mstep: Class 23 contains 11660 members 
Mstep: Class 24 contains 13692 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 618 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12790 members 
Mstep: Class 29 contains 30726 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 9134 members 
Mstep: Class 32 contains 7522 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82893 members 
Mstep: Class 35 contains 80016 members 
Mstep: Class 36 contains 10155 members 
Mstep: Class 37 contains 9427 members 
Mstep: Class 38 contains 79666 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 19241 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 51386 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6064 members 
Mstep: Class 48 contains 91218 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 97263 members 
Mstep: Class 51 contains 33051 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 97675 members 
Mstep: Class 54 contains 39967 members 
Mstep: Class 55 contains 112491 members 
Mstep: Class 56 contains 81731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194697904.000000 Penalty: 130671.539062
Iteration 385Q: 57 clusters Score -1.946979e+08 nChanged 8297
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 107886 members 
Mstep: Class 3 contains 3681 members 
Mstep: Class 4 contains 19080 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 89019 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192064 members 
Mstep: Class 11 contains 10021 members 
Mstep: Class 12 contains 29540 members 
Mstep: Class 13 contains 36875 members 
Mstep: Class 14 contains 10494 members 
Mstep: Class 15 contains 4371 members 
Mstep: Class 16 contains 128549 members 
Mstep: Class 17 contains 10269 members 
Mstep: Class 18 contains 8932 members 
Mstep: Class 19 contains 22886 members 
Mstep: Class 20 contains 1461 members 
Mstep: Class 21 contains 31628 members 
Mstep: Class 22 contains 25608 members 
Mstep: Class 23 contains 11328 members 
Mstep: Class 24 contains 13698 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 618 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12789 members 
Mstep: Class 29 contains 30693 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 9167 members 
Mstep: Class 32 contains 7522 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82873 members 
Mstep: Class 35 contains 79592 members 
Mstep: Class 36 contains 10033 members 
Mstep: Class 37 contains 9351 members 
Mstep: Class 38 contains 79658 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 19150 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 51906 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 6012 members 
Mstep: Class 48 contains 90449 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 96894 members 
Mstep: Class 51 contains 32992 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 98978 members 
Mstep: Class 54 contains 40250 members 
Mstep: Class 55 contains 112106 members 
Mstep: Class 56 contains 82735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194698320.000000 Penalty: 130671.539062
Iteration 386Q: 57 clusters Score -1.946983e+08 nChanged 8911
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 107915 members 
Mstep: Class 3 contains 3663 members 
Mstep: Class 4 contains 19080 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 88954 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192070 members 
Mstep: Class 11 contains 10011 members 
Mstep: Class 12 contains 29543 members 
Mstep: Class 13 contains 36842 members 
Mstep: Class 14 contains 10482 members 
Mstep: Class 15 contains 4371 members 
Mstep: Class 16 contains 127765 members 
Mstep: Class 17 contains 10264 members 
Mstep: Class 18 contains 8941 members 
Mstep: Class 19 contains 22883 members 
Mstep: Class 20 contains 1462 members 
Mstep: Class 21 contains 31624 members 
Mstep: Class 22 contains 25452 members 
Mstep: Class 23 contains 10957 members 
Mstep: Class 24 contains 13707 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 618 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12789 members 
Mstep: Class 29 contains 30678 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 9199 members 
Mstep: Class 32 contains 7522 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82917 members 
Mstep: Class 35 contains 79154 members 
Mstep: Class 36 contains 9900 members 
Mstep: Class 37 contains 9304 members 
Mstep: Class 38 contains 79660 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 19056 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 52402 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5954 members 
Mstep: Class 48 contains 89740 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 96483 members 
Mstep: Class 51 contains 32945 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 100380 members 
Mstep: Class 54 contains 40537 members 
Mstep: Class 55 contains 111710 members 
Mstep: Class 56 contains 84224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194698464.000000 Penalty: 130671.539062
Iteration 387Q: 57 clusters Score -1.946985e+08 nChanged 9788
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 107534 members 
Mstep: Class 3 contains 3637 members 
Mstep: Class 4 contains 19079 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 88919 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192065 members 
Mstep: Class 11 contains 10011 members 
Mstep: Class 12 contains 29545 members 
Mstep: Class 13 contains 36818 members 
Mstep: Class 14 contains 10474 members 
Mstep: Class 15 contains 4371 members 
Mstep: Class 16 contains 126781 members 
Mstep: Class 17 contains 10264 members 
Mstep: Class 18 contains 8945 members 
Mstep: Class 19 contains 22887 members 
Mstep: Class 20 contains 1462 members 
Mstep: Class 21 contains 31622 members 
Mstep: Class 22 contains 25317 members 
Mstep: Class 23 contains 10574 members 
Mstep: Class 24 contains 13708 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 618 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12789 members 
Mstep: Class 29 contains 30639 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 9232 members 
Mstep: Class 32 contains 7522 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82953 members 
Mstep: Class 35 contains 78663 members 
Mstep: Class 36 contains 9742 members 
Mstep: Class 37 contains 9256 members 
Mstep: Class 38 contains 79660 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 18964 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 52923 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5930 members 
Mstep: Class 48 contains 88953 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 96079 members 
Mstep: Class 51 contains 32902 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 102257 members 
Mstep: Class 54 contains 40805 members 
Mstep: Class 55 contains 111281 members 
Mstep: Class 56 contains 85977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194699648.000000 Penalty: 130671.539062
Iteration 388Q: 57 clusters Score -1.946996e+08 nChanged 10163
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 106667 members 
Mstep: Class 3 contains 3615 members 
Mstep: Class 4 contains 19079 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 88881 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192063 members 
Mstep: Class 11 contains 9998 members 
Mstep: Class 12 contains 29545 members 
Mstep: Class 13 contains 36817 members 
Mstep: Class 14 contains 10475 members 
Mstep: Class 15 contains 4372 members 
Mstep: Class 16 contains 125171 members 
Mstep: Class 17 contains 10264 members 
Mstep: Class 18 contains 8947 members 
Mstep: Class 19 contains 22886 members 
Mstep: Class 20 contains 1462 members 
Mstep: Class 21 contains 31620 members 
Mstep: Class 22 contains 25190 members 
Mstep: Class 23 contains 10174 members 
Mstep: Class 24 contains 13709 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12789 members 
Mstep: Class 29 contains 30591 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 9273 members 
Mstep: Class 32 contains 7522 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82953 members 
Mstep: Class 35 contains 78213 members 
Mstep: Class 36 contains 9613 members 
Mstep: Class 37 contains 9199 members 
Mstep: Class 38 contains 79673 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 18860 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 53479 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5895 members 
Mstep: Class 48 contains 88335 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 95723 members 
Mstep: Class 51 contains 32858 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 104394 members 
Mstep: Class 54 contains 41034 members 
Mstep: Class 55 contains 110989 members 
Mstep: Class 56 contains 88213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194701568.000000 Penalty: 130671.539062
Iteration 389Q: 57 clusters Score -1.947016e+08 nChanged 9833
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 105340 members 
Mstep: Class 3 contains 3606 members 
Mstep: Class 4 contains 19074 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 88802 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192062 members 
Mstep: Class 11 contains 9982 members 
Mstep: Class 12 contains 29544 members 
Mstep: Class 13 contains 36792 members 
Mstep: Class 14 contains 10467 members 
Mstep: Class 15 contains 4371 members 
Mstep: Class 16 contains 123554 members 
Mstep: Class 17 contains 10270 members 
Mstep: Class 18 contains 8943 members 
Mstep: Class 19 contains 22886 members 
Mstep: Class 20 contains 1462 members 
Mstep: Class 21 contains 31621 members 
Mstep: Class 22 contains 25050 members 
Mstep: Class 23 contains 9804 members 
Mstep: Class 24 contains 13721 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12789 members 
Mstep: Class 29 contains 30557 members 
Mstep: Class 30 contains 3845 members 
Mstep: Class 31 contains 9326 members 
Mstep: Class 32 contains 7522 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82916 members 
Mstep: Class 35 contains 77881 members 
Mstep: Class 36 contains 9497 members 
Mstep: Class 37 contains 9145 members 
Mstep: Class 38 contains 79674 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 18760 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 54012 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5857 members 
Mstep: Class 48 contains 87883 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 95425 members 
Mstep: Class 51 contains 32810 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 106677 members 
Mstep: Class 54 contains 41331 members 
Mstep: Class 55 contains 110749 members 
Mstep: Class 56 contains 90380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194702608.000000 Penalty: 130671.539062
Iteration 390Q: 57 clusters Score -1.947026e+08 nChanged 8863
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 104021 members 
Mstep: Class 3 contains 3597 members 
Mstep: Class 4 contains 19077 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 88747 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192059 members 
Mstep: Class 11 contains 9960 members 
Mstep: Class 12 contains 29545 members 
Mstep: Class 13 contains 36757 members 
Mstep: Class 14 contains 10463 members 
Mstep: Class 15 contains 4371 members 
Mstep: Class 16 contains 122491 members 
Mstep: Class 17 contains 10271 members 
Mstep: Class 18 contains 8944 members 
Mstep: Class 19 contains 22882 members 
Mstep: Class 20 contains 1461 members 
Mstep: Class 21 contains 31625 members 
Mstep: Class 22 contains 24940 members 
Mstep: Class 23 contains 9437 members 
Mstep: Class 24 contains 13727 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12789 members 
Mstep: Class 29 contains 30522 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 9367 members 
Mstep: Class 32 contains 7522 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82911 members 
Mstep: Class 35 contains 77590 members 
Mstep: Class 36 contains 9345 members 
Mstep: Class 37 contains 9110 members 
Mstep: Class 38 contains 79677 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 18670 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 54598 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5822 members 
Mstep: Class 48 contains 87479 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 95205 members 
Mstep: Class 51 contains 32753 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 108528 members 
Mstep: Class 54 contains 41680 members 
Mstep: Class 55 contains 110533 members 
Mstep: Class 56 contains 92065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194704448.000000 Penalty: 130671.539062
Iteration 391Q: 57 clusters Score -1.947044e+08 nChanged 8447
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 102850 members 
Mstep: Class 3 contains 3589 members 
Mstep: Class 4 contains 19078 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 88719 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192058 members 
Mstep: Class 11 contains 9944 members 
Mstep: Class 12 contains 29551 members 
Mstep: Class 13 contains 36732 members 
Mstep: Class 14 contains 10458 members 
Mstep: Class 15 contains 4371 members 
Mstep: Class 16 contains 121381 members 
Mstep: Class 17 contains 10271 members 
Mstep: Class 18 contains 8945 members 
Mstep: Class 19 contains 22879 members 
Mstep: Class 20 contains 1462 members 
Mstep: Class 21 contains 31631 members 
Mstep: Class 22 contains 24838 members 
Mstep: Class 23 contains 9069 members 
Mstep: Class 24 contains 13731 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12788 members 
Mstep: Class 29 contains 30482 members 
Mstep: Class 30 contains 3847 members 
Mstep: Class 31 contains 9405 members 
Mstep: Class 32 contains 7522 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82883 members 
Mstep: Class 35 contains 77346 members 
Mstep: Class 36 contains 9192 members 
Mstep: Class 37 contains 9092 members 
Mstep: Class 38 contains 79669 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 18595 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 55177 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5786 members 
Mstep: Class 48 contains 87134 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 94986 members 
Mstep: Class 51 contains 32709 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 110343 members 
Mstep: Class 54 contains 41966 members 
Mstep: Class 55 contains 110386 members 
Mstep: Class 56 contains 93522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194705840.000000 Penalty: 130671.539062
Iteration 392Q: 57 clusters Score -1.947058e+08 nChanged 8139
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 101932 members 
Mstep: Class 3 contains 3581 members 
Mstep: Class 4 contains 19075 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 88703 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192064 members 
Mstep: Class 11 contains 9931 members 
Mstep: Class 12 contains 29551 members 
Mstep: Class 13 contains 36695 members 
Mstep: Class 14 contains 10450 members 
Mstep: Class 15 contains 4371 members 
Mstep: Class 16 contains 120188 members 
Mstep: Class 17 contains 10271 members 
Mstep: Class 18 contains 8942 members 
Mstep: Class 19 contains 22876 members 
Mstep: Class 20 contains 1461 members 
Mstep: Class 21 contains 31640 members 
Mstep: Class 22 contains 24748 members 
Mstep: Class 23 contains 8729 members 
Mstep: Class 24 contains 13738 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12788 members 
Mstep: Class 29 contains 30428 members 
Mstep: Class 30 contains 3847 members 
Mstep: Class 31 contains 9450 members 
Mstep: Class 32 contains 7522 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82852 members 
Mstep: Class 35 contains 77171 members 
Mstep: Class 36 contains 9042 members 
Mstep: Class 37 contains 9081 members 
Mstep: Class 38 contains 79654 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 18508 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 55738 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5771 members 
Mstep: Class 48 contains 86922 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 94712 members 
Mstep: Class 51 contains 32668 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 111983 members 
Mstep: Class 54 contains 42219 members 
Mstep: Class 55 contains 110148 members 
Mstep: Class 56 contains 94937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194706560.000000 Penalty: 130671.539062
Iteration 393Q: 57 clusters Score -1.947066e+08 nChanged 7420
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 101447 members 
Mstep: Class 3 contains 3570 members 
Mstep: Class 4 contains 19075 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 88671 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192067 members 
Mstep: Class 11 contains 9923 members 
Mstep: Class 12 contains 29552 members 
Mstep: Class 13 contains 36669 members 
Mstep: Class 14 contains 10442 members 
Mstep: Class 15 contains 4371 members 
Mstep: Class 16 contains 119024 members 
Mstep: Class 17 contains 10271 members 
Mstep: Class 18 contains 8951 members 
Mstep: Class 19 contains 22873 members 
Mstep: Class 20 contains 1462 members 
Mstep: Class 21 contains 31641 members 
Mstep: Class 22 contains 24654 members 
Mstep: Class 23 contains 8444 members 
Mstep: Class 24 contains 13747 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12788 members 
Mstep: Class 29 contains 30389 members 
Mstep: Class 30 contains 3847 members 
Mstep: Class 31 contains 9492 members 
Mstep: Class 32 contains 7522 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82810 members 
Mstep: Class 35 contains 77082 members 
Mstep: Class 36 contains 8928 members 
Mstep: Class 37 contains 9075 members 
Mstep: Class 38 contains 79648 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 18435 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 56302 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5740 members 
Mstep: Class 48 contains 86657 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 94418 members 
Mstep: Class 51 contains 32591 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 113412 members 
Mstep: Class 54 contains 42519 members 
Mstep: Class 55 contains 109972 members 
Mstep: Class 56 contains 95906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194706704.000000 Penalty: 130671.539062
Iteration 394Q: 57 clusters Score -1.947067e+08 nChanged 7014
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 101379 members 
Mstep: Class 3 contains 3559 members 
Mstep: Class 4 contains 19079 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 88638 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192068 members 
Mstep: Class 11 contains 9908 members 
Mstep: Class 12 contains 29554 members 
Mstep: Class 13 contains 36651 members 
Mstep: Class 14 contains 10423 members 
Mstep: Class 15 contains 4370 members 
Mstep: Class 16 contains 117961 members 
Mstep: Class 17 contains 10269 members 
Mstep: Class 18 contains 8944 members 
Mstep: Class 19 contains 22869 members 
Mstep: Class 20 contains 1462 members 
Mstep: Class 21 contains 31644 members 
Mstep: Class 22 contains 24582 members 
Mstep: Class 23 contains 8151 members 
Mstep: Class 24 contains 13745 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12789 members 
Mstep: Class 29 contains 30360 members 
Mstep: Class 30 contains 3848 members 
Mstep: Class 31 contains 9537 members 
Mstep: Class 32 contains 7522 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82824 members 
Mstep: Class 35 contains 77027 members 
Mstep: Class 36 contains 8819 members 
Mstep: Class 37 contains 9058 members 
Mstep: Class 38 contains 79643 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 18349 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 56899 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5719 members 
Mstep: Class 48 contains 86486 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 94084 members 
Mstep: Class 51 contains 32537 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 114681 members 
Mstep: Class 54 contains 42737 members 
Mstep: Class 55 contains 109816 members 
Mstep: Class 56 contains 96396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194706464.000000 Penalty: 130671.539062
Iteration 395Q: 57 clusters Score -1.947065e+08 nChanged 6680
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 101657 members 
Mstep: Class 3 contains 3533 members 
Mstep: Class 4 contains 19086 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 88612 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192068 members 
Mstep: Class 11 contains 9901 members 
Mstep: Class 12 contains 29555 members 
Mstep: Class 13 contains 36624 members 
Mstep: Class 14 contains 10405 members 
Mstep: Class 15 contains 4369 members 
Mstep: Class 16 contains 117117 members 
Mstep: Class 17 contains 10269 members 
Mstep: Class 18 contains 8947 members 
Mstep: Class 19 contains 22871 members 
Mstep: Class 20 contains 1463 members 
Mstep: Class 21 contains 31646 members 
Mstep: Class 22 contains 24517 members 
Mstep: Class 23 contains 7875 members 
Mstep: Class 24 contains 13753 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12789 members 
Mstep: Class 29 contains 30322 members 
Mstep: Class 30 contains 3849 members 
Mstep: Class 31 contains 9574 members 
Mstep: Class 32 contains 7522 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82851 members 
Mstep: Class 35 contains 77020 members 
Mstep: Class 36 contains 8689 members 
Mstep: Class 37 contains 9048 members 
Mstep: Class 38 contains 79631 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 18262 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 57500 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5701 members 
Mstep: Class 48 contains 86316 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 93754 members 
Mstep: Class 51 contains 32453 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 115890 members 
Mstep: Class 54 contains 42930 members 
Mstep: Class 55 contains 109564 members 
Mstep: Class 56 contains 96454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194707504.000000 Penalty: 130671.539062
Iteration 396Q: 57 clusters Score -1.947075e+08 nChanged 6733
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 102090 members 
Mstep: Class 3 contains 3502 members 
Mstep: Class 4 contains 19091 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 88623 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192068 members 
Mstep: Class 11 contains 9895 members 
Mstep: Class 12 contains 29553 members 
Mstep: Class 13 contains 36596 members 
Mstep: Class 14 contains 10385 members 
Mstep: Class 15 contains 4368 members 
Mstep: Class 16 contains 116147 members 
Mstep: Class 17 contains 10274 members 
Mstep: Class 18 contains 8947 members 
Mstep: Class 19 contains 22869 members 
Mstep: Class 20 contains 1463 members 
Mstep: Class 21 contains 31651 members 
Mstep: Class 22 contains 24449 members 
Mstep: Class 23 contains 7614 members 
Mstep: Class 24 contains 13758 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12789 members 
Mstep: Class 29 contains 30279 members 
Mstep: Class 30 contains 3849 members 
Mstep: Class 31 contains 9608 members 
Mstep: Class 32 contains 7522 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82837 members 
Mstep: Class 35 contains 77081 members 
Mstep: Class 36 contains 8577 members 
Mstep: Class 37 contains 9046 members 
Mstep: Class 38 contains 79623 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 18149 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 58133 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5690 members 
Mstep: Class 48 contains 86228 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 93455 members 
Mstep: Class 51 contains 32351 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 116951 members 
Mstep: Class 54 contains 43130 members 
Mstep: Class 55 contains 109303 members 
Mstep: Class 56 contains 96443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194708352.000000 Penalty: 130671.539062
Iteration 397Q: 57 clusters Score -1.947084e+08 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 102702 members 
Mstep: Class 3 contains 3478 members 
Mstep: Class 4 contains 19093 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 88646 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192070 members 
Mstep: Class 11 contains 9896 members 
Mstep: Class 12 contains 29554 members 
Mstep: Class 13 contains 36579 members 
Mstep: Class 14 contains 10367 members 
Mstep: Class 15 contains 4368 members 
Mstep: Class 16 contains 115423 members 
Mstep: Class 17 contains 10270 members 
Mstep: Class 18 contains 8950 members 
Mstep: Class 19 contains 22863 members 
Mstep: Class 20 contains 1463 members 
Mstep: Class 21 contains 31653 members 
Mstep: Class 22 contains 24379 members 
Mstep: Class 23 contains 7388 members 
Mstep: Class 24 contains 13765 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12790 members 
Mstep: Class 29 contains 30239 members 
Mstep: Class 30 contains 3848 members 
Mstep: Class 31 contains 9641 members 
Mstep: Class 32 contains 7522 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82815 members 
Mstep: Class 35 contains 77171 members 
Mstep: Class 36 contains 8468 members 
Mstep: Class 37 contains 9016 members 
Mstep: Class 38 contains 79616 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 18040 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 58795 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5693 members 
Mstep: Class 48 contains 86147 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 93192 members 
Mstep: Class 51 contains 32267 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 117780 members 
Mstep: Class 54 contains 43336 members 
Mstep: Class 55 contains 109010 members 
Mstep: Class 56 contains 96094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194708560.000000 Penalty: 130671.539062
Iteration 398Q: 57 clusters Score -1.947086e+08 nChanged 6123
Entering ConstructFrom: 
Score: -194708560.000000 Penalty: 130671.539062
Entering ConstructFrom: 
Trying to split cluster 1 (341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Entering Unmasked Estep 
Score: -22548.951172 Penalty: 947.680908
	Iteration 0F: 2 clusters Score -22548.95 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 162 members 
Entering Unmasked Estep 
Score: -21744.033203 Penalty: 1895.361816
	Iteration 0F: 3 clusters Score -21744.03 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -21981.445312 Penalty: 1895.361816
	Iteration 1F: 3 clusters Score -21981.45 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -22084.484375 Penalty: 1895.361816
	Iteration 2F: 3 clusters Score -22084.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -22180.847656 Penalty: 1895.361816
	Iteration 3Q: 3 clusters Score -22180.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -22218.212891 Penalty: 1895.361816
	Iteration 4Q: 3 clusters Score -22218.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -22235.158203 Penalty: 1895.361816
	Iteration 5Q: 3 clusters Score -22235.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -22238.126953 Penalty: 1895.361816
	Iteration 6Q: 3 clusters Score -22238.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -22241.119141 Penalty: 1895.361816
	Iteration 7Q: 3 clusters Score -22241.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -22241.119141 Penalty: 1895.361816
	Iteration 8F: 3 clusters Score -22241.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (103224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103224 members 
Entering Unmasked Estep 
Score: -12221143.000000 Penalty: 1876.006714
	Iteration 0F: 2 clusters Score -1.222114e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51559 members 
Mstep: Class 2 contains 51665 members 
Entering Unmasked Estep 
Score: -12154170.000000 Penalty: 3752.013428
	Iteration 0F: 3 clusters Score -1.215417e+07 nChanged 49283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49854 members 
Mstep: Class 2 contains 53370 members 
Entering Unmasked Estep 
Score: -12182384.000000 Penalty: 3752.013428
	Iteration 1F: 3 clusters Score -1.218238e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48843 members 
Mstep: Class 2 contains 54381 members 
Entering Unmasked Estep 
Score: -12182858.000000 Penalty: 3752.013428
	Iteration 2Q: 3 clusters Score -1.218286e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47375 members 
Mstep: Class 2 contains 55849 members 
Entering Unmasked Estep 
Score: -12183400.000000 Penalty: 3752.013428
	Iteration 3Q: 3 clusters Score -1.21834e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45124 members 
Mstep: Class 2 contains 58100 members 
Entering Unmasked Estep 
Score: -12184208.000000 Penalty: 3752.013428
	Iteration 4Q: 3 clusters Score -1.218421e+07 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41736 members 
Mstep: Class 2 contains 61488 members 
Entering Unmasked Estep 
Score: -12185583.000000 Penalty: 3752.013428
	Iteration 5Q: 3 clusters Score -1.218558e+07 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 66382 members 
Entering Unmasked Estep 
Score: -12188131.000000 Penalty: 3752.013428
	Iteration 6Q: 3 clusters Score -1.218813e+07 nChanged 6813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 73091 members 
Entering Unmasked Estep 
Score: -12192766.000000 Penalty: 3752.013428
	Iteration 7F: 3 clusters Score -1.219277e+07 nChanged 8046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 81107 members 
Entering Unmasked Estep 
Score: -12199512.000000 Penalty: 3752.013428
	Iteration 8F: 3 clusters Score -1.219951e+07 nChanged 8074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 89163 members 
Entering Unmasked Estep 
Score: -12207427.000000 Penalty: 3752.013428
	Iteration 9F: 3 clusters Score -1.220743e+07 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 95670 members 
Entering Unmasked Estep 
Score: -12213661.000000 Penalty: 3752.013428
	Iteration 10F: 3 clusters Score -1.221366e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 99529 members 
Entering Unmasked Estep 
Score: -12216839.000000 Penalty: 3752.013428
	Iteration 11Q: 3 clusters Score -1.221684e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 101273 members 
Entering Unmasked Estep 
Score: -12218237.000000 Penalty: 3752.013428
	Iteration 12Q: 3 clusters Score -1.221824e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 102072 members 
Entering Unmasked Estep 
Score: -12218864.000000 Penalty: 3752.013428
	Iteration 13Q: 3 clusters Score -1.221886e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 102439 members 
Entering Unmasked Estep 
Score: -12219152.000000 Penalty: 3752.013428
	Iteration 14Q: 3 clusters Score -1.221915e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 102621 members 
Entering Unmasked Estep 
Score: -12219304.000000 Penalty: 3752.013428
	Iteration 15Q: 3 clusters Score -1.22193e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 102717 members 
Entering Unmasked Estep 
Score: -12219391.000000 Penalty: 3752.013428
	Iteration 16Q: 3 clusters Score -1.221939e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 102766 members 
Entering Unmasked Estep 
Score: -12219458.000000 Penalty: 3752.013428
	Iteration 17Q: 3 clusters Score -1.221946e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 102799 members 
Entering Unmasked Estep 
Score: -12219485.000000 Penalty: 3752.013428
	Iteration 18Q: 3 clusters Score -1.221948e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 102822 members 
Entering Unmasked Estep 
Score: -12219498.000000 Penalty: 3752.013428
	Iteration 19Q: 3 clusters Score -1.22195e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 102835 members 
Entering Unmasked Estep 
Score: -12219542.000000 Penalty: 3752.013428
	Iteration 20F: 3 clusters Score -1.221954e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 102838 members 
Entering Unmasked Estep 
Score: -12219558.000000 Penalty: 3752.013428
	Iteration 21Q: 3 clusters Score -1.221956e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 102836 members 
Entering Unmasked Estep 
Score: -12219575.000000 Penalty: 3752.013428
	Iteration 22Q: 3 clusters Score -1.221958e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 102837 members 
Entering Unmasked Estep 
Score: -12219606.000000 Penalty: 3752.013428
	Iteration 23Q: 3 clusters Score -1.221961e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 102841 members 
Entering Unmasked Estep 
Score: -12219609.000000 Penalty: 3752.013428
	Iteration 24Q: 3 clusters Score -1.221961e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 102842 members 
Entering Unmasked Estep 
Score: -12219621.000000 Penalty: 3752.013428
	Iteration 25Q: 3 clusters Score -1.221962e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 102844 members 
Entering Unmasked Estep 
Score: -12219607.000000 Penalty: 3752.013428
	Iteration 26Q: 3 clusters Score -1.221961e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 102844 members 
Entering Unmasked Estep 
Score: -12219617.000000 Penalty: 3752.013428
	Iteration 27Q: 3 clusters Score -1.221962e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 102843 members 
Entering Unmasked Estep 
Score: -12219623.000000 Penalty: 3752.013428
	Iteration 28Q: 3 clusters Score -1.221962e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 102842 members 
Entering Unmasked Estep 
Score: -12219622.000000 Penalty: 3752.013428
	Iteration 29Q: 3 clusters Score -1.221962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 102840 members 
Entering Unmasked Estep 
Score: -12219617.000000 Penalty: 3752.013428
	Iteration 30Q: 3 clusters Score -1.221962e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 102839 members 
Entering Unmasked Estep 
Score: -12219617.000000 Penalty: 3752.013428
	Iteration 31Q: 3 clusters Score -1.221962e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 102839 members 
Entering Unmasked Estep 
Score: -12219617.000000 Penalty: 3752.013428
	Iteration 32F: 3 clusters Score -1.221962e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Entering Unmasked Estep 
Score: -396750.312500 Penalty: 1324.122437
	Iteration 0F: 2 clusters Score -396750.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -393762.125000 Penalty: 2648.244873
	Iteration 0F: 3 clusters Score -393762.1 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -394476.968750 Penalty: 2648.244873
	Iteration 1F: 3 clusters Score -394477 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -394633.468750 Penalty: 2648.244873
	Iteration 2F: 3 clusters Score -394633.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -394718.843750 Penalty: 2648.244873
	Iteration 3Q: 3 clusters Score -394718.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -394783.937500 Penalty: 2648.244873
	Iteration 4Q: 3 clusters Score -394783.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -394836.906250 Penalty: 2648.244873
	Iteration 5Q: 3 clusters Score -394836.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -394902.593750 Penalty: 2648.244873
	Iteration 6Q: 3 clusters Score -394902.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -394960.437500 Penalty: 2648.244873
	Iteration 7Q: 3 clusters Score -394960.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -395022.125000 Penalty: 2648.244873
	Iteration 8Q: 3 clusters Score -395022.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -395062.781250 Penalty: 2648.244873
	Iteration 9Q: 3 clusters Score -395062.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -395098.343750 Penalty: 2648.244873
	Iteration 10Q: 3 clusters Score -395098.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -395144.593750 Penalty: 2648.244873
	Iteration 11Q: 3 clusters Score -395144.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -395205.437500 Penalty: 2648.244873
	Iteration 12Q: 3 clusters Score -395205.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -395278.500000 Penalty: 2648.244873
	Iteration 13Q: 3 clusters Score -395278.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -395348.843750 Penalty: 2648.244873
	Iteration 14Q: 3 clusters Score -395348.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -395389.531250 Penalty: 2648.244873
	Iteration 15Q: 3 clusters Score -395389.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -395411.781250 Penalty: 2648.244873
	Iteration 16Q: 3 clusters Score -395411.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -395440.375000 Penalty: 2648.244873
	Iteration 17Q: 3 clusters Score -395440.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -395465.437500 Penalty: 2648.244873
	Iteration 18Q: 3 clusters Score -395465.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -395485.343750 Penalty: 2648.244873
	Iteration 19Q: 3 clusters Score -395485.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -395496.906250 Penalty: 2648.244873
	Iteration 20F: 3 clusters Score -395496.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -395504.562500 Penalty: 2648.244873
	Iteration 21Q: 3 clusters Score -395504.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -395511.625000 Penalty: 2648.244873
	Iteration 22Q: 3 clusters Score -395511.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -395517.031250 Penalty: 2648.244873
	Iteration 23Q: 3 clusters Score -395517 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -395521.156250 Penalty: 2648.244873
	Iteration 24Q: 3 clusters Score -395521.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -395525.093750 Penalty: 2648.244873
	Iteration 25Q: 3 clusters Score -395525.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -395528.343750 Penalty: 2648.244873
	Iteration 26Q: 3 clusters Score -395528.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -395531.375000 Penalty: 2648.244873
	Iteration 27Q: 3 clusters Score -395531.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -395533.187500 Penalty: 2648.244873
	Iteration 28Q: 3 clusters Score -395533.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -395536.218750 Penalty: 2648.244873
	Iteration 29Q: 3 clusters Score -395536.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -395542.812500 Penalty: 2648.244873
	Iteration 30Q: 3 clusters Score -395542.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -395548.406250 Penalty: 2648.244873
	Iteration 31Q: 3 clusters Score -395548.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -395557.750000 Penalty: 2648.244873
	Iteration 32Q: 3 clusters Score -395557.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -395567.562500 Penalty: 2648.244873
	Iteration 33Q: 3 clusters Score -395567.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -395574.500000 Penalty: 2648.244873
	Iteration 34Q: 3 clusters Score -395574.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -395585.437500 Penalty: 2648.244873
	Iteration 35Q: 3 clusters Score -395585.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -395596.062500 Penalty: 2648.244873
	Iteration 36Q: 3 clusters Score -395596.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -395603.843750 Penalty: 2648.244873
	Iteration 37Q: 3 clusters Score -395603.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -395609.781250 Penalty: 2648.244873
	Iteration 38Q: 3 clusters Score -395609.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -395613.093750 Penalty: 2648.244873
	Iteration 39Q: 3 clusters Score -395613.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -395614.250000 Penalty: 2648.244873
	Iteration 40F: 3 clusters Score -395614.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -395618.750000 Penalty: 2648.244873
	Iteration 41Q: 3 clusters Score -395618.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -395621.312500 Penalty: 2648.244873
	Iteration 42Q: 3 clusters Score -395621.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -395623.031250 Penalty: 2648.244873
	Iteration 43Q: 3 clusters Score -395623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -395623.968750 Penalty: 2648.244873
	Iteration 44Q: 3 clusters Score -395624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -395626.468750 Penalty: 2648.244873
	Iteration 45Q: 3 clusters Score -395626.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -395628.750000 Penalty: 2648.244873
	Iteration 46Q: 3 clusters Score -395628.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -395630.312500 Penalty: 2648.244873
	Iteration 47Q: 3 clusters Score -395630.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -395632.937500 Penalty: 2648.244873
	Iteration 48Q: 3 clusters Score -395632.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -395635.031250 Penalty: 2648.244873
	Iteration 49Q: 3 clusters Score -395635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -395636.437500 Penalty: 2648.244873
	Iteration 50Q: 3 clusters Score -395636.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -395638.312500 Penalty: 2648.244873
	Iteration 51Q: 3 clusters Score -395638.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -395639.500000 Penalty: 2648.244873
	Iteration 52Q: 3 clusters Score -395639.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -395640.687500 Penalty: 2648.244873
	Iteration 53Q: 3 clusters Score -395640.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -395643.687500 Penalty: 2648.244873
	Iteration 54Q: 3 clusters Score -395643.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -395645.187500 Penalty: 2648.244873
	Iteration 55Q: 3 clusters Score -395645.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -395646.906250 Penalty: 2648.244873
	Iteration 56Q: 3 clusters Score -395646.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -395647.812500 Penalty: 2648.244873
	Iteration 57Q: 3 clusters Score -395647.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -395648.437500 Penalty: 2648.244873
	Iteration 58Q: 3 clusters Score -395648.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -395648.875000 Penalty: 2648.244873
	Iteration 59Q: 3 clusters Score -395648.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -395648.875000 Penalty: 2648.244873
	Iteration 60F: 3 clusters Score -395648.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Entering Unmasked Estep 
Score: -2200608.250000 Penalty: 1601.758057
	Iteration 0F: 2 clusters Score -2200608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -2187584.750000 Penalty: 3203.516113
	Iteration 0F: 3 clusters Score -2187585 nChanged 8597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -2192164.000000 Penalty: 3203.516113
	Iteration 1F: 3 clusters Score -2192164 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -2192497.750000 Penalty: 3203.516113
	Iteration 2Q: 3 clusters Score -2192498 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -2192829.750000 Penalty: 3203.516113
	Iteration 3Q: 3 clusters Score -2192830 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -2193235.750000 Penalty: 3203.516113
	Iteration 4Q: 3 clusters Score -2193236 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -2193724.000000 Penalty: 3203.516113
	Iteration 5F: 3 clusters Score -2193724 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -2194367.500000 Penalty: 3203.516113
	Iteration 6F: 3 clusters Score -2194368 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -2195241.000000 Penalty: 3203.516113
	Iteration 7F: 3 clusters Score -2195241 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -2196366.000000 Penalty: 3203.516113
	Iteration 8F: 3 clusters Score -2196366 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2197371.250000 Penalty: 3203.516113
	Iteration 9F: 3 clusters Score -2197371 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2198149.500000 Penalty: 3203.516113
	Iteration 10Q: 3 clusters Score -2198150 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2198616.000000 Penalty: 3203.516113
	Iteration 11Q: 3 clusters Score -2198616 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2198882.500000 Penalty: 3203.516113
	Iteration 12Q: 3 clusters Score -2198882 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2199022.000000 Penalty: 3203.516113
	Iteration 13Q: 3 clusters Score -2199022 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2199135.250000 Penalty: 3203.516113
	Iteration 14Q: 3 clusters Score -2199135 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2199186.750000 Penalty: 3203.516113
	Iteration 15Q: 3 clusters Score -2199187 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2199208.000000 Penalty: 3203.516113
	Iteration 16Q: 3 clusters Score -2199208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2199220.250000 Penalty: 3203.516113
	Iteration 17Q: 3 clusters Score -2199220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2199224.250000 Penalty: 3203.516113
	Iteration 18Q: 3 clusters Score -2199224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2199228.000000 Penalty: 3203.516113
	Iteration 19Q: 3 clusters Score -2199228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2199231.500000 Penalty: 3203.516113
	Iteration 20F: 3 clusters Score -2199232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -47670.097656 Penalty: 1026.539307
	Iteration 0F: 2 clusters Score -47670.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -46607.828125 Penalty: 2053.078613
	Iteration 0F: 3 clusters Score -46607.83 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -46888.652344 Penalty: 2053.078613
	Iteration 1F: 3 clusters Score -46888.65 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47007.320312 Penalty: 2053.078613
	Iteration 2F: 3 clusters Score -47007.32 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -47117.621094 Penalty: 2053.078613
	Iteration 3F: 3 clusters Score -47117.62 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -47214.839844 Penalty: 2053.078613
	Iteration 4F: 3 clusters Score -47214.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -47309.804688 Penalty: 2053.078613
	Iteration 5Q: 3 clusters Score -47309.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -47394.980469 Penalty: 2053.078613
	Iteration 6Q: 3 clusters Score -47394.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -47420.972656 Penalty: 2053.078613
	Iteration 7Q: 3 clusters Score -47420.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -47460.062500 Penalty: 2053.078613
	Iteration 8Q: 3 clusters Score -47460.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -47499.601562 Penalty: 2053.078613
	Iteration 9Q: 3 clusters Score -47499.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -47517.667969 Penalty: 2053.078613
	Iteration 10Q: 3 clusters Score -47517.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -47531.933594 Penalty: 2053.078613
	Iteration 11Q: 3 clusters Score -47531.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -47538.625000 Penalty: 2053.078613
	Iteration 12Q: 3 clusters Score -47538.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -47552.289062 Penalty: 2053.078613
	Iteration 13Q: 3 clusters Score -47552.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -47552.937500 Penalty: 2053.078613
	Iteration 14Q: 3 clusters Score -47552.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -47552.937500 Penalty: 2053.078613
	Iteration 15F: 3 clusters Score -47552.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Entering Unmasked Estep 
Score: -42631.757812 Penalty: 993.832458
	Iteration 0F: 2 clusters Score -42631.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -41625.574219 Penalty: 1987.664917
	Iteration 0F: 3 clusters Score -41625.57 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -41802.015625 Penalty: 1987.664917
	Iteration 1F: 3 clusters Score -41802.02 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -41867.757812 Penalty: 1987.664917
	Iteration 2F: 3 clusters Score -41867.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -41902.132812 Penalty: 1987.664917
	Iteration 3Q: 3 clusters Score -41902.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -41924.039062 Penalty: 1987.664917
	Iteration 4Q: 3 clusters Score -41924.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -41938.941406 Penalty: 1987.664917
	Iteration 5Q: 3 clusters Score -41938.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -41949.773438 Penalty: 1987.664917
	Iteration 6Q: 3 clusters Score -41949.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -41952.882812 Penalty: 1987.664917
	Iteration 7Q: 3 clusters Score -41952.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -41952.882812 Penalty: 1987.664917
	Iteration 8F: 3 clusters Score -41952.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (88614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88614 members 
Entering Unmasked Estep 
Score: -10072057.000000 Penalty: 1851.207275
	Iteration 0F: 2 clusters Score -1.007206e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44522 members 
Mstep: Class 2 contains 44092 members 
Entering Unmasked Estep 
Score: -10012820.000000 Penalty: 3702.414551
	Iteration 0F: 3 clusters Score -1.001282e+07 nChanged 42261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46233 members 
Mstep: Class 2 contains 42381 members 
Entering Unmasked Estep 
Score: -10037634.000000 Penalty: 3702.414551
	Iteration 1F: 3 clusters Score -1.003763e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47491 members 
Mstep: Class 2 contains 41123 members 
Entering Unmasked Estep 
Score: -10038670.000000 Penalty: 3702.414551
	Iteration 2Q: 3 clusters Score -1.003867e+07 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49409 members 
Mstep: Class 2 contains 39205 members 
Entering Unmasked Estep 
Score: -10040174.000000 Penalty: 3702.414551
	Iteration 3Q: 3 clusters Score -1.004017e+07 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52178 members 
Mstep: Class 2 contains 36436 members 
Entering Unmasked Estep 
Score: -10042351.000000 Penalty: 3702.414551
	Iteration 4Q: 3 clusters Score -1.004235e+07 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56075 members 
Mstep: Class 2 contains 32539 members 
Entering Unmasked Estep 
Score: -10045312.000000 Penalty: 3702.414551
	Iteration 5F: 3 clusters Score -1.004531e+07 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60957 members 
Mstep: Class 2 contains 27657 members 
Entering Unmasked Estep 
Score: -10048991.000000 Penalty: 3702.414551
	Iteration 6F: 3 clusters Score -1.004899e+07 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66379 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -10053151.000000 Penalty: 3702.414551
	Iteration 7F: 3 clusters Score -1.005315e+07 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71949 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -10057349.000000 Penalty: 3702.414551
	Iteration 8F: 3 clusters Score -1.005735e+07 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77152 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -10061618.000000 Penalty: 3702.414551
	Iteration 9F: 3 clusters Score -1.006162e+07 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81505 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -10065348.000000 Penalty: 3702.414551
	Iteration 10Q: 3 clusters Score -1.006535e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84522 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -10067924.000000 Penalty: 3702.414551
	Iteration 11Q: 3 clusters Score -1.006792e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86209 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -10069314.000000 Penalty: 3702.414551
	Iteration 12Q: 3 clusters Score -1.006931e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87018 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -10070008.000000 Penalty: 3702.414551
	Iteration 13Q: 3 clusters Score -1.007001e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87352 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -10070260.000000 Penalty: 3702.414551
	Iteration 14Q: 3 clusters Score -1.007026e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87539 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -10070421.000000 Penalty: 3702.414551
	Iteration 15Q: 3 clusters Score -1.007042e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87637 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -10070468.000000 Penalty: 3702.414551
	Iteration 16Q: 3 clusters Score -1.007047e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87714 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -10070523.000000 Penalty: 3702.414551
	Iteration 17Q: 3 clusters Score -1.007052e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87767 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -10070554.000000 Penalty: 3702.414551
	Iteration 18Q: 3 clusters Score -1.007055e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87806 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -10070587.000000 Penalty: 3702.414551
	Iteration 19Q: 3 clusters Score -1.007059e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87833 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -10070601.000000 Penalty: 3702.414551
	Iteration 20F: 3 clusters Score -1.00706e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87848 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -10070617.000000 Penalty: 3702.414551
	Iteration 21Q: 3 clusters Score -1.007062e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87860 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -10070626.000000 Penalty: 3702.414551
	Iteration 22Q: 3 clusters Score -1.007063e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87869 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -10070630.000000 Penalty: 3702.414551
	Iteration 23Q: 3 clusters Score -1.007063e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87876 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -10070644.000000 Penalty: 3702.414551
	Iteration 24Q: 3 clusters Score -1.007064e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87877 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -10070647.000000 Penalty: 3702.414551
	Iteration 25Q: 3 clusters Score -1.007065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87878 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -10070647.000000 Penalty: 3702.414551
	Iteration 26Q: 3 clusters Score -1.007065e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87878 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -10070640.000000 Penalty: 3702.414551
	Iteration 27Q: 3 clusters Score -1.007064e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87878 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -10070639.000000 Penalty: 3702.414551
	Iteration 28Q: 3 clusters Score -1.007064e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87879 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -10070635.000000 Penalty: 3702.414551
	Iteration 29Q: 3 clusters Score -1.007064e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87880 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -10070641.000000 Penalty: 3702.414551
	Iteration 30Q: 3 clusters Score -1.007064e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87880 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -10070641.000000 Penalty: 3702.414551
	Iteration 31F: 3 clusters Score -1.007064e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -13386.933594 Penalty: 891.952393
	Iteration 0F: 2 clusters Score -13386.93 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 123 members 
Entering Unmasked Estep 
Score: -12731.034180 Penalty: 1783.904785
	Iteration 0F: 3 clusters Score -12731.03 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -13034.703125 Penalty: 1783.904785
	Iteration 1F: 3 clusters Score -13034.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -13196.464844 Penalty: 1783.904785
	Iteration 2F: 3 clusters Score -13196.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -13333.208008 Penalty: 1783.904785
	Iteration 3Q: 3 clusters Score -13333.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -13372.175781 Penalty: 1783.904785
	Iteration 4Q: 3 clusters Score -13372.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -13377.137695 Penalty: 1783.904785
	Iteration 5Q: 3 clusters Score -13377.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -13379.136719 Penalty: 1783.904785
	Iteration 6Q: 3 clusters Score -13379.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -13380.500000 Penalty: 1783.904785
	Iteration 7Q: 3 clusters Score -13380.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -13385.016602 Penalty: 1783.904785
	Iteration 8F: 3 clusters Score -13385.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -13420.224609 Penalty: 1783.904785
	Iteration 9Q: 3 clusters Score -13420.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -13420.224609 Penalty: 1783.904785
	Iteration 10F: 3 clusters Score -13420.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 103224 members 
Mstep: Class 3 contains 3458 members 
Mstep: Class 4 contains 19091 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 88614 members 
Mstep: Class 8 contains 168 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192066 members 
Mstep: Class 11 contains 9890 members 
Mstep: Class 12 contains 29554 members 
Mstep: Class 13 contains 36552 members 
Mstep: Class 14 contains 10348 members 
Mstep: Class 15 contains 4368 members 
Mstep: Class 16 contains 114889 members 
Mstep: Class 17 contains 10270 members 
Mstep: Class 18 contains 8945 members 
Mstep: Class 19 contains 22864 members 
Mstep: Class 20 contains 1463 members 
Mstep: Class 21 contains 31659 members 
Mstep: Class 22 contains 24309 members 
Mstep: Class 23 contains 7146 members 
Mstep: Class 24 contains 13768 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12790 members 
Mstep: Class 29 contains 30206 members 
Mstep: Class 30 contains 3848 members 
Mstep: Class 31 contains 9683 members 
Mstep: Class 32 contains 7522 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82784 members 
Mstep: Class 35 contains 77291 members 
Mstep: Class 36 contains 8355 members 
Mstep: Class 37 contains 9024 members 
Mstep: Class 38 contains 79612 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 17929 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 59438 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5692 members 
Mstep: Class 48 contains 86189 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 92932 members 
Mstep: Class 51 contains 32173 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 118596 members 
Mstep: Class 54 contains 43492 members 
Mstep: Class 55 contains 108626 members 
Mstep: Class 56 contains 95727 members 
Mstep: Class 57 contains 74 members 
Entering Unmasked Estep 
Score: -194707280.000000 Penalty: 133004.953125
Splitting cluster 8 changes total score from -194708560.000000 to -194707280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (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: -13744.530273 Penalty: 921.915039
	Iteration 0F: 2 clusters Score -13744.53 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 151 members 
Entering Unmasked Estep 
Score: -13043.427734 Penalty: 1843.830078
	Iteration 0F: 3 clusters Score -13043.43 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -13317.783203 Penalty: 1843.830078
	Iteration 1F: 3 clusters Score -13317.78 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -13619.828125 Penalty: 1843.830078
	Iteration 2F: 3 clusters Score -13619.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -13739.589844 Penalty: 1843.830078
	Iteration 3F: 3 clusters Score -13739.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -13796.566406 Penalty: 1843.830078
	Iteration 4Q: 3 clusters Score -13796.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -13822.946289 Penalty: 1843.830078
	Iteration 5Q: 3 clusters Score -13822.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -13826.718750 Penalty: 1843.830078
	Iteration 6Q: 3 clusters Score -13826.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -13826.718750 Penalty: 1843.830078
	Iteration 7F: 3 clusters Score -13826.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 103224 members 
Mstep: Class 3 contains 3458 members 
Mstep: Class 4 contains 19091 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 88614 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 87 members 
Mstep: Class 10 contains 192066 members 
Mstep: Class 11 contains 9890 members 
Mstep: Class 12 contains 29554 members 
Mstep: Class 13 contains 36552 members 
Mstep: Class 14 contains 10348 members 
Mstep: Class 15 contains 4368 members 
Mstep: Class 16 contains 114889 members 
Mstep: Class 17 contains 10270 members 
Mstep: Class 18 contains 8945 members 
Mstep: Class 19 contains 22864 members 
Mstep: Class 20 contains 1463 members 
Mstep: Class 21 contains 31659 members 
Mstep: Class 22 contains 24309 members 
Mstep: Class 23 contains 7146 members 
Mstep: Class 24 contains 13768 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12790 members 
Mstep: Class 29 contains 30206 members 
Mstep: Class 30 contains 3848 members 
Mstep: Class 31 contains 9683 members 
Mstep: Class 32 contains 7522 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82784 members 
Mstep: Class 35 contains 77291 members 
Mstep: Class 36 contains 8355 members 
Mstep: Class 37 contains 9024 members 
Mstep: Class 38 contains 79612 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 17929 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 59438 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5692 members 
Mstep: Class 48 contains 86189 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 92932 members 
Mstep: Class 51 contains 32173 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 118596 members 
Mstep: Class 54 contains 43492 members 
Mstep: Class 55 contains 108626 members 
Mstep: Class 56 contains 95727 members 
Mstep: Class 57 contains 204 members 
Entering Unmasked Estep 
Score: -194707376.000000 Penalty: 133004.953125
Splitting cluster 9 changes total score from -194708560.000000 to -194707376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (192066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192066 members 
Entering Unmasked Estep 
Score: -22027544.000000 Penalty: 1976.909058
	Iteration 0F: 2 clusters Score -2.202754e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96346 members 
Mstep: Class 2 contains 95720 members 
Entering Unmasked Estep 
Score: -21919450.000000 Penalty: 3953.818115
	Iteration 0F: 3 clusters Score -2.191945e+07 nChanged 93238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103316 members 
Mstep: Class 2 contains 88750 members 
Entering Unmasked Estep 
Score: -21975114.000000 Penalty: 3953.818115
	Iteration 1F: 3 clusters Score -2.197511e+07 nChanged 6922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107848 members 
Mstep: Class 2 contains 84218 members 
Entering Unmasked Estep 
Score: -21976878.000000 Penalty: 3953.818115
	Iteration 2Q: 3 clusters Score -2.197688e+07 nChanged 8469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114615 members 
Mstep: Class 2 contains 77451 members 
Entering Unmasked Estep 
Score: -21979746.000000 Penalty: 3953.818115
	Iteration 3Q: 3 clusters Score -2.197975e+07 nChanged 10680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124127 members 
Mstep: Class 2 contains 67939 members 
Entering Unmasked Estep 
Score: -21984740.000000 Penalty: 3953.818115
	Iteration 4F: 3 clusters Score -2.198474e+07 nChanged 12970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136337 members 
Mstep: Class 2 contains 55729 members 
Entering Unmasked Estep 
Score: -21992106.000000 Penalty: 3953.818115
	Iteration 5F: 3 clusters Score -2.199211e+07 nChanged 14290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150041 members 
Mstep: Class 2 contains 42025 members 
Entering Unmasked Estep 
Score: -22001728.000000 Penalty: 3953.818115
	Iteration 6F: 3 clusters Score -2.200173e+07 nChanged 13693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163344 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -22011218.000000 Penalty: 3953.818115
	Iteration 7F: 3 clusters Score -2.201122e+07 nChanged 10345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173461 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -22016916.000000 Penalty: 3953.818115
	Iteration 8F: 3 clusters Score -2.201692e+07 nChanged 6474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179729 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -22019870.000000 Penalty: 3953.818115
	Iteration 9Q: 3 clusters Score -2.201987e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183297 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -22022452.000000 Penalty: 3953.818115
	Iteration 10Q: 3 clusters Score -2.202245e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185580 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -22024000.000000 Penalty: 3953.818115
	Iteration 11Q: 3 clusters Score -2.2024e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187079 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -22024754.000000 Penalty: 3953.818115
	Iteration 12Q: 3 clusters Score -2.202475e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188182 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -22025104.000000 Penalty: 3953.818115
	Iteration 13Q: 3 clusters Score -2.20251e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188987 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -22025272.000000 Penalty: 3953.818115
	Iteration 14Q: 3 clusters Score -2.202527e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189589 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -22025502.000000 Penalty: 3953.818115
	Iteration 15Q: 3 clusters Score -2.20255e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190042 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -22025630.000000 Penalty: 3953.818115
	Iteration 16Q: 3 clusters Score -2.202563e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190374 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -22025768.000000 Penalty: 3953.818115
	Iteration 17Q: 3 clusters Score -2.202577e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190599 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -22025776.000000 Penalty: 3953.818115
	Iteration 18Q: 3 clusters Score -2.202578e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190784 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -22025870.000000 Penalty: 3953.818115
	Iteration 19Q: 3 clusters Score -2.202587e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190952 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -22025860.000000 Penalty: 3953.818115
	Iteration 20F: 3 clusters Score -2.202586e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191075 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -22025888.000000 Penalty: 3953.818115
	Iteration 21Q: 3 clusters Score -2.202589e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191168 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -22025890.000000 Penalty: 3953.818115
	Iteration 22Q: 3 clusters Score -2.202589e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191226 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -22025930.000000 Penalty: 3953.818115
	Iteration 23Q: 3 clusters Score -2.202593e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191279 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -22025946.000000 Penalty: 3953.818115
	Iteration 24Q: 3 clusters Score -2.202595e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191325 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -22025950.000000 Penalty: 3953.818115
	Iteration 25Q: 3 clusters Score -2.202595e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191355 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -22025972.000000 Penalty: 3953.818115
	Iteration 26Q: 3 clusters Score -2.202597e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191383 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -22025986.000000 Penalty: 3953.818115
	Iteration 27Q: 3 clusters Score -2.202599e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191410 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -22025994.000000 Penalty: 3953.818115
	Iteration 28Q: 3 clusters Score -2.202599e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191434 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -22026008.000000 Penalty: 3953.818115
	Iteration 29Q: 3 clusters Score -2.202601e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191451 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -22026002.000000 Penalty: 3953.818115
	Iteration 30Q: 3 clusters Score -2.2026e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191469 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -22026000.000000 Penalty: 3953.818115
	Iteration 31Q: 3 clusters Score -2.2026e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191487 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -22025992.000000 Penalty: 3953.818115
	Iteration 32Q: 3 clusters Score -2.202599e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191502 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -22025980.000000 Penalty: 3953.818115
	Iteration 33Q: 3 clusters Score -2.202598e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191516 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -22025970.000000 Penalty: 3953.818115
	Iteration 34Q: 3 clusters Score -2.202597e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191525 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -22025970.000000 Penalty: 3953.818115
	Iteration 35Q: 3 clusters Score -2.202597e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191531 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -22025992.000000 Penalty: 3953.818115
	Iteration 36Q: 3 clusters Score -2.202599e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191534 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -22025970.000000 Penalty: 3953.818115
	Iteration 37Q: 3 clusters Score -2.202597e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191535 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -22025978.000000 Penalty: 3953.818115
	Iteration 38Q: 3 clusters Score -2.202598e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191535 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -22025982.000000 Penalty: 3953.818115
	Iteration 39Q: 3 clusters Score -2.202598e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191536 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -22025992.000000 Penalty: 3953.818115
	Iteration 40F: 3 clusters Score -2.202599e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191535 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -22025996.000000 Penalty: 3953.818115
	Iteration 41Q: 3 clusters Score -2.2026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191535 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -22026000.000000 Penalty: 3953.818115
	Iteration 42Q: 3 clusters Score -2.2026e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191534 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -22026004.000000 Penalty: 3953.818115
	Iteration 43Q: 3 clusters Score -2.2026e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191533 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -22026002.000000 Penalty: 3953.818115
	Iteration 44Q: 3 clusters Score -2.2026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191531 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -22026002.000000 Penalty: 3953.818115
	Iteration 45Q: 3 clusters Score -2.2026e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191533 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -22026008.000000 Penalty: 3953.818115
	Iteration 46Q: 3 clusters Score -2.202601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191535 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -22026012.000000 Penalty: 3953.818115
	Iteration 47Q: 3 clusters Score -2.202601e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191535 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -22026018.000000 Penalty: 3953.818115
	Iteration 48Q: 3 clusters Score -2.202602e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191533 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -22026020.000000 Penalty: 3953.818115
	Iteration 49Q: 3 clusters Score -2.202602e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191532 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -22026020.000000 Penalty: 3953.818115
	Iteration 50Q: 3 clusters Score -2.202602e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191532 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -22026020.000000 Penalty: 3953.818115
	Iteration 51F: 3 clusters Score -2.202602e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Entering Unmasked Estep 
Score: -1151673.500000 Penalty: 1494.882935
	Iteration 0F: 2 clusters Score -1151674 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 5004 members 
Entering Unmasked Estep 
Score: -1144588.250000 Penalty: 2989.765869
	Iteration 0F: 3 clusters Score -1144588 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1146971.375000 Penalty: 2989.765869
	Iteration 1F: 3 clusters Score -1146971 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1147267.125000 Penalty: 2989.765869
	Iteration 2F: 3 clusters Score -1147267 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1147523.375000 Penalty: 2989.765869
	Iteration 3Q: 3 clusters Score -1147523 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1147772.750000 Penalty: 2989.765869
	Iteration 4Q: 3 clusters Score -1147773 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1148018.125000 Penalty: 2989.765869
	Iteration 5Q: 3 clusters Score -1148018 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1148293.750000 Penalty: 2989.765869
	Iteration 6Q: 3 clusters Score -1148294 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1148593.500000 Penalty: 2989.765869
	Iteration 7Q: 3 clusters Score -1148594 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1148884.625000 Penalty: 2989.765869
	Iteration 8Q: 3 clusters Score -1148885 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1149183.750000 Penalty: 2989.765869
	Iteration 9Q: 3 clusters Score -1149184 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1149496.000000 Penalty: 2989.765869
	Iteration 10Q: 3 clusters Score -1149496 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1149780.625000 Penalty: 2989.765869
	Iteration 11Q: 3 clusters Score -1149781 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1150004.625000 Penalty: 2989.765869
	Iteration 12Q: 3 clusters Score -1150005 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1150185.875000 Penalty: 2989.765869
	Iteration 13Q: 3 clusters Score -1150186 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1150318.125000 Penalty: 2989.765869
	Iteration 14Q: 3 clusters Score -1150318 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1150405.875000 Penalty: 2989.765869
	Iteration 15Q: 3 clusters Score -1150406 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1150469.125000 Penalty: 2989.765869
	Iteration 16Q: 3 clusters Score -1150469 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1150495.750000 Penalty: 2989.765869
	Iteration 17Q: 3 clusters Score -1150496 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1150508.750000 Penalty: 2989.765869
	Iteration 18Q: 3 clusters Score -1150509 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1150517.375000 Penalty: 2989.765869
	Iteration 19Q: 3 clusters Score -1150517 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1150518.125000 Penalty: 2989.765869
	Iteration 20F: 3 clusters Score -1150518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1150521.375000 Penalty: 2989.765869
	Iteration 21Q: 3 clusters Score -1150521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1150520.500000 Penalty: 2989.765869
	Iteration 22Q: 3 clusters Score -1150520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1150521.375000 Penalty: 2989.765869
	Iteration 23Q: 3 clusters Score -1150521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1150522.250000 Penalty: 2989.765869
	Iteration 24Q: 3 clusters Score -1150522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1150521.875000 Penalty: 2989.765869
	Iteration 25Q: 3 clusters Score -1150522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1150522.625000 Penalty: 2989.765869
	Iteration 26Q: 3 clusters Score -1150523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1150522.000000 Penalty: 2989.765869
	Iteration 27Q: 3 clusters Score -1150522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1150523.625000 Penalty: 2989.765869
	Iteration 28Q: 3 clusters Score -1150524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1150523.625000 Penalty: 2989.765869
	Iteration 29F: 3 clusters Score -1150524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (29554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29554 members 
Entering Unmasked Estep 
Score: -3245984.000000 Penalty: 1672.770752
	Iteration 0F: 2 clusters Score -3245984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -3226085.250000 Penalty: 3345.541504
	Iteration 0F: 3 clusters Score -3226085 nChanged 13584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -3233496.000000 Penalty: 3345.541504
	Iteration 1F: 3 clusters Score -3233496 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -3233923.500000 Penalty: 3345.541504
	Iteration 2Q: 3 clusters Score -3233924 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -3234354.500000 Penalty: 3345.541504
	Iteration 3Q: 3 clusters Score -3234354 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -3234870.000000 Penalty: 3345.541504
	Iteration 4Q: 3 clusters Score -3234870 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -3235423.250000 Penalty: 3345.541504
	Iteration 5Q: 3 clusters Score -3235423 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -3236171.750000 Penalty: 3345.541504
	Iteration 6Q: 3 clusters Score -3236172 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -3237088.750000 Penalty: 3345.541504
	Iteration 7F: 3 clusters Score -3237089 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -3238299.500000 Penalty: 3345.541504
	Iteration 8F: 3 clusters Score -3238300 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -3239783.500000 Penalty: 3345.541504
	Iteration 9F: 3 clusters Score -3239784 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -3241275.250000 Penalty: 3345.541504
	Iteration 10F: 3 clusters Score -3241275 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -3242582.500000 Penalty: 3345.541504
	Iteration 11Q: 3 clusters Score -3242582 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
Score: -3243542.500000 Penalty: 3345.541504
	Iteration 12Q: 3 clusters Score -3243542 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -3244109.250000 Penalty: 3345.541504
	Iteration 13Q: 3 clusters Score -3244109 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -3244462.500000 Penalty: 3345.541504
	Iteration 14Q: 3 clusters Score -3244462 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 28576 members 
Entering Unmasked Estep 
Score: -3244631.250000 Penalty: 3345.541504
	Iteration 15Q: 3 clusters Score -3244631 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -3244728.500000 Penalty: 3345.541504
	Iteration 16Q: 3 clusters Score -3244728 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 28763 members 
Entering Unmasked Estep 
Score: -3244795.000000 Penalty: 3345.541504
	Iteration 17Q: 3 clusters Score -3244795 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 28803 members 
Entering Unmasked Estep 
Score: -3244824.500000 Penalty: 3345.541504
	Iteration 18Q: 3 clusters Score -3244824 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -3244849.500000 Penalty: 3345.541504
	Iteration 19Q: 3 clusters Score -3244850 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -3244850.750000 Penalty: 3345.541504
	Iteration 20F: 3 clusters Score -3244851 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 28862 members 
Entering Unmasked Estep 
Score: -3244861.750000 Penalty: 3345.541504
	Iteration 21Q: 3 clusters Score -3244862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 28869 members 
Entering Unmasked Estep 
Score: -3244866.750000 Penalty: 3345.541504
	Iteration 22Q: 3 clusters Score -3244867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 28876 members 
Entering Unmasked Estep 
Score: -3244873.750000 Penalty: 3345.541504
	Iteration 23Q: 3 clusters Score -3244874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 28879 members 
Entering Unmasked Estep 
Score: -3244876.000000 Penalty: 3345.541504
	Iteration 24Q: 3 clusters Score -3244876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -3244877.500000 Penalty: 3345.541504
	Iteration 25Q: 3 clusters Score -3244878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -3244880.750000 Penalty: 3345.541504
	Iteration 26Q: 3 clusters Score -3244881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -3244887.250000 Penalty: 3345.541504
	Iteration 27Q: 3 clusters Score -3244887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -3244890.750000 Penalty: 3345.541504
	Iteration 28Q: 3 clusters Score -3244891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
Score: -3244891.750000 Penalty: 3345.541504
	Iteration 29Q: 3 clusters Score -3244892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -3244891.750000 Penalty: 3345.541504
	Iteration 30Q: 3 clusters Score -3244892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -3244895.250000 Penalty: 3345.541504
	Iteration 31Q: 3 clusters Score -3244895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
Score: -3244894.000000 Penalty: 3345.541504
	Iteration 32Q: 3 clusters Score -3244894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -3244897.500000 Penalty: 3345.541504
	Iteration 33Q: 3 clusters Score -3244898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -3244905.500000 Penalty: 3345.541504
	Iteration 34Q: 3 clusters Score -3244906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
Score: -3244908.250000 Penalty: 3345.541504
	Iteration 35Q: 3 clusters Score -3244908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
Score: -3244907.500000 Penalty: 3345.541504
	Iteration 36Q: 3 clusters Score -3244908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 28931 members 
Entering Unmasked Estep 
Score: -3244907.500000 Penalty: 3345.541504
	Iteration 37Q: 3 clusters Score -3244908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 28932 members 
Entering Unmasked Estep 
Score: -3244907.750000 Penalty: 3345.541504
	Iteration 38Q: 3 clusters Score -3244908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 28932 members 
Entering Unmasked Estep 
Score: -3244907.750000 Penalty: 3345.541504
	Iteration 39F: 3 clusters Score -3244908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (36552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36552 members 
Entering Unmasked Estep 
Score: -4027562.500000 Penalty: 1707.304688
	Iteration 0F: 2 clusters Score -4027562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -4002929.250000 Penalty: 3414.609375
	Iteration 0F: 3 clusters Score -4002929 nChanged 17075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -4012751.500000 Penalty: 3414.609375
	Iteration 1F: 3 clusters Score -4012752 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -4013382.500000 Penalty: 3414.609375
	Iteration 2Q: 3 clusters Score -4013382 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -4014281.000000 Penalty: 3414.609375
	Iteration 3Q: 3 clusters Score -4014281 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -4015526.000000 Penalty: 3414.609375
	Iteration 4F: 3 clusters Score -4015526 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -4017104.250000 Penalty: 3414.609375
	Iteration 5F: 3 clusters Score -4017104 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -4018877.000000 Penalty: 3414.609375
	Iteration 6F: 3 clusters Score -4018877 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -4020517.250000 Penalty: 3414.609375
	Iteration 7F: 3 clusters Score -4020517 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -4021766.000000 Penalty: 3414.609375
	Iteration 8Q: 3 clusters Score -4021766 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -4022662.750000 Penalty: 3414.609375
	Iteration 9Q: 3 clusters Score -4022663 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -4023283.250000 Penalty: 3414.609375
	Iteration 10Q: 3 clusters Score -4023283 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -4023758.250000 Penalty: 3414.609375
	Iteration 11Q: 3 clusters Score -4023758 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32656 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -4024168.000000 Penalty: 3414.609375
	Iteration 12Q: 3 clusters Score -4024168 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33297 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -4024544.500000 Penalty: 3414.609375
	Iteration 13Q: 3 clusters Score -4024544 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33857 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -4024864.000000 Penalty: 3414.609375
	Iteration 14Q: 3 clusters Score -4024864 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -4025143.750000 Penalty: 3414.609375
	Iteration 15Q: 3 clusters Score -4025144 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34690 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -4025344.500000 Penalty: 3414.609375
	Iteration 16Q: 3 clusters Score -4025344 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34971 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -4025511.250000 Penalty: 3414.609375
	Iteration 17Q: 3 clusters Score -4025511 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -4025628.000000 Penalty: 3414.609375
	Iteration 18Q: 3 clusters Score -4025628 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35378 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -4025726.250000 Penalty: 3414.609375
	Iteration 19Q: 3 clusters Score -4025726 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35527 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -4025815.750000 Penalty: 3414.609375
	Iteration 20F: 3 clusters Score -4025816 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35653 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -4025903.750000 Penalty: 3414.609375
	Iteration 21Q: 3 clusters Score -4025904 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35754 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4025957.500000 Penalty: 3414.609375
	Iteration 22Q: 3 clusters Score -4025958 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35828 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -4026014.750000 Penalty: 3414.609375
	Iteration 23Q: 3 clusters Score -4026015 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35875 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4026041.500000 Penalty: 3414.609375
	Iteration 24Q: 3 clusters Score -4026042 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35901 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -4026053.250000 Penalty: 3414.609375
	Iteration 25Q: 3 clusters Score -4026053 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4026076.250000 Penalty: 3414.609375
	Iteration 26Q: 3 clusters Score -4026076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35940 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4026089.750000 Penalty: 3414.609375
	Iteration 27Q: 3 clusters Score -4026090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35952 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4026103.250000 Penalty: 3414.609375
	Iteration 28Q: 3 clusters Score -4026103 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35965 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -4026116.500000 Penalty: 3414.609375
	Iteration 29Q: 3 clusters Score -4026116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -4026127.500000 Penalty: 3414.609375
	Iteration 30Q: 3 clusters Score -4026128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35981 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -4026126.750000 Penalty: 3414.609375
	Iteration 31Q: 3 clusters Score -4026127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35985 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -4026125.250000 Penalty: 3414.609375
	Iteration 32Q: 3 clusters Score -4026125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35989 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4026130.500000 Penalty: 3414.609375
	Iteration 33Q: 3 clusters Score -4026130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35995 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4026128.500000 Penalty: 3414.609375
	Iteration 34Q: 3 clusters Score -4026128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36001 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -4026134.500000 Penalty: 3414.609375
	Iteration 35Q: 3 clusters Score -4026134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36005 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4026135.500000 Penalty: 3414.609375
	Iteration 36Q: 3 clusters Score -4026136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36007 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -4026139.500000 Penalty: 3414.609375
	Iteration 37Q: 3 clusters Score -4026140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36010 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -4026135.250000 Penalty: 3414.609375
	Iteration 38Q: 3 clusters Score -4026135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36011 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4026134.000000 Penalty: 3414.609375
	Iteration 39Q: 3 clusters Score -4026134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36013 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4026140.000000 Penalty: 3414.609375
	Iteration 40F: 3 clusters Score -4026140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36015 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -4026139.250000 Penalty: 3414.609375
	Iteration 41Q: 3 clusters Score -4026139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36019 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -4026146.750000 Penalty: 3414.609375
	Iteration 42Q: 3 clusters Score -4026147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36026 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -4026152.000000 Penalty: 3414.609375
	Iteration 43Q: 3 clusters Score -4026152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36027 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4026151.000000 Penalty: 3414.609375
	Iteration 44Q: 3 clusters Score -4026151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36034 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -4026156.250000 Penalty: 3414.609375
	Iteration 45Q: 3 clusters Score -4026156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -4026157.500000 Penalty: 3414.609375
	Iteration 46Q: 3 clusters Score -4026158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4026166.500000 Penalty: 3414.609375
	Iteration 47Q: 3 clusters Score -4026166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4026165.750000 Penalty: 3414.609375
	Iteration 48Q: 3 clusters Score -4026166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -4026171.250000 Penalty: 3414.609375
	Iteration 49Q: 3 clusters Score -4026171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4026175.000000 Penalty: 3414.609375
	Iteration 50Q: 3 clusters Score -4026175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36067 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -4026175.750000 Penalty: 3414.609375
	Iteration 51Q: 3 clusters Score -4026176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36074 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -4026185.250000 Penalty: 3414.609375
	Iteration 52Q: 3 clusters Score -4026185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36078 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -4026190.500000 Penalty: 3414.609375
	Iteration 53Q: 3 clusters Score -4026190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36083 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -4026189.500000 Penalty: 3414.609375
	Iteration 54Q: 3 clusters Score -4026190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36086 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4026186.250000 Penalty: 3414.609375
	Iteration 55Q: 3 clusters Score -4026186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36088 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -4026190.750000 Penalty: 3414.609375
	Iteration 56Q: 3 clusters Score -4026191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36090 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -4026189.750000 Penalty: 3414.609375
	Iteration 57Q: 3 clusters Score -4026190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -4026190.750000 Penalty: 3414.609375
	Iteration 58Q: 3 clusters Score -4026191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36092 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4026192.250000 Penalty: 3414.609375
	Iteration 59Q: 3 clusters Score -4026192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36092 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4026192.250000 Penalty: 3414.609375
	Iteration 60F: 3 clusters Score -4026192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Entering Unmasked Estep 
Score: -1196675.750000 Penalty: 1502.239136
	Iteration 0F: 2 clusters Score -1196676 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 5231 members 
Entering Unmasked Estep 
Score: -1189327.750000 Penalty: 3004.478271
	Iteration 0F: 3 clusters Score -1189328 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1191657.000000 Penalty: 3004.478271
	Iteration 1F: 3 clusters Score -1191657 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1191906.250000 Penalty: 3004.478271
	Iteration 2F: 3 clusters Score -1191906 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1192110.500000 Penalty: 3004.478271
	Iteration 3Q: 3 clusters Score -1192110 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1192290.125000 Penalty: 3004.478271
	Iteration 4Q: 3 clusters Score -1192290 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1192513.375000 Penalty: 3004.478271
	Iteration 5Q: 3 clusters Score -1192513 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1192767.125000 Penalty: 3004.478271
	Iteration 6Q: 3 clusters Score -1192767 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1193035.000000 Penalty: 3004.478271
	Iteration 7Q: 3 clusters Score -1193035 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1193302.875000 Penalty: 3004.478271
	Iteration 8Q: 3 clusters Score -1193303 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1193608.625000 Penalty: 3004.478271
	Iteration 9Q: 3 clusters Score -1193609 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1193892.625000 Penalty: 3004.478271
	Iteration 10Q: 3 clusters Score -1193893 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1194157.375000 Penalty: 3004.478271
	Iteration 11Q: 3 clusters Score -1194157 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1194357.375000 Penalty: 3004.478271
	Iteration 12Q: 3 clusters Score -1194357 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1194480.125000 Penalty: 3004.478271
	Iteration 13Q: 3 clusters Score -1194480 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1194561.750000 Penalty: 3004.478271
	Iteration 14Q: 3 clusters Score -1194562 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1194619.625000 Penalty: 3004.478271
	Iteration 15Q: 3 clusters Score -1194620 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1194649.625000 Penalty: 3004.478271
	Iteration 16Q: 3 clusters Score -1194650 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1194677.500000 Penalty: 3004.478271
	Iteration 17Q: 3 clusters Score -1194678 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1194699.000000 Penalty: 3004.478271
	Iteration 18Q: 3 clusters Score -1194699 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1194713.250000 Penalty: 3004.478271
	Iteration 19Q: 3 clusters Score -1194713 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1194735.375000 Penalty: 3004.478271
	Iteration 20F: 3 clusters Score -1194735 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1194758.875000 Penalty: 3004.478271
	Iteration 21Q: 3 clusters Score -1194759 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1194776.750000 Penalty: 3004.478271
	Iteration 22Q: 3 clusters Score -1194777 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1194802.875000 Penalty: 3004.478271
	Iteration 23Q: 3 clusters Score -1194803 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1194841.250000 Penalty: 3004.478271
	Iteration 24Q: 3 clusters Score -1194841 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1194873.250000 Penalty: 3004.478271
	Iteration 25Q: 3 clusters Score -1194873 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1194903.250000 Penalty: 3004.478271
	Iteration 26Q: 3 clusters Score -1194903 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1194935.625000 Penalty: 3004.478271
	Iteration 27Q: 3 clusters Score -1194936 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1194962.375000 Penalty: 3004.478271
	Iteration 28Q: 3 clusters Score -1194962 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1194993.875000 Penalty: 3004.478271
	Iteration 29Q: 3 clusters Score -1194994 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1195025.500000 Penalty: 3004.478271
	Iteration 30Q: 3 clusters Score -1195026 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1195065.625000 Penalty: 3004.478271
	Iteration 31Q: 3 clusters Score -1195066 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1195102.500000 Penalty: 3004.478271
	Iteration 32Q: 3 clusters Score -1195102 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1195147.750000 Penalty: 3004.478271
	Iteration 33Q: 3 clusters Score -1195148 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1195186.875000 Penalty: 3004.478271
	Iteration 34Q: 3 clusters Score -1195187 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1195219.250000 Penalty: 3004.478271
	Iteration 35Q: 3 clusters Score -1195219 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1195242.250000 Penalty: 3004.478271
	Iteration 36Q: 3 clusters Score -1195242 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1195260.000000 Penalty: 3004.478271
	Iteration 37Q: 3 clusters Score -1195260 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1195279.750000 Penalty: 3004.478271
	Iteration 38Q: 3 clusters Score -1195280 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1195292.250000 Penalty: 3004.478271
	Iteration 39Q: 3 clusters Score -1195292 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1195313.375000 Penalty: 3004.478271
	Iteration 40F: 3 clusters Score -1195313 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1195320.375000 Penalty: 3004.478271
	Iteration 41Q: 3 clusters Score -1195320 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1195327.250000 Penalty: 3004.478271
	Iteration 42Q: 3 clusters Score -1195327 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1195337.000000 Penalty: 3004.478271
	Iteration 43Q: 3 clusters Score -1195337 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1195344.625000 Penalty: 3004.478271
	Iteration 44Q: 3 clusters Score -1195345 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1195349.250000 Penalty: 3004.478271
	Iteration 45Q: 3 clusters Score -1195349 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1195356.125000 Penalty: 3004.478271
	Iteration 46Q: 3 clusters Score -1195356 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1195356.875000 Penalty: 3004.478271
	Iteration 47Q: 3 clusters Score -1195357 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1195362.250000 Penalty: 3004.478271
	Iteration 48Q: 3 clusters Score -1195362 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1195365.000000 Penalty: 3004.478271
	Iteration 49Q: 3 clusters Score -1195365 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1195371.375000 Penalty: 3004.478271
	Iteration 50Q: 3 clusters Score -1195371 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1195385.875000 Penalty: 3004.478271
	Iteration 51Q: 3 clusters Score -1195386 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1195387.625000 Penalty: 3004.478271
	Iteration 52Q: 3 clusters Score -1195388 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1195394.125000 Penalty: 3004.478271
	Iteration 53Q: 3 clusters Score -1195394 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1195395.375000 Penalty: 3004.478271
	Iteration 54Q: 3 clusters Score -1195395 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1195400.000000 Penalty: 3004.478271
	Iteration 55Q: 3 clusters Score -1195400 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1195399.875000 Penalty: 3004.478271
	Iteration 56Q: 3 clusters Score -1195400 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1195407.000000 Penalty: 3004.478271
	Iteration 57Q: 3 clusters Score -1195407 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1195409.875000 Penalty: 3004.478271
	Iteration 58Q: 3 clusters Score -1195410 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1195415.375000 Penalty: 3004.478271
	Iteration 59Q: 3 clusters Score -1195415 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1195417.125000 Penalty: 3004.478271
	Iteration 60F: 3 clusters Score -1195417 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1195421.625000 Penalty: 3004.478271
	Iteration 61Q: 3 clusters Score -1195422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1195422.125000 Penalty: 3004.478271
	Iteration 62Q: 3 clusters Score -1195422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1195423.750000 Penalty: 3004.478271
	Iteration 63Q: 3 clusters Score -1195424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1195426.250000 Penalty: 3004.478271
	Iteration 64Q: 3 clusters Score -1195426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1195431.125000 Penalty: 3004.478271
	Iteration 65Q: 3 clusters Score -1195431 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1195432.375000 Penalty: 3004.478271
	Iteration 66Q: 3 clusters Score -1195432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1195433.875000 Penalty: 3004.478271
	Iteration 67Q: 3 clusters Score -1195434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1195432.625000 Penalty: 3004.478271
	Iteration 68Q: 3 clusters Score -1195433 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1195436.500000 Penalty: 3004.478271
	Iteration 69Q: 3 clusters Score -1195436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1195439.125000 Penalty: 3004.478271
	Iteration 70Q: 3 clusters Score -1195439 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1195438.750000 Penalty: 3004.478271
	Iteration 71Q: 3 clusters Score -1195439 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1195442.250000 Penalty: 3004.478271
	Iteration 72Q: 3 clusters Score -1195442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1195447.375000 Penalty: 3004.478271
	Iteration 73Q: 3 clusters Score -1195447 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1195449.625000 Penalty: 3004.478271
	Iteration 74Q: 3 clusters Score -1195450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1195448.875000 Penalty: 3004.478271
	Iteration 75Q: 3 clusters Score -1195449 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1195448.875000 Penalty: 3004.478271
	Iteration 76Q: 3 clusters Score -1195449 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1195452.375000 Penalty: 3004.478271
	Iteration 77Q: 3 clusters Score -1195452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1195455.000000 Penalty: 3004.478271
	Iteration 78Q: 3 clusters Score -1195455 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1195455.125000 Penalty: 3004.478271
	Iteration 79Q: 3 clusters Score -1195455 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1195458.625000 Penalty: 3004.478271
	Iteration 80F: 3 clusters Score -1195459 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1195457.750000 Penalty: 3004.478271
	Iteration 81Q: 3 clusters Score -1195458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1195462.250000 Penalty: 3004.478271
	Iteration 82Q: 3 clusters Score -1195462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1195461.000000 Penalty: 3004.478271
	Iteration 83Q: 3 clusters Score -1195461 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1195461.625000 Penalty: 3004.478271
	Iteration 84Q: 3 clusters Score -1195462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1195464.875000 Penalty: 3004.478271
	Iteration 85Q: 3 clusters Score -1195465 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1195465.375000 Penalty: 3004.478271
	Iteration 86Q: 3 clusters Score -1195465 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1195470.875000 Penalty: 3004.478271
	Iteration 87Q: 3 clusters Score -1195471 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1195475.125000 Penalty: 3004.478271
	Iteration 88Q: 3 clusters Score -1195475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1195475.750000 Penalty: 3004.478271
	Iteration 89Q: 3 clusters Score -1195476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1195477.250000 Penalty: 3004.478271
	Iteration 90Q: 3 clusters Score -1195477 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1195479.000000 Penalty: 3004.478271
	Iteration 91Q: 3 clusters Score -1195479 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1195480.625000 Penalty: 3004.478271
	Iteration 92Q: 3 clusters Score -1195481 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1195482.250000 Penalty: 3004.478271
	Iteration 93Q: 3 clusters Score -1195482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1195484.625000 Penalty: 3004.478271
	Iteration 94Q: 3 clusters Score -1195485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1195486.500000 Penalty: 3004.478271
	Iteration 95Q: 3 clusters Score -1195486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1195491.250000 Penalty: 3004.478271
	Iteration 96Q: 3 clusters Score -1195491 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1195488.500000 Penalty: 3004.478271
	Iteration 97Q: 3 clusters Score -1195488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1195492.250000 Penalty: 3004.478271
	Iteration 98Q: 3 clusters Score -1195492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1195492.375000 Penalty: 3004.478271
	Iteration 99Q: 3 clusters Score -1195492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1195494.000000 Penalty: 3004.478271
	Iteration 100F: 3 clusters Score -1195494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1195495.750000 Penalty: 3004.478271
	Iteration 101Q: 3 clusters Score -1195496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1195493.625000 Penalty: 3004.478271
	Iteration 102Q: 3 clusters Score -1195494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1195493.875000 Penalty: 3004.478271
	Iteration 103Q: 3 clusters Score -1195494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1195493.750000 Penalty: 3004.478271
	Iteration 104Q: 3 clusters Score -1195494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1195495.625000 Penalty: 3004.478271
	Iteration 105Q: 3 clusters Score -1195496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1195495.625000 Penalty: 3004.478271
	Iteration 106Q: 3 clusters Score -1195496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1195497.250000 Penalty: 3004.478271
	Iteration 107Q: 3 clusters Score -1195497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1195499.875000 Penalty: 3004.478271
	Iteration 108Q: 3 clusters Score -1195500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1195501.125000 Penalty: 3004.478271
	Iteration 109Q: 3 clusters Score -1195501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1195502.500000 Penalty: 3004.478271
	Iteration 110Q: 3 clusters Score -1195502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1195504.250000 Penalty: 3004.478271
	Iteration 111Q: 3 clusters Score -1195504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1195503.625000 Penalty: 3004.478271
	Iteration 112Q: 3 clusters Score -1195504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1195506.375000 Penalty: 3004.478271
	Iteration 113Q: 3 clusters Score -1195506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1195504.000000 Penalty: 3004.478271
	Iteration 114Q: 3 clusters Score -1195504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1195502.000000 Penalty: 3004.478271
	Iteration 115Q: 3 clusters Score -1195502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1195504.125000 Penalty: 3004.478271
	Iteration 116Q: 3 clusters Score -1195504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1195506.375000 Penalty: 3004.478271
	Iteration 117Q: 3 clusters Score -1195506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1195507.750000 Penalty: 3004.478271
	Iteration 118Q: 3 clusters Score -1195508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1195507.875000 Penalty: 3004.478271
	Iteration 119Q: 3 clusters Score -1195508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1195507.000000 Penalty: 3004.478271
	Iteration 120F: 3 clusters Score -1195507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1195509.250000 Penalty: 3004.478271
	Iteration 121Q: 3 clusters Score -1195509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1195511.750000 Penalty: 3004.478271
	Iteration 122Q: 3 clusters Score -1195512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1195511.625000 Penalty: 3004.478271
	Iteration 123Q: 3 clusters Score -1195512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1195514.125000 Penalty: 3004.478271
	Iteration 124Q: 3 clusters Score -1195514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1195518.625000 Penalty: 3004.478271
	Iteration 125Q: 3 clusters Score -1195519 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1195520.250000 Penalty: 3004.478271
	Iteration 126Q: 3 clusters Score -1195520 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1195525.500000 Penalty: 3004.478271
	Iteration 127Q: 3 clusters Score -1195526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1195525.750000 Penalty: 3004.478271
	Iteration 128Q: 3 clusters Score -1195526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1195526.375000 Penalty: 3004.478271
	Iteration 129Q: 3 clusters Score -1195526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1195529.625000 Penalty: 3004.478271
	Iteration 130Q: 3 clusters Score -1195530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1195530.875000 Penalty: 3004.478271
	Iteration 131Q: 3 clusters Score -1195531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1195530.750000 Penalty: 3004.478271
	Iteration 132Q: 3 clusters Score -1195531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1195530.000000 Penalty: 3004.478271
	Iteration 133Q: 3 clusters Score -1195530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1195534.125000 Penalty: 3004.478271
	Iteration 134Q: 3 clusters Score -1195534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1195532.125000 Penalty: 3004.478271
	Iteration 135Q: 3 clusters Score -1195532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1195531.500000 Penalty: 3004.478271
	Iteration 136Q: 3 clusters Score -1195532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1195532.250000 Penalty: 3004.478271
	Iteration 137Q: 3 clusters Score -1195532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1195531.625000 Penalty: 3004.478271
	Iteration 138Q: 3 clusters Score -1195532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1195531.750000 Penalty: 3004.478271
	Iteration 139Q: 3 clusters Score -1195532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1195531.750000 Penalty: 3004.478271
	Iteration 140F: 3 clusters Score -1195532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1195532.250000 Penalty: 3004.478271
	Iteration 141Q: 3 clusters Score -1195532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1195532.625000 Penalty: 3004.478271
	Iteration 142Q: 3 clusters Score -1195533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1195532.625000 Penalty: 3004.478271
	Iteration 143F: 3 clusters Score -1195533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Entering Unmasked Estep 
Score: -435261.968750 Penalty: 1362.084717
	Iteration 0F: 2 clusters Score -435262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -431665.875000 Penalty: 2724.169434
	Iteration 0F: 3 clusters Score -431665.9 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -432681.343750 Penalty: 2724.169434
	Iteration 1F: 3 clusters Score -432681.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -432923.562500 Penalty: 2724.169434
	Iteration 2F: 3 clusters Score -432923.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -433103.500000 Penalty: 2724.169434
	Iteration 3F: 3 clusters Score -433103.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -433257.531250 Penalty: 2724.169434
	Iteration 4F: 3 clusters Score -433257.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -433407.406250 Penalty: 2724.169434
	Iteration 5Q: 3 clusters Score -433407.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -433533.625000 Penalty: 2724.169434
	Iteration 6Q: 3 clusters Score -433533.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -433633.031250 Penalty: 2724.169434
	Iteration 7Q: 3 clusters Score -433633 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -433738.875000 Penalty: 2724.169434
	Iteration 8Q: 3 clusters Score -433738.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -433834.562500 Penalty: 2724.169434
	Iteration 9Q: 3 clusters Score -433834.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -433912.468750 Penalty: 2724.169434
	Iteration 10Q: 3 clusters Score -433912.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -433959.343750 Penalty: 2724.169434
	Iteration 11Q: 3 clusters Score -433959.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -433990.531250 Penalty: 2724.169434
	Iteration 12Q: 3 clusters Score -433990.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -434011.718750 Penalty: 2724.169434
	Iteration 13Q: 3 clusters Score -434011.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -434034.593750 Penalty: 2724.169434
	Iteration 14Q: 3 clusters Score -434034.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -434058.906250 Penalty: 2724.169434
	Iteration 15Q: 3 clusters Score -434058.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -434093.312500 Penalty: 2724.169434
	Iteration 16Q: 3 clusters Score -434093.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -434130.343750 Penalty: 2724.169434
	Iteration 17Q: 3 clusters Score -434130.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -434156.812500 Penalty: 2724.169434
	Iteration 18Q: 3 clusters Score -434156.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -434180.562500 Penalty: 2724.169434
	Iteration 19Q: 3 clusters Score -434180.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -434199.187500 Penalty: 2724.169434
	Iteration 20F: 3 clusters Score -434199.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -434220.562500 Penalty: 2724.169434
	Iteration 21Q: 3 clusters Score -434220.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -434247.250000 Penalty: 2724.169434
	Iteration 22Q: 3 clusters Score -434247.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -434276.218750 Penalty: 2724.169434
	Iteration 23Q: 3 clusters Score -434276.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -434290.718750 Penalty: 2724.169434
	Iteration 24Q: 3 clusters Score -434290.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -434297.937500 Penalty: 2724.169434
	Iteration 25Q: 3 clusters Score -434297.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -434302.375000 Penalty: 2724.169434
	Iteration 26Q: 3 clusters Score -434302.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -434306.937500 Penalty: 2724.169434
	Iteration 27Q: 3 clusters Score -434306.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -434312.437500 Penalty: 2724.169434
	Iteration 28Q: 3 clusters Score -434312.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -434314.750000 Penalty: 2724.169434
	Iteration 29Q: 3 clusters Score -434314.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -434317.718750 Penalty: 2724.169434
	Iteration 30Q: 3 clusters Score -434317.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -434320.093750 Penalty: 2724.169434
	Iteration 31Q: 3 clusters Score -434320.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -434320.875000 Penalty: 2724.169434
	Iteration 32Q: 3 clusters Score -434320.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -434321.750000 Penalty: 2724.169434
	Iteration 33Q: 3 clusters Score -434321.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -434323.031250 Penalty: 2724.169434
	Iteration 34Q: 3 clusters Score -434323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -434323.406250 Penalty: 2724.169434
	Iteration 35Q: 3 clusters Score -434323.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -434323.375000 Penalty: 2724.169434
	Iteration 36Q: 3 clusters Score -434323.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -434323.375000 Penalty: 2724.169434
	Iteration 37F: 3 clusters Score -434323.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (114889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114889 members 
Entering Unmasked Estep 
Score: -13642691.000000 Penalty: 1893.404785
	Iteration 0F: 2 clusters Score -1.364269e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57597 members 
Mstep: Class 2 contains 57292 members 
Entering Unmasked Estep 
Score: -13571621.000000 Penalty: 3786.809570
	Iteration 0F: 3 clusters Score -1.357162e+07 nChanged 55103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59066 members 
Mstep: Class 2 contains 55823 members 
Entering Unmasked Estep 
Score: -13603328.000000 Penalty: 3786.809570
	Iteration 1F: 3 clusters Score -1.360333e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59771 members 
Mstep: Class 2 contains 55118 members 
Entering Unmasked Estep 
Score: -13603916.000000 Penalty: 3786.809570
	Iteration 2Q: 3 clusters Score -1.360392e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60860 members 
Mstep: Class 2 contains 54029 members 
Entering Unmasked Estep 
Score: -13604456.000000 Penalty: 3786.809570
	Iteration 3Q: 3 clusters Score -1.360446e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62626 members 
Mstep: Class 2 contains 52263 members 
Entering Unmasked Estep 
Score: -13605325.000000 Penalty: 3786.809570
	Iteration 4Q: 3 clusters Score -1.360532e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65295 members 
Mstep: Class 2 contains 49594 members 
Entering Unmasked Estep 
Score: -13606550.000000 Penalty: 3786.809570
	Iteration 5Q: 3 clusters Score -1.360655e+07 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69250 members 
Mstep: Class 2 contains 45639 members 
Entering Unmasked Estep 
Score: -13608667.000000 Penalty: 3786.809570
	Iteration 6Q: 3 clusters Score -1.360867e+07 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74709 members 
Mstep: Class 2 contains 40180 members 
Entering Unmasked Estep 
Score: -13612491.000000 Penalty: 3786.809570
	Iteration 7F: 3 clusters Score -1.361249e+07 nChanged 7450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81527 members 
Mstep: Class 2 contains 33362 members 
Entering Unmasked Estep 
Score: -13618277.000000 Penalty: 3786.809570
	Iteration 8F: 3 clusters Score -1.361828e+07 nChanged 7685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88522 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -13624948.000000 Penalty: 3786.809570
	Iteration 9F: 3 clusters Score -1.362495e+07 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94380 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -13630357.000000 Penalty: 3786.809570
	Iteration 10F: 3 clusters Score -1.363036e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98618 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -13634067.000000 Penalty: 3786.809570
	Iteration 11Q: 3 clusters Score -1.363407e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101581 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -13636078.000000 Penalty: 3786.809570
	Iteration 12Q: 3 clusters Score -1.363608e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103885 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -13637301.000000 Penalty: 3786.809570
	Iteration 13Q: 3 clusters Score -1.36373e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105910 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -13638148.000000 Penalty: 3786.809570
	Iteration 14Q: 3 clusters Score -1.363815e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107607 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -13638631.000000 Penalty: 3786.809570
	Iteration 15Q: 3 clusters Score -1.363863e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109079 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -13639001.000000 Penalty: 3786.809570
	Iteration 16Q: 3 clusters Score -1.3639e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110290 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -13639377.000000 Penalty: 3786.809570
	Iteration 17Q: 3 clusters Score -1.363938e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111263 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -13639809.000000 Penalty: 3786.809570
	Iteration 18Q: 3 clusters Score -1.363981e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112025 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -13640161.000000 Penalty: 3786.809570
	Iteration 19Q: 3 clusters Score -1.364016e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112597 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -13640456.000000 Penalty: 3786.809570
	Iteration 20F: 3 clusters Score -1.364046e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113014 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -13640650.000000 Penalty: 3786.809570
	Iteration 21Q: 3 clusters Score -1.364065e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113319 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -13640818.000000 Penalty: 3786.809570
	Iteration 22Q: 3 clusters Score -1.364082e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113554 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -13640933.000000 Penalty: 3786.809570
	Iteration 23Q: 3 clusters Score -1.364093e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113729 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -13640971.000000 Penalty: 3786.809570
	Iteration 24Q: 3 clusters Score -1.364097e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113857 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -13641028.000000 Penalty: 3786.809570
	Iteration 25Q: 3 clusters Score -1.364103e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113951 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -13641027.000000 Penalty: 3786.809570
	Iteration 26Q: 3 clusters Score -1.364103e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114016 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -13641051.000000 Penalty: 3786.809570
	Iteration 27Q: 3 clusters Score -1.364105e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114073 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -13641093.000000 Penalty: 3786.809570
	Iteration 28Q: 3 clusters Score -1.364109e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114115 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -13641111.000000 Penalty: 3786.809570
	Iteration 29Q: 3 clusters Score -1.364111e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114154 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -13641161.000000 Penalty: 3786.809570
	Iteration 30Q: 3 clusters Score -1.364116e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114182 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -13641177.000000 Penalty: 3786.809570
	Iteration 31Q: 3 clusters Score -1.364118e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114204 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -13641180.000000 Penalty: 3786.809570
	Iteration 32Q: 3 clusters Score -1.364118e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114217 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -13641174.000000 Penalty: 3786.809570
	Iteration 33Q: 3 clusters Score -1.364117e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114230 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -13641171.000000 Penalty: 3786.809570
	Iteration 34Q: 3 clusters Score -1.364117e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114240 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -13641198.000000 Penalty: 3786.809570
	Iteration 35Q: 3 clusters Score -1.36412e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114251 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -13641200.000000 Penalty: 3786.809570
	Iteration 36Q: 3 clusters Score -1.36412e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114258 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -13641203.000000 Penalty: 3786.809570
	Iteration 37Q: 3 clusters Score -1.36412e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114263 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -13641201.000000 Penalty: 3786.809570
	Iteration 38Q: 3 clusters Score -1.36412e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114268 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -13641208.000000 Penalty: 3786.809570
	Iteration 39Q: 3 clusters Score -1.364121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114271 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -13641209.000000 Penalty: 3786.809570
	Iteration 40F: 3 clusters Score -1.364121e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114280 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -13641201.000000 Penalty: 3786.809570
	Iteration 41Q: 3 clusters Score -1.36412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114286 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -13641207.000000 Penalty: 3786.809570
	Iteration 42Q: 3 clusters Score -1.364121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114288 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -13641200.000000 Penalty: 3786.809570
	Iteration 43Q: 3 clusters Score -1.36412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114289 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -13641206.000000 Penalty: 3786.809570
	Iteration 44Q: 3 clusters Score -1.364121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114290 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -13641209.000000 Penalty: 3786.809570
	Iteration 45Q: 3 clusters Score -1.364121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114292 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -13641210.000000 Penalty: 3786.809570
	Iteration 46Q: 3 clusters Score -1.364121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114294 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -13641204.000000 Penalty: 3786.809570
	Iteration 47Q: 3 clusters Score -1.36412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114295 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -13641208.000000 Penalty: 3786.809570
	Iteration 48Q: 3 clusters Score -1.364121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114298 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -13641199.000000 Penalty: 3786.809570
	Iteration 49Q: 3 clusters Score -1.36412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114299 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -13641196.000000 Penalty: 3786.809570
	Iteration 50Q: 3 clusters Score -1.36412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114300 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -13641195.000000 Penalty: 3786.809570
	Iteration 51Q: 3 clusters Score -1.36412e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114300 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -13641195.000000 Penalty: 3786.809570
	Iteration 52F: 3 clusters Score -1.36412e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Entering Unmasked Estep 
Score: -1194836.375000 Penalty: 1501.009644
	Iteration 0F: 2 clusters Score -1194836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1187484.875000 Penalty: 3002.019287
	Iteration 0F: 3 clusters Score -1187485 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1189846.250000 Penalty: 3002.019287
	Iteration 1F: 3 clusters Score -1189846 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1190233.375000 Penalty: 3002.019287
	Iteration 2F: 3 clusters Score -1190233 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1190649.875000 Penalty: 3002.019287
	Iteration 3F: 3 clusters Score -1190650 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1191117.625000 Penalty: 3002.019287
	Iteration 4F: 3 clusters Score -1191118 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1191619.250000 Penalty: 3002.019287
	Iteration 5F: 3 clusters Score -1191619 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1192074.375000 Penalty: 3002.019287
	Iteration 6F: 3 clusters Score -1192074 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1192484.125000 Penalty: 3002.019287
	Iteration 7F: 3 clusters Score -1192484 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1192854.875000 Penalty: 3002.019287
	Iteration 8Q: 3 clusters Score -1192855 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1193111.375000 Penalty: 3002.019287
	Iteration 9Q: 3 clusters Score -1193111 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1193249.875000 Penalty: 3002.019287
	Iteration 10Q: 3 clusters Score -1193250 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1193349.875000 Penalty: 3002.019287
	Iteration 11Q: 3 clusters Score -1193350 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1193415.500000 Penalty: 3002.019287
	Iteration 12Q: 3 clusters Score -1193416 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1193479.000000 Penalty: 3002.019287
	Iteration 13Q: 3 clusters Score -1193479 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1193512.000000 Penalty: 3002.019287
	Iteration 14Q: 3 clusters Score -1193512 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1193536.500000 Penalty: 3002.019287
	Iteration 15Q: 3 clusters Score -1193536 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1193552.375000 Penalty: 3002.019287
	Iteration 16Q: 3 clusters Score -1193552 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1193570.000000 Penalty: 3002.019287
	Iteration 17Q: 3 clusters Score -1193570 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1193584.625000 Penalty: 3002.019287
	Iteration 18Q: 3 clusters Score -1193585 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1193591.000000 Penalty: 3002.019287
	Iteration 19Q: 3 clusters Score -1193591 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1193599.250000 Penalty: 3002.019287
	Iteration 20F: 3 clusters Score -1193599 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1193606.125000 Penalty: 3002.019287
	Iteration 21Q: 3 clusters Score -1193606 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1193611.000000 Penalty: 3002.019287
	Iteration 22Q: 3 clusters Score -1193611 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1193618.125000 Penalty: 3002.019287
	Iteration 23Q: 3 clusters Score -1193618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1193619.625000 Penalty: 3002.019287
	Iteration 24Q: 3 clusters Score -1193620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1193623.875000 Penalty: 3002.019287
	Iteration 25Q: 3 clusters Score -1193624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1193624.625000 Penalty: 3002.019287
	Iteration 26Q: 3 clusters Score -1193625 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1193629.625000 Penalty: 3002.019287
	Iteration 27Q: 3 clusters Score -1193630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1193632.375000 Penalty: 3002.019287
	Iteration 28Q: 3 clusters Score -1193632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1193633.000000 Penalty: 3002.019287
	Iteration 29Q: 3 clusters Score -1193633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1193633.250000 Penalty: 3002.019287
	Iteration 30Q: 3 clusters Score -1193633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1193635.750000 Penalty: 3002.019287
	Iteration 31Q: 3 clusters Score -1193636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1193639.000000 Penalty: 3002.019287
	Iteration 32Q: 3 clusters Score -1193639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1193638.250000 Penalty: 3002.019287
	Iteration 33Q: 3 clusters Score -1193638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1193642.375000 Penalty: 3002.019287
	Iteration 34Q: 3 clusters Score -1193642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1193641.750000 Penalty: 3002.019287
	Iteration 35Q: 3 clusters Score -1193642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1193645.375000 Penalty: 3002.019287
	Iteration 36Q: 3 clusters Score -1193645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1193644.375000 Penalty: 3002.019287
	Iteration 37Q: 3 clusters Score -1193644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1193642.500000 Penalty: 3002.019287
	Iteration 38Q: 3 clusters Score -1193642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1193644.375000 Penalty: 3002.019287
	Iteration 39Q: 3 clusters Score -1193644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1193650.875000 Penalty: 3002.019287
	Iteration 40F: 3 clusters Score -1193651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1193655.750000 Penalty: 3002.019287
	Iteration 41Q: 3 clusters Score -1193656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1193657.500000 Penalty: 3002.019287
	Iteration 42Q: 3 clusters Score -1193658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1193657.000000 Penalty: 3002.019287
	Iteration 43Q: 3 clusters Score -1193657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1193661.625000 Penalty: 3002.019287
	Iteration 44Q: 3 clusters Score -1193662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1193664.000000 Penalty: 3002.019287
	Iteration 45Q: 3 clusters Score -1193664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1193662.625000 Penalty: 3002.019287
	Iteration 46Q: 3 clusters Score -1193663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1193664.625000 Penalty: 3002.019287
	Iteration 47Q: 3 clusters Score -1193665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1193670.125000 Penalty: 3002.019287
	Iteration 48Q: 3 clusters Score -1193670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1193668.875000 Penalty: 3002.019287
	Iteration 49Q: 3 clusters Score -1193669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1193668.000000 Penalty: 3002.019287
	Iteration 50Q: 3 clusters Score -1193668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1193668.000000 Penalty: 3002.019287
	Iteration 51F: 3 clusters Score -1193668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Entering Unmasked Estep 
Score: -1006935.500000 Penalty: 1478.563110
	Iteration 0F: 2 clusters Score -1006936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1000404.062500 Penalty: 2957.126221
	Iteration 0F: 3 clusters Score -1000404 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1002377.125000 Penalty: 2957.126221
	Iteration 1F: 3 clusters Score -1002377 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1002597.375000 Penalty: 2957.126221
	Iteration 2F: 3 clusters Score -1002597 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1002774.875000 Penalty: 2957.126221
	Iteration 3Q: 3 clusters Score -1002775 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1002920.312500 Penalty: 2957.126221
	Iteration 4Q: 3 clusters Score -1002920 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1003052.687500 Penalty: 2957.126221
	Iteration 5Q: 3 clusters Score -1003053 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1003160.937500 Penalty: 2957.126221
	Iteration 6Q: 3 clusters Score -1003161 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1003296.437500 Penalty: 2957.126221
	Iteration 7Q: 3 clusters Score -1003296 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1003462.062500 Penalty: 2957.126221
	Iteration 8Q: 3 clusters Score -1003462 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1003659.625000 Penalty: 2957.126221
	Iteration 9Q: 3 clusters Score -1003660 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1003883.437500 Penalty: 2957.126221
	Iteration 10Q: 3 clusters Score -1003883 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1004173.000000 Penalty: 2957.126221
	Iteration 11Q: 3 clusters Score -1004173 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1004495.250000 Penalty: 2957.126221
	Iteration 12Q: 3 clusters Score -1004495 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1004787.437500 Penalty: 2957.126221
	Iteration 13Q: 3 clusters Score -1004787 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1005048.250000 Penalty: 2957.126221
	Iteration 14Q: 3 clusters Score -1005048 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1005229.437500 Penalty: 2957.126221
	Iteration 15Q: 3 clusters Score -1005229 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1005374.437500 Penalty: 2957.126221
	Iteration 16Q: 3 clusters Score -1005374 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1005461.875000 Penalty: 2957.126221
	Iteration 17Q: 3 clusters Score -1005462 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1005502.750000 Penalty: 2957.126221
	Iteration 18Q: 3 clusters Score -1005503 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1005531.125000 Penalty: 2957.126221
	Iteration 19Q: 3 clusters Score -1005531 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1005546.562500 Penalty: 2957.126221
	Iteration 20F: 3 clusters Score -1005547 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1005560.062500 Penalty: 2957.126221
	Iteration 21Q: 3 clusters Score -1005560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1005581.312500 Penalty: 2957.126221
	Iteration 22Q: 3 clusters Score -1005581 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1005593.500000 Penalty: 2957.126221
	Iteration 23Q: 3 clusters Score -1005594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1005603.500000 Penalty: 2957.126221
	Iteration 24Q: 3 clusters Score -1005604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1005609.625000 Penalty: 2957.126221
	Iteration 25Q: 3 clusters Score -1005610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1005612.312500 Penalty: 2957.126221
	Iteration 26Q: 3 clusters Score -1005612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1005618.125000 Penalty: 2957.126221
	Iteration 27Q: 3 clusters Score -1005618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1005621.625000 Penalty: 2957.126221
	Iteration 28Q: 3 clusters Score -1005622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1005623.750000 Penalty: 2957.126221
	Iteration 29Q: 3 clusters Score -1005624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1005623.750000 Penalty: 2957.126221
	Iteration 30F: 3 clusters Score -1005624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Entering Unmasked Estep 
Score: -2503371.500000 Penalty: 1631.064331
	Iteration 0F: 2 clusters Score -2503372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -2488017.000000 Penalty: 3262.128662
	Iteration 0F: 3 clusters Score -2488017 nChanged 10334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -2493740.500000 Penalty: 3262.128662
	Iteration 1F: 3 clusters Score -2493740 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -2494193.000000 Penalty: 3262.128662
	Iteration 2Q: 3 clusters Score -2494193 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -2494751.000000 Penalty: 3262.128662
	Iteration 3F: 3 clusters Score -2494751 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -2495616.000000 Penalty: 3262.128662
	Iteration 4F: 3 clusters Score -2495616 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -2496846.250000 Penalty: 3262.128662
	Iteration 5F: 3 clusters Score -2496846 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -2498163.250000 Penalty: 3262.128662
	Iteration 6F: 3 clusters Score -2498163 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -2499379.500000 Penalty: 3262.128662
	Iteration 7F: 3 clusters Score -2499380 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -2500282.250000 Penalty: 3262.128662
	Iteration 8Q: 3 clusters Score -2500282 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -2500868.000000 Penalty: 3262.128662
	Iteration 9Q: 3 clusters Score -2500868 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -2501254.500000 Penalty: 3262.128662
	Iteration 10Q: 3 clusters Score -2501254 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -2501497.750000 Penalty: 3262.128662
	Iteration 11Q: 3 clusters Score -2501498 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -2501655.500000 Penalty: 3262.128662
	Iteration 12Q: 3 clusters Score -2501656 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -2501726.500000 Penalty: 3262.128662
	Iteration 13Q: 3 clusters Score -2501726 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -2501791.250000 Penalty: 3262.128662
	Iteration 14Q: 3 clusters Score -2501791 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -2501835.000000 Penalty: 3262.128662
	Iteration 15Q: 3 clusters Score -2501835 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -2501858.000000 Penalty: 3262.128662
	Iteration 16Q: 3 clusters Score -2501858 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -2501879.250000 Penalty: 3262.128662
	Iteration 17Q: 3 clusters Score -2501879 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -2501891.250000 Penalty: 3262.128662
	Iteration 18Q: 3 clusters Score -2501891 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -2501895.000000 Penalty: 3262.128662
	Iteration 19Q: 3 clusters Score -2501895 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -2501903.750000 Penalty: 3262.128662
	Iteration 20F: 3 clusters Score -2501904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -2501908.250000 Penalty: 3262.128662
	Iteration 21Q: 3 clusters Score -2501908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -2501921.750000 Penalty: 3262.128662
	Iteration 22Q: 3 clusters Score -2501922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -2501929.250000 Penalty: 3262.128662
	Iteration 23Q: 3 clusters Score -2501929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -2501933.250000 Penalty: 3262.128662
	Iteration 24Q: 3 clusters Score -2501933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -2501941.000000 Penalty: 3262.128662
	Iteration 25Q: 3 clusters Score -2501941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -2501943.500000 Penalty: 3262.128662
	Iteration 26Q: 3 clusters Score -2501944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -2501947.500000 Penalty: 3262.128662
	Iteration 27Q: 3 clusters Score -2501948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -2501955.250000 Penalty: 3262.128662
	Iteration 28Q: 3 clusters Score -2501955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -2501958.750000 Penalty: 3262.128662
	Iteration 29Q: 3 clusters Score -2501959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -2501965.000000 Penalty: 3262.128662
	Iteration 30Q: 3 clusters Score -2501965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -2501966.000000 Penalty: 3262.128662
	Iteration 31Q: 3 clusters Score -2501966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -2501965.750000 Penalty: 3262.128662
	Iteration 32Q: 3 clusters Score -2501966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -2501965.750000 Penalty: 3262.128662
	Iteration 33F: 3 clusters Score -2501966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Entering Unmasked Estep 
Score: -155767.140625 Penalty: 1184.339722
	Iteration 0F: 2 clusters Score -155767.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -154031.734375 Penalty: 2368.679443
	Iteration 0F: 3 clusters Score -154031.7 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -154437.312500 Penalty: 2368.679443
	Iteration 1F: 3 clusters Score -154437.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -154601.968750 Penalty: 2368.679443
	Iteration 2F: 3 clusters Score -154602 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -154787.656250 Penalty: 2368.679443
	Iteration 3F: 3 clusters Score -154787.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -154987.046875 Penalty: 2368.679443
	Iteration 4F: 3 clusters Score -154987 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -155150.781250 Penalty: 2368.679443
	Iteration 5F: 3 clusters Score -155150.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -155239.281250 Penalty: 2368.679443
	Iteration 6Q: 3 clusters Score -155239.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -155288.343750 Penalty: 2368.679443
	Iteration 7Q: 3 clusters Score -155288.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -155321.765625 Penalty: 2368.679443
	Iteration 8Q: 3 clusters Score -155321.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -155343.796875 Penalty: 2368.679443
	Iteration 9Q: 3 clusters Score -155343.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -155354.343750 Penalty: 2368.679443
	Iteration 10Q: 3 clusters Score -155354.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -155367.046875 Penalty: 2368.679443
	Iteration 11Q: 3 clusters Score -155367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -155375.937500 Penalty: 2368.679443
	Iteration 12Q: 3 clusters Score -155375.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -155382.078125 Penalty: 2368.679443
	Iteration 13Q: 3 clusters Score -155382.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -155384.437500 Penalty: 2368.679443
	Iteration 14Q: 3 clusters Score -155384.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -155385.796875 Penalty: 2368.679443
	Iteration 15Q: 3 clusters Score -155385.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -155386.984375 Penalty: 2368.679443
	Iteration 16Q: 3 clusters Score -155387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -155387.671875 Penalty: 2368.679443
	Iteration 17Q: 3 clusters Score -155387.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -155387.953125 Penalty: 2368.679443
	Iteration 18Q: 3 clusters Score -155388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -155388.750000 Penalty: 2368.679443
	Iteration 19Q: 3 clusters Score -155388.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -155390.125000 Penalty: 2368.679443
	Iteration 20F: 3 clusters Score -155390.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -155391.156250 Penalty: 2368.679443
	Iteration 21Q: 3 clusters Score -155391.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -155392.765625 Penalty: 2368.679443
	Iteration 22Q: 3 clusters Score -155392.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -155392.765625 Penalty: 2368.679443
	Iteration 23F: 3 clusters Score -155392.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (31659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Entering Unmasked Estep 
Score: -3792659.750000 Penalty: 1683.951416
	Iteration 0F: 2 clusters Score -3792660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -3771300.500000 Penalty: 3367.902832
	Iteration 0F: 3 clusters Score -3771300 nChanged 14531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -3779540.750000 Penalty: 3367.902832
	Iteration 1F: 3 clusters Score -3779541 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -3779964.500000 Penalty: 3367.902832
	Iteration 2Q: 3 clusters Score -3779964 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -3780379.750000 Penalty: 3367.902832
	Iteration 3Q: 3 clusters Score -3780380 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -3780844.750000 Penalty: 3367.902832
	Iteration 4Q: 3 clusters Score -3780845 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -3781353.750000 Penalty: 3367.902832
	Iteration 5Q: 3 clusters Score -3781354 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -3782057.750000 Penalty: 3367.902832
	Iteration 6Q: 3 clusters Score -3782058 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -3782994.000000 Penalty: 3367.902832
	Iteration 7Q: 3 clusters Score -3782994 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -3784344.000000 Penalty: 3367.902832
	Iteration 8F: 3 clusters Score -3784344 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -3785801.500000 Penalty: 3367.902832
	Iteration 9F: 3 clusters Score -3785802 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -3786812.250000 Penalty: 3367.902832
	Iteration 10F: 3 clusters Score -3786812 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -3787227.000000 Penalty: 3367.902832
	Iteration 11Q: 3 clusters Score -3787227 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -3787396.500000 Penalty: 3367.902832
	Iteration 12Q: 3 clusters Score -3787396 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -3787492.000000 Penalty: 3367.902832
	Iteration 13Q: 3 clusters Score -3787492 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -3787538.750000 Penalty: 3367.902832
	Iteration 14Q: 3 clusters Score -3787539 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -3787599.000000 Penalty: 3367.902832
	Iteration 15Q: 3 clusters Score -3787599 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -3787672.250000 Penalty: 3367.902832
	Iteration 16Q: 3 clusters Score -3787672 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -3787723.750000 Penalty: 3367.902832
	Iteration 17Q: 3 clusters Score -3787724 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -3787787.500000 Penalty: 3367.902832
	Iteration 18Q: 3 clusters Score -3787788 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -3787844.750000 Penalty: 3367.902832
	Iteration 19Q: 3 clusters Score -3787845 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -3787914.000000 Penalty: 3367.902832
	Iteration 20F: 3 clusters Score -3787914 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -3787994.250000 Penalty: 3367.902832
	Iteration 21Q: 3 clusters Score -3787994 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -3788044.250000 Penalty: 3367.902832
	Iteration 22Q: 3 clusters Score -3788044 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -3788139.750000 Penalty: 3367.902832
	Iteration 23Q: 3 clusters Score -3788140 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -3788235.000000 Penalty: 3367.902832
	Iteration 24Q: 3 clusters Score -3788235 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -3788343.500000 Penalty: 3367.902832
	Iteration 25Q: 3 clusters Score -3788344 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -3788440.750000 Penalty: 3367.902832
	Iteration 26Q: 3 clusters Score -3788441 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -3788569.750000 Penalty: 3367.902832
	Iteration 27Q: 3 clusters Score -3788570 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -3788694.750000 Penalty: 3367.902832
	Iteration 28Q: 3 clusters Score -3788695 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -3788845.750000 Penalty: 3367.902832
	Iteration 29Q: 3 clusters Score -3788846 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -3789013.750000 Penalty: 3367.902832
	Iteration 30Q: 3 clusters Score -3789014 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -3789194.000000 Penalty: 3367.902832
	Iteration 31Q: 3 clusters Score -3789194 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -3789370.250000 Penalty: 3367.902832
	Iteration 32Q: 3 clusters Score -3789370 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -3789512.000000 Penalty: 3367.902832
	Iteration 33Q: 3 clusters Score -3789512 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -3789603.000000 Penalty: 3367.902832
	Iteration 34Q: 3 clusters Score -3789603 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -3789713.750000 Penalty: 3367.902832
	Iteration 35Q: 3 clusters Score -3789714 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -3789797.000000 Penalty: 3367.902832
	Iteration 36Q: 3 clusters Score -3789797 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -3789852.000000 Penalty: 3367.902832
	Iteration 37Q: 3 clusters Score -3789852 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -3789920.250000 Penalty: 3367.902832
	Iteration 38Q: 3 clusters Score -3789920 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -3789972.000000 Penalty: 3367.902832
	Iteration 39Q: 3 clusters Score -3789972 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -3790032.250000 Penalty: 3367.902832
	Iteration 40F: 3 clusters Score -3790032 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -3790052.250000 Penalty: 3367.902832
	Iteration 41Q: 3 clusters Score -3790052 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -3790089.500000 Penalty: 3367.902832
	Iteration 42Q: 3 clusters Score -3790090 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24063 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -3790126.000000 Penalty: 3367.902832
	Iteration 43Q: 3 clusters Score -3790126 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -3790148.250000 Penalty: 3367.902832
	Iteration 44Q: 3 clusters Score -3790148 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -3790165.750000 Penalty: 3367.902832
	Iteration 45Q: 3 clusters Score -3790166 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -3790181.250000 Penalty: 3367.902832
	Iteration 46Q: 3 clusters Score -3790181 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -3790195.000000 Penalty: 3367.902832
	Iteration 47Q: 3 clusters Score -3790195 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -3790212.250000 Penalty: 3367.902832
	Iteration 48Q: 3 clusters Score -3790212 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -3790229.750000 Penalty: 3367.902832
	Iteration 49Q: 3 clusters Score -3790230 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -3790239.750000 Penalty: 3367.902832
	Iteration 50Q: 3 clusters Score -3790240 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -3790234.250000 Penalty: 3367.902832
	Iteration 51Q: 3 clusters Score -3790234 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -3790252.000000 Penalty: 3367.902832
	Iteration 52Q: 3 clusters Score -3790252 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -3790270.250000 Penalty: 3367.902832
	Iteration 53Q: 3 clusters Score -3790270 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -3790275.750000 Penalty: 3367.902832
	Iteration 54Q: 3 clusters Score -3790276 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -3790279.250000 Penalty: 3367.902832
	Iteration 55Q: 3 clusters Score -3790279 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -3790294.250000 Penalty: 3367.902832
	Iteration 56Q: 3 clusters Score -3790294 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -3790305.750000 Penalty: 3367.902832
	Iteration 57Q: 3 clusters Score -3790306 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -3790306.000000 Penalty: 3367.902832
	Iteration 58Q: 3 clusters Score -3790306 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -3790307.000000 Penalty: 3367.902832
	Iteration 59Q: 3 clusters Score -3790307 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -3790317.000000 Penalty: 3367.902832
	Iteration 60F: 3 clusters Score -3790317 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -3790318.250000 Penalty: 3367.902832
	Iteration 61Q: 3 clusters Score -3790318 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -3790316.000000 Penalty: 3367.902832
	Iteration 62Q: 3 clusters Score -3790316 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -3790314.500000 Penalty: 3367.902832
	Iteration 63Q: 3 clusters Score -3790314 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -3790320.000000 Penalty: 3367.902832
	Iteration 64Q: 3 clusters Score -3790320 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -3790323.750000 Penalty: 3367.902832
	Iteration 65Q: 3 clusters Score -3790324 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -3790332.500000 Penalty: 3367.902832
	Iteration 66Q: 3 clusters Score -3790332 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -3790321.750000 Penalty: 3367.902832
	Iteration 67Q: 3 clusters Score -3790322 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -3790326.750000 Penalty: 3367.902832
	Iteration 68Q: 3 clusters Score -3790327 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -3790334.500000 Penalty: 3367.902832
	Iteration 69Q: 3 clusters Score -3790334 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -3790337.750000 Penalty: 3367.902832
	Iteration 70Q: 3 clusters Score -3790338 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -3790333.500000 Penalty: 3367.902832
	Iteration 71Q: 3 clusters Score -3790334 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -3790334.250000 Penalty: 3367.902832
	Iteration 72Q: 3 clusters Score -3790334 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -3790343.250000 Penalty: 3367.902832
	Iteration 73Q: 3 clusters Score -3790343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -3790338.000000 Penalty: 3367.902832
	Iteration 74Q: 3 clusters Score -3790338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -3790335.500000 Penalty: 3367.902832
	Iteration 75Q: 3 clusters Score -3790336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -3790337.000000 Penalty: 3367.902832
	Iteration 76Q: 3 clusters Score -3790337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -3790337.250000 Penalty: 3367.902832
	Iteration 77Q: 3 clusters Score -3790337 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -3790341.750000 Penalty: 3367.902832
	Iteration 78Q: 3 clusters Score -3790342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -3790344.750000 Penalty: 3367.902832
	Iteration 79Q: 3 clusters Score -3790345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -3790344.000000 Penalty: 3367.902832
	Iteration 80F: 3 clusters Score -3790344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -3790340.750000 Penalty: 3367.902832
	Iteration 81Q: 3 clusters Score -3790341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -3790343.250000 Penalty: 3367.902832
	Iteration 82Q: 3 clusters Score -3790343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -3790344.250000 Penalty: 3367.902832
	Iteration 83Q: 3 clusters Score -3790344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -3790343.500000 Penalty: 3367.902832
	Iteration 84Q: 3 clusters Score -3790344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -3790348.000000 Penalty: 3367.902832
	Iteration 85Q: 3 clusters Score -3790348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -3790346.500000 Penalty: 3367.902832
	Iteration 86Q: 3 clusters Score -3790346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -3790345.500000 Penalty: 3367.902832
	Iteration 87Q: 3 clusters Score -3790346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -3790348.000000 Penalty: 3367.902832
	Iteration 88Q: 3 clusters Score -3790348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -3790348.000000 Penalty: 3367.902832
	Iteration 89F: 3 clusters Score -3790348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (24309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Entering Unmasked Estep 
Score: -2851762.250000 Penalty: 1641.022827
	Iteration 0F: 2 clusters Score -2851762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -2835297.750000 Penalty: 3282.045654
	Iteration 0F: 3 clusters Score -2835298 nChanged 11046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -2841301.500000 Penalty: 3282.045654
	Iteration 1F: 3 clusters Score -2841302 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -2841589.500000 Penalty: 3282.045654
	Iteration 2Q: 3 clusters Score -2841590 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -2841895.500000 Penalty: 3282.045654
	Iteration 3Q: 3 clusters Score -2841896 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -2842214.250000 Penalty: 3282.045654
	Iteration 4Q: 3 clusters Score -2842214 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -2842641.750000 Penalty: 3282.045654
	Iteration 5Q: 3 clusters Score -2842642 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -2843203.500000 Penalty: 3282.045654
	Iteration 6Q: 3 clusters Score -2843204 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -2843989.250000 Penalty: 3282.045654
	Iteration 7F: 3 clusters Score -2843989 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -2845166.750000 Penalty: 3282.045654
	Iteration 8F: 3 clusters Score -2845167 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -2846585.250000 Penalty: 3282.045654
	Iteration 9F: 3 clusters Score -2846585 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -2847860.750000 Penalty: 3282.045654
	Iteration 10F: 3 clusters Score -2847861 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -2848834.750000 Penalty: 3282.045654
	Iteration 11Q: 3 clusters Score -2848835 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -2849486.250000 Penalty: 3282.045654
	Iteration 12Q: 3 clusters Score -2849486 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -2849855.000000 Penalty: 3282.045654
	Iteration 13Q: 3 clusters Score -2849855 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -2850035.000000 Penalty: 3282.045654
	Iteration 14Q: 3 clusters Score -2850035 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -2850120.250000 Penalty: 3282.045654
	Iteration 15Q: 3 clusters Score -2850120 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -2850179.500000 Penalty: 3282.045654
	Iteration 16Q: 3 clusters Score -2850180 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 24061 members 
Entering Unmasked Estep 
Score: -2850213.250000 Penalty: 3282.045654
	Iteration 17Q: 3 clusters Score -2850213 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -2850239.750000 Penalty: 3282.045654
	Iteration 18Q: 3 clusters Score -2850240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -2850253.250000 Penalty: 3282.045654
	Iteration 19Q: 3 clusters Score -2850253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -2850262.000000 Penalty: 3282.045654
	Iteration 20F: 3 clusters Score -2850262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -2850274.250000 Penalty: 3282.045654
	Iteration 21Q: 3 clusters Score -2850274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -2850279.500000 Penalty: 3282.045654
	Iteration 22Q: 3 clusters Score -2850280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -2850289.500000 Penalty: 3282.045654
	Iteration 23Q: 3 clusters Score -2850290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -2850291.250000 Penalty: 3282.045654
	Iteration 24Q: 3 clusters Score -2850291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -2850302.000000 Penalty: 3282.045654
	Iteration 25Q: 3 clusters Score -2850302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -2850308.500000 Penalty: 3282.045654
	Iteration 26Q: 3 clusters Score -2850308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -2850313.250000 Penalty: 3282.045654
	Iteration 27Q: 3 clusters Score -2850313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -2850315.500000 Penalty: 3282.045654
	Iteration 28Q: 3 clusters Score -2850316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -2850319.750000 Penalty: 3282.045654
	Iteration 29Q: 3 clusters Score -2850320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -2850326.750000 Penalty: 3282.045654
	Iteration 30Q: 3 clusters Score -2850327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -2850327.000000 Penalty: 3282.045654
	Iteration 31Q: 3 clusters Score -2850327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -2850327.000000 Penalty: 3282.045654
	Iteration 32F: 3 clusters Score -2850327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Entering Unmasked Estep 
Score: -845246.625000 Penalty: 1442.074951
	Iteration 0F: 2 clusters Score -845246.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -839875.312500 Penalty: 2884.149902
	Iteration 0F: 3 clusters Score -839875.3 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -841440.687500 Penalty: 2884.149902
	Iteration 1F: 3 clusters Score -841440.7 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -841601.062500 Penalty: 2884.149902
	Iteration 2F: 3 clusters Score -841601.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -841726.500000 Penalty: 2884.149902
	Iteration 3Q: 3 clusters Score -841726.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -841828.000000 Penalty: 2884.149902
	Iteration 4Q: 3 clusters Score -841828 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -841912.375000 Penalty: 2884.149902
	Iteration 5Q: 3 clusters Score -841912.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -841996.437500 Penalty: 2884.149902
	Iteration 6Q: 3 clusters Score -841996.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -842072.562500 Penalty: 2884.149902
	Iteration 7Q: 3 clusters Score -842072.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -842148.312500 Penalty: 2884.149902
	Iteration 8Q: 3 clusters Score -842148.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -842238.812500 Penalty: 2884.149902
	Iteration 9Q: 3 clusters Score -842238.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -842340.625000 Penalty: 2884.149902
	Iteration 10Q: 3 clusters Score -842340.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -842470.750000 Penalty: 2884.149902
	Iteration 11Q: 3 clusters Score -842470.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -842639.375000 Penalty: 2884.149902
	Iteration 12Q: 3 clusters Score -842639.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -842832.250000 Penalty: 2884.149902
	Iteration 13Q: 3 clusters Score -842832.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -843066.875000 Penalty: 2884.149902
	Iteration 14Q: 3 clusters Score -843066.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -843304.062500 Penalty: 2884.149902
	Iteration 15Q: 3 clusters Score -843304.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -843499.500000 Penalty: 2884.149902
	Iteration 16Q: 3 clusters Score -843499.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -843647.687500 Penalty: 2884.149902
	Iteration 17Q: 3 clusters Score -843647.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -843764.000000 Penalty: 2884.149902
	Iteration 18Q: 3 clusters Score -843764 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -843839.375000 Penalty: 2884.149902
	Iteration 19Q: 3 clusters Score -843839.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -843886.000000 Penalty: 2884.149902
	Iteration 20F: 3 clusters Score -843886 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -843912.687500 Penalty: 2884.149902
	Iteration 21Q: 3 clusters Score -843912.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -843924.062500 Penalty: 2884.149902
	Iteration 22Q: 3 clusters Score -843924.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -843932.062500 Penalty: 2884.149902
	Iteration 23Q: 3 clusters Score -843932.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -843940.750000 Penalty: 2884.149902
	Iteration 24Q: 3 clusters Score -843940.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -843946.500000 Penalty: 2884.149902
	Iteration 25Q: 3 clusters Score -843946.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -843953.750000 Penalty: 2884.149902
	Iteration 26Q: 3 clusters Score -843953.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -843965.875000 Penalty: 2884.149902
	Iteration 27Q: 3 clusters Score -843965.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -843974.187500 Penalty: 2884.149902
	Iteration 28Q: 3 clusters Score -843974.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -843976.062500 Penalty: 2884.149902
	Iteration 29Q: 3 clusters Score -843976.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -843985.687500 Penalty: 2884.149902
	Iteration 30Q: 3 clusters Score -843985.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -843996.812500 Penalty: 2884.149902
	Iteration 31Q: 3 clusters Score -843996.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -843999.000000 Penalty: 2884.149902
	Iteration 32Q: 3 clusters Score -843999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -843999.000000 Penalty: 2884.149902
	Iteration 33F: 3 clusters Score -843999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Entering Unmasked Estep 
Score: -1581917.000000 Penalty: 1548.641724
	Iteration 0F: 2 clusters Score -1581917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1572433.125000 Penalty: 3097.283447
	Iteration 0F: 3 clusters Score -1572433 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1575769.125000 Penalty: 3097.283447
	Iteration 1F: 3 clusters Score -1575769 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1576255.000000 Penalty: 3097.283447
	Iteration 2F: 3 clusters Score -1576255 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1576857.750000 Penalty: 3097.283447
	Iteration 3F: 3 clusters Score -1576858 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1577646.125000 Penalty: 3097.283447
	Iteration 4F: 3 clusters Score -1577646 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1578531.500000 Penalty: 3097.283447
	Iteration 5F: 3 clusters Score -1578532 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -1579382.750000 Penalty: 3097.283447
	Iteration 6F: 3 clusters Score -1579383 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -1579946.875000 Penalty: 3097.283447
	Iteration 7Q: 3 clusters Score -1579947 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -1580260.625000 Penalty: 3097.283447
	Iteration 8Q: 3 clusters Score -1580261 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -1580411.625000 Penalty: 3097.283447
	Iteration 9Q: 3 clusters Score -1580412 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -1580483.125000 Penalty: 3097.283447
	Iteration 10Q: 3 clusters Score -1580483 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -1580521.000000 Penalty: 3097.283447
	Iteration 11Q: 3 clusters Score -1580521 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -1580540.375000 Penalty: 3097.283447
	Iteration 12Q: 3 clusters Score -1580540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -1580550.375000 Penalty: 3097.283447
	Iteration 13Q: 3 clusters Score -1580550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -1580557.250000 Penalty: 3097.283447
	Iteration 14Q: 3 clusters Score -1580557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -1580565.125000 Penalty: 3097.283447
	Iteration 15Q: 3 clusters Score -1580565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -1580572.500000 Penalty: 3097.283447
	Iteration 16Q: 3 clusters Score -1580572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -1580577.875000 Penalty: 3097.283447
	Iteration 17Q: 3 clusters Score -1580578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -1580583.500000 Penalty: 3097.283447
	Iteration 18Q: 3 clusters Score -1580584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -1580583.375000 Penalty: 3097.283447
	Iteration 19Q: 3 clusters Score -1580583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -1580583.375000 Penalty: 3097.283447
	Iteration 20F: 3 clusters Score -1580583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Entering Unmasked Estep 
Score: -62045.414062 Penalty: 1042.187012
	Iteration 0F: 2 clusters Score -62045.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -60926.687500 Penalty: 2084.374023
	Iteration 0F: 3 clusters Score -60926.69 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -61163.351562 Penalty: 2084.374023
	Iteration 1F: 3 clusters Score -61163.35 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -61417.730469 Penalty: 2084.374023
	Iteration 2F: 3 clusters Score -61417.73 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -61616.515625 Penalty: 2084.374023
	Iteration 3F: 3 clusters Score -61616.52 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -61711.453125 Penalty: 2084.374023
	Iteration 4F: 3 clusters Score -61711.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -61775.828125 Penalty: 2084.374023
	Iteration 5Q: 3 clusters Score -61775.83 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -61822.406250 Penalty: 2084.374023
	Iteration 6Q: 3 clusters Score -61822.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -61843.062500 Penalty: 2084.374023
	Iteration 7Q: 3 clusters Score -61843.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -61860.460938 Penalty: 2084.374023
	Iteration 8Q: 3 clusters Score -61860.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -61879.093750 Penalty: 2084.374023
	Iteration 9Q: 3 clusters Score -61879.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -61893.066406 Penalty: 2084.374023
	Iteration 10Q: 3 clusters Score -61893.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -61897.679688 Penalty: 2084.374023
	Iteration 11Q: 3 clusters Score -61897.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -61903.039062 Penalty: 2084.374023
	Iteration 12Q: 3 clusters Score -61903.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -61904.140625 Penalty: 2084.374023
	Iteration 13Q: 3 clusters Score -61904.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -61904.878906 Penalty: 2084.374023
	Iteration 14Q: 3 clusters Score -61904.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -61904.878906 Penalty: 2084.374023
	Iteration 15F: 3 clusters Score -61904.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Entering Unmasked Estep 
Score: -64407.593750 Penalty: 1044.041260
	Iteration 0F: 2 clusters Score -64407.59 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 335 members 
Entering Unmasked Estep 
Score: -63247.105469 Penalty: 2088.082520
	Iteration 0F: 3 clusters Score -63247.11 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -63402.042969 Penalty: 2088.082520
	Iteration 1F: 3 clusters Score -63402.04 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -63446.640625 Penalty: 2088.082520
	Iteration 2F: 3 clusters Score -63446.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -63477.339844 Penalty: 2088.082520
	Iteration 3Q: 3 clusters Score -63477.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -63492.605469 Penalty: 2088.082520
	Iteration 4Q: 3 clusters Score -63492.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -63511.679688 Penalty: 2088.082520
	Iteration 5Q: 3 clusters Score -63511.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -63529.468750 Penalty: 2088.082520
	Iteration 6Q: 3 clusters Score -63529.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -63543.187500 Penalty: 2088.082520
	Iteration 7Q: 3 clusters Score -63543.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -63551.250000 Penalty: 2088.082520
	Iteration 8Q: 3 clusters Score -63551.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -63554.367188 Penalty: 2088.082520
	Iteration 9Q: 3 clusters Score -63554.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -63558.664062 Penalty: 2088.082520
	Iteration 10Q: 3 clusters Score -63558.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -63562.386719 Penalty: 2088.082520
	Iteration 11Q: 3 clusters Score -63562.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -63571.613281 Penalty: 2088.082520
	Iteration 12Q: 3 clusters Score -63571.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -63580.511719 Penalty: 2088.082520
	Iteration 13Q: 3 clusters Score -63580.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -63588.308594 Penalty: 2088.082520
	Iteration 14Q: 3 clusters Score -63588.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -63594.453125 Penalty: 2088.082520
	Iteration 15Q: 3 clusters Score -63594.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -63598.226562 Penalty: 2088.082520
	Iteration 16Q: 3 clusters Score -63598.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -63607.609375 Penalty: 2088.082520
	Iteration 17Q: 3 clusters Score -63607.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -63613.550781 Penalty: 2088.082520
	Iteration 18Q: 3 clusters Score -63613.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -63627.898438 Penalty: 2088.082520
	Iteration 19Q: 3 clusters Score -63627.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -63645.859375 Penalty: 2088.082520
	Iteration 20F: 3 clusters Score -63645.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -63662.984375 Penalty: 2088.082520
	Iteration 21Q: 3 clusters Score -63662.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -63672.480469 Penalty: 2088.082520
	Iteration 22Q: 3 clusters Score -63672.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -63684.187500 Penalty: 2088.082520
	Iteration 23Q: 3 clusters Score -63684.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -63687.199219 Penalty: 2088.082520
	Iteration 24Q: 3 clusters Score -63687.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -63688.058594 Penalty: 2088.082520
	Iteration 25Q: 3 clusters Score -63688.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -63690.253906 Penalty: 2088.082520
	Iteration 26Q: 3 clusters Score -63690.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -63690.890625 Penalty: 2088.082520
	Iteration 27Q: 3 clusters Score -63690.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -63690.890625 Penalty: 2088.082520
	Iteration 28F: 3 clusters Score -63690.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -44816.675781 Penalty: 1004.252686
	Iteration 0F: 2 clusters Score -44816.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -43833.093750 Penalty: 2008.505371
	Iteration 0F: 3 clusters Score -43833.09 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -44025.214844 Penalty: 2008.505371
	Iteration 1F: 3 clusters Score -44025.21 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -44146.578125 Penalty: 2008.505371
	Iteration 2F: 3 clusters Score -44146.58 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -44263.187500 Penalty: 2008.505371
	Iteration 3F: 3 clusters Score -44263.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -44320.613281 Penalty: 2008.505371
	Iteration 4Q: 3 clusters Score -44320.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -44392.542969 Penalty: 2008.505371
	Iteration 5Q: 3 clusters Score -44392.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -44510.796875 Penalty: 2008.505371
	Iteration 6Q: 3 clusters Score -44510.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -44590.351562 Penalty: 2008.505371
	Iteration 7Q: 3 clusters Score -44590.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -44639.832031 Penalty: 2008.505371
	Iteration 8Q: 3 clusters Score -44639.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -44660.230469 Penalty: 2008.505371
	Iteration 9Q: 3 clusters Score -44660.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -44665.558594 Penalty: 2008.505371
	Iteration 10Q: 3 clusters Score -44665.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -44665.558594 Penalty: 2008.505371
	Iteration 11F: 3 clusters Score -44665.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -1450595.000000 Penalty: 1536.668091
	Iteration 0F: 2 clusters Score -1450595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1441722.375000 Penalty: 3073.336182
	Iteration 0F: 3 clusters Score -1441722 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1444754.125000 Penalty: 3073.336182
	Iteration 1F: 3 clusters Score -1444754 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1445073.125000 Penalty: 3073.336182
	Iteration 2F: 3 clusters Score -1445073 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1445381.250000 Penalty: 3073.336182
	Iteration 3F: 3 clusters Score -1445381 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1445679.375000 Penalty: 3073.336182
	Iteration 4Q: 3 clusters Score -1445679 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1446039.875000 Penalty: 3073.336182
	Iteration 5F: 3 clusters Score -1446040 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1446475.500000 Penalty: 3073.336182
	Iteration 6F: 3 clusters Score -1446476 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1446967.500000 Penalty: 3073.336182
	Iteration 7F: 3 clusters Score -1446968 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1447493.375000 Penalty: 3073.336182
	Iteration 8F: 3 clusters Score -1447493 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1448004.750000 Penalty: 3073.336182
	Iteration 9Q: 3 clusters Score -1448005 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1448426.375000 Penalty: 3073.336182
	Iteration 10Q: 3 clusters Score -1448426 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1448733.500000 Penalty: 3073.336182
	Iteration 11Q: 3 clusters Score -1448734 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1448959.000000 Penalty: 3073.336182
	Iteration 12Q: 3 clusters Score -1448959 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1449096.000000 Penalty: 3073.336182
	Iteration 13Q: 3 clusters Score -1449096 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1449165.125000 Penalty: 3073.336182
	Iteration 14Q: 3 clusters Score -1449165 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1449201.875000 Penalty: 3073.336182
	Iteration 15Q: 3 clusters Score -1449202 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1449222.500000 Penalty: 3073.336182
	Iteration 16Q: 3 clusters Score -1449222 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1449231.125000 Penalty: 3073.336182
	Iteration 17Q: 3 clusters Score -1449231 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1449241.250000 Penalty: 3073.336182
	Iteration 18Q: 3 clusters Score -1449241 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1449244.500000 Penalty: 3073.336182
	Iteration 19Q: 3 clusters Score -1449244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1449247.625000 Penalty: 3073.336182
	Iteration 20F: 3 clusters Score -1449248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1449249.250000 Penalty: 3073.336182
	Iteration 21Q: 3 clusters Score -1449249 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1449253.750000 Penalty: 3073.336182
	Iteration 22Q: 3 clusters Score -1449254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1449255.375000 Penalty: 3073.336182
	Iteration 23Q: 3 clusters Score -1449255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1449258.250000 Penalty: 3073.336182
	Iteration 24Q: 3 clusters Score -1449258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -1449258.250000 Penalty: 3073.336182
	Iteration 25F: 3 clusters Score -1449258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (30206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Entering Unmasked Estep 
Score: -3530629.250000 Penalty: 1676.316895
	Iteration 0F: 2 clusters Score -3530629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -3510414.000000 Penalty: 3352.633789
	Iteration 0F: 3 clusters Score -3510414 nChanged 13810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -3517968.250000 Penalty: 3352.633789
	Iteration 1F: 3 clusters Score -3517968 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -3518332.250000 Penalty: 3352.633789
	Iteration 2Q: 3 clusters Score -3518332 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -3518653.000000 Penalty: 3352.633789
	Iteration 3Q: 3 clusters Score -3518653 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -3518992.000000 Penalty: 3352.633789
	Iteration 4Q: 3 clusters Score -3518992 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -3519306.250000 Penalty: 3352.633789
	Iteration 5Q: 3 clusters Score -3519306 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -3519613.750000 Penalty: 3352.633789
	Iteration 6Q: 3 clusters Score -3519614 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -3520014.750000 Penalty: 3352.633789
	Iteration 7Q: 3 clusters Score -3520015 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -3520579.750000 Penalty: 3352.633789
	Iteration 8Q: 3 clusters Score -3520580 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -3521325.750000 Penalty: 3352.633789
	Iteration 9Q: 3 clusters Score -3521326 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -3522267.250000 Penalty: 3352.633789
	Iteration 10Q: 3 clusters Score -3522267 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -3523340.250000 Penalty: 3352.633789
	Iteration 11Q: 3 clusters Score -3523340 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -3524305.500000 Penalty: 3352.633789
	Iteration 12Q: 3 clusters Score -3524306 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -3524865.750000 Penalty: 3352.633789
	Iteration 13Q: 3 clusters Score -3524866 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -3525165.000000 Penalty: 3352.633789
	Iteration 14Q: 3 clusters Score -3525165 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -3525364.750000 Penalty: 3352.633789
	Iteration 15Q: 3 clusters Score -3525365 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -3525550.500000 Penalty: 3352.633789
	Iteration 16Q: 3 clusters Score -3525550 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -3525742.750000 Penalty: 3352.633789
	Iteration 17Q: 3 clusters Score -3525743 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -3525943.500000 Penalty: 3352.633789
	Iteration 18Q: 3 clusters Score -3525944 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -3526170.500000 Penalty: 3352.633789
	Iteration 19Q: 3 clusters Score -3526170 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -3526408.500000 Penalty: 3352.633789
	Iteration 20F: 3 clusters Score -3526408 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -3526683.500000 Penalty: 3352.633789
	Iteration 21Q: 3 clusters Score -3526684 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -3526921.250000 Penalty: 3352.633789
	Iteration 22Q: 3 clusters Score -3526921 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -3527138.750000 Penalty: 3352.633789
	Iteration 23Q: 3 clusters Score -3527139 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -3527383.500000 Penalty: 3352.633789
	Iteration 24Q: 3 clusters Score -3527384 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -3527616.000000 Penalty: 3352.633789
	Iteration 25Q: 3 clusters Score -3527616 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -3527808.000000 Penalty: 3352.633789
	Iteration 26Q: 3 clusters Score -3527808 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 28294 members 
Entering Unmasked Estep 
Score: -3528016.750000 Penalty: 3352.633789
	Iteration 27Q: 3 clusters Score -3528017 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -3528223.500000 Penalty: 3352.633789
	Iteration 28Q: 3 clusters Score -3528224 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
Score: -3528431.000000 Penalty: 3352.633789
	Iteration 29Q: 3 clusters Score -3528431 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -3528612.000000 Penalty: 3352.633789
	Iteration 30Q: 3 clusters Score -3528612 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 29302 members 
Entering Unmasked Estep 
Score: -3528764.000000 Penalty: 3352.633789
	Iteration 31Q: 3 clusters Score -3528764 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
Score: -3528871.250000 Penalty: 3352.633789
	Iteration 32Q: 3 clusters Score -3528871 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 29569 members 
Entering Unmasked Estep 
Score: -3528965.000000 Penalty: 3352.633789
	Iteration 33Q: 3 clusters Score -3528965 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -3528999.750000 Penalty: 3352.633789
	Iteration 34Q: 3 clusters Score -3529000 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -3529034.250000 Penalty: 3352.633789
	Iteration 35Q: 3 clusters Score -3529034 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 29715 members 
Entering Unmasked Estep 
Score: -3529052.500000 Penalty: 3352.633789
	Iteration 36Q: 3 clusters Score -3529052 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 29739 members 
Entering Unmasked Estep 
Score: -3529066.750000 Penalty: 3352.633789
	Iteration 37Q: 3 clusters Score -3529067 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 29757 members 
Entering Unmasked Estep 
Score: -3529078.500000 Penalty: 3352.633789
	Iteration 38Q: 3 clusters Score -3529078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -3529089.000000 Penalty: 3352.633789
	Iteration 39Q: 3 clusters Score -3529089 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 29795 members 
Entering Unmasked Estep 
Score: -3529099.000000 Penalty: 3352.633789
	Iteration 40F: 3 clusters Score -3529099 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -3529115.500000 Penalty: 3352.633789
	Iteration 41Q: 3 clusters Score -3529116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 29823 members 
Entering Unmasked Estep 
Score: -3529129.250000 Penalty: 3352.633789
	Iteration 42Q: 3 clusters Score -3529129 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 29836 members 
Entering Unmasked Estep 
Score: -3529142.500000 Penalty: 3352.633789
	Iteration 43Q: 3 clusters Score -3529142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -3529142.000000 Penalty: 3352.633789
	Iteration 44Q: 3 clusters Score -3529142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -3529144.750000 Penalty: 3352.633789
	Iteration 45Q: 3 clusters Score -3529145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 29844 members 
Entering Unmasked Estep 
Score: -3529146.500000 Penalty: 3352.633789
	Iteration 46Q: 3 clusters Score -3529146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 29845 members 
Entering Unmasked Estep 
Score: -3529147.000000 Penalty: 3352.633789
	Iteration 47Q: 3 clusters Score -3529147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 29845 members 
Entering Unmasked Estep 
Score: -3529147.000000 Penalty: 3352.633789
	Iteration 48F: 3 clusters Score -3529147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Entering Unmasked Estep 
Score: -417021.437500 Penalty: 1341.487671
	Iteration 0F: 2 clusters Score -417021.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -413743.250000 Penalty: 2682.975342
	Iteration 0F: 3 clusters Score -413743.2 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -414527.343750 Penalty: 2682.975342
	Iteration 1F: 3 clusters Score -414527.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -414658.750000 Penalty: 2682.975342
	Iteration 2F: 3 clusters Score -414658.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -414741.375000 Penalty: 2682.975342
	Iteration 3Q: 3 clusters Score -414741.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -414807.531250 Penalty: 2682.975342
	Iteration 4Q: 3 clusters Score -414807.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -414865.937500 Penalty: 2682.975342
	Iteration 5Q: 3 clusters Score -414865.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -414922.718750 Penalty: 2682.975342
	Iteration 6Q: 3 clusters Score -414922.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -414989.406250 Penalty: 2682.975342
	Iteration 7Q: 3 clusters Score -414989.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -415042.187500 Penalty: 2682.975342
	Iteration 8Q: 3 clusters Score -415042.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -415097.093750 Penalty: 2682.975342
	Iteration 9Q: 3 clusters Score -415097.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -415150.875000 Penalty: 2682.975342
	Iteration 10Q: 3 clusters Score -415150.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -415192.718750 Penalty: 2682.975342
	Iteration 11Q: 3 clusters Score -415192.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -415227.000000 Penalty: 2682.975342
	Iteration 12Q: 3 clusters Score -415227 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -415263.406250 Penalty: 2682.975342
	Iteration 13Q: 3 clusters Score -415263.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -415308.156250 Penalty: 2682.975342
	Iteration 14Q: 3 clusters Score -415308.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -415349.343750 Penalty: 2682.975342
	Iteration 15Q: 3 clusters Score -415349.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -415398.437500 Penalty: 2682.975342
	Iteration 16Q: 3 clusters Score -415398.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -415455.625000 Penalty: 2682.975342
	Iteration 17Q: 3 clusters Score -415455.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -415507.875000 Penalty: 2682.975342
	Iteration 18Q: 3 clusters Score -415507.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -415552.468750 Penalty: 2682.975342
	Iteration 19Q: 3 clusters Score -415552.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -415584.312500 Penalty: 2682.975342
	Iteration 20F: 3 clusters Score -415584.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -415615.062500 Penalty: 2682.975342
	Iteration 21Q: 3 clusters Score -415615.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -415650.687500 Penalty: 2682.975342
	Iteration 22Q: 3 clusters Score -415650.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -415686.156250 Penalty: 2682.975342
	Iteration 23Q: 3 clusters Score -415686.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -415715.593750 Penalty: 2682.975342
	Iteration 24Q: 3 clusters Score -415715.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -415741.843750 Penalty: 2682.975342
	Iteration 25Q: 3 clusters Score -415741.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -415764.968750 Penalty: 2682.975342
	Iteration 26Q: 3 clusters Score -415765 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -415794.843750 Penalty: 2682.975342
	Iteration 27Q: 3 clusters Score -415794.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -415823.968750 Penalty: 2682.975342
	Iteration 28Q: 3 clusters Score -415824 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -415847.031250 Penalty: 2682.975342
	Iteration 29Q: 3 clusters Score -415847 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -415866.406250 Penalty: 2682.975342
	Iteration 30Q: 3 clusters Score -415866.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -415884.843750 Penalty: 2682.975342
	Iteration 31Q: 3 clusters Score -415884.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -415900.968750 Penalty: 2682.975342
	Iteration 32Q: 3 clusters Score -415901 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -415907.656250 Penalty: 2682.975342
	Iteration 33Q: 3 clusters Score -415907.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -415912.718750 Penalty: 2682.975342
	Iteration 34Q: 3 clusters Score -415912.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -415915.000000 Penalty: 2682.975342
	Iteration 35Q: 3 clusters Score -415915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -415918.000000 Penalty: 2682.975342
	Iteration 36Q: 3 clusters Score -415918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -415920.156250 Penalty: 2682.975342
	Iteration 37Q: 3 clusters Score -415920.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -415922.843750 Penalty: 2682.975342
	Iteration 38Q: 3 clusters Score -415922.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -415922.750000 Penalty: 2682.975342
	Iteration 39Q: 3 clusters Score -415922.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -415923.375000 Penalty: 2682.975342
	Iteration 40F: 3 clusters Score -415923.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Entering Unmasked Estep 
Score: -1141525.000000 Penalty: 1491.445679
	Iteration 0F: 2 clusters Score -1141525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1134604.875000 Penalty: 2982.891357
	Iteration 0F: 3 clusters Score -1134605 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1136941.000000 Penalty: 2982.891357
	Iteration 1F: 3 clusters Score -1136941 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1137422.000000 Penalty: 2982.891357
	Iteration 2F: 3 clusters Score -1137422 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1137980.875000 Penalty: 2982.891357
	Iteration 3F: 3 clusters Score -1137981 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1138610.000000 Penalty: 2982.891357
	Iteration 4F: 3 clusters Score -1138610 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1139344.250000 Penalty: 2982.891357
	Iteration 5F: 3 clusters Score -1139344 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1140061.250000 Penalty: 2982.891357
	Iteration 6F: 3 clusters Score -1140061 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1140665.125000 Penalty: 2982.891357
	Iteration 7F: 3 clusters Score -1140665 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1140915.250000 Penalty: 2982.891357
	Iteration 8Q: 3 clusters Score -1140915 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1140998.375000 Penalty: 2982.891357
	Iteration 9Q: 3 clusters Score -1140998 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1141027.625000 Penalty: 2982.891357
	Iteration 10Q: 3 clusters Score -1141028 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1141042.000000 Penalty: 2982.891357
	Iteration 11Q: 3 clusters Score -1141042 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1141044.875000 Penalty: 2982.891357
	Iteration 12Q: 3 clusters Score -1141045 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1141046.500000 Penalty: 2982.891357
	Iteration 13Q: 3 clusters Score -1141046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1141049.000000 Penalty: 2982.891357
	Iteration 14Q: 3 clusters Score -1141049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1141048.500000 Penalty: 2982.891357
	Iteration 15Q: 3 clusters Score -1141048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1141047.125000 Penalty: 2982.891357
	Iteration 16Q: 3 clusters Score -1141047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1141049.125000 Penalty: 2982.891357
	Iteration 17Q: 3 clusters Score -1141049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1141049.125000 Penalty: 2982.891357
	Iteration 18F: 3 clusters Score -1141049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Entering Unmasked Estep 
Score: -808399.750000 Penalty: 1450.407959
	Iteration 0F: 2 clusters Score -808399.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -802852.687500 Penalty: 2900.815918
	Iteration 0F: 3 clusters Score -802852.7 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -804456.937500 Penalty: 2900.815918
	Iteration 1F: 3 clusters Score -804456.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -804689.062500 Penalty: 2900.815918
	Iteration 2F: 3 clusters Score -804689.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -804888.062500 Penalty: 2900.815918
	Iteration 3F: 3 clusters Score -804888.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -805096.187500 Penalty: 2900.815918
	Iteration 4Q: 3 clusters Score -805096.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -805316.687500 Penalty: 2900.815918
	Iteration 5F: 3 clusters Score -805316.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -805523.625000 Penalty: 2900.815918
	Iteration 6Q: 3 clusters Score -805523.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -805737.312500 Penalty: 2900.815918
	Iteration 7Q: 3 clusters Score -805737.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -805933.125000 Penalty: 2900.815918
	Iteration 8Q: 3 clusters Score -805933.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -806122.375000 Penalty: 2900.815918
	Iteration 9Q: 3 clusters Score -806122.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -806280.062500 Penalty: 2900.815918
	Iteration 10Q: 3 clusters Score -806280.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -806410.500000 Penalty: 2900.815918
	Iteration 11Q: 3 clusters Score -806410.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -806521.812500 Penalty: 2900.815918
	Iteration 12Q: 3 clusters Score -806521.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -806608.187500 Penalty: 2900.815918
	Iteration 13Q: 3 clusters Score -806608.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -806669.500000 Penalty: 2900.815918
	Iteration 14Q: 3 clusters Score -806669.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -806720.937500 Penalty: 2900.815918
	Iteration 15Q: 3 clusters Score -806720.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -806764.500000 Penalty: 2900.815918
	Iteration 16Q: 3 clusters Score -806764.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -806789.500000 Penalty: 2900.815918
	Iteration 17Q: 3 clusters Score -806789.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -806811.000000 Penalty: 2900.815918
	Iteration 18Q: 3 clusters Score -806811 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -806833.875000 Penalty: 2900.815918
	Iteration 19Q: 3 clusters Score -806833.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -806851.375000 Penalty: 2900.815918
	Iteration 20F: 3 clusters Score -806851.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -806867.437500 Penalty: 2900.815918
	Iteration 21Q: 3 clusters Score -806867.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -806885.125000 Penalty: 2900.815918
	Iteration 22Q: 3 clusters Score -806885.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -806909.062500 Penalty: 2900.815918
	Iteration 23Q: 3 clusters Score -806909.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -806930.562500 Penalty: 2900.815918
	Iteration 24Q: 3 clusters Score -806930.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -806955.500000 Penalty: 2900.815918
	Iteration 25Q: 3 clusters Score -806955.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -806977.812500 Penalty: 2900.815918
	Iteration 26Q: 3 clusters Score -806977.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -806997.375000 Penalty: 2900.815918
	Iteration 27Q: 3 clusters Score -806997.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -807019.062500 Penalty: 2900.815918
	Iteration 28Q: 3 clusters Score -807019.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -807036.125000 Penalty: 2900.815918
	Iteration 29Q: 3 clusters Score -807036.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -807062.500000 Penalty: 2900.815918
	Iteration 30Q: 3 clusters Score -807062.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -807081.312500 Penalty: 2900.815918
	Iteration 31Q: 3 clusters Score -807081.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -807103.812500 Penalty: 2900.815918
	Iteration 32Q: 3 clusters Score -807103.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -807123.812500 Penalty: 2900.815918
	Iteration 33Q: 3 clusters Score -807123.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -807146.375000 Penalty: 2900.815918
	Iteration 34Q: 3 clusters Score -807146.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -807174.500000 Penalty: 2900.815918
	Iteration 35Q: 3 clusters Score -807174.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -807207.125000 Penalty: 2900.815918
	Iteration 36Q: 3 clusters Score -807207.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -807249.937500 Penalty: 2900.815918
	Iteration 37Q: 3 clusters Score -807249.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -807281.312500 Penalty: 2900.815918
	Iteration 38Q: 3 clusters Score -807281.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -807305.562500 Penalty: 2900.815918
	Iteration 39Q: 3 clusters Score -807305.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -807323.000000 Penalty: 2900.815918
	Iteration 40F: 3 clusters Score -807323 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -807331.625000 Penalty: 2900.815918
	Iteration 41Q: 3 clusters Score -807331.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -807339.187500 Penalty: 2900.815918
	Iteration 42Q: 3 clusters Score -807339.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -807345.937500 Penalty: 2900.815918
	Iteration 43Q: 3 clusters Score -807345.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -807354.687500 Penalty: 2900.815918
	Iteration 44Q: 3 clusters Score -807354.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -807359.562500 Penalty: 2900.815918
	Iteration 45Q: 3 clusters Score -807359.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -807359.250000 Penalty: 2900.815918
	Iteration 46Q: 3 clusters Score -807359.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -807361.937500 Penalty: 2900.815918
	Iteration 47Q: 3 clusters Score -807361.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -807366.250000 Penalty: 2900.815918
	Iteration 48Q: 3 clusters Score -807366.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -807367.250000 Penalty: 2900.815918
	Iteration 49Q: 3 clusters Score -807367.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -807369.187500 Penalty: 2900.815918
	Iteration 50Q: 3 clusters Score -807369.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -807370.187500 Penalty: 2900.815918
	Iteration 51Q: 3 clusters Score -807370.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -807371.875000 Penalty: 2900.815918
	Iteration 52Q: 3 clusters Score -807371.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -807372.250000 Penalty: 2900.815918
	Iteration 53Q: 3 clusters Score -807372.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -807372.000000 Penalty: 2900.815918
	Iteration 54Q: 3 clusters Score -807372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -807371.875000 Penalty: 2900.815918
	Iteration 55Q: 3 clusters Score -807371.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -807373.562500 Penalty: 2900.815918
	Iteration 56Q: 3 clusters Score -807373.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -807372.687500 Penalty: 2900.815918
	Iteration 57Q: 3 clusters Score -807372.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -807372.875000 Penalty: 2900.815918
	Iteration 58Q: 3 clusters Score -807372.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -807372.875000 Penalty: 2900.815918
	Iteration 59F: 3 clusters Score -807372.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -35084.687500 Penalty: 961.382812
	Iteration 0F: 2 clusters Score -35084.69 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 181 members 
Entering Unmasked Estep 
Score: -34164.683594 Penalty: 1922.765625
	Iteration 0F: 3 clusters Score -34164.68 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -34287.875000 Penalty: 1922.765625
	Iteration 1F: 3 clusters Score -34287.88 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -34398.007812 Penalty: 1922.765625
	Iteration 2F: 3 clusters Score -34398.01 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -34481.382812 Penalty: 1922.765625
	Iteration 3F: 3 clusters Score -34481.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -34552.839844 Penalty: 1922.765625
	Iteration 4F: 3 clusters Score -34552.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -34601.085938 Penalty: 1922.765625
	Iteration 5Q: 3 clusters Score -34601.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -34631.996094 Penalty: 1922.765625
	Iteration 6Q: 3 clusters Score -34632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -34639.484375 Penalty: 1922.765625
	Iteration 7Q: 3 clusters Score -34639.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -34642.292969 Penalty: 1922.765625
	Iteration 8Q: 3 clusters Score -34642.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -34655.816406 Penalty: 1922.765625
	Iteration 9Q: 3 clusters Score -34655.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -34670.000000 Penalty: 1922.765625
	Iteration 10Q: 3 clusters Score -34670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -34683.269531 Penalty: 1922.765625
	Iteration 11Q: 3 clusters Score -34683.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -34683.269531 Penalty: 1922.765625
	Iteration 12F: 3 clusters Score -34683.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (82784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82784 members 
Entering Unmasked Estep 
Score: -9868044.000000 Penalty: 1840.148315
	Iteration 0F: 2 clusters Score -9868044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41426 members 
Mstep: Class 2 contains 41358 members 
Entering Unmasked Estep 
Score: -9812836.000000 Penalty: 3680.296631
	Iteration 0F: 3 clusters Score -9812836 nChanged 39566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41878 members 
Mstep: Class 2 contains 40906 members 
Entering Unmasked Estep 
Score: -9835481.000000 Penalty: 3680.296631
	Iteration 1F: 3 clusters Score -9835481 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42373 members 
Mstep: Class 2 contains 40411 members 
Entering Unmasked Estep 
Score: -9835994.000000 Penalty: 3680.296631
	Iteration 2Q: 3 clusters Score -9835994 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43013 members 
Mstep: Class 2 contains 39771 members 
Entering Unmasked Estep 
Score: -9836646.000000 Penalty: 3680.296631
	Iteration 3Q: 3 clusters Score -9836646 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43934 members 
Mstep: Class 2 contains 38850 members 
Entering Unmasked Estep 
Score: -9837478.000000 Penalty: 3680.296631
	Iteration 4Q: 3 clusters Score -9837478 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45318 members 
Mstep: Class 2 contains 37466 members 
Entering Unmasked Estep 
Score: -9838866.000000 Penalty: 3680.296631
	Iteration 5Q: 3 clusters Score -9838866 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47194 members 
Mstep: Class 2 contains 35590 members 
Entering Unmasked Estep 
Score: -9840953.000000 Penalty: 3680.296631
	Iteration 6Q: 3 clusters Score -9840953 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49538 members 
Mstep: Class 2 contains 33246 members 
Entering Unmasked Estep 
Score: -9843846.000000 Penalty: 3680.296631
	Iteration 7F: 3 clusters Score -9843846 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52048 members 
Mstep: Class 2 contains 30736 members 
Entering Unmasked Estep 
Score: -9847429.000000 Penalty: 3680.296631
	Iteration 8F: 3 clusters Score -9847429 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54331 members 
Mstep: Class 2 contains 28453 members 
Entering Unmasked Estep 
Score: -9851082.000000 Penalty: 3680.296631
	Iteration 9F: 3 clusters Score -9851082 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56127 members 
Mstep: Class 2 contains 26657 members 
Entering Unmasked Estep 
Score: -9853543.000000 Penalty: 3680.296631
	Iteration 10F: 3 clusters Score -9853543 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57711 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -9854681.000000 Penalty: 3680.296631
	Iteration 11Q: 3 clusters Score -9854681 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59200 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -9855261.000000 Penalty: 3680.296631
	Iteration 12Q: 3 clusters Score -9855261 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60763 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -9855817.000000 Penalty: 3680.296631
	Iteration 13Q: 3 clusters Score -9855817 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62291 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -9856303.000000 Penalty: 3680.296631
	Iteration 14Q: 3 clusters Score -9856303 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63815 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -9856759.000000 Penalty: 3680.296631
	Iteration 15Q: 3 clusters Score -9856759 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65293 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -9857226.000000 Penalty: 3680.296631
	Iteration 16Q: 3 clusters Score -9857226 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66857 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -9857860.000000 Penalty: 3680.296631
	Iteration 17Q: 3 clusters Score -9857860 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68462 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -9858533.000000 Penalty: 3680.296631
	Iteration 18Q: 3 clusters Score -9858533 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70141 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -9859286.000000 Penalty: 3680.296631
	Iteration 19Q: 3 clusters Score -9859286 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71718 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -9859987.000000 Penalty: 3680.296631
	Iteration 20F: 3 clusters Score -9859987 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73302 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -9860725.000000 Penalty: 3680.296631
	Iteration 21Q: 3 clusters Score -9860725 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74798 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -9861479.000000 Penalty: 3680.296631
	Iteration 22Q: 3 clusters Score -9861479 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76222 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -9862328.000000 Penalty: 3680.296631
	Iteration 23Q: 3 clusters Score -9862328 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77481 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -9863059.000000 Penalty: 3680.296631
	Iteration 24Q: 3 clusters Score -9863059 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78648 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -9863785.000000 Penalty: 3680.296631
	Iteration 25Q: 3 clusters Score -9863785 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79657 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -9864417.000000 Penalty: 3680.296631
	Iteration 26Q: 3 clusters Score -9864417 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80523 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -9865022.000000 Penalty: 3680.296631
	Iteration 27Q: 3 clusters Score -9865022 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81154 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -9865472.000000 Penalty: 3680.296631
	Iteration 28Q: 3 clusters Score -9865472 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81609 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -9865756.000000 Penalty: 3680.296631
	Iteration 29Q: 3 clusters Score -9865756 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81909 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -9865943.000000 Penalty: 3680.296631
	Iteration 30Q: 3 clusters Score -9865943 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82118 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -9866119.000000 Penalty: 3680.296631
	Iteration 31Q: 3 clusters Score -9866119 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82239 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -9866236.000000 Penalty: 3680.296631
	Iteration 32Q: 3 clusters Score -9866236 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82332 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -9866322.000000 Penalty: 3680.296631
	Iteration 33Q: 3 clusters Score -9866322 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82376 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -9866360.000000 Penalty: 3680.296631
	Iteration 34Q: 3 clusters Score -9866360 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82407 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -9866398.000000 Penalty: 3680.296631
	Iteration 35Q: 3 clusters Score -9866398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82424 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -9866414.000000 Penalty: 3680.296631
	Iteration 36Q: 3 clusters Score -9866414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82435 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -9866425.000000 Penalty: 3680.296631
	Iteration 37Q: 3 clusters Score -9866425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82449 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -9866434.000000 Penalty: 3680.296631
	Iteration 38Q: 3 clusters Score -9866434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82459 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -9866441.000000 Penalty: 3680.296631
	Iteration 39Q: 3 clusters Score -9866441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82464 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -9866442.000000 Penalty: 3680.296631
	Iteration 40F: 3 clusters Score -9866442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82467 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -9866453.000000 Penalty: 3680.296631
	Iteration 41Q: 3 clusters Score -9866453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82470 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -9866457.000000 Penalty: 3680.296631
	Iteration 42Q: 3 clusters Score -9866457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82471 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -9866456.000000 Penalty: 3680.296631
	Iteration 43Q: 3 clusters Score -9866456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82472 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -9866464.000000 Penalty: 3680.296631
	Iteration 44Q: 3 clusters Score -9866464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82473 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -9866463.000000 Penalty: 3680.296631
	Iteration 45Q: 3 clusters Score -9866463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82474 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -9866465.000000 Penalty: 3680.296631
	Iteration 46Q: 3 clusters Score -9866465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82476 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -9866464.000000 Penalty: 3680.296631
	Iteration 47Q: 3 clusters Score -9866464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82475 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -9866465.000000 Penalty: 3680.296631
	Iteration 48Q: 3 clusters Score -9866465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82475 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -9866465.000000 Penalty: 3680.296631
	Iteration 49F: 3 clusters Score -9866465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (77291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77291 members 
Entering Unmasked Estep 
Score: -9198148.000000 Penalty: 1828.991577
	Iteration 0F: 2 clusters Score -9198148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38435 members 
Mstep: Class 2 contains 38856 members 
Entering Unmasked Estep 
Score: -9146774.000000 Penalty: 3657.983154
	Iteration 0F: 3 clusters Score -9146774 nChanged 36818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35921 members 
Mstep: Class 2 contains 41370 members 
Entering Unmasked Estep 
Score: -9167806.000000 Penalty: 3657.983154
	Iteration 1F: 3 clusters Score -9167806 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34187 members 
Mstep: Class 2 contains 43104 members 
Entering Unmasked Estep 
Score: -9168604.000000 Penalty: 3657.983154
	Iteration 2Q: 3 clusters Score -9168604 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 45704 members 
Entering Unmasked Estep 
Score: -9169836.000000 Penalty: 3657.983154
	Iteration 3Q: 3 clusters Score -9169836 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27813 members 
Mstep: Class 2 contains 49478 members 
Entering Unmasked Estep 
Score: -9171924.000000 Penalty: 3657.983154
	Iteration 4F: 3 clusters Score -9171924 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 54551 members 
Entering Unmasked Estep 
Score: -9175482.000000 Penalty: 3657.983154
	Iteration 5F: 3 clusters Score -9175482 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 60653 members 
Entering Unmasked Estep 
Score: -9180439.000000 Penalty: 3657.983154
	Iteration 6F: 3 clusters Score -9180439 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 66694 members 
Entering Unmasked Estep 
Score: -9186182.000000 Penalty: 3657.983154
	Iteration 7F: 3 clusters Score -9186182 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 71480 members 
Entering Unmasked Estep 
Score: -9191068.000000 Penalty: 3657.983154
	Iteration 8F: 3 clusters Score -9191068 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 74397 members 
Entering Unmasked Estep 
Score: -9193895.000000 Penalty: 3657.983154
	Iteration 9Q: 3 clusters Score -9193895 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 75882 members 
Entering Unmasked Estep 
Score: -9195308.000000 Penalty: 3657.983154
	Iteration 10Q: 3 clusters Score -9195308 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 76581 members 
Entering Unmasked Estep 
Score: -9195999.000000 Penalty: 3657.983154
	Iteration 11Q: 3 clusters Score -9195999 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 76860 members 
Entering Unmasked Estep 
Score: -9196274.000000 Penalty: 3657.983154
	Iteration 12Q: 3 clusters Score -9196274 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 76969 members 
Entering Unmasked Estep 
Score: -9196406.000000 Penalty: 3657.983154
	Iteration 13Q: 3 clusters Score -9196406 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 77022 members 
Entering Unmasked Estep 
Score: -9196472.000000 Penalty: 3657.983154
	Iteration 14Q: 3 clusters Score -9196472 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 77051 members 
Entering Unmasked Estep 
Score: -9196509.000000 Penalty: 3657.983154
	Iteration 15Q: 3 clusters Score -9196509 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 77071 members 
Entering Unmasked Estep 
Score: -9196537.000000 Penalty: 3657.983154
	Iteration 16Q: 3 clusters Score -9196537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 77078 members 
Entering Unmasked Estep 
Score: -9196547.000000 Penalty: 3657.983154
	Iteration 17Q: 3 clusters Score -9196547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 77082 members 
Entering Unmasked Estep 
Score: -9196549.000000 Penalty: 3657.983154
	Iteration 18Q: 3 clusters Score -9196549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 77082 members 
Entering Unmasked Estep 
Score: -9196545.000000 Penalty: 3657.983154
	Iteration 19Q: 3 clusters Score -9196545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 77080 members 
Entering Unmasked Estep 
Score: -9196551.000000 Penalty: 3657.983154
	Iteration 20F: 3 clusters Score -9196551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (8355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Entering Unmasked Estep 
Score: -994648.750000 Penalty: 1467.475098
	Iteration 0F: 2 clusters Score -994648.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -988555.000000 Penalty: 2934.950195
	Iteration 0F: 3 clusters Score -988555 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -990415.937500 Penalty: 2934.950195
	Iteration 1F: 3 clusters Score -990415.9 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -990611.187500 Penalty: 2934.950195
	Iteration 2F: 3 clusters Score -990611.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -990781.062500 Penalty: 2934.950195
	Iteration 3F: 3 clusters Score -990781.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -990914.312500 Penalty: 2934.950195
	Iteration 4Q: 3 clusters Score -990914.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -991036.875000 Penalty: 2934.950195
	Iteration 5Q: 3 clusters Score -991036.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -991135.625000 Penalty: 2934.950195
	Iteration 6Q: 3 clusters Score -991135.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -991249.562500 Penalty: 2934.950195
	Iteration 7Q: 3 clusters Score -991249.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -991391.625000 Penalty: 2934.950195
	Iteration 8Q: 3 clusters Score -991391.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -991544.875000 Penalty: 2934.950195
	Iteration 9Q: 3 clusters Score -991544.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -991723.312500 Penalty: 2934.950195
	Iteration 10Q: 3 clusters Score -991723.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -991949.500000 Penalty: 2934.950195
	Iteration 11Q: 3 clusters Score -991949.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -992205.562500 Penalty: 2934.950195
	Iteration 12Q: 3 clusters Score -992205.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -992458.875000 Penalty: 2934.950195
	Iteration 13Q: 3 clusters Score -992458.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -992689.062500 Penalty: 2934.950195
	Iteration 14Q: 3 clusters Score -992689.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -992870.125000 Penalty: 2934.950195
	Iteration 15Q: 3 clusters Score -992870.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -992999.562500 Penalty: 2934.950195
	Iteration 16Q: 3 clusters Score -992999.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -993110.750000 Penalty: 2934.950195
	Iteration 17Q: 3 clusters Score -993110.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -993187.937500 Penalty: 2934.950195
	Iteration 18Q: 3 clusters Score -993187.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -993263.125000 Penalty: 2934.950195
	Iteration 19Q: 3 clusters Score -993263.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -993309.312500 Penalty: 2934.950195
	Iteration 20F: 3 clusters Score -993309.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -993340.250000 Penalty: 2934.950195
	Iteration 21Q: 3 clusters Score -993340.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -993353.000000 Penalty: 2934.950195
	Iteration 22Q: 3 clusters Score -993353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -993361.750000 Penalty: 2934.950195
	Iteration 23Q: 3 clusters Score -993361.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -993367.375000 Penalty: 2934.950195
	Iteration 24Q: 3 clusters Score -993367.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -993373.625000 Penalty: 2934.950195
	Iteration 25Q: 3 clusters Score -993373.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -993385.062500 Penalty: 2934.950195
	Iteration 26Q: 3 clusters Score -993385.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -993393.125000 Penalty: 2934.950195
	Iteration 27Q: 3 clusters Score -993393.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -993393.437500 Penalty: 2934.950195
	Iteration 28Q: 3 clusters Score -993393.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -993393.437500 Penalty: 2934.950195
	Iteration 29F: 3 clusters Score -993393.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (9024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Entering Unmasked Estep 
Score: -1050871.500000 Penalty: 1479.992065
	Iteration 0F: 2 clusters Score -1050872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1044281.625000 Penalty: 2959.984131
	Iteration 0F: 3 clusters Score -1044282 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1046314.750000 Penalty: 2959.984131
	Iteration 1F: 3 clusters Score -1046315 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1046498.312500 Penalty: 2959.984131
	Iteration 2F: 3 clusters Score -1046498 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1046633.500000 Penalty: 2959.984131
	Iteration 3Q: 3 clusters Score -1046634 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1046726.625000 Penalty: 2959.984131
	Iteration 4Q: 3 clusters Score -1046727 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1046794.875000 Penalty: 2959.984131
	Iteration 5Q: 3 clusters Score -1046795 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1046844.875000 Penalty: 2959.984131
	Iteration 6Q: 3 clusters Score -1046845 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1046885.187500 Penalty: 2959.984131
	Iteration 7Q: 3 clusters Score -1046885 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1046917.750000 Penalty: 2959.984131
	Iteration 8Q: 3 clusters Score -1046918 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1046950.750000 Penalty: 2959.984131
	Iteration 9Q: 3 clusters Score -1046951 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1046986.375000 Penalty: 2959.984131
	Iteration 10Q: 3 clusters Score -1046986 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1047019.437500 Penalty: 2959.984131
	Iteration 11Q: 3 clusters Score -1047019 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1047054.000000 Penalty: 2959.984131
	Iteration 12Q: 3 clusters Score -1047054 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1047090.562500 Penalty: 2959.984131
	Iteration 13Q: 3 clusters Score -1047091 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1047154.750000 Penalty: 2959.984131
	Iteration 14Q: 3 clusters Score -1047155 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1047234.250000 Penalty: 2959.984131
	Iteration 15Q: 3 clusters Score -1047234 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1047339.437500 Penalty: 2959.984131
	Iteration 16Q: 3 clusters Score -1047339 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1047487.312500 Penalty: 2959.984131
	Iteration 17Q: 3 clusters Score -1047487 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1047671.562500 Penalty: 2959.984131
	Iteration 18Q: 3 clusters Score -1047672 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1047891.062500 Penalty: 2959.984131
	Iteration 19Q: 3 clusters Score -1047891 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1048158.562500 Penalty: 2959.984131
	Iteration 20F: 3 clusters Score -1048159 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1048434.437500 Penalty: 2959.984131
	Iteration 21Q: 3 clusters Score -1048434 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1048675.250000 Penalty: 2959.984131
	Iteration 22Q: 3 clusters Score -1048675 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1048855.875000 Penalty: 2959.984131
	Iteration 23Q: 3 clusters Score -1048856 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1048987.875000 Penalty: 2959.984131
	Iteration 24Q: 3 clusters Score -1048988 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1049116.375000 Penalty: 2959.984131
	Iteration 25Q: 3 clusters Score -1049116 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1049214.375000 Penalty: 2959.984131
	Iteration 26Q: 3 clusters Score -1049214 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1049298.500000 Penalty: 2959.984131
	Iteration 27Q: 3 clusters Score -1049298 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1049351.375000 Penalty: 2959.984131
	Iteration 28Q: 3 clusters Score -1049351 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1049387.250000 Penalty: 2959.984131
	Iteration 29Q: 3 clusters Score -1049387 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1049414.750000 Penalty: 2959.984131
	Iteration 30Q: 3 clusters Score -1049415 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1049437.000000 Penalty: 2959.984131
	Iteration 31Q: 3 clusters Score -1049437 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1049457.875000 Penalty: 2959.984131
	Iteration 32Q: 3 clusters Score -1049458 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1049479.125000 Penalty: 2959.984131
	Iteration 33Q: 3 clusters Score -1049479 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1049488.250000 Penalty: 2959.984131
	Iteration 34Q: 3 clusters Score -1049488 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1049501.000000 Penalty: 2959.984131
	Iteration 35Q: 3 clusters Score -1049501 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1049515.625000 Penalty: 2959.984131
	Iteration 36Q: 3 clusters Score -1049516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1049522.000000 Penalty: 2959.984131
	Iteration 37Q: 3 clusters Score -1049522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1049531.750000 Penalty: 2959.984131
	Iteration 38Q: 3 clusters Score -1049532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1049536.750000 Penalty: 2959.984131
	Iteration 39Q: 3 clusters Score -1049537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1049541.625000 Penalty: 2959.984131
	Iteration 40F: 3 clusters Score -1049542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1049543.750000 Penalty: 2959.984131
	Iteration 41Q: 3 clusters Score -1049544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1049544.625000 Penalty: 2959.984131
	Iteration 42Q: 3 clusters Score -1049545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1049546.750000 Penalty: 2959.984131
	Iteration 43Q: 3 clusters Score -1049547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1049550.250000 Penalty: 2959.984131
	Iteration 44Q: 3 clusters Score -1049550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1049550.750000 Penalty: 2959.984131
	Iteration 45Q: 3 clusters Score -1049551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1049550.500000 Penalty: 2959.984131
	Iteration 46Q: 3 clusters Score -1049550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1049550.500000 Penalty: 2959.984131
	Iteration 47F: 3 clusters Score -1049550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (79612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79612 members 
Entering Unmasked Estep 
Score: -9030779.000000 Penalty: 1833.799438
	Iteration 0F: 2 clusters Score -9030779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39845 members 
Mstep: Class 2 contains 39767 members 
Entering Unmasked Estep 
Score: -8977743.000000 Penalty: 3667.598877
	Iteration 0F: 3 clusters Score -8977743 nChanged 37812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39537 members 
Mstep: Class 2 contains 40075 members 
Entering Unmasked Estep 
Score: -8999936.000000 Penalty: 3667.598877
	Iteration 1F: 3 clusters Score -8999936 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39263 members 
Mstep: Class 2 contains 40349 members 
Entering Unmasked Estep 
Score: -9000733.000000 Penalty: 3667.598877
	Iteration 2Q: 3 clusters Score -9000733 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38884 members 
Mstep: Class 2 contains 40728 members 
Entering Unmasked Estep 
Score: -9001753.000000 Penalty: 3667.598877
	Iteration 3Q: 3 clusters Score -9001753 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38233 members 
Mstep: Class 2 contains 41379 members 
Entering Unmasked Estep 
Score: -9003180.000000 Penalty: 3667.598877
	Iteration 4Q: 3 clusters Score -9003180 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37361 members 
Mstep: Class 2 contains 42251 members 
Entering Unmasked Estep 
Score: -9005009.000000 Penalty: 3667.598877
	Iteration 5F: 3 clusters Score -9005009 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36131 members 
Mstep: Class 2 contains 43481 members 
Entering Unmasked Estep 
Score: -9007281.000000 Penalty: 3667.598877
	Iteration 6F: 3 clusters Score -9007281 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34627 members 
Mstep: Class 2 contains 44985 members 
Entering Unmasked Estep 
Score: -9010049.000000 Penalty: 3667.598877
	Iteration 7F: 3 clusters Score -9010049 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33022 members 
Mstep: Class 2 contains 46590 members 
Entering Unmasked Estep 
Score: -9013045.000000 Penalty: 3667.598877
	Iteration 8F: 3 clusters Score -9013045 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31418 members 
Mstep: Class 2 contains 48194 members 
Entering Unmasked Estep 
Score: -9015952.000000 Penalty: 3667.598877
	Iteration 9F: 3 clusters Score -9015952 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30003 members 
Mstep: Class 2 contains 49609 members 
Entering Unmasked Estep 
Score: -9018137.000000 Penalty: 3667.598877
	Iteration 10Q: 3 clusters Score -9018137 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 50901 members 
Entering Unmasked Estep 
Score: -9019488.000000 Penalty: 3667.598877
	Iteration 11Q: 3 clusters Score -9019488 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 52103 members 
Entering Unmasked Estep 
Score: -9020318.000000 Penalty: 3667.598877
	Iteration 12Q: 3 clusters Score -9020318 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 53223 members 
Entering Unmasked Estep 
Score: -9020968.000000 Penalty: 3667.598877
	Iteration 13Q: 3 clusters Score -9020968 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 54378 members 
Entering Unmasked Estep 
Score: -9021608.000000 Penalty: 3667.598877
	Iteration 14Q: 3 clusters Score -9021608 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 55389 members 
Entering Unmasked Estep 
Score: -9022172.000000 Penalty: 3667.598877
	Iteration 15Q: 3 clusters Score -9022172 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 56382 members 
Entering Unmasked Estep 
Score: -9022662.000000 Penalty: 3667.598877
	Iteration 16Q: 3 clusters Score -9022662 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 57330 members 
Entering Unmasked Estep 
Score: -9023159.000000 Penalty: 3667.598877
	Iteration 17Q: 3 clusters Score -9023159 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 58242 members 
Entering Unmasked Estep 
Score: -9023599.000000 Penalty: 3667.598877
	Iteration 18Q: 3 clusters Score -9023599 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 59101 members 
Entering Unmasked Estep 
Score: -9023977.000000 Penalty: 3667.598877
	Iteration 19Q: 3 clusters Score -9023977 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 59927 members 
Entering Unmasked Estep 
Score: -9024386.000000 Penalty: 3667.598877
	Iteration 20F: 3 clusters Score -9024386 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 60699 members 
Entering Unmasked Estep 
Score: -9024746.000000 Penalty: 3667.598877
	Iteration 21Q: 3 clusters Score -9024746 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 61404 members 
Entering Unmasked Estep 
Score: -9025086.000000 Penalty: 3667.598877
	Iteration 22Q: 3 clusters Score -9025086 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 62047 members 
Entering Unmasked Estep 
Score: -9025322.000000 Penalty: 3667.598877
	Iteration 23Q: 3 clusters Score -9025322 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 62610 members 
Entering Unmasked Estep 
Score: -9025497.000000 Penalty: 3667.598877
	Iteration 24Q: 3 clusters Score -9025497 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 63114 members 
Entering Unmasked Estep 
Score: -9025659.000000 Penalty: 3667.598877
	Iteration 25Q: 3 clusters Score -9025659 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 63602 members 
Entering Unmasked Estep 
Score: -9025757.000000 Penalty: 3667.598877
	Iteration 26Q: 3 clusters Score -9025757 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 64029 members 
Entering Unmasked Estep 
Score: -9025836.000000 Penalty: 3667.598877
	Iteration 27Q: 3 clusters Score -9025836 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 64425 members 
Entering Unmasked Estep 
Score: -9025887.000000 Penalty: 3667.598877
	Iteration 28Q: 3 clusters Score -9025887 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 64800 members 
Entering Unmasked Estep 
Score: -9025960.000000 Penalty: 3667.598877
	Iteration 29Q: 3 clusters Score -9025960 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 65164 members 
Entering Unmasked Estep 
Score: -9026000.000000 Penalty: 3667.598877
	Iteration 30Q: 3 clusters Score -9026000 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 65509 members 
Entering Unmasked Estep 
Score: -9026049.000000 Penalty: 3667.598877
	Iteration 31Q: 3 clusters Score -9026049 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 65892 members 
Entering Unmasked Estep 
Score: -9026093.000000 Penalty: 3667.598877
	Iteration 32Q: 3 clusters Score -9026093 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 66260 members 
Entering Unmasked Estep 
Score: -9026160.000000 Penalty: 3667.598877
	Iteration 33Q: 3 clusters Score -9026160 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 66586 members 
Entering Unmasked Estep 
Score: -9026185.000000 Penalty: 3667.598877
	Iteration 34Q: 3 clusters Score -9026185 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 66911 members 
Entering Unmasked Estep 
Score: -9026217.000000 Penalty: 3667.598877
	Iteration 35Q: 3 clusters Score -9026217 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 67244 members 
Entering Unmasked Estep 
Score: -9026283.000000 Penalty: 3667.598877
	Iteration 36Q: 3 clusters Score -9026283 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 67562 members 
Entering Unmasked Estep 
Score: -9026296.000000 Penalty: 3667.598877
	Iteration 37Q: 3 clusters Score -9026296 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 67867 members 
Entering Unmasked Estep 
Score: -9026342.000000 Penalty: 3667.598877
	Iteration 38Q: 3 clusters Score -9026342 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 68191 members 
Entering Unmasked Estep 
Score: -9026396.000000 Penalty: 3667.598877
	Iteration 39Q: 3 clusters Score -9026396 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 68496 members 
Entering Unmasked Estep 
Score: -9026442.000000 Penalty: 3667.598877
	Iteration 40F: 3 clusters Score -9026442 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 68815 members 
Entering Unmasked Estep 
Score: -9026503.000000 Penalty: 3667.598877
	Iteration 41Q: 3 clusters Score -9026503 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 69135 members 
Entering Unmasked Estep 
Score: -9026580.000000 Penalty: 3667.598877
	Iteration 42Q: 3 clusters Score -9026580 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 69417 members 
Entering Unmasked Estep 
Score: -9026605.000000 Penalty: 3667.598877
	Iteration 43Q: 3 clusters Score -9026605 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 69717 members 
Entering Unmasked Estep 
Score: -9026635.000000 Penalty: 3667.598877
	Iteration 44Q: 3 clusters Score -9026635 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 69986 members 
Entering Unmasked Estep 
Score: -9026687.000000 Penalty: 3667.598877
	Iteration 45Q: 3 clusters Score -9026687 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 70229 members 
Entering Unmasked Estep 
Score: -9026728.000000 Penalty: 3667.598877
	Iteration 46Q: 3 clusters Score -9026728 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 70482 members 
Entering Unmasked Estep 
Score: -9026782.000000 Penalty: 3667.598877
	Iteration 47Q: 3 clusters Score -9026782 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 70726 members 
Entering Unmasked Estep 
Score: -9026806.000000 Penalty: 3667.598877
	Iteration 48Q: 3 clusters Score -9026806 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 70987 members 
Entering Unmasked Estep 
Score: -9026845.000000 Penalty: 3667.598877
	Iteration 49Q: 3 clusters Score -9026845 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 71259 members 
Entering Unmasked Estep 
Score: -9026859.000000 Penalty: 3667.598877
	Iteration 50Q: 3 clusters Score -9026859 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 71554 members 
Entering Unmasked Estep 
Score: -9026899.000000 Penalty: 3667.598877
	Iteration 51Q: 3 clusters Score -9026899 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 71832 members 
Entering Unmasked Estep 
Score: -9026972.000000 Penalty: 3667.598877
	Iteration 52Q: 3 clusters Score -9026972 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 72136 members 
Entering Unmasked Estep 
Score: -9027035.000000 Penalty: 3667.598877
	Iteration 53Q: 3 clusters Score -9027035 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 72447 members 
Entering Unmasked Estep 
Score: -9027140.000000 Penalty: 3667.598877
	Iteration 54Q: 3 clusters Score -9027140 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 72762 members 
Entering Unmasked Estep 
Score: -9027219.000000 Penalty: 3667.598877
	Iteration 55Q: 3 clusters Score -9027219 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 73072 members 
Entering Unmasked Estep 
Score: -9027298.000000 Penalty: 3667.598877
	Iteration 56Q: 3 clusters Score -9027298 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 73366 members 
Entering Unmasked Estep 
Score: -9027355.000000 Penalty: 3667.598877
	Iteration 57Q: 3 clusters Score -9027355 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 73648 members 
Entering Unmasked Estep 
Score: -9027415.000000 Penalty: 3667.598877
	Iteration 58Q: 3 clusters Score -9027415 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 73922 members 
Entering Unmasked Estep 
Score: -9027484.000000 Penalty: 3667.598877
	Iteration 59Q: 3 clusters Score -9027484 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 74195 members 
Entering Unmasked Estep 
Score: -9027550.000000 Penalty: 3667.598877
	Iteration 60F: 3 clusters Score -9027550 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 74479 members 
Entering Unmasked Estep 
Score: -9027630.000000 Penalty: 3667.598877
	Iteration 61Q: 3 clusters Score -9027630 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 74760 members 
Entering Unmasked Estep 
Score: -9027687.000000 Penalty: 3667.598877
	Iteration 62Q: 3 clusters Score -9027687 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 74995 members 
Entering Unmasked Estep 
Score: -9027753.000000 Penalty: 3667.598877
	Iteration 63Q: 3 clusters Score -9027753 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 75235 members 
Entering Unmasked Estep 
Score: -9027766.000000 Penalty: 3667.598877
	Iteration 64Q: 3 clusters Score -9027766 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 75468 members 
Entering Unmasked Estep 
Score: -9027822.000000 Penalty: 3667.598877
	Iteration 65Q: 3 clusters Score -9027822 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 75700 members 
Entering Unmasked Estep 
Score: -9027875.000000 Penalty: 3667.598877
	Iteration 66Q: 3 clusters Score -9027875 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 75916 members 
Entering Unmasked Estep 
Score: -9027905.000000 Penalty: 3667.598877
	Iteration 67Q: 3 clusters Score -9027905 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 76143 members 
Entering Unmasked Estep 
Score: -9027954.000000 Penalty: 3667.598877
	Iteration 68Q: 3 clusters Score -9027954 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 76370 members 
Entering Unmasked Estep 
Score: -9028042.000000 Penalty: 3667.598877
	Iteration 69Q: 3 clusters Score -9028042 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 76602 members 
Entering Unmasked Estep 
Score: -9028099.000000 Penalty: 3667.598877
	Iteration 70Q: 3 clusters Score -9028099 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 76823 members 
Entering Unmasked Estep 
Score: -9028199.000000 Penalty: 3667.598877
	Iteration 71Q: 3 clusters Score -9028199 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 77046 members 
Entering Unmasked Estep 
Score: -9028275.000000 Penalty: 3667.598877
	Iteration 72Q: 3 clusters Score -9028275 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 77248 members 
Entering Unmasked Estep 
Score: -9028347.000000 Penalty: 3667.598877
	Iteration 73Q: 3 clusters Score -9028347 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 77451 members 
Entering Unmasked Estep 
Score: -9028414.000000 Penalty: 3667.598877
	Iteration 74Q: 3 clusters Score -9028414 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 77635 members 
Entering Unmasked Estep 
Score: -9028499.000000 Penalty: 3667.598877
	Iteration 75Q: 3 clusters Score -9028499 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 77805 members 
Entering Unmasked Estep 
Score: -9028539.000000 Penalty: 3667.598877
	Iteration 76Q: 3 clusters Score -9028539 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 77965 members 
Entering Unmasked Estep 
Score: -9028612.000000 Penalty: 3667.598877
	Iteration 77Q: 3 clusters Score -9028612 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 78115 members 
Entering Unmasked Estep 
Score: -9028684.000000 Penalty: 3667.598877
	Iteration 78Q: 3 clusters Score -9028684 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 78263 members 
Entering Unmasked Estep 
Score: -9028780.000000 Penalty: 3667.598877
	Iteration 79Q: 3 clusters Score -9028780 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 78379 members 
Entering Unmasked Estep 
Score: -9028819.000000 Penalty: 3667.598877
	Iteration 80F: 3 clusters Score -9028819 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 78458 members 
Entering Unmasked Estep 
Score: -9028859.000000 Penalty: 3667.598877
	Iteration 81Q: 3 clusters Score -9028859 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 78538 members 
Entering Unmasked Estep 
Score: -9028888.000000 Penalty: 3667.598877
	Iteration 82Q: 3 clusters Score -9028888 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 78622 members 
Entering Unmasked Estep 
Score: -9028913.000000 Penalty: 3667.598877
	Iteration 83Q: 3 clusters Score -9028913 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 78694 members 
Entering Unmasked Estep 
Score: -9028942.000000 Penalty: 3667.598877
	Iteration 84Q: 3 clusters Score -9028942 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 78747 members 
Entering Unmasked Estep 
Score: -9028993.000000 Penalty: 3667.598877
	Iteration 85Q: 3 clusters Score -9028993 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 78795 members 
Entering Unmasked Estep 
Score: -9029004.000000 Penalty: 3667.598877
	Iteration 86Q: 3 clusters Score -9029004 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 78844 members 
Entering Unmasked Estep 
Score: -9029034.000000 Penalty: 3667.598877
	Iteration 87Q: 3 clusters Score -9029034 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 78883 members 
Entering Unmasked Estep 
Score: -9029053.000000 Penalty: 3667.598877
	Iteration 88Q: 3 clusters Score -9029053 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 78920 members 
Entering Unmasked Estep 
Score: -9029077.000000 Penalty: 3667.598877
	Iteration 89Q: 3 clusters Score -9029077 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 78950 members 
Entering Unmasked Estep 
Score: -9029102.000000 Penalty: 3667.598877
	Iteration 90Q: 3 clusters Score -9029102 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 78973 members 
Entering Unmasked Estep 
Score: -9029101.000000 Penalty: 3667.598877
	Iteration 91Q: 3 clusters Score -9029101 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 78995 members 
Entering Unmasked Estep 
Score: -9029103.000000 Penalty: 3667.598877
	Iteration 92Q: 3 clusters Score -9029103 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 79008 members 
Entering Unmasked Estep 
Score: -9029118.000000 Penalty: 3667.598877
	Iteration 93Q: 3 clusters Score -9029118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 79018 members 
Entering Unmasked Estep 
Score: -9029128.000000 Penalty: 3667.598877
	Iteration 94Q: 3 clusters Score -9029128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 79024 members 
Entering Unmasked Estep 
Score: -9029133.000000 Penalty: 3667.598877
	Iteration 95Q: 3 clusters Score -9029133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 79034 members 
Entering Unmasked Estep 
Score: -9029128.000000 Penalty: 3667.598877
	Iteration 96Q: 3 clusters Score -9029128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 79043 members 
Entering Unmasked Estep 
Score: -9029144.000000 Penalty: 3667.598877
	Iteration 97Q: 3 clusters Score -9029144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 79055 members 
Entering Unmasked Estep 
Score: -9029154.000000 Penalty: 3667.598877
	Iteration 98Q: 3 clusters Score -9029154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 79066 members 
Entering Unmasked Estep 
Score: -9029155.000000 Penalty: 3667.598877
	Iteration 99Q: 3 clusters Score -9029155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 79076 members 
Entering Unmasked Estep 
Score: -9029161.000000 Penalty: 3667.598877
	Iteration 100F: 3 clusters Score -9029161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 79087 members 
Entering Unmasked Estep 
Score: -9029164.000000 Penalty: 3667.598877
	Iteration 101Q: 3 clusters Score -9029164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 79102 members 
Entering Unmasked Estep 
Score: -9029168.000000 Penalty: 3667.598877
	Iteration 102Q: 3 clusters Score -9029168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 79109 members 
Entering Unmasked Estep 
Score: -9029168.000000 Penalty: 3667.598877
	Iteration 103Q: 3 clusters Score -9029168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 79114 members 
Entering Unmasked Estep 
Score: -9029177.000000 Penalty: 3667.598877
	Iteration 104Q: 3 clusters Score -9029177 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 79124 members 
Entering Unmasked Estep 
Score: -9029195.000000 Penalty: 3667.598877
	Iteration 105Q: 3 clusters Score -9029195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 79129 members 
Entering Unmasked Estep 
Score: -9029193.000000 Penalty: 3667.598877
	Iteration 106Q: 3 clusters Score -9029193 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 79136 members 
Entering Unmasked Estep 
Score: -9029201.000000 Penalty: 3667.598877
	Iteration 107Q: 3 clusters Score -9029201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 79142 members 
Entering Unmasked Estep 
Score: -9029204.000000 Penalty: 3667.598877
	Iteration 108Q: 3 clusters Score -9029204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 79146 members 
Entering Unmasked Estep 
Score: -9029215.000000 Penalty: 3667.598877
	Iteration 109Q: 3 clusters Score -9029215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 79145 members 
Entering Unmasked Estep 
Score: -9029209.000000 Penalty: 3667.598877
	Iteration 110Q: 3 clusters Score -9029209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 79144 members 
Entering Unmasked Estep 
Score: -9029213.000000 Penalty: 3667.598877
	Iteration 111Q: 3 clusters Score -9029213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 79146 members 
Entering Unmasked Estep 
Score: -9029206.000000 Penalty: 3667.598877
	Iteration 112Q: 3 clusters Score -9029206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 79148 members 
Entering Unmasked Estep 
Score: -9029219.000000 Penalty: 3667.598877
	Iteration 113Q: 3 clusters Score -9029219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 79150 members 
Entering Unmasked Estep 
Score: -9029214.000000 Penalty: 3667.598877
	Iteration 114Q: 3 clusters Score -9029214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 79151 members 
Entering Unmasked Estep 
Score: -9029219.000000 Penalty: 3667.598877
	Iteration 115Q: 3 clusters Score -9029219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 79154 members 
Entering Unmasked Estep 
Score: -9029221.000000 Penalty: 3667.598877
	Iteration 116Q: 3 clusters Score -9029221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 79155 members 
Entering Unmasked Estep 
Score: -9029216.000000 Penalty: 3667.598877
	Iteration 117Q: 3 clusters Score -9029216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 79155 members 
Entering Unmasked Estep 
Score: -9029216.000000 Penalty: 3667.598877
	Iteration 118F: 3 clusters Score -9029216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Entering Unmasked Estep 
Score: -31253.927734 Penalty: 946.725037
	Iteration 0F: 2 clusters Score -31253.93 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 152 members 
Entering Unmasked Estep 
Score: -30342.259766 Penalty: 1893.450073
	Iteration 0F: 3 clusters Score -30342.26 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -30490.580078 Penalty: 1893.450073
	Iteration 1F: 3 clusters Score -30490.58 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -30566.640625 Penalty: 1893.450073
	Iteration 2F: 3 clusters Score -30566.64 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -30629.341797 Penalty: 1893.450073
	Iteration 3F: 3 clusters Score -30629.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -30699.318359 Penalty: 1893.450073
	Iteration 4F: 3 clusters Score -30699.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -30781.435547 Penalty: 1893.450073
	Iteration 5Q: 3 clusters Score -30781.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -30860.564453 Penalty: 1893.450073
	Iteration 6Q: 3 clusters Score -30860.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -30867.919922 Penalty: 1893.450073
	Iteration 7Q: 3 clusters Score -30867.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -30870.806641 Penalty: 1893.450073
	Iteration 8Q: 3 clusters Score -30870.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -30874.828125 Penalty: 1893.450073
	Iteration 9Q: 3 clusters Score -30874.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -30878.992188 Penalty: 1893.450073
	Iteration 10Q: 3 clusters Score -30878.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -30878.992188 Penalty: 1893.450073
	Iteration 11F: 3 clusters Score -30878.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -85287.515625 Penalty: 1090.063721
	Iteration 0F: 2 clusters Score -85287.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -84021.812500 Penalty: 2180.127441
	Iteration 0F: 3 clusters Score -84021.81 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -84226.781250 Penalty: 2180.127441
	Iteration 1F: 3 clusters Score -84226.78 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -84295.843750 Penalty: 2180.127441
	Iteration 2F: 3 clusters Score -84295.84 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -84343.140625 Penalty: 2180.127441
	Iteration 3Q: 3 clusters Score -84343.14 nChanged 30
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: -84384.796875 Penalty: 2180.127441
	Iteration 4Q: 3 clusters Score -84384.8 nChanged 29
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: -84423.000000 Penalty: 2180.127441
	Iteration 5Q: 3 clusters Score -84423 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -84461.539062 Penalty: 2180.127441
	Iteration 6Q: 3 clusters Score -84461.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -84502.984375 Penalty: 2180.127441
	Iteration 7Q: 3 clusters Score -84502.98 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -84551.570312 Penalty: 2180.127441
	Iteration 8Q: 3 clusters Score -84551.57 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -84595.656250 Penalty: 2180.127441
	Iteration 9Q: 3 clusters Score -84595.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -84625.000000 Penalty: 2180.127441
	Iteration 10Q: 3 clusters Score -84625 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -84662.695312 Penalty: 2180.127441
	Iteration 11Q: 3 clusters Score -84662.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -84694.367188 Penalty: 2180.127441
	Iteration 12Q: 3 clusters Score -84694.37 nChanged 10
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: -84720.320312 Penalty: 2180.127441
	Iteration 13Q: 3 clusters Score -84720.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -84736.968750 Penalty: 2180.127441
	Iteration 14Q: 3 clusters Score -84736.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -84746.539062 Penalty: 2180.127441
	Iteration 15Q: 3 clusters Score -84746.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -84760.234375 Penalty: 2180.127441
	Iteration 16Q: 3 clusters Score -84760.23 nChanged 9
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: -84782.140625 Penalty: 2180.127441
	Iteration 17Q: 3 clusters Score -84782.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -84803.250000 Penalty: 2180.127441
	Iteration 18Q: 3 clusters Score -84803.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -84810.289062 Penalty: 2180.127441
	Iteration 19Q: 3 clusters Score -84810.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -84811.601562 Penalty: 2180.127441
	Iteration 20F: 3 clusters Score -84811.6 nChanged 1
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: -84813.562500 Penalty: 2180.127441
	Iteration 21Q: 3 clusters Score -84813.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -84815.125000 Penalty: 2180.127441
	Iteration 22Q: 3 clusters Score -84815.12 nChanged 1
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: -84816.492188 Penalty: 2180.127441
	Iteration 23Q: 3 clusters Score -84816.49 nChanged 0
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: -84816.492188 Penalty: 2180.127441
	Iteration 24F: 3 clusters Score -84816.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Entering Unmasked Estep 
Score: -36726.667969 Penalty: 1001.538635
	Iteration 0F: 2 clusters Score -36726.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -35768.855469 Penalty: 2003.077271
	Iteration 0F: 3 clusters Score -35768.86 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -36061.082031 Penalty: 2003.077271
	Iteration 1F: 3 clusters Score -36061.08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -36155.257812 Penalty: 2003.077271
	Iteration 2F: 3 clusters Score -36155.26 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -36252.027344 Penalty: 2003.077271
	Iteration 3F: 3 clusters Score -36252.03 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -36296.671875 Penalty: 2003.077271
	Iteration 4Q: 3 clusters Score -36296.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -36321.582031 Penalty: 2003.077271
	Iteration 5Q: 3 clusters Score -36321.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -36338.839844 Penalty: 2003.077271
	Iteration 6Q: 3 clusters Score -36338.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -36352.625000 Penalty: 2003.077271
	Iteration 7Q: 3 clusters Score -36352.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -36366.550781 Penalty: 2003.077271
	Iteration 8Q: 3 clusters Score -36366.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -36381.957031 Penalty: 2003.077271
	Iteration 9Q: 3 clusters Score -36381.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -36399.234375 Penalty: 2003.077271
	Iteration 10Q: 3 clusters Score -36399.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -36406.449219 Penalty: 2003.077271
	Iteration 11Q: 3 clusters Score -36406.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -36409.378906 Penalty: 2003.077271
	Iteration 12Q: 3 clusters Score -36409.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -36409.378906 Penalty: 2003.077271
	Iteration 13F: 3 clusters Score -36409.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (17929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Entering Unmasked Estep 
Score: -2125648.500000 Penalty: 1591.553467
	Iteration 0F: 2 clusters Score -2125648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -2113458.000000 Penalty: 3183.106934
	Iteration 0F: 3 clusters Score -2113458 nChanged 7985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -2117703.000000 Penalty: 3183.106934
	Iteration 1F: 3 clusters Score -2117703 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -2117981.000000 Penalty: 3183.106934
	Iteration 2Q: 3 clusters Score -2117981 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -2118191.750000 Penalty: 3183.106934
	Iteration 3Q: 3 clusters Score -2118192 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -2118370.250000 Penalty: 3183.106934
	Iteration 4Q: 3 clusters Score -2118370 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -2118516.500000 Penalty: 3183.106934
	Iteration 5Q: 3 clusters Score -2118516 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -2118647.750000 Penalty: 3183.106934
	Iteration 6Q: 3 clusters Score -2118648 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -2118780.750000 Penalty: 3183.106934
	Iteration 7Q: 3 clusters Score -2118781 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -2118895.750000 Penalty: 3183.106934
	Iteration 8Q: 3 clusters Score -2118896 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -2119029.750000 Penalty: 3183.106934
	Iteration 9Q: 3 clusters Score -2119030 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -2119205.500000 Penalty: 3183.106934
	Iteration 10Q: 3 clusters Score -2119206 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -2119409.500000 Penalty: 3183.106934
	Iteration 11Q: 3 clusters Score -2119410 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -2119667.250000 Penalty: 3183.106934
	Iteration 12Q: 3 clusters Score -2119667 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -2119996.750000 Penalty: 3183.106934
	Iteration 13Q: 3 clusters Score -2119997 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -2120403.000000 Penalty: 3183.106934
	Iteration 14Q: 3 clusters Score -2120403 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -2120895.750000 Penalty: 3183.106934
	Iteration 15Q: 3 clusters Score -2120896 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -2121362.500000 Penalty: 3183.106934
	Iteration 16Q: 3 clusters Score -2121362 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -2121741.250000 Penalty: 3183.106934
	Iteration 17Q: 3 clusters Score -2121741 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -2121998.250000 Penalty: 3183.106934
	Iteration 18Q: 3 clusters Score -2121998 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -2122198.250000 Penalty: 3183.106934
	Iteration 19Q: 3 clusters Score -2122198 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -2122389.000000 Penalty: 3183.106934
	Iteration 20F: 3 clusters Score -2122389 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -2122578.250000 Penalty: 3183.106934
	Iteration 21Q: 3 clusters Score -2122578 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -2122754.000000 Penalty: 3183.106934
	Iteration 22Q: 3 clusters Score -2122754 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -2122911.750000 Penalty: 3183.106934
	Iteration 23Q: 3 clusters Score -2122912 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -2123049.750000 Penalty: 3183.106934
	Iteration 24Q: 3 clusters Score -2123050 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -2123178.500000 Penalty: 3183.106934
	Iteration 25Q: 3 clusters Score -2123178 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -2123305.750000 Penalty: 3183.106934
	Iteration 26Q: 3 clusters Score -2123306 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -2123415.250000 Penalty: 3183.106934
	Iteration 27Q: 3 clusters Score -2123415 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -2123517.750000 Penalty: 3183.106934
	Iteration 28Q: 3 clusters Score -2123518 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -2123607.750000 Penalty: 3183.106934
	Iteration 29Q: 3 clusters Score -2123608 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -2123674.750000 Penalty: 3183.106934
	Iteration 30Q: 3 clusters Score -2123675 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -2123749.750000 Penalty: 3183.106934
	Iteration 31Q: 3 clusters Score -2123750 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -2123816.500000 Penalty: 3183.106934
	Iteration 32Q: 3 clusters Score -2123816 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -2123876.000000 Penalty: 3183.106934
	Iteration 33Q: 3 clusters Score -2123876 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -2123926.250000 Penalty: 3183.106934
	Iteration 34Q: 3 clusters Score -2123926 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -2123984.750000 Penalty: 3183.106934
	Iteration 35Q: 3 clusters Score -2123985 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -2124024.000000 Penalty: 3183.106934
	Iteration 36Q: 3 clusters Score -2124024 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -2124057.500000 Penalty: 3183.106934
	Iteration 37Q: 3 clusters Score -2124058 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -2124077.500000 Penalty: 3183.106934
	Iteration 38Q: 3 clusters Score -2124078 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -2124094.750000 Penalty: 3183.106934
	Iteration 39Q: 3 clusters Score -2124095 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -2124114.250000 Penalty: 3183.106934
	Iteration 40F: 3 clusters Score -2124114 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -2124127.500000 Penalty: 3183.106934
	Iteration 41Q: 3 clusters Score -2124128 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -2124146.000000 Penalty: 3183.106934
	Iteration 42Q: 3 clusters Score -2124146 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -2124169.750000 Penalty: 3183.106934
	Iteration 43Q: 3 clusters Score -2124170 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -2124184.000000 Penalty: 3183.106934
	Iteration 44Q: 3 clusters Score -2124184 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -2124201.250000 Penalty: 3183.106934
	Iteration 45Q: 3 clusters Score -2124201 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -2124204.000000 Penalty: 3183.106934
	Iteration 46Q: 3 clusters Score -2124204 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -2124220.250000 Penalty: 3183.106934
	Iteration 47Q: 3 clusters Score -2124220 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -2124226.000000 Penalty: 3183.106934
	Iteration 48Q: 3 clusters Score -2124226 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -2124234.750000 Penalty: 3183.106934
	Iteration 49Q: 3 clusters Score -2124235 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -2124238.250000 Penalty: 3183.106934
	Iteration 50Q: 3 clusters Score -2124238 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -2124251.500000 Penalty: 3183.106934
	Iteration 51Q: 3 clusters Score -2124252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -2124257.750000 Penalty: 3183.106934
	Iteration 52Q: 3 clusters Score -2124258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -2124258.250000 Penalty: 3183.106934
	Iteration 53Q: 3 clusters Score -2124258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -2124260.250000 Penalty: 3183.106934
	Iteration 54Q: 3 clusters Score -2124260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -2124259.750000 Penalty: 3183.106934
	Iteration 55Q: 3 clusters Score -2124260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -2124261.250000 Penalty: 3183.106934
	Iteration 56Q: 3 clusters Score -2124261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -2124266.750000 Penalty: 3183.106934
	Iteration 57Q: 3 clusters Score -2124267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -2124265.750000 Penalty: 3183.106934
	Iteration 58Q: 3 clusters Score -2124266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -2124268.250000 Penalty: 3183.106934
	Iteration 59Q: 3 clusters Score -2124268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -2124271.250000 Penalty: 3183.106934
	Iteration 60F: 3 clusters Score -2124271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -2124271.000000 Penalty: 3183.106934
	Iteration 61Q: 3 clusters Score -2124271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -2124274.250000 Penalty: 3183.106934
	Iteration 62Q: 3 clusters Score -2124274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -2124273.500000 Penalty: 3183.106934
	Iteration 63Q: 3 clusters Score -2124274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -2124272.500000 Penalty: 3183.106934
	Iteration 64Q: 3 clusters Score -2124272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -2124276.250000 Penalty: 3183.106934
	Iteration 65Q: 3 clusters Score -2124276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -2124280.750000 Penalty: 3183.106934
	Iteration 66Q: 3 clusters Score -2124281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -2124279.000000 Penalty: 3183.106934
	Iteration 67Q: 3 clusters Score -2124279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -2124284.500000 Penalty: 3183.106934
	Iteration 68Q: 3 clusters Score -2124284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -2124285.250000 Penalty: 3183.106934
	Iteration 69Q: 3 clusters Score -2124285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -2124289.750000 Penalty: 3183.106934
	Iteration 70Q: 3 clusters Score -2124290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -2124286.750000 Penalty: 3183.106934
	Iteration 71Q: 3 clusters Score -2124287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -2124289.000000 Penalty: 3183.106934
	Iteration 72Q: 3 clusters Score -2124289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -2124292.250000 Penalty: 3183.106934
	Iteration 73Q: 3 clusters Score -2124292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -2124293.750000 Penalty: 3183.106934
	Iteration 74Q: 3 clusters Score -2124294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -2124294.000000 Penalty: 3183.106934
	Iteration 75Q: 3 clusters Score -2124294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -2124295.750000 Penalty: 3183.106934
	Iteration 76Q: 3 clusters Score -2124296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -2124297.250000 Penalty: 3183.106934
	Iteration 77Q: 3 clusters Score -2124297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -2124297.250000 Penalty: 3183.106934
	Iteration 78F: 3 clusters Score -2124297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Entering Unmasked Estep 
Score: -94957.468750 Penalty: 1123.482300
	Iteration 0F: 2 clusters Score -94957.47 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 496 members 
Entering Unmasked Estep 
Score: -93624.187500 Penalty: 2246.964600
	Iteration 0F: 3 clusters Score -93624.19 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -94112.890625 Penalty: 2246.964600
	Iteration 1F: 3 clusters Score -94112.89 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -94367.054688 Penalty: 2246.964600
	Iteration 2F: 3 clusters Score -94367.05 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -94533.992188 Penalty: 2246.964600
	Iteration 3F: 3 clusters Score -94533.99 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -94643.656250 Penalty: 2246.964600
	Iteration 4F: 3 clusters Score -94643.66 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -94701.031250 Penalty: 2246.964600
	Iteration 5Q: 3 clusters Score -94701.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -94727.843750 Penalty: 2246.964600
	Iteration 6Q: 3 clusters Score -94727.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -94757.656250 Penalty: 2246.964600
	Iteration 7Q: 3 clusters Score -94757.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -94769.765625 Penalty: 2246.964600
	Iteration 8Q: 3 clusters Score -94769.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -94773.023438 Penalty: 2246.964600
	Iteration 9Q: 3 clusters Score -94773.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -94774.695312 Penalty: 2246.964600
	Iteration 10Q: 3 clusters Score -94774.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -94774.695312 Penalty: 2246.964600
	Iteration 11F: 3 clusters Score -94774.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (59438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59438 members 
Entering Unmasked Estep 
Score: -7026625.500000 Penalty: 1786.312012
	Iteration 0F: 2 clusters Score -7026626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29815 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -6986835.000000 Penalty: 3572.624023
	Iteration 0F: 3 clusters Score -6986835 nChanged 28092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30027 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
Score: -7002892.500000 Penalty: 3572.624023
	Iteration 1F: 3 clusters Score -7002892 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30322 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -7003359.000000 Penalty: 3572.624023
	Iteration 2Q: 3 clusters Score -7003359 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 28563 members 
Entering Unmasked Estep 
Score: -7003876.500000 Penalty: 3572.624023
	Iteration 3Q: 3 clusters Score -7003876 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -7004477.000000 Penalty: 3572.624023
	Iteration 4Q: 3 clusters Score -7004477 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33105 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -7005391.000000 Penalty: 3572.624023
	Iteration 5Q: 3 clusters Score -7005391 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34908 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -7006791.500000 Penalty: 3572.624023
	Iteration 6Q: 3 clusters Score -7006792 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37157 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -7008976.000000 Penalty: 3572.624023
	Iteration 7F: 3 clusters Score -7008976 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39647 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -7011907.000000 Penalty: 3572.624023
	Iteration 8F: 3 clusters Score -7011907 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -7015214.000000 Penalty: 3572.624023
	Iteration 9F: 3 clusters Score -7015214 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43422 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -7017608.500000 Penalty: 3572.624023
	Iteration 10F: 3 clusters Score -7017608 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44477 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -7018924.500000 Penalty: 3572.624023
	Iteration 11Q: 3 clusters Score -7018924 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45370 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -7019616.000000 Penalty: 3572.624023
	Iteration 12Q: 3 clusters Score -7019616 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46197 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -7020066.500000 Penalty: 3572.624023
	Iteration 13Q: 3 clusters Score -7020066 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46976 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -7020398.500000 Penalty: 3572.624023
	Iteration 14Q: 3 clusters Score -7020398 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47670 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -7020680.000000 Penalty: 3572.624023
	Iteration 15Q: 3 clusters Score -7020680 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48345 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -7020964.500000 Penalty: 3572.624023
	Iteration 16Q: 3 clusters Score -7020964 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49059 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -7021180.000000 Penalty: 3572.624023
	Iteration 17Q: 3 clusters Score -7021180 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49728 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -7021404.000000 Penalty: 3572.624023
	Iteration 18Q: 3 clusters Score -7021404 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50425 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -7021625.000000 Penalty: 3572.624023
	Iteration 19Q: 3 clusters Score -7021625 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51150 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -7021856.500000 Penalty: 3572.624023
	Iteration 20F: 3 clusters Score -7021856 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51834 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -7022113.000000 Penalty: 3572.624023
	Iteration 21Q: 3 clusters Score -7022113 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52515 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -7022319.500000 Penalty: 3572.624023
	Iteration 22Q: 3 clusters Score -7022320 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53187 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -7022540.500000 Penalty: 3572.624023
	Iteration 23Q: 3 clusters Score -7022540 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53823 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -7022803.000000 Penalty: 3572.624023
	Iteration 24Q: 3 clusters Score -7022803 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54469 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -7023032.000000 Penalty: 3572.624023
	Iteration 25Q: 3 clusters Score -7023032 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55094 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -7023276.500000 Penalty: 3572.624023
	Iteration 26Q: 3 clusters Score -7023276 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55689 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -7023544.000000 Penalty: 3572.624023
	Iteration 27Q: 3 clusters Score -7023544 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56216 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -7023749.500000 Penalty: 3572.624023
	Iteration 28Q: 3 clusters Score -7023750 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56700 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -7023945.000000 Penalty: 3572.624023
	Iteration 29Q: 3 clusters Score -7023945 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57144 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -7024140.000000 Penalty: 3572.624023
	Iteration 30Q: 3 clusters Score -7024140 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57523 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -7024327.000000 Penalty: 3572.624023
	Iteration 31Q: 3 clusters Score -7024327 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57836 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -7024460.000000 Penalty: 3572.624023
	Iteration 32Q: 3 clusters Score -7024460 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58082 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -7024574.500000 Penalty: 3572.624023
	Iteration 33Q: 3 clusters Score -7024574 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58287 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -7024676.500000 Penalty: 3572.624023
	Iteration 34Q: 3 clusters Score -7024676 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58438 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -7024773.000000 Penalty: 3572.624023
	Iteration 35Q: 3 clusters Score -7024773 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58574 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -7024858.500000 Penalty: 3572.624023
	Iteration 36Q: 3 clusters Score -7024858 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58645 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -7024894.500000 Penalty: 3572.624023
	Iteration 37Q: 3 clusters Score -7024894 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58712 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -7024929.000000 Penalty: 3572.624023
	Iteration 38Q: 3 clusters Score -7024929 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58762 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -7024965.500000 Penalty: 3572.624023
	Iteration 39Q: 3 clusters Score -7024966 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58791 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -7024973.000000 Penalty: 3572.624023
	Iteration 40F: 3 clusters Score -7024973 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58822 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -7024992.500000 Penalty: 3572.624023
	Iteration 41Q: 3 clusters Score -7024992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58835 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -7025001.000000 Penalty: 3572.624023
	Iteration 42Q: 3 clusters Score -7025001 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58850 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -7025005.000000 Penalty: 3572.624023
	Iteration 43Q: 3 clusters Score -7025005 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58864 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -7025007.500000 Penalty: 3572.624023
	Iteration 44Q: 3 clusters Score -7025008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58875 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -7025029.000000 Penalty: 3572.624023
	Iteration 45Q: 3 clusters Score -7025029 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58891 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -7025028.000000 Penalty: 3572.624023
	Iteration 46Q: 3 clusters Score -7025028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58903 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -7025037.500000 Penalty: 3572.624023
	Iteration 47Q: 3 clusters Score -7025038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58911 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -7025046.500000 Penalty: 3572.624023
	Iteration 48Q: 3 clusters Score -7025046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58926 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -7025061.000000 Penalty: 3572.624023
	Iteration 49Q: 3 clusters Score -7025061 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58940 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -7025068.500000 Penalty: 3572.624023
	Iteration 50Q: 3 clusters Score -7025068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58951 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -7025075.500000 Penalty: 3572.624023
	Iteration 51Q: 3 clusters Score -7025076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58961 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -7025092.500000 Penalty: 3572.624023
	Iteration 52Q: 3 clusters Score -7025092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58967 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -7025096.500000 Penalty: 3572.624023
	Iteration 53Q: 3 clusters Score -7025096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58977 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -7025099.000000 Penalty: 3572.624023
	Iteration 54Q: 3 clusters Score -7025099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58983 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -7025114.500000 Penalty: 3572.624023
	Iteration 55Q: 3 clusters Score -7025114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58991 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -7025114.500000 Penalty: 3572.624023
	Iteration 56Q: 3 clusters Score -7025114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58996 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -7025123.000000 Penalty: 3572.624023
	Iteration 57Q: 3 clusters Score -7025123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58999 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -7025127.000000 Penalty: 3572.624023
	Iteration 58Q: 3 clusters Score -7025127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58999 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -7025136.000000 Penalty: 3572.624023
	Iteration 59Q: 3 clusters Score -7025136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58997 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -7025138.000000 Penalty: 3572.624023
	Iteration 60F: 3 clusters Score -7025138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58998 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -7025139.500000 Penalty: 3572.624023
	Iteration 61Q: 3 clusters Score -7025140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59001 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -7025142.500000 Penalty: 3572.624023
	Iteration 62Q: 3 clusters Score -7025142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59005 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -7025144.500000 Penalty: 3572.624023
	Iteration 63Q: 3 clusters Score -7025144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59008 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -7025144.500000 Penalty: 3572.624023
	Iteration 64Q: 3 clusters Score -7025144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59010 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -7025140.500000 Penalty: 3572.624023
	Iteration 65Q: 3 clusters Score -7025140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59010 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -7025140.500000 Penalty: 3572.624023
	Iteration 66F: 3 clusters Score -7025140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Entering Unmasked Estep 
Score: -35492.914062 Penalty: 973.612976
	Iteration 0F: 2 clusters Score -35492.91 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 202 members 
Entering Unmasked Estep 
Score: -34562.453125 Penalty: 1947.225952
	Iteration 0F: 3 clusters Score -34562.45 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -34744.601562 Penalty: 1947.225952
	Iteration 1F: 3 clusters Score -34744.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -34838.679688 Penalty: 1947.225952
	Iteration 2F: 3 clusters Score -34838.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -34895.128906 Penalty: 1947.225952
	Iteration 3Q: 3 clusters Score -34895.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -34967.500000 Penalty: 1947.225952
	Iteration 4Q: 3 clusters Score -34967.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -35048.093750 Penalty: 1947.225952
	Iteration 5Q: 3 clusters Score -35048.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -35078.472656 Penalty: 1947.225952
	Iteration 6Q: 3 clusters Score -35078.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -35087.390625 Penalty: 1947.225952
	Iteration 7Q: 3 clusters Score -35087.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -35092.042969 Penalty: 1947.225952
	Iteration 8Q: 3 clusters Score -35092.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -35097.640625 Penalty: 1947.225952
	Iteration 9Q: 3 clusters Score -35097.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -35097.640625 Penalty: 1947.225952
	Iteration 10F: 3 clusters Score -35097.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -22251.429688 Penalty: 948.631165
	Iteration 0F: 2 clusters Score -22251.43 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 162 members 
Entering Unmasked Estep 
Score: -21436.855469 Penalty: 1897.262329
	Iteration 0F: 3 clusters Score -21436.86 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -21693.994141 Penalty: 1897.262329
	Iteration 1F: 3 clusters Score -21693.99 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -21766.207031 Penalty: 1897.262329
	Iteration 2F: 3 clusters Score -21766.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -21793.416016 Penalty: 1897.262329
	Iteration 3Q: 3 clusters Score -21793.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -21797.513672 Penalty: 1897.262329
	Iteration 4Q: 3 clusters Score -21797.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -21797.513672 Penalty: 1897.262329
	Iteration 5F: 3 clusters Score -21797.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (5692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Entering Unmasked Estep 
Score: -679825.437500 Penalty: 1405.107788
	Iteration 0F: 2 clusters Score -679825.4 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 2904 members 
Entering Unmasked Estep 
Score: -675384.750000 Penalty: 2810.215576
	Iteration 0F: 3 clusters Score -675384.8 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -676675.312500 Penalty: 2810.215576
	Iteration 1F: 3 clusters Score -676675.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -676856.812500 Penalty: 2810.215576
	Iteration 2F: 3 clusters Score -676856.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -676984.687500 Penalty: 2810.215576
	Iteration 3F: 3 clusters Score -676984.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -677072.812500 Penalty: 2810.215576
	Iteration 4Q: 3 clusters Score -677072.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -677155.375000 Penalty: 2810.215576
	Iteration 5Q: 3 clusters Score -677155.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -677242.562500 Penalty: 2810.215576
	Iteration 6Q: 3 clusters Score -677242.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -677338.312500 Penalty: 2810.215576
	Iteration 7Q: 3 clusters Score -677338.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -677472.750000 Penalty: 2810.215576
	Iteration 8Q: 3 clusters Score -677472.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -677644.187500 Penalty: 2810.215576
	Iteration 9Q: 3 clusters Score -677644.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -677813.125000 Penalty: 2810.215576
	Iteration 10Q: 3 clusters Score -677813.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -678000.500000 Penalty: 2810.215576
	Iteration 11Q: 3 clusters Score -678000.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -678166.187500 Penalty: 2810.215576
	Iteration 12Q: 3 clusters Score -678166.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -678298.187500 Penalty: 2810.215576
	Iteration 13Q: 3 clusters Score -678298.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -678406.500000 Penalty: 2810.215576
	Iteration 14Q: 3 clusters Score -678406.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -678482.937500 Penalty: 2810.215576
	Iteration 15Q: 3 clusters Score -678482.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -678527.750000 Penalty: 2810.215576
	Iteration 16Q: 3 clusters Score -678527.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -678560.250000 Penalty: 2810.215576
	Iteration 17Q: 3 clusters Score -678560.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -678576.750000 Penalty: 2810.215576
	Iteration 18Q: 3 clusters Score -678576.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -678589.500000 Penalty: 2810.215576
	Iteration 19Q: 3 clusters Score -678589.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -678601.812500 Penalty: 2810.215576
	Iteration 20F: 3 clusters Score -678601.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -678612.250000 Penalty: 2810.215576
	Iteration 21Q: 3 clusters Score -678612.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -678618.937500 Penalty: 2810.215576
	Iteration 22Q: 3 clusters Score -678618.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -678625.250000 Penalty: 2810.215576
	Iteration 23Q: 3 clusters Score -678625.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -678627.500000 Penalty: 2810.215576
	Iteration 24Q: 3 clusters Score -678627.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -678627.500000 Penalty: 2810.215576
	Iteration 25F: 3 clusters Score -678627.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (86189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86189 members 
Entering Unmasked Estep 
Score: -10284031.000000 Penalty: 1846.698364
	Iteration 0F: 2 clusters Score -1.028403e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42841 members 
Mstep: Class 2 contains 43348 members 
Entering Unmasked Estep 
Score: -10226552.000000 Penalty: 3693.396729
	Iteration 0F: 3 clusters Score -1.022655e+07 nChanged 41184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40279 members 
Mstep: Class 2 contains 45910 members 
Entering Unmasked Estep 
Score: -10250398.000000 Penalty: 3693.396729
	Iteration 1F: 3 clusters Score -1.02504e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38531 members 
Mstep: Class 2 contains 47658 members 
Entering Unmasked Estep 
Score: -10251118.000000 Penalty: 3693.396729
	Iteration 2Q: 3 clusters Score -1.025112e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35870 members 
Mstep: Class 2 contains 50319 members 
Entering Unmasked Estep 
Score: -10252311.000000 Penalty: 3693.396729
	Iteration 3Q: 3 clusters Score -1.025231e+07 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31869 members 
Mstep: Class 2 contains 54320 members 
Entering Unmasked Estep 
Score: -10254474.000000 Penalty: 3693.396729
	Iteration 4Q: 3 clusters Score -1.025447e+07 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 59972 members 
Entering Unmasked Estep 
Score: -10258168.000000 Penalty: 3693.396729
	Iteration 5F: 3 clusters Score -1.025817e+07 nChanged 7426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 67392 members 
Entering Unmasked Estep 
Score: -10264366.000000 Penalty: 3693.396729
	Iteration 6F: 3 clusters Score -1.026437e+07 nChanged 7957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 75349 members 
Entering Unmasked Estep 
Score: -10272029.000000 Penalty: 3693.396729
	Iteration 7F: 3 clusters Score -1.027203e+07 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 81333 members 
Entering Unmasked Estep 
Score: -10277921.000000 Penalty: 3693.396729
	Iteration 8F: 3 clusters Score -1.027792e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 84443 members 
Entering Unmasked Estep 
Score: -10280921.000000 Penalty: 3693.396729
	Iteration 9Q: 3 clusters Score -1.028092e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 85541 members 
Entering Unmasked Estep 
Score: -10281868.000000 Penalty: 3693.396729
	Iteration 10Q: 3 clusters Score -1.028187e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 85837 members 
Entering Unmasked Estep 
Score: -10282183.000000 Penalty: 3693.396729
	Iteration 11Q: 3 clusters Score -1.028218e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 85921 members 
Entering Unmasked Estep 
Score: -10282297.000000 Penalty: 3693.396729
	Iteration 12Q: 3 clusters Score -1.02823e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 85944 members 
Entering Unmasked Estep 
Score: -10282349.000000 Penalty: 3693.396729
	Iteration 13Q: 3 clusters Score -1.028235e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 85951 members 
Entering Unmasked Estep 
Score: -10282376.000000 Penalty: 3693.396729
	Iteration 14Q: 3 clusters Score -1.028238e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 85959 members 
Entering Unmasked Estep 
Score: -10282401.000000 Penalty: 3693.396729
	Iteration 15Q: 3 clusters Score -1.02824e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 85961 members 
Entering Unmasked Estep 
Score: -10282409.000000 Penalty: 3693.396729
	Iteration 16Q: 3 clusters Score -1.028241e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 85964 members 
Entering Unmasked Estep 
Score: -10282418.000000 Penalty: 3693.396729
	Iteration 17Q: 3 clusters Score -1.028242e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 85966 members 
Entering Unmasked Estep 
Score: -10282426.000000 Penalty: 3693.396729
	Iteration 18Q: 3 clusters Score -1.028243e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 85967 members 
Entering Unmasked Estep 
Score: -10282426.000000 Penalty: 3693.396729
	Iteration 19Q: 3 clusters Score -1.028243e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 85969 members 
Entering Unmasked Estep 
Score: -10282431.000000 Penalty: 3693.396729
	Iteration 20F: 3 clusters Score -1.028243e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 85969 members 
Entering Unmasked Estep 
Score: -10282430.000000 Penalty: 3693.396729
	Iteration 21Q: 3 clusters Score -1.028243e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 85968 members 
Entering Unmasked Estep 
Score: -10282434.000000 Penalty: 3693.396729
	Iteration 22Q: 3 clusters Score -1.028243e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 85968 members 
Entering Unmasked Estep 
Score: -10282434.000000 Penalty: 3693.396729
	Iteration 23F: 3 clusters Score -1.028243e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Entering Unmasked Estep 
Score: -84417.429688 Penalty: 1086.046143
	Iteration 0F: 2 clusters Score -84417.43 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 393 members 
Entering Unmasked Estep 
Score: -83131.984375 Penalty: 2172.092285
	Iteration 0F: 3 clusters Score -83131.98 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -83355.585938 Penalty: 2172.092285
	Iteration 1F: 3 clusters Score -83355.59 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -83433.585938 Penalty: 2172.092285
	Iteration 2F: 3 clusters Score -83433.59 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -83479.156250 Penalty: 2172.092285
	Iteration 3Q: 3 clusters Score -83479.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -83496.078125 Penalty: 2172.092285
	Iteration 4Q: 3 clusters Score -83496.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -83506.835938 Penalty: 2172.092285
	Iteration 5Q: 3 clusters Score -83506.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -83513.296875 Penalty: 2172.092285
	Iteration 6Q: 3 clusters Score -83513.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -83516.718750 Penalty: 2172.092285
	Iteration 7Q: 3 clusters Score -83516.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -83518.179688 Penalty: 2172.092285
	Iteration 8Q: 3 clusters Score -83518.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -83518.984375 Penalty: 2172.092285
	Iteration 9Q: 3 clusters Score -83518.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -83521.187500 Penalty: 2172.092285
	Iteration 10Q: 3 clusters Score -83521.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -83522.000000 Penalty: 2172.092285
	Iteration 11Q: 3 clusters Score -83522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -83522.890625 Penalty: 2172.092285
	Iteration 12Q: 3 clusters Score -83522.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -83523.281250 Penalty: 2172.092285
	Iteration 13Q: 3 clusters Score -83523.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -83523.890625 Penalty: 2172.092285
	Iteration 14Q: 3 clusters Score -83523.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -83524.773438 Penalty: 2172.092285
	Iteration 15Q: 3 clusters Score -83524.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -83526.406250 Penalty: 2172.092285
	Iteration 16Q: 3 clusters Score -83526.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -83526.406250 Penalty: 2172.092285
	Iteration 17F: 3 clusters Score -83526.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (92932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92932 members 
Entering Unmasked Estep 
Score: -10912511.000000 Penalty: 1858.938721
	Iteration 0F: 2 clusters Score -1.091251e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46676 members 
Mstep: Class 2 contains 46256 members 
Entering Unmasked Estep 
Score: -10850701.000000 Penalty: 3717.877441
	Iteration 0F: 3 clusters Score -1.08507e+07 nChanged 44198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50608 members 
Mstep: Class 2 contains 42324 members 
Entering Unmasked Estep 
Score: -10876510.000000 Penalty: 3717.877441
	Iteration 1F: 3 clusters Score -1.087651e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53012 members 
Mstep: Class 2 contains 39920 members 
Entering Unmasked Estep 
Score: -10877771.000000 Penalty: 3717.877441
	Iteration 2Q: 3 clusters Score -1.087777e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56417 members 
Mstep: Class 2 contains 36515 members 
Entering Unmasked Estep 
Score: -10879770.000000 Penalty: 3717.877441
	Iteration 3Q: 3 clusters Score -1.087977e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61103 members 
Mstep: Class 2 contains 31829 members 
Entering Unmasked Estep 
Score: -10883194.000000 Penalty: 3717.877441
	Iteration 4F: 3 clusters Score -1.088319e+07 nChanged 6287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66954 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -10888828.000000 Penalty: 3717.877441
	Iteration 5F: 3 clusters Score -1.088883e+07 nChanged 6483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72889 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -10895639.000000 Penalty: 3717.877441
	Iteration 6F: 3 clusters Score -1.089564e+07 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77368 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -10901492.000000 Penalty: 3717.877441
	Iteration 7F: 3 clusters Score -1.090149e+07 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79966 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -10905060.000000 Penalty: 3717.877441
	Iteration 8Q: 3 clusters Score -1.090506e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81393 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -10906920.000000 Penalty: 3717.877441
	Iteration 9Q: 3 clusters Score -1.090692e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82378 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -10907877.000000 Penalty: 3717.877441
	Iteration 10Q: 3 clusters Score -1.090788e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83202 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -10908436.000000 Penalty: 3717.877441
	Iteration 11Q: 3 clusters Score -1.090844e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83884 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -10908816.000000 Penalty: 3717.877441
	Iteration 12Q: 3 clusters Score -1.090882e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84495 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -10909169.000000 Penalty: 3717.877441
	Iteration 13Q: 3 clusters Score -1.090917e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85045 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -10909477.000000 Penalty: 3717.877441
	Iteration 14Q: 3 clusters Score -1.090948e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85553 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -10909718.000000 Penalty: 3717.877441
	Iteration 15Q: 3 clusters Score -1.090972e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86023 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -10909989.000000 Penalty: 3717.877441
	Iteration 16Q: 3 clusters Score -1.090999e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86468 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -10910135.000000 Penalty: 3717.877441
	Iteration 17Q: 3 clusters Score -1.091014e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86869 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -10910331.000000 Penalty: 3717.877441
	Iteration 18Q: 3 clusters Score -1.091033e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87216 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -10910461.000000 Penalty: 3717.877441
	Iteration 19Q: 3 clusters Score -1.091046e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87534 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -10910569.000000 Penalty: 3717.877441
	Iteration 20F: 3 clusters Score -1.091057e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87803 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -10910636.000000 Penalty: 3717.877441
	Iteration 21Q: 3 clusters Score -1.091064e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88049 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -10910744.000000 Penalty: 3717.877441
	Iteration 22Q: 3 clusters Score -1.091074e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88297 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -10910814.000000 Penalty: 3717.877441
	Iteration 23Q: 3 clusters Score -1.091081e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88499 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -10910871.000000 Penalty: 3717.877441
	Iteration 24Q: 3 clusters Score -1.091087e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88685 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -10910982.000000 Penalty: 3717.877441
	Iteration 25Q: 3 clusters Score -1.091098e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88876 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -10911016.000000 Penalty: 3717.877441
	Iteration 26Q: 3 clusters Score -1.091102e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89026 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -10911043.000000 Penalty: 3717.877441
	Iteration 27Q: 3 clusters Score -1.091104e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89167 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -10911073.000000 Penalty: 3717.877441
	Iteration 28Q: 3 clusters Score -1.091107e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89298 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -10911081.000000 Penalty: 3717.877441
	Iteration 29Q: 3 clusters Score -1.091108e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89410 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -10911119.000000 Penalty: 3717.877441
	Iteration 30Q: 3 clusters Score -1.091112e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89517 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -10911130.000000 Penalty: 3717.877441
	Iteration 31Q: 3 clusters Score -1.091113e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89604 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -10911156.000000 Penalty: 3717.877441
	Iteration 32Q: 3 clusters Score -1.091116e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89686 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -10911178.000000 Penalty: 3717.877441
	Iteration 33Q: 3 clusters Score -1.091118e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89755 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -10911184.000000 Penalty: 3717.877441
	Iteration 34Q: 3 clusters Score -1.091118e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89821 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -10911194.000000 Penalty: 3717.877441
	Iteration 35Q: 3 clusters Score -1.091119e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89871 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -10911208.000000 Penalty: 3717.877441
	Iteration 36Q: 3 clusters Score -1.091121e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89920 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -10911213.000000 Penalty: 3717.877441
	Iteration 37Q: 3 clusters Score -1.091121e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89974 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -10911221.000000 Penalty: 3717.877441
	Iteration 38Q: 3 clusters Score -1.091122e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90020 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -10911216.000000 Penalty: 3717.877441
	Iteration 39Q: 3 clusters Score -1.091122e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90058 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -10911215.000000 Penalty: 3717.877441
	Iteration 40F: 3 clusters Score -1.091122e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90091 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -10911231.000000 Penalty: 3717.877441
	Iteration 41Q: 3 clusters Score -1.091123e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90121 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -10911228.000000 Penalty: 3717.877441
	Iteration 42Q: 3 clusters Score -1.091123e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90154 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -10911232.000000 Penalty: 3717.877441
	Iteration 43Q: 3 clusters Score -1.091123e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90186 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -10911232.000000 Penalty: 3717.877441
	Iteration 44Q: 3 clusters Score -1.091123e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90219 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -10911225.000000 Penalty: 3717.877441
	Iteration 45Q: 3 clusters Score -1.091122e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90240 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -10911228.000000 Penalty: 3717.877441
	Iteration 46Q: 3 clusters Score -1.091123e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90261 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -10911236.000000 Penalty: 3717.877441
	Iteration 47Q: 3 clusters Score -1.091124e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90285 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -10911238.000000 Penalty: 3717.877441
	Iteration 48Q: 3 clusters Score -1.091124e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90312 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -10911239.000000 Penalty: 3717.877441
	Iteration 49Q: 3 clusters Score -1.091124e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90337 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -10911249.000000 Penalty: 3717.877441
	Iteration 50Q: 3 clusters Score -1.091125e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90373 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -10911264.000000 Penalty: 3717.877441
	Iteration 51Q: 3 clusters Score -1.091126e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90401 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -10911258.000000 Penalty: 3717.877441
	Iteration 52Q: 3 clusters Score -1.091126e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90432 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -10911262.000000 Penalty: 3717.877441
	Iteration 53Q: 3 clusters Score -1.091126e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90461 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -10911281.000000 Penalty: 3717.877441
	Iteration 54Q: 3 clusters Score -1.091128e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90491 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -10911306.000000 Penalty: 3717.877441
	Iteration 55Q: 3 clusters Score -1.091131e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90528 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -10911276.000000 Penalty: 3717.877441
	Iteration 56Q: 3 clusters Score -1.091128e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90555 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -10911294.000000 Penalty: 3717.877441
	Iteration 57Q: 3 clusters Score -1.091129e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90584 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -10911306.000000 Penalty: 3717.877441
	Iteration 58Q: 3 clusters Score -1.091131e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90599 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -10911314.000000 Penalty: 3717.877441
	Iteration 59Q: 3 clusters Score -1.091131e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90611 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -10911323.000000 Penalty: 3717.877441
	Iteration 60F: 3 clusters Score -1.091132e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90619 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -10911320.000000 Penalty: 3717.877441
	Iteration 61Q: 3 clusters Score -1.091132e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90630 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -10911321.000000 Penalty: 3717.877441
	Iteration 62Q: 3 clusters Score -1.091132e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90640 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -10911319.000000 Penalty: 3717.877441
	Iteration 63Q: 3 clusters Score -1.091132e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90649 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -10911330.000000 Penalty: 3717.877441
	Iteration 64Q: 3 clusters Score -1.091133e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90659 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -10911327.000000 Penalty: 3717.877441
	Iteration 65Q: 3 clusters Score -1.091133e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90673 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -10911317.000000 Penalty: 3717.877441
	Iteration 66Q: 3 clusters Score -1.091132e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90690 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -10911306.000000 Penalty: 3717.877441
	Iteration 67Q: 3 clusters Score -1.091131e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90701 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -10911305.000000 Penalty: 3717.877441
	Iteration 68Q: 3 clusters Score -1.09113e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90709 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -10911311.000000 Penalty: 3717.877441
	Iteration 69Q: 3 clusters Score -1.091131e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90718 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -10911311.000000 Penalty: 3717.877441
	Iteration 70Q: 3 clusters Score -1.091131e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90725 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -10911310.000000 Penalty: 3717.877441
	Iteration 71Q: 3 clusters Score -1.091131e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90736 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -10911308.000000 Penalty: 3717.877441
	Iteration 72Q: 3 clusters Score -1.091131e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90748 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -10911317.000000 Penalty: 3717.877441
	Iteration 73Q: 3 clusters Score -1.091132e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90758 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -10911318.000000 Penalty: 3717.877441
	Iteration 74Q: 3 clusters Score -1.091132e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90762 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -10911318.000000 Penalty: 3717.877441
	Iteration 75Q: 3 clusters Score -1.091132e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90768 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -10911326.000000 Penalty: 3717.877441
	Iteration 76Q: 3 clusters Score -1.091133e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90773 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -10911321.000000 Penalty: 3717.877441
	Iteration 77Q: 3 clusters Score -1.091132e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90779 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -10911326.000000 Penalty: 3717.877441
	Iteration 78Q: 3 clusters Score -1.091133e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90783 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -10911325.000000 Penalty: 3717.877441
	Iteration 79Q: 3 clusters Score -1.091132e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90787 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -10911320.000000 Penalty: 3717.877441
	Iteration 80F: 3 clusters Score -1.091132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90788 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -10911323.000000 Penalty: 3717.877441
	Iteration 81Q: 3 clusters Score -1.091132e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90788 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -10911323.000000 Penalty: 3717.877441
	Iteration 82F: 3 clusters Score -1.091132e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (32173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32173 members 
Entering Unmasked Estep 
Score: -3817753.250000 Penalty: 1686.568359
	Iteration 0F: 2 clusters Score -3817753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -3796047.500000 Penalty: 3373.136719
	Iteration 0F: 3 clusters Score -3796048 nChanged 15003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -3804365.250000 Penalty: 3373.136719
	Iteration 1F: 3 clusters Score -3804365 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -3804697.500000 Penalty: 3373.136719
	Iteration 2Q: 3 clusters Score -3804698 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -3804939.500000 Penalty: 3373.136719
	Iteration 3Q: 3 clusters Score -3804940 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -3805146.500000 Penalty: 3373.136719
	Iteration 4Q: 3 clusters Score -3805146 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -3805369.250000 Penalty: 3373.136719
	Iteration 5Q: 3 clusters Score -3805369 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -3805565.500000 Penalty: 3373.136719
	Iteration 6Q: 3 clusters Score -3805566 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -3805816.500000 Penalty: 3373.136719
	Iteration 7Q: 3 clusters Score -3805816 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -3806137.750000 Penalty: 3373.136719
	Iteration 8Q: 3 clusters Score -3806138 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -3806596.250000 Penalty: 3373.136719
	Iteration 9Q: 3 clusters Score -3806596 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -3807375.500000 Penalty: 3373.136719
	Iteration 10Q: 3 clusters Score -3807376 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -3808562.500000 Penalty: 3373.136719
	Iteration 11Q: 3 clusters Score -3808562 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -3810199.250000 Penalty: 3373.136719
	Iteration 12F: 3 clusters Score -3810199 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -3811576.500000 Penalty: 3373.136719
	Iteration 13F: 3 clusters Score -3811576 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -3812267.250000 Penalty: 3373.136719
	Iteration 14Q: 3 clusters Score -3812267 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -3812545.500000 Penalty: 3373.136719
	Iteration 15Q: 3 clusters Score -3812546 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -3812724.500000 Penalty: 3373.136719
	Iteration 16Q: 3 clusters Score -3812724 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -3812872.000000 Penalty: 3373.136719
	Iteration 17Q: 3 clusters Score -3812872 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -3813004.250000 Penalty: 3373.136719
	Iteration 18Q: 3 clusters Score -3813004 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -3813115.000000 Penalty: 3373.136719
	Iteration 19Q: 3 clusters Score -3813115 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -3813223.500000 Penalty: 3373.136719
	Iteration 20F: 3 clusters Score -3813224 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -3813345.000000 Penalty: 3373.136719
	Iteration 21Q: 3 clusters Score -3813345 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -3813447.500000 Penalty: 3373.136719
	Iteration 22Q: 3 clusters Score -3813448 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -3813530.500000 Penalty: 3373.136719
	Iteration 23Q: 3 clusters Score -3813530 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -3813574.750000 Penalty: 3373.136719
	Iteration 24Q: 3 clusters Score -3813575 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -3813624.750000 Penalty: 3373.136719
	Iteration 25Q: 3 clusters Score -3813625 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -3813637.750000 Penalty: 3373.136719
	Iteration 26Q: 3 clusters Score -3813638 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -3813681.500000 Penalty: 3373.136719
	Iteration 27Q: 3 clusters Score -3813682 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -3813710.750000 Penalty: 3373.136719
	Iteration 28Q: 3 clusters Score -3813711 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -3813766.750000 Penalty: 3373.136719
	Iteration 29Q: 3 clusters Score -3813767 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -3813779.750000 Penalty: 3373.136719
	Iteration 30Q: 3 clusters Score -3813780 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -3813802.500000 Penalty: 3373.136719
	Iteration 31Q: 3 clusters Score -3813802 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -3813822.250000 Penalty: 3373.136719
	Iteration 32Q: 3 clusters Score -3813822 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -3813829.750000 Penalty: 3373.136719
	Iteration 33Q: 3 clusters Score -3813830 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -3813839.500000 Penalty: 3373.136719
	Iteration 34Q: 3 clusters Score -3813840 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -3813843.250000 Penalty: 3373.136719
	Iteration 35Q: 3 clusters Score -3813843 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -3813847.500000 Penalty: 3373.136719
	Iteration 36Q: 3 clusters Score -3813848 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -3813849.000000 Penalty: 3373.136719
	Iteration 37Q: 3 clusters Score -3813849 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -3813857.250000 Penalty: 3373.136719
	Iteration 38Q: 3 clusters Score -3813857 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -3813862.750000 Penalty: 3373.136719
	Iteration 39Q: 3 clusters Score -3813863 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -3813863.500000 Penalty: 3373.136719
	Iteration 40F: 3 clusters Score -3813864 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -3813869.500000 Penalty: 3373.136719
	Iteration 41Q: 3 clusters Score -3813870 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -3813867.500000 Penalty: 3373.136719
	Iteration 42Q: 3 clusters Score -3813868 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -3813863.500000 Penalty: 3373.136719
	Iteration 43Q: 3 clusters Score -3813864 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -3813876.250000 Penalty: 3373.136719
	Iteration 44Q: 3 clusters Score -3813876 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -3813874.000000 Penalty: 3373.136719
	Iteration 45Q: 3 clusters Score -3813874 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -3813864.250000 Penalty: 3373.136719
	Iteration 46Q: 3 clusters Score -3813864 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -3813863.750000 Penalty: 3373.136719
	Iteration 47Q: 3 clusters Score -3813864 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -3813868.500000 Penalty: 3373.136719
	Iteration 48Q: 3 clusters Score -3813868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -3813871.750000 Penalty: 3373.136719
	Iteration 49Q: 3 clusters Score -3813872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -3813872.000000 Penalty: 3373.136719
	Iteration 50Q: 3 clusters Score -3813872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -3813880.000000 Penalty: 3373.136719
	Iteration 51Q: 3 clusters Score -3813880 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -3813880.250000 Penalty: 3373.136719
	Iteration 52Q: 3 clusters Score -3813880 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -3813877.000000 Penalty: 3373.136719
	Iteration 53Q: 3 clusters Score -3813877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -3813883.000000 Penalty: 3373.136719
	Iteration 54Q: 3 clusters Score -3813883 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -3813875.250000 Penalty: 3373.136719
	Iteration 55Q: 3 clusters Score -3813875 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -3813880.500000 Penalty: 3373.136719
	Iteration 56Q: 3 clusters Score -3813880 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -3813882.000000 Penalty: 3373.136719
	Iteration 57Q: 3 clusters Score -3813882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -3813891.000000 Penalty: 3373.136719
	Iteration 58Q: 3 clusters Score -3813891 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -3813889.250000 Penalty: 3373.136719
	Iteration 59Q: 3 clusters Score -3813889 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -3813899.000000 Penalty: 3373.136719
	Iteration 60F: 3 clusters Score -3813899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -3813900.000000 Penalty: 3373.136719
	Iteration 61Q: 3 clusters Score -3813900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -3813901.500000 Penalty: 3373.136719
	Iteration 62Q: 3 clusters Score -3813902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -3813904.000000 Penalty: 3373.136719
	Iteration 63Q: 3 clusters Score -3813904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -3813901.250000 Penalty: 3373.136719
	Iteration 64Q: 3 clusters Score -3813901 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -3813899.750000 Penalty: 3373.136719
	Iteration 65Q: 3 clusters Score -3813900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -3813897.750000 Penalty: 3373.136719
	Iteration 66Q: 3 clusters Score -3813898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -3813900.500000 Penalty: 3373.136719
	Iteration 67Q: 3 clusters Score -3813900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -3813899.250000 Penalty: 3373.136719
	Iteration 68Q: 3 clusters Score -3813899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -3813895.000000 Penalty: 3373.136719
	Iteration 69Q: 3 clusters Score -3813895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -3813901.750000 Penalty: 3373.136719
	Iteration 70Q: 3 clusters Score -3813902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -3813900.000000 Penalty: 3373.136719
	Iteration 71Q: 3 clusters Score -3813900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -3813899.250000 Penalty: 3373.136719
	Iteration 72Q: 3 clusters Score -3813899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -3813904.500000 Penalty: 3373.136719
	Iteration 73Q: 3 clusters Score -3813904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -3813905.750000 Penalty: 3373.136719
	Iteration 74Q: 3 clusters Score -3813906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -3813901.750000 Penalty: 3373.136719
	Iteration 75Q: 3 clusters Score -3813902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -3813898.750000 Penalty: 3373.136719
	Iteration 76Q: 3 clusters Score -3813899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -3813899.500000 Penalty: 3373.136719
	Iteration 77Q: 3 clusters Score -3813900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -3813898.250000 Penalty: 3373.136719
	Iteration 78Q: 3 clusters Score -3813898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -3813905.500000 Penalty: 3373.136719
	Iteration 79Q: 3 clusters Score -3813906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -3813905.750000 Penalty: 3373.136719
	Iteration 80F: 3 clusters Score -3813906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -3813901.250000 Penalty: 3373.136719
	Iteration 81Q: 3 clusters Score -3813901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -3813902.000000 Penalty: 3373.136719
	Iteration 82Q: 3 clusters Score -3813902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -3813907.250000 Penalty: 3373.136719
	Iteration 83Q: 3 clusters Score -3813907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -3813906.750000 Penalty: 3373.136719
	Iteration 84Q: 3 clusters Score -3813907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -3813910.500000 Penalty: 3373.136719
	Iteration 85Q: 3 clusters Score -3813910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -3813910.750000 Penalty: 3373.136719
	Iteration 86Q: 3 clusters Score -3813911 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -3813906.000000 Penalty: 3373.136719
	Iteration 87Q: 3 clusters Score -3813906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -3813914.000000 Penalty: 3373.136719
	Iteration 88Q: 3 clusters Score -3813914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -3813910.250000 Penalty: 3373.136719
	Iteration 89Q: 3 clusters Score -3813910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -3813910.500000 Penalty: 3373.136719
	Iteration 90Q: 3 clusters Score -3813910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -3813912.250000 Penalty: 3373.136719
	Iteration 91Q: 3 clusters Score -3813912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -3813909.750000 Penalty: 3373.136719
	Iteration 92Q: 3 clusters Score -3813910 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -3813892.500000 Penalty: 3373.136719
	Iteration 93Q: 3 clusters Score -3813892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -3813896.000000 Penalty: 3373.136719
	Iteration 94Q: 3 clusters Score -3813896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -3813904.750000 Penalty: 3373.136719
	Iteration 95Q: 3 clusters Score -3813905 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -3813912.500000 Penalty: 3373.136719
	Iteration 96Q: 3 clusters Score -3813912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -3813906.750000 Penalty: 3373.136719
	Iteration 97Q: 3 clusters Score -3813907 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -3813912.000000 Penalty: 3373.136719
	Iteration 98Q: 3 clusters Score -3813912 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -3813917.750000 Penalty: 3373.136719
	Iteration 99Q: 3 clusters Score -3813918 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -3813920.750000 Penalty: 3373.136719
	Iteration 100F: 3 clusters Score -3813921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -3813924.000000 Penalty: 3373.136719
	Iteration 101Q: 3 clusters Score -3813924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -3813921.250000 Penalty: 3373.136719
	Iteration 102Q: 3 clusters Score -3813921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -3813922.000000 Penalty: 3373.136719
	Iteration 103Q: 3 clusters Score -3813922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -3813924.500000 Penalty: 3373.136719
	Iteration 104Q: 3 clusters Score -3813924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -3813919.750000 Penalty: 3373.136719
	Iteration 105Q: 3 clusters Score -3813920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -3813919.000000 Penalty: 3373.136719
	Iteration 106Q: 3 clusters Score -3813919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -3813919.500000 Penalty: 3373.136719
	Iteration 107Q: 3 clusters Score -3813920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -3813917.750000 Penalty: 3373.136719
	Iteration 108Q: 3 clusters Score -3813918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -3813917.000000 Penalty: 3373.136719
	Iteration 109Q: 3 clusters Score -3813917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -3813914.000000 Penalty: 3373.136719
	Iteration 110Q: 3 clusters Score -3813914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -3813914.000000 Penalty: 3373.136719
	Iteration 111F: 3 clusters Score -3813914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -24003.251953 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -24003.25 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 168 members 
Entering Unmasked Estep 
Score: -23159.265625 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -23159.27 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -23361.503906 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -23361.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -23468.437500 Penalty: 1858.033936
	Iteration 2F: 3 clusters Score -23468.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -23480.998047 Penalty: 1858.033936
	Iteration 3Q: 3 clusters Score -23481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -23501.640625 Penalty: 1858.033936
	Iteration 4Q: 3 clusters Score -23501.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -23526.537109 Penalty: 1858.033936
	Iteration 5Q: 3 clusters Score -23526.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -23534.298828 Penalty: 1858.033936
	Iteration 6Q: 3 clusters Score -23534.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -23540.001953 Penalty: 1858.033936
	Iteration 7Q: 3 clusters Score -23540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -23545.417969 Penalty: 1858.033936
	Iteration 8Q: 3 clusters Score -23545.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -23551.876953 Penalty: 1858.033936
	Iteration 9Q: 3 clusters Score -23551.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -23551.876953 Penalty: 1858.033936
	Iteration 10F: 3 clusters Score -23551.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (118596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118596 members 
Entering Unmasked Estep 
Score: -14040663.000000 Penalty: 1898.565186
	Iteration 0F: 2 clusters Score -1.404066e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59234 members 
Mstep: Class 2 contains 59362 members 
Entering Unmasked Estep 
Score: -13966406.000000 Penalty: 3797.130371
	Iteration 0F: 3 clusters Score -1.396641e+07 nChanged 56702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57902 members 
Mstep: Class 2 contains 60694 members 
Entering Unmasked Estep 
Score: -13999101.000000 Penalty: 3797.130371
	Iteration 1F: 3 clusters Score -1.39991e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56884 members 
Mstep: Class 2 contains 61712 members 
Entering Unmasked Estep 
Score: -13999671.000000 Penalty: 3797.130371
	Iteration 2Q: 3 clusters Score -1.399967e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55316 members 
Mstep: Class 2 contains 63280 members 
Entering Unmasked Estep 
Score: -14000236.000000 Penalty: 3797.130371
	Iteration 3Q: 3 clusters Score -1.400024e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53028 members 
Mstep: Class 2 contains 65568 members 
Entering Unmasked Estep 
Score: -14001096.000000 Penalty: 3797.130371
	Iteration 4Q: 3 clusters Score -1.40011e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49564 members 
Mstep: Class 2 contains 69032 members 
Entering Unmasked Estep 
Score: -14002399.000000 Penalty: 3797.130371
	Iteration 5Q: 3 clusters Score -1.40024e+07 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44507 members 
Mstep: Class 2 contains 74089 members 
Entering Unmasked Estep 
Score: -14004787.000000 Penalty: 3797.130371
	Iteration 6Q: 3 clusters Score -1.400479e+07 nChanged 7206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37387 members 
Mstep: Class 2 contains 81209 members 
Entering Unmasked Estep 
Score: -14008989.000000 Penalty: 3797.130371
	Iteration 7F: 3 clusters Score -1.400899e+07 nChanged 9302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28107 members 
Mstep: Class 2 contains 90489 members 
Entering Unmasked Estep 
Score: -14016150.000000 Penalty: 3797.130371
	Iteration 8F: 3 clusters Score -1.401615e+07 nChanged 10467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 100954 members 
Entering Unmasked Estep 
Score: -14024476.000000 Penalty: 3797.130371
	Iteration 9F: 3 clusters Score -1.402448e+07 nChanged 8605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 109553 members 
Entering Unmasked Estep 
Score: -14031433.000000 Penalty: 3797.130371
	Iteration 10F: 3 clusters Score -1.403143e+07 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 114525 members 
Entering Unmasked Estep 
Score: -14035737.000000 Penalty: 3797.130371
	Iteration 11Q: 3 clusters Score -1.403574e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 116775 members 
Entering Unmasked Estep 
Score: -14037465.000000 Penalty: 3797.130371
	Iteration 12Q: 3 clusters Score -1.403746e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 117673 members 
Entering Unmasked Estep 
Score: -14038287.000000 Penalty: 3797.130371
	Iteration 13Q: 3 clusters Score -1.403829e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 118016 members 
Entering Unmasked Estep 
Score: -14038633.000000 Penalty: 3797.130371
	Iteration 14Q: 3 clusters Score -1.403863e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 118157 members 
Entering Unmasked Estep 
Score: -14038765.000000 Penalty: 3797.130371
	Iteration 15Q: 3 clusters Score -1.403876e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 118221 members 
Entering Unmasked Estep 
Score: -14038822.000000 Penalty: 3797.130371
	Iteration 16Q: 3 clusters Score -1.403882e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 118268 members 
Entering Unmasked Estep 
Score: -14038885.000000 Penalty: 3797.130371
	Iteration 17Q: 3 clusters Score -1.403888e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 118297 members 
Entering Unmasked Estep 
Score: -14038966.000000 Penalty: 3797.130371
	Iteration 18Q: 3 clusters Score -1.403897e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 118314 members 
Entering Unmasked Estep 
Score: -14039024.000000 Penalty: 3797.130371
	Iteration 19Q: 3 clusters Score -1.403902e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 118324 members 
Entering Unmasked Estep 
Score: -14039023.000000 Penalty: 3797.130371
	Iteration 20F: 3 clusters Score -1.403902e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 118332 members 
Entering Unmasked Estep 
Score: -14039033.000000 Penalty: 3797.130371
	Iteration 21Q: 3 clusters Score -1.403903e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 118332 members 
Entering Unmasked Estep 
Score: -14039042.000000 Penalty: 3797.130371
	Iteration 22Q: 3 clusters Score -1.403904e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 118332 members 
Entering Unmasked Estep 
Score: -14039039.000000 Penalty: 3797.130371
	Iteration 23Q: 3 clusters Score -1.403904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 118331 members 
Entering Unmasked Estep 
Score: -14039045.000000 Penalty: 3797.130371
	Iteration 24Q: 3 clusters Score -1.403904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 118332 members 
Entering Unmasked Estep 
Score: -14039054.000000 Penalty: 3797.130371
	Iteration 25Q: 3 clusters Score -1.403905e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 118333 members 
Entering Unmasked Estep 
Score: -14039045.000000 Penalty: 3797.130371
	Iteration 26Q: 3 clusters Score -1.403904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 118335 members 
Entering Unmasked Estep 
Score: -14039056.000000 Penalty: 3797.130371
	Iteration 27Q: 3 clusters Score -1.403906e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 118335 members 
Entering Unmasked Estep 
Score: -14039058.000000 Penalty: 3797.130371
	Iteration 28Q: 3 clusters Score -1.403906e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 118338 members 
Entering Unmasked Estep 
Score: -14039063.000000 Penalty: 3797.130371
	Iteration 29Q: 3 clusters Score -1.403906e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 118340 members 
Entering Unmasked Estep 
Score: -14039068.000000 Penalty: 3797.130371
	Iteration 30Q: 3 clusters Score -1.403907e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 118341 members 
Entering Unmasked Estep 
Score: -14039060.000000 Penalty: 3797.130371
	Iteration 31Q: 3 clusters Score -1.403906e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 118343 members 
Entering Unmasked Estep 
Score: -14039075.000000 Penalty: 3797.130371
	Iteration 32Q: 3 clusters Score -1.403908e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 118343 members 
Entering Unmasked Estep 
Score: -14039082.000000 Penalty: 3797.130371
	Iteration 33Q: 3 clusters Score -1.403908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 118344 members 
Entering Unmasked Estep 
Score: -14039086.000000 Penalty: 3797.130371
	Iteration 34Q: 3 clusters Score -1.403909e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 118346 members 
Entering Unmasked Estep 
Score: -14039088.000000 Penalty: 3797.130371
	Iteration 35Q: 3 clusters Score -1.403909e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 118347 members 
Entering Unmasked Estep 
Score: -14039072.000000 Penalty: 3797.130371
	Iteration 36Q: 3 clusters Score -1.403907e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 118349 members 
Entering Unmasked Estep 
Score: -14039085.000000 Penalty: 3797.130371
	Iteration 37Q: 3 clusters Score -1.403908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 118348 members 
Entering Unmasked Estep 
Score: -14039086.000000 Penalty: 3797.130371
	Iteration 38Q: 3 clusters Score -1.403909e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 118347 members 
Entering Unmasked Estep 
Score: -14039093.000000 Penalty: 3797.130371
	Iteration 39Q: 3 clusters Score -1.403909e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 118347 members 
Entering Unmasked Estep 
Score: -14039093.000000 Penalty: 3797.130371
	Iteration 40F: 3 clusters Score -1.403909e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (43492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43492 members 
Entering Unmasked Estep 
Score: -5165539.500000 Penalty: 1735.553955
	Iteration 0F: 2 clusters Score -5165540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -5136352.500000 Penalty: 3471.107910
	Iteration 0F: 3 clusters Score -5136352 nChanged 20322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -5147897.500000 Penalty: 3471.107910
	Iteration 1F: 3 clusters Score -5147898 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -5148233.500000 Penalty: 3471.107910
	Iteration 2Q: 3 clusters Score -5148234 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -5148542.500000 Penalty: 3471.107910
	Iteration 3Q: 3 clusters Score -5148542 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -5148824.500000 Penalty: 3471.107910
	Iteration 4Q: 3 clusters Score -5148824 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -5149027.500000 Penalty: 3471.107910
	Iteration 5Q: 3 clusters Score -5149028 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -5149315.000000 Penalty: 3471.107910
	Iteration 6Q: 3 clusters Score -5149315 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -5149644.000000 Penalty: 3471.107910
	Iteration 7Q: 3 clusters Score -5149644 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -5150052.000000 Penalty: 3471.107910
	Iteration 8Q: 3 clusters Score -5150052 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -5150746.500000 Penalty: 3471.107910
	Iteration 9Q: 3 clusters Score -5150746 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -5151759.500000 Penalty: 3471.107910
	Iteration 10Q: 3 clusters Score -5151760 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -5153246.500000 Penalty: 3471.107910
	Iteration 11F: 3 clusters Score -5153246 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -5155078.500000 Penalty: 3471.107910
	Iteration 12F: 3 clusters Score -5155078 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -5156678.000000 Penalty: 3471.107910
	Iteration 13F: 3 clusters Score -5156678 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -5157662.500000 Penalty: 3471.107910
	Iteration 14Q: 3 clusters Score -5157662 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -5158165.000000 Penalty: 3471.107910
	Iteration 15Q: 3 clusters Score -5158165 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -5158556.000000 Penalty: 3471.107910
	Iteration 16Q: 3 clusters Score -5158556 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33934 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -5158915.000000 Penalty: 3471.107910
	Iteration 17Q: 3 clusters Score -5158915 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34858 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -5159354.500000 Penalty: 3471.107910
	Iteration 18Q: 3 clusters Score -5159354 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -5159783.000000 Penalty: 3471.107910
	Iteration 19Q: 3 clusters Score -5159783 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36617 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -5160218.500000 Penalty: 3471.107910
	Iteration 20F: 3 clusters Score -5160218 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37404 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -5160644.000000 Penalty: 3471.107910
	Iteration 21Q: 3 clusters Score -5160644 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -5161077.500000 Penalty: 3471.107910
	Iteration 22Q: 3 clusters Score -5161078 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38869 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -5161519.000000 Penalty: 3471.107910
	Iteration 23Q: 3 clusters Score -5161519 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39495 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -5161906.500000 Penalty: 3471.107910
	Iteration 24Q: 3 clusters Score -5161906 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40036 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -5162285.000000 Penalty: 3471.107910
	Iteration 25Q: 3 clusters Score -5162285 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40545 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -5162611.000000 Penalty: 3471.107910
	Iteration 26Q: 3 clusters Score -5162611 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40978 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -5162910.000000 Penalty: 3471.107910
	Iteration 27Q: 3 clusters Score -5162910 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41359 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -5163138.000000 Penalty: 3471.107910
	Iteration 28Q: 3 clusters Score -5163138 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41675 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -5163317.000000 Penalty: 3471.107910
	Iteration 29Q: 3 clusters Score -5163317 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41912 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -5163461.000000 Penalty: 3471.107910
	Iteration 30Q: 3 clusters Score -5163461 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42076 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -5163550.500000 Penalty: 3471.107910
	Iteration 31Q: 3 clusters Score -5163550 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42223 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -5163643.500000 Penalty: 3471.107910
	Iteration 32Q: 3 clusters Score -5163644 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42345 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -5163696.500000 Penalty: 3471.107910
	Iteration 33Q: 3 clusters Score -5163696 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42447 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -5163750.000000 Penalty: 3471.107910
	Iteration 34Q: 3 clusters Score -5163750 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42532 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -5163804.500000 Penalty: 3471.107910
	Iteration 35Q: 3 clusters Score -5163804 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42596 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -5163838.500000 Penalty: 3471.107910
	Iteration 36Q: 3 clusters Score -5163838 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42651 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -5163879.000000 Penalty: 3471.107910
	Iteration 37Q: 3 clusters Score -5163879 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42700 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -5163905.000000 Penalty: 3471.107910
	Iteration 38Q: 3 clusters Score -5163905 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5163921.500000 Penalty: 3471.107910
	Iteration 39Q: 3 clusters Score -5163922 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42763 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -5163928.500000 Penalty: 3471.107910
	Iteration 40F: 3 clusters Score -5163928 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42793 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -5163950.000000 Penalty: 3471.107910
	Iteration 41Q: 3 clusters Score -5163950 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42815 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -5163969.500000 Penalty: 3471.107910
	Iteration 42Q: 3 clusters Score -5163970 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42830 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -5163977.500000 Penalty: 3471.107910
	Iteration 43Q: 3 clusters Score -5163978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42839 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -5163988.500000 Penalty: 3471.107910
	Iteration 44Q: 3 clusters Score -5163988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42848 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -5163988.000000 Penalty: 3471.107910
	Iteration 45Q: 3 clusters Score -5163988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -5163990.500000 Penalty: 3471.107910
	Iteration 46Q: 3 clusters Score -5163990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42861 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -5163999.500000 Penalty: 3471.107910
	Iteration 47Q: 3 clusters Score -5164000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42867 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -5164000.000000 Penalty: 3471.107910
	Iteration 48Q: 3 clusters Score -5164000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42870 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5164001.500000 Penalty: 3471.107910
	Iteration 49Q: 3 clusters Score -5164002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42876 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5164000.000000 Penalty: 3471.107910
	Iteration 50Q: 3 clusters Score -5164000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42882 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5164001.000000 Penalty: 3471.107910
	Iteration 51Q: 3 clusters Score -5164001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42885 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -5164008.000000 Penalty: 3471.107910
	Iteration 52Q: 3 clusters Score -5164008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42892 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -5164009.500000 Penalty: 3471.107910
	Iteration 53Q: 3 clusters Score -5164010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42894 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -5164012.500000 Penalty: 3471.107910
	Iteration 54Q: 3 clusters Score -5164012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42894 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -5164012.500000 Penalty: 3471.107910
	Iteration 55F: 3 clusters Score -5164012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (108626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108626 members 
Entering Unmasked Estep 
Score: -12872480.000000 Penalty: 1884.295654
	Iteration 0F: 2 clusters Score -1.287248e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54590 members 
Mstep: Class 2 contains 54036 members 
Entering Unmasked Estep 
Score: -12803731.000000 Penalty: 3768.591309
	Iteration 0F: 3 clusters Score -1.280373e+07 nChanged 52014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59908 members 
Mstep: Class 2 contains 48718 members 
Entering Unmasked Estep 
Score: -12834222.000000 Penalty: 3768.591309
	Iteration 1F: 3 clusters Score -1.283422e+07 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63211 members 
Mstep: Class 2 contains 45415 members 
Entering Unmasked Estep 
Score: -12835420.000000 Penalty: 3768.591309
	Iteration 2Q: 3 clusters Score -1.283542e+07 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67938 members 
Mstep: Class 2 contains 40688 members 
Entering Unmasked Estep 
Score: -12837512.000000 Penalty: 3768.591309
	Iteration 3Q: 3 clusters Score -1.283751e+07 nChanged 6937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74531 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
Score: -12841318.000000 Penalty: 3768.591309
	Iteration 4F: 3 clusters Score -1.284132e+07 nChanged 8613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82912 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -12847954.000000 Penalty: 3768.591309
	Iteration 5F: 3 clusters Score -1.284795e+07 nChanged 9476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92284 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -12857863.000000 Penalty: 3768.591309
	Iteration 6F: 3 clusters Score -1.285786e+07 nChanged 8653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100935 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -12865508.000000 Penalty: 3768.591309
	Iteration 7F: 3 clusters Score -1.286551e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105936 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -12869192.000000 Penalty: 3768.591309
	Iteration 8Q: 3 clusters Score -1.286919e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107805 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -12870303.000000 Penalty: 3768.591309
	Iteration 9Q: 3 clusters Score -1.28703e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108328 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -12870632.000000 Penalty: 3768.591309
	Iteration 10Q: 3 clusters Score -1.287063e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108446 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -12870766.000000 Penalty: 3768.591309
	Iteration 11Q: 3 clusters Score -1.287077e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108482 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -12870838.000000 Penalty: 3768.591309
	Iteration 12Q: 3 clusters Score -1.287084e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108486 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12870858.000000 Penalty: 3768.591309
	Iteration 13Q: 3 clusters Score -1.287086e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108491 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12870875.000000 Penalty: 3768.591309
	Iteration 14Q: 3 clusters Score -1.287088e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108491 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12870886.000000 Penalty: 3768.591309
	Iteration 15Q: 3 clusters Score -1.287089e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108491 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -12870895.000000 Penalty: 3768.591309
	Iteration 16Q: 3 clusters Score -1.28709e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108493 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -12870903.000000 Penalty: 3768.591309
	Iteration 17Q: 3 clusters Score -1.28709e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108495 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -12870909.000000 Penalty: 3768.591309
	Iteration 18Q: 3 clusters Score -1.287091e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108494 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12870914.000000 Penalty: 3768.591309
	Iteration 19Q: 3 clusters Score -1.287091e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108494 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -12870914.000000 Penalty: 3768.591309
	Iteration 20F: 3 clusters Score -1.287091e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (95727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95727 members 
Entering Unmasked Estep 
Score: -11378070.000000 Penalty: 1863.754028
	Iteration 0F: 2 clusters Score -1.137807e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47840 members 
Mstep: Class 2 contains 47887 members 
Entering Unmasked Estep 
Score: -11315166.000000 Penalty: 3727.508057
	Iteration 0F: 3 clusters Score -1.131517e+07 nChanged 45649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46645 members 
Mstep: Class 2 contains 49082 members 
Entering Unmasked Estep 
Score: -11341675.000000 Penalty: 3727.508057
	Iteration 1F: 3 clusters Score -1.134168e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46194 members 
Mstep: Class 2 contains 49533 members 
Entering Unmasked Estep 
Score: -11342450.000000 Penalty: 3727.508057
	Iteration 2Q: 3 clusters Score -1.134245e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45581 members 
Mstep: Class 2 contains 50146 members 
Entering Unmasked Estep 
Score: -11343464.000000 Penalty: 3727.508057
	Iteration 3Q: 3 clusters Score -1.134346e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44967 members 
Mstep: Class 2 contains 50760 members 
Entering Unmasked Estep 
Score: -11345182.000000 Penalty: 3727.508057
	Iteration 4Q: 3 clusters Score -1.134518e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44382 members 
Mstep: Class 2 contains 51345 members 
Entering Unmasked Estep 
Score: -11348289.000000 Penalty: 3727.508057
	Iteration 5Q: 3 clusters Score -1.134829e+07 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43856 members 
Mstep: Class 2 contains 51871 members 
Entering Unmasked Estep 
Score: -11353562.000000 Penalty: 3727.508057
	Iteration 6F: 3 clusters Score -1.135356e+07 nChanged 6764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43724 members 
Mstep: Class 2 contains 52003 members 
Entering Unmasked Estep 
Score: -11359880.000000 Penalty: 3727.508057
	Iteration 7F: 3 clusters Score -1.135988e+07 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43773 members 
Mstep: Class 2 contains 51954 members 
Entering Unmasked Estep 
Score: -11363925.000000 Penalty: 3727.508057
	Iteration 8F: 3 clusters Score -1.136392e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43896 members 
Mstep: Class 2 contains 51831 members 
Entering Unmasked Estep 
Score: -11366405.000000 Penalty: 3727.508057
	Iteration 9Q: 3 clusters Score -1.13664e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43984 members 
Mstep: Class 2 contains 51743 members 
Entering Unmasked Estep 
Score: -11368934.000000 Penalty: 3727.508057
	Iteration 10Q: 3 clusters Score -1.136893e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44125 members 
Mstep: Class 2 contains 51602 members 
Entering Unmasked Estep 
Score: -11371356.000000 Penalty: 3727.508057
	Iteration 11Q: 3 clusters Score -1.137136e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44178 members 
Mstep: Class 2 contains 51549 members 
Entering Unmasked Estep 
Score: -11373330.000000 Penalty: 3727.508057
	Iteration 12Q: 3 clusters Score -1.137333e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44282 members 
Mstep: Class 2 contains 51445 members 
Entering Unmasked Estep 
Score: -11374612.000000 Penalty: 3727.508057
	Iteration 13Q: 3 clusters Score -1.137461e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44557 members 
Mstep: Class 2 contains 51170 members 
Entering Unmasked Estep 
Score: -11375411.000000 Penalty: 3727.508057
	Iteration 14Q: 3 clusters Score -1.137541e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44795 members 
Mstep: Class 2 contains 50932 members 
Entering Unmasked Estep 
Score: -11375769.000000 Penalty: 3727.508057
	Iteration 15Q: 3 clusters Score -1.137577e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44912 members 
Mstep: Class 2 contains 50815 members 
Entering Unmasked Estep 
Score: -11376016.000000 Penalty: 3727.508057
	Iteration 16Q: 3 clusters Score -1.137602e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45246 members 
Mstep: Class 2 contains 50481 members 
Entering Unmasked Estep 
Score: -11376132.000000 Penalty: 3727.508057
	Iteration 17Q: 3 clusters Score -1.137613e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45428 members 
Mstep: Class 2 contains 50299 members 
Entering Unmasked Estep 
Score: -11376154.000000 Penalty: 3727.508057
	Iteration 18Q: 3 clusters Score -1.137615e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45633 members 
Mstep: Class 2 contains 50094 members 
Entering Unmasked Estep 
Score: -11376190.000000 Penalty: 3727.508057
	Iteration 19Q: 3 clusters Score -1.137619e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45881 members 
Mstep: Class 2 contains 49846 members 
Entering Unmasked Estep 
Score: -11376207.000000 Penalty: 3727.508057
	Iteration 20F: 3 clusters Score -1.137621e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46124 members 
Mstep: Class 2 contains 49603 members 
Entering Unmasked Estep 
Score: -11376273.000000 Penalty: 3727.508057
	Iteration 21Q: 3 clusters Score -1.137627e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46346 members 
Mstep: Class 2 contains 49381 members 
Entering Unmasked Estep 
Score: -11376267.000000 Penalty: 3727.508057
	Iteration 22Q: 3 clusters Score -1.137627e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46524 members 
Mstep: Class 2 contains 49203 members 
Entering Unmasked Estep 
Score: -11376273.000000 Penalty: 3727.508057
	Iteration 23Q: 3 clusters Score -1.137627e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46650 members 
Mstep: Class 2 contains 49077 members 
Entering Unmasked Estep 
Score: -11376286.000000 Penalty: 3727.508057
	Iteration 24Q: 3 clusters Score -1.137629e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46879 members 
Mstep: Class 2 contains 48848 members 
Entering Unmasked Estep 
Score: -11376250.000000 Penalty: 3727.508057
	Iteration 25Q: 3 clusters Score -1.137625e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47073 members 
Mstep: Class 2 contains 48654 members 
Entering Unmasked Estep 
Score: -11376275.000000 Penalty: 3727.508057
	Iteration 26Q: 3 clusters Score -1.137628e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47182 members 
Mstep: Class 2 contains 48545 members 
Entering Unmasked Estep 
Score: -11376285.000000 Penalty: 3727.508057
	Iteration 27Q: 3 clusters Score -1.137628e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47304 members 
Mstep: Class 2 contains 48423 members 
Entering Unmasked Estep 
Score: -11376296.000000 Penalty: 3727.508057
	Iteration 28Q: 3 clusters Score -1.13763e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47449 members 
Mstep: Class 2 contains 48278 members 
Entering Unmasked Estep 
Score: -11376297.000000 Penalty: 3727.508057
	Iteration 29Q: 3 clusters Score -1.13763e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47543 members 
Mstep: Class 2 contains 48184 members 
Entering Unmasked Estep 
Score: -11376296.000000 Penalty: 3727.508057
	Iteration 30Q: 3 clusters Score -1.13763e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47682 members 
Mstep: Class 2 contains 48045 members 
Entering Unmasked Estep 
Score: -11376322.000000 Penalty: 3727.508057
	Iteration 31Q: 3 clusters Score -1.137632e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47844 members 
Mstep: Class 2 contains 47883 members 
Entering Unmasked Estep 
Score: -11376341.000000 Penalty: 3727.508057
	Iteration 32Q: 3 clusters Score -1.137634e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47939 members 
Mstep: Class 2 contains 47788 members 
Entering Unmasked Estep 
Score: -11376335.000000 Penalty: 3727.508057
	Iteration 33Q: 3 clusters Score -1.137634e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48059 members 
Mstep: Class 2 contains 47668 members 
Entering Unmasked Estep 
Score: -11376342.000000 Penalty: 3727.508057
	Iteration 34Q: 3 clusters Score -1.137634e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48087 members 
Mstep: Class 2 contains 47640 members 
Entering Unmasked Estep 
Score: -11376333.000000 Penalty: 3727.508057
	Iteration 35Q: 3 clusters Score -1.137633e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48090 members 
Mstep: Class 2 contains 47637 members 
Entering Unmasked Estep 
Score: -11376336.000000 Penalty: 3727.508057
	Iteration 36Q: 3 clusters Score -1.137634e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48086 members 
Mstep: Class 2 contains 47641 members 
Entering Unmasked Estep 
Score: -11376340.000000 Penalty: 3727.508057
	Iteration 37Q: 3 clusters Score -1.137634e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48083 members 
Mstep: Class 2 contains 47644 members 
Entering Unmasked Estep 
Score: -11376337.000000 Penalty: 3727.508057
	Iteration 38Q: 3 clusters Score -1.137634e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48088 members 
Mstep: Class 2 contains 47639 members 
Entering Unmasked Estep 
Score: -11376334.000000 Penalty: 3727.508057
	Iteration 39Q: 3 clusters Score -1.137633e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48090 members 
Mstep: Class 2 contains 47637 members 
Entering Unmasked Estep 
Score: -11376317.000000 Penalty: 3727.508057
	Iteration 40F: 3 clusters Score -1.137632e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48098 members 
Mstep: Class 2 contains 47629 members 
Entering Unmasked Estep 
Score: -11376330.000000 Penalty: 3727.508057
	Iteration 41Q: 3 clusters Score -1.137633e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48098 members 
Mstep: Class 2 contains 47629 members 
Entering Unmasked Estep 
Score: -11376332.000000 Penalty: 3727.508057
	Iteration 42Q: 3 clusters Score -1.137633e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48101 members 
Mstep: Class 2 contains 47626 members 
Entering Unmasked Estep 
Score: -11376333.000000 Penalty: 3727.508057
	Iteration 43Q: 3 clusters Score -1.137633e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48111 members 
Mstep: Class 2 contains 47616 members 
Entering Unmasked Estep 
Score: -11376338.000000 Penalty: 3727.508057
	Iteration 44Q: 3 clusters Score -1.137634e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48112 members 
Mstep: Class 2 contains 47615 members 
Entering Unmasked Estep 
Score: -11376327.000000 Penalty: 3727.508057
	Iteration 45Q: 3 clusters Score -1.137633e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48120 members 
Mstep: Class 2 contains 47607 members 
Entering Unmasked Estep 
Score: -11376327.000000 Penalty: 3727.508057
	Iteration 46Q: 3 clusters Score -1.137633e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48125 members 
Mstep: Class 2 contains 47602 members 
Entering Unmasked Estep 
Score: -11376322.000000 Penalty: 3727.508057
	Iteration 47Q: 3 clusters Score -1.137632e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48125 members 
Mstep: Class 2 contains 47602 members 
Entering Unmasked Estep 
Score: -11376322.000000 Penalty: 3727.508057
	Iteration 48F: 3 clusters Score -1.137632e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 103224 members 
Mstep: Class 3 contains 3458 members 
Mstep: Class 4 contains 19091 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 88614 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192066 members 
Mstep: Class 11 contains 9890 members 
Mstep: Class 12 contains 29554 members 
Mstep: Class 13 contains 36552 members 
Mstep: Class 14 contains 10348 members 
Mstep: Class 15 contains 4368 members 
Mstep: Class 16 contains 114889 members 
Mstep: Class 17 contains 10270 members 
Mstep: Class 18 contains 8945 members 
Mstep: Class 19 contains 22864 members 
Mstep: Class 20 contains 1463 members 
Mstep: Class 21 contains 31659 members 
Mstep: Class 22 contains 24309 members 
Mstep: Class 23 contains 7146 members 
Mstep: Class 24 contains 13768 members 
Mstep: Class 25 contains 610 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12790 members 
Mstep: Class 29 contains 30206 members 
Mstep: Class 30 contains 3848 members 
Mstep: Class 31 contains 9683 members 
Mstep: Class 32 contains 7522 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82784 members 
Mstep: Class 35 contains 77291 members 
Mstep: Class 36 contains 8355 members 
Mstep: Class 37 contains 9024 members 
Mstep: Class 38 contains 79612 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 17929 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 59438 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5692 members 
Mstep: Class 48 contains 86189 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 92932 members 
Mstep: Class 51 contains 32173 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 118596 members 
Mstep: Class 54 contains 43492 members 
Mstep: Class 55 contains 108626 members 
Mstep: Class 56 contains 95727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194708928.000000 Penalty: 130671.539062
Iteration 399Q: 57 clusters Score -1.947089e+08 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 103727 members 
Mstep: Class 3 contains 3442 members 
Mstep: Class 4 contains 19095 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 88596 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192062 members 
Mstep: Class 11 contains 9890 members 
Mstep: Class 12 contains 29554 members 
Mstep: Class 13 contains 36545 members 
Mstep: Class 14 contains 10336 members 
Mstep: Class 15 contains 4367 members 
Mstep: Class 16 contains 114346 members 
Mstep: Class 17 contains 10277 members 
Mstep: Class 18 contains 8935 members 
Mstep: Class 19 contains 22862 members 
Mstep: Class 20 contains 1461 members 
Mstep: Class 21 contains 31665 members 
Mstep: Class 22 contains 24257 members 
Mstep: Class 23 contains 6904 members 
Mstep: Class 24 contains 13765 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12790 members 
Mstep: Class 29 contains 30168 members 
Mstep: Class 30 contains 3849 members 
Mstep: Class 31 contains 9739 members 
Mstep: Class 32 contains 7522 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82787 members 
Mstep: Class 35 contains 77494 members 
Mstep: Class 36 contains 8260 members 
Mstep: Class 37 contains 9015 members 
Mstep: Class 38 contains 79610 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 17817 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 59992 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5693 members 
Mstep: Class 48 contains 86177 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 92650 members 
Mstep: Class 51 contains 32050 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 119331 members 
Mstep: Class 54 contains 43607 members 
Mstep: Class 55 contains 108284 members 
Mstep: Class 56 contains 95465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194709200.000000 Penalty: 130671.539062
Iteration 400F: 57 clusters Score -1.947092e+08 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 104288 members 
Mstep: Class 3 contains 3424 members 
Mstep: Class 4 contains 19094 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 88549 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192058 members 
Mstep: Class 11 contains 9892 members 
Mstep: Class 12 contains 29552 members 
Mstep: Class 13 contains 36518 members 
Mstep: Class 14 contains 10325 members 
Mstep: Class 15 contains 4367 members 
Mstep: Class 16 contains 114046 members 
Mstep: Class 17 contains 10276 members 
Mstep: Class 18 contains 8935 members 
Mstep: Class 19 contains 22866 members 
Mstep: Class 20 contains 1461 members 
Mstep: Class 21 contains 31672 members 
Mstep: Class 22 contains 24175 members 
Mstep: Class 23 contains 6673 members 
Mstep: Class 24 contains 13766 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12790 members 
Mstep: Class 29 contains 30138 members 
Mstep: Class 30 contains 3849 members 
Mstep: Class 31 contains 9784 members 
Mstep: Class 32 contains 7522 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82774 members 
Mstep: Class 35 contains 77705 members 
Mstep: Class 36 contains 8220 members 
Mstep: Class 37 contains 9018 members 
Mstep: Class 38 contains 79609 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 17687 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 60543 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5700 members 
Mstep: Class 48 contains 86144 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 92423 members 
Mstep: Class 51 contains 31895 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 120060 members 
Mstep: Class 54 contains 43701 members 
Mstep: Class 55 contains 107859 members 
Mstep: Class 56 contains 95027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194709664.000000 Penalty: 130671.539062
Iteration 401Q: 57 clusters Score -1.947097e+08 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 104988 members 
Mstep: Class 3 contains 3414 members 
Mstep: Class 4 contains 19091 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 88522 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192063 members 
Mstep: Class 11 contains 9880 members 
Mstep: Class 12 contains 29553 members 
Mstep: Class 13 contains 36495 members 
Mstep: Class 14 contains 10306 members 
Mstep: Class 15 contains 4367 members 
Mstep: Class 16 contains 113692 members 
Mstep: Class 17 contains 10276 members 
Mstep: Class 18 contains 8933 members 
Mstep: Class 19 contains 22870 members 
Mstep: Class 20 contains 1462 members 
Mstep: Class 21 contains 31677 members 
Mstep: Class 22 contains 24082 members 
Mstep: Class 23 contains 6458 members 
Mstep: Class 24 contains 13771 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12790 members 
Mstep: Class 29 contains 30118 members 
Mstep: Class 30 contains 3849 members 
Mstep: Class 31 contains 9837 members 
Mstep: Class 32 contains 7522 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82786 members 
Mstep: Class 35 contains 77953 members 
Mstep: Class 36 contains 8183 members 
Mstep: Class 37 contains 9008 members 
Mstep: Class 38 contains 79608 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 17558 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 61031 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5701 members 
Mstep: Class 48 contains 86112 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 92177 members 
Mstep: Class 51 contains 31720 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 120665 members 
Mstep: Class 54 contains 43781 members 
Mstep: Class 55 contains 107421 members 
Mstep: Class 56 contains 94665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194710576.000000 Penalty: 130671.539062
Iteration 402Q: 57 clusters Score -1.947106e+08 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 105710 members 
Mstep: Class 3 contains 3406 members 
Mstep: Class 4 contains 19099 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 88499 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192072 members 
Mstep: Class 11 contains 9864 members 
Mstep: Class 12 contains 29554 members 
Mstep: Class 13 contains 36477 members 
Mstep: Class 14 contains 10296 members 
Mstep: Class 15 contains 4366 members 
Mstep: Class 16 contains 113535 members 
Mstep: Class 17 contains 10277 members 
Mstep: Class 18 contains 8932 members 
Mstep: Class 19 contains 22864 members 
Mstep: Class 20 contains 1462 members 
Mstep: Class 21 contains 31678 members 
Mstep: Class 22 contains 24020 members 
Mstep: Class 23 contains 6193 members 
Mstep: Class 24 contains 13779 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12790 members 
Mstep: Class 29 contains 30087 members 
Mstep: Class 30 contains 3848 members 
Mstep: Class 31 contains 9888 members 
Mstep: Class 32 contains 7522 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82804 members 
Mstep: Class 35 contains 78200 members 
Mstep: Class 36 contains 8133 members 
Mstep: Class 37 contains 9006 members 
Mstep: Class 38 contains 79604 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 17414 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 61503 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5695 members 
Mstep: Class 48 contains 86077 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 91925 members 
Mstep: Class 51 contains 31558 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 121235 members 
Mstep: Class 54 contains 43864 members 
Mstep: Class 55 contains 106956 members 
Mstep: Class 56 contains 94193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194711296.000000 Penalty: 130671.539062
Iteration 403Q: 57 clusters Score -1.947113e+08 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 106421 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 19107 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 88460 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192075 members 
Mstep: Class 11 contains 9840 members 
Mstep: Class 12 contains 29556 members 
Mstep: Class 13 contains 36466 members 
Mstep: Class 14 contains 10290 members 
Mstep: Class 15 contains 4365 members 
Mstep: Class 16 contains 113427 members 
Mstep: Class 17 contains 10282 members 
Mstep: Class 18 contains 8923 members 
Mstep: Class 19 contains 22861 members 
Mstep: Class 20 contains 1462 members 
Mstep: Class 21 contains 31681 members 
Mstep: Class 22 contains 23987 members 
Mstep: Class 23 contains 5923 members 
Mstep: Class 24 contains 13787 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12790 members 
Mstep: Class 29 contains 30054 members 
Mstep: Class 30 contains 3848 members 
Mstep: Class 31 contains 9937 members 
Mstep: Class 32 contains 7522 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82777 members 
Mstep: Class 35 contains 78449 members 
Mstep: Class 36 contains 8051 members 
Mstep: Class 37 contains 9003 members 
Mstep: Class 38 contains 79598 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 17253 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 61936 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5705 members 
Mstep: Class 48 contains 86088 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 91640 members 
Mstep: Class 51 contains 31462 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 121899 members 
Mstep: Class 54 contains 43893 members 
Mstep: Class 55 contains 106434 members 
Mstep: Class 56 contains 93737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194711168.000000 Penalty: 130671.539062
Iteration 404Q: 57 clusters Score -1.947112e+08 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 107108 members 
Mstep: Class 3 contains 3380 members 
Mstep: Class 4 contains 19113 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 88427 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192074 members 
Mstep: Class 11 contains 9839 members 
Mstep: Class 12 contains 29556 members 
Mstep: Class 13 contains 36460 members 
Mstep: Class 14 contains 10282 members 
Mstep: Class 15 contains 4365 members 
Mstep: Class 16 contains 113394 members 
Mstep: Class 17 contains 10290 members 
Mstep: Class 18 contains 8919 members 
Mstep: Class 19 contains 22859 members 
Mstep: Class 20 contains 1462 members 
Mstep: Class 21 contains 31679 members 
Mstep: Class 22 contains 23939 members 
Mstep: Class 23 contains 5684 members 
Mstep: Class 24 contains 13792 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12790 members 
Mstep: Class 29 contains 30032 members 
Mstep: Class 30 contains 3847 members 
Mstep: Class 31 contains 9978 members 
Mstep: Class 32 contains 7522 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82767 members 
Mstep: Class 35 contains 78707 members 
Mstep: Class 36 contains 7994 members 
Mstep: Class 37 contains 8992 members 
Mstep: Class 38 contains 79594 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 17079 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 62391 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5702 members 
Mstep: Class 48 contains 86118 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 91309 members 
Mstep: Class 51 contains 31311 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 122437 members 
Mstep: Class 54 contains 43939 members 
Mstep: Class 55 contains 105893 members 
Mstep: Class 56 contains 93361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194711712.000000 Penalty: 130671.539062
Iteration 405Q: 57 clusters Score -1.947117e+08 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 107807 members 
Mstep: Class 3 contains 3370 members 
Mstep: Class 4 contains 19119 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 88405 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192073 members 
Mstep: Class 11 contains 9833 members 
Mstep: Class 12 contains 29554 members 
Mstep: Class 13 contains 36423 members 
Mstep: Class 14 contains 10267 members 
Mstep: Class 15 contains 4365 members 
Mstep: Class 16 contains 113387 members 
Mstep: Class 17 contains 10300 members 
Mstep: Class 18 contains 8916 members 
Mstep: Class 19 contains 22858 members 
Mstep: Class 20 contains 1462 members 
Mstep: Class 21 contains 31682 members 
Mstep: Class 22 contains 23874 members 
Mstep: Class 23 contains 5473 members 
Mstep: Class 24 contains 13802 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12790 members 
Mstep: Class 29 contains 30012 members 
Mstep: Class 30 contains 3847 members 
Mstep: Class 31 contains 10026 members 
Mstep: Class 32 contains 7522 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82766 members 
Mstep: Class 35 contains 78982 members 
Mstep: Class 36 contains 7953 members 
Mstep: Class 37 contains 8991 members 
Mstep: Class 38 contains 79589 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 16931 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 62815 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5698 members 
Mstep: Class 48 contains 86101 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 91001 members 
Mstep: Class 51 contains 31162 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 122853 members 
Mstep: Class 54 contains 43918 members 
Mstep: Class 55 contains 105384 members 
Mstep: Class 56 contains 93074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194712384.000000 Penalty: 130671.539062
Iteration 406Q: 57 clusters Score -1.947124e+08 nChanged 5716
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 108456 members 
Mstep: Class 3 contains 3367 members 
Mstep: Class 4 contains 19127 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 88369 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192082 members 
Mstep: Class 11 contains 9819 members 
Mstep: Class 12 contains 29551 members 
Mstep: Class 13 contains 36406 members 
Mstep: Class 14 contains 10249 members 
Mstep: Class 15 contains 4364 members 
Mstep: Class 16 contains 113385 members 
Mstep: Class 17 contains 10300 members 
Mstep: Class 18 contains 8913 members 
Mstep: Class 19 contains 22857 members 
Mstep: Class 20 contains 1463 members 
Mstep: Class 21 contains 31688 members 
Mstep: Class 22 contains 23827 members 
Mstep: Class 23 contains 5254 members 
Mstep: Class 24 contains 13809 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12790 members 
Mstep: Class 29 contains 29981 members 
Mstep: Class 30 contains 3847 members 
Mstep: Class 31 contains 10093 members 
Mstep: Class 32 contains 7522 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82766 members 
Mstep: Class 35 contains 79272 members 
Mstep: Class 36 contains 7890 members 
Mstep: Class 37 contains 8999 members 
Mstep: Class 38 contains 79588 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 16802 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 63226 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5704 members 
Mstep: Class 48 contains 86056 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 90725 members 
Mstep: Class 51 contains 31005 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 123277 members 
Mstep: Class 54 contains 43870 members 
Mstep: Class 55 contains 104873 members 
Mstep: Class 56 contains 92813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194712416.000000 Penalty: 130671.539062
Iteration 407Q: 57 clusters Score -1.947124e+08 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 109091 members 
Mstep: Class 3 contains 3358 members 
Mstep: Class 4 contains 19132 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 88346 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192096 members 
Mstep: Class 11 contains 9807 members 
Mstep: Class 12 contains 29550 members 
Mstep: Class 13 contains 36378 members 
Mstep: Class 14 contains 10237 members 
Mstep: Class 15 contains 4363 members 
Mstep: Class 16 contains 113357 members 
Mstep: Class 17 contains 10298 members 
Mstep: Class 18 contains 8908 members 
Mstep: Class 19 contains 22857 members 
Mstep: Class 20 contains 1463 members 
Mstep: Class 21 contains 31692 members 
Mstep: Class 22 contains 23785 members 
Mstep: Class 23 contains 5045 members 
Mstep: Class 24 contains 13825 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12790 members 
Mstep: Class 29 contains 29963 members 
Mstep: Class 30 contains 3845 members 
Mstep: Class 31 contains 10170 members 
Mstep: Class 32 contains 7522 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82756 members 
Mstep: Class 35 contains 79610 members 
Mstep: Class 36 contains 7811 members 
Mstep: Class 37 contains 9014 members 
Mstep: Class 38 contains 79580 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 16664 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 63618 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5708 members 
Mstep: Class 48 contains 86018 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 90430 members 
Mstep: Class 51 contains 30831 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 123782 members 
Mstep: Class 54 contains 43828 members 
Mstep: Class 55 contains 104395 members 
Mstep: Class 56 contains 92462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194712448.000000 Penalty: 130671.539062
Iteration 408Q: 57 clusters Score -1.947124e+08 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 109705 members 
Mstep: Class 3 contains 3352 members 
Mstep: Class 4 contains 19131 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 88337 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192100 members 
Mstep: Class 11 contains 9791 members 
Mstep: Class 12 contains 29547 members 
Mstep: Class 13 contains 36361 members 
Mstep: Class 14 contains 10225 members 
Mstep: Class 15 contains 4363 members 
Mstep: Class 16 contains 113420 members 
Mstep: Class 17 contains 10298 members 
Mstep: Class 18 contains 8896 members 
Mstep: Class 19 contains 22854 members 
Mstep: Class 20 contains 1463 members 
Mstep: Class 21 contains 31706 members 
Mstep: Class 22 contains 23743 members 
Mstep: Class 23 contains 4826 members 
Mstep: Class 24 contains 13834 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12789 members 
Mstep: Class 29 contains 29936 members 
Mstep: Class 30 contains 3845 members 
Mstep: Class 31 contains 10229 members 
Mstep: Class 32 contains 7522 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82757 members 
Mstep: Class 35 contains 79928 members 
Mstep: Class 36 contains 7771 members 
Mstep: Class 37 contains 9022 members 
Mstep: Class 38 contains 79578 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 16532 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 64038 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5713 members 
Mstep: Class 48 contains 85980 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 90118 members 
Mstep: Class 51 contains 30623 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 124223 members 
Mstep: Class 54 contains 43808 members 
Mstep: Class 55 contains 103910 members 
Mstep: Class 56 contains 92111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194712416.000000 Penalty: 130671.539062
Iteration 409Q: 57 clusters Score -1.947124e+08 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 110361 members 
Mstep: Class 3 contains 3341 members 
Mstep: Class 4 contains 19136 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 88352 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192095 members 
Mstep: Class 11 contains 9777 members 
Mstep: Class 12 contains 29546 members 
Mstep: Class 13 contains 36361 members 
Mstep: Class 14 contains 10216 members 
Mstep: Class 15 contains 4363 members 
Mstep: Class 16 contains 113530 members 
Mstep: Class 17 contains 10303 members 
Mstep: Class 18 contains 8895 members 
Mstep: Class 19 contains 22853 members 
Mstep: Class 20 contains 1462 members 
Mstep: Class 21 contains 31715 members 
Mstep: Class 22 contains 23698 members 
Mstep: Class 23 contains 4578 members 
Mstep: Class 24 contains 13842 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12787 members 
Mstep: Class 29 contains 29903 members 
Mstep: Class 30 contains 3847 members 
Mstep: Class 31 contains 10291 members 
Mstep: Class 32 contains 7522 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82740 members 
Mstep: Class 35 contains 80234 members 
Mstep: Class 36 contains 7753 members 
Mstep: Class 37 contains 9037 members 
Mstep: Class 38 contains 79573 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 16402 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 64440 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5715 members 
Mstep: Class 48 contains 85946 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 89844 members 
Mstep: Class 51 contains 30421 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 124463 members 
Mstep: Class 54 contains 43748 members 
Mstep: Class 55 contains 103457 members 
Mstep: Class 56 contains 91838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194712448.000000 Penalty: 130671.539062
Iteration 410Q: 57 clusters Score -1.947124e+08 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 111007 members 
Mstep: Class 3 contains 3331 members 
Mstep: Class 4 contains 19137 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 88353 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192091 members 
Mstep: Class 11 contains 9767 members 
Mstep: Class 12 contains 29545 members 
Mstep: Class 13 contains 36351 members 
Mstep: Class 14 contains 10206 members 
Mstep: Class 15 contains 4364 members 
Mstep: Class 16 contains 113614 members 
Mstep: Class 17 contains 10303 members 
Mstep: Class 18 contains 8891 members 
Mstep: Class 19 contains 22857 members 
Mstep: Class 20 contains 1461 members 
Mstep: Class 21 contains 31723 members 
Mstep: Class 22 contains 23663 members 
Mstep: Class 23 contains 4331 members 
Mstep: Class 24 contains 13848 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12788 members 
Mstep: Class 29 contains 29864 members 
Mstep: Class 30 contains 3847 members 
Mstep: Class 31 contains 10348 members 
Mstep: Class 32 contains 7522 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82733 members 
Mstep: Class 35 contains 80481 members 
Mstep: Class 36 contains 7713 members 
Mstep: Class 37 contains 9054 members 
Mstep: Class 38 contains 79567 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 16280 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 64810 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5729 members 
Mstep: Class 48 contains 85973 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 89657 members 
Mstep: Class 51 contains 30228 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 124438 members 
Mstep: Class 54 contains 43655 members 
Mstep: Class 55 contains 103066 members 
Mstep: Class 56 contains 91790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194713344.000000 Penalty: 130671.539062
Iteration 411Q: 57 clusters Score -1.947133e+08 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 111538 members 
Mstep: Class 3 contains 3328 members 
Mstep: Class 4 contains 19140 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 88312 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192100 members 
Mstep: Class 11 contains 9757 members 
Mstep: Class 12 contains 29545 members 
Mstep: Class 13 contains 36345 members 
Mstep: Class 14 contains 10195 members 
Mstep: Class 15 contains 4363 members 
Mstep: Class 16 contains 113640 members 
Mstep: Class 17 contains 10303 members 
Mstep: Class 18 contains 8892 members 
Mstep: Class 19 contains 22860 members 
Mstep: Class 20 contains 1461 members 
Mstep: Class 21 contains 31728 members 
Mstep: Class 22 contains 23626 members 
Mstep: Class 23 contains 4089 members 
Mstep: Class 24 contains 13848 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12787 members 
Mstep: Class 29 contains 29825 members 
Mstep: Class 30 contains 3847 members 
Mstep: Class 31 contains 10407 members 
Mstep: Class 32 contains 7522 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82720 members 
Mstep: Class 35 contains 80728 members 
Mstep: Class 36 contains 7673 members 
Mstep: Class 37 contains 9065 members 
Mstep: Class 38 contains 79565 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 16153 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 65145 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5738 members 
Mstep: Class 48 contains 85955 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 89580 members 
Mstep: Class 51 contains 30037 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 124402 members 
Mstep: Class 54 contains 43562 members 
Mstep: Class 55 contains 102769 members 
Mstep: Class 56 contains 91835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194714128.000000 Penalty: 130671.539062
Iteration 412Q: 57 clusters Score -1.947141e+08 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 112000 members 
Mstep: Class 3 contains 3322 members 
Mstep: Class 4 contains 19143 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 88312 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192098 members 
Mstep: Class 11 contains 9744 members 
Mstep: Class 12 contains 29543 members 
Mstep: Class 13 contains 36352 members 
Mstep: Class 14 contains 10187 members 
Mstep: Class 15 contains 4363 members 
Mstep: Class 16 contains 113563 members 
Mstep: Class 17 contains 10300 members 
Mstep: Class 18 contains 8897 members 
Mstep: Class 19 contains 22860 members 
Mstep: Class 20 contains 1461 members 
Mstep: Class 21 contains 31731 members 
Mstep: Class 22 contains 23593 members 
Mstep: Class 23 contains 3874 members 
Mstep: Class 24 contains 13853 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12787 members 
Mstep: Class 29 contains 29777 members 
Mstep: Class 30 contains 3847 members 
Mstep: Class 31 contains 10460 members 
Mstep: Class 32 contains 7522 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82720 members 
Mstep: Class 35 contains 81049 members 
Mstep: Class 36 contains 7639 members 
Mstep: Class 37 contains 9067 members 
Mstep: Class 38 contains 79565 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 16021 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 65447 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5741 members 
Mstep: Class 48 contains 85982 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 89539 members 
Mstep: Class 51 contains 29830 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 124417 members 
Mstep: Class 54 contains 43507 members 
Mstep: Class 55 contains 102473 members 
Mstep: Class 56 contains 91799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194714480.000000 Penalty: 130671.539062
Iteration 413Q: 57 clusters Score -1.947145e+08 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 112388 members 
Mstep: Class 3 contains 3317 members 
Mstep: Class 4 contains 19146 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 88307 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192103 members 
Mstep: Class 11 contains 9723 members 
Mstep: Class 12 contains 29542 members 
Mstep: Class 13 contains 36352 members 
Mstep: Class 14 contains 10176 members 
Mstep: Class 15 contains 4363 members 
Mstep: Class 16 contains 113589 members 
Mstep: Class 17 contains 10299 members 
Mstep: Class 18 contains 8893 members 
Mstep: Class 19 contains 22859 members 
Mstep: Class 20 contains 1461 members 
Mstep: Class 21 contains 31732 members 
Mstep: Class 22 contains 23557 members 
Mstep: Class 23 contains 3676 members 
Mstep: Class 24 contains 13859 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12787 members 
Mstep: Class 29 contains 29743 members 
Mstep: Class 30 contains 3847 members 
Mstep: Class 31 contains 10515 members 
Mstep: Class 32 contains 7522 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82734 members 
Mstep: Class 35 contains 81399 members 
Mstep: Class 36 contains 7607 members 
Mstep: Class 37 contains 9092 members 
Mstep: Class 38 contains 79567 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 15914 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 65752 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5744 members 
Mstep: Class 48 contains 85976 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 89531 members 
Mstep: Class 51 contains 29631 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 124337 members 
Mstep: Class 54 contains 43391 members 
Mstep: Class 55 contains 102072 members 
Mstep: Class 56 contains 91882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194714848.000000 Penalty: 130671.539062
Iteration 414Q: 57 clusters Score -1.947148e+08 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 112734 members 
Mstep: Class 3 contains 3307 members 
Mstep: Class 4 contains 19143 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 88300 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192117 members 
Mstep: Class 11 contains 9708 members 
Mstep: Class 12 contains 29536 members 
Mstep: Class 13 contains 36349 members 
Mstep: Class 14 contains 10168 members 
Mstep: Class 15 contains 4363 members 
Mstep: Class 16 contains 113652 members 
Mstep: Class 17 contains 10306 members 
Mstep: Class 18 contains 8891 members 
Mstep: Class 19 contains 22858 members 
Mstep: Class 20 contains 1461 members 
Mstep: Class 21 contains 31735 members 
Mstep: Class 22 contains 23515 members 
Mstep: Class 23 contains 3493 members 
Mstep: Class 24 contains 13861 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12787 members 
Mstep: Class 29 contains 29702 members 
Mstep: Class 30 contains 3849 members 
Mstep: Class 31 contains 10576 members 
Mstep: Class 32 contains 7522 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82732 members 
Mstep: Class 35 contains 81694 members 
Mstep: Class 36 contains 7583 members 
Mstep: Class 37 contains 9112 members 
Mstep: Class 38 contains 79566 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 15793 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 66074 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5751 members 
Mstep: Class 48 contains 85932 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 89486 members 
Mstep: Class 51 contains 29440 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 124327 members 
Mstep: Class 54 contains 43256 members 
Mstep: Class 55 contains 101692 members 
Mstep: Class 56 contains 92013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715792.000000 Penalty: 130671.539062
Iteration 415Q: 57 clusters Score -1.947158e+08 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 113045 members 
Mstep: Class 3 contains 3303 members 
Mstep: Class 4 contains 19150 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 88273 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192129 members 
Mstep: Class 11 contains 9695 members 
Mstep: Class 12 contains 29534 members 
Mstep: Class 13 contains 36353 members 
Mstep: Class 14 contains 10153 members 
Mstep: Class 15 contains 4363 members 
Mstep: Class 16 contains 113646 members 
Mstep: Class 17 contains 10309 members 
Mstep: Class 18 contains 8880 members 
Mstep: Class 19 contains 22854 members 
Mstep: Class 20 contains 1460 members 
Mstep: Class 21 contains 31741 members 
Mstep: Class 22 contains 23466 members 
Mstep: Class 23 contains 3324 members 
Mstep: Class 24 contains 13868 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12787 members 
Mstep: Class 29 contains 29667 members 
Mstep: Class 30 contains 3849 members 
Mstep: Class 31 contains 10615 members 
Mstep: Class 32 contains 7522 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82734 members 
Mstep: Class 35 contains 81999 members 
Mstep: Class 36 contains 7558 members 
Mstep: Class 37 contains 9138 members 
Mstep: Class 38 contains 79556 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 15675 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 66384 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5752 members 
Mstep: Class 48 contains 85893 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 89475 members 
Mstep: Class 51 contains 29260 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 124264 members 
Mstep: Class 54 contains 43156 members 
Mstep: Class 55 contains 101351 members 
Mstep: Class 56 contains 92203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716416.000000 Penalty: 130671.539062
Iteration 416Q: 57 clusters Score -1.947164e+08 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 113278 members 
Mstep: Class 3 contains 3300 members 
Mstep: Class 4 contains 19154 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 88276 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192135 members 
Mstep: Class 11 contains 9666 members 
Mstep: Class 12 contains 29534 members 
Mstep: Class 13 contains 36344 members 
Mstep: Class 14 contains 10133 members 
Mstep: Class 15 contains 4364 members 
Mstep: Class 16 contains 113516 members 
Mstep: Class 17 contains 10317 members 
Mstep: Class 18 contains 8871 members 
Mstep: Class 19 contains 22854 members 
Mstep: Class 20 contains 1460 members 
Mstep: Class 21 contains 31749 members 
Mstep: Class 22 contains 23433 members 
Mstep: Class 23 contains 3165 members 
Mstep: Class 24 contains 13873 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12789 members 
Mstep: Class 29 contains 29640 members 
Mstep: Class 30 contains 3848 members 
Mstep: Class 31 contains 10637 members 
Mstep: Class 32 contains 7522 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82749 members 
Mstep: Class 35 contains 82276 members 
Mstep: Class 36 contains 7520 members 
Mstep: Class 37 contains 9155 members 
Mstep: Class 38 contains 79547 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 15557 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 66703 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5764 members 
Mstep: Class 48 contains 85906 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 89466 members 
Mstep: Class 51 contains 29067 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 124317 members 
Mstep: Class 54 contains 43072 members 
Mstep: Class 55 contains 101033 members 
Mstep: Class 56 contains 92394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716592.000000 Penalty: 130671.539062
Iteration 417Q: 57 clusters Score -1.947166e+08 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 113536 members 
Mstep: Class 3 contains 3293 members 
Mstep: Class 4 contains 19159 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 88260 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192143 members 
Mstep: Class 11 contains 9640 members 
Mstep: Class 12 contains 29534 members 
Mstep: Class 13 contains 36341 members 
Mstep: Class 14 contains 10124 members 
Mstep: Class 15 contains 4364 members 
Mstep: Class 16 contains 113268 members 
Mstep: Class 17 contains 10313 members 
Mstep: Class 18 contains 8864 members 
Mstep: Class 19 contains 22852 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 31753 members 
Mstep: Class 22 contains 23397 members 
Mstep: Class 23 contains 3016 members 
Mstep: Class 24 contains 13879 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12790 members 
Mstep: Class 29 contains 29620 members 
Mstep: Class 30 contains 3848 members 
Mstep: Class 31 contains 10655 members 
Mstep: Class 32 contains 7522 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82766 members 
Mstep: Class 35 contains 82605 members 
Mstep: Class 36 contains 7465 members 
Mstep: Class 37 contains 9182 members 
Mstep: Class 38 contains 79543 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 15469 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 66962 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5766 members 
Mstep: Class 48 contains 85983 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 89502 members 
Mstep: Class 51 contains 28904 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 124253 members 
Mstep: Class 54 contains 42928 members 
Mstep: Class 55 contains 100747 members 
Mstep: Class 56 contains 92679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194717456.000000 Penalty: 130671.539062
Iteration 418Q: 57 clusters Score -1.947175e+08 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 113789 members 
Mstep: Class 3 contains 3285 members 
Mstep: Class 4 contains 19170 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 88259 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192148 members 
Mstep: Class 11 contains 9626 members 
Mstep: Class 12 contains 29527 members 
Mstep: Class 13 contains 36345 members 
Mstep: Class 14 contains 10116 members 
Mstep: Class 15 contains 4364 members 
Mstep: Class 16 contains 113171 members 
Mstep: Class 17 contains 10314 members 
Mstep: Class 18 contains 8860 members 
Mstep: Class 19 contains 22852 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 31756 members 
Mstep: Class 22 contains 23350 members 
Mstep: Class 23 contains 2864 members 
Mstep: Class 24 contains 13881 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12792 members 
Mstep: Class 29 contains 29595 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 10667 members 
Mstep: Class 32 contains 7522 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82768 members 
Mstep: Class 35 contains 82915 members 
Mstep: Class 36 contains 7420 members 
Mstep: Class 37 contains 9201 members 
Mstep: Class 38 contains 79538 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 15380 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 67159 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5756 members 
Mstep: Class 48 contains 86112 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 89571 members 
Mstep: Class 51 contains 28746 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 124223 members 
Mstep: Class 54 contains 42795 members 
Mstep: Class 55 contains 100462 members 
Mstep: Class 56 contains 92780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194717360.000000 Penalty: 130671.539062
Iteration 419Q: 57 clusters Score -1.947174e+08 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 114016 members 
Mstep: Class 3 contains 3276 members 
Mstep: Class 4 contains 19176 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 88269 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192151 members 
Mstep: Class 11 contains 9608 members 
Mstep: Class 12 contains 29523 members 
Mstep: Class 13 contains 36336 members 
Mstep: Class 14 contains 10104 members 
Mstep: Class 15 contains 4364 members 
Mstep: Class 16 contains 113010 members 
Mstep: Class 17 contains 10316 members 
Mstep: Class 18 contains 8862 members 
Mstep: Class 19 contains 22853 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 31759 members 
Mstep: Class 22 contains 23316 members 
Mstep: Class 23 contains 2739 members 
Mstep: Class 24 contains 13892 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12794 members 
Mstep: Class 29 contains 29580 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 10688 members 
Mstep: Class 32 contains 7522 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82760 members 
Mstep: Class 35 contains 83194 members 
Mstep: Class 36 contains 7399 members 
Mstep: Class 37 contains 9220 members 
Mstep: Class 38 contains 79535 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 15282 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 67331 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5737 members 
Mstep: Class 48 contains 86298 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 89627 members 
Mstep: Class 51 contains 28610 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 124194 members 
Mstep: Class 54 contains 42588 members 
Mstep: Class 55 contains 100295 members 
Mstep: Class 56 contains 92855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194717616.000000 Penalty: 130671.539062
Iteration 420F: 57 clusters Score -1.947176e+08 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 114291 members 
Mstep: Class 3 contains 3268 members 
Mstep: Class 4 contains 19181 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 88275 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192154 members 
Mstep: Class 11 contains 9593 members 
Mstep: Class 12 contains 29519 members 
Mstep: Class 13 contains 36331 members 
Mstep: Class 14 contains 10097 members 
Mstep: Class 15 contains 4363 members 
Mstep: Class 16 contains 112842 members 
Mstep: Class 17 contains 10314 members 
Mstep: Class 18 contains 8857 members 
Mstep: Class 19 contains 22852 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 31763 members 
Mstep: Class 22 contains 23275 members 
Mstep: Class 23 contains 2615 members 
Mstep: Class 24 contains 13892 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12795 members 
Mstep: Class 29 contains 29577 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 10726 members 
Mstep: Class 32 contains 7521 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82746 members 
Mstep: Class 35 contains 83413 members 
Mstep: Class 36 contains 7377 members 
Mstep: Class 37 contains 9236 members 
Mstep: Class 38 contains 79536 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 15185 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 67470 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5709 members 
Mstep: Class 48 contains 86531 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 89670 members 
Mstep: Class 51 contains 28470 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 124058 members 
Mstep: Class 54 contains 42427 members 
Mstep: Class 55 contains 100150 members 
Mstep: Class 56 contains 93000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194718112.000000 Penalty: 130671.539062
Iteration 421Q: 57 clusters Score -1.947181e+08 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 114468 members 
Mstep: Class 3 contains 3252 members 
Mstep: Class 4 contains 19185 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 88285 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192162 members 
Mstep: Class 11 contains 9583 members 
Mstep: Class 12 contains 29520 members 
Mstep: Class 13 contains 36332 members 
Mstep: Class 14 contains 10087 members 
Mstep: Class 15 contains 4363 members 
Mstep: Class 16 contains 112649 members 
Mstep: Class 17 contains 10314 members 
Mstep: Class 18 contains 8846 members 
Mstep: Class 19 contains 22845 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 31766 members 
Mstep: Class 22 contains 23203 members 
Mstep: Class 23 contains 2511 members 
Mstep: Class 24 contains 13898 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12796 members 
Mstep: Class 29 contains 29558 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 10757 members 
Mstep: Class 32 contains 7521 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82755 members 
Mstep: Class 35 contains 83630 members 
Mstep: Class 36 contains 7363 members 
Mstep: Class 37 contains 9269 members 
Mstep: Class 38 contains 79530 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 15087 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 67615 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5685 members 
Mstep: Class 48 contains 86808 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 89761 members 
Mstep: Class 51 contains 28303 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 123910 members 
Mstep: Class 54 contains 42263 members 
Mstep: Class 55 contains 100029 members 
Mstep: Class 56 contains 93170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194718768.000000 Penalty: 130671.539062
Iteration 422Q: 57 clusters Score -1.947188e+08 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 114651 members 
Mstep: Class 3 contains 3229 members 
Mstep: Class 4 contains 19190 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 88308 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192172 members 
Mstep: Class 11 contains 9573 members 
Mstep: Class 12 contains 29519 members 
Mstep: Class 13 contains 36328 members 
Mstep: Class 14 contains 10085 members 
Mstep: Class 15 contains 4363 members 
Mstep: Class 16 contains 112653 members 
Mstep: Class 17 contains 10314 members 
Mstep: Class 18 contains 8846 members 
Mstep: Class 19 contains 22834 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 31768 members 
Mstep: Class 22 contains 23128 members 
Mstep: Class 23 contains 2416 members 
Mstep: Class 24 contains 13899 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12796 members 
Mstep: Class 29 contains 29549 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 10800 members 
Mstep: Class 32 contains 7521 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82745 members 
Mstep: Class 35 contains 83782 members 
Mstep: Class 36 contains 7330 members 
Mstep: Class 37 contains 9297 members 
Mstep: Class 38 contains 79532 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 14962 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 67726 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5667 members 
Mstep: Class 48 contains 87097 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 89791 members 
Mstep: Class 51 contains 28156 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 123863 members 
Mstep: Class 54 contains 42148 members 
Mstep: Class 55 contains 99908 members 
Mstep: Class 56 contains 93133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194719760.000000 Penalty: 130671.539062
Iteration 423Q: 57 clusters Score -1.947198e+08 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 114893 members 
Mstep: Class 3 contains 3215 members 
Mstep: Class 4 contains 19190 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 88318 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192165 members 
Mstep: Class 11 contains 9566 members 
Mstep: Class 12 contains 29517 members 
Mstep: Class 13 contains 36323 members 
Mstep: Class 14 contains 10078 members 
Mstep: Class 15 contains 4363 members 
Mstep: Class 16 contains 112475 members 
Mstep: Class 17 contains 10318 members 
Mstep: Class 18 contains 8841 members 
Mstep: Class 19 contains 22833 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 31770 members 
Mstep: Class 22 contains 23061 members 
Mstep: Class 23 contains 2336 members 
Mstep: Class 24 contains 13907 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12796 members 
Mstep: Class 29 contains 29537 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 10820 members 
Mstep: Class 32 contains 7521 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82731 members 
Mstep: Class 35 contains 83952 members 
Mstep: Class 36 contains 7315 members 
Mstep: Class 37 contains 9325 members 
Mstep: Class 38 contains 79537 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 14830 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 67803 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5657 members 
Mstep: Class 48 contains 87418 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 89807 members 
Mstep: Class 51 contains 28051 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 123704 members 
Mstep: Class 54 contains 41984 members 
Mstep: Class 55 contains 99875 members 
Mstep: Class 56 contains 93247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720560.000000 Penalty: 130671.539062
Iteration 424Q: 57 clusters Score -1.947206e+08 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 115069 members 
Mstep: Class 3 contains 3212 members 
Mstep: Class 4 contains 19190 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 88316 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192167 members 
Mstep: Class 11 contains 9555 members 
Mstep: Class 12 contains 29515 members 
Mstep: Class 13 contains 36323 members 
Mstep: Class 14 contains 10074 members 
Mstep: Class 15 contains 4364 members 
Mstep: Class 16 contains 112483 members 
Mstep: Class 17 contains 10313 members 
Mstep: Class 18 contains 8833 members 
Mstep: Class 19 contains 22832 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 31776 members 
Mstep: Class 22 contains 22998 members 
Mstep: Class 23 contains 2252 members 
Mstep: Class 24 contains 13916 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 618 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12796 members 
Mstep: Class 29 contains 29523 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 10835 members 
Mstep: Class 32 contains 7521 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82724 members 
Mstep: Class 35 contains 84083 members 
Mstep: Class 36 contains 7282 members 
Mstep: Class 37 contains 9345 members 
Mstep: Class 38 contains 79537 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 14681 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 67874 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5637 members 
Mstep: Class 48 contains 87707 members 
Mstep: Class 49 contains 799 members 
Mstep: Class 50 contains 89833 members 
Mstep: Class 51 contains 27985 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 123641 members 
Mstep: Class 54 contains 41793 members 
Mstep: Class 55 contains 99872 members 
Mstep: Class 56 contains 93221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720672.000000 Penalty: 130671.539062
Iteration 425Q: 57 clusters Score -1.947207e+08 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 115272 members 
Mstep: Class 3 contains 3196 members 
Mstep: Class 4 contains 19189 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 88331 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192169 members 
Mstep: Class 11 contains 9535 members 
Mstep: Class 12 contains 29512 members 
Mstep: Class 13 contains 36327 members 
Mstep: Class 14 contains 10070 members 
Mstep: Class 15 contains 4364 members 
Mstep: Class 16 contains 112490 members 
Mstep: Class 17 contains 10313 members 
Mstep: Class 18 contains 8834 members 
Mstep: Class 19 contains 22835 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 31779 members 
Mstep: Class 22 contains 22930 members 
Mstep: Class 23 contains 2180 members 
Mstep: Class 24 contains 13919 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 619 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12796 members 
Mstep: Class 29 contains 29507 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 10859 members 
Mstep: Class 32 contains 7521 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82716 members 
Mstep: Class 35 contains 84117 members 
Mstep: Class 36 contains 7259 members 
Mstep: Class 37 contains 9366 members 
Mstep: Class 38 contains 79536 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 14512 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 67947 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5619 members 
Mstep: Class 48 contains 87965 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 89837 members 
Mstep: Class 51 contains 27902 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 123576 members 
Mstep: Class 54 contains 41691 members 
Mstep: Class 55 contains 99877 members 
Mstep: Class 56 contains 93230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721440.000000 Penalty: 130671.539062
Iteration 426Q: 57 clusters Score -1.947214e+08 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 115524 members 
Mstep: Class 3 contains 3178 members 
Mstep: Class 4 contains 19193 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 88335 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192166 members 
Mstep: Class 11 contains 9513 members 
Mstep: Class 12 contains 29511 members 
Mstep: Class 13 contains 36320 members 
Mstep: Class 14 contains 10066 members 
Mstep: Class 15 contains 4364 members 
Mstep: Class 16 contains 112534 members 
Mstep: Class 17 contains 10315 members 
Mstep: Class 18 contains 8835 members 
Mstep: Class 19 contains 22841 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 31778 members 
Mstep: Class 22 contains 22886 members 
Mstep: Class 23 contains 2110 members 
Mstep: Class 24 contains 13922 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 619 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12796 members 
Mstep: Class 29 contains 29486 members 
Mstep: Class 30 contains 3845 members 
Mstep: Class 31 contains 10890 members 
Mstep: Class 32 contains 7521 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82691 members 
Mstep: Class 35 contains 84123 members 
Mstep: Class 36 contains 7244 members 
Mstep: Class 37 contains 9391 members 
Mstep: Class 38 contains 79536 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 14334 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 68000 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5607 members 
Mstep: Class 48 contains 88219 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 89809 members 
Mstep: Class 51 contains 27865 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 123401 members 
Mstep: Class 54 contains 41553 members 
Mstep: Class 55 contains 99917 members 
Mstep: Class 56 contains 93305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194722160.000000 Penalty: 130671.539062
Iteration 427Q: 57 clusters Score -1.947222e+08 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 115807 members 
Mstep: Class 3 contains 3170 members 
Mstep: Class 4 contains 19196 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 88327 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192165 members 
Mstep: Class 11 contains 9489 members 
Mstep: Class 12 contains 29510 members 
Mstep: Class 13 contains 36312 members 
Mstep: Class 14 contains 10061 members 
Mstep: Class 15 contains 4363 members 
Mstep: Class 16 contains 112642 members 
Mstep: Class 17 contains 10312 members 
Mstep: Class 18 contains 8830 members 
Mstep: Class 19 contains 22846 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 31780 members 
Mstep: Class 22 contains 22841 members 
Mstep: Class 23 contains 2037 members 
Mstep: Class 24 contains 13926 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 619 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12796 members 
Mstep: Class 29 contains 29471 members 
Mstep: Class 30 contains 3845 members 
Mstep: Class 31 contains 10914 members 
Mstep: Class 32 contains 7521 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82704 members 
Mstep: Class 35 contains 84066 members 
Mstep: Class 36 contains 7200 members 
Mstep: Class 37 contains 9397 members 
Mstep: Class 38 contains 79534 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 14168 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 68013 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5593 members 
Mstep: Class 48 contains 88442 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 89792 members 
Mstep: Class 51 contains 27825 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 123222 members 
Mstep: Class 54 contains 41475 members 
Mstep: Class 55 contains 99937 members 
Mstep: Class 56 contains 93395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194721584.000000 Penalty: 130671.539062
Iteration 428Q: 57 clusters Score -1.947216e+08 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 116034 members 
Mstep: Class 3 contains 3166 members 
Mstep: Class 4 contains 19193 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 88304 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192170 members 
Mstep: Class 11 contains 9478 members 
Mstep: Class 12 contains 29513 members 
Mstep: Class 13 contains 36319 members 
Mstep: Class 14 contains 10055 members 
Mstep: Class 15 contains 4363 members 
Mstep: Class 16 contains 112734 members 
Mstep: Class 17 contains 10304 members 
Mstep: Class 18 contains 8832 members 
Mstep: Class 19 contains 22857 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 31783 members 
Mstep: Class 22 contains 22783 members 
Mstep: Class 23 contains 1956 members 
Mstep: Class 24 contains 13932 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 619 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12795 members 
Mstep: Class 29 contains 29462 members 
Mstep: Class 30 contains 3844 members 
Mstep: Class 31 contains 10941 members 
Mstep: Class 32 contains 7520 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82706 members 
Mstep: Class 35 contains 83967 members 
Mstep: Class 36 contains 7130 members 
Mstep: Class 37 contains 9404 members 
Mstep: Class 38 contains 79534 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 14010 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 68045 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5591 members 
Mstep: Class 48 contains 88664 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 89802 members 
Mstep: Class 51 contains 27753 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 123060 members 
Mstep: Class 54 contains 41367 members 
Mstep: Class 55 contains 100027 members 
Mstep: Class 56 contains 93526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 2257.691162 but Gain 2333.421875
Score: -194722208.000000 Penalty: 128338.117188
Iteration 429Q: 56 clusters Score -1.947222e+08 nChanged 5691
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 117184 members 
Mstep: Class 3 contains 3159 members 
Mstep: Class 4 contains 19191 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 88483 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192166 members 
Mstep: Class 11 contains 9469 members 
Mstep: Class 12 contains 29514 members 
Mstep: Class 13 contains 36364 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 4364 members 
Mstep: Class 16 contains 112845 members 
Mstep: Class 17 contains 10298 members 
Mstep: Class 18 contains 8848 members 
Mstep: Class 19 contains 22860 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 31788 members 
Mstep: Class 22 contains 22717 members 
Mstep: Class 24 contains 13947 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 619 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12794 members 
Mstep: Class 29 contains 29475 members 
Mstep: Class 30 contains 3844 members 
Mstep: Class 31 contains 10969 members 
Mstep: Class 32 contains 7520 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82722 members 
Mstep: Class 35 contains 83861 members 
Mstep: Class 36 contains 7071 members 
Mstep: Class 37 contains 9500 members 
Mstep: Class 38 contains 79530 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 13855 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 68076 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5586 members 
Mstep: Class 48 contains 88902 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 90064 members 
Mstep: Class 51 contains 27697 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 123107 members 
Mstep: Class 54 contains 41287 members 
Mstep: Class 55 contains 100080 members 
Mstep: Class 56 contains 93727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194723744.000000 Penalty: 128338.117188
Iteration 430Q: 56 clusters Score -1.947237e+08 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 117480 members 
Mstep: Class 3 contains 3142 members 
Mstep: Class 4 contains 19197 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 88465 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192158 members 
Mstep: Class 11 contains 9456 members 
Mstep: Class 12 contains 29520 members 
Mstep: Class 13 contains 36339 members 
Mstep: Class 14 contains 10054 members 
Mstep: Class 15 contains 4364 members 
Mstep: Class 16 contains 112974 members 
Mstep: Class 17 contains 10292 members 
Mstep: Class 18 contains 8852 members 
Mstep: Class 19 contains 22859 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 31798 members 
Mstep: Class 22 contains 22627 members 
Mstep: Class 24 contains 13940 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 619 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12793 members 
Mstep: Class 29 contains 29448 members 
Mstep: Class 30 contains 3844 members 
Mstep: Class 31 contains 10992 members 
Mstep: Class 32 contains 7519 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82691 members 
Mstep: Class 35 contains 83745 members 
Mstep: Class 36 contains 7005 members 
Mstep: Class 37 contains 9482 members 
Mstep: Class 38 contains 79531 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 13720 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 68112 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5571 members 
Mstep: Class 48 contains 89121 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 90046 members 
Mstep: Class 51 contains 27631 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 123014 members 
Mstep: Class 54 contains 41240 members 
Mstep: Class 55 contains 100111 members 
Mstep: Class 56 contains 93791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194723248.000000 Penalty: 128338.117188
Iteration 431Q: 56 clusters Score -1.947232e+08 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 117690 members 
Mstep: Class 3 contains 3136 members 
Mstep: Class 4 contains 19204 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 88454 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192159 members 
Mstep: Class 11 contains 9437 members 
Mstep: Class 12 contains 29523 members 
Mstep: Class 13 contains 36307 members 
Mstep: Class 14 contains 10052 members 
Mstep: Class 15 contains 4364 members 
Mstep: Class 16 contains 113146 members 
Mstep: Class 17 contains 10287 members 
Mstep: Class 18 contains 8852 members 
Mstep: Class 19 contains 22861 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 31800 members 
Mstep: Class 22 contains 22544 members 
Mstep: Class 24 contains 13935 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 619 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12792 members 
Mstep: Class 29 contains 29414 members 
Mstep: Class 30 contains 3844 members 
Mstep: Class 31 contains 11017 members 
Mstep: Class 32 contains 7519 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82683 members 
Mstep: Class 35 contains 83597 members 
Mstep: Class 36 contains 6945 members 
Mstep: Class 37 contains 9461 members 
Mstep: Class 38 contains 79523 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 13596 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 68174 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5563 members 
Mstep: Class 48 contains 89317 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 90049 members 
Mstep: Class 51 contains 27518 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 122864 members 
Mstep: Class 54 contains 41219 members 
Mstep: Class 55 contains 100158 members 
Mstep: Class 56 contains 93920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194723328.000000 Penalty: 128338.117188
Iteration 432Q: 56 clusters Score -1.947233e+08 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 117928 members 
Mstep: Class 3 contains 3126 members 
Mstep: Class 4 contains 19207 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 88455 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192176 members 
Mstep: Class 11 contains 9413 members 
Mstep: Class 12 contains 29522 members 
Mstep: Class 13 contains 36293 members 
Mstep: Class 14 contains 10048 members 
Mstep: Class 15 contains 4364 members 
Mstep: Class 16 contains 113369 members 
Mstep: Class 17 contains 10277 members 
Mstep: Class 18 contains 8855 members 
Mstep: Class 19 contains 22864 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 31799 members 
Mstep: Class 22 contains 22466 members 
Mstep: Class 24 contains 13927 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 619 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12792 members 
Mstep: Class 29 contains 29392 members 
Mstep: Class 30 contains 3844 members 
Mstep: Class 31 contains 11040 members 
Mstep: Class 32 contains 7518 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82627 members 
Mstep: Class 35 contains 83422 members 
Mstep: Class 36 contains 6873 members 
Mstep: Class 37 contains 9448 members 
Mstep: Class 38 contains 79520 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 13495 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 68264 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5552 members 
Mstep: Class 48 contains 89468 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 90027 members 
Mstep: Class 51 contains 27414 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 122692 members 
Mstep: Class 54 contains 41145 members 
Mstep: Class 55 contains 100236 members 
Mstep: Class 56 contains 94066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194723440.000000 Penalty: 128338.117188
Iteration 433Q: 56 clusters Score -1.947234e+08 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 118127 members 
Mstep: Class 3 contains 3117 members 
Mstep: Class 4 contains 19207 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 88449 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192186 members 
Mstep: Class 11 contains 9376 members 
Mstep: Class 12 contains 29523 members 
Mstep: Class 13 contains 36293 members 
Mstep: Class 14 contains 10040 members 
Mstep: Class 15 contains 4364 members 
Mstep: Class 16 contains 113517 members 
Mstep: Class 17 contains 10274 members 
Mstep: Class 18 contains 8860 members 
Mstep: Class 19 contains 22868 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 31803 members 
Mstep: Class 22 contains 22389 members 
Mstep: Class 24 contains 13933 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 619 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12792 members 
Mstep: Class 29 contains 29369 members 
Mstep: Class 30 contains 3844 members 
Mstep: Class 31 contains 11058 members 
Mstep: Class 32 contains 7518 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82587 members 
Mstep: Class 35 contains 83236 members 
Mstep: Class 36 contains 6798 members 
Mstep: Class 37 contains 9455 members 
Mstep: Class 38 contains 79523 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 13407 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 68382 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5535 members 
Mstep: Class 48 contains 89583 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 89999 members 
Mstep: Class 51 contains 27295 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 122501 members 
Mstep: Class 54 contains 41088 members 
Mstep: Class 55 contains 100332 members 
Mstep: Class 56 contains 94296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194723744.000000 Penalty: 128338.117188
Iteration 434Q: 56 clusters Score -1.947237e+08 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 118226 members 
Mstep: Class 3 contains 3107 members 
Mstep: Class 4 contains 19205 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 88459 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192196 members 
Mstep: Class 11 contains 9333 members 
Mstep: Class 12 contains 29521 members 
Mstep: Class 13 contains 36282 members 
Mstep: Class 14 contains 10041 members 
Mstep: Class 15 contains 4363 members 
Mstep: Class 16 contains 113608 members 
Mstep: Class 17 contains 10271 members 
Mstep: Class 18 contains 8856 members 
Mstep: Class 19 contains 22872 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 31801 members 
Mstep: Class 22 contains 22326 members 
Mstep: Class 24 contains 13939 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 619 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12791 members 
Mstep: Class 29 contains 29336 members 
Mstep: Class 30 contains 3844 members 
Mstep: Class 31 contains 11081 members 
Mstep: Class 32 contains 7518 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82585 members 
Mstep: Class 35 contains 83040 members 
Mstep: Class 36 contains 6733 members 
Mstep: Class 37 contains 9475 members 
Mstep: Class 38 contains 79527 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 13324 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 68523 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5521 members 
Mstep: Class 48 contains 89703 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 89957 members 
Mstep: Class 51 contains 27186 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 122453 members 
Mstep: Class 54 contains 41038 members 
Mstep: Class 55 contains 100438 members 
Mstep: Class 56 contains 94445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194723584.000000 Penalty: 128338.117188
Iteration 435Q: 56 clusters Score -1.947236e+08 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 118363 members 
Mstep: Class 3 contains 3097 members 
Mstep: Class 4 contains 19205 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 88481 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192203 members 
Mstep: Class 11 contains 9292 members 
Mstep: Class 12 contains 29524 members 
Mstep: Class 13 contains 36286 members 
Mstep: Class 14 contains 10035 members 
Mstep: Class 15 contains 4363 members 
Mstep: Class 16 contains 113725 members 
Mstep: Class 17 contains 10271 members 
Mstep: Class 18 contains 8861 members 
Mstep: Class 19 contains 22877 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 31803 members 
Mstep: Class 22 contains 22272 members 
Mstep: Class 24 contains 13937 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 619 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12790 members 
Mstep: Class 29 contains 29304 members 
Mstep: Class 30 contains 3844 members 
Mstep: Class 31 contains 11103 members 
Mstep: Class 32 contains 7518 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82564 members 
Mstep: Class 35 contains 82831 members 
Mstep: Class 36 contains 6667 members 
Mstep: Class 37 contains 9476 members 
Mstep: Class 38 contains 79530 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 13239 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 68681 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5517 members 
Mstep: Class 48 contains 89830 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 89891 members 
Mstep: Class 51 contains 27092 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 122359 members 
Mstep: Class 54 contains 40969 members 
Mstep: Class 55 contains 100539 members 
Mstep: Class 56 contains 94585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194723600.000000 Penalty: 128338.117188
Iteration 436Q: 56 clusters Score -1.947236e+08 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 118458 members 
Mstep: Class 3 contains 3085 members 
Mstep: Class 4 contains 19212 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 88508 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192199 members 
Mstep: Class 11 contains 9259 members 
Mstep: Class 12 contains 29525 members 
Mstep: Class 13 contains 36282 members 
Mstep: Class 14 contains 10024 members 
Mstep: Class 15 contains 4363 members 
Mstep: Class 16 contains 113840 members 
Mstep: Class 17 contains 10276 members 
Mstep: Class 18 contains 8868 members 
Mstep: Class 19 contains 22879 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 31804 members 
Mstep: Class 22 contains 22236 members 
Mstep: Class 24 contains 13934 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 619 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12790 members 
Mstep: Class 29 contains 29289 members 
Mstep: Class 30 contains 3844 members 
Mstep: Class 31 contains 11132 members 
Mstep: Class 32 contains 7518 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82547 members 
Mstep: Class 35 contains 82587 members 
Mstep: Class 36 contains 6589 members 
Mstep: Class 37 contains 9489 members 
Mstep: Class 38 contains 79535 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 819 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 13142 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 68874 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5505 members 
Mstep: Class 48 contains 89921 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 89847 members 
Mstep: Class 51 contains 26998 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 122305 members 
Mstep: Class 54 contains 40914 members 
Mstep: Class 55 contains 100662 members 
Mstep: Class 56 contains 94684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194723904.000000 Penalty: 128338.117188
Iteration 437Q: 56 clusters Score -1.947239e+08 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 118527 members 
Mstep: Class 3 contains 3070 members 
Mstep: Class 4 contains 19216 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 88544 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192205 members 
Mstep: Class 11 contains 9229 members 
Mstep: Class 12 contains 29526 members 
Mstep: Class 13 contains 36279 members 
Mstep: Class 14 contains 10016 members 
Mstep: Class 15 contains 4363 members 
Mstep: Class 16 contains 113993 members 
Mstep: Class 17 contains 10278 members 
Mstep: Class 18 contains 8871 members 
Mstep: Class 19 contains 22879 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 31804 members 
Mstep: Class 22 contains 22193 members 
Mstep: Class 24 contains 13935 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 619 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12790 members 
Mstep: Class 29 contains 29279 members 
Mstep: Class 30 contains 3844 members 
Mstep: Class 31 contains 11150 members 
Mstep: Class 32 contains 7518 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82532 members 
Mstep: Class 35 contains 82367 members 
Mstep: Class 36 contains 6504 members 
Mstep: Class 37 contains 9496 members 
Mstep: Class 38 contains 79540 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 13040 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 69064 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5502 members 
Mstep: Class 48 contains 90023 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 89788 members 
Mstep: Class 51 contains 26927 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 122304 members 
Mstep: Class 54 contains 40843 members 
Mstep: Class 55 contains 100781 members 
Mstep: Class 56 contains 94705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194723376.000000 Penalty: 128338.117188
Iteration 438Q: 56 clusters Score -1.947234e+08 nChanged 3045
Entering ConstructFrom: 
Score: -194723376.000000 Penalty: 128338.117188
Entering ConstructFrom: 
Trying to split cluster 1 (341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Entering Unmasked Estep 
Score: -22548.951172 Penalty: 947.680908
	Iteration 0F: 2 clusters Score -22548.95 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 153 members 
Entering Unmasked Estep 
Score: -21772.542969 Penalty: 1895.361816
	Iteration 0F: 3 clusters Score -21772.54 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -22124.603516 Penalty: 1895.361816
	Iteration 1F: 3 clusters Score -22124.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -22235.771484 Penalty: 1895.361816
	Iteration 2F: 3 clusters Score -22235.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -22266.699219 Penalty: 1895.361816
	Iteration 3Q: 3 clusters Score -22266.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -22277.447266 Penalty: 1895.361816
	Iteration 4Q: 3 clusters Score -22277.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -22280.400391 Penalty: 1895.361816
	Iteration 5Q: 3 clusters Score -22280.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -22280.400391 Penalty: 1895.361816
	Iteration 6F: 3 clusters Score -22280.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (118602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118602 members 
Entering Unmasked Estep 
Score: -13995850.000000 Penalty: 1898.573486
	Iteration 0F: 2 clusters Score -1.399585e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59212 members 
Mstep: Class 2 contains 59390 members 
Entering Unmasked Estep 
Score: -13921113.000000 Penalty: 3797.146973
	Iteration 0F: 3 clusters Score -1.392111e+07 nChanged 57314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57276 members 
Mstep: Class 2 contains 61326 members 
Entering Unmasked Estep 
Score: -13954261.000000 Penalty: 3797.146973
	Iteration 1F: 3 clusters Score -1.395426e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56469 members 
Mstep: Class 2 contains 62133 members 
Entering Unmasked Estep 
Score: -13954934.000000 Penalty: 3797.146973
	Iteration 2Q: 3 clusters Score -1.395493e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55292 members 
Mstep: Class 2 contains 63310 members 
Entering Unmasked Estep 
Score: -13956161.000000 Penalty: 3797.146973
	Iteration 3Q: 3 clusters Score -1.395616e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53683 members 
Mstep: Class 2 contains 64919 members 
Entering Unmasked Estep 
Score: -13957958.000000 Penalty: 3797.146973
	Iteration 4Q: 3 clusters Score -1.395796e+07 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51561 members 
Mstep: Class 2 contains 67041 members 
Entering Unmasked Estep 
Score: -13961091.000000 Penalty: 3797.146973
	Iteration 5Q: 3 clusters Score -1.396109e+07 nChanged 6738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49021 members 
Mstep: Class 2 contains 69581 members 
Entering Unmasked Estep 
Score: -13966444.000000 Penalty: 3797.146973
	Iteration 6F: 3 clusters Score -1.396644e+07 nChanged 8171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46728 members 
Mstep: Class 2 contains 71874 members 
Entering Unmasked Estep 
Score: -13974623.000000 Penalty: 3797.146973
	Iteration 7F: 3 clusters Score -1.397462e+07 nChanged 8642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45740 members 
Mstep: Class 2 contains 72862 members 
Entering Unmasked Estep 
Score: -13983317.000000 Penalty: 3797.146973
	Iteration 8F: 3 clusters Score -1.398332e+07 nChanged 7198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45816 members 
Mstep: Class 2 contains 72786 members 
Entering Unmasked Estep 
Score: -13988601.000000 Penalty: 3797.146973
	Iteration 9F: 3 clusters Score -1.39886e+07 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46168 members 
Mstep: Class 2 contains 72434 members 
Entering Unmasked Estep 
Score: -13991227.000000 Penalty: 3797.146973
	Iteration 10Q: 3 clusters Score -1.399123e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46508 members 
Mstep: Class 2 contains 72094 members 
Entering Unmasked Estep 
Score: -13993087.000000 Penalty: 3797.146973
	Iteration 11Q: 3 clusters Score -1.399309e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46956 members 
Mstep: Class 2 contains 71646 members 
Entering Unmasked Estep 
Score: -13994447.000000 Penalty: 3797.146973
	Iteration 12Q: 3 clusters Score -1.399445e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47421 members 
Mstep: Class 2 contains 71181 members 
Entering Unmasked Estep 
Score: -13995618.000000 Penalty: 3797.146973
	Iteration 13Q: 3 clusters Score -1.399562e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47922 members 
Mstep: Class 2 contains 70680 members 
Entering Unmasked Estep 
Score: -13996333.000000 Penalty: 3797.146973
	Iteration 14Q: 3 clusters Score -1.399633e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48363 members 
Mstep: Class 2 contains 70239 members 
Entering Unmasked Estep 
Score: -13996958.000000 Penalty: 3797.146973
	Iteration 15Q: 3 clusters Score -1.399696e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48819 members 
Mstep: Class 2 contains 69783 members 
Entering Unmasked Estep 
Score: -13997306.000000 Penalty: 3797.146973
	Iteration 16Q: 3 clusters Score -1.399731e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49332 members 
Mstep: Class 2 contains 69270 members 
Entering Unmasked Estep 
Score: -13997548.000000 Penalty: 3797.146973
	Iteration 17Q: 3 clusters Score -1.399755e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49723 members 
Mstep: Class 2 contains 68879 members 
Entering Unmasked Estep 
Score: -13997781.000000 Penalty: 3797.146973
	Iteration 18Q: 3 clusters Score -1.399778e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50040 members 
Mstep: Class 2 contains 68562 members 
Entering Unmasked Estep 
Score: -13997918.000000 Penalty: 3797.146973
	Iteration 19Q: 3 clusters Score -1.399792e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50348 members 
Mstep: Class 2 contains 68254 members 
Entering Unmasked Estep 
Score: -13997950.000000 Penalty: 3797.146973
	Iteration 20F: 3 clusters Score -1.399795e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50615 members 
Mstep: Class 2 contains 67987 members 
Entering Unmasked Estep 
Score: -13997987.000000 Penalty: 3797.146973
	Iteration 21Q: 3 clusters Score -1.399799e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50856 members 
Mstep: Class 2 contains 67746 members 
Entering Unmasked Estep 
Score: -13997956.000000 Penalty: 3797.146973
	Iteration 22Q: 3 clusters Score -1.399796e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51071 members 
Mstep: Class 2 contains 67531 members 
Entering Unmasked Estep 
Score: -13997969.000000 Penalty: 3797.146973
	Iteration 23Q: 3 clusters Score -1.399797e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51230 members 
Mstep: Class 2 contains 67372 members 
Entering Unmasked Estep 
Score: -13997958.000000 Penalty: 3797.146973
	Iteration 24Q: 3 clusters Score -1.399796e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51397 members 
Mstep: Class 2 contains 67205 members 
Entering Unmasked Estep 
Score: -13997996.000000 Penalty: 3797.146973
	Iteration 25Q: 3 clusters Score -1.3998e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51484 members 
Mstep: Class 2 contains 67118 members 
Entering Unmasked Estep 
Score: -13997984.000000 Penalty: 3797.146973
	Iteration 26Q: 3 clusters Score -1.399798e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51583 members 
Mstep: Class 2 contains 67019 members 
Entering Unmasked Estep 
Score: -13997965.000000 Penalty: 3797.146973
	Iteration 27Q: 3 clusters Score -1.399796e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51715 members 
Mstep: Class 2 contains 66887 members 
Entering Unmasked Estep 
Score: -13997970.000000 Penalty: 3797.146973
	Iteration 28Q: 3 clusters Score -1.399797e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51811 members 
Mstep: Class 2 contains 66791 members 
Entering Unmasked Estep 
Score: -13997950.000000 Penalty: 3797.146973
	Iteration 29Q: 3 clusters Score -1.399795e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51903 members 
Mstep: Class 2 contains 66699 members 
Entering Unmasked Estep 
Score: -13997936.000000 Penalty: 3797.146973
	Iteration 30Q: 3 clusters Score -1.399794e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52009 members 
Mstep: Class 2 contains 66593 members 
Entering Unmasked Estep 
Score: -13997913.000000 Penalty: 3797.146973
	Iteration 31Q: 3 clusters Score -1.399791e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52104 members 
Mstep: Class 2 contains 66498 members 
Entering Unmasked Estep 
Score: -13997939.000000 Penalty: 3797.146973
	Iteration 32Q: 3 clusters Score -1.399794e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52178 members 
Mstep: Class 2 contains 66424 members 
Entering Unmasked Estep 
Score: -13997931.000000 Penalty: 3797.146973
	Iteration 33Q: 3 clusters Score -1.399793e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52225 members 
Mstep: Class 2 contains 66377 members 
Entering Unmasked Estep 
Score: -13997927.000000 Penalty: 3797.146973
	Iteration 34Q: 3 clusters Score -1.399793e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52259 members 
Mstep: Class 2 contains 66343 members 
Entering Unmasked Estep 
Score: -13997923.000000 Penalty: 3797.146973
	Iteration 35Q: 3 clusters Score -1.399792e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52306 members 
Mstep: Class 2 contains 66296 members 
Entering Unmasked Estep 
Score: -13997922.000000 Penalty: 3797.146973
	Iteration 36Q: 3 clusters Score -1.399792e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52347 members 
Mstep: Class 2 contains 66255 members 
Entering Unmasked Estep 
Score: -13997908.000000 Penalty: 3797.146973
	Iteration 37Q: 3 clusters Score -1.399791e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52399 members 
Mstep: Class 2 contains 66203 members 
Entering Unmasked Estep 
Score: -13997909.000000 Penalty: 3797.146973
	Iteration 38Q: 3 clusters Score -1.399791e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52434 members 
Mstep: Class 2 contains 66168 members 
Entering Unmasked Estep 
Score: -13997904.000000 Penalty: 3797.146973
	Iteration 39Q: 3 clusters Score -1.39979e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52485 members 
Mstep: Class 2 contains 66117 members 
Entering Unmasked Estep 
Score: -13997896.000000 Penalty: 3797.146973
	Iteration 40F: 3 clusters Score -1.39979e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52512 members 
Mstep: Class 2 contains 66090 members 
Entering Unmasked Estep 
Score: -13997921.000000 Penalty: 3797.146973
	Iteration 41Q: 3 clusters Score -1.399792e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52563 members 
Mstep: Class 2 contains 66039 members 
Entering Unmasked Estep 
Score: -13997919.000000 Penalty: 3797.146973
	Iteration 42Q: 3 clusters Score -1.399792e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52590 members 
Mstep: Class 2 contains 66012 members 
Entering Unmasked Estep 
Score: -13997921.000000 Penalty: 3797.146973
	Iteration 43Q: 3 clusters Score -1.399792e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52642 members 
Mstep: Class 2 contains 65960 members 
Entering Unmasked Estep 
Score: -13997904.000000 Penalty: 3797.146973
	Iteration 44Q: 3 clusters Score -1.39979e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52663 members 
Mstep: Class 2 contains 65939 members 
Entering Unmasked Estep 
Score: -13997896.000000 Penalty: 3797.146973
	Iteration 45Q: 3 clusters Score -1.39979e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52683 members 
Mstep: Class 2 contains 65919 members 
Entering Unmasked Estep 
Score: -13997902.000000 Penalty: 3797.146973
	Iteration 46Q: 3 clusters Score -1.39979e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52697 members 
Mstep: Class 2 contains 65905 members 
Entering Unmasked Estep 
Score: -13997902.000000 Penalty: 3797.146973
	Iteration 47Q: 3 clusters Score -1.39979e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52714 members 
Mstep: Class 2 contains 65888 members 
Entering Unmasked Estep 
Score: -13997875.000000 Penalty: 3797.146973
	Iteration 48Q: 3 clusters Score -1.399788e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52721 members 
Mstep: Class 2 contains 65881 members 
Entering Unmasked Estep 
Score: -13997880.000000 Penalty: 3797.146973
	Iteration 49Q: 3 clusters Score -1.399788e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52733 members 
Mstep: Class 2 contains 65869 members 
Entering Unmasked Estep 
Score: -13997890.000000 Penalty: 3797.146973
	Iteration 50Q: 3 clusters Score -1.399789e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52738 members 
Mstep: Class 2 contains 65864 members 
Entering Unmasked Estep 
Score: -13997889.000000 Penalty: 3797.146973
	Iteration 51Q: 3 clusters Score -1.399789e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52748 members 
Mstep: Class 2 contains 65854 members 
Entering Unmasked Estep 
Score: -13997883.000000 Penalty: 3797.146973
	Iteration 52Q: 3 clusters Score -1.399788e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52760 members 
Mstep: Class 2 contains 65842 members 
Entering Unmasked Estep 
Score: -13997876.000000 Penalty: 3797.146973
	Iteration 53Q: 3 clusters Score -1.399788e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52772 members 
Mstep: Class 2 contains 65830 members 
Entering Unmasked Estep 
Score: -13997872.000000 Penalty: 3797.146973
	Iteration 54Q: 3 clusters Score -1.399787e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52777 members 
Mstep: Class 2 contains 65825 members 
Entering Unmasked Estep 
Score: -13997874.000000 Penalty: 3797.146973
	Iteration 55Q: 3 clusters Score -1.399787e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52784 members 
Mstep: Class 2 contains 65818 members 
Entering Unmasked Estep 
Score: -13997867.000000 Penalty: 3797.146973
	Iteration 56Q: 3 clusters Score -1.399787e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52790 members 
Mstep: Class 2 contains 65812 members 
Entering Unmasked Estep 
Score: -13997878.000000 Penalty: 3797.146973
	Iteration 57Q: 3 clusters Score -1.399788e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52795 members 
Mstep: Class 2 contains 65807 members 
Entering Unmasked Estep 
Score: -13997872.000000 Penalty: 3797.146973
	Iteration 58Q: 3 clusters Score -1.399787e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52801 members 
Mstep: Class 2 contains 65801 members 
Entering Unmasked Estep 
Score: -13997885.000000 Penalty: 3797.146973
	Iteration 59Q: 3 clusters Score -1.399788e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52810 members 
Mstep: Class 2 contains 65792 members 
Entering Unmasked Estep 
Score: -13997878.000000 Penalty: 3797.146973
	Iteration 60F: 3 clusters Score -1.399788e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52818 members 
Mstep: Class 2 contains 65784 members 
Entering Unmasked Estep 
Score: -13997870.000000 Penalty: 3797.146973
	Iteration 61Q: 3 clusters Score -1.399787e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52823 members 
Mstep: Class 2 contains 65779 members 
Entering Unmasked Estep 
Score: -13997866.000000 Penalty: 3797.146973
	Iteration 62Q: 3 clusters Score -1.399787e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52826 members 
Mstep: Class 2 contains 65776 members 
Entering Unmasked Estep 
Score: -13997863.000000 Penalty: 3797.146973
	Iteration 63Q: 3 clusters Score -1.399786e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52831 members 
Mstep: Class 2 contains 65771 members 
Entering Unmasked Estep 
Score: -13997868.000000 Penalty: 3797.146973
	Iteration 64Q: 3 clusters Score -1.399787e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52833 members 
Mstep: Class 2 contains 65769 members 
Entering Unmasked Estep 
Score: -13997868.000000 Penalty: 3797.146973
	Iteration 65Q: 3 clusters Score -1.399787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52835 members 
Mstep: Class 2 contains 65767 members 
Entering Unmasked Estep 
Score: -13997864.000000 Penalty: 3797.146973
	Iteration 66Q: 3 clusters Score -1.399786e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52836 members 
Mstep: Class 2 contains 65766 members 
Entering Unmasked Estep 
Score: -13997861.000000 Penalty: 3797.146973
	Iteration 67Q: 3 clusters Score -1.399786e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52839 members 
Mstep: Class 2 contains 65763 members 
Entering Unmasked Estep 
Score: -13997874.000000 Penalty: 3797.146973
	Iteration 68Q: 3 clusters Score -1.399787e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52840 members 
Mstep: Class 2 contains 65762 members 
Entering Unmasked Estep 
Score: -13997867.000000 Penalty: 3797.146973
	Iteration 69Q: 3 clusters Score -1.399787e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52840 members 
Mstep: Class 2 contains 65762 members 
Entering Unmasked Estep 
Score: -13997867.000000 Penalty: 3797.146973
	Iteration 70F: 3 clusters Score -1.399787e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 52840 members 
Mstep: Class 3 contains 3061 members 
Mstep: Class 4 contains 19221 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 88543 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192213 members 
Mstep: Class 11 contains 9181 members 
Mstep: Class 12 contains 29529 members 
Mstep: Class 13 contains 36268 members 
Mstep: Class 14 contains 10005 members 
Mstep: Class 15 contains 4362 members 
Mstep: Class 16 contains 114114 members 
Mstep: Class 17 contains 10281 members 
Mstep: Class 18 contains 8873 members 
Mstep: Class 19 contains 22884 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 31802 members 
Mstep: Class 22 contains 22161 members 
Mstep: Class 23 contains 65762 members 
Mstep: Class 24 contains 13945 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 619 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12789 members 
Mstep: Class 29 contains 29274 members 
Mstep: Class 30 contains 3844 members 
Mstep: Class 31 contains 11174 members 
Mstep: Class 32 contains 7518 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82494 members 
Mstep: Class 35 contains 82188 members 
Mstep: Class 36 contains 6435 members 
Mstep: Class 37 contains 9513 members 
Mstep: Class 38 contains 79545 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 12942 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 69274 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5504 members 
Mstep: Class 48 contains 90106 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 89734 members 
Mstep: Class 51 contains 26838 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 122265 members 
Mstep: Class 54 contains 40769 members 
Mstep: Class 55 contains 100859 members 
Mstep: Class 56 contains 94815 members 
Entering Unmasked Estep 
Score: -194725472.000000 Penalty: 130671.539062
Splitting cluster 2 changes total score from -194723376.000000 to -194725472.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 3 (3061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Entering Unmasked Estep 
Score: -349970.687500 Penalty: 1304.305786
	Iteration 0F: 2 clusters Score -349970.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -347215.281250 Penalty: 2608.611572
	Iteration 0F: 3 clusters Score -347215.3 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -347903.500000 Penalty: 2608.611572
	Iteration 1F: 3 clusters Score -347903.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -348078.593750 Penalty: 2608.611572
	Iteration 2F: 3 clusters Score -348078.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -348193.218750 Penalty: 2608.611572
	Iteration 3F: 3 clusters Score -348193.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -348258.093750 Penalty: 2608.611572
	Iteration 4Q: 3 clusters Score -348258.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -348309.531250 Penalty: 2608.611572
	Iteration 5Q: 3 clusters Score -348309.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -348353.937500 Penalty: 2608.611572
	Iteration 6Q: 3 clusters Score -348353.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -348400.750000 Penalty: 2608.611572
	Iteration 7Q: 3 clusters Score -348400.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -348431.000000 Penalty: 2608.611572
	Iteration 8Q: 3 clusters Score -348431 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -348461.593750 Penalty: 2608.611572
	Iteration 9Q: 3 clusters Score -348461.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -348492.625000 Penalty: 2608.611572
	Iteration 10Q: 3 clusters Score -348492.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -348520.500000 Penalty: 2608.611572
	Iteration 11Q: 3 clusters Score -348520.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -348544.000000 Penalty: 2608.611572
	Iteration 12Q: 3 clusters Score -348544 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -348564.093750 Penalty: 2608.611572
	Iteration 13Q: 3 clusters Score -348564.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -348586.968750 Penalty: 2608.611572
	Iteration 14Q: 3 clusters Score -348587 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -348604.218750 Penalty: 2608.611572
	Iteration 15Q: 3 clusters Score -348604.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -348625.875000 Penalty: 2608.611572
	Iteration 16Q: 3 clusters Score -348625.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -348651.218750 Penalty: 2608.611572
	Iteration 17Q: 3 clusters Score -348651.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -348683.625000 Penalty: 2608.611572
	Iteration 18Q: 3 clusters Score -348683.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -348705.312500 Penalty: 2608.611572
	Iteration 19Q: 3 clusters Score -348705.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -348725.093750 Penalty: 2608.611572
	Iteration 20F: 3 clusters Score -348725.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -348744.375000 Penalty: 2608.611572
	Iteration 21Q: 3 clusters Score -348744.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -348766.500000 Penalty: 2608.611572
	Iteration 22Q: 3 clusters Score -348766.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -348787.343750 Penalty: 2608.611572
	Iteration 23Q: 3 clusters Score -348787.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -348801.718750 Penalty: 2608.611572
	Iteration 24Q: 3 clusters Score -348801.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -348809.375000 Penalty: 2608.611572
	Iteration 25Q: 3 clusters Score -348809.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -348820.625000 Penalty: 2608.611572
	Iteration 26Q: 3 clusters Score -348820.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -348831.812500 Penalty: 2608.611572
	Iteration 27Q: 3 clusters Score -348831.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -348844.500000 Penalty: 2608.611572
	Iteration 28Q: 3 clusters Score -348844.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -348851.687500 Penalty: 2608.611572
	Iteration 29Q: 3 clusters Score -348851.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -348855.468750 Penalty: 2608.611572
	Iteration 30Q: 3 clusters Score -348855.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -348860.437500 Penalty: 2608.611572
	Iteration 31Q: 3 clusters Score -348860.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -348868.062500 Penalty: 2608.611572
	Iteration 32Q: 3 clusters Score -348868.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -348877.187500 Penalty: 2608.611572
	Iteration 33Q: 3 clusters Score -348877.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -348885.718750 Penalty: 2608.611572
	Iteration 34Q: 3 clusters Score -348885.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -348892.781250 Penalty: 2608.611572
	Iteration 35Q: 3 clusters Score -348892.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -348900.406250 Penalty: 2608.611572
	Iteration 36Q: 3 clusters Score -348900.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -348907.937500 Penalty: 2608.611572
	Iteration 37Q: 3 clusters Score -348907.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -348915.531250 Penalty: 2608.611572
	Iteration 38Q: 3 clusters Score -348915.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -348921.218750 Penalty: 2608.611572
	Iteration 39Q: 3 clusters Score -348921.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -348925.906250 Penalty: 2608.611572
	Iteration 40F: 3 clusters Score -348925.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -348930.218750 Penalty: 2608.611572
	Iteration 41Q: 3 clusters Score -348930.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -348932.718750 Penalty: 2608.611572
	Iteration 42Q: 3 clusters Score -348932.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -348933.437500 Penalty: 2608.611572
	Iteration 43Q: 3 clusters Score -348933.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -348934.656250 Penalty: 2608.611572
	Iteration 44Q: 3 clusters Score -348934.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -348935.468750 Penalty: 2608.611572
	Iteration 45Q: 3 clusters Score -348935.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -348936.125000 Penalty: 2608.611572
	Iteration 46Q: 3 clusters Score -348936.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -348939.250000 Penalty: 2608.611572
	Iteration 47Q: 3 clusters Score -348939.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -348939.687500 Penalty: 2608.611572
	Iteration 48Q: 3 clusters Score -348939.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -348941.218750 Penalty: 2608.611572
	Iteration 49Q: 3 clusters Score -348941.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -348942.468750 Penalty: 2608.611572
	Iteration 50Q: 3 clusters Score -348942.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -348943.906250 Penalty: 2608.611572
	Iteration 51Q: 3 clusters Score -348943.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -348944.437500 Penalty: 2608.611572
	Iteration 52Q: 3 clusters Score -348944.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -348944.312500 Penalty: 2608.611572
	Iteration 53Q: 3 clusters Score -348944.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -348945.343750 Penalty: 2608.611572
	Iteration 54Q: 3 clusters Score -348945.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -348945.937500 Penalty: 2608.611572
	Iteration 55Q: 3 clusters Score -348945.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -348947.250000 Penalty: 2608.611572
	Iteration 56Q: 3 clusters Score -348947.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -348947.093750 Penalty: 2608.611572
	Iteration 57Q: 3 clusters Score -348947.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -348947.406250 Penalty: 2608.611572
	Iteration 58Q: 3 clusters Score -348947.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -348947.906250 Penalty: 2608.611572
	Iteration 59Q: 3 clusters Score -348947.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -348948.812500 Penalty: 2608.611572
	Iteration 60F: 3 clusters Score -348948.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -348949.500000 Penalty: 2608.611572
	Iteration 61Q: 3 clusters Score -348949.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -348951.281250 Penalty: 2608.611572
	Iteration 62Q: 3 clusters Score -348951.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -348954.968750 Penalty: 2608.611572
	Iteration 63Q: 3 clusters Score -348955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -348959.000000 Penalty: 2608.611572
	Iteration 64Q: 3 clusters Score -348959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -348960.843750 Penalty: 2608.611572
	Iteration 65Q: 3 clusters Score -348960.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -348962.406250 Penalty: 2608.611572
	Iteration 66Q: 3 clusters Score -348962.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -348963.812500 Penalty: 2608.611572
	Iteration 67Q: 3 clusters Score -348963.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -348963.937500 Penalty: 2608.611572
	Iteration 68Q: 3 clusters Score -348963.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -348965.062500 Penalty: 2608.611572
	Iteration 69Q: 3 clusters Score -348965.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -348966.031250 Penalty: 2608.611572
	Iteration 70Q: 3 clusters Score -348966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -348968.062500 Penalty: 2608.611572
	Iteration 71Q: 3 clusters Score -348968.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -348969.437500 Penalty: 2608.611572
	Iteration 72Q: 3 clusters Score -348969.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -348972.156250 Penalty: 2608.611572
	Iteration 73Q: 3 clusters Score -348972.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -348977.125000 Penalty: 2608.611572
	Iteration 74Q: 3 clusters Score -348977.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -348981.718750 Penalty: 2608.611572
	Iteration 75Q: 3 clusters Score -348981.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -348984.531250 Penalty: 2608.611572
	Iteration 76Q: 3 clusters Score -348984.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -348986.312500 Penalty: 2608.611572
	Iteration 77Q: 3 clusters Score -348986.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -348987.625000 Penalty: 2608.611572
	Iteration 78Q: 3 clusters Score -348987.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -348988.812500 Penalty: 2608.611572
	Iteration 79Q: 3 clusters Score -348988.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -348988.968750 Penalty: 2608.611572
	Iteration 80F: 3 clusters Score -348989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Entering Unmasked Estep 
Score: -2215648.500000 Penalty: 1602.860840
	Iteration 0F: 2 clusters Score -2215648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -2202454.250000 Penalty: 3205.721680
	Iteration 0F: 3 clusters Score -2202454 nChanged 8689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -2207333.250000 Penalty: 3205.721680
	Iteration 1F: 3 clusters Score -2207333 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -2207708.250000 Penalty: 3205.721680
	Iteration 2F: 3 clusters Score -2207708 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -2208090.750000 Penalty: 3205.721680
	Iteration 3Q: 3 clusters Score -2208091 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -2208573.750000 Penalty: 3205.721680
	Iteration 4Q: 3 clusters Score -2208574 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -2209167.750000 Penalty: 3205.721680
	Iteration 5F: 3 clusters Score -2209168 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -2209807.500000 Penalty: 3205.721680
	Iteration 6F: 3 clusters Score -2209808 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -2210472.750000 Penalty: 3205.721680
	Iteration 7F: 3 clusters Score -2210473 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -2211071.250000 Penalty: 3205.721680
	Iteration 8Q: 3 clusters Score -2211071 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -2211575.000000 Penalty: 3205.721680
	Iteration 9Q: 3 clusters Score -2211575 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -2211933.000000 Penalty: 3205.721680
	Iteration 10Q: 3 clusters Score -2211933 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -2212132.250000 Penalty: 3205.721680
	Iteration 11Q: 3 clusters Score -2212132 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -2212292.250000 Penalty: 3205.721680
	Iteration 12Q: 3 clusters Score -2212292 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -2212406.250000 Penalty: 3205.721680
	Iteration 13Q: 3 clusters Score -2212406 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -2212514.750000 Penalty: 3205.721680
	Iteration 14Q: 3 clusters Score -2212515 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -2212602.000000 Penalty: 3205.721680
	Iteration 15Q: 3 clusters Score -2212602 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -2212692.000000 Penalty: 3205.721680
	Iteration 16Q: 3 clusters Score -2212692 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -2212757.500000 Penalty: 3205.721680
	Iteration 17Q: 3 clusters Score -2212758 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2212815.000000 Penalty: 3205.721680
	Iteration 18Q: 3 clusters Score -2212815 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -2212873.000000 Penalty: 3205.721680
	Iteration 19Q: 3 clusters Score -2212873 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -2212941.500000 Penalty: 3205.721680
	Iteration 20F: 3 clusters Score -2212942 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -2213017.750000 Penalty: 3205.721680
	Iteration 21Q: 3 clusters Score -2213018 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -2213081.250000 Penalty: 3205.721680
	Iteration 22Q: 3 clusters Score -2213081 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -2213151.000000 Penalty: 3205.721680
	Iteration 23Q: 3 clusters Score -2213151 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -2213208.000000 Penalty: 3205.721680
	Iteration 24Q: 3 clusters Score -2213208 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -2213256.250000 Penalty: 3205.721680
	Iteration 25Q: 3 clusters Score -2213256 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2213316.750000 Penalty: 3205.721680
	Iteration 26Q: 3 clusters Score -2213317 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -2213364.250000 Penalty: 3205.721680
	Iteration 27Q: 3 clusters Score -2213364 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -2213425.750000 Penalty: 3205.721680
	Iteration 28Q: 3 clusters Score -2213426 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2213477.750000 Penalty: 3205.721680
	Iteration 29Q: 3 clusters Score -2213478 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2213521.750000 Penalty: 3205.721680
	Iteration 30Q: 3 clusters Score -2213522 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2213574.500000 Penalty: 3205.721680
	Iteration 31Q: 3 clusters Score -2213574 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2213633.250000 Penalty: 3205.721680
	Iteration 32Q: 3 clusters Score -2213633 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2213678.750000 Penalty: 3205.721680
	Iteration 33Q: 3 clusters Score -2213679 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2213731.000000 Penalty: 3205.721680
	Iteration 34Q: 3 clusters Score -2213731 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2213783.500000 Penalty: 3205.721680
	Iteration 35Q: 3 clusters Score -2213784 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2213821.250000 Penalty: 3205.721680
	Iteration 36Q: 3 clusters Score -2213821 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2213873.500000 Penalty: 3205.721680
	Iteration 37Q: 3 clusters Score -2213874 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2213925.250000 Penalty: 3205.721680
	Iteration 38Q: 3 clusters Score -2213925 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2213961.250000 Penalty: 3205.721680
	Iteration 39Q: 3 clusters Score -2213961 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2213989.250000 Penalty: 3205.721680
	Iteration 40F: 3 clusters Score -2213989 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2214022.500000 Penalty: 3205.721680
	Iteration 41Q: 3 clusters Score -2214022 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2214054.250000 Penalty: 3205.721680
	Iteration 42Q: 3 clusters Score -2214054 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2214076.250000 Penalty: 3205.721680
	Iteration 43Q: 3 clusters Score -2214076 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2214100.500000 Penalty: 3205.721680
	Iteration 44Q: 3 clusters Score -2214100 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2214118.500000 Penalty: 3205.721680
	Iteration 45Q: 3 clusters Score -2214118 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2214133.000000 Penalty: 3205.721680
	Iteration 46Q: 3 clusters Score -2214133 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2214153.500000 Penalty: 3205.721680
	Iteration 47Q: 3 clusters Score -2214154 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2214170.750000 Penalty: 3205.721680
	Iteration 48Q: 3 clusters Score -2214171 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2214184.750000 Penalty: 3205.721680
	Iteration 49Q: 3 clusters Score -2214185 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2214192.750000 Penalty: 3205.721680
	Iteration 50Q: 3 clusters Score -2214193 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2214200.250000 Penalty: 3205.721680
	Iteration 51Q: 3 clusters Score -2214200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2214201.500000 Penalty: 3205.721680
	Iteration 52Q: 3 clusters Score -2214202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2214208.500000 Penalty: 3205.721680
	Iteration 53Q: 3 clusters Score -2214208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2214217.500000 Penalty: 3205.721680
	Iteration 54Q: 3 clusters Score -2214218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2214218.250000 Penalty: 3205.721680
	Iteration 55Q: 3 clusters Score -2214218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2214223.750000 Penalty: 3205.721680
	Iteration 56Q: 3 clusters Score -2214224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2214228.000000 Penalty: 3205.721680
	Iteration 57Q: 3 clusters Score -2214228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2214228.750000 Penalty: 3205.721680
	Iteration 58Q: 3 clusters Score -2214229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2214228.750000 Penalty: 3205.721680
	Iteration 59Q: 3 clusters Score -2214229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2214228.500000 Penalty: 3205.721680
	Iteration 60F: 3 clusters Score -2214228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2214234.250000 Penalty: 3205.721680
	Iteration 61Q: 3 clusters Score -2214234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2214235.250000 Penalty: 3205.721680
	Iteration 62Q: 3 clusters Score -2214235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2214240.750000 Penalty: 3205.721680
	Iteration 63Q: 3 clusters Score -2214241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2214241.000000 Penalty: 3205.721680
	Iteration 64Q: 3 clusters Score -2214241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2214246.750000 Penalty: 3205.721680
	Iteration 65Q: 3 clusters Score -2214247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2214255.250000 Penalty: 3205.721680
	Iteration 66Q: 3 clusters Score -2214255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2214261.000000 Penalty: 3205.721680
	Iteration 67Q: 3 clusters Score -2214261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2214259.500000 Penalty: 3205.721680
	Iteration 68Q: 3 clusters Score -2214260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2214261.750000 Penalty: 3205.721680
	Iteration 69Q: 3 clusters Score -2214262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2214264.000000 Penalty: 3205.721680
	Iteration 70Q: 3 clusters Score -2214264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2214266.750000 Penalty: 3205.721680
	Iteration 71Q: 3 clusters Score -2214267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2214269.750000 Penalty: 3205.721680
	Iteration 72Q: 3 clusters Score -2214270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2214274.000000 Penalty: 3205.721680
	Iteration 73Q: 3 clusters Score -2214274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2214273.250000 Penalty: 3205.721680
	Iteration 74Q: 3 clusters Score -2214273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2214280.500000 Penalty: 3205.721680
	Iteration 75Q: 3 clusters Score -2214280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2214284.500000 Penalty: 3205.721680
	Iteration 76Q: 3 clusters Score -2214284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2214289.000000 Penalty: 3205.721680
	Iteration 77Q: 3 clusters Score -2214289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2214287.250000 Penalty: 3205.721680
	Iteration 78Q: 3 clusters Score -2214287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2214286.750000 Penalty: 3205.721680
	Iteration 79Q: 3 clusters Score -2214287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2214286.750000 Penalty: 3205.721680
	Iteration 80F: 3 clusters Score -2214287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -47670.097656 Penalty: 1026.539307
	Iteration 0F: 2 clusters Score -47670.1 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 264 members 
Entering Unmasked Estep 
Score: -46713.277344 Penalty: 2053.078613
	Iteration 0F: 3 clusters Score -46713.28 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -47058.511719 Penalty: 2053.078613
	Iteration 1F: 3 clusters Score -47058.51 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -47165.503906 Penalty: 2053.078613
	Iteration 2F: 3 clusters Score -47165.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -47218.210938 Penalty: 2053.078613
	Iteration 3Q: 3 clusters Score -47218.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -47243.496094 Penalty: 2053.078613
	Iteration 4Q: 3 clusters Score -47243.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -47260.359375 Penalty: 2053.078613
	Iteration 5Q: 3 clusters Score -47260.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -47267.933594 Penalty: 2053.078613
	Iteration 6Q: 3 clusters Score -47267.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -47280.687500 Penalty: 2053.078613
	Iteration 7Q: 3 clusters Score -47280.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -47297.753906 Penalty: 2053.078613
	Iteration 8Q: 3 clusters Score -47297.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -47306.050781 Penalty: 2053.078613
	Iteration 9Q: 3 clusters Score -47306.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -47318.472656 Penalty: 2053.078613
	Iteration 10Q: 3 clusters Score -47318.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -47329.246094 Penalty: 2053.078613
	Iteration 11Q: 3 clusters Score -47329.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -47333.671875 Penalty: 2053.078613
	Iteration 12Q: 3 clusters Score -47333.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -47342.824219 Penalty: 2053.078613
	Iteration 13Q: 3 clusters Score -47342.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -47348.078125 Penalty: 2053.078613
	Iteration 14Q: 3 clusters Score -47348.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -47359.828125 Penalty: 2053.078613
	Iteration 15Q: 3 clusters Score -47359.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -47362.933594 Penalty: 2053.078613
	Iteration 16Q: 3 clusters Score -47362.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -47364.832031 Penalty: 2053.078613
	Iteration 17Q: 3 clusters Score -47364.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -47366.300781 Penalty: 2053.078613
	Iteration 18Q: 3 clusters Score -47366.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -47367.671875 Penalty: 2053.078613
	Iteration 19Q: 3 clusters Score -47367.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -47371.304688 Penalty: 2053.078613
	Iteration 20F: 3 clusters Score -47371.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -47376.023438 Penalty: 2053.078613
	Iteration 21Q: 3 clusters Score -47376.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -47380.917969 Penalty: 2053.078613
	Iteration 22Q: 3 clusters Score -47380.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -47381.878906 Penalty: 2053.078613
	Iteration 23Q: 3 clusters Score -47381.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -47381.878906 Penalty: 2053.078613
	Iteration 24F: 3 clusters Score -47381.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Entering Unmasked Estep 
Score: -42631.757812 Penalty: 993.832458
	Iteration 0F: 2 clusters Score -42631.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -41600.292969 Penalty: 1987.664917
	Iteration 0F: 3 clusters Score -41600.29 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -41814.238281 Penalty: 1987.664917
	Iteration 1F: 3 clusters Score -41814.24 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -41886.050781 Penalty: 1987.664917
	Iteration 2F: 3 clusters Score -41886.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -41906.789062 Penalty: 1987.664917
	Iteration 3Q: 3 clusters Score -41906.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -41913.035156 Penalty: 1987.664917
	Iteration 4Q: 3 clusters Score -41913.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -41923.910156 Penalty: 1987.664917
	Iteration 5Q: 3 clusters Score -41923.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -41935.062500 Penalty: 1987.664917
	Iteration 6Q: 3 clusters Score -41935.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -41942.382812 Penalty: 1987.664917
	Iteration 7Q: 3 clusters Score -41942.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -41945.277344 Penalty: 1987.664917
	Iteration 8Q: 3 clusters Score -41945.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -41950.394531 Penalty: 1987.664917
	Iteration 9Q: 3 clusters Score -41950.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -41954.480469 Penalty: 1987.664917
	Iteration 10Q: 3 clusters Score -41954.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -41955.910156 Penalty: 1987.664917
	Iteration 11Q: 3 clusters Score -41955.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -41966.761719 Penalty: 1987.664917
	Iteration 12Q: 3 clusters Score -41966.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -41981.507812 Penalty: 1987.664917
	Iteration 13Q: 3 clusters Score -41981.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -41992.375000 Penalty: 1987.664917
	Iteration 14Q: 3 clusters Score -41992.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -42007.113281 Penalty: 1987.664917
	Iteration 15Q: 3 clusters Score -42007.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -42009.832031 Penalty: 1987.664917
	Iteration 16Q: 3 clusters Score -42009.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -42015.175781 Penalty: 1987.664917
	Iteration 17Q: 3 clusters Score -42015.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -42015.722656 Penalty: 1987.664917
	Iteration 18Q: 3 clusters Score -42015.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -42015.722656 Penalty: 1987.664917
	Iteration 19F: 3 clusters Score -42015.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (88543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88543 members 
Entering Unmasked Estep 
Score: -10063859.000000 Penalty: 1851.077148
	Iteration 0F: 2 clusters Score -1.006386e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 44122 members 
Entering Unmasked Estep 
Score: -10004840.000000 Penalty: 3702.154297
	Iteration 0F: 3 clusters Score -1.000484e+07 nChanged 42174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47327 members 
Mstep: Class 2 contains 41216 members 
Entering Unmasked Estep 
Score: -10029247.000000 Penalty: 3702.154297
	Iteration 1F: 3 clusters Score -1.002925e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49206 members 
Mstep: Class 2 contains 39337 members 
Entering Unmasked Estep 
Score: -10030182.000000 Penalty: 3702.154297
	Iteration 2Q: 3 clusters Score -1.003018e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52024 members 
Mstep: Class 2 contains 36519 members 
Entering Unmasked Estep 
Score: -10031647.000000 Penalty: 3702.154297
	Iteration 3Q: 3 clusters Score -1.003165e+07 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56134 members 
Mstep: Class 2 contains 32409 members 
Entering Unmasked Estep 
Score: -10034145.000000 Penalty: 3702.154297
	Iteration 4F: 3 clusters Score -1.003414e+07 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61606 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
Score: -10038333.000000 Penalty: 3702.154297
	Iteration 5F: 3 clusters Score -1.003833e+07 nChanged 6645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68067 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -10043903.000000 Penalty: 3702.154297
	Iteration 6F: 3 clusters Score -1.00439e+07 nChanged 6598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74567 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -10050129.000000 Penalty: 3702.154297
	Iteration 7F: 3 clusters Score -1.005013e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79758 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -10055061.000000 Penalty: 3702.154297
	Iteration 8F: 3 clusters Score -1.005506e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83285 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -10058292.000000 Penalty: 3702.154297
	Iteration 9Q: 3 clusters Score -1.005829e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85365 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -10060061.000000 Penalty: 3702.154297
	Iteration 10Q: 3 clusters Score -1.006006e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86566 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -10061030.000000 Penalty: 3702.154297
	Iteration 11Q: 3 clusters Score -1.006103e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87284 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -10061546.000000 Penalty: 3702.154297
	Iteration 12Q: 3 clusters Score -1.006155e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87666 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -10061846.000000 Penalty: 3702.154297
	Iteration 13Q: 3 clusters Score -1.006185e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87901 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -10062069.000000 Penalty: 3702.154297
	Iteration 14Q: 3 clusters Score -1.006207e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88030 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -10062138.000000 Penalty: 3702.154297
	Iteration 15Q: 3 clusters Score -1.006214e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88093 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -10062192.000000 Penalty: 3702.154297
	Iteration 16Q: 3 clusters Score -1.006219e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88142 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -10062226.000000 Penalty: 3702.154297
	Iteration 17Q: 3 clusters Score -1.006223e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88182 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -10062258.000000 Penalty: 3702.154297
	Iteration 18Q: 3 clusters Score -1.006226e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88210 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -10062268.000000 Penalty: 3702.154297
	Iteration 19Q: 3 clusters Score -1.006227e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88227 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -10062281.000000 Penalty: 3702.154297
	Iteration 20F: 3 clusters Score -1.006228e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88241 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -10062294.000000 Penalty: 3702.154297
	Iteration 21Q: 3 clusters Score -1.006229e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88247 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -10062302.000000 Penalty: 3702.154297
	Iteration 22Q: 3 clusters Score -1.00623e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88253 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -10062301.000000 Penalty: 3702.154297
	Iteration 23Q: 3 clusters Score -1.00623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88258 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -10062305.000000 Penalty: 3702.154297
	Iteration 24Q: 3 clusters Score -1.00623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88260 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -10062302.000000 Penalty: 3702.154297
	Iteration 25Q: 3 clusters Score -1.00623e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88259 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -10062301.000000 Penalty: 3702.154297
	Iteration 26Q: 3 clusters Score -1.00623e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88260 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -10062305.000000 Penalty: 3702.154297
	Iteration 27Q: 3 clusters Score -1.00623e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88261 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -10062305.000000 Penalty: 3702.154297
	Iteration 28Q: 3 clusters Score -1.00623e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88262 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -10062302.000000 Penalty: 3702.154297
	Iteration 29Q: 3 clusters Score -1.00623e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88262 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -10062302.000000 Penalty: 3702.154297
	Iteration 30F: 3 clusters Score -1.00623e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -13386.933594 Penalty: 891.952393
	Iteration 0F: 2 clusters Score -13386.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -12769.518555 Penalty: 1783.904785
	Iteration 0F: 3 clusters Score -12769.52 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -13119.776367 Penalty: 1783.904785
	Iteration 1F: 3 clusters Score -13119.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -13234.784180 Penalty: 1783.904785
	Iteration 2F: 3 clusters Score -13234.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -13297.008789 Penalty: 1783.904785
	Iteration 3Q: 3 clusters Score -13297.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -13314.659180 Penalty: 1783.904785
	Iteration 4Q: 3 clusters Score -13314.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -13362.548828 Penalty: 1783.904785
	Iteration 5Q: 3 clusters Score -13362.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -13363.324219 Penalty: 1783.904785
	Iteration 6Q: 3 clusters Score -13363.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -13363.324219 Penalty: 1783.904785
	Iteration 7F: 3 clusters Score -13363.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -13744.530273 Penalty: 921.915039
	Iteration 0F: 2 clusters Score -13744.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12979.484375 Penalty: 1843.830078
	Iteration 0F: 3 clusters Score -12979.48 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -13216.581055 Penalty: 1843.830078
	Iteration 1F: 3 clusters Score -13216.58 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -13325.695312 Penalty: 1843.830078
	Iteration 2F: 3 clusters Score -13325.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -13366.728516 Penalty: 1843.830078
	Iteration 3F: 3 clusters Score -13366.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -13414.845703 Penalty: 1843.830078
	Iteration 4Q: 3 clusters Score -13414.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13451.904297 Penalty: 1843.830078
	Iteration 5Q: 3 clusters Score -13451.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -13454.487305 Penalty: 1843.830078
	Iteration 6Q: 3 clusters Score -13454.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -13455.947266 Penalty: 1843.830078
	Iteration 7Q: 3 clusters Score -13455.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -13455.947266 Penalty: 1843.830078
	Iteration 8F: 3 clusters Score -13455.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (192213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192213 members 
Entering Unmasked Estep 
Score: -22044064.000000 Penalty: 1977.033325
	Iteration 0F: 2 clusters Score -2.204406e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96167 members 
Mstep: Class 2 contains 96046 members 
Entering Unmasked Estep 
Score: -21935758.000000 Penalty: 3954.066650
	Iteration 0F: 3 clusters Score -2.193576e+07 nChanged 92834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99563 members 
Mstep: Class 2 contains 92650 members 
Entering Unmasked Estep 
Score: -21991586.000000 Penalty: 3954.066650
	Iteration 1F: 3 clusters Score -2.199159e+07 nChanged 6469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102250 members 
Mstep: Class 2 contains 89963 members 
Entering Unmasked Estep 
Score: -21993156.000000 Penalty: 3954.066650
	Iteration 2Q: 3 clusters Score -2.199316e+07 nChanged 7781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106293 members 
Mstep: Class 2 contains 85920 members 
Entering Unmasked Estep 
Score: -21995530.000000 Penalty: 3954.066650
	Iteration 3Q: 3 clusters Score -2.199553e+07 nChanged 9179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112168 members 
Mstep: Class 2 contains 80045 members 
Entering Unmasked Estep 
Score: -21998988.000000 Penalty: 3954.066650
	Iteration 4Q: 3 clusters Score -2.199899e+07 nChanged 11148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120014 members 
Mstep: Class 2 contains 72199 members 
Entering Unmasked Estep 
Score: -22004978.000000 Penalty: 3954.066650
	Iteration 5F: 3 clusters Score -2.200498e+07 nChanged 12444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129038 members 
Mstep: Class 2 contains 63175 members 
Entering Unmasked Estep 
Score: -22012986.000000 Penalty: 3954.066650
	Iteration 6F: 3 clusters Score -2.201299e+07 nChanged 12673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137937 members 
Mstep: Class 2 contains 54276 members 
Entering Unmasked Estep 
Score: -22021966.000000 Penalty: 3954.066650
	Iteration 7F: 3 clusters Score -2.202197e+07 nChanged 11145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144676 members 
Mstep: Class 2 contains 47537 members 
Entering Unmasked Estep 
Score: -22029600.000000 Penalty: 3954.066650
	Iteration 8F: 3 clusters Score -2.20296e+07 nChanged 8620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149140 members 
Mstep: Class 2 contains 43073 members 
Entering Unmasked Estep 
Score: -22034248.000000 Penalty: 3954.066650
	Iteration 9Q: 3 clusters Score -2.203425e+07 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152562 members 
Mstep: Class 2 contains 39651 members 
Entering Unmasked Estep 
Score: -22036168.000000 Penalty: 3954.066650
	Iteration 10Q: 3 clusters Score -2.203617e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155510 members 
Mstep: Class 2 contains 36703 members 
Entering Unmasked Estep 
Score: -22036952.000000 Penalty: 3954.066650
	Iteration 11Q: 3 clusters Score -2.203695e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158226 members 
Mstep: Class 2 contains 33987 members 
Entering Unmasked Estep 
Score: -22037460.000000 Penalty: 3954.066650
	Iteration 12Q: 3 clusters Score -2.203746e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160786 members 
Mstep: Class 2 contains 31427 members 
Entering Unmasked Estep 
Score: -22038182.000000 Penalty: 3954.066650
	Iteration 13Q: 3 clusters Score -2.203818e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163242 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -22038494.000000 Penalty: 3954.066650
	Iteration 14Q: 3 clusters Score -2.203849e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165546 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -22038648.000000 Penalty: 3954.066650
	Iteration 15Q: 3 clusters Score -2.203865e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167725 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -22038838.000000 Penalty: 3954.066650
	Iteration 16Q: 3 clusters Score -2.203884e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169944 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -22039256.000000 Penalty: 3954.066650
	Iteration 17Q: 3 clusters Score -2.203926e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172008 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -22039454.000000 Penalty: 3954.066650
	Iteration 18Q: 3 clusters Score -2.203945e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173948 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -22039616.000000 Penalty: 3954.066650
	Iteration 19Q: 3 clusters Score -2.203962e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175740 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -22039878.000000 Penalty: 3954.066650
	Iteration 20F: 3 clusters Score -2.203988e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177414 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -22040050.000000 Penalty: 3954.066650
	Iteration 21Q: 3 clusters Score -2.204005e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178968 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -22040178.000000 Penalty: 3954.066650
	Iteration 22Q: 3 clusters Score -2.204018e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180372 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -22040150.000000 Penalty: 3954.066650
	Iteration 23Q: 3 clusters Score -2.204015e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181719 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -22040446.000000 Penalty: 3954.066650
	Iteration 24Q: 3 clusters Score -2.204045e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183002 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -22040954.000000 Penalty: 3954.066650
	Iteration 25Q: 3 clusters Score -2.204095e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184193 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -22041330.000000 Penalty: 3954.066650
	Iteration 26Q: 3 clusters Score -2.204133e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185339 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -22041844.000000 Penalty: 3954.066650
	Iteration 27Q: 3 clusters Score -2.204184e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186452 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -22042176.000000 Penalty: 3954.066650
	Iteration 28Q: 3 clusters Score -2.204218e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187390 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -22042206.000000 Penalty: 3954.066650
	Iteration 29Q: 3 clusters Score -2.204221e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188242 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -22042296.000000 Penalty: 3954.066650
	Iteration 30Q: 3 clusters Score -2.20423e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188985 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -22042306.000000 Penalty: 3954.066650
	Iteration 31Q: 3 clusters Score -2.204231e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189588 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -22042464.000000 Penalty: 3954.066650
	Iteration 32Q: 3 clusters Score -2.204246e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190083 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -22042456.000000 Penalty: 3954.066650
	Iteration 33Q: 3 clusters Score -2.204246e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190494 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -22042384.000000 Penalty: 3954.066650
	Iteration 34Q: 3 clusters Score -2.204238e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190817 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -22042414.000000 Penalty: 3954.066650
	Iteration 35Q: 3 clusters Score -2.204241e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191061 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -22042368.000000 Penalty: 3954.066650
	Iteration 36Q: 3 clusters Score -2.204237e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191268 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -22042418.000000 Penalty: 3954.066650
	Iteration 37Q: 3 clusters Score -2.204242e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191422 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -22042396.000000 Penalty: 3954.066650
	Iteration 38Q: 3 clusters Score -2.20424e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191535 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -22042414.000000 Penalty: 3954.066650
	Iteration 39Q: 3 clusters Score -2.204241e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191614 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -22042396.000000 Penalty: 3954.066650
	Iteration 40F: 3 clusters Score -2.20424e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191661 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -22042404.000000 Penalty: 3954.066650
	Iteration 41Q: 3 clusters Score -2.20424e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191691 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -22042460.000000 Penalty: 3954.066650
	Iteration 42Q: 3 clusters Score -2.204246e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191706 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -22042460.000000 Penalty: 3954.066650
	Iteration 43Q: 3 clusters Score -2.204246e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191730 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -22042456.000000 Penalty: 3954.066650
	Iteration 44Q: 3 clusters Score -2.204246e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191749 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -22042456.000000 Penalty: 3954.066650
	Iteration 45Q: 3 clusters Score -2.204246e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191763 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -22042468.000000 Penalty: 3954.066650
	Iteration 46Q: 3 clusters Score -2.204247e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191767 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -22042464.000000 Penalty: 3954.066650
	Iteration 47Q: 3 clusters Score -2.204246e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191772 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -22042482.000000 Penalty: 3954.066650
	Iteration 48Q: 3 clusters Score -2.204248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191776 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -22042480.000000 Penalty: 3954.066650
	Iteration 49Q: 3 clusters Score -2.204248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191778 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -22042486.000000 Penalty: 3954.066650
	Iteration 50Q: 3 clusters Score -2.204249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191779 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -22042476.000000 Penalty: 3954.066650
	Iteration 51Q: 3 clusters Score -2.204248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191782 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -22042490.000000 Penalty: 3954.066650
	Iteration 52Q: 3 clusters Score -2.204249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191785 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -22042484.000000 Penalty: 3954.066650
	Iteration 53Q: 3 clusters Score -2.204248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191789 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -22042486.000000 Penalty: 3954.066650
	Iteration 54Q: 3 clusters Score -2.204249e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191789 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -22042486.000000 Penalty: 3954.066650
	Iteration 55Q: 3 clusters Score -2.204249e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191791 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -22042498.000000 Penalty: 3954.066650
	Iteration 56Q: 3 clusters Score -2.20425e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191792 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -22042492.000000 Penalty: 3954.066650
	Iteration 57Q: 3 clusters Score -2.204249e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191792 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -22042492.000000 Penalty: 3954.066650
	Iteration 58F: 3 clusters Score -2.204249e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -1069137.625000 Penalty: 1482.794800
	Iteration 0F: 2 clusters Score -1069138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1062480.625000 Penalty: 2965.589600
	Iteration 0F: 3 clusters Score -1062481 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1064527.875000 Penalty: 2965.589600
	Iteration 1F: 3 clusters Score -1064528 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1064769.375000 Penalty: 2965.589600
	Iteration 2F: 3 clusters Score -1064769 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1064942.500000 Penalty: 2965.589600
	Iteration 3F: 3 clusters Score -1064942 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1065104.500000 Penalty: 2965.589600
	Iteration 4Q: 3 clusters Score -1065104 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1065257.875000 Penalty: 2965.589600
	Iteration 5Q: 3 clusters Score -1065258 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1065403.875000 Penalty: 2965.589600
	Iteration 6Q: 3 clusters Score -1065404 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1065566.625000 Penalty: 2965.589600
	Iteration 7Q: 3 clusters Score -1065567 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1065741.875000 Penalty: 2965.589600
	Iteration 8Q: 3 clusters Score -1065742 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1065935.250000 Penalty: 2965.589600
	Iteration 9Q: 3 clusters Score -1065935 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1066139.625000 Penalty: 2965.589600
	Iteration 10Q: 3 clusters Score -1066140 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1066349.250000 Penalty: 2965.589600
	Iteration 11Q: 3 clusters Score -1066349 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1066578.625000 Penalty: 2965.589600
	Iteration 12Q: 3 clusters Score -1066579 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1066824.625000 Penalty: 2965.589600
	Iteration 13Q: 3 clusters Score -1066825 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1067035.875000 Penalty: 2965.589600
	Iteration 14Q: 3 clusters Score -1067036 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1067202.000000 Penalty: 2965.589600
	Iteration 15Q: 3 clusters Score -1067202 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1067349.125000 Penalty: 2965.589600
	Iteration 16Q: 3 clusters Score -1067349 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1067444.750000 Penalty: 2965.589600
	Iteration 17Q: 3 clusters Score -1067445 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1067528.500000 Penalty: 2965.589600
	Iteration 18Q: 3 clusters Score -1067528 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1067593.750000 Penalty: 2965.589600
	Iteration 19Q: 3 clusters Score -1067594 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1067639.000000 Penalty: 2965.589600
	Iteration 20F: 3 clusters Score -1067639 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1067674.500000 Penalty: 2965.589600
	Iteration 21Q: 3 clusters Score -1067674 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1067694.875000 Penalty: 2965.589600
	Iteration 22Q: 3 clusters Score -1067695 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1067712.500000 Penalty: 2965.589600
	Iteration 23Q: 3 clusters Score -1067712 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1067732.250000 Penalty: 2965.589600
	Iteration 24Q: 3 clusters Score -1067732 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1067753.000000 Penalty: 2965.589600
	Iteration 25Q: 3 clusters Score -1067753 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1067769.000000 Penalty: 2965.589600
	Iteration 26Q: 3 clusters Score -1067769 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1067778.625000 Penalty: 2965.589600
	Iteration 27Q: 3 clusters Score -1067779 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1067786.375000 Penalty: 2965.589600
	Iteration 28Q: 3 clusters Score -1067786 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1067797.625000 Penalty: 2965.589600
	Iteration 29Q: 3 clusters Score -1067798 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1067808.125000 Penalty: 2965.589600
	Iteration 30Q: 3 clusters Score -1067808 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1067818.250000 Penalty: 2965.589600
	Iteration 31Q: 3 clusters Score -1067818 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1067832.250000 Penalty: 2965.589600
	Iteration 32Q: 3 clusters Score -1067832 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1067838.625000 Penalty: 2965.589600
	Iteration 33Q: 3 clusters Score -1067839 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1067843.750000 Penalty: 2965.589600
	Iteration 34Q: 3 clusters Score -1067844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1067848.250000 Penalty: 2965.589600
	Iteration 35Q: 3 clusters Score -1067848 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1067852.500000 Penalty: 2965.589600
	Iteration 36Q: 3 clusters Score -1067852 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1067861.250000 Penalty: 2965.589600
	Iteration 37Q: 3 clusters Score -1067861 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1067865.000000 Penalty: 2965.589600
	Iteration 38Q: 3 clusters Score -1067865 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1067872.250000 Penalty: 2965.589600
	Iteration 39Q: 3 clusters Score -1067872 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1067881.875000 Penalty: 2965.589600
	Iteration 40F: 3 clusters Score -1067882 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1067894.500000 Penalty: 2965.589600
	Iteration 41Q: 3 clusters Score -1067894 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1067906.500000 Penalty: 2965.589600
	Iteration 42Q: 3 clusters Score -1067906 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1067917.750000 Penalty: 2965.589600
	Iteration 43Q: 3 clusters Score -1067918 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1067931.000000 Penalty: 2965.589600
	Iteration 44Q: 3 clusters Score -1067931 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1067937.000000 Penalty: 2965.589600
	Iteration 45Q: 3 clusters Score -1067937 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1067945.500000 Penalty: 2965.589600
	Iteration 46Q: 3 clusters Score -1067946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1067949.750000 Penalty: 2965.589600
	Iteration 47Q: 3 clusters Score -1067950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1067950.875000 Penalty: 2965.589600
	Iteration 48Q: 3 clusters Score -1067951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1067955.500000 Penalty: 2965.589600
	Iteration 49Q: 3 clusters Score -1067956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1067958.250000 Penalty: 2965.589600
	Iteration 50Q: 3 clusters Score -1067958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1067961.375000 Penalty: 2965.589600
	Iteration 51Q: 3 clusters Score -1067961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1067962.125000 Penalty: 2965.589600
	Iteration 52Q: 3 clusters Score -1067962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1067964.625000 Penalty: 2965.589600
	Iteration 53Q: 3 clusters Score -1067965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1067965.500000 Penalty: 2965.589600
	Iteration 54Q: 3 clusters Score -1067966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1067967.250000 Penalty: 2965.589600
	Iteration 55Q: 3 clusters Score -1067967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1067966.750000 Penalty: 2965.589600
	Iteration 56Q: 3 clusters Score -1067967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1067967.500000 Penalty: 2965.589600
	Iteration 57Q: 3 clusters Score -1067968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1067967.375000 Penalty: 2965.589600
	Iteration 58Q: 3 clusters Score -1067967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1067969.250000 Penalty: 2965.589600
	Iteration 59Q: 3 clusters Score -1067969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1067968.750000 Penalty: 2965.589600
	Iteration 60F: 3 clusters Score -1067969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1067970.375000 Penalty: 2965.589600
	Iteration 61Q: 3 clusters Score -1067970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1067972.625000 Penalty: 2965.589600
	Iteration 62Q: 3 clusters Score -1067973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1067976.375000 Penalty: 2965.589600
	Iteration 63Q: 3 clusters Score -1067976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1067976.375000 Penalty: 2965.589600
	Iteration 64Q: 3 clusters Score -1067976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1067977.625000 Penalty: 2965.589600
	Iteration 65Q: 3 clusters Score -1067978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1067977.625000 Penalty: 2965.589600
	Iteration 66F: 3 clusters Score -1067978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (29529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Entering Unmasked Estep 
Score: -3243161.750000 Penalty: 1672.633301
	Iteration 0F: 2 clusters Score -3243162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -3223320.000000 Penalty: 3345.266602
	Iteration 0F: 3 clusters Score -3223320 nChanged 13534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -3230788.500000 Penalty: 3345.266602
	Iteration 1F: 3 clusters Score -3230788 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -3231252.000000 Penalty: 3345.266602
	Iteration 2Q: 3 clusters Score -3231252 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -3231816.500000 Penalty: 3345.266602
	Iteration 3Q: 3 clusters Score -3231816 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -3232665.250000 Penalty: 3345.266602
	Iteration 4F: 3 clusters Score -3232665 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -3233959.500000 Penalty: 3345.266602
	Iteration 5F: 3 clusters Score -3233960 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -3235576.750000 Penalty: 3345.266602
	Iteration 6F: 3 clusters Score -3235577 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -3237211.750000 Penalty: 3345.266602
	Iteration 7F: 3 clusters Score -3237212 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -3238510.500000 Penalty: 3345.266602
	Iteration 8F: 3 clusters Score -3238510 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -3239413.000000 Penalty: 3345.266602
	Iteration 9Q: 3 clusters Score -3239413 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -3240033.250000 Penalty: 3345.266602
	Iteration 10Q: 3 clusters Score -3240033 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -3240493.750000 Penalty: 3345.266602
	Iteration 11Q: 3 clusters Score -3240494 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3240799.750000 Penalty: 3345.266602
	Iteration 12Q: 3 clusters Score -3240800 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3241063.750000 Penalty: 3345.266602
	Iteration 13Q: 3 clusters Score -3241064 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3241238.250000 Penalty: 3345.266602
	Iteration 14Q: 3 clusters Score -3241238 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28602 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -3241379.000000 Penalty: 3345.266602
	Iteration 15Q: 3 clusters Score -3241379 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3241470.250000 Penalty: 3345.266602
	Iteration 16Q: 3 clusters Score -3241470 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3241526.000000 Penalty: 3345.266602
	Iteration 17Q: 3 clusters Score -3241526 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28903 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3241549.500000 Penalty: 3345.266602
	Iteration 18Q: 3 clusters Score -3241550 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28940 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3241568.000000 Penalty: 3345.266602
	Iteration 19Q: 3 clusters Score -3241568 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28974 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3241589.000000 Penalty: 3345.266602
	Iteration 20F: 3 clusters Score -3241589 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3241597.250000 Penalty: 3345.266602
	Iteration 21Q: 3 clusters Score -3241597 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29008 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3241614.750000 Penalty: 3345.266602
	Iteration 22Q: 3 clusters Score -3241615 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3241626.000000 Penalty: 3345.266602
	Iteration 23Q: 3 clusters Score -3241626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3241633.750000 Penalty: 3345.266602
	Iteration 24Q: 3 clusters Score -3241634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3241637.000000 Penalty: 3345.266602
	Iteration 25Q: 3 clusters Score -3241637 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3241643.000000 Penalty: 3345.266602
	Iteration 26Q: 3 clusters Score -3241643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3241648.000000 Penalty: 3345.266602
	Iteration 27Q: 3 clusters Score -3241648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3241653.250000 Penalty: 3345.266602
	Iteration 28Q: 3 clusters Score -3241653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3241656.750000 Penalty: 3345.266602
	Iteration 29Q: 3 clusters Score -3241657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29093 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3241658.500000 Penalty: 3345.266602
	Iteration 30Q: 3 clusters Score -3241658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29097 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3241661.750000 Penalty: 3345.266602
	Iteration 31Q: 3 clusters Score -3241662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3241666.000000 Penalty: 3345.266602
	Iteration 32Q: 3 clusters Score -3241666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3241671.250000 Penalty: 3345.266602
	Iteration 33Q: 3 clusters Score -3241671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29116 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3241682.000000 Penalty: 3345.266602
	Iteration 34Q: 3 clusters Score -3241682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29121 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3241686.000000 Penalty: 3345.266602
	Iteration 35Q: 3 clusters Score -3241686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3241687.500000 Penalty: 3345.266602
	Iteration 36Q: 3 clusters Score -3241688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3241690.000000 Penalty: 3345.266602
	Iteration 37Q: 3 clusters Score -3241690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3241696.000000 Penalty: 3345.266602
	Iteration 38Q: 3 clusters Score -3241696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3241692.500000 Penalty: 3345.266602
	Iteration 39Q: 3 clusters Score -3241692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3241699.000000 Penalty: 3345.266602
	Iteration 40F: 3 clusters Score -3241699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3241700.500000 Penalty: 3345.266602
	Iteration 41Q: 3 clusters Score -3241700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3241708.000000 Penalty: 3345.266602
	Iteration 42Q: 3 clusters Score -3241708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3241717.250000 Penalty: 3345.266602
	Iteration 43Q: 3 clusters Score -3241717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3241727.250000 Penalty: 3345.266602
	Iteration 44Q: 3 clusters Score -3241727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29176 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3241734.000000 Penalty: 3345.266602
	Iteration 45Q: 3 clusters Score -3241734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29182 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3241735.750000 Penalty: 3345.266602
	Iteration 46Q: 3 clusters Score -3241736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3241739.000000 Penalty: 3345.266602
	Iteration 47Q: 3 clusters Score -3241739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -3241739.000000 Penalty: 3345.266602
	Iteration 48F: 3 clusters Score -3241739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (36268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36268 members 
Entering Unmasked Estep 
Score: -3996534.250000 Penalty: 1706.037354
	Iteration 0F: 2 clusters Score -3996534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -3972279.000000 Penalty: 3412.074707
	Iteration 0F: 3 clusters Score -3972279 nChanged 16813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -3981753.250000 Penalty: 3412.074707
	Iteration 1F: 3 clusters Score -3981753 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -3982403.750000 Penalty: 3412.074707
	Iteration 2Q: 3 clusters Score -3982404 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -3983400.250000 Penalty: 3412.074707
	Iteration 3F: 3 clusters Score -3983400 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -3984738.250000 Penalty: 3412.074707
	Iteration 4F: 3 clusters Score -3984738 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -3986502.250000 Penalty: 3412.074707
	Iteration 5F: 3 clusters Score -3986502 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -3988442.500000 Penalty: 3412.074707
	Iteration 6F: 3 clusters Score -3988442 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -3990340.750000 Penalty: 3412.074707
	Iteration 7F: 3 clusters Score -3990341 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
Score: -3991934.500000 Penalty: 3412.074707
	Iteration 8F: 3 clusters Score -3991934 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
Score: -3993099.500000 Penalty: 3412.074707
	Iteration 9Q: 3 clusters Score -3993100 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 34661 members 
Entering Unmasked Estep 
Score: -3993859.000000 Penalty: 3412.074707
	Iteration 10Q: 3 clusters Score -3993859 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 35248 members 
Entering Unmasked Estep 
Score: -3994329.500000 Penalty: 3412.074707
	Iteration 11Q: 3 clusters Score -3994330 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 35612 members 
Entering Unmasked Estep 
Score: -3994641.500000 Penalty: 3412.074707
	Iteration 12Q: 3 clusters Score -3994642 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 35798 members 
Entering Unmasked Estep 
Score: -3994804.250000 Penalty: 3412.074707
	Iteration 13Q: 3 clusters Score -3994804 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 35909 members 
Entering Unmasked Estep 
Score: -3994894.750000 Penalty: 3412.074707
	Iteration 14Q: 3 clusters Score -3994895 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 35964 members 
Entering Unmasked Estep 
Score: -3994952.250000 Penalty: 3412.074707
	Iteration 15Q: 3 clusters Score -3994952 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 36001 members 
Entering Unmasked Estep 
Score: -3995002.750000 Penalty: 3412.074707
	Iteration 16Q: 3 clusters Score -3995003 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -3995033.500000 Penalty: 3412.074707
	Iteration 17Q: 3 clusters Score -3995034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -3995042.750000 Penalty: 3412.074707
	Iteration 18Q: 3 clusters Score -3995043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 36034 members 
Entering Unmasked Estep 
Score: -3995048.250000 Penalty: 3412.074707
	Iteration 19Q: 3 clusters Score -3995048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 36036 members 
Entering Unmasked Estep 
Score: -3995052.000000 Penalty: 3412.074707
	Iteration 20F: 3 clusters Score -3995052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -3995050.750000 Penalty: 3412.074707
	Iteration 21Q: 3 clusters Score -3995051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -3995059.750000 Penalty: 3412.074707
	Iteration 22Q: 3 clusters Score -3995060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 36044 members 
Entering Unmasked Estep 
Score: -3995068.500000 Penalty: 3412.074707
	Iteration 23Q: 3 clusters Score -3995068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 36046 members 
Entering Unmasked Estep 
Score: -3995076.000000 Penalty: 3412.074707
	Iteration 24Q: 3 clusters Score -3995076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 36049 members 
Entering Unmasked Estep 
Score: -3995081.500000 Penalty: 3412.074707
	Iteration 25Q: 3 clusters Score -3995082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -3995084.500000 Penalty: 3412.074707
	Iteration 26Q: 3 clusters Score -3995084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 36052 members 
Entering Unmasked Estep 
Score: -3995084.000000 Penalty: 3412.074707
	Iteration 27Q: 3 clusters Score -3995084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 36052 members 
Entering Unmasked Estep 
Score: -3995084.000000 Penalty: 3412.074707
	Iteration 28F: 3 clusters Score -3995084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Entering Unmasked Estep 
Score: -1157142.625000 Penalty: 1496.761597
	Iteration 0F: 2 clusters Score -1157143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1150014.500000 Penalty: 2993.523193
	Iteration 0F: 3 clusters Score -1150014 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1152322.250000 Penalty: 2993.523193
	Iteration 1F: 3 clusters Score -1152322 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1152569.625000 Penalty: 2993.523193
	Iteration 2F: 3 clusters Score -1152570 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1152798.875000 Penalty: 2993.523193
	Iteration 3F: 3 clusters Score -1152799 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1153065.250000 Penalty: 2993.523193
	Iteration 4Q: 3 clusters Score -1153065 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1153400.000000 Penalty: 2993.523193
	Iteration 5Q: 3 clusters Score -1153400 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1153757.875000 Penalty: 2993.523193
	Iteration 6F: 3 clusters Score -1153758 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1154116.250000 Penalty: 2993.523193
	Iteration 7F: 3 clusters Score -1154116 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1154481.625000 Penalty: 2993.523193
	Iteration 8F: 3 clusters Score -1154482 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1154830.625000 Penalty: 2993.523193
	Iteration 9F: 3 clusters Score -1154831 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1155150.375000 Penalty: 2993.523193
	Iteration 10Q: 3 clusters Score -1155150 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1155385.875000 Penalty: 2993.523193
	Iteration 11Q: 3 clusters Score -1155386 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1155531.375000 Penalty: 2993.523193
	Iteration 12Q: 3 clusters Score -1155531 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1155612.500000 Penalty: 2993.523193
	Iteration 13Q: 3 clusters Score -1155612 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1155671.125000 Penalty: 2993.523193
	Iteration 14Q: 3 clusters Score -1155671 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1155706.375000 Penalty: 2993.523193
	Iteration 15Q: 3 clusters Score -1155706 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1155725.000000 Penalty: 2993.523193
	Iteration 16Q: 3 clusters Score -1155725 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1155743.875000 Penalty: 2993.523193
	Iteration 17Q: 3 clusters Score -1155744 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1155760.000000 Penalty: 2993.523193
	Iteration 18Q: 3 clusters Score -1155760 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1155790.375000 Penalty: 2993.523193
	Iteration 19Q: 3 clusters Score -1155790 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1155822.375000 Penalty: 2993.523193
	Iteration 20F: 3 clusters Score -1155822 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1155847.875000 Penalty: 2993.523193
	Iteration 21Q: 3 clusters Score -1155848 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1155866.875000 Penalty: 2993.523193
	Iteration 22Q: 3 clusters Score -1155867 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1155885.625000 Penalty: 2993.523193
	Iteration 23Q: 3 clusters Score -1155886 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1155895.125000 Penalty: 2993.523193
	Iteration 24Q: 3 clusters Score -1155895 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1155903.750000 Penalty: 2993.523193
	Iteration 25Q: 3 clusters Score -1155904 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1155913.625000 Penalty: 2993.523193
	Iteration 26Q: 3 clusters Score -1155914 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1155920.125000 Penalty: 2993.523193
	Iteration 27Q: 3 clusters Score -1155920 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1155934.500000 Penalty: 2993.523193
	Iteration 28Q: 3 clusters Score -1155934 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1155940.625000 Penalty: 2993.523193
	Iteration 29Q: 3 clusters Score -1155941 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1155948.125000 Penalty: 2993.523193
	Iteration 30Q: 3 clusters Score -1155948 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1155955.500000 Penalty: 2993.523193
	Iteration 31Q: 3 clusters Score -1155956 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1155964.625000 Penalty: 2993.523193
	Iteration 32Q: 3 clusters Score -1155965 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1155966.625000 Penalty: 2993.523193
	Iteration 33Q: 3 clusters Score -1155967 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1155968.625000 Penalty: 2993.523193
	Iteration 34Q: 3 clusters Score -1155969 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1155972.750000 Penalty: 2993.523193
	Iteration 35Q: 3 clusters Score -1155973 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1155975.250000 Penalty: 2993.523193
	Iteration 36Q: 3 clusters Score -1155975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1155976.250000 Penalty: 2993.523193
	Iteration 37Q: 3 clusters Score -1155976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1155979.250000 Penalty: 2993.523193
	Iteration 38Q: 3 clusters Score -1155979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1155982.000000 Penalty: 2993.523193
	Iteration 39Q: 3 clusters Score -1155982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1155979.375000 Penalty: 2993.523193
	Iteration 40F: 3 clusters Score -1155979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1155981.750000 Penalty: 2993.523193
	Iteration 41Q: 3 clusters Score -1155982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1155982.125000 Penalty: 2993.523193
	Iteration 42Q: 3 clusters Score -1155982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1155981.875000 Penalty: 2993.523193
	Iteration 43Q: 3 clusters Score -1155982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1155982.375000 Penalty: 2993.523193
	Iteration 44Q: 3 clusters Score -1155982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1155981.750000 Penalty: 2993.523193
	Iteration 45Q: 3 clusters Score -1155982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1155980.875000 Penalty: 2993.523193
	Iteration 46Q: 3 clusters Score -1155981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1155980.625000 Penalty: 2993.523193
	Iteration 47Q: 3 clusters Score -1155981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1155980.625000 Penalty: 2993.523193
	Iteration 48F: 3 clusters Score -1155981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Entering Unmasked Estep 
Score: -434653.031250 Penalty: 1361.861450
	Iteration 0F: 2 clusters Score -434653 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 2195 members 
Entering Unmasked Estep 
Score: -431103.062500 Penalty: 2723.722900
	Iteration 0F: 3 clusters Score -431103.1 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -432180.343750 Penalty: 2723.722900
	Iteration 1F: 3 clusters Score -432180.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -432436.562500 Penalty: 2723.722900
	Iteration 2F: 3 clusters Score -432436.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -432640.781250 Penalty: 2723.722900
	Iteration 3F: 3 clusters Score -432640.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -432791.781250 Penalty: 2723.722900
	Iteration 4Q: 3 clusters Score -432791.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -432936.531250 Penalty: 2723.722900
	Iteration 5Q: 3 clusters Score -432936.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -433093.812500 Penalty: 2723.722900
	Iteration 6Q: 3 clusters Score -433093.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -433238.468750 Penalty: 2723.722900
	Iteration 7Q: 3 clusters Score -433238.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -433353.406250 Penalty: 2723.722900
	Iteration 8Q: 3 clusters Score -433353.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -433441.937500 Penalty: 2723.722900
	Iteration 9Q: 3 clusters Score -433441.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -433507.875000 Penalty: 2723.722900
	Iteration 10Q: 3 clusters Score -433507.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -433552.875000 Penalty: 2723.722900
	Iteration 11Q: 3 clusters Score -433552.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -433585.531250 Penalty: 2723.722900
	Iteration 12Q: 3 clusters Score -433585.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -433602.812500 Penalty: 2723.722900
	Iteration 13Q: 3 clusters Score -433602.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -433621.562500 Penalty: 2723.722900
	Iteration 14Q: 3 clusters Score -433621.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -433631.250000 Penalty: 2723.722900
	Iteration 15Q: 3 clusters Score -433631.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -433637.531250 Penalty: 2723.722900
	Iteration 16Q: 3 clusters Score -433637.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -433648.968750 Penalty: 2723.722900
	Iteration 17Q: 3 clusters Score -433649 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -433656.718750 Penalty: 2723.722900
	Iteration 18Q: 3 clusters Score -433656.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -433661.218750 Penalty: 2723.722900
	Iteration 19Q: 3 clusters Score -433661.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -433664.343750 Penalty: 2723.722900
	Iteration 20F: 3 clusters Score -433664.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -433668.125000 Penalty: 2723.722900
	Iteration 21Q: 3 clusters Score -433668.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -433672.781250 Penalty: 2723.722900
	Iteration 22Q: 3 clusters Score -433672.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -433676.625000 Penalty: 2723.722900
	Iteration 23Q: 3 clusters Score -433676.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -433682.343750 Penalty: 2723.722900
	Iteration 24Q: 3 clusters Score -433682.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -433687.906250 Penalty: 2723.722900
	Iteration 25Q: 3 clusters Score -433687.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -433693.375000 Penalty: 2723.722900
	Iteration 26Q: 3 clusters Score -433693.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -433699.281250 Penalty: 2723.722900
	Iteration 27Q: 3 clusters Score -433699.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -433704.218750 Penalty: 2723.722900
	Iteration 28Q: 3 clusters Score -433704.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -433709.312500 Penalty: 2723.722900
	Iteration 29Q: 3 clusters Score -433709.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -433712.343750 Penalty: 2723.722900
	Iteration 30Q: 3 clusters Score -433712.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -433714.000000 Penalty: 2723.722900
	Iteration 31Q: 3 clusters Score -433714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -433716.093750 Penalty: 2723.722900
	Iteration 32Q: 3 clusters Score -433716.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -433718.906250 Penalty: 2723.722900
	Iteration 33Q: 3 clusters Score -433718.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -433719.281250 Penalty: 2723.722900
	Iteration 34Q: 3 clusters Score -433719.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -433722.312500 Penalty: 2723.722900
	Iteration 35Q: 3 clusters Score -433722.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -433724.437500 Penalty: 2723.722900
	Iteration 36Q: 3 clusters Score -433724.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -433726.812500 Penalty: 2723.722900
	Iteration 37Q: 3 clusters Score -433726.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -433727.625000 Penalty: 2723.722900
	Iteration 38Q: 3 clusters Score -433727.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -433728.656250 Penalty: 2723.722900
	Iteration 39Q: 3 clusters Score -433728.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -433731.343750 Penalty: 2723.722900
	Iteration 40F: 3 clusters Score -433731.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -433732.312500 Penalty: 2723.722900
	Iteration 41Q: 3 clusters Score -433732.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -433734.843750 Penalty: 2723.722900
	Iteration 42Q: 3 clusters Score -433734.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -433736.031250 Penalty: 2723.722900
	Iteration 43Q: 3 clusters Score -433736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -433738.156250 Penalty: 2723.722900
	Iteration 44Q: 3 clusters Score -433738.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -433741.281250 Penalty: 2723.722900
	Iteration 45Q: 3 clusters Score -433741.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -433742.250000 Penalty: 2723.722900
	Iteration 46Q: 3 clusters Score -433742.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -433742.125000 Penalty: 2723.722900
	Iteration 47Q: 3 clusters Score -433742.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -433742.687500 Penalty: 2723.722900
	Iteration 48Q: 3 clusters Score -433742.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -433742.687500 Penalty: 2723.722900
	Iteration 49F: 3 clusters Score -433742.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (114114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114114 members 
Entering Unmasked Estep 
Score: -13551777.000000 Penalty: 1892.304810
	Iteration 0F: 2 clusters Score -1.355178e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57169 members 
Mstep: Class 2 contains 56945 members 
Entering Unmasked Estep 
Score: -13480119.000000 Penalty: 3784.609619
	Iteration 0F: 3 clusters Score -1.348012e+07 nChanged 54722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59323 members 
Mstep: Class 2 contains 54791 members 
Entering Unmasked Estep 
Score: -13512122.000000 Penalty: 3784.609619
	Iteration 1F: 3 clusters Score -1.351212e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60270 members 
Mstep: Class 2 contains 53844 members 
Entering Unmasked Estep 
Score: -13512793.000000 Penalty: 3784.609619
	Iteration 2Q: 3 clusters Score -1.351279e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61745 members 
Mstep: Class 2 contains 52369 members 
Entering Unmasked Estep 
Score: -13513556.000000 Penalty: 3784.609619
	Iteration 3Q: 3 clusters Score -1.351356e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63906 members 
Mstep: Class 2 contains 50208 members 
Entering Unmasked Estep 
Score: -13514557.000000 Penalty: 3784.609619
	Iteration 4Q: 3 clusters Score -1.351456e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66907 members 
Mstep: Class 2 contains 47207 members 
Entering Unmasked Estep 
Score: -13516072.000000 Penalty: 3784.609619
	Iteration 5Q: 3 clusters Score -1.351607e+07 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71088 members 
Mstep: Class 2 contains 43026 members 
Entering Unmasked Estep 
Score: -13518501.000000 Penalty: 3784.609619
	Iteration 6Q: 3 clusters Score -1.35185e+07 nChanged 6419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76701 members 
Mstep: Class 2 contains 37413 members 
Entering Unmasked Estep 
Score: -13522718.000000 Penalty: 3784.609619
	Iteration 7F: 3 clusters Score -1.352272e+07 nChanged 7478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83573 members 
Mstep: Class 2 contains 30541 members 
Entering Unmasked Estep 
Score: -13528693.000000 Penalty: 3784.609619
	Iteration 8F: 3 clusters Score -1.352869e+07 nChanged 7696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90815 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -13535423.000000 Penalty: 3784.609619
	Iteration 9F: 3 clusters Score -1.353542e+07 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97177 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -13540589.000000 Penalty: 3784.609619
	Iteration 10F: 3 clusters Score -1.354059e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101915 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -13543860.000000 Penalty: 3784.609619
	Iteration 11Q: 3 clusters Score -1.354386e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104939 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -13545692.000000 Penalty: 3784.609619
	Iteration 12Q: 3 clusters Score -1.354569e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107005 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -13546748.000000 Penalty: 3784.609619
	Iteration 13Q: 3 clusters Score -1.354675e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108427 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -13547422.000000 Penalty: 3784.609619
	Iteration 14Q: 3 clusters Score -1.354742e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109503 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -13548004.000000 Penalty: 3784.609619
	Iteration 15Q: 3 clusters Score -1.3548e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110398 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -13548468.000000 Penalty: 3784.609619
	Iteration 16Q: 3 clusters Score -1.354847e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111127 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -13548895.000000 Penalty: 3784.609619
	Iteration 17Q: 3 clusters Score -1.35489e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111698 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -13549244.000000 Penalty: 3784.609619
	Iteration 18Q: 3 clusters Score -1.354924e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112172 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -13549447.000000 Penalty: 3784.609619
	Iteration 19Q: 3 clusters Score -1.354945e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112545 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -13549589.000000 Penalty: 3784.609619
	Iteration 20F: 3 clusters Score -1.354959e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112828 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -13549745.000000 Penalty: 3784.609619
	Iteration 21Q: 3 clusters Score -1.354974e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113023 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -13549871.000000 Penalty: 3784.609619
	Iteration 22Q: 3 clusters Score -1.354987e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113163 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -13549954.000000 Penalty: 3784.609619
	Iteration 23Q: 3 clusters Score -1.354995e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113273 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -13550011.000000 Penalty: 3784.609619
	Iteration 24Q: 3 clusters Score -1.355001e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113357 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -13550055.000000 Penalty: 3784.609619
	Iteration 25Q: 3 clusters Score -1.355006e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113434 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -13550076.000000 Penalty: 3784.609619
	Iteration 26Q: 3 clusters Score -1.355008e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113507 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -13550100.000000 Penalty: 3784.609619
	Iteration 27Q: 3 clusters Score -1.35501e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113560 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -13550117.000000 Penalty: 3784.609619
	Iteration 28Q: 3 clusters Score -1.355012e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113603 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -13550129.000000 Penalty: 3784.609619
	Iteration 29Q: 3 clusters Score -1.355013e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113633 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -13550119.000000 Penalty: 3784.609619
	Iteration 30Q: 3 clusters Score -1.355012e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113655 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -13550152.000000 Penalty: 3784.609619
	Iteration 31Q: 3 clusters Score -1.355015e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113677 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -13550161.000000 Penalty: 3784.609619
	Iteration 32Q: 3 clusters Score -1.355016e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113701 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -13550152.000000 Penalty: 3784.609619
	Iteration 33Q: 3 clusters Score -1.355015e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113725 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -13550163.000000 Penalty: 3784.609619
	Iteration 34Q: 3 clusters Score -1.355016e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113736 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -13550176.000000 Penalty: 3784.609619
	Iteration 35Q: 3 clusters Score -1.355018e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113743 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -13550170.000000 Penalty: 3784.609619
	Iteration 36Q: 3 clusters Score -1.355017e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113751 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -13550164.000000 Penalty: 3784.609619
	Iteration 37Q: 3 clusters Score -1.355016e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113756 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -13550179.000000 Penalty: 3784.609619
	Iteration 38Q: 3 clusters Score -1.355018e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113760 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -13550185.000000 Penalty: 3784.609619
	Iteration 39Q: 3 clusters Score -1.355018e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113763 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -13550184.000000 Penalty: 3784.609619
	Iteration 40F: 3 clusters Score -1.355018e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113768 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -13550180.000000 Penalty: 3784.609619
	Iteration 41Q: 3 clusters Score -1.355018e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113770 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -13550187.000000 Penalty: 3784.609619
	Iteration 42Q: 3 clusters Score -1.355019e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113771 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -13550174.000000 Penalty: 3784.609619
	Iteration 43Q: 3 clusters Score -1.355017e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113773 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -13550190.000000 Penalty: 3784.609619
	Iteration 44Q: 3 clusters Score -1.355019e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113774 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -13550189.000000 Penalty: 3784.609619
	Iteration 45Q: 3 clusters Score -1.355019e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113774 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -13550189.000000 Penalty: 3784.609619
	Iteration 46F: 3 clusters Score -1.355019e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Entering Unmasked Estep 
Score: -1196117.000000 Penalty: 1501.183472
	Iteration 0F: 2 clusters Score -1196117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1188806.125000 Penalty: 3002.366943
	Iteration 0F: 3 clusters Score -1188806 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1191334.625000 Penalty: 3002.366943
	Iteration 1F: 3 clusters Score -1191335 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1191609.125000 Penalty: 3002.366943
	Iteration 2F: 3 clusters Score -1191609 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1191879.000000 Penalty: 3002.366943
	Iteration 3Q: 3 clusters Score -1191879 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1192141.500000 Penalty: 3002.366943
	Iteration 4Q: 3 clusters Score -1192142 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1192489.125000 Penalty: 3002.366943
	Iteration 5Q: 3 clusters Score -1192489 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1192901.750000 Penalty: 3002.366943
	Iteration 6F: 3 clusters Score -1192902 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1193331.500000 Penalty: 3002.366943
	Iteration 7F: 3 clusters Score -1193332 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1193768.375000 Penalty: 3002.366943
	Iteration 8F: 3 clusters Score -1193768 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1194162.750000 Penalty: 3002.366943
	Iteration 9Q: 3 clusters Score -1194163 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1194408.500000 Penalty: 3002.366943
	Iteration 10Q: 3 clusters Score -1194408 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1194575.125000 Penalty: 3002.366943
	Iteration 11Q: 3 clusters Score -1194575 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1194674.750000 Penalty: 3002.366943
	Iteration 12Q: 3 clusters Score -1194675 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1194744.000000 Penalty: 3002.366943
	Iteration 13Q: 3 clusters Score -1194744 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1194795.875000 Penalty: 3002.366943
	Iteration 14Q: 3 clusters Score -1194796 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1194820.875000 Penalty: 3002.366943
	Iteration 15Q: 3 clusters Score -1194821 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1194838.125000 Penalty: 3002.366943
	Iteration 16Q: 3 clusters Score -1194838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1194851.750000 Penalty: 3002.366943
	Iteration 17Q: 3 clusters Score -1194852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1194872.750000 Penalty: 3002.366943
	Iteration 18Q: 3 clusters Score -1194873 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1194882.625000 Penalty: 3002.366943
	Iteration 19Q: 3 clusters Score -1194883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1194888.000000 Penalty: 3002.366943
	Iteration 20F: 3 clusters Score -1194888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1194891.625000 Penalty: 3002.366943
	Iteration 21Q: 3 clusters Score -1194892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1194901.500000 Penalty: 3002.366943
	Iteration 22Q: 3 clusters Score -1194902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1194903.375000 Penalty: 3002.366943
	Iteration 23Q: 3 clusters Score -1194903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1194904.125000 Penalty: 3002.366943
	Iteration 24Q: 3 clusters Score -1194904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1194908.750000 Penalty: 3002.366943
	Iteration 25Q: 3 clusters Score -1194909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1194910.375000 Penalty: 3002.366943
	Iteration 26Q: 3 clusters Score -1194910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1194912.875000 Penalty: 3002.366943
	Iteration 27Q: 3 clusters Score -1194913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1194914.375000 Penalty: 3002.366943
	Iteration 28Q: 3 clusters Score -1194914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1194914.375000 Penalty: 3002.366943
	Iteration 29F: 3 clusters Score -1194914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Entering Unmasked Estep 
Score: -998580.625000 Penalty: 1477.249756
	Iteration 0F: 2 clusters Score -998580.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -992114.562500 Penalty: 2954.499512
	Iteration 0F: 3 clusters Score -992114.6 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -994120.812500 Penalty: 2954.499512
	Iteration 1F: 3 clusters Score -994120.8 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -994333.937500 Penalty: 2954.499512
	Iteration 2F: 3 clusters Score -994333.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -994476.000000 Penalty: 2954.499512
	Iteration 3Q: 3 clusters Score -994476 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -994604.812500 Penalty: 2954.499512
	Iteration 4Q: 3 clusters Score -994604.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -994700.500000 Penalty: 2954.499512
	Iteration 5Q: 3 clusters Score -994700.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -994780.687500 Penalty: 2954.499512
	Iteration 6Q: 3 clusters Score -994780.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -994850.125000 Penalty: 2954.499512
	Iteration 7Q: 3 clusters Score -994850.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -994905.187500 Penalty: 2954.499512
	Iteration 8Q: 3 clusters Score -994905.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -994957.687500 Penalty: 2954.499512
	Iteration 9Q: 3 clusters Score -994957.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -995024.937500 Penalty: 2954.499512
	Iteration 10Q: 3 clusters Score -995024.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -995091.375000 Penalty: 2954.499512
	Iteration 11Q: 3 clusters Score -995091.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -995168.000000 Penalty: 2954.499512
	Iteration 12Q: 3 clusters Score -995168 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -995261.687500 Penalty: 2954.499512
	Iteration 13Q: 3 clusters Score -995261.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -995355.000000 Penalty: 2954.499512
	Iteration 14Q: 3 clusters Score -995355 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -995452.437500 Penalty: 2954.499512
	Iteration 15Q: 3 clusters Score -995452.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -995545.375000 Penalty: 2954.499512
	Iteration 16Q: 3 clusters Score -995545.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -995641.187500 Penalty: 2954.499512
	Iteration 17Q: 3 clusters Score -995641.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -995728.125000 Penalty: 2954.499512
	Iteration 18Q: 3 clusters Score -995728.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -995788.062500 Penalty: 2954.499512
	Iteration 19Q: 3 clusters Score -995788.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -995851.437500 Penalty: 2954.499512
	Iteration 20F: 3 clusters Score -995851.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -995906.937500 Penalty: 2954.499512
	Iteration 21Q: 3 clusters Score -995906.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -995946.812500 Penalty: 2954.499512
	Iteration 22Q: 3 clusters Score -995946.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -995978.187500 Penalty: 2954.499512
	Iteration 23Q: 3 clusters Score -995978.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -995995.000000 Penalty: 2954.499512
	Iteration 24Q: 3 clusters Score -995995 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -996008.000000 Penalty: 2954.499512
	Iteration 25Q: 3 clusters Score -996008 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -996018.312500 Penalty: 2954.499512
	Iteration 26Q: 3 clusters Score -996018.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -996034.062500 Penalty: 2954.499512
	Iteration 27Q: 3 clusters Score -996034.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -996052.562500 Penalty: 2954.499512
	Iteration 28Q: 3 clusters Score -996052.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -996073.250000 Penalty: 2954.499512
	Iteration 29Q: 3 clusters Score -996073.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -996094.687500 Penalty: 2954.499512
	Iteration 30Q: 3 clusters Score -996094.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -996115.062500 Penalty: 2954.499512
	Iteration 31Q: 3 clusters Score -996115.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -996139.250000 Penalty: 2954.499512
	Iteration 32Q: 3 clusters Score -996139.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -996159.750000 Penalty: 2954.499512
	Iteration 33Q: 3 clusters Score -996159.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -996177.687500 Penalty: 2954.499512
	Iteration 34Q: 3 clusters Score -996177.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -996195.125000 Penalty: 2954.499512
	Iteration 35Q: 3 clusters Score -996195.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -996210.437500 Penalty: 2954.499512
	Iteration 36Q: 3 clusters Score -996210.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -996227.750000 Penalty: 2954.499512
	Iteration 37Q: 3 clusters Score -996227.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -996245.250000 Penalty: 2954.499512
	Iteration 38Q: 3 clusters Score -996245.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -996261.500000 Penalty: 2954.499512
	Iteration 39Q: 3 clusters Score -996261.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -996273.375000 Penalty: 2954.499512
	Iteration 40F: 3 clusters Score -996273.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -996288.312500 Penalty: 2954.499512
	Iteration 41Q: 3 clusters Score -996288.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -996304.562500 Penalty: 2954.499512
	Iteration 42Q: 3 clusters Score -996304.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -996324.000000 Penalty: 2954.499512
	Iteration 43Q: 3 clusters Score -996324 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -996337.750000 Penalty: 2954.499512
	Iteration 44Q: 3 clusters Score -996337.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -996351.687500 Penalty: 2954.499512
	Iteration 45Q: 3 clusters Score -996351.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -996362.187500 Penalty: 2954.499512
	Iteration 46Q: 3 clusters Score -996362.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -996377.312500 Penalty: 2954.499512
	Iteration 47Q: 3 clusters Score -996377.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -996392.312500 Penalty: 2954.499512
	Iteration 48Q: 3 clusters Score -996392.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -996409.687500 Penalty: 2954.499512
	Iteration 49Q: 3 clusters Score -996409.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -996428.062500 Penalty: 2954.499512
	Iteration 50Q: 3 clusters Score -996428.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -996446.000000 Penalty: 2954.499512
	Iteration 51Q: 3 clusters Score -996446 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -996464.750000 Penalty: 2954.499512
	Iteration 52Q: 3 clusters Score -996464.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -996487.187500 Penalty: 2954.499512
	Iteration 53Q: 3 clusters Score -996487.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -996507.187500 Penalty: 2954.499512
	Iteration 54Q: 3 clusters Score -996507.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -996536.875000 Penalty: 2954.499512
	Iteration 55Q: 3 clusters Score -996536.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -996561.250000 Penalty: 2954.499512
	Iteration 56Q: 3 clusters Score -996561.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -996588.625000 Penalty: 2954.499512
	Iteration 57Q: 3 clusters Score -996588.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -996615.000000 Penalty: 2954.499512
	Iteration 58Q: 3 clusters Score -996615 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -996638.375000 Penalty: 2954.499512
	Iteration 59Q: 3 clusters Score -996638.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -996662.187500 Penalty: 2954.499512
	Iteration 60F: 3 clusters Score -996662.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -996684.625000 Penalty: 2954.499512
	Iteration 61Q: 3 clusters Score -996684.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -996710.750000 Penalty: 2954.499512
	Iteration 62Q: 3 clusters Score -996710.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -996736.687500 Penalty: 2954.499512
	Iteration 63Q: 3 clusters Score -996736.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -996773.312500 Penalty: 2954.499512
	Iteration 64Q: 3 clusters Score -996773.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -996805.750000 Penalty: 2954.499512
	Iteration 65Q: 3 clusters Score -996805.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -996837.875000 Penalty: 2954.499512
	Iteration 66Q: 3 clusters Score -996837.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -996871.937500 Penalty: 2954.499512
	Iteration 67Q: 3 clusters Score -996871.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -996898.687500 Penalty: 2954.499512
	Iteration 68Q: 3 clusters Score -996898.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -996935.562500 Penalty: 2954.499512
	Iteration 69Q: 3 clusters Score -996935.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -996975.187500 Penalty: 2954.499512
	Iteration 70Q: 3 clusters Score -996975.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -997009.375000 Penalty: 2954.499512
	Iteration 71Q: 3 clusters Score -997009.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -997041.562500 Penalty: 2954.499512
	Iteration 72Q: 3 clusters Score -997041.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -997071.125000 Penalty: 2954.499512
	Iteration 73Q: 3 clusters Score -997071.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -997096.812500 Penalty: 2954.499512
	Iteration 74Q: 3 clusters Score -997096.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -997118.875000 Penalty: 2954.499512
	Iteration 75Q: 3 clusters Score -997118.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -997137.000000 Penalty: 2954.499512
	Iteration 76Q: 3 clusters Score -997137 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -997156.750000 Penalty: 2954.499512
	Iteration 77Q: 3 clusters Score -997156.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -997175.750000 Penalty: 2954.499512
	Iteration 78Q: 3 clusters Score -997175.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -997192.375000 Penalty: 2954.499512
	Iteration 79Q: 3 clusters Score -997192.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -997206.187500 Penalty: 2954.499512
	Iteration 80F: 3 clusters Score -997206.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -997218.125000 Penalty: 2954.499512
	Iteration 81Q: 3 clusters Score -997218.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -997228.687500 Penalty: 2954.499512
	Iteration 82Q: 3 clusters Score -997228.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -997237.875000 Penalty: 2954.499512
	Iteration 83Q: 3 clusters Score -997237.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -997244.687500 Penalty: 2954.499512
	Iteration 84Q: 3 clusters Score -997244.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -997250.187500 Penalty: 2954.499512
	Iteration 85Q: 3 clusters Score -997250.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -997255.000000 Penalty: 2954.499512
	Iteration 86Q: 3 clusters Score -997255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -997257.500000 Penalty: 2954.499512
	Iteration 87Q: 3 clusters Score -997257.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -997258.562500 Penalty: 2954.499512
	Iteration 88Q: 3 clusters Score -997258.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -997264.687500 Penalty: 2954.499512
	Iteration 89Q: 3 clusters Score -997264.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -997271.687500 Penalty: 2954.499512
	Iteration 90Q: 3 clusters Score -997271.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -997274.187500 Penalty: 2954.499512
	Iteration 91Q: 3 clusters Score -997274.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -997279.687500 Penalty: 2954.499512
	Iteration 92Q: 3 clusters Score -997279.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -997283.500000 Penalty: 2954.499512
	Iteration 93Q: 3 clusters Score -997283.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -997284.812500 Penalty: 2954.499512
	Iteration 94Q: 3 clusters Score -997284.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -997285.937500 Penalty: 2954.499512
	Iteration 95Q: 3 clusters Score -997285.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -997285.937500 Penalty: 2954.499512
	Iteration 96F: 3 clusters Score -997285.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Entering Unmasked Estep 
Score: -2505285.500000 Penalty: 1631.206421
	Iteration 0F: 2 clusters Score -2505286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -2489794.000000 Penalty: 3262.412842
	Iteration 0F: 3 clusters Score -2489794 nChanged 10410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -2495486.000000 Penalty: 3262.412842
	Iteration 1F: 3 clusters Score -2495486 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -2495916.750000 Penalty: 3262.412842
	Iteration 2F: 3 clusters Score -2495917 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -2496359.250000 Penalty: 3262.412842
	Iteration 3Q: 3 clusters Score -2496359 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -2496890.500000 Penalty: 3262.412842
	Iteration 4Q: 3 clusters Score -2496890 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -2497552.250000 Penalty: 3262.412842
	Iteration 5F: 3 clusters Score -2497552 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -2498410.250000 Penalty: 3262.412842
	Iteration 6F: 3 clusters Score -2498410 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -2499359.500000 Penalty: 3262.412842
	Iteration 7F: 3 clusters Score -2499360 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -2500247.000000 Penalty: 3262.412842
	Iteration 8F: 3 clusters Score -2500247 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -2500966.000000 Penalty: 3262.412842
	Iteration 9Q: 3 clusters Score -2500966 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -2501494.250000 Penalty: 3262.412842
	Iteration 10Q: 3 clusters Score -2501494 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -2501930.500000 Penalty: 3262.412842
	Iteration 11Q: 3 clusters Score -2501930 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -2502275.250000 Penalty: 3262.412842
	Iteration 12Q: 3 clusters Score -2502275 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -2502528.250000 Penalty: 3262.412842
	Iteration 13Q: 3 clusters Score -2502528 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -2502729.750000 Penalty: 3262.412842
	Iteration 14Q: 3 clusters Score -2502730 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -2502886.750000 Penalty: 3262.412842
	Iteration 15Q: 3 clusters Score -2502887 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -2503031.500000 Penalty: 3262.412842
	Iteration 16Q: 3 clusters Score -2503032 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -2503156.500000 Penalty: 3262.412842
	Iteration 17Q: 3 clusters Score -2503156 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -2503247.250000 Penalty: 3262.412842
	Iteration 18Q: 3 clusters Score -2503247 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -2503317.750000 Penalty: 3262.412842
	Iteration 19Q: 3 clusters Score -2503318 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -2503380.500000 Penalty: 3262.412842
	Iteration 20F: 3 clusters Score -2503380 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -2503441.750000 Penalty: 3262.412842
	Iteration 21Q: 3 clusters Score -2503442 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -2503517.500000 Penalty: 3262.412842
	Iteration 22Q: 3 clusters Score -2503518 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -2503579.750000 Penalty: 3262.412842
	Iteration 23Q: 3 clusters Score -2503580 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -2503631.250000 Penalty: 3262.412842
	Iteration 24Q: 3 clusters Score -2503631 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -2503692.000000 Penalty: 3262.412842
	Iteration 25Q: 3 clusters Score -2503692 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -2503737.250000 Penalty: 3262.412842
	Iteration 26Q: 3 clusters Score -2503737 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -2503784.750000 Penalty: 3262.412842
	Iteration 27Q: 3 clusters Score -2503785 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -2503832.750000 Penalty: 3262.412842
	Iteration 28Q: 3 clusters Score -2503833 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -2503861.750000 Penalty: 3262.412842
	Iteration 29Q: 3 clusters Score -2503862 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -2503901.000000 Penalty: 3262.412842
	Iteration 30Q: 3 clusters Score -2503901 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -2503938.500000 Penalty: 3262.412842
	Iteration 31Q: 3 clusters Score -2503938 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -2503952.500000 Penalty: 3262.412842
	Iteration 32Q: 3 clusters Score -2503952 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -2503964.000000 Penalty: 3262.412842
	Iteration 33Q: 3 clusters Score -2503964 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -2503974.750000 Penalty: 3262.412842
	Iteration 34Q: 3 clusters Score -2503975 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -2503984.000000 Penalty: 3262.412842
	Iteration 35Q: 3 clusters Score -2503984 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -2503985.750000 Penalty: 3262.412842
	Iteration 36Q: 3 clusters Score -2503986 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -2504003.250000 Penalty: 3262.412842
	Iteration 37Q: 3 clusters Score -2504003 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -2504004.500000 Penalty: 3262.412842
	Iteration 38Q: 3 clusters Score -2504004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -2504001.250000 Penalty: 3262.412842
	Iteration 39Q: 3 clusters Score -2504001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -2504008.250000 Penalty: 3262.412842
	Iteration 40F: 3 clusters Score -2504008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -2504016.500000 Penalty: 3262.412842
	Iteration 41Q: 3 clusters Score -2504016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -2504019.750000 Penalty: 3262.412842
	Iteration 42Q: 3 clusters Score -2504020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -2504017.250000 Penalty: 3262.412842
	Iteration 43Q: 3 clusters Score -2504017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -2504021.500000 Penalty: 3262.412842
	Iteration 44Q: 3 clusters Score -2504022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -2504026.750000 Penalty: 3262.412842
	Iteration 45Q: 3 clusters Score -2504027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -2504026.000000 Penalty: 3262.412842
	Iteration 46Q: 3 clusters Score -2504026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -2504026.250000 Penalty: 3262.412842
	Iteration 47Q: 3 clusters Score -2504026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -2504032.750000 Penalty: 3262.412842
	Iteration 48Q: 3 clusters Score -2504033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -2504034.500000 Penalty: 3262.412842
	Iteration 49Q: 3 clusters Score -2504034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -2504035.500000 Penalty: 3262.412842
	Iteration 50Q: 3 clusters Score -2504036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -2504035.500000 Penalty: 3262.412842
	Iteration 51F: 3 clusters Score -2504036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Entering Unmasked Estep 
Score: -155321.218750 Penalty: 1183.894897
	Iteration 0F: 2 clusters Score -155321.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -153575.015625 Penalty: 2367.789795
	Iteration 0F: 3 clusters Score -153575 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -153905.109375 Penalty: 2367.789795
	Iteration 1F: 3 clusters Score -153905.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -154037.750000 Penalty: 2367.789795
	Iteration 2F: 3 clusters Score -154037.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -154152.593750 Penalty: 2367.789795
	Iteration 3F: 3 clusters Score -154152.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -154262.687500 Penalty: 2367.789795
	Iteration 4F: 3 clusters Score -154262.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -154395.171875 Penalty: 2367.789795
	Iteration 5F: 3 clusters Score -154395.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -154569.625000 Penalty: 2367.789795
	Iteration 6F: 3 clusters Score -154569.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -154682.937500 Penalty: 2367.789795
	Iteration 7F: 3 clusters Score -154682.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -154776.781250 Penalty: 2367.789795
	Iteration 8F: 3 clusters Score -154776.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -154836.328125 Penalty: 2367.789795
	Iteration 9Q: 3 clusters Score -154836.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -154862.890625 Penalty: 2367.789795
	Iteration 10Q: 3 clusters Score -154862.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -154885.296875 Penalty: 2367.789795
	Iteration 11Q: 3 clusters Score -154885.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -154900.265625 Penalty: 2367.789795
	Iteration 12Q: 3 clusters Score -154900.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -154904.109375 Penalty: 2367.789795
	Iteration 13Q: 3 clusters Score -154904.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -154909.718750 Penalty: 2367.789795
	Iteration 14Q: 3 clusters Score -154909.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -154912.859375 Penalty: 2367.789795
	Iteration 15Q: 3 clusters Score -154912.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -154913.859375 Penalty: 2367.789795
	Iteration 16Q: 3 clusters Score -154913.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -154913.859375 Penalty: 2367.789795
	Iteration 17F: 3 clusters Score -154913.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (31802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Entering Unmasked Estep 
Score: -3809761.500000 Penalty: 1684.683716
	Iteration 0F: 2 clusters Score -3809762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -3788339.250000 Penalty: 3369.367432
	Iteration 0F: 3 clusters Score -3788339 nChanged 14764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -3796402.500000 Penalty: 3369.367432
	Iteration 1F: 3 clusters Score -3796402 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -3796847.000000 Penalty: 3369.367432
	Iteration 2Q: 3 clusters Score -3796847 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -3797407.250000 Penalty: 3369.367432
	Iteration 3Q: 3 clusters Score -3797407 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -3798142.000000 Penalty: 3369.367432
	Iteration 4Q: 3 clusters Score -3798142 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -3799292.500000 Penalty: 3369.367432
	Iteration 5F: 3 clusters Score -3799292 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -3801073.500000 Penalty: 3369.367432
	Iteration 6F: 3 clusters Score -3801074 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -3803316.000000 Penalty: 3369.367432
	Iteration 7F: 3 clusters Score -3803316 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -3805440.000000 Penalty: 3369.367432
	Iteration 8F: 3 clusters Score -3805440 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30379 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -3806970.250000 Penalty: 3369.367432
	Iteration 9Q: 3 clusters Score -3806970 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31118 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3807669.000000 Penalty: 3369.367432
	Iteration 10Q: 3 clusters Score -3807669 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3807972.750000 Penalty: 3369.367432
	Iteration 11Q: 3 clusters Score -3807973 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3808135.500000 Penalty: 3369.367432
	Iteration 12Q: 3 clusters Score -3808136 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -3808194.250000 Penalty: 3369.367432
	Iteration 13Q: 3 clusters Score -3808194 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -3808237.500000 Penalty: 3369.367432
	Iteration 14Q: 3 clusters Score -3808238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31614 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -3808255.750000 Penalty: 3369.367432
	Iteration 15Q: 3 clusters Score -3808256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31618 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -3808266.250000 Penalty: 3369.367432
	Iteration 16Q: 3 clusters Score -3808266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31623 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -3808280.750000 Penalty: 3369.367432
	Iteration 17Q: 3 clusters Score -3808281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31626 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -3808280.250000 Penalty: 3369.367432
	Iteration 18Q: 3 clusters Score -3808280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31628 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -3808282.750000 Penalty: 3369.367432
	Iteration 19Q: 3 clusters Score -3808283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31628 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -3808285.000000 Penalty: 3369.367432
	Iteration 20F: 3 clusters Score -3808285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31628 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -3808292.500000 Penalty: 3369.367432
	Iteration 21Q: 3 clusters Score -3808292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31627 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -3808293.500000 Penalty: 3369.367432
	Iteration 22Q: 3 clusters Score -3808294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31628 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -3808296.500000 Penalty: 3369.367432
	Iteration 23Q: 3 clusters Score -3808296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31629 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -3808297.000000 Penalty: 3369.367432
	Iteration 24Q: 3 clusters Score -3808297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31630 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -3808296.500000 Penalty: 3369.367432
	Iteration 25Q: 3 clusters Score -3808296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31631 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -3808299.750000 Penalty: 3369.367432
	Iteration 26Q: 3 clusters Score -3808300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31631 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -3808299.750000 Penalty: 3369.367432
	Iteration 27F: 3 clusters Score -3808300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (22161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Entering Unmasked Estep 
Score: -2600687.500000 Penalty: 1625.989502
	Iteration 0F: 2 clusters Score -2600688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -2585606.750000 Penalty: 3251.979004
	Iteration 0F: 3 clusters Score -2585607 nChanged 10040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -2591029.500000 Penalty: 3251.979004
	Iteration 1F: 3 clusters Score -2591030 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -2591338.500000 Penalty: 3251.979004
	Iteration 2Q: 3 clusters Score -2591338 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -2591567.000000 Penalty: 3251.979004
	Iteration 3Q: 3 clusters Score -2591567 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -2591762.750000 Penalty: 3251.979004
	Iteration 4Q: 3 clusters Score -2591763 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -2591901.750000 Penalty: 3251.979004
	Iteration 5Q: 3 clusters Score -2591902 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -2592018.750000 Penalty: 3251.979004
	Iteration 6Q: 3 clusters Score -2592019 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -2592122.750000 Penalty: 3251.979004
	Iteration 7Q: 3 clusters Score -2592123 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -2592223.500000 Penalty: 3251.979004
	Iteration 8Q: 3 clusters Score -2592224 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -2592351.750000 Penalty: 3251.979004
	Iteration 9Q: 3 clusters Score -2592352 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -2592506.000000 Penalty: 3251.979004
	Iteration 10Q: 3 clusters Score -2592506 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -2592705.500000 Penalty: 3251.979004
	Iteration 11Q: 3 clusters Score -2592706 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -2592955.000000 Penalty: 3251.979004
	Iteration 12Q: 3 clusters Score -2592955 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -2593318.000000 Penalty: 3251.979004
	Iteration 13Q: 3 clusters Score -2593318 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -2593747.000000 Penalty: 3251.979004
	Iteration 14Q: 3 clusters Score -2593747 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -2594351.250000 Penalty: 3251.979004
	Iteration 15Q: 3 clusters Score -2594351 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -2595055.750000 Penalty: 3251.979004
	Iteration 16Q: 3 clusters Score -2595056 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -2595797.000000 Penalty: 3251.979004
	Iteration 17Q: 3 clusters Score -2595797 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -2596599.250000 Penalty: 3251.979004
	Iteration 18Q: 3 clusters Score -2596599 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2597308.500000 Penalty: 3251.979004
	Iteration 19Q: 3 clusters Score -2597308 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2597898.500000 Penalty: 3251.979004
	Iteration 20F: 3 clusters Score -2597898 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2598351.000000 Penalty: 3251.979004
	Iteration 21Q: 3 clusters Score -2598351 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2598684.250000 Penalty: 3251.979004
	Iteration 22Q: 3 clusters Score -2598684 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2598924.750000 Penalty: 3251.979004
	Iteration 23Q: 3 clusters Score -2598925 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2599058.000000 Penalty: 3251.979004
	Iteration 24Q: 3 clusters Score -2599058 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2599134.250000 Penalty: 3251.979004
	Iteration 25Q: 3 clusters Score -2599134 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2599173.250000 Penalty: 3251.979004
	Iteration 26Q: 3 clusters Score -2599173 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2599188.750000 Penalty: 3251.979004
	Iteration 27Q: 3 clusters Score -2599189 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2599211.250000 Penalty: 3251.979004
	Iteration 28Q: 3 clusters Score -2599211 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2599230.250000 Penalty: 3251.979004
	Iteration 29Q: 3 clusters Score -2599230 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2599254.000000 Penalty: 3251.979004
	Iteration 30Q: 3 clusters Score -2599254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2599260.250000 Penalty: 3251.979004
	Iteration 31Q: 3 clusters Score -2599260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2599263.250000 Penalty: 3251.979004
	Iteration 32Q: 3 clusters Score -2599263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2599267.500000 Penalty: 3251.979004
	Iteration 33Q: 3 clusters Score -2599268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2599268.500000 Penalty: 3251.979004
	Iteration 34Q: 3 clusters Score -2599268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2599270.250000 Penalty: 3251.979004
	Iteration 35Q: 3 clusters Score -2599270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2599272.000000 Penalty: 3251.979004
	Iteration 36Q: 3 clusters Score -2599272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2599273.250000 Penalty: 3251.979004
	Iteration 37Q: 3 clusters Score -2599273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2599275.250000 Penalty: 3251.979004
	Iteration 38Q: 3 clusters Score -2599275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2599276.500000 Penalty: 3251.979004
	Iteration 39Q: 3 clusters Score -2599276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2599276.750000 Penalty: 3251.979004
	Iteration 40F: 3 clusters Score -2599277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2599277.500000 Penalty: 3251.979004
	Iteration 41Q: 3 clusters Score -2599278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2599280.750000 Penalty: 3251.979004
	Iteration 42Q: 3 clusters Score -2599281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2599282.000000 Penalty: 3251.979004
	Iteration 43Q: 3 clusters Score -2599282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2599282.000000 Penalty: 3251.979004
	Iteration 44F: 3 clusters Score -2599282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Entering Unmasked Estep 
Score: -1601998.375000 Penalty: 1550.717407
	Iteration 0F: 2 clusters Score -1601998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1592337.000000 Penalty: 3101.434814
	Iteration 0F: 3 clusters Score -1592337 nChanged 6168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1595701.125000 Penalty: 3101.434814
	Iteration 1F: 3 clusters Score -1595701 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1595933.125000 Penalty: 3101.434814
	Iteration 2F: 3 clusters Score -1595933 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1596133.625000 Penalty: 3101.434814
	Iteration 3Q: 3 clusters Score -1596134 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1596279.875000 Penalty: 3101.434814
	Iteration 4Q: 3 clusters Score -1596280 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1596413.125000 Penalty: 3101.434814
	Iteration 5Q: 3 clusters Score -1596413 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1596537.375000 Penalty: 3101.434814
	Iteration 6Q: 3 clusters Score -1596537 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1596676.500000 Penalty: 3101.434814
	Iteration 7Q: 3 clusters Score -1596676 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1596813.875000 Penalty: 3101.434814
	Iteration 8Q: 3 clusters Score -1596814 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1596998.375000 Penalty: 3101.434814
	Iteration 9Q: 3 clusters Score -1596998 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1597238.250000 Penalty: 3101.434814
	Iteration 10Q: 3 clusters Score -1597238 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1597501.375000 Penalty: 3101.434814
	Iteration 11Q: 3 clusters Score -1597501 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1597812.375000 Penalty: 3101.434814
	Iteration 12Q: 3 clusters Score -1597812 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1598161.125000 Penalty: 3101.434814
	Iteration 13Q: 3 clusters Score -1598161 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1598523.125000 Penalty: 3101.434814
	Iteration 14Q: 3 clusters Score -1598523 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1598888.000000 Penalty: 3101.434814
	Iteration 15Q: 3 clusters Score -1598888 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1599182.375000 Penalty: 3101.434814
	Iteration 16Q: 3 clusters Score -1599182 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1599409.500000 Penalty: 3101.434814
	Iteration 17Q: 3 clusters Score -1599410 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1599593.500000 Penalty: 3101.434814
	Iteration 18Q: 3 clusters Score -1599594 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1599712.750000 Penalty: 3101.434814
	Iteration 19Q: 3 clusters Score -1599713 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1599800.000000 Penalty: 3101.434814
	Iteration 20F: 3 clusters Score -1599800 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1599869.875000 Penalty: 3101.434814
	Iteration 21Q: 3 clusters Score -1599870 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1599935.250000 Penalty: 3101.434814
	Iteration 22Q: 3 clusters Score -1599935 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1599977.375000 Penalty: 3101.434814
	Iteration 23Q: 3 clusters Score -1599977 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1600021.750000 Penalty: 3101.434814
	Iteration 24Q: 3 clusters Score -1600022 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1600057.625000 Penalty: 3101.434814
	Iteration 25Q: 3 clusters Score -1600058 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1600088.625000 Penalty: 3101.434814
	Iteration 26Q: 3 clusters Score -1600089 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1600114.125000 Penalty: 3101.434814
	Iteration 27Q: 3 clusters Score -1600114 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1600143.375000 Penalty: 3101.434814
	Iteration 28Q: 3 clusters Score -1600143 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1600170.000000 Penalty: 3101.434814
	Iteration 29Q: 3 clusters Score -1600170 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1600199.375000 Penalty: 3101.434814
	Iteration 30Q: 3 clusters Score -1600199 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1600219.375000 Penalty: 3101.434814
	Iteration 31Q: 3 clusters Score -1600219 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1600245.500000 Penalty: 3101.434814
	Iteration 32Q: 3 clusters Score -1600246 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1600273.250000 Penalty: 3101.434814
	Iteration 33Q: 3 clusters Score -1600273 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1600301.125000 Penalty: 3101.434814
	Iteration 34Q: 3 clusters Score -1600301 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1600319.750000 Penalty: 3101.434814
	Iteration 35Q: 3 clusters Score -1600320 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1600338.625000 Penalty: 3101.434814
	Iteration 36Q: 3 clusters Score -1600339 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1600352.000000 Penalty: 3101.434814
	Iteration 37Q: 3 clusters Score -1600352 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1600366.250000 Penalty: 3101.434814
	Iteration 38Q: 3 clusters Score -1600366 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1600377.875000 Penalty: 3101.434814
	Iteration 39Q: 3 clusters Score -1600378 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1600383.625000 Penalty: 3101.434814
	Iteration 40F: 3 clusters Score -1600384 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1600390.625000 Penalty: 3101.434814
	Iteration 41Q: 3 clusters Score -1600391 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1600399.125000 Penalty: 3101.434814
	Iteration 42Q: 3 clusters Score -1600399 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1600408.000000 Penalty: 3101.434814
	Iteration 43Q: 3 clusters Score -1600408 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1600416.750000 Penalty: 3101.434814
	Iteration 44Q: 3 clusters Score -1600417 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1600427.250000 Penalty: 3101.434814
	Iteration 45Q: 3 clusters Score -1600427 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1600438.875000 Penalty: 3101.434814
	Iteration 46Q: 3 clusters Score -1600439 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1600444.500000 Penalty: 3101.434814
	Iteration 47Q: 3 clusters Score -1600444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1600448.250000 Penalty: 3101.434814
	Iteration 48Q: 3 clusters Score -1600448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1600443.125000 Penalty: 3101.434814
	Iteration 49Q: 3 clusters Score -1600443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1600448.500000 Penalty: 3101.434814
	Iteration 50Q: 3 clusters Score -1600448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1600448.500000 Penalty: 3101.434814
	Iteration 51Q: 3 clusters Score -1600448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1600455.750000 Penalty: 3101.434814
	Iteration 52Q: 3 clusters Score -1600456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1600460.750000 Penalty: 3101.434814
	Iteration 53Q: 3 clusters Score -1600461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1600465.875000 Penalty: 3101.434814
	Iteration 54Q: 3 clusters Score -1600466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1600464.625000 Penalty: 3101.434814
	Iteration 55Q: 3 clusters Score -1600465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1600466.875000 Penalty: 3101.434814
	Iteration 56Q: 3 clusters Score -1600467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1600464.625000 Penalty: 3101.434814
	Iteration 57Q: 3 clusters Score -1600465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1600465.625000 Penalty: 3101.434814
	Iteration 58Q: 3 clusters Score -1600466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1600465.375000 Penalty: 3101.434814
	Iteration 59Q: 3 clusters Score -1600465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1600466.875000 Penalty: 3101.434814
	Iteration 60F: 3 clusters Score -1600467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1600469.250000 Penalty: 3101.434814
	Iteration 61Q: 3 clusters Score -1600469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1600470.750000 Penalty: 3101.434814
	Iteration 62Q: 3 clusters Score -1600471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1600469.250000 Penalty: 3101.434814
	Iteration 63Q: 3 clusters Score -1600469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1600471.125000 Penalty: 3101.434814
	Iteration 64Q: 3 clusters Score -1600471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1600474.375000 Penalty: 3101.434814
	Iteration 65Q: 3 clusters Score -1600474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1600473.375000 Penalty: 3101.434814
	Iteration 66Q: 3 clusters Score -1600473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1600475.000000 Penalty: 3101.434814
	Iteration 67Q: 3 clusters Score -1600475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1600473.750000 Penalty: 3101.434814
	Iteration 68Q: 3 clusters Score -1600474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1600476.000000 Penalty: 3101.434814
	Iteration 69Q: 3 clusters Score -1600476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1600475.875000 Penalty: 3101.434814
	Iteration 70Q: 3 clusters Score -1600476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1600475.875000 Penalty: 3101.434814
	Iteration 71F: 3 clusters Score -1600476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Entering Unmasked Estep 
Score: -62372.976562 Penalty: 1042.984253
	Iteration 0F: 2 clusters Score -62372.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -61237.394531 Penalty: 2085.968506
	Iteration 0F: 3 clusters Score -61237.39 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -61495.707031 Penalty: 2085.968506
	Iteration 1F: 3 clusters Score -61495.71 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -61695.640625 Penalty: 2085.968506
	Iteration 2F: 3 clusters Score -61695.64 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -61847.140625 Penalty: 2085.968506
	Iteration 3F: 3 clusters Score -61847.14 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -61972.027344 Penalty: 2085.968506
	Iteration 4F: 3 clusters Score -61972.03 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -62068.621094 Penalty: 2085.968506
	Iteration 5F: 3 clusters Score -62068.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -62153.726562 Penalty: 2085.968506
	Iteration 6Q: 3 clusters Score -62153.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -62199.433594 Penalty: 2085.968506
	Iteration 7Q: 3 clusters Score -62199.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -62226.886719 Penalty: 2085.968506
	Iteration 8Q: 3 clusters Score -62226.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -62242.582031 Penalty: 2085.968506
	Iteration 9Q: 3 clusters Score -62242.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -62244.714844 Penalty: 2085.968506
	Iteration 10Q: 3 clusters Score -62244.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -62247.843750 Penalty: 2085.968506
	Iteration 11Q: 3 clusters Score -62247.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -62250.277344 Penalty: 2085.968506
	Iteration 12Q: 3 clusters Score -62250.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -62255.148438 Penalty: 2085.968506
	Iteration 13Q: 3 clusters Score -62255.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -62259.542969 Penalty: 2085.968506
	Iteration 14Q: 3 clusters Score -62259.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -62259.542969 Penalty: 2085.968506
	Iteration 15F: 3 clusters Score -62259.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Entering Unmasked Estep 
Score: -64621.757812 Penalty: 1044.567139
	Iteration 0F: 2 clusters Score -64621.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -63456.128906 Penalty: 2089.134277
	Iteration 0F: 3 clusters Score -63456.13 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -63620.820312 Penalty: 2089.134277
	Iteration 1F: 3 clusters Score -63620.82 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -63685.687500 Penalty: 2089.134277
	Iteration 2F: 3 clusters Score -63685.69 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -63726.027344 Penalty: 2089.134277
	Iteration 3Q: 3 clusters Score -63726.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -63750.605469 Penalty: 2089.134277
	Iteration 4Q: 3 clusters Score -63750.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -63773.761719 Penalty: 2089.134277
	Iteration 5Q: 3 clusters Score -63773.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -63798.859375 Penalty: 2089.134277
	Iteration 6Q: 3 clusters Score -63798.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -63809.121094 Penalty: 2089.134277
	Iteration 7Q: 3 clusters Score -63809.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -63816.890625 Penalty: 2089.134277
	Iteration 8Q: 3 clusters Score -63816.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -63827.960938 Penalty: 2089.134277
	Iteration 9Q: 3 clusters Score -63827.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -63838.652344 Penalty: 2089.134277
	Iteration 10Q: 3 clusters Score -63838.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -63863.613281 Penalty: 2089.134277
	Iteration 11Q: 3 clusters Score -63863.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -63879.035156 Penalty: 2089.134277
	Iteration 12Q: 3 clusters Score -63879.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -63896.250000 Penalty: 2089.134277
	Iteration 13Q: 3 clusters Score -63896.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -63908.191406 Penalty: 2089.134277
	Iteration 14Q: 3 clusters Score -63908.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -63919.253906 Penalty: 2089.134277
	Iteration 15Q: 3 clusters Score -63919.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -63923.207031 Penalty: 2089.134277
	Iteration 16Q: 3 clusters Score -63923.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -63925.808594 Penalty: 2089.134277
	Iteration 17Q: 3 clusters Score -63925.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -63925.808594 Penalty: 2089.134277
	Iteration 18F: 3 clusters Score -63925.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -44816.675781 Penalty: 1004.252686
	Iteration 0F: 2 clusters Score -44816.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -43840.968750 Penalty: 2008.505371
	Iteration 0F: 3 clusters Score -43840.97 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -44165.738281 Penalty: 2008.505371
	Iteration 1F: 3 clusters Score -44165.74 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -44451.660156 Penalty: 2008.505371
	Iteration 2F: 3 clusters Score -44451.66 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -44630.687500 Penalty: 2008.505371
	Iteration 3F: 3 clusters Score -44630.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -44680.152344 Penalty: 2008.505371
	Iteration 4Q: 3 clusters Score -44680.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -44695.570312 Penalty: 2008.505371
	Iteration 5Q: 3 clusters Score -44695.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -44695.570312 Penalty: 2008.505371
	Iteration 6F: 3 clusters Score -44695.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (12789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Entering Unmasked Estep 
Score: -1450490.125000 Penalty: 1536.655396
	Iteration 0F: 2 clusters Score -1450490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1441488.375000 Penalty: 3073.310791
	Iteration 0F: 3 clusters Score -1441488 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1444426.875000 Penalty: 3073.310791
	Iteration 1F: 3 clusters Score -1444427 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1444655.375000 Penalty: 3073.310791
	Iteration 2F: 3 clusters Score -1444655 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1444839.250000 Penalty: 3073.310791
	Iteration 3Q: 3 clusters Score -1444839 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1445003.000000 Penalty: 3073.310791
	Iteration 4Q: 3 clusters Score -1445003 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1445160.750000 Penalty: 3073.310791
	Iteration 5Q: 3 clusters Score -1445161 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1445323.375000 Penalty: 3073.310791
	Iteration 6Q: 3 clusters Score -1445323 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1445496.000000 Penalty: 3073.310791
	Iteration 7Q: 3 clusters Score -1445496 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1445701.875000 Penalty: 3073.310791
	Iteration 8Q: 3 clusters Score -1445702 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1445943.500000 Penalty: 3073.310791
	Iteration 9Q: 3 clusters Score -1445944 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1446240.875000 Penalty: 3073.310791
	Iteration 10Q: 3 clusters Score -1446241 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1446630.125000 Penalty: 3073.310791
	Iteration 11Q: 3 clusters Score -1446630 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1447103.125000 Penalty: 3073.310791
	Iteration 12F: 3 clusters Score -1447103 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1447611.750000 Penalty: 3073.310791
	Iteration 13F: 3 clusters Score -1447612 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1448088.625000 Penalty: 3073.310791
	Iteration 14Q: 3 clusters Score -1448089 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1448469.500000 Penalty: 3073.310791
	Iteration 15Q: 3 clusters Score -1448470 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1448762.125000 Penalty: 3073.310791
	Iteration 16Q: 3 clusters Score -1448762 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1448927.375000 Penalty: 3073.310791
	Iteration 17Q: 3 clusters Score -1448927 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1449034.125000 Penalty: 3073.310791
	Iteration 18Q: 3 clusters Score -1449034 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1449083.250000 Penalty: 3073.310791
	Iteration 19Q: 3 clusters Score -1449083 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1449123.000000 Penalty: 3073.310791
	Iteration 20F: 3 clusters Score -1449123 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -1449139.125000 Penalty: 3073.310791
	Iteration 21Q: 3 clusters Score -1449139 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -1449158.250000 Penalty: 3073.310791
	Iteration 22Q: 3 clusters Score -1449158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1449162.000000 Penalty: 3073.310791
	Iteration 23Q: 3 clusters Score -1449162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -1449163.625000 Penalty: 3073.310791
	Iteration 24Q: 3 clusters Score -1449164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -1449165.250000 Penalty: 3073.310791
	Iteration 25Q: 3 clusters Score -1449165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1449167.375000 Penalty: 3073.310791
	Iteration 26Q: 3 clusters Score -1449167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -1449167.125000 Penalty: 3073.310791
	Iteration 27Q: 3 clusters Score -1449167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1449168.125000 Penalty: 3073.310791
	Iteration 28Q: 3 clusters Score -1449168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1449170.000000 Penalty: 3073.310791
	Iteration 29Q: 3 clusters Score -1449170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1449170.000000 Penalty: 3073.310791
	Iteration 30F: 3 clusters Score -1449170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (29274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Entering Unmasked Estep 
Score: -3422025.750000 Penalty: 1671.223999
	Iteration 0F: 2 clusters Score -3422026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -3402381.000000 Penalty: 3342.447998
	Iteration 0F: 3 clusters Score -3402381 nChanged 13360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -3409684.000000 Penalty: 3342.447998
	Iteration 1F: 3 clusters Score -3409684 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -3410059.500000 Penalty: 3342.447998
	Iteration 2Q: 3 clusters Score -3410060 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -3410412.000000 Penalty: 3342.447998
	Iteration 3Q: 3 clusters Score -3410412 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -3410819.000000 Penalty: 3342.447998
	Iteration 4Q: 3 clusters Score -3410819 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -3411391.000000 Penalty: 3342.447998
	Iteration 5Q: 3 clusters Score -3411391 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -3412129.500000 Penalty: 3342.447998
	Iteration 6Q: 3 clusters Score -3412130 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -3413149.250000 Penalty: 3342.447998
	Iteration 7F: 3 clusters Score -3413149 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -3414432.000000 Penalty: 3342.447998
	Iteration 8F: 3 clusters Score -3414432 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -3415844.500000 Penalty: 3342.447998
	Iteration 9F: 3 clusters Score -3415844 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -3417115.750000 Penalty: 3342.447998
	Iteration 10F: 3 clusters Score -3417116 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -3418112.500000 Penalty: 3342.447998
	Iteration 11Q: 3 clusters Score -3418112 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26894 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -3418825.750000 Penalty: 3342.447998
	Iteration 12Q: 3 clusters Score -3418826 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -3419344.250000 Penalty: 3342.447998
	Iteration 13Q: 3 clusters Score -3419344 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -3419729.500000 Penalty: 3342.447998
	Iteration 14Q: 3 clusters Score -3419730 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3420005.750000 Penalty: 3342.447998
	Iteration 15Q: 3 clusters Score -3420006 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3420187.250000 Penalty: 3342.447998
	Iteration 16Q: 3 clusters Score -3420187 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3420304.500000 Penalty: 3342.447998
	Iteration 17Q: 3 clusters Score -3420304 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28628 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3420375.500000 Penalty: 3342.447998
	Iteration 18Q: 3 clusters Score -3420376 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3420441.000000 Penalty: 3342.447998
	Iteration 19Q: 3 clusters Score -3420441 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3420468.000000 Penalty: 3342.447998
	Iteration 20F: 3 clusters Score -3420468 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3420498.000000 Penalty: 3342.447998
	Iteration 21Q: 3 clusters Score -3420498 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3420530.000000 Penalty: 3342.447998
	Iteration 22Q: 3 clusters Score -3420530 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28825 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3420557.500000 Penalty: 3342.447998
	Iteration 23Q: 3 clusters Score -3420558 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3420579.000000 Penalty: 3342.447998
	Iteration 24Q: 3 clusters Score -3420579 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3420584.750000 Penalty: 3342.447998
	Iteration 25Q: 3 clusters Score -3420585 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28876 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3420593.750000 Penalty: 3342.447998
	Iteration 26Q: 3 clusters Score -3420594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3420599.000000 Penalty: 3342.447998
	Iteration 27Q: 3 clusters Score -3420599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3420608.500000 Penalty: 3342.447998
	Iteration 28Q: 3 clusters Score -3420608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3420625.750000 Penalty: 3342.447998
	Iteration 29Q: 3 clusters Score -3420626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3420629.000000 Penalty: 3342.447998
	Iteration 30Q: 3 clusters Score -3420629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3420629.500000 Penalty: 3342.447998
	Iteration 31Q: 3 clusters Score -3420630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3420633.500000 Penalty: 3342.447998
	Iteration 32Q: 3 clusters Score -3420634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3420636.000000 Penalty: 3342.447998
	Iteration 33Q: 3 clusters Score -3420636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3420638.500000 Penalty: 3342.447998
	Iteration 34Q: 3 clusters Score -3420638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3420640.500000 Penalty: 3342.447998
	Iteration 35Q: 3 clusters Score -3420640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3420638.750000 Penalty: 3342.447998
	Iteration 36Q: 3 clusters Score -3420639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3420641.500000 Penalty: 3342.447998
	Iteration 37Q: 3 clusters Score -3420642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3420641.500000 Penalty: 3342.447998
	Iteration 38F: 3 clusters Score -3420642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Entering Unmasked Estep 
Score: -416592.062500 Penalty: 1341.318604
	Iteration 0F: 2 clusters Score -416592.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -413354.468750 Penalty: 2682.637207
	Iteration 0F: 3 clusters Score -413354.5 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -414232.000000 Penalty: 2682.637207
	Iteration 1F: 3 clusters Score -414232 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -414416.625000 Penalty: 2682.637207
	Iteration 2F: 3 clusters Score -414416.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -414560.843750 Penalty: 2682.637207
	Iteration 3F: 3 clusters Score -414560.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -414667.875000 Penalty: 2682.637207
	Iteration 4Q: 3 clusters Score -414667.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -414761.125000 Penalty: 2682.637207
	Iteration 5Q: 3 clusters Score -414761.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -414837.343750 Penalty: 2682.637207
	Iteration 6Q: 3 clusters Score -414837.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -414909.062500 Penalty: 2682.637207
	Iteration 7Q: 3 clusters Score -414909.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -414991.718750 Penalty: 2682.637207
	Iteration 8Q: 3 clusters Score -414991.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -415081.218750 Penalty: 2682.637207
	Iteration 9Q: 3 clusters Score -415081.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -415156.906250 Penalty: 2682.637207
	Iteration 10Q: 3 clusters Score -415156.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -415217.093750 Penalty: 2682.637207
	Iteration 11Q: 3 clusters Score -415217.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -415268.406250 Penalty: 2682.637207
	Iteration 12Q: 3 clusters Score -415268.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -415314.843750 Penalty: 2682.637207
	Iteration 13Q: 3 clusters Score -415314.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -415359.781250 Penalty: 2682.637207
	Iteration 14Q: 3 clusters Score -415359.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -415387.125000 Penalty: 2682.637207
	Iteration 15Q: 3 clusters Score -415387.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -415416.812500 Penalty: 2682.637207
	Iteration 16Q: 3 clusters Score -415416.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -415437.093750 Penalty: 2682.637207
	Iteration 17Q: 3 clusters Score -415437.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -415454.937500 Penalty: 2682.637207
	Iteration 18Q: 3 clusters Score -415454.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -415472.312500 Penalty: 2682.637207
	Iteration 19Q: 3 clusters Score -415472.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -415485.156250 Penalty: 2682.637207
	Iteration 20F: 3 clusters Score -415485.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -415495.062500 Penalty: 2682.637207
	Iteration 21Q: 3 clusters Score -415495.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -415501.031250 Penalty: 2682.637207
	Iteration 22Q: 3 clusters Score -415501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -415507.531250 Penalty: 2682.637207
	Iteration 23Q: 3 clusters Score -415507.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -415514.531250 Penalty: 2682.637207
	Iteration 24Q: 3 clusters Score -415514.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -415521.750000 Penalty: 2682.637207
	Iteration 25Q: 3 clusters Score -415521.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -415527.281250 Penalty: 2682.637207
	Iteration 26Q: 3 clusters Score -415527.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -415530.500000 Penalty: 2682.637207
	Iteration 27Q: 3 clusters Score -415530.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -415531.375000 Penalty: 2682.637207
	Iteration 28Q: 3 clusters Score -415531.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -415531.843750 Penalty: 2682.637207
	Iteration 29Q: 3 clusters Score -415531.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -415532.906250 Penalty: 2682.637207
	Iteration 30Q: 3 clusters Score -415532.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -415533.000000 Penalty: 2682.637207
	Iteration 31Q: 3 clusters Score -415533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -415534.031250 Penalty: 2682.637207
	Iteration 32Q: 3 clusters Score -415534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -415534.031250 Penalty: 2682.637207
	Iteration 33F: 3 clusters Score -415534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Entering Unmasked Estep 
Score: -1317628.625000 Penalty: 1514.718628
	Iteration 0F: 2 clusters Score -1317629 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 5629 members 
Entering Unmasked Estep 
Score: -1309707.375000 Penalty: 3029.437256
	Iteration 0F: 3 clusters Score -1309707 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1312360.000000 Penalty: 3029.437256
	Iteration 1F: 3 clusters Score -1312360 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1312616.875000 Penalty: 3029.437256
	Iteration 2F: 3 clusters Score -1312617 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1312860.875000 Penalty: 3029.437256
	Iteration 3Q: 3 clusters Score -1312861 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1313170.000000 Penalty: 3029.437256
	Iteration 4Q: 3 clusters Score -1313170 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1313543.375000 Penalty: 3029.437256
	Iteration 5Q: 3 clusters Score -1313543 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1313933.375000 Penalty: 3029.437256
	Iteration 6Q: 3 clusters Score -1313933 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1314285.250000 Penalty: 3029.437256
	Iteration 7Q: 3 clusters Score -1314285 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1314595.250000 Penalty: 3029.437256
	Iteration 8Q: 3 clusters Score -1314595 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1314831.125000 Penalty: 3029.437256
	Iteration 9Q: 3 clusters Score -1314831 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1315032.500000 Penalty: 3029.437256
	Iteration 10Q: 3 clusters Score -1315032 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1315200.125000 Penalty: 3029.437256
	Iteration 11Q: 3 clusters Score -1315200 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1315375.625000 Penalty: 3029.437256
	Iteration 12Q: 3 clusters Score -1315376 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1315523.750000 Penalty: 3029.437256
	Iteration 13Q: 3 clusters Score -1315524 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1315682.125000 Penalty: 3029.437256
	Iteration 14Q: 3 clusters Score -1315682 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1315794.625000 Penalty: 3029.437256
	Iteration 15Q: 3 clusters Score -1315795 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1315890.625000 Penalty: 3029.437256
	Iteration 16Q: 3 clusters Score -1315891 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1315969.875000 Penalty: 3029.437256
	Iteration 17Q: 3 clusters Score -1315970 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1316031.625000 Penalty: 3029.437256
	Iteration 18Q: 3 clusters Score -1316032 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1316077.625000 Penalty: 3029.437256
	Iteration 19Q: 3 clusters Score -1316078 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1316104.750000 Penalty: 3029.437256
	Iteration 20F: 3 clusters Score -1316105 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1316130.375000 Penalty: 3029.437256
	Iteration 21Q: 3 clusters Score -1316130 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1316148.375000 Penalty: 3029.437256
	Iteration 22Q: 3 clusters Score -1316148 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1316155.750000 Penalty: 3029.437256
	Iteration 23Q: 3 clusters Score -1316156 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1316164.875000 Penalty: 3029.437256
	Iteration 24Q: 3 clusters Score -1316165 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1316169.750000 Penalty: 3029.437256
	Iteration 25Q: 3 clusters Score -1316170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1316169.125000 Penalty: 3029.437256
	Iteration 26Q: 3 clusters Score -1316169 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1316178.375000 Penalty: 3029.437256
	Iteration 27Q: 3 clusters Score -1316178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1316182.500000 Penalty: 3029.437256
	Iteration 28Q: 3 clusters Score -1316182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1316187.875000 Penalty: 3029.437256
	Iteration 29Q: 3 clusters Score -1316188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1316189.500000 Penalty: 3029.437256
	Iteration 30Q: 3 clusters Score -1316190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1316196.250000 Penalty: 3029.437256
	Iteration 31Q: 3 clusters Score -1316196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1316204.250000 Penalty: 3029.437256
	Iteration 32Q: 3 clusters Score -1316204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1316213.250000 Penalty: 3029.437256
	Iteration 33Q: 3 clusters Score -1316213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1316216.000000 Penalty: 3029.437256
	Iteration 34Q: 3 clusters Score -1316216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1316219.750000 Penalty: 3029.437256
	Iteration 35Q: 3 clusters Score -1316220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1316227.875000 Penalty: 3029.437256
	Iteration 36Q: 3 clusters Score -1316228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1316234.000000 Penalty: 3029.437256
	Iteration 37Q: 3 clusters Score -1316234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1316237.250000 Penalty: 3029.437256
	Iteration 38Q: 3 clusters Score -1316237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1316243.000000 Penalty: 3029.437256
	Iteration 39Q: 3 clusters Score -1316243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1316244.125000 Penalty: 3029.437256
	Iteration 40F: 3 clusters Score -1316244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1316246.500000 Penalty: 3029.437256
	Iteration 41Q: 3 clusters Score -1316246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1316247.125000 Penalty: 3029.437256
	Iteration 42Q: 3 clusters Score -1316247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1316249.750000 Penalty: 3029.437256
	Iteration 43Q: 3 clusters Score -1316250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1316249.500000 Penalty: 3029.437256
	Iteration 44Q: 3 clusters Score -1316250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1316247.500000 Penalty: 3029.437256
	Iteration 45Q: 3 clusters Score -1316248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1316247.375000 Penalty: 3029.437256
	Iteration 46Q: 3 clusters Score -1316247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1316249.125000 Penalty: 3029.437256
	Iteration 47Q: 3 clusters Score -1316249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1316251.375000 Penalty: 3029.437256
	Iteration 48Q: 3 clusters Score -1316251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1316253.500000 Penalty: 3029.437256
	Iteration 49Q: 3 clusters Score -1316254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1316255.250000 Penalty: 3029.437256
	Iteration 50Q: 3 clusters Score -1316255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1316259.125000 Penalty: 3029.437256
	Iteration 51Q: 3 clusters Score -1316259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1316264.250000 Penalty: 3029.437256
	Iteration 52Q: 3 clusters Score -1316264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1316266.375000 Penalty: 3029.437256
	Iteration 53Q: 3 clusters Score -1316266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1316269.250000 Penalty: 3029.437256
	Iteration 54Q: 3 clusters Score -1316269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1316275.000000 Penalty: 3029.437256
	Iteration 55Q: 3 clusters Score -1316275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1316277.375000 Penalty: 3029.437256
	Iteration 56Q: 3 clusters Score -1316277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1316278.375000 Penalty: 3029.437256
	Iteration 57Q: 3 clusters Score -1316278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1316280.750000 Penalty: 3029.437256
	Iteration 58Q: 3 clusters Score -1316281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1316283.625000 Penalty: 3029.437256
	Iteration 59Q: 3 clusters Score -1316284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1316282.125000 Penalty: 3029.437256
	Iteration 60F: 3 clusters Score -1316282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1316283.750000 Penalty: 3029.437256
	Iteration 61Q: 3 clusters Score -1316284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1316284.875000 Penalty: 3029.437256
	Iteration 62Q: 3 clusters Score -1316285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1316288.500000 Penalty: 3029.437256
	Iteration 63Q: 3 clusters Score -1316288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1316286.750000 Penalty: 3029.437256
	Iteration 64Q: 3 clusters Score -1316287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1316287.125000 Penalty: 3029.437256
	Iteration 65Q: 3 clusters Score -1316287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1316287.750000 Penalty: 3029.437256
	Iteration 66Q: 3 clusters Score -1316288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1316287.500000 Penalty: 3029.437256
	Iteration 67Q: 3 clusters Score -1316288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1316291.000000 Penalty: 3029.437256
	Iteration 68Q: 3 clusters Score -1316291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1316290.750000 Penalty: 3029.437256
	Iteration 69Q: 3 clusters Score -1316291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1316294.500000 Penalty: 3029.437256
	Iteration 70Q: 3 clusters Score -1316294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -1316294.250000 Penalty: 3029.437256
	Iteration 71Q: 3 clusters Score -1316294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1316296.375000 Penalty: 3029.437256
	Iteration 72Q: 3 clusters Score -1316296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1316301.375000 Penalty: 3029.437256
	Iteration 73Q: 3 clusters Score -1316301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1316305.250000 Penalty: 3029.437256
	Iteration 74Q: 3 clusters Score -1316305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1316309.250000 Penalty: 3029.437256
	Iteration 75Q: 3 clusters Score -1316309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1316311.625000 Penalty: 3029.437256
	Iteration 76Q: 3 clusters Score -1316312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1316315.250000 Penalty: 3029.437256
	Iteration 77Q: 3 clusters Score -1316315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1316319.875000 Penalty: 3029.437256
	Iteration 78Q: 3 clusters Score -1316320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1316322.375000 Penalty: 3029.437256
	Iteration 79Q: 3 clusters Score -1316322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1316324.375000 Penalty: 3029.437256
	Iteration 80F: 3 clusters Score -1316324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1316326.375000 Penalty: 3029.437256
	Iteration 81Q: 3 clusters Score -1316326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1316328.750000 Penalty: 3029.437256
	Iteration 82Q: 3 clusters Score -1316329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1316329.500000 Penalty: 3029.437256
	Iteration 83Q: 3 clusters Score -1316330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1316329.500000 Penalty: 3029.437256
	Iteration 84F: 3 clusters Score -1316330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Entering Unmasked Estep 
Score: -807970.437500 Penalty: 1450.321533
	Iteration 0F: 2 clusters Score -807970.4 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 3764 members 
Entering Unmasked Estep 
Score: -802373.000000 Penalty: 2900.643066
	Iteration 0F: 3 clusters Score -802373 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -804058.125000 Penalty: 2900.643066
	Iteration 1F: 3 clusters Score -804058.1 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -804290.562500 Penalty: 2900.643066
	Iteration 2F: 3 clusters Score -804290.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -804489.062500 Penalty: 2900.643066
	Iteration 3F: 3 clusters Score -804489.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -804716.250000 Penalty: 2900.643066
	Iteration 4Q: 3 clusters Score -804716.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -804952.812500 Penalty: 2900.643066
	Iteration 5F: 3 clusters Score -804952.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -805180.125000 Penalty: 2900.643066
	Iteration 6Q: 3 clusters Score -805180.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -805356.812500 Penalty: 2900.643066
	Iteration 7Q: 3 clusters Score -805356.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -805508.375000 Penalty: 2900.643066
	Iteration 8Q: 3 clusters Score -805508.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -805663.375000 Penalty: 2900.643066
	Iteration 9Q: 3 clusters Score -805663.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -805815.562500 Penalty: 2900.643066
	Iteration 10Q: 3 clusters Score -805815.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -805961.687500 Penalty: 2900.643066
	Iteration 11Q: 3 clusters Score -805961.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -806108.312500 Penalty: 2900.643066
	Iteration 12Q: 3 clusters Score -806108.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -806236.562500 Penalty: 2900.643066
	Iteration 13Q: 3 clusters Score -806236.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -806336.562500 Penalty: 2900.643066
	Iteration 14Q: 3 clusters Score -806336.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -806423.125000 Penalty: 2900.643066
	Iteration 15Q: 3 clusters Score -806423.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -806479.812500 Penalty: 2900.643066
	Iteration 16Q: 3 clusters Score -806479.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -806529.000000 Penalty: 2900.643066
	Iteration 17Q: 3 clusters Score -806529 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -806564.750000 Penalty: 2900.643066
	Iteration 18Q: 3 clusters Score -806564.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -806599.812500 Penalty: 2900.643066
	Iteration 19Q: 3 clusters Score -806599.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -806631.187500 Penalty: 2900.643066
	Iteration 20F: 3 clusters Score -806631.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -806654.625000 Penalty: 2900.643066
	Iteration 21Q: 3 clusters Score -806654.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -806666.625000 Penalty: 2900.643066
	Iteration 22Q: 3 clusters Score -806666.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -806681.000000 Penalty: 2900.643066
	Iteration 23Q: 3 clusters Score -806681 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -806689.000000 Penalty: 2900.643066
	Iteration 24Q: 3 clusters Score -806689 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -806701.000000 Penalty: 2900.643066
	Iteration 25Q: 3 clusters Score -806701 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -806710.062500 Penalty: 2900.643066
	Iteration 26Q: 3 clusters Score -806710.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -806721.812500 Penalty: 2900.643066
	Iteration 27Q: 3 clusters Score -806721.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -806733.750000 Penalty: 2900.643066
	Iteration 28Q: 3 clusters Score -806733.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -806753.750000 Penalty: 2900.643066
	Iteration 29Q: 3 clusters Score -806753.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -806774.812500 Penalty: 2900.643066
	Iteration 30Q: 3 clusters Score -806774.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -806792.000000 Penalty: 2900.643066
	Iteration 31Q: 3 clusters Score -806792 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -806806.687500 Penalty: 2900.643066
	Iteration 32Q: 3 clusters Score -806806.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -806810.625000 Penalty: 2900.643066
	Iteration 33Q: 3 clusters Score -806810.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -806814.562500 Penalty: 2900.643066
	Iteration 34Q: 3 clusters Score -806814.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -806816.812500 Penalty: 2900.643066
	Iteration 35Q: 3 clusters Score -806816.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -806817.937500 Penalty: 2900.643066
	Iteration 36Q: 3 clusters Score -806817.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -806820.312500 Penalty: 2900.643066
	Iteration 37Q: 3 clusters Score -806820.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -806819.500000 Penalty: 2900.643066
	Iteration 38Q: 3 clusters Score -806819.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -806823.062500 Penalty: 2900.643066
	Iteration 39Q: 3 clusters Score -806823.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -806823.375000 Penalty: 2900.643066
	Iteration 40F: 3 clusters Score -806823.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -806823.500000 Penalty: 2900.643066
	Iteration 41Q: 3 clusters Score -806823.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -806823.375000 Penalty: 2900.643066
	Iteration 42Q: 3 clusters Score -806823.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -806822.812500 Penalty: 2900.643066
	Iteration 43Q: 3 clusters Score -806822.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -806822.500000 Penalty: 2900.643066
	Iteration 44Q: 3 clusters Score -806822.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -806822.500000 Penalty: 2900.643066
	Iteration 45F: 3 clusters Score -806822.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -35084.687500 Penalty: 961.382812
	Iteration 0F: 2 clusters Score -35084.69 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 185 members 
Entering Unmasked Estep 
Score: -34225.394531 Penalty: 1922.765625
	Iteration 0F: 3 clusters Score -34225.39 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -34456.710938 Penalty: 1922.765625
	Iteration 1F: 3 clusters Score -34456.71 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -34556.261719 Penalty: 1922.765625
	Iteration 2F: 3 clusters Score -34556.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -34610.523438 Penalty: 1922.765625
	Iteration 3Q: 3 clusters Score -34610.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -34628.949219 Penalty: 1922.765625
	Iteration 4Q: 3 clusters Score -34628.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -34647.539062 Penalty: 1922.765625
	Iteration 5Q: 3 clusters Score -34647.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -34647.539062 Penalty: 1922.765625
	Iteration 6F: 3 clusters Score -34647.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (82494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82494 members 
Entering Unmasked Estep 
Score: -9832740.000000 Penalty: 1839.578247
	Iteration 0F: 2 clusters Score -9832740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40920 members 
Mstep: Class 2 contains 41574 members 
Entering Unmasked Estep 
Score: -9777759.000000 Penalty: 3679.156494
	Iteration 0F: 3 clusters Score -9777759 nChanged 39356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36928 members 
Mstep: Class 2 contains 45566 members 
Entering Unmasked Estep 
Score: -9800938.000000 Penalty: 3679.156494
	Iteration 1F: 3 clusters Score -9800938 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34575 members 
Mstep: Class 2 contains 47919 members 
Entering Unmasked Estep 
Score: -9802461.000000 Penalty: 3679.156494
	Iteration 2Q: 3 clusters Score -9802461 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30863 members 
Mstep: Class 2 contains 51631 members 
Entering Unmasked Estep 
Score: -9805167.000000 Penalty: 3679.156494
	Iteration 3F: 3 clusters Score -9805167 nChanged 6192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 57027 members 
Entering Unmasked Estep 
Score: -9809359.000000 Penalty: 3679.156494
	Iteration 4F: 3 clusters Score -9809359 nChanged 7361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 64012 members 
Entering Unmasked Estep 
Score: -9815831.000000 Penalty: 3679.156494
	Iteration 5F: 3 clusters Score -9815831 nChanged 7052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 70974 members 
Entering Unmasked Estep 
Score: -9822781.000000 Penalty: 3679.156494
	Iteration 6F: 3 clusters Score -9822781 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 75753 members 
Entering Unmasked Estep 
Score: -9828210.000000 Penalty: 3679.156494
	Iteration 7F: 3 clusters Score -9828210 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 77741 members 
Entering Unmasked Estep 
Score: -9830753.000000 Penalty: 3679.156494
	Iteration 8Q: 3 clusters Score -9830753 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 78429 members 
Entering Unmasked Estep 
Score: -9831400.000000 Penalty: 3679.156494
	Iteration 9Q: 3 clusters Score -9831400 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 78858 members 
Entering Unmasked Estep 
Score: -9831622.000000 Penalty: 3679.156494
	Iteration 10Q: 3 clusters Score -9831622 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 79160 members 
Entering Unmasked Estep 
Score: -9831725.000000 Penalty: 3679.156494
	Iteration 11Q: 3 clusters Score -9831725 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 79385 members 
Entering Unmasked Estep 
Score: -9831795.000000 Penalty: 3679.156494
	Iteration 12Q: 3 clusters Score -9831795 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 79585 members 
Entering Unmasked Estep 
Score: -9831849.000000 Penalty: 3679.156494
	Iteration 13Q: 3 clusters Score -9831849 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 79746 members 
Entering Unmasked Estep 
Score: -9831853.000000 Penalty: 3679.156494
	Iteration 14Q: 3 clusters Score -9831853 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 79855 members 
Entering Unmasked Estep 
Score: -9831878.000000 Penalty: 3679.156494
	Iteration 15Q: 3 clusters Score -9831878 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 79942 members 
Entering Unmasked Estep 
Score: -9831870.000000 Penalty: 3679.156494
	Iteration 16Q: 3 clusters Score -9831870 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 80018 members 
Entering Unmasked Estep 
Score: -9831896.000000 Penalty: 3679.156494
	Iteration 17Q: 3 clusters Score -9831896 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 80074 members 
Entering Unmasked Estep 
Score: -9831873.000000 Penalty: 3679.156494
	Iteration 18Q: 3 clusters Score -9831873 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 80131 members 
Entering Unmasked Estep 
Score: -9831862.000000 Penalty: 3679.156494
	Iteration 19Q: 3 clusters Score -9831862 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 80188 members 
Entering Unmasked Estep 
Score: -9831855.000000 Penalty: 3679.156494
	Iteration 20F: 3 clusters Score -9831855 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 80247 members 
Entering Unmasked Estep 
Score: -9831879.000000 Penalty: 3679.156494
	Iteration 21Q: 3 clusters Score -9831879 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 80287 members 
Entering Unmasked Estep 
Score: -9831901.000000 Penalty: 3679.156494
	Iteration 22Q: 3 clusters Score -9831901 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 80315 members 
Entering Unmasked Estep 
Score: -9831894.000000 Penalty: 3679.156494
	Iteration 23Q: 3 clusters Score -9831894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 80336 members 
Entering Unmasked Estep 
Score: -9831895.000000 Penalty: 3679.156494
	Iteration 24Q: 3 clusters Score -9831895 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 80351 members 
Entering Unmasked Estep 
Score: -9831899.000000 Penalty: 3679.156494
	Iteration 25Q: 3 clusters Score -9831899 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 80368 members 
Entering Unmasked Estep 
Score: -9831900.000000 Penalty: 3679.156494
	Iteration 26Q: 3 clusters Score -9831900 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 80389 members 
Entering Unmasked Estep 
Score: -9831905.000000 Penalty: 3679.156494
	Iteration 27Q: 3 clusters Score -9831905 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 80406 members 
Entering Unmasked Estep 
Score: -9831903.000000 Penalty: 3679.156494
	Iteration 28Q: 3 clusters Score -9831903 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 80428 members 
Entering Unmasked Estep 
Score: -9831913.000000 Penalty: 3679.156494
	Iteration 29Q: 3 clusters Score -9831913 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 80458 members 
Entering Unmasked Estep 
Score: -9831908.000000 Penalty: 3679.156494
	Iteration 30Q: 3 clusters Score -9831908 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 80487 members 
Entering Unmasked Estep 
Score: -9831924.000000 Penalty: 3679.156494
	Iteration 31Q: 3 clusters Score -9831924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 80507 members 
Entering Unmasked Estep 
Score: -9831937.000000 Penalty: 3679.156494
	Iteration 32Q: 3 clusters Score -9831937 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 80528 members 
Entering Unmasked Estep 
Score: -9831955.000000 Penalty: 3679.156494
	Iteration 33Q: 3 clusters Score -9831955 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 80552 members 
Entering Unmasked Estep 
Score: -9831957.000000 Penalty: 3679.156494
	Iteration 34Q: 3 clusters Score -9831957 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 80573 members 
Entering Unmasked Estep 
Score: -9831966.000000 Penalty: 3679.156494
	Iteration 35Q: 3 clusters Score -9831966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 80585 members 
Entering Unmasked Estep 
Score: -9831950.000000 Penalty: 3679.156494
	Iteration 36Q: 3 clusters Score -9831950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 80598 members 
Entering Unmasked Estep 
Score: -9831967.000000 Penalty: 3679.156494
	Iteration 37Q: 3 clusters Score -9831967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 80612 members 
Entering Unmasked Estep 
Score: -9831965.000000 Penalty: 3679.156494
	Iteration 38Q: 3 clusters Score -9831965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 80621 members 
Entering Unmasked Estep 
Score: -9831960.000000 Penalty: 3679.156494
	Iteration 39Q: 3 clusters Score -9831960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 80623 members 
Entering Unmasked Estep 
Score: -9831967.000000 Penalty: 3679.156494
	Iteration 40F: 3 clusters Score -9831967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 80625 members 
Entering Unmasked Estep 
Score: -9831956.000000 Penalty: 3679.156494
	Iteration 41Q: 3 clusters Score -9831956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 80631 members 
Entering Unmasked Estep 
Score: -9831953.000000 Penalty: 3679.156494
	Iteration 42Q: 3 clusters Score -9831953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 80635 members 
Entering Unmasked Estep 
Score: -9831951.000000 Penalty: 3679.156494
	Iteration 43Q: 3 clusters Score -9831951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 80636 members 
Entering Unmasked Estep 
Score: -9831948.000000 Penalty: 3679.156494
	Iteration 44Q: 3 clusters Score -9831948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 80636 members 
Entering Unmasked Estep 
Score: -9831954.000000 Penalty: 3679.156494
	Iteration 45Q: 3 clusters Score -9831954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 80637 members 
Entering Unmasked Estep 
Score: -9831948.000000 Penalty: 3679.156494
	Iteration 46Q: 3 clusters Score -9831948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 80638 members 
Entering Unmasked Estep 
Score: -9831949.000000 Penalty: 3679.156494
	Iteration 47Q: 3 clusters Score -9831949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 80638 members 
Entering Unmasked Estep 
Score: -9831949.000000 Penalty: 3679.156494
	Iteration 48F: 3 clusters Score -9831949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (82188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82188 members 
Entering Unmasked Estep 
Score: -9782936.000000 Penalty: 1838.974243
	Iteration 0F: 2 clusters Score -9782936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40918 members 
Mstep: Class 2 contains 41270 members 
Entering Unmasked Estep 
Score: -9727960.000000 Penalty: 3677.948486
	Iteration 0F: 3 clusters Score -9727960 nChanged 39289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37561 members 
Mstep: Class 2 contains 44627 members 
Entering Unmasked Estep 
Score: -9750886.000000 Penalty: 3677.948486
	Iteration 1F: 3 clusters Score -9750886 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35579 members 
Mstep: Class 2 contains 46609 members 
Entering Unmasked Estep 
Score: -9751738.000000 Penalty: 3677.948486
	Iteration 2Q: 3 clusters Score -9751738 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32733 members 
Mstep: Class 2 contains 49455 members 
Entering Unmasked Estep 
Score: -9753027.000000 Penalty: 3677.948486
	Iteration 3Q: 3 clusters Score -9753027 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 53528 members 
Entering Unmasked Estep 
Score: -9755231.000000 Penalty: 3677.948486
	Iteration 4F: 3 clusters Score -9755231 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 58892 members 
Entering Unmasked Estep 
Score: -9758780.000000 Penalty: 3677.948486
	Iteration 5F: 3 clusters Score -9758780 nChanged 6633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 65475 members 
Entering Unmasked Estep 
Score: -9764267.000000 Penalty: 3677.948486
	Iteration 6F: 3 clusters Score -9764267 nChanged 6900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 72349 members 
Entering Unmasked Estep 
Score: -9771388.000000 Penalty: 3677.948486
	Iteration 7F: 3 clusters Score -9771388 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 77857 members 
Entering Unmasked Estep 
Score: -9777155.000000 Penalty: 3677.948486
	Iteration 8F: 3 clusters Score -9777155 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 80675 members 
Entering Unmasked Estep 
Score: -9779941.000000 Penalty: 3677.948486
	Iteration 9Q: 3 clusters Score -9779941 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 81654 members 
Entering Unmasked Estep 
Score: -9780861.000000 Penalty: 3677.948486
	Iteration 10Q: 3 clusters Score -9780861 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 81908 members 
Entering Unmasked Estep 
Score: -9781111.000000 Penalty: 3677.948486
	Iteration 11Q: 3 clusters Score -9781111 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 81967 members 
Entering Unmasked Estep 
Score: -9781204.000000 Penalty: 3677.948486
	Iteration 12Q: 3 clusters Score -9781204 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 81991 members 
Entering Unmasked Estep 
Score: -9781226.000000 Penalty: 3677.948486
	Iteration 13Q: 3 clusters Score -9781226 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 82005 members 
Entering Unmasked Estep 
Score: -9781243.000000 Penalty: 3677.948486
	Iteration 14Q: 3 clusters Score -9781243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 82009 members 
Entering Unmasked Estep 
Score: -9781248.000000 Penalty: 3677.948486
	Iteration 15Q: 3 clusters Score -9781248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 82012 members 
Entering Unmasked Estep 
Score: -9781255.000000 Penalty: 3677.948486
	Iteration 16Q: 3 clusters Score -9781255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 82015 members 
Entering Unmasked Estep 
Score: -9781255.000000 Penalty: 3677.948486
	Iteration 17Q: 3 clusters Score -9781255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 82015 members 
Entering Unmasked Estep 
Score: -9781257.000000 Penalty: 3677.948486
	Iteration 18Q: 3 clusters Score -9781257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 82017 members 
Entering Unmasked Estep 
Score: -9781261.000000 Penalty: 3677.948486
	Iteration 19Q: 3 clusters Score -9781261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 82017 members 
Entering Unmasked Estep 
Score: -9781258.000000 Penalty: 3677.948486
	Iteration 20F: 3 clusters Score -9781258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 82016 members 
Entering Unmasked Estep 
Score: -9781264.000000 Penalty: 3677.948486
	Iteration 21Q: 3 clusters Score -9781264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 82016 members 
Entering Unmasked Estep 
Score: -9781264.000000 Penalty: 3677.948486
	Iteration 22F: 3 clusters Score -9781264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Entering Unmasked Estep 
Score: -768059.937500 Penalty: 1425.044922
	Iteration 0F: 2 clusters Score -768059.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -763151.125000 Penalty: 2850.089844
	Iteration 0F: 3 clusters Score -763151.1 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -764656.375000 Penalty: 2850.089844
	Iteration 1F: 3 clusters Score -764656.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -764849.250000 Penalty: 2850.089844
	Iteration 2F: 3 clusters Score -764849.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -764963.937500 Penalty: 2850.089844
	Iteration 3Q: 3 clusters Score -764963.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -765049.437500 Penalty: 2850.089844
	Iteration 4Q: 3 clusters Score -765049.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -765120.437500 Penalty: 2850.089844
	Iteration 5Q: 3 clusters Score -765120.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -765196.562500 Penalty: 2850.089844
	Iteration 6Q: 3 clusters Score -765196.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -765294.562500 Penalty: 2850.089844
	Iteration 7Q: 3 clusters Score -765294.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -765388.375000 Penalty: 2850.089844
	Iteration 8Q: 3 clusters Score -765388.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -765487.937500 Penalty: 2850.089844
	Iteration 9Q: 3 clusters Score -765487.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -765611.625000 Penalty: 2850.089844
	Iteration 10Q: 3 clusters Score -765611.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -765751.000000 Penalty: 2850.089844
	Iteration 11Q: 3 clusters Score -765751 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -765886.562500 Penalty: 2850.089844
	Iteration 12Q: 3 clusters Score -765886.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -766020.687500 Penalty: 2850.089844
	Iteration 13Q: 3 clusters Score -766020.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -766139.187500 Penalty: 2850.089844
	Iteration 14Q: 3 clusters Score -766139.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -766221.687500 Penalty: 2850.089844
	Iteration 15Q: 3 clusters Score -766221.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -766281.000000 Penalty: 2850.089844
	Iteration 16Q: 3 clusters Score -766281 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -766326.687500 Penalty: 2850.089844
	Iteration 17Q: 3 clusters Score -766326.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -766368.125000 Penalty: 2850.089844
	Iteration 18Q: 3 clusters Score -766368.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -766401.437500 Penalty: 2850.089844
	Iteration 19Q: 3 clusters Score -766401.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -766428.687500 Penalty: 2850.089844
	Iteration 20F: 3 clusters Score -766428.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -766459.625000 Penalty: 2850.089844
	Iteration 21Q: 3 clusters Score -766459.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -766493.687500 Penalty: 2850.089844
	Iteration 22Q: 3 clusters Score -766493.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -766530.750000 Penalty: 2850.089844
	Iteration 23Q: 3 clusters Score -766530.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -766561.375000 Penalty: 2850.089844
	Iteration 24Q: 3 clusters Score -766561.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -766594.312500 Penalty: 2850.089844
	Iteration 25Q: 3 clusters Score -766594.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -766616.625000 Penalty: 2850.089844
	Iteration 26Q: 3 clusters Score -766616.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -766629.937500 Penalty: 2850.089844
	Iteration 27Q: 3 clusters Score -766629.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -766641.500000 Penalty: 2850.089844
	Iteration 28Q: 3 clusters Score -766641.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -766650.125000 Penalty: 2850.089844
	Iteration 29Q: 3 clusters Score -766650.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -766654.750000 Penalty: 2850.089844
	Iteration 30Q: 3 clusters Score -766654.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -766664.375000 Penalty: 2850.089844
	Iteration 31Q: 3 clusters Score -766664.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -766669.687500 Penalty: 2850.089844
	Iteration 32Q: 3 clusters Score -766669.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -766679.687500 Penalty: 2850.089844
	Iteration 33Q: 3 clusters Score -766679.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -766687.437500 Penalty: 2850.089844
	Iteration 34Q: 3 clusters Score -766687.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -766694.062500 Penalty: 2850.089844
	Iteration 35Q: 3 clusters Score -766694.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -766698.187500 Penalty: 2850.089844
	Iteration 36Q: 3 clusters Score -766698.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -766700.687500 Penalty: 2850.089844
	Iteration 37Q: 3 clusters Score -766700.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -766704.062500 Penalty: 2850.089844
	Iteration 38Q: 3 clusters Score -766704.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -766706.000000 Penalty: 2850.089844
	Iteration 39Q: 3 clusters Score -766706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -766708.000000 Penalty: 2850.089844
	Iteration 40F: 3 clusters Score -766708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -766711.437500 Penalty: 2850.089844
	Iteration 41Q: 3 clusters Score -766711.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -766712.312500 Penalty: 2850.089844
	Iteration 42Q: 3 clusters Score -766712.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -766712.312500 Penalty: 2850.089844
	Iteration 43F: 3 clusters Score -766712.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (9513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Entering Unmasked Estep 
Score: -1105910.750000 Penalty: 1488.567383
	Iteration 0F: 2 clusters Score -1105911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1099049.000000 Penalty: 2977.134766
	Iteration 0F: 3 clusters Score -1099049 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1101221.500000 Penalty: 2977.134766
	Iteration 1F: 3 clusters Score -1101222 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1101469.125000 Penalty: 2977.134766
	Iteration 2F: 3 clusters Score -1101469 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1101688.750000 Penalty: 2977.134766
	Iteration 3F: 3 clusters Score -1101689 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1101868.750000 Penalty: 2977.134766
	Iteration 4Q: 3 clusters Score -1101869 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1102029.500000 Penalty: 2977.134766
	Iteration 5Q: 3 clusters Score -1102030 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1102172.000000 Penalty: 2977.134766
	Iteration 6Q: 3 clusters Score -1102172 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1102315.500000 Penalty: 2977.134766
	Iteration 7Q: 3 clusters Score -1102316 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1102467.250000 Penalty: 2977.134766
	Iteration 8Q: 3 clusters Score -1102467 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1102625.500000 Penalty: 2977.134766
	Iteration 9Q: 3 clusters Score -1102626 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1102797.250000 Penalty: 2977.134766
	Iteration 10Q: 3 clusters Score -1102797 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1102967.000000 Penalty: 2977.134766
	Iteration 11Q: 3 clusters Score -1102967 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1103116.500000 Penalty: 2977.134766
	Iteration 12Q: 3 clusters Score -1103116 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1103291.125000 Penalty: 2977.134766
	Iteration 13Q: 3 clusters Score -1103291 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1103470.250000 Penalty: 2977.134766
	Iteration 14Q: 3 clusters Score -1103470 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1103612.875000 Penalty: 2977.134766
	Iteration 15Q: 3 clusters Score -1103613 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1103733.375000 Penalty: 2977.134766
	Iteration 16Q: 3 clusters Score -1103733 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1103873.250000 Penalty: 2977.134766
	Iteration 17Q: 3 clusters Score -1103873 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1104000.750000 Penalty: 2977.134766
	Iteration 18Q: 3 clusters Score -1104001 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1104117.250000 Penalty: 2977.134766
	Iteration 19Q: 3 clusters Score -1104117 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1104216.375000 Penalty: 2977.134766
	Iteration 20F: 3 clusters Score -1104216 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1104293.750000 Penalty: 2977.134766
	Iteration 21Q: 3 clusters Score -1104294 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1104353.250000 Penalty: 2977.134766
	Iteration 22Q: 3 clusters Score -1104353 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1104412.250000 Penalty: 2977.134766
	Iteration 23Q: 3 clusters Score -1104412 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1104445.750000 Penalty: 2977.134766
	Iteration 24Q: 3 clusters Score -1104446 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1104480.875000 Penalty: 2977.134766
	Iteration 25Q: 3 clusters Score -1104481 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1104508.375000 Penalty: 2977.134766
	Iteration 26Q: 3 clusters Score -1104508 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1104523.750000 Penalty: 2977.134766
	Iteration 27Q: 3 clusters Score -1104524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1104532.875000 Penalty: 2977.134766
	Iteration 28Q: 3 clusters Score -1104533 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1104543.125000 Penalty: 2977.134766
	Iteration 29Q: 3 clusters Score -1104543 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1104554.625000 Penalty: 2977.134766
	Iteration 30Q: 3 clusters Score -1104555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1104564.000000 Penalty: 2977.134766
	Iteration 31Q: 3 clusters Score -1104564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1104572.875000 Penalty: 2977.134766
	Iteration 32Q: 3 clusters Score -1104573 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1104584.750000 Penalty: 2977.134766
	Iteration 33Q: 3 clusters Score -1104585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1104595.250000 Penalty: 2977.134766
	Iteration 34Q: 3 clusters Score -1104595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1104602.750000 Penalty: 2977.134766
	Iteration 35Q: 3 clusters Score -1104603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1104605.375000 Penalty: 2977.134766
	Iteration 36Q: 3 clusters Score -1104605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1104613.625000 Penalty: 2977.134766
	Iteration 37Q: 3 clusters Score -1104614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1104618.625000 Penalty: 2977.134766
	Iteration 38Q: 3 clusters Score -1104619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1104626.000000 Penalty: 2977.134766
	Iteration 39Q: 3 clusters Score -1104626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1104632.375000 Penalty: 2977.134766
	Iteration 40F: 3 clusters Score -1104632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1104635.750000 Penalty: 2977.134766
	Iteration 41Q: 3 clusters Score -1104636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1104638.125000 Penalty: 2977.134766
	Iteration 42Q: 3 clusters Score -1104638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1104638.125000 Penalty: 2977.134766
	Iteration 43F: 3 clusters Score -1104638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (79545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79545 members 
Entering Unmasked Estep 
Score: -9023434.000000 Penalty: 1833.662720
	Iteration 0F: 2 clusters Score -9023434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39794 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -8970553.000000 Penalty: 3667.325439
	Iteration 0F: 3 clusters Score -8970553 nChanged 37636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41068 members 
Mstep: Class 2 contains 38477 members 
Entering Unmasked Estep 
Score: -8992040.000000 Penalty: 3667.325439
	Iteration 1F: 3 clusters Score -8992040 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41935 members 
Mstep: Class 2 contains 37610 members 
Entering Unmasked Estep 
Score: -8992688.000000 Penalty: 3667.325439
	Iteration 2Q: 3 clusters Score -8992688 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43166 members 
Mstep: Class 2 contains 36379 members 
Entering Unmasked Estep 
Score: -8993287.000000 Penalty: 3667.325439
	Iteration 3Q: 3 clusters Score -8993287 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45007 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -8994125.000000 Penalty: 3667.325439
	Iteration 4Q: 3 clusters Score -8994125 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47676 members 
Mstep: Class 2 contains 31869 members 
Entering Unmasked Estep 
Score: -8995490.000000 Penalty: 3667.325439
	Iteration 5Q: 3 clusters Score -8995490 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51472 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -8997314.000000 Penalty: 3667.325439
	Iteration 6F: 3 clusters Score -8997314 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56540 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -9000693.000000 Penalty: 3667.325439
	Iteration 7F: 3 clusters Score -9000693 nChanged 6322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62854 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -9005865.000000 Penalty: 3667.325439
	Iteration 8F: 3 clusters Score -9005865 nChanged 6586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69438 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -9011973.000000 Penalty: 3667.325439
	Iteration 9F: 3 clusters Score -9011973 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74625 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -9017184.000000 Penalty: 3667.325439
	Iteration 10F: 3 clusters Score -9017184 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77505 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -9019973.000000 Penalty: 3667.325439
	Iteration 11Q: 3 clusters Score -9019973 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78722 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -9021176.000000 Penalty: 3667.325439
	Iteration 12Q: 3 clusters Score -9021176 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79115 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -9021549.000000 Penalty: 3667.325439
	Iteration 13Q: 3 clusters Score -9021549 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79251 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -9021688.000000 Penalty: 3667.325439
	Iteration 14Q: 3 clusters Score -9021688 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79295 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -9021739.000000 Penalty: 3667.325439
	Iteration 15Q: 3 clusters Score -9021739 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79311 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -9021754.000000 Penalty: 3667.325439
	Iteration 16Q: 3 clusters Score -9021754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79316 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -9021761.000000 Penalty: 3667.325439
	Iteration 17Q: 3 clusters Score -9021761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79322 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -9021773.000000 Penalty: 3667.325439
	Iteration 18Q: 3 clusters Score -9021773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79330 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -9021800.000000 Penalty: 3667.325439
	Iteration 19Q: 3 clusters Score -9021800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79337 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -9021816.000000 Penalty: 3667.325439
	Iteration 20F: 3 clusters Score -9021816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79344 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -9021822.000000 Penalty: 3667.325439
	Iteration 21Q: 3 clusters Score -9021822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79347 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -9021817.000000 Penalty: 3667.325439
	Iteration 22Q: 3 clusters Score -9021817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79346 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -9021822.000000 Penalty: 3667.325439
	Iteration 23Q: 3 clusters Score -9021822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79345 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -9021827.000000 Penalty: 3667.325439
	Iteration 24Q: 3 clusters Score -9021827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79345 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -9021827.000000 Penalty: 3667.325439
	Iteration 25Q: 3 clusters Score -9021827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79346 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -9021829.000000 Penalty: 3667.325439
	Iteration 26Q: 3 clusters Score -9021829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79345 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -9021830.000000 Penalty: 3667.325439
	Iteration 27Q: 3 clusters Score -9021830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79345 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -9021830.000000 Penalty: 3667.325439
	Iteration 28F: 3 clusters Score -9021830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Entering Unmasked Estep 
Score: -31253.927734 Penalty: 946.725037
	Iteration 0F: 2 clusters Score -31253.93 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 160 members 
Entering Unmasked Estep 
Score: -30350.722656 Penalty: 1893.450073
	Iteration 0F: 3 clusters Score -30350.72 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -30512.505859 Penalty: 1893.450073
	Iteration 1F: 3 clusters Score -30512.51 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -30582.449219 Penalty: 1893.450073
	Iteration 2F: 3 clusters Score -30582.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -30633.326172 Penalty: 1893.450073
	Iteration 3Q: 3 clusters Score -30633.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -30667.519531 Penalty: 1893.450073
	Iteration 4Q: 3 clusters Score -30667.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -30690.802734 Penalty: 1893.450073
	Iteration 5Q: 3 clusters Score -30690.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -30718.945312 Penalty: 1893.450073
	Iteration 6Q: 3 clusters Score -30718.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -30787.216797 Penalty: 1893.450073
	Iteration 7Q: 3 clusters Score -30787.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -30857.015625 Penalty: 1893.450073
	Iteration 8Q: 3 clusters Score -30857.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -30887.000000 Penalty: 1893.450073
	Iteration 9Q: 3 clusters Score -30887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -30898.750000 Penalty: 1893.450073
	Iteration 10Q: 3 clusters Score -30898.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -30904.980469 Penalty: 1893.450073
	Iteration 11Q: 3 clusters Score -30904.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -30908.003906 Penalty: 1893.450073
	Iteration 12Q: 3 clusters Score -30908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -30911.994141 Penalty: 1893.450073
	Iteration 13Q: 3 clusters Score -30911.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -30914.689453 Penalty: 1893.450073
	Iteration 14Q: 3 clusters Score -30914.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -30919.599609 Penalty: 1893.450073
	Iteration 15F: 3 clusters Score -30919.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -30943.583984 Penalty: 1893.450073
	Iteration 16Q: 3 clusters Score -30943.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -30956.957031 Penalty: 1893.450073
	Iteration 17Q: 3 clusters Score -30956.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -30959.695312 Penalty: 1893.450073
	Iteration 18Q: 3 clusters Score -30959.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -30961.652344 Penalty: 1893.450073
	Iteration 19F: 3 clusters Score -30961.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -30970.843750 Penalty: 1893.450073
	Iteration 20F: 3 clusters Score -30970.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -30973.652344 Penalty: 1893.450073
	Iteration 21Q: 3 clusters Score -30973.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -30973.652344 Penalty: 1893.450073
	Iteration 22F: 3 clusters Score -30973.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Entering Unmasked Estep 
Score: -85175.210938 Penalty: 1089.865112
	Iteration 0F: 2 clusters Score -85175.21 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 419 members 
Entering Unmasked Estep 
Score: -83907.390625 Penalty: 2179.730225
	Iteration 0F: 3 clusters Score -83907.39 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -84175.382812 Penalty: 2179.730225
	Iteration 1F: 3 clusters Score -84175.38 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -84277.585938 Penalty: 2179.730225
	Iteration 2F: 3 clusters Score -84277.59 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -84311.382812 Penalty: 2179.730225
	Iteration 3Q: 3 clusters Score -84311.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -84333.132812 Penalty: 2179.730225
	Iteration 4Q: 3 clusters Score -84333.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -84342.078125 Penalty: 2179.730225
	Iteration 5Q: 3 clusters Score -84342.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -84349.851562 Penalty: 2179.730225
	Iteration 6Q: 3 clusters Score -84349.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -84354.242188 Penalty: 2179.730225
	Iteration 7Q: 3 clusters Score -84354.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -84368.234375 Penalty: 2179.730225
	Iteration 8Q: 3 clusters Score -84368.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -84388.703125 Penalty: 2179.730225
	Iteration 9Q: 3 clusters Score -84388.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -84406.351562 Penalty: 2179.730225
	Iteration 10Q: 3 clusters Score -84406.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -84416.968750 Penalty: 2179.730225
	Iteration 11Q: 3 clusters Score -84416.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -84427.257812 Penalty: 2179.730225
	Iteration 12Q: 3 clusters Score -84427.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -84433.101562 Penalty: 2179.730225
	Iteration 13Q: 3 clusters Score -84433.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -84438.492188 Penalty: 2179.730225
	Iteration 14Q: 3 clusters Score -84438.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -84452.421875 Penalty: 2179.730225
	Iteration 15Q: 3 clusters Score -84452.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -84475.687500 Penalty: 2179.730225
	Iteration 16Q: 3 clusters Score -84475.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -84482.710938 Penalty: 2179.730225
	Iteration 17Q: 3 clusters Score -84482.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -84494.945312 Penalty: 2179.730225
	Iteration 18Q: 3 clusters Score -84494.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -84510.625000 Penalty: 2179.730225
	Iteration 19Q: 3 clusters Score -84510.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -84539.968750 Penalty: 2179.730225
	Iteration 20F: 3 clusters Score -84539.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -84552.507812 Penalty: 2179.730225
	Iteration 21Q: 3 clusters Score -84552.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -84561.648438 Penalty: 2179.730225
	Iteration 22Q: 3 clusters Score -84561.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -84575.492188 Penalty: 2179.730225
	Iteration 23Q: 3 clusters Score -84575.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -84586.789062 Penalty: 2179.730225
	Iteration 24Q: 3 clusters Score -84586.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -84595.539062 Penalty: 2179.730225
	Iteration 25Q: 3 clusters Score -84595.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -84598.609375 Penalty: 2179.730225
	Iteration 26Q: 3 clusters Score -84598.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -84598.609375 Penalty: 2179.730225
	Iteration 27F: 3 clusters Score -84598.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Entering Unmasked Estep 
Score: -36726.667969 Penalty: 1001.538635
	Iteration 0F: 2 clusters Score -36726.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -35702.156250 Penalty: 2003.077271
	Iteration 0F: 3 clusters Score -35702.16 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -35956.964844 Penalty: 2003.077271
	Iteration 1F: 3 clusters Score -35956.96 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -36054.054688 Penalty: 2003.077271
	Iteration 2F: 3 clusters Score -36054.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -36141.808594 Penalty: 2003.077271
	Iteration 3Q: 3 clusters Score -36141.81 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -36185.269531 Penalty: 2003.077271
	Iteration 4Q: 3 clusters Score -36185.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -36217.601562 Penalty: 2003.077271
	Iteration 5Q: 3 clusters Score -36217.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -36229.890625 Penalty: 2003.077271
	Iteration 6Q: 3 clusters Score -36229.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -36233.441406 Penalty: 2003.077271
	Iteration 7Q: 3 clusters Score -36233.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -36233.636719 Penalty: 2003.077271
	Iteration 8Q: 3 clusters Score -36233.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -36236.015625 Penalty: 2003.077271
	Iteration 9Q: 3 clusters Score -36236.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -36236.015625 Penalty: 2003.077271
	Iteration 10F: 3 clusters Score -36236.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (12942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Entering Unmasked Estep 
Score: -1538363.375000 Penalty: 1538.587891
	Iteration 0F: 2 clusters Score -1538363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1529330.125000 Penalty: 3077.175781
	Iteration 0F: 3 clusters Score -1529330 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1532332.000000 Penalty: 3077.175781
	Iteration 1F: 3 clusters Score -1532332 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1532552.250000 Penalty: 3077.175781
	Iteration 2F: 3 clusters Score -1532552 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1532713.750000 Penalty: 3077.175781
	Iteration 3Q: 3 clusters Score -1532714 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1532840.500000 Penalty: 3077.175781
	Iteration 4Q: 3 clusters Score -1532840 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1532963.000000 Penalty: 3077.175781
	Iteration 5Q: 3 clusters Score -1532963 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1533095.000000 Penalty: 3077.175781
	Iteration 6Q: 3 clusters Score -1533095 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1533245.875000 Penalty: 3077.175781
	Iteration 7Q: 3 clusters Score -1533246 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1533454.375000 Penalty: 3077.175781
	Iteration 8Q: 3 clusters Score -1533454 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1533720.750000 Penalty: 3077.175781
	Iteration 9Q: 3 clusters Score -1533721 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1534080.875000 Penalty: 3077.175781
	Iteration 10Q: 3 clusters Score -1534081 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1534578.250000 Penalty: 3077.175781
	Iteration 11F: 3 clusters Score -1534578 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1535221.000000 Penalty: 3077.175781
	Iteration 12F: 3 clusters Score -1535221 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1535843.125000 Penalty: 3077.175781
	Iteration 13F: 3 clusters Score -1535843 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1536356.500000 Penalty: 3077.175781
	Iteration 14Q: 3 clusters Score -1536356 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1536653.250000 Penalty: 3077.175781
	Iteration 15Q: 3 clusters Score -1536653 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1536807.125000 Penalty: 3077.175781
	Iteration 16Q: 3 clusters Score -1536807 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -1536891.625000 Penalty: 3077.175781
	Iteration 17Q: 3 clusters Score -1536892 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -1536922.125000 Penalty: 3077.175781
	Iteration 18Q: 3 clusters Score -1536922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -1536939.250000 Penalty: 3077.175781
	Iteration 19Q: 3 clusters Score -1536939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -1536956.500000 Penalty: 3077.175781
	Iteration 20F: 3 clusters Score -1536956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -1536966.750000 Penalty: 3077.175781
	Iteration 21Q: 3 clusters Score -1536967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -1536975.875000 Penalty: 3077.175781
	Iteration 22Q: 3 clusters Score -1536976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1536981.750000 Penalty: 3077.175781
	Iteration 23Q: 3 clusters Score -1536982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -1536988.500000 Penalty: 3077.175781
	Iteration 24Q: 3 clusters Score -1536988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -1536994.500000 Penalty: 3077.175781
	Iteration 25Q: 3 clusters Score -1536994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -1536999.000000 Penalty: 3077.175781
	Iteration 26Q: 3 clusters Score -1536999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -1537001.750000 Penalty: 3077.175781
	Iteration 27Q: 3 clusters Score -1537002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -1537003.625000 Penalty: 3077.175781
	Iteration 28Q: 3 clusters Score -1537004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -1537002.750000 Penalty: 3077.175781
	Iteration 29Q: 3 clusters Score -1537003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -1537003.875000 Penalty: 3077.175781
	Iteration 30Q: 3 clusters Score -1537004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -1537003.875000 Penalty: 3077.175781
	Iteration 31F: 3 clusters Score -1537004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Entering Unmasked Estep 
Score: -94957.468750 Penalty: 1123.482300
	Iteration 0F: 2 clusters Score -94957.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -93563.679688 Penalty: 2246.964600
	Iteration 0F: 3 clusters Score -93563.68 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -93895.617188 Penalty: 2246.964600
	Iteration 1F: 3 clusters Score -93895.62 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -94058.210938 Penalty: 2246.964600
	Iteration 2F: 3 clusters Score -94058.21 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -94211.593750 Penalty: 2246.964600
	Iteration 3F: 3 clusters Score -94211.59 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -94374.710938 Penalty: 2246.964600
	Iteration 4F: 3 clusters Score -94374.71 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -94528.851562 Penalty: 2246.964600
	Iteration 5F: 3 clusters Score -94528.85 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -94655.445312 Penalty: 2246.964600
	Iteration 6F: 3 clusters Score -94655.45 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -94726.320312 Penalty: 2246.964600
	Iteration 7Q: 3 clusters Score -94726.32 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -94780.171875 Penalty: 2246.964600
	Iteration 8Q: 3 clusters Score -94780.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -94808.601562 Penalty: 2246.964600
	Iteration 9Q: 3 clusters Score -94808.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -94815.265625 Penalty: 2246.964600
	Iteration 10Q: 3 clusters Score -94815.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -94816.695312 Penalty: 2246.964600
	Iteration 11Q: 3 clusters Score -94816.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -94818.617188 Penalty: 2246.964600
	Iteration 12Q: 3 clusters Score -94818.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -94818.617188 Penalty: 2246.964600
	Iteration 13F: 3 clusters Score -94818.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (69274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69274 members 
Entering Unmasked Estep 
Score: -8186960.000000 Penalty: 1811.196655
	Iteration 0F: 2 clusters Score -8186960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34644 members 
Mstep: Class 2 contains 34630 members 
Entering Unmasked Estep 
Score: -8140812.500000 Penalty: 3622.393311
	Iteration 0F: 3 clusters Score -8140812 nChanged 32746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 34948 members 
Entering Unmasked Estep 
Score: -8159328.500000 Penalty: 3622.393311
	Iteration 1F: 3 clusters Score -8159328 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34053 members 
Mstep: Class 2 contains 35221 members 
Entering Unmasked Estep 
Score: -8159697.000000 Penalty: 3622.393311
	Iteration 2Q: 3 clusters Score -8159697 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 35653 members 
Entering Unmasked Estep 
Score: -8160014.000000 Penalty: 3622.393311
	Iteration 3Q: 3 clusters Score -8160014 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 36287 members 
Entering Unmasked Estep 
Score: -8160411.500000 Penalty: 3622.393311
	Iteration 4Q: 3 clusters Score -8160412 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -8160933.500000 Penalty: 3622.393311
	Iteration 5Q: 3 clusters Score -8160934 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30787 members 
Mstep: Class 2 contains 38487 members 
Entering Unmasked Estep 
Score: -8161478.000000 Penalty: 3622.393311
	Iteration 6Q: 3 clusters Score -8161478 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 40330 members 
Entering Unmasked Estep 
Score: -8162350.000000 Penalty: 3622.393311
	Iteration 7Q: 3 clusters Score -8162350 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 42848 members 
Entering Unmasked Estep 
Score: -8163918.500000 Penalty: 3622.393311
	Iteration 8Q: 3 clusters Score -8163918 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 46251 members 
Entering Unmasked Estep 
Score: -8166480.500000 Penalty: 3622.393311
	Iteration 9F: 3 clusters Score -8166480 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 50118 members 
Entering Unmasked Estep 
Score: -8169954.000000 Penalty: 3622.393311
	Iteration 10F: 3 clusters Score -8169954 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 53689 members 
Entering Unmasked Estep 
Score: -8173730.500000 Penalty: 3622.393311
	Iteration 11F: 3 clusters Score -8173730 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 56315 members 
Entering Unmasked Estep 
Score: -8176922.500000 Penalty: 3622.393311
	Iteration 12F: 3 clusters Score -8176922 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 57840 members 
Entering Unmasked Estep 
Score: -8179064.000000 Penalty: 3622.393311
	Iteration 13Q: 3 clusters Score -8179064 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 58776 members 
Entering Unmasked Estep 
Score: -8180383.000000 Penalty: 3622.393311
	Iteration 14Q: 3 clusters Score -8180383 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 59380 members 
Entering Unmasked Estep 
Score: -8181253.000000 Penalty: 3622.393311
	Iteration 15Q: 3 clusters Score -8181253 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 59876 members 
Entering Unmasked Estep 
Score: -8182008.000000 Penalty: 3622.393311
	Iteration 16Q: 3 clusters Score -8182008 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 60201 members 
Entering Unmasked Estep 
Score: -8182668.000000 Penalty: 3622.393311
	Iteration 17Q: 3 clusters Score -8182668 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 60379 members 
Entering Unmasked Estep 
Score: -8183248.000000 Penalty: 3622.393311
	Iteration 18Q: 3 clusters Score -8183248 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 60423 members 
Entering Unmasked Estep 
Score: -8183752.500000 Penalty: 3622.393311
	Iteration 19Q: 3 clusters Score -8183752 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 60324 members 
Entering Unmasked Estep 
Score: -8184213.000000 Penalty: 3622.393311
	Iteration 20F: 3 clusters Score -8184213 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 60165 members 
Entering Unmasked Estep 
Score: -8184566.000000 Penalty: 3622.393311
	Iteration 21Q: 3 clusters Score -8184566 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 59988 members 
Entering Unmasked Estep 
Score: -8184831.000000 Penalty: 3622.393311
	Iteration 22Q: 3 clusters Score -8184831 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 59841 members 
Entering Unmasked Estep 
Score: -8185023.500000 Penalty: 3622.393311
	Iteration 23Q: 3 clusters Score -8185024 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 59726 members 
Entering Unmasked Estep 
Score: -8185139.500000 Penalty: 3622.393311
	Iteration 24Q: 3 clusters Score -8185140 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 59596 members 
Entering Unmasked Estep 
Score: -8185165.500000 Penalty: 3622.393311
	Iteration 25Q: 3 clusters Score -8185166 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 59488 members 
Entering Unmasked Estep 
Score: -8185180.000000 Penalty: 3622.393311
	Iteration 26Q: 3 clusters Score -8185180 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 59381 members 
Entering Unmasked Estep 
Score: -8185238.000000 Penalty: 3622.393311
	Iteration 27Q: 3 clusters Score -8185238 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 59285 members 
Entering Unmasked Estep 
Score: -8185243.500000 Penalty: 3622.393311
	Iteration 28Q: 3 clusters Score -8185244 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 59205 members 
Entering Unmasked Estep 
Score: -8185256.500000 Penalty: 3622.393311
	Iteration 29Q: 3 clusters Score -8185256 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 59132 members 
Entering Unmasked Estep 
Score: -8185251.000000 Penalty: 3622.393311
	Iteration 30Q: 3 clusters Score -8185251 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 59065 members 
Entering Unmasked Estep 
Score: -8185264.000000 Penalty: 3622.393311
	Iteration 31Q: 3 clusters Score -8185264 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 59003 members 
Entering Unmasked Estep 
Score: -8185255.000000 Penalty: 3622.393311
	Iteration 32Q: 3 clusters Score -8185255 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 58949 members 
Entering Unmasked Estep 
Score: -8185241.000000 Penalty: 3622.393311
	Iteration 33Q: 3 clusters Score -8185241 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 58902 members 
Entering Unmasked Estep 
Score: -8185258.500000 Penalty: 3622.393311
	Iteration 34Q: 3 clusters Score -8185258 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 58857 members 
Entering Unmasked Estep 
Score: -8185248.500000 Penalty: 3622.393311
	Iteration 35Q: 3 clusters Score -8185248 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 58827 members 
Entering Unmasked Estep 
Score: -8185226.500000 Penalty: 3622.393311
	Iteration 36Q: 3 clusters Score -8185226 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 58797 members 
Entering Unmasked Estep 
Score: -8185225.000000 Penalty: 3622.393311
	Iteration 37Q: 3 clusters Score -8185225 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 58773 members 
Entering Unmasked Estep 
Score: -8185226.500000 Penalty: 3622.393311
	Iteration 38Q: 3 clusters Score -8185226 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 58745 members 
Entering Unmasked Estep 
Score: -8185228.500000 Penalty: 3622.393311
	Iteration 39Q: 3 clusters Score -8185228 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 58716 members 
Entering Unmasked Estep 
Score: -8185227.500000 Penalty: 3622.393311
	Iteration 40F: 3 clusters Score -8185228 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 58684 members 
Entering Unmasked Estep 
Score: -8185231.500000 Penalty: 3622.393311
	Iteration 41Q: 3 clusters Score -8185232 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 58654 members 
Entering Unmasked Estep 
Score: -8185227.000000 Penalty: 3622.393311
	Iteration 42Q: 3 clusters Score -8185227 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 58626 members 
Entering Unmasked Estep 
Score: -8185221.500000 Penalty: 3622.393311
	Iteration 43Q: 3 clusters Score -8185222 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 58599 members 
Entering Unmasked Estep 
Score: -8185232.000000 Penalty: 3622.393311
	Iteration 44Q: 3 clusters Score -8185232 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 58575 members 
Entering Unmasked Estep 
Score: -8185226.000000 Penalty: 3622.393311
	Iteration 45Q: 3 clusters Score -8185226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 58554 members 
Entering Unmasked Estep 
Score: -8185226.500000 Penalty: 3622.393311
	Iteration 46Q: 3 clusters Score -8185226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 58535 members 
Entering Unmasked Estep 
Score: -8185230.500000 Penalty: 3622.393311
	Iteration 47Q: 3 clusters Score -8185230 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 58512 members 
Entering Unmasked Estep 
Score: -8185232.500000 Penalty: 3622.393311
	Iteration 48Q: 3 clusters Score -8185232 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 58486 members 
Entering Unmasked Estep 
Score: -8185234.500000 Penalty: 3622.393311
	Iteration 49Q: 3 clusters Score -8185234 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 58460 members 
Entering Unmasked Estep 
Score: -8185238.000000 Penalty: 3622.393311
	Iteration 50Q: 3 clusters Score -8185238 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 58439 members 
Entering Unmasked Estep 
Score: -8185233.000000 Penalty: 3622.393311
	Iteration 51Q: 3 clusters Score -8185233 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 58421 members 
Entering Unmasked Estep 
Score: -8185223.000000 Penalty: 3622.393311
	Iteration 52Q: 3 clusters Score -8185223 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 58399 members 
Entering Unmasked Estep 
Score: -8185227.000000 Penalty: 3622.393311
	Iteration 53Q: 3 clusters Score -8185227 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 58371 members 
Entering Unmasked Estep 
Score: -8185225.000000 Penalty: 3622.393311
	Iteration 54Q: 3 clusters Score -8185225 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 58330 members 
Entering Unmasked Estep 
Score: -8185225.000000 Penalty: 3622.393311
	Iteration 55Q: 3 clusters Score -8185225 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 58282 members 
Entering Unmasked Estep 
Score: -8185217.000000 Penalty: 3622.393311
	Iteration 56Q: 3 clusters Score -8185217 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 58229 members 
Entering Unmasked Estep 
Score: -8185223.000000 Penalty: 3622.393311
	Iteration 57Q: 3 clusters Score -8185223 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 58188 members 
Entering Unmasked Estep 
Score: -8185219.000000 Penalty: 3622.393311
	Iteration 58Q: 3 clusters Score -8185219 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 58149 members 
Entering Unmasked Estep 
Score: -8185225.500000 Penalty: 3622.393311
	Iteration 59Q: 3 clusters Score -8185226 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 58106 members 
Entering Unmasked Estep 
Score: -8185223.000000 Penalty: 3622.393311
	Iteration 60F: 3 clusters Score -8185223 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 58056 members 
Entering Unmasked Estep 
Score: -8185208.500000 Penalty: 3622.393311
	Iteration 61Q: 3 clusters Score -8185208 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 57998 members 
Entering Unmasked Estep 
Score: -8185214.000000 Penalty: 3622.393311
	Iteration 62Q: 3 clusters Score -8185214 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 57947 members 
Entering Unmasked Estep 
Score: -8185216.000000 Penalty: 3622.393311
	Iteration 63Q: 3 clusters Score -8185216 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 57892 members 
Entering Unmasked Estep 
Score: -8185218.000000 Penalty: 3622.393311
	Iteration 64Q: 3 clusters Score -8185218 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 57835 members 
Entering Unmasked Estep 
Score: -8185228.500000 Penalty: 3622.393311
	Iteration 65Q: 3 clusters Score -8185228 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 57777 members 
Entering Unmasked Estep 
Score: -8185230.000000 Penalty: 3622.393311
	Iteration 66Q: 3 clusters Score -8185230 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 57729 members 
Entering Unmasked Estep 
Score: -8185214.000000 Penalty: 3622.393311
	Iteration 67Q: 3 clusters Score -8185214 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 57678 members 
Entering Unmasked Estep 
Score: -8185219.000000 Penalty: 3622.393311
	Iteration 68Q: 3 clusters Score -8185219 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 57620 members 
Entering Unmasked Estep 
Score: -8185216.500000 Penalty: 3622.393311
	Iteration 69Q: 3 clusters Score -8185216 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 57564 members 
Entering Unmasked Estep 
Score: -8185217.000000 Penalty: 3622.393311
	Iteration 70Q: 3 clusters Score -8185217 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 57505 members 
Entering Unmasked Estep 
Score: -8185207.000000 Penalty: 3622.393311
	Iteration 71Q: 3 clusters Score -8185207 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 57443 members 
Entering Unmasked Estep 
Score: -8185210.000000 Penalty: 3622.393311
	Iteration 72Q: 3 clusters Score -8185210 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 57383 members 
Entering Unmasked Estep 
Score: -8185197.500000 Penalty: 3622.393311
	Iteration 73Q: 3 clusters Score -8185198 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 57313 members 
Entering Unmasked Estep 
Score: -8185218.000000 Penalty: 3622.393311
	Iteration 74Q: 3 clusters Score -8185218 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 57259 members 
Entering Unmasked Estep 
Score: -8185213.500000 Penalty: 3622.393311
	Iteration 75Q: 3 clusters Score -8185214 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 57207 members 
Entering Unmasked Estep 
Score: -8185215.000000 Penalty: 3622.393311
	Iteration 76Q: 3 clusters Score -8185215 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 57154 members 
Entering Unmasked Estep 
Score: -8185223.000000 Penalty: 3622.393311
	Iteration 77Q: 3 clusters Score -8185223 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 57094 members 
Entering Unmasked Estep 
Score: -8185220.500000 Penalty: 3622.393311
	Iteration 78Q: 3 clusters Score -8185220 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 57036 members 
Entering Unmasked Estep 
Score: -8185228.000000 Penalty: 3622.393311
	Iteration 79Q: 3 clusters Score -8185228 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 56984 members 
Entering Unmasked Estep 
Score: -8185237.500000 Penalty: 3622.393311
	Iteration 80F: 3 clusters Score -8185238 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 56928 members 
Entering Unmasked Estep 
Score: -8185209.000000 Penalty: 3622.393311
	Iteration 81Q: 3 clusters Score -8185209 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 56884 members 
Entering Unmasked Estep 
Score: -8185215.500000 Penalty: 3622.393311
	Iteration 82Q: 3 clusters Score -8185216 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 56834 members 
Entering Unmasked Estep 
Score: -8185226.000000 Penalty: 3622.393311
	Iteration 83Q: 3 clusters Score -8185226 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 56779 members 
Entering Unmasked Estep 
Score: -8185217.000000 Penalty: 3622.393311
	Iteration 84Q: 3 clusters Score -8185217 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 56730 members 
Entering Unmasked Estep 
Score: -8185212.000000 Penalty: 3622.393311
	Iteration 85Q: 3 clusters Score -8185212 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 56680 members 
Entering Unmasked Estep 
Score: -8185191.500000 Penalty: 3622.393311
	Iteration 86Q: 3 clusters Score -8185192 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 56632 members 
Entering Unmasked Estep 
Score: -8185214.500000 Penalty: 3622.393311
	Iteration 87Q: 3 clusters Score -8185214 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 56598 members 
Entering Unmasked Estep 
Score: -8185226.500000 Penalty: 3622.393311
	Iteration 88Q: 3 clusters Score -8185226 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 56561 members 
Entering Unmasked Estep 
Score: -8185223.500000 Penalty: 3622.393311
	Iteration 89Q: 3 clusters Score -8185224 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 56528 members 
Entering Unmasked Estep 
Score: -8185215.000000 Penalty: 3622.393311
	Iteration 90Q: 3 clusters Score -8185215 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 56493 members 
Entering Unmasked Estep 
Score: -8185216.000000 Penalty: 3622.393311
	Iteration 91Q: 3 clusters Score -8185216 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 56456 members 
Entering Unmasked Estep 
Score: -8185202.500000 Penalty: 3622.393311
	Iteration 92Q: 3 clusters Score -8185202 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 56423 members 
Entering Unmasked Estep 
Score: -8185193.000000 Penalty: 3622.393311
	Iteration 93Q: 3 clusters Score -8185193 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 56377 members 
Entering Unmasked Estep 
Score: -8185198.000000 Penalty: 3622.393311
	Iteration 94Q: 3 clusters Score -8185198 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 56316 members 
Entering Unmasked Estep 
Score: -8185208.000000 Penalty: 3622.393311
	Iteration 95Q: 3 clusters Score -8185208 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 56268 members 
Entering Unmasked Estep 
Score: -8185204.000000 Penalty: 3622.393311
	Iteration 96Q: 3 clusters Score -8185204 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 56229 members 
Entering Unmasked Estep 
Score: -8185210.500000 Penalty: 3622.393311
	Iteration 97Q: 3 clusters Score -8185210 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 56182 members 
Entering Unmasked Estep 
Score: -8185198.500000 Penalty: 3622.393311
	Iteration 98Q: 3 clusters Score -8185198 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 56140 members 
Entering Unmasked Estep 
Score: -8185199.500000 Penalty: 3622.393311
	Iteration 99Q: 3 clusters Score -8185200 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 56099 members 
Entering Unmasked Estep 
Score: -8185211.000000 Penalty: 3622.393311
	Iteration 100F: 3 clusters Score -8185211 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 56061 members 
Entering Unmasked Estep 
Score: -8185207.000000 Penalty: 3622.393311
	Iteration 101Q: 3 clusters Score -8185207 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 56011 members 
Entering Unmasked Estep 
Score: -8185222.500000 Penalty: 3622.393311
	Iteration 102Q: 3 clusters Score -8185222 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 55970 members 
Entering Unmasked Estep 
Score: -8185222.500000 Penalty: 3622.393311
	Iteration 103Q: 3 clusters Score -8185222 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 55910 members 
Entering Unmasked Estep 
Score: -8185221.500000 Penalty: 3622.393311
	Iteration 104Q: 3 clusters Score -8185222 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 55858 members 
Entering Unmasked Estep 
Score: -8185227.000000 Penalty: 3622.393311
	Iteration 105Q: 3 clusters Score -8185227 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 55816 members 
Entering Unmasked Estep 
Score: -8185231.000000 Penalty: 3622.393311
	Iteration 106Q: 3 clusters Score -8185231 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 55761 members 
Entering Unmasked Estep 
Score: -8185231.000000 Penalty: 3622.393311
	Iteration 107Q: 3 clusters Score -8185231 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 55714 members 
Entering Unmasked Estep 
Score: -8185228.000000 Penalty: 3622.393311
	Iteration 108Q: 3 clusters Score -8185228 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 55671 members 
Entering Unmasked Estep 
Score: -8185215.000000 Penalty: 3622.393311
	Iteration 109Q: 3 clusters Score -8185215 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 55633 members 
Entering Unmasked Estep 
Score: -8185212.500000 Penalty: 3622.393311
	Iteration 110Q: 3 clusters Score -8185212 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 55606 members 
Entering Unmasked Estep 
Score: -8185216.500000 Penalty: 3622.393311
	Iteration 111Q: 3 clusters Score -8185216 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 55587 members 
Entering Unmasked Estep 
Score: -8185211.000000 Penalty: 3622.393311
	Iteration 112Q: 3 clusters Score -8185211 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 55559 members 
Entering Unmasked Estep 
Score: -8185192.500000 Penalty: 3622.393311
	Iteration 113Q: 3 clusters Score -8185192 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 55532 members 
Entering Unmasked Estep 
Score: -8185192.500000 Penalty: 3622.393311
	Iteration 114Q: 3 clusters Score -8185192 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 55500 members 
Entering Unmasked Estep 
Score: -8185188.000000 Penalty: 3622.393311
	Iteration 115Q: 3 clusters Score -8185188 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 55473 members 
Entering Unmasked Estep 
Score: -8185182.000000 Penalty: 3622.393311
	Iteration 116Q: 3 clusters Score -8185182 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 55438 members 
Entering Unmasked Estep 
Score: -8185178.000000 Penalty: 3622.393311
	Iteration 117Q: 3 clusters Score -8185178 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 55404 members 
Entering Unmasked Estep 
Score: -8185181.000000 Penalty: 3622.393311
	Iteration 118Q: 3 clusters Score -8185181 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 55382 members 
Entering Unmasked Estep 
Score: -8185185.000000 Penalty: 3622.393311
	Iteration 119Q: 3 clusters Score -8185185 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 55362 members 
Entering Unmasked Estep 
Score: -8185177.000000 Penalty: 3622.393311
	Iteration 120F: 3 clusters Score -8185177 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 55343 members 
Entering Unmasked Estep 
Score: -8185175.000000 Penalty: 3622.393311
	Iteration 121Q: 3 clusters Score -8185175 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 55321 members 
Entering Unmasked Estep 
Score: -8185178.000000 Penalty: 3622.393311
	Iteration 122Q: 3 clusters Score -8185178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 55308 members 
Entering Unmasked Estep 
Score: -8185182.000000 Penalty: 3622.393311
	Iteration 123Q: 3 clusters Score -8185182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 55294 members 
Entering Unmasked Estep 
Score: -8185176.000000 Penalty: 3622.393311
	Iteration 124Q: 3 clusters Score -8185176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 55276 members 
Entering Unmasked Estep 
Score: -8185170.000000 Penalty: 3622.393311
	Iteration 125Q: 3 clusters Score -8185170 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 55251 members 
Entering Unmasked Estep 
Score: -8185165.500000 Penalty: 3622.393311
	Iteration 126Q: 3 clusters Score -8185166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 55225 members 
Entering Unmasked Estep 
Score: -8185155.500000 Penalty: 3622.393311
	Iteration 127Q: 3 clusters Score -8185156 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 55200 members 
Entering Unmasked Estep 
Score: -8185146.500000 Penalty: 3622.393311
	Iteration 128Q: 3 clusters Score -8185146 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 55175 members 
Entering Unmasked Estep 
Score: -8185154.000000 Penalty: 3622.393311
	Iteration 129Q: 3 clusters Score -8185154 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 55144 members 
Entering Unmasked Estep 
Score: -8185153.000000 Penalty: 3622.393311
	Iteration 130Q: 3 clusters Score -8185153 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 55116 members 
Entering Unmasked Estep 
Score: -8185140.500000 Penalty: 3622.393311
	Iteration 131Q: 3 clusters Score -8185140 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 55092 members 
Entering Unmasked Estep 
Score: -8185125.000000 Penalty: 3622.393311
	Iteration 132Q: 3 clusters Score -8185125 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 55069 members 
Entering Unmasked Estep 
Score: -8185125.500000 Penalty: 3622.393311
	Iteration 133Q: 3 clusters Score -8185126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 55048 members 
Entering Unmasked Estep 
Score: -8185121.000000 Penalty: 3622.393311
	Iteration 134Q: 3 clusters Score -8185121 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 55031 members 
Entering Unmasked Estep 
Score: -8185122.500000 Penalty: 3622.393311
	Iteration 135Q: 3 clusters Score -8185122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 55010 members 
Entering Unmasked Estep 
Score: -8185133.000000 Penalty: 3622.393311
	Iteration 136Q: 3 clusters Score -8185133 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 54987 members 
Entering Unmasked Estep 
Score: -8185131.500000 Penalty: 3622.393311
	Iteration 137Q: 3 clusters Score -8185132 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 54964 members 
Entering Unmasked Estep 
Score: -8185121.000000 Penalty: 3622.393311
	Iteration 138Q: 3 clusters Score -8185121 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 54940 members 
Entering Unmasked Estep 
Score: -8185131.000000 Penalty: 3622.393311
	Iteration 139Q: 3 clusters Score -8185131 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 54913 members 
Entering Unmasked Estep 
Score: -8185123.500000 Penalty: 3622.393311
	Iteration 140F: 3 clusters Score -8185124 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 54888 members 
Entering Unmasked Estep 
Score: -8185129.500000 Penalty: 3622.393311
	Iteration 141Q: 3 clusters Score -8185130 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 54857 members 
Entering Unmasked Estep 
Score: -8185126.000000 Penalty: 3622.393311
	Iteration 142Q: 3 clusters Score -8185126 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 54823 members 
Entering Unmasked Estep 
Score: -8185121.000000 Penalty: 3622.393311
	Iteration 143Q: 3 clusters Score -8185121 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 54797 members 
Entering Unmasked Estep 
Score: -8185126.500000 Penalty: 3622.393311
	Iteration 144Q: 3 clusters Score -8185126 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 54770 members 
Entering Unmasked Estep 
Score: -8185127.000000 Penalty: 3622.393311
	Iteration 145Q: 3 clusters Score -8185127 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 54746 members 
Entering Unmasked Estep 
Score: -8185133.000000 Penalty: 3622.393311
	Iteration 146Q: 3 clusters Score -8185133 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 54725 members 
Entering Unmasked Estep 
Score: -8185148.000000 Penalty: 3622.393311
	Iteration 147Q: 3 clusters Score -8185148 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 54702 members 
Entering Unmasked Estep 
Score: -8185130.000000 Penalty: 3622.393311
	Iteration 148Q: 3 clusters Score -8185130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 54685 members 
Entering Unmasked Estep 
Score: -8185134.000000 Penalty: 3622.393311
	Iteration 149Q: 3 clusters Score -8185134 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 54657 members 
Entering Unmasked Estep 
Score: -8185124.000000 Penalty: 3622.393311
	Iteration 150Q: 3 clusters Score -8185124 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 54634 members 
Entering Unmasked Estep 
Score: -8185133.000000 Penalty: 3622.393311
	Iteration 151Q: 3 clusters Score -8185133 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 54613 members 
Entering Unmasked Estep 
Score: -8185115.000000 Penalty: 3622.393311
	Iteration 152Q: 3 clusters Score -8185115 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 54592 members 
Entering Unmasked Estep 
Score: -8185124.500000 Penalty: 3622.393311
	Iteration 153Q: 3 clusters Score -8185124 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 54572 members 
Entering Unmasked Estep 
Score: -8185125.500000 Penalty: 3622.393311
	Iteration 154Q: 3 clusters Score -8185126 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 54545 members 
Entering Unmasked Estep 
Score: -8185112.500000 Penalty: 3622.393311
	Iteration 155Q: 3 clusters Score -8185112 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 54519 members 
Entering Unmasked Estep 
Score: -8185122.500000 Penalty: 3622.393311
	Iteration 156Q: 3 clusters Score -8185122 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 54495 members 
Entering Unmasked Estep 
Score: -8185114.500000 Penalty: 3622.393311
	Iteration 157Q: 3 clusters Score -8185114 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 54469 members 
Entering Unmasked Estep 
Score: -8185114.000000 Penalty: 3622.393311
	Iteration 158Q: 3 clusters Score -8185114 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 54445 members 
Entering Unmasked Estep 
Score: -8185117.000000 Penalty: 3622.393311
	Iteration 159Q: 3 clusters Score -8185117 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 54418 members 
Entering Unmasked Estep 
Score: -8185124.000000 Penalty: 3622.393311
	Iteration 160F: 3 clusters Score -8185124 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 54396 members 
Entering Unmasked Estep 
Score: -8185127.500000 Penalty: 3622.393311
	Iteration 161Q: 3 clusters Score -8185128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 54377 members 
Entering Unmasked Estep 
Score: -8185121.500000 Penalty: 3622.393311
	Iteration 162Q: 3 clusters Score -8185122 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 54354 members 
Entering Unmasked Estep 
Score: -8185117.500000 Penalty: 3622.393311
	Iteration 163Q: 3 clusters Score -8185118 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 54331 members 
Entering Unmasked Estep 
Score: -8185123.500000 Penalty: 3622.393311
	Iteration 164Q: 3 clusters Score -8185124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 54318 members 
Entering Unmasked Estep 
Score: -8185125.000000 Penalty: 3622.393311
	Iteration 165Q: 3 clusters Score -8185125 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 54302 members 
Entering Unmasked Estep 
Score: -8185117.000000 Penalty: 3622.393311
	Iteration 166Q: 3 clusters Score -8185117 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 54286 members 
Entering Unmasked Estep 
Score: -8185101.000000 Penalty: 3622.393311
	Iteration 167Q: 3 clusters Score -8185101 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 54272 members 
Entering Unmasked Estep 
Score: -8185102.500000 Penalty: 3622.393311
	Iteration 168Q: 3 clusters Score -8185102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 54258 members 
Entering Unmasked Estep 
Score: -8185101.000000 Penalty: 3622.393311
	Iteration 169Q: 3 clusters Score -8185101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 54245 members 
Entering Unmasked Estep 
Score: -8185106.500000 Penalty: 3622.393311
	Iteration 170Q: 3 clusters Score -8185106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 54231 members 
Entering Unmasked Estep 
Score: -8185113.000000 Penalty: 3622.393311
	Iteration 171Q: 3 clusters Score -8185113 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 54215 members 
Entering Unmasked Estep 
Score: -8185103.500000 Penalty: 3622.393311
	Iteration 172Q: 3 clusters Score -8185104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 54193 members 
Entering Unmasked Estep 
Score: -8185105.500000 Penalty: 3622.393311
	Iteration 173Q: 3 clusters Score -8185106 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 54173 members 
Entering Unmasked Estep 
Score: -8185103.000000 Penalty: 3622.393311
	Iteration 174Q: 3 clusters Score -8185103 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 54157 members 
Entering Unmasked Estep 
Score: -8185106.500000 Penalty: 3622.393311
	Iteration 175Q: 3 clusters Score -8185106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 54134 members 
Entering Unmasked Estep 
Score: -8185099.500000 Penalty: 3622.393311
	Iteration 176Q: 3 clusters Score -8185100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 54115 members 
Entering Unmasked Estep 
Score: -8185105.500000 Penalty: 3622.393311
	Iteration 177Q: 3 clusters Score -8185106 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 54095 members 
Entering Unmasked Estep 
Score: -8185113.000000 Penalty: 3622.393311
	Iteration 178Q: 3 clusters Score -8185113 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 54078 members 
Entering Unmasked Estep 
Score: -8185117.000000 Penalty: 3622.393311
	Iteration 179Q: 3 clusters Score -8185117 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 54063 members 
Entering Unmasked Estep 
Score: -8185115.500000 Penalty: 3622.393311
	Iteration 180F: 3 clusters Score -8185116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 54050 members 
Entering Unmasked Estep 
Score: -8185106.500000 Penalty: 3622.393311
	Iteration 181Q: 3 clusters Score -8185106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 54035 members 
Entering Unmasked Estep 
Score: -8185120.000000 Penalty: 3622.393311
	Iteration 182Q: 3 clusters Score -8185120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 54024 members 
Entering Unmasked Estep 
Score: -8185108.500000 Penalty: 3622.393311
	Iteration 183Q: 3 clusters Score -8185108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 54013 members 
Entering Unmasked Estep 
Score: -8185112.000000 Penalty: 3622.393311
	Iteration 184Q: 3 clusters Score -8185112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 54006 members 
Entering Unmasked Estep 
Score: -8185106.000000 Penalty: 3622.393311
	Iteration 185Q: 3 clusters Score -8185106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 54000 members 
Entering Unmasked Estep 
Score: -8185106.000000 Penalty: 3622.393311
	Iteration 186Q: 3 clusters Score -8185106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 53993 members 
Entering Unmasked Estep 
Score: -8185109.000000 Penalty: 3622.393311
	Iteration 187Q: 3 clusters Score -8185109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 53987 members 
Entering Unmasked Estep 
Score: -8185111.000000 Penalty: 3622.393311
	Iteration 188Q: 3 clusters Score -8185111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 53977 members 
Entering Unmasked Estep 
Score: -8185112.000000 Penalty: 3622.393311
	Iteration 189Q: 3 clusters Score -8185112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 53967 members 
Entering Unmasked Estep 
Score: -8185116.000000 Penalty: 3622.393311
	Iteration 190Q: 3 clusters Score -8185116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 53952 members 
Entering Unmasked Estep 
Score: -8185107.000000 Penalty: 3622.393311
	Iteration 191Q: 3 clusters Score -8185107 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 53928 members 
Entering Unmasked Estep 
Score: -8185109.000000 Penalty: 3622.393311
	Iteration 192Q: 3 clusters Score -8185109 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 53903 members 
Entering Unmasked Estep 
Score: -8185126.500000 Penalty: 3622.393311
	Iteration 193Q: 3 clusters Score -8185126 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 53869 members 
Entering Unmasked Estep 
Score: -8185125.000000 Penalty: 3622.393311
	Iteration 194Q: 3 clusters Score -8185125 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 53840 members 
Entering Unmasked Estep 
Score: -8185115.000000 Penalty: 3622.393311
	Iteration 195Q: 3 clusters Score -8185115 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 53811 members 
Entering Unmasked Estep 
Score: -8185114.000000 Penalty: 3622.393311
	Iteration 196Q: 3 clusters Score -8185114 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 53785 members 
Entering Unmasked Estep 
Score: -8185116.500000 Penalty: 3622.393311
	Iteration 197Q: 3 clusters Score -8185116 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 53762 members 
Entering Unmasked Estep 
Score: -8185116.500000 Penalty: 3622.393311
	Iteration 198Q: 3 clusters Score -8185116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 53740 members 
Entering Unmasked Estep 
Score: -8185121.000000 Penalty: 3622.393311
	Iteration 199Q: 3 clusters Score -8185121 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 53711 members 
Entering Unmasked Estep 
Score: -8185123.500000 Penalty: 3622.393311
	Iteration 200F: 3 clusters Score -8185124 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 53687 members 
Entering Unmasked Estep 
Score: -8185118.000000 Penalty: 3622.393311
	Iteration 201Q: 3 clusters Score -8185118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 53667 members 
Entering Unmasked Estep 
Score: -8185116.500000 Penalty: 3622.393311
	Iteration 202Q: 3 clusters Score -8185116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 53653 members 
Entering Unmasked Estep 
Score: -8185119.500000 Penalty: 3622.393311
	Iteration 203Q: 3 clusters Score -8185120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 53644 members 
Entering Unmasked Estep 
Score: -8185115.000000 Penalty: 3622.393311
	Iteration 204Q: 3 clusters Score -8185115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 53642 members 
Entering Unmasked Estep 
Score: -8185120.000000 Penalty: 3622.393311
	Iteration 205Q: 3 clusters Score -8185120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 53642 members 
Entering Unmasked Estep 
Score: -8185120.000000 Penalty: 3622.393311
	Iteration 206F: 3 clusters Score -8185120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Entering Unmasked Estep 
Score: -35492.914062 Penalty: 973.612976
	Iteration 0F: 2 clusters Score -35492.91 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 200 members 
Entering Unmasked Estep 
Score: -34540.078125 Penalty: 1947.225952
	Iteration 0F: 3 clusters Score -34540.08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -34708.964844 Penalty: 1947.225952
	Iteration 1F: 3 clusters Score -34708.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -34736.429688 Penalty: 1947.225952
	Iteration 2Q: 3 clusters Score -34736.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -34746.238281 Penalty: 1947.225952
	Iteration 3Q: 3 clusters Score -34746.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -34746.820312 Penalty: 1947.225952
	Iteration 4Q: 3 clusters Score -34746.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -34746.820312 Penalty: 1947.225952
	Iteration 5F: 3 clusters Score -34746.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -22251.429688 Penalty: 948.631165
	Iteration 0F: 2 clusters Score -22251.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -21421.169922 Penalty: 1897.262329
	Iteration 0F: 3 clusters Score -21421.17 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -21807.281250 Penalty: 1897.262329
	Iteration 1F: 3 clusters Score -21807.28 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -21935.412109 Penalty: 1897.262329
	Iteration 2F: 3 clusters Score -21935.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -22008.751953 Penalty: 1897.262329
	Iteration 3Q: 3 clusters Score -22008.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -22062.050781 Penalty: 1897.262329
	Iteration 4Q: 3 clusters Score -22062.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -22088.996094 Penalty: 1897.262329
	Iteration 5Q: 3 clusters Score -22089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -22100.888672 Penalty: 1897.262329
	Iteration 6Q: 3 clusters Score -22100.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -22110.378906 Penalty: 1897.262329
	Iteration 7Q: 3 clusters Score -22110.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -22118.246094 Penalty: 1897.262329
	Iteration 8Q: 3 clusters Score -22118.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -22119.947266 Penalty: 1897.262329
	Iteration 9Q: 3 clusters Score -22119.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -22119.947266 Penalty: 1897.262329
	Iteration 10F: 3 clusters Score -22119.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (5504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Entering Unmasked Estep 
Score: -657844.875000 Penalty: 1399.650024
	Iteration 0F: 2 clusters Score -657844.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -653535.687500 Penalty: 2799.300049
	Iteration 0F: 3 clusters Score -653535.7 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -654698.500000 Penalty: 2799.300049
	Iteration 1F: 3 clusters Score -654698.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -654840.250000 Penalty: 2799.300049
	Iteration 2F: 3 clusters Score -654840.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -654924.250000 Penalty: 2799.300049
	Iteration 3Q: 3 clusters Score -654924.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -654984.625000 Penalty: 2799.300049
	Iteration 4Q: 3 clusters Score -654984.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -655043.000000 Penalty: 2799.300049
	Iteration 5Q: 3 clusters Score -655043 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -655089.937500 Penalty: 2799.300049
	Iteration 6Q: 3 clusters Score -655089.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -655128.000000 Penalty: 2799.300049
	Iteration 7Q: 3 clusters Score -655128 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -655157.125000 Penalty: 2799.300049
	Iteration 8Q: 3 clusters Score -655157.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -655188.687500 Penalty: 2799.300049
	Iteration 9Q: 3 clusters Score -655188.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -655221.500000 Penalty: 2799.300049
	Iteration 10Q: 3 clusters Score -655221.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -655252.812500 Penalty: 2799.300049
	Iteration 11Q: 3 clusters Score -655252.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -655284.250000 Penalty: 2799.300049
	Iteration 12Q: 3 clusters Score -655284.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -655312.312500 Penalty: 2799.300049
	Iteration 13Q: 3 clusters Score -655312.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -655337.437500 Penalty: 2799.300049
	Iteration 14Q: 3 clusters Score -655337.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -655363.500000 Penalty: 2799.300049
	Iteration 15Q: 3 clusters Score -655363.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -655394.062500 Penalty: 2799.300049
	Iteration 16Q: 3 clusters Score -655394.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -655423.500000 Penalty: 2799.300049
	Iteration 17Q: 3 clusters Score -655423.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -655457.937500 Penalty: 2799.300049
	Iteration 18Q: 3 clusters Score -655457.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -655501.500000 Penalty: 2799.300049
	Iteration 19Q: 3 clusters Score -655501.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -655556.875000 Penalty: 2799.300049
	Iteration 20F: 3 clusters Score -655556.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -655630.375000 Penalty: 2799.300049
	Iteration 21Q: 3 clusters Score -655630.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -655721.250000 Penalty: 2799.300049
	Iteration 22Q: 3 clusters Score -655721.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -655811.312500 Penalty: 2799.300049
	Iteration 23Q: 3 clusters Score -655811.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -655916.312500 Penalty: 2799.300049
	Iteration 24Q: 3 clusters Score -655916.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -656008.687500 Penalty: 2799.300049
	Iteration 25Q: 3 clusters Score -656008.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -656112.937500 Penalty: 2799.300049
	Iteration 26Q: 3 clusters Score -656112.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -656213.812500 Penalty: 2799.300049
	Iteration 27Q: 3 clusters Score -656213.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -656304.812500 Penalty: 2799.300049
	Iteration 28Q: 3 clusters Score -656304.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -656379.500000 Penalty: 2799.300049
	Iteration 29Q: 3 clusters Score -656379.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -656445.500000 Penalty: 2799.300049
	Iteration 30Q: 3 clusters Score -656445.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -656491.250000 Penalty: 2799.300049
	Iteration 31Q: 3 clusters Score -656491.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -656519.625000 Penalty: 2799.300049
	Iteration 32Q: 3 clusters Score -656519.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -656541.000000 Penalty: 2799.300049
	Iteration 33Q: 3 clusters Score -656541 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -656567.875000 Penalty: 2799.300049
	Iteration 34Q: 3 clusters Score -656567.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -656583.437500 Penalty: 2799.300049
	Iteration 35Q: 3 clusters Score -656583.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -656593.625000 Penalty: 2799.300049
	Iteration 36Q: 3 clusters Score -656593.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -656601.312500 Penalty: 2799.300049
	Iteration 37Q: 3 clusters Score -656601.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -656606.312500 Penalty: 2799.300049
	Iteration 38Q: 3 clusters Score -656606.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -656609.812500 Penalty: 2799.300049
	Iteration 39Q: 3 clusters Score -656609.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -656612.812500 Penalty: 2799.300049
	Iteration 40F: 3 clusters Score -656612.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (90106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90106 members 
Entering Unmasked Estep 
Score: -10746817.000000 Penalty: 1853.920532
	Iteration 0F: 2 clusters Score -1.074682e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44895 members 
Mstep: Class 2 contains 45211 members 
Entering Unmasked Estep 
Score: -10686892.000000 Penalty: 3707.841064
	Iteration 0F: 3 clusters Score -1.068689e+07 nChanged 43039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43388 members 
Mstep: Class 2 contains 46718 members 
Entering Unmasked Estep 
Score: -10711804.000000 Penalty: 3707.841064
	Iteration 1F: 3 clusters Score -1.07118e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42325 members 
Mstep: Class 2 contains 47781 members 
Entering Unmasked Estep 
Score: -10712243.000000 Penalty: 3707.841064
	Iteration 2Q: 3 clusters Score -1.071224e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40669 members 
Mstep: Class 2 contains 49437 members 
Entering Unmasked Estep 
Score: -10712972.000000 Penalty: 3707.841064
	Iteration 3Q: 3 clusters Score -1.071297e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38049 members 
Mstep: Class 2 contains 52057 members 
Entering Unmasked Estep 
Score: -10714113.000000 Penalty: 3707.841064
	Iteration 4Q: 3 clusters Score -1.071411e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34246 members 
Mstep: Class 2 contains 55860 members 
Entering Unmasked Estep 
Score: -10716127.000000 Penalty: 3707.841064
	Iteration 5Q: 3 clusters Score -1.071613e+07 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 61155 members 
Entering Unmasked Estep 
Score: -10719642.000000 Penalty: 3707.841064
	Iteration 6F: 3 clusters Score -1.071964e+07 nChanged 6693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 67722 members 
Entering Unmasked Estep 
Score: -10724903.000000 Penalty: 3707.841064
	Iteration 7F: 3 clusters Score -1.07249e+07 nChanged 7088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 74746 members 
Entering Unmasked Estep 
Score: -10731503.000000 Penalty: 3707.841064
	Iteration 8F: 3 clusters Score -1.07315e+07 nChanged 5772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 80458 members 
Entering Unmasked Estep 
Score: -10737221.000000 Penalty: 3707.841064
	Iteration 9F: 3 clusters Score -1.073722e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 83975 members 
Entering Unmasked Estep 
Score: -10740896.000000 Penalty: 3707.841064
	Iteration 10Q: 3 clusters Score -1.07409e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 86030 members 
Entering Unmasked Estep 
Score: -10743136.000000 Penalty: 3707.841064
	Iteration 11Q: 3 clusters Score -1.074314e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 87123 members 
Entering Unmasked Estep 
Score: -10744267.000000 Penalty: 3707.841064
	Iteration 12Q: 3 clusters Score -1.074427e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 87685 members 
Entering Unmasked Estep 
Score: -10744826.000000 Penalty: 3707.841064
	Iteration 13Q: 3 clusters Score -1.074483e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 88031 members 
Entering Unmasked Estep 
Score: -10745130.000000 Penalty: 3707.841064
	Iteration 14Q: 3 clusters Score -1.074513e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 88231 members 
Entering Unmasked Estep 
Score: -10745307.000000 Penalty: 3707.841064
	Iteration 15Q: 3 clusters Score -1.074531e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 88356 members 
Entering Unmasked Estep 
Score: -10745398.000000 Penalty: 3707.841064
	Iteration 16Q: 3 clusters Score -1.07454e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 88443 members 
Entering Unmasked Estep 
Score: -10745454.000000 Penalty: 3707.841064
	Iteration 17Q: 3 clusters Score -1.074545e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 88507 members 
Entering Unmasked Estep 
Score: -10745512.000000 Penalty: 3707.841064
	Iteration 18Q: 3 clusters Score -1.074551e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 88559 members 
Entering Unmasked Estep 
Score: -10745527.000000 Penalty: 3707.841064
	Iteration 19Q: 3 clusters Score -1.074553e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 88591 members 
Entering Unmasked Estep 
Score: -10745557.000000 Penalty: 3707.841064
	Iteration 20F: 3 clusters Score -1.074556e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 88627 members 
Entering Unmasked Estep 
Score: -10745582.000000 Penalty: 3707.841064
	Iteration 21Q: 3 clusters Score -1.074558e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 88661 members 
Entering Unmasked Estep 
Score: -10745603.000000 Penalty: 3707.841064
	Iteration 22Q: 3 clusters Score -1.07456e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 88688 members 
Entering Unmasked Estep 
Score: -10745616.000000 Penalty: 3707.841064
	Iteration 23Q: 3 clusters Score -1.074562e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 88705 members 
Entering Unmasked Estep 
Score: -10745656.000000 Penalty: 3707.841064
	Iteration 24Q: 3 clusters Score -1.074566e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 88714 members 
Entering Unmasked Estep 
Score: -10745646.000000 Penalty: 3707.841064
	Iteration 25Q: 3 clusters Score -1.074565e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 88727 members 
Entering Unmasked Estep 
Score: -10745662.000000 Penalty: 3707.841064
	Iteration 26Q: 3 clusters Score -1.074566e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 88730 members 
Entering Unmasked Estep 
Score: -10745670.000000 Penalty: 3707.841064
	Iteration 27Q: 3 clusters Score -1.074567e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 88733 members 
Entering Unmasked Estep 
Score: -10745676.000000 Penalty: 3707.841064
	Iteration 28Q: 3 clusters Score -1.074568e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 88737 members 
Entering Unmasked Estep 
Score: -10745667.000000 Penalty: 3707.841064
	Iteration 29Q: 3 clusters Score -1.074567e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 88740 members 
Entering Unmasked Estep 
Score: -10745677.000000 Penalty: 3707.841064
	Iteration 30Q: 3 clusters Score -1.074568e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 88738 members 
Entering Unmasked Estep 
Score: -10745677.000000 Penalty: 3707.841064
	Iteration 31Q: 3 clusters Score -1.074568e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 88742 members 
Entering Unmasked Estep 
Score: -10745682.000000 Penalty: 3707.841064
	Iteration 32Q: 3 clusters Score -1.074568e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 88739 members 
Entering Unmasked Estep 
Score: -10745700.000000 Penalty: 3707.841064
	Iteration 33Q: 3 clusters Score -1.07457e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 88738 members 
Entering Unmasked Estep 
Score: -10745697.000000 Penalty: 3707.841064
	Iteration 34Q: 3 clusters Score -1.07457e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 88743 members 
Entering Unmasked Estep 
Score: -10745698.000000 Penalty: 3707.841064
	Iteration 35Q: 3 clusters Score -1.07457e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 88740 members 
Entering Unmasked Estep 
Score: -10745697.000000 Penalty: 3707.841064
	Iteration 36Q: 3 clusters Score -1.07457e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 88746 members 
Entering Unmasked Estep 
Score: -10745703.000000 Penalty: 3707.841064
	Iteration 37Q: 3 clusters Score -1.07457e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 88741 members 
Entering Unmasked Estep 
Score: -10745702.000000 Penalty: 3707.841064
	Iteration 38Q: 3 clusters Score -1.07457e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 88737 members 
Entering Unmasked Estep 
Score: -10745707.000000 Penalty: 3707.841064
	Iteration 39Q: 3 clusters Score -1.074571e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 88736 members 
Entering Unmasked Estep 
Score: -10745717.000000 Penalty: 3707.841064
	Iteration 40F: 3 clusters Score -1.074572e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 88736 members 
Entering Unmasked Estep 
Score: -10745728.000000 Penalty: 3707.841064
	Iteration 41Q: 3 clusters Score -1.074573e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 88732 members 
Entering Unmasked Estep 
Score: -10745737.000000 Penalty: 3707.841064
	Iteration 42Q: 3 clusters Score -1.074574e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 88726 members 
Entering Unmasked Estep 
Score: -10745743.000000 Penalty: 3707.841064
	Iteration 43Q: 3 clusters Score -1.074574e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 88711 members 
Entering Unmasked Estep 
Score: -10745735.000000 Penalty: 3707.841064
	Iteration 44Q: 3 clusters Score -1.074574e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 88700 members 
Entering Unmasked Estep 
Score: -10745761.000000 Penalty: 3707.841064
	Iteration 45Q: 3 clusters Score -1.074576e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 88689 members 
Entering Unmasked Estep 
Score: -10745757.000000 Penalty: 3707.841064
	Iteration 46Q: 3 clusters Score -1.074576e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 88676 members 
Entering Unmasked Estep 
Score: -10745763.000000 Penalty: 3707.841064
	Iteration 47Q: 3 clusters Score -1.074576e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 88665 members 
Entering Unmasked Estep 
Score: -10745777.000000 Penalty: 3707.841064
	Iteration 48Q: 3 clusters Score -1.074578e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 88659 members 
Entering Unmasked Estep 
Score: -10745788.000000 Penalty: 3707.841064
	Iteration 49Q: 3 clusters Score -1.074579e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 88651 members 
Entering Unmasked Estep 
Score: -10745798.000000 Penalty: 3707.841064
	Iteration 50Q: 3 clusters Score -1.07458e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 88643 members 
Entering Unmasked Estep 
Score: -10745790.000000 Penalty: 3707.841064
	Iteration 51Q: 3 clusters Score -1.074579e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 88635 members 
Entering Unmasked Estep 
Score: -10745806.000000 Penalty: 3707.841064
	Iteration 52Q: 3 clusters Score -1.074581e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 88626 members 
Entering Unmasked Estep 
Score: -10745802.000000 Penalty: 3707.841064
	Iteration 53Q: 3 clusters Score -1.07458e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 88625 members 
Entering Unmasked Estep 
Score: -10745808.000000 Penalty: 3707.841064
	Iteration 54Q: 3 clusters Score -1.074581e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 88622 members 
Entering Unmasked Estep 
Score: -10745807.000000 Penalty: 3707.841064
	Iteration 55Q: 3 clusters Score -1.074581e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 88620 members 
Entering Unmasked Estep 
Score: -10745813.000000 Penalty: 3707.841064
	Iteration 56Q: 3 clusters Score -1.074581e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 88617 members 
Entering Unmasked Estep 
Score: -10745814.000000 Penalty: 3707.841064
	Iteration 57Q: 3 clusters Score -1.074581e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 88615 members 
Entering Unmasked Estep 
Score: -10745822.000000 Penalty: 3707.841064
	Iteration 58Q: 3 clusters Score -1.074582e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 88611 members 
Entering Unmasked Estep 
Score: -10745824.000000 Penalty: 3707.841064
	Iteration 59Q: 3 clusters Score -1.074582e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 88605 members 
Entering Unmasked Estep 
Score: -10745836.000000 Penalty: 3707.841064
	Iteration 60F: 3 clusters Score -1.074584e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 88595 members 
Entering Unmasked Estep 
Score: -10745858.000000 Penalty: 3707.841064
	Iteration 61Q: 3 clusters Score -1.074586e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 88577 members 
Entering Unmasked Estep 
Score: -10745881.000000 Penalty: 3707.841064
	Iteration 62Q: 3 clusters Score -1.074588e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 88562 members 
Entering Unmasked Estep 
Score: -10745879.000000 Penalty: 3707.841064
	Iteration 63Q: 3 clusters Score -1.074588e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 88541 members 
Entering Unmasked Estep 
Score: -10745892.000000 Penalty: 3707.841064
	Iteration 64Q: 3 clusters Score -1.074589e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 88529 members 
Entering Unmasked Estep 
Score: -10745892.000000 Penalty: 3707.841064
	Iteration 65Q: 3 clusters Score -1.074589e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 88521 members 
Entering Unmasked Estep 
Score: -10745899.000000 Penalty: 3707.841064
	Iteration 66Q: 3 clusters Score -1.07459e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 88510 members 
Entering Unmasked Estep 
Score: -10745894.000000 Penalty: 3707.841064
	Iteration 67Q: 3 clusters Score -1.074589e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 88496 members 
Entering Unmasked Estep 
Score: -10745918.000000 Penalty: 3707.841064
	Iteration 68Q: 3 clusters Score -1.074592e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 88488 members 
Entering Unmasked Estep 
Score: -10745920.000000 Penalty: 3707.841064
	Iteration 69Q: 3 clusters Score -1.074592e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 88480 members 
Entering Unmasked Estep 
Score: -10745921.000000 Penalty: 3707.841064
	Iteration 70Q: 3 clusters Score -1.074592e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 88468 members 
Entering Unmasked Estep 
Score: -10745926.000000 Penalty: 3707.841064
	Iteration 71Q: 3 clusters Score -1.074593e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 88462 members 
Entering Unmasked Estep 
Score: -10745929.000000 Penalty: 3707.841064
	Iteration 72Q: 3 clusters Score -1.074593e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 88446 members 
Entering Unmasked Estep 
Score: -10745934.000000 Penalty: 3707.841064
	Iteration 73Q: 3 clusters Score -1.074593e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 88433 members 
Entering Unmasked Estep 
Score: -10745926.000000 Penalty: 3707.841064
	Iteration 74Q: 3 clusters Score -1.074593e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 88426 members 
Entering Unmasked Estep 
Score: -10745941.000000 Penalty: 3707.841064
	Iteration 75Q: 3 clusters Score -1.074594e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 88418 members 
Entering Unmasked Estep 
Score: -10745938.000000 Penalty: 3707.841064
	Iteration 76Q: 3 clusters Score -1.074594e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 88408 members 
Entering Unmasked Estep 
Score: -10745948.000000 Penalty: 3707.841064
	Iteration 77Q: 3 clusters Score -1.074595e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 88397 members 
Entering Unmasked Estep 
Score: -10745948.000000 Penalty: 3707.841064
	Iteration 78Q: 3 clusters Score -1.074595e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 88383 members 
Entering Unmasked Estep 
Score: -10745962.000000 Penalty: 3707.841064
	Iteration 79Q: 3 clusters Score -1.074596e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 88372 members 
Entering Unmasked Estep 
Score: -10745960.000000 Penalty: 3707.841064
	Iteration 80F: 3 clusters Score -1.074596e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 88366 members 
Entering Unmasked Estep 
Score: -10745960.000000 Penalty: 3707.841064
	Iteration 81Q: 3 clusters Score -1.074596e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 88361 members 
Entering Unmasked Estep 
Score: -10745978.000000 Penalty: 3707.841064
	Iteration 82Q: 3 clusters Score -1.074598e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 88354 members 
Entering Unmasked Estep 
Score: -10745973.000000 Penalty: 3707.841064
	Iteration 83Q: 3 clusters Score -1.074597e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 88349 members 
Entering Unmasked Estep 
Score: -10745982.000000 Penalty: 3707.841064
	Iteration 84Q: 3 clusters Score -1.074598e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 88340 members 
Entering Unmasked Estep 
Score: -10745974.000000 Penalty: 3707.841064
	Iteration 85Q: 3 clusters Score -1.074597e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 88333 members 
Entering Unmasked Estep 
Score: -10745978.000000 Penalty: 3707.841064
	Iteration 86Q: 3 clusters Score -1.074598e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 88328 members 
Entering Unmasked Estep 
Score: -10745985.000000 Penalty: 3707.841064
	Iteration 87Q: 3 clusters Score -1.074598e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 88321 members 
Entering Unmasked Estep 
Score: -10745991.000000 Penalty: 3707.841064
	Iteration 88Q: 3 clusters Score -1.074599e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 88316 members 
Entering Unmasked Estep 
Score: -10745986.000000 Penalty: 3707.841064
	Iteration 89Q: 3 clusters Score -1.074599e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 88313 members 
Entering Unmasked Estep 
Score: -10745994.000000 Penalty: 3707.841064
	Iteration 90Q: 3 clusters Score -1.074599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 88310 members 
Entering Unmasked Estep 
Score: -10745997.000000 Penalty: 3707.841064
	Iteration 91Q: 3 clusters Score -1.0746e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 88303 members 
Entering Unmasked Estep 
Score: -10745994.000000 Penalty: 3707.841064
	Iteration 92Q: 3 clusters Score -1.074599e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 88298 members 
Entering Unmasked Estep 
Score: -10745997.000000 Penalty: 3707.841064
	Iteration 93Q: 3 clusters Score -1.0746e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 88285 members 
Entering Unmasked Estep 
Score: -10745997.000000 Penalty: 3707.841064
	Iteration 94Q: 3 clusters Score -1.0746e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 88276 members 
Entering Unmasked Estep 
Score: -10745991.000000 Penalty: 3707.841064
	Iteration 95Q: 3 clusters Score -1.074599e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 88264 members 
Entering Unmasked Estep 
Score: -10745990.000000 Penalty: 3707.841064
	Iteration 96Q: 3 clusters Score -1.074599e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 88255 members 
Entering Unmasked Estep 
Score: -10745997.000000 Penalty: 3707.841064
	Iteration 97Q: 3 clusters Score -1.0746e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 88249 members 
Entering Unmasked Estep 
Score: -10745998.000000 Penalty: 3707.841064
	Iteration 98Q: 3 clusters Score -1.0746e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 88241 members 
Entering Unmasked Estep 
Score: -10745993.000000 Penalty: 3707.841064
	Iteration 99Q: 3 clusters Score -1.074599e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 88234 members 
Entering Unmasked Estep 
Score: -10745997.000000 Penalty: 3707.841064
	Iteration 100F: 3 clusters Score -1.0746e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 88216 members 
Entering Unmasked Estep 
Score: -10746011.000000 Penalty: 3707.841064
	Iteration 101Q: 3 clusters Score -1.074601e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 88202 members 
Entering Unmasked Estep 
Score: -10746020.000000 Penalty: 3707.841064
	Iteration 102Q: 3 clusters Score -1.074602e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 88181 members 
Entering Unmasked Estep 
Score: -10746009.000000 Penalty: 3707.841064
	Iteration 103Q: 3 clusters Score -1.074601e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 88162 members 
Entering Unmasked Estep 
Score: -10746011.000000 Penalty: 3707.841064
	Iteration 104Q: 3 clusters Score -1.074601e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 88144 members 
Entering Unmasked Estep 
Score: -10746039.000000 Penalty: 3707.841064
	Iteration 105Q: 3 clusters Score -1.074604e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 88118 members 
Entering Unmasked Estep 
Score: -10746063.000000 Penalty: 3707.841064
	Iteration 106Q: 3 clusters Score -1.074606e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 88090 members 
Entering Unmasked Estep 
Score: -10746088.000000 Penalty: 3707.841064
	Iteration 107Q: 3 clusters Score -1.074609e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 88056 members 
Entering Unmasked Estep 
Score: -10746094.000000 Penalty: 3707.841064
	Iteration 108Q: 3 clusters Score -1.074609e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 88023 members 
Entering Unmasked Estep 
Score: -10746090.000000 Penalty: 3707.841064
	Iteration 109Q: 3 clusters Score -1.074609e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 88002 members 
Entering Unmasked Estep 
Score: -10746089.000000 Penalty: 3707.841064
	Iteration 110Q: 3 clusters Score -1.074609e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 87972 members 
Entering Unmasked Estep 
Score: -10746102.000000 Penalty: 3707.841064
	Iteration 111Q: 3 clusters Score -1.07461e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 87947 members 
Entering Unmasked Estep 
Score: -10746116.000000 Penalty: 3707.841064
	Iteration 112Q: 3 clusters Score -1.074612e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 87915 members 
Entering Unmasked Estep 
Score: -10746129.000000 Penalty: 3707.841064
	Iteration 113Q: 3 clusters Score -1.074613e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 87880 members 
Entering Unmasked Estep 
Score: -10746143.000000 Penalty: 3707.841064
	Iteration 114Q: 3 clusters Score -1.074614e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 87841 members 
Entering Unmasked Estep 
Score: -10746136.000000 Penalty: 3707.841064
	Iteration 115Q: 3 clusters Score -1.074614e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 87808 members 
Entering Unmasked Estep 
Score: -10746167.000000 Penalty: 3707.841064
	Iteration 116Q: 3 clusters Score -1.074617e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 87774 members 
Entering Unmasked Estep 
Score: -10746163.000000 Penalty: 3707.841064
	Iteration 117Q: 3 clusters Score -1.074616e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 87747 members 
Entering Unmasked Estep 
Score: -10746173.000000 Penalty: 3707.841064
	Iteration 118Q: 3 clusters Score -1.074617e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 87719 members 
Entering Unmasked Estep 
Score: -10746175.000000 Penalty: 3707.841064
	Iteration 119Q: 3 clusters Score -1.074618e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 87707 members 
Entering Unmasked Estep 
Score: -10746189.000000 Penalty: 3707.841064
	Iteration 120F: 3 clusters Score -1.074619e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 87697 members 
Entering Unmasked Estep 
Score: -10746187.000000 Penalty: 3707.841064
	Iteration 121Q: 3 clusters Score -1.074619e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 87687 members 
Entering Unmasked Estep 
Score: -10746194.000000 Penalty: 3707.841064
	Iteration 122Q: 3 clusters Score -1.074619e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 87677 members 
Entering Unmasked Estep 
Score: -10746189.000000 Penalty: 3707.841064
	Iteration 123Q: 3 clusters Score -1.074619e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 87669 members 
Entering Unmasked Estep 
Score: -10746178.000000 Penalty: 3707.841064
	Iteration 124Q: 3 clusters Score -1.074618e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 87654 members 
Entering Unmasked Estep 
Score: -10746188.000000 Penalty: 3707.841064
	Iteration 125Q: 3 clusters Score -1.074619e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 87630 members 
Entering Unmasked Estep 
Score: -10746187.000000 Penalty: 3707.841064
	Iteration 126Q: 3 clusters Score -1.074619e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 87608 members 
Entering Unmasked Estep 
Score: -10746206.000000 Penalty: 3707.841064
	Iteration 127Q: 3 clusters Score -1.074621e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 87590 members 
Entering Unmasked Estep 
Score: -10746201.000000 Penalty: 3707.841064
	Iteration 128Q: 3 clusters Score -1.07462e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 87576 members 
Entering Unmasked Estep 
Score: -10746208.000000 Penalty: 3707.841064
	Iteration 129Q: 3 clusters Score -1.074621e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 87566 members 
Entering Unmasked Estep 
Score: -10746218.000000 Penalty: 3707.841064
	Iteration 130Q: 3 clusters Score -1.074622e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 87559 members 
Entering Unmasked Estep 
Score: -10746208.000000 Penalty: 3707.841064
	Iteration 131Q: 3 clusters Score -1.074621e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 87554 members 
Entering Unmasked Estep 
Score: -10746207.000000 Penalty: 3707.841064
	Iteration 132Q: 3 clusters Score -1.074621e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 87548 members 
Entering Unmasked Estep 
Score: -10746198.000000 Penalty: 3707.841064
	Iteration 133Q: 3 clusters Score -1.07462e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 87540 members 
Entering Unmasked Estep 
Score: -10746212.000000 Penalty: 3707.841064
	Iteration 134Q: 3 clusters Score -1.074621e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 87529 members 
Entering Unmasked Estep 
Score: -10746213.000000 Penalty: 3707.841064
	Iteration 135Q: 3 clusters Score -1.074621e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 87521 members 
Entering Unmasked Estep 
Score: -10746218.000000 Penalty: 3707.841064
	Iteration 136Q: 3 clusters Score -1.074622e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 87514 members 
Entering Unmasked Estep 
Score: -10746238.000000 Penalty: 3707.841064
	Iteration 137Q: 3 clusters Score -1.074624e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 87503 members 
Entering Unmasked Estep 
Score: -10746241.000000 Penalty: 3707.841064
	Iteration 138Q: 3 clusters Score -1.074624e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 87489 members 
Entering Unmasked Estep 
Score: -10746244.000000 Penalty: 3707.841064
	Iteration 139Q: 3 clusters Score -1.074624e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 87481 members 
Entering Unmasked Estep 
Score: -10746250.000000 Penalty: 3707.841064
	Iteration 140F: 3 clusters Score -1.074625e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 87466 members 
Entering Unmasked Estep 
Score: -10746240.000000 Penalty: 3707.841064
	Iteration 141Q: 3 clusters Score -1.074624e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 87447 members 
Entering Unmasked Estep 
Score: -10746252.000000 Penalty: 3707.841064
	Iteration 142Q: 3 clusters Score -1.074625e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 87431 members 
Entering Unmasked Estep 
Score: -10746268.000000 Penalty: 3707.841064
	Iteration 143Q: 3 clusters Score -1.074627e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 87419 members 
Entering Unmasked Estep 
Score: -10746278.000000 Penalty: 3707.841064
	Iteration 144Q: 3 clusters Score -1.074628e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 87403 members 
Entering Unmasked Estep 
Score: -10746290.000000 Penalty: 3707.841064
	Iteration 145Q: 3 clusters Score -1.074629e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 87396 members 
Entering Unmasked Estep 
Score: -10746282.000000 Penalty: 3707.841064
	Iteration 146Q: 3 clusters Score -1.074628e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 87391 members 
Entering Unmasked Estep 
Score: -10746286.000000 Penalty: 3707.841064
	Iteration 147Q: 3 clusters Score -1.074629e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 87389 members 
Entering Unmasked Estep 
Score: -10746277.000000 Penalty: 3707.841064
	Iteration 148Q: 3 clusters Score -1.074628e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 87388 members 
Entering Unmasked Estep 
Score: -10746276.000000 Penalty: 3707.841064
	Iteration 149Q: 3 clusters Score -1.074628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 87386 members 
Entering Unmasked Estep 
Score: -10746286.000000 Penalty: 3707.841064
	Iteration 150Q: 3 clusters Score -1.074629e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 87384 members 
Entering Unmasked Estep 
Score: -10746280.000000 Penalty: 3707.841064
	Iteration 151Q: 3 clusters Score -1.074628e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 87382 members 
Entering Unmasked Estep 
Score: -10746276.000000 Penalty: 3707.841064
	Iteration 152Q: 3 clusters Score -1.074628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 87379 members 
Entering Unmasked Estep 
Score: -10746276.000000 Penalty: 3707.841064
	Iteration 153Q: 3 clusters Score -1.074628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 87377 members 
Entering Unmasked Estep 
Score: -10746273.000000 Penalty: 3707.841064
	Iteration 154Q: 3 clusters Score -1.074627e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 87374 members 
Entering Unmasked Estep 
Score: -10746271.000000 Penalty: 3707.841064
	Iteration 155Q: 3 clusters Score -1.074627e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 87366 members 
Entering Unmasked Estep 
Score: -10746263.000000 Penalty: 3707.841064
	Iteration 156Q: 3 clusters Score -1.074626e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 87360 members 
Entering Unmasked Estep 
Score: -10746273.000000 Penalty: 3707.841064
	Iteration 157Q: 3 clusters Score -1.074627e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 87357 members 
Entering Unmasked Estep 
Score: -10746272.000000 Penalty: 3707.841064
	Iteration 158Q: 3 clusters Score -1.074627e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 87354 members 
Entering Unmasked Estep 
Score: -10746269.000000 Penalty: 3707.841064
	Iteration 159Q: 3 clusters Score -1.074627e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 87351 members 
Entering Unmasked Estep 
Score: -10746269.000000 Penalty: 3707.841064
	Iteration 160F: 3 clusters Score -1.074627e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 87347 members 
Entering Unmasked Estep 
Score: -10746276.000000 Penalty: 3707.841064
	Iteration 161Q: 3 clusters Score -1.074628e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 87334 members 
Entering Unmasked Estep 
Score: -10746286.000000 Penalty: 3707.841064
	Iteration 162Q: 3 clusters Score -1.074629e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 87318 members 
Entering Unmasked Estep 
Score: -10746286.000000 Penalty: 3707.841064
	Iteration 163Q: 3 clusters Score -1.074629e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 87304 members 
Entering Unmasked Estep 
Score: -10746291.000000 Penalty: 3707.841064
	Iteration 164Q: 3 clusters Score -1.074629e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 87293 members 
Entering Unmasked Estep 
Score: -10746298.000000 Penalty: 3707.841064
	Iteration 165Q: 3 clusters Score -1.07463e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 87285 members 
Entering Unmasked Estep 
Score: -10746294.000000 Penalty: 3707.841064
	Iteration 166Q: 3 clusters Score -1.074629e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 87275 members 
Entering Unmasked Estep 
Score: -10746297.000000 Penalty: 3707.841064
	Iteration 167Q: 3 clusters Score -1.07463e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 87261 members 
Entering Unmasked Estep 
Score: -10746303.000000 Penalty: 3707.841064
	Iteration 168Q: 3 clusters Score -1.07463e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 87254 members 
Entering Unmasked Estep 
Score: -10746299.000000 Penalty: 3707.841064
	Iteration 169Q: 3 clusters Score -1.07463e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 87247 members 
Entering Unmasked Estep 
Score: -10746302.000000 Penalty: 3707.841064
	Iteration 170Q: 3 clusters Score -1.07463e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 87237 members 
Entering Unmasked Estep 
Score: -10746297.000000 Penalty: 3707.841064
	Iteration 171Q: 3 clusters Score -1.07463e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 87233 members 
Entering Unmasked Estep 
Score: -10746304.000000 Penalty: 3707.841064
	Iteration 172Q: 3 clusters Score -1.07463e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 87226 members 
Entering Unmasked Estep 
Score: -10746302.000000 Penalty: 3707.841064
	Iteration 173Q: 3 clusters Score -1.07463e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 87220 members 
Entering Unmasked Estep 
Score: -10746308.000000 Penalty: 3707.841064
	Iteration 174Q: 3 clusters Score -1.074631e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 87217 members 
Entering Unmasked Estep 
Score: -10746310.000000 Penalty: 3707.841064
	Iteration 175Q: 3 clusters Score -1.074631e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 87213 members 
Entering Unmasked Estep 
Score: -10746313.000000 Penalty: 3707.841064
	Iteration 176Q: 3 clusters Score -1.074631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 87211 members 
Entering Unmasked Estep 
Score: -10746308.000000 Penalty: 3707.841064
	Iteration 177Q: 3 clusters Score -1.074631e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 87210 members 
Entering Unmasked Estep 
Score: -10746311.000000 Penalty: 3707.841064
	Iteration 178Q: 3 clusters Score -1.074631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 87208 members 
Entering Unmasked Estep 
Score: -10746314.000000 Penalty: 3707.841064
	Iteration 179Q: 3 clusters Score -1.074631e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 87203 members 
Entering Unmasked Estep 
Score: -10746307.000000 Penalty: 3707.841064
	Iteration 180F: 3 clusters Score -1.074631e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Entering Unmasked Estep 
Score: -84314.812500 Penalty: 1085.842651
	Iteration 0F: 2 clusters Score -84314.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -83008.781250 Penalty: 2171.685303
	Iteration 0F: 3 clusters Score -83008.78 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -83252.554688 Penalty: 2171.685303
	Iteration 1F: 3 clusters Score -83252.55 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -83352.171875 Penalty: 2171.685303
	Iteration 2F: 3 clusters Score -83352.17 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -83408.914062 Penalty: 2171.685303
	Iteration 3F: 3 clusters Score -83408.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -83451.187500 Penalty: 2171.685303
	Iteration 4Q: 3 clusters Score -83451.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -83474.031250 Penalty: 2171.685303
	Iteration 5Q: 3 clusters Score -83474.03 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -83500.578125 Penalty: 2171.685303
	Iteration 6Q: 3 clusters Score -83500.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -83519.867188 Penalty: 2171.685303
	Iteration 7Q: 3 clusters Score -83519.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -83527.078125 Penalty: 2171.685303
	Iteration 8Q: 3 clusters Score -83527.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -83529.117188 Penalty: 2171.685303
	Iteration 9Q: 3 clusters Score -83529.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -83529.117188 Penalty: 2171.685303
	Iteration 10F: 3 clusters Score -83529.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (89734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89734 members 
Entering Unmasked Estep 
Score: -10538003.000000 Penalty: 1853.248291
	Iteration 0F: 2 clusters Score -1.0538e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44841 members 
Mstep: Class 2 contains 44893 members 
Entering Unmasked Estep 
Score: -10478173.000000 Penalty: 3706.496582
	Iteration 0F: 3 clusters Score -1.047817e+07 nChanged 42878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44133 members 
Mstep: Class 2 contains 45601 members 
Entering Unmasked Estep 
Score: -10502490.000000 Penalty: 3706.496582
	Iteration 1F: 3 clusters Score -1.050249e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43646 members 
Mstep: Class 2 contains 46088 members 
Entering Unmasked Estep 
Score: -10503027.000000 Penalty: 3706.496582
	Iteration 2Q: 3 clusters Score -1.050303e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42989 members 
Mstep: Class 2 contains 46745 members 
Entering Unmasked Estep 
Score: -10503522.000000 Penalty: 3706.496582
	Iteration 3Q: 3 clusters Score -1.050352e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41973 members 
Mstep: Class 2 contains 47761 members 
Entering Unmasked Estep 
Score: -10504207.000000 Penalty: 3706.496582
	Iteration 4Q: 3 clusters Score -1.050421e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40454 members 
Mstep: Class 2 contains 49280 members 
Entering Unmasked Estep 
Score: -10505410.000000 Penalty: 3706.496582
	Iteration 5Q: 3 clusters Score -1.050541e+07 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38312 members 
Mstep: Class 2 contains 51422 members 
Entering Unmasked Estep 
Score: -10507460.000000 Penalty: 3706.496582
	Iteration 6Q: 3 clusters Score -1.050746e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35618 members 
Mstep: Class 2 contains 54116 members 
Entering Unmasked Estep 
Score: -10510758.000000 Penalty: 3706.496582
	Iteration 7F: 3 clusters Score -1.051076e+07 nChanged 5832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32756 members 
Mstep: Class 2 contains 56978 members 
Entering Unmasked Estep 
Score: -10515575.000000 Penalty: 3706.496582
	Iteration 8F: 3 clusters Score -1.051558e+07 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30284 members 
Mstep: Class 2 contains 59450 members 
Entering Unmasked Estep 
Score: -10520361.000000 Penalty: 3706.496582
	Iteration 9F: 3 clusters Score -1.052036e+07 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28620 members 
Mstep: Class 2 contains 61114 members 
Entering Unmasked Estep 
Score: -10523103.000000 Penalty: 3706.496582
	Iteration 10F: 3 clusters Score -1.05231e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 62486 members 
Entering Unmasked Estep 
Score: -10524491.000000 Penalty: 3706.496582
	Iteration 11Q: 3 clusters Score -1.052449e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 63806 members 
Entering Unmasked Estep 
Score: -10525456.000000 Penalty: 3706.496582
	Iteration 12Q: 3 clusters Score -1.052546e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 65160 members 
Entering Unmasked Estep 
Score: -10526593.000000 Penalty: 3706.496582
	Iteration 13Q: 3 clusters Score -1.052659e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 66527 members 
Entering Unmasked Estep 
Score: -10527879.000000 Penalty: 3706.496582
	Iteration 14Q: 3 clusters Score -1.052788e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 67785 members 
Entering Unmasked Estep 
Score: -10529406.000000 Penalty: 3706.496582
	Iteration 15Q: 3 clusters Score -1.052941e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 68815 members 
Entering Unmasked Estep 
Score: -10530902.000000 Penalty: 3706.496582
	Iteration 16Q: 3 clusters Score -1.05309e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 69641 members 
Entering Unmasked Estep 
Score: -10532281.000000 Penalty: 3706.496582
	Iteration 17Q: 3 clusters Score -1.053228e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 70297 members 
Entering Unmasked Estep 
Score: -10533485.000000 Penalty: 3706.496582
	Iteration 18Q: 3 clusters Score -1.053348e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 70736 members 
Entering Unmasked Estep 
Score: -10534214.000000 Penalty: 3706.496582
	Iteration 19Q: 3 clusters Score -1.053421e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 71097 members 
Entering Unmasked Estep 
Score: -10534802.000000 Penalty: 3706.496582
	Iteration 20F: 3 clusters Score -1.05348e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 71326 members 
Entering Unmasked Estep 
Score: -10535176.000000 Penalty: 3706.496582
	Iteration 21Q: 3 clusters Score -1.053518e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 71526 members 
Entering Unmasked Estep 
Score: -10535362.000000 Penalty: 3706.496582
	Iteration 22Q: 3 clusters Score -1.053536e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 71659 members 
Entering Unmasked Estep 
Score: -10535535.000000 Penalty: 3706.496582
	Iteration 23Q: 3 clusters Score -1.053554e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 71776 members 
Entering Unmasked Estep 
Score: -10535645.000000 Penalty: 3706.496582
	Iteration 24Q: 3 clusters Score -1.053564e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 71931 members 
Entering Unmasked Estep 
Score: -10535709.000000 Penalty: 3706.496582
	Iteration 25Q: 3 clusters Score -1.053571e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 72072 members 
Entering Unmasked Estep 
Score: -10535782.000000 Penalty: 3706.496582
	Iteration 26Q: 3 clusters Score -1.053578e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 72195 members 
Entering Unmasked Estep 
Score: -10535813.000000 Penalty: 3706.496582
	Iteration 27Q: 3 clusters Score -1.053581e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 72309 members 
Entering Unmasked Estep 
Score: -10535845.000000 Penalty: 3706.496582
	Iteration 28Q: 3 clusters Score -1.053584e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 72421 members 
Entering Unmasked Estep 
Score: -10535862.000000 Penalty: 3706.496582
	Iteration 29Q: 3 clusters Score -1.053586e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 72537 members 
Entering Unmasked Estep 
Score: -10535858.000000 Penalty: 3706.496582
	Iteration 30Q: 3 clusters Score -1.053586e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 72632 members 
Entering Unmasked Estep 
Score: -10535860.000000 Penalty: 3706.496582
	Iteration 31Q: 3 clusters Score -1.053586e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 72708 members 
Entering Unmasked Estep 
Score: -10535861.000000 Penalty: 3706.496582
	Iteration 32Q: 3 clusters Score -1.053586e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 72784 members 
Entering Unmasked Estep 
Score: -10535858.000000 Penalty: 3706.496582
	Iteration 33Q: 3 clusters Score -1.053586e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 72868 members 
Entering Unmasked Estep 
Score: -10535863.000000 Penalty: 3706.496582
	Iteration 34Q: 3 clusters Score -1.053586e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 72953 members 
Entering Unmasked Estep 
Score: -10535873.000000 Penalty: 3706.496582
	Iteration 35Q: 3 clusters Score -1.053587e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 73053 members 
Entering Unmasked Estep 
Score: -10535859.000000 Penalty: 3706.496582
	Iteration 36Q: 3 clusters Score -1.053586e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 73156 members 
Entering Unmasked Estep 
Score: -10535857.000000 Penalty: 3706.496582
	Iteration 37Q: 3 clusters Score -1.053586e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 73247 members 
Entering Unmasked Estep 
Score: -10535878.000000 Penalty: 3706.496582
	Iteration 38Q: 3 clusters Score -1.053588e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 73345 members 
Entering Unmasked Estep 
Score: -10535870.000000 Penalty: 3706.496582
	Iteration 39Q: 3 clusters Score -1.053587e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 73461 members 
Entering Unmasked Estep 
Score: -10535879.000000 Penalty: 3706.496582
	Iteration 40F: 3 clusters Score -1.053588e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 73572 members 
Entering Unmasked Estep 
Score: -10535868.000000 Penalty: 3706.496582
	Iteration 41Q: 3 clusters Score -1.053587e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 73679 members 
Entering Unmasked Estep 
Score: -10535897.000000 Penalty: 3706.496582
	Iteration 42Q: 3 clusters Score -1.05359e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 73815 members 
Entering Unmasked Estep 
Score: -10535900.000000 Penalty: 3706.496582
	Iteration 43Q: 3 clusters Score -1.05359e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 73970 members 
Entering Unmasked Estep 
Score: -10535909.000000 Penalty: 3706.496582
	Iteration 44Q: 3 clusters Score -1.053591e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 74131 members 
Entering Unmasked Estep 
Score: -10535938.000000 Penalty: 3706.496582
	Iteration 45Q: 3 clusters Score -1.053594e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 74298 members 
Entering Unmasked Estep 
Score: -10535939.000000 Penalty: 3706.496582
	Iteration 46Q: 3 clusters Score -1.053594e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 74461 members 
Entering Unmasked Estep 
Score: -10535935.000000 Penalty: 3706.496582
	Iteration 47Q: 3 clusters Score -1.053594e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 74628 members 
Entering Unmasked Estep 
Score: -10535928.000000 Penalty: 3706.496582
	Iteration 48Q: 3 clusters Score -1.053593e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 74806 members 
Entering Unmasked Estep 
Score: -10535918.000000 Penalty: 3706.496582
	Iteration 49Q: 3 clusters Score -1.053592e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 74995 members 
Entering Unmasked Estep 
Score: -10535907.000000 Penalty: 3706.496582
	Iteration 50Q: 3 clusters Score -1.053591e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 75173 members 
Entering Unmasked Estep 
Score: -10535918.000000 Penalty: 3706.496582
	Iteration 51Q: 3 clusters Score -1.053592e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 75368 members 
Entering Unmasked Estep 
Score: -10535872.000000 Penalty: 3706.496582
	Iteration 52Q: 3 clusters Score -1.053587e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 75579 members 
Entering Unmasked Estep 
Score: -10535874.000000 Penalty: 3706.496582
	Iteration 53Q: 3 clusters Score -1.053587e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 75767 members 
Entering Unmasked Estep 
Score: -10535905.000000 Penalty: 3706.496582
	Iteration 54Q: 3 clusters Score -1.05359e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 75948 members 
Entering Unmasked Estep 
Score: -10535923.000000 Penalty: 3706.496582
	Iteration 55Q: 3 clusters Score -1.053592e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 76119 members 
Entering Unmasked Estep 
Score: -10535923.000000 Penalty: 3706.496582
	Iteration 56Q: 3 clusters Score -1.053592e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 76300 members 
Entering Unmasked Estep 
Score: -10535919.000000 Penalty: 3706.496582
	Iteration 57Q: 3 clusters Score -1.053592e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 76453 members 
Entering Unmasked Estep 
Score: -10535937.000000 Penalty: 3706.496582
	Iteration 58Q: 3 clusters Score -1.053594e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 76596 members 
Entering Unmasked Estep 
Score: -10535945.000000 Penalty: 3706.496582
	Iteration 59Q: 3 clusters Score -1.053594e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 76742 members 
Entering Unmasked Estep 
Score: -10535934.000000 Penalty: 3706.496582
	Iteration 60F: 3 clusters Score -1.053593e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 76868 members 
Entering Unmasked Estep 
Score: -10535938.000000 Penalty: 3706.496582
	Iteration 61Q: 3 clusters Score -1.053594e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 76998 members 
Entering Unmasked Estep 
Score: -10535919.000000 Penalty: 3706.496582
	Iteration 62Q: 3 clusters Score -1.053592e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 77133 members 
Entering Unmasked Estep 
Score: -10535929.000000 Penalty: 3706.496582
	Iteration 63Q: 3 clusters Score -1.053593e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 77271 members 
Entering Unmasked Estep 
Score: -10535913.000000 Penalty: 3706.496582
	Iteration 64Q: 3 clusters Score -1.053591e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 77417 members 
Entering Unmasked Estep 
Score: -10535930.000000 Penalty: 3706.496582
	Iteration 65Q: 3 clusters Score -1.053593e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 77561 members 
Entering Unmasked Estep 
Score: -10535946.000000 Penalty: 3706.496582
	Iteration 66Q: 3 clusters Score -1.053595e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 77731 members 
Entering Unmasked Estep 
Score: -10535946.000000 Penalty: 3706.496582
	Iteration 67Q: 3 clusters Score -1.053595e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 77944 members 
Entering Unmasked Estep 
Score: -10535956.000000 Penalty: 3706.496582
	Iteration 68Q: 3 clusters Score -1.053596e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 78193 members 
Entering Unmasked Estep 
Score: -10535952.000000 Penalty: 3706.496582
	Iteration 69Q: 3 clusters Score -1.053595e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 78433 members 
Entering Unmasked Estep 
Score: -10535987.000000 Penalty: 3706.496582
	Iteration 70Q: 3 clusters Score -1.053599e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 78638 members 
Entering Unmasked Estep 
Score: -10535961.000000 Penalty: 3706.496582
	Iteration 71Q: 3 clusters Score -1.053596e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 78847 members 
Entering Unmasked Estep 
Score: -10535945.000000 Penalty: 3706.496582
	Iteration 72Q: 3 clusters Score -1.053594e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 79040 members 
Entering Unmasked Estep 
Score: -10535950.000000 Penalty: 3706.496582
	Iteration 73Q: 3 clusters Score -1.053595e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 79223 members 
Entering Unmasked Estep 
Score: -10535955.000000 Penalty: 3706.496582
	Iteration 74Q: 3 clusters Score -1.053596e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 79394 members 
Entering Unmasked Estep 
Score: -10535937.000000 Penalty: 3706.496582
	Iteration 75Q: 3 clusters Score -1.053594e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 79544 members 
Entering Unmasked Estep 
Score: -10535929.000000 Penalty: 3706.496582
	Iteration 76Q: 3 clusters Score -1.053593e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 79719 members 
Entering Unmasked Estep 
Score: -10535964.000000 Penalty: 3706.496582
	Iteration 77Q: 3 clusters Score -1.053596e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 79874 members 
Entering Unmasked Estep 
Score: -10535953.000000 Penalty: 3706.496582
	Iteration 78Q: 3 clusters Score -1.053595e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 80038 members 
Entering Unmasked Estep 
Score: -10535948.000000 Penalty: 3706.496582
	Iteration 79Q: 3 clusters Score -1.053595e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 80190 members 
Entering Unmasked Estep 
Score: -10535927.000000 Penalty: 3706.496582
	Iteration 80F: 3 clusters Score -1.053593e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 80323 members 
Entering Unmasked Estep 
Score: -10535925.000000 Penalty: 3706.496582
	Iteration 81Q: 3 clusters Score -1.053592e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 80447 members 
Entering Unmasked Estep 
Score: -10535921.000000 Penalty: 3706.496582
	Iteration 82Q: 3 clusters Score -1.053592e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 80558 members 
Entering Unmasked Estep 
Score: -10535919.000000 Penalty: 3706.496582
	Iteration 83Q: 3 clusters Score -1.053592e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 80667 members 
Entering Unmasked Estep 
Score: -10535909.000000 Penalty: 3706.496582
	Iteration 84Q: 3 clusters Score -1.053591e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 80770 members 
Entering Unmasked Estep 
Score: -10535906.000000 Penalty: 3706.496582
	Iteration 85Q: 3 clusters Score -1.053591e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 80878 members 
Entering Unmasked Estep 
Score: -10535910.000000 Penalty: 3706.496582
	Iteration 86Q: 3 clusters Score -1.053591e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 80982 members 
Entering Unmasked Estep 
Score: -10535918.000000 Penalty: 3706.496582
	Iteration 87Q: 3 clusters Score -1.053592e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 81085 members 
Entering Unmasked Estep 
Score: -10535915.000000 Penalty: 3706.496582
	Iteration 88Q: 3 clusters Score -1.053592e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 81191 members 
Entering Unmasked Estep 
Score: -10535907.000000 Penalty: 3706.496582
	Iteration 89Q: 3 clusters Score -1.053591e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 81287 members 
Entering Unmasked Estep 
Score: -10535902.000000 Penalty: 3706.496582
	Iteration 90Q: 3 clusters Score -1.05359e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 81382 members 
Entering Unmasked Estep 
Score: -10535883.000000 Penalty: 3706.496582
	Iteration 91Q: 3 clusters Score -1.053588e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 81469 members 
Entering Unmasked Estep 
Score: -10535888.000000 Penalty: 3706.496582
	Iteration 92Q: 3 clusters Score -1.053589e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 81536 members 
Entering Unmasked Estep 
Score: -10535909.000000 Penalty: 3706.496582
	Iteration 93Q: 3 clusters Score -1.053591e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 81611 members 
Entering Unmasked Estep 
Score: -10535939.000000 Penalty: 3706.496582
	Iteration 94Q: 3 clusters Score -1.053594e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 81676 members 
Entering Unmasked Estep 
Score: -10535940.000000 Penalty: 3706.496582
	Iteration 95Q: 3 clusters Score -1.053594e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 81741 members 
Entering Unmasked Estep 
Score: -10535948.000000 Penalty: 3706.496582
	Iteration 96Q: 3 clusters Score -1.053595e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 81795 members 
Entering Unmasked Estep 
Score: -10535951.000000 Penalty: 3706.496582
	Iteration 97Q: 3 clusters Score -1.053595e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 81856 members 
Entering Unmasked Estep 
Score: -10535948.000000 Penalty: 3706.496582
	Iteration 98Q: 3 clusters Score -1.053595e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 81917 members 
Entering Unmasked Estep 
Score: -10535940.000000 Penalty: 3706.496582
	Iteration 99Q: 3 clusters Score -1.053594e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 81961 members 
Entering Unmasked Estep 
Score: -10535925.000000 Penalty: 3706.496582
	Iteration 100F: 3 clusters Score -1.053592e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 81995 members 
Entering Unmasked Estep 
Score: -10535919.000000 Penalty: 3706.496582
	Iteration 101Q: 3 clusters Score -1.053592e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 82030 members 
Entering Unmasked Estep 
Score: -10535913.000000 Penalty: 3706.496582
	Iteration 102Q: 3 clusters Score -1.053591e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 82065 members 
Entering Unmasked Estep 
Score: -10535911.000000 Penalty: 3706.496582
	Iteration 103Q: 3 clusters Score -1.053591e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 82095 members 
Entering Unmasked Estep 
Score: -10535903.000000 Penalty: 3706.496582
	Iteration 104Q: 3 clusters Score -1.05359e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 82119 members 
Entering Unmasked Estep 
Score: -10535906.000000 Penalty: 3706.496582
	Iteration 105Q: 3 clusters Score -1.053591e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 82144 members 
Entering Unmasked Estep 
Score: -10535895.000000 Penalty: 3706.496582
	Iteration 106Q: 3 clusters Score -1.05359e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 82161 members 
Entering Unmasked Estep 
Score: -10535908.000000 Penalty: 3706.496582
	Iteration 107Q: 3 clusters Score -1.053591e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 82180 members 
Entering Unmasked Estep 
Score: -10535915.000000 Penalty: 3706.496582
	Iteration 108Q: 3 clusters Score -1.053592e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 82194 members 
Entering Unmasked Estep 
Score: -10535916.000000 Penalty: 3706.496582
	Iteration 109Q: 3 clusters Score -1.053592e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 82203 members 
Entering Unmasked Estep 
Score: -10535923.000000 Penalty: 3706.496582
	Iteration 110Q: 3 clusters Score -1.053592e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 82215 members 
Entering Unmasked Estep 
Score: -10535921.000000 Penalty: 3706.496582
	Iteration 111Q: 3 clusters Score -1.053592e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 82225 members 
Entering Unmasked Estep 
Score: -10535925.000000 Penalty: 3706.496582
	Iteration 112Q: 3 clusters Score -1.053592e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 82231 members 
Entering Unmasked Estep 
Score: -10535927.000000 Penalty: 3706.496582
	Iteration 113Q: 3 clusters Score -1.053593e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 82239 members 
Entering Unmasked Estep 
Score: -10535942.000000 Penalty: 3706.496582
	Iteration 114Q: 3 clusters Score -1.053594e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 82247 members 
Entering Unmasked Estep 
Score: -10535921.000000 Penalty: 3706.496582
	Iteration 115Q: 3 clusters Score -1.053592e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 82259 members 
Entering Unmasked Estep 
Score: -10535917.000000 Penalty: 3706.496582
	Iteration 116Q: 3 clusters Score -1.053592e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 82276 members 
Entering Unmasked Estep 
Score: -10535922.000000 Penalty: 3706.496582
	Iteration 117Q: 3 clusters Score -1.053592e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 82289 members 
Entering Unmasked Estep 
Score: -10535920.000000 Penalty: 3706.496582
	Iteration 118Q: 3 clusters Score -1.053592e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 82308 members 
Entering Unmasked Estep 
Score: -10535922.000000 Penalty: 3706.496582
	Iteration 119Q: 3 clusters Score -1.053592e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 82316 members 
Entering Unmasked Estep 
Score: -10535910.000000 Penalty: 3706.496582
	Iteration 120F: 3 clusters Score -1.053591e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 82322 members 
Entering Unmasked Estep 
Score: -10535908.000000 Penalty: 3706.496582
	Iteration 121Q: 3 clusters Score -1.053591e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 82327 members 
Entering Unmasked Estep 
Score: -10535916.000000 Penalty: 3706.496582
	Iteration 122Q: 3 clusters Score -1.053592e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 82330 members 
Entering Unmasked Estep 
Score: -10535916.000000 Penalty: 3706.496582
	Iteration 123Q: 3 clusters Score -1.053592e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 82340 members 
Entering Unmasked Estep 
Score: -10535916.000000 Penalty: 3706.496582
	Iteration 124Q: 3 clusters Score -1.053592e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 82347 members 
Entering Unmasked Estep 
Score: -10535923.000000 Penalty: 3706.496582
	Iteration 125Q: 3 clusters Score -1.053592e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 82355 members 
Entering Unmasked Estep 
Score: -10535918.000000 Penalty: 3706.496582
	Iteration 126Q: 3 clusters Score -1.053592e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 82364 members 
Entering Unmasked Estep 
Score: -10535921.000000 Penalty: 3706.496582
	Iteration 127Q: 3 clusters Score -1.053592e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 82374 members 
Entering Unmasked Estep 
Score: -10535933.000000 Penalty: 3706.496582
	Iteration 128Q: 3 clusters Score -1.053593e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 82384 members 
Entering Unmasked Estep 
Score: -10535934.000000 Penalty: 3706.496582
	Iteration 129Q: 3 clusters Score -1.053593e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 82396 members 
Entering Unmasked Estep 
Score: -10535926.000000 Penalty: 3706.496582
	Iteration 130Q: 3 clusters Score -1.053593e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 82414 members 
Entering Unmasked Estep 
Score: -10535926.000000 Penalty: 3706.496582
	Iteration 131Q: 3 clusters Score -1.053593e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 82423 members 
Entering Unmasked Estep 
Score: -10535939.000000 Penalty: 3706.496582
	Iteration 132Q: 3 clusters Score -1.053594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 82426 members 
Entering Unmasked Estep 
Score: -10535938.000000 Penalty: 3706.496582
	Iteration 133Q: 3 clusters Score -1.053594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 82429 members 
Entering Unmasked Estep 
Score: -10535937.000000 Penalty: 3706.496582
	Iteration 134Q: 3 clusters Score -1.053594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 82432 members 
Entering Unmasked Estep 
Score: -10535935.000000 Penalty: 3706.496582
	Iteration 135Q: 3 clusters Score -1.053594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 82436 members 
Entering Unmasked Estep 
Score: -10535938.000000 Penalty: 3706.496582
	Iteration 136Q: 3 clusters Score -1.053594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 82439 members 
Entering Unmasked Estep 
Score: -10535931.000000 Penalty: 3706.496582
	Iteration 137Q: 3 clusters Score -1.053593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 82442 members 
Entering Unmasked Estep 
Score: -10535935.000000 Penalty: 3706.496582
	Iteration 138Q: 3 clusters Score -1.053594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 82445 members 
Entering Unmasked Estep 
Score: -10535932.000000 Penalty: 3706.496582
	Iteration 139Q: 3 clusters Score -1.053593e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 82450 members 
Entering Unmasked Estep 
Score: -10535928.000000 Penalty: 3706.496582
	Iteration 140F: 3 clusters Score -1.053593e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 82462 members 
Entering Unmasked Estep 
Score: -10535931.000000 Penalty: 3706.496582
	Iteration 141Q: 3 clusters Score -1.053593e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 82468 members 
Entering Unmasked Estep 
Score: -10535931.000000 Penalty: 3706.496582
	Iteration 142Q: 3 clusters Score -1.053593e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 82474 members 
Entering Unmasked Estep 
Score: -10535939.000000 Penalty: 3706.496582
	Iteration 143Q: 3 clusters Score -1.053594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 82476 members 
Entering Unmasked Estep 
Score: -10535934.000000 Penalty: 3706.496582
	Iteration 144Q: 3 clusters Score -1.053593e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 82482 members 
Entering Unmasked Estep 
Score: -10535924.000000 Penalty: 3706.496582
	Iteration 145Q: 3 clusters Score -1.053592e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 82487 members 
Entering Unmasked Estep 
Score: -10535926.000000 Penalty: 3706.496582
	Iteration 146Q: 3 clusters Score -1.053593e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 82495 members 
Entering Unmasked Estep 
Score: -10535927.000000 Penalty: 3706.496582
	Iteration 147Q: 3 clusters Score -1.053593e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 82506 members 
Entering Unmasked Estep 
Score: -10535929.000000 Penalty: 3706.496582
	Iteration 148Q: 3 clusters Score -1.053593e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 82513 members 
Entering Unmasked Estep 
Score: -10535931.000000 Penalty: 3706.496582
	Iteration 149Q: 3 clusters Score -1.053593e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 82522 members 
Entering Unmasked Estep 
Score: -10535922.000000 Penalty: 3706.496582
	Iteration 150Q: 3 clusters Score -1.053592e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 82531 members 
Entering Unmasked Estep 
Score: -10535933.000000 Penalty: 3706.496582
	Iteration 151Q: 3 clusters Score -1.053593e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 82538 members 
Entering Unmasked Estep 
Score: -10535931.000000 Penalty: 3706.496582
	Iteration 152Q: 3 clusters Score -1.053593e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 82544 members 
Entering Unmasked Estep 
Score: -10535925.000000 Penalty: 3706.496582
	Iteration 153Q: 3 clusters Score -1.053592e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 82552 members 
Entering Unmasked Estep 
Score: -10535913.000000 Penalty: 3706.496582
	Iteration 154Q: 3 clusters Score -1.053591e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 82565 members 
Entering Unmasked Estep 
Score: -10535917.000000 Penalty: 3706.496582
	Iteration 155Q: 3 clusters Score -1.053592e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 82577 members 
Entering Unmasked Estep 
Score: -10535925.000000 Penalty: 3706.496582
	Iteration 156Q: 3 clusters Score -1.053592e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 82593 members 
Entering Unmasked Estep 
Score: -10535922.000000 Penalty: 3706.496582
	Iteration 157Q: 3 clusters Score -1.053592e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 82612 members 
Entering Unmasked Estep 
Score: -10535931.000000 Penalty: 3706.496582
	Iteration 158Q: 3 clusters Score -1.053593e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 82624 members 
Entering Unmasked Estep 
Score: -10535921.000000 Penalty: 3706.496582
	Iteration 159Q: 3 clusters Score -1.053592e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 82633 members 
Entering Unmasked Estep 
Score: -10535921.000000 Penalty: 3706.496582
	Iteration 160F: 3 clusters Score -1.053592e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 82641 members 
Entering Unmasked Estep 
Score: -10535917.000000 Penalty: 3706.496582
	Iteration 161Q: 3 clusters Score -1.053592e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 82646 members 
Entering Unmasked Estep 
Score: -10535920.000000 Penalty: 3706.496582
	Iteration 162Q: 3 clusters Score -1.053592e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 82653 members 
Entering Unmasked Estep 
Score: -10535930.000000 Penalty: 3706.496582
	Iteration 163Q: 3 clusters Score -1.053593e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 82663 members 
Entering Unmasked Estep 
Score: -10535925.000000 Penalty: 3706.496582
	Iteration 164Q: 3 clusters Score -1.053592e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 82671 members 
Entering Unmasked Estep 
Score: -10535930.000000 Penalty: 3706.496582
	Iteration 165Q: 3 clusters Score -1.053593e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 82678 members 
Entering Unmasked Estep 
Score: -10535942.000000 Penalty: 3706.496582
	Iteration 166Q: 3 clusters Score -1.053594e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 82684 members 
Entering Unmasked Estep 
Score: -10535941.000000 Penalty: 3706.496582
	Iteration 167Q: 3 clusters Score -1.053594e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 82688 members 
Entering Unmasked Estep 
Score: -10535944.000000 Penalty: 3706.496582
	Iteration 168Q: 3 clusters Score -1.053594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 82694 members 
Entering Unmasked Estep 
Score: -10535944.000000 Penalty: 3706.496582
	Iteration 169Q: 3 clusters Score -1.053594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 82699 members 
Entering Unmasked Estep 
Score: -10535948.000000 Penalty: 3706.496582
	Iteration 170Q: 3 clusters Score -1.053595e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 82710 members 
Entering Unmasked Estep 
Score: -10535946.000000 Penalty: 3706.496582
	Iteration 171Q: 3 clusters Score -1.053595e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 82715 members 
Entering Unmasked Estep 
Score: -10535957.000000 Penalty: 3706.496582
	Iteration 172Q: 3 clusters Score -1.053596e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 82718 members 
Entering Unmasked Estep 
Score: -10535956.000000 Penalty: 3706.496582
	Iteration 173Q: 3 clusters Score -1.053596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 82720 members 
Entering Unmasked Estep 
Score: -10535956.000000 Penalty: 3706.496582
	Iteration 174Q: 3 clusters Score -1.053596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 82724 members 
Entering Unmasked Estep 
Score: -10535956.000000 Penalty: 3706.496582
	Iteration 175Q: 3 clusters Score -1.053596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 82728 members 
Entering Unmasked Estep 
Score: -10535952.000000 Penalty: 3706.496582
	Iteration 176Q: 3 clusters Score -1.053595e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 82733 members 
Entering Unmasked Estep 
Score: -10535960.000000 Penalty: 3706.496582
	Iteration 177Q: 3 clusters Score -1.053596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 82739 members 
Entering Unmasked Estep 
Score: -10535961.000000 Penalty: 3706.496582
	Iteration 178Q: 3 clusters Score -1.053596e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 82746 members 
Entering Unmasked Estep 
Score: -10535967.000000 Penalty: 3706.496582
	Iteration 179Q: 3 clusters Score -1.053597e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 82758 members 
Entering Unmasked Estep 
Score: -10535966.000000 Penalty: 3706.496582
	Iteration 180F: 3 clusters Score -1.053597e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 82774 members 
Entering Unmasked Estep 
Score: -10535970.000000 Penalty: 3706.496582
	Iteration 181Q: 3 clusters Score -1.053597e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 82782 members 
Entering Unmasked Estep 
Score: -10535970.000000 Penalty: 3706.496582
	Iteration 182Q: 3 clusters Score -1.053597e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 82800 members 
Entering Unmasked Estep 
Score: -10535974.000000 Penalty: 3706.496582
	Iteration 183Q: 3 clusters Score -1.053597e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 82817 members 
Entering Unmasked Estep 
Score: -10535969.000000 Penalty: 3706.496582
	Iteration 184Q: 3 clusters Score -1.053597e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 82830 members 
Entering Unmasked Estep 
Score: -10535976.000000 Penalty: 3706.496582
	Iteration 185Q: 3 clusters Score -1.053598e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 82844 members 
Entering Unmasked Estep 
Score: -10535969.000000 Penalty: 3706.496582
	Iteration 186Q: 3 clusters Score -1.053597e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 82851 members 
Entering Unmasked Estep 
Score: -10535968.000000 Penalty: 3706.496582
	Iteration 187Q: 3 clusters Score -1.053597e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 82861 members 
Entering Unmasked Estep 
Score: -10535975.000000 Penalty: 3706.496582
	Iteration 188Q: 3 clusters Score -1.053598e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 82869 members 
Entering Unmasked Estep 
Score: -10535970.000000 Penalty: 3706.496582
	Iteration 189Q: 3 clusters Score -1.053597e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 82872 members 
Entering Unmasked Estep 
Score: -10535970.000000 Penalty: 3706.496582
	Iteration 190Q: 3 clusters Score -1.053597e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 82873 members 
Entering Unmasked Estep 
Score: -10535963.000000 Penalty: 3706.496582
	Iteration 191Q: 3 clusters Score -1.053596e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 82873 members 
Entering Unmasked Estep 
Score: -10535963.000000 Penalty: 3706.496582
	Iteration 192F: 3 clusters Score -1.053596e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (26838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Entering Unmasked Estep 
Score: -3184982.750000 Penalty: 1657.105713
	Iteration 0F: 2 clusters Score -3184983 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 13413 members 
Entering Unmasked Estep 
Score: -3166841.000000 Penalty: 3314.211426
	Iteration 0F: 3 clusters Score -3166841 nChanged 12234
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -3173468.250000 Penalty: 3314.211426
	Iteration 1F: 3 clusters Score -3173468 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -3173703.750000 Penalty: 3314.211426
	Iteration 2Q: 3 clusters Score -3173704 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -3173928.000000 Penalty: 3314.211426
	Iteration 3Q: 3 clusters Score -3173928 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -3174152.750000 Penalty: 3314.211426
	Iteration 4Q: 3 clusters Score -3174153 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -3174343.250000 Penalty: 3314.211426
	Iteration 5Q: 3 clusters Score -3174343 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -3174531.250000 Penalty: 3314.211426
	Iteration 6Q: 3 clusters Score -3174531 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -3174728.250000 Penalty: 3314.211426
	Iteration 7Q: 3 clusters Score -3174728 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -3174963.500000 Penalty: 3314.211426
	Iteration 8Q: 3 clusters Score -3174964 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -3175269.250000 Penalty: 3314.211426
	Iteration 9Q: 3 clusters Score -3175269 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -3175725.250000 Penalty: 3314.211426
	Iteration 10Q: 3 clusters Score -3175725 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -3176414.750000 Penalty: 3314.211426
	Iteration 11Q: 3 clusters Score -3176415 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -3177325.500000 Penalty: 3314.211426
	Iteration 12Q: 3 clusters Score -3177326 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -3178295.750000 Penalty: 3314.211426
	Iteration 13F: 3 clusters Score -3178296 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -3179120.250000 Penalty: 3314.211426
	Iteration 14Q: 3 clusters Score -3179120 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -3179648.250000 Penalty: 3314.211426
	Iteration 15Q: 3 clusters Score -3179648 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -3179957.750000 Penalty: 3314.211426
	Iteration 16Q: 3 clusters Score -3179958 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -3180203.250000 Penalty: 3314.211426
	Iteration 17Q: 3 clusters Score -3180203 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -3180427.000000 Penalty: 3314.211426
	Iteration 18Q: 3 clusters Score -3180427 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -3180676.000000 Penalty: 3314.211426
	Iteration 19Q: 3 clusters Score -3180676 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -3180955.250000 Penalty: 3314.211426
	Iteration 20F: 3 clusters Score -3180955 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -3181230.750000 Penalty: 3314.211426
	Iteration 21Q: 3 clusters Score -3181231 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -3181562.750000 Penalty: 3314.211426
	Iteration 22Q: 3 clusters Score -3181563 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -3181816.500000 Penalty: 3314.211426
	Iteration 23Q: 3 clusters Score -3181816 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -3182050.000000 Penalty: 3314.211426
	Iteration 24Q: 3 clusters Score -3182050 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -3182257.000000 Penalty: 3314.211426
	Iteration 25Q: 3 clusters Score -3182257 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -3182412.750000 Penalty: 3314.211426
	Iteration 26Q: 3 clusters Score -3182413 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -3182576.750000 Penalty: 3314.211426
	Iteration 27Q: 3 clusters Score -3182577 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -3182675.250000 Penalty: 3314.211426
	Iteration 28Q: 3 clusters Score -3182675 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -3182757.750000 Penalty: 3314.211426
	Iteration 29Q: 3 clusters Score -3182758 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -3182824.750000 Penalty: 3314.211426
	Iteration 30Q: 3 clusters Score -3182825 nChanged 163
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -3182891.250000 Penalty: 3314.211426
	Iteration 31Q: 3 clusters Score -3182891 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -3182939.750000 Penalty: 3314.211426
	Iteration 32Q: 3 clusters Score -3182940 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -3182970.000000 Penalty: 3314.211426
	Iteration 33Q: 3 clusters Score -3182970 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -3183004.500000 Penalty: 3314.211426
	Iteration 34Q: 3 clusters Score -3183004 nChanged 83
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -3183027.000000 Penalty: 3314.211426
	Iteration 35Q: 3 clusters Score -3183027 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -3183041.250000 Penalty: 3314.211426
	Iteration 36Q: 3 clusters Score -3183041 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -3183051.500000 Penalty: 3314.211426
	Iteration 37Q: 3 clusters Score -3183052 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -3183062.000000 Penalty: 3314.211426
	Iteration 38Q: 3 clusters Score -3183062 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -3183069.000000 Penalty: 3314.211426
	Iteration 39Q: 3 clusters Score -3183069 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -3183078.250000 Penalty: 3314.211426
	Iteration 40F: 3 clusters Score -3183078 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -3183083.500000 Penalty: 3314.211426
	Iteration 41Q: 3 clusters Score -3183084 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -3183083.000000 Penalty: 3314.211426
	Iteration 42Q: 3 clusters Score -3183083 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -3183087.750000 Penalty: 3314.211426
	Iteration 43Q: 3 clusters Score -3183088 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -3183092.500000 Penalty: 3314.211426
	Iteration 44Q: 3 clusters Score -3183092 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -3183099.250000 Penalty: 3314.211426
	Iteration 45Q: 3 clusters Score -3183099 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -3183110.250000 Penalty: 3314.211426
	Iteration 46Q: 3 clusters Score -3183110 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -3183113.750000 Penalty: 3314.211426
	Iteration 47Q: 3 clusters Score -3183114 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -3183113.250000 Penalty: 3314.211426
	Iteration 48Q: 3 clusters Score -3183113 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -3183125.000000 Penalty: 3314.211426
	Iteration 49Q: 3 clusters Score -3183125 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -3183129.500000 Penalty: 3314.211426
	Iteration 50Q: 3 clusters Score -3183130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -3183129.750000 Penalty: 3314.211426
	Iteration 51Q: 3 clusters Score -3183130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -3183136.250000 Penalty: 3314.211426
	Iteration 52Q: 3 clusters Score -3183136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -3183137.250000 Penalty: 3314.211426
	Iteration 53Q: 3 clusters Score -3183137 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -3183136.250000 Penalty: 3314.211426
	Iteration 54Q: 3 clusters Score -3183136 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -3183144.250000 Penalty: 3314.211426
	Iteration 55Q: 3 clusters Score -3183144 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -3183140.000000 Penalty: 3314.211426
	Iteration 56Q: 3 clusters Score -3183140 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -3183151.500000 Penalty: 3314.211426
	Iteration 57Q: 3 clusters Score -3183152 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -3183163.250000 Penalty: 3314.211426
	Iteration 58Q: 3 clusters Score -3183163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 24436 members 
Entering Unmasked Estep 
Score: -3183162.000000 Penalty: 3314.211426
	Iteration 59Q: 3 clusters Score -3183162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -3183160.250000 Penalty: 3314.211426
	Iteration 60F: 3 clusters Score -3183160 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -3183161.750000 Penalty: 3314.211426
	Iteration 61Q: 3 clusters Score -3183162 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -3183169.000000 Penalty: 3314.211426
	Iteration 62Q: 3 clusters Score -3183169 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -3183176.500000 Penalty: 3314.211426
	Iteration 63Q: 3 clusters Score -3183176 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -3183176.500000 Penalty: 3314.211426
	Iteration 64Q: 3 clusters Score -3183176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -3183182.250000 Penalty: 3314.211426
	Iteration 65Q: 3 clusters Score -3183182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -3183184.250000 Penalty: 3314.211426
	Iteration 66Q: 3 clusters Score -3183184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -3183179.500000 Penalty: 3314.211426
	Iteration 67Q: 3 clusters Score -3183180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -3183178.000000 Penalty: 3314.211426
	Iteration 68Q: 3 clusters Score -3183178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -3183177.250000 Penalty: 3314.211426
	Iteration 69Q: 3 clusters Score -3183177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -3183186.500000 Penalty: 3314.211426
	Iteration 70Q: 3 clusters Score -3183186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 24609 members 
Entering Unmasked Estep 
Score: -3183187.250000 Penalty: 3314.211426
	Iteration 71Q: 3 clusters Score -3183187 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -3183186.750000 Penalty: 3314.211426
	Iteration 72Q: 3 clusters Score -3183187 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -3183193.000000 Penalty: 3314.211426
	Iteration 73Q: 3 clusters Score -3183193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -3183200.500000 Penalty: 3314.211426
	Iteration 74Q: 3 clusters Score -3183200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -3183199.250000 Penalty: 3314.211426
	Iteration 75Q: 3 clusters Score -3183199 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 24667 members 
Entering Unmasked Estep 
Score: -3183201.250000 Penalty: 3314.211426
	Iteration 76Q: 3 clusters Score -3183201 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -3183206.500000 Penalty: 3314.211426
	Iteration 77Q: 3 clusters Score -3183206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -3183206.500000 Penalty: 3314.211426
	Iteration 78Q: 3 clusters Score -3183206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -3183206.750000 Penalty: 3314.211426
	Iteration 79Q: 3 clusters Score -3183207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -3183206.000000 Penalty: 3314.211426
	Iteration 80F: 3 clusters Score -3183206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -3183210.250000 Penalty: 3314.211426
	Iteration 81Q: 3 clusters Score -3183210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -3183213.250000 Penalty: 3314.211426
	Iteration 82Q: 3 clusters Score -3183213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -3183219.500000 Penalty: 3314.211426
	Iteration 83Q: 3 clusters Score -3183220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -3183220.000000 Penalty: 3314.211426
	Iteration 84Q: 3 clusters Score -3183220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -3183220.000000 Penalty: 3314.211426
	Iteration 85Q: 3 clusters Score -3183220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -3183216.500000 Penalty: 3314.211426
	Iteration 86Q: 3 clusters Score -3183216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -3183218.250000 Penalty: 3314.211426
	Iteration 87Q: 3 clusters Score -3183218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -3183220.750000 Penalty: 3314.211426
	Iteration 88Q: 3 clusters Score -3183221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -3183226.250000 Penalty: 3314.211426
	Iteration 89Q: 3 clusters Score -3183226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -3183223.500000 Penalty: 3314.211426
	Iteration 90Q: 3 clusters Score -3183224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -3183227.500000 Penalty: 3314.211426
	Iteration 91Q: 3 clusters Score -3183228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -3183226.500000 Penalty: 3314.211426
	Iteration 92Q: 3 clusters Score -3183226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -3183233.250000 Penalty: 3314.211426
	Iteration 93Q: 3 clusters Score -3183233 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 24832 members 
Entering Unmasked Estep 
Score: -3183231.000000 Penalty: 3314.211426
	Iteration 94Q: 3 clusters Score -3183231 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -3183238.750000 Penalty: 3314.211426
	Iteration 95Q: 3 clusters Score -3183239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -3183237.000000 Penalty: 3314.211426
	Iteration 96Q: 3 clusters Score -3183237 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -3183242.500000 Penalty: 3314.211426
	Iteration 97Q: 3 clusters Score -3183242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -3183239.500000 Penalty: 3314.211426
	Iteration 98Q: 3 clusters Score -3183240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -3183243.250000 Penalty: 3314.211426
	Iteration 99Q: 3 clusters Score -3183243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -3183240.500000 Penalty: 3314.211426
	Iteration 100F: 3 clusters Score -3183240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -3183237.250000 Penalty: 3314.211426
	Iteration 101Q: 3 clusters Score -3183237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -3183246.750000 Penalty: 3314.211426
	Iteration 102Q: 3 clusters Score -3183247 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -3183248.750000 Penalty: 3314.211426
	Iteration 103Q: 3 clusters Score -3183249 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -3183252.750000 Penalty: 3314.211426
	Iteration 104Q: 3 clusters Score -3183253 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -3183257.500000 Penalty: 3314.211426
	Iteration 105Q: 3 clusters Score -3183258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -3183253.000000 Penalty: 3314.211426
	Iteration 106Q: 3 clusters Score -3183253 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -3183258.750000 Penalty: 3314.211426
	Iteration 107Q: 3 clusters Score -3183259 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -3183265.500000 Penalty: 3314.211426
	Iteration 108Q: 3 clusters Score -3183266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 25037 members 
Entering Unmasked Estep 
Score: -3183271.750000 Penalty: 3314.211426
	Iteration 109Q: 3 clusters Score -3183272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -3183277.750000 Penalty: 3314.211426
	Iteration 110Q: 3 clusters Score -3183278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -3183281.000000 Penalty: 3314.211426
	Iteration 111Q: 3 clusters Score -3183281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -3183281.500000 Penalty: 3314.211426
	Iteration 112Q: 3 clusters Score -3183282 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -3183279.750000 Penalty: 3314.211426
	Iteration 113Q: 3 clusters Score -3183280 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 25128 members 
Entering Unmasked Estep 
Score: -3183287.750000 Penalty: 3314.211426
	Iteration 114Q: 3 clusters Score -3183288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -3183291.250000 Penalty: 3314.211426
	Iteration 115Q: 3 clusters Score -3183291 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -3183299.250000 Penalty: 3314.211426
	Iteration 116Q: 3 clusters Score -3183299 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -3183308.250000 Penalty: 3314.211426
	Iteration 117Q: 3 clusters Score -3183308 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -3183320.250000 Penalty: 3314.211426
	Iteration 118Q: 3 clusters Score -3183320 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -3183317.250000 Penalty: 3314.211426
	Iteration 119Q: 3 clusters Score -3183317 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -3183321.000000 Penalty: 3314.211426
	Iteration 120F: 3 clusters Score -3183321 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -3183320.500000 Penalty: 3314.211426
	Iteration 121Q: 3 clusters Score -3183320 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -3183330.250000 Penalty: 3314.211426
	Iteration 122Q: 3 clusters Score -3183330 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -3183345.000000 Penalty: 3314.211426
	Iteration 123Q: 3 clusters Score -3183345 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
Score: -3183355.000000 Penalty: 3314.211426
	Iteration 124Q: 3 clusters Score -3183355 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -3183366.500000 Penalty: 3314.211426
	Iteration 125Q: 3 clusters Score -3183366 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -3183379.000000 Penalty: 3314.211426
	Iteration 126Q: 3 clusters Score -3183379 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 25506 members 
Entering Unmasked Estep 
Score: -3183382.500000 Penalty: 3314.211426
	Iteration 127Q: 3 clusters Score -3183382 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -3183387.500000 Penalty: 3314.211426
	Iteration 128Q: 3 clusters Score -3183388 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -3183393.250000 Penalty: 3314.211426
	Iteration 129Q: 3 clusters Score -3183393 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 25601 members 
Entering Unmasked Estep 
Score: -3183401.500000 Penalty: 3314.211426
	Iteration 130Q: 3 clusters Score -3183402 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -3183412.250000 Penalty: 3314.211426
	Iteration 131Q: 3 clusters Score -3183412 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -3183418.250000 Penalty: 3314.211426
	Iteration 132Q: 3 clusters Score -3183418 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -3183424.750000 Penalty: 3314.211426
	Iteration 133Q: 3 clusters Score -3183425 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -3183432.000000 Penalty: 3314.211426
	Iteration 134Q: 3 clusters Score -3183432 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -3183447.750000 Penalty: 3314.211426
	Iteration 135Q: 3 clusters Score -3183448 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -3183462.750000 Penalty: 3314.211426
	Iteration 136Q: 3 clusters Score -3183463 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -3183478.000000 Penalty: 3314.211426
	Iteration 137Q: 3 clusters Score -3183478 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 25840 members 
Entering Unmasked Estep 
Score: -3183474.000000 Penalty: 3314.211426
	Iteration 138Q: 3 clusters Score -3183474 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
Score: -3183489.250000 Penalty: 3314.211426
	Iteration 139Q: 3 clusters Score -3183489 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -3183500.250000 Penalty: 3314.211426
	Iteration 140F: 3 clusters Score -3183500 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 25936 members 
Entering Unmasked Estep 
Score: -3183510.750000 Penalty: 3314.211426
	Iteration 141Q: 3 clusters Score -3183511 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -3183513.250000 Penalty: 3314.211426
	Iteration 142Q: 3 clusters Score -3183513 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -3183517.500000 Penalty: 3314.211426
	Iteration 143Q: 3 clusters Score -3183518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -3183530.250000 Penalty: 3314.211426
	Iteration 144Q: 3 clusters Score -3183530 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -3183545.500000 Penalty: 3314.211426
	Iteration 145Q: 3 clusters Score -3183546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 26036 members 
Entering Unmasked Estep 
Score: -3183547.000000 Penalty: 3314.211426
	Iteration 146Q: 3 clusters Score -3183547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -3183544.500000 Penalty: 3314.211426
	Iteration 147Q: 3 clusters Score -3183544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -3183553.250000 Penalty: 3314.211426
	Iteration 148Q: 3 clusters Score -3183553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -3183556.750000 Penalty: 3314.211426
	Iteration 149Q: 3 clusters Score -3183557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 26078 members 
Entering Unmasked Estep 
Score: -3183552.250000 Penalty: 3314.211426
	Iteration 150Q: 3 clusters Score -3183552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -3183556.500000 Penalty: 3314.211426
	Iteration 151Q: 3 clusters Score -3183556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -3183557.000000 Penalty: 3314.211426
	Iteration 152Q: 3 clusters Score -3183557 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -3183565.250000 Penalty: 3314.211426
	Iteration 153Q: 3 clusters Score -3183565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -3183568.250000 Penalty: 3314.211426
	Iteration 154Q: 3 clusters Score -3183568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -3183577.500000 Penalty: 3314.211426
	Iteration 155Q: 3 clusters Score -3183578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 26133 members 
Entering Unmasked Estep 
Score: -3183588.000000 Penalty: 3314.211426
	Iteration 156Q: 3 clusters Score -3183588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 26145 members 
Entering Unmasked Estep 
Score: -3183594.250000 Penalty: 3314.211426
	Iteration 157Q: 3 clusters Score -3183594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -3183602.000000 Penalty: 3314.211426
	Iteration 158Q: 3 clusters Score -3183602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 26165 members 
Entering Unmasked Estep 
Score: -3183600.500000 Penalty: 3314.211426
	Iteration 159Q: 3 clusters Score -3183600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -3183606.250000 Penalty: 3314.211426
	Iteration 160F: 3 clusters Score -3183606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -3183611.750000 Penalty: 3314.211426
	Iteration 161Q: 3 clusters Score -3183612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -3183611.250000 Penalty: 3314.211426
	Iteration 162Q: 3 clusters Score -3183611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -3183612.750000 Penalty: 3314.211426
	Iteration 163Q: 3 clusters Score -3183613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -3183612.250000 Penalty: 3314.211426
	Iteration 164Q: 3 clusters Score -3183612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -3183615.500000 Penalty: 3314.211426
	Iteration 165Q: 3 clusters Score -3183616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -3183615.500000 Penalty: 3314.211426
	Iteration 166F: 3 clusters Score -3183616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -24003.251953 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -24003.25 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 163 members 
Entering Unmasked Estep 
Score: -23180.162109 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -23180.16 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -23314.630859 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -23314.63 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -23344.261719 Penalty: 1858.033936
	Iteration 2F: 3 clusters Score -23344.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -23349.912109 Penalty: 1858.033936
	Iteration 3Q: 3 clusters Score -23349.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -23355.183594 Penalty: 1858.033936
	Iteration 4Q: 3 clusters Score -23355.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -23358.599609 Penalty: 1858.033936
	Iteration 5Q: 3 clusters Score -23358.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -23358.599609 Penalty: 1858.033936
	Iteration 6F: 3 clusters Score -23358.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (122265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122265 members 
Entering Unmasked Estep 
Score: -14470538.000000 Penalty: 1903.516235
	Iteration 0F: 2 clusters Score -1.447054e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60932 members 
Mstep: Class 2 contains 61333 members 
Entering Unmasked Estep 
Score: -14394562.000000 Penalty: 3807.032471
	Iteration 0F: 3 clusters Score -1.439456e+07 nChanged 58808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56788 members 
Mstep: Class 2 contains 65477 members 
Entering Unmasked Estep 
Score: -14428883.000000 Penalty: 3807.032471
	Iteration 1F: 3 clusters Score -1.442888e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54185 members 
Mstep: Class 2 contains 68080 members 
Entering Unmasked Estep 
Score: -14429980.000000 Penalty: 3807.032471
	Iteration 2Q: 3 clusters Score -1.442998e+07 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50240 members 
Mstep: Class 2 contains 72025 members 
Entering Unmasked Estep 
Score: -14431757.000000 Penalty: 3807.032471
	Iteration 3Q: 3 clusters Score -1.443176e+07 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44818 members 
Mstep: Class 2 contains 77447 members 
Entering Unmasked Estep 
Score: -14434792.000000 Penalty: 3807.032471
	Iteration 4F: 3 clusters Score -1.443479e+07 nChanged 7821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37515 members 
Mstep: Class 2 contains 84750 members 
Entering Unmasked Estep 
Score: -14439993.000000 Penalty: 3807.032471
	Iteration 5F: 3 clusters Score -1.443999e+07 nChanged 9472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 94110 members 
Entering Unmasked Estep 
Score: -14447424.000000 Penalty: 3807.032471
	Iteration 6F: 3 clusters Score -1.444742e+07 nChanged 9745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 103825 members 
Entering Unmasked Estep 
Score: -14454015.000000 Penalty: 3807.032471
	Iteration 7F: 3 clusters Score -1.445402e+07 nChanged 7131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 110924 members 
Entering Unmasked Estep 
Score: -14459866.000000 Penalty: 3807.032471
	Iteration 8F: 3 clusters Score -1.445987e+07 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 115739 members 
Entering Unmasked Estep 
Score: -14464624.000000 Penalty: 3807.032471
	Iteration 9Q: 3 clusters Score -1.446462e+07 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 118815 members 
Entering Unmasked Estep 
Score: -14466823.000000 Penalty: 3807.032471
	Iteration 10Q: 3 clusters Score -1.446682e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 120376 members 
Entering Unmasked Estep 
Score: -14467954.000000 Penalty: 3807.032471
	Iteration 11Q: 3 clusters Score -1.446795e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 121155 members 
Entering Unmasked Estep 
Score: -14468379.000000 Penalty: 3807.032471
	Iteration 12Q: 3 clusters Score -1.446838e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 121532 members 
Entering Unmasked Estep 
Score: -14468633.000000 Penalty: 3807.032471
	Iteration 13Q: 3 clusters Score -1.446863e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 121693 members 
Entering Unmasked Estep 
Score: -14468732.000000 Penalty: 3807.032471
	Iteration 14Q: 3 clusters Score -1.446873e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 121791 members 
Entering Unmasked Estep 
Score: -14468811.000000 Penalty: 3807.032471
	Iteration 15Q: 3 clusters Score -1.446881e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 121849 members 
Entering Unmasked Estep 
Score: -14468883.000000 Penalty: 3807.032471
	Iteration 16Q: 3 clusters Score -1.446888e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 121879 members 
Entering Unmasked Estep 
Score: -14468879.000000 Penalty: 3807.032471
	Iteration 17Q: 3 clusters Score -1.446888e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 121893 members 
Entering Unmasked Estep 
Score: -14468903.000000 Penalty: 3807.032471
	Iteration 18Q: 3 clusters Score -1.44689e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 121907 members 
Entering Unmasked Estep 
Score: -14468914.000000 Penalty: 3807.032471
	Iteration 19Q: 3 clusters Score -1.446891e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 121913 members 
Entering Unmasked Estep 
Score: -14468925.000000 Penalty: 3807.032471
	Iteration 20F: 3 clusters Score -1.446892e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 121917 members 
Entering Unmasked Estep 
Score: -14468926.000000 Penalty: 3807.032471
	Iteration 21Q: 3 clusters Score -1.446893e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 121922 members 
Entering Unmasked Estep 
Score: -14468927.000000 Penalty: 3807.032471
	Iteration 22Q: 3 clusters Score -1.446893e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 121926 members 
Entering Unmasked Estep 
Score: -14468928.000000 Penalty: 3807.032471
	Iteration 23Q: 3 clusters Score -1.446893e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 121928 members 
Entering Unmasked Estep 
Score: -14468943.000000 Penalty: 3807.032471
	Iteration 24Q: 3 clusters Score -1.446894e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 121931 members 
Entering Unmasked Estep 
Score: -14468939.000000 Penalty: 3807.032471
	Iteration 25Q: 3 clusters Score -1.446894e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 121931 members 
Entering Unmasked Estep 
Score: -14468939.000000 Penalty: 3807.032471
	Iteration 26F: 3 clusters Score -1.446894e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (40769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40769 members 
Entering Unmasked Estep 
Score: -4840721.000000 Penalty: 1725.047485
	Iteration 0F: 2 clusters Score -4840721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -4813363.500000 Penalty: 3450.094971
	Iteration 0F: 3 clusters Score -4813364 nChanged 18902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -4823786.500000 Penalty: 3450.094971
	Iteration 1F: 3 clusters Score -4823786 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -4824118.000000 Penalty: 3450.094971
	Iteration 2Q: 3 clusters Score -4824118 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -4824403.000000 Penalty: 3450.094971
	Iteration 3Q: 3 clusters Score -4824403 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -4824746.000000 Penalty: 3450.094971
	Iteration 4Q: 3 clusters Score -4824746 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -4825158.500000 Penalty: 3450.094971
	Iteration 5Q: 3 clusters Score -4825158 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -4825844.000000 Penalty: 3450.094971
	Iteration 6Q: 3 clusters Score -4825844 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 27484 members 
Entering Unmasked Estep 
Score: -4827162.000000 Penalty: 3450.094971
	Iteration 7F: 3 clusters Score -4827162 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -4829319.500000 Penalty: 3450.094971
	Iteration 8F: 3 clusters Score -4829320 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 33948 members 
Entering Unmasked Estep 
Score: -4832454.000000 Penalty: 3450.094971
	Iteration 9F: 3 clusters Score -4832454 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 37187 members 
Entering Unmasked Estep 
Score: -4835682.000000 Penalty: 3450.094971
	Iteration 10F: 3 clusters Score -4835682 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 39329 members 
Entering Unmasked Estep 
Score: -4837818.500000 Penalty: 3450.094971
	Iteration 11F: 3 clusters Score -4837818 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 40233 members 
Entering Unmasked Estep 
Score: -4838670.500000 Penalty: 3450.094971
	Iteration 12Q: 3 clusters Score -4838670 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 40511 members 
Entering Unmasked Estep 
Score: -4838968.000000 Penalty: 3450.094971
	Iteration 13Q: 3 clusters Score -4838968 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 40592 members 
Entering Unmasked Estep 
Score: -4839072.500000 Penalty: 3450.094971
	Iteration 14Q: 3 clusters Score -4839072 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -4839114.500000 Penalty: 3450.094971
	Iteration 15Q: 3 clusters Score -4839114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 40635 members 
Entering Unmasked Estep 
Score: -4839147.500000 Penalty: 3450.094971
	Iteration 16Q: 3 clusters Score -4839148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 40641 members 
Entering Unmasked Estep 
Score: -4839162.500000 Penalty: 3450.094971
	Iteration 17Q: 3 clusters Score -4839162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 40645 members 
Entering Unmasked Estep 
Score: -4839172.000000 Penalty: 3450.094971
	Iteration 18Q: 3 clusters Score -4839172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 40647 members 
Entering Unmasked Estep 
Score: -4839181.000000 Penalty: 3450.094971
	Iteration 19Q: 3 clusters Score -4839181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 40647 members 
Entering Unmasked Estep 
Score: -4839184.500000 Penalty: 3450.094971
	Iteration 20F: 3 clusters Score -4839184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 40647 members 
Entering Unmasked Estep 
Score: -4839187.000000 Penalty: 3450.094971
	Iteration 21Q: 3 clusters Score -4839187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 40646 members 
Entering Unmasked Estep 
Score: -4839185.000000 Penalty: 3450.094971
	Iteration 22Q: 3 clusters Score -4839185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 40646 members 
Entering Unmasked Estep 
Score: -4839185.000000 Penalty: 3450.094971
	Iteration 23F: 3 clusters Score -4839185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (100859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100859 members 
Entering Unmasked Estep 
Score: -11955391.000000 Penalty: 1872.240234
	Iteration 0F: 2 clusters Score -1.195539e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50166 members 
Mstep: Class 2 contains 50693 members 
Entering Unmasked Estep 
Score: -11889832.000000 Penalty: 3744.480469
	Iteration 0F: 3 clusters Score -1.188983e+07 nChanged 48354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46378 members 
Mstep: Class 2 contains 54481 members 
Entering Unmasked Estep 
Score: -11917803.000000 Penalty: 3744.480469
	Iteration 1F: 3 clusters Score -1.19178e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44519 members 
Mstep: Class 2 contains 56340 members 
Entering Unmasked Estep 
Score: -11918733.000000 Penalty: 3744.480469
	Iteration 2Q: 3 clusters Score -1.191873e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41951 members 
Mstep: Class 2 contains 58908 members 
Entering Unmasked Estep 
Score: -11920163.000000 Penalty: 3744.480469
	Iteration 3Q: 3 clusters Score -1.192016e+07 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38579 members 
Mstep: Class 2 contains 62280 members 
Entering Unmasked Estep 
Score: -11922656.000000 Penalty: 3744.480469
	Iteration 4F: 3 clusters Score -1.192266e+07 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 66263 members 
Entering Unmasked Estep 
Score: -11926992.000000 Penalty: 3744.480469
	Iteration 5F: 3 clusters Score -1.192699e+07 nChanged 6918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 70049 members 
Entering Unmasked Estep 
Score: -11933157.000000 Penalty: 3744.480469
	Iteration 6F: 3 clusters Score -1.193316e+07 nChanged 6850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28784 members 
Mstep: Class 2 contains 72075 members 
Entering Unmasked Estep 
Score: -11939911.000000 Penalty: 3744.480469
	Iteration 7F: 3 clusters Score -1.193991e+07 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 71869 members 
Entering Unmasked Estep 
Score: -11943998.000000 Penalty: 3744.480469
	Iteration 8F: 3 clusters Score -1.1944e+07 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 70797 members 
Entering Unmasked Estep 
Score: -11945631.000000 Penalty: 3744.480469
	Iteration 9Q: 3 clusters Score -1.194563e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 69583 members 
Entering Unmasked Estep 
Score: -11946529.000000 Penalty: 3744.480469
	Iteration 10Q: 3 clusters Score -1.194653e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32646 members 
Mstep: Class 2 contains 68213 members 
Entering Unmasked Estep 
Score: -11947318.000000 Penalty: 3744.480469
	Iteration 11Q: 3 clusters Score -1.194732e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34094 members 
Mstep: Class 2 contains 66765 members 
Entering Unmasked Estep 
Score: -11948002.000000 Penalty: 3744.480469
	Iteration 12Q: 3 clusters Score -1.1948e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35688 members 
Mstep: Class 2 contains 65171 members 
Entering Unmasked Estep 
Score: -11948789.000000 Penalty: 3744.480469
	Iteration 13Q: 3 clusters Score -1.194879e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37426 members 
Mstep: Class 2 contains 63433 members 
Entering Unmasked Estep 
Score: -11949316.000000 Penalty: 3744.480469
	Iteration 14Q: 3 clusters Score -1.194932e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39256 members 
Mstep: Class 2 contains 61603 members 
Entering Unmasked Estep 
Score: -11949916.000000 Penalty: 3744.480469
	Iteration 15Q: 3 clusters Score -1.194992e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40952 members 
Mstep: Class 2 contains 59907 members 
Entering Unmasked Estep 
Score: -11950224.000000 Penalty: 3744.480469
	Iteration 16Q: 3 clusters Score -1.195022e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42723 members 
Mstep: Class 2 contains 58136 members 
Entering Unmasked Estep 
Score: -11950668.000000 Penalty: 3744.480469
	Iteration 17Q: 3 clusters Score -1.195067e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44587 members 
Mstep: Class 2 contains 56272 members 
Entering Unmasked Estep 
Score: -11950950.000000 Penalty: 3744.480469
	Iteration 18Q: 3 clusters Score -1.195095e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46416 members 
Mstep: Class 2 contains 54443 members 
Entering Unmasked Estep 
Score: -11951024.000000 Penalty: 3744.480469
	Iteration 19Q: 3 clusters Score -1.195102e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48214 members 
Mstep: Class 2 contains 52645 members 
Entering Unmasked Estep 
Score: -11951451.000000 Penalty: 3744.480469
	Iteration 20F: 3 clusters Score -1.195145e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50328 members 
Mstep: Class 2 contains 50531 members 
Entering Unmasked Estep 
Score: -11951672.000000 Penalty: 3744.480469
	Iteration 21Q: 3 clusters Score -1.195167e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52391 members 
Mstep: Class 2 contains 48468 members 
Entering Unmasked Estep 
Score: -11951839.000000 Penalty: 3744.480469
	Iteration 22Q: 3 clusters Score -1.195184e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54413 members 
Mstep: Class 2 contains 46446 members 
Entering Unmasked Estep 
Score: -11951932.000000 Penalty: 3744.480469
	Iteration 23Q: 3 clusters Score -1.195193e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56274 members 
Mstep: Class 2 contains 44585 members 
Entering Unmasked Estep 
Score: -11952034.000000 Penalty: 3744.480469
	Iteration 24Q: 3 clusters Score -1.195203e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58068 members 
Mstep: Class 2 contains 42791 members 
Entering Unmasked Estep 
Score: -11952082.000000 Penalty: 3744.480469
	Iteration 25Q: 3 clusters Score -1.195208e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59751 members 
Mstep: Class 2 contains 41108 members 
Entering Unmasked Estep 
Score: -11952134.000000 Penalty: 3744.480469
	Iteration 26Q: 3 clusters Score -1.195213e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61215 members 
Mstep: Class 2 contains 39644 members 
Entering Unmasked Estep 
Score: -11952184.000000 Penalty: 3744.480469
	Iteration 27Q: 3 clusters Score -1.195218e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62661 members 
Mstep: Class 2 contains 38198 members 
Entering Unmasked Estep 
Score: -11952184.000000 Penalty: 3744.480469
	Iteration 28Q: 3 clusters Score -1.195218e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64105 members 
Mstep: Class 2 contains 36754 members 
Entering Unmasked Estep 
Score: -11952235.000000 Penalty: 3744.480469
	Iteration 29Q: 3 clusters Score -1.195224e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65442 members 
Mstep: Class 2 contains 35417 members 
Entering Unmasked Estep 
Score: -11952253.000000 Penalty: 3744.480469
	Iteration 30Q: 3 clusters Score -1.195225e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66756 members 
Mstep: Class 2 contains 34103 members 
Entering Unmasked Estep 
Score: -11952264.000000 Penalty: 3744.480469
	Iteration 31Q: 3 clusters Score -1.195226e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68013 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -11952307.000000 Penalty: 3744.480469
	Iteration 32Q: 3 clusters Score -1.195231e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69184 members 
Mstep: Class 2 contains 31675 members 
Entering Unmasked Estep 
Score: -11952272.000000 Penalty: 3744.480469
	Iteration 33Q: 3 clusters Score -1.195227e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70250 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -11952322.000000 Penalty: 3744.480469
	Iteration 34Q: 3 clusters Score -1.195232e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71299 members 
Mstep: Class 2 contains 29560 members 
Entering Unmasked Estep 
Score: -11952390.000000 Penalty: 3744.480469
	Iteration 35Q: 3 clusters Score -1.195239e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72436 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -11952395.000000 Penalty: 3744.480469
	Iteration 36Q: 3 clusters Score -1.19524e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73622 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -11952408.000000 Penalty: 3744.480469
	Iteration 37Q: 3 clusters Score -1.195241e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74768 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -11952421.000000 Penalty: 3744.480469
	Iteration 38Q: 3 clusters Score -1.195242e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75828 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -11952457.000000 Penalty: 3744.480469
	Iteration 39Q: 3 clusters Score -1.195246e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76814 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -11952518.000000 Penalty: 3744.480469
	Iteration 40F: 3 clusters Score -1.195252e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77898 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -11952561.000000 Penalty: 3744.480469
	Iteration 41Q: 3 clusters Score -1.195256e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79064 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -11952600.000000 Penalty: 3744.480469
	Iteration 42Q: 3 clusters Score -1.19526e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80355 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -11952660.000000 Penalty: 3744.480469
	Iteration 43Q: 3 clusters Score -1.195266e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81614 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -11952726.000000 Penalty: 3744.480469
	Iteration 44Q: 3 clusters Score -1.195273e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82922 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -11953033.000000 Penalty: 3744.480469
	Iteration 45Q: 3 clusters Score -1.195303e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84037 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -11953321.000000 Penalty: 3744.480469
	Iteration 46Q: 3 clusters Score -1.195332e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84958 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -11953567.000000 Penalty: 3744.480469
	Iteration 47Q: 3 clusters Score -1.195357e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85752 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -11953731.000000 Penalty: 3744.480469
	Iteration 48Q: 3 clusters Score -1.195373e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86424 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -11953817.000000 Penalty: 3744.480469
	Iteration 49Q: 3 clusters Score -1.195382e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86967 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -11953912.000000 Penalty: 3744.480469
	Iteration 50Q: 3 clusters Score -1.195391e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87456 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -11953949.000000 Penalty: 3744.480469
	Iteration 51Q: 3 clusters Score -1.195395e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87906 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -11953961.000000 Penalty: 3744.480469
	Iteration 52Q: 3 clusters Score -1.195396e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88321 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -11953953.000000 Penalty: 3744.480469
	Iteration 53Q: 3 clusters Score -1.195395e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88702 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -11953967.000000 Penalty: 3744.480469
	Iteration 54Q: 3 clusters Score -1.195397e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89087 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -11953950.000000 Penalty: 3744.480469
	Iteration 55Q: 3 clusters Score -1.195395e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89403 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -11953977.000000 Penalty: 3744.480469
	Iteration 56Q: 3 clusters Score -1.195398e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89774 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -11954003.000000 Penalty: 3744.480469
	Iteration 57Q: 3 clusters Score -1.1954e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90080 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -11954008.000000 Penalty: 3744.480469
	Iteration 58Q: 3 clusters Score -1.195401e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90362 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -11954020.000000 Penalty: 3744.480469
	Iteration 59Q: 3 clusters Score -1.195402e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90590 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -11954021.000000 Penalty: 3744.480469
	Iteration 60F: 3 clusters Score -1.195402e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90780 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -11954009.000000 Penalty: 3744.480469
	Iteration 61Q: 3 clusters Score -1.195401e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90968 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -11954007.000000 Penalty: 3744.480469
	Iteration 62Q: 3 clusters Score -1.195401e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91130 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -11954009.000000 Penalty: 3744.480469
	Iteration 63Q: 3 clusters Score -1.195401e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91305 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -11953980.000000 Penalty: 3744.480469
	Iteration 64Q: 3 clusters Score -1.195398e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91478 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -11953960.000000 Penalty: 3744.480469
	Iteration 65Q: 3 clusters Score -1.195396e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91606 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -11953959.000000 Penalty: 3744.480469
	Iteration 66Q: 3 clusters Score -1.195396e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91739 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -11953983.000000 Penalty: 3744.480469
	Iteration 67Q: 3 clusters Score -1.195398e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91873 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -11953945.000000 Penalty: 3744.480469
	Iteration 68Q: 3 clusters Score -1.195394e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91967 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -11953910.000000 Penalty: 3744.480469
	Iteration 69Q: 3 clusters Score -1.195391e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92099 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -11953903.000000 Penalty: 3744.480469
	Iteration 70Q: 3 clusters Score -1.19539e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92224 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -11953894.000000 Penalty: 3744.480469
	Iteration 71Q: 3 clusters Score -1.195389e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92309 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -11953856.000000 Penalty: 3744.480469
	Iteration 72Q: 3 clusters Score -1.195386e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92400 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -11953850.000000 Penalty: 3744.480469
	Iteration 73Q: 3 clusters Score -1.195385e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92501 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -11953859.000000 Penalty: 3744.480469
	Iteration 74Q: 3 clusters Score -1.195386e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92594 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -11953865.000000 Penalty: 3744.480469
	Iteration 75Q: 3 clusters Score -1.195386e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92698 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -11953828.000000 Penalty: 3744.480469
	Iteration 76Q: 3 clusters Score -1.195383e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92813 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -11953823.000000 Penalty: 3744.480469
	Iteration 77Q: 3 clusters Score -1.195382e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92911 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -11953822.000000 Penalty: 3744.480469
	Iteration 78Q: 3 clusters Score -1.195382e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93016 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -11953823.000000 Penalty: 3744.480469
	Iteration 79Q: 3 clusters Score -1.195382e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93117 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -11953827.000000 Penalty: 3744.480469
	Iteration 80F: 3 clusters Score -1.195383e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93197 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -11953834.000000 Penalty: 3744.480469
	Iteration 81Q: 3 clusters Score -1.195383e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93278 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -11953838.000000 Penalty: 3744.480469
	Iteration 82Q: 3 clusters Score -1.195384e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93372 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -11953822.000000 Penalty: 3744.480469
	Iteration 83Q: 3 clusters Score -1.195382e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93478 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -11953820.000000 Penalty: 3744.480469
	Iteration 84Q: 3 clusters Score -1.195382e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93605 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -11953845.000000 Penalty: 3744.480469
	Iteration 85Q: 3 clusters Score -1.195384e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93710 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -11953824.000000 Penalty: 3744.480469
	Iteration 86Q: 3 clusters Score -1.195382e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93805 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -11953796.000000 Penalty: 3744.480469
	Iteration 87Q: 3 clusters Score -1.19538e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93882 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -11953795.000000 Penalty: 3744.480469
	Iteration 88Q: 3 clusters Score -1.19538e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93957 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -11953790.000000 Penalty: 3744.480469
	Iteration 89Q: 3 clusters Score -1.195379e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94031 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -11953794.000000 Penalty: 3744.480469
	Iteration 90Q: 3 clusters Score -1.195379e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94110 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -11953767.000000 Penalty: 3744.480469
	Iteration 91Q: 3 clusters Score -1.195377e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94214 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -11953803.000000 Penalty: 3744.480469
	Iteration 92Q: 3 clusters Score -1.19538e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94305 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -11953831.000000 Penalty: 3744.480469
	Iteration 93Q: 3 clusters Score -1.195383e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94417 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -11953823.000000 Penalty: 3744.480469
	Iteration 94Q: 3 clusters Score -1.195382e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94512 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -11953826.000000 Penalty: 3744.480469
	Iteration 95Q: 3 clusters Score -1.195383e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94621 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -11953825.000000 Penalty: 3744.480469
	Iteration 96Q: 3 clusters Score -1.195382e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94748 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -11953830.000000 Penalty: 3744.480469
	Iteration 97Q: 3 clusters Score -1.195383e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94892 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -11953850.000000 Penalty: 3744.480469
	Iteration 98Q: 3 clusters Score -1.195385e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95027 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -11953855.000000 Penalty: 3744.480469
	Iteration 99Q: 3 clusters Score -1.195386e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95179 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -11953845.000000 Penalty: 3744.480469
	Iteration 100F: 3 clusters Score -1.195384e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95318 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -11953852.000000 Penalty: 3744.480469
	Iteration 101Q: 3 clusters Score -1.195385e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95457 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -11953857.000000 Penalty: 3744.480469
	Iteration 102Q: 3 clusters Score -1.195386e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95635 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -11953821.000000 Penalty: 3744.480469
	Iteration 103Q: 3 clusters Score -1.195382e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95852 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -11953829.000000 Penalty: 3744.480469
	Iteration 104Q: 3 clusters Score -1.195383e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96085 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -11953818.000000 Penalty: 3744.480469
	Iteration 105Q: 3 clusters Score -1.195382e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96306 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -11953833.000000 Penalty: 3744.480469
	Iteration 106Q: 3 clusters Score -1.195383e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96516 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -11953855.000000 Penalty: 3744.480469
	Iteration 107Q: 3 clusters Score -1.195386e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96714 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -11953875.000000 Penalty: 3744.480469
	Iteration 108Q: 3 clusters Score -1.195388e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96925 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -11953846.000000 Penalty: 3744.480469
	Iteration 109Q: 3 clusters Score -1.195385e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97131 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -11953858.000000 Penalty: 3744.480469
	Iteration 110Q: 3 clusters Score -1.195386e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97367 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -11953841.000000 Penalty: 3744.480469
	Iteration 111Q: 3 clusters Score -1.195384e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97598 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -11953853.000000 Penalty: 3744.480469
	Iteration 112Q: 3 clusters Score -1.195385e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97830 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -11953852.000000 Penalty: 3744.480469
	Iteration 113Q: 3 clusters Score -1.195385e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98053 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -11953836.000000 Penalty: 3744.480469
	Iteration 114Q: 3 clusters Score -1.195384e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98277 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -11953867.000000 Penalty: 3744.480469
	Iteration 115Q: 3 clusters Score -1.195387e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98498 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -11953891.000000 Penalty: 3744.480469
	Iteration 116Q: 3 clusters Score -1.195389e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98711 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -11953935.000000 Penalty: 3744.480469
	Iteration 117Q: 3 clusters Score -1.195394e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98887 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -11953946.000000 Penalty: 3744.480469
	Iteration 118Q: 3 clusters Score -1.195395e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99057 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -11953927.000000 Penalty: 3744.480469
	Iteration 119Q: 3 clusters Score -1.195393e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99219 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -11953939.000000 Penalty: 3744.480469
	Iteration 120F: 3 clusters Score -1.195394e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99341 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -11953919.000000 Penalty: 3744.480469
	Iteration 121Q: 3 clusters Score -1.195392e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99448 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -11953939.000000 Penalty: 3744.480469
	Iteration 122Q: 3 clusters Score -1.195394e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99539 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -11953927.000000 Penalty: 3744.480469
	Iteration 123Q: 3 clusters Score -1.195393e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99616 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -11953957.000000 Penalty: 3744.480469
	Iteration 124Q: 3 clusters Score -1.195396e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99683 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -11953962.000000 Penalty: 3744.480469
	Iteration 125Q: 3 clusters Score -1.195396e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99746 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -11953981.000000 Penalty: 3744.480469
	Iteration 126Q: 3 clusters Score -1.195398e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99802 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -11953981.000000 Penalty: 3744.480469
	Iteration 127Q: 3 clusters Score -1.195398e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99842 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -11953985.000000 Penalty: 3744.480469
	Iteration 128Q: 3 clusters Score -1.195398e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99881 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -11953977.000000 Penalty: 3744.480469
	Iteration 129Q: 3 clusters Score -1.195398e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99913 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -11953983.000000 Penalty: 3744.480469
	Iteration 130Q: 3 clusters Score -1.195398e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99929 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -11953988.000000 Penalty: 3744.480469
	Iteration 131Q: 3 clusters Score -1.195399e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99949 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -11953994.000000 Penalty: 3744.480469
	Iteration 132Q: 3 clusters Score -1.195399e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99969 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -11953992.000000 Penalty: 3744.480469
	Iteration 133Q: 3 clusters Score -1.195399e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99982 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -11954000.000000 Penalty: 3744.480469
	Iteration 134Q: 3 clusters Score -1.1954e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99998 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -11953995.000000 Penalty: 3744.480469
	Iteration 135Q: 3 clusters Score -1.1954e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100005 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -11953995.000000 Penalty: 3744.480469
	Iteration 136Q: 3 clusters Score -1.1954e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100018 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -11953995.000000 Penalty: 3744.480469
	Iteration 137Q: 3 clusters Score -1.1954e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100032 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -11954011.000000 Penalty: 3744.480469
	Iteration 138Q: 3 clusters Score -1.195401e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100037 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -11954004.000000 Penalty: 3744.480469
	Iteration 139Q: 3 clusters Score -1.1954e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100042 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -11954001.000000 Penalty: 3744.480469
	Iteration 140F: 3 clusters Score -1.1954e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100045 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -11953999.000000 Penalty: 3744.480469
	Iteration 141Q: 3 clusters Score -1.1954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100048 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -11954009.000000 Penalty: 3744.480469
	Iteration 142Q: 3 clusters Score -1.195401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100052 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -11954013.000000 Penalty: 3744.480469
	Iteration 143Q: 3 clusters Score -1.195401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100054 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -11954017.000000 Penalty: 3744.480469
	Iteration 144Q: 3 clusters Score -1.195402e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100058 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -11954023.000000 Penalty: 3744.480469
	Iteration 145Q: 3 clusters Score -1.195402e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100066 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -11954020.000000 Penalty: 3744.480469
	Iteration 146Q: 3 clusters Score -1.195402e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100075 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -11954021.000000 Penalty: 3744.480469
	Iteration 147Q: 3 clusters Score -1.195402e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100079 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -11954023.000000 Penalty: 3744.480469
	Iteration 148Q: 3 clusters Score -1.195402e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100086 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -11954016.000000 Penalty: 3744.480469
	Iteration 149Q: 3 clusters Score -1.195402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100092 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -11954022.000000 Penalty: 3744.480469
	Iteration 150Q: 3 clusters Score -1.195402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100098 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -11954011.000000 Penalty: 3744.480469
	Iteration 151Q: 3 clusters Score -1.195401e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100099 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -11954017.000000 Penalty: 3744.480469
	Iteration 152Q: 3 clusters Score -1.195402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100103 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -11954010.000000 Penalty: 3744.480469
	Iteration 153Q: 3 clusters Score -1.195401e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100109 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -11954010.000000 Penalty: 3744.480469
	Iteration 154Q: 3 clusters Score -1.195401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100113 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -11954012.000000 Penalty: 3744.480469
	Iteration 155Q: 3 clusters Score -1.195401e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100118 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -11954000.000000 Penalty: 3744.480469
	Iteration 156Q: 3 clusters Score -1.1954e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100124 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -11954008.000000 Penalty: 3744.480469
	Iteration 157Q: 3 clusters Score -1.195401e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100130 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -11954014.000000 Penalty: 3744.480469
	Iteration 158Q: 3 clusters Score -1.195401e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100131 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -11954010.000000 Penalty: 3744.480469
	Iteration 159Q: 3 clusters Score -1.195401e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100131 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -11954010.000000 Penalty: 3744.480469
	Iteration 160F: 3 clusters Score -1.195401e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (94815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94815 members 
Entering Unmasked Estep 
Score: -11271059.000000 Penalty: 1862.198364
	Iteration 0F: 2 clusters Score -1.127106e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47323 members 
Mstep: Class 2 contains 47492 members 
Entering Unmasked Estep 
Score: -11208160.000000 Penalty: 3724.396729
	Iteration 0F: 3 clusters Score -1.120816e+07 nChanged 45516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45199 members 
Mstep: Class 2 contains 49616 members 
Entering Unmasked Estep 
Score: -11234858.000000 Penalty: 3724.396729
	Iteration 1F: 3 clusters Score -1.123486e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43938 members 
Mstep: Class 2 contains 50877 members 
Entering Unmasked Estep 
Score: -11235750.000000 Penalty: 3724.396729
	Iteration 2Q: 3 clusters Score -1.123575e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42083 members 
Mstep: Class 2 contains 52732 members 
Entering Unmasked Estep 
Score: -11237326.000000 Penalty: 3724.396729
	Iteration 3Q: 3 clusters Score -1.123733e+07 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39302 members 
Mstep: Class 2 contains 55513 members 
Entering Unmasked Estep 
Score: -11240049.000000 Penalty: 3724.396729
	Iteration 4F: 3 clusters Score -1.124005e+07 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 59028 members 
Entering Unmasked Estep 
Score: -11244877.000000 Penalty: 3724.396729
	Iteration 5F: 3 clusters Score -1.124488e+07 nChanged 6663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32190 members 
Mstep: Class 2 contains 62625 members 
Entering Unmasked Estep 
Score: -11251537.000000 Penalty: 3724.396729
	Iteration 6F: 3 clusters Score -1.125154e+07 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29708 members 
Mstep: Class 2 contains 65107 members 
Entering Unmasked Estep 
Score: -11257794.000000 Penalty: 3724.396729
	Iteration 7F: 3 clusters Score -1.125779e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 66532 members 
Entering Unmasked Estep 
Score: -11261138.000000 Penalty: 3724.396729
	Iteration 8Q: 3 clusters Score -1.126114e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 67718 members 
Entering Unmasked Estep 
Score: -11263055.000000 Penalty: 3724.396729
	Iteration 9Q: 3 clusters Score -1.126306e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 68904 members 
Entering Unmasked Estep 
Score: -11264537.000000 Penalty: 3724.396729
	Iteration 10Q: 3 clusters Score -1.126454e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 69525 members 
Entering Unmasked Estep 
Score: -11265699.000000 Penalty: 3724.396729
	Iteration 11Q: 3 clusters Score -1.12657e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 70109 members 
Entering Unmasked Estep 
Score: -11266681.000000 Penalty: 3724.396729
	Iteration 12Q: 3 clusters Score -1.126668e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 70769 members 
Entering Unmasked Estep 
Score: -11267534.000000 Penalty: 3724.396729
	Iteration 13Q: 3 clusters Score -1.126753e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 71341 members 
Entering Unmasked Estep 
Score: -11268175.000000 Penalty: 3724.396729
	Iteration 14Q: 3 clusters Score -1.126818e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 72030 members 
Entering Unmasked Estep 
Score: -11268619.000000 Penalty: 3724.396729
	Iteration 15Q: 3 clusters Score -1.126862e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 72736 members 
Entering Unmasked Estep 
Score: -11268769.000000 Penalty: 3724.396729
	Iteration 16Q: 3 clusters Score -1.126877e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 73339 members 
Entering Unmasked Estep 
Score: -11268929.000000 Penalty: 3724.396729
	Iteration 17Q: 3 clusters Score -1.126893e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 74134 members 
Entering Unmasked Estep 
Score: -11268849.000000 Penalty: 3724.396729
	Iteration 18Q: 3 clusters Score -1.126885e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 74977 members 
Entering Unmasked Estep 
Score: -11268921.000000 Penalty: 3724.396729
	Iteration 19Q: 3 clusters Score -1.126892e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 75909 members 
Entering Unmasked Estep 
Score: -11269005.000000 Penalty: 3724.396729
	Iteration 20F: 3 clusters Score -1.1269e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 76841 members 
Entering Unmasked Estep 
Score: -11268945.000000 Penalty: 3724.396729
	Iteration 21Q: 3 clusters Score -1.126894e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 77687 members 
Entering Unmasked Estep 
Score: -11268929.000000 Penalty: 3724.396729
	Iteration 22Q: 3 clusters Score -1.126893e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 78606 members 
Entering Unmasked Estep 
Score: -11268876.000000 Penalty: 3724.396729
	Iteration 23Q: 3 clusters Score -1.126888e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 79558 members 
Entering Unmasked Estep 
Score: -11268855.000000 Penalty: 3724.396729
	Iteration 24Q: 3 clusters Score -1.126886e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 80471 members 
Entering Unmasked Estep 
Score: -11268781.000000 Penalty: 3724.396729
	Iteration 25Q: 3 clusters Score -1.126878e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 81512 members 
Entering Unmasked Estep 
Score: -11268797.000000 Penalty: 3724.396729
	Iteration 26Q: 3 clusters Score -1.12688e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 82362 members 
Entering Unmasked Estep 
Score: -11268795.000000 Penalty: 3724.396729
	Iteration 27Q: 3 clusters Score -1.12688e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 83299 members 
Entering Unmasked Estep 
Score: -11268615.000000 Penalty: 3724.396729
	Iteration 28Q: 3 clusters Score -1.126862e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 84159 members 
Entering Unmasked Estep 
Score: -11268725.000000 Penalty: 3724.396729
	Iteration 29Q: 3 clusters Score -1.126872e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 84835 members 
Entering Unmasked Estep 
Score: -11268737.000000 Penalty: 3724.396729
	Iteration 30Q: 3 clusters Score -1.126874e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 85489 members 
Entering Unmasked Estep 
Score: -11268768.000000 Penalty: 3724.396729
	Iteration 31Q: 3 clusters Score -1.126877e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 85947 members 
Entering Unmasked Estep 
Score: -11268854.000000 Penalty: 3724.396729
	Iteration 32Q: 3 clusters Score -1.126885e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 86439 members 
Entering Unmasked Estep 
Score: -11268832.000000 Penalty: 3724.396729
	Iteration 33Q: 3 clusters Score -1.126883e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 86837 members 
Entering Unmasked Estep 
Score: -11268845.000000 Penalty: 3724.396729
	Iteration 34Q: 3 clusters Score -1.126884e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 87167 members 
Entering Unmasked Estep 
Score: -11268912.000000 Penalty: 3724.396729
	Iteration 35Q: 3 clusters Score -1.126891e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 87543 members 
Entering Unmasked Estep 
Score: -11268982.000000 Penalty: 3724.396729
	Iteration 36Q: 3 clusters Score -1.126898e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 87732 members 
Entering Unmasked Estep 
Score: -11269037.000000 Penalty: 3724.396729
	Iteration 37Q: 3 clusters Score -1.126904e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 88064 members 
Entering Unmasked Estep 
Score: -11268990.000000 Penalty: 3724.396729
	Iteration 38Q: 3 clusters Score -1.126899e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 88296 members 
Entering Unmasked Estep 
Score: -11269050.000000 Penalty: 3724.396729
	Iteration 39Q: 3 clusters Score -1.126905e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 88596 members 
Entering Unmasked Estep 
Score: -11269042.000000 Penalty: 3724.396729
	Iteration 40F: 3 clusters Score -1.126904e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 88887 members 
Entering Unmasked Estep 
Score: -11269041.000000 Penalty: 3724.396729
	Iteration 41Q: 3 clusters Score -1.126904e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 89186 members 
Entering Unmasked Estep 
Score: -11269116.000000 Penalty: 3724.396729
	Iteration 42Q: 3 clusters Score -1.126912e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 89385 members 
Entering Unmasked Estep 
Score: -11269158.000000 Penalty: 3724.396729
	Iteration 43Q: 3 clusters Score -1.126916e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 89564 members 
Entering Unmasked Estep 
Score: -11269144.000000 Penalty: 3724.396729
	Iteration 44Q: 3 clusters Score -1.126914e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 89758 members 
Entering Unmasked Estep 
Score: -11269207.000000 Penalty: 3724.396729
	Iteration 45Q: 3 clusters Score -1.126921e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 89914 members 
Entering Unmasked Estep 
Score: -11269211.000000 Penalty: 3724.396729
	Iteration 46Q: 3 clusters Score -1.126921e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 90024 members 
Entering Unmasked Estep 
Score: -11269215.000000 Penalty: 3724.396729
	Iteration 47Q: 3 clusters Score -1.126922e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 90021 members 
Entering Unmasked Estep 
Score: -11269245.000000 Penalty: 3724.396729
	Iteration 48Q: 3 clusters Score -1.126924e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 90099 members 
Entering Unmasked Estep 
Score: -11269241.000000 Penalty: 3724.396729
	Iteration 49Q: 3 clusters Score -1.126924e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 90149 members 
Entering Unmasked Estep 
Score: -11269253.000000 Penalty: 3724.396729
	Iteration 50Q: 3 clusters Score -1.126925e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 90215 members 
Entering Unmasked Estep 
Score: -11269244.000000 Penalty: 3724.396729
	Iteration 51Q: 3 clusters Score -1.126924e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 90216 members 
Entering Unmasked Estep 
Score: -11269265.000000 Penalty: 3724.396729
	Iteration 52Q: 3 clusters Score -1.126926e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 90321 members 
Entering Unmasked Estep 
Score: -11269272.000000 Penalty: 3724.396729
	Iteration 53Q: 3 clusters Score -1.126927e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 90329 members 
Entering Unmasked Estep 
Score: -11269282.000000 Penalty: 3724.396729
	Iteration 54Q: 3 clusters Score -1.126928e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 90328 members 
Entering Unmasked Estep 
Score: -11269271.000000 Penalty: 3724.396729
	Iteration 55Q: 3 clusters Score -1.126927e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 90307 members 
Entering Unmasked Estep 
Score: -11269277.000000 Penalty: 3724.396729
	Iteration 56Q: 3 clusters Score -1.126928e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 90328 members 
Entering Unmasked Estep 
Score: -11269285.000000 Penalty: 3724.396729
	Iteration 57Q: 3 clusters Score -1.126928e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 90368 members 
Entering Unmasked Estep 
Score: -11269298.000000 Penalty: 3724.396729
	Iteration 58Q: 3 clusters Score -1.12693e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 90392 members 
Entering Unmasked Estep 
Score: -11269294.000000 Penalty: 3724.396729
	Iteration 59Q: 3 clusters Score -1.126929e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 90481 members 
Entering Unmasked Estep 
Score: -11269263.000000 Penalty: 3724.396729
	Iteration 60F: 3 clusters Score -1.126926e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 90458 members 
Entering Unmasked Estep 
Score: -11269281.000000 Penalty: 3724.396729
	Iteration 61Q: 3 clusters Score -1.126928e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 90441 members 
Entering Unmasked Estep 
Score: -11269278.000000 Penalty: 3724.396729
	Iteration 62Q: 3 clusters Score -1.126928e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 90446 members 
Entering Unmasked Estep 
Score: -11269280.000000 Penalty: 3724.396729
	Iteration 63Q: 3 clusters Score -1.126928e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 90440 members 
Entering Unmasked Estep 
Score: -11269270.000000 Penalty: 3724.396729
	Iteration 64Q: 3 clusters Score -1.126927e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 90421 members 
Entering Unmasked Estep 
Score: -11269261.000000 Penalty: 3724.396729
	Iteration 65Q: 3 clusters Score -1.126926e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 90433 members 
Entering Unmasked Estep 
Score: -11269270.000000 Penalty: 3724.396729
	Iteration 66Q: 3 clusters Score -1.126927e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 90473 members 
Entering Unmasked Estep 
Score: -11269269.000000 Penalty: 3724.396729
	Iteration 67Q: 3 clusters Score -1.126927e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 90499 members 
Entering Unmasked Estep 
Score: -11269265.000000 Penalty: 3724.396729
	Iteration 68Q: 3 clusters Score -1.126926e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 90519 members 
Entering Unmasked Estep 
Score: -11269254.000000 Penalty: 3724.396729
	Iteration 69Q: 3 clusters Score -1.126925e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 90593 members 
Entering Unmasked Estep 
Score: -11269235.000000 Penalty: 3724.396729
	Iteration 70Q: 3 clusters Score -1.126924e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 90549 members 
Entering Unmasked Estep 
Score: -11269271.000000 Penalty: 3724.396729
	Iteration 71Q: 3 clusters Score -1.126927e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 90555 members 
Entering Unmasked Estep 
Score: -11269266.000000 Penalty: 3724.396729
	Iteration 72Q: 3 clusters Score -1.126927e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 90573 members 
Entering Unmasked Estep 
Score: -11269264.000000 Penalty: 3724.396729
	Iteration 73Q: 3 clusters Score -1.126926e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 90592 members 
Entering Unmasked Estep 
Score: -11269250.000000 Penalty: 3724.396729
	Iteration 74Q: 3 clusters Score -1.126925e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 90724 members 
Entering Unmasked Estep 
Score: -11269284.000000 Penalty: 3724.396729
	Iteration 75Q: 3 clusters Score -1.126928e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 90681 members 
Entering Unmasked Estep 
Score: -11269263.000000 Penalty: 3724.396729
	Iteration 76Q: 3 clusters Score -1.126926e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 90747 members 
Entering Unmasked Estep 
Score: -11269283.000000 Penalty: 3724.396729
	Iteration 77Q: 3 clusters Score -1.126928e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 90728 members 
Entering Unmasked Estep 
Score: -11269287.000000 Penalty: 3724.396729
	Iteration 78Q: 3 clusters Score -1.126929e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 90762 members 
Entering Unmasked Estep 
Score: -11269283.000000 Penalty: 3724.396729
	Iteration 79Q: 3 clusters Score -1.126928e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 90793 members 
Entering Unmasked Estep 
Score: -11269268.000000 Penalty: 3724.396729
	Iteration 80F: 3 clusters Score -1.126927e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 90803 members 
Entering Unmasked Estep 
Score: -11269269.000000 Penalty: 3724.396729
	Iteration 81Q: 3 clusters Score -1.126927e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 90823 members 
Entering Unmasked Estep 
Score: -11269288.000000 Penalty: 3724.396729
	Iteration 82Q: 3 clusters Score -1.126929e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 90821 members 
Entering Unmasked Estep 
Score: -11269272.000000 Penalty: 3724.396729
	Iteration 83Q: 3 clusters Score -1.126927e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 90774 members 
Entering Unmasked Estep 
Score: -11269293.000000 Penalty: 3724.396729
	Iteration 84Q: 3 clusters Score -1.126929e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 90781 members 
Entering Unmasked Estep 
Score: -11269287.000000 Penalty: 3724.396729
	Iteration 85Q: 3 clusters Score -1.126929e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 90774 members 
Entering Unmasked Estep 
Score: -11269282.000000 Penalty: 3724.396729
	Iteration 86Q: 3 clusters Score -1.126928e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 90787 members 
Entering Unmasked Estep 
Score: -11269265.000000 Penalty: 3724.396729
	Iteration 87Q: 3 clusters Score -1.126926e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 90825 members 
Entering Unmasked Estep 
Score: -11269272.000000 Penalty: 3724.396729
	Iteration 88Q: 3 clusters Score -1.126927e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 90823 members 
Entering Unmasked Estep 
Score: -11269266.000000 Penalty: 3724.396729
	Iteration 89Q: 3 clusters Score -1.126927e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 90864 members 
Entering Unmasked Estep 
Score: -11269279.000000 Penalty: 3724.396729
	Iteration 90Q: 3 clusters Score -1.126928e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 90865 members 
Entering Unmasked Estep 
Score: -11269280.000000 Penalty: 3724.396729
	Iteration 91Q: 3 clusters Score -1.126928e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 90959 members 
Entering Unmasked Estep 
Score: -11269295.000000 Penalty: 3724.396729
	Iteration 92Q: 3 clusters Score -1.12693e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 91005 members 
Entering Unmasked Estep 
Score: -11269315.000000 Penalty: 3724.396729
	Iteration 93Q: 3 clusters Score -1.126932e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 91033 members 
Entering Unmasked Estep 
Score: -11269309.000000 Penalty: 3724.396729
	Iteration 94Q: 3 clusters Score -1.126931e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 91055 members 
Entering Unmasked Estep 
Score: -11269311.000000 Penalty: 3724.396729
	Iteration 95Q: 3 clusters Score -1.126931e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 91172 members 
Entering Unmasked Estep 
Score: -11269266.000000 Penalty: 3724.396729
	Iteration 96Q: 3 clusters Score -1.126927e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 91198 members 
Entering Unmasked Estep 
Score: -11269265.000000 Penalty: 3724.396729
	Iteration 97Q: 3 clusters Score -1.126926e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 91197 members 
Entering Unmasked Estep 
Score: -11269280.000000 Penalty: 3724.396729
	Iteration 98Q: 3 clusters Score -1.126928e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 91293 members 
Entering Unmasked Estep 
Score: -11269290.000000 Penalty: 3724.396729
	Iteration 99Q: 3 clusters Score -1.126929e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 91352 members 
Entering Unmasked Estep 
Score: -11269289.000000 Penalty: 3724.396729
	Iteration 100F: 3 clusters Score -1.126929e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 91449 members 
Entering Unmasked Estep 
Score: -11269207.000000 Penalty: 3724.396729
	Iteration 101Q: 3 clusters Score -1.126921e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 91455 members 
Entering Unmasked Estep 
Score: -11269207.000000 Penalty: 3724.396729
	Iteration 102Q: 3 clusters Score -1.126921e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 91520 members 
Entering Unmasked Estep 
Score: -11269197.000000 Penalty: 3724.396729
	Iteration 103Q: 3 clusters Score -1.12692e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 91665 members 
Entering Unmasked Estep 
Score: -11269193.000000 Penalty: 3724.396729
	Iteration 104Q: 3 clusters Score -1.126919e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 91750 members 
Entering Unmasked Estep 
Score: -11269149.000000 Penalty: 3724.396729
	Iteration 105Q: 3 clusters Score -1.126915e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 91861 members 
Entering Unmasked Estep 
Score: -11269135.000000 Penalty: 3724.396729
	Iteration 106Q: 3 clusters Score -1.126914e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 92020 members 
Entering Unmasked Estep 
Score: -11269047.000000 Penalty: 3724.396729
	Iteration 107Q: 3 clusters Score -1.126905e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 92193 members 
Entering Unmasked Estep 
Score: -11268946.000000 Penalty: 3724.396729
	Iteration 108Q: 3 clusters Score -1.126895e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 92314 members 
Entering Unmasked Estep 
Score: -11268915.000000 Penalty: 3724.396729
	Iteration 109Q: 3 clusters Score -1.126892e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 92464 members 
Entering Unmasked Estep 
Score: -11268946.000000 Penalty: 3724.396729
	Iteration 110Q: 3 clusters Score -1.126895e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 92603 members 
Entering Unmasked Estep 
Score: -11268966.000000 Penalty: 3724.396729
	Iteration 111Q: 3 clusters Score -1.126897e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 92748 members 
Entering Unmasked Estep 
Score: -11269048.000000 Penalty: 3724.396729
	Iteration 112Q: 3 clusters Score -1.126905e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 92878 members 
Entering Unmasked Estep 
Score: -11269151.000000 Penalty: 3724.396729
	Iteration 113Q: 3 clusters Score -1.126915e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 92988 members 
Entering Unmasked Estep 
Score: -11269198.000000 Penalty: 3724.396729
	Iteration 114Q: 3 clusters Score -1.12692e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 93080 members 
Entering Unmasked Estep 
Score: -11269239.000000 Penalty: 3724.396729
	Iteration 115Q: 3 clusters Score -1.126924e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 93178 members 
Entering Unmasked Estep 
Score: -11269265.000000 Penalty: 3724.396729
	Iteration 116Q: 3 clusters Score -1.126926e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 93256 members 
Entering Unmasked Estep 
Score: -11269338.000000 Penalty: 3724.396729
	Iteration 117Q: 3 clusters Score -1.126934e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 93316 members 
Entering Unmasked Estep 
Score: -11269379.000000 Penalty: 3724.396729
	Iteration 118Q: 3 clusters Score -1.126938e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 93374 members 
Entering Unmasked Estep 
Score: -11269402.000000 Penalty: 3724.396729
	Iteration 119Q: 3 clusters Score -1.12694e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 93419 members 
Entering Unmasked Estep 
Score: -11269434.000000 Penalty: 3724.396729
	Iteration 120F: 3 clusters Score -1.126943e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 93458 members 
Entering Unmasked Estep 
Score: -11269435.000000 Penalty: 3724.396729
	Iteration 121Q: 3 clusters Score -1.126944e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 93488 members 
Entering Unmasked Estep 
Score: -11269460.000000 Penalty: 3724.396729
	Iteration 122Q: 3 clusters Score -1.126946e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 93520 members 
Entering Unmasked Estep 
Score: -11269469.000000 Penalty: 3724.396729
	Iteration 123Q: 3 clusters Score -1.126947e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 93556 members 
Entering Unmasked Estep 
Score: -11269488.000000 Penalty: 3724.396729
	Iteration 124Q: 3 clusters Score -1.126949e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 93585 members 
Entering Unmasked Estep 
Score: -11269504.000000 Penalty: 3724.396729
	Iteration 125Q: 3 clusters Score -1.12695e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 93611 members 
Entering Unmasked Estep 
Score: -11269501.000000 Penalty: 3724.396729
	Iteration 126Q: 3 clusters Score -1.12695e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 93628 members 
Entering Unmasked Estep 
Score: -11269512.000000 Penalty: 3724.396729
	Iteration 127Q: 3 clusters Score -1.126951e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 93635 members 
Entering Unmasked Estep 
Score: -11269511.000000 Penalty: 3724.396729
	Iteration 128Q: 3 clusters Score -1.126951e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 93644 members 
Entering Unmasked Estep 
Score: -11269528.000000 Penalty: 3724.396729
	Iteration 129Q: 3 clusters Score -1.126953e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 93650 members 
Entering Unmasked Estep 
Score: -11269539.000000 Penalty: 3724.396729
	Iteration 130Q: 3 clusters Score -1.126954e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 93664 members 
Entering Unmasked Estep 
Score: -11269536.000000 Penalty: 3724.396729
	Iteration 131Q: 3 clusters Score -1.126954e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 93674 members 
Entering Unmasked Estep 
Score: -11269552.000000 Penalty: 3724.396729
	Iteration 132Q: 3 clusters Score -1.126955e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 93683 members 
Entering Unmasked Estep 
Score: -11269561.000000 Penalty: 3724.396729
	Iteration 133Q: 3 clusters Score -1.126956e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 93700 members 
Entering Unmasked Estep 
Score: -11269561.000000 Penalty: 3724.396729
	Iteration 134Q: 3 clusters Score -1.126956e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 93712 members 
Entering Unmasked Estep 
Score: -11269562.000000 Penalty: 3724.396729
	Iteration 135Q: 3 clusters Score -1.126956e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 93716 members 
Entering Unmasked Estep 
Score: -11269564.000000 Penalty: 3724.396729
	Iteration 136Q: 3 clusters Score -1.126956e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 93719 members 
Entering Unmasked Estep 
Score: -11269580.000000 Penalty: 3724.396729
	Iteration 137Q: 3 clusters Score -1.126958e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 93729 members 
Entering Unmasked Estep 
Score: -11269589.000000 Penalty: 3724.396729
	Iteration 138Q: 3 clusters Score -1.126959e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 93733 members 
Entering Unmasked Estep 
Score: -11269595.000000 Penalty: 3724.396729
	Iteration 139Q: 3 clusters Score -1.12696e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 93738 members 
Entering Unmasked Estep 
Score: -11269603.000000 Penalty: 3724.396729
	Iteration 140F: 3 clusters Score -1.12696e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 93741 members 
Entering Unmasked Estep 
Score: -11269600.000000 Penalty: 3724.396729
	Iteration 141Q: 3 clusters Score -1.12696e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 93746 members 
Entering Unmasked Estep 
Score: -11269601.000000 Penalty: 3724.396729
	Iteration 142Q: 3 clusters Score -1.12696e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 93749 members 
Entering Unmasked Estep 
Score: -11269591.000000 Penalty: 3724.396729
	Iteration 143Q: 3 clusters Score -1.126959e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 93753 members 
Entering Unmasked Estep 
Score: -11269585.000000 Penalty: 3724.396729
	Iteration 144Q: 3 clusters Score -1.126958e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 93755 members 
Entering Unmasked Estep 
Score: -11269590.000000 Penalty: 3724.396729
	Iteration 145Q: 3 clusters Score -1.126959e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 93757 members 
Entering Unmasked Estep 
Score: -11269597.000000 Penalty: 3724.396729
	Iteration 146Q: 3 clusters Score -1.12696e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 93761 members 
Entering Unmasked Estep 
Score: -11269608.000000 Penalty: 3724.396729
	Iteration 147Q: 3 clusters Score -1.126961e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 93769 members 
Entering Unmasked Estep 
Score: -11269607.000000 Penalty: 3724.396729
	Iteration 148Q: 3 clusters Score -1.126961e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 93774 members 
Entering Unmasked Estep 
Score: -11269609.000000 Penalty: 3724.396729
	Iteration 149Q: 3 clusters Score -1.126961e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 93779 members 
Entering Unmasked Estep 
Score: -11269595.000000 Penalty: 3724.396729
	Iteration 150Q: 3 clusters Score -1.12696e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 93784 members 
Entering Unmasked Estep 
Score: -11269605.000000 Penalty: 3724.396729
	Iteration 151Q: 3 clusters Score -1.12696e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 93789 members 
Entering Unmasked Estep 
Score: -11269600.000000 Penalty: 3724.396729
	Iteration 152Q: 3 clusters Score -1.12696e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 93791 members 
Entering Unmasked Estep 
Score: -11269614.000000 Penalty: 3724.396729
	Iteration 153Q: 3 clusters Score -1.126961e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 93795 members 
Entering Unmasked Estep 
Score: -11269604.000000 Penalty: 3724.396729
	Iteration 154Q: 3 clusters Score -1.12696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 93797 members 
Entering Unmasked Estep 
Score: -11269606.000000 Penalty: 3724.396729
	Iteration 155Q: 3 clusters Score -1.126961e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 93796 members 
Entering Unmasked Estep 
Score: -11269610.000000 Penalty: 3724.396729
	Iteration 156Q: 3 clusters Score -1.126961e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 93798 members 
Entering Unmasked Estep 
Score: -11269613.000000 Penalty: 3724.396729
	Iteration 157Q: 3 clusters Score -1.126961e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 93799 members 
Entering Unmasked Estep 
Score: -11269608.000000 Penalty: 3724.396729
	Iteration 158Q: 3 clusters Score -1.126961e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 93800 members 
Entering Unmasked Estep 
Score: -11269620.000000 Penalty: 3724.396729
	Iteration 159Q: 3 clusters Score -1.126962e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 93801 members 
Entering Unmasked Estep 
Score: -11269623.000000 Penalty: 3724.396729
	Iteration 160F: 3 clusters Score -1.126962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 93801 members 
Entering Unmasked Estep 
Score: -11269618.000000 Penalty: 3724.396729
	Iteration 161Q: 3 clusters Score -1.126962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 93803 members 
Entering Unmasked Estep 
Score: -11269616.000000 Penalty: 3724.396729
	Iteration 162Q: 3 clusters Score -1.126962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 93805 members 
Entering Unmasked Estep 
Score: -11269614.000000 Penalty: 3724.396729
	Iteration 163Q: 3 clusters Score -1.126961e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 93806 members 
Entering Unmasked Estep 
Score: -11269618.000000 Penalty: 3724.396729
	Iteration 164Q: 3 clusters Score -1.126962e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 93806 members 
Entering Unmasked Estep 
Score: -11269618.000000 Penalty: 3724.396729
	Iteration 165F: 3 clusters Score -1.126962e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 52840 members 
Mstep: Class 3 contains 3061 members 
Mstep: Class 4 contains 19221 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 88543 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192213 members 
Mstep: Class 11 contains 9181 members 
Mstep: Class 12 contains 29529 members 
Mstep: Class 13 contains 36268 members 
Mstep: Class 14 contains 10005 members 
Mstep: Class 15 contains 4362 members 
Mstep: Class 16 contains 114114 members 
Mstep: Class 17 contains 10281 members 
Mstep: Class 18 contains 8873 members 
Mstep: Class 19 contains 22884 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 31802 members 
Mstep: Class 22 contains 22161 members 
Mstep: Class 24 contains 13945 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 619 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12789 members 
Mstep: Class 29 contains 29274 members 
Mstep: Class 30 contains 3844 members 
Mstep: Class 31 contains 11174 members 
Mstep: Class 32 contains 7518 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82494 members 
Mstep: Class 35 contains 82188 members 
Mstep: Class 36 contains 6435 members 
Mstep: Class 37 contains 9513 members 
Mstep: Class 38 contains 79545 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 12942 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 69274 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5504 members 
Mstep: Class 48 contains 90106 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 89734 members 
Mstep: Class 51 contains 26838 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 122265 members 
Mstep: Class 54 contains 40769 members 
Mstep: Class 55 contains 100859 members 
Mstep: Class 56 contains 94815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194726336.000000 Penalty: 130671.539062
Iteration 439Q: 57 clusters Score -1.947263e+08 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 54002 members 
Mstep: Class 3 contains 3047 members 
Mstep: Class 4 contains 19228 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 88498 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192216 members 
Mstep: Class 11 contains 9132 members 
Mstep: Class 12 contains 29526 members 
Mstep: Class 13 contains 36297 members 
Mstep: Class 14 contains 9995 members 
Mstep: Class 15 contains 4362 members 
Mstep: Class 16 contains 114260 members 
Mstep: Class 17 contains 10291 members 
Mstep: Class 18 contains 8862 members 
Mstep: Class 19 contains 22885 members 
Mstep: Class 20 contains 1458 members 
Mstep: Class 21 contains 31800 members 
Mstep: Class 22 contains 22124 members 
Mstep: Class 23 contains 64924 members 
Mstep: Class 24 contains 13936 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 619 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12788 members 
Mstep: Class 29 contains 29257 members 
Mstep: Class 30 contains 3844 members 
Mstep: Class 31 contains 11194 members 
Mstep: Class 32 contains 7518 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82466 members 
Mstep: Class 35 contains 82008 members 
Mstep: Class 36 contains 6387 members 
Mstep: Class 37 contains 9496 members 
Mstep: Class 38 contains 79549 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 12849 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 69506 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5482 members 
Mstep: Class 48 contains 90175 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 90212 members 
Mstep: Class 51 contains 26715 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 121568 members 
Mstep: Class 54 contains 40673 members 
Mstep: Class 55 contains 100939 members 
Mstep: Class 56 contains 94915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194727584.000000 Penalty: 130671.539062
Iteration 440F: 57 clusters Score -1.947276e+08 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 54935 members 
Mstep: Class 3 contains 3047 members 
Mstep: Class 4 contains 19229 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 88274 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192221 members 
Mstep: Class 11 contains 9085 members 
Mstep: Class 12 contains 29523 members 
Mstep: Class 13 contains 36257 members 
Mstep: Class 14 contains 9993 members 
Mstep: Class 15 contains 4362 members 
Mstep: Class 16 contains 114398 members 
Mstep: Class 17 contains 10295 members 
Mstep: Class 18 contains 8833 members 
Mstep: Class 19 contains 22886 members 
Mstep: Class 20 contains 1458 members 
Mstep: Class 21 contains 31800 members 
Mstep: Class 22 contains 22081 members 
Mstep: Class 23 contains 66227 members 
Mstep: Class 24 contains 13922 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 619 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12788 members 
Mstep: Class 29 contains 29196 members 
Mstep: Class 30 contains 3843 members 
Mstep: Class 31 contains 11216 members 
Mstep: Class 32 contains 7518 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 82179 members 
Mstep: Class 35 contains 81813 members 
Mstep: Class 36 contains 6345 members 
Mstep: Class 37 contains 9463 members 
Mstep: Class 38 contains 79543 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 12756 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 69737 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5477 members 
Mstep: Class 48 contains 90234 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 89480 members 
Mstep: Class 51 contains 26587 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 120716 members 
Mstep: Class 54 contains 40594 members 
Mstep: Class 55 contains 101017 members 
Mstep: Class 56 contains 95056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194727664.000000 Penalty: 130671.539062
Iteration 441Q: 57 clusters Score -1.947277e+08 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 55763 members 
Mstep: Class 3 contains 3035 members 
Mstep: Class 4 contains 19231 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 88100 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192218 members 
Mstep: Class 11 contains 9053 members 
Mstep: Class 12 contains 29518 members 
Mstep: Class 13 contains 36221 members 
Mstep: Class 14 contains 9981 members 
Mstep: Class 15 contains 4363 members 
Mstep: Class 16 contains 114444 members 
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Mstep: Class 20 contains 1458 members 
Mstep: Class 21 contains 31797 members 
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Mstep: Class 23 contains 67147 members 
Mstep: Class 24 contains 13905 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 619 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12788 members 
Mstep: Class 29 contains 29132 members 
Mstep: Class 30 contains 3844 members 
Mstep: Class 31 contains 11222 members 
Mstep: Class 32 contains 7518 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 81956 members 
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Mstep: Class 36 contains 6302 members 
Mstep: Class 37 contains 9450 members 
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Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 12701 members 
Mstep: Class 43 contains 1006 members 
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Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5478 members 
Mstep: Class 48 contains 90298 members 
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Mstep: Class 50 contains 88895 members 
Mstep: Class 51 contains 26420 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 120022 members 
Mstep: Class 54 contains 40572 members 
Mstep: Class 55 contains 101101 members 
Mstep: Class 56 contains 95231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194727984.000000 Penalty: 130671.539062
Iteration 442Q: 57 clusters Score -1.94728e+08 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 56431 members 
Mstep: Class 3 contains 3027 members 
Mstep: Class 4 contains 19232 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 87973 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192219 members 
Mstep: Class 11 contains 9017 members 
Mstep: Class 12 contains 29512 members 
Mstep: Class 13 contains 36202 members 
Mstep: Class 14 contains 9975 members 
Mstep: Class 15 contains 4363 members 
Mstep: Class 16 contains 114507 members 
Mstep: Class 17 contains 10292 members 
Mstep: Class 18 contains 8805 members 
Mstep: Class 19 contains 22889 members 
Mstep: Class 20 contains 1458 members 
Mstep: Class 21 contains 31790 members 
Mstep: Class 22 contains 22014 members 
Mstep: Class 23 contains 67924 members 
Mstep: Class 24 contains 13910 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 619 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12788 members 
Mstep: Class 29 contains 29090 members 
Mstep: Class 30 contains 3844 members 
Mstep: Class 31 contains 11231 members 
Mstep: Class 32 contains 7519 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 81773 members 
Mstep: Class 35 contains 81501 members 
Mstep: Class 36 contains 6267 members 
Mstep: Class 37 contains 9426 members 
Mstep: Class 38 contains 79535 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 12636 members 
Mstep: Class 43 contains 1006 members 
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Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5470 members 
Mstep: Class 48 contains 90346 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 88344 members 
Mstep: Class 51 contains 26304 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 119439 members 
Mstep: Class 54 contains 40479 members 
Mstep: Class 55 contains 101188 members 
Mstep: Class 56 contains 95465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728480.000000 Penalty: 130671.539062
Iteration 443Q: 57 clusters Score -1.947285e+08 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 57054 members 
Mstep: Class 3 contains 3019 members 
Mstep: Class 4 contains 19232 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 87868 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192222 members 
Mstep: Class 11 contains 8971 members 
Mstep: Class 12 contains 29508 members 
Mstep: Class 13 contains 36181 members 
Mstep: Class 14 contains 9972 members 
Mstep: Class 15 contains 4362 members 
Mstep: Class 16 contains 114627 members 
Mstep: Class 17 contains 10293 members 
Mstep: Class 18 contains 8793 members 
Mstep: Class 19 contains 22894 members 
Mstep: Class 20 contains 1458 members 
Mstep: Class 21 contains 31784 members 
Mstep: Class 22 contains 21979 members 
Mstep: Class 23 contains 68628 members 
Mstep: Class 24 contains 13910 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 619 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12788 members 
Mstep: Class 29 contains 29045 members 
Mstep: Class 30 contains 3844 members 
Mstep: Class 31 contains 11239 members 
Mstep: Class 32 contains 7520 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 81622 members 
Mstep: Class 35 contains 81327 members 
Mstep: Class 36 contains 6275 members 
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Mstep: Class 38 contains 79528 members 
Mstep: Class 39 contains 339 members 
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Mstep: Class 41 contains 475 members 
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Mstep: Class 43 contains 1006 members 
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Mstep: Class 45 contains 400 members 
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Mstep: Class 47 contains 5464 members 
Mstep: Class 48 contains 90395 members 
Mstep: Class 49 contains 798 members 
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Mstep: Class 51 contains 26137 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 118926 members 
Mstep: Class 54 contains 40466 members 
Mstep: Class 55 contains 101289 members 
Mstep: Class 56 contains 95601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728208.000000 Penalty: 130671.539062
Iteration 444Q: 57 clusters Score -1.947282e+08 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 57574 members 
Mstep: Class 3 contains 3003 members 
Mstep: Class 4 contains 19235 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 87773 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192223 members 
Mstep: Class 11 contains 8927 members 
Mstep: Class 12 contains 29504 members 
Mstep: Class 13 contains 36163 members 
Mstep: Class 14 contains 9972 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 16 contains 114647 members 
Mstep: Class 17 contains 10290 members 
Mstep: Class 18 contains 8790 members 
Mstep: Class 19 contains 22896 members 
Mstep: Class 20 contains 1458 members 
Mstep: Class 21 contains 31774 members 
Mstep: Class 22 contains 21925 members 
Mstep: Class 23 contains 69285 members 
Mstep: Class 24 contains 13908 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 619 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12788 members 
Mstep: Class 29 contains 29005 members 
Mstep: Class 30 contains 3844 members 
Mstep: Class 31 contains 11252 members 
Mstep: Class 32 contains 7521 members 
Mstep: Class 33 contains 371 members 
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Mstep: Class 35 contains 81144 members 
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Mstep: Class 37 contains 9410 members 
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Mstep: Class 39 contains 339 members 
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Mstep: Class 41 contains 475 members 
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Mstep: Class 43 contains 1006 members 
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Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5452 members 
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Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 87278 members 
Mstep: Class 51 contains 25972 members 
Mstep: Class 52 contains 304 members 
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Mstep: Class 54 contains 40453 members 
Mstep: Class 55 contains 101427 members 
Mstep: Class 56 contains 95863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728304.000000 Penalty: 130671.539062
Iteration 445Q: 57 clusters Score -1.947283e+08 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 58163 members 
Mstep: Class 3 contains 3001 members 
Mstep: Class 4 contains 19241 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 87687 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192226 members 
Mstep: Class 11 contains 8878 members 
Mstep: Class 12 contains 29501 members 
Mstep: Class 13 contains 36142 members 
Mstep: Class 14 contains 9967 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 16 contains 114739 members 
Mstep: Class 17 contains 10289 members 
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Mstep: Class 19 contains 22898 members 
Mstep: Class 20 contains 1458 members 
Mstep: Class 21 contains 31763 members 
Mstep: Class 22 contains 21901 members 
Mstep: Class 23 contains 69814 members 
Mstep: Class 24 contains 13900 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 619 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12787 members 
Mstep: Class 29 contains 28957 members 
Mstep: Class 30 contains 3844 members 
Mstep: Class 31 contains 11258 members 
Mstep: Class 32 contains 7521 members 
Mstep: Class 33 contains 371 members 
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Mstep: Class 35 contains 80963 members 
Mstep: Class 36 contains 6332 members 
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Mstep: Class 41 contains 475 members 
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Mstep: Class 43 contains 1006 members 
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Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5432 members 
Mstep: Class 48 contains 90501 members 
Mstep: Class 49 contains 798 members 
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Mstep: Class 52 contains 304 members 
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Mstep: Class 54 contains 40469 members 
Mstep: Class 55 contains 101524 members 
Mstep: Class 56 contains 96135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728176.000000 Penalty: 130671.539062
Iteration 446Q: 57 clusters Score -1.947282e+08 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 58639 members 
Mstep: Class 3 contains 3003 members 
Mstep: Class 4 contains 19246 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 87596 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192235 members 
Mstep: Class 11 contains 8831 members 
Mstep: Class 12 contains 29498 members 
Mstep: Class 13 contains 36151 members 
Mstep: Class 14 contains 9959 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 16 contains 114772 members 
Mstep: Class 17 contains 10288 members 
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Mstep: Class 19 contains 22897 members 
Mstep: Class 20 contains 1458 members 
Mstep: Class 21 contains 31754 members 
Mstep: Class 22 contains 21882 members 
Mstep: Class 23 contains 70268 members 
Mstep: Class 24 contains 13897 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 618 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12787 members 
Mstep: Class 29 contains 28900 members 
Mstep: Class 30 contains 3844 members 
Mstep: Class 31 contains 11267 members 
Mstep: Class 32 contains 7521 members 
Mstep: Class 33 contains 371 members 
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Mstep: Class 35 contains 80798 members 
Mstep: Class 36 contains 6364 members 
Mstep: Class 37 contains 9367 members 
Mstep: Class 38 contains 79520 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 12357 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 70938 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5420 members 
Mstep: Class 48 contains 90548 members 
Mstep: Class 49 contains 798 members 
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Mstep: Class 51 contains 25605 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 117381 members 
Mstep: Class 54 contains 40494 members 
Mstep: Class 55 contains 101639 members 
Mstep: Class 56 contains 96420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194727744.000000 Penalty: 130671.539062
Iteration 447Q: 57 clusters Score -1.947277e+08 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 59107 members 
Mstep: Class 3 contains 3003 members 
Mstep: Class 4 contains 19251 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 87520 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192231 members 
Mstep: Class 11 contains 8778 members 
Mstep: Class 12 contains 29496 members 
Mstep: Class 13 contains 36157 members 
Mstep: Class 14 contains 9953 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 16 contains 114673 members 
Mstep: Class 17 contains 10286 members 
Mstep: Class 18 contains 8750 members 
Mstep: Class 19 contains 22893 members 
Mstep: Class 20 contains 1458 members 
Mstep: Class 21 contains 31753 members 
Mstep: Class 22 contains 21853 members 
Mstep: Class 23 contains 70641 members 
Mstep: Class 24 contains 13896 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 618 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12788 members 
Mstep: Class 29 contains 28853 members 
Mstep: Class 30 contains 3844 members 
Mstep: Class 31 contains 11280 members 
Mstep: Class 32 contains 7521 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 81187 members 
Mstep: Class 35 contains 80635 members 
Mstep: Class 36 contains 6425 members 
Mstep: Class 37 contains 9357 members 
Mstep: Class 38 contains 79518 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 12261 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 71102 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5413 members 
Mstep: Class 48 contains 90605 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 86113 members 
Mstep: Class 51 contains 25421 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 117019 members 
Mstep: Class 54 contains 40545 members 
Mstep: Class 55 contains 101720 members 
Mstep: Class 56 contains 96718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728112.000000 Penalty: 130671.539062
Iteration 448Q: 57 clusters Score -1.947281e+08 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 59509 members 
Mstep: Class 3 contains 2999 members 
Mstep: Class 4 contains 19253 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 87488 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192230 members 
Mstep: Class 11 contains 8736 members 
Mstep: Class 12 contains 29488 members 
Mstep: Class 13 contains 36175 members 
Mstep: Class 14 contains 9944 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 16 contains 114649 members 
Mstep: Class 17 contains 10286 members 
Mstep: Class 18 contains 8734 members 
Mstep: Class 19 contains 22892 members 
Mstep: Class 20 contains 1458 members 
Mstep: Class 21 contains 31747 members 
Mstep: Class 22 contains 21813 members 
Mstep: Class 23 contains 70977 members 
Mstep: Class 24 contains 13892 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 618 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12789 members 
Mstep: Class 29 contains 28800 members 
Mstep: Class 30 contains 3844 members 
Mstep: Class 31 contains 11287 members 
Mstep: Class 32 contains 7521 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 81133 members 
Mstep: Class 35 contains 80434 members 
Mstep: Class 36 contains 6487 members 
Mstep: Class 37 contains 9342 members 
Mstep: Class 38 contains 79517 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 12171 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 71304 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5395 members 
Mstep: Class 48 contains 90662 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 85772 members 
Mstep: Class 51 contains 25263 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 116661 members 
Mstep: Class 54 contains 40566 members 
Mstep: Class 55 contains 101775 members 
Mstep: Class 56 contains 97031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728368.000000 Penalty: 130671.539062
Iteration 449Q: 57 clusters Score -1.947284e+08 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 60007 members 
Mstep: Class 3 contains 2992 members 
Mstep: Class 4 contains 19258 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 87446 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192230 members 
Mstep: Class 11 contains 8686 members 
Mstep: Class 12 contains 29487 members 
Mstep: Class 13 contains 36186 members 
Mstep: Class 14 contains 9931 members 
Mstep: Class 15 contains 4359 members 
Mstep: Class 16 contains 114677 members 
Mstep: Class 17 contains 10286 members 
Mstep: Class 18 contains 8723 members 
Mstep: Class 19 contains 22893 members 
Mstep: Class 20 contains 1458 members 
Mstep: Class 21 contains 31740 members 
Mstep: Class 22 contains 21785 members 
Mstep: Class 23 contains 71250 members 
Mstep: Class 24 contains 13890 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 618 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12789 members 
Mstep: Class 29 contains 28752 members 
Mstep: Class 30 contains 3845 members 
Mstep: Class 31 contains 11298 members 
Mstep: Class 32 contains 7520 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 81098 members 
Mstep: Class 35 contains 80234 members 
Mstep: Class 36 contains 6541 members 
Mstep: Class 37 contains 9350 members 
Mstep: Class 38 contains 79507 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 12065 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 71528 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5384 members 
Mstep: Class 48 contains 90676 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 85389 members 
Mstep: Class 51 contains 25120 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 116249 members 
Mstep: Class 54 contains 40540 members 
Mstep: Class 55 contains 101860 members 
Mstep: Class 56 contains 97356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728000.000000 Penalty: 130671.539062
Iteration 450Q: 57 clusters Score -1.94728e+08 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 60433 members 
Mstep: Class 3 contains 2985 members 
Mstep: Class 4 contains 19251 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 87423 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192222 members 
Mstep: Class 11 contains 8639 members 
Mstep: Class 12 contains 29488 members 
Mstep: Class 13 contains 36202 members 
Mstep: Class 14 contains 9919 members 
Mstep: Class 15 contains 4359 members 
Mstep: Class 16 contains 114743 members 
Mstep: Class 17 contains 10288 members 
Mstep: Class 18 contains 8710 members 
Mstep: Class 19 contains 22894 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 31734 members 
Mstep: Class 22 contains 21740 members 
Mstep: Class 23 contains 71549 members 
Mstep: Class 24 contains 13893 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 618 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12789 members 
Mstep: Class 29 contains 28714 members 
Mstep: Class 30 contains 3845 members 
Mstep: Class 31 contains 11309 members 
Mstep: Class 32 contains 7520 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 81079 members 
Mstep: Class 35 contains 80026 members 
Mstep: Class 36 contains 6593 members 
Mstep: Class 37 contains 9353 members 
Mstep: Class 38 contains 79504 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 11982 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 71767 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5379 members 
Mstep: Class 48 contains 90703 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 85023 members 
Mstep: Class 51 contains 24955 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 115837 members 
Mstep: Class 54 contains 40509 members 
Mstep: Class 55 contains 101966 members 
Mstep: Class 56 contains 97601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728224.000000 Penalty: 130671.539062
Iteration 451Q: 57 clusters Score -1.947282e+08 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 60805 members 
Mstep: Class 3 contains 2981 members 
Mstep: Class 4 contains 19259 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 87387 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192221 members 
Mstep: Class 11 contains 8590 members 
Mstep: Class 12 contains 29489 members 
Mstep: Class 13 contains 36205 members 
Mstep: Class 14 contains 9905 members 
Mstep: Class 15 contains 4359 members 
Mstep: Class 16 contains 114872 members 
Mstep: Class 17 contains 10294 members 
Mstep: Class 18 contains 8691 members 
Mstep: Class 19 contains 22895 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 31735 members 
Mstep: Class 22 contains 21678 members 
Mstep: Class 23 contains 71923 members 
Mstep: Class 24 contains 13891 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 618 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12789 members 
Mstep: Class 29 contains 28680 members 
Mstep: Class 30 contains 3845 members 
Mstep: Class 31 contains 11315 members 
Mstep: Class 32 contains 7520 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 81056 members 
Mstep: Class 35 contains 79838 members 
Mstep: Class 36 contains 6647 members 
Mstep: Class 37 contains 9362 members 
Mstep: Class 38 contains 79500 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 11893 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 72002 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5380 members 
Mstep: Class 48 contains 90727 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 84643 members 
Mstep: Class 51 contains 24793 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 115431 members 
Mstep: Class 54 contains 40469 members 
Mstep: Class 55 contains 102062 members 
Mstep: Class 56 contains 97794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728080.000000 Penalty: 130671.539062
Iteration 452Q: 57 clusters Score -1.947281e+08 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 61094 members 
Mstep: Class 3 contains 2973 members 
Mstep: Class 4 contains 19254 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 87368 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192213 members 
Mstep: Class 11 contains 8542 members 
Mstep: Class 12 contains 29490 members 
Mstep: Class 13 contains 36208 members 
Mstep: Class 14 contains 9890 members 
Mstep: Class 15 contains 4359 members 
Mstep: Class 16 contains 115006 members 
Mstep: Class 17 contains 10298 members 
Mstep: Class 18 contains 8678 members 
Mstep: Class 19 contains 22894 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 31734 members 
Mstep: Class 22 contains 21618 members 
Mstep: Class 23 contains 72310 members 
Mstep: Class 24 contains 13890 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 618 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12789 members 
Mstep: Class 29 contains 28662 members 
Mstep: Class 30 contains 3845 members 
Mstep: Class 31 contains 11327 members 
Mstep: Class 32 contains 7520 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 81023 members 
Mstep: Class 35 contains 79662 members 
Mstep: Class 36 contains 6676 members 
Mstep: Class 37 contains 9370 members 
Mstep: Class 38 contains 79497 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 11807 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 72213 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5383 members 
Mstep: Class 48 contains 90714 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 84248 members 
Mstep: Class 51 contains 24638 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 115080 members 
Mstep: Class 54 contains 40403 members 
Mstep: Class 55 contains 102176 members 
Mstep: Class 56 contains 98074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728192.000000 Penalty: 130671.539062
Iteration 453Q: 57 clusters Score -1.947282e+08 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 61365 members 
Mstep: Class 3 contains 2958 members 
Mstep: Class 4 contains 19253 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 87359 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192206 members 
Mstep: Class 11 contains 8506 members 
Mstep: Class 12 contains 29488 members 
Mstep: Class 13 contains 36196 members 
Mstep: Class 14 contains 9883 members 
Mstep: Class 15 contains 4359 members 
Mstep: Class 16 contains 115130 members 
Mstep: Class 17 contains 10297 members 
Mstep: Class 18 contains 8668 members 
Mstep: Class 19 contains 22892 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 31730 members 
Mstep: Class 22 contains 21598 members 
Mstep: Class 23 contains 72641 members 
Mstep: Class 24 contains 13887 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 618 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12789 members 
Mstep: Class 29 contains 28636 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 11347 members 
Mstep: Class 32 contains 7520 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 80989 members 
Mstep: Class 35 contains 79509 members 
Mstep: Class 36 contains 6699 members 
Mstep: Class 37 contains 9382 members 
Mstep: Class 38 contains 79496 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 11728 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 72424 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5386 members 
Mstep: Class 48 contains 90678 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 83851 members 
Mstep: Class 51 contains 24487 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 114670 members 
Mstep: Class 54 contains 40357 members 
Mstep: Class 55 contains 102260 members 
Mstep: Class 56 contains 98456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728400.000000 Penalty: 130671.539062
Iteration 454Q: 57 clusters Score -1.947284e+08 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 61644 members 
Mstep: Class 3 contains 2944 members 
Mstep: Class 4 contains 19252 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 87328 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192206 members 
Mstep: Class 11 contains 8471 members 
Mstep: Class 12 contains 29486 members 
Mstep: Class 13 contains 36192 members 
Mstep: Class 14 contains 9877 members 
Mstep: Class 15 contains 4359 members 
Mstep: Class 16 contains 115404 members 
Mstep: Class 17 contains 10300 members 
Mstep: Class 18 contains 8660 members 
Mstep: Class 19 contains 22893 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 31731 members 
Mstep: Class 22 contains 21585 members 
Mstep: Class 23 contains 72962 members 
Mstep: Class 24 contains 13880 members 
Mstep: Class 25 contains 613 members 
Mstep: Class 26 contains 618 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12789 members 
Mstep: Class 29 contains 28610 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 11373 members 
Mstep: Class 32 contains 7520 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 80955 members 
Mstep: Class 35 contains 79357 members 
Mstep: Class 36 contains 6711 members 
Mstep: Class 37 contains 9387 members 
Mstep: Class 38 contains 79494 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 11675 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 72615 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5388 members 
Mstep: Class 48 contains 90637 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 83413 members 
Mstep: Class 51 contains 24369 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 114122 members 
Mstep: Class 54 contains 40318 members 
Mstep: Class 55 contains 102264 members 
Mstep: Class 56 contains 98909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728240.000000 Penalty: 130671.539062
Iteration 455Q: 57 clusters Score -1.947282e+08 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 61884 members 
Mstep: Class 3 contains 2941 members 
Mstep: Class 4 contains 19256 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 87289 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192202 members 
Mstep: Class 11 contains 8448 members 
Mstep: Class 12 contains 29484 members 
Mstep: Class 13 contains 36186 members 
Mstep: Class 14 contains 9866 members 
Mstep: Class 15 contains 4359 members 
Mstep: Class 16 contains 115792 members 
Mstep: Class 17 contains 10302 members 
Mstep: Class 18 contains 8652 members 
Mstep: Class 19 contains 22893 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 31730 members 
Mstep: Class 22 contains 21560 members 
Mstep: Class 23 contains 73286 members 
Mstep: Class 24 contains 13874 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 618 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12789 members 
Mstep: Class 29 contains 28588 members 
Mstep: Class 30 contains 3845 members 
Mstep: Class 31 contains 11392 members 
Mstep: Class 32 contains 7520 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 80928 members 
Mstep: Class 35 contains 79193 members 
Mstep: Class 36 contains 6717 members 
Mstep: Class 37 contains 9394 members 
Mstep: Class 38 contains 79496 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 11621 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 72815 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5388 members 
Mstep: Class 48 contains 90548 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 82970 members 
Mstep: Class 51 contains 24211 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 113435 members 
Mstep: Class 54 contains 40254 members 
Mstep: Class 55 contains 102289 members 
Mstep: Class 56 contains 99530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728400.000000 Penalty: 130671.539062
Iteration 456Q: 57 clusters Score -1.947284e+08 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 62104 members 
Mstep: Class 3 contains 2939 members 
Mstep: Class 4 contains 19260 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 87270 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192191 members 
Mstep: Class 11 contains 8423 members 
Mstep: Class 12 contains 29483 members 
Mstep: Class 13 contains 36184 members 
Mstep: Class 14 contains 9851 members 
Mstep: Class 15 contains 4360 members 
Mstep: Class 16 contains 116284 members 
Mstep: Class 17 contains 10303 members 
Mstep: Class 18 contains 8646 members 
Mstep: Class 19 contains 22895 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 31727 members 
Mstep: Class 22 contains 21531 members 
Mstep: Class 23 contains 73582 members 
Mstep: Class 24 contains 13872 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 618 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12788 members 
Mstep: Class 29 contains 28564 members 
Mstep: Class 30 contains 3845 members 
Mstep: Class 31 contains 11410 members 
Mstep: Class 32 contains 7520 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 80903 members 
Mstep: Class 35 contains 79066 members 
Mstep: Class 36 contains 6715 members 
Mstep: Class 37 contains 9400 members 
Mstep: Class 38 contains 79499 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 11548 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 72985 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5389 members 
Mstep: Class 48 contains 90460 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 82519 members 
Mstep: Class 51 contains 24097 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 112626 members 
Mstep: Class 54 contains 40149 members 
Mstep: Class 55 contains 102307 members 
Mstep: Class 56 contains 100232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728368.000000 Penalty: 130671.539062
Iteration 457Q: 57 clusters Score -1.947284e+08 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 62230 members 
Mstep: Class 3 contains 2940 members 
Mstep: Class 4 contains 19256 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 87255 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192187 members 
Mstep: Class 11 contains 8394 members 
Mstep: Class 12 contains 29482 members 
Mstep: Class 13 contains 36177 members 
Mstep: Class 14 contains 9843 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 16 contains 116984 members 
Mstep: Class 17 contains 10301 members 
Mstep: Class 18 contains 8641 members 
Mstep: Class 19 contains 22896 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 31721 members 
Mstep: Class 22 contains 21503 members 
Mstep: Class 23 contains 73971 members 
Mstep: Class 24 contains 13875 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 618 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12788 members 
Mstep: Class 29 contains 28536 members 
Mstep: Class 30 contains 3845 members 
Mstep: Class 31 contains 11426 members 
Mstep: Class 32 contains 7520 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 80875 members 
Mstep: Class 35 contains 78948 members 
Mstep: Class 36 contains 6710 members 
Mstep: Class 37 contains 9401 members 
Mstep: Class 38 contains 79500 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 11490 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 73126 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5387 members 
Mstep: Class 48 contains 90311 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 82025 members 
Mstep: Class 51 contains 24020 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 111852 members 
Mstep: Class 54 contains 40047 members 
Mstep: Class 55 contains 102268 members 
Mstep: Class 56 contains 100835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728080.000000 Penalty: 130671.539062
Iteration 458Q: 57 clusters Score -1.947281e+08 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 62341 members 
Mstep: Class 3 contains 2945 members 
Mstep: Class 4 contains 19257 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 87213 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192182 members 
Mstep: Class 11 contains 8362 members 
Mstep: Class 12 contains 29479 members 
Mstep: Class 13 contains 36182 members 
Mstep: Class 14 contains 9834 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 16 contains 117852 members 
Mstep: Class 17 contains 10307 members 
Mstep: Class 18 contains 8638 members 
Mstep: Class 19 contains 22900 members 
Mstep: Class 20 contains 1460 members 
Mstep: Class 21 contains 31717 members 
Mstep: Class 22 contains 21470 members 
Mstep: Class 23 contains 74399 members 
Mstep: Class 24 contains 13879 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 618 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12788 members 
Mstep: Class 29 contains 28502 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 11431 members 
Mstep: Class 32 contains 7520 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 80845 members 
Mstep: Class 35 contains 78794 members 
Mstep: Class 36 contains 6710 members 
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Mstep: Class 38 contains 79499 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 11440 members 
Mstep: Class 43 contains 1006 members 
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Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5384 members 
Mstep: Class 48 contains 90104 members 
Mstep: Class 49 contains 798 members 
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Mstep: Class 51 contains 23934 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 110947 members 
Mstep: Class 54 contains 39909 members 
Mstep: Class 55 contains 102194 members 
Mstep: Class 56 contains 101546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728064.000000 Penalty: 130671.539062
Iteration 459Q: 57 clusters Score -1.947281e+08 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 62420 members 
Mstep: Class 3 contains 2945 members 
Mstep: Class 4 contains 19264 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 87194 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192168 members 
Mstep: Class 11 contains 8320 members 
Mstep: Class 12 contains 29480 members 
Mstep: Class 13 contains 36195 members 
Mstep: Class 14 contains 9825 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 16 contains 118760 members 
Mstep: Class 17 contains 10307 members 
Mstep: Class 18 contains 8634 members 
Mstep: Class 19 contains 22901 members 
Mstep: Class 20 contains 1460 members 
Mstep: Class 21 contains 31714 members 
Mstep: Class 22 contains 21447 members 
Mstep: Class 23 contains 74899 members 
Mstep: Class 24 contains 13882 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12787 members 
Mstep: Class 29 contains 28466 members 
Mstep: Class 30 contains 3845 members 
Mstep: Class 31 contains 11440 members 
Mstep: Class 32 contains 7520 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 80824 members 
Mstep: Class 35 contains 78657 members 
Mstep: Class 36 contains 6698 members 
Mstep: Class 37 contains 9417 members 
Mstep: Class 38 contains 79500 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 11410 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 73456 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5377 members 
Mstep: Class 48 contains 89886 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 80872 members 
Mstep: Class 51 contains 23855 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 109947 members 
Mstep: Class 54 contains 39808 members 
Mstep: Class 55 contains 102105 members 
Mstep: Class 56 contains 102341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728208.000000 Penalty: 130671.539062
Iteration 460F: 57 clusters Score -1.947282e+08 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 62359 members 
Mstep: Class 3 contains 2945 members 
Mstep: Class 4 contains 19265 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 87171 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192159 members 
Mstep: Class 11 contains 8296 members 
Mstep: Class 12 contains 29481 members 
Mstep: Class 13 contains 36216 members 
Mstep: Class 14 contains 9816 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 16 contains 119626 members 
Mstep: Class 17 contains 10306 members 
Mstep: Class 18 contains 8633 members 
Mstep: Class 19 contains 22900 members 
Mstep: Class 20 contains 1460 members 
Mstep: Class 21 contains 31710 members 
Mstep: Class 22 contains 21413 members 
Mstep: Class 23 contains 75334 members 
Mstep: Class 24 contains 13885 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12786 members 
Mstep: Class 29 contains 28439 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 11458 members 
Mstep: Class 32 contains 7520 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 80814 members 
Mstep: Class 35 contains 78570 members 
Mstep: Class 36 contains 6692 members 
Mstep: Class 37 contains 9434 members 
Mstep: Class 38 contains 79493 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 11375 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 73585 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5387 members 
Mstep: Class 48 contains 89654 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 80298 members 
Mstep: Class 51 contains 23759 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 108835 members 
Mstep: Class 54 contains 39695 members 
Mstep: Class 55 contains 101957 members 
Mstep: Class 56 contains 103454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194727968.000000 Penalty: 130671.539062
Iteration 461Q: 57 clusters Score -1.94728e+08 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 62275 members 
Mstep: Class 3 contains 2946 members 
Mstep: Class 4 contains 19266 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 87182 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192158 members 
Mstep: Class 11 contains 8275 members 
Mstep: Class 12 contains 29483 members 
Mstep: Class 13 contains 36220 members 
Mstep: Class 14 contains 9818 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 16 contains 120694 members 
Mstep: Class 17 contains 10309 members 
Mstep: Class 18 contains 8630 members 
Mstep: Class 19 contains 22903 members 
Mstep: Class 20 contains 1460 members 
Mstep: Class 21 contains 31699 members 
Mstep: Class 22 contains 21377 members 
Mstep: Class 23 contains 75827 members 
Mstep: Class 24 contains 13889 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12786 members 
Mstep: Class 29 contains 28383 members 
Mstep: Class 30 contains 3845 members 
Mstep: Class 31 contains 11467 members 
Mstep: Class 32 contains 7520 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 80804 members 
Mstep: Class 35 contains 78506 members 
Mstep: Class 36 contains 6693 members 
Mstep: Class 37 contains 9447 members 
Mstep: Class 38 contains 79489 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 11343 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 73726 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5396 members 
Mstep: Class 48 contains 89432 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 79747 members 
Mstep: Class 51 contains 23657 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 107470 members 
Mstep: Class 54 contains 39593 members 
Mstep: Class 55 contains 101785 members 
Mstep: Class 56 contains 104526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194727280.000000 Penalty: 130671.539062
Iteration 462Q: 57 clusters Score -1.947273e+08 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 62285 members 
Mstep: Class 3 contains 2947 members 
Mstep: Class 4 contains 19265 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 87162 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192157 members 
Mstep: Class 11 contains 8256 members 
Mstep: Class 12 contains 29483 members 
Mstep: Class 13 contains 36221 members 
Mstep: Class 14 contains 9817 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 16 contains 121971 members 
Mstep: Class 17 contains 10311 members 
Mstep: Class 18 contains 8628 members 
Mstep: Class 19 contains 22908 members 
Mstep: Class 20 contains 1460 members 
Mstep: Class 21 contains 31695 members 
Mstep: Class 22 contains 21328 members 
Mstep: Class 23 contains 76352 members 
Mstep: Class 24 contains 13890 members 
Mstep: Class 25 contains 612 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12785 members 
Mstep: Class 29 contains 28337 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 11476 members 
Mstep: Class 32 contains 7519 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 80810 members 
Mstep: Class 35 contains 78474 members 
Mstep: Class 36 contains 6674 members 
Mstep: Class 37 contains 9457 members 
Mstep: Class 38 contains 79488 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 11304 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 73856 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5411 members 
Mstep: Class 48 contains 89207 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 79175 members 
Mstep: Class 51 contains 23560 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 105974 members 
Mstep: Class 54 contains 39538 members 
Mstep: Class 55 contains 101563 members 
Mstep: Class 56 contains 105436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194726688.000000 Penalty: 130671.539062
Iteration 463Q: 57 clusters Score -1.947267e+08 nChanged 6051
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 62371 members 
Mstep: Class 3 contains 2944 members 
Mstep: Class 4 contains 19263 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 87144 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192151 members 
Mstep: Class 11 contains 8230 members 
Mstep: Class 12 contains 29481 members 
Mstep: Class 13 contains 36229 members 
Mstep: Class 14 contains 9816 members 
Mstep: Class 15 contains 4360 members 
Mstep: Class 16 contains 123314 members 
Mstep: Class 17 contains 10313 members 
Mstep: Class 18 contains 8644 members 
Mstep: Class 19 contains 22912 members 
Mstep: Class 20 contains 1460 members 
Mstep: Class 21 contains 31692 members 
Mstep: Class 22 contains 21291 members 
Mstep: Class 23 contains 76744 members 
Mstep: Class 24 contains 13892 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12782 members 
Mstep: Class 29 contains 28309 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 11483 members 
Mstep: Class 32 contains 7519 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 80832 members 
Mstep: Class 35 contains 78406 members 
Mstep: Class 36 contains 6678 members 
Mstep: Class 37 contains 9475 members 
Mstep: Class 38 contains 79485 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 11273 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 74008 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5414 members 
Mstep: Class 48 contains 88910 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 78668 members 
Mstep: Class 51 contains 23470 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 104281 members 
Mstep: Class 54 contains 39418 members 
Mstep: Class 55 contains 101322 members 
Mstep: Class 56 contains 106558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194726880.000000 Penalty: 130671.539062
Iteration 464Q: 57 clusters Score -1.947269e+08 nChanged 6515
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 62364 members 
Mstep: Class 3 contains 2938 members 
Mstep: Class 4 contains 19265 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 87128 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192148 members 
Mstep: Class 11 contains 8209 members 
Mstep: Class 12 contains 29481 members 
Mstep: Class 13 contains 36239 members 
Mstep: Class 14 contains 9812 members 
Mstep: Class 15 contains 4360 members 
Mstep: Class 16 contains 124739 members 
Mstep: Class 17 contains 10316 members 
Mstep: Class 18 contains 8651 members 
Mstep: Class 19 contains 22916 members 
Mstep: Class 20 contains 1461 members 
Mstep: Class 21 contains 31689 members 
Mstep: Class 22 contains 21227 members 
Mstep: Class 23 contains 77056 members 
Mstep: Class 24 contains 13895 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12781 members 
Mstep: Class 29 contains 28266 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 11497 members 
Mstep: Class 32 contains 7518 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 80829 members 
Mstep: Class 35 contains 78355 members 
Mstep: Class 36 contains 6688 members 
Mstep: Class 37 contains 9486 members 
Mstep: Class 38 contains 79486 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 11238 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 74155 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5423 members 
Mstep: Class 48 contains 88566 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 78277 members 
Mstep: Class 51 contains 23371 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 102541 members 
Mstep: Class 54 contains 39268 members 
Mstep: Class 55 contains 101073 members 
Mstep: Class 56 contains 107830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194726864.000000 Penalty: 130671.539062
Iteration 465Q: 57 clusters Score -1.947269e+08 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 62468 members 
Mstep: Class 3 contains 2939 members 
Mstep: Class 4 contains 19262 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 87118 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192147 members 
Mstep: Class 11 contains 8197 members 
Mstep: Class 12 contains 29482 members 
Mstep: Class 13 contains 36241 members 
Mstep: Class 14 contains 9803 members 
Mstep: Class 15 contains 4360 members 
Mstep: Class 16 contains 126382 members 
Mstep: Class 17 contains 10317 members 
Mstep: Class 18 contains 8662 members 
Mstep: Class 19 contains 22917 members 
Mstep: Class 20 contains 1461 members 
Mstep: Class 21 contains 31689 members 
Mstep: Class 22 contains 21162 members 
Mstep: Class 23 contains 77306 members 
Mstep: Class 24 contains 13896 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12780 members 
Mstep: Class 29 contains 28213 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 11512 members 
Mstep: Class 32 contains 7517 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 80828 members 
Mstep: Class 35 contains 78313 members 
Mstep: Class 36 contains 6699 members 
Mstep: Class 37 contains 9490 members 
Mstep: Class 38 contains 79486 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 11203 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 74291 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5433 members 
Mstep: Class 48 contains 88117 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 77906 members 
Mstep: Class 51 contains 23264 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 100879 members 
Mstep: Class 54 contains 39116 members 
Mstep: Class 55 contains 100765 members 
Mstep: Class 56 contains 108921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194725776.000000 Penalty: 130671.539062
Iteration 466Q: 57 clusters Score -1.947258e+08 nChanged 6279
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 62769 members 
Mstep: Class 3 contains 2937 members 
Mstep: Class 4 contains 19258 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 87117 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192138 members 
Mstep: Class 11 contains 8179 members 
Mstep: Class 12 contains 29482 members 
Mstep: Class 13 contains 36254 members 
Mstep: Class 14 contains 9798 members 
Mstep: Class 15 contains 4360 members 
Mstep: Class 16 contains 127823 members 
Mstep: Class 17 contains 10320 members 
Mstep: Class 18 contains 8669 members 
Mstep: Class 19 contains 22916 members 
Mstep: Class 20 contains 1461 members 
Mstep: Class 21 contains 31687 members 
Mstep: Class 22 contains 21106 members 
Mstep: Class 23 contains 77572 members 
Mstep: Class 24 contains 13897 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12779 members 
Mstep: Class 29 contains 28173 members 
Mstep: Class 30 contains 3847 members 
Mstep: Class 31 contains 11530 members 
Mstep: Class 32 contains 7517 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 80859 members 
Mstep: Class 35 contains 78279 members 
Mstep: Class 36 contains 6699 members 
Mstep: Class 37 contains 9505 members 
Mstep: Class 38 contains 79489 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 11185 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 74406 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5430 members 
Mstep: Class 48 contains 87493 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 77546 members 
Mstep: Class 51 contains 23161 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 99262 members 
Mstep: Class 54 contains 38943 members 
Mstep: Class 55 contains 100387 members 
Mstep: Class 56 contains 110155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194725616.000000 Penalty: 130671.539062
Iteration 467Q: 57 clusters Score -1.947256e+08 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 63369 members 
Mstep: Class 3 contains 2933 members 
Mstep: Class 4 contains 19258 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 87119 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192145 members 
Mstep: Class 11 contains 8151 members 
Mstep: Class 12 contains 29482 members 
Mstep: Class 13 contains 36257 members 
Mstep: Class 14 contains 9787 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 16 contains 129113 members 
Mstep: Class 17 contains 10322 members 
Mstep: Class 18 contains 8679 members 
Mstep: Class 19 contains 22916 members 
Mstep: Class 20 contains 1461 members 
Mstep: Class 21 contains 31683 members 
Mstep: Class 22 contains 21057 members 
Mstep: Class 23 contains 77802 members 
Mstep: Class 24 contains 13895 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12779 members 
Mstep: Class 29 contains 28152 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 11548 members 
Mstep: Class 32 contains 7517 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 80889 members 
Mstep: Class 35 contains 78314 members 
Mstep: Class 36 contains 6700 members 
Mstep: Class 37 contains 9493 members 
Mstep: Class 38 contains 79488 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 11165 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 74507 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5422 members 
Mstep: Class 48 contains 86902 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 77164 members 
Mstep: Class 51 contains 23058 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 98082 members 
Mstep: Class 54 contains 38760 members 
Mstep: Class 55 contains 99915 members 
Mstep: Class 56 contains 110897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194724528.000000 Penalty: 130671.539062
Iteration 468Q: 57 clusters Score -1.947245e+08 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 64140 members 
Mstep: Class 3 contains 2935 members 
Mstep: Class 4 contains 19248 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 87110 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192143 members 
Mstep: Class 11 contains 8125 members 
Mstep: Class 12 contains 29481 members 
Mstep: Class 13 contains 36262 members 
Mstep: Class 14 contains 9777 members 
Mstep: Class 15 contains 4362 members 
Mstep: Class 16 contains 129975 members 
Mstep: Class 17 contains 10328 members 
Mstep: Class 18 contains 8677 members 
Mstep: Class 19 contains 22918 members 
Mstep: Class 20 contains 1462 members 
Mstep: Class 21 contains 31679 members 
Mstep: Class 22 contains 21023 members 
Mstep: Class 23 contains 77978 members 
Mstep: Class 24 contains 13890 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12778 members 
Mstep: Class 29 contains 28122 members 
Mstep: Class 30 contains 3845 members 
Mstep: Class 31 contains 11559 members 
Mstep: Class 32 contains 7517 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 80905 members 
Mstep: Class 35 contains 78480 members 
Mstep: Class 36 contains 6681 members 
Mstep: Class 37 contains 9485 members 
Mstep: Class 38 contains 79489 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 11145 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 74625 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5429 members 
Mstep: Class 48 contains 86542 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 76817 members 
Mstep: Class 51 contains 22993 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 97386 members 
Mstep: Class 54 contains 38537 members 
Mstep: Class 55 contains 99552 members 
Mstep: Class 56 contains 110988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194724544.000000 Penalty: 130671.539062
Iteration 469Q: 57 clusters Score -1.947245e+08 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 65047 members 
Mstep: Class 3 contains 2937 members 
Mstep: Class 4 contains 19246 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 87091 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192141 members 
Mstep: Class 11 contains 8089 members 
Mstep: Class 12 contains 29481 members 
Mstep: Class 13 contains 36273 members 
Mstep: Class 14 contains 9762 members 
Mstep: Class 15 contains 4362 members 
Mstep: Class 16 contains 130374 members 
Mstep: Class 17 contains 10332 members 
Mstep: Class 18 contains 8677 members 
Mstep: Class 19 contains 22920 members 
Mstep: Class 20 contains 1462 members 
Mstep: Class 21 contains 31676 members 
Mstep: Class 22 contains 21015 members 
Mstep: Class 23 contains 78101 members 
Mstep: Class 24 contains 13885 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12778 members 
Mstep: Class 29 contains 28094 members 
Mstep: Class 30 contains 3845 members 
Mstep: Class 31 contains 11568 members 
Mstep: Class 32 contains 7517 members 
Mstep: Class 33 contains 371 members 
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Mstep: Class 35 contains 78813 members 
Mstep: Class 36 contains 6647 members 
Mstep: Class 37 contains 9487 members 
Mstep: Class 38 contains 79491 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 11113 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 74725 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5427 members 
Mstep: Class 48 contains 86453 members 
Mstep: Class 49 contains 798 members 
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Mstep: Class 51 contains 22918 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 96801 members 
Mstep: Class 54 contains 38347 members 
Mstep: Class 55 contains 99283 members 
Mstep: Class 56 contains 110857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194723808.000000 Penalty: 130671.539062
Iteration 470Q: 57 clusters Score -1.947238e+08 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 65990 members 
Mstep: Class 3 contains 2937 members 
Mstep: Class 4 contains 19252 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 87096 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192149 members 
Mstep: Class 11 contains 8054 members 
Mstep: Class 12 contains 29478 members 
Mstep: Class 13 contains 36278 members 
Mstep: Class 14 contains 9752 members 
Mstep: Class 15 contains 4362 members 
Mstep: Class 16 contains 130704 members 
Mstep: Class 17 contains 10333 members 
Mstep: Class 18 contains 8684 members 
Mstep: Class 19 contains 22923 members 
Mstep: Class 20 contains 1462 members 
Mstep: Class 21 contains 31672 members 
Mstep: Class 22 contains 20990 members 
Mstep: Class 23 contains 78178 members 
Mstep: Class 24 contains 13886 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12778 members 
Mstep: Class 29 contains 28045 members 
Mstep: Class 30 contains 3844 members 
Mstep: Class 31 contains 11571 members 
Mstep: Class 32 contains 7517 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 80903 members 
Mstep: Class 35 contains 79179 members 
Mstep: Class 36 contains 6617 members 
Mstep: Class 37 contains 9489 members 
Mstep: Class 38 contains 79490 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 11087 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 74850 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5428 members 
Mstep: Class 48 contains 86436 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 76111 members 
Mstep: Class 51 contains 22856 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 96345 members 
Mstep: Class 54 contains 38134 members 
Mstep: Class 55 contains 99047 members 
Mstep: Class 56 contains 110481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194723136.000000 Penalty: 130671.539062
Iteration 471Q: 57 clusters Score -1.947231e+08 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 67111 members 
Mstep: Class 3 contains 2931 members 
Mstep: Class 4 contains 19248 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 87081 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192151 members 
Mstep: Class 11 contains 8024 members 
Mstep: Class 12 contains 29478 members 
Mstep: Class 13 contains 36284 members 
Mstep: Class 14 contains 9739 members 
Mstep: Class 15 contains 4362 members 
Mstep: Class 16 contains 130994 members 
Mstep: Class 17 contains 10341 members 
Mstep: Class 18 contains 8684 members 
Mstep: Class 19 contains 22926 members 
Mstep: Class 20 contains 1462 members 
Mstep: Class 21 contains 31666 members 
Mstep: Class 22 contains 20957 members 
Mstep: Class 23 contains 78189 members 
Mstep: Class 24 contains 13887 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12779 members 
Mstep: Class 29 contains 28005 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 11570 members 
Mstep: Class 32 contains 7517 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 80883 members 
Mstep: Class 35 contains 79623 members 
Mstep: Class 36 contains 6599 members 
Mstep: Class 37 contains 9490 members 
Mstep: Class 38 contains 79491 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 11046 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 74949 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5443 members 
Mstep: Class 48 contains 86541 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 75797 members 
Mstep: Class 51 contains 22808 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 95849 members 
Mstep: Class 54 contains 37916 members 
Mstep: Class 55 contains 98833 members 
Mstep: Class 56 contains 109888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194723168.000000 Penalty: 130671.539062
Iteration 472Q: 57 clusters Score -1.947232e+08 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 68189 members 
Mstep: Class 3 contains 2923 members 
Mstep: Class 4 contains 19244 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 87091 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192148 members 
Mstep: Class 11 contains 7996 members 
Mstep: Class 12 contains 29476 members 
Mstep: Class 13 contains 36292 members 
Mstep: Class 14 contains 9732 members 
Mstep: Class 15 contains 4362 members 
Mstep: Class 16 contains 131351 members 
Mstep: Class 17 contains 10344 members 
Mstep: Class 18 contains 8677 members 
Mstep: Class 19 contains 22927 members 
Mstep: Class 20 contains 1462 members 
Mstep: Class 21 contains 31664 members 
Mstep: Class 22 contains 20922 members 
Mstep: Class 23 contains 78210 members 
Mstep: Class 24 contains 13885 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12779 members 
Mstep: Class 29 contains 27972 members 
Mstep: Class 30 contains 3847 members 
Mstep: Class 31 contains 11568 members 
Mstep: Class 32 contains 7517 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 80868 members 
Mstep: Class 35 contains 80056 members 
Mstep: Class 36 contains 6588 members 
Mstep: Class 37 contains 9495 members 
Mstep: Class 38 contains 79490 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 11033 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 75037 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5457 members 
Mstep: Class 48 contains 86726 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 75491 members 
Mstep: Class 51 contains 22767 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 95364 members 
Mstep: Class 54 contains 37690 members 
Mstep: Class 55 contains 98662 members 
Mstep: Class 56 contains 109086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194723456.000000 Penalty: 130671.539062
Iteration 473Q: 57 clusters Score -1.947235e+08 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 69307 members 
Mstep: Class 3 contains 2915 members 
Mstep: Class 4 contains 19241 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 87102 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192153 members 
Mstep: Class 11 contains 7983 members 
Mstep: Class 12 contains 29472 members 
Mstep: Class 13 contains 36281 members 
Mstep: Class 14 contains 9725 members 
Mstep: Class 15 contains 4362 members 
Mstep: Class 16 contains 131583 members 
Mstep: Class 17 contains 10346 members 
Mstep: Class 18 contains 8665 members 
Mstep: Class 19 contains 22933 members 
Mstep: Class 20 contains 1462 members 
Mstep: Class 21 contains 31660 members 
Mstep: Class 22 contains 20878 members 
Mstep: Class 23 contains 78151 members 
Mstep: Class 24 contains 13890 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12779 members 
Mstep: Class 29 contains 27939 members 
Mstep: Class 30 contains 3848 members 
Mstep: Class 31 contains 11577 members 
Mstep: Class 32 contains 7517 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 80860 members 
Mstep: Class 35 contains 80491 members 
Mstep: Class 36 contains 6567 members 
Mstep: Class 37 contains 9498 members 
Mstep: Class 38 contains 79491 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 11017 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 75127 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5469 members 
Mstep: Class 48 contains 87035 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 75200 members 
Mstep: Class 51 contains 22714 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 94905 members 
Mstep: Class 54 contains 37479 members 
Mstep: Class 55 contains 98514 members 
Mstep: Class 56 contains 108252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194723344.000000 Penalty: 130671.539062
Iteration 474Q: 57 clusters Score -1.947233e+08 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 70297 members 
Mstep: Class 3 contains 2909 members 
Mstep: Class 4 contains 19234 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 87128 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192156 members 
Mstep: Class 11 contains 7957 members 
Mstep: Class 12 contains 29470 members 
Mstep: Class 13 contains 36292 members 
Mstep: Class 14 contains 9711 members 
Mstep: Class 15 contains 4362 members 
Mstep: Class 16 contains 131610 members 
Mstep: Class 17 contains 10349 members 
Mstep: Class 18 contains 8654 members 
Mstep: Class 19 contains 22935 members 
Mstep: Class 20 contains 1462 members 
Mstep: Class 21 contains 31658 members 
Mstep: Class 22 contains 20842 members 
Mstep: Class 23 contains 78147 members 
Mstep: Class 24 contains 13896 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12779 members 
Mstep: Class 29 contains 27913 members 
Mstep: Class 30 contains 3848 members 
Mstep: Class 31 contains 11573 members 
Mstep: Class 32 contains 7517 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 80855 members 
Mstep: Class 35 contains 80938 members 
Mstep: Class 36 contains 6546 members 
Mstep: Class 37 contains 9508 members 
Mstep: Class 38 contains 79487 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 11010 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 75209 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5472 members 
Mstep: Class 48 contains 87448 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 74879 members 
Mstep: Class 51 contains 22667 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 94535 members 
Mstep: Class 54 contains 37262 members 
Mstep: Class 55 contains 98351 members 
Mstep: Class 56 contains 107522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194723824.000000 Penalty: 130671.539062
Iteration 475Q: 57 clusters Score -1.947238e+08 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 71374 members 
Mstep: Class 3 contains 2904 members 
Mstep: Class 4 contains 19231 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 87132 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192148 members 
Mstep: Class 11 contains 7931 members 
Mstep: Class 12 contains 29467 members 
Mstep: Class 13 contains 36282 members 
Mstep: Class 14 contains 9698 members 
Mstep: Class 15 contains 4362 members 
Mstep: Class 16 contains 131484 members 
Mstep: Class 17 contains 10350 members 
Mstep: Class 18 contains 8642 members 
Mstep: Class 19 contains 22942 members 
Mstep: Class 20 contains 1462 members 
Mstep: Class 21 contains 31650 members 
Mstep: Class 22 contains 20822 members 
Mstep: Class 23 contains 78127 members 
Mstep: Class 24 contains 13899 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12778 members 
Mstep: Class 29 contains 27881 members 
Mstep: Class 30 contains 3848 members 
Mstep: Class 31 contains 11565 members 
Mstep: Class 32 contains 7517 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 80814 members 
Mstep: Class 35 contains 81357 members 
Mstep: Class 36 contains 6541 members 
Mstep: Class 37 contains 9515 members 
Mstep: Class 38 contains 79494 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 11007 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 75298 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5454 members 
Mstep: Class 48 contains 87854 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 74574 members 
Mstep: Class 51 contains 22626 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 94178 members 
Mstep: Class 54 contains 37033 members 
Mstep: Class 55 contains 98287 members 
Mstep: Class 56 contains 106860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194723040.000000 Penalty: 130671.539062
Iteration 476Q: 57 clusters Score -1.94723e+08 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 72450 members 
Mstep: Class 3 contains 2895 members 
Mstep: Class 4 contains 19233 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 87145 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192147 members 
Mstep: Class 11 contains 7916 members 
Mstep: Class 12 contains 29465 members 
Mstep: Class 13 contains 36292 members 
Mstep: Class 14 contains 9687 members 
Mstep: Class 15 contains 4362 members 
Mstep: Class 16 contains 131224 members 
Mstep: Class 17 contains 10353 members 
Mstep: Class 18 contains 8628 members 
Mstep: Class 19 contains 22948 members 
Mstep: Class 20 contains 1462 members 
Mstep: Class 21 contains 31646 members 
Mstep: Class 22 contains 20804 members 
Mstep: Class 23 contains 78107 members 
Mstep: Class 24 contains 13901 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12778 members 
Mstep: Class 29 contains 27827 members 
Mstep: Class 30 contains 3849 members 
Mstep: Class 31 contains 11552 members 
Mstep: Class 32 contains 7517 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 80775 members 
Mstep: Class 35 contains 81709 members 
Mstep: Class 36 contains 6531 members 
Mstep: Class 37 contains 9535 members 
Mstep: Class 38 contains 79491 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 10998 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 75401 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5465 members 
Mstep: Class 48 contains 88283 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 74220 members 
Mstep: Class 51 contains 22590 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 93900 members 
Mstep: Class 54 contains 36782 members 
Mstep: Class 55 contains 98262 members 
Mstep: Class 56 contains 106258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194723440.000000 Penalty: 130671.539062
Iteration 477Q: 57 clusters Score -1.947234e+08 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 73583 members 
Mstep: Class 3 contains 2892 members 
Mstep: Class 4 contains 19234 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 87155 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192154 members 
Mstep: Class 11 contains 7897 members 
Mstep: Class 12 contains 29467 members 
Mstep: Class 13 contains 36286 members 
Mstep: Class 14 contains 9674 members 
Mstep: Class 15 contains 4362 members 
Mstep: Class 16 contains 131043 members 
Mstep: Class 17 contains 10355 members 
Mstep: Class 18 contains 8619 members 
Mstep: Class 19 contains 22955 members 
Mstep: Class 20 contains 1462 members 
Mstep: Class 21 contains 31637 members 
Mstep: Class 22 contains 20792 members 
Mstep: Class 23 contains 77955 members 
Mstep: Class 24 contains 13908 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12777 members 
Mstep: Class 29 contains 27806 members 
Mstep: Class 30 contains 3849 members 
Mstep: Class 31 contains 11539 members 
Mstep: Class 32 contains 7517 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 80737 members 
Mstep: Class 35 contains 81979 members 
Mstep: Class 36 contains 6523 members 
Mstep: Class 37 contains 9537 members 
Mstep: Class 38 contains 79486 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 10978 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 75477 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5477 members 
Mstep: Class 48 contains 88586 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 73840 members 
Mstep: Class 51 contains 22542 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 93908 members 
Mstep: Class 54 contains 36579 members 
Mstep: Class 55 contains 98234 members 
Mstep: Class 56 contains 105587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194724320.000000 Penalty: 130671.539062
Iteration 478Q: 57 clusters Score -1.947243e+08 nChanged 5025
Entering ConstructFrom: 
Score: -194724320.000000 Penalty: 130671.539062
Entering ConstructFrom: 
Trying to split cluster 1 (341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Entering Unmasked Estep 
Score: -22548.951172 Penalty: 947.680908
	Iteration 0F: 2 clusters Score -22548.95 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 161 members 
Entering Unmasked Estep 
Score: -21707.716797 Penalty: 1895.361816
	Iteration 0F: 3 clusters Score -21707.72 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -21922.736328 Penalty: 1895.361816
	Iteration 1F: 3 clusters Score -21922.74 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -22069.724609 Penalty: 1895.361816
	Iteration 2F: 3 clusters Score -22069.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -22139.632812 Penalty: 1895.361816
	Iteration 3F: 3 clusters Score -22139.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -22198.068359 Penalty: 1895.361816
	Iteration 4Q: 3 clusters Score -22198.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -22223.587891 Penalty: 1895.361816
	Iteration 5Q: 3 clusters Score -22223.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -22238.974609 Penalty: 1895.361816
	Iteration 6Q: 3 clusters Score -22238.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -22244.564453 Penalty: 1895.361816
	Iteration 7Q: 3 clusters Score -22244.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -22248.921875 Penalty: 1895.361816
	Iteration 8Q: 3 clusters Score -22248.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -22248.921875 Penalty: 1895.361816
	Iteration 9F: 3 clusters Score -22248.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (74740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74740 members 
Entering Unmasked Estep 
Score: -8865422.000000 Penalty: 1823.537720
	Iteration 0F: 2 clusters Score -8865422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37224 members 
Mstep: Class 2 contains 37516 members 
Entering Unmasked Estep 
Score: -8815469.000000 Penalty: 3647.075439
	Iteration 0F: 3 clusters Score -8815469 nChanged 35427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 39337 members 
Entering Unmasked Estep 
Score: -8835707.000000 Penalty: 3647.075439
	Iteration 1F: 3 clusters Score -8835707 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34308 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
Score: -8836156.000000 Penalty: 3647.075439
	Iteration 2Q: 3 clusters Score -8836156 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32662 members 
Mstep: Class 2 contains 42078 members 
Entering Unmasked Estep 
Score: -8836792.000000 Penalty: 3647.075439
	Iteration 3Q: 3 clusters Score -8836792 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30275 members 
Mstep: Class 2 contains 44465 members 
Entering Unmasked Estep 
Score: -8837778.000000 Penalty: 3647.075439
	Iteration 4Q: 3 clusters Score -8837778 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 48079 members 
Entering Unmasked Estep 
Score: -8839587.000000 Penalty: 3647.075439
	Iteration 5F: 3 clusters Score -8839587 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 53139 members 
Entering Unmasked Estep 
Score: -8842918.000000 Penalty: 3647.075439
	Iteration 6F: 3 clusters Score -8842918 nChanged 6478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 59609 members 
Entering Unmasked Estep 
Score: -8848312.000000 Penalty: 3647.075439
	Iteration 7F: 3 clusters Score -8848312 nChanged 6876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 66485 members 
Entering Unmasked Estep 
Score: -8855220.000000 Penalty: 3647.075439
	Iteration 8F: 3 clusters Score -8855220 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 71580 members 
Entering Unmasked Estep 
Score: -8860558.000000 Penalty: 3647.075439
	Iteration 9F: 3 clusters Score -8860558 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 73915 members 
Entering Unmasked Estep 
Score: -8862868.000000 Penalty: 3647.075439
	Iteration 10Q: 3 clusters Score -8862868 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 74536 members 
Entering Unmasked Estep 
Score: -8863520.000000 Penalty: 3647.075439
	Iteration 11Q: 3 clusters Score -8863520 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 74648 members 
Entering Unmasked Estep 
Score: -8863715.000000 Penalty: 3647.075439
	Iteration 12Q: 3 clusters Score -8863715 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 74661 members 
Entering Unmasked Estep 
Score: -8863758.000000 Penalty: 3647.075439
	Iteration 13Q: 3 clusters Score -8863758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 74660 members 
Entering Unmasked Estep 
Score: -8863771.000000 Penalty: 3647.075439
	Iteration 14Q: 3 clusters Score -8863771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 74660 members 
Entering Unmasked Estep 
Score: -8863771.000000 Penalty: 3647.075439
	Iteration 15Q: 3 clusters Score -8863771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 74660 members 
Entering Unmasked Estep 
Score: -8863771.000000 Penalty: 3647.075439
	Iteration 16F: 3 clusters Score -8863771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Entering Unmasked Estep 
Score: -329948.531250 Penalty: 1295.020630
	Iteration 0F: 2 clusters Score -329948.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -327267.031250 Penalty: 2590.041260
	Iteration 0F: 3 clusters Score -327267 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -327878.750000 Penalty: 2590.041260
	Iteration 1F: 3 clusters Score -327878.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -328027.218750 Penalty: 2590.041260
	Iteration 2F: 3 clusters Score -328027.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -328113.343750 Penalty: 2590.041260
	Iteration 3Q: 3 clusters Score -328113.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -328189.656250 Penalty: 2590.041260
	Iteration 4Q: 3 clusters Score -328189.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -328252.625000 Penalty: 2590.041260
	Iteration 5Q: 3 clusters Score -328252.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -328303.531250 Penalty: 2590.041260
	Iteration 6Q: 3 clusters Score -328303.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -328369.468750 Penalty: 2590.041260
	Iteration 7Q: 3 clusters Score -328369.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -328441.406250 Penalty: 2590.041260
	Iteration 8Q: 3 clusters Score -328441.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -328523.968750 Penalty: 2590.041260
	Iteration 9Q: 3 clusters Score -328524 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -328589.906250 Penalty: 2590.041260
	Iteration 10Q: 3 clusters Score -328589.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -328645.156250 Penalty: 2590.041260
	Iteration 11Q: 3 clusters Score -328645.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -328705.875000 Penalty: 2590.041260
	Iteration 12Q: 3 clusters Score -328705.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -328743.812500 Penalty: 2590.041260
	Iteration 13Q: 3 clusters Score -328743.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -328771.593750 Penalty: 2590.041260
	Iteration 14Q: 3 clusters Score -328771.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -328800.468750 Penalty: 2590.041260
	Iteration 15Q: 3 clusters Score -328800.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -328835.125000 Penalty: 2590.041260
	Iteration 16Q: 3 clusters Score -328835.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -328869.343750 Penalty: 2590.041260
	Iteration 17Q: 3 clusters Score -328869.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -328897.312500 Penalty: 2590.041260
	Iteration 18Q: 3 clusters Score -328897.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -328926.468750 Penalty: 2590.041260
	Iteration 19Q: 3 clusters Score -328926.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -328954.000000 Penalty: 2590.041260
	Iteration 20F: 3 clusters Score -328954 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -328975.937500 Penalty: 2590.041260
	Iteration 21Q: 3 clusters Score -328975.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -328989.250000 Penalty: 2590.041260
	Iteration 22Q: 3 clusters Score -328989.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -328999.187500 Penalty: 2590.041260
	Iteration 23Q: 3 clusters Score -328999.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -329002.375000 Penalty: 2590.041260
	Iteration 24Q: 3 clusters Score -329002.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -329002.843750 Penalty: 2590.041260
	Iteration 25Q: 3 clusters Score -329002.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -329004.812500 Penalty: 2590.041260
	Iteration 26Q: 3 clusters Score -329004.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -329005.187500 Penalty: 2590.041260
	Iteration 27Q: 3 clusters Score -329005.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -329005.500000 Penalty: 2590.041260
	Iteration 28Q: 3 clusters Score -329005.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -329006.281250 Penalty: 2590.041260
	Iteration 29Q: 3 clusters Score -329006.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -329006.281250 Penalty: 2590.041260
	Iteration 30F: 3 clusters Score -329006.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Entering Unmasked Estep 
Score: -2216325.750000 Penalty: 1602.919922
	Iteration 0F: 2 clusters Score -2216326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -2203207.250000 Penalty: 3205.839844
	Iteration 0F: 3 clusters Score -2203207 nChanged 8616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -2207873.750000 Penalty: 3205.839844
	Iteration 1F: 3 clusters Score -2207874 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -2208151.500000 Penalty: 3205.839844
	Iteration 2Q: 3 clusters Score -2208152 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -2208431.500000 Penalty: 3205.839844
	Iteration 3Q: 3 clusters Score -2208432 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -2208770.500000 Penalty: 3205.839844
	Iteration 4Q: 3 clusters Score -2208770 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -2209165.750000 Penalty: 3205.839844
	Iteration 5Q: 3 clusters Score -2209166 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -2209679.500000 Penalty: 3205.839844
	Iteration 6Q: 3 clusters Score -2209680 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -2210332.500000 Penalty: 3205.839844
	Iteration 7F: 3 clusters Score -2210332 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -2211115.000000 Penalty: 3205.839844
	Iteration 8F: 3 clusters Score -2211115 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -2211910.500000 Penalty: 3205.839844
	Iteration 9F: 3 clusters Score -2211910 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -2212549.500000 Penalty: 3205.839844
	Iteration 10F: 3 clusters Score -2212550 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -2212869.000000 Penalty: 3205.839844
	Iteration 11Q: 3 clusters Score -2212869 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -2212982.500000 Penalty: 3205.839844
	Iteration 12Q: 3 clusters Score -2212982 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -2213037.250000 Penalty: 3205.839844
	Iteration 13Q: 3 clusters Score -2213037 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -2213072.500000 Penalty: 3205.839844
	Iteration 14Q: 3 clusters Score -2213072 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -2213107.000000 Penalty: 3205.839844
	Iteration 15Q: 3 clusters Score -2213107 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -2213130.750000 Penalty: 3205.839844
	Iteration 16Q: 3 clusters Score -2213131 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -2213155.500000 Penalty: 3205.839844
	Iteration 17Q: 3 clusters Score -2213156 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -2213193.000000 Penalty: 3205.839844
	Iteration 18Q: 3 clusters Score -2213193 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -2213210.500000 Penalty: 3205.839844
	Iteration 19Q: 3 clusters Score -2213210 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -2213238.750000 Penalty: 3205.839844
	Iteration 20F: 3 clusters Score -2213239 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -2213263.500000 Penalty: 3205.839844
	Iteration 21Q: 3 clusters Score -2213264 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -2213268.750000 Penalty: 3205.839844
	Iteration 22Q: 3 clusters Score -2213269 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -2213293.250000 Penalty: 3205.839844
	Iteration 23Q: 3 clusters Score -2213293 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -2213321.750000 Penalty: 3205.839844
	Iteration 24Q: 3 clusters Score -2213322 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -2213334.750000 Penalty: 3205.839844
	Iteration 25Q: 3 clusters Score -2213335 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -2213355.500000 Penalty: 3205.839844
	Iteration 26Q: 3 clusters Score -2213356 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -2213366.500000 Penalty: 3205.839844
	Iteration 27Q: 3 clusters Score -2213366 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -2213371.250000 Penalty: 3205.839844
	Iteration 28Q: 3 clusters Score -2213371 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -2213380.500000 Penalty: 3205.839844
	Iteration 29Q: 3 clusters Score -2213380 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -2213381.000000 Penalty: 3205.839844
	Iteration 30Q: 3 clusters Score -2213381 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -2213393.250000 Penalty: 3205.839844
	Iteration 31Q: 3 clusters Score -2213393 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -2213402.000000 Penalty: 3205.839844
	Iteration 32Q: 3 clusters Score -2213402 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -2213414.250000 Penalty: 3205.839844
	Iteration 33Q: 3 clusters Score -2213414 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -2213421.250000 Penalty: 3205.839844
	Iteration 34Q: 3 clusters Score -2213421 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -2213438.500000 Penalty: 3205.839844
	Iteration 35Q: 3 clusters Score -2213438 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -2213445.000000 Penalty: 3205.839844
	Iteration 36Q: 3 clusters Score -2213445 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -2213449.250000 Penalty: 3205.839844
	Iteration 37Q: 3 clusters Score -2213449 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -2213454.500000 Penalty: 3205.839844
	Iteration 38Q: 3 clusters Score -2213454 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -2213465.750000 Penalty: 3205.839844
	Iteration 39Q: 3 clusters Score -2213466 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -2213470.250000 Penalty: 3205.839844
	Iteration 40F: 3 clusters Score -2213470 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -2213477.750000 Penalty: 3205.839844
	Iteration 41Q: 3 clusters Score -2213478 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -2213488.500000 Penalty: 3205.839844
	Iteration 42Q: 3 clusters Score -2213488 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -2213488.250000 Penalty: 3205.839844
	Iteration 43Q: 3 clusters Score -2213488 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -2213493.250000 Penalty: 3205.839844
	Iteration 44Q: 3 clusters Score -2213493 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -2213501.500000 Penalty: 3205.839844
	Iteration 45Q: 3 clusters Score -2213502 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -2213507.750000 Penalty: 3205.839844
	Iteration 46Q: 3 clusters Score -2213508 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -2213512.750000 Penalty: 3205.839844
	Iteration 47Q: 3 clusters Score -2213513 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -2213525.500000 Penalty: 3205.839844
	Iteration 48Q: 3 clusters Score -2213526 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -2213528.000000 Penalty: 3205.839844
	Iteration 49Q: 3 clusters Score -2213528 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -2213537.000000 Penalty: 3205.839844
	Iteration 50Q: 3 clusters Score -2213537 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -2213531.500000 Penalty: 3205.839844
	Iteration 51Q: 3 clusters Score -2213532 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -2213546.250000 Penalty: 3205.839844
	Iteration 52Q: 3 clusters Score -2213546 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -2213550.250000 Penalty: 3205.839844
	Iteration 53Q: 3 clusters Score -2213550 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -2213559.250000 Penalty: 3205.839844
	Iteration 54Q: 3 clusters Score -2213559 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -2213559.000000 Penalty: 3205.839844
	Iteration 55Q: 3 clusters Score -2213559 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -2213559.000000 Penalty: 3205.839844
	Iteration 56Q: 3 clusters Score -2213559 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -2213559.500000 Penalty: 3205.839844
	Iteration 57Q: 3 clusters Score -2213560 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -2213559.250000 Penalty: 3205.839844
	Iteration 58Q: 3 clusters Score -2213559 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -2213558.500000 Penalty: 3205.839844
	Iteration 59Q: 3 clusters Score -2213558 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -2213567.000000 Penalty: 3205.839844
	Iteration 60F: 3 clusters Score -2213567 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -2213563.750000 Penalty: 3205.839844
	Iteration 61Q: 3 clusters Score -2213564 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -2213563.000000 Penalty: 3205.839844
	Iteration 62Q: 3 clusters Score -2213563 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -2213570.000000 Penalty: 3205.839844
	Iteration 63Q: 3 clusters Score -2213570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -2213568.750000 Penalty: 3205.839844
	Iteration 64Q: 3 clusters Score -2213569 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -2213571.000000 Penalty: 3205.839844
	Iteration 65Q: 3 clusters Score -2213571 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -2213572.250000 Penalty: 3205.839844
	Iteration 66Q: 3 clusters Score -2213572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -2213574.000000 Penalty: 3205.839844
	Iteration 67Q: 3 clusters Score -2213574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -2213574.250000 Penalty: 3205.839844
	Iteration 68Q: 3 clusters Score -2213574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -2213574.250000 Penalty: 3205.839844
	Iteration 69Q: 3 clusters Score -2213574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -2213577.750000 Penalty: 3205.839844
	Iteration 70Q: 3 clusters Score -2213578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -2213574.750000 Penalty: 3205.839844
	Iteration 71Q: 3 clusters Score -2213575 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -2213575.000000 Penalty: 3205.839844
	Iteration 72Q: 3 clusters Score -2213575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -2213578.000000 Penalty: 3205.839844
	Iteration 73Q: 3 clusters Score -2213578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -2213581.500000 Penalty: 3205.839844
	Iteration 74Q: 3 clusters Score -2213582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -2213578.750000 Penalty: 3205.839844
	Iteration 75Q: 3 clusters Score -2213579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -2213582.750000 Penalty: 3205.839844
	Iteration 76Q: 3 clusters Score -2213583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -2213581.500000 Penalty: 3205.839844
	Iteration 77Q: 3 clusters Score -2213582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -2213581.250000 Penalty: 3205.839844
	Iteration 78Q: 3 clusters Score -2213581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -2213581.250000 Penalty: 3205.839844
	Iteration 79Q: 3 clusters Score -2213581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -2213580.250000 Penalty: 3205.839844
	Iteration 80F: 3 clusters Score -2213580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -47670.097656 Penalty: 1026.539307
	Iteration 0F: 2 clusters Score -47670.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -46616.425781 Penalty: 2053.078613
	Iteration 0F: 3 clusters Score -46616.43 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -46866.828125 Penalty: 2053.078613
	Iteration 1F: 3 clusters Score -46866.83 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -47002.906250 Penalty: 2053.078613
	Iteration 2F: 3 clusters Score -47002.91 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -47174.910156 Penalty: 2053.078613
	Iteration 3F: 3 clusters Score -47174.91 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -47223.507812 Penalty: 2053.078613
	Iteration 4F: 3 clusters Score -47223.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -47286.054688 Penalty: 2053.078613
	Iteration 5Q: 3 clusters Score -47286.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -47347.062500 Penalty: 2053.078613
	Iteration 6Q: 3 clusters Score -47347.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -47387.710938 Penalty: 2053.078613
	Iteration 7Q: 3 clusters Score -47387.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -47405.488281 Penalty: 2053.078613
	Iteration 8Q: 3 clusters Score -47405.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -47430.980469 Penalty: 2053.078613
	Iteration 9Q: 3 clusters Score -47430.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -47448.445312 Penalty: 2053.078613
	Iteration 10Q: 3 clusters Score -47448.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -47457.320312 Penalty: 2053.078613
	Iteration 11Q: 3 clusters Score -47457.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -47463.632812 Penalty: 2053.078613
	Iteration 12Q: 3 clusters Score -47463.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -47465.480469 Penalty: 2053.078613
	Iteration 13Q: 3 clusters Score -47465.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -47465.562500 Penalty: 2053.078613
	Iteration 14F: 3 clusters Score -47465.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -47472.078125 Penalty: 2053.078613
	Iteration 15Q: 3 clusters Score -47472.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -47486.203125 Penalty: 2053.078613
	Iteration 16Q: 3 clusters Score -47486.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -47497.664062 Penalty: 2053.078613
	Iteration 17Q: 3 clusters Score -47497.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -47501.500000 Penalty: 2053.078613
	Iteration 18Q: 3 clusters Score -47501.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -47501.500000 Penalty: 2053.078613
	Iteration 19F: 3 clusters Score -47501.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Entering Unmasked Estep 
Score: -42631.757812 Penalty: 993.832458
	Iteration 0F: 2 clusters Score -42631.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -41608.324219 Penalty: 1987.664917
	Iteration 0F: 3 clusters Score -41608.32 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -41777.398438 Penalty: 1987.664917
	Iteration 1F: 3 clusters Score -41777.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -41832.988281 Penalty: 1987.664917
	Iteration 2F: 3 clusters Score -41832.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -41858.636719 Penalty: 1987.664917
	Iteration 3Q: 3 clusters Score -41858.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -41873.855469 Penalty: 1987.664917
	Iteration 4Q: 3 clusters Score -41873.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -41873.855469 Penalty: 1987.664917
	Iteration 5F: 3 clusters Score -41873.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (87197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87197 members 
Entering Unmasked Estep 
Score: -9911676.000000 Penalty: 1848.587769
	Iteration 0F: 2 clusters Score -9911676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43791 members 
Mstep: Class 2 contains 43406 members 
Entering Unmasked Estep 
Score: -9853585.000000 Penalty: 3697.175537
	Iteration 0F: 3 clusters Score -9853585 nChanged 41387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46648 members 
Mstep: Class 2 contains 40549 members 
Entering Unmasked Estep 
Score: -9877731.000000 Penalty: 3697.175537
	Iteration 1F: 3 clusters Score -9877731 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48537 members 
Mstep: Class 2 contains 38660 members 
Entering Unmasked Estep 
Score: -9878809.000000 Penalty: 3697.175537
	Iteration 2Q: 3 clusters Score -9878809 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51358 members 
Mstep: Class 2 contains 35839 members 
Entering Unmasked Estep 
Score: -9880465.000000 Penalty: 3697.175537
	Iteration 3Q: 3 clusters Score -9880465 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55460 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
Score: -9883004.000000 Penalty: 3697.175537
	Iteration 4F: 3 clusters Score -9883004 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60933 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -9886997.000000 Penalty: 3697.175537
	Iteration 5F: 3 clusters Score -9886997 nChanged 6775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67514 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -9892716.000000 Penalty: 3697.175537
	Iteration 6F: 3 clusters Score -9892716 nChanged 6694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74126 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -9899026.000000 Penalty: 3697.175537
	Iteration 7F: 3 clusters Score -9899026 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79418 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -9904260.000000 Penalty: 3697.175537
	Iteration 8F: 3 clusters Score -9904260 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82450 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -9907341.000000 Penalty: 3697.175537
	Iteration 9Q: 3 clusters Score -9907341 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83866 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -9908897.000000 Penalty: 3697.175537
	Iteration 10Q: 3 clusters Score -9908897 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84556 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -9909664.000000 Penalty: 3697.175537
	Iteration 11Q: 3 clusters Score -9909664 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84907 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -9910005.000000 Penalty: 3697.175537
	Iteration 12Q: 3 clusters Score -9910005 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85135 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -9910172.000000 Penalty: 3697.175537
	Iteration 13Q: 3 clusters Score -9910172 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85295 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -9910244.000000 Penalty: 3697.175537
	Iteration 14Q: 3 clusters Score -9910244 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85405 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -9910280.000000 Penalty: 3697.175537
	Iteration 15Q: 3 clusters Score -9910280 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85502 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -9910325.000000 Penalty: 3697.175537
	Iteration 16Q: 3 clusters Score -9910325 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85577 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -9910355.000000 Penalty: 3697.175537
	Iteration 17Q: 3 clusters Score -9910355 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85643 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -9910359.000000 Penalty: 3697.175537
	Iteration 18Q: 3 clusters Score -9910359 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85679 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -9910385.000000 Penalty: 3697.175537
	Iteration 19Q: 3 clusters Score -9910385 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85712 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -9910397.000000 Penalty: 3697.175537
	Iteration 20F: 3 clusters Score -9910397 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85741 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -9910407.000000 Penalty: 3697.175537
	Iteration 21Q: 3 clusters Score -9910407 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85770 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -9910432.000000 Penalty: 3697.175537
	Iteration 22Q: 3 clusters Score -9910432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85789 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -9910444.000000 Penalty: 3697.175537
	Iteration 23Q: 3 clusters Score -9910444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85800 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -9910445.000000 Penalty: 3697.175537
	Iteration 24Q: 3 clusters Score -9910445 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85814 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -9910451.000000 Penalty: 3697.175537
	Iteration 25Q: 3 clusters Score -9910451 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85827 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -9910448.000000 Penalty: 3697.175537
	Iteration 26Q: 3 clusters Score -9910448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85842 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -9910463.000000 Penalty: 3697.175537
	Iteration 27Q: 3 clusters Score -9910463 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85859 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -9910464.000000 Penalty: 3697.175537
	Iteration 28Q: 3 clusters Score -9910464 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85871 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -9910463.000000 Penalty: 3697.175537
	Iteration 29Q: 3 clusters Score -9910463 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85883 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -9910471.000000 Penalty: 3697.175537
	Iteration 30Q: 3 clusters Score -9910471 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85893 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -9910471.000000 Penalty: 3697.175537
	Iteration 31Q: 3 clusters Score -9910471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85901 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -9910461.000000 Penalty: 3697.175537
	Iteration 32Q: 3 clusters Score -9910461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85909 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -9910468.000000 Penalty: 3697.175537
	Iteration 33Q: 3 clusters Score -9910468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85912 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -9910468.000000 Penalty: 3697.175537
	Iteration 34Q: 3 clusters Score -9910468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85915 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -9910472.000000 Penalty: 3697.175537
	Iteration 35Q: 3 clusters Score -9910472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85916 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -9910471.000000 Penalty: 3697.175537
	Iteration 36Q: 3 clusters Score -9910471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85916 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -9910476.000000 Penalty: 3697.175537
	Iteration 37Q: 3 clusters Score -9910476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85920 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -9910470.000000 Penalty: 3697.175537
	Iteration 38Q: 3 clusters Score -9910470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85923 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -9910475.000000 Penalty: 3697.175537
	Iteration 39Q: 3 clusters Score -9910475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85923 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -9910475.000000 Penalty: 3697.175537
	Iteration 40F: 3 clusters Score -9910475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -13386.933594 Penalty: 891.952393
	Iteration 0F: 2 clusters Score -13386.93 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 116 members 
Entering Unmasked Estep 
Score: -12758.043945 Penalty: 1783.904785
	Iteration 0F: 3 clusters Score -12758.04 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -13078.106445 Penalty: 1783.904785
	Iteration 1F: 3 clusters Score -13078.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -13230.336914 Penalty: 1783.904785
	Iteration 2F: 3 clusters Score -13230.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -13293.695312 Penalty: 1783.904785
	Iteration 3Q: 3 clusters Score -13293.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -13323.149414 Penalty: 1783.904785
	Iteration 4Q: 3 clusters Score -13323.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -13324.367188 Penalty: 1783.904785
	Iteration 5Q: 3 clusters Score -13324.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -13324.367188 Penalty: 1783.904785
	Iteration 6F: 3 clusters Score -13324.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -13744.530273 Penalty: 921.915039
	Iteration 0F: 2 clusters Score -13744.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -13071.618164 Penalty: 1843.830078
	Iteration 0F: 3 clusters Score -13071.62 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -13357.583008 Penalty: 1843.830078
	Iteration 1F: 3 clusters Score -13357.58 nChanged 31
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: -13486.533203 Penalty: 1843.830078
	Iteration 2F: 3 clusters Score -13486.53 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -13574.489258 Penalty: 1843.830078
	Iteration 3F: 3 clusters Score -13574.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13612.414062 Penalty: 1843.830078
	Iteration 4Q: 3 clusters Score -13612.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -13696.925781 Penalty: 1843.830078
	Iteration 5Q: 3 clusters Score -13696.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -13728.166992 Penalty: 1843.830078
	Iteration 6Q: 3 clusters Score -13728.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13773.692383 Penalty: 1843.830078
	Iteration 7Q: 3 clusters Score -13773.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -13801.154297 Penalty: 1843.830078
	Iteration 8Q: 3 clusters Score -13801.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -13821.954102 Penalty: 1843.830078
	Iteration 9F: 3 clusters Score -13821.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -13978.496094 Penalty: 1843.830078
	Iteration 10Q: 3 clusters Score -13978.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14017.957031 Penalty: 1843.830078
	Iteration 11Q: 3 clusters Score -14017.96 nChanged 1
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: -14028.624023 Penalty: 1843.830078
	Iteration 12Q: 3 clusters Score -14028.62 nChanged 0
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: -14028.624023 Penalty: 1843.830078
	Iteration 13F: 3 clusters Score -14028.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 74740 members 
Mstep: Class 3 contains 2891 members 
Mstep: Class 4 contains 19228 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 87197 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 182 members 
Mstep: Class 10 contains 192155 members 
Mstep: Class 11 contains 7873 members 
Mstep: Class 12 contains 29468 members 
Mstep: Class 13 contains 36283 members 
Mstep: Class 14 contains 9659 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 16 contains 130594 members 
Mstep: Class 17 contains 10360 members 
Mstep: Class 18 contains 8609 members 
Mstep: Class 19 contains 22955 members 
Mstep: Class 20 contains 1462 members 
Mstep: Class 21 contains 31628 members 
Mstep: Class 22 contains 20780 members 
Mstep: Class 23 contains 77759 members 
Mstep: Class 24 contains 13915 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12777 members 
Mstep: Class 29 contains 27785 members 
Mstep: Class 30 contains 3849 members 
Mstep: Class 31 contains 11535 members 
Mstep: Class 32 contains 7517 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 80703 members 
Mstep: Class 35 contains 82244 members 
Mstep: Class 36 contains 6513 members 
Mstep: Class 37 contains 9535 members 
Mstep: Class 38 contains 79480 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 10966 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 75507 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5481 members 
Mstep: Class 48 contains 88885 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 73498 members 
Mstep: Class 51 contains 22488 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 94024 members 
Mstep: Class 54 contains 36413 members 
Mstep: Class 55 contains 98186 members 
Mstep: Class 56 contains 105085 members 
Mstep: Class 57 contains 109 members 
Entering Unmasked Estep 
Score: -194723840.000000 Penalty: 133004.953125
Splitting cluster 9 changes total score from -194724320.000000 to -194723840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (192155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192155 members 
Entering Unmasked Estep 
Score: -22037256.000000 Penalty: 1976.984375
	Iteration 0F: 2 clusters Score -2.203726e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96055 members 
Mstep: Class 2 contains 96100 members 
Entering Unmasked Estep 
Score: -21929168.000000 Penalty: 3953.968750
	Iteration 0F: 3 clusters Score -2.192917e+07 nChanged 92986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95757 members 
Mstep: Class 2 contains 96398 members 
Entering Unmasked Estep 
Score: -21983484.000000 Penalty: 3953.968750
	Iteration 1F: 3 clusters Score -2.198348e+07 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95495 members 
Mstep: Class 2 contains 96660 members 
Entering Unmasked Estep 
Score: -21984582.000000 Penalty: 3953.968750
	Iteration 2Q: 3 clusters Score -2.198458e+07 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94953 members 
Mstep: Class 2 contains 97202 members 
Entering Unmasked Estep 
Score: -21986030.000000 Penalty: 3953.968750
	Iteration 3Q: 3 clusters Score -2.198603e+07 nChanged 6892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93903 members 
Mstep: Class 2 contains 98252 members 
Entering Unmasked Estep 
Score: -21988256.000000 Penalty: 3953.968750
	Iteration 4Q: 3 clusters Score -2.198826e+07 nChanged 8064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92331 members 
Mstep: Class 2 contains 99824 members 
Entering Unmasked Estep 
Score: -21991540.000000 Penalty: 3953.968750
	Iteration 5Q: 3 clusters Score -2.199154e+07 nChanged 9332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90171 members 
Mstep: Class 2 contains 101984 members 
Entering Unmasked Estep 
Score: -21995820.000000 Penalty: 3953.968750
	Iteration 6Q: 3 clusters Score -2.199582e+07 nChanged 10642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87437 members 
Mstep: Class 2 contains 104718 members 
Entering Unmasked Estep 
Score: -22001524.000000 Penalty: 3953.968750
	Iteration 7F: 3 clusters Score -2.200152e+07 nChanged 11538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84277 members 
Mstep: Class 2 contains 107878 members 
Entering Unmasked Estep 
Score: -22008878.000000 Penalty: 3953.968750
	Iteration 8F: 3 clusters Score -2.200888e+07 nChanged 12160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81523 members 
Mstep: Class 2 contains 110632 members 
Entering Unmasked Estep 
Score: -22017712.000000 Penalty: 3953.968750
	Iteration 9F: 3 clusters Score -2.201771e+07 nChanged 11001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79754 members 
Mstep: Class 2 contains 112401 members 
Entering Unmasked Estep 
Score: -22024012.000000 Penalty: 3953.968750
	Iteration 10F: 3 clusters Score -2.202401e+07 nChanged 7642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78540 members 
Mstep: Class 2 contains 113615 members 
Entering Unmasked Estep 
Score: -22026406.000000 Penalty: 3953.968750
	Iteration 11Q: 3 clusters Score -2.202641e+07 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77475 members 
Mstep: Class 2 contains 114680 members 
Entering Unmasked Estep 
Score: -22027052.000000 Penalty: 3953.968750
	Iteration 12Q: 3 clusters Score -2.202705e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76474 members 
Mstep: Class 2 contains 115681 members 
Entering Unmasked Estep 
Score: -22027366.000000 Penalty: 3953.968750
	Iteration 13Q: 3 clusters Score -2.202737e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75470 members 
Mstep: Class 2 contains 116685 members 
Entering Unmasked Estep 
Score: -22027584.000000 Penalty: 3953.968750
	Iteration 14Q: 3 clusters Score -2.202758e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74508 members 
Mstep: Class 2 contains 117647 members 
Entering Unmasked Estep 
Score: -22027744.000000 Penalty: 3953.968750
	Iteration 15Q: 3 clusters Score -2.202774e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73576 members 
Mstep: Class 2 contains 118579 members 
Entering Unmasked Estep 
Score: -22027978.000000 Penalty: 3953.968750
	Iteration 16Q: 3 clusters Score -2.202798e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72705 members 
Mstep: Class 2 contains 119450 members 
Entering Unmasked Estep 
Score: -22028136.000000 Penalty: 3953.968750
	Iteration 17Q: 3 clusters Score -2.202814e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71836 members 
Mstep: Class 2 contains 120319 members 
Entering Unmasked Estep 
Score: -22028288.000000 Penalty: 3953.968750
	Iteration 18Q: 3 clusters Score -2.202829e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70909 members 
Mstep: Class 2 contains 121246 members 
Entering Unmasked Estep 
Score: -22028394.000000 Penalty: 3953.968750
	Iteration 19Q: 3 clusters Score -2.202839e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70028 members 
Mstep: Class 2 contains 122127 members 
Entering Unmasked Estep 
Score: -22028404.000000 Penalty: 3953.968750
	Iteration 20F: 3 clusters Score -2.20284e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69147 members 
Mstep: Class 2 contains 123008 members 
Entering Unmasked Estep 
Score: -22028524.000000 Penalty: 3953.968750
	Iteration 21Q: 3 clusters Score -2.202852e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68315 members 
Mstep: Class 2 contains 123840 members 
Entering Unmasked Estep 
Score: -22028612.000000 Penalty: 3953.968750
	Iteration 22Q: 3 clusters Score -2.202861e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67526 members 
Mstep: Class 2 contains 124629 members 
Entering Unmasked Estep 
Score: -22028830.000000 Penalty: 3953.968750
	Iteration 23Q: 3 clusters Score -2.202883e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66753 members 
Mstep: Class 2 contains 125402 members 
Entering Unmasked Estep 
Score: -22028826.000000 Penalty: 3953.968750
	Iteration 24Q: 3 clusters Score -2.202883e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66019 members 
Mstep: Class 2 contains 126136 members 
Entering Unmasked Estep 
Score: -22028950.000000 Penalty: 3953.968750
	Iteration 25Q: 3 clusters Score -2.202895e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65319 members 
Mstep: Class 2 contains 126836 members 
Entering Unmasked Estep 
Score: -22029028.000000 Penalty: 3953.968750
	Iteration 26Q: 3 clusters Score -2.202903e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64653 members 
Mstep: Class 2 contains 127502 members 
Entering Unmasked Estep 
Score: -22029098.000000 Penalty: 3953.968750
	Iteration 27Q: 3 clusters Score -2.20291e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64053 members 
Mstep: Class 2 contains 128102 members 
Entering Unmasked Estep 
Score: -22029128.000000 Penalty: 3953.968750
	Iteration 28Q: 3 clusters Score -2.202913e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63446 members 
Mstep: Class 2 contains 128709 members 
Entering Unmasked Estep 
Score: -22029204.000000 Penalty: 3953.968750
	Iteration 29Q: 3 clusters Score -2.20292e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62812 members 
Mstep: Class 2 contains 129343 members 
Entering Unmasked Estep 
Score: -22029320.000000 Penalty: 3953.968750
	Iteration 30Q: 3 clusters Score -2.202932e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62177 members 
Mstep: Class 2 contains 129978 members 
Entering Unmasked Estep 
Score: -22029436.000000 Penalty: 3953.968750
	Iteration 31Q: 3 clusters Score -2.202944e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61648 members 
Mstep: Class 2 contains 130507 members 
Entering Unmasked Estep 
Score: -22029440.000000 Penalty: 3953.968750
	Iteration 32Q: 3 clusters Score -2.202944e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61155 members 
Mstep: Class 2 contains 131000 members 
Entering Unmasked Estep 
Score: -22029588.000000 Penalty: 3953.968750
	Iteration 33Q: 3 clusters Score -2.202959e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60657 members 
Mstep: Class 2 contains 131498 members 
Entering Unmasked Estep 
Score: -22029590.000000 Penalty: 3953.968750
	Iteration 34Q: 3 clusters Score -2.202959e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60173 members 
Mstep: Class 2 contains 131982 members 
Entering Unmasked Estep 
Score: -22029690.000000 Penalty: 3953.968750
	Iteration 35Q: 3 clusters Score -2.202969e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59657 members 
Mstep: Class 2 contains 132498 members 
Entering Unmasked Estep 
Score: -22029678.000000 Penalty: 3953.968750
	Iteration 36Q: 3 clusters Score -2.202968e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59194 members 
Mstep: Class 2 contains 132961 members 
Entering Unmasked Estep 
Score: -22029762.000000 Penalty: 3953.968750
	Iteration 37Q: 3 clusters Score -2.202976e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58774 members 
Mstep: Class 2 contains 133381 members 
Entering Unmasked Estep 
Score: -22029898.000000 Penalty: 3953.968750
	Iteration 38Q: 3 clusters Score -2.20299e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58385 members 
Mstep: Class 2 contains 133770 members 
Entering Unmasked Estep 
Score: -22030006.000000 Penalty: 3953.968750
	Iteration 39Q: 3 clusters Score -2.203001e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58038 members 
Mstep: Class 2 contains 134117 members 
Entering Unmasked Estep 
Score: -22029968.000000 Penalty: 3953.968750
	Iteration 40F: 3 clusters Score -2.202997e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57686 members 
Mstep: Class 2 contains 134469 members 
Entering Unmasked Estep 
Score: -22030096.000000 Penalty: 3953.968750
	Iteration 41Q: 3 clusters Score -2.20301e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57352 members 
Mstep: Class 2 contains 134803 members 
Entering Unmasked Estep 
Score: -22029976.000000 Penalty: 3953.968750
	Iteration 42Q: 3 clusters Score -2.202998e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57071 members 
Mstep: Class 2 contains 135084 members 
Entering Unmasked Estep 
Score: -22029996.000000 Penalty: 3953.968750
	Iteration 43Q: 3 clusters Score -2.203e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56811 members 
Mstep: Class 2 contains 135344 members 
Entering Unmasked Estep 
Score: -22029964.000000 Penalty: 3953.968750
	Iteration 44Q: 3 clusters Score -2.202996e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56553 members 
Mstep: Class 2 contains 135602 members 
Entering Unmasked Estep 
Score: -22030044.000000 Penalty: 3953.968750
	Iteration 45Q: 3 clusters Score -2.203004e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56322 members 
Mstep: Class 2 contains 135833 members 
Entering Unmasked Estep 
Score: -22030038.000000 Penalty: 3953.968750
	Iteration 46Q: 3 clusters Score -2.203004e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56128 members 
Mstep: Class 2 contains 136027 members 
Entering Unmasked Estep 
Score: -22030068.000000 Penalty: 3953.968750
	Iteration 47Q: 3 clusters Score -2.203007e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55909 members 
Mstep: Class 2 contains 136246 members 
Entering Unmasked Estep 
Score: -22030024.000000 Penalty: 3953.968750
	Iteration 48Q: 3 clusters Score -2.203002e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55647 members 
Mstep: Class 2 contains 136508 members 
Entering Unmasked Estep 
Score: -22030098.000000 Penalty: 3953.968750
	Iteration 49Q: 3 clusters Score -2.20301e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55380 members 
Mstep: Class 2 contains 136775 members 
Entering Unmasked Estep 
Score: -22030154.000000 Penalty: 3953.968750
	Iteration 50Q: 3 clusters Score -2.203015e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55131 members 
Mstep: Class 2 contains 137024 members 
Entering Unmasked Estep 
Score: -22030192.000000 Penalty: 3953.968750
	Iteration 51Q: 3 clusters Score -2.203019e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54925 members 
Mstep: Class 2 contains 137230 members 
Entering Unmasked Estep 
Score: -22030198.000000 Penalty: 3953.968750
	Iteration 52Q: 3 clusters Score -2.20302e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54759 members 
Mstep: Class 2 contains 137396 members 
Entering Unmasked Estep 
Score: -22030206.000000 Penalty: 3953.968750
	Iteration 53Q: 3 clusters Score -2.203021e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54601 members 
Mstep: Class 2 contains 137554 members 
Entering Unmasked Estep 
Score: -22030204.000000 Penalty: 3953.968750
	Iteration 54Q: 3 clusters Score -2.20302e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54429 members 
Mstep: Class 2 contains 137726 members 
Entering Unmasked Estep 
Score: -22030110.000000 Penalty: 3953.968750
	Iteration 55Q: 3 clusters Score -2.203011e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54255 members 
Mstep: Class 2 contains 137900 members 
Entering Unmasked Estep 
Score: -22030044.000000 Penalty: 3953.968750
	Iteration 56Q: 3 clusters Score -2.203004e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54098 members 
Mstep: Class 2 contains 138057 members 
Entering Unmasked Estep 
Score: -22030044.000000 Penalty: 3953.968750
	Iteration 57Q: 3 clusters Score -2.203004e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53939 members 
Mstep: Class 2 contains 138216 members 
Entering Unmasked Estep 
Score: -22030026.000000 Penalty: 3953.968750
	Iteration 58Q: 3 clusters Score -2.203003e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53775 members 
Mstep: Class 2 contains 138380 members 
Entering Unmasked Estep 
Score: -22030054.000000 Penalty: 3953.968750
	Iteration 59Q: 3 clusters Score -2.203005e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53585 members 
Mstep: Class 2 contains 138570 members 
Entering Unmasked Estep 
Score: -22030056.000000 Penalty: 3953.968750
	Iteration 60F: 3 clusters Score -2.203006e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53417 members 
Mstep: Class 2 contains 138738 members 
Entering Unmasked Estep 
Score: -22030110.000000 Penalty: 3953.968750
	Iteration 61Q: 3 clusters Score -2.203011e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53264 members 
Mstep: Class 2 contains 138891 members 
Entering Unmasked Estep 
Score: -22030126.000000 Penalty: 3953.968750
	Iteration 62Q: 3 clusters Score -2.203013e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53129 members 
Mstep: Class 2 contains 139026 members 
Entering Unmasked Estep 
Score: -22030100.000000 Penalty: 3953.968750
	Iteration 63Q: 3 clusters Score -2.20301e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53025 members 
Mstep: Class 2 contains 139130 members 
Entering Unmasked Estep 
Score: -22030096.000000 Penalty: 3953.968750
	Iteration 64Q: 3 clusters Score -2.20301e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52940 members 
Mstep: Class 2 contains 139215 members 
Entering Unmasked Estep 
Score: -22030110.000000 Penalty: 3953.968750
	Iteration 65Q: 3 clusters Score -2.203011e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52922 members 
Mstep: Class 2 contains 139233 members 
Entering Unmasked Estep 
Score: -22030092.000000 Penalty: 3953.968750
	Iteration 66Q: 3 clusters Score -2.203009e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52899 members 
Mstep: Class 2 contains 139256 members 
Entering Unmasked Estep 
Score: -22030004.000000 Penalty: 3953.968750
	Iteration 67Q: 3 clusters Score -2.203e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52910 members 
Mstep: Class 2 contains 139245 members 
Entering Unmasked Estep 
Score: -22029974.000000 Penalty: 3953.968750
	Iteration 68Q: 3 clusters Score -2.202997e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52985 members 
Mstep: Class 2 contains 139170 members 
Entering Unmasked Estep 
Score: -22029960.000000 Penalty: 3953.968750
	Iteration 69Q: 3 clusters Score -2.202996e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53063 members 
Mstep: Class 2 contains 139092 members 
Entering Unmasked Estep 
Score: -22029918.000000 Penalty: 3953.968750
	Iteration 70Q: 3 clusters Score -2.202992e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53138 members 
Mstep: Class 2 contains 139017 members 
Entering Unmasked Estep 
Score: -22029900.000000 Penalty: 3953.968750
	Iteration 71Q: 3 clusters Score -2.20299e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53235 members 
Mstep: Class 2 contains 138920 members 
Entering Unmasked Estep 
Score: -22029924.000000 Penalty: 3953.968750
	Iteration 72Q: 3 clusters Score -2.202992e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53399 members 
Mstep: Class 2 contains 138756 members 
Entering Unmasked Estep 
Score: -22029874.000000 Penalty: 3953.968750
	Iteration 73Q: 3 clusters Score -2.202987e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53570 members 
Mstep: Class 2 contains 138585 members 
Entering Unmasked Estep 
Score: -22029852.000000 Penalty: 3953.968750
	Iteration 74Q: 3 clusters Score -2.202985e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53733 members 
Mstep: Class 2 contains 138422 members 
Entering Unmasked Estep 
Score: -22029804.000000 Penalty: 3953.968750
	Iteration 75Q: 3 clusters Score -2.20298e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53892 members 
Mstep: Class 2 contains 138263 members 
Entering Unmasked Estep 
Score: -22029726.000000 Penalty: 3953.968750
	Iteration 76Q: 3 clusters Score -2.202973e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54085 members 
Mstep: Class 2 contains 138070 members 
Entering Unmasked Estep 
Score: -22029712.000000 Penalty: 3953.968750
	Iteration 77Q: 3 clusters Score -2.202971e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54299 members 
Mstep: Class 2 contains 137856 members 
Entering Unmasked Estep 
Score: -22029696.000000 Penalty: 3953.968750
	Iteration 78Q: 3 clusters Score -2.20297e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54545 members 
Mstep: Class 2 contains 137610 members 
Entering Unmasked Estep 
Score: -22029666.000000 Penalty: 3953.968750
	Iteration 79Q: 3 clusters Score -2.202967e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54807 members 
Mstep: Class 2 contains 137348 members 
Entering Unmasked Estep 
Score: -22029656.000000 Penalty: 3953.968750
	Iteration 80F: 3 clusters Score -2.202966e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55090 members 
Mstep: Class 2 contains 137065 members 
Entering Unmasked Estep 
Score: -22029602.000000 Penalty: 3953.968750
	Iteration 81Q: 3 clusters Score -2.20296e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55374 members 
Mstep: Class 2 contains 136781 members 
Entering Unmasked Estep 
Score: -22029606.000000 Penalty: 3953.968750
	Iteration 82Q: 3 clusters Score -2.202961e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55707 members 
Mstep: Class 2 contains 136448 members 
Entering Unmasked Estep 
Score: -22029476.000000 Penalty: 3953.968750
	Iteration 83Q: 3 clusters Score -2.202948e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56061 members 
Mstep: Class 2 contains 136094 members 
Entering Unmasked Estep 
Score: -22029376.000000 Penalty: 3953.968750
	Iteration 84Q: 3 clusters Score -2.202938e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56421 members 
Mstep: Class 2 contains 135734 members 
Entering Unmasked Estep 
Score: -22029308.000000 Penalty: 3953.968750
	Iteration 85Q: 3 clusters Score -2.202931e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56794 members 
Mstep: Class 2 contains 135361 members 
Entering Unmasked Estep 
Score: -22029232.000000 Penalty: 3953.968750
	Iteration 86Q: 3 clusters Score -2.202923e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57218 members 
Mstep: Class 2 contains 134937 members 
Entering Unmasked Estep 
Score: -22029186.000000 Penalty: 3953.968750
	Iteration 87Q: 3 clusters Score -2.202919e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57697 members 
Mstep: Class 2 contains 134458 members 
Entering Unmasked Estep 
Score: -22029142.000000 Penalty: 3953.968750
	Iteration 88Q: 3 clusters Score -2.202914e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58203 members 
Mstep: Class 2 contains 133952 members 
Entering Unmasked Estep 
Score: -22029042.000000 Penalty: 3953.968750
	Iteration 89Q: 3 clusters Score -2.202904e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58753 members 
Mstep: Class 2 contains 133402 members 
Entering Unmasked Estep 
Score: -22029070.000000 Penalty: 3953.968750
	Iteration 90Q: 3 clusters Score -2.202907e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59346 members 
Mstep: Class 2 contains 132809 members 
Entering Unmasked Estep 
Score: -22029060.000000 Penalty: 3953.968750
	Iteration 91Q: 3 clusters Score -2.202906e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59961 members 
Mstep: Class 2 contains 132194 members 
Entering Unmasked Estep 
Score: -22028962.000000 Penalty: 3953.968750
	Iteration 92Q: 3 clusters Score -2.202896e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60598 members 
Mstep: Class 2 contains 131557 members 
Entering Unmasked Estep 
Score: -22028922.000000 Penalty: 3953.968750
	Iteration 93Q: 3 clusters Score -2.202892e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61215 members 
Mstep: Class 2 contains 130940 members 
Entering Unmasked Estep 
Score: -22028944.000000 Penalty: 3953.968750
	Iteration 94Q: 3 clusters Score -2.202894e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61796 members 
Mstep: Class 2 contains 130359 members 
Entering Unmasked Estep 
Score: -22028832.000000 Penalty: 3953.968750
	Iteration 95Q: 3 clusters Score -2.202883e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62415 members 
Mstep: Class 2 contains 129740 members 
Entering Unmasked Estep 
Score: -22028820.000000 Penalty: 3953.968750
	Iteration 96Q: 3 clusters Score -2.202882e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63106 members 
Mstep: Class 2 contains 129049 members 
Entering Unmasked Estep 
Score: -22028784.000000 Penalty: 3953.968750
	Iteration 97Q: 3 clusters Score -2.202878e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63845 members 
Mstep: Class 2 contains 128310 members 
Entering Unmasked Estep 
Score: -22028720.000000 Penalty: 3953.968750
	Iteration 98Q: 3 clusters Score -2.202872e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64567 members 
Mstep: Class 2 contains 127588 members 
Entering Unmasked Estep 
Score: -22028664.000000 Penalty: 3953.968750
	Iteration 99Q: 3 clusters Score -2.202866e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65255 members 
Mstep: Class 2 contains 126900 members 
Entering Unmasked Estep 
Score: -22028572.000000 Penalty: 3953.968750
	Iteration 100F: 3 clusters Score -2.202857e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66003 members 
Mstep: Class 2 contains 126152 members 
Entering Unmasked Estep 
Score: -22028484.000000 Penalty: 3953.968750
	Iteration 101Q: 3 clusters Score -2.202848e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66833 members 
Mstep: Class 2 contains 125322 members 
Entering Unmasked Estep 
Score: -22028424.000000 Penalty: 3953.968750
	Iteration 102Q: 3 clusters Score -2.202842e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67633 members 
Mstep: Class 2 contains 124522 members 
Entering Unmasked Estep 
Score: -22028468.000000 Penalty: 3953.968750
	Iteration 103Q: 3 clusters Score -2.202847e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68481 members 
Mstep: Class 2 contains 123674 members 
Entering Unmasked Estep 
Score: -22028296.000000 Penalty: 3953.968750
	Iteration 104Q: 3 clusters Score -2.20283e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69309 members 
Mstep: Class 2 contains 122846 members 
Entering Unmasked Estep 
Score: -22028218.000000 Penalty: 3953.968750
	Iteration 105Q: 3 clusters Score -2.202822e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70165 members 
Mstep: Class 2 contains 121990 members 
Entering Unmasked Estep 
Score: -22028204.000000 Penalty: 3953.968750
	Iteration 106Q: 3 clusters Score -2.20282e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71144 members 
Mstep: Class 2 contains 121011 members 
Entering Unmasked Estep 
Score: -22028118.000000 Penalty: 3953.968750
	Iteration 107Q: 3 clusters Score -2.202812e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72072 members 
Mstep: Class 2 contains 120083 members 
Entering Unmasked Estep 
Score: -22028090.000000 Penalty: 3953.968750
	Iteration 108Q: 3 clusters Score -2.202809e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73038 members 
Mstep: Class 2 contains 119117 members 
Entering Unmasked Estep 
Score: -22027998.000000 Penalty: 3953.968750
	Iteration 109Q: 3 clusters Score -2.2028e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74034 members 
Mstep: Class 2 contains 118121 members 
Entering Unmasked Estep 
Score: -22027892.000000 Penalty: 3953.968750
	Iteration 110Q: 3 clusters Score -2.202789e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75104 members 
Mstep: Class 2 contains 117051 members 
Entering Unmasked Estep 
Score: -22027916.000000 Penalty: 3953.968750
	Iteration 111Q: 3 clusters Score -2.202792e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76187 members 
Mstep: Class 2 contains 115968 members 
Entering Unmasked Estep 
Score: -22027840.000000 Penalty: 3953.968750
	Iteration 112Q: 3 clusters Score -2.202784e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77327 members 
Mstep: Class 2 contains 114828 members 
Entering Unmasked Estep 
Score: -22027928.000000 Penalty: 3953.968750
	Iteration 113Q: 3 clusters Score -2.202793e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78510 members 
Mstep: Class 2 contains 113645 members 
Entering Unmasked Estep 
Score: -22027918.000000 Penalty: 3953.968750
	Iteration 114Q: 3 clusters Score -2.202792e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79735 members 
Mstep: Class 2 contains 112420 members 
Entering Unmasked Estep 
Score: -22027932.000000 Penalty: 3953.968750
	Iteration 115Q: 3 clusters Score -2.202793e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80925 members 
Mstep: Class 2 contains 111230 members 
Entering Unmasked Estep 
Score: -22027868.000000 Penalty: 3953.968750
	Iteration 116Q: 3 clusters Score -2.202787e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82189 members 
Mstep: Class 2 contains 109966 members 
Entering Unmasked Estep 
Score: -22027758.000000 Penalty: 3953.968750
	Iteration 117Q: 3 clusters Score -2.202776e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83412 members 
Mstep: Class 2 contains 108743 members 
Entering Unmasked Estep 
Score: -22027758.000000 Penalty: 3953.968750
	Iteration 118Q: 3 clusters Score -2.202776e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84667 members 
Mstep: Class 2 contains 107488 members 
Entering Unmasked Estep 
Score: -22027866.000000 Penalty: 3953.968750
	Iteration 119Q: 3 clusters Score -2.202787e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86010 members 
Mstep: Class 2 contains 106145 members 
Entering Unmasked Estep 
Score: -22027858.000000 Penalty: 3953.968750
	Iteration 120F: 3 clusters Score -2.202786e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87336 members 
Mstep: Class 2 contains 104819 members 
Entering Unmasked Estep 
Score: -22027952.000000 Penalty: 3953.968750
	Iteration 121Q: 3 clusters Score -2.202795e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88676 members 
Mstep: Class 2 contains 103479 members 
Entering Unmasked Estep 
Score: -22028102.000000 Penalty: 3953.968750
	Iteration 122Q: 3 clusters Score -2.20281e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90019 members 
Mstep: Class 2 contains 102136 members 
Entering Unmasked Estep 
Score: -22028168.000000 Penalty: 3953.968750
	Iteration 123Q: 3 clusters Score -2.202817e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91330 members 
Mstep: Class 2 contains 100825 members 
Entering Unmasked Estep 
Score: -22028250.000000 Penalty: 3953.968750
	Iteration 124Q: 3 clusters Score -2.202825e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92676 members 
Mstep: Class 2 contains 99479 members 
Entering Unmasked Estep 
Score: -22028248.000000 Penalty: 3953.968750
	Iteration 125Q: 3 clusters Score -2.202825e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93993 members 
Mstep: Class 2 contains 98162 members 
Entering Unmasked Estep 
Score: -22028402.000000 Penalty: 3953.968750
	Iteration 126Q: 3 clusters Score -2.20284e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95238 members 
Mstep: Class 2 contains 96917 members 
Entering Unmasked Estep 
Score: -22028502.000000 Penalty: 3953.968750
	Iteration 127Q: 3 clusters Score -2.20285e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96356 members 
Mstep: Class 2 contains 95799 members 
Entering Unmasked Estep 
Score: -22028546.000000 Penalty: 3953.968750
	Iteration 128Q: 3 clusters Score -2.202855e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97383 members 
Mstep: Class 2 contains 94772 members 
Entering Unmasked Estep 
Score: -22028710.000000 Penalty: 3953.968750
	Iteration 129Q: 3 clusters Score -2.202871e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98317 members 
Mstep: Class 2 contains 93838 members 
Entering Unmasked Estep 
Score: -22028800.000000 Penalty: 3953.968750
	Iteration 130Q: 3 clusters Score -2.20288e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99142 members 
Mstep: Class 2 contains 93013 members 
Entering Unmasked Estep 
Score: -22028726.000000 Penalty: 3953.968750
	Iteration 131Q: 3 clusters Score -2.202873e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99944 members 
Mstep: Class 2 contains 92211 members 
Entering Unmasked Estep 
Score: -22028676.000000 Penalty: 3953.968750
	Iteration 132Q: 3 clusters Score -2.202868e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100687 members 
Mstep: Class 2 contains 91468 members 
Entering Unmasked Estep 
Score: -22028656.000000 Penalty: 3953.968750
	Iteration 133Q: 3 clusters Score -2.202866e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101459 members 
Mstep: Class 2 contains 90696 members 
Entering Unmasked Estep 
Score: -22028624.000000 Penalty: 3953.968750
	Iteration 134Q: 3 clusters Score -2.202862e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102121 members 
Mstep: Class 2 contains 90034 members 
Entering Unmasked Estep 
Score: -22028558.000000 Penalty: 3953.968750
	Iteration 135Q: 3 clusters Score -2.202856e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102711 members 
Mstep: Class 2 contains 89444 members 
Entering Unmasked Estep 
Score: -22028574.000000 Penalty: 3953.968750
	Iteration 136Q: 3 clusters Score -2.202857e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103213 members 
Mstep: Class 2 contains 88942 members 
Entering Unmasked Estep 
Score: -22028632.000000 Penalty: 3953.968750
	Iteration 137Q: 3 clusters Score -2.202863e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103656 members 
Mstep: Class 2 contains 88499 members 
Entering Unmasked Estep 
Score: -22028698.000000 Penalty: 3953.968750
	Iteration 138Q: 3 clusters Score -2.20287e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104041 members 
Mstep: Class 2 contains 88114 members 
Entering Unmasked Estep 
Score: -22028722.000000 Penalty: 3953.968750
	Iteration 139Q: 3 clusters Score -2.202872e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104341 members 
Mstep: Class 2 contains 87814 members 
Entering Unmasked Estep 
Score: -22028734.000000 Penalty: 3953.968750
	Iteration 140F: 3 clusters Score -2.202873e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104596 members 
Mstep: Class 2 contains 87559 members 
Entering Unmasked Estep 
Score: -22028742.000000 Penalty: 3953.968750
	Iteration 141Q: 3 clusters Score -2.202874e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104774 members 
Mstep: Class 2 contains 87381 members 
Entering Unmasked Estep 
Score: -22028726.000000 Penalty: 3953.968750
	Iteration 142Q: 3 clusters Score -2.202873e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104902 members 
Mstep: Class 2 contains 87253 members 
Entering Unmasked Estep 
Score: -22028648.000000 Penalty: 3953.968750
	Iteration 143Q: 3 clusters Score -2.202865e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105010 members 
Mstep: Class 2 contains 87145 members 
Entering Unmasked Estep 
Score: -22028638.000000 Penalty: 3953.968750
	Iteration 144Q: 3 clusters Score -2.202864e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105055 members 
Mstep: Class 2 contains 87100 members 
Entering Unmasked Estep 
Score: -22028642.000000 Penalty: 3953.968750
	Iteration 145Q: 3 clusters Score -2.202864e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105021 members 
Mstep: Class 2 contains 87134 members 
Entering Unmasked Estep 
Score: -22028570.000000 Penalty: 3953.968750
	Iteration 146Q: 3 clusters Score -2.202857e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104981 members 
Mstep: Class 2 contains 87174 members 
Entering Unmasked Estep 
Score: -22028502.000000 Penalty: 3953.968750
	Iteration 147Q: 3 clusters Score -2.20285e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104884 members 
Mstep: Class 2 contains 87271 members 
Entering Unmasked Estep 
Score: -22028504.000000 Penalty: 3953.968750
	Iteration 148Q: 3 clusters Score -2.20285e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104751 members 
Mstep: Class 2 contains 87404 members 
Entering Unmasked Estep 
Score: -22028528.000000 Penalty: 3953.968750
	Iteration 149Q: 3 clusters Score -2.202853e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104589 members 
Mstep: Class 2 contains 87566 members 
Entering Unmasked Estep 
Score: -22028464.000000 Penalty: 3953.968750
	Iteration 150Q: 3 clusters Score -2.202846e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104410 members 
Mstep: Class 2 contains 87745 members 
Entering Unmasked Estep 
Score: -22028556.000000 Penalty: 3953.968750
	Iteration 151Q: 3 clusters Score -2.202856e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104255 members 
Mstep: Class 2 contains 87900 members 
Entering Unmasked Estep 
Score: -22028548.000000 Penalty: 3953.968750
	Iteration 152Q: 3 clusters Score -2.202855e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104122 members 
Mstep: Class 2 contains 88033 members 
Entering Unmasked Estep 
Score: -22028566.000000 Penalty: 3953.968750
	Iteration 153Q: 3 clusters Score -2.202857e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103951 members 
Mstep: Class 2 contains 88204 members 
Entering Unmasked Estep 
Score: -22028582.000000 Penalty: 3953.968750
	Iteration 154Q: 3 clusters Score -2.202858e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103784 members 
Mstep: Class 2 contains 88371 members 
Entering Unmasked Estep 
Score: -22028554.000000 Penalty: 3953.968750
	Iteration 155Q: 3 clusters Score -2.202855e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103588 members 
Mstep: Class 2 contains 88567 members 
Entering Unmasked Estep 
Score: -22028594.000000 Penalty: 3953.968750
	Iteration 156Q: 3 clusters Score -2.202859e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103390 members 
Mstep: Class 2 contains 88765 members 
Entering Unmasked Estep 
Score: -22028602.000000 Penalty: 3953.968750
	Iteration 157Q: 3 clusters Score -2.20286e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103238 members 
Mstep: Class 2 contains 88917 members 
Entering Unmasked Estep 
Score: -22028620.000000 Penalty: 3953.968750
	Iteration 158Q: 3 clusters Score -2.202862e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103084 members 
Mstep: Class 2 contains 89071 members 
Entering Unmasked Estep 
Score: -22028616.000000 Penalty: 3953.968750
	Iteration 159Q: 3 clusters Score -2.202862e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102935 members 
Mstep: Class 2 contains 89220 members 
Entering Unmasked Estep 
Score: -22028670.000000 Penalty: 3953.968750
	Iteration 160F: 3 clusters Score -2.202867e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102745 members 
Mstep: Class 2 contains 89410 members 
Entering Unmasked Estep 
Score: -22028714.000000 Penalty: 3953.968750
	Iteration 161Q: 3 clusters Score -2.202871e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102531 members 
Mstep: Class 2 contains 89624 members 
Entering Unmasked Estep 
Score: -22028748.000000 Penalty: 3953.968750
	Iteration 162Q: 3 clusters Score -2.202875e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102349 members 
Mstep: Class 2 contains 89806 members 
Entering Unmasked Estep 
Score: -22028842.000000 Penalty: 3953.968750
	Iteration 163Q: 3 clusters Score -2.202884e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102164 members 
Mstep: Class 2 contains 89991 members 
Entering Unmasked Estep 
Score: -22028926.000000 Penalty: 3953.968750
	Iteration 164Q: 3 clusters Score -2.202893e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101985 members 
Mstep: Class 2 contains 90170 members 
Entering Unmasked Estep 
Score: -22028980.000000 Penalty: 3953.968750
	Iteration 165Q: 3 clusters Score -2.202898e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101812 members 
Mstep: Class 2 contains 90343 members 
Entering Unmasked Estep 
Score: -22028950.000000 Penalty: 3953.968750
	Iteration 166Q: 3 clusters Score -2.202895e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101618 members 
Mstep: Class 2 contains 90537 members 
Entering Unmasked Estep 
Score: -22028960.000000 Penalty: 3953.968750
	Iteration 167Q: 3 clusters Score -2.202896e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101383 members 
Mstep: Class 2 contains 90772 members 
Entering Unmasked Estep 
Score: -22028994.000000 Penalty: 3953.968750
	Iteration 168Q: 3 clusters Score -2.202899e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101184 members 
Mstep: Class 2 contains 90971 members 
Entering Unmasked Estep 
Score: -22029058.000000 Penalty: 3953.968750
	Iteration 169Q: 3 clusters Score -2.202906e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100998 members 
Mstep: Class 2 contains 91157 members 
Entering Unmasked Estep 
Score: -22029106.000000 Penalty: 3953.968750
	Iteration 170Q: 3 clusters Score -2.202911e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100797 members 
Mstep: Class 2 contains 91358 members 
Entering Unmasked Estep 
Score: -22029160.000000 Penalty: 3953.968750
	Iteration 171Q: 3 clusters Score -2.202916e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100597 members 
Mstep: Class 2 contains 91558 members 
Entering Unmasked Estep 
Score: -22029208.000000 Penalty: 3953.968750
	Iteration 172Q: 3 clusters Score -2.202921e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100407 members 
Mstep: Class 2 contains 91748 members 
Entering Unmasked Estep 
Score: -22029256.000000 Penalty: 3953.968750
	Iteration 173Q: 3 clusters Score -2.202926e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100221 members 
Mstep: Class 2 contains 91934 members 
Entering Unmasked Estep 
Score: -22029238.000000 Penalty: 3953.968750
	Iteration 174Q: 3 clusters Score -2.202924e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100079 members 
Mstep: Class 2 contains 92076 members 
Entering Unmasked Estep 
Score: -22029274.000000 Penalty: 3953.968750
	Iteration 175Q: 3 clusters Score -2.202927e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99950 members 
Mstep: Class 2 contains 92205 members 
Entering Unmasked Estep 
Score: -22029314.000000 Penalty: 3953.968750
	Iteration 176Q: 3 clusters Score -2.202931e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99791 members 
Mstep: Class 2 contains 92364 members 
Entering Unmasked Estep 
Score: -22029364.000000 Penalty: 3953.968750
	Iteration 177Q: 3 clusters Score -2.202936e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99624 members 
Mstep: Class 2 contains 92531 members 
Entering Unmasked Estep 
Score: -22029438.000000 Penalty: 3953.968750
	Iteration 178Q: 3 clusters Score -2.202944e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99436 members 
Mstep: Class 2 contains 92719 members 
Entering Unmasked Estep 
Score: -22029494.000000 Penalty: 3953.968750
	Iteration 179Q: 3 clusters Score -2.202949e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99259 members 
Mstep: Class 2 contains 92896 members 
Entering Unmasked Estep 
Score: -22029530.000000 Penalty: 3953.968750
	Iteration 180F: 3 clusters Score -2.202953e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99114 members 
Mstep: Class 2 contains 93041 members 
Entering Unmasked Estep 
Score: -22029574.000000 Penalty: 3953.968750
	Iteration 181Q: 3 clusters Score -2.202957e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98938 members 
Mstep: Class 2 contains 93217 members 
Entering Unmasked Estep 
Score: -22029650.000000 Penalty: 3953.968750
	Iteration 182Q: 3 clusters Score -2.202965e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98783 members 
Mstep: Class 2 contains 93372 members 
Entering Unmasked Estep 
Score: -22029668.000000 Penalty: 3953.968750
	Iteration 183Q: 3 clusters Score -2.202967e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98654 members 
Mstep: Class 2 contains 93501 members 
Entering Unmasked Estep 
Score: -22029638.000000 Penalty: 3953.968750
	Iteration 184Q: 3 clusters Score -2.202964e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98536 members 
Mstep: Class 2 contains 93619 members 
Entering Unmasked Estep 
Score: -22029710.000000 Penalty: 3953.968750
	Iteration 185Q: 3 clusters Score -2.202971e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98449 members 
Mstep: Class 2 contains 93706 members 
Entering Unmasked Estep 
Score: -22029718.000000 Penalty: 3953.968750
	Iteration 186Q: 3 clusters Score -2.202972e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98397 members 
Mstep: Class 2 contains 93758 members 
Entering Unmasked Estep 
Score: -22029740.000000 Penalty: 3953.968750
	Iteration 187Q: 3 clusters Score -2.202974e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98337 members 
Mstep: Class 2 contains 93818 members 
Entering Unmasked Estep 
Score: -22029708.000000 Penalty: 3953.968750
	Iteration 188Q: 3 clusters Score -2.202971e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98256 members 
Mstep: Class 2 contains 93899 members 
Entering Unmasked Estep 
Score: -22029708.000000 Penalty: 3953.968750
	Iteration 189Q: 3 clusters Score -2.202971e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98169 members 
Mstep: Class 2 contains 93986 members 
Entering Unmasked Estep 
Score: -22029646.000000 Penalty: 3953.968750
	Iteration 190Q: 3 clusters Score -2.202965e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98109 members 
Mstep: Class 2 contains 94046 members 
Entering Unmasked Estep 
Score: -22029660.000000 Penalty: 3953.968750
	Iteration 191Q: 3 clusters Score -2.202966e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98063 members 
Mstep: Class 2 contains 94092 members 
Entering Unmasked Estep 
Score: -22029660.000000 Penalty: 3953.968750
	Iteration 192Q: 3 clusters Score -2.202966e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98042 members 
Mstep: Class 2 contains 94113 members 
Entering Unmasked Estep 
Score: -22029680.000000 Penalty: 3953.968750
	Iteration 193Q: 3 clusters Score -2.202968e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98001 members 
Mstep: Class 2 contains 94154 members 
Entering Unmasked Estep 
Score: -22029704.000000 Penalty: 3953.968750
	Iteration 194Q: 3 clusters Score -2.20297e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97973 members 
Mstep: Class 2 contains 94182 members 
Entering Unmasked Estep 
Score: -22029710.000000 Penalty: 3953.968750
	Iteration 195Q: 3 clusters Score -2.202971e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97922 members 
Mstep: Class 2 contains 94233 members 
Entering Unmasked Estep 
Score: -22029732.000000 Penalty: 3953.968750
	Iteration 196Q: 3 clusters Score -2.202973e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97879 members 
Mstep: Class 2 contains 94276 members 
Entering Unmasked Estep 
Score: -22029696.000000 Penalty: 3953.968750
	Iteration 197Q: 3 clusters Score -2.20297e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97819 members 
Mstep: Class 2 contains 94336 members 
Entering Unmasked Estep 
Score: -22029694.000000 Penalty: 3953.968750
	Iteration 198Q: 3 clusters Score -2.202969e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97759 members 
Mstep: Class 2 contains 94396 members 
Entering Unmasked Estep 
Score: -22029738.000000 Penalty: 3953.968750
	Iteration 199Q: 3 clusters Score -2.202974e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97713 members 
Mstep: Class 2 contains 94442 members 
Entering Unmasked Estep 
Score: -22029808.000000 Penalty: 3953.968750
	Iteration 200F: 3 clusters Score -2.202981e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97633 members 
Mstep: Class 2 contains 94522 members 
Entering Unmasked Estep 
Score: -22029776.000000 Penalty: 3953.968750
	Iteration 201Q: 3 clusters Score -2.202978e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97551 members 
Mstep: Class 2 contains 94604 members 
Entering Unmasked Estep 
Score: -22029786.000000 Penalty: 3953.968750
	Iteration 202Q: 3 clusters Score -2.202979e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97470 members 
Mstep: Class 2 contains 94685 members 
Entering Unmasked Estep 
Score: -22029738.000000 Penalty: 3953.968750
	Iteration 203Q: 3 clusters Score -2.202974e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97388 members 
Mstep: Class 2 contains 94767 members 
Entering Unmasked Estep 
Score: -22029716.000000 Penalty: 3953.968750
	Iteration 204Q: 3 clusters Score -2.202972e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97318 members 
Mstep: Class 2 contains 94837 members 
Entering Unmasked Estep 
Score: -22029734.000000 Penalty: 3953.968750
	Iteration 205Q: 3 clusters Score -2.202973e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97269 members 
Mstep: Class 2 contains 94886 members 
Entering Unmasked Estep 
Score: -22029710.000000 Penalty: 3953.968750
	Iteration 206Q: 3 clusters Score -2.202971e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97229 members 
Mstep: Class 2 contains 94926 members 
Entering Unmasked Estep 
Score: -22029720.000000 Penalty: 3953.968750
	Iteration 207Q: 3 clusters Score -2.202972e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97190 members 
Mstep: Class 2 contains 94965 members 
Entering Unmasked Estep 
Score: -22029728.000000 Penalty: 3953.968750
	Iteration 208Q: 3 clusters Score -2.202973e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97147 members 
Mstep: Class 2 contains 95008 members 
Entering Unmasked Estep 
Score: -22029744.000000 Penalty: 3953.968750
	Iteration 209Q: 3 clusters Score -2.202974e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97127 members 
Mstep: Class 2 contains 95028 members 
Entering Unmasked Estep 
Score: -22029760.000000 Penalty: 3953.968750
	Iteration 210Q: 3 clusters Score -2.202976e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97103 members 
Mstep: Class 2 contains 95052 members 
Entering Unmasked Estep 
Score: -22029758.000000 Penalty: 3953.968750
	Iteration 211Q: 3 clusters Score -2.202976e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97079 members 
Mstep: Class 2 contains 95076 members 
Entering Unmasked Estep 
Score: -22029792.000000 Penalty: 3953.968750
	Iteration 212Q: 3 clusters Score -2.202979e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97056 members 
Mstep: Class 2 contains 95099 members 
Entering Unmasked Estep 
Score: -22029800.000000 Penalty: 3953.968750
	Iteration 213Q: 3 clusters Score -2.20298e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97032 members 
Mstep: Class 2 contains 95123 members 
Entering Unmasked Estep 
Score: -22029786.000000 Penalty: 3953.968750
	Iteration 214Q: 3 clusters Score -2.202979e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97008 members 
Mstep: Class 2 contains 95147 members 
Entering Unmasked Estep 
Score: -22029764.000000 Penalty: 3953.968750
	Iteration 215Q: 3 clusters Score -2.202976e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96995 members 
Mstep: Class 2 contains 95160 members 
Entering Unmasked Estep 
Score: -22029784.000000 Penalty: 3953.968750
	Iteration 216Q: 3 clusters Score -2.202978e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96988 members 
Mstep: Class 2 contains 95167 members 
Entering Unmasked Estep 
Score: -22029808.000000 Penalty: 3953.968750
	Iteration 217Q: 3 clusters Score -2.202981e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96990 members 
Mstep: Class 2 contains 95165 members 
Entering Unmasked Estep 
Score: -22029794.000000 Penalty: 3953.968750
	Iteration 218Q: 3 clusters Score -2.202979e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96994 members 
Mstep: Class 2 contains 95161 members 
Entering Unmasked Estep 
Score: -22029800.000000 Penalty: 3953.968750
	Iteration 219Q: 3 clusters Score -2.20298e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96998 members 
Mstep: Class 2 contains 95157 members 
Entering Unmasked Estep 
Score: -22029774.000000 Penalty: 3953.968750
	Iteration 220F: 3 clusters Score -2.202977e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97024 members 
Mstep: Class 2 contains 95131 members 
Entering Unmasked Estep 
Score: -22029778.000000 Penalty: 3953.968750
	Iteration 221Q: 3 clusters Score -2.202978e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97039 members 
Mstep: Class 2 contains 95116 members 
Entering Unmasked Estep 
Score: -22029804.000000 Penalty: 3953.968750
	Iteration 222Q: 3 clusters Score -2.20298e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97061 members 
Mstep: Class 2 contains 95094 members 
Entering Unmasked Estep 
Score: -22029772.000000 Penalty: 3953.968750
	Iteration 223Q: 3 clusters Score -2.202977e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97111 members 
Mstep: Class 2 contains 95044 members 
Entering Unmasked Estep 
Score: -22029788.000000 Penalty: 3953.968750
	Iteration 224Q: 3 clusters Score -2.202979e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97171 members 
Mstep: Class 2 contains 94984 members 
Entering Unmasked Estep 
Score: -22029804.000000 Penalty: 3953.968750
	Iteration 225Q: 3 clusters Score -2.20298e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97224 members 
Mstep: Class 2 contains 94931 members 
Entering Unmasked Estep 
Score: -22029806.000000 Penalty: 3953.968750
	Iteration 226Q: 3 clusters Score -2.202981e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97266 members 
Mstep: Class 2 contains 94889 members 
Entering Unmasked Estep 
Score: -22029794.000000 Penalty: 3953.968750
	Iteration 227Q: 3 clusters Score -2.202979e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97305 members 
Mstep: Class 2 contains 94850 members 
Entering Unmasked Estep 
Score: -22029798.000000 Penalty: 3953.968750
	Iteration 228Q: 3 clusters Score -2.20298e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97336 members 
Mstep: Class 2 contains 94819 members 
Entering Unmasked Estep 
Score: -22029800.000000 Penalty: 3953.968750
	Iteration 229Q: 3 clusters Score -2.20298e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97353 members 
Mstep: Class 2 contains 94802 members 
Entering Unmasked Estep 
Score: -22029772.000000 Penalty: 3953.968750
	Iteration 230Q: 3 clusters Score -2.202977e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97376 members 
Mstep: Class 2 contains 94779 members 
Entering Unmasked Estep 
Score: -22029778.000000 Penalty: 3953.968750
	Iteration 231Q: 3 clusters Score -2.202978e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97401 members 
Mstep: Class 2 contains 94754 members 
Entering Unmasked Estep 
Score: -22029804.000000 Penalty: 3953.968750
	Iteration 232Q: 3 clusters Score -2.20298e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97402 members 
Mstep: Class 2 contains 94753 members 
Entering Unmasked Estep 
Score: -22029826.000000 Penalty: 3953.968750
	Iteration 233Q: 3 clusters Score -2.202983e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97415 members 
Mstep: Class 2 contains 94740 members 
Entering Unmasked Estep 
Score: -22029808.000000 Penalty: 3953.968750
	Iteration 234Q: 3 clusters Score -2.202981e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97444 members 
Mstep: Class 2 contains 94711 members 
Entering Unmasked Estep 
Score: -22029830.000000 Penalty: 3953.968750
	Iteration 235Q: 3 clusters Score -2.202983e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97485 members 
Mstep: Class 2 contains 94670 members 
Entering Unmasked Estep 
Score: -22029856.000000 Penalty: 3953.968750
	Iteration 236Q: 3 clusters Score -2.202986e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97548 members 
Mstep: Class 2 contains 94607 members 
Entering Unmasked Estep 
Score: -22029852.000000 Penalty: 3953.968750
	Iteration 237Q: 3 clusters Score -2.202985e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97602 members 
Mstep: Class 2 contains 94553 members 
Entering Unmasked Estep 
Score: -22029858.000000 Penalty: 3953.968750
	Iteration 238Q: 3 clusters Score -2.202986e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97652 members 
Mstep: Class 2 contains 94503 members 
Entering Unmasked Estep 
Score: -22029860.000000 Penalty: 3953.968750
	Iteration 239Q: 3 clusters Score -2.202986e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97722 members 
Mstep: Class 2 contains 94433 members 
Entering Unmasked Estep 
Score: -22029866.000000 Penalty: 3953.968750
	Iteration 240F: 3 clusters Score -2.202987e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97768 members 
Mstep: Class 2 contains 94387 members 
Entering Unmasked Estep 
Score: -22029878.000000 Penalty: 3953.968750
	Iteration 241Q: 3 clusters Score -2.202988e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97806 members 
Mstep: Class 2 contains 94349 members 
Entering Unmasked Estep 
Score: -22029882.000000 Penalty: 3953.968750
	Iteration 242Q: 3 clusters Score -2.202988e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97848 members 
Mstep: Class 2 contains 94307 members 
Entering Unmasked Estep 
Score: -22029874.000000 Penalty: 3953.968750
	Iteration 243Q: 3 clusters Score -2.202987e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97886 members 
Mstep: Class 2 contains 94269 members 
Entering Unmasked Estep 
Score: -22029888.000000 Penalty: 3953.968750
	Iteration 244Q: 3 clusters Score -2.202989e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97925 members 
Mstep: Class 2 contains 94230 members 
Entering Unmasked Estep 
Score: -22029890.000000 Penalty: 3953.968750
	Iteration 245Q: 3 clusters Score -2.202989e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97968 members 
Mstep: Class 2 contains 94187 members 
Entering Unmasked Estep 
Score: -22029886.000000 Penalty: 3953.968750
	Iteration 246Q: 3 clusters Score -2.202989e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98002 members 
Mstep: Class 2 contains 94153 members 
Entering Unmasked Estep 
Score: -22029886.000000 Penalty: 3953.968750
	Iteration 247Q: 3 clusters Score -2.202989e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98042 members 
Mstep: Class 2 contains 94113 members 
Entering Unmasked Estep 
Score: -22029856.000000 Penalty: 3953.968750
	Iteration 248Q: 3 clusters Score -2.202986e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98084 members 
Mstep: Class 2 contains 94071 members 
Entering Unmasked Estep 
Score: -22029840.000000 Penalty: 3953.968750
	Iteration 249Q: 3 clusters Score -2.202984e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98120 members 
Mstep: Class 2 contains 94035 members 
Entering Unmasked Estep 
Score: -22029862.000000 Penalty: 3953.968750
	Iteration 250Q: 3 clusters Score -2.202986e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98146 members 
Mstep: Class 2 contains 94009 members 
Entering Unmasked Estep 
Score: -22029862.000000 Penalty: 3953.968750
	Iteration 251Q: 3 clusters Score -2.202986e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98173 members 
Mstep: Class 2 contains 93982 members 
Entering Unmasked Estep 
Score: -22029854.000000 Penalty: 3953.968750
	Iteration 252Q: 3 clusters Score -2.202985e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98214 members 
Mstep: Class 2 contains 93941 members 
Entering Unmasked Estep 
Score: -22029842.000000 Penalty: 3953.968750
	Iteration 253Q: 3 clusters Score -2.202984e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98255 members 
Mstep: Class 2 contains 93900 members 
Entering Unmasked Estep 
Score: -22029818.000000 Penalty: 3953.968750
	Iteration 254Q: 3 clusters Score -2.202982e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98287 members 
Mstep: Class 2 contains 93868 members 
Entering Unmasked Estep 
Score: -22029816.000000 Penalty: 3953.968750
	Iteration 255Q: 3 clusters Score -2.202982e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98331 members 
Mstep: Class 2 contains 93824 members 
Entering Unmasked Estep 
Score: -22029820.000000 Penalty: 3953.968750
	Iteration 256Q: 3 clusters Score -2.202982e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98387 members 
Mstep: Class 2 contains 93768 members 
Entering Unmasked Estep 
Score: -22029824.000000 Penalty: 3953.968750
	Iteration 257Q: 3 clusters Score -2.202982e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98445 members 
Mstep: Class 2 contains 93710 members 
Entering Unmasked Estep 
Score: -22029828.000000 Penalty: 3953.968750
	Iteration 258Q: 3 clusters Score -2.202983e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98504 members 
Mstep: Class 2 contains 93651 members 
Entering Unmasked Estep 
Score: -22029824.000000 Penalty: 3953.968750
	Iteration 259Q: 3 clusters Score -2.202982e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98568 members 
Mstep: Class 2 contains 93587 members 
Entering Unmasked Estep 
Score: -22029802.000000 Penalty: 3953.968750
	Iteration 260F: 3 clusters Score -2.20298e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98662 members 
Mstep: Class 2 contains 93493 members 
Entering Unmasked Estep 
Score: -22029780.000000 Penalty: 3953.968750
	Iteration 261Q: 3 clusters Score -2.202978e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98741 members 
Mstep: Class 2 contains 93414 members 
Entering Unmasked Estep 
Score: -22029774.000000 Penalty: 3953.968750
	Iteration 262Q: 3 clusters Score -2.202977e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98836 members 
Mstep: Class 2 contains 93319 members 
Entering Unmasked Estep 
Score: -22029802.000000 Penalty: 3953.968750
	Iteration 263Q: 3 clusters Score -2.20298e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98926 members 
Mstep: Class 2 contains 93229 members 
Entering Unmasked Estep 
Score: -22029788.000000 Penalty: 3953.968750
	Iteration 264Q: 3 clusters Score -2.202979e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99003 members 
Mstep: Class 2 contains 93152 members 
Entering Unmasked Estep 
Score: -22029800.000000 Penalty: 3953.968750
	Iteration 265Q: 3 clusters Score -2.20298e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99078 members 
Mstep: Class 2 contains 93077 members 
Entering Unmasked Estep 
Score: -22029748.000000 Penalty: 3953.968750
	Iteration 266Q: 3 clusters Score -2.202975e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99170 members 
Mstep: Class 2 contains 92985 members 
Entering Unmasked Estep 
Score: -22029762.000000 Penalty: 3953.968750
	Iteration 267Q: 3 clusters Score -2.202976e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99265 members 
Mstep: Class 2 contains 92890 members 
Entering Unmasked Estep 
Score: -22029782.000000 Penalty: 3953.968750
	Iteration 268Q: 3 clusters Score -2.202978e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99357 members 
Mstep: Class 2 contains 92798 members 
Entering Unmasked Estep 
Score: -22029740.000000 Penalty: 3953.968750
	Iteration 269Q: 3 clusters Score -2.202974e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99457 members 
Mstep: Class 2 contains 92698 members 
Entering Unmasked Estep 
Score: -22029728.000000 Penalty: 3953.968750
	Iteration 270Q: 3 clusters Score -2.202973e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99596 members 
Mstep: Class 2 contains 92559 members 
Entering Unmasked Estep 
Score: -22029748.000000 Penalty: 3953.968750
	Iteration 271Q: 3 clusters Score -2.202975e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99729 members 
Mstep: Class 2 contains 92426 members 
Entering Unmasked Estep 
Score: -22029708.000000 Penalty: 3953.968750
	Iteration 272Q: 3 clusters Score -2.202971e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99903 members 
Mstep: Class 2 contains 92252 members 
Entering Unmasked Estep 
Score: -22029688.000000 Penalty: 3953.968750
	Iteration 273Q: 3 clusters Score -2.202969e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100100 members 
Mstep: Class 2 contains 92055 members 
Entering Unmasked Estep 
Score: -22029740.000000 Penalty: 3953.968750
	Iteration 274Q: 3 clusters Score -2.202974e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100274 members 
Mstep: Class 2 contains 91881 members 
Entering Unmasked Estep 
Score: -22029734.000000 Penalty: 3953.968750
	Iteration 275Q: 3 clusters Score -2.202973e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100421 members 
Mstep: Class 2 contains 91734 members 
Entering Unmasked Estep 
Score: -22029784.000000 Penalty: 3953.968750
	Iteration 276Q: 3 clusters Score -2.202978e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100626 members 
Mstep: Class 2 contains 91529 members 
Entering Unmasked Estep 
Score: -22029740.000000 Penalty: 3953.968750
	Iteration 277Q: 3 clusters Score -2.202974e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100831 members 
Mstep: Class 2 contains 91324 members 
Entering Unmasked Estep 
Score: -22029750.000000 Penalty: 3953.968750
	Iteration 278Q: 3 clusters Score -2.202975e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101038 members 
Mstep: Class 2 contains 91117 members 
Entering Unmasked Estep 
Score: -22029712.000000 Penalty: 3953.968750
	Iteration 279Q: 3 clusters Score -2.202971e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101226 members 
Mstep: Class 2 contains 90929 members 
Entering Unmasked Estep 
Score: -22029576.000000 Penalty: 3953.968750
	Iteration 280F: 3 clusters Score -2.202958e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101419 members 
Mstep: Class 2 contains 90736 members 
Entering Unmasked Estep 
Score: -22029510.000000 Penalty: 3953.968750
	Iteration 281Q: 3 clusters Score -2.202951e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101583 members 
Mstep: Class 2 contains 90572 members 
Entering Unmasked Estep 
Score: -22029502.000000 Penalty: 3953.968750
	Iteration 282Q: 3 clusters Score -2.20295e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101772 members 
Mstep: Class 2 contains 90383 members 
Entering Unmasked Estep 
Score: -22029438.000000 Penalty: 3953.968750
	Iteration 283Q: 3 clusters Score -2.202944e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101974 members 
Mstep: Class 2 contains 90181 members 
Entering Unmasked Estep 
Score: -22029538.000000 Penalty: 3953.968750
	Iteration 284Q: 3 clusters Score -2.202954e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102163 members 
Mstep: Class 2 contains 89992 members 
Entering Unmasked Estep 
Score: -22029538.000000 Penalty: 3953.968750
	Iteration 285Q: 3 clusters Score -2.202954e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102327 members 
Mstep: Class 2 contains 89828 members 
Entering Unmasked Estep 
Score: -22029548.000000 Penalty: 3953.968750
	Iteration 286Q: 3 clusters Score -2.202955e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102526 members 
Mstep: Class 2 contains 89629 members 
Entering Unmasked Estep 
Score: -22029542.000000 Penalty: 3953.968750
	Iteration 287Q: 3 clusters Score -2.202954e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102723 members 
Mstep: Class 2 contains 89432 members 
Entering Unmasked Estep 
Score: -22029562.000000 Penalty: 3953.968750
	Iteration 288Q: 3 clusters Score -2.202956e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102956 members 
Mstep: Class 2 contains 89199 members 
Entering Unmasked Estep 
Score: -22029554.000000 Penalty: 3953.968750
	Iteration 289Q: 3 clusters Score -2.202955e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103182 members 
Mstep: Class 2 contains 88973 members 
Entering Unmasked Estep 
Score: -22029590.000000 Penalty: 3953.968750
	Iteration 290Q: 3 clusters Score -2.202959e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103397 members 
Mstep: Class 2 contains 88758 members 
Entering Unmasked Estep 
Score: -22029568.000000 Penalty: 3953.968750
	Iteration 291Q: 3 clusters Score -2.202957e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103605 members 
Mstep: Class 2 contains 88550 members 
Entering Unmasked Estep 
Score: -22029612.000000 Penalty: 3953.968750
	Iteration 292Q: 3 clusters Score -2.202961e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103805 members 
Mstep: Class 2 contains 88350 members 
Entering Unmasked Estep 
Score: -22029614.000000 Penalty: 3953.968750
	Iteration 293Q: 3 clusters Score -2.202961e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103981 members 
Mstep: Class 2 contains 88174 members 
Entering Unmasked Estep 
Score: -22029594.000000 Penalty: 3953.968750
	Iteration 294Q: 3 clusters Score -2.202959e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104142 members 
Mstep: Class 2 contains 88013 members 
Entering Unmasked Estep 
Score: -22029620.000000 Penalty: 3953.968750
	Iteration 295Q: 3 clusters Score -2.202962e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104307 members 
Mstep: Class 2 contains 87848 members 
Entering Unmasked Estep 
Score: -22029572.000000 Penalty: 3953.968750
	Iteration 296Q: 3 clusters Score -2.202957e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104438 members 
Mstep: Class 2 contains 87717 members 
Entering Unmasked Estep 
Score: -22029500.000000 Penalty: 3953.968750
	Iteration 297Q: 3 clusters Score -2.20295e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104574 members 
Mstep: Class 2 contains 87581 members 
Entering Unmasked Estep 
Score: -22029460.000000 Penalty: 3953.968750
	Iteration 298Q: 3 clusters Score -2.202946e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104715 members 
Mstep: Class 2 contains 87440 members 
Entering Unmasked Estep 
Score: -22029570.000000 Penalty: 3953.968750
	Iteration 299Q: 3 clusters Score -2.202957e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104798 members 
Mstep: Class 2 contains 87357 members 
Entering Unmasked Estep 
Score: -22029630.000000 Penalty: 3953.968750
	Iteration 300F: 3 clusters Score -2.202963e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104899 members 
Mstep: Class 2 contains 87256 members 
Entering Unmasked Estep 
Score: -22029630.000000 Penalty: 3953.968750
	Iteration 301Q: 3 clusters Score -2.202963e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104962 members 
Mstep: Class 2 contains 87193 members 
Entering Unmasked Estep 
Score: -22029696.000000 Penalty: 3953.968750
	Iteration 302Q: 3 clusters Score -2.20297e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105026 members 
Mstep: Class 2 contains 87129 members 
Entering Unmasked Estep 
Score: -22029654.000000 Penalty: 3953.968750
	Iteration 303Q: 3 clusters Score -2.202965e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105067 members 
Mstep: Class 2 contains 87088 members 
Entering Unmasked Estep 
Score: -22029592.000000 Penalty: 3953.968750
	Iteration 304Q: 3 clusters Score -2.202959e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105097 members 
Mstep: Class 2 contains 87058 members 
Entering Unmasked Estep 
Score: -22029658.000000 Penalty: 3953.968750
	Iteration 305Q: 3 clusters Score -2.202966e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105077 members 
Mstep: Class 2 contains 87078 members 
Entering Unmasked Estep 
Score: -22029734.000000 Penalty: 3953.968750
	Iteration 306Q: 3 clusters Score -2.202973e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105036 members 
Mstep: Class 2 contains 87119 members 
Entering Unmasked Estep 
Score: -22029694.000000 Penalty: 3953.968750
	Iteration 307Q: 3 clusters Score -2.202969e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104954 members 
Mstep: Class 2 contains 87201 members 
Entering Unmasked Estep 
Score: -22029670.000000 Penalty: 3953.968750
	Iteration 308Q: 3 clusters Score -2.202967e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104833 members 
Mstep: Class 2 contains 87322 members 
Entering Unmasked Estep 
Score: -22029752.000000 Penalty: 3953.968750
	Iteration 309Q: 3 clusters Score -2.202975e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104704 members 
Mstep: Class 2 contains 87451 members 
Entering Unmasked Estep 
Score: -22029890.000000 Penalty: 3953.968750
	Iteration 310Q: 3 clusters Score -2.202989e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104550 members 
Mstep: Class 2 contains 87605 members 
Entering Unmasked Estep 
Score: -22029876.000000 Penalty: 3953.968750
	Iteration 311Q: 3 clusters Score -2.202988e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104376 members 
Mstep: Class 2 contains 87779 members 
Entering Unmasked Estep 
Score: -22029822.000000 Penalty: 3953.968750
	Iteration 312Q: 3 clusters Score -2.202982e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104204 members 
Mstep: Class 2 contains 87951 members 
Entering Unmasked Estep 
Score: -22029724.000000 Penalty: 3953.968750
	Iteration 313Q: 3 clusters Score -2.202972e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104043 members 
Mstep: Class 2 contains 88112 members 
Entering Unmasked Estep 
Score: -22029674.000000 Penalty: 3953.968750
	Iteration 314Q: 3 clusters Score -2.202967e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103892 members 
Mstep: Class 2 contains 88263 members 
Entering Unmasked Estep 
Score: -22029692.000000 Penalty: 3953.968750
	Iteration 315Q: 3 clusters Score -2.202969e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103716 members 
Mstep: Class 2 contains 88439 members 
Entering Unmasked Estep 
Score: -22029666.000000 Penalty: 3953.968750
	Iteration 316Q: 3 clusters Score -2.202967e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103544 members 
Mstep: Class 2 contains 88611 members 
Entering Unmasked Estep 
Score: -22029584.000000 Penalty: 3953.968750
	Iteration 317Q: 3 clusters Score -2.202958e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103374 members 
Mstep: Class 2 contains 88781 members 
Entering Unmasked Estep 
Score: -22029654.000000 Penalty: 3953.968750
	Iteration 318Q: 3 clusters Score -2.202965e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103174 members 
Mstep: Class 2 contains 88981 members 
Entering Unmasked Estep 
Score: -22029672.000000 Penalty: 3953.968750
	Iteration 319Q: 3 clusters Score -2.202967e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102966 members 
Mstep: Class 2 contains 89189 members 
Entering Unmasked Estep 
Score: -22029672.000000 Penalty: 3953.968750
	Iteration 320F: 3 clusters Score -2.202967e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102763 members 
Mstep: Class 2 contains 89392 members 
Entering Unmasked Estep 
Score: -22029680.000000 Penalty: 3953.968750
	Iteration 321Q: 3 clusters Score -2.202968e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102548 members 
Mstep: Class 2 contains 89607 members 
Entering Unmasked Estep 
Score: -22029724.000000 Penalty: 3953.968750
	Iteration 322Q: 3 clusters Score -2.202972e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102347 members 
Mstep: Class 2 contains 89808 members 
Entering Unmasked Estep 
Score: -22029708.000000 Penalty: 3953.968750
	Iteration 323Q: 3 clusters Score -2.202971e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102159 members 
Mstep: Class 2 contains 89996 members 
Entering Unmasked Estep 
Score: -22029732.000000 Penalty: 3953.968750
	Iteration 324Q: 3 clusters Score -2.202973e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101965 members 
Mstep: Class 2 contains 90190 members 
Entering Unmasked Estep 
Score: -22029692.000000 Penalty: 3953.968750
	Iteration 325Q: 3 clusters Score -2.202969e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101774 members 
Mstep: Class 2 contains 90381 members 
Entering Unmasked Estep 
Score: -22029678.000000 Penalty: 3953.968750
	Iteration 326Q: 3 clusters Score -2.202968e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101608 members 
Mstep: Class 2 contains 90547 members 
Entering Unmasked Estep 
Score: -22029724.000000 Penalty: 3953.968750
	Iteration 327Q: 3 clusters Score -2.202972e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101452 members 
Mstep: Class 2 contains 90703 members 
Entering Unmasked Estep 
Score: -22029708.000000 Penalty: 3953.968750
	Iteration 328Q: 3 clusters Score -2.202971e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101286 members 
Mstep: Class 2 contains 90869 members 
Entering Unmasked Estep 
Score: -22029718.000000 Penalty: 3953.968750
	Iteration 329Q: 3 clusters Score -2.202972e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101134 members 
Mstep: Class 2 contains 91021 members 
Entering Unmasked Estep 
Score: -22029742.000000 Penalty: 3953.968750
	Iteration 330Q: 3 clusters Score -2.202974e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100985 members 
Mstep: Class 2 contains 91170 members 
Entering Unmasked Estep 
Score: -22029712.000000 Penalty: 3953.968750
	Iteration 331Q: 3 clusters Score -2.202971e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100846 members 
Mstep: Class 2 contains 91309 members 
Entering Unmasked Estep 
Score: -22029716.000000 Penalty: 3953.968750
	Iteration 332Q: 3 clusters Score -2.202972e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100719 members 
Mstep: Class 2 contains 91436 members 
Entering Unmasked Estep 
Score: -22029748.000000 Penalty: 3953.968750
	Iteration 333Q: 3 clusters Score -2.202975e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100617 members 
Mstep: Class 2 contains 91538 members 
Entering Unmasked Estep 
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	Iteration 334Q: 3 clusters Score -2.202979e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100509 members 
Mstep: Class 2 contains 91646 members 
Entering Unmasked Estep 
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	Iteration 335Q: 3 clusters Score -2.202976e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100435 members 
Mstep: Class 2 contains 91720 members 
Entering Unmasked Estep 
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	Iteration 336Q: 3 clusters Score -2.202977e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100374 members 
Mstep: Class 2 contains 91781 members 
Entering Unmasked Estep 
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	Iteration 337Q: 3 clusters Score -2.202979e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100265 members 
Mstep: Class 2 contains 91890 members 
Entering Unmasked Estep 
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	Iteration 338Q: 3 clusters Score -2.202989e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100143 members 
Mstep: Class 2 contains 92012 members 
Entering Unmasked Estep 
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	Iteration 339Q: 3 clusters Score -2.202989e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99998 members 
Mstep: Class 2 contains 92157 members 
Entering Unmasked Estep 
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	Iteration 340F: 3 clusters Score -2.202984e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99868 members 
Mstep: Class 2 contains 92287 members 
Entering Unmasked Estep 
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	Iteration 341Q: 3 clusters Score -2.202988e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99763 members 
Mstep: Class 2 contains 92392 members 
Entering Unmasked Estep 
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	Iteration 342Q: 3 clusters Score -2.202985e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99660 members 
Mstep: Class 2 contains 92495 members 
Entering Unmasked Estep 
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	Iteration 343Q: 3 clusters Score -2.202984e+07 nChanged 182
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99570 members 
Mstep: Class 2 contains 92585 members 
Entering Unmasked Estep 
Score: -22029938.000000 Penalty: 3953.968750
	Iteration 344Q: 3 clusters Score -2.202994e+07 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99471 members 
Mstep: Class 2 contains 92684 members 
Entering Unmasked Estep 
Score: -22029918.000000 Penalty: 3953.968750
	Iteration 345Q: 3 clusters Score -2.202992e+07 nChanged 179
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99370 members 
Mstep: Class 2 contains 92785 members 
Entering Unmasked Estep 
Score: -22029932.000000 Penalty: 3953.968750
	Iteration 346Q: 3 clusters Score -2.202993e+07 nChanged 176
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99266 members 
Mstep: Class 2 contains 92889 members 
Entering Unmasked Estep 
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	Iteration 347Q: 3 clusters Score -2.202994e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99160 members 
Mstep: Class 2 contains 92995 members 
Entering Unmasked Estep 
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	Iteration 348Q: 3 clusters Score -2.202993e+07 nChanged 194
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99040 members 
Mstep: Class 2 contains 93115 members 
Entering Unmasked Estep 
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	Iteration 349Q: 3 clusters Score -2.202993e+07 nChanged 212
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98924 members 
Mstep: Class 2 contains 93231 members 
Entering Unmasked Estep 
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	Iteration 350Q: 3 clusters Score -2.202996e+07 nChanged 188
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98816 members 
Mstep: Class 2 contains 93339 members 
Entering Unmasked Estep 
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	Iteration 351Q: 3 clusters Score -2.202998e+07 nChanged 183
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98685 members 
Mstep: Class 2 contains 93470 members 
Entering Unmasked Estep 
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	Iteration 352Q: 3 clusters Score -2.202999e+07 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98578 members 
Mstep: Class 2 contains 93577 members 
Entering Unmasked Estep 
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	Iteration 353Q: 3 clusters Score -2.203001e+07 nChanged 179
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98465 members 
Mstep: Class 2 contains 93690 members 
Entering Unmasked Estep 
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	Iteration 354Q: 3 clusters Score -2.203003e+07 nChanged 192
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98347 members 
Mstep: Class 2 contains 93808 members 
Entering Unmasked Estep 
Score: -22030014.000000 Penalty: 3953.968750
	Iteration 355Q: 3 clusters Score -2.203001e+07 nChanged 214
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98221 members 
Mstep: Class 2 contains 93934 members 
Entering Unmasked Estep 
Score: -22030040.000000 Penalty: 3953.968750
	Iteration 356Q: 3 clusters Score -2.203004e+07 nChanged 221
Entering Unmasked Mstep 
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Mstep: Class 1 contains 98114 members 
Mstep: Class 2 contains 94041 members 
Entering Unmasked Estep 
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	Iteration 357Q: 3 clusters Score -2.203002e+07 nChanged 214
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97974 members 
Mstep: Class 2 contains 94181 members 
Entering Unmasked Estep 
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	Iteration 358Q: 3 clusters Score -2.203006e+07 nChanged 220
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97832 members 
Mstep: Class 2 contains 94323 members 
Entering Unmasked Estep 
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	Iteration 359Q: 3 clusters Score -2.203009e+07 nChanged 197
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97703 members 
Mstep: Class 2 contains 94452 members 
Entering Unmasked Estep 
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	Iteration 360F: 3 clusters Score -2.203009e+07 nChanged 201
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97558 members 
Mstep: Class 2 contains 94597 members 
Entering Unmasked Estep 
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	Iteration 361Q: 3 clusters Score -2.203006e+07 nChanged 187
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97407 members 
Mstep: Class 2 contains 94748 members 
Entering Unmasked Estep 
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	Iteration 362Q: 3 clusters Score -2.203005e+07 nChanged 180
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97273 members 
Mstep: Class 2 contains 94882 members 
Entering Unmasked Estep 
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	Iteration 363Q: 3 clusters Score -2.203003e+07 nChanged 188
Entering Unmasked Mstep 
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Mstep: Class 1 contains 97125 members 
Mstep: Class 2 contains 95030 members 
Entering Unmasked Estep 
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	Iteration 364Q: 3 clusters Score -2.203003e+07 nChanged 178
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96985 members 
Mstep: Class 2 contains 95170 members 
Entering Unmasked Estep 
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	Iteration 365Q: 3 clusters Score -2.203007e+07 nChanged 181
Entering Unmasked Mstep 
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Mstep: Class 2 contains 95309 members 
Entering Unmasked Estep 
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	Iteration 366Q: 3 clusters Score -2.203006e+07 nChanged 180
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96696 members 
Mstep: Class 2 contains 95459 members 
Entering Unmasked Estep 
Score: -22030104.000000 Penalty: 3953.968750
	Iteration 367Q: 3 clusters Score -2.20301e+07 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96552 members 
Mstep: Class 2 contains 95603 members 
Entering Unmasked Estep 
Score: -22030102.000000 Penalty: 3953.968750
	Iteration 368Q: 3 clusters Score -2.20301e+07 nChanged 188
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96414 members 
Mstep: Class 2 contains 95741 members 
Entering Unmasked Estep 
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	Iteration 369Q: 3 clusters Score -2.203011e+07 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96280 members 
Mstep: Class 2 contains 95875 members 
Entering Unmasked Estep 
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	Iteration 370Q: 3 clusters Score -2.203013e+07 nChanged 192
Entering Unmasked Mstep 
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Mstep: Class 1 contains 96126 members 
Mstep: Class 2 contains 96029 members 
Entering Unmasked Estep 
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	Iteration 371Q: 3 clusters Score -2.203011e+07 nChanged 185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95995 members 
Mstep: Class 2 contains 96160 members 
Entering Unmasked Estep 
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	Iteration 372Q: 3 clusters Score -2.203011e+07 nChanged 204
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95851 members 
Mstep: Class 2 contains 96304 members 
Entering Unmasked Estep 
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	Iteration 373Q: 3 clusters Score -2.20301e+07 nChanged 194
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95707 members 
Mstep: Class 2 contains 96448 members 
Entering Unmasked Estep 
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	Iteration 374Q: 3 clusters Score -2.203008e+07 nChanged 203
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95566 members 
Mstep: Class 2 contains 96589 members 
Entering Unmasked Estep 
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	Iteration 375Q: 3 clusters Score -2.203006e+07 nChanged 202
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95430 members 
Mstep: Class 2 contains 96725 members 
Entering Unmasked Estep 
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	Iteration 376Q: 3 clusters Score -2.203005e+07 nChanged 208
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95278 members 
Mstep: Class 2 contains 96877 members 
Entering Unmasked Estep 
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	Iteration 377Q: 3 clusters Score -2.203002e+07 nChanged 208
Entering Unmasked Mstep 
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Mstep: Class 1 contains 95130 members 
Mstep: Class 2 contains 97025 members 
Entering Unmasked Estep 
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	Iteration 378Q: 3 clusters Score -2.203002e+07 nChanged 191
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94997 members 
Mstep: Class 2 contains 97158 members 
Entering Unmasked Estep 
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	Iteration 379Q: 3 clusters Score -2.203002e+07 nChanged 169
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94878 members 
Mstep: Class 2 contains 97277 members 
Entering Unmasked Estep 
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	Iteration 380F: 3 clusters Score -2.203008e+07 nChanged 168
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94774 members 
Mstep: Class 2 contains 97381 members 
Entering Unmasked Estep 
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	Iteration 381Q: 3 clusters Score -2.203006e+07 nChanged 154
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94686 members 
Mstep: Class 2 contains 97469 members 
Entering Unmasked Estep 
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	Iteration 382Q: 3 clusters Score -2.203009e+07 nChanged 164
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94588 members 
Mstep: Class 2 contains 97567 members 
Entering Unmasked Estep 
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	Iteration 383Q: 3 clusters Score -2.203009e+07 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94495 members 
Mstep: Class 2 contains 97660 members 
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	Iteration 384Q: 3 clusters Score -2.203009e+07 nChanged 164
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94437 members 
Mstep: Class 2 contains 97718 members 
Entering Unmasked Estep 
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	Iteration 385Q: 3 clusters Score -2.203009e+07 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94375 members 
Mstep: Class 2 contains 97780 members 
Entering Unmasked Estep 
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	Iteration 386Q: 3 clusters Score -2.203008e+07 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94298 members 
Mstep: Class 2 contains 97857 members 
Entering Unmasked Estep 
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	Iteration 387Q: 3 clusters Score -2.203012e+07 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94245 members 
Mstep: Class 2 contains 97910 members 
Entering Unmasked Estep 
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	Iteration 388Q: 3 clusters Score -2.203012e+07 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94189 members 
Mstep: Class 2 contains 97966 members 
Entering Unmasked Estep 
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	Iteration 389Q: 3 clusters Score -2.203012e+07 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94131 members 
Mstep: Class 2 contains 98024 members 
Entering Unmasked Estep 
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	Iteration 390Q: 3 clusters Score -2.203016e+07 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94092 members 
Mstep: Class 2 contains 98063 members 
Entering Unmasked Estep 
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	Iteration 391Q: 3 clusters Score -2.203018e+07 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94063 members 
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Entering Unmasked Estep 
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	Iteration 392Q: 3 clusters Score -2.203016e+07 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94027 members 
Mstep: Class 2 contains 98128 members 
Entering Unmasked Estep 
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	Iteration 393Q: 3 clusters Score -2.203016e+07 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93978 members 
Mstep: Class 2 contains 98177 members 
Entering Unmasked Estep 
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	Iteration 394Q: 3 clusters Score -2.203011e+07 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 2 contains 98230 members 
Entering Unmasked Estep 
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	Iteration 395Q: 3 clusters Score -2.20301e+07 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93896 members 
Mstep: Class 2 contains 98259 members 
Entering Unmasked Estep 
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	Iteration 396Q: 3 clusters Score -2.203011e+07 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93871 members 
Mstep: Class 2 contains 98284 members 
Entering Unmasked Estep 
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	Iteration 397Q: 3 clusters Score -2.203013e+07 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93848 members 
Mstep: Class 2 contains 98307 members 
Entering Unmasked Estep 
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	Iteration 398Q: 3 clusters Score -2.203014e+07 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93820 members 
Mstep: Class 2 contains 98335 members 
Entering Unmasked Estep 
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	Iteration 399Q: 3 clusters Score -2.203014e+07 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93785 members 
Mstep: Class 2 contains 98370 members 
Entering Unmasked Estep 
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	Iteration 400F: 3 clusters Score -2.203015e+07 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93750 members 
Mstep: Class 2 contains 98405 members 
Entering Unmasked Estep 
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	Iteration 401Q: 3 clusters Score -2.203012e+07 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93740 members 
Mstep: Class 2 contains 98415 members 
Entering Unmasked Estep 
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	Iteration 402Q: 3 clusters Score -2.203012e+07 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93737 members 
Mstep: Class 2 contains 98418 members 
Entering Unmasked Estep 
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	Iteration 403Q: 3 clusters Score -2.203013e+07 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93724 members 
Mstep: Class 2 contains 98431 members 
Entering Unmasked Estep 
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	Iteration 404Q: 3 clusters Score -2.203017e+07 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93722 members 
Mstep: Class 2 contains 98433 members 
Entering Unmasked Estep 
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	Iteration 405Q: 3 clusters Score -2.203017e+07 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93700 members 
Mstep: Class 2 contains 98455 members 
Entering Unmasked Estep 
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	Iteration 406Q: 3 clusters Score -2.203018e+07 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93697 members 
Mstep: Class 2 contains 98458 members 
Entering Unmasked Estep 
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	Iteration 407Q: 3 clusters Score -2.203018e+07 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93695 members 
Mstep: Class 2 contains 98460 members 
Entering Unmasked Estep 
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	Iteration 408Q: 3 clusters Score -2.203017e+07 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 2 contains 98459 members 
Entering Unmasked Estep 
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	Iteration 409Q: 3 clusters Score -2.20302e+07 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93687 members 
Mstep: Class 2 contains 98468 members 
Entering Unmasked Estep 
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	Iteration 410Q: 3 clusters Score -2.203013e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93669 members 
Mstep: Class 2 contains 98486 members 
Entering Unmasked Estep 
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	Iteration 411Q: 3 clusters Score -2.203015e+07 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93654 members 
Mstep: Class 2 contains 98501 members 
Entering Unmasked Estep 
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	Iteration 412Q: 3 clusters Score -2.203016e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93636 members 
Mstep: Class 2 contains 98519 members 
Entering Unmasked Estep 
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	Iteration 413Q: 3 clusters Score -2.203017e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 98536 members 
Entering Unmasked Estep 
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	Iteration 414Q: 3 clusters Score -2.203017e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93602 members 
Mstep: Class 2 contains 98553 members 
Entering Unmasked Estep 
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	Iteration 415Q: 3 clusters Score -2.203016e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93606 members 
Mstep: Class 2 contains 98549 members 
Entering Unmasked Estep 
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	Iteration 416Q: 3 clusters Score -2.203017e+07 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93617 members 
Mstep: Class 2 contains 98538 members 
Entering Unmasked Estep 
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	Iteration 417Q: 3 clusters Score -2.203015e+07 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93621 members 
Mstep: Class 2 contains 98534 members 
Entering Unmasked Estep 
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	Iteration 418Q: 3 clusters Score -2.203017e+07 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93616 members 
Mstep: Class 2 contains 98539 members 
Entering Unmasked Estep 
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	Iteration 419Q: 3 clusters Score -2.203018e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93625 members 
Mstep: Class 2 contains 98530 members 
Entering Unmasked Estep 
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	Iteration 420F: 3 clusters Score -2.203016e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93624 members 
Mstep: Class 2 contains 98531 members 
Entering Unmasked Estep 
Score: -22030170.000000 Penalty: 3953.968750
	Iteration 421Q: 3 clusters Score -2.203017e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93618 members 
Mstep: Class 2 contains 98537 members 
Entering Unmasked Estep 
Score: -22030182.000000 Penalty: 3953.968750
	Iteration 422Q: 3 clusters Score -2.203018e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93618 members 
Mstep: Class 2 contains 98537 members 
Entering Unmasked Estep 
Score: -22030180.000000 Penalty: 3953.968750
	Iteration 423Q: 3 clusters Score -2.203018e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93606 members 
Mstep: Class 2 contains 98549 members 
Entering Unmasked Estep 
Score: -22030172.000000 Penalty: 3953.968750
	Iteration 424Q: 3 clusters Score -2.203017e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93600 members 
Mstep: Class 2 contains 98555 members 
Entering Unmasked Estep 
Score: -22030176.000000 Penalty: 3953.968750
	Iteration 425Q: 3 clusters Score -2.203018e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93598 members 
Mstep: Class 2 contains 98557 members 
Entering Unmasked Estep 
Score: -22030178.000000 Penalty: 3953.968750
	Iteration 426Q: 3 clusters Score -2.203018e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93610 members 
Mstep: Class 2 contains 98545 members 
Entering Unmasked Estep 
Score: -22030204.000000 Penalty: 3953.968750
	Iteration 427Q: 3 clusters Score -2.20302e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93623 members 
Mstep: Class 2 contains 98532 members 
Entering Unmasked Estep 
Score: -22030214.000000 Penalty: 3953.968750
	Iteration 428Q: 3 clusters Score -2.203021e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93617 members 
Mstep: Class 2 contains 98538 members 
Entering Unmasked Estep 
Score: -22030192.000000 Penalty: 3953.968750
	Iteration 429Q: 3 clusters Score -2.203019e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93612 members 
Mstep: Class 2 contains 98543 members 
Entering Unmasked Estep 
Score: -22030218.000000 Penalty: 3953.968750
	Iteration 430Q: 3 clusters Score -2.203022e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93607 members 
Mstep: Class 2 contains 98548 members 
Entering Unmasked Estep 
Score: -22030240.000000 Penalty: 3953.968750
	Iteration 431Q: 3 clusters Score -2.203024e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93605 members 
Mstep: Class 2 contains 98550 members 
Entering Unmasked Estep 
Score: -22030222.000000 Penalty: 3953.968750
	Iteration 432Q: 3 clusters Score -2.203022e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93598 members 
Mstep: Class 2 contains 98557 members 
Entering Unmasked Estep 
Score: -22030202.000000 Penalty: 3953.968750
	Iteration 433Q: 3 clusters Score -2.20302e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93598 members 
Mstep: Class 2 contains 98557 members 
Entering Unmasked Estep 
Score: -22030200.000000 Penalty: 3953.968750
	Iteration 434Q: 3 clusters Score -2.20302e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93602 members 
Mstep: Class 2 contains 98553 members 
Entering Unmasked Estep 
Score: -22030204.000000 Penalty: 3953.968750
	Iteration 435Q: 3 clusters Score -2.20302e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93605 members 
Mstep: Class 2 contains 98550 members 
Entering Unmasked Estep 
Score: -22030188.000000 Penalty: 3953.968750
	Iteration 436Q: 3 clusters Score -2.203019e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93605 members 
Mstep: Class 2 contains 98550 members 
Entering Unmasked Estep 
Score: -22030206.000000 Penalty: 3953.968750
	Iteration 437Q: 3 clusters Score -2.203021e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93616 members 
Mstep: Class 2 contains 98539 members 
Entering Unmasked Estep 
Score: -22030208.000000 Penalty: 3953.968750
	Iteration 438Q: 3 clusters Score -2.203021e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93623 members 
Mstep: Class 2 contains 98532 members 
Entering Unmasked Estep 
Score: -22030194.000000 Penalty: 3953.968750
	Iteration 439Q: 3 clusters Score -2.203019e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93620 members 
Mstep: Class 2 contains 98535 members 
Entering Unmasked Estep 
Score: -22030210.000000 Penalty: 3953.968750
	Iteration 440F: 3 clusters Score -2.203021e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93620 members 
Mstep: Class 2 contains 98535 members 
Entering Unmasked Estep 
Score: -22030222.000000 Penalty: 3953.968750
	Iteration 441Q: 3 clusters Score -2.203022e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93626 members 
Mstep: Class 2 contains 98529 members 
Entering Unmasked Estep 
Score: -22030226.000000 Penalty: 3953.968750
	Iteration 442Q: 3 clusters Score -2.203023e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93633 members 
Mstep: Class 2 contains 98522 members 
Entering Unmasked Estep 
Score: -22030246.000000 Penalty: 3953.968750
	Iteration 443Q: 3 clusters Score -2.203025e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93645 members 
Mstep: Class 2 contains 98510 members 
Entering Unmasked Estep 
Score: -22030260.000000 Penalty: 3953.968750
	Iteration 444Q: 3 clusters Score -2.203026e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93657 members 
Mstep: Class 2 contains 98498 members 
Entering Unmasked Estep 
Score: -22030246.000000 Penalty: 3953.968750
	Iteration 445Q: 3 clusters Score -2.203025e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93687 members 
Mstep: Class 2 contains 98468 members 
Entering Unmasked Estep 
Score: -22030262.000000 Penalty: 3953.968750
	Iteration 446Q: 3 clusters Score -2.203026e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93699 members 
Mstep: Class 2 contains 98456 members 
Entering Unmasked Estep 
Score: -22030256.000000 Penalty: 3953.968750
	Iteration 447Q: 3 clusters Score -2.203026e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93718 members 
Mstep: Class 2 contains 98437 members 
Entering Unmasked Estep 
Score: -22030272.000000 Penalty: 3953.968750
	Iteration 448Q: 3 clusters Score -2.203027e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93737 members 
Mstep: Class 2 contains 98418 members 
Entering Unmasked Estep 
Score: -22030290.000000 Penalty: 3953.968750
	Iteration 449Q: 3 clusters Score -2.203029e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93752 members 
Mstep: Class 2 contains 98403 members 
Entering Unmasked Estep 
Score: -22030302.000000 Penalty: 3953.968750
	Iteration 450Q: 3 clusters Score -2.20303e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93755 members 
Mstep: Class 2 contains 98400 members 
Entering Unmasked Estep 
Score: -22030302.000000 Penalty: 3953.968750
	Iteration 451Q: 3 clusters Score -2.20303e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93767 members 
Mstep: Class 2 contains 98388 members 
Entering Unmasked Estep 
Score: -22030298.000000 Penalty: 3953.968750
	Iteration 452Q: 3 clusters Score -2.20303e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93779 members 
Mstep: Class 2 contains 98376 members 
Entering Unmasked Estep 
Score: -22030314.000000 Penalty: 3953.968750
	Iteration 453Q: 3 clusters Score -2.203031e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93800 members 
Mstep: Class 2 contains 98355 members 
Entering Unmasked Estep 
Score: -22030302.000000 Penalty: 3953.968750
	Iteration 454Q: 3 clusters Score -2.20303e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93821 members 
Mstep: Class 2 contains 98334 members 
Entering Unmasked Estep 
Score: -22030318.000000 Penalty: 3953.968750
	Iteration 455Q: 3 clusters Score -2.203032e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93858 members 
Mstep: Class 2 contains 98297 members 
Entering Unmasked Estep 
Score: -22030300.000000 Penalty: 3953.968750
	Iteration 456Q: 3 clusters Score -2.20303e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93883 members 
Mstep: Class 2 contains 98272 members 
Entering Unmasked Estep 
Score: -22030286.000000 Penalty: 3953.968750
	Iteration 457Q: 3 clusters Score -2.203029e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93914 members 
Mstep: Class 2 contains 98241 members 
Entering Unmasked Estep 
Score: -22030288.000000 Penalty: 3953.968750
	Iteration 458Q: 3 clusters Score -2.203029e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93940 members 
Mstep: Class 2 contains 98215 members 
Entering Unmasked Estep 
Score: -22030300.000000 Penalty: 3953.968750
	Iteration 459Q: 3 clusters Score -2.20303e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93983 members 
Mstep: Class 2 contains 98172 members 
Entering Unmasked Estep 
Score: -22030302.000000 Penalty: 3953.968750
	Iteration 460F: 3 clusters Score -2.20303e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94031 members 
Mstep: Class 2 contains 98124 members 
Entering Unmasked Estep 
Score: -22030320.000000 Penalty: 3953.968750
	Iteration 461Q: 3 clusters Score -2.203032e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94089 members 
Mstep: Class 2 contains 98066 members 
Entering Unmasked Estep 
Score: -22030330.000000 Penalty: 3953.968750
	Iteration 462Q: 3 clusters Score -2.203033e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94139 members 
Mstep: Class 2 contains 98016 members 
Entering Unmasked Estep 
Score: -22030308.000000 Penalty: 3953.968750
	Iteration 463Q: 3 clusters Score -2.203031e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94188 members 
Mstep: Class 2 contains 97967 members 
Entering Unmasked Estep 
Score: -22030314.000000 Penalty: 3953.968750
	Iteration 464Q: 3 clusters Score -2.203031e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94228 members 
Mstep: Class 2 contains 97927 members 
Entering Unmasked Estep 
Score: -22030348.000000 Penalty: 3953.968750
	Iteration 465Q: 3 clusters Score -2.203035e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94273 members 
Mstep: Class 2 contains 97882 members 
Entering Unmasked Estep 
Score: -22030342.000000 Penalty: 3953.968750
	Iteration 466Q: 3 clusters Score -2.203034e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94315 members 
Mstep: Class 2 contains 97840 members 
Entering Unmasked Estep 
Score: -22030364.000000 Penalty: 3953.968750
	Iteration 467Q: 3 clusters Score -2.203036e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94359 members 
Mstep: Class 2 contains 97796 members 
Entering Unmasked Estep 
Score: -22030368.000000 Penalty: 3953.968750
	Iteration 468Q: 3 clusters Score -2.203037e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94402 members 
Mstep: Class 2 contains 97753 members 
Entering Unmasked Estep 
Score: -22030398.000000 Penalty: 3953.968750
	Iteration 469Q: 3 clusters Score -2.20304e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94459 members 
Mstep: Class 2 contains 97696 members 
Entering Unmasked Estep 
Score: -22030372.000000 Penalty: 3953.968750
	Iteration 470Q: 3 clusters Score -2.203037e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94510 members 
Mstep: Class 2 contains 97645 members 
Entering Unmasked Estep 
Score: -22030416.000000 Penalty: 3953.968750
	Iteration 471Q: 3 clusters Score -2.203042e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94557 members 
Mstep: Class 2 contains 97598 members 
Entering Unmasked Estep 
Score: -22030420.000000 Penalty: 3953.968750
	Iteration 472Q: 3 clusters Score -2.203042e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94622 members 
Mstep: Class 2 contains 97533 members 
Entering Unmasked Estep 
Score: -22030464.000000 Penalty: 3953.968750
	Iteration 473Q: 3 clusters Score -2.203046e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94676 members 
Mstep: Class 2 contains 97479 members 
Entering Unmasked Estep 
Score: -22030464.000000 Penalty: 3953.968750
	Iteration 474Q: 3 clusters Score -2.203046e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94747 members 
Mstep: Class 2 contains 97408 members 
Entering Unmasked Estep 
Score: -22030466.000000 Penalty: 3953.968750
	Iteration 475Q: 3 clusters Score -2.203047e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94812 members 
Mstep: Class 2 contains 97343 members 
Entering Unmasked Estep 
Score: -22030500.000000 Penalty: 3953.968750
	Iteration 476Q: 3 clusters Score -2.20305e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94865 members 
Mstep: Class 2 contains 97290 members 
Entering Unmasked Estep 
Score: -22030504.000000 Penalty: 3953.968750
	Iteration 477Q: 3 clusters Score -2.20305e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94926 members 
Mstep: Class 2 contains 97229 members 
Entering Unmasked Estep 
Score: -22030490.000000 Penalty: 3953.968750
	Iteration 478Q: 3 clusters Score -2.203049e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94974 members 
Mstep: Class 2 contains 97181 members 
Entering Unmasked Estep 
Score: -22030476.000000 Penalty: 3953.968750
	Iteration 479Q: 3 clusters Score -2.203048e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95020 members 
Mstep: Class 2 contains 97135 members 
Entering Unmasked Estep 
Score: -22030488.000000 Penalty: 3953.968750
	Iteration 480F: 3 clusters Score -2.203049e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95055 members 
Mstep: Class 2 contains 97100 members 
Entering Unmasked Estep 
Score: -22030486.000000 Penalty: 3953.968750
	Iteration 481Q: 3 clusters Score -2.203049e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95091 members 
Mstep: Class 2 contains 97064 members 
Entering Unmasked Estep 
Score: -22030492.000000 Penalty: 3953.968750
	Iteration 482Q: 3 clusters Score -2.203049e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95115 members 
Mstep: Class 2 contains 97040 members 
Entering Unmasked Estep 
Score: -22030468.000000 Penalty: 3953.968750
	Iteration 483Q: 3 clusters Score -2.203047e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95152 members 
Mstep: Class 2 contains 97003 members 
Entering Unmasked Estep 
Score: -22030452.000000 Penalty: 3953.968750
	Iteration 484Q: 3 clusters Score -2.203045e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95188 members 
Mstep: Class 2 contains 96967 members 
Entering Unmasked Estep 
Score: -22030454.000000 Penalty: 3953.968750
	Iteration 485Q: 3 clusters Score -2.203045e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95227 members 
Mstep: Class 2 contains 96928 members 
Entering Unmasked Estep 
Score: -22030444.000000 Penalty: 3953.968750
	Iteration 486Q: 3 clusters Score -2.203044e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95261 members 
Mstep: Class 2 contains 96894 members 
Entering Unmasked Estep 
Score: -22030458.000000 Penalty: 3953.968750
	Iteration 487Q: 3 clusters Score -2.203046e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95305 members 
Mstep: Class 2 contains 96850 members 
Entering Unmasked Estep 
Score: -22030446.000000 Penalty: 3953.968750
	Iteration 488Q: 3 clusters Score -2.203045e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95352 members 
Mstep: Class 2 contains 96803 members 
Entering Unmasked Estep 
Score: -22030450.000000 Penalty: 3953.968750
	Iteration 489Q: 3 clusters Score -2.203045e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95399 members 
Mstep: Class 2 contains 96756 members 
Entering Unmasked Estep 
Score: -22030430.000000 Penalty: 3953.968750
	Iteration 490Q: 3 clusters Score -2.203043e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95445 members 
Mstep: Class 2 contains 96710 members 
Entering Unmasked Estep 
Score: -22030428.000000 Penalty: 3953.968750
	Iteration 491Q: 3 clusters Score -2.203043e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95489 members 
Mstep: Class 2 contains 96666 members 
Entering Unmasked Estep 
Score: -22030398.000000 Penalty: 3953.968750
	Iteration 492Q: 3 clusters Score -2.20304e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95537 members 
Mstep: Class 2 contains 96618 members 
Entering Unmasked Estep 
Score: -22030422.000000 Penalty: 3953.968750
	Iteration 493Q: 3 clusters Score -2.203042e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95594 members 
Mstep: Class 2 contains 96561 members 
Entering Unmasked Estep 
Score: -22030418.000000 Penalty: 3953.968750
	Iteration 494Q: 3 clusters Score -2.203042e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95638 members 
Mstep: Class 2 contains 96517 members 
Entering Unmasked Estep 
Score: -22030398.000000 Penalty: 3953.968750
	Iteration 495Q: 3 clusters Score -2.20304e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95684 members 
Mstep: Class 2 contains 96471 members 
Entering Unmasked Estep 
Score: -22030394.000000 Penalty: 3953.968750
	Iteration 496Q: 3 clusters Score -2.203039e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95724 members 
Mstep: Class 2 contains 96431 members 
Entering Unmasked Estep 
Score: -22030412.000000 Penalty: 3953.968750
	Iteration 497Q: 3 clusters Score -2.203041e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95770 members 
Mstep: Class 2 contains 96385 members 
Entering Unmasked Estep 
Score: -22030396.000000 Penalty: 3953.968750
	Iteration 498Q: 3 clusters Score -2.20304e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95812 members 
Mstep: Class 2 contains 96343 members 
Entering Unmasked Estep 
Score: -22030392.000000 Penalty: 3953.968750
	Iteration 499Q: 3 clusters Score -2.203039e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95858 members 
Mstep: Class 2 contains 96297 members 
Entering Unmasked Estep 
Score: -22030394.000000 Penalty: 3953.968750
	Iteration 500F: 3 clusters Score -2.203039e+07 nChanged 45
Maximum iterations exceeded
Entering ConstructFrom: 
Trying to split cluster 11 (7873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Entering Unmasked Estep 
Score: -917325.750000 Penalty: 1457.819092
	Iteration 0F: 2 clusters Score -917325.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -911509.500000 Penalty: 2915.638184
	Iteration 0F: 3 clusters Score -911509.5 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -913278.562500 Penalty: 2915.638184
	Iteration 1F: 3 clusters Score -913278.6 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -913557.250000 Penalty: 2915.638184
	Iteration 2F: 3 clusters Score -913557.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -913821.437500 Penalty: 2915.638184
	Iteration 3F: 3 clusters Score -913821.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -914032.312500 Penalty: 2915.638184
	Iteration 4Q: 3 clusters Score -914032.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -914232.875000 Penalty: 2915.638184
	Iteration 5Q: 3 clusters Score -914232.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -914432.500000 Penalty: 2915.638184
	Iteration 6Q: 3 clusters Score -914432.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -914655.937500 Penalty: 2915.638184
	Iteration 7Q: 3 clusters Score -914655.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -914888.937500 Penalty: 2915.638184
	Iteration 8Q: 3 clusters Score -914888.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -915099.437500 Penalty: 2915.638184
	Iteration 9Q: 3 clusters Score -915099.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -915283.562500 Penalty: 2915.638184
	Iteration 10Q: 3 clusters Score -915283.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -915453.687500 Penalty: 2915.638184
	Iteration 11Q: 3 clusters Score -915453.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -915584.437500 Penalty: 2915.638184
	Iteration 12Q: 3 clusters Score -915584.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -915698.000000 Penalty: 2915.638184
	Iteration 13Q: 3 clusters Score -915698 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -915764.500000 Penalty: 2915.638184
	Iteration 14Q: 3 clusters Score -915764.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -915807.937500 Penalty: 2915.638184
	Iteration 15Q: 3 clusters Score -915807.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -915843.375000 Penalty: 2915.638184
	Iteration 16Q: 3 clusters Score -915843.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -915876.937500 Penalty: 2915.638184
	Iteration 17Q: 3 clusters Score -915876.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -915905.125000 Penalty: 2915.638184
	Iteration 18Q: 3 clusters Score -915905.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -915930.875000 Penalty: 2915.638184
	Iteration 19Q: 3 clusters Score -915930.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -915950.437500 Penalty: 2915.638184
	Iteration 20F: 3 clusters Score -915950.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -915969.125000 Penalty: 2915.638184
	Iteration 21Q: 3 clusters Score -915969.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -915988.750000 Penalty: 2915.638184
	Iteration 22Q: 3 clusters Score -915988.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -916018.125000 Penalty: 2915.638184
	Iteration 23Q: 3 clusters Score -916018.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -916039.375000 Penalty: 2915.638184
	Iteration 24Q: 3 clusters Score -916039.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -916061.312500 Penalty: 2915.638184
	Iteration 25Q: 3 clusters Score -916061.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -916085.312500 Penalty: 2915.638184
	Iteration 26Q: 3 clusters Score -916085.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -916098.750000 Penalty: 2915.638184
	Iteration 27Q: 3 clusters Score -916098.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -916109.937500 Penalty: 2915.638184
	Iteration 28Q: 3 clusters Score -916109.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -916122.125000 Penalty: 2915.638184
	Iteration 29Q: 3 clusters Score -916122.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -916128.562500 Penalty: 2915.638184
	Iteration 30Q: 3 clusters Score -916128.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -916129.687500 Penalty: 2915.638184
	Iteration 31Q: 3 clusters Score -916129.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -916131.562500 Penalty: 2915.638184
	Iteration 32Q: 3 clusters Score -916131.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -916131.250000 Penalty: 2915.638184
	Iteration 33Q: 3 clusters Score -916131.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -916132.812500 Penalty: 2915.638184
	Iteration 34Q: 3 clusters Score -916132.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -916136.500000 Penalty: 2915.638184
	Iteration 35Q: 3 clusters Score -916136.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -916136.000000 Penalty: 2915.638184
	Iteration 36Q: 3 clusters Score -916136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -916136.062500 Penalty: 2915.638184
	Iteration 37Q: 3 clusters Score -916136.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -916138.062500 Penalty: 2915.638184
	Iteration 38Q: 3 clusters Score -916138.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -916138.500000 Penalty: 2915.638184
	Iteration 39Q: 3 clusters Score -916138.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -916139.250000 Penalty: 2915.638184
	Iteration 40F: 3 clusters Score -916139.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -916139.187500 Penalty: 2915.638184
	Iteration 41Q: 3 clusters Score -916139.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -916141.750000 Penalty: 2915.638184
	Iteration 42Q: 3 clusters Score -916141.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -916140.812500 Penalty: 2915.638184
	Iteration 43Q: 3 clusters Score -916140.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -916141.312500 Penalty: 2915.638184
	Iteration 44Q: 3 clusters Score -916141.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -916142.000000 Penalty: 2915.638184
	Iteration 45Q: 3 clusters Score -916142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -916142.000000 Penalty: 2915.638184
	Iteration 46F: 3 clusters Score -916142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (29468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29468 members 
Entering Unmasked Estep 
Score: -3236401.500000 Penalty: 1672.297363
	Iteration 0F: 2 clusters Score -3236402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -3216655.250000 Penalty: 3344.594727
	Iteration 0F: 3 clusters Score -3216655 nChanged 13519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -3224550.750000 Penalty: 3344.594727
	Iteration 1F: 3 clusters Score -3224551 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -3225213.500000 Penalty: 3344.594727
	Iteration 2F: 3 clusters Score -3225214 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -3225940.750000 Penalty: 3344.594727
	Iteration 3F: 3 clusters Score -3225941 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -3226628.500000 Penalty: 3344.594727
	Iteration 4F: 3 clusters Score -3226628 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -3227344.250000 Penalty: 3344.594727
	Iteration 5F: 3 clusters Score -3227344 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -3228101.500000 Penalty: 3344.594727
	Iteration 6Q: 3 clusters Score -3228102 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -3228901.250000 Penalty: 3344.594727
	Iteration 7Q: 3 clusters Score -3228901 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -3229654.250000 Penalty: 3344.594727
	Iteration 8Q: 3 clusters Score -3229654 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -3230276.750000 Penalty: 3344.594727
	Iteration 9Q: 3 clusters Score -3230277 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -3230687.250000 Penalty: 3344.594727
	Iteration 10Q: 3 clusters Score -3230687 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -3230999.500000 Penalty: 3344.594727
	Iteration 11Q: 3 clusters Score -3231000 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -3231203.000000 Penalty: 3344.594727
	Iteration 12Q: 3 clusters Score -3231203 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -3231349.750000 Penalty: 3344.594727
	Iteration 13Q: 3 clusters Score -3231350 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -3231472.500000 Penalty: 3344.594727
	Iteration 14Q: 3 clusters Score -3231472 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -3231574.250000 Penalty: 3344.594727
	Iteration 15Q: 3 clusters Score -3231574 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -3231677.750000 Penalty: 3344.594727
	Iteration 16Q: 3 clusters Score -3231678 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -3231787.250000 Penalty: 3344.594727
	Iteration 17Q: 3 clusters Score -3231787 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -3231919.750000 Penalty: 3344.594727
	Iteration 18Q: 3 clusters Score -3231920 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -3232051.750000 Penalty: 3344.594727
	Iteration 19Q: 3 clusters Score -3232052 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -3232157.750000 Penalty: 3344.594727
	Iteration 20F: 3 clusters Score -3232158 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -3232275.500000 Penalty: 3344.594727
	Iteration 21Q: 3 clusters Score -3232276 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -3232411.000000 Penalty: 3344.594727
	Iteration 22Q: 3 clusters Score -3232411 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -3232568.000000 Penalty: 3344.594727
	Iteration 23Q: 3 clusters Score -3232568 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -3232749.250000 Penalty: 3344.594727
	Iteration 24Q: 3 clusters Score -3232749 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -3232967.000000 Penalty: 3344.594727
	Iteration 25Q: 3 clusters Score -3232967 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -3233185.250000 Penalty: 3344.594727
	Iteration 26Q: 3 clusters Score -3233185 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -3233407.000000 Penalty: 3344.594727
	Iteration 27Q: 3 clusters Score -3233407 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -3233658.750000 Penalty: 3344.594727
	Iteration 28Q: 3 clusters Score -3233659 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -3233877.250000 Penalty: 3344.594727
	Iteration 29Q: 3 clusters Score -3233877 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -3234067.750000 Penalty: 3344.594727
	Iteration 30Q: 3 clusters Score -3234068 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -3234237.500000 Penalty: 3344.594727
	Iteration 31Q: 3 clusters Score -3234238 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -3234395.250000 Penalty: 3344.594727
	Iteration 32Q: 3 clusters Score -3234395 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3234525.500000 Penalty: 3344.594727
	Iteration 33Q: 3 clusters Score -3234526 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28245 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3234627.750000 Penalty: 3344.594727
	Iteration 34Q: 3 clusters Score -3234628 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3234728.500000 Penalty: 3344.594727
	Iteration 35Q: 3 clusters Score -3234728 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -3234828.250000 Penalty: 3344.594727
	Iteration 36Q: 3 clusters Score -3234828 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -3234876.250000 Penalty: 3344.594727
	Iteration 37Q: 3 clusters Score -3234876 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28716 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3234934.500000 Penalty: 3344.594727
	Iteration 38Q: 3 clusters Score -3234934 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3234980.250000 Penalty: 3344.594727
	Iteration 39Q: 3 clusters Score -3234980 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3235023.750000 Penalty: 3344.594727
	Iteration 40F: 3 clusters Score -3235024 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -3235048.000000 Penalty: 3344.594727
	Iteration 41Q: 3 clusters Score -3235048 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28905 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3235070.750000 Penalty: 3344.594727
	Iteration 42Q: 3 clusters Score -3235071 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3235083.000000 Penalty: 3344.594727
	Iteration 43Q: 3 clusters Score -3235083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3235084.750000 Penalty: 3344.594727
	Iteration 44Q: 3 clusters Score -3235085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3235085.750000 Penalty: 3344.594727
	Iteration 45Q: 3 clusters Score -3235086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3235089.000000 Penalty: 3344.594727
	Iteration 46Q: 3 clusters Score -3235089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3235093.500000 Penalty: 3344.594727
	Iteration 47Q: 3 clusters Score -3235094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3235098.750000 Penalty: 3344.594727
	Iteration 48Q: 3 clusters Score -3235099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28947 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3235104.250000 Penalty: 3344.594727
	Iteration 49Q: 3 clusters Score -3235104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3235105.750000 Penalty: 3344.594727
	Iteration 50Q: 3 clusters Score -3235106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28950 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3235106.000000 Penalty: 3344.594727
	Iteration 51Q: 3 clusters Score -3235106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3235106.000000 Penalty: 3344.594727
	Iteration 52Q: 3 clusters Score -3235106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28950 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3235108.500000 Penalty: 3344.594727
	Iteration 53Q: 3 clusters Score -3235108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3235109.000000 Penalty: 3344.594727
	Iteration 54Q: 3 clusters Score -3235109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3235106.250000 Penalty: 3344.594727
	Iteration 55Q: 3 clusters Score -3235106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3235105.750000 Penalty: 3344.594727
	Iteration 56Q: 3 clusters Score -3235106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3235108.000000 Penalty: 3344.594727
	Iteration 57Q: 3 clusters Score -3235108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3235108.000000 Penalty: 3344.594727
	Iteration 58F: 3 clusters Score -3235108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (36283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36283 members 
Entering Unmasked Estep 
Score: -3998068.250000 Penalty: 1706.104492
	Iteration 0F: 2 clusters Score -3998068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -3973664.250000 Penalty: 3412.208984
	Iteration 0F: 3 clusters Score -3973664 nChanged 16948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -3982931.500000 Penalty: 3412.208984
	Iteration 1F: 3 clusters Score -3982932 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -3983309.250000 Penalty: 3412.208984
	Iteration 2Q: 3 clusters Score -3983309 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -3983729.750000 Penalty: 3412.208984
	Iteration 3Q: 3 clusters Score -3983730 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -3984145.750000 Penalty: 3412.208984
	Iteration 4Q: 3 clusters Score -3984146 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -3984770.000000 Penalty: 3412.208984
	Iteration 5Q: 3 clusters Score -3984770 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -3985607.500000 Penalty: 3412.208984
	Iteration 6Q: 3 clusters Score -3985608 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -3986854.750000 Penalty: 3412.208984
	Iteration 7F: 3 clusters Score -3986855 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -3988543.250000 Penalty: 3412.208984
	Iteration 8F: 3 clusters Score -3988543 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27159 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -3990500.750000 Penalty: 3412.208984
	Iteration 9F: 3 clusters Score -3990501 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -3992393.000000 Penalty: 3412.208984
	Iteration 10F: 3 clusters Score -3992393 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30353 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -3993797.250000 Penalty: 3412.208984
	Iteration 11Q: 3 clusters Score -3993797 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -3994732.000000 Penalty: 3412.208984
	Iteration 12Q: 3 clusters Score -3994732 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -3995301.500000 Penalty: 3412.208984
	Iteration 13Q: 3 clusters Score -3995302 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32388 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -3995701.000000 Penalty: 3412.208984
	Iteration 14Q: 3 clusters Score -3995701 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32764 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -3995958.750000 Penalty: 3412.208984
	Iteration 15Q: 3 clusters Score -3995959 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33049 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -3996143.000000 Penalty: 3412.208984
	Iteration 16Q: 3 clusters Score -3996143 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -3996271.000000 Penalty: 3412.208984
	Iteration 17Q: 3 clusters Score -3996271 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -3996340.500000 Penalty: 3412.208984
	Iteration 18Q: 3 clusters Score -3996340 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33654 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -3996398.750000 Penalty: 3412.208984
	Iteration 19Q: 3 clusters Score -3996399 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33798 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -3996449.250000 Penalty: 3412.208984
	Iteration 20F: 3 clusters Score -3996449 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33928 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -3996501.000000 Penalty: 3412.208984
	Iteration 21Q: 3 clusters Score -3996501 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34041 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -3996538.500000 Penalty: 3412.208984
	Iteration 22Q: 3 clusters Score -3996538 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -3996564.750000 Penalty: 3412.208984
	Iteration 23Q: 3 clusters Score -3996565 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -3996582.500000 Penalty: 3412.208984
	Iteration 24Q: 3 clusters Score -3996582 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34279 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -3996609.750000 Penalty: 3412.208984
	Iteration 25Q: 3 clusters Score -3996610 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34354 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -3996613.750000 Penalty: 3412.208984
	Iteration 26Q: 3 clusters Score -3996614 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -3996634.250000 Penalty: 3412.208984
	Iteration 27Q: 3 clusters Score -3996634 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34462 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -3996659.250000 Penalty: 3412.208984
	Iteration 28Q: 3 clusters Score -3996659 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34501 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -3996655.000000 Penalty: 3412.208984
	Iteration 29Q: 3 clusters Score -3996655 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34535 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -3996666.500000 Penalty: 3412.208984
	Iteration 30Q: 3 clusters Score -3996666 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34562 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -3996669.000000 Penalty: 3412.208984
	Iteration 31Q: 3 clusters Score -3996669 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34586 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -3996667.750000 Penalty: 3412.208984
	Iteration 32Q: 3 clusters Score -3996668 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34612 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -3996677.250000 Penalty: 3412.208984
	Iteration 33Q: 3 clusters Score -3996677 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34630 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3996682.750000 Penalty: 3412.208984
	Iteration 34Q: 3 clusters Score -3996683 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34643 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -3996686.250000 Penalty: 3412.208984
	Iteration 35Q: 3 clusters Score -3996686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -3996687.000000 Penalty: 3412.208984
	Iteration 36Q: 3 clusters Score -3996687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34668 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -3996688.000000 Penalty: 3412.208984
	Iteration 37Q: 3 clusters Score -3996688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34679 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -3996684.250000 Penalty: 3412.208984
	Iteration 38Q: 3 clusters Score -3996684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34688 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3996690.000000 Penalty: 3412.208984
	Iteration 39Q: 3 clusters Score -3996690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34692 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3996694.500000 Penalty: 3412.208984
	Iteration 40F: 3 clusters Score -3996694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34696 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -3996691.750000 Penalty: 3412.208984
	Iteration 41Q: 3 clusters Score -3996692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34697 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3996691.250000 Penalty: 3412.208984
	Iteration 42Q: 3 clusters Score -3996691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34699 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -3996692.500000 Penalty: 3412.208984
	Iteration 43Q: 3 clusters Score -3996692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -3996690.000000 Penalty: 3412.208984
	Iteration 44Q: 3 clusters Score -3996690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34706 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3996691.000000 Penalty: 3412.208984
	Iteration 45Q: 3 clusters Score -3996691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34709 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -3996694.000000 Penalty: 3412.208984
	Iteration 46Q: 3 clusters Score -3996694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34716 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -3996701.000000 Penalty: 3412.208984
	Iteration 47Q: 3 clusters Score -3996701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34723 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -3996696.250000 Penalty: 3412.208984
	Iteration 48Q: 3 clusters Score -3996696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3996695.750000 Penalty: 3412.208984
	Iteration 49Q: 3 clusters Score -3996696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34739 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -3996693.750000 Penalty: 3412.208984
	Iteration 50Q: 3 clusters Score -3996694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34749 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -3996697.000000 Penalty: 3412.208984
	Iteration 51Q: 3 clusters Score -3996697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34757 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -3996694.500000 Penalty: 3412.208984
	Iteration 52Q: 3 clusters Score -3996694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34764 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -3996695.500000 Penalty: 3412.208984
	Iteration 53Q: 3 clusters Score -3996696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34770 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -3996697.500000 Penalty: 3412.208984
	Iteration 54Q: 3 clusters Score -3996698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34780 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -3996696.500000 Penalty: 3412.208984
	Iteration 55Q: 3 clusters Score -3996696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -3996699.750000 Penalty: 3412.208984
	Iteration 56Q: 3 clusters Score -3996700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34789 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3996694.250000 Penalty: 3412.208984
	Iteration 57Q: 3 clusters Score -3996694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34795 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -3996696.250000 Penalty: 3412.208984
	Iteration 58Q: 3 clusters Score -3996696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34803 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3996699.750000 Penalty: 3412.208984
	Iteration 59Q: 3 clusters Score -3996700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34814 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -3996707.750000 Penalty: 3412.208984
	Iteration 60F: 3 clusters Score -3996708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34820 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -3996716.250000 Penalty: 3412.208984
	Iteration 61Q: 3 clusters Score -3996716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34829 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -3996712.250000 Penalty: 3412.208984
	Iteration 62Q: 3 clusters Score -3996712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34838 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3996711.750000 Penalty: 3412.208984
	Iteration 63Q: 3 clusters Score -3996712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34843 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -3996719.000000 Penalty: 3412.208984
	Iteration 64Q: 3 clusters Score -3996719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34846 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3996724.750000 Penalty: 3412.208984
	Iteration 65Q: 3 clusters Score -3996725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -3996723.250000 Penalty: 3412.208984
	Iteration 66Q: 3 clusters Score -3996723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34854 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -3996725.250000 Penalty: 3412.208984
	Iteration 67Q: 3 clusters Score -3996725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34859 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3996724.250000 Penalty: 3412.208984
	Iteration 68Q: 3 clusters Score -3996724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34860 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -3996725.500000 Penalty: 3412.208984
	Iteration 69Q: 3 clusters Score -3996726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3996725.750000 Penalty: 3412.208984
	Iteration 70Q: 3 clusters Score -3996726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3996725.750000 Penalty: 3412.208984
	Iteration 71F: 3 clusters Score -3996726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Entering Unmasked Estep 
Score: -1117280.750000 Penalty: 1491.042480
	Iteration 0F: 2 clusters Score -1117281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1110284.750000 Penalty: 2982.084961
	Iteration 0F: 3 clusters Score -1110285 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1112497.750000 Penalty: 2982.084961
	Iteration 1F: 3 clusters Score -1112498 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1112776.500000 Penalty: 2982.084961
	Iteration 2F: 3 clusters Score -1112776 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1113030.250000 Penalty: 2982.084961
	Iteration 3F: 3 clusters Score -1113030 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1113311.000000 Penalty: 2982.084961
	Iteration 4F: 3 clusters Score -1113311 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1113618.125000 Penalty: 2982.084961
	Iteration 5F: 3 clusters Score -1113618 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1114013.250000 Penalty: 2982.084961
	Iteration 6F: 3 clusters Score -1114013 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1114491.875000 Penalty: 2982.084961
	Iteration 7F: 3 clusters Score -1114492 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1114947.625000 Penalty: 2982.084961
	Iteration 8F: 3 clusters Score -1114948 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1115382.500000 Penalty: 2982.084961
	Iteration 9Q: 3 clusters Score -1115382 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1115721.625000 Penalty: 2982.084961
	Iteration 10Q: 3 clusters Score -1115722 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1115900.375000 Penalty: 2982.084961
	Iteration 11Q: 3 clusters Score -1115900 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1116035.500000 Penalty: 2982.084961
	Iteration 12Q: 3 clusters Score -1116036 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1116104.000000 Penalty: 2982.084961
	Iteration 13Q: 3 clusters Score -1116104 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1116148.625000 Penalty: 2982.084961
	Iteration 14Q: 3 clusters Score -1116149 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1116180.250000 Penalty: 2982.084961
	Iteration 15Q: 3 clusters Score -1116180 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1116214.625000 Penalty: 2982.084961
	Iteration 16Q: 3 clusters Score -1116215 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1116235.125000 Penalty: 2982.084961
	Iteration 17Q: 3 clusters Score -1116235 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1116245.250000 Penalty: 2982.084961
	Iteration 18Q: 3 clusters Score -1116245 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1116250.000000 Penalty: 2982.084961
	Iteration 19Q: 3 clusters Score -1116250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1116255.125000 Penalty: 2982.084961
	Iteration 20F: 3 clusters Score -1116255 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1116255.375000 Penalty: 2982.084961
	Iteration 21Q: 3 clusters Score -1116255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1116257.625000 Penalty: 2982.084961
	Iteration 22Q: 3 clusters Score -1116258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1116255.875000 Penalty: 2982.084961
	Iteration 23Q: 3 clusters Score -1116256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1116255.500000 Penalty: 2982.084961
	Iteration 24Q: 3 clusters Score -1116256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1116257.625000 Penalty: 2982.084961
	Iteration 25Q: 3 clusters Score -1116258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1116259.000000 Penalty: 2982.084961
	Iteration 26Q: 3 clusters Score -1116259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1116258.125000 Penalty: 2982.084961
	Iteration 27Q: 3 clusters Score -1116258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1116258.125000 Penalty: 2982.084961
	Iteration 28Q: 3 clusters Score -1116258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1116257.750000 Penalty: 2982.084961
	Iteration 29Q: 3 clusters Score -1116258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1116260.000000 Penalty: 2982.084961
	Iteration 30Q: 3 clusters Score -1116260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1116261.000000 Penalty: 2982.084961
	Iteration 31Q: 3 clusters Score -1116261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1116260.375000 Penalty: 2982.084961
	Iteration 32Q: 3 clusters Score -1116260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1116262.000000 Penalty: 2982.084961
	Iteration 33Q: 3 clusters Score -1116262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1116261.500000 Penalty: 2982.084961
	Iteration 34Q: 3 clusters Score -1116262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1116263.375000 Penalty: 2982.084961
	Iteration 35Q: 3 clusters Score -1116263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1116267.500000 Penalty: 2982.084961
	Iteration 36Q: 3 clusters Score -1116268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1116267.250000 Penalty: 2982.084961
	Iteration 37Q: 3 clusters Score -1116267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1116265.375000 Penalty: 2982.084961
	Iteration 38Q: 3 clusters Score -1116265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1116266.125000 Penalty: 2982.084961
	Iteration 39Q: 3 clusters Score -1116266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1116268.000000 Penalty: 2982.084961
	Iteration 40F: 3 clusters Score -1116268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1116267.500000 Penalty: 2982.084961
	Iteration 41Q: 3 clusters Score -1116268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1116267.625000 Penalty: 2982.084961
	Iteration 42Q: 3 clusters Score -1116268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1116270.250000 Penalty: 2982.084961
	Iteration 43Q: 3 clusters Score -1116270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1116270.250000 Penalty: 2982.084961
	Iteration 44F: 3 clusters Score -1116270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Entering Unmasked Estep 
Score: -434538.718750 Penalty: 1361.824219
	Iteration 0F: 2 clusters Score -434538.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -430930.812500 Penalty: 2723.648438
	Iteration 0F: 3 clusters Score -430930.8 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -431911.281250 Penalty: 2723.648438
	Iteration 1F: 3 clusters Score -431911.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -432173.562500 Penalty: 2723.648438
	Iteration 2F: 3 clusters Score -432173.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -432382.437500 Penalty: 2723.648438
	Iteration 3F: 3 clusters Score -432382.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -432569.843750 Penalty: 2723.648438
	Iteration 4F: 3 clusters Score -432569.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -432731.593750 Penalty: 2723.648438
	Iteration 5Q: 3 clusters Score -432731.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -432881.593750 Penalty: 2723.648438
	Iteration 6Q: 3 clusters Score -432881.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -433022.937500 Penalty: 2723.648438
	Iteration 7Q: 3 clusters Score -433022.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -433131.375000 Penalty: 2723.648438
	Iteration 8Q: 3 clusters Score -433131.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -433226.812500 Penalty: 2723.648438
	Iteration 9Q: 3 clusters Score -433226.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -433306.968750 Penalty: 2723.648438
	Iteration 10Q: 3 clusters Score -433307 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -433382.625000 Penalty: 2723.648438
	Iteration 11Q: 3 clusters Score -433382.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -433433.000000 Penalty: 2723.648438
	Iteration 12Q: 3 clusters Score -433433 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -433475.218750 Penalty: 2723.648438
	Iteration 13Q: 3 clusters Score -433475.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -433504.718750 Penalty: 2723.648438
	Iteration 14Q: 3 clusters Score -433504.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -433536.062500 Penalty: 2723.648438
	Iteration 15Q: 3 clusters Score -433536.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -433567.843750 Penalty: 2723.648438
	Iteration 16Q: 3 clusters Score -433567.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -433600.500000 Penalty: 2723.648438
	Iteration 17Q: 3 clusters Score -433600.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -433639.312500 Penalty: 2723.648438
	Iteration 18Q: 3 clusters Score -433639.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -433681.593750 Penalty: 2723.648438
	Iteration 19Q: 3 clusters Score -433681.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -433730.656250 Penalty: 2723.648438
	Iteration 20F: 3 clusters Score -433730.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -433786.375000 Penalty: 2723.648438
	Iteration 21Q: 3 clusters Score -433786.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -433846.531250 Penalty: 2723.648438
	Iteration 22Q: 3 clusters Score -433846.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -433915.343750 Penalty: 2723.648438
	Iteration 23Q: 3 clusters Score -433915.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -433977.156250 Penalty: 2723.648438
	Iteration 24Q: 3 clusters Score -433977.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -434023.281250 Penalty: 2723.648438
	Iteration 25Q: 3 clusters Score -434023.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -434060.093750 Penalty: 2723.648438
	Iteration 26Q: 3 clusters Score -434060.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -434087.937500 Penalty: 2723.648438
	Iteration 27Q: 3 clusters Score -434087.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -434112.937500 Penalty: 2723.648438
	Iteration 28Q: 3 clusters Score -434112.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -434135.593750 Penalty: 2723.648438
	Iteration 29Q: 3 clusters Score -434135.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -434150.343750 Penalty: 2723.648438
	Iteration 30Q: 3 clusters Score -434150.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -434165.281250 Penalty: 2723.648438
	Iteration 31Q: 3 clusters Score -434165.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -434183.125000 Penalty: 2723.648438
	Iteration 32Q: 3 clusters Score -434183.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -434192.781250 Penalty: 2723.648438
	Iteration 33Q: 3 clusters Score -434192.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -434195.812500 Penalty: 2723.648438
	Iteration 34Q: 3 clusters Score -434195.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -434200.812500 Penalty: 2723.648438
	Iteration 35Q: 3 clusters Score -434200.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -434205.812500 Penalty: 2723.648438
	Iteration 36Q: 3 clusters Score -434205.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -434208.875000 Penalty: 2723.648438
	Iteration 37Q: 3 clusters Score -434208.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -434214.875000 Penalty: 2723.648438
	Iteration 38Q: 3 clusters Score -434214.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -434218.125000 Penalty: 2723.648438
	Iteration 39Q: 3 clusters Score -434218.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -434222.281250 Penalty: 2723.648438
	Iteration 40F: 3 clusters Score -434222.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -434222.968750 Penalty: 2723.648438
	Iteration 41Q: 3 clusters Score -434223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -434223.250000 Penalty: 2723.648438
	Iteration 42Q: 3 clusters Score -434223.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -434224.843750 Penalty: 2723.648438
	Iteration 43Q: 3 clusters Score -434224.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -434228.687500 Penalty: 2723.648438
	Iteration 44Q: 3 clusters Score -434228.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -434230.593750 Penalty: 2723.648438
	Iteration 45Q: 3 clusters Score -434230.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -434231.000000 Penalty: 2723.648438
	Iteration 46Q: 3 clusters Score -434231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -434230.781250 Penalty: 2723.648438
	Iteration 47Q: 3 clusters Score -434230.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -434230.781250 Penalty: 2723.648438
	Iteration 48F: 3 clusters Score -434230.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (130594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130594 members 
Entering Unmasked Estep 
Score: -15482916.000000 Penalty: 1914.225342
	Iteration 0F: 2 clusters Score -1.548292e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65104 members 
Mstep: Class 2 contains 65490 members 
Entering Unmasked Estep 
Score: -15406554.000000 Penalty: 3828.450684
	Iteration 0F: 3 clusters Score -1.540655e+07 nChanged 62880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61916 members 
Mstep: Class 2 contains 68678 members 
Entering Unmasked Estep 
Score: -15443579.000000 Penalty: 3828.450684
	Iteration 1F: 3 clusters Score -1.544358e+07 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59689 members 
Mstep: Class 2 contains 70905 members 
Entering Unmasked Estep 
Score: -15444931.000000 Penalty: 3828.450684
	Iteration 2Q: 3 clusters Score -1.544493e+07 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56369 members 
Mstep: Class 2 contains 74225 members 
Entering Unmasked Estep 
Score: -15447153.000000 Penalty: 3828.450684
	Iteration 3Q: 3 clusters Score -1.544715e+07 nChanged 6531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51570 members 
Mstep: Class 2 contains 79024 members 
Entering Unmasked Estep 
Score: -15450738.000000 Penalty: 3828.450684
	Iteration 4F: 3 clusters Score -1.545074e+07 nChanged 7973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45071 members 
Mstep: Class 2 contains 85523 members 
Entering Unmasked Estep 
Score: -15456399.000000 Penalty: 3828.450684
	Iteration 5F: 3 clusters Score -1.54564e+07 nChanged 8841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37230 members 
Mstep: Class 2 contains 93364 members 
Entering Unmasked Estep 
Score: -15463140.000000 Penalty: 3828.450684
	Iteration 6F: 3 clusters Score -1.546314e+07 nChanged 8446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29726 members 
Mstep: Class 2 contains 100868 members 
Entering Unmasked Estep 
Score: -15469480.000000 Penalty: 3828.450684
	Iteration 7F: 3 clusters Score -1.546948e+07 nChanged 6910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 105952 members 
Entering Unmasked Estep 
Score: -15474337.000000 Penalty: 3828.450684
	Iteration 8F: 3 clusters Score -1.547434e+07 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 108114 members 
Entering Unmasked Estep 
Score: -15477821.000000 Penalty: 3828.450684
	Iteration 9Q: 3 clusters Score -1.547782e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 108867 members 
Entering Unmasked Estep 
Score: -15479835.000000 Penalty: 3828.450684
	Iteration 10Q: 3 clusters Score -1.547984e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 109210 members 
Entering Unmasked Estep 
Score: -15480903.000000 Penalty: 3828.450684
	Iteration 11Q: 3 clusters Score -1.54809e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 109321 members 
Entering Unmasked Estep 
Score: -15481575.000000 Penalty: 3828.450684
	Iteration 12Q: 3 clusters Score -1.548158e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 109251 members 
Entering Unmasked Estep 
Score: -15482089.000000 Penalty: 3828.450684
	Iteration 13Q: 3 clusters Score -1.548209e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 109079 members 
Entering Unmasked Estep 
Score: -15482646.000000 Penalty: 3828.450684
	Iteration 14Q: 3 clusters Score -1.548265e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 108857 members 
Entering Unmasked Estep 
Score: -15483150.000000 Penalty: 3828.450684
	Iteration 15Q: 3 clusters Score -1.548315e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 108561 members 
Entering Unmasked Estep 
Score: -15483647.000000 Penalty: 3828.450684
	Iteration 16Q: 3 clusters Score -1.548365e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 108217 members 
Entering Unmasked Estep 
Score: -15484038.000000 Penalty: 3828.450684
	Iteration 17Q: 3 clusters Score -1.548404e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 107802 members 
Entering Unmasked Estep 
Score: -15484393.000000 Penalty: 3828.450684
	Iteration 18Q: 3 clusters Score -1.548439e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 107368 members 
Entering Unmasked Estep 
Score: -15484799.000000 Penalty: 3828.450684
	Iteration 19Q: 3 clusters Score -1.54848e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 107038 members 
Entering Unmasked Estep 
Score: -15485063.000000 Penalty: 3828.450684
	Iteration 20F: 3 clusters Score -1.548506e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 106735 members 
Entering Unmasked Estep 
Score: -15485321.000000 Penalty: 3828.450684
	Iteration 21Q: 3 clusters Score -1.548532e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 106355 members 
Entering Unmasked Estep 
Score: -15485578.000000 Penalty: 3828.450684
	Iteration 22Q: 3 clusters Score -1.548558e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 105973 members 
Entering Unmasked Estep 
Score: -15485805.000000 Penalty: 3828.450684
	Iteration 23Q: 3 clusters Score -1.54858e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25026 members 
Mstep: Class 2 contains 105568 members 
Entering Unmasked Estep 
Score: -15486031.000000 Penalty: 3828.450684
	Iteration 24Q: 3 clusters Score -1.548603e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 105268 members 
Entering Unmasked Estep 
Score: -15486154.000000 Penalty: 3828.450684
	Iteration 25Q: 3 clusters Score -1.548615e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 104919 members 
Entering Unmasked Estep 
Score: -15486333.000000 Penalty: 3828.450684
	Iteration 26Q: 3 clusters Score -1.548633e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 104591 members 
Entering Unmasked Estep 
Score: -15486428.000000 Penalty: 3828.450684
	Iteration 27Q: 3 clusters Score -1.548643e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 104351 members 
Entering Unmasked Estep 
Score: -15486552.000000 Penalty: 3828.450684
	Iteration 28Q: 3 clusters Score -1.548655e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 104145 members 
Entering Unmasked Estep 
Score: -15486592.000000 Penalty: 3828.450684
	Iteration 29Q: 3 clusters Score -1.548659e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 103954 members 
Entering Unmasked Estep 
Score: -15486622.000000 Penalty: 3828.450684
	Iteration 30Q: 3 clusters Score -1.548662e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 103842 members 
Entering Unmasked Estep 
Score: -15486631.000000 Penalty: 3828.450684
	Iteration 31Q: 3 clusters Score -1.548663e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 103692 members 
Entering Unmasked Estep 
Score: -15486700.000000 Penalty: 3828.450684
	Iteration 32Q: 3 clusters Score -1.54867e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 103585 members 
Entering Unmasked Estep 
Score: -15486699.000000 Penalty: 3828.450684
	Iteration 33Q: 3 clusters Score -1.54867e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 103481 members 
Entering Unmasked Estep 
Score: -15486715.000000 Penalty: 3828.450684
	Iteration 34Q: 3 clusters Score -1.548672e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 103338 members 
Entering Unmasked Estep 
Score: -15486772.000000 Penalty: 3828.450684
	Iteration 35Q: 3 clusters Score -1.548677e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 103244 members 
Entering Unmasked Estep 
Score: -15486806.000000 Penalty: 3828.450684
	Iteration 36Q: 3 clusters Score -1.548681e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 103099 members 
Entering Unmasked Estep 
Score: -15486867.000000 Penalty: 3828.450684
	Iteration 37Q: 3 clusters Score -1.548687e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27638 members 
Mstep: Class 2 contains 102956 members 
Entering Unmasked Estep 
Score: -15486897.000000 Penalty: 3828.450684
	Iteration 38Q: 3 clusters Score -1.54869e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 102774 members 
Entering Unmasked Estep 
Score: -15486894.000000 Penalty: 3828.450684
	Iteration 39Q: 3 clusters Score -1.548689e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27938 members 
Mstep: Class 2 contains 102656 members 
Entering Unmasked Estep 
Score: -15486906.000000 Penalty: 3828.450684
	Iteration 40F: 3 clusters Score -1.548691e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 102525 members 
Entering Unmasked Estep 
Score: -15486960.000000 Penalty: 3828.450684
	Iteration 41Q: 3 clusters Score -1.548696e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 102408 members 
Entering Unmasked Estep 
Score: -15486993.000000 Penalty: 3828.450684
	Iteration 42Q: 3 clusters Score -1.548699e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 102313 members 
Entering Unmasked Estep 
Score: -15486990.000000 Penalty: 3828.450684
	Iteration 43Q: 3 clusters Score -1.548699e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 102230 members 
Entering Unmasked Estep 
Score: -15486999.000000 Penalty: 3828.450684
	Iteration 44Q: 3 clusters Score -1.5487e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 102151 members 
Entering Unmasked Estep 
Score: -15487028.000000 Penalty: 3828.450684
	Iteration 45Q: 3 clusters Score -1.548703e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 102070 members 
Entering Unmasked Estep 
Score: -15487039.000000 Penalty: 3828.450684
	Iteration 46Q: 3 clusters Score -1.548704e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28615 members 
Mstep: Class 2 contains 101979 members 
Entering Unmasked Estep 
Score: -15487081.000000 Penalty: 3828.450684
	Iteration 47Q: 3 clusters Score -1.548708e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 101915 members 
Entering Unmasked Estep 
Score: -15487092.000000 Penalty: 3828.450684
	Iteration 48Q: 3 clusters Score -1.548709e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28730 members 
Mstep: Class 2 contains 101864 members 
Entering Unmasked Estep 
Score: -15487103.000000 Penalty: 3828.450684
	Iteration 49Q: 3 clusters Score -1.54871e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 101815 members 
Entering Unmasked Estep 
Score: -15487097.000000 Penalty: 3828.450684
	Iteration 50Q: 3 clusters Score -1.54871e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 101788 members 
Entering Unmasked Estep 
Score: -15487135.000000 Penalty: 3828.450684
	Iteration 51Q: 3 clusters Score -1.548714e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 101744 members 
Entering Unmasked Estep 
Score: -15487127.000000 Penalty: 3828.450684
	Iteration 52Q: 3 clusters Score -1.548713e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 101711 members 
Entering Unmasked Estep 
Score: -15487118.000000 Penalty: 3828.450684
	Iteration 53Q: 3 clusters Score -1.548712e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 101674 members 
Entering Unmasked Estep 
Score: -15487112.000000 Penalty: 3828.450684
	Iteration 54Q: 3 clusters Score -1.548711e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28962 members 
Mstep: Class 2 contains 101632 members 
Entering Unmasked Estep 
Score: -15487129.000000 Penalty: 3828.450684
	Iteration 55Q: 3 clusters Score -1.548713e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28978 members 
Mstep: Class 2 contains 101616 members 
Entering Unmasked Estep 
Score: -15487133.000000 Penalty: 3828.450684
	Iteration 56Q: 3 clusters Score -1.548713e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29002 members 
Mstep: Class 2 contains 101592 members 
Entering Unmasked Estep 
Score: -15487132.000000 Penalty: 3828.450684
	Iteration 57Q: 3 clusters Score -1.548713e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29016 members 
Mstep: Class 2 contains 101578 members 
Entering Unmasked Estep 
Score: -15487129.000000 Penalty: 3828.450684
	Iteration 58Q: 3 clusters Score -1.548713e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29031 members 
Mstep: Class 2 contains 101563 members 
Entering Unmasked Estep 
Score: -15487120.000000 Penalty: 3828.450684
	Iteration 59Q: 3 clusters Score -1.548712e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 101561 members 
Entering Unmasked Estep 
Score: -15487134.000000 Penalty: 3828.450684
	Iteration 60F: 3 clusters Score -1.548713e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 101566 members 
Entering Unmasked Estep 
Score: -15487134.000000 Penalty: 3828.450684
	Iteration 61Q: 3 clusters Score -1.548713e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 101561 members 
Entering Unmasked Estep 
Score: -15487126.000000 Penalty: 3828.450684
	Iteration 62Q: 3 clusters Score -1.548713e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 101557 members 
Entering Unmasked Estep 
Score: -15487130.000000 Penalty: 3828.450684
	Iteration 63Q: 3 clusters Score -1.548713e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 101560 members 
Entering Unmasked Estep 
Score: -15487120.000000 Penalty: 3828.450684
	Iteration 64Q: 3 clusters Score -1.548712e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29022 members 
Mstep: Class 2 contains 101572 members 
Entering Unmasked Estep 
Score: -15487131.000000 Penalty: 3828.450684
	Iteration 65Q: 3 clusters Score -1.548713e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 101574 members 
Entering Unmasked Estep 
Score: -15487130.000000 Penalty: 3828.450684
	Iteration 66Q: 3 clusters Score -1.548713e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 101576 members 
Entering Unmasked Estep 
Score: -15487120.000000 Penalty: 3828.450684
	Iteration 67Q: 3 clusters Score -1.548712e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 101576 members 
Entering Unmasked Estep 
Score: -15487120.000000 Penalty: 3828.450684
	Iteration 68F: 3 clusters Score -1.548712e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 74740 members 
Mstep: Class 3 contains 2891 members 
Mstep: Class 4 contains 19228 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 87197 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192155 members 
Mstep: Class 11 contains 7873 members 
Mstep: Class 12 contains 29468 members 
Mstep: Class 13 contains 36283 members 
Mstep: Class 14 contains 9659 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 16 contains 29018 members 
Mstep: Class 17 contains 10360 members 
Mstep: Class 18 contains 8609 members 
Mstep: Class 19 contains 22955 members 
Mstep: Class 20 contains 1462 members 
Mstep: Class 21 contains 31628 members 
Mstep: Class 22 contains 20780 members 
Mstep: Class 23 contains 77759 members 
Mstep: Class 24 contains 13915 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12777 members 
Mstep: Class 29 contains 27785 members 
Mstep: Class 30 contains 3849 members 
Mstep: Class 31 contains 11535 members 
Mstep: Class 32 contains 7517 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 80703 members 
Mstep: Class 35 contains 82244 members 
Mstep: Class 36 contains 6513 members 
Mstep: Class 37 contains 9535 members 
Mstep: Class 38 contains 79480 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 10966 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 75507 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5481 members 
Mstep: Class 48 contains 88885 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 73498 members 
Mstep: Class 51 contains 22488 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 94024 members 
Mstep: Class 54 contains 36413 members 
Mstep: Class 55 contains 98186 members 
Mstep: Class 56 contains 105085 members 
Mstep: Class 57 contains 101576 members 
Entering Unmasked Estep 
Score: -194729952.000000 Penalty: 133004.953125
Splitting cluster 16 changes total score from -194724320.000000 to -194729952.000000
So it's getting split into cluster 57.
Entering ConstructFrom: 
Trying to split cluster 17 (10360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Entering Unmasked Estep 
Score: -1205184.750000 Penalty: 1502.427490
	Iteration 0F: 2 clusters Score -1205185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1197817.750000 Penalty: 3004.854980
	Iteration 0F: 3 clusters Score -1197818 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1200256.750000 Penalty: 3004.854980
	Iteration 1F: 3 clusters Score -1200257 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1200639.000000 Penalty: 3004.854980
	Iteration 2F: 3 clusters Score -1200639 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1201070.125000 Penalty: 3004.854980
	Iteration 3F: 3 clusters Score -1201070 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1201504.875000 Penalty: 3004.854980
	Iteration 4F: 3 clusters Score -1201505 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1201979.500000 Penalty: 3004.854980
	Iteration 5F: 3 clusters Score -1201980 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1202497.250000 Penalty: 3004.854980
	Iteration 6F: 3 clusters Score -1202497 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1202933.250000 Penalty: 3004.854980
	Iteration 7F: 3 clusters Score -1202933 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1203230.000000 Penalty: 3004.854980
	Iteration 8Q: 3 clusters Score -1203230 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1203400.500000 Penalty: 3004.854980
	Iteration 9Q: 3 clusters Score -1203400 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1203492.125000 Penalty: 3004.854980
	Iteration 10Q: 3 clusters Score -1203492 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1203557.875000 Penalty: 3004.854980
	Iteration 11Q: 3 clusters Score -1203558 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1203630.875000 Penalty: 3004.854980
	Iteration 12Q: 3 clusters Score -1203631 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1203682.375000 Penalty: 3004.854980
	Iteration 13Q: 3 clusters Score -1203682 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1203737.000000 Penalty: 3004.854980
	Iteration 14Q: 3 clusters Score -1203737 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1203776.750000 Penalty: 3004.854980
	Iteration 15Q: 3 clusters Score -1203777 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1203814.250000 Penalty: 3004.854980
	Iteration 16Q: 3 clusters Score -1203814 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1203836.875000 Penalty: 3004.854980
	Iteration 17Q: 3 clusters Score -1203837 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1203867.125000 Penalty: 3004.854980
	Iteration 18Q: 3 clusters Score -1203867 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1203893.500000 Penalty: 3004.854980
	Iteration 19Q: 3 clusters Score -1203894 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1203918.875000 Penalty: 3004.854980
	Iteration 20F: 3 clusters Score -1203919 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1203933.375000 Penalty: 3004.854980
	Iteration 21Q: 3 clusters Score -1203933 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1203952.875000 Penalty: 3004.854980
	Iteration 22Q: 3 clusters Score -1203953 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1203966.000000 Penalty: 3004.854980
	Iteration 23Q: 3 clusters Score -1203966 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1203979.375000 Penalty: 3004.854980
	Iteration 24Q: 3 clusters Score -1203979 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1203992.375000 Penalty: 3004.854980
	Iteration 25Q: 3 clusters Score -1203992 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1204001.750000 Penalty: 3004.854980
	Iteration 26Q: 3 clusters Score -1204002 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1204013.375000 Penalty: 3004.854980
	Iteration 27Q: 3 clusters Score -1204013 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1204021.125000 Penalty: 3004.854980
	Iteration 28Q: 3 clusters Score -1204021 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1204027.625000 Penalty: 3004.854980
	Iteration 29Q: 3 clusters Score -1204028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1204031.875000 Penalty: 3004.854980
	Iteration 30Q: 3 clusters Score -1204032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1204031.375000 Penalty: 3004.854980
	Iteration 31Q: 3 clusters Score -1204031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1204035.125000 Penalty: 3004.854980
	Iteration 32Q: 3 clusters Score -1204035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1204037.000000 Penalty: 3004.854980
	Iteration 33Q: 3 clusters Score -1204037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1204043.000000 Penalty: 3004.854980
	Iteration 34Q: 3 clusters Score -1204043 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1204049.625000 Penalty: 3004.854980
	Iteration 35Q: 3 clusters Score -1204050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1204050.375000 Penalty: 3004.854980
	Iteration 36Q: 3 clusters Score -1204050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1204052.500000 Penalty: 3004.854980
	Iteration 37Q: 3 clusters Score -1204052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1204054.875000 Penalty: 3004.854980
	Iteration 38Q: 3 clusters Score -1204055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1204058.000000 Penalty: 3004.854980
	Iteration 39Q: 3 clusters Score -1204058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1204058.750000 Penalty: 3004.854980
	Iteration 40F: 3 clusters Score -1204059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1204059.375000 Penalty: 3004.854980
	Iteration 41Q: 3 clusters Score -1204059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1204059.000000 Penalty: 3004.854980
	Iteration 42Q: 3 clusters Score -1204059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1204059.000000 Penalty: 3004.854980
	Iteration 43Q: 3 clusters Score -1204059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1204058.625000 Penalty: 3004.854980
	Iteration 44Q: 3 clusters Score -1204059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1204058.625000 Penalty: 3004.854980
	Iteration 45F: 3 clusters Score -1204059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Entering Unmasked Estep 
Score: -968595.187500 Penalty: 1472.341553
	Iteration 0F: 2 clusters Score -968595.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -962381.000000 Penalty: 2944.683105
	Iteration 0F: 3 clusters Score -962381 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -964267.437500 Penalty: 2944.683105
	Iteration 1F: 3 clusters Score -964267.4 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -964499.875000 Penalty: 2944.683105
	Iteration 2F: 3 clusters Score -964499.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -964689.562500 Penalty: 2944.683105
	Iteration 3F: 3 clusters Score -964689.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -964814.500000 Penalty: 2944.683105
	Iteration 4Q: 3 clusters Score -964814.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -964926.750000 Penalty: 2944.683105
	Iteration 5Q: 3 clusters Score -964926.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -965019.937500 Penalty: 2944.683105
	Iteration 6Q: 3 clusters Score -965019.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -965130.312500 Penalty: 2944.683105
	Iteration 7Q: 3 clusters Score -965130.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -965248.625000 Penalty: 2944.683105
	Iteration 8Q: 3 clusters Score -965248.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -965406.375000 Penalty: 2944.683105
	Iteration 9Q: 3 clusters Score -965406.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -965578.750000 Penalty: 2944.683105
	Iteration 10Q: 3 clusters Score -965578.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -965766.062500 Penalty: 2944.683105
	Iteration 11Q: 3 clusters Score -965766.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -966030.812500 Penalty: 2944.683105
	Iteration 12Q: 3 clusters Score -966030.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -966278.187500 Penalty: 2944.683105
	Iteration 13Q: 3 clusters Score -966278.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -966485.562500 Penalty: 2944.683105
	Iteration 14Q: 3 clusters Score -966485.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -966644.562500 Penalty: 2944.683105
	Iteration 15Q: 3 clusters Score -966644.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -966778.375000 Penalty: 2944.683105
	Iteration 16Q: 3 clusters Score -966778.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -966871.187500 Penalty: 2944.683105
	Iteration 17Q: 3 clusters Score -966871.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -966943.625000 Penalty: 2944.683105
	Iteration 18Q: 3 clusters Score -966943.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -967012.500000 Penalty: 2944.683105
	Iteration 19Q: 3 clusters Score -967012.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -967064.437500 Penalty: 2944.683105
	Iteration 20F: 3 clusters Score -967064.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -967112.750000 Penalty: 2944.683105
	Iteration 21Q: 3 clusters Score -967112.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -967152.312500 Penalty: 2944.683105
	Iteration 22Q: 3 clusters Score -967152.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -967176.937500 Penalty: 2944.683105
	Iteration 23Q: 3 clusters Score -967176.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -967200.687500 Penalty: 2944.683105
	Iteration 24Q: 3 clusters Score -967200.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -967220.187500 Penalty: 2944.683105
	Iteration 25Q: 3 clusters Score -967220.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -967234.062500 Penalty: 2944.683105
	Iteration 26Q: 3 clusters Score -967234.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -967248.875000 Penalty: 2944.683105
	Iteration 27Q: 3 clusters Score -967248.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -967260.812500 Penalty: 2944.683105
	Iteration 28Q: 3 clusters Score -967260.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -967269.562500 Penalty: 2944.683105
	Iteration 29Q: 3 clusters Score -967269.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -967276.187500 Penalty: 2944.683105
	Iteration 30Q: 3 clusters Score -967276.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -967283.437500 Penalty: 2944.683105
	Iteration 31Q: 3 clusters Score -967283.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -967287.875000 Penalty: 2944.683105
	Iteration 32Q: 3 clusters Score -967287.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -967290.125000 Penalty: 2944.683105
	Iteration 33Q: 3 clusters Score -967290.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -967298.812500 Penalty: 2944.683105
	Iteration 34Q: 3 clusters Score -967298.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -967310.312500 Penalty: 2944.683105
	Iteration 35Q: 3 clusters Score -967310.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -967320.812500 Penalty: 2944.683105
	Iteration 36Q: 3 clusters Score -967320.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -967324.625000 Penalty: 2944.683105
	Iteration 37Q: 3 clusters Score -967324.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -967326.562500 Penalty: 2944.683105
	Iteration 38Q: 3 clusters Score -967326.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -967327.500000 Penalty: 2944.683105
	Iteration 39Q: 3 clusters Score -967327.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -967329.062500 Penalty: 2944.683105
	Iteration 40F: 3 clusters Score -967329.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -967329.062500 Penalty: 2944.683105
	Iteration 41Q: 3 clusters Score -967329.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -967330.000000 Penalty: 2944.683105
	Iteration 42Q: 3 clusters Score -967330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -967331.750000 Penalty: 2944.683105
	Iteration 43Q: 3 clusters Score -967331.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -967331.750000 Penalty: 2944.683105
	Iteration 44F: 3 clusters Score -967331.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Entering Unmasked Estep 
Score: -2513070.000000 Penalty: 1631.709839
	Iteration 0F: 2 clusters Score -2513070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -2497376.500000 Penalty: 3263.419678
	Iteration 0F: 3 clusters Score -2497376 nChanged 10509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -2503269.750000 Penalty: 3263.419678
	Iteration 1F: 3 clusters Score -2503270 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -2503955.750000 Penalty: 3263.419678
	Iteration 2F: 3 clusters Score -2503956 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -2504831.500000 Penalty: 3263.419678
	Iteration 3F: 3 clusters Score -2504832 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -2505935.000000 Penalty: 3263.419678
	Iteration 4F: 3 clusters Score -2505935 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -2507102.250000 Penalty: 3263.419678
	Iteration 5F: 3 clusters Score -2507102 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -2508329.000000 Penalty: 3263.419678
	Iteration 6F: 3 clusters Score -2508329 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -2509315.250000 Penalty: 3263.419678
	Iteration 7F: 3 clusters Score -2509315 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -2509987.000000 Penalty: 3263.419678
	Iteration 8Q: 3 clusters Score -2509987 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -2510392.500000 Penalty: 3263.419678
	Iteration 9Q: 3 clusters Score -2510392 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -2510638.500000 Penalty: 3263.419678
	Iteration 10Q: 3 clusters Score -2510638 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -2510785.750000 Penalty: 3263.419678
	Iteration 11Q: 3 clusters Score -2510786 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -2510905.250000 Penalty: 3263.419678
	Iteration 12Q: 3 clusters Score -2510905 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -2511000.000000 Penalty: 3263.419678
	Iteration 13Q: 3 clusters Score -2511000 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -2511064.000000 Penalty: 3263.419678
	Iteration 14Q: 3 clusters Score -2511064 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -2511133.000000 Penalty: 3263.419678
	Iteration 15Q: 3 clusters Score -2511133 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -2511188.500000 Penalty: 3263.419678
	Iteration 16Q: 3 clusters Score -2511188 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -2511224.500000 Penalty: 3263.419678
	Iteration 17Q: 3 clusters Score -2511224 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -2511251.750000 Penalty: 3263.419678
	Iteration 18Q: 3 clusters Score -2511252 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -2511288.750000 Penalty: 3263.419678
	Iteration 19Q: 3 clusters Score -2511289 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -2511323.500000 Penalty: 3263.419678
	Iteration 20F: 3 clusters Score -2511324 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -2511356.750000 Penalty: 3263.419678
	Iteration 21Q: 3 clusters Score -2511357 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -2511373.750000 Penalty: 3263.419678
	Iteration 22Q: 3 clusters Score -2511374 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -2511399.750000 Penalty: 3263.419678
	Iteration 23Q: 3 clusters Score -2511400 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -2511419.750000 Penalty: 3263.419678
	Iteration 24Q: 3 clusters Score -2511420 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -2511419.750000 Penalty: 3263.419678
	Iteration 25Q: 3 clusters Score -2511420 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -2511433.750000 Penalty: 3263.419678
	Iteration 26Q: 3 clusters Score -2511434 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -2511438.500000 Penalty: 3263.419678
	Iteration 27Q: 3 clusters Score -2511438 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -2511448.500000 Penalty: 3263.419678
	Iteration 28Q: 3 clusters Score -2511448 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -2511448.000000 Penalty: 3263.419678
	Iteration 29Q: 3 clusters Score -2511448 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -2511454.500000 Penalty: 3263.419678
	Iteration 30Q: 3 clusters Score -2511454 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -2511455.000000 Penalty: 3263.419678
	Iteration 31Q: 3 clusters Score -2511455 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -2511455.500000 Penalty: 3263.419678
	Iteration 32Q: 3 clusters Score -2511456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -2511458.750000 Penalty: 3263.419678
	Iteration 33Q: 3 clusters Score -2511459 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -2511460.250000 Penalty: 3263.419678
	Iteration 34Q: 3 clusters Score -2511460 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -2511459.500000 Penalty: 3263.419678
	Iteration 35Q: 3 clusters Score -2511460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -2511456.500000 Penalty: 3263.419678
	Iteration 36Q: 3 clusters Score -2511456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -2511462.750000 Penalty: 3263.419678
	Iteration 37Q: 3 clusters Score -2511463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -2511461.250000 Penalty: 3263.419678
	Iteration 38Q: 3 clusters Score -2511461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -2511457.750000 Penalty: 3263.419678
	Iteration 39Q: 3 clusters Score -2511458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -2511461.500000 Penalty: 3263.419678
	Iteration 40F: 3 clusters Score -2511462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -2511459.750000 Penalty: 3263.419678
	Iteration 41Q: 3 clusters Score -2511460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -2511466.250000 Penalty: 3263.419678
	Iteration 42Q: 3 clusters Score -2511466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -2511473.250000 Penalty: 3263.419678
	Iteration 43Q: 3 clusters Score -2511473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -2511474.000000 Penalty: 3263.419678
	Iteration 44Q: 3 clusters Score -2511474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -2511466.750000 Penalty: 3263.419678
	Iteration 45Q: 3 clusters Score -2511467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -2511468.750000 Penalty: 3263.419678
	Iteration 46Q: 3 clusters Score -2511469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -2511472.000000 Penalty: 3263.419678
	Iteration 47Q: 3 clusters Score -2511472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -2511473.500000 Penalty: 3263.419678
	Iteration 48Q: 3 clusters Score -2511474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -2511473.750000 Penalty: 3263.419678
	Iteration 49Q: 3 clusters Score -2511474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -2511469.750000 Penalty: 3263.419678
	Iteration 50Q: 3 clusters Score -2511470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -2511470.000000 Penalty: 3263.419678
	Iteration 51Q: 3 clusters Score -2511470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -2511471.750000 Penalty: 3263.419678
	Iteration 52Q: 3 clusters Score -2511472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -2511471.500000 Penalty: 3263.419678
	Iteration 53Q: 3 clusters Score -2511472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -2511473.500000 Penalty: 3263.419678
	Iteration 54Q: 3 clusters Score -2511474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -2511475.250000 Penalty: 3263.419678
	Iteration 55Q: 3 clusters Score -2511475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -2511475.250000 Penalty: 3263.419678
	Iteration 56F: 3 clusters Score -2511475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Entering Unmasked Estep 
Score: -155663.203125 Penalty: 1184.228516
	Iteration 0F: 2 clusters Score -155663.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -153932.578125 Penalty: 2368.457031
	Iteration 0F: 3 clusters Score -153932.6 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -154404.265625 Penalty: 2368.457031
	Iteration 1F: 3 clusters Score -154404.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -154613.609375 Penalty: 2368.457031
	Iteration 2F: 3 clusters Score -154613.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -154731.218750 Penalty: 2368.457031
	Iteration 3F: 3 clusters Score -154731.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -154845.687500 Penalty: 2368.457031
	Iteration 4F: 3 clusters Score -154845.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -154930.656250 Penalty: 2368.457031
	Iteration 5Q: 3 clusters Score -154930.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -155001.703125 Penalty: 2368.457031
	Iteration 6Q: 3 clusters Score -155001.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -155062.484375 Penalty: 2368.457031
	Iteration 7Q: 3 clusters Score -155062.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -155116.156250 Penalty: 2368.457031
	Iteration 8Q: 3 clusters Score -155116.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -155156.390625 Penalty: 2368.457031
	Iteration 9Q: 3 clusters Score -155156.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -155186.421875 Penalty: 2368.457031
	Iteration 10Q: 3 clusters Score -155186.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -155202.234375 Penalty: 2368.457031
	Iteration 11Q: 3 clusters Score -155202.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -155223.687500 Penalty: 2368.457031
	Iteration 12Q: 3 clusters Score -155223.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -155233.734375 Penalty: 2368.457031
	Iteration 13Q: 3 clusters Score -155233.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -155240.984375 Penalty: 2368.457031
	Iteration 14Q: 3 clusters Score -155241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -155243.156250 Penalty: 2368.457031
	Iteration 15Q: 3 clusters Score -155243.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -155243.265625 Penalty: 2368.457031
	Iteration 16Q: 3 clusters Score -155243.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -155243.984375 Penalty: 2368.457031
	Iteration 17Q: 3 clusters Score -155244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -155246.656250 Penalty: 2368.457031
	Iteration 18Q: 3 clusters Score -155246.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -155248.078125 Penalty: 2368.457031
	Iteration 19Q: 3 clusters Score -155248.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -155248.328125 Penalty: 2368.457031
	Iteration 20F: 3 clusters Score -155248.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (31628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31628 members 
Entering Unmasked Estep 
Score: -3788783.000000 Penalty: 1683.792236
	Iteration 0F: 2 clusters Score -3788783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -3767545.250000 Penalty: 3367.584473
	Iteration 0F: 3 clusters Score -3767545 nChanged 14594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -3775479.000000 Penalty: 3367.584473
	Iteration 1F: 3 clusters Score -3775479 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -3775808.500000 Penalty: 3367.584473
	Iteration 2Q: 3 clusters Score -3775808 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -3776125.750000 Penalty: 3367.584473
	Iteration 3Q: 3 clusters Score -3776126 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -3776474.750000 Penalty: 3367.584473
	Iteration 4Q: 3 clusters Score -3776475 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -3776854.500000 Penalty: 3367.584473
	Iteration 5Q: 3 clusters Score -3776854 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -3777329.500000 Penalty: 3367.584473
	Iteration 6Q: 3 clusters Score -3777330 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -3778053.500000 Penalty: 3367.584473
	Iteration 7Q: 3 clusters Score -3778054 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -3779087.500000 Penalty: 3367.584473
	Iteration 8F: 3 clusters Score -3779088 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -3780580.500000 Penalty: 3367.584473
	Iteration 9F: 3 clusters Score -3780580 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -3782200.000000 Penalty: 3367.584473
	Iteration 10F: 3 clusters Score -3782200 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -3783466.250000 Penalty: 3367.584473
	Iteration 11F: 3 clusters Score -3783466 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -3784112.000000 Penalty: 3367.584473
	Iteration 12Q: 3 clusters Score -3784112 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -3784526.750000 Penalty: 3367.584473
	Iteration 13Q: 3 clusters Score -3784527 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -3784845.250000 Penalty: 3367.584473
	Iteration 14Q: 3 clusters Score -3784845 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -3785097.500000 Penalty: 3367.584473
	Iteration 15Q: 3 clusters Score -3785098 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -3785305.500000 Penalty: 3367.584473
	Iteration 16Q: 3 clusters Score -3785306 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -3785461.250000 Penalty: 3367.584473
	Iteration 17Q: 3 clusters Score -3785461 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -3785581.500000 Penalty: 3367.584473
	Iteration 18Q: 3 clusters Score -3785582 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -3785700.750000 Penalty: 3367.584473
	Iteration 19Q: 3 clusters Score -3785701 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -3785817.500000 Penalty: 3367.584473
	Iteration 20F: 3 clusters Score -3785818 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -3785887.750000 Penalty: 3367.584473
	Iteration 21Q: 3 clusters Score -3785888 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -3785944.500000 Penalty: 3367.584473
	Iteration 22Q: 3 clusters Score -3785944 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -3785996.750000 Penalty: 3367.584473
	Iteration 23Q: 3 clusters Score -3785997 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -3786033.500000 Penalty: 3367.584473
	Iteration 24Q: 3 clusters Score -3786034 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -3786084.250000 Penalty: 3367.584473
	Iteration 25Q: 3 clusters Score -3786084 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -3786125.250000 Penalty: 3367.584473
	Iteration 26Q: 3 clusters Score -3786125 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -3786156.250000 Penalty: 3367.584473
	Iteration 27Q: 3 clusters Score -3786156 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -3786180.250000 Penalty: 3367.584473
	Iteration 28Q: 3 clusters Score -3786180 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -3786202.750000 Penalty: 3367.584473
	Iteration 29Q: 3 clusters Score -3786203 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -3786222.250000 Penalty: 3367.584473
	Iteration 30Q: 3 clusters Score -3786222 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -3786240.500000 Penalty: 3367.584473
	Iteration 31Q: 3 clusters Score -3786240 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -3786249.250000 Penalty: 3367.584473
	Iteration 32Q: 3 clusters Score -3786249 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -3786252.500000 Penalty: 3367.584473
	Iteration 33Q: 3 clusters Score -3786252 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -3786270.500000 Penalty: 3367.584473
	Iteration 34Q: 3 clusters Score -3786270 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -3786284.250000 Penalty: 3367.584473
	Iteration 35Q: 3 clusters Score -3786284 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -3786301.250000 Penalty: 3367.584473
	Iteration 36Q: 3 clusters Score -3786301 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 25022 members 
Entering Unmasked Estep 
Score: -3786309.500000 Penalty: 3367.584473
	Iteration 37Q: 3 clusters Score -3786310 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -3786319.000000 Penalty: 3367.584473
	Iteration 38Q: 3 clusters Score -3786319 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -3786321.000000 Penalty: 3367.584473
	Iteration 39Q: 3 clusters Score -3786321 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -3786318.750000 Penalty: 3367.584473
	Iteration 40F: 3 clusters Score -3786319 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -3786325.250000 Penalty: 3367.584473
	Iteration 41Q: 3 clusters Score -3786325 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -3786338.750000 Penalty: 3367.584473
	Iteration 42Q: 3 clusters Score -3786339 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -3786345.000000 Penalty: 3367.584473
	Iteration 43Q: 3 clusters Score -3786345 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -3786353.000000 Penalty: 3367.584473
	Iteration 44Q: 3 clusters Score -3786353 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -3786347.750000 Penalty: 3367.584473
	Iteration 45Q: 3 clusters Score -3786348 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -3786363.250000 Penalty: 3367.584473
	Iteration 46Q: 3 clusters Score -3786363 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 25646 members 
Entering Unmasked Estep 
Score: -3786365.750000 Penalty: 3367.584473
	Iteration 47Q: 3 clusters Score -3786366 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -3786381.750000 Penalty: 3367.584473
	Iteration 48Q: 3 clusters Score -3786382 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -3786398.000000 Penalty: 3367.584473
	Iteration 49Q: 3 clusters Score -3786398 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -3786414.250000 Penalty: 3367.584473
	Iteration 50Q: 3 clusters Score -3786414 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 25970 members 
Entering Unmasked Estep 
Score: -3786422.750000 Penalty: 3367.584473
	Iteration 51Q: 3 clusters Score -3786423 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -3786434.000000 Penalty: 3367.584473
	Iteration 52Q: 3 clusters Score -3786434 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -3786429.250000 Penalty: 3367.584473
	Iteration 53Q: 3 clusters Score -3786429 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 26203 members 
Entering Unmasked Estep 
Score: -3786453.250000 Penalty: 3367.584473
	Iteration 54Q: 3 clusters Score -3786453 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -3786459.000000 Penalty: 3367.584473
	Iteration 55Q: 3 clusters Score -3786459 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -3786470.250000 Penalty: 3367.584473
	Iteration 56Q: 3 clusters Score -3786470 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -3786473.500000 Penalty: 3367.584473
	Iteration 57Q: 3 clusters Score -3786474 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 26439 members 
Entering Unmasked Estep 
Score: -3786468.000000 Penalty: 3367.584473
	Iteration 58Q: 3 clusters Score -3786468 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -3786482.000000 Penalty: 3367.584473
	Iteration 59Q: 3 clusters Score -3786482 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -3786491.250000 Penalty: 3367.584473
	Iteration 60F: 3 clusters Score -3786491 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 26589 members 
Entering Unmasked Estep 
Score: -3786494.250000 Penalty: 3367.584473
	Iteration 61Q: 3 clusters Score -3786494 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -3786499.500000 Penalty: 3367.584473
	Iteration 62Q: 3 clusters Score -3786500 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 26664 members 
Entering Unmasked Estep 
Score: -3786505.750000 Penalty: 3367.584473
	Iteration 63Q: 3 clusters Score -3786506 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -3786513.000000 Penalty: 3367.584473
	Iteration 64Q: 3 clusters Score -3786513 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -3786520.250000 Penalty: 3367.584473
	Iteration 65Q: 3 clusters Score -3786520 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 26777 members 
Entering Unmasked Estep 
Score: -3786518.000000 Penalty: 3367.584473
	Iteration 66Q: 3 clusters Score -3786518 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -3786522.500000 Penalty: 3367.584473
	Iteration 67Q: 3 clusters Score -3786522 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
Score: -3786523.000000 Penalty: 3367.584473
	Iteration 68Q: 3 clusters Score -3786523 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -3786527.000000 Penalty: 3367.584473
	Iteration 69Q: 3 clusters Score -3786527 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -3786533.250000 Penalty: 3367.584473
	Iteration 70Q: 3 clusters Score -3786533 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
Score: -3786530.000000 Penalty: 3367.584473
	Iteration 71Q: 3 clusters Score -3786530 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -3786545.750000 Penalty: 3367.584473
	Iteration 72Q: 3 clusters Score -3786546 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -3786557.500000 Penalty: 3367.584473
	Iteration 73Q: 3 clusters Score -3786558 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -3786566.500000 Penalty: 3367.584473
	Iteration 74Q: 3 clusters Score -3786566 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -3786558.000000 Penalty: 3367.584473
	Iteration 75Q: 3 clusters Score -3786558 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -3786558.500000 Penalty: 3367.584473
	Iteration 76Q: 3 clusters Score -3786558 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -3786572.250000 Penalty: 3367.584473
	Iteration 77Q: 3 clusters Score -3786572 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 27236 members 
Entering Unmasked Estep 
Score: -3786580.250000 Penalty: 3367.584473
	Iteration 78Q: 3 clusters Score -3786580 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
Score: -3786586.500000 Penalty: 3367.584473
	Iteration 79Q: 3 clusters Score -3786586 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -3786596.250000 Penalty: 3367.584473
	Iteration 80F: 3 clusters Score -3786596 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -3786598.000000 Penalty: 3367.584473
	Iteration 81Q: 3 clusters Score -3786598 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -3786595.500000 Penalty: 3367.584473
	Iteration 82Q: 3 clusters Score -3786596 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -3786610.000000 Penalty: 3367.584473
	Iteration 83Q: 3 clusters Score -3786610 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -3786607.000000 Penalty: 3367.584473
	Iteration 84Q: 3 clusters Score -3786607 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -3786613.500000 Penalty: 3367.584473
	Iteration 85Q: 3 clusters Score -3786614 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -3786607.500000 Penalty: 3367.584473
	Iteration 86Q: 3 clusters Score -3786608 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -3786610.500000 Penalty: 3367.584473
	Iteration 87Q: 3 clusters Score -3786610 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -3786621.000000 Penalty: 3367.584473
	Iteration 88Q: 3 clusters Score -3786621 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -3786617.000000 Penalty: 3367.584473
	Iteration 89Q: 3 clusters Score -3786617 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 27715 members 
Entering Unmasked Estep 
Score: -3786629.750000 Penalty: 3367.584473
	Iteration 90Q: 3 clusters Score -3786630 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 27768 members 
Entering Unmasked Estep 
Score: -3786643.500000 Penalty: 3367.584473
	Iteration 91Q: 3 clusters Score -3786644 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -3786644.500000 Penalty: 3367.584473
	Iteration 92Q: 3 clusters Score -3786644 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 27854 members 
Entering Unmasked Estep 
Score: -3786650.500000 Penalty: 3367.584473
	Iteration 93Q: 3 clusters Score -3786650 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 27902 members 
Entering Unmasked Estep 
Score: -3786653.750000 Penalty: 3367.584473
	Iteration 94Q: 3 clusters Score -3786654 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 27948 members 
Entering Unmasked Estep 
Score: -3786659.250000 Penalty: 3367.584473
	Iteration 95Q: 3 clusters Score -3786659 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
Score: -3786653.250000 Penalty: 3367.584473
	Iteration 96Q: 3 clusters Score -3786653 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -3786658.000000 Penalty: 3367.584473
	Iteration 97Q: 3 clusters Score -3786658 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -3786666.500000 Penalty: 3367.584473
	Iteration 98Q: 3 clusters Score -3786666 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -3786661.250000 Penalty: 3367.584473
	Iteration 99Q: 3 clusters Score -3786661 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 28134 members 
Entering Unmasked Estep 
Score: -3786675.500000 Penalty: 3367.584473
	Iteration 100F: 3 clusters Score -3786676 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -3786684.250000 Penalty: 3367.584473
	Iteration 101Q: 3 clusters Score -3786684 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 28197 members 
Entering Unmasked Estep 
Score: -3786684.750000 Penalty: 3367.584473
	Iteration 102Q: 3 clusters Score -3786685 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -3786690.250000 Penalty: 3367.584473
	Iteration 103Q: 3 clusters Score -3786690 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 28262 members 
Entering Unmasked Estep 
Score: -3786683.250000 Penalty: 3367.584473
	Iteration 104Q: 3 clusters Score -3786683 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 28294 members 
Entering Unmasked Estep 
Score: -3786690.000000 Penalty: 3367.584473
	Iteration 105Q: 3 clusters Score -3786690 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
Score: -3786691.500000 Penalty: 3367.584473
	Iteration 106Q: 3 clusters Score -3786692 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 28354 members 
Entering Unmasked Estep 
Score: -3786690.750000 Penalty: 3367.584473
	Iteration 107Q: 3 clusters Score -3786691 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -3786693.000000 Penalty: 3367.584473
	Iteration 108Q: 3 clusters Score -3786693 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -3786698.000000 Penalty: 3367.584473
	Iteration 109Q: 3 clusters Score -3786698 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 28451 members 
Entering Unmasked Estep 
Score: -3786720.500000 Penalty: 3367.584473
	Iteration 110Q: 3 clusters Score -3786720 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -3786737.500000 Penalty: 3367.584473
	Iteration 111Q: 3 clusters Score -3786738 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -3786751.000000 Penalty: 3367.584473
	Iteration 112Q: 3 clusters Score -3786751 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 28576 members 
Entering Unmasked Estep 
Score: -3786744.750000 Penalty: 3367.584473
	Iteration 113Q: 3 clusters Score -3786745 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 28617 members 
Entering Unmasked Estep 
Score: -3786754.250000 Penalty: 3367.584473
	Iteration 114Q: 3 clusters Score -3786754 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 28653 members 
Entering Unmasked Estep 
Score: -3786761.250000 Penalty: 3367.584473
	Iteration 115Q: 3 clusters Score -3786761 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
Score: -3786767.250000 Penalty: 3367.584473
	Iteration 116Q: 3 clusters Score -3786767 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -3786768.750000 Penalty: 3367.584473
	Iteration 117Q: 3 clusters Score -3786769 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -3786775.250000 Penalty: 3367.584473
	Iteration 118Q: 3 clusters Score -3786775 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 28738 members 
Entering Unmasked Estep 
Score: -3786774.000000 Penalty: 3367.584473
	Iteration 119Q: 3 clusters Score -3786774 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -3786773.250000 Penalty: 3367.584473
	Iteration 120F: 3 clusters Score -3786773 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -3786772.000000 Penalty: 3367.584473
	Iteration 121Q: 3 clusters Score -3786772 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 28809 members 
Entering Unmasked Estep 
Score: -3786780.500000 Penalty: 3367.584473
	Iteration 122Q: 3 clusters Score -3786780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -3786791.500000 Penalty: 3367.584473
	Iteration 123Q: 3 clusters Score -3786792 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -3786793.250000 Penalty: 3367.584473
	Iteration 124Q: 3 clusters Score -3786793 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -3786790.750000 Penalty: 3367.584473
	Iteration 125Q: 3 clusters Score -3786791 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -3786801.750000 Penalty: 3367.584473
	Iteration 126Q: 3 clusters Score -3786802 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -3786806.250000 Penalty: 3367.584473
	Iteration 127Q: 3 clusters Score -3786806 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 28948 members 
Entering Unmasked Estep 
Score: -3786805.250000 Penalty: 3367.584473
	Iteration 128Q: 3 clusters Score -3786805 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 28974 members 
Entering Unmasked Estep 
Score: -3786810.750000 Penalty: 3367.584473
	Iteration 129Q: 3 clusters Score -3786811 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -3786816.750000 Penalty: 3367.584473
	Iteration 130Q: 3 clusters Score -3786817 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -3786818.750000 Penalty: 3367.584473
	Iteration 131Q: 3 clusters Score -3786819 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 29043 members 
Entering Unmasked Estep 
Score: -3786828.750000 Penalty: 3367.584473
	Iteration 132Q: 3 clusters Score -3786829 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -3786831.500000 Penalty: 3367.584473
	Iteration 133Q: 3 clusters Score -3786832 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -3786825.750000 Penalty: 3367.584473
	Iteration 134Q: 3 clusters Score -3786826 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 29112 members 
Entering Unmasked Estep 
Score: -3786829.000000 Penalty: 3367.584473
	Iteration 135Q: 3 clusters Score -3786829 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 29132 members 
Entering Unmasked Estep 
Score: -3786824.500000 Penalty: 3367.584473
	Iteration 136Q: 3 clusters Score -3786824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 29147 members 
Entering Unmasked Estep 
Score: -3786825.750000 Penalty: 3367.584473
	Iteration 137Q: 3 clusters Score -3786826 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 29165 members 
Entering Unmasked Estep 
Score: -3786826.750000 Penalty: 3367.584473
	Iteration 138Q: 3 clusters Score -3786827 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 29180 members 
Entering Unmasked Estep 
Score: -3786840.750000 Penalty: 3367.584473
	Iteration 139Q: 3 clusters Score -3786841 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 29200 members 
Entering Unmasked Estep 
Score: -3786841.750000 Penalty: 3367.584473
	Iteration 140F: 3 clusters Score -3786842 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -3786839.750000 Penalty: 3367.584473
	Iteration 141Q: 3 clusters Score -3786840 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 29245 members 
Entering Unmasked Estep 
Score: -3786840.750000 Penalty: 3367.584473
	Iteration 142Q: 3 clusters Score -3786841 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
Score: -3786846.000000 Penalty: 3367.584473
	Iteration 143Q: 3 clusters Score -3786846 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -3786852.000000 Penalty: 3367.584473
	Iteration 144Q: 3 clusters Score -3786852 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 29321 members 
Entering Unmasked Estep 
Score: -3786851.750000 Penalty: 3367.584473
	Iteration 145Q: 3 clusters Score -3786852 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -3786856.750000 Penalty: 3367.584473
	Iteration 146Q: 3 clusters Score -3786857 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 29363 members 
Entering Unmasked Estep 
Score: -3786856.500000 Penalty: 3367.584473
	Iteration 147Q: 3 clusters Score -3786856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 29380 members 
Entering Unmasked Estep 
Score: -3786854.000000 Penalty: 3367.584473
	Iteration 148Q: 3 clusters Score -3786854 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -3786863.250000 Penalty: 3367.584473
	Iteration 149Q: 3 clusters Score -3786863 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
Score: -3786875.750000 Penalty: 3367.584473
	Iteration 150Q: 3 clusters Score -3786876 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 29458 members 
Entering Unmasked Estep 
Score: -3786876.500000 Penalty: 3367.584473
	Iteration 151Q: 3 clusters Score -3786876 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 29492 members 
Entering Unmasked Estep 
Score: -3786883.000000 Penalty: 3367.584473
	Iteration 152Q: 3 clusters Score -3786883 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 29533 members 
Entering Unmasked Estep 
Score: -3786897.250000 Penalty: 3367.584473
	Iteration 153Q: 3 clusters Score -3786897 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -3786907.000000 Penalty: 3367.584473
	Iteration 154Q: 3 clusters Score -3786907 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -3786921.500000 Penalty: 3367.584473
	Iteration 155Q: 3 clusters Score -3786922 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 29645 members 
Entering Unmasked Estep 
Score: -3786933.750000 Penalty: 3367.584473
	Iteration 156Q: 3 clusters Score -3786934 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 29673 members 
Entering Unmasked Estep 
Score: -3786943.000000 Penalty: 3367.584473
	Iteration 157Q: 3 clusters Score -3786943 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -3786943.250000 Penalty: 3367.584473
	Iteration 158Q: 3 clusters Score -3786943 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -3786956.500000 Penalty: 3367.584473
	Iteration 159Q: 3 clusters Score -3786956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 29744 members 
Entering Unmasked Estep 
Score: -3786965.250000 Penalty: 3367.584473
	Iteration 160F: 3 clusters Score -3786965 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 29764 members 
Entering Unmasked Estep 
Score: -3786970.750000 Penalty: 3367.584473
	Iteration 161Q: 3 clusters Score -3786971 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -3786968.000000 Penalty: 3367.584473
	Iteration 162Q: 3 clusters Score -3786968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -3786973.000000 Penalty: 3367.584473
	Iteration 163Q: 3 clusters Score -3786973 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 29822 members 
Entering Unmasked Estep 
Score: -3786979.000000 Penalty: 3367.584473
	Iteration 164Q: 3 clusters Score -3786979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -3786979.250000 Penalty: 3367.584473
	Iteration 165Q: 3 clusters Score -3786979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -3786979.500000 Penalty: 3367.584473
	Iteration 166Q: 3 clusters Score -3786980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -3786979.750000 Penalty: 3367.584473
	Iteration 167Q: 3 clusters Score -3786980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 29875 members 
Entering Unmasked Estep 
Score: -3786980.500000 Penalty: 3367.584473
	Iteration 168Q: 3 clusters Score -3786980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 29886 members 
Entering Unmasked Estep 
Score: -3786979.000000 Penalty: 3367.584473
	Iteration 169Q: 3 clusters Score -3786979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 29899 members 
Entering Unmasked Estep 
Score: -3786976.750000 Penalty: 3367.584473
	Iteration 170Q: 3 clusters Score -3786977 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 29915 members 
Entering Unmasked Estep 
Score: -3786972.750000 Penalty: 3367.584473
	Iteration 171Q: 3 clusters Score -3786973 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 29933 members 
Entering Unmasked Estep 
Score: -3786979.250000 Penalty: 3367.584473
	Iteration 172Q: 3 clusters Score -3786979 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 29951 members 
Entering Unmasked Estep 
Score: -3786984.500000 Penalty: 3367.584473
	Iteration 173Q: 3 clusters Score -3786984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
Score: -3786992.500000 Penalty: 3367.584473
	Iteration 174Q: 3 clusters Score -3786992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 29986 members 
Entering Unmasked Estep 
Score: -3786987.500000 Penalty: 3367.584473
	Iteration 175Q: 3 clusters Score -3786988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -3786995.000000 Penalty: 3367.584473
	Iteration 176Q: 3 clusters Score -3786995 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -3787007.000000 Penalty: 3367.584473
	Iteration 177Q: 3 clusters Score -3787007 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -3787006.500000 Penalty: 3367.584473
	Iteration 178Q: 3 clusters Score -3787006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 30058 members 
Entering Unmasked Estep 
Score: -3787014.000000 Penalty: 3367.584473
	Iteration 179Q: 3 clusters Score -3787014 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 30079 members 
Entering Unmasked Estep 
Score: -3787010.750000 Penalty: 3367.584473
	Iteration 180F: 3 clusters Score -3787011 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 30108 members 
Entering Unmasked Estep 
Score: -3787019.000000 Penalty: 3367.584473
	Iteration 181Q: 3 clusters Score -3787019 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -3787022.000000 Penalty: 3367.584473
	Iteration 182Q: 3 clusters Score -3787022 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 30165 members 
Entering Unmasked Estep 
Score: -3787031.750000 Penalty: 3367.584473
	Iteration 183Q: 3 clusters Score -3787032 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 30194 members 
Entering Unmasked Estep 
Score: -3787039.000000 Penalty: 3367.584473
	Iteration 184Q: 3 clusters Score -3787039 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 30227 members 
Entering Unmasked Estep 
Score: -3787046.750000 Penalty: 3367.584473
	Iteration 185Q: 3 clusters Score -3787047 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -3787062.000000 Penalty: 3367.584473
	Iteration 186Q: 3 clusters Score -3787062 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 30301 members 
Entering Unmasked Estep 
Score: -3787074.000000 Penalty: 3367.584473
	Iteration 187Q: 3 clusters Score -3787074 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 30335 members 
Entering Unmasked Estep 
Score: -3787081.250000 Penalty: 3367.584473
	Iteration 188Q: 3 clusters Score -3787081 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 30367 members 
Entering Unmasked Estep 
Score: -3787084.000000 Penalty: 3367.584473
	Iteration 189Q: 3 clusters Score -3787084 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 30393 members 
Entering Unmasked Estep 
Score: -3787092.750000 Penalty: 3367.584473
	Iteration 190Q: 3 clusters Score -3787093 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 30417 members 
Entering Unmasked Estep 
Score: -3787102.750000 Penalty: 3367.584473
	Iteration 191Q: 3 clusters Score -3787103 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -3787106.500000 Penalty: 3367.584473
	Iteration 192Q: 3 clusters Score -3787106 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -3787110.500000 Penalty: 3367.584473
	Iteration 193Q: 3 clusters Score -3787110 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 30484 members 
Entering Unmasked Estep 
Score: -3787124.500000 Penalty: 3367.584473
	Iteration 194Q: 3 clusters Score -3787124 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 30508 members 
Entering Unmasked Estep 
Score: -3787122.500000 Penalty: 3367.584473
	Iteration 195Q: 3 clusters Score -3787122 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 30528 members 
Entering Unmasked Estep 
Score: -3787128.500000 Penalty: 3367.584473
	Iteration 196Q: 3 clusters Score -3787128 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 30548 members 
Entering Unmasked Estep 
Score: -3787135.000000 Penalty: 3367.584473
	Iteration 197Q: 3 clusters Score -3787135 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 30566 members 
Entering Unmasked Estep 
Score: -3787139.500000 Penalty: 3367.584473
	Iteration 198Q: 3 clusters Score -3787140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 30580 members 
Entering Unmasked Estep 
Score: -3787146.000000 Penalty: 3367.584473
	Iteration 199Q: 3 clusters Score -3787146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
Score: -3787151.750000 Penalty: 3367.584473
	Iteration 200F: 3 clusters Score -3787152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 30596 members 
Entering Unmasked Estep 
Score: -3787153.000000 Penalty: 3367.584473
	Iteration 201Q: 3 clusters Score -3787153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -3787158.500000 Penalty: 3367.584473
	Iteration 202Q: 3 clusters Score -3787158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 30611 members 
Entering Unmasked Estep 
Score: -3787163.000000 Penalty: 3367.584473
	Iteration 203Q: 3 clusters Score -3787163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 30620 members 
Entering Unmasked Estep 
Score: -3787161.750000 Penalty: 3367.584473
	Iteration 204Q: 3 clusters Score -3787162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 30625 members 
Entering Unmasked Estep 
Score: -3787162.500000 Penalty: 3367.584473
	Iteration 205Q: 3 clusters Score -3787162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
Score: -3787170.500000 Penalty: 3367.584473
	Iteration 206Q: 3 clusters Score -3787170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 30642 members 
Entering Unmasked Estep 
Score: -3787168.500000 Penalty: 3367.584473
	Iteration 207Q: 3 clusters Score -3787168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 30657 members 
Entering Unmasked Estep 
Score: -3787175.000000 Penalty: 3367.584473
	Iteration 208Q: 3 clusters Score -3787175 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 30671 members 
Entering Unmasked Estep 
Score: -3787180.000000 Penalty: 3367.584473
	Iteration 209Q: 3 clusters Score -3787180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 30685 members 
Entering Unmasked Estep 
Score: -3787177.250000 Penalty: 3367.584473
	Iteration 210Q: 3 clusters Score -3787177 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -3787176.000000 Penalty: 3367.584473
	Iteration 211Q: 3 clusters Score -3787176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 30714 members 
Entering Unmasked Estep 
Score: -3787187.000000 Penalty: 3367.584473
	Iteration 212Q: 3 clusters Score -3787187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 30729 members 
Entering Unmasked Estep 
Score: -3787191.250000 Penalty: 3367.584473
	Iteration 213Q: 3 clusters Score -3787191 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 30739 members 
Entering Unmasked Estep 
Score: -3787190.500000 Penalty: 3367.584473
	Iteration 214Q: 3 clusters Score -3787190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 30749 members 
Entering Unmasked Estep 
Score: -3787196.000000 Penalty: 3367.584473
	Iteration 215Q: 3 clusters Score -3787196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -3787192.500000 Penalty: 3367.584473
	Iteration 216Q: 3 clusters Score -3787192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
Score: -3787198.000000 Penalty: 3367.584473
	Iteration 217Q: 3 clusters Score -3787198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 30780 members 
Entering Unmasked Estep 
Score: -3787202.250000 Penalty: 3367.584473
	Iteration 218Q: 3 clusters Score -3787202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 30792 members 
Entering Unmasked Estep 
Score: -3787204.250000 Penalty: 3367.584473
	Iteration 219Q: 3 clusters Score -3787204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 30799 members 
Entering Unmasked Estep 
Score: -3787207.750000 Penalty: 3367.584473
	Iteration 220F: 3 clusters Score -3787208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 30811 members 
Entering Unmasked Estep 
Score: -3787208.250000 Penalty: 3367.584473
	Iteration 221Q: 3 clusters Score -3787208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 30826 members 
Entering Unmasked Estep 
Score: -3787216.000000 Penalty: 3367.584473
	Iteration 222Q: 3 clusters Score -3787216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -3787216.500000 Penalty: 3367.584473
	Iteration 223Q: 3 clusters Score -3787216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 30855 members 
Entering Unmasked Estep 
Score: -3787221.000000 Penalty: 3367.584473
	Iteration 224Q: 3 clusters Score -3787221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 30867 members 
Entering Unmasked Estep 
Score: -3787224.500000 Penalty: 3367.584473
	Iteration 225Q: 3 clusters Score -3787224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -3787232.750000 Penalty: 3367.584473
	Iteration 226Q: 3 clusters Score -3787233 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 30891 members 
Entering Unmasked Estep 
Score: -3787243.500000 Penalty: 3367.584473
	Iteration 227Q: 3 clusters Score -3787244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 30903 members 
Entering Unmasked Estep 
Score: -3787247.750000 Penalty: 3367.584473
	Iteration 228Q: 3 clusters Score -3787248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -3787251.750000 Penalty: 3367.584473
	Iteration 229Q: 3 clusters Score -3787252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 30926 members 
Entering Unmasked Estep 
Score: -3787261.750000 Penalty: 3367.584473
	Iteration 230Q: 3 clusters Score -3787262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 30935 members 
Entering Unmasked Estep 
Score: -3787263.000000 Penalty: 3367.584473
	Iteration 231Q: 3 clusters Score -3787263 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 30947 members 
Entering Unmasked Estep 
Score: -3787273.250000 Penalty: 3367.584473
	Iteration 232Q: 3 clusters Score -3787273 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -3787274.000000 Penalty: 3367.584473
	Iteration 233Q: 3 clusters Score -3787274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 30970 members 
Entering Unmasked Estep 
Score: -3787283.250000 Penalty: 3367.584473
	Iteration 234Q: 3 clusters Score -3787283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 30977 members 
Entering Unmasked Estep 
Score: -3787286.750000 Penalty: 3367.584473
	Iteration 235Q: 3 clusters Score -3787287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 30982 members 
Entering Unmasked Estep 
Score: -3787284.000000 Penalty: 3367.584473
	Iteration 236Q: 3 clusters Score -3787284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 30984 members 
Entering Unmasked Estep 
Score: -3787285.250000 Penalty: 3367.584473
	Iteration 237Q: 3 clusters Score -3787285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 30985 members 
Entering Unmasked Estep 
Score: -3787288.000000 Penalty: 3367.584473
	Iteration 238Q: 3 clusters Score -3787288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 30987 members 
Entering Unmasked Estep 
Score: -3787288.250000 Penalty: 3367.584473
	Iteration 239Q: 3 clusters Score -3787288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 30990 members 
Entering Unmasked Estep 
Score: -3787290.000000 Penalty: 3367.584473
	Iteration 240F: 3 clusters Score -3787290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 30995 members 
Entering Unmasked Estep 
Score: -3787294.750000 Penalty: 3367.584473
	Iteration 241Q: 3 clusters Score -3787295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 30999 members 
Entering Unmasked Estep 
Score: -3787294.500000 Penalty: 3367.584473
	Iteration 242Q: 3 clusters Score -3787294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 31002 members 
Entering Unmasked Estep 
Score: -3787297.250000 Penalty: 3367.584473
	Iteration 243Q: 3 clusters Score -3787297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 31004 members 
Entering Unmasked Estep 
Score: -3787298.250000 Penalty: 3367.584473
	Iteration 244Q: 3 clusters Score -3787298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -3787303.500000 Penalty: 3367.584473
	Iteration 245Q: 3 clusters Score -3787304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 31013 members 
Entering Unmasked Estep 
Score: -3787307.000000 Penalty: 3367.584473
	Iteration 246Q: 3 clusters Score -3787307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 31018 members 
Entering Unmasked Estep 
Score: -3787308.000000 Penalty: 3367.584473
	Iteration 247Q: 3 clusters Score -3787308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 31023 members 
Entering Unmasked Estep 
Score: -3787306.750000 Penalty: 3367.584473
	Iteration 248Q: 3 clusters Score -3787307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 31026 members 
Entering Unmasked Estep 
Score: -3787310.500000 Penalty: 3367.584473
	Iteration 249Q: 3 clusters Score -3787310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 31028 members 
Entering Unmasked Estep 
Score: -3787308.500000 Penalty: 3367.584473
	Iteration 250Q: 3 clusters Score -3787308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 31028 members 
Entering Unmasked Estep 
Score: -3787308.500000 Penalty: 3367.584473
	Iteration 251F: 3 clusters Score -3787308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (20780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Entering Unmasked Estep 
Score: -2436515.750000 Penalty: 1615.533813
	Iteration 0F: 2 clusters Score -2436516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -2422313.250000 Penalty: 3231.067627
	Iteration 0F: 3 clusters Score -2422313 nChanged 9354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -2427364.500000 Penalty: 3231.067627
	Iteration 1F: 3 clusters Score -2427364 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -2427718.750000 Penalty: 3231.067627
	Iteration 2Q: 3 clusters Score -2427719 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -2428118.500000 Penalty: 3231.067627
	Iteration 3Q: 3 clusters Score -2428118 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -2428605.000000 Penalty: 3231.067627
	Iteration 4Q: 3 clusters Score -2428605 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -2429227.500000 Penalty: 3231.067627
	Iteration 5F: 3 clusters Score -2429228 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -2430086.250000 Penalty: 3231.067627
	Iteration 6F: 3 clusters Score -2430086 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -2431219.250000 Penalty: 3231.067627
	Iteration 7F: 3 clusters Score -2431219 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -2432516.750000 Penalty: 3231.067627
	Iteration 8F: 3 clusters Score -2432517 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2433614.000000 Penalty: 3231.067627
	Iteration 9F: 3 clusters Score -2433614 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2434349.000000 Penalty: 3231.067627
	Iteration 10Q: 3 clusters Score -2434349 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2434749.500000 Penalty: 3231.067627
	Iteration 11Q: 3 clusters Score -2434750 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2434926.500000 Penalty: 3231.067627
	Iteration 12Q: 3 clusters Score -2434926 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2435002.500000 Penalty: 3231.067627
	Iteration 13Q: 3 clusters Score -2435002 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2435052.750000 Penalty: 3231.067627
	Iteration 14Q: 3 clusters Score -2435053 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2435076.500000 Penalty: 3231.067627
	Iteration 15Q: 3 clusters Score -2435076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2435092.250000 Penalty: 3231.067627
	Iteration 16Q: 3 clusters Score -2435092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2435107.250000 Penalty: 3231.067627
	Iteration 17Q: 3 clusters Score -2435107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2435120.250000 Penalty: 3231.067627
	Iteration 18Q: 3 clusters Score -2435120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2435132.000000 Penalty: 3231.067627
	Iteration 19Q: 3 clusters Score -2435132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2435147.000000 Penalty: 3231.067627
	Iteration 20F: 3 clusters Score -2435147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2435158.500000 Penalty: 3231.067627
	Iteration 21Q: 3 clusters Score -2435158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2435159.250000 Penalty: 3231.067627
	Iteration 22Q: 3 clusters Score -2435159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2435163.000000 Penalty: 3231.067627
	Iteration 23Q: 3 clusters Score -2435163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2435161.750000 Penalty: 3231.067627
	Iteration 24Q: 3 clusters Score -2435162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2435168.250000 Penalty: 3231.067627
	Iteration 25Q: 3 clusters Score -2435168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2435170.250000 Penalty: 3231.067627
	Iteration 26Q: 3 clusters Score -2435170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2435170.500000 Penalty: 3231.067627
	Iteration 27Q: 3 clusters Score -2435170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2435169.750000 Penalty: 3231.067627
	Iteration 28Q: 3 clusters Score -2435170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2435174.250000 Penalty: 3231.067627
	Iteration 29Q: 3 clusters Score -2435174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2435174.250000 Penalty: 3231.067627
	Iteration 30F: 3 clusters Score -2435174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (77759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77759 members 
Entering Unmasked Estep 
Score: -9192602.000000 Penalty: 1829.972534
	Iteration 0F: 2 clusters Score -9192602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
Score: -9140976.000000 Penalty: 3659.945068
	Iteration 0F: 3 clusters Score -9140976 nChanged 36828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39315 members 
Mstep: Class 2 contains 38444 members 
Entering Unmasked Estep 
Score: -9161811.000000 Penalty: 3659.945068
	Iteration 1F: 3 clusters Score -9161811 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39590 members 
Mstep: Class 2 contains 38169 members 
Entering Unmasked Estep 
Score: -9162270.000000 Penalty: 3659.945068
	Iteration 2Q: 3 clusters Score -9162270 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40054 members 
Mstep: Class 2 contains 37705 members 
Entering Unmasked Estep 
Score: -9162636.000000 Penalty: 3659.945068
	Iteration 3Q: 3 clusters Score -9162636 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40773 members 
Mstep: Class 2 contains 36986 members 
Entering Unmasked Estep 
Score: -9163100.000000 Penalty: 3659.945068
	Iteration 4Q: 3 clusters Score -9163100 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41822 members 
Mstep: Class 2 contains 35937 members 
Entering Unmasked Estep 
Score: -9163683.000000 Penalty: 3659.945068
	Iteration 5Q: 3 clusters Score -9163683 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43482 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
Score: -9164425.000000 Penalty: 3659.945068
	Iteration 6Q: 3 clusters Score -9164425 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45897 members 
Mstep: Class 2 contains 31862 members 
Entering Unmasked Estep 
Score: -9165549.000000 Penalty: 3659.945068
	Iteration 7Q: 3 clusters Score -9165549 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49391 members 
Mstep: Class 2 contains 28368 members 
Entering Unmasked Estep 
Score: -9167791.000000 Penalty: 3659.945068
	Iteration 8Q: 3 clusters Score -9167791 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54049 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -9171214.000000 Penalty: 3659.945068
	Iteration 9F: 3 clusters Score -9171214 nChanged 5545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59462 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -9175954.000000 Penalty: 3659.945068
	Iteration 10F: 3 clusters Score -9175954 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64765 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -9180925.000000 Penalty: 3659.945068
	Iteration 11F: 3 clusters Score -9180925 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68708 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -9184938.000000 Penalty: 3659.945068
	Iteration 12F: 3 clusters Score -9184938 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71107 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -9187394.000000 Penalty: 3659.945068
	Iteration 13Q: 3 clusters Score -9187394 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72579 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -9188613.000000 Penalty: 3659.945068
	Iteration 14Q: 3 clusters Score -9188613 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73591 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -9189391.000000 Penalty: 3659.945068
	Iteration 15Q: 3 clusters Score -9189391 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74316 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -9189877.000000 Penalty: 3659.945068
	Iteration 16Q: 3 clusters Score -9189877 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74866 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -9190160.000000 Penalty: 3659.945068
	Iteration 17Q: 3 clusters Score -9190160 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75294 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -9190362.000000 Penalty: 3659.945068
	Iteration 18Q: 3 clusters Score -9190362 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75625 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -9190556.000000 Penalty: 3659.945068
	Iteration 19Q: 3 clusters Score -9190556 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75885 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -9190650.000000 Penalty: 3659.945068
	Iteration 20F: 3 clusters Score -9190650 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76100 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -9190768.000000 Penalty: 3659.945068
	Iteration 21Q: 3 clusters Score -9190768 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76252 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -9190843.000000 Penalty: 3659.945068
	Iteration 22Q: 3 clusters Score -9190843 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76397 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -9190932.000000 Penalty: 3659.945068
	Iteration 23Q: 3 clusters Score -9190932 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76503 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -9190983.000000 Penalty: 3659.945068
	Iteration 24Q: 3 clusters Score -9190983 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76586 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -9191014.000000 Penalty: 3659.945068
	Iteration 25Q: 3 clusters Score -9191014 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76650 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -9191030.000000 Penalty: 3659.945068
	Iteration 26Q: 3 clusters Score -9191030 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76704 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -9191070.000000 Penalty: 3659.945068
	Iteration 27Q: 3 clusters Score -9191070 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76745 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -9191086.000000 Penalty: 3659.945068
	Iteration 28Q: 3 clusters Score -9191086 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76782 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -9191097.000000 Penalty: 3659.945068
	Iteration 29Q: 3 clusters Score -9191097 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76800 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -9191114.000000 Penalty: 3659.945068
	Iteration 30Q: 3 clusters Score -9191114 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76815 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -9191128.000000 Penalty: 3659.945068
	Iteration 31Q: 3 clusters Score -9191128 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76834 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -9191129.000000 Penalty: 3659.945068
	Iteration 32Q: 3 clusters Score -9191129 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76861 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -9191143.000000 Penalty: 3659.945068
	Iteration 33Q: 3 clusters Score -9191143 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76877 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -9191156.000000 Penalty: 3659.945068
	Iteration 34Q: 3 clusters Score -9191156 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76905 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -9191177.000000 Penalty: 3659.945068
	Iteration 35Q: 3 clusters Score -9191177 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76925 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -9191187.000000 Penalty: 3659.945068
	Iteration 36Q: 3 clusters Score -9191187 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76937 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -9191190.000000 Penalty: 3659.945068
	Iteration 37Q: 3 clusters Score -9191190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76953 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -9191190.000000 Penalty: 3659.945068
	Iteration 38Q: 3 clusters Score -9191190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76964 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -9191197.000000 Penalty: 3659.945068
	Iteration 39Q: 3 clusters Score -9191197 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76976 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -9191196.000000 Penalty: 3659.945068
	Iteration 40F: 3 clusters Score -9191196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76982 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -9191213.000000 Penalty: 3659.945068
	Iteration 41Q: 3 clusters Score -9191213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76987 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -9191213.000000 Penalty: 3659.945068
	Iteration 42Q: 3 clusters Score -9191213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76992 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -9191215.000000 Penalty: 3659.945068
	Iteration 43Q: 3 clusters Score -9191215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76999 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -9191209.000000 Penalty: 3659.945068
	Iteration 44Q: 3 clusters Score -9191209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77002 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -9191216.000000 Penalty: 3659.945068
	Iteration 45Q: 3 clusters Score -9191216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77007 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -9191210.000000 Penalty: 3659.945068
	Iteration 46Q: 3 clusters Score -9191210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77012 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -9191219.000000 Penalty: 3659.945068
	Iteration 47Q: 3 clusters Score -9191219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77020 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -9191221.000000 Penalty: 3659.945068
	Iteration 48Q: 3 clusters Score -9191221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77026 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -9191217.000000 Penalty: 3659.945068
	Iteration 49Q: 3 clusters Score -9191217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77030 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -9191214.000000 Penalty: 3659.945068
	Iteration 50Q: 3 clusters Score -9191214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77035 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -9191216.000000 Penalty: 3659.945068
	Iteration 51Q: 3 clusters Score -9191216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77036 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -9191217.000000 Penalty: 3659.945068
	Iteration 52Q: 3 clusters Score -9191217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77038 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -9191216.000000 Penalty: 3659.945068
	Iteration 53Q: 3 clusters Score -9191216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77039 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -9191220.000000 Penalty: 3659.945068
	Iteration 54Q: 3 clusters Score -9191220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77039 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -9191220.000000 Penalty: 3659.945068
	Iteration 55F: 3 clusters Score -9191220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Entering Unmasked Estep 
Score: -1598255.750000 Penalty: 1550.367432
	Iteration 0F: 2 clusters Score -1598256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1588492.125000 Penalty: 3100.734863
	Iteration 0F: 3 clusters Score -1588492 nChanged 6118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1591827.000000 Penalty: 3100.734863
	Iteration 1F: 3 clusters Score -1591827 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1592036.250000 Penalty: 3100.734863
	Iteration 2Q: 3 clusters Score -1592036 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1592202.125000 Penalty: 3100.734863
	Iteration 3Q: 3 clusters Score -1592202 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1592340.250000 Penalty: 3100.734863
	Iteration 4Q: 3 clusters Score -1592340 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1592469.375000 Penalty: 3100.734863
	Iteration 5Q: 3 clusters Score -1592469 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1592600.000000 Penalty: 3100.734863
	Iteration 6Q: 3 clusters Score -1592600 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1592746.875000 Penalty: 3100.734863
	Iteration 7Q: 3 clusters Score -1592747 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1592884.250000 Penalty: 3100.734863
	Iteration 8Q: 3 clusters Score -1592884 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1593076.750000 Penalty: 3100.734863
	Iteration 9Q: 3 clusters Score -1593077 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1593335.250000 Penalty: 3100.734863
	Iteration 10Q: 3 clusters Score -1593335 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1593712.375000 Penalty: 3100.734863
	Iteration 11Q: 3 clusters Score -1593712 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1594181.750000 Penalty: 3100.734863
	Iteration 12Q: 3 clusters Score -1594182 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1594698.125000 Penalty: 3100.734863
	Iteration 13Q: 3 clusters Score -1594698 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1595092.500000 Penalty: 3100.734863
	Iteration 14Q: 3 clusters Score -1595092 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1595383.375000 Penalty: 3100.734863
	Iteration 15Q: 3 clusters Score -1595383 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1595572.375000 Penalty: 3100.734863
	Iteration 16Q: 3 clusters Score -1595572 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1595716.750000 Penalty: 3100.734863
	Iteration 17Q: 3 clusters Score -1595717 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1595847.000000 Penalty: 3100.734863
	Iteration 18Q: 3 clusters Score -1595847 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1595973.000000 Penalty: 3100.734863
	Iteration 19Q: 3 clusters Score -1595973 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1596076.000000 Penalty: 3100.734863
	Iteration 20F: 3 clusters Score -1596076 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1596155.750000 Penalty: 3100.734863
	Iteration 21Q: 3 clusters Score -1596156 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1596221.125000 Penalty: 3100.734863
	Iteration 22Q: 3 clusters Score -1596221 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1596284.375000 Penalty: 3100.734863
	Iteration 23Q: 3 clusters Score -1596284 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1596335.750000 Penalty: 3100.734863
	Iteration 24Q: 3 clusters Score -1596336 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1596387.250000 Penalty: 3100.734863
	Iteration 25Q: 3 clusters Score -1596387 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1596442.250000 Penalty: 3100.734863
	Iteration 26Q: 3 clusters Score -1596442 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1596474.250000 Penalty: 3100.734863
	Iteration 27Q: 3 clusters Score -1596474 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1596510.500000 Penalty: 3100.734863
	Iteration 28Q: 3 clusters Score -1596510 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1596545.875000 Penalty: 3100.734863
	Iteration 29Q: 3 clusters Score -1596546 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1596566.000000 Penalty: 3100.734863
	Iteration 30Q: 3 clusters Score -1596566 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1596585.125000 Penalty: 3100.734863
	Iteration 31Q: 3 clusters Score -1596585 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1596609.375000 Penalty: 3100.734863
	Iteration 32Q: 3 clusters Score -1596609 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -1596627.750000 Penalty: 3100.734863
	Iteration 33Q: 3 clusters Score -1596628 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1596645.500000 Penalty: 3100.734863
	Iteration 34Q: 3 clusters Score -1596646 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -1596662.250000 Penalty: 3100.734863
	Iteration 35Q: 3 clusters Score -1596662 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -1596673.500000 Penalty: 3100.734863
	Iteration 36Q: 3 clusters Score -1596674 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1596688.375000 Penalty: 3100.734863
	Iteration 37Q: 3 clusters Score -1596688 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -1596703.250000 Penalty: 3100.734863
	Iteration 38Q: 3 clusters Score -1596703 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -1596714.875000 Penalty: 3100.734863
	Iteration 39Q: 3 clusters Score -1596715 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -1596735.750000 Penalty: 3100.734863
	Iteration 40F: 3 clusters Score -1596736 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -1596742.375000 Penalty: 3100.734863
	Iteration 41Q: 3 clusters Score -1596742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -1596749.625000 Penalty: 3100.734863
	Iteration 42Q: 3 clusters Score -1596750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -1596754.000000 Penalty: 3100.734863
	Iteration 43Q: 3 clusters Score -1596754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -1596760.125000 Penalty: 3100.734863
	Iteration 44Q: 3 clusters Score -1596760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -1596766.750000 Penalty: 3100.734863
	Iteration 45Q: 3 clusters Score -1596767 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -1596773.875000 Penalty: 3100.734863
	Iteration 46Q: 3 clusters Score -1596774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -1596774.500000 Penalty: 3100.734863
	Iteration 47Q: 3 clusters Score -1596774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -1596775.625000 Penalty: 3100.734863
	Iteration 48Q: 3 clusters Score -1596776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -1596780.250000 Penalty: 3100.734863
	Iteration 49Q: 3 clusters Score -1596780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -1596786.375000 Penalty: 3100.734863
	Iteration 50Q: 3 clusters Score -1596786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -1596790.875000 Penalty: 3100.734863
	Iteration 51Q: 3 clusters Score -1596791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -1596794.000000 Penalty: 3100.734863
	Iteration 52Q: 3 clusters Score -1596794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -1596794.500000 Penalty: 3100.734863
	Iteration 53Q: 3 clusters Score -1596794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -1596799.625000 Penalty: 3100.734863
	Iteration 54Q: 3 clusters Score -1596800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -1596799.750000 Penalty: 3100.734863
	Iteration 55Q: 3 clusters Score -1596800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -1596801.875000 Penalty: 3100.734863
	Iteration 56Q: 3 clusters Score -1596802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -1596805.250000 Penalty: 3100.734863
	Iteration 57Q: 3 clusters Score -1596805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -1596805.250000 Penalty: 3100.734863
	Iteration 58Q: 3 clusters Score -1596805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1596807.250000 Penalty: 3100.734863
	Iteration 59Q: 3 clusters Score -1596807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1596808.875000 Penalty: 3100.734863
	Iteration 60F: 3 clusters Score -1596809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Entering Unmasked Estep 
Score: -62158.222656 Penalty: 1042.453247
	Iteration 0F: 2 clusters Score -62158.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -61019.179688 Penalty: 2084.906494
	Iteration 0F: 3 clusters Score -61019.18 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -61210.687500 Penalty: 2084.906494
	Iteration 1F: 3 clusters Score -61210.69 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -61272.902344 Penalty: 2084.906494
	Iteration 2F: 3 clusters Score -61272.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -61297.734375 Penalty: 2084.906494
	Iteration 3Q: 3 clusters Score -61297.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -61323.636719 Penalty: 2084.906494
	Iteration 4Q: 3 clusters Score -61323.64 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -61378.910156 Penalty: 2084.906494
	Iteration 5Q: 3 clusters Score -61378.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -61429.394531 Penalty: 2084.906494
	Iteration 6Q: 3 clusters Score -61429.39 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -61485.574219 Penalty: 2084.906494
	Iteration 7Q: 3 clusters Score -61485.57 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -61558.703125 Penalty: 2084.906494
	Iteration 8Q: 3 clusters Score -61558.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -61658.554688 Penalty: 2084.906494
	Iteration 9Q: 3 clusters Score -61658.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -61735.285156 Penalty: 2084.906494
	Iteration 10Q: 3 clusters Score -61735.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -61813.566406 Penalty: 2084.906494
	Iteration 11Q: 3 clusters Score -61813.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -61861.050781 Penalty: 2084.906494
	Iteration 12Q: 3 clusters Score -61861.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -61899.675781 Penalty: 2084.906494
	Iteration 13Q: 3 clusters Score -61899.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -61914.488281 Penalty: 2084.906494
	Iteration 14Q: 3 clusters Score -61914.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -61939.414062 Penalty: 2084.906494
	Iteration 15Q: 3 clusters Score -61939.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -61962.410156 Penalty: 2084.906494
	Iteration 16Q: 3 clusters Score -61962.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -61971.941406 Penalty: 2084.906494
	Iteration 17Q: 3 clusters Score -61971.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -61983.695312 Penalty: 2084.906494
	Iteration 18Q: 3 clusters Score -61983.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -61989.675781 Penalty: 2084.906494
	Iteration 19Q: 3 clusters Score -61989.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -61998.953125 Penalty: 2084.906494
	Iteration 20F: 3 clusters Score -61998.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -62005.652344 Penalty: 2084.906494
	Iteration 21Q: 3 clusters Score -62005.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -62015.285156 Penalty: 2084.906494
	Iteration 22Q: 3 clusters Score -62015.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -62017.289062 Penalty: 2084.906494
	Iteration 23Q: 3 clusters Score -62017.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -62017.289062 Penalty: 2084.906494
	Iteration 24F: 3 clusters Score -62017.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Entering Unmasked Estep 
Score: -64401.585938 Penalty: 1044.041260
	Iteration 0F: 2 clusters Score -64401.59 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 306 members 
Entering Unmasked Estep 
Score: -63244.757812 Penalty: 2088.082520
	Iteration 0F: 3 clusters Score -63244.76 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -63477.402344 Penalty: 2088.082520
	Iteration 1F: 3 clusters Score -63477.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -63519.492188 Penalty: 2088.082520
	Iteration 2F: 3 clusters Score -63519.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -63545.132812 Penalty: 2088.082520
	Iteration 3Q: 3 clusters Score -63545.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -63556.878906 Penalty: 2088.082520
	Iteration 4Q: 3 clusters Score -63556.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -63564.867188 Penalty: 2088.082520
	Iteration 5Q: 3 clusters Score -63564.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -63569.964844 Penalty: 2088.082520
	Iteration 6Q: 3 clusters Score -63569.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -63572.394531 Penalty: 2088.082520
	Iteration 7Q: 3 clusters Score -63572.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -63572.394531 Penalty: 2088.082520
	Iteration 8F: 3 clusters Score -63572.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -44816.675781 Penalty: 1004.252686
	Iteration 0F: 2 clusters Score -44816.68 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 231 members 
Entering Unmasked Estep 
Score: -43761.589844 Penalty: 2008.505371
	Iteration 0F: 3 clusters Score -43761.59 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -44007.453125 Penalty: 2008.505371
	Iteration 1F: 3 clusters Score -44007.45 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -44198.460938 Penalty: 2008.505371
	Iteration 2F: 3 clusters Score -44198.46 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -44319.890625 Penalty: 2008.505371
	Iteration 3F: 3 clusters Score -44319.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -44372.250000 Penalty: 2008.505371
	Iteration 4Q: 3 clusters Score -44372.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -44386.117188 Penalty: 2008.505371
	Iteration 5Q: 3 clusters Score -44386.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -44395.695312 Penalty: 2008.505371
	Iteration 6Q: 3 clusters Score -44395.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -44407.117188 Penalty: 2008.505371
	Iteration 7Q: 3 clusters Score -44407.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -44410.312500 Penalty: 2008.505371
	Iteration 8Q: 3 clusters Score -44410.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -44410.312500 Penalty: 2008.505371
	Iteration 9F: 3 clusters Score -44410.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (12777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Entering Unmasked Estep 
Score: -1449165.875000 Penalty: 1536.502930
	Iteration 0F: 2 clusters Score -1449166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1440270.875000 Penalty: 3073.005859
	Iteration 0F: 3 clusters Score -1440271 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1443302.750000 Penalty: 3073.005859
	Iteration 1F: 3 clusters Score -1443303 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1443586.375000 Penalty: 3073.005859
	Iteration 2F: 3 clusters Score -1443586 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1443846.500000 Penalty: 3073.005859
	Iteration 3Q: 3 clusters Score -1443846 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1444144.500000 Penalty: 3073.005859
	Iteration 4Q: 3 clusters Score -1444144 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1444521.875000 Penalty: 3073.005859
	Iteration 5Q: 3 clusters Score -1444522 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1444956.000000 Penalty: 3073.005859
	Iteration 6Q: 3 clusters Score -1444956 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1445427.875000 Penalty: 3073.005859
	Iteration 7Q: 3 clusters Score -1445428 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1445870.625000 Penalty: 3073.005859
	Iteration 8Q: 3 clusters Score -1445871 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1446265.750000 Penalty: 3073.005859
	Iteration 9Q: 3 clusters Score -1446266 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1446599.875000 Penalty: 3073.005859
	Iteration 10Q: 3 clusters Score -1446600 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1446861.625000 Penalty: 3073.005859
	Iteration 11Q: 3 clusters Score -1446862 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1447096.000000 Penalty: 3073.005859
	Iteration 12Q: 3 clusters Score -1447096 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1447277.500000 Penalty: 3073.005859
	Iteration 13Q: 3 clusters Score -1447278 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1447431.375000 Penalty: 3073.005859
	Iteration 14Q: 3 clusters Score -1447431 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1447556.750000 Penalty: 3073.005859
	Iteration 15Q: 3 clusters Score -1447557 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1447649.125000 Penalty: 3073.005859
	Iteration 16Q: 3 clusters Score -1447649 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1447712.500000 Penalty: 3073.005859
	Iteration 17Q: 3 clusters Score -1447712 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1447759.250000 Penalty: 3073.005859
	Iteration 18Q: 3 clusters Score -1447759 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1447793.750000 Penalty: 3073.005859
	Iteration 19Q: 3 clusters Score -1447794 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1447813.875000 Penalty: 3073.005859
	Iteration 20F: 3 clusters Score -1447814 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1447835.000000 Penalty: 3073.005859
	Iteration 21Q: 3 clusters Score -1447835 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1447839.500000 Penalty: 3073.005859
	Iteration 22Q: 3 clusters Score -1447840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1447850.375000 Penalty: 3073.005859
	Iteration 23Q: 3 clusters Score -1447850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1447861.000000 Penalty: 3073.005859
	Iteration 24Q: 3 clusters Score -1447861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1447866.125000 Penalty: 3073.005859
	Iteration 25Q: 3 clusters Score -1447866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1447867.500000 Penalty: 3073.005859
	Iteration 26Q: 3 clusters Score -1447868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1447868.250000 Penalty: 3073.005859
	Iteration 27Q: 3 clusters Score -1447868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1447870.625000 Penalty: 3073.005859
	Iteration 28Q: 3 clusters Score -1447871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1447875.250000 Penalty: 3073.005859
	Iteration 29Q: 3 clusters Score -1447875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1447876.125000 Penalty: 3073.005859
	Iteration 30Q: 3 clusters Score -1447876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1447875.375000 Penalty: 3073.005859
	Iteration 31Q: 3 clusters Score -1447875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1447878.375000 Penalty: 3073.005859
	Iteration 32Q: 3 clusters Score -1447878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1447882.750000 Penalty: 3073.005859
	Iteration 33Q: 3 clusters Score -1447883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1447884.750000 Penalty: 3073.005859
	Iteration 34Q: 3 clusters Score -1447885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1447886.875000 Penalty: 3073.005859
	Iteration 35Q: 3 clusters Score -1447887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1447887.500000 Penalty: 3073.005859
	Iteration 36Q: 3 clusters Score -1447888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1447888.000000 Penalty: 3073.005859
	Iteration 37Q: 3 clusters Score -1447888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1447889.500000 Penalty: 3073.005859
	Iteration 38Q: 3 clusters Score -1447890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1447889.500000 Penalty: 3073.005859
	Iteration 39F: 3 clusters Score -1447890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (27785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Entering Unmasked Estep 
Score: -3249442.000000 Penalty: 1662.740845
	Iteration 0F: 2 clusters Score -3249442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -3230815.750000 Penalty: 3325.481689
	Iteration 0F: 3 clusters Score -3230816 nChanged 12576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -3237628.500000 Penalty: 3325.481689
	Iteration 1F: 3 clusters Score -3237628 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -3237895.250000 Penalty: 3325.481689
	Iteration 2Q: 3 clusters Score -3237895 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -3238115.750000 Penalty: 3325.481689
	Iteration 3Q: 3 clusters Score -3238116 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -3238345.250000 Penalty: 3325.481689
	Iteration 4Q: 3 clusters Score -3238345 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -3238530.000000 Penalty: 3325.481689
	Iteration 5Q: 3 clusters Score -3238530 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -3238803.500000 Penalty: 3325.481689
	Iteration 6Q: 3 clusters Score -3238804 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -3239177.750000 Penalty: 3325.481689
	Iteration 7Q: 3 clusters Score -3239178 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -3239815.500000 Penalty: 3325.481689
	Iteration 8Q: 3 clusters Score -3239816 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -3240749.750000 Penalty: 3325.481689
	Iteration 9F: 3 clusters Score -3240750 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -3242069.500000 Penalty: 3325.481689
	Iteration 10F: 3 clusters Score -3242070 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -3243598.250000 Penalty: 3325.481689
	Iteration 11F: 3 clusters Score -3243598 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -3245183.500000 Penalty: 3325.481689
	Iteration 12F: 3 clusters Score -3245184 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -3246489.750000 Penalty: 3325.481689
	Iteration 13Q: 3 clusters Score -3246490 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -3247272.500000 Penalty: 3325.481689
	Iteration 14Q: 3 clusters Score -3247272 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -3247630.500000 Penalty: 3325.481689
	Iteration 15Q: 3 clusters Score -3247630 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 27501 members 
Entering Unmasked Estep 
Score: -3247798.500000 Penalty: 3325.481689
	Iteration 16Q: 3 clusters Score -3247798 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -3247858.500000 Penalty: 3325.481689
	Iteration 17Q: 3 clusters Score -3247858 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -3247900.500000 Penalty: 3325.481689
	Iteration 18Q: 3 clusters Score -3247900 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -3247921.250000 Penalty: 3325.481689
	Iteration 19Q: 3 clusters Score -3247921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -3247930.000000 Penalty: 3325.481689
	Iteration 20F: 3 clusters Score -3247930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
Score: -3247934.750000 Penalty: 3325.481689
	Iteration 21Q: 3 clusters Score -3247935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -3247937.500000 Penalty: 3325.481689
	Iteration 22Q: 3 clusters Score -3247938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -3247940.000000 Penalty: 3325.481689
	Iteration 23Q: 3 clusters Score -3247940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -3247940.750000 Penalty: 3325.481689
	Iteration 24Q: 3 clusters Score -3247941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -3247940.750000 Penalty: 3325.481689
	Iteration 25F: 3 clusters Score -3247941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Entering Unmasked Estep 
Score: -417113.281250 Penalty: 1341.529907
	Iteration 0F: 2 clusters Score -417113.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -413834.968750 Penalty: 2683.059814
	Iteration 0F: 3 clusters Score -413835 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -414730.093750 Penalty: 2683.059814
	Iteration 1F: 3 clusters Score -414730.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -414941.937500 Penalty: 2683.059814
	Iteration 2F: 3 clusters Score -414941.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -415072.281250 Penalty: 2683.059814
	Iteration 3F: 3 clusters Score -415072.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -415157.843750 Penalty: 2683.059814
	Iteration 4Q: 3 clusters Score -415157.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -415222.250000 Penalty: 2683.059814
	Iteration 5Q: 3 clusters Score -415222.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -415271.437500 Penalty: 2683.059814
	Iteration 6Q: 3 clusters Score -415271.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -415328.750000 Penalty: 2683.059814
	Iteration 7Q: 3 clusters Score -415328.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -415376.343750 Penalty: 2683.059814
	Iteration 8Q: 3 clusters Score -415376.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -415406.218750 Penalty: 2683.059814
	Iteration 9Q: 3 clusters Score -415406.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -415434.531250 Penalty: 2683.059814
	Iteration 10Q: 3 clusters Score -415434.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -415470.625000 Penalty: 2683.059814
	Iteration 11Q: 3 clusters Score -415470.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -415509.281250 Penalty: 2683.059814
	Iteration 12Q: 3 clusters Score -415509.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -415542.062500 Penalty: 2683.059814
	Iteration 13Q: 3 clusters Score -415542.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -415572.718750 Penalty: 2683.059814
	Iteration 14Q: 3 clusters Score -415572.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -415606.281250 Penalty: 2683.059814
	Iteration 15Q: 3 clusters Score -415606.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -415640.093750 Penalty: 2683.059814
	Iteration 16Q: 3 clusters Score -415640.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -415670.812500 Penalty: 2683.059814
	Iteration 17Q: 3 clusters Score -415670.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -415694.812500 Penalty: 2683.059814
	Iteration 18Q: 3 clusters Score -415694.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -415717.406250 Penalty: 2683.059814
	Iteration 19Q: 3 clusters Score -415717.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -415746.375000 Penalty: 2683.059814
	Iteration 20F: 3 clusters Score -415746.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -415771.531250 Penalty: 2683.059814
	Iteration 21Q: 3 clusters Score -415771.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -415789.906250 Penalty: 2683.059814
	Iteration 22Q: 3 clusters Score -415789.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -415807.750000 Penalty: 2683.059814
	Iteration 23Q: 3 clusters Score -415807.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -415821.750000 Penalty: 2683.059814
	Iteration 24Q: 3 clusters Score -415821.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -415835.968750 Penalty: 2683.059814
	Iteration 25Q: 3 clusters Score -415836 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -415848.687500 Penalty: 2683.059814
	Iteration 26Q: 3 clusters Score -415848.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -415860.062500 Penalty: 2683.059814
	Iteration 27Q: 3 clusters Score -415860.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -415868.281250 Penalty: 2683.059814
	Iteration 28Q: 3 clusters Score -415868.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -415878.156250 Penalty: 2683.059814
	Iteration 29Q: 3 clusters Score -415878.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -415887.156250 Penalty: 2683.059814
	Iteration 30Q: 3 clusters Score -415887.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -415896.656250 Penalty: 2683.059814
	Iteration 31Q: 3 clusters Score -415896.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -415900.187500 Penalty: 2683.059814
	Iteration 32Q: 3 clusters Score -415900.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -415902.281250 Penalty: 2683.059814
	Iteration 33Q: 3 clusters Score -415902.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -415906.250000 Penalty: 2683.059814
	Iteration 34Q: 3 clusters Score -415906.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -415910.343750 Penalty: 2683.059814
	Iteration 35Q: 3 clusters Score -415910.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -415914.906250 Penalty: 2683.059814
	Iteration 36Q: 3 clusters Score -415914.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -415917.687500 Penalty: 2683.059814
	Iteration 37Q: 3 clusters Score -415917.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -415920.687500 Penalty: 2683.059814
	Iteration 38Q: 3 clusters Score -415920.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -415921.406250 Penalty: 2683.059814
	Iteration 39Q: 3 clusters Score -415921.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -415925.812500 Penalty: 2683.059814
	Iteration 40F: 3 clusters Score -415925.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -415926.812500 Penalty: 2683.059814
	Iteration 41Q: 3 clusters Score -415926.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -415929.093750 Penalty: 2683.059814
	Iteration 42Q: 3 clusters Score -415929.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -415930.531250 Penalty: 2683.059814
	Iteration 43Q: 3 clusters Score -415930.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -415933.000000 Penalty: 2683.059814
	Iteration 44Q: 3 clusters Score -415933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -415935.218750 Penalty: 2683.059814
	Iteration 45Q: 3 clusters Score -415935.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -415937.750000 Penalty: 2683.059814
	Iteration 46Q: 3 clusters Score -415937.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -415939.593750 Penalty: 2683.059814
	Iteration 47Q: 3 clusters Score -415939.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -415941.250000 Penalty: 2683.059814
	Iteration 48Q: 3 clusters Score -415941.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -415941.875000 Penalty: 2683.059814
	Iteration 49Q: 3 clusters Score -415941.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -415942.125000 Penalty: 2683.059814
	Iteration 50Q: 3 clusters Score -415942.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -415942.718750 Penalty: 2683.059814
	Iteration 51Q: 3 clusters Score -415942.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -415942.718750 Penalty: 2683.059814
	Iteration 52F: 3 clusters Score -415942.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Entering Unmasked Estep 
Score: -1360091.375000 Penalty: 1519.885376
	Iteration 0F: 2 clusters Score -1360091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1351924.750000 Penalty: 3039.770752
	Iteration 0F: 3 clusters Score -1351925 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1354608.500000 Penalty: 3039.770752
	Iteration 1F: 3 clusters Score -1354608 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1354829.750000 Penalty: 3039.770752
	Iteration 2F: 3 clusters Score -1354830 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1354985.875000 Penalty: 3039.770752
	Iteration 3Q: 3 clusters Score -1354986 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1355143.875000 Penalty: 3039.770752
	Iteration 4Q: 3 clusters Score -1355144 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1355343.375000 Penalty: 3039.770752
	Iteration 5Q: 3 clusters Score -1355343 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1355594.750000 Penalty: 3039.770752
	Iteration 6Q: 3 clusters Score -1355595 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1355907.750000 Penalty: 3039.770752
	Iteration 7Q: 3 clusters Score -1355908 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1356269.875000 Penalty: 3039.770752
	Iteration 8Q: 3 clusters Score -1356270 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1356635.500000 Penalty: 3039.770752
	Iteration 9Q: 3 clusters Score -1356636 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1356964.375000 Penalty: 3039.770752
	Iteration 10Q: 3 clusters Score -1356964 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1357292.500000 Penalty: 3039.770752
	Iteration 11Q: 3 clusters Score -1357292 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1357618.875000 Penalty: 3039.770752
	Iteration 12Q: 3 clusters Score -1357619 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1357941.375000 Penalty: 3039.770752
	Iteration 13Q: 3 clusters Score -1357941 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1358278.375000 Penalty: 3039.770752
	Iteration 14Q: 3 clusters Score -1358278 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1358576.875000 Penalty: 3039.770752
	Iteration 15Q: 3 clusters Score -1358577 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1358816.000000 Penalty: 3039.770752
	Iteration 16Q: 3 clusters Score -1358816 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1358977.625000 Penalty: 3039.770752
	Iteration 17Q: 3 clusters Score -1358978 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1359086.750000 Penalty: 3039.770752
	Iteration 18Q: 3 clusters Score -1359087 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1359165.625000 Penalty: 3039.770752
	Iteration 19Q: 3 clusters Score -1359166 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1359225.750000 Penalty: 3039.770752
	Iteration 20F: 3 clusters Score -1359226 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1359268.875000 Penalty: 3039.770752
	Iteration 21Q: 3 clusters Score -1359269 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1359309.000000 Penalty: 3039.770752
	Iteration 22Q: 3 clusters Score -1359309 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1359341.250000 Penalty: 3039.770752
	Iteration 23Q: 3 clusters Score -1359341 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1359353.750000 Penalty: 3039.770752
	Iteration 24Q: 3 clusters Score -1359354 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1359366.500000 Penalty: 3039.770752
	Iteration 25Q: 3 clusters Score -1359366 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1359379.000000 Penalty: 3039.770752
	Iteration 26Q: 3 clusters Score -1359379 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1359385.500000 Penalty: 3039.770752
	Iteration 27Q: 3 clusters Score -1359386 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1359397.250000 Penalty: 3039.770752
	Iteration 28Q: 3 clusters Score -1359397 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1359403.875000 Penalty: 3039.770752
	Iteration 29Q: 3 clusters Score -1359404 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1359408.875000 Penalty: 3039.770752
	Iteration 30Q: 3 clusters Score -1359409 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1359418.375000 Penalty: 3039.770752
	Iteration 31Q: 3 clusters Score -1359418 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1359416.500000 Penalty: 3039.770752
	Iteration 32Q: 3 clusters Score -1359416 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1359428.125000 Penalty: 3039.770752
	Iteration 33Q: 3 clusters Score -1359428 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1359428.500000 Penalty: 3039.770752
	Iteration 34Q: 3 clusters Score -1359428 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1359435.250000 Penalty: 3039.770752
	Iteration 35Q: 3 clusters Score -1359435 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1359438.500000 Penalty: 3039.770752
	Iteration 36Q: 3 clusters Score -1359438 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1359438.750000 Penalty: 3039.770752
	Iteration 37Q: 3 clusters Score -1359439 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1359440.250000 Penalty: 3039.770752
	Iteration 38Q: 3 clusters Score -1359440 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1359443.625000 Penalty: 3039.770752
	Iteration 39Q: 3 clusters Score -1359444 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1359445.250000 Penalty: 3039.770752
	Iteration 40F: 3 clusters Score -1359445 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1359448.125000 Penalty: 3039.770752
	Iteration 41Q: 3 clusters Score -1359448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1359449.125000 Penalty: 3039.770752
	Iteration 42Q: 3 clusters Score -1359449 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1359451.625000 Penalty: 3039.770752
	Iteration 43Q: 3 clusters Score -1359452 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1359456.250000 Penalty: 3039.770752
	Iteration 44Q: 3 clusters Score -1359456 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1359462.500000 Penalty: 3039.770752
	Iteration 45Q: 3 clusters Score -1359462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1359468.000000 Penalty: 3039.770752
	Iteration 46Q: 3 clusters Score -1359468 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1359470.500000 Penalty: 3039.770752
	Iteration 47Q: 3 clusters Score -1359470 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1359472.500000 Penalty: 3039.770752
	Iteration 48Q: 3 clusters Score -1359472 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1359476.500000 Penalty: 3039.770752
	Iteration 49Q: 3 clusters Score -1359476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1359476.000000 Penalty: 3039.770752
	Iteration 50Q: 3 clusters Score -1359476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1359473.000000 Penalty: 3039.770752
	Iteration 51Q: 3 clusters Score -1359473 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1359485.750000 Penalty: 3039.770752
	Iteration 52Q: 3 clusters Score -1359486 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1359482.250000 Penalty: 3039.770752
	Iteration 53Q: 3 clusters Score -1359482 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1359488.375000 Penalty: 3039.770752
	Iteration 54Q: 3 clusters Score -1359488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1359488.875000 Penalty: 3039.770752
	Iteration 55Q: 3 clusters Score -1359489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1359491.000000 Penalty: 3039.770752
	Iteration 56Q: 3 clusters Score -1359491 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1359493.500000 Penalty: 3039.770752
	Iteration 57Q: 3 clusters Score -1359494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1359492.625000 Penalty: 3039.770752
	Iteration 58Q: 3 clusters Score -1359493 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1359495.750000 Penalty: 3039.770752
	Iteration 59Q: 3 clusters Score -1359496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1359500.250000 Penalty: 3039.770752
	Iteration 60F: 3 clusters Score -1359500 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1359506.375000 Penalty: 3039.770752
	Iteration 61Q: 3 clusters Score -1359506 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1359514.125000 Penalty: 3039.770752
	Iteration 62Q: 3 clusters Score -1359514 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1359516.000000 Penalty: 3039.770752
	Iteration 63Q: 3 clusters Score -1359516 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1359518.500000 Penalty: 3039.770752
	Iteration 64Q: 3 clusters Score -1359518 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1359525.250000 Penalty: 3039.770752
	Iteration 65Q: 3 clusters Score -1359525 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1359532.875000 Penalty: 3039.770752
	Iteration 66Q: 3 clusters Score -1359533 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1359530.750000 Penalty: 3039.770752
	Iteration 67Q: 3 clusters Score -1359531 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1359536.000000 Penalty: 3039.770752
	Iteration 68Q: 3 clusters Score -1359536 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1359540.000000 Penalty: 3039.770752
	Iteration 69Q: 3 clusters Score -1359540 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1359540.000000 Penalty: 3039.770752
	Iteration 70Q: 3 clusters Score -1359540 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1359547.625000 Penalty: 3039.770752
	Iteration 71Q: 3 clusters Score -1359548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1359552.375000 Penalty: 3039.770752
	Iteration 72Q: 3 clusters Score -1359552 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1359554.250000 Penalty: 3039.770752
	Iteration 73Q: 3 clusters Score -1359554 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1359557.375000 Penalty: 3039.770752
	Iteration 74Q: 3 clusters Score -1359557 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1359559.000000 Penalty: 3039.770752
	Iteration 75Q: 3 clusters Score -1359559 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1359561.500000 Penalty: 3039.770752
	Iteration 76Q: 3 clusters Score -1359562 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1359563.125000 Penalty: 3039.770752
	Iteration 77Q: 3 clusters Score -1359563 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1359572.000000 Penalty: 3039.770752
	Iteration 78Q: 3 clusters Score -1359572 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1359581.750000 Penalty: 3039.770752
	Iteration 79Q: 3 clusters Score -1359582 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1359582.125000 Penalty: 3039.770752
	Iteration 80F: 3 clusters Score -1359582 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1359592.125000 Penalty: 3039.770752
	Iteration 81Q: 3 clusters Score -1359592 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1359589.875000 Penalty: 3039.770752
	Iteration 82Q: 3 clusters Score -1359590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1359594.750000 Penalty: 3039.770752
	Iteration 83Q: 3 clusters Score -1359595 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1359597.500000 Penalty: 3039.770752
	Iteration 84Q: 3 clusters Score -1359598 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1359599.125000 Penalty: 3039.770752
	Iteration 85Q: 3 clusters Score -1359599 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1359603.375000 Penalty: 3039.770752
	Iteration 86Q: 3 clusters Score -1359603 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1359605.500000 Penalty: 3039.770752
	Iteration 87Q: 3 clusters Score -1359606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1359606.250000 Penalty: 3039.770752
	Iteration 88Q: 3 clusters Score -1359606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1359607.375000 Penalty: 3039.770752
	Iteration 89Q: 3 clusters Score -1359607 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1359604.875000 Penalty: 3039.770752
	Iteration 90Q: 3 clusters Score -1359605 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1359607.625000 Penalty: 3039.770752
	Iteration 91Q: 3 clusters Score -1359608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1359609.750000 Penalty: 3039.770752
	Iteration 92Q: 3 clusters Score -1359610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1359608.000000 Penalty: 3039.770752
	Iteration 93Q: 3 clusters Score -1359608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1359610.250000 Penalty: 3039.770752
	Iteration 94Q: 3 clusters Score -1359610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1359609.375000 Penalty: 3039.770752
	Iteration 95Q: 3 clusters Score -1359609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1359613.875000 Penalty: 3039.770752
	Iteration 96Q: 3 clusters Score -1359614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1359612.500000 Penalty: 3039.770752
	Iteration 97Q: 3 clusters Score -1359612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1359617.375000 Penalty: 3039.770752
	Iteration 98Q: 3 clusters Score -1359617 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1359616.750000 Penalty: 3039.770752
	Iteration 99Q: 3 clusters Score -1359617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1359617.750000 Penalty: 3039.770752
	Iteration 100F: 3 clusters Score -1359618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1359617.625000 Penalty: 3039.770752
	Iteration 101Q: 3 clusters Score -1359618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1359617.250000 Penalty: 3039.770752
	Iteration 102Q: 3 clusters Score -1359617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1359619.750000 Penalty: 3039.770752
	Iteration 103Q: 3 clusters Score -1359620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1359618.875000 Penalty: 3039.770752
	Iteration 104Q: 3 clusters Score -1359619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1359620.125000 Penalty: 3039.770752
	Iteration 105Q: 3 clusters Score -1359620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1359620.500000 Penalty: 3039.770752
	Iteration 106Q: 3 clusters Score -1359620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1359624.125000 Penalty: 3039.770752
	Iteration 107Q: 3 clusters Score -1359624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1359622.125000 Penalty: 3039.770752
	Iteration 108Q: 3 clusters Score -1359622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1359623.125000 Penalty: 3039.770752
	Iteration 109Q: 3 clusters Score -1359623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1359625.375000 Penalty: 3039.770752
	Iteration 110Q: 3 clusters Score -1359625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1359624.125000 Penalty: 3039.770752
	Iteration 111Q: 3 clusters Score -1359624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1359626.500000 Penalty: 3039.770752
	Iteration 112Q: 3 clusters Score -1359626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1359627.250000 Penalty: 3039.770752
	Iteration 113Q: 3 clusters Score -1359627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1359627.625000 Penalty: 3039.770752
	Iteration 114Q: 3 clusters Score -1359628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1359631.500000 Penalty: 3039.770752
	Iteration 115Q: 3 clusters Score -1359632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1359631.625000 Penalty: 3039.770752
	Iteration 116Q: 3 clusters Score -1359632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1359631.875000 Penalty: 3039.770752
	Iteration 117Q: 3 clusters Score -1359632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1359631.125000 Penalty: 3039.770752
	Iteration 118Q: 3 clusters Score -1359631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1359634.250000 Penalty: 3039.770752
	Iteration 119Q: 3 clusters Score -1359634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1359632.500000 Penalty: 3039.770752
	Iteration 120F: 3 clusters Score -1359632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1359632.625000 Penalty: 3039.770752
	Iteration 121Q: 3 clusters Score -1359633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1359632.625000 Penalty: 3039.770752
	Iteration 122F: 3 clusters Score -1359633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (7517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Entering Unmasked Estep 
Score: -807839.625000 Penalty: 1450.299805
	Iteration 0F: 2 clusters Score -807839.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -802265.000000 Penalty: 2900.599609
	Iteration 0F: 3 clusters Score -802265 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -804137.875000 Penalty: 2900.599609
	Iteration 1F: 3 clusters Score -804137.9 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -804471.000000 Penalty: 2900.599609
	Iteration 2F: 3 clusters Score -804471 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -804725.750000 Penalty: 2900.599609
	Iteration 3F: 3 clusters Score -804725.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -804957.187500 Penalty: 2900.599609
	Iteration 4F: 3 clusters Score -804957.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -805165.187500 Penalty: 2900.599609
	Iteration 5Q: 3 clusters Score -805165.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -805351.562500 Penalty: 2900.599609
	Iteration 6Q: 3 clusters Score -805351.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -805520.375000 Penalty: 2900.599609
	Iteration 7Q: 3 clusters Score -805520.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -805662.750000 Penalty: 2900.599609
	Iteration 8Q: 3 clusters Score -805662.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -805779.000000 Penalty: 2900.599609
	Iteration 9Q: 3 clusters Score -805779 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -805881.312500 Penalty: 2900.599609
	Iteration 10Q: 3 clusters Score -805881.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -805970.312500 Penalty: 2900.599609
	Iteration 11Q: 3 clusters Score -805970.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -806063.187500 Penalty: 2900.599609
	Iteration 12Q: 3 clusters Score -806063.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -806150.625000 Penalty: 2900.599609
	Iteration 13Q: 3 clusters Score -806150.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -806219.062500 Penalty: 2900.599609
	Iteration 14Q: 3 clusters Score -806219.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -806276.687500 Penalty: 2900.599609
	Iteration 15Q: 3 clusters Score -806276.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -806330.500000 Penalty: 2900.599609
	Iteration 16Q: 3 clusters Score -806330.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -806379.937500 Penalty: 2900.599609
	Iteration 17Q: 3 clusters Score -806379.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -806412.125000 Penalty: 2900.599609
	Iteration 18Q: 3 clusters Score -806412.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -806429.750000 Penalty: 2900.599609
	Iteration 19Q: 3 clusters Score -806429.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -806446.937500 Penalty: 2900.599609
	Iteration 20F: 3 clusters Score -806446.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -806459.375000 Penalty: 2900.599609
	Iteration 21Q: 3 clusters Score -806459.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -806467.875000 Penalty: 2900.599609
	Iteration 22Q: 3 clusters Score -806467.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -806473.875000 Penalty: 2900.599609
	Iteration 23Q: 3 clusters Score -806473.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -806482.375000 Penalty: 2900.599609
	Iteration 24Q: 3 clusters Score -806482.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -806488.187500 Penalty: 2900.599609
	Iteration 25Q: 3 clusters Score -806488.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -806494.937500 Penalty: 2900.599609
	Iteration 26Q: 3 clusters Score -806494.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -806500.562500 Penalty: 2900.599609
	Iteration 27Q: 3 clusters Score -806500.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -806504.375000 Penalty: 2900.599609
	Iteration 28Q: 3 clusters Score -806504.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -806510.500000 Penalty: 2900.599609
	Iteration 29Q: 3 clusters Score -806510.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -806515.875000 Penalty: 2900.599609
	Iteration 30Q: 3 clusters Score -806515.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -806521.875000 Penalty: 2900.599609
	Iteration 31Q: 3 clusters Score -806521.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -806527.250000 Penalty: 2900.599609
	Iteration 32Q: 3 clusters Score -806527.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -806531.875000 Penalty: 2900.599609
	Iteration 33Q: 3 clusters Score -806531.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -806540.250000 Penalty: 2900.599609
	Iteration 34Q: 3 clusters Score -806540.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -806554.937500 Penalty: 2900.599609
	Iteration 35Q: 3 clusters Score -806554.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -806567.937500 Penalty: 2900.599609
	Iteration 36Q: 3 clusters Score -806567.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -806585.937500 Penalty: 2900.599609
	Iteration 37Q: 3 clusters Score -806585.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -806605.937500 Penalty: 2900.599609
	Iteration 38Q: 3 clusters Score -806605.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -806627.875000 Penalty: 2900.599609
	Iteration 39Q: 3 clusters Score -806627.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -806641.312500 Penalty: 2900.599609
	Iteration 40F: 3 clusters Score -806641.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -806651.500000 Penalty: 2900.599609
	Iteration 41Q: 3 clusters Score -806651.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -806659.062500 Penalty: 2900.599609
	Iteration 42Q: 3 clusters Score -806659.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -806668.312500 Penalty: 2900.599609
	Iteration 43Q: 3 clusters Score -806668.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -806679.625000 Penalty: 2900.599609
	Iteration 44Q: 3 clusters Score -806679.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -806686.437500 Penalty: 2900.599609
	Iteration 45Q: 3 clusters Score -806686.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -806698.187500 Penalty: 2900.599609
	Iteration 46Q: 3 clusters Score -806698.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -806705.687500 Penalty: 2900.599609
	Iteration 47Q: 3 clusters Score -806705.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -806712.625000 Penalty: 2900.599609
	Iteration 48Q: 3 clusters Score -806712.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -806721.125000 Penalty: 2900.599609
	Iteration 49Q: 3 clusters Score -806721.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -806727.125000 Penalty: 2900.599609
	Iteration 50Q: 3 clusters Score -806727.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -806729.500000 Penalty: 2900.599609
	Iteration 51Q: 3 clusters Score -806729.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -806731.187500 Penalty: 2900.599609
	Iteration 52Q: 3 clusters Score -806731.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -806731.062500 Penalty: 2900.599609
	Iteration 53Q: 3 clusters Score -806731.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -806733.875000 Penalty: 2900.599609
	Iteration 54Q: 3 clusters Score -806733.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -806736.437500 Penalty: 2900.599609
	Iteration 55Q: 3 clusters Score -806736.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -806740.125000 Penalty: 2900.599609
	Iteration 56Q: 3 clusters Score -806740.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -806740.812500 Penalty: 2900.599609
	Iteration 57Q: 3 clusters Score -806740.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -806745.437500 Penalty: 2900.599609
	Iteration 58Q: 3 clusters Score -806745.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -806751.250000 Penalty: 2900.599609
	Iteration 59Q: 3 clusters Score -806751.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -806754.875000 Penalty: 2900.599609
	Iteration 60F: 3 clusters Score -806754.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -806759.187500 Penalty: 2900.599609
	Iteration 61Q: 3 clusters Score -806759.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -806759.812500 Penalty: 2900.599609
	Iteration 62Q: 3 clusters Score -806759.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -806761.437500 Penalty: 2900.599609
	Iteration 63Q: 3 clusters Score -806761.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -806763.312500 Penalty: 2900.599609
	Iteration 64Q: 3 clusters Score -806763.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -806765.687500 Penalty: 2900.599609
	Iteration 65Q: 3 clusters Score -806765.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -806767.625000 Penalty: 2900.599609
	Iteration 66Q: 3 clusters Score -806767.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -806769.125000 Penalty: 2900.599609
	Iteration 67Q: 3 clusters Score -806769.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -806768.750000 Penalty: 2900.599609
	Iteration 68Q: 3 clusters Score -806768.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -806768.875000 Penalty: 2900.599609
	Iteration 69Q: 3 clusters Score -806768.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -806769.937500 Penalty: 2900.599609
	Iteration 70Q: 3 clusters Score -806769.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -806771.187500 Penalty: 2900.599609
	Iteration 71Q: 3 clusters Score -806771.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -806772.562500 Penalty: 2900.599609
	Iteration 72Q: 3 clusters Score -806772.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -806772.125000 Penalty: 2900.599609
	Iteration 73Q: 3 clusters Score -806772.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -806773.500000 Penalty: 2900.599609
	Iteration 74Q: 3 clusters Score -806773.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -806771.875000 Penalty: 2900.599609
	Iteration 75Q: 3 clusters Score -806771.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -806772.375000 Penalty: 2900.599609
	Iteration 76Q: 3 clusters Score -806772.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -806772.375000 Penalty: 2900.599609
	Iteration 77F: 3 clusters Score -806772.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Entering Unmasked Estep 
Score: -35084.687500 Penalty: 961.382812
	Iteration 0F: 2 clusters Score -35084.69 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 184 members 
Entering Unmasked Estep 
Score: -34170.511719 Penalty: 1922.765625
	Iteration 0F: 3 clusters Score -34170.51 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -34331.824219 Penalty: 1922.765625
	Iteration 1F: 3 clusters Score -34331.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -34360.320312 Penalty: 1922.765625
	Iteration 2Q: 3 clusters Score -34360.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -34377.906250 Penalty: 1922.765625
	Iteration 3Q: 3 clusters Score -34377.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -34404.582031 Penalty: 1922.765625
	Iteration 4Q: 3 clusters Score -34404.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -34427.050781 Penalty: 1922.765625
	Iteration 5Q: 3 clusters Score -34427.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -34449.691406 Penalty: 1922.765625
	Iteration 6Q: 3 clusters Score -34449.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -34486.472656 Penalty: 1922.765625
	Iteration 7Q: 3 clusters Score -34486.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -34523.000000 Penalty: 1922.765625
	Iteration 8Q: 3 clusters Score -34523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -34539.511719 Penalty: 1922.765625
	Iteration 9Q: 3 clusters Score -34539.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -34556.460938 Penalty: 1922.765625
	Iteration 10Q: 3 clusters Score -34556.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -34559.257812 Penalty: 1922.765625
	Iteration 11Q: 3 clusters Score -34559.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -34559.257812 Penalty: 1922.765625
	Iteration 12F: 3 clusters Score -34559.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (80703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80703 members 
Entering Unmasked Estep 
Score: -9622542.000000 Penalty: 1836.011230
	Iteration 0F: 2 clusters Score -9622542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40338 members 
Mstep: Class 2 contains 40365 members 
Entering Unmasked Estep 
Score: -9569120.000000 Penalty: 3672.022461
	Iteration 0F: 3 clusters Score -9569120 nChanged 38287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39993 members 
Mstep: Class 2 contains 40710 members 
Entering Unmasked Estep 
Score: -9591013.000000 Penalty: 3672.022461
	Iteration 1F: 3 clusters Score -9591013 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39712 members 
Mstep: Class 2 contains 40991 members 
Entering Unmasked Estep 
Score: -9591587.000000 Penalty: 3672.022461
	Iteration 2Q: 3 clusters Score -9591587 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39355 members 
Mstep: Class 2 contains 41348 members 
Entering Unmasked Estep 
Score: -9592220.000000 Penalty: 3672.022461
	Iteration 3Q: 3 clusters Score -9592220 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38883 members 
Mstep: Class 2 contains 41820 members 
Entering Unmasked Estep 
Score: -9593064.000000 Penalty: 3672.022461
	Iteration 4Q: 3 clusters Score -9593064 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38199 members 
Mstep: Class 2 contains 42504 members 
Entering Unmasked Estep 
Score: -9594199.000000 Penalty: 3672.022461
	Iteration 5Q: 3 clusters Score -9594199 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37360 members 
Mstep: Class 2 contains 43343 members 
Entering Unmasked Estep 
Score: -9595820.000000 Penalty: 3672.022461
	Iteration 6Q: 3 clusters Score -9595820 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36482 members 
Mstep: Class 2 contains 44221 members 
Entering Unmasked Estep 
Score: -9597862.000000 Penalty: 3672.022461
	Iteration 7Q: 3 clusters Score -9597862 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 44893 members 
Entering Unmasked Estep 
Score: -9600663.000000 Penalty: 3672.022461
	Iteration 8F: 3 clusters Score -9600663 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35503 members 
Mstep: Class 2 contains 45200 members 
Entering Unmasked Estep 
Score: -9603921.000000 Penalty: 3672.022461
	Iteration 9F: 3 clusters Score -9603921 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35281 members 
Mstep: Class 2 contains 45422 members 
Entering Unmasked Estep 
Score: -9606619.000000 Penalty: 3672.022461
	Iteration 10F: 3 clusters Score -9606619 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35278 members 
Mstep: Class 2 contains 45425 members 
Entering Unmasked Estep 
Score: -9607941.000000 Penalty: 3672.022461
	Iteration 11Q: 3 clusters Score -9607941 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35277 members 
Mstep: Class 2 contains 45426 members 
Entering Unmasked Estep 
Score: -9608240.000000 Penalty: 3672.022461
	Iteration 12Q: 3 clusters Score -9608240 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35277 members 
Mstep: Class 2 contains 45426 members 
Entering Unmasked Estep 
Score: -9608403.000000 Penalty: 3672.022461
	Iteration 13Q: 3 clusters Score -9608403 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35239 members 
Mstep: Class 2 contains 45464 members 
Entering Unmasked Estep 
Score: -9608553.000000 Penalty: 3672.022461
	Iteration 14Q: 3 clusters Score -9608553 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 45495 members 
Entering Unmasked Estep 
Score: -9608584.000000 Penalty: 3672.022461
	Iteration 15Q: 3 clusters Score -9608584 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 45543 members 
Entering Unmasked Estep 
Score: -9608640.000000 Penalty: 3672.022461
	Iteration 16Q: 3 clusters Score -9608640 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 45548 members 
Entering Unmasked Estep 
Score: -9608726.000000 Penalty: 3672.022461
	Iteration 17Q: 3 clusters Score -9608726 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 45566 members 
Entering Unmasked Estep 
Score: -9608782.000000 Penalty: 3672.022461
	Iteration 18Q: 3 clusters Score -9608782 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 45565 members 
Entering Unmasked Estep 
Score: -9608857.000000 Penalty: 3672.022461
	Iteration 19Q: 3 clusters Score -9608857 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 45572 members 
Entering Unmasked Estep 
Score: -9608941.000000 Penalty: 3672.022461
	Iteration 20F: 3 clusters Score -9608941 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35092 members 
Mstep: Class 2 contains 45611 members 
Entering Unmasked Estep 
Score: -9608982.000000 Penalty: 3672.022461
	Iteration 21Q: 3 clusters Score -9608982 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35061 members 
Mstep: Class 2 contains 45642 members 
Entering Unmasked Estep 
Score: -9608983.000000 Penalty: 3672.022461
	Iteration 22Q: 3 clusters Score -9608983 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35035 members 
Mstep: Class 2 contains 45668 members 
Entering Unmasked Estep 
Score: -9609041.000000 Penalty: 3672.022461
	Iteration 23Q: 3 clusters Score -9609041 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34995 members 
Mstep: Class 2 contains 45708 members 
Entering Unmasked Estep 
Score: -9609081.000000 Penalty: 3672.022461
	Iteration 24Q: 3 clusters Score -9609081 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 45765 members 
Entering Unmasked Estep 
Score: -9609112.000000 Penalty: 3672.022461
	Iteration 25Q: 3 clusters Score -9609112 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34835 members 
Mstep: Class 2 contains 45868 members 
Entering Unmasked Estep 
Score: -9609193.000000 Penalty: 3672.022461
	Iteration 26Q: 3 clusters Score -9609193 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34708 members 
Mstep: Class 2 contains 45995 members 
Entering Unmasked Estep 
Score: -9609230.000000 Penalty: 3672.022461
	Iteration 27Q: 3 clusters Score -9609230 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34530 members 
Mstep: Class 2 contains 46173 members 
Entering Unmasked Estep 
Score: -9609308.000000 Penalty: 3672.022461
	Iteration 28Q: 3 clusters Score -9609308 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 46333 members 
Entering Unmasked Estep 
Score: -9609326.000000 Penalty: 3672.022461
	Iteration 29Q: 3 clusters Score -9609326 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34237 members 
Mstep: Class 2 contains 46466 members 
Entering Unmasked Estep 
Score: -9609417.000000 Penalty: 3672.022461
	Iteration 30Q: 3 clusters Score -9609417 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34085 members 
Mstep: Class 2 contains 46618 members 
Entering Unmasked Estep 
Score: -9609502.000000 Penalty: 3672.022461
	Iteration 31Q: 3 clusters Score -9609502 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33917 members 
Mstep: Class 2 contains 46786 members 
Entering Unmasked Estep 
Score: -9609634.000000 Penalty: 3672.022461
	Iteration 32Q: 3 clusters Score -9609634 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33721 members 
Mstep: Class 2 contains 46982 members 
Entering Unmasked Estep 
Score: -9609751.000000 Penalty: 3672.022461
	Iteration 33Q: 3 clusters Score -9609751 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33538 members 
Mstep: Class 2 contains 47165 members 
Entering Unmasked Estep 
Score: -9609803.000000 Penalty: 3672.022461
	Iteration 34Q: 3 clusters Score -9609803 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33330 members 
Mstep: Class 2 contains 47373 members 
Entering Unmasked Estep 
Score: -9609916.000000 Penalty: 3672.022461
	Iteration 35Q: 3 clusters Score -9609916 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 47600 members 
Entering Unmasked Estep 
Score: -9610051.000000 Penalty: 3672.022461
	Iteration 36Q: 3 clusters Score -9610051 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32898 members 
Mstep: Class 2 contains 47805 members 
Entering Unmasked Estep 
Score: -9610215.000000 Penalty: 3672.022461
	Iteration 37Q: 3 clusters Score -9610215 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32721 members 
Mstep: Class 2 contains 47982 members 
Entering Unmasked Estep 
Score: -9610327.000000 Penalty: 3672.022461
	Iteration 38Q: 3 clusters Score -9610327 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32507 members 
Mstep: Class 2 contains 48196 members 
Entering Unmasked Estep 
Score: -9610491.000000 Penalty: 3672.022461
	Iteration 39Q: 3 clusters Score -9610491 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32272 members 
Mstep: Class 2 contains 48431 members 
Entering Unmasked Estep 
Score: -9610644.000000 Penalty: 3672.022461
	Iteration 40F: 3 clusters Score -9610644 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32001 members 
Mstep: Class 2 contains 48702 members 
Entering Unmasked Estep 
Score: -9610835.000000 Penalty: 3672.022461
	Iteration 41Q: 3 clusters Score -9610835 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31692 members 
Mstep: Class 2 contains 49011 members 
Entering Unmasked Estep 
Score: -9611018.000000 Penalty: 3672.022461
	Iteration 42Q: 3 clusters Score -9611018 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 49349 members 
Entering Unmasked Estep 
Score: -9611222.000000 Penalty: 3672.022461
	Iteration 43Q: 3 clusters Score -9611222 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30967 members 
Mstep: Class 2 contains 49736 members 
Entering Unmasked Estep 
Score: -9611502.000000 Penalty: 3672.022461
	Iteration 44Q: 3 clusters Score -9611502 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Mstep: Class 2 contains 50160 members 
Entering Unmasked Estep 
Score: -9611829.000000 Penalty: 3672.022461
	Iteration 45Q: 3 clusters Score -9611829 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 50679 members 
Entering Unmasked Estep 
Score: -9612213.000000 Penalty: 3672.022461
	Iteration 46Q: 3 clusters Score -9612213 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29513 members 
Mstep: Class 2 contains 51190 members 
Entering Unmasked Estep 
Score: -9612481.000000 Penalty: 3672.022461
	Iteration 47Q: 3 clusters Score -9612481 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 51767 members 
Entering Unmasked Estep 
Score: -9612833.000000 Penalty: 3672.022461
	Iteration 48Q: 3 clusters Score -9612833 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 52393 members 
Entering Unmasked Estep 
Score: -9613165.000000 Penalty: 3672.022461
	Iteration 49Q: 3 clusters Score -9613165 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 53058 members 
Entering Unmasked Estep 
Score: -9613674.000000 Penalty: 3672.022461
	Iteration 50Q: 3 clusters Score -9613674 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 53794 members 
Entering Unmasked Estep 
Score: -9614088.000000 Penalty: 3672.022461
	Iteration 51Q: 3 clusters Score -9614088 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Mstep: Class 2 contains 54597 members 
Entering Unmasked Estep 
Score: -9614481.000000 Penalty: 3672.022461
	Iteration 52Q: 3 clusters Score -9614481 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 55398 members 
Entering Unmasked Estep 
Score: -9614886.000000 Penalty: 3672.022461
	Iteration 53Q: 3 clusters Score -9614886 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 56142 members 
Entering Unmasked Estep 
Score: -9615212.000000 Penalty: 3672.022461
	Iteration 54Q: 3 clusters Score -9615212 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 56860 members 
Entering Unmasked Estep 
Score: -9615488.000000 Penalty: 3672.022461
	Iteration 55Q: 3 clusters Score -9615488 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 57563 members 
Entering Unmasked Estep 
Score: -9615807.000000 Penalty: 3672.022461
	Iteration 56Q: 3 clusters Score -9615807 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 58264 members 
Entering Unmasked Estep 
Score: -9616043.000000 Penalty: 3672.022461
	Iteration 57Q: 3 clusters Score -9616043 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 58962 members 
Entering Unmasked Estep 
Score: -9616254.000000 Penalty: 3672.022461
	Iteration 58Q: 3 clusters Score -9616254 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 59651 members 
Entering Unmasked Estep 
Score: -9616515.000000 Penalty: 3672.022461
	Iteration 59Q: 3 clusters Score -9616515 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 60334 members 
Entering Unmasked Estep 
Score: -9616752.000000 Penalty: 3672.022461
	Iteration 60F: 3 clusters Score -9616752 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 60997 members 
Entering Unmasked Estep 
Score: -9616916.000000 Penalty: 3672.022461
	Iteration 61Q: 3 clusters Score -9616916 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 61603 members 
Entering Unmasked Estep 
Score: -9617041.000000 Penalty: 3672.022461
	Iteration 62Q: 3 clusters Score -9617041 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 62157 members 
Entering Unmasked Estep 
Score: -9617130.000000 Penalty: 3672.022461
	Iteration 63Q: 3 clusters Score -9617130 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 62689 members 
Entering Unmasked Estep 
Score: -9617237.000000 Penalty: 3672.022461
	Iteration 64Q: 3 clusters Score -9617237 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 63219 members 
Entering Unmasked Estep 
Score: -9617368.000000 Penalty: 3672.022461
	Iteration 65Q: 3 clusters Score -9617368 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 63739 members 
Entering Unmasked Estep 
Score: -9617543.000000 Penalty: 3672.022461
	Iteration 66Q: 3 clusters Score -9617543 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 64240 members 
Entering Unmasked Estep 
Score: -9617654.000000 Penalty: 3672.022461
	Iteration 67Q: 3 clusters Score -9617654 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 64734 members 
Entering Unmasked Estep 
Score: -9617705.000000 Penalty: 3672.022461
	Iteration 68Q: 3 clusters Score -9617705 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 65235 members 
Entering Unmasked Estep 
Score: -9617788.000000 Penalty: 3672.022461
	Iteration 69Q: 3 clusters Score -9617788 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 65706 members 
Entering Unmasked Estep 
Score: -9617859.000000 Penalty: 3672.022461
	Iteration 70Q: 3 clusters Score -9617859 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 66138 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9617969 nChanged 435
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 66573 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9618030 nChanged 425
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 66998 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9618109 nChanged 410
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 67408 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9618200 nChanged 403
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 67811 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9618272 nChanged 342
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 68153 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 68466 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 68759 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9618407 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 69020 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9618437 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 69280 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9618519 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 69543 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9618550 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 69819 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9618585 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 70092 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9618630 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 70352 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9618688 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 70610 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9618725 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 70870 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9618781 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 71148 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9618832 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 71437 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9618863 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 71698 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9618935 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 71945 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9618966 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 72201 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9619028 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 72468 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9619080 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 72744 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9619085 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 73005 members 
Entering Unmasked Estep 
Score: -9619113.000000 Penalty: 3672.022461
	Iteration 94Q: 3 clusters Score -9619113 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 73272 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9619122 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 73543 members 
Entering Unmasked Estep 
Score: -9619179.000000 Penalty: 3672.022461
	Iteration 96Q: 3 clusters Score -9619179 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 73808 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9619244 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 74077 members 
Entering Unmasked Estep 
Score: -9619326.000000 Penalty: 3672.022461
	Iteration 98Q: 3 clusters Score -9619326 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 74358 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9619404 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 74662 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9619487 nChanged 298
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 74960 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9619554 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 75280 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9619624 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 75585 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9619707 nChanged 288
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 75871 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9619774 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 76161 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9619850 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 76460 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9619985 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 76770 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9620072 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 77072 members 
Entering Unmasked Estep 
Score: -9620141.000000 Penalty: 3672.022461
	Iteration 108Q: 3 clusters Score -9620141 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 77351 members 
Entering Unmasked Estep 
Score: -9620241.000000 Penalty: 3672.022461
	Iteration 109Q: 3 clusters Score -9620241 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 77608 members 
Entering Unmasked Estep 
Score: -9620343.000000 Penalty: 3672.022461
	Iteration 110Q: 3 clusters Score -9620343 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 77829 members 
Entering Unmasked Estep 
Score: -9620407.000000 Penalty: 3672.022461
	Iteration 111Q: 3 clusters Score -9620407 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 78031 members 
Entering Unmasked Estep 
Score: -9620464.000000 Penalty: 3672.022461
	Iteration 112Q: 3 clusters Score -9620464 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 78225 members 
Entering Unmasked Estep 
Score: -9620534.000000 Penalty: 3672.022461
	Iteration 113Q: 3 clusters Score -9620534 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 78391 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9620586 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 78528 members 
Entering Unmasked Estep 
Score: -9620624.000000 Penalty: 3672.022461
	Iteration 115Q: 3 clusters Score -9620624 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 78651 members 
Entering Unmasked Estep 
Score: -9620684.000000 Penalty: 3672.022461
	Iteration 116Q: 3 clusters Score -9620684 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 78771 members 
Entering Unmasked Estep 
Score: -9620707.000000 Penalty: 3672.022461
	Iteration 117Q: 3 clusters Score -9620707 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 78871 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9620742 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 78976 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9620768 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 79067 members 
Entering Unmasked Estep 
Score: -9620809.000000 Penalty: 3672.022461
	Iteration 120F: 3 clusters Score -9620809 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 79148 members 
Entering Unmasked Estep 
Score: -9620844.000000 Penalty: 3672.022461
	Iteration 121Q: 3 clusters Score -9620844 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 79226 members 
Entering Unmasked Estep 
Score: -9620872.000000 Penalty: 3672.022461
	Iteration 122Q: 3 clusters Score -9620872 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 79287 members 
Entering Unmasked Estep 
Score: -9620910.000000 Penalty: 3672.022461
	Iteration 123Q: 3 clusters Score -9620910 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 79340 members 
Entering Unmasked Estep 
Score: -9620924.000000 Penalty: 3672.022461
	Iteration 124Q: 3 clusters Score -9620924 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 79378 members 
Entering Unmasked Estep 
Score: -9620935.000000 Penalty: 3672.022461
	Iteration 125Q: 3 clusters Score -9620935 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 79412 members 
Entering Unmasked Estep 
Score: -9620956.000000 Penalty: 3672.022461
	Iteration 126Q: 3 clusters Score -9620956 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 79440 members 
Entering Unmasked Estep 
Score: -9620974.000000 Penalty: 3672.022461
	Iteration 127Q: 3 clusters Score -9620974 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 79461 members 
Entering Unmasked Estep 
Score: -9620970.000000 Penalty: 3672.022461
	Iteration 128Q: 3 clusters Score -9620970 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 79483 members 
Entering Unmasked Estep 
Score: -9620972.000000 Penalty: 3672.022461
	Iteration 129Q: 3 clusters Score -9620972 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 79501 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -9620976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 79517 members 
Entering Unmasked Estep 
Score: -9620982.000000 Penalty: 3672.022461
	Iteration 131Q: 3 clusters Score -9620982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 79532 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -9620986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 79548 members 
Entering Unmasked Estep 
Score: -9620979.000000 Penalty: 3672.022461
	Iteration 133Q: 3 clusters Score -9620979 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 79564 members 
Entering Unmasked Estep 
Score: -9620971.000000 Penalty: 3672.022461
	Iteration 134Q: 3 clusters Score -9620971 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 79579 members 
Entering Unmasked Estep 
Score: -9620976.000000 Penalty: 3672.022461
	Iteration 135Q: 3 clusters Score -9620976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 79592 members 
Entering Unmasked Estep 
Score: -9620976.000000 Penalty: 3672.022461
	Iteration 136Q: 3 clusters Score -9620976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 79599 members 
Entering Unmasked Estep 
Score: -9620980.000000 Penalty: 3672.022461
	Iteration 137Q: 3 clusters Score -9620980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 79606 members 
Entering Unmasked Estep 
Score: -9620986.000000 Penalty: 3672.022461
	Iteration 138Q: 3 clusters Score -9620986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 79616 members 
Entering Unmasked Estep 
Score: -9620992.000000 Penalty: 3672.022461
	Iteration 139Q: 3 clusters Score -9620992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 79624 members 
Entering Unmasked Estep 
Score: -9620998.000000 Penalty: 3672.022461
	Iteration 140F: 3 clusters Score -9620998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 79630 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -9620998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 79636 members 
Entering Unmasked Estep 
Score: -9620997.000000 Penalty: 3672.022461
	Iteration 142Q: 3 clusters Score -9620997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 79641 members 
Entering Unmasked Estep 
Score: -9621002.000000 Penalty: 3672.022461
	Iteration 143Q: 3 clusters Score -9621002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 79642 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -9621002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 79645 members 
Entering Unmasked Estep 
Score: -9621005.000000 Penalty: 3672.022461
	Iteration 145Q: 3 clusters Score -9621005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 79648 members 
Entering Unmasked Estep 
Score: -9621000.000000 Penalty: 3672.022461
	Iteration 146Q: 3 clusters Score -9621000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 79649 members 
Entering Unmasked Estep 
Score: -9621001.000000 Penalty: 3672.022461
	Iteration 147Q: 3 clusters Score -9621001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 79650 members 
Entering Unmasked Estep 
Score: -9620999.000000 Penalty: 3672.022461
	Iteration 148Q: 3 clusters Score -9620999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 79651 members 
Entering Unmasked Estep 
Score: -9620994.000000 Penalty: 3672.022461
	Iteration 149Q: 3 clusters Score -9620994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 79657 members 
Entering Unmasked Estep 
Score: -9621003.000000 Penalty: 3672.022461
	Iteration 150Q: 3 clusters Score -9621003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 79658 members 
Entering Unmasked Estep 
Score: -9620997.000000 Penalty: 3672.022461
	Iteration 151Q: 3 clusters Score -9620997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 79660 members 
Entering Unmasked Estep 
Score: -9620995.000000 Penalty: 3672.022461
	Iteration 152Q: 3 clusters Score -9620995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 79665 members 
Entering Unmasked Estep 
Score: -9621006.000000 Penalty: 3672.022461
	Iteration 153Q: 3 clusters Score -9621006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 79667 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -9621006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 79668 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -9621005 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 79668 members 
Entering Unmasked Estep 
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	Iteration 156F: 3 clusters Score -9621005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (82244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82244 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -9792901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40959 members 
Mstep: Class 2 contains 41285 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -9738097 nChanged 39264
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39485 members 
Mstep: Class 2 contains 42759 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -9760562 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38341 members 
Mstep: Class 2 contains 43903 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -9761185 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36597 members 
Mstep: Class 2 contains 45647 members 
Entering Unmasked Estep 
Score: -9761927.000000 Penalty: 3678.169922
	Iteration 3Q: 3 clusters Score -9761927 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33956 members 
Mstep: Class 2 contains 48288 members 
Entering Unmasked Estep 
Score: -9763145.000000 Penalty: 3678.169922
	Iteration 4Q: 3 clusters Score -9763145 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30139 members 
Mstep: Class 2 contains 52105 members 
Entering Unmasked Estep 
Score: -9765298.000000 Penalty: 3678.169922
	Iteration 5F: 3 clusters Score -9765298 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 57275 members 
Entering Unmasked Estep 
Score: -9768918.000000 Penalty: 3678.169922
	Iteration 6F: 3 clusters Score -9768918 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 63272 members 
Entering Unmasked Estep 
Score: -9773968.000000 Penalty: 3678.169922
	Iteration 7F: 3 clusters Score -9773968 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 68964 members 
Entering Unmasked Estep 
Score: -9779456.000000 Penalty: 3678.169922
	Iteration 8F: 3 clusters Score -9779456 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 73520 members 
Entering Unmasked Estep 
Score: -9783908.000000 Penalty: 3678.169922
	Iteration 9F: 3 clusters Score -9783908 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 76661 members 
Entering Unmasked Estep 
Score: -9786799.000000 Penalty: 3678.169922
	Iteration 10Q: 3 clusters Score -9786799 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 78708 members 
Entering Unmasked Estep 
Score: -9788607.000000 Penalty: 3678.169922
	Iteration 11Q: 3 clusters Score -9788607 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 80054 members 
Entering Unmasked Estep 
Score: -9789749.000000 Penalty: 3678.169922
	Iteration 12Q: 3 clusters Score -9789749 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 80919 members 
Entering Unmasked Estep 
Score: -9790425.000000 Penalty: 3678.169922
	Iteration 13Q: 3 clusters Score -9790425 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 81418 members 
Entering Unmasked Estep 
Score: -9790808.000000 Penalty: 3678.169922
	Iteration 14Q: 3 clusters Score -9790808 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 81654 members 
Entering Unmasked Estep 
Score: -9790992.000000 Penalty: 3678.169922
	Iteration 15Q: 3 clusters Score -9790992 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 81767 members 
Entering Unmasked Estep 
Score: -9791100.000000 Penalty: 3678.169922
	Iteration 16Q: 3 clusters Score -9791100 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 81840 members 
Entering Unmasked Estep 
Score: -9791165.000000 Penalty: 3678.169922
	Iteration 17Q: 3 clusters Score -9791165 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 81872 members 
Entering Unmasked Estep 
Score: -9791187.000000 Penalty: 3678.169922
	Iteration 18Q: 3 clusters Score -9791187 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 81899 members 
Entering Unmasked Estep 
Score: -9791207.000000 Penalty: 3678.169922
	Iteration 19Q: 3 clusters Score -9791207 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 81923 members 
Entering Unmasked Estep 
Score: -9791253.000000 Penalty: 3678.169922
	Iteration 20F: 3 clusters Score -9791253 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 81931 members 
Entering Unmasked Estep 
Score: -9791276.000000 Penalty: 3678.169922
	Iteration 21Q: 3 clusters Score -9791276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 81935 members 
Entering Unmasked Estep 
Score: -9791283.000000 Penalty: 3678.169922
	Iteration 22Q: 3 clusters Score -9791283 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 81939 members 
Entering Unmasked Estep 
Score: -9791289.000000 Penalty: 3678.169922
	Iteration 23Q: 3 clusters Score -9791289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 81942 members 
Entering Unmasked Estep 
Score: -9791285.000000 Penalty: 3678.169922
	Iteration 24Q: 3 clusters Score -9791285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 81940 members 
Entering Unmasked Estep 
Score: -9791286.000000 Penalty: 3678.169922
	Iteration 25Q: 3 clusters Score -9791286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 81941 members 
Entering Unmasked Estep 
Score: -9791291.000000 Penalty: 3678.169922
	Iteration 26Q: 3 clusters Score -9791291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 81942 members 
Entering Unmasked Estep 
Score: -9791298.000000 Penalty: 3678.169922
	Iteration 27Q: 3 clusters Score -9791298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 81943 members 
Entering Unmasked Estep 
Score: -9791298.000000 Penalty: 3678.169922
	Iteration 28Q: 3 clusters Score -9791298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 81944 members 
Entering Unmasked Estep 
Score: -9791295.000000 Penalty: 3678.169922
	Iteration 29Q: 3 clusters Score -9791295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 81944 members 
Entering Unmasked Estep 
Score: -9791295.000000 Penalty: 3678.169922
	Iteration 30Q: 3 clusters Score -9791295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 81944 members 
Entering Unmasked Estep 
Score: -9791295.000000 Penalty: 3678.169922
	Iteration 31F: 3 clusters Score -9791295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Entering Unmasked Estep 
Score: -776989.937500 Penalty: 1427.002686
	Iteration 0F: 2 clusters Score -776989.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -772033.312500 Penalty: 2854.005371
	Iteration 0F: 3 clusters Score -772033.3 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -773448.000000 Penalty: 2854.005371
	Iteration 1F: 3 clusters Score -773448 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -773653.625000 Penalty: 2854.005371
	Iteration 2F: 3 clusters Score -773653.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -773794.125000 Penalty: 2854.005371
	Iteration 3Q: 3 clusters Score -773794.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -773928.187500 Penalty: 2854.005371
	Iteration 4Q: 3 clusters Score -773928.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -774078.437500 Penalty: 2854.005371
	Iteration 5Q: 3 clusters Score -774078.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -774244.375000 Penalty: 2854.005371
	Iteration 6Q: 3 clusters Score -774244.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -774468.875000 Penalty: 2854.005371
	Iteration 7Q: 3 clusters Score -774468.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -774757.000000 Penalty: 2854.005371
	Iteration 8F: 3 clusters Score -774757 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -775080.875000 Penalty: 2854.005371
	Iteration 9F: 3 clusters Score -775080.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -775289.187500 Penalty: 2854.005371
	Iteration 10Q: 3 clusters Score -775289.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -775447.687500 Penalty: 2854.005371
	Iteration 11Q: 3 clusters Score -775447.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -775537.750000 Penalty: 2854.005371
	Iteration 12Q: 3 clusters Score -775537.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -775609.375000 Penalty: 2854.005371
	Iteration 13Q: 3 clusters Score -775609.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -775654.562500 Penalty: 2854.005371
	Iteration 14Q: 3 clusters Score -775654.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -775691.312500 Penalty: 2854.005371
	Iteration 15Q: 3 clusters Score -775691.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -775711.625000 Penalty: 2854.005371
	Iteration 16Q: 3 clusters Score -775711.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -775722.687500 Penalty: 2854.005371
	Iteration 17Q: 3 clusters Score -775722.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -775725.937500 Penalty: 2854.005371
	Iteration 18Q: 3 clusters Score -775725.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -775729.875000 Penalty: 2854.005371
	Iteration 19Q: 3 clusters Score -775729.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -775728.937500 Penalty: 2854.005371
	Iteration 20F: 3 clusters Score -775728.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (9535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Entering Unmasked Estep 
Score: -1107764.375000 Penalty: 1488.942749
	Iteration 0F: 2 clusters Score -1107764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1100844.875000 Penalty: 2977.885498
	Iteration 0F: 3 clusters Score -1100845 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1103052.000000 Penalty: 2977.885498
	Iteration 1F: 3 clusters Score -1103052 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1103288.875000 Penalty: 2977.885498
	Iteration 2F: 3 clusters Score -1103289 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1103471.750000 Penalty: 2977.885498
	Iteration 3Q: 3 clusters Score -1103472 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1103632.125000 Penalty: 2977.885498
	Iteration 4Q: 3 clusters Score -1103632 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1103777.375000 Penalty: 2977.885498
	Iteration 5Q: 3 clusters Score -1103777 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1103945.500000 Penalty: 2977.885498
	Iteration 6Q: 3 clusters Score -1103946 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1104113.000000 Penalty: 2977.885498
	Iteration 7Q: 3 clusters Score -1104113 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1104310.125000 Penalty: 2977.885498
	Iteration 8Q: 3 clusters Score -1104310 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1104547.125000 Penalty: 2977.885498
	Iteration 9Q: 3 clusters Score -1104547 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1104782.375000 Penalty: 2977.885498
	Iteration 10Q: 3 clusters Score -1104782 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1105054.875000 Penalty: 2977.885498
	Iteration 11Q: 3 clusters Score -1105055 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1105307.000000 Penalty: 2977.885498
	Iteration 12Q: 3 clusters Score -1105307 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1105519.125000 Penalty: 2977.885498
	Iteration 13Q: 3 clusters Score -1105519 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1105727.000000 Penalty: 2977.885498
	Iteration 14Q: 3 clusters Score -1105727 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1105892.750000 Penalty: 2977.885498
	Iteration 15Q: 3 clusters Score -1105893 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1106015.125000 Penalty: 2977.885498
	Iteration 16Q: 3 clusters Score -1106015 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1106110.750000 Penalty: 2977.885498
	Iteration 17Q: 3 clusters Score -1106111 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1106186.625000 Penalty: 2977.885498
	Iteration 18Q: 3 clusters Score -1106187 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1106255.375000 Penalty: 2977.885498
	Iteration 19Q: 3 clusters Score -1106255 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1106306.625000 Penalty: 2977.885498
	Iteration 20F: 3 clusters Score -1106307 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1106340.375000 Penalty: 2977.885498
	Iteration 21Q: 3 clusters Score -1106340 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1106365.375000 Penalty: 2977.885498
	Iteration 22Q: 3 clusters Score -1106365 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1106386.875000 Penalty: 2977.885498
	Iteration 23Q: 3 clusters Score -1106387 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1106409.875000 Penalty: 2977.885498
	Iteration 24Q: 3 clusters Score -1106410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1106423.000000 Penalty: 2977.885498
	Iteration 25Q: 3 clusters Score -1106423 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1106432.625000 Penalty: 2977.885498
	Iteration 26Q: 3 clusters Score -1106433 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1106448.500000 Penalty: 2977.885498
	Iteration 27Q: 3 clusters Score -1106448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1106460.875000 Penalty: 2977.885498
	Iteration 28Q: 3 clusters Score -1106461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1106464.625000 Penalty: 2977.885498
	Iteration 29Q: 3 clusters Score -1106465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1106466.500000 Penalty: 2977.885498
	Iteration 30Q: 3 clusters Score -1106466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1106473.000000 Penalty: 2977.885498
	Iteration 31Q: 3 clusters Score -1106473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1106477.000000 Penalty: 2977.885498
	Iteration 32Q: 3 clusters Score -1106477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1106478.750000 Penalty: 2977.885498
	Iteration 33Q: 3 clusters Score -1106479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1106479.750000 Penalty: 2977.885498
	Iteration 34Q: 3 clusters Score -1106480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1106478.500000 Penalty: 2977.885498
	Iteration 35Q: 3 clusters Score -1106478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1106478.500000 Penalty: 2977.885498
	Iteration 36F: 3 clusters Score -1106478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (79480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79480 members 
Entering Unmasked Estep 
Score: -9016288.000000 Penalty: 1833.529785
	Iteration 0F: 2 clusters Score -9016288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39661 members 
Mstep: Class 2 contains 39819 members 
Entering Unmasked Estep 
Score: -8963030.000000 Penalty: 3667.059570
	Iteration 0F: 3 clusters Score -8963030 nChanged 37832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39417 members 
Mstep: Class 2 contains 40063 members 
Entering Unmasked Estep 
Score: -8984766.000000 Penalty: 3667.059570
	Iteration 1F: 3 clusters Score -8984766 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39050 members 
Mstep: Class 2 contains 40430 members 
Entering Unmasked Estep 
Score: -8985391.000000 Penalty: 3667.059570
	Iteration 2Q: 3 clusters Score -8985391 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 40998 members 
Entering Unmasked Estep 
Score: -8986220.000000 Penalty: 3667.059570
	Iteration 3Q: 3 clusters Score -8986220 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 41899 members 
Entering Unmasked Estep 
Score: -8987142.000000 Penalty: 3667.059570
	Iteration 4Q: 3 clusters Score -8987142 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36174 members 
Mstep: Class 2 contains 43306 members 
Entering Unmasked Estep 
Score: -8988567.000000 Penalty: 3667.059570
	Iteration 5Q: 3 clusters Score -8988567 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 45264 members 
Entering Unmasked Estep 
Score: -8990540.000000 Penalty: 3667.059570
	Iteration 6Q: 3 clusters Score -8990540 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31669 members 
Mstep: Class 2 contains 47811 members 
Entering Unmasked Estep 
Score: -8993462.000000 Penalty: 3667.059570
	Iteration 7F: 3 clusters Score -8993462 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 50565 members 
Entering Unmasked Estep 
Score: -8997364.000000 Penalty: 3667.059570
	Iteration 8F: 3 clusters Score -8997364 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 53153 members 
Entering Unmasked Estep 
Score: -9001265.000000 Penalty: 3667.059570
	Iteration 9F: 3 clusters Score -9001265 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 55020 members 
Entering Unmasked Estep 
Score: -9003970.000000 Penalty: 3667.059570
	Iteration 10F: 3 clusters Score -9003970 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 56385 members 
Entering Unmasked Estep 
Score: -9005524.000000 Penalty: 3667.059570
	Iteration 11Q: 3 clusters Score -9005524 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 57587 members 
Entering Unmasked Estep 
Score: -9006306.000000 Penalty: 3667.059570
	Iteration 12Q: 3 clusters Score -9006306 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 58671 members 
Entering Unmasked Estep 
Score: -9006932.000000 Penalty: 3667.059570
	Iteration 13Q: 3 clusters Score -9006932 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 59697 members 
Entering Unmasked Estep 
Score: -9007552.000000 Penalty: 3667.059570
	Iteration 14Q: 3 clusters Score -9007552 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 60655 members 
Entering Unmasked Estep 
Score: -9008000.000000 Penalty: 3667.059570
	Iteration 15Q: 3 clusters Score -9008000 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 61564 members 
Entering Unmasked Estep 
Score: -9008462.000000 Penalty: 3667.059570
	Iteration 16Q: 3 clusters Score -9008462 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 62477 members 
Entering Unmasked Estep 
Score: -9008870.000000 Penalty: 3667.059570
	Iteration 17Q: 3 clusters Score -9008870 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 63362 members 
Entering Unmasked Estep 
Score: -9009307.000000 Penalty: 3667.059570
	Iteration 18Q: 3 clusters Score -9009307 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 64213 members 
Entering Unmasked Estep 
Score: -9009610.000000 Penalty: 3667.059570
	Iteration 19Q: 3 clusters Score -9009610 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 65044 members 
Entering Unmasked Estep 
Score: -9009989.000000 Penalty: 3667.059570
	Iteration 20F: 3 clusters Score -9009989 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 65874 members 
Entering Unmasked Estep 
Score: -9010261.000000 Penalty: 3667.059570
	Iteration 21Q: 3 clusters Score -9010261 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 66689 members 
Entering Unmasked Estep 
Score: -9010542.000000 Penalty: 3667.059570
	Iteration 22Q: 3 clusters Score -9010542 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 67452 members 
Entering Unmasked Estep 
Score: -9010878.000000 Penalty: 3667.059570
	Iteration 23Q: 3 clusters Score -9010878 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 68209 members 
Entering Unmasked Estep 
Score: -9011146.000000 Penalty: 3667.059570
	Iteration 24Q: 3 clusters Score -9011146 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 68968 members 
Entering Unmasked Estep 
Score: -9011404.000000 Penalty: 3667.059570
	Iteration 25Q: 3 clusters Score -9011404 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 69699 members 
Entering Unmasked Estep 
Score: -9011655.000000 Penalty: 3667.059570
	Iteration 26Q: 3 clusters Score -9011655 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 70395 members 
Entering Unmasked Estep 
Score: -9011879.000000 Penalty: 3667.059570
	Iteration 27Q: 3 clusters Score -9011879 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 71048 members 
Entering Unmasked Estep 
Score: -9012057.000000 Penalty: 3667.059570
	Iteration 28Q: 3 clusters Score -9012057 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 71676 members 
Entering Unmasked Estep 
Score: -9012226.000000 Penalty: 3667.059570
	Iteration 29Q: 3 clusters Score -9012226 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 72304 members 
Entering Unmasked Estep 
Score: -9012533.000000 Penalty: 3667.059570
	Iteration 30Q: 3 clusters Score -9012533 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 72907 members 
Entering Unmasked Estep 
Score: -9012755.000000 Penalty: 3667.059570
	Iteration 31Q: 3 clusters Score -9012755 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 73465 members 
Entering Unmasked Estep 
Score: -9012919.000000 Penalty: 3667.059570
	Iteration 32Q: 3 clusters Score -9012919 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 73954 members 
Entering Unmasked Estep 
Score: -9013078.000000 Penalty: 3667.059570
	Iteration 33Q: 3 clusters Score -9013078 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 74435 members 
Entering Unmasked Estep 
Score: -9013255.000000 Penalty: 3667.059570
	Iteration 34Q: 3 clusters Score -9013255 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 74863 members 
Entering Unmasked Estep 
Score: -9013443.000000 Penalty: 3667.059570
	Iteration 35Q: 3 clusters Score -9013443 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 75289 members 
Entering Unmasked Estep 
Score: -9013588.000000 Penalty: 3667.059570
	Iteration 36Q: 3 clusters Score -9013588 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 75655 members 
Entering Unmasked Estep 
Score: -9013722.000000 Penalty: 3667.059570
	Iteration 37Q: 3 clusters Score -9013722 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 76016 members 
Entering Unmasked Estep 
Score: -9013821.000000 Penalty: 3667.059570
	Iteration 38Q: 3 clusters Score -9013821 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 76348 members 
Entering Unmasked Estep 
Score: -9013955.000000 Penalty: 3667.059570
	Iteration 39Q: 3 clusters Score -9013955 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 76643 members 
Entering Unmasked Estep 
Score: -9014083.000000 Penalty: 3667.059570
	Iteration 40F: 3 clusters Score -9014083 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 76891 members 
Entering Unmasked Estep 
Score: -9014171.000000 Penalty: 3667.059570
	Iteration 41Q: 3 clusters Score -9014171 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 77116 members 
Entering Unmasked Estep 
Score: -9014269.000000 Penalty: 3667.059570
	Iteration 42Q: 3 clusters Score -9014269 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 77316 members 
Entering Unmasked Estep 
Score: -9014343.000000 Penalty: 3667.059570
	Iteration 43Q: 3 clusters Score -9014343 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 77502 members 
Entering Unmasked Estep 
Score: -9014422.000000 Penalty: 3667.059570
	Iteration 44Q: 3 clusters Score -9014422 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 77665 members 
Entering Unmasked Estep 
Score: -9014477.000000 Penalty: 3667.059570
	Iteration 45Q: 3 clusters Score -9014477 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 77812 members 
Entering Unmasked Estep 
Score: -9014550.000000 Penalty: 3667.059570
	Iteration 46Q: 3 clusters Score -9014550 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 77946 members 
Entering Unmasked Estep 
Score: -9014583.000000 Penalty: 3667.059570
	Iteration 47Q: 3 clusters Score -9014583 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 78042 members 
Entering Unmasked Estep 
Score: -9014623.000000 Penalty: 3667.059570
	Iteration 48Q: 3 clusters Score -9014623 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 78112 members 
Entering Unmasked Estep 
Score: -9014660.000000 Penalty: 3667.059570
	Iteration 49Q: 3 clusters Score -9014660 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 78182 members 
Entering Unmasked Estep 
Score: -9014672.000000 Penalty: 3667.059570
	Iteration 50Q: 3 clusters Score -9014672 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 78241 members 
Entering Unmasked Estep 
Score: -9014712.000000 Penalty: 3667.059570
	Iteration 51Q: 3 clusters Score -9014712 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 78299 members 
Entering Unmasked Estep 
Score: -9014740.000000 Penalty: 3667.059570
	Iteration 52Q: 3 clusters Score -9014740 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 78340 members 
Entering Unmasked Estep 
Score: -9014755.000000 Penalty: 3667.059570
	Iteration 53Q: 3 clusters Score -9014755 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 78375 members 
Entering Unmasked Estep 
Score: -9014762.000000 Penalty: 3667.059570
	Iteration 54Q: 3 clusters Score -9014762 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 78404 members 
Entering Unmasked Estep 
Score: -9014793.000000 Penalty: 3667.059570
	Iteration 55Q: 3 clusters Score -9014793 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 78435 members 
Entering Unmasked Estep 
Score: -9014808.000000 Penalty: 3667.059570
	Iteration 56Q: 3 clusters Score -9014808 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 78459 members 
Entering Unmasked Estep 
Score: -9014816.000000 Penalty: 3667.059570
	Iteration 57Q: 3 clusters Score -9014816 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 78478 members 
Entering Unmasked Estep 
Score: -9014830.000000 Penalty: 3667.059570
	Iteration 58Q: 3 clusters Score -9014830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 78490 members 
Entering Unmasked Estep 
Score: -9014830.000000 Penalty: 3667.059570
	Iteration 59Q: 3 clusters Score -9014830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 78499 members 
Entering Unmasked Estep 
Score: -9014835.000000 Penalty: 3667.059570
	Iteration 60F: 3 clusters Score -9014835 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 78508 members 
Entering Unmasked Estep 
Score: -9014829.000000 Penalty: 3667.059570
	Iteration 61Q: 3 clusters Score -9014829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 78521 members 
Entering Unmasked Estep 
Score: -9014836.000000 Penalty: 3667.059570
	Iteration 62Q: 3 clusters Score -9014836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 78533 members 
Entering Unmasked Estep 
Score: -9014844.000000 Penalty: 3667.059570
	Iteration 63Q: 3 clusters Score -9014844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 78542 members 
Entering Unmasked Estep 
Score: -9014841.000000 Penalty: 3667.059570
	Iteration 64Q: 3 clusters Score -9014841 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 78556 members 
Entering Unmasked Estep 
Score: -9014849.000000 Penalty: 3667.059570
	Iteration 65Q: 3 clusters Score -9014849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 78564 members 
Entering Unmasked Estep 
Score: -9014841.000000 Penalty: 3667.059570
	Iteration 66Q: 3 clusters Score -9014841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 78573 members 
Entering Unmasked Estep 
Score: -9014849.000000 Penalty: 3667.059570
	Iteration 67Q: 3 clusters Score -9014849 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 78581 members 
Entering Unmasked Estep 
Score: -9014856.000000 Penalty: 3667.059570
	Iteration 68Q: 3 clusters Score -9014856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 78590 members 
Entering Unmasked Estep 
Score: -9014858.000000 Penalty: 3667.059570
	Iteration 69Q: 3 clusters Score -9014858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 78599 members 
Entering Unmasked Estep 
Score: -9014861.000000 Penalty: 3667.059570
	Iteration 70Q: 3 clusters Score -9014861 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 78612 members 
Entering Unmasked Estep 
Score: -9014880.000000 Penalty: 3667.059570
	Iteration 71Q: 3 clusters Score -9014880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 78619 members 
Entering Unmasked Estep 
Score: -9014883.000000 Penalty: 3667.059570
	Iteration 72Q: 3 clusters Score -9014883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 78628 members 
Entering Unmasked Estep 
Score: -9014877.000000 Penalty: 3667.059570
	Iteration 73Q: 3 clusters Score -9014877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 78634 members 
Entering Unmasked Estep 
Score: -9014877.000000 Penalty: 3667.059570
	Iteration 74Q: 3 clusters Score -9014877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 78638 members 
Entering Unmasked Estep 
Score: -9014870.000000 Penalty: 3667.059570
	Iteration 75Q: 3 clusters Score -9014870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 78644 members 
Entering Unmasked Estep 
Score: -9014876.000000 Penalty: 3667.059570
	Iteration 76Q: 3 clusters Score -9014876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 78650 members 
Entering Unmasked Estep 
Score: -9014874.000000 Penalty: 3667.059570
	Iteration 77Q: 3 clusters Score -9014874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 78657 members 
Entering Unmasked Estep 
Score: -9014876.000000 Penalty: 3667.059570
	Iteration 78Q: 3 clusters Score -9014876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 78660 members 
Entering Unmasked Estep 
Score: -9014880.000000 Penalty: 3667.059570
	Iteration 79Q: 3 clusters Score -9014880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 78664 members 
Entering Unmasked Estep 
Score: -9014884.000000 Penalty: 3667.059570
	Iteration 80F: 3 clusters Score -9014884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 78668 members 
Entering Unmasked Estep 
Score: -9014891.000000 Penalty: 3667.059570
	Iteration 81Q: 3 clusters Score -9014891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 78673 members 
Entering Unmasked Estep 
Score: -9014895.000000 Penalty: 3667.059570
	Iteration 82Q: 3 clusters Score -9014895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 78678 members 
Entering Unmasked Estep 
Score: -9014896.000000 Penalty: 3667.059570
	Iteration 83Q: 3 clusters Score -9014896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 78680 members 
Entering Unmasked Estep 
Score: -9014894.000000 Penalty: 3667.059570
	Iteration 84Q: 3 clusters Score -9014894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 78678 members 
Entering Unmasked Estep 
Score: -9014890.000000 Penalty: 3667.059570
	Iteration 85Q: 3 clusters Score -9014890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 78678 members 
Entering Unmasked Estep 
Score: -9014890.000000 Penalty: 3667.059570
	Iteration 86F: 3 clusters Score -9014890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Entering Unmasked Estep 
Score: -31253.927734 Penalty: 946.725037
	Iteration 0F: 2 clusters Score -31253.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -30364.986328 Penalty: 1893.450073
	Iteration 0F: 3 clusters Score -30364.99 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -30497.371094 Penalty: 1893.450073
	Iteration 1F: 3 clusters Score -30497.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -30539.316406 Penalty: 1893.450073
	Iteration 2F: 3 clusters Score -30539.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -30548.390625 Penalty: 1893.450073
	Iteration 3Q: 3 clusters Score -30548.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -30551.447266 Penalty: 1893.450073
	Iteration 4Q: 3 clusters Score -30551.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -30552.087891 Penalty: 1893.450073
	Iteration 5Q: 3 clusters Score -30552.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -30552.087891 Penalty: 1893.450073
	Iteration 6F: 3 clusters Score -30552.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Entering Unmasked Estep 
Score: -85175.210938 Penalty: 1089.865112
	Iteration 0F: 2 clusters Score -85175.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -83892.281250 Penalty: 2179.730225
	Iteration 0F: 3 clusters Score -83892.28 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -84150.906250 Penalty: 2179.730225
	Iteration 1F: 3 clusters Score -84150.91 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -84224.453125 Penalty: 2179.730225
	Iteration 2F: 3 clusters Score -84224.45 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -84267.953125 Penalty: 2179.730225
	Iteration 3Q: 3 clusters Score -84267.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -84307.609375 Penalty: 2179.730225
	Iteration 4Q: 3 clusters Score -84307.61 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -84347.531250 Penalty: 2179.730225
	Iteration 5Q: 3 clusters Score -84347.53 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -84400.640625 Penalty: 2179.730225
	Iteration 6Q: 3 clusters Score -84400.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -84440.531250 Penalty: 2179.730225
	Iteration 7Q: 3 clusters Score -84440.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -84474.757812 Penalty: 2179.730225
	Iteration 8Q: 3 clusters Score -84474.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -84505.476562 Penalty: 2179.730225
	Iteration 9Q: 3 clusters Score -84505.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -84535.117188 Penalty: 2179.730225
	Iteration 10Q: 3 clusters Score -84535.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -84548.476562 Penalty: 2179.730225
	Iteration 11Q: 3 clusters Score -84548.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -84564.070312 Penalty: 2179.730225
	Iteration 12Q: 3 clusters Score -84564.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -84569.476562 Penalty: 2179.730225
	Iteration 13Q: 3 clusters Score -84569.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -84573.945312 Penalty: 2179.730225
	Iteration 14F: 3 clusters Score -84573.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -84583.125000 Penalty: 2179.730225
	Iteration 15Q: 3 clusters Score -84583.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -84600.289062 Penalty: 2179.730225
	Iteration 16Q: 3 clusters Score -84600.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -84617.164062 Penalty: 2179.730225
	Iteration 17Q: 3 clusters Score -84617.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -84623.421875 Penalty: 2179.730225
	Iteration 18Q: 3 clusters Score -84623.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -84634.679688 Penalty: 2179.730225
	Iteration 19Q: 3 clusters Score -84634.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -84642.054688 Penalty: 2179.730225
	Iteration 20F: 3 clusters Score -84642.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -84651.757812 Penalty: 2179.730225
	Iteration 21Q: 3 clusters Score -84651.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -84663.687500 Penalty: 2179.730225
	Iteration 22Q: 3 clusters Score -84663.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -84673.062500 Penalty: 2179.730225
	Iteration 23Q: 3 clusters Score -84673.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -84677.031250 Penalty: 2179.730225
	Iteration 24Q: 3 clusters Score -84677.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -84681.117188 Penalty: 2179.730225
	Iteration 25Q: 3 clusters Score -84681.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -84686.179688 Penalty: 2179.730225
	Iteration 26Q: 3 clusters Score -84686.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -84686.179688 Penalty: 2179.730225
	Iteration 27F: 3 clusters Score -84686.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Entering Unmasked Estep 
Score: -36726.667969 Penalty: 1001.538635
	Iteration 0F: 2 clusters Score -36726.67 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 248 members 
Entering Unmasked Estep 
Score: -35752.765625 Penalty: 2003.077271
	Iteration 0F: 3 clusters Score -35752.77 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -35996.535156 Penalty: 2003.077271
	Iteration 1F: 3 clusters Score -35996.54 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -36090.050781 Penalty: 2003.077271
	Iteration 2F: 3 clusters Score -36090.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -36129.011719 Penalty: 2003.077271
	Iteration 3Q: 3 clusters Score -36129.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -36162.175781 Penalty: 2003.077271
	Iteration 4Q: 3 clusters Score -36162.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -36176.671875 Penalty: 2003.077271
	Iteration 5Q: 3 clusters Score -36176.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -36192.812500 Penalty: 2003.077271
	Iteration 6Q: 3 clusters Score -36192.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -36200.019531 Penalty: 2003.077271
	Iteration 7Q: 3 clusters Score -36200.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -36213.503906 Penalty: 2003.077271
	Iteration 8Q: 3 clusters Score -36213.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -36217.277344 Penalty: 2003.077271
	Iteration 9Q: 3 clusters Score -36217.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -36220.652344 Penalty: 2003.077271
	Iteration 10Q: 3 clusters Score -36220.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -36222.070312 Penalty: 2003.077271
	Iteration 11Q: 3 clusters Score -36222.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -36222.070312 Penalty: 2003.077271
	Iteration 12F: 3 clusters Score -36222.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (10966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Entering Unmasked Estep 
Score: -1305083.750000 Penalty: 1511.665161
	Iteration 0F: 2 clusters Score -1305084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1297302.250000 Penalty: 3023.330322
	Iteration 0F: 3 clusters Score -1297302 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1299863.875000 Penalty: 3023.330322
	Iteration 1F: 3 clusters Score -1299864 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1300064.375000 Penalty: 3023.330322
	Iteration 2F: 3 clusters Score -1300064 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1300217.250000 Penalty: 3023.330322
	Iteration 3Q: 3 clusters Score -1300217 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1300327.500000 Penalty: 3023.330322
	Iteration 4Q: 3 clusters Score -1300328 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1300419.625000 Penalty: 3023.330322
	Iteration 5Q: 3 clusters Score -1300420 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1300505.750000 Penalty: 3023.330322
	Iteration 6Q: 3 clusters Score -1300506 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1300586.125000 Penalty: 3023.330322
	Iteration 7Q: 3 clusters Score -1300586 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1300681.750000 Penalty: 3023.330322
	Iteration 8Q: 3 clusters Score -1300682 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1300779.375000 Penalty: 3023.330322
	Iteration 9Q: 3 clusters Score -1300779 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1300902.125000 Penalty: 3023.330322
	Iteration 10Q: 3 clusters Score -1300902 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1301069.625000 Penalty: 3023.330322
	Iteration 11Q: 3 clusters Score -1301070 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1301250.625000 Penalty: 3023.330322
	Iteration 12Q: 3 clusters Score -1301251 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1301467.000000 Penalty: 3023.330322
	Iteration 13Q: 3 clusters Score -1301467 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1301789.875000 Penalty: 3023.330322
	Iteration 14Q: 3 clusters Score -1301790 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1302174.125000 Penalty: 3023.330322
	Iteration 15Q: 3 clusters Score -1302174 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1302571.875000 Penalty: 3023.330322
	Iteration 16Q: 3 clusters Score -1302572 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1302956.250000 Penalty: 3023.330322
	Iteration 17Q: 3 clusters Score -1302956 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1303245.000000 Penalty: 3023.330322
	Iteration 18Q: 3 clusters Score -1303245 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1303450.250000 Penalty: 3023.330322
	Iteration 19Q: 3 clusters Score -1303450 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1303587.250000 Penalty: 3023.330322
	Iteration 20F: 3 clusters Score -1303587 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1303644.875000 Penalty: 3023.330322
	Iteration 21Q: 3 clusters Score -1303645 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1303672.000000 Penalty: 3023.330322
	Iteration 22Q: 3 clusters Score -1303672 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1303688.375000 Penalty: 3023.330322
	Iteration 23Q: 3 clusters Score -1303688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1303711.875000 Penalty: 3023.330322
	Iteration 24Q: 3 clusters Score -1303712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1303734.000000 Penalty: 3023.330322
	Iteration 25Q: 3 clusters Score -1303734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1303739.250000 Penalty: 3023.330322
	Iteration 26Q: 3 clusters Score -1303739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1303747.625000 Penalty: 3023.330322
	Iteration 27Q: 3 clusters Score -1303748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1303748.125000 Penalty: 3023.330322
	Iteration 28Q: 3 clusters Score -1303748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1303749.875000 Penalty: 3023.330322
	Iteration 29Q: 3 clusters Score -1303750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1303753.875000 Penalty: 3023.330322
	Iteration 30Q: 3 clusters Score -1303754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1303756.375000 Penalty: 3023.330322
	Iteration 31Q: 3 clusters Score -1303756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1303756.375000 Penalty: 3023.330322
	Iteration 32F: 3 clusters Score -1303756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Entering Unmasked Estep 
Score: -94957.468750 Penalty: 1123.482300
	Iteration 0F: 2 clusters Score -94957.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -93574.054688 Penalty: 2246.964600
	Iteration 0F: 3 clusters Score -93574.05 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -93879.765625 Penalty: 2246.964600
	Iteration 1F: 3 clusters Score -93879.77 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -94032.281250 Penalty: 2246.964600
	Iteration 2F: 3 clusters Score -94032.28 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -94138.328125 Penalty: 2246.964600
	Iteration 3F: 3 clusters Score -94138.33 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -94240.382812 Penalty: 2246.964600
	Iteration 4F: 3 clusters Score -94240.38 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -94366.953125 Penalty: 2246.964600
	Iteration 5F: 3 clusters Score -94366.95 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -94485.414062 Penalty: 2246.964600
	Iteration 6F: 3 clusters Score -94485.41 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -94587.148438 Penalty: 2246.964600
	Iteration 7Q: 3 clusters Score -94587.15 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -94686.500000 Penalty: 2246.964600
	Iteration 8Q: 3 clusters Score -94686.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -94738.281250 Penalty: 2246.964600
	Iteration 9Q: 3 clusters Score -94738.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -94771.453125 Penalty: 2246.964600
	Iteration 10Q: 3 clusters Score -94771.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -94790.984375 Penalty: 2246.964600
	Iteration 11Q: 3 clusters Score -94790.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -94797.304688 Penalty: 2246.964600
	Iteration 12Q: 3 clusters Score -94797.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -94799.515625 Penalty: 2246.964600
	Iteration 13Q: 3 clusters Score -94799.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -94800.281250 Penalty: 2246.964600
	Iteration 14Q: 3 clusters Score -94800.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -94800.281250 Penalty: 2246.964600
	Iteration 15F: 3 clusters Score -94800.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (75507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75507 members 
Entering Unmasked Estep 
Score: -8921362.000000 Penalty: 1825.196777
	Iteration 0F: 2 clusters Score -8921362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37832 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -8870811.000000 Penalty: 3650.393555
	Iteration 0F: 3 clusters Score -8870811 nChanged 35978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39250 members 
Mstep: Class 2 contains 36257 members 
Entering Unmasked Estep 
Score: -8891385.000000 Penalty: 3650.393555
	Iteration 1F: 3 clusters Score -8891385 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39987 members 
Mstep: Class 2 contains 35520 members 
Entering Unmasked Estep 
Score: -8891733.000000 Penalty: 3650.393555
	Iteration 2Q: 3 clusters Score -8891733 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41181 members 
Mstep: Class 2 contains 34326 members 
Entering Unmasked Estep 
Score: -8892277.000000 Penalty: 3650.393555
	Iteration 3Q: 3 clusters Score -8892277 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43025 members 
Mstep: Class 2 contains 32482 members 
Entering Unmasked Estep 
Score: -8893018.000000 Penalty: 3650.393555
	Iteration 4Q: 3 clusters Score -8893018 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45748 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -8894195.000000 Penalty: 3650.393555
	Iteration 5Q: 3 clusters Score -8894195 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49700 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -8896249.000000 Penalty: 3650.393555
	Iteration 6F: 3 clusters Score -8896249 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55026 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -8899918.000000 Penalty: 3650.393555
	Iteration 7F: 3 clusters Score -8899918 nChanged 6569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61595 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -8905810.000000 Penalty: 3650.393555
	Iteration 8F: 3 clusters Score -8905810 nChanged 6319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67914 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -8912058.000000 Penalty: 3650.393555
	Iteration 9F: 3 clusters Score -8912058 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72275 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -8916495.000000 Penalty: 3650.393555
	Iteration 10F: 3 clusters Score -8916495 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74335 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -8918570.000000 Penalty: 3650.393555
	Iteration 11Q: 3 clusters Score -8918570 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75066 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -8919277.000000 Penalty: 3650.393555
	Iteration 12Q: 3 clusters Score -8919277 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75266 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -8919518.000000 Penalty: 3650.393555
	Iteration 13Q: 3 clusters Score -8919518 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75323 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -8919612.000000 Penalty: 3650.393555
	Iteration 14Q: 3 clusters Score -8919612 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75347 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -8919647.000000 Penalty: 3650.393555
	Iteration 15Q: 3 clusters Score -8919647 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75360 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -8919673.000000 Penalty: 3650.393555
	Iteration 16Q: 3 clusters Score -8919673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75367 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -8919695.000000 Penalty: 3650.393555
	Iteration 17Q: 3 clusters Score -8919695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75371 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -8919709.000000 Penalty: 3650.393555
	Iteration 18Q: 3 clusters Score -8919709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75368 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -8919712.000000 Penalty: 3650.393555
	Iteration 19Q: 3 clusters Score -8919712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75368 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -8919710.000000 Penalty: 3650.393555
	Iteration 20F: 3 clusters Score -8919710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75367 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -8919710.000000 Penalty: 3650.393555
	Iteration 21Q: 3 clusters Score -8919710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75367 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -8919717.000000 Penalty: 3650.393555
	Iteration 22Q: 3 clusters Score -8919717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75369 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -8919715.000000 Penalty: 3650.393555
	Iteration 23Q: 3 clusters Score -8919715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75370 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -8919728.000000 Penalty: 3650.393555
	Iteration 24Q: 3 clusters Score -8919728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75367 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -8919729.000000 Penalty: 3650.393555
	Iteration 25Q: 3 clusters Score -8919729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75367 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -8919729.000000 Penalty: 3650.393555
	Iteration 26F: 3 clusters Score -8919729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Entering Unmasked Estep 
Score: -35492.914062 Penalty: 973.612976
	Iteration 0F: 2 clusters Score -35492.91 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 191 members 
Entering Unmasked Estep 
Score: -34540.101562 Penalty: 1947.225952
	Iteration 0F: 3 clusters Score -34540.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -34746.136719 Penalty: 1947.225952
	Iteration 1F: 3 clusters Score -34746.14 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -34826.605469 Penalty: 1947.225952
	Iteration 2F: 3 clusters Score -34826.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -34865.488281 Penalty: 1947.225952
	Iteration 3Q: 3 clusters Score -34865.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -34907.933594 Penalty: 1947.225952
	Iteration 4Q: 3 clusters Score -34907.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -34938.191406 Penalty: 1947.225952
	Iteration 5Q: 3 clusters Score -34938.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -34960.335938 Penalty: 1947.225952
	Iteration 6Q: 3 clusters Score -34960.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -34971.750000 Penalty: 1947.225952
	Iteration 7Q: 3 clusters Score -34971.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -34978.546875 Penalty: 1947.225952
	Iteration 8Q: 3 clusters Score -34978.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -34978.546875 Penalty: 1947.225952
	Iteration 9F: 3 clusters Score -34978.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Entering Unmasked Estep 
Score: -22251.429688 Penalty: 948.631165
	Iteration 0F: 2 clusters Score -22251.43 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 164 members 
Entering Unmasked Estep 
Score: -21549.404297 Penalty: 1897.262329
	Iteration 0F: 3 clusters Score -21549.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -21868.519531 Penalty: 1897.262329
	Iteration 1F: 3 clusters Score -21868.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -21923.337891 Penalty: 1897.262329
	Iteration 2Q: 3 clusters Score -21923.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -21977.195312 Penalty: 1897.262329
	Iteration 3Q: 3 clusters Score -21977.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -21989.779297 Penalty: 1897.262329
	Iteration 4Q: 3 clusters Score -21989.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -21991.716797 Penalty: 1897.262329
	Iteration 5Q: 3 clusters Score -21991.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -21992.996094 Penalty: 1897.262329
	Iteration 6Q: 3 clusters Score -21993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -21992.996094 Penalty: 1897.262329
	Iteration 7F: 3 clusters Score -21993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (5481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Entering Unmasked Estep 
Score: -655159.062500 Penalty: 1398.969482
	Iteration 0F: 2 clusters Score -655159.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -650887.687500 Penalty: 2797.938965
	Iteration 0F: 3 clusters Score -650887.7 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -652056.812500 Penalty: 2797.938965
	Iteration 1F: 3 clusters Score -652056.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -652230.937500 Penalty: 2797.938965
	Iteration 2F: 3 clusters Score -652230.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -652351.875000 Penalty: 2797.938965
	Iteration 3F: 3 clusters Score -652351.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -652435.625000 Penalty: 2797.938965
	Iteration 4Q: 3 clusters Score -652435.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -652487.062500 Penalty: 2797.938965
	Iteration 5Q: 3 clusters Score -652487.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -652529.687500 Penalty: 2797.938965
	Iteration 6Q: 3 clusters Score -652529.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -652563.000000 Penalty: 2797.938965
	Iteration 7Q: 3 clusters Score -652563 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -652598.750000 Penalty: 2797.938965
	Iteration 8Q: 3 clusters Score -652598.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -652621.125000 Penalty: 2797.938965
	Iteration 9Q: 3 clusters Score -652621.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -652637.187500 Penalty: 2797.938965
	Iteration 10Q: 3 clusters Score -652637.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -652651.000000 Penalty: 2797.938965
	Iteration 11Q: 3 clusters Score -652651 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -652656.875000 Penalty: 2797.938965
	Iteration 12Q: 3 clusters Score -652656.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -652664.625000 Penalty: 2797.938965
	Iteration 13Q: 3 clusters Score -652664.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -652670.500000 Penalty: 2797.938965
	Iteration 14Q: 3 clusters Score -652670.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -652677.187500 Penalty: 2797.938965
	Iteration 15Q: 3 clusters Score -652677.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -652681.625000 Penalty: 2797.938965
	Iteration 16Q: 3 clusters Score -652681.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -652685.750000 Penalty: 2797.938965
	Iteration 17Q: 3 clusters Score -652685.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -652693.687500 Penalty: 2797.938965
	Iteration 18Q: 3 clusters Score -652693.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -652700.187500 Penalty: 2797.938965
	Iteration 19Q: 3 clusters Score -652700.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -652707.500000 Penalty: 2797.938965
	Iteration 20F: 3 clusters Score -652707.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -652716.187500 Penalty: 2797.938965
	Iteration 21Q: 3 clusters Score -652716.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -652723.625000 Penalty: 2797.938965
	Iteration 22Q: 3 clusters Score -652723.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -652729.937500 Penalty: 2797.938965
	Iteration 23Q: 3 clusters Score -652729.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -652735.312500 Penalty: 2797.938965
	Iteration 24Q: 3 clusters Score -652735.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -652743.250000 Penalty: 2797.938965
	Iteration 25Q: 3 clusters Score -652743.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -652753.625000 Penalty: 2797.938965
	Iteration 26Q: 3 clusters Score -652753.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -652760.250000 Penalty: 2797.938965
	Iteration 27Q: 3 clusters Score -652760.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -652768.687500 Penalty: 2797.938965
	Iteration 28Q: 3 clusters Score -652768.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -652783.375000 Penalty: 2797.938965
	Iteration 29Q: 3 clusters Score -652783.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -652793.687500 Penalty: 2797.938965
	Iteration 30Q: 3 clusters Score -652793.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -652812.312500 Penalty: 2797.938965
	Iteration 31Q: 3 clusters Score -652812.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -652833.187500 Penalty: 2797.938965
	Iteration 32Q: 3 clusters Score -652833.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -652857.062500 Penalty: 2797.938965
	Iteration 33Q: 3 clusters Score -652857.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -652887.437500 Penalty: 2797.938965
	Iteration 34Q: 3 clusters Score -652887.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -652913.187500 Penalty: 2797.938965
	Iteration 35Q: 3 clusters Score -652913.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -652936.625000 Penalty: 2797.938965
	Iteration 36Q: 3 clusters Score -652936.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -652969.875000 Penalty: 2797.938965
	Iteration 37Q: 3 clusters Score -652969.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -653009.125000 Penalty: 2797.938965
	Iteration 38Q: 3 clusters Score -653009.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -653055.625000 Penalty: 2797.938965
	Iteration 39Q: 3 clusters Score -653055.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -653105.500000 Penalty: 2797.938965
	Iteration 40F: 3 clusters Score -653105.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -653155.875000 Penalty: 2797.938965
	Iteration 41Q: 3 clusters Score -653155.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -653210.000000 Penalty: 2797.938965
	Iteration 42Q: 3 clusters Score -653210 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -653260.750000 Penalty: 2797.938965
	Iteration 43Q: 3 clusters Score -653260.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -653295.937500 Penalty: 2797.938965
	Iteration 44Q: 3 clusters Score -653295.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -653324.687500 Penalty: 2797.938965
	Iteration 45Q: 3 clusters Score -653324.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -653350.437500 Penalty: 2797.938965
	Iteration 46Q: 3 clusters Score -653350.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -653372.500000 Penalty: 2797.938965
	Iteration 47Q: 3 clusters Score -653372.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -653389.187500 Penalty: 2797.938965
	Iteration 48Q: 3 clusters Score -653389.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -653406.750000 Penalty: 2797.938965
	Iteration 49Q: 3 clusters Score -653406.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -653425.500000 Penalty: 2797.938965
	Iteration 50Q: 3 clusters Score -653425.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -653439.500000 Penalty: 2797.938965
	Iteration 51Q: 3 clusters Score -653439.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -653453.937500 Penalty: 2797.938965
	Iteration 52Q: 3 clusters Score -653453.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -653467.687500 Penalty: 2797.938965
	Iteration 53Q: 3 clusters Score -653467.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -653477.812500 Penalty: 2797.938965
	Iteration 54Q: 3 clusters Score -653477.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -653491.625000 Penalty: 2797.938965
	Iteration 55Q: 3 clusters Score -653491.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -653504.625000 Penalty: 2797.938965
	Iteration 56Q: 3 clusters Score -653504.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -653518.062500 Penalty: 2797.938965
	Iteration 57Q: 3 clusters Score -653518.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -653532.812500 Penalty: 2797.938965
	Iteration 58Q: 3 clusters Score -653532.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -653542.875000 Penalty: 2797.938965
	Iteration 59Q: 3 clusters Score -653542.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -653555.687500 Penalty: 2797.938965
	Iteration 60F: 3 clusters Score -653555.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -653567.187500 Penalty: 2797.938965
	Iteration 61Q: 3 clusters Score -653567.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -653581.187500 Penalty: 2797.938965
	Iteration 62Q: 3 clusters Score -653581.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -653594.625000 Penalty: 2797.938965
	Iteration 63Q: 3 clusters Score -653594.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -653603.937500 Penalty: 2797.938965
	Iteration 64Q: 3 clusters Score -653603.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -653615.312500 Penalty: 2797.938965
	Iteration 65Q: 3 clusters Score -653615.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -653628.687500 Penalty: 2797.938965
	Iteration 66Q: 3 clusters Score -653628.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -653643.812500 Penalty: 2797.938965
	Iteration 67Q: 3 clusters Score -653643.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -653664.437500 Penalty: 2797.938965
	Iteration 68Q: 3 clusters Score -653664.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -653685.562500 Penalty: 2797.938965
	Iteration 69Q: 3 clusters Score -653685.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -653709.562500 Penalty: 2797.938965
	Iteration 70Q: 3 clusters Score -653709.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -653736.562500 Penalty: 2797.938965
	Iteration 71Q: 3 clusters Score -653736.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -653759.000000 Penalty: 2797.938965
	Iteration 72Q: 3 clusters Score -653759 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -653783.687500 Penalty: 2797.938965
	Iteration 73Q: 3 clusters Score -653783.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -653802.812500 Penalty: 2797.938965
	Iteration 74Q: 3 clusters Score -653802.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -653815.375000 Penalty: 2797.938965
	Iteration 75Q: 3 clusters Score -653815.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -653824.437500 Penalty: 2797.938965
	Iteration 76Q: 3 clusters Score -653824.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -653832.875000 Penalty: 2797.938965
	Iteration 77Q: 3 clusters Score -653832.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -653843.812500 Penalty: 2797.938965
	Iteration 78Q: 3 clusters Score -653843.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -653852.687500 Penalty: 2797.938965
	Iteration 79Q: 3 clusters Score -653852.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -653865.375000 Penalty: 2797.938965
	Iteration 80F: 3 clusters Score -653865.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -653874.125000 Penalty: 2797.938965
	Iteration 81Q: 3 clusters Score -653874.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -653880.062500 Penalty: 2797.938965
	Iteration 82Q: 3 clusters Score -653880.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -653889.437500 Penalty: 2797.938965
	Iteration 83Q: 3 clusters Score -653889.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -653896.187500 Penalty: 2797.938965
	Iteration 84Q: 3 clusters Score -653896.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -653901.437500 Penalty: 2797.938965
	Iteration 85Q: 3 clusters Score -653901.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -653907.937500 Penalty: 2797.938965
	Iteration 86Q: 3 clusters Score -653907.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -653910.437500 Penalty: 2797.938965
	Iteration 87Q: 3 clusters Score -653910.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -653916.625000 Penalty: 2797.938965
	Iteration 88Q: 3 clusters Score -653916.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -653917.187500 Penalty: 2797.938965
	Iteration 89Q: 3 clusters Score -653917.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -653920.500000 Penalty: 2797.938965
	Iteration 90Q: 3 clusters Score -653920.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -653920.312500 Penalty: 2797.938965
	Iteration 91Q: 3 clusters Score -653920.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -653921.500000 Penalty: 2797.938965
	Iteration 92Q: 3 clusters Score -653921.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -653921.500000 Penalty: 2797.938965
	Iteration 93F: 3 clusters Score -653921.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (88885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88885 members 
Entering Unmasked Estep 
Score: -10601228.000000 Penalty: 1851.703491
	Iteration 0F: 2 clusters Score -1.060123e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44208 members 
Mstep: Class 2 contains 44677 members 
Entering Unmasked Estep 
Score: -10542007.000000 Penalty: 3703.406982
	Iteration 0F: 3 clusters Score -1.054201e+07 nChanged 42500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41840 members 
Mstep: Class 2 contains 47045 members 
Entering Unmasked Estep 
Score: -10566422.000000 Penalty: 3703.406982
	Iteration 1F: 3 clusters Score -1.056642e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40383 members 
Mstep: Class 2 contains 48502 members 
Entering Unmasked Estep 
Score: -10567133.000000 Penalty: 3703.406982
	Iteration 2Q: 3 clusters Score -1.056713e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38131 members 
Mstep: Class 2 contains 50754 members 
Entering Unmasked Estep 
Score: -10568100.000000 Penalty: 3703.406982
	Iteration 3Q: 3 clusters Score -1.05681e+07 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Mstep: Class 2 contains 54113 members 
Entering Unmasked Estep 
Score: -10569836.000000 Penalty: 3703.406982
	Iteration 4Q: 3 clusters Score -1.056984e+07 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 58806 members 
Entering Unmasked Estep 
Score: -10572550.000000 Penalty: 3703.406982
	Iteration 5F: 3 clusters Score -1.057255e+07 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 65125 members 
Entering Unmasked Estep 
Score: -10577389.000000 Penalty: 3703.406982
	Iteration 6F: 3 clusters Score -1.057739e+07 nChanged 7287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 72366 members 
Entering Unmasked Estep 
Score: -10583875.000000 Penalty: 3703.406982
	Iteration 7F: 3 clusters Score -1.058388e+07 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 78982 members 
Entering Unmasked Estep 
Score: -10590314.000000 Penalty: 3703.406982
	Iteration 8F: 3 clusters Score -1.059031e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 83769 members 
Entering Unmasked Estep 
Score: -10595129.000000 Penalty: 3703.406982
	Iteration 9F: 3 clusters Score -1.059513e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 86525 members 
Entering Unmasked Estep 
Score: -10597862.000000 Penalty: 3703.406982
	Iteration 10Q: 3 clusters Score -1.059786e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 87801 members 
Entering Unmasked Estep 
Score: -10598905.000000 Penalty: 3703.406982
	Iteration 11Q: 3 clusters Score -1.05989e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 88258 members 
Entering Unmasked Estep 
Score: -10599332.000000 Penalty: 3703.406982
	Iteration 12Q: 3 clusters Score -1.059933e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 88397 members 
Entering Unmasked Estep 
Score: -10599505.000000 Penalty: 3703.406982
	Iteration 13Q: 3 clusters Score -1.05995e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 88467 members 
Entering Unmasked Estep 
Score: -10599604.000000 Penalty: 3703.406982
	Iteration 14Q: 3 clusters Score -1.05996e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 88494 members 
Entering Unmasked Estep 
Score: -10599643.000000 Penalty: 3703.406982
	Iteration 15Q: 3 clusters Score -1.059964e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 88508 members 
Entering Unmasked Estep 
Score: -10599661.000000 Penalty: 3703.406982
	Iteration 16Q: 3 clusters Score -1.059966e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 88522 members 
Entering Unmasked Estep 
Score: -10599680.000000 Penalty: 3703.406982
	Iteration 17Q: 3 clusters Score -1.059968e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 88520 members 
Entering Unmasked Estep 
Score: -10599693.000000 Penalty: 3703.406982
	Iteration 18Q: 3 clusters Score -1.059969e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 88523 members 
Entering Unmasked Estep 
Score: -10599699.000000 Penalty: 3703.406982
	Iteration 19Q: 3 clusters Score -1.05997e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 88527 members 
Entering Unmasked Estep 
Score: -10599697.000000 Penalty: 3703.406982
	Iteration 20F: 3 clusters Score -1.05997e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 88532 members 
Entering Unmasked Estep 
Score: -10599700.000000 Penalty: 3703.406982
	Iteration 21Q: 3 clusters Score -1.05997e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 88538 members 
Entering Unmasked Estep 
Score: -10599708.000000 Penalty: 3703.406982
	Iteration 22Q: 3 clusters Score -1.059971e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 88545 members 
Entering Unmasked Estep 
Score: -10599723.000000 Penalty: 3703.406982
	Iteration 23Q: 3 clusters Score -1.059972e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 88547 members 
Entering Unmasked Estep 
Score: -10599728.000000 Penalty: 3703.406982
	Iteration 24Q: 3 clusters Score -1.059973e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 88549 members 
Entering Unmasked Estep 
Score: -10599725.000000 Penalty: 3703.406982
	Iteration 25Q: 3 clusters Score -1.059972e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 88547 members 
Entering Unmasked Estep 
Score: -10599729.000000 Penalty: 3703.406982
	Iteration 26Q: 3 clusters Score -1.059973e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 88546 members 
Entering Unmasked Estep 
Score: -10599729.000000 Penalty: 3703.406982
	Iteration 27Q: 3 clusters Score -1.059973e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 88546 members 
Entering Unmasked Estep 
Score: -10599729.000000 Penalty: 3703.406982
	Iteration 28F: 3 clusters Score -1.059973e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Entering Unmasked Estep 
Score: -84314.812500 Penalty: 1085.842651
	Iteration 0F: 2 clusters Score -84314.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -83039.679688 Penalty: 2171.685303
	Iteration 0F: 3 clusters Score -83039.68 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -83239.851562 Penalty: 2171.685303
	Iteration 1F: 3 clusters Score -83239.85 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -83309.367188 Penalty: 2171.685303
	Iteration 2F: 3 clusters Score -83309.37 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -83355.375000 Penalty: 2171.685303
	Iteration 3Q: 3 clusters Score -83355.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -83379.390625 Penalty: 2171.685303
	Iteration 4Q: 3 clusters Score -83379.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -83394.859375 Penalty: 2171.685303
	Iteration 5Q: 3 clusters Score -83394.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -83408.031250 Penalty: 2171.685303
	Iteration 6Q: 3 clusters Score -83408.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -83420.679688 Penalty: 2171.685303
	Iteration 7Q: 3 clusters Score -83420.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -83430.382812 Penalty: 2171.685303
	Iteration 8Q: 3 clusters Score -83430.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -83435.898438 Penalty: 2171.685303
	Iteration 9Q: 3 clusters Score -83435.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -83438.492188 Penalty: 2171.685303
	Iteration 10Q: 3 clusters Score -83438.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -83439.601562 Penalty: 2171.685303
	Iteration 11Q: 3 clusters Score -83439.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -83439.882812 Penalty: 2171.685303
	Iteration 12Q: 3 clusters Score -83439.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -83439.882812 Penalty: 2171.685303
	Iteration 13F: 3 clusters Score -83439.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (73498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73498 members 
Entering Unmasked Estep 
Score: -8635962.000000 Penalty: 1820.814697
	Iteration 0F: 2 clusters Score -8635962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36673 members 
Mstep: Class 2 contains 36825 members 
Entering Unmasked Estep 
Score: -8586933.000000 Penalty: 3641.629395
	Iteration 0F: 3 clusters Score -8586933 nChanged 34769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35660 members 
Mstep: Class 2 contains 37838 members 
Entering Unmasked Estep 
Score: -8606871.000000 Penalty: 3641.629395
	Iteration 1F: 3 clusters Score -8606871 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35272 members 
Mstep: Class 2 contains 38226 members 
Entering Unmasked Estep 
Score: -8607444.000000 Penalty: 3641.629395
	Iteration 2Q: 3 clusters Score -8607444 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 38746 members 
Entering Unmasked Estep 
Score: -8608194.000000 Penalty: 3641.629395
	Iteration 3Q: 3 clusters Score -8608194 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34018 members 
Mstep: Class 2 contains 39480 members 
Entering Unmasked Estep 
Score: -8609092.000000 Penalty: 3641.629395
	Iteration 4Q: 3 clusters Score -8609092 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33044 members 
Mstep: Class 2 contains 40454 members 
Entering Unmasked Estep 
Score: -8610567.000000 Penalty: 3641.629395
	Iteration 5Q: 3 clusters Score -8610567 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 41776 members 
Entering Unmasked Estep 
Score: -8613153.000000 Penalty: 3641.629395
	Iteration 6Q: 3 clusters Score -8613153 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30352 members 
Mstep: Class 2 contains 43146 members 
Entering Unmasked Estep 
Score: -8617757.000000 Penalty: 3641.629395
	Iteration 7F: 3 clusters Score -8617757 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 43767 members 
Entering Unmasked Estep 
Score: -8623459.000000 Penalty: 3641.629395
	Iteration 8F: 3 clusters Score -8623459 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29886 members 
Mstep: Class 2 contains 43612 members 
Entering Unmasked Estep 
Score: -8627362.000000 Penalty: 3641.629395
	Iteration 9F: 3 clusters Score -8627362 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30355 members 
Mstep: Class 2 contains 43143 members 
Entering Unmasked Estep 
Score: -8629189.000000 Penalty: 3641.629395
	Iteration 10Q: 3 clusters Score -8629189 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30910 members 
Mstep: Class 2 contains 42588 members 
Entering Unmasked Estep 
Score: -8630424.000000 Penalty: 3641.629395
	Iteration 11Q: 3 clusters Score -8630424 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31509 members 
Mstep: Class 2 contains 41989 members 
Entering Unmasked Estep 
Score: -8631545.000000 Penalty: 3641.629395
	Iteration 12Q: 3 clusters Score -8631545 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 41438 members 
Entering Unmasked Estep 
Score: -8632463.000000 Penalty: 3641.629395
	Iteration 13Q: 3 clusters Score -8632463 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Mstep: Class 2 contains 40995 members 
Entering Unmasked Estep 
Score: -8633159.000000 Penalty: 3641.629395
	Iteration 14Q: 3 clusters Score -8633159 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 40652 members 
Entering Unmasked Estep 
Score: -8633534.000000 Penalty: 3641.629395
	Iteration 15Q: 3 clusters Score -8633534 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33044 members 
Mstep: Class 2 contains 40454 members 
Entering Unmasked Estep 
Score: -8633834.000000 Penalty: 3641.629395
	Iteration 16Q: 3 clusters Score -8633834 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33136 members 
Mstep: Class 2 contains 40362 members 
Entering Unmasked Estep 
Score: -8633955.000000 Penalty: 3641.629395
	Iteration 17Q: 3 clusters Score -8633955 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33215 members 
Mstep: Class 2 contains 40283 members 
Entering Unmasked Estep 
Score: -8634025.000000 Penalty: 3641.629395
	Iteration 18Q: 3 clusters Score -8634025 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33284 members 
Mstep: Class 2 contains 40214 members 
Entering Unmasked Estep 
Score: -8634087.000000 Penalty: 3641.629395
	Iteration 19Q: 3 clusters Score -8634087 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33329 members 
Mstep: Class 2 contains 40169 members 
Entering Unmasked Estep 
Score: -8634094.000000 Penalty: 3641.629395
	Iteration 20F: 3 clusters Score -8634094 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33395 members 
Mstep: Class 2 contains 40103 members 
Entering Unmasked Estep 
Score: -8634096.000000 Penalty: 3641.629395
	Iteration 21Q: 3 clusters Score -8634096 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 40069 members 
Entering Unmasked Estep 
Score: -8634099.000000 Penalty: 3641.629395
	Iteration 22Q: 3 clusters Score -8634099 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33473 members 
Mstep: Class 2 contains 40025 members 
Entering Unmasked Estep 
Score: -8634100.000000 Penalty: 3641.629395
	Iteration 23Q: 3 clusters Score -8634100 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33518 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -8634104.000000 Penalty: 3641.629395
	Iteration 24Q: 3 clusters Score -8634104 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33554 members 
Mstep: Class 2 contains 39944 members 
Entering Unmasked Estep 
Score: -8634105.000000 Penalty: 3641.629395
	Iteration 25Q: 3 clusters Score -8634105 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33574 members 
Mstep: Class 2 contains 39924 members 
Entering Unmasked Estep 
Score: -8634106.000000 Penalty: 3641.629395
	Iteration 26Q: 3 clusters Score -8634106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33580 members 
Mstep: Class 2 contains 39918 members 
Entering Unmasked Estep 
Score: -8634112.000000 Penalty: 3641.629395
	Iteration 27Q: 3 clusters Score -8634112 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33605 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -8634122.000000 Penalty: 3641.629395
	Iteration 28Q: 3 clusters Score -8634122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33610 members 
Mstep: Class 2 contains 39888 members 
Entering Unmasked Estep 
Score: -8634110.000000 Penalty: 3641.629395
	Iteration 29Q: 3 clusters Score -8634110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33623 members 
Mstep: Class 2 contains 39875 members 
Entering Unmasked Estep 
Score: -8634120.000000 Penalty: 3641.629395
	Iteration 30Q: 3 clusters Score -8634120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 39861 members 
Entering Unmasked Estep 
Score: -8634108.000000 Penalty: 3641.629395
	Iteration 31Q: 3 clusters Score -8634108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33654 members 
Mstep: Class 2 contains 39844 members 
Entering Unmasked Estep 
Score: -8634110.000000 Penalty: 3641.629395
	Iteration 32Q: 3 clusters Score -8634110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 39832 members 
Entering Unmasked Estep 
Score: -8634113.000000 Penalty: 3641.629395
	Iteration 33Q: 3 clusters Score -8634113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33673 members 
Mstep: Class 2 contains 39825 members 
Entering Unmasked Estep 
Score: -8634111.000000 Penalty: 3641.629395
	Iteration 34Q: 3 clusters Score -8634111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 39820 members 
Entering Unmasked Estep 
Score: -8634110.000000 Penalty: 3641.629395
	Iteration 35Q: 3 clusters Score -8634110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 39816 members 
Entering Unmasked Estep 
Score: -8634104.000000 Penalty: 3641.629395
	Iteration 36Q: 3 clusters Score -8634104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 39811 members 
Entering Unmasked Estep 
Score: -8634103.000000 Penalty: 3641.629395
	Iteration 37Q: 3 clusters Score -8634103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33692 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
Score: -8634110.000000 Penalty: 3641.629395
	Iteration 38Q: 3 clusters Score -8634110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33692 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
Score: -8634110.000000 Penalty: 3641.629395
	Iteration 39Q: 3 clusters Score -8634110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 39804 members 
Entering Unmasked Estep 
Score: -8634108.000000 Penalty: 3641.629395
	Iteration 40F: 3 clusters Score -8634108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33698 members 
Mstep: Class 2 contains 39800 members 
Entering Unmasked Estep 
Score: -8634112.000000 Penalty: 3641.629395
	Iteration 41Q: 3 clusters Score -8634112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33700 members 
Mstep: Class 2 contains 39798 members 
Entering Unmasked Estep 
Score: -8634113.000000 Penalty: 3641.629395
	Iteration 42Q: 3 clusters Score -8634113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33701 members 
Mstep: Class 2 contains 39797 members 
Entering Unmasked Estep 
Score: -8634107.000000 Penalty: 3641.629395
	Iteration 43Q: 3 clusters Score -8634107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 39794 members 
Entering Unmasked Estep 
Score: -8634109.000000 Penalty: 3641.629395
	Iteration 44Q: 3 clusters Score -8634109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33706 members 
Mstep: Class 2 contains 39792 members 
Entering Unmasked Estep 
Score: -8634113.000000 Penalty: 3641.629395
	Iteration 45Q: 3 clusters Score -8634113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33710 members 
Mstep: Class 2 contains 39788 members 
Entering Unmasked Estep 
Score: -8634106.000000 Penalty: 3641.629395
	Iteration 46Q: 3 clusters Score -8634106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33711 members 
Mstep: Class 2 contains 39787 members 
Entering Unmasked Estep 
Score: -8634108.000000 Penalty: 3641.629395
	Iteration 47Q: 3 clusters Score -8634108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33717 members 
Mstep: Class 2 contains 39781 members 
Entering Unmasked Estep 
Score: -8634111.000000 Penalty: 3641.629395
	Iteration 48Q: 3 clusters Score -8634111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33722 members 
Mstep: Class 2 contains 39776 members 
Entering Unmasked Estep 
Score: -8634110.000000 Penalty: 3641.629395
	Iteration 49Q: 3 clusters Score -8634110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33735 members 
Mstep: Class 2 contains 39763 members 
Entering Unmasked Estep 
Score: -8634108.000000 Penalty: 3641.629395
	Iteration 50Q: 3 clusters Score -8634108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 39758 members 
Entering Unmasked Estep 
Score: -8634107.000000 Penalty: 3641.629395
	Iteration 51Q: 3 clusters Score -8634107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33747 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -8634103.000000 Penalty: 3641.629395
	Iteration 52Q: 3 clusters Score -8634103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 39743 members 
Entering Unmasked Estep 
Score: -8634106.000000 Penalty: 3641.629395
	Iteration 53Q: 3 clusters Score -8634106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33768 members 
Mstep: Class 2 contains 39730 members 
Entering Unmasked Estep 
Score: -8634109.000000 Penalty: 3641.629395
	Iteration 54Q: 3 clusters Score -8634109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33779 members 
Mstep: Class 2 contains 39719 members 
Entering Unmasked Estep 
Score: -8634104.000000 Penalty: 3641.629395
	Iteration 55Q: 3 clusters Score -8634104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33786 members 
Mstep: Class 2 contains 39712 members 
Entering Unmasked Estep 
Score: -8634102.000000 Penalty: 3641.629395
	Iteration 56Q: 3 clusters Score -8634102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33788 members 
Mstep: Class 2 contains 39710 members 
Entering Unmasked Estep 
Score: -8634115.000000 Penalty: 3641.629395
	Iteration 57Q: 3 clusters Score -8634115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33791 members 
Mstep: Class 2 contains 39707 members 
Entering Unmasked Estep 
Score: -8634110.000000 Penalty: 3641.629395
	Iteration 58Q: 3 clusters Score -8634110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33793 members 
Mstep: Class 2 contains 39705 members 
Entering Unmasked Estep 
Score: -8634112.000000 Penalty: 3641.629395
	Iteration 59Q: 3 clusters Score -8634112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33793 members 
Mstep: Class 2 contains 39705 members 
Entering Unmasked Estep 
Score: -8634112.000000 Penalty: 3641.629395
	Iteration 60F: 3 clusters Score -8634112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (22488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Entering Unmasked Estep 
Score: -2670988.000000 Penalty: 1628.369751
	Iteration 0F: 2 clusters Score -2670988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -2655708.000000 Penalty: 3256.739502
	Iteration 0F: 3 clusters Score -2655708 nChanged 10188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -2661300.750000 Penalty: 3256.739502
	Iteration 1F: 3 clusters Score -2661301 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -2661593.250000 Penalty: 3256.739502
	Iteration 2Q: 3 clusters Score -2661593 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -2661843.000000 Penalty: 3256.739502
	Iteration 3Q: 3 clusters Score -2661843 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -2662088.500000 Penalty: 3256.739502
	Iteration 4Q: 3 clusters Score -2662088 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -2662343.500000 Penalty: 3256.739502
	Iteration 5Q: 3 clusters Score -2662344 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -2662678.750000 Penalty: 3256.739502
	Iteration 6Q: 3 clusters Score -2662679 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -2663116.750000 Penalty: 3256.739502
	Iteration 7Q: 3 clusters Score -2663117 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -2663758.500000 Penalty: 3256.739502
	Iteration 8F: 3 clusters Score -2663758 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -2664707.250000 Penalty: 3256.739502
	Iteration 9F: 3 clusters Score -2664707 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -2666008.000000 Penalty: 3256.739502
	Iteration 10F: 3 clusters Score -2666008 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2667349.250000 Penalty: 3256.739502
	Iteration 11F: 3 clusters Score -2667349 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2668400.500000 Penalty: 3256.739502
	Iteration 12Q: 3 clusters Score -2668400 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2668961.750000 Penalty: 3256.739502
	Iteration 13Q: 3 clusters Score -2668962 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2669270.500000 Penalty: 3256.739502
	Iteration 14Q: 3 clusters Score -2669270 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2669421.500000 Penalty: 3256.739502
	Iteration 15Q: 3 clusters Score -2669422 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2669480.000000 Penalty: 3256.739502
	Iteration 16Q: 3 clusters Score -2669480 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2669519.500000 Penalty: 3256.739502
	Iteration 17Q: 3 clusters Score -2669520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -2669537.250000 Penalty: 3256.739502
	Iteration 18Q: 3 clusters Score -2669537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -2669559.500000 Penalty: 3256.739502
	Iteration 19Q: 3 clusters Score -2669560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -2669572.750000 Penalty: 3256.739502
	Iteration 20F: 3 clusters Score -2669573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -2669582.250000 Penalty: 3256.739502
	Iteration 21Q: 3 clusters Score -2669582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -2669591.250000 Penalty: 3256.739502
	Iteration 22Q: 3 clusters Score -2669591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -2669599.000000 Penalty: 3256.739502
	Iteration 23Q: 3 clusters Score -2669599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -2669608.250000 Penalty: 3256.739502
	Iteration 24Q: 3 clusters Score -2669608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -2669610.500000 Penalty: 3256.739502
	Iteration 25Q: 3 clusters Score -2669610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -2669611.250000 Penalty: 3256.739502
	Iteration 26Q: 3 clusters Score -2669611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -2669616.500000 Penalty: 3256.739502
	Iteration 27Q: 3 clusters Score -2669616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -2669616.000000 Penalty: 3256.739502
	Iteration 28Q: 3 clusters Score -2669616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -2669616.750000 Penalty: 3256.739502
	Iteration 29Q: 3 clusters Score -2669617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -2669616.750000 Penalty: 3256.739502
	Iteration 30F: 3 clusters Score -2669617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Entering Unmasked Estep 
Score: -24003.251953 Penalty: 929.016968
	Iteration 0F: 2 clusters Score -24003.25 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 163 members 
Entering Unmasked Estep 
Score: -23208.570312 Penalty: 1858.033936
	Iteration 0F: 3 clusters Score -23208.57 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -23341.701172 Penalty: 1858.033936
	Iteration 1F: 3 clusters Score -23341.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -23429.777344 Penalty: 1858.033936
	Iteration 2F: 3 clusters Score -23429.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -23458.318359 Penalty: 1858.033936
	Iteration 3Q: 3 clusters Score -23458.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -23463.400391 Penalty: 1858.033936
	Iteration 4Q: 3 clusters Score -23463.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -23469.078125 Penalty: 1858.033936
	Iteration 5Q: 3 clusters Score -23469.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -23469.078125 Penalty: 1858.033936
	Iteration 6F: 3 clusters Score -23469.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (94024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94024 members 
Entering Unmasked Estep 
Score: -11156075.000000 Penalty: 1860.837158
	Iteration 0F: 2 clusters Score -1.115608e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46897 members 
Mstep: Class 2 contains 47127 members 
Entering Unmasked Estep 
Score: -11094162.000000 Penalty: 3721.674316
	Iteration 0F: 3 clusters Score -1.109416e+07 nChanged 44920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45455 members 
Mstep: Class 2 contains 48569 members 
Entering Unmasked Estep 
Score: -11119819.000000 Penalty: 3721.674316
	Iteration 1F: 3 clusters Score -1.111982e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44609 members 
Mstep: Class 2 contains 49415 members 
Entering Unmasked Estep 
Score: -11120303.000000 Penalty: 3721.674316
	Iteration 2Q: 3 clusters Score -1.11203e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43311 members 
Mstep: Class 2 contains 50713 members 
Entering Unmasked Estep 
Score: -11120852.000000 Penalty: 3721.674316
	Iteration 3Q: 3 clusters Score -1.112085e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41386 members 
Mstep: Class 2 contains 52638 members 
Entering Unmasked Estep 
Score: -11121601.000000 Penalty: 3721.674316
	Iteration 4Q: 3 clusters Score -1.11216e+07 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38454 members 
Mstep: Class 2 contains 55570 members 
Entering Unmasked Estep 
Score: -11122742.000000 Penalty: 3721.674316
	Iteration 5Q: 3 clusters Score -1.112274e+07 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34107 members 
Mstep: Class 2 contains 59917 members 
Entering Unmasked Estep 
Score: -11124849.000000 Penalty: 3721.674316
	Iteration 6Q: 3 clusters Score -1.112485e+07 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 66221 members 
Entering Unmasked Estep 
Score: -11128808.000000 Penalty: 3721.674316
	Iteration 7F: 3 clusters Score -1.112881e+07 nChanged 7971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 74176 members 
Entering Unmasked Estep 
Score: -11135268.000000 Penalty: 3721.674316
	Iteration 8F: 3 clusters Score -1.113527e+07 nChanged 8456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 82632 members 
Entering Unmasked Estep 
Score: -11143513.000000 Penalty: 3721.674316
	Iteration 9F: 3 clusters Score -1.114351e+07 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 89150 members 
Entering Unmasked Estep 
Score: -11150048.000000 Penalty: 3721.674316
	Iteration 10F: 3 clusters Score -1.115005e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 92404 members 
Entering Unmasked Estep 
Score: -11152998.000000 Penalty: 3721.674316
	Iteration 11Q: 3 clusters Score -1.1153e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 93447 members 
Entering Unmasked Estep 
Score: -11153885.000000 Penalty: 3721.674316
	Iteration 12Q: 3 clusters Score -1.115388e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 93712 members 
Entering Unmasked Estep 
Score: -11154196.000000 Penalty: 3721.674316
	Iteration 13Q: 3 clusters Score -1.11542e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 93790 members 
Entering Unmasked Estep 
Score: -11154330.000000 Penalty: 3721.674316
	Iteration 14Q: 3 clusters Score -1.115433e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 93818 members 
Entering Unmasked Estep 
Score: -11154397.000000 Penalty: 3721.674316
	Iteration 15Q: 3 clusters Score -1.11544e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 93827 members 
Entering Unmasked Estep 
Score: -11154430.000000 Penalty: 3721.674316
	Iteration 16Q: 3 clusters Score -1.115443e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 93826 members 
Entering Unmasked Estep 
Score: -11154457.000000 Penalty: 3721.674316
	Iteration 17Q: 3 clusters Score -1.115446e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 93828 members 
Entering Unmasked Estep 
Score: -11154474.000000 Penalty: 3721.674316
	Iteration 18Q: 3 clusters Score -1.115447e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 93828 members 
Entering Unmasked Estep 
Score: -11154484.000000 Penalty: 3721.674316
	Iteration 19Q: 3 clusters Score -1.115448e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 93829 members 
Entering Unmasked Estep 
Score: -11154488.000000 Penalty: 3721.674316
	Iteration 20F: 3 clusters Score -1.115449e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 93830 members 
Entering Unmasked Estep 
Score: -11154503.000000 Penalty: 3721.674316
	Iteration 21Q: 3 clusters Score -1.11545e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 93835 members 
Entering Unmasked Estep 
Score: -11154513.000000 Penalty: 3721.674316
	Iteration 22Q: 3 clusters Score -1.115451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 93836 members 
Entering Unmasked Estep 
Score: -11154520.000000 Penalty: 3721.674316
	Iteration 23Q: 3 clusters Score -1.115452e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 93835 members 
Entering Unmasked Estep 
Score: -11154516.000000 Penalty: 3721.674316
	Iteration 24Q: 3 clusters Score -1.115452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 93835 members 
Entering Unmasked Estep 
Score: -11154520.000000 Penalty: 3721.674316
	Iteration 25Q: 3 clusters Score -1.115452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 93835 members 
Entering Unmasked Estep 
Score: -11154523.000000 Penalty: 3721.674316
	Iteration 26Q: 3 clusters Score -1.115452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 93836 members 
Entering Unmasked Estep 
Score: -11154530.000000 Penalty: 3721.674316
	Iteration 27Q: 3 clusters Score -1.115453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 93837 members 
Entering Unmasked Estep 
Score: -11154530.000000 Penalty: 3721.674316
	Iteration 28Q: 3 clusters Score -1.115453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 93836 members 
Entering Unmasked Estep 
Score: -11154531.000000 Penalty: 3721.674316
	Iteration 29Q: 3 clusters Score -1.115453e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 93836 members 
Entering Unmasked Estep 
Score: -11154531.000000 Penalty: 3721.674316
	Iteration 30F: 3 clusters Score -1.115453e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (36413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36413 members 
Entering Unmasked Estep 
Score: -4324467.000000 Penalty: 1706.685669
	Iteration 0F: 2 clusters Score -4324467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -4299981.000000 Penalty: 3413.371338
	Iteration 0F: 3 clusters Score -4299981 nChanged 16944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -4309410.000000 Penalty: 3413.371338
	Iteration 1F: 3 clusters Score -4309410 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -4309679.500000 Penalty: 3413.371338
	Iteration 2Q: 3 clusters Score -4309680 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -4309909.000000 Penalty: 3413.371338
	Iteration 3Q: 3 clusters Score -4309909 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -4310100.500000 Penalty: 3413.371338
	Iteration 4Q: 3 clusters Score -4310100 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -4310313.500000 Penalty: 3413.371338
	Iteration 5Q: 3 clusters Score -4310314 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -4310584.500000 Penalty: 3413.371338
	Iteration 6Q: 3 clusters Score -4310584 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -4310973.000000 Penalty: 3413.371338
	Iteration 7Q: 3 clusters Score -4310973 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -4311617.000000 Penalty: 3413.371338
	Iteration 8Q: 3 clusters Score -4311617 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -4312799.000000 Penalty: 3413.371338
	Iteration 9F: 3 clusters Score -4312799 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -4314614.000000 Penalty: 3413.371338
	Iteration 10F: 3 clusters Score -4314614 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -4317264.000000 Penalty: 3413.371338
	Iteration 11F: 3 clusters Score -4317264 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 33657 members 
Entering Unmasked Estep 
Score: -4320156.500000 Penalty: 3413.371338
	Iteration 12F: 3 clusters Score -4320156 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 35425 members 
Entering Unmasked Estep 
Score: -4321947.000000 Penalty: 3413.371338
	Iteration 13Q: 3 clusters Score -4321947 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 36055 members 
Entering Unmasked Estep 
Score: -4322584.500000 Penalty: 3413.371338
	Iteration 14Q: 3 clusters Score -4322584 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 36241 members 
Entering Unmasked Estep 
Score: -4322806.500000 Penalty: 3413.371338
	Iteration 15Q: 3 clusters Score -4322806 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 36290 members 
Entering Unmasked Estep 
Score: -4322900.000000 Penalty: 3413.371338
	Iteration 16Q: 3 clusters Score -4322900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 36301 members 
Entering Unmasked Estep 
Score: -4322932.000000 Penalty: 3413.371338
	Iteration 17Q: 3 clusters Score -4322932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 36305 members 
Entering Unmasked Estep 
Score: -4322947.000000 Penalty: 3413.371338
	Iteration 18Q: 3 clusters Score -4322947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 36304 members 
Entering Unmasked Estep 
Score: -4322956.500000 Penalty: 3413.371338
	Iteration 19Q: 3 clusters Score -4322956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 36302 members 
Entering Unmasked Estep 
Score: -4322957.500000 Penalty: 3413.371338
	Iteration 20F: 3 clusters Score -4322958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 36303 members 
Entering Unmasked Estep 
Score: -4322970.000000 Penalty: 3413.371338
	Iteration 21Q: 3 clusters Score -4322970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 36306 members 
Entering Unmasked Estep 
Score: -4322981.000000 Penalty: 3413.371338
	Iteration 22Q: 3 clusters Score -4322981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 36309 members 
Entering Unmasked Estep 
Score: -4322984.500000 Penalty: 3413.371338
	Iteration 23Q: 3 clusters Score -4322984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 36310 members 
Entering Unmasked Estep 
Score: -4322987.000000 Penalty: 3413.371338
	Iteration 24Q: 3 clusters Score -4322987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 36312 members 
Entering Unmasked Estep 
Score: -4322994.500000 Penalty: 3413.371338
	Iteration 25Q: 3 clusters Score -4322994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 36312 members 
Entering Unmasked Estep 
Score: -4322994.500000 Penalty: 3413.371338
	Iteration 26F: 3 clusters Score -4322994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 55 (98186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98186 members 
Entering Unmasked Estep 
Score: -11631804.000000 Penalty: 1867.875610
	Iteration 0F: 2 clusters Score -1.16318e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49259 members 
Mstep: Class 2 contains 48927 members 
Entering Unmasked Estep 
Score: -11567421.000000 Penalty: 3735.751221
	Iteration 0F: 3 clusters Score -1.156742e+07 nChanged 46936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51777 members 
Mstep: Class 2 contains 46409 members 
Entering Unmasked Estep 
Score: -11594522.000000 Penalty: 3735.751221
	Iteration 1F: 3 clusters Score -1.159452e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53424 members 
Mstep: Class 2 contains 44762 members 
Entering Unmasked Estep 
Score: -11595231.000000 Penalty: 3735.751221
	Iteration 2Q: 3 clusters Score -1.159523e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55908 members 
Mstep: Class 2 contains 42278 members 
Entering Unmasked Estep 
Score: -11596152.000000 Penalty: 3735.751221
	Iteration 3Q: 3 clusters Score -1.159615e+07 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59492 members 
Mstep: Class 2 contains 38694 members 
Entering Unmasked Estep 
Score: -11597894.000000 Penalty: 3735.751221
	Iteration 4Q: 3 clusters Score -1.159789e+07 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64480 members 
Mstep: Class 2 contains 33706 members 
Entering Unmasked Estep 
Score: -11600822.000000 Penalty: 3735.751221
	Iteration 5F: 3 clusters Score -1.160082e+07 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70820 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -11605352.000000 Penalty: 3735.751221
	Iteration 6F: 3 clusters Score -1.160535e+07 nChanged 7105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77821 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -11611388.000000 Penalty: 3735.751221
	Iteration 7F: 3 clusters Score -1.161139e+07 nChanged 6277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84014 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -11617475.000000 Penalty: 3735.751221
	Iteration 8F: 3 clusters Score -1.161748e+07 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88635 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -11622219.000000 Penalty: 3735.751221
	Iteration 9Q: 3 clusters Score -1.162222e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91812 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -11625004.000000 Penalty: 3735.751221
	Iteration 10Q: 3 clusters Score -1.1625e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93998 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -11626833.000000 Penalty: 3735.751221
	Iteration 11Q: 3 clusters Score -1.162683e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95541 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -11628047.000000 Penalty: 3735.751221
	Iteration 12Q: 3 clusters Score -1.162805e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96580 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -11628926.000000 Penalty: 3735.751221
	Iteration 13Q: 3 clusters Score -1.162893e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97198 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -11629385.000000 Penalty: 3735.751221
	Iteration 14Q: 3 clusters Score -1.162938e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97560 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -11629733.000000 Penalty: 3735.751221
	Iteration 15Q: 3 clusters Score -1.162973e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97737 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -11629883.000000 Penalty: 3735.751221
	Iteration 16Q: 3 clusters Score -1.162988e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97821 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -11629962.000000 Penalty: 3735.751221
	Iteration 17Q: 3 clusters Score -1.162996e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97875 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -11630039.000000 Penalty: 3735.751221
	Iteration 18Q: 3 clusters Score -1.163004e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97907 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -11630039.000000 Penalty: 3735.751221
	Iteration 19Q: 3 clusters Score -1.163004e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97921 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -11630051.000000 Penalty: 3735.751221
	Iteration 20F: 3 clusters Score -1.163005e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97929 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -11630079.000000 Penalty: 3735.751221
	Iteration 21Q: 3 clusters Score -1.163008e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97936 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -11630086.000000 Penalty: 3735.751221
	Iteration 22Q: 3 clusters Score -1.163009e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97943 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -11630089.000000 Penalty: 3735.751221
	Iteration 23Q: 3 clusters Score -1.163009e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97946 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -11630101.000000 Penalty: 3735.751221
	Iteration 24Q: 3 clusters Score -1.16301e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97951 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -11630111.000000 Penalty: 3735.751221
	Iteration 25Q: 3 clusters Score -1.163011e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97953 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -11630120.000000 Penalty: 3735.751221
	Iteration 26Q: 3 clusters Score -1.163012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97956 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -11630124.000000 Penalty: 3735.751221
	Iteration 27Q: 3 clusters Score -1.163012e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97959 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -11630124.000000 Penalty: 3735.751221
	Iteration 28Q: 3 clusters Score -1.163012e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97960 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -11630135.000000 Penalty: 3735.751221
	Iteration 29Q: 3 clusters Score -1.163014e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97960 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -11630135.000000 Penalty: 3735.751221
	Iteration 30F: 3 clusters Score -1.163014e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 56 (105085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105085 members 
Entering Unmasked Estep 
Score: -12474360.000000 Penalty: 1878.910278
	Iteration 0F: 2 clusters Score -1.247436e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52709 members 
Mstep: Class 2 contains 52376 members 
Entering Unmasked Estep 
Score: -12406250.000000 Penalty: 3757.820557
	Iteration 0F: 3 clusters Score -1.240625e+07 nChanged 50201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55450 members 
Mstep: Class 2 contains 49635 members 
Entering Unmasked Estep 
Score: -12434887.000000 Penalty: 3757.820557
	Iteration 1F: 3 clusters Score -1.243489e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57151 members 
Mstep: Class 2 contains 47934 members 
Entering Unmasked Estep 
Score: -12435447.000000 Penalty: 3757.820557
	Iteration 2Q: 3 clusters Score -1.243545e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59780 members 
Mstep: Class 2 contains 45305 members 
Entering Unmasked Estep 
Score: -12436344.000000 Penalty: 3757.820557
	Iteration 3Q: 3 clusters Score -1.243634e+07 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63751 members 
Mstep: Class 2 contains 41334 members 
Entering Unmasked Estep 
Score: -12438092.000000 Penalty: 3757.820557
	Iteration 4Q: 3 clusters Score -1.243809e+07 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69561 members 
Mstep: Class 2 contains 35524 members 
Entering Unmasked Estep 
Score: -12441233.000000 Penalty: 3757.820557
	Iteration 5F: 3 clusters Score -1.244123e+07 nChanged 7959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77494 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -12446893.000000 Penalty: 3757.820557
	Iteration 6F: 3 clusters Score -1.244689e+07 nChanged 9729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87217 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -12455714.000000 Penalty: 3757.820557
	Iteration 7F: 3 clusters Score -1.245571e+07 nChanged 9316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96531 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -12464922.000000 Penalty: 3757.820557
	Iteration 8F: 3 clusters Score -1.246492e+07 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102238 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -12470040.000000 Penalty: 3757.820557
	Iteration 9F: 3 clusters Score -1.247004e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104301 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -12471931.000000 Penalty: 3757.820557
	Iteration 10Q: 3 clusters Score -1.247193e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104816 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -12472448.000000 Penalty: 3757.820557
	Iteration 11Q: 3 clusters Score -1.247245e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104902 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -12472590.000000 Penalty: 3757.820557
	Iteration 12Q: 3 clusters Score -1.247259e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104920 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -12472621.000000 Penalty: 3757.820557
	Iteration 13Q: 3 clusters Score -1.247262e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104926 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -12472645.000000 Penalty: 3757.820557
	Iteration 14Q: 3 clusters Score -1.247264e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104929 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -12472647.000000 Penalty: 3757.820557
	Iteration 15Q: 3 clusters Score -1.247265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104927 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -12472657.000000 Penalty: 3757.820557
	Iteration 16Q: 3 clusters Score -1.247266e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104930 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -12472664.000000 Penalty: 3757.820557
	Iteration 17Q: 3 clusters Score -1.247266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104932 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -12472674.000000 Penalty: 3757.820557
	Iteration 18Q: 3 clusters Score -1.247267e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104933 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -12472677.000000 Penalty: 3757.820557
	Iteration 19Q: 3 clusters Score -1.247268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104934 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -12472677.000000 Penalty: 3757.820557
	Iteration 20F: 3 clusters Score -1.247268e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104935 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12472688.000000 Penalty: 3757.820557
	Iteration 21Q: 3 clusters Score -1.247269e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104938 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12472694.000000 Penalty: 3757.820557
	Iteration 22Q: 3 clusters Score -1.247269e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104940 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -12472683.000000 Penalty: 3757.820557
	Iteration 23Q: 3 clusters Score -1.247268e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104941 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -12472693.000000 Penalty: 3757.820557
	Iteration 24Q: 3 clusters Score -1.247269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104942 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12472696.000000 Penalty: 3757.820557
	Iteration 25Q: 3 clusters Score -1.24727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104941 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -12472699.000000 Penalty: 3757.820557
	Iteration 26Q: 3 clusters Score -1.24727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104941 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -12472702.000000 Penalty: 3757.820557
	Iteration 27Q: 3 clusters Score -1.24727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104942 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12472707.000000 Penalty: 3757.820557
	Iteration 28Q: 3 clusters Score -1.247271e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104943 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12472702.000000 Penalty: 3757.820557
	Iteration 29Q: 3 clusters Score -1.24727e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104943 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -12472702.000000 Penalty: 3757.820557
	Iteration 30F: 3 clusters Score -1.24727e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 74740 members 
Mstep: Class 3 contains 2891 members 
Mstep: Class 4 contains 19228 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 87197 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192155 members 
Mstep: Class 11 contains 7873 members 
Mstep: Class 12 contains 29468 members 
Mstep: Class 13 contains 36283 members 
Mstep: Class 14 contains 9659 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 16 contains 29018 members 
Mstep: Class 17 contains 10360 members 
Mstep: Class 18 contains 8609 members 
Mstep: Class 19 contains 22955 members 
Mstep: Class 20 contains 1462 members 
Mstep: Class 21 contains 31628 members 
Mstep: Class 22 contains 20780 members 
Mstep: Class 23 contains 77759 members 
Mstep: Class 24 contains 13915 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12777 members 
Mstep: Class 29 contains 27785 members 
Mstep: Class 30 contains 3849 members 
Mstep: Class 31 contains 11535 members 
Mstep: Class 32 contains 7517 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 80703 members 
Mstep: Class 35 contains 82244 members 
Mstep: Class 36 contains 6513 members 
Mstep: Class 37 contains 9535 members 
Mstep: Class 38 contains 79480 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 10966 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 75507 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5481 members 
Mstep: Class 48 contains 88885 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 73498 members 
Mstep: Class 51 contains 22488 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 94024 members 
Mstep: Class 54 contains 36413 members 
Mstep: Class 55 contains 98186 members 
Mstep: Class 56 contains 105085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194731920.000000 Penalty: 133004.953125
Iteration 479Q: 58 clusters Score -1.947319e+08 nChanged 10709
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 75935 members 
Mstep: Class 3 contains 2883 members 
Mstep: Class 4 contains 19225 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 87277 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192154 members 
Mstep: Class 11 contains 7845 members 
Mstep: Class 12 contains 29471 members 
Mstep: Class 13 contains 36337 members 
Mstep: Class 14 contains 9648 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 16 contains 30527 members 
Mstep: Class 17 contains 10377 members 
Mstep: Class 18 contains 8601 members 
Mstep: Class 19 contains 22956 members 
Mstep: Class 20 contains 1462 members 
Mstep: Class 21 contains 31623 members 
Mstep: Class 22 contains 20791 members 
Mstep: Class 23 contains 77610 members 
Mstep: Class 24 contains 13928 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12777 members 
Mstep: Class 29 contains 27807 members 
Mstep: Class 30 contains 3849 members 
Mstep: Class 31 contains 11530 members 
Mstep: Class 32 contains 7517 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 80687 members 
Mstep: Class 35 contains 82330 members 
Mstep: Class 36 contains 6514 members 
Mstep: Class 37 contains 9530 members 
Mstep: Class 38 contains 79475 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 10972 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 75559 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5484 members 
Mstep: Class 48 contains 88361 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 73068 members 
Mstep: Class 51 contains 22488 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 94459 members 
Mstep: Class 54 contains 36210 members 
Mstep: Class 55 contains 97822 members 
Mstep: Class 56 contains 104445 members 
Mstep: Class 57 contains 100493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194734128.000000 Penalty: 133004.953125
Iteration 480F: 58 clusters Score -1.947341e+08 nChanged 8875
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 77255 members 
Mstep: Class 3 contains 2878 members 
Mstep: Class 4 contains 19220 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 87066 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192151 members 
Mstep: Class 11 contains 7823 members 
Mstep: Class 12 contains 29472 members 
Mstep: Class 13 contains 36336 members 
Mstep: Class 14 contains 9632 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 16 contains 30907 members 
Mstep: Class 17 contains 10384 members 
Mstep: Class 18 contains 8582 members 
Mstep: Class 19 contains 22959 members 
Mstep: Class 20 contains 1462 members 
Mstep: Class 21 contains 31616 members 
Mstep: Class 22 contains 20777 members 
Mstep: Class 23 contains 77427 members 
Mstep: Class 24 contains 13941 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12777 members 
Mstep: Class 29 contains 27750 members 
Mstep: Class 30 contains 3849 members 
Mstep: Class 31 contains 11536 members 
Mstep: Class 32 contains 7518 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 80485 members 
Mstep: Class 35 contains 82466 members 
Mstep: Class 36 contains 6517 members 
Mstep: Class 37 contains 9501 members 
Mstep: Class 38 contains 79469 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 10902 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 75511 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5496 members 
Mstep: Class 48 contains 88211 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 72679 members 
Mstep: Class 51 contains 22331 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 94776 members 
Mstep: Class 54 contains 35662 members 
Mstep: Class 55 contains 97219 members 
Mstep: Class 56 contains 103962 members 
Mstep: Class 57 contains 101522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194734944.000000 Penalty: 133004.953125
Iteration 481Q: 58 clusters Score -1.947349e+08 nChanged 7731
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 78678 members 
Mstep: Class 3 contains 2877 members 
Mstep: Class 4 contains 19222 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 86920 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192151 members 
Mstep: Class 11 contains 7800 members 
Mstep: Class 12 contains 29468 members 
Mstep: Class 13 contains 36325 members 
Mstep: Class 14 contains 9620 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 16 contains 31428 members 
Mstep: Class 17 contains 10395 members 
Mstep: Class 18 contains 8566 members 
Mstep: Class 19 contains 22958 members 
Mstep: Class 20 contains 1462 members 
Mstep: Class 21 contains 31614 members 
Mstep: Class 22 contains 20764 members 
Mstep: Class 23 contains 77210 members 
Mstep: Class 24 contains 13945 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12777 members 
Mstep: Class 29 contains 27678 members 
Mstep: Class 30 contains 3848 members 
Mstep: Class 31 contains 11538 members 
Mstep: Class 32 contains 7518 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 80345 members 
Mstep: Class 35 contains 82655 members 
Mstep: Class 36 contains 6502 members 
Mstep: Class 37 contains 9490 members 
Mstep: Class 38 contains 79467 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 10831 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 75483 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5513 members 
Mstep: Class 48 contains 88272 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 72340 members 
Mstep: Class 51 contains 22137 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 95128 members 
Mstep: Class 54 contains 35232 members 
Mstep: Class 55 contains 96626 members 
Mstep: Class 56 contains 103234 members 
Mstep: Class 57 contains 102010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194736048.000000 Penalty: 133004.953125
Iteration 482Q: 58 clusters Score -1.94736e+08 nChanged 7658
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 80139 members 
Mstep: Class 3 contains 2876 members 
Mstep: Class 4 contains 19223 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 86815 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192143 members 
Mstep: Class 11 contains 7781 members 
Mstep: Class 12 contains 29465 members 
Mstep: Class 13 contains 36298 members 
Mstep: Class 14 contains 9603 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 16 contains 32022 members 
Mstep: Class 17 contains 10403 members 
Mstep: Class 18 contains 8558 members 
Mstep: Class 19 contains 22954 members 
Mstep: Class 20 contains 1461 members 
Mstep: Class 21 contains 31608 members 
Mstep: Class 22 contains 20755 members 
Mstep: Class 23 contains 77045 members 
Mstep: Class 24 contains 13952 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12777 members 
Mstep: Class 29 contains 27610 members 
Mstep: Class 30 contains 3845 members 
Mstep: Class 31 contains 11540 members 
Mstep: Class 32 contains 7518 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 80224 members 
Mstep: Class 35 contains 82849 members 
Mstep: Class 36 contains 6494 members 
Mstep: Class 37 contains 9479 members 
Mstep: Class 38 contains 79463 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 10777 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 75410 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5516 members 
Mstep: Class 48 contains 88271 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 71985 members 
Mstep: Class 51 contains 21953 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 95546 members 
Mstep: Class 54 contains 34742 members 
Mstep: Class 55 contains 96158 members 
Mstep: Class 56 contains 102295 members 
Mstep: Class 57 contains 102474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194736672.000000 Penalty: 133004.953125
Iteration 483Q: 58 clusters Score -1.947367e+08 nChanged 7720
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 81556 members 
Mstep: Class 3 contains 2875 members 
Mstep: Class 4 contains 19224 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 86704 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192144 members 
Mstep: Class 11 contains 7766 members 
Mstep: Class 12 contains 29463 members 
Mstep: Class 13 contains 36275 members 
Mstep: Class 14 contains 9596 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 16 contains 32787 members 
Mstep: Class 17 contains 10398 members 
Mstep: Class 18 contains 8557 members 
Mstep: Class 19 contains 22953 members 
Mstep: Class 20 contains 1461 members 
Mstep: Class 21 contains 31606 members 
Mstep: Class 22 contains 20733 members 
Mstep: Class 23 contains 76844 members 
Mstep: Class 24 contains 13955 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12777 members 
Mstep: Class 29 contains 27533 members 
Mstep: Class 30 contains 3845 members 
Mstep: Class 31 contains 11543 members 
Mstep: Class 32 contains 7518 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 80125 members 
Mstep: Class 35 contains 83017 members 
Mstep: Class 36 contains 6493 members 
Mstep: Class 37 contains 9474 members 
Mstep: Class 38 contains 79459 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 10718 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 75309 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5515 members 
Mstep: Class 48 contains 88322 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 71643 members 
Mstep: Class 51 contains 21802 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 96202 members 
Mstep: Class 54 contains 34272 members 
Mstep: Class 55 contains 95705 members 
Mstep: Class 56 contains 101380 members 
Mstep: Class 57 contains 102478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194737680.000000 Penalty: 133004.953125
Iteration 484Q: 58 clusters Score -1.947377e+08 nChanged 7680
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 82968 members 
Mstep: Class 3 contains 2876 members 
Mstep: Class 4 contains 19229 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 86590 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192139 members 
Mstep: Class 11 contains 7754 members 
Mstep: Class 12 contains 29460 members 
Mstep: Class 13 contains 36269 members 
Mstep: Class 14 contains 9580 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 16 contains 33715 members 
Mstep: Class 17 contains 10399 members 
Mstep: Class 18 contains 8562 members 
Mstep: Class 19 contains 22951 members 
Mstep: Class 20 contains 1461 members 
Mstep: Class 21 contains 31603 members 
Mstep: Class 22 contains 20705 members 
Mstep: Class 23 contains 76722 members 
Mstep: Class 24 contains 13960 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12777 members 
Mstep: Class 29 contains 27459 members 
Mstep: Class 30 contains 3845 members 
Mstep: Class 31 contains 11552 members 
Mstep: Class 32 contains 7518 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 80041 members 
Mstep: Class 35 contains 83167 members 
Mstep: Class 36 contains 6490 members 
Mstep: Class 37 contains 9474 members 
Mstep: Class 38 contains 79458 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 10654 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 75178 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5512 members 
Mstep: Class 48 contains 88422 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 71299 members 
Mstep: Class 51 contains 21642 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 96810 members 
Mstep: Class 54 contains 33813 members 
Mstep: Class 55 contains 95299 members 
Mstep: Class 56 contains 100471 members 
Mstep: Class 57 contains 102203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738768.000000 Penalty: 133004.953125
Iteration 485Q: 58 clusters Score -1.947388e+08 nChanged 7361
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 84165 members 
Mstep: Class 3 contains 2875 members 
Mstep: Class 4 contains 19237 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 86476 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192145 members 
Mstep: Class 11 contains 7744 members 
Mstep: Class 12 contains 29458 members 
Mstep: Class 13 contains 36271 members 
Mstep: Class 14 contains 9573 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 16 contains 34579 members 
Mstep: Class 17 contains 10395 members 
Mstep: Class 18 contains 8563 members 
Mstep: Class 19 contains 22949 members 
Mstep: Class 20 contains 1461 members 
Mstep: Class 21 contains 31602 members 
Mstep: Class 22 contains 20683 members 
Mstep: Class 23 contains 76763 members 
Mstep: Class 24 contains 13967 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12777 members 
Mstep: Class 29 contains 27384 members 
Mstep: Class 30 contains 3845 members 
Mstep: Class 31 contains 11559 members 
Mstep: Class 32 contains 7518 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 79989 members 
Mstep: Class 35 contains 83200 members 
Mstep: Class 36 contains 6479 members 
Mstep: Class 37 contains 9459 members 
Mstep: Class 38 contains 79451 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 10595 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 75020 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5512 members 
Mstep: Class 48 contains 88487 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 70966 members 
Mstep: Class 51 contains 21480 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 97281 members 
Mstep: Class 54 contains 33346 members 
Mstep: Class 55 contains 94969 members 
Mstep: Class 56 contains 99808 members 
Mstep: Class 57 contains 101996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739584.000000 Penalty: 133004.953125
Iteration 486Q: 58 clusters Score -1.947396e+08 nChanged 7360
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 85337 members 
Mstep: Class 3 contains 2876 members 
Mstep: Class 4 contains 19240 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 86392 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192148 members 
Mstep: Class 11 contains 7731 members 
Mstep: Class 12 contains 29456 members 
Mstep: Class 13 contains 36260 members 
Mstep: Class 14 contains 9560 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 16 contains 35631 members 
Mstep: Class 17 contains 10401 members 
Mstep: Class 18 contains 8565 members 
Mstep: Class 19 contains 22946 members 
Mstep: Class 20 contains 1461 members 
Mstep: Class 21 contains 31597 members 
Mstep: Class 22 contains 20649 members 
Mstep: Class 23 contains 77002 members 
Mstep: Class 24 contains 13972 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12777 members 
Mstep: Class 29 contains 27315 members 
Mstep: Class 30 contains 3845 members 
Mstep: Class 31 contains 11562 members 
Mstep: Class 32 contains 7518 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 79955 members 
Mstep: Class 35 contains 83207 members 
Mstep: Class 36 contains 6468 members 
Mstep: Class 37 contains 9457 members 
Mstep: Class 38 contains 79450 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 10544 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 74866 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5485 members 
Mstep: Class 48 contains 88486 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 70640 members 
Mstep: Class 51 contains 21322 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 97446 members 
Mstep: Class 54 contains 32936 members 
Mstep: Class 55 contains 94666 members 
Mstep: Class 56 contains 99549 members 
Mstep: Class 57 contains 101309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740128.000000 Penalty: 133004.953125
Iteration 487Q: 58 clusters Score -1.947401e+08 nChanged 7038
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 86446 members 
Mstep: Class 3 contains 2877 members 
Mstep: Class 4 contains 19242 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 86307 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192145 members 
Mstep: Class 11 contains 7717 members 
Mstep: Class 12 contains 29455 members 
Mstep: Class 13 contains 36246 members 
Mstep: Class 14 contains 9550 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 16 contains 36770 members 
Mstep: Class 17 contains 10404 members 
Mstep: Class 18 contains 8568 members 
Mstep: Class 19 contains 22943 members 
Mstep: Class 20 contains 1461 members 
Mstep: Class 21 contains 31597 members 
Mstep: Class 22 contains 20645 members 
Mstep: Class 23 contains 77421 members 
Mstep: Class 24 contains 13972 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12777 members 
Mstep: Class 29 contains 27251 members 
Mstep: Class 30 contains 3844 members 
Mstep: Class 31 contains 11565 members 
Mstep: Class 32 contains 7518 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 79925 members 
Mstep: Class 35 contains 83138 members 
Mstep: Class 36 contains 6458 members 
Mstep: Class 37 contains 9454 members 
Mstep: Class 38 contains 79445 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 10479 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 74735 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5455 members 
Mstep: Class 48 contains 88402 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 70276 members 
Mstep: Class 51 contains 21163 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 97328 members 
Mstep: Class 54 contains 32489 members 
Mstep: Class 55 contains 94415 members 
Mstep: Class 56 contains 99414 members 
Mstep: Class 57 contains 100730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740320.000000 Penalty: 133004.953125
Iteration 488Q: 58 clusters Score -1.947403e+08 nChanged 7217
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 87630 members 
Mstep: Class 3 contains 2875 members 
Mstep: Class 4 contains 19244 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 86219 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192147 members 
Mstep: Class 11 contains 7706 members 
Mstep: Class 12 contains 29455 members 
Mstep: Class 13 contains 36232 members 
Mstep: Class 14 contains 9532 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 16 contains 37757 members 
Mstep: Class 17 contains 10405 members 
Mstep: Class 18 contains 8571 members 
Mstep: Class 19 contains 22938 members 
Mstep: Class 20 contains 1461 members 
Mstep: Class 21 contains 31597 members 
Mstep: Class 22 contains 20623 members 
Mstep: Class 23 contains 77882 members 
Mstep: Class 24 contains 13973 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12777 members 
Mstep: Class 29 contains 27194 members 
Mstep: Class 30 contains 3844 members 
Mstep: Class 31 contains 11565 members 
Mstep: Class 32 contains 7518 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 79898 members 
Mstep: Class 35 contains 83093 members 
Mstep: Class 36 contains 6457 members 
Mstep: Class 37 contains 9454 members 
Mstep: Class 38 contains 79446 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 10418 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 74602 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5427 members 
Mstep: Class 48 contains 88386 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 69916 members 
Mstep: Class 51 contains 20988 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 97233 members 
Mstep: Class 54 contains 32066 members 
Mstep: Class 55 contains 94139 members 
Mstep: Class 56 contains 99138 members 
Mstep: Class 57 contains 100221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194741264.000000 Penalty: 133004.953125
Iteration 489Q: 58 clusters Score -1.947413e+08 nChanged 7259
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 88759 members 
Mstep: Class 3 contains 2874 members 
Mstep: Class 4 contains 19238 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 86154 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192150 members 
Mstep: Class 11 contains 7695 members 
Mstep: Class 12 contains 29454 members 
Mstep: Class 13 contains 36228 members 
Mstep: Class 14 contains 9521 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 16 contains 38779 members 
Mstep: Class 17 contains 10409 members 
Mstep: Class 18 contains 8575 members 
Mstep: Class 19 contains 22935 members 
Mstep: Class 20 contains 1460 members 
Mstep: Class 21 contains 31593 members 
Mstep: Class 22 contains 20599 members 
Mstep: Class 23 contains 78298 members 
Mstep: Class 24 contains 13976 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12777 members 
Mstep: Class 29 contains 27127 members 
Mstep: Class 30 contains 3843 members 
Mstep: Class 31 contains 11569 members 
Mstep: Class 32 contains 7518 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 79877 members 
Mstep: Class 35 contains 83049 members 
Mstep: Class 36 contains 6457 members 
Mstep: Class 37 contains 9449 members 
Mstep: Class 38 contains 79447 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 10338 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 74510 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5412 members 
Mstep: Class 48 contains 88426 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 69580 members 
Mstep: Class 51 contains 20817 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 97090 members 
Mstep: Class 54 contains 31619 members 
Mstep: Class 55 contains 93862 members 
Mstep: Class 56 contains 99260 members 
Mstep: Class 57 contains 99303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194741184.000000 Penalty: 133004.953125
Iteration 490Q: 58 clusters Score -1.947412e+08 nChanged 7337
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 89975 members 
Mstep: Class 3 contains 2872 members 
Mstep: Class 4 contains 19237 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 86082 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192151 members 
Mstep: Class 11 contains 7685 members 
Mstep: Class 12 contains 29451 members 
Mstep: Class 13 contains 36240 members 
Mstep: Class 14 contains 9516 members 
Mstep: Class 15 contains 4362 members 
Mstep: Class 16 contains 39792 members 
Mstep: Class 17 contains 10403 members 
Mstep: Class 18 contains 8569 members 
Mstep: Class 19 contains 22935 members 
Mstep: Class 20 contains 1460 members 
Mstep: Class 21 contains 31589 members 
Mstep: Class 22 contains 20560 members 
Mstep: Class 23 contains 78585 members 
Mstep: Class 24 contains 13982 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12777 members 
Mstep: Class 29 contains 27053 members 
Mstep: Class 30 contains 3844 members 
Mstep: Class 31 contains 11571 members 
Mstep: Class 32 contains 7518 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 79851 members 
Mstep: Class 35 contains 83039 members 
Mstep: Class 36 contains 6447 members 
Mstep: Class 37 contains 9439 members 
Mstep: Class 38 contains 79447 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 10277 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 74400 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5395 members 
Mstep: Class 48 contains 88519 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 69217 members 
Mstep: Class 51 contains 20620 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 96979 members 
Mstep: Class 54 contains 31156 members 
Mstep: Class 55 contains 93594 members 
Mstep: Class 56 contains 99487 members 
Mstep: Class 57 contains 98312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194741520.000000 Penalty: 133004.953125
Iteration 491Q: 58 clusters Score -1.947415e+08 nChanged 7324
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 91171 members 
Mstep: Class 3 contains 2865 members 
Mstep: Class 4 contains 19243 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 86012 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192152 members 
Mstep: Class 11 contains 7670 members 
Mstep: Class 12 contains 29449 members 
Mstep: Class 13 contains 36244 members 
Mstep: Class 14 contains 9516 members 
Mstep: Class 15 contains 4362 members 
Mstep: Class 16 contains 40516 members 
Mstep: Class 17 contains 10395 members 
Mstep: Class 18 contains 8584 members 
Mstep: Class 19 contains 22936 members 
Mstep: Class 20 contains 1460 members 
Mstep: Class 21 contains 31586 members 
Mstep: Class 22 contains 20521 members 
Mstep: Class 23 contains 78813 members 
Mstep: Class 24 contains 13987 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12777 members 
Mstep: Class 29 contains 26987 members 
Mstep: Class 30 contains 3843 members 
Mstep: Class 31 contains 11581 members 
Mstep: Class 32 contains 7518 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 79829 members 
Mstep: Class 35 contains 83043 members 
Mstep: Class 36 contains 6444 members 
Mstep: Class 37 contains 9430 members 
Mstep: Class 38 contains 79445 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 10202 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 74269 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5370 members 
Mstep: Class 48 contains 88785 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 68828 members 
Mstep: Class 51 contains 20411 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 96990 members 
Mstep: Class 54 contains 30674 members 
Mstep: Class 55 contains 93361 members 
Mstep: Class 56 contains 99638 members 
Mstep: Class 57 contains 97481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194741840.000000 Penalty: 133004.953125
Iteration 492Q: 58 clusters Score -1.947418e+08 nChanged 7063
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 92221 members 
Mstep: Class 3 contains 2862 members 
Mstep: Class 4 contains 19251 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 85964 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192150 members 
Mstep: Class 11 contains 7656 members 
Mstep: Class 12 contains 29446 members 
Mstep: Class 13 contains 36238 members 
Mstep: Class 14 contains 9514 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 16 contains 41095 members 
Mstep: Class 17 contains 10396 members 
Mstep: Class 18 contains 8602 members 
Mstep: Class 19 contains 22935 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 31584 members 
Mstep: Class 22 contains 20485 members 
Mstep: Class 23 contains 79143 members 
Mstep: Class 24 contains 13997 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12778 members 
Mstep: Class 29 contains 26938 members 
Mstep: Class 30 contains 3844 members 
Mstep: Class 31 contains 11587 members 
Mstep: Class 32 contains 7518 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 79844 members 
Mstep: Class 35 contains 83039 members 
Mstep: Class 36 contains 6432 members 
Mstep: Class 37 contains 9429 members 
Mstep: Class 38 contains 79444 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 10116 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 74127 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5329 members 
Mstep: Class 48 contains 89038 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 68437 members 
Mstep: Class 51 contains 20245 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 96924 members 
Mstep: Class 54 contains 30162 members 
Mstep: Class 55 contains 93097 members 
Mstep: Class 56 contains 99929 members 
Mstep: Class 57 contains 96772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194742112.000000 Penalty: 133004.953125
Iteration 493Q: 58 clusters Score -1.947421e+08 nChanged 7068
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 93307 members 
Mstep: Class 3 contains 2860 members 
Mstep: Class 4 contains 19256 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 85937 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192151 members 
Mstep: Class 11 contains 7643 members 
Mstep: Class 12 contains 29445 members 
Mstep: Class 13 contains 36228 members 
Mstep: Class 14 contains 9507 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 16 contains 41683 members 
Mstep: Class 17 contains 10396 members 
Mstep: Class 18 contains 8611 members 
Mstep: Class 19 contains 22935 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 31586 members 
Mstep: Class 22 contains 20455 members 
Mstep: Class 23 contains 79488 members 
Mstep: Class 24 contains 14002 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12778 members 
Mstep: Class 29 contains 26889 members 
Mstep: Class 30 contains 3845 members 
Mstep: Class 31 contains 11595 members 
Mstep: Class 32 contains 7518 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 79843 members 
Mstep: Class 35 contains 83003 members 
Mstep: Class 36 contains 6428 members 
Mstep: Class 37 contains 9427 members 
Mstep: Class 38 contains 79444 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 10034 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 73942 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5278 members 
Mstep: Class 48 contains 89365 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 68031 members 
Mstep: Class 51 contains 20068 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 96889 members 
Mstep: Class 54 contains 29671 members 
Mstep: Class 55 contains 92899 members 
Mstep: Class 56 contains 100159 members 
Mstep: Class 57 contains 95972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194742304.000000 Penalty: 133004.953125
Iteration 494Q: 58 clusters Score -1.947423e+08 nChanged 6591
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 94425 members 
Mstep: Class 3 contains 2854 members 
Mstep: Class 4 contains 19260 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 85916 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192148 members 
Mstep: Class 11 contains 7634 members 
Mstep: Class 12 contains 29448 members 
Mstep: Class 13 contains 36235 members 
Mstep: Class 14 contains 9499 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 16 contains 42185 members 
Mstep: Class 17 contains 10396 members 
Mstep: Class 18 contains 8617 members 
Mstep: Class 19 contains 22936 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 31584 members 
Mstep: Class 22 contains 20423 members 
Mstep: Class 23 contains 79841 members 
Mstep: Class 24 contains 14008 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12778 members 
Mstep: Class 29 contains 26834 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 11606 members 
Mstep: Class 32 contains 7518 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 79854 members 
Mstep: Class 35 contains 82896 members 
Mstep: Class 36 contains 6433 members 
Mstep: Class 37 contains 9427 members 
Mstep: Class 38 contains 79443 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 9983 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 73763 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5234 members 
Mstep: Class 48 contains 89641 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 67589 members 
Mstep: Class 51 contains 19867 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 96624 members 
Mstep: Class 54 contains 29223 members 
Mstep: Class 55 contains 92801 members 
Mstep: Class 56 contains 100412 members 
Mstep: Class 57 contains 95387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194741968.000000 Penalty: 133004.953125
Iteration 495Q: 58 clusters Score -1.94742e+08 nChanged 6358
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 95527 members 
Mstep: Class 3 contains 2855 members 
Mstep: Class 4 contains 19264 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 85902 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192149 members 
Mstep: Class 11 contains 7623 members 
Mstep: Class 12 contains 29446 members 
Mstep: Class 13 contains 36241 members 
Mstep: Class 14 contains 9489 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 16 contains 42528 members 
Mstep: Class 17 contains 10395 members 
Mstep: Class 18 contains 8631 members 
Mstep: Class 19 contains 22936 members 
Mstep: Class 20 contains 1458 members 
Mstep: Class 21 contains 31581 members 
Mstep: Class 22 contains 20386 members 
Mstep: Class 23 contains 80160 members 
Mstep: Class 24 contains 14011 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12778 members 
Mstep: Class 29 contains 26767 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 11614 members 
Mstep: Class 32 contains 7518 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 79863 members 
Mstep: Class 35 contains 82805 members 
Mstep: Class 36 contains 6437 members 
Mstep: Class 37 contains 9421 members 
Mstep: Class 38 contains 79444 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 9931 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 73599 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5199 members 
Mstep: Class 48 contains 89986 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 67181 members 
Mstep: Class 51 contains 19671 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 96456 members 
Mstep: Class 54 contains 28761 members 
Mstep: Class 55 contains 92817 members 
Mstep: Class 56 contains 100518 members 
Mstep: Class 57 contains 94833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194742096.000000 Penalty: 133004.953125
Iteration 496Q: 58 clusters Score -1.947421e+08 nChanged 6441
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 96593 members 
Mstep: Class 3 contains 2854 members 
Mstep: Class 4 contains 19261 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 85914 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192150 members 
Mstep: Class 11 contains 7611 members 
Mstep: Class 12 contains 29446 members 
Mstep: Class 13 contains 36241 members 
Mstep: Class 14 contains 9479 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 16 contains 43043 members 
Mstep: Class 17 contains 10395 members 
Mstep: Class 18 contains 8635 members 
Mstep: Class 19 contains 22935 members 
Mstep: Class 20 contains 1458 members 
Mstep: Class 21 contains 31580 members 
Mstep: Class 22 contains 20347 members 
Mstep: Class 23 contains 80506 members 
Mstep: Class 24 contains 14013 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12778 members 
Mstep: Class 29 contains 26701 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 11621 members 
Mstep: Class 32 contains 7518 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 79900 members 
Mstep: Class 35 contains 82609 members 
Mstep: Class 36 contains 6448 members 
Mstep: Class 37 contains 9425 members 
Mstep: Class 38 contains 79445 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 9882 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 73462 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5171 members 
Mstep: Class 48 contains 90281 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 66768 members 
Mstep: Class 51 contains 19473 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 96239 members 
Mstep: Class 54 contains 28302 members 
Mstep: Class 55 contains 92811 members 
Mstep: Class 56 contains 100620 members 
Mstep: Class 57 contains 94266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194741840.000000 Penalty: 133004.953125
Iteration 497Q: 58 clusters Score -1.947418e+08 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 97627 members 
Mstep: Class 3 contains 2852 members 
Mstep: Class 4 contains 19264 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 85932 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192149 members 
Mstep: Class 11 contains 7594 members 
Mstep: Class 12 contains 29448 members 
Mstep: Class 13 contains 36235 members 
Mstep: Class 14 contains 9475 members 
Mstep: Class 15 contains 4360 members 
Mstep: Class 16 contains 43363 members 
Mstep: Class 17 contains 10391 members 
Mstep: Class 18 contains 8652 members 
Mstep: Class 19 contains 22933 members 
Mstep: Class 20 contains 1458 members 
Mstep: Class 21 contains 31575 members 
Mstep: Class 22 contains 20319 members 
Mstep: Class 23 contains 80726 members 
Mstep: Class 24 contains 14012 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12778 members 
Mstep: Class 29 contains 26626 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 11637 members 
Mstep: Class 32 contains 7518 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 79929 members 
Mstep: Class 35 contains 82407 members 
Mstep: Class 36 contains 6469 members 
Mstep: Class 37 contains 9445 members 
Mstep: Class 38 contains 79445 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 9815 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 73327 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5132 members 
Mstep: Class 48 contains 90640 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 66354 members 
Mstep: Class 51 contains 19299 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 96091 members 
Mstep: Class 54 contains 27872 members 
Mstep: Class 55 contains 92844 members 
Mstep: Class 56 contains 100949 members 
Mstep: Class 57 contains 93600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194741664.000000 Penalty: 133004.953125
Iteration 498Q: 58 clusters Score -1.947417e+08 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 98595 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 19270 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 85940 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192139 members 
Mstep: Class 11 contains 7589 members 
Mstep: Class 12 contains 29443 members 
Mstep: Class 13 contains 36234 members 
Mstep: Class 14 contains 9467 members 
Mstep: Class 15 contains 4360 members 
Mstep: Class 16 contains 43776 members 
Mstep: Class 17 contains 10388 members 
Mstep: Class 18 contains 8652 members 
Mstep: Class 19 contains 22935 members 
Mstep: Class 20 contains 1458 members 
Mstep: Class 21 contains 31573 members 
Mstep: Class 22 contains 20278 members 
Mstep: Class 23 contains 80770 members 
Mstep: Class 24 contains 14016 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12778 members 
Mstep: Class 29 contains 26547 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 11644 members 
Mstep: Class 32 contains 7518 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 79948 members 
Mstep: Class 35 contains 82146 members 
Mstep: Class 36 contains 6486 members 
Mstep: Class 37 contains 9468 members 
Mstep: Class 38 contains 79445 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 9759 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 73246 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5102 members 
Mstep: Class 48 contains 90962 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 66003 members 
Mstep: Class 51 contains 19134 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 96031 members 
Mstep: Class 54 contains 27479 members 
Mstep: Class 55 contains 92811 members 
Mstep: Class 56 contains 101230 members 
Mstep: Class 57 contains 93072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194741616.000000 Penalty: 133004.953125
Iteration 499Q: 58 clusters Score -1.947416e+08 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 99744 members 
Mstep: Class 3 contains 2851 members 
Mstep: Class 4 contains 19267 members 
Mstep: Class 5 contains 554 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 85931 members 
Mstep: Class 8 contains 242 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 192140 members 
Mstep: Class 11 contains 7588 members 
Mstep: Class 12 contains 29439 members 
Mstep: Class 13 contains 36246 members 
Mstep: Class 14 contains 9461 members 
Mstep: Class 15 contains 4360 members 
Mstep: Class 16 contains 44194 members 
Mstep: Class 17 contains 10387 members 
Mstep: Class 18 contains 8658 members 
Mstep: Class 19 contains 22935 members 
Mstep: Class 20 contains 1458 members 
Mstep: Class 21 contains 31570 members 
Mstep: Class 22 contains 20235 members 
Mstep: Class 23 contains 80625 members 
Mstep: Class 24 contains 14022 members 
Mstep: Class 25 contains 611 members 
Mstep: Class 26 contains 617 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 12778 members 
Mstep: Class 29 contains 26471 members 
Mstep: Class 30 contains 3846 members 
Mstep: Class 31 contains 11643 members 
Mstep: Class 32 contains 7518 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 79960 members 
Mstep: Class 35 contains 81854 members 
Mstep: Class 36 contains 6507 members 
Mstep: Class 37 contains 9487 members 
Mstep: Class 38 contains 79442 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 818 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 9700 members 
Mstep: Class 43 contains 1006 members 
Mstep: Class 44 contains 73217 members 
Mstep: Class 45 contains 400 members 
Mstep: Class 46 contains 343 members 
Mstep: Class 47 contains 5073 members 
Mstep: Class 48 contains 91240 members 
Mstep: Class 49 contains 798 members 
Mstep: Class 50 contains 65651 members 
Mstep: Class 51 contains 18964 members 
Mstep: Class 52 contains 304 members 
Mstep: Class 53 contains 95854 members 
Mstep: Class 54 contains 27152 members 
Mstep: Class 55 contains 92842 members 
Mstep: Class 56 contains 101471 members 
Mstep: Class 57 contains 92607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194741616.000000 Penalty: 133004.953125
Iteration 500F: 58 clusters Score -1.947416e+08 nChanged 5473
Maximum iterations exceeded
--- Evaluating fit on full set of 5168648 points ---
Entering Unmasked Estep 
Score: -598286272.000000 Penalty: 143180.843750
22->58 Clusters: Score -598286272.000000, best is -599104192.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 1722882 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78112 members 
Mstep: Class 2 contains 77956 members 
Mstep: Class 3 contains 79161 members 
Mstep: Class 4 contains 77964 members 
Mstep: Class 5 contains 77978 members 
Mstep: Class 6 contains 78015 members 
Mstep: Class 7 contains 78664 members 
Mstep: Class 8 contains 78287 members 
Mstep: Class 9 contains 78533 members 
Mstep: Class 10 contains 78291 members 
Mstep: Class 11 contains 78693 members 
Mstep: Class 12 contains 78432 members 
Mstep: Class 13 contains 78109 members 
Mstep: Class 14 contains 77909 members 
Mstep: Class 15 contains 78605 members 
Mstep: Class 16 contains 78574 members 
Mstep: Class 17 contains 78592 members 
Mstep: Class 18 contains 77996 members 
Mstep: Class 19 contains 78440 members 
Mstep: Class 20 contains 78389 members 
Mstep: Class 21 contains 78078 members 
Mstep: Class 22 contains 78104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1865.655029 but Gain 2333.421875
Score: -187409648.000000 Penalty: 49001.824219
Iteration 0F: 22 clusters Score -1.874096e+08 nChanged 1643905
Entering Unmasked Mstep 
Mstep: Class 0 contains 3853 members 
Mstep: Class 1 contains 52393 members 
Mstep: Class 2 contains 14870 members 
Mstep: Class 3 contains 524017 members 
Mstep: Class 4 contains 10590 members 
Mstep: Class 6 contains 40081 members 
Mstep: Class 7 contains 5926 members 
Mstep: Class 8 contains 67393 members 
Mstep: Class 9 contains 34209 members 
Mstep: Class 10 contains 265440 members 
Mstep: Class 11 contains 22265 members 
Mstep: Class 12 contains 15815 members 
Mstep: Class 13 contains 7909 members 
Mstep: Class 14 contains 10060 members 
Mstep: Class 15 contains 229147 members 
Mstep: Class 16 contains 263259 members 
Mstep: Class 17 contains 64139 members 
Mstep: Class 18 contains 20982 members 
Mstep: Class 19 contains 31777 members 
Mstep: Class 20 contains 7703 members 
Mstep: Class 21 contains 15660 members 
Mstep: Class 22 contains 15394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -191472000.000000 Penalty: 49001.824219
Iteration 1F: 22 clusters Score -1.91472e+08 nChanged 645591
Entering Unmasked Mstep 
Mstep: Class 0 contains 3268 members 
Mstep: Class 1 contains 50111 members 
Mstep: Class 2 contains 9910 members 
Mstep: Class 3 contains 297013 members 
Mstep: Class 4 contains 10526 members 
Mstep: Class 6 contains 35344 members 
Mstep: Class 7 contains 3715 members 
Mstep: Class 8 contains 65003 members 
Mstep: Class 9 contains 25969 members 
Mstep: Class 10 contains 355306 members 
Mstep: Class 11 contains 17078 members 
Mstep: Class 12 contains 13273 members 
Mstep: Class 13 contains 5324 members 
Mstep: Class 14 contains 6958 members 
Mstep: Class 15 contains 340899 members 
Mstep: Class 16 contains 314062 members 
Mstep: Class 17 contains 81718 members 
Mstep: Class 18 contains 30381 members 
Mstep: Class 19 contains 29562 members 
Mstep: Class 20 contains 5132 members 
Mstep: Class 21 contains 9560 members 
Mstep: Class 22 contains 12770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -191855520.000000 Penalty: 49001.824219
Iteration 2F: 22 clusters Score -1.918555e+08 nChanged 469872
Entering Unmasked Mstep 
Mstep: Class 0 contains 2389 members 
Mstep: Class 1 contains 61344 members 
Mstep: Class 2 contains 10368 members 
Mstep: Class 3 contains 350000 members 
Mstep: Class 4 contains 8294 members 
Mstep: Class 6 contains 35875 members 
Mstep: Class 7 contains 2445 members 
Mstep: Class 8 contains 74991 members 
Mstep: Class 9 contains 26361 members 
Mstep: Class 10 contains 327907 members 
Mstep: Class 11 contains 15288 members 
Mstep: Class 12 contains 16283 members 
Mstep: Class 13 contains 3774 members 
Mstep: Class 14 contains 6296 members 
Mstep: Class 15 contains 286543 members 
Mstep: Class 16 contains 273969 members 
Mstep: Class 17 contains 124788 members 
Mstep: Class 18 contains 42277 members 
Mstep: Class 19 contains 33948 members 
Mstep: Class 20 contains 3085 members 
Mstep: Class 21 contains 6975 members 
Mstep: Class 22 contains 9682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -192357440.000000 Penalty: 49001.824219
Iteration 3F: 22 clusters Score -1.923574e+08 nChanged 337819
Entering Unmasked Mstep 
Mstep: Class 0 contains 1639 members 
Mstep: Class 1 contains 77540 members 
Mstep: Class 2 contains 12114 members 
Mstep: Class 3 contains 291333 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 6 contains 36662 members 
Mstep: Class 7 contains 2044 members 
Mstep: Class 8 contains 85736 members 
Mstep: Class 9 contains 27168 members 
Mstep: Class 10 contains 320134 members 
Mstep: Class 11 contains 13239 members 
Mstep: Class 12 contains 17560 members 
Mstep: Class 13 contains 3432 members 
Mstep: Class 14 contains 5094 members 
Mstep: Class 15 contains 261724 members 
Mstep: Class 16 contains 286934 members 
Mstep: Class 17 contains 170861 members 
Mstep: Class 18 contains 50839 members 
Mstep: Class 19 contains 38542 members 
Mstep: Class 20 contains 2897 members 
Mstep: Class 21 contains 5000 members 
Mstep: Class 22 contains 7402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -192738640.000000 Penalty: 49001.824219
Iteration 4F: 22 clusters Score -1.927386e+08 nChanged 284551
Entering Unmasked Mstep 
Mstep: Class 0 contains 1079 members 
Mstep: Class 1 contains 94291 members 
Mstep: Class 2 contains 15135 members 
Mstep: Class 3 contains 268002 members 
Mstep: Class 4 contains 3303 members 
Mstep: Class 6 contains 36293 members 
Mstep: Class 7 contains 2132 members 
Mstep: Class 8 contains 96575 members 
Mstep: Class 9 contains 27966 members 
Mstep: Class 10 contains 322905 members 
Mstep: Class 11 contains 10541 members 
Mstep: Class 12 contains 17100 members 
Mstep: Class 13 contains 3154 members 
Mstep: Class 14 contains 4044 members 
Mstep: Class 15 contains 250179 members 
Mstep: Class 16 contains 259969 members 
Mstep: Class 17 contains 203845 members 
Mstep: Class 18 contains 52905 members 
Mstep: Class 19 contains 41290 members 
Mstep: Class 20 contains 3225 members 
Mstep: Class 21 contains 2938 members 
Mstep: Class 22 contains 6011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193058192.000000 Penalty: 49001.824219
Iteration 5F: 22 clusters Score -1.930582e+08 nChanged 249522
Entering Unmasked Mstep 
Mstep: Class 0 contains 712 members 
Mstep: Class 1 contains 111346 members 
Mstep: Class 2 contains 19180 members 
Mstep: Class 3 contains 254687 members 
Mstep: Class 4 contains 3212 members 
Mstep: Class 6 contains 33015 members 
Mstep: Class 7 contains 2298 members 
Mstep: Class 8 contains 108751 members 
Mstep: Class 9 contains 27512 members 
Mstep: Class 10 contains 306298 members 
Mstep: Class 11 contains 7680 members 
Mstep: Class 12 contains 15510 members 
Mstep: Class 13 contains 2725 members 
Mstep: Class 14 contains 3293 members 
Mstep: Class 15 contains 236950 members 
Mstep: Class 16 contains 258096 members 
Mstep: Class 17 contains 229965 members 
Mstep: Class 18 contains 50461 members 
Mstep: Class 19 contains 40358 members 
Mstep: Class 20 contains 3597 members 
Mstep: Class 21 contains 1792 members 
Mstep: Class 22 contains 5444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193270496.000000 Penalty: 49001.824219
Iteration 6F: 22 clusters Score -1.932705e+08 nChanged 219377
Entering Unmasked Mstep 
Mstep: Class 0 contains 524 members 
Mstep: Class 1 contains 130557 members 
Mstep: Class 2 contains 24179 members 
Mstep: Class 3 contains 252683 members 
Mstep: Class 4 contains 3970 members 
Mstep: Class 6 contains 26719 members 
Mstep: Class 7 contains 2283 members 
Mstep: Class 8 contains 125467 members 
Mstep: Class 9 contains 25961 members 
Mstep: Class 10 contains 291238 members 
Mstep: Class 11 contains 5454 members 
Mstep: Class 12 contains 13173 members 
Mstep: Class 13 contains 2395 members 
Mstep: Class 14 contains 2639 members 
Mstep: Class 15 contains 236232 members 
Mstep: Class 16 contains 241565 members 
Mstep: Class 17 contains 245798 members 
Mstep: Class 18 contains 46710 members 
Mstep: Class 19 contains 35680 members 
Mstep: Class 20 contains 3422 members 
Mstep: Class 21 contains 1345 members 
Mstep: Class 22 contains 4888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193410848.000000 Penalty: 49001.824219
Iteration 7F: 22 clusters Score -1.934108e+08 nChanged 200480
Entering Unmasked Mstep 
Mstep: Class 0 contains 368 members 
Mstep: Class 1 contains 152746 members 
Mstep: Class 2 contains 29678 members 
Mstep: Class 3 contains 243635 members 
Mstep: Class 4 contains 4659 members 
Mstep: Class 6 contains 20237 members 
Mstep: Class 7 contains 2152 members 
Mstep: Class 8 contains 152309 members 
Mstep: Class 9 contains 25709 members 
Mstep: Class 10 contains 275296 members 
Mstep: Class 11 contains 4238 members 
Mstep: Class 12 contains 11201 members 
Mstep: Class 13 contains 2215 members 
Mstep: Class 14 contains 2130 members 
Mstep: Class 15 contains 238323 members 
Mstep: Class 16 contains 231172 members 
Mstep: Class 17 contains 245381 members 
Mstep: Class 18 contains 43570 members 
Mstep: Class 19 contains 29288 members 
Mstep: Class 20 contains 2997 members 
Mstep: Class 21 contains 1193 members 
Mstep: Class 22 contains 4385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193546992.000000 Penalty: 49001.824219
Iteration 8F: 22 clusters Score -1.93547e+08 nChanged 194254
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 174455 members 
Mstep: Class 2 contains 35203 members 
Mstep: Class 3 contains 233239 members 
Mstep: Class 4 contains 5048 members 
Mstep: Class 6 contains 14685 members 
Mstep: Class 7 contains 1966 members 
Mstep: Class 8 contains 188560 members 
Mstep: Class 9 contains 29378 members 
Mstep: Class 10 contains 262230 members 
Mstep: Class 11 contains 3623 members 
Mstep: Class 12 contains 9884 members 
Mstep: Class 13 contains 2024 members 
Mstep: Class 14 contains 1819 members 
Mstep: Class 15 contains 233795 members 
Mstep: Class 16 contains 219219 members 
Mstep: Class 17 contains 234774 members 
Mstep: Class 18 contains 41351 members 
Mstep: Class 19 contains 23340 members 
Mstep: Class 20 contains 2701 members 
Mstep: Class 21 contains 1205 members 
Mstep: Class 22 contains 4110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193693920.000000 Penalty: 49001.824219
Iteration 9F: 22 clusters Score -1.936939e+08 nChanged 190002
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 190576 members 
Mstep: Class 2 contains 40121 members 
Mstep: Class 3 contains 220826 members 
Mstep: Class 4 contains 5243 members 
Mstep: Class 6 contains 10421 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 228968 members 
Mstep: Class 9 contains 37396 members 
Mstep: Class 10 contains 247263 members 
Mstep: Class 11 contains 3253 members 
Mstep: Class 12 contains 9084 members 
Mstep: Class 13 contains 1882 members 
Mstep: Class 14 contains 1725 members 
Mstep: Class 15 contains 226627 members 
Mstep: Class 16 contains 209291 members 
Mstep: Class 17 contains 221548 members 
Mstep: Class 18 contains 39704 members 
Mstep: Class 19 contains 19193 members 
Mstep: Class 20 contains 2481 members 
Mstep: Class 21 contains 1267 members 
Mstep: Class 22 contains 4023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193821072.000000 Penalty: 49001.824219
Iteration 10F: 22 clusters Score -1.938211e+08 nChanged 194581
Entering Unmasked Mstep 
Mstep: Class 0 contains 189 members 
Mstep: Class 1 contains 197253 members 
Mstep: Class 2 contains 44116 members 
Mstep: Class 3 contains 202683 members 
Mstep: Class 4 contains 5382 members 
Mstep: Class 6 contains 7647 members 
Mstep: Class 7 contains 1620 members 
Mstep: Class 8 contains 276541 members 
Mstep: Class 9 contains 48714 members 
Mstep: Class 10 contains 231458 members 
Mstep: Class 11 contains 3069 members 
Mstep: Class 12 contains 8485 members 
Mstep: Class 13 contains 1771 members 
Mstep: Class 14 contains 1734 members 
Mstep: Class 15 contains 221996 members 
Mstep: Class 16 contains 198079 members 
Mstep: Class 17 contains 209336 members 
Mstep: Class 18 contains 38448 members 
Mstep: Class 19 contains 16707 members 
Mstep: Class 20 contains 2271 members 
Mstep: Class 21 contains 1302 members 
Mstep: Class 22 contains 4081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193902512.000000 Penalty: 49001.824219
Iteration 11F: 22 clusters Score -1.939025e+08 nChanged 198683
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 195395 members 
Mstep: Class 2 contains 47364 members 
Mstep: Class 3 contains 188169 members 
Mstep: Class 4 contains 5486 members 
Mstep: Class 6 contains 6122 members 
Mstep: Class 7 contains 1530 members 
Mstep: Class 8 contains 300877 members 
Mstep: Class 9 contains 63235 members 
Mstep: Class 10 contains 220780 members 
Mstep: Class 11 contains 2972 members 
Mstep: Class 12 contains 8173 members 
Mstep: Class 13 contains 1679 members 
Mstep: Class 14 contains 1761 members 
Mstep: Class 15 contains 228147 members 
Mstep: Class 16 contains 191498 members 
Mstep: Class 17 contains 198744 members 
Mstep: Class 18 contains 37441 members 
Mstep: Class 19 contains 15684 members 
Mstep: Class 20 contains 2115 members 
Mstep: Class 21 contains 1317 members 
Mstep: Class 22 contains 4211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193934144.000000 Penalty: 49001.824219
Iteration 12F: 22 clusters Score -1.939341e+08 nChanged 159047
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 191321 members 
Mstep: Class 2 contains 50290 members 
Mstep: Class 3 contains 189324 members 
Mstep: Class 4 contains 5610 members 
Mstep: Class 6 contains 5393 members 
Mstep: Class 7 contains 1473 members 
Mstep: Class 8 contains 292681 members 
Mstep: Class 9 contains 79664 members 
Mstep: Class 10 contains 215262 members 
Mstep: Class 11 contains 2939 members 
Mstep: Class 12 contains 8028 members 
Mstep: Class 13 contains 1622 members 
Mstep: Class 14 contains 1792 members 
Mstep: Class 15 contains 236652 members 
Mstep: Class 16 contains 191697 members 
Mstep: Class 17 contains 188486 members 
Mstep: Class 18 contains 36457 members 
Mstep: Class 19 contains 16368 members 
Mstep: Class 20 contains 1992 members 
Mstep: Class 21 contains 1337 members 
Mstep: Class 22 contains 4319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193960080.000000 Penalty: 49001.824219
Iteration 13F: 22 clusters Score -1.939601e+08 nChanged 118278
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 186835 members 
Mstep: Class 2 contains 52994 members 
Mstep: Class 3 contains 193156 members 
Mstep: Class 4 contains 5706 members 
Mstep: Class 6 contains 5034 members 
Mstep: Class 7 contains 1433 members 
Mstep: Class 8 contains 284353 members 
Mstep: Class 9 contains 96231 members 
Mstep: Class 10 contains 211182 members 
Mstep: Class 11 contains 2964 members 
Mstep: Class 12 contains 7931 members 
Mstep: Class 13 contains 1560 members 
Mstep: Class 14 contains 1825 members 
Mstep: Class 15 contains 240929 members 
Mstep: Class 16 contains 192012 members 
Mstep: Class 17 contains 177668 members 
Mstep: Class 18 contains 35325 members 
Mstep: Class 19 contains 17957 members 
Mstep: Class 20 contains 1903 members 
Mstep: Class 21 contains 1357 members 
Mstep: Class 22 contains 4354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -193981008.000000 Penalty: 49001.824219
Iteration 14F: 22 clusters Score -1.93981e+08 nChanged 98530
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 183954 members 
Mstep: Class 2 contains 55554 members 
Mstep: Class 3 contains 196402 members 
Mstep: Class 4 contains 5776 members 
Mstep: Class 6 contains 4922 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 277639 members 
Mstep: Class 9 contains 111436 members 
Mstep: Class 10 contains 208311 members 
Mstep: Class 11 contains 2996 members 
Mstep: Class 12 contains 7838 members 
Mstep: Class 13 contains 1524 members 
Mstep: Class 14 contains 1846 members 
Mstep: Class 15 contains 244065 members 
Mstep: Class 16 contains 191068 members 
Mstep: Class 17 contains 166203 members 
Mstep: Class 18 contains 34194 members 
Mstep: Class 19 contains 20030 members 
Mstep: Class 20 contains 1806 members 
Mstep: Class 21 contains 1383 members 
Mstep: Class 22 contains 4362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194001312.000000 Penalty: 49001.824219
Iteration 15F: 22 clusters Score -1.940013e+08 nChanged 83375
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 182283 members 
Mstep: Class 2 contains 57925 members 
Mstep: Class 3 contains 198453 members 
Mstep: Class 4 contains 5833 members 
Mstep: Class 6 contains 5056 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 271818 members 
Mstep: Class 9 contains 124071 members 
Mstep: Class 10 contains 207842 members 
Mstep: Class 11 contains 3033 members 
Mstep: Class 12 contains 7676 members 
Mstep: Class 13 contains 1498 members 
Mstep: Class 14 contains 1869 members 
Mstep: Class 15 contains 245431 members 
Mstep: Class 16 contains 188691 members 
Mstep: Class 17 contains 156576 members 
Mstep: Class 18 contains 33347 members 
Mstep: Class 19 contains 22440 members 
Mstep: Class 20 contains 1729 members 
Mstep: Class 21 contains 1407 members 
Mstep: Class 22 contains 4354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194020768.000000 Penalty: 49001.824219
Iteration 16Q: 22 clusters Score -1.940208e+08 nChanged 72331
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 181001 members 
Mstep: Class 2 contains 60114 members 
Mstep: Class 3 contains 199157 members 
Mstep: Class 4 contains 5888 members 
Mstep: Class 6 contains 5382 members 
Mstep: Class 7 contains 1371 members 
Mstep: Class 8 contains 266873 members 
Mstep: Class 9 contains 134538 members 
Mstep: Class 10 contains 210429 members 
Mstep: Class 11 contains 3100 members 
Mstep: Class 12 contains 7478 members 
Mstep: Class 13 contains 1471 members 
Mstep: Class 14 contains 1909 members 
Mstep: Class 15 contains 245627 members 
Mstep: Class 16 contains 184425 members 
Mstep: Class 17 contains 148826 members 
Mstep: Class 18 contains 32782 members 
Mstep: Class 19 contains 24921 members 
Mstep: Class 20 contains 1680 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 4322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194037776.000000 Penalty: 49001.824219
Iteration 17Q: 22 clusters Score -1.940378e+08 nChanged 65300
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 180005 members 
Mstep: Class 2 contains 62162 members 
Mstep: Class 3 contains 198844 members 
Mstep: Class 4 contains 5948 members 
Mstep: Class 6 contains 5860 members 
Mstep: Class 7 contains 1344 members 
Mstep: Class 8 contains 262474 members 
Mstep: Class 9 contains 143655 members 
Mstep: Class 10 contains 215688 members 
Mstep: Class 11 contains 3146 members 
Mstep: Class 12 contains 7256 members 
Mstep: Class 13 contains 1443 members 
Mstep: Class 14 contains 1949 members 
Mstep: Class 15 contains 244583 members 
Mstep: Class 16 contains 178703 members 
Mstep: Class 17 contains 142308 members 
Mstep: Class 18 contains 32483 members 
Mstep: Class 19 contains 27514 members 
Mstep: Class 20 contains 1638 members 
Mstep: Class 21 contains 1464 members 
Mstep: Class 22 contains 4264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194054640.000000 Penalty: 49001.824219
Iteration 18Q: 22 clusters Score -1.940546e+08 nChanged 61335
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 178923 members 
Mstep: Class 2 contains 63936 members 
Mstep: Class 3 contains 198359 members 
Mstep: Class 4 contains 5992 members 
Mstep: Class 6 contains 6523 members 
Mstep: Class 7 contains 1328 members 
Mstep: Class 8 contains 258677 members 
Mstep: Class 9 contains 151397 members 
Mstep: Class 10 contains 222201 members 
Mstep: Class 11 contains 3194 members 
Mstep: Class 12 contains 7081 members 
Mstep: Class 13 contains 1430 members 
Mstep: Class 14 contains 1990 members 
Mstep: Class 15 contains 242407 members 
Mstep: Class 16 contains 172225 members 
Mstep: Class 17 contains 137117 members 
Mstep: Class 18 contains 32418 members 
Mstep: Class 19 contains 30249 members 
Mstep: Class 20 contains 1590 members 
Mstep: Class 21 contains 1484 members 
Mstep: Class 22 contains 4210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194070432.000000 Penalty: 49001.824219
Iteration 19Q: 22 clusters Score -1.940704e+08 nChanged 57637
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 177508 members 
Mstep: Class 2 contains 65501 members 
Mstep: Class 3 contains 198629 members 
Mstep: Class 4 contains 6044 members 
Mstep: Class 6 contains 7297 members 
Mstep: Class 7 contains 1324 members 
Mstep: Class 8 contains 255472 members 
Mstep: Class 9 contains 157816 members 
Mstep: Class 10 contains 228503 members 
Mstep: Class 11 contains 3156 members 
Mstep: Class 12 contains 6919 members 
Mstep: Class 13 contains 1425 members 
Mstep: Class 14 contains 2029 members 
Mstep: Class 15 contains 239554 members 
Mstep: Class 16 contains 165949 members 
Mstep: Class 17 contains 132783 members 
Mstep: Class 18 contains 32552 members 
Mstep: Class 19 contains 33070 members 
Mstep: Class 20 contains 1548 members 
Mstep: Class 21 contains 1493 members 
Mstep: Class 22 contains 4159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194081744.000000 Penalty: 49001.824219
Iteration 20F: 22 clusters Score -1.940817e+08 nChanged 54141
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 176401 members 
Mstep: Class 2 contains 66793 members 
Mstep: Class 3 contains 199812 members 
Mstep: Class 4 contains 6092 members 
Mstep: Class 6 contains 8186 members 
Mstep: Class 7 contains 1285 members 
Mstep: Class 8 contains 253028 members 
Mstep: Class 9 contains 162850 members 
Mstep: Class 10 contains 233752 members 
Mstep: Class 11 contains 3114 members 
Mstep: Class 12 contains 6771 members 
Mstep: Class 13 contains 1416 members 
Mstep: Class 14 contains 2109 members 
Mstep: Class 15 contains 236912 members 
Mstep: Class 16 contains 159283 members 
Mstep: Class 17 contains 128951 members 
Mstep: Class 18 contains 32716 members 
Mstep: Class 19 contains 36129 members 
Mstep: Class 20 contains 1510 members 
Mstep: Class 21 contains 1512 members 
Mstep: Class 22 contains 4115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194093472.000000 Penalty: 49001.824219
Iteration 21Q: 22 clusters Score -1.940935e+08 nChanged 50649
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 175603 members 
Mstep: Class 2 contains 68016 members 
Mstep: Class 3 contains 201453 members 
Mstep: Class 4 contains 6126 members 
Mstep: Class 6 contains 9221 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 250126 members 
Mstep: Class 9 contains 166540 members 
Mstep: Class 10 contains 237636 members 
Mstep: Class 11 contains 3055 members 
Mstep: Class 12 contains 6663 members 
Mstep: Class 13 contains 1407 members 
Mstep: Class 14 contains 2192 members 
Mstep: Class 15 contains 234717 members 
Mstep: Class 16 contains 153623 members 
Mstep: Class 17 contains 125411 members 
Mstep: Class 18 contains 32933 members 
Mstep: Class 19 contains 39693 members 
Mstep: Class 20 contains 1486 members 
Mstep: Class 21 contains 1526 members 
Mstep: Class 22 contains 4080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194104704.000000 Penalty: 49001.824219
Iteration 22Q: 22 clusters Score -1.941047e+08 nChanged 46677
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 174884 members 
Mstep: Class 2 contains 69283 members 
Mstep: Class 3 contains 202986 members 
Mstep: Class 4 contains 6159 members 
Mstep: Class 6 contains 10346 members 
Mstep: Class 7 contains 1218 members 
Mstep: Class 8 contains 246806 members 
Mstep: Class 9 contains 169121 members 
Mstep: Class 10 contains 239763 members 
Mstep: Class 11 contains 2937 members 
Mstep: Class 12 contains 6526 members 
Mstep: Class 13 contains 1402 members 
Mstep: Class 14 contains 2231 members 
Mstep: Class 15 contains 233153 members 
Mstep: Class 16 contains 149487 members 
Mstep: Class 17 contains 122336 members 
Mstep: Class 18 contains 33234 members 
Mstep: Class 19 contains 43816 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 1536 members 
Mstep: Class 22 contains 4059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194116160.000000 Penalty: 49001.824219
Iteration 23Q: 22 clusters Score -1.941162e+08 nChanged 43017
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 173804 members 
Mstep: Class 2 contains 70631 members 
Mstep: Class 3 contains 203667 members 
Mstep: Class 4 contains 6196 members 
Mstep: Class 6 contains 11493 members 
Mstep: Class 7 contains 1218 members 
Mstep: Class 8 contains 244418 members 
Mstep: Class 9 contains 170983 members 
Mstep: Class 10 contains 240817 members 
Mstep: Class 11 contains 2788 members 
Mstep: Class 12 contains 6461 members 
Mstep: Class 13 contains 1397 members 
Mstep: Class 14 contains 2247 members 
Mstep: Class 15 contains 231255 members 
Mstep: Class 16 contains 146486 members 
Mstep: Class 17 contains 119729 members 
Mstep: Class 18 contains 33551 members 
Mstep: Class 19 contains 48565 members 
Mstep: Class 20 contains 1434 members 
Mstep: Class 21 contains 1544 members 
Mstep: Class 22 contains 4059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194127152.000000 Penalty: 49001.824219
Iteration 24Q: 22 clusters Score -1.941272e+08 nChanged 41115
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 172117 members 
Mstep: Class 2 contains 72045 members 
Mstep: Class 3 contains 203723 members 
Mstep: Class 4 contains 6239 members 
Mstep: Class 6 contains 12639 members 
Mstep: Class 7 contains 1223 members 
Mstep: Class 8 contains 242426 members 
Mstep: Class 9 contains 172399 members 
Mstep: Class 10 contains 241231 members 
Mstep: Class 11 contains 2677 members 
Mstep: Class 12 contains 6427 members 
Mstep: Class 13 contains 1389 members 
Mstep: Class 14 contains 2260 members 
Mstep: Class 15 contains 229028 members 
Mstep: Class 16 contains 144232 members 
Mstep: Class 17 contains 117537 members 
Mstep: Class 18 contains 33924 members 
Mstep: Class 19 contains 54185 members 
Mstep: Class 20 contains 1412 members 
Mstep: Class 21 contains 1550 members 
Mstep: Class 22 contains 4080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194138656.000000 Penalty: 49001.824219
Iteration 25Q: 22 clusters Score -1.941387e+08 nChanged 39427
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 170015 members 
Mstep: Class 2 contains 73547 members 
Mstep: Class 3 contains 203021 members 
Mstep: Class 4 contains 6297 members 
Mstep: Class 6 contains 13750 members 
Mstep: Class 7 contains 1226 members 
Mstep: Class 8 contains 240695 members 
Mstep: Class 9 contains 173569 members 
Mstep: Class 10 contains 240995 members 
Mstep: Class 11 contains 2612 members 
Mstep: Class 12 contains 6407 members 
Mstep: Class 13 contains 1387 members 
Mstep: Class 14 contains 2262 members 
Mstep: Class 15 contains 226964 members 
Mstep: Class 16 contains 142306 members 
Mstep: Class 17 contains 115803 members 
Mstep: Class 18 contains 34302 members 
Mstep: Class 19 contains 60537 members 
Mstep: Class 20 contains 1395 members 
Mstep: Class 21 contains 1551 members 
Mstep: Class 22 contains 4102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194151216.000000 Penalty: 49001.824219
Iteration 26Q: 22 clusters Score -1.941512e+08 nChanged 38423
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 167244 members 
Mstep: Class 2 contains 75192 members 
Mstep: Class 3 contains 201738 members 
Mstep: Class 4 contains 6349 members 
Mstep: Class 6 contains 14751 members 
Mstep: Class 7 contains 1232 members 
Mstep: Class 8 contains 239359 members 
Mstep: Class 9 contains 174701 members 
Mstep: Class 10 contains 239934 members 
Mstep: Class 11 contains 2579 members 
Mstep: Class 12 contains 6369 members 
Mstep: Class 13 contains 1386 members 
Mstep: Class 14 contains 2269 members 
Mstep: Class 15 contains 224995 members 
Mstep: Class 16 contains 140627 members 
Mstep: Class 17 contains 114417 members 
Mstep: Class 18 contains 34762 members 
Mstep: Class 19 contains 67794 members 
Mstep: Class 20 contains 1379 members 
Mstep: Class 21 contains 1551 members 
Mstep: Class 22 contains 4115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194163056.000000 Penalty: 49001.824219
Iteration 27Q: 22 clusters Score -1.941631e+08 nChanged 37657
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 163897 members 
Mstep: Class 2 contains 76952 members 
Mstep: Class 3 contains 200016 members 
Mstep: Class 4 contains 6386 members 
Mstep: Class 6 contains 15753 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 237999 members 
Mstep: Class 9 contains 175851 members 
Mstep: Class 10 contains 238402 members 
Mstep: Class 11 contains 2604 members 
Mstep: Class 12 contains 6344 members 
Mstep: Class 13 contains 1382 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 222761 members 
Mstep: Class 16 contains 138979 members 
Mstep: Class 17 contains 113427 members 
Mstep: Class 18 contains 35348 members 
Mstep: Class 19 contains 76094 members 
Mstep: Class 20 contains 1368 members 
Mstep: Class 21 contains 1551 members 
Mstep: Class 22 contains 4115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194175776.000000 Penalty: 49001.824219
Iteration 28Q: 22 clusters Score -1.941758e+08 nChanged 37356
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 160043 members 
Mstep: Class 2 contains 78676 members 
Mstep: Class 3 contains 197422 members 
Mstep: Class 4 contains 6445 members 
Mstep: Class 6 contains 16779 members 
Mstep: Class 7 contains 1255 members 
Mstep: Class 8 contains 236911 members 
Mstep: Class 9 contains 177237 members 
Mstep: Class 10 contains 236607 members 
Mstep: Class 11 contains 2646 members 
Mstep: Class 12 contains 6254 members 
Mstep: Class 13 contains 1381 members 
Mstep: Class 14 contains 2273 members 
Mstep: Class 15 contains 220216 members 
Mstep: Class 16 contains 137547 members 
Mstep: Class 17 contains 112665 members 
Mstep: Class 18 contains 36044 members 
Mstep: Class 19 contains 85324 members 
Mstep: Class 20 contains 1342 members 
Mstep: Class 21 contains 1550 members 
Mstep: Class 22 contains 4126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194188208.000000 Penalty: 49001.824219
Iteration 29Q: 22 clusters Score -1.941882e+08 nChanged 38232
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 156106 members 
Mstep: Class 2 contains 80485 members 
Mstep: Class 3 contains 194235 members 
Mstep: Class 4 contains 6506 members 
Mstep: Class 6 contains 17880 members 
Mstep: Class 7 contains 1266 members 
Mstep: Class 8 contains 235583 members 
Mstep: Class 9 contains 178777 members 
Mstep: Class 10 contains 234217 members 
Mstep: Class 11 contains 2725 members 
Mstep: Class 12 contains 6172 members 
Mstep: Class 13 contains 1379 members 
Mstep: Class 14 contains 2271 members 
Mstep: Class 15 contains 217758 members 
Mstep: Class 16 contains 136195 members 
Mstep: Class 17 contains 112090 members 
Mstep: Class 18 contains 36777 members 
Mstep: Class 19 contains 95314 members 
Mstep: Class 20 contains 1319 members 
Mstep: Class 21 contains 1552 members 
Mstep: Class 22 contains 4136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194202144.000000 Penalty: 49001.824219
Iteration 30Q: 22 clusters Score -1.942021e+08 nChanged 39759
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 152664 members 
Mstep: Class 2 contains 82347 members 
Mstep: Class 3 contains 190127 members 
Mstep: Class 4 contains 6574 members 
Mstep: Class 6 contains 18944 members 
Mstep: Class 7 contains 1276 members 
Mstep: Class 8 contains 234035 members 
Mstep: Class 9 contains 180752 members 
Mstep: Class 10 contains 231412 members 
Mstep: Class 11 contains 2800 members 
Mstep: Class 12 contains 6065 members 
Mstep: Class 13 contains 1379 members 
Mstep: Class 14 contains 2270 members 
Mstep: Class 15 contains 215344 members 
Mstep: Class 16 contains 134783 members 
Mstep: Class 17 contains 111499 members 
Mstep: Class 18 contains 37445 members 
Mstep: Class 19 contains 106033 members 
Mstep: Class 20 contains 1297 members 
Mstep: Class 21 contains 1550 members 
Mstep: Class 22 contains 4147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194213792.000000 Penalty: 49001.824219
Iteration 31Q: 22 clusters Score -1.942138e+08 nChanged 40319
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 150531 members 
Mstep: Class 2 contains 84197 members 
Mstep: Class 3 contains 185318 members 
Mstep: Class 4 contains 6644 members 
Mstep: Class 6 contains 19856 members 
Mstep: Class 7 contains 1298 members 
Mstep: Class 8 contains 232350 members 
Mstep: Class 9 contains 182638 members 
Mstep: Class 10 contains 228215 members 
Mstep: Class 11 contains 2897 members 
Mstep: Class 12 contains 5949 members 
Mstep: Class 13 contains 1378 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 213126 members 
Mstep: Class 16 contains 133234 members 
Mstep: Class 17 contains 110760 members 
Mstep: Class 18 contains 37991 members 
Mstep: Class 19 contains 117117 members 
Mstep: Class 20 contains 1259 members 
Mstep: Class 21 contains 1549 members 
Mstep: Class 22 contains 4162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194227040.000000 Penalty: 49001.824219
Iteration 32Q: 22 clusters Score -1.94227e+08 nChanged 38291
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 149701 members 
Mstep: Class 2 contains 85860 members 
Mstep: Class 3 contains 180188 members 
Mstep: Class 4 contains 6702 members 
Mstep: Class 6 contains 20541 members 
Mstep: Class 7 contains 1324 members 
Mstep: Class 8 contains 230252 members 
Mstep: Class 9 contains 184345 members 
Mstep: Class 10 contains 225363 members 
Mstep: Class 11 contains 2987 members 
Mstep: Class 12 contains 5844 members 
Mstep: Class 13 contains 1378 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 211835 members 
Mstep: Class 16 contains 131728 members 
Mstep: Class 17 contains 109854 members 
Mstep: Class 18 contains 38459 members 
Mstep: Class 19 contains 127176 members 
Mstep: Class 20 contains 1207 members 
Mstep: Class 21 contains 1550 members 
Mstep: Class 22 contains 4174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194236192.000000 Penalty: 49001.824219
Iteration 33Q: 22 clusters Score -1.942362e+08 nChanged 34468
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 149828 members 
Mstep: Class 2 contains 87391 members 
Mstep: Class 3 contains 175005 members 
Mstep: Class 4 contains 6754 members 
Mstep: Class 6 contains 21044 members 
Mstep: Class 7 contains 1359 members 
Mstep: Class 8 contains 228248 members 
Mstep: Class 9 contains 185727 members 
Mstep: Class 10 contains 223400 members 
Mstep: Class 11 contains 3032 members 
Mstep: Class 12 contains 5713 members 
Mstep: Class 13 contains 1380 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 211083 members 
Mstep: Class 16 contains 130345 members 
Mstep: Class 17 contains 109058 members 
Mstep: Class 18 contains 38812 members 
Mstep: Class 19 contains 135420 members 
Mstep: Class 20 contains 1148 members 
Mstep: Class 21 contains 1550 members 
Mstep: Class 22 contains 4171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194245648.000000 Penalty: 49001.824219
Iteration 34Q: 22 clusters Score -1.942456e+08 nChanged 29742
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 150416 members 
Mstep: Class 2 contains 88694 members 
Mstep: Class 3 contains 171183 members 
Mstep: Class 4 contains 6805 members 
Mstep: Class 6 contains 21502 members 
Mstep: Class 7 contains 1372 members 
Mstep: Class 8 contains 226333 members 
Mstep: Class 9 contains 186644 members 
Mstep: Class 10 contains 221745 members 
Mstep: Class 11 contains 3062 members 
Mstep: Class 12 contains 5627 members 
Mstep: Class 13 contains 1384 members 
Mstep: Class 14 contains 2271 members 
Mstep: Class 15 contains 210521 members 
Mstep: Class 16 contains 129363 members 
Mstep: Class 17 contains 108342 members 
Mstep: Class 18 contains 39146 members 
Mstep: Class 19 contains 141499 members 
Mstep: Class 20 contains 1103 members 
Mstep: Class 21 contains 1548 members 
Mstep: Class 22 contains 4183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194254192.000000 Penalty: 49001.824219
Iteration 35Q: 22 clusters Score -1.942542e+08 nChanged 25900
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 151490 members 
Mstep: Class 2 contains 90007 members 
Mstep: Class 3 contains 168299 members 
Mstep: Class 4 contains 6860 members 
Mstep: Class 6 contains 21895 members 
Mstep: Class 7 contains 1363 members 
Mstep: Class 8 contains 224671 members 
Mstep: Class 9 contains 187373 members 
Mstep: Class 10 contains 220340 members 
Mstep: Class 11 contains 3072 members 
Mstep: Class 12 contains 5580 members 
Mstep: Class 13 contains 1387 members 
Mstep: Class 14 contains 2271 members 
Mstep: Class 15 contains 210044 members 
Mstep: Class 16 contains 128574 members 
Mstep: Class 17 contains 107638 members 
Mstep: Class 18 contains 39439 members 
Mstep: Class 19 contains 145635 members 
Mstep: Class 20 contains 1093 members 
Mstep: Class 21 contains 1546 members 
Mstep: Class 22 contains 4166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194258224.000000 Penalty: 49001.824219
Iteration 36Q: 22 clusters Score -1.942582e+08 nChanged 22535
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 152864 members 
Mstep: Class 2 contains 91226 members 
Mstep: Class 3 contains 165982 members 
Mstep: Class 4 contains 6922 members 
Mstep: Class 6 contains 22206 members 
Mstep: Class 7 contains 1358 members 
Mstep: Class 8 contains 223430 members 
Mstep: Class 9 contains 187877 members 
Mstep: Class 10 contains 219433 members 
Mstep: Class 11 contains 3016 members 
Mstep: Class 12 contains 5544 members 
Mstep: Class 13 contains 1388 members 
Mstep: Class 14 contains 2273 members 
Mstep: Class 15 contains 209717 members 
Mstep: Class 16 contains 128022 members 
Mstep: Class 17 contains 107033 members 
Mstep: Class 18 contains 39735 members 
Mstep: Class 19 contains 147953 members 
Mstep: Class 20 contains 1092 members 
Mstep: Class 21 contains 1542 members 
Mstep: Class 22 contains 4130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194261840.000000 Penalty: 49001.824219
Iteration 37Q: 22 clusters Score -1.942618e+08 nChanged 19487
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 154353 members 
Mstep: Class 2 contains 92346 members 
Mstep: Class 3 contains 164240 members 
Mstep: Class 4 contains 6986 members 
Mstep: Class 6 contains 22460 members 
Mstep: Class 7 contains 1352 members 
Mstep: Class 8 contains 222444 members 
Mstep: Class 9 contains 188225 members 
Mstep: Class 10 contains 218962 members 
Mstep: Class 11 contains 2952 members 
Mstep: Class 12 contains 5514 members 
Mstep: Class 13 contains 1390 members 
Mstep: Class 14 contains 2273 members 
Mstep: Class 15 contains 209202 members 
Mstep: Class 16 contains 127637 members 
Mstep: Class 17 contains 106595 members 
Mstep: Class 18 contains 39997 members 
Mstep: Class 19 contains 149065 members 
Mstep: Class 20 contains 1094 members 
Mstep: Class 21 contains 1541 members 
Mstep: Class 22 contains 4115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194264224.000000 Penalty: 49001.824219
Iteration 38Q: 22 clusters Score -1.942642e+08 nChanged 17217
Entering ConstructFrom: 
Score: -194264224.000000 Penalty: 49001.824219
Entering ConstructFrom: 
Trying to split cluster 1 (156025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156025 members 
Entering Unmasked Estep 
Score: -17777382.000000 Penalty: 1943.137817
	Iteration 0F: 2 clusters Score -1.777738e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77892 members 
Mstep: Class 2 contains 78133 members 
Entering Unmasked Estep 
Score: -17680524.000000 Penalty: 3886.275635
	Iteration 0F: 3 clusters Score -1.768052e+07 nChanged 75276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75958 members 
Mstep: Class 2 contains 80067 members 
Entering Unmasked Estep 
Score: -17726132.000000 Penalty: 3886.275635
	Iteration 1F: 3 clusters Score -1.772613e+07 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75112 members 
Mstep: Class 2 contains 80913 members 
Entering Unmasked Estep 
Score: -17728574.000000 Penalty: 3886.275635
	Iteration 2Q: 3 clusters Score -1.772857e+07 nChanged 7181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73933 members 
Mstep: Class 2 contains 82092 members 
Entering Unmasked Estep 
Score: -17732156.000000 Penalty: 3886.275635
	Iteration 3Q: 3 clusters Score -1.773216e+07 nChanged 8614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72689 members 
Mstep: Class 2 contains 83336 members 
Entering Unmasked Estep 
Score: -17737662.000000 Penalty: 3886.275635
	Iteration 4F: 3 clusters Score -1.773766e+07 nChanged 9958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71613 members 
Mstep: Class 2 contains 84412 members 
Entering Unmasked Estep 
Score: -17744592.000000 Penalty: 3886.275635
	Iteration 5F: 3 clusters Score -1.774459e+07 nChanged 10477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70812 members 
Mstep: Class 2 contains 85213 members 
Entering Unmasked Estep 
Score: -17751790.000000 Penalty: 3886.275635
	Iteration 6F: 3 clusters Score -1.775179e+07 nChanged 9438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70092 members 
Mstep: Class 2 contains 85933 members 
Entering Unmasked Estep 
Score: -17757000.000000 Penalty: 3886.275635
	Iteration 7F: 3 clusters Score -1.7757e+07 nChanged 7149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69215 members 
Mstep: Class 2 contains 86810 members 
Entering Unmasked Estep 
Score: -17759904.000000 Penalty: 3886.275635
	Iteration 8Q: 3 clusters Score -1.77599e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68300 members 
Mstep: Class 2 contains 87725 members 
Entering Unmasked Estep 
Score: -17761076.000000 Penalty: 3886.275635
	Iteration 9Q: 3 clusters Score -1.776108e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67327 members 
Mstep: Class 2 contains 88698 members 
Entering Unmasked Estep 
Score: -17761762.000000 Penalty: 3886.275635
	Iteration 10Q: 3 clusters Score -1.776176e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66263 members 
Mstep: Class 2 contains 89762 members 
Entering Unmasked Estep 
Score: -17762078.000000 Penalty: 3886.275635
	Iteration 11Q: 3 clusters Score -1.776208e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65163 members 
Mstep: Class 2 contains 90862 members 
Entering Unmasked Estep 
Score: -17762262.000000 Penalty: 3886.275635
	Iteration 12Q: 3 clusters Score -1.776226e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64017 members 
Mstep: Class 2 contains 92008 members 
Entering Unmasked Estep 
Score: -17762486.000000 Penalty: 3886.275635
	Iteration 13Q: 3 clusters Score -1.776249e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62763 members 
Mstep: Class 2 contains 93262 members 
Entering Unmasked Estep 
Score: -17762740.000000 Penalty: 3886.275635
	Iteration 14Q: 3 clusters Score -1.776274e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61402 members 
Mstep: Class 2 contains 94623 members 
Entering Unmasked Estep 
Score: -17763004.000000 Penalty: 3886.275635
	Iteration 15Q: 3 clusters Score -1.7763e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59917 members 
Mstep: Class 2 contains 96108 members 
Entering Unmasked Estep 
Score: -17763216.000000 Penalty: 3886.275635
	Iteration 16Q: 3 clusters Score -1.776322e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58256 members 
Mstep: Class 2 contains 97769 members 
Entering Unmasked Estep 
Score: -17763392.000000 Penalty: 3886.275635
	Iteration 17Q: 3 clusters Score -1.776339e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56443 members 
Mstep: Class 2 contains 99582 members 
Entering Unmasked Estep 
Score: -17763550.000000 Penalty: 3886.275635
	Iteration 18Q: 3 clusters Score -1.776355e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54435 members 
Mstep: Class 2 contains 101590 members 
Entering Unmasked Estep 
Score: -17763860.000000 Penalty: 3886.275635
	Iteration 19Q: 3 clusters Score -1.776386e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52248 members 
Mstep: Class 2 contains 103777 members 
Entering Unmasked Estep 
Score: -17764228.000000 Penalty: 3886.275635
	Iteration 20F: 3 clusters Score -1.776423e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49837 members 
Mstep: Class 2 contains 106188 members 
Entering Unmasked Estep 
Score: -17764590.000000 Penalty: 3886.275635
	Iteration 21Q: 3 clusters Score -1.776459e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47233 members 
Mstep: Class 2 contains 108792 members 
Entering Unmasked Estep 
Score: -17765136.000000 Penalty: 3886.275635
	Iteration 22Q: 3 clusters Score -1.776514e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44428 members 
Mstep: Class 2 contains 111597 members 
Entering Unmasked Estep 
Score: -17765640.000000 Penalty: 3886.275635
	Iteration 23Q: 3 clusters Score -1.776564e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41424 members 
Mstep: Class 2 contains 114601 members 
Entering Unmasked Estep 
Score: -17766248.000000 Penalty: 3886.275635
	Iteration 24Q: 3 clusters Score -1.776625e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38314 members 
Mstep: Class 2 contains 117711 members 
Entering Unmasked Estep 
Score: -17766882.000000 Penalty: 3886.275635
	Iteration 25Q: 3 clusters Score -1.776688e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35072 members 
Mstep: Class 2 contains 120953 members 
Entering Unmasked Estep 
Score: -17767446.000000 Penalty: 3886.275635
	Iteration 26Q: 3 clusters Score -1.776745e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31848 members 
Mstep: Class 2 contains 124177 members 
Entering Unmasked Estep 
Score: -17768016.000000 Penalty: 3886.275635
	Iteration 27Q: 3 clusters Score -1.776802e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 127297 members 
Entering Unmasked Estep 
Score: -17768618.000000 Penalty: 3886.275635
	Iteration 28Q: 3 clusters Score -1.776862e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 130288 members 
Entering Unmasked Estep 
Score: -17769346.000000 Penalty: 3886.275635
	Iteration 29Q: 3 clusters Score -1.776935e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 132971 members 
Entering Unmasked Estep 
Score: -17769814.000000 Penalty: 3886.275635
	Iteration 30Q: 3 clusters Score -1.776981e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 135457 members 
Entering Unmasked Estep 
Score: -17770370.000000 Penalty: 3886.275635
	Iteration 31Q: 3 clusters Score -1.777037e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 137739 members 
Entering Unmasked Estep 
Score: -17770928.000000 Penalty: 3886.275635
	Iteration 32Q: 3 clusters Score -1.777093e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 139764 members 
Entering Unmasked Estep 
Score: -17771192.000000 Penalty: 3886.275635
	Iteration 33Q: 3 clusters Score -1.777119e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 141507 members 
Entering Unmasked Estep 
Score: -17771590.000000 Penalty: 3886.275635
	Iteration 34Q: 3 clusters Score -1.777159e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 143076 members 
Entering Unmasked Estep 
Score: -17771930.000000 Penalty: 3886.275635
	Iteration 35Q: 3 clusters Score -1.777193e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 144424 members 
Entering Unmasked Estep 
Score: -17772242.000000 Penalty: 3886.275635
	Iteration 36Q: 3 clusters Score -1.777224e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 145646 members 
Entering Unmasked Estep 
Score: -17772618.000000 Penalty: 3886.275635
	Iteration 37Q: 3 clusters Score -1.777262e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 146670 members 
Entering Unmasked Estep 
Score: -17772768.000000 Penalty: 3886.275635
	Iteration 38Q: 3 clusters Score -1.777277e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 147574 members 
Entering Unmasked Estep 
Score: -17773036.000000 Penalty: 3886.275635
	Iteration 39Q: 3 clusters Score -1.777304e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 148316 members 
Entering Unmasked Estep 
Score: -17773166.000000 Penalty: 3886.275635
	Iteration 40F: 3 clusters Score -1.777317e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 148976 members 
Entering Unmasked Estep 
Score: -17773344.000000 Penalty: 3886.275635
	Iteration 41Q: 3 clusters Score -1.777334e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 149557 members 
Entering Unmasked Estep 
Score: -17773598.000000 Penalty: 3886.275635
	Iteration 42Q: 3 clusters Score -1.77736e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 150068 members 
Entering Unmasked Estep 
Score: -17773778.000000 Penalty: 3886.275635
	Iteration 43Q: 3 clusters Score -1.777378e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 150505 members 
Entering Unmasked Estep 
Score: -17773966.000000 Penalty: 3886.275635
	Iteration 44Q: 3 clusters Score -1.777397e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 150932 members 
Entering Unmasked Estep 
Score: -17774144.000000 Penalty: 3886.275635
	Iteration 45Q: 3 clusters Score -1.777414e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 151281 members 
Entering Unmasked Estep 
Score: -17774284.000000 Penalty: 3886.275635
	Iteration 46Q: 3 clusters Score -1.777428e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 151587 members 
Entering Unmasked Estep 
Score: -17774396.000000 Penalty: 3886.275635
	Iteration 47Q: 3 clusters Score -1.77744e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 151821 members 
Entering Unmasked Estep 
Score: -17774488.000000 Penalty: 3886.275635
	Iteration 48Q: 3 clusters Score -1.777449e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 152019 members 
Entering Unmasked Estep 
Score: -17774598.000000 Penalty: 3886.275635
	Iteration 49Q: 3 clusters Score -1.77746e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 152196 members 
Entering Unmasked Estep 
Score: -17774720.000000 Penalty: 3886.275635
	Iteration 50Q: 3 clusters Score -1.777472e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 152340 members 
Entering Unmasked Estep 
Score: -17774760.000000 Penalty: 3886.275635
	Iteration 51Q: 3 clusters Score -1.777476e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 152472 members 
Entering Unmasked Estep 
Score: -17774872.000000 Penalty: 3886.275635
	Iteration 52Q: 3 clusters Score -1.777487e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 152599 members 
Entering Unmasked Estep 
Score: -17774944.000000 Penalty: 3886.275635
	Iteration 53Q: 3 clusters Score -1.777494e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 152711 members 
Entering Unmasked Estep 
Score: -17774998.000000 Penalty: 3886.275635
	Iteration 54Q: 3 clusters Score -1.7775e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 152799 members 
Entering Unmasked Estep 
Score: -17775050.000000 Penalty: 3886.275635
	Iteration 55Q: 3 clusters Score -1.777505e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 152898 members 
Entering Unmasked Estep 
Score: -17775124.000000 Penalty: 3886.275635
	Iteration 56Q: 3 clusters Score -1.777512e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 152999 members 
Entering Unmasked Estep 
Score: -17775154.000000 Penalty: 3886.275635
	Iteration 57Q: 3 clusters Score -1.777515e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 153109 members 
Entering Unmasked Estep 
Score: -17775228.000000 Penalty: 3886.275635
	Iteration 58Q: 3 clusters Score -1.777523e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 153235 members 
Entering Unmasked Estep 
Score: -17775334.000000 Penalty: 3886.275635
	Iteration 59Q: 3 clusters Score -1.777533e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 153334 members 
Entering Unmasked Estep 
Score: -17775424.000000 Penalty: 3886.275635
	Iteration 60F: 3 clusters Score -1.777542e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 153414 members 
Entering Unmasked Estep 
Score: -17775482.000000 Penalty: 3886.275635
	Iteration 61Q: 3 clusters Score -1.777548e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 153474 members 
Entering Unmasked Estep 
Score: -17775546.000000 Penalty: 3886.275635
	Iteration 62Q: 3 clusters Score -1.777555e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 153525 members 
Entering Unmasked Estep 
Score: -17775570.000000 Penalty: 3886.275635
	Iteration 63Q: 3 clusters Score -1.777557e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 153574 members 
Entering Unmasked Estep 
Score: -17775630.000000 Penalty: 3886.275635
	Iteration 64Q: 3 clusters Score -1.777563e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 153623 members 
Entering Unmasked Estep 
Score: -17775686.000000 Penalty: 3886.275635
	Iteration 65Q: 3 clusters Score -1.777569e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 153664 members 
Entering Unmasked Estep 
Score: -17775710.000000 Penalty: 3886.275635
	Iteration 66Q: 3 clusters Score -1.777571e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 153691 members 
Entering Unmasked Estep 
Score: -17775716.000000 Penalty: 3886.275635
	Iteration 67Q: 3 clusters Score -1.777572e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 153720 members 
Entering Unmasked Estep 
Score: -17775738.000000 Penalty: 3886.275635
	Iteration 68Q: 3 clusters Score -1.777574e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 153755 members 
Entering Unmasked Estep 
Score: -17775778.000000 Penalty: 3886.275635
	Iteration 69Q: 3 clusters Score -1.777578e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 153787 members 
Entering Unmasked Estep 
Score: -17775788.000000 Penalty: 3886.275635
	Iteration 70Q: 3 clusters Score -1.777579e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 153819 members 
Entering Unmasked Estep 
Score: -17775838.000000 Penalty: 3886.275635
	Iteration 71Q: 3 clusters Score -1.777584e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 153841 members 
Entering Unmasked Estep 
Score: -17775850.000000 Penalty: 3886.275635
	Iteration 72Q: 3 clusters Score -1.777585e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 153858 members 
Entering Unmasked Estep 
Score: -17775858.000000 Penalty: 3886.275635
	Iteration 73Q: 3 clusters Score -1.777586e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 153872 members 
Entering Unmasked Estep 
Score: -17775864.000000 Penalty: 3886.275635
	Iteration 74Q: 3 clusters Score -1.777586e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 153882 members 
Entering Unmasked Estep 
Score: -17775862.000000 Penalty: 3886.275635
	Iteration 75Q: 3 clusters Score -1.777586e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 153899 members 
Entering Unmasked Estep 
Score: -17775872.000000 Penalty: 3886.275635
	Iteration 76Q: 3 clusters Score -1.777587e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 153915 members 
Entering Unmasked Estep 
Score: -17775880.000000 Penalty: 3886.275635
	Iteration 77Q: 3 clusters Score -1.777588e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 153926 members 
Entering Unmasked Estep 
Score: -17775882.000000 Penalty: 3886.275635
	Iteration 78Q: 3 clusters Score -1.777588e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 153933 members 
Entering Unmasked Estep 
Score: -17775874.000000 Penalty: 3886.275635
	Iteration 79Q: 3 clusters Score -1.777587e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 153944 members 
Entering Unmasked Estep 
Score: -17775880.000000 Penalty: 3886.275635
	Iteration 80F: 3 clusters Score -1.777588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 153945 members 
Entering Unmasked Estep 
Score: -17775882.000000 Penalty: 3886.275635
	Iteration 81Q: 3 clusters Score -1.777588e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 153945 members 
Entering Unmasked Estep 
Score: -17775886.000000 Penalty: 3886.275635
	Iteration 82Q: 3 clusters Score -1.777589e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 153946 members 
Entering Unmasked Estep 
Score: -17775888.000000 Penalty: 3886.275635
	Iteration 83Q: 3 clusters Score -1.777589e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 153947 members 
Entering Unmasked Estep 
Score: -17775888.000000 Penalty: 3886.275635
	Iteration 84Q: 3 clusters Score -1.777589e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 153947 members 
Entering Unmasked Estep 
Score: -17775888.000000 Penalty: 3886.275635
	Iteration 85F: 3 clusters Score -1.777589e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (93346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93346 members 
Entering Unmasked Estep 
Score: -10188487.000000 Penalty: 1859.661011
	Iteration 0F: 2 clusters Score -1.018849e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46927 members 
Mstep: Class 2 contains 46419 members 
Entering Unmasked Estep 
Score: -10125829.000000 Penalty: 3719.322021
	Iteration 0F: 3 clusters Score -1.012583e+07 nChanged 44924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50297 members 
Mstep: Class 2 contains 43049 members 
Entering Unmasked Estep 
Score: -10152779.000000 Penalty: 3719.322021
	Iteration 1F: 3 clusters Score -1.015278e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52639 members 
Mstep: Class 2 contains 40707 members 
Entering Unmasked Estep 
Score: -10154375.000000 Penalty: 3719.322021
	Iteration 2Q: 3 clusters Score -1.015438e+07 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56124 members 
Mstep: Class 2 contains 37222 members 
Entering Unmasked Estep 
Score: -10156780.000000 Penalty: 3719.322021
	Iteration 3F: 3 clusters Score -1.015678e+07 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60737 members 
Mstep: Class 2 contains 32609 members 
Entering Unmasked Estep 
Score: -10160646.000000 Penalty: 3719.322021
	Iteration 4F: 3 clusters Score -1.016065e+07 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66382 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -10165682.000000 Penalty: 3719.322021
	Iteration 5F: 3 clusters Score -1.016568e+07 nChanged 6444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72048 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -10170901.000000 Penalty: 3719.322021
	Iteration 6F: 3 clusters Score -1.01709e+07 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76982 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -10175469.000000 Penalty: 3719.322021
	Iteration 7F: 3 clusters Score -1.017547e+07 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80773 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -10178832.000000 Penalty: 3719.322021
	Iteration 8Q: 3 clusters Score -1.017883e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83560 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -10180949.000000 Penalty: 3719.322021
	Iteration 9Q: 3 clusters Score -1.018095e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85754 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -10182473.000000 Penalty: 3719.322021
	Iteration 10Q: 3 clusters Score -1.018247e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87507 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -10183662.000000 Penalty: 3719.322021
	Iteration 11Q: 3 clusters Score -1.018366e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88954 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -10184615.000000 Penalty: 3719.322021
	Iteration 12Q: 3 clusters Score -1.018462e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90043 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -10185351.000000 Penalty: 3719.322021
	Iteration 13Q: 3 clusters Score -1.018535e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90833 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -10185880.000000 Penalty: 3719.322021
	Iteration 14Q: 3 clusters Score -1.018588e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91380 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -10186328.000000 Penalty: 3719.322021
	Iteration 15Q: 3 clusters Score -1.018633e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91723 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -10186598.000000 Penalty: 3719.322021
	Iteration 16Q: 3 clusters Score -1.01866e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91934 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -10186810.000000 Penalty: 3719.322021
	Iteration 17Q: 3 clusters Score -1.018681e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92056 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -10186914.000000 Penalty: 3719.322021
	Iteration 18Q: 3 clusters Score -1.018691e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92125 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -10186951.000000 Penalty: 3719.322021
	Iteration 19Q: 3 clusters Score -1.018695e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92169 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -10186980.000000 Penalty: 3719.322021
	Iteration 20F: 3 clusters Score -1.018698e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92207 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -10186988.000000 Penalty: 3719.322021
	Iteration 21Q: 3 clusters Score -1.018699e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92244 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -10187008.000000 Penalty: 3719.322021
	Iteration 22Q: 3 clusters Score -1.018701e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92258 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -10187039.000000 Penalty: 3719.322021
	Iteration 23Q: 3 clusters Score -1.018704e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92275 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -10187043.000000 Penalty: 3719.322021
	Iteration 24Q: 3 clusters Score -1.018704e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92288 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -10187067.000000 Penalty: 3719.322021
	Iteration 25Q: 3 clusters Score -1.018707e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92304 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -10187075.000000 Penalty: 3719.322021
	Iteration 26Q: 3 clusters Score -1.018708e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92313 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -10187085.000000 Penalty: 3719.322021
	Iteration 27Q: 3 clusters Score -1.018708e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92323 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -10187099.000000 Penalty: 3719.322021
	Iteration 28Q: 3 clusters Score -1.01871e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92326 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -10187118.000000 Penalty: 3719.322021
	Iteration 29Q: 3 clusters Score -1.018712e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92326 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -10187120.000000 Penalty: 3719.322021
	Iteration 30Q: 3 clusters Score -1.018712e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92332 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -10187128.000000 Penalty: 3719.322021
	Iteration 31Q: 3 clusters Score -1.018713e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92338 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -10187125.000000 Penalty: 3719.322021
	Iteration 32Q: 3 clusters Score -1.018712e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92341 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -10187117.000000 Penalty: 3719.322021
	Iteration 33Q: 3 clusters Score -1.018712e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92348 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -10187126.000000 Penalty: 3719.322021
	Iteration 34Q: 3 clusters Score -1.018713e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92355 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -10187132.000000 Penalty: 3719.322021
	Iteration 35Q: 3 clusters Score -1.018713e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92358 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -10187141.000000 Penalty: 3719.322021
	Iteration 36Q: 3 clusters Score -1.018714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92359 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -10187146.000000 Penalty: 3719.322021
	Iteration 37Q: 3 clusters Score -1.018715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92358 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -10187143.000000 Penalty: 3719.322021
	Iteration 38Q: 3 clusters Score -1.018714e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92358 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -10187143.000000 Penalty: 3719.322021
	Iteration 39F: 3 clusters Score -1.018714e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (162931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162931 members 
Entering Unmasked Estep 
Score: -19159522.000000 Penalty: 1950.175903
	Iteration 0F: 2 clusters Score -1.915952e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81384 members 
Mstep: Class 2 contains 81547 members 
Entering Unmasked Estep 
Score: -19088064.000000 Penalty: 3900.351807
	Iteration 0F: 3 clusters Score -1.908806e+07 nChanged 78648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79792 members 
Mstep: Class 2 contains 83139 members 
Entering Unmasked Estep 
Score: -19134494.000000 Penalty: 3900.351807
	Iteration 1F: 3 clusters Score -1.913449e+07 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79136 members 
Mstep: Class 2 contains 83795 members 
Entering Unmasked Estep 
Score: -19136072.000000 Penalty: 3900.351807
	Iteration 2Q: 3 clusters Score -1.913607e+07 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78016 members 
Mstep: Class 2 contains 84915 members 
Entering Unmasked Estep 
Score: -19138376.000000 Penalty: 3900.351807
	Iteration 3Q: 3 clusters Score -1.913838e+07 nChanged 7479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76063 members 
Mstep: Class 2 contains 86868 members 
Entering Unmasked Estep 
Score: -19142166.000000 Penalty: 3900.351807
	Iteration 4Q: 3 clusters Score -1.914217e+07 nChanged 9653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72562 members 
Mstep: Class 2 contains 90369 members 
Entering Unmasked Estep 
Score: -19148454.000000 Penalty: 3900.351807
	Iteration 5F: 3 clusters Score -1.914845e+07 nChanged 11809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67731 members 
Mstep: Class 2 contains 95200 members 
Entering Unmasked Estep 
Score: -19157094.000000 Penalty: 3900.351807
	Iteration 6F: 3 clusters Score -1.915709e+07 nChanged 12357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63044 members 
Mstep: Class 2 contains 99887 members 
Entering Unmasked Estep 
Score: -19166380.000000 Penalty: 3900.351807
	Iteration 7F: 3 clusters Score -1.916638e+07 nChanged 10153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59319 members 
Mstep: Class 2 contains 103612 members 
Entering Unmasked Estep 
Score: -19171412.000000 Penalty: 3900.351807
	Iteration 8F: 3 clusters Score -1.917141e+07 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56420 members 
Mstep: Class 2 contains 106511 members 
Entering Unmasked Estep 
Score: -19172854.000000 Penalty: 3900.351807
	Iteration 9Q: 3 clusters Score -1.917285e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53720 members 
Mstep: Class 2 contains 109211 members 
Entering Unmasked Estep 
Score: -19173062.000000 Penalty: 3900.351807
	Iteration 10Q: 3 clusters Score -1.917306e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50979 members 
Mstep: Class 2 contains 111952 members 
Entering Unmasked Estep 
Score: -19172914.000000 Penalty: 3900.351807
	Iteration 11Q: 3 clusters Score -1.917291e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48340 members 
Mstep: Class 2 contains 114591 members 
Entering Unmasked Estep 
Score: -19172714.000000 Penalty: 3900.351807
	Iteration 12Q: 3 clusters Score -1.917271e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45905 members 
Mstep: Class 2 contains 117026 members 
Entering Unmasked Estep 
Score: -19172426.000000 Penalty: 3900.351807
	Iteration 13Q: 3 clusters Score -1.917243e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43644 members 
Mstep: Class 2 contains 119287 members 
Entering Unmasked Estep 
Score: -19172198.000000 Penalty: 3900.351807
	Iteration 14Q: 3 clusters Score -1.91722e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41414 members 
Mstep: Class 2 contains 121517 members 
Entering Unmasked Estep 
Score: -19171690.000000 Penalty: 3900.351807
	Iteration 15Q: 3 clusters Score -1.917169e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39234 members 
Mstep: Class 2 contains 123697 members 
Entering Unmasked Estep 
Score: -19170932.000000 Penalty: 3900.351807
	Iteration 16Q: 3 clusters Score -1.917093e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37193 members 
Mstep: Class 2 contains 125738 members 
Entering Unmasked Estep 
Score: -19170350.000000 Penalty: 3900.351807
	Iteration 17Q: 3 clusters Score -1.917035e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35168 members 
Mstep: Class 2 contains 127763 members 
Entering Unmasked Estep 
Score: -19169750.000000 Penalty: 3900.351807
	Iteration 18Q: 3 clusters Score -1.916975e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 129657 members 
Entering Unmasked Estep 
Score: -19169432.000000 Penalty: 3900.351807
	Iteration 19Q: 3 clusters Score -1.916943e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31383 members 
Mstep: Class 2 contains 131548 members 
Entering Unmasked Estep 
Score: -19169160.000000 Penalty: 3900.351807
	Iteration 20F: 3 clusters Score -1.916916e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 133497 members 
Entering Unmasked Estep 
Score: -19168858.000000 Penalty: 3900.351807
	Iteration 21Q: 3 clusters Score -1.916886e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 135355 members 
Entering Unmasked Estep 
Score: -19168524.000000 Penalty: 3900.351807
	Iteration 22Q: 3 clusters Score -1.916852e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 137232 members 
Entering Unmasked Estep 
Score: -19168102.000000 Penalty: 3900.351807
	Iteration 23Q: 3 clusters Score -1.91681e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 139115 members 
Entering Unmasked Estep 
Score: -19167636.000000 Penalty: 3900.351807
	Iteration 24Q: 3 clusters Score -1.916764e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 140851 members 
Entering Unmasked Estep 
Score: -19167102.000000 Penalty: 3900.351807
	Iteration 25Q: 3 clusters Score -1.91671e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 142452 members 
Entering Unmasked Estep 
Score: -19166740.000000 Penalty: 3900.351807
	Iteration 26Q: 3 clusters Score -1.916674e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 143932 members 
Entering Unmasked Estep 
Score: -19166370.000000 Penalty: 3900.351807
	Iteration 27Q: 3 clusters Score -1.916637e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 145353 members 
Entering Unmasked Estep 
Score: -19166114.000000 Penalty: 3900.351807
	Iteration 28Q: 3 clusters Score -1.916611e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 146662 members 
Entering Unmasked Estep 
Score: -19165916.000000 Penalty: 3900.351807
	Iteration 29Q: 3 clusters Score -1.916592e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 147860 members 
Entering Unmasked Estep 
Score: -19165622.000000 Penalty: 3900.351807
	Iteration 30Q: 3 clusters Score -1.916562e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 148961 members 
Entering Unmasked Estep 
Score: -19165320.000000 Penalty: 3900.351807
	Iteration 31Q: 3 clusters Score -1.916532e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 149989 members 
Entering Unmasked Estep 
Score: -19165014.000000 Penalty: 3900.351807
	Iteration 32Q: 3 clusters Score -1.916501e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 151003 members 
Entering Unmasked Estep 
Score: -19164828.000000 Penalty: 3900.351807
	Iteration 33Q: 3 clusters Score -1.916483e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 151917 members 
Entering Unmasked Estep 
Score: -19164574.000000 Penalty: 3900.351807
	Iteration 34Q: 3 clusters Score -1.916457e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 152731 members 
Entering Unmasked Estep 
Score: -19164422.000000 Penalty: 3900.351807
	Iteration 35Q: 3 clusters Score -1.916442e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 153469 members 
Entering Unmasked Estep 
Score: -19164204.000000 Penalty: 3900.351807
	Iteration 36Q: 3 clusters Score -1.91642e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 154130 members 
Entering Unmasked Estep 
Score: -19164030.000000 Penalty: 3900.351807
	Iteration 37Q: 3 clusters Score -1.916403e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 154762 members 
Entering Unmasked Estep 
Score: -19163846.000000 Penalty: 3900.351807
	Iteration 38Q: 3 clusters Score -1.916385e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 155318 members 
Entering Unmasked Estep 
Score: -19163668.000000 Penalty: 3900.351807
	Iteration 39Q: 3 clusters Score -1.916367e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 155804 members 
Entering Unmasked Estep 
Score: -19163508.000000 Penalty: 3900.351807
	Iteration 40F: 3 clusters Score -1.916351e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 156231 members 
Entering Unmasked Estep 
Score: -19163238.000000 Penalty: 3900.351807
	Iteration 41Q: 3 clusters Score -1.916324e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 156568 members 
Entering Unmasked Estep 
Score: -19163032.000000 Penalty: 3900.351807
	Iteration 42Q: 3 clusters Score -1.916303e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 156859 members 
Entering Unmasked Estep 
Score: -19162946.000000 Penalty: 3900.351807
	Iteration 43Q: 3 clusters Score -1.916295e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 157099 members 
Entering Unmasked Estep 
Score: -19162872.000000 Penalty: 3900.351807
	Iteration 44Q: 3 clusters Score -1.916287e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 157320 members 
Entering Unmasked Estep 
Score: -19162760.000000 Penalty: 3900.351807
	Iteration 45Q: 3 clusters Score -1.916276e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 157526 members 
Entering Unmasked Estep 
Score: -19162616.000000 Penalty: 3900.351807
	Iteration 46Q: 3 clusters Score -1.916262e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 157718 members 
Entering Unmasked Estep 
Score: -19162558.000000 Penalty: 3900.351807
	Iteration 47Q: 3 clusters Score -1.916256e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 157904 members 
Entering Unmasked Estep 
Score: -19162522.000000 Penalty: 3900.351807
	Iteration 48Q: 3 clusters Score -1.916252e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 158094 members 
Entering Unmasked Estep 
Score: -19162402.000000 Penalty: 3900.351807
	Iteration 49Q: 3 clusters Score -1.91624e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 158269 members 
Entering Unmasked Estep 
Score: -19162216.000000 Penalty: 3900.351807
	Iteration 50Q: 3 clusters Score -1.916222e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 158423 members 
Entering Unmasked Estep 
Score: -19162042.000000 Penalty: 3900.351807
	Iteration 51Q: 3 clusters Score -1.916204e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 158577 members 
Entering Unmasked Estep 
Score: -19161950.000000 Penalty: 3900.351807
	Iteration 52Q: 3 clusters Score -1.916195e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 158717 members 
Entering Unmasked Estep 
Score: -19161834.000000 Penalty: 3900.351807
	Iteration 53Q: 3 clusters Score -1.916183e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 158835 members 
Entering Unmasked Estep 
Score: -19161750.000000 Penalty: 3900.351807
	Iteration 54Q: 3 clusters Score -1.916175e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 158932 members 
Entering Unmasked Estep 
Score: -19161696.000000 Penalty: 3900.351807
	Iteration 55Q: 3 clusters Score -1.91617e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 159036 members 
Entering Unmasked Estep 
Score: -19161644.000000 Penalty: 3900.351807
	Iteration 56Q: 3 clusters Score -1.916164e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 159140 members 
Entering Unmasked Estep 
Score: -19161616.000000 Penalty: 3900.351807
	Iteration 57Q: 3 clusters Score -1.916162e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 159213 members 
Entering Unmasked Estep 
Score: -19161578.000000 Penalty: 3900.351807
	Iteration 58Q: 3 clusters Score -1.916158e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 159293 members 
Entering Unmasked Estep 
Score: -19161530.000000 Penalty: 3900.351807
	Iteration 59Q: 3 clusters Score -1.916153e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 159365 members 
Entering Unmasked Estep 
Score: -19161476.000000 Penalty: 3900.351807
	Iteration 60F: 3 clusters Score -1.916148e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 159423 members 
Entering Unmasked Estep 
Score: -19161444.000000 Penalty: 3900.351807
	Iteration 61Q: 3 clusters Score -1.916144e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 159463 members 
Entering Unmasked Estep 
Score: -19161428.000000 Penalty: 3900.351807
	Iteration 62Q: 3 clusters Score -1.916143e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 159504 members 
Entering Unmasked Estep 
Score: -19161380.000000 Penalty: 3900.351807
	Iteration 63Q: 3 clusters Score -1.916138e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 159544 members 
Entering Unmasked Estep 
Score: -19161356.000000 Penalty: 3900.351807
	Iteration 64Q: 3 clusters Score -1.916136e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 159568 members 
Entering Unmasked Estep 
Score: -19161348.000000 Penalty: 3900.351807
	Iteration 65Q: 3 clusters Score -1.916135e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 159597 members 
Entering Unmasked Estep 
Score: -19161306.000000 Penalty: 3900.351807
	Iteration 66Q: 3 clusters Score -1.916131e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 159630 members 
Entering Unmasked Estep 
Score: -19161296.000000 Penalty: 3900.351807
	Iteration 67Q: 3 clusters Score -1.91613e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 159656 members 
Entering Unmasked Estep 
Score: -19161286.000000 Penalty: 3900.351807
	Iteration 68Q: 3 clusters Score -1.916129e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 159688 members 
Entering Unmasked Estep 
Score: -19161286.000000 Penalty: 3900.351807
	Iteration 69Q: 3 clusters Score -1.916129e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 159716 members 
Entering Unmasked Estep 
Score: -19161276.000000 Penalty: 3900.351807
	Iteration 70Q: 3 clusters Score -1.916128e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 159744 members 
Entering Unmasked Estep 
Score: -19161268.000000 Penalty: 3900.351807
	Iteration 71Q: 3 clusters Score -1.916127e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 159775 members 
Entering Unmasked Estep 
Score: -19161226.000000 Penalty: 3900.351807
	Iteration 72Q: 3 clusters Score -1.916123e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 159808 members 
Entering Unmasked Estep 
Score: -19161206.000000 Penalty: 3900.351807
	Iteration 73Q: 3 clusters Score -1.916121e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 159838 members 
Entering Unmasked Estep 
Score: -19161218.000000 Penalty: 3900.351807
	Iteration 74Q: 3 clusters Score -1.916122e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 159854 members 
Entering Unmasked Estep 
Score: -19161194.000000 Penalty: 3900.351807
	Iteration 75Q: 3 clusters Score -1.916119e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 159869 members 
Entering Unmasked Estep 
Score: -19161192.000000 Penalty: 3900.351807
	Iteration 76Q: 3 clusters Score -1.916119e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 159888 members 
Entering Unmasked Estep 
Score: -19161176.000000 Penalty: 3900.351807
	Iteration 77Q: 3 clusters Score -1.916118e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 159909 members 
Entering Unmasked Estep 
Score: -19161128.000000 Penalty: 3900.351807
	Iteration 78Q: 3 clusters Score -1.916113e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 159926 members 
Entering Unmasked Estep 
Score: -19161126.000000 Penalty: 3900.351807
	Iteration 79Q: 3 clusters Score -1.916113e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 159935 members 
Entering Unmasked Estep 
Score: -19161102.000000 Penalty: 3900.351807
	Iteration 80F: 3 clusters Score -1.91611e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 159944 members 
Entering Unmasked Estep 
Score: -19161100.000000 Penalty: 3900.351807
	Iteration 81Q: 3 clusters Score -1.91611e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 159950 members 
Entering Unmasked Estep 
Score: -19161084.000000 Penalty: 3900.351807
	Iteration 82Q: 3 clusters Score -1.916108e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 159957 members 
Entering Unmasked Estep 
Score: -19161062.000000 Penalty: 3900.351807
	Iteration 83Q: 3 clusters Score -1.916106e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 159963 members 
Entering Unmasked Estep 
Score: -19161060.000000 Penalty: 3900.351807
	Iteration 84Q: 3 clusters Score -1.916106e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 159971 members 
Entering Unmasked Estep 
Score: -19161084.000000 Penalty: 3900.351807
	Iteration 85Q: 3 clusters Score -1.916108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 159975 members 
Entering Unmasked Estep 
Score: -19161076.000000 Penalty: 3900.351807
	Iteration 86Q: 3 clusters Score -1.916108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 159976 members 
Entering Unmasked Estep 
Score: -19161076.000000 Penalty: 3900.351807
	Iteration 87Q: 3 clusters Score -1.916108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 159978 members 
Entering Unmasked Estep 
Score: -19161080.000000 Penalty: 3900.351807
	Iteration 88Q: 3 clusters Score -1.916108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 159979 members 
Entering Unmasked Estep 
Score: -19161084.000000 Penalty: 3900.351807
	Iteration 89Q: 3 clusters Score -1.916108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 159980 members 
Entering Unmasked Estep 
Score: -19161078.000000 Penalty: 3900.351807
	Iteration 90Q: 3 clusters Score -1.916108e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 159980 members 
Entering Unmasked Estep 
Score: -19161078.000000 Penalty: 3900.351807
	Iteration 91F: 3 clusters Score -1.916108e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 156025 members 
Mstep: Class 2 contains 93346 members 
Mstep: Class 3 contains 2951 members 
Mstep: Class 4 contains 7047 members 
Mstep: Class 5 contains 159980 members 
Mstep: Class 6 contains 22710 members 
Mstep: Class 7 contains 1345 members 
Mstep: Class 8 contains 221538 members 
Mstep: Class 9 contains 188491 members 
Mstep: Class 10 contains 218610 members 
Mstep: Class 11 contains 2887 members 
Mstep: Class 12 contains 5473 members 
Mstep: Class 13 contains 1392 members 
Mstep: Class 14 contains 2273 members 
Mstep: Class 15 contains 208816 members 
Mstep: Class 16 contains 127394 members 
Mstep: Class 17 contains 106241 members 
Mstep: Class 18 contains 40292 members 
Mstep: Class 19 contains 149193 members 
Mstep: Class 20 contains 1096 members 
Mstep: Class 21 contains 1542 members 
Mstep: Class 22 contains 4101 members 
Entering Unmasked Estep 
Score: -194266592.000000 Penalty: 51335.246094
Splitting cluster 3 changes total score from -194264224.000000 to -194266592.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 4 (7047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Entering Unmasked Estep 
Score: -717092.750000 Penalty: 1439.808105
	Iteration 0F: 2 clusters Score -717092.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -711966.937500 Penalty: 2879.616211
	Iteration 0F: 3 clusters Score -711966.9 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -713960.750000 Penalty: 2879.616211
	Iteration 1F: 3 clusters Score -713960.8 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -714755.125000 Penalty: 2879.616211
	Iteration 2F: 3 clusters Score -714755.1 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -715451.312500 Penalty: 2879.616211
	Iteration 3F: 3 clusters Score -715451.3 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -715842.500000 Penalty: 2879.616211
	Iteration 4F: 3 clusters Score -715842.5 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -716065.187500 Penalty: 2879.616211
	Iteration 5F: 3 clusters Score -716065.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -716176.625000 Penalty: 2879.616211
	Iteration 6Q: 3 clusters Score -716176.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -716260.062500 Penalty: 2879.616211
	Iteration 7Q: 3 clusters Score -716260.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -716320.187500 Penalty: 2879.616211
	Iteration 8Q: 3 clusters Score -716320.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -716348.437500 Penalty: 2879.616211
	Iteration 9Q: 3 clusters Score -716348.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -716373.625000 Penalty: 2879.616211
	Iteration 10Q: 3 clusters Score -716373.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -716401.875000 Penalty: 2879.616211
	Iteration 11Q: 3 clusters Score -716401.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -716426.437500 Penalty: 2879.616211
	Iteration 12Q: 3 clusters Score -716426.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -716459.000000 Penalty: 2879.616211
	Iteration 13Q: 3 clusters Score -716459 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -716494.062500 Penalty: 2879.616211
	Iteration 14Q: 3 clusters Score -716494.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -716532.312500 Penalty: 2879.616211
	Iteration 15Q: 3 clusters Score -716532.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -716585.375000 Penalty: 2879.616211
	Iteration 16Q: 3 clusters Score -716585.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -716646.000000 Penalty: 2879.616211
	Iteration 17Q: 3 clusters Score -716646 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -716699.750000 Penalty: 2879.616211
	Iteration 18Q: 3 clusters Score -716699.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -716739.625000 Penalty: 2879.616211
	Iteration 19Q: 3 clusters Score -716739.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -716776.937500 Penalty: 2879.616211
	Iteration 20F: 3 clusters Score -716776.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -716811.937500 Penalty: 2879.616211
	Iteration 21Q: 3 clusters Score -716811.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -716833.750000 Penalty: 2879.616211
	Iteration 22Q: 3 clusters Score -716833.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -716848.812500 Penalty: 2879.616211
	Iteration 23Q: 3 clusters Score -716848.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -716866.125000 Penalty: 2879.616211
	Iteration 24Q: 3 clusters Score -716866.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -716882.750000 Penalty: 2879.616211
	Iteration 25Q: 3 clusters Score -716882.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -716891.687500 Penalty: 2879.616211
	Iteration 26Q: 3 clusters Score -716891.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -716902.000000 Penalty: 2879.616211
	Iteration 27Q: 3 clusters Score -716902 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -716913.312500 Penalty: 2879.616211
	Iteration 28Q: 3 clusters Score -716913.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -716916.625000 Penalty: 2879.616211
	Iteration 29Q: 3 clusters Score -716916.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -716917.250000 Penalty: 2879.616211
	Iteration 30Q: 3 clusters Score -716917.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -716918.312500 Penalty: 2879.616211
	Iteration 31Q: 3 clusters Score -716918.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -716920.312500 Penalty: 2879.616211
	Iteration 32Q: 3 clusters Score -716920.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -716922.875000 Penalty: 2879.616211
	Iteration 33Q: 3 clusters Score -716922.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -716923.000000 Penalty: 2879.616211
	Iteration 34Q: 3 clusters Score -716923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -716923.000000 Penalty: 2879.616211
	Iteration 35F: 3 clusters Score -716923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Entering Unmasked Estep 
Score: -2598825.750000 Penalty: 1629.966064
	Iteration 0F: 2 clusters Score -2598826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -2583540.250000 Penalty: 3259.932129
	Iteration 0F: 3 clusters Score -2583540 nChanged 10165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -2589104.750000 Penalty: 3259.932129
	Iteration 1F: 3 clusters Score -2589105 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -2589476.250000 Penalty: 3259.932129
	Iteration 2Q: 3 clusters Score -2589476 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -2589834.750000 Penalty: 3259.932129
	Iteration 3Q: 3 clusters Score -2589835 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -2590238.500000 Penalty: 3259.932129
	Iteration 4Q: 3 clusters Score -2590238 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -2590776.000000 Penalty: 3259.932129
	Iteration 5Q: 3 clusters Score -2590776 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -2591517.500000 Penalty: 3259.932129
	Iteration 6F: 3 clusters Score -2591518 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -2592559.500000 Penalty: 3259.932129
	Iteration 7F: 3 clusters Score -2592560 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -2593732.500000 Penalty: 3259.932129
	Iteration 8F: 3 clusters Score -2593732 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -2594899.500000 Penalty: 3259.932129
	Iteration 9F: 3 clusters Score -2594900 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -2595734.500000 Penalty: 3259.932129
	Iteration 10Q: 3 clusters Score -2595734 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -2596229.250000 Penalty: 3259.932129
	Iteration 11Q: 3 clusters Score -2596229 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -2596512.750000 Penalty: 3259.932129
	Iteration 12Q: 3 clusters Score -2596513 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -2596689.500000 Penalty: 3259.932129
	Iteration 13Q: 3 clusters Score -2596690 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2596820.250000 Penalty: 3259.932129
	Iteration 14Q: 3 clusters Score -2596820 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2596904.250000 Penalty: 3259.932129
	Iteration 15Q: 3 clusters Score -2596904 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2596981.000000 Penalty: 3259.932129
	Iteration 16Q: 3 clusters Score -2596981 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2597021.250000 Penalty: 3259.932129
	Iteration 17Q: 3 clusters Score -2597021 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2597083.500000 Penalty: 3259.932129
	Iteration 18Q: 3 clusters Score -2597084 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2597110.000000 Penalty: 3259.932129
	Iteration 19Q: 3 clusters Score -2597110 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2597141.000000 Penalty: 3259.932129
	Iteration 20F: 3 clusters Score -2597141 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2597165.750000 Penalty: 3259.932129
	Iteration 21Q: 3 clusters Score -2597166 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2597192.500000 Penalty: 3259.932129
	Iteration 22Q: 3 clusters Score -2597192 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2597203.250000 Penalty: 3259.932129
	Iteration 23Q: 3 clusters Score -2597203 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2597237.750000 Penalty: 3259.932129
	Iteration 24Q: 3 clusters Score -2597238 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2597266.500000 Penalty: 3259.932129
	Iteration 25Q: 3 clusters Score -2597266 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2597290.000000 Penalty: 3259.932129
	Iteration 26Q: 3 clusters Score -2597290 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2597309.500000 Penalty: 3259.932129
	Iteration 27Q: 3 clusters Score -2597310 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2597337.500000 Penalty: 3259.932129
	Iteration 28Q: 3 clusters Score -2597338 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2597348.750000 Penalty: 3259.932129
	Iteration 29Q: 3 clusters Score -2597349 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2597360.750000 Penalty: 3259.932129
	Iteration 30Q: 3 clusters Score -2597361 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2597373.750000 Penalty: 3259.932129
	Iteration 31Q: 3 clusters Score -2597374 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2597395.750000 Penalty: 3259.932129
	Iteration 32Q: 3 clusters Score -2597396 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2597413.750000 Penalty: 3259.932129
	Iteration 33Q: 3 clusters Score -2597414 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2597436.500000 Penalty: 3259.932129
	Iteration 34Q: 3 clusters Score -2597436 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2597444.250000 Penalty: 3259.932129
	Iteration 35Q: 3 clusters Score -2597444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2597450.500000 Penalty: 3259.932129
	Iteration 36Q: 3 clusters Score -2597450 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2597451.500000 Penalty: 3259.932129
	Iteration 37Q: 3 clusters Score -2597452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2597459.250000 Penalty: 3259.932129
	Iteration 38Q: 3 clusters Score -2597459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2597459.750000 Penalty: 3259.932129
	Iteration 39Q: 3 clusters Score -2597460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2597464.750000 Penalty: 3259.932129
	Iteration 40F: 3 clusters Score -2597465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2597465.000000 Penalty: 3259.932129
	Iteration 41Q: 3 clusters Score -2597465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2597465.250000 Penalty: 3259.932129
	Iteration 42Q: 3 clusters Score -2597465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2597470.000000 Penalty: 3259.932129
	Iteration 43Q: 3 clusters Score -2597470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2597476.000000 Penalty: 3259.932129
	Iteration 44Q: 3 clusters Score -2597476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2597473.250000 Penalty: 3259.932129
	Iteration 45Q: 3 clusters Score -2597473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2597471.000000 Penalty: 3259.932129
	Iteration 46Q: 3 clusters Score -2597471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2597473.500000 Penalty: 3259.932129
	Iteration 47Q: 3 clusters Score -2597474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2597474.750000 Penalty: 3259.932129
	Iteration 48Q: 3 clusters Score -2597475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2597475.000000 Penalty: 3259.932129
	Iteration 49Q: 3 clusters Score -2597475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2597477.750000 Penalty: 3259.932129
	Iteration 50Q: 3 clusters Score -2597478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2597484.500000 Penalty: 3259.932129
	Iteration 51Q: 3 clusters Score -2597484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2597488.500000 Penalty: 3259.932129
	Iteration 52Q: 3 clusters Score -2597488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2597490.250000 Penalty: 3259.932129
	Iteration 53Q: 3 clusters Score -2597490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2597494.000000 Penalty: 3259.932129
	Iteration 54Q: 3 clusters Score -2597494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2597493.750000 Penalty: 3259.932129
	Iteration 55Q: 3 clusters Score -2597494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2597493.250000 Penalty: 3259.932129
	Iteration 56Q: 3 clusters Score -2597493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2597493.500000 Penalty: 3259.932129
	Iteration 57Q: 3 clusters Score -2597494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2597494.000000 Penalty: 3259.932129
	Iteration 58Q: 3 clusters Score -2597494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2597498.250000 Penalty: 3259.932129
	Iteration 59Q: 3 clusters Score -2597498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2597504.750000 Penalty: 3259.932129
	Iteration 60F: 3 clusters Score -2597505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2597506.250000 Penalty: 3259.932129
	Iteration 61Q: 3 clusters Score -2597506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2597509.500000 Penalty: 3259.932129
	Iteration 62Q: 3 clusters Score -2597510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2597507.000000 Penalty: 3259.932129
	Iteration 63Q: 3 clusters Score -2597507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2597511.000000 Penalty: 3259.932129
	Iteration 64Q: 3 clusters Score -2597511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2597511.000000 Penalty: 3259.932129
	Iteration 65Q: 3 clusters Score -2597511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2597514.000000 Penalty: 3259.932129
	Iteration 66Q: 3 clusters Score -2597514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2597514.250000 Penalty: 3259.932129
	Iteration 67Q: 3 clusters Score -2597514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2597513.250000 Penalty: 3259.932129
	Iteration 68Q: 3 clusters Score -2597513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2597515.500000 Penalty: 3259.932129
	Iteration 69Q: 3 clusters Score -2597516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2597515.500000 Penalty: 3259.932129
	Iteration 70F: 3 clusters Score -2597516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Entering Unmasked Estep 
Score: -112211.562500 Penalty: 1170.674194
	Iteration 0F: 2 clusters Score -112211.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -110922.343750 Penalty: 2341.348389
	Iteration 0F: 3 clusters Score -110922.3 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -113089.992188 Penalty: 2341.348389
	Iteration 1F: 3 clusters Score -113090 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -114529.335938 Penalty: 2341.348389
	Iteration 2F: 3 clusters Score -114529.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -115324.828125 Penalty: 2341.348389
	Iteration 3F: 3 clusters Score -115324.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -115775.023438 Penalty: 2341.348389
	Iteration 4Q: 3 clusters Score -115775 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -115973.109375 Penalty: 2341.348389
	Iteration 5Q: 3 clusters Score -115973.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -116100.648438 Penalty: 2341.348389
	Iteration 6Q: 3 clusters Score -116100.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -116237.468750 Penalty: 2341.348389
	Iteration 7Q: 3 clusters Score -116237.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -116301.859375 Penalty: 2341.348389
	Iteration 8Q: 3 clusters Score -116301.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -116346.015625 Penalty: 2341.348389
	Iteration 9Q: 3 clusters Score -116346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -116380.851562 Penalty: 2341.348389
	Iteration 10Q: 3 clusters Score -116380.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -116394.062500 Penalty: 2341.348389
	Iteration 11Q: 3 clusters Score -116394.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -116400.257812 Penalty: 2341.348389
	Iteration 12Q: 3 clusters Score -116400.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -116406.750000 Penalty: 2341.348389
	Iteration 13Q: 3 clusters Score -116406.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -116423.031250 Penalty: 2341.348389
	Iteration 14Q: 3 clusters Score -116423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -116435.359375 Penalty: 2341.348389
	Iteration 15Q: 3 clusters Score -116435.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -116436.937500 Penalty: 2341.348389
	Iteration 16Q: 3 clusters Score -116436.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -116446.953125 Penalty: 2341.348389
	Iteration 17F: 3 clusters Score -116447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -116467.320312 Penalty: 2341.348389
	Iteration 18Q: 3 clusters Score -116467.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -116482.515625 Penalty: 2341.348389
	Iteration 19Q: 3 clusters Score -116482.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -116513.484375 Penalty: 2341.348389
	Iteration 20F: 3 clusters Score -116513.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -116553.546875 Penalty: 2341.348389
	Iteration 21Q: 3 clusters Score -116553.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -116635.593750 Penalty: 2341.348389
	Iteration 22Q: 3 clusters Score -116635.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -116662.046875 Penalty: 2341.348389
	Iteration 23Q: 3 clusters Score -116662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -116677.875000 Penalty: 2341.348389
	Iteration 24Q: 3 clusters Score -116677.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -116706.718750 Penalty: 2341.348389
	Iteration 25Q: 3 clusters Score -116706.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -116727.750000 Penalty: 2341.348389
	Iteration 26Q: 3 clusters Score -116727.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -116741.320312 Penalty: 2341.348389
	Iteration 27Q: 3 clusters Score -116741.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -116753.109375 Penalty: 2341.348389
	Iteration 28Q: 3 clusters Score -116753.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -116758.960938 Penalty: 2341.348389
	Iteration 29Q: 3 clusters Score -116759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -116762.593750 Penalty: 2341.348389
	Iteration 30Q: 3 clusters Score -116762.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -116771.046875 Penalty: 2341.348389
	Iteration 31Q: 3 clusters Score -116771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -116790.726562 Penalty: 2341.348389
	Iteration 32Q: 3 clusters Score -116790.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -116798.039062 Penalty: 2341.348389
	Iteration 33Q: 3 clusters Score -116798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -116799.531250 Penalty: 2341.348389
	Iteration 34Q: 3 clusters Score -116799.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -116802.757812 Penalty: 2341.348389
	Iteration 35Q: 3 clusters Score -116802.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -116803.664062 Penalty: 2341.348389
	Iteration 36Q: 3 clusters Score -116803.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -116823.960938 Penalty: 2341.348389
	Iteration 37F: 3 clusters Score -116824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -116878.093750 Penalty: 2341.348389
	Iteration 38Q: 3 clusters Score -116878.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -116902.109375 Penalty: 2341.348389
	Iteration 39Q: 3 clusters Score -116902.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -116908.554688 Penalty: 2341.348389
	Iteration 40F: 3 clusters Score -116908.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -116911.890625 Penalty: 2341.348389
	Iteration 41Q: 3 clusters Score -116911.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -116913.367188 Penalty: 2341.348389
	Iteration 42Q: 3 clusters Score -116913.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -116916.937500 Penalty: 2341.348389
	Iteration 43Q: 3 clusters Score -116916.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -116922.718750 Penalty: 2341.348389
	Iteration 44Q: 3 clusters Score -116922.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -116932.976562 Penalty: 2341.348389
	Iteration 45Q: 3 clusters Score -116933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -116940.851562 Penalty: 2341.348389
	Iteration 46Q: 3 clusters Score -116940.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -116943.210938 Penalty: 2341.348389
	Iteration 47Q: 3 clusters Score -116943.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -116943.210938 Penalty: 2341.348389
	Iteration 48F: 3 clusters Score -116943.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 156025 members 
Mstep: Class 2 contains 93346 members 
Mstep: Class 3 contains 2951 members 
Mstep: Class 4 contains 7047 members 
Mstep: Class 5 contains 159980 members 
Mstep: Class 6 contains 22710 members 
Mstep: Class 7 contains 597 members 
Mstep: Class 8 contains 221538 members 
Mstep: Class 9 contains 188491 members 
Mstep: Class 10 contains 218610 members 
Mstep: Class 11 contains 2887 members 
Mstep: Class 12 contains 5473 members 
Mstep: Class 13 contains 1392 members 
Mstep: Class 14 contains 2273 members 
Mstep: Class 15 contains 208816 members 
Mstep: Class 16 contains 127394 members 
Mstep: Class 17 contains 106241 members 
Mstep: Class 18 contains 40292 members 
Mstep: Class 19 contains 149193 members 
Mstep: Class 20 contains 1096 members 
Mstep: Class 21 contains 1542 members 
Mstep: Class 22 contains 4101 members 
Mstep: Class 23 contains 748 members 
Entering Unmasked Estep 
Score: -194273536.000000 Penalty: 53668.667969
Splitting cluster 7 changes total score from -194264224.000000 to -194273536.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 8 (221538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221538 members 
Entering Unmasked Estep 
Score: -25918096.000000 Penalty: 2000.106812
	Iteration 0F: 2 clusters Score -2.59181e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110761 members 
Mstep: Class 2 contains 110777 members 
Entering Unmasked Estep 
Score: -25826096.000000 Penalty: 4000.213623
	Iteration 0F: 3 clusters Score -2.58261e+07 nChanged 107889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107562 members 
Mstep: Class 2 contains 113976 members 
Entering Unmasked Estep 
Score: -25892176.000000 Penalty: 4000.213623
	Iteration 1F: 3 clusters Score -2.589218e+07 nChanged 12002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105008 members 
Mstep: Class 2 contains 116530 members 
Entering Unmasked Estep 
Score: -25896724.000000 Penalty: 4000.213623
	Iteration 2F: 3 clusters Score -2.589672e+07 nChanged 14186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102140 members 
Mstep: Class 2 contains 119398 members 
Entering Unmasked Estep 
Score: -25904796.000000 Penalty: 4000.213623
	Iteration 3F: 3 clusters Score -2.59048e+07 nChanged 16481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99279 members 
Mstep: Class 2 contains 122259 members 
Entering Unmasked Estep 
Score: -25915658.000000 Penalty: 4000.213623
	Iteration 4F: 3 clusters Score -2.591566e+07 nChanged 17414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97987 members 
Mstep: Class 2 contains 123551 members 
Entering Unmasked Estep 
Score: -25929364.000000 Penalty: 4000.213623
	Iteration 5F: 3 clusters Score -2.592936e+07 nChanged 16737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98554 members 
Mstep: Class 2 contains 122984 members 
Entering Unmasked Estep 
Score: -25940980.000000 Penalty: 4000.213623
	Iteration 6F: 3 clusters Score -2.594098e+07 nChanged 12092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101104 members 
Mstep: Class 2 contains 120434 members 
Entering Unmasked Estep 
Score: -25946300.000000 Penalty: 4000.213623
	Iteration 7F: 3 clusters Score -2.59463e+07 nChanged 7149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104599 members 
Mstep: Class 2 contains 116939 members 
Entering Unmasked Estep 
Score: -25948590.000000 Penalty: 4000.213623
	Iteration 8Q: 3 clusters Score -2.594859e+07 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108490 members 
Mstep: Class 2 contains 113048 members 
Entering Unmasked Estep 
Score: -25949808.000000 Penalty: 4000.213623
	Iteration 9Q: 3 clusters Score -2.594981e+07 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112451 members 
Mstep: Class 2 contains 109087 members 
Entering Unmasked Estep 
Score: -25950582.000000 Penalty: 4000.213623
	Iteration 10Q: 3 clusters Score -2.595058e+07 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115732 members 
Mstep: Class 2 contains 105806 members 
Entering Unmasked Estep 
Score: -25951110.000000 Penalty: 4000.213623
	Iteration 11Q: 3 clusters Score -2.595111e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117743 members 
Mstep: Class 2 contains 103795 members 
Entering Unmasked Estep 
Score: -25951648.000000 Penalty: 4000.213623
	Iteration 12Q: 3 clusters Score -2.595165e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118383 members 
Mstep: Class 2 contains 103155 members 
Entering Unmasked Estep 
Score: -25952346.000000 Penalty: 4000.213623
	Iteration 13Q: 3 clusters Score -2.595235e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117922 members 
Mstep: Class 2 contains 103616 members 
Entering Unmasked Estep 
Score: -25953354.000000 Penalty: 4000.213623
	Iteration 14Q: 3 clusters Score -2.595335e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116582 members 
Mstep: Class 2 contains 104956 members 
Entering Unmasked Estep 
Score: -25954820.000000 Penalty: 4000.213623
	Iteration 15Q: 3 clusters Score -2.595482e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114729 members 
Mstep: Class 2 contains 106809 members 
Entering Unmasked Estep 
Score: -25956212.000000 Penalty: 4000.213623
	Iteration 16Q: 3 clusters Score -2.595621e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112677 members 
Mstep: Class 2 contains 108861 members 
Entering Unmasked Estep 
Score: -25957294.000000 Penalty: 4000.213623
	Iteration 17Q: 3 clusters Score -2.595729e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110304 members 
Mstep: Class 2 contains 111234 members 
Entering Unmasked Estep 
Score: -25958568.000000 Penalty: 4000.213623
	Iteration 18Q: 3 clusters Score -2.595857e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107873 members 
Mstep: Class 2 contains 113665 members 
Entering Unmasked Estep 
Score: -25959416.000000 Penalty: 4000.213623
	Iteration 19Q: 3 clusters Score -2.595942e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105388 members 
Mstep: Class 2 contains 116150 members 
Entering Unmasked Estep 
Score: -25960136.000000 Penalty: 4000.213623
	Iteration 20F: 3 clusters Score -2.596014e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102866 members 
Mstep: Class 2 contains 118672 members 
Entering Unmasked Estep 
Score: -25960184.000000 Penalty: 4000.213623
	Iteration 21Q: 3 clusters Score -2.596018e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100502 members 
Mstep: Class 2 contains 121036 members 
Entering Unmasked Estep 
Score: -25959458.000000 Penalty: 4000.213623
	Iteration 22Q: 3 clusters Score -2.595946e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98222 members 
Mstep: Class 2 contains 123316 members 
Entering Unmasked Estep 
Score: -25958736.000000 Penalty: 4000.213623
	Iteration 23Q: 3 clusters Score -2.595874e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96029 members 
Mstep: Class 2 contains 125509 members 
Entering Unmasked Estep 
Score: -25957792.000000 Penalty: 4000.213623
	Iteration 24Q: 3 clusters Score -2.595779e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94008 members 
Mstep: Class 2 contains 127530 members 
Entering Unmasked Estep 
Score: -25956610.000000 Penalty: 4000.213623
	Iteration 25Q: 3 clusters Score -2.595661e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92266 members 
Mstep: Class 2 contains 129272 members 
Entering Unmasked Estep 
Score: -25955740.000000 Penalty: 4000.213623
	Iteration 26Q: 3 clusters Score -2.595574e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91237 members 
Mstep: Class 2 contains 130301 members 
Entering Unmasked Estep 
Score: -25955028.000000 Penalty: 4000.213623
	Iteration 27Q: 3 clusters Score -2.595503e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90669 members 
Mstep: Class 2 contains 130869 members 
Entering Unmasked Estep 
Score: -25954390.000000 Penalty: 4000.213623
	Iteration 28Q: 3 clusters Score -2.595439e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90462 members 
Mstep: Class 2 contains 131076 members 
Entering Unmasked Estep 
Score: -25953982.000000 Penalty: 4000.213623
	Iteration 29Q: 3 clusters Score -2.595398e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90454 members 
Mstep: Class 2 contains 131084 members 
Entering Unmasked Estep 
Score: -25953726.000000 Penalty: 4000.213623
	Iteration 30Q: 3 clusters Score -2.595373e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90661 members 
Mstep: Class 2 contains 130877 members 
Entering Unmasked Estep 
Score: -25953552.000000 Penalty: 4000.213623
	Iteration 31Q: 3 clusters Score -2.595355e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91012 members 
Mstep: Class 2 contains 130526 members 
Entering Unmasked Estep 
Score: -25953484.000000 Penalty: 4000.213623
	Iteration 32Q: 3 clusters Score -2.595348e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91329 members 
Mstep: Class 2 contains 130209 members 
Entering Unmasked Estep 
Score: -25953366.000000 Penalty: 4000.213623
	Iteration 33Q: 3 clusters Score -2.595337e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91659 members 
Mstep: Class 2 contains 129879 members 
Entering Unmasked Estep 
Score: -25953314.000000 Penalty: 4000.213623
	Iteration 34Q: 3 clusters Score -2.595331e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92027 members 
Mstep: Class 2 contains 129511 members 
Entering Unmasked Estep 
Score: -25953292.000000 Penalty: 4000.213623
	Iteration 35Q: 3 clusters Score -2.595329e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92372 members 
Mstep: Class 2 contains 129166 members 
Entering Unmasked Estep 
Score: -25953352.000000 Penalty: 4000.213623
	Iteration 36Q: 3 clusters Score -2.595335e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92706 members 
Mstep: Class 2 contains 128832 members 
Entering Unmasked Estep 
Score: -25953406.000000 Penalty: 4000.213623
	Iteration 37Q: 3 clusters Score -2.595341e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93023 members 
Mstep: Class 2 contains 128515 members 
Entering Unmasked Estep 
Score: -25953434.000000 Penalty: 4000.213623
	Iteration 38Q: 3 clusters Score -2.595343e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93284 members 
Mstep: Class 2 contains 128254 members 
Entering Unmasked Estep 
Score: -25953476.000000 Penalty: 4000.213623
	Iteration 39Q: 3 clusters Score -2.595348e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93492 members 
Mstep: Class 2 contains 128046 members 
Entering Unmasked Estep 
Score: -25953448.000000 Penalty: 4000.213623
	Iteration 40F: 3 clusters Score -2.595345e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93703 members 
Mstep: Class 2 contains 127835 members 
Entering Unmasked Estep 
Score: -25953504.000000 Penalty: 4000.213623
	Iteration 41Q: 3 clusters Score -2.59535e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93940 members 
Mstep: Class 2 contains 127598 members 
Entering Unmasked Estep 
Score: -25953524.000000 Penalty: 4000.213623
	Iteration 42Q: 3 clusters Score -2.595352e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94200 members 
Mstep: Class 2 contains 127338 members 
Entering Unmasked Estep 
Score: -25953682.000000 Penalty: 4000.213623
	Iteration 43Q: 3 clusters Score -2.595368e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94480 members 
Mstep: Class 2 contains 127058 members 
Entering Unmasked Estep 
Score: -25953814.000000 Penalty: 4000.213623
	Iteration 44Q: 3 clusters Score -2.595381e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94711 members 
Mstep: Class 2 contains 126827 members 
Entering Unmasked Estep 
Score: -25953930.000000 Penalty: 4000.213623
	Iteration 45Q: 3 clusters Score -2.595393e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94951 members 
Mstep: Class 2 contains 126587 members 
Entering Unmasked Estep 
Score: -25954120.000000 Penalty: 4000.213623
	Iteration 46Q: 3 clusters Score -2.595412e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95176 members 
Mstep: Class 2 contains 126362 members 
Entering Unmasked Estep 
Score: -25954302.000000 Penalty: 4000.213623
	Iteration 47Q: 3 clusters Score -2.59543e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95388 members 
Mstep: Class 2 contains 126150 members 
Entering Unmasked Estep 
Score: -25954480.000000 Penalty: 4000.213623
	Iteration 48Q: 3 clusters Score -2.595448e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95574 members 
Mstep: Class 2 contains 125964 members 
Entering Unmasked Estep 
Score: -25954582.000000 Penalty: 4000.213623
	Iteration 49Q: 3 clusters Score -2.595458e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95752 members 
Mstep: Class 2 contains 125786 members 
Entering Unmasked Estep 
Score: -25954656.000000 Penalty: 4000.213623
	Iteration 50Q: 3 clusters Score -2.595466e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95880 members 
Mstep: Class 2 contains 125658 members 
Entering Unmasked Estep 
Score: -25954780.000000 Penalty: 4000.213623
	Iteration 51Q: 3 clusters Score -2.595478e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95997 members 
Mstep: Class 2 contains 125541 members 
Entering Unmasked Estep 
Score: -25954952.000000 Penalty: 4000.213623
	Iteration 52Q: 3 clusters Score -2.595495e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96084 members 
Mstep: Class 2 contains 125454 members 
Entering Unmasked Estep 
Score: -25955064.000000 Penalty: 4000.213623
	Iteration 53Q: 3 clusters Score -2.595506e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96106 members 
Mstep: Class 2 contains 125432 members 
Entering Unmasked Estep 
Score: -25955114.000000 Penalty: 4000.213623
	Iteration 54Q: 3 clusters Score -2.595511e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96101 members 
Mstep: Class 2 contains 125437 members 
Entering Unmasked Estep 
Score: -25955160.000000 Penalty: 4000.213623
	Iteration 55Q: 3 clusters Score -2.595516e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96097 members 
Mstep: Class 2 contains 125441 members 
Entering Unmasked Estep 
Score: -25955180.000000 Penalty: 4000.213623
	Iteration 56Q: 3 clusters Score -2.595518e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96099 members 
Mstep: Class 2 contains 125439 members 
Entering Unmasked Estep 
Score: -25955186.000000 Penalty: 4000.213623
	Iteration 57Q: 3 clusters Score -2.595519e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96092 members 
Mstep: Class 2 contains 125446 members 
Entering Unmasked Estep 
Score: -25955172.000000 Penalty: 4000.213623
	Iteration 58Q: 3 clusters Score -2.595517e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96084 members 
Mstep: Class 2 contains 125454 members 
Entering Unmasked Estep 
Score: -25955190.000000 Penalty: 4000.213623
	Iteration 59Q: 3 clusters Score -2.595519e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96067 members 
Mstep: Class 2 contains 125471 members 
Entering Unmasked Estep 
Score: -25955200.000000 Penalty: 4000.213623
	Iteration 60F: 3 clusters Score -2.59552e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96042 members 
Mstep: Class 2 contains 125496 members 
Entering Unmasked Estep 
Score: -25955194.000000 Penalty: 4000.213623
	Iteration 61Q: 3 clusters Score -2.595519e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96019 members 
Mstep: Class 2 contains 125519 members 
Entering Unmasked Estep 
Score: -25955194.000000 Penalty: 4000.213623
	Iteration 62Q: 3 clusters Score -2.595519e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95996 members 
Mstep: Class 2 contains 125542 members 
Entering Unmasked Estep 
Score: -25955184.000000 Penalty: 4000.213623
	Iteration 63Q: 3 clusters Score -2.595518e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95971 members 
Mstep: Class 2 contains 125567 members 
Entering Unmasked Estep 
Score: -25955202.000000 Penalty: 4000.213623
	Iteration 64Q: 3 clusters Score -2.59552e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95940 members 
Mstep: Class 2 contains 125598 members 
Entering Unmasked Estep 
Score: -25955204.000000 Penalty: 4000.213623
	Iteration 65Q: 3 clusters Score -2.59552e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95906 members 
Mstep: Class 2 contains 125632 members 
Entering Unmasked Estep 
Score: -25955202.000000 Penalty: 4000.213623
	Iteration 66Q: 3 clusters Score -2.59552e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95882 members 
Mstep: Class 2 contains 125656 members 
Entering Unmasked Estep 
Score: -25955184.000000 Penalty: 4000.213623
	Iteration 67Q: 3 clusters Score -2.595518e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95846 members 
Mstep: Class 2 contains 125692 members 
Entering Unmasked Estep 
Score: -25955190.000000 Penalty: 4000.213623
	Iteration 68Q: 3 clusters Score -2.595519e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95819 members 
Mstep: Class 2 contains 125719 members 
Entering Unmasked Estep 
Score: -25955160.000000 Penalty: 4000.213623
	Iteration 69Q: 3 clusters Score -2.595516e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95801 members 
Mstep: Class 2 contains 125737 members 
Entering Unmasked Estep 
Score: -25955156.000000 Penalty: 4000.213623
	Iteration 70Q: 3 clusters Score -2.595516e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95797 members 
Mstep: Class 2 contains 125741 members 
Entering Unmasked Estep 
Score: -25955146.000000 Penalty: 4000.213623
	Iteration 71Q: 3 clusters Score -2.595515e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95787 members 
Mstep: Class 2 contains 125751 members 
Entering Unmasked Estep 
Score: -25955164.000000 Penalty: 4000.213623
	Iteration 72Q: 3 clusters Score -2.595516e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95783 members 
Mstep: Class 2 contains 125755 members 
Entering Unmasked Estep 
Score: -25955150.000000 Penalty: 4000.213623
	Iteration 73Q: 3 clusters Score -2.595515e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95774 members 
Mstep: Class 2 contains 125764 members 
Entering Unmasked Estep 
Score: -25955152.000000 Penalty: 4000.213623
	Iteration 74Q: 3 clusters Score -2.595515e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95764 members 
Mstep: Class 2 contains 125774 members 
Entering Unmasked Estep 
Score: -25955140.000000 Penalty: 4000.213623
	Iteration 75Q: 3 clusters Score -2.595514e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95752 members 
Mstep: Class 2 contains 125786 members 
Entering Unmasked Estep 
Score: -25955158.000000 Penalty: 4000.213623
	Iteration 76Q: 3 clusters Score -2.595516e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95743 members 
Mstep: Class 2 contains 125795 members 
Entering Unmasked Estep 
Score: -25955128.000000 Penalty: 4000.213623
	Iteration 77Q: 3 clusters Score -2.595513e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95736 members 
Mstep: Class 2 contains 125802 members 
Entering Unmasked Estep 
Score: -25955148.000000 Penalty: 4000.213623
	Iteration 78Q: 3 clusters Score -2.595515e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95732 members 
Mstep: Class 2 contains 125806 members 
Entering Unmasked Estep 
Score: -25955142.000000 Penalty: 4000.213623
	Iteration 79Q: 3 clusters Score -2.595514e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95731 members 
Mstep: Class 2 contains 125807 members 
Entering Unmasked Estep 
Score: -25955142.000000 Penalty: 4000.213623
	Iteration 80F: 3 clusters Score -2.595514e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95726 members 
Mstep: Class 2 contains 125812 members 
Entering Unmasked Estep 
Score: -25955136.000000 Penalty: 4000.213623
	Iteration 81Q: 3 clusters Score -2.595514e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95723 members 
Mstep: Class 2 contains 125815 members 
Entering Unmasked Estep 
Score: -25955128.000000 Penalty: 4000.213623
	Iteration 82Q: 3 clusters Score -2.595513e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95723 members 
Mstep: Class 2 contains 125815 members 
Entering Unmasked Estep 
Score: -25955128.000000 Penalty: 4000.213623
	Iteration 83F: 3 clusters Score -2.595513e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 156025 members 
Mstep: Class 2 contains 93346 members 
Mstep: Class 3 contains 2951 members 
Mstep: Class 4 contains 7047 members 
Mstep: Class 5 contains 159980 members 
Mstep: Class 6 contains 22710 members 
Mstep: Class 7 contains 597 members 
Mstep: Class 8 contains 95723 members 
Mstep: Class 9 contains 188491 members 
Mstep: Class 10 contains 218610 members 
Mstep: Class 11 contains 2887 members 
Mstep: Class 12 contains 5473 members 
Mstep: Class 13 contains 1392 members 
Mstep: Class 14 contains 2273 members 
Mstep: Class 15 contains 208816 members 
Mstep: Class 16 contains 127394 members 
Mstep: Class 17 contains 106241 members 
Mstep: Class 18 contains 40292 members 
Mstep: Class 19 contains 149193 members 
Mstep: Class 20 contains 1096 members 
Mstep: Class 21 contains 1542 members 
Mstep: Class 22 contains 4101 members 
Mstep: Class 23 contains 748 members 
Mstep: Class 24 contains 125815 members 
Entering Unmasked Estep 
Score: -194315488.000000 Penalty: 56002.085938
Splitting cluster 8 changes total score from -194264224.000000 to -194315488.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 9 (188491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188491 members 
Entering Unmasked Estep 
Score: -21640540.000000 Penalty: 1973.855957
	Iteration 0F: 2 clusters Score -2.164054e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94403 members 
Mstep: Class 2 contains 94088 members 
Entering Unmasked Estep 
Score: -21531358.000000 Penalty: 3947.711914
	Iteration 0F: 3 clusters Score -2.153136e+07 nChanged 91351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95598 members 
Mstep: Class 2 contains 92893 members 
Entering Unmasked Estep 
Score: -21586038.000000 Penalty: 3947.711914
	Iteration 1F: 3 clusters Score -2.158604e+07 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96052 members 
Mstep: Class 2 contains 92439 members 
Entering Unmasked Estep 
Score: -21587260.000000 Penalty: 3947.711914
	Iteration 2Q: 3 clusters Score -2.158726e+07 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96669 members 
Mstep: Class 2 contains 91822 members 
Entering Unmasked Estep 
Score: -21588840.000000 Penalty: 3947.711914
	Iteration 3Q: 3 clusters Score -2.158884e+07 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97689 members 
Mstep: Class 2 contains 90802 members 
Entering Unmasked Estep 
Score: -21590892.000000 Penalty: 3947.711914
	Iteration 4Q: 3 clusters Score -2.159089e+07 nChanged 7935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99310 members 
Mstep: Class 2 contains 89181 members 
Entering Unmasked Estep 
Score: -21593862.000000 Penalty: 3947.711914
	Iteration 5Q: 3 clusters Score -2.159386e+07 nChanged 9711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101269 members 
Mstep: Class 2 contains 87222 members 
Entering Unmasked Estep 
Score: -21599170.000000 Penalty: 3947.711914
	Iteration 6F: 3 clusters Score -2.159917e+07 nChanged 11663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103066 members 
Mstep: Class 2 contains 85425 members 
Entering Unmasked Estep 
Score: -21606678.000000 Penalty: 3947.711914
	Iteration 7F: 3 clusters Score -2.160668e+07 nChanged 13084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103758 members 
Mstep: Class 2 contains 84733 members 
Entering Unmasked Estep 
Score: -21616052.000000 Penalty: 3947.711914
	Iteration 8F: 3 clusters Score -2.161605e+07 nChanged 12209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102797 members 
Mstep: Class 2 contains 85694 members 
Entering Unmasked Estep 
Score: -21622542.000000 Penalty: 3947.711914
	Iteration 9F: 3 clusters Score -2.162254e+07 nChanged 7953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100916 members 
Mstep: Class 2 contains 87575 members 
Entering Unmasked Estep 
Score: -21624782.000000 Penalty: 3947.711914
	Iteration 10Q: 3 clusters Score -2.162478e+07 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98872 members 
Mstep: Class 2 contains 89619 members 
Entering Unmasked Estep 
Score: -21625274.000000 Penalty: 3947.711914
	Iteration 11Q: 3 clusters Score -2.162527e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97000 members 
Mstep: Class 2 contains 91491 members 
Entering Unmasked Estep 
Score: -21625690.000000 Penalty: 3947.711914
	Iteration 12Q: 3 clusters Score -2.162569e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95249 members 
Mstep: Class 2 contains 93242 members 
Entering Unmasked Estep 
Score: -21625900.000000 Penalty: 3947.711914
	Iteration 13Q: 3 clusters Score -2.16259e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93685 members 
Mstep: Class 2 contains 94806 members 
Entering Unmasked Estep 
Score: -21626144.000000 Penalty: 3947.711914
	Iteration 14Q: 3 clusters Score -2.162614e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92367 members 
Mstep: Class 2 contains 96124 members 
Entering Unmasked Estep 
Score: -21626482.000000 Penalty: 3947.711914
	Iteration 15Q: 3 clusters Score -2.162648e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91164 members 
Mstep: Class 2 contains 97327 members 
Entering Unmasked Estep 
Score: -21626780.000000 Penalty: 3947.711914
	Iteration 16Q: 3 clusters Score -2.162678e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89954 members 
Mstep: Class 2 contains 98537 members 
Entering Unmasked Estep 
Score: -21627006.000000 Penalty: 3947.711914
	Iteration 17Q: 3 clusters Score -2.162701e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88881 members 
Mstep: Class 2 contains 99610 members 
Entering Unmasked Estep 
Score: -21627176.000000 Penalty: 3947.711914
	Iteration 18Q: 3 clusters Score -2.162718e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87901 members 
Mstep: Class 2 contains 100590 members 
Entering Unmasked Estep 
Score: -21627476.000000 Penalty: 3947.711914
	Iteration 19Q: 3 clusters Score -2.162748e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86940 members 
Mstep: Class 2 contains 101551 members 
Entering Unmasked Estep 
Score: -21627738.000000 Penalty: 3947.711914
	Iteration 20F: 3 clusters Score -2.162774e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86057 members 
Mstep: Class 2 contains 102434 members 
Entering Unmasked Estep 
Score: -21627858.000000 Penalty: 3947.711914
	Iteration 21Q: 3 clusters Score -2.162786e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85274 members 
Mstep: Class 2 contains 103217 members 
Entering Unmasked Estep 
Score: -21628066.000000 Penalty: 3947.711914
	Iteration 22Q: 3 clusters Score -2.162807e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84558 members 
Mstep: Class 2 contains 103933 members 
Entering Unmasked Estep 
Score: -21628204.000000 Penalty: 3947.711914
	Iteration 23Q: 3 clusters Score -2.16282e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83959 members 
Mstep: Class 2 contains 104532 members 
Entering Unmasked Estep 
Score: -21628230.000000 Penalty: 3947.711914
	Iteration 24Q: 3 clusters Score -2.162823e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83481 members 
Mstep: Class 2 contains 105010 members 
Entering Unmasked Estep 
Score: -21628390.000000 Penalty: 3947.711914
	Iteration 25Q: 3 clusters Score -2.162839e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83123 members 
Mstep: Class 2 contains 105368 members 
Entering Unmasked Estep 
Score: -21628412.000000 Penalty: 3947.711914
	Iteration 26Q: 3 clusters Score -2.162841e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82853 members 
Mstep: Class 2 contains 105638 members 
Entering Unmasked Estep 
Score: -21628566.000000 Penalty: 3947.711914
	Iteration 27Q: 3 clusters Score -2.162857e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82626 members 
Mstep: Class 2 contains 105865 members 
Entering Unmasked Estep 
Score: -21628624.000000 Penalty: 3947.711914
	Iteration 28Q: 3 clusters Score -2.162862e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82493 members 
Mstep: Class 2 contains 105998 members 
Entering Unmasked Estep 
Score: -21628678.000000 Penalty: 3947.711914
	Iteration 29Q: 3 clusters Score -2.162868e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82460 members 
Mstep: Class 2 contains 106031 members 
Entering Unmasked Estep 
Score: -21628684.000000 Penalty: 3947.711914
	Iteration 30Q: 3 clusters Score -2.162868e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82509 members 
Mstep: Class 2 contains 105982 members 
Entering Unmasked Estep 
Score: -21628776.000000 Penalty: 3947.711914
	Iteration 31Q: 3 clusters Score -2.162878e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82600 members 
Mstep: Class 2 contains 105891 members 
Entering Unmasked Estep 
Score: -21628748.000000 Penalty: 3947.711914
	Iteration 32Q: 3 clusters Score -2.162875e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82702 members 
Mstep: Class 2 contains 105789 members 
Entering Unmasked Estep 
Score: -21628764.000000 Penalty: 3947.711914
	Iteration 33Q: 3 clusters Score -2.162876e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82822 members 
Mstep: Class 2 contains 105669 members 
Entering Unmasked Estep 
Score: -21628872.000000 Penalty: 3947.711914
	Iteration 34Q: 3 clusters Score -2.162887e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82988 members 
Mstep: Class 2 contains 105503 members 
Entering Unmasked Estep 
Score: -21628832.000000 Penalty: 3947.711914
	Iteration 35Q: 3 clusters Score -2.162883e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83123 members 
Mstep: Class 2 contains 105368 members 
Entering Unmasked Estep 
Score: -21628842.000000 Penalty: 3947.711914
	Iteration 36Q: 3 clusters Score -2.162884e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83297 members 
Mstep: Class 2 contains 105194 members 
Entering Unmasked Estep 
Score: -21628890.000000 Penalty: 3947.711914
	Iteration 37Q: 3 clusters Score -2.162889e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83499 members 
Mstep: Class 2 contains 104992 members 
Entering Unmasked Estep 
Score: -21628982.000000 Penalty: 3947.711914
	Iteration 38Q: 3 clusters Score -2.162898e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83641 members 
Mstep: Class 2 contains 104850 members 
Entering Unmasked Estep 
Score: -21628868.000000 Penalty: 3947.711914
	Iteration 39Q: 3 clusters Score -2.162887e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83802 members 
Mstep: Class 2 contains 104689 members 
Entering Unmasked Estep 
Score: -21628848.000000 Penalty: 3947.711914
	Iteration 40F: 3 clusters Score -2.162885e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83975 members 
Mstep: Class 2 contains 104516 members 
Entering Unmasked Estep 
Score: -21628860.000000 Penalty: 3947.711914
	Iteration 41Q: 3 clusters Score -2.162886e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84178 members 
Mstep: Class 2 contains 104313 members 
Entering Unmasked Estep 
Score: -21628906.000000 Penalty: 3947.711914
	Iteration 42Q: 3 clusters Score -2.162891e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84374 members 
Mstep: Class 2 contains 104117 members 
Entering Unmasked Estep 
Score: -21628890.000000 Penalty: 3947.711914
	Iteration 43Q: 3 clusters Score -2.162889e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84631 members 
Mstep: Class 2 contains 103860 members 
Entering Unmasked Estep 
Score: -21628818.000000 Penalty: 3947.711914
	Iteration 44Q: 3 clusters Score -2.162882e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84906 members 
Mstep: Class 2 contains 103585 members 
Entering Unmasked Estep 
Score: -21628894.000000 Penalty: 3947.711914
	Iteration 45Q: 3 clusters Score -2.162889e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85130 members 
Mstep: Class 2 contains 103361 members 
Entering Unmasked Estep 
Score: -21628902.000000 Penalty: 3947.711914
	Iteration 46Q: 3 clusters Score -2.16289e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85358 members 
Mstep: Class 2 contains 103133 members 
Entering Unmasked Estep 
Score: -21628922.000000 Penalty: 3947.711914
	Iteration 47Q: 3 clusters Score -2.162892e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85585 members 
Mstep: Class 2 contains 102906 members 
Entering Unmasked Estep 
Score: -21628924.000000 Penalty: 3947.711914
	Iteration 48Q: 3 clusters Score -2.162892e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85790 members 
Mstep: Class 2 contains 102701 members 
Entering Unmasked Estep 
Score: -21628860.000000 Penalty: 3947.711914
	Iteration 49Q: 3 clusters Score -2.162886e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86004 members 
Mstep: Class 2 contains 102487 members 
Entering Unmasked Estep 
Score: -21628900.000000 Penalty: 3947.711914
	Iteration 50Q: 3 clusters Score -2.16289e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86187 members 
Mstep: Class 2 contains 102304 members 
Entering Unmasked Estep 
Score: -21628926.000000 Penalty: 3947.711914
	Iteration 51Q: 3 clusters Score -2.162893e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86355 members 
Mstep: Class 2 contains 102136 members 
Entering Unmasked Estep 
Score: -21628914.000000 Penalty: 3947.711914
	Iteration 52Q: 3 clusters Score -2.162891e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86529 members 
Mstep: Class 2 contains 101962 members 
Entering Unmasked Estep 
Score: -21628874.000000 Penalty: 3947.711914
	Iteration 53Q: 3 clusters Score -2.162887e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86704 members 
Mstep: Class 2 contains 101787 members 
Entering Unmasked Estep 
Score: -21628882.000000 Penalty: 3947.711914
	Iteration 54Q: 3 clusters Score -2.162888e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86881 members 
Mstep: Class 2 contains 101610 members 
Entering Unmasked Estep 
Score: -21628842.000000 Penalty: 3947.711914
	Iteration 55Q: 3 clusters Score -2.162884e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87052 members 
Mstep: Class 2 contains 101439 members 
Entering Unmasked Estep 
Score: -21628778.000000 Penalty: 3947.711914
	Iteration 56Q: 3 clusters Score -2.162878e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87220 members 
Mstep: Class 2 contains 101271 members 
Entering Unmasked Estep 
Score: -21628728.000000 Penalty: 3947.711914
	Iteration 57Q: 3 clusters Score -2.162873e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87401 members 
Mstep: Class 2 contains 101090 members 
Entering Unmasked Estep 
Score: -21628718.000000 Penalty: 3947.711914
	Iteration 58Q: 3 clusters Score -2.162872e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87580 members 
Mstep: Class 2 contains 100911 members 
Entering Unmasked Estep 
Score: -21628708.000000 Penalty: 3947.711914
	Iteration 59Q: 3 clusters Score -2.162871e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87749 members 
Mstep: Class 2 contains 100742 members 
Entering Unmasked Estep 
Score: -21628710.000000 Penalty: 3947.711914
	Iteration 60F: 3 clusters Score -2.162871e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87930 members 
Mstep: Class 2 contains 100561 members 
Entering Unmasked Estep 
Score: -21628648.000000 Penalty: 3947.711914
	Iteration 61Q: 3 clusters Score -2.162865e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88072 members 
Mstep: Class 2 contains 100419 members 
Entering Unmasked Estep 
Score: -21628660.000000 Penalty: 3947.711914
	Iteration 62Q: 3 clusters Score -2.162866e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88210 members 
Mstep: Class 2 contains 100281 members 
Entering Unmasked Estep 
Score: -21628716.000000 Penalty: 3947.711914
	Iteration 63Q: 3 clusters Score -2.162872e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88354 members 
Mstep: Class 2 contains 100137 members 
Entering Unmasked Estep 
Score: -21628722.000000 Penalty: 3947.711914
	Iteration 64Q: 3 clusters Score -2.162872e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88466 members 
Mstep: Class 2 contains 100025 members 
Entering Unmasked Estep 
Score: -21628700.000000 Penalty: 3947.711914
	Iteration 65Q: 3 clusters Score -2.16287e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88545 members 
Mstep: Class 2 contains 99946 members 
Entering Unmasked Estep 
Score: -21628688.000000 Penalty: 3947.711914
	Iteration 66Q: 3 clusters Score -2.162869e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88619 members 
Mstep: Class 2 contains 99872 members 
Entering Unmasked Estep 
Score: -21628708.000000 Penalty: 3947.711914
	Iteration 67Q: 3 clusters Score -2.162871e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88686 members 
Mstep: Class 2 contains 99805 members 
Entering Unmasked Estep 
Score: -21628662.000000 Penalty: 3947.711914
	Iteration 68Q: 3 clusters Score -2.162866e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88727 members 
Mstep: Class 2 contains 99764 members 
Entering Unmasked Estep 
Score: -21628636.000000 Penalty: 3947.711914
	Iteration 69Q: 3 clusters Score -2.162864e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88758 members 
Mstep: Class 2 contains 99733 members 
Entering Unmasked Estep 
Score: -21628636.000000 Penalty: 3947.711914
	Iteration 70Q: 3 clusters Score -2.162864e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88771 members 
Mstep: Class 2 contains 99720 members 
Entering Unmasked Estep 
Score: -21628626.000000 Penalty: 3947.711914
	Iteration 71Q: 3 clusters Score -2.162863e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88771 members 
Mstep: Class 2 contains 99720 members 
Entering Unmasked Estep 
Score: -21628672.000000 Penalty: 3947.711914
	Iteration 72Q: 3 clusters Score -2.162867e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88763 members 
Mstep: Class 2 contains 99728 members 
Entering Unmasked Estep 
Score: -21628590.000000 Penalty: 3947.711914
	Iteration 73Q: 3 clusters Score -2.162859e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88734 members 
Mstep: Class 2 contains 99757 members 
Entering Unmasked Estep 
Score: -21628574.000000 Penalty: 3947.711914
	Iteration 74Q: 3 clusters Score -2.162857e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88735 members 
Mstep: Class 2 contains 99756 members 
Entering Unmasked Estep 
Score: -21628606.000000 Penalty: 3947.711914
	Iteration 75Q: 3 clusters Score -2.162861e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88749 members 
Mstep: Class 2 contains 99742 members 
Entering Unmasked Estep 
Score: -21628570.000000 Penalty: 3947.711914
	Iteration 76Q: 3 clusters Score -2.162857e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88761 members 
Mstep: Class 2 contains 99730 members 
Entering Unmasked Estep 
Score: -21628582.000000 Penalty: 3947.711914
	Iteration 77Q: 3 clusters Score -2.162858e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88769 members 
Mstep: Class 2 contains 99722 members 
Entering Unmasked Estep 
Score: -21628640.000000 Penalty: 3947.711914
	Iteration 78Q: 3 clusters Score -2.162864e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88788 members 
Mstep: Class 2 contains 99703 members 
Entering Unmasked Estep 
Score: -21628638.000000 Penalty: 3947.711914
	Iteration 79Q: 3 clusters Score -2.162864e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88813 members 
Mstep: Class 2 contains 99678 members 
Entering Unmasked Estep 
Score: -21628644.000000 Penalty: 3947.711914
	Iteration 80F: 3 clusters Score -2.162864e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88851 members 
Mstep: Class 2 contains 99640 members 
Entering Unmasked Estep 
Score: -21628634.000000 Penalty: 3947.711914
	Iteration 81Q: 3 clusters Score -2.162863e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88872 members 
Mstep: Class 2 contains 99619 members 
Entering Unmasked Estep 
Score: -21628632.000000 Penalty: 3947.711914
	Iteration 82Q: 3 clusters Score -2.162863e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88890 members 
Mstep: Class 2 contains 99601 members 
Entering Unmasked Estep 
Score: -21628612.000000 Penalty: 3947.711914
	Iteration 83Q: 3 clusters Score -2.162861e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88893 members 
Mstep: Class 2 contains 99598 members 
Entering Unmasked Estep 
Score: -21628598.000000 Penalty: 3947.711914
	Iteration 84Q: 3 clusters Score -2.16286e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88901 members 
Mstep: Class 2 contains 99590 members 
Entering Unmasked Estep 
Score: -21628582.000000 Penalty: 3947.711914
	Iteration 85Q: 3 clusters Score -2.162858e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88911 members 
Mstep: Class 2 contains 99580 members 
Entering Unmasked Estep 
Score: -21628556.000000 Penalty: 3947.711914
	Iteration 86Q: 3 clusters Score -2.162856e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88919 members 
Mstep: Class 2 contains 99572 members 
Entering Unmasked Estep 
Score: -21628562.000000 Penalty: 3947.711914
	Iteration 87Q: 3 clusters Score -2.162856e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88913 members 
Mstep: Class 2 contains 99578 members 
Entering Unmasked Estep 
Score: -21628562.000000 Penalty: 3947.711914
	Iteration 88Q: 3 clusters Score -2.162856e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88913 members 
Mstep: Class 2 contains 99578 members 
Entering Unmasked Estep 
Score: -21628544.000000 Penalty: 3947.711914
	Iteration 89Q: 3 clusters Score -2.162854e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88905 members 
Mstep: Class 2 contains 99586 members 
Entering Unmasked Estep 
Score: -21628574.000000 Penalty: 3947.711914
	Iteration 90Q: 3 clusters Score -2.162857e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88906 members 
Mstep: Class 2 contains 99585 members 
Entering Unmasked Estep 
Score: -21628552.000000 Penalty: 3947.711914
	Iteration 91Q: 3 clusters Score -2.162855e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88914 members 
Mstep: Class 2 contains 99577 members 
Entering Unmasked Estep 
Score: -21628570.000000 Penalty: 3947.711914
	Iteration 92Q: 3 clusters Score -2.162857e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88918 members 
Mstep: Class 2 contains 99573 members 
Entering Unmasked Estep 
Score: -21628556.000000 Penalty: 3947.711914
	Iteration 93Q: 3 clusters Score -2.162856e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88928 members 
Mstep: Class 2 contains 99563 members 
Entering Unmasked Estep 
Score: -21628570.000000 Penalty: 3947.711914
	Iteration 94Q: 3 clusters Score -2.162857e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88931 members 
Mstep: Class 2 contains 99560 members 
Entering Unmasked Estep 
Score: -21628562.000000 Penalty: 3947.711914
	Iteration 95Q: 3 clusters Score -2.162856e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88926 members 
Mstep: Class 2 contains 99565 members 
Entering Unmasked Estep 
Score: -21628554.000000 Penalty: 3947.711914
	Iteration 96Q: 3 clusters Score -2.162855e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88919 members 
Mstep: Class 2 contains 99572 members 
Entering Unmasked Estep 
Score: -21628566.000000 Penalty: 3947.711914
	Iteration 97Q: 3 clusters Score -2.162857e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88925 members 
Mstep: Class 2 contains 99566 members 
Entering Unmasked Estep 
Score: -21628586.000000 Penalty: 3947.711914
	Iteration 98Q: 3 clusters Score -2.162859e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88921 members 
Mstep: Class 2 contains 99570 members 
Entering Unmasked Estep 
Score: -21628586.000000 Penalty: 3947.711914
	Iteration 99Q: 3 clusters Score -2.162859e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88920 members 
Mstep: Class 2 contains 99571 members 
Entering Unmasked Estep 
Score: -21628584.000000 Penalty: 3947.711914
	Iteration 100F: 3 clusters Score -2.162858e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88917 members 
Mstep: Class 2 contains 99574 members 
Entering Unmasked Estep 
Score: -21628584.000000 Penalty: 3947.711914
	Iteration 101Q: 3 clusters Score -2.162858e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88922 members 
Mstep: Class 2 contains 99569 members 
Entering Unmasked Estep 
Score: -21628604.000000 Penalty: 3947.711914
	Iteration 102Q: 3 clusters Score -2.16286e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88932 members 
Mstep: Class 2 contains 99559 members 
Entering Unmasked Estep 
Score: -21628640.000000 Penalty: 3947.711914
	Iteration 103Q: 3 clusters Score -2.162864e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88937 members 
Mstep: Class 2 contains 99554 members 
Entering Unmasked Estep 
Score: -21628620.000000 Penalty: 3947.711914
	Iteration 104Q: 3 clusters Score -2.162862e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88937 members 
Mstep: Class 2 contains 99554 members 
Entering Unmasked Estep 
Score: -21628646.000000 Penalty: 3947.711914
	Iteration 105Q: 3 clusters Score -2.162865e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88937 members 
Mstep: Class 2 contains 99554 members 
Entering Unmasked Estep 
Score: -21628648.000000 Penalty: 3947.711914
	Iteration 106Q: 3 clusters Score -2.162865e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88930 members 
Mstep: Class 2 contains 99561 members 
Entering Unmasked Estep 
Score: -21628644.000000 Penalty: 3947.711914
	Iteration 107Q: 3 clusters Score -2.162864e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88921 members 
Mstep: Class 2 contains 99570 members 
Entering Unmasked Estep 
Score: -21628644.000000 Penalty: 3947.711914
	Iteration 108Q: 3 clusters Score -2.162864e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88921 members 
Mstep: Class 2 contains 99570 members 
Entering Unmasked Estep 
Score: -21628658.000000 Penalty: 3947.711914
	Iteration 109Q: 3 clusters Score -2.162866e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88908 members 
Mstep: Class 2 contains 99583 members 
Entering Unmasked Estep 
Score: -21628670.000000 Penalty: 3947.711914
	Iteration 110Q: 3 clusters Score -2.162867e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88913 members 
Mstep: Class 2 contains 99578 members 
Entering Unmasked Estep 
Score: -21628668.000000 Penalty: 3947.711914
	Iteration 111Q: 3 clusters Score -2.162867e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88917 members 
Mstep: Class 2 contains 99574 members 
Entering Unmasked Estep 
Score: -21628682.000000 Penalty: 3947.711914
	Iteration 112Q: 3 clusters Score -2.162868e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88916 members 
Mstep: Class 2 contains 99575 members 
Entering Unmasked Estep 
Score: -21628656.000000 Penalty: 3947.711914
	Iteration 113Q: 3 clusters Score -2.162866e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88917 members 
Mstep: Class 2 contains 99574 members 
Entering Unmasked Estep 
Score: -21628684.000000 Penalty: 3947.711914
	Iteration 114Q: 3 clusters Score -2.162868e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88922 members 
Mstep: Class 2 contains 99569 members 
Entering Unmasked Estep 
Score: -21628670.000000 Penalty: 3947.711914
	Iteration 115Q: 3 clusters Score -2.162867e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88930 members 
Mstep: Class 2 contains 99561 members 
Entering Unmasked Estep 
Score: -21628664.000000 Penalty: 3947.711914
	Iteration 116Q: 3 clusters Score -2.162866e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88930 members 
Mstep: Class 2 contains 99561 members 
Entering Unmasked Estep 
Score: -21628672.000000 Penalty: 3947.711914
	Iteration 117Q: 3 clusters Score -2.162867e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88934 members 
Mstep: Class 2 contains 99557 members 
Entering Unmasked Estep 
Score: -21628706.000000 Penalty: 3947.711914
	Iteration 118Q: 3 clusters Score -2.162871e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88955 members 
Mstep: Class 2 contains 99536 members 
Entering Unmasked Estep 
Score: -21628680.000000 Penalty: 3947.711914
	Iteration 119Q: 3 clusters Score -2.162868e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88977 members 
Mstep: Class 2 contains 99514 members 
Entering Unmasked Estep 
Score: -21628690.000000 Penalty: 3947.711914
	Iteration 120F: 3 clusters Score -2.162869e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88997 members 
Mstep: Class 2 contains 99494 members 
Entering Unmasked Estep 
Score: -21628686.000000 Penalty: 3947.711914
	Iteration 121Q: 3 clusters Score -2.162869e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89020 members 
Mstep: Class 2 contains 99471 members 
Entering Unmasked Estep 
Score: -21628678.000000 Penalty: 3947.711914
	Iteration 122Q: 3 clusters Score -2.162868e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89044 members 
Mstep: Class 2 contains 99447 members 
Entering Unmasked Estep 
Score: -21628688.000000 Penalty: 3947.711914
	Iteration 123Q: 3 clusters Score -2.162869e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89068 members 
Mstep: Class 2 contains 99423 members 
Entering Unmasked Estep 
Score: -21628680.000000 Penalty: 3947.711914
	Iteration 124Q: 3 clusters Score -2.162868e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89084 members 
Mstep: Class 2 contains 99407 members 
Entering Unmasked Estep 
Score: -21628684.000000 Penalty: 3947.711914
	Iteration 125Q: 3 clusters Score -2.162868e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89106 members 
Mstep: Class 2 contains 99385 members 
Entering Unmasked Estep 
Score: -21628658.000000 Penalty: 3947.711914
	Iteration 126Q: 3 clusters Score -2.162866e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89108 members 
Mstep: Class 2 contains 99383 members 
Entering Unmasked Estep 
Score: -21628666.000000 Penalty: 3947.711914
	Iteration 127Q: 3 clusters Score -2.162867e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89111 members 
Mstep: Class 2 contains 99380 members 
Entering Unmasked Estep 
Score: -21628658.000000 Penalty: 3947.711914
	Iteration 128Q: 3 clusters Score -2.162866e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89117 members 
Mstep: Class 2 contains 99374 members 
Entering Unmasked Estep 
Score: -21628638.000000 Penalty: 3947.711914
	Iteration 129Q: 3 clusters Score -2.162864e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89118 members 
Mstep: Class 2 contains 99373 members 
Entering Unmasked Estep 
Score: -21628622.000000 Penalty: 3947.711914
	Iteration 130Q: 3 clusters Score -2.162862e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89120 members 
Mstep: Class 2 contains 99371 members 
Entering Unmasked Estep 
Score: -21628620.000000 Penalty: 3947.711914
	Iteration 131Q: 3 clusters Score -2.162862e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89113 members 
Mstep: Class 2 contains 99378 members 
Entering Unmasked Estep 
Score: -21628608.000000 Penalty: 3947.711914
	Iteration 132Q: 3 clusters Score -2.162861e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89112 members 
Mstep: Class 2 contains 99379 members 
Entering Unmasked Estep 
Score: -21628586.000000 Penalty: 3947.711914
	Iteration 133Q: 3 clusters Score -2.162859e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89121 members 
Mstep: Class 2 contains 99370 members 
Entering Unmasked Estep 
Score: -21628572.000000 Penalty: 3947.711914
	Iteration 134Q: 3 clusters Score -2.162857e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89143 members 
Mstep: Class 2 contains 99348 members 
Entering Unmasked Estep 
Score: -21628596.000000 Penalty: 3947.711914
	Iteration 135Q: 3 clusters Score -2.16286e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89158 members 
Mstep: Class 2 contains 99333 members 
Entering Unmasked Estep 
Score: -21628594.000000 Penalty: 3947.711914
	Iteration 136Q: 3 clusters Score -2.162859e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89168 members 
Mstep: Class 2 contains 99323 members 
Entering Unmasked Estep 
Score: -21628622.000000 Penalty: 3947.711914
	Iteration 137Q: 3 clusters Score -2.162862e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89173 members 
Mstep: Class 2 contains 99318 members 
Entering Unmasked Estep 
Score: -21628628.000000 Penalty: 3947.711914
	Iteration 138Q: 3 clusters Score -2.162863e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89183 members 
Mstep: Class 2 contains 99308 members 
Entering Unmasked Estep 
Score: -21628634.000000 Penalty: 3947.711914
	Iteration 139Q: 3 clusters Score -2.162863e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89202 members 
Mstep: Class 2 contains 99289 members 
Entering Unmasked Estep 
Score: -21628642.000000 Penalty: 3947.711914
	Iteration 140F: 3 clusters Score -2.162864e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89221 members 
Mstep: Class 2 contains 99270 members 
Entering Unmasked Estep 
Score: -21628634.000000 Penalty: 3947.711914
	Iteration 141Q: 3 clusters Score -2.162863e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89244 members 
Mstep: Class 2 contains 99247 members 
Entering Unmasked Estep 
Score: -21628656.000000 Penalty: 3947.711914
	Iteration 142Q: 3 clusters Score -2.162866e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89256 members 
Mstep: Class 2 contains 99235 members 
Entering Unmasked Estep 
Score: -21628666.000000 Penalty: 3947.711914
	Iteration 143Q: 3 clusters Score -2.162867e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89269 members 
Mstep: Class 2 contains 99222 members 
Entering Unmasked Estep 
Score: -21628614.000000 Penalty: 3947.711914
	Iteration 144Q: 3 clusters Score -2.162861e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89276 members 
Mstep: Class 2 contains 99215 members 
Entering Unmasked Estep 
Score: -21628628.000000 Penalty: 3947.711914
	Iteration 145Q: 3 clusters Score -2.162863e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89288 members 
Mstep: Class 2 contains 99203 members 
Entering Unmasked Estep 
Score: -21628626.000000 Penalty: 3947.711914
	Iteration 146Q: 3 clusters Score -2.162863e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89300 members 
Mstep: Class 2 contains 99191 members 
Entering Unmasked Estep 
Score: -21628652.000000 Penalty: 3947.711914
	Iteration 147Q: 3 clusters Score -2.162865e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89316 members 
Mstep: Class 2 contains 99175 members 
Entering Unmasked Estep 
Score: -21628636.000000 Penalty: 3947.711914
	Iteration 148Q: 3 clusters Score -2.162864e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89316 members 
Mstep: Class 2 contains 99175 members 
Entering Unmasked Estep 
Score: -21628626.000000 Penalty: 3947.711914
	Iteration 149Q: 3 clusters Score -2.162863e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89319 members 
Mstep: Class 2 contains 99172 members 
Entering Unmasked Estep 
Score: -21628638.000000 Penalty: 3947.711914
	Iteration 150Q: 3 clusters Score -2.162864e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89326 members 
Mstep: Class 2 contains 99165 members 
Entering Unmasked Estep 
Score: -21628622.000000 Penalty: 3947.711914
	Iteration 151Q: 3 clusters Score -2.162862e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89327 members 
Mstep: Class 2 contains 99164 members 
Entering Unmasked Estep 
Score: -21628612.000000 Penalty: 3947.711914
	Iteration 152Q: 3 clusters Score -2.162861e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89344 members 
Mstep: Class 2 contains 99147 members 
Entering Unmasked Estep 
Score: -21628656.000000 Penalty: 3947.711914
	Iteration 153Q: 3 clusters Score -2.162866e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89372 members 
Mstep: Class 2 contains 99119 members 
Entering Unmasked Estep 
Score: -21628642.000000 Penalty: 3947.711914
	Iteration 154Q: 3 clusters Score -2.162864e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89384 members 
Mstep: Class 2 contains 99107 members 
Entering Unmasked Estep 
Score: -21628614.000000 Penalty: 3947.711914
	Iteration 155Q: 3 clusters Score -2.162861e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89397 members 
Mstep: Class 2 contains 99094 members 
Entering Unmasked Estep 
Score: -21628630.000000 Penalty: 3947.711914
	Iteration 156Q: 3 clusters Score -2.162863e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89430 members 
Mstep: Class 2 contains 99061 members 
Entering Unmasked Estep 
Score: -21628624.000000 Penalty: 3947.711914
	Iteration 157Q: 3 clusters Score -2.162862e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89448 members 
Mstep: Class 2 contains 99043 members 
Entering Unmasked Estep 
Score: -21628616.000000 Penalty: 3947.711914
	Iteration 158Q: 3 clusters Score -2.162862e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89455 members 
Mstep: Class 2 contains 99036 members 
Entering Unmasked Estep 
Score: -21628634.000000 Penalty: 3947.711914
	Iteration 159Q: 3 clusters Score -2.162863e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89462 members 
Mstep: Class 2 contains 99029 members 
Entering Unmasked Estep 
Score: -21628632.000000 Penalty: 3947.711914
	Iteration 160F: 3 clusters Score -2.162863e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89473 members 
Mstep: Class 2 contains 99018 members 
Entering Unmasked Estep 
Score: -21628648.000000 Penalty: 3947.711914
	Iteration 161Q: 3 clusters Score -2.162865e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89473 members 
Mstep: Class 2 contains 99018 members 
Entering Unmasked Estep 
Score: -21628630.000000 Penalty: 3947.711914
	Iteration 162Q: 3 clusters Score -2.162863e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89478 members 
Mstep: Class 2 contains 99013 members 
Entering Unmasked Estep 
Score: -21628632.000000 Penalty: 3947.711914
	Iteration 163Q: 3 clusters Score -2.162863e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89484 members 
Mstep: Class 2 contains 99007 members 
Entering Unmasked Estep 
Score: -21628626.000000 Penalty: 3947.711914
	Iteration 164Q: 3 clusters Score -2.162863e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89490 members 
Mstep: Class 2 contains 99001 members 
Entering Unmasked Estep 
Score: -21628614.000000 Penalty: 3947.711914
	Iteration 165Q: 3 clusters Score -2.162861e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89490 members 
Mstep: Class 2 contains 99001 members 
Entering Unmasked Estep 
Score: -21628598.000000 Penalty: 3947.711914
	Iteration 166Q: 3 clusters Score -2.16286e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89497 members 
Mstep: Class 2 contains 98994 members 
Entering Unmasked Estep 
Score: -21628598.000000 Penalty: 3947.711914
	Iteration 167Q: 3 clusters Score -2.16286e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89502 members 
Mstep: Class 2 contains 98989 members 
Entering Unmasked Estep 
Score: -21628602.000000 Penalty: 3947.711914
	Iteration 168Q: 3 clusters Score -2.16286e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89504 members 
Mstep: Class 2 contains 98987 members 
Entering Unmasked Estep 
Score: -21628602.000000 Penalty: 3947.711914
	Iteration 169Q: 3 clusters Score -2.16286e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89503 members 
Mstep: Class 2 contains 98988 members 
Entering Unmasked Estep 
Score: -21628616.000000 Penalty: 3947.711914
	Iteration 170Q: 3 clusters Score -2.162862e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89500 members 
Mstep: Class 2 contains 98991 members 
Entering Unmasked Estep 
Score: -21628632.000000 Penalty: 3947.711914
	Iteration 171Q: 3 clusters Score -2.162863e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89497 members 
Mstep: Class 2 contains 98994 members 
Entering Unmasked Estep 
Score: -21628618.000000 Penalty: 3947.711914
	Iteration 172Q: 3 clusters Score -2.162862e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89494 members 
Mstep: Class 2 contains 98997 members 
Entering Unmasked Estep 
Score: -21628614.000000 Penalty: 3947.711914
	Iteration 173Q: 3 clusters Score -2.162861e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89492 members 
Mstep: Class 2 contains 98999 members 
Entering Unmasked Estep 
Score: -21628620.000000 Penalty: 3947.711914
	Iteration 174Q: 3 clusters Score -2.162862e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89496 members 
Mstep: Class 2 contains 98995 members 
Entering Unmasked Estep 
Score: -21628608.000000 Penalty: 3947.711914
	Iteration 175Q: 3 clusters Score -2.162861e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89494 members 
Mstep: Class 2 contains 98997 members 
Entering Unmasked Estep 
Score: -21628612.000000 Penalty: 3947.711914
	Iteration 176Q: 3 clusters Score -2.162861e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89487 members 
Mstep: Class 2 contains 99004 members 
Entering Unmasked Estep 
Score: -21628614.000000 Penalty: 3947.711914
	Iteration 177Q: 3 clusters Score -2.162861e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89486 members 
Mstep: Class 2 contains 99005 members 
Entering Unmasked Estep 
Score: -21628602.000000 Penalty: 3947.711914
	Iteration 178Q: 3 clusters Score -2.16286e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89479 members 
Mstep: Class 2 contains 99012 members 
Entering Unmasked Estep 
Score: -21628580.000000 Penalty: 3947.711914
	Iteration 179Q: 3 clusters Score -2.162858e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89472 members 
Mstep: Class 2 contains 99019 members 
Entering Unmasked Estep 
Score: -21628594.000000 Penalty: 3947.711914
	Iteration 180F: 3 clusters Score -2.162859e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89470 members 
Mstep: Class 2 contains 99021 members 
Entering Unmasked Estep 
Score: -21628580.000000 Penalty: 3947.711914
	Iteration 181Q: 3 clusters Score -2.162858e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89465 members 
Mstep: Class 2 contains 99026 members 
Entering Unmasked Estep 
Score: -21628596.000000 Penalty: 3947.711914
	Iteration 182Q: 3 clusters Score -2.16286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89463 members 
Mstep: Class 2 contains 99028 members 
Entering Unmasked Estep 
Score: -21628596.000000 Penalty: 3947.711914
	Iteration 183Q: 3 clusters Score -2.16286e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89464 members 
Mstep: Class 2 contains 99027 members 
Entering Unmasked Estep 
Score: -21628588.000000 Penalty: 3947.711914
	Iteration 184Q: 3 clusters Score -2.162859e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89462 members 
Mstep: Class 2 contains 99029 members 
Entering Unmasked Estep 
Score: -21628586.000000 Penalty: 3947.711914
	Iteration 185Q: 3 clusters Score -2.162859e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89461 members 
Mstep: Class 2 contains 99030 members 
Entering Unmasked Estep 
Score: -21628594.000000 Penalty: 3947.711914
	Iteration 186Q: 3 clusters Score -2.162859e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89463 members 
Mstep: Class 2 contains 99028 members 
Entering Unmasked Estep 
Score: -21628592.000000 Penalty: 3947.711914
	Iteration 187Q: 3 clusters Score -2.162859e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89461 members 
Mstep: Class 2 contains 99030 members 
Entering Unmasked Estep 
Score: -21628582.000000 Penalty: 3947.711914
	Iteration 188Q: 3 clusters Score -2.162858e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89461 members 
Mstep: Class 2 contains 99030 members 
Entering Unmasked Estep 
Score: -21628582.000000 Penalty: 3947.711914
	Iteration 189Q: 3 clusters Score -2.162858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89460 members 
Mstep: Class 2 contains 99031 members 
Entering Unmasked Estep 
Score: -21628590.000000 Penalty: 3947.711914
	Iteration 190Q: 3 clusters Score -2.162859e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89457 members 
Mstep: Class 2 contains 99034 members 
Entering Unmasked Estep 
Score: -21628592.000000 Penalty: 3947.711914
	Iteration 191Q: 3 clusters Score -2.162859e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89455 members 
Mstep: Class 2 contains 99036 members 
Entering Unmasked Estep 
Score: -21628590.000000 Penalty: 3947.711914
	Iteration 192Q: 3 clusters Score -2.162859e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89454 members 
Mstep: Class 2 contains 99037 members 
Entering Unmasked Estep 
Score: -21628588.000000 Penalty: 3947.711914
	Iteration 193Q: 3 clusters Score -2.162859e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89452 members 
Mstep: Class 2 contains 99039 members 
Entering Unmasked Estep 
Score: -21628596.000000 Penalty: 3947.711914
	Iteration 194Q: 3 clusters Score -2.16286e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89445 members 
Mstep: Class 2 contains 99046 members 
Entering Unmasked Estep 
Score: -21628608.000000 Penalty: 3947.711914
	Iteration 195Q: 3 clusters Score -2.162861e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89440 members 
Mstep: Class 2 contains 99051 members 
Entering Unmasked Estep 
Score: -21628618.000000 Penalty: 3947.711914
	Iteration 196Q: 3 clusters Score -2.162862e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89436 members 
Mstep: Class 2 contains 99055 members 
Entering Unmasked Estep 
Score: -21628604.000000 Penalty: 3947.711914
	Iteration 197Q: 3 clusters Score -2.16286e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89434 members 
Mstep: Class 2 contains 99057 members 
Entering Unmasked Estep 
Score: -21628606.000000 Penalty: 3947.711914
	Iteration 198Q: 3 clusters Score -2.162861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89432 members 
Mstep: Class 2 contains 99059 members 
Entering Unmasked Estep 
Score: -21628612.000000 Penalty: 3947.711914
	Iteration 199Q: 3 clusters Score -2.162861e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89430 members 
Mstep: Class 2 contains 99061 members 
Entering Unmasked Estep 
Score: -21628598.000000 Penalty: 3947.711914
	Iteration 200F: 3 clusters Score -2.16286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89429 members 
Mstep: Class 2 contains 99062 members 
Entering Unmasked Estep 
Score: -21628606.000000 Penalty: 3947.711914
	Iteration 201Q: 3 clusters Score -2.162861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89429 members 
Mstep: Class 2 contains 99062 members 
Entering Unmasked Estep 
Score: -21628596.000000 Penalty: 3947.711914
	Iteration 202Q: 3 clusters Score -2.16286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89430 members 
Mstep: Class 2 contains 99061 members 
Entering Unmasked Estep 
Score: -21628612.000000 Penalty: 3947.711914
	Iteration 203Q: 3 clusters Score -2.162861e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89430 members 
Mstep: Class 2 contains 99061 members 
Entering Unmasked Estep 
Score: -21628606.000000 Penalty: 3947.711914
	Iteration 204Q: 3 clusters Score -2.162861e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89429 members 
Mstep: Class 2 contains 99062 members 
Entering Unmasked Estep 
Score: -21628600.000000 Penalty: 3947.711914
	Iteration 205Q: 3 clusters Score -2.16286e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89432 members 
Mstep: Class 2 contains 99059 members 
Entering Unmasked Estep 
Score: -21628604.000000 Penalty: 3947.711914
	Iteration 206Q: 3 clusters Score -2.16286e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89433 members 
Mstep: Class 2 contains 99058 members 
Entering Unmasked Estep 
Score: -21628608.000000 Penalty: 3947.711914
	Iteration 207Q: 3 clusters Score -2.162861e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89431 members 
Mstep: Class 2 contains 99060 members 
Entering Unmasked Estep 
Score: -21628614.000000 Penalty: 3947.711914
	Iteration 208Q: 3 clusters Score -2.162861e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89429 members 
Mstep: Class 2 contains 99062 members 
Entering Unmasked Estep 
Score: -21628618.000000 Penalty: 3947.711914
	Iteration 209Q: 3 clusters Score -2.162862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89429 members 
Mstep: Class 2 contains 99062 members 
Entering Unmasked Estep 
Score: -21628626.000000 Penalty: 3947.711914
	Iteration 210Q: 3 clusters Score -2.162863e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89428 members 
Mstep: Class 2 contains 99063 members 
Entering Unmasked Estep 
Score: -21628618.000000 Penalty: 3947.711914
	Iteration 211Q: 3 clusters Score -2.162862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89425 members 
Mstep: Class 2 contains 99066 members 
Entering Unmasked Estep 
Score: -21628608.000000 Penalty: 3947.711914
	Iteration 212Q: 3 clusters Score -2.162861e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89426 members 
Mstep: Class 2 contains 99065 members 
Entering Unmasked Estep 
Score: -21628604.000000 Penalty: 3947.711914
	Iteration 213Q: 3 clusters Score -2.16286e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89426 members 
Mstep: Class 2 contains 99065 members 
Entering Unmasked Estep 
Score: -21628604.000000 Penalty: 3947.711914
	Iteration 214F: 3 clusters Score -2.16286e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (218610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218610 members 
Entering Unmasked Estep 
Score: -25857652.000000 Penalty: 1997.944824
	Iteration 0F: 2 clusters Score -2.585765e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109254 members 
Mstep: Class 2 contains 109356 members 
Entering Unmasked Estep 
Score: -25768102.000000 Penalty: 3995.889648
	Iteration 0F: 3 clusters Score -2.57681e+07 nChanged 106160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114914 members 
Mstep: Class 2 contains 103696 members 
Entering Unmasked Estep 
Score: -25831842.000000 Penalty: 3995.889648
	Iteration 1F: 3 clusters Score -2.583184e+07 nChanged 10675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116683 members 
Mstep: Class 2 contains 101927 members 
Entering Unmasked Estep 
Score: -25833412.000000 Penalty: 3995.889648
	Iteration 2Q: 3 clusters Score -2.583341e+07 nChanged 9855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115542 members 
Mstep: Class 2 contains 103068 members 
Entering Unmasked Estep 
Score: -25835236.000000 Penalty: 3995.889648
	Iteration 3Q: 3 clusters Score -2.583524e+07 nChanged 9644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112320 members 
Mstep: Class 2 contains 106290 members 
Entering Unmasked Estep 
Score: -25838182.000000 Penalty: 3995.889648
	Iteration 4Q: 3 clusters Score -2.583818e+07 nChanged 10753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108261 members 
Mstep: Class 2 contains 110349 members 
Entering Unmasked Estep 
Score: -25842910.000000 Penalty: 3995.889648
	Iteration 5Q: 3 clusters Score -2.584291e+07 nChanged 12483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104392 members 
Mstep: Class 2 contains 114218 members 
Entering Unmasked Estep 
Score: -25849942.000000 Penalty: 3995.889648
	Iteration 6F: 3 clusters Score -2.584994e+07 nChanged 13986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101924 members 
Mstep: Class 2 contains 116686 members 
Entering Unmasked Estep 
Score: -25859902.000000 Penalty: 3995.889648
	Iteration 7F: 3 clusters Score -2.58599e+07 nChanged 13897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101631 members 
Mstep: Class 2 contains 116979 members 
Entering Unmasked Estep 
Score: -25869082.000000 Penalty: 3995.889648
	Iteration 8F: 3 clusters Score -2.586908e+07 nChanged 10329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103048 members 
Mstep: Class 2 contains 115562 members 
Entering Unmasked Estep 
Score: -25872572.000000 Penalty: 3995.889648
	Iteration 9Q: 3 clusters Score -2.587257e+07 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105310 members 
Mstep: Class 2 contains 113300 members 
Entering Unmasked Estep 
Score: -25873870.000000 Penalty: 3995.889648
	Iteration 10Q: 3 clusters Score -2.587387e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107765 members 
Mstep: Class 2 contains 110845 members 
Entering Unmasked Estep 
Score: -25875076.000000 Penalty: 3995.889648
	Iteration 11Q: 3 clusters Score -2.587508e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109865 members 
Mstep: Class 2 contains 108745 members 
Entering Unmasked Estep 
Score: -25875982.000000 Penalty: 3995.889648
	Iteration 12Q: 3 clusters Score -2.587598e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111467 members 
Mstep: Class 2 contains 107143 members 
Entering Unmasked Estep 
Score: -25875780.000000 Penalty: 3995.889648
	Iteration 13Q: 3 clusters Score -2.587578e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112515 members 
Mstep: Class 2 contains 106095 members 
Entering Unmasked Estep 
Score: -25875760.000000 Penalty: 3995.889648
	Iteration 14Q: 3 clusters Score -2.587576e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113041 members 
Mstep: Class 2 contains 105569 members 
Entering Unmasked Estep 
Score: -25875822.000000 Penalty: 3995.889648
	Iteration 15Q: 3 clusters Score -2.587582e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113143 members 
Mstep: Class 2 contains 105467 members 
Entering Unmasked Estep 
Score: -25875952.000000 Penalty: 3995.889648
	Iteration 16Q: 3 clusters Score -2.587595e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112906 members 
Mstep: Class 2 contains 105704 members 
Entering Unmasked Estep 
Score: -25876266.000000 Penalty: 3995.889648
	Iteration 17Q: 3 clusters Score -2.587627e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112458 members 
Mstep: Class 2 contains 106152 members 
Entering Unmasked Estep 
Score: -25876402.000000 Penalty: 3995.889648
	Iteration 18Q: 3 clusters Score -2.58764e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111872 members 
Mstep: Class 2 contains 106738 members 
Entering Unmasked Estep 
Score: -25876506.000000 Penalty: 3995.889648
	Iteration 19Q: 3 clusters Score -2.587651e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111317 members 
Mstep: Class 2 contains 107293 members 
Entering Unmasked Estep 
Score: -25876772.000000 Penalty: 3995.889648
	Iteration 20F: 3 clusters Score -2.587677e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110811 members 
Mstep: Class 2 contains 107799 members 
Entering Unmasked Estep 
Score: -25876858.000000 Penalty: 3995.889648
	Iteration 21Q: 3 clusters Score -2.587686e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110539 members 
Mstep: Class 2 contains 108071 members 
Entering Unmasked Estep 
Score: -25877042.000000 Penalty: 3995.889648
	Iteration 22Q: 3 clusters Score -2.587704e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110351 members 
Mstep: Class 2 contains 108259 members 
Entering Unmasked Estep 
Score: -25877274.000000 Penalty: 3995.889648
	Iteration 23Q: 3 clusters Score -2.587727e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110224 members 
Mstep: Class 2 contains 108386 members 
Entering Unmasked Estep 
Score: -25877428.000000 Penalty: 3995.889648
	Iteration 24Q: 3 clusters Score -2.587743e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110139 members 
Mstep: Class 2 contains 108471 members 
Entering Unmasked Estep 
Score: -25877658.000000 Penalty: 3995.889648
	Iteration 25Q: 3 clusters Score -2.587766e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110066 members 
Mstep: Class 2 contains 108544 members 
Entering Unmasked Estep 
Score: -25877822.000000 Penalty: 3995.889648
	Iteration 26Q: 3 clusters Score -2.587782e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110056 members 
Mstep: Class 2 contains 108554 members 
Entering Unmasked Estep 
Score: -25878052.000000 Penalty: 3995.889648
	Iteration 27Q: 3 clusters Score -2.587805e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109940 members 
Mstep: Class 2 contains 108670 members 
Entering Unmasked Estep 
Score: -25878008.000000 Penalty: 3995.889648
	Iteration 28Q: 3 clusters Score -2.587801e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109683 members 
Mstep: Class 2 contains 108927 members 
Entering Unmasked Estep 
Score: -25878032.000000 Penalty: 3995.889648
	Iteration 29Q: 3 clusters Score -2.587803e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109531 members 
Mstep: Class 2 contains 109079 members 
Entering Unmasked Estep 
Score: -25878072.000000 Penalty: 3995.889648
	Iteration 30Q: 3 clusters Score -2.587807e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109351 members 
Mstep: Class 2 contains 109259 members 
Entering Unmasked Estep 
Score: -25878172.000000 Penalty: 3995.889648
	Iteration 31Q: 3 clusters Score -2.587817e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109236 members 
Mstep: Class 2 contains 109374 members 
Entering Unmasked Estep 
Score: -25878130.000000 Penalty: 3995.889648
	Iteration 32Q: 3 clusters Score -2.587813e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109065 members 
Mstep: Class 2 contains 109545 members 
Entering Unmasked Estep 
Score: -25878104.000000 Penalty: 3995.889648
	Iteration 33Q: 3 clusters Score -2.58781e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108822 members 
Mstep: Class 2 contains 109788 members 
Entering Unmasked Estep 
Score: -25878044.000000 Penalty: 3995.889648
	Iteration 34Q: 3 clusters Score -2.587804e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108643 members 
Mstep: Class 2 contains 109967 members 
Entering Unmasked Estep 
Score: -25878190.000000 Penalty: 3995.889648
	Iteration 35Q: 3 clusters Score -2.587819e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108433 members 
Mstep: Class 2 contains 110177 members 
Entering Unmasked Estep 
Score: -25878162.000000 Penalty: 3995.889648
	Iteration 36Q: 3 clusters Score -2.587816e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108195 members 
Mstep: Class 2 contains 110415 members 
Entering Unmasked Estep 
Score: -25878180.000000 Penalty: 3995.889648
	Iteration 37Q: 3 clusters Score -2.587818e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107969 members 
Mstep: Class 2 contains 110641 members 
Entering Unmasked Estep 
Score: -25878258.000000 Penalty: 3995.889648
	Iteration 38Q: 3 clusters Score -2.587826e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107705 members 
Mstep: Class 2 contains 110905 members 
Entering Unmasked Estep 
Score: -25878192.000000 Penalty: 3995.889648
	Iteration 39Q: 3 clusters Score -2.587819e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107480 members 
Mstep: Class 2 contains 111130 members 
Entering Unmasked Estep 
Score: -25878394.000000 Penalty: 3995.889648
	Iteration 40F: 3 clusters Score -2.587839e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107131 members 
Mstep: Class 2 contains 111479 members 
Entering Unmasked Estep 
Score: -25878280.000000 Penalty: 3995.889648
	Iteration 41Q: 3 clusters Score -2.587828e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106801 members 
Mstep: Class 2 contains 111809 members 
Entering Unmasked Estep 
Score: -25878636.000000 Penalty: 3995.889648
	Iteration 42Q: 3 clusters Score -2.587864e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106402 members 
Mstep: Class 2 contains 112208 members 
Entering Unmasked Estep 
Score: -25878964.000000 Penalty: 3995.889648
	Iteration 43Q: 3 clusters Score -2.587896e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105983 members 
Mstep: Class 2 contains 112627 members 
Entering Unmasked Estep 
Score: -25879340.000000 Penalty: 3995.889648
	Iteration 44Q: 3 clusters Score -2.587934e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105477 members 
Mstep: Class 2 contains 113133 members 
Entering Unmasked Estep 
Score: -25879696.000000 Penalty: 3995.889648
	Iteration 45Q: 3 clusters Score -2.58797e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105027 members 
Mstep: Class 2 contains 113583 members 
Entering Unmasked Estep 
Score: -25880080.000000 Penalty: 3995.889648
	Iteration 46Q: 3 clusters Score -2.588008e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104586 members 
Mstep: Class 2 contains 114024 members 
Entering Unmasked Estep 
Score: -25880564.000000 Penalty: 3995.889648
	Iteration 47Q: 3 clusters Score -2.588056e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104166 members 
Mstep: Class 2 contains 114444 members 
Entering Unmasked Estep 
Score: -25881026.000000 Penalty: 3995.889648
	Iteration 48Q: 3 clusters Score -2.588103e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103820 members 
Mstep: Class 2 contains 114790 members 
Entering Unmasked Estep 
Score: -25881414.000000 Penalty: 3995.889648
	Iteration 49Q: 3 clusters Score -2.588141e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103525 members 
Mstep: Class 2 contains 115085 members 
Entering Unmasked Estep 
Score: -25882498.000000 Penalty: 3995.889648
	Iteration 50Q: 3 clusters Score -2.58825e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103182 members 
Mstep: Class 2 contains 115428 members 
Entering Unmasked Estep 
Score: -25883272.000000 Penalty: 3995.889648
	Iteration 51Q: 3 clusters Score -2.588327e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102851 members 
Mstep: Class 2 contains 115759 members 
Entering Unmasked Estep 
Score: -25884316.000000 Penalty: 3995.889648
	Iteration 52Q: 3 clusters Score -2.588432e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102614 members 
Mstep: Class 2 contains 115996 members 
Entering Unmasked Estep 
Score: -25885774.000000 Penalty: 3995.889648
	Iteration 53Q: 3 clusters Score -2.588577e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102327 members 
Mstep: Class 2 contains 116283 members 
Entering Unmasked Estep 
Score: -25886724.000000 Penalty: 3995.889648
	Iteration 54Q: 3 clusters Score -2.588672e+07 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102000 members 
Mstep: Class 2 contains 116610 members 
Entering Unmasked Estep 
Score: -25887700.000000 Penalty: 3995.889648
	Iteration 55Q: 3 clusters Score -2.58877e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101822 members 
Mstep: Class 2 contains 116788 members 
Entering Unmasked Estep 
Score: -25888830.000000 Penalty: 3995.889648
	Iteration 56Q: 3 clusters Score -2.588883e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101946 members 
Mstep: Class 2 contains 116664 members 
Entering Unmasked Estep 
Score: -25889810.000000 Penalty: 3995.889648
	Iteration 57Q: 3 clusters Score -2.588981e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102107 members 
Mstep: Class 2 contains 116503 members 
Entering Unmasked Estep 
Score: -25890556.000000 Penalty: 3995.889648
	Iteration 58Q: 3 clusters Score -2.589056e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102236 members 
Mstep: Class 2 contains 116374 members 
Entering Unmasked Estep 
Score: -25891072.000000 Penalty: 3995.889648
	Iteration 59Q: 3 clusters Score -2.589107e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102378 members 
Mstep: Class 2 contains 116232 members 
Entering Unmasked Estep 
Score: -25891944.000000 Penalty: 3995.889648
	Iteration 60F: 3 clusters Score -2.589194e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102894 members 
Mstep: Class 2 contains 115716 members 
Entering Unmasked Estep 
Score: -25892614.000000 Penalty: 3995.889648
	Iteration 61Q: 3 clusters Score -2.589261e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103587 members 
Mstep: Class 2 contains 115023 members 
Entering Unmasked Estep 
Score: -25893382.000000 Penalty: 3995.889648
	Iteration 62Q: 3 clusters Score -2.589338e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104269 members 
Mstep: Class 2 contains 114341 members 
Entering Unmasked Estep 
Score: -25893850.000000 Penalty: 3995.889648
	Iteration 63Q: 3 clusters Score -2.589385e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104871 members 
Mstep: Class 2 contains 113739 members 
Entering Unmasked Estep 
Score: -25894416.000000 Penalty: 3995.889648
	Iteration 64Q: 3 clusters Score -2.589442e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105461 members 
Mstep: Class 2 contains 113149 members 
Entering Unmasked Estep 
Score: -25894734.000000 Penalty: 3995.889648
	Iteration 65Q: 3 clusters Score -2.589473e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106127 members 
Mstep: Class 2 contains 112483 members 
Entering Unmasked Estep 
Score: -25894924.000000 Penalty: 3995.889648
	Iteration 66Q: 3 clusters Score -2.589492e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106869 members 
Mstep: Class 2 contains 111741 members 
Entering Unmasked Estep 
Score: -25895052.000000 Penalty: 3995.889648
	Iteration 67Q: 3 clusters Score -2.589505e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107637 members 
Mstep: Class 2 contains 110973 members 
Entering Unmasked Estep 
Score: -25895000.000000 Penalty: 3995.889648
	Iteration 68Q: 3 clusters Score -2.5895e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108463 members 
Mstep: Class 2 contains 110147 members 
Entering Unmasked Estep 
Score: -25895116.000000 Penalty: 3995.889648
	Iteration 69Q: 3 clusters Score -2.589512e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109264 members 
Mstep: Class 2 contains 109346 members 
Entering Unmasked Estep 
Score: -25895024.000000 Penalty: 3995.889648
	Iteration 70Q: 3 clusters Score -2.589502e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110045 members 
Mstep: Class 2 contains 108565 members 
Entering Unmasked Estep 
Score: -25894870.000000 Penalty: 3995.889648
	Iteration 71Q: 3 clusters Score -2.589487e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110923 members 
Mstep: Class 2 contains 107687 members 
Entering Unmasked Estep 
Score: -25894792.000000 Penalty: 3995.889648
	Iteration 72Q: 3 clusters Score -2.589479e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111775 members 
Mstep: Class 2 contains 106835 members 
Entering Unmasked Estep 
Score: -25894624.000000 Penalty: 3995.889648
	Iteration 73Q: 3 clusters Score -2.589462e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112559 members 
Mstep: Class 2 contains 106051 members 
Entering Unmasked Estep 
Score: -25894522.000000 Penalty: 3995.889648
	Iteration 74Q: 3 clusters Score -2.589452e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113176 members 
Mstep: Class 2 contains 105434 members 
Entering Unmasked Estep 
Score: -25894272.000000 Penalty: 3995.889648
	Iteration 75Q: 3 clusters Score -2.589427e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113685 members 
Mstep: Class 2 contains 104925 members 
Entering Unmasked Estep 
Score: -25894162.000000 Penalty: 3995.889648
	Iteration 76Q: 3 clusters Score -2.589416e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113992 members 
Mstep: Class 2 contains 104618 members 
Entering Unmasked Estep 
Score: -25894038.000000 Penalty: 3995.889648
	Iteration 77Q: 3 clusters Score -2.589404e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114179 members 
Mstep: Class 2 contains 104431 members 
Entering Unmasked Estep 
Score: -25894050.000000 Penalty: 3995.889648
	Iteration 78Q: 3 clusters Score -2.589405e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114305 members 
Mstep: Class 2 contains 104305 members 
Entering Unmasked Estep 
Score: -25894014.000000 Penalty: 3995.889648
	Iteration 79Q: 3 clusters Score -2.589401e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114368 members 
Mstep: Class 2 contains 104242 members 
Entering Unmasked Estep 
Score: -25893980.000000 Penalty: 3995.889648
	Iteration 80F: 3 clusters Score -2.589398e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114353 members 
Mstep: Class 2 contains 104257 members 
Entering Unmasked Estep 
Score: -25893934.000000 Penalty: 3995.889648
	Iteration 81Q: 3 clusters Score -2.589393e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114309 members 
Mstep: Class 2 contains 104301 members 
Entering Unmasked Estep 
Score: -25893918.000000 Penalty: 3995.889648
	Iteration 82Q: 3 clusters Score -2.589392e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114265 members 
Mstep: Class 2 contains 104345 members 
Entering Unmasked Estep 
Score: -25893924.000000 Penalty: 3995.889648
	Iteration 83Q: 3 clusters Score -2.589392e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114175 members 
Mstep: Class 2 contains 104435 members 
Entering Unmasked Estep 
Score: -25893964.000000 Penalty: 3995.889648
	Iteration 84Q: 3 clusters Score -2.589396e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114099 members 
Mstep: Class 2 contains 104511 members 
Entering Unmasked Estep 
Score: -25893922.000000 Penalty: 3995.889648
	Iteration 85Q: 3 clusters Score -2.589392e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114049 members 
Mstep: Class 2 contains 104561 members 
Entering Unmasked Estep 
Score: -25893904.000000 Penalty: 3995.889648
	Iteration 86Q: 3 clusters Score -2.58939e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114016 members 
Mstep: Class 2 contains 104594 members 
Entering Unmasked Estep 
Score: -25893916.000000 Penalty: 3995.889648
	Iteration 87Q: 3 clusters Score -2.589392e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114000 members 
Mstep: Class 2 contains 104610 members 
Entering Unmasked Estep 
Score: -25893904.000000 Penalty: 3995.889648
	Iteration 88Q: 3 clusters Score -2.58939e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113983 members 
Mstep: Class 2 contains 104627 members 
Entering Unmasked Estep 
Score: -25893910.000000 Penalty: 3995.889648
	Iteration 89Q: 3 clusters Score -2.589391e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113948 members 
Mstep: Class 2 contains 104662 members 
Entering Unmasked Estep 
Score: -25893952.000000 Penalty: 3995.889648
	Iteration 90Q: 3 clusters Score -2.589395e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113919 members 
Mstep: Class 2 contains 104691 members 
Entering Unmasked Estep 
Score: -25893934.000000 Penalty: 3995.889648
	Iteration 91Q: 3 clusters Score -2.589393e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113881 members 
Mstep: Class 2 contains 104729 members 
Entering Unmasked Estep 
Score: -25893966.000000 Penalty: 3995.889648
	Iteration 92Q: 3 clusters Score -2.589397e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113862 members 
Mstep: Class 2 contains 104748 members 
Entering Unmasked Estep 
Score: -25894022.000000 Penalty: 3995.889648
	Iteration 93Q: 3 clusters Score -2.589402e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113853 members 
Mstep: Class 2 contains 104757 members 
Entering Unmasked Estep 
Score: -25893996.000000 Penalty: 3995.889648
	Iteration 94Q: 3 clusters Score -2.5894e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113844 members 
Mstep: Class 2 contains 104766 members 
Entering Unmasked Estep 
Score: -25893986.000000 Penalty: 3995.889648
	Iteration 95Q: 3 clusters Score -2.589399e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113844 members 
Mstep: Class 2 contains 104766 members 
Entering Unmasked Estep 
Score: -25893988.000000 Penalty: 3995.889648
	Iteration 96Q: 3 clusters Score -2.589399e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113855 members 
Mstep: Class 2 contains 104755 members 
Entering Unmasked Estep 
Score: -25893978.000000 Penalty: 3995.889648
	Iteration 97Q: 3 clusters Score -2.589398e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113850 members 
Mstep: Class 2 contains 104760 members 
Entering Unmasked Estep 
Score: -25893960.000000 Penalty: 3995.889648
	Iteration 98Q: 3 clusters Score -2.589396e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113846 members 
Mstep: Class 2 contains 104764 members 
Entering Unmasked Estep 
Score: -25893974.000000 Penalty: 3995.889648
	Iteration 99Q: 3 clusters Score -2.589397e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113836 members 
Mstep: Class 2 contains 104774 members 
Entering Unmasked Estep 
Score: -25893968.000000 Penalty: 3995.889648
	Iteration 100F: 3 clusters Score -2.589397e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113825 members 
Mstep: Class 2 contains 104785 members 
Entering Unmasked Estep 
Score: -25893954.000000 Penalty: 3995.889648
	Iteration 101Q: 3 clusters Score -2.589395e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113825 members 
Mstep: Class 2 contains 104785 members 
Entering Unmasked Estep 
Score: -25893948.000000 Penalty: 3995.889648
	Iteration 102Q: 3 clusters Score -2.589395e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113826 members 
Mstep: Class 2 contains 104784 members 
Entering Unmasked Estep 
Score: -25893940.000000 Penalty: 3995.889648
	Iteration 103Q: 3 clusters Score -2.589394e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113823 members 
Mstep: Class 2 contains 104787 members 
Entering Unmasked Estep 
Score: -25893942.000000 Penalty: 3995.889648
	Iteration 104Q: 3 clusters Score -2.589394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113822 members 
Mstep: Class 2 contains 104788 members 
Entering Unmasked Estep 
Score: -25893912.000000 Penalty: 3995.889648
	Iteration 105Q: 3 clusters Score -2.589391e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113817 members 
Mstep: Class 2 contains 104793 members 
Entering Unmasked Estep 
Score: -25893920.000000 Penalty: 3995.889648
	Iteration 106Q: 3 clusters Score -2.589392e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113812 members 
Mstep: Class 2 contains 104798 members 
Entering Unmasked Estep 
Score: -25893908.000000 Penalty: 3995.889648
	Iteration 107Q: 3 clusters Score -2.589391e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113810 members 
Mstep: Class 2 contains 104800 members 
Entering Unmasked Estep 
Score: -25893906.000000 Penalty: 3995.889648
	Iteration 108Q: 3 clusters Score -2.589391e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113815 members 
Mstep: Class 2 contains 104795 members 
Entering Unmasked Estep 
Score: -25893884.000000 Penalty: 3995.889648
	Iteration 109Q: 3 clusters Score -2.589388e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113823 members 
Mstep: Class 2 contains 104787 members 
Entering Unmasked Estep 
Score: -25893904.000000 Penalty: 3995.889648
	Iteration 110Q: 3 clusters Score -2.58939e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113833 members 
Mstep: Class 2 contains 104777 members 
Entering Unmasked Estep 
Score: -25893910.000000 Penalty: 3995.889648
	Iteration 111Q: 3 clusters Score -2.589391e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113833 members 
Mstep: Class 2 contains 104777 members 
Entering Unmasked Estep 
Score: -25893920.000000 Penalty: 3995.889648
	Iteration 112Q: 3 clusters Score -2.589392e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113836 members 
Mstep: Class 2 contains 104774 members 
Entering Unmasked Estep 
Score: -25893910.000000 Penalty: 3995.889648
	Iteration 113Q: 3 clusters Score -2.589391e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113835 members 
Mstep: Class 2 contains 104775 members 
Entering Unmasked Estep 
Score: -25893916.000000 Penalty: 3995.889648
	Iteration 114Q: 3 clusters Score -2.589392e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113836 members 
Mstep: Class 2 contains 104774 members 
Entering Unmasked Estep 
Score: -25893916.000000 Penalty: 3995.889648
	Iteration 115Q: 3 clusters Score -2.589392e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113840 members 
Mstep: Class 2 contains 104770 members 
Entering Unmasked Estep 
Score: -25893908.000000 Penalty: 3995.889648
	Iteration 116Q: 3 clusters Score -2.589391e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113841 members 
Mstep: Class 2 contains 104769 members 
Entering Unmasked Estep 
Score: -25893914.000000 Penalty: 3995.889648
	Iteration 117Q: 3 clusters Score -2.589391e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113845 members 
Mstep: Class 2 contains 104765 members 
Entering Unmasked Estep 
Score: -25893912.000000 Penalty: 3995.889648
	Iteration 118Q: 3 clusters Score -2.589391e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113847 members 
Mstep: Class 2 contains 104763 members 
Entering Unmasked Estep 
Score: -25893928.000000 Penalty: 3995.889648
	Iteration 119Q: 3 clusters Score -2.589393e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113850 members 
Mstep: Class 2 contains 104760 members 
Entering Unmasked Estep 
Score: -25893942.000000 Penalty: 3995.889648
	Iteration 120F: 3 clusters Score -2.589394e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113853 members 
Mstep: Class 2 contains 104757 members 
Entering Unmasked Estep 
Score: -25893942.000000 Penalty: 3995.889648
	Iteration 121Q: 3 clusters Score -2.589394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113852 members 
Mstep: Class 2 contains 104758 members 
Entering Unmasked Estep 
Score: -25893934.000000 Penalty: 3995.889648
	Iteration 122Q: 3 clusters Score -2.589393e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113852 members 
Mstep: Class 2 contains 104758 members 
Entering Unmasked Estep 
Score: -25893934.000000 Penalty: 3995.889648
	Iteration 123Q: 3 clusters Score -2.589393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113851 members 
Mstep: Class 2 contains 104759 members 
Entering Unmasked Estep 
Score: -25893930.000000 Penalty: 3995.889648
	Iteration 124Q: 3 clusters Score -2.589393e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113851 members 
Mstep: Class 2 contains 104759 members 
Entering Unmasked Estep 
Score: -25893930.000000 Penalty: 3995.889648
	Iteration 125F: 3 clusters Score -2.589393e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 156025 members 
Mstep: Class 2 contains 93346 members 
Mstep: Class 3 contains 2951 members 
Mstep: Class 4 contains 7047 members 
Mstep: Class 5 contains 159980 members 
Mstep: Class 6 contains 22710 members 
Mstep: Class 7 contains 597 members 
Mstep: Class 8 contains 95723 members 
Mstep: Class 9 contains 188491 members 
Mstep: Class 10 contains 113851 members 
Mstep: Class 11 contains 2887 members 
Mstep: Class 12 contains 5473 members 
Mstep: Class 13 contains 1392 members 
Mstep: Class 14 contains 2273 members 
Mstep: Class 15 contains 208816 members 
Mstep: Class 16 contains 127394 members 
Mstep: Class 17 contains 106241 members 
Mstep: Class 18 contains 40292 members 
Mstep: Class 19 contains 149193 members 
Mstep: Class 20 contains 1096 members 
Mstep: Class 21 contains 1542 members 
Mstep: Class 22 contains 4101 members 
Mstep: Class 23 contains 748 members 
Mstep: Class 24 contains 125815 members 
Mstep: Class 25 contains 104759 members 
Entering Unmasked Estep 
Score: -194366944.000000 Penalty: 58335.507812
Splitting cluster 10 changes total score from -194264224.000000 to -194366944.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 11 (2887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Entering Unmasked Estep 
Score: -317182.937500 Penalty: 1294.795654
	Iteration 0F: 2 clusters Score -317182.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -314560.468750 Penalty: 2589.591309
	Iteration 0F: 3 clusters Score -314560.5 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -315153.500000 Penalty: 2589.591309
	Iteration 1F: 3 clusters Score -315153.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -315273.593750 Penalty: 2589.591309
	Iteration 2F: 3 clusters Score -315273.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -315338.875000 Penalty: 2589.591309
	Iteration 3Q: 3 clusters Score -315338.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -315390.000000 Penalty: 2589.591309
	Iteration 4Q: 3 clusters Score -315390 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -315425.218750 Penalty: 2589.591309
	Iteration 5Q: 3 clusters Score -315425.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -315446.906250 Penalty: 2589.591309
	Iteration 6Q: 3 clusters Score -315446.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -315466.156250 Penalty: 2589.591309
	Iteration 7Q: 3 clusters Score -315466.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -315480.437500 Penalty: 2589.591309
	Iteration 8Q: 3 clusters Score -315480.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -315488.281250 Penalty: 2589.591309
	Iteration 9Q: 3 clusters Score -315488.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -315494.218750 Penalty: 2589.591309
	Iteration 10Q: 3 clusters Score -315494.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -315498.312500 Penalty: 2589.591309
	Iteration 11Q: 3 clusters Score -315498.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -315501.468750 Penalty: 2589.591309
	Iteration 12Q: 3 clusters Score -315501.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -315505.406250 Penalty: 2589.591309
	Iteration 13Q: 3 clusters Score -315505.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -315510.531250 Penalty: 2589.591309
	Iteration 14Q: 3 clusters Score -315510.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -315515.562500 Penalty: 2589.591309
	Iteration 15Q: 3 clusters Score -315515.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -315522.437500 Penalty: 2589.591309
	Iteration 16Q: 3 clusters Score -315522.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -315528.593750 Penalty: 2589.591309
	Iteration 17Q: 3 clusters Score -315528.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -315533.593750 Penalty: 2589.591309
	Iteration 18Q: 3 clusters Score -315533.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -315538.468750 Penalty: 2589.591309
	Iteration 19Q: 3 clusters Score -315538.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -315544.312500 Penalty: 2589.591309
	Iteration 20F: 3 clusters Score -315544.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -315549.156250 Penalty: 2589.591309
	Iteration 21Q: 3 clusters Score -315549.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -315554.843750 Penalty: 2589.591309
	Iteration 22Q: 3 clusters Score -315554.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -315557.375000 Penalty: 2589.591309
	Iteration 23Q: 3 clusters Score -315557.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -315560.593750 Penalty: 2589.591309
	Iteration 24Q: 3 clusters Score -315560.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -315562.281250 Penalty: 2589.591309
	Iteration 25Q: 3 clusters Score -315562.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -315563.750000 Penalty: 2589.591309
	Iteration 26Q: 3 clusters Score -315563.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -315566.656250 Penalty: 2589.591309
	Iteration 27Q: 3 clusters Score -315566.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -315569.218750 Penalty: 2589.591309
	Iteration 28Q: 3 clusters Score -315569.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -315571.843750 Penalty: 2589.591309
	Iteration 29Q: 3 clusters Score -315571.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -315573.687500 Penalty: 2589.591309
	Iteration 30Q: 3 clusters Score -315573.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -315576.093750 Penalty: 2589.591309
	Iteration 31Q: 3 clusters Score -315576.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -315579.125000 Penalty: 2589.591309
	Iteration 32Q: 3 clusters Score -315579.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -315582.531250 Penalty: 2589.591309
	Iteration 33Q: 3 clusters Score -315582.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -315585.781250 Penalty: 2589.591309
	Iteration 34Q: 3 clusters Score -315585.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -315587.093750 Penalty: 2589.591309
	Iteration 35Q: 3 clusters Score -315587.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -315588.781250 Penalty: 2589.591309
	Iteration 36Q: 3 clusters Score -315588.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -315589.531250 Penalty: 2589.591309
	Iteration 37Q: 3 clusters Score -315589.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -315589.812500 Penalty: 2589.591309
	Iteration 38Q: 3 clusters Score -315589.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -315591.593750 Penalty: 2589.591309
	Iteration 39Q: 3 clusters Score -315591.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -315592.468750 Penalty: 2589.591309
	Iteration 40F: 3 clusters Score -315592.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -315594.843750 Penalty: 2589.591309
	Iteration 41Q: 3 clusters Score -315594.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -315595.531250 Penalty: 2589.591309
	Iteration 42Q: 3 clusters Score -315595.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -315596.125000 Penalty: 2589.591309
	Iteration 43Q: 3 clusters Score -315596.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -315596.875000 Penalty: 2589.591309
	Iteration 44Q: 3 clusters Score -315596.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -315597.531250 Penalty: 2589.591309
	Iteration 45Q: 3 clusters Score -315597.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -315597.468750 Penalty: 2589.591309
	Iteration 46Q: 3 clusters Score -315597.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -315598.187500 Penalty: 2589.591309
	Iteration 47Q: 3 clusters Score -315598.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -315598.187500 Penalty: 2589.591309
	Iteration 48F: 3 clusters Score -315598.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Entering Unmasked Estep 
Score: -623435.687500 Penalty: 1398.732056
	Iteration 0F: 2 clusters Score -623435.7 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 2784 members 
Entering Unmasked Estep 
Score: -619128.625000 Penalty: 2797.464111
	Iteration 0F: 3 clusters Score -619128.6 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -620351.687500 Penalty: 2797.464111
	Iteration 1F: 3 clusters Score -620351.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -620549.125000 Penalty: 2797.464111
	Iteration 2F: 3 clusters Score -620549.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -620680.812500 Penalty: 2797.464111
	Iteration 3Q: 3 clusters Score -620680.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -620780.937500 Penalty: 2797.464111
	Iteration 4Q: 3 clusters Score -620780.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -620886.375000 Penalty: 2797.464111
	Iteration 5Q: 3 clusters Score -620886.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -621000.875000 Penalty: 2797.464111
	Iteration 6Q: 3 clusters Score -621000.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -621120.250000 Penalty: 2797.464111
	Iteration 7Q: 3 clusters Score -621120.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -621242.375000 Penalty: 2797.464111
	Iteration 8Q: 3 clusters Score -621242.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -621364.187500 Penalty: 2797.464111
	Iteration 9Q: 3 clusters Score -621364.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -621485.312500 Penalty: 2797.464111
	Iteration 10Q: 3 clusters Score -621485.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -621604.000000 Penalty: 2797.464111
	Iteration 11Q: 3 clusters Score -621604 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -621743.687500 Penalty: 2797.464111
	Iteration 12Q: 3 clusters Score -621743.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -621887.812500 Penalty: 2797.464111
	Iteration 13Q: 3 clusters Score -621887.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -621999.125000 Penalty: 2797.464111
	Iteration 14Q: 3 clusters Score -621999.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -622072.250000 Penalty: 2797.464111
	Iteration 15Q: 3 clusters Score -622072.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -622131.437500 Penalty: 2797.464111
	Iteration 16Q: 3 clusters Score -622131.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -622181.250000 Penalty: 2797.464111
	Iteration 17Q: 3 clusters Score -622181.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -622232.500000 Penalty: 2797.464111
	Iteration 18Q: 3 clusters Score -622232.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -622259.562500 Penalty: 2797.464111
	Iteration 19Q: 3 clusters Score -622259.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -622276.875000 Penalty: 2797.464111
	Iteration 20F: 3 clusters Score -622276.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -622292.625000 Penalty: 2797.464111
	Iteration 21Q: 3 clusters Score -622292.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -622305.937500 Penalty: 2797.464111
	Iteration 22Q: 3 clusters Score -622305.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -622315.187500 Penalty: 2797.464111
	Iteration 23Q: 3 clusters Score -622315.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -622327.437500 Penalty: 2797.464111
	Iteration 24Q: 3 clusters Score -622327.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -622339.812500 Penalty: 2797.464111
	Iteration 25Q: 3 clusters Score -622339.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -622349.000000 Penalty: 2797.464111
	Iteration 26Q: 3 clusters Score -622349 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -622353.937500 Penalty: 2797.464111
	Iteration 27Q: 3 clusters Score -622353.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -622356.062500 Penalty: 2797.464111
	Iteration 28Q: 3 clusters Score -622356.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -622359.000000 Penalty: 2797.464111
	Iteration 29Q: 3 clusters Score -622359 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -622360.875000 Penalty: 2797.464111
	Iteration 30Q: 3 clusters Score -622360.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -622365.312500 Penalty: 2797.464111
	Iteration 31Q: 3 clusters Score -622365.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -622365.750000 Penalty: 2797.464111
	Iteration 32Q: 3 clusters Score -622365.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -622368.562500 Penalty: 2797.464111
	Iteration 33Q: 3 clusters Score -622368.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -622371.812500 Penalty: 2797.464111
	Iteration 34Q: 3 clusters Score -622371.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -622375.000000 Penalty: 2797.464111
	Iteration 35Q: 3 clusters Score -622375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -622375.125000 Penalty: 2797.464111
	Iteration 36Q: 3 clusters Score -622375.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -622376.937500 Penalty: 2797.464111
	Iteration 37Q: 3 clusters Score -622376.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -622380.437500 Penalty: 2797.464111
	Iteration 38Q: 3 clusters Score -622380.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -622382.500000 Penalty: 2797.464111
	Iteration 39Q: 3 clusters Score -622382.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -622384.812500 Penalty: 2797.464111
	Iteration 40F: 3 clusters Score -622384.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -622388.312500 Penalty: 2797.464111
	Iteration 41Q: 3 clusters Score -622388.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -622391.437500 Penalty: 2797.464111
	Iteration 42Q: 3 clusters Score -622391.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -622393.000000 Penalty: 2797.464111
	Iteration 43Q: 3 clusters Score -622393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -622397.562500 Penalty: 2797.464111
	Iteration 44Q: 3 clusters Score -622397.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -622400.062500 Penalty: 2797.464111
	Iteration 45Q: 3 clusters Score -622400.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -622403.687500 Penalty: 2797.464111
	Iteration 46Q: 3 clusters Score -622403.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -622406.500000 Penalty: 2797.464111
	Iteration 47Q: 3 clusters Score -622406.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -622408.625000 Penalty: 2797.464111
	Iteration 48Q: 3 clusters Score -622408.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -622412.187500 Penalty: 2797.464111
	Iteration 49Q: 3 clusters Score -622412.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -622416.375000 Penalty: 2797.464111
	Iteration 50Q: 3 clusters Score -622416.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -622419.250000 Penalty: 2797.464111
	Iteration 51Q: 3 clusters Score -622419.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -622422.375000 Penalty: 2797.464111
	Iteration 52Q: 3 clusters Score -622422.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -622425.187500 Penalty: 2797.464111
	Iteration 53Q: 3 clusters Score -622425.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -622426.562500 Penalty: 2797.464111
	Iteration 54Q: 3 clusters Score -622426.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -622429.500000 Penalty: 2797.464111
	Iteration 55Q: 3 clusters Score -622429.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -622430.875000 Penalty: 2797.464111
	Iteration 56Q: 3 clusters Score -622430.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -622433.812500 Penalty: 2797.464111
	Iteration 57Q: 3 clusters Score -622433.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -622437.187500 Penalty: 2797.464111
	Iteration 58Q: 3 clusters Score -622437.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -622442.437500 Penalty: 2797.464111
	Iteration 59Q: 3 clusters Score -622442.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -622442.875000 Penalty: 2797.464111
	Iteration 60F: 3 clusters Score -622442.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -622446.125000 Penalty: 2797.464111
	Iteration 61Q: 3 clusters Score -622446.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -622447.875000 Penalty: 2797.464111
	Iteration 62Q: 3 clusters Score -622447.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -622449.375000 Penalty: 2797.464111
	Iteration 63Q: 3 clusters Score -622449.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -622453.437500 Penalty: 2797.464111
	Iteration 64Q: 3 clusters Score -622453.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -622457.062500 Penalty: 2797.464111
	Iteration 65Q: 3 clusters Score -622457.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -622461.937500 Penalty: 2797.464111
	Iteration 66Q: 3 clusters Score -622461.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -622469.562500 Penalty: 2797.464111
	Iteration 67Q: 3 clusters Score -622469.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -622476.312500 Penalty: 2797.464111
	Iteration 68Q: 3 clusters Score -622476.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -622479.937500 Penalty: 2797.464111
	Iteration 69Q: 3 clusters Score -622479.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -622484.000000 Penalty: 2797.464111
	Iteration 70Q: 3 clusters Score -622484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -622487.000000 Penalty: 2797.464111
	Iteration 71Q: 3 clusters Score -622487 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -622491.937500 Penalty: 2797.464111
	Iteration 72Q: 3 clusters Score -622491.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -622500.000000 Penalty: 2797.464111
	Iteration 73Q: 3 clusters Score -622500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -622502.000000 Penalty: 2797.464111
	Iteration 74Q: 3 clusters Score -622502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -622504.312500 Penalty: 2797.464111
	Iteration 75Q: 3 clusters Score -622504.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -622507.437500 Penalty: 2797.464111
	Iteration 76Q: 3 clusters Score -622507.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -622509.000000 Penalty: 2797.464111
	Iteration 77Q: 3 clusters Score -622509 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -622510.812500 Penalty: 2797.464111
	Iteration 78Q: 3 clusters Score -622510.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -622512.937500 Penalty: 2797.464111
	Iteration 79Q: 3 clusters Score -622512.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -622517.750000 Penalty: 2797.464111
	Iteration 80F: 3 clusters Score -622517.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -622524.875000 Penalty: 2797.464111
	Iteration 81Q: 3 clusters Score -622524.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -622529.437500 Penalty: 2797.464111
	Iteration 82Q: 3 clusters Score -622529.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -622531.000000 Penalty: 2797.464111
	Iteration 83Q: 3 clusters Score -622531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -622534.687500 Penalty: 2797.464111
	Iteration 84Q: 3 clusters Score -622534.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -622538.062500 Penalty: 2797.464111
	Iteration 85Q: 3 clusters Score -622538.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -622538.500000 Penalty: 2797.464111
	Iteration 86Q: 3 clusters Score -622538.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -622541.250000 Penalty: 2797.464111
	Iteration 87Q: 3 clusters Score -622541.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -622543.125000 Penalty: 2797.464111
	Iteration 88Q: 3 clusters Score -622543.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -622544.000000 Penalty: 2797.464111
	Iteration 89Q: 3 clusters Score -622544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -622546.187500 Penalty: 2797.464111
	Iteration 90Q: 3 clusters Score -622546.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -622548.437500 Penalty: 2797.464111
	Iteration 91Q: 3 clusters Score -622548.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -622550.375000 Penalty: 2797.464111
	Iteration 92Q: 3 clusters Score -622550.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -622551.750000 Penalty: 2797.464111
	Iteration 93Q: 3 clusters Score -622551.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -622552.687500 Penalty: 2797.464111
	Iteration 94Q: 3 clusters Score -622552.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -622554.125000 Penalty: 2797.464111
	Iteration 95Q: 3 clusters Score -622554.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -622553.375000 Penalty: 2797.464111
	Iteration 96Q: 3 clusters Score -622553.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -622555.562500 Penalty: 2797.464111
	Iteration 97Q: 3 clusters Score -622555.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -622556.562500 Penalty: 2797.464111
	Iteration 98Q: 3 clusters Score -622556.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -622558.937500 Penalty: 2797.464111
	Iteration 99Q: 3 clusters Score -622558.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -622559.500000 Penalty: 2797.464111
	Iteration 100F: 3 clusters Score -622559.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -622561.062500 Penalty: 2797.464111
	Iteration 101Q: 3 clusters Score -622561.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -622561.562500 Penalty: 2797.464111
	Iteration 102Q: 3 clusters Score -622561.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -622563.062500 Penalty: 2797.464111
	Iteration 103Q: 3 clusters Score -622563.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -622563.500000 Penalty: 2797.464111
	Iteration 104Q: 3 clusters Score -622563.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -622564.250000 Penalty: 2797.464111
	Iteration 105Q: 3 clusters Score -622564.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -622565.937500 Penalty: 2797.464111
	Iteration 106Q: 3 clusters Score -622565.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -622566.562500 Penalty: 2797.464111
	Iteration 107Q: 3 clusters Score -622566.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -622566.562500 Penalty: 2797.464111
	Iteration 108F: 3 clusters Score -622566.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Entering Unmasked Estep 
Score: -72566.984375 Penalty: 1176.255737
	Iteration 0F: 2 clusters Score -72566.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -71421.242188 Penalty: 2352.511475
	Iteration 0F: 3 clusters Score -71421.24 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -73697.539062 Penalty: 2352.511475
	Iteration 1F: 3 clusters Score -73697.54 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -74952.945312 Penalty: 2352.511475
	Iteration 2F: 3 clusters Score -74952.95 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -76176.171875 Penalty: 2352.511475
	Iteration 3F: 3 clusters Score -76176.17 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -76966.867188 Penalty: 2352.511475
	Iteration 4F: 3 clusters Score -76966.87 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -77281.500000 Penalty: 2352.511475
	Iteration 5Q: 3 clusters Score -77281.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -77502.921875 Penalty: 2352.511475
	Iteration 6Q: 3 clusters Score -77502.92 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -77631.054688 Penalty: 2352.511475
	Iteration 7Q: 3 clusters Score -77631.05 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -77718.460938 Penalty: 2352.511475
	Iteration 8Q: 3 clusters Score -77718.46 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -77795.492188 Penalty: 2352.511475
	Iteration 9Q: 3 clusters Score -77795.49 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -77865.789062 Penalty: 2352.511475
	Iteration 10Q: 3 clusters Score -77865.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -77944.265625 Penalty: 2352.511475
	Iteration 11Q: 3 clusters Score -77944.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -78018.000000 Penalty: 2352.511475
	Iteration 12Q: 3 clusters Score -78018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -78022.765625 Penalty: 2352.511475
	Iteration 13Q: 3 clusters Score -78022.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -78026.132812 Penalty: 2352.511475
	Iteration 14Q: 3 clusters Score -78026.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -78026.656250 Penalty: 2352.511475
	Iteration 15Q: 3 clusters Score -78026.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -78027.164062 Penalty: 2352.511475
	Iteration 16Q: 3 clusters Score -78027.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -78027.164062 Penalty: 2352.511475
	Iteration 17F: 3 clusters Score -78027.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 156025 members 
Mstep: Class 2 contains 93346 members 
Mstep: Class 3 contains 2951 members 
Mstep: Class 4 contains 7047 members 
Mstep: Class 5 contains 159980 members 
Mstep: Class 6 contains 22710 members 
Mstep: Class 7 contains 597 members 
Mstep: Class 8 contains 95723 members 
Mstep: Class 9 contains 188491 members 
Mstep: Class 10 contains 113851 members 
Mstep: Class 11 contains 2887 members 
Mstep: Class 12 contains 5473 members 
Mstep: Class 13 contains 687 members 
Mstep: Class 14 contains 2273 members 
Mstep: Class 15 contains 208816 members 
Mstep: Class 16 contains 127394 members 
Mstep: Class 17 contains 106241 members 
Mstep: Class 18 contains 40292 members 
Mstep: Class 19 contains 149193 members 
Mstep: Class 20 contains 1096 members 
Mstep: Class 21 contains 1542 members 
Mstep: Class 22 contains 4101 members 
Mstep: Class 23 contains 748 members 
Mstep: Class 24 contains 125815 members 
Mstep: Class 25 contains 104759 members 
Mstep: Class 26 contains 705 members 
Entering Unmasked Estep 
Score: -194373760.000000 Penalty: 60668.925781
Splitting cluster 13 changes total score from -194264224.000000 to -194373760.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 14 (2273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Entering Unmasked Estep 
Score: -221622.250000 Penalty: 1255.939087
	Iteration 0F: 2 clusters Score -221622.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -219511.234375 Penalty: 2511.878174
	Iteration 0F: 3 clusters Score -219511.2 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -221130.093750 Penalty: 2511.878174
	Iteration 1F: 3 clusters Score -221130.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -222395.328125 Penalty: 2511.878174
	Iteration 2F: 3 clusters Score -222395.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -223218.468750 Penalty: 2511.878174
	Iteration 3F: 3 clusters Score -223218.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -223569.343750 Penalty: 2511.878174
	Iteration 4F: 3 clusters Score -223569.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -223655.484375 Penalty: 2511.878174
	Iteration 5Q: 3 clusters Score -223655.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -223699.187500 Penalty: 2511.878174
	Iteration 6Q: 3 clusters Score -223699.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -223730.265625 Penalty: 2511.878174
	Iteration 7Q: 3 clusters Score -223730.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -223738.125000 Penalty: 2511.878174
	Iteration 8Q: 3 clusters Score -223738.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -223741.890625 Penalty: 2511.878174
	Iteration 9Q: 3 clusters Score -223741.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -223744.000000 Penalty: 2511.878174
	Iteration 10Q: 3 clusters Score -223744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -223743.750000 Penalty: 2511.878174
	Iteration 11Q: 3 clusters Score -223743.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -223743.750000 Penalty: 2511.878174
	Iteration 12F: 3 clusters Score -223743.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 156025 members 
Mstep: Class 2 contains 93346 members 
Mstep: Class 3 contains 2951 members 
Mstep: Class 4 contains 7047 members 
Mstep: Class 5 contains 159980 members 
Mstep: Class 6 contains 22710 members 
Mstep: Class 7 contains 597 members 
Mstep: Class 8 contains 95723 members 
Mstep: Class 9 contains 188491 members 
Mstep: Class 10 contains 113851 members 
Mstep: Class 11 contains 2887 members 
Mstep: Class 12 contains 5473 members 
Mstep: Class 13 contains 687 members 
Mstep: Class 14 contains 1573 members 
Mstep: Class 15 contains 208816 members 
Mstep: Class 16 contains 127394 members 
Mstep: Class 17 contains 106241 members 
Mstep: Class 18 contains 40292 members 
Mstep: Class 19 contains 149193 members 
Mstep: Class 20 contains 1096 members 
Mstep: Class 21 contains 1542 members 
Mstep: Class 22 contains 4101 members 
Mstep: Class 23 contains 748 members 
Mstep: Class 24 contains 125815 members 
Mstep: Class 25 contains 104759 members 
Mstep: Class 26 contains 705 members 
Mstep: Class 27 contains 700 members 
Entering Unmasked Estep 
Score: -194373296.000000 Penalty: 63002.347656
Splitting cluster 14 changes total score from -194264224.000000 to -194373296.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 15 (208816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208816 members 
Entering Unmasked Estep 
Score: -24428782.000000 Penalty: 1990.496338
	Iteration 0F: 2 clusters Score -2.442878e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104473 members 
Mstep: Class 2 contains 104343 members 
Entering Unmasked Estep 
Score: -24344446.000000 Penalty: 3980.992676
	Iteration 0F: 3 clusters Score -2.434445e+07 nChanged 101175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105742 members 
Mstep: Class 2 contains 103074 members 
Entering Unmasked Estep 
Score: -24405074.000000 Penalty: 3980.992676
	Iteration 1F: 3 clusters Score -2.440507e+07 nChanged 7842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103790 members 
Mstep: Class 2 contains 105026 members 
Entering Unmasked Estep 
Score: -24406278.000000 Penalty: 3980.992676
	Iteration 2Q: 3 clusters Score -2.440628e+07 nChanged 7658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100396 members 
Mstep: Class 2 contains 108420 members 
Entering Unmasked Estep 
Score: -24408016.000000 Penalty: 3980.992676
	Iteration 3Q: 3 clusters Score -2.440802e+07 nChanged 8413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96083 members 
Mstep: Class 2 contains 112733 members 
Entering Unmasked Estep 
Score: -24410112.000000 Penalty: 3980.992676
	Iteration 4Q: 3 clusters Score -2.441011e+07 nChanged 10196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91669 members 
Mstep: Class 2 contains 117147 members 
Entering Unmasked Estep 
Score: -24413266.000000 Penalty: 3980.992676
	Iteration 5Q: 3 clusters Score -2.441327e+07 nChanged 12914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88183 members 
Mstep: Class 2 contains 120633 members 
Entering Unmasked Estep 
Score: -24419104.000000 Penalty: 3980.992676
	Iteration 6F: 3 clusters Score -2.44191e+07 nChanged 15632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87281 members 
Mstep: Class 2 contains 121535 members 
Entering Unmasked Estep 
Score: -24429434.000000 Penalty: 3980.992676
	Iteration 7F: 3 clusters Score -2.442943e+07 nChanged 17091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89622 members 
Mstep: Class 2 contains 119194 members 
Entering Unmasked Estep 
Score: -24443672.000000 Penalty: 3980.992676
	Iteration 8F: 3 clusters Score -2.444367e+07 nChanged 15085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93817 members 
Mstep: Class 2 contains 114999 members 
Entering Unmasked Estep 
Score: -24451878.000000 Penalty: 3980.992676
	Iteration 9F: 3 clusters Score -2.445188e+07 nChanged 10388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99583 members 
Mstep: Class 2 contains 109233 members 
Entering Unmasked Estep 
Score: -24455984.000000 Penalty: 3980.992676
	Iteration 10Q: 3 clusters Score -2.445598e+07 nChanged 8193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106712 members 
Mstep: Class 2 contains 102104 members 
Entering Unmasked Estep 
Score: -24457184.000000 Penalty: 3980.992676
	Iteration 11Q: 3 clusters Score -2.445718e+07 nChanged 8124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114302 members 
Mstep: Class 2 contains 94514 members 
Entering Unmasked Estep 
Score: -24458906.000000 Penalty: 3980.992676
	Iteration 12Q: 3 clusters Score -2.445891e+07 nChanged 8229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121395 members 
Mstep: Class 2 contains 87421 members 
Entering Unmasked Estep 
Score: -24458490.000000 Penalty: 3980.992676
	Iteration 13Q: 3 clusters Score -2.445849e+07 nChanged 8321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127456 members 
Mstep: Class 2 contains 81360 members 
Entering Unmasked Estep 
Score: -24456110.000000 Penalty: 3980.992676
	Iteration 14Q: 3 clusters Score -2.445611e+07 nChanged 8270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132916 members 
Mstep: Class 2 contains 75900 members 
Entering Unmasked Estep 
Score: -24453876.000000 Penalty: 3980.992676
	Iteration 15Q: 3 clusters Score -2.445388e+07 nChanged 7193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136693 members 
Mstep: Class 2 contains 72123 members 
Entering Unmasked Estep 
Score: -24452420.000000 Penalty: 3980.992676
	Iteration 16Q: 3 clusters Score -2.445242e+07 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138774 members 
Mstep: Class 2 contains 70042 members 
Entering Unmasked Estep 
Score: -24451092.000000 Penalty: 3980.992676
	Iteration 17Q: 3 clusters Score -2.445109e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139695 members 
Mstep: Class 2 contains 69121 members 
Entering Unmasked Estep 
Score: -24450264.000000 Penalty: 3980.992676
	Iteration 18Q: 3 clusters Score -2.445026e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139770 members 
Mstep: Class 2 contains 69046 members 
Entering Unmasked Estep 
Score: -24450250.000000 Penalty: 3980.992676
	Iteration 19Q: 3 clusters Score -2.445025e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139378 members 
Mstep: Class 2 contains 69438 members 
Entering Unmasked Estep 
Score: -24451132.000000 Penalty: 3980.992676
	Iteration 20F: 3 clusters Score -2.445113e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139147 members 
Mstep: Class 2 contains 69669 members 
Entering Unmasked Estep 
Score: -24451182.000000 Penalty: 3980.992676
	Iteration 21Q: 3 clusters Score -2.445118e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138698 members 
Mstep: Class 2 contains 70118 members 
Entering Unmasked Estep 
Score: -24451402.000000 Penalty: 3980.992676
	Iteration 22Q: 3 clusters Score -2.44514e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138160 members 
Mstep: Class 2 contains 70656 members 
Entering Unmasked Estep 
Score: -24451848.000000 Penalty: 3980.992676
	Iteration 23Q: 3 clusters Score -2.445185e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137496 members 
Mstep: Class 2 contains 71320 members 
Entering Unmasked Estep 
Score: -24452406.000000 Penalty: 3980.992676
	Iteration 24Q: 3 clusters Score -2.445241e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136863 members 
Mstep: Class 2 contains 71953 members 
Entering Unmasked Estep 
Score: -24452942.000000 Penalty: 3980.992676
	Iteration 25Q: 3 clusters Score -2.445294e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136287 members 
Mstep: Class 2 contains 72529 members 
Entering Unmasked Estep 
Score: -24453206.000000 Penalty: 3980.992676
	Iteration 26Q: 3 clusters Score -2.445321e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135723 members 
Mstep: Class 2 contains 73093 members 
Entering Unmasked Estep 
Score: -24453554.000000 Penalty: 3980.992676
	Iteration 27Q: 3 clusters Score -2.445355e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135268 members 
Mstep: Class 2 contains 73548 members 
Entering Unmasked Estep 
Score: -24453858.000000 Penalty: 3980.992676
	Iteration 28Q: 3 clusters Score -2.445386e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134873 members 
Mstep: Class 2 contains 73943 members 
Entering Unmasked Estep 
Score: -24454104.000000 Penalty: 3980.992676
	Iteration 29Q: 3 clusters Score -2.44541e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134506 members 
Mstep: Class 2 contains 74310 members 
Entering Unmasked Estep 
Score: -24454270.000000 Penalty: 3980.992676
	Iteration 30Q: 3 clusters Score -2.445427e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134255 members 
Mstep: Class 2 contains 74561 members 
Entering Unmasked Estep 
Score: -24454370.000000 Penalty: 3980.992676
	Iteration 31Q: 3 clusters Score -2.445437e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134030 members 
Mstep: Class 2 contains 74786 members 
Entering Unmasked Estep 
Score: -24454496.000000 Penalty: 3980.992676
	Iteration 32Q: 3 clusters Score -2.44545e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133837 members 
Mstep: Class 2 contains 74979 members 
Entering Unmasked Estep 
Score: -24454530.000000 Penalty: 3980.992676
	Iteration 33Q: 3 clusters Score -2.445453e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133628 members 
Mstep: Class 2 contains 75188 members 
Entering Unmasked Estep 
Score: -24454664.000000 Penalty: 3980.992676
	Iteration 34Q: 3 clusters Score -2.445466e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133448 members 
Mstep: Class 2 contains 75368 members 
Entering Unmasked Estep 
Score: -24454716.000000 Penalty: 3980.992676
	Iteration 35Q: 3 clusters Score -2.445472e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133286 members 
Mstep: Class 2 contains 75530 members 
Entering Unmasked Estep 
Score: -24454962.000000 Penalty: 3980.992676
	Iteration 36Q: 3 clusters Score -2.445496e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133110 members 
Mstep: Class 2 contains 75706 members 
Entering Unmasked Estep 
Score: -24455078.000000 Penalty: 3980.992676
	Iteration 37Q: 3 clusters Score -2.445508e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132986 members 
Mstep: Class 2 contains 75830 members 
Entering Unmasked Estep 
Score: -24455160.000000 Penalty: 3980.992676
	Iteration 38Q: 3 clusters Score -2.445516e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132896 members 
Mstep: Class 2 contains 75920 members 
Entering Unmasked Estep 
Score: -24455156.000000 Penalty: 3980.992676
	Iteration 39Q: 3 clusters Score -2.445516e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132816 members 
Mstep: Class 2 contains 76000 members 
Entering Unmasked Estep 
Score: -24455254.000000 Penalty: 3980.992676
	Iteration 40F: 3 clusters Score -2.445525e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132745 members 
Mstep: Class 2 contains 76071 members 
Entering Unmasked Estep 
Score: -24455292.000000 Penalty: 3980.992676
	Iteration 41Q: 3 clusters Score -2.445529e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132658 members 
Mstep: Class 2 contains 76158 members 
Entering Unmasked Estep 
Score: -24455294.000000 Penalty: 3980.992676
	Iteration 42Q: 3 clusters Score -2.445529e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132602 members 
Mstep: Class 2 contains 76214 members 
Entering Unmasked Estep 
Score: -24455366.000000 Penalty: 3980.992676
	Iteration 43Q: 3 clusters Score -2.445537e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132581 members 
Mstep: Class 2 contains 76235 members 
Entering Unmasked Estep 
Score: -24455350.000000 Penalty: 3980.992676
	Iteration 44Q: 3 clusters Score -2.445535e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132592 members 
Mstep: Class 2 contains 76224 members 
Entering Unmasked Estep 
Score: -24455392.000000 Penalty: 3980.992676
	Iteration 45Q: 3 clusters Score -2.445539e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132586 members 
Mstep: Class 2 contains 76230 members 
Entering Unmasked Estep 
Score: -24455430.000000 Penalty: 3980.992676
	Iteration 46Q: 3 clusters Score -2.445543e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132558 members 
Mstep: Class 2 contains 76258 members 
Entering Unmasked Estep 
Score: -24455410.000000 Penalty: 3980.992676
	Iteration 47Q: 3 clusters Score -2.445541e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132561 members 
Mstep: Class 2 contains 76255 members 
Entering Unmasked Estep 
Score: -24455440.000000 Penalty: 3980.992676
	Iteration 48Q: 3 clusters Score -2.445544e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132583 members 
Mstep: Class 2 contains 76233 members 
Entering Unmasked Estep 
Score: -24455472.000000 Penalty: 3980.992676
	Iteration 49Q: 3 clusters Score -2.445547e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132592 members 
Mstep: Class 2 contains 76224 members 
Entering Unmasked Estep 
Score: -24455500.000000 Penalty: 3980.992676
	Iteration 50Q: 3 clusters Score -2.44555e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132589 members 
Mstep: Class 2 contains 76227 members 
Entering Unmasked Estep 
Score: -24455492.000000 Penalty: 3980.992676
	Iteration 51Q: 3 clusters Score -2.445549e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132592 members 
Mstep: Class 2 contains 76224 members 
Entering Unmasked Estep 
Score: -24455476.000000 Penalty: 3980.992676
	Iteration 52Q: 3 clusters Score -2.445548e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132589 members 
Mstep: Class 2 contains 76227 members 
Entering Unmasked Estep 
Score: -24455482.000000 Penalty: 3980.992676
	Iteration 53Q: 3 clusters Score -2.445548e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132602 members 
Mstep: Class 2 contains 76214 members 
Entering Unmasked Estep 
Score: -24455504.000000 Penalty: 3980.992676
	Iteration 54Q: 3 clusters Score -2.44555e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132593 members 
Mstep: Class 2 contains 76223 members 
Entering Unmasked Estep 
Score: -24455496.000000 Penalty: 3980.992676
	Iteration 55Q: 3 clusters Score -2.44555e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132594 members 
Mstep: Class 2 contains 76222 members 
Entering Unmasked Estep 
Score: -24455522.000000 Penalty: 3980.992676
	Iteration 56Q: 3 clusters Score -2.445552e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132597 members 
Mstep: Class 2 contains 76219 members 
Entering Unmasked Estep 
Score: -24455548.000000 Penalty: 3980.992676
	Iteration 57Q: 3 clusters Score -2.445555e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132594 members 
Mstep: Class 2 contains 76222 members 
Entering Unmasked Estep 
Score: -24455552.000000 Penalty: 3980.992676
	Iteration 58Q: 3 clusters Score -2.445555e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132579 members 
Mstep: Class 2 contains 76237 members 
Entering Unmasked Estep 
Score: -24455544.000000 Penalty: 3980.992676
	Iteration 59Q: 3 clusters Score -2.445554e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132566 members 
Mstep: Class 2 contains 76250 members 
Entering Unmasked Estep 
Score: -24455532.000000 Penalty: 3980.992676
	Iteration 60F: 3 clusters Score -2.445553e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132561 members 
Mstep: Class 2 contains 76255 members 
Entering Unmasked Estep 
Score: -24455534.000000 Penalty: 3980.992676
	Iteration 61Q: 3 clusters Score -2.445553e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132550 members 
Mstep: Class 2 contains 76266 members 
Entering Unmasked Estep 
Score: -24455530.000000 Penalty: 3980.992676
	Iteration 62Q: 3 clusters Score -2.445553e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132535 members 
Mstep: Class 2 contains 76281 members 
Entering Unmasked Estep 
Score: -24455538.000000 Penalty: 3980.992676
	Iteration 63Q: 3 clusters Score -2.445554e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132535 members 
Mstep: Class 2 contains 76281 members 
Entering Unmasked Estep 
Score: -24455550.000000 Penalty: 3980.992676
	Iteration 64Q: 3 clusters Score -2.445555e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132541 members 
Mstep: Class 2 contains 76275 members 
Entering Unmasked Estep 
Score: -24455542.000000 Penalty: 3980.992676
	Iteration 65Q: 3 clusters Score -2.445554e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132549 members 
Mstep: Class 2 contains 76267 members 
Entering Unmasked Estep 
Score: -24455546.000000 Penalty: 3980.992676
	Iteration 66Q: 3 clusters Score -2.445555e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132548 members 
Mstep: Class 2 contains 76268 members 
Entering Unmasked Estep 
Score: -24455556.000000 Penalty: 3980.992676
	Iteration 67Q: 3 clusters Score -2.445556e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132546 members 
Mstep: Class 2 contains 76270 members 
Entering Unmasked Estep 
Score: -24455568.000000 Penalty: 3980.992676
	Iteration 68Q: 3 clusters Score -2.445557e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132555 members 
Mstep: Class 2 contains 76261 members 
Entering Unmasked Estep 
Score: -24455546.000000 Penalty: 3980.992676
	Iteration 69Q: 3 clusters Score -2.445555e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132572 members 
Mstep: Class 2 contains 76244 members 
Entering Unmasked Estep 
Score: -24455538.000000 Penalty: 3980.992676
	Iteration 70Q: 3 clusters Score -2.445554e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132564 members 
Mstep: Class 2 contains 76252 members 
Entering Unmasked Estep 
Score: -24455530.000000 Penalty: 3980.992676
	Iteration 71Q: 3 clusters Score -2.445553e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132558 members 
Mstep: Class 2 contains 76258 members 
Entering Unmasked Estep 
Score: -24455548.000000 Penalty: 3980.992676
	Iteration 72Q: 3 clusters Score -2.445555e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132557 members 
Mstep: Class 2 contains 76259 members 
Entering Unmasked Estep 
Score: -24455568.000000 Penalty: 3980.992676
	Iteration 73Q: 3 clusters Score -2.445557e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132540 members 
Mstep: Class 2 contains 76276 members 
Entering Unmasked Estep 
Score: -24455560.000000 Penalty: 3980.992676
	Iteration 74Q: 3 clusters Score -2.445556e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132533 members 
Mstep: Class 2 contains 76283 members 
Entering Unmasked Estep 
Score: -24455570.000000 Penalty: 3980.992676
	Iteration 75Q: 3 clusters Score -2.445557e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132532 members 
Mstep: Class 2 contains 76284 members 
Entering Unmasked Estep 
Score: -24455582.000000 Penalty: 3980.992676
	Iteration 76Q: 3 clusters Score -2.445558e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132527 members 
Mstep: Class 2 contains 76289 members 
Entering Unmasked Estep 
Score: -24455568.000000 Penalty: 3980.992676
	Iteration 77Q: 3 clusters Score -2.445557e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132520 members 
Mstep: Class 2 contains 76296 members 
Entering Unmasked Estep 
Score: -24455582.000000 Penalty: 3980.992676
	Iteration 78Q: 3 clusters Score -2.445558e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132516 members 
Mstep: Class 2 contains 76300 members 
Entering Unmasked Estep 
Score: -24455600.000000 Penalty: 3980.992676
	Iteration 79Q: 3 clusters Score -2.44556e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132508 members 
Mstep: Class 2 contains 76308 members 
Entering Unmasked Estep 
Score: -24455590.000000 Penalty: 3980.992676
	Iteration 80F: 3 clusters Score -2.445559e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132505 members 
Mstep: Class 2 contains 76311 members 
Entering Unmasked Estep 
Score: -24455590.000000 Penalty: 3980.992676
	Iteration 81Q: 3 clusters Score -2.445559e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132505 members 
Mstep: Class 2 contains 76311 members 
Entering Unmasked Estep 
Score: -24455570.000000 Penalty: 3980.992676
	Iteration 82Q: 3 clusters Score -2.445557e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132504 members 
Mstep: Class 2 contains 76312 members 
Entering Unmasked Estep 
Score: -24455564.000000 Penalty: 3980.992676
	Iteration 83Q: 3 clusters Score -2.445556e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132503 members 
Mstep: Class 2 contains 76313 members 
Entering Unmasked Estep 
Score: -24455576.000000 Penalty: 3980.992676
	Iteration 84Q: 3 clusters Score -2.445558e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132502 members 
Mstep: Class 2 contains 76314 members 
Entering Unmasked Estep 
Score: -24455582.000000 Penalty: 3980.992676
	Iteration 85Q: 3 clusters Score -2.445558e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132502 members 
Mstep: Class 2 contains 76314 members 
Entering Unmasked Estep 
Score: -24455582.000000 Penalty: 3980.992676
	Iteration 86F: 3 clusters Score -2.445558e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 156025 members 
Mstep: Class 2 contains 93346 members 
Mstep: Class 3 contains 2951 members 
Mstep: Class 4 contains 7047 members 
Mstep: Class 5 contains 159980 members 
Mstep: Class 6 contains 22710 members 
Mstep: Class 7 contains 597 members 
Mstep: Class 8 contains 95723 members 
Mstep: Class 9 contains 188491 members 
Mstep: Class 10 contains 113851 members 
Mstep: Class 11 contains 2887 members 
Mstep: Class 12 contains 5473 members 
Mstep: Class 13 contains 687 members 
Mstep: Class 14 contains 1573 members 
Mstep: Class 15 contains 132502 members 
Mstep: Class 16 contains 127394 members 
Mstep: Class 17 contains 106241 members 
Mstep: Class 18 contains 40292 members 
Mstep: Class 19 contains 149193 members 
Mstep: Class 20 contains 1096 members 
Mstep: Class 21 contains 1542 members 
Mstep: Class 22 contains 4101 members 
Mstep: Class 23 contains 748 members 
Mstep: Class 24 contains 125815 members 
Mstep: Class 25 contains 104759 members 
Mstep: Class 26 contains 705 members 
Mstep: Class 27 contains 700 members 
Mstep: Class 28 contains 76314 members 
Entering Unmasked Estep 
Score: -194403936.000000 Penalty: 65335.769531
Splitting cluster 15 changes total score from -194264224.000000 to -194403936.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 16 (127394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127394 members 
Entering Unmasked Estep 
Score: -15112288.000000 Penalty: 1910.193970
	Iteration 0F: 2 clusters Score -1.511229e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63776 members 
Mstep: Class 2 contains 63618 members 
Entering Unmasked Estep 
Score: -15034670.000000 Penalty: 3820.387939
	Iteration 0F: 3 clusters Score -1.503467e+07 nChanged 61493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64289 members 
Mstep: Class 2 contains 63105 members 
Entering Unmasked Estep 
Score: -15072697.000000 Penalty: 3820.387939
	Iteration 1F: 3 clusters Score -1.50727e+07 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64135 members 
Mstep: Class 2 contains 63259 members 
Entering Unmasked Estep 
Score: -15075771.000000 Penalty: 3820.387939
	Iteration 2Q: 3 clusters Score -1.507577e+07 nChanged 7051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63470 members 
Mstep: Class 2 contains 63924 members 
Entering Unmasked Estep 
Score: -15080204.000000 Penalty: 3820.387939
	Iteration 3F: 3 clusters Score -1.50802e+07 nChanged 8508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61602 members 
Mstep: Class 2 contains 65792 members 
Entering Unmasked Estep 
Score: -15085864.000000 Penalty: 3820.387939
	Iteration 4F: 3 clusters Score -1.508586e+07 nChanged 9342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58168 members 
Mstep: Class 2 contains 69226 members 
Entering Unmasked Estep 
Score: -15092879.000000 Penalty: 3820.387939
	Iteration 5F: 3 clusters Score -1.509288e+07 nChanged 9422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53630 members 
Mstep: Class 2 contains 73764 members 
Entering Unmasked Estep 
Score: -15100334.000000 Penalty: 3820.387939
	Iteration 6F: 3 clusters Score -1.510033e+07 nChanged 7901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49233 members 
Mstep: Class 2 contains 78161 members 
Entering Unmasked Estep 
Score: -15106621.000000 Penalty: 3820.387939
	Iteration 7F: 3 clusters Score -1.510662e+07 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45809 members 
Mstep: Class 2 contains 81585 members 
Entering Unmasked Estep 
Score: -15109504.000000 Penalty: 3820.387939
	Iteration 8Q: 3 clusters Score -1.51095e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42971 members 
Mstep: Class 2 contains 84423 members 
Entering Unmasked Estep 
Score: -15110966.000000 Penalty: 3820.387939
	Iteration 9Q: 3 clusters Score -1.511097e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40138 members 
Mstep: Class 2 contains 87256 members 
Entering Unmasked Estep 
Score: -15112083.000000 Penalty: 3820.387939
	Iteration 10Q: 3 clusters Score -1.511208e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37476 members 
Mstep: Class 2 contains 89918 members 
Entering Unmasked Estep 
Score: -15112711.000000 Penalty: 3820.387939
	Iteration 11Q: 3 clusters Score -1.511271e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34869 members 
Mstep: Class 2 contains 92525 members 
Entering Unmasked Estep 
Score: -15113403.000000 Penalty: 3820.387939
	Iteration 12Q: 3 clusters Score -1.51134e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32337 members 
Mstep: Class 2 contains 95057 members 
Entering Unmasked Estep 
Score: -15114022.000000 Penalty: 3820.387939
	Iteration 13Q: 3 clusters Score -1.511402e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 97504 members 
Entering Unmasked Estep 
Score: -15114371.000000 Penalty: 3820.387939
	Iteration 14Q: 3 clusters Score -1.511437e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 99738 members 
Entering Unmasked Estep 
Score: -15114754.000000 Penalty: 3820.387939
	Iteration 15Q: 3 clusters Score -1.511475e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 101756 members 
Entering Unmasked Estep 
Score: -15115026.000000 Penalty: 3820.387939
	Iteration 16Q: 3 clusters Score -1.511503e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 103625 members 
Entering Unmasked Estep 
Score: -15115221.000000 Penalty: 3820.387939
	Iteration 17Q: 3 clusters Score -1.511522e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 105289 members 
Entering Unmasked Estep 
Score: -15115457.000000 Penalty: 3820.387939
	Iteration 18Q: 3 clusters Score -1.511546e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 106798 members 
Entering Unmasked Estep 
Score: -15115572.000000 Penalty: 3820.387939
	Iteration 19Q: 3 clusters Score -1.511557e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 108128 members 
Entering Unmasked Estep 
Score: -15115698.000000 Penalty: 3820.387939
	Iteration 20F: 3 clusters Score -1.51157e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 109346 members 
Entering Unmasked Estep 
Score: -15115770.000000 Penalty: 3820.387939
	Iteration 21Q: 3 clusters Score -1.511577e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 110482 members 
Entering Unmasked Estep 
Score: -15115864.000000 Penalty: 3820.387939
	Iteration 22Q: 3 clusters Score -1.511586e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 111507 members 
Entering Unmasked Estep 
Score: -15115986.000000 Penalty: 3820.387939
	Iteration 23Q: 3 clusters Score -1.511599e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 112388 members 
Entering Unmasked Estep 
Score: -15116139.000000 Penalty: 3820.387939
	Iteration 24Q: 3 clusters Score -1.511614e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 113186 members 
Entering Unmasked Estep 
Score: -15116323.000000 Penalty: 3820.387939
	Iteration 25Q: 3 clusters Score -1.511632e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 113925 members 
Entering Unmasked Estep 
Score: -15116739.000000 Penalty: 3820.387939
	Iteration 26Q: 3 clusters Score -1.511674e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 114619 members 
Entering Unmasked Estep 
Score: -15117274.000000 Penalty: 3820.387939
	Iteration 27Q: 3 clusters Score -1.511727e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 115170 members 
Entering Unmasked Estep 
Score: -15117798.000000 Penalty: 3820.387939
	Iteration 28Q: 3 clusters Score -1.51178e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 115587 members 
Entering Unmasked Estep 
Score: -15118071.000000 Penalty: 3820.387939
	Iteration 29Q: 3 clusters Score -1.511807e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 115868 members 
Entering Unmasked Estep 
Score: -15118296.000000 Penalty: 3820.387939
	Iteration 30Q: 3 clusters Score -1.51183e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 116040 members 
Entering Unmasked Estep 
Score: -15118378.000000 Penalty: 3820.387939
	Iteration 31Q: 3 clusters Score -1.511838e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 116138 members 
Entering Unmasked Estep 
Score: -15118429.000000 Penalty: 3820.387939
	Iteration 32Q: 3 clusters Score -1.511843e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 116223 members 
Entering Unmasked Estep 
Score: -15118463.000000 Penalty: 3820.387939
	Iteration 33Q: 3 clusters Score -1.511846e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 116296 members 
Entering Unmasked Estep 
Score: -15118453.000000 Penalty: 3820.387939
	Iteration 34Q: 3 clusters Score -1.511845e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 116352 members 
Entering Unmasked Estep 
Score: -15118454.000000 Penalty: 3820.387939
	Iteration 35Q: 3 clusters Score -1.511845e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 116393 members 
Entering Unmasked Estep 
Score: -15118460.000000 Penalty: 3820.387939
	Iteration 36Q: 3 clusters Score -1.511846e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 116416 members 
Entering Unmasked Estep 
Score: -15118464.000000 Penalty: 3820.387939
	Iteration 37Q: 3 clusters Score -1.511846e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 116424 members 
Entering Unmasked Estep 
Score: -15118494.000000 Penalty: 3820.387939
	Iteration 38Q: 3 clusters Score -1.511849e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 116429 members 
Entering Unmasked Estep 
Score: -15118523.000000 Penalty: 3820.387939
	Iteration 39Q: 3 clusters Score -1.511852e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 116440 members 
Entering Unmasked Estep 
Score: -15118529.000000 Penalty: 3820.387939
	Iteration 40F: 3 clusters Score -1.511853e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 116445 members 
Entering Unmasked Estep 
Score: -15118532.000000 Penalty: 3820.387939
	Iteration 41Q: 3 clusters Score -1.511853e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 116458 members 
Entering Unmasked Estep 
Score: -15118507.000000 Penalty: 3820.387939
	Iteration 42Q: 3 clusters Score -1.511851e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 116462 members 
Entering Unmasked Estep 
Score: -15118516.000000 Penalty: 3820.387939
	Iteration 43Q: 3 clusters Score -1.511852e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 116471 members 
Entering Unmasked Estep 
Score: -15118516.000000 Penalty: 3820.387939
	Iteration 44Q: 3 clusters Score -1.511852e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 116476 members 
Entering Unmasked Estep 
Score: -15118509.000000 Penalty: 3820.387939
	Iteration 45Q: 3 clusters Score -1.511851e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 116476 members 
Entering Unmasked Estep 
Score: -15118522.000000 Penalty: 3820.387939
	Iteration 46Q: 3 clusters Score -1.511852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 116478 members 
Entering Unmasked Estep 
Score: -15118516.000000 Penalty: 3820.387939
	Iteration 47Q: 3 clusters Score -1.511852e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 116481 members 
Entering Unmasked Estep 
Score: -15118513.000000 Penalty: 3820.387939
	Iteration 48Q: 3 clusters Score -1.511851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 116484 members 
Entering Unmasked Estep 
Score: -15118514.000000 Penalty: 3820.387939
	Iteration 49Q: 3 clusters Score -1.511851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 116488 members 
Entering Unmasked Estep 
Score: -15118513.000000 Penalty: 3820.387939
	Iteration 50Q: 3 clusters Score -1.511851e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 116491 members 
Entering Unmasked Estep 
Score: -15118521.000000 Penalty: 3820.387939
	Iteration 51Q: 3 clusters Score -1.511852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 116493 members 
Entering Unmasked Estep 
Score: -15118516.000000 Penalty: 3820.387939
	Iteration 52Q: 3 clusters Score -1.511852e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 116493 members 
Entering Unmasked Estep 
Score: -15118516.000000 Penalty: 3820.387939
	Iteration 53F: 3 clusters Score -1.511852e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 156025 members 
Mstep: Class 2 contains 93346 members 
Mstep: Class 3 contains 2951 members 
Mstep: Class 4 contains 7047 members 
Mstep: Class 5 contains 159980 members 
Mstep: Class 6 contains 22710 members 
Mstep: Class 7 contains 597 members 
Mstep: Class 8 contains 95723 members 
Mstep: Class 9 contains 188491 members 
Mstep: Class 10 contains 113851 members 
Mstep: Class 11 contains 2887 members 
Mstep: Class 12 contains 5473 members 
Mstep: Class 13 contains 687 members 
Mstep: Class 14 contains 1573 members 
Mstep: Class 15 contains 132502 members 
Mstep: Class 16 contains 10901 members 
Mstep: Class 17 contains 106241 members 
Mstep: Class 18 contains 40292 members 
Mstep: Class 19 contains 149193 members 
Mstep: Class 20 contains 1096 members 
Mstep: Class 21 contains 1542 members 
Mstep: Class 22 contains 4101 members 
Mstep: Class 23 contains 748 members 
Mstep: Class 24 contains 125815 members 
Mstep: Class 25 contains 104759 members 
Mstep: Class 26 contains 705 members 
Mstep: Class 27 contains 700 members 
Mstep: Class 28 contains 76314 members 
Mstep: Class 29 contains 116493 members 
Entering Unmasked Estep 
Score: -194411856.000000 Penalty: 67669.187500
Splitting cluster 16 changes total score from -194264224.000000 to -194411856.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 17 (106241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106241 members 
Entering Unmasked Estep 
Score: -12181947.000000 Penalty: 1880.688110
	Iteration 0F: 2 clusters Score -1.218195e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53174 members 
Mstep: Class 2 contains 53067 members 
Entering Unmasked Estep 
Score: -12112594.000000 Penalty: 3761.376221
	Iteration 0F: 3 clusters Score -1.211259e+07 nChanged 51067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54203 members 
Mstep: Class 2 contains 52038 members 
Entering Unmasked Estep 
Score: -12143092.000000 Penalty: 3761.376221
	Iteration 1F: 3 clusters Score -1.214309e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55172 members 
Mstep: Class 2 contains 51069 members 
Entering Unmasked Estep 
Score: -12145356.000000 Penalty: 3761.376221
	Iteration 2Q: 3 clusters Score -1.214536e+07 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56312 members 
Mstep: Class 2 contains 49929 members 
Entering Unmasked Estep 
Score: -12148807.000000 Penalty: 3761.376221
	Iteration 3F: 3 clusters Score -1.214881e+07 nChanged 6665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57093 members 
Mstep: Class 2 contains 49148 members 
Entering Unmasked Estep 
Score: -12152779.000000 Penalty: 3761.376221
	Iteration 4F: 3 clusters Score -1.215278e+07 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57011 members 
Mstep: Class 2 contains 49230 members 
Entering Unmasked Estep 
Score: -12157218.000000 Penalty: 3761.376221
	Iteration 5F: 3 clusters Score -1.215722e+07 nChanged 7121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55922 members 
Mstep: Class 2 contains 50319 members 
Entering Unmasked Estep 
Score: -12161904.000000 Penalty: 3761.376221
	Iteration 6F: 3 clusters Score -1.21619e+07 nChanged 6765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53905 members 
Mstep: Class 2 contains 52336 members 
Entering Unmasked Estep 
Score: -12166420.000000 Penalty: 3761.376221
	Iteration 7F: 3 clusters Score -1.216642e+07 nChanged 6290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51299 members 
Mstep: Class 2 contains 54942 members 
Entering Unmasked Estep 
Score: -12170382.000000 Penalty: 3761.376221
	Iteration 8F: 3 clusters Score -1.217038e+07 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48484 members 
Mstep: Class 2 contains 57757 members 
Entering Unmasked Estep 
Score: -12173743.000000 Penalty: 3761.376221
	Iteration 9F: 3 clusters Score -1.217374e+07 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45798 members 
Mstep: Class 2 contains 60443 members 
Entering Unmasked Estep 
Score: -12176629.000000 Penalty: 3761.376221
	Iteration 10Q: 3 clusters Score -1.217663e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43277 members 
Mstep: Class 2 contains 62964 members 
Entering Unmasked Estep 
Score: -12178785.000000 Penalty: 3761.376221
	Iteration 11Q: 3 clusters Score -1.217878e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41002 members 
Mstep: Class 2 contains 65239 members 
Entering Unmasked Estep 
Score: -12180222.000000 Penalty: 3761.376221
	Iteration 12Q: 3 clusters Score -1.218022e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39027 members 
Mstep: Class 2 contains 67214 members 
Entering Unmasked Estep 
Score: -12181423.000000 Penalty: 3761.376221
	Iteration 13Q: 3 clusters Score -1.218142e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37185 members 
Mstep: Class 2 contains 69056 members 
Entering Unmasked Estep 
Score: -12182324.000000 Penalty: 3761.376221
	Iteration 14Q: 3 clusters Score -1.218232e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35406 members 
Mstep: Class 2 contains 70835 members 
Entering Unmasked Estep 
Score: -12183033.000000 Penalty: 3761.376221
	Iteration 15Q: 3 clusters Score -1.218303e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33749 members 
Mstep: Class 2 contains 72492 members 
Entering Unmasked Estep 
Score: -12183639.000000 Penalty: 3761.376221
	Iteration 16Q: 3 clusters Score -1.218364e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 74091 members 
Entering Unmasked Estep 
Score: -12184200.000000 Penalty: 3761.376221
	Iteration 17Q: 3 clusters Score -1.21842e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30588 members 
Mstep: Class 2 contains 75653 members 
Entering Unmasked Estep 
Score: -12184700.000000 Penalty: 3761.376221
	Iteration 18Q: 3 clusters Score -1.21847e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 77155 members 
Entering Unmasked Estep 
Score: -12185246.000000 Penalty: 3761.376221
	Iteration 19Q: 3 clusters Score -1.218525e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 78631 members 
Entering Unmasked Estep 
Score: -12185792.000000 Penalty: 3761.376221
	Iteration 20F: 3 clusters Score -1.218579e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 80058 members 
Entering Unmasked Estep 
Score: -12186320.000000 Penalty: 3761.376221
	Iteration 21Q: 3 clusters Score -1.218632e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 81430 members 
Entering Unmasked Estep 
Score: -12186792.000000 Penalty: 3761.376221
	Iteration 22Q: 3 clusters Score -1.218679e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 82736 members 
Entering Unmasked Estep 
Score: -12187160.000000 Penalty: 3761.376221
	Iteration 23Q: 3 clusters Score -1.218716e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 83937 members 
Entering Unmasked Estep 
Score: -12187623.000000 Penalty: 3761.376221
	Iteration 24Q: 3 clusters Score -1.218762e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 85060 members 
Entering Unmasked Estep 
Score: -12187903.000000 Penalty: 3761.376221
	Iteration 25Q: 3 clusters Score -1.21879e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 86066 members 
Entering Unmasked Estep 
Score: -12188179.000000 Penalty: 3761.376221
	Iteration 26Q: 3 clusters Score -1.218818e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 86989 members 
Entering Unmasked Estep 
Score: -12188400.000000 Penalty: 3761.376221
	Iteration 27Q: 3 clusters Score -1.21884e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 87792 members 
Entering Unmasked Estep 
Score: -12188516.000000 Penalty: 3761.376221
	Iteration 28Q: 3 clusters Score -1.218852e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 88471 members 
Entering Unmasked Estep 
Score: -12188651.000000 Penalty: 3761.376221
	Iteration 29Q: 3 clusters Score -1.218865e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 89054 members 
Entering Unmasked Estep 
Score: -12188810.000000 Penalty: 3761.376221
	Iteration 30Q: 3 clusters Score -1.218881e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 89524 members 
Entering Unmasked Estep 
Score: -12188891.000000 Penalty: 3761.376221
	Iteration 31Q: 3 clusters Score -1.218889e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 89953 members 
Entering Unmasked Estep 
Score: -12188919.000000 Penalty: 3761.376221
	Iteration 32Q: 3 clusters Score -1.218892e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 90316 members 
Entering Unmasked Estep 
Score: -12188984.000000 Penalty: 3761.376221
	Iteration 33Q: 3 clusters Score -1.218898e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 90627 members 
Entering Unmasked Estep 
Score: -12189023.000000 Penalty: 3761.376221
	Iteration 34Q: 3 clusters Score -1.218902e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 90895 members 
Entering Unmasked Estep 
Score: -12188995.000000 Penalty: 3761.376221
	Iteration 35Q: 3 clusters Score -1.2189e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 91113 members 
Entering Unmasked Estep 
Score: -12189012.000000 Penalty: 3761.376221
	Iteration 36Q: 3 clusters Score -1.218901e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 91348 members 
Entering Unmasked Estep 
Score: -12189087.000000 Penalty: 3761.376221
	Iteration 37Q: 3 clusters Score -1.218909e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 91532 members 
Entering Unmasked Estep 
Score: -12189070.000000 Penalty: 3761.376221
	Iteration 38Q: 3 clusters Score -1.218907e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 91695 members 
Entering Unmasked Estep 
Score: -12189128.000000 Penalty: 3761.376221
	Iteration 39Q: 3 clusters Score -1.218913e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 91860 members 
Entering Unmasked Estep 
Score: -12189139.000000 Penalty: 3761.376221
	Iteration 40F: 3 clusters Score -1.218914e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 92012 members 
Entering Unmasked Estep 
Score: -12189127.000000 Penalty: 3761.376221
	Iteration 41Q: 3 clusters Score -1.218913e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 92137 members 
Entering Unmasked Estep 
Score: -12189088.000000 Penalty: 3761.376221
	Iteration 42Q: 3 clusters Score -1.218909e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 92240 members 
Entering Unmasked Estep 
Score: -12189084.000000 Penalty: 3761.376221
	Iteration 43Q: 3 clusters Score -1.218908e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 92336 members 
Entering Unmasked Estep 
Score: -12189085.000000 Penalty: 3761.376221
	Iteration 44Q: 3 clusters Score -1.218908e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 92424 members 
Entering Unmasked Estep 
Score: -12189093.000000 Penalty: 3761.376221
	Iteration 45Q: 3 clusters Score -1.218909e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 92494 members 
Entering Unmasked Estep 
Score: -12189101.000000 Penalty: 3761.376221
	Iteration 46Q: 3 clusters Score -1.21891e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 92550 members 
Entering Unmasked Estep 
Score: -12189085.000000 Penalty: 3761.376221
	Iteration 47Q: 3 clusters Score -1.218908e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 92604 members 
Entering Unmasked Estep 
Score: -12189115.000000 Penalty: 3761.376221
	Iteration 48Q: 3 clusters Score -1.218912e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 92657 members 
Entering Unmasked Estep 
Score: -12189107.000000 Penalty: 3761.376221
	Iteration 49Q: 3 clusters Score -1.218911e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 92698 members 
Entering Unmasked Estep 
Score: -12189083.000000 Penalty: 3761.376221
	Iteration 50Q: 3 clusters Score -1.218908e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 92739 members 
Entering Unmasked Estep 
Score: -12189095.000000 Penalty: 3761.376221
	Iteration 51Q: 3 clusters Score -1.21891e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 92763 members 
Entering Unmasked Estep 
Score: -12189116.000000 Penalty: 3761.376221
	Iteration 52Q: 3 clusters Score -1.218912e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 92784 members 
Entering Unmasked Estep 
Score: -12189129.000000 Penalty: 3761.376221
	Iteration 53Q: 3 clusters Score -1.218913e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 92806 members 
Entering Unmasked Estep 
Score: -12189134.000000 Penalty: 3761.376221
	Iteration 54Q: 3 clusters Score -1.218913e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 92824 members 
Entering Unmasked Estep 
Score: -12189134.000000 Penalty: 3761.376221
	Iteration 55Q: 3 clusters Score -1.218913e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 92838 members 
Entering Unmasked Estep 
Score: -12189143.000000 Penalty: 3761.376221
	Iteration 56Q: 3 clusters Score -1.218914e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 92852 members 
Entering Unmasked Estep 
Score: -12189133.000000 Penalty: 3761.376221
	Iteration 57Q: 3 clusters Score -1.218913e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 92864 members 
Entering Unmasked Estep 
Score: -12189135.000000 Penalty: 3761.376221
	Iteration 58Q: 3 clusters Score -1.218914e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 92878 members 
Entering Unmasked Estep 
Score: -12189142.000000 Penalty: 3761.376221
	Iteration 59Q: 3 clusters Score -1.218914e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 92887 members 
Entering Unmasked Estep 
Score: -12189141.000000 Penalty: 3761.376221
	Iteration 60F: 3 clusters Score -1.218914e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 92894 members 
Entering Unmasked Estep 
Score: -12189135.000000 Penalty: 3761.376221
	Iteration 61Q: 3 clusters Score -1.218914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 92897 members 
Entering Unmasked Estep 
Score: -12189134.000000 Penalty: 3761.376221
	Iteration 62Q: 3 clusters Score -1.218913e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 92902 members 
Entering Unmasked Estep 
Score: -12189131.000000 Penalty: 3761.376221
	Iteration 63Q: 3 clusters Score -1.218913e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 92910 members 
Entering Unmasked Estep 
Score: -12189135.000000 Penalty: 3761.376221
	Iteration 64Q: 3 clusters Score -1.218914e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 92914 members 
Entering Unmasked Estep 
Score: -12189132.000000 Penalty: 3761.376221
	Iteration 65Q: 3 clusters Score -1.218913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 92916 members 
Entering Unmasked Estep 
Score: -12189131.000000 Penalty: 3761.376221
	Iteration 66Q: 3 clusters Score -1.218913e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 92917 members 
Entering Unmasked Estep 
Score: -12189133.000000 Penalty: 3761.376221
	Iteration 67Q: 3 clusters Score -1.218913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 92919 members 
Entering Unmasked Estep 
Score: -12189127.000000 Penalty: 3761.376221
	Iteration 68Q: 3 clusters Score -1.218913e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 92919 members 
Entering Unmasked Estep 
Score: -12189127.000000 Penalty: 3761.376221
	Iteration 69F: 3 clusters Score -1.218913e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 156025 members 
Mstep: Class 2 contains 93346 members 
Mstep: Class 3 contains 2951 members 
Mstep: Class 4 contains 7047 members 
Mstep: Class 5 contains 159980 members 
Mstep: Class 6 contains 22710 members 
Mstep: Class 7 contains 597 members 
Mstep: Class 8 contains 95723 members 
Mstep: Class 9 contains 188491 members 
Mstep: Class 10 contains 113851 members 
Mstep: Class 11 contains 2887 members 
Mstep: Class 12 contains 5473 members 
Mstep: Class 13 contains 687 members 
Mstep: Class 14 contains 1573 members 
Mstep: Class 15 contains 132502 members 
Mstep: Class 16 contains 10901 members 
Mstep: Class 17 contains 13322 members 
Mstep: Class 18 contains 40292 members 
Mstep: Class 19 contains 149193 members 
Mstep: Class 20 contains 1096 members 
Mstep: Class 21 contains 1542 members 
Mstep: Class 22 contains 4101 members 
Mstep: Class 23 contains 748 members 
Mstep: Class 24 contains 125815 members 
Mstep: Class 25 contains 104759 members 
Mstep: Class 26 contains 705 members 
Mstep: Class 27 contains 700 members 
Mstep: Class 28 contains 76314 members 
Mstep: Class 29 contains 116493 members 
Mstep: Class 30 contains 92919 members 
Entering Unmasked Estep 
Score: -194418672.000000 Penalty: 70002.609375
Splitting cluster 17 changes total score from -194264224.000000 to -194418672.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 18 (40292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40292 members 
Entering Unmasked Estep 
Score: -4405056.500000 Penalty: 1723.135132
	Iteration 0F: 2 clusters Score -4405056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -4378134.000000 Penalty: 3446.270264
	Iteration 0F: 3 clusters Score -4378134 nChanged 18832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -4389170.500000 Penalty: 3446.270264
	Iteration 1F: 3 clusters Score -4389170 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -4389991.500000 Penalty: 3446.270264
	Iteration 2F: 3 clusters Score -4389992 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -4391091.500000 Penalty: 3446.270264
	Iteration 3F: 3 clusters Score -4391092 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
Score: -4392630.000000 Penalty: 3446.270264
	Iteration 4F: 3 clusters Score -4392630 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 29907 members 
Entering Unmasked Estep 
Score: -4394672.500000 Penalty: 3446.270264
	Iteration 5F: 3 clusters Score -4394672 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 32722 members 
Entering Unmasked Estep 
Score: -4397004.500000 Penalty: 3446.270264
	Iteration 6F: 3 clusters Score -4397004 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 35250 members 
Entering Unmasked Estep 
Score: -4399168.500000 Penalty: 3446.270264
	Iteration 7F: 3 clusters Score -4399168 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -4400900.000000 Penalty: 3446.270264
	Iteration 8Q: 3 clusters Score -4400900 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 38526 members 
Entering Unmasked Estep 
Score: -4402076.000000 Penalty: 3446.270264
	Iteration 9Q: 3 clusters Score -4402076 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
Score: -4402826.500000 Penalty: 3446.270264
	Iteration 10Q: 3 clusters Score -4402826 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 39689 members 
Entering Unmasked Estep 
Score: -4403205.000000 Penalty: 3446.270264
	Iteration 11Q: 3 clusters Score -4403205 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -4403382.500000 Penalty: 3446.270264
	Iteration 12Q: 3 clusters Score -4403382 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 39941 members 
Entering Unmasked Estep 
Score: -4403479.000000 Penalty: 3446.270264
	Iteration 13Q: 3 clusters Score -4403479 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 39968 members 
Entering Unmasked Estep 
Score: -4403532.000000 Penalty: 3446.270264
	Iteration 14Q: 3 clusters Score -4403532 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 39988 members 
Entering Unmasked Estep 
Score: -4403581.500000 Penalty: 3446.270264
	Iteration 15Q: 3 clusters Score -4403582 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 39998 members 
Entering Unmasked Estep 
Score: -4403607.000000 Penalty: 3446.270264
	Iteration 16Q: 3 clusters Score -4403607 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
Score: -4403620.500000 Penalty: 3446.270264
	Iteration 17Q: 3 clusters Score -4403620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 40002 members 
Entering Unmasked Estep 
Score: -4403634.500000 Penalty: 3446.270264
	Iteration 18Q: 3 clusters Score -4403634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 40007 members 
Entering Unmasked Estep 
Score: -4403647.000000 Penalty: 3446.270264
	Iteration 19Q: 3 clusters Score -4403647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 40010 members 
Entering Unmasked Estep 
Score: -4403650.000000 Penalty: 3446.270264
	Iteration 20F: 3 clusters Score -4403650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 40012 members 
Entering Unmasked Estep 
Score: -4403656.000000 Penalty: 3446.270264
	Iteration 21Q: 3 clusters Score -4403656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 40013 members 
Entering Unmasked Estep 
Score: -4403655.500000 Penalty: 3446.270264
	Iteration 22Q: 3 clusters Score -4403656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 40013 members 
Entering Unmasked Estep 
Score: -4403655.500000 Penalty: 3446.270264
	Iteration 23F: 3 clusters Score -4403656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (149193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149193 members 
Entering Unmasked Estep 
Score: -17315978.000000 Penalty: 1935.861938
	Iteration 0F: 2 clusters Score -1.731598e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74232 members 
Mstep: Class 2 contains 74961 members 
Entering Unmasked Estep 
Score: -17232264.000000 Penalty: 3871.723877
	Iteration 0F: 3 clusters Score -1.723226e+07 nChanged 71980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66814 members 
Mstep: Class 2 contains 82379 members 
Entering Unmasked Estep 
Score: -17275430.000000 Penalty: 3871.723877
	Iteration 1F: 3 clusters Score -1.727543e+07 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63500 members 
Mstep: Class 2 contains 85693 members 
Entering Unmasked Estep 
Score: -17277906.000000 Penalty: 3871.723877
	Iteration 2Q: 3 clusters Score -1.727791e+07 nChanged 6771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59151 members 
Mstep: Class 2 contains 90042 members 
Entering Unmasked Estep 
Score: -17281876.000000 Penalty: 3871.723877
	Iteration 3Q: 3 clusters Score -1.728188e+07 nChanged 8100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53893 members 
Mstep: Class 2 contains 95300 members 
Entering Unmasked Estep 
Score: -17287754.000000 Penalty: 3871.723877
	Iteration 4F: 3 clusters Score -1.728775e+07 nChanged 9394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48561 members 
Mstep: Class 2 contains 100632 members 
Entering Unmasked Estep 
Score: -17295220.000000 Penalty: 3871.723877
	Iteration 5F: 3 clusters Score -1.729522e+07 nChanged 10021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44584 members 
Mstep: Class 2 contains 104609 members 
Entering Unmasked Estep 
Score: -17302834.000000 Penalty: 3871.723877
	Iteration 6F: 3 clusters Score -1.730283e+07 nChanged 9005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42891 members 
Mstep: Class 2 contains 106302 members 
Entering Unmasked Estep 
Score: -17308094.000000 Penalty: 3871.723877
	Iteration 7F: 3 clusters Score -1.730809e+07 nChanged 6394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42415 members 
Mstep: Class 2 contains 106778 members 
Entering Unmasked Estep 
Score: -17309958.000000 Penalty: 3871.723877
	Iteration 8Q: 3 clusters Score -1.730996e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42276 members 
Mstep: Class 2 contains 106917 members 
Entering Unmasked Estep 
Score: -17310594.000000 Penalty: 3871.723877
	Iteration 9Q: 3 clusters Score -1.731059e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42161 members 
Mstep: Class 2 contains 107032 members 
Entering Unmasked Estep 
Score: -17310652.000000 Penalty: 3871.723877
	Iteration 10Q: 3 clusters Score -1.731065e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42096 members 
Mstep: Class 2 contains 107097 members 
Entering Unmasked Estep 
Score: -17310706.000000 Penalty: 3871.723877
	Iteration 11Q: 3 clusters Score -1.731071e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42104 members 
Mstep: Class 2 contains 107089 members 
Entering Unmasked Estep 
Score: -17310756.000000 Penalty: 3871.723877
	Iteration 12Q: 3 clusters Score -1.731076e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42185 members 
Mstep: Class 2 contains 107008 members 
Entering Unmasked Estep 
Score: -17310724.000000 Penalty: 3871.723877
	Iteration 13Q: 3 clusters Score -1.731072e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42357 members 
Mstep: Class 2 contains 106836 members 
Entering Unmasked Estep 
Score: -17310750.000000 Penalty: 3871.723877
	Iteration 14Q: 3 clusters Score -1.731075e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 106662 members 
Entering Unmasked Estep 
Score: -17310780.000000 Penalty: 3871.723877
	Iteration 15Q: 3 clusters Score -1.731078e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42732 members 
Mstep: Class 2 contains 106461 members 
Entering Unmasked Estep 
Score: -17310790.000000 Penalty: 3871.723877
	Iteration 16Q: 3 clusters Score -1.731079e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42934 members 
Mstep: Class 2 contains 106259 members 
Entering Unmasked Estep 
Score: -17310850.000000 Penalty: 3871.723877
	Iteration 17Q: 3 clusters Score -1.731085e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43172 members 
Mstep: Class 2 contains 106021 members 
Entering Unmasked Estep 
Score: -17310882.000000 Penalty: 3871.723877
	Iteration 18Q: 3 clusters Score -1.731088e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43414 members 
Mstep: Class 2 contains 105779 members 
Entering Unmasked Estep 
Score: -17310850.000000 Penalty: 3871.723877
	Iteration 19Q: 3 clusters Score -1.731085e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43671 members 
Mstep: Class 2 contains 105522 members 
Entering Unmasked Estep 
Score: -17310870.000000 Penalty: 3871.723877
	Iteration 20F: 3 clusters Score -1.731087e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43917 members 
Mstep: Class 2 contains 105276 members 
Entering Unmasked Estep 
Score: -17310920.000000 Penalty: 3871.723877
	Iteration 21Q: 3 clusters Score -1.731092e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44167 members 
Mstep: Class 2 contains 105026 members 
Entering Unmasked Estep 
Score: -17311010.000000 Penalty: 3871.723877
	Iteration 22Q: 3 clusters Score -1.731101e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44431 members 
Mstep: Class 2 contains 104762 members 
Entering Unmasked Estep 
Score: -17311018.000000 Penalty: 3871.723877
	Iteration 23Q: 3 clusters Score -1.731102e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44714 members 
Mstep: Class 2 contains 104479 members 
Entering Unmasked Estep 
Score: -17311050.000000 Penalty: 3871.723877
	Iteration 24Q: 3 clusters Score -1.731105e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45030 members 
Mstep: Class 2 contains 104163 members 
Entering Unmasked Estep 
Score: -17311092.000000 Penalty: 3871.723877
	Iteration 25Q: 3 clusters Score -1.731109e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45321 members 
Mstep: Class 2 contains 103872 members 
Entering Unmasked Estep 
Score: -17311082.000000 Penalty: 3871.723877
	Iteration 26Q: 3 clusters Score -1.731108e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45587 members 
Mstep: Class 2 contains 103606 members 
Entering Unmasked Estep 
Score: -17311108.000000 Penalty: 3871.723877
	Iteration 27Q: 3 clusters Score -1.731111e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45884 members 
Mstep: Class 2 contains 103309 members 
Entering Unmasked Estep 
Score: -17311084.000000 Penalty: 3871.723877
	Iteration 28Q: 3 clusters Score -1.731108e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46156 members 
Mstep: Class 2 contains 103037 members 
Entering Unmasked Estep 
Score: -17311108.000000 Penalty: 3871.723877
	Iteration 29Q: 3 clusters Score -1.731111e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46454 members 
Mstep: Class 2 contains 102739 members 
Entering Unmasked Estep 
Score: -17311168.000000 Penalty: 3871.723877
	Iteration 30Q: 3 clusters Score -1.731117e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46789 members 
Mstep: Class 2 contains 102404 members 
Entering Unmasked Estep 
Score: -17311202.000000 Penalty: 3871.723877
	Iteration 31Q: 3 clusters Score -1.73112e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47165 members 
Mstep: Class 2 contains 102028 members 
Entering Unmasked Estep 
Score: -17311252.000000 Penalty: 3871.723877
	Iteration 32Q: 3 clusters Score -1.731125e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47588 members 
Mstep: Class 2 contains 101605 members 
Entering Unmasked Estep 
Score: -17311246.000000 Penalty: 3871.723877
	Iteration 33Q: 3 clusters Score -1.731125e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48013 members 
Mstep: Class 2 contains 101180 members 
Entering Unmasked Estep 
Score: -17311288.000000 Penalty: 3871.723877
	Iteration 34Q: 3 clusters Score -1.731129e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48426 members 
Mstep: Class 2 contains 100767 members 
Entering Unmasked Estep 
Score: -17311296.000000 Penalty: 3871.723877
	Iteration 35Q: 3 clusters Score -1.73113e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48829 members 
Mstep: Class 2 contains 100364 members 
Entering Unmasked Estep 
Score: -17311408.000000 Penalty: 3871.723877
	Iteration 36Q: 3 clusters Score -1.731141e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49259 members 
Mstep: Class 2 contains 99934 members 
Entering Unmasked Estep 
Score: -17311478.000000 Penalty: 3871.723877
	Iteration 37Q: 3 clusters Score -1.731148e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49699 members 
Mstep: Class 2 contains 99494 members 
Entering Unmasked Estep 
Score: -17311600.000000 Penalty: 3871.723877
	Iteration 38Q: 3 clusters Score -1.73116e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50162 members 
Mstep: Class 2 contains 99031 members 
Entering Unmasked Estep 
Score: -17311634.000000 Penalty: 3871.723877
	Iteration 39Q: 3 clusters Score -1.731163e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50612 members 
Mstep: Class 2 contains 98581 members 
Entering Unmasked Estep 
Score: -17311638.000000 Penalty: 3871.723877
	Iteration 40F: 3 clusters Score -1.731164e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51107 members 
Mstep: Class 2 contains 98086 members 
Entering Unmasked Estep 
Score: -17311730.000000 Penalty: 3871.723877
	Iteration 41Q: 3 clusters Score -1.731173e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51600 members 
Mstep: Class 2 contains 97593 members 
Entering Unmasked Estep 
Score: -17311774.000000 Penalty: 3871.723877
	Iteration 42Q: 3 clusters Score -1.731177e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52132 members 
Mstep: Class 2 contains 97061 members 
Entering Unmasked Estep 
Score: -17311866.000000 Penalty: 3871.723877
	Iteration 43Q: 3 clusters Score -1.731187e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52660 members 
Mstep: Class 2 contains 96533 members 
Entering Unmasked Estep 
Score: -17311916.000000 Penalty: 3871.723877
	Iteration 44Q: 3 clusters Score -1.731192e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53241 members 
Mstep: Class 2 contains 95952 members 
Entering Unmasked Estep 
Score: -17312032.000000 Penalty: 3871.723877
	Iteration 45Q: 3 clusters Score -1.731203e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53867 members 
Mstep: Class 2 contains 95326 members 
Entering Unmasked Estep 
Score: -17312060.000000 Penalty: 3871.723877
	Iteration 46Q: 3 clusters Score -1.731206e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54593 members 
Mstep: Class 2 contains 94600 members 
Entering Unmasked Estep 
Score: -17312148.000000 Penalty: 3871.723877
	Iteration 47Q: 3 clusters Score -1.731215e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55417 members 
Mstep: Class 2 contains 93776 members 
Entering Unmasked Estep 
Score: -17312192.000000 Penalty: 3871.723877
	Iteration 48Q: 3 clusters Score -1.731219e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56296 members 
Mstep: Class 2 contains 92897 members 
Entering Unmasked Estep 
Score: -17312262.000000 Penalty: 3871.723877
	Iteration 49Q: 3 clusters Score -1.731226e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57347 members 
Mstep: Class 2 contains 91846 members 
Entering Unmasked Estep 
Score: -17312288.000000 Penalty: 3871.723877
	Iteration 50Q: 3 clusters Score -1.731229e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58493 members 
Mstep: Class 2 contains 90700 members 
Entering Unmasked Estep 
Score: -17312372.000000 Penalty: 3871.723877
	Iteration 51Q: 3 clusters Score -1.731237e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59740 members 
Mstep: Class 2 contains 89453 members 
Entering Unmasked Estep 
Score: -17312452.000000 Penalty: 3871.723877
	Iteration 52Q: 3 clusters Score -1.731245e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61131 members 
Mstep: Class 2 contains 88062 members 
Entering Unmasked Estep 
Score: -17312634.000000 Penalty: 3871.723877
	Iteration 53Q: 3 clusters Score -1.731263e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62751 members 
Mstep: Class 2 contains 86442 members 
Entering Unmasked Estep 
Score: -17312734.000000 Penalty: 3871.723877
	Iteration 54Q: 3 clusters Score -1.731273e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64583 members 
Mstep: Class 2 contains 84610 members 
Entering Unmasked Estep 
Score: -17312928.000000 Penalty: 3871.723877
	Iteration 55Q: 3 clusters Score -1.731293e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66658 members 
Mstep: Class 2 contains 82535 members 
Entering Unmasked Estep 
Score: -17313090.000000 Penalty: 3871.723877
	Iteration 56Q: 3 clusters Score -1.731309e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68990 members 
Mstep: Class 2 contains 80203 members 
Entering Unmasked Estep 
Score: -17313370.000000 Penalty: 3871.723877
	Iteration 57Q: 3 clusters Score -1.731337e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71700 members 
Mstep: Class 2 contains 77493 members 
Entering Unmasked Estep 
Score: -17313816.000000 Penalty: 3871.723877
	Iteration 58Q: 3 clusters Score -1.731382e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74701 members 
Mstep: Class 2 contains 74492 members 
Entering Unmasked Estep 
Score: -17314398.000000 Penalty: 3871.723877
	Iteration 59Q: 3 clusters Score -1.73144e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78000 members 
Mstep: Class 2 contains 71193 members 
Entering Unmasked Estep 
Score: -17315014.000000 Penalty: 3871.723877
	Iteration 60F: 3 clusters Score -1.731501e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81629 members 
Mstep: Class 2 contains 67564 members 
Entering Unmasked Estep 
Score: -17315810.000000 Penalty: 3871.723877
	Iteration 61Q: 3 clusters Score -1.731581e+07 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85455 members 
Mstep: Class 2 contains 63738 members 
Entering Unmasked Estep 
Score: -17316882.000000 Penalty: 3871.723877
	Iteration 62Q: 3 clusters Score -1.731688e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89052 members 
Mstep: Class 2 contains 60141 members 
Entering Unmasked Estep 
Score: -17318062.000000 Penalty: 3871.723877
	Iteration 63Q: 3 clusters Score -1.731806e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92583 members 
Mstep: Class 2 contains 56610 members 
Entering Unmasked Estep 
Score: -17319192.000000 Penalty: 3871.723877
	Iteration 64Q: 3 clusters Score -1.731919e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96063 members 
Mstep: Class 2 contains 53130 members 
Entering Unmasked Estep 
Score: -17320228.000000 Penalty: 3871.723877
	Iteration 65Q: 3 clusters Score -1.732023e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99254 members 
Mstep: Class 2 contains 49939 members 
Entering Unmasked Estep 
Score: -17320976.000000 Penalty: 3871.723877
	Iteration 66Q: 3 clusters Score -1.732098e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102028 members 
Mstep: Class 2 contains 47165 members 
Entering Unmasked Estep 
Score: -17321676.000000 Penalty: 3871.723877
	Iteration 67Q: 3 clusters Score -1.732168e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104595 members 
Mstep: Class 2 contains 44598 members 
Entering Unmasked Estep 
Score: -17322362.000000 Penalty: 3871.723877
	Iteration 68Q: 3 clusters Score -1.732236e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107208 members 
Mstep: Class 2 contains 41985 members 
Entering Unmasked Estep 
Score: -17322858.000000 Penalty: 3871.723877
	Iteration 69Q: 3 clusters Score -1.732286e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109879 members 
Mstep: Class 2 contains 39314 members 
Entering Unmasked Estep 
Score: -17323088.000000 Penalty: 3871.723877
	Iteration 70Q: 3 clusters Score -1.732309e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112149 members 
Mstep: Class 2 contains 37044 members 
Entering Unmasked Estep 
Score: -17323342.000000 Penalty: 3871.723877
	Iteration 71Q: 3 clusters Score -1.732334e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114363 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -17323416.000000 Penalty: 3871.723877
	Iteration 72Q: 3 clusters Score -1.732342e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116469 members 
Mstep: Class 2 contains 32724 members 
Entering Unmasked Estep 
Score: -17323426.000000 Penalty: 3871.723877
	Iteration 73Q: 3 clusters Score -1.732343e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118503 members 
Mstep: Class 2 contains 30690 members 
Entering Unmasked Estep 
Score: -17323176.000000 Penalty: 3871.723877
	Iteration 74Q: 3 clusters Score -1.732318e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120289 members 
Mstep: Class 2 contains 28904 members 
Entering Unmasked Estep 
Score: -17323186.000000 Penalty: 3871.723877
	Iteration 75Q: 3 clusters Score -1.732319e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121880 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -17322988.000000 Penalty: 3871.723877
	Iteration 76Q: 3 clusters Score -1.732299e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123274 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -17322816.000000 Penalty: 3871.723877
	Iteration 77Q: 3 clusters Score -1.732282e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124568 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -17322744.000000 Penalty: 3871.723877
	Iteration 78Q: 3 clusters Score -1.732274e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125703 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -17322534.000000 Penalty: 3871.723877
	Iteration 79Q: 3 clusters Score -1.732253e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126688 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -17323308.000000 Penalty: 3871.723877
	Iteration 80F: 3 clusters Score -1.732331e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128693 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -17323110.000000 Penalty: 3871.723877
	Iteration 81Q: 3 clusters Score -1.732311e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130370 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -17322800.000000 Penalty: 3871.723877
	Iteration 82Q: 3 clusters Score -1.73228e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131711 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -17322614.000000 Penalty: 3871.723877
	Iteration 83Q: 3 clusters Score -1.732261e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132816 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -17322238.000000 Penalty: 3871.723877
	Iteration 84Q: 3 clusters Score -1.732224e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133834 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -17321902.000000 Penalty: 3871.723877
	Iteration 85Q: 3 clusters Score -1.73219e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134738 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -17321622.000000 Penalty: 3871.723877
	Iteration 86Q: 3 clusters Score -1.732162e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135566 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -17321346.000000 Penalty: 3871.723877
	Iteration 87Q: 3 clusters Score -1.732135e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136263 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -17321048.000000 Penalty: 3871.723877
	Iteration 88Q: 3 clusters Score -1.732105e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136931 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -17320770.000000 Penalty: 3871.723877
	Iteration 89Q: 3 clusters Score -1.732077e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137558 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -17320606.000000 Penalty: 3871.723877
	Iteration 90Q: 3 clusters Score -1.732061e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138097 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -17320456.000000 Penalty: 3871.723877
	Iteration 91Q: 3 clusters Score -1.732046e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138546 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -17320274.000000 Penalty: 3871.723877
	Iteration 92Q: 3 clusters Score -1.732027e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138930 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -17320060.000000 Penalty: 3871.723877
	Iteration 93Q: 3 clusters Score -1.732006e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139272 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -17319924.000000 Penalty: 3871.723877
	Iteration 94Q: 3 clusters Score -1.731992e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139606 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -17319858.000000 Penalty: 3871.723877
	Iteration 95Q: 3 clusters Score -1.731986e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139933 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -17319724.000000 Penalty: 3871.723877
	Iteration 96Q: 3 clusters Score -1.731972e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140225 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -17319684.000000 Penalty: 3871.723877
	Iteration 97Q: 3 clusters Score -1.731968e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140508 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -17319572.000000 Penalty: 3871.723877
	Iteration 98Q: 3 clusters Score -1.731957e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140782 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -17319500.000000 Penalty: 3871.723877
	Iteration 99Q: 3 clusters Score -1.73195e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141035 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -17319470.000000 Penalty: 3871.723877
	Iteration 100F: 3 clusters Score -1.731947e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141264 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -17319392.000000 Penalty: 3871.723877
	Iteration 101Q: 3 clusters Score -1.731939e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141473 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -17319292.000000 Penalty: 3871.723877
	Iteration 102Q: 3 clusters Score -1.731929e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141675 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -17319214.000000 Penalty: 3871.723877
	Iteration 103Q: 3 clusters Score -1.731921e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141836 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -17319164.000000 Penalty: 3871.723877
	Iteration 104Q: 3 clusters Score -1.731916e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141963 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -17319124.000000 Penalty: 3871.723877
	Iteration 105Q: 3 clusters Score -1.731912e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142089 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -17319086.000000 Penalty: 3871.723877
	Iteration 106Q: 3 clusters Score -1.731909e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142215 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -17318996.000000 Penalty: 3871.723877
	Iteration 107Q: 3 clusters Score -1.7319e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142323 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -17318924.000000 Penalty: 3871.723877
	Iteration 108Q: 3 clusters Score -1.731892e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142426 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -17318826.000000 Penalty: 3871.723877
	Iteration 109Q: 3 clusters Score -1.731883e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142525 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -17318770.000000 Penalty: 3871.723877
	Iteration 110Q: 3 clusters Score -1.731877e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142625 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -17318708.000000 Penalty: 3871.723877
	Iteration 111Q: 3 clusters Score -1.731871e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142721 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -17318674.000000 Penalty: 3871.723877
	Iteration 112Q: 3 clusters Score -1.731867e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142811 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -17318622.000000 Penalty: 3871.723877
	Iteration 113Q: 3 clusters Score -1.731862e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142884 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -17318576.000000 Penalty: 3871.723877
	Iteration 114Q: 3 clusters Score -1.731858e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142939 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -17318584.000000 Penalty: 3871.723877
	Iteration 115Q: 3 clusters Score -1.731858e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142995 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -17318576.000000 Penalty: 3871.723877
	Iteration 116Q: 3 clusters Score -1.731858e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143054 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -17318528.000000 Penalty: 3871.723877
	Iteration 117Q: 3 clusters Score -1.731853e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143101 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -17318512.000000 Penalty: 3871.723877
	Iteration 118Q: 3 clusters Score -1.731851e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143138 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -17318488.000000 Penalty: 3871.723877
	Iteration 119Q: 3 clusters Score -1.731849e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143171 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -17318486.000000 Penalty: 3871.723877
	Iteration 120F: 3 clusters Score -1.731849e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143200 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -17318474.000000 Penalty: 3871.723877
	Iteration 121Q: 3 clusters Score -1.731847e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143222 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -17318462.000000 Penalty: 3871.723877
	Iteration 122Q: 3 clusters Score -1.731846e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143243 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -17318452.000000 Penalty: 3871.723877
	Iteration 123Q: 3 clusters Score -1.731845e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143257 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -17318442.000000 Penalty: 3871.723877
	Iteration 124Q: 3 clusters Score -1.731844e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143275 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -17318434.000000 Penalty: 3871.723877
	Iteration 125Q: 3 clusters Score -1.731843e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143282 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -17318440.000000 Penalty: 3871.723877
	Iteration 126Q: 3 clusters Score -1.731844e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143292 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -17318426.000000 Penalty: 3871.723877
	Iteration 127Q: 3 clusters Score -1.731843e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143303 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -17318426.000000 Penalty: 3871.723877
	Iteration 128Q: 3 clusters Score -1.731843e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143318 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -17318428.000000 Penalty: 3871.723877
	Iteration 129Q: 3 clusters Score -1.731843e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143333 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -17318408.000000 Penalty: 3871.723877
	Iteration 130Q: 3 clusters Score -1.731841e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143350 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -17318394.000000 Penalty: 3871.723877
	Iteration 131Q: 3 clusters Score -1.731839e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143364 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -17318398.000000 Penalty: 3871.723877
	Iteration 132Q: 3 clusters Score -1.73184e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143374 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -17318398.000000 Penalty: 3871.723877
	Iteration 133Q: 3 clusters Score -1.73184e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143381 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -17318396.000000 Penalty: 3871.723877
	Iteration 134Q: 3 clusters Score -1.73184e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143388 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -17318394.000000 Penalty: 3871.723877
	Iteration 135Q: 3 clusters Score -1.731839e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143394 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -17318402.000000 Penalty: 3871.723877
	Iteration 136Q: 3 clusters Score -1.73184e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143401 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -17318390.000000 Penalty: 3871.723877
	Iteration 137Q: 3 clusters Score -1.731839e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143406 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -17318386.000000 Penalty: 3871.723877
	Iteration 138Q: 3 clusters Score -1.731839e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143414 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -17318402.000000 Penalty: 3871.723877
	Iteration 139Q: 3 clusters Score -1.73184e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143425 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -17318376.000000 Penalty: 3871.723877
	Iteration 140F: 3 clusters Score -1.731838e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143432 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -17318364.000000 Penalty: 3871.723877
	Iteration 141Q: 3 clusters Score -1.731836e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143436 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -17318372.000000 Penalty: 3871.723877
	Iteration 142Q: 3 clusters Score -1.731837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143438 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -17318370.000000 Penalty: 3871.723877
	Iteration 143Q: 3 clusters Score -1.731837e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143439 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -17318368.000000 Penalty: 3871.723877
	Iteration 144Q: 3 clusters Score -1.731837e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143440 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -17318374.000000 Penalty: 3871.723877
	Iteration 145Q: 3 clusters Score -1.731837e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143441 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -17318370.000000 Penalty: 3871.723877
	Iteration 146Q: 3 clusters Score -1.731837e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143441 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -17318370.000000 Penalty: 3871.723877
	Iteration 147F: 3 clusters Score -1.731837e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 156025 members 
Mstep: Class 2 contains 93346 members 
Mstep: Class 3 contains 2951 members 
Mstep: Class 4 contains 7047 members 
Mstep: Class 5 contains 159980 members 
Mstep: Class 6 contains 22710 members 
Mstep: Class 7 contains 597 members 
Mstep: Class 8 contains 95723 members 
Mstep: Class 9 contains 188491 members 
Mstep: Class 10 contains 113851 members 
Mstep: Class 11 contains 2887 members 
Mstep: Class 12 contains 5473 members 
Mstep: Class 13 contains 687 members 
Mstep: Class 14 contains 1573 members 
Mstep: Class 15 contains 132502 members 
Mstep: Class 16 contains 10901 members 
Mstep: Class 17 contains 13322 members 
Mstep: Class 18 contains 40292 members 
Mstep: Class 19 contains 143441 members 
Mstep: Class 20 contains 1096 members 
Mstep: Class 21 contains 1542 members 
Mstep: Class 22 contains 4101 members 
Mstep: Class 23 contains 748 members 
Mstep: Class 24 contains 125815 members 
Mstep: Class 25 contains 104759 members 
Mstep: Class 26 contains 705 members 
Mstep: Class 27 contains 700 members 
Mstep: Class 28 contains 76314 members 
Mstep: Class 29 contains 116493 members 
Mstep: Class 30 contains 92919 members 
Mstep: Class 31 contains 5752 members 
Entering Unmasked Estep 
Score: -194420480.000000 Penalty: 72336.031250
Splitting cluster 19 changes total score from -194264224.000000 to -194420480.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 20 (1096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Entering Unmasked Estep 
Score: -98632.898438 Penalty: 1137.406128
	Iteration 0F: 2 clusters Score -98632.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -97195.218750 Penalty: 2274.812256
	Iteration 0F: 3 clusters Score -97195.22 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -97769.539062 Penalty: 2274.812256
	Iteration 1F: 3 clusters Score -97769.54 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -98051.742188 Penalty: 2274.812256
	Iteration 2F: 3 clusters Score -98051.74 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -98326.726562 Penalty: 2274.812256
	Iteration 3F: 3 clusters Score -98326.73 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -98571.492188 Penalty: 2274.812256
	Iteration 4F: 3 clusters Score -98571.49 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -98674.789062 Penalty: 2274.812256
	Iteration 5Q: 3 clusters Score -98674.79 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -98721.875000 Penalty: 2274.812256
	Iteration 6Q: 3 clusters Score -98721.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -98767.460938 Penalty: 2274.812256
	Iteration 7Q: 3 clusters Score -98767.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -98818.367188 Penalty: 2274.812256
	Iteration 8Q: 3 clusters Score -98818.37 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -98868.554688 Penalty: 2274.812256
	Iteration 9Q: 3 clusters Score -98868.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -98904.273438 Penalty: 2274.812256
	Iteration 10Q: 3 clusters Score -98904.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -98918.875000 Penalty: 2274.812256
	Iteration 11Q: 3 clusters Score -98918.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -98932.156250 Penalty: 2274.812256
	Iteration 12Q: 3 clusters Score -98932.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -98945.671875 Penalty: 2274.812256
	Iteration 13Q: 3 clusters Score -98945.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -98963.546875 Penalty: 2274.812256
	Iteration 14Q: 3 clusters Score -98963.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -98980.132812 Penalty: 2274.812256
	Iteration 15Q: 3 clusters Score -98980.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -98998.156250 Penalty: 2274.812256
	Iteration 16Q: 3 clusters Score -98998.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -99016.898438 Penalty: 2274.812256
	Iteration 17Q: 3 clusters Score -99016.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -99030.703125 Penalty: 2274.812256
	Iteration 18Q: 3 clusters Score -99030.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -99038.937500 Penalty: 2274.812256
	Iteration 19Q: 3 clusters Score -99038.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -99053.664062 Penalty: 2274.812256
	Iteration 20F: 3 clusters Score -99053.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -99069.703125 Penalty: 2274.812256
	Iteration 21Q: 3 clusters Score -99069.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -99096.625000 Penalty: 2274.812256
	Iteration 22Q: 3 clusters Score -99096.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -99131.343750 Penalty: 2274.812256
	Iteration 23Q: 3 clusters Score -99131.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -99143.460938 Penalty: 2274.812256
	Iteration 24Q: 3 clusters Score -99143.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -99149.570312 Penalty: 2274.812256
	Iteration 25Q: 3 clusters Score -99149.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -99170.312500 Penalty: 2274.812256
	Iteration 26Q: 3 clusters Score -99170.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -99176.898438 Penalty: 2274.812256
	Iteration 27Q: 3 clusters Score -99176.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -99180.203125 Penalty: 2274.812256
	Iteration 28Q: 3 clusters Score -99180.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -99182.171875 Penalty: 2274.812256
	Iteration 29Q: 3 clusters Score -99182.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -99187.609375 Penalty: 2274.812256
	Iteration 30Q: 3 clusters Score -99187.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -99190.226562 Penalty: 2274.812256
	Iteration 31Q: 3 clusters Score -99190.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -99191.484375 Penalty: 2274.812256
	Iteration 32Q: 3 clusters Score -99191.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -99193.445312 Penalty: 2274.812256
	Iteration 33Q: 3 clusters Score -99193.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -99194.421875 Penalty: 2274.812256
	Iteration 34Q: 3 clusters Score -99194.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -99196.351562 Penalty: 2274.812256
	Iteration 35Q: 3 clusters Score -99196.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -99200.921875 Penalty: 2274.812256
	Iteration 36Q: 3 clusters Score -99200.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -99201.890625 Penalty: 2274.812256
	Iteration 37Q: 3 clusters Score -99201.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -99201.890625 Penalty: 2274.812256
	Iteration 38F: 3 clusters Score -99201.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 156025 members 
Mstep: Class 2 contains 93346 members 
Mstep: Class 3 contains 2951 members 
Mstep: Class 4 contains 7047 members 
Mstep: Class 5 contains 159980 members 
Mstep: Class 6 contains 22710 members 
Mstep: Class 7 contains 597 members 
Mstep: Class 8 contains 95723 members 
Mstep: Class 9 contains 188491 members 
Mstep: Class 10 contains 113851 members 
Mstep: Class 11 contains 2887 members 
Mstep: Class 12 contains 5473 members 
Mstep: Class 13 contains 687 members 
Mstep: Class 14 contains 1573 members 
Mstep: Class 15 contains 132502 members 
Mstep: Class 16 contains 10901 members 
Mstep: Class 17 contains 13322 members 
Mstep: Class 18 contains 40292 members 
Mstep: Class 19 contains 143441 members 
Mstep: Class 20 contains 684 members 
Mstep: Class 21 contains 1542 members 
Mstep: Class 22 contains 4101 members 
Mstep: Class 23 contains 748 members 
Mstep: Class 24 contains 125815 members 
Mstep: Class 25 contains 104759 members 
Mstep: Class 26 contains 705 members 
Mstep: Class 27 contains 700 members 
Mstep: Class 28 contains 76314 members 
Mstep: Class 29 contains 116493 members 
Mstep: Class 30 contains 92919 members 
Mstep: Class 31 contains 5752 members 
Mstep: Class 32 contains 412 members 
Entering Unmasked Estep 
Score: -194419776.000000 Penalty: 74669.453125
Splitting cluster 20 changes total score from -194264224.000000 to -194419776.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 21 (1542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Entering Unmasked Estep 
Score: -132097.312500 Penalty: 1192.885742
	Iteration 0F: 2 clusters Score -132097.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -130633.882812 Penalty: 2385.771484
	Iteration 0F: 3 clusters Score -130633.9 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -132378.046875 Penalty: 2385.771484
	Iteration 1F: 3 clusters Score -132378 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -133343.468750 Penalty: 2385.771484
	Iteration 2F: 3 clusters Score -133343.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -133933.125000 Penalty: 2385.771484
	Iteration 3F: 3 clusters Score -133933.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -134257.359375 Penalty: 2385.771484
	Iteration 4Q: 3 clusters Score -134257.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -134394.859375 Penalty: 2385.771484
	Iteration 5Q: 3 clusters Score -134394.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -134437.953125 Penalty: 2385.771484
	Iteration 6Q: 3 clusters Score -134438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -134460.937500 Penalty: 2385.771484
	Iteration 7Q: 3 clusters Score -134460.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -134468.671875 Penalty: 2385.771484
	Iteration 8Q: 3 clusters Score -134468.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -134475.203125 Penalty: 2385.771484
	Iteration 9Q: 3 clusters Score -134475.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -134479.484375 Penalty: 2385.771484
	Iteration 10Q: 3 clusters Score -134479.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -134489.328125 Penalty: 2385.771484
	Iteration 11Q: 3 clusters Score -134489.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -134497.625000 Penalty: 2385.771484
	Iteration 12Q: 3 clusters Score -134497.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -134501.578125 Penalty: 2385.771484
	Iteration 13Q: 3 clusters Score -134501.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -134514.531250 Penalty: 2385.771484
	Iteration 14Q: 3 clusters Score -134514.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -134525.562500 Penalty: 2385.771484
	Iteration 15Q: 3 clusters Score -134525.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -134529.515625 Penalty: 2385.771484
	Iteration 16Q: 3 clusters Score -134529.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -134530.265625 Penalty: 2385.771484
	Iteration 17Q: 3 clusters Score -134530.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -134531.078125 Penalty: 2385.771484
	Iteration 18Q: 3 clusters Score -134531.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -134531.843750 Penalty: 2385.771484
	Iteration 19Q: 3 clusters Score -134531.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -134534.437500 Penalty: 2385.771484
	Iteration 20F: 3 clusters Score -134534.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -134538.750000 Penalty: 2385.771484
	Iteration 21Q: 3 clusters Score -134538.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -134542.828125 Penalty: 2385.771484
	Iteration 22Q: 3 clusters Score -134542.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -134542.828125 Penalty: 2385.771484
	Iteration 23F: 3 clusters Score -134542.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 156025 members 
Mstep: Class 2 contains 93346 members 
Mstep: Class 3 contains 2951 members 
Mstep: Class 4 contains 7047 members 
Mstep: Class 5 contains 159980 members 
Mstep: Class 6 contains 22710 members 
Mstep: Class 7 contains 597 members 
Mstep: Class 8 contains 95723 members 
Mstep: Class 9 contains 188491 members 
Mstep: Class 10 contains 113851 members 
Mstep: Class 11 contains 2887 members 
Mstep: Class 12 contains 5473 members 
Mstep: Class 13 contains 687 members 
Mstep: Class 14 contains 1573 members 
Mstep: Class 15 contains 132502 members 
Mstep: Class 16 contains 10901 members 
Mstep: Class 17 contains 13322 members 
Mstep: Class 18 contains 40292 members 
Mstep: Class 19 contains 143441 members 
Mstep: Class 20 contains 684 members 
Mstep: Class 21 contains 925 members 
Mstep: Class 22 contains 4101 members 
Mstep: Class 23 contains 748 members 
Mstep: Class 24 contains 125815 members 
Mstep: Class 25 contains 104759 members 
Mstep: Class 26 contains 705 members 
Mstep: Class 27 contains 700 members 
Mstep: Class 28 contains 76314 members 
Mstep: Class 29 contains 116493 members 
Mstep: Class 30 contains 92919 members 
Mstep: Class 31 contains 5752 members 
Mstep: Class 32 contains 412 members 
Mstep: Class 33 contains 617 members 
Entering Unmasked Estep 
Score: -194423296.000000 Penalty: 77002.867188
Splitting cluster 21 changes total score from -194264224.000000 to -194423296.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 22 (4101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Entering Unmasked Estep 
Score: -427198.937500 Penalty: 1351.835205
	Iteration 0F: 2 clusters Score -427198.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -423787.593750 Penalty: 2703.670410
	Iteration 0F: 3 clusters Score -423787.6 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -425913.343750 Penalty: 2703.670410
	Iteration 1F: 3 clusters Score -425913.3 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -429160.500000 Penalty: 2703.670410
	Iteration 2F: 3 clusters Score -429160.5 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -431642.718750 Penalty: 2703.670410
	Iteration 3F: 3 clusters Score -431642.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -432112.312500 Penalty: 2703.670410
	Iteration 4F: 3 clusters Score -432112.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -432201.937500 Penalty: 2703.670410
	Iteration 5Q: 3 clusters Score -432201.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -432217.843750 Penalty: 2703.670410
	Iteration 6Q: 3 clusters Score -432217.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -432222.937500 Penalty: 2703.670410
	Iteration 7Q: 3 clusters Score -432222.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -432224.406250 Penalty: 2703.670410
	Iteration 8Q: 3 clusters Score -432224.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -432224.406250 Penalty: 2703.670410
	Iteration 9F: 3 clusters Score -432224.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 156025 members 
Mstep: Class 2 contains 93346 members 
Mstep: Class 3 contains 2951 members 
Mstep: Class 4 contains 7047 members 
Mstep: Class 5 contains 159980 members 
Mstep: Class 6 contains 22710 members 
Mstep: Class 7 contains 597 members 
Mstep: Class 8 contains 95723 members 
Mstep: Class 9 contains 188491 members 
Mstep: Class 10 contains 113851 members 
Mstep: Class 11 contains 2887 members 
Mstep: Class 12 contains 5473 members 
Mstep: Class 13 contains 687 members 
Mstep: Class 14 contains 1573 members 
Mstep: Class 15 contains 132502 members 
Mstep: Class 16 contains 10901 members 
Mstep: Class 17 contains 13322 members 
Mstep: Class 18 contains 40292 members 
Mstep: Class 19 contains 143441 members 
Mstep: Class 20 contains 684 members 
Mstep: Class 21 contains 925 members 
Mstep: Class 22 contains 1363 members 
Mstep: Class 23 contains 748 members 
Mstep: Class 24 contains 125815 members 
Mstep: Class 25 contains 104759 members 
Mstep: Class 26 contains 705 members 
Mstep: Class 27 contains 700 members 
Mstep: Class 28 contains 76314 members 
Mstep: Class 29 contains 116493 members 
Mstep: Class 30 contains 92919 members 
Mstep: Class 31 contains 5752 members 
Mstep: Class 32 contains 412 members 
Mstep: Class 33 contains 617 members 
Mstep: Class 34 contains 2738 members 
Entering Unmasked Estep 
Score: -194427568.000000 Penalty: 79336.289062
Splitting cluster 22 changes total score from -194264224.000000 to -194427568.000000
So it's getting split into cluster 34.
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 156025 members 
Mstep: Class 2 contains 93346 members 
Mstep: Class 3 contains 2951 members 
Mstep: Class 4 contains 7047 members 
Mstep: Class 6 contains 22710 members 
Mstep: Class 7 contains 597 members 
Mstep: Class 8 contains 95723 members 
Mstep: Class 9 contains 188491 members 
Mstep: Class 10 contains 113851 members 
Mstep: Class 11 contains 2887 members 
Mstep: Class 12 contains 5473 members 
Mstep: Class 13 contains 687 members 
Mstep: Class 14 contains 1573 members 
Mstep: Class 15 contains 132502 members 
Mstep: Class 16 contains 10901 members 
Mstep: Class 17 contains 13322 members 
Mstep: Class 18 contains 40292 members 
Mstep: Class 19 contains 143441 members 
Mstep: Class 20 contains 684 members 
Mstep: Class 21 contains 925 members 
Mstep: Class 22 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194484704.000000 Penalty: 79336.289062
Iteration 39Q: 35 clusters Score -1.944847e+08 nChanged 101058
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 155257 members 
Mstep: Class 2 contains 95354 members 
Mstep: Class 3 contains 3292 members 
Mstep: Class 4 contains 7105 members 
Mstep: Class 5 contains 133907 members 
Mstep: Class 6 contains 23098 members 
Mstep: Class 7 contains 599 members 
Mstep: Class 8 contains 98603 members 
Mstep: Class 9 contains 189818 members 
Mstep: Class 10 contains 124569 members 
Mstep: Class 11 contains 2853 members 
Mstep: Class 12 contains 5798 members 
Mstep: Class 13 contains 689 members 
Mstep: Class 14 contains 1716 members 
Mstep: Class 15 contains 144441 members 
Mstep: Class 16 contains 11417 members 
Mstep: Class 17 contains 13586 members 
Mstep: Class 18 contains 40600 members 
Mstep: Class 19 contains 144779 members 
Mstep: Class 20 contains 752 members 
Mstep: Class 21 contains 1021 members 
Mstep: Class 22 contains 1537 members 
Mstep: Class 23 contains 688 members 
Mstep: Class 24 contains 122795 members 
Mstep: Class 25 contains 108585 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 722 members 
Mstep: Class 28 contains 80348 members 
Mstep: Class 29 contains 108602 members 
Mstep: Class 30 contains 90148 members 
Mstep: Class 31 contains 5751 members 
Mstep: Class 32 contains 441 members 
Mstep: Class 33 contains 620 members 
Mstep: Class 34 contains 2623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194522384.000000 Penalty: 79336.289062
Iteration 40F: 35 clusters Score -1.945224e+08 nChanged 91503
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 147950 members 
Mstep: Class 2 contains 93575 members 
Mstep: Class 3 contains 3177 members 
Mstep: Class 4 contains 7120 members 
Mstep: Class 5 contains 116236 members 
Mstep: Class 6 contains 23305 members 
Mstep: Class 7 contains 573 members 
Mstep: Class 8 contains 100663 members 
Mstep: Class 9 contains 189778 members 
Mstep: Class 10 contains 125046 members 
Mstep: Class 11 contains 2601 members 
Mstep: Class 12 contains 5827 members 
Mstep: Class 13 contains 645 members 
Mstep: Class 14 contains 1744 members 
Mstep: Class 15 contains 148144 members 
Mstep: Class 16 contains 11923 members 
Mstep: Class 17 contains 13676 members 
Mstep: Class 18 contains 40729 members 
Mstep: Class 19 contains 138736 members 
Mstep: Class 20 contains 774 members 
Mstep: Class 21 contains 1026 members 
Mstep: Class 22 contains 1558 members 
Mstep: Class 23 contains 679 members 
Mstep: Class 24 contains 123128 members 
Mstep: Class 25 contains 118312 members 
Mstep: Class 26 contains 594 members 
Mstep: Class 27 contains 749 members 
Mstep: Class 28 contains 96305 members 
Mstep: Class 29 contains 105868 members 
Mstep: Class 30 contains 91706 members 
Mstep: Class 31 contains 6459 members 
Mstep: Class 32 contains 489 members 
Mstep: Class 33 contains 679 members 
Mstep: Class 34 contains 3001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194541792.000000 Penalty: 79336.289062
Iteration 41F: 35 clusters Score -1.945418e+08 nChanged 74221
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 142461 members 
Mstep: Class 2 contains 91683 members 
Mstep: Class 3 contains 3108 members 
Mstep: Class 4 contains 7164 members 
Mstep: Class 5 contains 103711 members 
Mstep: Class 6 contains 23537 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 103708 members 
Mstep: Class 9 contains 189857 members 
Mstep: Class 10 contains 121049 members 
Mstep: Class 11 contains 2421 members 
Mstep: Class 12 contains 5911 members 
Mstep: Class 13 contains 621 members 
Mstep: Class 14 contains 1752 members 
Mstep: Class 15 contains 149480 members 
Mstep: Class 16 contains 12380 members 
Mstep: Class 17 contains 13979 members 
Mstep: Class 18 contains 40663 members 
Mstep: Class 19 contains 134356 members 
Mstep: Class 20 contains 800 members 
Mstep: Class 21 contains 1036 members 
Mstep: Class 22 contains 1566 members 
Mstep: Class 23 contains 667 members 
Mstep: Class 24 contains 120879 members 
Mstep: Class 25 contains 122272 members 
Mstep: Class 26 contains 560 members 
Mstep: Class 27 contains 762 members 
Mstep: Class 28 contains 117653 members 
Mstep: Class 29 contains 104330 members 
Mstep: Class 30 contains 92622 members 
Mstep: Class 31 contains 6830 members 
Mstep: Class 32 contains 505 members 
Mstep: Class 33 contains 709 members 
Mstep: Class 34 contains 3186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194546304.000000 Penalty: 79336.289062
Iteration 42Q: 35 clusters Score -1.945463e+08 nChanged 75141
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 138291 members 
Mstep: Class 2 contains 89759 members 
Mstep: Class 3 contains 3172 members 
Mstep: Class 4 contains 7239 members 
Mstep: Class 5 contains 93291 members 
Mstep: Class 6 contains 23755 members 
Mstep: Class 7 contains 569 members 
Mstep: Class 8 contains 107157 members 
Mstep: Class 9 contains 189966 members 
Mstep: Class 10 contains 111933 members 
Mstep: Class 11 contains 2276 members 
Mstep: Class 12 contains 6024 members 
Mstep: Class 13 contains 598 members 
Mstep: Class 14 contains 1757 members 
Mstep: Class 15 contains 150808 members 
Mstep: Class 16 contains 12758 members 
Mstep: Class 17 contains 14335 members 
Mstep: Class 18 contains 40529 members 
Mstep: Class 19 contains 131337 members 
Mstep: Class 20 contains 827 members 
Mstep: Class 21 contains 1038 members 
Mstep: Class 22 contains 1568 members 
Mstep: Class 23 contains 660 members 
Mstep: Class 24 contains 117693 members 
Mstep: Class 25 contains 118696 members 
Mstep: Class 26 contains 528 members 
Mstep: Class 27 contains 773 members 
Mstep: Class 28 contains 147229 members 
Mstep: Class 29 contains 103405 members 
Mstep: Class 30 contains 93313 members 
Mstep: Class 31 contains 6995 members 
Mstep: Class 32 contains 515 members 
Mstep: Class 33 contains 731 members 
Mstep: Class 34 contains 3265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194548848.000000 Penalty: 79336.289062
Iteration 43Q: 35 clusters Score -1.945488e+08 nChanged 65065
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 135131 members 
Mstep: Class 2 contains 87818 members 
Mstep: Class 3 contains 3316 members 
Mstep: Class 4 contains 7297 members 
Mstep: Class 5 contains 86516 members 
Mstep: Class 6 contains 23931 members 
Mstep: Class 7 contains 564 members 
Mstep: Class 8 contains 111563 members 
Mstep: Class 9 contains 190092 members 
Mstep: Class 10 contains 105922 members 
Mstep: Class 11 contains 2180 members 
Mstep: Class 12 contains 6124 members 
Mstep: Class 13 contains 586 members 
Mstep: Class 14 contains 1761 members 
Mstep: Class 15 contains 147086 members 
Mstep: Class 16 contains 13112 members 
Mstep: Class 17 contains 14685 members 
Mstep: Class 18 contains 40441 members 
Mstep: Class 19 contains 131173 members 
Mstep: Class 20 contains 849 members 
Mstep: Class 21 contains 1033 members 
Mstep: Class 22 contains 1572 members 
Mstep: Class 23 contains 657 members 
Mstep: Class 24 contains 116050 members 
Mstep: Class 25 contains 114929 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 775 members 
Mstep: Class 28 contains 168333 members 
Mstep: Class 29 contains 103153 members 
Mstep: Class 30 contains 93916 members 
Mstep: Class 31 contains 7147 members 
Mstep: Class 32 contains 518 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 3300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194534768.000000 Penalty: 79336.289062
Iteration 44Q: 35 clusters Score -1.945348e+08 nChanged 49653
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 133429 members 
Mstep: Class 2 contains 85966 members 
Mstep: Class 3 contains 3470 members 
Mstep: Class 4 contains 7351 members 
Mstep: Class 5 contains 83512 members 
Mstep: Class 6 contains 24088 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 8 contains 116147 members 
Mstep: Class 9 contains 190235 members 
Mstep: Class 10 contains 107080 members 
Mstep: Class 11 contains 2100 members 
Mstep: Class 12 contains 6232 members 
Mstep: Class 13 contains 580 members 
Mstep: Class 14 contains 1761 members 
Mstep: Class 15 contains 140807 members 
Mstep: Class 16 contains 13438 members 
Mstep: Class 17 contains 14964 members 
Mstep: Class 18 contains 40384 members 
Mstep: Class 19 contains 131988 members 
Mstep: Class 20 contains 878 members 
Mstep: Class 21 contains 1037 members 
Mstep: Class 22 contains 1576 members 
Mstep: Class 23 contains 647 members 
Mstep: Class 24 contains 116503 members 
Mstep: Class 25 contains 115476 members 
Mstep: Class 26 contains 495 members 
Mstep: Class 27 contains 777 members 
Mstep: Class 28 contains 171933 members 
Mstep: Class 29 contains 103118 members 
Mstep: Class 30 contains 94406 members 
Mstep: Class 31 contains 7252 members 
Mstep: Class 32 contains 520 members 
Mstep: Class 33 contains 750 members 
Mstep: Class 34 contains 3327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194530656.000000 Penalty: 79336.289062
Iteration 45Q: 35 clusters Score -1.945307e+08 nChanged 36902
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 132644 members 
Mstep: Class 2 contains 84358 members 
Mstep: Class 3 contains 3604 members 
Mstep: Class 4 contains 7392 members 
Mstep: Class 5 contains 81556 members 
Mstep: Class 6 contains 24206 members 
Mstep: Class 7 contains 570 members 
Mstep: Class 8 contains 120130 members 
Mstep: Class 9 contains 190384 members 
Mstep: Class 10 contains 109727 members 
Mstep: Class 11 contains 2024 members 
Mstep: Class 12 contains 6322 members 
Mstep: Class 13 contains 575 members 
Mstep: Class 14 contains 1765 members 
Mstep: Class 15 contains 137401 members 
Mstep: Class 16 contains 13749 members 
Mstep: Class 17 contains 15190 members 
Mstep: Class 18 contains 40365 members 
Mstep: Class 19 contains 132056 members 
Mstep: Class 20 contains 898 members 
Mstep: Class 21 contains 1035 members 
Mstep: Class 22 contains 1575 members 
Mstep: Class 23 contains 645 members 
Mstep: Class 24 contains 117416 members 
Mstep: Class 25 contains 116683 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 783 members 
Mstep: Class 28 contains 169446 members 
Mstep: Class 29 contains 103065 members 
Mstep: Class 30 contains 94831 members 
Mstep: Class 31 contains 7302 members 
Mstep: Class 32 contains 521 members 
Mstep: Class 33 contains 745 members 
Mstep: Class 34 contains 3338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194531984.000000 Penalty: 79336.289062
Iteration 46Q: 35 clusters Score -1.94532e+08 nChanged 29128
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 132417 members 
Mstep: Class 2 contains 82781 members 
Mstep: Class 3 contains 3701 members 
Mstep: Class 4 contains 7433 members 
Mstep: Class 5 contains 79993 members 
Mstep: Class 6 contains 24346 members 
Mstep: Class 7 contains 571 members 
Mstep: Class 8 contains 123269 members 
Mstep: Class 9 contains 190554 members 
Mstep: Class 10 contains 112463 members 
Mstep: Class 11 contains 1954 members 
Mstep: Class 12 contains 6418 members 
Mstep: Class 13 contains 573 members 
Mstep: Class 14 contains 1773 members 
Mstep: Class 15 contains 136217 members 
Mstep: Class 16 contains 14051 members 
Mstep: Class 17 contains 15374 members 
Mstep: Class 18 contains 40364 members 
Mstep: Class 19 contains 131365 members 
Mstep: Class 20 contains 909 members 
Mstep: Class 21 contains 1030 members 
Mstep: Class 22 contains 1570 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 118361 members 
Mstep: Class 25 contains 117732 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 787 members 
Mstep: Class 28 contains 165554 members 
Mstep: Class 29 contains 102945 members 
Mstep: Class 30 contains 95187 members 
Mstep: Class 31 contains 7354 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 743 members 
Mstep: Class 34 contains 3351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194533616.000000 Penalty: 79336.289062
Iteration 47Q: 35 clusters Score -1.945336e+08 nChanged 25449
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 132665 members 
Mstep: Class 2 contains 81220 members 
Mstep: Class 3 contains 3763 members 
Mstep: Class 4 contains 7468 members 
Mstep: Class 5 contains 78766 members 
Mstep: Class 6 contains 24446 members 
Mstep: Class 7 contains 569 members 
Mstep: Class 8 contains 125654 members 
Mstep: Class 9 contains 190724 members 
Mstep: Class 10 contains 114973 members 
Mstep: Class 11 contains 1895 members 
Mstep: Class 12 contains 6530 members 
Mstep: Class 13 contains 574 members 
Mstep: Class 14 contains 1775 members 
Mstep: Class 15 contains 135639 members 
Mstep: Class 16 contains 14313 members 
Mstep: Class 17 contains 15562 members 
Mstep: Class 18 contains 40415 members 
Mstep: Class 19 contains 130264 members 
Mstep: Class 20 contains 921 members 
Mstep: Class 21 contains 1028 members 
Mstep: Class 22 contains 1573 members 
Mstep: Class 23 contains 636 members 
Mstep: Class 24 contains 119655 members 
Mstep: Class 25 contains 118353 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 161849 members 
Mstep: Class 29 contains 102811 members 
Mstep: Class 30 contains 95477 members 
Mstep: Class 31 contains 7367 members 
Mstep: Class 32 contains 532 members 
Mstep: Class 33 contains 737 members 
Mstep: Class 34 contains 3370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194535104.000000 Penalty: 79336.289062
Iteration 48Q: 35 clusters Score -1.945351e+08 nChanged 23472
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 133354 members 
Mstep: Class 2 contains 79680 members 
Mstep: Class 3 contains 3802 members 
Mstep: Class 4 contains 7502 members 
Mstep: Class 5 contains 78003 members 
Mstep: Class 6 contains 24557 members 
Mstep: Class 7 contains 568 members 
Mstep: Class 8 contains 127358 members 
Mstep: Class 9 contains 190895 members 
Mstep: Class 10 contains 117213 members 
Mstep: Class 11 contains 1841 members 
Mstep: Class 12 contains 6629 members 
Mstep: Class 13 contains 573 members 
Mstep: Class 14 contains 1777 members 
Mstep: Class 15 contains 134912 members 
Mstep: Class 16 contains 14565 members 
Mstep: Class 17 contains 15735 members 
Mstep: Class 18 contains 40515 members 
Mstep: Class 19 contains 129059 members 
Mstep: Class 20 contains 936 members 
Mstep: Class 21 contains 1023 members 
Mstep: Class 22 contains 1572 members 
Mstep: Class 23 contains 631 members 
Mstep: Class 24 contains 121103 members 
Mstep: Class 25 contains 118756 members 
Mstep: Class 26 contains 483 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 158522 members 
Mstep: Class 29 contains 102758 members 
Mstep: Class 30 contains 95751 members 
Mstep: Class 31 contains 7281 members 
Mstep: Class 32 contains 535 members 
Mstep: Class 33 contains 738 members 
Mstep: Class 34 contains 3379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194537072.000000 Penalty: 79336.289062
Iteration 49Q: 35 clusters Score -1.945371e+08 nChanged 21396
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 134237 members 
Mstep: Class 2 contains 78271 members 
Mstep: Class 3 contains 3856 members 
Mstep: Class 4 contains 7534 members 
Mstep: Class 5 contains 77452 members 
Mstep: Class 6 contains 24688 members 
Mstep: Class 7 contains 565 members 
Mstep: Class 8 contains 128465 members 
Mstep: Class 9 contains 191063 members 
Mstep: Class 10 contains 119091 members 
Mstep: Class 11 contains 1786 members 
Mstep: Class 12 contains 6742 members 
Mstep: Class 13 contains 573 members 
Mstep: Class 14 contains 1778 members 
Mstep: Class 15 contains 134145 members 
Mstep: Class 16 contains 14759 members 
Mstep: Class 17 contains 15901 members 
Mstep: Class 18 contains 40621 members 
Mstep: Class 19 contains 127789 members 
Mstep: Class 20 contains 950 members 
Mstep: Class 21 contains 1022 members 
Mstep: Class 22 contains 1572 members 
Mstep: Class 23 contains 629 members 
Mstep: Class 24 contains 122572 members 
Mstep: Class 25 contains 119246 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 788 members 
Mstep: Class 28 contains 155689 members 
Mstep: Class 29 contains 102725 members 
Mstep: Class 30 contains 95983 members 
Mstep: Class 31 contains 7174 members 
Mstep: Class 32 contains 538 members 
Mstep: Class 33 contains 733 members 
Mstep: Class 34 contains 3373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194540240.000000 Penalty: 79336.289062
Iteration 50Q: 35 clusters Score -1.945402e+08 nChanged 19734
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 135345 members 
Mstep: Class 2 contains 76933 members 
Mstep: Class 3 contains 3901 members 
Mstep: Class 4 contains 7567 members 
Mstep: Class 5 contains 77241 members 
Mstep: Class 6 contains 24819 members 
Mstep: Class 7 contains 564 members 
Mstep: Class 8 contains 129264 members 
Mstep: Class 9 contains 191228 members 
Mstep: Class 10 contains 120496 members 
Mstep: Class 11 contains 1750 members 
Mstep: Class 12 contains 6855 members 
Mstep: Class 13 contains 573 members 
Mstep: Class 14 contains 1782 members 
Mstep: Class 15 contains 133275 members 
Mstep: Class 16 contains 14949 members 
Mstep: Class 17 contains 16042 members 
Mstep: Class 18 contains 40751 members 
Mstep: Class 19 contains 126528 members 
Mstep: Class 20 contains 957 members 
Mstep: Class 21 contains 1022 members 
Mstep: Class 22 contains 1568 members 
Mstep: Class 23 contains 629 members 
Mstep: Class 24 contains 123971 members 
Mstep: Class 25 contains 119893 members 
Mstep: Class 26 contains 483 members 
Mstep: Class 27 contains 789 members 
Mstep: Class 28 contains 153087 members 
Mstep: Class 29 contains 102714 members 
Mstep: Class 30 contains 96148 members 
Mstep: Class 31 contains 7028 members 
Mstep: Class 32 contains 534 members 
Mstep: Class 33 contains 731 members 
Mstep: Class 34 contains 3375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194543776.000000 Penalty: 79336.289062
Iteration 51Q: 35 clusters Score -1.945438e+08 nChanged 18619
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 136538 members 
Mstep: Class 2 contains 75618 members 
Mstep: Class 3 contains 3931 members 
Mstep: Class 4 contains 7611 members 
Mstep: Class 5 contains 77319 members 
Mstep: Class 6 contains 24958 members 
Mstep: Class 7 contains 564 members 
Mstep: Class 8 contains 129890 members 
Mstep: Class 9 contains 191383 members 
Mstep: Class 10 contains 121563 members 
Mstep: Class 11 contains 1702 members 
Mstep: Class 12 contains 6951 members 
Mstep: Class 13 contains 574 members 
Mstep: Class 14 contains 1790 members 
Mstep: Class 15 contains 132219 members 
Mstep: Class 16 contains 15158 members 
Mstep: Class 17 contains 16176 members 
Mstep: Class 18 contains 40892 members 
Mstep: Class 19 contains 125427 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 1016 members 
Mstep: Class 22 contains 1566 members 
Mstep: Class 23 contains 629 members 
Mstep: Class 24 contains 125352 members 
Mstep: Class 25 contains 120587 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 150641 members 
Mstep: Class 29 contains 102691 members 
Mstep: Class 30 contains 96280 members 
Mstep: Class 31 contains 6892 members 
Mstep: Class 32 contains 525 members 
Mstep: Class 33 contains 732 members 
Mstep: Class 34 contains 3374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194547232.000000 Penalty: 79336.289062
Iteration 52Q: 35 clusters Score -1.945472e+08 nChanged 17452
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 137724 members 
Mstep: Class 2 contains 74318 members 
Mstep: Class 3 contains 3933 members 
Mstep: Class 4 contains 7645 members 
Mstep: Class 5 contains 77653 members 
Mstep: Class 6 contains 25079 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 130303 members 
Mstep: Class 9 contains 191580 members 
Mstep: Class 10 contains 122319 members 
Mstep: Class 11 contains 1676 members 
Mstep: Class 12 contains 7032 members 
Mstep: Class 13 contains 574 members 
Mstep: Class 14 contains 1792 members 
Mstep: Class 15 contains 131167 members 
Mstep: Class 16 contains 15343 members 
Mstep: Class 17 contains 16292 members 
Mstep: Class 18 contains 41073 members 
Mstep: Class 19 contains 124281 members 
Mstep: Class 20 contains 981 members 
Mstep: Class 21 contains 1010 members 
Mstep: Class 22 contains 1562 members 
Mstep: Class 23 contains 628 members 
Mstep: Class 24 contains 126702 members 
Mstep: Class 25 contains 121239 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 787 members 
Mstep: Class 28 contains 148659 members 
Mstep: Class 29 contains 102613 members 
Mstep: Class 30 contains 96363 members 
Mstep: Class 31 contains 6772 members 
Mstep: Class 32 contains 518 members 
Mstep: Class 33 contains 735 members 
Mstep: Class 34 contains 3385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194549712.000000 Penalty: 79336.289062
Iteration 53Q: 35 clusters Score -1.945497e+08 nChanged 17069
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 139062 members 
Mstep: Class 2 contains 73032 members 
Mstep: Class 3 contains 3937 members 
Mstep: Class 4 contains 7681 members 
Mstep: Class 5 contains 78232 members 
Mstep: Class 6 contains 25223 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 130334 members 
Mstep: Class 9 contains 191801 members 
Mstep: Class 10 contains 122872 members 
Mstep: Class 11 contains 1644 members 
Mstep: Class 12 contains 7116 members 
Mstep: Class 13 contains 573 members 
Mstep: Class 14 contains 1795 members 
Mstep: Class 15 contains 130075 members 
Mstep: Class 16 contains 15523 members 
Mstep: Class 17 contains 16387 members 
Mstep: Class 18 contains 41257 members 
Mstep: Class 19 contains 123114 members 
Mstep: Class 20 contains 987 members 
Mstep: Class 21 contains 1009 members 
Mstep: Class 22 contains 1561 members 
Mstep: Class 23 contains 628 members 
Mstep: Class 24 contains 128109 members 
Mstep: Class 25 contains 121951 members 
Mstep: Class 26 contains 492 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 146843 members 
Mstep: Class 29 contains 102528 members 
Mstep: Class 30 contains 96361 members 
Mstep: Class 31 contains 6669 members 
Mstep: Class 32 contains 521 members 
Mstep: Class 33 contains 731 members 
Mstep: Class 34 contains 3391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194552512.000000 Penalty: 79336.289062
Iteration 54Q: 35 clusters Score -1.945525e+08 nChanged 16677
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 140369 members 
Mstep: Class 2 contains 71854 members 
Mstep: Class 3 contains 3935 members 
Mstep: Class 4 contains 7723 members 
Mstep: Class 5 contains 78990 members 
Mstep: Class 6 contains 25372 members 
Mstep: Class 7 contains 568 members 
Mstep: Class 8 contains 130334 members 
Mstep: Class 9 contains 191968 members 
Mstep: Class 10 contains 123259 members 
Mstep: Class 11 contains 1609 members 
Mstep: Class 12 contains 7196 members 
Mstep: Class 13 contains 573 members 
Mstep: Class 14 contains 1794 members 
Mstep: Class 15 contains 128841 members 
Mstep: Class 16 contains 15687 members 
Mstep: Class 17 contains 16475 members 
Mstep: Class 18 contains 41446 members 
Mstep: Class 19 contains 122062 members 
Mstep: Class 20 contains 992 members 
Mstep: Class 21 contains 1007 members 
Mstep: Class 22 contains 1562 members 
Mstep: Class 23 contains 627 members 
Mstep: Class 24 contains 129593 members 
Mstep: Class 25 contains 122578 members 
Mstep: Class 26 contains 495 members 
Mstep: Class 27 contains 789 members 
Mstep: Class 28 contains 145156 members 
Mstep: Class 29 contains 102423 members 
Mstep: Class 30 contains 96283 members 
Mstep: Class 31 contains 6582 members 
Mstep: Class 32 contains 517 members 
Mstep: Class 33 contains 731 members 
Mstep: Class 34 contains 3402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194554224.000000 Penalty: 79336.289062
Iteration 55Q: 35 clusters Score -1.945542e+08 nChanged 16330
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 141534 members 
Mstep: Class 2 contains 70711 members 
Mstep: Class 3 contains 3920 members 
Mstep: Class 4 contains 7771 members 
Mstep: Class 5 contains 79866 members 
Mstep: Class 6 contains 25544 members 
Mstep: Class 7 contains 568 members 
Mstep: Class 8 contains 130510 members 
Mstep: Class 9 contains 192169 members 
Mstep: Class 10 contains 123563 members 
Mstep: Class 11 contains 1589 members 
Mstep: Class 12 contains 7298 members 
Mstep: Class 13 contains 573 members 
Mstep: Class 14 contains 1795 members 
Mstep: Class 15 contains 127451 members 
Mstep: Class 16 contains 15839 members 
Mstep: Class 17 contains 16579 members 
Mstep: Class 18 contains 41636 members 
Mstep: Class 19 contains 121105 members 
Mstep: Class 20 contains 999 members 
Mstep: Class 21 contains 1004 members 
Mstep: Class 22 contains 1566 members 
Mstep: Class 23 contains 626 members 
Mstep: Class 24 contains 131090 members 
Mstep: Class 25 contains 122997 members 
Mstep: Class 26 contains 497 members 
Mstep: Class 27 contains 789 members 
Mstep: Class 28 contains 143643 members 
Mstep: Class 29 contains 102278 members 
Mstep: Class 30 contains 96140 members 
Mstep: Class 31 contains 6495 members 
Mstep: Class 32 contains 512 members 
Mstep: Class 33 contains 732 members 
Mstep: Class 34 contains 3403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194557344.000000 Penalty: 79336.289062
Iteration 56Q: 35 clusters Score -1.945573e+08 nChanged 16053
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 142608 members 
Mstep: Class 2 contains 69554 members 
Mstep: Class 3 contains 3914 members 
Mstep: Class 4 contains 7805 members 
Mstep: Class 5 contains 80927 members 
Mstep: Class 6 contains 25751 members 
Mstep: Class 7 contains 569 members 
Mstep: Class 8 contains 130671 members 
Mstep: Class 9 contains 192342 members 
Mstep: Class 10 contains 123875 members 
Mstep: Class 11 contains 1577 members 
Mstep: Class 12 contains 7379 members 
Mstep: Class 13 contains 573 members 
Mstep: Class 14 contains 1795 members 
Mstep: Class 15 contains 126069 members 
Mstep: Class 16 contains 16006 members 
Mstep: Class 17 contains 16682 members 
Mstep: Class 18 contains 41852 members 
Mstep: Class 19 contains 120197 members 
Mstep: Class 20 contains 1005 members 
Mstep: Class 21 contains 999 members 
Mstep: Class 22 contains 1565 members 
Mstep: Class 23 contains 627 members 
Mstep: Class 24 contains 132490 members 
Mstep: Class 25 contains 123268 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 789 members 
Mstep: Class 28 contains 142204 members 
Mstep: Class 29 contains 102161 members 
Mstep: Class 30 contains 95947 members 
Mstep: Class 31 contains 6435 members 
Mstep: Class 32 contains 519 members 
Mstep: Class 33 contains 732 members 
Mstep: Class 34 contains 3409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194559424.000000 Penalty: 79336.289062
Iteration 57Q: 35 clusters Score -1.945594e+08 nChanged 16058
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 143610 members 
Mstep: Class 2 contains 68410 members 
Mstep: Class 3 contains 3918 members 
Mstep: Class 4 contains 7846 members 
Mstep: Class 5 contains 82171 members 
Mstep: Class 6 contains 25943 members 
Mstep: Class 7 contains 570 members 
Mstep: Class 8 contains 130800 members 
Mstep: Class 9 contains 192509 members 
Mstep: Class 10 contains 124065 members 
Mstep: Class 11 contains 1568 members 
Mstep: Class 12 contains 7476 members 
Mstep: Class 13 contains 573 members 
Mstep: Class 14 contains 1796 members 
Mstep: Class 15 contains 124487 members 
Mstep: Class 16 contains 16174 members 
Mstep: Class 17 contains 16748 members 
Mstep: Class 18 contains 42082 members 
Mstep: Class 19 contains 119257 members 
Mstep: Class 20 contains 1001 members 
Mstep: Class 21 contains 996 members 
Mstep: Class 22 contains 1564 members 
Mstep: Class 23 contains 626 members 
Mstep: Class 24 contains 133753 members 
Mstep: Class 25 contains 123503 members 
Mstep: Class 26 contains 499 members 
Mstep: Class 27 contains 789 members 
Mstep: Class 28 contains 141198 members 
Mstep: Class 29 contains 102065 members 
Mstep: Class 30 contains 95743 members 
Mstep: Class 31 contains 6377 members 
Mstep: Class 32 contains 524 members 
Mstep: Class 33 contains 732 members 
Mstep: Class 34 contains 3419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194561296.000000 Penalty: 79336.289062
Iteration 58Q: 35 clusters Score -1.945613e+08 nChanged 15782
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 144530 members 
Mstep: Class 2 contains 67321 members 
Mstep: Class 3 contains 3912 members 
Mstep: Class 4 contains 7884 members 
Mstep: Class 5 contains 83678 members 
Mstep: Class 6 contains 26172 members 
Mstep: Class 7 contains 570 members 
Mstep: Class 8 contains 130963 members 
Mstep: Class 9 contains 192699 members 
Mstep: Class 10 contains 124161 members 
Mstep: Class 11 contains 1574 members 
Mstep: Class 12 contains 7545 members 
Mstep: Class 13 contains 573 members 
Mstep: Class 14 contains 1796 members 
Mstep: Class 15 contains 122859 members 
Mstep: Class 16 contains 16318 members 
Mstep: Class 17 contains 16825 members 
Mstep: Class 18 contains 42294 members 
Mstep: Class 19 contains 118392 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 995 members 
Mstep: Class 22 contains 1565 members 
Mstep: Class 23 contains 626 members 
Mstep: Class 24 contains 134828 members 
Mstep: Class 25 contains 123486 members 
Mstep: Class 26 contains 499 members 
Mstep: Class 27 contains 789 members 
Mstep: Class 28 contains 140479 members 
Mstep: Class 29 contains 101960 members 
Mstep: Class 30 contains 95467 members 
Mstep: Class 31 contains 6336 members 
Mstep: Class 32 contains 528 members 
Mstep: Class 33 contains 732 members 
Mstep: Class 34 contains 3436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194563520.000000 Penalty: 79336.289062
Iteration 59Q: 35 clusters Score -1.945635e+08 nChanged 15731
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 145356 members 
Mstep: Class 2 contains 66255 members 
Mstep: Class 3 contains 3927 members 
Mstep: Class 4 contains 7919 members 
Mstep: Class 5 contains 85556 members 
Mstep: Class 6 contains 26489 members 
Mstep: Class 7 contains 570 members 
Mstep: Class 8 contains 131164 members 
Mstep: Class 9 contains 192905 members 
Mstep: Class 10 contains 124080 members 
Mstep: Class 11 contains 1571 members 
Mstep: Class 12 contains 7632 members 
Mstep: Class 13 contains 573 members 
Mstep: Class 14 contains 1796 members 
Mstep: Class 15 contains 121052 members 
Mstep: Class 16 contains 16455 members 
Mstep: Class 17 contains 16856 members 
Mstep: Class 18 contains 42530 members 
Mstep: Class 19 contains 117735 members 
Mstep: Class 20 contains 1000 members 
Mstep: Class 21 contains 995 members 
Mstep: Class 22 contains 1565 members 
Mstep: Class 23 contains 626 members 
Mstep: Class 24 contains 135521 members 
Mstep: Class 25 contains 123380 members 
Mstep: Class 26 contains 499 members 
Mstep: Class 27 contains 789 members 
Mstep: Class 28 contains 139939 members 
Mstep: Class 29 contains 101865 members 
Mstep: Class 30 contains 95182 members 
Mstep: Class 31 contains 6294 members 
Mstep: Class 32 contains 528 members 
Mstep: Class 33 contains 732 members 
Mstep: Class 34 contains 3456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194568560.000000 Penalty: 79336.289062
Iteration 60F: 35 clusters Score -1.945686e+08 nChanged 19660
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 146068 members 
Mstep: Class 2 contains 65180 members 
Mstep: Class 3 contains 4069 members 
Mstep: Class 4 contains 7945 members 
Mstep: Class 5 contains 86790 members 
Mstep: Class 6 contains 26798 members 
Mstep: Class 7 contains 564 members 
Mstep: Class 8 contains 131424 members 
Mstep: Class 9 contains 193187 members 
Mstep: Class 10 contains 122318 members 
Mstep: Class 11 contains 1568 members 
Mstep: Class 12 contains 7713 members 
Mstep: Class 13 contains 551 members 
Mstep: Class 14 contains 1796 members 
Mstep: Class 15 contains 118378 members 
Mstep: Class 16 contains 16601 members 
Mstep: Class 17 contains 16867 members 
Mstep: Class 18 contains 42740 members 
Mstep: Class 19 contains 117266 members 
Mstep: Class 20 contains 1002 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 1564 members 
Mstep: Class 23 contains 626 members 
Mstep: Class 24 contains 135911 members 
Mstep: Class 25 contains 122904 members 
Mstep: Class 26 contains 479 members 
Mstep: Class 27 contains 808 members 
Mstep: Class 28 contains 142956 members 
Mstep: Class 29 contains 101835 members 
Mstep: Class 30 contains 94820 members 
Mstep: Class 31 contains 6307 members 
Mstep: Class 32 contains 573 members 
Mstep: Class 33 contains 731 members 
Mstep: Class 34 contains 3473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194566704.000000 Penalty: 79336.289062
Iteration 61Q: 35 clusters Score -1.945667e+08 nChanged 19864
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 146758 members 
Mstep: Class 2 contains 64170 members 
Mstep: Class 3 contains 4235 members 
Mstep: Class 4 contains 7979 members 
Mstep: Class 5 contains 88919 members 
Mstep: Class 6 contains 27113 members 
Mstep: Class 7 contains 554 members 
Mstep: Class 8 contains 131665 members 
Mstep: Class 9 contains 193507 members 
Mstep: Class 10 contains 122537 members 
Mstep: Class 11 contains 1561 members 
Mstep: Class 12 contains 7802 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 1800 members 
Mstep: Class 15 contains 115165 members 
Mstep: Class 16 contains 16745 members 
Mstep: Class 17 contains 16913 members 
Mstep: Class 18 contains 42903 members 
Mstep: Class 19 contains 116732 members 
Mstep: Class 20 contains 1007 members 
Mstep: Class 21 contains 987 members 
Mstep: Class 22 contains 1566 members 
Mstep: Class 23 contains 626 members 
Mstep: Class 24 contains 136062 members 
Mstep: Class 25 contains 123090 members 
Mstep: Class 26 contains 469 members 
Mstep: Class 27 contains 820 members 
Mstep: Class 28 contains 143265 members 
Mstep: Class 29 contains 101788 members 
Mstep: Class 30 contains 94390 members 
Mstep: Class 31 contains 6330 members 
Mstep: Class 32 contains 606 members 
Mstep: Class 33 contains 720 members 
Mstep: Class 34 contains 3489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194567824.000000 Penalty: 79336.289062
Iteration 62Q: 35 clusters Score -1.945678e+08 nChanged 19362
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 147427 members 
Mstep: Class 2 contains 63275 members 
Mstep: Class 3 contains 4411 members 
Mstep: Class 4 contains 8005 members 
Mstep: Class 5 contains 91488 members 
Mstep: Class 6 contains 27439 members 
Mstep: Class 7 contains 551 members 
Mstep: Class 8 contains 131819 members 
Mstep: Class 9 contains 193793 members 
Mstep: Class 10 contains 123048 members 
Mstep: Class 11 contains 1564 members 
Mstep: Class 12 contains 7860 members 
Mstep: Class 13 contains 528 members 
Mstep: Class 14 contains 1804 members 
Mstep: Class 15 contains 112233 members 
Mstep: Class 16 contains 16880 members 
Mstep: Class 17 contains 16961 members 
Mstep: Class 18 contains 43042 members 
Mstep: Class 19 contains 116250 members 
Mstep: Class 20 contains 1016 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 1566 members 
Mstep: Class 23 contains 631 members 
Mstep: Class 24 contains 136121 members 
Mstep: Class 25 contains 123283 members 
Mstep: Class 26 contains 455 members 
Mstep: Class 27 contains 826 members 
Mstep: Class 28 contains 142698 members 
Mstep: Class 29 contains 101710 members 
Mstep: Class 30 contains 93944 members 
Mstep: Class 31 contains 6370 members 
Mstep: Class 32 contains 604 members 
Mstep: Class 33 contains 714 members 
Mstep: Class 34 contains 3505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194568576.000000 Penalty: 79336.289062
Iteration 63Q: 35 clusters Score -1.945686e+08 nChanged 19197
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 148034 members 
Mstep: Class 2 contains 62451 members 
Mstep: Class 3 contains 4602 members 
Mstep: Class 4 contains 8028 members 
Mstep: Class 5 contains 94452 members 
Mstep: Class 6 contains 27814 members 
Mstep: Class 7 contains 550 members 
Mstep: Class 8 contains 131955 members 
Mstep: Class 9 contains 194042 members 
Mstep: Class 10 contains 123433 members 
Mstep: Class 11 contains 1561 members 
Mstep: Class 12 contains 7929 members 
Mstep: Class 13 contains 530 members 
Mstep: Class 14 contains 1807 members 
Mstep: Class 15 contains 109371 members 
Mstep: Class 16 contains 16996 members 
Mstep: Class 17 contains 17004 members 
Mstep: Class 18 contains 43156 members 
Mstep: Class 19 contains 115853 members 
Mstep: Class 20 contains 1026 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 1567 members 
Mstep: Class 23 contains 635 members 
Mstep: Class 24 contains 136017 members 
Mstep: Class 25 contains 123435 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 826 members 
Mstep: Class 28 contains 141916 members 
Mstep: Class 29 contains 101664 members 
Mstep: Class 30 contains 93487 members 
Mstep: Class 31 contains 6410 members 
Mstep: Class 32 contains 605 members 
Mstep: Class 33 contains 705 members 
Mstep: Class 34 contains 3514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194570560.000000 Penalty: 79336.289062
Iteration 64Q: 35 clusters Score -1.945706e+08 nChanged 19133
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 148552 members 
Mstep: Class 2 contains 61689 members 
Mstep: Class 3 contains 4810 members 
Mstep: Class 4 contains 8050 members 
Mstep: Class 5 contains 97752 members 
Mstep: Class 6 contains 28201 members 
Mstep: Class 7 contains 546 members 
Mstep: Class 8 contains 132001 members 
Mstep: Class 9 contains 194352 members 
Mstep: Class 10 contains 123496 members 
Mstep: Class 11 contains 1557 members 
Mstep: Class 12 contains 8006 members 
Mstep: Class 13 contains 529 members 
Mstep: Class 14 contains 1809 members 
Mstep: Class 15 contains 106687 members 
Mstep: Class 16 contains 17094 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 43291 members 
Mstep: Class 19 contains 115443 members 
Mstep: Class 20 contains 1028 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 1568 members 
Mstep: Class 23 contains 636 members 
Mstep: Class 24 contains 135948 members 
Mstep: Class 25 contains 123468 members 
Mstep: Class 26 contains 443 members 
Mstep: Class 27 contains 824 members 
Mstep: Class 28 contains 141145 members 
Mstep: Class 29 contains 101596 members 
Mstep: Class 30 contains 92964 members 
Mstep: Class 31 contains 6453 members 
Mstep: Class 32 contains 613 members 
Mstep: Class 33 contains 699 members 
Mstep: Class 34 contains 3521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194571984.000000 Penalty: 79336.289062
Iteration 65Q: 35 clusters Score -1.94572e+08 nChanged 18262
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 149040 members 
Mstep: Class 2 contains 60996 members 
Mstep: Class 3 contains 5061 members 
Mstep: Class 4 contains 8065 members 
Mstep: Class 5 contains 100960 members 
Mstep: Class 6 contains 28616 members 
Mstep: Class 7 contains 543 members 
Mstep: Class 8 contains 132065 members 
Mstep: Class 9 contains 194628 members 
Mstep: Class 10 contains 123386 members 
Mstep: Class 11 contains 1569 members 
Mstep: Class 12 contains 8081 members 
Mstep: Class 13 contains 532 members 
Mstep: Class 14 contains 1812 members 
Mstep: Class 15 contains 104451 members 
Mstep: Class 16 contains 17179 members 
Mstep: Class 17 contains 17069 members 
Mstep: Class 18 contains 43422 members 
Mstep: Class 19 contains 115077 members 
Mstep: Class 20 contains 1030 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 1570 members 
Mstep: Class 23 contains 638 members 
Mstep: Class 24 contains 135606 members 
Mstep: Class 25 contains 123487 members 
Mstep: Class 26 contains 442 members 
Mstep: Class 27 contains 824 members 
Mstep: Class 28 contains 140388 members 
Mstep: Class 29 contains 101543 members 
Mstep: Class 30 contains 92412 members 
Mstep: Class 31 contains 6492 members 
Mstep: Class 32 contains 614 members 
Mstep: Class 33 contains 693 members 
Mstep: Class 34 contains 3530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194574416.000000 Penalty: 79336.289062
Iteration 66Q: 35 clusters Score -1.945744e+08 nChanged 17472
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 149529 members 
Mstep: Class 2 contains 60327 members 
Mstep: Class 3 contains 5319 members 
Mstep: Class 4 contains 8083 members 
Mstep: Class 5 contains 103885 members 
Mstep: Class 6 contains 29059 members 
Mstep: Class 7 contains 539 members 
Mstep: Class 8 contains 132075 members 
Mstep: Class 9 contains 194893 members 
Mstep: Class 10 contains 123280 members 
Mstep: Class 11 contains 1581 members 
Mstep: Class 12 contains 8139 members 
Mstep: Class 13 contains 532 members 
Mstep: Class 14 contains 1814 members 
Mstep: Class 15 contains 102626 members 
Mstep: Class 16 contains 17230 members 
Mstep: Class 17 contains 17092 members 
Mstep: Class 18 contains 43539 members 
Mstep: Class 19 contains 114704 members 
Mstep: Class 20 contains 1030 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1573 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 135233 members 
Mstep: Class 25 contains 123519 members 
Mstep: Class 26 contains 440 members 
Mstep: Class 27 contains 823 members 
Mstep: Class 28 contains 139624 members 
Mstep: Class 29 contains 101466 members 
Mstep: Class 30 contains 91866 members 
Mstep: Class 31 contains 6518 members 
Mstep: Class 32 contains 618 members 
Mstep: Class 33 contains 694 members 
Mstep: Class 34 contains 3535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194577168.000000 Penalty: 79336.289062
Iteration 67Q: 35 clusters Score -1.945772e+08 nChanged 16416
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 150008 members 
Mstep: Class 2 contains 59690 members 
Mstep: Class 3 contains 5590 members 
Mstep: Class 4 contains 8101 members 
Mstep: Class 5 contains 106230 members 
Mstep: Class 6 contains 29511 members 
Mstep: Class 7 contains 532 members 
Mstep: Class 8 contains 131993 members 
Mstep: Class 9 contains 195195 members 
Mstep: Class 10 contains 123174 members 
Mstep: Class 11 contains 1599 members 
Mstep: Class 12 contains 8190 members 
Mstep: Class 13 contains 532 members 
Mstep: Class 14 contains 1816 members 
Mstep: Class 15 contains 101163 members 
Mstep: Class 16 contains 17254 members 
Mstep: Class 17 contains 17120 members 
Mstep: Class 18 contains 43644 members 
Mstep: Class 19 contains 114421 members 
Mstep: Class 20 contains 1033 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 1574 members 
Mstep: Class 23 contains 639 members 
Mstep: Class 24 contains 134883 members 
Mstep: Class 25 contains 123574 members 
Mstep: Class 26 contains 440 members 
Mstep: Class 27 contains 829 members 
Mstep: Class 28 contains 138967 members 
Mstep: Class 29 contains 101411 members 
Mstep: Class 30 contains 91311 members 
Mstep: Class 31 contains 6547 members 
Mstep: Class 32 contains 618 members 
Mstep: Class 33 contains 693 members 
Mstep: Class 34 contains 3542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194578592.000000 Penalty: 79336.289062
Iteration 68Q: 35 clusters Score -1.945786e+08 nChanged 15696
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 150452 members 
Mstep: Class 2 contains 59052 members 
Mstep: Class 3 contains 5862 members 
Mstep: Class 4 contains 8112 members 
Mstep: Class 5 contains 108176 members 
Mstep: Class 6 contains 29947 members 
Mstep: Class 7 contains 531 members 
Mstep: Class 8 contains 131902 members 
Mstep: Class 9 contains 195449 members 
Mstep: Class 10 contains 122854 members 
Mstep: Class 11 contains 1614 members 
Mstep: Class 12 contains 8255 members 
Mstep: Class 13 contains 532 members 
Mstep: Class 14 contains 1818 members 
Mstep: Class 15 contains 99924 members 
Mstep: Class 16 contains 17249 members 
Mstep: Class 17 contains 17141 members 
Mstep: Class 18 contains 43779 members 
Mstep: Class 19 contains 114215 members 
Mstep: Class 20 contains 1034 members 
Mstep: Class 21 contains 984 members 
Mstep: Class 22 contains 1575 members 
Mstep: Class 23 contains 641 members 
Mstep: Class 24 contains 134570 members 
Mstep: Class 25 contains 123983 members 
Mstep: Class 26 contains 439 members 
Mstep: Class 27 contains 829 members 
Mstep: Class 28 contains 138285 members 
Mstep: Class 29 contains 101363 members 
Mstep: Class 30 contains 90813 members 
Mstep: Class 31 contains 6567 members 
Mstep: Class 32 contains 618 members 
Mstep: Class 33 contains 694 members 
Mstep: Class 34 contains 3550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194580864.000000 Penalty: 79336.289062
Iteration 69Q: 35 clusters Score -1.945809e+08 nChanged 14878
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 150894 members 
Mstep: Class 2 contains 58472 members 
Mstep: Class 3 contains 6142 members 
Mstep: Class 4 contains 8125 members 
Mstep: Class 5 contains 109724 members 
Mstep: Class 6 contains 30388 members 
Mstep: Class 7 contains 531 members 
Mstep: Class 8 contains 131768 members 
Mstep: Class 9 contains 195700 members 
Mstep: Class 10 contains 122400 members 
Mstep: Class 11 contains 1624 members 
Mstep: Class 12 contains 8344 members 
Mstep: Class 13 contains 532 members 
Mstep: Class 14 contains 1822 members 
Mstep: Class 15 contains 98956 members 
Mstep: Class 16 contains 17241 members 
Mstep: Class 17 contains 17147 members 
Mstep: Class 18 contains 43880 members 
Mstep: Class 19 contains 114049 members 
Mstep: Class 20 contains 1034 members 
Mstep: Class 21 contains 984 members 
Mstep: Class 22 contains 1576 members 
Mstep: Class 23 contains 641 members 
Mstep: Class 24 contains 134310 members 
Mstep: Class 25 contains 124578 members 
Mstep: Class 26 contains 438 members 
Mstep: Class 27 contains 825 members 
Mstep: Class 28 contains 137583 members 
Mstep: Class 29 contains 101318 members 
Mstep: Class 30 contains 90309 members 
Mstep: Class 31 contains 6606 members 
Mstep: Class 32 contains 617 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 3556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194581344.000000 Penalty: 79336.289062
Iteration 70Q: 35 clusters Score -1.945813e+08 nChanged 14205
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 151287 members 
Mstep: Class 2 contains 57981 members 
Mstep: Class 3 contains 6375 members 
Mstep: Class 4 contains 8133 members 
Mstep: Class 5 contains 110884 members 
Mstep: Class 6 contains 30813 members 
Mstep: Class 7 contains 531 members 
Mstep: Class 8 contains 131649 members 
Mstep: Class 9 contains 195950 members 
Mstep: Class 10 contains 121825 members 
Mstep: Class 11 contains 1651 members 
Mstep: Class 12 contains 8418 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 1828 members 
Mstep: Class 15 contains 98230 members 
Mstep: Class 16 contains 17229 members 
Mstep: Class 17 contains 17148 members 
Mstep: Class 18 contains 43940 members 
Mstep: Class 19 contains 113915 members 
Mstep: Class 20 contains 1037 members 
Mstep: Class 21 contains 984 members 
Mstep: Class 22 contains 1579 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 134028 members 
Mstep: Class 25 contains 125519 members 
Mstep: Class 26 contains 436 members 
Mstep: Class 27 contains 819 members 
Mstep: Class 28 contains 136860 members 
Mstep: Class 29 contains 101247 members 
Mstep: Class 30 contains 89826 members 
Mstep: Class 31 contains 6640 members 
Mstep: Class 32 contains 617 members 
Mstep: Class 33 contains 694 members 
Mstep: Class 34 contains 3559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194582496.000000 Penalty: 79336.289062
Iteration 71Q: 35 clusters Score -1.945825e+08 nChanged 14566
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 151688 members 
Mstep: Class 2 contains 57512 members 
Mstep: Class 3 contains 6631 members 
Mstep: Class 4 contains 8139 members 
Mstep: Class 5 contains 111702 members 
Mstep: Class 6 contains 31259 members 
Mstep: Class 7 contains 532 members 
Mstep: Class 8 contains 131518 members 
Mstep: Class 9 contains 196129 members 
Mstep: Class 10 contains 121350 members 
Mstep: Class 11 contains 1675 members 
Mstep: Class 12 contains 8498 members 
Mstep: Class 13 contains 535 members 
Mstep: Class 14 contains 1836 members 
Mstep: Class 15 contains 97681 members 
Mstep: Class 16 contains 17245 members 
Mstep: Class 17 contains 17116 members 
Mstep: Class 18 contains 43989 members 
Mstep: Class 19 contains 113893 members 
Mstep: Class 20 contains 1038 members 
Mstep: Class 21 contains 982 members 
Mstep: Class 22 contains 1580 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 133493 members 
Mstep: Class 25 contains 126739 members 
Mstep: Class 26 contains 435 members 
Mstep: Class 27 contains 812 members 
Mstep: Class 28 contains 136053 members 
Mstep: Class 29 contains 101198 members 
Mstep: Class 30 contains 89350 members 
Mstep: Class 31 contains 6688 members 
Mstep: Class 32 contains 619 members 
Mstep: Class 33 contains 694 members 
Mstep: Class 34 contains 3558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194583456.000000 Penalty: 79336.289062
Iteration 72Q: 35 clusters Score -1.945835e+08 nChanged 15071
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 152026 members 
Mstep: Class 2 contains 57044 members 
Mstep: Class 3 contains 6894 members 
Mstep: Class 4 contains 8145 members 
Mstep: Class 5 contains 112239 members 
Mstep: Class 6 contains 31671 members 
Mstep: Class 7 contains 531 members 
Mstep: Class 8 contains 131357 members 
Mstep: Class 9 contains 196238 members 
Mstep: Class 10 contains 120782 members 
Mstep: Class 11 contains 1701 members 
Mstep: Class 12 contains 8562 members 
Mstep: Class 13 contains 534 members 
Mstep: Class 14 contains 1841 members 
Mstep: Class 15 contains 97255 members 
Mstep: Class 16 contains 17299 members 
Mstep: Class 17 contains 17076 members 
Mstep: Class 18 contains 44054 members 
Mstep: Class 19 contains 113815 members 
Mstep: Class 20 contains 1038 members 
Mstep: Class 21 contains 982 members 
Mstep: Class 22 contains 1584 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 132858 members 
Mstep: Class 25 contains 128201 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 810 members 
Mstep: Class 28 contains 135468 members 
Mstep: Class 29 contains 101141 members 
Mstep: Class 30 contains 88972 members 
Mstep: Class 31 contains 6741 members 
Mstep: Class 32 contains 624 members 
Mstep: Class 33 contains 692 members 
Mstep: Class 34 contains 3558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194584912.000000 Penalty: 79336.289062
Iteration 73Q: 35 clusters Score -1.945849e+08 nChanged 15101
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 152407 members 
Mstep: Class 2 contains 56585 members 
Mstep: Class 3 contains 7140 members 
Mstep: Class 4 contains 8149 members 
Mstep: Class 5 contains 112610 members 
Mstep: Class 6 contains 32073 members 
Mstep: Class 7 contains 532 members 
Mstep: Class 8 contains 131141 members 
Mstep: Class 9 contains 196366 members 
Mstep: Class 10 contains 120163 members 
Mstep: Class 11 contains 1737 members 
Mstep: Class 12 contains 8590 members 
Mstep: Class 13 contains 534 members 
Mstep: Class 14 contains 1840 members 
Mstep: Class 15 contains 96915 members 
Mstep: Class 16 contains 17312 members 
Mstep: Class 17 contains 17014 members 
Mstep: Class 18 contains 44088 members 
Mstep: Class 19 contains 113631 members 
Mstep: Class 20 contains 1039 members 
Mstep: Class 21 contains 982 members 
Mstep: Class 22 contains 1585 members 
Mstep: Class 23 contains 642 members 
Mstep: Class 24 contains 132155 members 
Mstep: Class 25 contains 129633 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 811 members 
Mstep: Class 28 contains 135273 members 
Mstep: Class 29 contains 101101 members 
Mstep: Class 30 contains 88648 members 
Mstep: Class 31 contains 6807 members 
Mstep: Class 32 contains 626 members 
Mstep: Class 33 contains 687 members 
Mstep: Class 34 contains 3559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194586928.000000 Penalty: 79336.289062
Iteration 74Q: 35 clusters Score -1.945869e+08 nChanged 14350
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 152787 members 
Mstep: Class 2 contains 56154 members 
Mstep: Class 3 contains 7384 members 
Mstep: Class 4 contains 8156 members 
Mstep: Class 5 contains 112909 members 
Mstep: Class 6 contains 32493 members 
Mstep: Class 7 contains 531 members 
Mstep: Class 8 contains 130882 members 
Mstep: Class 9 contains 196484 members 
Mstep: Class 10 contains 119180 members 
Mstep: Class 11 contains 1777 members 
Mstep: Class 12 contains 8639 members 
Mstep: Class 13 contains 534 members 
Mstep: Class 14 contains 1838 members 
Mstep: Class 15 contains 96576 members 
Mstep: Class 16 contains 17335 members 
Mstep: Class 17 contains 16946 members 
Mstep: Class 18 contains 44095 members 
Mstep: Class 19 contains 113458 members 
Mstep: Class 20 contains 1040 members 
Mstep: Class 21 contains 982 members 
Mstep: Class 22 contains 1584 members 
Mstep: Class 23 contains 643 members 
Mstep: Class 24 contains 131894 members 
Mstep: Class 25 contains 130810 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 814 members 
Mstep: Class 28 contains 135346 members 
Mstep: Class 29 contains 101053 members 
Mstep: Class 30 contains 88300 members 
Mstep: Class 31 contains 6876 members 
Mstep: Class 32 contains 626 members 
Mstep: Class 33 contains 686 members 
Mstep: Class 34 contains 3563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194587296.000000 Penalty: 79336.289062
Iteration 75Q: 35 clusters Score -1.945873e+08 nChanged 13555
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 153193 members 
Mstep: Class 2 contains 55759 members 
Mstep: Class 3 contains 7624 members 
Mstep: Class 4 contains 8163 members 
Mstep: Class 5 contains 113118 members 
Mstep: Class 6 contains 32873 members 
Mstep: Class 7 contains 530 members 
Mstep: Class 8 contains 130602 members 
Mstep: Class 9 contains 196572 members 
Mstep: Class 10 contains 117848 members 
Mstep: Class 11 contains 1822 members 
Mstep: Class 12 contains 8684 members 
Mstep: Class 13 contains 534 members 
Mstep: Class 14 contains 1838 members 
Mstep: Class 15 contains 96330 members 
Mstep: Class 16 contains 17365 members 
Mstep: Class 17 contains 16891 members 
Mstep: Class 18 contains 44130 members 
Mstep: Class 19 contains 113291 members 
Mstep: Class 20 contains 1041 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1587 members 
Mstep: Class 23 contains 643 members 
Mstep: Class 24 contains 131878 members 
Mstep: Class 25 contains 131765 members 
Mstep: Class 26 contains 434 members 
Mstep: Class 27 contains 815 members 
Mstep: Class 28 contains 135729 members 
Mstep: Class 29 contains 100999 members 
Mstep: Class 30 contains 87937 members 
Mstep: Class 31 contains 6949 members 
Mstep: Class 32 contains 626 members 
Mstep: Class 33 contains 686 members 
Mstep: Class 34 contains 3570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194586048.000000 Penalty: 79336.289062
Iteration 76Q: 35 clusters Score -1.94586e+08 nChanged 12775
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 153584 members 
Mstep: Class 2 contains 55415 members 
Mstep: Class 3 contains 7874 members 
Mstep: Class 4 contains 8170 members 
Mstep: Class 5 contains 113245 members 
Mstep: Class 6 contains 33198 members 
Mstep: Class 7 contains 528 members 
Mstep: Class 8 contains 130305 members 
Mstep: Class 9 contains 196690 members 
Mstep: Class 10 contains 116450 members 
Mstep: Class 11 contains 1859 members 
Mstep: Class 12 contains 8726 members 
Mstep: Class 13 contains 534 members 
Mstep: Class 14 contains 1841 members 
Mstep: Class 15 contains 96010 members 
Mstep: Class 16 contains 17374 members 
Mstep: Class 17 contains 16855 members 
Mstep: Class 18 contains 44158 members 
Mstep: Class 19 contains 113308 members 
Mstep: Class 20 contains 1042 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1588 members 
Mstep: Class 23 contains 643 members 
Mstep: Class 24 contains 132179 members 
Mstep: Class 25 contains 132208 members 
Mstep: Class 26 contains 433 members 
Mstep: Class 27 contains 815 members 
Mstep: Class 28 contains 136289 members 
Mstep: Class 29 contains 100978 members 
Mstep: Class 30 contains 87611 members 
Mstep: Class 31 contains 7029 members 
Mstep: Class 32 contains 626 members 
Mstep: Class 33 contains 686 members 
Mstep: Class 34 contains 3575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194584352.000000 Penalty: 79336.289062
Iteration 77Q: 35 clusters Score -1.945844e+08 nChanged 12165
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 153967 members 
Mstep: Class 2 contains 55080 members 
Mstep: Class 3 contains 8088 members 
Mstep: Class 4 contains 8181 members 
Mstep: Class 5 contains 113480 members 
Mstep: Class 6 contains 33502 members 
Mstep: Class 7 contains 527 members 
Mstep: Class 8 contains 130143 members 
Mstep: Class 9 contains 196804 members 
Mstep: Class 10 contains 115063 members 
Mstep: Class 11 contains 1900 members 
Mstep: Class 12 contains 8773 members 
Mstep: Class 13 contains 534 members 
Mstep: Class 14 contains 1845 members 
Mstep: Class 15 contains 95734 members 
Mstep: Class 16 contains 17369 members 
Mstep: Class 17 contains 16807 members 
Mstep: Class 18 contains 44162 members 
Mstep: Class 19 contains 113333 members 
Mstep: Class 20 contains 1042 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1587 members 
Mstep: Class 23 contains 643 members 
Mstep: Class 24 contains 132354 members 
Mstep: Class 25 contains 132533 members 
Mstep: Class 26 contains 433 members 
Mstep: Class 27 contains 812 members 
Mstep: Class 28 contains 136782 members 
Mstep: Class 29 contains 101009 members 
Mstep: Class 30 contains 87331 members 
Mstep: Class 31 contains 7113 members 
Mstep: Class 32 contains 626 members 
Mstep: Class 33 contains 686 members 
Mstep: Class 34 contains 3583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194584272.000000 Penalty: 79336.289062
Iteration 78Q: 35 clusters Score -1.945843e+08 nChanged 11852
Entering ConstructFrom: 
Score: -194584272.000000 Penalty: 79336.289062
Entering ConstructFrom: 
Trying to split cluster 1 (154378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154378 members 
Entering Unmasked Estep 
Score: -17534364.000000 Penalty: 1941.413452
	Iteration 0F: 2 clusters Score -1.753436e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77250 members 
Mstep: Class 2 contains 77128 members 
Entering Unmasked Estep 
Score: -17436324.000000 Penalty: 3882.826904
	Iteration 0F: 3 clusters Score -1.743632e+07 nChanged 74431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79993 members 
Mstep: Class 2 contains 74385 members 
Entering Unmasked Estep 
Score: -17479822.000000 Penalty: 3882.826904
	Iteration 1F: 3 clusters Score -1.747982e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81765 members 
Mstep: Class 2 contains 72613 members 
Entering Unmasked Estep 
Score: -17480748.000000 Penalty: 3882.826904
	Iteration 2Q: 3 clusters Score -1.748075e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84487 members 
Mstep: Class 2 contains 69891 members 
Entering Unmasked Estep 
Score: -17482204.000000 Penalty: 3882.826904
	Iteration 3Q: 3 clusters Score -1.74822e+07 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88741 members 
Mstep: Class 2 contains 65637 members 
Entering Unmasked Estep 
Score: -17484452.000000 Penalty: 3882.826904
	Iteration 4Q: 3 clusters Score -1.748445e+07 nChanged 7716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94883 members 
Mstep: Class 2 contains 59495 members 
Entering Unmasked Estep 
Score: -17488202.000000 Penalty: 3882.826904
	Iteration 5Q: 3 clusters Score -1.74882e+07 nChanged 9395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103222 members 
Mstep: Class 2 contains 51156 members 
Entering Unmasked Estep 
Score: -17493724.000000 Penalty: 3882.826904
	Iteration 6F: 3 clusters Score -1.749372e+07 nChanged 10875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113281 members 
Mstep: Class 2 contains 41097 members 
Entering Unmasked Estep 
Score: -17500988.000000 Penalty: 3882.826904
	Iteration 7F: 3 clusters Score -1.750099e+07 nChanged 10861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123578 members 
Mstep: Class 2 contains 30800 members 
Entering Unmasked Estep 
Score: -17508828.000000 Penalty: 3882.826904
	Iteration 8F: 3 clusters Score -1.750883e+07 nChanged 9222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132460 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -17515698.000000 Penalty: 3882.826904
	Iteration 9F: 3 clusters Score -1.75157e+07 nChanged 6917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139149 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -17521096.000000 Penalty: 3882.826904
	Iteration 10Q: 3 clusters Score -1.75211e+07 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143655 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -17525060.000000 Penalty: 3882.826904
	Iteration 11Q: 3 clusters Score -1.752506e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146645 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -17527892.000000 Penalty: 3882.826904
	Iteration 12Q: 3 clusters Score -1.752789e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148503 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -17529760.000000 Penalty: 3882.826904
	Iteration 13Q: 3 clusters Score -1.752976e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149676 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -17531044.000000 Penalty: 3882.826904
	Iteration 14Q: 3 clusters Score -1.753104e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150401 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -17532042.000000 Penalty: 3882.826904
	Iteration 15Q: 3 clusters Score -1.753204e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150854 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -17532698.000000 Penalty: 3882.826904
	Iteration 16Q: 3 clusters Score -1.75327e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151108 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -17533056.000000 Penalty: 3882.826904
	Iteration 17Q: 3 clusters Score -1.753306e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151232 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -17533312.000000 Penalty: 3882.826904
	Iteration 18Q: 3 clusters Score -1.753331e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151281 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -17533540.000000 Penalty: 3882.826904
	Iteration 19Q: 3 clusters Score -1.753354e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151290 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -17533656.000000 Penalty: 3882.826904
	Iteration 20F: 3 clusters Score -1.753366e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151298 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -17533742.000000 Penalty: 3882.826904
	Iteration 21Q: 3 clusters Score -1.753374e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151276 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -17533812.000000 Penalty: 3882.826904
	Iteration 22Q: 3 clusters Score -1.753381e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151242 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -17533888.000000 Penalty: 3882.826904
	Iteration 23Q: 3 clusters Score -1.753389e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151197 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -17533930.000000 Penalty: 3882.826904
	Iteration 24Q: 3 clusters Score -1.753393e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151161 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -17533980.000000 Penalty: 3882.826904
	Iteration 25Q: 3 clusters Score -1.753398e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151137 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -17533972.000000 Penalty: 3882.826904
	Iteration 26Q: 3 clusters Score -1.753397e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151112 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -17534028.000000 Penalty: 3882.826904
	Iteration 27Q: 3 clusters Score -1.753403e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151092 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -17534026.000000 Penalty: 3882.826904
	Iteration 28Q: 3 clusters Score -1.753403e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151088 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -17534018.000000 Penalty: 3882.826904
	Iteration 29Q: 3 clusters Score -1.753402e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151073 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -17534038.000000 Penalty: 3882.826904
	Iteration 30Q: 3 clusters Score -1.753404e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151056 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -17534060.000000 Penalty: 3882.826904
	Iteration 31Q: 3 clusters Score -1.753406e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151050 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -17534050.000000 Penalty: 3882.826904
	Iteration 32Q: 3 clusters Score -1.753405e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151050 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -17534090.000000 Penalty: 3882.826904
	Iteration 33Q: 3 clusters Score -1.753409e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151046 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -17534088.000000 Penalty: 3882.826904
	Iteration 34Q: 3 clusters Score -1.753409e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151049 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -17534072.000000 Penalty: 3882.826904
	Iteration 35Q: 3 clusters Score -1.753407e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151050 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -17534102.000000 Penalty: 3882.826904
	Iteration 36Q: 3 clusters Score -1.75341e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151043 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -17534080.000000 Penalty: 3882.826904
	Iteration 37Q: 3 clusters Score -1.753408e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151043 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -17534104.000000 Penalty: 3882.826904
	Iteration 38Q: 3 clusters Score -1.75341e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151047 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -17534110.000000 Penalty: 3882.826904
	Iteration 39Q: 3 clusters Score -1.753411e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151044 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -17534126.000000 Penalty: 3882.826904
	Iteration 40F: 3 clusters Score -1.753413e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151043 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -17534124.000000 Penalty: 3882.826904
	Iteration 41Q: 3 clusters Score -1.753412e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151049 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -17534132.000000 Penalty: 3882.826904
	Iteration 42Q: 3 clusters Score -1.753413e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151053 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -17534140.000000 Penalty: 3882.826904
	Iteration 43Q: 3 clusters Score -1.753414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151056 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -17534128.000000 Penalty: 3882.826904
	Iteration 44Q: 3 clusters Score -1.753413e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151058 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -17534142.000000 Penalty: 3882.826904
	Iteration 45Q: 3 clusters Score -1.753414e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151054 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -17534140.000000 Penalty: 3882.826904
	Iteration 46Q: 3 clusters Score -1.753414e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151053 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -17534144.000000 Penalty: 3882.826904
	Iteration 47Q: 3 clusters Score -1.753414e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151056 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -17534136.000000 Penalty: 3882.826904
	Iteration 48Q: 3 clusters Score -1.753414e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151062 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -17534128.000000 Penalty: 3882.826904
	Iteration 49Q: 3 clusters Score -1.753413e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151062 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -17534150.000000 Penalty: 3882.826904
	Iteration 50Q: 3 clusters Score -1.753415e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151065 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -17534156.000000 Penalty: 3882.826904
	Iteration 51Q: 3 clusters Score -1.753416e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151067 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -17534144.000000 Penalty: 3882.826904
	Iteration 52Q: 3 clusters Score -1.753414e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151070 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -17534158.000000 Penalty: 3882.826904
	Iteration 53Q: 3 clusters Score -1.753416e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151071 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -17534154.000000 Penalty: 3882.826904
	Iteration 54Q: 3 clusters Score -1.753415e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151070 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -17534164.000000 Penalty: 3882.826904
	Iteration 55Q: 3 clusters Score -1.753416e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151072 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -17534172.000000 Penalty: 3882.826904
	Iteration 56Q: 3 clusters Score -1.753417e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151075 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -17534168.000000 Penalty: 3882.826904
	Iteration 57Q: 3 clusters Score -1.753417e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151077 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -17534162.000000 Penalty: 3882.826904
	Iteration 58Q: 3 clusters Score -1.753416e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151076 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -17534160.000000 Penalty: 3882.826904
	Iteration 59Q: 3 clusters Score -1.753416e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151074 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -17534174.000000 Penalty: 3882.826904
	Iteration 60F: 3 clusters Score -1.753417e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151072 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -17534170.000000 Penalty: 3882.826904
	Iteration 61Q: 3 clusters Score -1.753417e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151077 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -17534180.000000 Penalty: 3882.826904
	Iteration 62Q: 3 clusters Score -1.753418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151079 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -17534180.000000 Penalty: 3882.826904
	Iteration 63Q: 3 clusters Score -1.753418e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151082 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -17534186.000000 Penalty: 3882.826904
	Iteration 64Q: 3 clusters Score -1.753419e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151085 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -17534196.000000 Penalty: 3882.826904
	Iteration 65Q: 3 clusters Score -1.75342e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151088 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -17534204.000000 Penalty: 3882.826904
	Iteration 66Q: 3 clusters Score -1.75342e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151088 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -17534206.000000 Penalty: 3882.826904
	Iteration 67Q: 3 clusters Score -1.753421e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151088 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -17534194.000000 Penalty: 3882.826904
	Iteration 68Q: 3 clusters Score -1.753419e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151084 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -17534204.000000 Penalty: 3882.826904
	Iteration 69Q: 3 clusters Score -1.75342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151083 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -17534208.000000 Penalty: 3882.826904
	Iteration 70Q: 3 clusters Score -1.753421e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151081 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -17534208.000000 Penalty: 3882.826904
	Iteration 71Q: 3 clusters Score -1.753421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151083 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -17534200.000000 Penalty: 3882.826904
	Iteration 72Q: 3 clusters Score -1.75342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151082 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -17534206.000000 Penalty: 3882.826904
	Iteration 73Q: 3 clusters Score -1.753421e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151082 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -17534202.000000 Penalty: 3882.826904
	Iteration 74Q: 3 clusters Score -1.75342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151081 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -17534198.000000 Penalty: 3882.826904
	Iteration 75Q: 3 clusters Score -1.75342e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151079 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -17534202.000000 Penalty: 3882.826904
	Iteration 76Q: 3 clusters Score -1.75342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151080 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -17534214.000000 Penalty: 3882.826904
	Iteration 77Q: 3 clusters Score -1.753421e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151080 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -17534214.000000 Penalty: 3882.826904
	Iteration 78F: 3 clusters Score -1.753421e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (54784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54784 members 
Entering Unmasked Estep 
Score: -5975180.000000 Penalty: 1773.062500
	Iteration 0F: 2 clusters Score -5975180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -5938596.000000 Penalty: 3546.125000
	Iteration 0F: 3 clusters Score -5938596 nChanged 25721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 27903 members 
Entering Unmasked Estep 
Score: -5953269.000000 Penalty: 3546.125000
	Iteration 1F: 3 clusters Score -5953269 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 28110 members 
Entering Unmasked Estep 
Score: -5953947.000000 Penalty: 3546.125000
	Iteration 2Q: 3 clusters Score -5953947 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -5954786.500000 Penalty: 3546.125000
	Iteration 3Q: 3 clusters Score -5954786 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 29144 members 
Entering Unmasked Estep 
Score: -5955875.500000 Penalty: 3546.125000
	Iteration 4Q: 3 clusters Score -5955876 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -5957268.000000 Penalty: 3546.125000
	Iteration 5F: 3 clusters Score -5957268 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 31534 members 
Entering Unmasked Estep 
Score: -5959134.500000 Penalty: 3546.125000
	Iteration 6F: 3 clusters Score -5959134 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 33227 members 
Entering Unmasked Estep 
Score: -5961364.000000 Penalty: 3546.125000
	Iteration 7F: 3 clusters Score -5961364 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 35076 members 
Entering Unmasked Estep 
Score: -5963851.500000 Penalty: 3546.125000
	Iteration 8F: 3 clusters Score -5963852 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -5965964.000000 Penalty: 3546.125000
	Iteration 9F: 3 clusters Score -5965964 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 38128 members 
Entering Unmasked Estep 
Score: -5967242.000000 Penalty: 3546.125000
	Iteration 10Q: 3 clusters Score -5967242 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -5967963.000000 Penalty: 3546.125000
	Iteration 11Q: 3 clusters Score -5967963 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 40460 members 
Entering Unmasked Estep 
Score: -5968520.500000 Penalty: 3546.125000
	Iteration 12Q: 3 clusters Score -5968520 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 41577 members 
Entering Unmasked Estep 
Score: -5968997.500000 Penalty: 3546.125000
	Iteration 13Q: 3 clusters Score -5968998 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 42617 members 
Entering Unmasked Estep 
Score: -5969521.000000 Penalty: 3546.125000
	Iteration 14Q: 3 clusters Score -5969521 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 43606 members 
Entering Unmasked Estep 
Score: -5969983.500000 Penalty: 3546.125000
	Iteration 15Q: 3 clusters Score -5969984 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 44560 members 
Entering Unmasked Estep 
Score: -5970460.500000 Penalty: 3546.125000
	Iteration 16Q: 3 clusters Score -5970460 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 45445 members 
Entering Unmasked Estep 
Score: -5970871.500000 Penalty: 3546.125000
	Iteration 17Q: 3 clusters Score -5970872 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
Score: -5971177.000000 Penalty: 3546.125000
	Iteration 18Q: 3 clusters Score -5971177 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 46945 members 
Entering Unmasked Estep 
Score: -5971485.500000 Penalty: 3546.125000
	Iteration 19Q: 3 clusters Score -5971486 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 47610 members 
Entering Unmasked Estep 
Score: -5971782.500000 Penalty: 3546.125000
	Iteration 20F: 3 clusters Score -5971782 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 48208 members 
Entering Unmasked Estep 
Score: -5972039.500000 Penalty: 3546.125000
	Iteration 21Q: 3 clusters Score -5972040 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 48750 members 
Entering Unmasked Estep 
Score: -5972235.500000 Penalty: 3546.125000
	Iteration 22Q: 3 clusters Score -5972236 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 49261 members 
Entering Unmasked Estep 
Score: -5972406.500000 Penalty: 3546.125000
	Iteration 23Q: 3 clusters Score -5972406 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 49724 members 
Entering Unmasked Estep 
Score: -5972622.000000 Penalty: 3546.125000
	Iteration 24Q: 3 clusters Score -5972622 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 50160 members 
Entering Unmasked Estep 
Score: -5972740.000000 Penalty: 3546.125000
	Iteration 25Q: 3 clusters Score -5972740 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 50569 members 
Entering Unmasked Estep 
Score: -5972888.500000 Penalty: 3546.125000
	Iteration 26Q: 3 clusters Score -5972888 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 50945 members 
Entering Unmasked Estep 
Score: -5973045.500000 Penalty: 3546.125000
	Iteration 27Q: 3 clusters Score -5973046 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 51248 members 
Entering Unmasked Estep 
Score: -5973151.000000 Penalty: 3546.125000
	Iteration 28Q: 3 clusters Score -5973151 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 51525 members 
Entering Unmasked Estep 
Score: -5973244.000000 Penalty: 3546.125000
	Iteration 29Q: 3 clusters Score -5973244 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 51776 members 
Entering Unmasked Estep 
Score: -5973340.500000 Penalty: 3546.125000
	Iteration 30Q: 3 clusters Score -5973340 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 51995 members 
Entering Unmasked Estep 
Score: -5973369.500000 Penalty: 3546.125000
	Iteration 31Q: 3 clusters Score -5973370 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 52182 members 
Entering Unmasked Estep 
Score: -5973439.500000 Penalty: 3546.125000
	Iteration 32Q: 3 clusters Score -5973440 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 52318 members 
Entering Unmasked Estep 
Score: -5973477.000000 Penalty: 3546.125000
	Iteration 33Q: 3 clusters Score -5973477 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 52455 members 
Entering Unmasked Estep 
Score: -5973501.000000 Penalty: 3546.125000
	Iteration 34Q: 3 clusters Score -5973501 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 52571 members 
Entering Unmasked Estep 
Score: -5973530.000000 Penalty: 3546.125000
	Iteration 35Q: 3 clusters Score -5973530 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 52665 members 
Entering Unmasked Estep 
Score: -5973573.000000 Penalty: 3546.125000
	Iteration 36Q: 3 clusters Score -5973573 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 52755 members 
Entering Unmasked Estep 
Score: -5973601.500000 Penalty: 3546.125000
	Iteration 37Q: 3 clusters Score -5973602 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 52837 members 
Entering Unmasked Estep 
Score: -5973609.500000 Penalty: 3546.125000
	Iteration 38Q: 3 clusters Score -5973610 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 52896 members 
Entering Unmasked Estep 
Score: -5973632.500000 Penalty: 3546.125000
	Iteration 39Q: 3 clusters Score -5973632 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 52951 members 
Entering Unmasked Estep 
Score: -5973659.500000 Penalty: 3546.125000
	Iteration 40F: 3 clusters Score -5973660 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 53005 members 
Entering Unmasked Estep 
Score: -5973665.500000 Penalty: 3546.125000
	Iteration 41Q: 3 clusters Score -5973666 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 53052 members 
Entering Unmasked Estep 
Score: -5973687.000000 Penalty: 3546.125000
	Iteration 42Q: 3 clusters Score -5973687 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 53089 members 
Entering Unmasked Estep 
Score: -5973686.000000 Penalty: 3546.125000
	Iteration 43Q: 3 clusters Score -5973686 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 53129 members 
Entering Unmasked Estep 
Score: -5973689.500000 Penalty: 3546.125000
	Iteration 44Q: 3 clusters Score -5973690 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 53169 members 
Entering Unmasked Estep 
Score: -5973700.000000 Penalty: 3546.125000
	Iteration 45Q: 3 clusters Score -5973700 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 53213 members 
Entering Unmasked Estep 
Score: -5973710.000000 Penalty: 3546.125000
	Iteration 46Q: 3 clusters Score -5973710 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 53250 members 
Entering Unmasked Estep 
Score: -5973728.500000 Penalty: 3546.125000
	Iteration 47Q: 3 clusters Score -5973728 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 53285 members 
Entering Unmasked Estep 
Score: -5973726.000000 Penalty: 3546.125000
	Iteration 48Q: 3 clusters Score -5973726 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 53316 members 
Entering Unmasked Estep 
Score: -5973736.000000 Penalty: 3546.125000
	Iteration 49Q: 3 clusters Score -5973736 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 53336 members 
Entering Unmasked Estep 
Score: -5973746.500000 Penalty: 3546.125000
	Iteration 50Q: 3 clusters Score -5973746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 53348 members 
Entering Unmasked Estep 
Score: -5973732.000000 Penalty: 3546.125000
	Iteration 51Q: 3 clusters Score -5973732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 53358 members 
Entering Unmasked Estep 
Score: -5973739.000000 Penalty: 3546.125000
	Iteration 52Q: 3 clusters Score -5973739 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 53374 members 
Entering Unmasked Estep 
Score: -5973754.500000 Penalty: 3546.125000
	Iteration 53Q: 3 clusters Score -5973754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 53389 members 
Entering Unmasked Estep 
Score: -5973749.500000 Penalty: 3546.125000
	Iteration 54Q: 3 clusters Score -5973750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 53403 members 
Entering Unmasked Estep 
Score: -5973764.000000 Penalty: 3546.125000
	Iteration 55Q: 3 clusters Score -5973764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 53410 members 
Entering Unmasked Estep 
Score: -5973770.000000 Penalty: 3546.125000
	Iteration 56Q: 3 clusters Score -5973770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 53422 members 
Entering Unmasked Estep 
Score: -5973766.500000 Penalty: 3546.125000
	Iteration 57Q: 3 clusters Score -5973766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 53432 members 
Entering Unmasked Estep 
Score: -5973771.000000 Penalty: 3546.125000
	Iteration 58Q: 3 clusters Score -5973771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 53440 members 
Entering Unmasked Estep 
Score: -5973776.500000 Penalty: 3546.125000
	Iteration 59Q: 3 clusters Score -5973776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 53445 members 
Entering Unmasked Estep 
Score: -5973777.500000 Penalty: 3546.125000
	Iteration 60F: 3 clusters Score -5973778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 53449 members 
Entering Unmasked Estep 
Score: -5973775.000000 Penalty: 3546.125000
	Iteration 61Q: 3 clusters Score -5973775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 53452 members 
Entering Unmasked Estep 
Score: -5973775.000000 Penalty: 3546.125000
	Iteration 62Q: 3 clusters Score -5973775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 53458 members 
Entering Unmasked Estep 
Score: -5973784.500000 Penalty: 3546.125000
	Iteration 63Q: 3 clusters Score -5973784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 53466 members 
Entering Unmasked Estep 
Score: -5973776.000000 Penalty: 3546.125000
	Iteration 64Q: 3 clusters Score -5973776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 53470 members 
Entering Unmasked Estep 
Score: -5973781.000000 Penalty: 3546.125000
	Iteration 65Q: 3 clusters Score -5973781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 53475 members 
Entering Unmasked Estep 
Score: -5973786.500000 Penalty: 3546.125000
	Iteration 66Q: 3 clusters Score -5973786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 53481 members 
Entering Unmasked Estep 
Score: -5973775.500000 Penalty: 3546.125000
	Iteration 67Q: 3 clusters Score -5973776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 53485 members 
Entering Unmasked Estep 
Score: -5973779.500000 Penalty: 3546.125000
	Iteration 68Q: 3 clusters Score -5973780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 53490 members 
Entering Unmasked Estep 
Score: -5973780.000000 Penalty: 3546.125000
	Iteration 69Q: 3 clusters Score -5973780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 53494 members 
Entering Unmasked Estep 
Score: -5973778.500000 Penalty: 3546.125000
	Iteration 70Q: 3 clusters Score -5973778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 53499 members 
Entering Unmasked Estep 
Score: -5973781.500000 Penalty: 3546.125000
	Iteration 71Q: 3 clusters Score -5973782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 53503 members 
Entering Unmasked Estep 
Score: -5973782.000000 Penalty: 3546.125000
	Iteration 72Q: 3 clusters Score -5973782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 53503 members 
Entering Unmasked Estep 
Score: -5973782.000000 Penalty: 3546.125000
	Iteration 73F: 3 clusters Score -5973782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Entering Unmasked Estep 
Score: -981633.625000 Penalty: 1466.323486
	Iteration 0F: 2 clusters Score -981633.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -975622.312500 Penalty: 2932.646973
	Iteration 0F: 3 clusters Score -975622.3 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -977662.812500 Penalty: 2932.646973
	Iteration 1F: 3 clusters Score -977662.8 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -978168.250000 Penalty: 2932.646973
	Iteration 2F: 3 clusters Score -978168.2 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -978682.375000 Penalty: 2932.646973
	Iteration 3F: 3 clusters Score -978682.4 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -979160.062500 Penalty: 2932.646973
	Iteration 4F: 3 clusters Score -979160.1 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -979582.375000 Penalty: 2932.646973
	Iteration 5F: 3 clusters Score -979582.4 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -979959.125000 Penalty: 2932.646973
	Iteration 6F: 3 clusters Score -979959.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -980263.250000 Penalty: 2932.646973
	Iteration 7Q: 3 clusters Score -980263.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -980462.437500 Penalty: 2932.646973
	Iteration 8Q: 3 clusters Score -980462.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -980554.375000 Penalty: 2932.646973
	Iteration 9Q: 3 clusters Score -980554.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -980598.500000 Penalty: 2932.646973
	Iteration 10Q: 3 clusters Score -980598.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -980619.625000 Penalty: 2932.646973
	Iteration 11Q: 3 clusters Score -980619.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -980636.875000 Penalty: 2932.646973
	Iteration 12Q: 3 clusters Score -980636.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -980643.875000 Penalty: 2932.646973
	Iteration 13Q: 3 clusters Score -980643.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -980652.375000 Penalty: 2932.646973
	Iteration 14Q: 3 clusters Score -980652.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -980653.000000 Penalty: 2932.646973
	Iteration 15Q: 3 clusters Score -980653 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -980655.625000 Penalty: 2932.646973
	Iteration 16Q: 3 clusters Score -980655.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -980659.625000 Penalty: 2932.646973
	Iteration 17Q: 3 clusters Score -980659.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -980663.500000 Penalty: 2932.646973
	Iteration 18Q: 3 clusters Score -980663.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -980664.812500 Penalty: 2932.646973
	Iteration 19Q: 3 clusters Score -980664.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -980664.937500 Penalty: 2932.646973
	Iteration 20F: 3 clusters Score -980664.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -980667.625000 Penalty: 2932.646973
	Iteration 21Q: 3 clusters Score -980667.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -980668.125000 Penalty: 2932.646973
	Iteration 22Q: 3 clusters Score -980668.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -980670.812500 Penalty: 2932.646973
	Iteration 23Q: 3 clusters Score -980670.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -980671.875000 Penalty: 2932.646973
	Iteration 24Q: 3 clusters Score -980671.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -980671.125000 Penalty: 2932.646973
	Iteration 25Q: 3 clusters Score -980671.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -980670.250000 Penalty: 2932.646973
	Iteration 26Q: 3 clusters Score -980670.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -980673.375000 Penalty: 2932.646973
	Iteration 27Q: 3 clusters Score -980673.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -980672.750000 Penalty: 2932.646973
	Iteration 28Q: 3 clusters Score -980672.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -980673.187500 Penalty: 2932.646973
	Iteration 29Q: 3 clusters Score -980673.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -980672.875000 Penalty: 2932.646973
	Iteration 30Q: 3 clusters Score -980672.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -980674.812500 Penalty: 2932.646973
	Iteration 31Q: 3 clusters Score -980674.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -980674.187500 Penalty: 2932.646973
	Iteration 32Q: 3 clusters Score -980674.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -980677.437500 Penalty: 2932.646973
	Iteration 33Q: 3 clusters Score -980677.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -980677.437500 Penalty: 2932.646973
	Iteration 34Q: 3 clusters Score -980677.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -980677.437500 Penalty: 2932.646973
	Iteration 35F: 3 clusters Score -980677.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Entering Unmasked Estep 
Score: -836467.750000 Penalty: 1464.213867
	Iteration 0F: 2 clusters Score -836467.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -830505.687500 Penalty: 2928.427734
	Iteration 0F: 3 clusters Score -830505.7 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -832617.625000 Penalty: 2928.427734
	Iteration 1F: 3 clusters Score -832617.6 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -833097.812500 Penalty: 2928.427734
	Iteration 2F: 3 clusters Score -833097.8 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -833463.437500 Penalty: 2928.427734
	Iteration 3F: 3 clusters Score -833463.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -833824.250000 Penalty: 2928.427734
	Iteration 4F: 3 clusters Score -833824.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -834150.437500 Penalty: 2928.427734
	Iteration 5F: 3 clusters Score -834150.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -834430.687500 Penalty: 2928.427734
	Iteration 6F: 3 clusters Score -834430.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -834657.000000 Penalty: 2928.427734
	Iteration 7Q: 3 clusters Score -834657 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -834832.937500 Penalty: 2928.427734
	Iteration 8Q: 3 clusters Score -834832.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -835010.500000 Penalty: 2928.427734
	Iteration 9Q: 3 clusters Score -835010.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -835233.937500 Penalty: 2928.427734
	Iteration 10Q: 3 clusters Score -835233.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -835519.000000 Penalty: 2928.427734
	Iteration 11Q: 3 clusters Score -835519 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -835788.250000 Penalty: 2928.427734
	Iteration 12Q: 3 clusters Score -835788.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -836015.562500 Penalty: 2928.427734
	Iteration 13Q: 3 clusters Score -836015.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -836189.312500 Penalty: 2928.427734
	Iteration 14Q: 3 clusters Score -836189.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -836313.500000 Penalty: 2928.427734
	Iteration 15Q: 3 clusters Score -836313.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -836394.250000 Penalty: 2928.427734
	Iteration 16Q: 3 clusters Score -836394.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -836432.562500 Penalty: 2928.427734
	Iteration 17Q: 3 clusters Score -836432.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -836450.000000 Penalty: 2928.427734
	Iteration 18Q: 3 clusters Score -836450 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -836466.062500 Penalty: 2928.427734
	Iteration 19Q: 3 clusters Score -836466.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -836487.437500 Penalty: 2928.427734
	Iteration 20F: 3 clusters Score -836487.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -836507.187500 Penalty: 2928.427734
	Iteration 21Q: 3 clusters Score -836507.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -836519.875000 Penalty: 2928.427734
	Iteration 22Q: 3 clusters Score -836519.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -836530.687500 Penalty: 2928.427734
	Iteration 23Q: 3 clusters Score -836530.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -836535.625000 Penalty: 2928.427734
	Iteration 24Q: 3 clusters Score -836535.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -836543.875000 Penalty: 2928.427734
	Iteration 25Q: 3 clusters Score -836543.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -836545.375000 Penalty: 2928.427734
	Iteration 26Q: 3 clusters Score -836545.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -836544.812500 Penalty: 2928.427734
	Iteration 27Q: 3 clusters Score -836544.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -836546.687500 Penalty: 2928.427734
	Iteration 28Q: 3 clusters Score -836546.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -836549.250000 Penalty: 2928.427734
	Iteration 29Q: 3 clusters Score -836549.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -836549.375000 Penalty: 2928.427734
	Iteration 30Q: 3 clusters Score -836549.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -836551.187500 Penalty: 2928.427734
	Iteration 31Q: 3 clusters Score -836551.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -836552.250000 Penalty: 2928.427734
	Iteration 32Q: 3 clusters Score -836552.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -836552.250000 Penalty: 2928.427734
	Iteration 33F: 3 clusters Score -836552.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 154378 members 
Mstep: Class 2 contains 54784 members 
Mstep: Class 3 contains 8296 members 
Mstep: Class 4 contains 7522 members 
Mstep: Class 5 contains 113721 members 
Mstep: Class 6 contains 33767 members 
Mstep: Class 7 contains 526 members 
Mstep: Class 8 contains 129954 members 
Mstep: Class 9 contains 196875 members 
Mstep: Class 10 contains 113799 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 8836 members 
Mstep: Class 13 contains 534 members 
Mstep: Class 14 contains 1848 members 
Mstep: Class 15 contains 95533 members 
Mstep: Class 16 contains 17376 members 
Mstep: Class 17 contains 16786 members 
Mstep: Class 18 contains 44172 members 
Mstep: Class 19 contains 113401 members 
Mstep: Class 20 contains 1042 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1590 members 
Mstep: Class 23 contains 643 members 
Mstep: Class 24 contains 132600 members 
Mstep: Class 25 contains 132619 members 
Mstep: Class 26 contains 433 members 
Mstep: Class 27 contains 812 members 
Mstep: Class 28 contains 137181 members 
Mstep: Class 29 contains 101034 members 
Mstep: Class 30 contains 87063 members 
Mstep: Class 31 contains 7200 members 
Mstep: Class 32 contains 625 members 
Mstep: Class 33 contains 686 members 
Mstep: Class 34 contains 3590 members 
Mstep: Class 35 contains 667 members 
Entering Unmasked Estep 
Score: -194584800.000000 Penalty: 81669.710938
Splitting cluster 4 changes total score from -194584272.000000 to -194584800.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 5 (113721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113721 members 
Entering Unmasked Estep 
Score: -13448077.000000 Penalty: 1891.744263
	Iteration 0F: 2 clusters Score -1.344808e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56893 members 
Mstep: Class 2 contains 56828 members 
Entering Unmasked Estep 
Score: -13378444.000000 Penalty: 3783.488525
	Iteration 0F: 3 clusters Score -1.337844e+07 nChanged 54458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57525 members 
Mstep: Class 2 contains 56196 members 
Entering Unmasked Estep 
Score: -13410093.000000 Penalty: 3783.488525
	Iteration 1F: 3 clusters Score -1.341009e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57989 members 
Mstep: Class 2 contains 55732 members 
Entering Unmasked Estep 
Score: -13410613.000000 Penalty: 3783.488525
	Iteration 2Q: 3 clusters Score -1.341061e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58638 members 
Mstep: Class 2 contains 55083 members 
Entering Unmasked Estep 
Score: -13411074.000000 Penalty: 3783.488525
	Iteration 3Q: 3 clusters Score -1.341107e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59636 members 
Mstep: Class 2 contains 54085 members 
Entering Unmasked Estep 
Score: -13411794.000000 Penalty: 3783.488525
	Iteration 4Q: 3 clusters Score -1.341179e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61212 members 
Mstep: Class 2 contains 52509 members 
Entering Unmasked Estep 
Score: -13412662.000000 Penalty: 3783.488525
	Iteration 5Q: 3 clusters Score -1.341266e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63547 members 
Mstep: Class 2 contains 50174 members 
Entering Unmasked Estep 
Score: -13413812.000000 Penalty: 3783.488525
	Iteration 6Q: 3 clusters Score -1.341381e+07 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66930 members 
Mstep: Class 2 contains 46791 members 
Entering Unmasked Estep 
Score: -13415817.000000 Penalty: 3783.488525
	Iteration 7Q: 3 clusters Score -1.341582e+07 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71754 members 
Mstep: Class 2 contains 41967 members 
Entering Unmasked Estep 
Score: -13419119.000000 Penalty: 3783.488525
	Iteration 8F: 3 clusters Score -1.341912e+07 nChanged 7041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78105 members 
Mstep: Class 2 contains 35616 members 
Entering Unmasked Estep 
Score: -13424255.000000 Penalty: 3783.488525
	Iteration 9F: 3 clusters Score -1.342426e+07 nChanged 7782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85341 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -13430516.000000 Penalty: 3783.488525
	Iteration 10F: 3 clusters Score -1.343052e+07 nChanged 7031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91676 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -13435687.000000 Penalty: 3783.488525
	Iteration 11F: 3 clusters Score -1.343569e+07 nChanged 5322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95932 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -13438725.000000 Penalty: 3783.488525
	Iteration 12Q: 3 clusters Score -1.343872e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98539 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -13440665.000000 Penalty: 3783.488525
	Iteration 13Q: 3 clusters Score -1.344066e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100429 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -13441772.000000 Penalty: 3783.488525
	Iteration 14Q: 3 clusters Score -1.344177e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101894 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -13442505.000000 Penalty: 3783.488525
	Iteration 15Q: 3 clusters Score -1.34425e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103135 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -13442860.000000 Penalty: 3783.488525
	Iteration 16Q: 3 clusters Score -1.344286e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104266 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -13443189.000000 Penalty: 3783.488525
	Iteration 17Q: 3 clusters Score -1.344319e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105283 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -13443509.000000 Penalty: 3783.488525
	Iteration 18Q: 3 clusters Score -1.344351e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106202 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -13443786.000000 Penalty: 3783.488525
	Iteration 19Q: 3 clusters Score -1.344379e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107013 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -13444079.000000 Penalty: 3783.488525
	Iteration 20F: 3 clusters Score -1.344408e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107714 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -13444304.000000 Penalty: 3783.488525
	Iteration 21Q: 3 clusters Score -1.34443e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108340 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -13444585.000000 Penalty: 3783.488525
	Iteration 22Q: 3 clusters Score -1.344458e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108907 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -13444757.000000 Penalty: 3783.488525
	Iteration 23Q: 3 clusters Score -1.344476e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109407 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -13444891.000000 Penalty: 3783.488525
	Iteration 24Q: 3 clusters Score -1.344489e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109843 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -13445046.000000 Penalty: 3783.488525
	Iteration 25Q: 3 clusters Score -1.344505e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110238 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -13445185.000000 Penalty: 3783.488525
	Iteration 26Q: 3 clusters Score -1.344518e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110592 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -13445313.000000 Penalty: 3783.488525
	Iteration 27Q: 3 clusters Score -1.344531e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110894 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -13445423.000000 Penalty: 3783.488525
	Iteration 28Q: 3 clusters Score -1.344542e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111204 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -13445596.000000 Penalty: 3783.488525
	Iteration 29Q: 3 clusters Score -1.34456e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111467 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -13445678.000000 Penalty: 3783.488525
	Iteration 30Q: 3 clusters Score -1.344568e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111717 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -13445774.000000 Penalty: 3783.488525
	Iteration 31Q: 3 clusters Score -1.344577e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111955 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -13445925.000000 Penalty: 3783.488525
	Iteration 32Q: 3 clusters Score -1.344592e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112146 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -13445987.000000 Penalty: 3783.488525
	Iteration 33Q: 3 clusters Score -1.344599e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112310 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -13446098.000000 Penalty: 3783.488525
	Iteration 34Q: 3 clusters Score -1.34461e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112418 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -13446154.000000 Penalty: 3783.488525
	Iteration 35Q: 3 clusters Score -1.344615e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112498 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -13446187.000000 Penalty: 3783.488525
	Iteration 36Q: 3 clusters Score -1.344619e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112560 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -13446221.000000 Penalty: 3783.488525
	Iteration 37Q: 3 clusters Score -1.344622e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112604 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -13446233.000000 Penalty: 3783.488525
	Iteration 38Q: 3 clusters Score -1.344623e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112642 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -13446243.000000 Penalty: 3783.488525
	Iteration 39Q: 3 clusters Score -1.344624e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112674 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -13446273.000000 Penalty: 3783.488525
	Iteration 40F: 3 clusters Score -1.344627e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112709 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -13446287.000000 Penalty: 3783.488525
	Iteration 41Q: 3 clusters Score -1.344629e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112736 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -13446294.000000 Penalty: 3783.488525
	Iteration 42Q: 3 clusters Score -1.344629e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112773 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -13446306.000000 Penalty: 3783.488525
	Iteration 43Q: 3 clusters Score -1.344631e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112809 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -13446334.000000 Penalty: 3783.488525
	Iteration 44Q: 3 clusters Score -1.344633e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112838 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -13446348.000000 Penalty: 3783.488525
	Iteration 45Q: 3 clusters Score -1.344635e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112858 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -13446359.000000 Penalty: 3783.488525
	Iteration 46Q: 3 clusters Score -1.344636e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112874 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -13446377.000000 Penalty: 3783.488525
	Iteration 47Q: 3 clusters Score -1.344638e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112880 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -13446384.000000 Penalty: 3783.488525
	Iteration 48Q: 3 clusters Score -1.344638e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112890 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -13446392.000000 Penalty: 3783.488525
	Iteration 49Q: 3 clusters Score -1.344639e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112897 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -13446407.000000 Penalty: 3783.488525
	Iteration 50Q: 3 clusters Score -1.344641e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112900 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -13446405.000000 Penalty: 3783.488525
	Iteration 51Q: 3 clusters Score -1.34464e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112905 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -13446399.000000 Penalty: 3783.488525
	Iteration 52Q: 3 clusters Score -1.34464e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112910 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -13446406.000000 Penalty: 3783.488525
	Iteration 53Q: 3 clusters Score -1.344641e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112913 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -13446408.000000 Penalty: 3783.488525
	Iteration 54Q: 3 clusters Score -1.344641e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112916 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -13446406.000000 Penalty: 3783.488525
	Iteration 55Q: 3 clusters Score -1.344641e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112919 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -13446405.000000 Penalty: 3783.488525
	Iteration 56Q: 3 clusters Score -1.34464e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112926 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -13446383.000000 Penalty: 3783.488525
	Iteration 57Q: 3 clusters Score -1.344638e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112929 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -13446384.000000 Penalty: 3783.488525
	Iteration 58Q: 3 clusters Score -1.344638e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112930 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -13446389.000000 Penalty: 3783.488525
	Iteration 59Q: 3 clusters Score -1.344639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112933 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -13446397.000000 Penalty: 3783.488525
	Iteration 60F: 3 clusters Score -1.34464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112934 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -13446405.000000 Penalty: 3783.488525
	Iteration 61Q: 3 clusters Score -1.34464e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112938 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -13446405.000000 Penalty: 3783.488525
	Iteration 62Q: 3 clusters Score -1.34464e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112943 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -13446399.000000 Penalty: 3783.488525
	Iteration 63Q: 3 clusters Score -1.34464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112946 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -13446411.000000 Penalty: 3783.488525
	Iteration 64Q: 3 clusters Score -1.344641e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112947 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -13446402.000000 Penalty: 3783.488525
	Iteration 65Q: 3 clusters Score -1.34464e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112947 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -13446402.000000 Penalty: 3783.488525
	Iteration 66F: 3 clusters Score -1.34464e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (33767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33767 members 
Entering Unmasked Estep 
Score: -3860763.750000 Penalty: 1694.426392
	Iteration 0F: 2 clusters Score -3860764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -3838187.500000 Penalty: 3388.852783
	Iteration 0F: 3 clusters Score -3838188 nChanged 15572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -3846700.750000 Penalty: 3388.852783
	Iteration 1F: 3 clusters Score -3846701 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -3847330.250000 Penalty: 3388.852783
	Iteration 2Q: 3 clusters Score -3847330 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -3848077.000000 Penalty: 3388.852783
	Iteration 3F: 3 clusters Score -3848077 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -3849183.500000 Penalty: 3388.852783
	Iteration 4F: 3 clusters Score -3849184 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -3850653.500000 Penalty: 3388.852783
	Iteration 5F: 3 clusters Score -3850654 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -3852630.500000 Penalty: 3388.852783
	Iteration 6F: 3 clusters Score -3852630 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 28613 members 
Entering Unmasked Estep 
Score: -3854764.000000 Penalty: 3388.852783
	Iteration 7F: 3 clusters Score -3854764 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 30664 members 
Entering Unmasked Estep 
Score: -3856595.750000 Penalty: 3388.852783
	Iteration 8F: 3 clusters Score -3856596 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 32098 members 
Entering Unmasked Estep 
Score: -3857896.250000 Penalty: 3388.852783
	Iteration 9Q: 3 clusters Score -3857896 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 32868 members 
Entering Unmasked Estep 
Score: -3858582.500000 Penalty: 3388.852783
	Iteration 10Q: 3 clusters Score -3858582 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 33270 members 
Entering Unmasked Estep 
Score: -3858945.750000 Penalty: 3388.852783
	Iteration 11Q: 3 clusters Score -3858946 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 33430 members 
Entering Unmasked Estep 
Score: -3859121.250000 Penalty: 3388.852783
	Iteration 12Q: 3 clusters Score -3859121 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 33481 members 
Entering Unmasked Estep 
Score: -3859180.000000 Penalty: 3388.852783
	Iteration 13Q: 3 clusters Score -3859180 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 33501 members 
Entering Unmasked Estep 
Score: -3859210.000000 Penalty: 3388.852783
	Iteration 14Q: 3 clusters Score -3859210 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 33517 members 
Entering Unmasked Estep 
Score: -3859234.750000 Penalty: 3388.852783
	Iteration 15Q: 3 clusters Score -3859235 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 33527 members 
Entering Unmasked Estep 
Score: -3859260.250000 Penalty: 3388.852783
	Iteration 16Q: 3 clusters Score -3859260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 33540 members 
Entering Unmasked Estep 
Score: -3859280.000000 Penalty: 3388.852783
	Iteration 17Q: 3 clusters Score -3859280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 33540 members 
Entering Unmasked Estep 
Score: -3859287.000000 Penalty: 3388.852783
	Iteration 18Q: 3 clusters Score -3859287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 33541 members 
Entering Unmasked Estep 
Score: -3859292.500000 Penalty: 3388.852783
	Iteration 19Q: 3 clusters Score -3859292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -3859293.750000 Penalty: 3388.852783
	Iteration 20F: 3 clusters Score -3859294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 33549 members 
Entering Unmasked Estep 
Score: -3859297.000000 Penalty: 3388.852783
	Iteration 21Q: 3 clusters Score -3859297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 33550 members 
Entering Unmasked Estep 
Score: -3859303.250000 Penalty: 3388.852783
	Iteration 22Q: 3 clusters Score -3859303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 33552 members 
Entering Unmasked Estep 
Score: -3859319.000000 Penalty: 3388.852783
	Iteration 23Q: 3 clusters Score -3859319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 33552 members 
Entering Unmasked Estep 
Score: -3859323.000000 Penalty: 3388.852783
	Iteration 24Q: 3 clusters Score -3859323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 33552 members 
Entering Unmasked Estep 
Score: -3859323.000000 Penalty: 3388.852783
	Iteration 25F: 3 clusters Score -3859323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Entering Unmasked Estep 
Score: -38531.128906 Penalty: 1018.111450
	Iteration 0F: 2 clusters Score -38531.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -37631.390625 Penalty: 2036.222900
	Iteration 0F: 3 clusters Score -37631.39 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -38143.804688 Penalty: 2036.222900
	Iteration 1F: 3 clusters Score -38143.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -38359.753906 Penalty: 2036.222900
	Iteration 2F: 3 clusters Score -38359.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -38480.472656 Penalty: 2036.222900
	Iteration 3Q: 3 clusters Score -38480.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -38519.675781 Penalty: 2036.222900
	Iteration 4Q: 3 clusters Score -38519.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -38561.015625 Penalty: 2036.222900
	Iteration 5Q: 3 clusters Score -38561.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -38623.652344 Penalty: 2036.222900
	Iteration 6Q: 3 clusters Score -38623.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -38735.195312 Penalty: 2036.222900
	Iteration 7Q: 3 clusters Score -38735.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -38813.496094 Penalty: 2036.222900
	Iteration 8Q: 3 clusters Score -38813.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -38853.496094 Penalty: 2036.222900
	Iteration 9Q: 3 clusters Score -38853.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -38879.109375 Penalty: 2036.222900
	Iteration 10Q: 3 clusters Score -38879.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -38885.304688 Penalty: 2036.222900
	Iteration 11Q: 3 clusters Score -38885.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -38895.867188 Penalty: 2036.222900
	Iteration 12Q: 3 clusters Score -38895.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -38899.824219 Penalty: 2036.222900
	Iteration 13Q: 3 clusters Score -38899.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -38901.332031 Penalty: 2036.222900
	Iteration 14Q: 3 clusters Score -38901.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -38901.332031 Penalty: 2036.222900
	Iteration 15F: 3 clusters Score -38901.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 154378 members 
Mstep: Class 2 contains 54784 members 
Mstep: Class 3 contains 8296 members 
Mstep: Class 4 contains 7522 members 
Mstep: Class 5 contains 113721 members 
Mstep: Class 6 contains 33767 members 
Mstep: Class 7 contains 219 members 
Mstep: Class 8 contains 129954 members 
Mstep: Class 9 contains 196875 members 
Mstep: Class 10 contains 113799 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 8836 members 
Mstep: Class 13 contains 534 members 
Mstep: Class 14 contains 1848 members 
Mstep: Class 15 contains 95533 members 
Mstep: Class 16 contains 17376 members 
Mstep: Class 17 contains 16786 members 
Mstep: Class 18 contains 44172 members 
Mstep: Class 19 contains 113401 members 
Mstep: Class 20 contains 1042 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1590 members 
Mstep: Class 23 contains 643 members 
Mstep: Class 24 contains 132600 members 
Mstep: Class 25 contains 132619 members 
Mstep: Class 26 contains 433 members 
Mstep: Class 27 contains 812 members 
Mstep: Class 28 contains 137181 members 
Mstep: Class 29 contains 101034 members 
Mstep: Class 30 contains 87063 members 
Mstep: Class 31 contains 7200 members 
Mstep: Class 32 contains 625 members 
Mstep: Class 33 contains 686 members 
Mstep: Class 34 contains 3590 members 
Mstep: Class 35 contains 667 members 
Mstep: Class 36 contains 307 members 
Entering Unmasked Estep 
Score: -194583232.000000 Penalty: 84003.132812
Splitting cluster 7 changes total score from -194584272.000000 to -194583232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (129954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129954 members 
Entering Unmasked Estep 
Score: -15234188.000000 Penalty: 1913.427002
	Iteration 0F: 2 clusters Score -1.523419e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65156 members 
Mstep: Class 2 contains 64798 members 
Entering Unmasked Estep 
Score: -15157726.000000 Penalty: 3826.854004
	Iteration 0F: 3 clusters Score -1.515773e+07 nChanged 62411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67871 members 
Mstep: Class 2 contains 62083 members 
Entering Unmasked Estep 
Score: -15194367.000000 Penalty: 3826.854004
	Iteration 1F: 3 clusters Score -1.519437e+07 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69566 members 
Mstep: Class 2 contains 60388 members 
Entering Unmasked Estep 
Score: -15195430.000000 Penalty: 3826.854004
	Iteration 2Q: 3 clusters Score -1.519543e+07 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72067 members 
Mstep: Class 2 contains 57887 members 
Entering Unmasked Estep 
Score: -15197276.000000 Penalty: 3826.854004
	Iteration 3Q: 3 clusters Score -1.519728e+07 nChanged 6439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75926 members 
Mstep: Class 2 contains 54028 members 
Entering Unmasked Estep 
Score: -15200902.000000 Penalty: 3826.854004
	Iteration 4Q: 3 clusters Score -1.52009e+07 nChanged 8595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81477 members 
Mstep: Class 2 contains 48477 members 
Entering Unmasked Estep 
Score: -15206937.000000 Penalty: 3826.854004
	Iteration 5F: 3 clusters Score -1.520694e+07 nChanged 10417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88298 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -15216013.000000 Penalty: 3826.854004
	Iteration 6F: 3 clusters Score -1.521601e+07 nChanged 10462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95182 members 
Mstep: Class 2 contains 34772 members 
Entering Unmasked Estep 
Score: -15226163.000000 Penalty: 3826.854004
	Iteration 7F: 3 clusters Score -1.522616e+07 nChanged 8362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99456 members 
Mstep: Class 2 contains 30498 members 
Entering Unmasked Estep 
Score: -15234052.000000 Penalty: 3826.854004
	Iteration 8F: 3 clusters Score -1.523405e+07 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100969 members 
Mstep: Class 2 contains 28985 members 
Entering Unmasked Estep 
Score: -15237883.000000 Penalty: 3826.854004
	Iteration 9Q: 3 clusters Score -1.523788e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101628 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
Score: -15239603.000000 Penalty: 3826.854004
	Iteration 10Q: 3 clusters Score -1.52396e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102059 members 
Mstep: Class 2 contains 27895 members 
Entering Unmasked Estep 
Score: -15240696.000000 Penalty: 3826.854004
	Iteration 11Q: 3 clusters Score -1.52407e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102342 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -15241551.000000 Penalty: 3826.854004
	Iteration 12Q: 3 clusters Score -1.524155e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102495 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -15242034.000000 Penalty: 3826.854004
	Iteration 13Q: 3 clusters Score -1.524203e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102597 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -15242273.000000 Penalty: 3826.854004
	Iteration 14Q: 3 clusters Score -1.524227e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102692 members 
Mstep: Class 2 contains 27262 members 
Entering Unmasked Estep 
Score: -15242553.000000 Penalty: 3826.854004
	Iteration 15Q: 3 clusters Score -1.524255e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102724 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
Score: -15242722.000000 Penalty: 3826.854004
	Iteration 16Q: 3 clusters Score -1.524272e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102721 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -15242833.000000 Penalty: 3826.854004
	Iteration 17Q: 3 clusters Score -1.524283e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102674 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -15242915.000000 Penalty: 3826.854004
	Iteration 18Q: 3 clusters Score -1.524292e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102641 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -15243005.000000 Penalty: 3826.854004
	Iteration 19Q: 3 clusters Score -1.5243e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102602 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -15243029.000000 Penalty: 3826.854004
	Iteration 20F: 3 clusters Score -1.524303e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102586 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -15243042.000000 Penalty: 3826.854004
	Iteration 21Q: 3 clusters Score -1.524304e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102563 members 
Mstep: Class 2 contains 27391 members 
Entering Unmasked Estep 
Score: -15243097.000000 Penalty: 3826.854004
	Iteration 22Q: 3 clusters Score -1.52431e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102558 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -15243104.000000 Penalty: 3826.854004
	Iteration 23Q: 3 clusters Score -1.52431e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102551 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -15243134.000000 Penalty: 3826.854004
	Iteration 24Q: 3 clusters Score -1.524313e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102558 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -15243117.000000 Penalty: 3826.854004
	Iteration 25Q: 3 clusters Score -1.524312e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102565 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -15243105.000000 Penalty: 3826.854004
	Iteration 26Q: 3 clusters Score -1.52431e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102574 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -15243103.000000 Penalty: 3826.854004
	Iteration 27Q: 3 clusters Score -1.52431e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102578 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -15243134.000000 Penalty: 3826.854004
	Iteration 28Q: 3 clusters Score -1.524313e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102589 members 
Mstep: Class 2 contains 27365 members 
Entering Unmasked Estep 
Score: -15243119.000000 Penalty: 3826.854004
	Iteration 29Q: 3 clusters Score -1.524312e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102596 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -15243129.000000 Penalty: 3826.854004
	Iteration 30Q: 3 clusters Score -1.524313e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102601 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -15243130.000000 Penalty: 3826.854004
	Iteration 31Q: 3 clusters Score -1.524313e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102613 members 
Mstep: Class 2 contains 27341 members 
Entering Unmasked Estep 
Score: -15243142.000000 Penalty: 3826.854004
	Iteration 32Q: 3 clusters Score -1.524314e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102621 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
Score: -15243140.000000 Penalty: 3826.854004
	Iteration 33Q: 3 clusters Score -1.524314e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102628 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -15243137.000000 Penalty: 3826.854004
	Iteration 34Q: 3 clusters Score -1.524314e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102637 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -15243137.000000 Penalty: 3826.854004
	Iteration 35Q: 3 clusters Score -1.524314e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102640 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -15243139.000000 Penalty: 3826.854004
	Iteration 36Q: 3 clusters Score -1.524314e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102647 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -15243129.000000 Penalty: 3826.854004
	Iteration 37Q: 3 clusters Score -1.524313e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102646 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -15243131.000000 Penalty: 3826.854004
	Iteration 38Q: 3 clusters Score -1.524313e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102647 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -15243144.000000 Penalty: 3826.854004
	Iteration 39Q: 3 clusters Score -1.524314e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102648 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -15243153.000000 Penalty: 3826.854004
	Iteration 40F: 3 clusters Score -1.524315e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102648 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -15243146.000000 Penalty: 3826.854004
	Iteration 41Q: 3 clusters Score -1.524315e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102651 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -15243141.000000 Penalty: 3826.854004
	Iteration 42Q: 3 clusters Score -1.524314e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102652 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -15243148.000000 Penalty: 3826.854004
	Iteration 43Q: 3 clusters Score -1.524315e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102651 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -15243148.000000 Penalty: 3826.854004
	Iteration 44Q: 3 clusters Score -1.524315e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102651 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -15243148.000000 Penalty: 3826.854004
	Iteration 45F: 3 clusters Score -1.524315e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 154378 members 
Mstep: Class 2 contains 54784 members 
Mstep: Class 3 contains 8296 members 
Mstep: Class 4 contains 7522 members 
Mstep: Class 5 contains 113721 members 
Mstep: Class 6 contains 33767 members 
Mstep: Class 7 contains 526 members 
Mstep: Class 8 contains 102651 members 
Mstep: Class 9 contains 196875 members 
Mstep: Class 10 contains 113799 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 8836 members 
Mstep: Class 13 contains 534 members 
Mstep: Class 14 contains 1848 members 
Mstep: Class 15 contains 95533 members 
Mstep: Class 16 contains 17376 members 
Mstep: Class 17 contains 16786 members 
Mstep: Class 18 contains 44172 members 
Mstep: Class 19 contains 113401 members 
Mstep: Class 20 contains 1042 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1590 members 
Mstep: Class 23 contains 643 members 
Mstep: Class 24 contains 132600 members 
Mstep: Class 25 contains 132619 members 
Mstep: Class 26 contains 433 members 
Mstep: Class 27 contains 812 members 
Mstep: Class 28 contains 137181 members 
Mstep: Class 29 contains 101034 members 
Mstep: Class 30 contains 87063 members 
Mstep: Class 31 contains 7200 members 
Mstep: Class 32 contains 625 members 
Mstep: Class 33 contains 686 members 
Mstep: Class 34 contains 3590 members 
Mstep: Class 35 contains 667 members 
Mstep: Class 36 contains 27303 members 
Entering Unmasked Estep 
Score: -194592752.000000 Penalty: 84003.132812
Splitting cluster 8 changes total score from -194584272.000000 to -194592752.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 9 (196875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196875 members 
Entering Unmasked Estep 
Score: -22560060.000000 Penalty: 1980.927734
	Iteration 0F: 2 clusters Score -2.256006e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98263 members 
Mstep: Class 2 contains 98612 members 
Entering Unmasked Estep 
Score: -22451440.000000 Penalty: 3961.855469
	Iteration 0F: 3 clusters Score -2.245144e+07 nChanged 95413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93490 members 
Mstep: Class 2 contains 103385 members 
Entering Unmasked Estep 
Score: -22509850.000000 Penalty: 3961.855469
	Iteration 1F: 3 clusters Score -2.250985e+07 nChanged 8059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90869 members 
Mstep: Class 2 contains 106006 members 
Entering Unmasked Estep 
Score: -22512074.000000 Penalty: 3961.855469
	Iteration 2Q: 3 clusters Score -2.251207e+07 nChanged 9278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87503 members 
Mstep: Class 2 contains 109372 members 
Entering Unmasked Estep 
Score: -22515186.000000 Penalty: 3961.855469
	Iteration 3Q: 3 clusters Score -2.251519e+07 nChanged 10712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83445 members 
Mstep: Class 2 contains 113430 members 
Entering Unmasked Estep 
Score: -22520184.000000 Penalty: 3961.855469
	Iteration 4F: 3 clusters Score -2.252018e+07 nChanged 12176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79165 members 
Mstep: Class 2 contains 117710 members 
Entering Unmasked Estep 
Score: -22526496.000000 Penalty: 3961.855469
	Iteration 5F: 3 clusters Score -2.25265e+07 nChanged 13105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75486 members 
Mstep: Class 2 contains 121389 members 
Entering Unmasked Estep 
Score: -22534526.000000 Penalty: 3961.855469
	Iteration 6F: 3 clusters Score -2.253453e+07 nChanged 13131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74087 members 
Mstep: Class 2 contains 122788 members 
Entering Unmasked Estep 
Score: -22542684.000000 Penalty: 3961.855469
	Iteration 7F: 3 clusters Score -2.254268e+07 nChanged 11098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74957 members 
Mstep: Class 2 contains 121918 members 
Entering Unmasked Estep 
Score: -22547392.000000 Penalty: 3961.855469
	Iteration 8F: 3 clusters Score -2.254739e+07 nChanged 7570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76931 members 
Mstep: Class 2 contains 119944 members 
Entering Unmasked Estep 
Score: -22549108.000000 Penalty: 3961.855469
	Iteration 9Q: 3 clusters Score -2.254911e+07 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79371 members 
Mstep: Class 2 contains 117504 members 
Entering Unmasked Estep 
Score: -22549608.000000 Penalty: 3961.855469
	Iteration 10Q: 3 clusters Score -2.254961e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81819 members 
Mstep: Class 2 contains 115056 members 
Entering Unmasked Estep 
Score: -22549660.000000 Penalty: 3961.855469
	Iteration 11Q: 3 clusters Score -2.254966e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84317 members 
Mstep: Class 2 contains 112558 members 
Entering Unmasked Estep 
Score: -22549708.000000 Penalty: 3961.855469
	Iteration 12Q: 3 clusters Score -2.254971e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86901 members 
Mstep: Class 2 contains 109974 members 
Entering Unmasked Estep 
Score: -22549904.000000 Penalty: 3961.855469
	Iteration 13Q: 3 clusters Score -2.25499e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89350 members 
Mstep: Class 2 contains 107525 members 
Entering Unmasked Estep 
Score: -22550260.000000 Penalty: 3961.855469
	Iteration 14Q: 3 clusters Score -2.255026e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91797 members 
Mstep: Class 2 contains 105078 members 
Entering Unmasked Estep 
Score: -22550402.000000 Penalty: 3961.855469
	Iteration 15Q: 3 clusters Score -2.25504e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94229 members 
Mstep: Class 2 contains 102646 members 
Entering Unmasked Estep 
Score: -22550464.000000 Penalty: 3961.855469
	Iteration 16Q: 3 clusters Score -2.255046e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96438 members 
Mstep: Class 2 contains 100437 members 
Entering Unmasked Estep 
Score: -22550672.000000 Penalty: 3961.855469
	Iteration 17Q: 3 clusters Score -2.255067e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98334 members 
Mstep: Class 2 contains 98541 members 
Entering Unmasked Estep 
Score: -22550954.000000 Penalty: 3961.855469
	Iteration 18Q: 3 clusters Score -2.255095e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100103 members 
Mstep: Class 2 contains 96772 members 
Entering Unmasked Estep 
Score: -22551058.000000 Penalty: 3961.855469
	Iteration 19Q: 3 clusters Score -2.255106e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101818 members 
Mstep: Class 2 contains 95057 members 
Entering Unmasked Estep 
Score: -22551204.000000 Penalty: 3961.855469
	Iteration 20F: 3 clusters Score -2.25512e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103376 members 
Mstep: Class 2 contains 93499 members 
Entering Unmasked Estep 
Score: -22551408.000000 Penalty: 3961.855469
	Iteration 21Q: 3 clusters Score -2.255141e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104672 members 
Mstep: Class 2 contains 92203 members 
Entering Unmasked Estep 
Score: -22551562.000000 Penalty: 3961.855469
	Iteration 22Q: 3 clusters Score -2.255156e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105832 members 
Mstep: Class 2 contains 91043 members 
Entering Unmasked Estep 
Score: -22551786.000000 Penalty: 3961.855469
	Iteration 23Q: 3 clusters Score -2.255179e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106780 members 
Mstep: Class 2 contains 90095 members 
Entering Unmasked Estep 
Score: -22551876.000000 Penalty: 3961.855469
	Iteration 24Q: 3 clusters Score -2.255188e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107567 members 
Mstep: Class 2 contains 89308 members 
Entering Unmasked Estep 
Score: -22552104.000000 Penalty: 3961.855469
	Iteration 25Q: 3 clusters Score -2.25521e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108298 members 
Mstep: Class 2 contains 88577 members 
Entering Unmasked Estep 
Score: -22552402.000000 Penalty: 3961.855469
	Iteration 26Q: 3 clusters Score -2.25524e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108947 members 
Mstep: Class 2 contains 87928 members 
Entering Unmasked Estep 
Score: -22552506.000000 Penalty: 3961.855469
	Iteration 27Q: 3 clusters Score -2.255251e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109645 members 
Mstep: Class 2 contains 87230 members 
Entering Unmasked Estep 
Score: -22552744.000000 Penalty: 3961.855469
	Iteration 28Q: 3 clusters Score -2.255274e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110247 members 
Mstep: Class 2 contains 86628 members 
Entering Unmasked Estep 
Score: -22552812.000000 Penalty: 3961.855469
	Iteration 29Q: 3 clusters Score -2.255281e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110733 members 
Mstep: Class 2 contains 86142 members 
Entering Unmasked Estep 
Score: -22552966.000000 Penalty: 3961.855469
	Iteration 30Q: 3 clusters Score -2.255297e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111203 members 
Mstep: Class 2 contains 85672 members 
Entering Unmasked Estep 
Score: -22553192.000000 Penalty: 3961.855469
	Iteration 31Q: 3 clusters Score -2.255319e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111647 members 
Mstep: Class 2 contains 85228 members 
Entering Unmasked Estep 
Score: -22553304.000000 Penalty: 3961.855469
	Iteration 32Q: 3 clusters Score -2.25533e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112013 members 
Mstep: Class 2 contains 84862 members 
Entering Unmasked Estep 
Score: -22553530.000000 Penalty: 3961.855469
	Iteration 33Q: 3 clusters Score -2.255353e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112366 members 
Mstep: Class 2 contains 84509 members 
Entering Unmasked Estep 
Score: -22553632.000000 Penalty: 3961.855469
	Iteration 34Q: 3 clusters Score -2.255363e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112624 members 
Mstep: Class 2 contains 84251 members 
Entering Unmasked Estep 
Score: -22553812.000000 Penalty: 3961.855469
	Iteration 35Q: 3 clusters Score -2.255381e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112932 members 
Mstep: Class 2 contains 83943 members 
Entering Unmasked Estep 
Score: -22553870.000000 Penalty: 3961.855469
	Iteration 36Q: 3 clusters Score -2.255387e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113128 members 
Mstep: Class 2 contains 83747 members 
Entering Unmasked Estep 
Score: -22554042.000000 Penalty: 3961.855469
	Iteration 37Q: 3 clusters Score -2.255404e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113266 members 
Mstep: Class 2 contains 83609 members 
Entering Unmasked Estep 
Score: -22554046.000000 Penalty: 3961.855469
	Iteration 38Q: 3 clusters Score -2.255405e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113392 members 
Mstep: Class 2 contains 83483 members 
Entering Unmasked Estep 
Score: -22554102.000000 Penalty: 3961.855469
	Iteration 39Q: 3 clusters Score -2.25541e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113564 members 
Mstep: Class 2 contains 83311 members 
Entering Unmasked Estep 
Score: -22554300.000000 Penalty: 3961.855469
	Iteration 40F: 3 clusters Score -2.25543e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113763 members 
Mstep: Class 2 contains 83112 members 
Entering Unmasked Estep 
Score: -22554312.000000 Penalty: 3961.855469
	Iteration 41Q: 3 clusters Score -2.255431e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113929 members 
Mstep: Class 2 contains 82946 members 
Entering Unmasked Estep 
Score: -22554450.000000 Penalty: 3961.855469
	Iteration 42Q: 3 clusters Score -2.255445e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114074 members 
Mstep: Class 2 contains 82801 members 
Entering Unmasked Estep 
Score: -22554552.000000 Penalty: 3961.855469
	Iteration 43Q: 3 clusters Score -2.255455e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114179 members 
Mstep: Class 2 contains 82696 members 
Entering Unmasked Estep 
Score: -22554700.000000 Penalty: 3961.855469
	Iteration 44Q: 3 clusters Score -2.25547e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114275 members 
Mstep: Class 2 contains 82600 members 
Entering Unmasked Estep 
Score: -22554872.000000 Penalty: 3961.855469
	Iteration 45Q: 3 clusters Score -2.255487e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114367 members 
Mstep: Class 2 contains 82508 members 
Entering Unmasked Estep 
Score: -22555034.000000 Penalty: 3961.855469
	Iteration 46Q: 3 clusters Score -2.255503e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114369 members 
Mstep: Class 2 contains 82506 members 
Entering Unmasked Estep 
Score: -22555048.000000 Penalty: 3961.855469
	Iteration 47Q: 3 clusters Score -2.255505e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114353 members 
Mstep: Class 2 contains 82522 members 
Entering Unmasked Estep 
Score: -22555224.000000 Penalty: 3961.855469
	Iteration 48Q: 3 clusters Score -2.255522e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114306 members 
Mstep: Class 2 contains 82569 members 
Entering Unmasked Estep 
Score: -22555326.000000 Penalty: 3961.855469
	Iteration 49Q: 3 clusters Score -2.255533e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114266 members 
Mstep: Class 2 contains 82609 members 
Entering Unmasked Estep 
Score: -22555440.000000 Penalty: 3961.855469
	Iteration 50Q: 3 clusters Score -2.255544e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114193 members 
Mstep: Class 2 contains 82682 members 
Entering Unmasked Estep 
Score: -22555510.000000 Penalty: 3961.855469
	Iteration 51Q: 3 clusters Score -2.255551e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114010 members 
Mstep: Class 2 contains 82865 members 
Entering Unmasked Estep 
Score: -22555664.000000 Penalty: 3961.855469
	Iteration 52Q: 3 clusters Score -2.255566e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113806 members 
Mstep: Class 2 contains 83069 members 
Entering Unmasked Estep 
Score: -22555784.000000 Penalty: 3961.855469
	Iteration 53Q: 3 clusters Score -2.255578e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113573 members 
Mstep: Class 2 contains 83302 members 
Entering Unmasked Estep 
Score: -22555964.000000 Penalty: 3961.855469
	Iteration 54Q: 3 clusters Score -2.255596e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113336 members 
Mstep: Class 2 contains 83539 members 
Entering Unmasked Estep 
Score: -22556196.000000 Penalty: 3961.855469
	Iteration 55Q: 3 clusters Score -2.25562e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113074 members 
Mstep: Class 2 contains 83801 members 
Entering Unmasked Estep 
Score: -22556248.000000 Penalty: 3961.855469
	Iteration 56Q: 3 clusters Score -2.255625e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112763 members 
Mstep: Class 2 contains 84112 members 
Entering Unmasked Estep 
Score: -22556418.000000 Penalty: 3961.855469
	Iteration 57Q: 3 clusters Score -2.255642e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112381 members 
Mstep: Class 2 contains 84494 members 
Entering Unmasked Estep 
Score: -22556534.000000 Penalty: 3961.855469
	Iteration 58Q: 3 clusters Score -2.255653e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112063 members 
Mstep: Class 2 contains 84812 members 
Entering Unmasked Estep 
Score: -22556658.000000 Penalty: 3961.855469
	Iteration 59Q: 3 clusters Score -2.255666e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111759 members 
Mstep: Class 2 contains 85116 members 
Entering Unmasked Estep 
Score: -22556804.000000 Penalty: 3961.855469
	Iteration 60F: 3 clusters Score -2.25568e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111452 members 
Mstep: Class 2 contains 85423 members 
Entering Unmasked Estep 
Score: -22556830.000000 Penalty: 3961.855469
	Iteration 61Q: 3 clusters Score -2.255683e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111116 members 
Mstep: Class 2 contains 85759 members 
Entering Unmasked Estep 
Score: -22556912.000000 Penalty: 3961.855469
	Iteration 62Q: 3 clusters Score -2.255691e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110860 members 
Mstep: Class 2 contains 86015 members 
Entering Unmasked Estep 
Score: -22556946.000000 Penalty: 3961.855469
	Iteration 63Q: 3 clusters Score -2.255695e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110552 members 
Mstep: Class 2 contains 86323 members 
Entering Unmasked Estep 
Score: -22556946.000000 Penalty: 3961.855469
	Iteration 64Q: 3 clusters Score -2.255695e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110259 members 
Mstep: Class 2 contains 86616 members 
Entering Unmasked Estep 
Score: -22556920.000000 Penalty: 3961.855469
	Iteration 65Q: 3 clusters Score -2.255692e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109934 members 
Mstep: Class 2 contains 86941 members 
Entering Unmasked Estep 
Score: -22556948.000000 Penalty: 3961.855469
	Iteration 66Q: 3 clusters Score -2.255695e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109552 members 
Mstep: Class 2 contains 87323 members 
Entering Unmasked Estep 
Score: -22556954.000000 Penalty: 3961.855469
	Iteration 67Q: 3 clusters Score -2.255695e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109185 members 
Mstep: Class 2 contains 87690 members 
Entering Unmasked Estep 
Score: -22556948.000000 Penalty: 3961.855469
	Iteration 68Q: 3 clusters Score -2.255695e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108831 members 
Mstep: Class 2 contains 88044 members 
Entering Unmasked Estep 
Score: -22556980.000000 Penalty: 3961.855469
	Iteration 69Q: 3 clusters Score -2.255698e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108447 members 
Mstep: Class 2 contains 88428 members 
Entering Unmasked Estep 
Score: -22556950.000000 Penalty: 3961.855469
	Iteration 70Q: 3 clusters Score -2.255695e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108045 members 
Mstep: Class 2 contains 88830 members 
Entering Unmasked Estep 
Score: -22556952.000000 Penalty: 3961.855469
	Iteration 71Q: 3 clusters Score -2.255695e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107650 members 
Mstep: Class 2 contains 89225 members 
Entering Unmasked Estep 
Score: -22557120.000000 Penalty: 3961.855469
	Iteration 72Q: 3 clusters Score -2.255712e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107245 members 
Mstep: Class 2 contains 89630 members 
Entering Unmasked Estep 
Score: -22557092.000000 Penalty: 3961.855469
	Iteration 73Q: 3 clusters Score -2.255709e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106850 members 
Mstep: Class 2 contains 90025 members 
Entering Unmasked Estep 
Score: -22557084.000000 Penalty: 3961.855469
	Iteration 74Q: 3 clusters Score -2.255708e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106487 members 
Mstep: Class 2 contains 90388 members 
Entering Unmasked Estep 
Score: -22557094.000000 Penalty: 3961.855469
	Iteration 75Q: 3 clusters Score -2.255709e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106145 members 
Mstep: Class 2 contains 90730 members 
Entering Unmasked Estep 
Score: -22557176.000000 Penalty: 3961.855469
	Iteration 76Q: 3 clusters Score -2.255718e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105785 members 
Mstep: Class 2 contains 91090 members 
Entering Unmasked Estep 
Score: -22557248.000000 Penalty: 3961.855469
	Iteration 77Q: 3 clusters Score -2.255725e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105451 members 
Mstep: Class 2 contains 91424 members 
Entering Unmasked Estep 
Score: -22557344.000000 Penalty: 3961.855469
	Iteration 78Q: 3 clusters Score -2.255734e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105152 members 
Mstep: Class 2 contains 91723 members 
Entering Unmasked Estep 
Score: -22557346.000000 Penalty: 3961.855469
	Iteration 79Q: 3 clusters Score -2.255735e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104833 members 
Mstep: Class 2 contains 92042 members 
Entering Unmasked Estep 
Score: -22557332.000000 Penalty: 3961.855469
	Iteration 80F: 3 clusters Score -2.255733e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104516 members 
Mstep: Class 2 contains 92359 members 
Entering Unmasked Estep 
Score: -22557410.000000 Penalty: 3961.855469
	Iteration 81Q: 3 clusters Score -2.255741e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104237 members 
Mstep: Class 2 contains 92638 members 
Entering Unmasked Estep 
Score: -22557424.000000 Penalty: 3961.855469
	Iteration 82Q: 3 clusters Score -2.255742e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103988 members 
Mstep: Class 2 contains 92887 members 
Entering Unmasked Estep 
Score: -22557432.000000 Penalty: 3961.855469
	Iteration 83Q: 3 clusters Score -2.255743e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103752 members 
Mstep: Class 2 contains 93123 members 
Entering Unmasked Estep 
Score: -22557558.000000 Penalty: 3961.855469
	Iteration 84Q: 3 clusters Score -2.255756e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103521 members 
Mstep: Class 2 contains 93354 members 
Entering Unmasked Estep 
Score: -22557578.000000 Penalty: 3961.855469
	Iteration 85Q: 3 clusters Score -2.255758e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103322 members 
Mstep: Class 2 contains 93553 members 
Entering Unmasked Estep 
Score: -22557526.000000 Penalty: 3961.855469
	Iteration 86Q: 3 clusters Score -2.255753e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103114 members 
Mstep: Class 2 contains 93761 members 
Entering Unmasked Estep 
Score: -22557584.000000 Penalty: 3961.855469
	Iteration 87Q: 3 clusters Score -2.255758e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102883 members 
Mstep: Class 2 contains 93992 members 
Entering Unmasked Estep 
Score: -22557618.000000 Penalty: 3961.855469
	Iteration 88Q: 3 clusters Score -2.255762e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102658 members 
Mstep: Class 2 contains 94217 members 
Entering Unmasked Estep 
Score: -22557676.000000 Penalty: 3961.855469
	Iteration 89Q: 3 clusters Score -2.255768e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102448 members 
Mstep: Class 2 contains 94427 members 
Entering Unmasked Estep 
Score: -22557728.000000 Penalty: 3961.855469
	Iteration 90Q: 3 clusters Score -2.255773e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102295 members 
Mstep: Class 2 contains 94580 members 
Entering Unmasked Estep 
Score: -22557748.000000 Penalty: 3961.855469
	Iteration 91Q: 3 clusters Score -2.255775e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102180 members 
Mstep: Class 2 contains 94695 members 
Entering Unmasked Estep 
Score: -22557782.000000 Penalty: 3961.855469
	Iteration 92Q: 3 clusters Score -2.255778e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102057 members 
Mstep: Class 2 contains 94818 members 
Entering Unmasked Estep 
Score: -22557812.000000 Penalty: 3961.855469
	Iteration 93Q: 3 clusters Score -2.255781e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101961 members 
Mstep: Class 2 contains 94914 members 
Entering Unmasked Estep 
Score: -22557854.000000 Penalty: 3961.855469
	Iteration 94Q: 3 clusters Score -2.255785e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101887 members 
Mstep: Class 2 contains 94988 members 
Entering Unmasked Estep 
Score: -22557880.000000 Penalty: 3961.855469
	Iteration 95Q: 3 clusters Score -2.255788e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101806 members 
Mstep: Class 2 contains 95069 members 
Entering Unmasked Estep 
Score: -22557916.000000 Penalty: 3961.855469
	Iteration 96Q: 3 clusters Score -2.255792e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101701 members 
Mstep: Class 2 contains 95174 members 
Entering Unmasked Estep 
Score: -22557986.000000 Penalty: 3961.855469
	Iteration 97Q: 3 clusters Score -2.255799e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101618 members 
Mstep: Class 2 contains 95257 members 
Entering Unmasked Estep 
Score: -22558062.000000 Penalty: 3961.855469
	Iteration 98Q: 3 clusters Score -2.255806e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101541 members 
Mstep: Class 2 contains 95334 members 
Entering Unmasked Estep 
Score: -22557982.000000 Penalty: 3961.855469
	Iteration 99Q: 3 clusters Score -2.255798e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101463 members 
Mstep: Class 2 contains 95412 members 
Entering Unmasked Estep 
Score: -22558040.000000 Penalty: 3961.855469
	Iteration 100F: 3 clusters Score -2.255804e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101397 members 
Mstep: Class 2 contains 95478 members 
Entering Unmasked Estep 
Score: -22558062.000000 Penalty: 3961.855469
	Iteration 101Q: 3 clusters Score -2.255806e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101326 members 
Mstep: Class 2 contains 95549 members 
Entering Unmasked Estep 
Score: -22558078.000000 Penalty: 3961.855469
	Iteration 102Q: 3 clusters Score -2.255808e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101271 members 
Mstep: Class 2 contains 95604 members 
Entering Unmasked Estep 
Score: -22558064.000000 Penalty: 3961.855469
	Iteration 103Q: 3 clusters Score -2.255806e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101223 members 
Mstep: Class 2 contains 95652 members 
Entering Unmasked Estep 
Score: -22558064.000000 Penalty: 3961.855469
	Iteration 104Q: 3 clusters Score -2.255806e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101171 members 
Mstep: Class 2 contains 95704 members 
Entering Unmasked Estep 
Score: -22558064.000000 Penalty: 3961.855469
	Iteration 105Q: 3 clusters Score -2.255806e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101116 members 
Mstep: Class 2 contains 95759 members 
Entering Unmasked Estep 
Score: -22558006.000000 Penalty: 3961.855469
	Iteration 106Q: 3 clusters Score -2.255801e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101055 members 
Mstep: Class 2 contains 95820 members 
Entering Unmasked Estep 
Score: -22558030.000000 Penalty: 3961.855469
	Iteration 107Q: 3 clusters Score -2.255803e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101001 members 
Mstep: Class 2 contains 95874 members 
Entering Unmasked Estep 
Score: -22558060.000000 Penalty: 3961.855469
	Iteration 108Q: 3 clusters Score -2.255806e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100966 members 
Mstep: Class 2 contains 95909 members 
Entering Unmasked Estep 
Score: -22558094.000000 Penalty: 3961.855469
	Iteration 109Q: 3 clusters Score -2.255809e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100944 members 
Mstep: Class 2 contains 95931 members 
Entering Unmasked Estep 
Score: -22558120.000000 Penalty: 3961.855469
	Iteration 110Q: 3 clusters Score -2.255812e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100911 members 
Mstep: Class 2 contains 95964 members 
Entering Unmasked Estep 
Score: -22558148.000000 Penalty: 3961.855469
	Iteration 111Q: 3 clusters Score -2.255815e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100879 members 
Mstep: Class 2 contains 95996 members 
Entering Unmasked Estep 
Score: -22558148.000000 Penalty: 3961.855469
	Iteration 112Q: 3 clusters Score -2.255815e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100857 members 
Mstep: Class 2 contains 96018 members 
Entering Unmasked Estep 
Score: -22558124.000000 Penalty: 3961.855469
	Iteration 113Q: 3 clusters Score -2.255812e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100821 members 
Mstep: Class 2 contains 96054 members 
Entering Unmasked Estep 
Score: -22558148.000000 Penalty: 3961.855469
	Iteration 114Q: 3 clusters Score -2.255815e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100791 members 
Mstep: Class 2 contains 96084 members 
Entering Unmasked Estep 
Score: -22558130.000000 Penalty: 3961.855469
	Iteration 115Q: 3 clusters Score -2.255813e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100764 members 
Mstep: Class 2 contains 96111 members 
Entering Unmasked Estep 
Score: -22558138.000000 Penalty: 3961.855469
	Iteration 116Q: 3 clusters Score -2.255814e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100745 members 
Mstep: Class 2 contains 96130 members 
Entering Unmasked Estep 
Score: -22558166.000000 Penalty: 3961.855469
	Iteration 117Q: 3 clusters Score -2.255817e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100722 members 
Mstep: Class 2 contains 96153 members 
Entering Unmasked Estep 
Score: -22558146.000000 Penalty: 3961.855469
	Iteration 118Q: 3 clusters Score -2.255815e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100694 members 
Mstep: Class 2 contains 96181 members 
Entering Unmasked Estep 
Score: -22558164.000000 Penalty: 3961.855469
	Iteration 119Q: 3 clusters Score -2.255816e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100677 members 
Mstep: Class 2 contains 96198 members 
Entering Unmasked Estep 
Score: -22558168.000000 Penalty: 3961.855469
	Iteration 120F: 3 clusters Score -2.255817e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100666 members 
Mstep: Class 2 contains 96209 members 
Entering Unmasked Estep 
Score: -22558172.000000 Penalty: 3961.855469
	Iteration 121Q: 3 clusters Score -2.255817e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100646 members 
Mstep: Class 2 contains 96229 members 
Entering Unmasked Estep 
Score: -22558214.000000 Penalty: 3961.855469
	Iteration 122Q: 3 clusters Score -2.255821e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100621 members 
Mstep: Class 2 contains 96254 members 
Entering Unmasked Estep 
Score: -22558210.000000 Penalty: 3961.855469
	Iteration 123Q: 3 clusters Score -2.255821e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100611 members 
Mstep: Class 2 contains 96264 members 
Entering Unmasked Estep 
Score: -22558216.000000 Penalty: 3961.855469
	Iteration 124Q: 3 clusters Score -2.255822e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100597 members 
Mstep: Class 2 contains 96278 members 
Entering Unmasked Estep 
Score: -22558246.000000 Penalty: 3961.855469
	Iteration 125Q: 3 clusters Score -2.255825e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100588 members 
Mstep: Class 2 contains 96287 members 
Entering Unmasked Estep 
Score: -22558234.000000 Penalty: 3961.855469
	Iteration 126Q: 3 clusters Score -2.255823e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100577 members 
Mstep: Class 2 contains 96298 members 
Entering Unmasked Estep 
Score: -22558240.000000 Penalty: 3961.855469
	Iteration 127Q: 3 clusters Score -2.255824e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100575 members 
Mstep: Class 2 contains 96300 members 
Entering Unmasked Estep 
Score: -22558248.000000 Penalty: 3961.855469
	Iteration 128Q: 3 clusters Score -2.255825e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100573 members 
Mstep: Class 2 contains 96302 members 
Entering Unmasked Estep 
Score: -22558254.000000 Penalty: 3961.855469
	Iteration 129Q: 3 clusters Score -2.255825e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100565 members 
Mstep: Class 2 contains 96310 members 
Entering Unmasked Estep 
Score: -22558272.000000 Penalty: 3961.855469
	Iteration 130Q: 3 clusters Score -2.255827e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100569 members 
Mstep: Class 2 contains 96306 members 
Entering Unmasked Estep 
Score: -22558278.000000 Penalty: 3961.855469
	Iteration 131Q: 3 clusters Score -2.255828e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100567 members 
Mstep: Class 2 contains 96308 members 
Entering Unmasked Estep 
Score: -22558298.000000 Penalty: 3961.855469
	Iteration 132Q: 3 clusters Score -2.25583e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100559 members 
Mstep: Class 2 contains 96316 members 
Entering Unmasked Estep 
Score: -22558314.000000 Penalty: 3961.855469
	Iteration 133Q: 3 clusters Score -2.255831e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100555 members 
Mstep: Class 2 contains 96320 members 
Entering Unmasked Estep 
Score: -22558318.000000 Penalty: 3961.855469
	Iteration 134Q: 3 clusters Score -2.255832e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100554 members 
Mstep: Class 2 contains 96321 members 
Entering Unmasked Estep 
Score: -22558320.000000 Penalty: 3961.855469
	Iteration 135Q: 3 clusters Score -2.255832e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100544 members 
Mstep: Class 2 contains 96331 members 
Entering Unmasked Estep 
Score: -22558326.000000 Penalty: 3961.855469
	Iteration 136Q: 3 clusters Score -2.255833e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100533 members 
Mstep: Class 2 contains 96342 members 
Entering Unmasked Estep 
Score: -22558348.000000 Penalty: 3961.855469
	Iteration 137Q: 3 clusters Score -2.255835e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100525 members 
Mstep: Class 2 contains 96350 members 
Entering Unmasked Estep 
Score: -22558344.000000 Penalty: 3961.855469
	Iteration 138Q: 3 clusters Score -2.255834e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100510 members 
Mstep: Class 2 contains 96365 members 
Entering Unmasked Estep 
Score: -22558340.000000 Penalty: 3961.855469
	Iteration 139Q: 3 clusters Score -2.255834e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100500 members 
Mstep: Class 2 contains 96375 members 
Entering Unmasked Estep 
Score: -22558332.000000 Penalty: 3961.855469
	Iteration 140F: 3 clusters Score -2.255833e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100477 members 
Mstep: Class 2 contains 96398 members 
Entering Unmasked Estep 
Score: -22558354.000000 Penalty: 3961.855469
	Iteration 141Q: 3 clusters Score -2.255835e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100461 members 
Mstep: Class 2 contains 96414 members 
Entering Unmasked Estep 
Score: -22558362.000000 Penalty: 3961.855469
	Iteration 142Q: 3 clusters Score -2.255836e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100455 members 
Mstep: Class 2 contains 96420 members 
Entering Unmasked Estep 
Score: -22558340.000000 Penalty: 3961.855469
	Iteration 143Q: 3 clusters Score -2.255834e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100445 members 
Mstep: Class 2 contains 96430 members 
Entering Unmasked Estep 
Score: -22558358.000000 Penalty: 3961.855469
	Iteration 144Q: 3 clusters Score -2.255836e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100435 members 
Mstep: Class 2 contains 96440 members 
Entering Unmasked Estep 
Score: -22558352.000000 Penalty: 3961.855469
	Iteration 145Q: 3 clusters Score -2.255835e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100427 members 
Mstep: Class 2 contains 96448 members 
Entering Unmasked Estep 
Score: -22558356.000000 Penalty: 3961.855469
	Iteration 146Q: 3 clusters Score -2.255836e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100420 members 
Mstep: Class 2 contains 96455 members 
Entering Unmasked Estep 
Score: -22558356.000000 Penalty: 3961.855469
	Iteration 147Q: 3 clusters Score -2.255836e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100412 members 
Mstep: Class 2 contains 96463 members 
Entering Unmasked Estep 
Score: -22558348.000000 Penalty: 3961.855469
	Iteration 148Q: 3 clusters Score -2.255835e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100401 members 
Mstep: Class 2 contains 96474 members 
Entering Unmasked Estep 
Score: -22558364.000000 Penalty: 3961.855469
	Iteration 149Q: 3 clusters Score -2.255836e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100389 members 
Mstep: Class 2 contains 96486 members 
Entering Unmasked Estep 
Score: -22558386.000000 Penalty: 3961.855469
	Iteration 150Q: 3 clusters Score -2.255839e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100383 members 
Mstep: Class 2 contains 96492 members 
Entering Unmasked Estep 
Score: -22558392.000000 Penalty: 3961.855469
	Iteration 151Q: 3 clusters Score -2.255839e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100380 members 
Mstep: Class 2 contains 96495 members 
Entering Unmasked Estep 
Score: -22558388.000000 Penalty: 3961.855469
	Iteration 152Q: 3 clusters Score -2.255839e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100376 members 
Mstep: Class 2 contains 96499 members 
Entering Unmasked Estep 
Score: -22558394.000000 Penalty: 3961.855469
	Iteration 153Q: 3 clusters Score -2.255839e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100369 members 
Mstep: Class 2 contains 96506 members 
Entering Unmasked Estep 
Score: -22558384.000000 Penalty: 3961.855469
	Iteration 154Q: 3 clusters Score -2.255838e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100363 members 
Mstep: Class 2 contains 96512 members 
Entering Unmasked Estep 
Score: -22558372.000000 Penalty: 3961.855469
	Iteration 155Q: 3 clusters Score -2.255837e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100355 members 
Mstep: Class 2 contains 96520 members 
Entering Unmasked Estep 
Score: -22558362.000000 Penalty: 3961.855469
	Iteration 156Q: 3 clusters Score -2.255836e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100345 members 
Mstep: Class 2 contains 96530 members 
Entering Unmasked Estep 
Score: -22558366.000000 Penalty: 3961.855469
	Iteration 157Q: 3 clusters Score -2.255837e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100336 members 
Mstep: Class 2 contains 96539 members 
Entering Unmasked Estep 
Score: -22558370.000000 Penalty: 3961.855469
	Iteration 158Q: 3 clusters Score -2.255837e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100332 members 
Mstep: Class 2 contains 96543 members 
Entering Unmasked Estep 
Score: -22558358.000000 Penalty: 3961.855469
	Iteration 159Q: 3 clusters Score -2.255836e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100330 members 
Mstep: Class 2 contains 96545 members 
Entering Unmasked Estep 
Score: -22558362.000000 Penalty: 3961.855469
	Iteration 160F: 3 clusters Score -2.255836e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100332 members 
Mstep: Class 2 contains 96543 members 
Entering Unmasked Estep 
Score: -22558372.000000 Penalty: 3961.855469
	Iteration 161Q: 3 clusters Score -2.255837e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100330 members 
Mstep: Class 2 contains 96545 members 
Entering Unmasked Estep 
Score: -22558358.000000 Penalty: 3961.855469
	Iteration 162Q: 3 clusters Score -2.255836e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100321 members 
Mstep: Class 2 contains 96554 members 
Entering Unmasked Estep 
Score: -22558360.000000 Penalty: 3961.855469
	Iteration 163Q: 3 clusters Score -2.255836e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100316 members 
Mstep: Class 2 contains 96559 members 
Entering Unmasked Estep 
Score: -22558370.000000 Penalty: 3961.855469
	Iteration 164Q: 3 clusters Score -2.255837e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100314 members 
Mstep: Class 2 contains 96561 members 
Entering Unmasked Estep 
Score: -22558378.000000 Penalty: 3961.855469
	Iteration 165Q: 3 clusters Score -2.255838e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100312 members 
Mstep: Class 2 contains 96563 members 
Entering Unmasked Estep 
Score: -22558362.000000 Penalty: 3961.855469
	Iteration 166Q: 3 clusters Score -2.255836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100312 members 
Mstep: Class 2 contains 96563 members 
Entering Unmasked Estep 
Score: -22558354.000000 Penalty: 3961.855469
	Iteration 167Q: 3 clusters Score -2.255835e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100311 members 
Mstep: Class 2 contains 96564 members 
Entering Unmasked Estep 
Score: -22558360.000000 Penalty: 3961.855469
	Iteration 168Q: 3 clusters Score -2.255836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100310 members 
Mstep: Class 2 contains 96565 members 
Entering Unmasked Estep 
Score: -22558366.000000 Penalty: 3961.855469
	Iteration 169Q: 3 clusters Score -2.255837e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100309 members 
Mstep: Class 2 contains 96566 members 
Entering Unmasked Estep 
Score: -22558358.000000 Penalty: 3961.855469
	Iteration 170Q: 3 clusters Score -2.255836e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100309 members 
Mstep: Class 2 contains 96566 members 
Entering Unmasked Estep 
Score: -22558358.000000 Penalty: 3961.855469
	Iteration 171F: 3 clusters Score -2.255836e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (113799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113799 members 
Entering Unmasked Estep 
Score: -13546057.000000 Penalty: 1891.855713
	Iteration 0F: 2 clusters Score -1.354606e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56970 members 
Mstep: Class 2 contains 56829 members 
Entering Unmasked Estep 
Score: -13478222.000000 Penalty: 3783.711426
	Iteration 0F: 3 clusters Score -1.347822e+07 nChanged 54310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57850 members 
Mstep: Class 2 contains 55949 members 
Entering Unmasked Estep 
Score: -13509390.000000 Penalty: 3783.711426
	Iteration 1F: 3 clusters Score -1.350939e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58443 members 
Mstep: Class 2 contains 55356 members 
Entering Unmasked Estep 
Score: -13509901.000000 Penalty: 3783.711426
	Iteration 2Q: 3 clusters Score -1.35099e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59384 members 
Mstep: Class 2 contains 54415 members 
Entering Unmasked Estep 
Score: -13510595.000000 Penalty: 3783.711426
	Iteration 3Q: 3 clusters Score -1.35106e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60899 members 
Mstep: Class 2 contains 52900 members 
Entering Unmasked Estep 
Score: -13511563.000000 Penalty: 3783.711426
	Iteration 4Q: 3 clusters Score -1.351156e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63256 members 
Mstep: Class 2 contains 50543 members 
Entering Unmasked Estep 
Score: -13512845.000000 Penalty: 3783.711426
	Iteration 5Q: 3 clusters Score -1.351284e+07 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66646 members 
Mstep: Class 2 contains 47153 members 
Entering Unmasked Estep 
Score: -13515073.000000 Penalty: 3783.711426
	Iteration 6Q: 3 clusters Score -1.351507e+07 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71194 members 
Mstep: Class 2 contains 42605 members 
Entering Unmasked Estep 
Score: -13519035.000000 Penalty: 3783.711426
	Iteration 7F: 3 clusters Score -1.351904e+07 nChanged 7358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76740 members 
Mstep: Class 2 contains 37059 members 
Entering Unmasked Estep 
Score: -13525292.000000 Penalty: 3783.711426
	Iteration 8F: 3 clusters Score -1.352529e+07 nChanged 7854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81924 members 
Mstep: Class 2 contains 31875 members 
Entering Unmasked Estep 
Score: -13533605.000000 Penalty: 3783.711426
	Iteration 9F: 3 clusters Score -1.35336e+07 nChanged 6875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84823 members 
Mstep: Class 2 contains 28976 members 
Entering Unmasked Estep 
Score: -13540483.000000 Penalty: 3783.711426
	Iteration 10F: 3 clusters Score -1.354048e+07 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85672 members 
Mstep: Class 2 contains 28127 members 
Entering Unmasked Estep 
Score: -13544187.000000 Penalty: 3783.711426
	Iteration 11Q: 3 clusters Score -1.354419e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85865 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -13546076.000000 Penalty: 3783.711426
	Iteration 12Q: 3 clusters Score -1.354608e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85757 members 
Mstep: Class 2 contains 28042 members 
Entering Unmasked Estep 
Score: -13547385.000000 Penalty: 3783.711426
	Iteration 13Q: 3 clusters Score -1.354738e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85568 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -13548261.000000 Penalty: 3783.711426
	Iteration 14Q: 3 clusters Score -1.354826e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85416 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
Score: -13548971.000000 Penalty: 3783.711426
	Iteration 15Q: 3 clusters Score -1.354897e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85260 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -13549306.000000 Penalty: 3783.711426
	Iteration 16Q: 3 clusters Score -1.354931e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85193 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -13549457.000000 Penalty: 3783.711426
	Iteration 17Q: 3 clusters Score -1.354946e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85109 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -13549589.000000 Penalty: 3783.711426
	Iteration 18Q: 3 clusters Score -1.354959e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85057 members 
Mstep: Class 2 contains 28742 members 
Entering Unmasked Estep 
Score: -13549693.000000 Penalty: 3783.711426
	Iteration 19Q: 3 clusters Score -1.354969e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85013 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -13549760.000000 Penalty: 3783.711426
	Iteration 20F: 3 clusters Score -1.354976e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84970 members 
Mstep: Class 2 contains 28829 members 
Entering Unmasked Estep 
Score: -13549765.000000 Penalty: 3783.711426
	Iteration 21Q: 3 clusters Score -1.354976e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84930 members 
Mstep: Class 2 contains 28869 members 
Entering Unmasked Estep 
Score: -13549771.000000 Penalty: 3783.711426
	Iteration 22Q: 3 clusters Score -1.354977e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84863 members 
Mstep: Class 2 contains 28936 members 
Entering Unmasked Estep 
Score: -13549778.000000 Penalty: 3783.711426
	Iteration 23Q: 3 clusters Score -1.354978e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84836 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -13549807.000000 Penalty: 3783.711426
	Iteration 24Q: 3 clusters Score -1.354981e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84824 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -13549869.000000 Penalty: 3783.711426
	Iteration 25Q: 3 clusters Score -1.354987e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84811 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -13549880.000000 Penalty: 3783.711426
	Iteration 26Q: 3 clusters Score -1.354988e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84782 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -13549903.000000 Penalty: 3783.711426
	Iteration 27Q: 3 clusters Score -1.35499e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84754 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -13549922.000000 Penalty: 3783.711426
	Iteration 28Q: 3 clusters Score -1.354992e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84732 members 
Mstep: Class 2 contains 29067 members 
Entering Unmasked Estep 
Score: -13549905.000000 Penalty: 3783.711426
	Iteration 29Q: 3 clusters Score -1.35499e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84710 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -13549897.000000 Penalty: 3783.711426
	Iteration 30Q: 3 clusters Score -1.35499e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84690 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -13549905.000000 Penalty: 3783.711426
	Iteration 31Q: 3 clusters Score -1.35499e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84672 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -13549872.000000 Penalty: 3783.711426
	Iteration 32Q: 3 clusters Score -1.354987e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84661 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
Score: -13549871.000000 Penalty: 3783.711426
	Iteration 33Q: 3 clusters Score -1.354987e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84649 members 
Mstep: Class 2 contains 29150 members 
Entering Unmasked Estep 
Score: -13549869.000000 Penalty: 3783.711426
	Iteration 34Q: 3 clusters Score -1.354987e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84641 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -13549891.000000 Penalty: 3783.711426
	Iteration 35Q: 3 clusters Score -1.354989e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84628 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -13549879.000000 Penalty: 3783.711426
	Iteration 36Q: 3 clusters Score -1.354988e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84617 members 
Mstep: Class 2 contains 29182 members 
Entering Unmasked Estep 
Score: -13549880.000000 Penalty: 3783.711426
	Iteration 37Q: 3 clusters Score -1.354988e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84623 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -13549900.000000 Penalty: 3783.711426
	Iteration 38Q: 3 clusters Score -1.35499e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84634 members 
Mstep: Class 2 contains 29165 members 
Entering Unmasked Estep 
Score: -13549895.000000 Penalty: 3783.711426
	Iteration 39Q: 3 clusters Score -1.35499e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84642 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
Score: -13549905.000000 Penalty: 3783.711426
	Iteration 40F: 3 clusters Score -1.35499e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84641 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -13549900.000000 Penalty: 3783.711426
	Iteration 41Q: 3 clusters Score -1.35499e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84640 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -13549892.000000 Penalty: 3783.711426
	Iteration 42Q: 3 clusters Score -1.354989e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84639 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -13549896.000000 Penalty: 3783.711426
	Iteration 43Q: 3 clusters Score -1.35499e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84635 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
Score: -13549898.000000 Penalty: 3783.711426
	Iteration 44Q: 3 clusters Score -1.35499e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84637 members 
Mstep: Class 2 contains 29162 members 
Entering Unmasked Estep 
Score: -13549902.000000 Penalty: 3783.711426
	Iteration 45Q: 3 clusters Score -1.35499e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84643 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -13549904.000000 Penalty: 3783.711426
	Iteration 46Q: 3 clusters Score -1.35499e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84643 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -13549904.000000 Penalty: 3783.711426
	Iteration 47Q: 3 clusters Score -1.35499e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84641 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -13549906.000000 Penalty: 3783.711426
	Iteration 48Q: 3 clusters Score -1.354991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84638 members 
Mstep: Class 2 contains 29161 members 
Entering Unmasked Estep 
Score: -13549903.000000 Penalty: 3783.711426
	Iteration 49Q: 3 clusters Score -1.35499e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84638 members 
Mstep: Class 2 contains 29161 members 
Entering Unmasked Estep 
Score: -13549899.000000 Penalty: 3783.711426
	Iteration 50Q: 3 clusters Score -1.35499e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84636 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -13549903.000000 Penalty: 3783.711426
	Iteration 51Q: 3 clusters Score -1.35499e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84636 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -13549903.000000 Penalty: 3783.711426
	Iteration 52F: 3 clusters Score -1.35499e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 154378 members 
Mstep: Class 2 contains 54784 members 
Mstep: Class 3 contains 8296 members 
Mstep: Class 4 contains 7522 members 
Mstep: Class 5 contains 113721 members 
Mstep: Class 6 contains 33767 members 
Mstep: Class 7 contains 526 members 
Mstep: Class 8 contains 102651 members 
Mstep: Class 9 contains 196875 members 
Mstep: Class 10 contains 84636 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 8836 members 
Mstep: Class 13 contains 534 members 
Mstep: Class 14 contains 1848 members 
Mstep: Class 15 contains 95533 members 
Mstep: Class 16 contains 17376 members 
Mstep: Class 17 contains 16786 members 
Mstep: Class 18 contains 44172 members 
Mstep: Class 19 contains 113401 members 
Mstep: Class 20 contains 1042 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1590 members 
Mstep: Class 23 contains 643 members 
Mstep: Class 24 contains 132600 members 
Mstep: Class 25 contains 132619 members 
Mstep: Class 26 contains 433 members 
Mstep: Class 27 contains 812 members 
Mstep: Class 28 contains 137181 members 
Mstep: Class 29 contains 101034 members 
Mstep: Class 30 contains 87063 members 
Mstep: Class 31 contains 7200 members 
Mstep: Class 32 contains 625 members 
Mstep: Class 33 contains 686 members 
Mstep: Class 34 contains 3590 members 
Mstep: Class 35 contains 667 members 
Mstep: Class 36 contains 27303 members 
Mstep: Class 37 contains 29163 members 
Entering Unmasked Estep 
Score: -194598080.000000 Penalty: 86336.546875
Splitting cluster 10 changes total score from -194584272.000000 to -194598080.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 11 (1933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Entering Unmasked Estep 
Score: -209397.578125 Penalty: 1229.609619
	Iteration 0F: 2 clusters Score -209397.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -207341.156250 Penalty: 2459.219238
	Iteration 0F: 3 clusters Score -207341.2 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -207778.203125 Penalty: 2459.219238
	Iteration 1F: 3 clusters Score -207778.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -207872.906250 Penalty: 2459.219238
	Iteration 2F: 3 clusters Score -207872.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -207918.812500 Penalty: 2459.219238
	Iteration 3Q: 3 clusters Score -207918.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -207949.312500 Penalty: 2459.219238
	Iteration 4Q: 3 clusters Score -207949.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -207970.859375 Penalty: 2459.219238
	Iteration 5Q: 3 clusters Score -207970.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -207986.984375 Penalty: 2459.219238
	Iteration 6Q: 3 clusters Score -207987 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -207999.453125 Penalty: 2459.219238
	Iteration 7Q: 3 clusters Score -207999.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -208013.515625 Penalty: 2459.219238
	Iteration 8Q: 3 clusters Score -208013.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -208022.484375 Penalty: 2459.219238
	Iteration 9Q: 3 clusters Score -208022.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -208026.796875 Penalty: 2459.219238
	Iteration 10Q: 3 clusters Score -208026.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -208032.640625 Penalty: 2459.219238
	Iteration 11Q: 3 clusters Score -208032.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -208037.671875 Penalty: 2459.219238
	Iteration 12Q: 3 clusters Score -208037.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -208042.687500 Penalty: 2459.219238
	Iteration 13Q: 3 clusters Score -208042.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -208047.546875 Penalty: 2459.219238
	Iteration 14Q: 3 clusters Score -208047.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -208051.687500 Penalty: 2459.219238
	Iteration 15Q: 3 clusters Score -208051.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -208054.765625 Penalty: 2459.219238
	Iteration 16Q: 3 clusters Score -208054.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -208058.390625 Penalty: 2459.219238
	Iteration 17Q: 3 clusters Score -208058.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -208063.234375 Penalty: 2459.219238
	Iteration 18Q: 3 clusters Score -208063.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -208070.812500 Penalty: 2459.219238
	Iteration 19Q: 3 clusters Score -208070.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -208074.171875 Penalty: 2459.219238
	Iteration 20F: 3 clusters Score -208074.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -208077.265625 Penalty: 2459.219238
	Iteration 21Q: 3 clusters Score -208077.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -208080.281250 Penalty: 2459.219238
	Iteration 22Q: 3 clusters Score -208080.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -208082.828125 Penalty: 2459.219238
	Iteration 23Q: 3 clusters Score -208082.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -208084.453125 Penalty: 2459.219238
	Iteration 24Q: 3 clusters Score -208084.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -208087.078125 Penalty: 2459.219238
	Iteration 25Q: 3 clusters Score -208087.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -208088.890625 Penalty: 2459.219238
	Iteration 26Q: 3 clusters Score -208088.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -208089.140625 Penalty: 2459.219238
	Iteration 27Q: 3 clusters Score -208089.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -208090.265625 Penalty: 2459.219238
	Iteration 28Q: 3 clusters Score -208090.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -208090.265625 Penalty: 2459.219238
	Iteration 29Q: 3 clusters Score -208090.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -208090.796875 Penalty: 2459.219238
	Iteration 30Q: 3 clusters Score -208090.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -208090.796875 Penalty: 2459.219238
	Iteration 31F: 3 clusters Score -208090.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Entering Unmasked Estep 
Score: -1024572.125000 Penalty: 1476.570801
	Iteration 0F: 2 clusters Score -1024572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1018106.812500 Penalty: 2953.141602
	Iteration 0F: 3 clusters Score -1018107 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1020157.812500 Penalty: 2953.141602
	Iteration 1F: 3 clusters Score -1020158 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1020409.750000 Penalty: 2953.141602
	Iteration 2F: 3 clusters Score -1020410 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1020637.437500 Penalty: 2953.141602
	Iteration 3F: 3 clusters Score -1020637 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1020921.625000 Penalty: 2953.141602
	Iteration 4F: 3 clusters Score -1020922 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1021240.562500 Penalty: 2953.141602
	Iteration 5F: 3 clusters Score -1021241 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1021628.312500 Penalty: 2953.141602
	Iteration 6F: 3 clusters Score -1021628 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1022115.750000 Penalty: 2953.141602
	Iteration 7F: 3 clusters Score -1022116 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1022580.000000 Penalty: 2953.141602
	Iteration 8F: 3 clusters Score -1022580 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1022964.625000 Penalty: 2953.141602
	Iteration 9F: 3 clusters Score -1022965 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1023222.437500 Penalty: 2953.141602
	Iteration 10Q: 3 clusters Score -1023222 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1023352.250000 Penalty: 2953.141602
	Iteration 11Q: 3 clusters Score -1023352 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1023419.687500 Penalty: 2953.141602
	Iteration 12Q: 3 clusters Score -1023420 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1023458.750000 Penalty: 2953.141602
	Iteration 13Q: 3 clusters Score -1023459 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1023489.437500 Penalty: 2953.141602
	Iteration 14Q: 3 clusters Score -1023489 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1023506.500000 Penalty: 2953.141602
	Iteration 15Q: 3 clusters Score -1023506 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1023521.125000 Penalty: 2953.141602
	Iteration 16Q: 3 clusters Score -1023521 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1023531.375000 Penalty: 2953.141602
	Iteration 17Q: 3 clusters Score -1023531 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1023541.562500 Penalty: 2953.141602
	Iteration 18Q: 3 clusters Score -1023542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1023543.125000 Penalty: 2953.141602
	Iteration 19Q: 3 clusters Score -1023543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1023545.000000 Penalty: 2953.141602
	Iteration 20F: 3 clusters Score -1023545 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1023550.125000 Penalty: 2953.141602
	Iteration 21Q: 3 clusters Score -1023550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1023557.437500 Penalty: 2953.141602
	Iteration 22Q: 3 clusters Score -1023557 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1023562.625000 Penalty: 2953.141602
	Iteration 23Q: 3 clusters Score -1023563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1023564.937500 Penalty: 2953.141602
	Iteration 24Q: 3 clusters Score -1023565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1023567.250000 Penalty: 2953.141602
	Iteration 25Q: 3 clusters Score -1023567 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1023572.187500 Penalty: 2953.141602
	Iteration 26Q: 3 clusters Score -1023572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1023575.625000 Penalty: 2953.141602
	Iteration 27Q: 3 clusters Score -1023576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1023578.125000 Penalty: 2953.141602
	Iteration 28Q: 3 clusters Score -1023578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1023582.812500 Penalty: 2953.141602
	Iteration 29Q: 3 clusters Score -1023583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1023582.812500 Penalty: 2953.141602
	Iteration 30Q: 3 clusters Score -1023583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1023584.250000 Penalty: 2953.141602
	Iteration 31Q: 3 clusters Score -1023584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1023584.250000 Penalty: 2953.141602
	Iteration 32F: 3 clusters Score -1023584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -28026.871094 Penalty: 1020.564331
	Iteration 0F: 2 clusters Score -28026.87 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 256 members 
Entering Unmasked Estep 
Score: -27048.662109 Penalty: 2041.128662
	Iteration 0F: 3 clusters Score -27048.66 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -27561.455078 Penalty: 2041.128662
	Iteration 1F: 3 clusters Score -27561.46 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -28128.675781 Penalty: 2041.128662
	Iteration 2F: 3 clusters Score -28128.68 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -28790.583984 Penalty: 2041.128662
	Iteration 3F: 3 clusters Score -28790.58 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -29422.810547 Penalty: 2041.128662
	Iteration 4F: 3 clusters Score -29422.81 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -29815.173828 Penalty: 2041.128662
	Iteration 5Q: 3 clusters Score -29815.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -30007.013672 Penalty: 2041.128662
	Iteration 6Q: 3 clusters Score -30007.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -30207.800781 Penalty: 2041.128662
	Iteration 7Q: 3 clusters Score -30207.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -30278.884766 Penalty: 2041.128662
	Iteration 8Q: 3 clusters Score -30278.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -30333.722656 Penalty: 2041.128662
	Iteration 9Q: 3 clusters Score -30333.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -30354.535156 Penalty: 2041.128662
	Iteration 10Q: 3 clusters Score -30354.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -30377.132812 Penalty: 2041.128662
	Iteration 11Q: 3 clusters Score -30377.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -30377.132812 Penalty: 2041.128662
	Iteration 12F: 3 clusters Score -30377.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 154378 members 
Mstep: Class 2 contains 54784 members 
Mstep: Class 3 contains 8296 members 
Mstep: Class 4 contains 7522 members 
Mstep: Class 5 contains 113721 members 
Mstep: Class 6 contains 33767 members 
Mstep: Class 7 contains 526 members 
Mstep: Class 8 contains 102651 members 
Mstep: Class 9 contains 196875 members 
Mstep: Class 10 contains 84636 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 8836 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 1848 members 
Mstep: Class 15 contains 95533 members 
Mstep: Class 16 contains 17376 members 
Mstep: Class 17 contains 16786 members 
Mstep: Class 18 contains 44172 members 
Mstep: Class 19 contains 113401 members 
Mstep: Class 20 contains 1042 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1590 members 
Mstep: Class 23 contains 643 members 
Mstep: Class 24 contains 132600 members 
Mstep: Class 25 contains 132619 members 
Mstep: Class 26 contains 433 members 
Mstep: Class 27 contains 812 members 
Mstep: Class 28 contains 137181 members 
Mstep: Class 29 contains 101034 members 
Mstep: Class 30 contains 87063 members 
Mstep: Class 31 contains 7200 members 
Mstep: Class 32 contains 625 members 
Mstep: Class 33 contains 686 members 
Mstep: Class 34 contains 3590 members 
Mstep: Class 35 contains 667 members 
Mstep: Class 36 contains 27303 members 
Mstep: Class 37 contains 29163 members 
Mstep: Class 38 contains 289 members 
Entering Unmasked Estep 
Score: -194599472.000000 Penalty: 88669.968750
Splitting cluster 13 changes total score from -194584272.000000 to -194599472.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 14 (1848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Entering Unmasked Estep 
Score: -189581.828125 Penalty: 1222.302124
	Iteration 0F: 2 clusters Score -189581.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -187673.234375 Penalty: 2444.604248
	Iteration 0F: 3 clusters Score -187673.2 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -188316.375000 Penalty: 2444.604248
	Iteration 1F: 3 clusters Score -188316.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -188607.578125 Penalty: 2444.604248
	Iteration 2F: 3 clusters Score -188607.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -188869.625000 Penalty: 2444.604248
	Iteration 3F: 3 clusters Score -188869.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -189163.953125 Penalty: 2444.604248
	Iteration 4F: 3 clusters Score -189164 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -189473.921875 Penalty: 2444.604248
	Iteration 5F: 3 clusters Score -189473.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -189706.718750 Penalty: 2444.604248
	Iteration 6F: 3 clusters Score -189706.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -189823.125000 Penalty: 2444.604248
	Iteration 7Q: 3 clusters Score -189823.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -189873.484375 Penalty: 2444.604248
	Iteration 8Q: 3 clusters Score -189873.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -189917.562500 Penalty: 2444.604248
	Iteration 9Q: 3 clusters Score -189917.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -190024.968750 Penalty: 2444.604248
	Iteration 10Q: 3 clusters Score -190025 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -190118.125000 Penalty: 2444.604248
	Iteration 11Q: 3 clusters Score -190118.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -190165.937500 Penalty: 2444.604248
	Iteration 12Q: 3 clusters Score -190165.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -190191.203125 Penalty: 2444.604248
	Iteration 13Q: 3 clusters Score -190191.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -190205.250000 Penalty: 2444.604248
	Iteration 14Q: 3 clusters Score -190205.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -190211.109375 Penalty: 2444.604248
	Iteration 15Q: 3 clusters Score -190211.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -190214.140625 Penalty: 2444.604248
	Iteration 16Q: 3 clusters Score -190214.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -190215.593750 Penalty: 2444.604248
	Iteration 17Q: 3 clusters Score -190215.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -190216.500000 Penalty: 2444.604248
	Iteration 18Q: 3 clusters Score -190216.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -190217.546875 Penalty: 2444.604248
	Iteration 19Q: 3 clusters Score -190217.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -190217.546875 Penalty: 2444.604248
	Iteration 20F: 3 clusters Score -190217.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 154378 members 
Mstep: Class 2 contains 54784 members 
Mstep: Class 3 contains 8296 members 
Mstep: Class 4 contains 7522 members 
Mstep: Class 5 contains 113721 members 
Mstep: Class 6 contains 33767 members 
Mstep: Class 7 contains 526 members 
Mstep: Class 8 contains 102651 members 
Mstep: Class 9 contains 196875 members 
Mstep: Class 10 contains 84636 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 8836 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 757 members 
Mstep: Class 15 contains 95533 members 
Mstep: Class 16 contains 17376 members 
Mstep: Class 17 contains 16786 members 
Mstep: Class 18 contains 44172 members 
Mstep: Class 19 contains 113401 members 
Mstep: Class 20 contains 1042 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1590 members 
Mstep: Class 23 contains 643 members 
Mstep: Class 24 contains 132600 members 
Mstep: Class 25 contains 132619 members 
Mstep: Class 26 contains 433 members 
Mstep: Class 27 contains 812 members 
Mstep: Class 28 contains 137181 members 
Mstep: Class 29 contains 101034 members 
Mstep: Class 30 contains 87063 members 
Mstep: Class 31 contains 7200 members 
Mstep: Class 32 contains 625 members 
Mstep: Class 33 contains 686 members 
Mstep: Class 34 contains 3590 members 
Mstep: Class 35 contains 667 members 
Mstep: Class 36 contains 27303 members 
Mstep: Class 37 contains 29163 members 
Mstep: Class 38 contains 289 members 
Mstep: Class 39 contains 1091 members 
Entering Unmasked Estep 
Score: -194598352.000000 Penalty: 91003.390625
Splitting cluster 14 changes total score from -194584272.000000 to -194598352.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 15 (95533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95533 members 
Entering Unmasked Estep 
Score: -11192252.000000 Penalty: 1863.424438
	Iteration 0F: 2 clusters Score -1.119225e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47652 members 
Mstep: Class 2 contains 47881 members 
Entering Unmasked Estep 
Score: -11129237.000000 Penalty: 3726.848877
	Iteration 0F: 3 clusters Score -1.112924e+07 nChanged 45744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44744 members 
Mstep: Class 2 contains 50789 members 
Entering Unmasked Estep 
Score: -11156116.000000 Penalty: 3726.848877
	Iteration 1F: 3 clusters Score -1.115612e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42925 members 
Mstep: Class 2 contains 52608 members 
Entering Unmasked Estep 
Score: -11157863.000000 Penalty: 3726.848877
	Iteration 2Q: 3 clusters Score -1.115786e+07 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39994 members 
Mstep: Class 2 contains 55539 members 
Entering Unmasked Estep 
Score: -11161584.000000 Penalty: 3726.848877
	Iteration 3F: 3 clusters Score -1.116158e+07 nChanged 7538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35670 members 
Mstep: Class 2 contains 59863 members 
Entering Unmasked Estep 
Score: -11167882.000000 Penalty: 3726.848877
	Iteration 4F: 3 clusters Score -1.116788e+07 nChanged 9065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30041 members 
Mstep: Class 2 contains 65492 members 
Entering Unmasked Estep 
Score: -11176502.000000 Penalty: 3726.848877
	Iteration 5F: 3 clusters Score -1.11765e+07 nChanged 8539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 70745 members 
Entering Unmasked Estep 
Score: -11184832.000000 Penalty: 3726.848877
	Iteration 6F: 3 clusters Score -1.118483e+07 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 73942 members 
Entering Unmasked Estep 
Score: -11189847.000000 Penalty: 3726.848877
	Iteration 7F: 3 clusters Score -1.118985e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 75487 members 
Entering Unmasked Estep 
Score: -11191624.000000 Penalty: 3726.848877
	Iteration 8Q: 3 clusters Score -1.119162e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 76604 members 
Entering Unmasked Estep 
Score: -11192486.000000 Penalty: 3726.848877
	Iteration 9Q: 3 clusters Score -1.119249e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 77581 members 
Entering Unmasked Estep 
Score: -11192912.000000 Penalty: 3726.848877
	Iteration 10Q: 3 clusters Score -1.119291e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 78435 members 
Entering Unmasked Estep 
Score: -11193260.000000 Penalty: 3726.848877
	Iteration 11Q: 3 clusters Score -1.119326e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 79223 members 
Entering Unmasked Estep 
Score: -11193509.000000 Penalty: 3726.848877
	Iteration 12Q: 3 clusters Score -1.119351e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 79931 members 
Entering Unmasked Estep 
Score: -11193680.000000 Penalty: 3726.848877
	Iteration 13Q: 3 clusters Score -1.119368e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 80637 members 
Entering Unmasked Estep 
Score: -11193802.000000 Penalty: 3726.848877
	Iteration 14Q: 3 clusters Score -1.11938e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 81263 members 
Entering Unmasked Estep 
Score: -11193869.000000 Penalty: 3726.848877
	Iteration 15Q: 3 clusters Score -1.119387e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 81881 members 
Entering Unmasked Estep 
Score: -11194001.000000 Penalty: 3726.848877
	Iteration 16Q: 3 clusters Score -1.1194e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 82462 members 
Entering Unmasked Estep 
Score: -11194074.000000 Penalty: 3726.848877
	Iteration 17Q: 3 clusters Score -1.119407e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 82987 members 
Entering Unmasked Estep 
Score: -11194179.000000 Penalty: 3726.848877
	Iteration 18Q: 3 clusters Score -1.119418e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 83487 members 
Entering Unmasked Estep 
Score: -11194236.000000 Penalty: 3726.848877
	Iteration 19Q: 3 clusters Score -1.119424e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 83949 members 
Entering Unmasked Estep 
Score: -11194279.000000 Penalty: 3726.848877
	Iteration 20F: 3 clusters Score -1.119428e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 84406 members 
Entering Unmasked Estep 
Score: -11194286.000000 Penalty: 3726.848877
	Iteration 21Q: 3 clusters Score -1.119429e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 84858 members 
Entering Unmasked Estep 
Score: -11194390.000000 Penalty: 3726.848877
	Iteration 22Q: 3 clusters Score -1.119439e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 85293 members 
Entering Unmasked Estep 
Score: -11194415.000000 Penalty: 3726.848877
	Iteration 23Q: 3 clusters Score -1.119442e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 85691 members 
Entering Unmasked Estep 
Score: -11194403.000000 Penalty: 3726.848877
	Iteration 24Q: 3 clusters Score -1.11944e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 86091 members 
Entering Unmasked Estep 
Score: -11194414.000000 Penalty: 3726.848877
	Iteration 25Q: 3 clusters Score -1.119441e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 86470 members 
Entering Unmasked Estep 
Score: -11194467.000000 Penalty: 3726.848877
	Iteration 26Q: 3 clusters Score -1.119447e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 86803 members 
Entering Unmasked Estep 
Score: -11194461.000000 Penalty: 3726.848877
	Iteration 27Q: 3 clusters Score -1.119446e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 87100 members 
Entering Unmasked Estep 
Score: -11194500.000000 Penalty: 3726.848877
	Iteration 28Q: 3 clusters Score -1.11945e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 87373 members 
Entering Unmasked Estep 
Score: -11194499.000000 Penalty: 3726.848877
	Iteration 29Q: 3 clusters Score -1.11945e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 87649 members 
Entering Unmasked Estep 
Score: -11194522.000000 Penalty: 3726.848877
	Iteration 30Q: 3 clusters Score -1.119452e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 87915 members 
Entering Unmasked Estep 
Score: -11194511.000000 Penalty: 3726.848877
	Iteration 31Q: 3 clusters Score -1.119451e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 88142 members 
Entering Unmasked Estep 
Score: -11194478.000000 Penalty: 3726.848877
	Iteration 32Q: 3 clusters Score -1.119448e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 88345 members 
Entering Unmasked Estep 
Score: -11194464.000000 Penalty: 3726.848877
	Iteration 33Q: 3 clusters Score -1.119446e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 88541 members 
Entering Unmasked Estep 
Score: -11194448.000000 Penalty: 3726.848877
	Iteration 34Q: 3 clusters Score -1.119445e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 88731 members 
Entering Unmasked Estep 
Score: -11194457.000000 Penalty: 3726.848877
	Iteration 35Q: 3 clusters Score -1.119446e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 88913 members 
Entering Unmasked Estep 
Score: -11194458.000000 Penalty: 3726.848877
	Iteration 36Q: 3 clusters Score -1.119446e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 89064 members 
Entering Unmasked Estep 
Score: -11194469.000000 Penalty: 3726.848877
	Iteration 37Q: 3 clusters Score -1.119447e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 89200 members 
Entering Unmasked Estep 
Score: -11194467.000000 Penalty: 3726.848877
	Iteration 38Q: 3 clusters Score -1.119447e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 89328 members 
Entering Unmasked Estep 
Score: -11194493.000000 Penalty: 3726.848877
	Iteration 39Q: 3 clusters Score -1.119449e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 89450 members 
Entering Unmasked Estep 
Score: -11194496.000000 Penalty: 3726.848877
	Iteration 40F: 3 clusters Score -1.11945e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 89550 members 
Entering Unmasked Estep 
Score: -11194460.000000 Penalty: 3726.848877
	Iteration 41Q: 3 clusters Score -1.119446e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 89634 members 
Entering Unmasked Estep 
Score: -11194479.000000 Penalty: 3726.848877
	Iteration 42Q: 3 clusters Score -1.119448e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 89720 members 
Entering Unmasked Estep 
Score: -11194455.000000 Penalty: 3726.848877
	Iteration 43Q: 3 clusters Score -1.119446e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 89815 members 
Entering Unmasked Estep 
Score: -11194448.000000 Penalty: 3726.848877
	Iteration 44Q: 3 clusters Score -1.119445e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 89897 members 
Entering Unmasked Estep 
Score: -11194411.000000 Penalty: 3726.848877
	Iteration 45Q: 3 clusters Score -1.119441e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 89985 members 
Entering Unmasked Estep 
Score: -11194413.000000 Penalty: 3726.848877
	Iteration 46Q: 3 clusters Score -1.119441e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 90073 members 
Entering Unmasked Estep 
Score: -11194429.000000 Penalty: 3726.848877
	Iteration 47Q: 3 clusters Score -1.119443e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 90145 members 
Entering Unmasked Estep 
Score: -11194435.000000 Penalty: 3726.848877
	Iteration 48Q: 3 clusters Score -1.119444e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 90216 members 
Entering Unmasked Estep 
Score: -11194439.000000 Penalty: 3726.848877
	Iteration 49Q: 3 clusters Score -1.119444e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 90282 members 
Entering Unmasked Estep 
Score: -11194462.000000 Penalty: 3726.848877
	Iteration 50Q: 3 clusters Score -1.119446e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 90355 members 
Entering Unmasked Estep 
Score: -11194471.000000 Penalty: 3726.848877
	Iteration 51Q: 3 clusters Score -1.119447e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 90412 members 
Entering Unmasked Estep 
Score: -11194451.000000 Penalty: 3726.848877
	Iteration 52Q: 3 clusters Score -1.119445e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 90456 members 
Entering Unmasked Estep 
Score: -11194451.000000 Penalty: 3726.848877
	Iteration 53Q: 3 clusters Score -1.119445e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 90503 members 
Entering Unmasked Estep 
Score: -11194437.000000 Penalty: 3726.848877
	Iteration 54Q: 3 clusters Score -1.119444e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 90541 members 
Entering Unmasked Estep 
Score: -11194428.000000 Penalty: 3726.848877
	Iteration 55Q: 3 clusters Score -1.119443e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 90578 members 
Entering Unmasked Estep 
Score: -11194420.000000 Penalty: 3726.848877
	Iteration 56Q: 3 clusters Score -1.119442e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 90620 members 
Entering Unmasked Estep 
Score: -11194423.000000 Penalty: 3726.848877
	Iteration 57Q: 3 clusters Score -1.119442e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 90666 members 
Entering Unmasked Estep 
Score: -11194413.000000 Penalty: 3726.848877
	Iteration 58Q: 3 clusters Score -1.119441e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 90700 members 
Entering Unmasked Estep 
Score: -11194402.000000 Penalty: 3726.848877
	Iteration 59Q: 3 clusters Score -1.11944e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 90727 members 
Entering Unmasked Estep 
Score: -11194400.000000 Penalty: 3726.848877
	Iteration 60F: 3 clusters Score -1.11944e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 90744 members 
Entering Unmasked Estep 
Score: -11194384.000000 Penalty: 3726.848877
	Iteration 61Q: 3 clusters Score -1.119438e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 90762 members 
Entering Unmasked Estep 
Score: -11194380.000000 Penalty: 3726.848877
	Iteration 62Q: 3 clusters Score -1.119438e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 90787 members 
Entering Unmasked Estep 
Score: -11194388.000000 Penalty: 3726.848877
	Iteration 63Q: 3 clusters Score -1.119439e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 90815 members 
Entering Unmasked Estep 
Score: -11194382.000000 Penalty: 3726.848877
	Iteration 64Q: 3 clusters Score -1.119438e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 90845 members 
Entering Unmasked Estep 
Score: -11194378.000000 Penalty: 3726.848877
	Iteration 65Q: 3 clusters Score -1.119438e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 90881 members 
Entering Unmasked Estep 
Score: -11194371.000000 Penalty: 3726.848877
	Iteration 66Q: 3 clusters Score -1.119437e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 90925 members 
Entering Unmasked Estep 
Score: -11194363.000000 Penalty: 3726.848877
	Iteration 67Q: 3 clusters Score -1.119436e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 90965 members 
Entering Unmasked Estep 
Score: -11194361.000000 Penalty: 3726.848877
	Iteration 68Q: 3 clusters Score -1.119436e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 91000 members 
Entering Unmasked Estep 
Score: -11194354.000000 Penalty: 3726.848877
	Iteration 69Q: 3 clusters Score -1.119435e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 91038 members 
Entering Unmasked Estep 
Score: -11194350.000000 Penalty: 3726.848877
	Iteration 70Q: 3 clusters Score -1.119435e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 91072 members 
Entering Unmasked Estep 
Score: -11194340.000000 Penalty: 3726.848877
	Iteration 71Q: 3 clusters Score -1.119434e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 91097 members 
Entering Unmasked Estep 
Score: -11194351.000000 Penalty: 3726.848877
	Iteration 72Q: 3 clusters Score -1.119435e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 91120 members 
Entering Unmasked Estep 
Score: -11194350.000000 Penalty: 3726.848877
	Iteration 73Q: 3 clusters Score -1.119435e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 91137 members 
Entering Unmasked Estep 
Score: -11194329.000000 Penalty: 3726.848877
	Iteration 74Q: 3 clusters Score -1.119433e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 91160 members 
Entering Unmasked Estep 
Score: -11194340.000000 Penalty: 3726.848877
	Iteration 75Q: 3 clusters Score -1.119434e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 91179 members 
Entering Unmasked Estep 
Score: -11194356.000000 Penalty: 3726.848877
	Iteration 76Q: 3 clusters Score -1.119436e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 91194 members 
Entering Unmasked Estep 
Score: -11194348.000000 Penalty: 3726.848877
	Iteration 77Q: 3 clusters Score -1.119435e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 91208 members 
Entering Unmasked Estep 
Score: -11194348.000000 Penalty: 3726.848877
	Iteration 78Q: 3 clusters Score -1.119435e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 91224 members 
Entering Unmasked Estep 
Score: -11194339.000000 Penalty: 3726.848877
	Iteration 79Q: 3 clusters Score -1.119434e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 91235 members 
Entering Unmasked Estep 
Score: -11194344.000000 Penalty: 3726.848877
	Iteration 80F: 3 clusters Score -1.119434e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 91244 members 
Entering Unmasked Estep 
Score: -11194353.000000 Penalty: 3726.848877
	Iteration 81Q: 3 clusters Score -1.119435e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 91248 members 
Entering Unmasked Estep 
Score: -11194346.000000 Penalty: 3726.848877
	Iteration 82Q: 3 clusters Score -1.119435e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 91254 members 
Entering Unmasked Estep 
Score: -11194344.000000 Penalty: 3726.848877
	Iteration 83Q: 3 clusters Score -1.119434e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 91260 members 
Entering Unmasked Estep 
Score: -11194335.000000 Penalty: 3726.848877
	Iteration 84Q: 3 clusters Score -1.119434e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 91264 members 
Entering Unmasked Estep 
Score: -11194328.000000 Penalty: 3726.848877
	Iteration 85Q: 3 clusters Score -1.119433e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 91270 members 
Entering Unmasked Estep 
Score: -11194338.000000 Penalty: 3726.848877
	Iteration 86Q: 3 clusters Score -1.119434e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 91280 members 
Entering Unmasked Estep 
Score: -11194339.000000 Penalty: 3726.848877
	Iteration 87Q: 3 clusters Score -1.119434e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 91286 members 
Entering Unmasked Estep 
Score: -11194339.000000 Penalty: 3726.848877
	Iteration 88Q: 3 clusters Score -1.119434e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 91290 members 
Entering Unmasked Estep 
Score: -11194339.000000 Penalty: 3726.848877
	Iteration 89Q: 3 clusters Score -1.119434e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 91293 members 
Entering Unmasked Estep 
Score: -11194341.000000 Penalty: 3726.848877
	Iteration 90Q: 3 clusters Score -1.119434e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 91295 members 
Entering Unmasked Estep 
Score: -11194350.000000 Penalty: 3726.848877
	Iteration 91Q: 3 clusters Score -1.119435e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 91295 members 
Entering Unmasked Estep 
Score: -11194350.000000 Penalty: 3726.848877
	Iteration 92F: 3 clusters Score -1.119435e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 154378 members 
Mstep: Class 2 contains 54784 members 
Mstep: Class 3 contains 8296 members 
Mstep: Class 4 contains 7522 members 
Mstep: Class 5 contains 113721 members 
Mstep: Class 6 contains 33767 members 
Mstep: Class 7 contains 526 members 
Mstep: Class 8 contains 102651 members 
Mstep: Class 9 contains 196875 members 
Mstep: Class 10 contains 84636 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 8836 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 757 members 
Mstep: Class 15 contains 4238 members 
Mstep: Class 16 contains 17376 members 
Mstep: Class 17 contains 16786 members 
Mstep: Class 18 contains 44172 members 
Mstep: Class 19 contains 113401 members 
Mstep: Class 20 contains 1042 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1590 members 
Mstep: Class 23 contains 643 members 
Mstep: Class 24 contains 132600 members 
Mstep: Class 25 contains 132619 members 
Mstep: Class 26 contains 433 members 
Mstep: Class 27 contains 812 members 
Mstep: Class 28 contains 137181 members 
Mstep: Class 29 contains 101034 members 
Mstep: Class 30 contains 87063 members 
Mstep: Class 31 contains 7200 members 
Mstep: Class 32 contains 625 members 
Mstep: Class 33 contains 686 members 
Mstep: Class 34 contains 3590 members 
Mstep: Class 35 contains 667 members 
Mstep: Class 36 contains 27303 members 
Mstep: Class 37 contains 29163 members 
Mstep: Class 38 contains 289 members 
Mstep: Class 39 contains 1091 members 
Mstep: Class 40 contains 91295 members 
Entering Unmasked Estep 
Score: -194600448.000000 Penalty: 93336.812500
Splitting cluster 15 changes total score from -194584272.000000 to -194600448.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 16 (17376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Entering Unmasked Estep 
Score: -2111424.500000 Penalty: 1586.462280
	Iteration 0F: 2 clusters Score -2111424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -2099470.750000 Penalty: 3172.924561
	Iteration 0F: 3 clusters Score -2099471 nChanged 7776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -2103657.750000 Penalty: 3172.924561
	Iteration 1F: 3 clusters Score -2103658 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -2103980.250000 Penalty: 3172.924561
	Iteration 2F: 3 clusters Score -2103980 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -2104251.250000 Penalty: 3172.924561
	Iteration 3Q: 3 clusters Score -2104251 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -2104490.750000 Penalty: 3172.924561
	Iteration 4Q: 3 clusters Score -2104491 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -2104718.500000 Penalty: 3172.924561
	Iteration 5Q: 3 clusters Score -2104718 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -2104975.250000 Penalty: 3172.924561
	Iteration 6Q: 3 clusters Score -2104975 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -2105306.000000 Penalty: 3172.924561
	Iteration 7Q: 3 clusters Score -2105306 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -2105753.250000 Penalty: 3172.924561
	Iteration 8Q: 3 clusters Score -2105753 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -2106300.750000 Penalty: 3172.924561
	Iteration 9F: 3 clusters Score -2106301 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -2106989.250000 Penalty: 3172.924561
	Iteration 10F: 3 clusters Score -2106989 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -2107784.750000 Penalty: 3172.924561
	Iteration 11F: 3 clusters Score -2107785 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2108511.250000 Penalty: 3172.924561
	Iteration 12Q: 3 clusters Score -2108511 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2109056.250000 Penalty: 3172.924561
	Iteration 13Q: 3 clusters Score -2109056 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2109435.750000 Penalty: 3172.924561
	Iteration 14Q: 3 clusters Score -2109436 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2109674.250000 Penalty: 3172.924561
	Iteration 15Q: 3 clusters Score -2109674 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2109835.250000 Penalty: 3172.924561
	Iteration 16Q: 3 clusters Score -2109835 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2109957.250000 Penalty: 3172.924561
	Iteration 17Q: 3 clusters Score -2109957 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2110056.000000 Penalty: 3172.924561
	Iteration 18Q: 3 clusters Score -2110056 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2110117.500000 Penalty: 3172.924561
	Iteration 19Q: 3 clusters Score -2110118 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2110147.000000 Penalty: 3172.924561
	Iteration 20F: 3 clusters Score -2110147 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2110166.250000 Penalty: 3172.924561
	Iteration 21Q: 3 clusters Score -2110166 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2110190.000000 Penalty: 3172.924561
	Iteration 22Q: 3 clusters Score -2110190 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2110208.250000 Penalty: 3172.924561
	Iteration 23Q: 3 clusters Score -2110208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2110215.250000 Penalty: 3172.924561
	Iteration 24Q: 3 clusters Score -2110215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2110220.750000 Penalty: 3172.924561
	Iteration 25Q: 3 clusters Score -2110221 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2110233.000000 Penalty: 3172.924561
	Iteration 26Q: 3 clusters Score -2110233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2110238.000000 Penalty: 3172.924561
	Iteration 27Q: 3 clusters Score -2110238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2110244.750000 Penalty: 3172.924561
	Iteration 28Q: 3 clusters Score -2110245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2110248.250000 Penalty: 3172.924561
	Iteration 29Q: 3 clusters Score -2110248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2110251.750000 Penalty: 3172.924561
	Iteration 30Q: 3 clusters Score -2110252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2110253.000000 Penalty: 3172.924561
	Iteration 31Q: 3 clusters Score -2110253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2110254.250000 Penalty: 3172.924561
	Iteration 32Q: 3 clusters Score -2110254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2110254.750000 Penalty: 3172.924561
	Iteration 33Q: 3 clusters Score -2110255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2110254.750000 Penalty: 3172.924561
	Iteration 34F: 3 clusters Score -2110255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Entering Unmasked Estep 
Score: -2008626.125000 Penalty: 1580.848755
	Iteration 0F: 2 clusters Score -2008626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1997150.375000 Penalty: 3161.697510
	Iteration 0F: 3 clusters Score -1997150 nChanged 7467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -2001362.375000 Penalty: 3161.697510
	Iteration 1F: 3 clusters Score -2001362 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -2001689.000000 Penalty: 3161.697510
	Iteration 2F: 3 clusters Score -2001689 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -2002001.250000 Penalty: 3161.697510
	Iteration 3Q: 3 clusters Score -2002001 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -2002340.875000 Penalty: 3161.697510
	Iteration 4Q: 3 clusters Score -2002341 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -2002766.250000 Penalty: 3161.697510
	Iteration 5Q: 3 clusters Score -2002766 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -2003312.250000 Penalty: 3161.697510
	Iteration 6F: 3 clusters Score -2003312 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -2004007.750000 Penalty: 3161.697510
	Iteration 7F: 3 clusters Score -2004008 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -2004689.125000 Penalty: 3161.697510
	Iteration 8F: 3 clusters Score -2004689 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -2005339.000000 Penalty: 3161.697510
	Iteration 9Q: 3 clusters Score -2005339 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -2005943.375000 Penalty: 3161.697510
	Iteration 10Q: 3 clusters Score -2005943 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -2006359.750000 Penalty: 3161.697510
	Iteration 11Q: 3 clusters Score -2006360 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -2006650.750000 Penalty: 3161.697510
	Iteration 12Q: 3 clusters Score -2006651 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -2006828.625000 Penalty: 3161.697510
	Iteration 13Q: 3 clusters Score -2006829 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -2006942.125000 Penalty: 3161.697510
	Iteration 14Q: 3 clusters Score -2006942 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -2007027.125000 Penalty: 3161.697510
	Iteration 15Q: 3 clusters Score -2007027 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -2007091.625000 Penalty: 3161.697510
	Iteration 16Q: 3 clusters Score -2007092 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -2007132.250000 Penalty: 3161.697510
	Iteration 17Q: 3 clusters Score -2007132 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -2007164.250000 Penalty: 3161.697510
	Iteration 18Q: 3 clusters Score -2007164 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -2007181.000000 Penalty: 3161.697510
	Iteration 19Q: 3 clusters Score -2007181 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -2007202.000000 Penalty: 3161.697510
	Iteration 20F: 3 clusters Score -2007202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -2007218.500000 Penalty: 3161.697510
	Iteration 21Q: 3 clusters Score -2007218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -2007223.125000 Penalty: 3161.697510
	Iteration 22Q: 3 clusters Score -2007223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -2007228.250000 Penalty: 3161.697510
	Iteration 23Q: 3 clusters Score -2007228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -2007232.375000 Penalty: 3161.697510
	Iteration 24Q: 3 clusters Score -2007232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -2007236.125000 Penalty: 3161.697510
	Iteration 25Q: 3 clusters Score -2007236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -2007238.250000 Penalty: 3161.697510
	Iteration 26Q: 3 clusters Score -2007238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -2007242.250000 Penalty: 3161.697510
	Iteration 27Q: 3 clusters Score -2007242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -2007245.125000 Penalty: 3161.697510
	Iteration 28Q: 3 clusters Score -2007245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -2007243.875000 Penalty: 3161.697510
	Iteration 29Q: 3 clusters Score -2007244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -2007252.000000 Penalty: 3161.697510
	Iteration 30Q: 3 clusters Score -2007252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -2007255.000000 Penalty: 3161.697510
	Iteration 31Q: 3 clusters Score -2007255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -2007253.375000 Penalty: 3161.697510
	Iteration 32Q: 3 clusters Score -2007253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -2007255.750000 Penalty: 3161.697510
	Iteration 33Q: 3 clusters Score -2007256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -2007256.125000 Penalty: 3161.697510
	Iteration 34Q: 3 clusters Score -2007256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -2007258.250000 Penalty: 3161.697510
	Iteration 35Q: 3 clusters Score -2007258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -2007258.250000 Penalty: 3161.697510
	Iteration 36F: 3 clusters Score -2007258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44172 members 
Entering Unmasked Estep 
Score: -4846606.500000 Penalty: 1738.075073
	Iteration 0F: 2 clusters Score -4846606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -4817050.500000 Penalty: 3476.150146
	Iteration 0F: 3 clusters Score -4817050 nChanged 20599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -4828945.000000 Penalty: 3476.150146
	Iteration 1F: 3 clusters Score -4828945 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -4829815.000000 Penalty: 3476.150146
	Iteration 2F: 3 clusters Score -4829815 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -4830886.000000 Penalty: 3476.150146
	Iteration 3F: 3 clusters Score -4830886 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -4832338.000000 Penalty: 3476.150146
	Iteration 4F: 3 clusters Score -4832338 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -4834092.000000 Penalty: 3476.150146
	Iteration 5F: 3 clusters Score -4834092 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 30361 members 
Entering Unmasked Estep 
Score: -4836021.000000 Penalty: 3476.150146
	Iteration 6F: 3 clusters Score -4836021 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 32388 members 
Entering Unmasked Estep 
Score: -4837920.500000 Penalty: 3476.150146
	Iteration 7F: 3 clusters Score -4837920 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -4839787.500000 Penalty: 3476.150146
	Iteration 8F: 3 clusters Score -4839788 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 35674 members 
Entering Unmasked Estep 
Score: -4841490.500000 Penalty: 3476.150146
	Iteration 9Q: 3 clusters Score -4841490 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 36615 members 
Entering Unmasked Estep 
Score: -4842769.000000 Penalty: 3476.150146
	Iteration 10Q: 3 clusters Score -4842769 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 37288 members 
Entering Unmasked Estep 
Score: -4843535.000000 Penalty: 3476.150146
	Iteration 11Q: 3 clusters Score -4843535 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 37817 members 
Entering Unmasked Estep 
Score: -4844020.000000 Penalty: 3476.150146
	Iteration 12Q: 3 clusters Score -4844020 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 38250 members 
Entering Unmasked Estep 
Score: -4844377.000000 Penalty: 3476.150146
	Iteration 13Q: 3 clusters Score -4844377 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 38645 members 
Entering Unmasked Estep 
Score: -4844661.000000 Penalty: 3476.150146
	Iteration 14Q: 3 clusters Score -4844661 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 38995 members 
Entering Unmasked Estep 
Score: -4844927.500000 Penalty: 3476.150146
	Iteration 15Q: 3 clusters Score -4844928 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 39288 members 
Entering Unmasked Estep 
Score: -4845212.500000 Penalty: 3476.150146
	Iteration 16Q: 3 clusters Score -4845212 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 39524 members 
Entering Unmasked Estep 
Score: -4845395.500000 Penalty: 3476.150146
	Iteration 17Q: 3 clusters Score -4845396 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -4845529.000000 Penalty: 3476.150146
	Iteration 18Q: 3 clusters Score -4845529 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 39861 members 
Entering Unmasked Estep 
Score: -4845588.000000 Penalty: 3476.150146
	Iteration 19Q: 3 clusters Score -4845588 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 39996 members 
Entering Unmasked Estep 
Score: -4845646.500000 Penalty: 3476.150146
	Iteration 20F: 3 clusters Score -4845646 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 40121 members 
Entering Unmasked Estep 
Score: -4845704.500000 Penalty: 3476.150146
	Iteration 21Q: 3 clusters Score -4845704 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 40222 members 
Entering Unmasked Estep 
Score: -4845740.000000 Penalty: 3476.150146
	Iteration 22Q: 3 clusters Score -4845740 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 40317 members 
Entering Unmasked Estep 
Score: -4845771.000000 Penalty: 3476.150146
	Iteration 23Q: 3 clusters Score -4845771 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -4845802.500000 Penalty: 3476.150146
	Iteration 24Q: 3 clusters Score -4845802 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 40476 members 
Entering Unmasked Estep 
Score: -4845833.000000 Penalty: 3476.150146
	Iteration 25Q: 3 clusters Score -4845833 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 40556 members 
Entering Unmasked Estep 
Score: -4845840.500000 Penalty: 3476.150146
	Iteration 26Q: 3 clusters Score -4845840 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 40635 members 
Entering Unmasked Estep 
Score: -4845867.000000 Penalty: 3476.150146
	Iteration 27Q: 3 clusters Score -4845867 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 40713 members 
Entering Unmasked Estep 
Score: -4845897.500000 Penalty: 3476.150146
	Iteration 28Q: 3 clusters Score -4845898 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 40770 members 
Entering Unmasked Estep 
Score: -4845922.000000 Penalty: 3476.150146
	Iteration 29Q: 3 clusters Score -4845922 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 40814 members 
Entering Unmasked Estep 
Score: -4845947.000000 Penalty: 3476.150146
	Iteration 30Q: 3 clusters Score -4845947 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 40864 members 
Entering Unmasked Estep 
Score: -4845956.500000 Penalty: 3476.150146
	Iteration 31Q: 3 clusters Score -4845956 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 40908 members 
Entering Unmasked Estep 
Score: -4845967.500000 Penalty: 3476.150146
	Iteration 32Q: 3 clusters Score -4845968 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 40953 members 
Entering Unmasked Estep 
Score: -4845973.500000 Penalty: 3476.150146
	Iteration 33Q: 3 clusters Score -4845974 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 41014 members 
Entering Unmasked Estep 
Score: -4846013.000000 Penalty: 3476.150146
	Iteration 34Q: 3 clusters Score -4846013 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 41077 members 
Entering Unmasked Estep 
Score: -4846032.000000 Penalty: 3476.150146
	Iteration 35Q: 3 clusters Score -4846032 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 41137 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 41193 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 41238 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 41283 members 
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Mstep: Class 1 contains 2832 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 41410 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 41487 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 41558 members 
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Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 41599 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4847012 nChanged 228
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Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 41599 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 41567 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4847410 nChanged 190
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Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 41353 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 41206 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 41060 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4847608 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 40900 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4847660 nChanged 187
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 40727 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4847718 nChanged 186
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 40555 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4847740 nChanged 156
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Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 40407 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4847774 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 40281 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4847822 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 40175 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4847844 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 40086 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 40011 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4847864 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4230 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4847877 nChanged 65
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Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 39881 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4847982 nChanged 257
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Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 39630 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 39360 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4848192 nChanged 297
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Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 39091 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4848241 nChanged 286
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 38837 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4848307 nChanged 272
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 38579 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4848356 nChanged 238
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 38367 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4848396 nChanged 214
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 38159 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4848442 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 37989 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4848459 nChanged 155
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 37840 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 37718 members 
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Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 37599 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4848503 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6679 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4848515 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 37390 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4848532 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 37292 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4848553 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 37205 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4848558 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 37112 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4848578 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 37046 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4848573 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 36973 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4848593 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 36911 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4848595 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 36854 members 
Entering Unmasked Estep 
Score: -4848606.500000 Penalty: 3476.150146
	Iteration 80F: 3 clusters Score -4848606 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 36791 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4848610 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 36740 members 
Entering Unmasked Estep 
Score: -4848601.000000 Penalty: 3476.150146
	Iteration 82Q: 3 clusters Score -4848601 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 36702 members 
Entering Unmasked Estep 
Score: -4848604.500000 Penalty: 3476.150146
	Iteration 83Q: 3 clusters Score -4848604 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 36666 members 
Entering Unmasked Estep 
Score: -4848612.500000 Penalty: 3476.150146
	Iteration 84Q: 3 clusters Score -4848612 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 36635 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4848612 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 36611 members 
Entering Unmasked Estep 
Score: -4848614.500000 Penalty: 3476.150146
	Iteration 86Q: 3 clusters Score -4848614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
Score: -4848613.500000 Penalty: 3476.150146
	Iteration 87Q: 3 clusters Score -4848614 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 36578 members 
Entering Unmasked Estep 
Score: -4848621.000000 Penalty: 3476.150146
	Iteration 88Q: 3 clusters Score -4848621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 36567 members 
Entering Unmasked Estep 
Score: -4848616.500000 Penalty: 3476.150146
	Iteration 89Q: 3 clusters Score -4848616 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 36565 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4848614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 36562 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4848613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 36557 members 
Entering Unmasked Estep 
Score: -4848623.000000 Penalty: 3476.150146
	Iteration 92Q: 3 clusters Score -4848623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 36549 members 
Entering Unmasked Estep 
Score: -4848620.500000 Penalty: 3476.150146
	Iteration 93Q: 3 clusters Score -4848620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 36539 members 
Entering Unmasked Estep 
Score: -4848621.500000 Penalty: 3476.150146
	Iteration 94Q: 3 clusters Score -4848622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 36524 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4848622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 36509 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4848620 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 36491 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4848621 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 36468 members 
Entering Unmasked Estep 
Score: -4848611.000000 Penalty: 3476.150146
	Iteration 98Q: 3 clusters Score -4848611 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 36442 members 
Entering Unmasked Estep 
Score: -4848624.500000 Penalty: 3476.150146
	Iteration 99Q: 3 clusters Score -4848624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 36426 members 
Entering Unmasked Estep 
Score: -4848615.500000 Penalty: 3476.150146
	Iteration 100F: 3 clusters Score -4848616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 36411 members 
Entering Unmasked Estep 
Score: -4848619.500000 Penalty: 3476.150146
	Iteration 101Q: 3 clusters Score -4848620 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 36393 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4848619 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 36371 members 
Entering Unmasked Estep 
Score: -4848621.000000 Penalty: 3476.150146
	Iteration 103Q: 3 clusters Score -4848621 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 36348 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4848624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 36330 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4848624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 36316 members 
Entering Unmasked Estep 
Score: -4848629.500000 Penalty: 3476.150146
	Iteration 106Q: 3 clusters Score -4848630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 36303 members 
Entering Unmasked Estep 
Score: -4848623.500000 Penalty: 3476.150146
	Iteration 107Q: 3 clusters Score -4848624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 36299 members 
Entering Unmasked Estep 
Score: -4848620.500000 Penalty: 3476.150146
	Iteration 108Q: 3 clusters Score -4848620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 36290 members 
Entering Unmasked Estep 
Score: -4848614.500000 Penalty: 3476.150146
	Iteration 109Q: 3 clusters Score -4848614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 36280 members 
Entering Unmasked Estep 
Score: -4848622.500000 Penalty: 3476.150146
	Iteration 110Q: 3 clusters Score -4848622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 36272 members 
Entering Unmasked Estep 
Score: -4848618.000000 Penalty: 3476.150146
	Iteration 111Q: 3 clusters Score -4848618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 36269 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4848623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 36268 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4848622 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 36265 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4848624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 36263 members 
Entering Unmasked Estep 
Score: -4848627.000000 Penalty: 3476.150146
	Iteration 115Q: 3 clusters Score -4848627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 36262 members 
Entering Unmasked Estep 
Score: -4848624.500000 Penalty: 3476.150146
	Iteration 116Q: 3 clusters Score -4848624 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 36261 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4848624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 36260 members 
Entering Unmasked Estep 
Score: -4848625.000000 Penalty: 3476.150146
	Iteration 118Q: 3 clusters Score -4848625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 36259 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4848624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 36259 members 
Entering Unmasked Estep 
Score: -4848624.000000 Penalty: 3476.150146
	Iteration 120F: 3 clusters Score -4848624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 154378 members 
Mstep: Class 2 contains 54784 members 
Mstep: Class 3 contains 8296 members 
Mstep: Class 4 contains 7522 members 
Mstep: Class 5 contains 113721 members 
Mstep: Class 6 contains 33767 members 
Mstep: Class 7 contains 526 members 
Mstep: Class 8 contains 102651 members 
Mstep: Class 9 contains 196875 members 
Mstep: Class 10 contains 84636 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 8836 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 757 members 
Mstep: Class 15 contains 4238 members 
Mstep: Class 16 contains 17376 members 
Mstep: Class 17 contains 16786 members 
Mstep: Class 18 contains 7913 members 
Mstep: Class 19 contains 113401 members 
Mstep: Class 20 contains 1042 members 
Mstep: Class 21 contains 983 members 
Mstep: Class 22 contains 1590 members 
Mstep: Class 23 contains 643 members 
Mstep: Class 24 contains 132600 members 
Mstep: Class 25 contains 132619 members 
Mstep: Class 26 contains 433 members 
Mstep: Class 27 contains 812 members 
Mstep: Class 28 contains 137181 members 
Mstep: Class 29 contains 101034 members 
Mstep: Class 30 contains 87063 members 
Mstep: Class 31 contains 7200 members 
Mstep: Class 32 contains 625 members 
Mstep: Class 33 contains 686 members 
Mstep: Class 34 contains 3590 members 
Mstep: Class 35 contains 667 members 
Mstep: Class 36 contains 27303 members 
Mstep: Class 37 contains 29163 members 
Mstep: Class 38 contains 289 members 
Mstep: Class 39 contains 1091 members 
Mstep: Class 40 contains 91295 members 
Mstep: Class 41 contains 36259 members 
Entering Unmasked Estep 
Score: -194600000.000000 Penalty: 95670.234375
Splitting cluster 18 changes total score from -194584272.000000 to -194600000.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 19 (113401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 113401 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -1.322988e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56808 members 
Mstep: Class 2 contains 56593 members 
Entering Unmasked Estep 
Score: -13156663.000000 Penalty: 3782.572754
	Iteration 0F: 3 clusters Score -1.315666e+07 nChanged 54131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57765 members 
Mstep: Class 2 contains 55636 members 
Entering Unmasked Estep 
Score: -13188243.000000 Penalty: 3782.572754
	Iteration 1F: 3 clusters Score -1.318824e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58841 members 
Mstep: Class 2 contains 54560 members 
Entering Unmasked Estep 
Score: -13188995.000000 Penalty: 3782.572754
	Iteration 2Q: 3 clusters Score -1.3189e+07 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60497 members 
Mstep: Class 2 contains 52904 members 
Entering Unmasked Estep 
Score: -13190054.000000 Penalty: 3782.572754
	Iteration 3Q: 3 clusters Score -1.319005e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62867 members 
Mstep: Class 2 contains 50534 members 
Entering Unmasked Estep 
Score: -13191839.000000 Penalty: 3782.572754
	Iteration 4Q: 3 clusters Score -1.319184e+07 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66365 members 
Mstep: Class 2 contains 47036 members 
Entering Unmasked Estep 
Score: -13194402.000000 Penalty: 3782.572754
	Iteration 5Q: 3 clusters Score -1.31944e+07 nChanged 6501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70890 members 
Mstep: Class 2 contains 42511 members 
Entering Unmasked Estep 
Score: -13198107.000000 Penalty: 3782.572754
	Iteration 6F: 3 clusters Score -1.319811e+07 nChanged 7188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76040 members 
Mstep: Class 2 contains 37361 members 
Entering Unmasked Estep 
Score: -13203161.000000 Penalty: 3782.572754
	Iteration 7F: 3 clusters Score -1.320316e+07 nChanged 7168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80984 members 
Mstep: Class 2 contains 32417 members 
Entering Unmasked Estep 
Score: -13208939.000000 Penalty: 3782.572754
	Iteration 8F: 3 clusters Score -1.320894e+07 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84804 members 
Mstep: Class 2 contains 28597 members 
Entering Unmasked Estep 
Score: -13213433.000000 Penalty: 3782.572754
	Iteration 9F: 3 clusters Score -1.321343e+07 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87674 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -13215969.000000 Penalty: 3782.572754
	Iteration 10Q: 3 clusters Score -1.321597e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90217 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -13217453.000000 Penalty: 3782.572754
	Iteration 11Q: 3 clusters Score -1.321745e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92693 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -13218458.000000 Penalty: 3782.572754
	Iteration 12Q: 3 clusters Score -1.321846e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95024 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -13219455.000000 Penalty: 3782.572754
	Iteration 13Q: 3 clusters Score -1.321946e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97257 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -13220459.000000 Penalty: 3782.572754
	Iteration 14Q: 3 clusters Score -1.322046e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99343 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -13221303.000000 Penalty: 3782.572754
	Iteration 15Q: 3 clusters Score -1.32213e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101306 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -13222114.000000 Penalty: 3782.572754
	Iteration 16Q: 3 clusters Score -1.322211e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103090 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -13222836.000000 Penalty: 3782.572754
	Iteration 17Q: 3 clusters Score -1.322284e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104748 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -13223620.000000 Penalty: 3782.572754
	Iteration 18Q: 3 clusters Score -1.322362e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106291 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -13224414.000000 Penalty: 3782.572754
	Iteration 19Q: 3 clusters Score -1.322441e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107647 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -13225106.000000 Penalty: 3782.572754
	Iteration 20F: 3 clusters Score -1.322511e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108827 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -13225798.000000 Penalty: 3782.572754
	Iteration 21Q: 3 clusters Score -1.32258e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109808 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -13226327.000000 Penalty: 3782.572754
	Iteration 22Q: 3 clusters Score -1.322633e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110589 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -13226809.000000 Penalty: 3782.572754
	Iteration 23Q: 3 clusters Score -1.322681e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111191 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -13227167.000000 Penalty: 3782.572754
	Iteration 24Q: 3 clusters Score -1.322717e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111649 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -13227462.000000 Penalty: 3782.572754
	Iteration 25Q: 3 clusters Score -1.322746e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111956 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -13227663.000000 Penalty: 3782.572754
	Iteration 26Q: 3 clusters Score -1.322766e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112184 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -13227853.000000 Penalty: 3782.572754
	Iteration 27Q: 3 clusters Score -1.322785e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112359 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -13227960.000000 Penalty: 3782.572754
	Iteration 28Q: 3 clusters Score -1.322796e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112459 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -13228043.000000 Penalty: 3782.572754
	Iteration 29Q: 3 clusters Score -1.322804e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112536 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -13228073.000000 Penalty: 3782.572754
	Iteration 30Q: 3 clusters Score -1.322807e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112587 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -13228119.000000 Penalty: 3782.572754
	Iteration 31Q: 3 clusters Score -1.322812e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112626 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -13228168.000000 Penalty: 3782.572754
	Iteration 32Q: 3 clusters Score -1.322817e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112656 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -13228194.000000 Penalty: 3782.572754
	Iteration 33Q: 3 clusters Score -1.322819e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112689 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -13228228.000000 Penalty: 3782.572754
	Iteration 34Q: 3 clusters Score -1.322823e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112711 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -13228274.000000 Penalty: 3782.572754
	Iteration 35Q: 3 clusters Score -1.322827e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112734 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -13228285.000000 Penalty: 3782.572754
	Iteration 36Q: 3 clusters Score -1.322828e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112752 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -13228298.000000 Penalty: 3782.572754
	Iteration 37Q: 3 clusters Score -1.32283e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112763 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -13228307.000000 Penalty: 3782.572754
	Iteration 38Q: 3 clusters Score -1.322831e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112765 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -13228305.000000 Penalty: 3782.572754
	Iteration 39Q: 3 clusters Score -1.32283e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112767 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -13228322.000000 Penalty: 3782.572754
	Iteration 40F: 3 clusters Score -1.322832e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112769 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -13228321.000000 Penalty: 3782.572754
	Iteration 41Q: 3 clusters Score -1.322832e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112775 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -13228325.000000 Penalty: 3782.572754
	Iteration 42Q: 3 clusters Score -1.322832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112775 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -13228323.000000 Penalty: 3782.572754
	Iteration 43Q: 3 clusters Score -1.322832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112776 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -13228329.000000 Penalty: 3782.572754
	Iteration 44Q: 3 clusters Score -1.322833e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112777 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -13228322.000000 Penalty: 3782.572754
	Iteration 45Q: 3 clusters Score -1.322832e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112777 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -13228322.000000 Penalty: 3782.572754
	Iteration 46F: 3 clusters Score -1.322832e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Entering Unmasked Estep 
Score: -98020.046875 Penalty: 1129.195801
	Iteration 0F: 2 clusters Score -98020.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -96630.343750 Penalty: 2258.391602
	Iteration 0F: 3 clusters Score -96630.34 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -96966.406250 Penalty: 2258.391602
	Iteration 1F: 3 clusters Score -96966.41 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -97131.492188 Penalty: 2258.391602
	Iteration 2F: 3 clusters Score -97131.49 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -97258.593750 Penalty: 2258.391602
	Iteration 3F: 3 clusters Score -97258.59 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -97393.492188 Penalty: 2258.391602
	Iteration 4F: 3 clusters Score -97393.49 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -97516.867188 Penalty: 2258.391602
	Iteration 5F: 3 clusters Score -97516.87 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -97637.328125 Penalty: 2258.391602
	Iteration 6F: 3 clusters Score -97637.33 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -97729.500000 Penalty: 2258.391602
	Iteration 7Q: 3 clusters Score -97729.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -97804.382812 Penalty: 2258.391602
	Iteration 8Q: 3 clusters Score -97804.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -97832.132812 Penalty: 2258.391602
	Iteration 9Q: 3 clusters Score -97832.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -97839.468750 Penalty: 2258.391602
	Iteration 10Q: 3 clusters Score -97839.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -97841.585938 Penalty: 2258.391602
	Iteration 11Q: 3 clusters Score -97841.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -97843.914062 Penalty: 2258.391602
	Iteration 12Q: 3 clusters Score -97843.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -97843.914062 Penalty: 2258.391602
	Iteration 13F: 3 clusters Score -97843.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Entering Unmasked Estep 
Score: -93663.195312 Penalty: 1119.723999
	Iteration 0F: 2 clusters Score -93663.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -92302.742188 Penalty: 2239.447998
	Iteration 0F: 3 clusters Score -92302.74 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -92739.062500 Penalty: 2239.447998
	Iteration 1F: 3 clusters Score -92739.06 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -93036.304688 Penalty: 2239.447998
	Iteration 2F: 3 clusters Score -93036.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -93274.085938 Penalty: 2239.447998
	Iteration 3F: 3 clusters Score -93274.09 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -93489.179688 Penalty: 2239.447998
	Iteration 4F: 3 clusters Score -93489.18 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -93611.984375 Penalty: 2239.447998
	Iteration 5Q: 3 clusters Score -93611.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -93664.382812 Penalty: 2239.447998
	Iteration 6Q: 3 clusters Score -93664.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -93690.671875 Penalty: 2239.447998
	Iteration 7Q: 3 clusters Score -93690.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -93708.140625 Penalty: 2239.447998
	Iteration 8Q: 3 clusters Score -93708.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -93717.929688 Penalty: 2239.447998
	Iteration 9Q: 3 clusters Score -93717.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -93723.023438 Penalty: 2239.447998
	Iteration 10Q: 3 clusters Score -93723.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -93730.179688 Penalty: 2239.447998
	Iteration 11Q: 3 clusters Score -93730.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -93735.351562 Penalty: 2239.447998
	Iteration 12Q: 3 clusters Score -93735.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -93736.320312 Penalty: 2239.447998
	Iteration 13Q: 3 clusters Score -93736.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -93739.335938 Penalty: 2239.447998
	Iteration 14Q: 3 clusters Score -93739.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -93741.132812 Penalty: 2239.447998
	Iteration 15Q: 3 clusters Score -93741.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -93741.742188 Penalty: 2239.447998
	Iteration 16Q: 3 clusters Score -93741.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -93741.742188 Penalty: 2239.447998
	Iteration 17F: 3 clusters Score -93741.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 154378 members 
Mstep: Class 2 contains 54784 members 
Mstep: Class 3 contains 8296 members 
Mstep: Class 4 contains 7522 members 
Mstep: Class 5 contains 113721 members 
Mstep: Class 6 contains 33767 members 
Mstep: Class 7 contains 526 members 
Mstep: Class 8 contains 102651 members 
Mstep: Class 9 contains 196875 members 
Mstep: Class 10 contains 84636 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 8836 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 757 members 
Mstep: Class 15 contains 4238 members 
Mstep: Class 16 contains 17376 members 
Mstep: Class 17 contains 16786 members 
Mstep: Class 18 contains 7913 members 
Mstep: Class 19 contains 113401 members 
Mstep: Class 20 contains 1042 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 1590 members 
Mstep: Class 23 contains 643 members 
Mstep: Class 24 contains 132600 members 
Mstep: Class 25 contains 132619 members 
Mstep: Class 26 contains 433 members 
Mstep: Class 27 contains 812 members 
Mstep: Class 28 contains 137181 members 
Mstep: Class 29 contains 101034 members 
Mstep: Class 30 contains 87063 members 
Mstep: Class 31 contains 7200 members 
Mstep: Class 32 contains 625 members 
Mstep: Class 33 contains 686 members 
Mstep: Class 34 contains 3590 members 
Mstep: Class 35 contains 667 members 
Mstep: Class 36 contains 27303 members 
Mstep: Class 37 contains 29163 members 
Mstep: Class 38 contains 289 members 
Mstep: Class 39 contains 1091 members 
Mstep: Class 40 contains 91295 members 
Mstep: Class 41 contains 36259 members 
Mstep: Class 42 contains 586 members 
Entering Unmasked Estep 
Score: -194598432.000000 Penalty: 98003.648438
Splitting cluster 21 changes total score from -194584272.000000 to -194598432.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 22 (1590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Entering Unmasked Estep 
Score: -170234.546875 Penalty: 1197.867065
	Iteration 0F: 2 clusters Score -170234.5 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 788 members 
Entering Unmasked Estep 
Score: -168441.921875 Penalty: 2395.734131
	Iteration 0F: 3 clusters Score -168441.9 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -169072.984375 Penalty: 2395.734131
	Iteration 1F: 3 clusters Score -169073 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -169377.875000 Penalty: 2395.734131
	Iteration 2F: 3 clusters Score -169377.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -169549.531250 Penalty: 2395.734131
	Iteration 3F: 3 clusters Score -169549.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -169635.296875 Penalty: 2395.734131
	Iteration 4F: 3 clusters Score -169635.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -169695.312500 Penalty: 2395.734131
	Iteration 5Q: 3 clusters Score -169695.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -169746.546875 Penalty: 2395.734131
	Iteration 6Q: 3 clusters Score -169746.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -169775.921875 Penalty: 2395.734131
	Iteration 7Q: 3 clusters Score -169775.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -169790.796875 Penalty: 2395.734131
	Iteration 8Q: 3 clusters Score -169790.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -169803.500000 Penalty: 2395.734131
	Iteration 9Q: 3 clusters Score -169803.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -169817.031250 Penalty: 2395.734131
	Iteration 10Q: 3 clusters Score -169817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -169824.468750 Penalty: 2395.734131
	Iteration 11Q: 3 clusters Score -169824.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -169828.484375 Penalty: 2395.734131
	Iteration 12Q: 3 clusters Score -169828.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -169829.453125 Penalty: 2395.734131
	Iteration 13Q: 3 clusters Score -169829.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -169830.359375 Penalty: 2395.734131
	Iteration 14Q: 3 clusters Score -169830.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -169830.796875 Penalty: 2395.734131
	Iteration 15Q: 3 clusters Score -169830.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -169830.796875 Penalty: 2395.734131
	Iteration 16F: 3 clusters Score -169830.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -60853.894531 Penalty: 1050.748535
	Iteration 0F: 2 clusters Score -60853.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -59705.097656 Penalty: 2101.497070
	Iteration 0F: 3 clusters Score -59705.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -60177.593750 Penalty: 2101.497070
	Iteration 1F: 3 clusters Score -60177.59 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -60597.781250 Penalty: 2101.497070
	Iteration 2F: 3 clusters Score -60597.78 nChanged 68
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: -60869.941406 Penalty: 2101.497070
	Iteration 3F: 3 clusters Score -60869.94 nChanged 49
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: -60998.460938 Penalty: 2101.497070
	Iteration 4F: 3 clusters Score -60998.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -61029.628906 Penalty: 2101.497070
	Iteration 5Q: 3 clusters Score -61029.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -61035.417969 Penalty: 2101.497070
	Iteration 6Q: 3 clusters Score -61035.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -61043.636719 Penalty: 2101.497070
	Iteration 7Q: 3 clusters Score -61043.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -61047.027344 Penalty: 2101.497070
	Iteration 8Q: 3 clusters Score -61047.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -61047.027344 Penalty: 2101.497070
	Iteration 9F: 3 clusters Score -61047.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 154378 members 
Mstep: Class 2 contains 54784 members 
Mstep: Class 3 contains 8296 members 
Mstep: Class 4 contains 7522 members 
Mstep: Class 5 contains 113721 members 
Mstep: Class 6 contains 33767 members 
Mstep: Class 7 contains 526 members 
Mstep: Class 8 contains 102651 members 
Mstep: Class 9 contains 196875 members 
Mstep: Class 10 contains 84636 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 8836 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 757 members 
Mstep: Class 15 contains 4238 members 
Mstep: Class 16 contains 17376 members 
Mstep: Class 17 contains 16786 members 
Mstep: Class 18 contains 7913 members 
Mstep: Class 19 contains 113401 members 
Mstep: Class 20 contains 1042 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 1590 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 132600 members 
Mstep: Class 25 contains 132619 members 
Mstep: Class 26 contains 433 members 
Mstep: Class 27 contains 812 members 
Mstep: Class 28 contains 137181 members 
Mstep: Class 29 contains 101034 members 
Mstep: Class 30 contains 87063 members 
Mstep: Class 31 contains 7200 members 
Mstep: Class 32 contains 625 members 
Mstep: Class 33 contains 686 members 
Mstep: Class 34 contains 3590 members 
Mstep: Class 35 contains 667 members 
Mstep: Class 36 contains 27303 members 
Mstep: Class 37 contains 29163 members 
Mstep: Class 38 contains 289 members 
Mstep: Class 39 contains 1091 members 
Mstep: Class 40 contains 91295 members 
Mstep: Class 41 contains 36259 members 
Mstep: Class 42 contains 586 members 
Mstep: Class 43 contains 272 members 
Entering Unmasked Estep 
Score: -194597360.000000 Penalty: 100337.070312
Splitting cluster 23 changes total score from -194584272.000000 to -194597360.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 24 (132600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132600 members 
Entering Unmasked Estep 
Score: -15676708.000000 Penalty: 1916.702515
	Iteration 0F: 2 clusters Score -1.567671e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66320 members 
Mstep: Class 2 contains 66280 members 
Entering Unmasked Estep 
Score: -15599668.000000 Penalty: 3833.405029
	Iteration 0F: 3 clusters Score -1.559967e+07 nChanged 63947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65493 members 
Mstep: Class 2 contains 67107 members 
Entering Unmasked Estep 
Score: -15636594.000000 Penalty: 3833.405029
	Iteration 1F: 3 clusters Score -1.563659e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65226 members 
Mstep: Class 2 contains 67374 members 
Entering Unmasked Estep 
Score: -15637056.000000 Penalty: 3833.405029
	Iteration 2Q: 3 clusters Score -1.563706e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64882 members 
Mstep: Class 2 contains 67718 members 
Entering Unmasked Estep 
Score: -15637588.000000 Penalty: 3833.405029
	Iteration 3Q: 3 clusters Score -1.563759e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64504 members 
Mstep: Class 2 contains 68096 members 
Entering Unmasked Estep 
Score: -15638032.000000 Penalty: 3833.405029
	Iteration 4Q: 3 clusters Score -1.563803e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64061 members 
Mstep: Class 2 contains 68539 members 
Entering Unmasked Estep 
Score: -15638572.000000 Penalty: 3833.405029
	Iteration 5Q: 3 clusters Score -1.563857e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63452 members 
Mstep: Class 2 contains 69148 members 
Entering Unmasked Estep 
Score: -15639304.000000 Penalty: 3833.405029
	Iteration 6Q: 3 clusters Score -1.56393e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62617 members 
Mstep: Class 2 contains 69983 members 
Entering Unmasked Estep 
Score: -15640158.000000 Penalty: 3833.405029
	Iteration 7Q: 3 clusters Score -1.564016e+07 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61552 members 
Mstep: Class 2 contains 71048 members 
Entering Unmasked Estep 
Score: -15641363.000000 Penalty: 3833.405029
	Iteration 8Q: 3 clusters Score -1.564136e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60155 members 
Mstep: Class 2 contains 72445 members 
Entering Unmasked Estep 
Score: -15642790.000000 Penalty: 3833.405029
	Iteration 9Q: 3 clusters Score -1.564279e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58365 members 
Mstep: Class 2 contains 74235 members 
Entering Unmasked Estep 
Score: -15644956.000000 Penalty: 3833.405029
	Iteration 10Q: 3 clusters Score -1.564496e+07 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56280 members 
Mstep: Class 2 contains 76320 members 
Entering Unmasked Estep 
Score: -15648707.000000 Penalty: 3833.405029
	Iteration 11Q: 3 clusters Score -1.564871e+07 nChanged 7512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54234 members 
Mstep: Class 2 contains 78366 members 
Entering Unmasked Estep 
Score: -15654444.000000 Penalty: 3833.405029
	Iteration 12F: 3 clusters Score -1.565444e+07 nChanged 8196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52606 members 
Mstep: Class 2 contains 79994 members 
Entering Unmasked Estep 
Score: -15660876.000000 Penalty: 3833.405029
	Iteration 13F: 3 clusters Score -1.566088e+07 nChanged 7156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51528 members 
Mstep: Class 2 contains 81072 members 
Entering Unmasked Estep 
Score: -15665061.000000 Penalty: 3833.405029
	Iteration 14F: 3 clusters Score -1.566506e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50477 members 
Mstep: Class 2 contains 82123 members 
Entering Unmasked Estep 
Score: -15666680.000000 Penalty: 3833.405029
	Iteration 15Q: 3 clusters Score -1.566668e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49207 members 
Mstep: Class 2 contains 83393 members 
Entering Unmasked Estep 
Score: -15667625.000000 Penalty: 3833.405029
	Iteration 16Q: 3 clusters Score -1.566762e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47843 members 
Mstep: Class 2 contains 84757 members 
Entering Unmasked Estep 
Score: -15668816.000000 Penalty: 3833.405029
	Iteration 17Q: 3 clusters Score -1.566882e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46194 members 
Mstep: Class 2 contains 86406 members 
Entering Unmasked Estep 
Score: -15670145.000000 Penalty: 3833.405029
	Iteration 18Q: 3 clusters Score -1.567014e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44515 members 
Mstep: Class 2 contains 88085 members 
Entering Unmasked Estep 
Score: -15671810.000000 Penalty: 3833.405029
	Iteration 19Q: 3 clusters Score -1.567181e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42738 members 
Mstep: Class 2 contains 89862 members 
Entering Unmasked Estep 
Score: -15673683.000000 Penalty: 3833.405029
	Iteration 20F: 3 clusters Score -1.567368e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40889 members 
Mstep: Class 2 contains 91711 members 
Entering Unmasked Estep 
Score: -15675672.000000 Penalty: 3833.405029
	Iteration 21Q: 3 clusters Score -1.567567e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39188 members 
Mstep: Class 2 contains 93412 members 
Entering Unmasked Estep 
Score: -15677219.000000 Penalty: 3833.405029
	Iteration 22Q: 3 clusters Score -1.567722e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37526 members 
Mstep: Class 2 contains 95074 members 
Entering Unmasked Estep 
Score: -15678683.000000 Penalty: 3833.405029
	Iteration 23Q: 3 clusters Score -1.567868e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35904 members 
Mstep: Class 2 contains 96696 members 
Entering Unmasked Estep 
Score: -15679749.000000 Penalty: 3833.405029
	Iteration 24Q: 3 clusters Score -1.567975e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34564 members 
Mstep: Class 2 contains 98036 members 
Entering Unmasked Estep 
Score: -15680835.000000 Penalty: 3833.405029
	Iteration 25Q: 3 clusters Score -1.568084e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33452 members 
Mstep: Class 2 contains 99148 members 
Entering Unmasked Estep 
Score: -15681555.000000 Penalty: 3833.405029
	Iteration 26Q: 3 clusters Score -1.568156e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 100018 members 
Entering Unmasked Estep 
Score: -15681917.000000 Penalty: 3833.405029
	Iteration 27Q: 3 clusters Score -1.568192e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31956 members 
Mstep: Class 2 contains 100644 members 
Entering Unmasked Estep 
Score: -15682189.000000 Penalty: 3833.405029
	Iteration 28Q: 3 clusters Score -1.568219e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 101133 members 
Entering Unmasked Estep 
Score: -15682375.000000 Penalty: 3833.405029
	Iteration 29Q: 3 clusters Score -1.568238e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31058 members 
Mstep: Class 2 contains 101542 members 
Entering Unmasked Estep 
Score: -15682473.000000 Penalty: 3833.405029
	Iteration 30Q: 3 clusters Score -1.568247e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30703 members 
Mstep: Class 2 contains 101897 members 
Entering Unmasked Estep 
Score: -15682503.000000 Penalty: 3833.405029
	Iteration 31Q: 3 clusters Score -1.56825e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 102269 members 
Entering Unmasked Estep 
Score: -15682527.000000 Penalty: 3833.405029
	Iteration 32Q: 3 clusters Score -1.568253e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29999 members 
Mstep: Class 2 contains 102601 members 
Entering Unmasked Estep 
Score: -15682608.000000 Penalty: 3833.405029
	Iteration 33Q: 3 clusters Score -1.568261e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29713 members 
Mstep: Class 2 contains 102887 members 
Entering Unmasked Estep 
Score: -15682616.000000 Penalty: 3833.405029
	Iteration 34Q: 3 clusters Score -1.568262e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 103144 members 
Entering Unmasked Estep 
Score: -15682592.000000 Penalty: 3833.405029
	Iteration 35Q: 3 clusters Score -1.568259e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 103348 members 
Entering Unmasked Estep 
Score: -15682543.000000 Penalty: 3833.405029
	Iteration 36Q: 3 clusters Score -1.568254e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 103550 members 
Entering Unmasked Estep 
Score: -15682503.000000 Penalty: 3833.405029
	Iteration 37Q: 3 clusters Score -1.56825e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 103770 members 
Entering Unmasked Estep 
Score: -15682505.000000 Penalty: 3833.405029
	Iteration 38Q: 3 clusters Score -1.56825e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 103940 members 
Entering Unmasked Estep 
Score: -15682521.000000 Penalty: 3833.405029
	Iteration 39Q: 3 clusters Score -1.568252e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28476 members 
Mstep: Class 2 contains 104124 members 
Entering Unmasked Estep 
Score: -15682547.000000 Penalty: 3833.405029
	Iteration 40F: 3 clusters Score -1.568255e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 104285 members 
Entering Unmasked Estep 
Score: -15682563.000000 Penalty: 3833.405029
	Iteration 41Q: 3 clusters Score -1.568256e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 104449 members 
Entering Unmasked Estep 
Score: -15682562.000000 Penalty: 3833.405029
	Iteration 42Q: 3 clusters Score -1.568256e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 104577 members 
Entering Unmasked Estep 
Score: -15682565.000000 Penalty: 3833.405029
	Iteration 43Q: 3 clusters Score -1.568256e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 104668 members 
Entering Unmasked Estep 
Score: -15682534.000000 Penalty: 3833.405029
	Iteration 44Q: 3 clusters Score -1.568253e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 104755 members 
Entering Unmasked Estep 
Score: -15682531.000000 Penalty: 3833.405029
	Iteration 45Q: 3 clusters Score -1.568253e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 104863 members 
Entering Unmasked Estep 
Score: -15682551.000000 Penalty: 3833.405029
	Iteration 46Q: 3 clusters Score -1.568255e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 104930 members 
Entering Unmasked Estep 
Score: -15682512.000000 Penalty: 3833.405029
	Iteration 47Q: 3 clusters Score -1.568251e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 105052 members 
Entering Unmasked Estep 
Score: -15682509.000000 Penalty: 3833.405029
	Iteration 48Q: 3 clusters Score -1.568251e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 105110 members 
Entering Unmasked Estep 
Score: -15682512.000000 Penalty: 3833.405029
	Iteration 49Q: 3 clusters Score -1.568251e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 105193 members 
Entering Unmasked Estep 
Score: -15682495.000000 Penalty: 3833.405029
	Iteration 50Q: 3 clusters Score -1.56825e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 105271 members 
Entering Unmasked Estep 
Score: -15682471.000000 Penalty: 3833.405029
	Iteration 51Q: 3 clusters Score -1.568247e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 105360 members 
Entering Unmasked Estep 
Score: -15682446.000000 Penalty: 3833.405029
	Iteration 52Q: 3 clusters Score -1.568245e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27159 members 
Mstep: Class 2 contains 105441 members 
Entering Unmasked Estep 
Score: -15682463.000000 Penalty: 3833.405029
	Iteration 53Q: 3 clusters Score -1.568246e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 105560 members 
Entering Unmasked Estep 
Score: -15682455.000000 Penalty: 3833.405029
	Iteration 54Q: 3 clusters Score -1.568246e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 105652 members 
Entering Unmasked Estep 
Score: -15682422.000000 Penalty: 3833.405029
	Iteration 55Q: 3 clusters Score -1.568242e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 105704 members 
Entering Unmasked Estep 
Score: -15682403.000000 Penalty: 3833.405029
	Iteration 56Q: 3 clusters Score -1.56824e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 105772 members 
Entering Unmasked Estep 
Score: -15682379.000000 Penalty: 3833.405029
	Iteration 57Q: 3 clusters Score -1.568238e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26790 members 
Mstep: Class 2 contains 105810 members 
Entering Unmasked Estep 
Score: -15682368.000000 Penalty: 3833.405029
	Iteration 58Q: 3 clusters Score -1.568237e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 105865 members 
Entering Unmasked Estep 
Score: -15682350.000000 Penalty: 3833.405029
	Iteration 59Q: 3 clusters Score -1.568235e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 105933 members 
Entering Unmasked Estep 
Score: -15682329.000000 Penalty: 3833.405029
	Iteration 60F: 3 clusters Score -1.568233e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 106009 members 
Entering Unmasked Estep 
Score: -15682339.000000 Penalty: 3833.405029
	Iteration 61Q: 3 clusters Score -1.568234e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 106055 members 
Entering Unmasked Estep 
Score: -15682341.000000 Penalty: 3833.405029
	Iteration 62Q: 3 clusters Score -1.568234e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 106106 members 
Entering Unmasked Estep 
Score: -15682339.000000 Penalty: 3833.405029
	Iteration 63Q: 3 clusters Score -1.568234e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 106136 members 
Entering Unmasked Estep 
Score: -15682334.000000 Penalty: 3833.405029
	Iteration 64Q: 3 clusters Score -1.568233e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 106145 members 
Entering Unmasked Estep 
Score: -15682335.000000 Penalty: 3833.405029
	Iteration 65Q: 3 clusters Score -1.568234e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 106150 members 
Entering Unmasked Estep 
Score: -15682336.000000 Penalty: 3833.405029
	Iteration 66Q: 3 clusters Score -1.568234e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 106149 members 
Entering Unmasked Estep 
Score: -15682340.000000 Penalty: 3833.405029
	Iteration 67Q: 3 clusters Score -1.568234e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 106147 members 
Entering Unmasked Estep 
Score: -15682333.000000 Penalty: 3833.405029
	Iteration 68Q: 3 clusters Score -1.568233e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 106147 members 
Entering Unmasked Estep 
Score: -15682333.000000 Penalty: 3833.405029
	Iteration 69F: 3 clusters Score -1.568233e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 154378 members 
Mstep: Class 2 contains 54784 members 
Mstep: Class 3 contains 8296 members 
Mstep: Class 4 contains 7522 members 
Mstep: Class 5 contains 113721 members 
Mstep: Class 6 contains 33767 members 
Mstep: Class 7 contains 526 members 
Mstep: Class 8 contains 102651 members 
Mstep: Class 9 contains 196875 members 
Mstep: Class 10 contains 84636 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 8836 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 757 members 
Mstep: Class 15 contains 4238 members 
Mstep: Class 16 contains 17376 members 
Mstep: Class 17 contains 16786 members 
Mstep: Class 18 contains 7913 members 
Mstep: Class 19 contains 113401 members 
Mstep: Class 20 contains 1042 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 1590 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 26453 members 
Mstep: Class 25 contains 132619 members 
Mstep: Class 26 contains 433 members 
Mstep: Class 27 contains 812 members 
Mstep: Class 28 contains 137181 members 
Mstep: Class 29 contains 101034 members 
Mstep: Class 30 contains 87063 members 
Mstep: Class 31 contains 7200 members 
Mstep: Class 32 contains 625 members 
Mstep: Class 33 contains 686 members 
Mstep: Class 34 contains 3590 members 
Mstep: Class 35 contains 667 members 
Mstep: Class 36 contains 27303 members 
Mstep: Class 37 contains 29163 members 
Mstep: Class 38 contains 289 members 
Mstep: Class 39 contains 1091 members 
Mstep: Class 40 contains 91295 members 
Mstep: Class 41 contains 36259 members 
Mstep: Class 42 contains 586 members 
Mstep: Class 43 contains 272 members 
Mstep: Class 44 contains 106147 members 
Entering Unmasked Estep 
Score: -194603760.000000 Penalty: 102670.492188
Splitting cluster 24 changes total score from -194584272.000000 to -194603760.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 25 (132619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132619 members 
Entering Unmasked Estep 
Score: -15725283.000000 Penalty: 1916.725830
	Iteration 0F: 2 clusters Score -1.572528e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66224 members 
Mstep: Class 2 contains 66395 members 
Entering Unmasked Estep 
Score: -15648399.000000 Penalty: 3833.451660
	Iteration 0F: 3 clusters Score -1.56484e+07 nChanged 63991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64151 members 
Mstep: Class 2 contains 68468 members 
Entering Unmasked Estep 
Score: -15685509.000000 Penalty: 3833.451660
	Iteration 1F: 3 clusters Score -1.568551e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62535 members 
Mstep: Class 2 contains 70084 members 
Entering Unmasked Estep 
Score: -15686119.000000 Penalty: 3833.451660
	Iteration 2Q: 3 clusters Score -1.568612e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60080 members 
Mstep: Class 2 contains 72539 members 
Entering Unmasked Estep 
Score: -15686909.000000 Penalty: 3833.451660
	Iteration 3Q: 3 clusters Score -1.568691e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56375 members 
Mstep: Class 2 contains 76244 members 
Entering Unmasked Estep 
Score: -15688254.000000 Penalty: 3833.451660
	Iteration 4Q: 3 clusters Score -1.568825e+07 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51000 members 
Mstep: Class 2 contains 81619 members 
Entering Unmasked Estep 
Score: -15690723.000000 Penalty: 3833.451660
	Iteration 5Q: 3 clusters Score -1.569072e+07 nChanged 8007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43207 members 
Mstep: Class 2 contains 89412 members 
Entering Unmasked Estep 
Score: -15695050.000000 Penalty: 3833.451660
	Iteration 6F: 3 clusters Score -1.569505e+07 nChanged 10530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 99872 members 
Entering Unmasked Estep 
Score: -15701075.000000 Penalty: 3833.451660
	Iteration 7F: 3 clusters Score -1.570108e+07 nChanged 11191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 110979 members 
Entering Unmasked Estep 
Score: -15709136.000000 Penalty: 3833.451660
	Iteration 8F: 3 clusters Score -1.570914e+07 nChanged 8993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 119940 members 
Entering Unmasked Estep 
Score: -15714937.000000 Penalty: 3833.451660
	Iteration 9F: 3 clusters Score -1.571494e+07 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 125682 members 
Entering Unmasked Estep 
Score: -15718353.000000 Penalty: 3833.451660
	Iteration 10Q: 3 clusters Score -1.571835e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 128880 members 
Entering Unmasked Estep 
Score: -15720608.000000 Penalty: 3833.451660
	Iteration 11Q: 3 clusters Score -1.572061e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 130554 members 
Entering Unmasked Estep 
Score: -15722055.000000 Penalty: 3833.451660
	Iteration 12Q: 3 clusters Score -1.572206e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 131432 members 
Entering Unmasked Estep 
Score: -15722752.000000 Penalty: 3833.451660
	Iteration 13Q: 3 clusters Score -1.572275e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 131866 members 
Entering Unmasked Estep 
Score: -15723064.000000 Penalty: 3833.451660
	Iteration 14Q: 3 clusters Score -1.572306e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 132090 members 
Entering Unmasked Estep 
Score: -15723269.000000 Penalty: 3833.451660
	Iteration 15Q: 3 clusters Score -1.572327e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 132199 members 
Entering Unmasked Estep 
Score: -15723400.000000 Penalty: 3833.451660
	Iteration 16Q: 3 clusters Score -1.57234e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 132251 members 
Entering Unmasked Estep 
Score: -15723454.000000 Penalty: 3833.451660
	Iteration 17Q: 3 clusters Score -1.572345e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 132273 members 
Entering Unmasked Estep 
Score: -15723501.000000 Penalty: 3833.451660
	Iteration 18Q: 3 clusters Score -1.57235e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 132290 members 
Entering Unmasked Estep 
Score: -15723517.000000 Penalty: 3833.451660
	Iteration 19Q: 3 clusters Score -1.572352e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 132303 members 
Entering Unmasked Estep 
Score: -15723517.000000 Penalty: 3833.451660
	Iteration 20F: 3 clusters Score -1.572352e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 132308 members 
Entering Unmasked Estep 
Score: -15723522.000000 Penalty: 3833.451660
	Iteration 21Q: 3 clusters Score -1.572352e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 132311 members 
Entering Unmasked Estep 
Score: -15723523.000000 Penalty: 3833.451660
	Iteration 22Q: 3 clusters Score -1.572352e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 132314 members 
Entering Unmasked Estep 
Score: -15723524.000000 Penalty: 3833.451660
	Iteration 23Q: 3 clusters Score -1.572352e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 132319 members 
Entering Unmasked Estep 
Score: -15723531.000000 Penalty: 3833.451660
	Iteration 24Q: 3 clusters Score -1.572353e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 132323 members 
Entering Unmasked Estep 
Score: -15723548.000000 Penalty: 3833.451660
	Iteration 25Q: 3 clusters Score -1.572355e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 132324 members 
Entering Unmasked Estep 
Score: -15723552.000000 Penalty: 3833.451660
	Iteration 26Q: 3 clusters Score -1.572355e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 132325 members 
Entering Unmasked Estep 
Score: -15723541.000000 Penalty: 3833.451660
	Iteration 27Q: 3 clusters Score -1.572354e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 132325 members 
Entering Unmasked Estep 
Score: -15723550.000000 Penalty: 3833.451660
	Iteration 28Q: 3 clusters Score -1.572355e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 132323 members 
Entering Unmasked Estep 
Score: -15723555.000000 Penalty: 3833.451660
	Iteration 29Q: 3 clusters Score -1.572356e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 132322 members 
Entering Unmasked Estep 
Score: -15723568.000000 Penalty: 3833.451660
	Iteration 30Q: 3 clusters Score -1.572357e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 132324 members 
Entering Unmasked Estep 
Score: -15723564.000000 Penalty: 3833.451660
	Iteration 31Q: 3 clusters Score -1.572356e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 132325 members 
Entering Unmasked Estep 
Score: -15723570.000000 Penalty: 3833.451660
	Iteration 32Q: 3 clusters Score -1.572357e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 132328 members 
Entering Unmasked Estep 
Score: -15723570.000000 Penalty: 3833.451660
	Iteration 33Q: 3 clusters Score -1.572357e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 132334 members 
Entering Unmasked Estep 
Score: -15723575.000000 Penalty: 3833.451660
	Iteration 34Q: 3 clusters Score -1.572358e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 132338 members 
Entering Unmasked Estep 
Score: -15723569.000000 Penalty: 3833.451660
	Iteration 35Q: 3 clusters Score -1.572357e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 132339 members 
Entering Unmasked Estep 
Score: -15723576.000000 Penalty: 3833.451660
	Iteration 36Q: 3 clusters Score -1.572358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 132341 members 
Entering Unmasked Estep 
Score: -15723580.000000 Penalty: 3833.451660
	Iteration 37Q: 3 clusters Score -1.572358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 132344 members 
Entering Unmasked Estep 
Score: -15723588.000000 Penalty: 3833.451660
	Iteration 38Q: 3 clusters Score -1.572359e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 132346 members 
Entering Unmasked Estep 
Score: -15723595.000000 Penalty: 3833.451660
	Iteration 39Q: 3 clusters Score -1.57236e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 132346 members 
Entering Unmasked Estep 
Score: -15723594.000000 Penalty: 3833.451660
	Iteration 40F: 3 clusters Score -1.572359e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 132346 members 
Entering Unmasked Estep 
Score: -15723589.000000 Penalty: 3833.451660
	Iteration 41Q: 3 clusters Score -1.572359e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 132346 members 
Entering Unmasked Estep 
Score: -15723589.000000 Penalty: 3833.451660
	Iteration 42F: 3 clusters Score -1.572359e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -22538.748047 Penalty: 986.494873
	Iteration 0F: 2 clusters Score -22538.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -21792.640625 Penalty: 1972.989746
	Iteration 0F: 3 clusters Score -21792.64 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -22452.650391 Penalty: 1972.989746
	Iteration 1F: 3 clusters Score -22452.65 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -22978.527344 Penalty: 1972.989746
	Iteration 2F: 3 clusters Score -22978.53 nChanged 22
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: -23095.623047 Penalty: 1972.989746
	Iteration 3F: 3 clusters Score -23095.62 nChanged 8
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: -23124.722656 Penalty: 1972.989746
	Iteration 4Q: 3 clusters Score -23124.72 nChanged 4
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: -23167.113281 Penalty: 1972.989746
	Iteration 5Q: 3 clusters Score -23167.11 nChanged 0
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: -23167.113281 Penalty: 1972.989746
	Iteration 6F: 3 clusters Score -23167.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 154378 members 
Mstep: Class 2 contains 54784 members 
Mstep: Class 3 contains 8296 members 
Mstep: Class 4 contains 7522 members 
Mstep: Class 5 contains 113721 members 
Mstep: Class 6 contains 33767 members 
Mstep: Class 7 contains 526 members 
Mstep: Class 8 contains 102651 members 
Mstep: Class 9 contains 196875 members 
Mstep: Class 10 contains 84636 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 8836 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 757 members 
Mstep: Class 15 contains 4238 members 
Mstep: Class 16 contains 17376 members 
Mstep: Class 17 contains 16786 members 
Mstep: Class 18 contains 7913 members 
Mstep: Class 19 contains 113401 members 
Mstep: Class 20 contains 1042 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 1590 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 26453 members 
Mstep: Class 25 contains 132619 members 
Mstep: Class 26 contains 229 members 
Mstep: Class 27 contains 812 members 
Mstep: Class 28 contains 137181 members 
Mstep: Class 29 contains 101034 members 
Mstep: Class 30 contains 87063 members 
Mstep: Class 31 contains 7200 members 
Mstep: Class 32 contains 625 members 
Mstep: Class 33 contains 686 members 
Mstep: Class 34 contains 3590 members 
Mstep: Class 35 contains 667 members 
Mstep: Class 36 contains 27303 members 
Mstep: Class 37 contains 29163 members 
Mstep: Class 38 contains 289 members 
Mstep: Class 39 contains 1091 members 
Mstep: Class 40 contains 91295 members 
Mstep: Class 41 contains 36259 members 
Mstep: Class 42 contains 586 members 
Mstep: Class 43 contains 272 members 
Mstep: Class 44 contains 106147 members 
Mstep: Class 45 contains 204 members 
Entering Unmasked Estep 
Score: -194603360.000000 Penalty: 105003.914062
Splitting cluster 26 changes total score from -194584272.000000 to -194603360.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 27 (812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Entering Unmasked Estep 
Score: -70851.320312 Penalty: 1088.668823
	Iteration 0F: 2 clusters Score -70851.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -69612.281250 Penalty: 2177.337646
	Iteration 0F: 3 clusters Score -69612.28 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -69998.375000 Penalty: 2177.337646
	Iteration 1F: 3 clusters Score -69998.38 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -70188.804688 Penalty: 2177.337646
	Iteration 2F: 3 clusters Score -70188.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -70351.484375 Penalty: 2177.337646
	Iteration 3F: 3 clusters Score -70351.48 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -70514.171875 Penalty: 2177.337646
	Iteration 4F: 3 clusters Score -70514.17 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -70689.773438 Penalty: 2177.337646
	Iteration 5F: 3 clusters Score -70689.77 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -70855.968750 Penalty: 2177.337646
	Iteration 6F: 3 clusters Score -70855.97 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -70914.640625 Penalty: 2177.337646
	Iteration 7Q: 3 clusters Score -70914.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -70954.593750 Penalty: 2177.337646
	Iteration 8Q: 3 clusters Score -70954.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -70980.421875 Penalty: 2177.337646
	Iteration 9Q: 3 clusters Score -70980.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -70989.664062 Penalty: 2177.337646
	Iteration 10Q: 3 clusters Score -70989.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -70993.289062 Penalty: 2177.337646
	Iteration 11Q: 3 clusters Score -70993.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -70993.289062 Penalty: 2177.337646
	Iteration 12F: 3 clusters Score -70993.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 154378 members 
Mstep: Class 2 contains 54784 members 
Mstep: Class 3 contains 8296 members 
Mstep: Class 4 contains 7522 members 
Mstep: Class 5 contains 113721 members 
Mstep: Class 6 contains 33767 members 
Mstep: Class 7 contains 526 members 
Mstep: Class 8 contains 102651 members 
Mstep: Class 9 contains 196875 members 
Mstep: Class 10 contains 84636 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 8836 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 757 members 
Mstep: Class 15 contains 4238 members 
Mstep: Class 16 contains 17376 members 
Mstep: Class 17 contains 16786 members 
Mstep: Class 18 contains 7913 members 
Mstep: Class 19 contains 113401 members 
Mstep: Class 20 contains 1042 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 1590 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 26453 members 
Mstep: Class 25 contains 132619 members 
Mstep: Class 26 contains 229 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 137181 members 
Mstep: Class 29 contains 101034 members 
Mstep: Class 30 contains 87063 members 
Mstep: Class 31 contains 7200 members 
Mstep: Class 32 contains 625 members 
Mstep: Class 33 contains 686 members 
Mstep: Class 34 contains 3590 members 
Mstep: Class 35 contains 667 members 
Mstep: Class 36 contains 27303 members 
Mstep: Class 37 contains 29163 members 
Mstep: Class 38 contains 289 members 
Mstep: Class 39 contains 1091 members 
Mstep: Class 40 contains 91295 members 
Mstep: Class 41 contains 36259 members 
Mstep: Class 42 contains 586 members 
Mstep: Class 43 contains 272 members 
Mstep: Class 44 contains 106147 members 
Mstep: Class 45 contains 204 members 
Mstep: Class 46 contains 381 members 
Entering Unmasked Estep 
Score: -194602736.000000 Penalty: 107337.335938
Splitting cluster 27 changes total score from -194584272.000000 to -194602736.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 28 (137181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137181 members 
Entering Unmasked Estep 
Score: -16291982.000000 Penalty: 1922.221680
	Iteration 0F: 2 clusters Score -1.629198e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68481 members 
Mstep: Class 2 contains 68700 members 
Entering Unmasked Estep 
Score: -16217348.000000 Penalty: 3844.443359
	Iteration 0F: 3 clusters Score -1.621735e+07 nChanged 66251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69298 members 
Mstep: Class 2 contains 67883 members 
Entering Unmasked Estep 
Score: -16255527.000000 Penalty: 3844.443359
	Iteration 1F: 3 clusters Score -1.625553e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70040 members 
Mstep: Class 2 contains 67141 members 
Entering Unmasked Estep 
Score: -16256035.000000 Penalty: 3844.443359
	Iteration 2Q: 3 clusters Score -1.625604e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71214 members 
Mstep: Class 2 contains 65967 members 
Entering Unmasked Estep 
Score: -16256612.000000 Penalty: 3844.443359
	Iteration 3Q: 3 clusters Score -1.625661e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72957 members 
Mstep: Class 2 contains 64224 members 
Entering Unmasked Estep 
Score: -16257268.000000 Penalty: 3844.443359
	Iteration 4Q: 3 clusters Score -1.625727e+07 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75445 members 
Mstep: Class 2 contains 61736 members 
Entering Unmasked Estep 
Score: -16258120.000000 Penalty: 3844.443359
	Iteration 5Q: 3 clusters Score -1.625812e+07 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79143 members 
Mstep: Class 2 contains 58038 members 
Entering Unmasked Estep 
Score: -16259555.000000 Penalty: 3844.443359
	Iteration 6Q: 3 clusters Score -1.625956e+07 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84385 members 
Mstep: Class 2 contains 52796 members 
Entering Unmasked Estep 
Score: -16261784.000000 Penalty: 3844.443359
	Iteration 7Q: 3 clusters Score -1.626178e+07 nChanged 7756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91715 members 
Mstep: Class 2 contains 45466 members 
Entering Unmasked Estep 
Score: -16265375.000000 Penalty: 3844.443359
	Iteration 8F: 3 clusters Score -1.626538e+07 nChanged 10135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101576 members 
Mstep: Class 2 contains 35605 members 
Entering Unmasked Estep 
Score: -16269942.000000 Penalty: 3844.443359
	Iteration 9F: 3 clusters Score -1.626994e+07 nChanged 11413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112775 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -16275215.000000 Penalty: 3844.443359
	Iteration 10F: 3 clusters Score -1.627522e+07 nChanged 9921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122586 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -16281742.000000 Penalty: 3844.443359
	Iteration 11F: 3 clusters Score -1.628174e+07 nChanged 6732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129294 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -16285497.000000 Penalty: 3844.443359
	Iteration 12Q: 3 clusters Score -1.62855e+07 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133023 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -16287952.000000 Penalty: 3844.443359
	Iteration 13Q: 3 clusters Score -1.628795e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134814 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -16289111.000000 Penalty: 3844.443359
	Iteration 14Q: 3 clusters Score -1.628911e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135675 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -16289599.000000 Penalty: 3844.443359
	Iteration 15Q: 3 clusters Score -1.62896e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136098 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -16289811.000000 Penalty: 3844.443359
	Iteration 16Q: 3 clusters Score -1.628981e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136331 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -16290041.000000 Penalty: 3844.443359
	Iteration 17Q: 3 clusters Score -1.629004e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136442 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -16290144.000000 Penalty: 3844.443359
	Iteration 18Q: 3 clusters Score -1.629014e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136502 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -16290195.000000 Penalty: 3844.443359
	Iteration 19Q: 3 clusters Score -1.62902e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136528 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -16290225.000000 Penalty: 3844.443359
	Iteration 20F: 3 clusters Score -1.629022e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136559 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -16290293.000000 Penalty: 3844.443359
	Iteration 21Q: 3 clusters Score -1.629029e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136570 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -16290303.000000 Penalty: 3844.443359
	Iteration 22Q: 3 clusters Score -1.62903e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136582 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -16290324.000000 Penalty: 3844.443359
	Iteration 23Q: 3 clusters Score -1.629032e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136590 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -16290346.000000 Penalty: 3844.443359
	Iteration 24Q: 3 clusters Score -1.629035e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136599 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -16290357.000000 Penalty: 3844.443359
	Iteration 25Q: 3 clusters Score -1.629036e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136598 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -16290391.000000 Penalty: 3844.443359
	Iteration 26Q: 3 clusters Score -1.629039e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136599 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -16290400.000000 Penalty: 3844.443359
	Iteration 27Q: 3 clusters Score -1.62904e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136604 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -16290413.000000 Penalty: 3844.443359
	Iteration 28Q: 3 clusters Score -1.629041e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136610 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -16290419.000000 Penalty: 3844.443359
	Iteration 29Q: 3 clusters Score -1.629042e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136616 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -16290430.000000 Penalty: 3844.443359
	Iteration 30Q: 3 clusters Score -1.629043e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136619 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -16290443.000000 Penalty: 3844.443359
	Iteration 31Q: 3 clusters Score -1.629044e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136625 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -16290439.000000 Penalty: 3844.443359
	Iteration 32Q: 3 clusters Score -1.629044e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136630 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -16290448.000000 Penalty: 3844.443359
	Iteration 33Q: 3 clusters Score -1.629045e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136638 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -16290450.000000 Penalty: 3844.443359
	Iteration 34Q: 3 clusters Score -1.629045e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136643 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -16290460.000000 Penalty: 3844.443359
	Iteration 35Q: 3 clusters Score -1.629046e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136646 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -16290472.000000 Penalty: 3844.443359
	Iteration 36Q: 3 clusters Score -1.629047e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136648 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -16290465.000000 Penalty: 3844.443359
	Iteration 37Q: 3 clusters Score -1.629046e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136650 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -16290456.000000 Penalty: 3844.443359
	Iteration 38Q: 3 clusters Score -1.629046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136651 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -16290472.000000 Penalty: 3844.443359
	Iteration 39Q: 3 clusters Score -1.629047e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136651 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -16290472.000000 Penalty: 3844.443359
	Iteration 40F: 3 clusters Score -1.629047e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (101034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101034 members 
Entering Unmasked Estep 
Score: -11995746.000000 Penalty: 1872.521973
	Iteration 0F: 2 clusters Score -1.199575e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50741 members 
Mstep: Class 2 contains 50293 members 
Entering Unmasked Estep 
Score: -11929288.000000 Penalty: 3745.043945
	Iteration 0F: 3 clusters Score -1.192929e+07 nChanged 48495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54330 members 
Mstep: Class 2 contains 46704 members 
Entering Unmasked Estep 
Score: -11957813.000000 Penalty: 3745.043945
	Iteration 1F: 3 clusters Score -1.195781e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56917 members 
Mstep: Class 2 contains 44117 members 
Entering Unmasked Estep 
Score: -11959222.000000 Penalty: 3745.043945
	Iteration 2Q: 3 clusters Score -1.195922e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60665 members 
Mstep: Class 2 contains 40369 members 
Entering Unmasked Estep 
Score: -11961396.000000 Penalty: 3745.043945
	Iteration 3Q: 3 clusters Score -1.19614e+07 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65711 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -11964533.000000 Penalty: 3745.043945
	Iteration 4F: 3 clusters Score -1.196453e+07 nChanged 6731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72242 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -11969231.000000 Penalty: 3745.043945
	Iteration 5F: 3 clusters Score -1.196923e+07 nChanged 7901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80083 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -11975613.000000 Penalty: 3745.043945
	Iteration 6F: 3 clusters Score -1.197561e+07 nChanged 8155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88216 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -11982674.000000 Penalty: 3745.043945
	Iteration 7F: 3 clusters Score -1.198267e+07 nChanged 6553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94767 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -11988664.000000 Penalty: 3745.043945
	Iteration 8F: 3 clusters Score -1.198866e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98599 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -11992015.000000 Penalty: 3745.043945
	Iteration 9Q: 3 clusters Score -1.199202e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100159 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -11993376.000000 Penalty: 3745.043945
	Iteration 10Q: 3 clusters Score -1.199338e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100626 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -11993847.000000 Penalty: 3745.043945
	Iteration 11Q: 3 clusters Score -1.199385e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100782 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -11994020.000000 Penalty: 3745.043945
	Iteration 12Q: 3 clusters Score -1.199402e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100828 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -11994091.000000 Penalty: 3745.043945
	Iteration 13Q: 3 clusters Score -1.199409e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100838 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -11994144.000000 Penalty: 3745.043945
	Iteration 14Q: 3 clusters Score -1.199414e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100840 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -11994157.000000 Penalty: 3745.043945
	Iteration 15Q: 3 clusters Score -1.199416e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100844 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -11994169.000000 Penalty: 3745.043945
	Iteration 16Q: 3 clusters Score -1.199417e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100849 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -11994178.000000 Penalty: 3745.043945
	Iteration 17Q: 3 clusters Score -1.199418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100852 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -11994179.000000 Penalty: 3745.043945
	Iteration 18Q: 3 clusters Score -1.199418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100854 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -11994192.000000 Penalty: 3745.043945
	Iteration 19Q: 3 clusters Score -1.199419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100855 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -11994188.000000 Penalty: 3745.043945
	Iteration 20F: 3 clusters Score -1.199419e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100856 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -11994202.000000 Penalty: 3745.043945
	Iteration 21Q: 3 clusters Score -1.19942e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100857 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -11994195.000000 Penalty: 3745.043945
	Iteration 22Q: 3 clusters Score -1.19942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100858 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -11994203.000000 Penalty: 3745.043945
	Iteration 23Q: 3 clusters Score -1.19942e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100857 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -11994208.000000 Penalty: 3745.043945
	Iteration 24Q: 3 clusters Score -1.199421e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100856 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -11994209.000000 Penalty: 3745.043945
	Iteration 25Q: 3 clusters Score -1.199421e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100854 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -11994208.000000 Penalty: 3745.043945
	Iteration 26Q: 3 clusters Score -1.199421e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100853 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -11994213.000000 Penalty: 3745.043945
	Iteration 27Q: 3 clusters Score -1.199421e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100853 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -11994213.000000 Penalty: 3745.043945
	Iteration 28F: 3 clusters Score -1.199421e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (87063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87063 members 
Entering Unmasked Estep 
Score: -9859212.000000 Penalty: 1848.338013
	Iteration 0F: 2 clusters Score -9859212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43453 members 
Mstep: Class 2 contains 43610 members 
Entering Unmasked Estep 
Score: -9801218.000000 Penalty: 3696.676025
	Iteration 0F: 3 clusters Score -9801218 nChanged 41371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41304 members 
Mstep: Class 2 contains 45759 members 
Entering Unmasked Estep 
Score: -9824982.000000 Penalty: 3696.676025
	Iteration 1F: 3 clusters Score -9824982 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39977 members 
Mstep: Class 2 contains 47086 members 
Entering Unmasked Estep 
Score: -9825756.000000 Penalty: 3696.676025
	Iteration 2Q: 3 clusters Score -9825756 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37938 members 
Mstep: Class 2 contains 49125 members 
Entering Unmasked Estep 
Score: -9826759.000000 Penalty: 3696.676025
	Iteration 3Q: 3 clusters Score -9826759 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 52156 members 
Entering Unmasked Estep 
Score: -9828379.000000 Penalty: 3696.676025
	Iteration 4Q: 3 clusters Score -9828379 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30590 members 
Mstep: Class 2 contains 56473 members 
Entering Unmasked Estep 
Score: -9831015.000000 Penalty: 3696.676025
	Iteration 5F: 3 clusters Score -9831015 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 62093 members 
Entering Unmasked Estep 
Score: -9834991.000000 Penalty: 3696.676025
	Iteration 6F: 3 clusters Score -9834991 nChanged 6750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 68735 members 
Entering Unmasked Estep 
Score: -9840629.000000 Penalty: 3696.676025
	Iteration 7F: 3 clusters Score -9840629 nChanged 6600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 75291 members 
Entering Unmasked Estep 
Score: -9846822.000000 Penalty: 3696.676025
	Iteration 8F: 3 clusters Score -9846822 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 80477 members 
Entering Unmasked Estep 
Score: -9851837.000000 Penalty: 3696.676025
	Iteration 9F: 3 clusters Score -9851837 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 83714 members 
Entering Unmasked Estep 
Score: -9854878.000000 Penalty: 3696.676025
	Iteration 10Q: 3 clusters Score -9854878 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 85381 members 
Entering Unmasked Estep 
Score: -9856357.000000 Penalty: 3696.676025
	Iteration 11Q: 3 clusters Score -9856357 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 86125 members 
Entering Unmasked Estep 
Score: -9856963.000000 Penalty: 3696.676025
	Iteration 12Q: 3 clusters Score -9856963 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 86452 members 
Entering Unmasked Estep 
Score: -9857251.000000 Penalty: 3696.676025
	Iteration 13Q: 3 clusters Score -9857251 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 86599 members 
Entering Unmasked Estep 
Score: -9857432.000000 Penalty: 3696.676025
	Iteration 14Q: 3 clusters Score -9857432 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 86659 members 
Entering Unmasked Estep 
Score: -9857491.000000 Penalty: 3696.676025
	Iteration 15Q: 3 clusters Score -9857491 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 86691 members 
Entering Unmasked Estep 
Score: -9857532.000000 Penalty: 3696.676025
	Iteration 16Q: 3 clusters Score -9857532 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 86701 members 
Entering Unmasked Estep 
Score: -9857544.000000 Penalty: 3696.676025
	Iteration 17Q: 3 clusters Score -9857544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 86711 members 
Entering Unmasked Estep 
Score: -9857564.000000 Penalty: 3696.676025
	Iteration 18Q: 3 clusters Score -9857564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 86725 members 
Entering Unmasked Estep 
Score: -9857582.000000 Penalty: 3696.676025
	Iteration 19Q: 3 clusters Score -9857582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 86728 members 
Entering Unmasked Estep 
Score: -9857587.000000 Penalty: 3696.676025
	Iteration 20F: 3 clusters Score -9857587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 86730 members 
Entering Unmasked Estep 
Score: -9857592.000000 Penalty: 3696.676025
	Iteration 21Q: 3 clusters Score -9857592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 86737 members 
Entering Unmasked Estep 
Score: -9857597.000000 Penalty: 3696.676025
	Iteration 22Q: 3 clusters Score -9857597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 86740 members 
Entering Unmasked Estep 
Score: -9857603.000000 Penalty: 3696.676025
	Iteration 23Q: 3 clusters Score -9857603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 86745 members 
Entering Unmasked Estep 
Score: -9857611.000000 Penalty: 3696.676025
	Iteration 24Q: 3 clusters Score -9857611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 86749 members 
Entering Unmasked Estep 
Score: -9857604.000000 Penalty: 3696.676025
	Iteration 25Q: 3 clusters Score -9857604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 86750 members 
Entering Unmasked Estep 
Score: -9857609.000000 Penalty: 3696.676025
	Iteration 26Q: 3 clusters Score -9857609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 86751 members 
Entering Unmasked Estep 
Score: -9857609.000000 Penalty: 3696.676025
	Iteration 27Q: 3 clusters Score -9857609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 86751 members 
Entering Unmasked Estep 
Score: -9857611.000000 Penalty: 3696.676025
	Iteration 28Q: 3 clusters Score -9857611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 86751 members 
Entering Unmasked Estep 
Score: -9857611.000000 Penalty: 3696.676025
	Iteration 29F: 3 clusters Score -9857611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (7200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Entering Unmasked Estep 
Score: -834636.187500 Penalty: 1443.298340
	Iteration 0F: 2 clusters Score -834636.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -829194.937500 Penalty: 2886.596680
	Iteration 0F: 3 clusters Score -829194.9 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -830801.125000 Penalty: 2886.596680
	Iteration 1F: 3 clusters Score -830801.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -831039.875000 Penalty: 2886.596680
	Iteration 2F: 3 clusters Score -831039.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -831274.250000 Penalty: 2886.596680
	Iteration 3F: 3 clusters Score -831274.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -831486.187500 Penalty: 2886.596680
	Iteration 4Q: 3 clusters Score -831486.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -831692.062500 Penalty: 2886.596680
	Iteration 5Q: 3 clusters Score -831692.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -831889.375000 Penalty: 2886.596680
	Iteration 6Q: 3 clusters Score -831889.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -832083.937500 Penalty: 2886.596680
	Iteration 7Q: 3 clusters Score -832083.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -832282.812500 Penalty: 2886.596680
	Iteration 8Q: 3 clusters Score -832282.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -832473.687500 Penalty: 2886.596680
	Iteration 9Q: 3 clusters Score -832473.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -832682.937500 Penalty: 2886.596680
	Iteration 10Q: 3 clusters Score -832682.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -832891.000000 Penalty: 2886.596680
	Iteration 11Q: 3 clusters Score -832891 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -833055.125000 Penalty: 2886.596680
	Iteration 12Q: 3 clusters Score -833055.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -833194.687500 Penalty: 2886.596680
	Iteration 13Q: 3 clusters Score -833194.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -833285.062500 Penalty: 2886.596680
	Iteration 14Q: 3 clusters Score -833285.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -833328.187500 Penalty: 2886.596680
	Iteration 15Q: 3 clusters Score -833328.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -833355.812500 Penalty: 2886.596680
	Iteration 16Q: 3 clusters Score -833355.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -833378.875000 Penalty: 2886.596680
	Iteration 17Q: 3 clusters Score -833378.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -833393.312500 Penalty: 2886.596680
	Iteration 18Q: 3 clusters Score -833393.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -833402.437500 Penalty: 2886.596680
	Iteration 19Q: 3 clusters Score -833402.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -833411.375000 Penalty: 2886.596680
	Iteration 20F: 3 clusters Score -833411.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -833419.187500 Penalty: 2886.596680
	Iteration 21Q: 3 clusters Score -833419.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -833423.375000 Penalty: 2886.596680
	Iteration 22Q: 3 clusters Score -833423.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -833426.625000 Penalty: 2886.596680
	Iteration 23Q: 3 clusters Score -833426.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -833430.437500 Penalty: 2886.596680
	Iteration 24Q: 3 clusters Score -833430.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -833434.437500 Penalty: 2886.596680
	Iteration 25Q: 3 clusters Score -833434.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -833438.125000 Penalty: 2886.596680
	Iteration 26Q: 3 clusters Score -833438.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -833442.062500 Penalty: 2886.596680
	Iteration 27Q: 3 clusters Score -833442.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -833444.437500 Penalty: 2886.596680
	Iteration 28Q: 3 clusters Score -833444.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -833444.687500 Penalty: 2886.596680
	Iteration 29Q: 3 clusters Score -833444.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -833447.437500 Penalty: 2886.596680
	Iteration 30Q: 3 clusters Score -833447.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -833448.937500 Penalty: 2886.596680
	Iteration 31Q: 3 clusters Score -833448.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -833449.437500 Penalty: 2886.596680
	Iteration 32Q: 3 clusters Score -833449.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -833450.250000 Penalty: 2886.596680
	Iteration 33Q: 3 clusters Score -833450.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -833454.437500 Penalty: 2886.596680
	Iteration 34Q: 3 clusters Score -833454.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -833459.500000 Penalty: 2886.596680
	Iteration 35Q: 3 clusters Score -833459.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -833459.875000 Penalty: 2886.596680
	Iteration 36Q: 3 clusters Score -833459.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -833463.812500 Penalty: 2886.596680
	Iteration 37Q: 3 clusters Score -833463.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -833466.250000 Penalty: 2886.596680
	Iteration 38Q: 3 clusters Score -833466.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -833466.125000 Penalty: 2886.596680
	Iteration 39Q: 3 clusters Score -833466.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -833466.750000 Penalty: 2886.596680
	Iteration 40F: 3 clusters Score -833466.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -833468.562500 Penalty: 2886.596680
	Iteration 41Q: 3 clusters Score -833468.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -833468.750000 Penalty: 2886.596680
	Iteration 42Q: 3 clusters Score -833468.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -833469.187500 Penalty: 2886.596680
	Iteration 43Q: 3 clusters Score -833469.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -833469.562500 Penalty: 2886.596680
	Iteration 44Q: 3 clusters Score -833469.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -833469.562500 Penalty: 2886.596680
	Iteration 45F: 3 clusters Score -833469.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Entering Unmasked Estep 
Score: -55932.757812 Penalty: 1046.134644
	Iteration 0F: 2 clusters Score -55932.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -54878.832031 Penalty: 2092.269287
	Iteration 0F: 3 clusters Score -54878.83 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -55211.453125 Penalty: 2092.269287
	Iteration 1F: 3 clusters Score -55211.45 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -55347.792969 Penalty: 2092.269287
	Iteration 2F: 3 clusters Score -55347.79 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -55564.296875 Penalty: 2092.269287
	Iteration 3F: 3 clusters Score -55564.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -55681.179688 Penalty: 2092.269287
	Iteration 4F: 3 clusters Score -55681.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -55754.710938 Penalty: 2092.269287
	Iteration 5Q: 3 clusters Score -55754.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -55809.312500 Penalty: 2092.269287
	Iteration 6Q: 3 clusters Score -55809.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -55847.160156 Penalty: 2092.269287
	Iteration 7Q: 3 clusters Score -55847.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -55867.128906 Penalty: 2092.269287
	Iteration 8Q: 3 clusters Score -55867.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -55878.527344 Penalty: 2092.269287
	Iteration 9Q: 3 clusters Score -55878.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -55893.441406 Penalty: 2092.269287
	Iteration 10Q: 3 clusters Score -55893.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -55919.765625 Penalty: 2092.269287
	Iteration 11Q: 3 clusters Score -55919.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -55951.367188 Penalty: 2092.269287
	Iteration 12Q: 3 clusters Score -55951.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -55990.449219 Penalty: 2092.269287
	Iteration 13Q: 3 clusters Score -55990.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -56059.914062 Penalty: 2092.269287
	Iteration 14Q: 3 clusters Score -56059.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -56086.773438 Penalty: 2092.269287
	Iteration 15Q: 3 clusters Score -56086.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -56116.082031 Penalty: 2092.269287
	Iteration 16Q: 3 clusters Score -56116.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -56141.992188 Penalty: 2092.269287
	Iteration 17Q: 3 clusters Score -56141.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -56151.132812 Penalty: 2092.269287
	Iteration 18Q: 3 clusters Score -56151.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -56170.082031 Penalty: 2092.269287
	Iteration 19Q: 3 clusters Score -56170.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -56180.921875 Penalty: 2092.269287
	Iteration 20F: 3 clusters Score -56180.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -56190.699219 Penalty: 2092.269287
	Iteration 21Q: 3 clusters Score -56190.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -56192.445312 Penalty: 2092.269287
	Iteration 22Q: 3 clusters Score -56192.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -56195.710938 Penalty: 2092.269287
	Iteration 23Q: 3 clusters Score -56195.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -56195.710938 Penalty: 2092.269287
	Iteration 24F: 3 clusters Score -56195.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 154378 members 
Mstep: Class 2 contains 54784 members 
Mstep: Class 3 contains 8296 members 
Mstep: Class 4 contains 7522 members 
Mstep: Class 5 contains 113721 members 
Mstep: Class 6 contains 33767 members 
Mstep: Class 7 contains 526 members 
Mstep: Class 8 contains 102651 members 
Mstep: Class 9 contains 196875 members 
Mstep: Class 10 contains 84636 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 8836 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 757 members 
Mstep: Class 15 contains 4238 members 
Mstep: Class 16 contains 17376 members 
Mstep: Class 17 contains 16786 members 
Mstep: Class 18 contains 7913 members 
Mstep: Class 19 contains 113401 members 
Mstep: Class 20 contains 1042 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 1590 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 26453 members 
Mstep: Class 25 contains 132619 members 
Mstep: Class 26 contains 229 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 137181 members 
Mstep: Class 29 contains 101034 members 
Mstep: Class 30 contains 87063 members 
Mstep: Class 31 contains 7200 members 
Mstep: Class 32 contains 235 members 
Mstep: Class 33 contains 686 members 
Mstep: Class 34 contains 3590 members 
Mstep: Class 35 contains 667 members 
Mstep: Class 36 contains 27303 members 
Mstep: Class 37 contains 29163 members 
Mstep: Class 38 contains 289 members 
Mstep: Class 39 contains 1091 members 
Mstep: Class 40 contains 91295 members 
Mstep: Class 41 contains 36259 members 
Mstep: Class 42 contains 586 members 
Mstep: Class 43 contains 272 members 
Mstep: Class 44 contains 106147 members 
Mstep: Class 45 contains 204 members 
Mstep: Class 46 contains 381 members 
Mstep: Class 47 contains 390 members 
Entering Unmasked Estep 
Score: -194601616.000000 Penalty: 109670.750000
Splitting cluster 32 changes total score from -194584272.000000 to -194601616.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 33 (686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Entering Unmasked Estep 
Score: -51042.183594 Penalty: 1061.267578
	Iteration 0F: 2 clusters Score -51042.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -49964.960938 Penalty: 2122.535156
	Iteration 0F: 3 clusters Score -49964.96 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -50617.203125 Penalty: 2122.535156
	Iteration 1F: 3 clusters Score -50617.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -50991.167969 Penalty: 2122.535156
	Iteration 2F: 3 clusters Score -50991.17 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -51180.164062 Penalty: 2122.535156
	Iteration 3F: 3 clusters Score -51180.16 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -51302.015625 Penalty: 2122.535156
	Iteration 4Q: 3 clusters Score -51302.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -51363.074219 Penalty: 2122.535156
	Iteration 5Q: 3 clusters Score -51363.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -51401.210938 Penalty: 2122.535156
	Iteration 6Q: 3 clusters Score -51401.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -51426.980469 Penalty: 2122.535156
	Iteration 7Q: 3 clusters Score -51426.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -51438.171875 Penalty: 2122.535156
	Iteration 8Q: 3 clusters Score -51438.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -51443.796875 Penalty: 2122.535156
	Iteration 9Q: 3 clusters Score -51443.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -51447.578125 Penalty: 2122.535156
	Iteration 10F: 3 clusters Score -51447.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -51453.265625 Penalty: 2122.535156
	Iteration 11Q: 3 clusters Score -51453.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -51461.402344 Penalty: 2122.535156
	Iteration 12Q: 3 clusters Score -51461.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -51474.023438 Penalty: 2122.535156
	Iteration 13Q: 3 clusters Score -51474.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -51504.734375 Penalty: 2122.535156
	Iteration 14Q: 3 clusters Score -51504.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -51525.269531 Penalty: 2122.535156
	Iteration 15Q: 3 clusters Score -51525.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -51537.855469 Penalty: 2122.535156
	Iteration 16Q: 3 clusters Score -51537.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -51537.855469 Penalty: 2122.535156
	Iteration 17F: 3 clusters Score -51537.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 154378 members 
Mstep: Class 2 contains 54784 members 
Mstep: Class 3 contains 8296 members 
Mstep: Class 4 contains 7522 members 
Mstep: Class 5 contains 113721 members 
Mstep: Class 6 contains 33767 members 
Mstep: Class 7 contains 526 members 
Mstep: Class 8 contains 102651 members 
Mstep: Class 9 contains 196875 members 
Mstep: Class 10 contains 84636 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 8836 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 757 members 
Mstep: Class 15 contains 4238 members 
Mstep: Class 16 contains 17376 members 
Mstep: Class 17 contains 16786 members 
Mstep: Class 18 contains 7913 members 
Mstep: Class 19 contains 113401 members 
Mstep: Class 20 contains 1042 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 1590 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 26453 members 
Mstep: Class 25 contains 132619 members 
Mstep: Class 26 contains 229 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 137181 members 
Mstep: Class 29 contains 101034 members 
Mstep: Class 30 contains 87063 members 
Mstep: Class 31 contains 7200 members 
Mstep: Class 32 contains 235 members 
Mstep: Class 33 contains 375 members 
Mstep: Class 34 contains 3590 members 
Mstep: Class 35 contains 667 members 
Mstep: Class 36 contains 27303 members 
Mstep: Class 37 contains 29163 members 
Mstep: Class 38 contains 289 members 
Mstep: Class 39 contains 1091 members 
Mstep: Class 40 contains 91295 members 
Mstep: Class 41 contains 36259 members 
Mstep: Class 42 contains 586 members 
Mstep: Class 43 contains 272 members 
Mstep: Class 44 contains 106147 members 
Mstep: Class 45 contains 204 members 
Mstep: Class 46 contains 381 members 
Mstep: Class 47 contains 390 members 
Mstep: Class 48 contains 311 members 
Entering Unmasked Estep 
Score: -194600560.000000 Penalty: 112004.171875
Splitting cluster 33 changes total score from -194584272.000000 to -194600560.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 34 (3590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Entering Unmasked Estep 
Score: -387609.343750 Penalty: 1330.209961
	Iteration 0F: 2 clusters Score -387609.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -384554.250000 Penalty: 2660.419922
	Iteration 0F: 3 clusters Score -384554.2 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -385277.187500 Penalty: 2660.419922
	Iteration 1F: 3 clusters Score -385277.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -385479.875000 Penalty: 2660.419922
	Iteration 2F: 3 clusters Score -385479.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -385596.500000 Penalty: 2660.419922
	Iteration 3F: 3 clusters Score -385596.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -385684.781250 Penalty: 2660.419922
	Iteration 4Q: 3 clusters Score -385684.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -385798.906250 Penalty: 2660.419922
	Iteration 5Q: 3 clusters Score -385798.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -385923.437500 Penalty: 2660.419922
	Iteration 6Q: 3 clusters Score -385923.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -386039.875000 Penalty: 2660.419922
	Iteration 7Q: 3 clusters Score -386039.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -386131.000000 Penalty: 2660.419922
	Iteration 8Q: 3 clusters Score -386131 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -386205.156250 Penalty: 2660.419922
	Iteration 9Q: 3 clusters Score -386205.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -386264.687500 Penalty: 2660.419922
	Iteration 10Q: 3 clusters Score -386264.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -386334.531250 Penalty: 2660.419922
	Iteration 11Q: 3 clusters Score -386334.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -386386.718750 Penalty: 2660.419922
	Iteration 12Q: 3 clusters Score -386386.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -386422.750000 Penalty: 2660.419922
	Iteration 13Q: 3 clusters Score -386422.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -386446.562500 Penalty: 2660.419922
	Iteration 14Q: 3 clusters Score -386446.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -386464.187500 Penalty: 2660.419922
	Iteration 15Q: 3 clusters Score -386464.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -386477.375000 Penalty: 2660.419922
	Iteration 16Q: 3 clusters Score -386477.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -386485.906250 Penalty: 2660.419922
	Iteration 17Q: 3 clusters Score -386485.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -386488.781250 Penalty: 2660.419922
	Iteration 18Q: 3 clusters Score -386488.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -386492.187500 Penalty: 2660.419922
	Iteration 19Q: 3 clusters Score -386492.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -386493.437500 Penalty: 2660.419922
	Iteration 20F: 3 clusters Score -386493.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -386498.281250 Penalty: 2660.419922
	Iteration 21Q: 3 clusters Score -386498.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -386507.875000 Penalty: 2660.419922
	Iteration 22Q: 3 clusters Score -386507.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -386513.625000 Penalty: 2660.419922
	Iteration 23Q: 3 clusters Score -386513.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -386518.312500 Penalty: 2660.419922
	Iteration 24Q: 3 clusters Score -386518.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -386525.562500 Penalty: 2660.419922
	Iteration 25Q: 3 clusters Score -386525.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -386530.312500 Penalty: 2660.419922
	Iteration 26Q: 3 clusters Score -386530.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -386535.625000 Penalty: 2660.419922
	Iteration 27Q: 3 clusters Score -386535.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -386542.406250 Penalty: 2660.419922
	Iteration 28Q: 3 clusters Score -386542.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -386550.437500 Penalty: 2660.419922
	Iteration 29Q: 3 clusters Score -386550.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -386556.031250 Penalty: 2660.419922
	Iteration 30Q: 3 clusters Score -386556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -386559.687500 Penalty: 2660.419922
	Iteration 31Q: 3 clusters Score -386559.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -386562.875000 Penalty: 2660.419922
	Iteration 32Q: 3 clusters Score -386562.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -386566.312500 Penalty: 2660.419922
	Iteration 33Q: 3 clusters Score -386566.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -386567.375000 Penalty: 2660.419922
	Iteration 34Q: 3 clusters Score -386567.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -386567.500000 Penalty: 2660.419922
	Iteration 35Q: 3 clusters Score -386567.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -386567.500000 Penalty: 2660.419922
	Iteration 36F: 3 clusters Score -386567.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 154378 members 
Mstep: Class 2 contains 54784 members 
Mstep: Class 3 contains 8296 members 
Mstep: Class 4 contains 7522 members 
Mstep: Class 5 contains 113721 members 
Mstep: Class 6 contains 33767 members 
Mstep: Class 7 contains 526 members 
Mstep: Class 8 contains 102651 members 
Mstep: Class 9 contains 196875 members 
Mstep: Class 10 contains 84636 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 8836 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 757 members 
Mstep: Class 15 contains 4238 members 
Mstep: Class 16 contains 17376 members 
Mstep: Class 17 contains 16786 members 
Mstep: Class 18 contains 7913 members 
Mstep: Class 19 contains 113401 members 
Mstep: Class 20 contains 1042 members 
Mstep: Class 21 contains 397 members 
Mstep: Class 22 contains 1590 members 
Mstep: Class 23 contains 371 members 
Mstep: Class 24 contains 26453 members 
Mstep: Class 25 contains 132619 members 
Mstep: Class 26 contains 229 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 137181 members 
Mstep: Class 29 contains 101034 members 
Mstep: Class 30 contains 87063 members 
Mstep: Class 31 contains 7200 members 
Mstep: Class 32 contains 235 members 
Mstep: Class 33 contains 375 members 
Mstep: Class 34 contains 3590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 43. Lose 1834.145264 but Gain 2333.421875
Score: -194611648.000000 Penalty: 109670.750000
Iteration 79Q: 48 clusters Score -1.946116e+08 nChanged 34702
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 154748 members 
Mstep: Class 2 contains 54617 members 
Mstep: Class 3 contains 8481 members 
Mstep: Class 4 contains 7964 members 
Mstep: Class 5 contains 114714 members 
Mstep: Class 6 contains 34013 members 
Mstep: Class 7 contains 567 members 
Mstep: Class 8 contains 104022 members 
Mstep: Class 9 contains 196954 members 
Mstep: Class 10 contains 85616 members 
Mstep: Class 11 contains 1963 members 
Mstep: Class 12 contains 8942 members 
Mstep: Class 13 contains 251 members 
Mstep: Class 14 contains 813 members 
Mstep: Class 15 contains 4529 members 
Mstep: Class 16 contains 17363 members 
Mstep: Class 17 contains 16777 members 
Mstep: Class 18 contains 8634 members 
Mstep: Class 19 contains 112950 members 
Mstep: Class 20 contains 1073 members 
Mstep: Class 21 contains 431 members 
Mstep: Class 22 contains 1605 members 
Mstep: Class 23 contains 487 members 
Mstep: Class 24 contains 28044 members 
Mstep: Class 25 contains 133955 members 
Mstep: Class 26 contains 239 members 
Mstep: Class 27 contains 445 members 
Mstep: Class 28 contains 137042 members 
Mstep: Class 29 contains 100471 members 
Mstep: Class 30 contains 86813 members 
Mstep: Class 31 contains 7259 members 
Mstep: Class 32 contains 231 members 
Mstep: Class 33 contains 364 members 
Mstep: Class 34 contains 3610 members 
Mstep: Class 35 contains 667 members 
Mstep: Class 36 contains 26109 members 
Mstep: Class 37 contains 28253 members 
Mstep: Class 38 contains 283 members 
Mstep: Class 39 contains 1097 members 
Mstep: Class 40 contains 89097 members 
Mstep: Class 41 contains 34771 members 
Mstep: Class 42 contains 572 members 
Mstep: Class 44 contains 104657 members 
Mstep: Class 45 contains 203 members 
Mstep: Class 46 contains 428 members 
Mstep: Class 47 contains 400 members 
Mstep: Class 48 contains 288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 32. Lose 1424.173218 but Gain 2333.414062
Score: -194620432.000000 Penalty: 107337.335938
Iteration 80F: 47 clusters Score -1.946204e+08 nChanged 26501
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 152550 members 
Mstep: Class 2 contains 53901 members 
Mstep: Class 3 contains 8735 members 
Mstep: Class 4 contains 8239 members 
Mstep: Class 5 contains 114203 members 
Mstep: Class 6 contains 34129 members 
Mstep: Class 7 contains 522 members 
Mstep: Class 8 contains 105120 members 
Mstep: Class 9 contains 196732 members 
Mstep: Class 10 contains 87335 members 
Mstep: Class 11 contains 1939 members 
Mstep: Class 12 contains 8974 members 
Mstep: Class 13 contains 239 members 
Mstep: Class 14 contains 810 members 
Mstep: Class 15 contains 4635 members 
Mstep: Class 16 contains 17346 members 
Mstep: Class 17 contains 16791 members 
Mstep: Class 18 contains 9064 members 
Mstep: Class 19 contains 110949 members 
Mstep: Class 20 contains 1086 members 
Mstep: Class 21 contains 436 members 
Mstep: Class 22 contains 1590 members 
Mstep: Class 23 contains 517 members 
Mstep: Class 24 contains 28376 members 
Mstep: Class 25 contains 133922 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 444 members 
Mstep: Class 28 contains 135258 members 
Mstep: Class 29 contains 99198 members 
Mstep: Class 30 contains 86384 members 
Mstep: Class 31 contains 7366 members 
Mstep: Class 33 contains 364 members 
Mstep: Class 34 contains 3613 members 
Mstep: Class 35 contains 683 members 
Mstep: Class 36 contains 27354 members 
Mstep: Class 37 contains 30124 members 
Mstep: Class 38 contains 387 members 
Mstep: Class 39 contains 1119 members 
Mstep: Class 40 contains 89122 members 
Mstep: Class 41 contains 34740 members 
Mstep: Class 42 contains 593 members 
Mstep: Class 44 contains 106181 members 
Mstep: Class 45 contains 217 members 
Mstep: Class 46 contains 481 members 
Mstep: Class 47 contains 487 members 
Mstep: Class 48 contains 343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194626144.000000 Penalty: 107337.335938
Iteration 81Q: 47 clusters Score -1.946261e+08 nChanged 19866
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 150403 members 
Mstep: Class 2 contains 53342 members 
Mstep: Class 3 contains 8969 members 
Mstep: Class 4 contains 8460 members 
Mstep: Class 5 contains 113494 members 
Mstep: Class 6 contains 34278 members 
Mstep: Class 7 contains 495 members 
Mstep: Class 8 contains 106139 members 
Mstep: Class 9 contains 196585 members 
Mstep: Class 10 contains 89390 members 
Mstep: Class 11 contains 1926 members 
Mstep: Class 12 contains 9018 members 
Mstep: Class 13 contains 240 members 
Mstep: Class 14 contains 800 members 
Mstep: Class 15 contains 4709 members 
Mstep: Class 16 contains 17319 members 
Mstep: Class 17 contains 16793 members 
Mstep: Class 18 contains 9414 members 
Mstep: Class 19 contains 109023 members 
Mstep: Class 20 contains 1086 members 
Mstep: Class 21 contains 452 members 
Mstep: Class 22 contains 1584 members 
Mstep: Class 23 contains 533 members 
Mstep: Class 24 contains 28709 members 
Mstep: Class 25 contains 133122 members 
Mstep: Class 26 contains 230 members 
Mstep: Class 27 contains 452 members 
Mstep: Class 28 contains 134057 members 
Mstep: Class 29 contains 98180 members 
Mstep: Class 30 contains 86046 members 
Mstep: Class 31 contains 7415 members 
Mstep: Class 33 contains 360 members 
Mstep: Class 34 contains 3608 members 
Mstep: Class 35 contains 707 members 
Mstep: Class 36 contains 28617 members 
Mstep: Class 37 contains 31637 members 
Mstep: Class 38 contains 391 members 
Mstep: Class 39 contains 1126 members 
Mstep: Class 40 contains 89330 members 
Mstep: Class 41 contains 34657 members 
Mstep: Class 42 contains 584 members 
Mstep: Class 44 contains 107604 members 
Mstep: Class 45 contains 222 members 
Mstep: Class 46 contains 493 members 
Mstep: Class 47 contains 502 members 
Mstep: Class 48 contains 334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194629888.000000 Penalty: 107337.335938
Iteration 82Q: 47 clusters Score -1.946299e+08 nChanged 18017
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 148232 members 
Mstep: Class 2 contains 52894 members 
Mstep: Class 3 contains 9194 members 
Mstep: Class 4 contains 8674 members 
Mstep: Class 5 contains 112357 members 
Mstep: Class 6 contains 34493 members 
Mstep: Class 7 contains 482 members 
Mstep: Class 8 contains 107006 members 
Mstep: Class 9 contains 196496 members 
Mstep: Class 10 contains 91437 members 
Mstep: Class 11 contains 1919 members 
Mstep: Class 12 contains 9056 members 
Mstep: Class 13 contains 236 members 
Mstep: Class 14 contains 793 members 
Mstep: Class 15 contains 4764 members 
Mstep: Class 16 contains 17288 members 
Mstep: Class 17 contains 16774 members 
Mstep: Class 18 contains 9699 members 
Mstep: Class 19 contains 107836 members 
Mstep: Class 20 contains 1086 members 
Mstep: Class 21 contains 454 members 
Mstep: Class 22 contains 1583 members 
Mstep: Class 23 contains 539 members 
Mstep: Class 24 contains 28969 members 
Mstep: Class 25 contains 131521 members 
Mstep: Class 26 contains 223 members 
Mstep: Class 27 contains 456 members 
Mstep: Class 28 contains 132901 members 
Mstep: Class 29 contains 97415 members 
Mstep: Class 30 contains 85744 members 
Mstep: Class 31 contains 7507 members 
Mstep: Class 33 contains 363 members 
Mstep: Class 34 contains 3604 members 
Mstep: Class 35 contains 735 members 
Mstep: Class 36 contains 29922 members 
Mstep: Class 37 contains 33309 members 
Mstep: Class 38 contains 398 members 
Mstep: Class 39 contains 1132 members 
Mstep: Class 40 contains 89721 members 
Mstep: Class 41 contains 34501 members 
Mstep: Class 42 contains 588 members 
Mstep: Class 44 contains 108976 members 
Mstep: Class 45 contains 226 members 
Mstep: Class 46 contains 499 members 
Mstep: Class 47 contains 507 members 
Mstep: Class 48 contains 327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194633040.000000 Penalty: 107337.335938
Iteration 83Q: 47 clusters Score -1.94633e+08 nChanged 18225
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 146113 members 
Mstep: Class 2 contains 52477 members 
Mstep: Class 3 contains 9374 members 
Mstep: Class 4 contains 8873 members 
Mstep: Class 5 contains 111008 members 
Mstep: Class 6 contains 34720 members 
Mstep: Class 7 contains 475 members 
Mstep: Class 8 contains 107818 members 
Mstep: Class 9 contains 196388 members 
Mstep: Class 10 contains 93444 members 
Mstep: Class 11 contains 1921 members 
Mstep: Class 12 contains 9109 members 
Mstep: Class 13 contains 237 members 
Mstep: Class 14 contains 783 members 
Mstep: Class 15 contains 4820 members 
Mstep: Class 16 contains 17257 members 
Mstep: Class 17 contains 16751 members 
Mstep: Class 18 contains 9970 members 
Mstep: Class 19 contains 107069 members 
Mstep: Class 20 contains 1088 members 
Mstep: Class 21 contains 458 members 
Mstep: Class 22 contains 1580 members 
Mstep: Class 23 contains 546 members 
Mstep: Class 24 contains 29287 members 
Mstep: Class 25 contains 129052 members 
Mstep: Class 26 contains 220 members 
Mstep: Class 27 contains 462 members 
Mstep: Class 28 contains 132045 members 
Mstep: Class 29 contains 96782 members 
Mstep: Class 30 contains 85489 members 
Mstep: Class 31 contains 7589 members 
Mstep: Class 33 contains 366 members 
Mstep: Class 34 contains 3603 members 
Mstep: Class 35 contains 753 members 
Mstep: Class 36 contains 31269 members 
Mstep: Class 37 contains 35104 members 
Mstep: Class 38 contains 399 members 
Mstep: Class 39 contains 1139 members 
Mstep: Class 40 contains 90235 members 
Mstep: Class 41 contains 34320 members 
Mstep: Class 42 contains 587 members 
Mstep: Class 44 contains 110296 members 
Mstep: Class 45 contains 226 members 
Mstep: Class 46 contains 501 members 
Mstep: Class 47 contains 510 members 
Mstep: Class 48 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194635184.000000 Penalty: 107337.335938
Iteration 84Q: 47 clusters Score -1.946352e+08 nChanged 19078
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 144128 members 
Mstep: Class 2 contains 52074 members 
Mstep: Class 3 contains 9499 members 
Mstep: Class 4 contains 9059 members 
Mstep: Class 5 contains 109579 members 
Mstep: Class 6 contains 34978 members 
Mstep: Class 7 contains 471 members 
Mstep: Class 8 contains 108549 members 
Mstep: Class 9 contains 196327 members 
Mstep: Class 10 contains 95641 members 
Mstep: Class 11 contains 1929 members 
Mstep: Class 12 contains 9149 members 
Mstep: Class 13 contains 239 members 
Mstep: Class 14 contains 779 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 17229 members 
Mstep: Class 17 contains 16724 members 
Mstep: Class 18 contains 10210 members 
Mstep: Class 19 contains 106593 members 
Mstep: Class 20 contains 1088 members 
Mstep: Class 21 contains 458 members 
Mstep: Class 22 contains 1579 members 
Mstep: Class 23 contains 552 members 
Mstep: Class 24 contains 29648 members 
Mstep: Class 25 contains 125638 members 
Mstep: Class 26 contains 218 members 
Mstep: Class 27 contains 467 members 
Mstep: Class 28 contains 131497 members 
Mstep: Class 29 contains 96339 members 
Mstep: Class 30 contains 85241 members 
Mstep: Class 31 contains 7728 members 
Mstep: Class 33 contains 367 members 
Mstep: Class 34 contains 3602 members 
Mstep: Class 35 contains 771 members 
Mstep: Class 36 contains 32678 members 
Mstep: Class 37 contains 37152 members 
Mstep: Class 38 contains 401 members 
Mstep: Class 39 contains 1141 members 
Mstep: Class 40 contains 90881 members 
Mstep: Class 41 contains 34134 members 
Mstep: Class 42 contains 588 members 
Mstep: Class 44 contains 111064 members 
Mstep: Class 45 contains 226 members 
Mstep: Class 46 contains 500 members 
Mstep: Class 47 contains 510 members 
Mstep: Class 48 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194637264.000000 Penalty: 107337.335938
Iteration 85Q: 47 clusters Score -1.946373e+08 nChanged 19382
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 142248 members 
Mstep: Class 2 contains 51692 members 
Mstep: Class 3 contains 9574 members 
Mstep: Class 4 contains 9221 members 
Mstep: Class 5 contains 108102 members 
Mstep: Class 6 contains 35226 members 
Mstep: Class 7 contains 465 members 
Mstep: Class 8 contains 109204 members 
Mstep: Class 9 contains 196280 members 
Mstep: Class 10 contains 97743 members 
Mstep: Class 11 contains 1942 members 
Mstep: Class 12 contains 9196 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 784 members 
Mstep: Class 15 contains 4961 members 
Mstep: Class 16 contains 17206 members 
Mstep: Class 17 contains 16699 members 
Mstep: Class 18 contains 10431 members 
Mstep: Class 19 contains 106331 members 
Mstep: Class 20 contains 1087 members 
Mstep: Class 21 contains 460 members 
Mstep: Class 22 contains 1575 members 
Mstep: Class 23 contains 561 members 
Mstep: Class 24 contains 29976 members 
Mstep: Class 25 contains 122217 members 
Mstep: Class 26 contains 217 members 
Mstep: Class 27 contains 468 members 
Mstep: Class 28 contains 130872 members 
Mstep: Class 29 contains 95929 members 
Mstep: Class 30 contains 85039 members 
Mstep: Class 31 contains 7873 members 
Mstep: Class 33 contains 365 members 
Mstep: Class 34 contains 3608 members 
Mstep: Class 35 contains 794 members 
Mstep: Class 36 contains 34180 members 
Mstep: Class 37 contains 39383 members 
Mstep: Class 38 contains 399 members 
Mstep: Class 39 contains 1143 members 
Mstep: Class 40 contains 91562 members 
Mstep: Class 41 contains 33929 members 
Mstep: Class 42 contains 589 members 
Mstep: Class 44 contains 111506 members 
Mstep: Class 45 contains 226 members 
Mstep: Class 46 contains 499 members 
Mstep: Class 47 contains 510 members 
Mstep: Class 48 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194640672.000000 Penalty: 107337.335938
Iteration 86Q: 47 clusters Score -1.946407e+08 nChanged 18852
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 140545 members 
Mstep: Class 2 contains 51399 members 
Mstep: Class 3 contains 9610 members 
Mstep: Class 4 contains 9381 members 
Mstep: Class 5 contains 106641 members 
Mstep: Class 6 contains 35437 members 
Mstep: Class 7 contains 463 members 
Mstep: Class 8 contains 109675 members 
Mstep: Class 9 contains 196233 members 
Mstep: Class 10 contains 99245 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 9236 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 782 members 
Mstep: Class 15 contains 5037 members 
Mstep: Class 16 contains 17176 members 
Mstep: Class 17 contains 16671 members 
Mstep: Class 18 contains 10633 members 
Mstep: Class 19 contains 106271 members 
Mstep: Class 20 contains 1086 members 
Mstep: Class 21 contains 458 members 
Mstep: Class 22 contains 1577 members 
Mstep: Class 23 contains 567 members 
Mstep: Class 24 contains 30296 members 
Mstep: Class 25 contains 118993 members 
Mstep: Class 26 contains 217 members 
Mstep: Class 27 contains 469 members 
Mstep: Class 28 contains 130098 members 
Mstep: Class 29 contains 95579 members 
Mstep: Class 30 contains 84880 members 
Mstep: Class 31 contains 8006 members 
Mstep: Class 33 contains 365 members 
Mstep: Class 34 contains 3608 members 
Mstep: Class 35 contains 811 members 
Mstep: Class 36 contains 35733 members 
Mstep: Class 37 contains 41800 members 
Mstep: Class 38 contains 399 members 
Mstep: Class 39 contains 1146 members 
Mstep: Class 40 contains 92257 members 
Mstep: Class 41 contains 33692 members 
Mstep: Class 42 contains 590 members 
Mstep: Class 44 contains 112015 members 
Mstep: Class 45 contains 225 members 
Mstep: Class 46 contains 499 members 
Mstep: Class 47 contains 510 members 
Mstep: Class 48 contains 324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194642992.000000 Penalty: 107337.335938
Iteration 87Q: 47 clusters Score -1.94643e+08 nChanged 18805
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 138914 members 
Mstep: Class 2 contains 51128 members 
Mstep: Class 3 contains 9628 members 
Mstep: Class 4 contains 9525 members 
Mstep: Class 5 contains 105269 members 
Mstep: Class 6 contains 35677 members 
Mstep: Class 7 contains 462 members 
Mstep: Class 8 contains 110081 members 
Mstep: Class 9 contains 196197 members 
Mstep: Class 10 contains 100630 members 
Mstep: Class 11 contains 1968 members 
Mstep: Class 12 contains 9276 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 785 members 
Mstep: Class 15 contains 5109 members 
Mstep: Class 16 contains 17141 members 
Mstep: Class 17 contains 16663 members 
Mstep: Class 18 contains 10804 members 
Mstep: Class 19 contains 106316 members 
Mstep: Class 20 contains 1088 members 
Mstep: Class 21 contains 462 members 
Mstep: Class 22 contains 1576 members 
Mstep: Class 23 contains 570 members 
Mstep: Class 24 contains 30552 members 
Mstep: Class 25 contains 116149 members 
Mstep: Class 26 contains 217 members 
Mstep: Class 27 contains 471 members 
Mstep: Class 28 contains 129170 members 
Mstep: Class 29 contains 95300 members 
Mstep: Class 30 contains 84728 members 
Mstep: Class 31 contains 8171 members 
Mstep: Class 33 contains 363 members 
Mstep: Class 34 contains 3614 members 
Mstep: Class 35 contains 821 members 
Mstep: Class 36 contains 37297 members 
Mstep: Class 37 contains 44245 members 
Mstep: Class 38 contains 397 members 
Mstep: Class 39 contains 1148 members 
Mstep: Class 40 contains 93097 members 
Mstep: Class 41 contains 33478 members 
Mstep: Class 42 contains 589 members 
Mstep: Class 44 contains 111958 members 
Mstep: Class 45 contains 226 members 
Mstep: Class 46 contains 500 members 
Mstep: Class 47 contains 510 members 
Mstep: Class 48 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194644352.000000 Penalty: 107337.335938
Iteration 88Q: 47 clusters Score -1.946444e+08 nChanged 18761
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 137405 members 
Mstep: Class 2 contains 50830 members 
Mstep: Class 3 contains 9627 members 
Mstep: Class 4 contains 9660 members 
Mstep: Class 5 contains 103918 members 
Mstep: Class 6 contains 35880 members 
Mstep: Class 7 contains 462 members 
Mstep: Class 8 contains 110516 members 
Mstep: Class 9 contains 196231 members 
Mstep: Class 10 contains 101813 members 
Mstep: Class 11 contains 1991 members 
Mstep: Class 12 contains 9314 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 783 members 
Mstep: Class 15 contains 5202 members 
Mstep: Class 16 contains 17103 members 
Mstep: Class 17 contains 16642 members 
Mstep: Class 18 contains 10968 members 
Mstep: Class 19 contains 106328 members 
Mstep: Class 20 contains 1088 members 
Mstep: Class 21 contains 465 members 
Mstep: Class 22 contains 1577 members 
Mstep: Class 23 contains 572 members 
Mstep: Class 24 contains 30867 members 
Mstep: Class 25 contains 113551 members 
Mstep: Class 26 contains 217 members 
Mstep: Class 27 contains 471 members 
Mstep: Class 28 contains 128334 members 
Mstep: Class 29 contains 95052 members 
Mstep: Class 30 contains 84560 members 
Mstep: Class 31 contains 8367 members 
Mstep: Class 33 contains 361 members 
Mstep: Class 34 contains 3619 members 
Mstep: Class 35 contains 837 members 
Mstep: Class 36 contains 38846 members 
Mstep: Class 37 contains 46607 members 
Mstep: Class 38 contains 396 members 
Mstep: Class 39 contains 1149 members 
Mstep: Class 40 contains 94049 members 
Mstep: Class 41 contains 33275 members 
Mstep: Class 42 contains 588 members 
Mstep: Class 44 contains 111511 members 
Mstep: Class 45 contains 227 members 
Mstep: Class 46 contains 500 members 
Mstep: Class 47 contains 511 members 
Mstep: Class 48 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194646976.000000 Penalty: 107337.335938
Iteration 89Q: 47 clusters Score -1.94647e+08 nChanged 18375
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 136040 members 
Mstep: Class 2 contains 50582 members 
Mstep: Class 3 contains 9631 members 
Mstep: Class 4 contains 9786 members 
Mstep: Class 5 contains 102518 members 
Mstep: Class 6 contains 36057 members 
Mstep: Class 7 contains 461 members 
Mstep: Class 8 contains 110986 members 
Mstep: Class 9 contains 196215 members 
Mstep: Class 10 contains 102806 members 
Mstep: Class 11 contains 2012 members 
Mstep: Class 12 contains 9347 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 782 members 
Mstep: Class 15 contains 5308 members 
Mstep: Class 16 contains 17059 members 
Mstep: Class 17 contains 16621 members 
Mstep: Class 18 contains 11096 members 
Mstep: Class 19 contains 106403 members 
Mstep: Class 20 contains 1088 members 
Mstep: Class 21 contains 467 members 
Mstep: Class 22 contains 1580 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 31198 members 
Mstep: Class 25 contains 111207 members 
Mstep: Class 26 contains 217 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 127228 members 
Mstep: Class 29 contains 94802 members 
Mstep: Class 30 contains 84435 members 
Mstep: Class 31 contains 8533 members 
Mstep: Class 33 contains 357 members 
Mstep: Class 34 contains 3623 members 
Mstep: Class 35 contains 843 members 
Mstep: Class 36 contains 40355 members 
Mstep: Class 37 contains 48900 members 
Mstep: Class 38 contains 396 members 
Mstep: Class 39 contains 1149 members 
Mstep: Class 40 contains 95219 members 
Mstep: Class 41 contains 33100 members 
Mstep: Class 42 contains 589 members 
Mstep: Class 44 contains 110987 members 
Mstep: Class 45 contains 227 members 
Mstep: Class 46 contains 500 members 
Mstep: Class 47 contains 514 members 
Mstep: Class 48 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194647488.000000 Penalty: 107337.335938
Iteration 90Q: 47 clusters Score -1.946475e+08 nChanged 18234
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 134716 members 
Mstep: Class 2 contains 50312 members 
Mstep: Class 3 contains 9640 members 
Mstep: Class 4 contains 9899 members 
Mstep: Class 5 contains 101174 members 
Mstep: Class 6 contains 36258 members 
Mstep: Class 7 contains 460 members 
Mstep: Class 8 contains 111311 members 
Mstep: Class 9 contains 196220 members 
Mstep: Class 10 contains 103701 members 
Mstep: Class 11 contains 2024 members 
Mstep: Class 12 contains 9363 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 782 members 
Mstep: Class 15 contains 5421 members 
Mstep: Class 16 contains 17020 members 
Mstep: Class 17 contains 16592 members 
Mstep: Class 18 contains 11230 members 
Mstep: Class 19 contains 106475 members 
Mstep: Class 20 contains 1088 members 
Mstep: Class 21 contains 468 members 
Mstep: Class 22 contains 1579 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 31626 members 
Mstep: Class 25 contains 108782 members 
Mstep: Class 26 contains 217 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 126067 members 
Mstep: Class 29 contains 94597 members 
Mstep: Class 30 contains 84325 members 
Mstep: Class 31 contains 8712 members 
Mstep: Class 33 contains 357 members 
Mstep: Class 34 contains 3638 members 
Mstep: Class 35 contains 849 members 
Mstep: Class 36 contains 41927 members 
Mstep: Class 37 contains 51022 members 
Mstep: Class 38 contains 396 members 
Mstep: Class 39 contains 1148 members 
Mstep: Class 40 contains 96520 members 
Mstep: Class 41 contains 32931 members 
Mstep: Class 42 contains 590 members 
Mstep: Class 44 contains 110545 members 
Mstep: Class 45 contains 227 members 
Mstep: Class 46 contains 500 members 
Mstep: Class 47 contains 515 members 
Mstep: Class 48 contains 321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194649552.000000 Penalty: 107337.335938
Iteration 91Q: 47 clusters Score -1.946496e+08 nChanged 18100
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 133527 members 
Mstep: Class 2 contains 50108 members 
Mstep: Class 3 contains 9657 members 
Mstep: Class 4 contains 10009 members 
Mstep: Class 5 contains 99848 members 
Mstep: Class 6 contains 36447 members 
Mstep: Class 7 contains 460 members 
Mstep: Class 8 contains 111672 members 
Mstep: Class 9 contains 196225 members 
Mstep: Class 10 contains 104614 members 
Mstep: Class 11 contains 2036 members 
Mstep: Class 12 contains 9390 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 783 members 
Mstep: Class 15 contains 5545 members 
Mstep: Class 16 contains 16976 members 
Mstep: Class 17 contains 16557 members 
Mstep: Class 18 contains 11358 members 
Mstep: Class 19 contains 106675 members 
Mstep: Class 20 contains 1088 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 1580 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 32000 members 
Mstep: Class 25 contains 106554 members 
Mstep: Class 26 contains 217 members 
Mstep: Class 27 contains 472 members 
Mstep: Class 28 contains 124878 members 
Mstep: Class 29 contains 94386 members 
Mstep: Class 30 contains 84227 members 
Mstep: Class 31 contains 8905 members 
Mstep: Class 33 contains 355 members 
Mstep: Class 34 contains 3643 members 
Mstep: Class 35 contains 856 members 
Mstep: Class 36 contains 43421 members 
Mstep: Class 37 contains 53167 members 
Mstep: Class 38 contains 397 members 
Mstep: Class 39 contains 1150 members 
Mstep: Class 40 contains 97580 members 
Mstep: Class 41 contains 32743 members 
Mstep: Class 42 contains 592 members 
Mstep: Class 44 contains 109888 members 
Mstep: Class 45 contains 227 members 
Mstep: Class 46 contains 500 members 
Mstep: Class 47 contains 516 members 
Mstep: Class 48 contains 319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194650288.000000 Penalty: 107337.335938
Iteration 92Q: 47 clusters Score -1.946503e+08 nChanged 17828
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 132419 members 
Mstep: Class 2 contains 49925 members 
Mstep: Class 3 contains 9642 members 
Mstep: Class 4 contains 10108 members 
Mstep: Class 5 contains 98564 members 
Mstep: Class 6 contains 36636 members 
Mstep: Class 7 contains 460 members 
Mstep: Class 8 contains 111822 members 
Mstep: Class 9 contains 196195 members 
Mstep: Class 10 contains 105911 members 
Mstep: Class 11 contains 2055 members 
Mstep: Class 12 contains 9414 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 781 members 
Mstep: Class 15 contains 5688 members 
Mstep: Class 16 contains 16929 members 
Mstep: Class 17 contains 16543 members 
Mstep: Class 18 contains 11482 members 
Mstep: Class 19 contains 106965 members 
Mstep: Class 20 contains 1088 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 1581 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 32401 members 
Mstep: Class 25 contains 104384 members 
Mstep: Class 26 contains 217 members 
Mstep: Class 27 contains 472 members 
Mstep: Class 28 contains 123664 members 
Mstep: Class 29 contains 94246 members 
Mstep: Class 30 contains 84124 members 
Mstep: Class 31 contains 9137 members 
Mstep: Class 33 contains 355 members 
Mstep: Class 34 contains 3643 members 
Mstep: Class 35 contains 868 members 
Mstep: Class 36 contains 44850 members 
Mstep: Class 37 contains 55168 members 
Mstep: Class 38 contains 397 members 
Mstep: Class 39 contains 1150 members 
Mstep: Class 40 contains 98478 members 
Mstep: Class 41 contains 32616 members 
Mstep: Class 42 contains 591 members 
Mstep: Class 44 contains 109015 members 
Mstep: Class 45 contains 227 members 
Mstep: Class 46 contains 500 members 
Mstep: Class 47 contains 517 members 
Mstep: Class 48 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194651392.000000 Penalty: 107337.335938
Iteration 93Q: 47 clusters Score -1.946514e+08 nChanged 18383
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 131404 members 
Mstep: Class 2 contains 49769 members 
Mstep: Class 3 contains 9626 members 
Mstep: Class 4 contains 10222 members 
Mstep: Class 5 contains 97298 members 
Mstep: Class 6 contains 36817 members 
Mstep: Class 7 contains 460 members 
Mstep: Class 8 contains 112008 members 
Mstep: Class 9 contains 196161 members 
Mstep: Class 10 contains 107614 members 
Mstep: Class 11 contains 2063 members 
Mstep: Class 12 contains 9426 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 778 members 
Mstep: Class 15 contains 5809 members 
Mstep: Class 16 contains 16887 members 
Mstep: Class 17 contains 16508 members 
Mstep: Class 18 contains 11571 members 
Mstep: Class 19 contains 107438 members 
Mstep: Class 20 contains 1088 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 1583 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 32565 members 
Mstep: Class 25 contains 102467 members 
Mstep: Class 26 contains 217 members 
Mstep: Class 27 contains 472 members 
Mstep: Class 28 contains 122472 members 
Mstep: Class 29 contains 94134 members 
Mstep: Class 30 contains 84050 members 
Mstep: Class 31 contains 9379 members 
Mstep: Class 33 contains 355 members 
Mstep: Class 34 contains 3645 members 
Mstep: Class 35 contains 878 members 
Mstep: Class 36 contains 46248 members 
Mstep: Class 37 contains 57037 members 
Mstep: Class 38 contains 397 members 
Mstep: Class 39 contains 1152 members 
Mstep: Class 40 contains 99305 members 
Mstep: Class 41 contains 32497 members 
Mstep: Class 42 contains 589 members 
Mstep: Class 44 contains 107593 members 
Mstep: Class 45 contains 227 members 
Mstep: Class 46 contains 501 members 
Mstep: Class 47 contains 517 members 
Mstep: Class 48 contains 319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194654112.000000 Penalty: 107337.335938
Iteration 94Q: 47 clusters Score -1.946541e+08 nChanged 18684
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 130477 members 
Mstep: Class 2 contains 49626 members 
Mstep: Class 3 contains 9592 members 
Mstep: Class 4 contains 10327 members 
Mstep: Class 5 contains 95997 members 
Mstep: Class 6 contains 36962 members 
Mstep: Class 7 contains 460 members 
Mstep: Class 8 contains 112108 members 
Mstep: Class 9 contains 196150 members 
Mstep: Class 10 contains 109551 members 
Mstep: Class 11 contains 2076 members 
Mstep: Class 12 contains 9442 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 5953 members 
Mstep: Class 16 contains 16854 members 
Mstep: Class 17 contains 16467 members 
Mstep: Class 18 contains 11666 members 
Mstep: Class 19 contains 107829 members 
Mstep: Class 20 contains 1088 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 1583 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 32668 members 
Mstep: Class 25 contains 101134 members 
Mstep: Class 26 contains 217 members 
Mstep: Class 27 contains 472 members 
Mstep: Class 28 contains 121366 members 
Mstep: Class 29 contains 94016 members 
Mstep: Class 30 contains 83969 members 
Mstep: Class 31 contains 9655 members 
Mstep: Class 33 contains 355 members 
Mstep: Class 34 contains 3649 members 
Mstep: Class 35 contains 892 members 
Mstep: Class 36 contains 47621 members 
Mstep: Class 37 contains 58873 members 
Mstep: Class 38 contains 397 members 
Mstep: Class 39 contains 1153 members 
Mstep: Class 40 contains 99952 members 
Mstep: Class 41 contains 32368 members 
Mstep: Class 42 contains 589 members 
Mstep: Class 44 contains 105650 members 
Mstep: Class 45 contains 227 members 
Mstep: Class 46 contains 503 members 
Mstep: Class 47 contains 518 members 
Mstep: Class 48 contains 317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194656048.000000 Penalty: 107337.335938
Iteration 95Q: 47 clusters Score -1.94656e+08 nChanged 18319
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 129605 members 
Mstep: Class 2 contains 49511 members 
Mstep: Class 3 contains 9578 members 
Mstep: Class 4 contains 10411 members 
Mstep: Class 5 contains 94756 members 
Mstep: Class 6 contains 37095 members 
Mstep: Class 7 contains 460 members 
Mstep: Class 8 contains 112169 members 
Mstep: Class 9 contains 196135 members 
Mstep: Class 10 contains 111623 members 
Mstep: Class 11 contains 2089 members 
Mstep: Class 12 contains 9462 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 772 members 
Mstep: Class 15 contains 6065 members 
Mstep: Class 16 contains 16824 members 
Mstep: Class 17 contains 16436 members 
Mstep: Class 18 contains 11754 members 
Mstep: Class 19 contains 108199 members 
Mstep: Class 20 contains 1091 members 
Mstep: Class 21 contains 475 members 
Mstep: Class 22 contains 1586 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 32606 members 
Mstep: Class 25 contains 100310 members 
Mstep: Class 26 contains 217 members 
Mstep: Class 27 contains 472 members 
Mstep: Class 28 contains 120225 members 
Mstep: Class 29 contains 93875 members 
Mstep: Class 30 contains 83871 members 
Mstep: Class 31 contains 9948 members 
Mstep: Class 33 contains 354 members 
Mstep: Class 34 contains 3652 members 
Mstep: Class 35 contains 913 members 
Mstep: Class 36 contains 48995 members 
Mstep: Class 37 contains 60559 members 
Mstep: Class 38 contains 397 members 
Mstep: Class 39 contains 1154 members 
Mstep: Class 40 contains 100406 members 
Mstep: Class 41 contains 32259 members 
Mstep: Class 42 contains 588 members 
Mstep: Class 44 contains 103553 members 
Mstep: Class 45 contains 227 members 
Mstep: Class 46 contains 505 members 
Mstep: Class 47 contains 518 members 
Mstep: Class 48 contains 318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194657504.000000 Penalty: 107337.335938
Iteration 96Q: 47 clusters Score -1.946575e+08 nChanged 18252
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 128836 members 
Mstep: Class 2 contains 49391 members 
Mstep: Class 3 contains 9544 members 
Mstep: Class 4 contains 10500 members 
Mstep: Class 5 contains 93515 members 
Mstep: Class 6 contains 37238 members 
Mstep: Class 7 contains 460 members 
Mstep: Class 8 contains 112289 members 
Mstep: Class 9 contains 196088 members 
Mstep: Class 10 contains 113735 members 
Mstep: Class 11 contains 2100 members 
Mstep: Class 12 contains 9468 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 771 members 
Mstep: Class 15 contains 6190 members 
Mstep: Class 16 contains 16784 members 
Mstep: Class 17 contains 16398 members 
Mstep: Class 18 contains 11853 members 
Mstep: Class 19 contains 108641 members 
Mstep: Class 20 contains 1091 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 1586 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 32226 members 
Mstep: Class 25 contains 99872 members 
Mstep: Class 26 contains 217 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 119186 members 
Mstep: Class 29 contains 93686 members 
Mstep: Class 30 contains 83787 members 
Mstep: Class 31 contains 10246 members 
Mstep: Class 33 contains 354 members 
Mstep: Class 34 contains 3649 members 
Mstep: Class 35 contains 928 members 
Mstep: Class 36 contains 50382 members 
Mstep: Class 37 contains 62001 members 
Mstep: Class 38 contains 397 members 
Mstep: Class 39 contains 1154 members 
Mstep: Class 40 contains 100801 members 
Mstep: Class 41 contains 32148 members 
Mstep: Class 42 contains 589 members 
Mstep: Class 44 contains 101399 members 
Mstep: Class 45 contains 227 members 
Mstep: Class 46 contains 507 members 
Mstep: Class 47 contains 519 members 
Mstep: Class 48 contains 318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194658560.000000 Penalty: 107337.335938
Iteration 97Q: 47 clusters Score -1.946586e+08 nChanged 18235
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 128080 members 
Mstep: Class 2 contains 49282 members 
Mstep: Class 3 contains 9489 members 
Mstep: Class 4 contains 10573 members 
Mstep: Class 5 contains 92402 members 
Mstep: Class 6 contains 37363 members 
Mstep: Class 7 contains 460 members 
Mstep: Class 8 contains 112259 members 
Mstep: Class 9 contains 196045 members 
Mstep: Class 10 contains 115746 members 
Mstep: Class 11 contains 2112 members 
Mstep: Class 12 contains 9480 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 6300 members 
Mstep: Class 16 contains 16760 members 
Mstep: Class 17 contains 16353 members 
Mstep: Class 18 contains 11935 members 
Mstep: Class 19 contains 109146 members 
Mstep: Class 20 contains 1092 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 1586 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 31721 members 
Mstep: Class 25 contains 100107 members 
Mstep: Class 26 contains 217 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 118172 members 
Mstep: Class 29 contains 93509 members 
Mstep: Class 30 contains 83696 members 
Mstep: Class 31 contains 10564 members 
Mstep: Class 33 contains 354 members 
Mstep: Class 34 contains 3649 members 
Mstep: Class 35 contains 940 members 
Mstep: Class 36 contains 51831 members 
Mstep: Class 37 contains 63205 members 
Mstep: Class 38 contains 397 members 
Mstep: Class 39 contains 1152 members 
Mstep: Class 40 contains 101055 members 
Mstep: Class 41 contains 32041 members 
Mstep: Class 42 contains 589 members 
Mstep: Class 44 contains 99066 members 
Mstep: Class 45 contains 227 members 
Mstep: Class 46 contains 508 members 
Mstep: Class 47 contains 519 members 
Mstep: Class 48 contains 318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194658880.000000 Penalty: 107337.335938
Iteration 98Q: 47 clusters Score -1.946589e+08 nChanged 18804
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 127468 members 
Mstep: Class 2 contains 49170 members 
Mstep: Class 3 contains 9422 members 
Mstep: Class 4 contains 10642 members 
Mstep: Class 5 contains 91305 members 
Mstep: Class 6 contains 37466 members 
Mstep: Class 7 contains 460 members 
Mstep: Class 8 contains 112153 members 
Mstep: Class 9 contains 196023 members 
Mstep: Class 10 contains 117809 members 
Mstep: Class 11 contains 2127 members 
Mstep: Class 12 contains 9491 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 767 members 
Mstep: Class 15 contains 6366 members 
Mstep: Class 16 contains 16731 members 
Mstep: Class 17 contains 16309 members 
Mstep: Class 18 contains 11995 members 
Mstep: Class 19 contains 109828 members 
Mstep: Class 20 contains 1093 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 1586 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 30941 members 
Mstep: Class 25 contains 100371 members 
Mstep: Class 26 contains 217 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 117051 members 
Mstep: Class 29 contains 93397 members 
Mstep: Class 30 contains 83621 members 
Mstep: Class 31 contains 10877 members 
Mstep: Class 33 contains 354 members 
Mstep: Class 34 contains 3651 members 
Mstep: Class 35 contains 949 members 
Mstep: Class 36 contains 53258 members 
Mstep: Class 37 contains 64214 members 
Mstep: Class 38 contains 397 members 
Mstep: Class 39 contains 1156 members 
Mstep: Class 40 contains 101465 members 
Mstep: Class 41 contains 31944 members 
Mstep: Class 42 contains 589 members 
Mstep: Class 44 contains 96835 members 
Mstep: Class 45 contains 227 members 
Mstep: Class 46 contains 508 members 
Mstep: Class 47 contains 519 members 
Mstep: Class 48 contains 318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194659872.000000 Penalty: 107337.335938
Iteration 99Q: 47 clusters Score -1.946599e+08 nChanged 18050
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 126859 members 
Mstep: Class 2 contains 49079 members 
Mstep: Class 3 contains 9332 members 
Mstep: Class 4 contains 10708 members 
Mstep: Class 5 contains 90236 members 
Mstep: Class 6 contains 37555 members 
Mstep: Class 7 contains 460 members 
Mstep: Class 8 contains 112069 members 
Mstep: Class 9 contains 196024 members 
Mstep: Class 10 contains 120063 members 
Mstep: Class 11 contains 2141 members 
Mstep: Class 12 contains 9504 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 768 members 
Mstep: Class 15 contains 6413 members 
Mstep: Class 16 contains 16702 members 
Mstep: Class 17 contains 16275 members 
Mstep: Class 18 contains 12045 members 
Mstep: Class 19 contains 110403 members 
Mstep: Class 20 contains 1094 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 1584 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 30122 members 
Mstep: Class 25 contains 101355 members 
Mstep: Class 26 contains 217 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 115849 members 
Mstep: Class 29 contains 93271 members 
Mstep: Class 30 contains 83543 members 
Mstep: Class 31 contains 11181 members 
Mstep: Class 33 contains 354 members 
Mstep: Class 34 contains 3650 members 
Mstep: Class 35 contains 960 members 
Mstep: Class 36 contains 54635 members 
Mstep: Class 37 contains 64585 members 
Mstep: Class 38 contains 397 members 
Mstep: Class 39 contains 1156 members 
Mstep: Class 40 contains 101845 members 
Mstep: Class 41 contains 31860 members 
Mstep: Class 42 contains 589 members 
Mstep: Class 44 contains 94615 members 
Mstep: Class 45 contains 227 members 
Mstep: Class 46 contains 508 members 
Mstep: Class 47 contains 519 members 
Mstep: Class 48 contains 318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194660800.000000 Penalty: 107337.335938
Iteration 100F: 47 clusters Score -1.946608e+08 nChanged 17982
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 126151 members 
Mstep: Class 2 contains 48966 members 
Mstep: Class 3 contains 9253 members 
Mstep: Class 4 contains 10765 members 
Mstep: Class 5 contains 89202 members 
Mstep: Class 6 contains 37657 members 
Mstep: Class 7 contains 459 members 
Mstep: Class 8 contains 111811 members 
Mstep: Class 9 contains 196022 members 
Mstep: Class 10 contains 122256 members 
Mstep: Class 11 contains 2165 members 
Mstep: Class 12 contains 9515 members 
Mstep: Class 13 contains 234 members 
Mstep: Class 14 contains 769 members 
Mstep: Class 15 contains 6466 members 
Mstep: Class 16 contains 16686 members 
Mstep: Class 17 contains 16251 members 
Mstep: Class 18 contains 12105 members 
Mstep: Class 19 contains 110817 members 
Mstep: Class 20 contains 1094 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 1581 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 29473 members 
Mstep: Class 25 contains 102495 members 
Mstep: Class 26 contains 216 members 
Mstep: Class 27 contains 475 members 
Mstep: Class 28 contains 114361 members 
Mstep: Class 29 contains 93096 members 
Mstep: Class 30 contains 83457 members 
Mstep: Class 31 contains 11492 members 
Mstep: Class 33 contains 357 members 
Mstep: Class 34 contains 3652 members 
Mstep: Class 35 contains 977 members 
Mstep: Class 36 contains 56198 members 
Mstep: Class 37 contains 65029 members 
Mstep: Class 38 contains 397 members 
Mstep: Class 39 contains 1155 members 
Mstep: Class 40 contains 102113 members 
Mstep: Class 41 contains 31762 members 
Mstep: Class 42 contains 589 members 
Mstep: Class 44 contains 92688 members 
Mstep: Class 45 contains 229 members 
Mstep: Class 46 contains 509 members 
Mstep: Class 47 contains 519 members 
Mstep: Class 48 contains 327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194662000.000000 Penalty: 107337.335938
Iteration 101Q: 47 clusters Score -1.94662e+08 nChanged 17011
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 125524 members 
Mstep: Class 2 contains 48877 members 
Mstep: Class 3 contains 9159 members 
Mstep: Class 4 contains 10821 members 
Mstep: Class 5 contains 88051 members 
Mstep: Class 6 contains 37763 members 
Mstep: Class 7 contains 458 members 
Mstep: Class 8 contains 111583 members 
Mstep: Class 9 contains 196006 members 
Mstep: Class 10 contains 124399 members 
Mstep: Class 11 contains 2187 members 
Mstep: Class 12 contains 9514 members 
Mstep: Class 13 contains 226 members 
Mstep: Class 14 contains 769 members 
Mstep: Class 15 contains 6489 members 
Mstep: Class 16 contains 16662 members 
Mstep: Class 17 contains 16228 members 
Mstep: Class 18 contains 12158 members 
Mstep: Class 19 contains 111171 members 
Mstep: Class 20 contains 1094 members 
Mstep: Class 21 contains 476 members 
Mstep: Class 22 contains 1580 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 28765 members 
Mstep: Class 25 contains 103686 members 
Mstep: Class 26 contains 215 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 113057 members 
Mstep: Class 29 contains 92885 members 
Mstep: Class 30 contains 83355 members 
Mstep: Class 31 contains 11835 members 
Mstep: Class 33 contains 362 members 
Mstep: Class 34 contains 3653 members 
Mstep: Class 35 contains 990 members 
Mstep: Class 36 contains 57755 members 
Mstep: Class 37 contains 65125 members 
Mstep: Class 38 contains 400 members 
Mstep: Class 39 contains 1155 members 
Mstep: Class 40 contains 102086 members 
Mstep: Class 41 contains 31704 members 
Mstep: Class 42 contains 588 members 
Mstep: Class 44 contains 91394 members 
Mstep: Class 45 contains 231 members 
Mstep: Class 46 contains 510 members 
Mstep: Class 47 contains 519 members 
Mstep: Class 48 contains 328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194663520.000000 Penalty: 107337.335938
Iteration 102Q: 47 clusters Score -1.946635e+08 nChanged 16223
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 124848 members 
Mstep: Class 2 contains 48812 members 
Mstep: Class 3 contains 9052 members 
Mstep: Class 4 contains 10881 members 
Mstep: Class 5 contains 86941 members 
Mstep: Class 6 contains 37874 members 
Mstep: Class 7 contains 458 members 
Mstep: Class 8 contains 111260 members 
Mstep: Class 9 contains 196001 members 
Mstep: Class 10 contains 126296 members 
Mstep: Class 11 contains 2208 members 
Mstep: Class 12 contains 9517 members 
Mstep: Class 13 contains 223 members 
Mstep: Class 14 contains 769 members 
Mstep: Class 15 contains 6501 members 
Mstep: Class 16 contains 16656 members 
Mstep: Class 17 contains 16199 members 
Mstep: Class 18 contains 12203 members 
Mstep: Class 19 contains 111374 members 
Mstep: Class 20 contains 1092 members 
Mstep: Class 21 contains 480 members 
Mstep: Class 22 contains 1580 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 28135 members 
Mstep: Class 25 contains 105036 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 475 members 
Mstep: Class 28 contains 112094 members 
Mstep: Class 29 contains 92712 members 
Mstep: Class 30 contains 83249 members 
Mstep: Class 31 contains 12244 members 
Mstep: Class 33 contains 360 members 
Mstep: Class 34 contains 3655 members 
Mstep: Class 35 contains 1003 members 
Mstep: Class 36 contains 59339 members 
Mstep: Class 37 contains 65115 members 
Mstep: Class 38 contains 400 members 
Mstep: Class 39 contains 1155 members 
Mstep: Class 40 contains 101659 members 
Mstep: Class 41 contains 31652 members 
Mstep: Class 42 contains 585 members 
Mstep: Class 44 contains 90368 members 
Mstep: Class 45 contains 231 members 
Mstep: Class 46 contains 509 members 
Mstep: Class 47 contains 519 members 
Mstep: Class 48 contains 334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194665584.000000 Penalty: 107337.335938
Iteration 103Q: 47 clusters Score -1.946656e+08 nChanged 15178
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 124200 members 
Mstep: Class 2 contains 48728 members 
Mstep: Class 3 contains 8915 members 
Mstep: Class 4 contains 10943 members 
Mstep: Class 5 contains 85905 members 
Mstep: Class 6 contains 37995 members 
Mstep: Class 7 contains 458 members 
Mstep: Class 8 contains 110959 members 
Mstep: Class 9 contains 195976 members 
Mstep: Class 10 contains 127462 members 
Mstep: Class 11 contains 2231 members 
Mstep: Class 12 contains 9530 members 
Mstep: Class 13 contains 223 members 
Mstep: Class 14 contains 769 members 
Mstep: Class 15 contains 6481 members 
Mstep: Class 16 contains 16658 members 
Mstep: Class 17 contains 16164 members 
Mstep: Class 18 contains 12251 members 
Mstep: Class 19 contains 111726 members 
Mstep: Class 20 contains 1091 members 
Mstep: Class 21 contains 486 members 
Mstep: Class 22 contains 1581 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 27403 members 
Mstep: Class 25 contains 106306 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 475 members 
Mstep: Class 28 contains 111576 members 
Mstep: Class 29 contains 92546 members 
Mstep: Class 30 contains 83162 members 
Mstep: Class 31 contains 12620 members 
Mstep: Class 33 contains 360 members 
Mstep: Class 34 contains 3659 members 
Mstep: Class 35 contains 1015 members 
Mstep: Class 36 contains 60944 members 
Mstep: Class 37 contains 65068 members 
Mstep: Class 38 contains 401 members 
Mstep: Class 39 contains 1157 members 
Mstep: Class 40 contains 100897 members 
Mstep: Class 41 contains 31590 members 
Mstep: Class 42 contains 585 members 
Mstep: Class 44 contains 89972 members 
Mstep: Class 45 contains 231 members 
Mstep: Class 46 contains 509 members 
Mstep: Class 47 contains 518 members 
Mstep: Class 48 contains 329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194666096.000000 Penalty: 107337.335938
Iteration 104Q: 47 clusters Score -1.946661e+08 nChanged 14220
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 123605 members 
Mstep: Class 2 contains 48666 members 
Mstep: Class 3 contains 8757 members 
Mstep: Class 4 contains 10992 members 
Mstep: Class 5 contains 84888 members 
Mstep: Class 6 contains 38110 members 
Mstep: Class 7 contains 458 members 
Mstep: Class 8 contains 110677 members 
Mstep: Class 9 contains 195949 members 
Mstep: Class 10 contains 127850 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 9544 members 
Mstep: Class 13 contains 223 members 
Mstep: Class 14 contains 769 members 
Mstep: Class 15 contains 6488 members 
Mstep: Class 16 contains 16659 members 
Mstep: Class 17 contains 16126 members 
Mstep: Class 18 contains 12279 members 
Mstep: Class 19 contains 111991 members 
Mstep: Class 20 contains 1091 members 
Mstep: Class 21 contains 488 members 
Mstep: Class 22 contains 1580 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 26592 members 
Mstep: Class 25 contains 107652 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 111454 members 
Mstep: Class 29 contains 92436 members 
Mstep: Class 30 contains 83098 members 
Mstep: Class 31 contains 13039 members 
Mstep: Class 33 contains 361 members 
Mstep: Class 34 contains 3660 members 
Mstep: Class 35 contains 1023 members 
Mstep: Class 36 contains 62564 members 
Mstep: Class 37 contains 65050 members 
Mstep: Class 38 contains 402 members 
Mstep: Class 39 contains 1157 members 
Mstep: Class 40 contains 100006 members 
Mstep: Class 41 contains 31539 members 
Mstep: Class 42 contains 583 members 
Mstep: Class 44 contains 89933 members 
Mstep: Class 45 contains 229 members 
Mstep: Class 46 contains 510 members 
Mstep: Class 47 contains 517 members 
Mstep: Class 48 contains 327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194667088.000000 Penalty: 107337.335938
Iteration 105Q: 47 clusters Score -1.946671e+08 nChanged 13342
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 122977 members 
Mstep: Class 2 contains 48630 members 
Mstep: Class 3 contains 8611 members 
Mstep: Class 4 contains 11045 members 
Mstep: Class 5 contains 83909 members 
Mstep: Class 6 contains 38212 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 110354 members 
Mstep: Class 9 contains 195966 members 
Mstep: Class 10 contains 127778 members 
Mstep: Class 11 contains 2283 members 
Mstep: Class 12 contains 9557 members 
Mstep: Class 13 contains 223 members 
Mstep: Class 14 contains 769 members 
Mstep: Class 15 contains 6446 members 
Mstep: Class 16 contains 16659 members 
Mstep: Class 17 contains 16101 members 
Mstep: Class 18 contains 12303 members 
Mstep: Class 19 contains 112398 members 
Mstep: Class 20 contains 1091 members 
Mstep: Class 21 contains 492 members 
Mstep: Class 22 contains 1581 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 26025 members 
Mstep: Class 25 contains 109013 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 111462 members 
Mstep: Class 29 contains 92367 members 
Mstep: Class 30 contains 83017 members 
Mstep: Class 31 contains 13479 members 
Mstep: Class 33 contains 359 members 
Mstep: Class 34 contains 3662 members 
Mstep: Class 35 contains 1030 members 
Mstep: Class 36 contains 64188 members 
Mstep: Class 37 contains 64894 members 
Mstep: Class 38 contains 402 members 
Mstep: Class 39 contains 1157 members 
Mstep: Class 40 contains 99032 members 
Mstep: Class 41 contains 31481 members 
Mstep: Class 42 contains 580 members 
Mstep: Class 44 contains 90006 members 
Mstep: Class 45 contains 229 members 
Mstep: Class 46 contains 511 members 
Mstep: Class 47 contains 518 members 
Mstep: Class 48 contains 327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194666544.000000 Penalty: 107337.335938
Iteration 106Q: 47 clusters Score -1.946665e+08 nChanged 13059
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 122400 members 
Mstep: Class 2 contains 48613 members 
Mstep: Class 3 contains 8485 members 
Mstep: Class 4 contains 11084 members 
Mstep: Class 5 contains 82941 members 
Mstep: Class 6 contains 38320 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 110087 members 
Mstep: Class 9 contains 195933 members 
Mstep: Class 10 contains 127320 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 9573 members 
Mstep: Class 13 contains 222 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 6379 members 
Mstep: Class 16 contains 16671 members 
Mstep: Class 17 contains 16085 members 
Mstep: Class 18 contains 12346 members 
Mstep: Class 19 contains 112840 members 
Mstep: Class 20 contains 1091 members 
Mstep: Class 21 contains 495 members 
Mstep: Class 22 contains 1580 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 25362 members 
Mstep: Class 25 contains 110262 members 
Mstep: Class 26 contains 210 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 111710 members 
Mstep: Class 29 contains 92247 members 
Mstep: Class 30 contains 82942 members 
Mstep: Class 31 contains 13958 members 
Mstep: Class 33 contains 362 members 
Mstep: Class 34 contains 3667 members 
Mstep: Class 35 contains 1039 members 
Mstep: Class 36 contains 65798 members 
Mstep: Class 37 contains 64777 members 
Mstep: Class 38 contains 401 members 
Mstep: Class 39 contains 1157 members 
Mstep: Class 40 contains 97937 members 
Mstep: Class 41 contains 31420 members 
Mstep: Class 42 contains 574 members 
Mstep: Class 44 contains 90376 members 
Mstep: Class 45 contains 229 members 
Mstep: Class 46 contains 512 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194667616.000000 Penalty: 107337.335938
Iteration 107Q: 47 clusters Score -1.946676e+08 nChanged 12696
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 121860 members 
Mstep: Class 2 contains 48618 members 
Mstep: Class 3 contains 8356 members 
Mstep: Class 4 contains 11107 members 
Mstep: Class 5 contains 82075 members 
Mstep: Class 6 contains 38426 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 109871 members 
Mstep: Class 9 contains 195928 members 
Mstep: Class 10 contains 126282 members 
Mstep: Class 11 contains 2328 members 
Mstep: Class 12 contains 9579 members 
Mstep: Class 13 contains 220 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 6327 members 
Mstep: Class 16 contains 16672 members 
Mstep: Class 17 contains 16081 members 
Mstep: Class 18 contains 12382 members 
Mstep: Class 19 contains 113297 members 
Mstep: Class 20 contains 1091 members 
Mstep: Class 21 contains 499 members 
Mstep: Class 22 contains 1580 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 24715 members 
Mstep: Class 25 contains 111740 members 
Mstep: Class 26 contains 210 members 
Mstep: Class 27 contains 473 members 
Mstep: Class 28 contains 111912 members 
Mstep: Class 29 contains 92137 members 
Mstep: Class 30 contains 82872 members 
Mstep: Class 31 contains 14472 members 
Mstep: Class 33 contains 362 members 
Mstep: Class 34 contains 3670 members 
Mstep: Class 35 contains 1047 members 
Mstep: Class 36 contains 67289 members 
Mstep: Class 37 contains 64796 members 
Mstep: Class 38 contains 401 members 
Mstep: Class 39 contains 1157 members 
Mstep: Class 40 contains 96860 members 
Mstep: Class 41 contains 31379 members 
Mstep: Class 42 contains 570 members 
Mstep: Class 44 contains 90810 members 
Mstep: Class 45 contains 229 members 
Mstep: Class 46 contains 512 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194667552.000000 Penalty: 107337.335938
Iteration 108Q: 47 clusters Score -1.946676e+08 nChanged 12295
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 121342 members 
Mstep: Class 2 contains 48584 members 
Mstep: Class 3 contains 8221 members 
Mstep: Class 4 contains 11128 members 
Mstep: Class 5 contains 81204 members 
Mstep: Class 6 contains 38500 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 109634 members 
Mstep: Class 9 contains 195928 members 
Mstep: Class 10 contains 125472 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 9590 members 
Mstep: Class 13 contains 219 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 6263 members 
Mstep: Class 16 contains 16680 members 
Mstep: Class 17 contains 16076 members 
Mstep: Class 18 contains 12411 members 
Mstep: Class 19 contains 113791 members 
Mstep: Class 20 contains 1092 members 
Mstep: Class 21 contains 500 members 
Mstep: Class 22 contains 1580 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 24167 members 
Mstep: Class 25 contains 112948 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 112083 members 
Mstep: Class 29 contains 92004 members 
Mstep: Class 30 contains 82819 members 
Mstep: Class 31 contains 15029 members 
Mstep: Class 33 contains 362 members 
Mstep: Class 34 contains 3675 members 
Mstep: Class 35 contains 1058 members 
Mstep: Class 36 contains 68715 members 
Mstep: Class 37 contains 64840 members 
Mstep: Class 38 contains 401 members 
Mstep: Class 39 contains 1155 members 
Mstep: Class 40 contains 95671 members 
Mstep: Class 41 contains 31351 members 
Mstep: Class 42 contains 569 members 
Mstep: Class 44 contains 91368 members 
Mstep: Class 45 contains 229 members 
Mstep: Class 46 contains 512 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194667680.000000 Penalty: 107337.335938
Iteration 109Q: 47 clusters Score -1.946677e+08 nChanged 11992
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 120852 members 
Mstep: Class 2 contains 48514 members 
Mstep: Class 3 contains 8104 members 
Mstep: Class 4 contains 11154 members 
Mstep: Class 5 contains 80273 members 
Mstep: Class 6 contains 38578 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 109573 members 
Mstep: Class 9 contains 195955 members 
Mstep: Class 10 contains 124658 members 
Mstep: Class 11 contains 2358 members 
Mstep: Class 12 contains 9610 members 
Mstep: Class 13 contains 219 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 6184 members 
Mstep: Class 16 contains 16679 members 
Mstep: Class 17 contains 16069 members 
Mstep: Class 18 contains 12436 members 
Mstep: Class 19 contains 114496 members 
Mstep: Class 20 contains 1092 members 
Mstep: Class 21 contains 501 members 
Mstep: Class 22 contains 1580 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 23538 members 
Mstep: Class 25 contains 114133 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 112175 members 
Mstep: Class 29 contains 91867 members 
Mstep: Class 30 contains 82779 members 
Mstep: Class 31 contains 15576 members 
Mstep: Class 33 contains 361 members 
Mstep: Class 34 contains 3681 members 
Mstep: Class 35 contains 1067 members 
Mstep: Class 36 contains 70055 members 
Mstep: Class 37 contains 64872 members 
Mstep: Class 38 contains 402 members 
Mstep: Class 39 contains 1155 members 
Mstep: Class 40 contains 94431 members 
Mstep: Class 41 contains 31304 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 44 contains 91918 members 
Mstep: Class 45 contains 229 members 
Mstep: Class 46 contains 512 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194667712.000000 Penalty: 107337.335938
Iteration 110Q: 47 clusters Score -1.946677e+08 nChanged 11568
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 120344 members 
Mstep: Class 2 contains 48512 members 
Mstep: Class 3 contains 7980 members 
Mstep: Class 4 contains 11180 members 
Mstep: Class 5 contains 79370 members 
Mstep: Class 6 contains 38664 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 109563 members 
Mstep: Class 9 contains 195958 members 
Mstep: Class 10 contains 123858 members 
Mstep: Class 11 contains 2378 members 
Mstep: Class 12 contains 9627 members 
Mstep: Class 13 contains 219 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 6097 members 
Mstep: Class 16 contains 16680 members 
Mstep: Class 17 contains 16066 members 
Mstep: Class 18 contains 12460 members 
Mstep: Class 19 contains 115122 members 
Mstep: Class 20 contains 1092 members 
Mstep: Class 21 contains 502 members 
Mstep: Class 22 contains 1579 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 22895 members 
Mstep: Class 25 contains 115250 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 112333 members 
Mstep: Class 29 contains 91756 members 
Mstep: Class 30 contains 82751 members 
Mstep: Class 31 contains 16134 members 
Mstep: Class 33 contains 362 members 
Mstep: Class 34 contains 3682 members 
Mstep: Class 35 contains 1073 members 
Mstep: Class 36 contains 71365 members 
Mstep: Class 37 contains 64891 members 
Mstep: Class 38 contains 402 members 
Mstep: Class 39 contains 1156 members 
Mstep: Class 40 contains 93219 members 
Mstep: Class 41 contains 31261 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 44 contains 92419 members 
Mstep: Class 45 contains 229 members 
Mstep: Class 46 contains 512 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194668272.000000 Penalty: 107337.335938
Iteration 111Q: 47 clusters Score -1.946683e+08 nChanged 10801
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 119904 members 
Mstep: Class 2 contains 48505 members 
Mstep: Class 3 contains 7869 members 
Mstep: Class 4 contains 11211 members 
Mstep: Class 5 contains 78533 members 
Mstep: Class 6 contains 38761 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 109503 members 
Mstep: Class 9 contains 195978 members 
Mstep: Class 10 contains 123156 members 
Mstep: Class 11 contains 2393 members 
Mstep: Class 12 contains 9624 members 
Mstep: Class 13 contains 219 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 6009 members 
Mstep: Class 16 contains 16675 members 
Mstep: Class 17 contains 16054 members 
Mstep: Class 18 contains 12485 members 
Mstep: Class 19 contains 115735 members 
Mstep: Class 20 contains 1092 members 
Mstep: Class 21 contains 503 members 
Mstep: Class 22 contains 1578 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 22227 members 
Mstep: Class 25 contains 116258 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 112510 members 
Mstep: Class 29 contains 91688 members 
Mstep: Class 30 contains 82732 members 
Mstep: Class 31 contains 16665 members 
Mstep: Class 33 contains 362 members 
Mstep: Class 34 contains 3683 members 
Mstep: Class 35 contains 1076 members 
Mstep: Class 36 contains 72638 members 
Mstep: Class 37 contains 64904 members 
Mstep: Class 38 contains 402 members 
Mstep: Class 39 contains 1156 members 
Mstep: Class 40 contains 92076 members 
Mstep: Class 41 contains 31213 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 44 contains 92824 members 
Mstep: Class 45 contains 229 members 
Mstep: Class 46 contains 512 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194667584.000000 Penalty: 107337.335938
Iteration 112Q: 47 clusters Score -1.946676e+08 nChanged 10715
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 119446 members 
Mstep: Class 2 contains 48487 members 
Mstep: Class 3 contains 7741 members 
Mstep: Class 4 contains 11230 members 
Mstep: Class 5 contains 77749 members 
Mstep: Class 6 contains 38867 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 109394 members 
Mstep: Class 9 contains 195989 members 
Mstep: Class 10 contains 122490 members 
Mstep: Class 11 contains 2421 members 
Mstep: Class 12 contains 9629 members 
Mstep: Class 13 contains 219 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 5926 members 
Mstep: Class 16 contains 16669 members 
Mstep: Class 17 contains 16046 members 
Mstep: Class 18 contains 12509 members 
Mstep: Class 19 contains 116484 members 
Mstep: Class 20 contains 1092 members 
Mstep: Class 21 contains 503 members 
Mstep: Class 22 contains 1578 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 21624 members 
Mstep: Class 25 contains 117137 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 112617 members 
Mstep: Class 29 contains 91653 members 
Mstep: Class 30 contains 82715 members 
Mstep: Class 31 contains 17189 members 
Mstep: Class 33 contains 362 members 
Mstep: Class 34 contains 3687 members 
Mstep: Class 35 contains 1080 members 
Mstep: Class 36 contains 73924 members 
Mstep: Class 37 contains 65035 members 
Mstep: Class 38 contains 402 members 
Mstep: Class 39 contains 1156 members 
Mstep: Class 40 contains 90900 members 
Mstep: Class 41 contains 31158 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 44 contains 93093 members 
Mstep: Class 45 contains 229 members 
Mstep: Class 46 contains 512 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194667616.000000 Penalty: 107337.335938
Iteration 113Q: 47 clusters Score -1.946676e+08 nChanged 10414
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 118988 members 
Mstep: Class 2 contains 48470 members 
Mstep: Class 3 contains 7625 members 
Mstep: Class 4 contains 11252 members 
Mstep: Class 5 contains 77041 members 
Mstep: Class 6 contains 38973 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 109373 members 
Mstep: Class 9 contains 196001 members 
Mstep: Class 10 contains 121999 members 
Mstep: Class 11 contains 2441 members 
Mstep: Class 12 contains 9628 members 
Mstep: Class 13 contains 219 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 5831 members 
Mstep: Class 16 contains 16667 members 
Mstep: Class 17 contains 16031 members 
Mstep: Class 18 contains 12525 members 
Mstep: Class 19 contains 117099 members 
Mstep: Class 20 contains 1092 members 
Mstep: Class 21 contains 503 members 
Mstep: Class 22 contains 1578 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 20902 members 
Mstep: Class 25 contains 117882 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 112800 members 
Mstep: Class 29 contains 91592 members 
Mstep: Class 30 contains 82683 members 
Mstep: Class 31 contains 17684 members 
Mstep: Class 33 contains 362 members 
Mstep: Class 34 contains 3690 members 
Mstep: Class 35 contains 1082 members 
Mstep: Class 36 contains 75222 members 
Mstep: Class 37 contains 65210 members 
Mstep: Class 38 contains 402 members 
Mstep: Class 39 contains 1156 members 
Mstep: Class 40 contains 89711 members 
Mstep: Class 41 contains 31128 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 44 contains 93359 members 
Mstep: Class 45 contains 229 members 
Mstep: Class 46 contains 512 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194668464.000000 Penalty: 107337.335938
Iteration 114Q: 47 clusters Score -1.946685e+08 nChanged 9982
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 118604 members 
Mstep: Class 2 contains 48462 members 
Mstep: Class 3 contains 7517 members 
Mstep: Class 4 contains 11276 members 
Mstep: Class 5 contains 76411 members 
Mstep: Class 6 contains 39055 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 109331 members 
Mstep: Class 9 contains 196018 members 
Mstep: Class 10 contains 121441 members 
Mstep: Class 11 contains 2451 members 
Mstep: Class 12 contains 9631 members 
Mstep: Class 13 contains 219 members 
Mstep: Class 14 contains 771 members 
Mstep: Class 15 contains 5758 members 
Mstep: Class 16 contains 16663 members 
Mstep: Class 17 contains 16021 members 
Mstep: Class 18 contains 12547 members 
Mstep: Class 19 contains 117596 members 
Mstep: Class 20 contains 1093 members 
Mstep: Class 21 contains 503 members 
Mstep: Class 22 contains 1576 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 20300 members 
Mstep: Class 25 contains 118531 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 112913 members 
Mstep: Class 29 contains 91480 members 
Mstep: Class 30 contains 82651 members 
Mstep: Class 31 contains 18175 members 
Mstep: Class 33 contains 362 members 
Mstep: Class 34 contains 3689 members 
Mstep: Class 35 contains 1085 members 
Mstep: Class 36 contains 76429 members 
Mstep: Class 37 contains 65548 members 
Mstep: Class 38 contains 402 members 
Mstep: Class 39 contains 1156 members 
Mstep: Class 40 contains 88581 members 
Mstep: Class 41 contains 31106 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 44 contains 93619 members 
Mstep: Class 45 contains 229 members 
Mstep: Class 46 contains 512 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194668816.000000 Penalty: 107337.335938
Iteration 115Q: 47 clusters Score -1.946688e+08 nChanged 9711
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 118196 members 
Mstep: Class 2 contains 48436 members 
Mstep: Class 3 contains 7409 members 
Mstep: Class 4 contains 11313 members 
Mstep: Class 5 contains 75888 members 
Mstep: Class 6 contains 39146 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 109495 members 
Mstep: Class 9 contains 196037 members 
Mstep: Class 10 contains 120942 members 
Mstep: Class 11 contains 2469 members 
Mstep: Class 12 contains 9628 members 
Mstep: Class 13 contains 219 members 
Mstep: Class 14 contains 772 members 
Mstep: Class 15 contains 5680 members 
Mstep: Class 16 contains 16660 members 
Mstep: Class 17 contains 16005 members 
Mstep: Class 18 contains 12559 members 
Mstep: Class 19 contains 118070 members 
Mstep: Class 20 contains 1093 members 
Mstep: Class 21 contains 503 members 
Mstep: Class 22 contains 1576 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 19512 members 
Mstep: Class 25 contains 119092 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 112956 members 
Mstep: Class 29 contains 91422 members 
Mstep: Class 30 contains 82617 members 
Mstep: Class 31 contains 18674 members 
Mstep: Class 33 contains 362 members 
Mstep: Class 34 contains 3691 members 
Mstep: Class 35 contains 1087 members 
Mstep: Class 36 contains 77543 members 
Mstep: Class 37 contains 65884 members 
Mstep: Class 38 contains 402 members 
Mstep: Class 39 contains 1156 members 
Mstep: Class 40 contains 87465 members 
Mstep: Class 41 contains 31094 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 44 contains 93918 members 
Mstep: Class 45 contains 229 members 
Mstep: Class 46 contains 512 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194668784.000000 Penalty: 107337.335938
Iteration 116Q: 47 clusters Score -1.946688e+08 nChanged 9984
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 117840 members 
Mstep: Class 2 contains 48373 members 
Mstep: Class 3 contains 7306 members 
Mstep: Class 4 contains 11347 members 
Mstep: Class 5 contains 75426 members 
Mstep: Class 6 contains 39207 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 109603 members 
Mstep: Class 9 contains 196034 members 
Mstep: Class 10 contains 120342 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 12 contains 9629 members 
Mstep: Class 13 contains 219 members 
Mstep: Class 14 contains 772 members 
Mstep: Class 15 contains 5619 members 
Mstep: Class 16 contains 16656 members 
Mstep: Class 17 contains 16002 members 
Mstep: Class 18 contains 12572 members 
Mstep: Class 19 contains 118670 members 
Mstep: Class 20 contains 1093 members 
Mstep: Class 21 contains 503 members 
Mstep: Class 22 contains 1577 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 18784 members 
Mstep: Class 25 contains 119438 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 113002 members 
Mstep: Class 29 contains 91369 members 
Mstep: Class 30 contains 82605 members 
Mstep: Class 31 contains 19195 members 
Mstep: Class 33 contains 362 members 
Mstep: Class 34 contains 3692 members 
Mstep: Class 35 contains 1087 members 
Mstep: Class 36 contains 78724 members 
Mstep: Class 37 contains 66194 members 
Mstep: Class 38 contains 402 members 
Mstep: Class 39 contains 1157 members 
Mstep: Class 40 contains 86290 members 
Mstep: Class 41 contains 31080 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 44 contains 94296 members 
Mstep: Class 45 contains 229 members 
Mstep: Class 46 contains 512 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194668832.000000 Penalty: 107337.335938
Iteration 117Q: 47 clusters Score -1.946688e+08 nChanged 10364
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 117494 members 
Mstep: Class 2 contains 48329 members 
Mstep: Class 3 contains 7210 members 
Mstep: Class 4 contains 11367 members 
Mstep: Class 5 contains 74986 members 
Mstep: Class 6 contains 39273 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 109788 members 
Mstep: Class 9 contains 196038 members 
Mstep: Class 10 contains 119628 members 
Mstep: Class 11 contains 2532 members 
Mstep: Class 12 contains 9623 members 
Mstep: Class 13 contains 219 members 
Mstep: Class 14 contains 772 members 
Mstep: Class 15 contains 5579 members 
Mstep: Class 16 contains 16667 members 
Mstep: Class 17 contains 16001 members 
Mstep: Class 18 contains 12578 members 
Mstep: Class 19 contains 119428 members 
Mstep: Class 20 contains 1093 members 
Mstep: Class 21 contains 503 members 
Mstep: Class 22 contains 1577 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 18132 members 
Mstep: Class 25 contains 119688 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 113015 members 
Mstep: Class 29 contains 91321 members 
Mstep: Class 30 contains 82580 members 
Mstep: Class 31 contains 19773 members 
Mstep: Class 33 contains 362 members 
Mstep: Class 34 contains 3693 members 
Mstep: Class 35 contains 1088 members 
Mstep: Class 36 contains 79859 members 
Mstep: Class 37 contains 66446 members 
Mstep: Class 38 contains 402 members 
Mstep: Class 39 contains 1157 members 
Mstep: Class 40 contains 85145 members 
Mstep: Class 41 contains 31086 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 44 contains 94539 members 
Mstep: Class 45 contains 229 members 
Mstep: Class 46 contains 512 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194668688.000000 Penalty: 107337.335938
Iteration 118Q: 47 clusters Score -1.946687e+08 nChanged 10423
Entering ConstructFrom: 
Score: -194668688.000000 Penalty: 107337.335938
Entering ConstructFrom: 
Trying to split cluster 1 (117176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117176 members 
Entering Unmasked Estep 
Score: -13275272.000000 Penalty: 1896.607788
	Iteration 0F: 2 clusters Score -1.327527e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58514 members 
Mstep: Class 2 contains 58662 members 
Entering Unmasked Estep 
Score: -13196963.000000 Penalty: 3793.215576
	Iteration 0F: 3 clusters Score -1.319696e+07 nChanged 56461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56987 members 
Mstep: Class 2 contains 60189 members 
Entering Unmasked Estep 
Score: -13229747.000000 Penalty: 3793.215576
	Iteration 1F: 3 clusters Score -1.322975e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55912 members 
Mstep: Class 2 contains 61264 members 
Entering Unmasked Estep 
Score: -13230840.000000 Penalty: 3793.215576
	Iteration 2Q: 3 clusters Score -1.323084e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54234 members 
Mstep: Class 2 contains 62942 members 
Entering Unmasked Estep 
Score: -13232449.000000 Penalty: 3793.215576
	Iteration 3Q: 3 clusters Score -1.323245e+07 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51725 members 
Mstep: Class 2 contains 65451 members 
Entering Unmasked Estep 
Score: -13234900.000000 Penalty: 3793.215576
	Iteration 4Q: 3 clusters Score -1.32349e+07 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48091 members 
Mstep: Class 2 contains 69085 members 
Entering Unmasked Estep 
Score: -13238160.000000 Penalty: 3793.215576
	Iteration 5F: 3 clusters Score -1.323816e+07 nChanged 7195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43190 members 
Mstep: Class 2 contains 73986 members 
Entering Unmasked Estep 
Score: -13242392.000000 Penalty: 3793.215576
	Iteration 6F: 3 clusters Score -1.324239e+07 nChanged 7628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37298 members 
Mstep: Class 2 contains 79878 members 
Entering Unmasked Estep 
Score: -13247470.000000 Penalty: 3793.215576
	Iteration 7F: 3 clusters Score -1.324747e+07 nChanged 7459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30851 members 
Mstep: Class 2 contains 86325 members 
Entering Unmasked Estep 
Score: -13252862.000000 Penalty: 3793.215576
	Iteration 8F: 3 clusters Score -1.325286e+07 nChanged 6785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 92540 members 
Entering Unmasked Estep 
Score: -13258706.000000 Penalty: 3793.215576
	Iteration 9F: 3 clusters Score -1.325871e+07 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 97654 members 
Entering Unmasked Estep 
Score: -13264201.000000 Penalty: 3793.215576
	Iteration 10Q: 3 clusters Score -1.32642e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 101286 members 
Entering Unmasked Estep 
Score: -13267538.000000 Penalty: 3793.215576
	Iteration 11Q: 3 clusters Score -1.326754e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 103828 members 
Entering Unmasked Estep 
Score: -13269244.000000 Penalty: 3793.215576
	Iteration 12Q: 3 clusters Score -1.326924e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 105914 members 
Entering Unmasked Estep 
Score: -13270384.000000 Penalty: 3793.215576
	Iteration 13Q: 3 clusters Score -1.327038e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 107608 members 
Entering Unmasked Estep 
Score: -13271310.000000 Penalty: 3793.215576
	Iteration 14Q: 3 clusters Score -1.327131e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 108995 members 
Entering Unmasked Estep 
Score: -13271986.000000 Penalty: 3793.215576
	Iteration 15Q: 3 clusters Score -1.327199e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 110127 members 
Entering Unmasked Estep 
Score: -13272574.000000 Penalty: 3793.215576
	Iteration 16Q: 3 clusters Score -1.327257e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 111094 members 
Entering Unmasked Estep 
Score: -13273007.000000 Penalty: 3793.215576
	Iteration 17Q: 3 clusters Score -1.327301e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 111865 members 
Entering Unmasked Estep 
Score: -13273310.000000 Penalty: 3793.215576
	Iteration 18Q: 3 clusters Score -1.327331e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 112474 members 
Entering Unmasked Estep 
Score: -13273546.000000 Penalty: 3793.215576
	Iteration 19Q: 3 clusters Score -1.327355e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 112930 members 
Entering Unmasked Estep 
Score: -13273716.000000 Penalty: 3793.215576
	Iteration 20F: 3 clusters Score -1.327372e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 113299 members 
Entering Unmasked Estep 
Score: -13273829.000000 Penalty: 3793.215576
	Iteration 21Q: 3 clusters Score -1.327383e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 113601 members 
Entering Unmasked Estep 
Score: -13273903.000000 Penalty: 3793.215576
	Iteration 22Q: 3 clusters Score -1.32739e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 113836 members 
Entering Unmasked Estep 
Score: -13274007.000000 Penalty: 3793.215576
	Iteration 23Q: 3 clusters Score -1.327401e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 114042 members 
Entering Unmasked Estep 
Score: -13274063.000000 Penalty: 3793.215576
	Iteration 24Q: 3 clusters Score -1.327406e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 114193 members 
Entering Unmasked Estep 
Score: -13274097.000000 Penalty: 3793.215576
	Iteration 25Q: 3 clusters Score -1.32741e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 114324 members 
Entering Unmasked Estep 
Score: -13274115.000000 Penalty: 3793.215576
	Iteration 26Q: 3 clusters Score -1.327412e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 114416 members 
Entering Unmasked Estep 
Score: -13274137.000000 Penalty: 3793.215576
	Iteration 27Q: 3 clusters Score -1.327414e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 114488 members 
Entering Unmasked Estep 
Score: -13274159.000000 Penalty: 3793.215576
	Iteration 28Q: 3 clusters Score -1.327416e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 114546 members 
Entering Unmasked Estep 
Score: -13274191.000000 Penalty: 3793.215576
	Iteration 29Q: 3 clusters Score -1.327419e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 114590 members 
Entering Unmasked Estep 
Score: -13274212.000000 Penalty: 3793.215576
	Iteration 30Q: 3 clusters Score -1.327421e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 114640 members 
Entering Unmasked Estep 
Score: -13274218.000000 Penalty: 3793.215576
	Iteration 31Q: 3 clusters Score -1.327422e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 114677 members 
Entering Unmasked Estep 
Score: -13274238.000000 Penalty: 3793.215576
	Iteration 32Q: 3 clusters Score -1.327424e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 114700 members 
Entering Unmasked Estep 
Score: -13274252.000000 Penalty: 3793.215576
	Iteration 33Q: 3 clusters Score -1.327425e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 114734 members 
Entering Unmasked Estep 
Score: -13274251.000000 Penalty: 3793.215576
	Iteration 34Q: 3 clusters Score -1.327425e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 114759 members 
Entering Unmasked Estep 
Score: -13274261.000000 Penalty: 3793.215576
	Iteration 35Q: 3 clusters Score -1.327426e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 114783 members 
Entering Unmasked Estep 
Score: -13274276.000000 Penalty: 3793.215576
	Iteration 36Q: 3 clusters Score -1.327428e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 114815 members 
Entering Unmasked Estep 
Score: -13274255.000000 Penalty: 3793.215576
	Iteration 37Q: 3 clusters Score -1.327426e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 114845 members 
Entering Unmasked Estep 
Score: -13274253.000000 Penalty: 3793.215576
	Iteration 38Q: 3 clusters Score -1.327425e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 114874 members 
Entering Unmasked Estep 
Score: -13274276.000000 Penalty: 3793.215576
	Iteration 39Q: 3 clusters Score -1.327428e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 114895 members 
Entering Unmasked Estep 
Score: -13274270.000000 Penalty: 3793.215576
	Iteration 40F: 3 clusters Score -1.327427e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 114926 members 
Entering Unmasked Estep 
Score: -13274267.000000 Penalty: 3793.215576
	Iteration 41Q: 3 clusters Score -1.327427e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 114940 members 
Entering Unmasked Estep 
Score: -13274250.000000 Penalty: 3793.215576
	Iteration 42Q: 3 clusters Score -1.327425e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 114954 members 
Entering Unmasked Estep 
Score: -13274244.000000 Penalty: 3793.215576
	Iteration 43Q: 3 clusters Score -1.327424e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 114963 members 
Entering Unmasked Estep 
Score: -13274246.000000 Penalty: 3793.215576
	Iteration 44Q: 3 clusters Score -1.327425e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 114976 members 
Entering Unmasked Estep 
Score: -13274257.000000 Penalty: 3793.215576
	Iteration 45Q: 3 clusters Score -1.327426e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 114990 members 
Entering Unmasked Estep 
Score: -13274252.000000 Penalty: 3793.215576
	Iteration 46Q: 3 clusters Score -1.327425e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 115002 members 
Entering Unmasked Estep 
Score: -13274252.000000 Penalty: 3793.215576
	Iteration 47Q: 3 clusters Score -1.327425e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 115021 members 
Entering Unmasked Estep 
Score: -13274259.000000 Penalty: 3793.215576
	Iteration 48Q: 3 clusters Score -1.327426e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 115046 members 
Entering Unmasked Estep 
Score: -13274271.000000 Penalty: 3793.215576
	Iteration 49Q: 3 clusters Score -1.327427e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 115064 members 
Entering Unmasked Estep 
Score: -13274266.000000 Penalty: 3793.215576
	Iteration 50Q: 3 clusters Score -1.327427e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 115079 members 
Entering Unmasked Estep 
Score: -13274268.000000 Penalty: 3793.215576
	Iteration 51Q: 3 clusters Score -1.327427e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 115095 members 
Entering Unmasked Estep 
Score: -13274261.000000 Penalty: 3793.215576
	Iteration 52Q: 3 clusters Score -1.327426e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 115105 members 
Entering Unmasked Estep 
Score: -13274253.000000 Penalty: 3793.215576
	Iteration 53Q: 3 clusters Score -1.327425e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 115115 members 
Entering Unmasked Estep 
Score: -13274243.000000 Penalty: 3793.215576
	Iteration 54Q: 3 clusters Score -1.327424e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 115126 members 
Entering Unmasked Estep 
Score: -13274257.000000 Penalty: 3793.215576
	Iteration 55Q: 3 clusters Score -1.327426e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 115139 members 
Entering Unmasked Estep 
Score: -13274260.000000 Penalty: 3793.215576
	Iteration 56Q: 3 clusters Score -1.327426e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 115146 members 
Entering Unmasked Estep 
Score: -13274261.000000 Penalty: 3793.215576
	Iteration 57Q: 3 clusters Score -1.327426e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 115150 members 
Entering Unmasked Estep 
Score: -13274266.000000 Penalty: 3793.215576
	Iteration 58Q: 3 clusters Score -1.327427e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 115154 members 
Entering Unmasked Estep 
Score: -13274265.000000 Penalty: 3793.215576
	Iteration 59Q: 3 clusters Score -1.327426e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 115156 members 
Entering Unmasked Estep 
Score: -13274261.000000 Penalty: 3793.215576
	Iteration 60F: 3 clusters Score -1.327426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 115157 members 
Entering Unmasked Estep 
Score: -13274267.000000 Penalty: 3793.215576
	Iteration 61Q: 3 clusters Score -1.327427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 115160 members 
Entering Unmasked Estep 
Score: -13274259.000000 Penalty: 3793.215576
	Iteration 62Q: 3 clusters Score -1.327426e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 115165 members 
Entering Unmasked Estep 
Score: -13274253.000000 Penalty: 3793.215576
	Iteration 63Q: 3 clusters Score -1.327425e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 115170 members 
Entering Unmasked Estep 
Score: -13274266.000000 Penalty: 3793.215576
	Iteration 64Q: 3 clusters Score -1.327427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 115169 members 
Entering Unmasked Estep 
Score: -13274263.000000 Penalty: 3793.215576
	Iteration 65Q: 3 clusters Score -1.327426e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 115169 members 
Entering Unmasked Estep 
Score: -13274263.000000 Penalty: 3793.215576
	Iteration 66F: 3 clusters Score -1.327426e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (48272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48272 members 
Entering Unmasked Estep 
Score: -5279205.000000 Penalty: 1752.498657
	Iteration 0F: 2 clusters Score -5279205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -5246819.000000 Penalty: 3504.997314
	Iteration 0F: 3 clusters Score -5246819 nChanged 22769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -5260256.500000 Penalty: 3504.997314
	Iteration 1F: 3 clusters Score -5260256 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -5261345.500000 Penalty: 3504.997314
	Iteration 2Q: 3 clusters Score -5261346 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -5262926.500000 Penalty: 3504.997314
	Iteration 3F: 3 clusters Score -5262926 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -5265130.000000 Penalty: 3504.997314
	Iteration 4F: 3 clusters Score -5265130 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -5267694.500000 Penalty: 3504.997314
	Iteration 5F: 3 clusters Score -5267694 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 27718 members 
Entering Unmasked Estep 
Score: -5270454.500000 Penalty: 3504.997314
	Iteration 6F: 3 clusters Score -5270454 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 28416 members 
Entering Unmasked Estep 
Score: -5273111.000000 Penalty: 3504.997314
	Iteration 7F: 3 clusters Score -5273111 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -5274981.000000 Penalty: 3504.997314
	Iteration 8F: 3 clusters Score -5274981 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -5275981.000000 Penalty: 3504.997314
	Iteration 9Q: 3 clusters Score -5275981 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -5276665.000000 Penalty: 3504.997314
	Iteration 10Q: 3 clusters Score -5276665 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 30140 members 
Entering Unmasked Estep 
Score: -5277094.000000 Penalty: 3504.997314
	Iteration 11Q: 3 clusters Score -5277094 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 30346 members 
Entering Unmasked Estep 
Score: -5277355.000000 Penalty: 3504.997314
	Iteration 12Q: 3 clusters Score -5277355 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 30512 members 
Entering Unmasked Estep 
Score: -5277516.000000 Penalty: 3504.997314
	Iteration 13Q: 3 clusters Score -5277516 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -5277613.500000 Penalty: 3504.997314
	Iteration 14Q: 3 clusters Score -5277614 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -5277668.500000 Penalty: 3504.997314
	Iteration 15Q: 3 clusters Score -5277668 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 30744 members 
Entering Unmasked Estep 
Score: -5277691.500000 Penalty: 3504.997314
	Iteration 16Q: 3 clusters Score -5277692 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 30810 members 
Entering Unmasked Estep 
Score: -5277712.500000 Penalty: 3504.997314
	Iteration 17Q: 3 clusters Score -5277712 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 30860 members 
Entering Unmasked Estep 
Score: -5277738.500000 Penalty: 3504.997314
	Iteration 18Q: 3 clusters Score -5277738 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 30894 members 
Entering Unmasked Estep 
Score: -5277747.000000 Penalty: 3504.997314
	Iteration 19Q: 3 clusters Score -5277747 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 30924 members 
Entering Unmasked Estep 
Score: -5277748.000000 Penalty: 3504.997314
	Iteration 20F: 3 clusters Score -5277748 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 30951 members 
Entering Unmasked Estep 
Score: -5277764.000000 Penalty: 3504.997314
	Iteration 21Q: 3 clusters Score -5277764 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 30971 members 
Entering Unmasked Estep 
Score: -5277765.000000 Penalty: 3504.997314
	Iteration 22Q: 3 clusters Score -5277765 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 30991 members 
Entering Unmasked Estep 
Score: -5277764.500000 Penalty: 3504.997314
	Iteration 23Q: 3 clusters Score -5277764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 31001 members 
Entering Unmasked Estep 
Score: -5277762.000000 Penalty: 3504.997314
	Iteration 24Q: 3 clusters Score -5277762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 31007 members 
Entering Unmasked Estep 
Score: -5277760.000000 Penalty: 3504.997314
	Iteration 25Q: 3 clusters Score -5277760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 31018 members 
Entering Unmasked Estep 
Score: -5277760.000000 Penalty: 3504.997314
	Iteration 26Q: 3 clusters Score -5277760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 31028 members 
Entering Unmasked Estep 
Score: -5277756.500000 Penalty: 3504.997314
	Iteration 27Q: 3 clusters Score -5277756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 31036 members 
Entering Unmasked Estep 
Score: -5277751.500000 Penalty: 3504.997314
	Iteration 28Q: 3 clusters Score -5277752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 31045 members 
Entering Unmasked Estep 
Score: -5277756.000000 Penalty: 3504.997314
	Iteration 29Q: 3 clusters Score -5277756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
Score: -5277752.000000 Penalty: 3504.997314
	Iteration 30Q: 3 clusters Score -5277752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 31057 members 
Entering Unmasked Estep 
Score: -5277742.000000 Penalty: 3504.997314
	Iteration 31Q: 3 clusters Score -5277742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -5277747.000000 Penalty: 3504.997314
	Iteration 32Q: 3 clusters Score -5277747 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 31074 members 
Entering Unmasked Estep 
Score: -5277747.500000 Penalty: 3504.997314
	Iteration 33Q: 3 clusters Score -5277748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
Score: -5277754.000000 Penalty: 3504.997314
	Iteration 34Q: 3 clusters Score -5277754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 31091 members 
Entering Unmasked Estep 
Score: -5277758.500000 Penalty: 3504.997314
	Iteration 35Q: 3 clusters Score -5277758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 31097 members 
Entering Unmasked Estep 
Score: -5277760.000000 Penalty: 3504.997314
	Iteration 36Q: 3 clusters Score -5277760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -5277758.500000 Penalty: 3504.997314
	Iteration 37Q: 3 clusters Score -5277758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 31119 members 
Entering Unmasked Estep 
Score: -5277752.000000 Penalty: 3504.997314
	Iteration 38Q: 3 clusters Score -5277752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 31125 members 
Entering Unmasked Estep 
Score: -5277754.000000 Penalty: 3504.997314
	Iteration 39Q: 3 clusters Score -5277754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 31130 members 
Entering Unmasked Estep 
Score: -5277758.000000 Penalty: 3504.997314
	Iteration 40F: 3 clusters Score -5277758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 31139 members 
Entering Unmasked Estep 
Score: -5277755.000000 Penalty: 3504.997314
	Iteration 41Q: 3 clusters Score -5277755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 31146 members 
Entering Unmasked Estep 
Score: -5277762.000000 Penalty: 3504.997314
	Iteration 42Q: 3 clusters Score -5277762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 31153 members 
Entering Unmasked Estep 
Score: -5277760.500000 Penalty: 3504.997314
	Iteration 43Q: 3 clusters Score -5277760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 31160 members 
Entering Unmasked Estep 
Score: -5277756.000000 Penalty: 3504.997314
	Iteration 44Q: 3 clusters Score -5277756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 31162 members 
Entering Unmasked Estep 
Score: -5277758.500000 Penalty: 3504.997314
	Iteration 45Q: 3 clusters Score -5277758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 31162 members 
Entering Unmasked Estep 
Score: -5277758.500000 Penalty: 3504.997314
	Iteration 46F: 3 clusters Score -5277758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Entering Unmasked Estep 
Score: -842709.125000 Penalty: 1441.322876
	Iteration 0F: 2 clusters Score -842709.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -837403.375000 Penalty: 2882.645752
	Iteration 0F: 3 clusters Score -837403.4 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -838973.687500 Penalty: 2882.645752
	Iteration 1F: 3 clusters Score -838973.7 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -839157.187500 Penalty: 2882.645752
	Iteration 2F: 3 clusters Score -839157.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -839269.375000 Penalty: 2882.645752
	Iteration 3Q: 3 clusters Score -839269.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -839359.250000 Penalty: 2882.645752
	Iteration 4Q: 3 clusters Score -839359.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -839431.875000 Penalty: 2882.645752
	Iteration 5Q: 3 clusters Score -839431.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -839503.000000 Penalty: 2882.645752
	Iteration 6Q: 3 clusters Score -839503 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -839562.250000 Penalty: 2882.645752
	Iteration 7Q: 3 clusters Score -839562.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -839619.375000 Penalty: 2882.645752
	Iteration 8Q: 3 clusters Score -839619.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -839692.500000 Penalty: 2882.645752
	Iteration 9Q: 3 clusters Score -839692.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -839775.250000 Penalty: 2882.645752
	Iteration 10Q: 3 clusters Score -839775.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -839862.687500 Penalty: 2882.645752
	Iteration 11Q: 3 clusters Score -839862.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -839972.500000 Penalty: 2882.645752
	Iteration 12Q: 3 clusters Score -839972.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -840110.000000 Penalty: 2882.645752
	Iteration 13Q: 3 clusters Score -840110 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -840289.250000 Penalty: 2882.645752
	Iteration 14Q: 3 clusters Score -840289.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -840486.062500 Penalty: 2882.645752
	Iteration 15Q: 3 clusters Score -840486.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -840695.187500 Penalty: 2882.645752
	Iteration 16Q: 3 clusters Score -840695.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -840896.625000 Penalty: 2882.645752
	Iteration 17Q: 3 clusters Score -840896.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -841071.312500 Penalty: 2882.645752
	Iteration 18Q: 3 clusters Score -841071.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -841240.687500 Penalty: 2882.645752
	Iteration 19Q: 3 clusters Score -841240.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -841362.375000 Penalty: 2882.645752
	Iteration 20F: 3 clusters Score -841362.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -841431.250000 Penalty: 2882.645752
	Iteration 21Q: 3 clusters Score -841431.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -841475.062500 Penalty: 2882.645752
	Iteration 22Q: 3 clusters Score -841475.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -841491.625000 Penalty: 2882.645752
	Iteration 23Q: 3 clusters Score -841491.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -841507.687500 Penalty: 2882.645752
	Iteration 24Q: 3 clusters Score -841507.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -841522.125000 Penalty: 2882.645752
	Iteration 25Q: 3 clusters Score -841522.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -841532.312500 Penalty: 2882.645752
	Iteration 26Q: 3 clusters Score -841532.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -841540.125000 Penalty: 2882.645752
	Iteration 27Q: 3 clusters Score -841540.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -841547.750000 Penalty: 2882.645752
	Iteration 28Q: 3 clusters Score -841547.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -841551.937500 Penalty: 2882.645752
	Iteration 29Q: 3 clusters Score -841551.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -841558.000000 Penalty: 2882.645752
	Iteration 30Q: 3 clusters Score -841558 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -841562.812500 Penalty: 2882.645752
	Iteration 31Q: 3 clusters Score -841562.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -841571.375000 Penalty: 2882.645752
	Iteration 32Q: 3 clusters Score -841571.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -841575.937500 Penalty: 2882.645752
	Iteration 33Q: 3 clusters Score -841575.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -841581.562500 Penalty: 2882.645752
	Iteration 34Q: 3 clusters Score -841581.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -841586.312500 Penalty: 2882.645752
	Iteration 35Q: 3 clusters Score -841586.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -841587.625000 Penalty: 2882.645752
	Iteration 36Q: 3 clusters Score -841587.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -841588.000000 Penalty: 2882.645752
	Iteration 37Q: 3 clusters Score -841588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -841590.250000 Penalty: 2882.645752
	Iteration 38Q: 3 clusters Score -841590.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -841592.562500 Penalty: 2882.645752
	Iteration 39Q: 3 clusters Score -841592.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -841594.000000 Penalty: 2882.645752
	Iteration 40F: 3 clusters Score -841594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -841596.437500 Penalty: 2882.645752
	Iteration 41Q: 3 clusters Score -841596.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -841601.000000 Penalty: 2882.645752
	Iteration 42Q: 3 clusters Score -841601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -841601.187500 Penalty: 2882.645752
	Iteration 43Q: 3 clusters Score -841601.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -841600.312500 Penalty: 2882.645752
	Iteration 44Q: 3 clusters Score -841600.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -841602.937500 Penalty: 2882.645752
	Iteration 45Q: 3 clusters Score -841602.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -841604.125000 Penalty: 2882.645752
	Iteration 46Q: 3 clusters Score -841604.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -841607.125000 Penalty: 2882.645752
	Iteration 47Q: 3 clusters Score -841607.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -841608.375000 Penalty: 2882.645752
	Iteration 48Q: 3 clusters Score -841608.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -841613.312500 Penalty: 2882.645752
	Iteration 49Q: 3 clusters Score -841613.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -841617.437500 Penalty: 2882.645752
	Iteration 50Q: 3 clusters Score -841617.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -841620.187500 Penalty: 2882.645752
	Iteration 51Q: 3 clusters Score -841620.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -841624.375000 Penalty: 2882.645752
	Iteration 52Q: 3 clusters Score -841624.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -841624.375000 Penalty: 2882.645752
	Iteration 53Q: 3 clusters Score -841624.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -841627.062500 Penalty: 2882.645752
	Iteration 54Q: 3 clusters Score -841627.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -841625.500000 Penalty: 2882.645752
	Iteration 55Q: 3 clusters Score -841625.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -841627.125000 Penalty: 2882.645752
	Iteration 56Q: 3 clusters Score -841627.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -841628.500000 Penalty: 2882.645752
	Iteration 57Q: 3 clusters Score -841628.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -841628.500000 Penalty: 2882.645752
	Iteration 58F: 3 clusters Score -841628.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Entering Unmasked Estep 
Score: -1190007.000000 Penalty: 1517.744141
	Iteration 0F: 2 clusters Score -1190007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1181872.750000 Penalty: 3035.488281
	Iteration 0F: 3 clusters Score -1181873 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1184751.625000 Penalty: 3035.488281
	Iteration 1F: 3 clusters Score -1184752 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1185187.500000 Penalty: 3035.488281
	Iteration 2F: 3 clusters Score -1185188 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1185679.500000 Penalty: 3035.488281
	Iteration 3F: 3 clusters Score -1185680 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1186272.125000 Penalty: 3035.488281
	Iteration 4F: 3 clusters Score -1186272 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1186920.375000 Penalty: 3035.488281
	Iteration 5F: 3 clusters Score -1186920 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1187444.250000 Penalty: 3035.488281
	Iteration 6F: 3 clusters Score -1187444 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1187854.000000 Penalty: 3035.488281
	Iteration 7F: 3 clusters Score -1187854 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1188120.875000 Penalty: 3035.488281
	Iteration 8Q: 3 clusters Score -1188121 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1188315.375000 Penalty: 3035.488281
	Iteration 9Q: 3 clusters Score -1188315 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1188478.375000 Penalty: 3035.488281
	Iteration 10Q: 3 clusters Score -1188478 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1188581.000000 Penalty: 3035.488281
	Iteration 11Q: 3 clusters Score -1188581 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1188656.500000 Penalty: 3035.488281
	Iteration 12Q: 3 clusters Score -1188656 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1188715.000000 Penalty: 3035.488281
	Iteration 13Q: 3 clusters Score -1188715 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1188768.250000 Penalty: 3035.488281
	Iteration 14Q: 3 clusters Score -1188768 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1188819.125000 Penalty: 3035.488281
	Iteration 15Q: 3 clusters Score -1188819 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1188874.250000 Penalty: 3035.488281
	Iteration 16Q: 3 clusters Score -1188874 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1188922.750000 Penalty: 3035.488281
	Iteration 17Q: 3 clusters Score -1188923 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1188979.500000 Penalty: 3035.488281
	Iteration 18Q: 3 clusters Score -1188980 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1189047.000000 Penalty: 3035.488281
	Iteration 19Q: 3 clusters Score -1189047 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1189130.125000 Penalty: 3035.488281
	Iteration 20F: 3 clusters Score -1189130 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1189200.375000 Penalty: 3035.488281
	Iteration 21Q: 3 clusters Score -1189200 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1189278.000000 Penalty: 3035.488281
	Iteration 22Q: 3 clusters Score -1189278 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1189338.125000 Penalty: 3035.488281
	Iteration 23Q: 3 clusters Score -1189338 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1189389.750000 Penalty: 3035.488281
	Iteration 24Q: 3 clusters Score -1189390 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1189433.500000 Penalty: 3035.488281
	Iteration 25Q: 3 clusters Score -1189434 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1189452.875000 Penalty: 3035.488281
	Iteration 26Q: 3 clusters Score -1189453 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1189472.375000 Penalty: 3035.488281
	Iteration 27Q: 3 clusters Score -1189472 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1189493.500000 Penalty: 3035.488281
	Iteration 28Q: 3 clusters Score -1189494 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1189510.625000 Penalty: 3035.488281
	Iteration 29Q: 3 clusters Score -1189511 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1189531.250000 Penalty: 3035.488281
	Iteration 30Q: 3 clusters Score -1189531 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1189542.250000 Penalty: 3035.488281
	Iteration 31Q: 3 clusters Score -1189542 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1189550.625000 Penalty: 3035.488281
	Iteration 32Q: 3 clusters Score -1189551 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1189562.000000 Penalty: 3035.488281
	Iteration 33Q: 3 clusters Score -1189562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1189573.250000 Penalty: 3035.488281
	Iteration 34Q: 3 clusters Score -1189573 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1189580.500000 Penalty: 3035.488281
	Iteration 35Q: 3 clusters Score -1189580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1189589.750000 Penalty: 3035.488281
	Iteration 36Q: 3 clusters Score -1189590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1189602.000000 Penalty: 3035.488281
	Iteration 37Q: 3 clusters Score -1189602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1189602.875000 Penalty: 3035.488281
	Iteration 38Q: 3 clusters Score -1189603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1189603.500000 Penalty: 3035.488281
	Iteration 39Q: 3 clusters Score -1189604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1189606.250000 Penalty: 3035.488281
	Iteration 40F: 3 clusters Score -1189606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1189609.500000 Penalty: 3035.488281
	Iteration 41Q: 3 clusters Score -1189610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1189611.125000 Penalty: 3035.488281
	Iteration 42Q: 3 clusters Score -1189611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1189611.125000 Penalty: 3035.488281
	Iteration 43Q: 3 clusters Score -1189611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1189611.125000 Penalty: 3035.488281
	Iteration 44Q: 3 clusters Score -1189611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1189613.875000 Penalty: 3035.488281
	Iteration 45Q: 3 clusters Score -1189614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1189613.500000 Penalty: 3035.488281
	Iteration 46Q: 3 clusters Score -1189614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1189613.250000 Penalty: 3035.488281
	Iteration 47Q: 3 clusters Score -1189613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1189613.250000 Penalty: 3035.488281
	Iteration 48F: 3 clusters Score -1189613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (74597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74597 members 
Entering Unmasked Estep 
Score: -8859010.000000 Penalty: 1823.226440
	Iteration 0F: 2 clusters Score -8859010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37449 members 
Mstep: Class 2 contains 37148 members 
Entering Unmasked Estep 
Score: -8809070.000000 Penalty: 3646.452881
	Iteration 0F: 3 clusters Score -8809070 nChanged 35633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 35567 members 
Entering Unmasked Estep 
Score: -8829710.000000 Penalty: 3646.452881
	Iteration 1F: 3 clusters Score -8829710 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39874 members 
Mstep: Class 2 contains 34723 members 
Entering Unmasked Estep 
Score: -8830319.000000 Penalty: 3646.452881
	Iteration 2Q: 3 clusters Score -8830319 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41146 members 
Mstep: Class 2 contains 33451 members 
Entering Unmasked Estep 
Score: -8831214.000000 Penalty: 3646.452881
	Iteration 3Q: 3 clusters Score -8831214 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43104 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -8832720.000000 Penalty: 3646.452881
	Iteration 4Q: 3 clusters Score -8832720 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45779 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -8835015.000000 Penalty: 3646.452881
	Iteration 5Q: 3 clusters Score -8835015 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49104 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -8838072.000000 Penalty: 3646.452881
	Iteration 6F: 3 clusters Score -8838072 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52720 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -8841529.000000 Penalty: 3646.452881
	Iteration 7F: 3 clusters Score -8841529 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56163 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -8844844.000000 Penalty: 3646.452881
	Iteration 8F: 3 clusters Score -8844844 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59051 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -8847526.000000 Penalty: 3646.452881
	Iteration 9Q: 3 clusters Score -8847526 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61357 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -8849515.000000 Penalty: 3646.452881
	Iteration 10Q: 3 clusters Score -8849515 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63108 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -8850813.000000 Penalty: 3646.452881
	Iteration 11Q: 3 clusters Score -8850813 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64628 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -8851826.000000 Penalty: 3646.452881
	Iteration 12Q: 3 clusters Score -8851826 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66062 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -8852632.000000 Penalty: 3646.452881
	Iteration 13Q: 3 clusters Score -8852632 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67424 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -8853346.000000 Penalty: 3646.452881
	Iteration 14Q: 3 clusters Score -8853346 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68704 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -8854030.000000 Penalty: 3646.452881
	Iteration 15Q: 3 clusters Score -8854030 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69845 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -8854652.000000 Penalty: 3646.452881
	Iteration 16Q: 3 clusters Score -8854652 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70810 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -8855214.000000 Penalty: 3646.452881
	Iteration 17Q: 3 clusters Score -8855214 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71653 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -8855690.000000 Penalty: 3646.452881
	Iteration 18Q: 3 clusters Score -8855690 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72353 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -8856080.000000 Penalty: 3646.452881
	Iteration 19Q: 3 clusters Score -8856080 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72936 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -8856473.000000 Penalty: 3646.452881
	Iteration 20F: 3 clusters Score -8856473 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73347 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -8856736.000000 Penalty: 3646.452881
	Iteration 21Q: 3 clusters Score -8856736 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73619 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -8856909.000000 Penalty: 3646.452881
	Iteration 22Q: 3 clusters Score -8856909 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73796 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -8857020.000000 Penalty: 3646.452881
	Iteration 23Q: 3 clusters Score -8857020 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73934 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -8857114.000000 Penalty: 3646.452881
	Iteration 24Q: 3 clusters Score -8857114 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74042 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -8857194.000000 Penalty: 3646.452881
	Iteration 25Q: 3 clusters Score -8857194 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74111 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -8857242.000000 Penalty: 3646.452881
	Iteration 26Q: 3 clusters Score -8857242 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74147 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -8857276.000000 Penalty: 3646.452881
	Iteration 27Q: 3 clusters Score -8857276 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74171 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -8857315.000000 Penalty: 3646.452881
	Iteration 28Q: 3 clusters Score -8857315 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74187 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -8857328.000000 Penalty: 3646.452881
	Iteration 29Q: 3 clusters Score -8857328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74205 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -8857344.000000 Penalty: 3646.452881
	Iteration 30Q: 3 clusters Score -8857344 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74223 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -8857351.000000 Penalty: 3646.452881
	Iteration 31Q: 3 clusters Score -8857351 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74234 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -8857359.000000 Penalty: 3646.452881
	Iteration 32Q: 3 clusters Score -8857359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74240 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -8857369.000000 Penalty: 3646.452881
	Iteration 33Q: 3 clusters Score -8857369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74241 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -8857364.000000 Penalty: 3646.452881
	Iteration 34Q: 3 clusters Score -8857364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74242 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -8857371.000000 Penalty: 3646.452881
	Iteration 35Q: 3 clusters Score -8857371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74245 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -8857373.000000 Penalty: 3646.452881
	Iteration 36Q: 3 clusters Score -8857373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74246 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -8857370.000000 Penalty: 3646.452881
	Iteration 37Q: 3 clusters Score -8857370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74246 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -8857370.000000 Penalty: 3646.452881
	Iteration 38F: 3 clusters Score -8857370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (39317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39317 members 
Entering Unmasked Estep 
Score: -4501235.000000 Penalty: 1719.154541
	Iteration 0F: 2 clusters Score -4501235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -4474826.000000 Penalty: 3438.309082
	Iteration 0F: 3 clusters Score -4474826 nChanged 18348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -4485167.500000 Penalty: 3438.309082
	Iteration 1F: 3 clusters Score -4485168 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -4485789.000000 Penalty: 3438.309082
	Iteration 2Q: 3 clusters Score -4485789 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -4486527.500000 Penalty: 3438.309082
	Iteration 3Q: 3 clusters Score -4486528 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -4487391.000000 Penalty: 3438.309082
	Iteration 4Q: 3 clusters Score -4487391 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -4488370.000000 Penalty: 3438.309082
	Iteration 5F: 3 clusters Score -4488370 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -4489470.000000 Penalty: 3438.309082
	Iteration 6F: 3 clusters Score -4489470 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -4490651.000000 Penalty: 3438.309082
	Iteration 7F: 3 clusters Score -4490651 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -4491832.500000 Penalty: 3438.309082
	Iteration 8F: 3 clusters Score -4491832 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -4492895.000000 Penalty: 3438.309082
	Iteration 9Q: 3 clusters Score -4492895 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -4493822.500000 Penalty: 3438.309082
	Iteration 10Q: 3 clusters Score -4493822 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -4494449.500000 Penalty: 3438.309082
	Iteration 11Q: 3 clusters Score -4494450 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -4494916.000000 Penalty: 3438.309082
	Iteration 12Q: 3 clusters Score -4494916 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -4495268.000000 Penalty: 3438.309082
	Iteration 13Q: 3 clusters Score -4495268 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -4495507.000000 Penalty: 3438.309082
	Iteration 14Q: 3 clusters Score -4495507 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26280 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -4495680.500000 Penalty: 3438.309082
	Iteration 15Q: 3 clusters Score -4495680 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -4495867.000000 Penalty: 3438.309082
	Iteration 16Q: 3 clusters Score -4495867 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -4496039.000000 Penalty: 3438.309082
	Iteration 17Q: 3 clusters Score -4496039 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -4496215.500000 Penalty: 3438.309082
	Iteration 18Q: 3 clusters Score -4496216 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -4496359.000000 Penalty: 3438.309082
	Iteration 19Q: 3 clusters Score -4496359 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -4496511.000000 Penalty: 3438.309082
	Iteration 20F: 3 clusters Score -4496511 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -4496690.500000 Penalty: 3438.309082
	Iteration 21Q: 3 clusters Score -4496690 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -4496862.000000 Penalty: 3438.309082
	Iteration 22Q: 3 clusters Score -4496862 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30350 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -4497075.500000 Penalty: 3438.309082
	Iteration 23Q: 3 clusters Score -4497076 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30910 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -4497328.500000 Penalty: 3438.309082
	Iteration 24Q: 3 clusters Score -4497328 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -4497535.000000 Penalty: 3438.309082
	Iteration 25Q: 3 clusters Score -4497535 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31899 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -4497730.000000 Penalty: 3438.309082
	Iteration 26Q: 3 clusters Score -4497730 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32380 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -4497933.000000 Penalty: 3438.309082
	Iteration 27Q: 3 clusters Score -4497933 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -4498144.500000 Penalty: 3438.309082
	Iteration 28Q: 3 clusters Score -4498144 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33291 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -4498358.500000 Penalty: 3438.309082
	Iteration 29Q: 3 clusters Score -4498358 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33690 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -4498527.000000 Penalty: 3438.309082
	Iteration 30Q: 3 clusters Score -4498527 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34039 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -4498650.500000 Penalty: 3438.309082
	Iteration 31Q: 3 clusters Score -4498650 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -4498775.500000 Penalty: 3438.309082
	Iteration 32Q: 3 clusters Score -4498776 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34615 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -4498861.500000 Penalty: 3438.309082
	Iteration 33Q: 3 clusters Score -4498862 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34844 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -4498937.500000 Penalty: 3438.309082
	Iteration 34Q: 3 clusters Score -4498938 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35050 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -4498970.500000 Penalty: 3438.309082
	Iteration 35Q: 3 clusters Score -4498970 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35234 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -4499015.500000 Penalty: 3438.309082
	Iteration 36Q: 3 clusters Score -4499016 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35388 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -4499071.000000 Penalty: 3438.309082
	Iteration 37Q: 3 clusters Score -4499071 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -4499111.500000 Penalty: 3438.309082
	Iteration 38Q: 3 clusters Score -4499112 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -4499148.000000 Penalty: 3438.309082
	Iteration 39Q: 3 clusters Score -4499148 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35798 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -4499182.000000 Penalty: 3438.309082
	Iteration 40F: 3 clusters Score -4499182 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35900 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -4499208.000000 Penalty: 3438.309082
	Iteration 41Q: 3 clusters Score -4499208 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36002 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -4499231.000000 Penalty: 3438.309082
	Iteration 42Q: 3 clusters Score -4499231 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -4499257.500000 Penalty: 3438.309082
	Iteration 43Q: 3 clusters Score -4499258 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36184 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -4499289.500000 Penalty: 3438.309082
	Iteration 44Q: 3 clusters Score -4499290 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36263 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -4499290.000000 Penalty: 3438.309082
	Iteration 45Q: 3 clusters Score -4499290 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36327 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -4499308.500000 Penalty: 3438.309082
	Iteration 46Q: 3 clusters Score -4499308 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36385 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -4499327.000000 Penalty: 3438.309082
	Iteration 47Q: 3 clusters Score -4499327 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36448 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -4499345.000000 Penalty: 3438.309082
	Iteration 48Q: 3 clusters Score -4499345 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36519 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -4499343.500000 Penalty: 3438.309082
	Iteration 49Q: 3 clusters Score -4499344 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36590 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -4499356.000000 Penalty: 3438.309082
	Iteration 50Q: 3 clusters Score -4499356 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36668 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -4499371.500000 Penalty: 3438.309082
	Iteration 51Q: 3 clusters Score -4499372 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36748 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -4499386.500000 Penalty: 3438.309082
	Iteration 52Q: 3 clusters Score -4499386 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36813 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -4499398.500000 Penalty: 3438.309082
	Iteration 53Q: 3 clusters Score -4499398 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -4499420.000000 Penalty: 3438.309082
	Iteration 54Q: 3 clusters Score -4499420 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36920 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -4499440.000000 Penalty: 3438.309082
	Iteration 55Q: 3 clusters Score -4499440 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36980 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -4499448.000000 Penalty: 3438.309082
	Iteration 56Q: 3 clusters Score -4499448 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37031 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -4499457.000000 Penalty: 3438.309082
	Iteration 57Q: 3 clusters Score -4499457 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37067 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -4499466.500000 Penalty: 3438.309082
	Iteration 58Q: 3 clusters Score -4499466 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37111 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -4499483.500000 Penalty: 3438.309082
	Iteration 59Q: 3 clusters Score -4499484 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37159 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -4499490.000000 Penalty: 3438.309082
	Iteration 60F: 3 clusters Score -4499490 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37210 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -4499499.500000 Penalty: 3438.309082
	Iteration 61Q: 3 clusters Score -4499500 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37252 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -4499514.500000 Penalty: 3438.309082
	Iteration 62Q: 3 clusters Score -4499514 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37284 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -4499523.500000 Penalty: 3438.309082
	Iteration 63Q: 3 clusters Score -4499524 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37318 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -4499536.500000 Penalty: 3438.309082
	Iteration 64Q: 3 clusters Score -4499536 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37349 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -4499537.000000 Penalty: 3438.309082
	Iteration 65Q: 3 clusters Score -4499537 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -4499542.000000 Penalty: 3438.309082
	Iteration 66Q: 3 clusters Score -4499542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37396 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -4499538.500000 Penalty: 3438.309082
	Iteration 67Q: 3 clusters Score -4499538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37416 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -4499542.500000 Penalty: 3438.309082
	Iteration 68Q: 3 clusters Score -4499542 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -4499538.500000 Penalty: 3438.309082
	Iteration 69Q: 3 clusters Score -4499538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37458 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -4499543.000000 Penalty: 3438.309082
	Iteration 70Q: 3 clusters Score -4499543 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37479 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -4499538.000000 Penalty: 3438.309082
	Iteration 71Q: 3 clusters Score -4499538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37488 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -4499541.000000 Penalty: 3438.309082
	Iteration 72Q: 3 clusters Score -4499541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37496 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -4499546.000000 Penalty: 3438.309082
	Iteration 73Q: 3 clusters Score -4499546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -4499546.500000 Penalty: 3438.309082
	Iteration 74Q: 3 clusters Score -4499546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37510 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -4499551.500000 Penalty: 3438.309082
	Iteration 75Q: 3 clusters Score -4499552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37518 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -4499557.000000 Penalty: 3438.309082
	Iteration 76Q: 3 clusters Score -4499557 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37533 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -4499557.500000 Penalty: 3438.309082
	Iteration 77Q: 3 clusters Score -4499558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37550 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -4499564.500000 Penalty: 3438.309082
	Iteration 78Q: 3 clusters Score -4499564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37561 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -4499567.500000 Penalty: 3438.309082
	Iteration 79Q: 3 clusters Score -4499568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37568 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -4499573.000000 Penalty: 3438.309082
	Iteration 80F: 3 clusters Score -4499573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37574 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4499577.500000 Penalty: 3438.309082
	Iteration 81Q: 3 clusters Score -4499578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -4499572.000000 Penalty: 3438.309082
	Iteration 82Q: 3 clusters Score -4499572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37590 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -4499572.500000 Penalty: 3438.309082
	Iteration 83Q: 3 clusters Score -4499572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37601 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -4499572.500000 Penalty: 3438.309082
	Iteration 84Q: 3 clusters Score -4499572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37611 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -4499575.000000 Penalty: 3438.309082
	Iteration 85Q: 3 clusters Score -4499575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37618 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -4499578.500000 Penalty: 3438.309082
	Iteration 86Q: 3 clusters Score -4499578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37624 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -4499581.500000 Penalty: 3438.309082
	Iteration 87Q: 3 clusters Score -4499582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37631 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -4499582.500000 Penalty: 3438.309082
	Iteration 88Q: 3 clusters Score -4499582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37636 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -4499585.000000 Penalty: 3438.309082
	Iteration 89Q: 3 clusters Score -4499585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37638 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -4499581.500000 Penalty: 3438.309082
	Iteration 90Q: 3 clusters Score -4499582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37642 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -4499577.500000 Penalty: 3438.309082
	Iteration 91Q: 3 clusters Score -4499578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -4499579.000000 Penalty: 3438.309082
	Iteration 92Q: 3 clusters Score -4499579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37652 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -4499577.500000 Penalty: 3438.309082
	Iteration 93Q: 3 clusters Score -4499578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37660 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -4499580.500000 Penalty: 3438.309082
	Iteration 94Q: 3 clusters Score -4499580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -4499587.500000 Penalty: 3438.309082
	Iteration 95Q: 3 clusters Score -4499588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37678 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -4499592.500000 Penalty: 3438.309082
	Iteration 96Q: 3 clusters Score -4499592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37682 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -4499593.500000 Penalty: 3438.309082
	Iteration 97Q: 3 clusters Score -4499594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37689 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -4499589.500000 Penalty: 3438.309082
	Iteration 98Q: 3 clusters Score -4499590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37697 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -4499589.500000 Penalty: 3438.309082
	Iteration 99Q: 3 clusters Score -4499590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37707 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -4499591.500000 Penalty: 3438.309082
	Iteration 100F: 3 clusters Score -4499592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37713 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -4499589.000000 Penalty: 3438.309082
	Iteration 101Q: 3 clusters Score -4499589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4499587.000000 Penalty: 3438.309082
	Iteration 102Q: 3 clusters Score -4499587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37726 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -4499591.000000 Penalty: 3438.309082
	Iteration 103Q: 3 clusters Score -4499591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37729 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -4499590.500000 Penalty: 3438.309082
	Iteration 104Q: 3 clusters Score -4499590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37732 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -4499594.000000 Penalty: 3438.309082
	Iteration 105Q: 3 clusters Score -4499594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -4499598.500000 Penalty: 3438.309082
	Iteration 106Q: 3 clusters Score -4499598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37741 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -4499595.000000 Penalty: 3438.309082
	Iteration 107Q: 3 clusters Score -4499595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37742 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -4499596.000000 Penalty: 3438.309082
	Iteration 108Q: 3 clusters Score -4499596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37743 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -4499597.000000 Penalty: 3438.309082
	Iteration 109Q: 3 clusters Score -4499597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37743 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -4499597.000000 Penalty: 3438.309082
	Iteration 110F: 3 clusters Score -4499597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Entering Unmasked Estep 
Score: -33878.550781 Penalty: 995.261047
	Iteration 0F: 2 clusters Score -33878.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -32944.789062 Penalty: 1990.522095
	Iteration 0F: 3 clusters Score -32944.79 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -33341.546875 Penalty: 1990.522095
	Iteration 1F: 3 clusters Score -33341.55 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -33587.253906 Penalty: 1990.522095
	Iteration 2F: 3 clusters Score -33587.25 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -33823.347656 Penalty: 1990.522095
	Iteration 3F: 3 clusters Score -33823.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -33922.046875 Penalty: 1990.522095
	Iteration 4Q: 3 clusters Score -33922.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -34005.167969 Penalty: 1990.522095
	Iteration 5Q: 3 clusters Score -34005.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -34051.992188 Penalty: 1990.522095
	Iteration 6Q: 3 clusters Score -34051.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -34060.628906 Penalty: 1990.522095
	Iteration 7Q: 3 clusters Score -34060.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -34069.886719 Penalty: 1990.522095
	Iteration 8Q: 3 clusters Score -34069.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -34074.234375 Penalty: 1990.522095
	Iteration 9Q: 3 clusters Score -34074.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -34077.824219 Penalty: 1990.522095
	Iteration 10Q: 3 clusters Score -34077.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -34078.570312 Penalty: 1990.522095
	Iteration 11F: 3 clusters Score -34078.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -34088.652344 Penalty: 1990.522095
	Iteration 12Q: 3 clusters Score -34088.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -34088.652344 Penalty: 1990.522095
	Iteration 13F: 3 clusters Score -34088.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 117176 members 
Mstep: Class 2 contains 48272 members 
Mstep: Class 3 contains 7113 members 
Mstep: Class 4 contains 11384 members 
Mstep: Class 5 contains 74597 members 
Mstep: Class 6 contains 39317 members 
Mstep: Class 7 contains 206 members 
Mstep: Class 8 contains 110077 members 
Mstep: Class 9 contains 196063 members 
Mstep: Class 10 contains 118893 members 
Mstep: Class 11 contains 2566 members 
Mstep: Class 12 contains 9630 members 
Mstep: Class 13 contains 219 members 
Mstep: Class 14 contains 771 members 
Mstep: Class 15 contains 5538 members 
Mstep: Class 16 contains 16682 members 
Mstep: Class 17 contains 15988 members 
Mstep: Class 18 contains 12581 members 
Mstep: Class 19 contains 120197 members 
Mstep: Class 20 contains 1093 members 
Mstep: Class 21 contains 503 members 
Mstep: Class 22 contains 1578 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 17397 members 
Mstep: Class 25 contains 119850 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 112940 members 
Mstep: Class 29 contains 91272 members 
Mstep: Class 30 contains 82550 members 
Mstep: Class 31 contains 20379 members 
Mstep: Class 32 contains 251 members 
Mstep: Class 33 contains 362 members 
Mstep: Class 34 contains 3696 members 
Mstep: Class 35 contains 1089 members 
Mstep: Class 36 contains 81028 members 
Mstep: Class 37 contains 66746 members 
Mstep: Class 38 contains 402 members 
Mstep: Class 39 contains 1157 members 
Mstep: Class 40 contains 84162 members 
Mstep: Class 41 contains 31100 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 44 contains 94603 members 
Mstep: Class 45 contains 229 members 
Mstep: Class 46 contains 512 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 327 members 
Entering Unmasked Estep 
Score: -194667456.000000 Penalty: 109670.750000
Splitting cluster 7 changes total score from -194668688.000000 to -194667456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (110077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110077 members 
Entering Unmasked Estep 
Score: -12959771.000000 Penalty: 1886.452026
	Iteration 0F: 2 clusters Score -1.295977e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55191 members 
Mstep: Class 2 contains 54886 members 
Entering Unmasked Estep 
Score: -12889354.000000 Penalty: 3772.904053
	Iteration 0F: 3 clusters Score -1.288935e+07 nChanged 52989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57666 members 
Mstep: Class 2 contains 52411 members 
Entering Unmasked Estep 
Score: -12919982.000000 Penalty: 3772.904053
	Iteration 1F: 3 clusters Score -1.291998e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59352 members 
Mstep: Class 2 contains 50725 members 
Entering Unmasked Estep 
Score: -12920692.000000 Penalty: 3772.904053
	Iteration 2Q: 3 clusters Score -1.292069e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61991 members 
Mstep: Class 2 contains 48086 members 
Entering Unmasked Estep 
Score: -12921631.000000 Penalty: 3772.904053
	Iteration 3Q: 3 clusters Score -1.292163e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66072 members 
Mstep: Class 2 contains 44005 members 
Entering Unmasked Estep 
Score: -12923375.000000 Penalty: 3772.904053
	Iteration 4Q: 3 clusters Score -1.292338e+07 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71913 members 
Mstep: Class 2 contains 38164 members 
Entering Unmasked Estep 
Score: -12926527.000000 Penalty: 3772.904053
	Iteration 5F: 3 clusters Score -1.292653e+07 nChanged 8238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80083 members 
Mstep: Class 2 contains 29994 members 
Entering Unmasked Estep 
Score: -12932197.000000 Penalty: 3772.904053
	Iteration 6F: 3 clusters Score -1.29322e+07 nChanged 9898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89967 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -12940757.000000 Penalty: 3772.904053
	Iteration 7F: 3 clusters Score -1.294076e+07 nChanged 9648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99615 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -12949688.000000 Penalty: 3772.904053
	Iteration 8F: 3 clusters Score -1.294969e+07 nChanged 6498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106113 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -12955203.000000 Penalty: 3772.904053
	Iteration 9F: 3 clusters Score -1.29552e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108907 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -12957282.000000 Penalty: 3772.904053
	Iteration 10Q: 3 clusters Score -1.295728e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109701 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -12957827.000000 Penalty: 3772.904053
	Iteration 11Q: 3 clusters Score -1.295783e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109888 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -12957987.000000 Penalty: 3772.904053
	Iteration 12Q: 3 clusters Score -1.295799e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109941 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12958063.000000 Penalty: 3772.904053
	Iteration 13Q: 3 clusters Score -1.295806e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109961 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12958112.000000 Penalty: 3772.904053
	Iteration 14Q: 3 clusters Score -1.295811e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109968 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12958131.000000 Penalty: 3772.904053
	Iteration 15Q: 3 clusters Score -1.295813e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109971 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12958151.000000 Penalty: 3772.904053
	Iteration 16Q: 3 clusters Score -1.295815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109968 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12958157.000000 Penalty: 3772.904053
	Iteration 17Q: 3 clusters Score -1.295816e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109967 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12958158.000000 Penalty: 3772.904053
	Iteration 18Q: 3 clusters Score -1.295816e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109967 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12958158.000000 Penalty: 3772.904053
	Iteration 19F: 3 clusters Score -1.295816e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (196063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196063 members 
Entering Unmasked Estep 
Score: -22463886.000000 Penalty: 1980.256104
	Iteration 0F: 2 clusters Score -2.246389e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98321 members 
Mstep: Class 2 contains 97742 members 
Entering Unmasked Estep 
Score: -22355124.000000 Penalty: 3960.512207
	Iteration 0F: 3 clusters Score -2.235512e+07 nChanged 94965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103516 members 
Mstep: Class 2 contains 92547 members 
Entering Unmasked Estep 
Score: -22413038.000000 Penalty: 3960.512207
	Iteration 1F: 3 clusters Score -2.241304e+07 nChanged 7082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107026 members 
Mstep: Class 2 contains 89037 members 
Entering Unmasked Estep 
Score: -22414932.000000 Penalty: 3960.512207
	Iteration 2Q: 3 clusters Score -2.241493e+07 nChanged 8435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112367 members 
Mstep: Class 2 contains 83696 members 
Entering Unmasked Estep 
Score: -22417672.000000 Penalty: 3960.512207
	Iteration 3Q: 3 clusters Score -2.241767e+07 nChanged 9994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119995 members 
Mstep: Class 2 contains 76068 members 
Entering Unmasked Estep 
Score: -22422254.000000 Penalty: 3960.512207
	Iteration 4F: 3 clusters Score -2.242225e+07 nChanged 11905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130142 members 
Mstep: Class 2 contains 65921 members 
Entering Unmasked Estep 
Score: -22428888.000000 Penalty: 3960.512207
	Iteration 5F: 3 clusters Score -2.242889e+07 nChanged 13316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142180 members 
Mstep: Class 2 contains 53883 members 
Entering Unmasked Estep 
Score: -22438528.000000 Penalty: 3960.512207
	Iteration 6F: 3 clusters Score -2.243853e+07 nChanged 13257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154473 members 
Mstep: Class 2 contains 41590 members 
Entering Unmasked Estep 
Score: -22448466.000000 Penalty: 3960.512207
	Iteration 7F: 3 clusters Score -2.244847e+07 nChanged 11126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164629 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -22455822.000000 Penalty: 3960.512207
	Iteration 8F: 3 clusters Score -2.245582e+07 nChanged 8211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171904 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -22459458.000000 Penalty: 3960.512207
	Iteration 9Q: 3 clusters Score -2.245946e+07 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176958 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -22461390.000000 Penalty: 3960.512207
	Iteration 10Q: 3 clusters Score -2.246139e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180601 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -22462164.000000 Penalty: 3960.512207
	Iteration 11Q: 3 clusters Score -2.246216e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183448 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -22462870.000000 Penalty: 3960.512207
	Iteration 12Q: 3 clusters Score -2.246287e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185902 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -22463294.000000 Penalty: 3960.512207
	Iteration 13Q: 3 clusters Score -2.246329e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187940 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -22463512.000000 Penalty: 3960.512207
	Iteration 14Q: 3 clusters Score -2.246351e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189561 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -22463358.000000 Penalty: 3960.512207
	Iteration 15Q: 3 clusters Score -2.246336e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190898 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -22463206.000000 Penalty: 3960.512207
	Iteration 16Q: 3 clusters Score -2.246321e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191969 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -22462954.000000 Penalty: 3960.512207
	Iteration 17Q: 3 clusters Score -2.246295e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192800 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -22462878.000000 Penalty: 3960.512207
	Iteration 18Q: 3 clusters Score -2.246288e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193437 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -22462842.000000 Penalty: 3960.512207
	Iteration 19Q: 3 clusters Score -2.246284e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193894 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -22462776.000000 Penalty: 3960.512207
	Iteration 20F: 3 clusters Score -2.246278e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194217 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -22462698.000000 Penalty: 3960.512207
	Iteration 21Q: 3 clusters Score -2.24627e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194422 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -22462650.000000 Penalty: 3960.512207
	Iteration 22Q: 3 clusters Score -2.246265e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194597 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -22462640.000000 Penalty: 3960.512207
	Iteration 23Q: 3 clusters Score -2.246264e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194716 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -22462712.000000 Penalty: 3960.512207
	Iteration 24Q: 3 clusters Score -2.246271e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194816 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -22462712.000000 Penalty: 3960.512207
	Iteration 25Q: 3 clusters Score -2.246271e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194889 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -22462718.000000 Penalty: 3960.512207
	Iteration 26Q: 3 clusters Score -2.246272e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194938 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -22462704.000000 Penalty: 3960.512207
	Iteration 27Q: 3 clusters Score -2.24627e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194975 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -22462680.000000 Penalty: 3960.512207
	Iteration 28Q: 3 clusters Score -2.246268e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195012 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -22462684.000000 Penalty: 3960.512207
	Iteration 29Q: 3 clusters Score -2.246268e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195041 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -22462666.000000 Penalty: 3960.512207
	Iteration 30Q: 3 clusters Score -2.246267e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195064 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -22462656.000000 Penalty: 3960.512207
	Iteration 31Q: 3 clusters Score -2.246266e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195087 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -22462646.000000 Penalty: 3960.512207
	Iteration 32Q: 3 clusters Score -2.246265e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195105 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -22462664.000000 Penalty: 3960.512207
	Iteration 33Q: 3 clusters Score -2.246266e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195118 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -22462662.000000 Penalty: 3960.512207
	Iteration 34Q: 3 clusters Score -2.246266e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195127 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -22462654.000000 Penalty: 3960.512207
	Iteration 35Q: 3 clusters Score -2.246265e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195144 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -22462672.000000 Penalty: 3960.512207
	Iteration 36Q: 3 clusters Score -2.246267e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195160 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -22462674.000000 Penalty: 3960.512207
	Iteration 37Q: 3 clusters Score -2.246267e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195170 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -22462654.000000 Penalty: 3960.512207
	Iteration 38Q: 3 clusters Score -2.246265e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195183 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -22462620.000000 Penalty: 3960.512207
	Iteration 39Q: 3 clusters Score -2.246262e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195194 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -22462634.000000 Penalty: 3960.512207
	Iteration 40F: 3 clusters Score -2.246263e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195201 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -22462652.000000 Penalty: 3960.512207
	Iteration 41Q: 3 clusters Score -2.246265e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195212 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -22462628.000000 Penalty: 3960.512207
	Iteration 42Q: 3 clusters Score -2.246263e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195225 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -22462630.000000 Penalty: 3960.512207
	Iteration 43Q: 3 clusters Score -2.246263e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195234 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -22462638.000000 Penalty: 3960.512207
	Iteration 44Q: 3 clusters Score -2.246264e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195236 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -22462642.000000 Penalty: 3960.512207
	Iteration 45Q: 3 clusters Score -2.246264e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195243 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -22462656.000000 Penalty: 3960.512207
	Iteration 46Q: 3 clusters Score -2.246266e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195247 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -22462642.000000 Penalty: 3960.512207
	Iteration 47Q: 3 clusters Score -2.246264e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195249 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -22462648.000000 Penalty: 3960.512207
	Iteration 48Q: 3 clusters Score -2.246265e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195256 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -22462648.000000 Penalty: 3960.512207
	Iteration 49Q: 3 clusters Score -2.246265e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195264 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -22462640.000000 Penalty: 3960.512207
	Iteration 50Q: 3 clusters Score -2.246264e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195265 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -22462624.000000 Penalty: 3960.512207
	Iteration 51Q: 3 clusters Score -2.246262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195266 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -22462638.000000 Penalty: 3960.512207
	Iteration 52Q: 3 clusters Score -2.246264e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195269 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -22462650.000000 Penalty: 3960.512207
	Iteration 53Q: 3 clusters Score -2.246265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195273 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -22462630.000000 Penalty: 3960.512207
	Iteration 54Q: 3 clusters Score -2.246263e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195275 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -22462618.000000 Penalty: 3960.512207
	Iteration 55Q: 3 clusters Score -2.246262e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195278 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -22462620.000000 Penalty: 3960.512207
	Iteration 56Q: 3 clusters Score -2.246262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195279 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -22462632.000000 Penalty: 3960.512207
	Iteration 57Q: 3 clusters Score -2.246263e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195281 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -22462632.000000 Penalty: 3960.512207
	Iteration 58Q: 3 clusters Score -2.246263e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195283 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -22462630.000000 Penalty: 3960.512207
	Iteration 59Q: 3 clusters Score -2.246263e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195285 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -22462614.000000 Penalty: 3960.512207
	Iteration 60F: 3 clusters Score -2.246261e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195286 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -22462624.000000 Penalty: 3960.512207
	Iteration 61Q: 3 clusters Score -2.246262e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195286 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -22462624.000000 Penalty: 3960.512207
	Iteration 62F: 3 clusters Score -2.246262e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (118893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118893 members 
Entering Unmasked Estep 
Score: -14116370.000000 Penalty: 1898.971558
	Iteration 0F: 2 clusters Score -1.411637e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59437 members 
Mstep: Class 2 contains 59456 members 
Entering Unmasked Estep 
Score: -14043670.000000 Penalty: 3797.943115
	Iteration 0F: 3 clusters Score -1.404367e+07 nChanged 57039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58112 members 
Mstep: Class 2 contains 60781 members 
Entering Unmasked Estep 
Score: -14077481.000000 Penalty: 3797.943115
	Iteration 1F: 3 clusters Score -1.407748e+07 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58157 members 
Mstep: Class 2 contains 60736 members 
Entering Unmasked Estep 
Score: -14078852.000000 Penalty: 3797.943115
	Iteration 2Q: 3 clusters Score -1.407885e+07 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58505 members 
Mstep: Class 2 contains 60388 members 
Entering Unmasked Estep 
Score: -14081120.000000 Penalty: 3797.943115
	Iteration 3Q: 3 clusters Score -1.408112e+07 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59276 members 
Mstep: Class 2 contains 59617 members 
Entering Unmasked Estep 
Score: -14085205.000000 Penalty: 3797.943115
	Iteration 4F: 3 clusters Score -1.40852e+07 nChanged 7937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60473 members 
Mstep: Class 2 contains 58420 members 
Entering Unmasked Estep 
Score: -14092421.000000 Penalty: 3797.943115
	Iteration 5F: 3 clusters Score -1.409242e+07 nChanged 9584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61741 members 
Mstep: Class 2 contains 57152 members 
Entering Unmasked Estep 
Score: -14103132.000000 Penalty: 3797.943115
	Iteration 6F: 3 clusters Score -1.410313e+07 nChanged 8794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62725 members 
Mstep: Class 2 contains 56168 members 
Entering Unmasked Estep 
Score: -14111261.000000 Penalty: 3797.943115
	Iteration 7F: 3 clusters Score -1.411126e+07 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63693 members 
Mstep: Class 2 contains 55200 members 
Entering Unmasked Estep 
Score: -14114394.000000 Penalty: 3797.943115
	Iteration 8Q: 3 clusters Score -1.411439e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64573 members 
Mstep: Class 2 contains 54320 members 
Entering Unmasked Estep 
Score: -14115689.000000 Penalty: 3797.943115
	Iteration 9Q: 3 clusters Score -1.411569e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65371 members 
Mstep: Class 2 contains 53522 members 
Entering Unmasked Estep 
Score: -14116463.000000 Penalty: 3797.943115
	Iteration 10Q: 3 clusters Score -1.411646e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66085 members 
Mstep: Class 2 contains 52808 members 
Entering Unmasked Estep 
Score: -14116986.000000 Penalty: 3797.943115
	Iteration 11Q: 3 clusters Score -1.411699e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66689 members 
Mstep: Class 2 contains 52204 members 
Entering Unmasked Estep 
Score: -14117323.000000 Penalty: 3797.943115
	Iteration 12Q: 3 clusters Score -1.411732e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67171 members 
Mstep: Class 2 contains 51722 members 
Entering Unmasked Estep 
Score: -14117471.000000 Penalty: 3797.943115
	Iteration 13Q: 3 clusters Score -1.411747e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67574 members 
Mstep: Class 2 contains 51319 members 
Entering Unmasked Estep 
Score: -14117529.000000 Penalty: 3797.943115
	Iteration 14Q: 3 clusters Score -1.411753e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67841 members 
Mstep: Class 2 contains 51052 members 
Entering Unmasked Estep 
Score: -14117554.000000 Penalty: 3797.943115
	Iteration 15Q: 3 clusters Score -1.411755e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68080 members 
Mstep: Class 2 contains 50813 members 
Entering Unmasked Estep 
Score: -14117558.000000 Penalty: 3797.943115
	Iteration 16Q: 3 clusters Score -1.411756e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68373 members 
Mstep: Class 2 contains 50520 members 
Entering Unmasked Estep 
Score: -14117568.000000 Penalty: 3797.943115
	Iteration 17Q: 3 clusters Score -1.411757e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68504 members 
Mstep: Class 2 contains 50389 members 
Entering Unmasked Estep 
Score: -14117552.000000 Penalty: 3797.943115
	Iteration 18Q: 3 clusters Score -1.411755e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68638 members 
Mstep: Class 2 contains 50255 members 
Entering Unmasked Estep 
Score: -14117541.000000 Penalty: 3797.943115
	Iteration 19Q: 3 clusters Score -1.411754e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68792 members 
Mstep: Class 2 contains 50101 members 
Entering Unmasked Estep 
Score: -14117576.000000 Penalty: 3797.943115
	Iteration 20F: 3 clusters Score -1.411758e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68980 members 
Mstep: Class 2 contains 49913 members 
Entering Unmasked Estep 
Score: -14117556.000000 Penalty: 3797.943115
	Iteration 21Q: 3 clusters Score -1.411756e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69149 members 
Mstep: Class 2 contains 49744 members 
Entering Unmasked Estep 
Score: -14117527.000000 Penalty: 3797.943115
	Iteration 22Q: 3 clusters Score -1.411753e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69271 members 
Mstep: Class 2 contains 49622 members 
Entering Unmasked Estep 
Score: -14117506.000000 Penalty: 3797.943115
	Iteration 23Q: 3 clusters Score -1.411751e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69395 members 
Mstep: Class 2 contains 49498 members 
Entering Unmasked Estep 
Score: -14117518.000000 Penalty: 3797.943115
	Iteration 24Q: 3 clusters Score -1.411752e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69539 members 
Mstep: Class 2 contains 49354 members 
Entering Unmasked Estep 
Score: -14117509.000000 Penalty: 3797.943115
	Iteration 25Q: 3 clusters Score -1.411751e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69719 members 
Mstep: Class 2 contains 49174 members 
Entering Unmasked Estep 
Score: -14117499.000000 Penalty: 3797.943115
	Iteration 26Q: 3 clusters Score -1.41175e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69863 members 
Mstep: Class 2 contains 49030 members 
Entering Unmasked Estep 
Score: -14117508.000000 Penalty: 3797.943115
	Iteration 27Q: 3 clusters Score -1.411751e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69881 members 
Mstep: Class 2 contains 49012 members 
Entering Unmasked Estep 
Score: -14117497.000000 Penalty: 3797.943115
	Iteration 28Q: 3 clusters Score -1.41175e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69887 members 
Mstep: Class 2 contains 49006 members 
Entering Unmasked Estep 
Score: -14117500.000000 Penalty: 3797.943115
	Iteration 29Q: 3 clusters Score -1.41175e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69895 members 
Mstep: Class 2 contains 48998 members 
Entering Unmasked Estep 
Score: -14117502.000000 Penalty: 3797.943115
	Iteration 30Q: 3 clusters Score -1.41175e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69931 members 
Mstep: Class 2 contains 48962 members 
Entering Unmasked Estep 
Score: -14117526.000000 Penalty: 3797.943115
	Iteration 31Q: 3 clusters Score -1.411753e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69976 members 
Mstep: Class 2 contains 48917 members 
Entering Unmasked Estep 
Score: -14117522.000000 Penalty: 3797.943115
	Iteration 32Q: 3 clusters Score -1.411752e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70066 members 
Mstep: Class 2 contains 48827 members 
Entering Unmasked Estep 
Score: -14117539.000000 Penalty: 3797.943115
	Iteration 33Q: 3 clusters Score -1.411754e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70146 members 
Mstep: Class 2 contains 48747 members 
Entering Unmasked Estep 
Score: -14117540.000000 Penalty: 3797.943115
	Iteration 34Q: 3 clusters Score -1.411754e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70162 members 
Mstep: Class 2 contains 48731 members 
Entering Unmasked Estep 
Score: -14117555.000000 Penalty: 3797.943115
	Iteration 35Q: 3 clusters Score -1.411756e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70182 members 
Mstep: Class 2 contains 48711 members 
Entering Unmasked Estep 
Score: -14117542.000000 Penalty: 3797.943115
	Iteration 36Q: 3 clusters Score -1.411754e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70203 members 
Mstep: Class 2 contains 48690 members 
Entering Unmasked Estep 
Score: -14117536.000000 Penalty: 3797.943115
	Iteration 37Q: 3 clusters Score -1.411754e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70228 members 
Mstep: Class 2 contains 48665 members 
Entering Unmasked Estep 
Score: -14117546.000000 Penalty: 3797.943115
	Iteration 38Q: 3 clusters Score -1.411755e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70204 members 
Mstep: Class 2 contains 48689 members 
Entering Unmasked Estep 
Score: -14117564.000000 Penalty: 3797.943115
	Iteration 39Q: 3 clusters Score -1.411756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70205 members 
Mstep: Class 2 contains 48688 members 
Entering Unmasked Estep 
Score: -14117553.000000 Penalty: 3797.943115
	Iteration 40F: 3 clusters Score -1.411755e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70208 members 
Mstep: Class 2 contains 48685 members 
Entering Unmasked Estep 
Score: -14117552.000000 Penalty: 3797.943115
	Iteration 41Q: 3 clusters Score -1.411755e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70215 members 
Mstep: Class 2 contains 48678 members 
Entering Unmasked Estep 
Score: -14117562.000000 Penalty: 3797.943115
	Iteration 42Q: 3 clusters Score -1.411756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70214 members 
Mstep: Class 2 contains 48679 members 
Entering Unmasked Estep 
Score: -14117563.000000 Penalty: 3797.943115
	Iteration 43Q: 3 clusters Score -1.411756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70213 members 
Mstep: Class 2 contains 48680 members 
Entering Unmasked Estep 
Score: -14117569.000000 Penalty: 3797.943115
	Iteration 44Q: 3 clusters Score -1.411757e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70213 members 
Mstep: Class 2 contains 48680 members 
Entering Unmasked Estep 
Score: -14117569.000000 Penalty: 3797.943115
	Iteration 45F: 3 clusters Score -1.411757e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 117176 members 
Mstep: Class 2 contains 48272 members 
Mstep: Class 3 contains 7113 members 
Mstep: Class 4 contains 11384 members 
Mstep: Class 5 contains 74597 members 
Mstep: Class 6 contains 39317 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 110077 members 
Mstep: Class 9 contains 196063 members 
Mstep: Class 10 contains 70213 members 
Mstep: Class 11 contains 2566 members 
Mstep: Class 12 contains 9630 members 
Mstep: Class 13 contains 219 members 
Mstep: Class 14 contains 771 members 
Mstep: Class 15 contains 5538 members 
Mstep: Class 16 contains 16682 members 
Mstep: Class 17 contains 15988 members 
Mstep: Class 18 contains 12581 members 
Mstep: Class 19 contains 120197 members 
Mstep: Class 20 contains 1093 members 
Mstep: Class 21 contains 503 members 
Mstep: Class 22 contains 1578 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 17397 members 
Mstep: Class 25 contains 119850 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 112940 members 
Mstep: Class 29 contains 91272 members 
Mstep: Class 30 contains 82550 members 
Mstep: Class 31 contains 20379 members 
Mstep: Class 32 contains 48680 members 
Mstep: Class 33 contains 362 members 
Mstep: Class 34 contains 3696 members 
Mstep: Class 35 contains 1089 members 
Mstep: Class 36 contains 81028 members 
Mstep: Class 37 contains 66746 members 
Mstep: Class 38 contains 402 members 
Mstep: Class 39 contains 1157 members 
Mstep: Class 40 contains 84162 members 
Mstep: Class 41 contains 31100 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 44 contains 94603 members 
Mstep: Class 45 contains 229 members 
Mstep: Class 46 contains 512 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 327 members 
Entering Unmasked Estep 
Score: -194669008.000000 Penalty: 109670.750000
Splitting cluster 10 changes total score from -194668688.000000 to -194669008.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 11 (2566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Entering Unmasked Estep 
Score: -278392.312500 Penalty: 1275.641846
	Iteration 0F: 2 clusters Score -278392.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -275956.781250 Penalty: 2551.283691
	Iteration 0F: 3 clusters Score -275956.8 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -276524.531250 Penalty: 2551.283691
	Iteration 1F: 3 clusters Score -276524.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -276629.281250 Penalty: 2551.283691
	Iteration 2F: 3 clusters Score -276629.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -276693.031250 Penalty: 2551.283691
	Iteration 3Q: 3 clusters Score -276693 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -276738.343750 Penalty: 2551.283691
	Iteration 4Q: 3 clusters Score -276738.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -276769.093750 Penalty: 2551.283691
	Iteration 5Q: 3 clusters Score -276769.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -276791.281250 Penalty: 2551.283691
	Iteration 6Q: 3 clusters Score -276791.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -276812.281250 Penalty: 2551.283691
	Iteration 7Q: 3 clusters Score -276812.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -276822.937500 Penalty: 2551.283691
	Iteration 8Q: 3 clusters Score -276822.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -276833.312500 Penalty: 2551.283691
	Iteration 9Q: 3 clusters Score -276833.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -276843.093750 Penalty: 2551.283691
	Iteration 10Q: 3 clusters Score -276843.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -276849.281250 Penalty: 2551.283691
	Iteration 11Q: 3 clusters Score -276849.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -276854.531250 Penalty: 2551.283691
	Iteration 12Q: 3 clusters Score -276854.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -276858.343750 Penalty: 2551.283691
	Iteration 13Q: 3 clusters Score -276858.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -276862.656250 Penalty: 2551.283691
	Iteration 14Q: 3 clusters Score -276862.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -276865.281250 Penalty: 2551.283691
	Iteration 15Q: 3 clusters Score -276865.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -276866.125000 Penalty: 2551.283691
	Iteration 16Q: 3 clusters Score -276866.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -276868.250000 Penalty: 2551.283691
	Iteration 17Q: 3 clusters Score -276868.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -276870.218750 Penalty: 2551.283691
	Iteration 18Q: 3 clusters Score -276870.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -276871.218750 Penalty: 2551.283691
	Iteration 19Q: 3 clusters Score -276871.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -276872.093750 Penalty: 2551.283691
	Iteration 20F: 3 clusters Score -276872.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -276872.031250 Penalty: 2551.283691
	Iteration 21Q: 3 clusters Score -276872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -276872.031250 Penalty: 2551.283691
	Iteration 22F: 3 clusters Score -276872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Entering Unmasked Estep 
Score: -1118727.625000 Penalty: 1490.553833
	Iteration 0F: 2 clusters Score -1118728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1111844.000000 Penalty: 2981.107666
	Iteration 0F: 3 clusters Score -1111844 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1113995.000000 Penalty: 2981.107666
	Iteration 1F: 3 clusters Score -1113995 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1114221.625000 Penalty: 2981.107666
	Iteration 2F: 3 clusters Score -1114222 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1114389.750000 Penalty: 2981.107666
	Iteration 3Q: 3 clusters Score -1114390 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1114511.250000 Penalty: 2981.107666
	Iteration 4Q: 3 clusters Score -1114511 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1114604.875000 Penalty: 2981.107666
	Iteration 5Q: 3 clusters Score -1114605 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1114707.125000 Penalty: 2981.107666
	Iteration 6Q: 3 clusters Score -1114707 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1114814.250000 Penalty: 2981.107666
	Iteration 7Q: 3 clusters Score -1114814 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1114936.750000 Penalty: 2981.107666
	Iteration 8Q: 3 clusters Score -1114937 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1115069.250000 Penalty: 2981.107666
	Iteration 9Q: 3 clusters Score -1115069 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1115228.000000 Penalty: 2981.107666
	Iteration 10Q: 3 clusters Score -1115228 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1115434.875000 Penalty: 2981.107666
	Iteration 11Q: 3 clusters Score -1115435 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1115673.750000 Penalty: 2981.107666
	Iteration 12Q: 3 clusters Score -1115674 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1115957.125000 Penalty: 2981.107666
	Iteration 13Q: 3 clusters Score -1115957 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1116281.625000 Penalty: 2981.107666
	Iteration 14Q: 3 clusters Score -1116282 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1116624.125000 Penalty: 2981.107666
	Iteration 15Q: 3 clusters Score -1116624 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1116890.500000 Penalty: 2981.107666
	Iteration 16Q: 3 clusters Score -1116890 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1117045.125000 Penalty: 2981.107666
	Iteration 17Q: 3 clusters Score -1117045 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1117154.625000 Penalty: 2981.107666
	Iteration 18Q: 3 clusters Score -1117155 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1117229.750000 Penalty: 2981.107666
	Iteration 19Q: 3 clusters Score -1117230 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1117279.375000 Penalty: 2981.107666
	Iteration 20F: 3 clusters Score -1117279 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1117324.500000 Penalty: 2981.107666
	Iteration 21Q: 3 clusters Score -1117324 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1117355.125000 Penalty: 2981.107666
	Iteration 22Q: 3 clusters Score -1117355 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1117380.625000 Penalty: 2981.107666
	Iteration 23Q: 3 clusters Score -1117381 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1117399.750000 Penalty: 2981.107666
	Iteration 24Q: 3 clusters Score -1117400 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1117417.625000 Penalty: 2981.107666
	Iteration 25Q: 3 clusters Score -1117418 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1117441.125000 Penalty: 2981.107666
	Iteration 26Q: 3 clusters Score -1117441 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1117452.750000 Penalty: 2981.107666
	Iteration 27Q: 3 clusters Score -1117453 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1117463.500000 Penalty: 2981.107666
	Iteration 28Q: 3 clusters Score -1117464 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1117475.375000 Penalty: 2981.107666
	Iteration 29Q: 3 clusters Score -1117475 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1117486.125000 Penalty: 2981.107666
	Iteration 30Q: 3 clusters Score -1117486 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1117496.875000 Penalty: 2981.107666
	Iteration 31Q: 3 clusters Score -1117497 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1117503.000000 Penalty: 2981.107666
	Iteration 32Q: 3 clusters Score -1117503 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1117511.500000 Penalty: 2981.107666
	Iteration 33Q: 3 clusters Score -1117512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1117518.125000 Penalty: 2981.107666
	Iteration 34Q: 3 clusters Score -1117518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1117519.750000 Penalty: 2981.107666
	Iteration 35Q: 3 clusters Score -1117520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1117520.875000 Penalty: 2981.107666
	Iteration 36Q: 3 clusters Score -1117521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1117522.875000 Penalty: 2981.107666
	Iteration 37Q: 3 clusters Score -1117523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1117523.625000 Penalty: 2981.107666
	Iteration 38Q: 3 clusters Score -1117524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1117524.625000 Penalty: 2981.107666
	Iteration 39Q: 3 clusters Score -1117525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1117525.125000 Penalty: 2981.107666
	Iteration 40F: 3 clusters Score -1117525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1117526.625000 Penalty: 2981.107666
	Iteration 41Q: 3 clusters Score -1117527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1117526.625000 Penalty: 2981.107666
	Iteration 42F: 3 clusters Score -1117527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Entering Unmasked Estep 
Score: -9268.745117 Penalty: 875.724182
	Iteration 0F: 2 clusters Score -9268.745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -8655.900391 Penalty: 1751.448364
	Iteration 0F: 3 clusters Score -8655.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8963.905273 Penalty: 1751.448364
	Iteration 1F: 3 clusters Score -8963.905 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9111.003906 Penalty: 1751.448364
	Iteration 2F: 3 clusters Score -9111.004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -9141.172852 Penalty: 1751.448364
	Iteration 3Q: 3 clusters Score -9141.173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -9160.337891 Penalty: 1751.448364
	Iteration 4Q: 3 clusters Score -9160.338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -9183.677734 Penalty: 1751.448364
	Iteration 5Q: 3 clusters Score -9183.678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -9183.677734 Penalty: 1751.448364
	Iteration 6F: 3 clusters Score -9183.678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -81769.328125 Penalty: 1080.249390
	Iteration 0F: 2 clusters Score -81769.33 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 413 members 
Entering Unmasked Estep 
Score: -80504.335938 Penalty: 2160.498779
	Iteration 0F: 3 clusters Score -80504.34 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -80717.328125 Penalty: 2160.498779
	Iteration 1F: 3 clusters Score -80717.33 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -80778.140625 Penalty: 2160.498779
	Iteration 2F: 3 clusters Score -80778.14 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -80817.859375 Penalty: 2160.498779
	Iteration 3Q: 3 clusters Score -80817.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -80843.890625 Penalty: 2160.498779
	Iteration 4Q: 3 clusters Score -80843.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -80860.656250 Penalty: 2160.498779
	Iteration 5Q: 3 clusters Score -80860.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -80867.273438 Penalty: 2160.498779
	Iteration 6Q: 3 clusters Score -80867.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -80870.921875 Penalty: 2160.498779
	Iteration 7Q: 3 clusters Score -80870.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -80878.070312 Penalty: 2160.498779
	Iteration 8Q: 3 clusters Score -80878.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -80884.679688 Penalty: 2160.498779
	Iteration 9Q: 3 clusters Score -80884.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -80888.101562 Penalty: 2160.498779
	Iteration 10Q: 3 clusters Score -80888.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -80889.492188 Penalty: 2160.498779
	Iteration 11Q: 3 clusters Score -80889.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -80889.492188 Penalty: 2160.498779
	Iteration 12F: 3 clusters Score -80889.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Entering Unmasked Estep 
Score: -648796.187500 Penalty: 1400.650635
	Iteration 0F: 2 clusters Score -648796.2 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 2773 members 
Entering Unmasked Estep 
Score: -644451.437500 Penalty: 2801.301270
	Iteration 0F: 3 clusters Score -644451.4 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -645651.312500 Penalty: 2801.301270
	Iteration 1F: 3 clusters Score -645651.3 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -645900.312500 Penalty: 2801.301270
	Iteration 2F: 3 clusters Score -645900.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -646160.875000 Penalty: 2801.301270
	Iteration 3F: 3 clusters Score -646160.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -646433.625000 Penalty: 2801.301270
	Iteration 4F: 3 clusters Score -646433.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -646704.375000 Penalty: 2801.301270
	Iteration 5F: 3 clusters Score -646704.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -646942.187500 Penalty: 2801.301270
	Iteration 6F: 3 clusters Score -646942.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -647138.375000 Penalty: 2801.301270
	Iteration 7Q: 3 clusters Score -647138.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -647309.000000 Penalty: 2801.301270
	Iteration 8Q: 3 clusters Score -647309 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -647446.750000 Penalty: 2801.301270
	Iteration 9Q: 3 clusters Score -647446.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -647561.875000 Penalty: 2801.301270
	Iteration 10Q: 3 clusters Score -647561.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -647638.937500 Penalty: 2801.301270
	Iteration 11Q: 3 clusters Score -647638.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -647686.750000 Penalty: 2801.301270
	Iteration 12Q: 3 clusters Score -647686.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -647724.000000 Penalty: 2801.301270
	Iteration 13Q: 3 clusters Score -647724 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -647746.875000 Penalty: 2801.301270
	Iteration 14Q: 3 clusters Score -647746.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -647761.000000 Penalty: 2801.301270
	Iteration 15Q: 3 clusters Score -647761 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -647772.500000 Penalty: 2801.301270
	Iteration 16Q: 3 clusters Score -647772.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -647779.812500 Penalty: 2801.301270
	Iteration 17Q: 3 clusters Score -647779.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -647783.562500 Penalty: 2801.301270
	Iteration 18Q: 3 clusters Score -647783.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -647787.437500 Penalty: 2801.301270
	Iteration 19Q: 3 clusters Score -647787.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -647788.375000 Penalty: 2801.301270
	Iteration 20F: 3 clusters Score -647788.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -647789.625000 Penalty: 2801.301270
	Iteration 21Q: 3 clusters Score -647789.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -647789.812500 Penalty: 2801.301270
	Iteration 22Q: 3 clusters Score -647789.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -647791.250000 Penalty: 2801.301270
	Iteration 23Q: 3 clusters Score -647791.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -647794.375000 Penalty: 2801.301270
	Iteration 24Q: 3 clusters Score -647794.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -647796.812500 Penalty: 2801.301270
	Iteration 25Q: 3 clusters Score -647796.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -647803.000000 Penalty: 2801.301270
	Iteration 26Q: 3 clusters Score -647803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -647805.750000 Penalty: 2801.301270
	Iteration 27Q: 3 clusters Score -647805.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -647809.750000 Penalty: 2801.301270
	Iteration 28Q: 3 clusters Score -647809.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -647812.312500 Penalty: 2801.301270
	Iteration 29Q: 3 clusters Score -647812.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -647815.125000 Penalty: 2801.301270
	Iteration 30Q: 3 clusters Score -647815.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -647816.562500 Penalty: 2801.301270
	Iteration 31Q: 3 clusters Score -647816.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -647818.812500 Penalty: 2801.301270
	Iteration 32Q: 3 clusters Score -647818.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -647819.000000 Penalty: 2801.301270
	Iteration 33Q: 3 clusters Score -647819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -647819.875000 Penalty: 2801.301270
	Iteration 34Q: 3 clusters Score -647819.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -647821.562500 Penalty: 2801.301270
	Iteration 35Q: 3 clusters Score -647821.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -647823.312500 Penalty: 2801.301270
	Iteration 36Q: 3 clusters Score -647823.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -647824.125000 Penalty: 2801.301270
	Iteration 37Q: 3 clusters Score -647824.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -647824.250000 Penalty: 2801.301270
	Iteration 38Q: 3 clusters Score -647824.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -647826.062500 Penalty: 2801.301270
	Iteration 39Q: 3 clusters Score -647826.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -647826.875000 Penalty: 2801.301270
	Iteration 40F: 3 clusters Score -647826.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -647828.937500 Penalty: 2801.301270
	Iteration 41Q: 3 clusters Score -647828.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -647828.437500 Penalty: 2801.301270
	Iteration 42Q: 3 clusters Score -647828.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -647829.500000 Penalty: 2801.301270
	Iteration 43Q: 3 clusters Score -647829.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -647829.750000 Penalty: 2801.301270
	Iteration 44Q: 3 clusters Score -647829.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -647830.250000 Penalty: 2801.301270
	Iteration 45Q: 3 clusters Score -647830.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -647831.625000 Penalty: 2801.301270
	Iteration 46Q: 3 clusters Score -647831.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -647831.125000 Penalty: 2801.301270
	Iteration 47Q: 3 clusters Score -647831.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -647833.062500 Penalty: 2801.301270
	Iteration 48Q: 3 clusters Score -647833.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -647832.875000 Penalty: 2801.301270
	Iteration 49Q: 3 clusters Score -647832.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -647833.062500 Penalty: 2801.301270
	Iteration 50Q: 3 clusters Score -647833.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -647833.062500 Penalty: 2801.301270
	Iteration 51F: 3 clusters Score -647833.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Entering Unmasked Estep 
Score: -2030441.000000 Penalty: 1579.838989
	Iteration 0F: 2 clusters Score -2030441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -2019002.875000 Penalty: 3159.677979
	Iteration 0F: 3 clusters Score -2019003 nChanged 7447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -2022960.625000 Penalty: 3159.677979
	Iteration 1F: 3 clusters Score -2022961 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -2023216.000000 Penalty: 3159.677979
	Iteration 2Q: 3 clusters Score -2023216 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -2023440.500000 Penalty: 3159.677979
	Iteration 3Q: 3 clusters Score -2023440 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -2023633.000000 Penalty: 3159.677979
	Iteration 4Q: 3 clusters Score -2023633 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -2023809.250000 Penalty: 3159.677979
	Iteration 5Q: 3 clusters Score -2023809 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -2023993.125000 Penalty: 3159.677979
	Iteration 6Q: 3 clusters Score -2023993 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -2024230.250000 Penalty: 3159.677979
	Iteration 7Q: 3 clusters Score -2024230 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -2024535.500000 Penalty: 3159.677979
	Iteration 8Q: 3 clusters Score -2024536 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -2024937.000000 Penalty: 3159.677979
	Iteration 9Q: 3 clusters Score -2024937 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -2025477.875000 Penalty: 3159.677979
	Iteration 10F: 3 clusters Score -2025478 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -2026189.250000 Penalty: 3159.677979
	Iteration 11F: 3 clusters Score -2026189 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2026965.250000 Penalty: 3159.677979
	Iteration 12F: 3 clusters Score -2026965 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2027703.500000 Penalty: 3159.677979
	Iteration 13Q: 3 clusters Score -2027704 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2028206.875000 Penalty: 3159.677979
	Iteration 14Q: 3 clusters Score -2028207 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2028516.000000 Penalty: 3159.677979
	Iteration 15Q: 3 clusters Score -2028516 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2028725.125000 Penalty: 3159.677979
	Iteration 16Q: 3 clusters Score -2028725 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2028872.750000 Penalty: 3159.677979
	Iteration 17Q: 3 clusters Score -2028873 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2028977.250000 Penalty: 3159.677979
	Iteration 18Q: 3 clusters Score -2028977 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2029025.375000 Penalty: 3159.677979
	Iteration 19Q: 3 clusters Score -2029025 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2029052.875000 Penalty: 3159.677979
	Iteration 20F: 3 clusters Score -2029053 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2029079.000000 Penalty: 3159.677979
	Iteration 21Q: 3 clusters Score -2029079 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2029106.875000 Penalty: 3159.677979
	Iteration 22Q: 3 clusters Score -2029107 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2029128.875000 Penalty: 3159.677979
	Iteration 23Q: 3 clusters Score -2029129 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2029148.125000 Penalty: 3159.677979
	Iteration 24Q: 3 clusters Score -2029148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2029152.375000 Penalty: 3159.677979
	Iteration 25Q: 3 clusters Score -2029152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2029158.875000 Penalty: 3159.677979
	Iteration 26Q: 3 clusters Score -2029159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2029162.375000 Penalty: 3159.677979
	Iteration 27Q: 3 clusters Score -2029162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2029164.000000 Penalty: 3159.677979
	Iteration 28Q: 3 clusters Score -2029164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2029169.250000 Penalty: 3159.677979
	Iteration 29Q: 3 clusters Score -2029169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2029171.250000 Penalty: 3159.677979
	Iteration 30Q: 3 clusters Score -2029171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2029176.875000 Penalty: 3159.677979
	Iteration 31Q: 3 clusters Score -2029177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2029179.625000 Penalty: 3159.677979
	Iteration 32Q: 3 clusters Score -2029180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2029180.750000 Penalty: 3159.677979
	Iteration 33Q: 3 clusters Score -2029181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2029180.750000 Penalty: 3159.677979
	Iteration 34F: 3 clusters Score -2029181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Entering Unmasked Estep 
Score: -1914019.000000 Penalty: 1572.934082
	Iteration 0F: 2 clusters Score -1914019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1902962.750000 Penalty: 3145.868164
	Iteration 0F: 3 clusters Score -1902963 nChanged 7062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1906718.125000 Penalty: 3145.868164
	Iteration 1F: 3 clusters Score -1906718 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1907047.000000 Penalty: 3145.868164
	Iteration 2F: 3 clusters Score -1907047 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1907377.375000 Penalty: 3145.868164
	Iteration 3Q: 3 clusters Score -1907377 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1907727.750000 Penalty: 3145.868164
	Iteration 4Q: 3 clusters Score -1907728 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1908106.125000 Penalty: 3145.868164
	Iteration 5Q: 3 clusters Score -1908106 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1908570.875000 Penalty: 3145.868164
	Iteration 6Q: 3 clusters Score -1908571 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1909173.125000 Penalty: 3145.868164
	Iteration 7F: 3 clusters Score -1909173 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1909814.000000 Penalty: 3145.868164
	Iteration 8F: 3 clusters Score -1909814 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1910457.625000 Penalty: 3145.868164
	Iteration 9F: 3 clusters Score -1910458 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1911027.375000 Penalty: 3145.868164
	Iteration 10Q: 3 clusters Score -1911027 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1911496.250000 Penalty: 3145.868164
	Iteration 11Q: 3 clusters Score -1911496 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1911848.750000 Penalty: 3145.868164
	Iteration 12Q: 3 clusters Score -1911849 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1912106.375000 Penalty: 3145.868164
	Iteration 13Q: 3 clusters Score -1912106 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1912286.500000 Penalty: 3145.868164
	Iteration 14Q: 3 clusters Score -1912286 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1912424.625000 Penalty: 3145.868164
	Iteration 15Q: 3 clusters Score -1912425 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1912514.000000 Penalty: 3145.868164
	Iteration 16Q: 3 clusters Score -1912514 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1912569.125000 Penalty: 3145.868164
	Iteration 17Q: 3 clusters Score -1912569 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1912598.750000 Penalty: 3145.868164
	Iteration 18Q: 3 clusters Score -1912599 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1912610.375000 Penalty: 3145.868164
	Iteration 19Q: 3 clusters Score -1912610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1912618.625000 Penalty: 3145.868164
	Iteration 20F: 3 clusters Score -1912619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1912630.000000 Penalty: 3145.868164
	Iteration 21Q: 3 clusters Score -1912630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1912638.250000 Penalty: 3145.868164
	Iteration 22Q: 3 clusters Score -1912638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1912641.875000 Penalty: 3145.868164
	Iteration 23Q: 3 clusters Score -1912642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1912646.375000 Penalty: 3145.868164
	Iteration 24Q: 3 clusters Score -1912646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1912644.875000 Penalty: 3145.868164
	Iteration 25Q: 3 clusters Score -1912645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1912646.875000 Penalty: 3145.868164
	Iteration 26Q: 3 clusters Score -1912647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1912647.375000 Penalty: 3145.868164
	Iteration 27Q: 3 clusters Score -1912647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1912647.375000 Penalty: 3145.868164
	Iteration 28F: 3 clusters Score -1912647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Entering Unmasked Estep 
Score: -1425213.750000 Penalty: 1533.990845
	Iteration 0F: 2 clusters Score -1425214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1416459.625000 Penalty: 3067.981689
	Iteration 0F: 3 clusters Score -1416460 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1419387.250000 Penalty: 3067.981689
	Iteration 1F: 3 clusters Score -1419387 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1419679.375000 Penalty: 3067.981689
	Iteration 2F: 3 clusters Score -1419679 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1420005.625000 Penalty: 3067.981689
	Iteration 3F: 3 clusters Score -1420006 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1420399.875000 Penalty: 3067.981689
	Iteration 4F: 3 clusters Score -1420400 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1420919.750000 Penalty: 3067.981689
	Iteration 5F: 3 clusters Score -1420920 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1421496.625000 Penalty: 3067.981689
	Iteration 6F: 3 clusters Score -1421497 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1422037.125000 Penalty: 3067.981689
	Iteration 7F: 3 clusters Score -1422037 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1422480.250000 Penalty: 3067.981689
	Iteration 8Q: 3 clusters Score -1422480 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1422862.250000 Penalty: 3067.981689
	Iteration 9Q: 3 clusters Score -1422862 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1423175.875000 Penalty: 3067.981689
	Iteration 10Q: 3 clusters Score -1423176 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1423484.000000 Penalty: 3067.981689
	Iteration 11Q: 3 clusters Score -1423484 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1423700.000000 Penalty: 3067.981689
	Iteration 12Q: 3 clusters Score -1423700 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1423815.500000 Penalty: 3067.981689
	Iteration 13Q: 3 clusters Score -1423816 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1423878.000000 Penalty: 3067.981689
	Iteration 14Q: 3 clusters Score -1423878 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1423922.000000 Penalty: 3067.981689
	Iteration 15Q: 3 clusters Score -1423922 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1423944.875000 Penalty: 3067.981689
	Iteration 16Q: 3 clusters Score -1423945 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1423959.125000 Penalty: 3067.981689
	Iteration 17Q: 3 clusters Score -1423959 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1423969.750000 Penalty: 3067.981689
	Iteration 18Q: 3 clusters Score -1423970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1423974.625000 Penalty: 3067.981689
	Iteration 19Q: 3 clusters Score -1423975 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1423978.750000 Penalty: 3067.981689
	Iteration 20F: 3 clusters Score -1423979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1423980.625000 Penalty: 3067.981689
	Iteration 21Q: 3 clusters Score -1423981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1423981.500000 Penalty: 3067.981689
	Iteration 22Q: 3 clusters Score -1423982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1423979.375000 Penalty: 3067.981689
	Iteration 23Q: 3 clusters Score -1423979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1423985.500000 Penalty: 3067.981689
	Iteration 24Q: 3 clusters Score -1423986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1423988.625000 Penalty: 3067.981689
	Iteration 25Q: 3 clusters Score -1423989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1423986.000000 Penalty: 3067.981689
	Iteration 26Q: 3 clusters Score -1423986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1423988.875000 Penalty: 3067.981689
	Iteration 27Q: 3 clusters Score -1423989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1423991.875000 Penalty: 3067.981689
	Iteration 28Q: 3 clusters Score -1423992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1423990.250000 Penalty: 3067.981689
	Iteration 29Q: 3 clusters Score -1423990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1423992.250000 Penalty: 3067.981689
	Iteration 30Q: 3 clusters Score -1423992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1423994.625000 Penalty: 3067.981689
	Iteration 31Q: 3 clusters Score -1423995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1423994.000000 Penalty: 3067.981689
	Iteration 32Q: 3 clusters Score -1423994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1423997.125000 Penalty: 3067.981689
	Iteration 33Q: 3 clusters Score -1423997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1423999.125000 Penalty: 3067.981689
	Iteration 34Q: 3 clusters Score -1423999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1423998.500000 Penalty: 3067.981689
	Iteration 35Q: 3 clusters Score -1423998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1423999.875000 Penalty: 3067.981689
	Iteration 36Q: 3 clusters Score -1424000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1424001.750000 Penalty: 3067.981689
	Iteration 37Q: 3 clusters Score -1424002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1424004.375000 Penalty: 3067.981689
	Iteration 38Q: 3 clusters Score -1424004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1424004.250000 Penalty: 3067.981689
	Iteration 39Q: 3 clusters Score -1424004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1424008.125000 Penalty: 3067.981689
	Iteration 40F: 3 clusters Score -1424008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1424006.000000 Penalty: 3067.981689
	Iteration 41Q: 3 clusters Score -1424006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1424005.625000 Penalty: 3067.981689
	Iteration 42Q: 3 clusters Score -1424006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1424005.250000 Penalty: 3067.981689
	Iteration 43Q: 3 clusters Score -1424005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1424007.500000 Penalty: 3067.981689
	Iteration 44Q: 3 clusters Score -1424008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1424006.125000 Penalty: 3067.981689
	Iteration 45Q: 3 clusters Score -1424006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1424005.375000 Penalty: 3067.981689
	Iteration 46Q: 3 clusters Score -1424005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1424007.125000 Penalty: 3067.981689
	Iteration 47Q: 3 clusters Score -1424007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1424007.125000 Penalty: 3067.981689
	Iteration 48F: 3 clusters Score -1424007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (120197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120197 members 
Entering Unmasked Estep 
Score: -14084102.000000 Penalty: 1900.744141
	Iteration 0F: 2 clusters Score -1.40841e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60061 members 
Mstep: Class 2 contains 60136 members 
Entering Unmasked Estep 
Score: -14008323.000000 Penalty: 3801.488281
	Iteration 0F: 3 clusters Score -1.400832e+07 nChanged 57435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60734 members 
Mstep: Class 2 contains 59463 members 
Entering Unmasked Estep 
Score: -14041352.000000 Penalty: 3801.488281
	Iteration 1F: 3 clusters Score -1.404135e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60955 members 
Mstep: Class 2 contains 59242 members 
Entering Unmasked Estep 
Score: -14041838.000000 Penalty: 3801.488281
	Iteration 2Q: 3 clusters Score -1.404184e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61299 members 
Mstep: Class 2 contains 58898 members 
Entering Unmasked Estep 
Score: -14042117.000000 Penalty: 3801.488281
	Iteration 3Q: 3 clusters Score -1.404212e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61747 members 
Mstep: Class 2 contains 58450 members 
Entering Unmasked Estep 
Score: -14042473.000000 Penalty: 3801.488281
	Iteration 4Q: 3 clusters Score -1.404247e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62350 members 
Mstep: Class 2 contains 57847 members 
Entering Unmasked Estep 
Score: -14043001.000000 Penalty: 3801.488281
	Iteration 5Q: 3 clusters Score -1.4043e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63207 members 
Mstep: Class 2 contains 56990 members 
Entering Unmasked Estep 
Score: -14043575.000000 Penalty: 3801.488281
	Iteration 6Q: 3 clusters Score -1.404358e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64344 members 
Mstep: Class 2 contains 55853 members 
Entering Unmasked Estep 
Score: -14044283.000000 Penalty: 3801.488281
	Iteration 7Q: 3 clusters Score -1.404428e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65904 members 
Mstep: Class 2 contains 54293 members 
Entering Unmasked Estep 
Score: -14045044.000000 Penalty: 3801.488281
	Iteration 8Q: 3 clusters Score -1.404504e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67881 members 
Mstep: Class 2 contains 52316 members 
Entering Unmasked Estep 
Score: -14046348.000000 Penalty: 3801.488281
	Iteration 9Q: 3 clusters Score -1.404635e+07 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70472 members 
Mstep: Class 2 contains 49725 members 
Entering Unmasked Estep 
Score: -14048416.000000 Penalty: 3801.488281
	Iteration 10Q: 3 clusters Score -1.404842e+07 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73819 members 
Mstep: Class 2 contains 46378 members 
Entering Unmasked Estep 
Score: -14051813.000000 Penalty: 3801.488281
	Iteration 11Q: 3 clusters Score -1.405181e+07 nChanged 6581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77486 members 
Mstep: Class 2 contains 42711 members 
Entering Unmasked Estep 
Score: -14057025.000000 Penalty: 3801.488281
	Iteration 12F: 3 clusters Score -1.405702e+07 nChanged 7558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80698 members 
Mstep: Class 2 contains 39499 members 
Entering Unmasked Estep 
Score: -14063979.000000 Penalty: 3801.488281
	Iteration 13F: 3 clusters Score -1.406398e+07 nChanged 7443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82361 members 
Mstep: Class 2 contains 37836 members 
Entering Unmasked Estep 
Score: -14069799.000000 Penalty: 3801.488281
	Iteration 14F: 3 clusters Score -1.40698e+07 nChanged 5688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82953 members 
Mstep: Class 2 contains 37244 members 
Entering Unmasked Estep 
Score: -14072368.000000 Penalty: 3801.488281
	Iteration 15Q: 3 clusters Score -1.407237e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83368 members 
Mstep: Class 2 contains 36829 members 
Entering Unmasked Estep 
Score: -14073318.000000 Penalty: 3801.488281
	Iteration 16Q: 3 clusters Score -1.407332e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83713 members 
Mstep: Class 2 contains 36484 members 
Entering Unmasked Estep 
Score: -14073791.000000 Penalty: 3801.488281
	Iteration 17Q: 3 clusters Score -1.407379e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84052 members 
Mstep: Class 2 contains 36145 members 
Entering Unmasked Estep 
Score: -14074087.000000 Penalty: 3801.488281
	Iteration 18Q: 3 clusters Score -1.407409e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84378 members 
Mstep: Class 2 contains 35819 members 
Entering Unmasked Estep 
Score: -14074304.000000 Penalty: 3801.488281
	Iteration 19Q: 3 clusters Score -1.40743e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84716 members 
Mstep: Class 2 contains 35481 members 
Entering Unmasked Estep 
Score: -14074527.000000 Penalty: 3801.488281
	Iteration 20F: 3 clusters Score -1.407453e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84970 members 
Mstep: Class 2 contains 35227 members 
Entering Unmasked Estep 
Score: -14074659.000000 Penalty: 3801.488281
	Iteration 21Q: 3 clusters Score -1.407466e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85207 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -14074822.000000 Penalty: 3801.488281
	Iteration 22Q: 3 clusters Score -1.407482e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85480 members 
Mstep: Class 2 contains 34717 members 
Entering Unmasked Estep 
Score: -14074964.000000 Penalty: 3801.488281
	Iteration 23Q: 3 clusters Score -1.407496e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85743 members 
Mstep: Class 2 contains 34454 members 
Entering Unmasked Estep 
Score: -14075109.000000 Penalty: 3801.488281
	Iteration 24Q: 3 clusters Score -1.407511e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85995 members 
Mstep: Class 2 contains 34202 members 
Entering Unmasked Estep 
Score: -14075148.000000 Penalty: 3801.488281
	Iteration 25Q: 3 clusters Score -1.407515e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86261 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -14075226.000000 Penalty: 3801.488281
	Iteration 26Q: 3 clusters Score -1.407523e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86515 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -14075317.000000 Penalty: 3801.488281
	Iteration 27Q: 3 clusters Score -1.407532e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86748 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
Score: -14075384.000000 Penalty: 3801.488281
	Iteration 28Q: 3 clusters Score -1.407538e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86974 members 
Mstep: Class 2 contains 33223 members 
Entering Unmasked Estep 
Score: -14075457.000000 Penalty: 3801.488281
	Iteration 29Q: 3 clusters Score -1.407546e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87203 members 
Mstep: Class 2 contains 32994 members 
Entering Unmasked Estep 
Score: -14075528.000000 Penalty: 3801.488281
	Iteration 30Q: 3 clusters Score -1.407553e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87367 members 
Mstep: Class 2 contains 32830 members 
Entering Unmasked Estep 
Score: -14075537.000000 Penalty: 3801.488281
	Iteration 31Q: 3 clusters Score -1.407554e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87473 members 
Mstep: Class 2 contains 32724 members 
Entering Unmasked Estep 
Score: -14075549.000000 Penalty: 3801.488281
	Iteration 32Q: 3 clusters Score -1.407555e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87578 members 
Mstep: Class 2 contains 32619 members 
Entering Unmasked Estep 
Score: -14075615.000000 Penalty: 3801.488281
	Iteration 33Q: 3 clusters Score -1.407562e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87635 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
Score: -14075682.000000 Penalty: 3801.488281
	Iteration 34Q: 3 clusters Score -1.407568e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87637 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -14075723.000000 Penalty: 3801.488281
	Iteration 35Q: 3 clusters Score -1.407572e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87632 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
Score: -14075704.000000 Penalty: 3801.488281
	Iteration 36Q: 3 clusters Score -1.40757e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87612 members 
Mstep: Class 2 contains 32585 members 
Entering Unmasked Estep 
Score: -14075753.000000 Penalty: 3801.488281
	Iteration 37Q: 3 clusters Score -1.407575e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87597 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -14075814.000000 Penalty: 3801.488281
	Iteration 38Q: 3 clusters Score -1.407581e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87580 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -14075824.000000 Penalty: 3801.488281
	Iteration 39Q: 3 clusters Score -1.407582e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87593 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -14075846.000000 Penalty: 3801.488281
	Iteration 40F: 3 clusters Score -1.407585e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87596 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -14075932.000000 Penalty: 3801.488281
	Iteration 41Q: 3 clusters Score -1.407593e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87568 members 
Mstep: Class 2 contains 32629 members 
Entering Unmasked Estep 
Score: -14075976.000000 Penalty: 3801.488281
	Iteration 42Q: 3 clusters Score -1.407598e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87518 members 
Mstep: Class 2 contains 32679 members 
Entering Unmasked Estep 
Score: -14076022.000000 Penalty: 3801.488281
	Iteration 43Q: 3 clusters Score -1.407602e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87412 members 
Mstep: Class 2 contains 32785 members 
Entering Unmasked Estep 
Score: -14076045.000000 Penalty: 3801.488281
	Iteration 44Q: 3 clusters Score -1.407604e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87297 members 
Mstep: Class 2 contains 32900 members 
Entering Unmasked Estep 
Score: -14076067.000000 Penalty: 3801.488281
	Iteration 45Q: 3 clusters Score -1.407607e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87151 members 
Mstep: Class 2 contains 33046 members 
Entering Unmasked Estep 
Score: -14076106.000000 Penalty: 3801.488281
	Iteration 46Q: 3 clusters Score -1.407611e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86983 members 
Mstep: Class 2 contains 33214 members 
Entering Unmasked Estep 
Score: -14076191.000000 Penalty: 3801.488281
	Iteration 47Q: 3 clusters Score -1.407619e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86867 members 
Mstep: Class 2 contains 33330 members 
Entering Unmasked Estep 
Score: -14076203.000000 Penalty: 3801.488281
	Iteration 48Q: 3 clusters Score -1.40762e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86753 members 
Mstep: Class 2 contains 33444 members 
Entering Unmasked Estep 
Score: -14076235.000000 Penalty: 3801.488281
	Iteration 49Q: 3 clusters Score -1.407624e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86624 members 
Mstep: Class 2 contains 33573 members 
Entering Unmasked Estep 
Score: -14076251.000000 Penalty: 3801.488281
	Iteration 50Q: 3 clusters Score -1.407625e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86462 members 
Mstep: Class 2 contains 33735 members 
Entering Unmasked Estep 
Score: -14076292.000000 Penalty: 3801.488281
	Iteration 51Q: 3 clusters Score -1.407629e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86231 members 
Mstep: Class 2 contains 33966 members 
Entering Unmasked Estep 
Score: -14076334.000000 Penalty: 3801.488281
	Iteration 52Q: 3 clusters Score -1.407633e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86026 members 
Mstep: Class 2 contains 34171 members 
Entering Unmasked Estep 
Score: -14076312.000000 Penalty: 3801.488281
	Iteration 53Q: 3 clusters Score -1.407631e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85812 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -14076347.000000 Penalty: 3801.488281
	Iteration 54Q: 3 clusters Score -1.407635e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85562 members 
Mstep: Class 2 contains 34635 members 
Entering Unmasked Estep 
Score: -14076341.000000 Penalty: 3801.488281
	Iteration 55Q: 3 clusters Score -1.407634e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85258 members 
Mstep: Class 2 contains 34939 members 
Entering Unmasked Estep 
Score: -14076323.000000 Penalty: 3801.488281
	Iteration 56Q: 3 clusters Score -1.407632e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84945 members 
Mstep: Class 2 contains 35252 members 
Entering Unmasked Estep 
Score: -14076358.000000 Penalty: 3801.488281
	Iteration 57Q: 3 clusters Score -1.407636e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84513 members 
Mstep: Class 2 contains 35684 members 
Entering Unmasked Estep 
Score: -14076367.000000 Penalty: 3801.488281
	Iteration 58Q: 3 clusters Score -1.407637e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84013 members 
Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
Score: -14076387.000000 Penalty: 3801.488281
	Iteration 59Q: 3 clusters Score -1.407639e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83407 members 
Mstep: Class 2 contains 36790 members 
Entering Unmasked Estep 
Score: -14076320.000000 Penalty: 3801.488281
	Iteration 60F: 3 clusters Score -1.407632e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82766 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
Score: -14076273.000000 Penalty: 3801.488281
	Iteration 61Q: 3 clusters Score -1.407627e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82042 members 
Mstep: Class 2 contains 38155 members 
Entering Unmasked Estep 
Score: -14076256.000000 Penalty: 3801.488281
	Iteration 62Q: 3 clusters Score -1.407626e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81250 members 
Mstep: Class 2 contains 38947 members 
Entering Unmasked Estep 
Score: -14076322.000000 Penalty: 3801.488281
	Iteration 63Q: 3 clusters Score -1.407632e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80425 members 
Mstep: Class 2 contains 39772 members 
Entering Unmasked Estep 
Score: -14076437.000000 Penalty: 3801.488281
	Iteration 64Q: 3 clusters Score -1.407644e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79458 members 
Mstep: Class 2 contains 40739 members 
Entering Unmasked Estep 
Score: -14076515.000000 Penalty: 3801.488281
	Iteration 65Q: 3 clusters Score -1.407652e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78532 members 
Mstep: Class 2 contains 41665 members 
Entering Unmasked Estep 
Score: -14076631.000000 Penalty: 3801.488281
	Iteration 66Q: 3 clusters Score -1.407663e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77568 members 
Mstep: Class 2 contains 42629 members 
Entering Unmasked Estep 
Score: -14076726.000000 Penalty: 3801.488281
	Iteration 67Q: 3 clusters Score -1.407673e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76367 members 
Mstep: Class 2 contains 43830 members 
Entering Unmasked Estep 
Score: -14076935.000000 Penalty: 3801.488281
	Iteration 68Q: 3 clusters Score -1.407694e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75065 members 
Mstep: Class 2 contains 45132 members 
Entering Unmasked Estep 
Score: -14077103.000000 Penalty: 3801.488281
	Iteration 69Q: 3 clusters Score -1.40771e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73329 members 
Mstep: Class 2 contains 46868 members 
Entering Unmasked Estep 
Score: -14077326.000000 Penalty: 3801.488281
	Iteration 70Q: 3 clusters Score -1.407733e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71326 members 
Mstep: Class 2 contains 48871 members 
Entering Unmasked Estep 
Score: -14077639.000000 Penalty: 3801.488281
	Iteration 71Q: 3 clusters Score -1.407764e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69011 members 
Mstep: Class 2 contains 51186 members 
Entering Unmasked Estep 
Score: -14078005.000000 Penalty: 3801.488281
	Iteration 72Q: 3 clusters Score -1.4078e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66394 members 
Mstep: Class 2 contains 53803 members 
Entering Unmasked Estep 
Score: -14078451.000000 Penalty: 3801.488281
	Iteration 73Q: 3 clusters Score -1.407845e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63541 members 
Mstep: Class 2 contains 56656 members 
Entering Unmasked Estep 
Score: -14079009.000000 Penalty: 3801.488281
	Iteration 74Q: 3 clusters Score -1.407901e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60519 members 
Mstep: Class 2 contains 59678 members 
Entering Unmasked Estep 
Score: -14079589.000000 Penalty: 3801.488281
	Iteration 75Q: 3 clusters Score -1.407959e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57509 members 
Mstep: Class 2 contains 62688 members 
Entering Unmasked Estep 
Score: -14080161.000000 Penalty: 3801.488281
	Iteration 76Q: 3 clusters Score -1.408016e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54477 members 
Mstep: Class 2 contains 65720 members 
Entering Unmasked Estep 
Score: -14080603.000000 Penalty: 3801.488281
	Iteration 77Q: 3 clusters Score -1.40806e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51753 members 
Mstep: Class 2 contains 68444 members 
Entering Unmasked Estep 
Score: -14080949.000000 Penalty: 3801.488281
	Iteration 78Q: 3 clusters Score -1.408095e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49818 members 
Mstep: Class 2 contains 70379 members 
Entering Unmasked Estep 
Score: -14080995.000000 Penalty: 3801.488281
	Iteration 79Q: 3 clusters Score -1.4081e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48661 members 
Mstep: Class 2 contains 71536 members 
Entering Unmasked Estep 
Score: -14081363.000000 Penalty: 3801.488281
	Iteration 80F: 3 clusters Score -1.408136e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46477 members 
Mstep: Class 2 contains 73720 members 
Entering Unmasked Estep 
Score: -14081628.000000 Penalty: 3801.488281
	Iteration 81Q: 3 clusters Score -1.408163e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44552 members 
Mstep: Class 2 contains 75645 members 
Entering Unmasked Estep 
Score: -14081875.000000 Penalty: 3801.488281
	Iteration 82Q: 3 clusters Score -1.408188e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 77457 members 
Entering Unmasked Estep 
Score: -14082239.000000 Penalty: 3801.488281
	Iteration 83Q: 3 clusters Score -1.408224e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40886 members 
Mstep: Class 2 contains 79311 members 
Entering Unmasked Estep 
Score: -14082309.000000 Penalty: 3801.488281
	Iteration 84Q: 3 clusters Score -1.408231e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39214 members 
Mstep: Class 2 contains 80983 members 
Entering Unmasked Estep 
Score: -14082533.000000 Penalty: 3801.488281
	Iteration 85Q: 3 clusters Score -1.408253e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37600 members 
Mstep: Class 2 contains 82597 members 
Entering Unmasked Estep 
Score: -14082835.000000 Penalty: 3801.488281
	Iteration 86Q: 3 clusters Score -1.408284e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36209 members 
Mstep: Class 2 contains 83988 members 
Entering Unmasked Estep 
Score: -14083293.000000 Penalty: 3801.488281
	Iteration 87Q: 3 clusters Score -1.408329e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35250 members 
Mstep: Class 2 contains 84947 members 
Entering Unmasked Estep 
Score: -14083489.000000 Penalty: 3801.488281
	Iteration 88Q: 3 clusters Score -1.408349e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34569 members 
Mstep: Class 2 contains 85628 members 
Entering Unmasked Estep 
Score: -14083555.000000 Penalty: 3801.488281
	Iteration 89Q: 3 clusters Score -1.408356e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34057 members 
Mstep: Class 2 contains 86140 members 
Entering Unmasked Estep 
Score: -14083623.000000 Penalty: 3801.488281
	Iteration 90Q: 3 clusters Score -1.408362e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 86561 members 
Entering Unmasked Estep 
Score: -14083674.000000 Penalty: 3801.488281
	Iteration 91Q: 3 clusters Score -1.408367e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33280 members 
Mstep: Class 2 contains 86917 members 
Entering Unmasked Estep 
Score: -14083700.000000 Penalty: 3801.488281
	Iteration 92Q: 3 clusters Score -1.40837e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32968 members 
Mstep: Class 2 contains 87229 members 
Entering Unmasked Estep 
Score: -14083806.000000 Penalty: 3801.488281
	Iteration 93Q: 3 clusters Score -1.408381e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32606 members 
Mstep: Class 2 contains 87591 members 
Entering Unmasked Estep 
Score: -14083858.000000 Penalty: 3801.488281
	Iteration 94Q: 3 clusters Score -1.408386e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32219 members 
Mstep: Class 2 contains 87978 members 
Entering Unmasked Estep 
Score: -14083889.000000 Penalty: 3801.488281
	Iteration 95Q: 3 clusters Score -1.408389e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31726 members 
Mstep: Class 2 contains 88471 members 
Entering Unmasked Estep 
Score: -14083979.000000 Penalty: 3801.488281
	Iteration 96Q: 3 clusters Score -1.408398e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 88886 members 
Entering Unmasked Estep 
Score: -14084003.000000 Penalty: 3801.488281
	Iteration 97Q: 3 clusters Score -1.4084e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31011 members 
Mstep: Class 2 contains 89186 members 
Entering Unmasked Estep 
Score: -14084020.000000 Penalty: 3801.488281
	Iteration 98Q: 3 clusters Score -1.408402e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 89454 members 
Entering Unmasked Estep 
Score: -14084021.000000 Penalty: 3801.488281
	Iteration 99Q: 3 clusters Score -1.408402e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30552 members 
Mstep: Class 2 contains 89645 members 
Entering Unmasked Estep 
Score: -14084025.000000 Penalty: 3801.488281
	Iteration 100F: 3 clusters Score -1.408402e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 89776 members 
Entering Unmasked Estep 
Score: -14084041.000000 Penalty: 3801.488281
	Iteration 101Q: 3 clusters Score -1.408404e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 89902 members 
Entering Unmasked Estep 
Score: -14084037.000000 Penalty: 3801.488281
	Iteration 102Q: 3 clusters Score -1.408404e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 89984 members 
Entering Unmasked Estep 
Score: -14084040.000000 Penalty: 3801.488281
	Iteration 103Q: 3 clusters Score -1.408404e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 90066 members 
Entering Unmasked Estep 
Score: -14084046.000000 Penalty: 3801.488281
	Iteration 104Q: 3 clusters Score -1.408405e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 90151 members 
Entering Unmasked Estep 
Score: -14084058.000000 Penalty: 3801.488281
	Iteration 105Q: 3 clusters Score -1.408406e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29989 members 
Mstep: Class 2 contains 90208 members 
Entering Unmasked Estep 
Score: -14084052.000000 Penalty: 3801.488281
	Iteration 106Q: 3 clusters Score -1.408405e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 90263 members 
Entering Unmasked Estep 
Score: -14084055.000000 Penalty: 3801.488281
	Iteration 107Q: 3 clusters Score -1.408406e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 90303 members 
Entering Unmasked Estep 
Score: -14084057.000000 Penalty: 3801.488281
	Iteration 108Q: 3 clusters Score -1.408406e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29864 members 
Mstep: Class 2 contains 90333 members 
Entering Unmasked Estep 
Score: -14084059.000000 Penalty: 3801.488281
	Iteration 109Q: 3 clusters Score -1.408406e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 90356 members 
Entering Unmasked Estep 
Score: -14084054.000000 Penalty: 3801.488281
	Iteration 110Q: 3 clusters Score -1.408405e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29815 members 
Mstep: Class 2 contains 90382 members 
Entering Unmasked Estep 
Score: -14084065.000000 Penalty: 3801.488281
	Iteration 111Q: 3 clusters Score -1.408406e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 90398 members 
Entering Unmasked Estep 
Score: -14084062.000000 Penalty: 3801.488281
	Iteration 112Q: 3 clusters Score -1.408406e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29783 members 
Mstep: Class 2 contains 90414 members 
Entering Unmasked Estep 
Score: -14084055.000000 Penalty: 3801.488281
	Iteration 113Q: 3 clusters Score -1.408406e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29768 members 
Mstep: Class 2 contains 90429 members 
Entering Unmasked Estep 
Score: -14084055.000000 Penalty: 3801.488281
	Iteration 114Q: 3 clusters Score -1.408406e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29759 members 
Mstep: Class 2 contains 90438 members 
Entering Unmasked Estep 
Score: -14084076.000000 Penalty: 3801.488281
	Iteration 115Q: 3 clusters Score -1.408408e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 90445 members 
Entering Unmasked Estep 
Score: -14084077.000000 Penalty: 3801.488281
	Iteration 116Q: 3 clusters Score -1.408408e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 90450 members 
Entering Unmasked Estep 
Score: -14084071.000000 Penalty: 3801.488281
	Iteration 117Q: 3 clusters Score -1.408407e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29741 members 
Mstep: Class 2 contains 90456 members 
Entering Unmasked Estep 
Score: -14084068.000000 Penalty: 3801.488281
	Iteration 118Q: 3 clusters Score -1.408407e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 90459 members 
Entering Unmasked Estep 
Score: -14084072.000000 Penalty: 3801.488281
	Iteration 119Q: 3 clusters Score -1.408407e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29734 members 
Mstep: Class 2 contains 90463 members 
Entering Unmasked Estep 
Score: -14084074.000000 Penalty: 3801.488281
	Iteration 120F: 3 clusters Score -1.408407e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 90465 members 
Entering Unmasked Estep 
Score: -14084077.000000 Penalty: 3801.488281
	Iteration 121Q: 3 clusters Score -1.408408e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 90470 members 
Entering Unmasked Estep 
Score: -14084078.000000 Penalty: 3801.488281
	Iteration 122Q: 3 clusters Score -1.408408e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 90470 members 
Entering Unmasked Estep 
Score: -14084078.000000 Penalty: 3801.488281
	Iteration 123F: 3 clusters Score -1.408408e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Entering Unmasked Estep 
Score: -102920.703125 Penalty: 1136.960815
	Iteration 0F: 2 clusters Score -102920.7 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 537 members 
Entering Unmasked Estep 
Score: -101453.031250 Penalty: 2273.921631
	Iteration 0F: 3 clusters Score -101453 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -101829.296875 Penalty: 2273.921631
	Iteration 1F: 3 clusters Score -101829.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -101916.242188 Penalty: 2273.921631
	Iteration 2F: 3 clusters Score -101916.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -101988.632812 Penalty: 2273.921631
	Iteration 3F: 3 clusters Score -101988.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -102044.171875 Penalty: 2273.921631
	Iteration 4Q: 3 clusters Score -102044.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -102087.359375 Penalty: 2273.921631
	Iteration 5Q: 3 clusters Score -102087.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -102108.195312 Penalty: 2273.921631
	Iteration 6Q: 3 clusters Score -102108.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -102129.554688 Penalty: 2273.921631
	Iteration 7Q: 3 clusters Score -102129.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -102146.148438 Penalty: 2273.921631
	Iteration 8Q: 3 clusters Score -102146.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -102153.398438 Penalty: 2273.921631
	Iteration 9Q: 3 clusters Score -102153.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -102155.617188 Penalty: 2273.921631
	Iteration 10Q: 3 clusters Score -102155.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -102159.031250 Penalty: 2273.921631
	Iteration 11Q: 3 clusters Score -102159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -102161.828125 Penalty: 2273.921631
	Iteration 12Q: 3 clusters Score -102161.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -102163.039062 Penalty: 2273.921631
	Iteration 13Q: 3 clusters Score -102163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -102163.609375 Penalty: 2273.921631
	Iteration 14Q: 3 clusters Score -102163.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -102164.250000 Penalty: 2273.921631
	Iteration 15Q: 3 clusters Score -102164.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -102164.250000 Penalty: 2273.921631
	Iteration 16F: 3 clusters Score -102164.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Entering Unmasked Estep 
Score: -45884.167969 Penalty: 1010.845886
	Iteration 0F: 2 clusters Score -45884.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -44838.167969 Penalty: 2021.691772
	Iteration 0F: 3 clusters Score -44838.17 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -45064.136719 Penalty: 2021.691772
	Iteration 1F: 3 clusters Score -45064.14 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -45148.433594 Penalty: 2021.691772
	Iteration 2F: 3 clusters Score -45148.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -45195.042969 Penalty: 2021.691772
	Iteration 3Q: 3 clusters Score -45195.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -45232.652344 Penalty: 2021.691772
	Iteration 4Q: 3 clusters Score -45232.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -45251.941406 Penalty: 2021.691772
	Iteration 5Q: 3 clusters Score -45251.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -45259.289062 Penalty: 2021.691772
	Iteration 6Q: 3 clusters Score -45259.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -45288.492188 Penalty: 2021.691772
	Iteration 7Q: 3 clusters Score -45288.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -45309.027344 Penalty: 2021.691772
	Iteration 8Q: 3 clusters Score -45309.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -45325.910156 Penalty: 2021.691772
	Iteration 9Q: 3 clusters Score -45325.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -45331.824219 Penalty: 2021.691772
	Iteration 10Q: 3 clusters Score -45331.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -45335.468750 Penalty: 2021.691772
	Iteration 11Q: 3 clusters Score -45335.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -45335.468750 Penalty: 2021.691772
	Iteration 12F: 3 clusters Score -45335.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Entering Unmasked Estep 
Score: -168851.921875 Penalty: 1196.635986
	Iteration 0F: 2 clusters Score -168851.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -167035.937500 Penalty: 2393.271973
	Iteration 0F: 3 clusters Score -167035.9 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -167444.375000 Penalty: 2393.271973
	Iteration 1F: 3 clusters Score -167444.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -167641.546875 Penalty: 2393.271973
	Iteration 2F: 3 clusters Score -167641.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -167772.281250 Penalty: 2393.271973
	Iteration 3F: 3 clusters Score -167772.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -167852.468750 Penalty: 2393.271973
	Iteration 4F: 3 clusters Score -167852.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -167931.875000 Penalty: 2393.271973
	Iteration 5Q: 3 clusters Score -167931.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -168017.906250 Penalty: 2393.271973
	Iteration 6Q: 3 clusters Score -168017.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -168070.375000 Penalty: 2393.271973
	Iteration 7Q: 3 clusters Score -168070.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -168100.906250 Penalty: 2393.271973
	Iteration 8Q: 3 clusters Score -168100.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -168128.250000 Penalty: 2393.271973
	Iteration 9Q: 3 clusters Score -168128.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -168154.343750 Penalty: 2393.271973
	Iteration 10Q: 3 clusters Score -168154.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -168179.562500 Penalty: 2393.271973
	Iteration 11Q: 3 clusters Score -168179.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -168203.562500 Penalty: 2393.271973
	Iteration 12Q: 3 clusters Score -168203.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -168218.000000 Penalty: 2393.271973
	Iteration 13Q: 3 clusters Score -168218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -168228.328125 Penalty: 2393.271973
	Iteration 14Q: 3 clusters Score -168228.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -168236.687500 Penalty: 2393.271973
	Iteration 15Q: 3 clusters Score -168236.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -168242.593750 Penalty: 2393.271973
	Iteration 16Q: 3 clusters Score -168242.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -168250.140625 Penalty: 2393.271973
	Iteration 17Q: 3 clusters Score -168250.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -168258.140625 Penalty: 2393.271973
	Iteration 18Q: 3 clusters Score -168258.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -168263.625000 Penalty: 2393.271973
	Iteration 19Q: 3 clusters Score -168263.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -168269.093750 Penalty: 2393.271973
	Iteration 20F: 3 clusters Score -168269.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -168272.750000 Penalty: 2393.271973
	Iteration 21Q: 3 clusters Score -168272.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -168273.703125 Penalty: 2393.271973
	Iteration 22Q: 3 clusters Score -168273.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -168273.703125 Penalty: 2393.271973
	Iteration 23F: 3 clusters Score -168273.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -55295.648438 Penalty: 1032.585205
	Iteration 0F: 2 clusters Score -55295.65 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 304 members 
Entering Unmasked Estep 
Score: -54211.046875 Penalty: 2065.170410
	Iteration 0F: 3 clusters Score -54211.05 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -54421.511719 Penalty: 2065.170410
	Iteration 1F: 3 clusters Score -54421.51 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -54523.953125 Penalty: 2065.170410
	Iteration 2F: 3 clusters Score -54523.95 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -54603.484375 Penalty: 2065.170410
	Iteration 3F: 3 clusters Score -54603.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -54681.238281 Penalty: 2065.170410
	Iteration 4Q: 3 clusters Score -54681.24 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -54717.363281 Penalty: 2065.170410
	Iteration 5Q: 3 clusters Score -54717.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -54774.453125 Penalty: 2065.170410
	Iteration 6Q: 3 clusters Score -54774.45 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -54829.968750 Penalty: 2065.170410
	Iteration 7F: 3 clusters Score -54829.97 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -54880.152344 Penalty: 2065.170410
	Iteration 8Q: 3 clusters Score -54880.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -54893.570312 Penalty: 2065.170410
	Iteration 9Q: 3 clusters Score -54893.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -54906.156250 Penalty: 2065.170410
	Iteration 10Q: 3 clusters Score -54906.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -54920.285156 Penalty: 2065.170410
	Iteration 11Q: 3 clusters Score -54920.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -54938.675781 Penalty: 2065.170410
	Iteration 12Q: 3 clusters Score -54938.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -54939.117188 Penalty: 2065.170410
	Iteration 13Q: 3 clusters Score -54939.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -54939.117188 Penalty: 2065.170410
	Iteration 14F: 3 clusters Score -54939.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -2086164.750000 Penalty: 1586.658691
	Iteration 0F: 2 clusters Score -2086165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -2074575.750000 Penalty: 3173.317383
	Iteration 0F: 3 clusters Score -2074576 nChanged 7738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -2078831.125000 Penalty: 3173.317383
	Iteration 1F: 3 clusters Score -2078831 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -2079149.875000 Penalty: 3173.317383
	Iteration 2F: 3 clusters Score -2079150 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -2079469.250000 Penalty: 3173.317383
	Iteration 3Q: 3 clusters Score -2079469 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -2079832.500000 Penalty: 3173.317383
	Iteration 4F: 3 clusters Score -2079832 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -2080495.625000 Penalty: 3173.317383
	Iteration 5F: 3 clusters Score -2080496 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -2081437.500000 Penalty: 3173.317383
	Iteration 6F: 3 clusters Score -2081438 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -2082644.500000 Penalty: 3173.317383
	Iteration 7F: 3 clusters Score -2082644 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -2083280.875000 Penalty: 3173.317383
	Iteration 8F: 3 clusters Score -2083281 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -2083544.250000 Penalty: 3173.317383
	Iteration 9Q: 3 clusters Score -2083544 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -2083706.750000 Penalty: 3173.317383
	Iteration 10Q: 3 clusters Score -2083707 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -2083755.375000 Penalty: 3173.317383
	Iteration 11Q: 3 clusters Score -2083755 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -2083790.000000 Penalty: 3173.317383
	Iteration 12Q: 3 clusters Score -2083790 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -2083840.250000 Penalty: 3173.317383
	Iteration 13Q: 3 clusters Score -2083840 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -2083806.250000 Penalty: 3173.317383
	Iteration 14Q: 3 clusters Score -2083806 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -2083804.125000 Penalty: 3173.317383
	Iteration 15Q: 3 clusters Score -2083804 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -2083809.000000 Penalty: 3173.317383
	Iteration 16Q: 3 clusters Score -2083809 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -2083775.250000 Penalty: 3173.317383
	Iteration 17Q: 3 clusters Score -2083775 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -2083764.500000 Penalty: 3173.317383
	Iteration 18Q: 3 clusters Score -2083764 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -2083778.125000 Penalty: 3173.317383
	Iteration 19Q: 3 clusters Score -2083778 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -2083760.375000 Penalty: 3173.317383
	Iteration 20F: 3 clusters Score -2083760 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -2083740.250000 Penalty: 3173.317383
	Iteration 21Q: 3 clusters Score -2083740 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -2083763.000000 Penalty: 3173.317383
	Iteration 22Q: 3 clusters Score -2083763 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -2083757.625000 Penalty: 3173.317383
	Iteration 23Q: 3 clusters Score -2083758 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -2083769.625000 Penalty: 3173.317383
	Iteration 24Q: 3 clusters Score -2083770 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -2083770.250000 Penalty: 3173.317383
	Iteration 25Q: 3 clusters Score -2083770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -2083756.375000 Penalty: 3173.317383
	Iteration 26Q: 3 clusters Score -2083756 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -2083750.000000 Penalty: 3173.317383
	Iteration 27Q: 3 clusters Score -2083750 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -2083765.375000 Penalty: 3173.317383
	Iteration 28Q: 3 clusters Score -2083765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -2083760.125000 Penalty: 3173.317383
	Iteration 29Q: 3 clusters Score -2083760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -2083777.750000 Penalty: 3173.317383
	Iteration 30Q: 3 clusters Score -2083778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -2083774.000000 Penalty: 3173.317383
	Iteration 31Q: 3 clusters Score -2083774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -2083757.750000 Penalty: 3173.317383
	Iteration 32Q: 3 clusters Score -2083758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -2083753.375000 Penalty: 3173.317383
	Iteration 33Q: 3 clusters Score -2083753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -2083755.500000 Penalty: 3173.317383
	Iteration 34Q: 3 clusters Score -2083756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -2083755.500000 Penalty: 3173.317383
	Iteration 35F: 3 clusters Score -2083756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (119850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119850 members 
Entering Unmasked Estep 
Score: -14204245.000000 Penalty: 1900.274414
	Iteration 0F: 2 clusters Score -1.420424e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59903 members 
Mstep: Class 2 contains 59947 members 
Entering Unmasked Estep 
Score: -14130302.000000 Penalty: 3800.548828
	Iteration 0F: 3 clusters Score -1.41303e+07 nChanged 57405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61580 members 
Mstep: Class 2 contains 58270 members 
Entering Unmasked Estep 
Score: -14163445.000000 Penalty: 3800.548828
	Iteration 1F: 3 clusters Score -1.416344e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62420 members 
Mstep: Class 2 contains 57430 members 
Entering Unmasked Estep 
Score: -14163950.000000 Penalty: 3800.548828
	Iteration 2Q: 3 clusters Score -1.416395e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63473 members 
Mstep: Class 2 contains 56377 members 
Entering Unmasked Estep 
Score: -14164548.000000 Penalty: 3800.548828
	Iteration 3Q: 3 clusters Score -1.416455e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64945 members 
Mstep: Class 2 contains 54905 members 
Entering Unmasked Estep 
Score: -14165153.000000 Penalty: 3800.548828
	Iteration 4Q: 3 clusters Score -1.416515e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66978 members 
Mstep: Class 2 contains 52872 members 
Entering Unmasked Estep 
Score: -14166084.000000 Penalty: 3800.548828
	Iteration 5Q: 3 clusters Score -1.416608e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69863 members 
Mstep: Class 2 contains 49987 members 
Entering Unmasked Estep 
Score: -14167187.000000 Penalty: 3800.548828
	Iteration 6Q: 3 clusters Score -1.416719e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73992 members 
Mstep: Class 2 contains 45858 members 
Entering Unmasked Estep 
Score: -14169016.000000 Penalty: 3800.548828
	Iteration 7Q: 3 clusters Score -1.416902e+07 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79969 members 
Mstep: Class 2 contains 39881 members 
Entering Unmasked Estep 
Score: -14172319.000000 Penalty: 3800.548828
	Iteration 8F: 3 clusters Score -1.417232e+07 nChanged 8395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88286 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -14178121.000000 Penalty: 3800.548828
	Iteration 9F: 3 clusters Score -1.417812e+07 nChanged 10473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98747 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -14185817.000000 Penalty: 3800.548828
	Iteration 10F: 3 clusters Score -1.418582e+07 nChanged 10153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108894 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -14193765.000000 Penalty: 3800.548828
	Iteration 11F: 3 clusters Score -1.419376e+07 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115142 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -14198563.000000 Penalty: 3800.548828
	Iteration 12F: 3 clusters Score -1.419856e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117990 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -14201008.000000 Penalty: 3800.548828
	Iteration 13Q: 3 clusters Score -1.420101e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119149 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -14201921.000000 Penalty: 3800.548828
	Iteration 14Q: 3 clusters Score -1.420192e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119497 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -14202237.000000 Penalty: 3800.548828
	Iteration 15Q: 3 clusters Score -1.420224e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119611 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -14202350.000000 Penalty: 3800.548828
	Iteration 16Q: 3 clusters Score -1.420235e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119654 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -14202445.000000 Penalty: 3800.548828
	Iteration 17Q: 3 clusters Score -1.420244e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119675 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -14202486.000000 Penalty: 3800.548828
	Iteration 18Q: 3 clusters Score -1.420249e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119684 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -14202500.000000 Penalty: 3800.548828
	Iteration 19Q: 3 clusters Score -1.42025e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119687 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -14202513.000000 Penalty: 3800.548828
	Iteration 20F: 3 clusters Score -1.420251e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119693 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14202511.000000 Penalty: 3800.548828
	Iteration 21Q: 3 clusters Score -1.420251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119695 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -14202516.000000 Penalty: 3800.548828
	Iteration 22Q: 3 clusters Score -1.420252e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119697 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14202531.000000 Penalty: 3800.548828
	Iteration 23Q: 3 clusters Score -1.420253e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119698 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -14202525.000000 Penalty: 3800.548828
	Iteration 24Q: 3 clusters Score -1.420252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119697 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14202530.000000 Penalty: 3800.548828
	Iteration 25Q: 3 clusters Score -1.420253e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119694 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14202527.000000 Penalty: 3800.548828
	Iteration 26Q: 3 clusters Score -1.420253e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119693 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14202536.000000 Penalty: 3800.548828
	Iteration 27Q: 3 clusters Score -1.420254e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119693 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -14202536.000000 Penalty: 3800.548828
	Iteration 28F: 3 clusters Score -1.420254e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -11278.262695 Penalty: 868.129333
	Iteration 0F: 2 clusters Score -11278.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10762.090820 Penalty: 1736.258667
	Iteration 0F: 3 clusters Score -10762.09 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -10948.625977 Penalty: 1736.258667
	Iteration 1F: 3 clusters Score -10948.63 nChanged 14
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: -10998.041016 Penalty: 1736.258667
	Iteration 2F: 3 clusters Score -10998.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11009.739258 Penalty: 1736.258667
	Iteration 3Q: 3 clusters Score -11009.74 nChanged 1
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: -11010.772461 Penalty: 1736.258667
	Iteration 4Q: 3 clusters Score -11010.77 nChanged 2
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: -11029.696289 Penalty: 1736.258667
	Iteration 5Q: 3 clusters Score -11029.7 nChanged 0
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: -11029.696289 Penalty: 1736.258667
	Iteration 6F: 3 clusters Score -11029.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Entering Unmasked Estep 
Score: -42651.863281 Penalty: 1001.196167
	Iteration 0F: 2 clusters Score -42651.86 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 241 members 
Entering Unmasked Estep 
Score: -41652.851562 Penalty: 2002.392334
	Iteration 0F: 3 clusters Score -41652.85 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -41836.953125 Penalty: 2002.392334
	Iteration 1F: 3 clusters Score -41836.95 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -41910.539062 Penalty: 2002.392334
	Iteration 2F: 3 clusters Score -41910.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -41994.652344 Penalty: 2002.392334
	Iteration 3Q: 3 clusters Score -41994.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -42035.574219 Penalty: 2002.392334
	Iteration 4Q: 3 clusters Score -42035.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -42055.847656 Penalty: 2002.392334
	Iteration 5Q: 3 clusters Score -42055.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -42089.710938 Penalty: 2002.392334
	Iteration 6Q: 3 clusters Score -42089.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -42106.570312 Penalty: 2002.392334
	Iteration 7Q: 3 clusters Score -42106.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -42113.437500 Penalty: 2002.392334
	Iteration 8Q: 3 clusters Score -42113.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -42114.492188 Penalty: 2002.392334
	Iteration 9Q: 3 clusters Score -42114.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -42117.179688 Penalty: 2002.392334
	Iteration 10Q: 3 clusters Score -42117.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -42120.105469 Penalty: 2002.392334
	Iteration 11Q: 3 clusters Score -42120.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -42127.546875 Penalty: 2002.392334
	Iteration 12Q: 3 clusters Score -42127.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -42131.687500 Penalty: 2002.392334
	Iteration 13Q: 3 clusters Score -42131.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -42131.687500 Penalty: 2002.392334
	Iteration 14F: 3 clusters Score -42131.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (112940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112940 members 
Entering Unmasked Estep 
Score: -13441129.000000 Penalty: 1890.624512
	Iteration 0F: 2 clusters Score -1.344113e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56564 members 
Mstep: Class 2 contains 56376 members 
Entering Unmasked Estep 
Score: -13370969.000000 Penalty: 3781.249023
	Iteration 0F: 3 clusters Score -1.337097e+07 nChanged 54089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56757 members 
Mstep: Class 2 contains 56183 members 
Entering Unmasked Estep 
Score: -13402257.000000 Penalty: 3781.249023
	Iteration 1F: 3 clusters Score -1.340226e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57245 members 
Mstep: Class 2 contains 55695 members 
Entering Unmasked Estep 
Score: -13402965.000000 Penalty: 3781.249023
	Iteration 2Q: 3 clusters Score -1.340296e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57895 members 
Mstep: Class 2 contains 55045 members 
Entering Unmasked Estep 
Score: -13403934.000000 Penalty: 3781.249023
	Iteration 3Q: 3 clusters Score -1.340393e+07 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58898 members 
Mstep: Class 2 contains 54042 members 
Entering Unmasked Estep 
Score: -13405236.000000 Penalty: 3781.249023
	Iteration 4Q: 3 clusters Score -1.340524e+07 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60459 members 
Mstep: Class 2 contains 52481 members 
Entering Unmasked Estep 
Score: -13407374.000000 Penalty: 3781.249023
	Iteration 5Q: 3 clusters Score -1.340737e+07 nChanged 5969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62716 members 
Mstep: Class 2 contains 50224 members 
Entering Unmasked Estep 
Score: -13410938.000000 Penalty: 3781.249023
	Iteration 6F: 3 clusters Score -1.341094e+07 nChanged 7328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65494 members 
Mstep: Class 2 contains 47446 members 
Entering Unmasked Estep 
Score: -13416576.000000 Penalty: 3781.249023
	Iteration 7F: 3 clusters Score -1.341658e+07 nChanged 8279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68105 members 
Mstep: Class 2 contains 44835 members 
Entering Unmasked Estep 
Score: -13423506.000000 Penalty: 3781.249023
	Iteration 8F: 3 clusters Score -1.342351e+07 nChanged 7374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69715 members 
Mstep: Class 2 contains 43225 members 
Entering Unmasked Estep 
Score: -13428174.000000 Penalty: 3781.249023
	Iteration 9F: 3 clusters Score -1.342817e+07 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70638 members 
Mstep: Class 2 contains 42302 members 
Entering Unmasked Estep 
Score: -13430018.000000 Penalty: 3781.249023
	Iteration 10Q: 3 clusters Score -1.343002e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71358 members 
Mstep: Class 2 contains 41582 members 
Entering Unmasked Estep 
Score: -13430742.000000 Penalty: 3781.249023
	Iteration 11Q: 3 clusters Score -1.343074e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71982 members 
Mstep: Class 2 contains 40958 members 
Entering Unmasked Estep 
Score: -13431252.000000 Penalty: 3781.249023
	Iteration 12Q: 3 clusters Score -1.343125e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72571 members 
Mstep: Class 2 contains 40369 members 
Entering Unmasked Estep 
Score: -13431688.000000 Penalty: 3781.249023
	Iteration 13Q: 3 clusters Score -1.343169e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73087 members 
Mstep: Class 2 contains 39853 members 
Entering Unmasked Estep 
Score: -13432096.000000 Penalty: 3781.249023
	Iteration 14Q: 3 clusters Score -1.34321e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73596 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
Score: -13432446.000000 Penalty: 3781.249023
	Iteration 15Q: 3 clusters Score -1.343245e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74013 members 
Mstep: Class 2 contains 38927 members 
Entering Unmasked Estep 
Score: -13432733.000000 Penalty: 3781.249023
	Iteration 16Q: 3 clusters Score -1.343273e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74333 members 
Mstep: Class 2 contains 38607 members 
Entering Unmasked Estep 
Score: -13432962.000000 Penalty: 3781.249023
	Iteration 17Q: 3 clusters Score -1.343296e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74533 members 
Mstep: Class 2 contains 38407 members 
Entering Unmasked Estep 
Score: -13433188.000000 Penalty: 3781.249023
	Iteration 18Q: 3 clusters Score -1.343319e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74712 members 
Mstep: Class 2 contains 38228 members 
Entering Unmasked Estep 
Score: -13433306.000000 Penalty: 3781.249023
	Iteration 19Q: 3 clusters Score -1.343331e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74869 members 
Mstep: Class 2 contains 38071 members 
Entering Unmasked Estep 
Score: -13433363.000000 Penalty: 3781.249023
	Iteration 20F: 3 clusters Score -1.343336e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74999 members 
Mstep: Class 2 contains 37941 members 
Entering Unmasked Estep 
Score: -13433486.000000 Penalty: 3781.249023
	Iteration 21Q: 3 clusters Score -1.343349e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75178 members 
Mstep: Class 2 contains 37762 members 
Entering Unmasked Estep 
Score: -13433529.000000 Penalty: 3781.249023
	Iteration 22Q: 3 clusters Score -1.343353e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75335 members 
Mstep: Class 2 contains 37605 members 
Entering Unmasked Estep 
Score: -13433649.000000 Penalty: 3781.249023
	Iteration 23Q: 3 clusters Score -1.343365e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75485 members 
Mstep: Class 2 contains 37455 members 
Entering Unmasked Estep 
Score: -13433707.000000 Penalty: 3781.249023
	Iteration 24Q: 3 clusters Score -1.343371e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75638 members 
Mstep: Class 2 contains 37302 members 
Entering Unmasked Estep 
Score: -13433736.000000 Penalty: 3781.249023
	Iteration 25Q: 3 clusters Score -1.343374e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75796 members 
Mstep: Class 2 contains 37144 members 
Entering Unmasked Estep 
Score: -13433820.000000 Penalty: 3781.249023
	Iteration 26Q: 3 clusters Score -1.343382e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75989 members 
Mstep: Class 2 contains 36951 members 
Entering Unmasked Estep 
Score: -13433805.000000 Penalty: 3781.249023
	Iteration 27Q: 3 clusters Score -1.34338e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76158 members 
Mstep: Class 2 contains 36782 members 
Entering Unmasked Estep 
Score: -13433837.000000 Penalty: 3781.249023
	Iteration 28Q: 3 clusters Score -1.343384e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76344 members 
Mstep: Class 2 contains 36596 members 
Entering Unmasked Estep 
Score: -13433861.000000 Penalty: 3781.249023
	Iteration 29Q: 3 clusters Score -1.343386e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76528 members 
Mstep: Class 2 contains 36412 members 
Entering Unmasked Estep 
Score: -13433845.000000 Penalty: 3781.249023
	Iteration 30Q: 3 clusters Score -1.343384e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76703 members 
Mstep: Class 2 contains 36237 members 
Entering Unmasked Estep 
Score: -13433862.000000 Penalty: 3781.249023
	Iteration 31Q: 3 clusters Score -1.343386e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76858 members 
Mstep: Class 2 contains 36082 members 
Entering Unmasked Estep 
Score: -13433870.000000 Penalty: 3781.249023
	Iteration 32Q: 3 clusters Score -1.343387e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76994 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -13433901.000000 Penalty: 3781.249023
	Iteration 33Q: 3 clusters Score -1.34339e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77120 members 
Mstep: Class 2 contains 35820 members 
Entering Unmasked Estep 
Score: -13433920.000000 Penalty: 3781.249023
	Iteration 34Q: 3 clusters Score -1.343392e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77236 members 
Mstep: Class 2 contains 35704 members 
Entering Unmasked Estep 
Score: -13433919.000000 Penalty: 3781.249023
	Iteration 35Q: 3 clusters Score -1.343392e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77377 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -13433922.000000 Penalty: 3781.249023
	Iteration 36Q: 3 clusters Score -1.343392e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77508 members 
Mstep: Class 2 contains 35432 members 
Entering Unmasked Estep 
Score: -13433917.000000 Penalty: 3781.249023
	Iteration 37Q: 3 clusters Score -1.343392e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77647 members 
Mstep: Class 2 contains 35293 members 
Entering Unmasked Estep 
Score: -13433913.000000 Penalty: 3781.249023
	Iteration 38Q: 3 clusters Score -1.343391e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77777 members 
Mstep: Class 2 contains 35163 members 
Entering Unmasked Estep 
Score: -13433902.000000 Penalty: 3781.249023
	Iteration 39Q: 3 clusters Score -1.34339e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77887 members 
Mstep: Class 2 contains 35053 members 
Entering Unmasked Estep 
Score: -13433953.000000 Penalty: 3781.249023
	Iteration 40F: 3 clusters Score -1.343395e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78009 members 
Mstep: Class 2 contains 34931 members 
Entering Unmasked Estep 
Score: -13433962.000000 Penalty: 3781.249023
	Iteration 41Q: 3 clusters Score -1.343396e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78143 members 
Mstep: Class 2 contains 34797 members 
Entering Unmasked Estep 
Score: -13433995.000000 Penalty: 3781.249023
	Iteration 42Q: 3 clusters Score -1.3434e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78268 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -13433989.000000 Penalty: 3781.249023
	Iteration 43Q: 3 clusters Score -1.343399e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78406 members 
Mstep: Class 2 contains 34534 members 
Entering Unmasked Estep 
Score: -13434008.000000 Penalty: 3781.249023
	Iteration 44Q: 3 clusters Score -1.343401e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78564 members 
Mstep: Class 2 contains 34376 members 
Entering Unmasked Estep 
Score: -13434028.000000 Penalty: 3781.249023
	Iteration 45Q: 3 clusters Score -1.343403e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78732 members 
Mstep: Class 2 contains 34208 members 
Entering Unmasked Estep 
Score: -13434053.000000 Penalty: 3781.249023
	Iteration 46Q: 3 clusters Score -1.343405e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78906 members 
Mstep: Class 2 contains 34034 members 
Entering Unmasked Estep 
Score: -13434111.000000 Penalty: 3781.249023
	Iteration 47Q: 3 clusters Score -1.343411e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79066 members 
Mstep: Class 2 contains 33874 members 
Entering Unmasked Estep 
Score: -13434142.000000 Penalty: 3781.249023
	Iteration 48Q: 3 clusters Score -1.343414e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79231 members 
Mstep: Class 2 contains 33709 members 
Entering Unmasked Estep 
Score: -13434170.000000 Penalty: 3781.249023
	Iteration 49Q: 3 clusters Score -1.343417e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79390 members 
Mstep: Class 2 contains 33550 members 
Entering Unmasked Estep 
Score: -13434159.000000 Penalty: 3781.249023
	Iteration 50Q: 3 clusters Score -1.343416e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79555 members 
Mstep: Class 2 contains 33385 members 
Entering Unmasked Estep 
Score: -13434148.000000 Penalty: 3781.249023
	Iteration 51Q: 3 clusters Score -1.343415e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79715 members 
Mstep: Class 2 contains 33225 members 
Entering Unmasked Estep 
Score: -13434168.000000 Penalty: 3781.249023
	Iteration 52Q: 3 clusters Score -1.343417e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79883 members 
Mstep: Class 2 contains 33057 members 
Entering Unmasked Estep 
Score: -13434212.000000 Penalty: 3781.249023
	Iteration 53Q: 3 clusters Score -1.343421e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80061 members 
Mstep: Class 2 contains 32879 members 
Entering Unmasked Estep 
Score: -13434224.000000 Penalty: 3781.249023
	Iteration 54Q: 3 clusters Score -1.343422e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80287 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -13434250.000000 Penalty: 3781.249023
	Iteration 55Q: 3 clusters Score -1.343425e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80537 members 
Mstep: Class 2 contains 32403 members 
Entering Unmasked Estep 
Score: -13434287.000000 Penalty: 3781.249023
	Iteration 56Q: 3 clusters Score -1.343429e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80793 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
Score: -13434287.000000 Penalty: 3781.249023
	Iteration 57Q: 3 clusters Score -1.343429e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81107 members 
Mstep: Class 2 contains 31833 members 
Entering Unmasked Estep 
Score: -13434323.000000 Penalty: 3781.249023
	Iteration 58Q: 3 clusters Score -1.343432e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81444 members 
Mstep: Class 2 contains 31496 members 
Entering Unmasked Estep 
Score: -13434344.000000 Penalty: 3781.249023
	Iteration 59Q: 3 clusters Score -1.343434e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81819 members 
Mstep: Class 2 contains 31121 members 
Entering Unmasked Estep 
Score: -13434395.000000 Penalty: 3781.249023
	Iteration 60F: 3 clusters Score -1.34344e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82188 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -13434466.000000 Penalty: 3781.249023
	Iteration 61Q: 3 clusters Score -1.343447e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82642 members 
Mstep: Class 2 contains 30298 members 
Entering Unmasked Estep 
Score: -13434484.000000 Penalty: 3781.249023
	Iteration 62Q: 3 clusters Score -1.343448e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83183 members 
Mstep: Class 2 contains 29757 members 
Entering Unmasked Estep 
Score: -13434633.000000 Penalty: 3781.249023
	Iteration 63Q: 3 clusters Score -1.343463e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83836 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -13434793.000000 Penalty: 3781.249023
	Iteration 64Q: 3 clusters Score -1.343479e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84675 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -13434935.000000 Penalty: 3781.249023
	Iteration 65Q: 3 clusters Score -1.343494e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85730 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -13435190.000000 Penalty: 3781.249023
	Iteration 66Q: 3 clusters Score -1.343519e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87028 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -13435443.000000 Penalty: 3781.249023
	Iteration 67Q: 3 clusters Score -1.343544e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88561 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -13435834.000000 Penalty: 3781.249023
	Iteration 68Q: 3 clusters Score -1.343583e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90270 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -13436203.000000 Penalty: 3781.249023
	Iteration 69Q: 3 clusters Score -1.34362e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92231 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -13436507.000000 Penalty: 3781.249023
	Iteration 70Q: 3 clusters Score -1.343651e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94404 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -13436834.000000 Penalty: 3781.249023
	Iteration 71Q: 3 clusters Score -1.343683e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96618 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -13437116.000000 Penalty: 3781.249023
	Iteration 72Q: 3 clusters Score -1.343712e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98728 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -13437399.000000 Penalty: 3781.249023
	Iteration 73Q: 3 clusters Score -1.34374e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100761 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -13437702.000000 Penalty: 3781.249023
	Iteration 74Q: 3 clusters Score -1.34377e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102672 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -13438022.000000 Penalty: 3781.249023
	Iteration 75Q: 3 clusters Score -1.343802e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104320 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -13438329.000000 Penalty: 3781.249023
	Iteration 76Q: 3 clusters Score -1.343833e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105708 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -13438480.000000 Penalty: 3781.249023
	Iteration 77Q: 3 clusters Score -1.343848e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106892 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -13438632.000000 Penalty: 3781.249023
	Iteration 78Q: 3 clusters Score -1.343863e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107902 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -13438829.000000 Penalty: 3781.249023
	Iteration 79Q: 3 clusters Score -1.343883e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108705 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -13439032.000000 Penalty: 3781.249023
	Iteration 80F: 3 clusters Score -1.343903e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109557 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -13439260.000000 Penalty: 3781.249023
	Iteration 81Q: 3 clusters Score -1.343926e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110211 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -13439365.000000 Penalty: 3781.249023
	Iteration 82Q: 3 clusters Score -1.343936e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110681 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -13439406.000000 Penalty: 3781.249023
	Iteration 83Q: 3 clusters Score -1.343941e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111053 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -13439485.000000 Penalty: 3781.249023
	Iteration 84Q: 3 clusters Score -1.343948e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111330 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -13439582.000000 Penalty: 3781.249023
	Iteration 85Q: 3 clusters Score -1.343958e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111578 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -13439608.000000 Penalty: 3781.249023
	Iteration 86Q: 3 clusters Score -1.343961e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111777 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -13439626.000000 Penalty: 3781.249023
	Iteration 87Q: 3 clusters Score -1.343963e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111924 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -13439658.000000 Penalty: 3781.249023
	Iteration 88Q: 3 clusters Score -1.343966e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112040 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -13439705.000000 Penalty: 3781.249023
	Iteration 89Q: 3 clusters Score -1.34397e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112133 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -13439698.000000 Penalty: 3781.249023
	Iteration 90Q: 3 clusters Score -1.34397e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112195 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -13439696.000000 Penalty: 3781.249023
	Iteration 91Q: 3 clusters Score -1.34397e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112240 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -13439685.000000 Penalty: 3781.249023
	Iteration 92Q: 3 clusters Score -1.343968e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112286 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -13439669.000000 Penalty: 3781.249023
	Iteration 93Q: 3 clusters Score -1.343967e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112304 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -13439681.000000 Penalty: 3781.249023
	Iteration 94Q: 3 clusters Score -1.343968e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112322 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -13439686.000000 Penalty: 3781.249023
	Iteration 95Q: 3 clusters Score -1.343969e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112343 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -13439687.000000 Penalty: 3781.249023
	Iteration 96Q: 3 clusters Score -1.343969e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112361 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -13439682.000000 Penalty: 3781.249023
	Iteration 97Q: 3 clusters Score -1.343968e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112371 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -13439684.000000 Penalty: 3781.249023
	Iteration 98Q: 3 clusters Score -1.343968e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112380 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -13439688.000000 Penalty: 3781.249023
	Iteration 99Q: 3 clusters Score -1.343969e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112389 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -13439686.000000 Penalty: 3781.249023
	Iteration 100F: 3 clusters Score -1.343969e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112396 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -13439679.000000 Penalty: 3781.249023
	Iteration 101Q: 3 clusters Score -1.343968e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112401 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -13439678.000000 Penalty: 3781.249023
	Iteration 102Q: 3 clusters Score -1.343968e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112407 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -13439679.000000 Penalty: 3781.249023
	Iteration 103Q: 3 clusters Score -1.343968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112409 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -13439681.000000 Penalty: 3781.249023
	Iteration 104Q: 3 clusters Score -1.343968e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112412 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -13439677.000000 Penalty: 3781.249023
	Iteration 105Q: 3 clusters Score -1.343968e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112414 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -13439681.000000 Penalty: 3781.249023
	Iteration 106Q: 3 clusters Score -1.343968e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112417 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -13439664.000000 Penalty: 3781.249023
	Iteration 107Q: 3 clusters Score -1.343966e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112421 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -13439671.000000 Penalty: 3781.249023
	Iteration 108Q: 3 clusters Score -1.343967e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112424 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -13439675.000000 Penalty: 3781.249023
	Iteration 109Q: 3 clusters Score -1.343968e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112428 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -13439669.000000 Penalty: 3781.249023
	Iteration 110Q: 3 clusters Score -1.343967e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112431 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -13439668.000000 Penalty: 3781.249023
	Iteration 111Q: 3 clusters Score -1.343967e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112434 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -13439672.000000 Penalty: 3781.249023
	Iteration 112Q: 3 clusters Score -1.343967e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112437 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -13439678.000000 Penalty: 3781.249023
	Iteration 113Q: 3 clusters Score -1.343968e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112437 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -13439678.000000 Penalty: 3781.249023
	Iteration 114F: 3 clusters Score -1.343968e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (91272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91272 members 
Entering Unmasked Estep 
Score: -10844702.000000 Penalty: 1856.009888
	Iteration 0F: 2 clusters Score -1.08447e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45493 members 
Mstep: Class 2 contains 45779 members 
Entering Unmasked Estep 
Score: -10783909.000000 Penalty: 3712.019775
	Iteration 0F: 3 clusters Score -1.078391e+07 nChanged 43591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 46704 members 
Entering Unmasked Estep 
Score: -10809154.000000 Penalty: 3712.019775
	Iteration 1F: 3 clusters Score -1.080915e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 47248 members 
Entering Unmasked Estep 
Score: -10810289.000000 Penalty: 3712.019775
	Iteration 2Q: 3 clusters Score -1.081029e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43250 members 
Mstep: Class 2 contains 48022 members 
Entering Unmasked Estep 
Score: -10811899.000000 Penalty: 3712.019775
	Iteration 3Q: 3 clusters Score -1.08119e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 49198 members 
Entering Unmasked Estep 
Score: -10814178.000000 Penalty: 3712.019775
	Iteration 4Q: 3 clusters Score -1.081418e+07 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40201 members 
Mstep: Class 2 contains 51071 members 
Entering Unmasked Estep 
Score: -10816976.000000 Penalty: 3712.019775
	Iteration 5F: 3 clusters Score -1.081698e+07 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37357 members 
Mstep: Class 2 contains 53915 members 
Entering Unmasked Estep 
Score: -10820501.000000 Penalty: 3712.019775
	Iteration 6F: 3 clusters Score -1.08205e+07 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33735 members 
Mstep: Class 2 contains 57537 members 
Entering Unmasked Estep 
Score: -10824625.000000 Penalty: 3712.019775
	Iteration 7F: 3 clusters Score -1.082462e+07 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 61431 members 
Entering Unmasked Estep 
Score: -10828861.000000 Penalty: 3712.019775
	Iteration 8F: 3 clusters Score -1.082886e+07 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 64838 members 
Entering Unmasked Estep 
Score: -10832319.000000 Penalty: 3712.019775
	Iteration 9F: 3 clusters Score -1.083232e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 67513 members 
Entering Unmasked Estep 
Score: -10834513.000000 Penalty: 3712.019775
	Iteration 10Q: 3 clusters Score -1.083451e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 69751 members 
Entering Unmasked Estep 
Score: -10835945.000000 Penalty: 3712.019775
	Iteration 11Q: 3 clusters Score -1.083594e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 71856 members 
Entering Unmasked Estep 
Score: -10836907.000000 Penalty: 3712.019775
	Iteration 12Q: 3 clusters Score -1.083691e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 73859 members 
Entering Unmasked Estep 
Score: -10837773.000000 Penalty: 3712.019775
	Iteration 13Q: 3 clusters Score -1.083777e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 75717 members 
Entering Unmasked Estep 
Score: -10838591.000000 Penalty: 3712.019775
	Iteration 14Q: 3 clusters Score -1.083859e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 77484 members 
Entering Unmasked Estep 
Score: -10839500.000000 Penalty: 3712.019775
	Iteration 15Q: 3 clusters Score -1.08395e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 79144 members 
Entering Unmasked Estep 
Score: -10840320.000000 Penalty: 3712.019775
	Iteration 16Q: 3 clusters Score -1.084032e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 80630 members 
Entering Unmasked Estep 
Score: -10841157.000000 Penalty: 3712.019775
	Iteration 17Q: 3 clusters Score -1.084116e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 81876 members 
Entering Unmasked Estep 
Score: -10841793.000000 Penalty: 3712.019775
	Iteration 18Q: 3 clusters Score -1.084179e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 82917 members 
Entering Unmasked Estep 
Score: -10842251.000000 Penalty: 3712.019775
	Iteration 19Q: 3 clusters Score -1.084225e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 83758 members 
Entering Unmasked Estep 
Score: -10842654.000000 Penalty: 3712.019775
	Iteration 20F: 3 clusters Score -1.084265e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 84451 members 
Entering Unmasked Estep 
Score: -10842882.000000 Penalty: 3712.019775
	Iteration 21Q: 3 clusters Score -1.084288e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 84971 members 
Entering Unmasked Estep 
Score: -10843029.000000 Penalty: 3712.019775
	Iteration 22Q: 3 clusters Score -1.084303e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 85434 members 
Entering Unmasked Estep 
Score: -10843202.000000 Penalty: 3712.019775
	Iteration 23Q: 3 clusters Score -1.08432e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 85834 members 
Entering Unmasked Estep 
Score: -10843325.000000 Penalty: 3712.019775
	Iteration 24Q: 3 clusters Score -1.084332e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 86198 members 
Entering Unmasked Estep 
Score: -10843392.000000 Penalty: 3712.019775
	Iteration 25Q: 3 clusters Score -1.084339e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 86541 members 
Entering Unmasked Estep 
Score: -10843485.000000 Penalty: 3712.019775
	Iteration 26Q: 3 clusters Score -1.084348e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 86863 members 
Entering Unmasked Estep 
Score: -10843549.000000 Penalty: 3712.019775
	Iteration 27Q: 3 clusters Score -1.084355e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 87137 members 
Entering Unmasked Estep 
Score: -10843610.000000 Penalty: 3712.019775
	Iteration 28Q: 3 clusters Score -1.084361e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 87354 members 
Entering Unmasked Estep 
Score: -10843683.000000 Penalty: 3712.019775
	Iteration 29Q: 3 clusters Score -1.084368e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 87532 members 
Entering Unmasked Estep 
Score: -10843703.000000 Penalty: 3712.019775
	Iteration 30Q: 3 clusters Score -1.08437e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 87676 members 
Entering Unmasked Estep 
Score: -10843746.000000 Penalty: 3712.019775
	Iteration 31Q: 3 clusters Score -1.084375e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 87798 members 
Entering Unmasked Estep 
Score: -10843752.000000 Penalty: 3712.019775
	Iteration 32Q: 3 clusters Score -1.084375e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 87906 members 
Entering Unmasked Estep 
Score: -10843739.000000 Penalty: 3712.019775
	Iteration 33Q: 3 clusters Score -1.084374e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 88008 members 
Entering Unmasked Estep 
Score: -10843788.000000 Penalty: 3712.019775
	Iteration 34Q: 3 clusters Score -1.084379e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 88098 members 
Entering Unmasked Estep 
Score: -10843810.000000 Penalty: 3712.019775
	Iteration 35Q: 3 clusters Score -1.084381e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 88181 members 
Entering Unmasked Estep 
Score: -10843839.000000 Penalty: 3712.019775
	Iteration 36Q: 3 clusters Score -1.084384e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 88253 members 
Entering Unmasked Estep 
Score: -10843862.000000 Penalty: 3712.019775
	Iteration 37Q: 3 clusters Score -1.084386e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 88311 members 
Entering Unmasked Estep 
Score: -10843887.000000 Penalty: 3712.019775
	Iteration 38Q: 3 clusters Score -1.084389e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 88360 members 
Entering Unmasked Estep 
Score: -10843878.000000 Penalty: 3712.019775
	Iteration 39Q: 3 clusters Score -1.084388e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 88407 members 
Entering Unmasked Estep 
Score: -10843898.000000 Penalty: 3712.019775
	Iteration 40F: 3 clusters Score -1.08439e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 88450 members 
Entering Unmasked Estep 
Score: -10843911.000000 Penalty: 3712.019775
	Iteration 41Q: 3 clusters Score -1.084391e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 88492 members 
Entering Unmasked Estep 
Score: -10843897.000000 Penalty: 3712.019775
	Iteration 42Q: 3 clusters Score -1.08439e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 88534 members 
Entering Unmasked Estep 
Score: -10843896.000000 Penalty: 3712.019775
	Iteration 43Q: 3 clusters Score -1.08439e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 88582 members 
Entering Unmasked Estep 
Score: -10843882.000000 Penalty: 3712.019775
	Iteration 44Q: 3 clusters Score -1.084388e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 88621 members 
Entering Unmasked Estep 
Score: -10843917.000000 Penalty: 3712.019775
	Iteration 45Q: 3 clusters Score -1.084392e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 88654 members 
Entering Unmasked Estep 
Score: -10843914.000000 Penalty: 3712.019775
	Iteration 46Q: 3 clusters Score -1.084391e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 88684 members 
Entering Unmasked Estep 
Score: -10843910.000000 Penalty: 3712.019775
	Iteration 47Q: 3 clusters Score -1.084391e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 88714 members 
Entering Unmasked Estep 
Score: -10843907.000000 Penalty: 3712.019775
	Iteration 48Q: 3 clusters Score -1.084391e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 88740 members 
Entering Unmasked Estep 
Score: -10843915.000000 Penalty: 3712.019775
	Iteration 49Q: 3 clusters Score -1.084392e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 88765 members 
Entering Unmasked Estep 
Score: -10843919.000000 Penalty: 3712.019775
	Iteration 50Q: 3 clusters Score -1.084392e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 88789 members 
Entering Unmasked Estep 
Score: -10843914.000000 Penalty: 3712.019775
	Iteration 51Q: 3 clusters Score -1.084391e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 88802 members 
Entering Unmasked Estep 
Score: -10843919.000000 Penalty: 3712.019775
	Iteration 52Q: 3 clusters Score -1.084392e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 88816 members 
Entering Unmasked Estep 
Score: -10843911.000000 Penalty: 3712.019775
	Iteration 53Q: 3 clusters Score -1.084391e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 88829 members 
Entering Unmasked Estep 
Score: -10843905.000000 Penalty: 3712.019775
	Iteration 54Q: 3 clusters Score -1.08439e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 88838 members 
Entering Unmasked Estep 
Score: -10843908.000000 Penalty: 3712.019775
	Iteration 55Q: 3 clusters Score -1.084391e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 88849 members 
Entering Unmasked Estep 
Score: -10843922.000000 Penalty: 3712.019775
	Iteration 56Q: 3 clusters Score -1.084392e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 88858 members 
Entering Unmasked Estep 
Score: -10843916.000000 Penalty: 3712.019775
	Iteration 57Q: 3 clusters Score -1.084392e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 88864 members 
Entering Unmasked Estep 
Score: -10843920.000000 Penalty: 3712.019775
	Iteration 58Q: 3 clusters Score -1.084392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 88866 members 
Entering Unmasked Estep 
Score: -10843922.000000 Penalty: 3712.019775
	Iteration 59Q: 3 clusters Score -1.084392e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 88869 members 
Entering Unmasked Estep 
Score: -10843925.000000 Penalty: 3712.019775
	Iteration 60F: 3 clusters Score -1.084392e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 88872 members 
Entering Unmasked Estep 
Score: -10843923.000000 Penalty: 3712.019775
	Iteration 61Q: 3 clusters Score -1.084392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 88874 members 
Entering Unmasked Estep 
Score: -10843920.000000 Penalty: 3712.019775
	Iteration 62Q: 3 clusters Score -1.084392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 88876 members 
Entering Unmasked Estep 
Score: -10843921.000000 Penalty: 3712.019775
	Iteration 63Q: 3 clusters Score -1.084392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 88878 members 
Entering Unmasked Estep 
Score: -10843924.000000 Penalty: 3712.019775
	Iteration 64Q: 3 clusters Score -1.084392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 88880 members 
Entering Unmasked Estep 
Score: -10843918.000000 Penalty: 3712.019775
	Iteration 65Q: 3 clusters Score -1.084392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 88882 members 
Entering Unmasked Estep 
Score: -10843922.000000 Penalty: 3712.019775
	Iteration 66Q: 3 clusters Score -1.084392e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 88882 members 
Entering Unmasked Estep 
Score: -10843922.000000 Penalty: 3712.019775
	Iteration 67F: 3 clusters Score -1.084392e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (82550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82550 members 
Entering Unmasked Estep 
Score: -9338940.000000 Penalty: 1839.688354
	Iteration 0F: 2 clusters Score -9338940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41497 members 
Mstep: Class 2 contains 41053 members 
Entering Unmasked Estep 
Score: -9283901.000000 Penalty: 3679.376709
	Iteration 0F: 3 clusters Score -9283901 nChanged 39112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43695 members 
Mstep: Class 2 contains 38855 members 
Entering Unmasked Estep 
Score: -9307392.000000 Penalty: 3679.376709
	Iteration 1F: 3 clusters Score -9307392 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45069 members 
Mstep: Class 2 contains 37481 members 
Entering Unmasked Estep 
Score: -9308701.000000 Penalty: 3679.376709
	Iteration 2Q: 3 clusters Score -9308701 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47048 members 
Mstep: Class 2 contains 35502 members 
Entering Unmasked Estep 
Score: -9310610.000000 Penalty: 3679.376709
	Iteration 3F: 3 clusters Score -9310610 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49807 members 
Mstep: Class 2 contains 32743 members 
Entering Unmasked Estep 
Score: -9313549.000000 Penalty: 3679.376709
	Iteration 4F: 3 clusters Score -9313549 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53302 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -9317712.000000 Penalty: 3679.376709
	Iteration 5F: 3 clusters Score -9317712 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57046 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -9322620.000000 Penalty: 3679.376709
	Iteration 6F: 3 clusters Score -9322620 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60368 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -9326881.000000 Penalty: 3679.376709
	Iteration 7F: 3 clusters Score -9326881 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62762 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -9329658.000000 Penalty: 3679.376709
	Iteration 8Q: 3 clusters Score -9329658 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64545 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -9331226.000000 Penalty: 3679.376709
	Iteration 9Q: 3 clusters Score -9331226 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65873 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -9332108.000000 Penalty: 3679.376709
	Iteration 10Q: 3 clusters Score -9332108 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67049 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -9332678.000000 Penalty: 3679.376709
	Iteration 11Q: 3 clusters Score -9332678 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68101 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -9333123.000000 Penalty: 3679.376709
	Iteration 12Q: 3 clusters Score -9333123 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69086 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -9333533.000000 Penalty: 3679.376709
	Iteration 13Q: 3 clusters Score -9333533 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69992 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -9333850.000000 Penalty: 3679.376709
	Iteration 14Q: 3 clusters Score -9333850 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70853 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -9334145.000000 Penalty: 3679.376709
	Iteration 15Q: 3 clusters Score -9334145 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71632 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -9334379.000000 Penalty: 3679.376709
	Iteration 16Q: 3 clusters Score -9334379 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72377 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -9334644.000000 Penalty: 3679.376709
	Iteration 17Q: 3 clusters Score -9334644 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73099 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -9334923.000000 Penalty: 3679.376709
	Iteration 18Q: 3 clusters Score -9334923 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73755 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -9335102.000000 Penalty: 3679.376709
	Iteration 19Q: 3 clusters Score -9335102 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74348 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -9335290.000000 Penalty: 3679.376709
	Iteration 20F: 3 clusters Score -9335290 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74951 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -9335520.000000 Penalty: 3679.376709
	Iteration 21Q: 3 clusters Score -9335520 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75512 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -9335763.000000 Penalty: 3679.376709
	Iteration 22Q: 3 clusters Score -9335763 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76024 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -9335956.000000 Penalty: 3679.376709
	Iteration 23Q: 3 clusters Score -9335956 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76517 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -9336128.000000 Penalty: 3679.376709
	Iteration 24Q: 3 clusters Score -9336128 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76932 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -9336229.000000 Penalty: 3679.376709
	Iteration 25Q: 3 clusters Score -9336229 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77357 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -9336366.000000 Penalty: 3679.376709
	Iteration 26Q: 3 clusters Score -9336366 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77749 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -9336508.000000 Penalty: 3679.376709
	Iteration 27Q: 3 clusters Score -9336508 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78079 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -9336632.000000 Penalty: 3679.376709
	Iteration 28Q: 3 clusters Score -9336632 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78400 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -9336717.000000 Penalty: 3679.376709
	Iteration 29Q: 3 clusters Score -9336717 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78701 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -9336805.000000 Penalty: 3679.376709
	Iteration 30Q: 3 clusters Score -9336805 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78958 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -9336850.000000 Penalty: 3679.376709
	Iteration 31Q: 3 clusters Score -9336850 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79196 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -9336947.000000 Penalty: 3679.376709
	Iteration 32Q: 3 clusters Score -9336947 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79398 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -9336997.000000 Penalty: 3679.376709
	Iteration 33Q: 3 clusters Score -9336997 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79593 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -9337032.000000 Penalty: 3679.376709
	Iteration 34Q: 3 clusters Score -9337032 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79786 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -9337073.000000 Penalty: 3679.376709
	Iteration 35Q: 3 clusters Score -9337073 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79951 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -9337125.000000 Penalty: 3679.376709
	Iteration 36Q: 3 clusters Score -9337125 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80095 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -9337158.000000 Penalty: 3679.376709
	Iteration 37Q: 3 clusters Score -9337158 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80235 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -9337190.000000 Penalty: 3679.376709
	Iteration 38Q: 3 clusters Score -9337190 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80348 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -9337223.000000 Penalty: 3679.376709
	Iteration 39Q: 3 clusters Score -9337223 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80434 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -9337250.000000 Penalty: 3679.376709
	Iteration 40F: 3 clusters Score -9337250 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80523 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -9337286.000000 Penalty: 3679.376709
	Iteration 41Q: 3 clusters Score -9337286 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80591 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -9337308.000000 Penalty: 3679.376709
	Iteration 42Q: 3 clusters Score -9337308 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80644 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -9337345.000000 Penalty: 3679.376709
	Iteration 43Q: 3 clusters Score -9337345 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80709 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -9337353.000000 Penalty: 3679.376709
	Iteration 44Q: 3 clusters Score -9337353 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80777 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -9337361.000000 Penalty: 3679.376709
	Iteration 45Q: 3 clusters Score -9337361 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80835 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -9337391.000000 Penalty: 3679.376709
	Iteration 46Q: 3 clusters Score -9337391 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80886 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -9337404.000000 Penalty: 3679.376709
	Iteration 47Q: 3 clusters Score -9337404 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80932 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -9337409.000000 Penalty: 3679.376709
	Iteration 48Q: 3 clusters Score -9337409 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80966 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -9337411.000000 Penalty: 3679.376709
	Iteration 49Q: 3 clusters Score -9337411 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80997 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -9337435.000000 Penalty: 3679.376709
	Iteration 50Q: 3 clusters Score -9337435 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81024 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -9337447.000000 Penalty: 3679.376709
	Iteration 51Q: 3 clusters Score -9337447 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81045 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -9337455.000000 Penalty: 3679.376709
	Iteration 52Q: 3 clusters Score -9337455 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81067 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -9337461.000000 Penalty: 3679.376709
	Iteration 53Q: 3 clusters Score -9337461 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81094 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -9337463.000000 Penalty: 3679.376709
	Iteration 54Q: 3 clusters Score -9337463 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81117 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -9337469.000000 Penalty: 3679.376709
	Iteration 55Q: 3 clusters Score -9337469 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81135 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -9337466.000000 Penalty: 3679.376709
	Iteration 56Q: 3 clusters Score -9337466 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81154 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -9337471.000000 Penalty: 3679.376709
	Iteration 57Q: 3 clusters Score -9337471 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81174 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -9337497.000000 Penalty: 3679.376709
	Iteration 58Q: 3 clusters Score -9337497 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81183 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -9337494.000000 Penalty: 3679.376709
	Iteration 59Q: 3 clusters Score -9337494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81189 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -9337498.000000 Penalty: 3679.376709
	Iteration 60F: 3 clusters Score -9337498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81198 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -9337504.000000 Penalty: 3679.376709
	Iteration 61Q: 3 clusters Score -9337504 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81215 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -9337511.000000 Penalty: 3679.376709
	Iteration 62Q: 3 clusters Score -9337511 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81234 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -9337508.000000 Penalty: 3679.376709
	Iteration 63Q: 3 clusters Score -9337508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81245 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -9337502.000000 Penalty: 3679.376709
	Iteration 64Q: 3 clusters Score -9337502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81254 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -9337524.000000 Penalty: 3679.376709
	Iteration 65Q: 3 clusters Score -9337524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81264 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -9337522.000000 Penalty: 3679.376709
	Iteration 66Q: 3 clusters Score -9337522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81272 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -9337527.000000 Penalty: 3679.376709
	Iteration 67Q: 3 clusters Score -9337527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81279 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -9337530.000000 Penalty: 3679.376709
	Iteration 68Q: 3 clusters Score -9337530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81291 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -9337524.000000 Penalty: 3679.376709
	Iteration 69Q: 3 clusters Score -9337524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81302 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -9337532.000000 Penalty: 3679.376709
	Iteration 70Q: 3 clusters Score -9337532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81315 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -9337530.000000 Penalty: 3679.376709
	Iteration 71Q: 3 clusters Score -9337530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81324 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -9337532.000000 Penalty: 3679.376709
	Iteration 72Q: 3 clusters Score -9337532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81332 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -9337537.000000 Penalty: 3679.376709
	Iteration 73Q: 3 clusters Score -9337537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81340 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -9337540.000000 Penalty: 3679.376709
	Iteration 74Q: 3 clusters Score -9337540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81340 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -9337544.000000 Penalty: 3679.376709
	Iteration 75Q: 3 clusters Score -9337544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81344 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -9337550.000000 Penalty: 3679.376709
	Iteration 76Q: 3 clusters Score -9337550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81347 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -9337549.000000 Penalty: 3679.376709
	Iteration 77Q: 3 clusters Score -9337549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81348 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -9337547.000000 Penalty: 3679.376709
	Iteration 78Q: 3 clusters Score -9337547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81350 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -9337545.000000 Penalty: 3679.376709
	Iteration 79Q: 3 clusters Score -9337545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81352 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -9337537.000000 Penalty: 3679.376709
	Iteration 80F: 3 clusters Score -9337537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81358 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -9337537.000000 Penalty: 3679.376709
	Iteration 81Q: 3 clusters Score -9337537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81364 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -9337544.000000 Penalty: 3679.376709
	Iteration 82Q: 3 clusters Score -9337544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81365 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -9337548.000000 Penalty: 3679.376709
	Iteration 83Q: 3 clusters Score -9337548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81368 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -9337550.000000 Penalty: 3679.376709
	Iteration 84Q: 3 clusters Score -9337550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81369 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -9337553.000000 Penalty: 3679.376709
	Iteration 85Q: 3 clusters Score -9337553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81372 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -9337554.000000 Penalty: 3679.376709
	Iteration 86Q: 3 clusters Score -9337554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81376 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -9337545.000000 Penalty: 3679.376709
	Iteration 87Q: 3 clusters Score -9337545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81379 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -9337551.000000 Penalty: 3679.376709
	Iteration 88Q: 3 clusters Score -9337551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81382 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -9337548.000000 Penalty: 3679.376709
	Iteration 89Q: 3 clusters Score -9337548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81383 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -9337547.000000 Penalty: 3679.376709
	Iteration 90Q: 3 clusters Score -9337547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81382 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -9337547.000000 Penalty: 3679.376709
	Iteration 91Q: 3 clusters Score -9337547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81382 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -9337547.000000 Penalty: 3679.376709
	Iteration 92F: 3 clusters Score -9337547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (20379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Entering Unmasked Estep 
Score: -2380163.000000 Penalty: 1612.367310
	Iteration 0F: 2 clusters Score -2380163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -2366303.250000 Penalty: 3224.734619
	Iteration 0F: 3 clusters Score -2366303 nChanged 9148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -2371547.750000 Penalty: 3224.734619
	Iteration 1F: 3 clusters Score -2371548 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -2372443.500000 Penalty: 3224.734619
	Iteration 2F: 3 clusters Score -2372444 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -2373697.250000 Penalty: 3224.734619
	Iteration 3F: 3 clusters Score -2373697 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -2375170.750000 Penalty: 3224.734619
	Iteration 4F: 3 clusters Score -2375171 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -2376817.750000 Penalty: 3224.734619
	Iteration 5F: 3 clusters Score -2376818 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -2378317.750000 Penalty: 3224.734619
	Iteration 6F: 3 clusters Score -2378318 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -2379150.750000 Penalty: 3224.734619
	Iteration 7F: 3 clusters Score -2379151 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -2379467.750000 Penalty: 3224.734619
	Iteration 8Q: 3 clusters Score -2379468 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -2379620.000000 Penalty: 3224.734619
	Iteration 9Q: 3 clusters Score -2379620 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -2379693.750000 Penalty: 3224.734619
	Iteration 10Q: 3 clusters Score -2379694 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -2379734.750000 Penalty: 3224.734619
	Iteration 11Q: 3 clusters Score -2379735 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -2379758.250000 Penalty: 3224.734619
	Iteration 12Q: 3 clusters Score -2379758 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -2379761.750000 Penalty: 3224.734619
	Iteration 13Q: 3 clusters Score -2379762 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -2379776.750000 Penalty: 3224.734619
	Iteration 14Q: 3 clusters Score -2379777 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -2379778.750000 Penalty: 3224.734619
	Iteration 15Q: 3 clusters Score -2379779 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -2379789.500000 Penalty: 3224.734619
	Iteration 16Q: 3 clusters Score -2379790 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -2379791.750000 Penalty: 3224.734619
	Iteration 17Q: 3 clusters Score -2379792 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -2379791.250000 Penalty: 3224.734619
	Iteration 18Q: 3 clusters Score -2379791 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -2379796.250000 Penalty: 3224.734619
	Iteration 19Q: 3 clusters Score -2379796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -2379791.000000 Penalty: 3224.734619
	Iteration 20F: 3 clusters Score -2379791 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -2379789.250000 Penalty: 3224.734619
	Iteration 21Q: 3 clusters Score -2379789 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -2379791.750000 Penalty: 3224.734619
	Iteration 22Q: 3 clusters Score -2379792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -2379800.250000 Penalty: 3224.734619
	Iteration 23Q: 3 clusters Score -2379800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -2379800.750000 Penalty: 3224.734619
	Iteration 24Q: 3 clusters Score -2379801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -2379798.750000 Penalty: 3224.734619
	Iteration 25Q: 3 clusters Score -2379799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -2379797.250000 Penalty: 3224.734619
	Iteration 26Q: 3 clusters Score -2379797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -2379801.000000 Penalty: 3224.734619
	Iteration 27Q: 3 clusters Score -2379801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -2379794.000000 Penalty: 3224.734619
	Iteration 28Q: 3 clusters Score -2379794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -2379793.750000 Penalty: 3224.734619
	Iteration 29Q: 3 clusters Score -2379794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -2379793.250000 Penalty: 3224.734619
	Iteration 30Q: 3 clusters Score -2379793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -2379792.250000 Penalty: 3224.734619
	Iteration 31Q: 3 clusters Score -2379792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -2379791.500000 Penalty: 3224.734619
	Iteration 32Q: 3 clusters Score -2379792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -2379789.000000 Penalty: 3224.734619
	Iteration 33Q: 3 clusters Score -2379789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -2379787.000000 Penalty: 3224.734619
	Iteration 34Q: 3 clusters Score -2379787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -2379788.750000 Penalty: 3224.734619
	Iteration 35Q: 3 clusters Score -2379789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -2379791.750000 Penalty: 3224.734619
	Iteration 36Q: 3 clusters Score -2379792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -2379792.250000 Penalty: 3224.734619
	Iteration 37Q: 3 clusters Score -2379792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -2379792.500000 Penalty: 3224.734619
	Iteration 38Q: 3 clusters Score -2379792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -2379790.750000 Penalty: 3224.734619
	Iteration 39Q: 3 clusters Score -2379791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -2379794.500000 Penalty: 3224.734619
	Iteration 40F: 3 clusters Score -2379794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -2379794.250000 Penalty: 3224.734619
	Iteration 41Q: 3 clusters Score -2379794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -2379791.750000 Penalty: 3224.734619
	Iteration 42Q: 3 clusters Score -2379792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -2379791.750000 Penalty: 3224.734619
	Iteration 43F: 3 clusters Score -2379792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Entering Unmasked Estep 
Score: -27241.328125 Penalty: 957.392151
	Iteration 0F: 2 clusters Score -27241.33 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 192 members 
Entering Unmasked Estep 
Score: -26331.833984 Penalty: 1914.784302
	Iteration 0F: 3 clusters Score -26331.83 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -26512.033203 Penalty: 1914.784302
	Iteration 1F: 3 clusters Score -26512.03 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -26592.919922 Penalty: 1914.784302
	Iteration 2F: 3 clusters Score -26592.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -26631.775391 Penalty: 1914.784302
	Iteration 3Q: 3 clusters Score -26631.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -26644.802734 Penalty: 1914.784302
	Iteration 4Q: 3 clusters Score -26644.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -26651.585938 Penalty: 1914.784302
	Iteration 5Q: 3 clusters Score -26651.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -26651.585938 Penalty: 1914.784302
	Iteration 6F: 3 clusters Score -26651.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Entering Unmasked Estep 
Score: -398956.531250 Penalty: 1334.938599
	Iteration 0F: 2 clusters Score -398956.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -395762.656250 Penalty: 2669.877197
	Iteration 0F: 3 clusters Score -395762.7 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -396492.437500 Penalty: 2669.877197
	Iteration 1F: 3 clusters Score -396492.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -396652.750000 Penalty: 2669.877197
	Iteration 2F: 3 clusters Score -396652.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -396773.000000 Penalty: 2669.877197
	Iteration 3F: 3 clusters Score -396773 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -396885.031250 Penalty: 2669.877197
	Iteration 4F: 3 clusters Score -396885 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -396990.812500 Penalty: 2669.877197
	Iteration 5Q: 3 clusters Score -396990.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -397081.062500 Penalty: 2669.877197
	Iteration 6Q: 3 clusters Score -397081.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -397158.218750 Penalty: 2669.877197
	Iteration 7Q: 3 clusters Score -397158.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -397245.968750 Penalty: 2669.877197
	Iteration 8Q: 3 clusters Score -397246 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -397328.937500 Penalty: 2669.877197
	Iteration 9Q: 3 clusters Score -397328.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -397383.843750 Penalty: 2669.877197
	Iteration 10Q: 3 clusters Score -397383.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -397428.843750 Penalty: 2669.877197
	Iteration 11Q: 3 clusters Score -397428.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -397466.843750 Penalty: 2669.877197
	Iteration 12Q: 3 clusters Score -397466.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -397489.031250 Penalty: 2669.877197
	Iteration 13Q: 3 clusters Score -397489 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -397514.312500 Penalty: 2669.877197
	Iteration 14Q: 3 clusters Score -397514.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -397536.656250 Penalty: 2669.877197
	Iteration 15Q: 3 clusters Score -397536.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -397550.562500 Penalty: 2669.877197
	Iteration 16Q: 3 clusters Score -397550.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -397568.281250 Penalty: 2669.877197
	Iteration 17Q: 3 clusters Score -397568.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -397584.812500 Penalty: 2669.877197
	Iteration 18Q: 3 clusters Score -397584.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -397603.031250 Penalty: 2669.877197
	Iteration 19Q: 3 clusters Score -397603 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -397619.500000 Penalty: 2669.877197
	Iteration 20F: 3 clusters Score -397619.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -397636.250000 Penalty: 2669.877197
	Iteration 21Q: 3 clusters Score -397636.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -397663.562500 Penalty: 2669.877197
	Iteration 22Q: 3 clusters Score -397663.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -397685.218750 Penalty: 2669.877197
	Iteration 23Q: 3 clusters Score -397685.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -397696.281250 Penalty: 2669.877197
	Iteration 24Q: 3 clusters Score -397696.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -397703.468750 Penalty: 2669.877197
	Iteration 25Q: 3 clusters Score -397703.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -397710.281250 Penalty: 2669.877197
	Iteration 26Q: 3 clusters Score -397710.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -397717.718750 Penalty: 2669.877197
	Iteration 27Q: 3 clusters Score -397717.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -397721.968750 Penalty: 2669.877197
	Iteration 28Q: 3 clusters Score -397722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -397726.625000 Penalty: 2669.877197
	Iteration 29Q: 3 clusters Score -397726.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -397733.156250 Penalty: 2669.877197
	Iteration 30Q: 3 clusters Score -397733.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -397737.562500 Penalty: 2669.877197
	Iteration 31Q: 3 clusters Score -397737.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -397743.218750 Penalty: 2669.877197
	Iteration 32Q: 3 clusters Score -397743.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -397748.031250 Penalty: 2669.877197
	Iteration 33Q: 3 clusters Score -397748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -397751.625000 Penalty: 2669.877197
	Iteration 34Q: 3 clusters Score -397751.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -397758.000000 Penalty: 2669.877197
	Iteration 35Q: 3 clusters Score -397758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -397764.718750 Penalty: 2669.877197
	Iteration 36Q: 3 clusters Score -397764.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -397770.906250 Penalty: 2669.877197
	Iteration 37Q: 3 clusters Score -397770.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -397774.812500 Penalty: 2669.877197
	Iteration 38Q: 3 clusters Score -397774.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -397778.875000 Penalty: 2669.877197
	Iteration 39Q: 3 clusters Score -397778.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -397784.281250 Penalty: 2669.877197
	Iteration 40F: 3 clusters Score -397784.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -397788.375000 Penalty: 2669.877197
	Iteration 41Q: 3 clusters Score -397788.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -397793.562500 Penalty: 2669.877197
	Iteration 42Q: 3 clusters Score -397793.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -397799.843750 Penalty: 2669.877197
	Iteration 43Q: 3 clusters Score -397799.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -397805.343750 Penalty: 2669.877197
	Iteration 44Q: 3 clusters Score -397805.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -397812.000000 Penalty: 2669.877197
	Iteration 45Q: 3 clusters Score -397812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -397820.687500 Penalty: 2669.877197
	Iteration 46Q: 3 clusters Score -397820.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -397830.562500 Penalty: 2669.877197
	Iteration 47Q: 3 clusters Score -397830.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -397835.500000 Penalty: 2669.877197
	Iteration 48Q: 3 clusters Score -397835.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -397836.156250 Penalty: 2669.877197
	Iteration 49Q: 3 clusters Score -397836.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -397839.312500 Penalty: 2669.877197
	Iteration 50Q: 3 clusters Score -397839.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -397841.750000 Penalty: 2669.877197
	Iteration 51Q: 3 clusters Score -397841.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -397846.500000 Penalty: 2669.877197
	Iteration 52Q: 3 clusters Score -397846.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -397850.562500 Penalty: 2669.877197
	Iteration 53Q: 3 clusters Score -397850.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -397851.937500 Penalty: 2669.877197
	Iteration 54Q: 3 clusters Score -397851.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -397854.218750 Penalty: 2669.877197
	Iteration 55Q: 3 clusters Score -397854.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -397855.125000 Penalty: 2669.877197
	Iteration 56Q: 3 clusters Score -397855.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -397855.125000 Penalty: 2669.877197
	Iteration 57F: 3 clusters Score -397855.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Entering Unmasked Estep 
Score: -105194.593750 Penalty: 1136.364990
	Iteration 0F: 2 clusters Score -105194.6 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 573 members 
Entering Unmasked Estep 
Score: -103722.031250 Penalty: 2272.729980
	Iteration 0F: 3 clusters Score -103722 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -104101.484375 Penalty: 2272.729980
	Iteration 1F: 3 clusters Score -104101.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -104194.679688 Penalty: 2272.729980
	Iteration 2F: 3 clusters Score -104194.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -104239.179688 Penalty: 2272.729980
	Iteration 3Q: 3 clusters Score -104239.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -104271.796875 Penalty: 2272.729980
	Iteration 4Q: 3 clusters Score -104271.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -104289.085938 Penalty: 2272.729980
	Iteration 5Q: 3 clusters Score -104289.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -104300.414062 Penalty: 2272.729980
	Iteration 6Q: 3 clusters Score -104300.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -104309.039062 Penalty: 2272.729980
	Iteration 7Q: 3 clusters Score -104309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -104319.210938 Penalty: 2272.729980
	Iteration 8Q: 3 clusters Score -104319.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -104328.343750 Penalty: 2272.729980
	Iteration 9Q: 3 clusters Score -104328.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -104333.140625 Penalty: 2272.729980
	Iteration 10Q: 3 clusters Score -104333.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -104334.421875 Penalty: 2272.729980
	Iteration 11Q: 3 clusters Score -104334.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -104337.734375 Penalty: 2272.729980
	Iteration 12Q: 3 clusters Score -104337.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -104338.359375 Penalty: 2272.729980
	Iteration 13Q: 3 clusters Score -104338.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -104340.453125 Penalty: 2272.729980
	Iteration 14Q: 3 clusters Score -104340.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -104343.015625 Penalty: 2272.729980
	Iteration 15Q: 3 clusters Score -104343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -104344.273438 Penalty: 2272.729980
	Iteration 16Q: 3 clusters Score -104344.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -104344.914062 Penalty: 2272.729980
	Iteration 17Q: 3 clusters Score -104344.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -104349.390625 Penalty: 2272.729980
	Iteration 18Q: 3 clusters Score -104349.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -104352.375000 Penalty: 2272.729980
	Iteration 19Q: 3 clusters Score -104352.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -104354.921875 Penalty: 2272.729980
	Iteration 20F: 3 clusters Score -104354.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -104356.828125 Penalty: 2272.729980
	Iteration 21Q: 3 clusters Score -104356.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -104357.015625 Penalty: 2272.729980
	Iteration 22Q: 3 clusters Score -104357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -104357.015625 Penalty: 2272.729980
	Iteration 23F: 3 clusters Score -104357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (81028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81028 members 
Entering Unmasked Estep 
Score: -9448506.000000 Penalty: 1836.664429
	Iteration 0F: 2 clusters Score -9448506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40545 members 
Mstep: Class 2 contains 40483 members 
Entering Unmasked Estep 
Score: -9394480.000000 Penalty: 3673.328857
	Iteration 0F: 3 clusters Score -9394480 nChanged 38345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40442 members 
Mstep: Class 2 contains 40586 members 
Entering Unmasked Estep 
Score: -9416368.000000 Penalty: 3673.328857
	Iteration 1F: 3 clusters Score -9416368 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40526 members 
Mstep: Class 2 contains 40502 members 
Entering Unmasked Estep 
Score: -9416989.000000 Penalty: 3673.328857
	Iteration 2Q: 3 clusters Score -9416989 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40588 members 
Mstep: Class 2 contains 40440 members 
Entering Unmasked Estep 
Score: -9418062.000000 Penalty: 3673.328857
	Iteration 3Q: 3 clusters Score -9418062 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 2 contains 40487 members 
Entering Unmasked Estep 
Score: -9419818.000000 Penalty: 3673.328857
	Iteration 4Q: 3 clusters Score -9419818 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 40805 members 
Entering Unmasked Estep 
Score: -9422747.000000 Penalty: 3673.328857
	Iteration 5F: 3 clusters Score -9422747 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39093 members 
Mstep: Class 2 contains 41935 members 
Entering Unmasked Estep 
Score: -9427183.000000 Penalty: 3673.328857
	Iteration 6F: 3 clusters Score -9427183 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37162 members 
Mstep: Class 2 contains 43866 members 
Entering Unmasked Estep 
Score: -9433004.000000 Penalty: 3673.328857
	Iteration 7F: 3 clusters Score -9433004 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35139 members 
Mstep: Class 2 contains 45889 members 
Entering Unmasked Estep 
Score: -9437783.000000 Penalty: 3673.328857
	Iteration 8F: 3 clusters Score -9437783 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33523 members 
Mstep: Class 2 contains 47505 members 
Entering Unmasked Estep 
Score: -9440340.000000 Penalty: 3673.328857
	Iteration 9F: 3 clusters Score -9440340 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32106 members 
Mstep: Class 2 contains 48922 members 
Entering Unmasked Estep 
Score: -9441810.000000 Penalty: 3673.328857
	Iteration 10Q: 3 clusters Score -9441810 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30717 members 
Mstep: Class 2 contains 50311 members 
Entering Unmasked Estep 
Score: -9443385.000000 Penalty: 3673.328857
	Iteration 11Q: 3 clusters Score -9443385 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29390 members 
Mstep: Class 2 contains 51638 members 
Entering Unmasked Estep 
Score: -9444777.000000 Penalty: 3673.328857
	Iteration 12Q: 3 clusters Score -9444777 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28292 members 
Mstep: Class 2 contains 52736 members 
Entering Unmasked Estep 
Score: -9446158.000000 Penalty: 3673.328857
	Iteration 13Q: 3 clusters Score -9446158 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 53505 members 
Entering Unmasked Estep 
Score: -9447241.000000 Penalty: 3673.328857
	Iteration 14Q: 3 clusters Score -9447241 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 53986 members 
Entering Unmasked Estep 
Score: -9447855.000000 Penalty: 3673.328857
	Iteration 15Q: 3 clusters Score -9447855 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 54312 members 
Entering Unmasked Estep 
Score: -9448270.000000 Penalty: 3673.328857
	Iteration 16Q: 3 clusters Score -9448270 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 54503 members 
Entering Unmasked Estep 
Score: -9448486.000000 Penalty: 3673.328857
	Iteration 17Q: 3 clusters Score -9448486 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 2 contains 54621 members 
Entering Unmasked Estep 
Score: -9448615.000000 Penalty: 3673.328857
	Iteration 18Q: 3 clusters Score -9448615 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 54679 members 
Entering Unmasked Estep 
Score: -9448682.000000 Penalty: 3673.328857
	Iteration 19Q: 3 clusters Score -9448682 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 54711 members 
Entering Unmasked Estep 
Score: -9448712.000000 Penalty: 3673.328857
	Iteration 20F: 3 clusters Score -9448712 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 54724 members 
Entering Unmasked Estep 
Score: -9448748.000000 Penalty: 3673.328857
	Iteration 21Q: 3 clusters Score -9448748 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 54747 members 
Entering Unmasked Estep 
Score: -9448756.000000 Penalty: 3673.328857
	Iteration 22Q: 3 clusters Score -9448756 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 54764 members 
Entering Unmasked Estep 
Score: -9448788.000000 Penalty: 3673.328857
	Iteration 23Q: 3 clusters Score -9448788 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 54756 members 
Entering Unmasked Estep 
Score: -9448804.000000 Penalty: 3673.328857
	Iteration 24Q: 3 clusters Score -9448804 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 54756 members 
Entering Unmasked Estep 
Score: -9448800.000000 Penalty: 3673.328857
	Iteration 25Q: 3 clusters Score -9448800 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 54756 members 
Entering Unmasked Estep 
Score: -9448833.000000 Penalty: 3673.328857
	Iteration 26Q: 3 clusters Score -9448833 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 54755 members 
Entering Unmasked Estep 
Score: -9448835.000000 Penalty: 3673.328857
	Iteration 27Q: 3 clusters Score -9448835 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 54753 members 
Entering Unmasked Estep 
Score: -9448847.000000 Penalty: 3673.328857
	Iteration 28Q: 3 clusters Score -9448847 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 54753 members 
Entering Unmasked Estep 
Score: -9448845.000000 Penalty: 3673.328857
	Iteration 29Q: 3 clusters Score -9448845 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 54763 members 
Entering Unmasked Estep 
Score: -9448844.000000 Penalty: 3673.328857
	Iteration 30Q: 3 clusters Score -9448844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 54773 members 
Entering Unmasked Estep 
Score: -9448858.000000 Penalty: 3673.328857
	Iteration 31Q: 3 clusters Score -9448858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 54782 members 
Entering Unmasked Estep 
Score: -9448859.000000 Penalty: 3673.328857
	Iteration 32Q: 3 clusters Score -9448859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 54793 members 
Entering Unmasked Estep 
Score: -9448868.000000 Penalty: 3673.328857
	Iteration 33Q: 3 clusters Score -9448868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 54798 members 
Entering Unmasked Estep 
Score: -9448860.000000 Penalty: 3673.328857
	Iteration 34Q: 3 clusters Score -9448860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 54805 members 
Entering Unmasked Estep 
Score: -9448861.000000 Penalty: 3673.328857
	Iteration 35Q: 3 clusters Score -9448861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 54808 members 
Entering Unmasked Estep 
Score: -9448853.000000 Penalty: 3673.328857
	Iteration 36Q: 3 clusters Score -9448853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 54809 members 
Entering Unmasked Estep 
Score: -9448857.000000 Penalty: 3673.328857
	Iteration 37Q: 3 clusters Score -9448857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 54807 members 
Entering Unmasked Estep 
Score: -9448869.000000 Penalty: 3673.328857
	Iteration 38Q: 3 clusters Score -9448869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 54804 members 
Entering Unmasked Estep 
Score: -9448858.000000 Penalty: 3673.328857
	Iteration 39Q: 3 clusters Score -9448858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 54807 members 
Entering Unmasked Estep 
Score: -9448858.000000 Penalty: 3673.328857
	Iteration 40F: 3 clusters Score -9448858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 54809 members 
Entering Unmasked Estep 
Score: -9448856.000000 Penalty: 3673.328857
	Iteration 41Q: 3 clusters Score -9448856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 54813 members 
Entering Unmasked Estep 
Score: -9448857.000000 Penalty: 3673.328857
	Iteration 42Q: 3 clusters Score -9448857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 54815 members 
Entering Unmasked Estep 
Score: -9448863.000000 Penalty: 3673.328857
	Iteration 43Q: 3 clusters Score -9448863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 54815 members 
Entering Unmasked Estep 
Score: -9448863.000000 Penalty: 3673.328857
	Iteration 44F: 3 clusters Score -9448863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 117176 members 
Mstep: Class 2 contains 48272 members 
Mstep: Class 3 contains 7113 members 
Mstep: Class 4 contains 11384 members 
Mstep: Class 5 contains 74597 members 
Mstep: Class 6 contains 39317 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 110077 members 
Mstep: Class 9 contains 196063 members 
Mstep: Class 10 contains 70213 members 
Mstep: Class 11 contains 2566 members 
Mstep: Class 12 contains 9630 members 
Mstep: Class 13 contains 219 members 
Mstep: Class 14 contains 771 members 
Mstep: Class 15 contains 5538 members 
Mstep: Class 16 contains 16682 members 
Mstep: Class 17 contains 15988 members 
Mstep: Class 18 contains 12581 members 
Mstep: Class 19 contains 120197 members 
Mstep: Class 20 contains 1093 members 
Mstep: Class 21 contains 503 members 
Mstep: Class 22 contains 1578 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 17397 members 
Mstep: Class 25 contains 119850 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 112940 members 
Mstep: Class 29 contains 91272 members 
Mstep: Class 30 contains 82550 members 
Mstep: Class 31 contains 20379 members 
Mstep: Class 32 contains 48680 members 
Mstep: Class 33 contains 362 members 
Mstep: Class 34 contains 3696 members 
Mstep: Class 35 contains 1089 members 
Mstep: Class 36 contains 26213 members 
Mstep: Class 37 contains 66746 members 
Mstep: Class 38 contains 402 members 
Mstep: Class 39 contains 1157 members 
Mstep: Class 40 contains 84162 members 
Mstep: Class 41 contains 31100 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 54815 members 
Mstep: Class 44 contains 94603 members 
Mstep: Class 45 contains 229 members 
Mstep: Class 46 contains 512 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 327 members 
Entering Unmasked Estep 
Score: -194668800.000000 Penalty: 112004.171875
Splitting cluster 36 changes total score from -194668688.000000 to -194668800.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 37 (66746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66746 members 
Entering Unmasked Estep 
Score: -7988298.000000 Penalty: 1805.155518
	Iteration 0F: 2 clusters Score -7988298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33245 members 
Mstep: Class 2 contains 33501 members 
Entering Unmasked Estep 
Score: -7943677.000000 Penalty: 3610.311035
	Iteration 0F: 3 clusters Score -7943677 nChanged 31522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 35299 members 
Entering Unmasked Estep 
Score: -7961841.000000 Penalty: 3610.311035
	Iteration 1F: 3 clusters Score -7961841 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30369 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
Score: -7962497.000000 Penalty: 3610.311035
	Iteration 2Q: 3 clusters Score -7962497 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28778 members 
Mstep: Class 2 contains 37968 members 
Entering Unmasked Estep 
Score: -7963338.500000 Penalty: 3610.311035
	Iteration 3Q: 3 clusters Score -7963338 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 40296 members 
Entering Unmasked Estep 
Score: -7964721.500000 Penalty: 3610.311035
	Iteration 4Q: 3 clusters Score -7964722 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 43502 members 
Entering Unmasked Estep 
Score: -7966958.500000 Penalty: 3610.311035
	Iteration 5F: 3 clusters Score -7966958 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 47666 members 
Entering Unmasked Estep 
Score: -7970528.000000 Penalty: 3610.311035
	Iteration 6F: 3 clusters Score -7970528 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 52188 members 
Entering Unmasked Estep 
Score: -7975282.000000 Penalty: 3610.311035
	Iteration 7F: 3 clusters Score -7975282 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 55946 members 
Entering Unmasked Estep 
Score: -7979941.500000 Penalty: 3610.311035
	Iteration 8F: 3 clusters Score -7979942 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 58076 members 
Entering Unmasked Estep 
Score: -7983138.000000 Penalty: 3610.311035
	Iteration 9Q: 3 clusters Score -7983138 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 58942 members 
Entering Unmasked Estep 
Score: -7984829.000000 Penalty: 3610.311035
	Iteration 10Q: 3 clusters Score -7984829 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 59309 members 
Entering Unmasked Estep 
Score: -7985715.000000 Penalty: 3610.311035
	Iteration 11Q: 3 clusters Score -7985715 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 59538 members 
Entering Unmasked Estep 
Score: -7986110.500000 Penalty: 3610.311035
	Iteration 12Q: 3 clusters Score -7986110 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 59731 members 
Entering Unmasked Estep 
Score: -7986307.500000 Penalty: 3610.311035
	Iteration 13Q: 3 clusters Score -7986308 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 59875 members 
Entering Unmasked Estep 
Score: -7986462.500000 Penalty: 3610.311035
	Iteration 14Q: 3 clusters Score -7986462 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 60018 members 
Entering Unmasked Estep 
Score: -7986573.500000 Penalty: 3610.311035
	Iteration 15Q: 3 clusters Score -7986574 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 60156 members 
Entering Unmasked Estep 
Score: -7986656.000000 Penalty: 3610.311035
	Iteration 16Q: 3 clusters Score -7986656 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 60295 members 
Entering Unmasked Estep 
Score: -7986753.000000 Penalty: 3610.311035
	Iteration 17Q: 3 clusters Score -7986753 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 60430 members 
Entering Unmasked Estep 
Score: -7986815.000000 Penalty: 3610.311035
	Iteration 18Q: 3 clusters Score -7986815 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 60518 members 
Entering Unmasked Estep 
Score: -7986858.000000 Penalty: 3610.311035
	Iteration 19Q: 3 clusters Score -7986858 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 60583 members 
Entering Unmasked Estep 
Score: -7986902.000000 Penalty: 3610.311035
	Iteration 20F: 3 clusters Score -7986902 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 60625 members 
Entering Unmasked Estep 
Score: -7986922.500000 Penalty: 3610.311035
	Iteration 21Q: 3 clusters Score -7986922 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 60658 members 
Entering Unmasked Estep 
Score: -7986928.000000 Penalty: 3610.311035
	Iteration 22Q: 3 clusters Score -7986928 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 60703 members 
Entering Unmasked Estep 
Score: -7986940.000000 Penalty: 3610.311035
	Iteration 23Q: 3 clusters Score -7986940 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 60742 members 
Entering Unmasked Estep 
Score: -7986944.500000 Penalty: 3610.311035
	Iteration 24Q: 3 clusters Score -7986944 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 60793 members 
Entering Unmasked Estep 
Score: -7986957.500000 Penalty: 3610.311035
	Iteration 25Q: 3 clusters Score -7986958 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 60828 members 
Entering Unmasked Estep 
Score: -7986941.500000 Penalty: 3610.311035
	Iteration 26Q: 3 clusters Score -7986942 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 60861 members 
Entering Unmasked Estep 
Score: -7986944.500000 Penalty: 3610.311035
	Iteration 27Q: 3 clusters Score -7986944 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 60895 members 
Entering Unmasked Estep 
Score: -7986955.500000 Penalty: 3610.311035
	Iteration 28Q: 3 clusters Score -7986956 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 60925 members 
Entering Unmasked Estep 
Score: -7986970.500000 Penalty: 3610.311035
	Iteration 29Q: 3 clusters Score -7986970 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 60948 members 
Entering Unmasked Estep 
Score: -7986989.500000 Penalty: 3610.311035
	Iteration 30Q: 3 clusters Score -7986990 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 60967 members 
Entering Unmasked Estep 
Score: -7986988.000000 Penalty: 3610.311035
	Iteration 31Q: 3 clusters Score -7986988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 60981 members 
Entering Unmasked Estep 
Score: -7986993.000000 Penalty: 3610.311035
	Iteration 32Q: 3 clusters Score -7986993 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 60997 members 
Entering Unmasked Estep 
Score: -7986993.000000 Penalty: 3610.311035
	Iteration 33Q: 3 clusters Score -7986993 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 61011 members 
Entering Unmasked Estep 
Score: -7986993.500000 Penalty: 3610.311035
	Iteration 34Q: 3 clusters Score -7986994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 61018 members 
Entering Unmasked Estep 
Score: -7986997.000000 Penalty: 3610.311035
	Iteration 35Q: 3 clusters Score -7986997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 61025 members 
Entering Unmasked Estep 
Score: -7987000.500000 Penalty: 3610.311035
	Iteration 36Q: 3 clusters Score -7987000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 61030 members 
Entering Unmasked Estep 
Score: -7987000.500000 Penalty: 3610.311035
	Iteration 37Q: 3 clusters Score -7987000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 61035 members 
Entering Unmasked Estep 
Score: -7987003.000000 Penalty: 3610.311035
	Iteration 38Q: 3 clusters Score -7987003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 61041 members 
Entering Unmasked Estep 
Score: -7986996.500000 Penalty: 3610.311035
	Iteration 39Q: 3 clusters Score -7986996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 61048 members 
Entering Unmasked Estep 
Score: -7986997.500000 Penalty: 3610.311035
	Iteration 40F: 3 clusters Score -7986998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 61055 members 
Entering Unmasked Estep 
Score: -7986996.000000 Penalty: 3610.311035
	Iteration 41Q: 3 clusters Score -7986996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 61063 members 
Entering Unmasked Estep 
Score: -7986987.500000 Penalty: 3610.311035
	Iteration 42Q: 3 clusters Score -7986988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 61075 members 
Entering Unmasked Estep 
Score: -7987000.500000 Penalty: 3610.311035
	Iteration 43Q: 3 clusters Score -7987000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 61081 members 
Entering Unmasked Estep 
Score: -7987000.000000 Penalty: 3610.311035
	Iteration 44Q: 3 clusters Score -7987000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 61087 members 
Entering Unmasked Estep 
Score: -7987002.000000 Penalty: 3610.311035
	Iteration 45Q: 3 clusters Score -7987002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 61095 members 
Entering Unmasked Estep 
Score: -7986997.500000 Penalty: 3610.311035
	Iteration 46Q: 3 clusters Score -7986998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 61104 members 
Entering Unmasked Estep 
Score: -7987000.500000 Penalty: 3610.311035
	Iteration 47Q: 3 clusters Score -7987000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 61118 members 
Entering Unmasked Estep 
Score: -7987008.500000 Penalty: 3610.311035
	Iteration 48Q: 3 clusters Score -7987008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 61125 members 
Entering Unmasked Estep 
Score: -7987010.500000 Penalty: 3610.311035
	Iteration 49Q: 3 clusters Score -7987010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 61134 members 
Entering Unmasked Estep 
Score: -7987015.500000 Penalty: 3610.311035
	Iteration 50Q: 3 clusters Score -7987016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 61140 members 
Entering Unmasked Estep 
Score: -7987015.500000 Penalty: 3610.311035
	Iteration 51Q: 3 clusters Score -7987016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 61146 members 
Entering Unmasked Estep 
Score: -7987006.000000 Penalty: 3610.311035
	Iteration 52Q: 3 clusters Score -7987006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 61153 members 
Entering Unmasked Estep 
Score: -7987001.500000 Penalty: 3610.311035
	Iteration 53Q: 3 clusters Score -7987002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 61165 members 
Entering Unmasked Estep 
Score: -7986995.000000 Penalty: 3610.311035
	Iteration 54Q: 3 clusters Score -7986995 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 61176 members 
Entering Unmasked Estep 
Score: -7987001.000000 Penalty: 3610.311035
	Iteration 55Q: 3 clusters Score -7987001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 61185 members 
Entering Unmasked Estep 
Score: -7987014.000000 Penalty: 3610.311035
	Iteration 56Q: 3 clusters Score -7987014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 61188 members 
Entering Unmasked Estep 
Score: -7987013.500000 Penalty: 3610.311035
	Iteration 57Q: 3 clusters Score -7987014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 61189 members 
Entering Unmasked Estep 
Score: -7987014.000000 Penalty: 3610.311035
	Iteration 58Q: 3 clusters Score -7987014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 61190 members 
Entering Unmasked Estep 
Score: -7987014.000000 Penalty: 3610.311035
	Iteration 59Q: 3 clusters Score -7987014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 61191 members 
Entering Unmasked Estep 
Score: -7987018.500000 Penalty: 3610.311035
	Iteration 60F: 3 clusters Score -7987018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 61192 members 
Entering Unmasked Estep 
Score: -7987020.000000 Penalty: 3610.311035
	Iteration 61Q: 3 clusters Score -7987020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 61193 members 
Entering Unmasked Estep 
Score: -7987020.500000 Penalty: 3610.311035
	Iteration 62Q: 3 clusters Score -7987020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 61193 members 
Entering Unmasked Estep 
Score: -7987020.500000 Penalty: 3610.311035
	Iteration 63F: 3 clusters Score -7987020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -29305.345703 Penalty: 974.423523
	Iteration 0F: 2 clusters Score -29305.35 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 209 members 
Entering Unmasked Estep 
Score: -28368.208984 Penalty: 1948.847046
	Iteration 0F: 3 clusters Score -28368.21 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -28559.294922 Penalty: 1948.847046
	Iteration 1F: 3 clusters Score -28559.29 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -28668.914062 Penalty: 1948.847046
	Iteration 2F: 3 clusters Score -28668.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -28726.683594 Penalty: 1948.847046
	Iteration 3F: 3 clusters Score -28726.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -28760.482422 Penalty: 1948.847046
	Iteration 4Q: 3 clusters Score -28760.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -28781.099609 Penalty: 1948.847046
	Iteration 5Q: 3 clusters Score -28781.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -28792.126953 Penalty: 1948.847046
	Iteration 6Q: 3 clusters Score -28792.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -28794.810547 Penalty: 1948.847046
	Iteration 7Q: 3 clusters Score -28794.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -28800.199219 Penalty: 1948.847046
	Iteration 8Q: 3 clusters Score -28800.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -28800.199219 Penalty: 1948.847046
	Iteration 9F: 3 clusters Score -28800.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Entering Unmasked Estep 
Score: -119752.023438 Penalty: 1146.207642
	Iteration 0F: 2 clusters Score -119752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -118225.585938 Penalty: 2292.415283
	Iteration 0F: 3 clusters Score -118225.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -118592.546875 Penalty: 2292.415283
	Iteration 1F: 3 clusters Score -118592.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -118764.703125 Penalty: 2292.415283
	Iteration 2F: 3 clusters Score -118764.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -118926.757812 Penalty: 2292.415283
	Iteration 3F: 3 clusters Score -118926.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -119090.726562 Penalty: 2292.415283
	Iteration 4F: 3 clusters Score -119090.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -119318.078125 Penalty: 2292.415283
	Iteration 5F: 3 clusters Score -119318.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -119656.359375 Penalty: 2292.415283
	Iteration 6F: 3 clusters Score -119656.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -120031.039062 Penalty: 2292.415283
	Iteration 7F: 3 clusters Score -120031 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -120245.750000 Penalty: 2292.415283
	Iteration 8F: 3 clusters Score -120245.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -120337.945312 Penalty: 2292.415283
	Iteration 9Q: 3 clusters Score -120337.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -120374.804688 Penalty: 2292.415283
	Iteration 10Q: 3 clusters Score -120374.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -120385.554688 Penalty: 2292.415283
	Iteration 11Q: 3 clusters Score -120385.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -120392.375000 Penalty: 2292.415283
	Iteration 12Q: 3 clusters Score -120392.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -120393.812500 Penalty: 2292.415283
	Iteration 13Q: 3 clusters Score -120393.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -120393.812500 Penalty: 2292.415283
	Iteration 14F: 3 clusters Score -120393.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 117176 members 
Mstep: Class 2 contains 48272 members 
Mstep: Class 3 contains 7113 members 
Mstep: Class 4 contains 11384 members 
Mstep: Class 5 contains 74597 members 
Mstep: Class 6 contains 39317 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 110077 members 
Mstep: Class 9 contains 196063 members 
Mstep: Class 10 contains 70213 members 
Mstep: Class 11 contains 2566 members 
Mstep: Class 12 contains 9630 members 
Mstep: Class 13 contains 219 members 
Mstep: Class 14 contains 771 members 
Mstep: Class 15 contains 5538 members 
Mstep: Class 16 contains 16682 members 
Mstep: Class 17 contains 15988 members 
Mstep: Class 18 contains 12581 members 
Mstep: Class 19 contains 120197 members 
Mstep: Class 20 contains 1093 members 
Mstep: Class 21 contains 503 members 
Mstep: Class 22 contains 1578 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 17397 members 
Mstep: Class 25 contains 119850 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 112940 members 
Mstep: Class 29 contains 91272 members 
Mstep: Class 30 contains 82550 members 
Mstep: Class 31 contains 20379 members 
Mstep: Class 32 contains 48680 members 
Mstep: Class 33 contains 362 members 
Mstep: Class 34 contains 3696 members 
Mstep: Class 35 contains 1089 members 
Mstep: Class 36 contains 26213 members 
Mstep: Class 37 contains 66746 members 
Mstep: Class 38 contains 402 members 
Mstep: Class 39 contains 537 members 
Mstep: Class 40 contains 84162 members 
Mstep: Class 41 contains 31100 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 54815 members 
Mstep: Class 44 contains 94603 members 
Mstep: Class 45 contains 229 members 
Mstep: Class 46 contains 512 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 327 members 
Mstep: Class 49 contains 620 members 
Entering Unmasked Estep 
Score: -194668352.000000 Penalty: 114337.593750
Splitting cluster 39 changes total score from -194668688.000000 to -194668352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (84162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84162 members 
Entering Unmasked Estep 
Score: -9935755.000000 Penalty: 1842.831055
	Iteration 0F: 2 clusters Score -9935755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42323 members 
Mstep: Class 2 contains 41839 members 
Entering Unmasked Estep 
Score: -9879864.000000 Penalty: 3685.662109
	Iteration 0F: 3 clusters Score -9879864 nChanged 39906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45953 members 
Mstep: Class 2 contains 38209 members 
Entering Unmasked Estep 
Score: -9903224.000000 Penalty: 3685.662109
	Iteration 1F: 3 clusters Score -9903224 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48422 members 
Mstep: Class 2 contains 35740 members 
Entering Unmasked Estep 
Score: -9904330.000000 Penalty: 3685.662109
	Iteration 2Q: 3 clusters Score -9904330 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52086 members 
Mstep: Class 2 contains 32076 members 
Entering Unmasked Estep 
Score: -9906203.000000 Penalty: 3685.662109
	Iteration 3F: 3 clusters Score -9906203 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57187 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -9909668.000000 Penalty: 3685.662109
	Iteration 4F: 3 clusters Score -9909668 nChanged 6782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63633 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -9915158.000000 Penalty: 3685.662109
	Iteration 5F: 3 clusters Score -9915158 nChanged 6802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70125 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -9921469.000000 Penalty: 3685.662109
	Iteration 6F: 3 clusters Score -9921469 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75479 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -9927013.000000 Penalty: 3685.662109
	Iteration 7F: 3 clusters Score -9927013 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78634 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -9930347.000000 Penalty: 3685.662109
	Iteration 8Q: 3 clusters Score -9930347 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80272 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -9931837.000000 Penalty: 3685.662109
	Iteration 9Q: 3 clusters Score -9931837 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81292 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -9932672.000000 Penalty: 3685.662109
	Iteration 10Q: 3 clusters Score -9932672 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81998 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -9933180.000000 Penalty: 3685.662109
	Iteration 11Q: 3 clusters Score -9933180 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82468 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -9933517.000000 Penalty: 3685.662109
	Iteration 12Q: 3 clusters Score -9933517 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82795 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -9933715.000000 Penalty: 3685.662109
	Iteration 13Q: 3 clusters Score -9933715 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83026 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -9933849.000000 Penalty: 3685.662109
	Iteration 14Q: 3 clusters Score -9933849 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83203 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -9933978.000000 Penalty: 3685.662109
	Iteration 15Q: 3 clusters Score -9933978 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83331 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -9934087.000000 Penalty: 3685.662109
	Iteration 16Q: 3 clusters Score -9934087 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83415 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -9934160.000000 Penalty: 3685.662109
	Iteration 17Q: 3 clusters Score -9934160 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83465 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -9934194.000000 Penalty: 3685.662109
	Iteration 18Q: 3 clusters Score -9934194 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83504 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -9934235.000000 Penalty: 3685.662109
	Iteration 19Q: 3 clusters Score -9934235 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83531 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -9934254.000000 Penalty: 3685.662109
	Iteration 20F: 3 clusters Score -9934254 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83550 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -9934267.000000 Penalty: 3685.662109
	Iteration 21Q: 3 clusters Score -9934267 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83561 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -9934262.000000 Penalty: 3685.662109
	Iteration 22Q: 3 clusters Score -9934262 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83568 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -9934269.000000 Penalty: 3685.662109
	Iteration 23Q: 3 clusters Score -9934269 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83572 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -9934279.000000 Penalty: 3685.662109
	Iteration 24Q: 3 clusters Score -9934279 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83576 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -9934275.000000 Penalty: 3685.662109
	Iteration 25Q: 3 clusters Score -9934275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83578 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -9934283.000000 Penalty: 3685.662109
	Iteration 26Q: 3 clusters Score -9934283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83577 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -9934290.000000 Penalty: 3685.662109
	Iteration 27Q: 3 clusters Score -9934290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83575 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -9934289.000000 Penalty: 3685.662109
	Iteration 28Q: 3 clusters Score -9934289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83576 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -9934296.000000 Penalty: 3685.662109
	Iteration 29Q: 3 clusters Score -9934296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83572 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -9934287.000000 Penalty: 3685.662109
	Iteration 30Q: 3 clusters Score -9934287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83570 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -9934299.000000 Penalty: 3685.662109
	Iteration 31Q: 3 clusters Score -9934299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83573 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -9934299.000000 Penalty: 3685.662109
	Iteration 32Q: 3 clusters Score -9934299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83576 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -9934307.000000 Penalty: 3685.662109
	Iteration 33Q: 3 clusters Score -9934307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83578 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -9934309.000000 Penalty: 3685.662109
	Iteration 34Q: 3 clusters Score -9934309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83578 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -9934311.000000 Penalty: 3685.662109
	Iteration 35Q: 3 clusters Score -9934311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83584 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -9934319.000000 Penalty: 3685.662109
	Iteration 36Q: 3 clusters Score -9934319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83584 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -9934328.000000 Penalty: 3685.662109
	Iteration 37Q: 3 clusters Score -9934328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83584 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -9934323.000000 Penalty: 3685.662109
	Iteration 38Q: 3 clusters Score -9934323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83583 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -9934317.000000 Penalty: 3685.662109
	Iteration 39Q: 3 clusters Score -9934317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83583 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -9934317.000000 Penalty: 3685.662109
	Iteration 40F: 3 clusters Score -9934317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (31100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31100 members 
Entering Unmasked Estep 
Score: -3418511.750000 Penalty: 1681.056519
	Iteration 0F: 2 clusters Score -3418512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -3397775.000000 Penalty: 3362.113037
	Iteration 0F: 3 clusters Score -3397775 nChanged 14280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -3405684.750000 Penalty: 3362.113037
	Iteration 1F: 3 clusters Score -3405685 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -3406125.500000 Penalty: 3362.113037
	Iteration 2Q: 3 clusters Score -3406126 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -3406583.750000 Penalty: 3362.113037
	Iteration 3Q: 3 clusters Score -3406584 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -3407077.000000 Penalty: 3362.113037
	Iteration 4Q: 3 clusters Score -3407077 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -3407707.000000 Penalty: 3362.113037
	Iteration 5Q: 3 clusters Score -3407707 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -3408450.250000 Penalty: 3362.113037
	Iteration 6Q: 3 clusters Score -3408450 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -3409226.250000 Penalty: 3362.113037
	Iteration 7Q: 3 clusters Score -3409226 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -3410026.000000 Penalty: 3362.113037
	Iteration 8Q: 3 clusters Score -3410026 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -3410877.000000 Penalty: 3362.113037
	Iteration 9Q: 3 clusters Score -3410877 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -3411686.500000 Penalty: 3362.113037
	Iteration 10Q: 3 clusters Score -3411686 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -3412343.000000 Penalty: 3362.113037
	Iteration 11Q: 3 clusters Score -3412343 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -3412830.000000 Penalty: 3362.113037
	Iteration 12Q: 3 clusters Score -3412830 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -3413144.000000 Penalty: 3362.113037
	Iteration 13Q: 3 clusters Score -3413144 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -3413340.000000 Penalty: 3362.113037
	Iteration 14Q: 3 clusters Score -3413340 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -3413500.750000 Penalty: 3362.113037
	Iteration 15Q: 3 clusters Score -3413501 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -3413650.000000 Penalty: 3362.113037
	Iteration 16Q: 3 clusters Score -3413650 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -3413778.000000 Penalty: 3362.113037
	Iteration 17Q: 3 clusters Score -3413778 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -3413973.250000 Penalty: 3362.113037
	Iteration 18Q: 3 clusters Score -3413973 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -3414126.500000 Penalty: 3362.113037
	Iteration 19Q: 3 clusters Score -3414126 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -3414285.500000 Penalty: 3362.113037
	Iteration 20F: 3 clusters Score -3414286 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -3414449.000000 Penalty: 3362.113037
	Iteration 21Q: 3 clusters Score -3414449 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -3414556.500000 Penalty: 3362.113037
	Iteration 22Q: 3 clusters Score -3414556 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -3414667.000000 Penalty: 3362.113037
	Iteration 23Q: 3 clusters Score -3414667 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -3414790.500000 Penalty: 3362.113037
	Iteration 24Q: 3 clusters Score -3414790 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -3414883.750000 Penalty: 3362.113037
	Iteration 25Q: 3 clusters Score -3414884 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -3414982.250000 Penalty: 3362.113037
	Iteration 26Q: 3 clusters Score -3414982 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -3415124.500000 Penalty: 3362.113037
	Iteration 27Q: 3 clusters Score -3415124 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -3415236.000000 Penalty: 3362.113037
	Iteration 28Q: 3 clusters Score -3415236 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -3415333.500000 Penalty: 3362.113037
	Iteration 29Q: 3 clusters Score -3415334 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -3415464.750000 Penalty: 3362.113037
	Iteration 30Q: 3 clusters Score -3415465 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -3415566.250000 Penalty: 3362.113037
	Iteration 31Q: 3 clusters Score -3415566 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -3415663.500000 Penalty: 3362.113037
	Iteration 32Q: 3 clusters Score -3415664 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -3415783.250000 Penalty: 3362.113037
	Iteration 33Q: 3 clusters Score -3415783 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -3415924.750000 Penalty: 3362.113037
	Iteration 34Q: 3 clusters Score -3415925 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -3416026.000000 Penalty: 3362.113037
	Iteration 35Q: 3 clusters Score -3416026 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -3416137.500000 Penalty: 3362.113037
	Iteration 36Q: 3 clusters Score -3416138 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -3416227.000000 Penalty: 3362.113037
	Iteration 37Q: 3 clusters Score -3416227 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -3416319.500000 Penalty: 3362.113037
	Iteration 38Q: 3 clusters Score -3416320 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -3416384.500000 Penalty: 3362.113037
	Iteration 39Q: 3 clusters Score -3416384 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -3416443.250000 Penalty: 3362.113037
	Iteration 40F: 3 clusters Score -3416443 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -3416519.250000 Penalty: 3362.113037
	Iteration 41Q: 3 clusters Score -3416519 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -3416575.500000 Penalty: 3362.113037
	Iteration 42Q: 3 clusters Score -3416576 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -3416650.250000 Penalty: 3362.113037
	Iteration 43Q: 3 clusters Score -3416650 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -3416695.000000 Penalty: 3362.113037
	Iteration 44Q: 3 clusters Score -3416695 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -3416758.250000 Penalty: 3362.113037
	Iteration 45Q: 3 clusters Score -3416758 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -3416791.500000 Penalty: 3362.113037
	Iteration 46Q: 3 clusters Score -3416792 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -3416827.000000 Penalty: 3362.113037
	Iteration 47Q: 3 clusters Score -3416827 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -3416858.500000 Penalty: 3362.113037
	Iteration 48Q: 3 clusters Score -3416858 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -3416890.750000 Penalty: 3362.113037
	Iteration 49Q: 3 clusters Score -3416891 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -3416907.000000 Penalty: 3362.113037
	Iteration 50Q: 3 clusters Score -3416907 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -3416923.750000 Penalty: 3362.113037
	Iteration 51Q: 3 clusters Score -3416924 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -3416933.750000 Penalty: 3362.113037
	Iteration 52Q: 3 clusters Score -3416934 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -3416940.000000 Penalty: 3362.113037
	Iteration 53Q: 3 clusters Score -3416940 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -3416946.000000 Penalty: 3362.113037
	Iteration 54Q: 3 clusters Score -3416946 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -3416957.750000 Penalty: 3362.113037
	Iteration 55Q: 3 clusters Score -3416958 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -3416974.000000 Penalty: 3362.113037
	Iteration 56Q: 3 clusters Score -3416974 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -3416984.250000 Penalty: 3362.113037
	Iteration 57Q: 3 clusters Score -3416984 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -3416991.500000 Penalty: 3362.113037
	Iteration 58Q: 3 clusters Score -3416992 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -3416983.500000 Penalty: 3362.113037
	Iteration 59Q: 3 clusters Score -3416984 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -3416988.250000 Penalty: 3362.113037
	Iteration 60F: 3 clusters Score -3416988 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -3416994.750000 Penalty: 3362.113037
	Iteration 61Q: 3 clusters Score -3416995 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28273 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -3416997.000000 Penalty: 3362.113037
	Iteration 62Q: 3 clusters Score -3416997 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -3417009.000000 Penalty: 3362.113037
	Iteration 63Q: 3 clusters Score -3417009 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -3417008.000000 Penalty: 3362.113037
	Iteration 64Q: 3 clusters Score -3417008 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -3417010.000000 Penalty: 3362.113037
	Iteration 65Q: 3 clusters Score -3417010 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28414 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -3417031.500000 Penalty: 3362.113037
	Iteration 66Q: 3 clusters Score -3417032 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -3417038.750000 Penalty: 3362.113037
	Iteration 67Q: 3 clusters Score -3417039 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -3417044.500000 Penalty: 3362.113037
	Iteration 68Q: 3 clusters Score -3417044 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -3417036.750000 Penalty: 3362.113037
	Iteration 69Q: 3 clusters Score -3417037 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -3417040.500000 Penalty: 3362.113037
	Iteration 70Q: 3 clusters Score -3417040 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -3417050.000000 Penalty: 3362.113037
	Iteration 71Q: 3 clusters Score -3417050 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -3417069.500000 Penalty: 3362.113037
	Iteration 72Q: 3 clusters Score -3417070 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -3417069.500000 Penalty: 3362.113037
	Iteration 73Q: 3 clusters Score -3417070 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -3417081.500000 Penalty: 3362.113037
	Iteration 74Q: 3 clusters Score -3417082 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -3417103.750000 Penalty: 3362.113037
	Iteration 75Q: 3 clusters Score -3417104 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -3417108.750000 Penalty: 3362.113037
	Iteration 76Q: 3 clusters Score -3417109 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -3417111.250000 Penalty: 3362.113037
	Iteration 77Q: 3 clusters Score -3417111 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -3417111.000000 Penalty: 3362.113037
	Iteration 78Q: 3 clusters Score -3417111 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -3417128.000000 Penalty: 3362.113037
	Iteration 79Q: 3 clusters Score -3417128 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -3417150.750000 Penalty: 3362.113037
	Iteration 80F: 3 clusters Score -3417151 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -3417156.000000 Penalty: 3362.113037
	Iteration 81Q: 3 clusters Score -3417156 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -3417166.000000 Penalty: 3362.113037
	Iteration 82Q: 3 clusters Score -3417166 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -3417179.250000 Penalty: 3362.113037
	Iteration 83Q: 3 clusters Score -3417179 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29053 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -3417185.500000 Penalty: 3362.113037
	Iteration 84Q: 3 clusters Score -3417186 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3417192.250000 Penalty: 3362.113037
	Iteration 85Q: 3 clusters Score -3417192 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -3417198.250000 Penalty: 3362.113037
	Iteration 86Q: 3 clusters Score -3417198 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29125 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -3417204.250000 Penalty: 3362.113037
	Iteration 87Q: 3 clusters Score -3417204 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -3417206.750000 Penalty: 3362.113037
	Iteration 88Q: 3 clusters Score -3417207 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -3417222.500000 Penalty: 3362.113037
	Iteration 89Q: 3 clusters Score -3417222 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29210 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3417218.000000 Penalty: 3362.113037
	Iteration 90Q: 3 clusters Score -3417218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -3417216.000000 Penalty: 3362.113037
	Iteration 91Q: 3 clusters Score -3417216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29230 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -3417220.000000 Penalty: 3362.113037
	Iteration 92Q: 3 clusters Score -3417220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -3417224.250000 Penalty: 3362.113037
	Iteration 93Q: 3 clusters Score -3417224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -3417225.000000 Penalty: 3362.113037
	Iteration 94Q: 3 clusters Score -3417225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -3417231.250000 Penalty: 3362.113037
	Iteration 95Q: 3 clusters Score -3417231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -3417234.250000 Penalty: 3362.113037
	Iteration 96Q: 3 clusters Score -3417234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -3417237.250000 Penalty: 3362.113037
	Iteration 97Q: 3 clusters Score -3417237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -3417238.500000 Penalty: 3362.113037
	Iteration 98Q: 3 clusters Score -3417238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29277 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -3417242.750000 Penalty: 3362.113037
	Iteration 99Q: 3 clusters Score -3417243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -3417242.500000 Penalty: 3362.113037
	Iteration 100F: 3 clusters Score -3417242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -3417244.000000 Penalty: 3362.113037
	Iteration 101Q: 3 clusters Score -3417244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -3417247.250000 Penalty: 3362.113037
	Iteration 102Q: 3 clusters Score -3417247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -3417247.500000 Penalty: 3362.113037
	Iteration 103Q: 3 clusters Score -3417248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -3417248.500000 Penalty: 3362.113037
	Iteration 104Q: 3 clusters Score -3417248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -3417248.000000 Penalty: 3362.113037
	Iteration 105Q: 3 clusters Score -3417248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -3417248.750000 Penalty: 3362.113037
	Iteration 106Q: 3 clusters Score -3417249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29320 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3417250.750000 Penalty: 3362.113037
	Iteration 107Q: 3 clusters Score -3417251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29322 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3417250.250000 Penalty: 3362.113037
	Iteration 108Q: 3 clusters Score -3417250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3417248.500000 Penalty: 3362.113037
	Iteration 109Q: 3 clusters Score -3417248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29327 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -3417248.500000 Penalty: 3362.113037
	Iteration 110Q: 3 clusters Score -3417248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -3417254.000000 Penalty: 3362.113037
	Iteration 111Q: 3 clusters Score -3417254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -3417251.000000 Penalty: 3362.113037
	Iteration 112Q: 3 clusters Score -3417251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -3417251.000000 Penalty: 3362.113037
	Iteration 113F: 3 clusters Score -3417251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Entering Unmasked Estep 
Score: -56787.367188 Penalty: 1030.308350
	Iteration 0F: 2 clusters Score -56787.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -55745.710938 Penalty: 2060.616699
	Iteration 0F: 3 clusters Score -55745.71 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -56027.515625 Penalty: 2060.616699
	Iteration 1F: 3 clusters Score -56027.52 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -56203.148438 Penalty: 2060.616699
	Iteration 2F: 3 clusters Score -56203.15 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -56338.230469 Penalty: 2060.616699
	Iteration 3F: 3 clusters Score -56338.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -56381.617188 Penalty: 2060.616699
	Iteration 4Q: 3 clusters Score -56381.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -56410.507812 Penalty: 2060.616699
	Iteration 5Q: 3 clusters Score -56410.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -56438.332031 Penalty: 2060.616699
	Iteration 6Q: 3 clusters Score -56438.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -56447.917969 Penalty: 2060.616699
	Iteration 7Q: 3 clusters Score -56447.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -56450.105469 Penalty: 2060.616699
	Iteration 8Q: 3 clusters Score -56450.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -56453.941406 Penalty: 2060.616699
	Iteration 9Q: 3 clusters Score -56453.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -56455.332031 Penalty: 2060.616699
	Iteration 10Q: 3 clusters Score -56455.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -56456.992188 Penalty: 2060.616699
	Iteration 11Q: 3 clusters Score -56456.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -56458.394531 Penalty: 2060.616699
	Iteration 12Q: 3 clusters Score -56458.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -56459.351562 Penalty: 2060.616699
	Iteration 13Q: 3 clusters Score -56459.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -56460.324219 Penalty: 2060.616699
	Iteration 14Q: 3 clusters Score -56460.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -56460.324219 Penalty: 2060.616699
	Iteration 15F: 3 clusters Score -56460.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (94603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94603 members 
Entering Unmasked Estep 
Score: -11211196.000000 Penalty: 1861.834717
	Iteration 0F: 2 clusters Score -1.12112e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47264 members 
Mstep: Class 2 contains 47339 members 
Entering Unmasked Estep 
Score: -11148693.000000 Penalty: 3723.669434
	Iteration 0F: 3 clusters Score -1.114869e+07 nChanged 45198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45338 members 
Mstep: Class 2 contains 49265 members 
Entering Unmasked Estep 
Score: -11174819.000000 Penalty: 3723.669434
	Iteration 1F: 3 clusters Score -1.117482e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44143 members 
Mstep: Class 2 contains 50460 members 
Entering Unmasked Estep 
Score: -11175479.000000 Penalty: 3723.669434
	Iteration 2Q: 3 clusters Score -1.117548e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42506 members 
Mstep: Class 2 contains 52097 members 
Entering Unmasked Estep 
Score: -11176108.000000 Penalty: 3723.669434
	Iteration 3Q: 3 clusters Score -1.117611e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 54367 members 
Entering Unmasked Estep 
Score: -11177033.000000 Penalty: 3723.669434
	Iteration 4Q: 3 clusters Score -1.117703e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 57607 members 
Entering Unmasked Estep 
Score: -11178506.000000 Penalty: 3723.669434
	Iteration 5Q: 3 clusters Score -1.117851e+07 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32471 members 
Mstep: Class 2 contains 62132 members 
Entering Unmasked Estep 
Score: -11181039.000000 Penalty: 3723.669434
	Iteration 6F: 3 clusters Score -1.118104e+07 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 68047 members 
Entering Unmasked Estep 
Score: -11185064.000000 Penalty: 3723.669434
	Iteration 7F: 3 clusters Score -1.118506e+07 nChanged 7181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 75166 members 
Entering Unmasked Estep 
Score: -11191140.000000 Penalty: 3723.669434
	Iteration 8F: 3 clusters Score -1.119114e+07 nChanged 7424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 82576 members 
Entering Unmasked Estep 
Score: -11198272.000000 Penalty: 3723.669434
	Iteration 9F: 3 clusters Score -1.119827e+07 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 88657 members 
Entering Unmasked Estep 
Score: -11204377.000000 Penalty: 3723.669434
	Iteration 10F: 3 clusters Score -1.120438e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 92355 members 
Entering Unmasked Estep 
Score: -11207698.000000 Penalty: 3723.669434
	Iteration 11Q: 3 clusters Score -1.12077e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 93837 members 
Entering Unmasked Estep 
Score: -11208906.000000 Penalty: 3723.669434
	Iteration 12Q: 3 clusters Score -1.120891e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 94261 members 
Entering Unmasked Estep 
Score: -11209298.000000 Penalty: 3723.669434
	Iteration 13Q: 3 clusters Score -1.12093e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 94367 members 
Entering Unmasked Estep 
Score: -11209459.000000 Penalty: 3723.669434
	Iteration 14Q: 3 clusters Score -1.120946e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 94389 members 
Entering Unmasked Estep 
Score: -11209509.000000 Penalty: 3723.669434
	Iteration 15Q: 3 clusters Score -1.120951e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 94395 members 
Entering Unmasked Estep 
Score: -11209528.000000 Penalty: 3723.669434
	Iteration 16Q: 3 clusters Score -1.120953e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 94396 members 
Entering Unmasked Estep 
Score: -11209541.000000 Penalty: 3723.669434
	Iteration 17Q: 3 clusters Score -1.120954e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 94395 members 
Entering Unmasked Estep 
Score: -11209540.000000 Penalty: 3723.669434
	Iteration 18Q: 3 clusters Score -1.120954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 94394 members 
Entering Unmasked Estep 
Score: -11209546.000000 Penalty: 3723.669434
	Iteration 19Q: 3 clusters Score -1.120955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 94392 members 
Entering Unmasked Estep 
Score: -11209553.000000 Penalty: 3723.669434
	Iteration 20F: 3 clusters Score -1.120955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 94390 members 
Entering Unmasked Estep 
Score: -11209552.000000 Penalty: 3723.669434
	Iteration 21Q: 3 clusters Score -1.120955e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 94390 members 
Entering Unmasked Estep 
Score: -11209552.000000 Penalty: 3723.669434
	Iteration 22F: 3 clusters Score -1.120955e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Entering Unmasked Estep 
Score: -12354.174805 Penalty: 882.979858
	Iteration 0F: 2 clusters Score -12354.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11674.530273 Penalty: 1765.959717
	Iteration 0F: 3 clusters Score -11674.53 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11794.480469 Penalty: 1765.959717
	Iteration 1F: 3 clusters Score -11794.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -11808.680664 Penalty: 1765.959717
	Iteration 2Q: 3 clusters Score -11808.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11817.425781 Penalty: 1765.959717
	Iteration 3Q: 3 clusters Score -11817.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11818.340820 Penalty: 1765.959717
	Iteration 4Q: 3 clusters Score -11818.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11819.366211 Penalty: 1765.959717
	Iteration 5Q: 3 clusters Score -11819.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11819.366211 Penalty: 1765.959717
	Iteration 6F: 3 clusters Score -11819.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Entering Unmasked Estep 
Score: -45565.613281 Penalty: 1013.727783
	Iteration 0F: 2 clusters Score -45565.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -44543.898438 Penalty: 2027.455566
	Iteration 0F: 3 clusters Score -44543.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -44771.500000 Penalty: 2027.455566
	Iteration 1F: 3 clusters Score -44771.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -44816.066406 Penalty: 2027.455566
	Iteration 2F: 3 clusters Score -44816.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -44835.589844 Penalty: 2027.455566
	Iteration 3Q: 3 clusters Score -44835.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -44854.996094 Penalty: 2027.455566
	Iteration 4Q: 3 clusters Score -44855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -44864.468750 Penalty: 2027.455566
	Iteration 5Q: 3 clusters Score -44864.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -44876.003906 Penalty: 2027.455566
	Iteration 6Q: 3 clusters Score -44876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -44896.050781 Penalty: 2027.455566
	Iteration 7Q: 3 clusters Score -44896.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -44902.812500 Penalty: 2027.455566
	Iteration 8Q: 3 clusters Score -44902.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -44907.753906 Penalty: 2027.455566
	Iteration 9Q: 3 clusters Score -44907.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -44915.625000 Penalty: 2027.455566
	Iteration 10Q: 3 clusters Score -44915.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -44921.417969 Penalty: 2027.455566
	Iteration 11Q: 3 clusters Score -44921.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -44928.464844 Penalty: 2027.455566
	Iteration 12Q: 3 clusters Score -44928.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -44928.695312 Penalty: 2027.455566
	Iteration 13Q: 3 clusters Score -44928.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -44928.695312 Penalty: 2027.455566
	Iteration 14F: 3 clusters Score -44928.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Entering Unmasked Estep 
Score: -49981.394531 Penalty: 1016.559387
	Iteration 0F: 2 clusters Score -49981.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -48918.878906 Penalty: 2033.118774
	Iteration 0F: 3 clusters Score -48918.88 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -49114.292969 Penalty: 2033.118774
	Iteration 1F: 3 clusters Score -49114.29 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -49196.917969 Penalty: 2033.118774
	Iteration 2F: 3 clusters Score -49196.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -49233.601562 Penalty: 2033.118774
	Iteration 3Q: 3 clusters Score -49233.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -49266.304688 Penalty: 2033.118774
	Iteration 4Q: 3 clusters Score -49266.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -49282.101562 Penalty: 2033.118774
	Iteration 5Q: 3 clusters Score -49282.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -49308.363281 Penalty: 2033.118774
	Iteration 6Q: 3 clusters Score -49308.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -49321.625000 Penalty: 2033.118774
	Iteration 7Q: 3 clusters Score -49321.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -49329.164062 Penalty: 2033.118774
	Iteration 8Q: 3 clusters Score -49329.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -49336.589844 Penalty: 2033.118774
	Iteration 9Q: 3 clusters Score -49336.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -49344.289062 Penalty: 2033.118774
	Iteration 10Q: 3 clusters Score -49344.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -49347.910156 Penalty: 2033.118774
	Iteration 11Q: 3 clusters Score -49347.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -49363.503906 Penalty: 2033.118774
	Iteration 12Q: 3 clusters Score -49363.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -49371.289062 Penalty: 2033.118774
	Iteration 13Q: 3 clusters Score -49371.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -49380.593750 Penalty: 2033.118774
	Iteration 14Q: 3 clusters Score -49380.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -49386.570312 Penalty: 2033.118774
	Iteration 15Q: 3 clusters Score -49386.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -49392.660156 Penalty: 2033.118774
	Iteration 16Q: 3 clusters Score -49392.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -49405.578125 Penalty: 2033.118774
	Iteration 17Q: 3 clusters Score -49405.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -49413.265625 Penalty: 2033.118774
	Iteration 18Q: 3 clusters Score -49413.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -49415.156250 Penalty: 2033.118774
	Iteration 19Q: 3 clusters Score -49415.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -49415.156250 Penalty: 2033.118774
	Iteration 20F: 3 clusters Score -49415.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -23825.732422 Penalty: 940.868591
	Iteration 0F: 2 clusters Score -23825.73 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 163 members 
Entering Unmasked Estep 
Score: -22949.847656 Penalty: 1881.737183
	Iteration 0F: 3 clusters Score -22949.85 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -23100.416016 Penalty: 1881.737183
	Iteration 1F: 3 clusters Score -23100.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -23200.537109 Penalty: 1881.737183
	Iteration 2F: 3 clusters Score -23200.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -23285.267578 Penalty: 1881.737183
	Iteration 3F: 3 clusters Score -23285.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -23330.699219 Penalty: 1881.737183
	Iteration 4Q: 3 clusters Score -23330.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -23383.783203 Penalty: 1881.737183
	Iteration 5Q: 3 clusters Score -23383.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -23444.597656 Penalty: 1881.737183
	Iteration 6Q: 3 clusters Score -23444.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -23493.767578 Penalty: 1881.737183
	Iteration 7Q: 3 clusters Score -23493.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -23560.437500 Penalty: 1881.737183
	Iteration 8Q: 3 clusters Score -23560.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -23602.513672 Penalty: 1881.737183
	Iteration 9Q: 3 clusters Score -23602.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -23644.507812 Penalty: 1881.737183
	Iteration 10Q: 3 clusters Score -23644.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -23700.257812 Penalty: 1881.737183
	Iteration 11Q: 3 clusters Score -23700.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -23718.435547 Penalty: 1881.737183
	Iteration 12Q: 3 clusters Score -23718.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -23724.224609 Penalty: 1881.737183
	Iteration 13Q: 3 clusters Score -23724.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -23726.630859 Penalty: 1881.737183
	Iteration 14Q: 3 clusters Score -23726.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -23728.617188 Penalty: 1881.737183
	Iteration 15Q: 3 clusters Score -23728.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -23729.580078 Penalty: 1881.737183
	Iteration 16Q: 3 clusters Score -23729.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -23742.085938 Penalty: 1881.737183
	Iteration 17F: 3 clusters Score -23742.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -23768.722656 Penalty: 1881.737183
	Iteration 18Q: 3 clusters Score -23768.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -23782.298828 Penalty: 1881.737183
	Iteration 19Q: 3 clusters Score -23782.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -23791.859375 Penalty: 1881.737183
	Iteration 20F: 3 clusters Score -23791.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -23832.031250 Penalty: 1881.737183
	Iteration 21Q: 3 clusters Score -23832.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -23888.640625 Penalty: 1881.737183
	Iteration 22Q: 3 clusters Score -23888.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -23935.666016 Penalty: 1881.737183
	Iteration 23Q: 3 clusters Score -23935.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -23959.488281 Penalty: 1881.737183
	Iteration 24Q: 3 clusters Score -23959.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -24016.542969 Penalty: 1881.737183
	Iteration 25Q: 3 clusters Score -24016.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -24037.958984 Penalty: 1881.737183
	Iteration 26Q: 3 clusters Score -24037.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -24060.353516 Penalty: 1881.737183
	Iteration 27Q: 3 clusters Score -24060.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -24067.591797 Penalty: 1881.737183
	Iteration 28Q: 3 clusters Score -24067.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -24067.591797 Penalty: 1881.737183
	Iteration 29F: 3 clusters Score -24067.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 117176 members 
Mstep: Class 2 contains 48272 members 
Mstep: Class 3 contains 7113 members 
Mstep: Class 4 contains 11384 members 
Mstep: Class 5 contains 74597 members 
Mstep: Class 6 contains 39317 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 110077 members 
Mstep: Class 9 contains 196063 members 
Mstep: Class 10 contains 70213 members 
Mstep: Class 11 contains 2566 members 
Mstep: Class 12 contains 9630 members 
Mstep: Class 13 contains 219 members 
Mstep: Class 14 contains 771 members 
Mstep: Class 15 contains 5538 members 
Mstep: Class 16 contains 16682 members 
Mstep: Class 17 contains 15988 members 
Mstep: Class 18 contains 12581 members 
Mstep: Class 19 contains 120197 members 
Mstep: Class 20 contains 1093 members 
Mstep: Class 21 contains 503 members 
Mstep: Class 22 contains 1578 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 17397 members 
Mstep: Class 25 contains 119850 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 112940 members 
Mstep: Class 29 contains 91272 members 
Mstep: Class 30 contains 82550 members 
Mstep: Class 31 contains 20379 members 
Mstep: Class 32 contains 48680 members 
Mstep: Class 33 contains 362 members 
Mstep: Class 34 contains 3696 members 
Mstep: Class 35 contains 1089 members 
Mstep: Class 36 contains 26213 members 
Mstep: Class 37 contains 66746 members 
Mstep: Class 38 contains 402 members 
Mstep: Class 39 contains 1157 members 
Mstep: Class 40 contains 84162 members 
Mstep: Class 41 contains 31100 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 54815 members 
Mstep: Class 44 contains 94603 members 
Mstep: Class 45 contains 229 members 
Mstep: Class 46 contains 512 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 141 members 
Mstep: Class 49 contains 186 members 
Entering Unmasked Estep 
Score: -194667904.000000 Penalty: 114337.593750
Splitting cluster 48 changes total score from -194668688.000000 to -194667904.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 117176 members 
Mstep: Class 2 contains 48272 members 
Mstep: Class 3 contains 7113 members 
Mstep: Class 4 contains 11384 members 
Mstep: Class 5 contains 74597 members 
Mstep: Class 6 contains 39317 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 110077 members 
Mstep: Class 9 contains 196063 members 
Mstep: Class 10 contains 70213 members 
Mstep: Class 11 contains 2566 members 
Mstep: Class 12 contains 9630 members 
Mstep: Class 13 contains 219 members 
Mstep: Class 14 contains 771 members 
Mstep: Class 15 contains 5538 members 
Mstep: Class 16 contains 16682 members 
Mstep: Class 17 contains 15988 members 
Mstep: Class 18 contains 12581 members 
Mstep: Class 19 contains 120197 members 
Mstep: Class 20 contains 1093 members 
Mstep: Class 21 contains 503 members 
Mstep: Class 22 contains 1578 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 17397 members 
Mstep: Class 25 contains 119850 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 112940 members 
Mstep: Class 29 contains 91272 members 
Mstep: Class 30 contains 82550 members 
Mstep: Class 31 contains 20379 members 
Mstep: Class 33 contains 362 members 
Mstep: Class 34 contains 3696 members 
Mstep: Class 35 contains 1089 members 
Mstep: Class 36 contains 26213 members 
Mstep: Class 37 contains 66746 members 
Mstep: Class 38 contains 402 members 
Mstep: Class 39 contains 1157 members 
Mstep: Class 40 contains 84162 members 
Mstep: Class 41 contains 31100 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 44 contains 94603 members 
Mstep: Class 45 contains 229 members 
Mstep: Class 46 contains 512 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194672032.000000 Penalty: 112004.171875
Iteration 119Q: 49 clusters Score -1.94672e+08 nChanged 17384
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 117908 members 
Mstep: Class 2 contains 48468 members 
Mstep: Class 3 contains 7019 members 
Mstep: Class 4 contains 11391 members 
Mstep: Class 5 contains 74375 members 
Mstep: Class 6 contains 39400 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 111248 members 
Mstep: Class 9 contains 196091 members 
Mstep: Class 10 contains 69770 members 
Mstep: Class 11 contains 2596 members 
Mstep: Class 12 contains 9661 members 
Mstep: Class 13 contains 219 members 
Mstep: Class 14 contains 771 members 
Mstep: Class 15 contains 5517 members 
Mstep: Class 16 contains 16698 members 
Mstep: Class 17 contains 15977 members 
Mstep: Class 18 contains 12588 members 
Mstep: Class 19 contains 120665 members 
Mstep: Class 20 contains 1093 members 
Mstep: Class 21 contains 503 members 
Mstep: Class 22 contains 1578 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 16635 members 
Mstep: Class 25 contains 120718 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 112988 members 
Mstep: Class 29 contains 91252 members 
Mstep: Class 30 contains 82543 members 
Mstep: Class 31 contains 20981 members 
Mstep: Class 32 contains 47630 members 
Mstep: Class 33 contains 362 members 
Mstep: Class 34 contains 3696 members 
Mstep: Class 35 contains 1093 members 
Mstep: Class 36 contains 25923 members 
Mstep: Class 37 contains 66919 members 
Mstep: Class 38 contains 402 members 
Mstep: Class 39 contains 1157 members 
Mstep: Class 40 contains 83441 members 
Mstep: Class 41 contains 31098 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 53918 members 
Mstep: Class 44 contains 94679 members 
Mstep: Class 45 contains 229 members 
Mstep: Class 46 contains 512 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194673536.000000 Penalty: 112004.171875
Iteration 120F: 49 clusters Score -1.946735e+08 nChanged 18169
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 117160 members 
Mstep: Class 2 contains 48322 members 
Mstep: Class 3 contains 6946 members 
Mstep: Class 4 contains 11399 members 
Mstep: Class 5 contains 73741 members 
Mstep: Class 6 contains 39441 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 111245 members 
Mstep: Class 9 contains 196003 members 
Mstep: Class 10 contains 69540 members 
Mstep: Class 11 contains 2639 members 
Mstep: Class 12 contains 9645 members 
Mstep: Class 13 contains 208 members 
Mstep: Class 14 contains 770 members 
Mstep: Class 15 contains 5498 members 
Mstep: Class 16 contains 16700 members 
Mstep: Class 17 contains 15974 members 
Mstep: Class 18 contains 12600 members 
Mstep: Class 19 contains 120434 members 
Mstep: Class 20 contains 1093 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1575 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 15912 members 
Mstep: Class 25 contains 121303 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 112211 members 
Mstep: Class 29 contains 90731 members 
Mstep: Class 30 contains 82483 members 
Mstep: Class 31 contains 21599 members 
Mstep: Class 32 contains 50348 members 
Mstep: Class 33 contains 362 members 
Mstep: Class 34 contains 3697 members 
Mstep: Class 35 contains 1098 members 
Mstep: Class 36 contains 25850 members 
Mstep: Class 37 contains 66118 members 
Mstep: Class 38 contains 402 members 
Mstep: Class 39 contains 1157 members 
Mstep: Class 40 contains 82371 members 
Mstep: Class 41 contains 31097 members 
Mstep: Class 42 contains 565 members 
Mstep: Class 43 contains 56432 members 
Mstep: Class 44 contains 94353 members 
Mstep: Class 45 contains 231 members 
Mstep: Class 46 contains 512 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194674096.000000 Penalty: 112004.171875
Iteration 121Q: 49 clusters Score -1.946741e+08 nChanged 14998
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 116473 members 
Mstep: Class 2 contains 48234 members 
Mstep: Class 3 contains 6880 members 
Mstep: Class 4 contains 11414 members 
Mstep: Class 5 contains 73231 members 
Mstep: Class 6 contains 39490 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 111133 members 
Mstep: Class 9 contains 195956 members 
Mstep: Class 10 contains 69694 members 
Mstep: Class 11 contains 2684 members 
Mstep: Class 12 contains 9631 members 
Mstep: Class 13 contains 198 members 
Mstep: Class 14 contains 771 members 
Mstep: Class 15 contains 5473 members 
Mstep: Class 16 contains 16708 members 
Mstep: Class 17 contains 15970 members 
Mstep: Class 18 contains 12600 members 
Mstep: Class 19 contains 120100 members 
Mstep: Class 20 contains 1093 members 
Mstep: Class 21 contains 507 members 
Mstep: Class 22 contains 1575 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 15426 members 
Mstep: Class 25 contains 121917 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 111712 members 
Mstep: Class 29 contains 90277 members 
Mstep: Class 30 contains 82438 members 
Mstep: Class 31 contains 22217 members 
Mstep: Class 32 contains 51644 members 
Mstep: Class 33 contains 362 members 
Mstep: Class 34 contains 3701 members 
Mstep: Class 35 contains 1099 members 
Mstep: Class 36 contains 26011 members 
Mstep: Class 37 contains 65735 members 
Mstep: Class 38 contains 403 members 
Mstep: Class 39 contains 1157 members 
Mstep: Class 40 contains 81436 members 
Mstep: Class 41 contains 31084 members 
Mstep: Class 42 contains 564 members 
Mstep: Class 43 contains 58552 members 
Mstep: Class 44 contains 93968 members 
Mstep: Class 45 contains 234 members 
Mstep: Class 46 contains 512 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194674704.000000 Penalty: 112004.171875
Iteration 122Q: 49 clusters Score -1.946747e+08 nChanged 14283
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 115807 members 
Mstep: Class 2 contains 48200 members 
Mstep: Class 3 contains 6823 members 
Mstep: Class 4 contains 11431 members 
Mstep: Class 5 contains 72822 members 
Mstep: Class 6 contains 39537 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 111058 members 
Mstep: Class 9 contains 195932 members 
Mstep: Class 10 contains 69981 members 
Mstep: Class 11 contains 2721 members 
Mstep: Class 12 contains 9630 members 
Mstep: Class 13 contains 196 members 
Mstep: Class 14 contains 771 members 
Mstep: Class 15 contains 5451 members 
Mstep: Class 16 contains 16717 members 
Mstep: Class 17 contains 15963 members 
Mstep: Class 18 contains 12603 members 
Mstep: Class 19 contains 119673 members 
Mstep: Class 20 contains 1094 members 
Mstep: Class 21 contains 511 members 
Mstep: Class 22 contains 1574 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 15089 members 
Mstep: Class 25 contains 122415 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 475 members 
Mstep: Class 28 contains 111163 members 
Mstep: Class 29 contains 89875 members 
Mstep: Class 30 contains 82385 members 
Mstep: Class 31 contains 22822 members 
Mstep: Class 32 contains 52884 members 
Mstep: Class 33 contains 362 members 
Mstep: Class 34 contains 3708 members 
Mstep: Class 35 contains 1100 members 
Mstep: Class 36 contains 26209 members 
Mstep: Class 37 contains 65389 members 
Mstep: Class 38 contains 404 members 
Mstep: Class 39 contains 1157 members 
Mstep: Class 40 contains 80434 members 
Mstep: Class 41 contains 31035 members 
Mstep: Class 42 contains 561 members 
Mstep: Class 43 contains 60552 members 
Mstep: Class 44 contains 93480 members 
Mstep: Class 45 contains 236 members 
Mstep: Class 46 contains 512 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194675136.000000 Penalty: 112004.171875
Iteration 123Q: 49 clusters Score -1.946751e+08 nChanged 13920
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 115158 members 
Mstep: Class 2 contains 48146 members 
Mstep: Class 3 contains 6774 members 
Mstep: Class 4 contains 11444 members 
Mstep: Class 5 contains 72438 members 
Mstep: Class 6 contains 39556 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 111001 members 
Mstep: Class 9 contains 195915 members 
Mstep: Class 10 contains 70233 members 
Mstep: Class 11 contains 2760 members 
Mstep: Class 12 contains 9633 members 
Mstep: Class 13 contains 196 members 
Mstep: Class 14 contains 772 members 
Mstep: Class 15 contains 5428 members 
Mstep: Class 16 contains 16734 members 
Mstep: Class 17 contains 15956 members 
Mstep: Class 18 contains 12624 members 
Mstep: Class 19 contains 119353 members 
Mstep: Class 20 contains 1094 members 
Mstep: Class 21 contains 514 members 
Mstep: Class 22 contains 1574 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 14694 members 
Mstep: Class 25 contains 122909 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 475 members 
Mstep: Class 28 contains 110624 members 
Mstep: Class 29 contains 89498 members 
Mstep: Class 30 contains 82350 members 
Mstep: Class 31 contains 23366 members 
Mstep: Class 32 contains 54294 members 
Mstep: Class 33 contains 362 members 
Mstep: Class 34 contains 3712 members 
Mstep: Class 35 contains 1105 members 
Mstep: Class 36 contains 26435 members 
Mstep: Class 37 contains 64966 members 
Mstep: Class 38 contains 404 members 
Mstep: Class 39 contains 1157 members 
Mstep: Class 40 contains 79288 members 
Mstep: Class 41 contains 30977 members 
Mstep: Class 42 contains 562 members 
Mstep: Class 43 contains 62564 members 
Mstep: Class 44 contains 92950 members 
Mstep: Class 45 contains 234 members 
Mstep: Class 46 contains 512 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194674864.000000 Penalty: 112004.171875
Iteration 124Q: 49 clusters Score -1.946749e+08 nChanged 13797
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 114577 members 
Mstep: Class 2 contains 48074 members 
Mstep: Class 3 contains 6731 members 
Mstep: Class 4 contains 11460 members 
Mstep: Class 5 contains 72106 members 
Mstep: Class 6 contains 39608 members 
Mstep: Class 7 contains 458 members 
Mstep: Class 8 contains 111022 members 
Mstep: Class 9 contains 195895 members 
Mstep: Class 10 contains 70831 members 
Mstep: Class 11 contains 2794 members 
Mstep: Class 12 contains 9633 members 
Mstep: Class 13 contains 196 members 
Mstep: Class 14 contains 772 members 
Mstep: Class 15 contains 5388 members 
Mstep: Class 16 contains 16749 members 
Mstep: Class 17 contains 15949 members 
Mstep: Class 18 contains 12633 members 
Mstep: Class 19 contains 119296 members 
Mstep: Class 20 contains 1093 members 
Mstep: Class 21 contains 515 members 
Mstep: Class 22 contains 1573 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 14244 members 
Mstep: Class 25 contains 123186 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 475 members 
Mstep: Class 28 contains 109990 members 
Mstep: Class 29 contains 89164 members 
Mstep: Class 30 contains 82301 members 
Mstep: Class 31 contains 23905 members 
Mstep: Class 32 contains 55410 members 
Mstep: Class 33 contains 360 members 
Mstep: Class 34 contains 3715 members 
Mstep: Class 35 contains 1107 members 
Mstep: Class 36 contains 26613 members 
Mstep: Class 37 contains 64546 members 
Mstep: Class 38 contains 404 members 
Mstep: Class 39 contains 1158 members 
Mstep: Class 40 contains 78094 members 
Mstep: Class 41 contains 30926 members 
Mstep: Class 42 contains 563 members 
Mstep: Class 43 contains 64580 members 
Mstep: Class 44 contains 92358 members 
Mstep: Class 45 contains 235 members 
Mstep: Class 46 contains 512 members 
Mstep: Class 47 contains 525 members 
Mstep: Class 48 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194674480.000000 Penalty: 112004.171875
Iteration 125Q: 49 clusters Score -1.946745e+08 nChanged 13712
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 114015 members 
Mstep: Class 2 contains 48002 members 
Mstep: Class 3 contains 6685 members 
Mstep: Class 4 contains 11481 members 
Mstep: Class 5 contains 71717 members 
Mstep: Class 6 contains 39650 members 
Mstep: Class 7 contains 458 members 
Mstep: Class 8 contains 110878 members 
Mstep: Class 9 contains 195874 members 
Mstep: Class 10 contains 71080 members 
Mstep: Class 11 contains 2832 members 
Mstep: Class 12 contains 9626 members 
Mstep: Class 13 contains 196 members 
Mstep: Class 14 contains 772 members 
Mstep: Class 15 contains 5337 members 
Mstep: Class 16 contains 16766 members 
Mstep: Class 17 contains 15938 members 
Mstep: Class 18 contains 12629 members 
Mstep: Class 19 contains 119257 members 
Mstep: Class 20 contains 1093 members 
Mstep: Class 21 contains 515 members 
Mstep: Class 22 contains 1573 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 14020 members 
Mstep: Class 25 contains 123632 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 475 members 
Mstep: Class 28 contains 109288 members 
Mstep: Class 29 contains 88892 members 
Mstep: Class 30 contains 82249 members 
Mstep: Class 31 contains 24521 members 
Mstep: Class 32 contains 56794 members 
Mstep: Class 33 contains 362 members 
Mstep: Class 34 contains 3717 members 
Mstep: Class 35 contains 1112 members 
Mstep: Class 36 contains 26819 members 
Mstep: Class 37 contains 63979 members 
Mstep: Class 38 contains 404 members 
Mstep: Class 39 contains 1159 members 
Mstep: Class 40 contains 76900 members 
Mstep: Class 41 contains 30885 members 
Mstep: Class 42 contains 562 members 
Mstep: Class 43 contains 66662 members 
Mstep: Class 44 contains 91647 members 
Mstep: Class 45 contains 235 members 
Mstep: Class 46 contains 512 members 
Mstep: Class 47 contains 525 members 
Mstep: Class 48 contains 335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194674992.000000 Penalty: 112004.171875
Iteration 126Q: 49 clusters Score -1.94675e+08 nChanged 14137
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 113463 members 
Mstep: Class 2 contains 47946 members 
Mstep: Class 3 contains 6637 members 
Mstep: Class 4 contains 11493 members 
Mstep: Class 5 contains 71296 members 
Mstep: Class 6 contains 39714 members 
Mstep: Class 7 contains 458 members 
Mstep: Class 8 contains 110770 members 
Mstep: Class 9 contains 195847 members 
Mstep: Class 10 contains 71606 members 
Mstep: Class 11 contains 2863 members 
Mstep: Class 12 contains 9604 members 
Mstep: Class 13 contains 196 members 
Mstep: Class 14 contains 771 members 
Mstep: Class 15 contains 5269 members 
Mstep: Class 16 contains 16780 members 
Mstep: Class 17 contains 15929 members 
Mstep: Class 18 contains 12647 members 
Mstep: Class 19 contains 119337 members 
Mstep: Class 20 contains 1093 members 
Mstep: Class 21 contains 515 members 
Mstep: Class 22 contains 1572 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 13721 members 
Mstep: Class 25 contains 123960 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 475 members 
Mstep: Class 28 contains 108408 members 
Mstep: Class 29 contains 88650 members 
Mstep: Class 30 contains 82199 members 
Mstep: Class 31 contains 25182 members 
Mstep: Class 32 contains 58032 members 
Mstep: Class 33 contains 363 members 
Mstep: Class 34 contains 3721 members 
Mstep: Class 35 contains 1115 members 
Mstep: Class 36 contains 26991 members 
Mstep: Class 37 contains 63354 members 
Mstep: Class 38 contains 404 members 
Mstep: Class 39 contains 1160 members 
Mstep: Class 40 contains 75711 members 
Mstep: Class 41 contains 30840 members 
Mstep: Class 42 contains 563 members 
Mstep: Class 43 contains 68760 members 
Mstep: Class 44 contains 91039 members 
Mstep: Class 45 contains 235 members 
Mstep: Class 46 contains 512 members 
Mstep: Class 47 contains 525 members 
Mstep: Class 48 contains 334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194675936.000000 Penalty: 112004.171875
Iteration 127Q: 49 clusters Score -1.946759e+08 nChanged 14211
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 112935 members 
Mstep: Class 2 contains 47892 members 
Mstep: Class 3 contains 6585 members 
Mstep: Class 4 contains 11495 members 
Mstep: Class 5 contains 70807 members 
Mstep: Class 6 contains 39762 members 
Mstep: Class 7 contains 458 members 
Mstep: Class 8 contains 110693 members 
Mstep: Class 9 contains 195840 members 
Mstep: Class 10 contains 72088 members 
Mstep: Class 11 contains 2917 members 
Mstep: Class 12 contains 9608 members 
Mstep: Class 13 contains 196 members 
Mstep: Class 14 contains 768 members 
Mstep: Class 15 contains 5196 members 
Mstep: Class 16 contains 16795 members 
Mstep: Class 17 contains 15920 members 
Mstep: Class 18 contains 12648 members 
Mstep: Class 19 contains 119460 members 
Mstep: Class 20 contains 1094 members 
Mstep: Class 21 contains 515 members 
Mstep: Class 22 contains 1572 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 13524 members 
Mstep: Class 25 contains 124307 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 475 members 
Mstep: Class 28 contains 107398 members 
Mstep: Class 29 contains 88443 members 
Mstep: Class 30 contains 82141 members 
Mstep: Class 31 contains 25896 members 
Mstep: Class 32 contains 59470 members 
Mstep: Class 33 contains 363 members 
Mstep: Class 34 contains 3721 members 
Mstep: Class 35 contains 1121 members 
Mstep: Class 36 contains 27161 members 
Mstep: Class 37 contains 62700 members 
Mstep: Class 38 contains 404 members 
Mstep: Class 39 contains 1162 members 
Mstep: Class 40 contains 74545 members 
Mstep: Class 41 contains 30806 members 
Mstep: Class 42 contains 563 members 
Mstep: Class 43 contains 70814 members 
Mstep: Class 44 contains 90196 members 
Mstep: Class 45 contains 235 members 
Mstep: Class 46 contains 512 members 
Mstep: Class 47 contains 524 members 
Mstep: Class 48 contains 335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194677136.000000 Penalty: 112004.171875
Iteration 128Q: 49 clusters Score -1.946771e+08 nChanged 14200
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 112448 members 
Mstep: Class 2 contains 47784 members 
Mstep: Class 3 contains 6520 members 
Mstep: Class 4 contains 11497 members 
Mstep: Class 5 contains 70295 members 
Mstep: Class 6 contains 39819 members 
Mstep: Class 7 contains 458 members 
Mstep: Class 8 contains 110687 members 
Mstep: Class 9 contains 195847 members 
Mstep: Class 10 contains 72718 members 
Mstep: Class 11 contains 2971 members 
Mstep: Class 12 contains 9613 members 
Mstep: Class 13 contains 196 members 
Mstep: Class 14 contains 766 members 
Mstep: Class 15 contains 5105 members 
Mstep: Class 16 contains 16814 members 
Mstep: Class 17 contains 15908 members 
Mstep: Class 18 contains 12657 members 
Mstep: Class 19 contains 119565 members 
Mstep: Class 20 contains 1096 members 
Mstep: Class 21 contains 514 members 
Mstep: Class 22 contains 1572 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 13344 members 
Mstep: Class 25 contains 124535 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 106460 members 
Mstep: Class 29 contains 88220 members 
Mstep: Class 30 contains 82076 members 
Mstep: Class 31 contains 26675 members 
Mstep: Class 32 contains 60866 members 
Mstep: Class 33 contains 363 members 
Mstep: Class 34 contains 3723 members 
Mstep: Class 35 contains 1127 members 
Mstep: Class 36 contains 27272 members 
Mstep: Class 37 contains 61988 members 
Mstep: Class 38 contains 404 members 
Mstep: Class 39 contains 1161 members 
Mstep: Class 40 contains 73409 members 
Mstep: Class 41 contains 30777 members 
Mstep: Class 42 contains 566 members 
Mstep: Class 43 contains 72842 members 
Mstep: Class 44 contains 89321 members 
Mstep: Class 45 contains 235 members 
Mstep: Class 46 contains 513 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194677664.000000 Penalty: 112004.171875
Iteration 129Q: 49 clusters Score -1.946777e+08 nChanged 14002
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 111984 members 
Mstep: Class 2 contains 47672 members 
Mstep: Class 3 contains 6447 members 
Mstep: Class 4 contains 11495 members 
Mstep: Class 5 contains 69778 members 
Mstep: Class 6 contains 39872 members 
Mstep: Class 7 contains 458 members 
Mstep: Class 8 contains 110630 members 
Mstep: Class 9 contains 195850 members 
Mstep: Class 10 contains 73262 members 
Mstep: Class 11 contains 3033 members 
Mstep: Class 12 contains 9614 members 
Mstep: Class 13 contains 196 members 
Mstep: Class 14 contains 766 members 
Mstep: Class 15 contains 5009 members 
Mstep: Class 16 contains 16834 members 
Mstep: Class 17 contains 15884 members 
Mstep: Class 18 contains 12665 members 
Mstep: Class 19 contains 119788 members 
Mstep: Class 20 contains 1097 members 
Mstep: Class 21 contains 513 members 
Mstep: Class 22 contains 1569 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 13068 members 
Mstep: Class 25 contains 124568 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 105619 members 
Mstep: Class 29 contains 88018 members 
Mstep: Class 30 contains 82055 members 
Mstep: Class 31 contains 27487 members 
Mstep: Class 32 contains 62336 members 
Mstep: Class 33 contains 363 members 
Mstep: Class 34 contains 3725 members 
Mstep: Class 35 contains 1131 members 
Mstep: Class 36 contains 27383 members 
Mstep: Class 37 contains 61340 members 
Mstep: Class 38 contains 404 members 
Mstep: Class 39 contains 1159 members 
Mstep: Class 40 contains 72181 members 
Mstep: Class 41 contains 30728 members 
Mstep: Class 42 contains 566 members 
Mstep: Class 43 contains 74893 members 
Mstep: Class 44 contains 88538 members 
Mstep: Class 45 contains 235 members 
Mstep: Class 46 contains 513 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194678128.000000 Penalty: 112004.171875
Iteration 130Q: 49 clusters Score -1.946781e+08 nChanged 14112
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 111538 members 
Mstep: Class 2 contains 47588 members 
Mstep: Class 3 contains 6377 members 
Mstep: Class 4 contains 11499 members 
Mstep: Class 5 contains 69246 members 
Mstep: Class 6 contains 39928 members 
Mstep: Class 7 contains 458 members 
Mstep: Class 8 contains 110660 members 
Mstep: Class 9 contains 195861 members 
Mstep: Class 10 contains 73977 members 
Mstep: Class 11 contains 3086 members 
Mstep: Class 12 contains 9615 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 766 members 
Mstep: Class 15 contains 4895 members 
Mstep: Class 16 contains 16858 members 
Mstep: Class 17 contains 15868 members 
Mstep: Class 18 contains 12669 members 
Mstep: Class 19 contains 119901 members 
Mstep: Class 20 contains 1097 members 
Mstep: Class 21 contains 512 members 
Mstep: Class 22 contains 1568 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 12933 members 
Mstep: Class 25 contains 124439 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 104922 members 
Mstep: Class 29 contains 87807 members 
Mstep: Class 30 contains 82024 members 
Mstep: Class 31 contains 28268 members 
Mstep: Class 32 contains 63731 members 
Mstep: Class 33 contains 363 members 
Mstep: Class 34 contains 3727 members 
Mstep: Class 35 contains 1135 members 
Mstep: Class 36 contains 27472 members 
Mstep: Class 37 contains 60645 members 
Mstep: Class 38 contains 404 members 
Mstep: Class 39 contains 1159 members 
Mstep: Class 40 contains 70967 members 
Mstep: Class 41 contains 30681 members 
Mstep: Class 42 contains 566 members 
Mstep: Class 43 contains 76907 members 
Mstep: Class 44 contains 87664 members 
Mstep: Class 45 contains 235 members 
Mstep: Class 46 contains 513 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679072.000000 Penalty: 112004.171875
Iteration 131Q: 49 clusters Score -1.946791e+08 nChanged 14651
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 111094 members 
Mstep: Class 2 contains 47519 members 
Mstep: Class 3 contains 6312 members 
Mstep: Class 4 contains 11501 members 
Mstep: Class 5 contains 68666 members 
Mstep: Class 6 contains 39981 members 
Mstep: Class 7 contains 458 members 
Mstep: Class 8 contains 110603 members 
Mstep: Class 9 contains 195884 members 
Mstep: Class 10 contains 74946 members 
Mstep: Class 11 contains 3133 members 
Mstep: Class 12 contains 9608 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 765 members 
Mstep: Class 15 contains 4777 members 
Mstep: Class 16 contains 16873 members 
Mstep: Class 17 contains 15855 members 
Mstep: Class 18 contains 12673 members 
Mstep: Class 19 contains 119943 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 512 members 
Mstep: Class 22 contains 1568 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 12690 members 
Mstep: Class 25 contains 123987 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 104183 members 
Mstep: Class 29 contains 87637 members 
Mstep: Class 30 contains 82022 members 
Mstep: Class 31 contains 29095 members 
Mstep: Class 32 contains 65165 members 
Mstep: Class 33 contains 363 members 
Mstep: Class 34 contains 3730 members 
Mstep: Class 35 contains 1136 members 
Mstep: Class 36 contains 27557 members 
Mstep: Class 37 contains 59961 members 
Mstep: Class 38 contains 407 members 
Mstep: Class 39 contains 1159 members 
Mstep: Class 40 contains 69626 members 
Mstep: Class 41 contains 30647 members 
Mstep: Class 42 contains 566 members 
Mstep: Class 43 contains 78940 members 
Mstep: Class 44 contains 87144 members 
Mstep: Class 45 contains 235 members 
Mstep: Class 46 contains 513 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679600.000000 Penalty: 112004.171875
Iteration 132Q: 49 clusters Score -1.946796e+08 nChanged 14437
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 110560 members 
Mstep: Class 2 contains 47461 members 
Mstep: Class 3 contains 6245 members 
Mstep: Class 4 contains 11505 members 
Mstep: Class 5 contains 68019 members 
Mstep: Class 6 contains 40048 members 
Mstep: Class 7 contains 458 members 
Mstep: Class 8 contains 110572 members 
Mstep: Class 9 contains 195917 members 
Mstep: Class 10 contains 75698 members 
Mstep: Class 11 contains 3181 members 
Mstep: Class 12 contains 9606 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 764 members 
Mstep: Class 15 contains 4649 members 
Mstep: Class 16 contains 16886 members 
Mstep: Class 17 contains 15839 members 
Mstep: Class 18 contains 12680 members 
Mstep: Class 19 contains 120117 members 
Mstep: Class 20 contains 1099 members 
Mstep: Class 21 contains 511 members 
Mstep: Class 22 contains 1568 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 12187 members 
Mstep: Class 25 contains 123676 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 103361 members 
Mstep: Class 29 contains 87446 members 
Mstep: Class 30 contains 82020 members 
Mstep: Class 31 contains 29945 members 
Mstep: Class 32 contains 66718 members 
Mstep: Class 33 contains 363 members 
Mstep: Class 34 contains 3729 members 
Mstep: Class 35 contains 1137 members 
Mstep: Class 36 contains 27618 members 
Mstep: Class 37 contains 59259 members 
Mstep: Class 38 contains 407 members 
Mstep: Class 39 contains 1158 members 
Mstep: Class 40 contains 68258 members 
Mstep: Class 41 contains 30600 members 
Mstep: Class 42 contains 566 members 
Mstep: Class 43 contains 81012 members 
Mstep: Class 44 contains 86940 members 
Mstep: Class 45 contains 235 members 
Mstep: Class 46 contains 513 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194679648.000000 Penalty: 112004.171875
Iteration 133Q: 49 clusters Score -1.946796e+08 nChanged 14182
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 110065 members 
Mstep: Class 2 contains 47363 members 
Mstep: Class 3 contains 6186 members 
Mstep: Class 4 contains 11505 members 
Mstep: Class 5 contains 67394 members 
Mstep: Class 6 contains 40119 members 
Mstep: Class 7 contains 458 members 
Mstep: Class 8 contains 110575 members 
Mstep: Class 9 contains 195968 members 
Mstep: Class 10 contains 76422 members 
Mstep: Class 11 contains 3252 members 
Mstep: Class 12 contains 9598 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 763 members 
Mstep: Class 15 contains 4545 members 
Mstep: Class 16 contains 16904 members 
Mstep: Class 17 contains 15832 members 
Mstep: Class 18 contains 12683 members 
Mstep: Class 19 contains 120193 members 
Mstep: Class 20 contains 1099 members 
Mstep: Class 21 contains 512 members 
Mstep: Class 22 contains 1567 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 11581 members 
Mstep: Class 25 contains 123177 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 102628 members 
Mstep: Class 29 contains 87272 members 
Mstep: Class 30 contains 81995 members 
Mstep: Class 31 contains 30840 members 
Mstep: Class 32 contains 68380 members 
Mstep: Class 33 contains 362 members 
Mstep: Class 34 contains 3731 members 
Mstep: Class 35 contains 1137 members 
Mstep: Class 36 contains 27645 members 
Mstep: Class 37 contains 58579 members 
Mstep: Class 38 contains 407 members 
Mstep: Class 39 contains 1159 members 
Mstep: Class 40 contains 66856 members 
Mstep: Class 41 contains 30550 members 
Mstep: Class 42 contains 566 members 
Mstep: Class 43 contains 83030 members 
Mstep: Class 44 contains 86885 members 
Mstep: Class 45 contains 235 members 
Mstep: Class 46 contains 513 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194680112.000000 Penalty: 112004.171875
Iteration 134Q: 49 clusters Score -1.946801e+08 nChanged 14275
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 109558 members 
Mstep: Class 2 contains 47303 members 
Mstep: Class 3 contains 6130 members 
Mstep: Class 4 contains 11504 members 
Mstep: Class 5 contains 66730 members 
Mstep: Class 6 contains 40194 members 
Mstep: Class 7 contains 458 members 
Mstep: Class 8 contains 110549 members 
Mstep: Class 9 contains 196020 members 
Mstep: Class 10 contains 77449 members 
Mstep: Class 11 contains 3326 members 
Mstep: Class 12 contains 9591 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 763 members 
Mstep: Class 15 contains 4471 members 
Mstep: Class 16 contains 16925 members 
Mstep: Class 17 contains 15824 members 
Mstep: Class 18 contains 12689 members 
Mstep: Class 19 contains 120337 members 
Mstep: Class 20 contains 1099 members 
Mstep: Class 21 contains 512 members 
Mstep: Class 22 contains 1567 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 10807 members 
Mstep: Class 25 contains 122393 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 101832 members 
Mstep: Class 29 contains 87074 members 
Mstep: Class 30 contains 81961 members 
Mstep: Class 31 contains 31734 members 
Mstep: Class 32 contains 70218 members 
Mstep: Class 33 contains 362 members 
Mstep: Class 34 contains 3734 members 
Mstep: Class 35 contains 1137 members 
Mstep: Class 36 contains 27637 members 
Mstep: Class 37 contains 57750 members 
Mstep: Class 38 contains 407 members 
Mstep: Class 39 contains 1158 members 
Mstep: Class 40 contains 65445 members 
Mstep: Class 41 contains 30493 members 
Mstep: Class 42 contains 566 members 
Mstep: Class 43 contains 84987 members 
Mstep: Class 44 contains 87089 members 
Mstep: Class 45 contains 235 members 
Mstep: Class 46 contains 513 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194681040.000000 Penalty: 112004.171875
Iteration 135Q: 49 clusters Score -1.94681e+08 nChanged 13622
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 109058 members 
Mstep: Class 2 contains 47262 members 
Mstep: Class 3 contains 6073 members 
Mstep: Class 4 contains 11500 members 
Mstep: Class 5 contains 66030 members 
Mstep: Class 6 contains 40258 members 
Mstep: Class 7 contains 458 members 
Mstep: Class 8 contains 110242 members 
Mstep: Class 9 contains 196069 members 
Mstep: Class 10 contains 78311 members 
Mstep: Class 11 contains 3399 members 
Mstep: Class 12 contains 9599 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 762 members 
Mstep: Class 15 contains 4370 members 
Mstep: Class 16 contains 16951 members 
Mstep: Class 17 contains 15818 members 
Mstep: Class 18 contains 12694 members 
Mstep: Class 19 contains 120390 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 512 members 
Mstep: Class 22 contains 1565 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 10137 members 
Mstep: Class 25 contains 121710 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 101140 members 
Mstep: Class 29 contains 86851 members 
Mstep: Class 30 contains 81909 members 
Mstep: Class 31 contains 32583 members 
Mstep: Class 32 contains 72083 members 
Mstep: Class 33 contains 362 members 
Mstep: Class 34 contains 3732 members 
Mstep: Class 35 contains 1137 members 
Mstep: Class 36 contains 27634 members 
Mstep: Class 37 contains 56998 members 
Mstep: Class 38 contains 407 members 
Mstep: Class 39 contains 1158 members 
Mstep: Class 40 contains 64188 members 
Mstep: Class 41 contains 30448 members 
Mstep: Class 42 contains 566 members 
Mstep: Class 43 contains 86935 members 
Mstep: Class 44 contains 87384 members 
Mstep: Class 45 contains 235 members 
Mstep: Class 46 contains 513 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194682016.000000 Penalty: 112004.171875
Iteration 136Q: 49 clusters Score -1.94682e+08 nChanged 13608
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 108585 members 
Mstep: Class 2 contains 47194 members 
Mstep: Class 3 contains 6016 members 
Mstep: Class 4 contains 11490 members 
Mstep: Class 5 contains 65389 members 
Mstep: Class 6 contains 40316 members 
Mstep: Class 7 contains 458 members 
Mstep: Class 8 contains 109848 members 
Mstep: Class 9 contains 196112 members 
Mstep: Class 10 contains 79398 members 
Mstep: Class 11 contains 3497 members 
Mstep: Class 12 contains 9593 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 763 members 
Mstep: Class 15 contains 4320 members 
Mstep: Class 16 contains 16968 members 
Mstep: Class 17 contains 15810 members 
Mstep: Class 18 contains 12701 members 
Mstep: Class 19 contains 120270 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 512 members 
Mstep: Class 22 contains 1563 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 9391 members 
Mstep: Class 25 contains 120666 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 100465 members 
Mstep: Class 29 contains 86691 members 
Mstep: Class 30 contains 81862 members 
Mstep: Class 31 contains 33472 members 
Mstep: Class 32 contains 73964 members 
Mstep: Class 33 contains 362 members 
Mstep: Class 34 contains 3738 members 
Mstep: Class 35 contains 1137 members 
Mstep: Class 36 contains 27643 members 
Mstep: Class 37 contains 56264 members 
Mstep: Class 38 contains 407 members 
Mstep: Class 39 contains 1159 members 
Mstep: Class 40 contains 62983 members 
Mstep: Class 41 contains 30385 members 
Mstep: Class 42 contains 566 members 
Mstep: Class 43 contains 88831 members 
Mstep: Class 44 contains 87895 members 
Mstep: Class 45 contains 235 members 
Mstep: Class 46 contains 513 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194682928.000000 Penalty: 112004.171875
Iteration 137Q: 49 clusters Score -1.946829e+08 nChanged 13452
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 108125 members 
Mstep: Class 2 contains 47125 members 
Mstep: Class 3 contains 5957 members 
Mstep: Class 4 contains 11482 members 
Mstep: Class 5 contains 64763 members 
Mstep: Class 6 contains 40387 members 
Mstep: Class 7 contains 458 members 
Mstep: Class 8 contains 109230 members 
Mstep: Class 9 contains 196159 members 
Mstep: Class 10 contains 80360 members 
Mstep: Class 11 contains 3579 members 
Mstep: Class 12 contains 9582 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 763 members 
Mstep: Class 15 contains 4272 members 
Mstep: Class 16 contains 16989 members 
Mstep: Class 17 contains 15799 members 
Mstep: Class 18 contains 12712 members 
Mstep: Class 19 contains 120086 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 512 members 
Mstep: Class 22 contains 1560 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 8750 members 
Mstep: Class 25 contains 119604 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 100019 members 
Mstep: Class 29 contains 86552 members 
Mstep: Class 30 contains 81823 members 
Mstep: Class 31 contains 34379 members 
Mstep: Class 32 contains 75841 members 
Mstep: Class 33 contains 362 members 
Mstep: Class 34 contains 3739 members 
Mstep: Class 35 contains 1138 members 
Mstep: Class 36 contains 27655 members 
Mstep: Class 37 contains 55627 members 
Mstep: Class 38 contains 407 members 
Mstep: Class 39 contains 1161 members 
Mstep: Class 40 contains 61736 members 
Mstep: Class 41 contains 30323 members 
Mstep: Class 42 contains 566 members 
Mstep: Class 43 contains 90646 members 
Mstep: Class 44 contains 88456 members 
Mstep: Class 45 contains 235 members 
Mstep: Class 46 contains 513 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194684192.000000 Penalty: 112004.171875
Iteration 138Q: 49 clusters Score -1.946842e+08 nChanged 13242
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 107665 members 
Mstep: Class 2 contains 47070 members 
Mstep: Class 3 contains 5879 members 
Mstep: Class 4 contains 11477 members 
Mstep: Class 5 contains 64175 members 
Mstep: Class 6 contains 40472 members 
Mstep: Class 7 contains 458 members 
Mstep: Class 8 contains 108445 members 
Mstep: Class 9 contains 196200 members 
Mstep: Class 10 contains 81381 members 
Mstep: Class 11 contains 3647 members 
Mstep: Class 12 contains 9579 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 763 members 
Mstep: Class 15 contains 4192 members 
Mstep: Class 16 contains 17014 members 
Mstep: Class 17 contains 15781 members 
Mstep: Class 18 contains 12722 members 
Mstep: Class 19 contains 119819 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 512 members 
Mstep: Class 22 contains 1561 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 8297 members 
Mstep: Class 25 contains 118662 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 99554 members 
Mstep: Class 29 contains 86391 members 
Mstep: Class 30 contains 81773 members 
Mstep: Class 31 contains 35306 members 
Mstep: Class 32 contains 77740 members 
Mstep: Class 33 contains 362 members 
Mstep: Class 34 contains 3738 members 
Mstep: Class 35 contains 1138 members 
Mstep: Class 36 contains 27650 members 
Mstep: Class 37 contains 55060 members 
Mstep: Class 38 contains 407 members 
Mstep: Class 39 contains 1161 members 
Mstep: Class 40 contains 60492 members 
Mstep: Class 41 contains 30268 members 
Mstep: Class 42 contains 566 members 
Mstep: Class 43 contains 92307 members 
Mstep: Class 44 contains 89000 members 
Mstep: Class 45 contains 235 members 
Mstep: Class 46 contains 513 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194685072.000000 Penalty: 112004.171875
Iteration 139Q: 49 clusters Score -1.946851e+08 nChanged 13481
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 107217 members 
Mstep: Class 2 contains 47049 members 
Mstep: Class 3 contains 5783 members 
Mstep: Class 4 contains 11474 members 
Mstep: Class 5 contains 63539 members 
Mstep: Class 6 contains 40552 members 
Mstep: Class 7 contains 458 members 
Mstep: Class 8 contains 107451 members 
Mstep: Class 9 contains 196257 members 
Mstep: Class 10 contains 82293 members 
Mstep: Class 11 contains 3713 members 
Mstep: Class 12 contains 9574 members 
Mstep: Class 13 contains 197 members 
Mstep: Class 14 contains 763 members 
Mstep: Class 15 contains 4124 members 
Mstep: Class 16 contains 17038 members 
Mstep: Class 17 contains 15765 members 
Mstep: Class 18 contains 12736 members 
Mstep: Class 19 contains 119583 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 512 members 
Mstep: Class 22 contains 1560 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 7854 members 
Mstep: Class 25 contains 118031 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 99244 members 
Mstep: Class 29 contains 86224 members 
Mstep: Class 30 contains 81715 members 
Mstep: Class 31 contains 36321 members 
Mstep: Class 32 contains 79488 members 
Mstep: Class 33 contains 362 members 
Mstep: Class 34 contains 3738 members 
Mstep: Class 35 contains 1138 members 
Mstep: Class 36 contains 27666 members 
Mstep: Class 37 contains 54629 members 
Mstep: Class 38 contains 407 members 
Mstep: Class 39 contains 1160 members 
Mstep: Class 40 contains 59180 members 
Mstep: Class 41 contains 30189 members 
Mstep: Class 42 contains 566 members 
Mstep: Class 43 contains 93856 members 
Mstep: Class 44 contains 89475 members 
Mstep: Class 45 contains 235 members 
Mstep: Class 46 contains 513 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194686624.000000 Penalty: 112004.171875
Iteration 140F: 49 clusters Score -1.946866e+08 nChanged 14213
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 106827 members 
Mstep: Class 2 contains 47022 members 
Mstep: Class 3 contains 5660 members 
Mstep: Class 4 contains 11472 members 
Mstep: Class 5 contains 62861 members 
Mstep: Class 6 contains 40633 members 
Mstep: Class 7 contains 458 members 
Mstep: Class 8 contains 106511 members 
Mstep: Class 9 contains 196298 members 
Mstep: Class 10 contains 83076 members 
Mstep: Class 11 contains 3829 members 
Mstep: Class 12 contains 9563 members 
Mstep: Class 13 contains 192 members 
Mstep: Class 14 contains 763 members 
Mstep: Class 15 contains 4004 members 
Mstep: Class 16 contains 17066 members 
Mstep: Class 17 contains 15753 members 
Mstep: Class 18 contains 12746 members 
Mstep: Class 19 contains 119307 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 512 members 
Mstep: Class 22 contains 1556 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 7557 members 
Mstep: Class 25 contains 117450 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 98900 members 
Mstep: Class 29 contains 86033 members 
Mstep: Class 30 contains 81641 members 
Mstep: Class 31 contains 37495 members 
Mstep: Class 32 contains 81511 members 
Mstep: Class 33 contains 362 members 
Mstep: Class 34 contains 3738 members 
Mstep: Class 35 contains 1138 members 
Mstep: Class 36 contains 27678 members 
Mstep: Class 37 contains 54257 members 
Mstep: Class 38 contains 407 members 
Mstep: Class 39 contains 1160 members 
Mstep: Class 40 contains 57669 members 
Mstep: Class 41 contains 30124 members 
Mstep: Class 42 contains 565 members 
Mstep: Class 43 contains 95073 members 
Mstep: Class 44 contains 90009 members 
Mstep: Class 45 contains 237 members 
Mstep: Class 46 contains 513 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194687552.000000 Penalty: 112004.171875
Iteration 141Q: 49 clusters Score -1.946876e+08 nChanged 14759
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 106374 members 
Mstep: Class 2 contains 46960 members 
Mstep: Class 3 contains 5541 members 
Mstep: Class 4 contains 11473 members 
Mstep: Class 5 contains 62296 members 
Mstep: Class 6 contains 40712 members 
Mstep: Class 7 contains 458 members 
Mstep: Class 8 contains 105492 members 
Mstep: Class 9 contains 196351 members 
Mstep: Class 10 contains 84025 members 
Mstep: Class 11 contains 3966 members 
Mstep: Class 12 contains 9570 members 
Mstep: Class 13 contains 191 members 
Mstep: Class 14 contains 763 members 
Mstep: Class 15 contains 3867 members 
Mstep: Class 16 contains 17094 members 
Mstep: Class 17 contains 15740 members 
Mstep: Class 18 contains 12753 members 
Mstep: Class 19 contains 118848 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 512 members 
Mstep: Class 22 contains 1557 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 7371 members 
Mstep: Class 25 contains 116665 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 98640 members 
Mstep: Class 29 contains 85855 members 
Mstep: Class 30 contains 81542 members 
Mstep: Class 31 contains 38576 members 
Mstep: Class 32 contains 83666 members 
Mstep: Class 33 contains 362 members 
Mstep: Class 34 contains 3740 members 
Mstep: Class 35 contains 1137 members 
Mstep: Class 36 contains 27727 members 
Mstep: Class 37 contains 53944 members 
Mstep: Class 38 contains 409 members 
Mstep: Class 39 contains 1160 members 
Mstep: Class 40 contains 56148 members 
Mstep: Class 41 contains 30054 members 
Mstep: Class 42 contains 565 members 
Mstep: Class 43 contains 96091 members 
Mstep: Class 44 contains 90682 members 
Mstep: Class 45 contains 237 members 
Mstep: Class 46 contains 513 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194688320.000000 Penalty: 112004.171875
Iteration 142Q: 49 clusters Score -1.946883e+08 nChanged 15433
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 105934 members 
Mstep: Class 2 contains 46903 members 
Mstep: Class 3 contains 5408 members 
Mstep: Class 4 contains 11468 members 
Mstep: Class 5 contains 61709 members 
Mstep: Class 6 contains 40788 members 
Mstep: Class 7 contains 459 members 
Mstep: Class 8 contains 104574 members 
Mstep: Class 9 contains 196396 members 
Mstep: Class 10 contains 84479 members 
Mstep: Class 11 contains 4105 members 
Mstep: Class 12 contains 9567 members 
Mstep: Class 13 contains 191 members 
Mstep: Class 14 contains 763 members 
Mstep: Class 15 contains 3721 members 
Mstep: Class 16 contains 17123 members 
Mstep: Class 17 contains 15728 members 
Mstep: Class 18 contains 12759 members 
Mstep: Class 19 contains 118257 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 512 members 
Mstep: Class 22 contains 1555 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 7171 members 
Mstep: Class 25 contains 115835 members 
Mstep: Class 26 contains 210 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 98693 members 
Mstep: Class 29 contains 85717 members 
Mstep: Class 30 contains 81475 members 
Mstep: Class 31 contains 39637 members 
Mstep: Class 32 contains 86004 members 
Mstep: Class 33 contains 363 members 
Mstep: Class 34 contains 3741 members 
Mstep: Class 35 contains 1139 members 
Mstep: Class 36 contains 27767 members 
Mstep: Class 37 contains 53960 members 
Mstep: Class 38 contains 409 members 
Mstep: Class 39 contains 1160 members 
Mstep: Class 40 contains 54739 members 
Mstep: Class 41 contains 29973 members 
Mstep: Class 42 contains 565 members 
Mstep: Class 43 contains 96829 members 
Mstep: Class 44 contains 91302 members 
Mstep: Class 45 contains 237 members 
Mstep: Class 46 contains 513 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194689616.000000 Penalty: 112004.171875
Iteration 143Q: 49 clusters Score -1.946896e+08 nChanged 16458
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 105489 members 
Mstep: Class 2 contains 46807 members 
Mstep: Class 3 contains 5273 members 
Mstep: Class 4 contains 11460 members 
Mstep: Class 5 contains 61155 members 
Mstep: Class 6 contains 40867 members 
Mstep: Class 7 contains 460 members 
Mstep: Class 8 contains 103703 members 
Mstep: Class 9 contains 196467 members 
Mstep: Class 10 contains 84510 members 
Mstep: Class 11 contains 4289 members 
Mstep: Class 12 contains 9565 members 
Mstep: Class 13 contains 190 members 
Mstep: Class 14 contains 762 members 
Mstep: Class 15 contains 3599 members 
Mstep: Class 16 contains 17145 members 
Mstep: Class 17 contains 15723 members 
Mstep: Class 18 contains 12757 members 
Mstep: Class 19 contains 117600 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 513 members 
Mstep: Class 22 contains 1557 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 6984 members 
Mstep: Class 25 contains 114884 members 
Mstep: Class 26 contains 210 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 98865 members 
Mstep: Class 29 contains 85566 members 
Mstep: Class 30 contains 81403 members 
Mstep: Class 31 contains 40695 members 
Mstep: Class 32 contains 88603 members 
Mstep: Class 33 contains 363 members 
Mstep: Class 34 contains 3743 members 
Mstep: Class 35 contains 1141 members 
Mstep: Class 36 contains 27851 members 
Mstep: Class 37 contains 54252 members 
Mstep: Class 38 contains 409 members 
Mstep: Class 39 contains 1160 members 
Mstep: Class 40 contains 53351 members 
Mstep: Class 41 contains 29893 members 
Mstep: Class 42 contains 565 members 
Mstep: Class 43 contains 97345 members 
Mstep: Class 44 contains 91915 members 
Mstep: Class 45 contains 237 members 
Mstep: Class 46 contains 513 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194690912.000000 Penalty: 112004.171875
Iteration 144Q: 49 clusters Score -1.946909e+08 nChanged 16547
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 105047 members 
Mstep: Class 2 contains 46683 members 
Mstep: Class 3 contains 5142 members 
Mstep: Class 4 contains 11460 members 
Mstep: Class 5 contains 60699 members 
Mstep: Class 6 contains 40950 members 
Mstep: Class 7 contains 460 members 
Mstep: Class 8 contains 102886 members 
Mstep: Class 9 contains 196514 members 
Mstep: Class 10 contains 84297 members 
Mstep: Class 11 contains 4462 members 
Mstep: Class 12 contains 9567 members 
Mstep: Class 13 contains 189 members 
Mstep: Class 14 contains 762 members 
Mstep: Class 15 contains 3471 members 
Mstep: Class 16 contains 17176 members 
Mstep: Class 17 contains 15715 members 
Mstep: Class 18 contains 12766 members 
Mstep: Class 19 contains 116688 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 513 members 
Mstep: Class 22 contains 1557 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 6838 members 
Mstep: Class 25 contains 114046 members 
Mstep: Class 26 contains 210 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 99096 members 
Mstep: Class 29 contains 85398 members 
Mstep: Class 30 contains 81336 members 
Mstep: Class 31 contains 41762 members 
Mstep: Class 32 contains 91270 members 
Mstep: Class 33 contains 363 members 
Mstep: Class 34 contains 3743 members 
Mstep: Class 35 contains 1143 members 
Mstep: Class 36 contains 27949 members 
Mstep: Class 37 contains 54758 members 
Mstep: Class 38 contains 409 members 
Mstep: Class 39 contains 1160 members 
Mstep: Class 40 contains 51977 members 
Mstep: Class 41 contains 29794 members 
Mstep: Class 42 contains 565 members 
Mstep: Class 43 contains 97747 members 
Mstep: Class 44 contains 92519 members 
Mstep: Class 45 contains 237 members 
Mstep: Class 46 contains 513 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194691840.000000 Penalty: 112004.171875
Iteration 145Q: 49 clusters Score -1.946918e+08 nChanged 16671
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 104526 members 
Mstep: Class 2 contains 46538 members 
Mstep: Class 3 contains 5042 members 
Mstep: Class 4 contains 11455 members 
Mstep: Class 5 contains 60259 members 
Mstep: Class 6 contains 41023 members 
Mstep: Class 7 contains 460 members 
Mstep: Class 8 contains 102242 members 
Mstep: Class 9 contains 196600 members 
Mstep: Class 10 contains 83572 members 
Mstep: Class 11 contains 4647 members 
Mstep: Class 12 contains 9564 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 762 members 
Mstep: Class 15 contains 3364 members 
Mstep: Class 16 contains 17196 members 
Mstep: Class 17 contains 15706 members 
Mstep: Class 18 contains 12770 members 
Mstep: Class 19 contains 115904 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 513 members 
Mstep: Class 22 contains 1556 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 6625 members 
Mstep: Class 25 contains 113164 members 
Mstep: Class 26 contains 210 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 99486 members 
Mstep: Class 29 contains 85235 members 
Mstep: Class 30 contains 81275 members 
Mstep: Class 31 contains 42805 members 
Mstep: Class 32 contains 94080 members 
Mstep: Class 33 contains 363 members 
Mstep: Class 34 contains 3743 members 
Mstep: Class 35 contains 1145 members 
Mstep: Class 36 contains 28059 members 
Mstep: Class 37 contains 55480 members 
Mstep: Class 38 contains 409 members 
Mstep: Class 39 contains 1160 members 
Mstep: Class 40 contains 50452 members 
Mstep: Class 41 contains 29714 members 
Mstep: Class 42 contains 565 members 
Mstep: Class 43 contains 98017 members 
Mstep: Class 44 contains 93212 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 513 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194693584.000000 Penalty: 112004.171875
Iteration 146Q: 49 clusters Score -1.946936e+08 nChanged 17316
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 104086 members 
Mstep: Class 2 contains 46361 members 
Mstep: Class 3 contains 4925 members 
Mstep: Class 4 contains 11445 members 
Mstep: Class 5 contains 59831 members 
Mstep: Class 6 contains 41076 members 
Mstep: Class 7 contains 460 members 
Mstep: Class 8 contains 101723 members 
Mstep: Class 9 contains 196712 members 
Mstep: Class 10 contains 82163 members 
Mstep: Class 11 contains 4814 members 
Mstep: Class 12 contains 9569 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 762 members 
Mstep: Class 15 contains 3250 members 
Mstep: Class 16 contains 17217 members 
Mstep: Class 17 contains 15703 members 
Mstep: Class 18 contains 12777 members 
Mstep: Class 19 contains 115328 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 513 members 
Mstep: Class 22 contains 1555 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 6434 members 
Mstep: Class 25 contains 112591 members 
Mstep: Class 26 contains 210 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 99966 members 
Mstep: Class 29 contains 85064 members 
Mstep: Class 30 contains 81219 members 
Mstep: Class 31 contains 43818 members 
Mstep: Class 32 contains 97148 members 
Mstep: Class 33 contains 363 members 
Mstep: Class 34 contains 3742 members 
Mstep: Class 35 contains 1148 members 
Mstep: Class 36 contains 28193 members 
Mstep: Class 37 contains 56402 members 
Mstep: Class 38 contains 409 members 
Mstep: Class 39 contains 1160 members 
Mstep: Class 40 contains 48885 members 
Mstep: Class 41 contains 29659 members 
Mstep: Class 42 contains 565 members 
Mstep: Class 43 contains 98130 members 
Mstep: Class 44 contains 93522 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 513 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194693584.000000 Penalty: 112004.171875
Iteration 147Q: 49 clusters Score -1.946936e+08 nChanged 17172
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 103674 members 
Mstep: Class 2 contains 46216 members 
Mstep: Class 3 contains 4774 members 
Mstep: Class 4 contains 11439 members 
Mstep: Class 5 contains 59452 members 
Mstep: Class 6 contains 41148 members 
Mstep: Class 7 contains 460 members 
Mstep: Class 8 contains 101308 members 
Mstep: Class 9 contains 196812 members 
Mstep: Class 10 contains 79882 members 
Mstep: Class 11 contains 4998 members 
Mstep: Class 12 contains 9576 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 761 members 
Mstep: Class 15 contains 3123 members 
Mstep: Class 16 contains 17242 members 
Mstep: Class 17 contains 15706 members 
Mstep: Class 18 contains 12786 members 
Mstep: Class 19 contains 114807 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 513 members 
Mstep: Class 22 contains 1554 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 6233 members 
Mstep: Class 25 contains 112462 members 
Mstep: Class 26 contains 210 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 100588 members 
Mstep: Class 29 contains 84905 members 
Mstep: Class 30 contains 81136 members 
Mstep: Class 31 contains 44949 members 
Mstep: Class 32 contains 99836 members 
Mstep: Class 33 contains 363 members 
Mstep: Class 34 contains 3746 members 
Mstep: Class 35 contains 1149 members 
Mstep: Class 36 contains 28316 members 
Mstep: Class 37 contains 57771 members 
Mstep: Class 38 contains 409 members 
Mstep: Class 39 contains 1160 members 
Mstep: Class 40 contains 47296 members 
Mstep: Class 41 contains 29611 members 
Mstep: Class 42 contains 565 members 
Mstep: Class 43 contains 98153 members 
Mstep: Class 44 contains 93809 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 513 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194693824.000000 Penalty: 112004.171875
Iteration 148Q: 49 clusters Score -1.946938e+08 nChanged 16655
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 103261 members 
Mstep: Class 2 contains 46080 members 
Mstep: Class 3 contains 4635 members 
Mstep: Class 4 contains 11440 members 
Mstep: Class 5 contains 59104 members 
Mstep: Class 6 contains 41223 members 
Mstep: Class 7 contains 460 members 
Mstep: Class 8 contains 100975 members 
Mstep: Class 9 contains 196909 members 
Mstep: Class 10 contains 77407 members 
Mstep: Class 11 contains 5197 members 
Mstep: Class 12 contains 9580 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 761 members 
Mstep: Class 15 contains 3005 members 
Mstep: Class 16 contains 17262 members 
Mstep: Class 17 contains 15706 members 
Mstep: Class 18 contains 12796 members 
Mstep: Class 19 contains 114156 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 513 members 
Mstep: Class 22 contains 1554 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 5892 members 
Mstep: Class 25 contains 112544 members 
Mstep: Class 26 contains 210 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 101112 members 
Mstep: Class 29 contains 84825 members 
Mstep: Class 30 contains 81082 members 
Mstep: Class 31 contains 46025 members 
Mstep: Class 32 contains 102511 members 
Mstep: Class 33 contains 363 members 
Mstep: Class 34 contains 3749 members 
Mstep: Class 35 contains 1150 members 
Mstep: Class 36 contains 28403 members 
Mstep: Class 37 contains 59356 members 
Mstep: Class 38 contains 409 members 
Mstep: Class 39 contains 1160 members 
Mstep: Class 40 contains 45722 members 
Mstep: Class 41 contains 29538 members 
Mstep: Class 42 contains 565 members 
Mstep: Class 43 contains 98163 members 
Mstep: Class 44 contains 94095 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 513 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194694880.000000 Penalty: 112004.171875
Iteration 149Q: 49 clusters Score -1.946949e+08 nChanged 15275
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 102809 members 
Mstep: Class 2 contains 45936 members 
Mstep: Class 3 contains 4520 members 
Mstep: Class 4 contains 11432 members 
Mstep: Class 5 contains 58856 members 
Mstep: Class 6 contains 41303 members 
Mstep: Class 7 contains 460 members 
Mstep: Class 8 contains 100630 members 
Mstep: Class 9 contains 196972 members 
Mstep: Class 10 contains 75135 members 
Mstep: Class 11 contains 5397 members 
Mstep: Class 12 contains 9579 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 760 members 
Mstep: Class 15 contains 2875 members 
Mstep: Class 16 contains 17293 members 
Mstep: Class 17 contains 15708 members 
Mstep: Class 18 contains 12804 members 
Mstep: Class 19 contains 113433 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 513 members 
Mstep: Class 22 contains 1554 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 5663 members 
Mstep: Class 25 contains 112979 members 
Mstep: Class 26 contains 210 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 101542 members 
Mstep: Class 29 contains 84775 members 
Mstep: Class 30 contains 81060 members 
Mstep: Class 31 contains 47026 members 
Mstep: Class 32 contains 104674 members 
Mstep: Class 33 contains 363 members 
Mstep: Class 34 contains 3752 members 
Mstep: Class 35 contains 1152 members 
Mstep: Class 36 contains 28487 members 
Mstep: Class 37 contains 61003 members 
Mstep: Class 38 contains 409 members 
Mstep: Class 39 contains 1160 members 
Mstep: Class 40 contains 44259 members 
Mstep: Class 41 contains 29478 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 98109 members 
Mstep: Class 44 contains 94261 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 513 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194694016.000000 Penalty: 112004.171875
Iteration 150Q: 49 clusters Score -1.94694e+08 nChanged 14003
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 102357 members 
Mstep: Class 2 contains 45836 members 
Mstep: Class 3 contains 4434 members 
Mstep: Class 4 contains 11426 members 
Mstep: Class 5 contains 58679 members 
Mstep: Class 6 contains 41388 members 
Mstep: Class 7 contains 460 members 
Mstep: Class 8 contains 100302 members 
Mstep: Class 9 contains 197021 members 
Mstep: Class 10 contains 73343 members 
Mstep: Class 11 contains 5594 members 
Mstep: Class 12 contains 9588 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 761 members 
Mstep: Class 15 contains 2763 members 
Mstep: Class 16 contains 17321 members 
Mstep: Class 17 contains 15705 members 
Mstep: Class 18 contains 12808 members 
Mstep: Class 19 contains 112600 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 513 members 
Mstep: Class 22 contains 1554 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 5288 members 
Mstep: Class 25 contains 113470 members 
Mstep: Class 26 contains 210 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 101936 members 
Mstep: Class 29 contains 84723 members 
Mstep: Class 30 contains 81007 members 
Mstep: Class 31 contains 48021 members 
Mstep: Class 32 contains 106260 members 
Mstep: Class 33 contains 363 members 
Mstep: Class 34 contains 3756 members 
Mstep: Class 35 contains 1153 members 
Mstep: Class 36 contains 28570 members 
Mstep: Class 37 contains 62675 members 
Mstep: Class 38 contains 409 members 
Mstep: Class 39 contains 1159 members 
Mstep: Class 40 contains 42814 members 
Mstep: Class 41 contains 29439 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 98028 members 
Mstep: Class 44 contains 94597 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 513 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194693504.000000 Penalty: 112004.171875
Iteration 151Q: 49 clusters Score -1.946935e+08 nChanged 12946
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 101916 members 
Mstep: Class 2 contains 45735 members 
Mstep: Class 3 contains 4365 members 
Mstep: Class 4 contains 11427 members 
Mstep: Class 5 contains 58586 members 
Mstep: Class 6 contains 41475 members 
Mstep: Class 7 contains 460 members 
Mstep: Class 8 contains 100110 members 
Mstep: Class 9 contains 197063 members 
Mstep: Class 10 contains 72029 members 
Mstep: Class 11 contains 5805 members 
Mstep: Class 12 contains 9597 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 761 members 
Mstep: Class 15 contains 2676 members 
Mstep: Class 16 contains 17355 members 
Mstep: Class 17 contains 15701 members 
Mstep: Class 18 contains 12809 members 
Mstep: Class 19 contains 111689 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 513 members 
Mstep: Class 22 contains 1554 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 4867 members 
Mstep: Class 25 contains 114110 members 
Mstep: Class 26 contains 210 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 102238 members 
Mstep: Class 29 contains 84730 members 
Mstep: Class 30 contains 80942 members 
Mstep: Class 31 contains 48985 members 
Mstep: Class 32 contains 107263 members 
Mstep: Class 33 contains 363 members 
Mstep: Class 34 contains 3761 members 
Mstep: Class 35 contains 1154 members 
Mstep: Class 36 contains 28659 members 
Mstep: Class 37 contains 64311 members 
Mstep: Class 38 contains 409 members 
Mstep: Class 39 contains 1159 members 
Mstep: Class 40 contains 41434 members 
Mstep: Class 41 contains 29396 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 97898 members 
Mstep: Class 44 contains 94816 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 513 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194692592.000000 Penalty: 112004.171875
Iteration 152Q: 49 clusters Score -1.946926e+08 nChanged 12493
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 101492 members 
Mstep: Class 2 contains 45631 members 
Mstep: Class 3 contains 4283 members 
Mstep: Class 4 contains 11427 members 
Mstep: Class 5 contains 58480 members 
Mstep: Class 6 contains 41569 members 
Mstep: Class 7 contains 460 members 
Mstep: Class 8 contains 99970 members 
Mstep: Class 9 contains 197105 members 
Mstep: Class 10 contains 71055 members 
Mstep: Class 11 contains 6020 members 
Mstep: Class 12 contains 9604 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 761 members 
Mstep: Class 15 contains 2580 members 
Mstep: Class 16 contains 17389 members 
Mstep: Class 17 contains 15700 members 
Mstep: Class 18 contains 12811 members 
Mstep: Class 19 contains 110726 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 513 members 
Mstep: Class 22 contains 1556 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 4447 members 
Mstep: Class 25 contains 114627 members 
Mstep: Class 26 contains 210 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 102539 members 
Mstep: Class 29 contains 84695 members 
Mstep: Class 30 contains 80885 members 
Mstep: Class 31 contains 49954 members 
Mstep: Class 32 contains 108181 members 
Mstep: Class 33 contains 363 members 
Mstep: Class 34 contains 3761 members 
Mstep: Class 35 contains 1155 members 
Mstep: Class 36 contains 28724 members 
Mstep: Class 37 contains 65895 members 
Mstep: Class 38 contains 409 members 
Mstep: Class 39 contains 1159 members 
Mstep: Class 40 contains 40098 members 
Mstep: Class 41 contains 29325 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 97751 members 
Mstep: Class 44 contains 95021 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 513 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194693648.000000 Penalty: 112004.171875
Iteration 153Q: 49 clusters Score -1.946936e+08 nChanged 12040
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 101084 members 
Mstep: Class 2 contains 45524 members 
Mstep: Class 3 contains 4223 members 
Mstep: Class 4 contains 11427 members 
Mstep: Class 5 contains 58445 members 
Mstep: Class 6 contains 41664 members 
Mstep: Class 7 contains 460 members 
Mstep: Class 8 contains 99806 members 
Mstep: Class 9 contains 197149 members 
Mstep: Class 10 contains 70174 members 
Mstep: Class 11 contains 6263 members 
Mstep: Class 12 contains 9607 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 761 members 
Mstep: Class 15 contains 2501 members 
Mstep: Class 16 contains 17421 members 
Mstep: Class 17 contains 15712 members 
Mstep: Class 18 contains 12817 members 
Mstep: Class 19 contains 109605 members 
Mstep: Class 20 contains 1099 members 
Mstep: Class 21 contains 513 members 
Mstep: Class 22 contains 1556 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 4008 members 
Mstep: Class 25 contains 115341 members 
Mstep: Class 26 contains 210 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 102905 members 
Mstep: Class 29 contains 84678 members 
Mstep: Class 30 contains 80818 members 
Mstep: Class 31 contains 50890 members 
Mstep: Class 32 contains 108867 members 
Mstep: Class 33 contains 363 members 
Mstep: Class 34 contains 3764 members 
Mstep: Class 35 contains 1155 members 
Mstep: Class 36 contains 28769 members 
Mstep: Class 37 contains 67370 members 
Mstep: Class 38 contains 409 members 
Mstep: Class 39 contains 1158 members 
Mstep: Class 40 contains 38838 members 
Mstep: Class 41 contains 29262 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 97644 members 
Mstep: Class 44 contains 95172 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 513 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194693488.000000 Penalty: 112004.171875
Iteration 154Q: 49 clusters Score -1.946935e+08 nChanged 11452
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 100680 members 
Mstep: Class 2 contains 45418 members 
Mstep: Class 3 contains 4156 members 
Mstep: Class 4 contains 11417 members 
Mstep: Class 5 contains 58504 members 
Mstep: Class 6 contains 41743 members 
Mstep: Class 7 contains 460 members 
Mstep: Class 8 contains 99555 members 
Mstep: Class 9 contains 197182 members 
Mstep: Class 10 contains 69385 members 
Mstep: Class 11 contains 6481 members 
Mstep: Class 12 contains 9617 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 761 members 
Mstep: Class 15 contains 2408 members 
Mstep: Class 16 contains 17435 members 
Mstep: Class 17 contains 15720 members 
Mstep: Class 18 contains 12825 members 
Mstep: Class 19 contains 108317 members 
Mstep: Class 20 contains 1099 members 
Mstep: Class 21 contains 513 members 
Mstep: Class 22 contains 1556 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 3576 members 
Mstep: Class 25 contains 116169 members 
Mstep: Class 26 contains 210 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 103275 members 
Mstep: Class 29 contains 84653 members 
Mstep: Class 30 contains 80783 members 
Mstep: Class 31 contains 51791 members 
Mstep: Class 32 contains 109467 members 
Mstep: Class 33 contains 364 members 
Mstep: Class 34 contains 3767 members 
Mstep: Class 35 contains 1156 members 
Mstep: Class 36 contains 28828 members 
Mstep: Class 37 contains 68622 members 
Mstep: Class 38 contains 409 members 
Mstep: Class 39 contains 1158 members 
Mstep: Class 40 contains 37727 members 
Mstep: Class 41 contains 29221 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 97496 members 
Mstep: Class 44 contains 95528 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 513 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194693968.000000 Penalty: 112004.171875
Iteration 155Q: 49 clusters Score -1.94694e+08 nChanged 11157
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 100279 members 
Mstep: Class 2 contains 45327 members 
Mstep: Class 3 contains 4101 members 
Mstep: Class 4 contains 11417 members 
Mstep: Class 5 contains 58576 members 
Mstep: Class 6 contains 41827 members 
Mstep: Class 7 contains 460 members 
Mstep: Class 8 contains 99302 members 
Mstep: Class 9 contains 197214 members 
Mstep: Class 10 contains 68705 members 
Mstep: Class 11 contains 6652 members 
Mstep: Class 12 contains 9614 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 761 members 
Mstep: Class 15 contains 2341 members 
Mstep: Class 16 contains 17466 members 
Mstep: Class 17 contains 15717 members 
Mstep: Class 18 contains 12830 members 
Mstep: Class 19 contains 106859 members 
Mstep: Class 20 contains 1099 members 
Mstep: Class 21 contains 513 members 
Mstep: Class 22 contains 1557 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 3210 members 
Mstep: Class 25 contains 117035 members 
Mstep: Class 26 contains 210 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 103829 members 
Mstep: Class 29 contains 84612 members 
Mstep: Class 30 contains 80747 members 
Mstep: Class 31 contains 52642 members 
Mstep: Class 32 contains 110028 members 
Mstep: Class 33 contains 364 members 
Mstep: Class 34 contains 3768 members 
Mstep: Class 35 contains 1156 members 
Mstep: Class 36 contains 28876 members 
Mstep: Class 37 contains 69732 members 
Mstep: Class 38 contains 409 members 
Mstep: Class 39 contains 1158 members 
Mstep: Class 40 contains 36710 members 
Mstep: Class 41 contains 29182 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 97294 members 
Mstep: Class 44 contains 95852 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 513 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194694224.000000 Penalty: 112004.171875
Iteration 156Q: 49 clusters Score -1.946942e+08 nChanged 10656
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 99854 members 
Mstep: Class 2 contains 45299 members 
Mstep: Class 3 contains 4052 members 
Mstep: Class 4 contains 11420 members 
Mstep: Class 5 contains 58746 members 
Mstep: Class 6 contains 41926 members 
Mstep: Class 7 contains 460 members 
Mstep: Class 8 contains 98968 members 
Mstep: Class 9 contains 197242 members 
Mstep: Class 10 contains 68020 members 
Mstep: Class 11 contains 6792 members 
Mstep: Class 12 contains 9626 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 761 members 
Mstep: Class 15 contains 2294 members 
Mstep: Class 16 contains 17490 members 
Mstep: Class 17 contains 15713 members 
Mstep: Class 18 contains 12832 members 
Mstep: Class 19 contains 105496 members 
Mstep: Class 20 contains 1099 members 
Mstep: Class 21 contains 513 members 
Mstep: Class 22 contains 1558 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 2868 members 
Mstep: Class 25 contains 117992 members 
Mstep: Class 26 contains 210 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 104379 members 
Mstep: Class 29 contains 84577 members 
Mstep: Class 30 contains 80687 members 
Mstep: Class 31 contains 53448 members 
Mstep: Class 32 contains 110406 members 
Mstep: Class 33 contains 364 members 
Mstep: Class 34 contains 3771 members 
Mstep: Class 35 contains 1156 members 
Mstep: Class 36 contains 28937 members 
Mstep: Class 37 contains 70628 members 
Mstep: Class 38 contains 409 members 
Mstep: Class 39 contains 1158 members 
Mstep: Class 40 contains 35690 members 
Mstep: Class 41 contains 29138 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 97038 members 
Mstep: Class 44 contains 96414 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 513 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194694352.000000 Penalty: 112004.171875
Iteration 157Q: 49 clusters Score -1.946944e+08 nChanged 10678
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 99468 members 
Mstep: Class 2 contains 45275 members 
Mstep: Class 3 contains 4014 members 
Mstep: Class 4 contains 11421 members 
Mstep: Class 5 contains 58959 members 
Mstep: Class 6 contains 42006 members 
Mstep: Class 7 contains 460 members 
Mstep: Class 8 contains 98448 members 
Mstep: Class 9 contains 197279 members 
Mstep: Class 10 contains 67171 members 
Mstep: Class 11 contains 6913 members 
Mstep: Class 12 contains 9634 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 762 members 
Mstep: Class 15 contains 2250 members 
Mstep: Class 16 contains 17523 members 
Mstep: Class 17 contains 15718 members 
Mstep: Class 18 contains 12834 members 
Mstep: Class 19 contains 104054 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 513 members 
Mstep: Class 22 contains 1556 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 2557 members 
Mstep: Class 25 contains 119006 members 
Mstep: Class 26 contains 210 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 105011 members 
Mstep: Class 29 contains 84541 members 
Mstep: Class 30 contains 80623 members 
Mstep: Class 31 contains 54204 members 
Mstep: Class 32 contains 110720 members 
Mstep: Class 33 contains 364 members 
Mstep: Class 34 contains 3769 members 
Mstep: Class 35 contains 1156 members 
Mstep: Class 36 contains 28994 members 
Mstep: Class 37 contains 71447 members 
Mstep: Class 38 contains 409 members 
Mstep: Class 39 contains 1158 members 
Mstep: Class 40 contains 34714 members 
Mstep: Class 41 contains 29101 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 96807 members 
Mstep: Class 44 contains 97282 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 513 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194694624.000000 Penalty: 112004.171875
Iteration 158Q: 49 clusters Score -1.946946e+08 nChanged 10474
Entering ConstructFrom: 
Score: -194694624.000000 Penalty: 112004.171875
Entering ConstructFrom: 
Trying to split cluster 1 (99116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99116 members 
Entering Unmasked Estep 
Score: -11229304.000000 Penalty: 1869.407593
	Iteration 0F: 2 clusters Score -1.12293e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49650 members 
Mstep: Class 2 contains 49466 members 
Entering Unmasked Estep 
Score: -11163275.000000 Penalty: 3738.815186
	Iteration 0F: 3 clusters Score -1.116328e+07 nChanged 47136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50808 members 
Mstep: Class 2 contains 48308 members 
Entering Unmasked Estep 
Score: -11190350.000000 Penalty: 3738.815186
	Iteration 1F: 3 clusters Score -1.119035e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51475 members 
Mstep: Class 2 contains 47641 members 
Entering Unmasked Estep 
Score: -11191255.000000 Penalty: 3738.815186
	Iteration 2Q: 3 clusters Score -1.119126e+07 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52491 members 
Mstep: Class 2 contains 46625 members 
Entering Unmasked Estep 
Score: -11192626.000000 Penalty: 3738.815186
	Iteration 3Q: 3 clusters Score -1.119263e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53979 members 
Mstep: Class 2 contains 45137 members 
Entering Unmasked Estep 
Score: -11194629.000000 Penalty: 3738.815186
	Iteration 4Q: 3 clusters Score -1.119463e+07 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56039 members 
Mstep: Class 2 contains 43077 members 
Entering Unmasked Estep 
Score: -11197382.000000 Penalty: 3738.815186
	Iteration 5F: 3 clusters Score -1.119738e+07 nChanged 5771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58666 members 
Mstep: Class 2 contains 40450 members 
Entering Unmasked Estep 
Score: -11200825.000000 Penalty: 3738.815186
	Iteration 6F: 3 clusters Score -1.120082e+07 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61587 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
Score: -11203930.000000 Penalty: 3738.815186
	Iteration 7F: 3 clusters Score -1.120393e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64430 members 
Mstep: Class 2 contains 34686 members 
Entering Unmasked Estep 
Score: -11206489.000000 Penalty: 3738.815186
	Iteration 8F: 3 clusters Score -1.120649e+07 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67147 members 
Mstep: Class 2 contains 31969 members 
Entering Unmasked Estep 
Score: -11208667.000000 Penalty: 3738.815186
	Iteration 9Q: 3 clusters Score -1.120867e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69729 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -11210500.000000 Penalty: 3738.815186
	Iteration 10Q: 3 clusters Score -1.12105e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72401 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -11212353.000000 Penalty: 3738.815186
	Iteration 11Q: 3 clusters Score -1.121235e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75211 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -11214395.000000 Penalty: 3738.815186
	Iteration 12Q: 3 clusters Score -1.12144e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78159 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -11216547.000000 Penalty: 3738.815186
	Iteration 13Q: 3 clusters Score -1.121655e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81095 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -11218553.000000 Penalty: 3738.815186
	Iteration 14Q: 3 clusters Score -1.121855e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83871 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -11220444.000000 Penalty: 3738.815186
	Iteration 15Q: 3 clusters Score -1.122044e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86398 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -11222180.000000 Penalty: 3738.815186
	Iteration 16Q: 3 clusters Score -1.122218e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88570 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -11223634.000000 Penalty: 3738.815186
	Iteration 17Q: 3 clusters Score -1.122363e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90461 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -11224930.000000 Penalty: 3738.815186
	Iteration 18Q: 3 clusters Score -1.122493e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91958 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -11225897.000000 Penalty: 3738.815186
	Iteration 19Q: 3 clusters Score -1.12259e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93122 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -11226624.000000 Penalty: 3738.815186
	Iteration 20F: 3 clusters Score -1.122662e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94037 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -11227126.000000 Penalty: 3738.815186
	Iteration 21Q: 3 clusters Score -1.122713e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94737 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -11227565.000000 Penalty: 3738.815186
	Iteration 22Q: 3 clusters Score -1.122756e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95230 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -11227864.000000 Penalty: 3738.815186
	Iteration 23Q: 3 clusters Score -1.122786e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95638 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -11228029.000000 Penalty: 3738.815186
	Iteration 24Q: 3 clusters Score -1.122803e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95958 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -11228218.000000 Penalty: 3738.815186
	Iteration 25Q: 3 clusters Score -1.122822e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96194 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -11228307.000000 Penalty: 3738.815186
	Iteration 26Q: 3 clusters Score -1.122831e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96375 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -11228357.000000 Penalty: 3738.815186
	Iteration 27Q: 3 clusters Score -1.122836e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96520 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -11228379.000000 Penalty: 3738.815186
	Iteration 28Q: 3 clusters Score -1.122838e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96631 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -11228403.000000 Penalty: 3738.815186
	Iteration 29Q: 3 clusters Score -1.12284e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96724 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -11228427.000000 Penalty: 3738.815186
	Iteration 30Q: 3 clusters Score -1.122843e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96801 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -11228452.000000 Penalty: 3738.815186
	Iteration 31Q: 3 clusters Score -1.122845e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96856 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -11228454.000000 Penalty: 3738.815186
	Iteration 32Q: 3 clusters Score -1.122845e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96909 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -11228441.000000 Penalty: 3738.815186
	Iteration 33Q: 3 clusters Score -1.122844e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96956 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -11228449.000000 Penalty: 3738.815186
	Iteration 34Q: 3 clusters Score -1.122845e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97007 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -11228438.000000 Penalty: 3738.815186
	Iteration 35Q: 3 clusters Score -1.122844e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97047 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -11228457.000000 Penalty: 3738.815186
	Iteration 36Q: 3 clusters Score -1.122846e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97080 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -11228464.000000 Penalty: 3738.815186
	Iteration 37Q: 3 clusters Score -1.122846e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97108 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -11228455.000000 Penalty: 3738.815186
	Iteration 38Q: 3 clusters Score -1.122846e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97131 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -11228467.000000 Penalty: 3738.815186
	Iteration 39Q: 3 clusters Score -1.122847e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97159 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -11228461.000000 Penalty: 3738.815186
	Iteration 40F: 3 clusters Score -1.122846e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97179 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -11228468.000000 Penalty: 3738.815186
	Iteration 41Q: 3 clusters Score -1.122847e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97200 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -11228481.000000 Penalty: 3738.815186
	Iteration 42Q: 3 clusters Score -1.122848e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97215 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -11228465.000000 Penalty: 3738.815186
	Iteration 43Q: 3 clusters Score -1.122846e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97229 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -11228484.000000 Penalty: 3738.815186
	Iteration 44Q: 3 clusters Score -1.122848e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97244 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -11228501.000000 Penalty: 3738.815186
	Iteration 45Q: 3 clusters Score -1.12285e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97253 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -11228499.000000 Penalty: 3738.815186
	Iteration 46Q: 3 clusters Score -1.12285e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97266 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -11228501.000000 Penalty: 3738.815186
	Iteration 47Q: 3 clusters Score -1.12285e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97271 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -11228493.000000 Penalty: 3738.815186
	Iteration 48Q: 3 clusters Score -1.122849e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97277 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -11228500.000000 Penalty: 3738.815186
	Iteration 49Q: 3 clusters Score -1.12285e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97281 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -11228505.000000 Penalty: 3738.815186
	Iteration 50Q: 3 clusters Score -1.12285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97284 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -11228503.000000 Penalty: 3738.815186
	Iteration 51Q: 3 clusters Score -1.12285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97285 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -11228504.000000 Penalty: 3738.815186
	Iteration 52Q: 3 clusters Score -1.12285e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97288 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -11228506.000000 Penalty: 3738.815186
	Iteration 53Q: 3 clusters Score -1.122851e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97286 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -11228495.000000 Penalty: 3738.815186
	Iteration 54Q: 3 clusters Score -1.12285e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97286 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -11228495.000000 Penalty: 3738.815186
	Iteration 55Q: 3 clusters Score -1.12285e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97286 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -11228495.000000 Penalty: 3738.815186
	Iteration 56F: 3 clusters Score -1.12285e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (45263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45263 members 
Entering Unmasked Estep 
Score: -4967517.000000 Penalty: 1742.039917
	Iteration 0F: 2 clusters Score -4967517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -4937407.500000 Penalty: 3484.079834
	Iteration 0F: 3 clusters Score -4937408 nChanged 21106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -4949568.500000 Penalty: 3484.079834
	Iteration 1F: 3 clusters Score -4949568 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -4950469.500000 Penalty: 3484.079834
	Iteration 2Q: 3 clusters Score -4950470 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -4951662.000000 Penalty: 3484.079834
	Iteration 3F: 3 clusters Score -4951662 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -4953038.000000 Penalty: 3484.079834
	Iteration 4F: 3 clusters Score -4953038 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28879 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -4954843.500000 Penalty: 3484.079834
	Iteration 5F: 3 clusters Score -4954844 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30559 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -4956841.000000 Penalty: 3484.079834
	Iteration 6F: 3 clusters Score -4956841 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32043 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -4958802.000000 Penalty: 3484.079834
	Iteration 7F: 3 clusters Score -4958802 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -4960177.000000 Penalty: 3484.079834
	Iteration 8Q: 3 clusters Score -4960177 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -4961006.000000 Penalty: 3484.079834
	Iteration 9Q: 3 clusters Score -4961006 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34955 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -4961493.500000 Penalty: 3484.079834
	Iteration 10Q: 3 clusters Score -4961494 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35745 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -4961841.000000 Penalty: 3484.079834
	Iteration 11Q: 3 clusters Score -4961841 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36479 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -4962186.000000 Penalty: 3484.079834
	Iteration 12Q: 3 clusters Score -4962186 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37206 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -4962472.500000 Penalty: 3484.079834
	Iteration 13Q: 3 clusters Score -4962472 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -4962790.000000 Penalty: 3484.079834
	Iteration 14Q: 3 clusters Score -4962790 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38627 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -4963066.000000 Penalty: 3484.079834
	Iteration 15Q: 3 clusters Score -4963066 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39287 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -4963366.000000 Penalty: 3484.079834
	Iteration 16Q: 3 clusters Score -4963366 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39918 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -4963674.000000 Penalty: 3484.079834
	Iteration 17Q: 3 clusters Score -4963674 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -4963941.000000 Penalty: 3484.079834
	Iteration 18Q: 3 clusters Score -4963941 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41095 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -4964197.000000 Penalty: 3484.079834
	Iteration 19Q: 3 clusters Score -4964197 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41637 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -4964477.000000 Penalty: 3484.079834
	Iteration 20F: 3 clusters Score -4964477 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42113 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -4964729.000000 Penalty: 3484.079834
	Iteration 21Q: 3 clusters Score -4964729 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42534 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -4964986.500000 Penalty: 3484.079834
	Iteration 22Q: 3 clusters Score -4964986 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42932 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -4965212.500000 Penalty: 3484.079834
	Iteration 23Q: 3 clusters Score -4965212 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43272 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -4965411.000000 Penalty: 3484.079834
	Iteration 24Q: 3 clusters Score -4965411 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43557 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -4965547.000000 Penalty: 3484.079834
	Iteration 25Q: 3 clusters Score -4965547 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43745 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -4965633.000000 Penalty: 3484.079834
	Iteration 26Q: 3 clusters Score -4965633 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43890 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -4965706.500000 Penalty: 3484.079834
	Iteration 27Q: 3 clusters Score -4965706 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44007 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -4965762.000000 Penalty: 3484.079834
	Iteration 28Q: 3 clusters Score -4965762 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44095 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -4965800.000000 Penalty: 3484.079834
	Iteration 29Q: 3 clusters Score -4965800 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44167 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -4965827.000000 Penalty: 3484.079834
	Iteration 30Q: 3 clusters Score -4965827 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44235 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -4965867.000000 Penalty: 3484.079834
	Iteration 31Q: 3 clusters Score -4965867 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44287 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -4965884.000000 Penalty: 3484.079834
	Iteration 32Q: 3 clusters Score -4965884 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44332 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -4965908.000000 Penalty: 3484.079834
	Iteration 33Q: 3 clusters Score -4965908 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44376 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -4965928.500000 Penalty: 3484.079834
	Iteration 34Q: 3 clusters Score -4965928 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44410 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4965943.500000 Penalty: 3484.079834
	Iteration 35Q: 3 clusters Score -4965944 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44445 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -4965953.000000 Penalty: 3484.079834
	Iteration 36Q: 3 clusters Score -4965953 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44473 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4965972.000000 Penalty: 3484.079834
	Iteration 37Q: 3 clusters Score -4965972 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44510 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4965986.500000 Penalty: 3484.079834
	Iteration 38Q: 3 clusters Score -4965986 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44539 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -4965995.500000 Penalty: 3484.079834
	Iteration 39Q: 3 clusters Score -4965996 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44561 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -4966012.500000 Penalty: 3484.079834
	Iteration 40F: 3 clusters Score -4966012 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44584 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4966023.000000 Penalty: 3484.079834
	Iteration 41Q: 3 clusters Score -4966023 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44595 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4966026.000000 Penalty: 3484.079834
	Iteration 42Q: 3 clusters Score -4966026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44605 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4966040.000000 Penalty: 3484.079834
	Iteration 43Q: 3 clusters Score -4966040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44616 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4966051.500000 Penalty: 3484.079834
	Iteration 44Q: 3 clusters Score -4966052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44622 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4966053.500000 Penalty: 3484.079834
	Iteration 45Q: 3 clusters Score -4966054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44628 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4966067.000000 Penalty: 3484.079834
	Iteration 46Q: 3 clusters Score -4966067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44637 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4966067.500000 Penalty: 3484.079834
	Iteration 47Q: 3 clusters Score -4966068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44642 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -4966081.000000 Penalty: 3484.079834
	Iteration 48Q: 3 clusters Score -4966081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44648 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4966080.500000 Penalty: 3484.079834
	Iteration 49Q: 3 clusters Score -4966080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44653 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4966079.500000 Penalty: 3484.079834
	Iteration 50Q: 3 clusters Score -4966080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44652 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -4966085.500000 Penalty: 3484.079834
	Iteration 51Q: 3 clusters Score -4966086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44652 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -4966085.500000 Penalty: 3484.079834
	Iteration 52F: 3 clusters Score -4966086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Entering Unmasked Estep 
Score: -472206.593750 Penalty: 1346.600708
	Iteration 0F: 2 clusters Score -472206.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -468833.500000 Penalty: 2693.201416
	Iteration 0F: 3 clusters Score -468833.5 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -469646.312500 Penalty: 2693.201416
	Iteration 1F: 3 clusters Score -469646.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -469855.375000 Penalty: 2693.201416
	Iteration 2F: 3 clusters Score -469855.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -469996.187500 Penalty: 2693.201416
	Iteration 3F: 3 clusters Score -469996.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -470087.906250 Penalty: 2693.201416
	Iteration 4Q: 3 clusters Score -470087.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -470149.843750 Penalty: 2693.201416
	Iteration 5Q: 3 clusters Score -470149.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -470210.906250 Penalty: 2693.201416
	Iteration 6Q: 3 clusters Score -470210.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -470274.281250 Penalty: 2693.201416
	Iteration 7Q: 3 clusters Score -470274.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -470348.593750 Penalty: 2693.201416
	Iteration 8Q: 3 clusters Score -470348.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -470416.906250 Penalty: 2693.201416
	Iteration 9Q: 3 clusters Score -470416.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -470496.062500 Penalty: 2693.201416
	Iteration 10Q: 3 clusters Score -470496.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -470571.718750 Penalty: 2693.201416
	Iteration 11Q: 3 clusters Score -470571.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -470649.968750 Penalty: 2693.201416
	Iteration 12Q: 3 clusters Score -470650 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -470742.375000 Penalty: 2693.201416
	Iteration 13Q: 3 clusters Score -470742.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -470813.312500 Penalty: 2693.201416
	Iteration 14Q: 3 clusters Score -470813.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -470866.843750 Penalty: 2693.201416
	Iteration 15Q: 3 clusters Score -470866.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -470911.812500 Penalty: 2693.201416
	Iteration 16Q: 3 clusters Score -470911.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -470944.187500 Penalty: 2693.201416
	Iteration 17Q: 3 clusters Score -470944.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -470956.375000 Penalty: 2693.201416
	Iteration 18Q: 3 clusters Score -470956.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -470961.468750 Penalty: 2693.201416
	Iteration 19Q: 3 clusters Score -470961.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -470966.968750 Penalty: 2693.201416
	Iteration 20F: 3 clusters Score -470967 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -470971.687500 Penalty: 2693.201416
	Iteration 21Q: 3 clusters Score -470971.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -470973.968750 Penalty: 2693.201416
	Iteration 22Q: 3 clusters Score -470974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -470976.968750 Penalty: 2693.201416
	Iteration 23Q: 3 clusters Score -470977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -470981.468750 Penalty: 2693.201416
	Iteration 24Q: 3 clusters Score -470981.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -470983.906250 Penalty: 2693.201416
	Iteration 25Q: 3 clusters Score -470983.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -470986.812500 Penalty: 2693.201416
	Iteration 26Q: 3 clusters Score -470986.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -470986.562500 Penalty: 2693.201416
	Iteration 27Q: 3 clusters Score -470986.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -470986.500000 Penalty: 2693.201416
	Iteration 28Q: 3 clusters Score -470986.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -470986.531250 Penalty: 2693.201416
	Iteration 29Q: 3 clusters Score -470986.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -470987.375000 Penalty: 2693.201416
	Iteration 30Q: 3 clusters Score -470987.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -470987.375000 Penalty: 2693.201416
	Iteration 31F: 3 clusters Score -470987.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Entering Unmasked Estep 
Score: -1194859.750000 Penalty: 1518.228760
	Iteration 0F: 2 clusters Score -1194860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1186831.875000 Penalty: 3036.457520
	Iteration 0F: 3 clusters Score -1186832 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1189753.500000 Penalty: 3036.457520
	Iteration 1F: 3 clusters Score -1189754 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1190239.500000 Penalty: 3036.457520
	Iteration 2F: 3 clusters Score -1190240 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1190694.500000 Penalty: 3036.457520
	Iteration 3F: 3 clusters Score -1190694 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1191072.875000 Penalty: 3036.457520
	Iteration 4F: 3 clusters Score -1191073 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1191366.625000 Penalty: 3036.457520
	Iteration 5F: 3 clusters Score -1191367 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1191616.000000 Penalty: 3036.457520
	Iteration 6Q: 3 clusters Score -1191616 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1191823.625000 Penalty: 3036.457520
	Iteration 7Q: 3 clusters Score -1191824 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1192018.250000 Penalty: 3036.457520
	Iteration 8Q: 3 clusters Score -1192018 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1192199.250000 Penalty: 3036.457520
	Iteration 9Q: 3 clusters Score -1192199 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1192357.125000 Penalty: 3036.457520
	Iteration 10Q: 3 clusters Score -1192357 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1192514.875000 Penalty: 3036.457520
	Iteration 11Q: 3 clusters Score -1192515 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1192660.500000 Penalty: 3036.457520
	Iteration 12Q: 3 clusters Score -1192660 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1192823.250000 Penalty: 3036.457520
	Iteration 13Q: 3 clusters Score -1192823 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1192962.250000 Penalty: 3036.457520
	Iteration 14Q: 3 clusters Score -1192962 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1193100.875000 Penalty: 3036.457520
	Iteration 15Q: 3 clusters Score -1193101 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1193219.125000 Penalty: 3036.457520
	Iteration 16Q: 3 clusters Score -1193219 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1193320.500000 Penalty: 3036.457520
	Iteration 17Q: 3 clusters Score -1193320 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1193402.750000 Penalty: 3036.457520
	Iteration 18Q: 3 clusters Score -1193403 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1193470.125000 Penalty: 3036.457520
	Iteration 19Q: 3 clusters Score -1193470 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1193537.625000 Penalty: 3036.457520
	Iteration 20F: 3 clusters Score -1193538 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1193573.500000 Penalty: 3036.457520
	Iteration 21Q: 3 clusters Score -1193574 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1193606.625000 Penalty: 3036.457520
	Iteration 22Q: 3 clusters Score -1193607 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1193633.625000 Penalty: 3036.457520
	Iteration 23Q: 3 clusters Score -1193634 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1193655.625000 Penalty: 3036.457520
	Iteration 24Q: 3 clusters Score -1193656 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1193668.250000 Penalty: 3036.457520
	Iteration 25Q: 3 clusters Score -1193668 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1193675.500000 Penalty: 3036.457520
	Iteration 26Q: 3 clusters Score -1193676 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1193681.750000 Penalty: 3036.457520
	Iteration 27Q: 3 clusters Score -1193682 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1193693.500000 Penalty: 3036.457520
	Iteration 28Q: 3 clusters Score -1193694 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1193704.625000 Penalty: 3036.457520
	Iteration 29Q: 3 clusters Score -1193705 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1193716.500000 Penalty: 3036.457520
	Iteration 30Q: 3 clusters Score -1193716 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1193731.625000 Penalty: 3036.457520
	Iteration 31Q: 3 clusters Score -1193732 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1193739.250000 Penalty: 3036.457520
	Iteration 32Q: 3 clusters Score -1193739 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1193749.125000 Penalty: 3036.457520
	Iteration 33Q: 3 clusters Score -1193749 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1193752.250000 Penalty: 3036.457520
	Iteration 34Q: 3 clusters Score -1193752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1193756.000000 Penalty: 3036.457520
	Iteration 35Q: 3 clusters Score -1193756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1193760.375000 Penalty: 3036.457520
	Iteration 36Q: 3 clusters Score -1193760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1193766.125000 Penalty: 3036.457520
	Iteration 37Q: 3 clusters Score -1193766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1193770.750000 Penalty: 3036.457520
	Iteration 38Q: 3 clusters Score -1193771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1193773.000000 Penalty: 3036.457520
	Iteration 39Q: 3 clusters Score -1193773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1193773.750000 Penalty: 3036.457520
	Iteration 40F: 3 clusters Score -1193774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1193773.875000 Penalty: 3036.457520
	Iteration 41Q: 3 clusters Score -1193774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1193776.000000 Penalty: 3036.457520
	Iteration 42Q: 3 clusters Score -1193776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1193776.250000 Penalty: 3036.457520
	Iteration 43Q: 3 clusters Score -1193776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1193774.500000 Penalty: 3036.457520
	Iteration 44Q: 3 clusters Score -1193774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1193774.500000 Penalty: 3036.457520
	Iteration 45Q: 3 clusters Score -1193774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1193774.625000 Penalty: 3036.457520
	Iteration 46Q: 3 clusters Score -1193775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1193777.750000 Penalty: 3036.457520
	Iteration 47Q: 3 clusters Score -1193778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1193779.250000 Penalty: 3036.457520
	Iteration 48Q: 3 clusters Score -1193779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1193780.500000 Penalty: 3036.457520
	Iteration 49Q: 3 clusters Score -1193780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1193779.125000 Penalty: 3036.457520
	Iteration 50Q: 3 clusters Score -1193779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1193779.750000 Penalty: 3036.457520
	Iteration 51Q: 3 clusters Score -1193780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1193782.375000 Penalty: 3036.457520
	Iteration 52Q: 3 clusters Score -1193782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1193780.250000 Penalty: 3036.457520
	Iteration 53Q: 3 clusters Score -1193780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1193780.250000 Penalty: 3036.457520
	Iteration 54F: 3 clusters Score -1193780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (59256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59256 members 
Entering Unmasked Estep 
Score: -7040847.500000 Penalty: 1785.813599
	Iteration 0F: 2 clusters Score -7040848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -7001413.500000 Penalty: 3571.627197
	Iteration 0F: 3 clusters Score -7001414 nChanged 27939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 32685 members 
Entering Unmasked Estep 
Score: -7017301.000000 Penalty: 3571.627197
	Iteration 1F: 3 clusters Score -7017301 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 34707 members 
Entering Unmasked Estep 
Score: -7018250.000000 Penalty: 3571.627197
	Iteration 2Q: 3 clusters Score -7018250 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 37783 members 
Entering Unmasked Estep 
Score: -7020144.000000 Penalty: 3571.627197
	Iteration 3F: 3 clusters Score -7020144 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 42000 members 
Entering Unmasked Estep 
Score: -7023346.000000 Penalty: 3571.627197
	Iteration 4F: 3 clusters Score -7023346 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 47253 members 
Entering Unmasked Estep 
Score: -7028267.000000 Penalty: 3571.627197
	Iteration 5F: 3 clusters Score -7028267 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 52063 members 
Entering Unmasked Estep 
Score: -7033246.500000 Penalty: 3571.627197
	Iteration 6F: 3 clusters Score -7033246 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 55113 members 
Entering Unmasked Estep 
Score: -7036358.000000 Penalty: 3571.627197
	Iteration 7F: 3 clusters Score -7036358 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 56562 members 
Entering Unmasked Estep 
Score: -7037817.500000 Penalty: 3571.627197
	Iteration 8Q: 3 clusters Score -7037818 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 57246 members 
Entering Unmasked Estep 
Score: -7038542.000000 Penalty: 3571.627197
	Iteration 9Q: 3 clusters Score -7038542 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 57575 members 
Entering Unmasked Estep 
Score: -7038917.000000 Penalty: 3571.627197
	Iteration 10Q: 3 clusters Score -7038917 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 57761 members 
Entering Unmasked Estep 
Score: -7039104.500000 Penalty: 3571.627197
	Iteration 11Q: 3 clusters Score -7039104 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 57882 members 
Entering Unmasked Estep 
Score: -7039197.000000 Penalty: 3571.627197
	Iteration 12Q: 3 clusters Score -7039197 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 57976 members 
Entering Unmasked Estep 
Score: -7039252.500000 Penalty: 3571.627197
	Iteration 13Q: 3 clusters Score -7039252 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 58054 members 
Entering Unmasked Estep 
Score: -7039282.500000 Penalty: 3571.627197
	Iteration 14Q: 3 clusters Score -7039282 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 58105 members 
Entering Unmasked Estep 
Score: -7039308.000000 Penalty: 3571.627197
	Iteration 15Q: 3 clusters Score -7039308 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 58142 members 
Entering Unmasked Estep 
Score: -7039324.000000 Penalty: 3571.627197
	Iteration 16Q: 3 clusters Score -7039324 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 58166 members 
Entering Unmasked Estep 
Score: -7039352.000000 Penalty: 3571.627197
	Iteration 17Q: 3 clusters Score -7039352 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 58183 members 
Entering Unmasked Estep 
Score: -7039361.500000 Penalty: 3571.627197
	Iteration 18Q: 3 clusters Score -7039362 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 58187 members 
Entering Unmasked Estep 
Score: -7039374.500000 Penalty: 3571.627197
	Iteration 19Q: 3 clusters Score -7039374 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 58198 members 
Entering Unmasked Estep 
Score: -7039385.000000 Penalty: 3571.627197
	Iteration 20F: 3 clusters Score -7039385 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 58214 members 
Entering Unmasked Estep 
Score: -7039399.000000 Penalty: 3571.627197
	Iteration 21Q: 3 clusters Score -7039399 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 58232 members 
Entering Unmasked Estep 
Score: -7039403.500000 Penalty: 3571.627197
	Iteration 22Q: 3 clusters Score -7039404 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 58242 members 
Entering Unmasked Estep 
Score: -7039408.500000 Penalty: 3571.627197
	Iteration 23Q: 3 clusters Score -7039408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 58245 members 
Entering Unmasked Estep 
Score: -7039420.000000 Penalty: 3571.627197
	Iteration 24Q: 3 clusters Score -7039420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 58248 members 
Entering Unmasked Estep 
Score: -7039421.000000 Penalty: 3571.627197
	Iteration 25Q: 3 clusters Score -7039421 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 58262 members 
Entering Unmasked Estep 
Score: -7039428.500000 Penalty: 3571.627197
	Iteration 26Q: 3 clusters Score -7039428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 58271 members 
Entering Unmasked Estep 
Score: -7039436.500000 Penalty: 3571.627197
	Iteration 27Q: 3 clusters Score -7039436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 58280 members 
Entering Unmasked Estep 
Score: -7039432.500000 Penalty: 3571.627197
	Iteration 28Q: 3 clusters Score -7039432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 58286 members 
Entering Unmasked Estep 
Score: -7039441.000000 Penalty: 3571.627197
	Iteration 29Q: 3 clusters Score -7039441 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 58295 members 
Entering Unmasked Estep 
Score: -7039435.500000 Penalty: 3571.627197
	Iteration 30Q: 3 clusters Score -7039436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 58297 members 
Entering Unmasked Estep 
Score: -7039437.000000 Penalty: 3571.627197
	Iteration 31Q: 3 clusters Score -7039437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 58300 members 
Entering Unmasked Estep 
Score: -7039442.000000 Penalty: 3571.627197
	Iteration 32Q: 3 clusters Score -7039442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 58301 members 
Entering Unmasked Estep 
Score: -7039442.500000 Penalty: 3571.627197
	Iteration 33Q: 3 clusters Score -7039442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 58304 members 
Entering Unmasked Estep 
Score: -7039443.500000 Penalty: 3571.627197
	Iteration 34Q: 3 clusters Score -7039444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 58307 members 
Entering Unmasked Estep 
Score: -7039446.000000 Penalty: 3571.627197
	Iteration 35Q: 3 clusters Score -7039446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 58306 members 
Entering Unmasked Estep 
Score: -7039450.000000 Penalty: 3571.627197
	Iteration 36Q: 3 clusters Score -7039450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 58307 members 
Entering Unmasked Estep 
Score: -7039455.000000 Penalty: 3571.627197
	Iteration 37Q: 3 clusters Score -7039455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 58306 members 
Entering Unmasked Estep 
Score: -7039456.000000 Penalty: 3571.627197
	Iteration 38Q: 3 clusters Score -7039456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 58308 members 
Entering Unmasked Estep 
Score: -7039454.500000 Penalty: 3571.627197
	Iteration 39Q: 3 clusters Score -7039454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 58310 members 
Entering Unmasked Estep 
Score: -7039451.000000 Penalty: 3571.627197
	Iteration 40F: 3 clusters Score -7039451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 58311 members 
Entering Unmasked Estep 
Score: -7039454.000000 Penalty: 3571.627197
	Iteration 41Q: 3 clusters Score -7039454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 58313 members 
Entering Unmasked Estep 
Score: -7039465.000000 Penalty: 3571.627197
	Iteration 42Q: 3 clusters Score -7039465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 58313 members 
Entering Unmasked Estep 
Score: -7039466.000000 Penalty: 3571.627197
	Iteration 43Q: 3 clusters Score -7039466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 58313 members 
Entering Unmasked Estep 
Score: -7039474.000000 Penalty: 3571.627197
	Iteration 44Q: 3 clusters Score -7039474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 58315 members 
Entering Unmasked Estep 
Score: -7039478.000000 Penalty: 3571.627197
	Iteration 45Q: 3 clusters Score -7039478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 58318 members 
Entering Unmasked Estep 
Score: -7039481.500000 Penalty: 3571.627197
	Iteration 46Q: 3 clusters Score -7039482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 58320 members 
Entering Unmasked Estep 
Score: -7039484.500000 Penalty: 3571.627197
	Iteration 47Q: 3 clusters Score -7039484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 58323 members 
Entering Unmasked Estep 
Score: -7039484.000000 Penalty: 3571.627197
	Iteration 48Q: 3 clusters Score -7039484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 58323 members 
Entering Unmasked Estep 
Score: -7039484.000000 Penalty: 3571.627197
	Iteration 49F: 3 clusters Score -7039484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (42075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42075 members 
Entering Unmasked Estep 
Score: -4809062.500000 Penalty: 1730.171509
	Iteration 0F: 2 clusters Score -4809062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -4780723.500000 Penalty: 3460.343018
	Iteration 0F: 3 clusters Score -4780724 nChanged 19743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -4792024.000000 Penalty: 3460.343018
	Iteration 1F: 3 clusters Score -4792024 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -4792787.500000 Penalty: 3460.343018
	Iteration 2Q: 3 clusters Score -4792788 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -4793810.000000 Penalty: 3460.343018
	Iteration 3F: 3 clusters Score -4793810 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -4795193.000000 Penalty: 3460.343018
	Iteration 4F: 3 clusters Score -4795193 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -4796822.000000 Penalty: 3460.343018
	Iteration 5F: 3 clusters Score -4796822 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
Score: -4798698.000000 Penalty: 3460.343018
	Iteration 6F: 3 clusters Score -4798698 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 31460 members 
Entering Unmasked Estep 
Score: -4800566.500000 Penalty: 3460.343018
	Iteration 7F: 3 clusters Score -4800566 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -4802181.000000 Penalty: 3460.343018
	Iteration 8F: 3 clusters Score -4802181 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 34592 members 
Entering Unmasked Estep 
Score: -4803407.500000 Penalty: 3460.343018
	Iteration 9Q: 3 clusters Score -4803408 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 35698 members 
Entering Unmasked Estep 
Score: -4804388.500000 Penalty: 3460.343018
	Iteration 10Q: 3 clusters Score -4804388 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 36523 members 
Entering Unmasked Estep 
Score: -4805131.000000 Penalty: 3460.343018
	Iteration 11Q: 3 clusters Score -4805131 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 37112 members 
Entering Unmasked Estep 
Score: -4805715.000000 Penalty: 3460.343018
	Iteration 12Q: 3 clusters Score -4805715 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 37563 members 
Entering Unmasked Estep 
Score: -4806148.000000 Penalty: 3460.343018
	Iteration 13Q: 3 clusters Score -4806148 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
Score: -4806421.000000 Penalty: 3460.343018
	Iteration 14Q: 3 clusters Score -4806421 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 38153 members 
Entering Unmasked Estep 
Score: -4806631.000000 Penalty: 3460.343018
	Iteration 15Q: 3 clusters Score -4806631 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 38373 members 
Entering Unmasked Estep 
Score: -4806762.000000 Penalty: 3460.343018
	Iteration 16Q: 3 clusters Score -4806762 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 38581 members 
Entering Unmasked Estep 
Score: -4806878.500000 Penalty: 3460.343018
	Iteration 17Q: 3 clusters Score -4806878 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 38765 members 
Entering Unmasked Estep 
Score: -4806960.500000 Penalty: 3460.343018
	Iteration 18Q: 3 clusters Score -4806960 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 38931 members 
Entering Unmasked Estep 
Score: -4807050.000000 Penalty: 3460.343018
	Iteration 19Q: 3 clusters Score -4807050 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 39058 members 
Entering Unmasked Estep 
Score: -4807137.500000 Penalty: 3460.343018
	Iteration 20F: 3 clusters Score -4807138 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 39175 members 
Entering Unmasked Estep 
Score: -4807174.500000 Penalty: 3460.343018
	Iteration 21Q: 3 clusters Score -4807174 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 39279 members 
Entering Unmasked Estep 
Score: -4807212.500000 Penalty: 3460.343018
	Iteration 22Q: 3 clusters Score -4807212 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 39352 members 
Entering Unmasked Estep 
Score: -4807241.000000 Penalty: 3460.343018
	Iteration 23Q: 3 clusters Score -4807241 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 39420 members 
Entering Unmasked Estep 
Score: -4807272.000000 Penalty: 3460.343018
	Iteration 24Q: 3 clusters Score -4807272 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 39476 members 
Entering Unmasked Estep 
Score: -4807275.000000 Penalty: 3460.343018
	Iteration 25Q: 3 clusters Score -4807275 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 39547 members 
Entering Unmasked Estep 
Score: -4807300.000000 Penalty: 3460.343018
	Iteration 26Q: 3 clusters Score -4807300 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 39618 members 
Entering Unmasked Estep 
Score: -4807315.000000 Penalty: 3460.343018
	Iteration 27Q: 3 clusters Score -4807315 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -4807316.500000 Penalty: 3460.343018
	Iteration 28Q: 3 clusters Score -4807316 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 39721 members 
Entering Unmasked Estep 
Score: -4807331.500000 Penalty: 3460.343018
	Iteration 29Q: 3 clusters Score -4807332 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 39766 members 
Entering Unmasked Estep 
Score: -4807344.000000 Penalty: 3460.343018
	Iteration 30Q: 3 clusters Score -4807344 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 39799 members 
Entering Unmasked Estep 
Score: -4807345.500000 Penalty: 3460.343018
	Iteration 31Q: 3 clusters Score -4807346 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 39821 members 
Entering Unmasked Estep 
Score: -4807354.000000 Penalty: 3460.343018
	Iteration 32Q: 3 clusters Score -4807354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 39839 members 
Entering Unmasked Estep 
Score: -4807360.000000 Penalty: 3460.343018
	Iteration 33Q: 3 clusters Score -4807360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 39852 members 
Entering Unmasked Estep 
Score: -4807352.000000 Penalty: 3460.343018
	Iteration 34Q: 3 clusters Score -4807352 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 39870 members 
Entering Unmasked Estep 
Score: -4807358.000000 Penalty: 3460.343018
	Iteration 35Q: 3 clusters Score -4807358 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 39889 members 
Entering Unmasked Estep 
Score: -4807365.500000 Penalty: 3460.343018
	Iteration 36Q: 3 clusters Score -4807366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 39904 members 
Entering Unmasked Estep 
Score: -4807365.000000 Penalty: 3460.343018
	Iteration 37Q: 3 clusters Score -4807365 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
Score: -4807374.000000 Penalty: 3460.343018
	Iteration 38Q: 3 clusters Score -4807374 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 39941 members 
Entering Unmasked Estep 
Score: -4807382.000000 Penalty: 3460.343018
	Iteration 39Q: 3 clusters Score -4807382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 39955 members 
Entering Unmasked Estep 
Score: -4807391.000000 Penalty: 3460.343018
	Iteration 40F: 3 clusters Score -4807391 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 39969 members 
Entering Unmasked Estep 
Score: -4807387.000000 Penalty: 3460.343018
	Iteration 41Q: 3 clusters Score -4807387 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 39982 members 
Entering Unmasked Estep 
Score: -4807393.000000 Penalty: 3460.343018
	Iteration 42Q: 3 clusters Score -4807393 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 39997 members 
Entering Unmasked Estep 
Score: -4807393.500000 Penalty: 3460.343018
	Iteration 43Q: 3 clusters Score -4807394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 40011 members 
Entering Unmasked Estep 
Score: -4807391.500000 Penalty: 3460.343018
	Iteration 44Q: 3 clusters Score -4807392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 40027 members 
Entering Unmasked Estep 
Score: -4807394.000000 Penalty: 3460.343018
	Iteration 45Q: 3 clusters Score -4807394 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 40043 members 
Entering Unmasked Estep 
Score: -4807410.000000 Penalty: 3460.343018
	Iteration 46Q: 3 clusters Score -4807410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 40054 members 
Entering Unmasked Estep 
Score: -4807409.000000 Penalty: 3460.343018
	Iteration 47Q: 3 clusters Score -4807409 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 40070 members 
Entering Unmasked Estep 
Score: -4807413.000000 Penalty: 3460.343018
	Iteration 48Q: 3 clusters Score -4807413 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 40082 members 
Entering Unmasked Estep 
Score: -4807405.000000 Penalty: 3460.343018
	Iteration 49Q: 3 clusters Score -4807405 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 40097 members 
Entering Unmasked Estep 
Score: -4807407.500000 Penalty: 3460.343018
	Iteration 50Q: 3 clusters Score -4807408 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 40120 members 
Entering Unmasked Estep 
Score: -4807413.000000 Penalty: 3460.343018
	Iteration 51Q: 3 clusters Score -4807413 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 40144 members 
Entering Unmasked Estep 
Score: -4807414.500000 Penalty: 3460.343018
	Iteration 52Q: 3 clusters Score -4807414 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 40163 members 
Entering Unmasked Estep 
Score: -4807419.000000 Penalty: 3460.343018
	Iteration 53Q: 3 clusters Score -4807419 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 40179 members 
Entering Unmasked Estep 
Score: -4807420.000000 Penalty: 3460.343018
	Iteration 54Q: 3 clusters Score -4807420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 40196 members 
Entering Unmasked Estep 
Score: -4807427.500000 Penalty: 3460.343018
	Iteration 55Q: 3 clusters Score -4807428 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 40220 members 
Entering Unmasked Estep 
Score: -4807439.000000 Penalty: 3460.343018
	Iteration 56Q: 3 clusters Score -4807439 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 40237 members 
Entering Unmasked Estep 
Score: -4807438.500000 Penalty: 3460.343018
	Iteration 57Q: 3 clusters Score -4807438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 40253 members 
Entering Unmasked Estep 
Score: -4807447.000000 Penalty: 3460.343018
	Iteration 58Q: 3 clusters Score -4807447 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 40272 members 
Entering Unmasked Estep 
Score: -4807446.000000 Penalty: 3460.343018
	Iteration 59Q: 3 clusters Score -4807446 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 40298 members 
Entering Unmasked Estep 
Score: -4807459.500000 Penalty: 3460.343018
	Iteration 60F: 3 clusters Score -4807460 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 40332 members 
Entering Unmasked Estep 
Score: -4807470.000000 Penalty: 3460.343018
	Iteration 61Q: 3 clusters Score -4807470 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 40359 members 
Entering Unmasked Estep 
Score: -4807471.500000 Penalty: 3460.343018
	Iteration 62Q: 3 clusters Score -4807472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 40381 members 
Entering Unmasked Estep 
Score: -4807484.500000 Penalty: 3460.343018
	Iteration 63Q: 3 clusters Score -4807484 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -4807482.000000 Penalty: 3460.343018
	Iteration 64Q: 3 clusters Score -4807482 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 40436 members 
Entering Unmasked Estep 
Score: -4807488.000000 Penalty: 3460.343018
	Iteration 65Q: 3 clusters Score -4807488 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 40465 members 
Entering Unmasked Estep 
Score: -4807491.000000 Penalty: 3460.343018
	Iteration 66Q: 3 clusters Score -4807491 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 40491 members 
Entering Unmasked Estep 
Score: -4807493.500000 Penalty: 3460.343018
	Iteration 67Q: 3 clusters Score -4807494 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 40523 members 
Entering Unmasked Estep 
Score: -4807506.500000 Penalty: 3460.343018
	Iteration 68Q: 3 clusters Score -4807506 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 40553 members 
Entering Unmasked Estep 
Score: -4807509.500000 Penalty: 3460.343018
	Iteration 69Q: 3 clusters Score -4807510 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 40583 members 
Entering Unmasked Estep 
Score: -4807526.500000 Penalty: 3460.343018
	Iteration 70Q: 3 clusters Score -4807526 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 40606 members 
Entering Unmasked Estep 
Score: -4807520.500000 Penalty: 3460.343018
	Iteration 71Q: 3 clusters Score -4807520 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 40626 members 
Entering Unmasked Estep 
Score: -4807539.000000 Penalty: 3460.343018
	Iteration 72Q: 3 clusters Score -4807539 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 40645 members 
Entering Unmasked Estep 
Score: -4807540.500000 Penalty: 3460.343018
	Iteration 73Q: 3 clusters Score -4807540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 40663 members 
Entering Unmasked Estep 
Score: -4807537.500000 Penalty: 3460.343018
	Iteration 74Q: 3 clusters Score -4807538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 40676 members 
Entering Unmasked Estep 
Score: -4807543.500000 Penalty: 3460.343018
	Iteration 75Q: 3 clusters Score -4807544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 40687 members 
Entering Unmasked Estep 
Score: -4807553.500000 Penalty: 3460.343018
	Iteration 76Q: 3 clusters Score -4807554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 40703 members 
Entering Unmasked Estep 
Score: -4807557.000000 Penalty: 3460.343018
	Iteration 77Q: 3 clusters Score -4807557 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 40724 members 
Entering Unmasked Estep 
Score: -4807568.000000 Penalty: 3460.343018
	Iteration 78Q: 3 clusters Score -4807568 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 40745 members 
Entering Unmasked Estep 
Score: -4807569.500000 Penalty: 3460.343018
	Iteration 79Q: 3 clusters Score -4807570 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 40763 members 
Entering Unmasked Estep 
Score: -4807587.500000 Penalty: 3460.343018
	Iteration 80F: 3 clusters Score -4807588 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 40785 members 
Entering Unmasked Estep 
Score: -4807595.000000 Penalty: 3460.343018
	Iteration 81Q: 3 clusters Score -4807595 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 40813 members 
Entering Unmasked Estep 
Score: -4807599.500000 Penalty: 3460.343018
	Iteration 82Q: 3 clusters Score -4807600 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 40837 members 
Entering Unmasked Estep 
Score: -4807620.000000 Penalty: 3460.343018
	Iteration 83Q: 3 clusters Score -4807620 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 40855 members 
Entering Unmasked Estep 
Score: -4807634.500000 Penalty: 3460.343018
	Iteration 84Q: 3 clusters Score -4807634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 40873 members 
Entering Unmasked Estep 
Score: -4807633.000000 Penalty: 3460.343018
	Iteration 85Q: 3 clusters Score -4807633 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -4807638.500000 Penalty: 3460.343018
	Iteration 86Q: 3 clusters Score -4807638 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 40905 members 
Entering Unmasked Estep 
Score: -4807641.000000 Penalty: 3460.343018
	Iteration 87Q: 3 clusters Score -4807641 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 40917 members 
Entering Unmasked Estep 
Score: -4807641.500000 Penalty: 3460.343018
	Iteration 88Q: 3 clusters Score -4807642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 40926 members 
Entering Unmasked Estep 
Score: -4807634.500000 Penalty: 3460.343018
	Iteration 89Q: 3 clusters Score -4807634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
Score: -4807642.000000 Penalty: 3460.343018
	Iteration 90Q: 3 clusters Score -4807642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 40950 members 
Entering Unmasked Estep 
Score: -4807641.500000 Penalty: 3460.343018
	Iteration 91Q: 3 clusters Score -4807642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 40959 members 
Entering Unmasked Estep 
Score: -4807640.500000 Penalty: 3460.343018
	Iteration 92Q: 3 clusters Score -4807640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 40964 members 
Entering Unmasked Estep 
Score: -4807644.000000 Penalty: 3460.343018
	Iteration 93Q: 3 clusters Score -4807644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 40968 members 
Entering Unmasked Estep 
Score: -4807652.500000 Penalty: 3460.343018
	Iteration 94Q: 3 clusters Score -4807652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 40975 members 
Entering Unmasked Estep 
Score: -4807650.000000 Penalty: 3460.343018
	Iteration 95Q: 3 clusters Score -4807650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 40984 members 
Entering Unmasked Estep 
Score: -4807645.000000 Penalty: 3460.343018
	Iteration 96Q: 3 clusters Score -4807645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 40987 members 
Entering Unmasked Estep 
Score: -4807650.500000 Penalty: 3460.343018
	Iteration 97Q: 3 clusters Score -4807650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 40989 members 
Entering Unmasked Estep 
Score: -4807650.500000 Penalty: 3460.343018
	Iteration 98Q: 3 clusters Score -4807650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 40991 members 
Entering Unmasked Estep 
Score: -4807658.000000 Penalty: 3460.343018
	Iteration 99Q: 3 clusters Score -4807658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 40991 members 
Entering Unmasked Estep 
Score: -4807657.000000 Penalty: 3460.343018
	Iteration 100F: 3 clusters Score -4807657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 40992 members 
Entering Unmasked Estep 
Score: -4807656.500000 Penalty: 3460.343018
	Iteration 101Q: 3 clusters Score -4807656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 40995 members 
Entering Unmasked Estep 
Score: -4807662.500000 Penalty: 3460.343018
	Iteration 102Q: 3 clusters Score -4807662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 40998 members 
Entering Unmasked Estep 
Score: -4807652.500000 Penalty: 3460.343018
	Iteration 103Q: 3 clusters Score -4807652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 40998 members 
Entering Unmasked Estep 
Score: -4807657.500000 Penalty: 3460.343018
	Iteration 104Q: 3 clusters Score -4807658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 40999 members 
Entering Unmasked Estep 
Score: -4807657.500000 Penalty: 3460.343018
	Iteration 105Q: 3 clusters Score -4807658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 41002 members 
Entering Unmasked Estep 
Score: -4807656.500000 Penalty: 3460.343018
	Iteration 106Q: 3 clusters Score -4807656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 41005 members 
Entering Unmasked Estep 
Score: -4807656.000000 Penalty: 3460.343018
	Iteration 107Q: 3 clusters Score -4807656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 41008 members 
Entering Unmasked Estep 
Score: -4807662.000000 Penalty: 3460.343018
	Iteration 108Q: 3 clusters Score -4807662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 41011 members 
Entering Unmasked Estep 
Score: -4807662.500000 Penalty: 3460.343018
	Iteration 109Q: 3 clusters Score -4807662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 41017 members 
Entering Unmasked Estep 
Score: -4807670.500000 Penalty: 3460.343018
	Iteration 110Q: 3 clusters Score -4807670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 41026 members 
Entering Unmasked Estep 
Score: -4807666.500000 Penalty: 3460.343018
	Iteration 111Q: 3 clusters Score -4807666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 41033 members 
Entering Unmasked Estep 
Score: -4807669.500000 Penalty: 3460.343018
	Iteration 112Q: 3 clusters Score -4807670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 41042 members 
Entering Unmasked Estep 
Score: -4807672.500000 Penalty: 3460.343018
	Iteration 113Q: 3 clusters Score -4807672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 41053 members 
Entering Unmasked Estep 
Score: -4807678.000000 Penalty: 3460.343018
	Iteration 114Q: 3 clusters Score -4807678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 41061 members 
Entering Unmasked Estep 
Score: -4807687.000000 Penalty: 3460.343018
	Iteration 115Q: 3 clusters Score -4807687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 41076 members 
Entering Unmasked Estep 
Score: -4807699.000000 Penalty: 3460.343018
	Iteration 116Q: 3 clusters Score -4807699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 41085 members 
Entering Unmasked Estep 
Score: -4807696.500000 Penalty: 3460.343018
	Iteration 117Q: 3 clusters Score -4807696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 41089 members 
Entering Unmasked Estep 
Score: -4807699.500000 Penalty: 3460.343018
	Iteration 118Q: 3 clusters Score -4807700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 41091 members 
Entering Unmasked Estep 
Score: -4807706.000000 Penalty: 3460.343018
	Iteration 119Q: 3 clusters Score -4807706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 41093 members 
Entering Unmasked Estep 
Score: -4807703.500000 Penalty: 3460.343018
	Iteration 120F: 3 clusters Score -4807704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 41095 members 
Entering Unmasked Estep 
Score: -4807708.500000 Penalty: 3460.343018
	Iteration 121Q: 3 clusters Score -4807708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 41095 members 
Entering Unmasked Estep 
Score: -4807708.500000 Penalty: 3460.343018
	Iteration 122F: 3 clusters Score -4807708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Entering Unmasked Estep 
Score: -34109.441406 Penalty: 996.324341
	Iteration 0F: 2 clusters Score -34109.44 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 227 members 
Entering Unmasked Estep 
Score: -33157.136719 Penalty: 1992.648682
	Iteration 0F: 3 clusters Score -33157.14 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -33467.332031 Penalty: 1992.648682
	Iteration 1F: 3 clusters Score -33467.33 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -33637.160156 Penalty: 1992.648682
	Iteration 2F: 3 clusters Score -33637.16 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -33705.671875 Penalty: 1992.648682
	Iteration 3F: 3 clusters Score -33705.67 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -33805.875000 Penalty: 1992.648682
	Iteration 4F: 3 clusters Score -33805.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -33879.550781 Penalty: 1992.648682
	Iteration 5Q: 3 clusters Score -33879.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -33997.367188 Penalty: 1992.648682
	Iteration 6Q: 3 clusters Score -33997.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -34077.902344 Penalty: 1992.648682
	Iteration 7F: 3 clusters Score -34077.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -34133.671875 Penalty: 1992.648682
	Iteration 8Q: 3 clusters Score -34133.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -34157.738281 Penalty: 1992.648682
	Iteration 9Q: 3 clusters Score -34157.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -34161.843750 Penalty: 1992.648682
	Iteration 10Q: 3 clusters Score -34161.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -34161.843750 Penalty: 1992.648682
	Iteration 11F: 3 clusters Score -34161.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 99116 members 
Mstep: Class 2 contains 45263 members 
Mstep: Class 3 contains 3971 members 
Mstep: Class 4 contains 11418 members 
Mstep: Class 5 contains 59256 members 
Mstep: Class 6 contains 42075 members 
Mstep: Class 7 contains 207 members 
Mstep: Class 8 contains 98136 members 
Mstep: Class 9 contains 197307 members 
Mstep: Class 10 contains 66273 members 
Mstep: Class 11 contains 7019 members 
Mstep: Class 12 contains 9629 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 763 members 
Mstep: Class 15 contains 2209 members 
Mstep: Class 16 contains 17551 members 
Mstep: Class 17 contains 15723 members 
Mstep: Class 18 contains 12840 members 
Mstep: Class 19 contains 102488 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 513 members 
Mstep: Class 22 contains 1555 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 119969 members 
Mstep: Class 26 contains 210 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 105694 members 
Mstep: Class 29 contains 84527 members 
Mstep: Class 30 contains 80564 members 
Mstep: Class 31 contains 54931 members 
Mstep: Class 32 contains 110810 members 
Mstep: Class 33 contains 364 members 
Mstep: Class 34 contains 3771 members 
Mstep: Class 35 contains 1156 members 
Mstep: Class 36 contains 29045 members 
Mstep: Class 37 contains 72201 members 
Mstep: Class 38 contains 409 members 
Mstep: Class 39 contains 1157 members 
Mstep: Class 40 contains 33787 members 
Mstep: Class 41 contains 29074 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 96457 members 
Mstep: Class 44 contains 98330 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 513 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 336 members 
Mstep: Class 49 contains 253 members 
Entering Unmasked Estep 
Score: -194692688.000000 Penalty: 114337.593750
Splitting cluster 7 changes total score from -194694624.000000 to -194692688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (98136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98136 members 
Entering Unmasked Estep 
Score: -11569022.000000 Penalty: 1867.792725
	Iteration 0F: 2 clusters Score -1.156902e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48857 members 
Mstep: Class 2 contains 49279 members 
Entering Unmasked Estep 
Score: -11504128.000000 Penalty: 3735.585449
	Iteration 0F: 3 clusters Score -1.150413e+07 nChanged 46937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45530 members 
Mstep: Class 2 contains 52606 members 
Entering Unmasked Estep 
Score: -11531259.000000 Penalty: 3735.585449
	Iteration 1F: 3 clusters Score -1.153126e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43436 members 
Mstep: Class 2 contains 54700 members 
Entering Unmasked Estep 
Score: -11532069.000000 Penalty: 3735.585449
	Iteration 2Q: 3 clusters Score -1.153207e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40240 members 
Mstep: Class 2 contains 57896 members 
Entering Unmasked Estep 
Score: -11533332.000000 Penalty: 3735.585449
	Iteration 3Q: 3 clusters Score -1.153333e+07 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35542 members 
Mstep: Class 2 contains 62594 members 
Entering Unmasked Estep 
Score: -11535577.000000 Penalty: 3735.585449
	Iteration 4Q: 3 clusters Score -1.153558e+07 nChanged 6823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 69405 members 
Entering Unmasked Estep 
Score: -11540194.000000 Penalty: 3735.585449
	Iteration 5F: 3 clusters Score -1.154019e+07 nChanged 8979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 78384 members 
Entering Unmasked Estep 
Score: -11547748.000000 Penalty: 3735.585449
	Iteration 6F: 3 clusters Score -1.154775e+07 nChanged 9381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 87765 members 
Entering Unmasked Estep 
Score: -11557109.000000 Penalty: 3735.585449
	Iteration 7F: 3 clusters Score -1.155711e+07 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 94464 members 
Entering Unmasked Estep 
Score: -11563874.000000 Penalty: 3735.585449
	Iteration 8F: 3 clusters Score -1.156387e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 97251 members 
Entering Unmasked Estep 
Score: -11566500.000000 Penalty: 3735.585449
	Iteration 9Q: 3 clusters Score -1.15665e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 97890 members 
Entering Unmasked Estep 
Score: -11567104.000000 Penalty: 3735.585449
	Iteration 10Q: 3 clusters Score -1.15671e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 97991 members 
Entering Unmasked Estep 
Score: -11567265.000000 Penalty: 3735.585449
	Iteration 11Q: 3 clusters Score -1.156726e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 98012 members 
Entering Unmasked Estep 
Score: -11567319.000000 Penalty: 3735.585449
	Iteration 12Q: 3 clusters Score -1.156732e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 98025 members 
Entering Unmasked Estep 
Score: -11567347.000000 Penalty: 3735.585449
	Iteration 13Q: 3 clusters Score -1.156735e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 98027 members 
Entering Unmasked Estep 
Score: -11567349.000000 Penalty: 3735.585449
	Iteration 14Q: 3 clusters Score -1.156735e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 98027 members 
Entering Unmasked Estep 
Score: -11567349.000000 Penalty: 3735.585449
	Iteration 15F: 3 clusters Score -1.156735e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (197307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197307 members 
Entering Unmasked Estep 
Score: -22590276.000000 Penalty: 1981.283936
	Iteration 0F: 2 clusters Score -2.259028e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98741 members 
Mstep: Class 2 contains 98566 members 
Entering Unmasked Estep 
Score: -22482220.000000 Penalty: 3962.567871
	Iteration 0F: 3 clusters Score -2.248222e+07 nChanged 95637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99970 members 
Mstep: Class 2 contains 97337 members 
Entering Unmasked Estep 
Score: -22540486.000000 Penalty: 3962.567871
	Iteration 1F: 3 clusters Score -2.254049e+07 nChanged 6496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100080 members 
Mstep: Class 2 contains 97227 members 
Entering Unmasked Estep 
Score: -22541902.000000 Penalty: 3962.567871
	Iteration 2Q: 3 clusters Score -2.25419e+07 nChanged 7573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99995 members 
Mstep: Class 2 contains 97312 members 
Entering Unmasked Estep 
Score: -22544248.000000 Penalty: 3962.567871
	Iteration 3Q: 3 clusters Score -2.254425e+07 nChanged 9078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99401 members 
Mstep: Class 2 contains 97906 members 
Entering Unmasked Estep 
Score: -22548384.000000 Penalty: 3962.567871
	Iteration 4Q: 3 clusters Score -2.254838e+07 nChanged 10826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98075 members 
Mstep: Class 2 contains 99232 members 
Entering Unmasked Estep 
Score: -22554584.000000 Penalty: 3962.567871
	Iteration 5F: 3 clusters Score -2.255458e+07 nChanged 12546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95779 members 
Mstep: Class 2 contains 101528 members 
Entering Unmasked Estep 
Score: -22562978.000000 Penalty: 3962.567871
	Iteration 6F: 3 clusters Score -2.256298e+07 nChanged 13262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92707 members 
Mstep: Class 2 contains 104600 members 
Entering Unmasked Estep 
Score: -22572582.000000 Penalty: 3962.567871
	Iteration 7F: 3 clusters Score -2.257258e+07 nChanged 11883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89610 members 
Mstep: Class 2 contains 107697 members 
Entering Unmasked Estep 
Score: -22579962.000000 Penalty: 3962.567871
	Iteration 8F: 3 clusters Score -2.257996e+07 nChanged 8752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86822 members 
Mstep: Class 2 contains 110485 members 
Entering Unmasked Estep 
Score: -22583476.000000 Penalty: 3962.567871
	Iteration 9Q: 3 clusters Score -2.258348e+07 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84112 members 
Mstep: Class 2 contains 113195 members 
Entering Unmasked Estep 
Score: -22584740.000000 Penalty: 3962.567871
	Iteration 10Q: 3 clusters Score -2.258474e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81512 members 
Mstep: Class 2 contains 115795 members 
Entering Unmasked Estep 
Score: -22585504.000000 Penalty: 3962.567871
	Iteration 11Q: 3 clusters Score -2.25855e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78969 members 
Mstep: Class 2 contains 118338 members 
Entering Unmasked Estep 
Score: -22586108.000000 Penalty: 3962.567871
	Iteration 12Q: 3 clusters Score -2.258611e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76277 members 
Mstep: Class 2 contains 121030 members 
Entering Unmasked Estep 
Score: -22586772.000000 Penalty: 3962.567871
	Iteration 13Q: 3 clusters Score -2.258677e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73463 members 
Mstep: Class 2 contains 123844 members 
Entering Unmasked Estep 
Score: -22587410.000000 Penalty: 3962.567871
	Iteration 14Q: 3 clusters Score -2.258741e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70688 members 
Mstep: Class 2 contains 126619 members 
Entering Unmasked Estep 
Score: -22587886.000000 Penalty: 3962.567871
	Iteration 15Q: 3 clusters Score -2.258789e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68018 members 
Mstep: Class 2 contains 129289 members 
Entering Unmasked Estep 
Score: -22588456.000000 Penalty: 3962.567871
	Iteration 16Q: 3 clusters Score -2.258846e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65283 members 
Mstep: Class 2 contains 132024 members 
Entering Unmasked Estep 
Score: -22588952.000000 Penalty: 3962.567871
	Iteration 17Q: 3 clusters Score -2.258895e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62616 members 
Mstep: Class 2 contains 134691 members 
Entering Unmasked Estep 
Score: -22589494.000000 Penalty: 3962.567871
	Iteration 18Q: 3 clusters Score -2.258949e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59936 members 
Mstep: Class 2 contains 137371 members 
Entering Unmasked Estep 
Score: -22589726.000000 Penalty: 3962.567871
	Iteration 19Q: 3 clusters Score -2.258973e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57288 members 
Mstep: Class 2 contains 140019 members 
Entering Unmasked Estep 
Score: -22590184.000000 Penalty: 3962.567871
	Iteration 20F: 3 clusters Score -2.259018e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54702 members 
Mstep: Class 2 contains 142605 members 
Entering Unmasked Estep 
Score: -22590606.000000 Penalty: 3962.567871
	Iteration 21Q: 3 clusters Score -2.259061e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52193 members 
Mstep: Class 2 contains 145114 members 
Entering Unmasked Estep 
Score: -22590902.000000 Penalty: 3962.567871
	Iteration 22Q: 3 clusters Score -2.25909e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49830 members 
Mstep: Class 2 contains 147477 members 
Entering Unmasked Estep 
Score: -22591302.000000 Penalty: 3962.567871
	Iteration 23Q: 3 clusters Score -2.25913e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47574 members 
Mstep: Class 2 contains 149733 members 
Entering Unmasked Estep 
Score: -22591688.000000 Penalty: 3962.567871
	Iteration 24Q: 3 clusters Score -2.259169e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45372 members 
Mstep: Class 2 contains 151935 members 
Entering Unmasked Estep 
Score: -22592110.000000 Penalty: 3962.567871
	Iteration 25Q: 3 clusters Score -2.259211e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43264 members 
Mstep: Class 2 contains 154043 members 
Entering Unmasked Estep 
Score: -22592248.000000 Penalty: 3962.567871
	Iteration 26Q: 3 clusters Score -2.259225e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41212 members 
Mstep: Class 2 contains 156095 members 
Entering Unmasked Estep 
Score: -22592536.000000 Penalty: 3962.567871
	Iteration 27Q: 3 clusters Score -2.259254e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 158118 members 
Entering Unmasked Estep 
Score: -22592906.000000 Penalty: 3962.567871
	Iteration 28Q: 3 clusters Score -2.259291e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 160061 members 
Entering Unmasked Estep 
Score: -22593180.000000 Penalty: 3962.567871
	Iteration 29Q: 3 clusters Score -2.259318e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35418 members 
Mstep: Class 2 contains 161889 members 
Entering Unmasked Estep 
Score: -22593412.000000 Penalty: 3962.567871
	Iteration 30Q: 3 clusters Score -2.259341e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33658 members 
Mstep: Class 2 contains 163649 members 
Entering Unmasked Estep 
Score: -22593340.000000 Penalty: 3962.567871
	Iteration 31Q: 3 clusters Score -2.259334e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31858 members 
Mstep: Class 2 contains 165449 members 
Entering Unmasked Estep 
Score: -22593534.000000 Penalty: 3962.567871
	Iteration 32Q: 3 clusters Score -2.259353e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30058 members 
Mstep: Class 2 contains 167249 members 
Entering Unmasked Estep 
Score: -22593612.000000 Penalty: 3962.567871
	Iteration 33Q: 3 clusters Score -2.259361e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 168930 members 
Entering Unmasked Estep 
Score: -22593564.000000 Penalty: 3962.567871
	Iteration 34Q: 3 clusters Score -2.259356e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 170533 members 
Entering Unmasked Estep 
Score: -22593298.000000 Penalty: 3962.567871
	Iteration 35Q: 3 clusters Score -2.25933e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 172048 members 
Entering Unmasked Estep 
Score: -22593216.000000 Penalty: 3962.567871
	Iteration 36Q: 3 clusters Score -2.259322e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 173567 members 
Entering Unmasked Estep 
Score: -22593066.000000 Penalty: 3962.567871
	Iteration 37Q: 3 clusters Score -2.259307e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 175064 members 
Entering Unmasked Estep 
Score: -22592878.000000 Penalty: 3962.567871
	Iteration 38Q: 3 clusters Score -2.259288e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 176538 members 
Entering Unmasked Estep 
Score: -22592776.000000 Penalty: 3962.567871
	Iteration 39Q: 3 clusters Score -2.259278e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 177951 members 
Entering Unmasked Estep 
Score: -22592472.000000 Penalty: 3962.567871
	Iteration 40F: 3 clusters Score -2.259247e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 179280 members 
Entering Unmasked Estep 
Score: -22592256.000000 Penalty: 3962.567871
	Iteration 41Q: 3 clusters Score -2.259226e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 180622 members 
Entering Unmasked Estep 
Score: -22592064.000000 Penalty: 3962.567871
	Iteration 42Q: 3 clusters Score -2.259206e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 181872 members 
Entering Unmasked Estep 
Score: -22592096.000000 Penalty: 3962.567871
	Iteration 43Q: 3 clusters Score -2.25921e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 183071 members 
Entering Unmasked Estep 
Score: -22592066.000000 Penalty: 3962.567871
	Iteration 44Q: 3 clusters Score -2.259207e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 184262 members 
Entering Unmasked Estep 
Score: -22592014.000000 Penalty: 3962.567871
	Iteration 45Q: 3 clusters Score -2.259201e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 185378 members 
Entering Unmasked Estep 
Score: -22592010.000000 Penalty: 3962.567871
	Iteration 46Q: 3 clusters Score -2.259201e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 186452 members 
Entering Unmasked Estep 
Score: -22591982.000000 Penalty: 3962.567871
	Iteration 47Q: 3 clusters Score -2.259198e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 187446 members 
Entering Unmasked Estep 
Score: -22591968.000000 Penalty: 3962.567871
	Iteration 48Q: 3 clusters Score -2.259197e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 188373 members 
Entering Unmasked Estep 
Score: -22591674.000000 Penalty: 3962.567871
	Iteration 49Q: 3 clusters Score -2.259167e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 189253 members 
Entering Unmasked Estep 
Score: -22591532.000000 Penalty: 3962.567871
	Iteration 50Q: 3 clusters Score -2.259153e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 190054 members 
Entering Unmasked Estep 
Score: -22591294.000000 Penalty: 3962.567871
	Iteration 51Q: 3 clusters Score -2.259129e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 190789 members 
Entering Unmasked Estep 
Score: -22591130.000000 Penalty: 3962.567871
	Iteration 52Q: 3 clusters Score -2.259113e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 191445 members 
Entering Unmasked Estep 
Score: -22590914.000000 Penalty: 3962.567871
	Iteration 53Q: 3 clusters Score -2.259091e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 191976 members 
Entering Unmasked Estep 
Score: -22590680.000000 Penalty: 3962.567871
	Iteration 54Q: 3 clusters Score -2.259068e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 192439 members 
Entering Unmasked Estep 
Score: -22590576.000000 Penalty: 3962.567871
	Iteration 55Q: 3 clusters Score -2.259058e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 192859 members 
Entering Unmasked Estep 
Score: -22590546.000000 Penalty: 3962.567871
	Iteration 56Q: 3 clusters Score -2.259055e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 193192 members 
Entering Unmasked Estep 
Score: -22590596.000000 Penalty: 3962.567871
	Iteration 57Q: 3 clusters Score -2.25906e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 193452 members 
Entering Unmasked Estep 
Score: -22590558.000000 Penalty: 3962.567871
	Iteration 58Q: 3 clusters Score -2.259056e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 193676 members 
Entering Unmasked Estep 
Score: -22590570.000000 Penalty: 3962.567871
	Iteration 59Q: 3 clusters Score -2.259057e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 193863 members 
Entering Unmasked Estep 
Score: -22590504.000000 Penalty: 3962.567871
	Iteration 60F: 3 clusters Score -2.25905e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 194009 members 
Entering Unmasked Estep 
Score: -22590494.000000 Penalty: 3962.567871
	Iteration 61Q: 3 clusters Score -2.259049e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 194139 members 
Entering Unmasked Estep 
Score: -22590524.000000 Penalty: 3962.567871
	Iteration 62Q: 3 clusters Score -2.259052e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 194243 members 
Entering Unmasked Estep 
Score: -22590534.000000 Penalty: 3962.567871
	Iteration 63Q: 3 clusters Score -2.259053e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 194317 members 
Entering Unmasked Estep 
Score: -22590532.000000 Penalty: 3962.567871
	Iteration 64Q: 3 clusters Score -2.259053e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 194358 members 
Entering Unmasked Estep 
Score: -22590540.000000 Penalty: 3962.567871
	Iteration 65Q: 3 clusters Score -2.259054e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 194392 members 
Entering Unmasked Estep 
Score: -22590560.000000 Penalty: 3962.567871
	Iteration 66Q: 3 clusters Score -2.259056e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 194430 members 
Entering Unmasked Estep 
Score: -22590554.000000 Penalty: 3962.567871
	Iteration 67Q: 3 clusters Score -2.259055e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 194442 members 
Entering Unmasked Estep 
Score: -22590564.000000 Penalty: 3962.567871
	Iteration 68Q: 3 clusters Score -2.259056e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 194455 members 
Entering Unmasked Estep 
Score: -22590564.000000 Penalty: 3962.567871
	Iteration 69Q: 3 clusters Score -2.259056e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 194474 members 
Entering Unmasked Estep 
Score: -22590598.000000 Penalty: 3962.567871
	Iteration 70Q: 3 clusters Score -2.25906e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 194497 members 
Entering Unmasked Estep 
Score: -22590602.000000 Penalty: 3962.567871
	Iteration 71Q: 3 clusters Score -2.25906e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 194510 members 
Entering Unmasked Estep 
Score: -22590628.000000 Penalty: 3962.567871
	Iteration 72Q: 3 clusters Score -2.259063e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 194525 members 
Entering Unmasked Estep 
Score: -22590626.000000 Penalty: 3962.567871
	Iteration 73Q: 3 clusters Score -2.259063e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 194543 members 
Entering Unmasked Estep 
Score: -22590646.000000 Penalty: 3962.567871
	Iteration 74Q: 3 clusters Score -2.259065e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 194569 members 
Entering Unmasked Estep 
Score: -22590652.000000 Penalty: 3962.567871
	Iteration 75Q: 3 clusters Score -2.259065e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 194581 members 
Entering Unmasked Estep 
Score: -22590658.000000 Penalty: 3962.567871
	Iteration 76Q: 3 clusters Score -2.259066e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 194600 members 
Entering Unmasked Estep 
Score: -22590674.000000 Penalty: 3962.567871
	Iteration 77Q: 3 clusters Score -2.259067e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 194627 members 
Entering Unmasked Estep 
Score: -22590672.000000 Penalty: 3962.567871
	Iteration 78Q: 3 clusters Score -2.259067e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 194636 members 
Entering Unmasked Estep 
Score: -22590686.000000 Penalty: 3962.567871
	Iteration 79Q: 3 clusters Score -2.259069e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 194648 members 
Entering Unmasked Estep 
Score: -22590710.000000 Penalty: 3962.567871
	Iteration 80F: 3 clusters Score -2.259071e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 194658 members 
Entering Unmasked Estep 
Score: -22590712.000000 Penalty: 3962.567871
	Iteration 81Q: 3 clusters Score -2.259071e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 194662 members 
Entering Unmasked Estep 
Score: -22590722.000000 Penalty: 3962.567871
	Iteration 82Q: 3 clusters Score -2.259072e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 194668 members 
Entering Unmasked Estep 
Score: -22590714.000000 Penalty: 3962.567871
	Iteration 83Q: 3 clusters Score -2.259071e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 194669 members 
Entering Unmasked Estep 
Score: -22590722.000000 Penalty: 3962.567871
	Iteration 84Q: 3 clusters Score -2.259072e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 194673 members 
Entering Unmasked Estep 
Score: -22590714.000000 Penalty: 3962.567871
	Iteration 85Q: 3 clusters Score -2.259071e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 194679 members 
Entering Unmasked Estep 
Score: -22590716.000000 Penalty: 3962.567871
	Iteration 86Q: 3 clusters Score -2.259072e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 194691 members 
Entering Unmasked Estep 
Score: -22590740.000000 Penalty: 3962.567871
	Iteration 87Q: 3 clusters Score -2.259074e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 194712 members 
Entering Unmasked Estep 
Score: -22590730.000000 Penalty: 3962.567871
	Iteration 88Q: 3 clusters Score -2.259073e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 194729 members 
Entering Unmasked Estep 
Score: -22590732.000000 Penalty: 3962.567871
	Iteration 89Q: 3 clusters Score -2.259073e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 194741 members 
Entering Unmasked Estep 
Score: -22590726.000000 Penalty: 3962.567871
	Iteration 90Q: 3 clusters Score -2.259073e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 194754 members 
Entering Unmasked Estep 
Score: -22590716.000000 Penalty: 3962.567871
	Iteration 91Q: 3 clusters Score -2.259072e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 194768 members 
Entering Unmasked Estep 
Score: -22590702.000000 Penalty: 3962.567871
	Iteration 92Q: 3 clusters Score -2.25907e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 194781 members 
Entering Unmasked Estep 
Score: -22590712.000000 Penalty: 3962.567871
	Iteration 93Q: 3 clusters Score -2.259071e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 194790 members 
Entering Unmasked Estep 
Score: -22590706.000000 Penalty: 3962.567871
	Iteration 94Q: 3 clusters Score -2.259071e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 194803 members 
Entering Unmasked Estep 
Score: -22590682.000000 Penalty: 3962.567871
	Iteration 95Q: 3 clusters Score -2.259068e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 194810 members 
Entering Unmasked Estep 
Score: -22590692.000000 Penalty: 3962.567871
	Iteration 96Q: 3 clusters Score -2.259069e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 194812 members 
Entering Unmasked Estep 
Score: -22590690.000000 Penalty: 3962.567871
	Iteration 97Q: 3 clusters Score -2.259069e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 194818 members 
Entering Unmasked Estep 
Score: -22590688.000000 Penalty: 3962.567871
	Iteration 98Q: 3 clusters Score -2.259069e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 194821 members 
Entering Unmasked Estep 
Score: -22590692.000000 Penalty: 3962.567871
	Iteration 99Q: 3 clusters Score -2.259069e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 194822 members 
Entering Unmasked Estep 
Score: -22590694.000000 Penalty: 3962.567871
	Iteration 100F: 3 clusters Score -2.259069e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 194822 members 
Entering Unmasked Estep 
Score: -22590686.000000 Penalty: 3962.567871
	Iteration 101Q: 3 clusters Score -2.259069e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 194830 members 
Entering Unmasked Estep 
Score: -22590708.000000 Penalty: 3962.567871
	Iteration 102Q: 3 clusters Score -2.259071e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 194834 members 
Entering Unmasked Estep 
Score: -22590714.000000 Penalty: 3962.567871
	Iteration 103Q: 3 clusters Score -2.259071e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 194835 members 
Entering Unmasked Estep 
Score: -22590710.000000 Penalty: 3962.567871
	Iteration 104Q: 3 clusters Score -2.259071e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 194837 members 
Entering Unmasked Estep 
Score: -22590710.000000 Penalty: 3962.567871
	Iteration 105Q: 3 clusters Score -2.259071e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 194839 members 
Entering Unmasked Estep 
Score: -22590708.000000 Penalty: 3962.567871
	Iteration 106Q: 3 clusters Score -2.259071e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 194840 members 
Entering Unmasked Estep 
Score: -22590710.000000 Penalty: 3962.567871
	Iteration 107Q: 3 clusters Score -2.259071e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 194840 members 
Entering Unmasked Estep 
Score: -22590710.000000 Penalty: 3962.567871
	Iteration 108F: 3 clusters Score -2.259071e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 99116 members 
Mstep: Class 2 contains 45263 members 
Mstep: Class 3 contains 3971 members 
Mstep: Class 4 contains 11418 members 
Mstep: Class 5 contains 59256 members 
Mstep: Class 6 contains 42075 members 
Mstep: Class 7 contains 460 members 
Mstep: Class 8 contains 98136 members 
Mstep: Class 9 contains 2467 members 
Mstep: Class 10 contains 66273 members 
Mstep: Class 11 contains 7019 members 
Mstep: Class 12 contains 9629 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 763 members 
Mstep: Class 15 contains 2209 members 
Mstep: Class 16 contains 17551 members 
Mstep: Class 17 contains 15723 members 
Mstep: Class 18 contains 12840 members 
Mstep: Class 19 contains 102488 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 513 members 
Mstep: Class 22 contains 1555 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 119969 members 
Mstep: Class 26 contains 210 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 105694 members 
Mstep: Class 29 contains 84527 members 
Mstep: Class 30 contains 80564 members 
Mstep: Class 31 contains 54931 members 
Mstep: Class 32 contains 110810 members 
Mstep: Class 33 contains 364 members 
Mstep: Class 34 contains 3771 members 
Mstep: Class 35 contains 1156 members 
Mstep: Class 36 contains 29045 members 
Mstep: Class 37 contains 72201 members 
Mstep: Class 38 contains 409 members 
Mstep: Class 39 contains 1157 members 
Mstep: Class 40 contains 33787 members 
Mstep: Class 41 contains 29074 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 96457 members 
Mstep: Class 44 contains 98330 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 513 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 336 members 
Mstep: Class 49 contains 194840 members 
Entering Unmasked Estep 
Score: -194694000.000000 Penalty: 114337.593750
Splitting cluster 9 changes total score from -194694624.000000 to -194694000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (66273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66273 members 
Entering Unmasked Estep 
Score: -7895140.000000 Penalty: 1803.999878
	Iteration 0F: 2 clusters Score -7895140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32958 members 
Mstep: Class 2 contains 33315 members 
Entering Unmasked Estep 
Score: -7851170.500000 Penalty: 3607.999756
	Iteration 0F: 3 clusters Score -7851170 nChanged 31307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30389 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -7868999.000000 Penalty: 3607.999756
	Iteration 1F: 3 clusters Score -7868999 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 37650 members 
Entering Unmasked Estep 
Score: -7869807.000000 Penalty: 3607.999756
	Iteration 2Q: 3 clusters Score -7869807 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 40305 members 
Entering Unmasked Estep 
Score: -7871139.000000 Penalty: 3607.999756
	Iteration 3Q: 3 clusters Score -7871139 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 44148 members 
Entering Unmasked Estep 
Score: -7873386.000000 Penalty: 3607.999756
	Iteration 4F: 3 clusters Score -7873386 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 49150 members 
Entering Unmasked Estep 
Score: -7877045.000000 Penalty: 3607.999756
	Iteration 5F: 3 clusters Score -7877045 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 54899 members 
Entering Unmasked Estep 
Score: -7882124.000000 Penalty: 3607.999756
	Iteration 6F: 3 clusters Score -7882124 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 60243 members 
Entering Unmasked Estep 
Score: -7887568.500000 Penalty: 3607.999756
	Iteration 7F: 3 clusters Score -7887568 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 63777 members 
Entering Unmasked Estep 
Score: -7891008.500000 Penalty: 3607.999756
	Iteration 8F: 3 clusters Score -7891008 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 65435 members 
Entering Unmasked Estep 
Score: -7892641.500000 Penalty: 3607.999756
	Iteration 9Q: 3 clusters Score -7892642 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 65968 members 
Entering Unmasked Estep 
Score: -7893210.500000 Penalty: 3607.999756
	Iteration 10Q: 3 clusters Score -7893210 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 66103 members 
Entering Unmasked Estep 
Score: -7893369.000000 Penalty: 3607.999756
	Iteration 11Q: 3 clusters Score -7893369 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 66138 members 
Entering Unmasked Estep 
Score: -7893443.500000 Penalty: 3607.999756
	Iteration 12Q: 3 clusters Score -7893444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 66147 members 
Entering Unmasked Estep 
Score: -7893466.500000 Penalty: 3607.999756
	Iteration 13Q: 3 clusters Score -7893466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 66151 members 
Entering Unmasked Estep 
Score: -7893467.500000 Penalty: 3607.999756
	Iteration 14Q: 3 clusters Score -7893468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 66152 members 
Entering Unmasked Estep 
Score: -7893474.000000 Penalty: 3607.999756
	Iteration 15Q: 3 clusters Score -7893474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 66152 members 
Entering Unmasked Estep 
Score: -7893482.500000 Penalty: 3607.999756
	Iteration 16Q: 3 clusters Score -7893482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 66153 members 
Entering Unmasked Estep 
Score: -7893485.000000 Penalty: 3607.999756
	Iteration 17Q: 3 clusters Score -7893485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 66154 members 
Entering Unmasked Estep 
Score: -7893487.000000 Penalty: 3607.999756
	Iteration 18Q: 3 clusters Score -7893487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 66154 members 
Entering Unmasked Estep 
Score: -7893487.000000 Penalty: 3607.999756
	Iteration 19F: 3 clusters Score -7893487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Entering Unmasked Estep 
Score: -767045.875000 Penalty: 1439.161011
	Iteration 0F: 2 clusters Score -767045.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -761770.625000 Penalty: 2878.322021
	Iteration 0F: 3 clusters Score -761770.6 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -763283.500000 Penalty: 2878.322021
	Iteration 1F: 3 clusters Score -763283.5 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -763517.625000 Penalty: 2878.322021
	Iteration 2F: 3 clusters Score -763517.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -763716.625000 Penalty: 2878.322021
	Iteration 3F: 3 clusters Score -763716.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -763885.625000 Penalty: 2878.322021
	Iteration 4Q: 3 clusters Score -763885.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -764059.750000 Penalty: 2878.322021
	Iteration 5Q: 3 clusters Score -764059.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -764256.062500 Penalty: 2878.322021
	Iteration 6Q: 3 clusters Score -764256.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -764511.000000 Penalty: 2878.322021
	Iteration 7F: 3 clusters Score -764511 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -764806.250000 Penalty: 2878.322021
	Iteration 8F: 3 clusters Score -764806.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -765078.500000 Penalty: 2878.322021
	Iteration 9Q: 3 clusters Score -765078.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -765295.625000 Penalty: 2878.322021
	Iteration 10Q: 3 clusters Score -765295.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -765457.937500 Penalty: 2878.322021
	Iteration 11Q: 3 clusters Score -765457.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -765589.250000 Penalty: 2878.322021
	Iteration 12Q: 3 clusters Score -765589.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -765671.375000 Penalty: 2878.322021
	Iteration 13Q: 3 clusters Score -765671.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -765710.750000 Penalty: 2878.322021
	Iteration 14Q: 3 clusters Score -765710.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -765731.937500 Penalty: 2878.322021
	Iteration 15Q: 3 clusters Score -765731.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -765745.562500 Penalty: 2878.322021
	Iteration 16Q: 3 clusters Score -765745.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -765754.625000 Penalty: 2878.322021
	Iteration 17Q: 3 clusters Score -765754.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -765766.562500 Penalty: 2878.322021
	Iteration 18Q: 3 clusters Score -765766.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -765776.375000 Penalty: 2878.322021
	Iteration 19Q: 3 clusters Score -765776.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -765786.062500 Penalty: 2878.322021
	Iteration 20F: 3 clusters Score -765786.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -765789.437500 Penalty: 2878.322021
	Iteration 21Q: 3 clusters Score -765789.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -765790.875000 Penalty: 2878.322021
	Iteration 22Q: 3 clusters Score -765790.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -765790.500000 Penalty: 2878.322021
	Iteration 23Q: 3 clusters Score -765790.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -765792.500000 Penalty: 2878.322021
	Iteration 24Q: 3 clusters Score -765792.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -765792.500000 Penalty: 2878.322021
	Iteration 25F: 3 clusters Score -765792.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Entering Unmasked Estep 
Score: -1118598.125000 Penalty: 1490.536987
	Iteration 0F: 2 clusters Score -1118598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1111672.375000 Penalty: 2981.073975
	Iteration 0F: 3 clusters Score -1111672 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1113887.125000 Penalty: 2981.073975
	Iteration 1F: 3 clusters Score -1113887 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1114136.750000 Penalty: 2981.073975
	Iteration 2F: 3 clusters Score -1114137 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1114343.625000 Penalty: 2981.073975
	Iteration 3Q: 3 clusters Score -1114344 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1114537.000000 Penalty: 2981.073975
	Iteration 4Q: 3 clusters Score -1114537 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1114695.250000 Penalty: 2981.073975
	Iteration 5Q: 3 clusters Score -1114695 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1114867.250000 Penalty: 2981.073975
	Iteration 6Q: 3 clusters Score -1114867 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1115099.625000 Penalty: 2981.073975
	Iteration 7Q: 3 clusters Score -1115100 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1115384.000000 Penalty: 2981.073975
	Iteration 8Q: 3 clusters Score -1115384 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1115719.250000 Penalty: 2981.073975
	Iteration 9F: 3 clusters Score -1115719 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1116123.125000 Penalty: 2981.073975
	Iteration 10F: 3 clusters Score -1116123 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1116518.875000 Penalty: 2981.073975
	Iteration 11Q: 3 clusters Score -1116519 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1116834.000000 Penalty: 2981.073975
	Iteration 12Q: 3 clusters Score -1116834 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1117072.875000 Penalty: 2981.073975
	Iteration 13Q: 3 clusters Score -1117073 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1117218.625000 Penalty: 2981.073975
	Iteration 14Q: 3 clusters Score -1117219 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1117304.875000 Penalty: 2981.073975
	Iteration 15Q: 3 clusters Score -1117305 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1117357.000000 Penalty: 2981.073975
	Iteration 16Q: 3 clusters Score -1117357 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1117390.125000 Penalty: 2981.073975
	Iteration 17Q: 3 clusters Score -1117390 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1117414.375000 Penalty: 2981.073975
	Iteration 18Q: 3 clusters Score -1117414 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1117426.625000 Penalty: 2981.073975
	Iteration 19Q: 3 clusters Score -1117427 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1117438.125000 Penalty: 2981.073975
	Iteration 20F: 3 clusters Score -1117438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1117441.875000 Penalty: 2981.073975
	Iteration 21Q: 3 clusters Score -1117442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1117446.875000 Penalty: 2981.073975
	Iteration 22Q: 3 clusters Score -1117447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1117452.625000 Penalty: 2981.073975
	Iteration 23Q: 3 clusters Score -1117453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1117453.250000 Penalty: 2981.073975
	Iteration 24Q: 3 clusters Score -1117453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1117457.000000 Penalty: 2981.073975
	Iteration 25Q: 3 clusters Score -1117457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1117458.875000 Penalty: 2981.073975
	Iteration 26Q: 3 clusters Score -1117459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1117461.500000 Penalty: 2981.073975
	Iteration 27Q: 3 clusters Score -1117462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1117462.125000 Penalty: 2981.073975
	Iteration 28Q: 3 clusters Score -1117462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1117464.625000 Penalty: 2981.073975
	Iteration 29Q: 3 clusters Score -1117465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1117465.000000 Penalty: 2981.073975
	Iteration 30Q: 3 clusters Score -1117465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1117468.875000 Penalty: 2981.073975
	Iteration 31Q: 3 clusters Score -1117469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1117469.375000 Penalty: 2981.073975
	Iteration 32Q: 3 clusters Score -1117469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1117469.375000 Penalty: 2981.073975
	Iteration 33F: 3 clusters Score -1117469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -7662.940430 Penalty: 850.921814
	Iteration 0F: 2 clusters Score -7662.94 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 87 members 
Entering Unmasked Estep 
Score: -7010.226562 Penalty: 1701.843628
	Iteration 0F: 3 clusters Score -7010.227 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -7193.052246 Penalty: 1701.843628
	Iteration 1F: 3 clusters Score -7193.052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -7287.728516 Penalty: 1701.843628
	Iteration 2F: 3 clusters Score -7287.729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -7359.276367 Penalty: 1701.843628
	Iteration 3Q: 3 clusters Score -7359.276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -7418.052734 Penalty: 1701.843628
	Iteration 4Q: 3 clusters Score -7418.053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7442.079102 Penalty: 1701.843628
	Iteration 5Q: 3 clusters Score -7442.079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7486.913574 Penalty: 1701.843628
	Iteration 6Q: 3 clusters Score -7486.914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7494.980957 Penalty: 1701.843628
	Iteration 7Q: 3 clusters Score -7494.981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7494.980957 Penalty: 1701.843628
	Iteration 8F: 3 clusters Score -7494.981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Entering Unmasked Estep 
Score: -80952.406250 Penalty: 1078.554443
	Iteration 0F: 2 clusters Score -80952.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -79666.000000 Penalty: 2157.108887
	Iteration 0F: 3 clusters Score -79666 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -79897.765625 Penalty: 2157.108887
	Iteration 1F: 3 clusters Score -79897.77 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -79959.007812 Penalty: 2157.108887
	Iteration 2F: 3 clusters Score -79959.01 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -79992.593750 Penalty: 2157.108887
	Iteration 3Q: 3 clusters Score -79992.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -80025.625000 Penalty: 2157.108887
	Iteration 4Q: 3 clusters Score -80025.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -80053.507812 Penalty: 2157.108887
	Iteration 5Q: 3 clusters Score -80053.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -80074.234375 Penalty: 2157.108887
	Iteration 6Q: 3 clusters Score -80074.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -80098.750000 Penalty: 2157.108887
	Iteration 7Q: 3 clusters Score -80098.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -80126.367188 Penalty: 2157.108887
	Iteration 8Q: 3 clusters Score -80126.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -80157.406250 Penalty: 2157.108887
	Iteration 9Q: 3 clusters Score -80157.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -80182.117188 Penalty: 2157.108887
	Iteration 10Q: 3 clusters Score -80182.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -80196.835938 Penalty: 2157.108887
	Iteration 11Q: 3 clusters Score -80196.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -80211.945312 Penalty: 2157.108887
	Iteration 12Q: 3 clusters Score -80211.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -80226.781250 Penalty: 2157.108887
	Iteration 13Q: 3 clusters Score -80226.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -80232.421875 Penalty: 2157.108887
	Iteration 14Q: 3 clusters Score -80232.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -80242.960938 Penalty: 2157.108887
	Iteration 15Q: 3 clusters Score -80242.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -80255.148438 Penalty: 2157.108887
	Iteration 16Q: 3 clusters Score -80255.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -80259.875000 Penalty: 2157.108887
	Iteration 17Q: 3 clusters Score -80259.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -80261.781250 Penalty: 2157.108887
	Iteration 18Q: 3 clusters Score -80261.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -80264.367188 Penalty: 2157.108887
	Iteration 19Q: 3 clusters Score -80264.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -80266.742188 Penalty: 2157.108887
	Iteration 20F: 3 clusters Score -80266.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -80271.437500 Penalty: 2157.108887
	Iteration 21Q: 3 clusters Score -80271.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -80273.960938 Penalty: 2157.108887
	Iteration 22Q: 3 clusters Score -80273.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -80278.695312 Penalty: 2157.108887
	Iteration 23Q: 3 clusters Score -80278.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -80279.125000 Penalty: 2157.108887
	Iteration 24Q: 3 clusters Score -80279.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -80279.125000 Penalty: 2157.108887
	Iteration 25F: 3 clusters Score -80279.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Entering Unmasked Estep 
Score: -259270.531250 Penalty: 1251.297974
	Iteration 0F: 2 clusters Score -259270.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -257031.359375 Penalty: 2502.595947
	Iteration 0F: 3 clusters Score -257031.4 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -257561.984375 Penalty: 2502.595947
	Iteration 1F: 3 clusters Score -257562 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -257709.531250 Penalty: 2502.595947
	Iteration 2F: 3 clusters Score -257709.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -257813.796875 Penalty: 2502.595947
	Iteration 3F: 3 clusters Score -257813.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -257885.671875 Penalty: 2502.595947
	Iteration 4Q: 3 clusters Score -257885.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -257943.781250 Penalty: 2502.595947
	Iteration 5Q: 3 clusters Score -257943.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -257997.906250 Penalty: 2502.595947
	Iteration 6Q: 3 clusters Score -257997.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -258043.750000 Penalty: 2502.595947
	Iteration 7Q: 3 clusters Score -258043.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -258082.953125 Penalty: 2502.595947
	Iteration 8Q: 3 clusters Score -258083 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -258111.609375 Penalty: 2502.595947
	Iteration 9Q: 3 clusters Score -258111.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -258130.593750 Penalty: 2502.595947
	Iteration 10Q: 3 clusters Score -258130.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -258148.734375 Penalty: 2502.595947
	Iteration 11Q: 3 clusters Score -258148.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -258176.546875 Penalty: 2502.595947
	Iteration 12Q: 3 clusters Score -258176.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -258193.031250 Penalty: 2502.595947
	Iteration 13Q: 3 clusters Score -258193 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -258212.687500 Penalty: 2502.595947
	Iteration 14Q: 3 clusters Score -258212.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -258220.656250 Penalty: 2502.595947
	Iteration 15Q: 3 clusters Score -258220.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -258228.859375 Penalty: 2502.595947
	Iteration 16Q: 3 clusters Score -258228.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -258237.187500 Penalty: 2502.595947
	Iteration 17Q: 3 clusters Score -258237.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -258243.046875 Penalty: 2502.595947
	Iteration 18Q: 3 clusters Score -258243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -258251.406250 Penalty: 2502.595947
	Iteration 19Q: 3 clusters Score -258251.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -258260.062500 Penalty: 2502.595947
	Iteration 20F: 3 clusters Score -258260.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -258270.703125 Penalty: 2502.595947
	Iteration 21Q: 3 clusters Score -258270.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -258279.125000 Penalty: 2502.595947
	Iteration 22Q: 3 clusters Score -258279.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -258287.687500 Penalty: 2502.595947
	Iteration 23Q: 3 clusters Score -258287.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -258290.062500 Penalty: 2502.595947
	Iteration 24Q: 3 clusters Score -258290.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -258291.234375 Penalty: 2502.595947
	Iteration 25Q: 3 clusters Score -258291.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -258293.968750 Penalty: 2502.595947
	Iteration 26Q: 3 clusters Score -258294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -258295.671875 Penalty: 2502.595947
	Iteration 27Q: 3 clusters Score -258295.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -258297.968750 Penalty: 2502.595947
	Iteration 28Q: 3 clusters Score -258298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -258301.125000 Penalty: 2502.595947
	Iteration 29Q: 3 clusters Score -258301.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -258301.703125 Penalty: 2502.595947
	Iteration 30Q: 3 clusters Score -258301.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -258304.015625 Penalty: 2502.595947
	Iteration 31Q: 3 clusters Score -258304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -258304.953125 Penalty: 2502.595947
	Iteration 32Q: 3 clusters Score -258305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -258306.625000 Penalty: 2502.595947
	Iteration 33Q: 3 clusters Score -258306.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -258307.875000 Penalty: 2502.595947
	Iteration 34Q: 3 clusters Score -258307.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -258307.875000 Penalty: 2502.595947
	Iteration 35F: 3 clusters Score -258307.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Entering Unmasked Estep 
Score: -2135354.000000 Penalty: 1588.090820
	Iteration 0F: 2 clusters Score -2135354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -2123315.500000 Penalty: 3176.181641
	Iteration 0F: 3 clusters Score -2123316 nChanged 7826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -2127580.750000 Penalty: 3176.181641
	Iteration 1F: 3 clusters Score -2127581 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -2127862.500000 Penalty: 3176.181641
	Iteration 2Q: 3 clusters Score -2127862 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -2128126.500000 Penalty: 3176.181641
	Iteration 3Q: 3 clusters Score -2128126 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -2128378.500000 Penalty: 3176.181641
	Iteration 4Q: 3 clusters Score -2128378 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -2128638.000000 Penalty: 3176.181641
	Iteration 5Q: 3 clusters Score -2128638 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -2128869.500000 Penalty: 3176.181641
	Iteration 6Q: 3 clusters Score -2128870 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -2129083.500000 Penalty: 3176.181641
	Iteration 7Q: 3 clusters Score -2129084 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -2129310.000000 Penalty: 3176.181641
	Iteration 8Q: 3 clusters Score -2129310 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -2129581.250000 Penalty: 3176.181641
	Iteration 9Q: 3 clusters Score -2129581 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -2129947.000000 Penalty: 3176.181641
	Iteration 10Q: 3 clusters Score -2129947 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -2130355.750000 Penalty: 3176.181641
	Iteration 11Q: 3 clusters Score -2130356 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -2130731.250000 Penalty: 3176.181641
	Iteration 12Q: 3 clusters Score -2130731 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -2131013.750000 Penalty: 3176.181641
	Iteration 13Q: 3 clusters Score -2131014 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -2131166.500000 Penalty: 3176.181641
	Iteration 14Q: 3 clusters Score -2131166 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -2131228.000000 Penalty: 3176.181641
	Iteration 15Q: 3 clusters Score -2131228 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -2131260.000000 Penalty: 3176.181641
	Iteration 16Q: 3 clusters Score -2131260 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -2131282.500000 Penalty: 3176.181641
	Iteration 17Q: 3 clusters Score -2131282 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -2131313.750000 Penalty: 3176.181641
	Iteration 18Q: 3 clusters Score -2131314 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -2131329.000000 Penalty: 3176.181641
	Iteration 19Q: 3 clusters Score -2131329 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -2131345.250000 Penalty: 3176.181641
	Iteration 20F: 3 clusters Score -2131345 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -2131362.250000 Penalty: 3176.181641
	Iteration 21Q: 3 clusters Score -2131362 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -2131383.750000 Penalty: 3176.181641
	Iteration 22Q: 3 clusters Score -2131384 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -2131395.750000 Penalty: 3176.181641
	Iteration 23Q: 3 clusters Score -2131396 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -2131409.500000 Penalty: 3176.181641
	Iteration 24Q: 3 clusters Score -2131410 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -2131427.750000 Penalty: 3176.181641
	Iteration 25Q: 3 clusters Score -2131428 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -2131444.000000 Penalty: 3176.181641
	Iteration 26Q: 3 clusters Score -2131444 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -2131466.500000 Penalty: 3176.181641
	Iteration 27Q: 3 clusters Score -2131466 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -2131490.000000 Penalty: 3176.181641
	Iteration 28Q: 3 clusters Score -2131490 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -2131502.750000 Penalty: 3176.181641
	Iteration 29Q: 3 clusters Score -2131503 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -2131518.500000 Penalty: 3176.181641
	Iteration 30Q: 3 clusters Score -2131518 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -2131545.000000 Penalty: 3176.181641
	Iteration 31Q: 3 clusters Score -2131545 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -2131580.250000 Penalty: 3176.181641
	Iteration 32Q: 3 clusters Score -2131580 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -2131597.000000 Penalty: 3176.181641
	Iteration 33Q: 3 clusters Score -2131597 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -2131624.500000 Penalty: 3176.181641
	Iteration 34Q: 3 clusters Score -2131624 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -2131652.500000 Penalty: 3176.181641
	Iteration 35Q: 3 clusters Score -2131652 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -2131680.500000 Penalty: 3176.181641
	Iteration 36Q: 3 clusters Score -2131680 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -2131711.250000 Penalty: 3176.181641
	Iteration 37Q: 3 clusters Score -2131711 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -2131735.250000 Penalty: 3176.181641
	Iteration 38Q: 3 clusters Score -2131735 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -2131775.500000 Penalty: 3176.181641
	Iteration 39Q: 3 clusters Score -2131776 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -2131815.750000 Penalty: 3176.181641
	Iteration 40F: 3 clusters Score -2131816 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -2131862.000000 Penalty: 3176.181641
	Iteration 41Q: 3 clusters Score -2131862 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -2131911.250000 Penalty: 3176.181641
	Iteration 42Q: 3 clusters Score -2131911 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -2131969.750000 Penalty: 3176.181641
	Iteration 43Q: 3 clusters Score -2131970 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -2132025.000000 Penalty: 3176.181641
	Iteration 44Q: 3 clusters Score -2132025 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -2132072.750000 Penalty: 3176.181641
	Iteration 45Q: 3 clusters Score -2132073 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -2132133.500000 Penalty: 3176.181641
	Iteration 46Q: 3 clusters Score -2132134 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -2132199.500000 Penalty: 3176.181641
	Iteration 47Q: 3 clusters Score -2132200 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -2132279.250000 Penalty: 3176.181641
	Iteration 48Q: 3 clusters Score -2132279 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -2132372.500000 Penalty: 3176.181641
	Iteration 49Q: 3 clusters Score -2132372 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -2132460.250000 Penalty: 3176.181641
	Iteration 50Q: 3 clusters Score -2132460 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -2132556.500000 Penalty: 3176.181641
	Iteration 51Q: 3 clusters Score -2132556 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -2132642.750000 Penalty: 3176.181641
	Iteration 52Q: 3 clusters Score -2132643 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -2132713.500000 Penalty: 3176.181641
	Iteration 53Q: 3 clusters Score -2132714 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -2132797.750000 Penalty: 3176.181641
	Iteration 54Q: 3 clusters Score -2132798 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -2132867.250000 Penalty: 3176.181641
	Iteration 55Q: 3 clusters Score -2132867 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -2132938.500000 Penalty: 3176.181641
	Iteration 56Q: 3 clusters Score -2132938 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -2133011.250000 Penalty: 3176.181641
	Iteration 57Q: 3 clusters Score -2133011 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2133113.500000 Penalty: 3176.181641
	Iteration 58Q: 3 clusters Score -2133114 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2133179.750000 Penalty: 3176.181641
	Iteration 59Q: 3 clusters Score -2133180 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2133242.250000 Penalty: 3176.181641
	Iteration 60F: 3 clusters Score -2133242 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2133296.750000 Penalty: 3176.181641
	Iteration 61Q: 3 clusters Score -2133297 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2133334.500000 Penalty: 3176.181641
	Iteration 62Q: 3 clusters Score -2133334 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2133372.000000 Penalty: 3176.181641
	Iteration 63Q: 3 clusters Score -2133372 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2133403.000000 Penalty: 3176.181641
	Iteration 64Q: 3 clusters Score -2133403 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2133446.500000 Penalty: 3176.181641
	Iteration 65Q: 3 clusters Score -2133446 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2133485.250000 Penalty: 3176.181641
	Iteration 66Q: 3 clusters Score -2133485 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2133535.500000 Penalty: 3176.181641
	Iteration 67Q: 3 clusters Score -2133536 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2133571.250000 Penalty: 3176.181641
	Iteration 68Q: 3 clusters Score -2133571 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2133609.750000 Penalty: 3176.181641
	Iteration 69Q: 3 clusters Score -2133610 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2133639.750000 Penalty: 3176.181641
	Iteration 70Q: 3 clusters Score -2133640 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2133663.000000 Penalty: 3176.181641
	Iteration 71Q: 3 clusters Score -2133663 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2133677.250000 Penalty: 3176.181641
	Iteration 72Q: 3 clusters Score -2133677 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2133691.250000 Penalty: 3176.181641
	Iteration 73Q: 3 clusters Score -2133691 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2133703.250000 Penalty: 3176.181641
	Iteration 74Q: 3 clusters Score -2133703 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2133714.500000 Penalty: 3176.181641
	Iteration 75Q: 3 clusters Score -2133714 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2133726.500000 Penalty: 3176.181641
	Iteration 76Q: 3 clusters Score -2133726 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2133746.750000 Penalty: 3176.181641
	Iteration 77Q: 3 clusters Score -2133747 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2133751.000000 Penalty: 3176.181641
	Iteration 78Q: 3 clusters Score -2133751 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2133770.000000 Penalty: 3176.181641
	Iteration 79Q: 3 clusters Score -2133770 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2133775.250000 Penalty: 3176.181641
	Iteration 80F: 3 clusters Score -2133775 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2133788.750000 Penalty: 3176.181641
	Iteration 81Q: 3 clusters Score -2133789 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2133797.250000 Penalty: 3176.181641
	Iteration 82Q: 3 clusters Score -2133797 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2133799.250000 Penalty: 3176.181641
	Iteration 83Q: 3 clusters Score -2133799 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2133809.000000 Penalty: 3176.181641
	Iteration 84Q: 3 clusters Score -2133809 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2133818.000000 Penalty: 3176.181641
	Iteration 85Q: 3 clusters Score -2133818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2133825.000000 Penalty: 3176.181641
	Iteration 86Q: 3 clusters Score -2133825 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2133833.250000 Penalty: 3176.181641
	Iteration 87Q: 3 clusters Score -2133833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2133840.750000 Penalty: 3176.181641
	Iteration 88Q: 3 clusters Score -2133841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2133840.250000 Penalty: 3176.181641
	Iteration 89Q: 3 clusters Score -2133840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2133848.000000 Penalty: 3176.181641
	Iteration 90Q: 3 clusters Score -2133848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2133852.500000 Penalty: 3176.181641
	Iteration 91Q: 3 clusters Score -2133852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2133863.750000 Penalty: 3176.181641
	Iteration 92Q: 3 clusters Score -2133864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2133871.000000 Penalty: 3176.181641
	Iteration 93Q: 3 clusters Score -2133871 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2133882.250000 Penalty: 3176.181641
	Iteration 94Q: 3 clusters Score -2133882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2133896.500000 Penalty: 3176.181641
	Iteration 95Q: 3 clusters Score -2133896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2133906.500000 Penalty: 3176.181641
	Iteration 96Q: 3 clusters Score -2133906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2133912.750000 Penalty: 3176.181641
	Iteration 97Q: 3 clusters Score -2133913 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2133922.000000 Penalty: 3176.181641
	Iteration 98Q: 3 clusters Score -2133922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2133923.250000 Penalty: 3176.181641
	Iteration 99Q: 3 clusters Score -2133923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2133928.500000 Penalty: 3176.181641
	Iteration 100F: 3 clusters Score -2133928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2133933.000000 Penalty: 3176.181641
	Iteration 101Q: 3 clusters Score -2133933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2133933.000000 Penalty: 3176.181641
	Iteration 102Q: 3 clusters Score -2133933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2133934.250000 Penalty: 3176.181641
	Iteration 103Q: 3 clusters Score -2133934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2133935.500000 Penalty: 3176.181641
	Iteration 104Q: 3 clusters Score -2133936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2133935.750000 Penalty: 3176.181641
	Iteration 105Q: 3 clusters Score -2133936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2133939.250000 Penalty: 3176.181641
	Iteration 106Q: 3 clusters Score -2133939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2133940.500000 Penalty: 3176.181641
	Iteration 107Q: 3 clusters Score -2133940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2133941.750000 Penalty: 3176.181641
	Iteration 108Q: 3 clusters Score -2133942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2133943.750000 Penalty: 3176.181641
	Iteration 109Q: 3 clusters Score -2133944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2133943.000000 Penalty: 3176.181641
	Iteration 110Q: 3 clusters Score -2133943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2133947.750000 Penalty: 3176.181641
	Iteration 111Q: 3 clusters Score -2133948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2133946.250000 Penalty: 3176.181641
	Iteration 112Q: 3 clusters Score -2133946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2133948.250000 Penalty: 3176.181641
	Iteration 113Q: 3 clusters Score -2133948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2133950.250000 Penalty: 3176.181641
	Iteration 114Q: 3 clusters Score -2133950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2133950.500000 Penalty: 3176.181641
	Iteration 115Q: 3 clusters Score -2133950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2133954.750000 Penalty: 3176.181641
	Iteration 116Q: 3 clusters Score -2133955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2133954.750000 Penalty: 3176.181641
	Iteration 117Q: 3 clusters Score -2133955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2133956.000000 Penalty: 3176.181641
	Iteration 118Q: 3 clusters Score -2133956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2133957.000000 Penalty: 3176.181641
	Iteration 119Q: 3 clusters Score -2133957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2133957.000000 Penalty: 3176.181641
	Iteration 120F: 3 clusters Score -2133957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Entering Unmasked Estep 
Score: -1882494.125000 Penalty: 1570.218018
	Iteration 0F: 2 clusters Score -1882494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1871601.500000 Penalty: 3140.436035
	Iteration 0F: 3 clusters Score -1871602 nChanged 6956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1875533.500000 Penalty: 3140.436035
	Iteration 1F: 3 clusters Score -1875534 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1875936.375000 Penalty: 3140.436035
	Iteration 2F: 3 clusters Score -1875936 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1876298.500000 Penalty: 3140.436035
	Iteration 3F: 3 clusters Score -1876298 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1876656.500000 Penalty: 3140.436035
	Iteration 4Q: 3 clusters Score -1876656 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1877099.875000 Penalty: 3140.436035
	Iteration 5Q: 3 clusters Score -1877100 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1877685.000000 Penalty: 3140.436035
	Iteration 6F: 3 clusters Score -1877685 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1878375.000000 Penalty: 3140.436035
	Iteration 7F: 3 clusters Score -1878375 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1879104.500000 Penalty: 3140.436035
	Iteration 8F: 3 clusters Score -1879104 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1879669.875000 Penalty: 3140.436035
	Iteration 9Q: 3 clusters Score -1879670 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -1880043.875000 Penalty: 3140.436035
	Iteration 10Q: 3 clusters Score -1880044 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1880285.375000 Penalty: 3140.436035
	Iteration 11Q: 3 clusters Score -1880285 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -1880434.500000 Penalty: 3140.436035
	Iteration 12Q: 3 clusters Score -1880434 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -1880550.125000 Penalty: 3140.436035
	Iteration 13Q: 3 clusters Score -1880550 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -1880645.500000 Penalty: 3140.436035
	Iteration 14Q: 3 clusters Score -1880646 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -1880727.000000 Penalty: 3140.436035
	Iteration 15Q: 3 clusters Score -1880727 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -1880779.625000 Penalty: 3140.436035
	Iteration 16Q: 3 clusters Score -1880780 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -1880825.250000 Penalty: 3140.436035
	Iteration 17Q: 3 clusters Score -1880825 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -1880880.750000 Penalty: 3140.436035
	Iteration 18Q: 3 clusters Score -1880881 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -1880915.500000 Penalty: 3140.436035
	Iteration 19Q: 3 clusters Score -1880916 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1880942.625000 Penalty: 3140.436035
	Iteration 20F: 3 clusters Score -1880943 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1880979.250000 Penalty: 3140.436035
	Iteration 21Q: 3 clusters Score -1880979 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -1880994.500000 Penalty: 3140.436035
	Iteration 22Q: 3 clusters Score -1880994 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -1881011.875000 Penalty: 3140.436035
	Iteration 23Q: 3 clusters Score -1881012 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -1881032.250000 Penalty: 3140.436035
	Iteration 24Q: 3 clusters Score -1881032 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -1881049.500000 Penalty: 3140.436035
	Iteration 25Q: 3 clusters Score -1881050 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -1881064.000000 Penalty: 3140.436035
	Iteration 26Q: 3 clusters Score -1881064 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -1881071.875000 Penalty: 3140.436035
	Iteration 27Q: 3 clusters Score -1881072 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -1881075.375000 Penalty: 3140.436035
	Iteration 28Q: 3 clusters Score -1881075 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -1881074.375000 Penalty: 3140.436035
	Iteration 29Q: 3 clusters Score -1881074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -1881077.875000 Penalty: 3140.436035
	Iteration 30Q: 3 clusters Score -1881078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -1881086.375000 Penalty: 3140.436035
	Iteration 31Q: 3 clusters Score -1881086 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -1881090.125000 Penalty: 3140.436035
	Iteration 32Q: 3 clusters Score -1881090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -1881093.000000 Penalty: 3140.436035
	Iteration 33Q: 3 clusters Score -1881093 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -1881090.500000 Penalty: 3140.436035
	Iteration 34Q: 3 clusters Score -1881090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -1881092.125000 Penalty: 3140.436035
	Iteration 35Q: 3 clusters Score -1881092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -1881092.125000 Penalty: 3140.436035
	Iteration 36F: 3 clusters Score -1881092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Entering Unmasked Estep 
Score: -1455036.750000 Penalty: 1537.302124
	Iteration 0F: 2 clusters Score -1455037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1446041.250000 Penalty: 3074.604248
	Iteration 0F: 3 clusters Score -1446041 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1449019.375000 Penalty: 3074.604248
	Iteration 1F: 3 clusters Score -1449019 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1449271.375000 Penalty: 3074.604248
	Iteration 2F: 3 clusters Score -1449271 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1449507.375000 Penalty: 3074.604248
	Iteration 3Q: 3 clusters Score -1449507 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1449773.625000 Penalty: 3074.604248
	Iteration 4Q: 3 clusters Score -1449774 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1450083.750000 Penalty: 3074.604248
	Iteration 5Q: 3 clusters Score -1450084 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1450474.625000 Penalty: 3074.604248
	Iteration 6F: 3 clusters Score -1450475 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1450954.500000 Penalty: 3074.604248
	Iteration 7F: 3 clusters Score -1450954 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1451515.125000 Penalty: 3074.604248
	Iteration 8F: 3 clusters Score -1451515 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1452148.500000 Penalty: 3074.604248
	Iteration 9F: 3 clusters Score -1452148 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1452800.250000 Penalty: 3074.604248
	Iteration 10F: 3 clusters Score -1452800 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1453198.000000 Penalty: 3074.604248
	Iteration 11Q: 3 clusters Score -1453198 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1453376.625000 Penalty: 3074.604248
	Iteration 12Q: 3 clusters Score -1453377 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1453481.750000 Penalty: 3074.604248
	Iteration 13Q: 3 clusters Score -1453482 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1453544.875000 Penalty: 3074.604248
	Iteration 14Q: 3 clusters Score -1453545 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1453584.125000 Penalty: 3074.604248
	Iteration 15Q: 3 clusters Score -1453584 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1453611.125000 Penalty: 3074.604248
	Iteration 16Q: 3 clusters Score -1453611 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1453639.875000 Penalty: 3074.604248
	Iteration 17Q: 3 clusters Score -1453640 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1453668.375000 Penalty: 3074.604248
	Iteration 18Q: 3 clusters Score -1453668 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1453691.375000 Penalty: 3074.604248
	Iteration 19Q: 3 clusters Score -1453691 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1453711.750000 Penalty: 3074.604248
	Iteration 20F: 3 clusters Score -1453712 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1453723.000000 Penalty: 3074.604248
	Iteration 21Q: 3 clusters Score -1453723 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1453730.750000 Penalty: 3074.604248
	Iteration 22Q: 3 clusters Score -1453731 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1453732.625000 Penalty: 3074.604248
	Iteration 23Q: 3 clusters Score -1453733 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1453738.000000 Penalty: 3074.604248
	Iteration 24Q: 3 clusters Score -1453738 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1453740.375000 Penalty: 3074.604248
	Iteration 25Q: 3 clusters Score -1453740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1453739.750000 Penalty: 3074.604248
	Iteration 26Q: 3 clusters Score -1453740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1453746.125000 Penalty: 3074.604248
	Iteration 27Q: 3 clusters Score -1453746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1453749.500000 Penalty: 3074.604248
	Iteration 28Q: 3 clusters Score -1453750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1453751.875000 Penalty: 3074.604248
	Iteration 29Q: 3 clusters Score -1453752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1453752.375000 Penalty: 3074.604248
	Iteration 30Q: 3 clusters Score -1453752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1453756.000000 Penalty: 3074.604248
	Iteration 31Q: 3 clusters Score -1453756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1453760.625000 Penalty: 3074.604248
	Iteration 32Q: 3 clusters Score -1453761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1453759.125000 Penalty: 3074.604248
	Iteration 33Q: 3 clusters Score -1453759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1453757.375000 Penalty: 3074.604248
	Iteration 34Q: 3 clusters Score -1453757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1453759.250000 Penalty: 3074.604248
	Iteration 35Q: 3 clusters Score -1453759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1453757.750000 Penalty: 3074.604248
	Iteration 36Q: 3 clusters Score -1453758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1453759.625000 Penalty: 3074.604248
	Iteration 37Q: 3 clusters Score -1453760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1453759.000000 Penalty: 3074.604248
	Iteration 38Q: 3 clusters Score -1453759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1453757.625000 Penalty: 3074.604248
	Iteration 39Q: 3 clusters Score -1453758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1453759.125000 Penalty: 3074.604248
	Iteration 40F: 3 clusters Score -1453759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1453758.625000 Penalty: 3074.604248
	Iteration 41Q: 3 clusters Score -1453759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1453755.750000 Penalty: 3074.604248
	Iteration 42Q: 3 clusters Score -1453756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1453757.625000 Penalty: 3074.604248
	Iteration 43Q: 3 clusters Score -1453758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1453757.875000 Penalty: 3074.604248
	Iteration 44Q: 3 clusters Score -1453758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1453757.875000 Penalty: 3074.604248
	Iteration 45F: 3 clusters Score -1453758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (102488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102488 members 
Entering Unmasked Estep 
Score: -12119140.000000 Penalty: 1874.843994
	Iteration 0F: 2 clusters Score -1.211914e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51422 members 
Mstep: Class 2 contains 51066 members 
Entering Unmasked Estep 
Score: -12053689.000000 Penalty: 3749.687988
	Iteration 0F: 3 clusters Score -1.205369e+07 nChanged 49047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54797 members 
Mstep: Class 2 contains 47691 members 
Entering Unmasked Estep 
Score: -12082032.000000 Penalty: 3749.687988
	Iteration 1F: 3 clusters Score -1.208203e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56867 members 
Mstep: Class 2 contains 45621 members 
Entering Unmasked Estep 
Score: -12083021.000000 Penalty: 3749.687988
	Iteration 2Q: 3 clusters Score -1.208302e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60023 members 
Mstep: Class 2 contains 42465 members 
Entering Unmasked Estep 
Score: -12084638.000000 Penalty: 3749.687988
	Iteration 3Q: 3 clusters Score -1.208464e+07 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64632 members 
Mstep: Class 2 contains 37856 members 
Entering Unmasked Estep 
Score: -12087531.000000 Penalty: 3749.687988
	Iteration 4F: 3 clusters Score -1.208753e+07 nChanged 7071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70959 members 
Mstep: Class 2 contains 31529 members 
Entering Unmasked Estep 
Score: -12092769.000000 Penalty: 3749.687988
	Iteration 5F: 3 clusters Score -1.209277e+07 nChanged 8342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78609 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -12100217.000000 Penalty: 3749.687988
	Iteration 6F: 3 clusters Score -1.210022e+07 nChanged 7664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85585 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -12107909.000000 Penalty: 3749.687988
	Iteration 7F: 3 clusters Score -1.210791e+07 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89871 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -12113082.000000 Penalty: 3749.687988
	Iteration 8F: 3 clusters Score -1.211308e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91636 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -12115954.000000 Penalty: 3749.687988
	Iteration 9Q: 3 clusters Score -1.211595e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92326 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -12117246.000000 Penalty: 3749.687988
	Iteration 10Q: 3 clusters Score -1.211725e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92750 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -12118003.000000 Penalty: 3749.687988
	Iteration 11Q: 3 clusters Score -1.2118e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92995 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -12118365.000000 Penalty: 3749.687988
	Iteration 12Q: 3 clusters Score -1.211836e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93102 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -12118636.000000 Penalty: 3749.687988
	Iteration 13Q: 3 clusters Score -1.211864e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93144 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -12118883.000000 Penalty: 3749.687988
	Iteration 14Q: 3 clusters Score -1.211888e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93146 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -12119078.000000 Penalty: 3749.687988
	Iteration 15Q: 3 clusters Score -1.211908e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93157 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -12119260.000000 Penalty: 3749.687988
	Iteration 16Q: 3 clusters Score -1.211926e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93144 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -12119358.000000 Penalty: 3749.687988
	Iteration 17Q: 3 clusters Score -1.211936e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93103 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -12119428.000000 Penalty: 3749.687988
	Iteration 18Q: 3 clusters Score -1.211943e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93114 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -12119484.000000 Penalty: 3749.687988
	Iteration 19Q: 3 clusters Score -1.211948e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93123 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -12119490.000000 Penalty: 3749.687988
	Iteration 20F: 3 clusters Score -1.211949e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93121 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -12119520.000000 Penalty: 3749.687988
	Iteration 21Q: 3 clusters Score -1.211952e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93117 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -12119530.000000 Penalty: 3749.687988
	Iteration 22Q: 3 clusters Score -1.211953e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93107 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -12119554.000000 Penalty: 3749.687988
	Iteration 23Q: 3 clusters Score -1.211955e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93105 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -12119567.000000 Penalty: 3749.687988
	Iteration 24Q: 3 clusters Score -1.211957e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93107 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -12119590.000000 Penalty: 3749.687988
	Iteration 25Q: 3 clusters Score -1.211959e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93129 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -12119578.000000 Penalty: 3749.687988
	Iteration 26Q: 3 clusters Score -1.211958e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93159 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -12119572.000000 Penalty: 3749.687988
	Iteration 27Q: 3 clusters Score -1.211957e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93174 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -12119599.000000 Penalty: 3749.687988
	Iteration 28Q: 3 clusters Score -1.21196e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93184 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -12119616.000000 Penalty: 3749.687988
	Iteration 29Q: 3 clusters Score -1.211962e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93184 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -12119613.000000 Penalty: 3749.687988
	Iteration 30Q: 3 clusters Score -1.211961e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93192 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -12119606.000000 Penalty: 3749.687988
	Iteration 31Q: 3 clusters Score -1.211961e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93202 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -12119607.000000 Penalty: 3749.687988
	Iteration 32Q: 3 clusters Score -1.211961e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93218 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -12119585.000000 Penalty: 3749.687988
	Iteration 33Q: 3 clusters Score -1.211958e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93225 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -12119583.000000 Penalty: 3749.687988
	Iteration 34Q: 3 clusters Score -1.211958e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93237 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -12119593.000000 Penalty: 3749.687988
	Iteration 35Q: 3 clusters Score -1.211959e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93246 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -12119597.000000 Penalty: 3749.687988
	Iteration 36Q: 3 clusters Score -1.21196e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93256 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -12119573.000000 Penalty: 3749.687988
	Iteration 37Q: 3 clusters Score -1.211957e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93262 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -12119577.000000 Penalty: 3749.687988
	Iteration 38Q: 3 clusters Score -1.211958e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93269 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -12119568.000000 Penalty: 3749.687988
	Iteration 39Q: 3 clusters Score -1.211957e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93276 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -12119559.000000 Penalty: 3749.687988
	Iteration 40F: 3 clusters Score -1.211956e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93285 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -12119549.000000 Penalty: 3749.687988
	Iteration 41Q: 3 clusters Score -1.211955e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93299 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -12119565.000000 Penalty: 3749.687988
	Iteration 42Q: 3 clusters Score -1.211956e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93312 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -12119560.000000 Penalty: 3749.687988
	Iteration 43Q: 3 clusters Score -1.211956e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93319 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -12119569.000000 Penalty: 3749.687988
	Iteration 44Q: 3 clusters Score -1.211957e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93327 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -12119567.000000 Penalty: 3749.687988
	Iteration 45Q: 3 clusters Score -1.211957e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93336 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -12119562.000000 Penalty: 3749.687988
	Iteration 46Q: 3 clusters Score -1.211956e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93351 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -12119545.000000 Penalty: 3749.687988
	Iteration 47Q: 3 clusters Score -1.211954e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93360 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -12119544.000000 Penalty: 3749.687988
	Iteration 48Q: 3 clusters Score -1.211954e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93366 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -12119546.000000 Penalty: 3749.687988
	Iteration 49Q: 3 clusters Score -1.211955e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93375 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -12119552.000000 Penalty: 3749.687988
	Iteration 50Q: 3 clusters Score -1.211955e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93383 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -12119553.000000 Penalty: 3749.687988
	Iteration 51Q: 3 clusters Score -1.211955e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93384 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -12119539.000000 Penalty: 3749.687988
	Iteration 52Q: 3 clusters Score -1.211954e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93387 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -12119538.000000 Penalty: 3749.687988
	Iteration 53Q: 3 clusters Score -1.211954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93388 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -12119540.000000 Penalty: 3749.687988
	Iteration 54Q: 3 clusters Score -1.211954e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93388 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -12119540.000000 Penalty: 3749.687988
	Iteration 55F: 3 clusters Score -1.211954e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 99116 members 
Mstep: Class 2 contains 45263 members 
Mstep: Class 3 contains 3971 members 
Mstep: Class 4 contains 11418 members 
Mstep: Class 5 contains 59256 members 
Mstep: Class 6 contains 42075 members 
Mstep: Class 7 contains 460 members 
Mstep: Class 8 contains 98136 members 
Mstep: Class 9 contains 197307 members 
Mstep: Class 10 contains 66273 members 
Mstep: Class 11 contains 7019 members 
Mstep: Class 12 contains 9629 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 763 members 
Mstep: Class 15 contains 2209 members 
Mstep: Class 16 contains 17551 members 
Mstep: Class 17 contains 15723 members 
Mstep: Class 18 contains 12840 members 
Mstep: Class 19 contains 93388 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 513 members 
Mstep: Class 22 contains 1555 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 119969 members 
Mstep: Class 26 contains 210 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 105694 members 
Mstep: Class 29 contains 84527 members 
Mstep: Class 30 contains 80564 members 
Mstep: Class 31 contains 54931 members 
Mstep: Class 32 contains 110810 members 
Mstep: Class 33 contains 364 members 
Mstep: Class 34 contains 3771 members 
Mstep: Class 35 contains 1156 members 
Mstep: Class 36 contains 29045 members 
Mstep: Class 37 contains 72201 members 
Mstep: Class 38 contains 409 members 
Mstep: Class 39 contains 1157 members 
Mstep: Class 40 contains 33787 members 
Mstep: Class 41 contains 29074 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 96457 members 
Mstep: Class 44 contains 98330 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 513 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 336 members 
Mstep: Class 49 contains 9100 members 
Entering Unmasked Estep 
Score: -194694784.000000 Penalty: 114337.593750
Splitting cluster 19 changes total score from -194694624.000000 to -194694784.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 20 (1100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Entering Unmasked Estep 
Score: -103634.156250 Penalty: 1137.998169
	Iteration 0F: 2 clusters Score -103634.2 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 522 members 
Entering Unmasked Estep 
Score: -102209.343750 Penalty: 2275.996338
	Iteration 0F: 3 clusters Score -102209.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -102561.164062 Penalty: 2275.996338
	Iteration 1F: 3 clusters Score -102561.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -102738.187500 Penalty: 2275.996338
	Iteration 2F: 3 clusters Score -102738.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -102908.828125 Penalty: 2275.996338
	Iteration 3F: 3 clusters Score -102908.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -103016.281250 Penalty: 2275.996338
	Iteration 4F: 3 clusters Score -103016.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -103075.968750 Penalty: 2275.996338
	Iteration 5Q: 3 clusters Score -103076 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -103116.054688 Penalty: 2275.996338
	Iteration 6Q: 3 clusters Score -103116.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -103134.656250 Penalty: 2275.996338
	Iteration 7Q: 3 clusters Score -103134.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -103151.664062 Penalty: 2275.996338
	Iteration 8Q: 3 clusters Score -103151.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -103163.281250 Penalty: 2275.996338
	Iteration 9Q: 3 clusters Score -103163.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -103176.578125 Penalty: 2275.996338
	Iteration 10Q: 3 clusters Score -103176.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -103192.437500 Penalty: 2275.996338
	Iteration 11Q: 3 clusters Score -103192.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -103207.421875 Penalty: 2275.996338
	Iteration 12Q: 3 clusters Score -103207.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -103218.140625 Penalty: 2275.996338
	Iteration 13Q: 3 clusters Score -103218.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -103225.742188 Penalty: 2275.996338
	Iteration 14Q: 3 clusters Score -103225.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -103236.023438 Penalty: 2275.996338
	Iteration 15Q: 3 clusters Score -103236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -103240.398438 Penalty: 2275.996338
	Iteration 16Q: 3 clusters Score -103240.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -103243.843750 Penalty: 2275.996338
	Iteration 17Q: 3 clusters Score -103243.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -103246.929688 Penalty: 2275.996338
	Iteration 18Q: 3 clusters Score -103246.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -103248.562500 Penalty: 2275.996338
	Iteration 19Q: 3 clusters Score -103248.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -103250.890625 Penalty: 2275.996338
	Iteration 20F: 3 clusters Score -103250.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -103251.406250 Penalty: 2275.996338
	Iteration 21Q: 3 clusters Score -103251.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -103251.648438 Penalty: 2275.996338
	Iteration 22Q: 3 clusters Score -103251.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -103251.648438 Penalty: 2275.996338
	Iteration 23F: 3 clusters Score -103251.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Entering Unmasked Estep 
Score: -46816.820312 Penalty: 1014.044800
	Iteration 0F: 2 clusters Score -46816.82 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 283 members 
Entering Unmasked Estep 
Score: -45768.496094 Penalty: 2028.089600
	Iteration 0F: 3 clusters Score -45768.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -45971.324219 Penalty: 2028.089600
	Iteration 1F: 3 clusters Score -45971.32 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -46083.460938 Penalty: 2028.089600
	Iteration 2F: 3 clusters Score -46083.46 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -46173.449219 Penalty: 2028.089600
	Iteration 3F: 3 clusters Score -46173.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -46231.234375 Penalty: 2028.089600
	Iteration 4Q: 3 clusters Score -46231.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -46265.546875 Penalty: 2028.089600
	Iteration 5Q: 3 clusters Score -46265.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -46281.339844 Penalty: 2028.089600
	Iteration 6Q: 3 clusters Score -46281.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -46306.417969 Penalty: 2028.089600
	Iteration 7Q: 3 clusters Score -46306.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -46326.765625 Penalty: 2028.089600
	Iteration 8Q: 3 clusters Score -46326.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -46395.441406 Penalty: 2028.089600
	Iteration 9Q: 3 clusters Score -46395.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -46428.820312 Penalty: 2028.089600
	Iteration 10Q: 3 clusters Score -46428.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -46436.441406 Penalty: 2028.089600
	Iteration 11Q: 3 clusters Score -46436.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -46437.187500 Penalty: 2028.089600
	Iteration 12Q: 3 clusters Score -46437.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -46437.187500 Penalty: 2028.089600
	Iteration 13F: 3 clusters Score -46437.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Entering Unmasked Estep 
Score: -166320.812500 Penalty: 1194.250000
	Iteration 0F: 2 clusters Score -166320.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -164554.859375 Penalty: 2388.500000
	Iteration 0F: 3 clusters Score -164554.9 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -165005.875000 Penalty: 2388.500000
	Iteration 1F: 3 clusters Score -165005.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -165178.078125 Penalty: 2388.500000
	Iteration 2F: 3 clusters Score -165178.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -165289.140625 Penalty: 2388.500000
	Iteration 3F: 3 clusters Score -165289.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -165365.250000 Penalty: 2388.500000
	Iteration 4Q: 3 clusters Score -165365.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -165411.859375 Penalty: 2388.500000
	Iteration 5Q: 3 clusters Score -165411.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -165448.359375 Penalty: 2388.500000
	Iteration 6Q: 3 clusters Score -165448.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -165471.500000 Penalty: 2388.500000
	Iteration 7Q: 3 clusters Score -165471.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -165481.968750 Penalty: 2388.500000
	Iteration 8Q: 3 clusters Score -165482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -165489.609375 Penalty: 2388.500000
	Iteration 9Q: 3 clusters Score -165489.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -165498.562500 Penalty: 2388.500000
	Iteration 10Q: 3 clusters Score -165498.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -165501.171875 Penalty: 2388.500000
	Iteration 11Q: 3 clusters Score -165501.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -165504.187500 Penalty: 2388.500000
	Iteration 12Q: 3 clusters Score -165504.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -165506.593750 Penalty: 2388.500000
	Iteration 13Q: 3 clusters Score -165506.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -165507.921875 Penalty: 2388.500000
	Iteration 14Q: 3 clusters Score -165507.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -165509.609375 Penalty: 2388.500000
	Iteration 15Q: 3 clusters Score -165509.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -165509.609375 Penalty: 2388.500000
	Iteration 16F: 3 clusters Score -165509.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -55295.648438 Penalty: 1032.585205
	Iteration 0F: 2 clusters Score -55295.65 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 274 members 
Entering Unmasked Estep 
Score: -54158.195312 Penalty: 2065.170410
	Iteration 0F: 3 clusters Score -54158.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -54455.218750 Penalty: 2065.170410
	Iteration 1F: 3 clusters Score -54455.22 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -54648.800781 Penalty: 2065.170410
	Iteration 2F: 3 clusters Score -54648.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -54769.832031 Penalty: 2065.170410
	Iteration 3F: 3 clusters Score -54769.83 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -54863.734375 Penalty: 2065.170410
	Iteration 4F: 3 clusters Score -54863.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -54917.789062 Penalty: 2065.170410
	Iteration 5Q: 3 clusters Score -54917.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -54956.757812 Penalty: 2065.170410
	Iteration 6Q: 3 clusters Score -54956.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -54972.734375 Penalty: 2065.170410
	Iteration 7Q: 3 clusters Score -54972.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -54976.050781 Penalty: 2065.170410
	Iteration 8Q: 3 clusters Score -54976.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -54983.160156 Penalty: 2065.170410
	Iteration 9Q: 3 clusters Score -54983.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -54989.078125 Penalty: 2065.170410
	Iteration 10Q: 3 clusters Score -54989.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -54989.078125 Penalty: 2065.170410
	Iteration 11F: 3 clusters Score -54989.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -281103.093750 Penalty: 1258.562988
	Iteration 0F: 2 clusters Score -281103.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -278808.468750 Penalty: 2517.125977
	Iteration 0F: 3 clusters Score -278808.5 nChanged 839
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: -279285.093750 Penalty: 2517.125977
	Iteration 1F: 3 clusters Score -279285.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -279397.156250 Penalty: 2517.125977
	Iteration 2F: 3 clusters Score -279397.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -279444.187500 Penalty: 2517.125977
	Iteration 3Q: 3 clusters Score -279444.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -279469.156250 Penalty: 2517.125977
	Iteration 4Q: 3 clusters Score -279469.2 nChanged 40
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: -279485.656250 Penalty: 2517.125977
	Iteration 5Q: 3 clusters Score -279485.7 nChanged 27
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: -279496.343750 Penalty: 2517.125977
	Iteration 6Q: 3 clusters Score -279496.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -279505.750000 Penalty: 2517.125977
	Iteration 7Q: 3 clusters Score -279505.8 nChanged 16
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: -279512.468750 Penalty: 2517.125977
	Iteration 8Q: 3 clusters Score -279512.5 nChanged 11
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: -279517.406250 Penalty: 2517.125977
	Iteration 9Q: 3 clusters Score -279517.4 nChanged 10
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: -279522.187500 Penalty: 2517.125977
	Iteration 10Q: 3 clusters Score -279522.2 nChanged 5
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: -279524.312500 Penalty: 2517.125977
	Iteration 11Q: 3 clusters Score -279524.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -279525.812500 Penalty: 2517.125977
	Iteration 12Q: 3 clusters Score -279525.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -279527.968750 Penalty: 2517.125977
	Iteration 13Q: 3 clusters Score -279528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -279530.875000 Penalty: 2517.125977
	Iteration 14Q: 3 clusters Score -279530.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -279535.218750 Penalty: 2517.125977
	Iteration 15Q: 3 clusters Score -279535.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -279537.000000 Penalty: 2517.125977
	Iteration 16Q: 3 clusters Score -279537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -279538.125000 Penalty: 2517.125977
	Iteration 17Q: 3 clusters Score -279538.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -279539.187500 Penalty: 2517.125977
	Iteration 18Q: 3 clusters Score -279539.2 nChanged 3
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: -279539.500000 Penalty: 2517.125977
	Iteration 19Q: 3 clusters Score -279539.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -279540.343750 Penalty: 2517.125977
	Iteration 20F: 3 clusters Score -279540.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -279540.343750 Penalty: 2517.125977
	Iteration 21Q: 3 clusters Score -279540.3 nChanged 1
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: -279540.875000 Penalty: 2517.125977
	Iteration 22Q: 3 clusters Score -279540.9 nChanged 0
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: -279540.875000 Penalty: 2517.125977
	Iteration 23F: 3 clusters Score -279540.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (119969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119969 members 
Entering Unmasked Estep 
Score: -14201640.000000 Penalty: 1900.435547
	Iteration 0F: 2 clusters Score -1.420164e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60019 members 
Mstep: Class 2 contains 59950 members 
Entering Unmasked Estep 
Score: -14127263.000000 Penalty: 3800.871094
	Iteration 0F: 3 clusters Score -1.412726e+07 nChanged 57554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60295 members 
Mstep: Class 2 contains 59674 members 
Entering Unmasked Estep 
Score: -14162106.000000 Penalty: 3800.871094
	Iteration 1F: 3 clusters Score -1.416211e+07 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59675 members 
Mstep: Class 2 contains 60294 members 
Entering Unmasked Estep 
Score: -14164270.000000 Penalty: 3800.871094
	Iteration 2Q: 3 clusters Score -1.416427e+07 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58636 members 
Mstep: Class 2 contains 61333 members 
Entering Unmasked Estep 
Score: -14168559.000000 Penalty: 3800.871094
	Iteration 3F: 3 clusters Score -1.416856e+07 nChanged 8292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57244 members 
Mstep: Class 2 contains 62725 members 
Entering Unmasked Estep 
Score: -14176851.000000 Penalty: 3800.871094
	Iteration 4F: 3 clusters Score -1.417685e+07 nChanged 10069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56217 members 
Mstep: Class 2 contains 63752 members 
Entering Unmasked Estep 
Score: -14190007.000000 Penalty: 3800.871094
	Iteration 5F: 3 clusters Score -1.419001e+07 nChanged 9130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55717 members 
Mstep: Class 2 contains 64252 members 
Entering Unmasked Estep 
Score: -14198791.000000 Penalty: 3800.871094
	Iteration 6F: 3 clusters Score -1.419879e+07 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55199 members 
Mstep: Class 2 contains 64770 members 
Entering Unmasked Estep 
Score: -14201818.000000 Penalty: 3800.871094
	Iteration 7Q: 3 clusters Score -1.420182e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54709 members 
Mstep: Class 2 contains 65260 members 
Entering Unmasked Estep 
Score: -14203344.000000 Penalty: 3800.871094
	Iteration 8Q: 3 clusters Score -1.420334e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54395 members 
Mstep: Class 2 contains 65574 members 
Entering Unmasked Estep 
Score: -14204082.000000 Penalty: 3800.871094
	Iteration 9Q: 3 clusters Score -1.420408e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53865 members 
Mstep: Class 2 contains 66104 members 
Entering Unmasked Estep 
Score: -14204366.000000 Penalty: 3800.871094
	Iteration 10Q: 3 clusters Score -1.420437e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53507 members 
Mstep: Class 2 contains 66462 members 
Entering Unmasked Estep 
Score: -14204546.000000 Penalty: 3800.871094
	Iteration 11Q: 3 clusters Score -1.420455e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53089 members 
Mstep: Class 2 contains 66880 members 
Entering Unmasked Estep 
Score: -14204562.000000 Penalty: 3800.871094
	Iteration 12Q: 3 clusters Score -1.420456e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52913 members 
Mstep: Class 2 contains 67056 members 
Entering Unmasked Estep 
Score: -14204600.000000 Penalty: 3800.871094
	Iteration 13Q: 3 clusters Score -1.42046e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52693 members 
Mstep: Class 2 contains 67276 members 
Entering Unmasked Estep 
Score: -14204636.000000 Penalty: 3800.871094
	Iteration 14Q: 3 clusters Score -1.420464e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52362 members 
Mstep: Class 2 contains 67607 members 
Entering Unmasked Estep 
Score: -14204638.000000 Penalty: 3800.871094
	Iteration 15Q: 3 clusters Score -1.420464e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52079 members 
Mstep: Class 2 contains 67890 members 
Entering Unmasked Estep 
Score: -14204612.000000 Penalty: 3800.871094
	Iteration 16Q: 3 clusters Score -1.420461e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52040 members 
Mstep: Class 2 contains 67929 members 
Entering Unmasked Estep 
Score: -14204611.000000 Penalty: 3800.871094
	Iteration 17Q: 3 clusters Score -1.420461e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51899 members 
Mstep: Class 2 contains 68070 members 
Entering Unmasked Estep 
Score: -14204591.000000 Penalty: 3800.871094
	Iteration 18Q: 3 clusters Score -1.420459e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51702 members 
Mstep: Class 2 contains 68267 members 
Entering Unmasked Estep 
Score: -14204607.000000 Penalty: 3800.871094
	Iteration 19Q: 3 clusters Score -1.420461e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51579 members 
Mstep: Class 2 contains 68390 members 
Entering Unmasked Estep 
Score: -14204648.000000 Penalty: 3800.871094
	Iteration 20F: 3 clusters Score -1.420465e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51428 members 
Mstep: Class 2 contains 68541 members 
Entering Unmasked Estep 
Score: -14204608.000000 Penalty: 3800.871094
	Iteration 21Q: 3 clusters Score -1.420461e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51320 members 
Mstep: Class 2 contains 68649 members 
Entering Unmasked Estep 
Score: -14204616.000000 Penalty: 3800.871094
	Iteration 22Q: 3 clusters Score -1.420462e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51270 members 
Mstep: Class 2 contains 68699 members 
Entering Unmasked Estep 
Score: -14204659.000000 Penalty: 3800.871094
	Iteration 23Q: 3 clusters Score -1.420466e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51167 members 
Mstep: Class 2 contains 68802 members 
Entering Unmasked Estep 
Score: -14204665.000000 Penalty: 3800.871094
	Iteration 24Q: 3 clusters Score -1.420466e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51144 members 
Mstep: Class 2 contains 68825 members 
Entering Unmasked Estep 
Score: -14204662.000000 Penalty: 3800.871094
	Iteration 25Q: 3 clusters Score -1.420466e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51085 members 
Mstep: Class 2 contains 68884 members 
Entering Unmasked Estep 
Score: -14204650.000000 Penalty: 3800.871094
	Iteration 26Q: 3 clusters Score -1.420465e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51076 members 
Mstep: Class 2 contains 68893 members 
Entering Unmasked Estep 
Score: -14204649.000000 Penalty: 3800.871094
	Iteration 27Q: 3 clusters Score -1.420465e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51044 members 
Mstep: Class 2 contains 68925 members 
Entering Unmasked Estep 
Score: -14204629.000000 Penalty: 3800.871094
	Iteration 28Q: 3 clusters Score -1.420463e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50974 members 
Mstep: Class 2 contains 68995 members 
Entering Unmasked Estep 
Score: -14204653.000000 Penalty: 3800.871094
	Iteration 29Q: 3 clusters Score -1.420465e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50797 members 
Mstep: Class 2 contains 69172 members 
Entering Unmasked Estep 
Score: -14204639.000000 Penalty: 3800.871094
	Iteration 30Q: 3 clusters Score -1.420464e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50635 members 
Mstep: Class 2 contains 69334 members 
Entering Unmasked Estep 
Score: -14204598.000000 Penalty: 3800.871094
	Iteration 31Q: 3 clusters Score -1.42046e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50460 members 
Mstep: Class 2 contains 69509 members 
Entering Unmasked Estep 
Score: -14204618.000000 Penalty: 3800.871094
	Iteration 32Q: 3 clusters Score -1.420462e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50351 members 
Mstep: Class 2 contains 69618 members 
Entering Unmasked Estep 
Score: -14204569.000000 Penalty: 3800.871094
	Iteration 33Q: 3 clusters Score -1.420457e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50186 members 
Mstep: Class 2 contains 69783 members 
Entering Unmasked Estep 
Score: -14204559.000000 Penalty: 3800.871094
	Iteration 34Q: 3 clusters Score -1.420456e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50132 members 
Mstep: Class 2 contains 69837 members 
Entering Unmasked Estep 
Score: -14204556.000000 Penalty: 3800.871094
	Iteration 35Q: 3 clusters Score -1.420456e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50074 members 
Mstep: Class 2 contains 69895 members 
Entering Unmasked Estep 
Score: -14204572.000000 Penalty: 3800.871094
	Iteration 36Q: 3 clusters Score -1.420457e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49955 members 
Mstep: Class 2 contains 70014 members 
Entering Unmasked Estep 
Score: -14204589.000000 Penalty: 3800.871094
	Iteration 37Q: 3 clusters Score -1.420459e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49794 members 
Mstep: Class 2 contains 70175 members 
Entering Unmasked Estep 
Score: -14204596.000000 Penalty: 3800.871094
	Iteration 38Q: 3 clusters Score -1.42046e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49766 members 
Mstep: Class 2 contains 70203 members 
Entering Unmasked Estep 
Score: -14204594.000000 Penalty: 3800.871094
	Iteration 39Q: 3 clusters Score -1.420459e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49805 members 
Mstep: Class 2 contains 70164 members 
Entering Unmasked Estep 
Score: -14204609.000000 Penalty: 3800.871094
	Iteration 40F: 3 clusters Score -1.420461e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49851 members 
Mstep: Class 2 contains 70118 members 
Entering Unmasked Estep 
Score: -14204597.000000 Penalty: 3800.871094
	Iteration 41Q: 3 clusters Score -1.42046e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49834 members 
Mstep: Class 2 contains 70135 members 
Entering Unmasked Estep 
Score: -14204585.000000 Penalty: 3800.871094
	Iteration 42Q: 3 clusters Score -1.420458e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49818 members 
Mstep: Class 2 contains 70151 members 
Entering Unmasked Estep 
Score: -14204586.000000 Penalty: 3800.871094
	Iteration 43Q: 3 clusters Score -1.420459e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49820 members 
Mstep: Class 2 contains 70149 members 
Entering Unmasked Estep 
Score: -14204602.000000 Penalty: 3800.871094
	Iteration 44Q: 3 clusters Score -1.42046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49823 members 
Mstep: Class 2 contains 70146 members 
Entering Unmasked Estep 
Score: -14204608.000000 Penalty: 3800.871094
	Iteration 45Q: 3 clusters Score -1.420461e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49828 members 
Mstep: Class 2 contains 70141 members 
Entering Unmasked Estep 
Score: -14204595.000000 Penalty: 3800.871094
	Iteration 46Q: 3 clusters Score -1.42046e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49827 members 
Mstep: Class 2 contains 70142 members 
Entering Unmasked Estep 
Score: -14204585.000000 Penalty: 3800.871094
	Iteration 47Q: 3 clusters Score -1.420458e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49821 members 
Mstep: Class 2 contains 70148 members 
Entering Unmasked Estep 
Score: -14204581.000000 Penalty: 3800.871094
	Iteration 48Q: 3 clusters Score -1.420458e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49825 members 
Mstep: Class 2 contains 70144 members 
Entering Unmasked Estep 
Score: -14204588.000000 Penalty: 3800.871094
	Iteration 49Q: 3 clusters Score -1.420459e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49834 members 
Mstep: Class 2 contains 70135 members 
Entering Unmasked Estep 
Score: -14204588.000000 Penalty: 3800.871094
	Iteration 50Q: 3 clusters Score -1.420459e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49837 members 
Mstep: Class 2 contains 70132 members 
Entering Unmasked Estep 
Score: -14204599.000000 Penalty: 3800.871094
	Iteration 51Q: 3 clusters Score -1.42046e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49836 members 
Mstep: Class 2 contains 70133 members 
Entering Unmasked Estep 
Score: -14204604.000000 Penalty: 3800.871094
	Iteration 52Q: 3 clusters Score -1.42046e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49836 members 
Mstep: Class 2 contains 70133 members 
Entering Unmasked Estep 
Score: -14204604.000000 Penalty: 3800.871094
	Iteration 53F: 3 clusters Score -1.42046e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 99116 members 
Mstep: Class 2 contains 45263 members 
Mstep: Class 3 contains 3971 members 
Mstep: Class 4 contains 11418 members 
Mstep: Class 5 contains 59256 members 
Mstep: Class 6 contains 42075 members 
Mstep: Class 7 contains 460 members 
Mstep: Class 8 contains 98136 members 
Mstep: Class 9 contains 197307 members 
Mstep: Class 10 contains 66273 members 
Mstep: Class 11 contains 7019 members 
Mstep: Class 12 contains 9629 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 763 members 
Mstep: Class 15 contains 2209 members 
Mstep: Class 16 contains 17551 members 
Mstep: Class 17 contains 15723 members 
Mstep: Class 18 contains 12840 members 
Mstep: Class 19 contains 93388 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 513 members 
Mstep: Class 22 contains 1555 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 49836 members 
Mstep: Class 26 contains 210 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 105694 members 
Mstep: Class 29 contains 84527 members 
Mstep: Class 30 contains 80564 members 
Mstep: Class 31 contains 54931 members 
Mstep: Class 32 contains 110810 members 
Mstep: Class 33 contains 364 members 
Mstep: Class 34 contains 3771 members 
Mstep: Class 35 contains 1156 members 
Mstep: Class 36 contains 29045 members 
Mstep: Class 37 contains 72201 members 
Mstep: Class 38 contains 409 members 
Mstep: Class 39 contains 1157 members 
Mstep: Class 40 contains 33787 members 
Mstep: Class 41 contains 29074 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 96457 members 
Mstep: Class 44 contains 98330 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 513 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 336 members 
Mstep: Class 49 contains 9100 members 
Mstep: Class 50 contains 70133 members 
Entering Unmasked Estep 
Score: -194696944.000000 Penalty: 116671.015625
Splitting cluster 25 changes total score from -194694624.000000 to -194696944.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 26 (210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Entering Unmasked Estep 
Score: -11342.041992 Penalty: 868.904968
	Iteration 0F: 2 clusters Score -11342.04 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 103 members 
Entering Unmasked Estep 
Score: -10676.750000 Penalty: 1737.809937
	Iteration 0F: 3 clusters Score -10676.75 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -10863.810547 Penalty: 1737.809937
	Iteration 1F: 3 clusters Score -10863.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -10932.101562 Penalty: 1737.809937
	Iteration 2F: 3 clusters Score -10932.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -10972.047852 Penalty: 1737.809937
	Iteration 3Q: 3 clusters Score -10972.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10991.515625 Penalty: 1737.809937
	Iteration 4Q: 3 clusters Score -10991.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -10991.911133 Penalty: 1737.809937
	Iteration 5Q: 3 clusters Score -10991.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -10991.911133 Penalty: 1737.809937
	Iteration 6F: 3 clusters Score -10991.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Entering Unmasked Estep 
Score: -42631.531250 Penalty: 1001.196167
	Iteration 0F: 2 clusters Score -42631.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -41651.828125 Penalty: 2002.392334
	Iteration 0F: 3 clusters Score -41651.83 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -41865.636719 Penalty: 2002.392334
	Iteration 1F: 3 clusters Score -41865.64 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -41985.218750 Penalty: 2002.392334
	Iteration 2F: 3 clusters Score -41985.22 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -42028.183594 Penalty: 2002.392334
	Iteration 3F: 3 clusters Score -42028.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -42049.734375 Penalty: 2002.392334
	Iteration 4Q: 3 clusters Score -42049.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -42084.851562 Penalty: 2002.392334
	Iteration 5Q: 3 clusters Score -42084.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -42128.835938 Penalty: 2002.392334
	Iteration 6Q: 3 clusters Score -42128.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -42164.441406 Penalty: 2002.392334
	Iteration 7Q: 3 clusters Score -42164.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -42181.128906 Penalty: 2002.392334
	Iteration 8Q: 3 clusters Score -42181.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -42183.707031 Penalty: 2002.392334
	Iteration 9Q: 3 clusters Score -42183.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -42185.414062 Penalty: 2002.392334
	Iteration 10Q: 3 clusters Score -42185.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -42185.414062 Penalty: 2002.392334
	Iteration 11F: 3 clusters Score -42185.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (105694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105694 members 
Entering Unmasked Estep 
Score: -12570262.000000 Penalty: 1879.849243
	Iteration 0F: 2 clusters Score -1.257026e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52958 members 
Mstep: Class 2 contains 52736 members 
Entering Unmasked Estep 
Score: -12502578.000000 Penalty: 3759.698486
	Iteration 0F: 3 clusters Score -1.250258e+07 nChanged 50739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54659 members 
Mstep: Class 2 contains 51035 members 
Entering Unmasked Estep 
Score: -12532598.000000 Penalty: 3759.698486
	Iteration 1F: 3 clusters Score -1.25326e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55464 members 
Mstep: Class 2 contains 50230 members 
Entering Unmasked Estep 
Score: -12533611.000000 Penalty: 3759.698486
	Iteration 2Q: 3 clusters Score -1.253361e+07 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56586 members 
Mstep: Class 2 contains 49108 members 
Entering Unmasked Estep 
Score: -12535051.000000 Penalty: 3759.698486
	Iteration 3Q: 3 clusters Score -1.253505e+07 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58061 members 
Mstep: Class 2 contains 47633 members 
Entering Unmasked Estep 
Score: -12537390.000000 Penalty: 3759.698486
	Iteration 4Q: 3 clusters Score -1.253739e+07 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59851 members 
Mstep: Class 2 contains 45843 members 
Entering Unmasked Estep 
Score: -12541373.000000 Penalty: 3759.698486
	Iteration 5F: 3 clusters Score -1.254137e+07 nChanged 7173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61598 members 
Mstep: Class 2 contains 44096 members 
Entering Unmasked Estep 
Score: -12548313.000000 Penalty: 3759.698486
	Iteration 6F: 3 clusters Score -1.254831e+07 nChanged 8006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62478 members 
Mstep: Class 2 contains 43216 members 
Entering Unmasked Estep 
Score: -12556442.000000 Penalty: 3759.698486
	Iteration 7F: 3 clusters Score -1.255644e+07 nChanged 6812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62382 members 
Mstep: Class 2 contains 43312 members 
Entering Unmasked Estep 
Score: -12561376.000000 Penalty: 3759.698486
	Iteration 8F: 3 clusters Score -1.256138e+07 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62163 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -12563195.000000 Penalty: 3759.698486
	Iteration 9Q: 3 clusters Score -1.25632e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61857 members 
Mstep: Class 2 contains 43837 members 
Entering Unmasked Estep 
Score: -12564242.000000 Penalty: 3759.698486
	Iteration 10Q: 3 clusters Score -1.256424e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61479 members 
Mstep: Class 2 contains 44215 members 
Entering Unmasked Estep 
Score: -12565064.000000 Penalty: 3759.698486
	Iteration 11Q: 3 clusters Score -1.256506e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61042 members 
Mstep: Class 2 contains 44652 members 
Entering Unmasked Estep 
Score: -12565625.000000 Penalty: 3759.698486
	Iteration 12Q: 3 clusters Score -1.256562e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60531 members 
Mstep: Class 2 contains 45163 members 
Entering Unmasked Estep 
Score: -12566070.000000 Penalty: 3759.698486
	Iteration 13Q: 3 clusters Score -1.256607e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60067 members 
Mstep: Class 2 contains 45627 members 
Entering Unmasked Estep 
Score: -12566435.000000 Penalty: 3759.698486
	Iteration 14Q: 3 clusters Score -1.256644e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59577 members 
Mstep: Class 2 contains 46117 members 
Entering Unmasked Estep 
Score: -12566719.000000 Penalty: 3759.698486
	Iteration 15Q: 3 clusters Score -1.256672e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59207 members 
Mstep: Class 2 contains 46487 members 
Entering Unmasked Estep 
Score: -12566917.000000 Penalty: 3759.698486
	Iteration 16Q: 3 clusters Score -1.256692e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58842 members 
Mstep: Class 2 contains 46852 members 
Entering Unmasked Estep 
Score: -12566985.000000 Penalty: 3759.698486
	Iteration 17Q: 3 clusters Score -1.256698e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58467 members 
Mstep: Class 2 contains 47227 members 
Entering Unmasked Estep 
Score: -12567134.000000 Penalty: 3759.698486
	Iteration 18Q: 3 clusters Score -1.256713e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58195 members 
Mstep: Class 2 contains 47499 members 
Entering Unmasked Estep 
Score: -12567239.000000 Penalty: 3759.698486
	Iteration 19Q: 3 clusters Score -1.256724e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57932 members 
Mstep: Class 2 contains 47762 members 
Entering Unmasked Estep 
Score: -12567327.000000 Penalty: 3759.698486
	Iteration 20F: 3 clusters Score -1.256733e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57696 members 
Mstep: Class 2 contains 47998 members 
Entering Unmasked Estep 
Score: -12567313.000000 Penalty: 3759.698486
	Iteration 21Q: 3 clusters Score -1.256731e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57523 members 
Mstep: Class 2 contains 48171 members 
Entering Unmasked Estep 
Score: -12567382.000000 Penalty: 3759.698486
	Iteration 22Q: 3 clusters Score -1.256738e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57318 members 
Mstep: Class 2 contains 48376 members 
Entering Unmasked Estep 
Score: -12567377.000000 Penalty: 3759.698486
	Iteration 23Q: 3 clusters Score -1.256738e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57128 members 
Mstep: Class 2 contains 48566 members 
Entering Unmasked Estep 
Score: -12567370.000000 Penalty: 3759.698486
	Iteration 24Q: 3 clusters Score -1.256737e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56949 members 
Mstep: Class 2 contains 48745 members 
Entering Unmasked Estep 
Score: -12567349.000000 Penalty: 3759.698486
	Iteration 25Q: 3 clusters Score -1.256735e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56784 members 
Mstep: Class 2 contains 48910 members 
Entering Unmasked Estep 
Score: -12567382.000000 Penalty: 3759.698486
	Iteration 26Q: 3 clusters Score -1.256738e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56563 members 
Mstep: Class 2 contains 49131 members 
Entering Unmasked Estep 
Score: -12567401.000000 Penalty: 3759.698486
	Iteration 27Q: 3 clusters Score -1.25674e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56370 members 
Mstep: Class 2 contains 49324 members 
Entering Unmasked Estep 
Score: -12567403.000000 Penalty: 3759.698486
	Iteration 28Q: 3 clusters Score -1.25674e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56176 members 
Mstep: Class 2 contains 49518 members 
Entering Unmasked Estep 
Score: -12567413.000000 Penalty: 3759.698486
	Iteration 29Q: 3 clusters Score -1.256741e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55976 members 
Mstep: Class 2 contains 49718 members 
Entering Unmasked Estep 
Score: -12567402.000000 Penalty: 3759.698486
	Iteration 30Q: 3 clusters Score -1.25674e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55756 members 
Mstep: Class 2 contains 49938 members 
Entering Unmasked Estep 
Score: -12567388.000000 Penalty: 3759.698486
	Iteration 31Q: 3 clusters Score -1.256739e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55553 members 
Mstep: Class 2 contains 50141 members 
Entering Unmasked Estep 
Score: -12567409.000000 Penalty: 3759.698486
	Iteration 32Q: 3 clusters Score -1.256741e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55376 members 
Mstep: Class 2 contains 50318 members 
Entering Unmasked Estep 
Score: -12567414.000000 Penalty: 3759.698486
	Iteration 33Q: 3 clusters Score -1.256741e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55145 members 
Mstep: Class 2 contains 50549 members 
Entering Unmasked Estep 
Score: -12567385.000000 Penalty: 3759.698486
	Iteration 34Q: 3 clusters Score -1.256738e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54887 members 
Mstep: Class 2 contains 50807 members 
Entering Unmasked Estep 
Score: -12567384.000000 Penalty: 3759.698486
	Iteration 35Q: 3 clusters Score -1.256738e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54614 members 
Mstep: Class 2 contains 51080 members 
Entering Unmasked Estep 
Score: -12567384.000000 Penalty: 3759.698486
	Iteration 36Q: 3 clusters Score -1.256738e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54350 members 
Mstep: Class 2 contains 51344 members 
Entering Unmasked Estep 
Score: -12567422.000000 Penalty: 3759.698486
	Iteration 37Q: 3 clusters Score -1.256742e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54018 members 
Mstep: Class 2 contains 51676 members 
Entering Unmasked Estep 
Score: -12567435.000000 Penalty: 3759.698486
	Iteration 38Q: 3 clusters Score -1.256744e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53669 members 
Mstep: Class 2 contains 52025 members 
Entering Unmasked Estep 
Score: -12567473.000000 Penalty: 3759.698486
	Iteration 39Q: 3 clusters Score -1.256747e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53311 members 
Mstep: Class 2 contains 52383 members 
Entering Unmasked Estep 
Score: -12567465.000000 Penalty: 3759.698486
	Iteration 40F: 3 clusters Score -1.256746e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52878 members 
Mstep: Class 2 contains 52816 members 
Entering Unmasked Estep 
Score: -12567455.000000 Penalty: 3759.698486
	Iteration 41Q: 3 clusters Score -1.256746e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52443 members 
Mstep: Class 2 contains 53251 members 
Entering Unmasked Estep 
Score: -12567476.000000 Penalty: 3759.698486
	Iteration 42Q: 3 clusters Score -1.256748e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51959 members 
Mstep: Class 2 contains 53735 members 
Entering Unmasked Estep 
Score: -12567513.000000 Penalty: 3759.698486
	Iteration 43Q: 3 clusters Score -1.256751e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51406 members 
Mstep: Class 2 contains 54288 members 
Entering Unmasked Estep 
Score: -12567515.000000 Penalty: 3759.698486
	Iteration 44Q: 3 clusters Score -1.256752e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50935 members 
Mstep: Class 2 contains 54759 members 
Entering Unmasked Estep 
Score: -12567525.000000 Penalty: 3759.698486
	Iteration 45Q: 3 clusters Score -1.256752e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50513 members 
Mstep: Class 2 contains 55181 members 
Entering Unmasked Estep 
Score: -12567528.000000 Penalty: 3759.698486
	Iteration 46Q: 3 clusters Score -1.256753e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50106 members 
Mstep: Class 2 contains 55588 members 
Entering Unmasked Estep 
Score: -12567541.000000 Penalty: 3759.698486
	Iteration 47Q: 3 clusters Score -1.256754e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49720 members 
Mstep: Class 2 contains 55974 members 
Entering Unmasked Estep 
Score: -12567557.000000 Penalty: 3759.698486
	Iteration 48Q: 3 clusters Score -1.256756e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49337 members 
Mstep: Class 2 contains 56357 members 
Entering Unmasked Estep 
Score: -12567577.000000 Penalty: 3759.698486
	Iteration 49Q: 3 clusters Score -1.256758e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48883 members 
Mstep: Class 2 contains 56811 members 
Entering Unmasked Estep 
Score: -12567597.000000 Penalty: 3759.698486
	Iteration 50Q: 3 clusters Score -1.25676e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48400 members 
Mstep: Class 2 contains 57294 members 
Entering Unmasked Estep 
Score: -12567635.000000 Penalty: 3759.698486
	Iteration 51Q: 3 clusters Score -1.256764e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47937 members 
Mstep: Class 2 contains 57757 members 
Entering Unmasked Estep 
Score: -12567623.000000 Penalty: 3759.698486
	Iteration 52Q: 3 clusters Score -1.256762e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47487 members 
Mstep: Class 2 contains 58207 members 
Entering Unmasked Estep 
Score: -12567598.000000 Penalty: 3759.698486
	Iteration 53Q: 3 clusters Score -1.25676e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47078 members 
Mstep: Class 2 contains 58616 members 
Entering Unmasked Estep 
Score: -12567636.000000 Penalty: 3759.698486
	Iteration 54Q: 3 clusters Score -1.256764e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46698 members 
Mstep: Class 2 contains 58996 members 
Entering Unmasked Estep 
Score: -12567651.000000 Penalty: 3759.698486
	Iteration 55Q: 3 clusters Score -1.256765e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46397 members 
Mstep: Class 2 contains 59297 members 
Entering Unmasked Estep 
Score: -12567630.000000 Penalty: 3759.698486
	Iteration 56Q: 3 clusters Score -1.256763e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46126 members 
Mstep: Class 2 contains 59568 members 
Entering Unmasked Estep 
Score: -12567659.000000 Penalty: 3759.698486
	Iteration 57Q: 3 clusters Score -1.256766e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45865 members 
Mstep: Class 2 contains 59829 members 
Entering Unmasked Estep 
Score: -12567651.000000 Penalty: 3759.698486
	Iteration 58Q: 3 clusters Score -1.256765e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45615 members 
Mstep: Class 2 contains 60079 members 
Entering Unmasked Estep 
Score: -12567625.000000 Penalty: 3759.698486
	Iteration 59Q: 3 clusters Score -1.256762e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45402 members 
Mstep: Class 2 contains 60292 members 
Entering Unmasked Estep 
Score: -12567615.000000 Penalty: 3759.698486
	Iteration 60F: 3 clusters Score -1.256762e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45235 members 
Mstep: Class 2 contains 60459 members 
Entering Unmasked Estep 
Score: -12567601.000000 Penalty: 3759.698486
	Iteration 61Q: 3 clusters Score -1.25676e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45057 members 
Mstep: Class 2 contains 60637 members 
Entering Unmasked Estep 
Score: -12567595.000000 Penalty: 3759.698486
	Iteration 62Q: 3 clusters Score -1.25676e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44901 members 
Mstep: Class 2 contains 60793 members 
Entering Unmasked Estep 
Score: -12567613.000000 Penalty: 3759.698486
	Iteration 63Q: 3 clusters Score -1.256761e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44750 members 
Mstep: Class 2 contains 60944 members 
Entering Unmasked Estep 
Score: -12567607.000000 Penalty: 3759.698486
	Iteration 64Q: 3 clusters Score -1.256761e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44595 members 
Mstep: Class 2 contains 61099 members 
Entering Unmasked Estep 
Score: -12567603.000000 Penalty: 3759.698486
	Iteration 65Q: 3 clusters Score -1.25676e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44481 members 
Mstep: Class 2 contains 61213 members 
Entering Unmasked Estep 
Score: -12567573.000000 Penalty: 3759.698486
	Iteration 66Q: 3 clusters Score -1.256757e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44341 members 
Mstep: Class 2 contains 61353 members 
Entering Unmasked Estep 
Score: -12567569.000000 Penalty: 3759.698486
	Iteration 67Q: 3 clusters Score -1.256757e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44189 members 
Mstep: Class 2 contains 61505 members 
Entering Unmasked Estep 
Score: -12567611.000000 Penalty: 3759.698486
	Iteration 68Q: 3 clusters Score -1.256761e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44020 members 
Mstep: Class 2 contains 61674 members 
Entering Unmasked Estep 
Score: -12567643.000000 Penalty: 3759.698486
	Iteration 69Q: 3 clusters Score -1.256764e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43857 members 
Mstep: Class 2 contains 61837 members 
Entering Unmasked Estep 
Score: -12567686.000000 Penalty: 3759.698486
	Iteration 70Q: 3 clusters Score -1.256769e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43732 members 
Mstep: Class 2 contains 61962 members 
Entering Unmasked Estep 
Score: -12567657.000000 Penalty: 3759.698486
	Iteration 71Q: 3 clusters Score -1.256766e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43609 members 
Mstep: Class 2 contains 62085 members 
Entering Unmasked Estep 
Score: -12567665.000000 Penalty: 3759.698486
	Iteration 72Q: 3 clusters Score -1.256766e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43483 members 
Mstep: Class 2 contains 62211 members 
Entering Unmasked Estep 
Score: -12567666.000000 Penalty: 3759.698486
	Iteration 73Q: 3 clusters Score -1.256767e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43304 members 
Mstep: Class 2 contains 62390 members 
Entering Unmasked Estep 
Score: -12567665.000000 Penalty: 3759.698486
	Iteration 74Q: 3 clusters Score -1.256766e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43109 members 
Mstep: Class 2 contains 62585 members 
Entering Unmasked Estep 
Score: -12567679.000000 Penalty: 3759.698486
	Iteration 75Q: 3 clusters Score -1.256768e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42931 members 
Mstep: Class 2 contains 62763 members 
Entering Unmasked Estep 
Score: -12567705.000000 Penalty: 3759.698486
	Iteration 76Q: 3 clusters Score -1.25677e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42792 members 
Mstep: Class 2 contains 62902 members 
Entering Unmasked Estep 
Score: -12567689.000000 Penalty: 3759.698486
	Iteration 77Q: 3 clusters Score -1.256769e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42671 members 
Mstep: Class 2 contains 63023 members 
Entering Unmasked Estep 
Score: -12567697.000000 Penalty: 3759.698486
	Iteration 78Q: 3 clusters Score -1.25677e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42491 members 
Mstep: Class 2 contains 63203 members 
Entering Unmasked Estep 
Score: -12567708.000000 Penalty: 3759.698486
	Iteration 79Q: 3 clusters Score -1.256771e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42281 members 
Mstep: Class 2 contains 63413 members 
Entering Unmasked Estep 
Score: -12567713.000000 Penalty: 3759.698486
	Iteration 80F: 3 clusters Score -1.256771e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 63608 members 
Entering Unmasked Estep 
Score: -12567674.000000 Penalty: 3759.698486
	Iteration 81Q: 3 clusters Score -1.256767e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41876 members 
Mstep: Class 2 contains 63818 members 
Entering Unmasked Estep 
Score: -12567713.000000 Penalty: 3759.698486
	Iteration 82Q: 3 clusters Score -1.256771e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41655 members 
Mstep: Class 2 contains 64039 members 
Entering Unmasked Estep 
Score: -12567751.000000 Penalty: 3759.698486
	Iteration 83Q: 3 clusters Score -1.256775e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41452 members 
Mstep: Class 2 contains 64242 members 
Entering Unmasked Estep 
Score: -12567768.000000 Penalty: 3759.698486
	Iteration 84Q: 3 clusters Score -1.256777e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41289 members 
Mstep: Class 2 contains 64405 members 
Entering Unmasked Estep 
Score: -12567766.000000 Penalty: 3759.698486
	Iteration 85Q: 3 clusters Score -1.256777e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Mstep: Class 2 contains 64577 members 
Entering Unmasked Estep 
Score: -12567748.000000 Penalty: 3759.698486
	Iteration 86Q: 3 clusters Score -1.256775e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40968 members 
Mstep: Class 2 contains 64726 members 
Entering Unmasked Estep 
Score: -12567725.000000 Penalty: 3759.698486
	Iteration 87Q: 3 clusters Score -1.256772e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 64894 members 
Entering Unmasked Estep 
Score: -12567732.000000 Penalty: 3759.698486
	Iteration 88Q: 3 clusters Score -1.256773e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40622 members 
Mstep: Class 2 contains 65072 members 
Entering Unmasked Estep 
Score: -12567742.000000 Penalty: 3759.698486
	Iteration 89Q: 3 clusters Score -1.256774e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40482 members 
Mstep: Class 2 contains 65212 members 
Entering Unmasked Estep 
Score: -12567732.000000 Penalty: 3759.698486
	Iteration 90Q: 3 clusters Score -1.256773e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40364 members 
Mstep: Class 2 contains 65330 members 
Entering Unmasked Estep 
Score: -12567736.000000 Penalty: 3759.698486
	Iteration 91Q: 3 clusters Score -1.256774e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 65472 members 
Entering Unmasked Estep 
Score: -12567757.000000 Penalty: 3759.698486
	Iteration 92Q: 3 clusters Score -1.256776e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40135 members 
Mstep: Class 2 contains 65559 members 
Entering Unmasked Estep 
Score: -12567774.000000 Penalty: 3759.698486
	Iteration 93Q: 3 clusters Score -1.256777e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40058 members 
Mstep: Class 2 contains 65636 members 
Entering Unmasked Estep 
Score: -12567818.000000 Penalty: 3759.698486
	Iteration 94Q: 3 clusters Score -1.256782e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39959 members 
Mstep: Class 2 contains 65735 members 
Entering Unmasked Estep 
Score: -12567808.000000 Penalty: 3759.698486
	Iteration 95Q: 3 clusters Score -1.256781e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39885 members 
Mstep: Class 2 contains 65809 members 
Entering Unmasked Estep 
Score: -12567787.000000 Penalty: 3759.698486
	Iteration 96Q: 3 clusters Score -1.256779e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39794 members 
Mstep: Class 2 contains 65900 members 
Entering Unmasked Estep 
Score: -12567794.000000 Penalty: 3759.698486
	Iteration 97Q: 3 clusters Score -1.256779e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 65988 members 
Entering Unmasked Estep 
Score: -12567778.000000 Penalty: 3759.698486
	Iteration 98Q: 3 clusters Score -1.256778e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39604 members 
Mstep: Class 2 contains 66090 members 
Entering Unmasked Estep 
Score: -12567761.000000 Penalty: 3759.698486
	Iteration 99Q: 3 clusters Score -1.256776e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39509 members 
Mstep: Class 2 contains 66185 members 
Entering Unmasked Estep 
Score: -12567759.000000 Penalty: 3759.698486
	Iteration 100F: 3 clusters Score -1.256776e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39435 members 
Mstep: Class 2 contains 66259 members 
Entering Unmasked Estep 
Score: -12567779.000000 Penalty: 3759.698486
	Iteration 101Q: 3 clusters Score -1.256778e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 66320 members 
Entering Unmasked Estep 
Score: -12567776.000000 Penalty: 3759.698486
	Iteration 102Q: 3 clusters Score -1.256778e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39329 members 
Mstep: Class 2 contains 66365 members 
Entering Unmasked Estep 
Score: -12567766.000000 Penalty: 3759.698486
	Iteration 103Q: 3 clusters Score -1.256777e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39286 members 
Mstep: Class 2 contains 66408 members 
Entering Unmasked Estep 
Score: -12567769.000000 Penalty: 3759.698486
	Iteration 104Q: 3 clusters Score -1.256777e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39250 members 
Mstep: Class 2 contains 66444 members 
Entering Unmasked Estep 
Score: -12567771.000000 Penalty: 3759.698486
	Iteration 105Q: 3 clusters Score -1.256777e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39197 members 
Mstep: Class 2 contains 66497 members 
Entering Unmasked Estep 
Score: -12567770.000000 Penalty: 3759.698486
	Iteration 106Q: 3 clusters Score -1.256777e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39127 members 
Mstep: Class 2 contains 66567 members 
Entering Unmasked Estep 
Score: -12567773.000000 Penalty: 3759.698486
	Iteration 107Q: 3 clusters Score -1.256777e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39068 members 
Mstep: Class 2 contains 66626 members 
Entering Unmasked Estep 
Score: -12567762.000000 Penalty: 3759.698486
	Iteration 108Q: 3 clusters Score -1.256776e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 66662 members 
Entering Unmasked Estep 
Score: -12567762.000000 Penalty: 3759.698486
	Iteration 109Q: 3 clusters Score -1.256776e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39000 members 
Mstep: Class 2 contains 66694 members 
Entering Unmasked Estep 
Score: -12567758.000000 Penalty: 3759.698486
	Iteration 110Q: 3 clusters Score -1.256776e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38965 members 
Mstep: Class 2 contains 66729 members 
Entering Unmasked Estep 
Score: -12567760.000000 Penalty: 3759.698486
	Iteration 111Q: 3 clusters Score -1.256776e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38938 members 
Mstep: Class 2 contains 66756 members 
Entering Unmasked Estep 
Score: -12567784.000000 Penalty: 3759.698486
	Iteration 112Q: 3 clusters Score -1.256778e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38905 members 
Mstep: Class 2 contains 66789 members 
Entering Unmasked Estep 
Score: -12567779.000000 Penalty: 3759.698486
	Iteration 113Q: 3 clusters Score -1.256778e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38842 members 
Mstep: Class 2 contains 66852 members 
Entering Unmasked Estep 
Score: -12567799.000000 Penalty: 3759.698486
	Iteration 114Q: 3 clusters Score -1.25678e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38816 members 
Mstep: Class 2 contains 66878 members 
Entering Unmasked Estep 
Score: -12567801.000000 Penalty: 3759.698486
	Iteration 115Q: 3 clusters Score -1.25678e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38782 members 
Mstep: Class 2 contains 66912 members 
Entering Unmasked Estep 
Score: -12567782.000000 Penalty: 3759.698486
	Iteration 116Q: 3 clusters Score -1.256778e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38762 members 
Mstep: Class 2 contains 66932 members 
Entering Unmasked Estep 
Score: -12567799.000000 Penalty: 3759.698486
	Iteration 117Q: 3 clusters Score -1.25678e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38725 members 
Mstep: Class 2 contains 66969 members 
Entering Unmasked Estep 
Score: -12567804.000000 Penalty: 3759.698486
	Iteration 118Q: 3 clusters Score -1.25678e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38709 members 
Mstep: Class 2 contains 66985 members 
Entering Unmasked Estep 
Score: -12567791.000000 Penalty: 3759.698486
	Iteration 119Q: 3 clusters Score -1.256779e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38691 members 
Mstep: Class 2 contains 67003 members 
Entering Unmasked Estep 
Score: -12567788.000000 Penalty: 3759.698486
	Iteration 120F: 3 clusters Score -1.256779e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38682 members 
Mstep: Class 2 contains 67012 members 
Entering Unmasked Estep 
Score: -12567782.000000 Penalty: 3759.698486
	Iteration 121Q: 3 clusters Score -1.256778e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38667 members 
Mstep: Class 2 contains 67027 members 
Entering Unmasked Estep 
Score: -12567797.000000 Penalty: 3759.698486
	Iteration 122Q: 3 clusters Score -1.25678e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38660 members 
Mstep: Class 2 contains 67034 members 
Entering Unmasked Estep 
Score: -12567802.000000 Penalty: 3759.698486
	Iteration 123Q: 3 clusters Score -1.25678e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 67039 members 
Entering Unmasked Estep 
Score: -12567804.000000 Penalty: 3759.698486
	Iteration 124Q: 3 clusters Score -1.25678e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38634 members 
Mstep: Class 2 contains 67060 members 
Entering Unmasked Estep 
Score: -12567801.000000 Penalty: 3759.698486
	Iteration 125Q: 3 clusters Score -1.25678e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38610 members 
Mstep: Class 2 contains 67084 members 
Entering Unmasked Estep 
Score: -12567796.000000 Penalty: 3759.698486
	Iteration 126Q: 3 clusters Score -1.25678e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38585 members 
Mstep: Class 2 contains 67109 members 
Entering Unmasked Estep 
Score: -12567803.000000 Penalty: 3759.698486
	Iteration 127Q: 3 clusters Score -1.25678e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38553 members 
Mstep: Class 2 contains 67141 members 
Entering Unmasked Estep 
Score: -12567794.000000 Penalty: 3759.698486
	Iteration 128Q: 3 clusters Score -1.256779e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38506 members 
Mstep: Class 2 contains 67188 members 
Entering Unmasked Estep 
Score: -12567819.000000 Penalty: 3759.698486
	Iteration 129Q: 3 clusters Score -1.256782e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 67218 members 
Entering Unmasked Estep 
Score: -12567809.000000 Penalty: 3759.698486
	Iteration 130Q: 3 clusters Score -1.256781e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38448 members 
Mstep: Class 2 contains 67246 members 
Entering Unmasked Estep 
Score: -12567807.000000 Penalty: 3759.698486
	Iteration 131Q: 3 clusters Score -1.256781e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38432 members 
Mstep: Class 2 contains 67262 members 
Entering Unmasked Estep 
Score: -12567810.000000 Penalty: 3759.698486
	Iteration 132Q: 3 clusters Score -1.256781e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38399 members 
Mstep: Class 2 contains 67295 members 
Entering Unmasked Estep 
Score: -12567806.000000 Penalty: 3759.698486
	Iteration 133Q: 3 clusters Score -1.256781e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38364 members 
Mstep: Class 2 contains 67330 members 
Entering Unmasked Estep 
Score: -12567816.000000 Penalty: 3759.698486
	Iteration 134Q: 3 clusters Score -1.256782e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38320 members 
Mstep: Class 2 contains 67374 members 
Entering Unmasked Estep 
Score: -12567795.000000 Penalty: 3759.698486
	Iteration 135Q: 3 clusters Score -1.25678e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38302 members 
Mstep: Class 2 contains 67392 members 
Entering Unmasked Estep 
Score: -12567800.000000 Penalty: 3759.698486
	Iteration 136Q: 3 clusters Score -1.25678e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38293 members 
Mstep: Class 2 contains 67401 members 
Entering Unmasked Estep 
Score: -12567813.000000 Penalty: 3759.698486
	Iteration 137Q: 3 clusters Score -1.256781e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 67417 members 
Entering Unmasked Estep 
Score: -12567815.000000 Penalty: 3759.698486
	Iteration 138Q: 3 clusters Score -1.256782e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38256 members 
Mstep: Class 2 contains 67438 members 
Entering Unmasked Estep 
Score: -12567792.000000 Penalty: 3759.698486
	Iteration 139Q: 3 clusters Score -1.256779e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38248 members 
Mstep: Class 2 contains 67446 members 
Entering Unmasked Estep 
Score: -12567799.000000 Penalty: 3759.698486
	Iteration 140F: 3 clusters Score -1.25678e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38241 members 
Mstep: Class 2 contains 67453 members 
Entering Unmasked Estep 
Score: -12567807.000000 Penalty: 3759.698486
	Iteration 141Q: 3 clusters Score -1.256781e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38238 members 
Mstep: Class 2 contains 67456 members 
Entering Unmasked Estep 
Score: -12567806.000000 Penalty: 3759.698486
	Iteration 142Q: 3 clusters Score -1.256781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38236 members 
Mstep: Class 2 contains 67458 members 
Entering Unmasked Estep 
Score: -12567798.000000 Penalty: 3759.698486
	Iteration 143Q: 3 clusters Score -1.25678e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 67465 members 
Entering Unmasked Estep 
Score: -12567791.000000 Penalty: 3759.698486
	Iteration 144Q: 3 clusters Score -1.256779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 67467 members 
Entering Unmasked Estep 
Score: -12567793.000000 Penalty: 3759.698486
	Iteration 145Q: 3 clusters Score -1.256779e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38226 members 
Mstep: Class 2 contains 67468 members 
Entering Unmasked Estep 
Score: -12567792.000000 Penalty: 3759.698486
	Iteration 146Q: 3 clusters Score -1.256779e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38225 members 
Mstep: Class 2 contains 67469 members 
Entering Unmasked Estep 
Score: -12567796.000000 Penalty: 3759.698486
	Iteration 147Q: 3 clusters Score -1.25678e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38220 members 
Mstep: Class 2 contains 67474 members 
Entering Unmasked Estep 
Score: -12567795.000000 Penalty: 3759.698486
	Iteration 148Q: 3 clusters Score -1.25678e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38215 members 
Mstep: Class 2 contains 67479 members 
Entering Unmasked Estep 
Score: -12567788.000000 Penalty: 3759.698486
	Iteration 149Q: 3 clusters Score -1.256779e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38211 members 
Mstep: Class 2 contains 67483 members 
Entering Unmasked Estep 
Score: -12567803.000000 Penalty: 3759.698486
	Iteration 150Q: 3 clusters Score -1.25678e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38207 members 
Mstep: Class 2 contains 67487 members 
Entering Unmasked Estep 
Score: -12567792.000000 Penalty: 3759.698486
	Iteration 151Q: 3 clusters Score -1.256779e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38203 members 
Mstep: Class 2 contains 67491 members 
Entering Unmasked Estep 
Score: -12567802.000000 Penalty: 3759.698486
	Iteration 152Q: 3 clusters Score -1.25678e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38201 members 
Mstep: Class 2 contains 67493 members 
Entering Unmasked Estep 
Score: -12567795.000000 Penalty: 3759.698486
	Iteration 153Q: 3 clusters Score -1.25678e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38199 members 
Mstep: Class 2 contains 67495 members 
Entering Unmasked Estep 
Score: -12567792.000000 Penalty: 3759.698486
	Iteration 154Q: 3 clusters Score -1.256779e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38195 members 
Mstep: Class 2 contains 67499 members 
Entering Unmasked Estep 
Score: -12567794.000000 Penalty: 3759.698486
	Iteration 155Q: 3 clusters Score -1.256779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 67501 members 
Entering Unmasked Estep 
Score: -12567796.000000 Penalty: 3759.698486
	Iteration 156Q: 3 clusters Score -1.25678e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38188 members 
Mstep: Class 2 contains 67506 members 
Entering Unmasked Estep 
Score: -12567800.000000 Penalty: 3759.698486
	Iteration 157Q: 3 clusters Score -1.25678e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38185 members 
Mstep: Class 2 contains 67509 members 
Entering Unmasked Estep 
Score: -12567805.000000 Penalty: 3759.698486
	Iteration 158Q: 3 clusters Score -1.25678e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38184 members 
Mstep: Class 2 contains 67510 members 
Entering Unmasked Estep 
Score: -12567807.000000 Penalty: 3759.698486
	Iteration 159Q: 3 clusters Score -1.256781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38186 members 
Mstep: Class 2 contains 67508 members 
Entering Unmasked Estep 
Score: -12567800.000000 Penalty: 3759.698486
	Iteration 160F: 3 clusters Score -1.25678e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38185 members 
Mstep: Class 2 contains 67509 members 
Entering Unmasked Estep 
Score: -12567803.000000 Penalty: 3759.698486
	Iteration 161Q: 3 clusters Score -1.25678e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38185 members 
Mstep: Class 2 contains 67509 members 
Entering Unmasked Estep 
Score: -12567803.000000 Penalty: 3759.698486
	Iteration 162F: 3 clusters Score -1.25678e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (84527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84527 members 
Entering Unmasked Estep 
Score: -10052352.000000 Penalty: 1843.534302
	Iteration 0F: 2 clusters Score -1.005235e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42227 members 
Mstep: Class 2 contains 42300 members 
Entering Unmasked Estep 
Score: -9996262.000000 Penalty: 3687.068604
	Iteration 0F: 3 clusters Score -9996262 nChanged 40124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41517 members 
Mstep: Class 2 contains 43010 members 
Entering Unmasked Estep 
Score: -10019802.000000 Penalty: 3687.068604
	Iteration 1F: 3 clusters Score -1.00198e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40968 members 
Mstep: Class 2 contains 43559 members 
Entering Unmasked Estep 
Score: -10020718.000000 Penalty: 3687.068604
	Iteration 2Q: 3 clusters Score -1.002072e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40242 members 
Mstep: Class 2 contains 44285 members 
Entering Unmasked Estep 
Score: -10021903.000000 Penalty: 3687.068604
	Iteration 3Q: 3 clusters Score -1.00219e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39321 members 
Mstep: Class 2 contains 45206 members 
Entering Unmasked Estep 
Score: -10023497.000000 Penalty: 3687.068604
	Iteration 4Q: 3 clusters Score -1.00235e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38363 members 
Mstep: Class 2 contains 46164 members 
Entering Unmasked Estep 
Score: -10025466.000000 Penalty: 3687.068604
	Iteration 5Q: 3 clusters Score -1.002547e+07 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37458 members 
Mstep: Class 2 contains 47069 members 
Entering Unmasked Estep 
Score: -10027795.000000 Penalty: 3687.068604
	Iteration 6F: 3 clusters Score -1.00278e+07 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36734 members 
Mstep: Class 2 contains 47793 members 
Entering Unmasked Estep 
Score: -10030633.000000 Penalty: 3687.068604
	Iteration 7F: 3 clusters Score -1.003063e+07 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36277 members 
Mstep: Class 2 contains 48250 members 
Entering Unmasked Estep 
Score: -10033969.000000 Penalty: 3687.068604
	Iteration 8F: 3 clusters Score -1.003397e+07 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 48285 members 
Entering Unmasked Estep 
Score: -10037113.000000 Penalty: 3687.068604
	Iteration 9F: 3 clusters Score -1.003711e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36300 members 
Mstep: Class 2 contains 48227 members 
Entering Unmasked Estep 
Score: -10038985.000000 Penalty: 3687.068604
	Iteration 10Q: 3 clusters Score -1.003898e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36346 members 
Mstep: Class 2 contains 48181 members 
Entering Unmasked Estep 
Score: -10039971.000000 Penalty: 3687.068604
	Iteration 11Q: 3 clusters Score -1.003997e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36410 members 
Mstep: Class 2 contains 48117 members 
Entering Unmasked Estep 
Score: -10040341.000000 Penalty: 3687.068604
	Iteration 12Q: 3 clusters Score -1.004034e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36459 members 
Mstep: Class 2 contains 48068 members 
Entering Unmasked Estep 
Score: -10040659.000000 Penalty: 3687.068604
	Iteration 13Q: 3 clusters Score -1.004066e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36552 members 
Mstep: Class 2 contains 47975 members 
Entering Unmasked Estep 
Score: -10040864.000000 Penalty: 3687.068604
	Iteration 14Q: 3 clusters Score -1.004086e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36703 members 
Mstep: Class 2 contains 47824 members 
Entering Unmasked Estep 
Score: -10041154.000000 Penalty: 3687.068604
	Iteration 15Q: 3 clusters Score -1.004115e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36883 members 
Mstep: Class 2 contains 47644 members 
Entering Unmasked Estep 
Score: -10041452.000000 Penalty: 3687.068604
	Iteration 16Q: 3 clusters Score -1.004145e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37126 members 
Mstep: Class 2 contains 47401 members 
Entering Unmasked Estep 
Score: -10041711.000000 Penalty: 3687.068604
	Iteration 17Q: 3 clusters Score -1.004171e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37366 members 
Mstep: Class 2 contains 47161 members 
Entering Unmasked Estep 
Score: -10041976.000000 Penalty: 3687.068604
	Iteration 18Q: 3 clusters Score -1.004198e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37565 members 
Mstep: Class 2 contains 46962 members 
Entering Unmasked Estep 
Score: -10042239.000000 Penalty: 3687.068604
	Iteration 19Q: 3 clusters Score -1.004224e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37778 members 
Mstep: Class 2 contains 46749 members 
Entering Unmasked Estep 
Score: -10042483.000000 Penalty: 3687.068604
	Iteration 20F: 3 clusters Score -1.004248e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37944 members 
Mstep: Class 2 contains 46583 members 
Entering Unmasked Estep 
Score: -10042775.000000 Penalty: 3687.068604
	Iteration 21Q: 3 clusters Score -1.004278e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38113 members 
Mstep: Class 2 contains 46414 members 
Entering Unmasked Estep 
Score: -10042973.000000 Penalty: 3687.068604
	Iteration 22Q: 3 clusters Score -1.004297e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38211 members 
Mstep: Class 2 contains 46316 members 
Entering Unmasked Estep 
Score: -10043174.000000 Penalty: 3687.068604
	Iteration 23Q: 3 clusters Score -1.004317e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38311 members 
Mstep: Class 2 contains 46216 members 
Entering Unmasked Estep 
Score: -10043367.000000 Penalty: 3687.068604
	Iteration 24Q: 3 clusters Score -1.004337e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38381 members 
Mstep: Class 2 contains 46146 members 
Entering Unmasked Estep 
Score: -10043528.000000 Penalty: 3687.068604
	Iteration 25Q: 3 clusters Score -1.004353e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38422 members 
Mstep: Class 2 contains 46105 members 
Entering Unmasked Estep 
Score: -10043665.000000 Penalty: 3687.068604
	Iteration 26Q: 3 clusters Score -1.004366e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38483 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -10043795.000000 Penalty: 3687.068604
	Iteration 27Q: 3 clusters Score -1.00438e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38499 members 
Mstep: Class 2 contains 46028 members 
Entering Unmasked Estep 
Score: -10043921.000000 Penalty: 3687.068604
	Iteration 28Q: 3 clusters Score -1.004392e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38518 members 
Mstep: Class 2 contains 46009 members 
Entering Unmasked Estep 
Score: -10044016.000000 Penalty: 3687.068604
	Iteration 29Q: 3 clusters Score -1.004402e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38503 members 
Mstep: Class 2 contains 46024 members 
Entering Unmasked Estep 
Score: -10044037.000000 Penalty: 3687.068604
	Iteration 30Q: 3 clusters Score -1.004404e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38499 members 
Mstep: Class 2 contains 46028 members 
Entering Unmasked Estep 
Score: -10044054.000000 Penalty: 3687.068604
	Iteration 31Q: 3 clusters Score -1.004405e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38458 members 
Mstep: Class 2 contains 46069 members 
Entering Unmasked Estep 
Score: -10044117.000000 Penalty: 3687.068604
	Iteration 32Q: 3 clusters Score -1.004412e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 46144 members 
Entering Unmasked Estep 
Score: -10044186.000000 Penalty: 3687.068604
	Iteration 33Q: 3 clusters Score -1.004419e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38329 members 
Mstep: Class 2 contains 46198 members 
Entering Unmasked Estep 
Score: -10044203.000000 Penalty: 3687.068604
	Iteration 34Q: 3 clusters Score -1.00442e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38280 members 
Mstep: Class 2 contains 46247 members 
Entering Unmasked Estep 
Score: -10044244.000000 Penalty: 3687.068604
	Iteration 35Q: 3 clusters Score -1.004424e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38208 members 
Mstep: Class 2 contains 46319 members 
Entering Unmasked Estep 
Score: -10044264.000000 Penalty: 3687.068604
	Iteration 36Q: 3 clusters Score -1.004426e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38163 members 
Mstep: Class 2 contains 46364 members 
Entering Unmasked Estep 
Score: -10044292.000000 Penalty: 3687.068604
	Iteration 37Q: 3 clusters Score -1.004429e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38125 members 
Mstep: Class 2 contains 46402 members 
Entering Unmasked Estep 
Score: -10044322.000000 Penalty: 3687.068604
	Iteration 38Q: 3 clusters Score -1.004432e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38086 members 
Mstep: Class 2 contains 46441 members 
Entering Unmasked Estep 
Score: -10044312.000000 Penalty: 3687.068604
	Iteration 39Q: 3 clusters Score -1.004431e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38043 members 
Mstep: Class 2 contains 46484 members 
Entering Unmasked Estep 
Score: -10044335.000000 Penalty: 3687.068604
	Iteration 40F: 3 clusters Score -1.004434e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38006 members 
Mstep: Class 2 contains 46521 members 
Entering Unmasked Estep 
Score: -10044343.000000 Penalty: 3687.068604
	Iteration 41Q: 3 clusters Score -1.004434e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37950 members 
Mstep: Class 2 contains 46577 members 
Entering Unmasked Estep 
Score: -10044362.000000 Penalty: 3687.068604
	Iteration 42Q: 3 clusters Score -1.004436e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37899 members 
Mstep: Class 2 contains 46628 members 
Entering Unmasked Estep 
Score: -10044376.000000 Penalty: 3687.068604
	Iteration 43Q: 3 clusters Score -1.004438e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37834 members 
Mstep: Class 2 contains 46693 members 
Entering Unmasked Estep 
Score: -10044374.000000 Penalty: 3687.068604
	Iteration 44Q: 3 clusters Score -1.004437e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37768 members 
Mstep: Class 2 contains 46759 members 
Entering Unmasked Estep 
Score: -10044390.000000 Penalty: 3687.068604
	Iteration 45Q: 3 clusters Score -1.004439e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 46817 members 
Entering Unmasked Estep 
Score: -10044386.000000 Penalty: 3687.068604
	Iteration 46Q: 3 clusters Score -1.004439e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37648 members 
Mstep: Class 2 contains 46879 members 
Entering Unmasked Estep 
Score: -10044385.000000 Penalty: 3687.068604
	Iteration 47Q: 3 clusters Score -1.004438e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37592 members 
Mstep: Class 2 contains 46935 members 
Entering Unmasked Estep 
Score: -10044392.000000 Penalty: 3687.068604
	Iteration 48Q: 3 clusters Score -1.004439e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37532 members 
Mstep: Class 2 contains 46995 members 
Entering Unmasked Estep 
Score: -10044385.000000 Penalty: 3687.068604
	Iteration 49Q: 3 clusters Score -1.004438e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37488 members 
Mstep: Class 2 contains 47039 members 
Entering Unmasked Estep 
Score: -10044374.000000 Penalty: 3687.068604
	Iteration 50Q: 3 clusters Score -1.004437e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37456 members 
Mstep: Class 2 contains 47071 members 
Entering Unmasked Estep 
Score: -10044371.000000 Penalty: 3687.068604
	Iteration 51Q: 3 clusters Score -1.004437e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37429 members 
Mstep: Class 2 contains 47098 members 
Entering Unmasked Estep 
Score: -10044361.000000 Penalty: 3687.068604
	Iteration 52Q: 3 clusters Score -1.004436e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37412 members 
Mstep: Class 2 contains 47115 members 
Entering Unmasked Estep 
Score: -10044361.000000 Penalty: 3687.068604
	Iteration 53Q: 3 clusters Score -1.004436e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37393 members 
Mstep: Class 2 contains 47134 members 
Entering Unmasked Estep 
Score: -10044359.000000 Penalty: 3687.068604
	Iteration 54Q: 3 clusters Score -1.004436e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37375 members 
Mstep: Class 2 contains 47152 members 
Entering Unmasked Estep 
Score: -10044358.000000 Penalty: 3687.068604
	Iteration 55Q: 3 clusters Score -1.004436e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37356 members 
Mstep: Class 2 contains 47171 members 
Entering Unmasked Estep 
Score: -10044356.000000 Penalty: 3687.068604
	Iteration 56Q: 3 clusters Score -1.004436e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37342 members 
Mstep: Class 2 contains 47185 members 
Entering Unmasked Estep 
Score: -10044359.000000 Penalty: 3687.068604
	Iteration 57Q: 3 clusters Score -1.004436e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37324 members 
Mstep: Class 2 contains 47203 members 
Entering Unmasked Estep 
Score: -10044360.000000 Penalty: 3687.068604
	Iteration 58Q: 3 clusters Score -1.004436e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37305 members 
Mstep: Class 2 contains 47222 members 
Entering Unmasked Estep 
Score: -10044362.000000 Penalty: 3687.068604
	Iteration 59Q: 3 clusters Score -1.004436e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37296 members 
Mstep: Class 2 contains 47231 members 
Entering Unmasked Estep 
Score: -10044353.000000 Penalty: 3687.068604
	Iteration 60F: 3 clusters Score -1.004435e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37290 members 
Mstep: Class 2 contains 47237 members 
Entering Unmasked Estep 
Score: -10044355.000000 Penalty: 3687.068604
	Iteration 61Q: 3 clusters Score -1.004436e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37284 members 
Mstep: Class 2 contains 47243 members 
Entering Unmasked Estep 
Score: -10044352.000000 Penalty: 3687.068604
	Iteration 62Q: 3 clusters Score -1.004435e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37273 members 
Mstep: Class 2 contains 47254 members 
Entering Unmasked Estep 
Score: -10044370.000000 Penalty: 3687.068604
	Iteration 63Q: 3 clusters Score -1.004437e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 47273 members 
Entering Unmasked Estep 
Score: -10044356.000000 Penalty: 3687.068604
	Iteration 64Q: 3 clusters Score -1.004436e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37234 members 
Mstep: Class 2 contains 47293 members 
Entering Unmasked Estep 
Score: -10044358.000000 Penalty: 3687.068604
	Iteration 65Q: 3 clusters Score -1.004436e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37212 members 
Mstep: Class 2 contains 47315 members 
Entering Unmasked Estep 
Score: -10044360.000000 Penalty: 3687.068604
	Iteration 66Q: 3 clusters Score -1.004436e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37191 members 
Mstep: Class 2 contains 47336 members 
Entering Unmasked Estep 
Score: -10044380.000000 Penalty: 3687.068604
	Iteration 67Q: 3 clusters Score -1.004438e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37156 members 
Mstep: Class 2 contains 47371 members 
Entering Unmasked Estep 
Score: -10044379.000000 Penalty: 3687.068604
	Iteration 68Q: 3 clusters Score -1.004438e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37128 members 
Mstep: Class 2 contains 47399 members 
Entering Unmasked Estep 
Score: -10044370.000000 Penalty: 3687.068604
	Iteration 69Q: 3 clusters Score -1.004437e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 47431 members 
Entering Unmasked Estep 
Score: -10044371.000000 Penalty: 3687.068604
	Iteration 70Q: 3 clusters Score -1.004437e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37064 members 
Mstep: Class 2 contains 47463 members 
Entering Unmasked Estep 
Score: -10044387.000000 Penalty: 3687.068604
	Iteration 71Q: 3 clusters Score -1.004439e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37032 members 
Mstep: Class 2 contains 47495 members 
Entering Unmasked Estep 
Score: -10044384.000000 Penalty: 3687.068604
	Iteration 72Q: 3 clusters Score -1.004438e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37006 members 
Mstep: Class 2 contains 47521 members 
Entering Unmasked Estep 
Score: -10044385.000000 Penalty: 3687.068604
	Iteration 73Q: 3 clusters Score -1.004438e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 47539 members 
Entering Unmasked Estep 
Score: -10044383.000000 Penalty: 3687.068604
	Iteration 74Q: 3 clusters Score -1.004438e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36968 members 
Mstep: Class 2 contains 47559 members 
Entering Unmasked Estep 
Score: -10044373.000000 Penalty: 3687.068604
	Iteration 75Q: 3 clusters Score -1.004437e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36957 members 
Mstep: Class 2 contains 47570 members 
Entering Unmasked Estep 
Score: -10044381.000000 Penalty: 3687.068604
	Iteration 76Q: 3 clusters Score -1.004438e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36950 members 
Mstep: Class 2 contains 47577 members 
Entering Unmasked Estep 
Score: -10044368.000000 Penalty: 3687.068604
	Iteration 77Q: 3 clusters Score -1.004437e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36936 members 
Mstep: Class 2 contains 47591 members 
Entering Unmasked Estep 
Score: -10044367.000000 Penalty: 3687.068604
	Iteration 78Q: 3 clusters Score -1.004437e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36925 members 
Mstep: Class 2 contains 47602 members 
Entering Unmasked Estep 
Score: -10044367.000000 Penalty: 3687.068604
	Iteration 79Q: 3 clusters Score -1.004437e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 47612 members 
Entering Unmasked Estep 
Score: -10044370.000000 Penalty: 3687.068604
	Iteration 80F: 3 clusters Score -1.004437e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36907 members 
Mstep: Class 2 contains 47620 members 
Entering Unmasked Estep 
Score: -10044372.000000 Penalty: 3687.068604
	Iteration 81Q: 3 clusters Score -1.004437e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36901 members 
Mstep: Class 2 contains 47626 members 
Entering Unmasked Estep 
Score: -10044382.000000 Penalty: 3687.068604
	Iteration 82Q: 3 clusters Score -1.004438e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36893 members 
Mstep: Class 2 contains 47634 members 
Entering Unmasked Estep 
Score: -10044378.000000 Penalty: 3687.068604
	Iteration 83Q: 3 clusters Score -1.004438e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36885 members 
Mstep: Class 2 contains 47642 members 
Entering Unmasked Estep 
Score: -10044375.000000 Penalty: 3687.068604
	Iteration 84Q: 3 clusters Score -1.004438e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36876 members 
Mstep: Class 2 contains 47651 members 
Entering Unmasked Estep 
Score: -10044379.000000 Penalty: 3687.068604
	Iteration 85Q: 3 clusters Score -1.004438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36870 members 
Mstep: Class 2 contains 47657 members 
Entering Unmasked Estep 
Score: -10044373.000000 Penalty: 3687.068604
	Iteration 86Q: 3 clusters Score -1.004437e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 47664 members 
Entering Unmasked Estep 
Score: -10044380.000000 Penalty: 3687.068604
	Iteration 87Q: 3 clusters Score -1.004438e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 47673 members 
Entering Unmasked Estep 
Score: -10044379.000000 Penalty: 3687.068604
	Iteration 88Q: 3 clusters Score -1.004438e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36841 members 
Mstep: Class 2 contains 47686 members 
Entering Unmasked Estep 
Score: -10044378.000000 Penalty: 3687.068604
	Iteration 89Q: 3 clusters Score -1.004438e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 47700 members 
Entering Unmasked Estep 
Score: -10044385.000000 Penalty: 3687.068604
	Iteration 90Q: 3 clusters Score -1.004438e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36814 members 
Mstep: Class 2 contains 47713 members 
Entering Unmasked Estep 
Score: -10044389.000000 Penalty: 3687.068604
	Iteration 91Q: 3 clusters Score -1.004439e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36802 members 
Mstep: Class 2 contains 47725 members 
Entering Unmasked Estep 
Score: -10044388.000000 Penalty: 3687.068604
	Iteration 92Q: 3 clusters Score -1.004439e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36790 members 
Mstep: Class 2 contains 47737 members 
Entering Unmasked Estep 
Score: -10044379.000000 Penalty: 3687.068604
	Iteration 93Q: 3 clusters Score -1.004438e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36785 members 
Mstep: Class 2 contains 47742 members 
Entering Unmasked Estep 
Score: -10044389.000000 Penalty: 3687.068604
	Iteration 94Q: 3 clusters Score -1.004439e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36776 members 
Mstep: Class 2 contains 47751 members 
Entering Unmasked Estep 
Score: -10044394.000000 Penalty: 3687.068604
	Iteration 95Q: 3 clusters Score -1.004439e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36766 members 
Mstep: Class 2 contains 47761 members 
Entering Unmasked Estep 
Score: -10044400.000000 Penalty: 3687.068604
	Iteration 96Q: 3 clusters Score -1.00444e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36760 members 
Mstep: Class 2 contains 47767 members 
Entering Unmasked Estep 
Score: -10044390.000000 Penalty: 3687.068604
	Iteration 97Q: 3 clusters Score -1.004439e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36755 members 
Mstep: Class 2 contains 47772 members 
Entering Unmasked Estep 
Score: -10044381.000000 Penalty: 3687.068604
	Iteration 98Q: 3 clusters Score -1.004438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36751 members 
Mstep: Class 2 contains 47776 members 
Entering Unmasked Estep 
Score: -10044384.000000 Penalty: 3687.068604
	Iteration 99Q: 3 clusters Score -1.004438e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36750 members 
Mstep: Class 2 contains 47777 members 
Entering Unmasked Estep 
Score: -10044388.000000 Penalty: 3687.068604
	Iteration 100F: 3 clusters Score -1.004439e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (80564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80564 members 
Entering Unmasked Estep 
Score: -9113621.000000 Penalty: 1835.731201
	Iteration 0F: 2 clusters Score -9113621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 40152 members 
Entering Unmasked Estep 
Score: -9059894.000000 Penalty: 3671.462402
	Iteration 0F: 3 clusters Score -9059894 nChanged 38188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42252 members 
Mstep: Class 2 contains 38312 members 
Entering Unmasked Estep 
Score: -9082132.000000 Penalty: 3671.462402
	Iteration 1F: 3 clusters Score -9082132 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43741 members 
Mstep: Class 2 contains 36823 members 
Entering Unmasked Estep 
Score: -9083178.000000 Penalty: 3671.462402
	Iteration 2Q: 3 clusters Score -9083178 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46038 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -9084737.000000 Penalty: 3671.462402
	Iteration 3Q: 3 clusters Score -9084737 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49285 members 
Mstep: Class 2 contains 31279 members 
Entering Unmasked Estep 
Score: -9087025.000000 Penalty: 3671.462402
	Iteration 4F: 3 clusters Score -9087025 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53394 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -9090577.000000 Penalty: 3671.462402
	Iteration 5F: 3 clusters Score -9090577 nChanged 5815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58153 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -9094882.000000 Penalty: 3671.462402
	Iteration 6F: 3 clusters Score -9094882 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62799 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -9099115.000000 Penalty: 3671.462402
	Iteration 7F: 3 clusters Score -9099115 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66677 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -9102459.000000 Penalty: 3671.462402
	Iteration 8F: 3 clusters Score -9102459 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69646 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -9104985.000000 Penalty: 3671.462402
	Iteration 9Q: 3 clusters Score -9104985 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71921 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -9106905.000000 Penalty: 3671.462402
	Iteration 10Q: 3 clusters Score -9106905 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73659 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -9108384.000000 Penalty: 3671.462402
	Iteration 11Q: 3 clusters Score -9108384 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74925 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -9109377.000000 Penalty: 3671.462402
	Iteration 12Q: 3 clusters Score -9109377 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75909 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -9110044.000000 Penalty: 3671.462402
	Iteration 13Q: 3 clusters Score -9110044 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76660 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -9110563.000000 Penalty: 3671.462402
	Iteration 14Q: 3 clusters Score -9110563 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77241 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -9110891.000000 Penalty: 3671.462402
	Iteration 15Q: 3 clusters Score -9110891 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77755 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -9111141.000000 Penalty: 3671.462402
	Iteration 16Q: 3 clusters Score -9111141 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78186 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -9111387.000000 Penalty: 3671.462402
	Iteration 17Q: 3 clusters Score -9111387 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78532 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -9111535.000000 Penalty: 3671.462402
	Iteration 18Q: 3 clusters Score -9111535 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78794 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -9111653.000000 Penalty: 3671.462402
	Iteration 19Q: 3 clusters Score -9111653 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79027 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -9111755.000000 Penalty: 3671.462402
	Iteration 20F: 3 clusters Score -9111755 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79234 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -9111851.000000 Penalty: 3671.462402
	Iteration 21Q: 3 clusters Score -9111851 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79377 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -9111921.000000 Penalty: 3671.462402
	Iteration 22Q: 3 clusters Score -9111921 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79507 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -9111987.000000 Penalty: 3671.462402
	Iteration 23Q: 3 clusters Score -9111987 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79606 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -9112052.000000 Penalty: 3671.462402
	Iteration 24Q: 3 clusters Score -9112052 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79678 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -9112087.000000 Penalty: 3671.462402
	Iteration 25Q: 3 clusters Score -9112087 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79745 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -9112115.000000 Penalty: 3671.462402
	Iteration 26Q: 3 clusters Score -9112115 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79798 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -9112134.000000 Penalty: 3671.462402
	Iteration 27Q: 3 clusters Score -9112134 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79835 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -9112153.000000 Penalty: 3671.462402
	Iteration 28Q: 3 clusters Score -9112153 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79871 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -9112170.000000 Penalty: 3671.462402
	Iteration 29Q: 3 clusters Score -9112170 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79904 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -9112166.000000 Penalty: 3671.462402
	Iteration 30Q: 3 clusters Score -9112166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79921 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -9112153.000000 Penalty: 3671.462402
	Iteration 31Q: 3 clusters Score -9112153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79932 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -9112171.000000 Penalty: 3671.462402
	Iteration 32Q: 3 clusters Score -9112171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79941 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -9112175.000000 Penalty: 3671.462402
	Iteration 33Q: 3 clusters Score -9112175 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79954 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -9112188.000000 Penalty: 3671.462402
	Iteration 34Q: 3 clusters Score -9112188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79963 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -9112197.000000 Penalty: 3671.462402
	Iteration 35Q: 3 clusters Score -9112197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79967 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -9112208.000000 Penalty: 3671.462402
	Iteration 36Q: 3 clusters Score -9112208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79968 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -9112213.000000 Penalty: 3671.462402
	Iteration 37Q: 3 clusters Score -9112213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79970 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -9112212.000000 Penalty: 3671.462402
	Iteration 38Q: 3 clusters Score -9112212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79968 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -9112211.000000 Penalty: 3671.462402
	Iteration 39Q: 3 clusters Score -9112211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79969 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -9112206.000000 Penalty: 3671.462402
	Iteration 40F: 3 clusters Score -9112206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79972 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -9112208.000000 Penalty: 3671.462402
	Iteration 41Q: 3 clusters Score -9112208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79973 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -9112213.000000 Penalty: 3671.462402
	Iteration 42Q: 3 clusters Score -9112213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79974 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -9112210.000000 Penalty: 3671.462402
	Iteration 43Q: 3 clusters Score -9112210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79974 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -9112210.000000 Penalty: 3671.462402
	Iteration 44F: 3 clusters Score -9112210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (54931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54931 members 
Entering Unmasked Estep 
Score: -6430065.500000 Penalty: 1773.497803
	Iteration 0F: 2 clusters Score -6430066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27552 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
Score: -6393558.000000 Penalty: 3546.995605
	Iteration 0F: 3 clusters Score -6393558 nChanged 25685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -6407780.500000 Penalty: 3546.995605
	Iteration 1F: 3 clusters Score -6407780 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -6408591.000000 Penalty: 3546.995605
	Iteration 2Q: 3 clusters Score -6408591 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -6410047.500000 Penalty: 3546.995605
	Iteration 3Q: 3 clusters Score -6410048 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -6412064.000000 Penalty: 3546.995605
	Iteration 4Q: 3 clusters Score -6412064 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -6414237.500000 Penalty: 3546.995605
	Iteration 5F: 3 clusters Score -6414238 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -6416627.000000 Penalty: 3546.995605
	Iteration 6F: 3 clusters Score -6416627 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -6419037.500000 Penalty: 3546.995605
	Iteration 7F: 3 clusters Score -6419038 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -6421403.500000 Penalty: 3546.995605
	Iteration 8F: 3 clusters Score -6421404 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -6423381.500000 Penalty: 3546.995605
	Iteration 9F: 3 clusters Score -6423382 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
Score: -6424690.000000 Penalty: 3546.995605
	Iteration 10Q: 3 clusters Score -6424690 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
Score: -6425422.500000 Penalty: 3546.995605
	Iteration 11Q: 3 clusters Score -6425422 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -6426021.000000 Penalty: 3546.995605
	Iteration 12Q: 3 clusters Score -6426021 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 31389 members 
Entering Unmasked Estep 
Score: -6426707.500000 Penalty: 3546.995605
	Iteration 13Q: 3 clusters Score -6426708 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
Score: -6427412.000000 Penalty: 3546.995605
	Iteration 14Q: 3 clusters Score -6427412 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 33437 members 
Entering Unmasked Estep 
Score: -6427848.500000 Penalty: 3546.995605
	Iteration 15Q: 3 clusters Score -6427848 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 34273 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6428156 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 34986 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6428364 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
Score: -6428560.500000 Penalty: 3546.995605
	Iteration 18Q: 3 clusters Score -6428560 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 36276 members 
Entering Unmasked Estep 
Score: -6428744.000000 Penalty: 3546.995605
	Iteration 19Q: 3 clusters Score -6428744 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 36861 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6428887 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 37437 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6429028 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 38029 members 
Entering Unmasked Estep 
Score: -6429190.000000 Penalty: 3546.995605
	Iteration 22Q: 3 clusters Score -6429190 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 38549 members 
Entering Unmasked Estep 
Score: -6429316.500000 Penalty: 3546.995605
	Iteration 23Q: 3 clusters Score -6429316 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 39055 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6429448 nChanged 508
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 39563 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6429580 nChanged 485
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6429705 nChanged 475
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 40523 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6429800 nChanged 428
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 40951 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6429872 nChanged 407
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 41358 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6429976 nChanged 416
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 41774 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6430043 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 42199 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6430143 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 42596 members 
Entering Unmasked Estep 
Score: -6430238.000000 Penalty: 3546.995605
	Iteration 32Q: 3 clusters Score -6430238 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 42950 members 
Entering Unmasked Estep 
Score: -6430305.000000 Penalty: 3546.995605
	Iteration 33Q: 3 clusters Score -6430305 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 43288 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6430364 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 43621 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6430449 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 43943 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6430476 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 44244 members 
Entering Unmasked Estep 
Score: -6430549.500000 Penalty: 3546.995605
	Iteration 37Q: 3 clusters Score -6430550 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 44525 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6430576 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 44776 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6430623 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 45009 members 
Entering Unmasked Estep 
Score: -6430663.500000 Penalty: 3546.995605
	Iteration 40F: 3 clusters Score -6430664 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 45220 members 
Entering Unmasked Estep 
Score: -6430672.500000 Penalty: 3546.995605
	Iteration 41Q: 3 clusters Score -6430672 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 45404 members 
Entering Unmasked Estep 
Score: -6430696.500000 Penalty: 3546.995605
	Iteration 42Q: 3 clusters Score -6430696 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 45574 members 
Entering Unmasked Estep 
Score: -6430731.000000 Penalty: 3546.995605
	Iteration 43Q: 3 clusters Score -6430731 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 45768 members 
Entering Unmasked Estep 
Score: -6430762.500000 Penalty: 3546.995605
	Iteration 44Q: 3 clusters Score -6430762 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 45948 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6430787 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 46114 members 
Entering Unmasked Estep 
Score: -6430841.500000 Penalty: 3546.995605
	Iteration 46Q: 3 clusters Score -6430842 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 46272 members 
Entering Unmasked Estep 
Score: -6430814.500000 Penalty: 3546.995605
	Iteration 47Q: 3 clusters Score -6430814 nChanged 158
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 46430 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6430837 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 46579 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6430870 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 46711 members 
Entering Unmasked Estep 
Score: -6430884.500000 Penalty: 3546.995605
	Iteration 50Q: 3 clusters Score -6430884 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 46837 members 
Entering Unmasked Estep 
Score: -6430881.000000 Penalty: 3546.995605
	Iteration 51Q: 3 clusters Score -6430881 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 46957 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6430890 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 47087 members 
Entering Unmasked Estep 
Score: -6430905.500000 Penalty: 3546.995605
	Iteration 53Q: 3 clusters Score -6430906 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 47215 members 
Entering Unmasked Estep 
Score: -6430934.000000 Penalty: 3546.995605
	Iteration 54Q: 3 clusters Score -6430934 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 47312 members 
Entering Unmasked Estep 
Score: -6430939.000000 Penalty: 3546.995605
	Iteration 55Q: 3 clusters Score -6430939 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 47412 members 
Entering Unmasked Estep 
Score: -6430940.500000 Penalty: 3546.995605
	Iteration 56Q: 3 clusters Score -6430940 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 47500 members 
Entering Unmasked Estep 
Score: -6430952.000000 Penalty: 3546.995605
	Iteration 57Q: 3 clusters Score -6430952 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 47580 members 
Entering Unmasked Estep 
Score: -6430960.500000 Penalty: 3546.995605
	Iteration 58Q: 3 clusters Score -6430960 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 47655 members 
Entering Unmasked Estep 
Score: -6430972.500000 Penalty: 3546.995605
	Iteration 59Q: 3 clusters Score -6430972 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 47729 members 
Entering Unmasked Estep 
Score: -6430976.000000 Penalty: 3546.995605
	Iteration 60F: 3 clusters Score -6430976 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 47792 members 
Entering Unmasked Estep 
Score: -6430969.000000 Penalty: 3546.995605
	Iteration 61Q: 3 clusters Score -6430969 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 47848 members 
Entering Unmasked Estep 
Score: -6430970.500000 Penalty: 3546.995605
	Iteration 62Q: 3 clusters Score -6430970 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 47900 members 
Entering Unmasked Estep 
Score: -6430994.000000 Penalty: 3546.995605
	Iteration 63Q: 3 clusters Score -6430994 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 47955 members 
Entering Unmasked Estep 
Score: -6430997.500000 Penalty: 3546.995605
	Iteration 64Q: 3 clusters Score -6430998 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 48011 members 
Entering Unmasked Estep 
Score: -6431011.500000 Penalty: 3546.995605
	Iteration 65Q: 3 clusters Score -6431012 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 48070 members 
Entering Unmasked Estep 
Score: -6431007.500000 Penalty: 3546.995605
	Iteration 66Q: 3 clusters Score -6431008 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 48115 members 
Entering Unmasked Estep 
Score: -6431010.000000 Penalty: 3546.995605
	Iteration 67Q: 3 clusters Score -6431010 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 48168 members 
Entering Unmasked Estep 
Score: -6431009.500000 Penalty: 3546.995605
	Iteration 68Q: 3 clusters Score -6431010 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 48215 members 
Entering Unmasked Estep 
Score: -6431023.500000 Penalty: 3546.995605
	Iteration 69Q: 3 clusters Score -6431024 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 48266 members 
Entering Unmasked Estep 
Score: -6431022.500000 Penalty: 3546.995605
	Iteration 70Q: 3 clusters Score -6431022 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 48308 members 
Entering Unmasked Estep 
Score: -6431027.500000 Penalty: 3546.995605
	Iteration 71Q: 3 clusters Score -6431028 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 48358 members 
Entering Unmasked Estep 
Score: -6431036.500000 Penalty: 3546.995605
	Iteration 72Q: 3 clusters Score -6431036 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 48403 members 
Entering Unmasked Estep 
Score: -6431041.500000 Penalty: 3546.995605
	Iteration 73Q: 3 clusters Score -6431042 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 48434 members 
Entering Unmasked Estep 
Score: -6431042.000000 Penalty: 3546.995605
	Iteration 74Q: 3 clusters Score -6431042 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 48465 members 
Entering Unmasked Estep 
Score: -6431053.500000 Penalty: 3546.995605
	Iteration 75Q: 3 clusters Score -6431054 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 48499 members 
Entering Unmasked Estep 
Score: -6431060.500000 Penalty: 3546.995605
	Iteration 76Q: 3 clusters Score -6431060 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 48532 members 
Entering Unmasked Estep 
Score: -6431058.000000 Penalty: 3546.995605
	Iteration 77Q: 3 clusters Score -6431058 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 48560 members 
Entering Unmasked Estep 
Score: -6431066.500000 Penalty: 3546.995605
	Iteration 78Q: 3 clusters Score -6431066 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 48587 members 
Entering Unmasked Estep 
Score: -6431065.000000 Penalty: 3546.995605
	Iteration 79Q: 3 clusters Score -6431065 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 48613 members 
Entering Unmasked Estep 
Score: -6431070.000000 Penalty: 3546.995605
	Iteration 80F: 3 clusters Score -6431070 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 48634 members 
Entering Unmasked Estep 
Score: -6431075.000000 Penalty: 3546.995605
	Iteration 81Q: 3 clusters Score -6431075 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 48657 members 
Entering Unmasked Estep 
Score: -6431076.000000 Penalty: 3546.995605
	Iteration 82Q: 3 clusters Score -6431076 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 48685 members 
Entering Unmasked Estep 
Score: -6431079.000000 Penalty: 3546.995605
	Iteration 83Q: 3 clusters Score -6431079 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 48721 members 
Entering Unmasked Estep 
Score: -6431083.000000 Penalty: 3546.995605
	Iteration 84Q: 3 clusters Score -6431083 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 48751 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6431070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 48777 members 
Entering Unmasked Estep 
Score: -6431077.000000 Penalty: 3546.995605
	Iteration 86Q: 3 clusters Score -6431077 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 48796 members 
Entering Unmasked Estep 
Score: -6431067.000000 Penalty: 3546.995605
	Iteration 87Q: 3 clusters Score -6431067 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 48811 members 
Entering Unmasked Estep 
Score: -6431078.500000 Penalty: 3546.995605
	Iteration 88Q: 3 clusters Score -6431078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 48820 members 
Entering Unmasked Estep 
Score: -6431081.500000 Penalty: 3546.995605
	Iteration 89Q: 3 clusters Score -6431082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 48831 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6431084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 48844 members 
Entering Unmasked Estep 
Score: -6431082.000000 Penalty: 3546.995605
	Iteration 91Q: 3 clusters Score -6431082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 48854 members 
Entering Unmasked Estep 
Score: -6431086.000000 Penalty: 3546.995605
	Iteration 92Q: 3 clusters Score -6431086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 48866 members 
Entering Unmasked Estep 
Score: -6431089.500000 Penalty: 3546.995605
	Iteration 93Q: 3 clusters Score -6431090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 48879 members 
Entering Unmasked Estep 
Score: -6431097.000000 Penalty: 3546.995605
	Iteration 94Q: 3 clusters Score -6431097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 48891 members 
Entering Unmasked Estep 
Score: -6431092.500000 Penalty: 3546.995605
	Iteration 95Q: 3 clusters Score -6431092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 48906 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6431098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 48916 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6431090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 48926 members 
Entering Unmasked Estep 
Score: -6431094.500000 Penalty: 3546.995605
	Iteration 98Q: 3 clusters Score -6431094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 48932 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6431094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 48935 members 
Entering Unmasked Estep 
Score: -6431092.500000 Penalty: 3546.995605
	Iteration 100F: 3 clusters Score -6431092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 48938 members 
Entering Unmasked Estep 
Score: -6431088.500000 Penalty: 3546.995605
	Iteration 101Q: 3 clusters Score -6431088 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 48939 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6431086 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 48939 members 
Entering Unmasked Estep 
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	Iteration 103F: 3 clusters Score -6431086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 99116 members 
Mstep: Class 2 contains 45263 members 
Mstep: Class 3 contains 3971 members 
Mstep: Class 4 contains 11418 members 
Mstep: Class 5 contains 59256 members 
Mstep: Class 6 contains 42075 members 
Mstep: Class 7 contains 460 members 
Mstep: Class 8 contains 98136 members 
Mstep: Class 9 contains 197307 members 
Mstep: Class 10 contains 66273 members 
Mstep: Class 11 contains 7019 members 
Mstep: Class 12 contains 9629 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 763 members 
Mstep: Class 15 contains 2209 members 
Mstep: Class 16 contains 17551 members 
Mstep: Class 17 contains 15723 members 
Mstep: Class 18 contains 12840 members 
Mstep: Class 19 contains 93388 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 513 members 
Mstep: Class 22 contains 1555 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 49836 members 
Mstep: Class 26 contains 210 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 105694 members 
Mstep: Class 29 contains 84527 members 
Mstep: Class 30 contains 80564 members 
Mstep: Class 31 contains 5992 members 
Mstep: Class 32 contains 110810 members 
Mstep: Class 33 contains 364 members 
Mstep: Class 34 contains 3771 members 
Mstep: Class 35 contains 1156 members 
Mstep: Class 36 contains 29045 members 
Mstep: Class 37 contains 72201 members 
Mstep: Class 38 contains 409 members 
Mstep: Class 39 contains 1157 members 
Mstep: Class 40 contains 33787 members 
Mstep: Class 41 contains 29074 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 96457 members 
Mstep: Class 44 contains 98330 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 513 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 336 members 
Mstep: Class 49 contains 9100 members 
Mstep: Class 50 contains 70133 members 
Mstep: Class 51 contains 48939 members 
Entering Unmasked Estep 
Score: -194697232.000000 Penalty: 119004.437500
Splitting cluster 31 changes total score from -194694624.000000 to -194697232.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 32 (110810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110810 members 
Entering Unmasked Estep 
Score: -13152098.000000 Penalty: 1887.530396
	Iteration 0F: 2 clusters Score -1.31521e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55472 members 
Mstep: Class 2 contains 55338 members 
Entering Unmasked Estep 
Score: -13081405.000000 Penalty: 3775.060791
	Iteration 0F: 3 clusters Score -1.30814e+07 nChanged 53093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56987 members 
Mstep: Class 2 contains 53823 members 
Entering Unmasked Estep 
Score: -13112371.000000 Penalty: 3775.060791
	Iteration 1F: 3 clusters Score -1.311237e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57921 members 
Mstep: Class 2 contains 52889 members 
Entering Unmasked Estep 
Score: -13113013.000000 Penalty: 3775.060791
	Iteration 2Q: 3 clusters Score -1.311301e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59246 members 
Mstep: Class 2 contains 51564 members 
Entering Unmasked Estep 
Score: -13113721.000000 Penalty: 3775.060791
	Iteration 3Q: 3 clusters Score -1.311372e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61170 members 
Mstep: Class 2 contains 49640 members 
Entering Unmasked Estep 
Score: -13114664.000000 Penalty: 3775.060791
	Iteration 4Q: 3 clusters Score -1.311466e+07 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64034 members 
Mstep: Class 2 contains 46776 members 
Entering Unmasked Estep 
Score: -13116104.000000 Penalty: 3775.060791
	Iteration 5Q: 3 clusters Score -1.31161e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68187 members 
Mstep: Class 2 contains 42623 members 
Entering Unmasked Estep 
Score: -13118784.000000 Penalty: 3775.060791
	Iteration 6Q: 3 clusters Score -1.311878e+07 nChanged 6346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73589 members 
Mstep: Class 2 contains 37221 members 
Entering Unmasked Estep 
Score: -13123192.000000 Penalty: 3775.060791
	Iteration 7F: 3 clusters Score -1.312319e+07 nChanged 6948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79251 members 
Mstep: Class 2 contains 31559 members 
Entering Unmasked Estep 
Score: -13128695.000000 Penalty: 3775.060791
	Iteration 8F: 3 clusters Score -1.31287e+07 nChanged 6663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84096 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -13134312.000000 Penalty: 3775.060791
	Iteration 9F: 3 clusters Score -1.313431e+07 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87316 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -13138466.000000 Penalty: 3775.060791
	Iteration 10Q: 3 clusters Score -1.313847e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89563 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -13141048.000000 Penalty: 3775.060791
	Iteration 11Q: 3 clusters Score -1.314105e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91393 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -13142745.000000 Penalty: 3775.060791
	Iteration 12Q: 3 clusters Score -1.314274e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92902 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -13143914.000000 Penalty: 3775.060791
	Iteration 13Q: 3 clusters Score -1.314391e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94073 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -13144716.000000 Penalty: 3775.060791
	Iteration 14Q: 3 clusters Score -1.314472e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94934 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -13145350.000000 Penalty: 3775.060791
	Iteration 15Q: 3 clusters Score -1.314535e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95633 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -13145549.000000 Penalty: 3775.060791
	Iteration 16Q: 3 clusters Score -1.314555e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96283 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -13145638.000000 Penalty: 3775.060791
	Iteration 17Q: 3 clusters Score -1.314564e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96848 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -13146038.000000 Penalty: 3775.060791
	Iteration 18Q: 3 clusters Score -1.314604e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97427 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -13146122.000000 Penalty: 3775.060791
	Iteration 19Q: 3 clusters Score -1.314612e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97821 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -13146384.000000 Penalty: 3775.060791
	Iteration 20F: 3 clusters Score -1.314638e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98125 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -13146437.000000 Penalty: 3775.060791
	Iteration 21Q: 3 clusters Score -1.314644e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98460 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -13146500.000000 Penalty: 3775.060791
	Iteration 22Q: 3 clusters Score -1.31465e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98768 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -13146586.000000 Penalty: 3775.060791
	Iteration 23Q: 3 clusters Score -1.314659e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99056 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -13146813.000000 Penalty: 3775.060791
	Iteration 24Q: 3 clusters Score -1.314681e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99341 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -13146809.000000 Penalty: 3775.060791
	Iteration 25Q: 3 clusters Score -1.314681e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99566 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -13146775.000000 Penalty: 3775.060791
	Iteration 26Q: 3 clusters Score -1.314678e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99777 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -13146860.000000 Penalty: 3775.060791
	Iteration 27Q: 3 clusters Score -1.314686e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100007 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -13146975.000000 Penalty: 3775.060791
	Iteration 28Q: 3 clusters Score -1.314698e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100266 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -13147055.000000 Penalty: 3775.060791
	Iteration 29Q: 3 clusters Score -1.314706e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100497 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -13147107.000000 Penalty: 3775.060791
	Iteration 30Q: 3 clusters Score -1.314711e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100694 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -13147135.000000 Penalty: 3775.060791
	Iteration 31Q: 3 clusters Score -1.314714e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100861 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -13147165.000000 Penalty: 3775.060791
	Iteration 32Q: 3 clusters Score -1.314716e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101049 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -13147217.000000 Penalty: 3775.060791
	Iteration 33Q: 3 clusters Score -1.314722e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101258 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -13147313.000000 Penalty: 3775.060791
	Iteration 34Q: 3 clusters Score -1.314731e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101485 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -13147438.000000 Penalty: 3775.060791
	Iteration 35Q: 3 clusters Score -1.314744e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101693 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -13147476.000000 Penalty: 3775.060791
	Iteration 36Q: 3 clusters Score -1.314748e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101855 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -13147541.000000 Penalty: 3775.060791
	Iteration 37Q: 3 clusters Score -1.314754e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102007 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -13147611.000000 Penalty: 3775.060791
	Iteration 38Q: 3 clusters Score -1.314761e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102189 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -13147718.000000 Penalty: 3775.060791
	Iteration 39Q: 3 clusters Score -1.314772e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102350 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -13147694.000000 Penalty: 3775.060791
	Iteration 40F: 3 clusters Score -1.314769e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102516 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -13147789.000000 Penalty: 3775.060791
	Iteration 41Q: 3 clusters Score -1.314779e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102649 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -13147720.000000 Penalty: 3775.060791
	Iteration 42Q: 3 clusters Score -1.314772e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102746 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -13147774.000000 Penalty: 3775.060791
	Iteration 43Q: 3 clusters Score -1.314777e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102821 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -13147812.000000 Penalty: 3775.060791
	Iteration 44Q: 3 clusters Score -1.314781e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102902 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -13147833.000000 Penalty: 3775.060791
	Iteration 45Q: 3 clusters Score -1.314783e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102981 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -13147852.000000 Penalty: 3775.060791
	Iteration 46Q: 3 clusters Score -1.314785e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103066 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -13147875.000000 Penalty: 3775.060791
	Iteration 47Q: 3 clusters Score -1.314788e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103131 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -13147884.000000 Penalty: 3775.060791
	Iteration 48Q: 3 clusters Score -1.314788e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103175 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -13147873.000000 Penalty: 3775.060791
	Iteration 49Q: 3 clusters Score -1.314787e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103214 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -13147899.000000 Penalty: 3775.060791
	Iteration 50Q: 3 clusters Score -1.31479e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103288 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -13147878.000000 Penalty: 3775.060791
	Iteration 51Q: 3 clusters Score -1.314788e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103358 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -13147881.000000 Penalty: 3775.060791
	Iteration 52Q: 3 clusters Score -1.314788e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103428 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -13147889.000000 Penalty: 3775.060791
	Iteration 53Q: 3 clusters Score -1.314789e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103496 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -13147864.000000 Penalty: 3775.060791
	Iteration 54Q: 3 clusters Score -1.314786e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103580 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -13147882.000000 Penalty: 3775.060791
	Iteration 55Q: 3 clusters Score -1.314788e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103641 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -13147841.000000 Penalty: 3775.060791
	Iteration 56Q: 3 clusters Score -1.314784e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103713 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -13147869.000000 Penalty: 3775.060791
	Iteration 57Q: 3 clusters Score -1.314787e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103812 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -13147871.000000 Penalty: 3775.060791
	Iteration 58Q: 3 clusters Score -1.314787e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103917 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -13147895.000000 Penalty: 3775.060791
	Iteration 59Q: 3 clusters Score -1.31479e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104008 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -13147902.000000 Penalty: 3775.060791
	Iteration 60F: 3 clusters Score -1.31479e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104085 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -13147912.000000 Penalty: 3775.060791
	Iteration 61Q: 3 clusters Score -1.314791e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104186 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -13147920.000000 Penalty: 3775.060791
	Iteration 62Q: 3 clusters Score -1.314792e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104311 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -13147935.000000 Penalty: 3775.060791
	Iteration 63Q: 3 clusters Score -1.314794e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104435 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -13147990.000000 Penalty: 3775.060791
	Iteration 64Q: 3 clusters Score -1.314799e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104614 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -13148004.000000 Penalty: 3775.060791
	Iteration 65Q: 3 clusters Score -1.3148e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104806 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -13148058.000000 Penalty: 3775.060791
	Iteration 66Q: 3 clusters Score -1.314806e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105001 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -13148116.000000 Penalty: 3775.060791
	Iteration 67Q: 3 clusters Score -1.314812e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105212 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -13148209.000000 Penalty: 3775.060791
	Iteration 68Q: 3 clusters Score -1.314821e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105414 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -13148309.000000 Penalty: 3775.060791
	Iteration 69Q: 3 clusters Score -1.314831e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105649 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -13148344.000000 Penalty: 3775.060791
	Iteration 70Q: 3 clusters Score -1.314834e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105857 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -13148349.000000 Penalty: 3775.060791
	Iteration 71Q: 3 clusters Score -1.314835e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106051 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -13148408.000000 Penalty: 3775.060791
	Iteration 72Q: 3 clusters Score -1.314841e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106256 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -13148501.000000 Penalty: 3775.060791
	Iteration 73Q: 3 clusters Score -1.31485e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106487 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -13148596.000000 Penalty: 3775.060791
	Iteration 74Q: 3 clusters Score -1.31486e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106748 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -13148740.000000 Penalty: 3775.060791
	Iteration 75Q: 3 clusters Score -1.314874e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107022 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -13148861.000000 Penalty: 3775.060791
	Iteration 76Q: 3 clusters Score -1.314886e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107289 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -13149005.000000 Penalty: 3775.060791
	Iteration 77Q: 3 clusters Score -1.3149e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107566 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -13149143.000000 Penalty: 3775.060791
	Iteration 78Q: 3 clusters Score -1.314914e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107829 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -13149298.000000 Penalty: 3775.060791
	Iteration 79Q: 3 clusters Score -1.31493e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108086 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -13149495.000000 Penalty: 3775.060791
	Iteration 80F: 3 clusters Score -1.31495e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108314 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -13149648.000000 Penalty: 3775.060791
	Iteration 81Q: 3 clusters Score -1.314965e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108531 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -13149736.000000 Penalty: 3775.060791
	Iteration 82Q: 3 clusters Score -1.314974e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108722 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -13149847.000000 Penalty: 3775.060791
	Iteration 83Q: 3 clusters Score -1.314985e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108881 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -13149959.000000 Penalty: 3775.060791
	Iteration 84Q: 3 clusters Score -1.314996e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109033 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -13149966.000000 Penalty: 3775.060791
	Iteration 85Q: 3 clusters Score -1.314997e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109171 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -13149999.000000 Penalty: 3775.060791
	Iteration 86Q: 3 clusters Score -1.315e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109273 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -13150056.000000 Penalty: 3775.060791
	Iteration 87Q: 3 clusters Score -1.315006e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109373 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -13150060.000000 Penalty: 3775.060791
	Iteration 88Q: 3 clusters Score -1.315006e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109452 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -13150114.000000 Penalty: 3775.060791
	Iteration 89Q: 3 clusters Score -1.315011e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109529 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -13150140.000000 Penalty: 3775.060791
	Iteration 90Q: 3 clusters Score -1.315014e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109595 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -13150168.000000 Penalty: 3775.060791
	Iteration 91Q: 3 clusters Score -1.315017e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109652 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -13150201.000000 Penalty: 3775.060791
	Iteration 92Q: 3 clusters Score -1.31502e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109699 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -13150233.000000 Penalty: 3775.060791
	Iteration 93Q: 3 clusters Score -1.315023e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109741 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -13150268.000000 Penalty: 3775.060791
	Iteration 94Q: 3 clusters Score -1.315027e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109778 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -13150290.000000 Penalty: 3775.060791
	Iteration 95Q: 3 clusters Score -1.315029e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109810 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -13150321.000000 Penalty: 3775.060791
	Iteration 96Q: 3 clusters Score -1.315032e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109833 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -13150315.000000 Penalty: 3775.060791
	Iteration 97Q: 3 clusters Score -1.315032e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109857 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -13150321.000000 Penalty: 3775.060791
	Iteration 98Q: 3 clusters Score -1.315032e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109881 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -13150330.000000 Penalty: 3775.060791
	Iteration 99Q: 3 clusters Score -1.315033e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109905 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -13150352.000000 Penalty: 3775.060791
	Iteration 100F: 3 clusters Score -1.315035e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109925 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -13150364.000000 Penalty: 3775.060791
	Iteration 101Q: 3 clusters Score -1.315036e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109944 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -13150373.000000 Penalty: 3775.060791
	Iteration 102Q: 3 clusters Score -1.315037e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109971 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -13150364.000000 Penalty: 3775.060791
	Iteration 103Q: 3 clusters Score -1.315036e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109989 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -13150400.000000 Penalty: 3775.060791
	Iteration 104Q: 3 clusters Score -1.31504e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110006 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -13150396.000000 Penalty: 3775.060791
	Iteration 105Q: 3 clusters Score -1.31504e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110023 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -13150406.000000 Penalty: 3775.060791
	Iteration 106Q: 3 clusters Score -1.315041e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110043 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -13150422.000000 Penalty: 3775.060791
	Iteration 107Q: 3 clusters Score -1.315042e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110060 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -13150423.000000 Penalty: 3775.060791
	Iteration 108Q: 3 clusters Score -1.315042e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110073 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -13150437.000000 Penalty: 3775.060791
	Iteration 109Q: 3 clusters Score -1.315044e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110086 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -13150461.000000 Penalty: 3775.060791
	Iteration 110Q: 3 clusters Score -1.315046e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110093 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -13150447.000000 Penalty: 3775.060791
	Iteration 111Q: 3 clusters Score -1.315045e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110100 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -13150446.000000 Penalty: 3775.060791
	Iteration 112Q: 3 clusters Score -1.315045e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110104 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -13150456.000000 Penalty: 3775.060791
	Iteration 113Q: 3 clusters Score -1.315046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110107 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -13150465.000000 Penalty: 3775.060791
	Iteration 114Q: 3 clusters Score -1.315046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110110 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -13150454.000000 Penalty: 3775.060791
	Iteration 115Q: 3 clusters Score -1.315045e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110111 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -13150464.000000 Penalty: 3775.060791
	Iteration 116Q: 3 clusters Score -1.315046e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110115 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -13150458.000000 Penalty: 3775.060791
	Iteration 117Q: 3 clusters Score -1.315046e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110118 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -13150442.000000 Penalty: 3775.060791
	Iteration 118Q: 3 clusters Score -1.315044e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110122 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -13150466.000000 Penalty: 3775.060791
	Iteration 119Q: 3 clusters Score -1.315047e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110129 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -13150485.000000 Penalty: 3775.060791
	Iteration 120F: 3 clusters Score -1.315048e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110133 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -13150471.000000 Penalty: 3775.060791
	Iteration 121Q: 3 clusters Score -1.315047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110135 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -13150467.000000 Penalty: 3775.060791
	Iteration 122Q: 3 clusters Score -1.315047e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110136 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -13150465.000000 Penalty: 3775.060791
	Iteration 123Q: 3 clusters Score -1.315046e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110138 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -13150457.000000 Penalty: 3775.060791
	Iteration 124Q: 3 clusters Score -1.315046e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110140 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -13150461.000000 Penalty: 3775.060791
	Iteration 125Q: 3 clusters Score -1.315046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110143 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -13150466.000000 Penalty: 3775.060791
	Iteration 126Q: 3 clusters Score -1.315047e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110146 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -13150474.000000 Penalty: 3775.060791
	Iteration 127Q: 3 clusters Score -1.315047e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110149 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -13150469.000000 Penalty: 3775.060791
	Iteration 128Q: 3 clusters Score -1.315047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110151 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -13150468.000000 Penalty: 3775.060791
	Iteration 129Q: 3 clusters Score -1.315047e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110155 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -13150460.000000 Penalty: 3775.060791
	Iteration 130Q: 3 clusters Score -1.315046e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110162 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -13150468.000000 Penalty: 3775.060791
	Iteration 131Q: 3 clusters Score -1.315047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110164 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -13150465.000000 Penalty: 3775.060791
	Iteration 132Q: 3 clusters Score -1.315046e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110164 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -13150465.000000 Penalty: 3775.060791
	Iteration 133F: 3 clusters Score -1.315046e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -27395.798828 Penalty: 958.287476
	Iteration 0F: 2 clusters Score -27395.8 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 176 members 
Entering Unmasked Estep 
Score: -26487.074219 Penalty: 1916.574951
	Iteration 0F: 3 clusters Score -26487.07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -26665.060547 Penalty: 1916.574951
	Iteration 1F: 3 clusters Score -26665.06 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -26727.835938 Penalty: 1916.574951
	Iteration 2F: 3 clusters Score -26727.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -26763.089844 Penalty: 1916.574951
	Iteration 3Q: 3 clusters Score -26763.09 nChanged 11
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: -26787.798828 Penalty: 1916.574951
	Iteration 4Q: 3 clusters Score -26787.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -26813.125000 Penalty: 1916.574951
	Iteration 5Q: 3 clusters Score -26813.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -26833.433594 Penalty: 1916.574951
	Iteration 6Q: 3 clusters Score -26833.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -26855.853516 Penalty: 1916.574951
	Iteration 7Q: 3 clusters Score -26855.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -26873.974609 Penalty: 1916.574951
	Iteration 8Q: 3 clusters Score -26873.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -26879.005859 Penalty: 1916.574951
	Iteration 9Q: 3 clusters Score -26879.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -26882.378906 Penalty: 1916.574951
	Iteration 10Q: 3 clusters Score -26882.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -26884.835938 Penalty: 1916.574951
	Iteration 11Q: 3 clusters Score -26884.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -26886.099609 Penalty: 1916.574951
	Iteration 12Q: 3 clusters Score -26886.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26888.068359 Penalty: 1916.574951
	Iteration 13Q: 3 clusters Score -26888.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26888.068359 Penalty: 1916.574951
	Iteration 14F: 3 clusters Score -26888.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Entering Unmasked Estep 
Score: -407019.625000 Penalty: 1338.203125
	Iteration 0F: 2 clusters Score -407019.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -403863.531250 Penalty: 2676.406250
	Iteration 0F: 3 clusters Score -403863.5 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -404687.343750 Penalty: 2676.406250
	Iteration 1F: 3 clusters Score -404687.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -404867.218750 Penalty: 2676.406250
	Iteration 2F: 3 clusters Score -404867.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -405006.718750 Penalty: 2676.406250
	Iteration 3F: 3 clusters Score -405006.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -405126.468750 Penalty: 2676.406250
	Iteration 4Q: 3 clusters Score -405126.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -405222.500000 Penalty: 2676.406250
	Iteration 5Q: 3 clusters Score -405222.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -405311.875000 Penalty: 2676.406250
	Iteration 6Q: 3 clusters Score -405311.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -405390.312500 Penalty: 2676.406250
	Iteration 7Q: 3 clusters Score -405390.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -405459.625000 Penalty: 2676.406250
	Iteration 8Q: 3 clusters Score -405459.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -405534.718750 Penalty: 2676.406250
	Iteration 9Q: 3 clusters Score -405534.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -405608.281250 Penalty: 2676.406250
	Iteration 10Q: 3 clusters Score -405608.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -405670.156250 Penalty: 2676.406250
	Iteration 11Q: 3 clusters Score -405670.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -405719.937500 Penalty: 2676.406250
	Iteration 12Q: 3 clusters Score -405719.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -405754.843750 Penalty: 2676.406250
	Iteration 13Q: 3 clusters Score -405754.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -405779.343750 Penalty: 2676.406250
	Iteration 14Q: 3 clusters Score -405779.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -405805.406250 Penalty: 2676.406250
	Iteration 15Q: 3 clusters Score -405805.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -405845.656250 Penalty: 2676.406250
	Iteration 16Q: 3 clusters Score -405845.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -405880.218750 Penalty: 2676.406250
	Iteration 17Q: 3 clusters Score -405880.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -405914.125000 Penalty: 2676.406250
	Iteration 18Q: 3 clusters Score -405914.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -405939.156250 Penalty: 2676.406250
	Iteration 19Q: 3 clusters Score -405939.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -405957.187500 Penalty: 2676.406250
	Iteration 20F: 3 clusters Score -405957.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -405970.218750 Penalty: 2676.406250
	Iteration 21Q: 3 clusters Score -405970.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -405982.437500 Penalty: 2676.406250
	Iteration 22Q: 3 clusters Score -405982.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -405988.781250 Penalty: 2676.406250
	Iteration 23Q: 3 clusters Score -405988.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -405994.250000 Penalty: 2676.406250
	Iteration 24Q: 3 clusters Score -405994.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -405998.031250 Penalty: 2676.406250
	Iteration 25Q: 3 clusters Score -405998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -406000.968750 Penalty: 2676.406250
	Iteration 26Q: 3 clusters Score -406001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -406002.437500 Penalty: 2676.406250
	Iteration 27Q: 3 clusters Score -406002.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -406002.781250 Penalty: 2676.406250
	Iteration 28Q: 3 clusters Score -406002.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -406003.375000 Penalty: 2676.406250
	Iteration 29Q: 3 clusters Score -406003.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -406003.375000 Penalty: 2676.406250
	Iteration 30F: 3 clusters Score -406003.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Entering Unmasked Estep 
Score: -111852.320312 Penalty: 1146.067139
	Iteration 0F: 2 clusters Score -111852.3 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 569 members 
Entering Unmasked Estep 
Score: -110329.210938 Penalty: 2292.134277
	Iteration 0F: 3 clusters Score -110329.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -110690.828125 Penalty: 2292.134277
	Iteration 1F: 3 clusters Score -110690.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -110800.101562 Penalty: 2292.134277
	Iteration 2F: 3 clusters Score -110800.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -110865.945312 Penalty: 2292.134277
	Iteration 3Q: 3 clusters Score -110865.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -110919.898438 Penalty: 2292.134277
	Iteration 4Q: 3 clusters Score -110919.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -110943.820312 Penalty: 2292.134277
	Iteration 5Q: 3 clusters Score -110943.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -110967.875000 Penalty: 2292.134277
	Iteration 6Q: 3 clusters Score -110967.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -110984.343750 Penalty: 2292.134277
	Iteration 7Q: 3 clusters Score -110984.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -110995.531250 Penalty: 2292.134277
	Iteration 8Q: 3 clusters Score -110995.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -111000.281250 Penalty: 2292.134277
	Iteration 9Q: 3 clusters Score -111000.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -111003.601562 Penalty: 2292.134277
	Iteration 10Q: 3 clusters Score -111003.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -111008.734375 Penalty: 2292.134277
	Iteration 11Q: 3 clusters Score -111008.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -111009.835938 Penalty: 2292.134277
	Iteration 12Q: 3 clusters Score -111009.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -111010.773438 Penalty: 2292.134277
	Iteration 13Q: 3 clusters Score -111010.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -111010.773438 Penalty: 2292.134277
	Iteration 14F: 3 clusters Score -111010.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (29045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Entering Unmasked Estep 
Score: -3375808.750000 Penalty: 1669.947754
	Iteration 0F: 2 clusters Score -3375809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -3356237.750000 Penalty: 3339.895508
	Iteration 0F: 3 clusters Score -3356238 nChanged 13376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -3363597.000000 Penalty: 3339.895508
	Iteration 1F: 3 clusters Score -3363597 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -3364104.500000 Penalty: 3339.895508
	Iteration 2Q: 3 clusters Score -3364104 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -3364782.000000 Penalty: 3339.895508
	Iteration 3Q: 3 clusters Score -3364782 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -3365631.250000 Penalty: 3339.895508
	Iteration 4Q: 3 clusters Score -3365631 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -3366726.250000 Penalty: 3339.895508
	Iteration 5F: 3 clusters Score -3366726 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -3368035.750000 Penalty: 3339.895508
	Iteration 6F: 3 clusters Score -3368036 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -3369605.750000 Penalty: 3339.895508
	Iteration 7F: 3 clusters Score -3369606 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -3371209.000000 Penalty: 3339.895508
	Iteration 8F: 3 clusters Score -3371209 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -3372382.000000 Penalty: 3339.895508
	Iteration 9F: 3 clusters Score -3372382 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -3373015.750000 Penalty: 3339.895508
	Iteration 10Q: 3 clusters Score -3373016 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -3373390.500000 Penalty: 3339.895508
	Iteration 11Q: 3 clusters Score -3373390 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -3373643.250000 Penalty: 3339.895508
	Iteration 12Q: 3 clusters Score -3373643 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -3373850.750000 Penalty: 3339.895508
	Iteration 13Q: 3 clusters Score -3373851 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -3374016.750000 Penalty: 3339.895508
	Iteration 14Q: 3 clusters Score -3374017 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -3374154.750000 Penalty: 3339.895508
	Iteration 15Q: 3 clusters Score -3374155 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -3374270.750000 Penalty: 3339.895508
	Iteration 16Q: 3 clusters Score -3374271 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -3374301.750000 Penalty: 3339.895508
	Iteration 17Q: 3 clusters Score -3374302 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -3374330.750000 Penalty: 3339.895508
	Iteration 18Q: 3 clusters Score -3374331 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -3374361.250000 Penalty: 3339.895508
	Iteration 19Q: 3 clusters Score -3374361 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -3374364.250000 Penalty: 3339.895508
	Iteration 20F: 3 clusters Score -3374364 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -3374363.750000 Penalty: 3339.895508
	Iteration 21Q: 3 clusters Score -3374364 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -3374363.000000 Penalty: 3339.895508
	Iteration 22Q: 3 clusters Score -3374363 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -3374369.500000 Penalty: 3339.895508
	Iteration 23Q: 3 clusters Score -3374370 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -3374369.500000 Penalty: 3339.895508
	Iteration 24Q: 3 clusters Score -3374370 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -3374377.500000 Penalty: 3339.895508
	Iteration 25Q: 3 clusters Score -3374378 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -3374382.000000 Penalty: 3339.895508
	Iteration 26Q: 3 clusters Score -3374382 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -3374376.000000 Penalty: 3339.895508
	Iteration 27Q: 3 clusters Score -3374376 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -3374373.750000 Penalty: 3339.895508
	Iteration 28Q: 3 clusters Score -3374374 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -3374381.250000 Penalty: 3339.895508
	Iteration 29Q: 3 clusters Score -3374381 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -3374377.250000 Penalty: 3339.895508
	Iteration 30Q: 3 clusters Score -3374377 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -3374368.000000 Penalty: 3339.895508
	Iteration 31Q: 3 clusters Score -3374368 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -3374362.750000 Penalty: 3339.895508
	Iteration 32Q: 3 clusters Score -3374363 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -3374355.250000 Penalty: 3339.895508
	Iteration 33Q: 3 clusters Score -3374355 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -3374360.250000 Penalty: 3339.895508
	Iteration 34Q: 3 clusters Score -3374360 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -3374354.750000 Penalty: 3339.895508
	Iteration 35Q: 3 clusters Score -3374355 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -3374352.750000 Penalty: 3339.895508
	Iteration 36Q: 3 clusters Score -3374353 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -3374358.250000 Penalty: 3339.895508
	Iteration 37Q: 3 clusters Score -3374358 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -3374359.750000 Penalty: 3339.895508
	Iteration 38Q: 3 clusters Score -3374360 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -3374354.500000 Penalty: 3339.895508
	Iteration 39Q: 3 clusters Score -3374354 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -3374351.250000 Penalty: 3339.895508
	Iteration 40F: 3 clusters Score -3374351 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -3374344.250000 Penalty: 3339.895508
	Iteration 41Q: 3 clusters Score -3374344 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -3374340.500000 Penalty: 3339.895508
	Iteration 42Q: 3 clusters Score -3374340 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -3374352.750000 Penalty: 3339.895508
	Iteration 43Q: 3 clusters Score -3374353 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -3374355.000000 Penalty: 3339.895508
	Iteration 44Q: 3 clusters Score -3374355 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -3374340.250000 Penalty: 3339.895508
	Iteration 45Q: 3 clusters Score -3374340 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -3374346.250000 Penalty: 3339.895508
	Iteration 46Q: 3 clusters Score -3374346 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -3374348.750000 Penalty: 3339.895508
	Iteration 47Q: 3 clusters Score -3374349 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -3374348.750000 Penalty: 3339.895508
	Iteration 48Q: 3 clusters Score -3374349 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -3374356.000000 Penalty: 3339.895508
	Iteration 49Q: 3 clusters Score -3374356 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -3374345.750000 Penalty: 3339.895508
	Iteration 50Q: 3 clusters Score -3374346 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -3374354.000000 Penalty: 3339.895508
	Iteration 51Q: 3 clusters Score -3374354 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -3374345.250000 Penalty: 3339.895508
	Iteration 52Q: 3 clusters Score -3374345 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -3374348.000000 Penalty: 3339.895508
	Iteration 53Q: 3 clusters Score -3374348 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -3374342.750000 Penalty: 3339.895508
	Iteration 54Q: 3 clusters Score -3374343 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -3374337.500000 Penalty: 3339.895508
	Iteration 55Q: 3 clusters Score -3374338 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -3374325.500000 Penalty: 3339.895508
	Iteration 56Q: 3 clusters Score -3374326 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -3374327.750000 Penalty: 3339.895508
	Iteration 57Q: 3 clusters Score -3374328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -3374326.500000 Penalty: 3339.895508
	Iteration 58Q: 3 clusters Score -3374326 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -3374335.250000 Penalty: 3339.895508
	Iteration 59Q: 3 clusters Score -3374335 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -3374336.750000 Penalty: 3339.895508
	Iteration 60F: 3 clusters Score -3374337 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -3374334.500000 Penalty: 3339.895508
	Iteration 61Q: 3 clusters Score -3374334 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -3374331.250000 Penalty: 3339.895508
	Iteration 62Q: 3 clusters Score -3374331 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -3374325.000000 Penalty: 3339.895508
	Iteration 63Q: 3 clusters Score -3374325 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -3374329.000000 Penalty: 3339.895508
	Iteration 64Q: 3 clusters Score -3374329 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -3374335.750000 Penalty: 3339.895508
	Iteration 65Q: 3 clusters Score -3374336 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -3374337.250000 Penalty: 3339.895508
	Iteration 66Q: 3 clusters Score -3374337 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -3374339.000000 Penalty: 3339.895508
	Iteration 67Q: 3 clusters Score -3374339 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -3374335.750000 Penalty: 3339.895508
	Iteration 68Q: 3 clusters Score -3374336 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -3374345.000000 Penalty: 3339.895508
	Iteration 69Q: 3 clusters Score -3374345 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -3374352.500000 Penalty: 3339.895508
	Iteration 70Q: 3 clusters Score -3374352 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -3374343.250000 Penalty: 3339.895508
	Iteration 71Q: 3 clusters Score -3374343 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -3374338.250000 Penalty: 3339.895508
	Iteration 72Q: 3 clusters Score -3374338 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -3374340.250000 Penalty: 3339.895508
	Iteration 73Q: 3 clusters Score -3374340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -3374343.250000 Penalty: 3339.895508
	Iteration 74Q: 3 clusters Score -3374343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -3374337.000000 Penalty: 3339.895508
	Iteration 75Q: 3 clusters Score -3374337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -3374335.250000 Penalty: 3339.895508
	Iteration 76Q: 3 clusters Score -3374335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -3374331.500000 Penalty: 3339.895508
	Iteration 77Q: 3 clusters Score -3374332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -3374334.500000 Penalty: 3339.895508
	Iteration 78Q: 3 clusters Score -3374334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -3374331.000000 Penalty: 3339.895508
	Iteration 79Q: 3 clusters Score -3374331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -3374328.500000 Penalty: 3339.895508
	Iteration 80F: 3 clusters Score -3374328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -3374327.000000 Penalty: 3339.895508
	Iteration 81Q: 3 clusters Score -3374327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -3374325.000000 Penalty: 3339.895508
	Iteration 82Q: 3 clusters Score -3374325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -3374327.500000 Penalty: 3339.895508
	Iteration 83Q: 3 clusters Score -3374328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -3374323.000000 Penalty: 3339.895508
	Iteration 84Q: 3 clusters Score -3374323 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -3374320.750000 Penalty: 3339.895508
	Iteration 85Q: 3 clusters Score -3374321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -3374323.750000 Penalty: 3339.895508
	Iteration 86Q: 3 clusters Score -3374324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -3374319.250000 Penalty: 3339.895508
	Iteration 87Q: 3 clusters Score -3374319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -3374318.000000 Penalty: 3339.895508
	Iteration 88Q: 3 clusters Score -3374318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -3374322.250000 Penalty: 3339.895508
	Iteration 89Q: 3 clusters Score -3374322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -3374317.000000 Penalty: 3339.895508
	Iteration 90Q: 3 clusters Score -3374317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -3374323.750000 Penalty: 3339.895508
	Iteration 91Q: 3 clusters Score -3374324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -3374322.500000 Penalty: 3339.895508
	Iteration 92Q: 3 clusters Score -3374322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -3374323.500000 Penalty: 3339.895508
	Iteration 93Q: 3 clusters Score -3374324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -3374322.000000 Penalty: 3339.895508
	Iteration 94Q: 3 clusters Score -3374322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -3374324.750000 Penalty: 3339.895508
	Iteration 95Q: 3 clusters Score -3374325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -3374320.500000 Penalty: 3339.895508
	Iteration 96Q: 3 clusters Score -3374320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -3374322.250000 Penalty: 3339.895508
	Iteration 97Q: 3 clusters Score -3374322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -3374323.000000 Penalty: 3339.895508
	Iteration 98Q: 3 clusters Score -3374323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -3374314.000000 Penalty: 3339.895508
	Iteration 99Q: 3 clusters Score -3374314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -3374314.000000 Penalty: 3339.895508
	Iteration 100F: 3 clusters Score -3374314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -3374314.500000 Penalty: 3339.895508
	Iteration 101Q: 3 clusters Score -3374314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -3374311.250000 Penalty: 3339.895508
	Iteration 102Q: 3 clusters Score -3374311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -3374309.000000 Penalty: 3339.895508
	Iteration 103Q: 3 clusters Score -3374309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -3374309.500000 Penalty: 3339.895508
	Iteration 104Q: 3 clusters Score -3374310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -3374310.250000 Penalty: 3339.895508
	Iteration 105Q: 3 clusters Score -3374310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -3374311.000000 Penalty: 3339.895508
	Iteration 106Q: 3 clusters Score -3374311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -3374312.250000 Penalty: 3339.895508
	Iteration 107Q: 3 clusters Score -3374312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -3374313.750000 Penalty: 3339.895508
	Iteration 108Q: 3 clusters Score -3374314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -3374313.500000 Penalty: 3339.895508
	Iteration 109Q: 3 clusters Score -3374314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -3374317.250000 Penalty: 3339.895508
	Iteration 110Q: 3 clusters Score -3374317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -3374316.250000 Penalty: 3339.895508
	Iteration 111Q: 3 clusters Score -3374316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -3374314.500000 Penalty: 3339.895508
	Iteration 112Q: 3 clusters Score -3374314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -3374314.000000 Penalty: 3339.895508
	Iteration 113Q: 3 clusters Score -3374314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -3374318.000000 Penalty: 3339.895508
	Iteration 114Q: 3 clusters Score -3374318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -3374317.250000 Penalty: 3339.895508
	Iteration 115Q: 3 clusters Score -3374317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -3374311.250000 Penalty: 3339.895508
	Iteration 116Q: 3 clusters Score -3374311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -3374318.500000 Penalty: 3339.895508
	Iteration 117Q: 3 clusters Score -3374318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -3374316.250000 Penalty: 3339.895508
	Iteration 118Q: 3 clusters Score -3374316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -3374319.250000 Penalty: 3339.895508
	Iteration 119Q: 3 clusters Score -3374319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -3374320.250000 Penalty: 3339.895508
	Iteration 120F: 3 clusters Score -3374320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -3374317.000000 Penalty: 3339.895508
	Iteration 121Q: 3 clusters Score -3374317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -3374316.000000 Penalty: 3339.895508
	Iteration 122Q: 3 clusters Score -3374316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -3374316.500000 Penalty: 3339.895508
	Iteration 123Q: 3 clusters Score -3374316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -3374316.750000 Penalty: 3339.895508
	Iteration 124Q: 3 clusters Score -3374317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -3374315.750000 Penalty: 3339.895508
	Iteration 125Q: 3 clusters Score -3374316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -3374315.750000 Penalty: 3339.895508
	Iteration 126F: 3 clusters Score -3374316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (72201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72201 members 
Entering Unmasked Estep 
Score: -8620555.000000 Penalty: 1817.921509
	Iteration 0F: 2 clusters Score -8620555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 36059 members 
Entering Unmasked Estep 
Score: -8572225.000000 Penalty: 3635.843018
	Iteration 0F: 3 clusters Score -8572225 nChanged 34244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36042 members 
Mstep: Class 2 contains 36159 members 
Entering Unmasked Estep 
Score: -8591789.000000 Penalty: 3635.843018
	Iteration 1F: 3 clusters Score -8591789 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36075 members 
Mstep: Class 2 contains 36126 members 
Entering Unmasked Estep 
Score: -8592148.000000 Penalty: 3635.843018
	Iteration 2Q: 3 clusters Score -8592148 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36205 members 
Mstep: Class 2 contains 35996 members 
Entering Unmasked Estep 
Score: -8592536.000000 Penalty: 3635.843018
	Iteration 3Q: 3 clusters Score -8592536 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36408 members 
Mstep: Class 2 contains 35793 members 
Entering Unmasked Estep 
Score: -8592835.000000 Penalty: 3635.843018
	Iteration 4Q: 3 clusters Score -8592835 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36680 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -8593119.000000 Penalty: 3635.843018
	Iteration 5Q: 3 clusters Score -8593119 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37122 members 
Mstep: Class 2 contains 35079 members 
Entering Unmasked Estep 
Score: -8593320.000000 Penalty: 3635.843018
	Iteration 6Q: 3 clusters Score -8593320 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37738 members 
Mstep: Class 2 contains 34463 members 
Entering Unmasked Estep 
Score: -8593644.000000 Penalty: 3635.843018
	Iteration 7Q: 3 clusters Score -8593644 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38633 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -8594050.000000 Penalty: 3635.843018
	Iteration 8Q: 3 clusters Score -8594050 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40007 members 
Mstep: Class 2 contains 32194 members 
Entering Unmasked Estep 
Score: -8594658.000000 Penalty: 3635.843018
	Iteration 9Q: 3 clusters Score -8594658 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41976 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -8595489.000000 Penalty: 3635.843018
	Iteration 10Q: 3 clusters Score -8595489 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44773 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -8596946.000000 Penalty: 3635.843018
	Iteration 11Q: 3 clusters Score -8596946 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48530 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -8599232.000000 Penalty: 3635.843018
	Iteration 12F: 3 clusters Score -8599232 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53282 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -8602814.000000 Penalty: 3635.843018
	Iteration 13F: 3 clusters Score -8602814 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58495 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -8607502.000000 Penalty: 3635.843018
	Iteration 14F: 3 clusters Score -8607502 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63050 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -8611723.000000 Penalty: 3635.843018
	Iteration 15F: 3 clusters Score -8611723 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66057 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -8614715.000000 Penalty: 3635.843018
	Iteration 16Q: 3 clusters Score -8614715 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67816 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -8616569.000000 Penalty: 3635.843018
	Iteration 17Q: 3 clusters Score -8616569 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68771 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -8617562.000000 Penalty: 3635.843018
	Iteration 18Q: 3 clusters Score -8617562 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69356 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -8618116.000000 Penalty: 3635.843018
	Iteration 19Q: 3 clusters Score -8618116 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69721 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -8618412.000000 Penalty: 3635.843018
	Iteration 20F: 3 clusters Score -8618412 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69976 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -8618602.000000 Penalty: 3635.843018
	Iteration 21Q: 3 clusters Score -8618602 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70155 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -8618728.000000 Penalty: 3635.843018
	Iteration 22Q: 3 clusters Score -8618728 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70295 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -8618819.000000 Penalty: 3635.843018
	Iteration 23Q: 3 clusters Score -8618819 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70399 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -8618869.000000 Penalty: 3635.843018
	Iteration 24Q: 3 clusters Score -8618869 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70482 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -8618905.000000 Penalty: 3635.843018
	Iteration 25Q: 3 clusters Score -8618905 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70563 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -8618971.000000 Penalty: 3635.843018
	Iteration 26Q: 3 clusters Score -8618971 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70629 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -8619010.000000 Penalty: 3635.843018
	Iteration 27Q: 3 clusters Score -8619010 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70670 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -8619035.000000 Penalty: 3635.843018
	Iteration 28Q: 3 clusters Score -8619035 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70702 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -8619073.000000 Penalty: 3635.843018
	Iteration 29Q: 3 clusters Score -8619073 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70736 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -8619092.000000 Penalty: 3635.843018
	Iteration 30Q: 3 clusters Score -8619092 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70769 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -8619104.000000 Penalty: 3635.843018
	Iteration 31Q: 3 clusters Score -8619104 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70800 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -8619136.000000 Penalty: 3635.843018
	Iteration 32Q: 3 clusters Score -8619136 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70829 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -8619152.000000 Penalty: 3635.843018
	Iteration 33Q: 3 clusters Score -8619152 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70850 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -8619160.000000 Penalty: 3635.843018
	Iteration 34Q: 3 clusters Score -8619160 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70860 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -8619175.000000 Penalty: 3635.843018
	Iteration 35Q: 3 clusters Score -8619175 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70873 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -8619187.000000 Penalty: 3635.843018
	Iteration 36Q: 3 clusters Score -8619187 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70888 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -8619202.000000 Penalty: 3635.843018
	Iteration 37Q: 3 clusters Score -8619202 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70909 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -8619214.000000 Penalty: 3635.843018
	Iteration 38Q: 3 clusters Score -8619214 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70926 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -8619219.000000 Penalty: 3635.843018
	Iteration 39Q: 3 clusters Score -8619219 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70941 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -8619219.000000 Penalty: 3635.843018
	Iteration 40F: 3 clusters Score -8619219 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70961 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -8619220.000000 Penalty: 3635.843018
	Iteration 41Q: 3 clusters Score -8619220 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70976 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -8619233.000000 Penalty: 3635.843018
	Iteration 42Q: 3 clusters Score -8619233 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70987 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -8619243.000000 Penalty: 3635.843018
	Iteration 43Q: 3 clusters Score -8619243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70992 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -8619240.000000 Penalty: 3635.843018
	Iteration 44Q: 3 clusters Score -8619240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71003 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -8619236.000000 Penalty: 3635.843018
	Iteration 45Q: 3 clusters Score -8619236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71010 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -8619230.000000 Penalty: 3635.843018
	Iteration 46Q: 3 clusters Score -8619230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71015 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -8619240.000000 Penalty: 3635.843018
	Iteration 47Q: 3 clusters Score -8619240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71018 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -8619254.000000 Penalty: 3635.843018
	Iteration 48Q: 3 clusters Score -8619254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71021 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -8619251.000000 Penalty: 3635.843018
	Iteration 49Q: 3 clusters Score -8619251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71024 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -8619253.000000 Penalty: 3635.843018
	Iteration 50Q: 3 clusters Score -8619253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71027 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -8619252.000000 Penalty: 3635.843018
	Iteration 51Q: 3 clusters Score -8619252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71032 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -8619250.000000 Penalty: 3635.843018
	Iteration 52Q: 3 clusters Score -8619250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71034 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -8619253.000000 Penalty: 3635.843018
	Iteration 53Q: 3 clusters Score -8619253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71038 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -8619254.000000 Penalty: 3635.843018
	Iteration 54Q: 3 clusters Score -8619254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71040 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -8619260.000000 Penalty: 3635.843018
	Iteration 55Q: 3 clusters Score -8619260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71041 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -8619255.000000 Penalty: 3635.843018
	Iteration 56Q: 3 clusters Score -8619255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71042 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -8619253.000000 Penalty: 3635.843018
	Iteration 57Q: 3 clusters Score -8619253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71042 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -8619253.000000 Penalty: 3635.843018
	Iteration 58F: 3 clusters Score -8619253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -29856.156250 Penalty: 977.228760
	Iteration 0F: 2 clusters Score -29856.16 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 197 members 
Entering Unmasked Estep 
Score: -28886.000000 Penalty: 1954.457520
	Iteration 0F: 3 clusters Score -28886 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -29071.117188 Penalty: 1954.457520
	Iteration 1F: 3 clusters Score -29071.12 nChanged 29
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: -29152.251953 Penalty: 1954.457520
	Iteration 2F: 3 clusters Score -29152.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -29234.333984 Penalty: 1954.457520
	Iteration 3Q: 3 clusters Score -29234.33 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -29305.197266 Penalty: 1954.457520
	Iteration 4Q: 3 clusters Score -29305.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -29350.267578 Penalty: 1954.457520
	Iteration 5Q: 3 clusters Score -29350.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -29405.115234 Penalty: 1954.457520
	Iteration 6Q: 3 clusters Score -29405.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -29428.865234 Penalty: 1954.457520
	Iteration 7Q: 3 clusters Score -29428.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -29441.251953 Penalty: 1954.457520
	Iteration 8Q: 3 clusters Score -29441.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -29443.234375 Penalty: 1954.457520
	Iteration 9Q: 3 clusters Score -29443.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -29457.910156 Penalty: 1954.457520
	Iteration 10Q: 3 clusters Score -29457.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -29474.478516 Penalty: 1954.457520
	Iteration 11Q: 3 clusters Score -29474.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -29484.105469 Penalty: 1954.457520
	Iteration 12Q: 3 clusters Score -29484.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -29500.609375 Penalty: 1954.457520
	Iteration 13Q: 3 clusters Score -29500.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -29518.275391 Penalty: 1954.457520
	Iteration 14Q: 3 clusters Score -29518.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -29548.513672 Penalty: 1954.457520
	Iteration 15Q: 3 clusters Score -29548.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -29572.912109 Penalty: 1954.457520
	Iteration 16Q: 3 clusters Score -29572.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -29597.363281 Penalty: 1954.457520
	Iteration 17Q: 3 clusters Score -29597.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -29620.705078 Penalty: 1954.457520
	Iteration 18Q: 3 clusters Score -29620.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -29621.615234 Penalty: 1954.457520
	Iteration 19Q: 3 clusters Score -29621.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -29627.414062 Penalty: 1954.457520
	Iteration 20F: 3 clusters Score -29627.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -29643.302734 Penalty: 1954.457520
	Iteration 21Q: 3 clusters Score -29643.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -29651.099609 Penalty: 1954.457520
	Iteration 22Q: 3 clusters Score -29651.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -29658.162109 Penalty: 1954.457520
	Iteration 23Q: 3 clusters Score -29658.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -29667.187500 Penalty: 1954.457520
	Iteration 24Q: 3 clusters Score -29667.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29670.113281 Penalty: 1954.457520
	Iteration 25Q: 3 clusters Score -29670.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29670.113281 Penalty: 1954.457520
	Iteration 26F: 3 clusters Score -29670.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Entering Unmasked Estep 
Score: -119733.585938 Penalty: 1146.207642
	Iteration 0F: 2 clusters Score -119733.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -118184.406250 Penalty: 2292.415283
	Iteration 0F: 3 clusters Score -118184.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -118656.265625 Penalty: 2292.415283
	Iteration 1F: 3 clusters Score -118656.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -119172.820312 Penalty: 2292.415283
	Iteration 2F: 3 clusters Score -119172.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -119732.929688 Penalty: 2292.415283
	Iteration 3F: 3 clusters Score -119732.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -120053.546875 Penalty: 2292.415283
	Iteration 4F: 3 clusters Score -120053.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -120225.734375 Penalty: 2292.415283
	Iteration 5F: 3 clusters Score -120225.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -120331.398438 Penalty: 2292.415283
	Iteration 6Q: 3 clusters Score -120331.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -120363.039062 Penalty: 2292.415283
	Iteration 7Q: 3 clusters Score -120363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -120371.507812 Penalty: 2292.415283
	Iteration 8Q: 3 clusters Score -120371.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -120376.531250 Penalty: 2292.415283
	Iteration 9Q: 3 clusters Score -120376.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -120377.250000 Penalty: 2292.415283
	Iteration 10Q: 3 clusters Score -120377.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -120377.250000 Penalty: 2292.415283
	Iteration 11F: 3 clusters Score -120377.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 99116 members 
Mstep: Class 2 contains 45263 members 
Mstep: Class 3 contains 3971 members 
Mstep: Class 4 contains 11418 members 
Mstep: Class 5 contains 59256 members 
Mstep: Class 6 contains 42075 members 
Mstep: Class 7 contains 460 members 
Mstep: Class 8 contains 98136 members 
Mstep: Class 9 contains 197307 members 
Mstep: Class 10 contains 66273 members 
Mstep: Class 11 contains 7019 members 
Mstep: Class 12 contains 9629 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 763 members 
Mstep: Class 15 contains 2209 members 
Mstep: Class 16 contains 17551 members 
Mstep: Class 17 contains 15723 members 
Mstep: Class 18 contains 12840 members 
Mstep: Class 19 contains 93388 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 513 members 
Mstep: Class 22 contains 1555 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 49836 members 
Mstep: Class 26 contains 210 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 105694 members 
Mstep: Class 29 contains 84527 members 
Mstep: Class 30 contains 80564 members 
Mstep: Class 31 contains 5992 members 
Mstep: Class 32 contains 110810 members 
Mstep: Class 33 contains 364 members 
Mstep: Class 34 contains 3771 members 
Mstep: Class 35 contains 1156 members 
Mstep: Class 36 contains 29045 members 
Mstep: Class 37 contains 72201 members 
Mstep: Class 38 contains 409 members 
Mstep: Class 39 contains 526 members 
Mstep: Class 40 contains 33787 members 
Mstep: Class 41 contains 29074 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 96457 members 
Mstep: Class 44 contains 98330 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 513 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 336 members 
Mstep: Class 49 contains 9100 members 
Mstep: Class 50 contains 70133 members 
Mstep: Class 51 contains 48939 members 
Mstep: Class 52 contains 631 members 
Entering Unmasked Estep 
Score: -194696800.000000 Penalty: 121337.851562
Splitting cluster 39 changes total score from -194694624.000000 to -194696800.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 40 (33787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33787 members 
Entering Unmasked Estep 
Score: -4012275.250000 Penalty: 1694.522583
	Iteration 0F: 2 clusters Score -4012275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -3989471.750000 Penalty: 3389.045166
	Iteration 0F: 3 clusters Score -3989472 nChanged 15658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -3998264.500000 Penalty: 3389.045166
	Iteration 1F: 3 clusters Score -3998264 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -3998635.000000 Penalty: 3389.045166
	Iteration 2Q: 3 clusters Score -3998635 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -3998969.750000 Penalty: 3389.045166
	Iteration 3Q: 3 clusters Score -3998970 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -3999374.000000 Penalty: 3389.045166
	Iteration 4Q: 3 clusters Score -3999374 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -3999827.000000 Penalty: 3389.045166
	Iteration 5Q: 3 clusters Score -3999827 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -4000408.500000 Penalty: 3389.045166
	Iteration 6Q: 3 clusters Score -4000408 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -4001189.000000 Penalty: 3389.045166
	Iteration 7Q: 3 clusters Score -4001189 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -4002301.250000 Penalty: 3389.045166
	Iteration 8F: 3 clusters Score -4002301 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -4003810.500000 Penalty: 3389.045166
	Iteration 9F: 3 clusters Score -4003810 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -4005591.500000 Penalty: 3389.045166
	Iteration 10F: 3 clusters Score -4005592 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -4007052.250000 Penalty: 3389.045166
	Iteration 11F: 3 clusters Score -4007052 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -4007769.250000 Penalty: 3389.045166
	Iteration 12Q: 3 clusters Score -4007769 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -4008078.750000 Penalty: 3389.045166
	Iteration 13Q: 3 clusters Score -4008079 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -4008256.750000 Penalty: 3389.045166
	Iteration 14Q: 3 clusters Score -4008257 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -4008391.500000 Penalty: 3389.045166
	Iteration 15Q: 3 clusters Score -4008392 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -4008522.000000 Penalty: 3389.045166
	Iteration 16Q: 3 clusters Score -4008522 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -4008637.750000 Penalty: 3389.045166
	Iteration 17Q: 3 clusters Score -4008638 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -4008771.250000 Penalty: 3389.045166
	Iteration 18Q: 3 clusters Score -4008771 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -4008916.000000 Penalty: 3389.045166
	Iteration 19Q: 3 clusters Score -4008916 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 24970 members 
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Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 25379 members 
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Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 25766 members 
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Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 26116 members 
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	Iteration 25Q: 3 clusters Score -4009863 nChanged 324
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Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 26631 members 
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Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 26837 members 
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Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 27027 members 
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Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 27188 members 
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Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 27331 members 
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Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 27467 members 
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Mstep: Class 2 contains 27585 members 
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	Iteration 33Q: 3 clusters Score -4010356 nChanged 125
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Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 27700 members 
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	Iteration 34Q: 3 clusters Score -4010368 nChanged 120
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Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 27800 members 
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Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 27901 members 
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Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 27988 members 
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Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 28070 members 
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Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 28155 members 
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	Iteration 39Q: 3 clusters Score -4010491 nChanged 107
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Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4010510 nChanged 91
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Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 28323 members 
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Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 28408 members 
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Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 28484 members 
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Mstep: Class 1 contains 5230 members 
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Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 28711 members 
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Mstep: Class 2 contains 28782 members 
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Mstep: Class 1 contains 4931 members 
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Mstep: Class 2 contains 28925 members 
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	Iteration 49Q: 3 clusters Score -4010611 nChanged 75
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Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 29608 members 
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Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 29648 members 
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	Iteration 60F: 3 clusters Score -4010724 nChanged 35
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Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 29683 members 
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	Iteration 61Q: 3 clusters Score -4010726 nChanged 35
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Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 29718 members 
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	Iteration 62Q: 3 clusters Score -4010737 nChanged 23
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Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 29741 members 
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	Iteration 63Q: 3 clusters Score -4010734 nChanged 18
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Mstep: Class 1 contains 4028 members 
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	Iteration 64Q: 3 clusters Score -4010732 nChanged 23
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	Iteration 65Q: 3 clusters Score -4010742 nChanged 29
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	Iteration 66Q: 3 clusters Score -4010740 nChanged 35
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	Iteration 68Q: 3 clusters Score -4010753 nChanged 33
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	Iteration 69Q: 3 clusters Score -4010756 nChanged 22
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	Iteration 70Q: 3 clusters Score -4010763 nChanged 20
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	Iteration 71Q: 3 clusters Score -4010764 nChanged 33
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	Iteration 72Q: 3 clusters Score -4010771 nChanged 31
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	Iteration 73Q: 3 clusters Score -4010775 nChanged 30
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	Iteration 74Q: 3 clusters Score -4010778 nChanged 35
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	Iteration 75Q: 3 clusters Score -4010780 nChanged 31
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	Iteration 76Q: 3 clusters Score -4010785 nChanged 34
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	Iteration 77Q: 3 clusters Score -4010788 nChanged 29
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	Iteration 78Q: 3 clusters Score -4010795 nChanged 27
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	Iteration 79Q: 3 clusters Score -4010801 nChanged 27
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	Iteration 80F: 3 clusters Score -4010804 nChanged 24
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	Iteration 81Q: 3 clusters Score -4010806 nChanged 29
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	Iteration 82Q: 3 clusters Score -4010814 nChanged 32
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Mstep: Class 1 contains 3468 members 
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	Iteration 83Q: 3 clusters Score -4010814 nChanged 41
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	Iteration 84Q: 3 clusters Score -4010820 nChanged 31
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	Iteration 85Q: 3 clusters Score -4010824 nChanged 26
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	Iteration 86Q: 3 clusters Score -4010824 nChanged 25
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	Iteration 87Q: 3 clusters Score -4010829 nChanged 19
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	Iteration 88Q: 3 clusters Score -4010828 nChanged 11
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	Iteration 89Q: 3 clusters Score -4010828 nChanged 14
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	Iteration 90Q: 3 clusters Score -4010834 nChanged 13
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	Iteration 91Q: 3 clusters Score -4010836 nChanged 14
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	Iteration 92Q: 3 clusters Score -4010836 nChanged 10
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	Iteration 93Q: 3 clusters Score -4010837 nChanged 9
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	Iteration 94Q: 3 clusters Score -4010834 nChanged 2
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	Iteration 95Q: 3 clusters Score -4010836 nChanged 4
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	Iteration 96Q: 3 clusters Score -4010839 nChanged 2
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	Iteration 97Q: 3 clusters Score -4010836 nChanged 6
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	Iteration 98Q: 3 clusters Score -4010834 nChanged 9
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	Iteration 99Q: 3 clusters Score -4010838 nChanged 8
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	Iteration 100F: 3 clusters Score -4010836 nChanged 8
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	Iteration 101Q: 3 clusters Score -4010834 nChanged 7
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	Iteration 102Q: 3 clusters Score -4010835 nChanged 2
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	Iteration 103Q: 3 clusters Score -4010840 nChanged 1
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	Iteration 104Q: 3 clusters Score -4010843 nChanged 3
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	Iteration 105Q: 3 clusters Score -4010846 nChanged 1
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	Iteration 106Q: 3 clusters Score -4010843 nChanged 3
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	Iteration 107Q: 3 clusters Score -4010845 nChanged 4
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	Iteration 108Q: 3 clusters Score -4010850 nChanged 4
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	Iteration 109Q: 3 clusters Score -4010842 nChanged 6
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	Iteration 110Q: 3 clusters Score -4010842 nChanged 4
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	Iteration 111Q: 3 clusters Score -4010840 nChanged 2
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	Iteration 112Q: 3 clusters Score -4010842 nChanged 2
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	Iteration 113Q: 3 clusters Score -4010846 nChanged 2
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Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -4010845.500000 Penalty: 3389.045166
	Iteration 114Q: 3 clusters Score -4010846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -4010847.250000 Penalty: 3389.045166
	Iteration 115Q: 3 clusters Score -4010847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -4010847.250000 Penalty: 3389.045166
	Iteration 116F: 3 clusters Score -4010847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (29074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29074 members 
Entering Unmasked Estep 
Score: -3191098.250000 Penalty: 1670.109863
	Iteration 0F: 2 clusters Score -3191098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -3171496.000000 Penalty: 3340.219727
	Iteration 0F: 3 clusters Score -3171496 nChanged 13389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -3178997.750000 Penalty: 3340.219727
	Iteration 1F: 3 clusters Score -3178998 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -3179458.750000 Penalty: 3340.219727
	Iteration 2Q: 3 clusters Score -3179459 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -3179884.000000 Penalty: 3340.219727
	Iteration 3Q: 3 clusters Score -3179884 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -3180333.500000 Penalty: 3340.219727
	Iteration 4Q: 3 clusters Score -3180334 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -3180840.500000 Penalty: 3340.219727
	Iteration 5Q: 3 clusters Score -3180840 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -3181490.000000 Penalty: 3340.219727
	Iteration 6Q: 3 clusters Score -3181490 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -3182267.750000 Penalty: 3340.219727
	Iteration 7F: 3 clusters Score -3182268 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -3183149.750000 Penalty: 3340.219727
	Iteration 8F: 3 clusters Score -3183150 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -3184200.000000 Penalty: 3340.219727
	Iteration 9F: 3 clusters Score -3184200 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -3185295.500000 Penalty: 3340.219727
	Iteration 10F: 3 clusters Score -3185296 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -3186246.250000 Penalty: 3340.219727
	Iteration 11Q: 3 clusters Score -3186246 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -3186950.250000 Penalty: 3340.219727
	Iteration 12Q: 3 clusters Score -3186950 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -3187460.250000 Penalty: 3340.219727
	Iteration 13Q: 3 clusters Score -3187460 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -3187833.500000 Penalty: 3340.219727
	Iteration 14Q: 3 clusters Score -3187834 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -3188106.500000 Penalty: 3340.219727
	Iteration 15Q: 3 clusters Score -3188106 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -3188381.000000 Penalty: 3340.219727
	Iteration 16Q: 3 clusters Score -3188381 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -3188629.750000 Penalty: 3340.219727
	Iteration 17Q: 3 clusters Score -3188630 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -3188838.750000 Penalty: 3340.219727
	Iteration 18Q: 3 clusters Score -3188839 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -3188999.250000 Penalty: 3340.219727
	Iteration 19Q: 3 clusters Score -3188999 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3189117.750000 Penalty: 3340.219727
	Iteration 20F: 3 clusters Score -3189118 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3189222.750000 Penalty: 3340.219727
	Iteration 21Q: 3 clusters Score -3189223 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3189313.750000 Penalty: 3340.219727
	Iteration 22Q: 3 clusters Score -3189314 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -3189378.500000 Penalty: 3340.219727
	Iteration 23Q: 3 clusters Score -3189378 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28190 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3189442.250000 Penalty: 3340.219727
	Iteration 24Q: 3 clusters Score -3189442 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3189485.500000 Penalty: 3340.219727
	Iteration 25Q: 3 clusters Score -3189486 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3189529.250000 Penalty: 3340.219727
	Iteration 26Q: 3 clusters Score -3189529 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28369 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3189556.500000 Penalty: 3340.219727
	Iteration 27Q: 3 clusters Score -3189556 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -3189579.750000 Penalty: 3340.219727
	Iteration 28Q: 3 clusters Score -3189580 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28450 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3189604.250000 Penalty: 3340.219727
	Iteration 29Q: 3 clusters Score -3189604 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3189629.000000 Penalty: 3340.219727
	Iteration 30Q: 3 clusters Score -3189629 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3189651.750000 Penalty: 3340.219727
	Iteration 31Q: 3 clusters Score -3189652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3189666.750000 Penalty: 3340.219727
	Iteration 32Q: 3 clusters Score -3189667 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3189672.250000 Penalty: 3340.219727
	Iteration 33Q: 3 clusters Score -3189672 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3189686.000000 Penalty: 3340.219727
	Iteration 34Q: 3 clusters Score -3189686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3189690.000000 Penalty: 3340.219727
	Iteration 35Q: 3 clusters Score -3189690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3189702.000000 Penalty: 3340.219727
	Iteration 36Q: 3 clusters Score -3189702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28575 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3189706.750000 Penalty: 3340.219727
	Iteration 37Q: 3 clusters Score -3189707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3189713.000000 Penalty: 3340.219727
	Iteration 38Q: 3 clusters Score -3189713 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3189720.250000 Penalty: 3340.219727
	Iteration 39Q: 3 clusters Score -3189720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3189723.750000 Penalty: 3340.219727
	Iteration 40F: 3 clusters Score -3189724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3189725.750000 Penalty: 3340.219727
	Iteration 41Q: 3 clusters Score -3189726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28606 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3189729.750000 Penalty: 3340.219727
	Iteration 42Q: 3 clusters Score -3189730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3189734.750000 Penalty: 3340.219727
	Iteration 43Q: 3 clusters Score -3189735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -3189739.250000 Penalty: 3340.219727
	Iteration 44Q: 3 clusters Score -3189739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28624 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3189742.750000 Penalty: 3340.219727
	Iteration 45Q: 3 clusters Score -3189743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3189745.750000 Penalty: 3340.219727
	Iteration 46Q: 3 clusters Score -3189746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3189744.500000 Penalty: 3340.219727
	Iteration 47Q: 3 clusters Score -3189744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3189747.250000 Penalty: 3340.219727
	Iteration 48Q: 3 clusters Score -3189747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28637 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3189749.000000 Penalty: 3340.219727
	Iteration 49Q: 3 clusters Score -3189749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28640 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3189752.750000 Penalty: 3340.219727
	Iteration 50Q: 3 clusters Score -3189753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3189753.500000 Penalty: 3340.219727
	Iteration 51Q: 3 clusters Score -3189754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3189756.250000 Penalty: 3340.219727
	Iteration 52Q: 3 clusters Score -3189756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3189754.750000 Penalty: 3340.219727
	Iteration 53Q: 3 clusters Score -3189755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3189755.750000 Penalty: 3340.219727
	Iteration 54Q: 3 clusters Score -3189756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3189755.750000 Penalty: 3340.219727
	Iteration 55F: 3 clusters Score -3189756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Entering Unmasked Estep 
Score: -57028.128906 Penalty: 1030.308350
	Iteration 0F: 2 clusters Score -57028.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -55922.679688 Penalty: 2060.616699
	Iteration 0F: 3 clusters Score -55922.68 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -56159.382812 Penalty: 2060.616699
	Iteration 1F: 3 clusters Score -56159.38 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -56258.203125 Penalty: 2060.616699
	Iteration 2F: 3 clusters Score -56258.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -56332.527344 Penalty: 2060.616699
	Iteration 3F: 3 clusters Score -56332.53 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -56411.292969 Penalty: 2060.616699
	Iteration 4Q: 3 clusters Score -56411.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -56455.792969 Penalty: 2060.616699
	Iteration 5Q: 3 clusters Score -56455.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -56478.445312 Penalty: 2060.616699
	Iteration 6Q: 3 clusters Score -56478.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -56498.871094 Penalty: 2060.616699
	Iteration 7Q: 3 clusters Score -56498.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -56523.570312 Penalty: 2060.616699
	Iteration 8Q: 3 clusters Score -56523.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -56548.621094 Penalty: 2060.616699
	Iteration 9Q: 3 clusters Score -56548.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -56566.089844 Penalty: 2060.616699
	Iteration 10Q: 3 clusters Score -56566.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -56578.687500 Penalty: 2060.616699
	Iteration 11Q: 3 clusters Score -56578.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -56579.964844 Penalty: 2060.616699
	Iteration 12Q: 3 clusters Score -56579.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -56583.675781 Penalty: 2060.616699
	Iteration 13Q: 3 clusters Score -56583.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -56584.207031 Penalty: 2060.616699
	Iteration 14Q: 3 clusters Score -56584.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -56584.207031 Penalty: 2060.616699
	Iteration 15F: 3 clusters Score -56584.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (96457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96457 members 
Entering Unmasked Estep 
Score: -11283651.000000 Penalty: 1864.988525
	Iteration 0F: 2 clusters Score -1.128365e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48172 members 
Mstep: Class 2 contains 48285 members 
Entering Unmasked Estep 
Score: -11219919.000000 Penalty: 3729.977051
	Iteration 0F: 3 clusters Score -1.121992e+07 nChanged 46160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47426 members 
Mstep: Class 2 contains 49031 members 
Entering Unmasked Estep 
Score: -11246482.000000 Penalty: 3729.977051
	Iteration 1F: 3 clusters Score -1.124648e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47062 members 
Mstep: Class 2 contains 49395 members 
Entering Unmasked Estep 
Score: -11246996.000000 Penalty: 3729.977051
	Iteration 2Q: 3 clusters Score -1.1247e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46511 members 
Mstep: Class 2 contains 49946 members 
Entering Unmasked Estep 
Score: -11247474.000000 Penalty: 3729.977051
	Iteration 3Q: 3 clusters Score -1.124747e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45636 members 
Mstep: Class 2 contains 50821 members 
Entering Unmasked Estep 
Score: -11248260.000000 Penalty: 3729.977051
	Iteration 4Q: 3 clusters Score -1.124826e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44340 members 
Mstep: Class 2 contains 52117 members 
Entering Unmasked Estep 
Score: -11249242.000000 Penalty: 3729.977051
	Iteration 5Q: 3 clusters Score -1.124924e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42506 members 
Mstep: Class 2 contains 53951 members 
Entering Unmasked Estep 
Score: -11250713.000000 Penalty: 3729.977051
	Iteration 6Q: 3 clusters Score -1.125071e+07 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39924 members 
Mstep: Class 2 contains 56533 members 
Entering Unmasked Estep 
Score: -11253007.000000 Penalty: 3729.977051
	Iteration 7Q: 3 clusters Score -1.125301e+07 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36655 members 
Mstep: Class 2 contains 59802 members 
Entering Unmasked Estep 
Score: -11256751.000000 Penalty: 3729.977051
	Iteration 8F: 3 clusters Score -1.125675e+07 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 63362 members 
Entering Unmasked Estep 
Score: -11261943.000000 Penalty: 3729.977051
	Iteration 9F: 3 clusters Score -1.126194e+07 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 66498 members 
Entering Unmasked Estep 
Score: -11267305.000000 Penalty: 3729.977051
	Iteration 10F: 3 clusters Score -1.12673e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 68500 members 
Entering Unmasked Estep 
Score: -11271293.000000 Penalty: 3729.977051
	Iteration 11F: 3 clusters Score -1.127129e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 69715 members 
Entering Unmasked Estep 
Score: -11273557.000000 Penalty: 3729.977051
	Iteration 12Q: 3 clusters Score -1.127356e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 70560 members 
Entering Unmasked Estep 
Score: -11275043.000000 Penalty: 3729.977051
	Iteration 13Q: 3 clusters Score -1.127504e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 71232 members 
Entering Unmasked Estep 
Score: -11276189.000000 Penalty: 3729.977051
	Iteration 14Q: 3 clusters Score -1.127619e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 71757 members 
Entering Unmasked Estep 
Score: -11277156.000000 Penalty: 3729.977051
	Iteration 15Q: 3 clusters Score -1.127716e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 72187 members 
Entering Unmasked Estep 
Score: -11277924.000000 Penalty: 3729.977051
	Iteration 16Q: 3 clusters Score -1.127792e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 72546 members 
Entering Unmasked Estep 
Score: -11278438.000000 Penalty: 3729.977051
	Iteration 17Q: 3 clusters Score -1.127844e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 72818 members 
Entering Unmasked Estep 
Score: -11278938.000000 Penalty: 3729.977051
	Iteration 18Q: 3 clusters Score -1.127894e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 73064 members 
Entering Unmasked Estep 
Score: -11279324.000000 Penalty: 3729.977051
	Iteration 19Q: 3 clusters Score -1.127932e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 73242 members 
Entering Unmasked Estep 
Score: -11279637.000000 Penalty: 3729.977051
	Iteration 20F: 3 clusters Score -1.127964e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 73351 members 
Entering Unmasked Estep 
Score: -11279912.000000 Penalty: 3729.977051
	Iteration 21Q: 3 clusters Score -1.127991e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 73447 members 
Entering Unmasked Estep 
Score: -11280061.000000 Penalty: 3729.977051
	Iteration 22Q: 3 clusters Score -1.128006e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 73519 members 
Entering Unmasked Estep 
Score: -11280291.000000 Penalty: 3729.977051
	Iteration 23Q: 3 clusters Score -1.128029e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 73580 members 
Entering Unmasked Estep 
Score: -11280471.000000 Penalty: 3729.977051
	Iteration 24Q: 3 clusters Score -1.128047e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 73602 members 
Entering Unmasked Estep 
Score: -11280678.000000 Penalty: 3729.977051
	Iteration 25Q: 3 clusters Score -1.128068e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 73598 members 
Entering Unmasked Estep 
Score: -11280803.000000 Penalty: 3729.977051
	Iteration 26Q: 3 clusters Score -1.12808e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 73572 members 
Entering Unmasked Estep 
Score: -11281001.000000 Penalty: 3729.977051
	Iteration 27Q: 3 clusters Score -1.1281e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 73522 members 
Entering Unmasked Estep 
Score: -11281227.000000 Penalty: 3729.977051
	Iteration 28Q: 3 clusters Score -1.128123e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 73442 members 
Entering Unmasked Estep 
Score: -11281444.000000 Penalty: 3729.977051
	Iteration 29Q: 3 clusters Score -1.128144e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 73438 members 
Entering Unmasked Estep 
Score: -11281641.000000 Penalty: 3729.977051
	Iteration 30Q: 3 clusters Score -1.128164e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 73444 members 
Entering Unmasked Estep 
Score: -11281720.000000 Penalty: 3729.977051
	Iteration 31Q: 3 clusters Score -1.128172e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 73494 members 
Entering Unmasked Estep 
Score: -11281821.000000 Penalty: 3729.977051
	Iteration 32Q: 3 clusters Score -1.128182e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 73529 members 
Entering Unmasked Estep 
Score: -11281894.000000 Penalty: 3729.977051
	Iteration 33Q: 3 clusters Score -1.128189e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 73581 members 
Entering Unmasked Estep 
Score: -11281940.000000 Penalty: 3729.977051
	Iteration 34Q: 3 clusters Score -1.128194e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 73674 members 
Entering Unmasked Estep 
Score: -11281937.000000 Penalty: 3729.977051
	Iteration 35Q: 3 clusters Score -1.128194e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 73783 members 
Entering Unmasked Estep 
Score: -11281932.000000 Penalty: 3729.977051
	Iteration 36Q: 3 clusters Score -1.128193e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 73922 members 
Entering Unmasked Estep 
Score: -11281955.000000 Penalty: 3729.977051
	Iteration 37Q: 3 clusters Score -1.128196e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 74072 members 
Entering Unmasked Estep 
Score: -11281910.000000 Penalty: 3729.977051
	Iteration 38Q: 3 clusters Score -1.128191e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 74230 members 
Entering Unmasked Estep 
Score: -11281927.000000 Penalty: 3729.977051
	Iteration 39Q: 3 clusters Score -1.128193e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 74441 members 
Entering Unmasked Estep 
Score: -11281954.000000 Penalty: 3729.977051
	Iteration 40F: 3 clusters Score -1.128195e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 74590 members 
Entering Unmasked Estep 
Score: -11281963.000000 Penalty: 3729.977051
	Iteration 41Q: 3 clusters Score -1.128196e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 74722 members 
Entering Unmasked Estep 
Score: -11281970.000000 Penalty: 3729.977051
	Iteration 42Q: 3 clusters Score -1.128197e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 74815 members 
Entering Unmasked Estep 
Score: -11281966.000000 Penalty: 3729.977051
	Iteration 43Q: 3 clusters Score -1.128197e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 74944 members 
Entering Unmasked Estep 
Score: -11281981.000000 Penalty: 3729.977051
	Iteration 44Q: 3 clusters Score -1.128198e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 75054 members 
Entering Unmasked Estep 
Score: -11281970.000000 Penalty: 3729.977051
	Iteration 45Q: 3 clusters Score -1.128197e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 75205 members 
Entering Unmasked Estep 
Score: -11281987.000000 Penalty: 3729.977051
	Iteration 46Q: 3 clusters Score -1.128199e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 75316 members 
Entering Unmasked Estep 
Score: -11281981.000000 Penalty: 3729.977051
	Iteration 47Q: 3 clusters Score -1.128198e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 75403 members 
Entering Unmasked Estep 
Score: -11282003.000000 Penalty: 3729.977051
	Iteration 48Q: 3 clusters Score -1.1282e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 75528 members 
Entering Unmasked Estep 
Score: -11282023.000000 Penalty: 3729.977051
	Iteration 49Q: 3 clusters Score -1.128202e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 75669 members 
Entering Unmasked Estep 
Score: -11282049.000000 Penalty: 3729.977051
	Iteration 50Q: 3 clusters Score -1.128205e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 75823 members 
Entering Unmasked Estep 
Score: -11282090.000000 Penalty: 3729.977051
	Iteration 51Q: 3 clusters Score -1.128209e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 75993 members 
Entering Unmasked Estep 
Score: -11282064.000000 Penalty: 3729.977051
	Iteration 52Q: 3 clusters Score -1.128206e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 76141 members 
Entering Unmasked Estep 
Score: -11282085.000000 Penalty: 3729.977051
	Iteration 53Q: 3 clusters Score -1.128208e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 76315 members 
Entering Unmasked Estep 
Score: -11282074.000000 Penalty: 3729.977051
	Iteration 54Q: 3 clusters Score -1.128207e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 76516 members 
Entering Unmasked Estep 
Score: -11282053.000000 Penalty: 3729.977051
	Iteration 55Q: 3 clusters Score -1.128205e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 76726 members 
Entering Unmasked Estep 
Score: -11282040.000000 Penalty: 3729.977051
	Iteration 56Q: 3 clusters Score -1.128204e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 76930 members 
Entering Unmasked Estep 
Score: -11282029.000000 Penalty: 3729.977051
	Iteration 57Q: 3 clusters Score -1.128203e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 77194 members 
Entering Unmasked Estep 
Score: -11281992.000000 Penalty: 3729.977051
	Iteration 58Q: 3 clusters Score -1.128199e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 77440 members 
Entering Unmasked Estep 
Score: -11282014.000000 Penalty: 3729.977051
	Iteration 59Q: 3 clusters Score -1.128201e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 77695 members 
Entering Unmasked Estep 
Score: -11281994.000000 Penalty: 3729.977051
	Iteration 60F: 3 clusters Score -1.128199e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 78016 members 
Entering Unmasked Estep 
Score: -11281990.000000 Penalty: 3729.977051
	Iteration 61Q: 3 clusters Score -1.128199e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 78347 members 
Entering Unmasked Estep 
Score: -11281940.000000 Penalty: 3729.977051
	Iteration 62Q: 3 clusters Score -1.128194e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 78691 members 
Entering Unmasked Estep 
Score: -11281957.000000 Penalty: 3729.977051
	Iteration 63Q: 3 clusters Score -1.128196e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 79080 members 
Entering Unmasked Estep 
Score: -11281946.000000 Penalty: 3729.977051
	Iteration 64Q: 3 clusters Score -1.128195e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 79445 members 
Entering Unmasked Estep 
Score: -11281861.000000 Penalty: 3729.977051
	Iteration 65Q: 3 clusters Score -1.128186e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 79838 members 
Entering Unmasked Estep 
Score: -11281806.000000 Penalty: 3729.977051
	Iteration 66Q: 3 clusters Score -1.128181e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 80323 members 
Entering Unmasked Estep 
Score: -11281803.000000 Penalty: 3729.977051
	Iteration 67Q: 3 clusters Score -1.12818e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 80830 members 
Entering Unmasked Estep 
Score: -11281765.000000 Penalty: 3729.977051
	Iteration 68Q: 3 clusters Score -1.128176e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 81371 members 
Entering Unmasked Estep 
Score: -11281724.000000 Penalty: 3729.977051
	Iteration 69Q: 3 clusters Score -1.128172e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 81899 members 
Entering Unmasked Estep 
Score: -11281696.000000 Penalty: 3729.977051
	Iteration 70Q: 3 clusters Score -1.12817e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 82460 members 
Entering Unmasked Estep 
Score: -11281652.000000 Penalty: 3729.977051
	Iteration 71Q: 3 clusters Score -1.128165e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 83051 members 
Entering Unmasked Estep 
Score: -11281663.000000 Penalty: 3729.977051
	Iteration 72Q: 3 clusters Score -1.128166e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 83620 members 
Entering Unmasked Estep 
Score: -11281658.000000 Penalty: 3729.977051
	Iteration 73Q: 3 clusters Score -1.128166e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 84182 members 
Entering Unmasked Estep 
Score: -11281640.000000 Penalty: 3729.977051
	Iteration 74Q: 3 clusters Score -1.128164e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 84784 members 
Entering Unmasked Estep 
Score: -11281627.000000 Penalty: 3729.977051
	Iteration 75Q: 3 clusters Score -1.128163e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 85307 members 
Entering Unmasked Estep 
Score: -11281682.000000 Penalty: 3729.977051
	Iteration 76Q: 3 clusters Score -1.128168e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 85747 members 
Entering Unmasked Estep 
Score: -11281720.000000 Penalty: 3729.977051
	Iteration 77Q: 3 clusters Score -1.128172e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 86158 members 
Entering Unmasked Estep 
Score: -11281757.000000 Penalty: 3729.977051
	Iteration 78Q: 3 clusters Score -1.128176e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 86533 members 
Entering Unmasked Estep 
Score: -11281789.000000 Penalty: 3729.977051
	Iteration 79Q: 3 clusters Score -1.128179e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 86931 members 
Entering Unmasked Estep 
Score: -11281838.000000 Penalty: 3729.977051
	Iteration 80F: 3 clusters Score -1.128184e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 87198 members 
Entering Unmasked Estep 
Score: -11281868.000000 Penalty: 3729.977051
	Iteration 81Q: 3 clusters Score -1.128187e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 87395 members 
Entering Unmasked Estep 
Score: -11281904.000000 Penalty: 3729.977051
	Iteration 82Q: 3 clusters Score -1.12819e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 87559 members 
Entering Unmasked Estep 
Score: -11281902.000000 Penalty: 3729.977051
	Iteration 83Q: 3 clusters Score -1.12819e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 87692 members 
Entering Unmasked Estep 
Score: -11281913.000000 Penalty: 3729.977051
	Iteration 84Q: 3 clusters Score -1.128191e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 87778 members 
Entering Unmasked Estep 
Score: -11281915.000000 Penalty: 3729.977051
	Iteration 85Q: 3 clusters Score -1.128192e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 87844 members 
Entering Unmasked Estep 
Score: -11281909.000000 Penalty: 3729.977051
	Iteration 86Q: 3 clusters Score -1.128191e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 87900 members 
Entering Unmasked Estep 
Score: -11281930.000000 Penalty: 3729.977051
	Iteration 87Q: 3 clusters Score -1.128193e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 87960 members 
Entering Unmasked Estep 
Score: -11281946.000000 Penalty: 3729.977051
	Iteration 88Q: 3 clusters Score -1.128195e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 88002 members 
Entering Unmasked Estep 
Score: -11281958.000000 Penalty: 3729.977051
	Iteration 89Q: 3 clusters Score -1.128196e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 88022 members 
Entering Unmasked Estep 
Score: -11281972.000000 Penalty: 3729.977051
	Iteration 90Q: 3 clusters Score -1.128197e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 88048 members 
Entering Unmasked Estep 
Score: -11281971.000000 Penalty: 3729.977051
	Iteration 91Q: 3 clusters Score -1.128197e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 88075 members 
Entering Unmasked Estep 
Score: -11281968.000000 Penalty: 3729.977051
	Iteration 92Q: 3 clusters Score -1.128197e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 88080 members 
Entering Unmasked Estep 
Score: -11281973.000000 Penalty: 3729.977051
	Iteration 93Q: 3 clusters Score -1.128197e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 88087 members 
Entering Unmasked Estep 
Score: -11281967.000000 Penalty: 3729.977051
	Iteration 94Q: 3 clusters Score -1.128197e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 88109 members 
Entering Unmasked Estep 
Score: -11281964.000000 Penalty: 3729.977051
	Iteration 95Q: 3 clusters Score -1.128196e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 88105 members 
Entering Unmasked Estep 
Score: -11281975.000000 Penalty: 3729.977051
	Iteration 96Q: 3 clusters Score -1.128198e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 88130 members 
Entering Unmasked Estep 
Score: -11281976.000000 Penalty: 3729.977051
	Iteration 97Q: 3 clusters Score -1.128198e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 88146 members 
Entering Unmasked Estep 
Score: -11281973.000000 Penalty: 3729.977051
	Iteration 98Q: 3 clusters Score -1.128197e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 88151 members 
Entering Unmasked Estep 
Score: -11281953.000000 Penalty: 3729.977051
	Iteration 99Q: 3 clusters Score -1.128195e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 88178 members 
Entering Unmasked Estep 
Score: -11281941.000000 Penalty: 3729.977051
	Iteration 100F: 3 clusters Score -1.128194e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 88210 members 
Entering Unmasked Estep 
Score: -11281955.000000 Penalty: 3729.977051
	Iteration 101Q: 3 clusters Score -1.128196e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 88205 members 
Entering Unmasked Estep 
Score: -11281945.000000 Penalty: 3729.977051
	Iteration 102Q: 3 clusters Score -1.128194e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 88208 members 
Entering Unmasked Estep 
Score: -11281941.000000 Penalty: 3729.977051
	Iteration 103Q: 3 clusters Score -1.128194e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 88232 members 
Entering Unmasked Estep 
Score: -11281956.000000 Penalty: 3729.977051
	Iteration 104Q: 3 clusters Score -1.128196e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 88232 members 
Entering Unmasked Estep 
Score: -11281964.000000 Penalty: 3729.977051
	Iteration 105Q: 3 clusters Score -1.128196e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 88247 members 
Entering Unmasked Estep 
Score: -11281958.000000 Penalty: 3729.977051
	Iteration 106Q: 3 clusters Score -1.128196e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 88248 members 
Entering Unmasked Estep 
Score: -11281957.000000 Penalty: 3729.977051
	Iteration 107Q: 3 clusters Score -1.128196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 88246 members 
Entering Unmasked Estep 
Score: -11281967.000000 Penalty: 3729.977051
	Iteration 108Q: 3 clusters Score -1.128197e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 88248 members 
Entering Unmasked Estep 
Score: -11281964.000000 Penalty: 3729.977051
	Iteration 109Q: 3 clusters Score -1.128196e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 88256 members 
Entering Unmasked Estep 
Score: -11281963.000000 Penalty: 3729.977051
	Iteration 110Q: 3 clusters Score -1.128196e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 88278 members 
Entering Unmasked Estep 
Score: -11281956.000000 Penalty: 3729.977051
	Iteration 111Q: 3 clusters Score -1.128196e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 88290 members 
Entering Unmasked Estep 
Score: -11281967.000000 Penalty: 3729.977051
	Iteration 112Q: 3 clusters Score -1.128197e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 88304 members 
Entering Unmasked Estep 
Score: -11281963.000000 Penalty: 3729.977051
	Iteration 113Q: 3 clusters Score -1.128196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 88300 members 
Entering Unmasked Estep 
Score: -11281962.000000 Penalty: 3729.977051
	Iteration 114Q: 3 clusters Score -1.128196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 88299 members 
Entering Unmasked Estep 
Score: -11281953.000000 Penalty: 3729.977051
	Iteration 115Q: 3 clusters Score -1.128195e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 88292 members 
Entering Unmasked Estep 
Score: -11281964.000000 Penalty: 3729.977051
	Iteration 116Q: 3 clusters Score -1.128196e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 88298 members 
Entering Unmasked Estep 
Score: -11281955.000000 Penalty: 3729.977051
	Iteration 117Q: 3 clusters Score -1.128196e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 88310 members 
Entering Unmasked Estep 
Score: -11281947.000000 Penalty: 3729.977051
	Iteration 118Q: 3 clusters Score -1.128195e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 88303 members 
Entering Unmasked Estep 
Score: -11281962.000000 Penalty: 3729.977051
	Iteration 119Q: 3 clusters Score -1.128196e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 88322 members 
Entering Unmasked Estep 
Score: -11281948.000000 Penalty: 3729.977051
	Iteration 120F: 3 clusters Score -1.128195e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 88315 members 
Entering Unmasked Estep 
Score: -11281947.000000 Penalty: 3729.977051
	Iteration 121Q: 3 clusters Score -1.128195e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 88317 members 
Entering Unmasked Estep 
Score: -11281954.000000 Penalty: 3729.977051
	Iteration 122Q: 3 clusters Score -1.128195e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 88313 members 
Entering Unmasked Estep 
Score: -11281955.000000 Penalty: 3729.977051
	Iteration 123Q: 3 clusters Score -1.128196e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 88320 members 
Entering Unmasked Estep 
Score: -11281957.000000 Penalty: 3729.977051
	Iteration 124Q: 3 clusters Score -1.128196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 88316 members 
Entering Unmasked Estep 
Score: -11281950.000000 Penalty: 3729.977051
	Iteration 125Q: 3 clusters Score -1.128195e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 88302 members 
Entering Unmasked Estep 
Score: -11281957.000000 Penalty: 3729.977051
	Iteration 126Q: 3 clusters Score -1.128196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 88306 members 
Entering Unmasked Estep 
Score: -11281965.000000 Penalty: 3729.977051
	Iteration 127Q: 3 clusters Score -1.128196e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 88306 members 
Entering Unmasked Estep 
Score: -11281965.000000 Penalty: 3729.977051
	Iteration 128F: 3 clusters Score -1.128196e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (98330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98330 members 
Entering Unmasked Estep 
Score: -11634267.000000 Penalty: 1868.113647
	Iteration 0F: 2 clusters Score -1.163427e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49197 members 
Mstep: Class 2 contains 49133 members 
Entering Unmasked Estep 
Score: -11569253.000000 Penalty: 3736.227295
	Iteration 0F: 3 clusters Score -1.156925e+07 nChanged 47074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50651 members 
Mstep: Class 2 contains 47679 members 
Entering Unmasked Estep 
Score: -11596386.000000 Penalty: 3736.227295
	Iteration 1F: 3 clusters Score -1.159639e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51539 members 
Mstep: Class 2 contains 46791 members 
Entering Unmasked Estep 
Score: -11596929.000000 Penalty: 3736.227295
	Iteration 2Q: 3 clusters Score -1.159693e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52851 members 
Mstep: Class 2 contains 45479 members 
Entering Unmasked Estep 
Score: -11597566.000000 Penalty: 3736.227295
	Iteration 3Q: 3 clusters Score -1.159757e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54971 members 
Mstep: Class 2 contains 43359 members 
Entering Unmasked Estep 
Score: -11598433.000000 Penalty: 3736.227295
	Iteration 4Q: 3 clusters Score -1.159843e+07 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58121 members 
Mstep: Class 2 contains 40209 members 
Entering Unmasked Estep 
Score: -11599820.000000 Penalty: 3736.227295
	Iteration 5Q: 3 clusters Score -1.159982e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62693 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
Score: -11602050.000000 Penalty: 3736.227295
	Iteration 6F: 3 clusters Score -1.160205e+07 nChanged 6599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69076 members 
Mstep: Class 2 contains 29254 members 
Entering Unmasked Estep 
Score: -11606074.000000 Penalty: 3736.227295
	Iteration 7F: 3 clusters Score -1.160607e+07 nChanged 8058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77078 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -11612524.000000 Penalty: 3736.227295
	Iteration 8F: 3 clusters Score -1.161252e+07 nChanged 8587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85653 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -11620601.000000 Penalty: 3736.227295
	Iteration 9F: 3 clusters Score -1.16206e+07 nChanged 6862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92515 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -11627178.000000 Penalty: 3736.227295
	Iteration 10F: 3 clusters Score -1.162718e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96314 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -11630550.000000 Penalty: 3736.227295
	Iteration 11Q: 3 clusters Score -1.163055e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97699 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -11631932.000000 Penalty: 3736.227295
	Iteration 12Q: 3 clusters Score -1.163193e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98056 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -11632339.000000 Penalty: 3736.227295
	Iteration 13Q: 3 clusters Score -1.163234e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98153 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -11632466.000000 Penalty: 3736.227295
	Iteration 14Q: 3 clusters Score -1.163247e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98178 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -11632535.000000 Penalty: 3736.227295
	Iteration 15Q: 3 clusters Score -1.163254e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98181 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -11632554.000000 Penalty: 3736.227295
	Iteration 16Q: 3 clusters Score -1.163255e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98185 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11632592.000000 Penalty: 3736.227295
	Iteration 17Q: 3 clusters Score -1.163259e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98187 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -11632603.000000 Penalty: 3736.227295
	Iteration 18Q: 3 clusters Score -1.16326e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98194 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11632622.000000 Penalty: 3736.227295
	Iteration 19Q: 3 clusters Score -1.163262e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98194 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11632629.000000 Penalty: 3736.227295
	Iteration 20F: 3 clusters Score -1.163263e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98194 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11632635.000000 Penalty: 3736.227295
	Iteration 21Q: 3 clusters Score -1.163264e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98195 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11632633.000000 Penalty: 3736.227295
	Iteration 22Q: 3 clusters Score -1.163263e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98195 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11632633.000000 Penalty: 3736.227295
	Iteration 23F: 3 clusters Score -1.163263e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -12709.306641 Penalty: 889.243958
	Iteration 0F: 2 clusters Score -12709.31 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 121 members 
Entering Unmasked Estep 
Score: -12017.690430 Penalty: 1778.487915
	Iteration 0F: 3 clusters Score -12017.69 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12148.754883 Penalty: 1778.487915
	Iteration 1F: 3 clusters Score -12148.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12230.236328 Penalty: 1778.487915
	Iteration 2F: 3 clusters Score -12230.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12254.167969 Penalty: 1778.487915
	Iteration 3Q: 3 clusters Score -12254.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12263.063477 Penalty: 1778.487915
	Iteration 4Q: 3 clusters Score -12263.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12266.514648 Penalty: 1778.487915
	Iteration 5Q: 3 clusters Score -12266.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12266.514648 Penalty: 1778.487915
	Iteration 6F: 3 clusters Score -12266.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Entering Unmasked Estep 
Score: -45663.847656 Penalty: 1014.044800
	Iteration 0F: 2 clusters Score -45663.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -44627.644531 Penalty: 2028.089600
	Iteration 0F: 3 clusters Score -44627.64 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -44890.222656 Penalty: 2028.089600
	Iteration 1F: 3 clusters Score -44890.22 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -44976.195312 Penalty: 2028.089600
	Iteration 2F: 3 clusters Score -44976.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -45048.085938 Penalty: 2028.089600
	Iteration 3F: 3 clusters Score -45048.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -45091.257812 Penalty: 2028.089600
	Iteration 4Q: 3 clusters Score -45091.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -45114.152344 Penalty: 2028.089600
	Iteration 5Q: 3 clusters Score -45114.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -45146.675781 Penalty: 2028.089600
	Iteration 6Q: 3 clusters Score -45146.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -45183.695312 Penalty: 2028.089600
	Iteration 7Q: 3 clusters Score -45183.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -45203.972656 Penalty: 2028.089600
	Iteration 8Q: 3 clusters Score -45203.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -45225.597656 Penalty: 2028.089600
	Iteration 9Q: 3 clusters Score -45225.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -45248.589844 Penalty: 2028.089600
	Iteration 10Q: 3 clusters Score -45248.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -45280.980469 Penalty: 2028.089600
	Iteration 11Q: 3 clusters Score -45280.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -45286.250000 Penalty: 2028.089600
	Iteration 12Q: 3 clusters Score -45286.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -45286.250000 Penalty: 2028.089600
	Iteration 13F: 3 clusters Score -45286.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -50103.941406 Penalty: 1017.182007
	Iteration 0F: 2 clusters Score -50103.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -49066.367188 Penalty: 2034.364014
	Iteration 0F: 3 clusters Score -49066.37 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -49285.558594 Penalty: 2034.364014
	Iteration 1F: 3 clusters Score -49285.56 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -49347.863281 Penalty: 2034.364014
	Iteration 2F: 3 clusters Score -49347.86 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -49387.125000 Penalty: 2034.364014
	Iteration 3Q: 3 clusters Score -49387.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -49403.453125 Penalty: 2034.364014
	Iteration 4Q: 3 clusters Score -49403.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -49421.046875 Penalty: 2034.364014
	Iteration 5Q: 3 clusters Score -49421.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -49448.589844 Penalty: 2034.364014
	Iteration 6Q: 3 clusters Score -49448.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -49457.945312 Penalty: 2034.364014
	Iteration 7Q: 3 clusters Score -49457.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -49465.976562 Penalty: 2034.364014
	Iteration 8Q: 3 clusters Score -49465.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -49482.277344 Penalty: 2034.364014
	Iteration 9Q: 3 clusters Score -49482.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -49488.121094 Penalty: 2034.364014
	Iteration 10Q: 3 clusters Score -49488.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -49489.867188 Penalty: 2034.364014
	Iteration 11Q: 3 clusters Score -49489.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -49489.867188 Penalty: 2034.364014
	Iteration 12F: 3 clusters Score -49489.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -24081.833984 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -24081.83 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 166 members 
Entering Unmasked Estep 
Score: -23238.205078 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -23238.21 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -23457.708984 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -23457.71 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -23520.037109 Penalty: 1890.561035
	Iteration 2F: 3 clusters Score -23520.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -23531.173828 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -23531.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -23533.539062 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -23533.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -23533.539062 Penalty: 1890.561035
	Iteration 5F: 3 clusters Score -23533.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 99116 members 
Mstep: Class 2 contains 45263 members 
Mstep: Class 3 contains 3971 members 
Mstep: Class 4 contains 11418 members 
Mstep: Class 5 contains 59256 members 
Mstep: Class 6 contains 42075 members 
Mstep: Class 7 contains 460 members 
Mstep: Class 8 contains 98136 members 
Mstep: Class 9 contains 197307 members 
Mstep: Class 10 contains 66273 members 
Mstep: Class 11 contains 7019 members 
Mstep: Class 12 contains 9629 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 763 members 
Mstep: Class 15 contains 2209 members 
Mstep: Class 16 contains 17551 members 
Mstep: Class 17 contains 15723 members 
Mstep: Class 18 contains 12840 members 
Mstep: Class 19 contains 93388 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 513 members 
Mstep: Class 22 contains 1555 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 24 contains 2310 members 
Mstep: Class 25 contains 49836 members 
Mstep: Class 26 contains 210 members 
Mstep: Class 27 contains 474 members 
Mstep: Class 28 contains 105694 members 
Mstep: Class 29 contains 84527 members 
Mstep: Class 30 contains 80564 members 
Mstep: Class 31 contains 5992 members 
Mstep: Class 32 contains 110810 members 
Mstep: Class 33 contains 364 members 
Mstep: Class 34 contains 3771 members 
Mstep: Class 35 contains 1156 members 
Mstep: Class 36 contains 29045 members 
Mstep: Class 37 contains 72201 members 
Mstep: Class 38 contains 409 members 
Mstep: Class 39 contains 526 members 
Mstep: Class 40 contains 33787 members 
Mstep: Class 41 contains 29074 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 96457 members 
Mstep: Class 44 contains 98330 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 513 members 
Mstep: Class 47 contains 523 members 
Mstep: Class 48 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 24. Lose 2233.725342 but Gain 2333.414062
Score: -194699312.000000 Penalty: 119004.437500
Iteration 159Q: 52 clusters Score -1.946993e+08 nChanged 15702
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 98957 members 
Mstep: Class 2 contains 45294 members 
Mstep: Class 3 contains 3880 members 
Mstep: Class 4 contains 11413 members 
Mstep: Class 5 contains 59188 members 
Mstep: Class 6 contains 42134 members 
Mstep: Class 7 contains 460 members 
Mstep: Class 8 contains 98389 members 
Mstep: Class 9 contains 197322 members 
Mstep: Class 10 contains 66196 members 
Mstep: Class 11 contains 7113 members 
Mstep: Class 12 contains 9653 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 723 members 
Mstep: Class 15 contains 2098 members 
Mstep: Class 16 contains 17583 members 
Mstep: Class 17 contains 15724 members 
Mstep: Class 18 contains 12845 members 
Mstep: Class 19 contains 94053 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 510 members 
Mstep: Class 22 contains 1555 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 25 contains 50432 members 
Mstep: Class 26 contains 210 members 
Mstep: Class 27 contains 456 members 
Mstep: Class 28 contains 106292 members 
Mstep: Class 29 contains 84392 members 
Mstep: Class 30 contains 80531 members 
Mstep: Class 31 contains 6086 members 
Mstep: Class 32 contains 110826 members 
Mstep: Class 33 contains 365 members 
Mstep: Class 34 contains 3771 members 
Mstep: Class 35 contains 1156 members 
Mstep: Class 36 contains 29061 members 
Mstep: Class 37 contains 72874 members 
Mstep: Class 38 contains 409 members 
Mstep: Class 39 contains 606 members 
Mstep: Class 40 contains 32579 members 
Mstep: Class 41 contains 29051 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 96097 members 
Mstep: Class 44 contains 101127 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 526 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 336 members 
Mstep: Class 49 contains 8984 members 
Mstep: Class 50 contains 69447 members 
Mstep: Class 51 contains 48339 members 
Mstep: Class 52 contains 612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194704144.000000 Penalty: 119004.437500
Iteration 160F: 52 clusters Score -1.947041e+08 nChanged 13459
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 98102 members 
Mstep: Class 2 contains 44996 members 
Mstep: Class 3 contains 3792 members 
Mstep: Class 4 contains 11409 members 
Mstep: Class 5 contains 59135 members 
Mstep: Class 6 contains 42182 members 
Mstep: Class 7 contains 458 members 
Mstep: Class 8 contains 98093 members 
Mstep: Class 9 contains 197353 members 
Mstep: Class 10 contains 65969 members 
Mstep: Class 11 contains 7411 members 
Mstep: Class 12 contains 9650 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 687 members 
Mstep: Class 15 contains 1904 members 
Mstep: Class 16 contains 17617 members 
Mstep: Class 17 contains 15722 members 
Mstep: Class 18 contains 12854 members 
Mstep: Class 19 contains 94261 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 508 members 
Mstep: Class 22 contains 1532 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 25 contains 50834 members 
Mstep: Class 26 contains 210 members 
Mstep: Class 27 contains 446 members 
Mstep: Class 28 contains 106633 members 
Mstep: Class 29 contains 83800 members 
Mstep: Class 30 contains 80412 members 
Mstep: Class 31 contains 6121 members 
Mstep: Class 32 contains 110650 members 
Mstep: Class 33 contains 364 members 
Mstep: Class 34 contains 3769 members 
Mstep: Class 35 contains 1156 members 
Mstep: Class 36 contains 29047 members 
Mstep: Class 37 contains 73601 members 
Mstep: Class 38 contains 409 members 
Mstep: Class 39 contains 655 members 
Mstep: Class 40 contains 31237 members 
Mstep: Class 41 contains 29012 members 
Mstep: Class 42 contains 566 members 
Mstep: Class 43 contains 95766 members 
Mstep: Class 44 contains 102047 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 492 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 335 members 
Mstep: Class 49 contains 9006 members 
Mstep: Class 50 contains 70109 members 
Mstep: Class 51 contains 49219 members 
Mstep: Class 52 contains 694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194704144.000000 Penalty: 119004.437500
Iteration 161Q: 52 clusters Score -1.947041e+08 nChanged 10987
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 97340 members 
Mstep: Class 2 contains 44792 members 
Mstep: Class 3 contains 3714 members 
Mstep: Class 4 contains 11405 members 
Mstep: Class 5 contains 59059 members 
Mstep: Class 6 contains 42240 members 
Mstep: Class 7 contains 456 members 
Mstep: Class 8 contains 98007 members 
Mstep: Class 9 contains 197377 members 
Mstep: Class 10 contains 65622 members 
Mstep: Class 11 contains 7752 members 
Mstep: Class 12 contains 9653 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 663 members 
Mstep: Class 15 contains 1755 members 
Mstep: Class 16 contains 17637 members 
Mstep: Class 17 contains 15730 members 
Mstep: Class 18 contains 12858 members 
Mstep: Class 19 contains 94916 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1517 members 
Mstep: Class 23 contains 577 members 
Mstep: Class 25 contains 51350 members 
Mstep: Class 26 contains 210 members 
Mstep: Class 27 contains 445 members 
Mstep: Class 28 contains 106775 members 
Mstep: Class 29 contains 83408 members 
Mstep: Class 30 contains 80279 members 
Mstep: Class 31 contains 6160 members 
Mstep: Class 32 contains 110489 members 
Mstep: Class 33 contains 364 members 
Mstep: Class 34 contains 3773 members 
Mstep: Class 35 contains 1156 members 
Mstep: Class 36 contains 29028 members 
Mstep: Class 37 contains 74401 members 
Mstep: Class 38 contains 410 members 
Mstep: Class 39 contains 688 members 
Mstep: Class 40 contains 30009 members 
Mstep: Class 41 contains 28962 members 
Mstep: Class 42 contains 566 members 
Mstep: Class 43 contains 95485 members 
Mstep: Class 44 contains 102943 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 475 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 332 members 
Mstep: Class 49 contains 9039 members 
Mstep: Class 50 contains 70152 members 
Mstep: Class 51 contains 49602 members 
Mstep: Class 52 contains 724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194705008.000000 Penalty: 119004.437500
Iteration 162Q: 52 clusters Score -1.94705e+08 nChanged 9849
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 96576 members 
Mstep: Class 2 contains 44663 members 
Mstep: Class 3 contains 3641 members 
Mstep: Class 4 contains 11401 members 
Mstep: Class 5 contains 58965 members 
Mstep: Class 6 contains 42293 members 
Mstep: Class 7 contains 454 members 
Mstep: Class 8 contains 98187 members 
Mstep: Class 9 contains 197400 members 
Mstep: Class 10 contains 65439 members 
Mstep: Class 11 contains 8079 members 
Mstep: Class 12 contains 9664 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 655 members 
Mstep: Class 15 contains 1640 members 
Mstep: Class 16 contains 17655 members 
Mstep: Class 17 contains 15741 members 
Mstep: Class 18 contains 12858 members 
Mstep: Class 19 contains 95651 members 
Mstep: Class 20 contains 1097 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1511 members 
Mstep: Class 23 contains 577 members 
Mstep: Class 25 contains 51750 members 
Mstep: Class 26 contains 210 members 
Mstep: Class 27 contains 443 members 
Mstep: Class 28 contains 106826 members 
Mstep: Class 29 contains 83082 members 
Mstep: Class 30 contains 80153 members 
Mstep: Class 31 contains 6210 members 
Mstep: Class 32 contains 110244 members 
Mstep: Class 33 contains 365 members 
Mstep: Class 34 contains 3779 members 
Mstep: Class 35 contains 1156 members 
Mstep: Class 36 contains 28986 members 
Mstep: Class 37 contains 75210 members 
Mstep: Class 38 contains 410 members 
Mstep: Class 39 contains 704 members 
Mstep: Class 40 contains 28788 members 
Mstep: Class 41 contains 28921 members 
Mstep: Class 42 contains 566 members 
Mstep: Class 43 contains 95218 members 
Mstep: Class 44 contains 103595 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 476 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 331 members 
Mstep: Class 49 contains 9082 members 
Mstep: Class 50 contains 70118 members 
Mstep: Class 51 contains 49897 members 
Mstep: Class 52 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194705584.000000 Penalty: 119004.437500
Iteration 163Q: 52 clusters Score -1.947056e+08 nChanged 9175
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 95937 members 
Mstep: Class 2 contains 44543 members 
Mstep: Class 3 contains 3560 members 
Mstep: Class 4 contains 11396 members 
Mstep: Class 5 contains 58844 members 
Mstep: Class 6 contains 42339 members 
Mstep: Class 7 contains 454 members 
Mstep: Class 8 contains 98425 members 
Mstep: Class 9 contains 197423 members 
Mstep: Class 10 contains 65291 members 
Mstep: Class 11 contains 8367 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 649 members 
Mstep: Class 15 contains 1561 members 
Mstep: Class 16 contains 17672 members 
Mstep: Class 17 contains 15749 members 
Mstep: Class 18 contains 12860 members 
Mstep: Class 19 contains 96571 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 506 members 
Mstep: Class 22 contains 1505 members 
Mstep: Class 23 contains 576 members 
Mstep: Class 25 contains 52143 members 
Mstep: Class 26 contains 210 members 
Mstep: Class 27 contains 435 members 
Mstep: Class 28 contains 106672 members 
Mstep: Class 29 contains 82811 members 
Mstep: Class 30 contains 80055 members 
Mstep: Class 31 contains 6240 members 
Mstep: Class 32 contains 109980 members 
Mstep: Class 33 contains 365 members 
Mstep: Class 34 contains 3783 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 28978 members 
Mstep: Class 37 contains 75967 members 
Mstep: Class 38 contains 411 members 
Mstep: Class 39 contains 718 members 
Mstep: Class 40 contains 27563 members 
Mstep: Class 41 contains 28865 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 94960 members 
Mstep: Class 44 contains 104226 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 477 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 330 members 
Mstep: Class 49 contains 9167 members 
Mstep: Class 50 contains 69939 members 
Mstep: Class 51 contains 50155 members 
Mstep: Class 52 contains 734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194706368.000000 Penalty: 119004.437500
Iteration 164Q: 52 clusters Score -1.947064e+08 nChanged 8803
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 95405 members 
Mstep: Class 2 contains 44460 members 
Mstep: Class 3 contains 3484 members 
Mstep: Class 4 contains 11389 members 
Mstep: Class 5 contains 58715 members 
Mstep: Class 6 contains 42395 members 
Mstep: Class 7 contains 454 members 
Mstep: Class 8 contains 98681 members 
Mstep: Class 9 contains 197439 members 
Mstep: Class 10 contains 65140 members 
Mstep: Class 11 contains 8601 members 
Mstep: Class 12 contains 9673 members 
Mstep: Class 13 contains 188 members 
Mstep: Class 14 contains 643 members 
Mstep: Class 15 contains 1501 members 
Mstep: Class 16 contains 17688 members 
Mstep: Class 17 contains 15763 members 
Mstep: Class 18 contains 12861 members 
Mstep: Class 19 contains 97512 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 506 members 
Mstep: Class 22 contains 1496 members 
Mstep: Class 23 contains 576 members 
Mstep: Class 25 contains 52526 members 
Mstep: Class 26 contains 210 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 106456 members 
Mstep: Class 29 contains 82606 members 
Mstep: Class 30 contains 79951 members 
Mstep: Class 31 contains 6255 members 
Mstep: Class 32 contains 109723 members 
Mstep: Class 33 contains 365 members 
Mstep: Class 34 contains 3786 members 
Mstep: Class 35 contains 1158 members 
Mstep: Class 36 contains 28964 members 
Mstep: Class 37 contains 76632 members 
Mstep: Class 38 contains 412 members 
Mstep: Class 39 contains 726 members 
Mstep: Class 40 contains 26359 members 
Mstep: Class 41 contains 28824 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 94702 members 
Mstep: Class 44 contains 104920 members 
Mstep: Class 45 contains 237 members 
Mstep: Class 46 contains 477 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 330 members 
Mstep: Class 49 contains 9241 members 
Mstep: Class 50 contains 69650 members 
Mstep: Class 51 contains 50407 members 
Mstep: Class 52 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194705760.000000 Penalty: 119004.437500
Iteration 165Q: 52 clusters Score -1.947058e+08 nChanged 8649
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 94911 members 
Mstep: Class 2 contains 44400 members 
Mstep: Class 3 contains 3412 members 
Mstep: Class 4 contains 11384 members 
Mstep: Class 5 contains 58566 members 
Mstep: Class 6 contains 42439 members 
Mstep: Class 7 contains 454 members 
Mstep: Class 8 contains 99063 members 
Mstep: Class 9 contains 197449 members 
Mstep: Class 10 contains 64886 members 
Mstep: Class 11 contains 8834 members 
Mstep: Class 12 contains 9669 members 
Mstep: Class 13 contains 186 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 1450 members 
Mstep: Class 16 contains 17702 members 
Mstep: Class 17 contains 15775 members 
Mstep: Class 18 contains 12862 members 
Mstep: Class 19 contains 98454 members 
Mstep: Class 20 contains 1097 members 
Mstep: Class 21 contains 507 members 
Mstep: Class 22 contains 1490 members 
Mstep: Class 23 contains 576 members 
Mstep: Class 25 contains 52968 members 
Mstep: Class 26 contains 210 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 106456 members 
Mstep: Class 29 contains 82399 members 
Mstep: Class 30 contains 79846 members 
Mstep: Class 31 contains 6266 members 
Mstep: Class 32 contains 109228 members 
Mstep: Class 33 contains 365 members 
Mstep: Class 34 contains 3788 members 
Mstep: Class 35 contains 1158 members 
Mstep: Class 36 contains 28943 members 
Mstep: Class 37 contains 77310 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 729 members 
Mstep: Class 40 contains 25208 members 
Mstep: Class 41 contains 28787 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 94508 members 
Mstep: Class 44 contains 105357 members 
Mstep: Class 45 contains 237 members 
Mstep: Class 46 contains 478 members 
Mstep: Class 47 contains 520 members 
Mstep: Class 48 contains 330 members 
Mstep: Class 49 contains 9329 members 
Mstep: Class 50 contains 69470 members 
Mstep: Class 51 contains 50593 members 
Mstep: Class 52 contains 746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194705696.000000 Penalty: 119004.437500
Iteration 166Q: 52 clusters Score -1.947057e+08 nChanged 8635
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 94457 members 
Mstep: Class 2 contains 44344 members 
Mstep: Class 3 contains 3341 members 
Mstep: Class 4 contains 11382 members 
Mstep: Class 5 contains 58570 members 
Mstep: Class 6 contains 42496 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 99538 members 
Mstep: Class 9 contains 197449 members 
Mstep: Class 10 contains 64685 members 
Mstep: Class 11 contains 9055 members 
Mstep: Class 12 contains 9668 members 
Mstep: Class 13 contains 184 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 1443 members 
Mstep: Class 16 contains 17728 members 
Mstep: Class 17 contains 15795 members 
Mstep: Class 18 contains 12863 members 
Mstep: Class 19 contains 99204 members 
Mstep: Class 20 contains 1097 members 
Mstep: Class 21 contains 507 members 
Mstep: Class 22 contains 1485 members 
Mstep: Class 23 contains 575 members 
Mstep: Class 25 contains 53251 members 
Mstep: Class 26 contains 210 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 106512 members 
Mstep: Class 29 contains 82204 members 
Mstep: Class 30 contains 79731 members 
Mstep: Class 31 contains 6267 members 
Mstep: Class 32 contains 108555 members 
Mstep: Class 33 contains 365 members 
Mstep: Class 34 contains 3789 members 
Mstep: Class 35 contains 1158 members 
Mstep: Class 36 contains 28935 members 
Mstep: Class 37 contains 78025 members 
Mstep: Class 38 contains 413 members 
Mstep: Class 39 contains 731 members 
Mstep: Class 40 contains 24131 members 
Mstep: Class 41 contains 28734 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 94347 members 
Mstep: Class 44 contains 105622 members 
Mstep: Class 45 contains 237 members 
Mstep: Class 46 contains 478 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 331 members 
Mstep: Class 49 contains 9420 members 
Mstep: Class 50 contains 69406 members 
Mstep: Class 51 contains 50768 members 
Mstep: Class 52 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194705792.000000 Penalty: 119004.437500
Iteration 167Q: 52 clusters Score -1.947058e+08 nChanged 8643
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93986 members 
Mstep: Class 2 contains 44339 members 
Mstep: Class 3 contains 3275 members 
Mstep: Class 4 contains 11379 members 
Mstep: Class 5 contains 58708 members 
Mstep: Class 6 contains 42551 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 100051 members 
Mstep: Class 9 contains 197454 members 
Mstep: Class 10 contains 64239 members 
Mstep: Class 11 contains 9235 members 
Mstep: Class 12 contains 9674 members 
Mstep: Class 13 contains 183 members 
Mstep: Class 14 contains 637 members 
Mstep: Class 15 contains 1424 members 
Mstep: Class 16 contains 17763 members 
Mstep: Class 17 contains 15810 members 
Mstep: Class 18 contains 12865 members 
Mstep: Class 19 contains 99664 members 
Mstep: Class 20 contains 1097 members 
Mstep: Class 21 contains 507 members 
Mstep: Class 22 contains 1481 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 53545 members 
Mstep: Class 26 contains 210 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 106693 members 
Mstep: Class 29 contains 82033 members 
Mstep: Class 30 contains 79598 members 
Mstep: Class 31 contains 6271 members 
Mstep: Class 32 contains 107868 members 
Mstep: Class 33 contains 365 members 
Mstep: Class 34 contains 3793 members 
Mstep: Class 35 contains 1158 members 
Mstep: Class 36 contains 28947 members 
Mstep: Class 37 contains 78856 members 
Mstep: Class 38 contains 414 members 
Mstep: Class 39 contains 737 members 
Mstep: Class 40 contains 23193 members 
Mstep: Class 41 contains 28686 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 94360 members 
Mstep: Class 44 contains 105652 members 
Mstep: Class 45 contains 237 members 
Mstep: Class 46 contains 480 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 331 members 
Mstep: Class 49 contains 9494 members 
Mstep: Class 50 contains 69369 members 
Mstep: Class 51 contains 50939 members 
Mstep: Class 52 contains 749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194705424.000000 Penalty: 119004.437500
Iteration 168Q: 52 clusters Score -1.947054e+08 nChanged 8772
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93565 members 
Mstep: Class 2 contains 44362 members 
Mstep: Class 3 contains 3223 members 
Mstep: Class 4 contains 11373 members 
Mstep: Class 5 contains 58879 members 
Mstep: Class 6 contains 42611 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 100494 members 
Mstep: Class 9 contains 197453 members 
Mstep: Class 10 contains 63882 members 
Mstep: Class 11 contains 9394 members 
Mstep: Class 12 contains 9664 members 
Mstep: Class 13 contains 183 members 
Mstep: Class 14 contains 638 members 
Mstep: Class 15 contains 1410 members 
Mstep: Class 16 contains 17802 members 
Mstep: Class 17 contains 15813 members 
Mstep: Class 18 contains 12868 members 
Mstep: Class 19 contains 99910 members 
Mstep: Class 20 contains 1097 members 
Mstep: Class 21 contains 507 members 
Mstep: Class 22 contains 1480 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 53738 members 
Mstep: Class 26 contains 210 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 106969 members 
Mstep: Class 29 contains 81904 members 
Mstep: Class 30 contains 79484 members 
Mstep: Class 31 contains 6280 members 
Mstep: Class 32 contains 106903 members 
Mstep: Class 33 contains 366 members 
Mstep: Class 34 contains 3793 members 
Mstep: Class 35 contains 1158 members 
Mstep: Class 36 contains 28945 members 
Mstep: Class 37 contains 79853 members 
Mstep: Class 38 contains 415 members 
Mstep: Class 39 contains 739 members 
Mstep: Class 40 contains 22369 members 
Mstep: Class 41 contains 28636 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 94438 members 
Mstep: Class 44 contains 105778 members 
Mstep: Class 45 contains 237 members 
Mstep: Class 46 contains 478 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 330 members 
Mstep: Class 49 contains 9540 members 
Mstep: Class 50 contains 69239 members 
Mstep: Class 51 contains 51141 members 
Mstep: Class 52 contains 749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194705136.000000 Penalty: 119004.437500
Iteration 169Q: 52 clusters Score -1.947051e+08 nChanged 9100
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 93211 members 
Mstep: Class 2 contains 44371 members 
Mstep: Class 3 contains 3168 members 
Mstep: Class 4 contains 11370 members 
Mstep: Class 5 contains 59105 members 
Mstep: Class 6 contains 42666 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 100980 members 
Mstep: Class 9 contains 197456 members 
Mstep: Class 10 contains 63245 members 
Mstep: Class 11 contains 9521 members 
Mstep: Class 12 contains 9656 members 
Mstep: Class 13 contains 183 members 
Mstep: Class 14 contains 637 members 
Mstep: Class 15 contains 1420 members 
Mstep: Class 16 contains 17833 members 
Mstep: Class 17 contains 15813 members 
Mstep: Class 18 contains 12867 members 
Mstep: Class 19 contains 100065 members 
Mstep: Class 20 contains 1097 members 
Mstep: Class 21 contains 507 members 
Mstep: Class 22 contains 1478 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 54187 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 107339 members 
Mstep: Class 29 contains 81807 members 
Mstep: Class 30 contains 79395 members 
Mstep: Class 31 contains 6293 members 
Mstep: Class 32 contains 105694 members 
Mstep: Class 33 contains 367 members 
Mstep: Class 34 contains 3792 members 
Mstep: Class 35 contains 1158 members 
Mstep: Class 36 contains 28928 members 
Mstep: Class 37 contains 81080 members 
Mstep: Class 38 contains 416 members 
Mstep: Class 39 contains 740 members 
Mstep: Class 40 contains 21552 members 
Mstep: Class 41 contains 28591 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 94613 members 
Mstep: Class 44 contains 105645 members 
Mstep: Class 45 contains 237 members 
Mstep: Class 46 contains 478 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 329 members 
Mstep: Class 49 contains 9552 members 
Mstep: Class 50 contains 69181 members 
Mstep: Class 51 contains 51317 members 
Mstep: Class 52 contains 751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194706288.000000 Penalty: 119004.437500
Iteration 170Q: 52 clusters Score -1.947063e+08 nChanged 8932
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 92850 members 
Mstep: Class 2 contains 44367 members 
Mstep: Class 3 contains 3122 members 
Mstep: Class 4 contains 11365 members 
Mstep: Class 5 contains 59369 members 
Mstep: Class 6 contains 42722 members 
Mstep: Class 7 contains 454 members 
Mstep: Class 8 contains 101423 members 
Mstep: Class 9 contains 197465 members 
Mstep: Class 10 contains 62663 members 
Mstep: Class 11 contains 9662 members 
Mstep: Class 12 contains 9652 members 
Mstep: Class 13 contains 183 members 
Mstep: Class 14 contains 637 members 
Mstep: Class 15 contains 1428 members 
Mstep: Class 16 contains 17855 members 
Mstep: Class 17 contains 15819 members 
Mstep: Class 18 contains 12869 members 
Mstep: Class 19 contains 100097 members 
Mstep: Class 20 contains 1097 members 
Mstep: Class 21 contains 507 members 
Mstep: Class 22 contains 1475 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 54620 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 107796 members 
Mstep: Class 29 contains 81705 members 
Mstep: Class 30 contains 79282 members 
Mstep: Class 31 contains 6294 members 
Mstep: Class 32 contains 104509 members 
Mstep: Class 33 contains 366 members 
Mstep: Class 34 contains 3795 members 
Mstep: Class 35 contains 1158 members 
Mstep: Class 36 contains 28936 members 
Mstep: Class 37 contains 82377 members 
Mstep: Class 38 contains 417 members 
Mstep: Class 39 contains 742 members 
Mstep: Class 40 contains 20789 members 
Mstep: Class 41 contains 28550 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 94783 members 
Mstep: Class 44 contains 105599 members 
Mstep: Class 45 contains 237 members 
Mstep: Class 46 contains 478 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 328 members 
Mstep: Class 49 contains 9568 members 
Mstep: Class 50 contains 68941 members 
Mstep: Class 51 contains 51442 members 
Mstep: Class 52 contains 751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194706656.000000 Penalty: 119004.437500
Iteration 171Q: 52 clusters Score -1.947067e+08 nChanged 9198
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 92549 members 
Mstep: Class 2 contains 44359 members 
Mstep: Class 3 contains 3071 members 
Mstep: Class 4 contains 11359 members 
Mstep: Class 5 contains 59691 members 
Mstep: Class 6 contains 42773 members 
Mstep: Class 7 contains 454 members 
Mstep: Class 8 contains 101720 members 
Mstep: Class 9 contains 197453 members 
Mstep: Class 10 contains 61830 members 
Mstep: Class 11 contains 9809 members 
Mstep: Class 12 contains 9654 members 
Mstep: Class 13 contains 183 members 
Mstep: Class 14 contains 637 members 
Mstep: Class 15 contains 1418 members 
Mstep: Class 16 contains 17888 members 
Mstep: Class 17 contains 15823 members 
Mstep: Class 18 contains 12870 members 
Mstep: Class 19 contains 100030 members 
Mstep: Class 20 contains 1097 members 
Mstep: Class 21 contains 507 members 
Mstep: Class 22 contains 1471 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 55114 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 108266 members 
Mstep: Class 29 contains 81614 members 
Mstep: Class 30 contains 79175 members 
Mstep: Class 31 contains 6292 members 
Mstep: Class 32 contains 103385 members 
Mstep: Class 33 contains 366 members 
Mstep: Class 34 contains 3796 members 
Mstep: Class 35 contains 1158 members 
Mstep: Class 36 contains 28923 members 
Mstep: Class 37 contains 83800 members 
Mstep: Class 38 contains 422 members 
Mstep: Class 39 contains 741 members 
Mstep: Class 40 contains 20063 members 
Mstep: Class 41 contains 28507 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 95008 members 
Mstep: Class 44 contains 105529 members 
Mstep: Class 45 contains 237 members 
Mstep: Class 46 contains 478 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 323 members 
Mstep: Class 49 contains 9586 members 
Mstep: Class 50 contains 68807 members 
Mstep: Class 51 contains 51553 members 
Mstep: Class 52 contains 754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194707200.000000 Penalty: 119004.437500
Iteration 172Q: 52 clusters Score -1.947072e+08 nChanged 9659
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 92243 members 
Mstep: Class 2 contains 44377 members 
Mstep: Class 3 contains 3046 members 
Mstep: Class 4 contains 11357 members 
Mstep: Class 5 contains 60153 members 
Mstep: Class 6 contains 42821 members 
Mstep: Class 7 contains 454 members 
Mstep: Class 8 contains 101976 members 
Mstep: Class 9 contains 197447 members 
Mstep: Class 10 contains 60962 members 
Mstep: Class 11 contains 9951 members 
Mstep: Class 12 contains 9658 members 
Mstep: Class 13 contains 183 members 
Mstep: Class 14 contains 638 members 
Mstep: Class 15 contains 1417 members 
Mstep: Class 16 contains 17919 members 
Mstep: Class 17 contains 15831 members 
Mstep: Class 18 contains 12876 members 
Mstep: Class 19 contains 99903 members 
Mstep: Class 20 contains 1097 members 
Mstep: Class 21 contains 507 members 
Mstep: Class 22 contains 1471 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 55425 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 108729 members 
Mstep: Class 29 contains 81536 members 
Mstep: Class 30 contains 79061 members 
Mstep: Class 31 contains 6277 members 
Mstep: Class 32 contains 102098 members 
Mstep: Class 33 contains 367 members 
Mstep: Class 34 contains 3796 members 
Mstep: Class 35 contains 1158 members 
Mstep: Class 36 contains 28915 members 
Mstep: Class 37 contains 85371 members 
Mstep: Class 38 contains 427 members 
Mstep: Class 39 contains 741 members 
Mstep: Class 40 contains 19334 members 
Mstep: Class 41 contains 28450 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 95281 members 
Mstep: Class 44 contains 105457 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 478 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 316 members 
Mstep: Class 49 contains 9600 members 
Mstep: Class 50 contains 68776 members 
Mstep: Class 51 contains 51669 members 
Mstep: Class 52 contains 756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194706912.000000 Penalty: 119004.437500
Iteration 173Q: 52 clusters Score -1.947069e+08 nChanged 9809
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 92000 members 
Mstep: Class 2 contains 44381 members 
Mstep: Class 3 contains 3010 members 
Mstep: Class 4 contains 11360 members 
Mstep: Class 5 contains 60725 members 
Mstep: Class 6 contains 42876 members 
Mstep: Class 7 contains 454 members 
Mstep: Class 8 contains 102170 members 
Mstep: Class 9 contains 197439 members 
Mstep: Class 10 contains 60101 members 
Mstep: Class 11 contains 10077 members 
Mstep: Class 12 contains 9663 members 
Mstep: Class 13 contains 183 members 
Mstep: Class 14 contains 637 members 
Mstep: Class 15 contains 1404 members 
Mstep: Class 16 contains 17943 members 
Mstep: Class 17 contains 15842 members 
Mstep: Class 18 contains 12879 members 
Mstep: Class 19 contains 99620 members 
Mstep: Class 20 contains 1097 members 
Mstep: Class 21 contains 507 members 
Mstep: Class 22 contains 1471 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 55668 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 109067 members 
Mstep: Class 29 contains 81503 members 
Mstep: Class 30 contains 78934 members 
Mstep: Class 31 contains 6270 members 
Mstep: Class 32 contains 100619 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3797 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 28903 members 
Mstep: Class 37 contains 87198 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 742 members 
Mstep: Class 40 contains 18691 members 
Mstep: Class 41 contains 28408 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 95573 members 
Mstep: Class 44 contains 105383 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 479 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 314 members 
Mstep: Class 49 contains 9612 members 
Mstep: Class 50 contains 68753 members 
Mstep: Class 51 contains 51843 members 
Mstep: Class 52 contains 755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194707488.000000 Penalty: 119004.437500
Iteration 174Q: 52 clusters Score -1.947075e+08 nChanged 10365
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 91803 members 
Mstep: Class 2 contains 44366 members 
Mstep: Class 3 contains 2959 members 
Mstep: Class 4 contains 11360 members 
Mstep: Class 5 contains 61520 members 
Mstep: Class 6 contains 42925 members 
Mstep: Class 7 contains 454 members 
Mstep: Class 8 contains 102436 members 
Mstep: Class 9 contains 197450 members 
Mstep: Class 10 contains 59010 members 
Mstep: Class 11 contains 10201 members 
Mstep: Class 12 contains 9663 members 
Mstep: Class 13 contains 183 members 
Mstep: Class 14 contains 637 members 
Mstep: Class 15 contains 1396 members 
Mstep: Class 16 contains 17969 members 
Mstep: Class 17 contains 15847 members 
Mstep: Class 18 contains 12879 members 
Mstep: Class 19 contains 99399 members 
Mstep: Class 20 contains 1097 members 
Mstep: Class 21 contains 507 members 
Mstep: Class 22 contains 1472 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 55986 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 109289 members 
Mstep: Class 29 contains 81465 members 
Mstep: Class 30 contains 78817 members 
Mstep: Class 31 contains 6276 members 
Mstep: Class 32 contains 99057 members 
Mstep: Class 33 contains 368 members 
Mstep: Class 34 contains 3796 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 28888 members 
Mstep: Class 37 contains 89178 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 742 members 
Mstep: Class 40 contains 18056 members 
Mstep: Class 41 contains 28372 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 95842 members 
Mstep: Class 44 contains 105171 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 479 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 9592 members 
Mstep: Class 50 contains 68771 members 
Mstep: Class 51 contains 51972 members 
Mstep: Class 52 contains 755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194707632.000000 Penalty: 119004.437500
Iteration 175Q: 52 clusters Score -1.947076e+08 nChanged 10836
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 91643 members 
Mstep: Class 2 contains 44337 members 
Mstep: Class 3 contains 2916 members 
Mstep: Class 4 contains 11356 members 
Mstep: Class 5 contains 62360 members 
Mstep: Class 6 contains 42962 members 
Mstep: Class 7 contains 454 members 
Mstep: Class 8 contains 102599 members 
Mstep: Class 9 contains 197446 members 
Mstep: Class 10 contains 57746 members 
Mstep: Class 11 contains 10317 members 
Mstep: Class 12 contains 9663 members 
Mstep: Class 13 contains 183 members 
Mstep: Class 14 contains 637 members 
Mstep: Class 15 contains 1374 members 
Mstep: Class 16 contains 18000 members 
Mstep: Class 17 contains 15852 members 
Mstep: Class 18 contains 12877 members 
Mstep: Class 19 contains 99126 members 
Mstep: Class 20 contains 1097 members 
Mstep: Class 21 contains 506 members 
Mstep: Class 22 contains 1471 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 56329 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 109577 members 
Mstep: Class 29 contains 81426 members 
Mstep: Class 30 contains 78709 members 
Mstep: Class 31 contains 6272 members 
Mstep: Class 32 contains 97433 members 
Mstep: Class 33 contains 368 members 
Mstep: Class 34 contains 3795 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 28890 members 
Mstep: Class 37 contains 91269 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 742 members 
Mstep: Class 40 contains 17469 members 
Mstep: Class 41 contains 28350 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 96189 members 
Mstep: Class 44 contains 104873 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 479 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 9584 members 
Mstep: Class 50 contains 68904 members 
Mstep: Class 51 contains 52068 members 
Mstep: Class 52 contains 757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194708128.000000 Penalty: 119004.437500
Iteration 176Q: 52 clusters Score -1.947081e+08 nChanged 11196
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 91513 members 
Mstep: Class 2 contains 44333 members 
Mstep: Class 3 contains 2870 members 
Mstep: Class 4 contains 11352 members 
Mstep: Class 5 contains 63471 members 
Mstep: Class 6 contains 43004 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 102688 members 
Mstep: Class 9 contains 197438 members 
Mstep: Class 10 contains 56470 members 
Mstep: Class 11 contains 10434 members 
Mstep: Class 12 contains 9647 members 
Mstep: Class 13 contains 183 members 
Mstep: Class 14 contains 637 members 
Mstep: Class 15 contains 1353 members 
Mstep: Class 16 contains 18019 members 
Mstep: Class 17 contains 15865 members 
Mstep: Class 18 contains 12879 members 
Mstep: Class 19 contains 98848 members 
Mstep: Class 20 contains 1097 members 
Mstep: Class 21 contains 506 members 
Mstep: Class 22 contains 1471 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 56765 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 109739 members 
Mstep: Class 29 contains 81393 members 
Mstep: Class 30 contains 78603 members 
Mstep: Class 31 contains 6282 members 
Mstep: Class 32 contains 95494 members 
Mstep: Class 33 contains 368 members 
Mstep: Class 34 contains 3796 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 28872 members 
Mstep: Class 37 contains 93550 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 742 members 
Mstep: Class 40 contains 16852 members 
Mstep: Class 41 contains 28321 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 96560 members 
Mstep: Class 44 contains 104635 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 479 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 9549 members 
Mstep: Class 50 contains 68969 members 
Mstep: Class 51 contains 52146 members 
Mstep: Class 52 contains 759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194708016.000000 Penalty: 119004.437500
Iteration 177Q: 52 clusters Score -1.94708e+08 nChanged 11651
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 91383 members 
Mstep: Class 2 contains 44327 members 
Mstep: Class 3 contains 2835 members 
Mstep: Class 4 contains 11351 members 
Mstep: Class 5 contains 64732 members 
Mstep: Class 6 contains 43053 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 102697 members 
Mstep: Class 9 contains 197430 members 
Mstep: Class 10 contains 54942 members 
Mstep: Class 11 contains 10537 members 
Mstep: Class 12 contains 9633 members 
Mstep: Class 13 contains 183 members 
Mstep: Class 14 contains 637 members 
Mstep: Class 15 contains 1335 members 
Mstep: Class 16 contains 18048 members 
Mstep: Class 17 contains 15873 members 
Mstep: Class 18 contains 12881 members 
Mstep: Class 19 contains 98547 members 
Mstep: Class 20 contains 1097 members 
Mstep: Class 21 contains 506 members 
Mstep: Class 22 contains 1470 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 57145 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 109774 members 
Mstep: Class 29 contains 81345 members 
Mstep: Class 30 contains 78508 members 
Mstep: Class 31 contains 6276 members 
Mstep: Class 32 contains 93605 members 
Mstep: Class 33 contains 368 members 
Mstep: Class 34 contains 3796 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 28853 members 
Mstep: Class 37 contains 96087 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 742 members 
Mstep: Class 40 contains 16247 members 
Mstep: Class 41 contains 28300 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 96932 members 
Mstep: Class 44 contains 104402 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 479 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 9487 members 
Mstep: Class 50 contains 69119 members 
Mstep: Class 51 contains 52230 members 
Mstep: Class 52 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194707920.000000 Penalty: 119004.437500
Iteration 178Q: 52 clusters Score -1.947079e+08 nChanged 11455
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 91268 members 
Mstep: Class 2 contains 44323 members 
Mstep: Class 3 contains 2799 members 
Mstep: Class 4 contains 11349 members 
Mstep: Class 5 contains 66217 members 
Mstep: Class 6 contains 43108 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 102627 members 
Mstep: Class 9 contains 197433 members 
Mstep: Class 10 contains 53745 members 
Mstep: Class 11 contains 10617 members 
Mstep: Class 12 contains 9626 members 
Mstep: Class 13 contains 183 members 
Mstep: Class 14 contains 637 members 
Mstep: Class 15 contains 1316 members 
Mstep: Class 16 contains 18065 members 
Mstep: Class 17 contains 15878 members 
Mstep: Class 18 contains 12887 members 
Mstep: Class 19 contains 98272 members 
Mstep: Class 20 contains 1097 members 
Mstep: Class 21 contains 506 members 
Mstep: Class 22 contains 1471 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 57414 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 109582 members 
Mstep: Class 29 contains 81284 members 
Mstep: Class 30 contains 78423 members 
Mstep: Class 31 contains 6268 members 
Mstep: Class 32 contains 91592 members 
Mstep: Class 33 contains 368 members 
Mstep: Class 34 contains 3796 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 28857 members 
Mstep: Class 37 contains 98543 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 742 members 
Mstep: Class 40 contains 15684 members 
Mstep: Class 41 contains 28278 members 
Mstep: Class 42 contains 569 members 
Mstep: Class 43 contains 97314 members 
Mstep: Class 44 contains 104180 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 479 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 9430 members 
Mstep: Class 50 contains 69298 members 
Mstep: Class 51 contains 52235 members 
Mstep: Class 52 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194707808.000000 Penalty: 119004.437500
Iteration 179Q: 52 clusters Score -1.947078e+08 nChanged 10874
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 91134 members 
Mstep: Class 2 contains 44347 members 
Mstep: Class 3 contains 2761 members 
Mstep: Class 4 contains 11346 members 
Mstep: Class 5 contains 67797 members 
Mstep: Class 6 contains 43163 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 102460 members 
Mstep: Class 9 contains 197424 members 
Mstep: Class 10 contains 52607 members 
Mstep: Class 11 contains 10683 members 
Mstep: Class 12 contains 9625 members 
Mstep: Class 13 contains 183 members 
Mstep: Class 14 contains 637 members 
Mstep: Class 15 contains 1304 members 
Mstep: Class 16 contains 18088 members 
Mstep: Class 17 contains 15883 members 
Mstep: Class 18 contains 12890 members 
Mstep: Class 19 contains 97952 members 
Mstep: Class 20 contains 1097 members 
Mstep: Class 21 contains 506 members 
Mstep: Class 22 contains 1470 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 57744 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 109234 members 
Mstep: Class 29 contains 81209 members 
Mstep: Class 30 contains 78331 members 
Mstep: Class 31 contains 6264 members 
Mstep: Class 32 contains 89963 members 
Mstep: Class 33 contains 368 members 
Mstep: Class 34 contains 3798 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 28883 members 
Mstep: Class 37 contains 100640 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 743 members 
Mstep: Class 40 contains 15143 members 
Mstep: Class 41 contains 28256 members 
Mstep: Class 42 contains 569 members 
Mstep: Class 43 contains 97722 members 
Mstep: Class 44 contains 104041 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 479 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 315 members 
Mstep: Class 49 contains 9328 members 
Mstep: Class 50 contains 69450 members 
Mstep: Class 51 contains 52238 members 
Mstep: Class 52 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194707904.000000 Penalty: 119004.437500
Iteration 180F: 52 clusters Score -1.947079e+08 nChanged 10953
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 91082 members 
Mstep: Class 2 contains 44360 members 
Mstep: Class 3 contains 2723 members 
Mstep: Class 4 contains 11343 members 
Mstep: Class 5 contains 69572 members 
Mstep: Class 6 contains 43201 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 102214 members 
Mstep: Class 9 contains 197429 members 
Mstep: Class 10 contains 51459 members 
Mstep: Class 11 contains 10728 members 
Mstep: Class 12 contains 9626 members 
Mstep: Class 13 contains 182 members 
Mstep: Class 14 contains 638 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 18110 members 
Mstep: Class 17 contains 15888 members 
Mstep: Class 18 contains 12894 members 
Mstep: Class 19 contains 97488 members 
Mstep: Class 20 contains 1097 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1469 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 57931 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 108546 members 
Mstep: Class 29 contains 81138 members 
Mstep: Class 30 contains 78254 members 
Mstep: Class 31 contains 6259 members 
Mstep: Class 32 contains 88650 members 
Mstep: Class 33 contains 368 members 
Mstep: Class 34 contains 3799 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 28923 members 
Mstep: Class 37 contains 102535 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 744 members 
Mstep: Class 40 contains 14649 members 
Mstep: Class 41 contains 28238 members 
Mstep: Class 42 contains 569 members 
Mstep: Class 43 contains 98064 members 
Mstep: Class 44 contains 103929 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 477 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 316 members 
Mstep: Class 49 contains 9356 members 
Mstep: Class 50 contains 69824 members 
Mstep: Class 51 contains 52212 members 
Mstep: Class 52 contains 762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194708384.000000 Penalty: 119004.437500
Iteration 181Q: 52 clusters Score -1.947084e+08 nChanged 9951
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 91028 members 
Mstep: Class 2 contains 44354 members 
Mstep: Class 3 contains 2689 members 
Mstep: Class 4 contains 11343 members 
Mstep: Class 5 contains 71305 members 
Mstep: Class 6 contains 43252 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 102087 members 
Mstep: Class 9 contains 197414 members 
Mstep: Class 10 contains 50574 members 
Mstep: Class 11 contains 10767 members 
Mstep: Class 12 contains 9628 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 638 members 
Mstep: Class 15 contains 1263 members 
Mstep: Class 16 contains 18133 members 
Mstep: Class 17 contains 15891 members 
Mstep: Class 18 contains 12899 members 
Mstep: Class 19 contains 97159 members 
Mstep: Class 20 contains 1097 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1467 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 57937 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 107546 members 
Mstep: Class 29 contains 81081 members 
Mstep: Class 30 contains 78181 members 
Mstep: Class 31 contains 6255 members 
Mstep: Class 32 contains 87824 members 
Mstep: Class 33 contains 368 members 
Mstep: Class 34 contains 3799 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 28967 members 
Mstep: Class 37 contains 104090 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 14150 members 
Mstep: Class 41 contains 28219 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 98248 members 
Mstep: Class 44 contains 103859 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 474 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 9388 members 
Mstep: Class 50 contains 70223 members 
Mstep: Class 51 contains 52155 members 
Mstep: Class 52 contains 767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194709104.000000 Penalty: 119004.437500
Iteration 182Q: 52 clusters Score -1.947091e+08 nChanged 9517
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 90951 members 
Mstep: Class 2 contains 44350 members 
Mstep: Class 3 contains 2657 members 
Mstep: Class 4 contains 11340 members 
Mstep: Class 5 contains 73088 members 
Mstep: Class 6 contains 43298 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 101905 members 
Mstep: Class 9 contains 197411 members 
Mstep: Class 10 contains 49707 members 
Mstep: Class 11 contains 10803 members 
Mstep: Class 12 contains 9631 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 638 members 
Mstep: Class 15 contains 1243 members 
Mstep: Class 16 contains 18157 members 
Mstep: Class 17 contains 15891 members 
Mstep: Class 18 contains 12901 members 
Mstep: Class 19 contains 96905 members 
Mstep: Class 20 contains 1097 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1467 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 58098 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 429 members 
Mstep: Class 28 contains 106449 members 
Mstep: Class 29 contains 81041 members 
Mstep: Class 30 contains 78106 members 
Mstep: Class 31 contains 6254 members 
Mstep: Class 32 contains 87222 members 
Mstep: Class 33 contains 367 members 
Mstep: Class 34 contains 3799 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 29012 members 
Mstep: Class 37 contains 105306 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 13714 members 
Mstep: Class 41 contains 28209 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 98423 members 
Mstep: Class 44 contains 103684 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 473 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 318 members 
Mstep: Class 49 contains 9434 members 
Mstep: Class 50 contains 70627 members 
Mstep: Class 51 contains 52092 members 
Mstep: Class 52 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 2292.277100 but Gain 2333.421875
Score: -194709856.000000 Penalty: 116671.015625
Iteration 183Q: 51 clusters Score -1.947099e+08 nChanged 10762
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 90917 members 
Mstep: Class 2 contains 44436 members 
Mstep: Class 3 contains 2650 members 
Mstep: Class 4 contains 11339 members 
Mstep: Class 5 contains 74965 members 
Mstep: Class 6 contains 43333 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 101685 members 
Mstep: Class 9 contains 197411 members 
Mstep: Class 10 contains 48724 members 
Mstep: Class 11 contains 10830 members 
Mstep: Class 12 contains 9642 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 638 members 
Mstep: Class 16 contains 18175 members 
Mstep: Class 17 contains 15891 members 
Mstep: Class 18 contains 12902 members 
Mstep: Class 19 contains 97061 members 
Mstep: Class 20 contains 1097 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1469 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 58218 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 429 members 
Mstep: Class 28 contains 105606 members 
Mstep: Class 29 contains 81044 members 
Mstep: Class 30 contains 78049 members 
Mstep: Class 31 contains 6253 members 
Mstep: Class 32 contains 86748 members 
Mstep: Class 33 contains 368 members 
Mstep: Class 34 contains 3800 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 29064 members 
Mstep: Class 37 contains 106473 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 13586 members 
Mstep: Class 41 contains 28201 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 98580 members 
Mstep: Class 44 contains 103511 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 472 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 9465 members 
Mstep: Class 50 contains 71133 members 
Mstep: Class 51 contains 52014 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194710688.000000 Penalty: 116671.015625
Iteration 184Q: 51 clusters Score -1.947107e+08 nChanged 9907
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 90810 members 
Mstep: Class 2 contains 44498 members 
Mstep: Class 3 contains 2629 members 
Mstep: Class 4 contains 11334 members 
Mstep: Class 5 contains 76742 members 
Mstep: Class 6 contains 43364 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 101429 members 
Mstep: Class 9 contains 197405 members 
Mstep: Class 10 contains 47853 members 
Mstep: Class 11 contains 10858 members 
Mstep: Class 12 contains 9637 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 638 members 
Mstep: Class 16 contains 18198 members 
Mstep: Class 17 contains 15892 members 
Mstep: Class 18 contains 12903 members 
Mstep: Class 19 contains 96952 members 
Mstep: Class 20 contains 1097 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1469 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 57992 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 429 members 
Mstep: Class 28 contains 104338 members 
Mstep: Class 29 contains 81005 members 
Mstep: Class 30 contains 77998 members 
Mstep: Class 31 contains 6251 members 
Mstep: Class 32 contains 86576 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3800 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 29112 members 
Mstep: Class 37 contains 107562 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 13116 members 
Mstep: Class 41 contains 28175 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 98693 members 
Mstep: Class 44 contains 103322 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 471 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 9519 members 
Mstep: Class 50 contains 71845 members 
Mstep: Class 51 contains 51898 members 
Mstep: Class 52 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194710944.000000 Penalty: 116671.015625
Iteration 185Q: 51 clusters Score -1.947109e+08 nChanged 9538
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 90712 members 
Mstep: Class 2 contains 44558 members 
Mstep: Class 3 contains 2594 members 
Mstep: Class 4 contains 11333 members 
Mstep: Class 5 contains 78515 members 
Mstep: Class 6 contains 43386 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 101106 members 
Mstep: Class 9 contains 197405 members 
Mstep: Class 10 contains 46988 members 
Mstep: Class 11 contains 10885 members 
Mstep: Class 12 contains 9636 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 638 members 
Mstep: Class 16 contains 18221 members 
Mstep: Class 17 contains 15899 members 
Mstep: Class 18 contains 12907 members 
Mstep: Class 19 contains 97015 members 
Mstep: Class 20 contains 1097 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1467 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 57740 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 102953 members 
Mstep: Class 29 contains 80971 members 
Mstep: Class 30 contains 77951 members 
Mstep: Class 31 contains 6253 members 
Mstep: Class 32 contains 86458 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3801 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 29144 members 
Mstep: Class 37 contains 108587 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 12659 members 
Mstep: Class 41 contains 28145 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 98764 members 
Mstep: Class 44 contains 103254 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 9579 members 
Mstep: Class 50 contains 72489 members 
Mstep: Class 51 contains 51800 members 
Mstep: Class 52 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194711520.000000 Penalty: 116671.015625
Iteration 186Q: 51 clusters Score -1.947115e+08 nChanged 9207
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 90592 members 
Mstep: Class 2 contains 44617 members 
Mstep: Class 3 contains 2563 members 
Mstep: Class 4 contains 11335 members 
Mstep: Class 5 contains 80160 members 
Mstep: Class 6 contains 43412 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 100768 members 
Mstep: Class 9 contains 197402 members 
Mstep: Class 10 contains 46123 members 
Mstep: Class 11 contains 10904 members 
Mstep: Class 12 contains 9638 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 638 members 
Mstep: Class 16 contains 18233 members 
Mstep: Class 17 contains 15902 members 
Mstep: Class 18 contains 12909 members 
Mstep: Class 19 contains 97113 members 
Mstep: Class 20 contains 1097 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1467 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 57595 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 101477 members 
Mstep: Class 29 contains 80944 members 
Mstep: Class 30 contains 77899 members 
Mstep: Class 31 contains 6252 members 
Mstep: Class 32 contains 86704 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3801 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 29188 members 
Mstep: Class 37 contains 109379 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 12241 members 
Mstep: Class 41 contains 28135 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 98818 members 
Mstep: Class 44 contains 103113 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 9662 members 
Mstep: Class 50 contains 73125 members 
Mstep: Class 51 contains 51704 members 
Mstep: Class 52 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194711616.000000 Penalty: 116671.015625
Iteration 187Q: 51 clusters Score -1.947116e+08 nChanged 8949
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 90449 members 
Mstep: Class 2 contains 44674 members 
Mstep: Class 3 contains 2543 members 
Mstep: Class 4 contains 11336 members 
Mstep: Class 5 contains 81684 members 
Mstep: Class 6 contains 43424 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 100421 members 
Mstep: Class 9 contains 197406 members 
Mstep: Class 10 contains 45173 members 
Mstep: Class 11 contains 10918 members 
Mstep: Class 12 contains 9645 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 638 members 
Mstep: Class 16 contains 18244 members 
Mstep: Class 17 contains 15906 members 
Mstep: Class 18 contains 12909 members 
Mstep: Class 19 contains 97433 members 
Mstep: Class 20 contains 1097 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1467 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 57574 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 99829 members 
Mstep: Class 29 contains 80918 members 
Mstep: Class 30 contains 77861 members 
Mstep: Class 31 contains 6253 members 
Mstep: Class 32 contains 86927 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3803 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 29226 members 
Mstep: Class 37 contains 110323 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 11822 members 
Mstep: Class 41 contains 28127 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 98879 members 
Mstep: Class 44 contains 103001 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 9713 members 
Mstep: Class 50 contains 73689 members 
Mstep: Class 51 contains 51598 members 
Mstep: Class 52 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194711712.000000 Penalty: 116671.015625
Iteration 188Q: 51 clusters Score -1.947117e+08 nChanged 8713
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 90354 members 
Mstep: Class 2 contains 44710 members 
Mstep: Class 3 contains 2507 members 
Mstep: Class 4 contains 11335 members 
Mstep: Class 5 contains 83088 members 
Mstep: Class 6 contains 43448 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 100199 members 
Mstep: Class 9 contains 197410 members 
Mstep: Class 10 contains 44453 members 
Mstep: Class 11 contains 10929 members 
Mstep: Class 12 contains 9654 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 638 members 
Mstep: Class 16 contains 18257 members 
Mstep: Class 17 contains 15910 members 
Mstep: Class 18 contains 12910 members 
Mstep: Class 19 contains 97850 members 
Mstep: Class 20 contains 1097 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1468 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 57544 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 98488 members 
Mstep: Class 29 contains 80876 members 
Mstep: Class 30 contains 77823 members 
Mstep: Class 31 contains 6251 members 
Mstep: Class 32 contains 86952 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3803 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 29272 members 
Mstep: Class 37 contains 110985 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 11434 members 
Mstep: Class 41 contains 28107 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 98871 members 
Mstep: Class 44 contains 102696 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 9761 members 
Mstep: Class 50 contains 74342 members 
Mstep: Class 51 contains 51488 members 
Mstep: Class 52 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194712432.000000 Penalty: 116671.015625
Iteration 189Q: 51 clusters Score -1.947124e+08 nChanged 9321
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 90278 members 
Mstep: Class 2 contains 44743 members 
Mstep: Class 3 contains 2503 members 
Mstep: Class 4 contains 11336 members 
Mstep: Class 5 contains 84602 members 
Mstep: Class 6 contains 43480 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 99868 members 
Mstep: Class 9 contains 197407 members 
Mstep: Class 10 contains 43538 members 
Mstep: Class 11 contains 10943 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 638 members 
Mstep: Class 16 contains 18284 members 
Mstep: Class 17 contains 15912 members 
Mstep: Class 18 contains 12911 members 
Mstep: Class 19 contains 98479 members 
Mstep: Class 20 contains 1097 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1470 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 57630 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 96960 members 
Mstep: Class 29 contains 80858 members 
Mstep: Class 30 contains 77784 members 
Mstep: Class 31 contains 6252 members 
Mstep: Class 32 contains 86999 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3802 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 29321 members 
Mstep: Class 37 contains 111584 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 11058 members 
Mstep: Class 41 contains 28093 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 98818 members 
Mstep: Class 44 contains 102556 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 9807 members 
Mstep: Class 50 contains 74839 members 
Mstep: Class 51 contains 51395 members 
Mstep: Class 52 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194712080.000000 Penalty: 116671.015625
Iteration 190Q: 51 clusters Score -1.947121e+08 nChanged 10191
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 90170 members 
Mstep: Class 2 contains 44789 members 
Mstep: Class 3 contains 2518 members 
Mstep: Class 4 contains 11338 members 
Mstep: Class 5 contains 86299 members 
Mstep: Class 6 contains 43492 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 99362 members 
Mstep: Class 9 contains 197409 members 
Mstep: Class 10 contains 42546 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 12 contains 9669 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 638 members 
Mstep: Class 16 contains 18313 members 
Mstep: Class 17 contains 15918 members 
Mstep: Class 18 contains 12913 members 
Mstep: Class 19 contains 99177 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1467 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 57730 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 95290 members 
Mstep: Class 29 contains 80858 members 
Mstep: Class 30 contains 77753 members 
Mstep: Class 31 contains 6260 members 
Mstep: Class 32 contains 87463 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3802 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 29363 members 
Mstep: Class 37 contains 111738 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 10724 members 
Mstep: Class 41 contains 28080 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 98804 members 
Mstep: Class 44 contains 102526 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 9832 members 
Mstep: Class 50 contains 75293 members 
Mstep: Class 51 contains 51322 members 
Mstep: Class 52 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194712240.000000 Penalty: 116671.015625
Iteration 191Q: 51 clusters Score -1.947122e+08 nChanged 11178
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 90034 members 
Mstep: Class 2 contains 44850 members 
Mstep: Class 3 contains 2547 members 
Mstep: Class 4 contains 11338 members 
Mstep: Class 5 contains 88238 members 
Mstep: Class 6 contains 43497 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 98980 members 
Mstep: Class 9 contains 197418 members 
Mstep: Class 10 contains 41574 members 
Mstep: Class 11 contains 10964 members 
Mstep: Class 12 contains 9670 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 638 members 
Mstep: Class 16 contains 18336 members 
Mstep: Class 17 contains 15918 members 
Mstep: Class 18 contains 12912 members 
Mstep: Class 19 contains 99879 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1465 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 57802 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 93431 members 
Mstep: Class 29 contains 80897 members 
Mstep: Class 30 contains 77739 members 
Mstep: Class 31 contains 6263 members 
Mstep: Class 32 contains 87918 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3802 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 29400 members 
Mstep: Class 37 contains 111767 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 10374 members 
Mstep: Class 41 contains 28071 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 98636 members 
Mstep: Class 44 contains 102407 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 9819 members 
Mstep: Class 50 contains 75964 members 
Mstep: Class 51 contains 51265 members 
Mstep: Class 52 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194713296.000000 Penalty: 116671.015625
Iteration 192Q: 51 clusters Score -1.947133e+08 nChanged 11949
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 89889 members 
Mstep: Class 2 contains 44913 members 
Mstep: Class 3 contains 2590 members 
Mstep: Class 4 contains 11338 members 
Mstep: Class 5 contains 90349 members 
Mstep: Class 6 contains 43508 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 98544 members 
Mstep: Class 9 contains 197417 members 
Mstep: Class 10 contains 40484 members 
Mstep: Class 11 contains 10973 members 
Mstep: Class 12 contains 9683 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 638 members 
Mstep: Class 16 contains 18368 members 
Mstep: Class 17 contains 15915 members 
Mstep: Class 18 contains 12912 members 
Mstep: Class 19 contains 100586 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1465 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 57753 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 91308 members 
Mstep: Class 29 contains 80962 members 
Mstep: Class 30 contains 77718 members 
Mstep: Class 31 contains 6261 members 
Mstep: Class 32 contains 88547 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3802 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 29434 members 
Mstep: Class 37 contains 111868 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 10039 members 
Mstep: Class 41 contains 28068 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 98429 members 
Mstep: Class 44 contains 102402 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 9791 members 
Mstep: Class 50 contains 76637 members 
Mstep: Class 51 contains 51222 members 
Mstep: Class 52 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715392.000000 Penalty: 116671.015625
Iteration 193Q: 51 clusters Score -1.947154e+08 nChanged 12427
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 89720 members 
Mstep: Class 2 contains 44953 members 
Mstep: Class 3 contains 2651 members 
Mstep: Class 4 contains 11339 members 
Mstep: Class 5 contains 92400 members 
Mstep: Class 6 contains 43512 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 98165 members 
Mstep: Class 9 contains 197424 members 
Mstep: Class 10 contains 39407 members 
Mstep: Class 11 contains 10984 members 
Mstep: Class 12 contains 9681 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 638 members 
Mstep: Class 16 contains 18392 members 
Mstep: Class 17 contains 15910 members 
Mstep: Class 18 contains 12912 members 
Mstep: Class 19 contains 101295 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1465 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 57813 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 89202 members 
Mstep: Class 29 contains 81008 members 
Mstep: Class 30 contains 77699 members 
Mstep: Class 31 contains 6248 members 
Mstep: Class 32 contains 89172 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3800 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 29475 members 
Mstep: Class 37 contains 111987 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 9699 members 
Mstep: Class 41 contains 28060 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 98171 members 
Mstep: Class 44 contains 102358 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 9777 members 
Mstep: Class 50 contains 77266 members 
Mstep: Class 51 contains 51230 members 
Mstep: Class 52 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716288.000000 Penalty: 116671.015625
Iteration 194Q: 51 clusters Score -1.947163e+08 nChanged 13079
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 89610 members 
Mstep: Class 2 contains 44971 members 
Mstep: Class 3 contains 2740 members 
Mstep: Class 4 contains 11338 members 
Mstep: Class 5 contains 94680 members 
Mstep: Class 6 contains 43522 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 97890 members 
Mstep: Class 9 contains 197423 members 
Mstep: Class 10 contains 38427 members 
Mstep: Class 11 contains 10989 members 
Mstep: Class 12 contains 9682 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 638 members 
Mstep: Class 16 contains 18412 members 
Mstep: Class 17 contains 15905 members 
Mstep: Class 18 contains 12913 members 
Mstep: Class 19 contains 101966 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1465 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 57565 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 86636 members 
Mstep: Class 29 contains 81074 members 
Mstep: Class 30 contains 77675 members 
Mstep: Class 31 contains 6242 members 
Mstep: Class 32 contains 89708 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3800 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 29512 members 
Mstep: Class 37 contains 112340 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 9403 members 
Mstep: Class 41 contains 28057 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 97839 members 
Mstep: Class 44 contains 102214 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 9751 members 
Mstep: Class 50 contains 78159 members 
Mstep: Class 51 contains 51267 members 
Mstep: Class 52 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194717680.000000 Penalty: 116671.015625
Iteration 195Q: 51 clusters Score -1.947177e+08 nChanged 13835
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 89498 members 
Mstep: Class 2 contains 45003 members 
Mstep: Class 3 contains 2865 members 
Mstep: Class 4 contains 11335 members 
Mstep: Class 5 contains 97106 members 
Mstep: Class 6 contains 43522 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 97586 members 
Mstep: Class 9 contains 197427 members 
Mstep: Class 10 contains 37313 members 
Mstep: Class 11 contains 10998 members 
Mstep: Class 12 contains 9684 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 639 members 
Mstep: Class 16 contains 18425 members 
Mstep: Class 17 contains 15906 members 
Mstep: Class 18 contains 12913 members 
Mstep: Class 19 contains 102702 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1466 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 57541 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 83923 members 
Mstep: Class 29 contains 81134 members 
Mstep: Class 30 contains 77664 members 
Mstep: Class 31 contains 6222 members 
Mstep: Class 32 contains 90198 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3799 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 29545 members 
Mstep: Class 37 contains 112625 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 9158 members 
Mstep: Class 41 contains 28050 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 97481 members 
Mstep: Class 44 contains 102049 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 9717 members 
Mstep: Class 50 contains 79029 members 
Mstep: Class 51 contains 51290 members 
Mstep: Class 52 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194718816.000000 Penalty: 116671.015625
Iteration 196Q: 51 clusters Score -1.947188e+08 nChanged 14469
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 89347 members 
Mstep: Class 2 contains 45039 members 
Mstep: Class 3 contains 3024 members 
Mstep: Class 4 contains 11335 members 
Mstep: Class 5 contains 99483 members 
Mstep: Class 6 contains 43530 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 97236 members 
Mstep: Class 9 contains 197416 members 
Mstep: Class 10 contains 36211 members 
Mstep: Class 11 contains 11007 members 
Mstep: Class 12 contains 9684 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 639 members 
Mstep: Class 16 contains 18446 members 
Mstep: Class 17 contains 15904 members 
Mstep: Class 18 contains 12913 members 
Mstep: Class 19 contains 103472 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1462 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 57586 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 81023 members 
Mstep: Class 29 contains 81157 members 
Mstep: Class 30 contains 77635 members 
Mstep: Class 31 contains 6210 members 
Mstep: Class 32 contains 90338 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3799 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 29572 members 
Mstep: Class 37 contains 113379 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 8937 members 
Mstep: Class 41 contains 28043 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 97102 members 
Mstep: Class 44 contains 102047 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 9703 members 
Mstep: Class 50 contains 79795 members 
Mstep: Class 51 contains 51339 members 
Mstep: Class 52 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194719872.000000 Penalty: 116671.015625
Iteration 197Q: 51 clusters Score -1.947199e+08 nChanged 14848
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 89252 members 
Mstep: Class 2 contains 45056 members 
Mstep: Class 3 contains 3196 members 
Mstep: Class 4 contains 11334 members 
Mstep: Class 5 contains 102017 members 
Mstep: Class 6 contains 43538 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 96994 members 
Mstep: Class 9 contains 197408 members 
Mstep: Class 10 contains 34858 members 
Mstep: Class 11 contains 11016 members 
Mstep: Class 12 contains 9685 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 639 members 
Mstep: Class 16 contains 18479 members 
Mstep: Class 17 contains 15900 members 
Mstep: Class 18 contains 12913 members 
Mstep: Class 19 contains 104176 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1461 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 57627 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 77957 members 
Mstep: Class 29 contains 81176 members 
Mstep: Class 30 contains 77610 members 
Mstep: Class 31 contains 6196 members 
Mstep: Class 32 contains 90626 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3798 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 29577 members 
Mstep: Class 37 contains 114267 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 8761 members 
Mstep: Class 41 contains 28037 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 96700 members 
Mstep: Class 44 contains 101750 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 9666 members 
Mstep: Class 50 contains 80760 members 
Mstep: Class 51 contains 51384 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720160.000000 Penalty: 116671.015625
Iteration 198Q: 51 clusters Score -1.947202e+08 nChanged 14757
Entering ConstructFrom: 
Score: -194720160.000000 Penalty: 116671.015625
Entering ConstructFrom: 
Trying to split cluster 1 (89173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89173 members 
Entering Unmasked Estep 
Score: -10108873.000000 Penalty: 1852.229248
	Iteration 0F: 2 clusters Score -1.010887e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44729 members 
Mstep: Class 2 contains 44444 members 
Entering Unmasked Estep 
Score: -10049588.000000 Penalty: 3704.458496
	Iteration 0F: 3 clusters Score -1.004959e+07 nChanged 42638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47571 members 
Mstep: Class 2 contains 41602 members 
Entering Unmasked Estep 
Score: -10074771.000000 Penalty: 3704.458496
	Iteration 1F: 3 clusters Score -1.007477e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49476 members 
Mstep: Class 2 contains 39697 members 
Entering Unmasked Estep 
Score: -10076661.000000 Penalty: 3704.458496
	Iteration 2Q: 3 clusters Score -1.007666e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52244 members 
Mstep: Class 2 contains 36929 members 
Entering Unmasked Estep 
Score: -10079239.000000 Penalty: 3704.458496
	Iteration 3F: 3 clusters Score -1.007924e+07 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55969 members 
Mstep: Class 2 contains 33204 members 
Entering Unmasked Estep 
Score: -10082851.000000 Penalty: 3704.458496
	Iteration 4F: 3 clusters Score -1.008285e+07 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60238 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -10086659.000000 Penalty: 3704.458496
	Iteration 5F: 3 clusters Score -1.008666e+07 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64790 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -10090624.000000 Penalty: 3704.458496
	Iteration 6F: 3 clusters Score -1.009062e+07 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69275 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -10094652.000000 Penalty: 3704.458496
	Iteration 7F: 3 clusters Score -1.009465e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73301 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -10099089.000000 Penalty: 3704.458496
	Iteration 8Q: 3 clusters Score -1.009909e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76312 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -10102378.000000 Penalty: 3704.458496
	Iteration 9Q: 3 clusters Score -1.010238e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78279 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -10104165.000000 Penalty: 3704.458496
	Iteration 10Q: 3 clusters Score -1.010416e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79871 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -10105090.000000 Penalty: 3704.458496
	Iteration 11Q: 3 clusters Score -1.010509e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81149 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -10105903.000000 Penalty: 3704.458496
	Iteration 12Q: 3 clusters Score -1.01059e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82207 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -10106460.000000 Penalty: 3704.458496
	Iteration 13Q: 3 clusters Score -1.010646e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83050 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -10106894.000000 Penalty: 3704.458496
	Iteration 14Q: 3 clusters Score -1.010689e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83724 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -10107149.000000 Penalty: 3704.458496
	Iteration 15Q: 3 clusters Score -1.010715e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84279 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -10107348.000000 Penalty: 3704.458496
	Iteration 16Q: 3 clusters Score -1.010735e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84712 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -10107497.000000 Penalty: 3704.458496
	Iteration 17Q: 3 clusters Score -1.01075e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85089 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -10107636.000000 Penalty: 3704.458496
	Iteration 18Q: 3 clusters Score -1.010764e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85380 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -10107693.000000 Penalty: 3704.458496
	Iteration 19Q: 3 clusters Score -1.010769e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85612 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -10107753.000000 Penalty: 3704.458496
	Iteration 20F: 3 clusters Score -1.010775e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85822 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -10107819.000000 Penalty: 3704.458496
	Iteration 21Q: 3 clusters Score -1.010782e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85985 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -10107875.000000 Penalty: 3704.458496
	Iteration 22Q: 3 clusters Score -1.010788e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86112 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -10107900.000000 Penalty: 3704.458496
	Iteration 23Q: 3 clusters Score -1.01079e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86206 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -10107926.000000 Penalty: 3704.458496
	Iteration 24Q: 3 clusters Score -1.010793e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86276 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -10107961.000000 Penalty: 3704.458496
	Iteration 25Q: 3 clusters Score -1.010796e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86347 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -10107976.000000 Penalty: 3704.458496
	Iteration 26Q: 3 clusters Score -1.010798e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86409 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -10107962.000000 Penalty: 3704.458496
	Iteration 27Q: 3 clusters Score -1.010796e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86459 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -10107980.000000 Penalty: 3704.458496
	Iteration 28Q: 3 clusters Score -1.010798e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86494 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -10107981.000000 Penalty: 3704.458496
	Iteration 29Q: 3 clusters Score -1.010798e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86533 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -10107991.000000 Penalty: 3704.458496
	Iteration 30Q: 3 clusters Score -1.010799e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86566 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -10108007.000000 Penalty: 3704.458496
	Iteration 31Q: 3 clusters Score -1.010801e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86587 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -10108006.000000 Penalty: 3704.458496
	Iteration 32Q: 3 clusters Score -1.010801e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86604 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -10108015.000000 Penalty: 3704.458496
	Iteration 33Q: 3 clusters Score -1.010802e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86621 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -10108009.000000 Penalty: 3704.458496
	Iteration 34Q: 3 clusters Score -1.010801e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86640 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -10108014.000000 Penalty: 3704.458496
	Iteration 35Q: 3 clusters Score -1.010801e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86659 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -10108014.000000 Penalty: 3704.458496
	Iteration 36Q: 3 clusters Score -1.010801e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86673 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -10108016.000000 Penalty: 3704.458496
	Iteration 37Q: 3 clusters Score -1.010802e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86683 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -10108014.000000 Penalty: 3704.458496
	Iteration 38Q: 3 clusters Score -1.010801e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86691 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -10108022.000000 Penalty: 3704.458496
	Iteration 39Q: 3 clusters Score -1.010802e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86700 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -10108014.000000 Penalty: 3704.458496
	Iteration 40F: 3 clusters Score -1.010801e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86710 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -10108016.000000 Penalty: 3704.458496
	Iteration 41Q: 3 clusters Score -1.010802e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86726 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -10108034.000000 Penalty: 3704.458496
	Iteration 42Q: 3 clusters Score -1.010803e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86743 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -10108026.000000 Penalty: 3704.458496
	Iteration 43Q: 3 clusters Score -1.010803e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86757 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -10108036.000000 Penalty: 3704.458496
	Iteration 44Q: 3 clusters Score -1.010804e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86767 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -10108028.000000 Penalty: 3704.458496
	Iteration 45Q: 3 clusters Score -1.010803e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86778 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -10108037.000000 Penalty: 3704.458496
	Iteration 46Q: 3 clusters Score -1.010804e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86789 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -10108036.000000 Penalty: 3704.458496
	Iteration 47Q: 3 clusters Score -1.010804e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86801 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -10108033.000000 Penalty: 3704.458496
	Iteration 48Q: 3 clusters Score -1.010803e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86814 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -10108028.000000 Penalty: 3704.458496
	Iteration 49Q: 3 clusters Score -1.010803e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86826 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -10108036.000000 Penalty: 3704.458496
	Iteration 50Q: 3 clusters Score -1.010804e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86837 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -10108021.000000 Penalty: 3704.458496
	Iteration 51Q: 3 clusters Score -1.010802e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86851 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -10108035.000000 Penalty: 3704.458496
	Iteration 52Q: 3 clusters Score -1.010804e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86860 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -10108022.000000 Penalty: 3704.458496
	Iteration 53Q: 3 clusters Score -1.010802e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86866 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -10108033.000000 Penalty: 3704.458496
	Iteration 54Q: 3 clusters Score -1.010803e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86877 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -10108037.000000 Penalty: 3704.458496
	Iteration 55Q: 3 clusters Score -1.010804e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86885 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -10108035.000000 Penalty: 3704.458496
	Iteration 56Q: 3 clusters Score -1.010804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86888 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -10108033.000000 Penalty: 3704.458496
	Iteration 57Q: 3 clusters Score -1.010803e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86892 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -10108033.000000 Penalty: 3704.458496
	Iteration 58Q: 3 clusters Score -1.010803e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86895 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -10108029.000000 Penalty: 3704.458496
	Iteration 59Q: 3 clusters Score -1.010803e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86896 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -10108021.000000 Penalty: 3704.458496
	Iteration 60F: 3 clusters Score -1.010802e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86898 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -10108030.000000 Penalty: 3704.458496
	Iteration 61Q: 3 clusters Score -1.010803e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86901 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -10108024.000000 Penalty: 3704.458496
	Iteration 62Q: 3 clusters Score -1.010802e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86902 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -10108029.000000 Penalty: 3704.458496
	Iteration 63Q: 3 clusters Score -1.010803e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86903 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -10108029.000000 Penalty: 3704.458496
	Iteration 64Q: 3 clusters Score -1.010803e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86905 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -10108036.000000 Penalty: 3704.458496
	Iteration 65Q: 3 clusters Score -1.010804e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86910 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -10108036.000000 Penalty: 3704.458496
	Iteration 66Q: 3 clusters Score -1.010804e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86914 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -10108032.000000 Penalty: 3704.458496
	Iteration 67Q: 3 clusters Score -1.010803e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86918 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -10108032.000000 Penalty: 3704.458496
	Iteration 68Q: 3 clusters Score -1.010803e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86922 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -10108038.000000 Penalty: 3704.458496
	Iteration 69Q: 3 clusters Score -1.010804e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86924 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -10108037.000000 Penalty: 3704.458496
	Iteration 70Q: 3 clusters Score -1.010804e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86926 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -10108036.000000 Penalty: 3704.458496
	Iteration 71Q: 3 clusters Score -1.010804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86929 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -10108035.000000 Penalty: 3704.458496
	Iteration 72Q: 3 clusters Score -1.010804e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86933 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -10108040.000000 Penalty: 3704.458496
	Iteration 73Q: 3 clusters Score -1.010804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86934 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -10108037.000000 Penalty: 3704.458496
	Iteration 74Q: 3 clusters Score -1.010804e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86939 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -10108038.000000 Penalty: 3704.458496
	Iteration 75Q: 3 clusters Score -1.010804e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86950 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -10108037.000000 Penalty: 3704.458496
	Iteration 76Q: 3 clusters Score -1.010804e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86960 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -10108041.000000 Penalty: 3704.458496
	Iteration 77Q: 3 clusters Score -1.010804e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86972 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -10108036.000000 Penalty: 3704.458496
	Iteration 78Q: 3 clusters Score -1.010804e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86978 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -10108047.000000 Penalty: 3704.458496
	Iteration 79Q: 3 clusters Score -1.010805e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86985 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -10108035.000000 Penalty: 3704.458496
	Iteration 80F: 3 clusters Score -1.010804e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86995 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -10108044.000000 Penalty: 3704.458496
	Iteration 81Q: 3 clusters Score -1.010804e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87005 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -10108050.000000 Penalty: 3704.458496
	Iteration 82Q: 3 clusters Score -1.010805e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87016 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -10108057.000000 Penalty: 3704.458496
	Iteration 83Q: 3 clusters Score -1.010806e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87029 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -10108045.000000 Penalty: 3704.458496
	Iteration 84Q: 3 clusters Score -1.010804e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87034 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -10108060.000000 Penalty: 3704.458496
	Iteration 85Q: 3 clusters Score -1.010806e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87043 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -10108048.000000 Penalty: 3704.458496
	Iteration 86Q: 3 clusters Score -1.010805e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87052 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -10108051.000000 Penalty: 3704.458496
	Iteration 87Q: 3 clusters Score -1.010805e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87069 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -10108038.000000 Penalty: 3704.458496
	Iteration 88Q: 3 clusters Score -1.010804e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87075 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -10108045.000000 Penalty: 3704.458496
	Iteration 89Q: 3 clusters Score -1.010804e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87079 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -10108045.000000 Penalty: 3704.458496
	Iteration 90Q: 3 clusters Score -1.010804e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87085 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -10108047.000000 Penalty: 3704.458496
	Iteration 91Q: 3 clusters Score -1.010805e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87090 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -10108059.000000 Penalty: 3704.458496
	Iteration 92Q: 3 clusters Score -1.010806e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87099 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -10108059.000000 Penalty: 3704.458496
	Iteration 93Q: 3 clusters Score -1.010806e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87105 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -10108057.000000 Penalty: 3704.458496
	Iteration 94Q: 3 clusters Score -1.010806e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87109 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -10108060.000000 Penalty: 3704.458496
	Iteration 95Q: 3 clusters Score -1.010806e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87113 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -10108059.000000 Penalty: 3704.458496
	Iteration 96Q: 3 clusters Score -1.010806e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87119 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -10108060.000000 Penalty: 3704.458496
	Iteration 97Q: 3 clusters Score -1.010806e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87128 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -10108066.000000 Penalty: 3704.458496
	Iteration 98Q: 3 clusters Score -1.010807e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87130 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -10108071.000000 Penalty: 3704.458496
	Iteration 99Q: 3 clusters Score -1.010807e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87132 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -10108065.000000 Penalty: 3704.458496
	Iteration 100F: 3 clusters Score -1.010806e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87135 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -10108066.000000 Penalty: 3704.458496
	Iteration 101Q: 3 clusters Score -1.010807e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87138 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -10108065.000000 Penalty: 3704.458496
	Iteration 102Q: 3 clusters Score -1.010806e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87139 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -10108062.000000 Penalty: 3704.458496
	Iteration 103Q: 3 clusters Score -1.010806e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87140 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -10108065.000000 Penalty: 3704.458496
	Iteration 104Q: 3 clusters Score -1.010806e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87141 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -10108069.000000 Penalty: 3704.458496
	Iteration 105Q: 3 clusters Score -1.010807e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87143 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -10108075.000000 Penalty: 3704.458496
	Iteration 106Q: 3 clusters Score -1.010808e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87144 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -10108071.000000 Penalty: 3704.458496
	Iteration 107Q: 3 clusters Score -1.010807e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87144 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -10108071.000000 Penalty: 3704.458496
	Iteration 108F: 3 clusters Score -1.010807e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (45080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45080 members 
Entering Unmasked Estep 
Score: -4954020.500000 Penalty: 1741.381592
	Iteration 0F: 2 clusters Score -4954020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -4923788.500000 Penalty: 3482.763184
	Iteration 0F: 3 clusters Score -4923788 nChanged 21037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -4935484.000000 Penalty: 3482.763184
	Iteration 1F: 3 clusters Score -4935484 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -4936021.000000 Penalty: 3482.763184
	Iteration 2Q: 3 clusters Score -4936021 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -4936631.500000 Penalty: 3482.763184
	Iteration 3Q: 3 clusters Score -4936632 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -4937266.500000 Penalty: 3482.763184
	Iteration 4Q: 3 clusters Score -4937266 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -4937974.500000 Penalty: 3482.763184
	Iteration 5Q: 3 clusters Score -4937974 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -4938721.500000 Penalty: 3482.763184
	Iteration 6Q: 3 clusters Score -4938722 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -4939526.000000 Penalty: 3482.763184
	Iteration 7Q: 3 clusters Score -4939526 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -4940478.000000 Penalty: 3482.763184
	Iteration 8Q: 3 clusters Score -4940478 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -4941545.000000 Penalty: 3482.763184
	Iteration 9Q: 3 clusters Score -4941545 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -4942848.500000 Penalty: 3482.763184
	Iteration 10F: 3 clusters Score -4942848 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -4944228.000000 Penalty: 3482.763184
	Iteration 11F: 3 clusters Score -4944228 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -4945382.000000 Penalty: 3482.763184
	Iteration 12Q: 3 clusters Score -4945382 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -4946077.000000 Penalty: 3482.763184
	Iteration 13Q: 3 clusters Score -4946077 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -4946471.000000 Penalty: 3482.763184
	Iteration 14Q: 3 clusters Score -4946471 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27159 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -4946681.500000 Penalty: 3482.763184
	Iteration 15Q: 3 clusters Score -4946682 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -4946799.500000 Penalty: 3482.763184
	Iteration 16Q: 3 clusters Score -4946800 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -4946919.000000 Penalty: 3482.763184
	Iteration 17Q: 3 clusters Score -4946919 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -4947024.000000 Penalty: 3482.763184
	Iteration 18Q: 3 clusters Score -4947024 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -4947107.500000 Penalty: 3482.763184
	Iteration 19Q: 3 clusters Score -4947108 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28697 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -4947189.500000 Penalty: 3482.763184
	Iteration 20F: 3 clusters Score -4947190 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -4947277.000000 Penalty: 3482.763184
	Iteration 21Q: 3 clusters Score -4947277 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29370 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -4947395.000000 Penalty: 3482.763184
	Iteration 22Q: 3 clusters Score -4947395 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29756 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -4947517.500000 Penalty: 3482.763184
	Iteration 23Q: 3 clusters Score -4947518 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -4947653.500000 Penalty: 3482.763184
	Iteration 24Q: 3 clusters Score -4947654 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -4947781.000000 Penalty: 3482.763184
	Iteration 25Q: 3 clusters Score -4947781 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -4947934.000000 Penalty: 3482.763184
	Iteration 26Q: 3 clusters Score -4947934 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31646 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -4948038.500000 Penalty: 3482.763184
	Iteration 27Q: 3 clusters Score -4948038 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -4948199.000000 Penalty: 3482.763184
	Iteration 28Q: 3 clusters Score -4948199 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32615 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -4948347.000000 Penalty: 3482.763184
	Iteration 29Q: 3 clusters Score -4948347 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33070 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -4948458.500000 Penalty: 3482.763184
	Iteration 30Q: 3 clusters Score -4948458 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33570 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -4948591.500000 Penalty: 3482.763184
	Iteration 31Q: 3 clusters Score -4948592 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34085 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -4948754.000000 Penalty: 3482.763184
	Iteration 32Q: 3 clusters Score -4948754 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -4948873.500000 Penalty: 3482.763184
	Iteration 33Q: 3 clusters Score -4948874 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -4949009.000000 Penalty: 3482.763184
	Iteration 34Q: 3 clusters Score -4949009 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35675 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -4949166.000000 Penalty: 3482.763184
	Iteration 35Q: 3 clusters Score -4949166 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36216 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -4949354.500000 Penalty: 3482.763184
	Iteration 36Q: 3 clusters Score -4949354 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36769 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -4949561.000000 Penalty: 3482.763184
	Iteration 37Q: 3 clusters Score -4949561 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37311 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -4949726.000000 Penalty: 3482.763184
	Iteration 38Q: 3 clusters Score -4949726 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37862 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -4949911.000000 Penalty: 3482.763184
	Iteration 39Q: 3 clusters Score -4949911 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38386 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -4950089.000000 Penalty: 3482.763184
	Iteration 40F: 3 clusters Score -4950089 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38890 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -4950250.500000 Penalty: 3482.763184
	Iteration 41Q: 3 clusters Score -4950250 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39426 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -4950444.500000 Penalty: 3482.763184
	Iteration 42Q: 3 clusters Score -4950444 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39980 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -4950633.000000 Penalty: 3482.763184
	Iteration 43Q: 3 clusters Score -4950633 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -4950824.000000 Penalty: 3482.763184
	Iteration 44Q: 3 clusters Score -4950824 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40947 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -4951011.000000 Penalty: 3482.763184
	Iteration 45Q: 3 clusters Score -4951011 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41367 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -4951190.000000 Penalty: 3482.763184
	Iteration 46Q: 3 clusters Score -4951190 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41754 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -4951345.500000 Penalty: 3482.763184
	Iteration 47Q: 3 clusters Score -4951346 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42109 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -4951485.000000 Penalty: 3482.763184
	Iteration 48Q: 3 clusters Score -4951485 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42457 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -4951636.000000 Penalty: 3482.763184
	Iteration 49Q: 3 clusters Score -4951636 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42771 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -4951778.500000 Penalty: 3482.763184
	Iteration 50Q: 3 clusters Score -4951778 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43048 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -4951902.000000 Penalty: 3482.763184
	Iteration 51Q: 3 clusters Score -4951902 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43286 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -4952018.500000 Penalty: 3482.763184
	Iteration 52Q: 3 clusters Score -4952018 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43488 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -4952107.500000 Penalty: 3482.763184
	Iteration 53Q: 3 clusters Score -4952108 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43645 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -4952200.500000 Penalty: 3482.763184
	Iteration 54Q: 3 clusters Score -4952200 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43775 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -4952257.000000 Penalty: 3482.763184
	Iteration 55Q: 3 clusters Score -4952257 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43866 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -4952289.000000 Penalty: 3482.763184
	Iteration 56Q: 3 clusters Score -4952289 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43940 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -4952321.500000 Penalty: 3482.763184
	Iteration 57Q: 3 clusters Score -4952322 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44007 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -4952370.000000 Penalty: 3482.763184
	Iteration 58Q: 3 clusters Score -4952370 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44055 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -4952391.000000 Penalty: 3482.763184
	Iteration 59Q: 3 clusters Score -4952391 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44101 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -4952415.000000 Penalty: 3482.763184
	Iteration 60F: 3 clusters Score -4952415 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44133 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -4952432.000000 Penalty: 3482.763184
	Iteration 61Q: 3 clusters Score -4952432 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44155 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -4952449.000000 Penalty: 3482.763184
	Iteration 62Q: 3 clusters Score -4952449 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44174 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -4952451.500000 Penalty: 3482.763184
	Iteration 63Q: 3 clusters Score -4952452 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44201 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -4952472.500000 Penalty: 3482.763184
	Iteration 64Q: 3 clusters Score -4952472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44221 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -4952476.500000 Penalty: 3482.763184
	Iteration 65Q: 3 clusters Score -4952476 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44240 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4952484.500000 Penalty: 3482.763184
	Iteration 66Q: 3 clusters Score -4952484 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44263 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -4952487.500000 Penalty: 3482.763184
	Iteration 67Q: 3 clusters Score -4952488 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44286 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -4952500.500000 Penalty: 3482.763184
	Iteration 68Q: 3 clusters Score -4952500 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44308 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4952513.000000 Penalty: 3482.763184
	Iteration 69Q: 3 clusters Score -4952513 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44317 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -4952512.000000 Penalty: 3482.763184
	Iteration 70Q: 3 clusters Score -4952512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44326 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4952510.000000 Penalty: 3482.763184
	Iteration 71Q: 3 clusters Score -4952510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44335 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -4952509.500000 Penalty: 3482.763184
	Iteration 72Q: 3 clusters Score -4952510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44340 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4952512.000000 Penalty: 3482.763184
	Iteration 73Q: 3 clusters Score -4952512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44345 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4952521.000000 Penalty: 3482.763184
	Iteration 74Q: 3 clusters Score -4952521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44352 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -4952524.000000 Penalty: 3482.763184
	Iteration 75Q: 3 clusters Score -4952524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44357 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4952522.000000 Penalty: 3482.763184
	Iteration 76Q: 3 clusters Score -4952522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44362 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -4952527.500000 Penalty: 3482.763184
	Iteration 77Q: 3 clusters Score -4952528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44366 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -4952526.500000 Penalty: 3482.763184
	Iteration 78Q: 3 clusters Score -4952526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44373 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4952532.500000 Penalty: 3482.763184
	Iteration 79Q: 3 clusters Score -4952532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44376 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4952531.500000 Penalty: 3482.763184
	Iteration 80F: 3 clusters Score -4952532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44382 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -4952531.000000 Penalty: 3482.763184
	Iteration 81Q: 3 clusters Score -4952531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44388 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4952533.000000 Penalty: 3482.763184
	Iteration 82Q: 3 clusters Score -4952533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44392 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -4952530.000000 Penalty: 3482.763184
	Iteration 83Q: 3 clusters Score -4952530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44395 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -4952531.500000 Penalty: 3482.763184
	Iteration 84Q: 3 clusters Score -4952532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44396 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4952531.500000 Penalty: 3482.763184
	Iteration 85Q: 3 clusters Score -4952532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44399 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -4952535.500000 Penalty: 3482.763184
	Iteration 86Q: 3 clusters Score -4952536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44400 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4952542.000000 Penalty: 3482.763184
	Iteration 87Q: 3 clusters Score -4952542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44402 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4952538.500000 Penalty: 3482.763184
	Iteration 88Q: 3 clusters Score -4952538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44403 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4952542.000000 Penalty: 3482.763184
	Iteration 89Q: 3 clusters Score -4952542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44404 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4952543.500000 Penalty: 3482.763184
	Iteration 90Q: 3 clusters Score -4952544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44403 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4952545.500000 Penalty: 3482.763184
	Iteration 91Q: 3 clusters Score -4952546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44403 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4952545.500000 Penalty: 3482.763184
	Iteration 92F: 3 clusters Score -4952546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Entering Unmasked Estep 
Score: -401821.906250 Penalty: 1319.933594
	Iteration 0F: 2 clusters Score -401821.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -398847.812500 Penalty: 2639.867188
	Iteration 0F: 3 clusters Score -398847.8 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -399523.656250 Penalty: 2639.867188
	Iteration 1F: 3 clusters Score -399523.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -399649.156250 Penalty: 2639.867188
	Iteration 2F: 3 clusters Score -399649.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -399723.406250 Penalty: 2639.867188
	Iteration 3Q: 3 clusters Score -399723.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -399769.593750 Penalty: 2639.867188
	Iteration 4Q: 3 clusters Score -399769.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -399805.375000 Penalty: 2639.867188
	Iteration 5Q: 3 clusters Score -399805.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -399835.500000 Penalty: 2639.867188
	Iteration 6Q: 3 clusters Score -399835.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -399864.656250 Penalty: 2639.867188
	Iteration 7Q: 3 clusters Score -399864.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -399887.812500 Penalty: 2639.867188
	Iteration 8Q: 3 clusters Score -399887.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -399912.781250 Penalty: 2639.867188
	Iteration 9Q: 3 clusters Score -399912.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -399936.468750 Penalty: 2639.867188
	Iteration 10Q: 3 clusters Score -399936.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -399954.656250 Penalty: 2639.867188
	Iteration 11Q: 3 clusters Score -399954.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -399971.843750 Penalty: 2639.867188
	Iteration 12Q: 3 clusters Score -399971.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -399992.718750 Penalty: 2639.867188
	Iteration 13Q: 3 clusters Score -399992.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -400023.531250 Penalty: 2639.867188
	Iteration 14Q: 3 clusters Score -400023.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -400057.750000 Penalty: 2639.867188
	Iteration 15Q: 3 clusters Score -400057.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -400089.562500 Penalty: 2639.867188
	Iteration 16Q: 3 clusters Score -400089.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -400123.343750 Penalty: 2639.867188
	Iteration 17Q: 3 clusters Score -400123.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -400155.625000 Penalty: 2639.867188
	Iteration 18Q: 3 clusters Score -400155.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -400187.406250 Penalty: 2639.867188
	Iteration 19Q: 3 clusters Score -400187.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -400220.406250 Penalty: 2639.867188
	Iteration 20F: 3 clusters Score -400220.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -400252.093750 Penalty: 2639.867188
	Iteration 21Q: 3 clusters Score -400252.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -400276.437500 Penalty: 2639.867188
	Iteration 22Q: 3 clusters Score -400276.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -400301.187500 Penalty: 2639.867188
	Iteration 23Q: 3 clusters Score -400301.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -400329.375000 Penalty: 2639.867188
	Iteration 24Q: 3 clusters Score -400329.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -400367.500000 Penalty: 2639.867188
	Iteration 25Q: 3 clusters Score -400367.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -400403.000000 Penalty: 2639.867188
	Iteration 26Q: 3 clusters Score -400403 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -400439.218750 Penalty: 2639.867188
	Iteration 27Q: 3 clusters Score -400439.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -400474.375000 Penalty: 2639.867188
	Iteration 28Q: 3 clusters Score -400474.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -400505.187500 Penalty: 2639.867188
	Iteration 29Q: 3 clusters Score -400505.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -400529.531250 Penalty: 2639.867188
	Iteration 30Q: 3 clusters Score -400529.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -400547.218750 Penalty: 2639.867188
	Iteration 31Q: 3 clusters Score -400547.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -400565.593750 Penalty: 2639.867188
	Iteration 32Q: 3 clusters Score -400565.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -400580.593750 Penalty: 2639.867188
	Iteration 33Q: 3 clusters Score -400580.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -400596.406250 Penalty: 2639.867188
	Iteration 34Q: 3 clusters Score -400596.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -400610.125000 Penalty: 2639.867188
	Iteration 35Q: 3 clusters Score -400610.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -400631.218750 Penalty: 2639.867188
	Iteration 36Q: 3 clusters Score -400631.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -400650.156250 Penalty: 2639.867188
	Iteration 37Q: 3 clusters Score -400650.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -400669.312500 Penalty: 2639.867188
	Iteration 38Q: 3 clusters Score -400669.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -400683.843750 Penalty: 2639.867188
	Iteration 39Q: 3 clusters Score -400683.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -400694.156250 Penalty: 2639.867188
	Iteration 40F: 3 clusters Score -400694.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -400703.468750 Penalty: 2639.867188
	Iteration 41Q: 3 clusters Score -400703.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -400706.625000 Penalty: 2639.867188
	Iteration 42Q: 3 clusters Score -400706.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -400706.687500 Penalty: 2639.867188
	Iteration 43Q: 3 clusters Score -400706.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -400706.687500 Penalty: 2639.867188
	Iteration 44F: 3 clusters Score -400706.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Entering Unmasked Estep 
Score: -1185966.000000 Penalty: 1517.028931
	Iteration 0F: 2 clusters Score -1185966 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 5762 members 
Entering Unmasked Estep 
Score: -1177895.375000 Penalty: 3034.057861
	Iteration 0F: 3 clusters Score -1177895 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1180705.250000 Penalty: 3034.057861
	Iteration 1F: 3 clusters Score -1180705 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1181165.250000 Penalty: 3034.057861
	Iteration 2F: 3 clusters Score -1181165 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1181696.250000 Penalty: 3034.057861
	Iteration 3F: 3 clusters Score -1181696 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1182273.125000 Penalty: 3034.057861
	Iteration 4F: 3 clusters Score -1182273 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1182828.625000 Penalty: 3034.057861
	Iteration 5F: 3 clusters Score -1182829 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1183288.875000 Penalty: 3034.057861
	Iteration 6F: 3 clusters Score -1183289 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1183661.500000 Penalty: 3034.057861
	Iteration 7Q: 3 clusters Score -1183662 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1183960.375000 Penalty: 3034.057861
	Iteration 8Q: 3 clusters Score -1183960 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1184176.125000 Penalty: 3034.057861
	Iteration 9Q: 3 clusters Score -1184176 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1184305.250000 Penalty: 3034.057861
	Iteration 10Q: 3 clusters Score -1184305 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1184427.625000 Penalty: 3034.057861
	Iteration 11Q: 3 clusters Score -1184428 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1184543.750000 Penalty: 3034.057861
	Iteration 12Q: 3 clusters Score -1184544 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1184629.375000 Penalty: 3034.057861
	Iteration 13Q: 3 clusters Score -1184629 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1184687.250000 Penalty: 3034.057861
	Iteration 14Q: 3 clusters Score -1184687 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1184731.125000 Penalty: 3034.057861
	Iteration 15Q: 3 clusters Score -1184731 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1184764.125000 Penalty: 3034.057861
	Iteration 16Q: 3 clusters Score -1184764 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1184789.000000 Penalty: 3034.057861
	Iteration 17Q: 3 clusters Score -1184789 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1184820.750000 Penalty: 3034.057861
	Iteration 18Q: 3 clusters Score -1184821 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1184840.125000 Penalty: 3034.057861
	Iteration 19Q: 3 clusters Score -1184840 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1184858.250000 Penalty: 3034.057861
	Iteration 20F: 3 clusters Score -1184858 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1184875.250000 Penalty: 3034.057861
	Iteration 21Q: 3 clusters Score -1184875 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1184888.875000 Penalty: 3034.057861
	Iteration 22Q: 3 clusters Score -1184889 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1184895.125000 Penalty: 3034.057861
	Iteration 23Q: 3 clusters Score -1184895 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1184903.750000 Penalty: 3034.057861
	Iteration 24Q: 3 clusters Score -1184904 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1184913.625000 Penalty: 3034.057861
	Iteration 25Q: 3 clusters Score -1184914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1184919.250000 Penalty: 3034.057861
	Iteration 26Q: 3 clusters Score -1184919 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1184923.125000 Penalty: 3034.057861
	Iteration 27Q: 3 clusters Score -1184923 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1184927.250000 Penalty: 3034.057861
	Iteration 28Q: 3 clusters Score -1184927 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1184933.500000 Penalty: 3034.057861
	Iteration 29Q: 3 clusters Score -1184934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1184940.500000 Penalty: 3034.057861
	Iteration 30Q: 3 clusters Score -1184940 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1184952.750000 Penalty: 3034.057861
	Iteration 31Q: 3 clusters Score -1184953 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1184955.375000 Penalty: 3034.057861
	Iteration 32Q: 3 clusters Score -1184955 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1184966.875000 Penalty: 3034.057861
	Iteration 33Q: 3 clusters Score -1184967 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1184978.000000 Penalty: 3034.057861
	Iteration 34Q: 3 clusters Score -1184978 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1184998.250000 Penalty: 3034.057861
	Iteration 35Q: 3 clusters Score -1184998 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1185008.500000 Penalty: 3034.057861
	Iteration 36Q: 3 clusters Score -1185008 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1185021.500000 Penalty: 3034.057861
	Iteration 37Q: 3 clusters Score -1185022 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1185030.875000 Penalty: 3034.057861
	Iteration 38Q: 3 clusters Score -1185031 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1185044.625000 Penalty: 3034.057861
	Iteration 39Q: 3 clusters Score -1185045 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1185057.125000 Penalty: 3034.057861
	Iteration 40F: 3 clusters Score -1185057 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1185062.000000 Penalty: 3034.057861
	Iteration 41Q: 3 clusters Score -1185062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1185067.375000 Penalty: 3034.057861
	Iteration 42Q: 3 clusters Score -1185067 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1185070.375000 Penalty: 3034.057861
	Iteration 43Q: 3 clusters Score -1185070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1185073.750000 Penalty: 3034.057861
	Iteration 44Q: 3 clusters Score -1185074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1185077.625000 Penalty: 3034.057861
	Iteration 45Q: 3 clusters Score -1185078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1185082.625000 Penalty: 3034.057861
	Iteration 46Q: 3 clusters Score -1185083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1185085.625000 Penalty: 3034.057861
	Iteration 47Q: 3 clusters Score -1185086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1185086.875000 Penalty: 3034.057861
	Iteration 48Q: 3 clusters Score -1185087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1185088.250000 Penalty: 3034.057861
	Iteration 49Q: 3 clusters Score -1185088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1185089.750000 Penalty: 3034.057861
	Iteration 50Q: 3 clusters Score -1185090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1185089.500000 Penalty: 3034.057861
	Iteration 51Q: 3 clusters Score -1185090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1185091.125000 Penalty: 3034.057861
	Iteration 52Q: 3 clusters Score -1185091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1185090.250000 Penalty: 3034.057861
	Iteration 53Q: 3 clusters Score -1185090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1185093.250000 Penalty: 3034.057861
	Iteration 54Q: 3 clusters Score -1185093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1185096.375000 Penalty: 3034.057861
	Iteration 55Q: 3 clusters Score -1185096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1185097.125000 Penalty: 3034.057861
	Iteration 56Q: 3 clusters Score -1185097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1185097.125000 Penalty: 3034.057861
	Iteration 57F: 3 clusters Score -1185097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (104606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104606 members 
Entering Unmasked Estep 
Score: -12410841.000000 Penalty: 1878.167847
	Iteration 0F: 2 clusters Score -1.241084e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52561 members 
Mstep: Class 2 contains 52045 members 
Entering Unmasked Estep 
Score: -12345649.000000 Penalty: 3756.335693
	Iteration 0F: 3 clusters Score -1.234565e+07 nChanged 50163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55896 members 
Mstep: Class 2 contains 48710 members 
Entering Unmasked Estep 
Score: -12375490.000000 Penalty: 3756.335693
	Iteration 1F: 3 clusters Score -1.237549e+07 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57996 members 
Mstep: Class 2 contains 46610 members 
Entering Unmasked Estep 
Score: -12376949.000000 Penalty: 3756.335693
	Iteration 2Q: 3 clusters Score -1.237695e+07 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61178 members 
Mstep: Class 2 contains 43428 members 
Entering Unmasked Estep 
Score: -12379399.000000 Penalty: 3756.335693
	Iteration 3Q: 3 clusters Score -1.23794e+07 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65557 members 
Mstep: Class 2 contains 39049 members 
Entering Unmasked Estep 
Score: -12383288.000000 Penalty: 3756.335693
	Iteration 4F: 3 clusters Score -1.238329e+07 nChanged 7145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70888 members 
Mstep: Class 2 contains 33718 members 
Entering Unmasked Estep 
Score: -12388856.000000 Penalty: 3756.335693
	Iteration 5F: 3 clusters Score -1.238886e+07 nChanged 7447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76287 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -12395483.000000 Penalty: 3756.335693
	Iteration 6F: 3 clusters Score -1.239548e+07 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80189 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -12401171.000000 Penalty: 3756.335693
	Iteration 7F: 3 clusters Score -1.240117e+07 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82486 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -12404539.000000 Penalty: 3756.335693
	Iteration 8Q: 3 clusters Score -1.240454e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83929 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -12406366.000000 Penalty: 3756.335693
	Iteration 9Q: 3 clusters Score -1.240637e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84922 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -12407545.000000 Penalty: 3756.335693
	Iteration 10Q: 3 clusters Score -1.240754e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85685 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -12408440.000000 Penalty: 3756.335693
	Iteration 11Q: 3 clusters Score -1.240844e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86236 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -12409180.000000 Penalty: 3756.335693
	Iteration 12Q: 3 clusters Score -1.240918e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86598 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -12409771.000000 Penalty: 3756.335693
	Iteration 13Q: 3 clusters Score -1.240977e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86881 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -12410142.000000 Penalty: 3756.335693
	Iteration 14Q: 3 clusters Score -1.241014e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87114 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -12410403.000000 Penalty: 3756.335693
	Iteration 15Q: 3 clusters Score -1.24104e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87306 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -12410594.000000 Penalty: 3756.335693
	Iteration 16Q: 3 clusters Score -1.241059e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87503 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -12410701.000000 Penalty: 3756.335693
	Iteration 17Q: 3 clusters Score -1.24107e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87686 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -12410731.000000 Penalty: 3756.335693
	Iteration 18Q: 3 clusters Score -1.241073e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87862 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -12410762.000000 Penalty: 3756.335693
	Iteration 19Q: 3 clusters Score -1.241076e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88019 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -12410760.000000 Penalty: 3756.335693
	Iteration 20F: 3 clusters Score -1.241076e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88112 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -12410791.000000 Penalty: 3756.335693
	Iteration 21Q: 3 clusters Score -1.241079e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88184 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -12410788.000000 Penalty: 3756.335693
	Iteration 22Q: 3 clusters Score -1.241079e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88263 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -12410803.000000 Penalty: 3756.335693
	Iteration 23Q: 3 clusters Score -1.24108e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88344 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -12410807.000000 Penalty: 3756.335693
	Iteration 24Q: 3 clusters Score -1.241081e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88416 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -12410837.000000 Penalty: 3756.335693
	Iteration 25Q: 3 clusters Score -1.241084e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88493 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -12410874.000000 Penalty: 3756.335693
	Iteration 26Q: 3 clusters Score -1.241087e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88572 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -12410904.000000 Penalty: 3756.335693
	Iteration 27Q: 3 clusters Score -1.24109e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88636 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -12410934.000000 Penalty: 3756.335693
	Iteration 28Q: 3 clusters Score -1.241093e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88701 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -12410973.000000 Penalty: 3756.335693
	Iteration 29Q: 3 clusters Score -1.241097e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88748 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -12410970.000000 Penalty: 3756.335693
	Iteration 30Q: 3 clusters Score -1.241097e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88796 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -12410981.000000 Penalty: 3756.335693
	Iteration 31Q: 3 clusters Score -1.241098e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88840 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -12410999.000000 Penalty: 3756.335693
	Iteration 32Q: 3 clusters Score -1.2411e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88882 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -12410992.000000 Penalty: 3756.335693
	Iteration 33Q: 3 clusters Score -1.241099e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88921 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -12411018.000000 Penalty: 3756.335693
	Iteration 34Q: 3 clusters Score -1.241102e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88958 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -12411046.000000 Penalty: 3756.335693
	Iteration 35Q: 3 clusters Score -1.241105e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88991 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -12411040.000000 Penalty: 3756.335693
	Iteration 36Q: 3 clusters Score -1.241104e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89020 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -12411055.000000 Penalty: 3756.335693
	Iteration 37Q: 3 clusters Score -1.241106e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89055 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -12411035.000000 Penalty: 3756.335693
	Iteration 38Q: 3 clusters Score -1.241104e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89089 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -12411039.000000 Penalty: 3756.335693
	Iteration 39Q: 3 clusters Score -1.241104e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89125 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -12411055.000000 Penalty: 3756.335693
	Iteration 40F: 3 clusters Score -1.241106e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89166 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -12411057.000000 Penalty: 3756.335693
	Iteration 41Q: 3 clusters Score -1.241106e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89197 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -12411043.000000 Penalty: 3756.335693
	Iteration 42Q: 3 clusters Score -1.241104e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89220 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -12411050.000000 Penalty: 3756.335693
	Iteration 43Q: 3 clusters Score -1.241105e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89238 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -12411049.000000 Penalty: 3756.335693
	Iteration 44Q: 3 clusters Score -1.241105e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89264 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -12411054.000000 Penalty: 3756.335693
	Iteration 45Q: 3 clusters Score -1.241105e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89290 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -12411058.000000 Penalty: 3756.335693
	Iteration 46Q: 3 clusters Score -1.241106e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89306 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -12411053.000000 Penalty: 3756.335693
	Iteration 47Q: 3 clusters Score -1.241105e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89315 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -12411052.000000 Penalty: 3756.335693
	Iteration 48Q: 3 clusters Score -1.241105e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89327 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -12411042.000000 Penalty: 3756.335693
	Iteration 49Q: 3 clusters Score -1.241104e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89338 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -12411030.000000 Penalty: 3756.335693
	Iteration 50Q: 3 clusters Score -1.241103e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89344 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -12411045.000000 Penalty: 3756.335693
	Iteration 51Q: 3 clusters Score -1.241104e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89349 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -12411034.000000 Penalty: 3756.335693
	Iteration 52Q: 3 clusters Score -1.241103e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89352 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -12411033.000000 Penalty: 3756.335693
	Iteration 53Q: 3 clusters Score -1.241103e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89356 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -12411039.000000 Penalty: 3756.335693
	Iteration 54Q: 3 clusters Score -1.241104e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89360 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -12411035.000000 Penalty: 3756.335693
	Iteration 55Q: 3 clusters Score -1.241104e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89363 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -12411035.000000 Penalty: 3756.335693
	Iteration 56Q: 3 clusters Score -1.241104e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89369 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -12411028.000000 Penalty: 3756.335693
	Iteration 57Q: 3 clusters Score -1.241103e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89375 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -12411037.000000 Penalty: 3756.335693
	Iteration 58Q: 3 clusters Score -1.241104e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89385 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -12411039.000000 Penalty: 3756.335693
	Iteration 59Q: 3 clusters Score -1.241104e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89395 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -12411032.000000 Penalty: 3756.335693
	Iteration 60F: 3 clusters Score -1.241103e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89403 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -12411035.000000 Penalty: 3756.335693
	Iteration 61Q: 3 clusters Score -1.241104e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89406 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -12411034.000000 Penalty: 3756.335693
	Iteration 62Q: 3 clusters Score -1.241103e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89406 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -12411034.000000 Penalty: 3756.335693
	Iteration 63F: 3 clusters Score -1.241103e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 89173 members 
Mstep: Class 2 contains 45080 members 
Mstep: Class 3 contains 3370 members 
Mstep: Class 4 contains 11334 members 
Mstep: Class 5 contains 89406 members 
Mstep: Class 6 contains 43539 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 96786 members 
Mstep: Class 9 contains 197417 members 
Mstep: Class 10 contains 33481 members 
Mstep: Class 11 contains 11020 members 
Mstep: Class 12 contains 9677 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 639 members 
Mstep: Class 15 contains 15200 members 
Mstep: Class 16 contains 18501 members 
Mstep: Class 17 contains 15898 members 
Mstep: Class 18 contains 12913 members 
Mstep: Class 19 contains 104874 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1461 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 57787 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 74444 members 
Mstep: Class 29 contains 81189 members 
Mstep: Class 30 contains 77584 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 90615 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3798 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 29568 members 
Mstep: Class 37 contains 115729 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 8586 members 
Mstep: Class 41 contains 28032 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 96194 members 
Mstep: Class 44 contains 101559 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 9639 members 
Mstep: Class 50 contains 81673 members 
Mstep: Class 51 contains 51464 members 
Mstep: Class 52 contains 768 members 
Entering Unmasked Estep 
Score: -194717184.000000 Penalty: 119004.437500
Splitting cluster 5 changes total score from -194720160.000000 to -194717184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (43539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43539 members 
Entering Unmasked Estep 
Score: -4970350.500000 Penalty: 1735.729614
	Iteration 0F: 2 clusters Score -4970350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -4941008.000000 Penalty: 3471.459229
	Iteration 0F: 3 clusters Score -4941008 nChanged 20455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -4952700.000000 Penalty: 3471.459229
	Iteration 1F: 3 clusters Score -4952700 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -4953499.500000 Penalty: 3471.459229
	Iteration 2Q: 3 clusters Score -4953500 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -4954592.500000 Penalty: 3471.459229
	Iteration 3F: 3 clusters Score -4954592 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -4956083.500000 Penalty: 3471.459229
	Iteration 4F: 3 clusters Score -4956084 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -4957830.000000 Penalty: 3471.459229
	Iteration 5F: 3 clusters Score -4957830 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -4959595.500000 Penalty: 3471.459229
	Iteration 6F: 3 clusters Score -4959596 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28026 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -4961264.000000 Penalty: 3471.459229
	Iteration 7F: 3 clusters Score -4961264 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -4962619.000000 Penalty: 3471.459229
	Iteration 8F: 3 clusters Score -4962619 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29857 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -4963659.500000 Penalty: 3471.459229
	Iteration 9Q: 3 clusters Score -4963660 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -4964535.500000 Penalty: 3471.459229
	Iteration 10Q: 3 clusters Score -4964536 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -4965221.500000 Penalty: 3471.459229
	Iteration 11Q: 3 clusters Score -4965222 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31934 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -4965647.500000 Penalty: 3471.459229
	Iteration 12Q: 3 clusters Score -4965648 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32578 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -4966007.000000 Penalty: 3471.459229
	Iteration 13Q: 3 clusters Score -4966007 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33196 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -4966297.000000 Penalty: 3471.459229
	Iteration 14Q: 3 clusters Score -4966297 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33773 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -4966528.500000 Penalty: 3471.459229
	Iteration 15Q: 3 clusters Score -4966528 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34278 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -4966674.500000 Penalty: 3471.459229
	Iteration 16Q: 3 clusters Score -4966674 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -4966884.500000 Penalty: 3471.459229
	Iteration 17Q: 3 clusters Score -4966884 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -4967039.000000 Penalty: 3471.459229
	Iteration 18Q: 3 clusters Score -4967039 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35631 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -4967165.500000 Penalty: 3471.459229
	Iteration 19Q: 3 clusters Score -4967166 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36047 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -4967317.000000 Penalty: 3471.459229
	Iteration 20F: 3 clusters Score -4967317 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36412 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -4967441.000000 Penalty: 3471.459229
	Iteration 21Q: 3 clusters Score -4967441 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36752 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -4967550.500000 Penalty: 3471.459229
	Iteration 22Q: 3 clusters Score -4967550 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37103 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -4967645.500000 Penalty: 3471.459229
	Iteration 23Q: 3 clusters Score -4967646 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37416 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -4967736.000000 Penalty: 3471.459229
	Iteration 24Q: 3 clusters Score -4967736 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -4967858.000000 Penalty: 3471.459229
	Iteration 25Q: 3 clusters Score -4967858 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37993 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -4967927.000000 Penalty: 3471.459229
	Iteration 26Q: 3 clusters Score -4967927 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38236 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -4967990.000000 Penalty: 3471.459229
	Iteration 27Q: 3 clusters Score -4967990 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38437 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -4968043.500000 Penalty: 3471.459229
	Iteration 28Q: 3 clusters Score -4968044 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38612 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -4968085.500000 Penalty: 3471.459229
	Iteration 29Q: 3 clusters Score -4968086 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38756 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -4968103.000000 Penalty: 3471.459229
	Iteration 30Q: 3 clusters Score -4968103 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38903 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -4968141.500000 Penalty: 3471.459229
	Iteration 31Q: 3 clusters Score -4968142 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39036 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -4968172.000000 Penalty: 3471.459229
	Iteration 32Q: 3 clusters Score -4968172 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39178 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -4968211.000000 Penalty: 3471.459229
	Iteration 33Q: 3 clusters Score -4968211 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39305 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -4968239.500000 Penalty: 3471.459229
	Iteration 34Q: 3 clusters Score -4968240 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39429 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -4968259.500000 Penalty: 3471.459229
	Iteration 35Q: 3 clusters Score -4968260 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39545 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -4968294.500000 Penalty: 3471.459229
	Iteration 36Q: 3 clusters Score -4968294 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39659 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -4968338.500000 Penalty: 3471.459229
	Iteration 37Q: 3 clusters Score -4968338 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39770 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -4968366.500000 Penalty: 3471.459229
	Iteration 38Q: 3 clusters Score -4968366 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39874 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -4968393.500000 Penalty: 3471.459229
	Iteration 39Q: 3 clusters Score -4968394 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -4968412.500000 Penalty: 3471.459229
	Iteration 40F: 3 clusters Score -4968412 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40100 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -4968440.500000 Penalty: 3471.459229
	Iteration 41Q: 3 clusters Score -4968440 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40210 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -4968464.500000 Penalty: 3471.459229
	Iteration 42Q: 3 clusters Score -4968464 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40295 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -4968476.500000 Penalty: 3471.459229
	Iteration 43Q: 3 clusters Score -4968476 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40362 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -4968495.000000 Penalty: 3471.459229
	Iteration 44Q: 3 clusters Score -4968495 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40414 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -4968505.500000 Penalty: 3471.459229
	Iteration 45Q: 3 clusters Score -4968506 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40454 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -4968519.000000 Penalty: 3471.459229
	Iteration 46Q: 3 clusters Score -4968519 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40494 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -4968521.000000 Penalty: 3471.459229
	Iteration 47Q: 3 clusters Score -4968521 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40531 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -4968538.000000 Penalty: 3471.459229
	Iteration 48Q: 3 clusters Score -4968538 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40565 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -4968545.500000 Penalty: 3471.459229
	Iteration 49Q: 3 clusters Score -4968546 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40605 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -4968557.500000 Penalty: 3471.459229
	Iteration 50Q: 3 clusters Score -4968558 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -4968562.000000 Penalty: 3471.459229
	Iteration 51Q: 3 clusters Score -4968562 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40695 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -4968581.500000 Penalty: 3471.459229
	Iteration 52Q: 3 clusters Score -4968582 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40740 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -4968585.000000 Penalty: 3471.459229
	Iteration 53Q: 3 clusters Score -4968585 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40787 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -4968598.500000 Penalty: 3471.459229
	Iteration 54Q: 3 clusters Score -4968598 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40831 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -4968601.000000 Penalty: 3471.459229
	Iteration 55Q: 3 clusters Score -4968601 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40866 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -4968596.000000 Penalty: 3471.459229
	Iteration 56Q: 3 clusters Score -4968596 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40912 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -4968593.500000 Penalty: 3471.459229
	Iteration 57Q: 3 clusters Score -4968594 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40951 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -4968608.500000 Penalty: 3471.459229
	Iteration 58Q: 3 clusters Score -4968608 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40992 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -4968602.500000 Penalty: 3471.459229
	Iteration 59Q: 3 clusters Score -4968602 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41024 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -4968617.500000 Penalty: 3471.459229
	Iteration 60F: 3 clusters Score -4968618 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41060 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -4968611.000000 Penalty: 3471.459229
	Iteration 61Q: 3 clusters Score -4968611 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41093 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -4968619.000000 Penalty: 3471.459229
	Iteration 62Q: 3 clusters Score -4968619 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41126 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -4968629.000000 Penalty: 3471.459229
	Iteration 63Q: 3 clusters Score -4968629 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41160 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -4968628.500000 Penalty: 3471.459229
	Iteration 64Q: 3 clusters Score -4968628 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41198 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -4968636.500000 Penalty: 3471.459229
	Iteration 65Q: 3 clusters Score -4968636 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41232 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -4968638.500000 Penalty: 3471.459229
	Iteration 66Q: 3 clusters Score -4968638 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41262 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -4968642.500000 Penalty: 3471.459229
	Iteration 67Q: 3 clusters Score -4968642 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41287 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -4968652.000000 Penalty: 3471.459229
	Iteration 68Q: 3 clusters Score -4968652 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41324 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -4968655.500000 Penalty: 3471.459229
	Iteration 69Q: 3 clusters Score -4968656 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41366 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -4968652.500000 Penalty: 3471.459229
	Iteration 70Q: 3 clusters Score -4968652 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41401 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -4968665.500000 Penalty: 3471.459229
	Iteration 71Q: 3 clusters Score -4968666 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41432 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -4968677.500000 Penalty: 3471.459229
	Iteration 72Q: 3 clusters Score -4968678 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41457 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -4968677.000000 Penalty: 3471.459229
	Iteration 73Q: 3 clusters Score -4968677 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41483 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -4968681.500000 Penalty: 3471.459229
	Iteration 74Q: 3 clusters Score -4968682 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41504 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -4968691.500000 Penalty: 3471.459229
	Iteration 75Q: 3 clusters Score -4968692 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41528 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -4968703.000000 Penalty: 3471.459229
	Iteration 76Q: 3 clusters Score -4968703 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41551 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -4968703.500000 Penalty: 3471.459229
	Iteration 77Q: 3 clusters Score -4968704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41574 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -4968704.000000 Penalty: 3471.459229
	Iteration 78Q: 3 clusters Score -4968704 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41603 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -4968714.500000 Penalty: 3471.459229
	Iteration 79Q: 3 clusters Score -4968714 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41641 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -4968734.500000 Penalty: 3471.459229
	Iteration 80F: 3 clusters Score -4968734 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41666 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -4968736.000000 Penalty: 3471.459229
	Iteration 81Q: 3 clusters Score -4968736 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41696 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -4968751.000000 Penalty: 3471.459229
	Iteration 82Q: 3 clusters Score -4968751 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41735 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -4968773.500000 Penalty: 3471.459229
	Iteration 83Q: 3 clusters Score -4968774 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41781 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -4968781.000000 Penalty: 3471.459229
	Iteration 84Q: 3 clusters Score -4968781 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41820 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -4968787.500000 Penalty: 3471.459229
	Iteration 85Q: 3 clusters Score -4968788 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41867 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -4968791.500000 Penalty: 3471.459229
	Iteration 86Q: 3 clusters Score -4968792 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41902 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -4968807.500000 Penalty: 3471.459229
	Iteration 87Q: 3 clusters Score -4968808 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41944 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -4968814.000000 Penalty: 3471.459229
	Iteration 88Q: 3 clusters Score -4968814 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41992 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -4968830.000000 Penalty: 3471.459229
	Iteration 89Q: 3 clusters Score -4968830 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42024 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -4968854.000000 Penalty: 3471.459229
	Iteration 90Q: 3 clusters Score -4968854 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42049 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -4968850.500000 Penalty: 3471.459229
	Iteration 91Q: 3 clusters Score -4968850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42069 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -4968858.500000 Penalty: 3471.459229
	Iteration 92Q: 3 clusters Score -4968858 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42090 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -4968855.500000 Penalty: 3471.459229
	Iteration 93Q: 3 clusters Score -4968856 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42114 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -4968865.000000 Penalty: 3471.459229
	Iteration 94Q: 3 clusters Score -4968865 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42145 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -4968883.500000 Penalty: 3471.459229
	Iteration 95Q: 3 clusters Score -4968884 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42175 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -4968891.000000 Penalty: 3471.459229
	Iteration 96Q: 3 clusters Score -4968891 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42195 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -4968890.000000 Penalty: 3471.459229
	Iteration 97Q: 3 clusters Score -4968890 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42216 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4968892.500000 Penalty: 3471.459229
	Iteration 98Q: 3 clusters Score -4968892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42235 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -4968906.000000 Penalty: 3471.459229
	Iteration 99Q: 3 clusters Score -4968906 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42260 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4968921.500000 Penalty: 3471.459229
	Iteration 100F: 3 clusters Score -4968922 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42282 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -4968925.000000 Penalty: 3471.459229
	Iteration 101Q: 3 clusters Score -4968925 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42295 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -4968921.000000 Penalty: 3471.459229
	Iteration 102Q: 3 clusters Score -4968921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42304 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -4968929.500000 Penalty: 3471.459229
	Iteration 103Q: 3 clusters Score -4968930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42308 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -4968928.000000 Penalty: 3471.459229
	Iteration 104Q: 3 clusters Score -4968928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42313 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -4968933.500000 Penalty: 3471.459229
	Iteration 105Q: 3 clusters Score -4968934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42317 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -4968930.000000 Penalty: 3471.459229
	Iteration 106Q: 3 clusters Score -4968930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42319 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -4968931.000000 Penalty: 3471.459229
	Iteration 107Q: 3 clusters Score -4968931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42326 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -4968935.500000 Penalty: 3471.459229
	Iteration 108Q: 3 clusters Score -4968936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42331 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -4968934.000000 Penalty: 3471.459229
	Iteration 109Q: 3 clusters Score -4968934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42333 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -4968934.500000 Penalty: 3471.459229
	Iteration 110Q: 3 clusters Score -4968934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42335 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -4968933.500000 Penalty: 3471.459229
	Iteration 111Q: 3 clusters Score -4968934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42337 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -4968933.000000 Penalty: 3471.459229
	Iteration 112Q: 3 clusters Score -4968933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42337 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -4968933.000000 Penalty: 3471.459229
	Iteration 113F: 3 clusters Score -4968933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Entering Unmasked Estep 
Score: -33543.414062 Penalty: 993.832458
	Iteration 0F: 2 clusters Score -33543.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -32580.427734 Penalty: 1987.664917
	Iteration 0F: 3 clusters Score -32580.43 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -32910.382812 Penalty: 1987.664917
	Iteration 1F: 3 clusters Score -32910.38 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -33034.320312 Penalty: 1987.664917
	Iteration 2F: 3 clusters Score -33034.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -33128.269531 Penalty: 1987.664917
	Iteration 3F: 3 clusters Score -33128.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -33222.167969 Penalty: 1987.664917
	Iteration 4Q: 3 clusters Score -33222.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -33279.308594 Penalty: 1987.664917
	Iteration 5Q: 3 clusters Score -33279.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -33334.183594 Penalty: 1987.664917
	Iteration 6Q: 3 clusters Score -33334.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -33367.261719 Penalty: 1987.664917
	Iteration 7Q: 3 clusters Score -33367.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -33395.265625 Penalty: 1987.664917
	Iteration 8Q: 3 clusters Score -33395.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -33442.101562 Penalty: 1987.664917
	Iteration 9Q: 3 clusters Score -33442.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -33481.898438 Penalty: 1987.664917
	Iteration 10Q: 3 clusters Score -33481.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -33503.707031 Penalty: 1987.664917
	Iteration 11Q: 3 clusters Score -33503.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -33512.289062 Penalty: 1987.664917
	Iteration 12Q: 3 clusters Score -33512.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -33534.023438 Penalty: 1987.664917
	Iteration 13Q: 3 clusters Score -33534.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -33569.378906 Penalty: 1987.664917
	Iteration 14Q: 3 clusters Score -33569.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -33614.976562 Penalty: 1987.664917
	Iteration 15Q: 3 clusters Score -33614.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -33625.664062 Penalty: 1987.664917
	Iteration 16Q: 3 clusters Score -33625.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -33631.585938 Penalty: 1987.664917
	Iteration 17Q: 3 clusters Score -33631.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -33632.472656 Penalty: 1987.664917
	Iteration 18Q: 3 clusters Score -33632.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -33639.839844 Penalty: 1987.664917
	Iteration 19F: 3 clusters Score -33639.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -33677.988281 Penalty: 1987.664917
	Iteration 20F: 3 clusters Score -33677.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -33722.019531 Penalty: 1987.664917
	Iteration 21Q: 3 clusters Score -33722.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -33762.519531 Penalty: 1987.664917
	Iteration 22Q: 3 clusters Score -33762.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -33773.050781 Penalty: 1987.664917
	Iteration 23Q: 3 clusters Score -33773.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -33788.703125 Penalty: 1987.664917
	Iteration 24Q: 3 clusters Score -33788.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -33796.562500 Penalty: 1987.664917
	Iteration 25Q: 3 clusters Score -33796.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -33804.703125 Penalty: 1987.664917
	Iteration 26Q: 3 clusters Score -33804.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -33804.703125 Penalty: 1987.664917
	Iteration 27F: 3 clusters Score -33804.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 89173 members 
Mstep: Class 2 contains 45080 members 
Mstep: Class 3 contains 3370 members 
Mstep: Class 4 contains 11334 members 
Mstep: Class 5 contains 104606 members 
Mstep: Class 6 contains 43539 members 
Mstep: Class 7 contains 231 members 
Mstep: Class 8 contains 96786 members 
Mstep: Class 9 contains 197417 members 
Mstep: Class 10 contains 33481 members 
Mstep: Class 11 contains 11020 members 
Mstep: Class 12 contains 9677 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 639 members 
Mstep: Class 15 contains 222 members 
Mstep: Class 16 contains 18501 members 
Mstep: Class 17 contains 15898 members 
Mstep: Class 18 contains 12913 members 
Mstep: Class 19 contains 104874 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1461 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 57787 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 74444 members 
Mstep: Class 29 contains 81189 members 
Mstep: Class 30 contains 77584 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 90615 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3798 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 29568 members 
Mstep: Class 37 contains 115729 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 8586 members 
Mstep: Class 41 contains 28032 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 96194 members 
Mstep: Class 44 contains 101559 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 9639 members 
Mstep: Class 50 contains 81673 members 
Mstep: Class 51 contains 51464 members 
Mstep: Class 52 contains 768 members 
Entering Unmasked Estep 
Score: -194717440.000000 Penalty: 119004.437500
Splitting cluster 7 changes total score from -194720160.000000 to -194717440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (96786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96786 members 
Entering Unmasked Estep 
Score: -11405043.000000 Penalty: 1865.541870
	Iteration 0F: 2 clusters Score -1.140504e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48290 members 
Mstep: Class 2 contains 48496 members 
Entering Unmasked Estep 
Score: -11340985.000000 Penalty: 3731.083740
	Iteration 0F: 3 clusters Score -1.134098e+07 nChanged 46113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46051 members 
Mstep: Class 2 contains 50735 members 
Entering Unmasked Estep 
Score: -11368098.000000 Penalty: 3731.083740
	Iteration 1F: 3 clusters Score -1.13681e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44972 members 
Mstep: Class 2 contains 51814 members 
Entering Unmasked Estep 
Score: -11369035.000000 Penalty: 3731.083740
	Iteration 2Q: 3 clusters Score -1.136904e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43365 members 
Mstep: Class 2 contains 53421 members 
Entering Unmasked Estep 
Score: -11369932.000000 Penalty: 3731.083740
	Iteration 3Q: 3 clusters Score -1.136993e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41128 members 
Mstep: Class 2 contains 55658 members 
Entering Unmasked Estep 
Score: -11371588.000000 Penalty: 3731.083740
	Iteration 4Q: 3 clusters Score -1.137159e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38073 members 
Mstep: Class 2 contains 58713 members 
Entering Unmasked Estep 
Score: -11374256.000000 Penalty: 3731.083740
	Iteration 5Q: 3 clusters Score -1.137426e+07 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 62582 members 
Entering Unmasked Estep 
Score: -11378000.000000 Penalty: 3731.083740
	Iteration 6F: 3 clusters Score -1.1378e+07 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 66790 members 
Entering Unmasked Estep 
Score: -11383031.000000 Penalty: 3731.083740
	Iteration 7F: 3 clusters Score -1.138303e+07 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 70534 members 
Entering Unmasked Estep 
Score: -11387368.000000 Penalty: 3731.083740
	Iteration 8F: 3 clusters Score -1.138737e+07 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 73373 members 
Entering Unmasked Estep 
Score: -11389862.000000 Penalty: 3731.083740
	Iteration 9Q: 3 clusters Score -1.138986e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 75812 members 
Entering Unmasked Estep 
Score: -11391368.000000 Penalty: 3731.083740
	Iteration 10Q: 3 clusters Score -1.139137e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 78144 members 
Entering Unmasked Estep 
Score: -11392462.000000 Penalty: 3731.083740
	Iteration 11Q: 3 clusters Score -1.139246e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 80531 members 
Entering Unmasked Estep 
Score: -11393600.000000 Penalty: 3731.083740
	Iteration 12Q: 3 clusters Score -1.13936e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 82889 members 
Entering Unmasked Estep 
Score: -11394882.000000 Penalty: 3731.083740
	Iteration 13Q: 3 clusters Score -1.139488e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 85141 members 
Entering Unmasked Estep 
Score: -11396056.000000 Penalty: 3731.083740
	Iteration 14Q: 3 clusters Score -1.139606e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 87222 members 
Entering Unmasked Estep 
Score: -11397155.000000 Penalty: 3731.083740
	Iteration 15Q: 3 clusters Score -1.139716e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 89060 members 
Entering Unmasked Estep 
Score: -11398242.000000 Penalty: 3731.083740
	Iteration 16Q: 3 clusters Score -1.139824e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 90715 members 
Entering Unmasked Estep 
Score: -11399272.000000 Penalty: 3731.083740
	Iteration 17Q: 3 clusters Score -1.139927e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 92190 members 
Entering Unmasked Estep 
Score: -11400331.000000 Penalty: 3731.083740
	Iteration 18Q: 3 clusters Score -1.140033e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 93391 members 
Entering Unmasked Estep 
Score: -11401229.000000 Penalty: 3731.083740
	Iteration 19Q: 3 clusters Score -1.140123e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 94375 members 
Entering Unmasked Estep 
Score: -11401955.000000 Penalty: 3731.083740
	Iteration 20F: 3 clusters Score -1.140196e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 95054 members 
Entering Unmasked Estep 
Score: -11402494.000000 Penalty: 3731.083740
	Iteration 21Q: 3 clusters Score -1.140249e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 95531 members 
Entering Unmasked Estep 
Score: -11402820.000000 Penalty: 3731.083740
	Iteration 22Q: 3 clusters Score -1.140282e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 95817 members 
Entering Unmasked Estep 
Score: -11402990.000000 Penalty: 3731.083740
	Iteration 23Q: 3 clusters Score -1.140299e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 95992 members 
Entering Unmasked Estep 
Score: -11403096.000000 Penalty: 3731.083740
	Iteration 24Q: 3 clusters Score -1.14031e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 96125 members 
Entering Unmasked Estep 
Score: -11403208.000000 Penalty: 3731.083740
	Iteration 25Q: 3 clusters Score -1.140321e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 96217 members 
Entering Unmasked Estep 
Score: -11403271.000000 Penalty: 3731.083740
	Iteration 26Q: 3 clusters Score -1.140327e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 96273 members 
Entering Unmasked Estep 
Score: -11403328.000000 Penalty: 3731.083740
	Iteration 27Q: 3 clusters Score -1.140333e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 96309 members 
Entering Unmasked Estep 
Score: -11403337.000000 Penalty: 3731.083740
	Iteration 28Q: 3 clusters Score -1.140334e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 96332 members 
Entering Unmasked Estep 
Score: -11403341.000000 Penalty: 3731.083740
	Iteration 29Q: 3 clusters Score -1.140334e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 96347 members 
Entering Unmasked Estep 
Score: -11403371.000000 Penalty: 3731.083740
	Iteration 30Q: 3 clusters Score -1.140337e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 96366 members 
Entering Unmasked Estep 
Score: -11403381.000000 Penalty: 3731.083740
	Iteration 31Q: 3 clusters Score -1.140338e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 96374 members 
Entering Unmasked Estep 
Score: -11403376.000000 Penalty: 3731.083740
	Iteration 32Q: 3 clusters Score -1.140338e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 96384 members 
Entering Unmasked Estep 
Score: -11403404.000000 Penalty: 3731.083740
	Iteration 33Q: 3 clusters Score -1.14034e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 96390 members 
Entering Unmasked Estep 
Score: -11403401.000000 Penalty: 3731.083740
	Iteration 34Q: 3 clusters Score -1.14034e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 96394 members 
Entering Unmasked Estep 
Score: -11403410.000000 Penalty: 3731.083740
	Iteration 35Q: 3 clusters Score -1.140341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 96398 members 
Entering Unmasked Estep 
Score: -11403413.000000 Penalty: 3731.083740
	Iteration 36Q: 3 clusters Score -1.140341e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 96400 members 
Entering Unmasked Estep 
Score: -11403421.000000 Penalty: 3731.083740
	Iteration 37Q: 3 clusters Score -1.140342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 96403 members 
Entering Unmasked Estep 
Score: -11403428.000000 Penalty: 3731.083740
	Iteration 38Q: 3 clusters Score -1.140343e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 96405 members 
Entering Unmasked Estep 
Score: -11403433.000000 Penalty: 3731.083740
	Iteration 39Q: 3 clusters Score -1.140343e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 96407 members 
Entering Unmasked Estep 
Score: -11403430.000000 Penalty: 3731.083740
	Iteration 40F: 3 clusters Score -1.140343e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 96408 members 
Entering Unmasked Estep 
Score: -11403434.000000 Penalty: 3731.083740
	Iteration 41Q: 3 clusters Score -1.140343e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 96410 members 
Entering Unmasked Estep 
Score: -11403438.000000 Penalty: 3731.083740
	Iteration 42Q: 3 clusters Score -1.140344e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 96413 members 
Entering Unmasked Estep 
Score: -11403441.000000 Penalty: 3731.083740
	Iteration 43Q: 3 clusters Score -1.140344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 96415 members 
Entering Unmasked Estep 
Score: -11403441.000000 Penalty: 3731.083740
	Iteration 44Q: 3 clusters Score -1.140344e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 96415 members 
Entering Unmasked Estep 
Score: -11403441.000000 Penalty: 3731.083740
	Iteration 45F: 3 clusters Score -1.140344e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (197417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197417 members 
Entering Unmasked Estep 
Score: -22599228.000000 Penalty: 1981.374390
	Iteration 0F: 2 clusters Score -2.259923e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98875 members 
Mstep: Class 2 contains 98542 members 
Entering Unmasked Estep 
Score: -22491150.000000 Penalty: 3962.748779
	Iteration 0F: 3 clusters Score -2.249115e+07 nChanged 95834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102965 members 
Mstep: Class 2 contains 94452 members 
Entering Unmasked Estep 
Score: -22547998.000000 Penalty: 3962.748779
	Iteration 1F: 3 clusters Score -2.2548e+07 nChanged 7342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104631 members 
Mstep: Class 2 contains 92786 members 
Entering Unmasked Estep 
Score: -22549710.000000 Penalty: 3962.748779
	Iteration 2Q: 3 clusters Score -2.254971e+07 nChanged 8340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106499 members 
Mstep: Class 2 contains 90918 members 
Entering Unmasked Estep 
Score: -22551750.000000 Penalty: 3962.748779
	Iteration 3Q: 3 clusters Score -2.255175e+07 nChanged 9653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108262 members 
Mstep: Class 2 contains 89155 members 
Entering Unmasked Estep 
Score: -22554936.000000 Penalty: 3962.748779
	Iteration 4Q: 3 clusters Score -2.255494e+07 nChanged 10743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109217 members 
Mstep: Class 2 contains 88200 members 
Entering Unmasked Estep 
Score: -22559674.000000 Penalty: 3962.748779
	Iteration 5F: 3 clusters Score -2.255967e+07 nChanged 12731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108686 members 
Mstep: Class 2 contains 88731 members 
Entering Unmasked Estep 
Score: -22567466.000000 Penalty: 3962.748779
	Iteration 6F: 3 clusters Score -2.256747e+07 nChanged 14311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106009 members 
Mstep: Class 2 contains 91408 members 
Entering Unmasked Estep 
Score: -22577724.000000 Penalty: 3962.748779
	Iteration 7F: 3 clusters Score -2.257772e+07 nChanged 13397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101918 members 
Mstep: Class 2 contains 95499 members 
Entering Unmasked Estep 
Score: -22584770.000000 Penalty: 3962.748779
	Iteration 8F: 3 clusters Score -2.258477e+07 nChanged 9105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97767 members 
Mstep: Class 2 contains 99650 members 
Entering Unmasked Estep 
Score: -22587658.000000 Penalty: 3962.748779
	Iteration 9Q: 3 clusters Score -2.258766e+07 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93971 members 
Mstep: Class 2 contains 103446 members 
Entering Unmasked Estep 
Score: -22588718.000000 Penalty: 3962.748779
	Iteration 10Q: 3 clusters Score -2.258872e+07 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90819 members 
Mstep: Class 2 contains 106598 members 
Entering Unmasked Estep 
Score: -22589188.000000 Penalty: 3962.748779
	Iteration 11Q: 3 clusters Score -2.258919e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88299 members 
Mstep: Class 2 contains 109118 members 
Entering Unmasked Estep 
Score: -22589672.000000 Penalty: 3962.748779
	Iteration 12Q: 3 clusters Score -2.258967e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85809 members 
Mstep: Class 2 contains 111608 members 
Entering Unmasked Estep 
Score: -22590190.000000 Penalty: 3962.748779
	Iteration 13Q: 3 clusters Score -2.259019e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83277 members 
Mstep: Class 2 contains 114140 members 
Entering Unmasked Estep 
Score: -22590600.000000 Penalty: 3962.748779
	Iteration 14Q: 3 clusters Score -2.25906e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80691 members 
Mstep: Class 2 contains 116726 members 
Entering Unmasked Estep 
Score: -22591152.000000 Penalty: 3962.748779
	Iteration 15Q: 3 clusters Score -2.259115e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78226 members 
Mstep: Class 2 contains 119191 members 
Entering Unmasked Estep 
Score: -22591658.000000 Penalty: 3962.748779
	Iteration 16Q: 3 clusters Score -2.259166e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75551 members 
Mstep: Class 2 contains 121866 members 
Entering Unmasked Estep 
Score: -22592238.000000 Penalty: 3962.748779
	Iteration 17Q: 3 clusters Score -2.259224e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72684 members 
Mstep: Class 2 contains 124733 members 
Entering Unmasked Estep 
Score: -22592816.000000 Penalty: 3962.748779
	Iteration 18Q: 3 clusters Score -2.259282e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69728 members 
Mstep: Class 2 contains 127689 members 
Entering Unmasked Estep 
Score: -22593236.000000 Penalty: 3962.748779
	Iteration 19Q: 3 clusters Score -2.259324e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66572 members 
Mstep: Class 2 contains 130845 members 
Entering Unmasked Estep 
Score: -22594082.000000 Penalty: 3962.748779
	Iteration 20F: 3 clusters Score -2.259408e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63256 members 
Mstep: Class 2 contains 134161 members 
Entering Unmasked Estep 
Score: -22594744.000000 Penalty: 3962.748779
	Iteration 21Q: 3 clusters Score -2.259474e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59866 members 
Mstep: Class 2 contains 137551 members 
Entering Unmasked Estep 
Score: -22595460.000000 Penalty: 3962.748779
	Iteration 22Q: 3 clusters Score -2.259546e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56230 members 
Mstep: Class 2 contains 141187 members 
Entering Unmasked Estep 
Score: -22596190.000000 Penalty: 3962.748779
	Iteration 23Q: 3 clusters Score -2.259619e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52557 members 
Mstep: Class 2 contains 144860 members 
Entering Unmasked Estep 
Score: -22597052.000000 Penalty: 3962.748779
	Iteration 24Q: 3 clusters Score -2.259705e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48831 members 
Mstep: Class 2 contains 148586 members 
Entering Unmasked Estep 
Score: -22597920.000000 Penalty: 3962.748779
	Iteration 25Q: 3 clusters Score -2.259792e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45107 members 
Mstep: Class 2 contains 152310 members 
Entering Unmasked Estep 
Score: -22598704.000000 Penalty: 3962.748779
	Iteration 26Q: 3 clusters Score -2.25987e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41501 members 
Mstep: Class 2 contains 155916 members 
Entering Unmasked Estep 
Score: -22599558.000000 Penalty: 3962.748779
	Iteration 27Q: 3 clusters Score -2.259956e+07 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38093 members 
Mstep: Class 2 contains 159324 members 
Entering Unmasked Estep 
Score: -22600138.000000 Penalty: 3962.748779
	Iteration 28Q: 3 clusters Score -2.260014e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 162652 members 
Entering Unmasked Estep 
Score: -22600810.000000 Penalty: 3962.748779
	Iteration 29Q: 3 clusters Score -2.260081e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 165940 members 
Entering Unmasked Estep 
Score: -22601150.000000 Penalty: 3962.748779
	Iteration 30Q: 3 clusters Score -2.260115e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 169390 members 
Entering Unmasked Estep 
Score: -22601458.000000 Penalty: 3962.748779
	Iteration 31Q: 3 clusters Score -2.260146e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 172713 members 
Entering Unmasked Estep 
Score: -22601654.000000 Penalty: 3962.748779
	Iteration 32Q: 3 clusters Score -2.260165e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 175816 members 
Entering Unmasked Estep 
Score: -22601644.000000 Penalty: 3962.748779
	Iteration 33Q: 3 clusters Score -2.260164e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 178540 members 
Entering Unmasked Estep 
Score: -22601366.000000 Penalty: 3962.748779
	Iteration 34Q: 3 clusters Score -2.260137e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 180871 members 
Entering Unmasked Estep 
Score: -22601176.000000 Penalty: 3962.748779
	Iteration 35Q: 3 clusters Score -2.260118e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 182776 members 
Entering Unmasked Estep 
Score: -22601402.000000 Penalty: 3962.748779
	Iteration 36Q: 3 clusters Score -2.26014e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 184359 members 
Entering Unmasked Estep 
Score: -22601202.000000 Penalty: 3962.748779
	Iteration 37Q: 3 clusters Score -2.26012e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 185646 members 
Entering Unmasked Estep 
Score: -22601372.000000 Penalty: 3962.748779
	Iteration 38Q: 3 clusters Score -2.260137e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 186733 members 
Entering Unmasked Estep 
Score: -22601374.000000 Penalty: 3962.748779
	Iteration 39Q: 3 clusters Score -2.260137e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 187663 members 
Entering Unmasked Estep 
Score: -22601360.000000 Penalty: 3962.748779
	Iteration 40F: 3 clusters Score -2.260136e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 188565 members 
Entering Unmasked Estep 
Score: -22601166.000000 Penalty: 3962.748779
	Iteration 41Q: 3 clusters Score -2.260117e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 189330 members 
Entering Unmasked Estep 
Score: -22601074.000000 Penalty: 3962.748779
	Iteration 42Q: 3 clusters Score -2.260107e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 189969 members 
Entering Unmasked Estep 
Score: -22600956.000000 Penalty: 3962.748779
	Iteration 43Q: 3 clusters Score -2.260096e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 190506 members 
Entering Unmasked Estep 
Score: -22600836.000000 Penalty: 3962.748779
	Iteration 44Q: 3 clusters Score -2.260084e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 190940 members 
Entering Unmasked Estep 
Score: -22600848.000000 Penalty: 3962.748779
	Iteration 45Q: 3 clusters Score -2.260085e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 191302 members 
Entering Unmasked Estep 
Score: -22600710.000000 Penalty: 3962.748779
	Iteration 46Q: 3 clusters Score -2.260071e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 191621 members 
Entering Unmasked Estep 
Score: -22600700.000000 Penalty: 3962.748779
	Iteration 47Q: 3 clusters Score -2.26007e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 191903 members 
Entering Unmasked Estep 
Score: -22600616.000000 Penalty: 3962.748779
	Iteration 48Q: 3 clusters Score -2.260062e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 192150 members 
Entering Unmasked Estep 
Score: -22600490.000000 Penalty: 3962.748779
	Iteration 49Q: 3 clusters Score -2.260049e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 192363 members 
Entering Unmasked Estep 
Score: -22600514.000000 Penalty: 3962.748779
	Iteration 50Q: 3 clusters Score -2.260051e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 192558 members 
Entering Unmasked Estep 
Score: -22600498.000000 Penalty: 3962.748779
	Iteration 51Q: 3 clusters Score -2.26005e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 192727 members 
Entering Unmasked Estep 
Score: -22600458.000000 Penalty: 3962.748779
	Iteration 52Q: 3 clusters Score -2.260046e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 192875 members 
Entering Unmasked Estep 
Score: -22600406.000000 Penalty: 3962.748779
	Iteration 53Q: 3 clusters Score -2.260041e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 193021 members 
Entering Unmasked Estep 
Score: -22600372.000000 Penalty: 3962.748779
	Iteration 54Q: 3 clusters Score -2.260037e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 193149 members 
Entering Unmasked Estep 
Score: -22600346.000000 Penalty: 3962.748779
	Iteration 55Q: 3 clusters Score -2.260035e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 193273 members 
Entering Unmasked Estep 
Score: -22600308.000000 Penalty: 3962.748779
	Iteration 56Q: 3 clusters Score -2.260031e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 193378 members 
Entering Unmasked Estep 
Score: -22600332.000000 Penalty: 3962.748779
	Iteration 57Q: 3 clusters Score -2.260033e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 193459 members 
Entering Unmasked Estep 
Score: -22600284.000000 Penalty: 3962.748779
	Iteration 58Q: 3 clusters Score -2.260028e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 193530 members 
Entering Unmasked Estep 
Score: -22600250.000000 Penalty: 3962.748779
	Iteration 59Q: 3 clusters Score -2.260025e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 193592 members 
Entering Unmasked Estep 
Score: -22600208.000000 Penalty: 3962.748779
	Iteration 60F: 3 clusters Score -2.260021e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 193646 members 
Entering Unmasked Estep 
Score: -22600186.000000 Penalty: 3962.748779
	Iteration 61Q: 3 clusters Score -2.260019e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 193701 members 
Entering Unmasked Estep 
Score: -22600196.000000 Penalty: 3962.748779
	Iteration 62Q: 3 clusters Score -2.26002e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 193758 members 
Entering Unmasked Estep 
Score: -22600204.000000 Penalty: 3962.748779
	Iteration 63Q: 3 clusters Score -2.26002e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 193809 members 
Entering Unmasked Estep 
Score: -22600178.000000 Penalty: 3962.748779
	Iteration 64Q: 3 clusters Score -2.260018e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 193870 members 
Entering Unmasked Estep 
Score: -22600108.000000 Penalty: 3962.748779
	Iteration 65Q: 3 clusters Score -2.260011e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 193939 members 
Entering Unmasked Estep 
Score: -22600112.000000 Penalty: 3962.748779
	Iteration 66Q: 3 clusters Score -2.260011e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 193996 members 
Entering Unmasked Estep 
Score: -22600092.000000 Penalty: 3962.748779
	Iteration 67Q: 3 clusters Score -2.260009e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 194053 members 
Entering Unmasked Estep 
Score: -22600074.000000 Penalty: 3962.748779
	Iteration 68Q: 3 clusters Score -2.260007e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 194111 members 
Entering Unmasked Estep 
Score: -22600038.000000 Penalty: 3962.748779
	Iteration 69Q: 3 clusters Score -2.260004e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 194156 members 
Entering Unmasked Estep 
Score: -22600018.000000 Penalty: 3962.748779
	Iteration 70Q: 3 clusters Score -2.260002e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 194197 members 
Entering Unmasked Estep 
Score: -22599988.000000 Penalty: 3962.748779
	Iteration 71Q: 3 clusters Score -2.259999e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 194226 members 
Entering Unmasked Estep 
Score: -22600014.000000 Penalty: 3962.748779
	Iteration 72Q: 3 clusters Score -2.260001e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 194253 members 
Entering Unmasked Estep 
Score: -22600000.000000 Penalty: 3962.748779
	Iteration 73Q: 3 clusters Score -2.26e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 194276 members 
Entering Unmasked Estep 
Score: -22600016.000000 Penalty: 3962.748779
	Iteration 74Q: 3 clusters Score -2.260002e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 194297 members 
Entering Unmasked Estep 
Score: -22599998.000000 Penalty: 3962.748779
	Iteration 75Q: 3 clusters Score -2.26e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 194322 members 
Entering Unmasked Estep 
Score: -22599976.000000 Penalty: 3962.748779
	Iteration 76Q: 3 clusters Score -2.259998e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 194345 members 
Entering Unmasked Estep 
Score: -22599970.000000 Penalty: 3962.748779
	Iteration 77Q: 3 clusters Score -2.259997e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 194367 members 
Entering Unmasked Estep 
Score: -22599980.000000 Penalty: 3962.748779
	Iteration 78Q: 3 clusters Score -2.259998e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 194392 members 
Entering Unmasked Estep 
Score: -22599966.000000 Penalty: 3962.748779
	Iteration 79Q: 3 clusters Score -2.259997e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 194419 members 
Entering Unmasked Estep 
Score: -22599930.000000 Penalty: 3962.748779
	Iteration 80F: 3 clusters Score -2.259993e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 194447 members 
Entering Unmasked Estep 
Score: -22599920.000000 Penalty: 3962.748779
	Iteration 81Q: 3 clusters Score -2.259992e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 194467 members 
Entering Unmasked Estep 
Score: -22599900.000000 Penalty: 3962.748779
	Iteration 82Q: 3 clusters Score -2.25999e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 194486 members 
Entering Unmasked Estep 
Score: -22599906.000000 Penalty: 3962.748779
	Iteration 83Q: 3 clusters Score -2.259991e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 194501 members 
Entering Unmasked Estep 
Score: -22599878.000000 Penalty: 3962.748779
	Iteration 84Q: 3 clusters Score -2.259988e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 194512 members 
Entering Unmasked Estep 
Score: -22599880.000000 Penalty: 3962.748779
	Iteration 85Q: 3 clusters Score -2.259988e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 194520 members 
Entering Unmasked Estep 
Score: -22599886.000000 Penalty: 3962.748779
	Iteration 86Q: 3 clusters Score -2.259989e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 194530 members 
Entering Unmasked Estep 
Score: -22599878.000000 Penalty: 3962.748779
	Iteration 87Q: 3 clusters Score -2.259988e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 194539 members 
Entering Unmasked Estep 
Score: -22599876.000000 Penalty: 3962.748779
	Iteration 88Q: 3 clusters Score -2.259988e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 194546 members 
Entering Unmasked Estep 
Score: -22599894.000000 Penalty: 3962.748779
	Iteration 89Q: 3 clusters Score -2.259989e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 194560 members 
Entering Unmasked Estep 
Score: -22599866.000000 Penalty: 3962.748779
	Iteration 90Q: 3 clusters Score -2.259987e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 194568 members 
Entering Unmasked Estep 
Score: -22599868.000000 Penalty: 3962.748779
	Iteration 91Q: 3 clusters Score -2.259987e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 194572 members 
Entering Unmasked Estep 
Score: -22599880.000000 Penalty: 3962.748779
	Iteration 92Q: 3 clusters Score -2.259988e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 194579 members 
Entering Unmasked Estep 
Score: -22599878.000000 Penalty: 3962.748779
	Iteration 93Q: 3 clusters Score -2.259988e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 194589 members 
Entering Unmasked Estep 
Score: -22599864.000000 Penalty: 3962.748779
	Iteration 94Q: 3 clusters Score -2.259986e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 194594 members 
Entering Unmasked Estep 
Score: -22599864.000000 Penalty: 3962.748779
	Iteration 95Q: 3 clusters Score -2.259986e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 194600 members 
Entering Unmasked Estep 
Score: -22599854.000000 Penalty: 3962.748779
	Iteration 96Q: 3 clusters Score -2.259985e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 194612 members 
Entering Unmasked Estep 
Score: -22599852.000000 Penalty: 3962.748779
	Iteration 97Q: 3 clusters Score -2.259985e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 194620 members 
Entering Unmasked Estep 
Score: -22599826.000000 Penalty: 3962.748779
	Iteration 98Q: 3 clusters Score -2.259983e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 194631 members 
Entering Unmasked Estep 
Score: -22599830.000000 Penalty: 3962.748779
	Iteration 99Q: 3 clusters Score -2.259983e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 194641 members 
Entering Unmasked Estep 
Score: -22599818.000000 Penalty: 3962.748779
	Iteration 100F: 3 clusters Score -2.259982e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 194648 members 
Entering Unmasked Estep 
Score: -22599806.000000 Penalty: 3962.748779
	Iteration 101Q: 3 clusters Score -2.259981e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 194654 members 
Entering Unmasked Estep 
Score: -22599812.000000 Penalty: 3962.748779
	Iteration 102Q: 3 clusters Score -2.259981e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 194657 members 
Entering Unmasked Estep 
Score: -22599786.000000 Penalty: 3962.748779
	Iteration 103Q: 3 clusters Score -2.259979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 194659 members 
Entering Unmasked Estep 
Score: -22599790.000000 Penalty: 3962.748779
	Iteration 104Q: 3 clusters Score -2.259979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 194661 members 
Entering Unmasked Estep 
Score: -22599788.000000 Penalty: 3962.748779
	Iteration 105Q: 3 clusters Score -2.259979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 194663 members 
Entering Unmasked Estep 
Score: -22599778.000000 Penalty: 3962.748779
	Iteration 106Q: 3 clusters Score -2.259978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 194666 members 
Entering Unmasked Estep 
Score: -22599784.000000 Penalty: 3962.748779
	Iteration 107Q: 3 clusters Score -2.259978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 194668 members 
Entering Unmasked Estep 
Score: -22599782.000000 Penalty: 3962.748779
	Iteration 108Q: 3 clusters Score -2.259978e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 194668 members 
Entering Unmasked Estep 
Score: -22599782.000000 Penalty: 3962.748779
	Iteration 109F: 3 clusters Score -2.259978e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 89173 members 
Mstep: Class 2 contains 45080 members 
Mstep: Class 3 contains 3370 members 
Mstep: Class 4 contains 11334 members 
Mstep: Class 5 contains 104606 members 
Mstep: Class 6 contains 43539 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 96786 members 
Mstep: Class 9 contains 2749 members 
Mstep: Class 10 contains 33481 members 
Mstep: Class 11 contains 11020 members 
Mstep: Class 12 contains 9677 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 639 members 
Mstep: Class 15 contains 194668 members 
Mstep: Class 16 contains 18501 members 
Mstep: Class 17 contains 15898 members 
Mstep: Class 18 contains 12913 members 
Mstep: Class 19 contains 104874 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1461 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 57787 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 74444 members 
Mstep: Class 29 contains 81189 members 
Mstep: Class 30 contains 77584 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 90615 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3798 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 29568 members 
Mstep: Class 37 contains 115729 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 8586 members 
Mstep: Class 41 contains 28032 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 96194 members 
Mstep: Class 44 contains 101559 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 9639 members 
Mstep: Class 50 contains 81673 members 
Mstep: Class 51 contains 51464 members 
Mstep: Class 52 contains 768 members 
Entering Unmasked Estep 
Score: -194718752.000000 Penalty: 119004.437500
Splitting cluster 9 changes total score from -194720160.000000 to -194718752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (33481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33481 members 
Entering Unmasked Estep 
Score: -4011489.500000 Penalty: 1693.044189
	Iteration 0F: 2 clusters Score -4011490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -3988505.500000 Penalty: 3386.088379
	Iteration 0F: 3 clusters Score -3988506 nChanged 15513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -3996887.500000 Penalty: 3386.088379
	Iteration 1F: 3 clusters Score -3996888 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -3997184.250000 Penalty: 3386.088379
	Iteration 2Q: 3 clusters Score -3997184 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -3997621.250000 Penalty: 3386.088379
	Iteration 3Q: 3 clusters Score -3997621 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -3998345.250000 Penalty: 3386.088379
	Iteration 4F: 3 clusters Score -3998345 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -3999861.250000 Penalty: 3386.088379
	Iteration 5F: 3 clusters Score -3999861 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -4002198.250000 Penalty: 3386.088379
	Iteration 6F: 3 clusters Score -4002198 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -4005035.750000 Penalty: 3386.088379
	Iteration 7F: 3 clusters Score -4005036 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -4007702.750000 Penalty: 3386.088379
	Iteration 8F: 3 clusters Score -4007703 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32680 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -4009180.250000 Penalty: 3386.088379
	Iteration 9Q: 3 clusters Score -4009180 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33182 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4009663.250000 Penalty: 3386.088379
	Iteration 10Q: 3 clusters Score -4009663 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -4009843.250000 Penalty: 3386.088379
	Iteration 11Q: 3 clusters Score -4009843 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33346 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -4009883.500000 Penalty: 3386.088379
	Iteration 12Q: 3 clusters Score -4009884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33358 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -4009942.250000 Penalty: 3386.088379
	Iteration 13Q: 3 clusters Score -4009942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33362 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -4009942.750000 Penalty: 3386.088379
	Iteration 14Q: 3 clusters Score -4009943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33367 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -4009971.750000 Penalty: 3386.088379
	Iteration 15Q: 3 clusters Score -4009972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33371 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -4009987.250000 Penalty: 3386.088379
	Iteration 16Q: 3 clusters Score -4009987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33371 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -4010000.250000 Penalty: 3386.088379
	Iteration 17Q: 3 clusters Score -4010000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33373 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -4010001.250000 Penalty: 3386.088379
	Iteration 18Q: 3 clusters Score -4010001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33374 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -4010006.750000 Penalty: 3386.088379
	Iteration 19Q: 3 clusters Score -4010007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -4010021.000000 Penalty: 3386.088379
	Iteration 20F: 3 clusters Score -4010021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33376 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -4010017.000000 Penalty: 3386.088379
	Iteration 21Q: 3 clusters Score -4010017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33376 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -4010017.000000 Penalty: 3386.088379
	Iteration 22F: 3 clusters Score -4010017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Entering Unmasked Estep 
Score: -1204183.875000 Penalty: 1512.463501
	Iteration 0F: 2 clusters Score -1204184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1196370.375000 Penalty: 3024.927002
	Iteration 0F: 3 clusters Score -1196370 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1198840.250000 Penalty: 3024.927002
	Iteration 1F: 3 clusters Score -1198840 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1199086.125000 Penalty: 3024.927002
	Iteration 2F: 3 clusters Score -1199086 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1199265.750000 Penalty: 3024.927002
	Iteration 3Q: 3 clusters Score -1199266 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1199402.750000 Penalty: 3024.927002
	Iteration 4Q: 3 clusters Score -1199403 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1199516.875000 Penalty: 3024.927002
	Iteration 5Q: 3 clusters Score -1199517 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1199614.250000 Penalty: 3024.927002
	Iteration 6Q: 3 clusters Score -1199614 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1199713.250000 Penalty: 3024.927002
	Iteration 7Q: 3 clusters Score -1199713 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1199810.250000 Penalty: 3024.927002
	Iteration 8Q: 3 clusters Score -1199810 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1199927.750000 Penalty: 3024.927002
	Iteration 9Q: 3 clusters Score -1199928 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1200055.250000 Penalty: 3024.927002
	Iteration 10Q: 3 clusters Score -1200055 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1200226.875000 Penalty: 3024.927002
	Iteration 11Q: 3 clusters Score -1200227 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1200447.875000 Penalty: 3024.927002
	Iteration 12Q: 3 clusters Score -1200448 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1200744.500000 Penalty: 3024.927002
	Iteration 13Q: 3 clusters Score -1200744 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1201056.875000 Penalty: 3024.927002
	Iteration 14Q: 3 clusters Score -1201057 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1201388.750000 Penalty: 3024.927002
	Iteration 15Q: 3 clusters Score -1201389 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1201729.750000 Penalty: 3024.927002
	Iteration 16Q: 3 clusters Score -1201730 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1202002.875000 Penalty: 3024.927002
	Iteration 17Q: 3 clusters Score -1202003 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1202184.125000 Penalty: 3024.927002
	Iteration 18Q: 3 clusters Score -1202184 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1202284.000000 Penalty: 3024.927002
	Iteration 19Q: 3 clusters Score -1202284 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1202343.625000 Penalty: 3024.927002
	Iteration 20F: 3 clusters Score -1202344 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1202390.875000 Penalty: 3024.927002
	Iteration 21Q: 3 clusters Score -1202391 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1202429.750000 Penalty: 3024.927002
	Iteration 22Q: 3 clusters Score -1202430 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1202465.625000 Penalty: 3024.927002
	Iteration 23Q: 3 clusters Score -1202466 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1202499.625000 Penalty: 3024.927002
	Iteration 24Q: 3 clusters Score -1202500 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1202530.875000 Penalty: 3024.927002
	Iteration 25Q: 3 clusters Score -1202531 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1202554.000000 Penalty: 3024.927002
	Iteration 26Q: 3 clusters Score -1202554 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1202573.625000 Penalty: 3024.927002
	Iteration 27Q: 3 clusters Score -1202574 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1202595.750000 Penalty: 3024.927002
	Iteration 28Q: 3 clusters Score -1202596 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1202615.250000 Penalty: 3024.927002
	Iteration 29Q: 3 clusters Score -1202615 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1202634.375000 Penalty: 3024.927002
	Iteration 30Q: 3 clusters Score -1202634 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1202653.375000 Penalty: 3024.927002
	Iteration 31Q: 3 clusters Score -1202653 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1202669.500000 Penalty: 3024.927002
	Iteration 32Q: 3 clusters Score -1202670 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1202680.625000 Penalty: 3024.927002
	Iteration 33Q: 3 clusters Score -1202681 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1202687.125000 Penalty: 3024.927002
	Iteration 34Q: 3 clusters Score -1202687 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1202693.750000 Penalty: 3024.927002
	Iteration 35Q: 3 clusters Score -1202694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1202696.250000 Penalty: 3024.927002
	Iteration 36Q: 3 clusters Score -1202696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1202696.625000 Penalty: 3024.927002
	Iteration 37Q: 3 clusters Score -1202697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1202698.000000 Penalty: 3024.927002
	Iteration 38Q: 3 clusters Score -1202698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1202701.875000 Penalty: 3024.927002
	Iteration 39Q: 3 clusters Score -1202702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1202702.375000 Penalty: 3024.927002
	Iteration 40F: 3 clusters Score -1202702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1202702.875000 Penalty: 3024.927002
	Iteration 41Q: 3 clusters Score -1202703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1202704.000000 Penalty: 3024.927002
	Iteration 42Q: 3 clusters Score -1202704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1202703.500000 Penalty: 3024.927002
	Iteration 43Q: 3 clusters Score -1202704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1202705.000000 Penalty: 3024.927002
	Iteration 44Q: 3 clusters Score -1202705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1202706.250000 Penalty: 3024.927002
	Iteration 45Q: 3 clusters Score -1202706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1202706.250000 Penalty: 3024.927002
	Iteration 46F: 3 clusters Score -1202706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Entering Unmasked Estep 
Score: -1123840.250000 Penalty: 1491.344971
	Iteration 0F: 2 clusters Score -1123840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1116897.000000 Penalty: 2982.689941
	Iteration 0F: 3 clusters Score -1116897 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1119184.500000 Penalty: 2982.689941
	Iteration 1F: 3 clusters Score -1119184 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1119509.875000 Penalty: 2982.689941
	Iteration 2F: 3 clusters Score -1119510 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1119862.625000 Penalty: 2982.689941
	Iteration 3F: 3 clusters Score -1119863 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1120245.000000 Penalty: 2982.689941
	Iteration 4F: 3 clusters Score -1120245 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1120685.125000 Penalty: 2982.689941
	Iteration 5F: 3 clusters Score -1120685 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1121105.750000 Penalty: 2982.689941
	Iteration 6F: 3 clusters Score -1121106 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1121492.750000 Penalty: 2982.689941
	Iteration 7F: 3 clusters Score -1121493 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1121816.500000 Penalty: 2982.689941
	Iteration 8Q: 3 clusters Score -1121816 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1122054.500000 Penalty: 2982.689941
	Iteration 9Q: 3 clusters Score -1122054 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1122246.375000 Penalty: 2982.689941
	Iteration 10Q: 3 clusters Score -1122246 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1122363.750000 Penalty: 2982.689941
	Iteration 11Q: 3 clusters Score -1122364 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1122431.875000 Penalty: 2982.689941
	Iteration 12Q: 3 clusters Score -1122432 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1122473.250000 Penalty: 2982.689941
	Iteration 13Q: 3 clusters Score -1122473 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1122502.750000 Penalty: 2982.689941
	Iteration 14Q: 3 clusters Score -1122503 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1122520.875000 Penalty: 2982.689941
	Iteration 15Q: 3 clusters Score -1122521 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1122538.875000 Penalty: 2982.689941
	Iteration 16Q: 3 clusters Score -1122539 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1122548.250000 Penalty: 2982.689941
	Iteration 17Q: 3 clusters Score -1122548 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1122557.125000 Penalty: 2982.689941
	Iteration 18Q: 3 clusters Score -1122557 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1122561.625000 Penalty: 2982.689941
	Iteration 19Q: 3 clusters Score -1122562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1122565.500000 Penalty: 2982.689941
	Iteration 20F: 3 clusters Score -1122566 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1122572.500000 Penalty: 2982.689941
	Iteration 21Q: 3 clusters Score -1122572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1122573.125000 Penalty: 2982.689941
	Iteration 22Q: 3 clusters Score -1122573 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1122576.375000 Penalty: 2982.689941
	Iteration 23Q: 3 clusters Score -1122576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1122578.375000 Penalty: 2982.689941
	Iteration 24Q: 3 clusters Score -1122578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1122579.625000 Penalty: 2982.689941
	Iteration 25Q: 3 clusters Score -1122580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1122581.375000 Penalty: 2982.689941
	Iteration 26Q: 3 clusters Score -1122581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1122582.875000 Penalty: 2982.689941
	Iteration 27Q: 3 clusters Score -1122583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1122582.250000 Penalty: 2982.689941
	Iteration 28Q: 3 clusters Score -1122582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1122584.500000 Penalty: 2982.689941
	Iteration 29Q: 3 clusters Score -1122584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1122588.625000 Penalty: 2982.689941
	Iteration 30Q: 3 clusters Score -1122589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1122590.375000 Penalty: 2982.689941
	Iteration 31Q: 3 clusters Score -1122590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1122589.000000 Penalty: 2982.689941
	Iteration 32Q: 3 clusters Score -1122589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1122588.875000 Penalty: 2982.689941
	Iteration 33Q: 3 clusters Score -1122589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1122588.750000 Penalty: 2982.689941
	Iteration 34Q: 3 clusters Score -1122589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1122592.250000 Penalty: 2982.689941
	Iteration 35Q: 3 clusters Score -1122592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1122593.875000 Penalty: 2982.689941
	Iteration 36Q: 3 clusters Score -1122594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1122593.875000 Penalty: 2982.689941
	Iteration 37Q: 3 clusters Score -1122594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1122593.000000 Penalty: 2982.689941
	Iteration 38Q: 3 clusters Score -1122593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1122591.375000 Penalty: 2982.689941
	Iteration 39Q: 3 clusters Score -1122591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1122591.750000 Penalty: 2982.689941
	Iteration 40F: 3 clusters Score -1122592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -7299.567383 Penalty: 844.755737
	Iteration 0F: 2 clusters Score -7299.567 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 91 members 
Entering Unmasked Estep 
Score: -6618.498535 Penalty: 1689.511475
	Iteration 0F: 3 clusters Score -6618.499 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6740.377441 Penalty: 1689.511475
	Iteration 1F: 3 clusters Score -6740.377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6764.007324 Penalty: 1689.511475
	Iteration 2F: 3 clusters Score -6764.007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6782.556641 Penalty: 1689.511475
	Iteration 3Q: 3 clusters Score -6782.557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6800.025391 Penalty: 1689.511475
	Iteration 4Q: 3 clusters Score -6800.025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6819.962891 Penalty: 1689.511475
	Iteration 5Q: 3 clusters Score -6819.963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6830.663574 Penalty: 1689.511475
	Iteration 6Q: 3 clusters Score -6830.664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6838.655273 Penalty: 1689.511475
	Iteration 7Q: 3 clusters Score -6838.655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6861.147461 Penalty: 1689.511475
	Iteration 8Q: 3 clusters Score -6861.147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6886.050293 Penalty: 1689.511475
	Iteration 9Q: 3 clusters Score -6886.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6912.368164 Penalty: 1689.511475
	Iteration 10Q: 3 clusters Score -6912.368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -6917.123535 Penalty: 1689.511475
	Iteration 11F: 3 clusters Score -6917.124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6974.811523 Penalty: 1689.511475
	Iteration 12Q: 3 clusters Score -6974.812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6979.416016 Penalty: 1689.511475
	Iteration 13Q: 3 clusters Score -6979.416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6985.503906 Penalty: 1689.511475
	Iteration 14Q: 3 clusters Score -6985.504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6985.503906 Penalty: 1689.511475
	Iteration 15F: 3 clusters Score -6985.504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Entering Unmasked Estep 
Score: -67494.632812 Penalty: 1049.734497
	Iteration 0F: 2 clusters Score -67494.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -66307.101562 Penalty: 2099.468994
	Iteration 0F: 3 clusters Score -66307.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -66514.992188 Penalty: 2099.468994
	Iteration 1F: 3 clusters Score -66514.99 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -66577.312500 Penalty: 2099.468994
	Iteration 2F: 3 clusters Score -66577.31 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -66606.031250 Penalty: 2099.468994
	Iteration 3Q: 3 clusters Score -66606.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -66630.203125 Penalty: 2099.468994
	Iteration 4Q: 3 clusters Score -66630.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -66652.109375 Penalty: 2099.468994
	Iteration 5Q: 3 clusters Score -66652.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -66655.898438 Penalty: 2099.468994
	Iteration 6Q: 3 clusters Score -66655.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -66658.265625 Penalty: 2099.468994
	Iteration 7Q: 3 clusters Score -66658.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -66658.265625 Penalty: 2099.468994
	Iteration 8F: 3 clusters Score -66658.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Entering Unmasked Estep 
Score: -2249341.250000 Penalty: 1596.656738
	Iteration 0F: 2 clusters Score -2249341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -2236736.500000 Penalty: 3193.313477
	Iteration 0F: 3 clusters Score -2236736 nChanged 8227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -2241280.000000 Penalty: 3193.313477
	Iteration 1F: 3 clusters Score -2241280 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -2241664.750000 Penalty: 3193.313477
	Iteration 2F: 3 clusters Score -2241665 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -2242022.250000 Penalty: 3193.313477
	Iteration 3Q: 3 clusters Score -2242022 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -2242456.250000 Penalty: 3193.313477
	Iteration 4Q: 3 clusters Score -2242456 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -2242943.750000 Penalty: 3193.313477
	Iteration 5Q: 3 clusters Score -2242944 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -2243566.500000 Penalty: 3193.313477
	Iteration 6Q: 3 clusters Score -2243566 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -2244279.000000 Penalty: 3193.313477
	Iteration 7F: 3 clusters Score -2244279 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -2244895.500000 Penalty: 3193.313477
	Iteration 8F: 3 clusters Score -2244896 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -2245260.250000 Penalty: 3193.313477
	Iteration 9Q: 3 clusters Score -2245260 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -2245441.250000 Penalty: 3193.313477
	Iteration 10Q: 3 clusters Score -2245441 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -2245538.250000 Penalty: 3193.313477
	Iteration 11Q: 3 clusters Score -2245538 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -2245615.750000 Penalty: 3193.313477
	Iteration 12Q: 3 clusters Score -2245616 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -2245694.500000 Penalty: 3193.313477
	Iteration 13Q: 3 clusters Score -2245694 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -2245778.750000 Penalty: 3193.313477
	Iteration 14Q: 3 clusters Score -2245779 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -2245865.250000 Penalty: 3193.313477
	Iteration 15Q: 3 clusters Score -2245865 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -2245958.750000 Penalty: 3193.313477
	Iteration 16Q: 3 clusters Score -2245959 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -2246061.500000 Penalty: 3193.313477
	Iteration 17Q: 3 clusters Score -2246062 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -2246167.000000 Penalty: 3193.313477
	Iteration 18Q: 3 clusters Score -2246167 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -2246227.250000 Penalty: 3193.313477
	Iteration 19Q: 3 clusters Score -2246227 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -2246306.500000 Penalty: 3193.313477
	Iteration 20F: 3 clusters Score -2246306 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -2246384.500000 Penalty: 3193.313477
	Iteration 21Q: 3 clusters Score -2246384 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -2246468.250000 Penalty: 3193.313477
	Iteration 22Q: 3 clusters Score -2246468 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -2246544.750000 Penalty: 3193.313477
	Iteration 23Q: 3 clusters Score -2246545 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -2246606.500000 Penalty: 3193.313477
	Iteration 24Q: 3 clusters Score -2246606 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -2246662.500000 Penalty: 3193.313477
	Iteration 25Q: 3 clusters Score -2246662 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -2246713.500000 Penalty: 3193.313477
	Iteration 26Q: 3 clusters Score -2246714 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2246769.500000 Penalty: 3193.313477
	Iteration 27Q: 3 clusters Score -2246770 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -2246822.250000 Penalty: 3193.313477
	Iteration 28Q: 3 clusters Score -2246822 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -2246865.500000 Penalty: 3193.313477
	Iteration 29Q: 3 clusters Score -2246866 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -2246915.500000 Penalty: 3193.313477
	Iteration 30Q: 3 clusters Score -2246916 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2246958.750000 Penalty: 3193.313477
	Iteration 31Q: 3 clusters Score -2246959 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2247026.500000 Penalty: 3193.313477
	Iteration 32Q: 3 clusters Score -2247026 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2247079.000000 Penalty: 3193.313477
	Iteration 33Q: 3 clusters Score -2247079 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2247121.500000 Penalty: 3193.313477
	Iteration 34Q: 3 clusters Score -2247122 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2247170.250000 Penalty: 3193.313477
	Iteration 35Q: 3 clusters Score -2247170 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2247218.000000 Penalty: 3193.313477
	Iteration 36Q: 3 clusters Score -2247218 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2247273.750000 Penalty: 3193.313477
	Iteration 37Q: 3 clusters Score -2247274 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2247326.500000 Penalty: 3193.313477
	Iteration 38Q: 3 clusters Score -2247326 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2247376.000000 Penalty: 3193.313477
	Iteration 39Q: 3 clusters Score -2247376 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2247424.500000 Penalty: 3193.313477
	Iteration 40F: 3 clusters Score -2247424 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2247489.750000 Penalty: 3193.313477
	Iteration 41Q: 3 clusters Score -2247490 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2247549.000000 Penalty: 3193.313477
	Iteration 42Q: 3 clusters Score -2247549 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2247591.250000 Penalty: 3193.313477
	Iteration 43Q: 3 clusters Score -2247591 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2247640.000000 Penalty: 3193.313477
	Iteration 44Q: 3 clusters Score -2247640 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2247682.750000 Penalty: 3193.313477
	Iteration 45Q: 3 clusters Score -2247683 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2247705.750000 Penalty: 3193.313477
	Iteration 46Q: 3 clusters Score -2247706 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2247727.750000 Penalty: 3193.313477
	Iteration 47Q: 3 clusters Score -2247728 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2247755.500000 Penalty: 3193.313477
	Iteration 48Q: 3 clusters Score -2247756 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2247787.250000 Penalty: 3193.313477
	Iteration 49Q: 3 clusters Score -2247787 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2247811.500000 Penalty: 3193.313477
	Iteration 50Q: 3 clusters Score -2247812 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2247834.500000 Penalty: 3193.313477
	Iteration 51Q: 3 clusters Score -2247834 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2247855.750000 Penalty: 3193.313477
	Iteration 52Q: 3 clusters Score -2247856 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2247874.000000 Penalty: 3193.313477
	Iteration 53Q: 3 clusters Score -2247874 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2247881.500000 Penalty: 3193.313477
	Iteration 54Q: 3 clusters Score -2247882 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2247889.750000 Penalty: 3193.313477
	Iteration 55Q: 3 clusters Score -2247890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2247901.250000 Penalty: 3193.313477
	Iteration 56Q: 3 clusters Score -2247901 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2247910.750000 Penalty: 3193.313477
	Iteration 57Q: 3 clusters Score -2247911 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2247913.000000 Penalty: 3193.313477
	Iteration 58Q: 3 clusters Score -2247913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2247923.000000 Penalty: 3193.313477
	Iteration 59Q: 3 clusters Score -2247923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2247927.000000 Penalty: 3193.313477
	Iteration 60F: 3 clusters Score -2247927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2247930.500000 Penalty: 3193.313477
	Iteration 61Q: 3 clusters Score -2247930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2247936.250000 Penalty: 3193.313477
	Iteration 62Q: 3 clusters Score -2247936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2247939.750000 Penalty: 3193.313477
	Iteration 63Q: 3 clusters Score -2247940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2247948.250000 Penalty: 3193.313477
	Iteration 64Q: 3 clusters Score -2247948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2247956.250000 Penalty: 3193.313477
	Iteration 65Q: 3 clusters Score -2247956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2247961.250000 Penalty: 3193.313477
	Iteration 66Q: 3 clusters Score -2247961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2247964.750000 Penalty: 3193.313477
	Iteration 67Q: 3 clusters Score -2247965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2247972.750000 Penalty: 3193.313477
	Iteration 68Q: 3 clusters Score -2247973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2247975.000000 Penalty: 3193.313477
	Iteration 69Q: 3 clusters Score -2247975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2247977.500000 Penalty: 3193.313477
	Iteration 70Q: 3 clusters Score -2247978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2247977.750000 Penalty: 3193.313477
	Iteration 71Q: 3 clusters Score -2247978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2247977.250000 Penalty: 3193.313477
	Iteration 72Q: 3 clusters Score -2247977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2247977.250000 Penalty: 3193.313477
	Iteration 73F: 3 clusters Score -2247977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Entering Unmasked Estep 
Score: -1902506.125000 Penalty: 1572.016602
	Iteration 0F: 2 clusters Score -1902506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1891539.250000 Penalty: 3144.033203
	Iteration 0F: 3 clusters Score -1891539 nChanged 7102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1895381.000000 Penalty: 3144.033203
	Iteration 1F: 3 clusters Score -1895381 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1895701.375000 Penalty: 3144.033203
	Iteration 2F: 3 clusters Score -1895701 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1895969.875000 Penalty: 3144.033203
	Iteration 3Q: 3 clusters Score -1895970 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1896205.250000 Penalty: 3144.033203
	Iteration 4Q: 3 clusters Score -1896205 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1896441.875000 Penalty: 3144.033203
	Iteration 5Q: 3 clusters Score -1896442 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1896749.625000 Penalty: 3144.033203
	Iteration 6Q: 3 clusters Score -1896750 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1897134.375000 Penalty: 3144.033203
	Iteration 7Q: 3 clusters Score -1897134 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1897592.000000 Penalty: 3144.033203
	Iteration 8Q: 3 clusters Score -1897592 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1898108.500000 Penalty: 3144.033203
	Iteration 9Q: 3 clusters Score -1898108 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1898664.250000 Penalty: 3144.033203
	Iteration 10Q: 3 clusters Score -1898664 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1899189.500000 Penalty: 3144.033203
	Iteration 11Q: 3 clusters Score -1899190 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1899617.000000 Penalty: 3144.033203
	Iteration 12Q: 3 clusters Score -1899617 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1899909.750000 Penalty: 3144.033203
	Iteration 13Q: 3 clusters Score -1899910 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1900109.125000 Penalty: 3144.033203
	Iteration 14Q: 3 clusters Score -1900109 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1900281.000000 Penalty: 3144.033203
	Iteration 15Q: 3 clusters Score -1900281 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1900407.375000 Penalty: 3144.033203
	Iteration 16Q: 3 clusters Score -1900407 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1900512.750000 Penalty: 3144.033203
	Iteration 17Q: 3 clusters Score -1900513 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1900616.750000 Penalty: 3144.033203
	Iteration 18Q: 3 clusters Score -1900617 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1900716.375000 Penalty: 3144.033203
	Iteration 19Q: 3 clusters Score -1900716 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1900790.250000 Penalty: 3144.033203
	Iteration 20F: 3 clusters Score -1900790 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1900876.125000 Penalty: 3144.033203
	Iteration 21Q: 3 clusters Score -1900876 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1900940.625000 Penalty: 3144.033203
	Iteration 22Q: 3 clusters Score -1900941 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1900992.875000 Penalty: 3144.033203
	Iteration 23Q: 3 clusters Score -1900993 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1901028.375000 Penalty: 3144.033203
	Iteration 24Q: 3 clusters Score -1901028 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1901052.250000 Penalty: 3144.033203
	Iteration 25Q: 3 clusters Score -1901052 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1901073.000000 Penalty: 3144.033203
	Iteration 26Q: 3 clusters Score -1901073 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1901090.875000 Penalty: 3144.033203
	Iteration 27Q: 3 clusters Score -1901091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1901098.875000 Penalty: 3144.033203
	Iteration 28Q: 3 clusters Score -1901099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1901108.500000 Penalty: 3144.033203
	Iteration 29Q: 3 clusters Score -1901108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1901112.875000 Penalty: 3144.033203
	Iteration 30Q: 3 clusters Score -1901113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1901116.250000 Penalty: 3144.033203
	Iteration 31Q: 3 clusters Score -1901116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1901121.125000 Penalty: 3144.033203
	Iteration 32Q: 3 clusters Score -1901121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1901126.000000 Penalty: 3144.033203
	Iteration 33Q: 3 clusters Score -1901126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1901131.125000 Penalty: 3144.033203
	Iteration 34Q: 3 clusters Score -1901131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1901141.125000 Penalty: 3144.033203
	Iteration 35Q: 3 clusters Score -1901141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1901151.250000 Penalty: 3144.033203
	Iteration 36Q: 3 clusters Score -1901151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1901155.625000 Penalty: 3144.033203
	Iteration 37Q: 3 clusters Score -1901156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1901160.375000 Penalty: 3144.033203
	Iteration 38Q: 3 clusters Score -1901160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1901160.000000 Penalty: 3144.033203
	Iteration 39Q: 3 clusters Score -1901160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1901163.250000 Penalty: 3144.033203
	Iteration 40F: 3 clusters Score -1901163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1901167.250000 Penalty: 3144.033203
	Iteration 41Q: 3 clusters Score -1901167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1901170.250000 Penalty: 3144.033203
	Iteration 42Q: 3 clusters Score -1901170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1901171.000000 Penalty: 3144.033203
	Iteration 43Q: 3 clusters Score -1901171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1901172.750000 Penalty: 3144.033203
	Iteration 44Q: 3 clusters Score -1901173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1901175.250000 Penalty: 3144.033203
	Iteration 45Q: 3 clusters Score -1901175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1901176.750000 Penalty: 3144.033203
	Iteration 46Q: 3 clusters Score -1901177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1901176.875000 Penalty: 3144.033203
	Iteration 47Q: 3 clusters Score -1901177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1901179.500000 Penalty: 3144.033203
	Iteration 48Q: 3 clusters Score -1901180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1901183.000000 Penalty: 3144.033203
	Iteration 49Q: 3 clusters Score -1901183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1901182.250000 Penalty: 3144.033203
	Iteration 50Q: 3 clusters Score -1901182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1901183.625000 Penalty: 3144.033203
	Iteration 51Q: 3 clusters Score -1901184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1901184.625000 Penalty: 3144.033203
	Iteration 52Q: 3 clusters Score -1901185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1901184.625000 Penalty: 3144.033203
	Iteration 53F: 3 clusters Score -1901185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Entering Unmasked Estep 
Score: -1463337.375000 Penalty: 1538.223389
	Iteration 0F: 2 clusters Score -1463337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1454375.250000 Penalty: 3076.446777
	Iteration 0F: 3 clusters Score -1454375 nChanged 5626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1457714.875000 Penalty: 3076.446777
	Iteration 1F: 3 clusters Score -1457715 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1458256.750000 Penalty: 3076.446777
	Iteration 2F: 3 clusters Score -1458257 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1458834.500000 Penalty: 3076.446777
	Iteration 3F: 3 clusters Score -1458834 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1459400.000000 Penalty: 3076.446777
	Iteration 4F: 3 clusters Score -1459400 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1459933.750000 Penalty: 3076.446777
	Iteration 5F: 3 clusters Score -1459934 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1460501.000000 Penalty: 3076.446777
	Iteration 6F: 3 clusters Score -1460501 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1461024.375000 Penalty: 3076.446777
	Iteration 7Q: 3 clusters Score -1461024 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1461436.125000 Penalty: 3076.446777
	Iteration 8Q: 3 clusters Score -1461436 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1461653.375000 Penalty: 3076.446777
	Iteration 9Q: 3 clusters Score -1461653 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1461746.000000 Penalty: 3076.446777
	Iteration 10Q: 3 clusters Score -1461746 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1461800.000000 Penalty: 3076.446777
	Iteration 11Q: 3 clusters Score -1461800 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1461837.500000 Penalty: 3076.446777
	Iteration 12Q: 3 clusters Score -1461838 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1461868.000000 Penalty: 3076.446777
	Iteration 13Q: 3 clusters Score -1461868 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1461893.750000 Penalty: 3076.446777
	Iteration 14Q: 3 clusters Score -1461894 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1461910.750000 Penalty: 3076.446777
	Iteration 15Q: 3 clusters Score -1461911 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1461937.000000 Penalty: 3076.446777
	Iteration 16Q: 3 clusters Score -1461937 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1461948.875000 Penalty: 3076.446777
	Iteration 17Q: 3 clusters Score -1461949 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1461960.500000 Penalty: 3076.446777
	Iteration 18Q: 3 clusters Score -1461960 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1461974.375000 Penalty: 3076.446777
	Iteration 19Q: 3 clusters Score -1461974 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1461985.625000 Penalty: 3076.446777
	Iteration 20F: 3 clusters Score -1461986 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1461998.375000 Penalty: 3076.446777
	Iteration 21Q: 3 clusters Score -1461998 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1462016.500000 Penalty: 3076.446777
	Iteration 22Q: 3 clusters Score -1462016 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1462027.875000 Penalty: 3076.446777
	Iteration 23Q: 3 clusters Score -1462028 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1462036.375000 Penalty: 3076.446777
	Iteration 24Q: 3 clusters Score -1462036 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1462039.750000 Penalty: 3076.446777
	Iteration 25Q: 3 clusters Score -1462040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1462042.125000 Penalty: 3076.446777
	Iteration 26Q: 3 clusters Score -1462042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1462050.625000 Penalty: 3076.446777
	Iteration 27Q: 3 clusters Score -1462051 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1462051.125000 Penalty: 3076.446777
	Iteration 28Q: 3 clusters Score -1462051 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1462053.250000 Penalty: 3076.446777
	Iteration 29Q: 3 clusters Score -1462053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1462054.625000 Penalty: 3076.446777
	Iteration 30Q: 3 clusters Score -1462055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1462056.000000 Penalty: 3076.446777
	Iteration 31Q: 3 clusters Score -1462056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1462057.125000 Penalty: 3076.446777
	Iteration 32Q: 3 clusters Score -1462057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1462060.375000 Penalty: 3076.446777
	Iteration 33Q: 3 clusters Score -1462060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1462061.625000 Penalty: 3076.446777
	Iteration 34Q: 3 clusters Score -1462062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1462061.375000 Penalty: 3076.446777
	Iteration 35Q: 3 clusters Score -1462061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1462064.875000 Penalty: 3076.446777
	Iteration 36Q: 3 clusters Score -1462065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1462065.500000 Penalty: 3076.446777
	Iteration 37Q: 3 clusters Score -1462066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1462066.750000 Penalty: 3076.446777
	Iteration 38Q: 3 clusters Score -1462067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1462067.500000 Penalty: 3076.446777
	Iteration 39Q: 3 clusters Score -1462068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1462068.625000 Penalty: 3076.446777
	Iteration 40F: 3 clusters Score -1462069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1462069.625000 Penalty: 3076.446777
	Iteration 41Q: 3 clusters Score -1462070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1462068.750000 Penalty: 3076.446777
	Iteration 42Q: 3 clusters Score -1462069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1462068.750000 Penalty: 3076.446777
	Iteration 43F: 3 clusters Score -1462069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (104874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104874 members 
Entering Unmasked Estep 
Score: -12404505.000000 Penalty: 1878.583618
	Iteration 0F: 2 clusters Score -1.24045e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52244 members 
Mstep: Class 2 contains 52630 members 
Entering Unmasked Estep 
Score: -12337838.000000 Penalty: 3757.167236
	Iteration 0F: 3 clusters Score -1.233784e+07 nChanged 50432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48470 members 
Mstep: Class 2 contains 56404 members 
Entering Unmasked Estep 
Score: -12367448.000000 Penalty: 3757.167236
	Iteration 1F: 3 clusters Score -1.236745e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45845 members 
Mstep: Class 2 contains 59029 members 
Entering Unmasked Estep 
Score: -12368657.000000 Penalty: 3757.167236
	Iteration 2Q: 3 clusters Score -1.236866e+07 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41800 members 
Mstep: Class 2 contains 63074 members 
Entering Unmasked Estep 
Score: -12370939.000000 Penalty: 3757.167236
	Iteration 3Q: 3 clusters Score -1.237094e+07 nChanged 6771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35935 members 
Mstep: Class 2 contains 68939 members 
Entering Unmasked Estep 
Score: -12375186.000000 Penalty: 3757.167236
	Iteration 4F: 3 clusters Score -1.237519e+07 nChanged 8180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28395 members 
Mstep: Class 2 contains 76479 members 
Entering Unmasked Estep 
Score: -12381460.000000 Penalty: 3757.167236
	Iteration 5F: 3 clusters Score -1.238146e+07 nChanged 8554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 84621 members 
Entering Unmasked Estep 
Score: -12389489.000000 Penalty: 3757.167236
	Iteration 6F: 3 clusters Score -1.238949e+07 nChanged 7336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 91739 members 
Entering Unmasked Estep 
Score: -12396069.000000 Penalty: 3757.167236
	Iteration 7F: 3 clusters Score -1.239607e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 96895 members 
Entering Unmasked Estep 
Score: -12399852.000000 Penalty: 3757.167236
	Iteration 8Q: 3 clusters Score -1.239985e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 99846 members 
Entering Unmasked Estep 
Score: -12401466.000000 Penalty: 3757.167236
	Iteration 9Q: 3 clusters Score -1.240147e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 101484 members 
Entering Unmasked Estep 
Score: -12402348.000000 Penalty: 3757.167236
	Iteration 10Q: 3 clusters Score -1.240235e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 102475 members 
Entering Unmasked Estep 
Score: -12402746.000000 Penalty: 3757.167236
	Iteration 11Q: 3 clusters Score -1.240275e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 103079 members 
Entering Unmasked Estep 
Score: -12403091.000000 Penalty: 3757.167236
	Iteration 12Q: 3 clusters Score -1.240309e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 103423 members 
Entering Unmasked Estep 
Score: -12403296.000000 Penalty: 3757.167236
	Iteration 13Q: 3 clusters Score -1.24033e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 103626 members 
Entering Unmasked Estep 
Score: -12403384.000000 Penalty: 3757.167236
	Iteration 14Q: 3 clusters Score -1.240338e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 103722 members 
Entering Unmasked Estep 
Score: -12403434.000000 Penalty: 3757.167236
	Iteration 15Q: 3 clusters Score -1.240343e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 103781 members 
Entering Unmasked Estep 
Score: -12403470.000000 Penalty: 3757.167236
	Iteration 16Q: 3 clusters Score -1.240347e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 103828 members 
Entering Unmasked Estep 
Score: -12403486.000000 Penalty: 3757.167236
	Iteration 17Q: 3 clusters Score -1.240349e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 103863 members 
Entering Unmasked Estep 
Score: -12403491.000000 Penalty: 3757.167236
	Iteration 18Q: 3 clusters Score -1.240349e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 103891 members 
Entering Unmasked Estep 
Score: -12403496.000000 Penalty: 3757.167236
	Iteration 19Q: 3 clusters Score -1.24035e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 103910 members 
Entering Unmasked Estep 
Score: -12403499.000000 Penalty: 3757.167236
	Iteration 20F: 3 clusters Score -1.24035e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 103922 members 
Entering Unmasked Estep 
Score: -12403526.000000 Penalty: 3757.167236
	Iteration 21Q: 3 clusters Score -1.240353e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 103932 members 
Entering Unmasked Estep 
Score: -12403544.000000 Penalty: 3757.167236
	Iteration 22Q: 3 clusters Score -1.240354e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 103949 members 
Entering Unmasked Estep 
Score: -12403531.000000 Penalty: 3757.167236
	Iteration 23Q: 3 clusters Score -1.240353e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 103963 members 
Entering Unmasked Estep 
Score: -12403543.000000 Penalty: 3757.167236
	Iteration 24Q: 3 clusters Score -1.240354e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 103967 members 
Entering Unmasked Estep 
Score: -12403538.000000 Penalty: 3757.167236
	Iteration 25Q: 3 clusters Score -1.240354e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 103979 members 
Entering Unmasked Estep 
Score: -12403548.000000 Penalty: 3757.167236
	Iteration 26Q: 3 clusters Score -1.240355e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 103990 members 
Entering Unmasked Estep 
Score: -12403544.000000 Penalty: 3757.167236
	Iteration 27Q: 3 clusters Score -1.240354e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 104000 members 
Entering Unmasked Estep 
Score: -12403537.000000 Penalty: 3757.167236
	Iteration 28Q: 3 clusters Score -1.240354e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 104004 members 
Entering Unmasked Estep 
Score: -12403533.000000 Penalty: 3757.167236
	Iteration 29Q: 3 clusters Score -1.240353e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 104007 members 
Entering Unmasked Estep 
Score: -12403523.000000 Penalty: 3757.167236
	Iteration 30Q: 3 clusters Score -1.240352e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 104012 members 
Entering Unmasked Estep 
Score: -12403517.000000 Penalty: 3757.167236
	Iteration 31Q: 3 clusters Score -1.240352e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 104014 members 
Entering Unmasked Estep 
Score: -12403516.000000 Penalty: 3757.167236
	Iteration 32Q: 3 clusters Score -1.240352e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 104012 members 
Entering Unmasked Estep 
Score: -12403516.000000 Penalty: 3757.167236
	Iteration 33Q: 3 clusters Score -1.240352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 104011 members 
Entering Unmasked Estep 
Score: -12403516.000000 Penalty: 3757.167236
	Iteration 34Q: 3 clusters Score -1.240352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 104010 members 
Entering Unmasked Estep 
Score: -12403518.000000 Penalty: 3757.167236
	Iteration 35Q: 3 clusters Score -1.240352e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 104010 members 
Entering Unmasked Estep 
Score: -12403518.000000 Penalty: 3757.167236
	Iteration 36F: 3 clusters Score -1.240352e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Entering Unmasked Estep 
Score: -103459.148438 Penalty: 1137.702393
	Iteration 0F: 2 clusters Score -103459.1 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 537 members 
Entering Unmasked Estep 
Score: -102017.734375 Penalty: 2275.404785
	Iteration 0F: 3 clusters Score -102017.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -102337.304688 Penalty: 2275.404785
	Iteration 1F: 3 clusters Score -102337.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -102430.343750 Penalty: 2275.404785
	Iteration 2F: 3 clusters Score -102430.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -102507.187500 Penalty: 2275.404785
	Iteration 3F: 3 clusters Score -102507.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -102557.179688 Penalty: 2275.404785
	Iteration 4Q: 3 clusters Score -102557.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -102593.312500 Penalty: 2275.404785
	Iteration 5Q: 3 clusters Score -102593.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -102638.304688 Penalty: 2275.404785
	Iteration 6Q: 3 clusters Score -102638.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -102681.031250 Penalty: 2275.404785
	Iteration 7Q: 3 clusters Score -102681 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -102742.539062 Penalty: 2275.404785
	Iteration 8Q: 3 clusters Score -102742.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -102780.914062 Penalty: 2275.404785
	Iteration 9Q: 3 clusters Score -102780.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -102819.968750 Penalty: 2275.404785
	Iteration 10Q: 3 clusters Score -102820 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -102843.289062 Penalty: 2275.404785
	Iteration 11Q: 3 clusters Score -102843.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -102867.562500 Penalty: 2275.404785
	Iteration 12Q: 3 clusters Score -102867.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -102884.679688 Penalty: 2275.404785
	Iteration 13Q: 3 clusters Score -102884.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -102899.312500 Penalty: 2275.404785
	Iteration 14Q: 3 clusters Score -102899.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -102907.601562 Penalty: 2275.404785
	Iteration 15Q: 3 clusters Score -102907.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -102917.640625 Penalty: 2275.404785
	Iteration 16Q: 3 clusters Score -102917.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -102927.757812 Penalty: 2275.404785
	Iteration 17Q: 3 clusters Score -102927.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -102947.828125 Penalty: 2275.404785
	Iteration 18Q: 3 clusters Score -102947.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -102968.390625 Penalty: 2275.404785
	Iteration 19Q: 3 clusters Score -102968.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -102999.960938 Penalty: 2275.404785
	Iteration 20F: 3 clusters Score -103000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -103043.750000 Penalty: 2275.404785
	Iteration 21Q: 3 clusters Score -103043.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -103068.312500 Penalty: 2275.404785
	Iteration 22Q: 3 clusters Score -103068.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -103098.937500 Penalty: 2275.404785
	Iteration 23Q: 3 clusters Score -103098.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -103108.070312 Penalty: 2275.404785
	Iteration 24Q: 3 clusters Score -103108.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -103111.414062 Penalty: 2275.404785
	Iteration 25Q: 3 clusters Score -103111.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -103115.914062 Penalty: 2275.404785
	Iteration 26Q: 3 clusters Score -103115.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -103115.914062 Penalty: 2275.404785
	Iteration 27F: 3 clusters Score -103115.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Entering Unmasked Estep 
Score: -45953.183594 Penalty: 1011.168640
	Iteration 0F: 2 clusters Score -45953.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -44902.902344 Penalty: 2022.337280
	Iteration 0F: 3 clusters Score -44902.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -45089.714844 Penalty: 2022.337280
	Iteration 1F: 3 clusters Score -45089.71 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -45144.417969 Penalty: 2022.337280
	Iteration 2F: 3 clusters Score -45144.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -45189.488281 Penalty: 2022.337280
	Iteration 3Q: 3 clusters Score -45189.49 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -45220.609375 Penalty: 2022.337280
	Iteration 4Q: 3 clusters Score -45220.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -45235.781250 Penalty: 2022.337280
	Iteration 5Q: 3 clusters Score -45235.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -45240.593750 Penalty: 2022.337280
	Iteration 6Q: 3 clusters Score -45240.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -45256.789062 Penalty: 2022.337280
	Iteration 7Q: 3 clusters Score -45256.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -45271.152344 Penalty: 2022.337280
	Iteration 8Q: 3 clusters Score -45271.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -45285.972656 Penalty: 2022.337280
	Iteration 9Q: 3 clusters Score -45285.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -45299.289062 Penalty: 2022.337280
	Iteration 10Q: 3 clusters Score -45299.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -45309.753906 Penalty: 2022.337280
	Iteration 11Q: 3 clusters Score -45309.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -45330.980469 Penalty: 2022.337280
	Iteration 12Q: 3 clusters Score -45330.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -45370.792969 Penalty: 2022.337280
	Iteration 13Q: 3 clusters Score -45370.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -45418.410156 Penalty: 2022.337280
	Iteration 14Q: 3 clusters Score -45418.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -45466.273438 Penalty: 2022.337280
	Iteration 15Q: 3 clusters Score -45466.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -45499.058594 Penalty: 2022.337280
	Iteration 16Q: 3 clusters Score -45499.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -45516.429688 Penalty: 2022.337280
	Iteration 17Q: 3 clusters Score -45516.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -45530.609375 Penalty: 2022.337280
	Iteration 18Q: 3 clusters Score -45530.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -45530.609375 Penalty: 2022.337280
	Iteration 19F: 3 clusters Score -45530.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Entering Unmasked Estep 
Score: -156235.375000 Penalty: 1184.117432
	Iteration 0F: 2 clusters Score -156235.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -154532.984375 Penalty: 2368.234863
	Iteration 0F: 3 clusters Score -154533 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -154884.671875 Penalty: 2368.234863
	Iteration 1F: 3 clusters Score -154884.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -154995.609375 Penalty: 2368.234863
	Iteration 2F: 3 clusters Score -154995.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -155098.421875 Penalty: 2368.234863
	Iteration 3F: 3 clusters Score -155098.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -155177.078125 Penalty: 2368.234863
	Iteration 4Q: 3 clusters Score -155177.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -155279.453125 Penalty: 2368.234863
	Iteration 5F: 3 clusters Score -155279.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -155379.078125 Penalty: 2368.234863
	Iteration 6F: 3 clusters Score -155379.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -155449.687500 Penalty: 2368.234863
	Iteration 7Q: 3 clusters Score -155449.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -155517.296875 Penalty: 2368.234863
	Iteration 8Q: 3 clusters Score -155517.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -155579.203125 Penalty: 2368.234863
	Iteration 9Q: 3 clusters Score -155579.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -155618.406250 Penalty: 2368.234863
	Iteration 10Q: 3 clusters Score -155618.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -155647.312500 Penalty: 2368.234863
	Iteration 11Q: 3 clusters Score -155647.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -155669.046875 Penalty: 2368.234863
	Iteration 12Q: 3 clusters Score -155669 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -155678.531250 Penalty: 2368.234863
	Iteration 13Q: 3 clusters Score -155678.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -155683.750000 Penalty: 2368.234863
	Iteration 14Q: 3 clusters Score -155683.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -155691.437500 Penalty: 2368.234863
	Iteration 15Q: 3 clusters Score -155691.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -155695.796875 Penalty: 2368.234863
	Iteration 16Q: 3 clusters Score -155695.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -155698.546875 Penalty: 2368.234863
	Iteration 17Q: 3 clusters Score -155698.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -155701.625000 Penalty: 2368.234863
	Iteration 18Q: 3 clusters Score -155701.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -155704.625000 Penalty: 2368.234863
	Iteration 19Q: 3 clusters Score -155704.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -155706.375000 Penalty: 2368.234863
	Iteration 20F: 3 clusters Score -155706.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -155708.421875 Penalty: 2368.234863
	Iteration 21Q: 3 clusters Score -155708.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -155708.937500 Penalty: 2368.234863
	Iteration 22Q: 3 clusters Score -155708.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -155709.859375 Penalty: 2368.234863
	Iteration 23Q: 3 clusters Score -155709.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -155710.953125 Penalty: 2368.234863
	Iteration 24Q: 3 clusters Score -155711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -155711.625000 Penalty: 2368.234863
	Iteration 25Q: 3 clusters Score -155711.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -155711.671875 Penalty: 2368.234863
	Iteration 26Q: 3 clusters Score -155711.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -155711.671875 Penalty: 2368.234863
	Iteration 27F: 3 clusters Score -155711.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Entering Unmasked Estep 
Score: -55201.328125 Penalty: 1032.302246
	Iteration 0F: 2 clusters Score -55201.33 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 278 members 
Entering Unmasked Estep 
Score: -54122.890625 Penalty: 2064.604492
	Iteration 0F: 3 clusters Score -54122.89 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -54345.910156 Penalty: 2064.604492
	Iteration 1F: 3 clusters Score -54345.91 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -54417.484375 Penalty: 2064.604492
	Iteration 2F: 3 clusters Score -54417.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -54481.210938 Penalty: 2064.604492
	Iteration 3Q: 3 clusters Score -54481.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -54525.371094 Penalty: 2064.604492
	Iteration 4Q: 3 clusters Score -54525.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -54546.894531 Penalty: 2064.604492
	Iteration 5Q: 3 clusters Score -54546.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -54587.351562 Penalty: 2064.604492
	Iteration 6Q: 3 clusters Score -54587.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -54623.406250 Penalty: 2064.604492
	Iteration 7Q: 3 clusters Score -54623.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -54658.621094 Penalty: 2064.604492
	Iteration 8Q: 3 clusters Score -54658.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -54701.003906 Penalty: 2064.604492
	Iteration 9Q: 3 clusters Score -54701 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -54745.726562 Penalty: 2064.604492
	Iteration 10Q: 3 clusters Score -54745.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -54792.273438 Penalty: 2064.604492
	Iteration 11Q: 3 clusters Score -54792.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -54873.671875 Penalty: 2064.604492
	Iteration 12Q: 3 clusters Score -54873.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -54914.871094 Penalty: 2064.604492
	Iteration 13Q: 3 clusters Score -54914.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -54964.480469 Penalty: 2064.604492
	Iteration 14Q: 3 clusters Score -54964.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -54994.121094 Penalty: 2064.604492
	Iteration 15Q: 3 clusters Score -54994.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -55007.746094 Penalty: 2064.604492
	Iteration 16Q: 3 clusters Score -55007.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -55025.066406 Penalty: 2064.604492
	Iteration 17Q: 3 clusters Score -55025.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -55053.445312 Penalty: 2064.604492
	Iteration 18Q: 3 clusters Score -55053.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -55064.609375 Penalty: 2064.604492
	Iteration 19Q: 3 clusters Score -55064.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -55080.339844 Penalty: 2064.604492
	Iteration 20F: 3 clusters Score -55080.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -55090.296875 Penalty: 2064.604492
	Iteration 21Q: 3 clusters Score -55090.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -55090.296875 Penalty: 2064.604492
	Iteration 22F: 3 clusters Score -55090.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (57787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57787 members 
Entering Unmasked Estep 
Score: -6886138.000000 Penalty: 1781.734375
	Iteration 0F: 2 clusters Score -6886138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
Score: -6847611.500000 Penalty: 3563.468750
	Iteration 0F: 3 clusters Score -6847612 nChanged 27356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
Score: -6863141.000000 Penalty: 3563.468750
	Iteration 1F: 3 clusters Score -6863141 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 30109 members 
Entering Unmasked Estep 
Score: -6863592.000000 Penalty: 3563.468750
	Iteration 2Q: 3 clusters Score -6863592 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 30748 members 
Entering Unmasked Estep 
Score: -6863968.000000 Penalty: 3563.468750
	Iteration 3Q: 3 clusters Score -6863968 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 31665 members 
Entering Unmasked Estep 
Score: -6864396.500000 Penalty: 3563.468750
	Iteration 4Q: 3 clusters Score -6864396 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -6865057.000000 Penalty: 3563.468750
	Iteration 5Q: 3 clusters Score -6865057 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 35193 members 
Entering Unmasked Estep 
Score: -6866028.500000 Penalty: 3563.468750
	Iteration 6Q: 3 clusters Score -6866028 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 38052 members 
Entering Unmasked Estep 
Score: -6867491.500000 Penalty: 3563.468750
	Iteration 7F: 3 clusters Score -6867492 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 41659 members 
Entering Unmasked Estep 
Score: -6869945.500000 Penalty: 3563.468750
	Iteration 8F: 3 clusters Score -6869946 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 45992 members 
Entering Unmasked Estep 
Score: -6873464.500000 Penalty: 3563.468750
	Iteration 9F: 3 clusters Score -6873464 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 50454 members 
Entering Unmasked Estep 
Score: -6877604.500000 Penalty: 3563.468750
	Iteration 10F: 3 clusters Score -6877604 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 54010 members 
Entering Unmasked Estep 
Score: -6881031.500000 Penalty: 3563.468750
	Iteration 11F: 3 clusters Score -6881032 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 56144 members 
Entering Unmasked Estep 
Score: -6883094.500000 Penalty: 3563.468750
	Iteration 12Q: 3 clusters Score -6883094 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 57093 members 
Entering Unmasked Estep 
Score: -6883955.000000 Penalty: 3563.468750
	Iteration 13Q: 3 clusters Score -6883955 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 57440 members 
Entering Unmasked Estep 
Score: -6884297.000000 Penalty: 3563.468750
	Iteration 14Q: 3 clusters Score -6884297 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 57549 members 
Entering Unmasked Estep 
Score: -6884422.500000 Penalty: 3563.468750
	Iteration 15Q: 3 clusters Score -6884422 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 57580 members 
Entering Unmasked Estep 
Score: -6884472.000000 Penalty: 3563.468750
	Iteration 16Q: 3 clusters Score -6884472 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 57600 members 
Entering Unmasked Estep 
Score: -6884512.500000 Penalty: 3563.468750
	Iteration 17Q: 3 clusters Score -6884512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 57610 members 
Entering Unmasked Estep 
Score: -6884528.500000 Penalty: 3563.468750
	Iteration 18Q: 3 clusters Score -6884528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 57616 members 
Entering Unmasked Estep 
Score: -6884545.000000 Penalty: 3563.468750
	Iteration 19Q: 3 clusters Score -6884545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 57623 members 
Entering Unmasked Estep 
Score: -6884547.500000 Penalty: 3563.468750
	Iteration 20F: 3 clusters Score -6884548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 57625 members 
Entering Unmasked Estep 
Score: -6884555.500000 Penalty: 3563.468750
	Iteration 21Q: 3 clusters Score -6884556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 57625 members 
Entering Unmasked Estep 
Score: -6884561.000000 Penalty: 3563.468750
	Iteration 22Q: 3 clusters Score -6884561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 57626 members 
Entering Unmasked Estep 
Score: -6884562.500000 Penalty: 3563.468750
	Iteration 23Q: 3 clusters Score -6884562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 57626 members 
Entering Unmasked Estep 
Score: -6884562.500000 Penalty: 3563.468750
	Iteration 24F: 3 clusters Score -6884562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -11275.288086 Penalty: 868.129333
	Iteration 0F: 2 clusters Score -11275.29 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: -10696.467773 Penalty: 1736.258667
	Iteration 0F: 3 clusters Score -10696.47 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -10927.248047 Penalty: 1736.258667
	Iteration 1F: 3 clusters Score -10927.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -10997.465820 Penalty: 1736.258667
	Iteration 2F: 3 clusters Score -10997.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -11024.709961 Penalty: 1736.258667
	Iteration 3Q: 3 clusters Score -11024.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -11027.050781 Penalty: 1736.258667
	Iteration 4Q: 3 clusters Score -11027.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -11027.050781 Penalty: 1736.258667
	Iteration 5F: 3 clusters Score -11027.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -38353.027344 Penalty: 985.365051
	Iteration 0F: 2 clusters Score -38353.03 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 234 members 
Entering Unmasked Estep 
Score: -37409.082031 Penalty: 1970.730103
	Iteration 0F: 3 clusters Score -37409.08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -37595.648438 Penalty: 1970.730103
	Iteration 1F: 3 clusters Score -37595.65 nChanged 23
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: -37659.921875 Penalty: 1970.730103
	Iteration 2F: 3 clusters Score -37659.92 nChanged 23
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: -37706.789062 Penalty: 1970.730103
	Iteration 3F: 3 clusters Score -37706.79 nChanged 9
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: -37723.761719 Penalty: 1970.730103
	Iteration 4Q: 3 clusters Score -37723.76 nChanged 8
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: -37743.417969 Penalty: 1970.730103
	Iteration 5Q: 3 clusters Score -37743.42 nChanged 4
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: -37747.613281 Penalty: 1970.730103
	Iteration 6Q: 3 clusters Score -37747.61 nChanged 0
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: -37747.613281 Penalty: 1970.730103
	Iteration 7F: 3 clusters Score -37747.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (74444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74444 members 
Entering Unmasked Estep 
Score: -8864766.000000 Penalty: 1822.892822
	Iteration 0F: 2 clusters Score -8864766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 37299 members 
Entering Unmasked Estep 
Score: -8814991.000000 Penalty: 3645.785645
	Iteration 0F: 3 clusters Score -8814991 nChanged 35344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36255 members 
Mstep: Class 2 contains 38189 members 
Entering Unmasked Estep 
Score: -8834963.000000 Penalty: 3645.785645
	Iteration 1F: 3 clusters Score -8834963 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35574 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -8835537.000000 Penalty: 3645.785645
	Iteration 2Q: 3 clusters Score -8835537 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34580 members 
Mstep: Class 2 contains 39864 members 
Entering Unmasked Estep 
Score: -8836282.000000 Penalty: 3645.785645
	Iteration 3Q: 3 clusters Score -8836282 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33186 members 
Mstep: Class 2 contains 41258 members 
Entering Unmasked Estep 
Score: -8837366.000000 Penalty: 3645.785645
	Iteration 4Q: 3 clusters Score -8837366 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 43255 members 
Entering Unmasked Estep 
Score: -8839134.000000 Penalty: 3645.785645
	Iteration 5Q: 3 clusters Score -8839134 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 45802 members 
Entering Unmasked Estep 
Score: -8841967.000000 Penalty: 3645.785645
	Iteration 6F: 3 clusters Score -8841967 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 48531 members 
Entering Unmasked Estep 
Score: -8846317.000000 Penalty: 3645.785645
	Iteration 7F: 3 clusters Score -8846317 nChanged 5321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 50878 members 
Entering Unmasked Estep 
Score: -8851231.000000 Penalty: 3645.785645
	Iteration 8F: 3 clusters Score -8851231 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 52201 members 
Entering Unmasked Estep 
Score: -8854495.000000 Penalty: 3645.785645
	Iteration 9F: 3 clusters Score -8854495 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 53045 members 
Entering Unmasked Estep 
Score: -8855903.000000 Penalty: 3645.785645
	Iteration 10Q: 3 clusters Score -8855903 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 53701 members 
Entering Unmasked Estep 
Score: -8856632.000000 Penalty: 3645.785645
	Iteration 11Q: 3 clusters Score -8856632 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 54286 members 
Entering Unmasked Estep 
Score: -8857167.000000 Penalty: 3645.785645
	Iteration 12Q: 3 clusters Score -8857167 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 54858 members 
Entering Unmasked Estep 
Score: -8857626.000000 Penalty: 3645.785645
	Iteration 13Q: 3 clusters Score -8857626 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 55421 members 
Entering Unmasked Estep 
Score: -8858001.000000 Penalty: 3645.785645
	Iteration 14Q: 3 clusters Score -8858001 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 55974 members 
Entering Unmasked Estep 
Score: -8858283.000000 Penalty: 3645.785645
	Iteration 15Q: 3 clusters Score -8858283 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 56475 members 
Entering Unmasked Estep 
Score: -8858498.000000 Penalty: 3645.785645
	Iteration 16Q: 3 clusters Score -8858498 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 56970 members 
Entering Unmasked Estep 
Score: -8858663.000000 Penalty: 3645.785645
	Iteration 17Q: 3 clusters Score -8858663 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 57477 members 
Entering Unmasked Estep 
Score: -8858785.000000 Penalty: 3645.785645
	Iteration 18Q: 3 clusters Score -8858785 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 57990 members 
Entering Unmasked Estep 
Score: -8858852.000000 Penalty: 3645.785645
	Iteration 19Q: 3 clusters Score -8858852 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 58533 members 
Entering Unmasked Estep 
Score: -8858915.000000 Penalty: 3645.785645
	Iteration 20F: 3 clusters Score -8858915 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 59102 members 
Entering Unmasked Estep 
Score: -8858979.000000 Penalty: 3645.785645
	Iteration 21Q: 3 clusters Score -8858979 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 59681 members 
Entering Unmasked Estep 
Score: -8859032.000000 Penalty: 3645.785645
	Iteration 22Q: 3 clusters Score -8859032 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 60295 members 
Entering Unmasked Estep 
Score: -8859115.000000 Penalty: 3645.785645
	Iteration 23Q: 3 clusters Score -8859115 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 60922 members 
Entering Unmasked Estep 
Score: -8859227.000000 Penalty: 3645.785645
	Iteration 24Q: 3 clusters Score -8859227 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 61559 members 
Entering Unmasked Estep 
Score: -8859355.000000 Penalty: 3645.785645
	Iteration 25Q: 3 clusters Score -8859355 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 62242 members 
Entering Unmasked Estep 
Score: -8859427.000000 Penalty: 3645.785645
	Iteration 26Q: 3 clusters Score -8859427 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 62934 members 
Entering Unmasked Estep 
Score: -8859555.000000 Penalty: 3645.785645
	Iteration 27Q: 3 clusters Score -8859555 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 63547 members 
Entering Unmasked Estep 
Score: -8859649.000000 Penalty: 3645.785645
	Iteration 28Q: 3 clusters Score -8859649 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 64184 members 
Entering Unmasked Estep 
Score: -8859747.000000 Penalty: 3645.785645
	Iteration 29Q: 3 clusters Score -8859747 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 64784 members 
Entering Unmasked Estep 
Score: -8859850.000000 Penalty: 3645.785645
	Iteration 30Q: 3 clusters Score -8859850 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 65359 members 
Entering Unmasked Estep 
Score: -8860011.000000 Penalty: 3645.785645
	Iteration 31Q: 3 clusters Score -8860011 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 65891 members 
Entering Unmasked Estep 
Score: -8860122.000000 Penalty: 3645.785645
	Iteration 32Q: 3 clusters Score -8860122 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 66428 members 
Entering Unmasked Estep 
Score: -8860264.000000 Penalty: 3645.785645
	Iteration 33Q: 3 clusters Score -8860264 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 66938 members 
Entering Unmasked Estep 
Score: -8860352.000000 Penalty: 3645.785645
	Iteration 34Q: 3 clusters Score -8860352 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 67422 members 
Entering Unmasked Estep 
Score: -8860506.000000 Penalty: 3645.785645
	Iteration 35Q: 3 clusters Score -8860506 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 67897 members 
Entering Unmasked Estep 
Score: -8860671.000000 Penalty: 3645.785645
	Iteration 36Q: 3 clusters Score -8860671 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 68402 members 
Entering Unmasked Estep 
Score: -8860835.000000 Penalty: 3645.785645
	Iteration 37Q: 3 clusters Score -8860835 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 68913 members 
Entering Unmasked Estep 
Score: -8861014.000000 Penalty: 3645.785645
	Iteration 38Q: 3 clusters Score -8861014 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 69443 members 
Entering Unmasked Estep 
Score: -8861307.000000 Penalty: 3645.785645
	Iteration 39Q: 3 clusters Score -8861307 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 69963 members 
Entering Unmasked Estep 
Score: -8861553.000000 Penalty: 3645.785645
	Iteration 40F: 3 clusters Score -8861553 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 70442 members 
Entering Unmasked Estep 
Score: -8861877.000000 Penalty: 3645.785645
	Iteration 41Q: 3 clusters Score -8861877 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 70852 members 
Entering Unmasked Estep 
Score: -8862139.000000 Penalty: 3645.785645
	Iteration 42Q: 3 clusters Score -8862139 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 71209 members 
Entering Unmasked Estep 
Score: -8862395.000000 Penalty: 3645.785645
	Iteration 43Q: 3 clusters Score -8862395 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 71535 members 
Entering Unmasked Estep 
Score: -8862615.000000 Penalty: 3645.785645
	Iteration 44Q: 3 clusters Score -8862615 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 71821 members 
Entering Unmasked Estep 
Score: -8862807.000000 Penalty: 3645.785645
	Iteration 45Q: 3 clusters Score -8862807 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 72069 members 
Entering Unmasked Estep 
Score: -8862950.000000 Penalty: 3645.785645
	Iteration 46Q: 3 clusters Score -8862950 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 72235 members 
Entering Unmasked Estep 
Score: -8863058.000000 Penalty: 3645.785645
	Iteration 47Q: 3 clusters Score -8863058 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 72362 members 
Entering Unmasked Estep 
Score: -8863157.000000 Penalty: 3645.785645
	Iteration 48Q: 3 clusters Score -8863157 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 72471 members 
Entering Unmasked Estep 
Score: -8863200.000000 Penalty: 3645.785645
	Iteration 49Q: 3 clusters Score -8863200 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 72543 members 
Entering Unmasked Estep 
Score: -8863249.000000 Penalty: 3645.785645
	Iteration 50Q: 3 clusters Score -8863249 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 72607 members 
Entering Unmasked Estep 
Score: -8863299.000000 Penalty: 3645.785645
	Iteration 51Q: 3 clusters Score -8863299 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 72664 members 
Entering Unmasked Estep 
Score: -8863319.000000 Penalty: 3645.785645
	Iteration 52Q: 3 clusters Score -8863319 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 72707 members 
Entering Unmasked Estep 
Score: -8863348.000000 Penalty: 3645.785645
	Iteration 53Q: 3 clusters Score -8863348 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 72739 members 
Entering Unmasked Estep 
Score: -8863382.000000 Penalty: 3645.785645
	Iteration 54Q: 3 clusters Score -8863382 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 72768 members 
Entering Unmasked Estep 
Score: -8863393.000000 Penalty: 3645.785645
	Iteration 55Q: 3 clusters Score -8863393 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 72803 members 
Entering Unmasked Estep 
Score: -8863412.000000 Penalty: 3645.785645
	Iteration 56Q: 3 clusters Score -8863412 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 72837 members 
Entering Unmasked Estep 
Score: -8863415.000000 Penalty: 3645.785645
	Iteration 57Q: 3 clusters Score -8863415 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 72857 members 
Entering Unmasked Estep 
Score: -8863431.000000 Penalty: 3645.785645
	Iteration 58Q: 3 clusters Score -8863431 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 72887 members 
Entering Unmasked Estep 
Score: -8863449.000000 Penalty: 3645.785645
	Iteration 59Q: 3 clusters Score -8863449 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 72906 members 
Entering Unmasked Estep 
Score: -8863470.000000 Penalty: 3645.785645
	Iteration 60F: 3 clusters Score -8863470 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 72930 members 
Entering Unmasked Estep 
Score: -8863474.000000 Penalty: 3645.785645
	Iteration 61Q: 3 clusters Score -8863474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 72947 members 
Entering Unmasked Estep 
Score: -8863472.000000 Penalty: 3645.785645
	Iteration 62Q: 3 clusters Score -8863472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 72961 members 
Entering Unmasked Estep 
Score: -8863465.000000 Penalty: 3645.785645
	Iteration 63Q: 3 clusters Score -8863465 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 72980 members 
Entering Unmasked Estep 
Score: -8863482.000000 Penalty: 3645.785645
	Iteration 64Q: 3 clusters Score -8863482 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 72994 members 
Entering Unmasked Estep 
Score: -8863488.000000 Penalty: 3645.785645
	Iteration 65Q: 3 clusters Score -8863488 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 73015 members 
Entering Unmasked Estep 
Score: -8863482.000000 Penalty: 3645.785645
	Iteration 66Q: 3 clusters Score -8863482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 73024 members 
Entering Unmasked Estep 
Score: -8863474.000000 Penalty: 3645.785645
	Iteration 67Q: 3 clusters Score -8863474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 73034 members 
Entering Unmasked Estep 
Score: -8863486.000000 Penalty: 3645.785645
	Iteration 68Q: 3 clusters Score -8863486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 73045 members 
Entering Unmasked Estep 
Score: -8863484.000000 Penalty: 3645.785645
	Iteration 69Q: 3 clusters Score -8863484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 73053 members 
Entering Unmasked Estep 
Score: -8863484.000000 Penalty: 3645.785645
	Iteration 70Q: 3 clusters Score -8863484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 73060 members 
Entering Unmasked Estep 
Score: -8863477.000000 Penalty: 3645.785645
	Iteration 71Q: 3 clusters Score -8863477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 73066 members 
Entering Unmasked Estep 
Score: -8863475.000000 Penalty: 3645.785645
	Iteration 72Q: 3 clusters Score -8863475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 73073 members 
Entering Unmasked Estep 
Score: -8863473.000000 Penalty: 3645.785645
	Iteration 73Q: 3 clusters Score -8863473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 73077 members 
Entering Unmasked Estep 
Score: -8863480.000000 Penalty: 3645.785645
	Iteration 74Q: 3 clusters Score -8863480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 73082 members 
Entering Unmasked Estep 
Score: -8863476.000000 Penalty: 3645.785645
	Iteration 75Q: 3 clusters Score -8863476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 73090 members 
Entering Unmasked Estep 
Score: -8863479.000000 Penalty: 3645.785645
	Iteration 76Q: 3 clusters Score -8863479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 73092 members 
Entering Unmasked Estep 
Score: -8863480.000000 Penalty: 3645.785645
	Iteration 77Q: 3 clusters Score -8863480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 73096 members 
Entering Unmasked Estep 
Score: -8863480.000000 Penalty: 3645.785645
	Iteration 78Q: 3 clusters Score -8863480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 73098 members 
Entering Unmasked Estep 
Score: -8863483.000000 Penalty: 3645.785645
	Iteration 79Q: 3 clusters Score -8863483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 73100 members 
Entering Unmasked Estep 
Score: -8863487.000000 Penalty: 3645.785645
	Iteration 80F: 3 clusters Score -8863487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 73099 members 
Entering Unmasked Estep 
Score: -8863490.000000 Penalty: 3645.785645
	Iteration 81Q: 3 clusters Score -8863490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 73100 members 
Entering Unmasked Estep 
Score: -8863493.000000 Penalty: 3645.785645
	Iteration 82Q: 3 clusters Score -8863493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 73100 members 
Entering Unmasked Estep 
Score: -8863493.000000 Penalty: 3645.785645
	Iteration 83F: 3 clusters Score -8863493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (81189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81189 members 
Entering Unmasked Estep 
Score: -9661548.000000 Penalty: 1836.986938
	Iteration 0F: 2 clusters Score -9661548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 40687 members 
Entering Unmasked Estep 
Score: -9607477.000000 Penalty: 3673.973877
	Iteration 0F: 3 clusters Score -9607477 nChanged 38642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40440 members 
Mstep: Class 2 contains 40749 members 
Entering Unmasked Estep 
Score: -9629921.000000 Penalty: 3673.973877
	Iteration 1F: 3 clusters Score -9629921 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40156 members 
Mstep: Class 2 contains 41033 members 
Entering Unmasked Estep 
Score: -9630659.000000 Penalty: 3673.973877
	Iteration 2Q: 3 clusters Score -9630659 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39756 members 
Mstep: Class 2 contains 41433 members 
Entering Unmasked Estep 
Score: -9631784.000000 Penalty: 3673.973877
	Iteration 3Q: 3 clusters Score -9631784 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39186 members 
Mstep: Class 2 contains 42003 members 
Entering Unmasked Estep 
Score: -9633442.000000 Penalty: 3673.973877
	Iteration 4Q: 3 clusters Score -9633442 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38711 members 
Mstep: Class 2 contains 42478 members 
Entering Unmasked Estep 
Score: -9635460.000000 Penalty: 3673.973877
	Iteration 5Q: 3 clusters Score -9635460 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38359 members 
Mstep: Class 2 contains 42830 members 
Entering Unmasked Estep 
Score: -9638145.000000 Penalty: 3673.973877
	Iteration 6F: 3 clusters Score -9638145 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38361 members 
Mstep: Class 2 contains 42828 members 
Entering Unmasked Estep 
Score: -9641612.000000 Penalty: 3673.973877
	Iteration 7F: 3 clusters Score -9641612 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38640 members 
Mstep: Class 2 contains 42549 members 
Entering Unmasked Estep 
Score: -9645581.000000 Penalty: 3673.973877
	Iteration 8F: 3 clusters Score -9645581 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39109 members 
Mstep: Class 2 contains 42080 members 
Entering Unmasked Estep 
Score: -9648594.000000 Penalty: 3673.973877
	Iteration 9F: 3 clusters Score -9648594 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39444 members 
Mstep: Class 2 contains 41745 members 
Entering Unmasked Estep 
Score: -9649993.000000 Penalty: 3673.973877
	Iteration 10Q: 3 clusters Score -9649993 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39724 members 
Mstep: Class 2 contains 41465 members 
Entering Unmasked Estep 
Score: -9650526.000000 Penalty: 3673.973877
	Iteration 11Q: 3 clusters Score -9650526 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40018 members 
Mstep: Class 2 contains 41171 members 
Entering Unmasked Estep 
Score: -9650743.000000 Penalty: 3673.973877
	Iteration 12Q: 3 clusters Score -9650743 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 40866 members 
Entering Unmasked Estep 
Score: -9650951.000000 Penalty: 3673.973877
	Iteration 13Q: 3 clusters Score -9650951 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40634 members 
Mstep: Class 2 contains 40555 members 
Entering Unmasked Estep 
Score: -9651179.000000 Penalty: 3673.973877
	Iteration 14Q: 3 clusters Score -9651179 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40966 members 
Mstep: Class 2 contains 40223 members 
Entering Unmasked Estep 
Score: -9651368.000000 Penalty: 3673.973877
	Iteration 15Q: 3 clusters Score -9651368 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41334 members 
Mstep: Class 2 contains 39855 members 
Entering Unmasked Estep 
Score: -9651588.000000 Penalty: 3673.973877
	Iteration 16Q: 3 clusters Score -9651588 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41745 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
Score: -9651772.000000 Penalty: 3673.973877
	Iteration 17Q: 3 clusters Score -9651772 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42191 members 
Mstep: Class 2 contains 38998 members 
Entering Unmasked Estep 
Score: -9651991.000000 Penalty: 3673.973877
	Iteration 18Q: 3 clusters Score -9651991 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42686 members 
Mstep: Class 2 contains 38503 members 
Entering Unmasked Estep 
Score: -9652172.000000 Penalty: 3673.973877
	Iteration 19Q: 3 clusters Score -9652172 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 38001 members 
Entering Unmasked Estep 
Score: -9652348.000000 Penalty: 3673.973877
	Iteration 20F: 3 clusters Score -9652348 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43732 members 
Mstep: Class 2 contains 37457 members 
Entering Unmasked Estep 
Score: -9652584.000000 Penalty: 3673.973877
	Iteration 21Q: 3 clusters Score -9652584 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44354 members 
Mstep: Class 2 contains 36835 members 
Entering Unmasked Estep 
Score: -9652781.000000 Penalty: 3673.973877
	Iteration 22Q: 3 clusters Score -9652781 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44997 members 
Mstep: Class 2 contains 36192 members 
Entering Unmasked Estep 
Score: -9652957.000000 Penalty: 3673.973877
	Iteration 23Q: 3 clusters Score -9652957 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45688 members 
Mstep: Class 2 contains 35501 members 
Entering Unmasked Estep 
Score: -9653123.000000 Penalty: 3673.973877
	Iteration 24Q: 3 clusters Score -9653123 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46363 members 
Mstep: Class 2 contains 34826 members 
Entering Unmasked Estep 
Score: -9653323.000000 Penalty: 3673.973877
	Iteration 25Q: 3 clusters Score -9653323 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47052 members 
Mstep: Class 2 contains 34137 members 
Entering Unmasked Estep 
Score: -9653481.000000 Penalty: 3673.973877
	Iteration 26Q: 3 clusters Score -9653481 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47844 members 
Mstep: Class 2 contains 33345 members 
Entering Unmasked Estep 
Score: -9653648.000000 Penalty: 3673.973877
	Iteration 27Q: 3 clusters Score -9653648 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48638 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -9653860.000000 Penalty: 3673.973877
	Iteration 28Q: 3 clusters Score -9653860 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49483 members 
Mstep: Class 2 contains 31706 members 
Entering Unmasked Estep 
Score: -9654037.000000 Penalty: 3673.973877
	Iteration 29Q: 3 clusters Score -9654037 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50352 members 
Mstep: Class 2 contains 30837 members 
Entering Unmasked Estep 
Score: -9654229.000000 Penalty: 3673.973877
	Iteration 30Q: 3 clusters Score -9654229 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51221 members 
Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
Score: -9654490.000000 Penalty: 3673.973877
	Iteration 31Q: 3 clusters Score -9654490 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52092 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -9654690.000000 Penalty: 3673.973877
	Iteration 32Q: 3 clusters Score -9654690 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52968 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -9654899.000000 Penalty: 3673.973877
	Iteration 33Q: 3 clusters Score -9654899 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53865 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -9655085.000000 Penalty: 3673.973877
	Iteration 34Q: 3 clusters Score -9655085 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54746 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -9655246.000000 Penalty: 3673.973877
	Iteration 35Q: 3 clusters Score -9655246 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55595 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -9655416.000000 Penalty: 3673.973877
	Iteration 36Q: 3 clusters Score -9655416 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56457 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -9655624.000000 Penalty: 3673.973877
	Iteration 37Q: 3 clusters Score -9655624 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57342 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -9655870.000000 Penalty: 3673.973877
	Iteration 38Q: 3 clusters Score -9655870 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58203 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -9656036.000000 Penalty: 3673.973877
	Iteration 39Q: 3 clusters Score -9656036 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59114 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -9656241.000000 Penalty: 3673.973877
	Iteration 40F: 3 clusters Score -9656241 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60055 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -9656530.000000 Penalty: 3673.973877
	Iteration 41Q: 3 clusters Score -9656530 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61001 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -9656766.000000 Penalty: 3673.973877
	Iteration 42Q: 3 clusters Score -9656766 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61952 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -9656956.000000 Penalty: 3673.973877
	Iteration 43Q: 3 clusters Score -9656956 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62846 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -9657144.000000 Penalty: 3673.973877
	Iteration 44Q: 3 clusters Score -9657144 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63773 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -9657405.000000 Penalty: 3673.973877
	Iteration 45Q: 3 clusters Score -9657405 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64750 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -9657636.000000 Penalty: 3673.973877
	Iteration 46Q: 3 clusters Score -9657636 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65687 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -9657937.000000 Penalty: 3673.973877
	Iteration 47Q: 3 clusters Score -9657937 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66589 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -9658141.000000 Penalty: 3673.973877
	Iteration 48Q: 3 clusters Score -9658141 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67436 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -9658391.000000 Penalty: 3673.973877
	Iteration 49Q: 3 clusters Score -9658391 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68272 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -9658554.000000 Penalty: 3673.973877
	Iteration 50Q: 3 clusters Score -9658554 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69058 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -9658818.000000 Penalty: 3673.973877
	Iteration 51Q: 3 clusters Score -9658818 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69817 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -9659035.000000 Penalty: 3673.973877
	Iteration 52Q: 3 clusters Score -9659035 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70546 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -9659214.000000 Penalty: 3673.973877
	Iteration 53Q: 3 clusters Score -9659214 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71234 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -9659367.000000 Penalty: 3673.973877
	Iteration 54Q: 3 clusters Score -9659367 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71858 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -9659563.000000 Penalty: 3673.973877
	Iteration 55Q: 3 clusters Score -9659563 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72462 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -9659780.000000 Penalty: 3673.973877
	Iteration 56Q: 3 clusters Score -9659780 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73015 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -9659914.000000 Penalty: 3673.973877
	Iteration 57Q: 3 clusters Score -9659914 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73518 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -9660026.000000 Penalty: 3673.973877
	Iteration 58Q: 3 clusters Score -9660026 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73935 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -9660138.000000 Penalty: 3673.973877
	Iteration 59Q: 3 clusters Score -9660138 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74334 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -9660201.000000 Penalty: 3673.973877
	Iteration 60F: 3 clusters Score -9660201 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74739 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -9660306.000000 Penalty: 3673.973877
	Iteration 61Q: 3 clusters Score -9660306 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75096 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -9660404.000000 Penalty: 3673.973877
	Iteration 62Q: 3 clusters Score -9660404 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75413 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -9660472.000000 Penalty: 3673.973877
	Iteration 63Q: 3 clusters Score -9660472 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75680 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -9660471.000000 Penalty: 3673.973877
	Iteration 64Q: 3 clusters Score -9660471 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75912 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -9660486.000000 Penalty: 3673.973877
	Iteration 65Q: 3 clusters Score -9660486 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76135 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -9660567.000000 Penalty: 3673.973877
	Iteration 66Q: 3 clusters Score -9660567 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76337 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -9660579.000000 Penalty: 3673.973877
	Iteration 67Q: 3 clusters Score -9660579 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76518 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -9660633.000000 Penalty: 3673.973877
	Iteration 68Q: 3 clusters Score -9660633 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76678 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -9660624.000000 Penalty: 3673.973877
	Iteration 69Q: 3 clusters Score -9660624 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76834 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -9660664.000000 Penalty: 3673.973877
	Iteration 70Q: 3 clusters Score -9660664 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76982 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -9660693.000000 Penalty: 3673.973877
	Iteration 71Q: 3 clusters Score -9660693 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77114 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -9660694.000000 Penalty: 3673.973877
	Iteration 72Q: 3 clusters Score -9660694 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77217 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -9660691.000000 Penalty: 3673.973877
	Iteration 73Q: 3 clusters Score -9660691 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77321 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -9660705.000000 Penalty: 3673.973877
	Iteration 74Q: 3 clusters Score -9660705 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77423 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -9660732.000000 Penalty: 3673.973877
	Iteration 75Q: 3 clusters Score -9660732 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77507 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -9660757.000000 Penalty: 3673.973877
	Iteration 76Q: 3 clusters Score -9660757 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77601 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -9660781.000000 Penalty: 3673.973877
	Iteration 77Q: 3 clusters Score -9660781 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77675 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -9660793.000000 Penalty: 3673.973877
	Iteration 78Q: 3 clusters Score -9660793 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77745 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -9660784.000000 Penalty: 3673.973877
	Iteration 79Q: 3 clusters Score -9660784 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77808 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -9660782.000000 Penalty: 3673.973877
	Iteration 80F: 3 clusters Score -9660782 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77874 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -9660788.000000 Penalty: 3673.973877
	Iteration 81Q: 3 clusters Score -9660788 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77935 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -9660797.000000 Penalty: 3673.973877
	Iteration 82Q: 3 clusters Score -9660797 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77989 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -9660814.000000 Penalty: 3673.973877
	Iteration 83Q: 3 clusters Score -9660814 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78045 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -9660818.000000 Penalty: 3673.973877
	Iteration 84Q: 3 clusters Score -9660818 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78093 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -9660835.000000 Penalty: 3673.973877
	Iteration 85Q: 3 clusters Score -9660835 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78137 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -9660829.000000 Penalty: 3673.973877
	Iteration 86Q: 3 clusters Score -9660829 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78169 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -9660842.000000 Penalty: 3673.973877
	Iteration 87Q: 3 clusters Score -9660842 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78202 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -9660852.000000 Penalty: 3673.973877
	Iteration 88Q: 3 clusters Score -9660852 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78232 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -9660850.000000 Penalty: 3673.973877
	Iteration 89Q: 3 clusters Score -9660850 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78257 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -9660853.000000 Penalty: 3673.973877
	Iteration 90Q: 3 clusters Score -9660853 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78274 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -9660845.000000 Penalty: 3673.973877
	Iteration 91Q: 3 clusters Score -9660845 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78293 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -9660838.000000 Penalty: 3673.973877
	Iteration 92Q: 3 clusters Score -9660838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78313 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -9660837.000000 Penalty: 3673.973877
	Iteration 93Q: 3 clusters Score -9660837 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78327 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -9660836.000000 Penalty: 3673.973877
	Iteration 94Q: 3 clusters Score -9660836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78337 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -9660834.000000 Penalty: 3673.973877
	Iteration 95Q: 3 clusters Score -9660834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78343 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -9660845.000000 Penalty: 3673.973877
	Iteration 96Q: 3 clusters Score -9660845 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78355 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -9660837.000000 Penalty: 3673.973877
	Iteration 97Q: 3 clusters Score -9660837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78366 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -9660837.000000 Penalty: 3673.973877
	Iteration 98Q: 3 clusters Score -9660837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78374 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -9660830.000000 Penalty: 3673.973877
	Iteration 99Q: 3 clusters Score -9660830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78378 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -9660826.000000 Penalty: 3673.973877
	Iteration 100F: 3 clusters Score -9660826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78381 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -9660836.000000 Penalty: 3673.973877
	Iteration 101Q: 3 clusters Score -9660836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78385 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -9660841.000000 Penalty: 3673.973877
	Iteration 102Q: 3 clusters Score -9660841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78389 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -9660841.000000 Penalty: 3673.973877
	Iteration 103Q: 3 clusters Score -9660841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78397 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -9660851.000000 Penalty: 3673.973877
	Iteration 104Q: 3 clusters Score -9660851 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78407 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -9660843.000000 Penalty: 3673.973877
	Iteration 105Q: 3 clusters Score -9660843 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78418 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -9660849.000000 Penalty: 3673.973877
	Iteration 106Q: 3 clusters Score -9660849 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78430 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -9660833.000000 Penalty: 3673.973877
	Iteration 107Q: 3 clusters Score -9660833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78435 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -9660838.000000 Penalty: 3673.973877
	Iteration 108Q: 3 clusters Score -9660838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78438 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -9660839.000000 Penalty: 3673.973877
	Iteration 109Q: 3 clusters Score -9660839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78445 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -9660834.000000 Penalty: 3673.973877
	Iteration 110Q: 3 clusters Score -9660834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78453 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -9660835.000000 Penalty: 3673.973877
	Iteration 111Q: 3 clusters Score -9660835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78458 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -9660835.000000 Penalty: 3673.973877
	Iteration 112Q: 3 clusters Score -9660835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78460 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -9660842.000000 Penalty: 3673.973877
	Iteration 113Q: 3 clusters Score -9660842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78464 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -9660849.000000 Penalty: 3673.973877
	Iteration 114Q: 3 clusters Score -9660849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78467 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -9660848.000000 Penalty: 3673.973877
	Iteration 115Q: 3 clusters Score -9660848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78467 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -9660848.000000 Penalty: 3673.973877
	Iteration 116F: 3 clusters Score -9660848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (77584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77584 members 
Entering Unmasked Estep 
Score: -8786858.000000 Penalty: 1829.606323
	Iteration 0F: 2 clusters Score -8786858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38774 members 
Mstep: Class 2 contains 38810 members 
Entering Unmasked Estep 
Score: -8734931.000000 Penalty: 3659.212646
	Iteration 0F: 3 clusters Score -8734931 nChanged 36849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38087 members 
Mstep: Class 2 contains 39497 members 
Entering Unmasked Estep 
Score: -8756374.000000 Penalty: 3659.212646
	Iteration 1F: 3 clusters Score -8756374 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 39875 members 
Entering Unmasked Estep 
Score: -8757226.000000 Penalty: 3659.212646
	Iteration 2Q: 3 clusters Score -8757226 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37127 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -8758465.000000 Penalty: 3659.212646
	Iteration 3Q: 3 clusters Score -8758465 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36458 members 
Mstep: Class 2 contains 41126 members 
Entering Unmasked Estep 
Score: -8760068.000000 Penalty: 3659.212646
	Iteration 4Q: 3 clusters Score -8760068 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35578 members 
Mstep: Class 2 contains 42006 members 
Entering Unmasked Estep 
Score: -8762471.000000 Penalty: 3659.212646
	Iteration 5F: 3 clusters Score -8762471 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34575 members 
Mstep: Class 2 contains 43009 members 
Entering Unmasked Estep 
Score: -8765788.000000 Penalty: 3659.212646
	Iteration 6F: 3 clusters Score -8765788 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33600 members 
Mstep: Class 2 contains 43984 members 
Entering Unmasked Estep 
Score: -8769485.000000 Penalty: 3659.212646
	Iteration 7F: 3 clusters Score -8769485 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 44766 members 
Entering Unmasked Estep 
Score: -8772685.000000 Penalty: 3659.212646
	Iteration 8F: 3 clusters Score -8772685 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32182 members 
Mstep: Class 2 contains 45402 members 
Entering Unmasked Estep 
Score: -8774503.000000 Penalty: 3659.212646
	Iteration 9Q: 3 clusters Score -8774503 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 46039 members 
Entering Unmasked Estep 
Score: -8775258.000000 Penalty: 3659.212646
	Iteration 10Q: 3 clusters Score -8775258 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 46639 members 
Entering Unmasked Estep 
Score: -8775505.000000 Penalty: 3659.212646
	Iteration 11Q: 3 clusters Score -8775505 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30329 members 
Mstep: Class 2 contains 47255 members 
Entering Unmasked Estep 
Score: -8775699.000000 Penalty: 3659.212646
	Iteration 12Q: 3 clusters Score -8775699 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29737 members 
Mstep: Class 2 contains 47847 members 
Entering Unmasked Estep 
Score: -8775803.000000 Penalty: 3659.212646
	Iteration 13Q: 3 clusters Score -8775803 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 48442 members 
Entering Unmasked Estep 
Score: -8775935.000000 Penalty: 3659.212646
	Iteration 14Q: 3 clusters Score -8775935 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 49087 members 
Entering Unmasked Estep 
Score: -8776103.000000 Penalty: 3659.212646
	Iteration 15Q: 3 clusters Score -8776103 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 49776 members 
Entering Unmasked Estep 
Score: -8776219.000000 Penalty: 3659.212646
	Iteration 16Q: 3 clusters Score -8776219 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 50482 members 
Entering Unmasked Estep 
Score: -8776323.000000 Penalty: 3659.212646
	Iteration 17Q: 3 clusters Score -8776323 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26399 members 
Mstep: Class 2 contains 51185 members 
Entering Unmasked Estep 
Score: -8776452.000000 Penalty: 3659.212646
	Iteration 18Q: 3 clusters Score -8776452 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 51938 members 
Entering Unmasked Estep 
Score: -8776602.000000 Penalty: 3659.212646
	Iteration 19Q: 3 clusters Score -8776602 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 52693 members 
Entering Unmasked Estep 
Score: -8776723.000000 Penalty: 3659.212646
	Iteration 20F: 3 clusters Score -8776723 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 53469 members 
Entering Unmasked Estep 
Score: -8776887.000000 Penalty: 3659.212646
	Iteration 21Q: 3 clusters Score -8776887 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 54256 members 
Entering Unmasked Estep 
Score: -8777033.000000 Penalty: 3659.212646
	Iteration 22Q: 3 clusters Score -8777033 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 55030 members 
Entering Unmasked Estep 
Score: -8777197.000000 Penalty: 3659.212646
	Iteration 23Q: 3 clusters Score -8777197 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 55896 members 
Entering Unmasked Estep 
Score: -8777384.000000 Penalty: 3659.212646
	Iteration 24Q: 3 clusters Score -8777384 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 56772 members 
Entering Unmasked Estep 
Score: -8777635.000000 Penalty: 3659.212646
	Iteration 25Q: 3 clusters Score -8777635 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 57733 members 
Entering Unmasked Estep 
Score: -8777894.000000 Penalty: 3659.212646
	Iteration 26Q: 3 clusters Score -8777894 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 58705 members 
Entering Unmasked Estep 
Score: -8778162.000000 Penalty: 3659.212646
	Iteration 27Q: 3 clusters Score -8778162 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 59671 members 
Entering Unmasked Estep 
Score: -8778473.000000 Penalty: 3659.212646
	Iteration 28Q: 3 clusters Score -8778473 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 60669 members 
Entering Unmasked Estep 
Score: -8778785.000000 Penalty: 3659.212646
	Iteration 29Q: 3 clusters Score -8778785 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 61664 members 
Entering Unmasked Estep 
Score: -8779164.000000 Penalty: 3659.212646
	Iteration 30Q: 3 clusters Score -8779164 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 62667 members 
Entering Unmasked Estep 
Score: -8779507.000000 Penalty: 3659.212646
	Iteration 31Q: 3 clusters Score -8779507 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 63648 members 
Entering Unmasked Estep 
Score: -8779891.000000 Penalty: 3659.212646
	Iteration 32Q: 3 clusters Score -8779891 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 64641 members 
Entering Unmasked Estep 
Score: -8780361.000000 Penalty: 3659.212646
	Iteration 33Q: 3 clusters Score -8780361 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 65585 members 
Entering Unmasked Estep 
Score: -8780821.000000 Penalty: 3659.212646
	Iteration 34Q: 3 clusters Score -8780821 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 66498 members 
Entering Unmasked Estep 
Score: -8781260.000000 Penalty: 3659.212646
	Iteration 35Q: 3 clusters Score -8781260 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 67368 members 
Entering Unmasked Estep 
Score: -8781711.000000 Penalty: 3659.212646
	Iteration 36Q: 3 clusters Score -8781711 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 68110 members 
Entering Unmasked Estep 
Score: -8782121.000000 Penalty: 3659.212646
	Iteration 37Q: 3 clusters Score -8782121 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 68792 members 
Entering Unmasked Estep 
Score: -8782481.000000 Penalty: 3659.212646
	Iteration 38Q: 3 clusters Score -8782481 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 69454 members 
Entering Unmasked Estep 
Score: -8782787.000000 Penalty: 3659.212646
	Iteration 39Q: 3 clusters Score -8782787 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 70007 members 
Entering Unmasked Estep 
Score: -8783090.000000 Penalty: 3659.212646
	Iteration 40F: 3 clusters Score -8783090 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 70526 members 
Entering Unmasked Estep 
Score: -8783340.000000 Penalty: 3659.212646
	Iteration 41Q: 3 clusters Score -8783340 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 70977 members 
Entering Unmasked Estep 
Score: -8783574.000000 Penalty: 3659.212646
	Iteration 42Q: 3 clusters Score -8783574 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 71356 members 
Entering Unmasked Estep 
Score: -8783715.000000 Penalty: 3659.212646
	Iteration 43Q: 3 clusters Score -8783715 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 71693 members 
Entering Unmasked Estep 
Score: -8783832.000000 Penalty: 3659.212646
	Iteration 44Q: 3 clusters Score -8783832 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 71984 members 
Entering Unmasked Estep 
Score: -8783923.000000 Penalty: 3659.212646
	Iteration 45Q: 3 clusters Score -8783923 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 72257 members 
Entering Unmasked Estep 
Score: -8784046.000000 Penalty: 3659.212646
	Iteration 46Q: 3 clusters Score -8784046 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 72504 members 
Entering Unmasked Estep 
Score: -8784136.000000 Penalty: 3659.212646
	Iteration 47Q: 3 clusters Score -8784136 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 72732 members 
Entering Unmasked Estep 
Score: -8784175.000000 Penalty: 3659.212646
	Iteration 48Q: 3 clusters Score -8784175 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 72945 members 
Entering Unmasked Estep 
Score: -8784228.000000 Penalty: 3659.212646
	Iteration 49Q: 3 clusters Score -8784228 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 73148 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 73351 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 73547 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8784405 nChanged 171
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 73718 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8784462 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 73868 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8784492 nChanged 149
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 74017 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8784539 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 74165 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8784599 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 74330 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 74466 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8784685 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 74591 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8784702 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 74713 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8784734 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 74830 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8784791 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 74939 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8784808 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 75033 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8784848 nChanged 86
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Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 75119 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8784849 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 75192 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8784882 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 75258 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8784903 nChanged 72
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Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 75330 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8784919 nChanged 65
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Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 75395 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8784943 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 75446 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8784953 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 75498 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8784976 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 75552 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8784988 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 75602 members 
Entering Unmasked Estep 
Score: -8785003.000000 Penalty: 3659.212646
	Iteration 72Q: 3 clusters Score -8785003 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 75647 members 
Entering Unmasked Estep 
Score: -8785006.000000 Penalty: 3659.212646
	Iteration 73Q: 3 clusters Score -8785006 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 75684 members 
Entering Unmasked Estep 
Score: -8785013.000000 Penalty: 3659.212646
	Iteration 74Q: 3 clusters Score -8785013 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 75714 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8785038 nChanged 30
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Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 75744 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8785052 nChanged 32
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Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 75774 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8785041 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 75796 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8785034 nChanged 34
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Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 75824 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8785035 nChanged 37
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Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 75861 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8785061 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 75900 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8785072 nChanged 38
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Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 75938 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8785080 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 75969 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8785084 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 76001 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8785095 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 76032 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8785107 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 76059 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8785117 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 76086 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8785125 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 76108 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8785127 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 76133 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8785126 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 76157 members 
Entering Unmasked Estep 
Score: -8785132.000000 Penalty: 3659.212646
	Iteration 90Q: 3 clusters Score -8785132 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 76182 members 
Entering Unmasked Estep 
Score: -8785148.000000 Penalty: 3659.212646
	Iteration 91Q: 3 clusters Score -8785148 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 76203 members 
Entering Unmasked Estep 
Score: -8785137.000000 Penalty: 3659.212646
	Iteration 92Q: 3 clusters Score -8785137 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 76218 members 
Entering Unmasked Estep 
Score: -8785144.000000 Penalty: 3659.212646
	Iteration 93Q: 3 clusters Score -8785144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 76231 members 
Entering Unmasked Estep 
Score: -8785142.000000 Penalty: 3659.212646
	Iteration 94Q: 3 clusters Score -8785142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 76240 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8785148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 76246 members 
Entering Unmasked Estep 
Score: -8785150.000000 Penalty: 3659.212646
	Iteration 96Q: 3 clusters Score -8785150 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 76251 members 
Entering Unmasked Estep 
Score: -8785155.000000 Penalty: 3659.212646
	Iteration 97Q: 3 clusters Score -8785155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 76256 members 
Entering Unmasked Estep 
Score: -8785153.000000 Penalty: 3659.212646
	Iteration 98Q: 3 clusters Score -8785153 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 76260 members 
Entering Unmasked Estep 
Score: -8785143.000000 Penalty: 3659.212646
	Iteration 99Q: 3 clusters Score -8785143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 76265 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8785137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 76273 members 
Entering Unmasked Estep 
Score: -8785135.000000 Penalty: 3659.212646
	Iteration 101Q: 3 clusters Score -8785135 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 76281 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8785156 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 76287 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8785150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 76294 members 
Entering Unmasked Estep 
Score: -8785152.000000 Penalty: 3659.212646
	Iteration 104Q: 3 clusters Score -8785152 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 76302 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8785154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 76314 members 
Entering Unmasked Estep 
Score: -8785166.000000 Penalty: 3659.212646
	Iteration 106Q: 3 clusters Score -8785166 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 76321 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8785166 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 76328 members 
Entering Unmasked Estep 
Score: -8785169.000000 Penalty: 3659.212646
	Iteration 108Q: 3 clusters Score -8785169 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 76334 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8785166 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 76342 members 
Entering Unmasked Estep 
Score: -8785168.000000 Penalty: 3659.212646
	Iteration 110Q: 3 clusters Score -8785168 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 76353 members 
Entering Unmasked Estep 
Score: -8785175.000000 Penalty: 3659.212646
	Iteration 111Q: 3 clusters Score -8785175 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 76363 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8785173 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 76369 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8785167 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 76377 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8785173 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 76387 members 
Entering Unmasked Estep 
Score: -8785178.000000 Penalty: 3659.212646
	Iteration 115Q: 3 clusters Score -8785178 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 76396 members 
Entering Unmasked Estep 
Score: -8785170.000000 Penalty: 3659.212646
	Iteration 116Q: 3 clusters Score -8785170 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 76405 members 
Entering Unmasked Estep 
Score: -8785185.000000 Penalty: 3659.212646
	Iteration 117Q: 3 clusters Score -8785185 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 76417 members 
Entering Unmasked Estep 
Score: -8785191.000000 Penalty: 3659.212646
	Iteration 118Q: 3 clusters Score -8785191 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 76436 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8785206 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 76450 members 
Entering Unmasked Estep 
Score: -8785214.000000 Penalty: 3659.212646
	Iteration 120F: 3 clusters Score -8785214 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 76464 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8785216 nChanged 10
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Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 76474 members 
Entering Unmasked Estep 
Score: -8785221.000000 Penalty: 3659.212646
	Iteration 122Q: 3 clusters Score -8785221 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 76480 members 
Entering Unmasked Estep 
Score: -8785231.000000 Penalty: 3659.212646
	Iteration 123Q: 3 clusters Score -8785231 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 76486 members 
Entering Unmasked Estep 
Score: -8785229.000000 Penalty: 3659.212646
	Iteration 124Q: 3 clusters Score -8785229 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 76494 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -8785232 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 76503 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -8785238 nChanged 13
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Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 76514 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8785232 nChanged 14
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Mstep: Class 2 contains 76528 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -8785233 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 76533 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8785238 nChanged 9
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -8785235 nChanged 9
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -8785236 nChanged 12
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -8785254 nChanged 13
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Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 76562 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -8785257 nChanged 15
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Mstep: Class 1 contains 1011 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -8785270 nChanged 9
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -8785274 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 996 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8785269 nChanged 10
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Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 76598 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -8785277 nChanged 9
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Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 76607 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -8785286 nChanged 7
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Mstep: Class 2 contains 76614 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -8785286 nChanged 2
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Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 76616 members 
Entering Unmasked Estep 
Score: -8785285.000000 Penalty: 3659.212646
	Iteration 140F: 3 clusters Score -8785285 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8785288.000000 Penalty: 3659.212646
	Iteration 141Q: 3 clusters Score -8785288 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 76620 members 
Entering Unmasked Estep 
Score: -8785289.000000 Penalty: 3659.212646
	Iteration 142Q: 3 clusters Score -8785289 nChanged 6
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Mstep: Class 1 contains 960 members 
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Entering Unmasked Estep 
Score: -8785295.000000 Penalty: 3659.212646
	Iteration 143Q: 3 clusters Score -8785295 nChanged 3
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Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 76627 members 
Entering Unmasked Estep 
Score: -8785289.000000 Penalty: 3659.212646
	Iteration 144Q: 3 clusters Score -8785289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 76634 members 
Entering Unmasked Estep 
Score: -8785296.000000 Penalty: 3659.212646
	Iteration 145Q: 3 clusters Score -8785296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 76637 members 
Entering Unmasked Estep 
Score: -8785300.000000 Penalty: 3659.212646
	Iteration 146Q: 3 clusters Score -8785300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 76638 members 
Entering Unmasked Estep 
Score: -8785298.000000 Penalty: 3659.212646
	Iteration 147Q: 3 clusters Score -8785298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 76640 members 
Entering Unmasked Estep 
Score: -8785290.000000 Penalty: 3659.212646
	Iteration 148Q: 3 clusters Score -8785290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 76642 members 
Entering Unmasked Estep 
Score: -8785283.000000 Penalty: 3659.212646
	Iteration 149Q: 3 clusters Score -8785283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 76642 members 
Entering Unmasked Estep 
Score: -8785283.000000 Penalty: 3659.212646
	Iteration 150F: 3 clusters Score -8785283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -726267.062500 Penalty: 1418.632202
	Iteration 0F: 2 clusters Score -726267.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -721518.187500 Penalty: 2837.264404
	Iteration 0F: 3 clusters Score -721518.2 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -722861.875000 Penalty: 2837.264404
	Iteration 1F: 3 clusters Score -722861.9 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -723073.125000 Penalty: 2837.264404
	Iteration 2F: 3 clusters Score -723073.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -723265.312500 Penalty: 2837.264404
	Iteration 3F: 3 clusters Score -723265.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -723441.937500 Penalty: 2837.264404
	Iteration 4Q: 3 clusters Score -723441.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -723621.625000 Penalty: 2837.264404
	Iteration 5Q: 3 clusters Score -723621.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -723858.250000 Penalty: 2837.264404
	Iteration 6Q: 3 clusters Score -723858.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -724123.250000 Penalty: 2837.264404
	Iteration 7F: 3 clusters Score -724123.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -724396.250000 Penalty: 2837.264404
	Iteration 8F: 3 clusters Score -724396.2 nChanged 285
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: -724669.375000 Penalty: 2837.264404
	Iteration 9Q: 3 clusters Score -724669.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -724935.500000 Penalty: 2837.264404
	Iteration 10Q: 3 clusters Score -724935.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -725138.500000 Penalty: 2837.264404
	Iteration 11Q: 3 clusters Score -725138.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -725274.875000 Penalty: 2837.264404
	Iteration 12Q: 3 clusters Score -725274.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -725353.562500 Penalty: 2837.264404
	Iteration 13Q: 3 clusters Score -725353.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -725399.375000 Penalty: 2837.264404
	Iteration 14Q: 3 clusters Score -725399.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -725426.000000 Penalty: 2837.264404
	Iteration 15Q: 3 clusters Score -725426 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -725454.375000 Penalty: 2837.264404
	Iteration 16Q: 3 clusters Score -725454.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -725477.750000 Penalty: 2837.264404
	Iteration 17Q: 3 clusters Score -725477.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -725493.437500 Penalty: 2837.264404
	Iteration 18Q: 3 clusters Score -725493.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -725509.687500 Penalty: 2837.264404
	Iteration 19Q: 3 clusters Score -725509.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -725518.125000 Penalty: 2837.264404
	Iteration 20F: 3 clusters Score -725518.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -725526.750000 Penalty: 2837.264404
	Iteration 21Q: 3 clusters Score -725526.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -725533.500000 Penalty: 2837.264404
	Iteration 22Q: 3 clusters Score -725533.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -725536.875000 Penalty: 2837.264404
	Iteration 23Q: 3 clusters Score -725536.9 nChanged 11
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: -725541.000000 Penalty: 2837.264404
	Iteration 24Q: 3 clusters Score -725541 nChanged 7
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: -725542.625000 Penalty: 2837.264404
	Iteration 25Q: 3 clusters Score -725542.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -725544.937500 Penalty: 2837.264404
	Iteration 26Q: 3 clusters Score -725544.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -725546.062500 Penalty: 2837.264404
	Iteration 27Q: 3 clusters Score -725546.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -725547.250000 Penalty: 2837.264404
	Iteration 28Q: 3 clusters Score -725547.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -725546.062500 Penalty: 2837.264404
	Iteration 29Q: 3 clusters Score -725546.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -725547.375000 Penalty: 2837.264404
	Iteration 30Q: 3 clusters Score -725547.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -725546.812500 Penalty: 2837.264404
	Iteration 31Q: 3 clusters Score -725546.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -725546.812500 Penalty: 2837.264404
	Iteration 32F: 3 clusters Score -725546.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (90615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90615 members 
Entering Unmasked Estep 
Score: -10769465.000000 Penalty: 1854.835938
	Iteration 0F: 2 clusters Score -1.076946e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45355 members 
Mstep: Class 2 contains 45260 members 
Entering Unmasked Estep 
Score: -10710146.000000 Penalty: 3709.671875
	Iteration 0F: 3 clusters Score -1.071015e+07 nChanged 43073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45896 members 
Mstep: Class 2 contains 44719 members 
Entering Unmasked Estep 
Score: -10734589.000000 Penalty: 3709.671875
	Iteration 1F: 3 clusters Score -1.073459e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46237 members 
Mstep: Class 2 contains 44378 members 
Entering Unmasked Estep 
Score: -10735034.000000 Penalty: 3709.671875
	Iteration 2Q: 3 clusters Score -1.073503e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46883 members 
Mstep: Class 2 contains 43732 members 
Entering Unmasked Estep 
Score: -10735627.000000 Penalty: 3709.671875
	Iteration 3Q: 3 clusters Score -1.073563e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47771 members 
Mstep: Class 2 contains 42844 members 
Entering Unmasked Estep 
Score: -10736316.000000 Penalty: 3709.671875
	Iteration 4Q: 3 clusters Score -1.073632e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49168 members 
Mstep: Class 2 contains 41447 members 
Entering Unmasked Estep 
Score: -10737220.000000 Penalty: 3709.671875
	Iteration 5Q: 3 clusters Score -1.073722e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51181 members 
Mstep: Class 2 contains 39434 members 
Entering Unmasked Estep 
Score: -10738715.000000 Penalty: 3709.671875
	Iteration 6Q: 3 clusters Score -1.073872e+07 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54069 members 
Mstep: Class 2 contains 36546 members 
Entering Unmasked Estep 
Score: -10741236.000000 Penalty: 3709.671875
	Iteration 7Q: 3 clusters Score -1.074124e+07 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57681 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -10745267.000000 Penalty: 3709.671875
	Iteration 8F: 3 clusters Score -1.074527e+07 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61503 members 
Mstep: Class 2 contains 29112 members 
Entering Unmasked Estep 
Score: -10750700.000000 Penalty: 3709.671875
	Iteration 9F: 3 clusters Score -1.07507e+07 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64430 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -10755549.000000 Penalty: 3709.671875
	Iteration 10F: 3 clusters Score -1.075555e+07 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66495 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -10758649.000000 Penalty: 3709.671875
	Iteration 11Q: 3 clusters Score -1.075865e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68280 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -10760612.000000 Penalty: 3709.671875
	Iteration 12Q: 3 clusters Score -1.076061e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69853 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -10762056.000000 Penalty: 3709.671875
	Iteration 13Q: 3 clusters Score -1.076206e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71136 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -10763227.000000 Penalty: 3709.671875
	Iteration 14Q: 3 clusters Score -1.076323e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72312 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -10764081.000000 Penalty: 3709.671875
	Iteration 15Q: 3 clusters Score -1.076408e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73362 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -10764894.000000 Penalty: 3709.671875
	Iteration 16Q: 3 clusters Score -1.076489e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74338 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -10765405.000000 Penalty: 3709.671875
	Iteration 17Q: 3 clusters Score -1.07654e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75225 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -10765669.000000 Penalty: 3709.671875
	Iteration 18Q: 3 clusters Score -1.076567e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76156 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -10765785.000000 Penalty: 3709.671875
	Iteration 19Q: 3 clusters Score -1.076578e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77292 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -10765928.000000 Penalty: 3709.671875
	Iteration 20F: 3 clusters Score -1.076593e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78426 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -10766296.000000 Penalty: 3709.671875
	Iteration 21Q: 3 clusters Score -1.07663e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79294 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -10766551.000000 Penalty: 3709.671875
	Iteration 22Q: 3 clusters Score -1.076655e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80035 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -10766839.000000 Penalty: 3709.671875
	Iteration 23Q: 3 clusters Score -1.076684e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80673 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -10766999.000000 Penalty: 3709.671875
	Iteration 24Q: 3 clusters Score -1.0767e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81013 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -10767115.000000 Penalty: 3709.671875
	Iteration 25Q: 3 clusters Score -1.076712e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81341 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -10767193.000000 Penalty: 3709.671875
	Iteration 26Q: 3 clusters Score -1.076719e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81481 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -10767286.000000 Penalty: 3709.671875
	Iteration 27Q: 3 clusters Score -1.076729e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81671 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -10767346.000000 Penalty: 3709.671875
	Iteration 28Q: 3 clusters Score -1.076735e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81739 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -10767370.000000 Penalty: 3709.671875
	Iteration 29Q: 3 clusters Score -1.076737e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81791 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -10767358.000000 Penalty: 3709.671875
	Iteration 30Q: 3 clusters Score -1.076736e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81779 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -10767372.000000 Penalty: 3709.671875
	Iteration 31Q: 3 clusters Score -1.076737e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81835 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -10767404.000000 Penalty: 3709.671875
	Iteration 32Q: 3 clusters Score -1.07674e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82008 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -10767411.000000 Penalty: 3709.671875
	Iteration 33Q: 3 clusters Score -1.076741e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81986 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -10767480.000000 Penalty: 3709.671875
	Iteration 34Q: 3 clusters Score -1.076748e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82138 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -10767500.000000 Penalty: 3709.671875
	Iteration 35Q: 3 clusters Score -1.07675e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82190 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -10767492.000000 Penalty: 3709.671875
	Iteration 36Q: 3 clusters Score -1.076749e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82175 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -10767508.000000 Penalty: 3709.671875
	Iteration 37Q: 3 clusters Score -1.076751e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82203 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -10767504.000000 Penalty: 3709.671875
	Iteration 38Q: 3 clusters Score -1.07675e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82239 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -10767506.000000 Penalty: 3709.671875
	Iteration 39Q: 3 clusters Score -1.076751e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82226 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -10767514.000000 Penalty: 3709.671875
	Iteration 40F: 3 clusters Score -1.076751e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82146 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -10767504.000000 Penalty: 3709.671875
	Iteration 41Q: 3 clusters Score -1.07675e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82123 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -10767502.000000 Penalty: 3709.671875
	Iteration 42Q: 3 clusters Score -1.07675e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82104 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -10767534.000000 Penalty: 3709.671875
	Iteration 43Q: 3 clusters Score -1.076753e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82184 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -10767541.000000 Penalty: 3709.671875
	Iteration 44Q: 3 clusters Score -1.076754e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82230 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -10767506.000000 Penalty: 3709.671875
	Iteration 45Q: 3 clusters Score -1.076751e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82101 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -10767542.000000 Penalty: 3709.671875
	Iteration 46Q: 3 clusters Score -1.076754e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82163 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -10767536.000000 Penalty: 3709.671875
	Iteration 47Q: 3 clusters Score -1.076754e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82156 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -10767533.000000 Penalty: 3709.671875
	Iteration 48Q: 3 clusters Score -1.076753e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82161 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -10767539.000000 Penalty: 3709.671875
	Iteration 49Q: 3 clusters Score -1.076754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82161 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -10767554.000000 Penalty: 3709.671875
	Iteration 50Q: 3 clusters Score -1.076755e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82239 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -10767537.000000 Penalty: 3709.671875
	Iteration 51Q: 3 clusters Score -1.076754e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82222 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -10767539.000000 Penalty: 3709.671875
	Iteration 52Q: 3 clusters Score -1.076754e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82370 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -10767528.000000 Penalty: 3709.671875
	Iteration 53Q: 3 clusters Score -1.076753e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82304 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -10767548.000000 Penalty: 3709.671875
	Iteration 54Q: 3 clusters Score -1.076755e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82265 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -10767527.000000 Penalty: 3709.671875
	Iteration 55Q: 3 clusters Score -1.076753e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82330 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -10767543.000000 Penalty: 3709.671875
	Iteration 56Q: 3 clusters Score -1.076754e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82283 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -10767555.000000 Penalty: 3709.671875
	Iteration 57Q: 3 clusters Score -1.076756e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82236 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -10767510.000000 Penalty: 3709.671875
	Iteration 58Q: 3 clusters Score -1.076751e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82361 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -10767511.000000 Penalty: 3709.671875
	Iteration 59Q: 3 clusters Score -1.076751e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82330 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -10767538.000000 Penalty: 3709.671875
	Iteration 60F: 3 clusters Score -1.076754e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82338 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -10767535.000000 Penalty: 3709.671875
	Iteration 61Q: 3 clusters Score -1.076754e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82283 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -10767495.000000 Penalty: 3709.671875
	Iteration 62Q: 3 clusters Score -1.07675e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82123 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -10767557.000000 Penalty: 3709.671875
	Iteration 63Q: 3 clusters Score -1.076756e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82230 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -10767539.000000 Penalty: 3709.671875
	Iteration 64Q: 3 clusters Score -1.076754e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82165 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -10767558.000000 Penalty: 3709.671875
	Iteration 65Q: 3 clusters Score -1.076756e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82190 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -10767543.000000 Penalty: 3709.671875
	Iteration 66Q: 3 clusters Score -1.076754e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82206 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -10767537.000000 Penalty: 3709.671875
	Iteration 67Q: 3 clusters Score -1.076754e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82210 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -10767542.000000 Penalty: 3709.671875
	Iteration 68Q: 3 clusters Score -1.076754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82208 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -10767549.000000 Penalty: 3709.671875
	Iteration 69Q: 3 clusters Score -1.076755e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82177 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -10767555.000000 Penalty: 3709.671875
	Iteration 70Q: 3 clusters Score -1.076756e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82160 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -10767560.000000 Penalty: 3709.671875
	Iteration 71Q: 3 clusters Score -1.076756e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82241 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -10767529.000000 Penalty: 3709.671875
	Iteration 72Q: 3 clusters Score -1.076753e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82168 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -10767528.000000 Penalty: 3709.671875
	Iteration 73Q: 3 clusters Score -1.076753e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82268 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -10767537.000000 Penalty: 3709.671875
	Iteration 74Q: 3 clusters Score -1.076754e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82257 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -10767537.000000 Penalty: 3709.671875
	Iteration 75Q: 3 clusters Score -1.076754e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82281 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -10767551.000000 Penalty: 3709.671875
	Iteration 76Q: 3 clusters Score -1.076755e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82246 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -10767556.000000 Penalty: 3709.671875
	Iteration 77Q: 3 clusters Score -1.076756e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82198 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -10767556.000000 Penalty: 3709.671875
	Iteration 78Q: 3 clusters Score -1.076756e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82283 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -10767578.000000 Penalty: 3709.671875
	Iteration 79Q: 3 clusters Score -1.076758e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82227 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -10767571.000000 Penalty: 3709.671875
	Iteration 80F: 3 clusters Score -1.076757e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82216 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -10767564.000000 Penalty: 3709.671875
	Iteration 81Q: 3 clusters Score -1.076756e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82143 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -10767589.000000 Penalty: 3709.671875
	Iteration 82Q: 3 clusters Score -1.076759e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82192 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -10767574.000000 Penalty: 3709.671875
	Iteration 83Q: 3 clusters Score -1.076757e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82199 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -10767572.000000 Penalty: 3709.671875
	Iteration 84Q: 3 clusters Score -1.076757e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82247 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -10767566.000000 Penalty: 3709.671875
	Iteration 85Q: 3 clusters Score -1.076757e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82252 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -10767570.000000 Penalty: 3709.671875
	Iteration 86Q: 3 clusters Score -1.076757e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82236 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -10767571.000000 Penalty: 3709.671875
	Iteration 87Q: 3 clusters Score -1.076757e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82237 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -10767593.000000 Penalty: 3709.671875
	Iteration 88Q: 3 clusters Score -1.076759e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82220 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -10767590.000000 Penalty: 3709.671875
	Iteration 89Q: 3 clusters Score -1.076759e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82212 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -10767601.000000 Penalty: 3709.671875
	Iteration 90Q: 3 clusters Score -1.07676e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82175 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -10767599.000000 Penalty: 3709.671875
	Iteration 91Q: 3 clusters Score -1.07676e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82180 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -10767551.000000 Penalty: 3709.671875
	Iteration 92Q: 3 clusters Score -1.076755e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82362 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -10767570.000000 Penalty: 3709.671875
	Iteration 93Q: 3 clusters Score -1.076757e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82203 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -10767603.000000 Penalty: 3709.671875
	Iteration 94Q: 3 clusters Score -1.07676e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82247 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -10767574.000000 Penalty: 3709.671875
	Iteration 95Q: 3 clusters Score -1.076757e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82242 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -10767581.000000 Penalty: 3709.671875
	Iteration 96Q: 3 clusters Score -1.076758e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82224 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -10767578.000000 Penalty: 3709.671875
	Iteration 97Q: 3 clusters Score -1.076758e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82228 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -10767571.000000 Penalty: 3709.671875
	Iteration 98Q: 3 clusters Score -1.076757e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82106 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -10767594.000000 Penalty: 3709.671875
	Iteration 99Q: 3 clusters Score -1.076759e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82118 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -10767562.000000 Penalty: 3709.671875
	Iteration 100F: 3 clusters Score -1.076756e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82293 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -10767572.000000 Penalty: 3709.671875
	Iteration 101Q: 3 clusters Score -1.076757e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82138 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -10767589.000000 Penalty: 3709.671875
	Iteration 102Q: 3 clusters Score -1.076759e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82163 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -10767584.000000 Penalty: 3709.671875
	Iteration 103Q: 3 clusters Score -1.076758e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82162 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -10767565.000000 Penalty: 3709.671875
	Iteration 104Q: 3 clusters Score -1.076756e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82312 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -10767565.000000 Penalty: 3709.671875
	Iteration 105Q: 3 clusters Score -1.076756e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82153 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -10767576.000000 Penalty: 3709.671875
	Iteration 106Q: 3 clusters Score -1.076758e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82208 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -10767571.000000 Penalty: 3709.671875
	Iteration 107Q: 3 clusters Score -1.076757e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82239 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -10767579.000000 Penalty: 3709.671875
	Iteration 108Q: 3 clusters Score -1.076758e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82130 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -10767590.000000 Penalty: 3709.671875
	Iteration 109Q: 3 clusters Score -1.076759e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82030 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -10767606.000000 Penalty: 3709.671875
	Iteration 110Q: 3 clusters Score -1.076761e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82101 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -10767573.000000 Penalty: 3709.671875
	Iteration 111Q: 3 clusters Score -1.076757e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82285 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -10767577.000000 Penalty: 3709.671875
	Iteration 112Q: 3 clusters Score -1.076758e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82081 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -10767564.000000 Penalty: 3709.671875
	Iteration 113Q: 3 clusters Score -1.076756e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82257 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -10767550.000000 Penalty: 3709.671875
	Iteration 114Q: 3 clusters Score -1.076755e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82335 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -10767565.000000 Penalty: 3709.671875
	Iteration 115Q: 3 clusters Score -1.076756e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82158 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -10767573.000000 Penalty: 3709.671875
	Iteration 116Q: 3 clusters Score -1.076757e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82153 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -10767571.000000 Penalty: 3709.671875
	Iteration 117Q: 3 clusters Score -1.076757e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82282 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -10767591.000000 Penalty: 3709.671875
	Iteration 118Q: 3 clusters Score -1.076759e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82255 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -10767567.000000 Penalty: 3709.671875
	Iteration 119Q: 3 clusters Score -1.076757e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82276 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -10767585.000000 Penalty: 3709.671875
	Iteration 120F: 3 clusters Score -1.076758e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82212 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -10767581.000000 Penalty: 3709.671875
	Iteration 121Q: 3 clusters Score -1.076758e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82229 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -10767574.000000 Penalty: 3709.671875
	Iteration 122Q: 3 clusters Score -1.076757e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82264 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -10767583.000000 Penalty: 3709.671875
	Iteration 123Q: 3 clusters Score -1.076758e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82165 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -10767579.000000 Penalty: 3709.671875
	Iteration 124Q: 3 clusters Score -1.076758e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82296 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -10767559.000000 Penalty: 3709.671875
	Iteration 125Q: 3 clusters Score -1.076756e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82426 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -10767563.000000 Penalty: 3709.671875
	Iteration 126Q: 3 clusters Score -1.076756e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82398 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -10767546.000000 Penalty: 3709.671875
	Iteration 127Q: 3 clusters Score -1.076755e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82528 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -10767527.000000 Penalty: 3709.671875
	Iteration 128Q: 3 clusters Score -1.076753e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82321 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -10767582.000000 Penalty: 3709.671875
	Iteration 129Q: 3 clusters Score -1.076758e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82439 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -10767494.000000 Penalty: 3709.671875
	Iteration 130Q: 3 clusters Score -1.076749e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82699 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -10767535.000000 Penalty: 3709.671875
	Iteration 131Q: 3 clusters Score -1.076754e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82414 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -10767547.000000 Penalty: 3709.671875
	Iteration 132Q: 3 clusters Score -1.076755e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82352 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -10767575.000000 Penalty: 3709.671875
	Iteration 133Q: 3 clusters Score -1.076758e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82254 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -10767567.000000 Penalty: 3709.671875
	Iteration 134Q: 3 clusters Score -1.076757e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82175 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -10767600.000000 Penalty: 3709.671875
	Iteration 135Q: 3 clusters Score -1.07676e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82290 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -10767595.000000 Penalty: 3709.671875
	Iteration 136Q: 3 clusters Score -1.07676e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82337 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1.076759e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82356 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -10767610.000000 Penalty: 3709.671875
	Iteration 138Q: 3 clusters Score -1.076761e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82356 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1.076756e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82481 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -10767511.000000 Penalty: 3709.671875
	Iteration 140F: 3 clusters Score -1.076751e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82607 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -10767572.000000 Penalty: 3709.671875
	Iteration 141Q: 3 clusters Score -1.076757e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82369 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -10767572.000000 Penalty: 3709.671875
	Iteration 142Q: 3 clusters Score -1.076757e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82345 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -10767539.000000 Penalty: 3709.671875
	Iteration 143Q: 3 clusters Score -1.076754e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82473 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -10767574.000000 Penalty: 3709.671875
	Iteration 144Q: 3 clusters Score -1.076757e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82360 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -10767575.000000 Penalty: 3709.671875
	Iteration 145Q: 3 clusters Score -1.076758e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82419 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -10767573.000000 Penalty: 3709.671875
	Iteration 146Q: 3 clusters Score -1.076757e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82368 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -10767568.000000 Penalty: 3709.671875
	Iteration 147Q: 3 clusters Score -1.076757e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82390 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -10767585.000000 Penalty: 3709.671875
	Iteration 148Q: 3 clusters Score -1.076758e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82341 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -10767570.000000 Penalty: 3709.671875
	Iteration 149Q: 3 clusters Score -1.076757e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82402 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -10767584.000000 Penalty: 3709.671875
	Iteration 150Q: 3 clusters Score -1.076758e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82287 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -10767556.000000 Penalty: 3709.671875
	Iteration 151Q: 3 clusters Score -1.076756e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82404 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -10767566.000000 Penalty: 3709.671875
	Iteration 152Q: 3 clusters Score -1.076757e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82434 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -10767590.000000 Penalty: 3709.671875
	Iteration 153Q: 3 clusters Score -1.076759e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82350 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -10767586.000000 Penalty: 3709.671875
	Iteration 154Q: 3 clusters Score -1.076759e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82354 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -10767574.000000 Penalty: 3709.671875
	Iteration 155Q: 3 clusters Score -1.076757e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82382 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -10767576.000000 Penalty: 3709.671875
	Iteration 156Q: 3 clusters Score -1.076758e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82361 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -10767582.000000 Penalty: 3709.671875
	Iteration 157Q: 3 clusters Score -1.076758e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82356 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -1.07676e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82337 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -1.076759e+07 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82361 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -10767596.000000 Penalty: 3709.671875
	Iteration 160F: 3 clusters Score -1.07676e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82245 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -1.076758e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82220 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -10767558.000000 Penalty: 3709.671875
	Iteration 162Q: 3 clusters Score -1.076756e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82254 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -10767568.000000 Penalty: 3709.671875
	Iteration 163Q: 3 clusters Score -1.076757e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82255 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -10767526.000000 Penalty: 3709.671875
	Iteration 164Q: 3 clusters Score -1.076753e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82341 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -1.076758e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82331 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -1.076758e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82349 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -1.076761e+07 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82337 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -1.076761e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82338 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -1.076761e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82298 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -1.076758e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82455 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -10767598.000000 Penalty: 3709.671875
	Iteration 171Q: 3 clusters Score -1.07676e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82279 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -10767557.000000 Penalty: 3709.671875
	Iteration 172Q: 3 clusters Score -1.076756e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82397 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -1.076757e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82387 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -10767589.000000 Penalty: 3709.671875
	Iteration 174Q: 3 clusters Score -1.076759e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82387 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -10767594.000000 Penalty: 3709.671875
	Iteration 175Q: 3 clusters Score -1.076759e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82373 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -1.076759e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82374 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -1.076761e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82295 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -1.07676e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82291 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -1.076759e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82345 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -10767599.000000 Penalty: 3709.671875
	Iteration 180F: 3 clusters Score -1.07676e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82362 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -1.076759e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82368 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -1.076759e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82367 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -1.07676e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82358 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -1.076761e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82316 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -1.076758e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82319 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -1.076758e+07 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82372 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -10767607.000000 Penalty: 3709.671875
	Iteration 187Q: 3 clusters Score -1.076761e+07 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82324 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -1.07676e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82325 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -1.076759e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82259 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -1.076758e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82345 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -1.076759e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82204 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -1.076761e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82122 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -1.076762e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82283 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -1.07676e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82348 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -1.076759e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82473 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -10767532.000000 Penalty: 3709.671875
	Iteration 196Q: 3 clusters Score -1.076753e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82586 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -10767513.000000 Penalty: 3709.671875
	Iteration 197Q: 3 clusters Score -1.076751e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82622 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -1.076753e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82403 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -10767542.000000 Penalty: 3709.671875
	Iteration 199Q: 3 clusters Score -1.076754e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82168 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -10767570.000000 Penalty: 3709.671875
	Iteration 200F: 3 clusters Score -1.076757e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82356 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -1.076758e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82252 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -10767561.000000 Penalty: 3709.671875
	Iteration 202Q: 3 clusters Score -1.076756e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82234 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -10767566.000000 Penalty: 3709.671875
	Iteration 203Q: 3 clusters Score -1.076757e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82232 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -10767580.000000 Penalty: 3709.671875
	Iteration 204Q: 3 clusters Score -1.076758e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82192 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -10767569.000000 Penalty: 3709.671875
	Iteration 205Q: 3 clusters Score -1.076757e+07 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 82122 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -1.076759e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82213 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -10767581.000000 Penalty: 3709.671875
	Iteration 207Q: 3 clusters Score -1.076758e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82243 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -1.076759e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82178 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -10767599.000000 Penalty: 3709.671875
	Iteration 209Q: 3 clusters Score -1.07676e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82144 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -1.07676e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82125 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -10767617.000000 Penalty: 3709.671875
	Iteration 211Q: 3 clusters Score -1.076762e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82218 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -10767589.000000 Penalty: 3709.671875
	Iteration 212Q: 3 clusters Score -1.076759e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82297 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -10767601.000000 Penalty: 3709.671875
	Iteration 213Q: 3 clusters Score -1.07676e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82357 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -10767584.000000 Penalty: 3709.671875
	Iteration 214Q: 3 clusters Score -1.076758e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82414 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -1.07676e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82331 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -10767603.000000 Penalty: 3709.671875
	Iteration 216Q: 3 clusters Score -1.07676e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82355 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -10767544.000000 Penalty: 3709.671875
	Iteration 217Q: 3 clusters Score -1.076754e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82507 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -10767568.000000 Penalty: 3709.671875
	Iteration 218Q: 3 clusters Score -1.076757e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82393 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -10767576.000000 Penalty: 3709.671875
	Iteration 219Q: 3 clusters Score -1.076758e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82393 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -10767580.000000 Penalty: 3709.671875
	Iteration 220F: 3 clusters Score -1.076758e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82281 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -10767605.000000 Penalty: 3709.671875
	Iteration 221Q: 3 clusters Score -1.07676e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82309 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -10767615.000000 Penalty: 3709.671875
	Iteration 222Q: 3 clusters Score -1.076762e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82245 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -10767554.000000 Penalty: 3709.671875
	Iteration 223Q: 3 clusters Score -1.076755e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82443 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -10767580.000000 Penalty: 3709.671875
	Iteration 224Q: 3 clusters Score -1.076758e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82354 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -10767563.000000 Penalty: 3709.671875
	Iteration 225Q: 3 clusters Score -1.076756e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82393 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -10767601.000000 Penalty: 3709.671875
	Iteration 226Q: 3 clusters Score -1.07676e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82259 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -10767587.000000 Penalty: 3709.671875
	Iteration 227Q: 3 clusters Score -1.076759e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82278 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -10767597.000000 Penalty: 3709.671875
	Iteration 228Q: 3 clusters Score -1.07676e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82286 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -10767597.000000 Penalty: 3709.671875
	Iteration 229Q: 3 clusters Score -1.07676e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82318 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -10767615.000000 Penalty: 3709.671875
	Iteration 230Q: 3 clusters Score -1.076762e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82312 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -10767604.000000 Penalty: 3709.671875
	Iteration 231Q: 3 clusters Score -1.07676e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82311 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -10767600.000000 Penalty: 3709.671875
	Iteration 232Q: 3 clusters Score -1.07676e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82140 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -10767624.000000 Penalty: 3709.671875
	Iteration 233Q: 3 clusters Score -1.076762e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82200 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -10767625.000000 Penalty: 3709.671875
	Iteration 234Q: 3 clusters Score -1.076762e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82233 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -10767596.000000 Penalty: 3709.671875
	Iteration 235Q: 3 clusters Score -1.07676e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82254 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -10767588.000000 Penalty: 3709.671875
	Iteration 236Q: 3 clusters Score -1.076759e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82339 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -10767591.000000 Penalty: 3709.671875
	Iteration 237Q: 3 clusters Score -1.076759e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82354 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -10767614.000000 Penalty: 3709.671875
	Iteration 238Q: 3 clusters Score -1.076761e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82308 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -10767569.000000 Penalty: 3709.671875
	Iteration 239Q: 3 clusters Score -1.076757e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82388 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -10767578.000000 Penalty: 3709.671875
	Iteration 240F: 3 clusters Score -1.076758e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82449 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -10767590.000000 Penalty: 3709.671875
	Iteration 241Q: 3 clusters Score -1.076759e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82344 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -10767598.000000 Penalty: 3709.671875
	Iteration 242Q: 3 clusters Score -1.07676e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82347 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -10767599.000000 Penalty: 3709.671875
	Iteration 243Q: 3 clusters Score -1.07676e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82361 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -10767565.000000 Penalty: 3709.671875
	Iteration 244Q: 3 clusters Score -1.076756e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82447 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -10767557.000000 Penalty: 3709.671875
	Iteration 245Q: 3 clusters Score -1.076756e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82433 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -10767597.000000 Penalty: 3709.671875
	Iteration 246Q: 3 clusters Score -1.07676e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82291 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -10767570.000000 Penalty: 3709.671875
	Iteration 247Q: 3 clusters Score -1.076757e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82365 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -10767589.000000 Penalty: 3709.671875
	Iteration 248Q: 3 clusters Score -1.076759e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82372 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -10767617.000000 Penalty: 3709.671875
	Iteration 249Q: 3 clusters Score -1.076762e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82243 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -10767584.000000 Penalty: 3709.671875
	Iteration 250Q: 3 clusters Score -1.076758e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82285 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -10767613.000000 Penalty: 3709.671875
	Iteration 251Q: 3 clusters Score -1.076761e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82274 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -10767583.000000 Penalty: 3709.671875
	Iteration 252Q: 3 clusters Score -1.076758e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82062 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -10767615.000000 Penalty: 3709.671875
	Iteration 253Q: 3 clusters Score -1.076762e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82106 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -10767627.000000 Penalty: 3709.671875
	Iteration 254Q: 3 clusters Score -1.076763e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82036 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -10767602.000000 Penalty: 3709.671875
	Iteration 255Q: 3 clusters Score -1.07676e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82124 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -10767621.000000 Penalty: 3709.671875
	Iteration 256Q: 3 clusters Score -1.076762e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82115 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -10767627.000000 Penalty: 3709.671875
	Iteration 257Q: 3 clusters Score -1.076763e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82181 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -10767625.000000 Penalty: 3709.671875
	Iteration 258Q: 3 clusters Score -1.076762e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82178 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -10767624.000000 Penalty: 3709.671875
	Iteration 259Q: 3 clusters Score -1.076762e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82223 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -10767605.000000 Penalty: 3709.671875
	Iteration 260F: 3 clusters Score -1.07676e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82279 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -10767582.000000 Penalty: 3709.671875
	Iteration 261Q: 3 clusters Score -1.076758e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82402 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -10767601.000000 Penalty: 3709.671875
	Iteration 262Q: 3 clusters Score -1.07676e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82392 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -10767618.000000 Penalty: 3709.671875
	Iteration 263Q: 3 clusters Score -1.076762e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82304 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -10767610.000000 Penalty: 3709.671875
	Iteration 264Q: 3 clusters Score -1.076761e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82292 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -10767600.000000 Penalty: 3709.671875
	Iteration 265Q: 3 clusters Score -1.07676e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82233 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -10767617.000000 Penalty: 3709.671875
	Iteration 266Q: 3 clusters Score -1.076762e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82233 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -10767616.000000 Penalty: 3709.671875
	Iteration 267Q: 3 clusters Score -1.076762e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82155 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -10767610.000000 Penalty: 3709.671875
	Iteration 268Q: 3 clusters Score -1.076761e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82131 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -10767625.000000 Penalty: 3709.671875
	Iteration 269Q: 3 clusters Score -1.076762e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82185 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -10767624.000000 Penalty: 3709.671875
	Iteration 270Q: 3 clusters Score -1.076762e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82230 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -10767592.000000 Penalty: 3709.671875
	Iteration 271Q: 3 clusters Score -1.076759e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82300 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -10767597.000000 Penalty: 3709.671875
	Iteration 272Q: 3 clusters Score -1.07676e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82337 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -10767615.000000 Penalty: 3709.671875
	Iteration 273Q: 3 clusters Score -1.076762e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82338 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -10767612.000000 Penalty: 3709.671875
	Iteration 274Q: 3 clusters Score -1.076761e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82345 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -10767627.000000 Penalty: 3709.671875
	Iteration 275Q: 3 clusters Score -1.076763e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82208 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -10767622.000000 Penalty: 3709.671875
	Iteration 276Q: 3 clusters Score -1.076762e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82334 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -10767611.000000 Penalty: 3709.671875
	Iteration 277Q: 3 clusters Score -1.076761e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82395 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -10767519.000000 Penalty: 3709.671875
	Iteration 278Q: 3 clusters Score -1.076752e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82605 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -10767555.000000 Penalty: 3709.671875
	Iteration 279Q: 3 clusters Score -1.076756e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82467 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -10767581.000000 Penalty: 3709.671875
	Iteration 280F: 3 clusters Score -1.076758e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82241 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -10767584.000000 Penalty: 3709.671875
	Iteration 281Q: 3 clusters Score -1.076758e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82315 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -10767608.000000 Penalty: 3709.671875
	Iteration 282Q: 3 clusters Score -1.076761e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82293 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -10767572.000000 Penalty: 3709.671875
	Iteration 283Q: 3 clusters Score -1.076757e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82380 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -10767603.000000 Penalty: 3709.671875
	Iteration 284Q: 3 clusters Score -1.07676e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82362 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -10767590.000000 Penalty: 3709.671875
	Iteration 285Q: 3 clusters Score -1.076759e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82266 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -10767583.000000 Penalty: 3709.671875
	Iteration 286Q: 3 clusters Score -1.076758e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82312 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -10767604.000000 Penalty: 3709.671875
	Iteration 287Q: 3 clusters Score -1.07676e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82294 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -10767592.000000 Penalty: 3709.671875
	Iteration 288Q: 3 clusters Score -1.076759e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82348 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -10767620.000000 Penalty: 3709.671875
	Iteration 289Q: 3 clusters Score -1.076762e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82275 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -10767585.000000 Penalty: 3709.671875
	Iteration 290Q: 3 clusters Score -1.076758e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82332 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -10767562.000000 Penalty: 3709.671875
	Iteration 291Q: 3 clusters Score -1.076756e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82418 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -10767614.000000 Penalty: 3709.671875
	Iteration 292Q: 3 clusters Score -1.076761e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82285 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -10767585.000000 Penalty: 3709.671875
	Iteration 293Q: 3 clusters Score -1.076758e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82109 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -10767632.000000 Penalty: 3709.671875
	Iteration 294Q: 3 clusters Score -1.076763e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82171 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -10767625.000000 Penalty: 3709.671875
	Iteration 295Q: 3 clusters Score -1.076762e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82183 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -10767611.000000 Penalty: 3709.671875
	Iteration 296Q: 3 clusters Score -1.076761e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82060 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -10767629.000000 Penalty: 3709.671875
	Iteration 297Q: 3 clusters Score -1.076763e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82062 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -10767603.000000 Penalty: 3709.671875
	Iteration 298Q: 3 clusters Score -1.07676e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82144 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -10767609.000000 Penalty: 3709.671875
	Iteration 299Q: 3 clusters Score -1.076761e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82149 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -10767612.000000 Penalty: 3709.671875
	Iteration 300F: 3 clusters Score -1.076761e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82153 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -10767622.000000 Penalty: 3709.671875
	Iteration 301Q: 3 clusters Score -1.076762e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82162 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -10767622.000000 Penalty: 3709.671875
	Iteration 302Q: 3 clusters Score -1.076762e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82157 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -10767626.000000 Penalty: 3709.671875
	Iteration 303Q: 3 clusters Score -1.076763e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82160 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -10767622.000000 Penalty: 3709.671875
	Iteration 304Q: 3 clusters Score -1.076762e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82155 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -10767579.000000 Penalty: 3709.671875
	Iteration 305Q: 3 clusters Score -1.076758e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82491 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -10767598.000000 Penalty: 3709.671875
	Iteration 306Q: 3 clusters Score -1.07676e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82437 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -10767610.000000 Penalty: 3709.671875
	Iteration 307Q: 3 clusters Score -1.076761e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82319 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -10767610.000000 Penalty: 3709.671875
	Iteration 308Q: 3 clusters Score -1.076761e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82247 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -10767628.000000 Penalty: 3709.671875
	Iteration 309Q: 3 clusters Score -1.076763e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82260 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -10767612.000000 Penalty: 3709.671875
	Iteration 310Q: 3 clusters Score -1.076761e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82233 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -10767640.000000 Penalty: 3709.671875
	Iteration 311Q: 3 clusters Score -1.076764e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82225 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -10767631.000000 Penalty: 3709.671875
	Iteration 312Q: 3 clusters Score -1.076763e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82184 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -10767623.000000 Penalty: 3709.671875
	Iteration 313Q: 3 clusters Score -1.076762e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82174 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -10767615.000000 Penalty: 3709.671875
	Iteration 314Q: 3 clusters Score -1.076762e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82172 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -10767613.000000 Penalty: 3709.671875
	Iteration 315Q: 3 clusters Score -1.076761e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82247 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -10767625.000000 Penalty: 3709.671875
	Iteration 316Q: 3 clusters Score -1.076762e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82192 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -10767627.000000 Penalty: 3709.671875
	Iteration 317Q: 3 clusters Score -1.076763e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82195 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -10767623.000000 Penalty: 3709.671875
	Iteration 318Q: 3 clusters Score -1.076762e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82254 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -10767621.000000 Penalty: 3709.671875
	Iteration 319Q: 3 clusters Score -1.076762e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82228 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -10767624.000000 Penalty: 3709.671875
	Iteration 320F: 3 clusters Score -1.076762e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82137 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -10767631.000000 Penalty: 3709.671875
	Iteration 321Q: 3 clusters Score -1.076763e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82150 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -10767624.000000 Penalty: 3709.671875
	Iteration 322Q: 3 clusters Score -1.076762e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82196 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -10767626.000000 Penalty: 3709.671875
	Iteration 323Q: 3 clusters Score -1.076763e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82231 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -10767620.000000 Penalty: 3709.671875
	Iteration 324Q: 3 clusters Score -1.076762e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82149 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -10767626.000000 Penalty: 3709.671875
	Iteration 325Q: 3 clusters Score -1.076763e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82166 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -10767529.000000 Penalty: 3709.671875
	Iteration 326Q: 3 clusters Score -1.076753e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82575 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -10767516.000000 Penalty: 3709.671875
	Iteration 327Q: 3 clusters Score -1.076752e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82618 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -10767509.000000 Penalty: 3709.671875
	Iteration 328Q: 3 clusters Score -1.076751e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82456 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -10767473.000000 Penalty: 3709.671875
	Iteration 329Q: 3 clusters Score -1.076747e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82542 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -10767502.000000 Penalty: 3709.671875
	Iteration 330Q: 3 clusters Score -1.07675e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82510 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -10767510.000000 Penalty: 3709.671875
	Iteration 331Q: 3 clusters Score -1.076751e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82497 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -10767530.000000 Penalty: 3709.671875
	Iteration 332Q: 3 clusters Score -1.076753e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82359 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -10767513.000000 Penalty: 3709.671875
	Iteration 333Q: 3 clusters Score -1.076751e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82500 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -10767514.000000 Penalty: 3709.671875
	Iteration 334Q: 3 clusters Score -1.076751e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82491 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -10767486.000000 Penalty: 3709.671875
	Iteration 335Q: 3 clusters Score -1.076749e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82563 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -10767474.000000 Penalty: 3709.671875
	Iteration 336Q: 3 clusters Score -1.076747e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82604 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -10767494.000000 Penalty: 3709.671875
	Iteration 337Q: 3 clusters Score -1.076749e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82535 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -10767490.000000 Penalty: 3709.671875
	Iteration 338Q: 3 clusters Score -1.076749e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82549 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -10767439.000000 Penalty: 3709.671875
	Iteration 339Q: 3 clusters Score -1.076744e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82685 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -10767412.000000 Penalty: 3709.671875
	Iteration 340F: 3 clusters Score -1.076741e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82802 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -10767389.000000 Penalty: 3709.671875
	Iteration 341Q: 3 clusters Score -1.076739e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82671 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -10767377.000000 Penalty: 3709.671875
	Iteration 342Q: 3 clusters Score -1.076738e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82554 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -10767376.000000 Penalty: 3709.671875
	Iteration 343Q: 3 clusters Score -1.076738e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82613 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -10767375.000000 Penalty: 3709.671875
	Iteration 344Q: 3 clusters Score -1.076738e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82636 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -10767408.000000 Penalty: 3709.671875
	Iteration 345Q: 3 clusters Score -1.076741e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82495 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -10767431.000000 Penalty: 3709.671875
	Iteration 346Q: 3 clusters Score -1.076743e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82528 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -10767485.000000 Penalty: 3709.671875
	Iteration 347Q: 3 clusters Score -1.076748e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82328 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -10767550.000000 Penalty: 3709.671875
	Iteration 348Q: 3 clusters Score -1.076755e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82278 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -10767574.000000 Penalty: 3709.671875
	Iteration 349Q: 3 clusters Score -1.076757e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82220 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -10767594.000000 Penalty: 3709.671875
	Iteration 350Q: 3 clusters Score -1.076759e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82185 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -10767606.000000 Penalty: 3709.671875
	Iteration 351Q: 3 clusters Score -1.076761e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82256 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -10767596.000000 Penalty: 3709.671875
	Iteration 352Q: 3 clusters Score -1.07676e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82246 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -10767592.000000 Penalty: 3709.671875
	Iteration 353Q: 3 clusters Score -1.076759e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82315 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -10767600.000000 Penalty: 3709.671875
	Iteration 354Q: 3 clusters Score -1.07676e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82339 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -10767602.000000 Penalty: 3709.671875
	Iteration 355Q: 3 clusters Score -1.07676e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82348 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -10767595.000000 Penalty: 3709.671875
	Iteration 356Q: 3 clusters Score -1.07676e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82354 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -10767579.000000 Penalty: 3709.671875
	Iteration 357Q: 3 clusters Score -1.076758e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82260 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -10767621.000000 Penalty: 3709.671875
	Iteration 358Q: 3 clusters Score -1.076762e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82083 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -10767633.000000 Penalty: 3709.671875
	Iteration 359Q: 3 clusters Score -1.076763e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82127 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -10767635.000000 Penalty: 3709.671875
	Iteration 360F: 3 clusters Score -1.076764e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82135 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -10767627.000000 Penalty: 3709.671875
	Iteration 361Q: 3 clusters Score -1.076763e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82109 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -10767621.000000 Penalty: 3709.671875
	Iteration 362Q: 3 clusters Score -1.076762e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82332 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -10767587.000000 Penalty: 3709.671875
	Iteration 363Q: 3 clusters Score -1.076759e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82567 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -10767544.000000 Penalty: 3709.671875
	Iteration 364Q: 3 clusters Score -1.076754e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82504 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -10767563.000000 Penalty: 3709.671875
	Iteration 365Q: 3 clusters Score -1.076756e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82268 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -10767600.000000 Penalty: 3709.671875
	Iteration 366Q: 3 clusters Score -1.07676e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82264 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -10767589.000000 Penalty: 3709.671875
	Iteration 367Q: 3 clusters Score -1.076759e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82274 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -10767609.000000 Penalty: 3709.671875
	Iteration 368Q: 3 clusters Score -1.076761e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82327 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -10767616.000000 Penalty: 3709.671875
	Iteration 369Q: 3 clusters Score -1.076762e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82349 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -10767595.000000 Penalty: 3709.671875
	Iteration 370Q: 3 clusters Score -1.07676e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82393 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -10767576.000000 Penalty: 3709.671875
	Iteration 371Q: 3 clusters Score -1.076758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82391 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -10767566.000000 Penalty: 3709.671875
	Iteration 372Q: 3 clusters Score -1.076757e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82503 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -10767493.000000 Penalty: 3709.671875
	Iteration 373Q: 3 clusters Score -1.076749e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82676 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -10767481.000000 Penalty: 3709.671875
	Iteration 374Q: 3 clusters Score -1.076748e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82545 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -10767513.000000 Penalty: 3709.671875
	Iteration 375Q: 3 clusters Score -1.076751e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82384 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -10767567.000000 Penalty: 3709.671875
	Iteration 376Q: 3 clusters Score -1.076757e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82378 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -10767608.000000 Penalty: 3709.671875
	Iteration 377Q: 3 clusters Score -1.076761e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82318 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -10767591.000000 Penalty: 3709.671875
	Iteration 378Q: 3 clusters Score -1.076759e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82306 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -10767617.000000 Penalty: 3709.671875
	Iteration 379Q: 3 clusters Score -1.076762e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82305 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -10767605.000000 Penalty: 3709.671875
	Iteration 380F: 3 clusters Score -1.07676e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82265 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -10767639.000000 Penalty: 3709.671875
	Iteration 381Q: 3 clusters Score -1.076764e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82277 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -10767640.000000 Penalty: 3709.671875
	Iteration 382Q: 3 clusters Score -1.076764e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82232 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -10767642.000000 Penalty: 3709.671875
	Iteration 383Q: 3 clusters Score -1.076764e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82161 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -10767617.000000 Penalty: 3709.671875
	Iteration 384Q: 3 clusters Score -1.076762e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82337 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -10767628.000000 Penalty: 3709.671875
	Iteration 385Q: 3 clusters Score -1.076763e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82251 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -10767630.000000 Penalty: 3709.671875
	Iteration 386Q: 3 clusters Score -1.076763e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82297 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -10767608.000000 Penalty: 3709.671875
	Iteration 387Q: 3 clusters Score -1.076761e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82474 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -10767564.000000 Penalty: 3709.671875
	Iteration 388Q: 3 clusters Score -1.076756e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82484 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -10767572.000000 Penalty: 3709.671875
	Iteration 389Q: 3 clusters Score -1.076757e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82412 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -10767575.000000 Penalty: 3709.671875
	Iteration 390Q: 3 clusters Score -1.076758e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82405 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -10767580.000000 Penalty: 3709.671875
	Iteration 391Q: 3 clusters Score -1.076758e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82369 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -10767578.000000 Penalty: 3709.671875
	Iteration 392Q: 3 clusters Score -1.076758e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82241 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -10767604.000000 Penalty: 3709.671875
	Iteration 393Q: 3 clusters Score -1.07676e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82251 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -10767598.000000 Penalty: 3709.671875
	Iteration 394Q: 3 clusters Score -1.07676e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82297 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -10767625.000000 Penalty: 3709.671875
	Iteration 395Q: 3 clusters Score -1.076762e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82350 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -10767619.000000 Penalty: 3709.671875
	Iteration 396Q: 3 clusters Score -1.076762e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82312 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -10767623.000000 Penalty: 3709.671875
	Iteration 397Q: 3 clusters Score -1.076762e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82349 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -10767618.000000 Penalty: 3709.671875
	Iteration 398Q: 3 clusters Score -1.076762e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82410 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -10767583.000000 Penalty: 3709.671875
	Iteration 399Q: 3 clusters Score -1.076758e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82428 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -10767600.000000 Penalty: 3709.671875
	Iteration 400F: 3 clusters Score -1.07676e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82271 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -10767630.000000 Penalty: 3709.671875
	Iteration 401Q: 3 clusters Score -1.076763e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82288 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -10767627.000000 Penalty: 3709.671875
	Iteration 402Q: 3 clusters Score -1.076763e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82319 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -10767621.000000 Penalty: 3709.671875
	Iteration 403Q: 3 clusters Score -1.076762e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82289 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -10767635.000000 Penalty: 3709.671875
	Iteration 404Q: 3 clusters Score -1.076764e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82264 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -10767621.000000 Penalty: 3709.671875
	Iteration 405Q: 3 clusters Score -1.076762e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82114 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -10767631.000000 Penalty: 3709.671875
	Iteration 406Q: 3 clusters Score -1.076763e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82118 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -10767613.000000 Penalty: 3709.671875
	Iteration 407Q: 3 clusters Score -1.076761e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82228 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -10767613.000000 Penalty: 3709.671875
	Iteration 408Q: 3 clusters Score -1.076761e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82334 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -10767606.000000 Penalty: 3709.671875
	Iteration 409Q: 3 clusters Score -1.076761e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82435 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -10767606.000000 Penalty: 3709.671875
	Iteration 410Q: 3 clusters Score -1.076761e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82449 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -10767577.000000 Penalty: 3709.671875
	Iteration 411Q: 3 clusters Score -1.076758e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82489 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -10767591.000000 Penalty: 3709.671875
	Iteration 412Q: 3 clusters Score -1.076759e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82247 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -10767580.000000 Penalty: 3709.671875
	Iteration 413Q: 3 clusters Score -1.076758e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82315 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -10767608.000000 Penalty: 3709.671875
	Iteration 414Q: 3 clusters Score -1.076761e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82268 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -10767627.000000 Penalty: 3709.671875
	Iteration 415Q: 3 clusters Score -1.076763e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82345 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -10767634.000000 Penalty: 3709.671875
	Iteration 416Q: 3 clusters Score -1.076763e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82336 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -10767632.000000 Penalty: 3709.671875
	Iteration 417Q: 3 clusters Score -1.076763e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82338 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -10767602.000000 Penalty: 3709.671875
	Iteration 418Q: 3 clusters Score -1.07676e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82433 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -10767596.000000 Penalty: 3709.671875
	Iteration 419Q: 3 clusters Score -1.07676e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82332 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -10767623.000000 Penalty: 3709.671875
	Iteration 420F: 3 clusters Score -1.076762e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82404 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -10767614.000000 Penalty: 3709.671875
	Iteration 421Q: 3 clusters Score -1.076761e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82316 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -10767617.000000 Penalty: 3709.671875
	Iteration 422Q: 3 clusters Score -1.076762e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82362 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -10767546.000000 Penalty: 3709.671875
	Iteration 423Q: 3 clusters Score -1.076755e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82583 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
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	Iteration 424Q: 3 clusters Score -1.076753e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82524 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -10767550.000000 Penalty: 3709.671875
	Iteration 425Q: 3 clusters Score -1.076755e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82315 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -10767591.000000 Penalty: 3709.671875
	Iteration 426Q: 3 clusters Score -1.076759e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82313 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -10767602.000000 Penalty: 3709.671875
	Iteration 427Q: 3 clusters Score -1.07676e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82359 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -10767622.000000 Penalty: 3709.671875
	Iteration 428Q: 3 clusters Score -1.076762e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82260 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -10767631.000000 Penalty: 3709.671875
	Iteration 429Q: 3 clusters Score -1.076763e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82234 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -10767640.000000 Penalty: 3709.671875
	Iteration 430Q: 3 clusters Score -1.076764e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82199 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -10767649.000000 Penalty: 3709.671875
	Iteration 431Q: 3 clusters Score -1.076765e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82298 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -10767612.000000 Penalty: 3709.671875
	Iteration 432Q: 3 clusters Score -1.076761e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82348 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -10767626.000000 Penalty: 3709.671875
	Iteration 433Q: 3 clusters Score -1.076763e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82337 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -10767626.000000 Penalty: 3709.671875
	Iteration 434Q: 3 clusters Score -1.076763e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82247 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -10767635.000000 Penalty: 3709.671875
	Iteration 435Q: 3 clusters Score -1.076764e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82288 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -10767633.000000 Penalty: 3709.671875
	Iteration 436Q: 3 clusters Score -1.076763e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82316 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -10767626.000000 Penalty: 3709.671875
	Iteration 437Q: 3 clusters Score -1.076763e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82352 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -10767605.000000 Penalty: 3709.671875
	Iteration 438Q: 3 clusters Score -1.07676e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82262 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -10767626.000000 Penalty: 3709.671875
	Iteration 439Q: 3 clusters Score -1.076763e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82229 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -10767632.000000 Penalty: 3709.671875
	Iteration 440F: 3 clusters Score -1.076763e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82193 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -10767628.000000 Penalty: 3709.671875
	Iteration 441Q: 3 clusters Score -1.076763e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82170 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -10767611.000000 Penalty: 3709.671875
	Iteration 442Q: 3 clusters Score -1.076761e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82269 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -10767619.000000 Penalty: 3709.671875
	Iteration 443Q: 3 clusters Score -1.076762e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82228 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -10767597.000000 Penalty: 3709.671875
	Iteration 444Q: 3 clusters Score -1.07676e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82313 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -10767602.000000 Penalty: 3709.671875
	Iteration 445Q: 3 clusters Score -1.07676e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82350 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -10767618.000000 Penalty: 3709.671875
	Iteration 446Q: 3 clusters Score -1.076762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82350 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -10767624.000000 Penalty: 3709.671875
	Iteration 447Q: 3 clusters Score -1.076762e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82340 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -10767598.000000 Penalty: 3709.671875
	Iteration 448Q: 3 clusters Score -1.07676e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82485 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -10767582.000000 Penalty: 3709.671875
	Iteration 449Q: 3 clusters Score -1.076758e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82381 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -10767609.000000 Penalty: 3709.671875
	Iteration 450Q: 3 clusters Score -1.076761e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82321 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -10767572.000000 Penalty: 3709.671875
	Iteration 451Q: 3 clusters Score -1.076757e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82520 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -10767534.000000 Penalty: 3709.671875
	Iteration 452Q: 3 clusters Score -1.076753e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82530 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -10767537.000000 Penalty: 3709.671875
	Iteration 453Q: 3 clusters Score -1.076754e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82475 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -10767541.000000 Penalty: 3709.671875
	Iteration 454Q: 3 clusters Score -1.076754e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82466 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -10767554.000000 Penalty: 3709.671875
	Iteration 455Q: 3 clusters Score -1.076755e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82312 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -10767600.000000 Penalty: 3709.671875
	Iteration 456Q: 3 clusters Score -1.07676e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82209 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -10767610.000000 Penalty: 3709.671875
	Iteration 457Q: 3 clusters Score -1.076761e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82362 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -10767568.000000 Penalty: 3709.671875
	Iteration 458Q: 3 clusters Score -1.076757e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82451 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -10767588.000000 Penalty: 3709.671875
	Iteration 459Q: 3 clusters Score -1.076759e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82317 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -10767617.000000 Penalty: 3709.671875
	Iteration 460F: 3 clusters Score -1.076762e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82356 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -10767608.000000 Penalty: 3709.671875
	Iteration 461Q: 3 clusters Score -1.076761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82354 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -10767580.000000 Penalty: 3709.671875
	Iteration 462Q: 3 clusters Score -1.076758e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82390 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -10767576.000000 Penalty: 3709.671875
	Iteration 463Q: 3 clusters Score -1.076758e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82393 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -10767592.000000 Penalty: 3709.671875
	Iteration 464Q: 3 clusters Score -1.076759e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82228 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -10767613.000000 Penalty: 3709.671875
	Iteration 465Q: 3 clusters Score -1.076761e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82262 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -10767640.000000 Penalty: 3709.671875
	Iteration 466Q: 3 clusters Score -1.076764e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82238 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -10767633.000000 Penalty: 3709.671875
	Iteration 467Q: 3 clusters Score -1.076763e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82246 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -10767644.000000 Penalty: 3709.671875
	Iteration 468Q: 3 clusters Score -1.076764e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82212 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -10767636.000000 Penalty: 3709.671875
	Iteration 469Q: 3 clusters Score -1.076764e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82293 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -10767631.000000 Penalty: 3709.671875
	Iteration 470Q: 3 clusters Score -1.076763e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82286 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -10767634.000000 Penalty: 3709.671875
	Iteration 471Q: 3 clusters Score -1.076763e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82297 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -10767639.000000 Penalty: 3709.671875
	Iteration 472Q: 3 clusters Score -1.076764e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82328 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -10767647.000000 Penalty: 3709.671875
	Iteration 473Q: 3 clusters Score -1.076765e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82346 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -10767620.000000 Penalty: 3709.671875
	Iteration 474Q: 3 clusters Score -1.076762e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82383 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
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	Iteration 475Q: 3 clusters Score -1.07676e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82397 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -10767617.000000 Penalty: 3709.671875
	Iteration 476Q: 3 clusters Score -1.076762e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82367 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -10767585.000000 Penalty: 3709.671875
	Iteration 477Q: 3 clusters Score -1.076758e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82421 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -10767566.000000 Penalty: 3709.671875
	Iteration 478Q: 3 clusters Score -1.076757e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82496 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -10767518.000000 Penalty: 3709.671875
	Iteration 479Q: 3 clusters Score -1.076752e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82582 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -10767532.000000 Penalty: 3709.671875
	Iteration 480F: 3 clusters Score -1.076753e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82242 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -10767534.000000 Penalty: 3709.671875
	Iteration 481Q: 3 clusters Score -1.076753e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82423 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -10767567.000000 Penalty: 3709.671875
	Iteration 482Q: 3 clusters Score -1.076757e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82391 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -10767581.000000 Penalty: 3709.671875
	Iteration 483Q: 3 clusters Score -1.076758e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82274 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -10767614.000000 Penalty: 3709.671875
	Iteration 484Q: 3 clusters Score -1.076761e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82190 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -10767629.000000 Penalty: 3709.671875
	Iteration 485Q: 3 clusters Score -1.076763e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82247 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -10767633.000000 Penalty: 3709.671875
	Iteration 486Q: 3 clusters Score -1.076763e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82316 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -10767621.000000 Penalty: 3709.671875
	Iteration 487Q: 3 clusters Score -1.076762e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82351 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -10767595.000000 Penalty: 3709.671875
	Iteration 488Q: 3 clusters Score -1.07676e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82450 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -10767557.000000 Penalty: 3709.671875
	Iteration 489Q: 3 clusters Score -1.076756e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82421 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -10767582.000000 Penalty: 3709.671875
	Iteration 490Q: 3 clusters Score -1.076758e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82302 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -10767595.000000 Penalty: 3709.671875
	Iteration 491Q: 3 clusters Score -1.07676e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82374 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -10767617.000000 Penalty: 3709.671875
	Iteration 492Q: 3 clusters Score -1.076762e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82260 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -10767640.000000 Penalty: 3709.671875
	Iteration 493Q: 3 clusters Score -1.076764e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82344 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -10767628.000000 Penalty: 3709.671875
	Iteration 494Q: 3 clusters Score -1.076763e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82357 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -10767624.000000 Penalty: 3709.671875
	Iteration 495Q: 3 clusters Score -1.076762e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82348 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -10767589.000000 Penalty: 3709.671875
	Iteration 496Q: 3 clusters Score -1.076759e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82400 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -10767586.000000 Penalty: 3709.671875
	Iteration 497Q: 3 clusters Score -1.076759e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82409 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -10767577.000000 Penalty: 3709.671875
	Iteration 498Q: 3 clusters Score -1.076758e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82373 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -10767542.000000 Penalty: 3709.671875
	Iteration 499Q: 3 clusters Score -1.076754e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82516 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -10767559.000000 Penalty: 3709.671875
	Iteration 500F: 3 clusters Score -1.076756e+07 nChanged 171
Maximum iterations exceeded
Entering ConstructFrom: 
Trying to split cluster 33 (369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Entering Unmasked Estep 
Score: -27784.828125 Penalty: 960.504456
	Iteration 0F: 2 clusters Score -27784.83 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 180 members 
Entering Unmasked Estep 
Score: -26855.417969 Penalty: 1921.008911
	Iteration 0F: 3 clusters Score -26855.42 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -27059.158203 Penalty: 1921.008911
	Iteration 1F: 3 clusters Score -27059.16 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -27167.398438 Penalty: 1921.008911
	Iteration 2F: 3 clusters Score -27167.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -27254.082031 Penalty: 1921.008911
	Iteration 3Q: 3 clusters Score -27254.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -27337.533203 Penalty: 1921.008911
	Iteration 4Q: 3 clusters Score -27337.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -27387.597656 Penalty: 1921.008911
	Iteration 5Q: 3 clusters Score -27387.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -27396.941406 Penalty: 1921.008911
	Iteration 6Q: 3 clusters Score -27396.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -27405.007812 Penalty: 1921.008911
	Iteration 7Q: 3 clusters Score -27405.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -27407.322266 Penalty: 1921.008911
	Iteration 8Q: 3 clusters Score -27407.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -27411.046875 Penalty: 1921.008911
	Iteration 9Q: 3 clusters Score -27411.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -27411.779297 Penalty: 1921.008911
	Iteration 10Q: 3 clusters Score -27411.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -27417.037109 Penalty: 1921.008911
	Iteration 11Q: 3 clusters Score -27417.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -27419.732422 Penalty: 1921.008911
	Iteration 12Q: 3 clusters Score -27419.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -27425.429688 Penalty: 1921.008911
	Iteration 13Q: 3 clusters Score -27425.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -27427.996094 Penalty: 1921.008911
	Iteration 14Q: 3 clusters Score -27428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -27429.378906 Penalty: 1921.008911
	Iteration 15F: 3 clusters Score -27429.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27435.875000 Penalty: 1921.008911
	Iteration 16Q: 3 clusters Score -27435.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -27440.898438 Penalty: 1921.008911
	Iteration 17Q: 3 clusters Score -27440.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -27449.083984 Penalty: 1921.008911
	Iteration 18Q: 3 clusters Score -27449.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -27464.419922 Penalty: 1921.008911
	Iteration 19Q: 3 clusters Score -27464.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -27467.876953 Penalty: 1921.008911
	Iteration 20F: 3 clusters Score -27467.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -27473.652344 Penalty: 1921.008911
	Iteration 21Q: 3 clusters Score -27473.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -27476.009766 Penalty: 1921.008911
	Iteration 22Q: 3 clusters Score -27476.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -27476.009766 Penalty: 1921.008911
	Iteration 23F: 3 clusters Score -27476.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Entering Unmasked Estep 
Score: -409926.500000 Penalty: 1339.362305
	Iteration 0F: 2 clusters Score -409926.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -406741.781250 Penalty: 2678.724609
	Iteration 0F: 3 clusters Score -406741.8 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -407588.312500 Penalty: 2678.724609
	Iteration 1F: 3 clusters Score -407588.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -407763.218750 Penalty: 2678.724609
	Iteration 2F: 3 clusters Score -407763.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -407876.062500 Penalty: 2678.724609
	Iteration 3F: 3 clusters Score -407876.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -407973.656250 Penalty: 2678.724609
	Iteration 4Q: 3 clusters Score -407973.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -408057.281250 Penalty: 2678.724609
	Iteration 5Q: 3 clusters Score -408057.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -408121.750000 Penalty: 2678.724609
	Iteration 6Q: 3 clusters Score -408121.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -408177.593750 Penalty: 2678.724609
	Iteration 7Q: 3 clusters Score -408177.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -408218.125000 Penalty: 2678.724609
	Iteration 8Q: 3 clusters Score -408218.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -408252.125000 Penalty: 2678.724609
	Iteration 9Q: 3 clusters Score -408252.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -408290.375000 Penalty: 2678.724609
	Iteration 10Q: 3 clusters Score -408290.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -408334.218750 Penalty: 2678.724609
	Iteration 11Q: 3 clusters Score -408334.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -408369.625000 Penalty: 2678.724609
	Iteration 12Q: 3 clusters Score -408369.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -408396.437500 Penalty: 2678.724609
	Iteration 13Q: 3 clusters Score -408396.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -408420.750000 Penalty: 2678.724609
	Iteration 14Q: 3 clusters Score -408420.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -408454.625000 Penalty: 2678.724609
	Iteration 15Q: 3 clusters Score -408454.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -408491.656250 Penalty: 2678.724609
	Iteration 16Q: 3 clusters Score -408491.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -408530.468750 Penalty: 2678.724609
	Iteration 17Q: 3 clusters Score -408530.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -408572.093750 Penalty: 2678.724609
	Iteration 18Q: 3 clusters Score -408572.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -408602.875000 Penalty: 2678.724609
	Iteration 19Q: 3 clusters Score -408602.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -408627.437500 Penalty: 2678.724609
	Iteration 20F: 3 clusters Score -408627.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -408645.187500 Penalty: 2678.724609
	Iteration 21Q: 3 clusters Score -408645.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -408660.656250 Penalty: 2678.724609
	Iteration 22Q: 3 clusters Score -408660.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -408677.750000 Penalty: 2678.724609
	Iteration 23Q: 3 clusters Score -408677.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -408691.312500 Penalty: 2678.724609
	Iteration 24Q: 3 clusters Score -408691.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -408703.312500 Penalty: 2678.724609
	Iteration 25Q: 3 clusters Score -408703.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -408712.093750 Penalty: 2678.724609
	Iteration 26Q: 3 clusters Score -408712.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -408724.187500 Penalty: 2678.724609
	Iteration 27Q: 3 clusters Score -408724.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -408729.500000 Penalty: 2678.724609
	Iteration 28Q: 3 clusters Score -408729.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -408735.562500 Penalty: 2678.724609
	Iteration 29Q: 3 clusters Score -408735.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -408741.281250 Penalty: 2678.724609
	Iteration 30Q: 3 clusters Score -408741.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -408750.968750 Penalty: 2678.724609
	Iteration 31Q: 3 clusters Score -408751 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -408760.312500 Penalty: 2678.724609
	Iteration 32Q: 3 clusters Score -408760.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -408772.031250 Penalty: 2678.724609
	Iteration 33Q: 3 clusters Score -408772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -408781.093750 Penalty: 2678.724609
	Iteration 34Q: 3 clusters Score -408781.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -408789.187500 Penalty: 2678.724609
	Iteration 35Q: 3 clusters Score -408789.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -408792.406250 Penalty: 2678.724609
	Iteration 36Q: 3 clusters Score -408792.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -408794.000000 Penalty: 2678.724609
	Iteration 37Q: 3 clusters Score -408794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -408797.500000 Penalty: 2678.724609
	Iteration 38Q: 3 clusters Score -408797.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -408801.031250 Penalty: 2678.724609
	Iteration 39Q: 3 clusters Score -408801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -408804.000000 Penalty: 2678.724609
	Iteration 40F: 3 clusters Score -408804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -408805.312500 Penalty: 2678.724609
	Iteration 41Q: 3 clusters Score -408805.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -408806.437500 Penalty: 2678.724609
	Iteration 42Q: 3 clusters Score -408806.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -408808.687500 Penalty: 2678.724609
	Iteration 43Q: 3 clusters Score -408808.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -408810.625000 Penalty: 2678.724609
	Iteration 44Q: 3 clusters Score -408810.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -408812.281250 Penalty: 2678.724609
	Iteration 45Q: 3 clusters Score -408812.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -408814.625000 Penalty: 2678.724609
	Iteration 46Q: 3 clusters Score -408814.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -408818.937500 Penalty: 2678.724609
	Iteration 47Q: 3 clusters Score -408818.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -408822.656250 Penalty: 2678.724609
	Iteration 48Q: 3 clusters Score -408822.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -408826.093750 Penalty: 2678.724609
	Iteration 49Q: 3 clusters Score -408826.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -408827.562500 Penalty: 2678.724609
	Iteration 50Q: 3 clusters Score -408827.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -408828.031250 Penalty: 2678.724609
	Iteration 51Q: 3 clusters Score -408828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -408827.875000 Penalty: 2678.724609
	Iteration 52Q: 3 clusters Score -408827.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -408827.875000 Penalty: 2678.724609
	Iteration 53F: 3 clusters Score -408827.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Entering Unmasked Estep 
Score: -111961.437500 Penalty: 1146.207642
	Iteration 0F: 2 clusters Score -111961.4 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 591 members 
Entering Unmasked Estep 
Score: -110404.804688 Penalty: 2292.415283
	Iteration 0F: 3 clusters Score -110404.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -110772.562500 Penalty: 2292.415283
	Iteration 1F: 3 clusters Score -110772.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -110892.234375 Penalty: 2292.415283
	Iteration 2F: 3 clusters Score -110892.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -110945.921875 Penalty: 2292.415283
	Iteration 3Q: 3 clusters Score -110945.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -110980.671875 Penalty: 2292.415283
	Iteration 4Q: 3 clusters Score -110980.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -111010.640625 Penalty: 2292.415283
	Iteration 5Q: 3 clusters Score -111010.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -111032.312500 Penalty: 2292.415283
	Iteration 6Q: 3 clusters Score -111032.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -111046.265625 Penalty: 2292.415283
	Iteration 7Q: 3 clusters Score -111046.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -111058.335938 Penalty: 2292.415283
	Iteration 8Q: 3 clusters Score -111058.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -111073.578125 Penalty: 2292.415283
	Iteration 9Q: 3 clusters Score -111073.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -111086.570312 Penalty: 2292.415283
	Iteration 10Q: 3 clusters Score -111086.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -111091.601562 Penalty: 2292.415283
	Iteration 11Q: 3 clusters Score -111091.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -111100.960938 Penalty: 2292.415283
	Iteration 12Q: 3 clusters Score -111101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -111110.351562 Penalty: 2292.415283
	Iteration 13Q: 3 clusters Score -111110.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -111121.492188 Penalty: 2292.415283
	Iteration 14Q: 3 clusters Score -111121.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -111132.804688 Penalty: 2292.415283
	Iteration 15Q: 3 clusters Score -111132.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -111149.062500 Penalty: 2292.415283
	Iteration 16Q: 3 clusters Score -111149.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -111160.054688 Penalty: 2292.415283
	Iteration 17Q: 3 clusters Score -111160.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -111169.757812 Penalty: 2292.415283
	Iteration 18Q: 3 clusters Score -111169.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -111178.562500 Penalty: 2292.415283
	Iteration 19Q: 3 clusters Score -111178.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -111190.257812 Penalty: 2292.415283
	Iteration 20F: 3 clusters Score -111190.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -111198.523438 Penalty: 2292.415283
	Iteration 21Q: 3 clusters Score -111198.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -111203.023438 Penalty: 2292.415283
	Iteration 22Q: 3 clusters Score -111203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -111210.734375 Penalty: 2292.415283
	Iteration 23Q: 3 clusters Score -111210.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -111212.593750 Penalty: 2292.415283
	Iteration 24Q: 3 clusters Score -111212.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -111216.867188 Penalty: 2292.415283
	Iteration 25Q: 3 clusters Score -111216.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -111222.656250 Penalty: 2292.415283
	Iteration 26Q: 3 clusters Score -111222.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -111227.812500 Penalty: 2292.415283
	Iteration 27Q: 3 clusters Score -111227.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -111229.484375 Penalty: 2292.415283
	Iteration 28Q: 3 clusters Score -111229.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -111235.171875 Penalty: 2292.415283
	Iteration 29Q: 3 clusters Score -111235.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -111246.109375 Penalty: 2292.415283
	Iteration 30Q: 3 clusters Score -111246.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -111253.890625 Penalty: 2292.415283
	Iteration 31Q: 3 clusters Score -111253.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -111263.757812 Penalty: 2292.415283
	Iteration 32Q: 3 clusters Score -111263.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -111277.601562 Penalty: 2292.415283
	Iteration 33Q: 3 clusters Score -111277.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -111290.179688 Penalty: 2292.415283
	Iteration 34Q: 3 clusters Score -111290.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -111298.867188 Penalty: 2292.415283
	Iteration 35Q: 3 clusters Score -111298.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -111305.171875 Penalty: 2292.415283
	Iteration 36Q: 3 clusters Score -111305.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -111309.015625 Penalty: 2292.415283
	Iteration 37Q: 3 clusters Score -111309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -111309.695312 Penalty: 2292.415283
	Iteration 38Q: 3 clusters Score -111309.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -111312.257812 Penalty: 2292.415283
	Iteration 39Q: 3 clusters Score -111312.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -111315.546875 Penalty: 2292.415283
	Iteration 40F: 3 clusters Score -111315.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -111319.039062 Penalty: 2292.415283
	Iteration 41Q: 3 clusters Score -111319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -111322.320312 Penalty: 2292.415283
	Iteration 42Q: 3 clusters Score -111322.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -111325.617188 Penalty: 2292.415283
	Iteration 43Q: 3 clusters Score -111325.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -111335.671875 Penalty: 2292.415283
	Iteration 44Q: 3 clusters Score -111335.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -111348.789062 Penalty: 2292.415283
	Iteration 45Q: 3 clusters Score -111348.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -111371.796875 Penalty: 2292.415283
	Iteration 46Q: 3 clusters Score -111371.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -111399.414062 Penalty: 2292.415283
	Iteration 47Q: 3 clusters Score -111399.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -111431.546875 Penalty: 2292.415283
	Iteration 48Q: 3 clusters Score -111431.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -111449.101562 Penalty: 2292.415283
	Iteration 49Q: 3 clusters Score -111449.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -111462.234375 Penalty: 2292.415283
	Iteration 50Q: 3 clusters Score -111462.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -111465.437500 Penalty: 2292.415283
	Iteration 51Q: 3 clusters Score -111465.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -111469.546875 Penalty: 2292.415283
	Iteration 52Q: 3 clusters Score -111469.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -111475.398438 Penalty: 2292.415283
	Iteration 53Q: 3 clusters Score -111475.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -111482.617188 Penalty: 2292.415283
	Iteration 54Q: 3 clusters Score -111482.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -111483.945312 Penalty: 2292.415283
	Iteration 55Q: 3 clusters Score -111483.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -111486.468750 Penalty: 2292.415283
	Iteration 56Q: 3 clusters Score -111486.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -111486.468750 Penalty: 2292.415283
	Iteration 57F: 3 clusters Score -111486.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (29568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Entering Unmasked Estep 
Score: -3435599.500000 Penalty: 1672.847778
	Iteration 0F: 2 clusters Score -3435600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -3415706.750000 Penalty: 3345.695557
	Iteration 0F: 3 clusters Score -3415707 nChanged 13502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -3423017.250000 Penalty: 3345.695557
	Iteration 1F: 3 clusters Score -3423017 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -3423330.250000 Penalty: 3345.695557
	Iteration 2Q: 3 clusters Score -3423330 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -3423639.250000 Penalty: 3345.695557
	Iteration 3Q: 3 clusters Score -3423639 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -3423987.500000 Penalty: 3345.695557
	Iteration 4Q: 3 clusters Score -3423988 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -3424468.000000 Penalty: 3345.695557
	Iteration 5Q: 3 clusters Score -3424468 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -3425198.500000 Penalty: 3345.695557
	Iteration 6Q: 3 clusters Score -3425198 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -3426434.250000 Penalty: 3345.695557
	Iteration 7F: 3 clusters Score -3426434 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -3428298.750000 Penalty: 3345.695557
	Iteration 8F: 3 clusters Score -3428299 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 25855 members 
Entering Unmasked Estep 
Score: -3430572.750000 Penalty: 3345.695557
	Iteration 9F: 3 clusters Score -3430573 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -3432479.250000 Penalty: 3345.695557
	Iteration 10F: 3 clusters Score -3432479 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 28812 members 
Entering Unmasked Estep 
Score: -3433460.000000 Penalty: 3345.695557
	Iteration 11Q: 3 clusters Score -3433460 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 29212 members 
Entering Unmasked Estep 
Score: -3433828.750000 Penalty: 3345.695557
	Iteration 12Q: 3 clusters Score -3433829 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
Score: -3433974.000000 Penalty: 3345.695557
	Iteration 13Q: 3 clusters Score -3433974 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 29383 members 
Entering Unmasked Estep 
Score: -3434051.750000 Penalty: 3345.695557
	Iteration 14Q: 3 clusters Score -3434052 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 29398 members 
Entering Unmasked Estep 
Score: -3434082.000000 Penalty: 3345.695557
	Iteration 15Q: 3 clusters Score -3434082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 29409 members 
Entering Unmasked Estep 
Score: -3434101.500000 Penalty: 3345.695557
	Iteration 16Q: 3 clusters Score -3434102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -3434121.250000 Penalty: 3345.695557
	Iteration 17Q: 3 clusters Score -3434121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 29418 members 
Entering Unmasked Estep 
Score: -3434135.000000 Penalty: 3345.695557
	Iteration 18Q: 3 clusters Score -3434135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
Score: -3434146.750000 Penalty: 3345.695557
	Iteration 19Q: 3 clusters Score -3434147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 29424 members 
Entering Unmasked Estep 
Score: -3434159.250000 Penalty: 3345.695557
	Iteration 20F: 3 clusters Score -3434159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 29428 members 
Entering Unmasked Estep 
Score: -3434169.750000 Penalty: 3345.695557
	Iteration 21Q: 3 clusters Score -3434170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
Score: -3434172.500000 Penalty: 3345.695557
	Iteration 22Q: 3 clusters Score -3434172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
Score: -3434174.750000 Penalty: 3345.695557
	Iteration 23Q: 3 clusters Score -3434175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 29428 members 
Entering Unmasked Estep 
Score: -3434179.000000 Penalty: 3345.695557
	Iteration 24Q: 3 clusters Score -3434179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -3434179.500000 Penalty: 3345.695557
	Iteration 25Q: 3 clusters Score -3434180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -3434179.500000 Penalty: 3345.695557
	Iteration 26F: 3 clusters Score -3434180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (115729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115729 members 
Entering Unmasked Estep 
Score: -13736248.000000 Penalty: 1894.588501
	Iteration 0F: 2 clusters Score -1.373625e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58292 members 
Mstep: Class 2 contains 57437 members 
Entering Unmasked Estep 
Score: -13663672.000000 Penalty: 3789.177002
	Iteration 0F: 3 clusters Score -1.366367e+07 nChanged 55608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64264 members 
Mstep: Class 2 contains 51465 members 
Entering Unmasked Estep 
Score: -13697357.000000 Penalty: 3789.177002
	Iteration 1F: 3 clusters Score -1.369736e+07 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67726 members 
Mstep: Class 2 contains 48003 members 
Entering Unmasked Estep 
Score: -13699803.000000 Penalty: 3789.177002
	Iteration 2Q: 3 clusters Score -1.36998e+07 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72604 members 
Mstep: Class 2 contains 43125 members 
Entering Unmasked Estep 
Score: -13704453.000000 Penalty: 3789.177002
	Iteration 3F: 3 clusters Score -1.370445e+07 nChanged 8043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78623 members 
Mstep: Class 2 contains 37106 members 
Entering Unmasked Estep 
Score: -13711618.000000 Penalty: 3789.177002
	Iteration 4F: 3 clusters Score -1.371162e+07 nChanged 8202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84553 members 
Mstep: Class 2 contains 31176 members 
Entering Unmasked Estep 
Score: -13719681.000000 Penalty: 3789.177002
	Iteration 5F: 3 clusters Score -1.371968e+07 nChanged 6995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88864 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -13725865.000000 Penalty: 3789.177002
	Iteration 6F: 3 clusters Score -1.372586e+07 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92028 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -13729057.000000 Penalty: 3789.177002
	Iteration 7Q: 3 clusters Score -1.372906e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94459 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -13730427.000000 Penalty: 3789.177002
	Iteration 8Q: 3 clusters Score -1.373043e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96701 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -13731099.000000 Penalty: 3789.177002
	Iteration 9Q: 3 clusters Score -1.37311e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98850 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -13731649.000000 Penalty: 3789.177002
	Iteration 10Q: 3 clusters Score -1.373165e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100592 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -13732088.000000 Penalty: 3789.177002
	Iteration 11Q: 3 clusters Score -1.373209e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101903 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -13732167.000000 Penalty: 3789.177002
	Iteration 12Q: 3 clusters Score -1.373217e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102990 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -13732418.000000 Penalty: 3789.177002
	Iteration 13Q: 3 clusters Score -1.373242e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103996 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -13732702.000000 Penalty: 3789.177002
	Iteration 14Q: 3 clusters Score -1.37327e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105031 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -13733035.000000 Penalty: 3789.177002
	Iteration 15Q: 3 clusters Score -1.373304e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106037 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -13733326.000000 Penalty: 3789.177002
	Iteration 16Q: 3 clusters Score -1.373333e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106997 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -13733634.000000 Penalty: 3789.177002
	Iteration 17Q: 3 clusters Score -1.373363e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107940 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -13733901.000000 Penalty: 3789.177002
	Iteration 18Q: 3 clusters Score -1.37339e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108861 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -13734119.000000 Penalty: 3789.177002
	Iteration 19Q: 3 clusters Score -1.373412e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109734 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -13734214.000000 Penalty: 3789.177002
	Iteration 20F: 3 clusters Score -1.373421e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110432 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -13734236.000000 Penalty: 3789.177002
	Iteration 21Q: 3 clusters Score -1.373424e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110989 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -13734397.000000 Penalty: 3789.177002
	Iteration 22Q: 3 clusters Score -1.37344e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111471 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -13734468.000000 Penalty: 3789.177002
	Iteration 23Q: 3 clusters Score -1.373447e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111824 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -13734492.000000 Penalty: 3789.177002
	Iteration 24Q: 3 clusters Score -1.373449e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112126 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -13734565.000000 Penalty: 3789.177002
	Iteration 25Q: 3 clusters Score -1.373456e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112402 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -13734570.000000 Penalty: 3789.177002
	Iteration 26Q: 3 clusters Score -1.373457e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112622 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -13734616.000000 Penalty: 3789.177002
	Iteration 27Q: 3 clusters Score -1.373462e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112796 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -13734635.000000 Penalty: 3789.177002
	Iteration 28Q: 3 clusters Score -1.373464e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112968 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -13734658.000000 Penalty: 3789.177002
	Iteration 29Q: 3 clusters Score -1.373466e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113130 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -13734687.000000 Penalty: 3789.177002
	Iteration 30Q: 3 clusters Score -1.373469e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113260 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -13734677.000000 Penalty: 3789.177002
	Iteration 31Q: 3 clusters Score -1.373468e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113395 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -13734709.000000 Penalty: 3789.177002
	Iteration 32Q: 3 clusters Score -1.373471e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113506 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -13734749.000000 Penalty: 3789.177002
	Iteration 33Q: 3 clusters Score -1.373475e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113608 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -13734746.000000 Penalty: 3789.177002
	Iteration 34Q: 3 clusters Score -1.373475e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113686 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -13734768.000000 Penalty: 3789.177002
	Iteration 35Q: 3 clusters Score -1.373477e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113747 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -13734745.000000 Penalty: 3789.177002
	Iteration 36Q: 3 clusters Score -1.373474e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113809 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -13734750.000000 Penalty: 3789.177002
	Iteration 37Q: 3 clusters Score -1.373475e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113859 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -13734776.000000 Penalty: 3789.177002
	Iteration 38Q: 3 clusters Score -1.373478e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113905 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -13734770.000000 Penalty: 3789.177002
	Iteration 39Q: 3 clusters Score -1.373477e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113944 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -13734756.000000 Penalty: 3789.177002
	Iteration 40F: 3 clusters Score -1.373476e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113983 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -13734757.000000 Penalty: 3789.177002
	Iteration 41Q: 3 clusters Score -1.373476e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114024 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -13734762.000000 Penalty: 3789.177002
	Iteration 42Q: 3 clusters Score -1.373476e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114074 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -13734782.000000 Penalty: 3789.177002
	Iteration 43Q: 3 clusters Score -1.373478e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114127 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -13734804.000000 Penalty: 3789.177002
	Iteration 44Q: 3 clusters Score -1.37348e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114180 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -13734818.000000 Penalty: 3789.177002
	Iteration 45Q: 3 clusters Score -1.373482e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114216 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -13734814.000000 Penalty: 3789.177002
	Iteration 46Q: 3 clusters Score -1.373481e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114240 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -13734810.000000 Penalty: 3789.177002
	Iteration 47Q: 3 clusters Score -1.373481e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114261 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -13734821.000000 Penalty: 3789.177002
	Iteration 48Q: 3 clusters Score -1.373482e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114276 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -13734820.000000 Penalty: 3789.177002
	Iteration 49Q: 3 clusters Score -1.373482e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114295 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -13734818.000000 Penalty: 3789.177002
	Iteration 50Q: 3 clusters Score -1.373482e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114310 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -13734815.000000 Penalty: 3789.177002
	Iteration 51Q: 3 clusters Score -1.373482e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114320 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -13734817.000000 Penalty: 3789.177002
	Iteration 52Q: 3 clusters Score -1.373482e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114332 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -13734808.000000 Penalty: 3789.177002
	Iteration 53Q: 3 clusters Score -1.373481e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114347 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -13734811.000000 Penalty: 3789.177002
	Iteration 54Q: 3 clusters Score -1.373481e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114364 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -13734823.000000 Penalty: 3789.177002
	Iteration 55Q: 3 clusters Score -1.373482e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114381 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -13734843.000000 Penalty: 3789.177002
	Iteration 56Q: 3 clusters Score -1.373484e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114397 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -13734848.000000 Penalty: 3789.177002
	Iteration 57Q: 3 clusters Score -1.373485e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114405 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -13734860.000000 Penalty: 3789.177002
	Iteration 58Q: 3 clusters Score -1.373486e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114414 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -13734856.000000 Penalty: 3789.177002
	Iteration 59Q: 3 clusters Score -1.373486e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114421 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -13734857.000000 Penalty: 3789.177002
	Iteration 60F: 3 clusters Score -1.373486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114423 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -13734859.000000 Penalty: 3789.177002
	Iteration 61Q: 3 clusters Score -1.373486e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114427 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -13734861.000000 Penalty: 3789.177002
	Iteration 62Q: 3 clusters Score -1.373486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114430 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -13734849.000000 Penalty: 3789.177002
	Iteration 63Q: 3 clusters Score -1.373485e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114431 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -13734863.000000 Penalty: 3789.177002
	Iteration 64Q: 3 clusters Score -1.373486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114432 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -13734860.000000 Penalty: 3789.177002
	Iteration 65Q: 3 clusters Score -1.373486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114433 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -13734852.000000 Penalty: 3789.177002
	Iteration 66Q: 3 clusters Score -1.373485e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114433 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -13734852.000000 Penalty: 3789.177002
	Iteration 67F: 3 clusters Score -1.373485e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -31187.400391 Penalty: 984.607483
	Iteration 0F: 2 clusters Score -31187.4 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 220 members 
Entering Unmasked Estep 
Score: -30301.076172 Penalty: 1969.214966
	Iteration 0F: 3 clusters Score -30301.08 nChanged 116
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: -30588.806641 Penalty: 1969.214966
	Iteration 1F: 3 clusters Score -30588.81 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -30752.644531 Penalty: 1969.214966
	Iteration 2F: 3 clusters Score -30752.64 nChanged 12
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: -30797.220703 Penalty: 1969.214966
	Iteration 3Q: 3 clusters Score -30797.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -30842.263672 Penalty: 1969.214966
	Iteration 4Q: 3 clusters Score -30842.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -30912.132812 Penalty: 1969.214966
	Iteration 5Q: 3 clusters Score -30912.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -30993.238281 Penalty: 1969.214966
	Iteration 6Q: 3 clusters Score -30993.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -31035.447266 Penalty: 1969.214966
	Iteration 7Q: 3 clusters Score -31035.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -31078.710938 Penalty: 1969.214966
	Iteration 8Q: 3 clusters Score -31078.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -31087.943359 Penalty: 1969.214966
	Iteration 9Q: 3 clusters Score -31087.94 nChanged 2
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: -31091.441406 Penalty: 1969.214966
	Iteration 10Q: 3 clusters Score -31091.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -31103.273438 Penalty: 1969.214966
	Iteration 11Q: 3 clusters Score -31103.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -31109.300781 Penalty: 1969.214966
	Iteration 12Q: 3 clusters Score -31109.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -31112.650391 Penalty: 1969.214966
	Iteration 13Q: 3 clusters Score -31112.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -31112.650391 Penalty: 1969.214966
	Iteration 14F: 3 clusters Score -31112.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Entering Unmasked Estep 
Score: -79247.992188 Penalty: 1074.674927
	Iteration 0F: 2 clusters Score -79247.99 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 382 members 
Entering Unmasked Estep 
Score: -78001.187500 Penalty: 2149.349854
	Iteration 0F: 3 clusters Score -78001.19 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -78213.734375 Penalty: 2149.349854
	Iteration 1F: 3 clusters Score -78213.73 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -78276.820312 Penalty: 2149.349854
	Iteration 2F: 3 clusters Score -78276.82 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -78328.031250 Penalty: 2149.349854
	Iteration 3Q: 3 clusters Score -78328.03 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -78373.179688 Penalty: 2149.349854
	Iteration 4Q: 3 clusters Score -78373.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -78402.304688 Penalty: 2149.349854
	Iteration 5Q: 3 clusters Score -78402.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -78435.109375 Penalty: 2149.349854
	Iteration 6Q: 3 clusters Score -78435.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -78462.718750 Penalty: 2149.349854
	Iteration 7Q: 3 clusters Score -78462.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -78476.437500 Penalty: 2149.349854
	Iteration 8Q: 3 clusters Score -78476.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -78483.546875 Penalty: 2149.349854
	Iteration 9Q: 3 clusters Score -78483.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -78483.546875 Penalty: 2149.349854
	Iteration 10F: 3 clusters Score -78483.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (8586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Entering Unmasked Estep 
Score: -1027545.750000 Penalty: 1471.906860
	Iteration 0F: 2 clusters Score -1027546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1021340.687500 Penalty: 2943.813721
	Iteration 0F: 3 clusters Score -1021341 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1023335.062500 Penalty: 2943.813721
	Iteration 1F: 3 clusters Score -1023335 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1023634.500000 Penalty: 2943.813721
	Iteration 2F: 3 clusters Score -1023634 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1023939.562500 Penalty: 2943.813721
	Iteration 3F: 3 clusters Score -1023940 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1024292.312500 Penalty: 2943.813721
	Iteration 4F: 3 clusters Score -1024292 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1024669.062500 Penalty: 2943.813721
	Iteration 5F: 3 clusters Score -1024669 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1025064.437500 Penalty: 2943.813721
	Iteration 6F: 3 clusters Score -1025064 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1025430.437500 Penalty: 2943.813721
	Iteration 7Q: 3 clusters Score -1025430 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1025691.187500 Penalty: 2943.813721
	Iteration 8Q: 3 clusters Score -1025691 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1025874.187500 Penalty: 2943.813721
	Iteration 9Q: 3 clusters Score -1025874 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1025997.250000 Penalty: 2943.813721
	Iteration 10Q: 3 clusters Score -1025997 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1026074.187500 Penalty: 2943.813721
	Iteration 11Q: 3 clusters Score -1026074 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1026137.312500 Penalty: 2943.813721
	Iteration 12Q: 3 clusters Score -1026137 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1026173.812500 Penalty: 2943.813721
	Iteration 13Q: 3 clusters Score -1026174 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1026201.687500 Penalty: 2943.813721
	Iteration 14Q: 3 clusters Score -1026202 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1026221.562500 Penalty: 2943.813721
	Iteration 15Q: 3 clusters Score -1026222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1026236.500000 Penalty: 2943.813721
	Iteration 16Q: 3 clusters Score -1026236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1026251.125000 Penalty: 2943.813721
	Iteration 17Q: 3 clusters Score -1026251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1026255.812500 Penalty: 2943.813721
	Iteration 18Q: 3 clusters Score -1026256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1026261.375000 Penalty: 2943.813721
	Iteration 19Q: 3 clusters Score -1026261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1026268.750000 Penalty: 2943.813721
	Iteration 20F: 3 clusters Score -1026269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1026278.437500 Penalty: 2943.813721
	Iteration 21Q: 3 clusters Score -1026278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1026282.062500 Penalty: 2943.813721
	Iteration 22Q: 3 clusters Score -1026282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1026283.937500 Penalty: 2943.813721
	Iteration 23Q: 3 clusters Score -1026284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1026284.875000 Penalty: 2943.813721
	Iteration 24Q: 3 clusters Score -1026285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1026284.687500 Penalty: 2943.813721
	Iteration 25Q: 3 clusters Score -1026285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1026284.687500 Penalty: 2943.813721
	Iteration 26F: 3 clusters Score -1026285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (28032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Entering Unmasked Estep 
Score: -3077349.750000 Penalty: 1664.179077
	Iteration 0F: 2 clusters Score -3077350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -3058489.000000 Penalty: 3328.358154
	Iteration 0F: 3 clusters Score -3058489 nChanged 12940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -3065629.000000 Penalty: 3328.358154
	Iteration 1F: 3 clusters Score -3065629 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -3066001.250000 Penalty: 3328.358154
	Iteration 2Q: 3 clusters Score -3066001 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -3066383.750000 Penalty: 3328.358154
	Iteration 3Q: 3 clusters Score -3066384 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -3066858.750000 Penalty: 3328.358154
	Iteration 4Q: 3 clusters Score -3066859 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -3067539.500000 Penalty: 3328.358154
	Iteration 5Q: 3 clusters Score -3067540 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -3068528.750000 Penalty: 3328.358154
	Iteration 6F: 3 clusters Score -3068529 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -3069993.500000 Penalty: 3328.358154
	Iteration 7F: 3 clusters Score -3069994 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -3071682.500000 Penalty: 3328.358154
	Iteration 8F: 3 clusters Score -3071682 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -3073340.750000 Penalty: 3328.358154
	Iteration 9F: 3 clusters Score -3073341 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3074620.500000 Penalty: 3328.358154
	Iteration 10Q: 3 clusters Score -3074620 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3075313.000000 Penalty: 3328.358154
	Iteration 11Q: 3 clusters Score -3075313 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3075679.250000 Penalty: 3328.358154
	Iteration 12Q: 3 clusters Score -3075679 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3075884.250000 Penalty: 3328.358154
	Iteration 13Q: 3 clusters Score -3075884 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3075991.250000 Penalty: 3328.358154
	Iteration 14Q: 3 clusters Score -3075991 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3076061.500000 Penalty: 3328.358154
	Iteration 15Q: 3 clusters Score -3076062 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27560 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3076102.750000 Penalty: 3328.358154
	Iteration 16Q: 3 clusters Score -3076103 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3076120.500000 Penalty: 3328.358154
	Iteration 17Q: 3 clusters Score -3076120 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3076142.250000 Penalty: 3328.358154
	Iteration 18Q: 3 clusters Score -3076142 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27574 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3076169.000000 Penalty: 3328.358154
	Iteration 19Q: 3 clusters Score -3076169 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27584 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3076187.750000 Penalty: 3328.358154
	Iteration 20F: 3 clusters Score -3076188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3076204.000000 Penalty: 3328.358154
	Iteration 21Q: 3 clusters Score -3076204 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3076223.250000 Penalty: 3328.358154
	Iteration 22Q: 3 clusters Score -3076223 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27609 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3076244.250000 Penalty: 3328.358154
	Iteration 23Q: 3 clusters Score -3076244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3076255.750000 Penalty: 3328.358154
	Iteration 24Q: 3 clusters Score -3076256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27609 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3076258.750000 Penalty: 3328.358154
	Iteration 25Q: 3 clusters Score -3076259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27609 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3076270.500000 Penalty: 3328.358154
	Iteration 26Q: 3 clusters Score -3076270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3076272.000000 Penalty: 3328.358154
	Iteration 27Q: 3 clusters Score -3076272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3076270.250000 Penalty: 3328.358154
	Iteration 28Q: 3 clusters Score -3076270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3076276.000000 Penalty: 3328.358154
	Iteration 29Q: 3 clusters Score -3076276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3076281.250000 Penalty: 3328.358154
	Iteration 30Q: 3 clusters Score -3076281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3076284.250000 Penalty: 3328.358154
	Iteration 31Q: 3 clusters Score -3076284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3076289.500000 Penalty: 3328.358154
	Iteration 32Q: 3 clusters Score -3076290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3076300.750000 Penalty: 3328.358154
	Iteration 33Q: 3 clusters Score -3076301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3076301.500000 Penalty: 3328.358154
	Iteration 34Q: 3 clusters Score -3076302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3076306.750000 Penalty: 3328.358154
	Iteration 35Q: 3 clusters Score -3076307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27597 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3076304.250000 Penalty: 3328.358154
	Iteration 36Q: 3 clusters Score -3076304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3076304.250000 Penalty: 3328.358154
	Iteration 37Q: 3 clusters Score -3076304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3076307.250000 Penalty: 3328.358154
	Iteration 38Q: 3 clusters Score -3076307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3076306.250000 Penalty: 3328.358154
	Iteration 39Q: 3 clusters Score -3076306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3076307.250000 Penalty: 3328.358154
	Iteration 40F: 3 clusters Score -3076307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3076306.250000 Penalty: 3328.358154
	Iteration 41Q: 3 clusters Score -3076306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3076307.750000 Penalty: 3328.358154
	Iteration 42Q: 3 clusters Score -3076308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27595 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3076308.750000 Penalty: 3328.358154
	Iteration 43Q: 3 clusters Score -3076309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27597 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3076308.750000 Penalty: 3328.358154
	Iteration 44Q: 3 clusters Score -3076309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27597 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3076308.750000 Penalty: 3328.358154
	Iteration 45F: 3 clusters Score -3076309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Entering Unmasked Estep 
Score: -57047.238281 Penalty: 1030.308350
	Iteration 0F: 2 clusters Score -57047.24 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 276 members 
Entering Unmasked Estep 
Score: -55939.675781 Penalty: 2060.616699
	Iteration 0F: 3 clusters Score -55939.68 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -56097.304688 Penalty: 2060.616699
	Iteration 1F: 3 clusters Score -56097.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -56158.597656 Penalty: 2060.616699
	Iteration 2F: 3 clusters Score -56158.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -56219.210938 Penalty: 2060.616699
	Iteration 3Q: 3 clusters Score -56219.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -56270.027344 Penalty: 2060.616699
	Iteration 4Q: 3 clusters Score -56270.03 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -56335.812500 Penalty: 2060.616699
	Iteration 5Q: 3 clusters Score -56335.81 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -56393.445312 Penalty: 2060.616699
	Iteration 6Q: 3 clusters Score -56393.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -56418.937500 Penalty: 2060.616699
	Iteration 7Q: 3 clusters Score -56418.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -56438.929688 Penalty: 2060.616699
	Iteration 8Q: 3 clusters Score -56438.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -56465.242188 Penalty: 2060.616699
	Iteration 9Q: 3 clusters Score -56465.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -56477.062500 Penalty: 2060.616699
	Iteration 10Q: 3 clusters Score -56477.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -56490.351562 Penalty: 2060.616699
	Iteration 11Q: 3 clusters Score -56490.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -56512.062500 Penalty: 2060.616699
	Iteration 12Q: 3 clusters Score -56512.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -56520.449219 Penalty: 2060.616699
	Iteration 13Q: 3 clusters Score -56520.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -56524.484375 Penalty: 2060.616699
	Iteration 14Q: 3 clusters Score -56524.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -56524.484375 Penalty: 2060.616699
	Iteration 15F: 3 clusters Score -56524.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (96194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96194 members 
Entering Unmasked Estep 
Score: -11246737.000000 Penalty: 1864.544800
	Iteration 0F: 2 clusters Score -1.124674e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48397 members 
Mstep: Class 2 contains 47797 members 
Entering Unmasked Estep 
Score: -11183110.000000 Penalty: 3729.089600
	Iteration 0F: 3 clusters Score -1.118311e+07 nChanged 46042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53451 members 
Mstep: Class 2 contains 42743 members 
Entering Unmasked Estep 
Score: -11210552.000000 Penalty: 3729.089600
	Iteration 1F: 3 clusters Score -1.121055e+07 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56637 members 
Mstep: Class 2 contains 39557 members 
Entering Unmasked Estep 
Score: -11212154.000000 Penalty: 3729.089600
	Iteration 2Q: 3 clusters Score -1.121215e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61027 members 
Mstep: Class 2 contains 35167 members 
Entering Unmasked Estep 
Score: -11214668.000000 Penalty: 3729.089600
	Iteration 3F: 3 clusters Score -1.121467e+07 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66754 members 
Mstep: Class 2 contains 29440 members 
Entering Unmasked Estep 
Score: -11218719.000000 Penalty: 3729.089600
	Iteration 4F: 3 clusters Score -1.121872e+07 nChanged 7188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73656 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -11224635.000000 Penalty: 3729.089600
	Iteration 5F: 3 clusters Score -1.122464e+07 nChanged 7254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80780 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -11231209.000000 Penalty: 3729.089600
	Iteration 6F: 3 clusters Score -1.123121e+07 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86704 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -11236976.000000 Penalty: 3729.089600
	Iteration 7F: 3 clusters Score -1.123698e+07 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90757 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -11241075.000000 Penalty: 3729.089600
	Iteration 8Q: 3 clusters Score -1.124108e+07 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93063 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -11243049.000000 Penalty: 3729.089600
	Iteration 9Q: 3 clusters Score -1.124305e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94263 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -11244098.000000 Penalty: 3729.089600
	Iteration 10Q: 3 clusters Score -1.12441e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94912 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -11244543.000000 Penalty: 3729.089600
	Iteration 11Q: 3 clusters Score -1.124454e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95279 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -11244778.000000 Penalty: 3729.089600
	Iteration 12Q: 3 clusters Score -1.124478e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95488 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -11244900.000000 Penalty: 3729.089600
	Iteration 13Q: 3 clusters Score -1.12449e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95616 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -11245002.000000 Penalty: 3729.089600
	Iteration 14Q: 3 clusters Score -1.1245e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95690 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -11245057.000000 Penalty: 3729.089600
	Iteration 15Q: 3 clusters Score -1.124506e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95732 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -11245073.000000 Penalty: 3729.089600
	Iteration 16Q: 3 clusters Score -1.124507e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95762 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -11245079.000000 Penalty: 3729.089600
	Iteration 17Q: 3 clusters Score -1.124508e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95783 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -11245114.000000 Penalty: 3729.089600
	Iteration 18Q: 3 clusters Score -1.124511e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95802 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -11245122.000000 Penalty: 3729.089600
	Iteration 19Q: 3 clusters Score -1.124512e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95814 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -11245138.000000 Penalty: 3729.089600
	Iteration 20F: 3 clusters Score -1.124514e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95819 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -11245145.000000 Penalty: 3729.089600
	Iteration 21Q: 3 clusters Score -1.124514e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95820 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -11245146.000000 Penalty: 3729.089600
	Iteration 22Q: 3 clusters Score -1.124515e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95822 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -11245145.000000 Penalty: 3729.089600
	Iteration 23Q: 3 clusters Score -1.124514e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95827 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -11245149.000000 Penalty: 3729.089600
	Iteration 24Q: 3 clusters Score -1.124515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95827 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -11245152.000000 Penalty: 3729.089600
	Iteration 25Q: 3 clusters Score -1.124515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95829 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -11245146.000000 Penalty: 3729.089600
	Iteration 26Q: 3 clusters Score -1.124515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95830 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -11245148.000000 Penalty: 3729.089600
	Iteration 27Q: 3 clusters Score -1.124515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95829 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -11245153.000000 Penalty: 3729.089600
	Iteration 28Q: 3 clusters Score -1.124515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95830 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -11245152.000000 Penalty: 3729.089600
	Iteration 29Q: 3 clusters Score -1.124515e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95830 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -11245152.000000 Penalty: 3729.089600
	Iteration 30F: 3 clusters Score -1.124515e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (101559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101559 members 
Entering Unmasked Estep 
Score: -12010916.000000 Penalty: 1873.364136
	Iteration 0F: 2 clusters Score -1.201092e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50844 members 
Mstep: Class 2 contains 50715 members 
Entering Unmasked Estep 
Score: -11944246.000000 Penalty: 3746.728271
	Iteration 0F: 3 clusters Score -1.194425e+07 nChanged 48563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52537 members 
Mstep: Class 2 contains 49022 members 
Entering Unmasked Estep 
Score: -11972328.000000 Penalty: 3746.728271
	Iteration 1F: 3 clusters Score -1.197233e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53757 members 
Mstep: Class 2 contains 47802 members 
Entering Unmasked Estep 
Score: -11972916.000000 Penalty: 3746.728271
	Iteration 2Q: 3 clusters Score -1.197292e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55704 members 
Mstep: Class 2 contains 45855 members 
Entering Unmasked Estep 
Score: -11973474.000000 Penalty: 3746.728271
	Iteration 3Q: 3 clusters Score -1.197347e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58593 members 
Mstep: Class 2 contains 42966 members 
Entering Unmasked Estep 
Score: -11974576.000000 Penalty: 3746.728271
	Iteration 4Q: 3 clusters Score -1.197458e+07 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62918 members 
Mstep: Class 2 contains 38641 members 
Entering Unmasked Estep 
Score: -11976351.000000 Penalty: 3746.728271
	Iteration 5Q: 3 clusters Score -1.197635e+07 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69089 members 
Mstep: Class 2 contains 32470 members 
Entering Unmasked Estep 
Score: -11979822.000000 Penalty: 3746.728271
	Iteration 6F: 3 clusters Score -1.197982e+07 nChanged 8241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77322 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -11986201.000000 Penalty: 3746.728271
	Iteration 7F: 3 clusters Score -1.19862e+07 nChanged 9417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86737 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -11995052.000000 Penalty: 3746.728271
	Iteration 8F: 3 clusters Score -1.199505e+07 nChanged 8167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94904 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -12002709.000000 Penalty: 3746.728271
	Iteration 9F: 3 clusters Score -1.200271e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99456 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -12007183.000000 Penalty: 3746.728271
	Iteration 10Q: 3 clusters Score -1.200718e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101006 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -12008711.000000 Penalty: 3746.728271
	Iteration 11Q: 3 clusters Score -1.200871e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101365 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -12009054.000000 Penalty: 3746.728271
	Iteration 12Q: 3 clusters Score -1.200905e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101422 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12009137.000000 Penalty: 3746.728271
	Iteration 13Q: 3 clusters Score -1.200914e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101441 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12009181.000000 Penalty: 3746.728271
	Iteration 14Q: 3 clusters Score -1.200918e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101448 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12009209.000000 Penalty: 3746.728271
	Iteration 15Q: 3 clusters Score -1.200921e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101453 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12009230.000000 Penalty: 3746.728271
	Iteration 16Q: 3 clusters Score -1.200923e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101455 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12009231.000000 Penalty: 3746.728271
	Iteration 17Q: 3 clusters Score -1.200923e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101455 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12009240.000000 Penalty: 3746.728271
	Iteration 18Q: 3 clusters Score -1.200924e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101456 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12009242.000000 Penalty: 3746.728271
	Iteration 19Q: 3 clusters Score -1.200924e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101456 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12009242.000000 Penalty: 3746.728271
	Iteration 20F: 3 clusters Score -1.200924e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -12708.798828 Penalty: 889.243958
	Iteration 0F: 2 clusters Score -12708.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12023.189453 Penalty: 1778.487915
	Iteration 0F: 3 clusters Score -12023.19 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12231.204102 Penalty: 1778.487915
	Iteration 1F: 3 clusters Score -12231.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12337.826172 Penalty: 1778.487915
	Iteration 2F: 3 clusters Score -12337.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12385.814453 Penalty: 1778.487915
	Iteration 3Q: 3 clusters Score -12385.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12427.220703 Penalty: 1778.487915
	Iteration 4Q: 3 clusters Score -12427.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -12493.011719 Penalty: 1778.487915
	Iteration 5Q: 3 clusters Score -12493.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12494.369141 Penalty: 1778.487915
	Iteration 6Q: 3 clusters Score -12494.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12528.149414 Penalty: 1778.487915
	Iteration 7Q: 3 clusters Score -12528.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12545.949219 Penalty: 1778.487915
	Iteration 8Q: 3 clusters Score -12545.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -12545.949219 Penalty: 1778.487915
	Iteration 9F: 3 clusters Score -12545.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -41706.300781 Penalty: 999.819092
	Iteration 0F: 2 clusters Score -41706.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -40708.968750 Penalty: 1999.638184
	Iteration 0F: 3 clusters Score -40708.97 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -40961.316406 Penalty: 1999.638184
	Iteration 1F: 3 clusters Score -40961.32 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -41050.371094 Penalty: 1999.638184
	Iteration 2F: 3 clusters Score -41050.37 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -41142.632812 Penalty: 1999.638184
	Iteration 3F: 3 clusters Score -41142.63 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -41197.871094 Penalty: 1999.638184
	Iteration 4F: 3 clusters Score -41197.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -41240.894531 Penalty: 1999.638184
	Iteration 5Q: 3 clusters Score -41240.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -41258.531250 Penalty: 1999.638184
	Iteration 6Q: 3 clusters Score -41258.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -41276.710938 Penalty: 1999.638184
	Iteration 7Q: 3 clusters Score -41276.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -41288.625000 Penalty: 1999.638184
	Iteration 8Q: 3 clusters Score -41288.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -41292.761719 Penalty: 1999.638184
	Iteration 9Q: 3 clusters Score -41292.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -41294.226562 Penalty: 1999.638184
	Iteration 10Q: 3 clusters Score -41294.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -41294.226562 Penalty: 1999.638184
	Iteration 11F: 3 clusters Score -41294.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Entering Unmasked Estep 
Score: -49915.898438 Penalty: 1016.559387
	Iteration 0F: 2 clusters Score -49915.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -48889.187500 Penalty: 2033.118774
	Iteration 0F: 3 clusters Score -48889.19 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -49110.855469 Penalty: 2033.118774
	Iteration 1F: 3 clusters Score -49110.86 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -49205.660156 Penalty: 2033.118774
	Iteration 2F: 3 clusters Score -49205.66 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -49282.070312 Penalty: 2033.118774
	Iteration 3F: 3 clusters Score -49282.07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -49327.601562 Penalty: 2033.118774
	Iteration 4Q: 3 clusters Score -49327.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -49368.832031 Penalty: 2033.118774
	Iteration 5Q: 3 clusters Score -49368.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -49384.937500 Penalty: 2033.118774
	Iteration 6Q: 3 clusters Score -49384.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -49400.074219 Penalty: 2033.118774
	Iteration 7Q: 3 clusters Score -49400.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -49407.121094 Penalty: 2033.118774
	Iteration 8Q: 3 clusters Score -49407.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -49407.121094 Penalty: 2033.118774
	Iteration 9F: 3 clusters Score -49407.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -22662.605469 Penalty: 935.821533
	Iteration 0F: 2 clusters Score -22662.61 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 140 members 
Entering Unmasked Estep 
Score: -21850.412109 Penalty: 1871.643066
	Iteration 0F: 3 clusters Score -21850.41 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -22188.867188 Penalty: 1871.643066
	Iteration 1F: 3 clusters Score -22188.87 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -22372.964844 Penalty: 1871.643066
	Iteration 2F: 3 clusters Score -22372.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -22466.634766 Penalty: 1871.643066
	Iteration 3F: 3 clusters Score -22466.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -22492.931641 Penalty: 1871.643066
	Iteration 4Q: 3 clusters Score -22492.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -22526.152344 Penalty: 1871.643066
	Iteration 5Q: 3 clusters Score -22526.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -22549.470703 Penalty: 1871.643066
	Iteration 6Q: 3 clusters Score -22549.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -22554.248047 Penalty: 1871.643066
	Iteration 7Q: 3 clusters Score -22554.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -22565.658203 Penalty: 1871.643066
	Iteration 8Q: 3 clusters Score -22565.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -22566.939453 Penalty: 1871.643066
	Iteration 9Q: 3 clusters Score -22566.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -22566.939453 Penalty: 1871.643066
	Iteration 10F: 3 clusters Score -22566.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (9639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Entering Unmasked Estep 
Score: -1151891.500000 Penalty: 1490.705566
	Iteration 0F: 2 clusters Score -1151892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1144951.000000 Penalty: 2981.411133
	Iteration 0F: 3 clusters Score -1144951 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1147140.375000 Penalty: 2981.411133
	Iteration 1F: 3 clusters Score -1147140 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1147346.000000 Penalty: 2981.411133
	Iteration 2F: 3 clusters Score -1147346 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1147522.875000 Penalty: 2981.411133
	Iteration 3Q: 3 clusters Score -1147523 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1147680.625000 Penalty: 2981.411133
	Iteration 4Q: 3 clusters Score -1147681 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1147868.125000 Penalty: 2981.411133
	Iteration 5Q: 3 clusters Score -1147868 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1148111.375000 Penalty: 2981.411133
	Iteration 6Q: 3 clusters Score -1148111 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1148417.875000 Penalty: 2981.411133
	Iteration 7F: 3 clusters Score -1148418 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1148825.625000 Penalty: 2981.411133
	Iteration 8F: 3 clusters Score -1148826 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1149320.625000 Penalty: 2981.411133
	Iteration 9F: 3 clusters Score -1149321 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1149776.250000 Penalty: 2981.411133
	Iteration 10F: 3 clusters Score -1149776 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1150114.500000 Penalty: 2981.411133
	Iteration 11Q: 3 clusters Score -1150114 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1150319.750000 Penalty: 2981.411133
	Iteration 12Q: 3 clusters Score -1150320 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1150431.125000 Penalty: 2981.411133
	Iteration 13Q: 3 clusters Score -1150431 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1150520.750000 Penalty: 2981.411133
	Iteration 14Q: 3 clusters Score -1150521 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1150570.750000 Penalty: 2981.411133
	Iteration 15Q: 3 clusters Score -1150571 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1150590.250000 Penalty: 2981.411133
	Iteration 16Q: 3 clusters Score -1150590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1150607.875000 Penalty: 2981.411133
	Iteration 17Q: 3 clusters Score -1150608 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1150624.250000 Penalty: 2981.411133
	Iteration 18Q: 3 clusters Score -1150624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1150635.000000 Penalty: 2981.411133
	Iteration 19Q: 3 clusters Score -1150635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1150643.375000 Penalty: 2981.411133
	Iteration 20F: 3 clusters Score -1150643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1150648.625000 Penalty: 2981.411133
	Iteration 21Q: 3 clusters Score -1150649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1150650.625000 Penalty: 2981.411133
	Iteration 22Q: 3 clusters Score -1150651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1150654.375000 Penalty: 2981.411133
	Iteration 23Q: 3 clusters Score -1150654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1150657.750000 Penalty: 2981.411133
	Iteration 24Q: 3 clusters Score -1150658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1150663.500000 Penalty: 2981.411133
	Iteration 25Q: 3 clusters Score -1150664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1150663.250000 Penalty: 2981.411133
	Iteration 26Q: 3 clusters Score -1150663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1150665.875000 Penalty: 2981.411133
	Iteration 27Q: 3 clusters Score -1150666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1150666.375000 Penalty: 2981.411133
	Iteration 28Q: 3 clusters Score -1150666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1150670.750000 Penalty: 2981.411133
	Iteration 29Q: 3 clusters Score -1150671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1150674.250000 Penalty: 2981.411133
	Iteration 30Q: 3 clusters Score -1150674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1150675.250000 Penalty: 2981.411133
	Iteration 31Q: 3 clusters Score -1150675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1150678.000000 Penalty: 2981.411133
	Iteration 32Q: 3 clusters Score -1150678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1150681.250000 Penalty: 2981.411133
	Iteration 33Q: 3 clusters Score -1150681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1150681.250000 Penalty: 2981.411133
	Iteration 34F: 3 clusters Score -1150681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (81673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81673 members 
Entering Unmasked Estep 
Score: -9696963.000000 Penalty: 1837.952881
	Iteration 0F: 2 clusters Score -9696963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40509 members 
Mstep: Class 2 contains 41164 members 
Entering Unmasked Estep 
Score: -9642434.000000 Penalty: 3675.905762
	Iteration 0F: 3 clusters Score -9642434 nChanged 38937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36022 members 
Mstep: Class 2 contains 45651 members 
Entering Unmasked Estep 
Score: -9665169.000000 Penalty: 3675.905762
	Iteration 1F: 3 clusters Score -9665169 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32882 members 
Mstep: Class 2 contains 48791 members 
Entering Unmasked Estep 
Score: -9666575.000000 Penalty: 3675.905762
	Iteration 2Q: 3 clusters Score -9666575 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 53401 members 
Entering Unmasked Estep 
Score: -9669167.000000 Penalty: 3675.905762
	Iteration 3F: 3 clusters Score -9669167 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 59679 members 
Entering Unmasked Estep 
Score: -9673517.000000 Penalty: 3675.905762
	Iteration 4F: 3 clusters Score -9673517 nChanged 7482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 67145 members 
Entering Unmasked Estep 
Score: -9680292.000000 Penalty: 3675.905762
	Iteration 5F: 3 clusters Score -9680292 nChanged 7167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 74312 members 
Entering Unmasked Estep 
Score: -9687818.000000 Penalty: 3675.905762
	Iteration 6F: 3 clusters Score -9687818 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 79034 members 
Entering Unmasked Estep 
Score: -9692699.000000 Penalty: 3675.905762
	Iteration 7F: 3 clusters Score -9692699 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 80943 members 
Entering Unmasked Estep 
Score: -9694569.000000 Penalty: 3675.905762
	Iteration 8Q: 3 clusters Score -9694569 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 81422 members 
Entering Unmasked Estep 
Score: -9695047.000000 Penalty: 3675.905762
	Iteration 9Q: 3 clusters Score -9695047 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 81525 members 
Entering Unmasked Estep 
Score: -9695168.000000 Penalty: 3675.905762
	Iteration 10Q: 3 clusters Score -9695168 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 81550 members 
Entering Unmasked Estep 
Score: -9695212.000000 Penalty: 3675.905762
	Iteration 11Q: 3 clusters Score -9695212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 81559 members 
Entering Unmasked Estep 
Score: -9695245.000000 Penalty: 3675.905762
	Iteration 12Q: 3 clusters Score -9695245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 81561 members 
Entering Unmasked Estep 
Score: -9695248.000000 Penalty: 3675.905762
	Iteration 13Q: 3 clusters Score -9695248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 81565 members 
Entering Unmasked Estep 
Score: -9695267.000000 Penalty: 3675.905762
	Iteration 14Q: 3 clusters Score -9695267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 81566 members 
Entering Unmasked Estep 
Score: -9695276.000000 Penalty: 3675.905762
	Iteration 15Q: 3 clusters Score -9695276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 81566 members 
Entering Unmasked Estep 
Score: -9695276.000000 Penalty: 3675.905762
	Iteration 16F: 3 clusters Score -9695276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (51464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51464 members 
Entering Unmasked Estep 
Score: -6043015.000000 Penalty: 1762.903564
	Iteration 0F: 2 clusters Score -6043015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -6008520.000000 Penalty: 3525.807129
	Iteration 0F: 3 clusters Score -6008520 nChanged 24285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -6022169.000000 Penalty: 3525.807129
	Iteration 1F: 3 clusters Score -6022169 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -6022552.000000 Penalty: 3525.807129
	Iteration 2Q: 3 clusters Score -6022552 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26471 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -6022992.000000 Penalty: 3525.807129
	Iteration 3Q: 3 clusters Score -6022992 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 24551 members 
Entering Unmasked Estep 
Score: -6023412.500000 Penalty: 3525.807129
	Iteration 4Q: 3 clusters Score -6023412 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27638 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -6024003.000000 Penalty: 3525.807129
	Iteration 5Q: 3 clusters Score -6024003 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -6024718.000000 Penalty: 3525.807129
	Iteration 6Q: 3 clusters Score -6024718 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -6025821.500000 Penalty: 3525.807129
	Iteration 7Q: 3 clusters Score -6025822 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31734 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -6027473.500000 Penalty: 3525.807129
	Iteration 8F: 3 clusters Score -6027474 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -6029792.500000 Penalty: 3525.807129
	Iteration 9F: 3 clusters Score -6029792 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35180 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -6032589.500000 Penalty: 3525.807129
	Iteration 10F: 3 clusters Score -6032590 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36364 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -6035007.500000 Penalty: 3525.807129
	Iteration 11F: 3 clusters Score -6035008 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37223 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -6036377.000000 Penalty: 3525.807129
	Iteration 12Q: 3 clusters Score -6036377 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37898 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -6037384.500000 Penalty: 3525.807129
	Iteration 13Q: 3 clusters Score -6037384 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -6038349.000000 Penalty: 3525.807129
	Iteration 14Q: 3 clusters Score -6038349 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -6039364.000000 Penalty: 3525.807129
	Iteration 15Q: 3 clusters Score -6039364 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39392 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -6040147.500000 Penalty: 3525.807129
	Iteration 16Q: 3 clusters Score -6040148 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39679 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -6040690.000000 Penalty: 3525.807129
	Iteration 17Q: 3 clusters Score -6040690 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39937 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -6040994.000000 Penalty: 3525.807129
	Iteration 18Q: 3 clusters Score -6040994 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -6041153.500000 Penalty: 3525.807129
	Iteration 19Q: 3 clusters Score -6041154 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40293 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -6041226.500000 Penalty: 3525.807129
	Iteration 20F: 3 clusters Score -6041226 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40442 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -6041302.500000 Penalty: 3525.807129
	Iteration 21Q: 3 clusters Score -6041302 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40592 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -6041348.500000 Penalty: 3525.807129
	Iteration 22Q: 3 clusters Score -6041348 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40724 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -6041386.000000 Penalty: 3525.807129
	Iteration 23Q: 3 clusters Score -6041386 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40842 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -6041403.000000 Penalty: 3525.807129
	Iteration 24Q: 3 clusters Score -6041403 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40967 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -6041449.500000 Penalty: 3525.807129
	Iteration 25Q: 3 clusters Score -6041450 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41084 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -6041444.500000 Penalty: 3525.807129
	Iteration 26Q: 3 clusters Score -6041444 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41196 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -6041463.500000 Penalty: 3525.807129
	Iteration 27Q: 3 clusters Score -6041464 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41315 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -6041495.000000 Penalty: 3525.807129
	Iteration 28Q: 3 clusters Score -6041495 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41426 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -6041494.500000 Penalty: 3525.807129
	Iteration 29Q: 3 clusters Score -6041494 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41516 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -6041518.500000 Penalty: 3525.807129
	Iteration 30Q: 3 clusters Score -6041518 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -6041519.000000 Penalty: 3525.807129
	Iteration 31Q: 3 clusters Score -6041519 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41701 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -6041530.000000 Penalty: 3525.807129
	Iteration 32Q: 3 clusters Score -6041530 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41781 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -6041532.000000 Penalty: 3525.807129
	Iteration 33Q: 3 clusters Score -6041532 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -6041544.000000 Penalty: 3525.807129
	Iteration 34Q: 3 clusters Score -6041544 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41959 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -6041536.500000 Penalty: 3525.807129
	Iteration 35Q: 3 clusters Score -6041536 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -6041559.500000 Penalty: 3525.807129
	Iteration 36Q: 3 clusters Score -6041560 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42105 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -6041575.000000 Penalty: 3525.807129
	Iteration 37Q: 3 clusters Score -6041575 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42162 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -6041579.500000 Penalty: 3525.807129
	Iteration 38Q: 3 clusters Score -6041580 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42221 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -6041587.000000 Penalty: 3525.807129
	Iteration 39Q: 3 clusters Score -6041587 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42281 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -6041593.500000 Penalty: 3525.807129
	Iteration 40F: 3 clusters Score -6041594 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42340 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -6041590.000000 Penalty: 3525.807129
	Iteration 41Q: 3 clusters Score -6041590 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42389 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -6041588.000000 Penalty: 3525.807129
	Iteration 42Q: 3 clusters Score -6041588 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42442 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -6041580.000000 Penalty: 3525.807129
	Iteration 43Q: 3 clusters Score -6041580 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42496 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -6041578.500000 Penalty: 3525.807129
	Iteration 44Q: 3 clusters Score -6041578 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42547 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -6041586.000000 Penalty: 3525.807129
	Iteration 45Q: 3 clusters Score -6041586 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42598 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -6041597.000000 Penalty: 3525.807129
	Iteration 46Q: 3 clusters Score -6041597 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42642 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -6041586.000000 Penalty: 3525.807129
	Iteration 47Q: 3 clusters Score -6041586 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42686 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -6041592.500000 Penalty: 3525.807129
	Iteration 48Q: 3 clusters Score -6041592 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -6041604.000000 Penalty: 3525.807129
	Iteration 49Q: 3 clusters Score -6041604 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42767 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -6041619.500000 Penalty: 3525.807129
	Iteration 50Q: 3 clusters Score -6041620 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42808 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -6041607.500000 Penalty: 3525.807129
	Iteration 51Q: 3 clusters Score -6041608 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42852 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -6041615.000000 Penalty: 3525.807129
	Iteration 52Q: 3 clusters Score -6041615 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42889 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -6041615.000000 Penalty: 3525.807129
	Iteration 53Q: 3 clusters Score -6041615 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42920 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -6041630.500000 Penalty: 3525.807129
	Iteration 54Q: 3 clusters Score -6041630 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42949 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -6041629.500000 Penalty: 3525.807129
	Iteration 55Q: 3 clusters Score -6041630 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42980 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -6041625.000000 Penalty: 3525.807129
	Iteration 56Q: 3 clusters Score -6041625 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43007 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -6041626.000000 Penalty: 3525.807129
	Iteration 57Q: 3 clusters Score -6041626 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43034 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -6041632.500000 Penalty: 3525.807129
	Iteration 58Q: 3 clusters Score -6041632 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43066 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -6041654.500000 Penalty: 3525.807129
	Iteration 59Q: 3 clusters Score -6041654 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43116 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -6041642.500000 Penalty: 3525.807129
	Iteration 60F: 3 clusters Score -6041642 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43165 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -6041649.000000 Penalty: 3525.807129
	Iteration 61Q: 3 clusters Score -6041649 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43216 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -6041643.500000 Penalty: 3525.807129
	Iteration 62Q: 3 clusters Score -6041644 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43259 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -6041655.500000 Penalty: 3525.807129
	Iteration 63Q: 3 clusters Score -6041656 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43306 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -6041651.500000 Penalty: 3525.807129
	Iteration 64Q: 3 clusters Score -6041652 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43361 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -6041658.000000 Penalty: 3525.807129
	Iteration 65Q: 3 clusters Score -6041658 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43424 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -6041662.000000 Penalty: 3525.807129
	Iteration 66Q: 3 clusters Score -6041662 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43476 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -6041667.500000 Penalty: 3525.807129
	Iteration 67Q: 3 clusters Score -6041668 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43521 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -6041677.500000 Penalty: 3525.807129
	Iteration 68Q: 3 clusters Score -6041678 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43563 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -6041684.000000 Penalty: 3525.807129
	Iteration 69Q: 3 clusters Score -6041684 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43610 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -6041679.000000 Penalty: 3525.807129
	Iteration 70Q: 3 clusters Score -6041679 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43640 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -6041681.000000 Penalty: 3525.807129
	Iteration 71Q: 3 clusters Score -6041681 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43658 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -6041688.500000 Penalty: 3525.807129
	Iteration 72Q: 3 clusters Score -6041688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43669 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -6041684.000000 Penalty: 3525.807129
	Iteration 73Q: 3 clusters Score -6041684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43676 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -6041685.500000 Penalty: 3525.807129
	Iteration 74Q: 3 clusters Score -6041686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43690 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -6041690.000000 Penalty: 3525.807129
	Iteration 75Q: 3 clusters Score -6041690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43703 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -6041694.500000 Penalty: 3525.807129
	Iteration 76Q: 3 clusters Score -6041694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43714 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -6041693.500000 Penalty: 3525.807129
	Iteration 77Q: 3 clusters Score -6041694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43725 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -6041689.000000 Penalty: 3525.807129
	Iteration 78Q: 3 clusters Score -6041689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43736 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -6041688.500000 Penalty: 3525.807129
	Iteration 79Q: 3 clusters Score -6041688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43747 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -6041681.000000 Penalty: 3525.807129
	Iteration 80F: 3 clusters Score -6041681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43756 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -6041683.000000 Penalty: 3525.807129
	Iteration 81Q: 3 clusters Score -6041683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43766 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -6041685.500000 Penalty: 3525.807129
	Iteration 82Q: 3 clusters Score -6041686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43775 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -6041686.500000 Penalty: 3525.807129
	Iteration 83Q: 3 clusters Score -6041686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43786 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -6041685.000000 Penalty: 3525.807129
	Iteration 84Q: 3 clusters Score -6041685 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43801 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -6041700.000000 Penalty: 3525.807129
	Iteration 85Q: 3 clusters Score -6041700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43808 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -6041696.000000 Penalty: 3525.807129
	Iteration 86Q: 3 clusters Score -6041696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43813 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -6041700.000000 Penalty: 3525.807129
	Iteration 87Q: 3 clusters Score -6041700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43817 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -6041702.500000 Penalty: 3525.807129
	Iteration 88Q: 3 clusters Score -6041702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43826 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -6041701.500000 Penalty: 3525.807129
	Iteration 89Q: 3 clusters Score -6041702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43832 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -6041695.000000 Penalty: 3525.807129
	Iteration 90Q: 3 clusters Score -6041695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43839 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -6041697.000000 Penalty: 3525.807129
	Iteration 91Q: 3 clusters Score -6041697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43841 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -6041704.000000 Penalty: 3525.807129
	Iteration 92Q: 3 clusters Score -6041704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43842 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -6041702.000000 Penalty: 3525.807129
	Iteration 93Q: 3 clusters Score -6041702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43843 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -6041705.000000 Penalty: 3525.807129
	Iteration 94Q: 3 clusters Score -6041705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43844 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -6041702.500000 Penalty: 3525.807129
	Iteration 95Q: 3 clusters Score -6041702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43844 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -6041702.500000 Penalty: 3525.807129
	Iteration 96F: 3 clusters Score -6041702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Entering Unmasked Estep 
Score: -80264.382812 Penalty: 1079.615845
	Iteration 0F: 2 clusters Score -80264.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -79012.710938 Penalty: 2159.231689
	Iteration 0F: 3 clusters Score -79012.71 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -79294.117188 Penalty: 2159.231689
	Iteration 1F: 3 clusters Score -79294.12 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -79370.304688 Penalty: 2159.231689
	Iteration 2F: 3 clusters Score -79370.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -79392.328125 Penalty: 2159.231689
	Iteration 3Q: 3 clusters Score -79392.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -79403.742188 Penalty: 2159.231689
	Iteration 4Q: 3 clusters Score -79403.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -79412.851562 Penalty: 2159.231689
	Iteration 5Q: 3 clusters Score -79412.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -79422.296875 Penalty: 2159.231689
	Iteration 6Q: 3 clusters Score -79422.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -79433.320312 Penalty: 2159.231689
	Iteration 7Q: 3 clusters Score -79433.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -79439.343750 Penalty: 2159.231689
	Iteration 8Q: 3 clusters Score -79439.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -79449.414062 Penalty: 2159.231689
	Iteration 9Q: 3 clusters Score -79449.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -79458.742188 Penalty: 2159.231689
	Iteration 10Q: 3 clusters Score -79458.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -79465.546875 Penalty: 2159.231689
	Iteration 11Q: 3 clusters Score -79465.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -79475.367188 Penalty: 2159.231689
	Iteration 12Q: 3 clusters Score -79475.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -79482.585938 Penalty: 2159.231689
	Iteration 13Q: 3 clusters Score -79482.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -79486.031250 Penalty: 2159.231689
	Iteration 14Q: 3 clusters Score -79486.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -79487.250000 Penalty: 2159.231689
	Iteration 15Q: 3 clusters Score -79487.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -79487.250000 Penalty: 2159.231689
	Iteration 16F: 3 clusters Score -79487.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 89173 members 
Mstep: Class 2 contains 45080 members 
Mstep: Class 3 contains 3370 members 
Mstep: Class 4 contains 11334 members 
Mstep: Class 5 contains 104606 members 
Mstep: Class 6 contains 43539 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 96786 members 
Mstep: Class 9 contains 197417 members 
Mstep: Class 10 contains 33481 members 
Mstep: Class 11 contains 11020 members 
Mstep: Class 12 contains 9677 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 639 members 
Mstep: Class 16 contains 18501 members 
Mstep: Class 17 contains 15898 members 
Mstep: Class 18 contains 12913 members 
Mstep: Class 19 contains 104874 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1461 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 57787 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 74444 members 
Mstep: Class 29 contains 81189 members 
Mstep: Class 30 contains 77584 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 90615 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3798 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 29568 members 
Mstep: Class 37 contains 115729 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 8586 members 
Mstep: Class 41 contains 28032 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 96194 members 
Mstep: Class 44 contains 101559 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 9639 members 
Mstep: Class 50 contains 81673 members 
Mstep: Class 51 contains 51464 members 
Mstep: Class 52 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720464.000000 Penalty: 116671.015625
Iteration 199Q: 51 clusters Score -1.947205e+08 nChanged 14986
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 89106 members 
Mstep: Class 2 contains 45089 members 
Mstep: Class 3 contains 3612 members 
Mstep: Class 4 contains 11334 members 
Mstep: Class 5 contains 107196 members 
Mstep: Class 6 contains 43548 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 96563 members 
Mstep: Class 9 contains 197431 members 
Mstep: Class 10 contains 32348 members 
Mstep: Class 11 contains 11028 members 
Mstep: Class 12 contains 9668 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 639 members 
Mstep: Class 16 contains 18529 members 
Mstep: Class 17 contains 15899 members 
Mstep: Class 18 contains 12915 members 
Mstep: Class 19 contains 105483 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1461 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 57984 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 70669 members 
Mstep: Class 29 contains 81216 members 
Mstep: Class 30 contains 77564 members 
Mstep: Class 31 contains 6173 members 
Mstep: Class 32 contains 90265 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3799 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 29542 members 
Mstep: Class 37 contains 117528 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 8479 members 
Mstep: Class 41 contains 28022 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 95665 members 
Mstep: Class 44 contains 101261 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 9600 members 
Mstep: Class 50 contains 82606 members 
Mstep: Class 51 contains 51594 members 
Mstep: Class 52 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194719984.000000 Penalty: 116671.015625
Iteration 200F: 51 clusters Score -1.9472e+08 nChanged 14826
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 88989 members 
Mstep: Class 2 contains 45073 members 
Mstep: Class 3 contains 3879 members 
Mstep: Class 4 contains 11333 members 
Mstep: Class 5 contains 109675 members 
Mstep: Class 6 contains 43557 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 96219 members 
Mstep: Class 9 contains 197439 members 
Mstep: Class 10 contains 31001 members 
Mstep: Class 11 contains 11034 members 
Mstep: Class 12 contains 9651 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 639 members 
Mstep: Class 16 contains 18560 members 
Mstep: Class 17 contains 15897 members 
Mstep: Class 18 contains 12916 members 
Mstep: Class 19 contains 105634 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1461 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 58405 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 66700 members 
Mstep: Class 29 contains 81273 members 
Mstep: Class 30 contains 77544 members 
Mstep: Class 31 contains 6174 members 
Mstep: Class 32 contains 90237 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3802 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 29504 members 
Mstep: Class 37 contains 119600 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 8378 members 
Mstep: Class 41 contains 28018 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 95189 members 
Mstep: Class 44 contains 100986 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 9678 members 
Mstep: Class 50 contains 83680 members 
Mstep: Class 51 contains 51691 members 
Mstep: Class 52 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194718512.000000 Penalty: 116671.015625
Iteration 201Q: 51 clusters Score -1.947185e+08 nChanged 15255
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 88846 members 
Mstep: Class 2 contains 45052 members 
Mstep: Class 3 contains 4130 members 
Mstep: Class 4 contains 11333 members 
Mstep: Class 5 contains 111367 members 
Mstep: Class 6 contains 43571 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 95821 members 
Mstep: Class 9 contains 197435 members 
Mstep: Class 10 contains 30059 members 
Mstep: Class 11 contains 11042 members 
Mstep: Class 12 contains 9636 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 639 members 
Mstep: Class 16 contains 18587 members 
Mstep: Class 17 contains 15896 members 
Mstep: Class 18 contains 12915 members 
Mstep: Class 19 contains 105641 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1459 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 58796 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 62355 members 
Mstep: Class 29 contains 81377 members 
Mstep: Class 30 contains 77529 members 
Mstep: Class 31 contains 6182 members 
Mstep: Class 32 contains 90759 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3803 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 29480 members 
Mstep: Class 37 contains 122167 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 8298 members 
Mstep: Class 41 contains 28012 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 94616 members 
Mstep: Class 44 contains 100468 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 9742 members 
Mstep: Class 50 contains 84955 members 
Mstep: Class 51 contains 51848 members 
Mstep: Class 52 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194718464.000000 Penalty: 116671.015625
Iteration 202Q: 51 clusters Score -1.947185e+08 nChanged 15761
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 88718 members 
Mstep: Class 2 contains 45029 members 
Mstep: Class 3 contains 4365 members 
Mstep: Class 4 contains 11333 members 
Mstep: Class 5 contains 112359 members 
Mstep: Class 6 contains 43583 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 95310 members 
Mstep: Class 9 contains 197450 members 
Mstep: Class 10 contains 28846 members 
Mstep: Class 11 contains 11043 members 
Mstep: Class 12 contains 9630 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 639 members 
Mstep: Class 16 contains 18606 members 
Mstep: Class 17 contains 15889 members 
Mstep: Class 18 contains 12915 members 
Mstep: Class 19 contains 105830 members 
Mstep: Class 20 contains 1099 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1459 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 59514 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 57994 members 
Mstep: Class 29 contains 81512 members 
Mstep: Class 30 contains 77519 members 
Mstep: Class 31 contains 6193 members 
Mstep: Class 32 contains 91663 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3802 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 29445 members 
Mstep: Class 37 contains 124738 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 8230 members 
Mstep: Class 41 contains 28004 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 94027 members 
Mstep: Class 44 contains 100025 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 9818 members 
Mstep: Class 50 contains 86294 members 
Mstep: Class 51 contains 52033 members 
Mstep: Class 52 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716896.000000 Penalty: 116671.015625
Iteration 203Q: 51 clusters Score -1.947169e+08 nChanged 15838
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 88651 members 
Mstep: Class 2 contains 44990 members 
Mstep: Class 3 contains 4569 members 
Mstep: Class 4 contains 11331 members 
Mstep: Class 5 contains 112605 members 
Mstep: Class 6 contains 43592 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 94664 members 
Mstep: Class 9 contains 197459 members 
Mstep: Class 10 contains 28047 members 
Mstep: Class 11 contains 11048 members 
Mstep: Class 12 contains 9620 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 639 members 
Mstep: Class 16 contains 18631 members 
Mstep: Class 17 contains 15888 members 
Mstep: Class 18 contains 12916 members 
Mstep: Class 19 contains 106052 members 
Mstep: Class 20 contains 1099 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1459 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 60151 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 53690 members 
Mstep: Class 29 contains 81609 members 
Mstep: Class 30 contains 77509 members 
Mstep: Class 31 contains 6196 members 
Mstep: Class 32 contains 92753 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3805 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 29414 members 
Mstep: Class 37 contains 127383 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 8177 members 
Mstep: Class 41 contains 27994 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 93475 members 
Mstep: Class 44 contains 99525 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 9918 members 
Mstep: Class 50 contains 87814 members 
Mstep: Class 51 contains 52241 members 
Mstep: Class 52 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716288.000000 Penalty: 116671.015625
Iteration 204Q: 51 clusters Score -1.947163e+08 nChanged 15346
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 88580 members 
Mstep: Class 2 contains 44967 members 
Mstep: Class 3 contains 4741 members 
Mstep: Class 4 contains 11330 members 
Mstep: Class 5 contains 112354 members 
Mstep: Class 6 contains 43608 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 93899 members 
Mstep: Class 9 contains 197458 members 
Mstep: Class 10 contains 27418 members 
Mstep: Class 11 contains 11051 members 
Mstep: Class 12 contains 9618 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 639 members 
Mstep: Class 16 contains 18661 members 
Mstep: Class 17 contains 15891 members 
Mstep: Class 18 contains 12916 members 
Mstep: Class 19 contains 106414 members 
Mstep: Class 20 contains 1099 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1459 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 60783 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 50000 members 
Mstep: Class 29 contains 81673 members 
Mstep: Class 30 contains 77503 members 
Mstep: Class 31 contains 6206 members 
Mstep: Class 32 contains 93690 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3806 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 29386 members 
Mstep: Class 37 contains 129740 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 8103 members 
Mstep: Class 41 contains 27985 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 92905 members 
Mstep: Class 44 contains 98931 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 10015 members 
Mstep: Class 50 contains 89583 members 
Mstep: Class 51 contains 52502 members 
Mstep: Class 52 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715712.000000 Penalty: 116671.015625
Iteration 205Q: 51 clusters Score -1.947157e+08 nChanged 17275
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 88522 members 
Mstep: Class 2 contains 44963 members 
Mstep: Class 3 contains 4910 members 
Mstep: Class 4 contains 11329 members 
Mstep: Class 5 contains 111341 members 
Mstep: Class 6 contains 43624 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 93039 members 
Mstep: Class 9 contains 197451 members 
Mstep: Class 10 contains 26605 members 
Mstep: Class 11 contains 11055 members 
Mstep: Class 12 contains 9613 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 639 members 
Mstep: Class 16 contains 18710 members 
Mstep: Class 17 contains 15879 members 
Mstep: Class 18 contains 12915 members 
Mstep: Class 19 contains 106741 members 
Mstep: Class 20 contains 1099 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1459 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 61750 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 46241 members 
Mstep: Class 29 contains 81744 members 
Mstep: Class 30 contains 77499 members 
Mstep: Class 31 contains 6209 members 
Mstep: Class 32 contains 95331 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3807 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 29370 members 
Mstep: Class 37 contains 132299 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 8017 members 
Mstep: Class 41 contains 27975 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 92391 members 
Mstep: Class 44 contains 98104 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 10132 members 
Mstep: Class 50 contains 91392 members 
Mstep: Class 51 contains 52758 members 
Mstep: Class 52 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194715552.000000 Penalty: 116671.015625
Iteration 206Q: 51 clusters Score -1.947156e+08 nChanged 18656
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 88501 members 
Mstep: Class 2 contains 44938 members 
Mstep: Class 3 contains 5023 members 
Mstep: Class 4 contains 11329 members 
Mstep: Class 5 contains 109583 members 
Mstep: Class 6 contains 43644 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 92167 members 
Mstep: Class 9 contains 197444 members 
Mstep: Class 10 contains 25767 members 
Mstep: Class 11 contains 11058 members 
Mstep: Class 12 contains 9600 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 639 members 
Mstep: Class 16 contains 18755 members 
Mstep: Class 17 contains 15872 members 
Mstep: Class 18 contains 12915 members 
Mstep: Class 19 contains 106981 members 
Mstep: Class 20 contains 1099 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1458 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 62855 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 42592 members 
Mstep: Class 29 contains 81784 members 
Mstep: Class 30 contains 77484 members 
Mstep: Class 31 contains 6202 members 
Mstep: Class 32 contains 97300 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3808 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 29362 members 
Mstep: Class 37 contains 135286 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 7857 members 
Mstep: Class 41 contains 27965 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 91831 members 
Mstep: Class 44 contains 97094 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 10254 members 
Mstep: Class 50 contains 93384 members 
Mstep: Class 51 contains 53082 members 
Mstep: Class 52 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194713984.000000 Penalty: 116671.015625
Iteration 207Q: 51 clusters Score -1.94714e+08 nChanged 19960
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 88482 members 
Mstep: Class 2 contains 44929 members 
Mstep: Class 3 contains 5084 members 
Mstep: Class 4 contains 11329 members 
Mstep: Class 5 contains 107318 members 
Mstep: Class 6 contains 43654 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 90995 members 
Mstep: Class 9 contains 197437 members 
Mstep: Class 10 contains 24955 members 
Mstep: Class 11 contains 11061 members 
Mstep: Class 12 contains 9590 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 639 members 
Mstep: Class 16 contains 18792 members 
Mstep: Class 17 contains 15876 members 
Mstep: Class 18 contains 12915 members 
Mstep: Class 19 contains 107056 members 
Mstep: Class 20 contains 1099 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1459 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 64132 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 38905 members 
Mstep: Class 29 contains 81830 members 
Mstep: Class 30 contains 77460 members 
Mstep: Class 31 contains 6204 members 
Mstep: Class 32 contains 99482 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3809 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 29346 members 
Mstep: Class 37 contains 138778 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 7690 members 
Mstep: Class 41 contains 27957 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 91347 members 
Mstep: Class 44 contains 96141 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 10390 members 
Mstep: Class 50 contains 95411 members 
Mstep: Class 51 contains 53361 members 
Mstep: Class 52 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194712256.000000 Penalty: 116671.015625
Iteration 208Q: 51 clusters Score -1.947123e+08 nChanged 21339
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 88476 members 
Mstep: Class 2 contains 44953 members 
Mstep: Class 3 contains 5146 members 
Mstep: Class 4 contains 11326 members 
Mstep: Class 5 contains 104683 members 
Mstep: Class 6 contains 43667 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 89755 members 
Mstep: Class 9 contains 197441 members 
Mstep: Class 10 contains 24156 members 
Mstep: Class 11 contains 11065 members 
Mstep: Class 12 contains 9579 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 639 members 
Mstep: Class 16 contains 18819 members 
Mstep: Class 17 contains 15878 members 
Mstep: Class 18 contains 12915 members 
Mstep: Class 19 contains 107217 members 
Mstep: Class 20 contains 1099 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1460 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 65611 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 35301 members 
Mstep: Class 29 contains 81912 members 
Mstep: Class 30 contains 77445 members 
Mstep: Class 31 contains 6216 members 
Mstep: Class 32 contains 102450 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3810 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 29309 members 
Mstep: Class 37 contains 141601 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 7534 members 
Mstep: Class 41 contains 27947 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 90889 members 
Mstep: Class 44 contains 94892 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 10535 members 
Mstep: Class 50 contains 97562 members 
Mstep: Class 51 contains 53624 members 
Mstep: Class 52 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194709968.000000 Penalty: 116671.015625
Iteration 209Q: 51 clusters Score -1.9471e+08 nChanged 20974
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 88454 members 
Mstep: Class 2 contains 44968 members 
Mstep: Class 3 contains 5210 members 
Mstep: Class 4 contains 11323 members 
Mstep: Class 5 contains 102045 members 
Mstep: Class 6 contains 43686 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 88478 members 
Mstep: Class 9 contains 197433 members 
Mstep: Class 10 contains 23516 members 
Mstep: Class 11 contains 11069 members 
Mstep: Class 12 contains 9563 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 639 members 
Mstep: Class 16 contains 18852 members 
Mstep: Class 17 contains 15877 members 
Mstep: Class 18 contains 12914 members 
Mstep: Class 19 contains 107381 members 
Mstep: Class 20 contains 1099 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1464 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 67176 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 31973 members 
Mstep: Class 29 contains 81999 members 
Mstep: Class 30 contains 77421 members 
Mstep: Class 31 contains 6230 members 
Mstep: Class 32 contains 105498 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3810 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 29276 members 
Mstep: Class 37 contains 143659 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 7377 members 
Mstep: Class 41 contains 27944 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 90490 members 
Mstep: Class 44 contains 93916 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 10709 members 
Mstep: Class 50 contains 99555 members 
Mstep: Class 51 contains 53908 members 
Mstep: Class 52 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194708512.000000 Penalty: 116671.015625
Iteration 210Q: 51 clusters Score -1.947085e+08 nChanged 19921
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 88415 members 
Mstep: Class 2 contains 44991 members 
Mstep: Class 3 contains 5219 members 
Mstep: Class 4 contains 11323 members 
Mstep: Class 5 contains 99812 members 
Mstep: Class 6 contains 43697 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 87451 members 
Mstep: Class 9 contains 197420 members 
Mstep: Class 10 contains 23306 members 
Mstep: Class 11 contains 11075 members 
Mstep: Class 12 contains 9547 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 638 members 
Mstep: Class 16 contains 18876 members 
Mstep: Class 17 contains 15878 members 
Mstep: Class 18 contains 12914 members 
Mstep: Class 19 contains 107559 members 
Mstep: Class 20 contains 1099 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1466 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 68507 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 29036 members 
Mstep: Class 29 contains 82073 members 
Mstep: Class 30 contains 77407 members 
Mstep: Class 31 contains 6224 members 
Mstep: Class 32 contains 108932 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3813 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 29239 members 
Mstep: Class 37 contains 144217 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 7201 members 
Mstep: Class 41 contains 27941 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 90056 members 
Mstep: Class 44 contains 93404 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 10874 members 
Mstep: Class 50 contains 101039 members 
Mstep: Class 51 contains 54263 members 
Mstep: Class 52 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194708960.000000 Penalty: 116671.015625
Iteration 211Q: 51 clusters Score -1.94709e+08 nChanged 19398
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 88372 members 
Mstep: Class 2 contains 44991 members 
Mstep: Class 3 contains 5211 members 
Mstep: Class 4 contains 11323 members 
Mstep: Class 5 contains 98054 members 
Mstep: Class 6 contains 43706 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 86490 members 
Mstep: Class 9 contains 197405 members 
Mstep: Class 10 contains 23484 members 
Mstep: Class 11 contains 11090 members 
Mstep: Class 12 contains 9546 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 639 members 
Mstep: Class 16 contains 18903 members 
Mstep: Class 17 contains 15876 members 
Mstep: Class 18 contains 12915 members 
Mstep: Class 19 contains 107924 members 
Mstep: Class 20 contains 1099 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1468 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 69609 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 26531 members 
Mstep: Class 29 contains 82056 members 
Mstep: Class 30 contains 77376 members 
Mstep: Class 31 contains 6213 members 
Mstep: Class 32 contains 113037 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3814 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 29215 members 
Mstep: Class 37 contains 143010 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 6978 members 
Mstep: Class 41 contains 27936 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 89591 members 
Mstep: Class 44 contains 93213 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 11051 members 
Mstep: Class 50 contains 102240 members 
Mstep: Class 51 contains 54546 members 
Mstep: Class 52 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194710176.000000 Penalty: 116671.015625
Iteration 212Q: 51 clusters Score -1.947102e+08 nChanged 16894
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 88364 members 
Mstep: Class 2 contains 45011 members 
Mstep: Class 3 contains 5226 members 
Mstep: Class 4 contains 11323 members 
Mstep: Class 5 contains 96705 members 
Mstep: Class 6 contains 43722 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 85589 members 
Mstep: Class 9 contains 197386 members 
Mstep: Class 10 contains 23768 members 
Mstep: Class 11 contains 11098 members 
Mstep: Class 12 contains 9543 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 639 members 
Mstep: Class 16 contains 18933 members 
Mstep: Class 17 contains 15873 members 
Mstep: Class 18 contains 12915 members 
Mstep: Class 19 contains 108315 members 
Mstep: Class 20 contains 1099 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1467 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 70534 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 24564 members 
Mstep: Class 29 contains 82009 members 
Mstep: Class 30 contains 77361 members 
Mstep: Class 31 contains 6202 members 
Mstep: Class 32 contains 116760 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3817 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 29189 members 
Mstep: Class 37 contains 141178 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 6762 members 
Mstep: Class 41 contains 27928 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 89176 members 
Mstep: Class 44 contains 93328 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 11236 members 
Mstep: Class 50 contains 103125 members 
Mstep: Class 51 contains 54767 members 
Mstep: Class 52 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194712496.000000 Penalty: 116671.015625
Iteration 213Q: 51 clusters Score -1.947125e+08 nChanged 15625
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 88334 members 
Mstep: Class 2 contains 45039 members 
Mstep: Class 3 contains 5275 members 
Mstep: Class 4 contains 11323 members 
Mstep: Class 5 contains 95541 members 
Mstep: Class 6 contains 43736 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 84764 members 
Mstep: Class 9 contains 197379 members 
Mstep: Class 10 contains 24206 members 
Mstep: Class 11 contains 11106 members 
Mstep: Class 12 contains 9545 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 639 members 
Mstep: Class 16 contains 18964 members 
Mstep: Class 17 contains 15874 members 
Mstep: Class 18 contains 12919 members 
Mstep: Class 19 contains 108850 members 
Mstep: Class 20 contains 1099 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1467 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 71353 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 22895 members 
Mstep: Class 29 contains 81916 members 
Mstep: Class 30 contains 77331 members 
Mstep: Class 31 contains 6195 members 
Mstep: Class 32 contains 120295 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3817 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 29181 members 
Mstep: Class 37 contains 138804 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 6573 members 
Mstep: Class 41 contains 27922 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 88778 members 
Mstep: Class 44 contains 93522 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 11414 members 
Mstep: Class 50 contains 103877 members 
Mstep: Class 51 contains 54979 members 
Mstep: Class 52 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194714752.000000 Penalty: 116671.015625
Iteration 214Q: 51 clusters Score -1.947148e+08 nChanged 15186
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 88214 members 
Mstep: Class 2 contains 45068 members 
Mstep: Class 3 contains 5324 members 
Mstep: Class 4 contains 11323 members 
Mstep: Class 5 contains 94767 members 
Mstep: Class 6 contains 43756 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 83951 members 
Mstep: Class 9 contains 197381 members 
Mstep: Class 10 contains 24812 members 
Mstep: Class 11 contains 11111 members 
Mstep: Class 12 contains 9546 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 639 members 
Mstep: Class 16 contains 18986 members 
Mstep: Class 17 contains 15871 members 
Mstep: Class 18 contains 12922 members 
Mstep: Class 19 contains 109248 members 
Mstep: Class 20 contains 1099 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1464 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 72048 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 21560 members 
Mstep: Class 29 contains 81822 members 
Mstep: Class 30 contains 77300 members 
Mstep: Class 31 contains 6195 members 
Mstep: Class 32 contains 124285 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3817 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 29175 members 
Mstep: Class 37 contains 135230 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 6418 members 
Mstep: Class 41 contains 27912 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 88374 members 
Mstep: Class 44 contains 94082 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 11592 members 
Mstep: Class 50 contains 104392 members 
Mstep: Class 51 contains 55227 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194716896.000000 Penalty: 116671.015625
Iteration 215Q: 51 clusters Score -1.947169e+08 nChanged 13638
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 88109 members 
Mstep: Class 2 contains 45073 members 
Mstep: Class 3 contains 5373 members 
Mstep: Class 4 contains 11322 members 
Mstep: Class 5 contains 94490 members 
Mstep: Class 6 contains 43762 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 83116 members 
Mstep: Class 9 contains 197368 members 
Mstep: Class 10 contains 25827 members 
Mstep: Class 11 contains 11120 members 
Mstep: Class 12 contains 9540 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 639 members 
Mstep: Class 16 contains 19012 members 
Mstep: Class 17 contains 15871 members 
Mstep: Class 18 contains 12923 members 
Mstep: Class 19 contains 109590 members 
Mstep: Class 20 contains 1099 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1462 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 72345 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 20473 members 
Mstep: Class 29 contains 81679 members 
Mstep: Class 30 contains 77271 members 
Mstep: Class 31 contains 6209 members 
Mstep: Class 32 contains 127249 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3817 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 29169 members 
Mstep: Class 37 contains 131810 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 6259 members 
Mstep: Class 41 contains 27910 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 88024 members 
Mstep: Class 44 contains 94664 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 11786 members 
Mstep: Class 50 contains 105091 members 
Mstep: Class 51 contains 55459 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194718640.000000 Penalty: 116671.015625
Iteration 216Q: 51 clusters Score -1.947186e+08 nChanged 11472
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 88006 members 
Mstep: Class 2 contains 45077 members 
Mstep: Class 3 contains 5459 members 
Mstep: Class 4 contains 11321 members 
Mstep: Class 5 contains 94410 members 
Mstep: Class 6 contains 43765 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 82247 members 
Mstep: Class 9 contains 197375 members 
Mstep: Class 10 contains 26586 members 
Mstep: Class 11 contains 11126 members 
Mstep: Class 12 contains 9549 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 639 members 
Mstep: Class 16 contains 19033 members 
Mstep: Class 17 contains 15868 members 
Mstep: Class 18 contains 12923 members 
Mstep: Class 19 contains 109962 members 
Mstep: Class 20 contains 1099 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1462 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 72546 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 19549 members 
Mstep: Class 29 contains 81549 members 
Mstep: Class 30 contains 77247 members 
Mstep: Class 31 contains 6219 members 
Mstep: Class 32 contains 129113 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3817 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 29167 members 
Mstep: Class 37 contains 129280 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 6108 members 
Mstep: Class 41 contains 27914 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 87713 members 
Mstep: Class 44 contains 95474 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 11963 members 
Mstep: Class 50 contains 105636 members 
Mstep: Class 51 contains 55709 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194719456.000000 Penalty: 116671.015625
Iteration 217Q: 51 clusters Score -1.947195e+08 nChanged 10929
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 87911 members 
Mstep: Class 2 contains 45084 members 
Mstep: Class 3 contains 5544 members 
Mstep: Class 4 contains 11321 members 
Mstep: Class 5 contains 94669 members 
Mstep: Class 6 contains 43770 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 81410 members 
Mstep: Class 9 contains 197368 members 
Mstep: Class 10 contains 27775 members 
Mstep: Class 11 contains 11132 members 
Mstep: Class 12 contains 9561 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 639 members 
Mstep: Class 16 contains 19052 members 
Mstep: Class 17 contains 15866 members 
Mstep: Class 18 contains 12923 members 
Mstep: Class 19 contains 110376 members 
Mstep: Class 20 contains 1099 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1461 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 72627 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 18725 members 
Mstep: Class 29 contains 81481 members 
Mstep: Class 30 contains 77229 members 
Mstep: Class 31 contains 6215 members 
Mstep: Class 32 contains 129867 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3818 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 29163 members 
Mstep: Class 37 contains 127006 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 5959 members 
Mstep: Class 41 contains 27912 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 87372 members 
Mstep: Class 44 contains 96320 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 12096 members 
Mstep: Class 50 contains 106150 members 
Mstep: Class 51 contains 56010 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194719680.000000 Penalty: 116671.015625
Iteration 218Q: 51 clusters Score -1.947197e+08 nChanged 10078
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 87846 members 
Mstep: Class 2 contains 45102 members 
Mstep: Class 3 contains 5617 members 
Mstep: Class 4 contains 11319 members 
Mstep: Class 5 contains 95217 members 
Mstep: Class 6 contains 43775 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 80581 members 
Mstep: Class 9 contains 197359 members 
Mstep: Class 10 contains 28717 members 
Mstep: Class 11 contains 11139 members 
Mstep: Class 12 contains 9558 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 639 members 
Mstep: Class 16 contains 19078 members 
Mstep: Class 17 contains 15866 members 
Mstep: Class 18 contains 12923 members 
Mstep: Class 19 contains 110784 members 
Mstep: Class 20 contains 1099 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1461 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 72869 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 17905 members 
Mstep: Class 29 contains 81450 members 
Mstep: Class 30 contains 77215 members 
Mstep: Class 31 contains 6210 members 
Mstep: Class 32 contains 130126 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3820 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 29138 members 
Mstep: Class 37 contains 124975 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 5810 members 
Mstep: Class 41 contains 27909 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 87149 members 
Mstep: Class 44 contains 97182 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 12216 members 
Mstep: Class 50 contains 106522 members 
Mstep: Class 51 contains 56335 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194720992.000000 Penalty: 116671.015625
Iteration 219Q: 51 clusters Score -1.94721e+08 nChanged 9352
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 87782 members 
Mstep: Class 2 contains 45088 members 
Mstep: Class 3 contains 5655 members 
Mstep: Class 4 contains 11319 members 
Mstep: Class 5 contains 95670 members 
Mstep: Class 6 contains 43777 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 80008 members 
Mstep: Class 9 contains 197335 members 
Mstep: Class 10 contains 29893 members 
Mstep: Class 11 contains 11145 members 
Mstep: Class 12 contains 9561 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 639 members 
Mstep: Class 16 contains 19111 members 
Mstep: Class 17 contains 15864 members 
Mstep: Class 18 contains 12923 members 
Mstep: Class 19 contains 111209 members 
Mstep: Class 20 contains 1099 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1463 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 72939 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 17140 members 
Mstep: Class 29 contains 81444 members 
Mstep: Class 30 contains 77206 members 
Mstep: Class 31 contains 6196 members 
Mstep: Class 32 contains 130242 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3822 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 29108 members 
Mstep: Class 37 contains 123036 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 5669 members 
Mstep: Class 41 contains 27900 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 86936 members 
Mstep: Class 44 contains 97941 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 12336 members 
Mstep: Class 50 contains 106786 members 
Mstep: Class 51 contains 56669 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194722944.000000 Penalty: 116671.015625
Iteration 220F: 51 clusters Score -1.947229e+08 nChanged 11107
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 87723 members 
Mstep: Class 2 contains 45092 members 
Mstep: Class 3 contains 5824 members 
Mstep: Class 4 contains 11320 members 
Mstep: Class 5 contains 96144 members 
Mstep: Class 6 contains 43786 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 79645 members 
Mstep: Class 9 contains 197324 members 
Mstep: Class 10 contains 31294 members 
Mstep: Class 11 contains 11155 members 
Mstep: Class 12 contains 9566 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 639 members 
Mstep: Class 16 contains 19144 members 
Mstep: Class 17 contains 15864 members 
Mstep: Class 18 contains 12923 members 
Mstep: Class 19 contains 111559 members 
Mstep: Class 20 contains 1099 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1462 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 72775 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 16317 members 
Mstep: Class 29 contains 81419 members 
Mstep: Class 30 contains 77187 members 
Mstep: Class 31 contains 6199 members 
Mstep: Class 32 contains 131945 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3823 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 29104 members 
Mstep: Class 37 contains 119368 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 5556 members 
Mstep: Class 41 contains 27891 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 86693 members 
Mstep: Class 44 contains 98693 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 12509 members 
Mstep: Class 50 contains 106875 members 
Mstep: Class 51 contains 56994 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194722704.000000 Penalty: 116671.015625
Iteration 221Q: 51 clusters Score -1.947227e+08 nChanged 10261
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 87694 members 
Mstep: Class 2 contains 45074 members 
Mstep: Class 3 contains 5966 members 
Mstep: Class 4 contains 11322 members 
Mstep: Class 5 contains 97161 members 
Mstep: Class 6 contains 43783 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 79442 members 
Mstep: Class 9 contains 197310 members 
Mstep: Class 10 contains 32635 members 
Mstep: Class 11 contains 11162 members 
Mstep: Class 12 contains 9573 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 639 members 
Mstep: Class 16 contains 19176 members 
Mstep: Class 17 contains 15867 members 
Mstep: Class 18 contains 12923 members 
Mstep: Class 19 contains 111974 members 
Mstep: Class 20 contains 1099 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1463 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 72460 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 15659 members 
Mstep: Class 29 contains 81421 members 
Mstep: Class 30 contains 77168 members 
Mstep: Class 31 contains 6195 members 
Mstep: Class 32 contains 132717 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3825 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 29097 members 
Mstep: Class 37 contains 115954 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 5425 members 
Mstep: Class 41 contains 27883 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 86505 members 
Mstep: Class 44 contains 99461 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 12675 members 
Mstep: Class 50 contains 106846 members 
Mstep: Class 51 contains 57357 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194722176.000000 Penalty: 116671.015625
Iteration 222Q: 51 clusters Score -1.947222e+08 nChanged 9683
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 87672 members 
Mstep: Class 2 contains 45068 members 
Mstep: Class 3 contains 6113 members 
Mstep: Class 4 contains 11321 members 
Mstep: Class 5 contains 98905 members 
Mstep: Class 6 contains 43788 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 79432 members 
Mstep: Class 9 contains 197299 members 
Mstep: Class 10 contains 33717 members 
Mstep: Class 11 contains 11167 members 
Mstep: Class 12 contains 9583 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 639 members 
Mstep: Class 16 contains 19201 members 
Mstep: Class 17 contains 15863 members 
Mstep: Class 18 contains 12923 members 
Mstep: Class 19 contains 112303 members 
Mstep: Class 20 contains 1099 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1463 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 72110 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 15216 members 
Mstep: Class 29 contains 81414 members 
Mstep: Class 30 contains 77154 members 
Mstep: Class 31 contains 6182 members 
Mstep: Class 32 contains 132095 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3826 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 29081 members 
Mstep: Class 37 contains 113302 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 5298 members 
Mstep: Class 41 contains 27882 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 86299 members 
Mstep: Class 44 contains 100322 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 12832 members 
Mstep: Class 50 contains 106604 members 
Mstep: Class 51 contains 57738 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194722336.000000 Penalty: 116671.015625
Iteration 223Q: 51 clusters Score -1.947223e+08 nChanged 9184
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 87599 members 
Mstep: Class 2 contains 45058 members 
Mstep: Class 3 contains 6264 members 
Mstep: Class 4 contains 11319 members 
Mstep: Class 5 contains 100590 members 
Mstep: Class 6 contains 43793 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 79542 members 
Mstep: Class 9 contains 197289 members 
Mstep: Class 10 contains 35142 members 
Mstep: Class 11 contains 11175 members 
Mstep: Class 12 contains 9583 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 639 members 
Mstep: Class 16 contains 19230 members 
Mstep: Class 17 contains 15858 members 
Mstep: Class 18 contains 12923 members 
Mstep: Class 19 contains 112435 members 
Mstep: Class 20 contains 1099 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1463 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 71573 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 14729 members 
Mstep: Class 29 contains 81433 members 
Mstep: Class 30 contains 77142 members 
Mstep: Class 31 contains 6172 members 
Mstep: Class 32 contains 131181 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3826 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 29072 members 
Mstep: Class 37 contains 111148 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 5159 members 
Mstep: Class 41 contains 27881 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 86121 members 
Mstep: Class 44 contains 101108 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 12970 members 
Mstep: Class 50 contains 106208 members 
Mstep: Class 51 contains 58187 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194723376.000000 Penalty: 116671.015625
Iteration 224Q: 51 clusters Score -1.947234e+08 nChanged 8177
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 87554 members 
Mstep: Class 2 contains 45032 members 
Mstep: Class 3 contains 6388 members 
Mstep: Class 4 contains 11317 members 
Mstep: Class 5 contains 101930 members 
Mstep: Class 6 contains 43792 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 79837 members 
Mstep: Class 9 contains 197291 members 
Mstep: Class 10 contains 36291 members 
Mstep: Class 11 contains 11184 members 
Mstep: Class 12 contains 9585 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 639 members 
Mstep: Class 16 contains 19250 members 
Mstep: Class 17 contains 15859 members 
Mstep: Class 18 contains 12923 members 
Mstep: Class 19 contains 112461 members 
Mstep: Class 20 contains 1099 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1463 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 71126 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 14254 members 
Mstep: Class 29 contains 81424 members 
Mstep: Class 30 contains 77120 members 
Mstep: Class 31 contains 6173 members 
Mstep: Class 32 contains 130522 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3826 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 29062 members 
Mstep: Class 37 contains 109573 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 5015 members 
Mstep: Class 41 contains 27875 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 85894 members 
Mstep: Class 44 contains 101932 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 13113 members 
Mstep: Class 50 contains 105467 members 
Mstep: Class 51 contains 58640 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194723376.000000 Penalty: 116671.015625
Iteration 225Q: 51 clusters Score -1.947234e+08 nChanged 7835
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 87482 members 
Mstep: Class 2 contains 45018 members 
Mstep: Class 3 contains 6507 members 
Mstep: Class 4 contains 11316 members 
Mstep: Class 5 contains 103057 members 
Mstep: Class 6 contains 43793 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 80194 members 
Mstep: Class 9 contains 197277 members 
Mstep: Class 10 contains 37670 members 
Mstep: Class 11 contains 11194 members 
Mstep: Class 12 contains 9588 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 639 members 
Mstep: Class 16 contains 19268 members 
Mstep: Class 17 contains 15857 members 
Mstep: Class 18 contains 12923 members 
Mstep: Class 19 contains 112417 members 
Mstep: Class 20 contains 1099 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1463 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 70572 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 13797 members 
Mstep: Class 29 contains 81394 members 
Mstep: Class 30 contains 77102 members 
Mstep: Class 31 contains 6182 members 
Mstep: Class 32 contains 129782 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3827 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 29065 members 
Mstep: Class 37 contains 108290 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 4868 members 
Mstep: Class 41 contains 27874 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 85718 members 
Mstep: Class 44 contains 102683 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 13257 members 
Mstep: Class 50 contains 104703 members 
Mstep: Class 51 contains 59035 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194723376.000000 Penalty: 116671.015625
Iteration 226Q: 51 clusters Score -1.947234e+08 nChanged 7410
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 87424 members 
Mstep: Class 2 contains 45015 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 11316 members 
Mstep: Class 5 contains 104210 members 
Mstep: Class 6 contains 43789 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 80685 members 
Mstep: Class 9 contains 197277 members 
Mstep: Class 10 contains 38774 members 
Mstep: Class 11 contains 11202 members 
Mstep: Class 12 contains 9587 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 639 members 
Mstep: Class 16 contains 19286 members 
Mstep: Class 17 contains 15853 members 
Mstep: Class 18 contains 12923 members 
Mstep: Class 19 contains 112350 members 
Mstep: Class 20 contains 1099 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1464 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 70312 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 13320 members 
Mstep: Class 29 contains 81354 members 
Mstep: Class 30 contains 77088 members 
Mstep: Class 31 contains 6174 members 
Mstep: Class 32 contains 128858 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3827 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 29062 members 
Mstep: Class 37 contains 107307 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 4736 members 
Mstep: Class 41 contains 27871 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 85567 members 
Mstep: Class 44 contains 103288 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 13396 members 
Mstep: Class 50 contains 103778 members 
Mstep: Class 51 contains 59436 members 
Mstep: Class 52 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194724256.000000 Penalty: 116671.015625
Iteration 227Q: 51 clusters Score -1.947243e+08 nChanged 7579
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 87324 members 
Mstep: Class 2 contains 45003 members 
Mstep: Class 3 contains 6746 members 
Mstep: Class 4 contains 11316 members 
Mstep: Class 5 contains 105364 members 
Mstep: Class 6 contains 43787 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 81371 members 
Mstep: Class 9 contains 197269 members 
Mstep: Class 10 contains 39748 members 
Mstep: Class 11 contains 11209 members 
Mstep: Class 12 contains 9577 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 639 members 
Mstep: Class 16 contains 19305 members 
Mstep: Class 17 contains 15852 members 
Mstep: Class 18 contains 12922 members 
Mstep: Class 19 contains 112291 members 
Mstep: Class 20 contains 1099 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1463 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 70119 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 12841 members 
Mstep: Class 29 contains 81334 members 
Mstep: Class 30 contains 77079 members 
Mstep: Class 31 contains 6164 members 
Mstep: Class 32 contains 127810 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3829 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 29064 members 
Mstep: Class 37 contains 106604 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 4654 members 
Mstep: Class 41 contains 27864 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 85400 members 
Mstep: Class 44 contains 103643 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 13549 members 
Mstep: Class 50 contains 102853 members 
Mstep: Class 51 contains 59819 members 
Mstep: Class 52 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194724640.000000 Penalty: 116671.015625
Iteration 228Q: 51 clusters Score -1.947246e+08 nChanged 7395
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 87228 members 
Mstep: Class 2 contains 44988 members 
Mstep: Class 3 contains 6835 members 
Mstep: Class 4 contains 11318 members 
Mstep: Class 5 contains 106524 members 
Mstep: Class 6 contains 43788 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 82090 members 
Mstep: Class 9 contains 197259 members 
Mstep: Class 10 contains 40405 members 
Mstep: Class 11 contains 11217 members 
Mstep: Class 12 contains 9573 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 639 members 
Mstep: Class 16 contains 19329 members 
Mstep: Class 17 contains 15852 members 
Mstep: Class 18 contains 12921 members 
Mstep: Class 19 contains 112274 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1462 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 70183 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 12353 members 
Mstep: Class 29 contains 81288 members 
Mstep: Class 30 contains 77067 members 
Mstep: Class 31 contains 6150 members 
Mstep: Class 32 contains 126562 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3828 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 29069 members 
Mstep: Class 37 contains 106318 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 4564 members 
Mstep: Class 41 contains 27849 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 85249 members 
Mstep: Class 44 contains 103711 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 13680 members 
Mstep: Class 50 contains 102036 members 
Mstep: Class 51 contains 60202 members 
Mstep: Class 52 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194725520.000000 Penalty: 116671.015625
Iteration 229Q: 51 clusters Score -1.947255e+08 nChanged 7263
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 87155 members 
Mstep: Class 2 contains 44985 members 
Mstep: Class 3 contains 6930 members 
Mstep: Class 4 contains 11320 members 
Mstep: Class 5 contains 107518 members 
Mstep: Class 6 contains 43792 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 82834 members 
Mstep: Class 9 contains 197246 members 
Mstep: Class 10 contains 41395 members 
Mstep: Class 11 contains 11224 members 
Mstep: Class 12 contains 9574 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 639 members 
Mstep: Class 16 contains 19350 members 
Mstep: Class 17 contains 15851 members 
Mstep: Class 18 contains 12921 members 
Mstep: Class 19 contains 112254 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1462 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 70175 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 11895 members 
Mstep: Class 29 contains 81228 members 
Mstep: Class 30 contains 77051 members 
Mstep: Class 31 contains 6131 members 
Mstep: Class 32 contains 125360 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3828 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 29064 members 
Mstep: Class 37 contains 105960 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 4474 members 
Mstep: Class 41 contains 27840 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 85028 members 
Mstep: Class 44 contains 103629 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 13847 members 
Mstep: Class 50 contains 101314 members 
Mstep: Class 51 contains 60537 members 
Mstep: Class 52 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194725936.000000 Penalty: 116671.015625
Iteration 230Q: 51 clusters Score -1.947259e+08 nChanged 6823
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 87071 members 
Mstep: Class 2 contains 44966 members 
Mstep: Class 3 contains 7040 members 
Mstep: Class 4 contains 11321 members 
Mstep: Class 5 contains 108356 members 
Mstep: Class 6 contains 43789 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 83595 members 
Mstep: Class 9 contains 197237 members 
Mstep: Class 10 contains 42234 members 
Mstep: Class 11 contains 11230 members 
Mstep: Class 12 contains 9572 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 639 members 
Mstep: Class 16 contains 19363 members 
Mstep: Class 17 contains 15850 members 
Mstep: Class 18 contains 12921 members 
Mstep: Class 19 contains 112225 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1462 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 70447 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 11476 members 
Mstep: Class 29 contains 81198 members 
Mstep: Class 30 contains 77035 members 
Mstep: Class 31 contains 6117 members 
Mstep: Class 32 contains 124579 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3827 members 
Mstep: Class 35 contains 1157 members 
Mstep: Class 36 contains 29044 members 
Mstep: Class 37 contains 105322 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 4381 members 
Mstep: Class 41 contains 27831 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 84762 members 
Mstep: Class 44 contains 103332 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 14020 members 
Mstep: Class 50 contains 100663 members 
Mstep: Class 51 contains 60907 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194726688.000000 Penalty: 116671.015625
Iteration 231Q: 51 clusters Score -1.947267e+08 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 87041 members 
Mstep: Class 2 contains 44949 members 
Mstep: Class 3 contains 7149 members 
Mstep: Class 4 contains 11319 members 
Mstep: Class 5 contains 109039 members 
Mstep: Class 6 contains 43788 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 84319 members 
Mstep: Class 9 contains 197228 members 
Mstep: Class 10 contains 43101 members 
Mstep: Class 11 contains 11236 members 
Mstep: Class 12 contains 9573 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 639 members 
Mstep: Class 16 contains 19374 members 
Mstep: Class 17 contains 15852 members 
Mstep: Class 18 contains 12921 members 
Mstep: Class 19 contains 112200 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1462 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 70804 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 11115 members 
Mstep: Class 29 contains 81161 members 
Mstep: Class 30 contains 77020 members 
Mstep: Class 31 contains 6102 members 
Mstep: Class 32 contains 123665 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3828 members 
Mstep: Class 35 contains 1158 members 
Mstep: Class 36 contains 29032 members 
Mstep: Class 37 contains 104843 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 4265 members 
Mstep: Class 41 contains 27826 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 84458 members 
Mstep: Class 44 contains 102849 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 14220 members 
Mstep: Class 50 contains 100148 members 
Mstep: Class 51 contains 61285 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194727008.000000 Penalty: 116671.015625
Iteration 232Q: 51 clusters Score -1.94727e+08 nChanged 7296
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 87007 members 
Mstep: Class 2 contains 44926 members 
Mstep: Class 3 contains 7266 members 
Mstep: Class 4 contains 11320 members 
Mstep: Class 5 contains 109691 members 
Mstep: Class 6 contains 43783 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 84966 members 
Mstep: Class 9 contains 197231 members 
Mstep: Class 10 contains 44236 members 
Mstep: Class 11 contains 11239 members 
Mstep: Class 12 contains 9577 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 639 members 
Mstep: Class 16 contains 19389 members 
Mstep: Class 17 contains 15852 members 
Mstep: Class 18 contains 12921 members 
Mstep: Class 19 contains 112247 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1463 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 71352 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 10761 members 
Mstep: Class 29 contains 81108 members 
Mstep: Class 30 contains 77007 members 
Mstep: Class 31 contains 6086 members 
Mstep: Class 32 contains 122471 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3829 members 
Mstep: Class 35 contains 1158 members 
Mstep: Class 36 contains 29019 members 
Mstep: Class 37 contains 104365 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 4159 members 
Mstep: Class 41 contains 27815 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 84060 members 
Mstep: Class 44 contains 102289 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 14400 members 
Mstep: Class 50 contains 99722 members 
Mstep: Class 51 contains 61614 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194728032.000000 Penalty: 116671.015625
Iteration 233Q: 51 clusters Score -1.94728e+08 nChanged 7193
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 86962 members 
Mstep: Class 2 contains 44925 members 
Mstep: Class 3 contains 7386 members 
Mstep: Class 4 contains 11320 members 
Mstep: Class 5 contains 110309 members 
Mstep: Class 6 contains 43783 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 85455 members 
Mstep: Class 9 contains 197231 members 
Mstep: Class 10 contains 45283 members 
Mstep: Class 11 contains 11238 members 
Mstep: Class 12 contains 9582 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 639 members 
Mstep: Class 16 contains 19408 members 
Mstep: Class 17 contains 15850 members 
Mstep: Class 18 contains 12921 members 
Mstep: Class 19 contains 112230 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1463 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 71932 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 10409 members 
Mstep: Class 29 contains 81023 members 
Mstep: Class 30 contains 76992 members 
Mstep: Class 31 contains 6071 members 
Mstep: Class 32 contains 121300 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3829 members 
Mstep: Class 35 contains 1158 members 
Mstep: Class 36 contains 29005 members 
Mstep: Class 37 contains 104040 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 4064 members 
Mstep: Class 41 contains 27808 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 83671 members 
Mstep: Class 44 contains 101748 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 14578 members 
Mstep: Class 50 contains 99395 members 
Mstep: Class 51 contains 61960 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194729824.000000 Penalty: 116671.015625
Iteration 234Q: 51 clusters Score -1.947298e+08 nChanged 7367
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 86920 members 
Mstep: Class 2 contains 44898 members 
Mstep: Class 3 contains 7531 members 
Mstep: Class 4 contains 11320 members 
Mstep: Class 5 contains 110879 members 
Mstep: Class 6 contains 43782 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 85834 members 
Mstep: Class 9 contains 197235 members 
Mstep: Class 10 contains 46167 members 
Mstep: Class 11 contains 11239 members 
Mstep: Class 12 contains 9581 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 639 members 
Mstep: Class 16 contains 19431 members 
Mstep: Class 17 contains 15848 members 
Mstep: Class 18 contains 12921 members 
Mstep: Class 19 contains 112274 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1461 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 72563 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 10047 members 
Mstep: Class 29 contains 80940 members 
Mstep: Class 30 contains 76974 members 
Mstep: Class 31 contains 6055 members 
Mstep: Class 32 contains 119952 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3827 members 
Mstep: Class 35 contains 1158 members 
Mstep: Class 36 contains 28989 members 
Mstep: Class 37 contains 103801 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 3980 members 
Mstep: Class 41 contains 27802 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 83268 members 
Mstep: Class 44 contains 101259 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 14774 members 
Mstep: Class 50 contains 99305 members 
Mstep: Class 51 contains 62314 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194730464.000000 Penalty: 116671.015625
Iteration 235Q: 51 clusters Score -1.947305e+08 nChanged 7384
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 86853 members 
Mstep: Class 2 contains 44870 members 
Mstep: Class 3 contains 7665 members 
Mstep: Class 4 contains 11322 members 
Mstep: Class 5 contains 111454 members 
Mstep: Class 6 contains 43783 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 86154 members 
Mstep: Class 9 contains 197235 members 
Mstep: Class 10 contains 46727 members 
Mstep: Class 11 contains 11241 members 
Mstep: Class 12 contains 9587 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 639 members 
Mstep: Class 16 contains 19440 members 
Mstep: Class 17 contains 15849 members 
Mstep: Class 18 contains 12921 members 
Mstep: Class 19 contains 112405 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1462 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 73276 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 9682 members 
Mstep: Class 29 contains 80890 members 
Mstep: Class 30 contains 76963 members 
Mstep: Class 31 contains 6043 members 
Mstep: Class 32 contains 118841 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3827 members 
Mstep: Class 35 contains 1158 members 
Mstep: Class 36 contains 28964 members 
Mstep: Class 37 contains 103558 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 3886 members 
Mstep: Class 41 contains 27796 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 82857 members 
Mstep: Class 44 contains 100707 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 14975 members 
Mstep: Class 50 contains 99305 members 
Mstep: Class 51 contains 62633 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194731200.000000 Penalty: 116671.015625
Iteration 236Q: 51 clusters Score -1.947312e+08 nChanged 7645
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 86806 members 
Mstep: Class 2 contains 44860 members 
Mstep: Class 3 contains 7821 members 
Mstep: Class 4 contains 11320 members 
Mstep: Class 5 contains 111857 members 
Mstep: Class 6 contains 43782 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 86430 members 
Mstep: Class 9 contains 197217 members 
Mstep: Class 10 contains 47107 members 
Mstep: Class 11 contains 11249 members 
Mstep: Class 12 contains 9585 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 639 members 
Mstep: Class 16 contains 19450 members 
Mstep: Class 17 contains 15849 members 
Mstep: Class 18 contains 12921 members 
Mstep: Class 19 contains 112659 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1463 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 73952 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 9337 members 
Mstep: Class 29 contains 80852 members 
Mstep: Class 30 contains 76956 members 
Mstep: Class 31 contains 6042 members 
Mstep: Class 32 contains 117600 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3828 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 28945 members 
Mstep: Class 37 contains 103627 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 3804 members 
Mstep: Class 41 contains 27786 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 82426 members 
Mstep: Class 44 contains 100213 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 15164 members 
Mstep: Class 50 contains 99330 members 
Mstep: Class 51 contains 62933 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194731632.000000 Penalty: 116671.015625
Iteration 237Q: 51 clusters Score -1.947316e+08 nChanged 8165
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 86744 members 
Mstep: Class 2 contains 44840 members 
Mstep: Class 3 contains 7933 members 
Mstep: Class 4 contains 11318 members 
Mstep: Class 5 contains 112494 members 
Mstep: Class 6 contains 43777 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 86606 members 
Mstep: Class 9 contains 197212 members 
Mstep: Class 10 contains 47702 members 
Mstep: Class 11 contains 11253 members 
Mstep: Class 12 contains 9594 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 639 members 
Mstep: Class 16 contains 19450 members 
Mstep: Class 17 contains 15850 members 
Mstep: Class 18 contains 12921 members 
Mstep: Class 19 contains 112858 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1463 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 74497 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 9008 members 
Mstep: Class 29 contains 80773 members 
Mstep: Class 30 contains 76947 members 
Mstep: Class 31 contains 6044 members 
Mstep: Class 32 contains 116001 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3829 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 28928 members 
Mstep: Class 37 contains 103838 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 3703 members 
Mstep: Class 41 contains 27786 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 82027 members 
Mstep: Class 44 contains 99723 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 15363 members 
Mstep: Class 50 contains 99444 members 
Mstep: Class 51 contains 63245 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194732288.000000 Penalty: 116671.015625
Iteration 238Q: 51 clusters Score -1.947323e+08 nChanged 8541
Entering ConstructFrom: 
Score: -194732288.000000 Penalty: 116671.015625
Entering ConstructFrom: 
Trying to split cluster 1 (86676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86676 members 
Entering Unmasked Estep 
Score: -9827154.000000 Penalty: 1847.614014
	Iteration 0F: 2 clusters Score -9827154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43173 members 
Mstep: Class 2 contains 43503 members 
Entering Unmasked Estep 
Score: -9769380.000000 Penalty: 3695.228027
	Iteration 0F: 3 clusters Score -9769380 nChanged 41271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42070 members 
Mstep: Class 2 contains 44606 members 
Entering Unmasked Estep 
Score: -9793345.000000 Penalty: 3695.228027
	Iteration 1F: 3 clusters Score -9793345 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41304 members 
Mstep: Class 2 contains 45372 members 
Entering Unmasked Estep 
Score: -9794258.000000 Penalty: 3695.228027
	Iteration 2Q: 3 clusters Score -9794258 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40224 members 
Mstep: Class 2 contains 46452 members 
Entering Unmasked Estep 
Score: -9795424.000000 Penalty: 3695.228027
	Iteration 3Q: 3 clusters Score -9795424 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 48080 members 
Entering Unmasked Estep 
Score: -9797333.000000 Penalty: 3695.228027
	Iteration 4Q: 3 clusters Score -9797333 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36239 members 
Mstep: Class 2 contains 50437 members 
Entering Unmasked Estep 
Score: -9799716.000000 Penalty: 3695.228027
	Iteration 5Q: 3 clusters Score -9799716 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33015 members 
Mstep: Class 2 contains 53661 members 
Entering Unmasked Estep 
Score: -9803107.000000 Penalty: 3695.228027
	Iteration 6F: 3 clusters Score -9803107 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 57665 members 
Entering Unmasked Estep 
Score: -9807578.000000 Penalty: 3695.228027
	Iteration 7F: 3 clusters Score -9807578 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 62042 members 
Entering Unmasked Estep 
Score: -9812519.000000 Penalty: 3695.228027
	Iteration 8F: 3 clusters Score -9812519 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 66064 members 
Entering Unmasked Estep 
Score: -9816684.000000 Penalty: 3695.228027
	Iteration 9F: 3 clusters Score -9816684 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 69295 members 
Entering Unmasked Estep 
Score: -9819391.000000 Penalty: 3695.228027
	Iteration 10Q: 3 clusters Score -9819391 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 71787 members 
Entering Unmasked Estep 
Score: -9821009.000000 Penalty: 3695.228027
	Iteration 11Q: 3 clusters Score -9821009 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 73897 members 
Entering Unmasked Estep 
Score: -9822223.000000 Penalty: 3695.228027
	Iteration 12Q: 3 clusters Score -9822223 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 75703 members 
Entering Unmasked Estep 
Score: -9823209.000000 Penalty: 3695.228027
	Iteration 13Q: 3 clusters Score -9823209 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 77157 members 
Entering Unmasked Estep 
Score: -9823845.000000 Penalty: 3695.228027
	Iteration 14Q: 3 clusters Score -9823845 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 78352 members 
Entering Unmasked Estep 
Score: -9824344.000000 Penalty: 3695.228027
	Iteration 15Q: 3 clusters Score -9824344 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 79382 members 
Entering Unmasked Estep 
Score: -9824760.000000 Penalty: 3695.228027
	Iteration 16Q: 3 clusters Score -9824760 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 80237 members 
Entering Unmasked Estep 
Score: -9825075.000000 Penalty: 3695.228027
	Iteration 17Q: 3 clusters Score -9825075 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 80967 members 
Entering Unmasked Estep 
Score: -9825377.000000 Penalty: 3695.228027
	Iteration 18Q: 3 clusters Score -9825377 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 81522 members 
Entering Unmasked Estep 
Score: -9825557.000000 Penalty: 3695.228027
	Iteration 19Q: 3 clusters Score -9825557 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 82009 members 
Entering Unmasked Estep 
Score: -9825717.000000 Penalty: 3695.228027
	Iteration 20F: 3 clusters Score -9825717 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 82421 members 
Entering Unmasked Estep 
Score: -9825825.000000 Penalty: 3695.228027
	Iteration 21Q: 3 clusters Score -9825825 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 82744 members 
Entering Unmasked Estep 
Score: -9825891.000000 Penalty: 3695.228027
	Iteration 22Q: 3 clusters Score -9825891 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 82997 members 
Entering Unmasked Estep 
Score: -9825991.000000 Penalty: 3695.228027
	Iteration 23Q: 3 clusters Score -9825991 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 83212 members 
Entering Unmasked Estep 
Score: -9826070.000000 Penalty: 3695.228027
	Iteration 24Q: 3 clusters Score -9826070 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 83395 members 
Entering Unmasked Estep 
Score: -9826103.000000 Penalty: 3695.228027
	Iteration 25Q: 3 clusters Score -9826103 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 83550 members 
Entering Unmasked Estep 
Score: -9826147.000000 Penalty: 3695.228027
	Iteration 26Q: 3 clusters Score -9826147 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 83688 members 
Entering Unmasked Estep 
Score: -9826161.000000 Penalty: 3695.228027
	Iteration 27Q: 3 clusters Score -9826161 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 83805 members 
Entering Unmasked Estep 
Score: -9826166.000000 Penalty: 3695.228027
	Iteration 28Q: 3 clusters Score -9826166 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 83890 members 
Entering Unmasked Estep 
Score: -9826203.000000 Penalty: 3695.228027
	Iteration 29Q: 3 clusters Score -9826203 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 83966 members 
Entering Unmasked Estep 
Score: -9826211.000000 Penalty: 3695.228027
	Iteration 30Q: 3 clusters Score -9826211 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 84032 members 
Entering Unmasked Estep 
Score: -9826211.000000 Penalty: 3695.228027
	Iteration 31Q: 3 clusters Score -9826211 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 84084 members 
Entering Unmasked Estep 
Score: -9826224.000000 Penalty: 3695.228027
	Iteration 32Q: 3 clusters Score -9826224 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 84124 members 
Entering Unmasked Estep 
Score: -9826236.000000 Penalty: 3695.228027
	Iteration 33Q: 3 clusters Score -9826236 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 84155 members 
Entering Unmasked Estep 
Score: -9826244.000000 Penalty: 3695.228027
	Iteration 34Q: 3 clusters Score -9826244 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 84187 members 
Entering Unmasked Estep 
Score: -9826260.000000 Penalty: 3695.228027
	Iteration 35Q: 3 clusters Score -9826260 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 84224 members 
Entering Unmasked Estep 
Score: -9826252.000000 Penalty: 3695.228027
	Iteration 36Q: 3 clusters Score -9826252 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 84256 members 
Entering Unmasked Estep 
Score: -9826260.000000 Penalty: 3695.228027
	Iteration 37Q: 3 clusters Score -9826260 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 84289 members 
Entering Unmasked Estep 
Score: -9826251.000000 Penalty: 3695.228027
	Iteration 38Q: 3 clusters Score -9826251 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 84314 members 
Entering Unmasked Estep 
Score: -9826248.000000 Penalty: 3695.228027
	Iteration 39Q: 3 clusters Score -9826248 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 84336 members 
Entering Unmasked Estep 
Score: -9826246.000000 Penalty: 3695.228027
	Iteration 40F: 3 clusters Score -9826246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 84354 members 
Entering Unmasked Estep 
Score: -9826257.000000 Penalty: 3695.228027
	Iteration 41Q: 3 clusters Score -9826257 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 84375 members 
Entering Unmasked Estep 
Score: -9826263.000000 Penalty: 3695.228027
	Iteration 42Q: 3 clusters Score -9826263 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 84389 members 
Entering Unmasked Estep 
Score: -9826259.000000 Penalty: 3695.228027
	Iteration 43Q: 3 clusters Score -9826259 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 84407 members 
Entering Unmasked Estep 
Score: -9826264.000000 Penalty: 3695.228027
	Iteration 44Q: 3 clusters Score -9826264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 84422 members 
Entering Unmasked Estep 
Score: -9826254.000000 Penalty: 3695.228027
	Iteration 45Q: 3 clusters Score -9826254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 84436 members 
Entering Unmasked Estep 
Score: -9826250.000000 Penalty: 3695.228027
	Iteration 46Q: 3 clusters Score -9826250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 84444 members 
Entering Unmasked Estep 
Score: -9826258.000000 Penalty: 3695.228027
	Iteration 47Q: 3 clusters Score -9826258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 84449 members 
Entering Unmasked Estep 
Score: -9826266.000000 Penalty: 3695.228027
	Iteration 48Q: 3 clusters Score -9826266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 84454 members 
Entering Unmasked Estep 
Score: -9826258.000000 Penalty: 3695.228027
	Iteration 49Q: 3 clusters Score -9826258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 84457 members 
Entering Unmasked Estep 
Score: -9826258.000000 Penalty: 3695.228027
	Iteration 50Q: 3 clusters Score -9826258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 84461 members 
Entering Unmasked Estep 
Score: -9826264.000000 Penalty: 3695.228027
	Iteration 51Q: 3 clusters Score -9826264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 84464 members 
Entering Unmasked Estep 
Score: -9826270.000000 Penalty: 3695.228027
	Iteration 52Q: 3 clusters Score -9826270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 84465 members 
Entering Unmasked Estep 
Score: -9826276.000000 Penalty: 3695.228027
	Iteration 53Q: 3 clusters Score -9826276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 84467 members 
Entering Unmasked Estep 
Score: -9826272.000000 Penalty: 3695.228027
	Iteration 54Q: 3 clusters Score -9826272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 84471 members 
Entering Unmasked Estep 
Score: -9826270.000000 Penalty: 3695.228027
	Iteration 55Q: 3 clusters Score -9826270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 84474 members 
Entering Unmasked Estep 
Score: -9826274.000000 Penalty: 3695.228027
	Iteration 56Q: 3 clusters Score -9826274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 84478 members 
Entering Unmasked Estep 
Score: -9826262.000000 Penalty: 3695.228027
	Iteration 57Q: 3 clusters Score -9826262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 84481 members 
Entering Unmasked Estep 
Score: -9826269.000000 Penalty: 3695.228027
	Iteration 58Q: 3 clusters Score -9826269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 84484 members 
Entering Unmasked Estep 
Score: -9826272.000000 Penalty: 3695.228027
	Iteration 59Q: 3 clusters Score -9826272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 84486 members 
Entering Unmasked Estep 
Score: -9826280.000000 Penalty: 3695.228027
	Iteration 60F: 3 clusters Score -9826280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (44824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44824 members 
Entering Unmasked Estep 
Score: -4925275.000000 Penalty: 1740.456055
	Iteration 0F: 2 clusters Score -4925275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -4895038.000000 Penalty: 3480.912109
	Iteration 0F: 3 clusters Score -4895038 nChanged 20991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -4906992.000000 Penalty: 3480.912109
	Iteration 1F: 3 clusters Score -4906992 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -4907647.500000 Penalty: 3480.912109
	Iteration 2Q: 3 clusters Score -4907648 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -4908412.500000 Penalty: 3480.912109
	Iteration 3Q: 3 clusters Score -4908412 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -4909469.000000 Penalty: 3480.912109
	Iteration 4Q: 3 clusters Score -4909469 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -4910849.500000 Penalty: 3480.912109
	Iteration 5F: 3 clusters Score -4910850 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -4912739.500000 Penalty: 3480.912109
	Iteration 6F: 3 clusters Score -4912740 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30617 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -4914935.500000 Penalty: 3480.912109
	Iteration 7F: 3 clusters Score -4914936 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -4917071.500000 Penalty: 3480.912109
	Iteration 8F: 3 clusters Score -4917072 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34649 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -4918930.500000 Penalty: 3480.912109
	Iteration 9F: 3 clusters Score -4918930 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36103 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -4920150.000000 Penalty: 3480.912109
	Iteration 10Q: 3 clusters Score -4920150 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37275 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -4920939.000000 Penalty: 3480.912109
	Iteration 11Q: 3 clusters Score -4920939 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38192 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -4921491.500000 Penalty: 3480.912109
	Iteration 12Q: 3 clusters Score -4921492 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38962 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -4921906.500000 Penalty: 3480.912109
	Iteration 13Q: 3 clusters Score -4921906 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39598 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -4922232.500000 Penalty: 3480.912109
	Iteration 14Q: 3 clusters Score -4922232 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -4922511.000000 Penalty: 3480.912109
	Iteration 15Q: 3 clusters Score -4922511 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40706 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -4922790.000000 Penalty: 3480.912109
	Iteration 16Q: 3 clusters Score -4922790 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41128 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -4923003.000000 Penalty: 3480.912109
	Iteration 17Q: 3 clusters Score -4923003 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41490 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -4923177.000000 Penalty: 3480.912109
	Iteration 18Q: 3 clusters Score -4923177 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41806 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -4923322.000000 Penalty: 3480.912109
	Iteration 19Q: 3 clusters Score -4923322 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42094 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -4923434.500000 Penalty: 3480.912109
	Iteration 20F: 3 clusters Score -4923434 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42313 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -4923522.000000 Penalty: 3480.912109
	Iteration 21Q: 3 clusters Score -4923522 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42489 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -4923573.000000 Penalty: 3480.912109
	Iteration 22Q: 3 clusters Score -4923573 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42631 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -4923622.000000 Penalty: 3480.912109
	Iteration 23Q: 3 clusters Score -4923622 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42746 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -4923663.000000 Penalty: 3480.912109
	Iteration 24Q: 3 clusters Score -4923663 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42834 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -4923674.500000 Penalty: 3480.912109
	Iteration 25Q: 3 clusters Score -4923674 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42911 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -4923692.000000 Penalty: 3480.912109
	Iteration 26Q: 3 clusters Score -4923692 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42966 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -4923711.000000 Penalty: 3480.912109
	Iteration 27Q: 3 clusters Score -4923711 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43019 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -4923720.000000 Penalty: 3480.912109
	Iteration 28Q: 3 clusters Score -4923720 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43073 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -4923729.000000 Penalty: 3480.912109
	Iteration 29Q: 3 clusters Score -4923729 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43120 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -4923736.000000 Penalty: 3480.912109
	Iteration 30Q: 3 clusters Score -4923736 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43175 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -4923739.000000 Penalty: 3480.912109
	Iteration 31Q: 3 clusters Score -4923739 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43226 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -4923753.500000 Penalty: 3480.912109
	Iteration 32Q: 3 clusters Score -4923754 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43269 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -4923758.500000 Penalty: 3480.912109
	Iteration 33Q: 3 clusters Score -4923758 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43303 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -4923769.000000 Penalty: 3480.912109
	Iteration 34Q: 3 clusters Score -4923769 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43331 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -4923767.000000 Penalty: 3480.912109
	Iteration 35Q: 3 clusters Score -4923767 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43353 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -4923771.000000 Penalty: 3480.912109
	Iteration 36Q: 3 clusters Score -4923771 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43381 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -4923781.000000 Penalty: 3480.912109
	Iteration 37Q: 3 clusters Score -4923781 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43401 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -4923789.000000 Penalty: 3480.912109
	Iteration 38Q: 3 clusters Score -4923789 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43414 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4923793.500000 Penalty: 3480.912109
	Iteration 39Q: 3 clusters Score -4923794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43428 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -4923798.500000 Penalty: 3480.912109
	Iteration 40F: 3 clusters Score -4923798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43440 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -4923805.500000 Penalty: 3480.912109
	Iteration 41Q: 3 clusters Score -4923806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43451 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -4923805.500000 Penalty: 3480.912109
	Iteration 42Q: 3 clusters Score -4923806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43460 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -4923809.000000 Penalty: 3480.912109
	Iteration 43Q: 3 clusters Score -4923809 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43472 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -4923812.000000 Penalty: 3480.912109
	Iteration 44Q: 3 clusters Score -4923812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43481 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -4923814.500000 Penalty: 3480.912109
	Iteration 45Q: 3 clusters Score -4923814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43491 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -4923818.500000 Penalty: 3480.912109
	Iteration 46Q: 3 clusters Score -4923818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43501 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4923820.000000 Penalty: 3480.912109
	Iteration 47Q: 3 clusters Score -4923820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43514 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -4923823.500000 Penalty: 3480.912109
	Iteration 48Q: 3 clusters Score -4923824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43526 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -4923823.500000 Penalty: 3480.912109
	Iteration 49Q: 3 clusters Score -4923824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43540 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -4923831.500000 Penalty: 3480.912109
	Iteration 50Q: 3 clusters Score -4923832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43552 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -4923836.500000 Penalty: 3480.912109
	Iteration 51Q: 3 clusters Score -4923836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43561 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -4923836.500000 Penalty: 3480.912109
	Iteration 52Q: 3 clusters Score -4923836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43572 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -4923849.500000 Penalty: 3480.912109
	Iteration 53Q: 3 clusters Score -4923850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43580 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -4923853.000000 Penalty: 3480.912109
	Iteration 54Q: 3 clusters Score -4923853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43585 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4923855.000000 Penalty: 3480.912109
	Iteration 55Q: 3 clusters Score -4923855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43591 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -4923855.000000 Penalty: 3480.912109
	Iteration 56Q: 3 clusters Score -4923855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43593 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -4923851.000000 Penalty: 3480.912109
	Iteration 57Q: 3 clusters Score -4923851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43596 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -4923853.500000 Penalty: 3480.912109
	Iteration 58Q: 3 clusters Score -4923854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43597 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4923854.000000 Penalty: 3480.912109
	Iteration 59Q: 3 clusters Score -4923854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43598 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -4923853.000000 Penalty: 3480.912109
	Iteration 60F: 3 clusters Score -4923853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Entering Unmasked Estep 
Score: -969718.500000 Penalty: 1461.209717
	Iteration 0F: 2 clusters Score -969718.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -963837.750000 Penalty: 2922.419434
	Iteration 0F: 3 clusters Score -963837.8 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -965658.500000 Penalty: 2922.419434
	Iteration 1F: 3 clusters Score -965658.5 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -965826.500000 Penalty: 2922.419434
	Iteration 2F: 3 clusters Score -965826.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -965957.000000 Penalty: 2922.419434
	Iteration 3Q: 3 clusters Score -965957 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -966092.875000 Penalty: 2922.419434
	Iteration 4Q: 3 clusters Score -966092.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -966253.375000 Penalty: 2922.419434
	Iteration 5Q: 3 clusters Score -966253.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -966476.750000 Penalty: 2922.419434
	Iteration 6Q: 3 clusters Score -966476.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -966737.875000 Penalty: 2922.419434
	Iteration 7F: 3 clusters Score -966737.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -967046.687500 Penalty: 2922.419434
	Iteration 8F: 3 clusters Score -967046.7 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -967386.437500 Penalty: 2922.419434
	Iteration 9F: 3 clusters Score -967386.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -967712.250000 Penalty: 2922.419434
	Iteration 10Q: 3 clusters Score -967712.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -967999.062500 Penalty: 2922.419434
	Iteration 11Q: 3 clusters Score -967999.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -968164.687500 Penalty: 2922.419434
	Iteration 12Q: 3 clusters Score -968164.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -968282.125000 Penalty: 2922.419434
	Iteration 13Q: 3 clusters Score -968282.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -968355.812500 Penalty: 2922.419434
	Iteration 14Q: 3 clusters Score -968355.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -968387.875000 Penalty: 2922.419434
	Iteration 15Q: 3 clusters Score -968387.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -968407.625000 Penalty: 2922.419434
	Iteration 16Q: 3 clusters Score -968407.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -968434.500000 Penalty: 2922.419434
	Iteration 17Q: 3 clusters Score -968434.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -968447.625000 Penalty: 2922.419434
	Iteration 18Q: 3 clusters Score -968447.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -968452.625000 Penalty: 2922.419434
	Iteration 19Q: 3 clusters Score -968452.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -968456.000000 Penalty: 2922.419434
	Iteration 20F: 3 clusters Score -968456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -968458.750000 Penalty: 2922.419434
	Iteration 21Q: 3 clusters Score -968458.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -968461.500000 Penalty: 2922.419434
	Iteration 22Q: 3 clusters Score -968461.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -968462.312500 Penalty: 2922.419434
	Iteration 23Q: 3 clusters Score -968462.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -968462.312500 Penalty: 2922.419434
	Iteration 24F: 3 clusters Score -968462.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -1184167.000000 Penalty: 1516.785034
	Iteration 0F: 2 clusters Score -1184167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1176139.375000 Penalty: 3033.570068
	Iteration 0F: 3 clusters Score -1176139 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1178845.500000 Penalty: 3033.570068
	Iteration 1F: 3 clusters Score -1178846 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1179204.250000 Penalty: 3033.570068
	Iteration 2F: 3 clusters Score -1179204 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1179610.625000 Penalty: 3033.570068
	Iteration 3F: 3 clusters Score -1179611 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1180045.875000 Penalty: 3033.570068
	Iteration 4F: 3 clusters Score -1180046 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1180524.250000 Penalty: 3033.570068
	Iteration 5F: 3 clusters Score -1180524 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1180993.375000 Penalty: 3033.570068
	Iteration 6F: 3 clusters Score -1180993 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1181459.750000 Penalty: 3033.570068
	Iteration 7F: 3 clusters Score -1181460 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1181870.250000 Penalty: 3033.570068
	Iteration 8F: 3 clusters Score -1181870 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1182144.875000 Penalty: 3033.570068
	Iteration 9Q: 3 clusters Score -1182145 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1182348.750000 Penalty: 3033.570068
	Iteration 10Q: 3 clusters Score -1182349 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1182437.250000 Penalty: 3033.570068
	Iteration 11Q: 3 clusters Score -1182437 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1182491.375000 Penalty: 3033.570068
	Iteration 12Q: 3 clusters Score -1182491 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1182531.125000 Penalty: 3033.570068
	Iteration 13Q: 3 clusters Score -1182531 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1182559.625000 Penalty: 3033.570068
	Iteration 14Q: 3 clusters Score -1182560 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1182582.750000 Penalty: 3033.570068
	Iteration 15Q: 3 clusters Score -1182583 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1182596.625000 Penalty: 3033.570068
	Iteration 16Q: 3 clusters Score -1182597 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1182608.250000 Penalty: 3033.570068
	Iteration 17Q: 3 clusters Score -1182608 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1182614.625000 Penalty: 3033.570068
	Iteration 18Q: 3 clusters Score -1182615 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1182622.875000 Penalty: 3033.570068
	Iteration 19Q: 3 clusters Score -1182623 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1182634.125000 Penalty: 3033.570068
	Iteration 20F: 3 clusters Score -1182634 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1182640.500000 Penalty: 3033.570068
	Iteration 21Q: 3 clusters Score -1182640 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1182647.500000 Penalty: 3033.570068
	Iteration 22Q: 3 clusters Score -1182648 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1182657.875000 Penalty: 3033.570068
	Iteration 23Q: 3 clusters Score -1182658 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1182661.375000 Penalty: 3033.570068
	Iteration 24Q: 3 clusters Score -1182661 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1182666.125000 Penalty: 3033.570068
	Iteration 25Q: 3 clusters Score -1182666 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1182666.375000 Penalty: 3033.570068
	Iteration 26Q: 3 clusters Score -1182666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1182668.000000 Penalty: 3033.570068
	Iteration 27Q: 3 clusters Score -1182668 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1182674.625000 Penalty: 3033.570068
	Iteration 28Q: 3 clusters Score -1182675 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1182680.625000 Penalty: 3033.570068
	Iteration 29Q: 3 clusters Score -1182681 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1182687.125000 Penalty: 3033.570068
	Iteration 30Q: 3 clusters Score -1182687 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1182688.125000 Penalty: 3033.570068
	Iteration 31Q: 3 clusters Score -1182688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1182688.875000 Penalty: 3033.570068
	Iteration 32Q: 3 clusters Score -1182689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1182686.875000 Penalty: 3033.570068
	Iteration 33Q: 3 clusters Score -1182687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1182687.875000 Penalty: 3033.570068
	Iteration 34Q: 3 clusters Score -1182688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1182691.500000 Penalty: 3033.570068
	Iteration 35Q: 3 clusters Score -1182692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1182694.375000 Penalty: 3033.570068
	Iteration 36Q: 3 clusters Score -1182694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1182692.500000 Penalty: 3033.570068
	Iteration 37Q: 3 clusters Score -1182692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1182694.875000 Penalty: 3033.570068
	Iteration 38Q: 3 clusters Score -1182695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1182694.875000 Penalty: 3033.570068
	Iteration 39Q: 3 clusters Score -1182695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1182694.625000 Penalty: 3033.570068
	Iteration 40F: 3 clusters Score -1182695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1182695.125000 Penalty: 3033.570068
	Iteration 41Q: 3 clusters Score -1182695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1182698.500000 Penalty: 3033.570068
	Iteration 42Q: 3 clusters Score -1182698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1182697.625000 Penalty: 3033.570068
	Iteration 43Q: 3 clusters Score -1182698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1182696.500000 Penalty: 3033.570068
	Iteration 44Q: 3 clusters Score -1182696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1182696.500000 Penalty: 3033.570068
	Iteration 45F: 3 clusters Score -1182696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (113077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113077 members 
Entering Unmasked Estep 
Score: -13431719.000000 Penalty: 1890.821411
	Iteration 0F: 2 clusters Score -1.343172e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56533 members 
Mstep: Class 2 contains 56544 members 
Entering Unmasked Estep 
Score: -13362489.000000 Penalty: 3781.642822
	Iteration 0F: 3 clusters Score -1.336249e+07 nChanged 54051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56940 members 
Mstep: Class 2 contains 56137 members 
Entering Unmasked Estep 
Score: -13393981.000000 Penalty: 3781.642822
	Iteration 1F: 3 clusters Score -1.339398e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57323 members 
Mstep: Class 2 contains 55754 members 
Entering Unmasked Estep 
Score: -13394649.000000 Penalty: 3781.642822
	Iteration 2Q: 3 clusters Score -1.339465e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57915 members 
Mstep: Class 2 contains 55162 members 
Entering Unmasked Estep 
Score: -13395662.000000 Penalty: 3781.642822
	Iteration 3Q: 3 clusters Score -1.339566e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58640 members 
Mstep: Class 2 contains 54437 members 
Entering Unmasked Estep 
Score: -13397020.000000 Penalty: 3781.642822
	Iteration 4Q: 3 clusters Score -1.339702e+07 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59604 members 
Mstep: Class 2 contains 53473 members 
Entering Unmasked Estep 
Score: -13399172.000000 Penalty: 3781.642822
	Iteration 5Q: 3 clusters Score -1.339917e+07 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60684 members 
Mstep: Class 2 contains 52393 members 
Entering Unmasked Estep 
Score: -13402400.000000 Penalty: 3781.642822
	Iteration 6F: 3 clusters Score -1.34024e+07 nChanged 6816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61882 members 
Mstep: Class 2 contains 51195 members 
Entering Unmasked Estep 
Score: -13407499.000000 Penalty: 3781.642822
	Iteration 7F: 3 clusters Score -1.34075e+07 nChanged 7617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63023 members 
Mstep: Class 2 contains 50054 members 
Entering Unmasked Estep 
Score: -13413658.000000 Penalty: 3781.642822
	Iteration 8F: 3 clusters Score -1.341366e+07 nChanged 7061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63738 members 
Mstep: Class 2 contains 49339 members 
Entering Unmasked Estep 
Score: -13417984.000000 Penalty: 3781.642822
	Iteration 9F: 3 clusters Score -1.341798e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64197 members 
Mstep: Class 2 contains 48880 members 
Entering Unmasked Estep 
Score: -13419373.000000 Penalty: 3781.642822
	Iteration 10Q: 3 clusters Score -1.341937e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64648 members 
Mstep: Class 2 contains 48429 members 
Entering Unmasked Estep 
Score: -13419892.000000 Penalty: 3781.642822
	Iteration 11Q: 3 clusters Score -1.341989e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65088 members 
Mstep: Class 2 contains 47989 members 
Entering Unmasked Estep 
Score: -13420157.000000 Penalty: 3781.642822
	Iteration 12Q: 3 clusters Score -1.342016e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65574 members 
Mstep: Class 2 contains 47503 members 
Entering Unmasked Estep 
Score: -13420429.000000 Penalty: 3781.642822
	Iteration 13Q: 3 clusters Score -1.342043e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66047 members 
Mstep: Class 2 contains 47030 members 
Entering Unmasked Estep 
Score: -13420642.000000 Penalty: 3781.642822
	Iteration 14Q: 3 clusters Score -1.342064e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66591 members 
Mstep: Class 2 contains 46486 members 
Entering Unmasked Estep 
Score: -13420900.000000 Penalty: 3781.642822
	Iteration 15Q: 3 clusters Score -1.34209e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67151 members 
Mstep: Class 2 contains 45926 members 
Entering Unmasked Estep 
Score: -13421125.000000 Penalty: 3781.642822
	Iteration 16Q: 3 clusters Score -1.342112e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67865 members 
Mstep: Class 2 contains 45212 members 
Entering Unmasked Estep 
Score: -13421298.000000 Penalty: 3781.642822
	Iteration 17Q: 3 clusters Score -1.34213e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68612 members 
Mstep: Class 2 contains 44465 members 
Entering Unmasked Estep 
Score: -13421582.000000 Penalty: 3781.642822
	Iteration 18Q: 3 clusters Score -1.342158e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69425 members 
Mstep: Class 2 contains 43652 members 
Entering Unmasked Estep 
Score: -13421901.000000 Penalty: 3781.642822
	Iteration 19Q: 3 clusters Score -1.34219e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70305 members 
Mstep: Class 2 contains 42772 members 
Entering Unmasked Estep 
Score: -13422175.000000 Penalty: 3781.642822
	Iteration 20F: 3 clusters Score -1.342218e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71182 members 
Mstep: Class 2 contains 41895 members 
Entering Unmasked Estep 
Score: -13422323.000000 Penalty: 3781.642822
	Iteration 21Q: 3 clusters Score -1.342232e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72121 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -13422521.000000 Penalty: 3781.642822
	Iteration 22Q: 3 clusters Score -1.342252e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73103 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
Score: -13422795.000000 Penalty: 3781.642822
	Iteration 23Q: 3 clusters Score -1.34228e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74108 members 
Mstep: Class 2 contains 38969 members 
Entering Unmasked Estep 
Score: -13422928.000000 Penalty: 3781.642822
	Iteration 24Q: 3 clusters Score -1.342293e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75158 members 
Mstep: Class 2 contains 37919 members 
Entering Unmasked Estep 
Score: -13423156.000000 Penalty: 3781.642822
	Iteration 25Q: 3 clusters Score -1.342316e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76206 members 
Mstep: Class 2 contains 36871 members 
Entering Unmasked Estep 
Score: -13423375.000000 Penalty: 3781.642822
	Iteration 26Q: 3 clusters Score -1.342338e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77250 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -13423613.000000 Penalty: 3781.642822
	Iteration 27Q: 3 clusters Score -1.342361e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78402 members 
Mstep: Class 2 contains 34675 members 
Entering Unmasked Estep 
Score: -13423842.000000 Penalty: 3781.642822
	Iteration 28Q: 3 clusters Score -1.342384e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79573 members 
Mstep: Class 2 contains 33504 members 
Entering Unmasked Estep 
Score: -13424038.000000 Penalty: 3781.642822
	Iteration 29Q: 3 clusters Score -1.342404e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80763 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -13424229.000000 Penalty: 3781.642822
	Iteration 30Q: 3 clusters Score -1.342423e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81989 members 
Mstep: Class 2 contains 31088 members 
Entering Unmasked Estep 
Score: -13424444.000000 Penalty: 3781.642822
	Iteration 31Q: 3 clusters Score -1.342444e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83239 members 
Mstep: Class 2 contains 29838 members 
Entering Unmasked Estep 
Score: -13424738.000000 Penalty: 3781.642822
	Iteration 32Q: 3 clusters Score -1.342474e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84729 members 
Mstep: Class 2 contains 28348 members 
Entering Unmasked Estep 
Score: -13425088.000000 Penalty: 3781.642822
	Iteration 33Q: 3 clusters Score -1.342509e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86523 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -13425521.000000 Penalty: 3781.642822
	Iteration 34Q: 3 clusters Score -1.342552e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88562 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -13425956.000000 Penalty: 3781.642822
	Iteration 35Q: 3 clusters Score -1.342596e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90684 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -13426354.000000 Penalty: 3781.642822
	Iteration 36Q: 3 clusters Score -1.342635e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92926 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -13426667.000000 Penalty: 3781.642822
	Iteration 37Q: 3 clusters Score -1.342667e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95271 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -13426942.000000 Penalty: 3781.642822
	Iteration 38Q: 3 clusters Score -1.342694e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97662 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -13427312.000000 Penalty: 3781.642822
	Iteration 39Q: 3 clusters Score -1.342731e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99925 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -13427916.000000 Penalty: 3781.642822
	Iteration 40F: 3 clusters Score -1.342792e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102050 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -13428337.000000 Penalty: 3781.642822
	Iteration 41Q: 3 clusters Score -1.342834e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103948 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -13428667.000000 Penalty: 3781.642822
	Iteration 42Q: 3 clusters Score -1.342867e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105593 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -13429089.000000 Penalty: 3781.642822
	Iteration 43Q: 3 clusters Score -1.342909e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106850 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -13429496.000000 Penalty: 3781.642822
	Iteration 44Q: 3 clusters Score -1.34295e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107839 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -13429849.000000 Penalty: 3781.642822
	Iteration 45Q: 3 clusters Score -1.342985e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108625 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -13430153.000000 Penalty: 3781.642822
	Iteration 46Q: 3 clusters Score -1.343015e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109206 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -13430317.000000 Penalty: 3781.642822
	Iteration 47Q: 3 clusters Score -1.343032e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109707 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -13430401.000000 Penalty: 3781.642822
	Iteration 48Q: 3 clusters Score -1.34304e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110098 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -13430513.000000 Penalty: 3781.642822
	Iteration 49Q: 3 clusters Score -1.343051e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110420 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -13430548.000000 Penalty: 3781.642822
	Iteration 50Q: 3 clusters Score -1.343055e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110667 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -13430593.000000 Penalty: 3781.642822
	Iteration 51Q: 3 clusters Score -1.343059e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110886 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -13430567.000000 Penalty: 3781.642822
	Iteration 52Q: 3 clusters Score -1.343057e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111033 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -13430593.000000 Penalty: 3781.642822
	Iteration 53Q: 3 clusters Score -1.343059e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111151 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -13430550.000000 Penalty: 3781.642822
	Iteration 54Q: 3 clusters Score -1.343055e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111251 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -13430555.000000 Penalty: 3781.642822
	Iteration 55Q: 3 clusters Score -1.343056e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111341 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -13430545.000000 Penalty: 3781.642822
	Iteration 56Q: 3 clusters Score -1.343054e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111418 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -13430554.000000 Penalty: 3781.642822
	Iteration 57Q: 3 clusters Score -1.343055e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111481 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -13430540.000000 Penalty: 3781.642822
	Iteration 58Q: 3 clusters Score -1.343054e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111533 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -13430551.000000 Penalty: 3781.642822
	Iteration 59Q: 3 clusters Score -1.343055e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111563 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -13430560.000000 Penalty: 3781.642822
	Iteration 60F: 3 clusters Score -1.343056e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111586 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -13430575.000000 Penalty: 3781.642822
	Iteration 61Q: 3 clusters Score -1.343058e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111612 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -13430561.000000 Penalty: 3781.642822
	Iteration 62Q: 3 clusters Score -1.343056e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111635 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -13430552.000000 Penalty: 3781.642822
	Iteration 63Q: 3 clusters Score -1.343055e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111659 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -13430558.000000 Penalty: 3781.642822
	Iteration 64Q: 3 clusters Score -1.343056e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111680 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -13430570.000000 Penalty: 3781.642822
	Iteration 65Q: 3 clusters Score -1.343057e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111693 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -13430553.000000 Penalty: 3781.642822
	Iteration 66Q: 3 clusters Score -1.343055e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111704 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -13430571.000000 Penalty: 3781.642822
	Iteration 67Q: 3 clusters Score -1.343057e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111712 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -13430554.000000 Penalty: 3781.642822
	Iteration 68Q: 3 clusters Score -1.343055e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111719 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -13430554.000000 Penalty: 3781.642822
	Iteration 69Q: 3 clusters Score -1.343055e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111730 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -13430561.000000 Penalty: 3781.642822
	Iteration 70Q: 3 clusters Score -1.343056e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111745 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -13430566.000000 Penalty: 3781.642822
	Iteration 71Q: 3 clusters Score -1.343057e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111759 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -13430577.000000 Penalty: 3781.642822
	Iteration 72Q: 3 clusters Score -1.343058e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111776 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -13430575.000000 Penalty: 3781.642822
	Iteration 73Q: 3 clusters Score -1.343058e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111791 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -13430559.000000 Penalty: 3781.642822
	Iteration 74Q: 3 clusters Score -1.343056e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111801 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -13430576.000000 Penalty: 3781.642822
	Iteration 75Q: 3 clusters Score -1.343058e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111812 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -13430584.000000 Penalty: 3781.642822
	Iteration 76Q: 3 clusters Score -1.343058e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111821 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -13430577.000000 Penalty: 3781.642822
	Iteration 77Q: 3 clusters Score -1.343058e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111833 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -13430581.000000 Penalty: 3781.642822
	Iteration 78Q: 3 clusters Score -1.343058e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111843 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -13430581.000000 Penalty: 3781.642822
	Iteration 79Q: 3 clusters Score -1.343058e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111848 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -13430574.000000 Penalty: 3781.642822
	Iteration 80F: 3 clusters Score -1.343057e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111855 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -13430576.000000 Penalty: 3781.642822
	Iteration 81Q: 3 clusters Score -1.343058e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111861 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -13430572.000000 Penalty: 3781.642822
	Iteration 82Q: 3 clusters Score -1.343057e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111868 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -13430571.000000 Penalty: 3781.642822
	Iteration 83Q: 3 clusters Score -1.343057e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111876 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -13430581.000000 Penalty: 3781.642822
	Iteration 84Q: 3 clusters Score -1.343058e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111879 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -13430579.000000 Penalty: 3781.642822
	Iteration 85Q: 3 clusters Score -1.343058e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111881 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -13430577.000000 Penalty: 3781.642822
	Iteration 86Q: 3 clusters Score -1.343058e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111886 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -13430576.000000 Penalty: 3781.642822
	Iteration 87Q: 3 clusters Score -1.343058e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111890 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -13430576.000000 Penalty: 3781.642822
	Iteration 88Q: 3 clusters Score -1.343058e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111895 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -13430569.000000 Penalty: 3781.642822
	Iteration 89Q: 3 clusters Score -1.343057e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111899 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -13430566.000000 Penalty: 3781.642822
	Iteration 90Q: 3 clusters Score -1.343057e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111904 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -13430567.000000 Penalty: 3781.642822
	Iteration 91Q: 3 clusters Score -1.343057e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111907 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -13430559.000000 Penalty: 3781.642822
	Iteration 92Q: 3 clusters Score -1.343056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111910 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -13430572.000000 Penalty: 3781.642822
	Iteration 93Q: 3 clusters Score -1.343057e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111912 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -13430560.000000 Penalty: 3781.642822
	Iteration 94Q: 3 clusters Score -1.343056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111914 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -13430567.000000 Penalty: 3781.642822
	Iteration 95Q: 3 clusters Score -1.343057e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111917 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -13430569.000000 Penalty: 3781.642822
	Iteration 96Q: 3 clusters Score -1.343057e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111921 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -13430555.000000 Penalty: 3781.642822
	Iteration 97Q: 3 clusters Score -1.343056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111923 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -13430565.000000 Penalty: 3781.642822
	Iteration 98Q: 3 clusters Score -1.343056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111924 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -13430558.000000 Penalty: 3781.642822
	Iteration 99Q: 3 clusters Score -1.343056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111925 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -13430560.000000 Penalty: 3781.642822
	Iteration 100F: 3 clusters Score -1.343056e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (43778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43778 members 
Entering Unmasked Estep 
Score: -4996869.000000 Penalty: 1736.619141
	Iteration 0F: 2 clusters Score -4996869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -4967467.000000 Penalty: 3473.238281
	Iteration 0F: 3 clusters Score -4967467 nChanged 20563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -4978757.500000 Penalty: 3473.238281
	Iteration 1F: 3 clusters Score -4978758 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -4979192.000000 Penalty: 3473.238281
	Iteration 2Q: 3 clusters Score -4979192 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -4979744.500000 Penalty: 3473.238281
	Iteration 3Q: 3 clusters Score -4979744 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -4980601.500000 Penalty: 3473.238281
	Iteration 4Q: 3 clusters Score -4980602 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -4982087.000000 Penalty: 3473.238281
	Iteration 5F: 3 clusters Score -4982087 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -4984317.000000 Penalty: 3473.238281
	Iteration 6F: 3 clusters Score -4984317 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 33493 members 
Entering Unmasked Estep 
Score: -4987054.500000 Penalty: 3473.238281
	Iteration 7F: 3 clusters Score -4987054 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 36274 members 
Entering Unmasked Estep 
Score: -4989724.000000 Penalty: 3473.238281
	Iteration 8F: 3 clusters Score -4989724 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -4991836.500000 Penalty: 3473.238281
	Iteration 9F: 3 clusters Score -4991836 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 40037 members 
Entering Unmasked Estep 
Score: -4993182.000000 Penalty: 3473.238281
	Iteration 10Q: 3 clusters Score -4993182 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 40985 members 
Entering Unmasked Estep 
Score: -4993992.000000 Penalty: 3473.238281
	Iteration 11Q: 3 clusters Score -4993992 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 41599 members 
Entering Unmasked Estep 
Score: -4994478.500000 Penalty: 3473.238281
	Iteration 12Q: 3 clusters Score -4994478 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 41968 members 
Entering Unmasked Estep 
Score: -4994740.500000 Penalty: 3473.238281
	Iteration 13Q: 3 clusters Score -4994740 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 42212 members 
Entering Unmasked Estep 
Score: -4994882.500000 Penalty: 3473.238281
	Iteration 14Q: 3 clusters Score -4994882 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 42396 members 
Entering Unmasked Estep 
Score: -4994983.500000 Penalty: 3473.238281
	Iteration 15Q: 3 clusters Score -4994984 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 42512 members 
Entering Unmasked Estep 
Score: -4995057.000000 Penalty: 3473.238281
	Iteration 16Q: 3 clusters Score -4995057 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 42609 members 
Entering Unmasked Estep 
Score: -4995082.500000 Penalty: 3473.238281
	Iteration 17Q: 3 clusters Score -4995082 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 42681 members 
Entering Unmasked Estep 
Score: -4995127.000000 Penalty: 3473.238281
	Iteration 18Q: 3 clusters Score -4995127 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 42737 members 
Entering Unmasked Estep 
Score: -4995163.500000 Penalty: 3473.238281
	Iteration 19Q: 3 clusters Score -4995164 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 42788 members 
Entering Unmasked Estep 
Score: -4995179.000000 Penalty: 3473.238281
	Iteration 20F: 3 clusters Score -4995179 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 42824 members 
Entering Unmasked Estep 
Score: -4995200.000000 Penalty: 3473.238281
	Iteration 21Q: 3 clusters Score -4995200 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 42862 members 
Entering Unmasked Estep 
Score: -4995210.500000 Penalty: 3473.238281
	Iteration 22Q: 3 clusters Score -4995210 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 42897 members 
Entering Unmasked Estep 
Score: -4995232.000000 Penalty: 3473.238281
	Iteration 23Q: 3 clusters Score -4995232 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 42927 members 
Entering Unmasked Estep 
Score: -4995245.000000 Penalty: 3473.238281
	Iteration 24Q: 3 clusters Score -4995245 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 42957 members 
Entering Unmasked Estep 
Score: -4995252.000000 Penalty: 3473.238281
	Iteration 25Q: 3 clusters Score -4995252 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 42977 members 
Entering Unmasked Estep 
Score: -4995260.500000 Penalty: 3473.238281
	Iteration 26Q: 3 clusters Score -4995260 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 42992 members 
Entering Unmasked Estep 
Score: -4995272.000000 Penalty: 3473.238281
	Iteration 27Q: 3 clusters Score -4995272 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 43017 members 
Entering Unmasked Estep 
Score: -4995273.500000 Penalty: 3473.238281
	Iteration 28Q: 3 clusters Score -4995274 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 43040 members 
Entering Unmasked Estep 
Score: -4995274.500000 Penalty: 3473.238281
	Iteration 29Q: 3 clusters Score -4995274 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 43054 members 
Entering Unmasked Estep 
Score: -4995288.000000 Penalty: 3473.238281
	Iteration 30Q: 3 clusters Score -4995288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 43065 members 
Entering Unmasked Estep 
Score: -4995289.500000 Penalty: 3473.238281
	Iteration 31Q: 3 clusters Score -4995290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 43079 members 
Entering Unmasked Estep 
Score: -4995290.500000 Penalty: 3473.238281
	Iteration 32Q: 3 clusters Score -4995290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 43083 members 
Entering Unmasked Estep 
Score: -4995295.000000 Penalty: 3473.238281
	Iteration 33Q: 3 clusters Score -4995295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 43087 members 
Entering Unmasked Estep 
Score: -4995300.000000 Penalty: 3473.238281
	Iteration 34Q: 3 clusters Score -4995300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 43095 members 
Entering Unmasked Estep 
Score: -4995308.000000 Penalty: 3473.238281
	Iteration 35Q: 3 clusters Score -4995308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 43103 members 
Entering Unmasked Estep 
Score: -4995311.500000 Penalty: 3473.238281
	Iteration 36Q: 3 clusters Score -4995312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 43107 members 
Entering Unmasked Estep 
Score: -4995312.000000 Penalty: 3473.238281
	Iteration 37Q: 3 clusters Score -4995312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 43110 members 
Entering Unmasked Estep 
Score: -4995311.500000 Penalty: 3473.238281
	Iteration 38Q: 3 clusters Score -4995312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 43112 members 
Entering Unmasked Estep 
Score: -4995310.000000 Penalty: 3473.238281
	Iteration 39Q: 3 clusters Score -4995310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 43113 members 
Entering Unmasked Estep 
Score: -4995309.500000 Penalty: 3473.238281
	Iteration 40F: 3 clusters Score -4995310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 43115 members 
Entering Unmasked Estep 
Score: -4995310.000000 Penalty: 3473.238281
	Iteration 41Q: 3 clusters Score -4995310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 43115 members 
Entering Unmasked Estep 
Score: -4995310.000000 Penalty: 3473.238281
	Iteration 42Q: 3 clusters Score -4995310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 43115 members 
Entering Unmasked Estep 
Score: -4995310.000000 Penalty: 3473.238281
	Iteration 43F: 3 clusters Score -4995310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Entering Unmasked Estep 
Score: -33543.414062 Penalty: 993.832458
	Iteration 0F: 2 clusters Score -33543.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -32675.359375 Penalty: 1987.664917
	Iteration 0F: 3 clusters Score -32675.36 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -33048.542969 Penalty: 1987.664917
	Iteration 1F: 3 clusters Score -33048.54 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -33182.363281 Penalty: 1987.664917
	Iteration 2F: 3 clusters Score -33182.36 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -33300.457031 Penalty: 1987.664917
	Iteration 3Q: 3 clusters Score -33300.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -33384.093750 Penalty: 1987.664917
	Iteration 4Q: 3 clusters Score -33384.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -33461.203125 Penalty: 1987.664917
	Iteration 5Q: 3 clusters Score -33461.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -33522.828125 Penalty: 1987.664917
	Iteration 6Q: 3 clusters Score -33522.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -33548.253906 Penalty: 1987.664917
	Iteration 7Q: 3 clusters Score -33548.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -33571.171875 Penalty: 1987.664917
	Iteration 8Q: 3 clusters Score -33571.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -33588.820312 Penalty: 1987.664917
	Iteration 9Q: 3 clusters Score -33588.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -33593.144531 Penalty: 1987.664917
	Iteration 10Q: 3 clusters Score -33593.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -33600.343750 Penalty: 1987.664917
	Iteration 11Q: 3 clusters Score -33600.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -33601.980469 Penalty: 1987.664917
	Iteration 12F: 3 clusters Score -33601.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -33612.160156 Penalty: 1987.664917
	Iteration 13Q: 3 clusters Score -33612.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -33613.207031 Penalty: 1987.664917
	Iteration 14Q: 3 clusters Score -33613.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -33613.207031 Penalty: 1987.664917
	Iteration 15F: 3 clusters Score -33613.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 86676 members 
Mstep: Class 2 contains 44824 members 
Mstep: Class 3 contains 8039 members 
Mstep: Class 4 contains 11317 members 
Mstep: Class 5 contains 113077 members 
Mstep: Class 6 contains 43778 members 
Mstep: Class 7 contains 155 members 
Mstep: Class 8 contains 86708 members 
Mstep: Class 9 contains 197209 members 
Mstep: Class 10 contains 47670 members 
Mstep: Class 11 contains 11256 members 
Mstep: Class 12 contains 9603 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 639 members 
Mstep: Class 15 contains 298 members 
Mstep: Class 16 contains 19452 members 
Mstep: Class 17 contains 15851 members 
Mstep: Class 18 contains 12921 members 
Mstep: Class 19 contains 113127 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1463 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 75097 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 8709 members 
Mstep: Class 29 contains 80727 members 
Mstep: Class 30 contains 76929 members 
Mstep: Class 31 contains 6041 members 
Mstep: Class 32 contains 114476 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3829 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 28906 members 
Mstep: Class 37 contains 104247 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 3617 members 
Mstep: Class 41 contains 27783 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 81562 members 
Mstep: Class 44 contains 99294 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 15565 members 
Mstep: Class 50 contains 99795 members 
Mstep: Class 51 contains 63623 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
Score: -194730752.000000 Penalty: 119004.437500
Splitting cluster 7 changes total score from -194732288.000000 to -194730752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (86708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86708 members 
Entering Unmasked Estep 
Score: -10215376.000000 Penalty: 1847.673950
	Iteration 0F: 2 clusters Score -1.021538e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43270 members 
Mstep: Class 2 contains 43438 members 
Entering Unmasked Estep 
Score: -10157873.000000 Penalty: 3695.347900
	Iteration 0F: 3 clusters Score -1.015787e+07 nChanged 41292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42640 members 
Mstep: Class 2 contains 44068 members 
Entering Unmasked Estep 
Score: -10181056.000000 Penalty: 3695.347900
	Iteration 1F: 3 clusters Score -1.018106e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42265 members 
Mstep: Class 2 contains 44443 members 
Entering Unmasked Estep 
Score: -10181565.000000 Penalty: 3695.347900
	Iteration 2Q: 3 clusters Score -1.018156e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41679 members 
Mstep: Class 2 contains 45029 members 
Entering Unmasked Estep 
Score: -10182068.000000 Penalty: 3695.347900
	Iteration 3Q: 3 clusters Score -1.018207e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40796 members 
Mstep: Class 2 contains 45912 members 
Entering Unmasked Estep 
Score: -10182546.000000 Penalty: 3695.347900
	Iteration 4Q: 3 clusters Score -1.018255e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39338 members 
Mstep: Class 2 contains 47370 members 
Entering Unmasked Estep 
Score: -10183353.000000 Penalty: 3695.347900
	Iteration 5Q: 3 clusters Score -1.018335e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37173 members 
Mstep: Class 2 contains 49535 members 
Entering Unmasked Estep 
Score: -10184585.000000 Penalty: 3695.347900
	Iteration 6Q: 3 clusters Score -1.018458e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34079 members 
Mstep: Class 2 contains 52629 members 
Entering Unmasked Estep 
Score: -10186601.000000 Penalty: 3695.347900
	Iteration 7Q: 3 clusters Score -1.01866e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 56740 members 
Entering Unmasked Estep 
Score: -10189748.000000 Penalty: 3695.347900
	Iteration 8F: 3 clusters Score -1.018975e+07 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 61716 members 
Entering Unmasked Estep 
Score: -10193817.000000 Penalty: 3695.347900
	Iteration 9F: 3 clusters Score -1.019382e+07 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 66636 members 
Entering Unmasked Estep 
Score: -10198003.000000 Penalty: 3695.347900
	Iteration 10F: 3 clusters Score -1.0198e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 70978 members 
Entering Unmasked Estep 
Score: -10201736.000000 Penalty: 3695.347900
	Iteration 11F: 3 clusters Score -1.020174e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 74629 members 
Entering Unmasked Estep 
Score: -10204601.000000 Penalty: 3695.347900
	Iteration 12Q: 3 clusters Score -1.02046e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 77694 members 
Entering Unmasked Estep 
Score: -10207069.000000 Penalty: 3695.347900
	Iteration 13Q: 3 clusters Score -1.020707e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 80248 members 
Entering Unmasked Estep 
Score: -10209105.000000 Penalty: 3695.347900
	Iteration 14Q: 3 clusters Score -1.02091e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 82274 members 
Entering Unmasked Estep 
Score: -10210746.000000 Penalty: 3695.347900
	Iteration 15Q: 3 clusters Score -1.021075e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 83736 members 
Entering Unmasked Estep 
Score: -10211980.000000 Penalty: 3695.347900
	Iteration 16Q: 3 clusters Score -1.021198e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 84646 members 
Entering Unmasked Estep 
Score: -10212662.000000 Penalty: 3695.347900
	Iteration 17Q: 3 clusters Score -1.021266e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 85198 members 
Entering Unmasked Estep 
Score: -10213050.000000 Penalty: 3695.347900
	Iteration 18Q: 3 clusters Score -1.021305e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 85529 members 
Entering Unmasked Estep 
Score: -10213315.000000 Penalty: 3695.347900
	Iteration 19Q: 3 clusters Score -1.021332e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 85730 members 
Entering Unmasked Estep 
Score: -10213481.000000 Penalty: 3695.347900
	Iteration 20F: 3 clusters Score -1.021348e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 85867 members 
Entering Unmasked Estep 
Score: -10213577.000000 Penalty: 3695.347900
	Iteration 21Q: 3 clusters Score -1.021358e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 85961 members 
Entering Unmasked Estep 
Score: -10213614.000000 Penalty: 3695.347900
	Iteration 22Q: 3 clusters Score -1.021361e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 86032 members 
Entering Unmasked Estep 
Score: -10213662.000000 Penalty: 3695.347900
	Iteration 23Q: 3 clusters Score -1.021366e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 86077 members 
Entering Unmasked Estep 
Score: -10213726.000000 Penalty: 3695.347900
	Iteration 24Q: 3 clusters Score -1.021373e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 86112 members 
Entering Unmasked Estep 
Score: -10213758.000000 Penalty: 3695.347900
	Iteration 25Q: 3 clusters Score -1.021376e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 86138 members 
Entering Unmasked Estep 
Score: -10213781.000000 Penalty: 3695.347900
	Iteration 26Q: 3 clusters Score -1.021378e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 86152 members 
Entering Unmasked Estep 
Score: -10213796.000000 Penalty: 3695.347900
	Iteration 27Q: 3 clusters Score -1.02138e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 86160 members 
Entering Unmasked Estep 
Score: -10213805.000000 Penalty: 3695.347900
	Iteration 28Q: 3 clusters Score -1.02138e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 86169 members 
Entering Unmasked Estep 
Score: -10213807.000000 Penalty: 3695.347900
	Iteration 29Q: 3 clusters Score -1.021381e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 86173 members 
Entering Unmasked Estep 
Score: -10213806.000000 Penalty: 3695.347900
	Iteration 30Q: 3 clusters Score -1.021381e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 86177 members 
Entering Unmasked Estep 
Score: -10213822.000000 Penalty: 3695.347900
	Iteration 31Q: 3 clusters Score -1.021382e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 86181 members 
Entering Unmasked Estep 
Score: -10213823.000000 Penalty: 3695.347900
	Iteration 32Q: 3 clusters Score -1.021382e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 86188 members 
Entering Unmasked Estep 
Score: -10213843.000000 Penalty: 3695.347900
	Iteration 33Q: 3 clusters Score -1.021384e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 86193 members 
Entering Unmasked Estep 
Score: -10213831.000000 Penalty: 3695.347900
	Iteration 34Q: 3 clusters Score -1.021383e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 86197 members 
Entering Unmasked Estep 
Score: -10213828.000000 Penalty: 3695.347900
	Iteration 35Q: 3 clusters Score -1.021383e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 86200 members 
Entering Unmasked Estep 
Score: -10213834.000000 Penalty: 3695.347900
	Iteration 36Q: 3 clusters Score -1.021383e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 86199 members 
Entering Unmasked Estep 
Score: -10213833.000000 Penalty: 3695.347900
	Iteration 37Q: 3 clusters Score -1.021383e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 86200 members 
Entering Unmasked Estep 
Score: -10213831.000000 Penalty: 3695.347900
	Iteration 38Q: 3 clusters Score -1.021383e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 86201 members 
Entering Unmasked Estep 
Score: -10213835.000000 Penalty: 3695.347900
	Iteration 39Q: 3 clusters Score -1.021384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 86203 members 
Entering Unmasked Estep 
Score: -10213834.000000 Penalty: 3695.347900
	Iteration 40F: 3 clusters Score -1.021383e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 86207 members 
Entering Unmasked Estep 
Score: -10213827.000000 Penalty: 3695.347900
	Iteration 41Q: 3 clusters Score -1.021383e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 86207 members 
Entering Unmasked Estep 
Score: -10213830.000000 Penalty: 3695.347900
	Iteration 42Q: 3 clusters Score -1.021383e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 86206 members 
Entering Unmasked Estep 
Score: -10213827.000000 Penalty: 3695.347900
	Iteration 43Q: 3 clusters Score -1.021383e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 86207 members 
Entering Unmasked Estep 
Score: -10213829.000000 Penalty: 3695.347900
	Iteration 44Q: 3 clusters Score -1.021383e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 86209 members 
Entering Unmasked Estep 
Score: -10213837.000000 Penalty: 3695.347900
	Iteration 45Q: 3 clusters Score -1.021384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 86211 members 
Entering Unmasked Estep 
Score: -10213837.000000 Penalty: 3695.347900
	Iteration 46Q: 3 clusters Score -1.021384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 86213 members 
Entering Unmasked Estep 
Score: -10213835.000000 Penalty: 3695.347900
	Iteration 47Q: 3 clusters Score -1.021384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 86214 members 
Entering Unmasked Estep 
Score: -10213835.000000 Penalty: 3695.347900
	Iteration 48Q: 3 clusters Score -1.021384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 86216 members 
Entering Unmasked Estep 
Score: -10213838.000000 Penalty: 3695.347900
	Iteration 49Q: 3 clusters Score -1.021384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 86217 members 
Entering Unmasked Estep 
Score: -10213838.000000 Penalty: 3695.347900
	Iteration 50Q: 3 clusters Score -1.021384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 86220 members 
Entering Unmasked Estep 
Score: -10213827.000000 Penalty: 3695.347900
	Iteration 51Q: 3 clusters Score -1.021383e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 86223 members 
Entering Unmasked Estep 
Score: -10213834.000000 Penalty: 3695.347900
	Iteration 52Q: 3 clusters Score -1.021383e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 86226 members 
Entering Unmasked Estep 
Score: -10213838.000000 Penalty: 3695.347900
	Iteration 53Q: 3 clusters Score -1.021384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 86229 members 
Entering Unmasked Estep 
Score: -10213839.000000 Penalty: 3695.347900
	Iteration 54Q: 3 clusters Score -1.021384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 86231 members 
Entering Unmasked Estep 
Score: -10213844.000000 Penalty: 3695.347900
	Iteration 55Q: 3 clusters Score -1.021384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 86232 members 
Entering Unmasked Estep 
Score: -10213836.000000 Penalty: 3695.347900
	Iteration 56Q: 3 clusters Score -1.021384e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 86232 members 
Entering Unmasked Estep 
Score: -10213836.000000 Penalty: 3695.347900
	Iteration 57F: 3 clusters Score -1.021384e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (197209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197209 members 
Entering Unmasked Estep 
Score: -22574302.000000 Penalty: 1981.203125
	Iteration 0F: 2 clusters Score -2.25743e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98453 members 
Mstep: Class 2 contains 98756 members 
Entering Unmasked Estep 
Score: -22466242.000000 Penalty: 3962.406250
	Iteration 0F: 3 clusters Score -2.246624e+07 nChanged 95389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97356 members 
Mstep: Class 2 contains 99853 members 
Entering Unmasked Estep 
Score: -22523130.000000 Penalty: 3962.406250
	Iteration 1F: 3 clusters Score -2.252313e+07 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97242 members 
Mstep: Class 2 contains 99967 members 
Entering Unmasked Estep 
Score: -22524084.000000 Penalty: 3962.406250
	Iteration 2Q: 3 clusters Score -2.252408e+07 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96971 members 
Mstep: Class 2 contains 100238 members 
Entering Unmasked Estep 
Score: -22525246.000000 Penalty: 3962.406250
	Iteration 3Q: 3 clusters Score -2.252525e+07 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96509 members 
Mstep: Class 2 contains 100700 members 
Entering Unmasked Estep 
Score: -22526742.000000 Penalty: 3962.406250
	Iteration 4Q: 3 clusters Score -2.252674e+07 nChanged 6797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95814 members 
Mstep: Class 2 contains 101395 members 
Entering Unmasked Estep 
Score: -22528704.000000 Penalty: 3962.406250
	Iteration 5Q: 3 clusters Score -2.25287e+07 nChanged 7501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94637 members 
Mstep: Class 2 contains 102572 members 
Entering Unmasked Estep 
Score: -22531108.000000 Penalty: 3962.406250
	Iteration 6Q: 3 clusters Score -2.253111e+07 nChanged 8177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92574 members 
Mstep: Class 2 contains 104635 members 
Entering Unmasked Estep 
Score: -22534234.000000 Penalty: 3962.406250
	Iteration 7Q: 3 clusters Score -2.253423e+07 nChanged 8789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89431 members 
Mstep: Class 2 contains 107778 members 
Entering Unmasked Estep 
Score: -22537800.000000 Penalty: 3962.406250
	Iteration 8Q: 3 clusters Score -2.25378e+07 nChanged 9038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85081 members 
Mstep: Class 2 contains 112128 members 
Entering Unmasked Estep 
Score: -22541780.000000 Penalty: 3962.406250
	Iteration 9Q: 3 clusters Score -2.254178e+07 nChanged 9276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79751 members 
Mstep: Class 2 contains 117458 members 
Entering Unmasked Estep 
Score: -22545866.000000 Penalty: 3962.406250
	Iteration 10Q: 3 clusters Score -2.254587e+07 nChanged 9391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73548 members 
Mstep: Class 2 contains 123661 members 
Entering Unmasked Estep 
Score: -22550358.000000 Penalty: 3962.406250
	Iteration 11Q: 3 clusters Score -2.255036e+07 nChanged 9329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67337 members 
Mstep: Class 2 contains 129872 members 
Entering Unmasked Estep 
Score: -22554722.000000 Penalty: 3962.406250
	Iteration 12Q: 3 clusters Score -2.255472e+07 nChanged 8932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61839 members 
Mstep: Class 2 contains 135370 members 
Entering Unmasked Estep 
Score: -22558898.000000 Penalty: 3962.406250
	Iteration 13Q: 3 clusters Score -2.25589e+07 nChanged 8088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57467 members 
Mstep: Class 2 contains 139742 members 
Entering Unmasked Estep 
Score: -22562092.000000 Penalty: 3962.406250
	Iteration 14Q: 3 clusters Score -2.256209e+07 nChanged 6922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54291 members 
Mstep: Class 2 contains 142918 members 
Entering Unmasked Estep 
Score: -22564414.000000 Penalty: 3962.406250
	Iteration 15Q: 3 clusters Score -2.256441e+07 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52193 members 
Mstep: Class 2 contains 145016 members 
Entering Unmasked Estep 
Score: -22565554.000000 Penalty: 3962.406250
	Iteration 16Q: 3 clusters Score -2.256555e+07 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50683 members 
Mstep: Class 2 contains 146526 members 
Entering Unmasked Estep 
Score: -22566142.000000 Penalty: 3962.406250
	Iteration 17Q: 3 clusters Score -2.256614e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49370 members 
Mstep: Class 2 contains 147839 members 
Entering Unmasked Estep 
Score: -22566390.000000 Penalty: 3962.406250
	Iteration 18Q: 3 clusters Score -2.256639e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48290 members 
Mstep: Class 2 contains 148919 members 
Entering Unmasked Estep 
Score: -22566352.000000 Penalty: 3962.406250
	Iteration 19Q: 3 clusters Score -2.256635e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47324 members 
Mstep: Class 2 contains 149885 members 
Entering Unmasked Estep 
Score: -22566176.000000 Penalty: 3962.406250
	Iteration 20F: 3 clusters Score -2.256618e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46476 members 
Mstep: Class 2 contains 150733 members 
Entering Unmasked Estep 
Score: -22566252.000000 Penalty: 3962.406250
	Iteration 21Q: 3 clusters Score -2.256625e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45717 members 
Mstep: Class 2 contains 151492 members 
Entering Unmasked Estep 
Score: -22566254.000000 Penalty: 3962.406250
	Iteration 22Q: 3 clusters Score -2.256625e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45073 members 
Mstep: Class 2 contains 152136 members 
Entering Unmasked Estep 
Score: -22566072.000000 Penalty: 3962.406250
	Iteration 23Q: 3 clusters Score -2.256607e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44489 members 
Mstep: Class 2 contains 152720 members 
Entering Unmasked Estep 
Score: -22565984.000000 Penalty: 3962.406250
	Iteration 24Q: 3 clusters Score -2.256598e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43955 members 
Mstep: Class 2 contains 153254 members 
Entering Unmasked Estep 
Score: -22565832.000000 Penalty: 3962.406250
	Iteration 25Q: 3 clusters Score -2.256583e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43467 members 
Mstep: Class 2 contains 153742 members 
Entering Unmasked Estep 
Score: -22565666.000000 Penalty: 3962.406250
	Iteration 26Q: 3 clusters Score -2.256567e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43045 members 
Mstep: Class 2 contains 154164 members 
Entering Unmasked Estep 
Score: -22565522.000000 Penalty: 3962.406250
	Iteration 27Q: 3 clusters Score -2.256552e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 154470 members 
Entering Unmasked Estep 
Score: -22565376.000000 Penalty: 3962.406250
	Iteration 28Q: 3 clusters Score -2.256538e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42472 members 
Mstep: Class 2 contains 154737 members 
Entering Unmasked Estep 
Score: -22565282.000000 Penalty: 3962.406250
	Iteration 29Q: 3 clusters Score -2.256528e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42339 members 
Mstep: Class 2 contains 154870 members 
Entering Unmasked Estep 
Score: -22565086.000000 Penalty: 3962.406250
	Iteration 30Q: 3 clusters Score -2.256509e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42348 members 
Mstep: Class 2 contains 154861 members 
Entering Unmasked Estep 
Score: -22564962.000000 Penalty: 3962.406250
	Iteration 31Q: 3 clusters Score -2.256496e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42449 members 
Mstep: Class 2 contains 154760 members 
Entering Unmasked Estep 
Score: -22564676.000000 Penalty: 3962.406250
	Iteration 32Q: 3 clusters Score -2.256468e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42668 members 
Mstep: Class 2 contains 154541 members 
Entering Unmasked Estep 
Score: -22564514.000000 Penalty: 3962.406250
	Iteration 33Q: 3 clusters Score -2.256451e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43002 members 
Mstep: Class 2 contains 154207 members 
Entering Unmasked Estep 
Score: -22564318.000000 Penalty: 3962.406250
	Iteration 34Q: 3 clusters Score -2.256432e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43480 members 
Mstep: Class 2 contains 153729 members 
Entering Unmasked Estep 
Score: -22564128.000000 Penalty: 3962.406250
	Iteration 35Q: 3 clusters Score -2.256413e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44110 members 
Mstep: Class 2 contains 153099 members 
Entering Unmasked Estep 
Score: -22563908.000000 Penalty: 3962.406250
	Iteration 36Q: 3 clusters Score -2.256391e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44856 members 
Mstep: Class 2 contains 152353 members 
Entering Unmasked Estep 
Score: -22563694.000000 Penalty: 3962.406250
	Iteration 37Q: 3 clusters Score -2.256369e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45727 members 
Mstep: Class 2 contains 151482 members 
Entering Unmasked Estep 
Score: -22563468.000000 Penalty: 3962.406250
	Iteration 38Q: 3 clusters Score -2.256347e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46770 members 
Mstep: Class 2 contains 150439 members 
Entering Unmasked Estep 
Score: -22563178.000000 Penalty: 3962.406250
	Iteration 39Q: 3 clusters Score -2.256318e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47990 members 
Mstep: Class 2 contains 149219 members 
Entering Unmasked Estep 
Score: -22562718.000000 Penalty: 3962.406250
	Iteration 40F: 3 clusters Score -2.256272e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49413 members 
Mstep: Class 2 contains 147796 members 
Entering Unmasked Estep 
Score: -22562416.000000 Penalty: 3962.406250
	Iteration 41Q: 3 clusters Score -2.256242e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51007 members 
Mstep: Class 2 contains 146202 members 
Entering Unmasked Estep 
Score: -22562140.000000 Penalty: 3962.406250
	Iteration 42Q: 3 clusters Score -2.256214e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52761 members 
Mstep: Class 2 contains 144448 members 
Entering Unmasked Estep 
Score: -22561810.000000 Penalty: 3962.406250
	Iteration 43Q: 3 clusters Score -2.256181e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54846 members 
Mstep: Class 2 contains 142363 members 
Entering Unmasked Estep 
Score: -22561562.000000 Penalty: 3962.406250
	Iteration 44Q: 3 clusters Score -2.256156e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57289 members 
Mstep: Class 2 contains 139920 members 
Entering Unmasked Estep 
Score: -22561392.000000 Penalty: 3962.406250
	Iteration 45Q: 3 clusters Score -2.256139e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59992 members 
Mstep: Class 2 contains 137217 members 
Entering Unmasked Estep 
Score: -22561086.000000 Penalty: 3962.406250
	Iteration 46Q: 3 clusters Score -2.256109e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63125 members 
Mstep: Class 2 contains 134084 members 
Entering Unmasked Estep 
Score: -22560890.000000 Penalty: 3962.406250
	Iteration 47Q: 3 clusters Score -2.256089e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66601 members 
Mstep: Class 2 contains 130608 members 
Entering Unmasked Estep 
Score: -22560726.000000 Penalty: 3962.406250
	Iteration 48Q: 3 clusters Score -2.256073e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70362 members 
Mstep: Class 2 contains 126847 members 
Entering Unmasked Estep 
Score: -22560808.000000 Penalty: 3962.406250
	Iteration 49Q: 3 clusters Score -2.256081e+07 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74411 members 
Mstep: Class 2 contains 122798 members 
Entering Unmasked Estep 
Score: -22560736.000000 Penalty: 3962.406250
	Iteration 50Q: 3 clusters Score -2.256074e+07 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78819 members 
Mstep: Class 2 contains 118390 members 
Entering Unmasked Estep 
Score: -22561014.000000 Penalty: 3962.406250
	Iteration 51Q: 3 clusters Score -2.256101e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83458 members 
Mstep: Class 2 contains 113751 members 
Entering Unmasked Estep 
Score: -22561590.000000 Penalty: 3962.406250
	Iteration 52Q: 3 clusters Score -2.256159e+07 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88011 members 
Mstep: Class 2 contains 109198 members 
Entering Unmasked Estep 
Score: -22562092.000000 Penalty: 3962.406250
	Iteration 53Q: 3 clusters Score -2.256209e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91942 members 
Mstep: Class 2 contains 105267 members 
Entering Unmasked Estep 
Score: -22562554.000000 Penalty: 3962.406250
	Iteration 54Q: 3 clusters Score -2.256255e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95330 members 
Mstep: Class 2 contains 101879 members 
Entering Unmasked Estep 
Score: -22563298.000000 Penalty: 3962.406250
	Iteration 55Q: 3 clusters Score -2.25633e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98191 members 
Mstep: Class 2 contains 99018 members 
Entering Unmasked Estep 
Score: -22563950.000000 Penalty: 3962.406250
	Iteration 56Q: 3 clusters Score -2.256395e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100571 members 
Mstep: Class 2 contains 96638 members 
Entering Unmasked Estep 
Score: -22564202.000000 Penalty: 3962.406250
	Iteration 57Q: 3 clusters Score -2.25642e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102684 members 
Mstep: Class 2 contains 94525 members 
Entering Unmasked Estep 
Score: -22564646.000000 Penalty: 3962.406250
	Iteration 58Q: 3 clusters Score -2.256465e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104405 members 
Mstep: Class 2 contains 92804 members 
Entering Unmasked Estep 
Score: -22564752.000000 Penalty: 3962.406250
	Iteration 59Q: 3 clusters Score -2.256475e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105630 members 
Mstep: Class 2 contains 91579 members 
Entering Unmasked Estep 
Score: -22565120.000000 Penalty: 3962.406250
	Iteration 60F: 3 clusters Score -2.256512e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107104 members 
Mstep: Class 2 contains 90105 members 
Entering Unmasked Estep 
Score: -22565386.000000 Penalty: 3962.406250
	Iteration 61Q: 3 clusters Score -2.256539e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108331 members 
Mstep: Class 2 contains 88878 members 
Entering Unmasked Estep 
Score: -22565592.000000 Penalty: 3962.406250
	Iteration 62Q: 3 clusters Score -2.256559e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109540 members 
Mstep: Class 2 contains 87669 members 
Entering Unmasked Estep 
Score: -22565854.000000 Penalty: 3962.406250
	Iteration 63Q: 3 clusters Score -2.256585e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110702 members 
Mstep: Class 2 contains 86507 members 
Entering Unmasked Estep 
Score: -22566174.000000 Penalty: 3962.406250
	Iteration 64Q: 3 clusters Score -2.256617e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111863 members 
Mstep: Class 2 contains 85346 members 
Entering Unmasked Estep 
Score: -22566442.000000 Penalty: 3962.406250
	Iteration 65Q: 3 clusters Score -2.256644e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112945 members 
Mstep: Class 2 contains 84264 members 
Entering Unmasked Estep 
Score: -22566750.000000 Penalty: 3962.406250
	Iteration 66Q: 3 clusters Score -2.256675e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114045 members 
Mstep: Class 2 contains 83164 members 
Entering Unmasked Estep 
Score: -22567110.000000 Penalty: 3962.406250
	Iteration 67Q: 3 clusters Score -2.256711e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115015 members 
Mstep: Class 2 contains 82194 members 
Entering Unmasked Estep 
Score: -22567342.000000 Penalty: 3962.406250
	Iteration 68Q: 3 clusters Score -2.256734e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115932 members 
Mstep: Class 2 contains 81277 members 
Entering Unmasked Estep 
Score: -22567602.000000 Penalty: 3962.406250
	Iteration 69Q: 3 clusters Score -2.25676e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116766 members 
Mstep: Class 2 contains 80443 members 
Entering Unmasked Estep 
Score: -22567858.000000 Penalty: 3962.406250
	Iteration 70Q: 3 clusters Score -2.256786e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117647 members 
Mstep: Class 2 contains 79562 members 
Entering Unmasked Estep 
Score: -22568228.000000 Penalty: 3962.406250
	Iteration 71Q: 3 clusters Score -2.256823e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118685 members 
Mstep: Class 2 contains 78524 members 
Entering Unmasked Estep 
Score: -22568480.000000 Penalty: 3962.406250
	Iteration 72Q: 3 clusters Score -2.256848e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119949 members 
Mstep: Class 2 contains 77260 members 
Entering Unmasked Estep 
Score: -22568778.000000 Penalty: 3962.406250
	Iteration 73Q: 3 clusters Score -2.256878e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121342 members 
Mstep: Class 2 contains 75867 members 
Entering Unmasked Estep 
Score: -22569066.000000 Penalty: 3962.406250
	Iteration 74Q: 3 clusters Score -2.256907e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122937 members 
Mstep: Class 2 contains 74272 members 
Entering Unmasked Estep 
Score: -22569576.000000 Penalty: 3962.406250
	Iteration 75Q: 3 clusters Score -2.256958e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124727 members 
Mstep: Class 2 contains 72482 members 
Entering Unmasked Estep 
Score: -22570096.000000 Penalty: 3962.406250
	Iteration 76Q: 3 clusters Score -2.25701e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126685 members 
Mstep: Class 2 contains 70524 members 
Entering Unmasked Estep 
Score: -22570670.000000 Penalty: 3962.406250
	Iteration 77Q: 3 clusters Score -2.257067e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128795 members 
Mstep: Class 2 contains 68414 members 
Entering Unmasked Estep 
Score: -22571224.000000 Penalty: 3962.406250
	Iteration 78Q: 3 clusters Score -2.257122e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131227 members 
Mstep: Class 2 contains 65982 members 
Entering Unmasked Estep 
Score: -22571764.000000 Penalty: 3962.406250
	Iteration 79Q: 3 clusters Score -2.257176e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133758 members 
Mstep: Class 2 contains 63451 members 
Entering Unmasked Estep 
Score: -22572314.000000 Penalty: 3962.406250
	Iteration 80F: 3 clusters Score -2.257231e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136384 members 
Mstep: Class 2 contains 60825 members 
Entering Unmasked Estep 
Score: -22572736.000000 Penalty: 3962.406250
	Iteration 81Q: 3 clusters Score -2.257274e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139069 members 
Mstep: Class 2 contains 58140 members 
Entering Unmasked Estep 
Score: -22573244.000000 Penalty: 3962.406250
	Iteration 82Q: 3 clusters Score -2.257324e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141758 members 
Mstep: Class 2 contains 55451 members 
Entering Unmasked Estep 
Score: -22573816.000000 Penalty: 3962.406250
	Iteration 83Q: 3 clusters Score -2.257382e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144341 members 
Mstep: Class 2 contains 52868 members 
Entering Unmasked Estep 
Score: -22574416.000000 Penalty: 3962.406250
	Iteration 84Q: 3 clusters Score -2.257442e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146950 members 
Mstep: Class 2 contains 50259 members 
Entering Unmasked Estep 
Score: -22574868.000000 Penalty: 3962.406250
	Iteration 85Q: 3 clusters Score -2.257487e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149566 members 
Mstep: Class 2 contains 47643 members 
Entering Unmasked Estep 
Score: -22575318.000000 Penalty: 3962.406250
	Iteration 86Q: 3 clusters Score -2.257532e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152080 members 
Mstep: Class 2 contains 45129 members 
Entering Unmasked Estep 
Score: -22575700.000000 Penalty: 3962.406250
	Iteration 87Q: 3 clusters Score -2.25757e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154554 members 
Mstep: Class 2 contains 42655 members 
Entering Unmasked Estep 
Score: -22576102.000000 Penalty: 3962.406250
	Iteration 88Q: 3 clusters Score -2.25761e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156938 members 
Mstep: Class 2 contains 40271 members 
Entering Unmasked Estep 
Score: -22576468.000000 Penalty: 3962.406250
	Iteration 89Q: 3 clusters Score -2.257647e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159222 members 
Mstep: Class 2 contains 37987 members 
Entering Unmasked Estep 
Score: -22576888.000000 Penalty: 3962.406250
	Iteration 90Q: 3 clusters Score -2.257689e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161448 members 
Mstep: Class 2 contains 35761 members 
Entering Unmasked Estep 
Score: -22577274.000000 Penalty: 3962.406250
	Iteration 91Q: 3 clusters Score -2.257727e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163575 members 
Mstep: Class 2 contains 33634 members 
Entering Unmasked Estep 
Score: -22577402.000000 Penalty: 3962.406250
	Iteration 92Q: 3 clusters Score -2.25774e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165669 members 
Mstep: Class 2 contains 31540 members 
Entering Unmasked Estep 
Score: -22577444.000000 Penalty: 3962.406250
	Iteration 93Q: 3 clusters Score -2.257744e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167689 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -22577504.000000 Penalty: 3962.406250
	Iteration 94Q: 3 clusters Score -2.25775e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169685 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -22577386.000000 Penalty: 3962.406250
	Iteration 95Q: 3 clusters Score -2.257739e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171590 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -22577208.000000 Penalty: 3962.406250
	Iteration 96Q: 3 clusters Score -2.257721e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173406 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -22577106.000000 Penalty: 3962.406250
	Iteration 97Q: 3 clusters Score -2.257711e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175142 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -22576748.000000 Penalty: 3962.406250
	Iteration 98Q: 3 clusters Score -2.257675e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176849 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -22576550.000000 Penalty: 3962.406250
	Iteration 99Q: 3 clusters Score -2.257655e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178451 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -22576354.000000 Penalty: 3962.406250
	Iteration 100F: 3 clusters Score -2.257635e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180055 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -22576086.000000 Penalty: 3962.406250
	Iteration 101Q: 3 clusters Score -2.257609e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181570 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -22576050.000000 Penalty: 3962.406250
	Iteration 102Q: 3 clusters Score -2.257605e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182961 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -22576246.000000 Penalty: 3962.406250
	Iteration 103Q: 3 clusters Score -2.257625e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184312 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -22576114.000000 Penalty: 3962.406250
	Iteration 104Q: 3 clusters Score -2.257611e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185622 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -22576062.000000 Penalty: 3962.406250
	Iteration 105Q: 3 clusters Score -2.257606e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186829 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -22575974.000000 Penalty: 3962.406250
	Iteration 106Q: 3 clusters Score -2.257597e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187964 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -22575968.000000 Penalty: 3962.406250
	Iteration 107Q: 3 clusters Score -2.257597e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188991 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -22575700.000000 Penalty: 3962.406250
	Iteration 108Q: 3 clusters Score -2.25757e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189924 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -22575394.000000 Penalty: 3962.406250
	Iteration 109Q: 3 clusters Score -2.257539e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190754 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -22575152.000000 Penalty: 3962.406250
	Iteration 110Q: 3 clusters Score -2.257515e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191490 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -22574860.000000 Penalty: 3962.406250
	Iteration 111Q: 3 clusters Score -2.257486e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192102 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -22574626.000000 Penalty: 3962.406250
	Iteration 112Q: 3 clusters Score -2.257463e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192588 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -22574494.000000 Penalty: 3962.406250
	Iteration 113Q: 3 clusters Score -2.257449e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193012 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -22574422.000000 Penalty: 3962.406250
	Iteration 114Q: 3 clusters Score -2.257442e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193389 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -22574440.000000 Penalty: 3962.406250
	Iteration 115Q: 3 clusters Score -2.257444e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193681 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -22574430.000000 Penalty: 3962.406250
	Iteration 116Q: 3 clusters Score -2.257443e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193903 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -22574390.000000 Penalty: 3962.406250
	Iteration 117Q: 3 clusters Score -2.257439e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194084 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -22574336.000000 Penalty: 3962.406250
	Iteration 118Q: 3 clusters Score -2.257434e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194225 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -22574318.000000 Penalty: 3962.406250
	Iteration 119Q: 3 clusters Score -2.257432e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194350 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -22574328.000000 Penalty: 3962.406250
	Iteration 120F: 3 clusters Score -2.257433e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194463 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -22574358.000000 Penalty: 3962.406250
	Iteration 121Q: 3 clusters Score -2.257436e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194542 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -22574382.000000 Penalty: 3962.406250
	Iteration 122Q: 3 clusters Score -2.257438e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194603 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -22574334.000000 Penalty: 3962.406250
	Iteration 123Q: 3 clusters Score -2.257433e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194668 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -22574340.000000 Penalty: 3962.406250
	Iteration 124Q: 3 clusters Score -2.257434e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194723 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -22574346.000000 Penalty: 3962.406250
	Iteration 125Q: 3 clusters Score -2.257435e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194763 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -22574378.000000 Penalty: 3962.406250
	Iteration 126Q: 3 clusters Score -2.257438e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194796 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -22574356.000000 Penalty: 3962.406250
	Iteration 127Q: 3 clusters Score -2.257436e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194828 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -22574360.000000 Penalty: 3962.406250
	Iteration 128Q: 3 clusters Score -2.257436e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194857 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -22574378.000000 Penalty: 3962.406250
	Iteration 129Q: 3 clusters Score -2.257438e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194891 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -22574356.000000 Penalty: 3962.406250
	Iteration 130Q: 3 clusters Score -2.257436e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194909 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -22574350.000000 Penalty: 3962.406250
	Iteration 131Q: 3 clusters Score -2.257435e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194926 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -22574386.000000 Penalty: 3962.406250
	Iteration 132Q: 3 clusters Score -2.257439e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194939 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -22574402.000000 Penalty: 3962.406250
	Iteration 133Q: 3 clusters Score -2.25744e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194954 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -22574400.000000 Penalty: 3962.406250
	Iteration 134Q: 3 clusters Score -2.25744e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194963 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -22574392.000000 Penalty: 3962.406250
	Iteration 135Q: 3 clusters Score -2.257439e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194968 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -22574406.000000 Penalty: 3962.406250
	Iteration 136Q: 3 clusters Score -2.257441e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194986 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -22574402.000000 Penalty: 3962.406250
	Iteration 137Q: 3 clusters Score -2.25744e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194993 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -22574420.000000 Penalty: 3962.406250
	Iteration 138Q: 3 clusters Score -2.257442e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194994 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -22574418.000000 Penalty: 3962.406250
	Iteration 139Q: 3 clusters Score -2.257442e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194998 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -22574424.000000 Penalty: 3962.406250
	Iteration 140F: 3 clusters Score -2.257442e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195006 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -22574452.000000 Penalty: 3962.406250
	Iteration 141Q: 3 clusters Score -2.257445e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195014 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -22574430.000000 Penalty: 3962.406250
	Iteration 142Q: 3 clusters Score -2.257443e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195012 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -22574424.000000 Penalty: 3962.406250
	Iteration 143Q: 3 clusters Score -2.257442e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195011 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -22574426.000000 Penalty: 3962.406250
	Iteration 144Q: 3 clusters Score -2.257443e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195014 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -22574432.000000 Penalty: 3962.406250
	Iteration 145Q: 3 clusters Score -2.257443e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195015 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -22574446.000000 Penalty: 3962.406250
	Iteration 146Q: 3 clusters Score -2.257445e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195015 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -22574436.000000 Penalty: 3962.406250
	Iteration 147Q: 3 clusters Score -2.257444e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195016 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -22574432.000000 Penalty: 3962.406250
	Iteration 148Q: 3 clusters Score -2.257443e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195017 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -22574434.000000 Penalty: 3962.406250
	Iteration 149Q: 3 clusters Score -2.257443e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195016 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -22574430.000000 Penalty: 3962.406250
	Iteration 150Q: 3 clusters Score -2.257443e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195013 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -22574446.000000 Penalty: 3962.406250
	Iteration 151Q: 3 clusters Score -2.257445e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195013 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -22574446.000000 Penalty: 3962.406250
	Iteration 152F: 3 clusters Score -2.257445e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 86676 members 
Mstep: Class 2 contains 44824 members 
Mstep: Class 3 contains 8039 members 
Mstep: Class 4 contains 11317 members 
Mstep: Class 5 contains 113077 members 
Mstep: Class 6 contains 43778 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 86708 members 
Mstep: Class 9 contains 195013 members 
Mstep: Class 10 contains 47670 members 
Mstep: Class 11 contains 11256 members 
Mstep: Class 12 contains 9603 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 639 members 
Mstep: Class 15 contains 2196 members 
Mstep: Class 16 contains 19452 members 
Mstep: Class 17 contains 15851 members 
Mstep: Class 18 contains 12921 members 
Mstep: Class 19 contains 113127 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1463 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 75097 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 8709 members 
Mstep: Class 29 contains 80727 members 
Mstep: Class 30 contains 76929 members 
Mstep: Class 31 contains 6041 members 
Mstep: Class 32 contains 114476 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3829 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 28906 members 
Mstep: Class 37 contains 104247 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 3617 members 
Mstep: Class 41 contains 27783 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 81562 members 
Mstep: Class 44 contains 99294 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 15565 members 
Mstep: Class 50 contains 99795 members 
Mstep: Class 51 contains 63623 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
Score: -194731824.000000 Penalty: 119004.437500
Splitting cluster 9 changes total score from -194732288.000000 to -194731824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (47670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47670 members 
Entering Unmasked Estep 
Score: -5696476.000000 Penalty: 1750.459351
	Iteration 0F: 2 clusters Score -5696476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -5664609.500000 Penalty: 3500.918701
	Iteration 0F: 3 clusters Score -5664610 nChanged 22209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -5676587.000000 Penalty: 3500.918701
	Iteration 1F: 3 clusters Score -5676587 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -5676967.500000 Penalty: 3500.918701
	Iteration 2Q: 3 clusters Score -5676968 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -5677327.500000 Penalty: 3500.918701
	Iteration 3Q: 3 clusters Score -5677328 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -5677787.500000 Penalty: 3500.918701
	Iteration 4Q: 3 clusters Score -5677788 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -5678372.500000 Penalty: 3500.918701
	Iteration 5Q: 3 clusters Score -5678372 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30232 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -5679495.500000 Penalty: 3500.918701
	Iteration 6Q: 3 clusters Score -5679496 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -5681469.000000 Penalty: 3500.918701
	Iteration 7F: 3 clusters Score -5681469 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37205 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -5684641.500000 Penalty: 3500.918701
	Iteration 8F: 3 clusters Score -5684642 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41414 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -5688587.500000 Penalty: 3500.918701
	Iteration 9F: 3 clusters Score -5688588 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44823 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -5692126.500000 Penalty: 3500.918701
	Iteration 10F: 3 clusters Score -5692126 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46643 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -5693905.500000 Penalty: 3500.918701
	Iteration 11Q: 3 clusters Score -5693906 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47308 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -5694563.000000 Penalty: 3500.918701
	Iteration 12Q: 3 clusters Score -5694563 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47478 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -5694772.500000 Penalty: 3500.918701
	Iteration 13Q: 3 clusters Score -5694772 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47525 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -5694836.000000 Penalty: 3500.918701
	Iteration 14Q: 3 clusters Score -5694836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47535 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -5694871.500000 Penalty: 3500.918701
	Iteration 15Q: 3 clusters Score -5694872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47546 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -5694885.000000 Penalty: 3500.918701
	Iteration 16Q: 3 clusters Score -5694885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47555 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -5694898.000000 Penalty: 3500.918701
	Iteration 17Q: 3 clusters Score -5694898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47558 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -5694914.500000 Penalty: 3500.918701
	Iteration 18Q: 3 clusters Score -5694914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47560 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -5694920.500000 Penalty: 3500.918701
	Iteration 19Q: 3 clusters Score -5694920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47561 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -5694921.500000 Penalty: 3500.918701
	Iteration 20F: 3 clusters Score -5694922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Entering Unmasked Estep 
Score: -1229971.500000 Penalty: 1515.906616
	Iteration 0F: 2 clusters Score -1229972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1221944.250000 Penalty: 3031.813232
	Iteration 0F: 3 clusters Score -1221944 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1224596.875000 Penalty: 3031.813232
	Iteration 1F: 3 clusters Score -1224597 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1224795.625000 Penalty: 3031.813232
	Iteration 2F: 3 clusters Score -1224796 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1224931.625000 Penalty: 3031.813232
	Iteration 3Q: 3 clusters Score -1224932 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1225025.000000 Penalty: 3031.813232
	Iteration 4Q: 3 clusters Score -1225025 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1225103.500000 Penalty: 3031.813232
	Iteration 5Q: 3 clusters Score -1225104 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1225174.500000 Penalty: 3031.813232
	Iteration 6Q: 3 clusters Score -1225174 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1225243.125000 Penalty: 3031.813232
	Iteration 7Q: 3 clusters Score -1225243 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1225317.750000 Penalty: 3031.813232
	Iteration 8Q: 3 clusters Score -1225318 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1225405.500000 Penalty: 3031.813232
	Iteration 9Q: 3 clusters Score -1225406 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1225516.750000 Penalty: 3031.813232
	Iteration 10Q: 3 clusters Score -1225517 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1225668.875000 Penalty: 3031.813232
	Iteration 11Q: 3 clusters Score -1225669 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1225870.375000 Penalty: 3031.813232
	Iteration 12Q: 3 clusters Score -1225870 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1226142.125000 Penalty: 3031.813232
	Iteration 13Q: 3 clusters Score -1226142 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1226538.375000 Penalty: 3031.813232
	Iteration 14Q: 3 clusters Score -1226538 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1227012.125000 Penalty: 3031.813232
	Iteration 15F: 3 clusters Score -1227012 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1227494.250000 Penalty: 3031.813232
	Iteration 16F: 3 clusters Score -1227494 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1227904.000000 Penalty: 3031.813232
	Iteration 17Q: 3 clusters Score -1227904 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1228176.500000 Penalty: 3031.813232
	Iteration 18Q: 3 clusters Score -1228176 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1228347.875000 Penalty: 3031.813232
	Iteration 19Q: 3 clusters Score -1228348 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1228449.375000 Penalty: 3031.813232
	Iteration 20F: 3 clusters Score -1228449 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1228515.375000 Penalty: 3031.813232
	Iteration 21Q: 3 clusters Score -1228515 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1228553.125000 Penalty: 3031.813232
	Iteration 22Q: 3 clusters Score -1228553 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1228593.250000 Penalty: 3031.813232
	Iteration 23Q: 3 clusters Score -1228593 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1228601.250000 Penalty: 3031.813232
	Iteration 24Q: 3 clusters Score -1228601 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1228616.375000 Penalty: 3031.813232
	Iteration 25Q: 3 clusters Score -1228616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1228625.875000 Penalty: 3031.813232
	Iteration 26Q: 3 clusters Score -1228626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1228634.000000 Penalty: 3031.813232
	Iteration 27Q: 3 clusters Score -1228634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1228636.375000 Penalty: 3031.813232
	Iteration 28Q: 3 clusters Score -1228636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1228640.125000 Penalty: 3031.813232
	Iteration 29Q: 3 clusters Score -1228640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1228649.875000 Penalty: 3031.813232
	Iteration 30Q: 3 clusters Score -1228650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1228657.250000 Penalty: 3031.813232
	Iteration 31Q: 3 clusters Score -1228657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1228661.250000 Penalty: 3031.813232
	Iteration 32Q: 3 clusters Score -1228661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1228666.875000 Penalty: 3031.813232
	Iteration 33Q: 3 clusters Score -1228667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1228665.875000 Penalty: 3031.813232
	Iteration 34Q: 3 clusters Score -1228666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1228665.375000 Penalty: 3031.813232
	Iteration 35Q: 3 clusters Score -1228665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1228666.625000 Penalty: 3031.813232
	Iteration 36Q: 3 clusters Score -1228667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1228666.625000 Penalty: 3031.813232
	Iteration 37F: 3 clusters Score -1228667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Entering Unmasked Estep 
Score: -1115400.500000 Penalty: 1490.097534
	Iteration 0F: 2 clusters Score -1115400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1108439.625000 Penalty: 2980.195068
	Iteration 0F: 3 clusters Score -1108440 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1110787.500000 Penalty: 2980.195068
	Iteration 1F: 3 clusters Score -1110788 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1111135.250000 Penalty: 2980.195068
	Iteration 2F: 3 clusters Score -1111135 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1111485.750000 Penalty: 2980.195068
	Iteration 3F: 3 clusters Score -1111486 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1111820.250000 Penalty: 2980.195068
	Iteration 4F: 3 clusters Score -1111820 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1112167.250000 Penalty: 2980.195068
	Iteration 5F: 3 clusters Score -1112167 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1112490.375000 Penalty: 2980.195068
	Iteration 6F: 3 clusters Score -1112490 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1112793.125000 Penalty: 2980.195068
	Iteration 7Q: 3 clusters Score -1112793 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1113038.500000 Penalty: 2980.195068
	Iteration 8Q: 3 clusters Score -1113038 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1113239.375000 Penalty: 2980.195068
	Iteration 9Q: 3 clusters Score -1113239 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1113403.375000 Penalty: 2980.195068
	Iteration 10Q: 3 clusters Score -1113403 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1113522.125000 Penalty: 2980.195068
	Iteration 11Q: 3 clusters Score -1113522 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1113608.875000 Penalty: 2980.195068
	Iteration 12Q: 3 clusters Score -1113609 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1113671.000000 Penalty: 2980.195068
	Iteration 13Q: 3 clusters Score -1113671 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1113732.250000 Penalty: 2980.195068
	Iteration 14Q: 3 clusters Score -1113732 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1113778.625000 Penalty: 2980.195068
	Iteration 15Q: 3 clusters Score -1113779 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1113812.125000 Penalty: 2980.195068
	Iteration 16Q: 3 clusters Score -1113812 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1113836.875000 Penalty: 2980.195068
	Iteration 17Q: 3 clusters Score -1113837 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1113864.000000 Penalty: 2980.195068
	Iteration 18Q: 3 clusters Score -1113864 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1113889.000000 Penalty: 2980.195068
	Iteration 19Q: 3 clusters Score -1113889 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1113913.250000 Penalty: 2980.195068
	Iteration 20F: 3 clusters Score -1113913 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1113934.750000 Penalty: 2980.195068
	Iteration 21Q: 3 clusters Score -1113935 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1113951.000000 Penalty: 2980.195068
	Iteration 22Q: 3 clusters Score -1113951 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1113961.375000 Penalty: 2980.195068
	Iteration 23Q: 3 clusters Score -1113961 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1113974.625000 Penalty: 2980.195068
	Iteration 24Q: 3 clusters Score -1113975 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1113982.500000 Penalty: 2980.195068
	Iteration 25Q: 3 clusters Score -1113982 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1113987.250000 Penalty: 2980.195068
	Iteration 26Q: 3 clusters Score -1113987 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1113996.500000 Penalty: 2980.195068
	Iteration 27Q: 3 clusters Score -1113996 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1114005.625000 Penalty: 2980.195068
	Iteration 28Q: 3 clusters Score -1114006 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1114015.750000 Penalty: 2980.195068
	Iteration 29Q: 3 clusters Score -1114016 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1114021.625000 Penalty: 2980.195068
	Iteration 30Q: 3 clusters Score -1114022 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1114031.750000 Penalty: 2980.195068
	Iteration 31Q: 3 clusters Score -1114032 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1114040.125000 Penalty: 2980.195068
	Iteration 32Q: 3 clusters Score -1114040 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1114044.875000 Penalty: 2980.195068
	Iteration 33Q: 3 clusters Score -1114045 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1114055.750000 Penalty: 2980.195068
	Iteration 34Q: 3 clusters Score -1114056 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1114063.375000 Penalty: 2980.195068
	Iteration 35Q: 3 clusters Score -1114063 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1114071.750000 Penalty: 2980.195068
	Iteration 36Q: 3 clusters Score -1114072 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1114084.875000 Penalty: 2980.195068
	Iteration 37Q: 3 clusters Score -1114085 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1114094.000000 Penalty: 2980.195068
	Iteration 38Q: 3 clusters Score -1114094 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1114102.875000 Penalty: 2980.195068
	Iteration 39Q: 3 clusters Score -1114103 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1114107.375000 Penalty: 2980.195068
	Iteration 40F: 3 clusters Score -1114107 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1114112.000000 Penalty: 2980.195068
	Iteration 41Q: 3 clusters Score -1114112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1114116.000000 Penalty: 2980.195068
	Iteration 42Q: 3 clusters Score -1114116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1114117.875000 Penalty: 2980.195068
	Iteration 43Q: 3 clusters Score -1114118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1114120.375000 Penalty: 2980.195068
	Iteration 44Q: 3 clusters Score -1114120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1114122.000000 Penalty: 2980.195068
	Iteration 45Q: 3 clusters Score -1114122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1114124.625000 Penalty: 2980.195068
	Iteration 46Q: 3 clusters Score -1114125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1114128.750000 Penalty: 2980.195068
	Iteration 47Q: 3 clusters Score -1114129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1114128.125000 Penalty: 2980.195068
	Iteration 48Q: 3 clusters Score -1114128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1114128.000000 Penalty: 2980.195068
	Iteration 49Q: 3 clusters Score -1114128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1114129.875000 Penalty: 2980.195068
	Iteration 50Q: 3 clusters Score -1114130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1114129.875000 Penalty: 2980.195068
	Iteration 51F: 3 clusters Score -1114130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -7299.567383 Penalty: 844.755737
	Iteration 0F: 2 clusters Score -7299.567 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 90 members 
Entering Unmasked Estep 
Score: -6654.556152 Penalty: 1689.511475
	Iteration 0F: 3 clusters Score -6654.556 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -6757.283203 Penalty: 1689.511475
	Iteration 1F: 3 clusters Score -6757.283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -6773.946289 Penalty: 1689.511475
	Iteration 2Q: 3 clusters Score -6773.946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -6787.996582 Penalty: 1689.511475
	Iteration 3Q: 3 clusters Score -6787.997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -6789.562988 Penalty: 1689.511475
	Iteration 4Q: 3 clusters Score -6789.563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -6790.457520 Penalty: 1689.511475
	Iteration 5Q: 3 clusters Score -6790.458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -6792.358887 Penalty: 1689.511475
	Iteration 6Q: 3 clusters Score -6792.359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -6803.435059 Penalty: 1689.511475
	Iteration 7Q: 3 clusters Score -6803.435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -6803.435059 Penalty: 1689.511475
	Iteration 8F: 3 clusters Score -6803.435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Entering Unmasked Estep 
Score: -67497.664062 Penalty: 1049.734497
	Iteration 0F: 2 clusters Score -67497.66 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 307 members 
Entering Unmasked Estep 
Score: -66331.406250 Penalty: 2099.468994
	Iteration 0F: 3 clusters Score -66331.41 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -66507.851562 Penalty: 2099.468994
	Iteration 1F: 3 clusters Score -66507.85 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -66561.835938 Penalty: 2099.468994
	Iteration 2F: 3 clusters Score -66561.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -66585.320312 Penalty: 2099.468994
	Iteration 3Q: 3 clusters Score -66585.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -66601.523438 Penalty: 2099.468994
	Iteration 4Q: 3 clusters Score -66601.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -66626.867188 Penalty: 2099.468994
	Iteration 5Q: 3 clusters Score -66626.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -66634.523438 Penalty: 2099.468994
	Iteration 6Q: 3 clusters Score -66634.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -66637.851562 Penalty: 2099.468994
	Iteration 7Q: 3 clusters Score -66637.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -66640.578125 Penalty: 2099.468994
	Iteration 8Q: 3 clusters Score -66640.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -66642.062500 Penalty: 2099.468994
	Iteration 9Q: 3 clusters Score -66642.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -66644.453125 Penalty: 2099.468994
	Iteration 10Q: 3 clusters Score -66644.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -66651.703125 Penalty: 2099.468994
	Iteration 11Q: 3 clusters Score -66651.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -66654.414062 Penalty: 2099.468994
	Iteration 12Q: 3 clusters Score -66654.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -66656.570312 Penalty: 2099.468994
	Iteration 13Q: 3 clusters Score -66656.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -66658.882812 Penalty: 2099.468994
	Iteration 14Q: 3 clusters Score -66658.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -66660.421875 Penalty: 2099.468994
	Iteration 15Q: 3 clusters Score -66660.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -66661.960938 Penalty: 2099.468994
	Iteration 16Q: 3 clusters Score -66661.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -66664.445312 Penalty: 2099.468994
	Iteration 17Q: 3 clusters Score -66664.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -66664.820312 Penalty: 2099.468994
	Iteration 18Q: 3 clusters Score -66664.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -66664.820312 Penalty: 2099.468994
	Iteration 19F: 3 clusters Score -66664.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Entering Unmasked Estep 
Score: -2362997.750000 Penalty: 1604.802002
	Iteration 0F: 2 clusters Score -2362998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -2349707.500000 Penalty: 3209.604004
	Iteration 0F: 3 clusters Score -2349708 nChanged 8780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -2354369.500000 Penalty: 3209.604004
	Iteration 1F: 3 clusters Score -2354370 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -2354668.500000 Penalty: 3209.604004
	Iteration 2Q: 3 clusters Score -2354668 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -2354923.750000 Penalty: 3209.604004
	Iteration 3Q: 3 clusters Score -2354924 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -2355152.500000 Penalty: 3209.604004
	Iteration 4Q: 3 clusters Score -2355152 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -2355333.000000 Penalty: 3209.604004
	Iteration 5Q: 3 clusters Score -2355333 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -2355489.500000 Penalty: 3209.604004
	Iteration 6Q: 3 clusters Score -2355490 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -2355616.250000 Penalty: 3209.604004
	Iteration 7Q: 3 clusters Score -2355616 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -2355754.000000 Penalty: 3209.604004
	Iteration 8Q: 3 clusters Score -2355754 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -2355877.250000 Penalty: 3209.604004
	Iteration 9Q: 3 clusters Score -2355877 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -2356031.500000 Penalty: 3209.604004
	Iteration 10Q: 3 clusters Score -2356032 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -2356219.750000 Penalty: 3209.604004
	Iteration 11Q: 3 clusters Score -2356220 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -2356449.500000 Penalty: 3209.604004
	Iteration 12Q: 3 clusters Score -2356450 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -2356777.250000 Penalty: 3209.604004
	Iteration 13Q: 3 clusters Score -2356777 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -2357236.000000 Penalty: 3209.604004
	Iteration 14Q: 3 clusters Score -2357236 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -2357816.500000 Penalty: 3209.604004
	Iteration 15Q: 3 clusters Score -2357816 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -2358280.000000 Penalty: 3209.604004
	Iteration 16Q: 3 clusters Score -2358280 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -2358531.500000 Penalty: 3209.604004
	Iteration 17Q: 3 clusters Score -2358532 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -2358659.250000 Penalty: 3209.604004
	Iteration 18Q: 3 clusters Score -2358659 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -2358735.000000 Penalty: 3209.604004
	Iteration 19Q: 3 clusters Score -2358735 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -2358798.000000 Penalty: 3209.604004
	Iteration 20F: 3 clusters Score -2358798 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -2358858.750000 Penalty: 3209.604004
	Iteration 21Q: 3 clusters Score -2358859 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -2358917.000000 Penalty: 3209.604004
	Iteration 22Q: 3 clusters Score -2358917 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -2358981.500000 Penalty: 3209.604004
	Iteration 23Q: 3 clusters Score -2358982 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -2359044.500000 Penalty: 3209.604004
	Iteration 24Q: 3 clusters Score -2359044 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -2359114.500000 Penalty: 3209.604004
	Iteration 25Q: 3 clusters Score -2359114 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -2359188.250000 Penalty: 3209.604004
	Iteration 26Q: 3 clusters Score -2359188 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -2359256.750000 Penalty: 3209.604004
	Iteration 27Q: 3 clusters Score -2359257 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -2359319.250000 Penalty: 3209.604004
	Iteration 28Q: 3 clusters Score -2359319 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -2359395.500000 Penalty: 3209.604004
	Iteration 29Q: 3 clusters Score -2359396 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -2359480.500000 Penalty: 3209.604004
	Iteration 30Q: 3 clusters Score -2359480 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -2359557.250000 Penalty: 3209.604004
	Iteration 31Q: 3 clusters Score -2359557 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -2359650.500000 Penalty: 3209.604004
	Iteration 32Q: 3 clusters Score -2359650 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -2359757.250000 Penalty: 3209.604004
	Iteration 33Q: 3 clusters Score -2359757 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -2359850.500000 Penalty: 3209.604004
	Iteration 34Q: 3 clusters Score -2359850 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -2359958.000000 Penalty: 3209.604004
	Iteration 35Q: 3 clusters Score -2359958 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -2360062.500000 Penalty: 3209.604004
	Iteration 36Q: 3 clusters Score -2360062 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -2360169.250000 Penalty: 3209.604004
	Iteration 37Q: 3 clusters Score -2360169 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -2360277.250000 Penalty: 3209.604004
	Iteration 38Q: 3 clusters Score -2360277 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -2360403.000000 Penalty: 3209.604004
	Iteration 39Q: 3 clusters Score -2360403 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -2360540.250000 Penalty: 3209.604004
	Iteration 40F: 3 clusters Score -2360540 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -2360672.500000 Penalty: 3209.604004
	Iteration 41Q: 3 clusters Score -2360672 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -2360808.250000 Penalty: 3209.604004
	Iteration 42Q: 3 clusters Score -2360808 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -2360910.250000 Penalty: 3209.604004
	Iteration 43Q: 3 clusters Score -2360910 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -2361005.000000 Penalty: 3209.604004
	Iteration 44Q: 3 clusters Score -2361005 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -2361090.750000 Penalty: 3209.604004
	Iteration 45Q: 3 clusters Score -2361091 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -2361169.750000 Penalty: 3209.604004
	Iteration 46Q: 3 clusters Score -2361170 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -2361242.750000 Penalty: 3209.604004
	Iteration 47Q: 3 clusters Score -2361243 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -2361318.000000 Penalty: 3209.604004
	Iteration 48Q: 3 clusters Score -2361318 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -2361386.500000 Penalty: 3209.604004
	Iteration 49Q: 3 clusters Score -2361386 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -2361445.000000 Penalty: 3209.604004
	Iteration 50Q: 3 clusters Score -2361445 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -2361494.500000 Penalty: 3209.604004
	Iteration 51Q: 3 clusters Score -2361494 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -2361537.250000 Penalty: 3209.604004
	Iteration 52Q: 3 clusters Score -2361537 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -2361572.500000 Penalty: 3209.604004
	Iteration 53Q: 3 clusters Score -2361572 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -2361603.000000 Penalty: 3209.604004
	Iteration 54Q: 3 clusters Score -2361603 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -2361635.500000 Penalty: 3209.604004
	Iteration 55Q: 3 clusters Score -2361636 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -2361671.500000 Penalty: 3209.604004
	Iteration 56Q: 3 clusters Score -2361672 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -2361679.500000 Penalty: 3209.604004
	Iteration 57Q: 3 clusters Score -2361680 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -2361691.750000 Penalty: 3209.604004
	Iteration 58Q: 3 clusters Score -2361692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -2361700.750000 Penalty: 3209.604004
	Iteration 59Q: 3 clusters Score -2361701 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -2361710.000000 Penalty: 3209.604004
	Iteration 60F: 3 clusters Score -2361710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -2361715.750000 Penalty: 3209.604004
	Iteration 61Q: 3 clusters Score -2361716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -2361714.500000 Penalty: 3209.604004
	Iteration 62Q: 3 clusters Score -2361714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -2361715.000000 Penalty: 3209.604004
	Iteration 63Q: 3 clusters Score -2361715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -2361720.750000 Penalty: 3209.604004
	Iteration 64Q: 3 clusters Score -2361721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -2361722.250000 Penalty: 3209.604004
	Iteration 65Q: 3 clusters Score -2361722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -2361720.750000 Penalty: 3209.604004
	Iteration 66Q: 3 clusters Score -2361721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -2361721.500000 Penalty: 3209.604004
	Iteration 67Q: 3 clusters Score -2361722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -2361721.250000 Penalty: 3209.604004
	Iteration 68Q: 3 clusters Score -2361721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -2361721.250000 Penalty: 3209.604004
	Iteration 69F: 3 clusters Score -2361721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Entering Unmasked Estep 
Score: -1896859.500000 Penalty: 1571.535522
	Iteration 0F: 2 clusters Score -1896860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1885903.125000 Penalty: 3143.071045
	Iteration 0F: 3 clusters Score -1885903 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1889691.875000 Penalty: 3143.071045
	Iteration 1F: 3 clusters Score -1889692 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1889951.000000 Penalty: 3143.071045
	Iteration 2F: 3 clusters Score -1889951 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1890170.375000 Penalty: 3143.071045
	Iteration 3Q: 3 clusters Score -1890170 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1890396.250000 Penalty: 3143.071045
	Iteration 4Q: 3 clusters Score -1890396 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1890664.625000 Penalty: 3143.071045
	Iteration 5Q: 3 clusters Score -1890665 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1890972.625000 Penalty: 3143.071045
	Iteration 6Q: 3 clusters Score -1890973 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1891401.500000 Penalty: 3143.071045
	Iteration 7Q: 3 clusters Score -1891402 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1891951.875000 Penalty: 3143.071045
	Iteration 8F: 3 clusters Score -1891952 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1892564.125000 Penalty: 3143.071045
	Iteration 9F: 3 clusters Score -1892564 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -1893282.125000 Penalty: 3143.071045
	Iteration 10F: 3 clusters Score -1893282 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -1893952.625000 Penalty: 3143.071045
	Iteration 11F: 3 clusters Score -1893953 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -1894503.625000 Penalty: 3143.071045
	Iteration 12Q: 3 clusters Score -1894504 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -1894867.375000 Penalty: 3143.071045
	Iteration 13Q: 3 clusters Score -1894867 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -1895110.750000 Penalty: 3143.071045
	Iteration 14Q: 3 clusters Score -1895111 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -1895245.000000 Penalty: 3143.071045
	Iteration 15Q: 3 clusters Score -1895245 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -1895357.500000 Penalty: 3143.071045
	Iteration 16Q: 3 clusters Score -1895358 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -1895412.125000 Penalty: 3143.071045
	Iteration 17Q: 3 clusters Score -1895412 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -1895451.125000 Penalty: 3143.071045
	Iteration 18Q: 3 clusters Score -1895451 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -1895467.250000 Penalty: 3143.071045
	Iteration 19Q: 3 clusters Score -1895467 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -1895487.750000 Penalty: 3143.071045
	Iteration 20F: 3 clusters Score -1895488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -1895498.625000 Penalty: 3143.071045
	Iteration 21Q: 3 clusters Score -1895499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -1895505.500000 Penalty: 3143.071045
	Iteration 22Q: 3 clusters Score -1895506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -1895510.250000 Penalty: 3143.071045
	Iteration 23Q: 3 clusters Score -1895510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -1895518.375000 Penalty: 3143.071045
	Iteration 24Q: 3 clusters Score -1895518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -1895518.125000 Penalty: 3143.071045
	Iteration 25Q: 3 clusters Score -1895518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -1895518.000000 Penalty: 3143.071045
	Iteration 26Q: 3 clusters Score -1895518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -1895521.375000 Penalty: 3143.071045
	Iteration 27Q: 3 clusters Score -1895521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -1895525.000000 Penalty: 3143.071045
	Iteration 28Q: 3 clusters Score -1895525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -1895525.875000 Penalty: 3143.071045
	Iteration 29Q: 3 clusters Score -1895526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -1895525.875000 Penalty: 3143.071045
	Iteration 30F: 3 clusters Score -1895526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -1464226.500000 Penalty: 1538.323975
	Iteration 0F: 2 clusters Score -1464226 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 6466 members 
Entering Unmasked Estep 
Score: -1455193.000000 Penalty: 3076.647949
	Iteration 0F: 3 clusters Score -1455193 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1458285.625000 Penalty: 3076.647949
	Iteration 1F: 3 clusters Score -1458286 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1458593.625000 Penalty: 3076.647949
	Iteration 2F: 3 clusters Score -1458594 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1458871.375000 Penalty: 3076.647949
	Iteration 3F: 3 clusters Score -1458871 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1459129.250000 Penalty: 3076.647949
	Iteration 4Q: 3 clusters Score -1459129 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1459400.000000 Penalty: 3076.647949
	Iteration 5Q: 3 clusters Score -1459400 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1459707.875000 Penalty: 3076.647949
	Iteration 6Q: 3 clusters Score -1459708 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1460099.250000 Penalty: 3076.647949
	Iteration 7F: 3 clusters Score -1460099 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1460489.625000 Penalty: 3076.647949
	Iteration 8F: 3 clusters Score -1460490 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1460921.125000 Penalty: 3076.647949
	Iteration 9Q: 3 clusters Score -1460921 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1461398.375000 Penalty: 3076.647949
	Iteration 10Q: 3 clusters Score -1461398 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1461872.125000 Penalty: 3076.647949
	Iteration 11Q: 3 clusters Score -1461872 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1462262.125000 Penalty: 3076.647949
	Iteration 12Q: 3 clusters Score -1462262 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1462523.500000 Penalty: 3076.647949
	Iteration 13Q: 3 clusters Score -1462524 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1462649.875000 Penalty: 3076.647949
	Iteration 14Q: 3 clusters Score -1462650 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1462716.250000 Penalty: 3076.647949
	Iteration 15Q: 3 clusters Score -1462716 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1462761.000000 Penalty: 3076.647949
	Iteration 16Q: 3 clusters Score -1462761 nChanged 93
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: -1462793.750000 Penalty: 3076.647949
	Iteration 17Q: 3 clusters Score -1462794 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1462828.000000 Penalty: 3076.647949
	Iteration 18Q: 3 clusters Score -1462828 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1462850.875000 Penalty: 3076.647949
	Iteration 19Q: 3 clusters Score -1462851 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1462869.750000 Penalty: 3076.647949
	Iteration 20F: 3 clusters Score -1462870 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1462878.250000 Penalty: 3076.647949
	Iteration 21Q: 3 clusters Score -1462878 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1462889.750000 Penalty: 3076.647949
	Iteration 22Q: 3 clusters Score -1462890 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1462887.625000 Penalty: 3076.647949
	Iteration 23Q: 3 clusters Score -1462888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1462887.750000 Penalty: 3076.647949
	Iteration 24Q: 3 clusters Score -1462888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1462891.625000 Penalty: 3076.647949
	Iteration 25Q: 3 clusters Score -1462892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1462894.375000 Penalty: 3076.647949
	Iteration 26Q: 3 clusters Score -1462894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1462898.500000 Penalty: 3076.647949
	Iteration 27Q: 3 clusters Score -1462898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1462896.250000 Penalty: 3076.647949
	Iteration 28Q: 3 clusters Score -1462896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1462899.875000 Penalty: 3076.647949
	Iteration 29Q: 3 clusters Score -1462900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1462900.250000 Penalty: 3076.647949
	Iteration 30Q: 3 clusters Score -1462900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1462899.625000 Penalty: 3076.647949
	Iteration 31Q: 3 clusters Score -1462900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1462900.500000 Penalty: 3076.647949
	Iteration 32Q: 3 clusters Score -1462900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1462904.750000 Penalty: 3076.647949
	Iteration 33Q: 3 clusters Score -1462905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1462904.125000 Penalty: 3076.647949
	Iteration 34Q: 3 clusters Score -1462904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1462907.875000 Penalty: 3076.647949
	Iteration 35Q: 3 clusters Score -1462908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1462906.125000 Penalty: 3076.647949
	Iteration 36Q: 3 clusters Score -1462906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1462913.625000 Penalty: 3076.647949
	Iteration 37Q: 3 clusters Score -1462914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1462916.875000 Penalty: 3076.647949
	Iteration 38Q: 3 clusters Score -1462917 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1462922.125000 Penalty: 3076.647949
	Iteration 39Q: 3 clusters Score -1462922 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1462923.875000 Penalty: 3076.647949
	Iteration 40F: 3 clusters Score -1462924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1462926.875000 Penalty: 3076.647949
	Iteration 41Q: 3 clusters Score -1462927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1462927.750000 Penalty: 3076.647949
	Iteration 42Q: 3 clusters Score -1462928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1462931.250000 Penalty: 3076.647949
	Iteration 43Q: 3 clusters Score -1462931 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1462933.375000 Penalty: 3076.647949
	Iteration 44Q: 3 clusters Score -1462933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1462931.750000 Penalty: 3076.647949
	Iteration 45Q: 3 clusters Score -1462932 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1462937.250000 Penalty: 3076.647949
	Iteration 46Q: 3 clusters Score -1462937 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1462942.375000 Penalty: 3076.647949
	Iteration 47Q: 3 clusters Score -1462942 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1462948.375000 Penalty: 3076.647949
	Iteration 48Q: 3 clusters Score -1462948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1462953.125000 Penalty: 3076.647949
	Iteration 49Q: 3 clusters Score -1462953 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1462952.625000 Penalty: 3076.647949
	Iteration 50Q: 3 clusters Score -1462953 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1462957.875000 Penalty: 3076.647949
	Iteration 51Q: 3 clusters Score -1462958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1462958.250000 Penalty: 3076.647949
	Iteration 52Q: 3 clusters Score -1462958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1462957.750000 Penalty: 3076.647949
	Iteration 53Q: 3 clusters Score -1462958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1462957.500000 Penalty: 3076.647949
	Iteration 54Q: 3 clusters Score -1462958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1462959.875000 Penalty: 3076.647949
	Iteration 55Q: 3 clusters Score -1462960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1462960.500000 Penalty: 3076.647949
	Iteration 56Q: 3 clusters Score -1462960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1462960.125000 Penalty: 3076.647949
	Iteration 57Q: 3 clusters Score -1462960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1462961.375000 Penalty: 3076.647949
	Iteration 58Q: 3 clusters Score -1462961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1462961.875000 Penalty: 3076.647949
	Iteration 59Q: 3 clusters Score -1462962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1462960.500000 Penalty: 3076.647949
	Iteration 60F: 3 clusters Score -1462960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1462962.750000 Penalty: 3076.647949
	Iteration 61Q: 3 clusters Score -1462963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1462960.875000 Penalty: 3076.647949
	Iteration 62Q: 3 clusters Score -1462961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1462961.625000 Penalty: 3076.647949
	Iteration 63Q: 3 clusters Score -1462962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1462964.875000 Penalty: 3076.647949
	Iteration 64Q: 3 clusters Score -1462965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1462966.250000 Penalty: 3076.647949
	Iteration 65Q: 3 clusters Score -1462966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1462966.000000 Penalty: 3076.647949
	Iteration 66Q: 3 clusters Score -1462966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1462967.625000 Penalty: 3076.647949
	Iteration 67Q: 3 clusters Score -1462968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1462966.500000 Penalty: 3076.647949
	Iteration 68Q: 3 clusters Score -1462966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1462966.750000 Penalty: 3076.647949
	Iteration 69Q: 3 clusters Score -1462967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1462965.375000 Penalty: 3076.647949
	Iteration 70Q: 3 clusters Score -1462965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1462967.000000 Penalty: 3076.647949
	Iteration 71Q: 3 clusters Score -1462967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1462968.375000 Penalty: 3076.647949
	Iteration 72Q: 3 clusters Score -1462968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1462967.750000 Penalty: 3076.647949
	Iteration 73Q: 3 clusters Score -1462968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1462969.500000 Penalty: 3076.647949
	Iteration 74Q: 3 clusters Score -1462970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1462967.875000 Penalty: 3076.647949
	Iteration 75Q: 3 clusters Score -1462968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1462967.875000 Penalty: 3076.647949
	Iteration 76Q: 3 clusters Score -1462968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1462975.125000 Penalty: 3076.647949
	Iteration 77Q: 3 clusters Score -1462975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1462972.500000 Penalty: 3076.647949
	Iteration 78Q: 3 clusters Score -1462972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1462977.250000 Penalty: 3076.647949
	Iteration 79Q: 3 clusters Score -1462977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1462976.375000 Penalty: 3076.647949
	Iteration 80F: 3 clusters Score -1462976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1462978.000000 Penalty: 3076.647949
	Iteration 81Q: 3 clusters Score -1462978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1462978.375000 Penalty: 3076.647949
	Iteration 82Q: 3 clusters Score -1462978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1462977.625000 Penalty: 3076.647949
	Iteration 83Q: 3 clusters Score -1462978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1462979.875000 Penalty: 3076.647949
	Iteration 84Q: 3 clusters Score -1462980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1462980.625000 Penalty: 3076.647949
	Iteration 85Q: 3 clusters Score -1462981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -1462979.125000 Penalty: 3076.647949
	Iteration 86Q: 3 clusters Score -1462979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1462981.625000 Penalty: 3076.647949
	Iteration 87Q: 3 clusters Score -1462982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1462979.375000 Penalty: 3076.647949
	Iteration 88Q: 3 clusters Score -1462979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1462980.875000 Penalty: 3076.647949
	Iteration 89Q: 3 clusters Score -1462981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1462981.125000 Penalty: 3076.647949
	Iteration 90Q: 3 clusters Score -1462981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1462983.000000 Penalty: 3076.647949
	Iteration 91Q: 3 clusters Score -1462983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1462981.625000 Penalty: 3076.647949
	Iteration 92Q: 3 clusters Score -1462982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1462982.625000 Penalty: 3076.647949
	Iteration 93Q: 3 clusters Score -1462983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1462985.875000 Penalty: 3076.647949
	Iteration 94Q: 3 clusters Score -1462986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1462984.250000 Penalty: 3076.647949
	Iteration 95Q: 3 clusters Score -1462984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1462986.500000 Penalty: 3076.647949
	Iteration 96Q: 3 clusters Score -1462986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1462988.250000 Penalty: 3076.647949
	Iteration 97Q: 3 clusters Score -1462988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1462988.625000 Penalty: 3076.647949
	Iteration 98Q: 3 clusters Score -1462989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1462988.625000 Penalty: 3076.647949
	Iteration 99F: 3 clusters Score -1462989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (113127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113127 members 
Entering Unmasked Estep 
Score: -13379495.000000 Penalty: 1890.893311
	Iteration 0F: 2 clusters Score -1.33795e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56535 members 
Mstep: Class 2 contains 56592 members 
Entering Unmasked Estep 
Score: -13309940.000000 Penalty: 3781.786621
	Iteration 0F: 3 clusters Score -1.330994e+07 nChanged 54228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55381 members 
Mstep: Class 2 contains 57746 members 
Entering Unmasked Estep 
Score: -13341354.000000 Penalty: 3781.786621
	Iteration 1F: 3 clusters Score -1.334135e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54795 members 
Mstep: Class 2 contains 58332 members 
Entering Unmasked Estep 
Score: -13342162.000000 Penalty: 3781.786621
	Iteration 2Q: 3 clusters Score -1.334216e+07 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53921 members 
Mstep: Class 2 contains 59206 members 
Entering Unmasked Estep 
Score: -13343186.000000 Penalty: 3781.786621
	Iteration 3Q: 3 clusters Score -1.334319e+07 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52693 members 
Mstep: Class 2 contains 60434 members 
Entering Unmasked Estep 
Score: -13344616.000000 Penalty: 3781.786621
	Iteration 4Q: 3 clusters Score -1.334462e+07 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50930 members 
Mstep: Class 2 contains 62197 members 
Entering Unmasked Estep 
Score: -13346927.000000 Penalty: 3781.786621
	Iteration 5Q: 3 clusters Score -1.334693e+07 nChanged 5865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48711 members 
Mstep: Class 2 contains 64416 members 
Entering Unmasked Estep 
Score: -13350260.000000 Penalty: 3781.786621
	Iteration 6F: 3 clusters Score -1.335026e+07 nChanged 7113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46328 members 
Mstep: Class 2 contains 66799 members 
Entering Unmasked Estep 
Score: -13355461.000000 Penalty: 3781.786621
	Iteration 7F: 3 clusters Score -1.335546e+07 nChanged 7933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44397 members 
Mstep: Class 2 contains 68730 members 
Entering Unmasked Estep 
Score: -13361705.000000 Penalty: 3781.786621
	Iteration 8F: 3 clusters Score -1.33617e+07 nChanged 7267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43374 members 
Mstep: Class 2 contains 69753 members 
Entering Unmasked Estep 
Score: -13365913.000000 Penalty: 3781.786621
	Iteration 9F: 3 clusters Score -1.336591e+07 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42829 members 
Mstep: Class 2 contains 70298 members 
Entering Unmasked Estep 
Score: -13367384.000000 Penalty: 3781.786621
	Iteration 10Q: 3 clusters Score -1.336738e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42379 members 
Mstep: Class 2 contains 70748 members 
Entering Unmasked Estep 
Score: -13367976.000000 Penalty: 3781.786621
	Iteration 11Q: 3 clusters Score -1.336798e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41961 members 
Mstep: Class 2 contains 71166 members 
Entering Unmasked Estep 
Score: -13368248.000000 Penalty: 3781.786621
	Iteration 12Q: 3 clusters Score -1.336825e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41663 members 
Mstep: Class 2 contains 71464 members 
Entering Unmasked Estep 
Score: -13368407.000000 Penalty: 3781.786621
	Iteration 13Q: 3 clusters Score -1.336841e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41409 members 
Mstep: Class 2 contains 71718 members 
Entering Unmasked Estep 
Score: -13368652.000000 Penalty: 3781.786621
	Iteration 14Q: 3 clusters Score -1.336865e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41275 members 
Mstep: Class 2 contains 71852 members 
Entering Unmasked Estep 
Score: -13368905.000000 Penalty: 3781.786621
	Iteration 15Q: 3 clusters Score -1.33689e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41155 members 
Mstep: Class 2 contains 71972 members 
Entering Unmasked Estep 
Score: -13369116.000000 Penalty: 3781.786621
	Iteration 16Q: 3 clusters Score -1.336912e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41070 members 
Mstep: Class 2 contains 72057 members 
Entering Unmasked Estep 
Score: -13369374.000000 Penalty: 3781.786621
	Iteration 17Q: 3 clusters Score -1.336937e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 72106 members 
Entering Unmasked Estep 
Score: -13369589.000000 Penalty: 3781.786621
	Iteration 18Q: 3 clusters Score -1.336959e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 72094 members 
Entering Unmasked Estep 
Score: -13369781.000000 Penalty: 3781.786621
	Iteration 19Q: 3 clusters Score -1.336978e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40999 members 
Mstep: Class 2 contains 72128 members 
Entering Unmasked Estep 
Score: -13370090.000000 Penalty: 3781.786621
	Iteration 20F: 3 clusters Score -1.337009e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40996 members 
Mstep: Class 2 contains 72131 members 
Entering Unmasked Estep 
Score: -13370291.000000 Penalty: 3781.786621
	Iteration 21Q: 3 clusters Score -1.337029e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41009 members 
Mstep: Class 2 contains 72118 members 
Entering Unmasked Estep 
Score: -13370565.000000 Penalty: 3781.786621
	Iteration 22Q: 3 clusters Score -1.337056e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40993 members 
Mstep: Class 2 contains 72134 members 
Entering Unmasked Estep 
Score: -13370715.000000 Penalty: 3781.786621
	Iteration 23Q: 3 clusters Score -1.337072e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40972 members 
Mstep: Class 2 contains 72155 members 
Entering Unmasked Estep 
Score: -13370861.000000 Penalty: 3781.786621
	Iteration 24Q: 3 clusters Score -1.337086e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40921 members 
Mstep: Class 2 contains 72206 members 
Entering Unmasked Estep 
Score: -13371039.000000 Penalty: 3781.786621
	Iteration 25Q: 3 clusters Score -1.337104e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40860 members 
Mstep: Class 2 contains 72267 members 
Entering Unmasked Estep 
Score: -13371170.000000 Penalty: 3781.786621
	Iteration 26Q: 3 clusters Score -1.337117e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40793 members 
Mstep: Class 2 contains 72334 members 
Entering Unmasked Estep 
Score: -13371364.000000 Penalty: 3781.786621
	Iteration 27Q: 3 clusters Score -1.337136e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40691 members 
Mstep: Class 2 contains 72436 members 
Entering Unmasked Estep 
Score: -13371497.000000 Penalty: 3781.786621
	Iteration 28Q: 3 clusters Score -1.33715e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40646 members 
Mstep: Class 2 contains 72481 members 
Entering Unmasked Estep 
Score: -13371597.000000 Penalty: 3781.786621
	Iteration 29Q: 3 clusters Score -1.33716e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40580 members 
Mstep: Class 2 contains 72547 members 
Entering Unmasked Estep 
Score: -13371657.000000 Penalty: 3781.786621
	Iteration 30Q: 3 clusters Score -1.337166e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40431 members 
Mstep: Class 2 contains 72696 members 
Entering Unmasked Estep 
Score: -13371749.000000 Penalty: 3781.786621
	Iteration 31Q: 3 clusters Score -1.337175e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40241 members 
Mstep: Class 2 contains 72886 members 
Entering Unmasked Estep 
Score: -13371898.000000 Penalty: 3781.786621
	Iteration 32Q: 3 clusters Score -1.33719e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40022 members 
Mstep: Class 2 contains 73105 members 
Entering Unmasked Estep 
Score: -13371972.000000 Penalty: 3781.786621
	Iteration 33Q: 3 clusters Score -1.337197e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39766 members 
Mstep: Class 2 contains 73361 members 
Entering Unmasked Estep 
Score: -13372031.000000 Penalty: 3781.786621
	Iteration 34Q: 3 clusters Score -1.337203e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39455 members 
Mstep: Class 2 contains 73672 members 
Entering Unmasked Estep 
Score: -13372112.000000 Penalty: 3781.786621
	Iteration 35Q: 3 clusters Score -1.337211e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39100 members 
Mstep: Class 2 contains 74027 members 
Entering Unmasked Estep 
Score: -13372248.000000 Penalty: 3781.786621
	Iteration 36Q: 3 clusters Score -1.337225e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38701 members 
Mstep: Class 2 contains 74426 members 
Entering Unmasked Estep 
Score: -13372357.000000 Penalty: 3781.786621
	Iteration 37Q: 3 clusters Score -1.337236e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38282 members 
Mstep: Class 2 contains 74845 members 
Entering Unmasked Estep 
Score: -13372456.000000 Penalty: 3781.786621
	Iteration 38Q: 3 clusters Score -1.337246e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37869 members 
Mstep: Class 2 contains 75258 members 
Entering Unmasked Estep 
Score: -13372551.000000 Penalty: 3781.786621
	Iteration 39Q: 3 clusters Score -1.337255e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37475 members 
Mstep: Class 2 contains 75652 members 
Entering Unmasked Estep 
Score: -13372669.000000 Penalty: 3781.786621
	Iteration 40F: 3 clusters Score -1.337267e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 76070 members 
Entering Unmasked Estep 
Score: -13372724.000000 Penalty: 3781.786621
	Iteration 41Q: 3 clusters Score -1.337272e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36628 members 
Mstep: Class 2 contains 76499 members 
Entering Unmasked Estep 
Score: -13372785.000000 Penalty: 3781.786621
	Iteration 42Q: 3 clusters Score -1.337278e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36148 members 
Mstep: Class 2 contains 76979 members 
Entering Unmasked Estep 
Score: -13372788.000000 Penalty: 3781.786621
	Iteration 43Q: 3 clusters Score -1.337279e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35650 members 
Mstep: Class 2 contains 77477 members 
Entering Unmasked Estep 
Score: -13372897.000000 Penalty: 3781.786621
	Iteration 44Q: 3 clusters Score -1.33729e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35153 members 
Mstep: Class 2 contains 77974 members 
Entering Unmasked Estep 
Score: -13372999.000000 Penalty: 3781.786621
	Iteration 45Q: 3 clusters Score -1.3373e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 78470 members 
Entering Unmasked Estep 
Score: -13373088.000000 Penalty: 3781.786621
	Iteration 46Q: 3 clusters Score -1.337309e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34113 members 
Mstep: Class 2 contains 79014 members 
Entering Unmasked Estep 
Score: -13373190.000000 Penalty: 3781.786621
	Iteration 47Q: 3 clusters Score -1.337319e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 79582 members 
Entering Unmasked Estep 
Score: -13373324.000000 Penalty: 3781.786621
	Iteration 48Q: 3 clusters Score -1.337332e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 80156 members 
Entering Unmasked Estep 
Score: -13373399.000000 Penalty: 3781.786621
	Iteration 49Q: 3 clusters Score -1.33734e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32396 members 
Mstep: Class 2 contains 80731 members 
Entering Unmasked Estep 
Score: -13373468.000000 Penalty: 3781.786621
	Iteration 50Q: 3 clusters Score -1.337347e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 81345 members 
Entering Unmasked Estep 
Score: -13373582.000000 Penalty: 3781.786621
	Iteration 51Q: 3 clusters Score -1.337358e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 82011 members 
Entering Unmasked Estep 
Score: -13373669.000000 Penalty: 3781.786621
	Iteration 52Q: 3 clusters Score -1.337367e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 82659 members 
Entering Unmasked Estep 
Score: -13373781.000000 Penalty: 3781.786621
	Iteration 53Q: 3 clusters Score -1.337378e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29850 members 
Mstep: Class 2 contains 83277 members 
Entering Unmasked Estep 
Score: -13373909.000000 Penalty: 3781.786621
	Iteration 54Q: 3 clusters Score -1.337391e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 83845 members 
Entering Unmasked Estep 
Score: -13374037.000000 Penalty: 3781.786621
	Iteration 55Q: 3 clusters Score -1.337404e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 84297 members 
Entering Unmasked Estep 
Score: -13374094.000000 Penalty: 3781.786621
	Iteration 56Q: 3 clusters Score -1.337409e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 84753 members 
Entering Unmasked Estep 
Score: -13374197.000000 Penalty: 3781.786621
	Iteration 57Q: 3 clusters Score -1.33742e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 85198 members 
Entering Unmasked Estep 
Score: -13374238.000000 Penalty: 3781.786621
	Iteration 58Q: 3 clusters Score -1.337424e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 85604 members 
Entering Unmasked Estep 
Score: -13374291.000000 Penalty: 3781.786621
	Iteration 59Q: 3 clusters Score -1.337429e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 86010 members 
Entering Unmasked Estep 
Score: -13374339.000000 Penalty: 3781.786621
	Iteration 60F: 3 clusters Score -1.337434e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Mstep: Class 2 contains 86402 members 
Entering Unmasked Estep 
Score: -13374405.000000 Penalty: 3781.786621
	Iteration 61Q: 3 clusters Score -1.33744e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 86772 members 
Entering Unmasked Estep 
Score: -13374439.000000 Penalty: 3781.786621
	Iteration 62Q: 3 clusters Score -1.337444e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 87131 members 
Entering Unmasked Estep 
Score: -13374440.000000 Penalty: 3781.786621
	Iteration 63Q: 3 clusters Score -1.337444e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 87455 members 
Entering Unmasked Estep 
Score: -13374442.000000 Penalty: 3781.786621
	Iteration 64Q: 3 clusters Score -1.337444e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 87782 members 
Entering Unmasked Estep 
Score: -13374442.000000 Penalty: 3781.786621
	Iteration 65Q: 3 clusters Score -1.337444e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 88108 members 
Entering Unmasked Estep 
Score: -13374473.000000 Penalty: 3781.786621
	Iteration 66Q: 3 clusters Score -1.337447e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 88436 members 
Entering Unmasked Estep 
Score: -13374483.000000 Penalty: 3781.786621
	Iteration 67Q: 3 clusters Score -1.337448e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 88758 members 
Entering Unmasked Estep 
Score: -13374551.000000 Penalty: 3781.786621
	Iteration 68Q: 3 clusters Score -1.337455e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 89086 members 
Entering Unmasked Estep 
Score: -13374599.000000 Penalty: 3781.786621
	Iteration 69Q: 3 clusters Score -1.33746e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 89393 members 
Entering Unmasked Estep 
Score: -13374590.000000 Penalty: 3781.786621
	Iteration 70Q: 3 clusters Score -1.337459e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 89707 members 
Entering Unmasked Estep 
Score: -13374600.000000 Penalty: 3781.786621
	Iteration 71Q: 3 clusters Score -1.33746e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 89991 members 
Entering Unmasked Estep 
Score: -13374622.000000 Penalty: 3781.786621
	Iteration 72Q: 3 clusters Score -1.337462e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 90277 members 
Entering Unmasked Estep 
Score: -13374661.000000 Penalty: 3781.786621
	Iteration 73Q: 3 clusters Score -1.337466e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 90526 members 
Entering Unmasked Estep 
Score: -13374658.000000 Penalty: 3781.786621
	Iteration 74Q: 3 clusters Score -1.337466e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 90757 members 
Entering Unmasked Estep 
Score: -13374672.000000 Penalty: 3781.786621
	Iteration 75Q: 3 clusters Score -1.337467e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 90972 members 
Entering Unmasked Estep 
Score: -13374694.000000 Penalty: 3781.786621
	Iteration 76Q: 3 clusters Score -1.337469e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 91204 members 
Entering Unmasked Estep 
Score: -13374697.000000 Penalty: 3781.786621
	Iteration 77Q: 3 clusters Score -1.33747e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 91406 members 
Entering Unmasked Estep 
Score: -13374681.000000 Penalty: 3781.786621
	Iteration 78Q: 3 clusters Score -1.337468e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 91594 members 
Entering Unmasked Estep 
Score: -13374727.000000 Penalty: 3781.786621
	Iteration 79Q: 3 clusters Score -1.337473e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 91796 members 
Entering Unmasked Estep 
Score: -13374718.000000 Penalty: 3781.786621
	Iteration 80F: 3 clusters Score -1.337472e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 91980 members 
Entering Unmasked Estep 
Score: -13374747.000000 Penalty: 3781.786621
	Iteration 81Q: 3 clusters Score -1.337475e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 92116 members 
Entering Unmasked Estep 
Score: -13374826.000000 Penalty: 3781.786621
	Iteration 82Q: 3 clusters Score -1.337483e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 92228 members 
Entering Unmasked Estep 
Score: -13374825.000000 Penalty: 3781.786621
	Iteration 83Q: 3 clusters Score -1.337482e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 92330 members 
Entering Unmasked Estep 
Score: -13374880.000000 Penalty: 3781.786621
	Iteration 84Q: 3 clusters Score -1.337488e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 92400 members 
Entering Unmasked Estep 
Score: -13374882.000000 Penalty: 3781.786621
	Iteration 85Q: 3 clusters Score -1.337488e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 92518 members 
Entering Unmasked Estep 
Score: -13374905.000000 Penalty: 3781.786621
	Iteration 86Q: 3 clusters Score -1.33749e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 92618 members 
Entering Unmasked Estep 
Score: -13374967.000000 Penalty: 3781.786621
	Iteration 87Q: 3 clusters Score -1.337497e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 92766 members 
Entering Unmasked Estep 
Score: -13374982.000000 Penalty: 3781.786621
	Iteration 88Q: 3 clusters Score -1.337498e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 92928 members 
Entering Unmasked Estep 
Score: -13374999.000000 Penalty: 3781.786621
	Iteration 89Q: 3 clusters Score -1.3375e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 93077 members 
Entering Unmasked Estep 
Score: -13375000.000000 Penalty: 3781.786621
	Iteration 90Q: 3 clusters Score -1.3375e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 93243 members 
Entering Unmasked Estep 
Score: -13374991.000000 Penalty: 3781.786621
	Iteration 91Q: 3 clusters Score -1.337499e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 93390 members 
Entering Unmasked Estep 
Score: -13375033.000000 Penalty: 3781.786621
	Iteration 92Q: 3 clusters Score -1.337503e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 93520 members 
Entering Unmasked Estep 
Score: -13375073.000000 Penalty: 3781.786621
	Iteration 93Q: 3 clusters Score -1.337507e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 93663 members 
Entering Unmasked Estep 
Score: -13375076.000000 Penalty: 3781.786621
	Iteration 94Q: 3 clusters Score -1.337508e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 93802 members 
Entering Unmasked Estep 
Score: -13375059.000000 Penalty: 3781.786621
	Iteration 95Q: 3 clusters Score -1.337506e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 93931 members 
Entering Unmasked Estep 
Score: -13375062.000000 Penalty: 3781.786621
	Iteration 96Q: 3 clusters Score -1.337506e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 94031 members 
Entering Unmasked Estep 
Score: -13375067.000000 Penalty: 3781.786621
	Iteration 97Q: 3 clusters Score -1.337507e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 94151 members 
Entering Unmasked Estep 
Score: -13375084.000000 Penalty: 3781.786621
	Iteration 98Q: 3 clusters Score -1.337508e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 94266 members 
Entering Unmasked Estep 
Score: -13375058.000000 Penalty: 3781.786621
	Iteration 99Q: 3 clusters Score -1.337506e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 94360 members 
Entering Unmasked Estep 
Score: -13375051.000000 Penalty: 3781.786621
	Iteration 100F: 3 clusters Score -1.337505e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 94453 members 
Entering Unmasked Estep 
Score: -13375052.000000 Penalty: 3781.786621
	Iteration 101Q: 3 clusters Score -1.337505e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 94546 members 
Entering Unmasked Estep 
Score: -13375061.000000 Penalty: 3781.786621
	Iteration 102Q: 3 clusters Score -1.337506e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 94627 members 
Entering Unmasked Estep 
Score: -13375080.000000 Penalty: 3781.786621
	Iteration 103Q: 3 clusters Score -1.337508e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 94706 members 
Entering Unmasked Estep 
Score: -13375089.000000 Penalty: 3781.786621
	Iteration 104Q: 3 clusters Score -1.337509e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 94792 members 
Entering Unmasked Estep 
Score: -13375123.000000 Penalty: 3781.786621
	Iteration 105Q: 3 clusters Score -1.337512e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 94892 members 
Entering Unmasked Estep 
Score: -13375108.000000 Penalty: 3781.786621
	Iteration 106Q: 3 clusters Score -1.337511e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 95004 members 
Entering Unmasked Estep 
Score: -13375105.000000 Penalty: 3781.786621
	Iteration 107Q: 3 clusters Score -1.33751e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 95139 members 
Entering Unmasked Estep 
Score: -13375117.000000 Penalty: 3781.786621
	Iteration 108Q: 3 clusters Score -1.337512e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 95280 members 
Entering Unmasked Estep 
Score: -13375147.000000 Penalty: 3781.786621
	Iteration 109Q: 3 clusters Score -1.337515e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 95420 members 
Entering Unmasked Estep 
Score: -13375155.000000 Penalty: 3781.786621
	Iteration 110Q: 3 clusters Score -1.337516e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 95577 members 
Entering Unmasked Estep 
Score: -13375159.000000 Penalty: 3781.786621
	Iteration 111Q: 3 clusters Score -1.337516e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 95753 members 
Entering Unmasked Estep 
Score: -13375224.000000 Penalty: 3781.786621
	Iteration 112Q: 3 clusters Score -1.337522e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 95915 members 
Entering Unmasked Estep 
Score: -13375198.000000 Penalty: 3781.786621
	Iteration 113Q: 3 clusters Score -1.33752e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 96094 members 
Entering Unmasked Estep 
Score: -13375230.000000 Penalty: 3781.786621
	Iteration 114Q: 3 clusters Score -1.337523e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 96310 members 
Entering Unmasked Estep 
Score: -13375270.000000 Penalty: 3781.786621
	Iteration 115Q: 3 clusters Score -1.337527e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 96530 members 
Entering Unmasked Estep 
Score: -13375293.000000 Penalty: 3781.786621
	Iteration 116Q: 3 clusters Score -1.337529e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 96746 members 
Entering Unmasked Estep 
Score: -13375322.000000 Penalty: 3781.786621
	Iteration 117Q: 3 clusters Score -1.337532e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 96973 members 
Entering Unmasked Estep 
Score: -13375348.000000 Penalty: 3781.786621
	Iteration 118Q: 3 clusters Score -1.337535e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 97196 members 
Entering Unmasked Estep 
Score: -13375380.000000 Penalty: 3781.786621
	Iteration 119Q: 3 clusters Score -1.337538e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 97441 members 
Entering Unmasked Estep 
Score: -13375408.000000 Penalty: 3781.786621
	Iteration 120F: 3 clusters Score -1.337541e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 97669 members 
Entering Unmasked Estep 
Score: -13375407.000000 Penalty: 3781.786621
	Iteration 121Q: 3 clusters Score -1.337541e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 97900 members 
Entering Unmasked Estep 
Score: -13375393.000000 Penalty: 3781.786621
	Iteration 122Q: 3 clusters Score -1.337539e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 98179 members 
Entering Unmasked Estep 
Score: -13375393.000000 Penalty: 3781.786621
	Iteration 123Q: 3 clusters Score -1.337539e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 98449 members 
Entering Unmasked Estep 
Score: -13375394.000000 Penalty: 3781.786621
	Iteration 124Q: 3 clusters Score -1.337539e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 98738 members 
Entering Unmasked Estep 
Score: -13375429.000000 Penalty: 3781.786621
	Iteration 125Q: 3 clusters Score -1.337543e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 99024 members 
Entering Unmasked Estep 
Score: -13375459.000000 Penalty: 3781.786621
	Iteration 126Q: 3 clusters Score -1.337546e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 99306 members 
Entering Unmasked Estep 
Score: -13375494.000000 Penalty: 3781.786621
	Iteration 127Q: 3 clusters Score -1.337549e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 99565 members 
Entering Unmasked Estep 
Score: -13375517.000000 Penalty: 3781.786621
	Iteration 128Q: 3 clusters Score -1.337552e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 99825 members 
Entering Unmasked Estep 
Score: -13375585.000000 Penalty: 3781.786621
	Iteration 129Q: 3 clusters Score -1.337558e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 100031 members 
Entering Unmasked Estep 
Score: -13375619.000000 Penalty: 3781.786621
	Iteration 130Q: 3 clusters Score -1.337562e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 100233 members 
Entering Unmasked Estep 
Score: -13375637.000000 Penalty: 3781.786621
	Iteration 131Q: 3 clusters Score -1.337564e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 100403 members 
Entering Unmasked Estep 
Score: -13375651.000000 Penalty: 3781.786621
	Iteration 132Q: 3 clusters Score -1.337565e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 100578 members 
Entering Unmasked Estep 
Score: -13375672.000000 Penalty: 3781.786621
	Iteration 133Q: 3 clusters Score -1.337567e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 100759 members 
Entering Unmasked Estep 
Score: -13375710.000000 Penalty: 3781.786621
	Iteration 134Q: 3 clusters Score -1.337571e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 100914 members 
Entering Unmasked Estep 
Score: -13375730.000000 Penalty: 3781.786621
	Iteration 135Q: 3 clusters Score -1.337573e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 101051 members 
Entering Unmasked Estep 
Score: -13375756.000000 Penalty: 3781.786621
	Iteration 136Q: 3 clusters Score -1.337576e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 101183 members 
Entering Unmasked Estep 
Score: -13375793.000000 Penalty: 3781.786621
	Iteration 137Q: 3 clusters Score -1.337579e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 101309 members 
Entering Unmasked Estep 
Score: -13375853.000000 Penalty: 3781.786621
	Iteration 138Q: 3 clusters Score -1.337585e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 101437 members 
Entering Unmasked Estep 
Score: -13375855.000000 Penalty: 3781.786621
	Iteration 139Q: 3 clusters Score -1.337586e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 101564 members 
Entering Unmasked Estep 
Score: -13375864.000000 Penalty: 3781.786621
	Iteration 140F: 3 clusters Score -1.337586e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 101685 members 
Entering Unmasked Estep 
Score: -13375875.000000 Penalty: 3781.786621
	Iteration 141Q: 3 clusters Score -1.337588e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 101819 members 
Entering Unmasked Estep 
Score: -13375892.000000 Penalty: 3781.786621
	Iteration 142Q: 3 clusters Score -1.337589e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 101976 members 
Entering Unmasked Estep 
Score: -13375890.000000 Penalty: 3781.786621
	Iteration 143Q: 3 clusters Score -1.337589e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 102116 members 
Entering Unmasked Estep 
Score: -13375889.000000 Penalty: 3781.786621
	Iteration 144Q: 3 clusters Score -1.337589e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 102262 members 
Entering Unmasked Estep 
Score: -13375900.000000 Penalty: 3781.786621
	Iteration 145Q: 3 clusters Score -1.33759e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 102389 members 
Entering Unmasked Estep 
Score: -13375913.000000 Penalty: 3781.786621
	Iteration 146Q: 3 clusters Score -1.337591e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 102478 members 
Entering Unmasked Estep 
Score: -13375934.000000 Penalty: 3781.786621
	Iteration 147Q: 3 clusters Score -1.337593e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 102575 members 
Entering Unmasked Estep 
Score: -13375954.000000 Penalty: 3781.786621
	Iteration 148Q: 3 clusters Score -1.337595e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 102682 members 
Entering Unmasked Estep 
Score: -13375961.000000 Penalty: 3781.786621
	Iteration 149Q: 3 clusters Score -1.337596e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 102794 members 
Entering Unmasked Estep 
Score: -13375965.000000 Penalty: 3781.786621
	Iteration 150Q: 3 clusters Score -1.337596e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 102908 members 
Entering Unmasked Estep 
Score: -13376005.000000 Penalty: 3781.786621
	Iteration 151Q: 3 clusters Score -1.3376e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 102996 members 
Entering Unmasked Estep 
Score: -13376013.000000 Penalty: 3781.786621
	Iteration 152Q: 3 clusters Score -1.337601e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 103063 members 
Entering Unmasked Estep 
Score: -13376004.000000 Penalty: 3781.786621
	Iteration 153Q: 3 clusters Score -1.3376e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 103124 members 
Entering Unmasked Estep 
Score: -13376037.000000 Penalty: 3781.786621
	Iteration 154Q: 3 clusters Score -1.337604e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 103180 members 
Entering Unmasked Estep 
Score: -13376056.000000 Penalty: 3781.786621
	Iteration 155Q: 3 clusters Score -1.337606e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 103227 members 
Entering Unmasked Estep 
Score: -13376053.000000 Penalty: 3781.786621
	Iteration 156Q: 3 clusters Score -1.337605e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 103283 members 
Entering Unmasked Estep 
Score: -13376080.000000 Penalty: 3781.786621
	Iteration 157Q: 3 clusters Score -1.337608e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 103343 members 
Entering Unmasked Estep 
Score: -13376111.000000 Penalty: 3781.786621
	Iteration 158Q: 3 clusters Score -1.337611e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 103409 members 
Entering Unmasked Estep 
Score: -13376106.000000 Penalty: 3781.786621
	Iteration 159Q: 3 clusters Score -1.337611e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 103475 members 
Entering Unmasked Estep 
Score: -13376109.000000 Penalty: 3781.786621
	Iteration 160F: 3 clusters Score -1.337611e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 103543 members 
Entering Unmasked Estep 
Score: -13376124.000000 Penalty: 3781.786621
	Iteration 161Q: 3 clusters Score -1.337612e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 103600 members 
Entering Unmasked Estep 
Score: -13376123.000000 Penalty: 3781.786621
	Iteration 162Q: 3 clusters Score -1.337612e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 103655 members 
Entering Unmasked Estep 
Score: -13376117.000000 Penalty: 3781.786621
	Iteration 163Q: 3 clusters Score -1.337612e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 103702 members 
Entering Unmasked Estep 
Score: -13376131.000000 Penalty: 3781.786621
	Iteration 164Q: 3 clusters Score -1.337613e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 103754 members 
Entering Unmasked Estep 
Score: -13376132.000000 Penalty: 3781.786621
	Iteration 165Q: 3 clusters Score -1.337613e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 103822 members 
Entering Unmasked Estep 
Score: -13376142.000000 Penalty: 3781.786621
	Iteration 166Q: 3 clusters Score -1.337614e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 103882 members 
Entering Unmasked Estep 
Score: -13376157.000000 Penalty: 3781.786621
	Iteration 167Q: 3 clusters Score -1.337616e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 103940 members 
Entering Unmasked Estep 
Score: -13376173.000000 Penalty: 3781.786621
	Iteration 168Q: 3 clusters Score -1.337617e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 103998 members 
Entering Unmasked Estep 
Score: -13376158.000000 Penalty: 3781.786621
	Iteration 169Q: 3 clusters Score -1.337616e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 104053 members 
Entering Unmasked Estep 
Score: -13376162.000000 Penalty: 3781.786621
	Iteration 170Q: 3 clusters Score -1.337616e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 104112 members 
Entering Unmasked Estep 
Score: -13376136.000000 Penalty: 3781.786621
	Iteration 171Q: 3 clusters Score -1.337614e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 104162 members 
Entering Unmasked Estep 
Score: -13376128.000000 Penalty: 3781.786621
	Iteration 172Q: 3 clusters Score -1.337613e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 104205 members 
Entering Unmasked Estep 
Score: -13376133.000000 Penalty: 3781.786621
	Iteration 173Q: 3 clusters Score -1.337613e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 104247 members 
Entering Unmasked Estep 
Score: -13376121.000000 Penalty: 3781.786621
	Iteration 174Q: 3 clusters Score -1.337612e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 104283 members 
Entering Unmasked Estep 
Score: -13376123.000000 Penalty: 3781.786621
	Iteration 175Q: 3 clusters Score -1.337612e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 104309 members 
Entering Unmasked Estep 
Score: -13376143.000000 Penalty: 3781.786621
	Iteration 176Q: 3 clusters Score -1.337614e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 104353 members 
Entering Unmasked Estep 
Score: -13376137.000000 Penalty: 3781.786621
	Iteration 177Q: 3 clusters Score -1.337614e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 104390 members 
Entering Unmasked Estep 
Score: -13376147.000000 Penalty: 3781.786621
	Iteration 178Q: 3 clusters Score -1.337615e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 104437 members 
Entering Unmasked Estep 
Score: -13376177.000000 Penalty: 3781.786621
	Iteration 179Q: 3 clusters Score -1.337618e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 104485 members 
Entering Unmasked Estep 
Score: -13376180.000000 Penalty: 3781.786621
	Iteration 180F: 3 clusters Score -1.337618e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 104528 members 
Entering Unmasked Estep 
Score: -13376201.000000 Penalty: 3781.786621
	Iteration 181Q: 3 clusters Score -1.33762e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 104579 members 
Entering Unmasked Estep 
Score: -13376193.000000 Penalty: 3781.786621
	Iteration 182Q: 3 clusters Score -1.337619e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 104618 members 
Entering Unmasked Estep 
Score: -13376219.000000 Penalty: 3781.786621
	Iteration 183Q: 3 clusters Score -1.337622e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 104662 members 
Entering Unmasked Estep 
Score: -13376225.000000 Penalty: 3781.786621
	Iteration 184Q: 3 clusters Score -1.337622e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 104716 members 
Entering Unmasked Estep 
Score: -13376224.000000 Penalty: 3781.786621
	Iteration 185Q: 3 clusters Score -1.337622e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 104768 members 
Entering Unmasked Estep 
Score: -13376214.000000 Penalty: 3781.786621
	Iteration 186Q: 3 clusters Score -1.337621e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 104814 members 
Entering Unmasked Estep 
Score: -13376203.000000 Penalty: 3781.786621
	Iteration 187Q: 3 clusters Score -1.33762e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 104879 members 
Entering Unmasked Estep 
Score: -13376216.000000 Penalty: 3781.786621
	Iteration 188Q: 3 clusters Score -1.337622e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 104956 members 
Entering Unmasked Estep 
Score: -13376234.000000 Penalty: 3781.786621
	Iteration 189Q: 3 clusters Score -1.337623e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 105042 members 
Entering Unmasked Estep 
Score: -13376248.000000 Penalty: 3781.786621
	Iteration 190Q: 3 clusters Score -1.337625e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 105154 members 
Entering Unmasked Estep 
Score: -13376257.000000 Penalty: 3781.786621
	Iteration 191Q: 3 clusters Score -1.337626e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 105251 members 
Entering Unmasked Estep 
Score: -13376305.000000 Penalty: 3781.786621
	Iteration 192Q: 3 clusters Score -1.33763e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 105363 members 
Entering Unmasked Estep 
Score: -13376326.000000 Penalty: 3781.786621
	Iteration 193Q: 3 clusters Score -1.337633e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 105483 members 
Entering Unmasked Estep 
Score: -13376337.000000 Penalty: 3781.786621
	Iteration 194Q: 3 clusters Score -1.337634e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 105598 members 
Entering Unmasked Estep 
Score: -13376354.000000 Penalty: 3781.786621
	Iteration 195Q: 3 clusters Score -1.337635e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 105738 members 
Entering Unmasked Estep 
Score: -13376436.000000 Penalty: 3781.786621
	Iteration 196Q: 3 clusters Score -1.337644e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 105882 members 
Entering Unmasked Estep 
Score: -13376475.000000 Penalty: 3781.786621
	Iteration 197Q: 3 clusters Score -1.337648e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 106030 members 
Entering Unmasked Estep 
Score: -13376519.000000 Penalty: 3781.786621
	Iteration 198Q: 3 clusters Score -1.337652e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 106169 members 
Entering Unmasked Estep 
Score: -13376547.000000 Penalty: 3781.786621
	Iteration 199Q: 3 clusters Score -1.337655e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 106295 members 
Entering Unmasked Estep 
Score: -13376637.000000 Penalty: 3781.786621
	Iteration 200F: 3 clusters Score -1.337664e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 106430 members 
Entering Unmasked Estep 
Score: -13376654.000000 Penalty: 3781.786621
	Iteration 201Q: 3 clusters Score -1.337665e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 106555 members 
Entering Unmasked Estep 
Score: -13376697.000000 Penalty: 3781.786621
	Iteration 202Q: 3 clusters Score -1.33767e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 106675 members 
Entering Unmasked Estep 
Score: -13376760.000000 Penalty: 3781.786621
	Iteration 203Q: 3 clusters Score -1.337676e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 106782 members 
Entering Unmasked Estep 
Score: -13376830.000000 Penalty: 3781.786621
	Iteration 204Q: 3 clusters Score -1.337683e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 106873 members 
Entering Unmasked Estep 
Score: -13376846.000000 Penalty: 3781.786621
	Iteration 205Q: 3 clusters Score -1.337685e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 106976 members 
Entering Unmasked Estep 
Score: -13376950.000000 Penalty: 3781.786621
	Iteration 206Q: 3 clusters Score -1.337695e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 107064 members 
Entering Unmasked Estep 
Score: -13376994.000000 Penalty: 3781.786621
	Iteration 207Q: 3 clusters Score -1.337699e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 107149 members 
Entering Unmasked Estep 
Score: -13377055.000000 Penalty: 3781.786621
	Iteration 208Q: 3 clusters Score -1.337706e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 107250 members 
Entering Unmasked Estep 
Score: -13377114.000000 Penalty: 3781.786621
	Iteration 209Q: 3 clusters Score -1.337711e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 107329 members 
Entering Unmasked Estep 
Score: -13377127.000000 Penalty: 3781.786621
	Iteration 210Q: 3 clusters Score -1.337713e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 107436 members 
Entering Unmasked Estep 
Score: -13377190.000000 Penalty: 3781.786621
	Iteration 211Q: 3 clusters Score -1.337719e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 107542 members 
Entering Unmasked Estep 
Score: -13377238.000000 Penalty: 3781.786621
	Iteration 212Q: 3 clusters Score -1.337724e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 107630 members 
Entering Unmasked Estep 
Score: -13377248.000000 Penalty: 3781.786621
	Iteration 213Q: 3 clusters Score -1.337725e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 107706 members 
Entering Unmasked Estep 
Score: -13377279.000000 Penalty: 3781.786621
	Iteration 214Q: 3 clusters Score -1.337728e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 107772 members 
Entering Unmasked Estep 
Score: -13377326.000000 Penalty: 3781.786621
	Iteration 215Q: 3 clusters Score -1.337733e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 107840 members 
Entering Unmasked Estep 
Score: -13377343.000000 Penalty: 3781.786621
	Iteration 216Q: 3 clusters Score -1.337734e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 107922 members 
Entering Unmasked Estep 
Score: -13377396.000000 Penalty: 3781.786621
	Iteration 217Q: 3 clusters Score -1.33774e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 107993 members 
Entering Unmasked Estep 
Score: -13377424.000000 Penalty: 3781.786621
	Iteration 218Q: 3 clusters Score -1.337742e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 108055 members 
Entering Unmasked Estep 
Score: -13377443.000000 Penalty: 3781.786621
	Iteration 219Q: 3 clusters Score -1.337744e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 108123 members 
Entering Unmasked Estep 
Score: -13377450.000000 Penalty: 3781.786621
	Iteration 220F: 3 clusters Score -1.337745e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 108189 members 
Entering Unmasked Estep 
Score: -13377494.000000 Penalty: 3781.786621
	Iteration 221Q: 3 clusters Score -1.337749e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 108252 members 
Entering Unmasked Estep 
Score: -13377515.000000 Penalty: 3781.786621
	Iteration 222Q: 3 clusters Score -1.337752e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 108314 members 
Entering Unmasked Estep 
Score: -13377514.000000 Penalty: 3781.786621
	Iteration 223Q: 3 clusters Score -1.337751e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 108365 members 
Entering Unmasked Estep 
Score: -13377567.000000 Penalty: 3781.786621
	Iteration 224Q: 3 clusters Score -1.337757e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 108413 members 
Entering Unmasked Estep 
Score: -13377591.000000 Penalty: 3781.786621
	Iteration 225Q: 3 clusters Score -1.337759e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 108435 members 
Entering Unmasked Estep 
Score: -13377624.000000 Penalty: 3781.786621
	Iteration 226Q: 3 clusters Score -1.337762e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 108455 members 
Entering Unmasked Estep 
Score: -13377644.000000 Penalty: 3781.786621
	Iteration 227Q: 3 clusters Score -1.337764e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 108472 members 
Entering Unmasked Estep 
Score: -13377640.000000 Penalty: 3781.786621
	Iteration 228Q: 3 clusters Score -1.337764e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 108484 members 
Entering Unmasked Estep 
Score: -13377648.000000 Penalty: 3781.786621
	Iteration 229Q: 3 clusters Score -1.337765e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 108499 members 
Entering Unmasked Estep 
Score: -13377670.000000 Penalty: 3781.786621
	Iteration 230Q: 3 clusters Score -1.337767e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 108519 members 
Entering Unmasked Estep 
Score: -13377669.000000 Penalty: 3781.786621
	Iteration 231Q: 3 clusters Score -1.337767e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 108551 members 
Entering Unmasked Estep 
Score: -13377711.000000 Penalty: 3781.786621
	Iteration 232Q: 3 clusters Score -1.337771e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 108586 members 
Entering Unmasked Estep 
Score: -13377717.000000 Penalty: 3781.786621
	Iteration 233Q: 3 clusters Score -1.337772e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 108618 members 
Entering Unmasked Estep 
Score: -13377711.000000 Penalty: 3781.786621
	Iteration 234Q: 3 clusters Score -1.337771e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 108647 members 
Entering Unmasked Estep 
Score: -13377713.000000 Penalty: 3781.786621
	Iteration 235Q: 3 clusters Score -1.337771e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 108668 members 
Entering Unmasked Estep 
Score: -13377690.000000 Penalty: 3781.786621
	Iteration 236Q: 3 clusters Score -1.337769e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 108679 members 
Entering Unmasked Estep 
Score: -13377692.000000 Penalty: 3781.786621
	Iteration 237Q: 3 clusters Score -1.337769e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 108696 members 
Entering Unmasked Estep 
Score: -13377713.000000 Penalty: 3781.786621
	Iteration 238Q: 3 clusters Score -1.337771e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 108721 members 
Entering Unmasked Estep 
Score: -13377740.000000 Penalty: 3781.786621
	Iteration 239Q: 3 clusters Score -1.337774e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 108739 members 
Entering Unmasked Estep 
Score: -13377732.000000 Penalty: 3781.786621
	Iteration 240F: 3 clusters Score -1.337773e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 108764 members 
Entering Unmasked Estep 
Score: -13377755.000000 Penalty: 3781.786621
	Iteration 241Q: 3 clusters Score -1.337776e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 108776 members 
Entering Unmasked Estep 
Score: -13377764.000000 Penalty: 3781.786621
	Iteration 242Q: 3 clusters Score -1.337776e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 108788 members 
Entering Unmasked Estep 
Score: -13377778.000000 Penalty: 3781.786621
	Iteration 243Q: 3 clusters Score -1.337778e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 108805 members 
Entering Unmasked Estep 
Score: -13377805.000000 Penalty: 3781.786621
	Iteration 244Q: 3 clusters Score -1.33778e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 108822 members 
Entering Unmasked Estep 
Score: -13377813.000000 Penalty: 3781.786621
	Iteration 245Q: 3 clusters Score -1.337781e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 108844 members 
Entering Unmasked Estep 
Score: -13377842.000000 Penalty: 3781.786621
	Iteration 246Q: 3 clusters Score -1.337784e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 108864 members 
Entering Unmasked Estep 
Score: -13377855.000000 Penalty: 3781.786621
	Iteration 247Q: 3 clusters Score -1.337786e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 108888 members 
Entering Unmasked Estep 
Score: -13377844.000000 Penalty: 3781.786621
	Iteration 248Q: 3 clusters Score -1.337784e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 108910 members 
Entering Unmasked Estep 
Score: -13377880.000000 Penalty: 3781.786621
	Iteration 249Q: 3 clusters Score -1.337788e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 108926 members 
Entering Unmasked Estep 
Score: -13377901.000000 Penalty: 3781.786621
	Iteration 250Q: 3 clusters Score -1.33779e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 108946 members 
Entering Unmasked Estep 
Score: -13377899.000000 Penalty: 3781.786621
	Iteration 251Q: 3 clusters Score -1.33779e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 108961 members 
Entering Unmasked Estep 
Score: -13377898.000000 Penalty: 3781.786621
	Iteration 252Q: 3 clusters Score -1.33779e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 108968 members 
Entering Unmasked Estep 
Score: -13377900.000000 Penalty: 3781.786621
	Iteration 253Q: 3 clusters Score -1.33779e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 108980 members 
Entering Unmasked Estep 
Score: -13377888.000000 Penalty: 3781.786621
	Iteration 254Q: 3 clusters Score -1.337789e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 108994 members 
Entering Unmasked Estep 
Score: -13377899.000000 Penalty: 3781.786621
	Iteration 255Q: 3 clusters Score -1.33779e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 108988 members 
Entering Unmasked Estep 
Score: -13377888.000000 Penalty: 3781.786621
	Iteration 256Q: 3 clusters Score -1.337789e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 108983 members 
Entering Unmasked Estep 
Score: -13377885.000000 Penalty: 3781.786621
	Iteration 257Q: 3 clusters Score -1.337788e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 108978 members 
Entering Unmasked Estep 
Score: -13377892.000000 Penalty: 3781.786621
	Iteration 258Q: 3 clusters Score -1.337789e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 108975 members 
Entering Unmasked Estep 
Score: -13377912.000000 Penalty: 3781.786621
	Iteration 259Q: 3 clusters Score -1.337791e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 108976 members 
Entering Unmasked Estep 
Score: -13377913.000000 Penalty: 3781.786621
	Iteration 260F: 3 clusters Score -1.337791e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 108976 members 
Entering Unmasked Estep 
Score: -13377895.000000 Penalty: 3781.786621
	Iteration 261Q: 3 clusters Score -1.33779e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 108970 members 
Entering Unmasked Estep 
Score: -13377890.000000 Penalty: 3781.786621
	Iteration 262Q: 3 clusters Score -1.337789e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 108970 members 
Entering Unmasked Estep 
Score: -13377897.000000 Penalty: 3781.786621
	Iteration 263Q: 3 clusters Score -1.33779e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 108973 members 
Entering Unmasked Estep 
Score: -13377894.000000 Penalty: 3781.786621
	Iteration 264Q: 3 clusters Score -1.337789e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 108978 members 
Entering Unmasked Estep 
Score: -13377900.000000 Penalty: 3781.786621
	Iteration 265Q: 3 clusters Score -1.33779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 108978 members 
Entering Unmasked Estep 
Score: -13377906.000000 Penalty: 3781.786621
	Iteration 266Q: 3 clusters Score -1.337791e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 108979 members 
Entering Unmasked Estep 
Score: -13377904.000000 Penalty: 3781.786621
	Iteration 267Q: 3 clusters Score -1.33779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 108981 members 
Entering Unmasked Estep 
Score: -13377906.000000 Penalty: 3781.786621
	Iteration 268Q: 3 clusters Score -1.337791e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 108980 members 
Entering Unmasked Estep 
Score: -13377901.000000 Penalty: 3781.786621
	Iteration 269Q: 3 clusters Score -1.33779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 108980 members 
Entering Unmasked Estep 
Score: -13377903.000000 Penalty: 3781.786621
	Iteration 270Q: 3 clusters Score -1.33779e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 108984 members 
Entering Unmasked Estep 
Score: -13377903.000000 Penalty: 3781.786621
	Iteration 271Q: 3 clusters Score -1.33779e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 108992 members 
Entering Unmasked Estep 
Score: -13377897.000000 Penalty: 3781.786621
	Iteration 272Q: 3 clusters Score -1.33779e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 109001 members 
Entering Unmasked Estep 
Score: -13377910.000000 Penalty: 3781.786621
	Iteration 273Q: 3 clusters Score -1.337791e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 109010 members 
Entering Unmasked Estep 
Score: -13377918.000000 Penalty: 3781.786621
	Iteration 274Q: 3 clusters Score -1.337792e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 109014 members 
Entering Unmasked Estep 
Score: -13377919.000000 Penalty: 3781.786621
	Iteration 275Q: 3 clusters Score -1.337792e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 109017 members 
Entering Unmasked Estep 
Score: -13377905.000000 Penalty: 3781.786621
	Iteration 276Q: 3 clusters Score -1.33779e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 109022 members 
Entering Unmasked Estep 
Score: -13377899.000000 Penalty: 3781.786621
	Iteration 277Q: 3 clusters Score -1.33779e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 109024 members 
Entering Unmasked Estep 
Score: -13377903.000000 Penalty: 3781.786621
	Iteration 278Q: 3 clusters Score -1.33779e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 109029 members 
Entering Unmasked Estep 
Score: -13377911.000000 Penalty: 3781.786621
	Iteration 279Q: 3 clusters Score -1.337791e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 109029 members 
Entering Unmasked Estep 
Score: -13377911.000000 Penalty: 3781.786621
	Iteration 280F: 3 clusters Score -1.337791e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 109031 members 
Entering Unmasked Estep 
Score: -13377906.000000 Penalty: 3781.786621
	Iteration 281Q: 3 clusters Score -1.337791e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 109034 members 
Entering Unmasked Estep 
Score: -13377911.000000 Penalty: 3781.786621
	Iteration 282Q: 3 clusters Score -1.337791e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 109035 members 
Entering Unmasked Estep 
Score: -13377909.000000 Penalty: 3781.786621
	Iteration 283Q: 3 clusters Score -1.337791e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 109036 members 
Entering Unmasked Estep 
Score: -13377916.000000 Penalty: 3781.786621
	Iteration 284Q: 3 clusters Score -1.337792e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 109036 members 
Entering Unmasked Estep 
Score: -13377916.000000 Penalty: 3781.786621
	Iteration 285F: 3 clusters Score -1.337792e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Entering Unmasked Estep 
Score: -103656.101562 Penalty: 1137.998169
	Iteration 0F: 2 clusters Score -103656.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -102216.804688 Penalty: 2275.996338
	Iteration 0F: 3 clusters Score -102216.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -102569.664062 Penalty: 2275.996338
	Iteration 1F: 3 clusters Score -102569.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -102668.898438 Penalty: 2275.996338
	Iteration 2F: 3 clusters Score -102668.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -102722.882812 Penalty: 2275.996338
	Iteration 3Q: 3 clusters Score -102722.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -102752.914062 Penalty: 2275.996338
	Iteration 4Q: 3 clusters Score -102752.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -102768.914062 Penalty: 2275.996338
	Iteration 5Q: 3 clusters Score -102768.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -102785.367188 Penalty: 2275.996338
	Iteration 6Q: 3 clusters Score -102785.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -102794.070312 Penalty: 2275.996338
	Iteration 7Q: 3 clusters Score -102794.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -102811.039062 Penalty: 2275.996338
	Iteration 8Q: 3 clusters Score -102811 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -102826.664062 Penalty: 2275.996338
	Iteration 9Q: 3 clusters Score -102826.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -102837.671875 Penalty: 2275.996338
	Iteration 10Q: 3 clusters Score -102837.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -102855.335938 Penalty: 2275.996338
	Iteration 11Q: 3 clusters Score -102855.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -102867.101562 Penalty: 2275.996338
	Iteration 12Q: 3 clusters Score -102867.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -102877.859375 Penalty: 2275.996338
	Iteration 13Q: 3 clusters Score -102877.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -102892.585938 Penalty: 2275.996338
	Iteration 14Q: 3 clusters Score -102892.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -102913.156250 Penalty: 2275.996338
	Iteration 15Q: 3 clusters Score -102913.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -102929.281250 Penalty: 2275.996338
	Iteration 16Q: 3 clusters Score -102929.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -102942.562500 Penalty: 2275.996338
	Iteration 17Q: 3 clusters Score -102942.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -102956.187500 Penalty: 2275.996338
	Iteration 18Q: 3 clusters Score -102956.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -102995.445312 Penalty: 2275.996338
	Iteration 19Q: 3 clusters Score -102995.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -103048.132812 Penalty: 2275.996338
	Iteration 20F: 3 clusters Score -103048.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -103080.421875 Penalty: 2275.996338
	Iteration 21Q: 3 clusters Score -103080.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -103114.812500 Penalty: 2275.996338
	Iteration 22Q: 3 clusters Score -103114.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -103145.257812 Penalty: 2275.996338
	Iteration 23Q: 3 clusters Score -103145.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -103180.695312 Penalty: 2275.996338
	Iteration 24Q: 3 clusters Score -103180.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -103213.281250 Penalty: 2275.996338
	Iteration 25Q: 3 clusters Score -103213.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -103237.679688 Penalty: 2275.996338
	Iteration 26Q: 3 clusters Score -103237.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -103264.578125 Penalty: 2275.996338
	Iteration 27Q: 3 clusters Score -103264.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -103282.437500 Penalty: 2275.996338
	Iteration 28Q: 3 clusters Score -103282.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -103293.054688 Penalty: 2275.996338
	Iteration 29Q: 3 clusters Score -103293.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -103300.453125 Penalty: 2275.996338
	Iteration 30Q: 3 clusters Score -103300.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -103306.562500 Penalty: 2275.996338
	Iteration 31Q: 3 clusters Score -103306.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -103308.406250 Penalty: 2275.996338
	Iteration 32Q: 3 clusters Score -103308.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -103308.789062 Penalty: 2275.996338
	Iteration 33Q: 3 clusters Score -103308.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -103309.156250 Penalty: 2275.996338
	Iteration 34Q: 3 clusters Score -103309.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -103309.265625 Penalty: 2275.996338
	Iteration 35F: 3 clusters Score -103309.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -103313.070312 Penalty: 2275.996338
	Iteration 36Q: 3 clusters Score -103313.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -103313.070312 Penalty: 2275.996338
	Iteration 37F: 3 clusters Score -103313.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Entering Unmasked Estep 
Score: -46045.980469 Penalty: 1011.490723
	Iteration 0F: 2 clusters Score -46045.98 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 258 members 
Entering Unmasked Estep 
Score: -45000.804688 Penalty: 2022.981445
	Iteration 0F: 3 clusters Score -45000.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -45203.351562 Penalty: 2022.981445
	Iteration 1F: 3 clusters Score -45203.35 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -45289.343750 Penalty: 2022.981445
	Iteration 2F: 3 clusters Score -45289.34 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -45357.164062 Penalty: 2022.981445
	Iteration 3F: 3 clusters Score -45357.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -45420.246094 Penalty: 2022.981445
	Iteration 4Q: 3 clusters Score -45420.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -45464.906250 Penalty: 2022.981445
	Iteration 5Q: 3 clusters Score -45464.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -45486.632812 Penalty: 2022.981445
	Iteration 6Q: 3 clusters Score -45486.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -45504.269531 Penalty: 2022.981445
	Iteration 7Q: 3 clusters Score -45504.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -45526.398438 Penalty: 2022.981445
	Iteration 8Q: 3 clusters Score -45526.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -45551.363281 Penalty: 2022.981445
	Iteration 9Q: 3 clusters Score -45551.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -45558.343750 Penalty: 2022.981445
	Iteration 10Q: 3 clusters Score -45558.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -45565.390625 Penalty: 2022.981445
	Iteration 11Q: 3 clusters Score -45565.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -45569.871094 Penalty: 2022.981445
	Iteration 12Q: 3 clusters Score -45569.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -45569.871094 Penalty: 2022.981445
	Iteration 13F: 3 clusters Score -45569.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Entering Unmasked Estep 
Score: -156458.843750 Penalty: 1184.339722
	Iteration 0F: 2 clusters Score -156458.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -154763.796875 Penalty: 2368.679443
	Iteration 0F: 3 clusters Score -154763.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -155212.796875 Penalty: 2368.679443
	Iteration 1F: 3 clusters Score -155212.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -155396.546875 Penalty: 2368.679443
	Iteration 2F: 3 clusters Score -155396.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -155516.031250 Penalty: 2368.679443
	Iteration 3F: 3 clusters Score -155516 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -155601.078125 Penalty: 2368.679443
	Iteration 4F: 3 clusters Score -155601.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -155682.796875 Penalty: 2368.679443
	Iteration 5Q: 3 clusters Score -155682.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -155751.718750 Penalty: 2368.679443
	Iteration 6Q: 3 clusters Score -155751.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -155805.484375 Penalty: 2368.679443
	Iteration 7Q: 3 clusters Score -155805.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -155849.250000 Penalty: 2368.679443
	Iteration 8Q: 3 clusters Score -155849.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -155878.281250 Penalty: 2368.679443
	Iteration 9Q: 3 clusters Score -155878.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -155901.625000 Penalty: 2368.679443
	Iteration 10Q: 3 clusters Score -155901.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -155910.140625 Penalty: 2368.679443
	Iteration 11Q: 3 clusters Score -155910.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -155918.125000 Penalty: 2368.679443
	Iteration 12Q: 3 clusters Score -155918.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -155922.890625 Penalty: 2368.679443
	Iteration 13Q: 3 clusters Score -155922.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -155927.187500 Penalty: 2368.679443
	Iteration 14Q: 3 clusters Score -155927.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -155927.656250 Penalty: 2368.679443
	Iteration 15Q: 3 clusters Score -155927.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -155930.671875 Penalty: 2368.679443
	Iteration 16Q: 3 clusters Score -155930.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -155932.468750 Penalty: 2368.679443
	Iteration 17Q: 3 clusters Score -155932.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -155933.078125 Penalty: 2368.679443
	Iteration 18Q: 3 clusters Score -155933.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -155933.078125 Penalty: 2368.679443
	Iteration 19F: 3 clusters Score -155933.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Entering Unmasked Estep 
Score: -55201.328125 Penalty: 1032.302246
	Iteration 0F: 2 clusters Score -55201.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -54085.003906 Penalty: 2064.604492
	Iteration 0F: 3 clusters Score -54085 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -54275.855469 Penalty: 2064.604492
	Iteration 1F: 3 clusters Score -54275.86 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -54359.164062 Penalty: 2064.604492
	Iteration 2F: 3 clusters Score -54359.16 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -54400.976562 Penalty: 2064.604492
	Iteration 3F: 3 clusters Score -54400.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -54438.929688 Penalty: 2064.604492
	Iteration 4Q: 3 clusters Score -54438.93 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -54507.601562 Penalty: 2064.604492
	Iteration 5Q: 3 clusters Score -54507.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -54560.679688 Penalty: 2064.604492
	Iteration 6Q: 3 clusters Score -54560.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -54599.238281 Penalty: 2064.604492
	Iteration 7Q: 3 clusters Score -54599.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -54626.792969 Penalty: 2064.604492
	Iteration 8Q: 3 clusters Score -54626.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -54655.191406 Penalty: 2064.604492
	Iteration 9Q: 3 clusters Score -54655.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -54698.062500 Penalty: 2064.604492
	Iteration 10Q: 3 clusters Score -54698.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -54745.886719 Penalty: 2064.604492
	Iteration 11Q: 3 clusters Score -54745.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -54771.464844 Penalty: 2064.604492
	Iteration 12Q: 3 clusters Score -54771.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -54800.027344 Penalty: 2064.604492
	Iteration 13Q: 3 clusters Score -54800.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -54812.625000 Penalty: 2064.604492
	Iteration 14Q: 3 clusters Score -54812.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -54815.339844 Penalty: 2064.604492
	Iteration 15Q: 3 clusters Score -54815.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -54818.171875 Penalty: 2064.604492
	Iteration 16Q: 3 clusters Score -54818.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -54822.480469 Penalty: 2064.604492
	Iteration 17Q: 3 clusters Score -54822.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -54824.273438 Penalty: 2064.604492
	Iteration 18Q: 3 clusters Score -54824.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -54824.781250 Penalty: 2064.604492
	Iteration 19Q: 3 clusters Score -54824.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -54831.316406 Penalty: 2064.604492
	Iteration 20F: 3 clusters Score -54831.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -54853.859375 Penalty: 2064.604492
	Iteration 21Q: 3 clusters Score -54853.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -54866.468750 Penalty: 2064.604492
	Iteration 22Q: 3 clusters Score -54866.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -54867.527344 Penalty: 2064.604492
	Iteration 23Q: 3 clusters Score -54867.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -54867.527344 Penalty: 2064.604492
	Iteration 24F: 3 clusters Score -54867.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (75097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75097 members 
Entering Unmasked Estep 
Score: -8931368.000000 Penalty: 1824.312012
	Iteration 0F: 2 clusters Score -8931368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37465 members 
Mstep: Class 2 contains 37632 members 
Entering Unmasked Estep 
Score: -8881279.000000 Penalty: 3648.624023
	Iteration 0F: 3 clusters Score -8881279 nChanged 35640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37321 members 
Mstep: Class 2 contains 37776 members 
Entering Unmasked Estep 
Score: -8901684.000000 Penalty: 3648.624023
	Iteration 1F: 3 clusters Score -8901684 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37275 members 
Mstep: Class 2 contains 37822 members 
Entering Unmasked Estep 
Score: -8902008.000000 Penalty: 3648.624023
	Iteration 2Q: 3 clusters Score -8902008 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37185 members 
Mstep: Class 2 contains 37912 members 
Entering Unmasked Estep 
Score: -8902460.000000 Penalty: 3648.624023
	Iteration 3Q: 3 clusters Score -8902460 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37042 members 
Mstep: Class 2 contains 38055 members 
Entering Unmasked Estep 
Score: -8902918.000000 Penalty: 3648.624023
	Iteration 4Q: 3 clusters Score -8902918 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36855 members 
Mstep: Class 2 contains 38242 members 
Entering Unmasked Estep 
Score: -8903443.000000 Penalty: 3648.624023
	Iteration 5Q: 3 clusters Score -8903443 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36545 members 
Mstep: Class 2 contains 38552 members 
Entering Unmasked Estep 
Score: -8904070.000000 Penalty: 3648.624023
	Iteration 6Q: 3 clusters Score -8904070 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36017 members 
Mstep: Class 2 contains 39080 members 
Entering Unmasked Estep 
Score: -8904840.000000 Penalty: 3648.624023
	Iteration 7Q: 3 clusters Score -8904840 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35309 members 
Mstep: Class 2 contains 39788 members 
Entering Unmasked Estep 
Score: -8905902.000000 Penalty: 3648.624023
	Iteration 8Q: 3 clusters Score -8905902 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34455 members 
Mstep: Class 2 contains 40642 members 
Entering Unmasked Estep 
Score: -8907380.000000 Penalty: 3648.624023
	Iteration 9Q: 3 clusters Score -8907380 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 41672 members 
Entering Unmasked Estep 
Score: -8909477.000000 Penalty: 3648.624023
	Iteration 10Q: 3 clusters Score -8909477 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32343 members 
Mstep: Class 2 contains 42754 members 
Entering Unmasked Estep 
Score: -8912261.000000 Penalty: 3648.624023
	Iteration 11F: 3 clusters Score -8912261 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 43655 members 
Entering Unmasked Estep 
Score: -8914742.000000 Penalty: 3648.624023
	Iteration 12F: 3 clusters Score -8914742 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 44328 members 
Entering Unmasked Estep 
Score: -8916093.000000 Penalty: 3648.624023
	Iteration 13Q: 3 clusters Score -8916093 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30198 members 
Mstep: Class 2 contains 44899 members 
Entering Unmasked Estep 
Score: -8916606.000000 Penalty: 3648.624023
	Iteration 14Q: 3 clusters Score -8916606 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 45465 members 
Entering Unmasked Estep 
Score: -8916756.000000 Penalty: 3648.624023
	Iteration 15Q: 3 clusters Score -8916756 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 46060 members 
Entering Unmasked Estep 
Score: -8916878.000000 Penalty: 3648.624023
	Iteration 16Q: 3 clusters Score -8916878 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 46700 members 
Entering Unmasked Estep 
Score: -8917024.000000 Penalty: 3648.624023
	Iteration 17Q: 3 clusters Score -8917024 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 47390 members 
Entering Unmasked Estep 
Score: -8917146.000000 Penalty: 3648.624023
	Iteration 18Q: 3 clusters Score -8917146 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 48179 members 
Entering Unmasked Estep 
Score: -8917305.000000 Penalty: 3648.624023
	Iteration 19Q: 3 clusters Score -8917305 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 49037 members 
Entering Unmasked Estep 
Score: -8917447.000000 Penalty: 3648.624023
	Iteration 20F: 3 clusters Score -8917447 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 49991 members 
Entering Unmasked Estep 
Score: -8917658.000000 Penalty: 3648.624023
	Iteration 21Q: 3 clusters Score -8917658 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 50975 members 
Entering Unmasked Estep 
Score: -8917903.000000 Penalty: 3648.624023
	Iteration 22Q: 3 clusters Score -8917903 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 51983 members 
Entering Unmasked Estep 
Score: -8918106.000000 Penalty: 3648.624023
	Iteration 23Q: 3 clusters Score -8918106 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 53015 members 
Entering Unmasked Estep 
Score: -8918339.000000 Penalty: 3648.624023
	Iteration 24Q: 3 clusters Score -8918339 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 54009 members 
Entering Unmasked Estep 
Score: -8918579.000000 Penalty: 3648.624023
	Iteration 25Q: 3 clusters Score -8918579 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 55025 members 
Entering Unmasked Estep 
Score: -8918878.000000 Penalty: 3648.624023
	Iteration 26Q: 3 clusters Score -8918878 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 56059 members 
Entering Unmasked Estep 
Score: -8919165.000000 Penalty: 3648.624023
	Iteration 27Q: 3 clusters Score -8919165 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 57156 members 
Entering Unmasked Estep 
Score: -8919445.000000 Penalty: 3648.624023
	Iteration 28Q: 3 clusters Score -8919445 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 58326 members 
Entering Unmasked Estep 
Score: -8919736.000000 Penalty: 3648.624023
	Iteration 29Q: 3 clusters Score -8919736 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 59544 members 
Entering Unmasked Estep 
Score: -8920091.000000 Penalty: 3648.624023
	Iteration 30Q: 3 clusters Score -8920091 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 60830 members 
Entering Unmasked Estep 
Score: -8920621.000000 Penalty: 3648.624023
	Iteration 31Q: 3 clusters Score -8920621 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 62180 members 
Entering Unmasked Estep 
Score: -8921132.000000 Penalty: 3648.624023
	Iteration 32Q: 3 clusters Score -8921132 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 63642 members 
Entering Unmasked Estep 
Score: -8921869.000000 Penalty: 3648.624023
	Iteration 33Q: 3 clusters Score -8921869 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 65089 members 
Entering Unmasked Estep 
Score: -8922729.000000 Penalty: 3648.624023
	Iteration 34Q: 3 clusters Score -8922729 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 66567 members 
Entering Unmasked Estep 
Score: -8923619.000000 Penalty: 3648.624023
	Iteration 35Q: 3 clusters Score -8923619 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 68009 members 
Entering Unmasked Estep 
Score: -8924481.000000 Penalty: 3648.624023
	Iteration 36Q: 3 clusters Score -8924481 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 69416 members 
Entering Unmasked Estep 
Score: -8925399.000000 Penalty: 3648.624023
	Iteration 37Q: 3 clusters Score -8925399 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 70724 members 
Entering Unmasked Estep 
Score: -8926348.000000 Penalty: 3648.624023
	Iteration 38Q: 3 clusters Score -8926348 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 71926 members 
Entering Unmasked Estep 
Score: -8927250.000000 Penalty: 3648.624023
	Iteration 39Q: 3 clusters Score -8927250 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 72948 members 
Entering Unmasked Estep 
Score: -8928081.000000 Penalty: 3648.624023
	Iteration 40F: 3 clusters Score -8928081 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 73730 members 
Entering Unmasked Estep 
Score: -8928729.000000 Penalty: 3648.624023
	Iteration 41Q: 3 clusters Score -8928729 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 74247 members 
Entering Unmasked Estep 
Score: -8929210.000000 Penalty: 3648.624023
	Iteration 42Q: 3 clusters Score -8929210 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 74541 members 
Entering Unmasked Estep 
Score: -8929442.000000 Penalty: 3648.624023
	Iteration 43Q: 3 clusters Score -8929442 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 74683 members 
Entering Unmasked Estep 
Score: -8929553.000000 Penalty: 3648.624023
	Iteration 44Q: 3 clusters Score -8929553 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 74766 members 
Entering Unmasked Estep 
Score: -8929629.000000 Penalty: 3648.624023
	Iteration 45Q: 3 clusters Score -8929629 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 74813 members 
Entering Unmasked Estep 
Score: -8929695.000000 Penalty: 3648.624023
	Iteration 46Q: 3 clusters Score -8929695 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 74840 members 
Entering Unmasked Estep 
Score: -8929728.000000 Penalty: 3648.624023
	Iteration 47Q: 3 clusters Score -8929728 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 74861 members 
Entering Unmasked Estep 
Score: -8929748.000000 Penalty: 3648.624023
	Iteration 48Q: 3 clusters Score -8929748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 74871 members 
Entering Unmasked Estep 
Score: -8929759.000000 Penalty: 3648.624023
	Iteration 49Q: 3 clusters Score -8929759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 74877 members 
Entering Unmasked Estep 
Score: -8929770.000000 Penalty: 3648.624023
	Iteration 50Q: 3 clusters Score -8929770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 74879 members 
Entering Unmasked Estep 
Score: -8929791.000000 Penalty: 3648.624023
	Iteration 51Q: 3 clusters Score -8929791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 74883 members 
Entering Unmasked Estep 
Score: -8929791.000000 Penalty: 3648.624023
	Iteration 52Q: 3 clusters Score -8929791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 74885 members 
Entering Unmasked Estep 
Score: -8929796.000000 Penalty: 3648.624023
	Iteration 53Q: 3 clusters Score -8929796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 74888 members 
Entering Unmasked Estep 
Score: -8929796.000000 Penalty: 3648.624023
	Iteration 54Q: 3 clusters Score -8929796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 74888 members 
Entering Unmasked Estep 
Score: -8929796.000000 Penalty: 3648.624023
	Iteration 55F: 3 clusters Score -8929796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -11275.288086 Penalty: 868.129333
	Iteration 0F: 2 clusters Score -11275.29 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 121 members 
Entering Unmasked Estep 
Score: -10675.348633 Penalty: 1736.258667
	Iteration 0F: 3 clusters Score -10675.35 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -10862.096680 Penalty: 1736.258667
	Iteration 1F: 3 clusters Score -10862.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -10958.512695 Penalty: 1736.258667
	Iteration 2F: 3 clusters Score -10958.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -10993.788086 Penalty: 1736.258667
	Iteration 3Q: 3 clusters Score -10993.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11066.814453 Penalty: 1736.258667
	Iteration 4Q: 3 clusters Score -11066.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11097.156250 Penalty: 1736.258667
	Iteration 5Q: 3 clusters Score -11097.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11101.246094 Penalty: 1736.258667
	Iteration 6Q: 3 clusters Score -11101.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -11107.998047 Penalty: 1736.258667
	Iteration 7Q: 3 clusters Score -11108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11112.711914 Penalty: 1736.258667
	Iteration 8Q: 3 clusters Score -11112.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11113.398438 Penalty: 1736.258667
	Iteration 9F: 3 clusters Score -11113.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11141.331055 Penalty: 1736.258667
	Iteration 10Q: 3 clusters Score -11141.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -11142.973633 Penalty: 1736.258667
	Iteration 11Q: 3 clusters Score -11142.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -11142.973633 Penalty: 1736.258667
	Iteration 12F: 3 clusters Score -11142.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -38353.027344 Penalty: 985.365051
	Iteration 0F: 2 clusters Score -38353.03 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 214 members 
Entering Unmasked Estep 
Score: -37389.710938 Penalty: 1970.730103
	Iteration 0F: 3 clusters Score -37389.71 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -37556.445312 Penalty: 1970.730103
	Iteration 1F: 3 clusters Score -37556.45 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -37653.156250 Penalty: 1970.730103
	Iteration 2F: 3 clusters Score -37653.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -37710.914062 Penalty: 1970.730103
	Iteration 3Q: 3 clusters Score -37710.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -37733.183594 Penalty: 1970.730103
	Iteration 4Q: 3 clusters Score -37733.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -37749.125000 Penalty: 1970.730103
	Iteration 5Q: 3 clusters Score -37749.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -37760.648438 Penalty: 1970.730103
	Iteration 6Q: 3 clusters Score -37760.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -37778.074219 Penalty: 1970.730103
	Iteration 7Q: 3 clusters Score -37778.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -37789.667969 Penalty: 1970.730103
	Iteration 8Q: 3 clusters Score -37789.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -37789.667969 Penalty: 1970.730103
	Iteration 9F: 3 clusters Score -37789.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Entering Unmasked Estep 
Score: -1046905.937500 Penalty: 1474.218262
	Iteration 0F: 2 clusters Score -1046906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1040588.625000 Penalty: 2948.436523
	Iteration 0F: 3 clusters Score -1040589 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1042607.625000 Penalty: 2948.436523
	Iteration 1F: 3 clusters Score -1042608 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1042871.500000 Penalty: 2948.436523
	Iteration 2F: 3 clusters Score -1042872 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1043059.125000 Penalty: 2948.436523
	Iteration 3F: 3 clusters Score -1043059 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1043199.062500 Penalty: 2948.436523
	Iteration 4Q: 3 clusters Score -1043199 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1043334.000000 Penalty: 2948.436523
	Iteration 5Q: 3 clusters Score -1043334 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1043484.812500 Penalty: 2948.436523
	Iteration 6Q: 3 clusters Score -1043485 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1043664.437500 Penalty: 2948.436523
	Iteration 7Q: 3 clusters Score -1043664 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1043900.062500 Penalty: 2948.436523
	Iteration 8Q: 3 clusters Score -1043900 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1044217.437500 Penalty: 2948.436523
	Iteration 9F: 3 clusters Score -1044217 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1044536.500000 Penalty: 2948.436523
	Iteration 10Q: 3 clusters Score -1044536 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1044808.312500 Penalty: 2948.436523
	Iteration 11Q: 3 clusters Score -1044808 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1045032.250000 Penalty: 2948.436523
	Iteration 12Q: 3 clusters Score -1045032 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1045205.312500 Penalty: 2948.436523
	Iteration 13Q: 3 clusters Score -1045205 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1045334.250000 Penalty: 2948.436523
	Iteration 14Q: 3 clusters Score -1045334 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1045414.437500 Penalty: 2948.436523
	Iteration 15Q: 3 clusters Score -1045414 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1045474.625000 Penalty: 2948.436523
	Iteration 16Q: 3 clusters Score -1045475 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1045517.750000 Penalty: 2948.436523
	Iteration 17Q: 3 clusters Score -1045518 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1045534.562500 Penalty: 2948.436523
	Iteration 18Q: 3 clusters Score -1045535 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1045555.562500 Penalty: 2948.436523
	Iteration 19Q: 3 clusters Score -1045556 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1045572.750000 Penalty: 2948.436523
	Iteration 20F: 3 clusters Score -1045573 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1045581.187500 Penalty: 2948.436523
	Iteration 21Q: 3 clusters Score -1045581 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1045591.500000 Penalty: 2948.436523
	Iteration 22Q: 3 clusters Score -1045592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1045599.125000 Penalty: 2948.436523
	Iteration 23Q: 3 clusters Score -1045599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1045606.937500 Penalty: 2948.436523
	Iteration 24Q: 3 clusters Score -1045607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1045610.500000 Penalty: 2948.436523
	Iteration 25Q: 3 clusters Score -1045610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1045613.562500 Penalty: 2948.436523
	Iteration 26Q: 3 clusters Score -1045614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1045615.187500 Penalty: 2948.436523
	Iteration 27Q: 3 clusters Score -1045615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1045615.062500 Penalty: 2948.436523
	Iteration 28Q: 3 clusters Score -1045615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1045615.062500 Penalty: 2948.436523
	Iteration 29F: 3 clusters Score -1045615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (80727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80727 members 
Entering Unmasked Estep 
Score: -9608489.000000 Penalty: 1836.059570
	Iteration 0F: 2 clusters Score -9608489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40244 members 
Mstep: Class 2 contains 40483 members 
Entering Unmasked Estep 
Score: -9554545.000000 Penalty: 3672.119141
	Iteration 0F: 3 clusters Score -9554545 nChanged 38386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39014 members 
Mstep: Class 2 contains 41713 members 
Entering Unmasked Estep 
Score: -9576553.000000 Penalty: 3672.119141
	Iteration 1F: 3 clusters Score -9576553 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38271 members 
Mstep: Class 2 contains 42456 members 
Entering Unmasked Estep 
Score: -9577035.000000 Penalty: 3672.119141
	Iteration 2Q: 3 clusters Score -9577035 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Mstep: Class 2 contains 43555 members 
Entering Unmasked Estep 
Score: -9577676.000000 Penalty: 3672.119141
	Iteration 3Q: 3 clusters Score -9577676 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35512 members 
Mstep: Class 2 contains 45215 members 
Entering Unmasked Estep 
Score: -9578410.000000 Penalty: 3672.119141
	Iteration 4Q: 3 clusters Score -9578410 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32952 members 
Mstep: Class 2 contains 47775 members 
Entering Unmasked Estep 
Score: -9579673.000000 Penalty: 3672.119141
	Iteration 5Q: 3 clusters Score -9579673 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 51445 members 
Entering Unmasked Estep 
Score: -9581872.000000 Penalty: 3672.119141
	Iteration 6Q: 3 clusters Score -9581872 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 56302 members 
Entering Unmasked Estep 
Score: -9585520.000000 Penalty: 3672.119141
	Iteration 7F: 3 clusters Score -9585520 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 62026 members 
Entering Unmasked Estep 
Score: -9590486.000000 Penalty: 3672.119141
	Iteration 8F: 3 clusters Score -9590486 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 67576 members 
Entering Unmasked Estep 
Score: -9595555.000000 Penalty: 3672.119141
	Iteration 9F: 3 clusters Score -9595555 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 71976 members 
Entering Unmasked Estep 
Score: -9599594.000000 Penalty: 3672.119141
	Iteration 10F: 3 clusters Score -9599594 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 75175 members 
Entering Unmasked Estep 
Score: -9602460.000000 Penalty: 3672.119141
	Iteration 11Q: 3 clusters Score -9602460 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 77357 members 
Entering Unmasked Estep 
Score: -9604286.000000 Penalty: 3672.119141
	Iteration 12Q: 3 clusters Score -9604286 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 78797 members 
Entering Unmasked Estep 
Score: -9605524.000000 Penalty: 3672.119141
	Iteration 13Q: 3 clusters Score -9605524 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 79654 members 
Entering Unmasked Estep 
Score: -9606212.000000 Penalty: 3672.119141
	Iteration 14Q: 3 clusters Score -9606212 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 80088 members 
Entering Unmasked Estep 
Score: -9606546.000000 Penalty: 3672.119141
	Iteration 15Q: 3 clusters Score -9606546 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 80272 members 
Entering Unmasked Estep 
Score: -9606722.000000 Penalty: 3672.119141
	Iteration 16Q: 3 clusters Score -9606722 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 80366 members 
Entering Unmasked Estep 
Score: -9606813.000000 Penalty: 3672.119141
	Iteration 17Q: 3 clusters Score -9606813 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 80413 members 
Entering Unmasked Estep 
Score: -9606878.000000 Penalty: 3672.119141
	Iteration 18Q: 3 clusters Score -9606878 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 80443 members 
Entering Unmasked Estep 
Score: -9606909.000000 Penalty: 3672.119141
	Iteration 19Q: 3 clusters Score -9606909 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 80457 members 
Entering Unmasked Estep 
Score: -9606918.000000 Penalty: 3672.119141
	Iteration 20F: 3 clusters Score -9606918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 80468 members 
Entering Unmasked Estep 
Score: -9606926.000000 Penalty: 3672.119141
	Iteration 21Q: 3 clusters Score -9606926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 80476 members 
Entering Unmasked Estep 
Score: -9606941.000000 Penalty: 3672.119141
	Iteration 22Q: 3 clusters Score -9606941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 80477 members 
Entering Unmasked Estep 
Score: -9606950.000000 Penalty: 3672.119141
	Iteration 23Q: 3 clusters Score -9606950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 80483 members 
Entering Unmasked Estep 
Score: -9606952.000000 Penalty: 3672.119141
	Iteration 24Q: 3 clusters Score -9606952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 80487 members 
Entering Unmasked Estep 
Score: -9606955.000000 Penalty: 3672.119141
	Iteration 25Q: 3 clusters Score -9606955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 80492 members 
Entering Unmasked Estep 
Score: -9606955.000000 Penalty: 3672.119141
	Iteration 26Q: 3 clusters Score -9606955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 80494 members 
Entering Unmasked Estep 
Score: -9606965.000000 Penalty: 3672.119141
	Iteration 27Q: 3 clusters Score -9606965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 80496 members 
Entering Unmasked Estep 
Score: -9606966.000000 Penalty: 3672.119141
	Iteration 28Q: 3 clusters Score -9606966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 80498 members 
Entering Unmasked Estep 
Score: -9606969.000000 Penalty: 3672.119141
	Iteration 29Q: 3 clusters Score -9606969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 80501 members 
Entering Unmasked Estep 
Score: -9606974.000000 Penalty: 3672.119141
	Iteration 30Q: 3 clusters Score -9606974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 80503 members 
Entering Unmasked Estep 
Score: -9606975.000000 Penalty: 3672.119141
	Iteration 31Q: 3 clusters Score -9606975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 80503 members 
Entering Unmasked Estep 
Score: -9606975.000000 Penalty: 3672.119141
	Iteration 32F: 3 clusters Score -9606975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (76929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76929 members 
Entering Unmasked Estep 
Score: -8714365.000000 Penalty: 1828.228638
	Iteration 0F: 2 clusters Score -8714365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38593 members 
Mstep: Class 2 contains 38336 members 
Entering Unmasked Estep 
Score: -8662854.000000 Penalty: 3656.457275
	Iteration 0F: 3 clusters Score -8662854 nChanged 36610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41191 members 
Mstep: Class 2 contains 35738 members 
Entering Unmasked Estep 
Score: -8684340.000000 Penalty: 3656.457275
	Iteration 1F: 3 clusters Score -8684340 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43040 members 
Mstep: Class 2 contains 33889 members 
Entering Unmasked Estep 
Score: -8685547.000000 Penalty: 3656.457275
	Iteration 2Q: 3 clusters Score -8685547 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45617 members 
Mstep: Class 2 contains 31312 members 
Entering Unmasked Estep 
Score: -8687212.000000 Penalty: 3656.457275
	Iteration 3F: 3 clusters Score -8687212 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49145 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -8689748.000000 Penalty: 3656.457275
	Iteration 4F: 3 clusters Score -8689748 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53741 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -8693443.000000 Penalty: 3656.457275
	Iteration 5F: 3 clusters Score -8693443 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58909 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -8698093.000000 Penalty: 3656.457275
	Iteration 6F: 3 clusters Score -8698093 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63629 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -8702437.000000 Penalty: 3656.457275
	Iteration 7F: 3 clusters Score -8702437 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67323 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -8705769.000000 Penalty: 3656.457275
	Iteration 8F: 3 clusters Score -8705769 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70037 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -8708119.000000 Penalty: 3656.457275
	Iteration 9Q: 3 clusters Score -8708119 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71864 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -8709648.000000 Penalty: 3656.457275
	Iteration 10Q: 3 clusters Score -8709648 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73123 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -8710657.000000 Penalty: 3656.457275
	Iteration 11Q: 3 clusters Score -8710657 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74029 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -8711230.000000 Penalty: 3656.457275
	Iteration 12Q: 3 clusters Score -8711230 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74697 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -8711642.000000 Penalty: 3656.457275
	Iteration 13Q: 3 clusters Score -8711642 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75165 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -8711982.000000 Penalty: 3656.457275
	Iteration 14Q: 3 clusters Score -8711982 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75538 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -8712226.000000 Penalty: 3656.457275
	Iteration 15Q: 3 clusters Score -8712226 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75823 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -8712447.000000 Penalty: 3656.457275
	Iteration 16Q: 3 clusters Score -8712447 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76007 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -8712576.000000 Penalty: 3656.457275
	Iteration 17Q: 3 clusters Score -8712576 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76144 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -8712685.000000 Penalty: 3656.457275
	Iteration 18Q: 3 clusters Score -8712685 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76222 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -8712749.000000 Penalty: 3656.457275
	Iteration 19Q: 3 clusters Score -8712749 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76280 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -8712810.000000 Penalty: 3656.457275
	Iteration 20F: 3 clusters Score -8712810 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76332 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -8712820.000000 Penalty: 3656.457275
	Iteration 21Q: 3 clusters Score -8712820 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76363 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -8712830.000000 Penalty: 3656.457275
	Iteration 22Q: 3 clusters Score -8712830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76384 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -8712838.000000 Penalty: 3656.457275
	Iteration 23Q: 3 clusters Score -8712838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76394 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -8712836.000000 Penalty: 3656.457275
	Iteration 24Q: 3 clusters Score -8712836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76404 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -8712839.000000 Penalty: 3656.457275
	Iteration 25Q: 3 clusters Score -8712839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76412 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -8712846.000000 Penalty: 3656.457275
	Iteration 26Q: 3 clusters Score -8712846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76417 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -8712844.000000 Penalty: 3656.457275
	Iteration 27Q: 3 clusters Score -8712844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76420 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -8712848.000000 Penalty: 3656.457275
	Iteration 28Q: 3 clusters Score -8712848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76426 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -8712855.000000 Penalty: 3656.457275
	Iteration 29Q: 3 clusters Score -8712855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76429 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -8712858.000000 Penalty: 3656.457275
	Iteration 30Q: 3 clusters Score -8712858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76433 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -8712855.000000 Penalty: 3656.457275
	Iteration 31Q: 3 clusters Score -8712855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76437 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -8712854.000000 Penalty: 3656.457275
	Iteration 32Q: 3 clusters Score -8712854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76440 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -8712859.000000 Penalty: 3656.457275
	Iteration 33Q: 3 clusters Score -8712859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76442 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -8712856.000000 Penalty: 3656.457275
	Iteration 34Q: 3 clusters Score -8712856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76441 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -8712861.000000 Penalty: 3656.457275
	Iteration 35Q: 3 clusters Score -8712861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76442 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -8712860.000000 Penalty: 3656.457275
	Iteration 36Q: 3 clusters Score -8712860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76441 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -8712860.000000 Penalty: 3656.457275
	Iteration 37Q: 3 clusters Score -8712860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76441 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -8712860.000000 Penalty: 3656.457275
	Iteration 38F: 3 clusters Score -8712860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Entering Unmasked Estep 
Score: -709272.687500 Penalty: 1414.777710
	Iteration 0F: 2 clusters Score -709272.7 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 3066 members 
Entering Unmasked Estep 
Score: -704695.687500 Penalty: 2829.555420
	Iteration 0F: 3 clusters Score -704695.7 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -705918.437500 Penalty: 2829.555420
	Iteration 1F: 3 clusters Score -705918.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -706105.125000 Penalty: 2829.555420
	Iteration 2F: 3 clusters Score -706105.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -706233.562500 Penalty: 2829.555420
	Iteration 3Q: 3 clusters Score -706233.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -706343.062500 Penalty: 2829.555420
	Iteration 4Q: 3 clusters Score -706343.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -706454.937500 Penalty: 2829.555420
	Iteration 5Q: 3 clusters Score -706454.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -706616.812500 Penalty: 2829.555420
	Iteration 6Q: 3 clusters Score -706616.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -706799.937500 Penalty: 2829.555420
	Iteration 7Q: 3 clusters Score -706799.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -706971.000000 Penalty: 2829.555420
	Iteration 8Q: 3 clusters Score -706971 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -707107.875000 Penalty: 2829.555420
	Iteration 9Q: 3 clusters Score -707107.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -707250.437500 Penalty: 2829.555420
	Iteration 10Q: 3 clusters Score -707250.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -707372.812500 Penalty: 2829.555420
	Iteration 11Q: 3 clusters Score -707372.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -707470.625000 Penalty: 2829.555420
	Iteration 12Q: 3 clusters Score -707470.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -707560.312500 Penalty: 2829.555420
	Iteration 13Q: 3 clusters Score -707560.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -707638.312500 Penalty: 2829.555420
	Iteration 14Q: 3 clusters Score -707638.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -707713.312500 Penalty: 2829.555420
	Iteration 15Q: 3 clusters Score -707713.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -707783.187500 Penalty: 2829.555420
	Iteration 16Q: 3 clusters Score -707783.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -707855.125000 Penalty: 2829.555420
	Iteration 17Q: 3 clusters Score -707855.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -707906.750000 Penalty: 2829.555420
	Iteration 18Q: 3 clusters Score -707906.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -707957.562500 Penalty: 2829.555420
	Iteration 19Q: 3 clusters Score -707957.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -707994.562500 Penalty: 2829.555420
	Iteration 20F: 3 clusters Score -707994.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -708036.750000 Penalty: 2829.555420
	Iteration 21Q: 3 clusters Score -708036.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -708069.625000 Penalty: 2829.555420
	Iteration 22Q: 3 clusters Score -708069.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -708094.437500 Penalty: 2829.555420
	Iteration 23Q: 3 clusters Score -708094.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -708117.437500 Penalty: 2829.555420
	Iteration 24Q: 3 clusters Score -708117.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -708136.687500 Penalty: 2829.555420
	Iteration 25Q: 3 clusters Score -708136.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -708154.375000 Penalty: 2829.555420
	Iteration 26Q: 3 clusters Score -708154.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -708166.187500 Penalty: 2829.555420
	Iteration 27Q: 3 clusters Score -708166.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -708182.062500 Penalty: 2829.555420
	Iteration 28Q: 3 clusters Score -708182.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -708195.500000 Penalty: 2829.555420
	Iteration 29Q: 3 clusters Score -708195.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -708210.875000 Penalty: 2829.555420
	Iteration 30Q: 3 clusters Score -708210.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -708224.375000 Penalty: 2829.555420
	Iteration 31Q: 3 clusters Score -708224.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -708234.312500 Penalty: 2829.555420
	Iteration 32Q: 3 clusters Score -708234.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -708244.125000 Penalty: 2829.555420
	Iteration 33Q: 3 clusters Score -708244.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -708258.312500 Penalty: 2829.555420
	Iteration 34Q: 3 clusters Score -708258.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -708272.750000 Penalty: 2829.555420
	Iteration 35Q: 3 clusters Score -708272.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -708285.562500 Penalty: 2829.555420
	Iteration 36Q: 3 clusters Score -708285.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -708294.187500 Penalty: 2829.555420
	Iteration 37Q: 3 clusters Score -708294.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -708303.250000 Penalty: 2829.555420
	Iteration 38Q: 3 clusters Score -708303.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -708313.562500 Penalty: 2829.555420
	Iteration 39Q: 3 clusters Score -708313.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -708320.562500 Penalty: 2829.555420
	Iteration 40F: 3 clusters Score -708320.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -708324.687500 Penalty: 2829.555420
	Iteration 41Q: 3 clusters Score -708324.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -708326.500000 Penalty: 2829.555420
	Iteration 42Q: 3 clusters Score -708326.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -708328.312500 Penalty: 2829.555420
	Iteration 43Q: 3 clusters Score -708328.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -708328.000000 Penalty: 2829.555420
	Iteration 44Q: 3 clusters Score -708328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -708329.625000 Penalty: 2829.555420
	Iteration 45Q: 3 clusters Score -708329.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -708329.375000 Penalty: 2829.555420
	Iteration 46Q: 3 clusters Score -708329.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -708329.375000 Penalty: 2829.555420
	Iteration 47F: 3 clusters Score -708329.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (114476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114476 members 
Entering Unmasked Estep 
Score: -13580173.000000 Penalty: 1892.819702
	Iteration 0F: 2 clusters Score -1.358017e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57095 members 
Mstep: Class 2 contains 57381 members 
Entering Unmasked Estep 
Score: -13507883.000000 Penalty: 3785.639404
	Iteration 0F: 3 clusters Score -1.350788e+07 nChanged 55029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55232 members 
Mstep: Class 2 contains 59244 members 
Entering Unmasked Estep 
Score: -13539729.000000 Penalty: 3785.639404
	Iteration 1F: 3 clusters Score -1.353973e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54462 members 
Mstep: Class 2 contains 60014 members 
Entering Unmasked Estep 
Score: -13540629.000000 Penalty: 3785.639404
	Iteration 2Q: 3 clusters Score -1.354063e+07 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53238 members 
Mstep: Class 2 contains 61238 members 
Entering Unmasked Estep 
Score: -13541681.000000 Penalty: 3785.639404
	Iteration 3Q: 3 clusters Score -1.354168e+07 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51530 members 
Mstep: Class 2 contains 62946 members 
Entering Unmasked Estep 
Score: -13543356.000000 Penalty: 3785.639404
	Iteration 4Q: 3 clusters Score -1.354336e+07 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49073 members 
Mstep: Class 2 contains 65403 members 
Entering Unmasked Estep 
Score: -13546524.000000 Penalty: 3785.639404
	Iteration 5Q: 3 clusters Score -1.354652e+07 nChanged 6846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46033 members 
Mstep: Class 2 contains 68443 members 
Entering Unmasked Estep 
Score: -13551764.000000 Penalty: 3785.639404
	Iteration 6F: 3 clusters Score -1.355176e+07 nChanged 8105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43236 members 
Mstep: Class 2 contains 71240 members 
Entering Unmasked Estep 
Score: -13560134.000000 Penalty: 3785.639404
	Iteration 7F: 3 clusters Score -1.356013e+07 nChanged 8485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41543 members 
Mstep: Class 2 contains 72933 members 
Entering Unmasked Estep 
Score: -13568761.000000 Penalty: 3785.639404
	Iteration 8F: 3 clusters Score -1.356876e+07 nChanged 6757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40708 members 
Mstep: Class 2 contains 73768 members 
Entering Unmasked Estep 
Score: -13574086.000000 Penalty: 3785.639404
	Iteration 9F: 3 clusters Score -1.357409e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40367 members 
Mstep: Class 2 contains 74109 members 
Entering Unmasked Estep 
Score: -13576776.000000 Penalty: 3785.639404
	Iteration 10Q: 3 clusters Score -1.357678e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40104 members 
Mstep: Class 2 contains 74372 members 
Entering Unmasked Estep 
Score: -13578729.000000 Penalty: 3785.639404
	Iteration 11Q: 3 clusters Score -1.357873e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39691 members 
Mstep: Class 2 contains 74785 members 
Entering Unmasked Estep 
Score: -13580078.000000 Penalty: 3785.639404
	Iteration 12Q: 3 clusters Score -1.358008e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39142 members 
Mstep: Class 2 contains 75334 members 
Entering Unmasked Estep 
Score: -13580988.000000 Penalty: 3785.639404
	Iteration 13Q: 3 clusters Score -1.358099e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38702 members 
Mstep: Class 2 contains 75774 members 
Entering Unmasked Estep 
Score: -13581377.000000 Penalty: 3785.639404
	Iteration 14Q: 3 clusters Score -1.358138e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 76322 members 
Entering Unmasked Estep 
Score: -13581614.000000 Penalty: 3785.639404
	Iteration 15Q: 3 clusters Score -1.358161e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37618 members 
Mstep: Class 2 contains 76858 members 
Entering Unmasked Estep 
Score: -13581745.000000 Penalty: 3785.639404
	Iteration 16Q: 3 clusters Score -1.358174e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37028 members 
Mstep: Class 2 contains 77448 members 
Entering Unmasked Estep 
Score: -13581817.000000 Penalty: 3785.639404
	Iteration 17Q: 3 clusters Score -1.358182e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36542 members 
Mstep: Class 2 contains 77934 members 
Entering Unmasked Estep 
Score: -13581893.000000 Penalty: 3785.639404
	Iteration 18Q: 3 clusters Score -1.358189e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36084 members 
Mstep: Class 2 contains 78392 members 
Entering Unmasked Estep 
Score: -13581872.000000 Penalty: 3785.639404
	Iteration 19Q: 3 clusters Score -1.358187e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 78691 members 
Entering Unmasked Estep 
Score: -13581890.000000 Penalty: 3785.639404
	Iteration 20F: 3 clusters Score -1.358189e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35406 members 
Mstep: Class 2 contains 79070 members 
Entering Unmasked Estep 
Score: -13581867.000000 Penalty: 3785.639404
	Iteration 21Q: 3 clusters Score -1.358187e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34935 members 
Mstep: Class 2 contains 79541 members 
Entering Unmasked Estep 
Score: -13581875.000000 Penalty: 3785.639404
	Iteration 22Q: 3 clusters Score -1.358188e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 79836 members 
Entering Unmasked Estep 
Score: -13581870.000000 Penalty: 3785.639404
	Iteration 23Q: 3 clusters Score -1.358187e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 80213 members 
Entering Unmasked Estep 
Score: -13581901.000000 Penalty: 3785.639404
	Iteration 24Q: 3 clusters Score -1.35819e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33753 members 
Mstep: Class 2 contains 80723 members 
Entering Unmasked Estep 
Score: -13581862.000000 Penalty: 3785.639404
	Iteration 25Q: 3 clusters Score -1.358186e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33101 members 
Mstep: Class 2 contains 81375 members 
Entering Unmasked Estep 
Score: -13581847.000000 Penalty: 3785.639404
	Iteration 26Q: 3 clusters Score -1.358185e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32836 members 
Mstep: Class 2 contains 81640 members 
Entering Unmasked Estep 
Score: -13581895.000000 Penalty: 3785.639404
	Iteration 27Q: 3 clusters Score -1.35819e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 81931 members 
Entering Unmasked Estep 
Score: -13581915.000000 Penalty: 3785.639404
	Iteration 28Q: 3 clusters Score -1.358192e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32085 members 
Mstep: Class 2 contains 82391 members 
Entering Unmasked Estep 
Score: -13581925.000000 Penalty: 3785.639404
	Iteration 29Q: 3 clusters Score -1.358192e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31731 members 
Mstep: Class 2 contains 82745 members 
Entering Unmasked Estep 
Score: -13581856.000000 Penalty: 3785.639404
	Iteration 30Q: 3 clusters Score -1.358186e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 83214 members 
Entering Unmasked Estep 
Score: -13581855.000000 Penalty: 3785.639404
	Iteration 31Q: 3 clusters Score -1.358186e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30889 members 
Mstep: Class 2 contains 83587 members 
Entering Unmasked Estep 
Score: -13581841.000000 Penalty: 3785.639404
	Iteration 32Q: 3 clusters Score -1.358184e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30546 members 
Mstep: Class 2 contains 83930 members 
Entering Unmasked Estep 
Score: -13581866.000000 Penalty: 3785.639404
	Iteration 33Q: 3 clusters Score -1.358187e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30015 members 
Mstep: Class 2 contains 84461 members 
Entering Unmasked Estep 
Score: -13581795.000000 Penalty: 3785.639404
	Iteration 34Q: 3 clusters Score -1.35818e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29701 members 
Mstep: Class 2 contains 84775 members 
Entering Unmasked Estep 
Score: -13581785.000000 Penalty: 3785.639404
	Iteration 35Q: 3 clusters Score -1.358178e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 85177 members 
Entering Unmasked Estep 
Score: -13581764.000000 Penalty: 3785.639404
	Iteration 36Q: 3 clusters Score -1.358176e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 85520 members 
Entering Unmasked Estep 
Score: -13581756.000000 Penalty: 3785.639404
	Iteration 37Q: 3 clusters Score -1.358176e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 85858 members 
Entering Unmasked Estep 
Score: -13581728.000000 Penalty: 3785.639404
	Iteration 38Q: 3 clusters Score -1.358173e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 86011 members 
Entering Unmasked Estep 
Score: -13581716.000000 Penalty: 3785.639404
	Iteration 39Q: 3 clusters Score -1.358172e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 86372 members 
Entering Unmasked Estep 
Score: -13581682.000000 Penalty: 3785.639404
	Iteration 40F: 3 clusters Score -1.358168e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 86854 members 
Entering Unmasked Estep 
Score: -13581682.000000 Penalty: 3785.639404
	Iteration 41Q: 3 clusters Score -1.358168e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 87299 members 
Entering Unmasked Estep 
Score: -13581739.000000 Penalty: 3785.639404
	Iteration 42Q: 3 clusters Score -1.358174e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 87634 members 
Entering Unmasked Estep 
Score: -13581698.000000 Penalty: 3785.639404
	Iteration 43Q: 3 clusters Score -1.35817e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 87995 members 
Entering Unmasked Estep 
Score: -13581703.000000 Penalty: 3785.639404
	Iteration 44Q: 3 clusters Score -1.35817e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 88240 members 
Entering Unmasked Estep 
Score: -13581684.000000 Penalty: 3785.639404
	Iteration 45Q: 3 clusters Score -1.358168e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 88475 members 
Entering Unmasked Estep 
Score: -13581658.000000 Penalty: 3785.639404
	Iteration 46Q: 3 clusters Score -1.358166e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 88938 members 
Entering Unmasked Estep 
Score: -13581682.000000 Penalty: 3785.639404
	Iteration 47Q: 3 clusters Score -1.358168e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 89191 members 
Entering Unmasked Estep 
Score: -13581632.000000 Penalty: 3785.639404
	Iteration 48Q: 3 clusters Score -1.358163e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 89435 members 
Entering Unmasked Estep 
Score: -13581623.000000 Penalty: 3785.639404
	Iteration 49Q: 3 clusters Score -1.358162e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 89728 members 
Entering Unmasked Estep 
Score: -13581558.000000 Penalty: 3785.639404
	Iteration 50Q: 3 clusters Score -1.358156e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 89864 members 
Entering Unmasked Estep 
Score: -13581527.000000 Penalty: 3785.639404
	Iteration 51Q: 3 clusters Score -1.358153e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 89886 members 
Entering Unmasked Estep 
Score: -13581505.000000 Penalty: 3785.639404
	Iteration 52Q: 3 clusters Score -1.35815e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 90091 members 
Entering Unmasked Estep 
Score: -13581458.000000 Penalty: 3785.639404
	Iteration 53Q: 3 clusters Score -1.358146e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 90295 members 
Entering Unmasked Estep 
Score: -13581426.000000 Penalty: 3785.639404
	Iteration 54Q: 3 clusters Score -1.358143e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 90552 members 
Entering Unmasked Estep 
Score: -13581383.000000 Penalty: 3785.639404
	Iteration 55Q: 3 clusters Score -1.358138e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 90644 members 
Entering Unmasked Estep 
Score: -13581385.000000 Penalty: 3785.639404
	Iteration 56Q: 3 clusters Score -1.358138e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 90798 members 
Entering Unmasked Estep 
Score: -13581379.000000 Penalty: 3785.639404
	Iteration 57Q: 3 clusters Score -1.358138e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 90812 members 
Entering Unmasked Estep 
Score: -13581362.000000 Penalty: 3785.639404
	Iteration 58Q: 3 clusters Score -1.358136e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 90997 members 
Entering Unmasked Estep 
Score: -13581373.000000 Penalty: 3785.639404
	Iteration 59Q: 3 clusters Score -1.358137e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 91082 members 
Entering Unmasked Estep 
Score: -13581340.000000 Penalty: 3785.639404
	Iteration 60F: 3 clusters Score -1.358134e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 91088 members 
Entering Unmasked Estep 
Score: -13581345.000000 Penalty: 3785.639404
	Iteration 61Q: 3 clusters Score -1.358134e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 91069 members 
Entering Unmasked Estep 
Score: -13581353.000000 Penalty: 3785.639404
	Iteration 62Q: 3 clusters Score -1.358135e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 91080 members 
Entering Unmasked Estep 
Score: -13581354.000000 Penalty: 3785.639404
	Iteration 63Q: 3 clusters Score -1.358135e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 91072 members 
Entering Unmasked Estep 
Score: -13581348.000000 Penalty: 3785.639404
	Iteration 64Q: 3 clusters Score -1.358135e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 91087 members 
Entering Unmasked Estep 
Score: -13581335.000000 Penalty: 3785.639404
	Iteration 65Q: 3 clusters Score -1.358134e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 91141 members 
Entering Unmasked Estep 
Score: -13581312.000000 Penalty: 3785.639404
	Iteration 66Q: 3 clusters Score -1.358131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 91141 members 
Entering Unmasked Estep 
Score: -13581311.000000 Penalty: 3785.639404
	Iteration 67Q: 3 clusters Score -1.358131e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 91151 members 
Entering Unmasked Estep 
Score: -13581314.000000 Penalty: 3785.639404
	Iteration 68Q: 3 clusters Score -1.358131e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 91140 members 
Entering Unmasked Estep 
Score: -13581299.000000 Penalty: 3785.639404
	Iteration 69Q: 3 clusters Score -1.35813e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 91087 members 
Entering Unmasked Estep 
Score: -13581327.000000 Penalty: 3785.639404
	Iteration 70Q: 3 clusters Score -1.358133e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 91139 members 
Entering Unmasked Estep 
Score: -13581321.000000 Penalty: 3785.639404
	Iteration 71Q: 3 clusters Score -1.358132e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 91139 members 
Entering Unmasked Estep 
Score: -13581301.000000 Penalty: 3785.639404
	Iteration 72Q: 3 clusters Score -1.35813e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 91148 members 
Entering Unmasked Estep 
Score: -13581310.000000 Penalty: 3785.639404
	Iteration 73Q: 3 clusters Score -1.358131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 91150 members 
Entering Unmasked Estep 
Score: -13581313.000000 Penalty: 3785.639404
	Iteration 74Q: 3 clusters Score -1.358131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 91153 members 
Entering Unmasked Estep 
Score: -13581300.000000 Penalty: 3785.639404
	Iteration 75Q: 3 clusters Score -1.35813e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 91158 members 
Entering Unmasked Estep 
Score: -13581284.000000 Penalty: 3785.639404
	Iteration 76Q: 3 clusters Score -1.358128e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 91194 members 
Entering Unmasked Estep 
Score: -13581282.000000 Penalty: 3785.639404
	Iteration 77Q: 3 clusters Score -1.358128e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 91220 members 
Entering Unmasked Estep 
Score: -13581290.000000 Penalty: 3785.639404
	Iteration 78Q: 3 clusters Score -1.358129e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 91222 members 
Entering Unmasked Estep 
Score: -13581287.000000 Penalty: 3785.639404
	Iteration 79Q: 3 clusters Score -1.358129e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 91205 members 
Entering Unmasked Estep 
Score: -13581274.000000 Penalty: 3785.639404
	Iteration 80F: 3 clusters Score -1.358127e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 91187 members 
Entering Unmasked Estep 
Score: -13581285.000000 Penalty: 3785.639404
	Iteration 81Q: 3 clusters Score -1.358128e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 91213 members 
Entering Unmasked Estep 
Score: -13581284.000000 Penalty: 3785.639404
	Iteration 82Q: 3 clusters Score -1.358128e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 91199 members 
Entering Unmasked Estep 
Score: -13581283.000000 Penalty: 3785.639404
	Iteration 83Q: 3 clusters Score -1.358128e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 91227 members 
Entering Unmasked Estep 
Score: -13581265.000000 Penalty: 3785.639404
	Iteration 84Q: 3 clusters Score -1.358126e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 91272 members 
Entering Unmasked Estep 
Score: -13581279.000000 Penalty: 3785.639404
	Iteration 85Q: 3 clusters Score -1.358128e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 91252 members 
Entering Unmasked Estep 
Score: -13581267.000000 Penalty: 3785.639404
	Iteration 86Q: 3 clusters Score -1.358127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 91254 members 
Entering Unmasked Estep 
Score: -13581252.000000 Penalty: 3785.639404
	Iteration 87Q: 3 clusters Score -1.358125e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 91282 members 
Entering Unmasked Estep 
Score: -13581263.000000 Penalty: 3785.639404
	Iteration 88Q: 3 clusters Score -1.358126e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 91277 members 
Entering Unmasked Estep 
Score: -13581284.000000 Penalty: 3785.639404
	Iteration 89Q: 3 clusters Score -1.358128e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 91254 members 
Entering Unmasked Estep 
Score: -13581267.000000 Penalty: 3785.639404
	Iteration 90Q: 3 clusters Score -1.358127e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 91274 members 
Entering Unmasked Estep 
Score: -13581277.000000 Penalty: 3785.639404
	Iteration 91Q: 3 clusters Score -1.358128e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 91218 members 
Entering Unmasked Estep 
Score: -13581259.000000 Penalty: 3785.639404
	Iteration 92Q: 3 clusters Score -1.358126e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 91199 members 
Entering Unmasked Estep 
Score: -13581264.000000 Penalty: 3785.639404
	Iteration 93Q: 3 clusters Score -1.358126e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 91256 members 
Entering Unmasked Estep 
Score: -13581278.000000 Penalty: 3785.639404
	Iteration 94Q: 3 clusters Score -1.358128e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 91258 members 
Entering Unmasked Estep 
Score: -13581267.000000 Penalty: 3785.639404
	Iteration 95Q: 3 clusters Score -1.358127e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 91256 members 
Entering Unmasked Estep 
Score: -13581263.000000 Penalty: 3785.639404
	Iteration 96Q: 3 clusters Score -1.358126e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 91254 members 
Entering Unmasked Estep 
Score: -13581250.000000 Penalty: 3785.639404
	Iteration 97Q: 3 clusters Score -1.358125e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 91276 members 
Entering Unmasked Estep 
Score: -13581260.000000 Penalty: 3785.639404
	Iteration 98Q: 3 clusters Score -1.358126e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 91265 members 
Entering Unmasked Estep 
Score: -13581262.000000 Penalty: 3785.639404
	Iteration 99Q: 3 clusters Score -1.358126e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 91265 members 
Entering Unmasked Estep 
Score: -13581262.000000 Penalty: 3785.639404
	Iteration 100F: 3 clusters Score -1.358126e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 86676 members 
Mstep: Class 2 contains 44824 members 
Mstep: Class 3 contains 8039 members 
Mstep: Class 4 contains 11317 members 
Mstep: Class 5 contains 113077 members 
Mstep: Class 6 contains 43778 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 86708 members 
Mstep: Class 9 contains 197209 members 
Mstep: Class 10 contains 47670 members 
Mstep: Class 11 contains 11256 members 
Mstep: Class 12 contains 9603 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 639 members 
Mstep: Class 15 contains 91265 members 
Mstep: Class 16 contains 19452 members 
Mstep: Class 17 contains 15851 members 
Mstep: Class 18 contains 12921 members 
Mstep: Class 19 contains 113127 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1463 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 75097 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 8709 members 
Mstep: Class 29 contains 80727 members 
Mstep: Class 30 contains 76929 members 
Mstep: Class 31 contains 6041 members 
Mstep: Class 32 contains 23211 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3829 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 28906 members 
Mstep: Class 37 contains 104247 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 3617 members 
Mstep: Class 41 contains 27783 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 81562 members 
Mstep: Class 44 contains 99294 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 15565 members 
Mstep: Class 50 contains 99795 members 
Mstep: Class 51 contains 63623 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
Score: -194733184.000000 Penalty: 119004.437500
Splitting cluster 32 changes total score from -194732288.000000 to -194733184.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 33 (369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Entering Unmasked Estep 
Score: -27784.828125 Penalty: 960.504456
	Iteration 0F: 2 clusters Score -27784.83 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 171 members 
Entering Unmasked Estep 
Score: -26888.732422 Penalty: 1921.008911
	Iteration 0F: 3 clusters Score -26888.73 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -27083.921875 Penalty: 1921.008911
	Iteration 1F: 3 clusters Score -27083.92 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -27149.388672 Penalty: 1921.008911
	Iteration 2F: 3 clusters Score -27149.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -27192.455078 Penalty: 1921.008911
	Iteration 3Q: 3 clusters Score -27192.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -27204.472656 Penalty: 1921.008911
	Iteration 4Q: 3 clusters Score -27204.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -27219.300781 Penalty: 1921.008911
	Iteration 5Q: 3 clusters Score -27219.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -27231.808594 Penalty: 1921.008911
	Iteration 6Q: 3 clusters Score -27231.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27235.236328 Penalty: 1921.008911
	Iteration 7Q: 3 clusters Score -27235.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27235.236328 Penalty: 1921.008911
	Iteration 8F: 3 clusters Score -27235.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Entering Unmasked Estep 
Score: -413303.937500 Penalty: 1340.683228
	Iteration 0F: 2 clusters Score -413303.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -410116.375000 Penalty: 2681.366455
	Iteration 0F: 3 clusters Score -410116.4 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -411094.312500 Penalty: 2681.366455
	Iteration 1F: 3 clusters Score -411094.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -411354.968750 Penalty: 2681.366455
	Iteration 2F: 3 clusters Score -411355 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -411562.406250 Penalty: 2681.366455
	Iteration 3F: 3 clusters Score -411562.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -411707.968750 Penalty: 2681.366455
	Iteration 4F: 3 clusters Score -411708 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -411800.031250 Penalty: 2681.366455
	Iteration 5Q: 3 clusters Score -411800 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -411866.625000 Penalty: 2681.366455
	Iteration 6Q: 3 clusters Score -411866.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -411913.437500 Penalty: 2681.366455
	Iteration 7Q: 3 clusters Score -411913.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -411945.656250 Penalty: 2681.366455
	Iteration 8Q: 3 clusters Score -411945.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -411967.781250 Penalty: 2681.366455
	Iteration 9Q: 3 clusters Score -411967.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -411982.125000 Penalty: 2681.366455
	Iteration 10Q: 3 clusters Score -411982.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -411993.437500 Penalty: 2681.366455
	Iteration 11Q: 3 clusters Score -411993.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -412002.687500 Penalty: 2681.366455
	Iteration 12Q: 3 clusters Score -412002.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -412014.062500 Penalty: 2681.366455
	Iteration 13Q: 3 clusters Score -412014.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -412026.312500 Penalty: 2681.366455
	Iteration 14Q: 3 clusters Score -412026.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -412042.093750 Penalty: 2681.366455
	Iteration 15Q: 3 clusters Score -412042.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -412058.906250 Penalty: 2681.366455
	Iteration 16Q: 3 clusters Score -412058.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -412071.093750 Penalty: 2681.366455
	Iteration 17Q: 3 clusters Score -412071.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -412082.875000 Penalty: 2681.366455
	Iteration 18Q: 3 clusters Score -412082.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -412093.562500 Penalty: 2681.366455
	Iteration 19Q: 3 clusters Score -412093.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -412107.718750 Penalty: 2681.366455
	Iteration 20F: 3 clusters Score -412107.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -412121.375000 Penalty: 2681.366455
	Iteration 21Q: 3 clusters Score -412121.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -412131.062500 Penalty: 2681.366455
	Iteration 22Q: 3 clusters Score -412131.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -412145.250000 Penalty: 2681.366455
	Iteration 23Q: 3 clusters Score -412145.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -412158.593750 Penalty: 2681.366455
	Iteration 24Q: 3 clusters Score -412158.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -412167.281250 Penalty: 2681.366455
	Iteration 25Q: 3 clusters Score -412167.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -412175.375000 Penalty: 2681.366455
	Iteration 26Q: 3 clusters Score -412175.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -412181.375000 Penalty: 2681.366455
	Iteration 27Q: 3 clusters Score -412181.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -412185.812500 Penalty: 2681.366455
	Iteration 28Q: 3 clusters Score -412185.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -412190.250000 Penalty: 2681.366455
	Iteration 29Q: 3 clusters Score -412190.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -412193.093750 Penalty: 2681.366455
	Iteration 30Q: 3 clusters Score -412193.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -412196.500000 Penalty: 2681.366455
	Iteration 31Q: 3 clusters Score -412196.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -412199.281250 Penalty: 2681.366455
	Iteration 32Q: 3 clusters Score -412199.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -412201.000000 Penalty: 2681.366455
	Iteration 33Q: 3 clusters Score -412201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -412204.562500 Penalty: 2681.366455
	Iteration 34Q: 3 clusters Score -412204.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -412207.625000 Penalty: 2681.366455
	Iteration 35Q: 3 clusters Score -412207.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -412211.968750 Penalty: 2681.366455
	Iteration 36Q: 3 clusters Score -412212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -412216.593750 Penalty: 2681.366455
	Iteration 37Q: 3 clusters Score -412216.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -412218.000000 Penalty: 2681.366455
	Iteration 38Q: 3 clusters Score -412218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -412218.812500 Penalty: 2681.366455
	Iteration 39Q: 3 clusters Score -412218.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -412219.468750 Penalty: 2681.366455
	Iteration 40F: 3 clusters Score -412219.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Entering Unmasked Estep 
Score: -112158.507812 Penalty: 1146.488281
	Iteration 0F: 2 clusters Score -112158.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -110664.140625 Penalty: 2292.976562
	Iteration 0F: 3 clusters Score -110664.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -111016.882812 Penalty: 2292.976562
	Iteration 1F: 3 clusters Score -111016.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -111114.882812 Penalty: 2292.976562
	Iteration 2F: 3 clusters Score -111114.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -111153.093750 Penalty: 2292.976562
	Iteration 3Q: 3 clusters Score -111153.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -111183.710938 Penalty: 2292.976562
	Iteration 4Q: 3 clusters Score -111183.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -111210.734375 Penalty: 2292.976562
	Iteration 5Q: 3 clusters Score -111210.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -111233.632812 Penalty: 2292.976562
	Iteration 6Q: 3 clusters Score -111233.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -111248.796875 Penalty: 2292.976562
	Iteration 7Q: 3 clusters Score -111248.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -111262.890625 Penalty: 2292.976562
	Iteration 8Q: 3 clusters Score -111262.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -111275.828125 Penalty: 2292.976562
	Iteration 9Q: 3 clusters Score -111275.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -111288.609375 Penalty: 2292.976562
	Iteration 10Q: 3 clusters Score -111288.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -111300.046875 Penalty: 2292.976562
	Iteration 11Q: 3 clusters Score -111300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -111313.539062 Penalty: 2292.976562
	Iteration 12Q: 3 clusters Score -111313.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -111320.562500 Penalty: 2292.976562
	Iteration 13Q: 3 clusters Score -111320.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -111324.593750 Penalty: 2292.976562
	Iteration 14Q: 3 clusters Score -111324.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -111329.359375 Penalty: 2292.976562
	Iteration 15Q: 3 clusters Score -111329.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -111332.179688 Penalty: 2292.976562
	Iteration 16Q: 3 clusters Score -111332.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -111334.390625 Penalty: 2292.976562
	Iteration 17Q: 3 clusters Score -111334.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -111334.390625 Penalty: 2292.976562
	Iteration 18F: 3 clusters Score -111334.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (28906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Entering Unmasked Estep 
Score: -3357637.750000 Penalty: 1669.168335
	Iteration 0F: 2 clusters Score -3357638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -3338240.000000 Penalty: 3338.336670
	Iteration 0F: 3 clusters Score -3338240 nChanged 13149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -3345591.500000 Penalty: 3338.336670
	Iteration 1F: 3 clusters Score -3345592 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -3346040.750000 Penalty: 3338.336670
	Iteration 2Q: 3 clusters Score -3346041 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -3346692.500000 Penalty: 3338.336670
	Iteration 3Q: 3 clusters Score -3346692 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -3347702.000000 Penalty: 3338.336670
	Iteration 4F: 3 clusters Score -3347702 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -3349081.750000 Penalty: 3338.336670
	Iteration 5F: 3 clusters Score -3349082 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -3351029.500000 Penalty: 3338.336670
	Iteration 6F: 3 clusters Score -3351030 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -3353582.750000 Penalty: 3338.336670
	Iteration 7F: 3 clusters Score -3353583 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -3355806.000000 Penalty: 3338.336670
	Iteration 8F: 3 clusters Score -3355806 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -3356377.250000 Penalty: 3338.336670
	Iteration 9Q: 3 clusters Score -3356377 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -3356470.250000 Penalty: 3338.336670
	Iteration 10Q: 3 clusters Score -3356470 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -3356491.500000 Penalty: 3338.336670
	Iteration 11Q: 3 clusters Score -3356492 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -3356495.250000 Penalty: 3338.336670
	Iteration 12Q: 3 clusters Score -3356495 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -3356512.250000 Penalty: 3338.336670
	Iteration 13Q: 3 clusters Score -3356512 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -3356522.250000 Penalty: 3338.336670
	Iteration 14Q: 3 clusters Score -3356522 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -3356532.250000 Penalty: 3338.336670
	Iteration 15Q: 3 clusters Score -3356532 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -3356527.250000 Penalty: 3338.336670
	Iteration 16Q: 3 clusters Score -3356527 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -3356536.000000 Penalty: 3338.336670
	Iteration 17Q: 3 clusters Score -3356536 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -3356531.750000 Penalty: 3338.336670
	Iteration 18Q: 3 clusters Score -3356532 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -3356537.250000 Penalty: 3338.336670
	Iteration 19Q: 3 clusters Score -3356537 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -3356541.000000 Penalty: 3338.336670
	Iteration 20F: 3 clusters Score -3356541 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -3356547.000000 Penalty: 3338.336670
	Iteration 21Q: 3 clusters Score -3356547 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -3356530.750000 Penalty: 3338.336670
	Iteration 22Q: 3 clusters Score -3356531 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -3356533.500000 Penalty: 3338.336670
	Iteration 23Q: 3 clusters Score -3356534 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -3356534.500000 Penalty: 3338.336670
	Iteration 24Q: 3 clusters Score -3356534 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -3356540.500000 Penalty: 3338.336670
	Iteration 25Q: 3 clusters Score -3356540 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -3356540.750000 Penalty: 3338.336670
	Iteration 26Q: 3 clusters Score -3356541 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -3356541.750000 Penalty: 3338.336670
	Iteration 27Q: 3 clusters Score -3356542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -3356545.750000 Penalty: 3338.336670
	Iteration 28Q: 3 clusters Score -3356546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -3356546.000000 Penalty: 3338.336670
	Iteration 29Q: 3 clusters Score -3356546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -3356544.250000 Penalty: 3338.336670
	Iteration 30Q: 3 clusters Score -3356544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -3356553.750000 Penalty: 3338.336670
	Iteration 31Q: 3 clusters Score -3356554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -3356548.500000 Penalty: 3338.336670
	Iteration 32Q: 3 clusters Score -3356548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -3356548.750000 Penalty: 3338.336670
	Iteration 33Q: 3 clusters Score -3356549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -3356550.250000 Penalty: 3338.336670
	Iteration 34Q: 3 clusters Score -3356550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -3356556.250000 Penalty: 3338.336670
	Iteration 35Q: 3 clusters Score -3356556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -3356551.750000 Penalty: 3338.336670
	Iteration 36Q: 3 clusters Score -3356552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -3356550.500000 Penalty: 3338.336670
	Iteration 37Q: 3 clusters Score -3356550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -3356552.250000 Penalty: 3338.336670
	Iteration 38Q: 3 clusters Score -3356552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -3356556.250000 Penalty: 3338.336670
	Iteration 39Q: 3 clusters Score -3356556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -3356556.250000 Penalty: 3338.336670
	Iteration 40F: 3 clusters Score -3356556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -3356561.000000 Penalty: 3338.336670
	Iteration 41Q: 3 clusters Score -3356561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -3356563.250000 Penalty: 3338.336670
	Iteration 42Q: 3 clusters Score -3356563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -3356563.500000 Penalty: 3338.336670
	Iteration 43Q: 3 clusters Score -3356564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -3356564.750000 Penalty: 3338.336670
	Iteration 44Q: 3 clusters Score -3356565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -3356567.500000 Penalty: 3338.336670
	Iteration 45Q: 3 clusters Score -3356568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -3356565.750000 Penalty: 3338.336670
	Iteration 46Q: 3 clusters Score -3356566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -3356562.750000 Penalty: 3338.336670
	Iteration 47Q: 3 clusters Score -3356563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -3356568.000000 Penalty: 3338.336670
	Iteration 48Q: 3 clusters Score -3356568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -3356564.750000 Penalty: 3338.336670
	Iteration 49Q: 3 clusters Score -3356565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -3356567.000000 Penalty: 3338.336670
	Iteration 50Q: 3 clusters Score -3356567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -3356567.750000 Penalty: 3338.336670
	Iteration 51Q: 3 clusters Score -3356568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -3356565.250000 Penalty: 3338.336670
	Iteration 52Q: 3 clusters Score -3356565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -3356568.000000 Penalty: 3338.336670
	Iteration 53Q: 3 clusters Score -3356568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -3356565.750000 Penalty: 3338.336670
	Iteration 54Q: 3 clusters Score -3356566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -3356565.250000 Penalty: 3338.336670
	Iteration 55Q: 3 clusters Score -3356565 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -3356569.500000 Penalty: 3338.336670
	Iteration 56Q: 3 clusters Score -3356570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -3356565.000000 Penalty: 3338.336670
	Iteration 57Q: 3 clusters Score -3356565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -3356571.500000 Penalty: 3338.336670
	Iteration 58Q: 3 clusters Score -3356572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -3356567.250000 Penalty: 3338.336670
	Iteration 59Q: 3 clusters Score -3356567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -3356569.250000 Penalty: 3338.336670
	Iteration 60F: 3 clusters Score -3356569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -3356570.750000 Penalty: 3338.336670
	Iteration 61Q: 3 clusters Score -3356571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -3356564.500000 Penalty: 3338.336670
	Iteration 62Q: 3 clusters Score -3356564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -3356567.500000 Penalty: 3338.336670
	Iteration 63Q: 3 clusters Score -3356568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -3356571.250000 Penalty: 3338.336670
	Iteration 64Q: 3 clusters Score -3356571 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -3356570.500000 Penalty: 3338.336670
	Iteration 65Q: 3 clusters Score -3356570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -3356573.750000 Penalty: 3338.336670
	Iteration 66Q: 3 clusters Score -3356574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3356568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3356568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3356574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3356584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3356586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3356582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3356581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3356582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -3356578.750000 Penalty: 3338.336670
	Iteration 75Q: 3 clusters Score -3356579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -3356582.000000 Penalty: 3338.336670
	Iteration 76Q: 3 clusters Score -3356582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -3356579.500000 Penalty: 3338.336670
	Iteration 77Q: 3 clusters Score -3356580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -3356581.000000 Penalty: 3338.336670
	Iteration 78Q: 3 clusters Score -3356581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -3356581.250000 Penalty: 3338.336670
	Iteration 79Q: 3 clusters Score -3356581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -3356576.500000 Penalty: 3338.336670
	Iteration 80F: 3 clusters Score -3356576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -3356581.500000 Penalty: 3338.336670
	Iteration 81Q: 3 clusters Score -3356582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -3356581.250000 Penalty: 3338.336670
	Iteration 82Q: 3 clusters Score -3356581 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -3356585.500000 Penalty: 3338.336670
	Iteration 83Q: 3 clusters Score -3356586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -3356590.000000 Penalty: 3338.336670
	Iteration 84Q: 3 clusters Score -3356590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -3356590.250000 Penalty: 3338.336670
	Iteration 85Q: 3 clusters Score -3356590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -3356589.500000 Penalty: 3338.336670
	Iteration 86Q: 3 clusters Score -3356590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -3356593.250000 Penalty: 3338.336670
	Iteration 87Q: 3 clusters Score -3356593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -3356593.000000 Penalty: 3338.336670
	Iteration 88Q: 3 clusters Score -3356593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -3356587.750000 Penalty: 3338.336670
	Iteration 89Q: 3 clusters Score -3356588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -3356588.250000 Penalty: 3338.336670
	Iteration 90Q: 3 clusters Score -3356588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -3356588.000000 Penalty: 3338.336670
	Iteration 91Q: 3 clusters Score -3356588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -3356587.750000 Penalty: 3338.336670
	Iteration 92Q: 3 clusters Score -3356588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -3356594.500000 Penalty: 3338.336670
	Iteration 93Q: 3 clusters Score -3356594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -3356593.500000 Penalty: 3338.336670
	Iteration 94Q: 3 clusters Score -3356594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -3356596.250000 Penalty: 3338.336670
	Iteration 95Q: 3 clusters Score -3356596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -3356597.000000 Penalty: 3338.336670
	Iteration 96Q: 3 clusters Score -3356597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3356596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -3356593.750000 Penalty: 3338.336670
	Iteration 98Q: 3 clusters Score -3356594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3356598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -3356599.000000 Penalty: 3338.336670
	Iteration 100F: 3 clusters Score -3356599 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -3356599.750000 Penalty: 3338.336670
	Iteration 101Q: 3 clusters Score -3356600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -3356600.250000 Penalty: 3338.336670
	Iteration 102Q: 3 clusters Score -3356600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -3356594.000000 Penalty: 3338.336670
	Iteration 103Q: 3 clusters Score -3356594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -3356592.250000 Penalty: 3338.336670
	Iteration 104Q: 3 clusters Score -3356592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -3356594.750000 Penalty: 3338.336670
	Iteration 105Q: 3 clusters Score -3356595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -3356595.250000 Penalty: 3338.336670
	Iteration 106Q: 3 clusters Score -3356595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -3356594.000000 Penalty: 3338.336670
	Iteration 107Q: 3 clusters Score -3356594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -3356599.500000 Penalty: 3338.336670
	Iteration 108Q: 3 clusters Score -3356600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -3356597.250000 Penalty: 3338.336670
	Iteration 109Q: 3 clusters Score -3356597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -3356599.750000 Penalty: 3338.336670
	Iteration 110Q: 3 clusters Score -3356600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -3356597.750000 Penalty: 3338.336670
	Iteration 111Q: 3 clusters Score -3356598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3356597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -3356599.500000 Penalty: 3338.336670
	Iteration 113Q: 3 clusters Score -3356600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3356596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -3356598.750000 Penalty: 3338.336670
	Iteration 115Q: 3 clusters Score -3356599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -3356596.500000 Penalty: 3338.336670
	Iteration 116Q: 3 clusters Score -3356596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3356596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3356599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -3356599.000000 Penalty: 3338.336670
	Iteration 119Q: 3 clusters Score -3356599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -3356600.750000 Penalty: 3338.336670
	Iteration 120F: 3 clusters Score -3356601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -3356597.500000 Penalty: 3338.336670
	Iteration 121Q: 3 clusters Score -3356598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3356596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3356596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
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	Iteration 124F: 3 clusters Score -3356596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (104247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104247 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -1.238472e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51901 members 
Mstep: Class 2 contains 52346 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -1.231809e+07 nChanged 49635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49398 members 
Mstep: Class 2 contains 54849 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1.234708e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47636 members 
Mstep: Class 2 contains 56611 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -1.234788e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45031 members 
Mstep: Class 2 contains 59216 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -1.234899e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41190 members 
Mstep: Class 2 contains 63057 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -1.235087e+07 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35853 members 
Mstep: Class 2 contains 68394 members 
Entering Unmasked Estep 
Score: -12354172.000000 Penalty: 3755.218506
	Iteration 5F: 3 clusters Score -1.235417e+07 nChanged 7130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28947 members 
Mstep: Class 2 contains 75300 members 
Entering Unmasked Estep 
Score: -12359639.000000 Penalty: 3755.218506
	Iteration 6F: 3 clusters Score -1.235964e+07 nChanged 7628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 82614 members 
Entering Unmasked Estep 
Score: -12366169.000000 Penalty: 3755.218506
	Iteration 7F: 3 clusters Score -1.236617e+07 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 88456 members 
Entering Unmasked Estep 
Score: -12372243.000000 Penalty: 3755.218506
	Iteration 8F: 3 clusters Score -1.237224e+07 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 91892 members 
Entering Unmasked Estep 
Score: -12376405.000000 Penalty: 3755.218506
	Iteration 9Q: 3 clusters Score -1.23764e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 93397 members 
Entering Unmasked Estep 
Score: -12378586.000000 Penalty: 3755.218506
	Iteration 10Q: 3 clusters Score -1.237859e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 94114 members 
Entering Unmasked Estep 
Score: -12379650.000000 Penalty: 3755.218506
	Iteration 11Q: 3 clusters Score -1.237965e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 94521 members 
Entering Unmasked Estep 
Score: -12380195.000000 Penalty: 3755.218506
	Iteration 12Q: 3 clusters Score -1.23802e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 94803 members 
Entering Unmasked Estep 
Score: -12380472.000000 Penalty: 3755.218506
	Iteration 13Q: 3 clusters Score -1.238047e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 94915 members 
Entering Unmasked Estep 
Score: -12380633.000000 Penalty: 3755.218506
	Iteration 14Q: 3 clusters Score -1.238063e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 94981 members 
Entering Unmasked Estep 
Score: -12380814.000000 Penalty: 3755.218506
	Iteration 15Q: 3 clusters Score -1.238081e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 94988 members 
Entering Unmasked Estep 
Score: -12380978.000000 Penalty: 3755.218506
	Iteration 16Q: 3 clusters Score -1.238098e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 94906 members 
Entering Unmasked Estep 
Score: -12381097.000000 Penalty: 3755.218506
	Iteration 17Q: 3 clusters Score -1.23811e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 94794 members 
Entering Unmasked Estep 
Score: -12381360.000000 Penalty: 3755.218506
	Iteration 18Q: 3 clusters Score -1.238136e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 94682 members 
Entering Unmasked Estep 
Score: -12381529.000000 Penalty: 3755.218506
	Iteration 19Q: 3 clusters Score -1.238153e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 94553 members 
Entering Unmasked Estep 
Score: -12381631.000000 Penalty: 3755.218506
	Iteration 20F: 3 clusters Score -1.238163e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 94478 members 
Entering Unmasked Estep 
Score: -12381734.000000 Penalty: 3755.218506
	Iteration 21Q: 3 clusters Score -1.238173e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 94415 members 
Entering Unmasked Estep 
Score: -12381814.000000 Penalty: 3755.218506
	Iteration 22Q: 3 clusters Score -1.238181e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 94364 members 
Entering Unmasked Estep 
Score: -12381966.000000 Penalty: 3755.218506
	Iteration 23Q: 3 clusters Score -1.238197e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 94389 members 
Entering Unmasked Estep 
Score: -12382021.000000 Penalty: 3755.218506
	Iteration 24Q: 3 clusters Score -1.238202e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 94371 members 
Entering Unmasked Estep 
Score: -12382076.000000 Penalty: 3755.218506
	Iteration 25Q: 3 clusters Score -1.238208e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 94333 members 
Entering Unmasked Estep 
Score: -12382129.000000 Penalty: 3755.218506
	Iteration 26Q: 3 clusters Score -1.238213e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 94395 members 
Entering Unmasked Estep 
Score: -12382104.000000 Penalty: 3755.218506
	Iteration 27Q: 3 clusters Score -1.23821e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 94433 members 
Entering Unmasked Estep 
Score: -12382141.000000 Penalty: 3755.218506
	Iteration 28Q: 3 clusters Score -1.238214e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 94528 members 
Entering Unmasked Estep 
Score: -12382114.000000 Penalty: 3755.218506
	Iteration 29Q: 3 clusters Score -1.238211e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 94614 members 
Entering Unmasked Estep 
Score: -12382195.000000 Penalty: 3755.218506
	Iteration 30Q: 3 clusters Score -1.23822e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 94670 members 
Entering Unmasked Estep 
Score: -12382203.000000 Penalty: 3755.218506
	Iteration 31Q: 3 clusters Score -1.23822e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 94705 members 
Entering Unmasked Estep 
Score: -12382163.000000 Penalty: 3755.218506
	Iteration 32Q: 3 clusters Score -1.238216e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 94752 members 
Entering Unmasked Estep 
Score: -12382159.000000 Penalty: 3755.218506
	Iteration 33Q: 3 clusters Score -1.238216e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 94846 members 
Entering Unmasked Estep 
Score: -12382201.000000 Penalty: 3755.218506
	Iteration 34Q: 3 clusters Score -1.23822e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 94872 members 
Entering Unmasked Estep 
Score: -12382196.000000 Penalty: 3755.218506
	Iteration 35Q: 3 clusters Score -1.23822e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 94891 members 
Entering Unmasked Estep 
Score: -12382211.000000 Penalty: 3755.218506
	Iteration 36Q: 3 clusters Score -1.238221e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 94989 members 
Entering Unmasked Estep 
Score: -12382240.000000 Penalty: 3755.218506
	Iteration 37Q: 3 clusters Score -1.238224e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 94995 members 
Entering Unmasked Estep 
Score: -12382229.000000 Penalty: 3755.218506
	Iteration 38Q: 3 clusters Score -1.238223e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 94994 members 
Entering Unmasked Estep 
Score: -12382225.000000 Penalty: 3755.218506
	Iteration 39Q: 3 clusters Score -1.238222e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 95001 members 
Entering Unmasked Estep 
Score: -12382244.000000 Penalty: 3755.218506
	Iteration 40F: 3 clusters Score -1.238224e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 94981 members 
Entering Unmasked Estep 
Score: -12382252.000000 Penalty: 3755.218506
	Iteration 41Q: 3 clusters Score -1.238225e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 94971 members 
Entering Unmasked Estep 
Score: -12382263.000000 Penalty: 3755.218506
	Iteration 42Q: 3 clusters Score -1.238226e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 94963 members 
Entering Unmasked Estep 
Score: -12382276.000000 Penalty: 3755.218506
	Iteration 43Q: 3 clusters Score -1.238228e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 94958 members 
Entering Unmasked Estep 
Score: -12382274.000000 Penalty: 3755.218506
	Iteration 44Q: 3 clusters Score -1.238227e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 94944 members 
Entering Unmasked Estep 
Score: -12382278.000000 Penalty: 3755.218506
	Iteration 45Q: 3 clusters Score -1.238228e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 94907 members 
Entering Unmasked Estep 
Score: -12382234.000000 Penalty: 3755.218506
	Iteration 46Q: 3 clusters Score -1.238223e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 94910 members 
Entering Unmasked Estep 
Score: -12382239.000000 Penalty: 3755.218506
	Iteration 47Q: 3 clusters Score -1.238224e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 94937 members 
Entering Unmasked Estep 
Score: -12382254.000000 Penalty: 3755.218506
	Iteration 48Q: 3 clusters Score -1.238225e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 94902 members 
Entering Unmasked Estep 
Score: -12382254.000000 Penalty: 3755.218506
	Iteration 49Q: 3 clusters Score -1.238225e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 94912 members 
Entering Unmasked Estep 
Score: -12382271.000000 Penalty: 3755.218506
	Iteration 50Q: 3 clusters Score -1.238227e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 94931 members 
Entering Unmasked Estep 
Score: -12382273.000000 Penalty: 3755.218506
	Iteration 51Q: 3 clusters Score -1.238227e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 94920 members 
Entering Unmasked Estep 
Score: -12382277.000000 Penalty: 3755.218506
	Iteration 52Q: 3 clusters Score -1.238228e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 94982 members 
Entering Unmasked Estep 
Score: -12382253.000000 Penalty: 3755.218506
	Iteration 53Q: 3 clusters Score -1.238225e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 95023 members 
Entering Unmasked Estep 
Score: -12382278.000000 Penalty: 3755.218506
	Iteration 54Q: 3 clusters Score -1.238228e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 95034 members 
Entering Unmasked Estep 
Score: -12382274.000000 Penalty: 3755.218506
	Iteration 55Q: 3 clusters Score -1.238227e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 95037 members 
Entering Unmasked Estep 
Score: -12382264.000000 Penalty: 3755.218506
	Iteration 56Q: 3 clusters Score -1.238226e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 95026 members 
Entering Unmasked Estep 
Score: -12382273.000000 Penalty: 3755.218506
	Iteration 57Q: 3 clusters Score -1.238227e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 95011 members 
Entering Unmasked Estep 
Score: -12382265.000000 Penalty: 3755.218506
	Iteration 58Q: 3 clusters Score -1.238226e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 95024 members 
Entering Unmasked Estep 
Score: -12382261.000000 Penalty: 3755.218506
	Iteration 59Q: 3 clusters Score -1.238226e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 95025 members 
Entering Unmasked Estep 
Score: -12382267.000000 Penalty: 3755.218506
	Iteration 60F: 3 clusters Score -1.238227e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 95030 members 
Entering Unmasked Estep 
Score: -12382256.000000 Penalty: 3755.218506
	Iteration 61Q: 3 clusters Score -1.238226e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 95016 members 
Entering Unmasked Estep 
Score: -12382246.000000 Penalty: 3755.218506
	Iteration 62Q: 3 clusters Score -1.238225e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 95028 members 
Entering Unmasked Estep 
Score: -12382254.000000 Penalty: 3755.218506
	Iteration 63Q: 3 clusters Score -1.238225e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 95032 members 
Entering Unmasked Estep 
Score: -12382254.000000 Penalty: 3755.218506
	Iteration 64Q: 3 clusters Score -1.238225e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 95035 members 
Entering Unmasked Estep 
Score: -12382246.000000 Penalty: 3755.218506
	Iteration 65Q: 3 clusters Score -1.238225e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 95026 members 
Entering Unmasked Estep 
Score: -12382260.000000 Penalty: 3755.218506
	Iteration 66Q: 3 clusters Score -1.238226e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 95027 members 
Entering Unmasked Estep 
Score: -12382245.000000 Penalty: 3755.218506
	Iteration 67Q: 3 clusters Score -1.238224e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 95023 members 
Entering Unmasked Estep 
Score: -12382254.000000 Penalty: 3755.218506
	Iteration 68Q: 3 clusters Score -1.238225e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 95027 members 
Entering Unmasked Estep 
Score: -12382247.000000 Penalty: 3755.218506
	Iteration 69Q: 3 clusters Score -1.238225e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 95025 members 
Entering Unmasked Estep 
Score: -12382259.000000 Penalty: 3755.218506
	Iteration 70Q: 3 clusters Score -1.238226e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 95029 members 
Entering Unmasked Estep 
Score: -12382259.000000 Penalty: 3755.218506
	Iteration 71Q: 3 clusters Score -1.238226e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 95071 members 
Entering Unmasked Estep 
Score: -12382234.000000 Penalty: 3755.218506
	Iteration 72Q: 3 clusters Score -1.238223e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 95070 members 
Entering Unmasked Estep 
Score: -12382225.000000 Penalty: 3755.218506
	Iteration 73Q: 3 clusters Score -1.238222e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 95053 members 
Entering Unmasked Estep 
Score: -12382251.000000 Penalty: 3755.218506
	Iteration 74Q: 3 clusters Score -1.238225e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 95060 members 
Entering Unmasked Estep 
Score: -12382242.000000 Penalty: 3755.218506
	Iteration 75Q: 3 clusters Score -1.238224e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 95067 members 
Entering Unmasked Estep 
Score: -12382243.000000 Penalty: 3755.218506
	Iteration 76Q: 3 clusters Score -1.238224e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 95061 members 
Entering Unmasked Estep 
Score: -12382243.000000 Penalty: 3755.218506
	Iteration 77Q: 3 clusters Score -1.238224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 95060 members 
Entering Unmasked Estep 
Score: -12382248.000000 Penalty: 3755.218506
	Iteration 78Q: 3 clusters Score -1.238225e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 95076 members 
Entering Unmasked Estep 
Score: -12382234.000000 Penalty: 3755.218506
	Iteration 79Q: 3 clusters Score -1.238223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 95079 members 
Entering Unmasked Estep 
Score: -12382234.000000 Penalty: 3755.218506
	Iteration 80F: 3 clusters Score -1.238223e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 95080 members 
Entering Unmasked Estep 
Score: -12382245.000000 Penalty: 3755.218506
	Iteration 81Q: 3 clusters Score -1.238224e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 95064 members 
Entering Unmasked Estep 
Score: -12382244.000000 Penalty: 3755.218506
	Iteration 82Q: 3 clusters Score -1.238224e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 95062 members 
Entering Unmasked Estep 
Score: -12382246.000000 Penalty: 3755.218506
	Iteration 83Q: 3 clusters Score -1.238225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 95060 members 
Entering Unmasked Estep 
Score: -12382261.000000 Penalty: 3755.218506
	Iteration 84Q: 3 clusters Score -1.238226e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 95078 members 
Entering Unmasked Estep 
Score: -12382257.000000 Penalty: 3755.218506
	Iteration 85Q: 3 clusters Score -1.238226e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 95089 members 
Entering Unmasked Estep 
Score: -12382247.000000 Penalty: 3755.218506
	Iteration 86Q: 3 clusters Score -1.238225e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 95096 members 
Entering Unmasked Estep 
Score: -12382249.000000 Penalty: 3755.218506
	Iteration 87Q: 3 clusters Score -1.238225e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 95107 members 
Entering Unmasked Estep 
Score: -12382236.000000 Penalty: 3755.218506
	Iteration 88Q: 3 clusters Score -1.238224e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 95098 members 
Entering Unmasked Estep 
Score: -12382229.000000 Penalty: 3755.218506
	Iteration 89Q: 3 clusters Score -1.238223e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 95110 members 
Entering Unmasked Estep 
Score: -12382243.000000 Penalty: 3755.218506
	Iteration 90Q: 3 clusters Score -1.238224e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 95084 members 
Entering Unmasked Estep 
Score: -12382251.000000 Penalty: 3755.218506
	Iteration 91Q: 3 clusters Score -1.238225e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 95103 members 
Entering Unmasked Estep 
Score: -12382237.000000 Penalty: 3755.218506
	Iteration 92Q: 3 clusters Score -1.238224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 95106 members 
Entering Unmasked Estep 
Score: -12382230.000000 Penalty: 3755.218506
	Iteration 93Q: 3 clusters Score -1.238223e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 95128 members 
Entering Unmasked Estep 
Score: -12382257.000000 Penalty: 3755.218506
	Iteration 94Q: 3 clusters Score -1.238226e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 95115 members 
Entering Unmasked Estep 
Score: -12382217.000000 Penalty: 3755.218506
	Iteration 95Q: 3 clusters Score -1.238222e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 95127 members 
Entering Unmasked Estep 
Score: -12382237.000000 Penalty: 3755.218506
	Iteration 96Q: 3 clusters Score -1.238224e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 95129 members 
Entering Unmasked Estep 
Score: -12382230.000000 Penalty: 3755.218506
	Iteration 97Q: 3 clusters Score -1.238223e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 95145 members 
Entering Unmasked Estep 
Score: -12382230.000000 Penalty: 3755.218506
	Iteration 98Q: 3 clusters Score -1.238223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 95150 members 
Entering Unmasked Estep 
Score: -12382236.000000 Penalty: 3755.218506
	Iteration 99Q: 3 clusters Score -1.238224e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 95191 members 
Entering Unmasked Estep 
Score: -12382242.000000 Penalty: 3755.218506
	Iteration 100F: 3 clusters Score -1.238224e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 95194 members 
Entering Unmasked Estep 
Score: -12382256.000000 Penalty: 3755.218506
	Iteration 101Q: 3 clusters Score -1.238226e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 95205 members 
Entering Unmasked Estep 
Score: -12382251.000000 Penalty: 3755.218506
	Iteration 102Q: 3 clusters Score -1.238225e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 95209 members 
Entering Unmasked Estep 
Score: -12382265.000000 Penalty: 3755.218506
	Iteration 103Q: 3 clusters Score -1.238226e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 95203 members 
Entering Unmasked Estep 
Score: -12382273.000000 Penalty: 3755.218506
	Iteration 104Q: 3 clusters Score -1.238227e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 95205 members 
Entering Unmasked Estep 
Score: -12382267.000000 Penalty: 3755.218506
	Iteration 105Q: 3 clusters Score -1.238227e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 95205 members 
Entering Unmasked Estep 
Score: -12382267.000000 Penalty: 3755.218506
	Iteration 106F: 3 clusters Score -1.238227e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -31187.400391 Penalty: 984.607483
	Iteration 0F: 2 clusters Score -31187.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -30217.101562 Penalty: 1969.214966
	Iteration 0F: 3 clusters Score -30217.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -30501.152344 Penalty: 1969.214966
	Iteration 1F: 3 clusters Score -30501.15 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -30602.505859 Penalty: 1969.214966
	Iteration 2F: 3 clusters Score -30602.51 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -30671.150391 Penalty: 1969.214966
	Iteration 3F: 3 clusters Score -30671.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -30699.080078 Penalty: 1969.214966
	Iteration 4Q: 3 clusters Score -30699.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -30729.740234 Penalty: 1969.214966
	Iteration 5Q: 3 clusters Score -30729.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -30743.882812 Penalty: 1969.214966
	Iteration 6Q: 3 clusters Score -30743.88 nChanged 8
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: -30763.791016 Penalty: 1969.214966
	Iteration 7Q: 3 clusters Score -30763.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -30773.556641 Penalty: 1969.214966
	Iteration 8Q: 3 clusters Score -30773.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -30791.851562 Penalty: 1969.214966
	Iteration 9Q: 3 clusters Score -30791.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -30840.267578 Penalty: 1969.214966
	Iteration 10Q: 3 clusters Score -30840.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -30862.250000 Penalty: 1969.214966
	Iteration 11Q: 3 clusters Score -30862.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -30881.492188 Penalty: 1969.214966
	Iteration 12Q: 3 clusters Score -30881.49 nChanged 3
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: -30897.031250 Penalty: 1969.214966
	Iteration 13Q: 3 clusters Score -30897.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -30910.585938 Penalty: 1969.214966
	Iteration 14Q: 3 clusters Score -30910.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -30915.169922 Penalty: 1969.214966
	Iteration 15Q: 3 clusters Score -30915.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -30916.060547 Penalty: 1969.214966
	Iteration 16Q: 3 clusters Score -30916.06 nChanged 1
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: -30916.701172 Penalty: 1969.214966
	Iteration 17Q: 3 clusters Score -30916.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -30920.611328 Penalty: 1969.214966
	Iteration 18Q: 3 clusters Score -30920.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -30928.138672 Penalty: 1969.214966
	Iteration 19Q: 3 clusters Score -30928.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -30932.339844 Penalty: 1969.214966
	Iteration 20F: 3 clusters Score -30932.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -30943.550781 Penalty: 1969.214966
	Iteration 21Q: 3 clusters Score -30943.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -30949.359375 Penalty: 1969.214966
	Iteration 22Q: 3 clusters Score -30949.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -30951.990234 Penalty: 1969.214966
	Iteration 23Q: 3 clusters Score -30951.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -30951.990234 Penalty: 1969.214966
	Iteration 24F: 3 clusters Score -30951.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Entering Unmasked Estep 
Score: -79247.992188 Penalty: 1074.674927
	Iteration 0F: 2 clusters Score -79247.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -77954.656250 Penalty: 2149.349854
	Iteration 0F: 3 clusters Score -77954.66 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -78162.523438 Penalty: 2149.349854
	Iteration 1F: 3 clusters Score -78162.52 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -78260.523438 Penalty: 2149.349854
	Iteration 2F: 3 clusters Score -78260.52 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -78300.476562 Penalty: 2149.349854
	Iteration 3Q: 3 clusters Score -78300.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -78347.867188 Penalty: 2149.349854
	Iteration 4Q: 3 clusters Score -78347.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -78368.039062 Penalty: 2149.349854
	Iteration 5Q: 3 clusters Score -78368.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -78377.898438 Penalty: 2149.349854
	Iteration 6Q: 3 clusters Score -78377.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -78383.601562 Penalty: 2149.349854
	Iteration 7Q: 3 clusters Score -78383.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -78388.117188 Penalty: 2149.349854
	Iteration 8Q: 3 clusters Score -78388.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -78396.406250 Penalty: 2149.349854
	Iteration 9Q: 3 clusters Score -78396.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -78402.093750 Penalty: 2149.349854
	Iteration 10Q: 3 clusters Score -78402.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -78404.906250 Penalty: 2149.349854
	Iteration 11Q: 3 clusters Score -78404.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -78407.750000 Penalty: 2149.349854
	Iteration 12Q: 3 clusters Score -78407.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -78410.460938 Penalty: 2149.349854
	Iteration 13Q: 3 clusters Score -78410.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -78412.328125 Penalty: 2149.349854
	Iteration 14Q: 3 clusters Score -78412.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -78414.984375 Penalty: 2149.349854
	Iteration 15Q: 3 clusters Score -78414.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -78416.031250 Penalty: 2149.349854
	Iteration 16Q: 3 clusters Score -78416.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -78417.671875 Penalty: 2149.349854
	Iteration 17Q: 3 clusters Score -78417.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -78421.875000 Penalty: 2149.349854
	Iteration 18Q: 3 clusters Score -78421.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -78424.468750 Penalty: 2149.349854
	Iteration 19Q: 3 clusters Score -78424.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -78428.945312 Penalty: 2149.349854
	Iteration 20F: 3 clusters Score -78428.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -78431.460938 Penalty: 2149.349854
	Iteration 21Q: 3 clusters Score -78431.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -78438.148438 Penalty: 2149.349854
	Iteration 22Q: 3 clusters Score -78438.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -78444.117188 Penalty: 2149.349854
	Iteration 23Q: 3 clusters Score -78444.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -78447.187500 Penalty: 2149.349854
	Iteration 24Q: 3 clusters Score -78447.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -78448.171875 Penalty: 2149.349854
	Iteration 25Q: 3 clusters Score -78448.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -78448.648438 Penalty: 2149.349854
	Iteration 26Q: 3 clusters Score -78448.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -78448.648438 Penalty: 2149.349854
	Iteration 27F: 3 clusters Score -78448.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (3617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Entering Unmasked Estep 
Score: -432969.343750 Penalty: 1331.427612
	Iteration 0F: 2 clusters Score -432969.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -429843.843750 Penalty: 2662.855225
	Iteration 0F: 3 clusters Score -429843.8 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -430604.531250 Penalty: 2662.855225
	Iteration 1F: 3 clusters Score -430604.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -430742.562500 Penalty: 2662.855225
	Iteration 2F: 3 clusters Score -430742.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -430831.343750 Penalty: 2662.855225
	Iteration 3F: 3 clusters Score -430831.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -430894.406250 Penalty: 2662.855225
	Iteration 4Q: 3 clusters Score -430894.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -430937.437500 Penalty: 2662.855225
	Iteration 5Q: 3 clusters Score -430937.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -430971.406250 Penalty: 2662.855225
	Iteration 6Q: 3 clusters Score -430971.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -431000.156250 Penalty: 2662.855225
	Iteration 7Q: 3 clusters Score -431000.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -431026.187500 Penalty: 2662.855225
	Iteration 8Q: 3 clusters Score -431026.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -431049.937500 Penalty: 2662.855225
	Iteration 9Q: 3 clusters Score -431049.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -431071.500000 Penalty: 2662.855225
	Iteration 10Q: 3 clusters Score -431071.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -431092.343750 Penalty: 2662.855225
	Iteration 11Q: 3 clusters Score -431092.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -431114.343750 Penalty: 2662.855225
	Iteration 12Q: 3 clusters Score -431114.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -431142.406250 Penalty: 2662.855225
	Iteration 13Q: 3 clusters Score -431142.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -431171.750000 Penalty: 2662.855225
	Iteration 14Q: 3 clusters Score -431171.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -431201.812500 Penalty: 2662.855225
	Iteration 15Q: 3 clusters Score -431201.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -431231.406250 Penalty: 2662.855225
	Iteration 16Q: 3 clusters Score -431231.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -431268.843750 Penalty: 2662.855225
	Iteration 17Q: 3 clusters Score -431268.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -431299.250000 Penalty: 2662.855225
	Iteration 18Q: 3 clusters Score -431299.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -431338.156250 Penalty: 2662.855225
	Iteration 19Q: 3 clusters Score -431338.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -431363.500000 Penalty: 2662.855225
	Iteration 20F: 3 clusters Score -431363.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -431389.343750 Penalty: 2662.855225
	Iteration 21Q: 3 clusters Score -431389.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -431407.187500 Penalty: 2662.855225
	Iteration 22Q: 3 clusters Score -431407.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -431423.593750 Penalty: 2662.855225
	Iteration 23Q: 3 clusters Score -431423.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -431445.750000 Penalty: 2662.855225
	Iteration 24Q: 3 clusters Score -431445.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -431468.625000 Penalty: 2662.855225
	Iteration 25Q: 3 clusters Score -431468.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -431491.093750 Penalty: 2662.855225
	Iteration 26Q: 3 clusters Score -431491.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -431515.781250 Penalty: 2662.855225
	Iteration 27Q: 3 clusters Score -431515.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -431539.687500 Penalty: 2662.855225
	Iteration 28Q: 3 clusters Score -431539.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -431556.843750 Penalty: 2662.855225
	Iteration 29Q: 3 clusters Score -431556.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -431578.937500 Penalty: 2662.855225
	Iteration 30Q: 3 clusters Score -431578.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -431602.312500 Penalty: 2662.855225
	Iteration 31Q: 3 clusters Score -431602.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -431618.781250 Penalty: 2662.855225
	Iteration 32Q: 3 clusters Score -431618.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -431634.406250 Penalty: 2662.855225
	Iteration 33Q: 3 clusters Score -431634.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -431651.625000 Penalty: 2662.855225
	Iteration 34Q: 3 clusters Score -431651.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -431666.125000 Penalty: 2662.855225
	Iteration 35Q: 3 clusters Score -431666.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -431675.562500 Penalty: 2662.855225
	Iteration 36Q: 3 clusters Score -431675.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -431680.593750 Penalty: 2662.855225
	Iteration 37Q: 3 clusters Score -431680.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -431684.937500 Penalty: 2662.855225
	Iteration 38Q: 3 clusters Score -431684.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -431687.656250 Penalty: 2662.855225
	Iteration 39Q: 3 clusters Score -431687.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -431690.125000 Penalty: 2662.855225
	Iteration 40F: 3 clusters Score -431690.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -431692.406250 Penalty: 2662.855225
	Iteration 41Q: 3 clusters Score -431692.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -431696.125000 Penalty: 2662.855225
	Iteration 42Q: 3 clusters Score -431696.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -431698.812500 Penalty: 2662.855225
	Iteration 43Q: 3 clusters Score -431698.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -431702.031250 Penalty: 2662.855225
	Iteration 44Q: 3 clusters Score -431702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -431704.968750 Penalty: 2662.855225
	Iteration 45Q: 3 clusters Score -431705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -431706.031250 Penalty: 2662.855225
	Iteration 46Q: 3 clusters Score -431706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -431706.937500 Penalty: 2662.855225
	Iteration 47Q: 3 clusters Score -431706.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -431708.343750 Penalty: 2662.855225
	Iteration 48Q: 3 clusters Score -431708.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -431711.656250 Penalty: 2662.855225
	Iteration 49Q: 3 clusters Score -431711.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -431712.968750 Penalty: 2662.855225
	Iteration 50Q: 3 clusters Score -431713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -431713.718750 Penalty: 2662.855225
	Iteration 51Q: 3 clusters Score -431713.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -431713.531250 Penalty: 2662.855225
	Iteration 52Q: 3 clusters Score -431713.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -431714.843750 Penalty: 2662.855225
	Iteration 53Q: 3 clusters Score -431714.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -431714.843750 Penalty: 2662.855225
	Iteration 54F: 3 clusters Score -431714.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (27783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Entering Unmasked Estep 
Score: -3050157.500000 Penalty: 1662.729248
	Iteration 0F: 2 clusters Score -3050158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -3031446.000000 Penalty: 3325.458496
	Iteration 0F: 3 clusters Score -3031446 nChanged 12654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -3038865.000000 Penalty: 3325.458496
	Iteration 1F: 3 clusters Score -3038865 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -3039477.750000 Penalty: 3325.458496
	Iteration 2F: 3 clusters Score -3039478 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -3040146.250000 Penalty: 3325.458496
	Iteration 3F: 3 clusters Score -3040146 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -3040827.500000 Penalty: 3325.458496
	Iteration 4F: 3 clusters Score -3040828 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -3041539.750000 Penalty: 3325.458496
	Iteration 5F: 3 clusters Score -3041540 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -3042267.000000 Penalty: 3325.458496
	Iteration 6F: 3 clusters Score -3042267 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -3043063.000000 Penalty: 3325.458496
	Iteration 7Q: 3 clusters Score -3043063 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -3043833.000000 Penalty: 3325.458496
	Iteration 8Q: 3 clusters Score -3043833 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -3044480.000000 Penalty: 3325.458496
	Iteration 9Q: 3 clusters Score -3044480 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -3044951.750000 Penalty: 3325.458496
	Iteration 10Q: 3 clusters Score -3044952 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -3045254.250000 Penalty: 3325.458496
	Iteration 11Q: 3 clusters Score -3045254 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -3045437.500000 Penalty: 3325.458496
	Iteration 12Q: 3 clusters Score -3045438 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -3045550.250000 Penalty: 3325.458496
	Iteration 13Q: 3 clusters Score -3045550 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -3045670.000000 Penalty: 3325.458496
	Iteration 14Q: 3 clusters Score -3045670 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -3045762.250000 Penalty: 3325.458496
	Iteration 15Q: 3 clusters Score -3045762 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -3045854.750000 Penalty: 3325.458496
	Iteration 16Q: 3 clusters Score -3045855 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -3045956.500000 Penalty: 3325.458496
	Iteration 17Q: 3 clusters Score -3045956 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -3046030.500000 Penalty: 3325.458496
	Iteration 18Q: 3 clusters Score -3046030 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -3046097.250000 Penalty: 3325.458496
	Iteration 19Q: 3 clusters Score -3046097 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -3046176.250000 Penalty: 3325.458496
	Iteration 20F: 3 clusters Score -3046176 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -3046236.750000 Penalty: 3325.458496
	Iteration 21Q: 3 clusters Score -3046237 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -3046288.000000 Penalty: 3325.458496
	Iteration 22Q: 3 clusters Score -3046288 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -3046380.000000 Penalty: 3325.458496
	Iteration 23Q: 3 clusters Score -3046380 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -3046463.500000 Penalty: 3325.458496
	Iteration 24Q: 3 clusters Score -3046464 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -3046514.750000 Penalty: 3325.458496
	Iteration 25Q: 3 clusters Score -3046515 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -3046589.500000 Penalty: 3325.458496
	Iteration 26Q: 3 clusters Score -3046590 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -3046656.000000 Penalty: 3325.458496
	Iteration 27Q: 3 clusters Score -3046656 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -3046769.750000 Penalty: 3325.458496
	Iteration 28Q: 3 clusters Score -3046770 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -3046906.500000 Penalty: 3325.458496
	Iteration 29Q: 3 clusters Score -3046906 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -3047066.500000 Penalty: 3325.458496
	Iteration 30Q: 3 clusters Score -3047066 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -3047273.500000 Penalty: 3325.458496
	Iteration 31Q: 3 clusters Score -3047274 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -3047499.000000 Penalty: 3325.458496
	Iteration 32Q: 3 clusters Score -3047499 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -3047689.000000 Penalty: 3325.458496
	Iteration 33Q: 3 clusters Score -3047689 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -3047878.250000 Penalty: 3325.458496
	Iteration 34Q: 3 clusters Score -3047878 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -3048003.000000 Penalty: 3325.458496
	Iteration 35Q: 3 clusters Score -3048003 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -3048107.750000 Penalty: 3325.458496
	Iteration 36Q: 3 clusters Score -3048108 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -3048194.750000 Penalty: 3325.458496
	Iteration 37Q: 3 clusters Score -3048195 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -3048253.000000 Penalty: 3325.458496
	Iteration 38Q: 3 clusters Score -3048253 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -3048295.750000 Penalty: 3325.458496
	Iteration 39Q: 3 clusters Score -3048296 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -3048333.250000 Penalty: 3325.458496
	Iteration 40F: 3 clusters Score -3048333 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -3048361.500000 Penalty: 3325.458496
	Iteration 41Q: 3 clusters Score -3048362 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -3048374.500000 Penalty: 3325.458496
	Iteration 42Q: 3 clusters Score -3048374 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -3048404.750000 Penalty: 3325.458496
	Iteration 43Q: 3 clusters Score -3048405 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -3048429.750000 Penalty: 3325.458496
	Iteration 44Q: 3 clusters Score -3048430 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -3048454.500000 Penalty: 3325.458496
	Iteration 45Q: 3 clusters Score -3048454 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -3048468.750000 Penalty: 3325.458496
	Iteration 46Q: 3 clusters Score -3048469 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -3048491.500000 Penalty: 3325.458496
	Iteration 47Q: 3 clusters Score -3048492 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -3048522.500000 Penalty: 3325.458496
	Iteration 48Q: 3 clusters Score -3048522 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -3048522.750000 Penalty: 3325.458496
	Iteration 49Q: 3 clusters Score -3048523 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -3048537.750000 Penalty: 3325.458496
	Iteration 50Q: 3 clusters Score -3048538 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -3048541.750000 Penalty: 3325.458496
	Iteration 51Q: 3 clusters Score -3048542 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -3048558.750000 Penalty: 3325.458496
	Iteration 52Q: 3 clusters Score -3048559 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -3048567.000000 Penalty: 3325.458496
	Iteration 53Q: 3 clusters Score -3048567 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -3048562.750000 Penalty: 3325.458496
	Iteration 54Q: 3 clusters Score -3048563 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -3048571.750000 Penalty: 3325.458496
	Iteration 55Q: 3 clusters Score -3048572 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -3048578.250000 Penalty: 3325.458496
	Iteration 56Q: 3 clusters Score -3048578 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -3048589.250000 Penalty: 3325.458496
	Iteration 57Q: 3 clusters Score -3048589 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -3048594.750000 Penalty: 3325.458496
	Iteration 58Q: 3 clusters Score -3048595 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -3048595.500000 Penalty: 3325.458496
	Iteration 59Q: 3 clusters Score -3048596 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -3048604.750000 Penalty: 3325.458496
	Iteration 60F: 3 clusters Score -3048605 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -3048601.500000 Penalty: 3325.458496
	Iteration 61Q: 3 clusters Score -3048602 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -3048602.250000 Penalty: 3325.458496
	Iteration 62Q: 3 clusters Score -3048602 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -3048608.500000 Penalty: 3325.458496
	Iteration 63Q: 3 clusters Score -3048608 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -3048614.750000 Penalty: 3325.458496
	Iteration 64Q: 3 clusters Score -3048615 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -3048620.000000 Penalty: 3325.458496
	Iteration 65Q: 3 clusters Score -3048620 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -3048619.750000 Penalty: 3325.458496
	Iteration 66Q: 3 clusters Score -3048620 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -3048619.750000 Penalty: 3325.458496
	Iteration 67Q: 3 clusters Score -3048620 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -3048609.750000 Penalty: 3325.458496
	Iteration 68Q: 3 clusters Score -3048610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -3048611.750000 Penalty: 3325.458496
	Iteration 69Q: 3 clusters Score -3048612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -3048609.500000 Penalty: 3325.458496
	Iteration 70Q: 3 clusters Score -3048610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -3048613.250000 Penalty: 3325.458496
	Iteration 71Q: 3 clusters Score -3048613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -3048616.000000 Penalty: 3325.458496
	Iteration 72Q: 3 clusters Score -3048616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -3048608.750000 Penalty: 3325.458496
	Iteration 73Q: 3 clusters Score -3048609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -3048611.250000 Penalty: 3325.458496
	Iteration 74Q: 3 clusters Score -3048611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -3048609.750000 Penalty: 3325.458496
	Iteration 75Q: 3 clusters Score -3048610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -3048612.250000 Penalty: 3325.458496
	Iteration 76Q: 3 clusters Score -3048612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -3048611.500000 Penalty: 3325.458496
	Iteration 77Q: 3 clusters Score -3048612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -3048616.250000 Penalty: 3325.458496
	Iteration 78Q: 3 clusters Score -3048616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -3048629.000000 Penalty: 3325.458496
	Iteration 79Q: 3 clusters Score -3048629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -3048631.000000 Penalty: 3325.458496
	Iteration 80F: 3 clusters Score -3048631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -3048627.500000 Penalty: 3325.458496
	Iteration 81Q: 3 clusters Score -3048628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -3048625.500000 Penalty: 3325.458496
	Iteration 82Q: 3 clusters Score -3048626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -3048622.000000 Penalty: 3325.458496
	Iteration 83Q: 3 clusters Score -3048622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -3048623.000000 Penalty: 3325.458496
	Iteration 84Q: 3 clusters Score -3048623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -3048622.250000 Penalty: 3325.458496
	Iteration 85Q: 3 clusters Score -3048622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -3048622.250000 Penalty: 3325.458496
	Iteration 86F: 3 clusters Score -3048622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Entering Unmasked Estep 
Score: -57049.472656 Penalty: 1030.308350
	Iteration 0F: 2 clusters Score -57049.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -55925.179688 Penalty: 2060.616699
	Iteration 0F: 3 clusters Score -55925.18 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -56130.992188 Penalty: 2060.616699
	Iteration 1F: 3 clusters Score -56130.99 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -56200.144531 Penalty: 2060.616699
	Iteration 2F: 3 clusters Score -56200.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -56233.843750 Penalty: 2060.616699
	Iteration 3Q: 3 clusters Score -56233.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -56271.054688 Penalty: 2060.616699
	Iteration 4Q: 3 clusters Score -56271.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -56325.519531 Penalty: 2060.616699
	Iteration 5Q: 3 clusters Score -56325.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -56368.007812 Penalty: 2060.616699
	Iteration 6Q: 3 clusters Score -56368.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -56396.871094 Penalty: 2060.616699
	Iteration 7Q: 3 clusters Score -56396.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -56430.855469 Penalty: 2060.616699
	Iteration 8Q: 3 clusters Score -56430.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -56456.683594 Penalty: 2060.616699
	Iteration 9Q: 3 clusters Score -56456.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -56473.773438 Penalty: 2060.616699
	Iteration 10Q: 3 clusters Score -56473.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -56502.050781 Penalty: 2060.616699
	Iteration 11Q: 3 clusters Score -56502.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -56521.574219 Penalty: 2060.616699
	Iteration 12Q: 3 clusters Score -56521.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -56544.843750 Penalty: 2060.616699
	Iteration 13Q: 3 clusters Score -56544.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -56562.550781 Penalty: 2060.616699
	Iteration 14Q: 3 clusters Score -56562.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -56592.609375 Penalty: 2060.616699
	Iteration 15Q: 3 clusters Score -56592.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -56625.410156 Penalty: 2060.616699
	Iteration 16Q: 3 clusters Score -56625.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -56656.625000 Penalty: 2060.616699
	Iteration 17Q: 3 clusters Score -56656.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -56667.402344 Penalty: 2060.616699
	Iteration 18Q: 3 clusters Score -56667.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -56669.132812 Penalty: 2060.616699
	Iteration 19Q: 3 clusters Score -56669.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -56670.164062 Penalty: 2060.616699
	Iteration 20F: 3 clusters Score -56670.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (81562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81562 members 
Entering Unmasked Estep 
Score: -9536888.000000 Penalty: 1837.731689
	Iteration 0F: 2 clusters Score -9536888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40867 members 
Mstep: Class 2 contains 40695 members 
Entering Unmasked Estep 
Score: -9482591.000000 Penalty: 3675.463379
	Iteration 0F: 3 clusters Score -9482591 nChanged 38798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42085 members 
Mstep: Class 2 contains 39477 members 
Entering Unmasked Estep 
Score: -9504850.000000 Penalty: 3675.463379
	Iteration 1F: 3 clusters Score -9504850 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43151 members 
Mstep: Class 2 contains 38411 members 
Entering Unmasked Estep 
Score: -9505478.000000 Penalty: 3675.463379
	Iteration 2Q: 3 clusters Score -9505478 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44748 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -9506243.000000 Penalty: 3675.463379
	Iteration 3Q: 3 clusters Score -9506243 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47085 members 
Mstep: Class 2 contains 34477 members 
Entering Unmasked Estep 
Score: -9507323.000000 Penalty: 3675.463379
	Iteration 4Q: 3 clusters Score -9507323 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50443 members 
Mstep: Class 2 contains 31119 members 
Entering Unmasked Estep 
Score: -9509071.000000 Penalty: 3675.463379
	Iteration 5Q: 3 clusters Score -9509071 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54849 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -9511821.000000 Penalty: 3675.463379
	Iteration 6F: 3 clusters Score -9511821 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60472 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -9516032.000000 Penalty: 3675.463379
	Iteration 7F: 3 clusters Score -9516032 nChanged 6353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66797 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -9521741.000000 Penalty: 3675.463379
	Iteration 8F: 3 clusters Score -9521741 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72532 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -9527047.000000 Penalty: 3675.463379
	Iteration 9F: 3 clusters Score -9527047 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76657 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -9530851.000000 Penalty: 3675.463379
	Iteration 10F: 3 clusters Score -9530851 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79227 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -9533184.000000 Penalty: 3675.463379
	Iteration 11Q: 3 clusters Score -9533184 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80501 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -9534334.000000 Penalty: 3675.463379
	Iteration 12Q: 3 clusters Score -9534334 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81047 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -9534834.000000 Penalty: 3675.463379
	Iteration 13Q: 3 clusters Score -9534834 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81253 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -9535070.000000 Penalty: 3675.463379
	Iteration 14Q: 3 clusters Score -9535070 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81327 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -9535172.000000 Penalty: 3675.463379
	Iteration 15Q: 3 clusters Score -9535172 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81350 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -9535209.000000 Penalty: 3675.463379
	Iteration 16Q: 3 clusters Score -9535209 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81362 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -9535232.000000 Penalty: 3675.463379
	Iteration 17Q: 3 clusters Score -9535232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81364 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -9535244.000000 Penalty: 3675.463379
	Iteration 18Q: 3 clusters Score -9535244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81369 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -9535257.000000 Penalty: 3675.463379
	Iteration 19Q: 3 clusters Score -9535257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81377 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -9535269.000000 Penalty: 3675.463379
	Iteration 20F: 3 clusters Score -9535269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81378 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -9535283.000000 Penalty: 3675.463379
	Iteration 21Q: 3 clusters Score -9535283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81377 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -9535289.000000 Penalty: 3675.463379
	Iteration 22Q: 3 clusters Score -9535289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81376 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -9535297.000000 Penalty: 3675.463379
	Iteration 23Q: 3 clusters Score -9535297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81375 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -9535289.000000 Penalty: 3675.463379
	Iteration 24Q: 3 clusters Score -9535289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81375 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -9535289.000000 Penalty: 3675.463379
	Iteration 25F: 3 clusters Score -9535289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (99294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99294 members 
Entering Unmasked Estep 
Score: -11730852.000000 Penalty: 1869.699097
	Iteration 0F: 2 clusters Score -1.173085e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49795 members 
Mstep: Class 2 contains 49499 members 
Entering Unmasked Estep 
Score: -11665273.000000 Penalty: 3739.398193
	Iteration 0F: 3 clusters Score -1.166527e+07 nChanged 47559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51946 members 
Mstep: Class 2 contains 47348 members 
Entering Unmasked Estep 
Score: -11692748.000000 Penalty: 3739.398193
	Iteration 1F: 3 clusters Score -1.169275e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53456 members 
Mstep: Class 2 contains 45838 members 
Entering Unmasked Estep 
Score: -11693494.000000 Penalty: 3739.398193
	Iteration 2Q: 3 clusters Score -1.169349e+07 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55808 members 
Mstep: Class 2 contains 43486 members 
Entering Unmasked Estep 
Score: -11694602.000000 Penalty: 3739.398193
	Iteration 3Q: 3 clusters Score -1.16946e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59305 members 
Mstep: Class 2 contains 39989 members 
Entering Unmasked Estep 
Score: -11696173.000000 Penalty: 3739.398193
	Iteration 4Q: 3 clusters Score -1.169617e+07 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64355 members 
Mstep: Class 2 contains 34939 members 
Entering Unmasked Estep 
Score: -11699116.000000 Penalty: 3739.398193
	Iteration 5F: 3 clusters Score -1.169912e+07 nChanged 6987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71146 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -11703930.000000 Penalty: 3739.398193
	Iteration 6F: 3 clusters Score -1.170393e+07 nChanged 8030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79108 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -11710824.000000 Penalty: 3739.398193
	Iteration 7F: 3 clusters Score -1.171082e+07 nChanged 7738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86822 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -11717988.000000 Penalty: 3739.398193
	Iteration 8F: 3 clusters Score -1.171799e+07 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92692 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -11723293.000000 Penalty: 3739.398193
	Iteration 9F: 3 clusters Score -1.172329e+07 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96114 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -11726161.000000 Penalty: 3739.398193
	Iteration 10Q: 3 clusters Score -1.172616e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97716 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -11727709.000000 Penalty: 3739.398193
	Iteration 11Q: 3 clusters Score -1.172771e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98446 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -11728449.000000 Penalty: 3739.398193
	Iteration 12Q: 3 clusters Score -1.172845e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98760 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -11728776.000000 Penalty: 3739.398193
	Iteration 13Q: 3 clusters Score -1.172878e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98875 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -11728899.000000 Penalty: 3739.398193
	Iteration 14Q: 3 clusters Score -1.17289e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98932 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -11728962.000000 Penalty: 3739.398193
	Iteration 15Q: 3 clusters Score -1.172896e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98967 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -11729022.000000 Penalty: 3739.398193
	Iteration 16Q: 3 clusters Score -1.172902e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98997 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -11729084.000000 Penalty: 3739.398193
	Iteration 17Q: 3 clusters Score -1.172908e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99014 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -11729103.000000 Penalty: 3739.398193
	Iteration 18Q: 3 clusters Score -1.17291e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99021 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -11729117.000000 Penalty: 3739.398193
	Iteration 19Q: 3 clusters Score -1.172912e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99029 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -11729133.000000 Penalty: 3739.398193
	Iteration 20F: 3 clusters Score -1.172913e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99033 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -11729137.000000 Penalty: 3739.398193
	Iteration 21Q: 3 clusters Score -1.172914e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99039 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -11729140.000000 Penalty: 3739.398193
	Iteration 22Q: 3 clusters Score -1.172914e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99042 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -11729145.000000 Penalty: 3739.398193
	Iteration 23Q: 3 clusters Score -1.172914e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99042 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -11729145.000000 Penalty: 3739.398193
	Iteration 24F: 3 clusters Score -1.172914e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -12708.798828 Penalty: 889.243958
	Iteration 0F: 2 clusters Score -12708.8 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 137 members 
Entering Unmasked Estep 
Score: -12010.043945 Penalty: 1778.487915
	Iteration 0F: 3 clusters Score -12010.04 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -12172.834961 Penalty: 1778.487915
	Iteration 1F: 3 clusters Score -12172.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12211.009766 Penalty: 1778.487915
	Iteration 2F: 3 clusters Score -12211.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -12250.129883 Penalty: 1778.487915
	Iteration 3F: 3 clusters Score -12250.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12307.428711 Penalty: 1778.487915
	Iteration 4F: 3 clusters Score -12307.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -12360.021484 Penalty: 1778.487915
	Iteration 5Q: 3 clusters Score -12360.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12464.590820 Penalty: 1778.487915
	Iteration 6Q: 3 clusters Score -12464.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12518.553711 Penalty: 1778.487915
	Iteration 7Q: 3 clusters Score -12518.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -12523.054688 Penalty: 1778.487915
	Iteration 8Q: 3 clusters Score -12523.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -12529.875000 Penalty: 1778.487915
	Iteration 9F: 3 clusters Score -12529.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -12552.225586 Penalty: 1778.487915
	Iteration 10Q: 3 clusters Score -12552.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -12552.225586 Penalty: 1778.487915
	Iteration 11F: 3 clusters Score -12552.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -41706.300781 Penalty: 999.819092
	Iteration 0F: 2 clusters Score -41706.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -40715.050781 Penalty: 1999.638184
	Iteration 0F: 3 clusters Score -40715.05 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -40949.894531 Penalty: 1999.638184
	Iteration 1F: 3 clusters Score -40949.89 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -41085.734375 Penalty: 1999.638184
	Iteration 2F: 3 clusters Score -41085.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -41147.058594 Penalty: 1999.638184
	Iteration 3F: 3 clusters Score -41147.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -41183.105469 Penalty: 1999.638184
	Iteration 4Q: 3 clusters Score -41183.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -41193.507812 Penalty: 1999.638184
	Iteration 5Q: 3 clusters Score -41193.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -41209.261719 Penalty: 1999.638184
	Iteration 6Q: 3 clusters Score -41209.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -41218.878906 Penalty: 1999.638184
	Iteration 7Q: 3 clusters Score -41218.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -41219.378906 Penalty: 1999.638184
	Iteration 8Q: 3 clusters Score -41219.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -41219.378906 Penalty: 1999.638184
	Iteration 9F: 3 clusters Score -41219.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Entering Unmasked Estep 
Score: -49915.898438 Penalty: 1016.559387
	Iteration 0F: 2 clusters Score -49915.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -48881.835938 Penalty: 2033.118774
	Iteration 0F: 3 clusters Score -48881.84 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -49115.496094 Penalty: 2033.118774
	Iteration 1F: 3 clusters Score -49115.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -49174.664062 Penalty: 2033.118774
	Iteration 2F: 3 clusters Score -49174.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -49186.851562 Penalty: 2033.118774
	Iteration 3Q: 3 clusters Score -49186.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -49202.582031 Penalty: 2033.118774
	Iteration 4Q: 3 clusters Score -49202.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -49207.242188 Penalty: 2033.118774
	Iteration 5Q: 3 clusters Score -49207.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -49207.886719 Penalty: 2033.118774
	Iteration 6Q: 3 clusters Score -49207.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -49207.886719 Penalty: 2033.118774
	Iteration 7F: 3 clusters Score -49207.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -22662.605469 Penalty: 935.821533
	Iteration 0F: 2 clusters Score -22662.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -21891.791016 Penalty: 1871.643066
	Iteration 0F: 3 clusters Score -21891.79 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -22150.560547 Penalty: 1871.643066
	Iteration 1F: 3 clusters Score -22150.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -22222.582031 Penalty: 1871.643066
	Iteration 2Q: 3 clusters Score -22222.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -22292.367188 Penalty: 1871.643066
	Iteration 3Q: 3 clusters Score -22292.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -22328.937500 Penalty: 1871.643066
	Iteration 4Q: 3 clusters Score -22328.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -22365.529297 Penalty: 1871.643066
	Iteration 5Q: 3 clusters Score -22365.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -22405.437500 Penalty: 1871.643066
	Iteration 6Q: 3 clusters Score -22405.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -22428.580078 Penalty: 1871.643066
	Iteration 7Q: 3 clusters Score -22428.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -22441.333984 Penalty: 1871.643066
	Iteration 8Q: 3 clusters Score -22441.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -22448.421875 Penalty: 1871.643066
	Iteration 9Q: 3 clusters Score -22448.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -22460.234375 Penalty: 1871.643066
	Iteration 10Q: 3 clusters Score -22460.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -22462.640625 Penalty: 1871.643066
	Iteration 11F: 3 clusters Score -22462.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -22465.994141 Penalty: 1871.643066
	Iteration 12Q: 3 clusters Score -22465.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -22468.544922 Penalty: 1871.643066
	Iteration 13Q: 3 clusters Score -22468.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -22468.544922 Penalty: 1871.643066
	Iteration 14F: 3 clusters Score -22468.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (15565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Entering Unmasked Estep 
Score: -1853628.125000 Penalty: 1568.576782
	Iteration 0F: 2 clusters Score -1853628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1842852.875000 Penalty: 3137.153564
	Iteration 0F: 3 clusters Score -1842853 nChanged 6953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1846601.125000 Penalty: 3137.153564
	Iteration 1F: 3 clusters Score -1846601 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1846870.000000 Penalty: 3137.153564
	Iteration 2Q: 3 clusters Score -1846870 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1847107.250000 Penalty: 3137.153564
	Iteration 3Q: 3 clusters Score -1847107 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1847343.875000 Penalty: 3137.153564
	Iteration 4Q: 3 clusters Score -1847344 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1847577.375000 Penalty: 3137.153564
	Iteration 5Q: 3 clusters Score -1847577 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1847845.750000 Penalty: 3137.153564
	Iteration 6Q: 3 clusters Score -1847846 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1848217.750000 Penalty: 3137.153564
	Iteration 7Q: 3 clusters Score -1848218 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1848755.500000 Penalty: 3137.153564
	Iteration 8F: 3 clusters Score -1848756 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1849513.500000 Penalty: 3137.153564
	Iteration 9F: 3 clusters Score -1849514 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1850364.500000 Penalty: 3137.153564
	Iteration 10F: 3 clusters Score -1850364 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1851102.500000 Penalty: 3137.153564
	Iteration 11Q: 3 clusters Score -1851102 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1851541.250000 Penalty: 3137.153564
	Iteration 12Q: 3 clusters Score -1851541 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -1851724.500000 Penalty: 3137.153564
	Iteration 13Q: 3 clusters Score -1851724 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -1851838.375000 Penalty: 3137.153564
	Iteration 14Q: 3 clusters Score -1851838 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1851936.750000 Penalty: 3137.153564
	Iteration 15Q: 3 clusters Score -1851937 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1851995.875000 Penalty: 3137.153564
	Iteration 16Q: 3 clusters Score -1851996 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -1852031.500000 Penalty: 3137.153564
	Iteration 17Q: 3 clusters Score -1852032 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1852078.375000 Penalty: 3137.153564
	Iteration 18Q: 3 clusters Score -1852078 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1852107.125000 Penalty: 3137.153564
	Iteration 19Q: 3 clusters Score -1852107 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -1852136.750000 Penalty: 3137.153564
	Iteration 20F: 3 clusters Score -1852137 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1852152.625000 Penalty: 3137.153564
	Iteration 21Q: 3 clusters Score -1852153 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1852165.125000 Penalty: 3137.153564
	Iteration 22Q: 3 clusters Score -1852165 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -1852169.500000 Penalty: 3137.153564
	Iteration 23Q: 3 clusters Score -1852170 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -1852183.500000 Penalty: 3137.153564
	Iteration 24Q: 3 clusters Score -1852184 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -1852199.000000 Penalty: 3137.153564
	Iteration 25Q: 3 clusters Score -1852199 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -1852202.375000 Penalty: 3137.153564
	Iteration 26Q: 3 clusters Score -1852202 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -1852211.750000 Penalty: 3137.153564
	Iteration 27Q: 3 clusters Score -1852212 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -1852225.250000 Penalty: 3137.153564
	Iteration 28Q: 3 clusters Score -1852225 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1852230.125000 Penalty: 3137.153564
	Iteration 29Q: 3 clusters Score -1852230 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -1852236.000000 Penalty: 3137.153564
	Iteration 30Q: 3 clusters Score -1852236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1852239.750000 Penalty: 3137.153564
	Iteration 31Q: 3 clusters Score -1852240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -1852238.875000 Penalty: 3137.153564
	Iteration 32Q: 3 clusters Score -1852239 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -1852241.875000 Penalty: 3137.153564
	Iteration 33Q: 3 clusters Score -1852242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -1852247.250000 Penalty: 3137.153564
	Iteration 34Q: 3 clusters Score -1852247 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -1852255.625000 Penalty: 3137.153564
	Iteration 35Q: 3 clusters Score -1852256 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -1852263.500000 Penalty: 3137.153564
	Iteration 36Q: 3 clusters Score -1852264 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -1852272.375000 Penalty: 3137.153564
	Iteration 37Q: 3 clusters Score -1852272 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1852282.125000 Penalty: 3137.153564
	Iteration 38Q: 3 clusters Score -1852282 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -1852291.125000 Penalty: 3137.153564
	Iteration 39Q: 3 clusters Score -1852291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -1852287.375000 Penalty: 3137.153564
	Iteration 40F: 3 clusters Score -1852287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -1852290.500000 Penalty: 3137.153564
	Iteration 41Q: 3 clusters Score -1852290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -1852293.000000 Penalty: 3137.153564
	Iteration 42Q: 3 clusters Score -1852293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -1852293.250000 Penalty: 3137.153564
	Iteration 43Q: 3 clusters Score -1852293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1852296.875000 Penalty: 3137.153564
	Iteration 44Q: 3 clusters Score -1852297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -1852299.750000 Penalty: 3137.153564
	Iteration 45Q: 3 clusters Score -1852300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -1852300.000000 Penalty: 3137.153564
	Iteration 46Q: 3 clusters Score -1852300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1852298.000000 Penalty: 3137.153564
	Iteration 47Q: 3 clusters Score -1852298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1852299.125000 Penalty: 3137.153564
	Iteration 48Q: 3 clusters Score -1852299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1852299.125000 Penalty: 3137.153564
	Iteration 49F: 3 clusters Score -1852299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (99795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99795 members 
Entering Unmasked Estep 
Score: -11823124.000000 Penalty: 1870.516968
	Iteration 0F: 2 clusters Score -1.182312e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49772 members 
Mstep: Class 2 contains 50023 members 
Entering Unmasked Estep 
Score: -11757718.000000 Penalty: 3741.033936
	Iteration 0F: 3 clusters Score -1.175772e+07 nChanged 47582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49208 members 
Mstep: Class 2 contains 50587 members 
Entering Unmasked Estep 
Score: -11785316.000000 Penalty: 3741.033936
	Iteration 1F: 3 clusters Score -1.178532e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48897 members 
Mstep: Class 2 contains 50898 members 
Entering Unmasked Estep 
Score: -11785715.000000 Penalty: 3741.033936
	Iteration 2Q: 3 clusters Score -1.178572e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48409 members 
Mstep: Class 2 contains 51386 members 
Entering Unmasked Estep 
Score: -11786144.000000 Penalty: 3741.033936
	Iteration 3Q: 3 clusters Score -1.178614e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47755 members 
Mstep: Class 2 contains 52040 members 
Entering Unmasked Estep 
Score: -11786623.000000 Penalty: 3741.033936
	Iteration 4Q: 3 clusters Score -1.178662e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46774 members 
Mstep: Class 2 contains 53021 members 
Entering Unmasked Estep 
Score: -11787129.000000 Penalty: 3741.033936
	Iteration 5Q: 3 clusters Score -1.178713e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45223 members 
Mstep: Class 2 contains 54572 members 
Entering Unmasked Estep 
Score: -11787919.000000 Penalty: 3741.033936
	Iteration 6Q: 3 clusters Score -1.178792e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42822 members 
Mstep: Class 2 contains 56973 members 
Entering Unmasked Estep 
Score: -11789041.000000 Penalty: 3741.033936
	Iteration 7Q: 3 clusters Score -1.178904e+07 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39329 members 
Mstep: Class 2 contains 60466 members 
Entering Unmasked Estep 
Score: -11790770.000000 Penalty: 3741.033936
	Iteration 8Q: 3 clusters Score -1.179077e+07 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34459 members 
Mstep: Class 2 contains 65336 members 
Entering Unmasked Estep 
Score: -11793738.000000 Penalty: 3741.033936
	Iteration 9F: 3 clusters Score -1.179374e+07 nChanged 6528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 71730 members 
Entering Unmasked Estep 
Score: -11798248.000000 Penalty: 3741.033936
	Iteration 10F: 3 clusters Score -1.179825e+07 nChanged 7469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 79185 members 
Entering Unmasked Estep 
Score: -11804359.000000 Penalty: 3741.033936
	Iteration 11F: 3 clusters Score -1.180436e+07 nChanged 7580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 86763 members 
Entering Unmasked Estep 
Score: -11810777.000000 Penalty: 3741.033936
	Iteration 12F: 3 clusters Score -1.181078e+07 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 92849 members 
Entering Unmasked Estep 
Score: -11815970.000000 Penalty: 3741.033936
	Iteration 13F: 3 clusters Score -1.181597e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 96648 members 
Entering Unmasked Estep 
Score: -11818930.000000 Penalty: 3741.033936
	Iteration 14Q: 3 clusters Score -1.181893e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 98489 members 
Entering Unmasked Estep 
Score: -11820522.000000 Penalty: 3741.033936
	Iteration 15Q: 3 clusters Score -1.182052e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 99190 members 
Entering Unmasked Estep 
Score: -11821076.000000 Penalty: 3741.033936
	Iteration 16Q: 3 clusters Score -1.182108e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 99433 members 
Entering Unmasked Estep 
Score: -11821285.000000 Penalty: 3741.033936
	Iteration 17Q: 3 clusters Score -1.182128e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 99523 members 
Entering Unmasked Estep 
Score: -11821389.000000 Penalty: 3741.033936
	Iteration 18Q: 3 clusters Score -1.182139e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 99568 members 
Entering Unmasked Estep 
Score: -11821426.000000 Penalty: 3741.033936
	Iteration 19Q: 3 clusters Score -1.182143e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 99581 members 
Entering Unmasked Estep 
Score: -11821454.000000 Penalty: 3741.033936
	Iteration 20F: 3 clusters Score -1.182145e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 99590 members 
Entering Unmasked Estep 
Score: -11821477.000000 Penalty: 3741.033936
	Iteration 21Q: 3 clusters Score -1.182148e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 99594 members 
Entering Unmasked Estep 
Score: -11821493.000000 Penalty: 3741.033936
	Iteration 22Q: 3 clusters Score -1.182149e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 99599 members 
Entering Unmasked Estep 
Score: -11821504.000000 Penalty: 3741.033936
	Iteration 23Q: 3 clusters Score -1.18215e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 99600 members 
Entering Unmasked Estep 
Score: -11821514.000000 Penalty: 3741.033936
	Iteration 24Q: 3 clusters Score -1.182151e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 99603 members 
Entering Unmasked Estep 
Score: -11821513.000000 Penalty: 3741.033936
	Iteration 25Q: 3 clusters Score -1.182151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 99603 members 
Entering Unmasked Estep 
Score: -11821517.000000 Penalty: 3741.033936
	Iteration 26Q: 3 clusters Score -1.182152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 99603 members 
Entering Unmasked Estep 
Score: -11821520.000000 Penalty: 3741.033936
	Iteration 27Q: 3 clusters Score -1.182152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 99602 members 
Entering Unmasked Estep 
Score: -11821515.000000 Penalty: 3741.033936
	Iteration 28Q: 3 clusters Score -1.182152e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 99602 members 
Entering Unmasked Estep 
Score: -11821515.000000 Penalty: 3741.033936
	Iteration 29F: 3 clusters Score -1.182152e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (63623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63623 members 
Entering Unmasked Estep 
Score: -7467657.500000 Penalty: 1797.368652
	Iteration 0F: 2 clusters Score -7467658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 31950 members 
Entering Unmasked Estep 
Score: -7425220.000000 Penalty: 3594.737305
	Iteration 0F: 3 clusters Score -7425220 nChanged 29996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30583 members 
Mstep: Class 2 contains 33040 members 
Entering Unmasked Estep 
Score: -7442071.500000 Penalty: 3594.737305
	Iteration 1F: 3 clusters Score -7442072 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 33771 members 
Entering Unmasked Estep 
Score: -7442582.500000 Penalty: 3594.737305
	Iteration 2Q: 3 clusters Score -7442582 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -7443154.500000 Penalty: 3594.737305
	Iteration 3Q: 3 clusters Score -7443154 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 36442 members 
Entering Unmasked Estep 
Score: -7443863.000000 Penalty: 3594.737305
	Iteration 4Q: 3 clusters Score -7443863 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 38757 members 
Entering Unmasked Estep 
Score: -7445028.500000 Penalty: 3594.737305
	Iteration 5Q: 3 clusters Score -7445028 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 42034 members 
Entering Unmasked Estep 
Score: -7447006.500000 Penalty: 3594.737305
	Iteration 6F: 3 clusters Score -7447006 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 46377 members 
Entering Unmasked Estep 
Score: -7450264.500000 Penalty: 3594.737305
	Iteration 7F: 3 clusters Score -7450264 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 51428 members 
Entering Unmasked Estep 
Score: -7454728.000000 Penalty: 3594.737305
	Iteration 8F: 3 clusters Score -7454728 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 56204 members 
Entering Unmasked Estep 
Score: -7459325.000000 Penalty: 3594.737305
	Iteration 9F: 3 clusters Score -7459325 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 59634 members 
Entering Unmasked Estep 
Score: -7462565.500000 Penalty: 3594.737305
	Iteration 10F: 3 clusters Score -7462566 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 61655 members 
Entering Unmasked Estep 
Score: -7464391.000000 Penalty: 3594.737305
	Iteration 11Q: 3 clusters Score -7464391 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 62666 members 
Entering Unmasked Estep 
Score: -7465326.000000 Penalty: 3594.737305
	Iteration 12Q: 3 clusters Score -7465326 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 63067 members 
Entering Unmasked Estep 
Score: -7465687.000000 Penalty: 3594.737305
	Iteration 13Q: 3 clusters Score -7465687 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 63240 members 
Entering Unmasked Estep 
Score: -7465879.000000 Penalty: 3594.737305
	Iteration 14Q: 3 clusters Score -7465879 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 63312 members 
Entering Unmasked Estep 
Score: -7465957.000000 Penalty: 3594.737305
	Iteration 15Q: 3 clusters Score -7465957 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 63343 members 
Entering Unmasked Estep 
Score: -7466006.500000 Penalty: 3594.737305
	Iteration 16Q: 3 clusters Score -7466006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 63355 members 
Entering Unmasked Estep 
Score: -7466035.000000 Penalty: 3594.737305
	Iteration 17Q: 3 clusters Score -7466035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 63363 members 
Entering Unmasked Estep 
Score: -7466046.500000 Penalty: 3594.737305
	Iteration 18Q: 3 clusters Score -7466046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 63368 members 
Entering Unmasked Estep 
Score: -7466046.000000 Penalty: 3594.737305
	Iteration 19Q: 3 clusters Score -7466046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 63370 members 
Entering Unmasked Estep 
Score: -7466047.000000 Penalty: 3594.737305
	Iteration 20F: 3 clusters Score -7466047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 63370 members 
Entering Unmasked Estep 
Score: -7466051.000000 Penalty: 3594.737305
	Iteration 21Q: 3 clusters Score -7466051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 63370 members 
Entering Unmasked Estep 
Score: -7466051.000000 Penalty: 3594.737305
	Iteration 22F: 3 clusters Score -7466051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Entering Unmasked Estep 
Score: -80372.132812 Penalty: 1079.827271
	Iteration 0F: 2 clusters Score -80372.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -79113.125000 Penalty: 2159.654541
	Iteration 0F: 3 clusters Score -79113.12 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -79361.609375 Penalty: 2159.654541
	Iteration 1F: 3 clusters Score -79361.61 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -79452.351562 Penalty: 2159.654541
	Iteration 2F: 3 clusters Score -79452.35 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -79548.226562 Penalty: 2159.654541
	Iteration 3F: 3 clusters Score -79548.23 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -79623.062500 Penalty: 2159.654541
	Iteration 4Q: 3 clusters Score -79623.06 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -79684.359375 Penalty: 2159.654541
	Iteration 5Q: 3 clusters Score -79684.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -79711.101562 Penalty: 2159.654541
	Iteration 6Q: 3 clusters Score -79711.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -79743.796875 Penalty: 2159.654541
	Iteration 7Q: 3 clusters Score -79743.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -79794.539062 Penalty: 2159.654541
	Iteration 8Q: 3 clusters Score -79794.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -79847.718750 Penalty: 2159.654541
	Iteration 9Q: 3 clusters Score -79847.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -79899.242188 Penalty: 2159.654541
	Iteration 10Q: 3 clusters Score -79899.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -79928.117188 Penalty: 2159.654541
	Iteration 11Q: 3 clusters Score -79928.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -79956.226562 Penalty: 2159.654541
	Iteration 12Q: 3 clusters Score -79956.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -79978.546875 Penalty: 2159.654541
	Iteration 13Q: 3 clusters Score -79978.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -80011.554688 Penalty: 2159.654541
	Iteration 14Q: 3 clusters Score -80011.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -80040.156250 Penalty: 2159.654541
	Iteration 15Q: 3 clusters Score -80040.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -80072.843750 Penalty: 2159.654541
	Iteration 16Q: 3 clusters Score -80072.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -80085.960938 Penalty: 2159.654541
	Iteration 17Q: 3 clusters Score -80085.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -80093.062500 Penalty: 2159.654541
	Iteration 18Q: 3 clusters Score -80093.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -80099.070312 Penalty: 2159.654541
	Iteration 19Q: 3 clusters Score -80099.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -80106.945312 Penalty: 2159.654541
	Iteration 20F: 3 clusters Score -80106.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -80109.773438 Penalty: 2159.654541
	Iteration 21Q: 3 clusters Score -80109.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -80109.773438 Penalty: 2159.654541
	Iteration 22F: 3 clusters Score -80109.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 86676 members 
Mstep: Class 2 contains 44824 members 
Mstep: Class 3 contains 8039 members 
Mstep: Class 4 contains 11317 members 
Mstep: Class 5 contains 113077 members 
Mstep: Class 6 contains 43778 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 86708 members 
Mstep: Class 9 contains 197209 members 
Mstep: Class 10 contains 47670 members 
Mstep: Class 11 contains 11256 members 
Mstep: Class 12 contains 9603 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 639 members 
Mstep: Class 16 contains 19452 members 
Mstep: Class 17 contains 15851 members 
Mstep: Class 18 contains 12921 members 
Mstep: Class 19 contains 113127 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1463 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 75097 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 8709 members 
Mstep: Class 29 contains 80727 members 
Mstep: Class 30 contains 76929 members 
Mstep: Class 31 contains 6041 members 
Mstep: Class 32 contains 23211 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3829 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 28906 members 
Mstep: Class 37 contains 104247 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 3617 members 
Mstep: Class 41 contains 27783 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 81562 members 
Mstep: Class 44 contains 99294 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 15565 members 
Mstep: Class 50 contains 99795 members 
Mstep: Class 51 contains 63623 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194734656.000000 Penalty: 119004.437500
Iteration 239Q: 52 clusters Score -1.947347e+08 nChanged 10608
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 86612 members 
Mstep: Class 2 contains 44806 members 
Mstep: Class 3 contains 8135 members 
Mstep: Class 4 contains 11318 members 
Mstep: Class 5 contains 113519 members 
Mstep: Class 6 contains 43771 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 86714 members 
Mstep: Class 9 contains 197204 members 
Mstep: Class 10 contains 47807 members 
Mstep: Class 11 contains 11257 members 
Mstep: Class 12 contains 9616 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 88492 members 
Mstep: Class 16 contains 19459 members 
Mstep: Class 17 contains 15851 members 
Mstep: Class 18 contains 12921 members 
Mstep: Class 19 contains 113427 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1465 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 75699 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 8418 members 
Mstep: Class 29 contains 80631 members 
Mstep: Class 30 contains 76925 members 
Mstep: Class 31 contains 6035 members 
Mstep: Class 32 contains 23460 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3829 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 28882 members 
Mstep: Class 37 contains 105660 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 3551 members 
Mstep: Class 41 contains 27777 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 81106 members 
Mstep: Class 44 contains 98868 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 15765 members 
Mstep: Class 50 contains 100252 members 
Mstep: Class 51 contains 63937 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194734816.000000 Penalty: 119004.437500
Iteration 240F: 52 clusters Score -1.947348e+08 nChanged 9774
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 86406 members 
Mstep: Class 2 contains 44753 members 
Mstep: Class 3 contains 8261 members 
Mstep: Class 4 contains 11318 members 
Mstep: Class 5 contains 113899 members 
Mstep: Class 6 contains 43770 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 86822 members 
Mstep: Class 9 contains 197195 members 
Mstep: Class 10 contains 48161 members 
Mstep: Class 11 contains 11257 members 
Mstep: Class 12 contains 9627 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 87092 members 
Mstep: Class 16 contains 19466 members 
Mstep: Class 17 contains 15851 members 
Mstep: Class 18 contains 12921 members 
Mstep: Class 19 contains 113520 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1465 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 76150 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 8139 members 
Mstep: Class 29 contains 80362 members 
Mstep: Class 30 contains 76915 members 
Mstep: Class 31 contains 6038 members 
Mstep: Class 32 contains 23341 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3828 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 28849 members 
Mstep: Class 37 contains 106555 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 3491 members 
Mstep: Class 41 contains 27770 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 80553 members 
Mstep: Class 44 contains 98572 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 15995 members 
Mstep: Class 50 contains 100670 members 
Mstep: Class 51 contains 64157 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194734848.000000 Penalty: 119004.437500
Iteration 241Q: 52 clusters Score -1.947348e+08 nChanged 8743
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 86289 members 
Mstep: Class 2 contains 44727 members 
Mstep: Class 3 contains 8385 members 
Mstep: Class 4 contains 11319 members 
Mstep: Class 5 contains 114174 members 
Mstep: Class 6 contains 43766 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 86836 members 
Mstep: Class 9 contains 197191 members 
Mstep: Class 10 contains 48410 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 9637 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 85722 members 
Mstep: Class 16 contains 19480 members 
Mstep: Class 17 contains 15851 members 
Mstep: Class 18 contains 12921 members 
Mstep: Class 19 contains 113699 members 
Mstep: Class 20 contains 1101 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1464 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 76607 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 7867 members 
Mstep: Class 29 contains 80181 members 
Mstep: Class 30 contains 76904 members 
Mstep: Class 31 contains 6035 members 
Mstep: Class 32 contains 23445 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3827 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 28815 members 
Mstep: Class 37 contains 107106 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 3424 members 
Mstep: Class 41 contains 27760 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 79984 members 
Mstep: Class 44 contains 98559 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 16220 members 
Mstep: Class 50 contains 100893 members 
Mstep: Class 51 contains 64412 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194733760.000000 Penalty: 119004.437500
Iteration 242Q: 52 clusters Score -1.947338e+08 nChanged 8034
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 86189 members 
Mstep: Class 2 contains 44718 members 
Mstep: Class 3 contains 8543 members 
Mstep: Class 4 contains 11319 members 
Mstep: Class 5 contains 114307 members 
Mstep: Class 6 contains 43767 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 86799 members 
Mstep: Class 9 contains 197181 members 
Mstep: Class 10 contains 48825 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 9641 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 84788 members 
Mstep: Class 16 contains 19490 members 
Mstep: Class 17 contains 15851 members 
Mstep: Class 18 contains 12922 members 
Mstep: Class 19 contains 113907 members 
Mstep: Class 20 contains 1101 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1465 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 77064 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 7577 members 
Mstep: Class 29 contains 80062 members 
Mstep: Class 30 contains 76896 members 
Mstep: Class 31 contains 6028 members 
Mstep: Class 32 contains 23225 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3827 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 28787 members 
Mstep: Class 37 contains 107466 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 3371 members 
Mstep: Class 41 contains 27751 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 79435 members 
Mstep: Class 44 contains 98619 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 16455 members 
Mstep: Class 50 contains 101046 members 
Mstep: Class 51 contains 64588 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194734048.000000 Penalty: 119004.437500
Iteration 243Q: 52 clusters Score -1.94734e+08 nChanged 7260
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 86109 members 
Mstep: Class 2 contains 44715 members 
Mstep: Class 3 contains 8681 members 
Mstep: Class 4 contains 11318 members 
Mstep: Class 5 contains 114244 members 
Mstep: Class 6 contains 43772 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 86781 members 
Mstep: Class 9 contains 197175 members 
Mstep: Class 10 contains 49344 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 9644 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 84017 members 
Mstep: Class 16 contains 19495 members 
Mstep: Class 17 contains 15851 members 
Mstep: Class 18 contains 12920 members 
Mstep: Class 19 contains 114179 members 
Mstep: Class 20 contains 1101 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1465 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 77315 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 7250 members 
Mstep: Class 29 contains 79966 members 
Mstep: Class 30 contains 76889 members 
Mstep: Class 31 contains 6014 members 
Mstep: Class 32 contains 23126 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3826 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 28773 members 
Mstep: Class 37 contains 107790 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 3311 members 
Mstep: Class 41 contains 27746 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 78870 members 
Mstep: Class 44 contains 98790 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 16654 members 
Mstep: Class 50 contains 101139 members 
Mstep: Class 51 contains 64740 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194733632.000000 Penalty: 119004.437500
Iteration 244Q: 52 clusters Score -1.947336e+08 nChanged 6717
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 86044 members 
Mstep: Class 2 contains 44714 members 
Mstep: Class 3 contains 8808 members 
Mstep: Class 4 contains 11318 members 
Mstep: Class 5 contains 114124 members 
Mstep: Class 6 contains 43773 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 86856 members 
Mstep: Class 9 contains 197178 members 
Mstep: Class 10 contains 49816 members 
Mstep: Class 11 contains 11259 members 
Mstep: Class 12 contains 9652 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 83498 members 
Mstep: Class 16 contains 19496 members 
Mstep: Class 17 contains 15848 members 
Mstep: Class 18 contains 12918 members 
Mstep: Class 19 contains 114338 members 
Mstep: Class 20 contains 1101 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1466 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 77805 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 6925 members 
Mstep: Class 29 contains 79866 members 
Mstep: Class 30 contains 76889 members 
Mstep: Class 31 contains 5997 members 
Mstep: Class 32 contains 22732 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3826 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 28753 members 
Mstep: Class 37 contains 108149 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 3261 members 
Mstep: Class 41 contains 27737 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 78316 members 
Mstep: Class 44 contains 98966 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 16850 members 
Mstep: Class 50 contains 101073 members 
Mstep: Class 51 contains 64916 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194733760.000000 Penalty: 119004.437500
Iteration 245Q: 52 clusters Score -1.947338e+08 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 85974 members 
Mstep: Class 2 contains 44694 members 
Mstep: Class 3 contains 8994 members 
Mstep: Class 4 contains 11317 members 
Mstep: Class 5 contains 113920 members 
Mstep: Class 6 contains 43777 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 87034 members 
Mstep: Class 9 contains 197174 members 
Mstep: Class 10 contains 50345 members 
Mstep: Class 11 contains 11258 members 
Mstep: Class 12 contains 9655 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 83002 members 
Mstep: Class 16 contains 19499 members 
Mstep: Class 17 contains 15848 members 
Mstep: Class 18 contains 12917 members 
Mstep: Class 19 contains 114378 members 
Mstep: Class 20 contains 1101 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1466 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 78320 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 6612 members 
Mstep: Class 29 contains 79734 members 
Mstep: Class 30 contains 76881 members 
Mstep: Class 31 contains 5984 members 
Mstep: Class 32 contains 22462 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3826 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 28736 members 
Mstep: Class 37 contains 108568 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 3196 members 
Mstep: Class 41 contains 27732 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 77750 members 
Mstep: Class 44 contains 99080 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 17048 members 
Mstep: Class 50 contains 100919 members 
Mstep: Class 51 contains 65067 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194733472.000000 Penalty: 119004.437500
Iteration 246Q: 52 clusters Score -1.947335e+08 nChanged 6214
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 85877 members 
Mstep: Class 2 contains 44664 members 
Mstep: Class 3 contains 9206 members 
Mstep: Class 4 contains 11317 members 
Mstep: Class 5 contains 113606 members 
Mstep: Class 6 contains 43773 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 87216 members 
Mstep: Class 9 contains 197168 members 
Mstep: Class 10 contains 50665 members 
Mstep: Class 11 contains 11260 members 
Mstep: Class 12 contains 9657 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 82626 members 
Mstep: Class 16 contains 19498 members 
Mstep: Class 17 contains 15853 members 
Mstep: Class 18 contains 12917 members 
Mstep: Class 19 contains 114379 members 
Mstep: Class 20 contains 1101 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1467 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 79007 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 6311 members 
Mstep: Class 29 contains 79639 members 
Mstep: Class 30 contains 76878 members 
Mstep: Class 31 contains 5975 members 
Mstep: Class 32 contains 22286 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3826 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 28717 members 
Mstep: Class 37 contains 108924 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 3144 members 
Mstep: Class 41 contains 27726 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 77203 members 
Mstep: Class 44 contains 99198 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 17210 members 
Mstep: Class 50 contains 100751 members 
Mstep: Class 51 contains 65225 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194734496.000000 Penalty: 119004.437500
Iteration 247Q: 52 clusters Score -1.947345e+08 nChanged 6279
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 85809 members 
Mstep: Class 2 contains 44637 members 
Mstep: Class 3 contains 9406 members 
Mstep: Class 4 contains 11317 members 
Mstep: Class 5 contains 113205 members 
Mstep: Class 6 contains 43772 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 87378 members 
Mstep: Class 9 contains 197173 members 
Mstep: Class 10 contains 51254 members 
Mstep: Class 11 contains 11263 members 
Mstep: Class 12 contains 9658 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 82388 members 
Mstep: Class 16 contains 19499 members 
Mstep: Class 17 contains 15854 members 
Mstep: Class 18 contains 12917 members 
Mstep: Class 19 contains 114359 members 
Mstep: Class 20 contains 1101 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1468 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 79616 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 5987 members 
Mstep: Class 29 contains 79560 members 
Mstep: Class 30 contains 76870 members 
Mstep: Class 31 contains 5973 members 
Mstep: Class 32 contains 22051 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3826 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 28692 members 
Mstep: Class 37 contains 109197 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 3101 members 
Mstep: Class 41 contains 27721 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 76671 members 
Mstep: Class 44 contains 99332 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 17361 members 
Mstep: Class 50 contains 100525 members 
Mstep: Class 51 contains 65329 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194734192.000000 Penalty: 119004.437500
Iteration 248Q: 52 clusters Score -1.947342e+08 nChanged 6346
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 85765 members 
Mstep: Class 2 contains 44625 members 
Mstep: Class 3 contains 9630 members 
Mstep: Class 4 contains 11317 members 
Mstep: Class 5 contains 112778 members 
Mstep: Class 6 contains 43770 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 87597 members 
Mstep: Class 9 contains 197168 members 
Mstep: Class 10 contains 51835 members 
Mstep: Class 11 contains 11263 members 
Mstep: Class 12 contains 9661 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 81900 members 
Mstep: Class 16 contains 19501 members 
Mstep: Class 17 contains 15855 members 
Mstep: Class 18 contains 12917 members 
Mstep: Class 19 contains 114251 members 
Mstep: Class 20 contains 1101 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1466 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 80293 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 5670 members 
Mstep: Class 29 contains 79490 members 
Mstep: Class 30 contains 76860 members 
Mstep: Class 31 contains 5967 members 
Mstep: Class 32 contains 22072 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3827 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 28670 members 
Mstep: Class 37 contains 109590 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 3048 members 
Mstep: Class 41 contains 27715 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 76156 members 
Mstep: Class 44 contains 99404 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 17495 members 
Mstep: Class 50 contains 100180 members 
Mstep: Class 51 contains 65433 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194734368.000000 Penalty: 119004.437500
Iteration 249Q: 52 clusters Score -1.947344e+08 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 85715 members 
Mstep: Class 2 contains 44598 members 
Mstep: Class 3 contains 9848 members 
Mstep: Class 4 contains 11317 members 
Mstep: Class 5 contains 112431 members 
Mstep: Class 6 contains 43764 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 87738 members 
Mstep: Class 9 contains 197164 members 
Mstep: Class 10 contains 52441 members 
Mstep: Class 11 contains 11266 members 
Mstep: Class 12 contains 9661 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 81654 members 
Mstep: Class 16 contains 19503 members 
Mstep: Class 17 contains 15857 members 
Mstep: Class 18 contains 12917 members 
Mstep: Class 19 contains 114043 members 
Mstep: Class 20 contains 1101 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1466 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 81033 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 5363 members 
Mstep: Class 29 contains 79422 members 
Mstep: Class 30 contains 76857 members 
Mstep: Class 31 contains 5959 members 
Mstep: Class 32 contains 21982 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3827 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 28651 members 
Mstep: Class 37 contains 109922 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 2994 members 
Mstep: Class 41 contains 27712 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 75704 members 
Mstep: Class 44 contains 99417 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 17616 members 
Mstep: Class 50 contains 99840 members 
Mstep: Class 51 contains 65487 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194735568.000000 Penalty: 119004.437500
Iteration 250Q: 52 clusters Score -1.947356e+08 nChanged 6415
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 85718 members 
Mstep: Class 2 contains 44575 members 
Mstep: Class 3 contains 10033 members 
Mstep: Class 4 contains 11316 members 
Mstep: Class 5 contains 112258 members 
Mstep: Class 6 contains 43764 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 87853 members 
Mstep: Class 9 contains 197153 members 
Mstep: Class 10 contains 52906 members 
Mstep: Class 11 contains 11272 members 
Mstep: Class 12 contains 9662 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 81358 members 
Mstep: Class 16 contains 19505 members 
Mstep: Class 17 contains 15859 members 
Mstep: Class 18 contains 12917 members 
Mstep: Class 19 contains 113797 members 
Mstep: Class 20 contains 1101 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1466 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 81935 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 5068 members 
Mstep: Class 29 contains 79373 members 
Mstep: Class 30 contains 76853 members 
Mstep: Class 31 contains 5963 members 
Mstep: Class 32 contains 22077 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3825 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 28649 members 
Mstep: Class 37 contains 110153 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 2937 members 
Mstep: Class 41 contains 27707 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 75281 members 
Mstep: Class 44 contains 99155 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 17708 members 
Mstep: Class 50 contains 99596 members 
Mstep: Class 51 contains 65477 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194735952.000000 Penalty: 119004.437500
Iteration 251Q: 52 clusters Score -1.94736e+08 nChanged 6679
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 85695 members 
Mstep: Class 2 contains 44564 members 
Mstep: Class 3 contains 10222 members 
Mstep: Class 4 contains 11316 members 
Mstep: Class 5 contains 112083 members 
Mstep: Class 6 contains 43773 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 87838 members 
Mstep: Class 9 contains 197160 members 
Mstep: Class 10 contains 53605 members 
Mstep: Class 11 contains 11277 members 
Mstep: Class 12 contains 9662 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 81308 members 
Mstep: Class 16 contains 19505 members 
Mstep: Class 17 contains 15865 members 
Mstep: Class 18 contains 12917 members 
Mstep: Class 19 contains 113505 members 
Mstep: Class 20 contains 1101 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1466 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 82793 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 4801 members 
Mstep: Class 29 contains 79317 members 
Mstep: Class 30 contains 76845 members 
Mstep: Class 31 contains 5962 members 
Mstep: Class 32 contains 21986 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3822 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 28635 members 
Mstep: Class 37 contains 110252 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 2890 members 
Mstep: Class 41 contains 27700 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 74904 members 
Mstep: Class 44 contains 98915 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 17802 members 
Mstep: Class 50 contains 99353 members 
Mstep: Class 51 contains 65431 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194736944.000000 Penalty: 119004.437500
Iteration 252Q: 52 clusters Score -1.947369e+08 nChanged 6813
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 85656 members 
Mstep: Class 2 contains 44559 members 
Mstep: Class 3 contains 10403 members 
Mstep: Class 4 contains 11314 members 
Mstep: Class 5 contains 111796 members 
Mstep: Class 6 contains 43779 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 87957 members 
Mstep: Class 9 contains 197162 members 
Mstep: Class 10 contains 54223 members 
Mstep: Class 11 contains 11280 members 
Mstep: Class 12 contains 9663 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 81384 members 
Mstep: Class 16 contains 19507 members 
Mstep: Class 17 contains 15866 members 
Mstep: Class 18 contains 12917 members 
Mstep: Class 19 contains 113247 members 
Mstep: Class 20 contains 1101 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1466 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 83914 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 4558 members 
Mstep: Class 29 contains 79265 members 
Mstep: Class 30 contains 76845 members 
Mstep: Class 31 contains 5954 members 
Mstep: Class 32 contains 21795 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3822 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 28628 members 
Mstep: Class 37 contains 110453 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 2845 members 
Mstep: Class 41 contains 27691 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 74467 members 
Mstep: Class 44 contains 98566 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 17865 members 
Mstep: Class 50 contains 98927 members 
Mstep: Class 51 contains 65395 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194737104.000000 Penalty: 119004.437500
Iteration 253Q: 52 clusters Score -1.947371e+08 nChanged 7613
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 85644 members 
Mstep: Class 2 contains 44536 members 
Mstep: Class 3 contains 10564 members 
Mstep: Class 4 contains 11312 members 
Mstep: Class 5 contains 111709 members 
Mstep: Class 6 contains 43786 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 87967 members 
Mstep: Class 9 contains 197166 members 
Mstep: Class 10 contains 54877 members 
Mstep: Class 11 contains 11284 members 
Mstep: Class 12 contains 9662 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 81623 members 
Mstep: Class 16 contains 19509 members 
Mstep: Class 17 contains 15868 members 
Mstep: Class 18 contains 12917 members 
Mstep: Class 19 contains 112865 members 
Mstep: Class 20 contains 1101 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1465 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 85299 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 4335 members 
Mstep: Class 29 contains 79232 members 
Mstep: Class 30 contains 76843 members 
Mstep: Class 31 contains 5952 members 
Mstep: Class 32 contains 21707 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3822 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 28621 members 
Mstep: Class 37 contains 110423 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 2786 members 
Mstep: Class 41 contains 27676 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 74019 members 
Mstep: Class 44 contains 98151 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 17913 members 
Mstep: Class 50 contains 98295 members 
Mstep: Class 51 contains 65341 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738160.000000 Penalty: 119004.437500
Iteration 254Q: 52 clusters Score -1.947382e+08 nChanged 8554
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 85620 members 
Mstep: Class 2 contains 44528 members 
Mstep: Class 3 contains 10743 members 
Mstep: Class 4 contains 11311 members 
Mstep: Class 5 contains 111479 members 
Mstep: Class 6 contains 43794 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 87864 members 
Mstep: Class 9 contains 197173 members 
Mstep: Class 10 contains 56104 members 
Mstep: Class 11 contains 11287 members 
Mstep: Class 12 contains 9664 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 81613 members 
Mstep: Class 16 contains 19511 members 
Mstep: Class 17 contains 15870 members 
Mstep: Class 18 contains 12918 members 
Mstep: Class 19 contains 112548 members 
Mstep: Class 20 contains 1101 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1466 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 86318 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 4141 members 
Mstep: Class 29 contains 79186 members 
Mstep: Class 30 contains 76836 members 
Mstep: Class 31 contains 5955 members 
Mstep: Class 32 contains 21537 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3823 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 28612 members 
Mstep: Class 37 contains 110637 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 2718 members 
Mstep: Class 41 contains 27660 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 73572 members 
Mstep: Class 44 contains 97632 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 17955 members 
Mstep: Class 50 contains 97838 members 
Mstep: Class 51 contains 65256 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194738960.000000 Penalty: 119004.437500
Iteration 255Q: 52 clusters Score -1.94739e+08 nChanged 8910
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 85599 members 
Mstep: Class 2 contains 44512 members 
Mstep: Class 3 contains 10910 members 
Mstep: Class 4 contains 11312 members 
Mstep: Class 5 contains 111335 members 
Mstep: Class 6 contains 43804 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 87593 members 
Mstep: Class 9 contains 197172 members 
Mstep: Class 10 contains 56973 members 
Mstep: Class 11 contains 11293 members 
Mstep: Class 12 contains 9662 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 81561 members 
Mstep: Class 16 contains 19514 members 
Mstep: Class 17 contains 15870 members 
Mstep: Class 18 contains 12918 members 
Mstep: Class 19 contains 112138 members 
Mstep: Class 20 contains 1101 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1466 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 87908 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 3959 members 
Mstep: Class 29 contains 79146 members 
Mstep: Class 30 contains 76835 members 
Mstep: Class 31 contains 5951 members 
Mstep: Class 32 contains 21482 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3823 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 28613 members 
Mstep: Class 37 contains 110866 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 2646 members 
Mstep: Class 41 contains 27646 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 73151 members 
Mstep: Class 44 contains 96988 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 18005 members 
Mstep: Class 50 contains 97371 members 
Mstep: Class 51 contains 65147 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739760.000000 Penalty: 119004.437500
Iteration 256Q: 52 clusters Score -1.947398e+08 nChanged 9265
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 85551 members 
Mstep: Class 2 contains 44484 members 
Mstep: Class 3 contains 11096 members 
Mstep: Class 4 contains 11312 members 
Mstep: Class 5 contains 111299 members 
Mstep: Class 6 contains 43811 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 87117 members 
Mstep: Class 9 contains 197171 members 
Mstep: Class 10 contains 57924 members 
Mstep: Class 11 contains 11297 members 
Mstep: Class 12 contains 9661 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 81744 members 
Mstep: Class 16 contains 19517 members 
Mstep: Class 17 contains 15870 members 
Mstep: Class 18 contains 12918 members 
Mstep: Class 19 contains 111696 members 
Mstep: Class 20 contains 1101 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1466 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 89494 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 3788 members 
Mstep: Class 29 contains 79132 members 
Mstep: Class 30 contains 76833 members 
Mstep: Class 31 contains 5953 members 
Mstep: Class 32 contains 21198 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3823 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 28609 members 
Mstep: Class 37 contains 110951 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 2577 members 
Mstep: Class 41 contains 27636 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 72708 members 
Mstep: Class 44 contains 96455 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 18037 members 
Mstep: Class 50 contains 97012 members 
Mstep: Class 51 contains 65029 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739648.000000 Penalty: 119004.437500
Iteration 257Q: 52 clusters Score -1.947396e+08 nChanged 9947
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 85486 members 
Mstep: Class 2 contains 44482 members 
Mstep: Class 3 contains 11239 members 
Mstep: Class 4 contains 11312 members 
Mstep: Class 5 contains 111311 members 
Mstep: Class 6 contains 43821 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 86534 members 
Mstep: Class 9 contains 197169 members 
Mstep: Class 10 contains 59028 members 
Mstep: Class 11 contains 11302 members 
Mstep: Class 12 contains 9663 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 81646 members 
Mstep: Class 16 contains 19517 members 
Mstep: Class 17 contains 15871 members 
Mstep: Class 18 contains 12918 members 
Mstep: Class 19 contains 111261 members 
Mstep: Class 20 contains 1101 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1466 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 91164 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 3627 members 
Mstep: Class 29 contains 79174 members 
Mstep: Class 30 contains 76832 members 
Mstep: Class 31 contains 5955 members 
Mstep: Class 32 contains 20996 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3822 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 28605 members 
Mstep: Class 37 contains 111085 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 2510 members 
Mstep: Class 41 contains 27626 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 72233 members 
Mstep: Class 44 contains 95992 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 18072 members 
Mstep: Class 50 contains 96565 members 
Mstep: Class 51 contains 64885 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194739856.000000 Penalty: 119004.437500
Iteration 258Q: 52 clusters Score -1.947399e+08 nChanged 10449
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 85461 members 
Mstep: Class 2 contains 44477 members 
Mstep: Class 3 contains 11403 members 
Mstep: Class 4 contains 11312 members 
Mstep: Class 5 contains 111292 members 
Mstep: Class 6 contains 43836 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 85911 members 
Mstep: Class 9 contains 197159 members 
Mstep: Class 10 contains 59984 members 
Mstep: Class 11 contains 11304 members 
Mstep: Class 12 contains 9662 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 81596 members 
Mstep: Class 16 contains 19520 members 
Mstep: Class 17 contains 15872 members 
Mstep: Class 18 contains 12918 members 
Mstep: Class 19 contains 110774 members 
Mstep: Class 20 contains 1101 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1465 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 93049 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 3455 members 
Mstep: Class 29 contains 79185 members 
Mstep: Class 30 contains 76828 members 
Mstep: Class 31 contains 5962 members 
Mstep: Class 32 contains 20985 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3821 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 28608 members 
Mstep: Class 37 contains 111166 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 2445 members 
Mstep: Class 41 contains 27614 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 71803 members 
Mstep: Class 44 contains 95346 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 18107 members 
Mstep: Class 50 contains 96087 members 
Mstep: Class 51 contains 64762 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740992.000000 Penalty: 119004.437500
Iteration 259Q: 52 clusters Score -1.94741e+08 nChanged 11029
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 85397 members 
Mstep: Class 2 contains 44473 members 
Mstep: Class 3 contains 11565 members 
Mstep: Class 4 contains 11312 members 
Mstep: Class 5 contains 111410 members 
Mstep: Class 6 contains 43837 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 85394 members 
Mstep: Class 9 contains 197155 members 
Mstep: Class 10 contains 61314 members 
Mstep: Class 11 contains 11306 members 
Mstep: Class 12 contains 9660 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 81536 members 
Mstep: Class 16 contains 19522 members 
Mstep: Class 17 contains 15871 members 
Mstep: Class 18 contains 12918 members 
Mstep: Class 19 contains 110303 members 
Mstep: Class 20 contains 1101 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1465 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 94912 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 3282 members 
Mstep: Class 29 contains 79227 members 
Mstep: Class 30 contains 76825 members 
Mstep: Class 31 contains 5969 members 
Mstep: Class 32 contains 20904 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3820 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 28587 members 
Mstep: Class 37 contains 111098 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 2390 members 
Mstep: Class 41 contains 27605 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 71407 members 
Mstep: Class 44 contains 94607 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 18112 members 
Mstep: Class 50 contains 95395 members 
Mstep: Class 51 contains 64591 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740960.000000 Penalty: 119004.437500
Iteration 260F: 52 clusters Score -1.94741e+08 nChanged 11135
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 85333 members 
Mstep: Class 2 contains 44452 members 
Mstep: Class 3 contains 11699 members 
Mstep: Class 4 contains 11311 members 
Mstep: Class 5 contains 111638 members 
Mstep: Class 6 contains 43840 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 84869 members 
Mstep: Class 9 contains 197154 members 
Mstep: Class 10 contains 62913 members 
Mstep: Class 11 contains 11310 members 
Mstep: Class 12 contains 9656 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 81379 members 
Mstep: Class 16 contains 19523 members 
Mstep: Class 17 contains 15871 members 
Mstep: Class 18 contains 12918 members 
Mstep: Class 19 contains 109808 members 
Mstep: Class 20 contains 1101 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1465 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 96814 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 3119 members 
Mstep: Class 29 contains 79250 members 
Mstep: Class 30 contains 76822 members 
Mstep: Class 31 contains 5975 members 
Mstep: Class 32 contains 20684 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3820 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 28562 members 
Mstep: Class 37 contains 111081 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 2324 members 
Mstep: Class 41 contains 27589 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 71075 members 
Mstep: Class 44 contains 94127 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 18086 members 
Mstep: Class 50 contains 94290 members 
Mstep: Class 51 contains 64412 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194740496.000000 Penalty: 119004.437500
Iteration 261Q: 52 clusters Score -1.947405e+08 nChanged 11017
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 85232 members 
Mstep: Class 2 contains 44424 members 
Mstep: Class 3 contains 11866 members 
Mstep: Class 4 contains 11309 members 
Mstep: Class 5 contains 111843 members 
Mstep: Class 6 contains 43835 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 84282 members 
Mstep: Class 9 contains 197147 members 
Mstep: Class 10 contains 64537 members 
Mstep: Class 11 contains 11309 members 
Mstep: Class 12 contains 9653 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 80989 members 
Mstep: Class 16 contains 19523 members 
Mstep: Class 17 contains 15871 members 
Mstep: Class 18 contains 12918 members 
Mstep: Class 19 contains 109292 members 
Mstep: Class 20 contains 1101 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1466 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 98780 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 2972 members 
Mstep: Class 29 contains 79250 members 
Mstep: Class 30 contains 76819 members 
Mstep: Class 31 contains 5982 members 
Mstep: Class 32 contains 20617 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3819 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 28535 members 
Mstep: Class 37 contains 111178 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 2250 members 
Mstep: Class 41 contains 27577 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 70789 members 
Mstep: Class 44 contains 93765 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 521 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 18076 members 
Mstep: Class 50 contains 93075 members 
Mstep: Class 51 contains 64189 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194741456.000000 Penalty: 119004.437500
Iteration 262Q: 52 clusters Score -1.947415e+08 nChanged 9666
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 85155 members 
Mstep: Class 2 contains 44430 members 
Mstep: Class 3 contains 12044 members 
Mstep: Class 4 contains 11308 members 
Mstep: Class 5 contains 111991 members 
Mstep: Class 6 contains 43840 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 83686 members 
Mstep: Class 9 contains 197141 members 
Mstep: Class 10 contains 65919 members 
Mstep: Class 11 contains 11311 members 
Mstep: Class 12 contains 9653 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 80839 members 
Mstep: Class 16 contains 19526 members 
Mstep: Class 17 contains 15872 members 
Mstep: Class 18 contains 12918 members 
Mstep: Class 19 contains 108826 members 
Mstep: Class 20 contains 1101 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1465 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 100502 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 2822 members 
Mstep: Class 29 contains 79222 members 
Mstep: Class 30 contains 76805 members 
Mstep: Class 31 contains 5988 members 
Mstep: Class 32 contains 20243 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3818 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 28532 members 
Mstep: Class 37 contains 111244 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 2181 members 
Mstep: Class 41 contains 27561 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 70564 members 
Mstep: Class 44 contains 93575 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 18072 members 
Mstep: Class 50 contains 92159 members 
Mstep: Class 51 contains 63956 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194741936.000000 Penalty: 119004.437500
Iteration 263Q: 52 clusters Score -1.947419e+08 nChanged 8724
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 85083 members 
Mstep: Class 2 contains 44422 members 
Mstep: Class 3 contains 12224 members 
Mstep: Class 4 contains 11308 members 
Mstep: Class 5 contains 112151 members 
Mstep: Class 6 contains 43842 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 83161 members 
Mstep: Class 9 contains 197135 members 
Mstep: Class 10 contains 67041 members 
Mstep: Class 11 contains 11314 members 
Mstep: Class 12 contains 9649 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 80398 members 
Mstep: Class 16 contains 19527 members 
Mstep: Class 17 contains 15874 members 
Mstep: Class 18 contains 12918 members 
Mstep: Class 19 contains 108387 members 
Mstep: Class 20 contains 1101 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1467 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 101804 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 2656 members 
Mstep: Class 29 contains 79199 members 
Mstep: Class 30 contains 76796 members 
Mstep: Class 31 contains 5992 members 
Mstep: Class 32 contains 20209 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3818 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 28521 members 
Mstep: Class 37 contains 111252 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 2124 members 
Mstep: Class 41 contains 27542 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 70365 members 
Mstep: Class 44 contains 93346 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 18057 members 
Mstep: Class 50 contains 91846 members 
Mstep: Class 51 contains 63740 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194741536.000000 Penalty: 119004.437500
Iteration 264Q: 52 clusters Score -1.947415e+08 nChanged 7866
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 85003 members 
Mstep: Class 2 contains 44413 members 
Mstep: Class 3 contains 12401 members 
Mstep: Class 4 contains 11308 members 
Mstep: Class 5 contains 112367 members 
Mstep: Class 6 contains 43852 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 82627 members 
Mstep: Class 9 contains 197138 members 
Mstep: Class 10 contains 68067 members 
Mstep: Class 11 contains 11312 members 
Mstep: Class 12 contains 9648 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 80132 members 
Mstep: Class 16 contains 19528 members 
Mstep: Class 17 contains 15875 members 
Mstep: Class 18 contains 12919 members 
Mstep: Class 19 contains 108007 members 
Mstep: Class 20 contains 1101 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1467 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 102847 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 2516 members 
Mstep: Class 29 contains 79200 members 
Mstep: Class 30 contains 76791 members 
Mstep: Class 31 contains 5991 members 
Mstep: Class 32 contains 20015 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3819 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 28504 members 
Mstep: Class 37 contains 111115 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 2063 members 
Mstep: Class 41 contains 27526 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 70212 members 
Mstep: Class 44 contains 93146 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 18051 members 
Mstep: Class 50 contains 91802 members 
Mstep: Class 51 contains 63506 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194741744.000000 Penalty: 119004.437500
Iteration 265Q: 52 clusters Score -1.947417e+08 nChanged 7440
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 84945 members 
Mstep: Class 2 contains 44416 members 
Mstep: Class 3 contains 12600 members 
Mstep: Class 4 contains 11307 members 
Mstep: Class 5 contains 112501 members 
Mstep: Class 6 contains 43858 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 82057 members 
Mstep: Class 9 contains 197133 members 
Mstep: Class 10 contains 69042 members 
Mstep: Class 11 contains 11312 members 
Mstep: Class 12 contains 9649 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 79718 members 
Mstep: Class 16 contains 19526 members 
Mstep: Class 17 contains 15878 members 
Mstep: Class 18 contains 12919 members 
Mstep: Class 19 contains 107686 members 
Mstep: Class 20 contains 1101 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1468 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 103590 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 2415 members 
Mstep: Class 29 contains 79198 members 
Mstep: Class 30 contains 76777 members 
Mstep: Class 31 contains 5987 members 
Mstep: Class 32 contains 19940 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3819 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 28493 members 
Mstep: Class 37 contains 111022 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 1990 members 
Mstep: Class 41 contains 27513 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 70069 members 
Mstep: Class 44 contains 93001 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 18042 members 
Mstep: Class 50 contains 92040 members 
Mstep: Class 51 contains 63257 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194742304.000000 Penalty: 119004.437500
Iteration 266Q: 52 clusters Score -1.947423e+08 nChanged 6865
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 84938 members 
Mstep: Class 2 contains 44434 members 
Mstep: Class 3 contains 12828 members 
Mstep: Class 4 contains 11306 members 
Mstep: Class 5 contains 112678 members 
Mstep: Class 6 contains 43863 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 81502 members 
Mstep: Class 9 contains 197126 members 
Mstep: Class 10 contains 69694 members 
Mstep: Class 11 contains 11314 members 
Mstep: Class 12 contains 9653 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 78875 members 
Mstep: Class 16 contains 19526 members 
Mstep: Class 17 contains 15879 members 
Mstep: Class 18 contains 12919 members 
Mstep: Class 19 contains 107361 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1468 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 104094 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 2316 members 
Mstep: Class 29 contains 79198 members 
Mstep: Class 30 contains 76766 members 
Mstep: Class 31 contains 5994 members 
Mstep: Class 32 contains 20433 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3819 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 28473 members 
Mstep: Class 37 contains 110951 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 1927 members 
Mstep: Class 41 contains 27498 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 69958 members 
Mstep: Class 44 contains 92836 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 18031 members 
Mstep: Class 50 contains 92525 members 
Mstep: Class 51 contains 62986 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194742816.000000 Penalty: 119004.437500
Iteration 267Q: 52 clusters Score -1.947428e+08 nChanged 7119
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 84942 members 
Mstep: Class 2 contains 44442 members 
Mstep: Class 3 contains 13053 members 
Mstep: Class 4 contains 11305 members 
Mstep: Class 5 contains 112844 members 
Mstep: Class 6 contains 43871 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 80914 members 
Mstep: Class 9 contains 197119 members 
Mstep: Class 10 contains 70585 members 
Mstep: Class 11 contains 11315 members 
Mstep: Class 12 contains 9657 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 78193 members 
Mstep: Class 16 contains 19530 members 
Mstep: Class 17 contains 15879 members 
Mstep: Class 18 contains 12920 members 
Mstep: Class 19 contains 106996 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1468 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 104581 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 2241 members 
Mstep: Class 29 contains 79197 members 
Mstep: Class 30 contains 76762 members 
Mstep: Class 31 contains 5987 members 
Mstep: Class 32 contains 20548 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3819 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 28440 members 
Mstep: Class 37 contains 110868 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 1862 members 
Mstep: Class 41 contains 27492 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 69831 members 
Mstep: Class 44 contains 92698 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 18033 members 
Mstep: Class 50 contains 93078 members 
Mstep: Class 51 contains 62699 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194743648.000000 Penalty: 119004.437500
Iteration 268Q: 52 clusters Score -1.947436e+08 nChanged 7009
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 84908 members 
Mstep: Class 2 contains 44453 members 
Mstep: Class 3 contains 13290 members 
Mstep: Class 4 contains 11304 members 
Mstep: Class 5 contains 112941 members 
Mstep: Class 6 contains 43873 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 80291 members 
Mstep: Class 9 contains 197125 members 
Mstep: Class 10 contains 71552 members 
Mstep: Class 11 contains 11317 members 
Mstep: Class 12 contains 9657 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 77498 members 
Mstep: Class 16 contains 19531 members 
Mstep: Class 17 contains 15880 members 
Mstep: Class 18 contains 12920 members 
Mstep: Class 19 contains 106694 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1468 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 104943 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 2164 members 
Mstep: Class 29 contains 79181 members 
Mstep: Class 30 contains 76761 members 
Mstep: Class 31 contains 5985 members 
Mstep: Class 32 contains 20692 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3819 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 28408 members 
Mstep: Class 37 contains 110767 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 27488 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 69750 members 
Mstep: Class 44 contains 92652 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 18026 members 
Mstep: Class 50 contains 93613 members 
Mstep: Class 51 contains 62411 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194744416.000000 Penalty: 119004.437500
Iteration 269Q: 52 clusters Score -1.947444e+08 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 84895 members 
Mstep: Class 2 contains 44447 members 
Mstep: Class 3 contains 13504 members 
Mstep: Class 4 contains 11303 members 
Mstep: Class 5 contains 113088 members 
Mstep: Class 6 contains 43872 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 79718 members 
Mstep: Class 9 contains 197119 members 
Mstep: Class 10 contains 72559 members 
Mstep: Class 11 contains 11323 members 
Mstep: Class 12 contains 9656 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 77070 members 
Mstep: Class 16 contains 19533 members 
Mstep: Class 17 contains 15881 members 
Mstep: Class 18 contains 12920 members 
Mstep: Class 19 contains 106375 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1468 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 105283 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 2101 members 
Mstep: Class 29 contains 79161 members 
Mstep: Class 30 contains 76750 members 
Mstep: Class 31 contains 5978 members 
Mstep: Class 32 contains 20527 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3819 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 28387 members 
Mstep: Class 37 contains 110571 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 1763 members 
Mstep: Class 41 contains 27483 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 69704 members 
Mstep: Class 44 contains 92475 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 18002 members 
Mstep: Class 50 contains 94284 members 
Mstep: Class 51 contains 62150 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194744416.000000 Penalty: 119004.437500
Iteration 270Q: 52 clusters Score -1.947444e+08 nChanged 7135
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 84887 members 
Mstep: Class 2 contains 44448 members 
Mstep: Class 3 contains 13697 members 
Mstep: Class 4 contains 11302 members 
Mstep: Class 5 contains 113209 members 
Mstep: Class 6 contains 43877 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 79191 members 
Mstep: Class 9 contains 197114 members 
Mstep: Class 10 contains 73646 members 
Mstep: Class 11 contains 11326 members 
Mstep: Class 12 contains 9655 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 76511 members 
Mstep: Class 16 contains 19534 members 
Mstep: Class 17 contains 15881 members 
Mstep: Class 18 contains 12921 members 
Mstep: Class 19 contains 106041 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1468 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 105480 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 2044 members 
Mstep: Class 29 contains 79108 members 
Mstep: Class 30 contains 76740 members 
Mstep: Class 31 contains 5966 members 
Mstep: Class 32 contains 20472 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3820 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 28369 members 
Mstep: Class 37 contains 110482 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 1707 members 
Mstep: Class 41 contains 27477 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 69594 members 
Mstep: Class 44 contains 92275 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 17974 members 
Mstep: Class 50 contains 95086 members 
Mstep: Class 51 contains 61867 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 40. Lose 2295.203125 but Gain 2333.421875
Score: -194745056.000000 Penalty: 116671.015625
Iteration 271Q: 51 clusters Score -1.947451e+08 nChanged 9004
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 84962 members 
Mstep: Class 2 contains 44500 members 
Mstep: Class 3 contains 14171 members 
Mstep: Class 4 contains 11302 members 
Mstep: Class 5 contains 113976 members 
Mstep: Class 6 contains 43883 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 78686 members 
Mstep: Class 9 contains 197110 members 
Mstep: Class 10 contains 74609 members 
Mstep: Class 11 contains 11329 members 
Mstep: Class 12 contains 9658 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 75938 members 
Mstep: Class 16 contains 19538 members 
Mstep: Class 17 contains 15881 members 
Mstep: Class 18 contains 12921 members 
Mstep: Class 19 contains 106180 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1469 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 105829 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 2006 members 
Mstep: Class 29 contains 79179 members 
Mstep: Class 30 contains 76735 members 
Mstep: Class 31 contains 5954 members 
Mstep: Class 32 contains 20452 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3820 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 28346 members 
Mstep: Class 37 contains 110288 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 41 contains 27466 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 69467 members 
Mstep: Class 44 contains 92087 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 17928 members 
Mstep: Class 50 contains 95855 members 
Mstep: Class 51 contains 61644 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194746480.000000 Penalty: 116671.015625
Iteration 272Q: 51 clusters Score -1.947465e+08 nChanged 7448
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 84937 members 
Mstep: Class 2 contains 44518 members 
Mstep: Class 3 contains 14442 members 
Mstep: Class 4 contains 11301 members 
Mstep: Class 5 contains 114323 members 
Mstep: Class 6 contains 43887 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 78248 members 
Mstep: Class 9 contains 197106 members 
Mstep: Class 10 contains 75648 members 
Mstep: Class 11 contains 11332 members 
Mstep: Class 12 contains 9660 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 75460 members 
Mstep: Class 16 contains 19538 members 
Mstep: Class 17 contains 15881 members 
Mstep: Class 18 contains 12921 members 
Mstep: Class 19 contains 105694 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1468 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 106013 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 1952 members 
Mstep: Class 29 contains 79135 members 
Mstep: Class 30 contains 76723 members 
Mstep: Class 31 contains 5948 members 
Mstep: Class 32 contains 20367 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3820 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 28330 members 
Mstep: Class 37 contains 109993 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 41 contains 27459 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 69313 members 
Mstep: Class 44 contains 91858 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 17910 members 
Mstep: Class 50 contains 96659 members 
Mstep: Class 51 contains 61325 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194745568.000000 Penalty: 116671.015625
Iteration 273Q: 51 clusters Score -1.947456e+08 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 84911 members 
Mstep: Class 2 contains 44526 members 
Mstep: Class 3 contains 14726 members 
Mstep: Class 4 contains 11301 members 
Mstep: Class 5 contains 114522 members 
Mstep: Class 6 contains 43889 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 77890 members 
Mstep: Class 9 contains 197113 members 
Mstep: Class 10 contains 76687 members 
Mstep: Class 11 contains 11331 members 
Mstep: Class 12 contains 9657 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 75322 members 
Mstep: Class 16 contains 19540 members 
Mstep: Class 17 contains 15881 members 
Mstep: Class 18 contains 12921 members 
Mstep: Class 19 contains 105212 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1467 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 105860 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 1903 members 
Mstep: Class 29 contains 79108 members 
Mstep: Class 30 contains 76720 members 
Mstep: Class 31 contains 5949 members 
Mstep: Class 32 contains 20286 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3820 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 28317 members 
Mstep: Class 37 contains 109618 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 41 contains 27453 members 
Mstep: Class 42 contains 566 members 
Mstep: Class 43 contains 69166 members 
Mstep: Class 44 contains 91662 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 17909 members 
Mstep: Class 50 contains 97496 members 
Mstep: Class 51 contains 61007 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 28. Lose 2293.681641 but Gain 2333.421875
Score: -194745808.000000 Penalty: 114337.593750
Iteration 274Q: 50 clusters Score -1.947458e+08 nChanged 7925
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 84934 members 
Mstep: Class 2 contains 44544 members 
Mstep: Class 3 contains 15020 members 
Mstep: Class 4 contains 11301 members 
Mstep: Class 5 contains 115600 members 
Mstep: Class 6 contains 43891 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 77562 members 
Mstep: Class 9 contains 197107 members 
Mstep: Class 10 contains 77781 members 
Mstep: Class 11 contains 11331 members 
Mstep: Class 12 contains 9658 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 75706 members 
Mstep: Class 16 contains 19537 members 
Mstep: Class 17 contains 15881 members 
Mstep: Class 18 contains 12921 members 
Mstep: Class 19 contains 104815 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1467 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 105423 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 29 contains 79143 members 
Mstep: Class 30 contains 76727 members 
Mstep: Class 31 contains 5949 members 
Mstep: Class 32 contains 19857 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3820 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 28302 members 
Mstep: Class 37 contains 109801 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 41 contains 27451 members 
Mstep: Class 42 contains 566 members 
Mstep: Class 43 contains 69022 members 
Mstep: Class 44 contains 91722 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 17889 members 
Mstep: Class 50 contains 98242 members 
Mstep: Class 51 contains 60766 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194747264.000000 Penalty: 114337.593750
Iteration 275Q: 50 clusters Score -1.947473e+08 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 84925 members 
Mstep: Class 2 contains 44564 members 
Mstep: Class 3 contains 15365 members 
Mstep: Class 4 contains 11301 members 
Mstep: Class 5 contains 115734 members 
Mstep: Class 6 contains 43892 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 77206 members 
Mstep: Class 9 contains 197102 members 
Mstep: Class 10 contains 78858 members 
Mstep: Class 11 contains 11333 members 
Mstep: Class 12 contains 9653 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 76086 members 
Mstep: Class 16 contains 19537 members 
Mstep: Class 17 contains 15881 members 
Mstep: Class 18 contains 12921 members 
Mstep: Class 19 contains 104459 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1465 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 104820 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 29 contains 79090 members 
Mstep: Class 30 contains 76722 members 
Mstep: Class 31 contains 5945 members 
Mstep: Class 32 contains 19491 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3821 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 28278 members 
Mstep: Class 37 contains 109323 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 41 contains 27450 members 
Mstep: Class 42 contains 566 members 
Mstep: Class 43 contains 68905 members 
Mstep: Class 44 contains 91953 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 17866 members 
Mstep: Class 50 contains 98835 members 
Mstep: Class 51 contains 60388 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194747968.000000 Penalty: 114337.593750
Iteration 276Q: 50 clusters Score -1.94748e+08 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 84915 members 
Mstep: Class 2 contains 44571 members 
Mstep: Class 3 contains 15744 members 
Mstep: Class 4 contains 11301 members 
Mstep: Class 5 contains 115729 members 
Mstep: Class 6 contains 43892 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 76860 members 
Mstep: Class 9 contains 197101 members 
Mstep: Class 10 contains 80276 members 
Mstep: Class 11 contains 11337 members 
Mstep: Class 12 contains 9645 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 76584 members 
Mstep: Class 16 contains 19540 members 
Mstep: Class 17 contains 15884 members 
Mstep: Class 18 contains 12921 members 
Mstep: Class 19 contains 104159 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1465 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 104272 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 29 contains 79060 members 
Mstep: Class 30 contains 76706 members 
Mstep: Class 31 contains 5940 members 
Mstep: Class 32 contains 18643 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3821 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 28264 members 
Mstep: Class 37 contains 108979 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 41 contains 27449 members 
Mstep: Class 42 contains 566 members 
Mstep: Class 43 contains 68819 members 
Mstep: Class 44 contains 92176 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 17811 members 
Mstep: Class 50 contains 99295 members 
Mstep: Class 51 contains 60010 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194748480.000000 Penalty: 114337.593750
Iteration 277Q: 50 clusters Score -1.947485e+08 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 84874 members 
Mstep: Class 2 contains 44572 members 
Mstep: Class 3 contains 16141 members 
Mstep: Class 4 contains 11301 members 
Mstep: Class 5 contains 115790 members 
Mstep: Class 6 contains 43890 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 76420 members 
Mstep: Class 9 contains 197098 members 
Mstep: Class 10 contains 81748 members 
Mstep: Class 11 contains 11342 members 
Mstep: Class 12 contains 9642 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 77403 members 
Mstep: Class 16 contains 19541 members 
Mstep: Class 17 contains 15884 members 
Mstep: Class 18 contains 12921 members 
Mstep: Class 19 contains 103849 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1465 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 103580 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 29 contains 79042 members 
Mstep: Class 30 contains 76690 members 
Mstep: Class 31 contains 5933 members 
Mstep: Class 32 contains 17838 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3821 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 28254 members 
Mstep: Class 37 contains 108344 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 41 contains 27444 members 
Mstep: Class 42 contains 566 members 
Mstep: Class 43 contains 68778 members 
Mstep: Class 44 contains 92594 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 17731 members 
Mstep: Class 50 contains 99595 members 
Mstep: Class 51 contains 59644 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194748704.000000 Penalty: 114337.593750
Iteration 278Q: 50 clusters Score -1.947487e+08 nChanged 5401
Entering ConstructFrom: 
Score: -194748704.000000 Penalty: 114337.593750
Entering ConstructFrom: 
Trying to split cluster 1 (84850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84850 members 
Entering Unmasked Estep 
Score: -9619329.000000 Penalty: 1844.154053
	Iteration 0F: 2 clusters Score -9619329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42199 members 
Mstep: Class 2 contains 42651 members 
Entering Unmasked Estep 
Score: -9562891.000000 Penalty: 3688.308105
	Iteration 0F: 3 clusters Score -9562891 nChanged 40302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38733 members 
Mstep: Class 2 contains 46117 members 
Entering Unmasked Estep 
Score: -9587140.000000 Penalty: 3688.308105
	Iteration 1F: 3 clusters Score -9587140 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 48380 members 
Entering Unmasked Estep 
Score: -9588989.000000 Penalty: 3688.308105
	Iteration 2Q: 3 clusters Score -9588989 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33306 members 
Mstep: Class 2 contains 51544 members 
Entering Unmasked Estep 
Score: -9591899.000000 Penalty: 3688.308105
	Iteration 3F: 3 clusters Score -9591899 nChanged 5698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 55626 members 
Entering Unmasked Estep 
Score: -9595605.000000 Penalty: 3688.308105
	Iteration 4F: 3 clusters Score -9595605 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 60381 members 
Entering Unmasked Estep 
Score: -9599721.000000 Penalty: 3688.308105
	Iteration 5F: 3 clusters Score -9599721 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 65404 members 
Entering Unmasked Estep 
Score: -9604123.000000 Penalty: 3688.308105
	Iteration 6F: 3 clusters Score -9604123 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 70084 members 
Entering Unmasked Estep 
Score: -9608526.000000 Penalty: 3688.308105
	Iteration 7F: 3 clusters Score -9608526 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 73874 members 
Entering Unmasked Estep 
Score: -9612836.000000 Penalty: 3688.308105
	Iteration 8Q: 3 clusters Score -9612836 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 76210 members 
Entering Unmasked Estep 
Score: -9615735.000000 Penalty: 3688.308105
	Iteration 9Q: 3 clusters Score -9615735 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 77412 members 
Entering Unmasked Estep 
Score: -9616837.000000 Penalty: 3688.308105
	Iteration 10Q: 3 clusters Score -9616837 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 78271 members 
Entering Unmasked Estep 
Score: -9617348.000000 Penalty: 3688.308105
	Iteration 11Q: 3 clusters Score -9617348 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 78961 members 
Entering Unmasked Estep 
Score: -9617681.000000 Penalty: 3688.308105
	Iteration 12Q: 3 clusters Score -9617681 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 79523 members 
Entering Unmasked Estep 
Score: -9617891.000000 Penalty: 3688.308105
	Iteration 13Q: 3 clusters Score -9617891 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 79986 members 
Entering Unmasked Estep 
Score: -9618062.000000 Penalty: 3688.308105
	Iteration 14Q: 3 clusters Score -9618062 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 80365 members 
Entering Unmasked Estep 
Score: -9618195.000000 Penalty: 3688.308105
	Iteration 15Q: 3 clusters Score -9618195 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 80682 members 
Entering Unmasked Estep 
Score: -9618289.000000 Penalty: 3688.308105
	Iteration 16Q: 3 clusters Score -9618289 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 80945 members 
Entering Unmasked Estep 
Score: -9618346.000000 Penalty: 3688.308105
	Iteration 17Q: 3 clusters Score -9618346 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 81153 members 
Entering Unmasked Estep 
Score: -9618376.000000 Penalty: 3688.308105
	Iteration 18Q: 3 clusters Score -9618376 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 81314 members 
Entering Unmasked Estep 
Score: -9618405.000000 Penalty: 3688.308105
	Iteration 19Q: 3 clusters Score -9618405 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 81451 members 
Entering Unmasked Estep 
Score: -9618415.000000 Penalty: 3688.308105
	Iteration 20F: 3 clusters Score -9618415 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 81569 members 
Entering Unmasked Estep 
Score: -9618441.000000 Penalty: 3688.308105
	Iteration 21Q: 3 clusters Score -9618441 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 81680 members 
Entering Unmasked Estep 
Score: -9618485.000000 Penalty: 3688.308105
	Iteration 22Q: 3 clusters Score -9618485 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 81797 members 
Entering Unmasked Estep 
Score: -9618524.000000 Penalty: 3688.308105
	Iteration 23Q: 3 clusters Score -9618524 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 81893 members 
Entering Unmasked Estep 
Score: -9618536.000000 Penalty: 3688.308105
	Iteration 24Q: 3 clusters Score -9618536 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 81967 members 
Entering Unmasked Estep 
Score: -9618551.000000 Penalty: 3688.308105
	Iteration 25Q: 3 clusters Score -9618551 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 82030 members 
Entering Unmasked Estep 
Score: -9618558.000000 Penalty: 3688.308105
	Iteration 26Q: 3 clusters Score -9618558 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 82094 members 
Entering Unmasked Estep 
Score: -9618572.000000 Penalty: 3688.308105
	Iteration 27Q: 3 clusters Score -9618572 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 82157 members 
Entering Unmasked Estep 
Score: -9618582.000000 Penalty: 3688.308105
	Iteration 28Q: 3 clusters Score -9618582 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 82197 members 
Entering Unmasked Estep 
Score: -9618579.000000 Penalty: 3688.308105
	Iteration 29Q: 3 clusters Score -9618579 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 82236 members 
Entering Unmasked Estep 
Score: -9618594.000000 Penalty: 3688.308105
	Iteration 30Q: 3 clusters Score -9618594 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 82264 members 
Entering Unmasked Estep 
Score: -9618583.000000 Penalty: 3688.308105
	Iteration 31Q: 3 clusters Score -9618583 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 82289 members 
Entering Unmasked Estep 
Score: -9618596.000000 Penalty: 3688.308105
	Iteration 32Q: 3 clusters Score -9618596 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 82311 members 
Entering Unmasked Estep 
Score: -9618592.000000 Penalty: 3688.308105
	Iteration 33Q: 3 clusters Score -9618592 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 82327 members 
Entering Unmasked Estep 
Score: -9618597.000000 Penalty: 3688.308105
	Iteration 34Q: 3 clusters Score -9618597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 82332 members 
Entering Unmasked Estep 
Score: -9618589.000000 Penalty: 3688.308105
	Iteration 35Q: 3 clusters Score -9618589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 82337 members 
Entering Unmasked Estep 
Score: -9618595.000000 Penalty: 3688.308105
	Iteration 36Q: 3 clusters Score -9618595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 82343 members 
Entering Unmasked Estep 
Score: -9618593.000000 Penalty: 3688.308105
	Iteration 37Q: 3 clusters Score -9618593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 82347 members 
Entering Unmasked Estep 
Score: -9618590.000000 Penalty: 3688.308105
	Iteration 38Q: 3 clusters Score -9618590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 82350 members 
Entering Unmasked Estep 
Score: -9618580.000000 Penalty: 3688.308105
	Iteration 39Q: 3 clusters Score -9618580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 82356 members 
Entering Unmasked Estep 
Score: -9618585.000000 Penalty: 3688.308105
	Iteration 40F: 3 clusters Score -9618585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 82360 members 
Entering Unmasked Estep 
Score: -9618585.000000 Penalty: 3688.308105
	Iteration 41Q: 3 clusters Score -9618585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 82364 members 
Entering Unmasked Estep 
Score: -9618577.000000 Penalty: 3688.308105
	Iteration 42Q: 3 clusters Score -9618577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 82368 members 
Entering Unmasked Estep 
Score: -9618578.000000 Penalty: 3688.308105
	Iteration 43Q: 3 clusters Score -9618578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 82372 members 
Entering Unmasked Estep 
Score: -9618577.000000 Penalty: 3688.308105
	Iteration 44Q: 3 clusters Score -9618577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 82377 members 
Entering Unmasked Estep 
Score: -9618584.000000 Penalty: 3688.308105
	Iteration 45Q: 3 clusters Score -9618584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 82381 members 
Entering Unmasked Estep 
Score: -9618587.000000 Penalty: 3688.308105
	Iteration 46Q: 3 clusters Score -9618587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 82385 members 
Entering Unmasked Estep 
Score: -9618591.000000 Penalty: 3688.308105
	Iteration 47Q: 3 clusters Score -9618591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 82391 members 
Entering Unmasked Estep 
Score: -9618584.000000 Penalty: 3688.308105
	Iteration 48Q: 3 clusters Score -9618584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 82400 members 
Entering Unmasked Estep 
Score: -9618586.000000 Penalty: 3688.308105
	Iteration 49Q: 3 clusters Score -9618586 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 82412 members 
Entering Unmasked Estep 
Score: -9618586.000000 Penalty: 3688.308105
	Iteration 50Q: 3 clusters Score -9618586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 82420 members 
Entering Unmasked Estep 
Score: -9618600.000000 Penalty: 3688.308105
	Iteration 51Q: 3 clusters Score -9618600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 82426 members 
Entering Unmasked Estep 
Score: -9618603.000000 Penalty: 3688.308105
	Iteration 52Q: 3 clusters Score -9618603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 82433 members 
Entering Unmasked Estep 
Score: -9618594.000000 Penalty: 3688.308105
	Iteration 53Q: 3 clusters Score -9618594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 82443 members 
Entering Unmasked Estep 
Score: -9618595.000000 Penalty: 3688.308105
	Iteration 54Q: 3 clusters Score -9618595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 82451 members 
Entering Unmasked Estep 
Score: -9618599.000000 Penalty: 3688.308105
	Iteration 55Q: 3 clusters Score -9618599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 82456 members 
Entering Unmasked Estep 
Score: -9618605.000000 Penalty: 3688.308105
	Iteration 56Q: 3 clusters Score -9618605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 82461 members 
Entering Unmasked Estep 
Score: -9618603.000000 Penalty: 3688.308105
	Iteration 57Q: 3 clusters Score -9618603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 82465 members 
Entering Unmasked Estep 
Score: -9618598.000000 Penalty: 3688.308105
	Iteration 58Q: 3 clusters Score -9618598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 82469 members 
Entering Unmasked Estep 
Score: -9618589.000000 Penalty: 3688.308105
	Iteration 59Q: 3 clusters Score -9618589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 82471 members 
Entering Unmasked Estep 
Score: -9618588.000000 Penalty: 3688.308105
	Iteration 60F: 3 clusters Score -9618588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 82472 members 
Entering Unmasked Estep 
Score: -9618598.000000 Penalty: 3688.308105
	Iteration 61Q: 3 clusters Score -9618598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 82472 members 
Entering Unmasked Estep 
Score: -9618598.000000 Penalty: 3688.308105
	Iteration 62F: 3 clusters Score -9618598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (44561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44561 members 
Entering Unmasked Estep 
Score: -4895670.000000 Penalty: 1739.499878
	Iteration 0F: 2 clusters Score -4895670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -4865909.500000 Penalty: 3478.999756
	Iteration 0F: 3 clusters Score -4865910 nChanged 20694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -4877751.500000 Penalty: 3478.999756
	Iteration 1F: 3 clusters Score -4877752 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -4878599.000000 Penalty: 3478.999756
	Iteration 2Q: 3 clusters Score -4878599 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -4879714.000000 Penalty: 3478.999756
	Iteration 3F: 3 clusters Score -4879714 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -4881321.000000 Penalty: 3478.999756
	Iteration 4F: 3 clusters Score -4881321 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 30129 members 
Entering Unmasked Estep 
Score: -4883617.500000 Penalty: 3478.999756
	Iteration 5F: 3 clusters Score -4883618 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -4886211.000000 Penalty: 3478.999756
	Iteration 6F: 3 clusters Score -4886211 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 34119 members 
Entering Unmasked Estep 
Score: -4888536.500000 Penalty: 3478.999756
	Iteration 7F: 3 clusters Score -4888536 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 35360 members 
Entering Unmasked Estep 
Score: -4889953.000000 Penalty: 3478.999756
	Iteration 8Q: 3 clusters Score -4889953 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 36224 members 
Entering Unmasked Estep 
Score: -4890634.500000 Penalty: 3478.999756
	Iteration 9Q: 3 clusters Score -4890634 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 36966 members 
Entering Unmasked Estep 
Score: -4891103.500000 Penalty: 3478.999756
	Iteration 10Q: 3 clusters Score -4891104 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 37666 members 
Entering Unmasked Estep 
Score: -4891395.000000 Penalty: 3478.999756
	Iteration 11Q: 3 clusters Score -4891395 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 38311 members 
Entering Unmasked Estep 
Score: -4891674.500000 Penalty: 3478.999756
	Iteration 12Q: 3 clusters Score -4891674 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 38932 members 
Entering Unmasked Estep 
Score: -4891938.500000 Penalty: 3478.999756
	Iteration 13Q: 3 clusters Score -4891938 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 39576 members 
Entering Unmasked Estep 
Score: -4892281.500000 Penalty: 3478.999756
	Iteration 14Q: 3 clusters Score -4892282 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 40170 members 
Entering Unmasked Estep 
Score: -4892619.500000 Penalty: 3478.999756
	Iteration 15Q: 3 clusters Score -4892620 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 40718 members 
Entering Unmasked Estep 
Score: -4892983.500000 Penalty: 3478.999756
	Iteration 16Q: 3 clusters Score -4892984 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 41189 members 
Entering Unmasked Estep 
Score: -4893276.500000 Penalty: 3478.999756
	Iteration 17Q: 3 clusters Score -4893276 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 41579 members 
Entering Unmasked Estep 
Score: -4893551.500000 Penalty: 3478.999756
	Iteration 18Q: 3 clusters Score -4893552 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 41903 members 
Entering Unmasked Estep 
Score: -4893722.000000 Penalty: 3478.999756
	Iteration 19Q: 3 clusters Score -4893722 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 42167 members 
Entering Unmasked Estep 
Score: -4893839.500000 Penalty: 3478.999756
	Iteration 20F: 3 clusters Score -4893840 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 42378 members 
Entering Unmasked Estep 
Score: -4893926.500000 Penalty: 3478.999756
	Iteration 21Q: 3 clusters Score -4893926 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 42537 members 
Entering Unmasked Estep 
Score: -4893995.500000 Penalty: 3478.999756
	Iteration 22Q: 3 clusters Score -4893996 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
Score: -4894075.500000 Penalty: 3478.999756
	Iteration 23Q: 3 clusters Score -4894076 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 42804 members 
Entering Unmasked Estep 
Score: -4894104.500000 Penalty: 3478.999756
	Iteration 24Q: 3 clusters Score -4894104 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 42889 members 
Entering Unmasked Estep 
Score: -4894147.500000 Penalty: 3478.999756
	Iteration 25Q: 3 clusters Score -4894148 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 42949 members 
Entering Unmasked Estep 
Score: -4894166.000000 Penalty: 3478.999756
	Iteration 26Q: 3 clusters Score -4894166 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 42997 members 
Entering Unmasked Estep 
Score: -4894185.000000 Penalty: 3478.999756
	Iteration 27Q: 3 clusters Score -4894185 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 43030 members 
Entering Unmasked Estep 
Score: -4894191.500000 Penalty: 3478.999756
	Iteration 28Q: 3 clusters Score -4894192 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 43066 members 
Entering Unmasked Estep 
Score: -4894206.000000 Penalty: 3478.999756
	Iteration 29Q: 3 clusters Score -4894206 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 43096 members 
Entering Unmasked Estep 
Score: -4894213.500000 Penalty: 3478.999756
	Iteration 30Q: 3 clusters Score -4894214 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 43120 members 
Entering Unmasked Estep 
Score: -4894212.000000 Penalty: 3478.999756
	Iteration 31Q: 3 clusters Score -4894212 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 43143 members 
Entering Unmasked Estep 
Score: -4894222.000000 Penalty: 3478.999756
	Iteration 32Q: 3 clusters Score -4894222 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 43169 members 
Entering Unmasked Estep 
Score: -4894228.500000 Penalty: 3478.999756
	Iteration 33Q: 3 clusters Score -4894228 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 43187 members 
Entering Unmasked Estep 
Score: -4894243.500000 Penalty: 3478.999756
	Iteration 34Q: 3 clusters Score -4894244 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 43208 members 
Entering Unmasked Estep 
Score: -4894236.000000 Penalty: 3478.999756
	Iteration 35Q: 3 clusters Score -4894236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 43224 members 
Entering Unmasked Estep 
Score: -4894235.500000 Penalty: 3478.999756
	Iteration 36Q: 3 clusters Score -4894236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 43240 members 
Entering Unmasked Estep 
Score: -4894230.500000 Penalty: 3478.999756
	Iteration 37Q: 3 clusters Score -4894230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 43257 members 
Entering Unmasked Estep 
Score: -4894237.500000 Penalty: 3478.999756
	Iteration 38Q: 3 clusters Score -4894238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 43274 members 
Entering Unmasked Estep 
Score: -4894246.000000 Penalty: 3478.999756
	Iteration 39Q: 3 clusters Score -4894246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 43291 members 
Entering Unmasked Estep 
Score: -4894252.500000 Penalty: 3478.999756
	Iteration 40F: 3 clusters Score -4894252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 43309 members 
Entering Unmasked Estep 
Score: -4894257.000000 Penalty: 3478.999756
	Iteration 41Q: 3 clusters Score -4894257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 43320 members 
Entering Unmasked Estep 
Score: -4894255.500000 Penalty: 3478.999756
	Iteration 42Q: 3 clusters Score -4894256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 43330 members 
Entering Unmasked Estep 
Score: -4894261.500000 Penalty: 3478.999756
	Iteration 43Q: 3 clusters Score -4894262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 43336 members 
Entering Unmasked Estep 
Score: -4894259.500000 Penalty: 3478.999756
	Iteration 44Q: 3 clusters Score -4894260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 43346 members 
Entering Unmasked Estep 
Score: -4894252.000000 Penalty: 3478.999756
	Iteration 45Q: 3 clusters Score -4894252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 43354 members 
Entering Unmasked Estep 
Score: -4894259.500000 Penalty: 3478.999756
	Iteration 46Q: 3 clusters Score -4894260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 43365 members 
Entering Unmasked Estep 
Score: -4894268.500000 Penalty: 3478.999756
	Iteration 47Q: 3 clusters Score -4894268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 43370 members 
Entering Unmasked Estep 
Score: -4894270.000000 Penalty: 3478.999756
	Iteration 48Q: 3 clusters Score -4894270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 43378 members 
Entering Unmasked Estep 
Score: -4894270.500000 Penalty: 3478.999756
	Iteration 49Q: 3 clusters Score -4894270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 43386 members 
Entering Unmasked Estep 
Score: -4894268.000000 Penalty: 3478.999756
	Iteration 50Q: 3 clusters Score -4894268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 43396 members 
Entering Unmasked Estep 
Score: -4894276.000000 Penalty: 3478.999756
	Iteration 51Q: 3 clusters Score -4894276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 43400 members 
Entering Unmasked Estep 
Score: -4894280.000000 Penalty: 3478.999756
	Iteration 52Q: 3 clusters Score -4894280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 43404 members 
Entering Unmasked Estep 
Score: -4894285.500000 Penalty: 3478.999756
	Iteration 53Q: 3 clusters Score -4894286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 43407 members 
Entering Unmasked Estep 
Score: -4894291.000000 Penalty: 3478.999756
	Iteration 54Q: 3 clusters Score -4894291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 43411 members 
Entering Unmasked Estep 
Score: -4894290.000000 Penalty: 3478.999756
	Iteration 55Q: 3 clusters Score -4894290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 43411 members 
Entering Unmasked Estep 
Score: -4894290.000000 Penalty: 3478.999756
	Iteration 56F: 3 clusters Score -4894290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Entering Unmasked Estep 
Score: -1995460.125000 Penalty: 1578.636353
	Iteration 0F: 2 clusters Score -1995460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1984201.125000 Penalty: 3157.272705
	Iteration 0F: 3 clusters Score -1984201 nChanged 7399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1988194.875000 Penalty: 3157.272705
	Iteration 1F: 3 clusters Score -1988195 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1988555.250000 Penalty: 3157.272705
	Iteration 2F: 3 clusters Score -1988555 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1988864.000000 Penalty: 3157.272705
	Iteration 3F: 3 clusters Score -1988864 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1989166.250000 Penalty: 3157.272705
	Iteration 4F: 3 clusters Score -1989166 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1989533.875000 Penalty: 3157.272705
	Iteration 5Q: 3 clusters Score -1989534 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1990033.375000 Penalty: 3157.272705
	Iteration 6F: 3 clusters Score -1990033 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1990690.375000 Penalty: 3157.272705
	Iteration 7F: 3 clusters Score -1990690 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -1991495.625000 Penalty: 3157.272705
	Iteration 8F: 3 clusters Score -1991496 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -1992251.500000 Penalty: 3157.272705
	Iteration 9Q: 3 clusters Score -1992252 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -1992753.000000 Penalty: 3157.272705
	Iteration 10Q: 3 clusters Score -1992753 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -1993013.625000 Penalty: 3157.272705
	Iteration 11Q: 3 clusters Score -1993014 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -1993171.750000 Penalty: 3157.272705
	Iteration 12Q: 3 clusters Score -1993172 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -1993270.000000 Penalty: 3157.272705
	Iteration 13Q: 3 clusters Score -1993270 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -1993325.375000 Penalty: 3157.272705
	Iteration 14Q: 3 clusters Score -1993325 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -1993372.500000 Penalty: 3157.272705
	Iteration 15Q: 3 clusters Score -1993372 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -1993418.250000 Penalty: 3157.272705
	Iteration 16Q: 3 clusters Score -1993418 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -1993443.000000 Penalty: 3157.272705
	Iteration 17Q: 3 clusters Score -1993443 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -1993456.750000 Penalty: 3157.272705
	Iteration 18Q: 3 clusters Score -1993457 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -1993474.375000 Penalty: 3157.272705
	Iteration 19Q: 3 clusters Score -1993474 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -1993482.000000 Penalty: 3157.272705
	Iteration 20F: 3 clusters Score -1993482 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -1993495.875000 Penalty: 3157.272705
	Iteration 21Q: 3 clusters Score -1993496 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -1993499.875000 Penalty: 3157.272705
	Iteration 22Q: 3 clusters Score -1993500 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -1993499.875000 Penalty: 3157.272705
	Iteration 23Q: 3 clusters Score -1993500 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -1993495.000000 Penalty: 3157.272705
	Iteration 24Q: 3 clusters Score -1993495 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -1993501.875000 Penalty: 3157.272705
	Iteration 25Q: 3 clusters Score -1993502 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -1993500.250000 Penalty: 3157.272705
	Iteration 26Q: 3 clusters Score -1993500 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -1993506.125000 Penalty: 3157.272705
	Iteration 27Q: 3 clusters Score -1993506 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -1993501.875000 Penalty: 3157.272705
	Iteration 28Q: 3 clusters Score -1993502 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -1993500.750000 Penalty: 3157.272705
	Iteration 29Q: 3 clusters Score -1993501 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -1993499.125000 Penalty: 3157.272705
	Iteration 30Q: 3 clusters Score -1993499 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -1993501.375000 Penalty: 3157.272705
	Iteration 31Q: 3 clusters Score -1993501 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -1993507.875000 Penalty: 3157.272705
	Iteration 32Q: 3 clusters Score -1993508 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -1993509.000000 Penalty: 3157.272705
	Iteration 33Q: 3 clusters Score -1993509 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -1993507.750000 Penalty: 3157.272705
	Iteration 34Q: 3 clusters Score -1993508 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -1993502.750000 Penalty: 3157.272705
	Iteration 35Q: 3 clusters Score -1993503 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -1993500.125000 Penalty: 3157.272705
	Iteration 36Q: 3 clusters Score -1993500 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1993518.125000 Penalty: 3157.272705
	Iteration 37Q: 3 clusters Score -1993518 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -1993507.125000 Penalty: 3157.272705
	Iteration 38Q: 3 clusters Score -1993507 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -1993500.375000 Penalty: 3157.272705
	Iteration 39Q: 3 clusters Score -1993500 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -1993506.625000 Penalty: 3157.272705
	Iteration 40F: 3 clusters Score -1993507 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -1993502.000000 Penalty: 3157.272705
	Iteration 41Q: 3 clusters Score -1993502 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -1993494.375000 Penalty: 3157.272705
	Iteration 42Q: 3 clusters Score -1993494 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -1993487.375000 Penalty: 3157.272705
	Iteration 43Q: 3 clusters Score -1993487 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -1993479.500000 Penalty: 3157.272705
	Iteration 44Q: 3 clusters Score -1993480 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -1993481.125000 Penalty: 3157.272705
	Iteration 45Q: 3 clusters Score -1993481 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -1993483.500000 Penalty: 3157.272705
	Iteration 46Q: 3 clusters Score -1993484 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -1993480.625000 Penalty: 3157.272705
	Iteration 47Q: 3 clusters Score -1993481 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -1993483.125000 Penalty: 3157.272705
	Iteration 48Q: 3 clusters Score -1993483 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -1993482.625000 Penalty: 3157.272705
	Iteration 49Q: 3 clusters Score -1993483 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -1993477.750000 Penalty: 3157.272705
	Iteration 50Q: 3 clusters Score -1993478 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -1993475.625000 Penalty: 3157.272705
	Iteration 51Q: 3 clusters Score -1993476 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -1993474.250000 Penalty: 3157.272705
	Iteration 52Q: 3 clusters Score -1993474 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -1993473.375000 Penalty: 3157.272705
	Iteration 53Q: 3 clusters Score -1993473 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -1993466.875000 Penalty: 3157.272705
	Iteration 54Q: 3 clusters Score -1993467 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -1993466.125000 Penalty: 3157.272705
	Iteration 55Q: 3 clusters Score -1993466 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -1993461.000000 Penalty: 3157.272705
	Iteration 56Q: 3 clusters Score -1993461 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -1993455.250000 Penalty: 3157.272705
	Iteration 57Q: 3 clusters Score -1993455 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -1993451.875000 Penalty: 3157.272705
	Iteration 58Q: 3 clusters Score -1993452 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -1993454.000000 Penalty: 3157.272705
	Iteration 59Q: 3 clusters Score -1993454 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -1993442.375000 Penalty: 3157.272705
	Iteration 60F: 3 clusters Score -1993442 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -1993446.750000 Penalty: 3157.272705
	Iteration 61Q: 3 clusters Score -1993447 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -1993442.375000 Penalty: 3157.272705
	Iteration 62Q: 3 clusters Score -1993442 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -1993441.875000 Penalty: 3157.272705
	Iteration 63Q: 3 clusters Score -1993442 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -1993447.375000 Penalty: 3157.272705
	Iteration 64Q: 3 clusters Score -1993447 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -1993443.000000 Penalty: 3157.272705
	Iteration 65Q: 3 clusters Score -1993443 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -1993446.500000 Penalty: 3157.272705
	Iteration 66Q: 3 clusters Score -1993446 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -1993452.125000 Penalty: 3157.272705
	Iteration 67Q: 3 clusters Score -1993452 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -1993457.875000 Penalty: 3157.272705
	Iteration 68Q: 3 clusters Score -1993458 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -1993454.125000 Penalty: 3157.272705
	Iteration 69Q: 3 clusters Score -1993454 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1993460.750000 Penalty: 3157.272705
	Iteration 70Q: 3 clusters Score -1993461 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1993455.375000 Penalty: 3157.272705
	Iteration 71Q: 3 clusters Score -1993455 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -1993466.250000 Penalty: 3157.272705
	Iteration 72Q: 3 clusters Score -1993466 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -1993456.250000 Penalty: 3157.272705
	Iteration 73Q: 3 clusters Score -1993456 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1993456.500000 Penalty: 3157.272705
	Iteration 74Q: 3 clusters Score -1993456 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1993450.500000 Penalty: 3157.272705
	Iteration 75Q: 3 clusters Score -1993450 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -1993443.125000 Penalty: 3157.272705
	Iteration 76Q: 3 clusters Score -1993443 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1993444 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1993448 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1993447 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1993447 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1993448 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1993450 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1993454 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1993458.000000 Penalty: 3157.272705
	Iteration 84Q: 3 clusters Score -1993458 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1993456 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1993460 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1993464 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1993467.375000 Penalty: 3157.272705
	Iteration 88Q: 3 clusters Score -1993467 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1993471.000000 Penalty: 3157.272705
	Iteration 89Q: 3 clusters Score -1993471 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1993476.375000 Penalty: 3157.272705
	Iteration 90Q: 3 clusters Score -1993476 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1993472 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1993477 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1993474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1993477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1993473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1993469.500000 Penalty: 3157.272705
	Iteration 96Q: 3 clusters Score -1993470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1993470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1993472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1993472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -1993478.750000 Penalty: 3157.272705
	Iteration 100F: 3 clusters Score -1993479 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1993464.750000 Penalty: 3157.272705
	Iteration 101Q: 3 clusters Score -1993465 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1993465.625000 Penalty: 3157.272705
	Iteration 102Q: 3 clusters Score -1993466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1993467 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1993460.125000 Penalty: 3157.272705
	Iteration 104Q: 3 clusters Score -1993460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1993461 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1993462.000000 Penalty: 3157.272705
	Iteration 106Q: 3 clusters Score -1993462 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1993464 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1993466 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1993462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1993462 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1993456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1993456 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -1993459.000000 Penalty: 3157.272705
	Iteration 113Q: 3 clusters Score -1993459 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1993455.875000 Penalty: 3157.272705
	Iteration 114Q: 3 clusters Score -1993456 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1993456.625000 Penalty: 3157.272705
	Iteration 115Q: 3 clusters Score -1993457 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1993453.375000 Penalty: 3157.272705
	Iteration 116Q: 3 clusters Score -1993453 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -1993452.000000 Penalty: 3157.272705
	Iteration 117Q: 3 clusters Score -1993452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1993451.000000 Penalty: 3157.272705
	Iteration 118Q: 3 clusters Score -1993451 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1993456.000000 Penalty: 3157.272705
	Iteration 119Q: 3 clusters Score -1993456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -1993458.875000 Penalty: 3157.272705
	Iteration 120F: 3 clusters Score -1993459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1993459.250000 Penalty: 3157.272705
	Iteration 121Q: 3 clusters Score -1993459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -1993464.250000 Penalty: 3157.272705
	Iteration 122Q: 3 clusters Score -1993464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1993456.750000 Penalty: 3157.272705
	Iteration 123Q: 3 clusters Score -1993457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -1993455.000000 Penalty: 3157.272705
	Iteration 124Q: 3 clusters Score -1993455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1993455.000000 Penalty: 3157.272705
	Iteration 125Q: 3 clusters Score -1993455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1993454.375000 Penalty: 3157.272705
	Iteration 126Q: 3 clusters Score -1993454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1993452.875000 Penalty: 3157.272705
	Iteration 127Q: 3 clusters Score -1993453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1993457.750000 Penalty: 3157.272705
	Iteration 128Q: 3 clusters Score -1993458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -1993457.250000 Penalty: 3157.272705
	Iteration 129Q: 3 clusters Score -1993457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1993454.125000 Penalty: 3157.272705
	Iteration 130Q: 3 clusters Score -1993454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1993453.750000 Penalty: 3157.272705
	Iteration 131Q: 3 clusters Score -1993454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1993453.375000 Penalty: 3157.272705
	Iteration 132Q: 3 clusters Score -1993453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1993453.375000 Penalty: 3157.272705
	Iteration 133Q: 3 clusters Score -1993453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1993449.750000 Penalty: 3157.272705
	Iteration 134Q: 3 clusters Score -1993450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -1993454.625000 Penalty: 3157.272705
	Iteration 135Q: 3 clusters Score -1993455 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1993448.625000 Penalty: 3157.272705
	Iteration 136Q: 3 clusters Score -1993449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -1993447.250000 Penalty: 3157.272705
	Iteration 137Q: 3 clusters Score -1993447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1993449.875000 Penalty: 3157.272705
	Iteration 138Q: 3 clusters Score -1993450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1993448.125000 Penalty: 3157.272705
	Iteration 139Q: 3 clusters Score -1993448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1993445.750000 Penalty: 3157.272705
	Iteration 140F: 3 clusters Score -1993446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -1993446.125000 Penalty: 3157.272705
	Iteration 141Q: 3 clusters Score -1993446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -1993447.000000 Penalty: 3157.272705
	Iteration 142Q: 3 clusters Score -1993447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1993443.500000 Penalty: 3157.272705
	Iteration 143Q: 3 clusters Score -1993444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1993447.375000 Penalty: 3157.272705
	Iteration 144Q: 3 clusters Score -1993447 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1993443.625000 Penalty: 3157.272705
	Iteration 145Q: 3 clusters Score -1993444 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1993447.625000 Penalty: 3157.272705
	Iteration 146Q: 3 clusters Score -1993448 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1993446.625000 Penalty: 3157.272705
	Iteration 147Q: 3 clusters Score -1993447 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1993444.750000 Penalty: 3157.272705
	Iteration 148Q: 3 clusters Score -1993445 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1993451.125000 Penalty: 3157.272705
	Iteration 149Q: 3 clusters Score -1993451 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1993450.625000 Penalty: 3157.272705
	Iteration 150Q: 3 clusters Score -1993451 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1993450.500000 Penalty: 3157.272705
	Iteration 151Q: 3 clusters Score -1993450 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1993451.875000 Penalty: 3157.272705
	Iteration 152Q: 3 clusters Score -1993452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -1993454.125000 Penalty: 3157.272705
	Iteration 153Q: 3 clusters Score -1993454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1993456.125000 Penalty: 3157.272705
	Iteration 154Q: 3 clusters Score -1993456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1993455.625000 Penalty: 3157.272705
	Iteration 155Q: 3 clusters Score -1993456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1993450.750000 Penalty: 3157.272705
	Iteration 156Q: 3 clusters Score -1993451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1993451.000000 Penalty: 3157.272705
	Iteration 157Q: 3 clusters Score -1993451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1993453.375000 Penalty: 3157.272705
	Iteration 158Q: 3 clusters Score -1993453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1993449.375000 Penalty: 3157.272705
	Iteration 159Q: 3 clusters Score -1993449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1993449.000000 Penalty: 3157.272705
	Iteration 160F: 3 clusters Score -1993449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -1993446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
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	Iteration 162F: 3 clusters Score -1993446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11301 members 
Entering Unmasked Estep 
Score: -1182479.750000 Penalty: 1516.555054
	Iteration 0F: 2 clusters Score -1182480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1174468.875000 Penalty: 3033.110107
	Iteration 0F: 3 clusters Score -1174469 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1177280 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1177768 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1178268 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1178762.875000 Penalty: 3033.110107
	Iteration 4F: 3 clusters Score -1178763 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1179253.625000 Penalty: 3033.110107
	Iteration 5F: 3 clusters Score -1179254 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1179671.375000 Penalty: 3033.110107
	Iteration 6F: 3 clusters Score -1179671 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1180032.875000 Penalty: 3033.110107
	Iteration 7Q: 3 clusters Score -1180033 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1180345.000000 Penalty: 3033.110107
	Iteration 8Q: 3 clusters Score -1180345 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1180563.875000 Penalty: 3033.110107
	Iteration 9Q: 3 clusters Score -1180564 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1180707.625000 Penalty: 3033.110107
	Iteration 10Q: 3 clusters Score -1180708 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1180798.500000 Penalty: 3033.110107
	Iteration 11Q: 3 clusters Score -1180798 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1180841.125000 Penalty: 3033.110107
	Iteration 12Q: 3 clusters Score -1180841 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1180867.875000 Penalty: 3033.110107
	Iteration 13Q: 3 clusters Score -1180868 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1180874.250000 Penalty: 3033.110107
	Iteration 14Q: 3 clusters Score -1180874 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1180890.625000 Penalty: 3033.110107
	Iteration 15Q: 3 clusters Score -1180891 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1180897.500000 Penalty: 3033.110107
	Iteration 16Q: 3 clusters Score -1180898 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1180903.750000 Penalty: 3033.110107
	Iteration 17Q: 3 clusters Score -1180904 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1180905.125000 Penalty: 3033.110107
	Iteration 18Q: 3 clusters Score -1180905 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1180912.875000 Penalty: 3033.110107
	Iteration 19Q: 3 clusters Score -1180913 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1180917.750000 Penalty: 3033.110107
	Iteration 20F: 3 clusters Score -1180918 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1180923.750000 Penalty: 3033.110107
	Iteration 21Q: 3 clusters Score -1180924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1180926.875000 Penalty: 3033.110107
	Iteration 22Q: 3 clusters Score -1180927 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1180929.625000 Penalty: 3033.110107
	Iteration 23Q: 3 clusters Score -1180930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1180928.875000 Penalty: 3033.110107
	Iteration 24Q: 3 clusters Score -1180929 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1180931.375000 Penalty: 3033.110107
	Iteration 25Q: 3 clusters Score -1180931 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1180932.000000 Penalty: 3033.110107
	Iteration 26Q: 3 clusters Score -1180932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1180931.000000 Penalty: 3033.110107
	Iteration 27Q: 3 clusters Score -1180931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1180932.375000 Penalty: 3033.110107
	Iteration 28Q: 3 clusters Score -1180932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1180933.500000 Penalty: 3033.110107
	Iteration 29Q: 3 clusters Score -1180934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1180939.000000 Penalty: 3033.110107
	Iteration 30Q: 3 clusters Score -1180939 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1180939.875000 Penalty: 3033.110107
	Iteration 31Q: 3 clusters Score -1180940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1180941.875000 Penalty: 3033.110107
	Iteration 32Q: 3 clusters Score -1180942 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1180944.375000 Penalty: 3033.110107
	Iteration 33Q: 3 clusters Score -1180944 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1180946.375000 Penalty: 3033.110107
	Iteration 34Q: 3 clusters Score -1180946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1180949.250000 Penalty: 3033.110107
	Iteration 35Q: 3 clusters Score -1180949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1180950.625000 Penalty: 3033.110107
	Iteration 36Q: 3 clusters Score -1180951 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1180954.750000 Penalty: 3033.110107
	Iteration 37Q: 3 clusters Score -1180955 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1180957.250000 Penalty: 3033.110107
	Iteration 38Q: 3 clusters Score -1180957 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1180960.500000 Penalty: 3033.110107
	Iteration 39Q: 3 clusters Score -1180960 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1180966.750000 Penalty: 3033.110107
	Iteration 40F: 3 clusters Score -1180967 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1180977.000000 Penalty: 3033.110107
	Iteration 41Q: 3 clusters Score -1180977 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1180981.875000 Penalty: 3033.110107
	Iteration 42Q: 3 clusters Score -1180982 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1180989.000000 Penalty: 3033.110107
	Iteration 43Q: 3 clusters Score -1180989 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1180994.625000 Penalty: 3033.110107
	Iteration 44Q: 3 clusters Score -1180995 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1181000.375000 Penalty: 3033.110107
	Iteration 45Q: 3 clusters Score -1181000 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1180998.250000 Penalty: 3033.110107
	Iteration 46Q: 3 clusters Score -1180998 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1181005.500000 Penalty: 3033.110107
	Iteration 47Q: 3 clusters Score -1181006 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1181008.000000 Penalty: 3033.110107
	Iteration 48Q: 3 clusters Score -1181008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1181010.000000 Penalty: 3033.110107
	Iteration 49Q: 3 clusters Score -1181010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1181012.500000 Penalty: 3033.110107
	Iteration 50Q: 3 clusters Score -1181012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1181015.250000 Penalty: 3033.110107
	Iteration 51Q: 3 clusters Score -1181015 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1181018.625000 Penalty: 3033.110107
	Iteration 52Q: 3 clusters Score -1181019 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1181021.875000 Penalty: 3033.110107
	Iteration 53Q: 3 clusters Score -1181022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1181023.500000 Penalty: 3033.110107
	Iteration 54Q: 3 clusters Score -1181024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1181021.625000 Penalty: 3033.110107
	Iteration 55Q: 3 clusters Score -1181022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1181026.375000 Penalty: 3033.110107
	Iteration 56Q: 3 clusters Score -1181026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1181028.250000 Penalty: 3033.110107
	Iteration 57Q: 3 clusters Score -1181028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1181028.875000 Penalty: 3033.110107
	Iteration 58Q: 3 clusters Score -1181029 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1181033.250000 Penalty: 3033.110107
	Iteration 59Q: 3 clusters Score -1181033 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1181038.375000 Penalty: 3033.110107
	Iteration 60F: 3 clusters Score -1181038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1181040.375000 Penalty: 3033.110107
	Iteration 61Q: 3 clusters Score -1181040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1181044.375000 Penalty: 3033.110107
	Iteration 62Q: 3 clusters Score -1181044 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1181049.000000 Penalty: 3033.110107
	Iteration 63Q: 3 clusters Score -1181049 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1181052.750000 Penalty: 3033.110107
	Iteration 64Q: 3 clusters Score -1181053 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1181054.500000 Penalty: 3033.110107
	Iteration 65Q: 3 clusters Score -1181054 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1181056.250000 Penalty: 3033.110107
	Iteration 66Q: 3 clusters Score -1181056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1181057.000000 Penalty: 3033.110107
	Iteration 67Q: 3 clusters Score -1181057 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1181059.625000 Penalty: 3033.110107
	Iteration 68Q: 3 clusters Score -1181060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1181061.875000 Penalty: 3033.110107
	Iteration 69Q: 3 clusters Score -1181062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1181066.875000 Penalty: 3033.110107
	Iteration 70Q: 3 clusters Score -1181067 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1181069.500000 Penalty: 3033.110107
	Iteration 71Q: 3 clusters Score -1181070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1181075.750000 Penalty: 3033.110107
	Iteration 72Q: 3 clusters Score -1181076 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1181082.625000 Penalty: 3033.110107
	Iteration 73Q: 3 clusters Score -1181083 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1181087.750000 Penalty: 3033.110107
	Iteration 74Q: 3 clusters Score -1181088 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1181094.000000 Penalty: 3033.110107
	Iteration 75Q: 3 clusters Score -1181094 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1181098.250000 Penalty: 3033.110107
	Iteration 76Q: 3 clusters Score -1181098 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1181101.375000 Penalty: 3033.110107
	Iteration 77Q: 3 clusters Score -1181101 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1181107.625000 Penalty: 3033.110107
	Iteration 78Q: 3 clusters Score -1181108 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1181109.000000 Penalty: 3033.110107
	Iteration 79Q: 3 clusters Score -1181109 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1181116.000000 Penalty: 3033.110107
	Iteration 80F: 3 clusters Score -1181116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1181115.500000 Penalty: 3033.110107
	Iteration 81Q: 3 clusters Score -1181116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1181123.000000 Penalty: 3033.110107
	Iteration 82Q: 3 clusters Score -1181123 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1181126.500000 Penalty: 3033.110107
	Iteration 83Q: 3 clusters Score -1181126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1181126.625000 Penalty: 3033.110107
	Iteration 84Q: 3 clusters Score -1181127 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1181130.750000 Penalty: 3033.110107
	Iteration 85Q: 3 clusters Score -1181131 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1181133.000000 Penalty: 3033.110107
	Iteration 86Q: 3 clusters Score -1181133 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1181136.375000 Penalty: 3033.110107
	Iteration 87Q: 3 clusters Score -1181136 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1181140.750000 Penalty: 3033.110107
	Iteration 88Q: 3 clusters Score -1181141 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1181142.625000 Penalty: 3033.110107
	Iteration 89Q: 3 clusters Score -1181143 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1181145.875000 Penalty: 3033.110107
	Iteration 90Q: 3 clusters Score -1181146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1181147.000000 Penalty: 3033.110107
	Iteration 91Q: 3 clusters Score -1181147 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1181149.625000 Penalty: 3033.110107
	Iteration 92Q: 3 clusters Score -1181150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1181151.250000 Penalty: 3033.110107
	Iteration 93Q: 3 clusters Score -1181151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1181152.500000 Penalty: 3033.110107
	Iteration 94Q: 3 clusters Score -1181152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1181151.625000 Penalty: 3033.110107
	Iteration 95Q: 3 clusters Score -1181152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1181152.625000 Penalty: 3033.110107
	Iteration 96Q: 3 clusters Score -1181153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1181155.500000 Penalty: 3033.110107
	Iteration 97Q: 3 clusters Score -1181156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1181158.375000 Penalty: 3033.110107
	Iteration 98Q: 3 clusters Score -1181158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1181155.875000 Penalty: 3033.110107
	Iteration 99Q: 3 clusters Score -1181156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1181156.125000 Penalty: 3033.110107
	Iteration 100F: 3 clusters Score -1181156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1181162.250000 Penalty: 3033.110107
	Iteration 101Q: 3 clusters Score -1181162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1181165.375000 Penalty: 3033.110107
	Iteration 102Q: 3 clusters Score -1181165 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1181169.625000 Penalty: 3033.110107
	Iteration 103Q: 3 clusters Score -1181170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1181176.500000 Penalty: 3033.110107
	Iteration 104Q: 3 clusters Score -1181176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1181175.500000 Penalty: 3033.110107
	Iteration 105Q: 3 clusters Score -1181176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1181175.750000 Penalty: 3033.110107
	Iteration 106Q: 3 clusters Score -1181176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1181176.625000 Penalty: 3033.110107
	Iteration 107Q: 3 clusters Score -1181177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1181177.625000 Penalty: 3033.110107
	Iteration 108Q: 3 clusters Score -1181178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1181178.625000 Penalty: 3033.110107
	Iteration 109Q: 3 clusters Score -1181179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1181176.250000 Penalty: 3033.110107
	Iteration 110Q: 3 clusters Score -1181176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1181180.000000 Penalty: 3033.110107
	Iteration 111Q: 3 clusters Score -1181180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1181178.125000 Penalty: 3033.110107
	Iteration 112Q: 3 clusters Score -1181178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1181178.750000 Penalty: 3033.110107
	Iteration 113Q: 3 clusters Score -1181179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1181179.125000 Penalty: 3033.110107
	Iteration 114Q: 3 clusters Score -1181179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1181177.625000 Penalty: 3033.110107
	Iteration 115Q: 3 clusters Score -1181178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1181178.250000 Penalty: 3033.110107
	Iteration 116Q: 3 clusters Score -1181178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1181178.250000 Penalty: 3033.110107
	Iteration 117F: 3 clusters Score -1181178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (115897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115897 members 
Entering Unmasked Estep 
Score: -13750052.000000 Penalty: 1894.824341
	Iteration 0F: 2 clusters Score -1.375005e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57922 members 
Mstep: Class 2 contains 57975 members 
Entering Unmasked Estep 
Score: -13678846.000000 Penalty: 3789.648682
	Iteration 0F: 3 clusters Score -1.367885e+07 nChanged 55557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57865 members 
Mstep: Class 2 contains 58032 members 
Entering Unmasked Estep 
Score: -13711594.000000 Penalty: 3789.648682
	Iteration 1F: 3 clusters Score -1.371159e+07 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57944 members 
Mstep: Class 2 contains 57953 members 
Entering Unmasked Estep 
Score: -13712272.000000 Penalty: 3789.648682
	Iteration 2Q: 3 clusters Score -1.371227e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58077 members 
Mstep: Class 2 contains 57820 members 
Entering Unmasked Estep 
Score: -13713058.000000 Penalty: 3789.648682
	Iteration 3Q: 3 clusters Score -1.371306e+07 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58299 members 
Mstep: Class 2 contains 57598 members 
Entering Unmasked Estep 
Score: -13714334.000000 Penalty: 3789.648682
	Iteration 4Q: 3 clusters Score -1.371433e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58854 members 
Mstep: Class 2 contains 57043 members 
Entering Unmasked Estep 
Score: -13716117.000000 Penalty: 3789.648682
	Iteration 5Q: 3 clusters Score -1.371612e+07 nChanged 5652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59526 members 
Mstep: Class 2 contains 56371 members 
Entering Unmasked Estep 
Score: -13719186.000000 Penalty: 3789.648682
	Iteration 6Q: 3 clusters Score -1.371919e+07 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60341 members 
Mstep: Class 2 contains 55556 members 
Entering Unmasked Estep 
Score: -13724321.000000 Penalty: 3789.648682
	Iteration 7F: 3 clusters Score -1.372432e+07 nChanged 7872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61223 members 
Mstep: Class 2 contains 54674 members 
Entering Unmasked Estep 
Score: -13730916.000000 Penalty: 3789.648682
	Iteration 8F: 3 clusters Score -1.373092e+07 nChanged 7279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62248 members 
Mstep: Class 2 contains 53649 members 
Entering Unmasked Estep 
Score: -13735899.000000 Penalty: 3789.648682
	Iteration 9F: 3 clusters Score -1.37359e+07 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63270 members 
Mstep: Class 2 contains 52627 members 
Entering Unmasked Estep 
Score: -13738624.000000 Penalty: 3789.648682
	Iteration 10Q: 3 clusters Score -1.373862e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64359 members 
Mstep: Class 2 contains 51538 members 
Entering Unmasked Estep 
Score: -13740687.000000 Penalty: 3789.648682
	Iteration 11Q: 3 clusters Score -1.374069e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65448 members 
Mstep: Class 2 contains 50449 members 
Entering Unmasked Estep 
Score: -13743028.000000 Penalty: 3789.648682
	Iteration 12Q: 3 clusters Score -1.374303e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66343 members 
Mstep: Class 2 contains 49554 members 
Entering Unmasked Estep 
Score: -13745898.000000 Penalty: 3789.648682
	Iteration 13Q: 3 clusters Score -1.37459e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67035 members 
Mstep: Class 2 contains 48862 members 
Entering Unmasked Estep 
Score: -13748525.000000 Penalty: 3789.648682
	Iteration 14Q: 3 clusters Score -1.374852e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67552 members 
Mstep: Class 2 contains 48345 members 
Entering Unmasked Estep 
Score: -13750830.000000 Penalty: 3789.648682
	Iteration 15Q: 3 clusters Score -1.375083e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67966 members 
Mstep: Class 2 contains 47931 members 
Entering Unmasked Estep 
Score: -13752133.000000 Penalty: 3789.648682
	Iteration 16Q: 3 clusters Score -1.375213e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68345 members 
Mstep: Class 2 contains 47552 members 
Entering Unmasked Estep 
Score: -13752877.000000 Penalty: 3789.648682
	Iteration 17Q: 3 clusters Score -1.375288e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68586 members 
Mstep: Class 2 contains 47311 members 
Entering Unmasked Estep 
Score: -13753364.000000 Penalty: 3789.648682
	Iteration 18Q: 3 clusters Score -1.375336e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68906 members 
Mstep: Class 2 contains 46991 members 
Entering Unmasked Estep 
Score: -13753577.000000 Penalty: 3789.648682
	Iteration 19Q: 3 clusters Score -1.375358e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69147 members 
Mstep: Class 2 contains 46750 members 
Entering Unmasked Estep 
Score: -13753709.000000 Penalty: 3789.648682
	Iteration 20F: 3 clusters Score -1.375371e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69384 members 
Mstep: Class 2 contains 46513 members 
Entering Unmasked Estep 
Score: -13753794.000000 Penalty: 3789.648682
	Iteration 21Q: 3 clusters Score -1.375379e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69651 members 
Mstep: Class 2 contains 46246 members 
Entering Unmasked Estep 
Score: -13753816.000000 Penalty: 3789.648682
	Iteration 22Q: 3 clusters Score -1.375382e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69749 members 
Mstep: Class 2 contains 46148 members 
Entering Unmasked Estep 
Score: -13753827.000000 Penalty: 3789.648682
	Iteration 23Q: 3 clusters Score -1.375383e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69785 members 
Mstep: Class 2 contains 46112 members 
Entering Unmasked Estep 
Score: -13753835.000000 Penalty: 3789.648682
	Iteration 24Q: 3 clusters Score -1.375384e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69832 members 
Mstep: Class 2 contains 46065 members 
Entering Unmasked Estep 
Score: -13753854.000000 Penalty: 3789.648682
	Iteration 25Q: 3 clusters Score -1.375385e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69906 members 
Mstep: Class 2 contains 45991 members 
Entering Unmasked Estep 
Score: -13753875.000000 Penalty: 3789.648682
	Iteration 26Q: 3 clusters Score -1.375388e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69943 members 
Mstep: Class 2 contains 45954 members 
Entering Unmasked Estep 
Score: -13753867.000000 Penalty: 3789.648682
	Iteration 27Q: 3 clusters Score -1.375387e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69962 members 
Mstep: Class 2 contains 45935 members 
Entering Unmasked Estep 
Score: -13753845.000000 Penalty: 3789.648682
	Iteration 28Q: 3 clusters Score -1.375384e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70001 members 
Mstep: Class 2 contains 45896 members 
Entering Unmasked Estep 
Score: -13753850.000000 Penalty: 3789.648682
	Iteration 29Q: 3 clusters Score -1.375385e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70004 members 
Mstep: Class 2 contains 45893 members 
Entering Unmasked Estep 
Score: -13753861.000000 Penalty: 3789.648682
	Iteration 30Q: 3 clusters Score -1.375386e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70001 members 
Mstep: Class 2 contains 45896 members 
Entering Unmasked Estep 
Score: -13753835.000000 Penalty: 3789.648682
	Iteration 31Q: 3 clusters Score -1.375384e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69990 members 
Mstep: Class 2 contains 45907 members 
Entering Unmasked Estep 
Score: -13753835.000000 Penalty: 3789.648682
	Iteration 32Q: 3 clusters Score -1.375384e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69973 members 
Mstep: Class 2 contains 45924 members 
Entering Unmasked Estep 
Score: -13753829.000000 Penalty: 3789.648682
	Iteration 33Q: 3 clusters Score -1.375383e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69963 members 
Mstep: Class 2 contains 45934 members 
Entering Unmasked Estep 
Score: -13753828.000000 Penalty: 3789.648682
	Iteration 34Q: 3 clusters Score -1.375383e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69971 members 
Mstep: Class 2 contains 45926 members 
Entering Unmasked Estep 
Score: -13753823.000000 Penalty: 3789.648682
	Iteration 35Q: 3 clusters Score -1.375382e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69965 members 
Mstep: Class 2 contains 45932 members 
Entering Unmasked Estep 
Score: -13753815.000000 Penalty: 3789.648682
	Iteration 36Q: 3 clusters Score -1.375382e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69961 members 
Mstep: Class 2 contains 45936 members 
Entering Unmasked Estep 
Score: -13753819.000000 Penalty: 3789.648682
	Iteration 37Q: 3 clusters Score -1.375382e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69950 members 
Mstep: Class 2 contains 45947 members 
Entering Unmasked Estep 
Score: -13753826.000000 Penalty: 3789.648682
	Iteration 38Q: 3 clusters Score -1.375383e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69944 members 
Mstep: Class 2 contains 45953 members 
Entering Unmasked Estep 
Score: -13753834.000000 Penalty: 3789.648682
	Iteration 39Q: 3 clusters Score -1.375383e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69934 members 
Mstep: Class 2 contains 45963 members 
Entering Unmasked Estep 
Score: -13753838.000000 Penalty: 3789.648682
	Iteration 40F: 3 clusters Score -1.375384e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69936 members 
Mstep: Class 2 contains 45961 members 
Entering Unmasked Estep 
Score: -13753829.000000 Penalty: 3789.648682
	Iteration 41Q: 3 clusters Score -1.375383e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69947 members 
Mstep: Class 2 contains 45950 members 
Entering Unmasked Estep 
Score: -13753839.000000 Penalty: 3789.648682
	Iteration 42Q: 3 clusters Score -1.375384e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69954 members 
Mstep: Class 2 contains 45943 members 
Entering Unmasked Estep 
Score: -13753838.000000 Penalty: 3789.648682
	Iteration 43Q: 3 clusters Score -1.375384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69956 members 
Mstep: Class 2 contains 45941 members 
Entering Unmasked Estep 
Score: -13753840.000000 Penalty: 3789.648682
	Iteration 44Q: 3 clusters Score -1.375384e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69956 members 
Mstep: Class 2 contains 45941 members 
Entering Unmasked Estep 
Score: -13753840.000000 Penalty: 3789.648682
	Iteration 45F: 3 clusters Score -1.375384e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 84850 members 
Mstep: Class 2 contains 44561 members 
Mstep: Class 3 contains 16559 members 
Mstep: Class 4 contains 11301 members 
Mstep: Class 5 contains 69956 members 
Mstep: Class 6 contains 43889 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 76021 members 
Mstep: Class 9 contains 197097 members 
Mstep: Class 10 contains 83401 members 
Mstep: Class 11 contains 11343 members 
Mstep: Class 12 contains 9635 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 78020 members 
Mstep: Class 16 contains 19543 members 
Mstep: Class 17 contains 15885 members 
Mstep: Class 18 contains 12921 members 
Mstep: Class 19 contains 103454 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1465 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 45941 members 
Mstep: Class 25 contains 102952 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 29 contains 79027 members 
Mstep: Class 30 contains 76689 members 
Mstep: Class 31 contains 5929 members 
Mstep: Class 32 contains 16929 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3821 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 28223 members 
Mstep: Class 37 contains 107935 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 41 contains 27439 members 
Mstep: Class 42 contains 566 members 
Mstep: Class 43 contains 68759 members 
Mstep: Class 44 contains 93032 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 17651 members 
Mstep: Class 50 contains 99633 members 
Mstep: Class 51 contains 59308 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
Score: -194753376.000000 Penalty: 116671.015625
Splitting cluster 5 changes total score from -194748704.000000 to -194753376.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 6 (43889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43889 members 
Entering Unmasked Estep 
Score: -5008852.500000 Penalty: 1737.030518
	Iteration 0F: 2 clusters Score -5008852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -4979604.500000 Penalty: 3474.061035
	Iteration 0F: 3 clusters Score -4979604 nChanged 20407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -4990850.000000 Penalty: 3474.061035
	Iteration 1F: 3 clusters Score -4990850 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -4991448.000000 Penalty: 3474.061035
	Iteration 2Q: 3 clusters Score -4991448 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -4992176.000000 Penalty: 3474.061035
	Iteration 3Q: 3 clusters Score -4992176 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -4993214.000000 Penalty: 3474.061035
	Iteration 4F: 3 clusters Score -4993214 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -4994597.500000 Penalty: 3474.061035
	Iteration 5F: 3 clusters Score -4994598 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 30667 members 
Entering Unmasked Estep 
Score: -4996484.500000 Penalty: 3474.061035
	Iteration 6F: 3 clusters Score -4996484 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 33327 members 
Entering Unmasked Estep 
Score: -4998741.500000 Penalty: 3474.061035
	Iteration 7F: 3 clusters Score -4998742 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -5001088.000000 Penalty: 3474.061035
	Iteration 8F: 3 clusters Score -5001088 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 38436 members 
Entering Unmasked Estep 
Score: -5003271.500000 Penalty: 3474.061035
	Iteration 9F: 3 clusters Score -5003272 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 40337 members 
Entering Unmasked Estep 
Score: -5004903.000000 Penalty: 3474.061035
	Iteration 10Q: 3 clusters Score -5004903 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 41620 members 
Entering Unmasked Estep 
Score: -5005936.500000 Penalty: 3474.061035
	Iteration 11Q: 3 clusters Score -5005936 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 42450 members 
Entering Unmasked Estep 
Score: -5006579.500000 Penalty: 3474.061035
	Iteration 12Q: 3 clusters Score -5006580 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 42930 members 
Entering Unmasked Estep 
Score: -5006935.000000 Penalty: 3474.061035
	Iteration 13Q: 3 clusters Score -5006935 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 43200 members 
Entering Unmasked Estep 
Score: -5007150.500000 Penalty: 3474.061035
	Iteration 14Q: 3 clusters Score -5007150 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 43340 members 
Entering Unmasked Estep 
Score: -5007262.500000 Penalty: 3474.061035
	Iteration 15Q: 3 clusters Score -5007262 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 43411 members 
Entering Unmasked Estep 
Score: -5007319.500000 Penalty: 3474.061035
	Iteration 16Q: 3 clusters Score -5007320 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 43453 members 
Entering Unmasked Estep 
Score: -5007353.000000 Penalty: 3474.061035
	Iteration 17Q: 3 clusters Score -5007353 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 43489 members 
Entering Unmasked Estep 
Score: -5007393.000000 Penalty: 3474.061035
	Iteration 18Q: 3 clusters Score -5007393 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 43512 members 
Entering Unmasked Estep 
Score: -5007418.000000 Penalty: 3474.061035
	Iteration 19Q: 3 clusters Score -5007418 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 43530 members 
Entering Unmasked Estep 
Score: -5007440.500000 Penalty: 3474.061035
	Iteration 20F: 3 clusters Score -5007440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 43541 members 
Entering Unmasked Estep 
Score: -5007439.000000 Penalty: 3474.061035
	Iteration 21Q: 3 clusters Score -5007439 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 43554 members 
Entering Unmasked Estep 
Score: -5007450.000000 Penalty: 3474.061035
	Iteration 22Q: 3 clusters Score -5007450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 43560 members 
Entering Unmasked Estep 
Score: -5007466.000000 Penalty: 3474.061035
	Iteration 23Q: 3 clusters Score -5007466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 43568 members 
Entering Unmasked Estep 
Score: -5007470.000000 Penalty: 3474.061035
	Iteration 24Q: 3 clusters Score -5007470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 43571 members 
Entering Unmasked Estep 
Score: -5007475.000000 Penalty: 3474.061035
	Iteration 25Q: 3 clusters Score -5007475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 43574 members 
Entering Unmasked Estep 
Score: -5007477.500000 Penalty: 3474.061035
	Iteration 26Q: 3 clusters Score -5007478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 43579 members 
Entering Unmasked Estep 
Score: -5007486.500000 Penalty: 3474.061035
	Iteration 27Q: 3 clusters Score -5007486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 43582 members 
Entering Unmasked Estep 
Score: -5007490.000000 Penalty: 3474.061035
	Iteration 28Q: 3 clusters Score -5007490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 43584 members 
Entering Unmasked Estep 
Score: -5007493.500000 Penalty: 3474.061035
	Iteration 29Q: 3 clusters Score -5007494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 43586 members 
Entering Unmasked Estep 
Score: -5007490.500000 Penalty: 3474.061035
	Iteration 30Q: 3 clusters Score -5007490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 43586 members 
Entering Unmasked Estep 
Score: -5007490.500000 Penalty: 3474.061035
	Iteration 31F: 3 clusters Score -5007490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Entering Unmasked Estep 
Score: -33543.414062 Penalty: 993.832458
	Iteration 0F: 2 clusters Score -33543.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -32626.787109 Penalty: 1987.664917
	Iteration 0F: 3 clusters Score -32626.79 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -32883.128906 Penalty: 1987.664917
	Iteration 1F: 3 clusters Score -32883.13 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -33009.148438 Penalty: 1987.664917
	Iteration 2F: 3 clusters Score -33009.15 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -33090.597656 Penalty: 1987.664917
	Iteration 3Q: 3 clusters Score -33090.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -33141.113281 Penalty: 1987.664917
	Iteration 4Q: 3 clusters Score -33141.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -33202.363281 Penalty: 1987.664917
	Iteration 5Q: 3 clusters Score -33202.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -33238.492188 Penalty: 1987.664917
	Iteration 6Q: 3 clusters Score -33238.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -33277.640625 Penalty: 1987.664917
	Iteration 7Q: 3 clusters Score -33277.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -33311.613281 Penalty: 1987.664917
	Iteration 8Q: 3 clusters Score -33311.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -33360.406250 Penalty: 1987.664917
	Iteration 9Q: 3 clusters Score -33360.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -33378.003906 Penalty: 1987.664917
	Iteration 10Q: 3 clusters Score -33378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -33411.796875 Penalty: 1987.664917
	Iteration 11Q: 3 clusters Score -33411.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -33446.906250 Penalty: 1987.664917
	Iteration 12Q: 3 clusters Score -33446.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -33468.792969 Penalty: 1987.664917
	Iteration 13Q: 3 clusters Score -33468.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -33494.570312 Penalty: 1987.664917
	Iteration 14Q: 3 clusters Score -33494.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -33533.410156 Penalty: 1987.664917
	Iteration 15Q: 3 clusters Score -33533.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -33568.597656 Penalty: 1987.664917
	Iteration 16Q: 3 clusters Score -33568.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -33599.109375 Penalty: 1987.664917
	Iteration 17Q: 3 clusters Score -33599.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -33608.386719 Penalty: 1987.664917
	Iteration 18Q: 3 clusters Score -33608.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -33623.324219 Penalty: 1987.664917
	Iteration 19Q: 3 clusters Score -33623.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -33639.589844 Penalty: 1987.664917
	Iteration 20F: 3 clusters Score -33639.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -33711.933594 Penalty: 1987.664917
	Iteration 21Q: 3 clusters Score -33711.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -33764.164062 Penalty: 1987.664917
	Iteration 22Q: 3 clusters Score -33764.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -33817.734375 Penalty: 1987.664917
	Iteration 23Q: 3 clusters Score -33817.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -33821.441406 Penalty: 1987.664917
	Iteration 24Q: 3 clusters Score -33821.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -33823.566406 Penalty: 1987.664917
	Iteration 25Q: 3 clusters Score -33823.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -33825.742188 Penalty: 1987.664917
	Iteration 26Q: 3 clusters Score -33825.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -33830.515625 Penalty: 1987.664917
	Iteration 27F: 3 clusters Score -33830.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -33842.402344 Penalty: 1987.664917
	Iteration 28Q: 3 clusters Score -33842.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -33843.820312 Penalty: 1987.664917
	Iteration 29Q: 3 clusters Score -33843.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -33844.609375 Penalty: 1987.664917
	Iteration 30Q: 3 clusters Score -33844.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -33844.609375 Penalty: 1987.664917
	Iteration 31F: 3 clusters Score -33844.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 84850 members 
Mstep: Class 2 contains 44561 members 
Mstep: Class 3 contains 16559 members 
Mstep: Class 4 contains 11301 members 
Mstep: Class 5 contains 69956 members 
Mstep: Class 6 contains 43889 members 
Mstep: Class 7 contains 206 members 
Mstep: Class 8 contains 76021 members 
Mstep: Class 9 contains 197097 members 
Mstep: Class 10 contains 83401 members 
Mstep: Class 11 contains 11343 members 
Mstep: Class 12 contains 9635 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 78020 members 
Mstep: Class 16 contains 19543 members 
Mstep: Class 17 contains 15885 members 
Mstep: Class 18 contains 12921 members 
Mstep: Class 19 contains 103454 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1465 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 45941 members 
Mstep: Class 25 contains 102952 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 247 members 
Mstep: Class 29 contains 79027 members 
Mstep: Class 30 contains 76689 members 
Mstep: Class 31 contains 5929 members 
Mstep: Class 32 contains 16929 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3821 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 28223 members 
Mstep: Class 37 contains 107935 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 41 contains 27439 members 
Mstep: Class 42 contains 566 members 
Mstep: Class 43 contains 68759 members 
Mstep: Class 44 contains 93032 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 17651 members 
Mstep: Class 50 contains 99633 members 
Mstep: Class 51 contains 59308 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
Score: -194752160.000000 Penalty: 119004.437500
Splitting cluster 7 changes total score from -194748704.000000 to -194752160.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 8 (76021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76021 members 
Entering Unmasked Estep 
Score: -8954503.000000 Penalty: 1826.299316
	Iteration 0F: 2 clusters Score -8954503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37899 members 
Mstep: Class 2 contains 38122 members 
Entering Unmasked Estep 
Score: -8903544.000000 Penalty: 3652.598633
	Iteration 0F: 3 clusters Score -8903544 nChanged 36287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36644 members 
Mstep: Class 2 contains 39377 members 
Entering Unmasked Estep 
Score: -8924335.000000 Penalty: 3652.598633
	Iteration 1F: 3 clusters Score -8924335 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35906 members 
Mstep: Class 2 contains 40115 members 
Entering Unmasked Estep 
Score: -8924785.000000 Penalty: 3652.598633
	Iteration 2Q: 3 clusters Score -8924785 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34810 members 
Mstep: Class 2 contains 41211 members 
Entering Unmasked Estep 
Score: -8925275.000000 Penalty: 3652.598633
	Iteration 3Q: 3 clusters Score -8925275 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33156 members 
Mstep: Class 2 contains 42865 members 
Entering Unmasked Estep 
Score: -8926035.000000 Penalty: 3652.598633
	Iteration 4Q: 3 clusters Score -8926035 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30628 members 
Mstep: Class 2 contains 45393 members 
Entering Unmasked Estep 
Score: -8927199.000000 Penalty: 3652.598633
	Iteration 5Q: 3 clusters Score -8927199 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27037 members 
Mstep: Class 2 contains 48984 members 
Entering Unmasked Estep 
Score: -8929122.000000 Penalty: 3652.598633
	Iteration 6F: 3 clusters Score -8929122 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 53827 members 
Entering Unmasked Estep 
Score: -8932351.000000 Penalty: 3652.598633
	Iteration 7F: 3 clusters Score -8932351 nChanged 6189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 60006 members 
Entering Unmasked Estep 
Score: -8937387.000000 Penalty: 3652.598633
	Iteration 8F: 3 clusters Score -8937387 nChanged 6515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 66521 members 
Entering Unmasked Estep 
Score: -8943612.000000 Penalty: 3652.598633
	Iteration 9F: 3 clusters Score -8943612 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 71717 members 
Entering Unmasked Estep 
Score: -8948712.000000 Penalty: 3652.598633
	Iteration 10F: 3 clusters Score -8948712 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 74478 members 
Entering Unmasked Estep 
Score: -8951416.000000 Penalty: 3652.598633
	Iteration 11Q: 3 clusters Score -8951416 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 75502 members 
Entering Unmasked Estep 
Score: -8952393.000000 Penalty: 3652.598633
	Iteration 12Q: 3 clusters Score -8952393 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 75764 members 
Entering Unmasked Estep 
Score: -8952695.000000 Penalty: 3652.598633
	Iteration 13Q: 3 clusters Score -8952695 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 75832 members 
Entering Unmasked Estep 
Score: -8952807.000000 Penalty: 3652.598633
	Iteration 14Q: 3 clusters Score -8952807 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 75850 members 
Entering Unmasked Estep 
Score: -8952843.000000 Penalty: 3652.598633
	Iteration 15Q: 3 clusters Score -8952843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 75859 members 
Entering Unmasked Estep 
Score: -8952855.000000 Penalty: 3652.598633
	Iteration 16Q: 3 clusters Score -8952855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 75865 members 
Entering Unmasked Estep 
Score: -8952867.000000 Penalty: 3652.598633
	Iteration 17Q: 3 clusters Score -8952867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 75868 members 
Entering Unmasked Estep 
Score: -8952876.000000 Penalty: 3652.598633
	Iteration 18Q: 3 clusters Score -8952876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 75869 members 
Entering Unmasked Estep 
Score: -8952880.000000 Penalty: 3652.598633
	Iteration 19Q: 3 clusters Score -8952880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 75870 members 
Entering Unmasked Estep 
Score: -8952880.000000 Penalty: 3652.598633
	Iteration 20F: 3 clusters Score -8952880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (197097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197097 members 
Entering Unmasked Estep 
Score: -22561160.000000 Penalty: 1981.110840
	Iteration 0F: 2 clusters Score -2.256116e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98272 members 
Mstep: Class 2 contains 98825 members 
Entering Unmasked Estep 
Score: -22452450.000000 Penalty: 3962.221680
	Iteration 0F: 3 clusters Score -2.245245e+07 nChanged 95739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90525 members 
Mstep: Class 2 contains 106572 members 
Entering Unmasked Estep 
Score: -22509758.000000 Penalty: 3962.221680
	Iteration 1F: 3 clusters Score -2.250976e+07 nChanged 7177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86106 members 
Mstep: Class 2 contains 110991 members 
Entering Unmasked Estep 
Score: -22511488.000000 Penalty: 3962.221680
	Iteration 2Q: 3 clusters Score -2.251149e+07 nChanged 8573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79833 members 
Mstep: Class 2 contains 117264 members 
Entering Unmasked Estep 
Score: -22514024.000000 Penalty: 3962.221680
	Iteration 3Q: 3 clusters Score -2.251402e+07 nChanged 10654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71137 members 
Mstep: Class 2 contains 125960 members 
Entering Unmasked Estep 
Score: -22518560.000000 Penalty: 3962.221680
	Iteration 4F: 3 clusters Score -2.251856e+07 nChanged 12791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60304 members 
Mstep: Class 2 contains 136793 members 
Entering Unmasked Estep 
Score: -22525218.000000 Penalty: 3962.221680
	Iteration 5F: 3 clusters Score -2.252522e+07 nChanged 13732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48804 members 
Mstep: Class 2 contains 148293 members 
Entering Unmasked Estep 
Score: -22534154.000000 Penalty: 3962.221680
	Iteration 6F: 3 clusters Score -2.253415e+07 nChanged 12725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38741 members 
Mstep: Class 2 contains 158356 members 
Entering Unmasked Estep 
Score: -22543224.000000 Penalty: 3962.221680
	Iteration 7F: 3 clusters Score -2.254322e+07 nChanged 9901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32422 members 
Mstep: Class 2 contains 164675 members 
Entering Unmasked Estep 
Score: -22549312.000000 Penalty: 3962.221680
	Iteration 8F: 3 clusters Score -2.254931e+07 nChanged 6946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29592 members 
Mstep: Class 2 contains 167505 members 
Entering Unmasked Estep 
Score: -22552158.000000 Penalty: 3962.221680
	Iteration 9Q: 3 clusters Score -2.255216e+07 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 169031 members 
Entering Unmasked Estep 
Score: -22553152.000000 Penalty: 3962.221680
	Iteration 10Q: 3 clusters Score -2.255315e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 170255 members 
Entering Unmasked Estep 
Score: -22553534.000000 Penalty: 3962.221680
	Iteration 11Q: 3 clusters Score -2.255353e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 171414 members 
Entering Unmasked Estep 
Score: -22553684.000000 Penalty: 3962.221680
	Iteration 12Q: 3 clusters Score -2.255368e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 172608 members 
Entering Unmasked Estep 
Score: -22553862.000000 Penalty: 3962.221680
	Iteration 13Q: 3 clusters Score -2.255386e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 173699 members 
Entering Unmasked Estep 
Score: -22553998.000000 Penalty: 3962.221680
	Iteration 14Q: 3 clusters Score -2.2554e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 174789 members 
Entering Unmasked Estep 
Score: -22554168.000000 Penalty: 3962.221680
	Iteration 15Q: 3 clusters Score -2.255417e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 175833 members 
Entering Unmasked Estep 
Score: -22554278.000000 Penalty: 3962.221680
	Iteration 16Q: 3 clusters Score -2.255428e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 176796 members 
Entering Unmasked Estep 
Score: -22554414.000000 Penalty: 3962.221680
	Iteration 17Q: 3 clusters Score -2.255441e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 177704 members 
Entering Unmasked Estep 
Score: -22554502.000000 Penalty: 3962.221680
	Iteration 18Q: 3 clusters Score -2.25545e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 178558 members 
Entering Unmasked Estep 
Score: -22554472.000000 Penalty: 3962.221680
	Iteration 19Q: 3 clusters Score -2.255447e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 179343 members 
Entering Unmasked Estep 
Score: -22554610.000000 Penalty: 3962.221680
	Iteration 20F: 3 clusters Score -2.255461e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 180103 members 
Entering Unmasked Estep 
Score: -22554766.000000 Penalty: 3962.221680
	Iteration 21Q: 3 clusters Score -2.255477e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 180819 members 
Entering Unmasked Estep 
Score: -22554874.000000 Penalty: 3962.221680
	Iteration 22Q: 3 clusters Score -2.255487e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 181546 members 
Entering Unmasked Estep 
Score: -22555340.000000 Penalty: 3962.221680
	Iteration 23Q: 3 clusters Score -2.255534e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 182301 members 
Entering Unmasked Estep 
Score: -22555900.000000 Penalty: 3962.221680
	Iteration 24Q: 3 clusters Score -2.25559e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 183040 members 
Entering Unmasked Estep 
Score: -22556270.000000 Penalty: 3962.221680
	Iteration 25Q: 3 clusters Score -2.255627e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 183821 members 
Entering Unmasked Estep 
Score: -22556782.000000 Penalty: 3962.221680
	Iteration 26Q: 3 clusters Score -2.255678e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 184613 members 
Entering Unmasked Estep 
Score: -22557274.000000 Penalty: 3962.221680
	Iteration 27Q: 3 clusters Score -2.255727e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 185438 members 
Entering Unmasked Estep 
Score: -22557804.000000 Penalty: 3962.221680
	Iteration 28Q: 3 clusters Score -2.25578e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 186281 members 
Entering Unmasked Estep 
Score: -22558138.000000 Penalty: 3962.221680
	Iteration 29Q: 3 clusters Score -2.255814e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 187115 members 
Entering Unmasked Estep 
Score: -22558482.000000 Penalty: 3962.221680
	Iteration 30Q: 3 clusters Score -2.255848e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 187930 members 
Entering Unmasked Estep 
Score: -22558658.000000 Penalty: 3962.221680
	Iteration 31Q: 3 clusters Score -2.255866e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 188715 members 
Entering Unmasked Estep 
Score: -22558836.000000 Penalty: 3962.221680
	Iteration 32Q: 3 clusters Score -2.255884e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 189465 members 
Entering Unmasked Estep 
Score: -22558790.000000 Penalty: 3962.221680
	Iteration 33Q: 3 clusters Score -2.255879e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 190139 members 
Entering Unmasked Estep 
Score: -22558958.000000 Penalty: 3962.221680
	Iteration 34Q: 3 clusters Score -2.255896e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 190814 members 
Entering Unmasked Estep 
Score: -22558984.000000 Penalty: 3962.221680
	Iteration 35Q: 3 clusters Score -2.255898e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 191443 members 
Entering Unmasked Estep 
Score: -22559006.000000 Penalty: 3962.221680
	Iteration 36Q: 3 clusters Score -2.255901e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 191993 members 
Entering Unmasked Estep 
Score: -22558986.000000 Penalty: 3962.221680
	Iteration 37Q: 3 clusters Score -2.255899e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 192510 members 
Entering Unmasked Estep 
Score: -22558996.000000 Penalty: 3962.221680
	Iteration 38Q: 3 clusters Score -2.2559e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 192970 members 
Entering Unmasked Estep 
Score: -22559054.000000 Penalty: 3962.221680
	Iteration 39Q: 3 clusters Score -2.255905e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 193410 members 
Entering Unmasked Estep 
Score: -22559110.000000 Penalty: 3962.221680
	Iteration 40F: 3 clusters Score -2.255911e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 193787 members 
Entering Unmasked Estep 
Score: -22559286.000000 Penalty: 3962.221680
	Iteration 41Q: 3 clusters Score -2.255929e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 194113 members 
Entering Unmasked Estep 
Score: -22559276.000000 Penalty: 3962.221680
	Iteration 42Q: 3 clusters Score -2.255928e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 194395 members 
Entering Unmasked Estep 
Score: -22559298.000000 Penalty: 3962.221680
	Iteration 43Q: 3 clusters Score -2.25593e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 194644 members 
Entering Unmasked Estep 
Score: -22559272.000000 Penalty: 3962.221680
	Iteration 44Q: 3 clusters Score -2.255927e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 194874 members 
Entering Unmasked Estep 
Score: -22559260.000000 Penalty: 3962.221680
	Iteration 45Q: 3 clusters Score -2.255926e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 195082 members 
Entering Unmasked Estep 
Score: -22559306.000000 Penalty: 3962.221680
	Iteration 46Q: 3 clusters Score -2.255931e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 195266 members 
Entering Unmasked Estep 
Score: -22559404.000000 Penalty: 3962.221680
	Iteration 47Q: 3 clusters Score -2.25594e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 195426 members 
Entering Unmasked Estep 
Score: -22559490.000000 Penalty: 3962.221680
	Iteration 48Q: 3 clusters Score -2.255949e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 195549 members 
Entering Unmasked Estep 
Score: -22559448.000000 Penalty: 3962.221680
	Iteration 49Q: 3 clusters Score -2.255945e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 195667 members 
Entering Unmasked Estep 
Score: -22559440.000000 Penalty: 3962.221680
	Iteration 50Q: 3 clusters Score -2.255944e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 195769 members 
Entering Unmasked Estep 
Score: -22559454.000000 Penalty: 3962.221680
	Iteration 51Q: 3 clusters Score -2.255945e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 195854 members 
Entering Unmasked Estep 
Score: -22559470.000000 Penalty: 3962.221680
	Iteration 52Q: 3 clusters Score -2.255947e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 195932 members 
Entering Unmasked Estep 
Score: -22559482.000000 Penalty: 3962.221680
	Iteration 53Q: 3 clusters Score -2.255948e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 195998 members 
Entering Unmasked Estep 
Score: -22559464.000000 Penalty: 3962.221680
	Iteration 54Q: 3 clusters Score -2.255946e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 196057 members 
Entering Unmasked Estep 
Score: -22559482.000000 Penalty: 3962.221680
	Iteration 55Q: 3 clusters Score -2.255948e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 196105 members 
Entering Unmasked Estep 
Score: -22559548.000000 Penalty: 3962.221680
	Iteration 56Q: 3 clusters Score -2.255955e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 196142 members 
Entering Unmasked Estep 
Score: -22559554.000000 Penalty: 3962.221680
	Iteration 57Q: 3 clusters Score -2.255955e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 196164 members 
Entering Unmasked Estep 
Score: -22559570.000000 Penalty: 3962.221680
	Iteration 58Q: 3 clusters Score -2.255957e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 196191 members 
Entering Unmasked Estep 
Score: -22559576.000000 Penalty: 3962.221680
	Iteration 59Q: 3 clusters Score -2.255958e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 196217 members 
Entering Unmasked Estep 
Score: -22559574.000000 Penalty: 3962.221680
	Iteration 60F: 3 clusters Score -2.255957e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 196241 members 
Entering Unmasked Estep 
Score: -22559584.000000 Penalty: 3962.221680
	Iteration 61Q: 3 clusters Score -2.255958e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 196263 members 
Entering Unmasked Estep 
Score: -22559598.000000 Penalty: 3962.221680
	Iteration 62Q: 3 clusters Score -2.25596e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 196280 members 
Entering Unmasked Estep 
Score: -22559578.000000 Penalty: 3962.221680
	Iteration 63Q: 3 clusters Score -2.255958e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 196299 members 
Entering Unmasked Estep 
Score: -22559598.000000 Penalty: 3962.221680
	Iteration 64Q: 3 clusters Score -2.25596e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 196322 members 
Entering Unmasked Estep 
Score: -22559634.000000 Penalty: 3962.221680
	Iteration 65Q: 3 clusters Score -2.255963e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 196331 members 
Entering Unmasked Estep 
Score: -22559624.000000 Penalty: 3962.221680
	Iteration 66Q: 3 clusters Score -2.255962e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 196333 members 
Entering Unmasked Estep 
Score: -22559628.000000 Penalty: 3962.221680
	Iteration 67Q: 3 clusters Score -2.255963e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 196341 members 
Entering Unmasked Estep 
Score: -22559652.000000 Penalty: 3962.221680
	Iteration 68Q: 3 clusters Score -2.255965e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 196347 members 
Entering Unmasked Estep 
Score: -22559644.000000 Penalty: 3962.221680
	Iteration 69Q: 3 clusters Score -2.255964e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 196356 members 
Entering Unmasked Estep 
Score: -22559616.000000 Penalty: 3962.221680
	Iteration 70Q: 3 clusters Score -2.255962e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 196361 members 
Entering Unmasked Estep 
Score: -22559620.000000 Penalty: 3962.221680
	Iteration 71Q: 3 clusters Score -2.255962e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 196366 members 
Entering Unmasked Estep 
Score: -22559634.000000 Penalty: 3962.221680
	Iteration 72Q: 3 clusters Score -2.255963e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 196371 members 
Entering Unmasked Estep 
Score: -22559626.000000 Penalty: 3962.221680
	Iteration 73Q: 3 clusters Score -2.255963e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 196375 members 
Entering Unmasked Estep 
Score: -22559628.000000 Penalty: 3962.221680
	Iteration 74Q: 3 clusters Score -2.255963e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 196381 members 
Entering Unmasked Estep 
Score: -22559626.000000 Penalty: 3962.221680
	Iteration 75Q: 3 clusters Score -2.255963e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 196384 members 
Entering Unmasked Estep 
Score: -22559624.000000 Penalty: 3962.221680
	Iteration 76Q: 3 clusters Score -2.255962e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 196391 members 
Entering Unmasked Estep 
Score: -22559620.000000 Penalty: 3962.221680
	Iteration 77Q: 3 clusters Score -2.255962e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 196393 members 
Entering Unmasked Estep 
Score: -22559628.000000 Penalty: 3962.221680
	Iteration 78Q: 3 clusters Score -2.255963e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 196396 members 
Entering Unmasked Estep 
Score: -22559624.000000 Penalty: 3962.221680
	Iteration 79Q: 3 clusters Score -2.255962e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 196399 members 
Entering Unmasked Estep 
Score: -22559640.000000 Penalty: 3962.221680
	Iteration 80F: 3 clusters Score -2.255964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 196402 members 
Entering Unmasked Estep 
Score: -22559646.000000 Penalty: 3962.221680
	Iteration 81Q: 3 clusters Score -2.255965e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 196402 members 
Entering Unmasked Estep 
Score: -22559646.000000 Penalty: 3962.221680
	Iteration 82F: 3 clusters Score -2.255965e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (83401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83401 members 
Entering Unmasked Estep 
Score: -9919210.000000 Penalty: 1841.354980
	Iteration 0F: 2 clusters Score -9919210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 41883 members 
Entering Unmasked Estep 
Score: -9863392.000000 Penalty: 3682.709961
	Iteration 0F: 3 clusters Score -9863392 nChanged 39811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38527 members 
Mstep: Class 2 contains 44874 members 
Entering Unmasked Estep 
Score: -9886473.000000 Penalty: 3682.709961
	Iteration 1F: 3 clusters Score -9886473 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36398 members 
Mstep: Class 2 contains 47003 members 
Entering Unmasked Estep 
Score: -9887365.000000 Penalty: 3682.709961
	Iteration 2Q: 3 clusters Score -9887365 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 50283 members 
Entering Unmasked Estep 
Score: -9888896.000000 Penalty: 3682.709961
	Iteration 3Q: 3 clusters Score -9888896 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 54967 members 
Entering Unmasked Estep 
Score: -9891585.000000 Penalty: 3682.709961
	Iteration 4F: 3 clusters Score -9891585 nChanged 6725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 61602 members 
Entering Unmasked Estep 
Score: -9896534.000000 Penalty: 3682.709961
	Iteration 5F: 3 clusters Score -9896534 nChanged 7831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 69399 members 
Entering Unmasked Estep 
Score: -9903588.000000 Penalty: 3682.709961
	Iteration 6F: 3 clusters Score -9903588 nChanged 7117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 76516 members 
Entering Unmasked Estep 
Score: -9910957.000000 Penalty: 3682.709961
	Iteration 7F: 3 clusters Score -9910957 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 80875 members 
Entering Unmasked Estep 
Score: -9915260.000000 Penalty: 3682.709961
	Iteration 8F: 3 clusters Score -9915260 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 82633 members 
Entering Unmasked Estep 
Score: -9916852.000000 Penalty: 3682.709961
	Iteration 9Q: 3 clusters Score -9916852 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 83107 members 
Entering Unmasked Estep 
Score: -9917314.000000 Penalty: 3682.709961
	Iteration 10Q: 3 clusters Score -9917314 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 83232 members 
Entering Unmasked Estep 
Score: -9917422.000000 Penalty: 3682.709961
	Iteration 11Q: 3 clusters Score -9917422 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 83261 members 
Entering Unmasked Estep 
Score: -9917481.000000 Penalty: 3682.709961
	Iteration 12Q: 3 clusters Score -9917481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 83268 members 
Entering Unmasked Estep 
Score: -9917487.000000 Penalty: 3682.709961
	Iteration 13Q: 3 clusters Score -9917487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 83274 members 
Entering Unmasked Estep 
Score: -9917515.000000 Penalty: 3682.709961
	Iteration 14Q: 3 clusters Score -9917515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 83278 members 
Entering Unmasked Estep 
Score: -9917515.000000 Penalty: 3682.709961
	Iteration 15Q: 3 clusters Score -9917515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 83275 members 
Entering Unmasked Estep 
Score: -9917535.000000 Penalty: 3682.709961
	Iteration 16Q: 3 clusters Score -9917535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 83276 members 
Entering Unmasked Estep 
Score: -9917545.000000 Penalty: 3682.709961
	Iteration 17Q: 3 clusters Score -9917545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 83278 members 
Entering Unmasked Estep 
Score: -9917545.000000 Penalty: 3682.709961
	Iteration 18Q: 3 clusters Score -9917545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 83278 members 
Entering Unmasked Estep 
Score: -9917539.000000 Penalty: 3682.709961
	Iteration 19Q: 3 clusters Score -9917539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 83278 members 
Entering Unmasked Estep 
Score: -9917539.000000 Penalty: 3682.709961
	Iteration 20F: 3 clusters Score -9917539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Entering Unmasked Estep 
Score: -1239541.625000 Penalty: 1517.157837
	Iteration 0F: 2 clusters Score -1239542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1231483.625000 Penalty: 3034.315674
	Iteration 0F: 3 clusters Score -1231484 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1234048.375000 Penalty: 3034.315674
	Iteration 1F: 3 clusters Score -1234048 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1234301.500000 Penalty: 3034.315674
	Iteration 2F: 3 clusters Score -1234302 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1234512.125000 Penalty: 3034.315674
	Iteration 3Q: 3 clusters Score -1234512 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1234686.000000 Penalty: 3034.315674
	Iteration 4Q: 3 clusters Score -1234686 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1234862.375000 Penalty: 3034.315674
	Iteration 5Q: 3 clusters Score -1234862 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1235063.250000 Penalty: 3034.315674
	Iteration 6Q: 3 clusters Score -1235063 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1235277.375000 Penalty: 3034.315674
	Iteration 7Q: 3 clusters Score -1235277 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1235502.875000 Penalty: 3034.315674
	Iteration 8Q: 3 clusters Score -1235503 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1235786.125000 Penalty: 3034.315674
	Iteration 9Q: 3 clusters Score -1235786 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1236105.750000 Penalty: 3034.315674
	Iteration 10Q: 3 clusters Score -1236106 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1236442.875000 Penalty: 3034.315674
	Iteration 11Q: 3 clusters Score -1236443 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1236676.875000 Penalty: 3034.315674
	Iteration 12Q: 3 clusters Score -1236677 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1236810.500000 Penalty: 3034.315674
	Iteration 13Q: 3 clusters Score -1236810 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1236888.500000 Penalty: 3034.315674
	Iteration 14Q: 3 clusters Score -1236888 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1236934.750000 Penalty: 3034.315674
	Iteration 15Q: 3 clusters Score -1236935 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1236974.125000 Penalty: 3034.315674
	Iteration 16Q: 3 clusters Score -1236974 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1237010.000000 Penalty: 3034.315674
	Iteration 17Q: 3 clusters Score -1237010 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1237036.000000 Penalty: 3034.315674
	Iteration 18Q: 3 clusters Score -1237036 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1237062.625000 Penalty: 3034.315674
	Iteration 19Q: 3 clusters Score -1237063 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1237091.000000 Penalty: 3034.315674
	Iteration 20F: 3 clusters Score -1237091 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1237124.000000 Penalty: 3034.315674
	Iteration 21Q: 3 clusters Score -1237124 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1237150.750000 Penalty: 3034.315674
	Iteration 22Q: 3 clusters Score -1237151 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1237173.250000 Penalty: 3034.315674
	Iteration 23Q: 3 clusters Score -1237173 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1237202.375000 Penalty: 3034.315674
	Iteration 24Q: 3 clusters Score -1237202 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1237231.375000 Penalty: 3034.315674
	Iteration 25Q: 3 clusters Score -1237231 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1237264.000000 Penalty: 3034.315674
	Iteration 26Q: 3 clusters Score -1237264 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1237296.750000 Penalty: 3034.315674
	Iteration 27Q: 3 clusters Score -1237297 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1237339.625000 Penalty: 3034.315674
	Iteration 28Q: 3 clusters Score -1237340 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1237388.625000 Penalty: 3034.315674
	Iteration 29Q: 3 clusters Score -1237389 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1237429.375000 Penalty: 3034.315674
	Iteration 30Q: 3 clusters Score -1237429 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1237476.375000 Penalty: 3034.315674
	Iteration 31Q: 3 clusters Score -1237476 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1237518.750000 Penalty: 3034.315674
	Iteration 32Q: 3 clusters Score -1237519 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1237559.625000 Penalty: 3034.315674
	Iteration 33Q: 3 clusters Score -1237560 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1237597.125000 Penalty: 3034.315674
	Iteration 34Q: 3 clusters Score -1237597 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1237628.125000 Penalty: 3034.315674
	Iteration 35Q: 3 clusters Score -1237628 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1237659.125000 Penalty: 3034.315674
	Iteration 36Q: 3 clusters Score -1237659 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1237696.500000 Penalty: 3034.315674
	Iteration 37Q: 3 clusters Score -1237696 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1237734.125000 Penalty: 3034.315674
	Iteration 38Q: 3 clusters Score -1237734 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1237781.625000 Penalty: 3034.315674
	Iteration 39Q: 3 clusters Score -1237782 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1237828.375000 Penalty: 3034.315674
	Iteration 40F: 3 clusters Score -1237828 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1237879.125000 Penalty: 3034.315674
	Iteration 41Q: 3 clusters Score -1237879 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1237922.750000 Penalty: 3034.315674
	Iteration 42Q: 3 clusters Score -1237923 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1237967.625000 Penalty: 3034.315674
	Iteration 43Q: 3 clusters Score -1237968 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1238002.375000 Penalty: 3034.315674
	Iteration 44Q: 3 clusters Score -1238002 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1238027.625000 Penalty: 3034.315674
	Iteration 45Q: 3 clusters Score -1238028 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1238055.750000 Penalty: 3034.315674
	Iteration 46Q: 3 clusters Score -1238056 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1238077.500000 Penalty: 3034.315674
	Iteration 47Q: 3 clusters Score -1238078 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1238101.250000 Penalty: 3034.315674
	Iteration 48Q: 3 clusters Score -1238101 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1238127.125000 Penalty: 3034.315674
	Iteration 49Q: 3 clusters Score -1238127 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1238141.750000 Penalty: 3034.315674
	Iteration 50Q: 3 clusters Score -1238142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1238154.750000 Penalty: 3034.315674
	Iteration 51Q: 3 clusters Score -1238155 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1238167.875000 Penalty: 3034.315674
	Iteration 52Q: 3 clusters Score -1238168 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1238178.125000 Penalty: 3034.315674
	Iteration 53Q: 3 clusters Score -1238178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1238185.375000 Penalty: 3034.315674
	Iteration 54Q: 3 clusters Score -1238185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1238191.750000 Penalty: 3034.315674
	Iteration 55Q: 3 clusters Score -1238192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1238204.625000 Penalty: 3034.315674
	Iteration 56Q: 3 clusters Score -1238205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1238213.375000 Penalty: 3034.315674
	Iteration 57Q: 3 clusters Score -1238213 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1238224.375000 Penalty: 3034.315674
	Iteration 58Q: 3 clusters Score -1238224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1238233.875000 Penalty: 3034.315674
	Iteration 59Q: 3 clusters Score -1238234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1238241.250000 Penalty: 3034.315674
	Iteration 60F: 3 clusters Score -1238241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1238253.500000 Penalty: 3034.315674
	Iteration 61Q: 3 clusters Score -1238254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1238254.125000 Penalty: 3034.315674
	Iteration 62Q: 3 clusters Score -1238254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1238258.250000 Penalty: 3034.315674
	Iteration 63Q: 3 clusters Score -1238258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1238261.000000 Penalty: 3034.315674
	Iteration 64Q: 3 clusters Score -1238261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1238265.500000 Penalty: 3034.315674
	Iteration 65Q: 3 clusters Score -1238266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1238269.125000 Penalty: 3034.315674
	Iteration 66Q: 3 clusters Score -1238269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1238271.375000 Penalty: 3034.315674
	Iteration 67Q: 3 clusters Score -1238271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1238273.000000 Penalty: 3034.315674
	Iteration 68Q: 3 clusters Score -1238273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1238274.125000 Penalty: 3034.315674
	Iteration 69Q: 3 clusters Score -1238274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1238273.875000 Penalty: 3034.315674
	Iteration 70Q: 3 clusters Score -1238274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1238273.750000 Penalty: 3034.315674
	Iteration 71Q: 3 clusters Score -1238274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1238278.000000 Penalty: 3034.315674
	Iteration 72Q: 3 clusters Score -1238278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1238279.125000 Penalty: 3034.315674
	Iteration 73Q: 3 clusters Score -1238279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1238279.125000 Penalty: 3034.315674
	Iteration 74F: 3 clusters Score -1238279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Entering Unmasked Estep 
Score: -1118973.125000 Penalty: 1490.638184
	Iteration 0F: 2 clusters Score -1118973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1111992.375000 Penalty: 2981.276367
	Iteration 0F: 3 clusters Score -1111992 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1114333.750000 Penalty: 2981.276367
	Iteration 1F: 3 clusters Score -1114334 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1114576.500000 Penalty: 2981.276367
	Iteration 2F: 3 clusters Score -1114576 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1114770.875000 Penalty: 2981.276367
	Iteration 3Q: 3 clusters Score -1114771 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1114937.000000 Penalty: 2981.276367
	Iteration 4Q: 3 clusters Score -1114937 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1115082.500000 Penalty: 2981.276367
	Iteration 5Q: 3 clusters Score -1115082 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1115214.875000 Penalty: 2981.276367
	Iteration 6Q: 3 clusters Score -1115215 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1115366.500000 Penalty: 2981.276367
	Iteration 7Q: 3 clusters Score -1115366 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1115507.750000 Penalty: 2981.276367
	Iteration 8Q: 3 clusters Score -1115508 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1115673.500000 Penalty: 2981.276367
	Iteration 9Q: 3 clusters Score -1115674 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1115839.875000 Penalty: 2981.276367
	Iteration 10Q: 3 clusters Score -1115840 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1116024.625000 Penalty: 2981.276367
	Iteration 11Q: 3 clusters Score -1116025 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1116237.875000 Penalty: 2981.276367
	Iteration 12Q: 3 clusters Score -1116238 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1116456.625000 Penalty: 2981.276367
	Iteration 13Q: 3 clusters Score -1116457 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1116664.500000 Penalty: 2981.276367
	Iteration 14Q: 3 clusters Score -1116664 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1116822.375000 Penalty: 2981.276367
	Iteration 15Q: 3 clusters Score -1116822 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1116935.750000 Penalty: 2981.276367
	Iteration 16Q: 3 clusters Score -1116936 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1117010.625000 Penalty: 2981.276367
	Iteration 17Q: 3 clusters Score -1117011 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1117087.500000 Penalty: 2981.276367
	Iteration 18Q: 3 clusters Score -1117088 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1117150.625000 Penalty: 2981.276367
	Iteration 19Q: 3 clusters Score -1117151 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1117197.250000 Penalty: 2981.276367
	Iteration 20F: 3 clusters Score -1117197 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1117230.000000 Penalty: 2981.276367
	Iteration 21Q: 3 clusters Score -1117230 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1117258.875000 Penalty: 2981.276367
	Iteration 22Q: 3 clusters Score -1117259 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1117286.250000 Penalty: 2981.276367
	Iteration 23Q: 3 clusters Score -1117286 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1117303.875000 Penalty: 2981.276367
	Iteration 24Q: 3 clusters Score -1117304 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1117316.250000 Penalty: 2981.276367
	Iteration 25Q: 3 clusters Score -1117316 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1117328.500000 Penalty: 2981.276367
	Iteration 26Q: 3 clusters Score -1117328 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1117336.500000 Penalty: 2981.276367
	Iteration 27Q: 3 clusters Score -1117336 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1117342.000000 Penalty: 2981.276367
	Iteration 28Q: 3 clusters Score -1117342 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1117344.250000 Penalty: 2981.276367
	Iteration 29Q: 3 clusters Score -1117344 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1117347.375000 Penalty: 2981.276367
	Iteration 30Q: 3 clusters Score -1117347 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1117352.125000 Penalty: 2981.276367
	Iteration 31Q: 3 clusters Score -1117352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1117352.750000 Penalty: 2981.276367
	Iteration 32Q: 3 clusters Score -1117353 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1117357.000000 Penalty: 2981.276367
	Iteration 33Q: 3 clusters Score -1117357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1117356.375000 Penalty: 2981.276367
	Iteration 34Q: 3 clusters Score -1117356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1117358.000000 Penalty: 2981.276367
	Iteration 35Q: 3 clusters Score -1117358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1117362.875000 Penalty: 2981.276367
	Iteration 36Q: 3 clusters Score -1117363 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1117365.375000 Penalty: 2981.276367
	Iteration 37Q: 3 clusters Score -1117365 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1117370.250000 Penalty: 2981.276367
	Iteration 38Q: 3 clusters Score -1117370 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1117372.125000 Penalty: 2981.276367
	Iteration 39Q: 3 clusters Score -1117372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1117372.375000 Penalty: 2981.276367
	Iteration 40F: 3 clusters Score -1117372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1117376.375000 Penalty: 2981.276367
	Iteration 41Q: 3 clusters Score -1117376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1117376.250000 Penalty: 2981.276367
	Iteration 42Q: 3 clusters Score -1117376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1117378.750000 Penalty: 2981.276367
	Iteration 43Q: 3 clusters Score -1117379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1117378.875000 Penalty: 2981.276367
	Iteration 44Q: 3 clusters Score -1117379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1117381.250000 Penalty: 2981.276367
	Iteration 45Q: 3 clusters Score -1117381 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1117381.875000 Penalty: 2981.276367
	Iteration 46Q: 3 clusters Score -1117382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1117383.625000 Penalty: 2981.276367
	Iteration 47Q: 3 clusters Score -1117384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1117382.375000 Penalty: 2981.276367
	Iteration 48Q: 3 clusters Score -1117382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1117386.250000 Penalty: 2981.276367
	Iteration 49Q: 3 clusters Score -1117386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1117388.125000 Penalty: 2981.276367
	Iteration 50Q: 3 clusters Score -1117388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1117390.625000 Penalty: 2981.276367
	Iteration 51Q: 3 clusters Score -1117391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1117391.000000 Penalty: 2981.276367
	Iteration 52Q: 3 clusters Score -1117391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1117390.250000 Penalty: 2981.276367
	Iteration 53Q: 3 clusters Score -1117390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1117389.625000 Penalty: 2981.276367
	Iteration 54Q: 3 clusters Score -1117390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1117390.000000 Penalty: 2981.276367
	Iteration 55Q: 3 clusters Score -1117390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1117390.000000 Penalty: 2981.276367
	Iteration 56F: 3 clusters Score -1117390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Entering Unmasked Estep 
Score: -7299.567383 Penalty: 844.755737
	Iteration 0F: 2 clusters Score -7299.567 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 94 members 
Entering Unmasked Estep 
Score: -6725.171875 Penalty: 1689.511475
	Iteration 0F: 3 clusters Score -6725.172 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -6971.250000 Penalty: 1689.511475
	Iteration 1F: 3 clusters Score -6971.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -7047.347656 Penalty: 1689.511475
	Iteration 2F: 3 clusters Score -7047.348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -7087.523926 Penalty: 1689.511475
	Iteration 3Q: 3 clusters Score -7087.524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7139.913574 Penalty: 1689.511475
	Iteration 4Q: 3 clusters Score -7139.914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -7150.941895 Penalty: 1689.511475
	Iteration 5Q: 3 clusters Score -7150.942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7156.772461 Penalty: 1689.511475
	Iteration 6Q: 3 clusters Score -7156.772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -7156.772461 Penalty: 1689.511475
	Iteration 7F: 3 clusters Score -7156.772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Entering Unmasked Estep 
Score: -67605.968750 Penalty: 1049.988525
	Iteration 0F: 2 clusters Score -67605.97 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 331 members 
Entering Unmasked Estep 
Score: -66425.039062 Penalty: 2099.977051
	Iteration 0F: 3 clusters Score -66425.04 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -66623.679688 Penalty: 2099.977051
	Iteration 1F: 3 clusters Score -66623.68 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -66698.242188 Penalty: 2099.977051
	Iteration 2F: 3 clusters Score -66698.24 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -66740.351562 Penalty: 2099.977051
	Iteration 3Q: 3 clusters Score -66740.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -66761.367188 Penalty: 2099.977051
	Iteration 4Q: 3 clusters Score -66761.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -66775.015625 Penalty: 2099.977051
	Iteration 5Q: 3 clusters Score -66775.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -66782.031250 Penalty: 2099.977051
	Iteration 6Q: 3 clusters Score -66782.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -66783.351562 Penalty: 2099.977051
	Iteration 7Q: 3 clusters Score -66783.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -66783.617188 Penalty: 2099.977051
	Iteration 8Q: 3 clusters Score -66783.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -66783.617188 Penalty: 2099.977051
	Iteration 9F: 3 clusters Score -66783.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (78020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78020 members 
Entering Unmasked Estep 
Score: -9288729.000000 Penalty: 1830.517090
	Iteration 0F: 2 clusters Score -9288729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39120 members 
Mstep: Class 2 contains 38900 members 
Entering Unmasked Estep 
Score: -9237062.000000 Penalty: 3661.034180
	Iteration 0F: 3 clusters Score -9237062 nChanged 36904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39924 members 
Mstep: Class 2 contains 38096 members 
Entering Unmasked Estep 
Score: -9257778.000000 Penalty: 3661.034180
	Iteration 1F: 3 clusters Score -9257778 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40405 members 
Mstep: Class 2 contains 37615 members 
Entering Unmasked Estep 
Score: -9258127.000000 Penalty: 3661.034180
	Iteration 2Q: 3 clusters Score -9258127 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41145 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -9258614.000000 Penalty: 3661.034180
	Iteration 3Q: 3 clusters Score -9258614 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42247 members 
Mstep: Class 2 contains 35773 members 
Entering Unmasked Estep 
Score: -9259116.000000 Penalty: 3661.034180
	Iteration 4Q: 3 clusters Score -9259116 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43873 members 
Mstep: Class 2 contains 34147 members 
Entering Unmasked Estep 
Score: -9259774.000000 Penalty: 3661.034180
	Iteration 5Q: 3 clusters Score -9259774 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46256 members 
Mstep: Class 2 contains 31764 members 
Entering Unmasked Estep 
Score: -9260822.000000 Penalty: 3661.034180
	Iteration 6Q: 3 clusters Score -9260822 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49670 members 
Mstep: Class 2 contains 28350 members 
Entering Unmasked Estep 
Score: -9262754.000000 Penalty: 3661.034180
	Iteration 7Q: 3 clusters Score -9262754 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54430 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -9265954.000000 Penalty: 3661.034180
	Iteration 8F: 3 clusters Score -9265954 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60352 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -9270600.000000 Penalty: 3661.034180
	Iteration 9F: 3 clusters Score -9270600 nChanged 6051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66399 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -9276267.000000 Penalty: 3661.034180
	Iteration 10F: 3 clusters Score -9276267 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71624 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -9281431.000000 Penalty: 3661.034180
	Iteration 11F: 3 clusters Score -9281431 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75015 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -9284682.000000 Penalty: 3661.034180
	Iteration 12Q: 3 clusters Score -9284682 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76684 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -9286180.000000 Penalty: 3661.034180
	Iteration 13Q: 3 clusters Score -9286180 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77293 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -9286739.000000 Penalty: 3661.034180
	Iteration 14Q: 3 clusters Score -9286739 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77514 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -9286933.000000 Penalty: 3661.034180
	Iteration 15Q: 3 clusters Score -9286933 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77600 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -9287026.000000 Penalty: 3661.034180
	Iteration 16Q: 3 clusters Score -9287026 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77652 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -9287083.000000 Penalty: 3661.034180
	Iteration 17Q: 3 clusters Score -9287083 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77676 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -9287123.000000 Penalty: 3661.034180
	Iteration 18Q: 3 clusters Score -9287123 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77688 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -9287141.000000 Penalty: 3661.034180
	Iteration 19Q: 3 clusters Score -9287141 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77700 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -9287153.000000 Penalty: 3661.034180
	Iteration 20F: 3 clusters Score -9287153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77711 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -9287170.000000 Penalty: 3661.034180
	Iteration 21Q: 3 clusters Score -9287170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77715 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -9287172.000000 Penalty: 3661.034180
	Iteration 22Q: 3 clusters Score -9287172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77713 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -9287183.000000 Penalty: 3661.034180
	Iteration 23Q: 3 clusters Score -9287183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77715 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -9287180.000000 Penalty: 3661.034180
	Iteration 24Q: 3 clusters Score -9287180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77718 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -9287177.000000 Penalty: 3661.034180
	Iteration 25Q: 3 clusters Score -9287177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77721 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -9287179.000000 Penalty: 3661.034180
	Iteration 26Q: 3 clusters Score -9287179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77721 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -9287193.000000 Penalty: 3661.034180
	Iteration 27Q: 3 clusters Score -9287193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77721 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -9287193.000000 Penalty: 3661.034180
	Iteration 28F: 3 clusters Score -9287193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Entering Unmasked Estep 
Score: -2373883.750000 Penalty: 1605.560425
	Iteration 0F: 2 clusters Score -2373884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -2360628.750000 Penalty: 3211.120850
	Iteration 0F: 3 clusters Score -2360629 nChanged 8723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -2365460.000000 Penalty: 3211.120850
	Iteration 1F: 3 clusters Score -2365460 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -2365754.750000 Penalty: 3211.120850
	Iteration 2Q: 3 clusters Score -2365755 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -2366078.750000 Penalty: 3211.120850
	Iteration 3Q: 3 clusters Score -2366079 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -2366478.500000 Penalty: 3211.120850
	Iteration 4Q: 3 clusters Score -2366478 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -2367058.000000 Penalty: 3211.120850
	Iteration 5F: 3 clusters Score -2367058 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -2367786.250000 Penalty: 3211.120850
	Iteration 6F: 3 clusters Score -2367786 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -2368712.750000 Penalty: 3211.120850
	Iteration 7F: 3 clusters Score -2368713 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -2369692.750000 Penalty: 3211.120850
	Iteration 8F: 3 clusters Score -2369693 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -2370497.250000 Penalty: 3211.120850
	Iteration 9Q: 3 clusters Score -2370497 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -2371025.000000 Penalty: 3211.120850
	Iteration 10Q: 3 clusters Score -2371025 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -2371380.750000 Penalty: 3211.120850
	Iteration 11Q: 3 clusters Score -2371381 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -2371621.250000 Penalty: 3211.120850
	Iteration 12Q: 3 clusters Score -2371621 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -2371797.750000 Penalty: 3211.120850
	Iteration 13Q: 3 clusters Score -2371798 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -2371924.750000 Penalty: 3211.120850
	Iteration 14Q: 3 clusters Score -2371925 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -2372006.750000 Penalty: 3211.120850
	Iteration 15Q: 3 clusters Score -2372007 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -2372093.000000 Penalty: 3211.120850
	Iteration 16Q: 3 clusters Score -2372093 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -2372155.000000 Penalty: 3211.120850
	Iteration 17Q: 3 clusters Score -2372155 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -2372221.000000 Penalty: 3211.120850
	Iteration 18Q: 3 clusters Score -2372221 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -2372264.250000 Penalty: 3211.120850
	Iteration 19Q: 3 clusters Score -2372264 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -2372297.250000 Penalty: 3211.120850
	Iteration 20F: 3 clusters Score -2372297 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -2372336.250000 Penalty: 3211.120850
	Iteration 21Q: 3 clusters Score -2372336 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -2372378.000000 Penalty: 3211.120850
	Iteration 22Q: 3 clusters Score -2372378 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -2372424.250000 Penalty: 3211.120850
	Iteration 23Q: 3 clusters Score -2372424 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -2372455.750000 Penalty: 3211.120850
	Iteration 24Q: 3 clusters Score -2372456 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -2372477.000000 Penalty: 3211.120850
	Iteration 25Q: 3 clusters Score -2372477 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -2372502.000000 Penalty: 3211.120850
	Iteration 26Q: 3 clusters Score -2372502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -2372511.250000 Penalty: 3211.120850
	Iteration 27Q: 3 clusters Score -2372511 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -2372523.750000 Penalty: 3211.120850
	Iteration 28Q: 3 clusters Score -2372524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -2372528.750000 Penalty: 3211.120850
	Iteration 29Q: 3 clusters Score -2372529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -2372534.500000 Penalty: 3211.120850
	Iteration 30Q: 3 clusters Score -2372534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -2372539.500000 Penalty: 3211.120850
	Iteration 31Q: 3 clusters Score -2372540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -2372542.000000 Penalty: 3211.120850
	Iteration 32Q: 3 clusters Score -2372542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -2372547.500000 Penalty: 3211.120850
	Iteration 33Q: 3 clusters Score -2372548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -2372551.250000 Penalty: 3211.120850
	Iteration 34Q: 3 clusters Score -2372551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -2372552.250000 Penalty: 3211.120850
	Iteration 35Q: 3 clusters Score -2372552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -2372553.500000 Penalty: 3211.120850
	Iteration 36Q: 3 clusters Score -2372554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -2372556.250000 Penalty: 3211.120850
	Iteration 37Q: 3 clusters Score -2372556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -2372559.750000 Penalty: 3211.120850
	Iteration 38Q: 3 clusters Score -2372560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -2372560.500000 Penalty: 3211.120850
	Iteration 39Q: 3 clusters Score -2372560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -2372564.250000 Penalty: 3211.120850
	Iteration 40F: 3 clusters Score -2372564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Entering Unmasked Estep 
Score: -1900877.000000 Penalty: 1571.883789
	Iteration 0F: 2 clusters Score -1900877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1889948.750000 Penalty: 3143.767578
	Iteration 0F: 3 clusters Score -1889949 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1893678.000000 Penalty: 3143.767578
	Iteration 1F: 3 clusters Score -1893678 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1893981.625000 Penalty: 3143.767578
	Iteration 2F: 3 clusters Score -1893982 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1894245.125000 Penalty: 3143.767578
	Iteration 3Q: 3 clusters Score -1894245 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1894472.500000 Penalty: 3143.767578
	Iteration 4Q: 3 clusters Score -1894472 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1894715.625000 Penalty: 3143.767578
	Iteration 5Q: 3 clusters Score -1894716 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1894924.125000 Penalty: 3143.767578
	Iteration 6Q: 3 clusters Score -1894924 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1895179.875000 Penalty: 3143.767578
	Iteration 7Q: 3 clusters Score -1895180 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1895532.250000 Penalty: 3143.767578
	Iteration 8Q: 3 clusters Score -1895532 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1895914.875000 Penalty: 3143.767578
	Iteration 9Q: 3 clusters Score -1895915 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1896344.000000 Penalty: 3143.767578
	Iteration 10Q: 3 clusters Score -1896344 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1896855.875000 Penalty: 3143.767578
	Iteration 11Q: 3 clusters Score -1896856 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1897271.625000 Penalty: 3143.767578
	Iteration 12Q: 3 clusters Score -1897272 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1897556.000000 Penalty: 3143.767578
	Iteration 13Q: 3 clusters Score -1897556 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1897727.375000 Penalty: 3143.767578
	Iteration 14Q: 3 clusters Score -1897727 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1897860.750000 Penalty: 3143.767578
	Iteration 15Q: 3 clusters Score -1897861 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1898015.250000 Penalty: 3143.767578
	Iteration 16Q: 3 clusters Score -1898015 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1898168.000000 Penalty: 3143.767578
	Iteration 17Q: 3 clusters Score -1898168 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1898315.625000 Penalty: 3143.767578
	Iteration 18Q: 3 clusters Score -1898316 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1898458.250000 Penalty: 3143.767578
	Iteration 19Q: 3 clusters Score -1898458 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1898589.625000 Penalty: 3143.767578
	Iteration 20F: 3 clusters Score -1898590 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1898718.500000 Penalty: 3143.767578
	Iteration 21Q: 3 clusters Score -1898718 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -1898830.375000 Penalty: 3143.767578
	Iteration 22Q: 3 clusters Score -1898830 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -1898925.000000 Penalty: 3143.767578
	Iteration 23Q: 3 clusters Score -1898925 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1898998.125000 Penalty: 3143.767578
	Iteration 24Q: 3 clusters Score -1898998 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -1899051.125000 Penalty: 3143.767578
	Iteration 25Q: 3 clusters Score -1899051 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -1899092.500000 Penalty: 3143.767578
	Iteration 26Q: 3 clusters Score -1899092 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -1899126.875000 Penalty: 3143.767578
	Iteration 27Q: 3 clusters Score -1899127 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -1899162.750000 Penalty: 3143.767578
	Iteration 28Q: 3 clusters Score -1899163 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -1899181.000000 Penalty: 3143.767578
	Iteration 29Q: 3 clusters Score -1899181 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -1899198.375000 Penalty: 3143.767578
	Iteration 30Q: 3 clusters Score -1899198 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -1899224.250000 Penalty: 3143.767578
	Iteration 31Q: 3 clusters Score -1899224 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -1899253.500000 Penalty: 3143.767578
	Iteration 32Q: 3 clusters Score -1899254 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -1899269.125000 Penalty: 3143.767578
	Iteration 33Q: 3 clusters Score -1899269 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -1899284.500000 Penalty: 3143.767578
	Iteration 34Q: 3 clusters Score -1899284 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -1899306.250000 Penalty: 3143.767578
	Iteration 35Q: 3 clusters Score -1899306 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -1899317.750000 Penalty: 3143.767578
	Iteration 36Q: 3 clusters Score -1899318 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -1899331.750000 Penalty: 3143.767578
	Iteration 37Q: 3 clusters Score -1899332 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -1899349.625000 Penalty: 3143.767578
	Iteration 38Q: 3 clusters Score -1899350 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -1899357.875000 Penalty: 3143.767578
	Iteration 39Q: 3 clusters Score -1899358 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -1899363.500000 Penalty: 3143.767578
	Iteration 40F: 3 clusters Score -1899364 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -1899369.750000 Penalty: 3143.767578
	Iteration 41Q: 3 clusters Score -1899370 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -1899374.500000 Penalty: 3143.767578
	Iteration 42Q: 3 clusters Score -1899374 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -1899379.125000 Penalty: 3143.767578
	Iteration 43Q: 3 clusters Score -1899379 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -1899384.250000 Penalty: 3143.767578
	Iteration 44Q: 3 clusters Score -1899384 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -1899394.875000 Penalty: 3143.767578
	Iteration 45Q: 3 clusters Score -1899395 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -1899408.250000 Penalty: 3143.767578
	Iteration 46Q: 3 clusters Score -1899408 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -1899413.375000 Penalty: 3143.767578
	Iteration 47Q: 3 clusters Score -1899413 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -1899423.500000 Penalty: 3143.767578
	Iteration 48Q: 3 clusters Score -1899424 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -1899432.000000 Penalty: 3143.767578
	Iteration 49Q: 3 clusters Score -1899432 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -1899444.625000 Penalty: 3143.767578
	Iteration 50Q: 3 clusters Score -1899445 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -1899457.375000 Penalty: 3143.767578
	Iteration 51Q: 3 clusters Score -1899457 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1899465.625000 Penalty: 3143.767578
	Iteration 52Q: 3 clusters Score -1899466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -1899472.125000 Penalty: 3143.767578
	Iteration 53Q: 3 clusters Score -1899472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -1899474.250000 Penalty: 3143.767578
	Iteration 54Q: 3 clusters Score -1899474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1899476.625000 Penalty: 3143.767578
	Iteration 55Q: 3 clusters Score -1899477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -1899480.125000 Penalty: 3143.767578
	Iteration 56Q: 3 clusters Score -1899480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -1899485.375000 Penalty: 3143.767578
	Iteration 57Q: 3 clusters Score -1899485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -1899483.500000 Penalty: 3143.767578
	Iteration 58Q: 3 clusters Score -1899484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -1899482.500000 Penalty: 3143.767578
	Iteration 59Q: 3 clusters Score -1899482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -1899482.875000 Penalty: 3143.767578
	Iteration 60F: 3 clusters Score -1899483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -1899486.875000 Penalty: 3143.767578
	Iteration 61Q: 3 clusters Score -1899487 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -1899494.750000 Penalty: 3143.767578
	Iteration 62Q: 3 clusters Score -1899495 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -1899500.500000 Penalty: 3143.767578
	Iteration 63Q: 3 clusters Score -1899500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -1899499.500000 Penalty: 3143.767578
	Iteration 64Q: 3 clusters Score -1899500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -1899502.125000 Penalty: 3143.767578
	Iteration 65Q: 3 clusters Score -1899502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -1899503.750000 Penalty: 3143.767578
	Iteration 66Q: 3 clusters Score -1899504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -1899502.750000 Penalty: 3143.767578
	Iteration 67Q: 3 clusters Score -1899503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -1899503.625000 Penalty: 3143.767578
	Iteration 68Q: 3 clusters Score -1899504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -1899508.000000 Penalty: 3143.767578
	Iteration 69Q: 3 clusters Score -1899508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -1899509.375000 Penalty: 3143.767578
	Iteration 70Q: 3 clusters Score -1899509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -1899507.750000 Penalty: 3143.767578
	Iteration 71Q: 3 clusters Score -1899508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -1899508.250000 Penalty: 3143.767578
	Iteration 72Q: 3 clusters Score -1899508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -1899509.250000 Penalty: 3143.767578
	Iteration 73Q: 3 clusters Score -1899509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -1899508.125000 Penalty: 3143.767578
	Iteration 74Q: 3 clusters Score -1899508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -1899508.750000 Penalty: 3143.767578
	Iteration 75Q: 3 clusters Score -1899509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -1899508.375000 Penalty: 3143.767578
	Iteration 76Q: 3 clusters Score -1899508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -1899509.500000 Penalty: 3143.767578
	Iteration 77Q: 3 clusters Score -1899510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -1899510.875000 Penalty: 3143.767578
	Iteration 78Q: 3 clusters Score -1899511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -1899510.875000 Penalty: 3143.767578
	Iteration 79F: 3 clusters Score -1899511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -1464219.375000 Penalty: 1538.323975
	Iteration 0F: 2 clusters Score -1464219 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: -1455181.875000 Penalty: 3076.647949
	Iteration 0F: 3 clusters Score -1455182 nChanged 5645
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: -1458049.625000 Penalty: 3076.647949
	Iteration 1F: 3 clusters Score -1458050 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1458250.625000 Penalty: 3076.647949
	Iteration 2Q: 3 clusters Score -1458251 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1458402.500000 Penalty: 3076.647949
	Iteration 3Q: 3 clusters Score -1458402 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1458526.250000 Penalty: 3076.647949
	Iteration 4Q: 3 clusters Score -1458526 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1458629.750000 Penalty: 3076.647949
	Iteration 5Q: 3 clusters Score -1458630 nChanged 341
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: -1458724.375000 Penalty: 3076.647949
	Iteration 6Q: 3 clusters Score -1458724 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1458833.250000 Penalty: 3076.647949
	Iteration 7Q: 3 clusters Score -1458833 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1458937.875000 Penalty: 3076.647949
	Iteration 8Q: 3 clusters Score -1458938 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1459041.500000 Penalty: 3076.647949
	Iteration 9Q: 3 clusters Score -1459042 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1459145.875000 Penalty: 3076.647949
	Iteration 10Q: 3 clusters Score -1459146 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1459250.250000 Penalty: 3076.647949
	Iteration 11Q: 3 clusters Score -1459250 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1459388.375000 Penalty: 3076.647949
	Iteration 12Q: 3 clusters Score -1459388 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1459560.875000 Penalty: 3076.647949
	Iteration 13Q: 3 clusters Score -1459561 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1459795.000000 Penalty: 3076.647949
	Iteration 14Q: 3 clusters Score -1459795 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1460132.875000 Penalty: 3076.647949
	Iteration 15Q: 3 clusters Score -1460133 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1460543.375000 Penalty: 3076.647949
	Iteration 16Q: 3 clusters Score -1460543 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1460939.250000 Penalty: 3076.647949
	Iteration 17Q: 3 clusters Score -1460939 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1461314.875000 Penalty: 3076.647949
	Iteration 18Q: 3 clusters Score -1461315 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -1461690.500000 Penalty: 3076.647949
	Iteration 19Q: 3 clusters Score -1461690 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1462017.500000 Penalty: 3076.647949
	Iteration 20F: 3 clusters Score -1462018 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1462284.250000 Penalty: 3076.647949
	Iteration 21Q: 3 clusters Score -1462284 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -1462469.000000 Penalty: 3076.647949
	Iteration 22Q: 3 clusters Score -1462469 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -1462592.000000 Penalty: 3076.647949
	Iteration 23Q: 3 clusters Score -1462592 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1462667.875000 Penalty: 3076.647949
	Iteration 24Q: 3 clusters Score -1462668 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1462737.750000 Penalty: 3076.647949
	Iteration 25Q: 3 clusters Score -1462738 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -1462788.250000 Penalty: 3076.647949
	Iteration 26Q: 3 clusters Score -1462788 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1462813.375000 Penalty: 3076.647949
	Iteration 27Q: 3 clusters Score -1462813 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -1462831.750000 Penalty: 3076.647949
	Iteration 28Q: 3 clusters Score -1462832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -1462846.375000 Penalty: 3076.647949
	Iteration 29Q: 3 clusters Score -1462846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1462862.625000 Penalty: 3076.647949
	Iteration 30Q: 3 clusters Score -1462863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -1462872.875000 Penalty: 3076.647949
	Iteration 31Q: 3 clusters Score -1462873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1462879.875000 Penalty: 3076.647949
	Iteration 32Q: 3 clusters Score -1462880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -1462885.000000 Penalty: 3076.647949
	Iteration 33Q: 3 clusters Score -1462885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -1462888.625000 Penalty: 3076.647949
	Iteration 34Q: 3 clusters Score -1462889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1462895.125000 Penalty: 3076.647949
	Iteration 35Q: 3 clusters Score -1462895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -1462899.250000 Penalty: 3076.647949
	Iteration 36Q: 3 clusters Score -1462899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1462905.000000 Penalty: 3076.647949
	Iteration 37Q: 3 clusters Score -1462905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -1462907.375000 Penalty: 3076.647949
	Iteration 38Q: 3 clusters Score -1462907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -1462909.375000 Penalty: 3076.647949
	Iteration 39Q: 3 clusters Score -1462909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -1462910.000000 Penalty: 3076.647949
	Iteration 40F: 3 clusters Score -1462910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -1462911.000000 Penalty: 3076.647949
	Iteration 41Q: 3 clusters Score -1462911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -1462915.125000 Penalty: 3076.647949
	Iteration 42Q: 3 clusters Score -1462915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -1462921.375000 Penalty: 3076.647949
	Iteration 43Q: 3 clusters Score -1462921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1462924.375000 Penalty: 3076.647949
	Iteration 44Q: 3 clusters Score -1462924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -1462926.125000 Penalty: 3076.647949
	Iteration 45Q: 3 clusters Score -1462926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1462928.125000 Penalty: 3076.647949
	Iteration 46Q: 3 clusters Score -1462928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1462928.125000 Penalty: 3076.647949
	Iteration 47F: 3 clusters Score -1462928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (103454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103454 members 
Entering Unmasked Estep 
Score: -12241327.000000 Penalty: 1876.368408
	Iteration 0F: 2 clusters Score -1.224133e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51806 members 
Mstep: Class 2 contains 51648 members 
Entering Unmasked Estep 
Score: -12175665.000000 Penalty: 3752.736816
	Iteration 0F: 3 clusters Score -1.217566e+07 nChanged 49385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53511 members 
Mstep: Class 2 contains 49943 members 
Entering Unmasked Estep 
Score: -12204180.000000 Penalty: 3752.736816
	Iteration 1F: 3 clusters Score -1.220418e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54538 members 
Mstep: Class 2 contains 48916 members 
Entering Unmasked Estep 
Score: -12204929.000000 Penalty: 3752.736816
	Iteration 2Q: 3 clusters Score -1.220493e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56073 members 
Mstep: Class 2 contains 47381 members 
Entering Unmasked Estep 
Score: -12206025.000000 Penalty: 3752.736816
	Iteration 3Q: 3 clusters Score -1.220602e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58270 members 
Mstep: Class 2 contains 45184 members 
Entering Unmasked Estep 
Score: -12207726.000000 Penalty: 3752.736816
	Iteration 4Q: 3 clusters Score -1.220773e+07 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61119 members 
Mstep: Class 2 contains 42335 members 
Entering Unmasked Estep 
Score: -12210539.000000 Penalty: 3752.736816
	Iteration 5Q: 3 clusters Score -1.221054e+07 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64420 members 
Mstep: Class 2 contains 39034 members 
Entering Unmasked Estep 
Score: -12215390.000000 Penalty: 3752.736816
	Iteration 6F: 3 clusters Score -1.221539e+07 nChanged 6941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67593 members 
Mstep: Class 2 contains 35861 members 
Entering Unmasked Estep 
Score: -12222299.000000 Penalty: 3752.736816
	Iteration 7F: 3 clusters Score -1.22223e+07 nChanged 7193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69322 members 
Mstep: Class 2 contains 34132 members 
Entering Unmasked Estep 
Score: -12229647.000000 Penalty: 3752.736816
	Iteration 8F: 3 clusters Score -1.222965e+07 nChanged 6520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69520 members 
Mstep: Class 2 contains 33934 members 
Entering Unmasked Estep 
Score: -12234707.000000 Penalty: 3752.736816
	Iteration 9F: 3 clusters Score -1.223471e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69341 members 
Mstep: Class 2 contains 34113 members 
Entering Unmasked Estep 
Score: -12236808.000000 Penalty: 3752.736816
	Iteration 10Q: 3 clusters Score -1.223681e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69100 members 
Mstep: Class 2 contains 34354 members 
Entering Unmasked Estep 
Score: -12237748.000000 Penalty: 3752.736816
	Iteration 11Q: 3 clusters Score -1.223775e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68866 members 
Mstep: Class 2 contains 34588 members 
Entering Unmasked Estep 
Score: -12238385.000000 Penalty: 3752.736816
	Iteration 12Q: 3 clusters Score -1.223838e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68565 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -12238894.000000 Penalty: 3752.736816
	Iteration 13Q: 3 clusters Score -1.223889e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68193 members 
Mstep: Class 2 contains 35261 members 
Entering Unmasked Estep 
Score: -12239398.000000 Penalty: 3752.736816
	Iteration 14Q: 3 clusters Score -1.22394e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67840 members 
Mstep: Class 2 contains 35614 members 
Entering Unmasked Estep 
Score: -12239720.000000 Penalty: 3752.736816
	Iteration 15Q: 3 clusters Score -1.223972e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67470 members 
Mstep: Class 2 contains 35984 members 
Entering Unmasked Estep 
Score: -12240015.000000 Penalty: 3752.736816
	Iteration 16Q: 3 clusters Score -1.224002e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67012 members 
Mstep: Class 2 contains 36442 members 
Entering Unmasked Estep 
Score: -12240240.000000 Penalty: 3752.736816
	Iteration 17Q: 3 clusters Score -1.224024e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66574 members 
Mstep: Class 2 contains 36880 members 
Entering Unmasked Estep 
Score: -12240428.000000 Penalty: 3752.736816
	Iteration 18Q: 3 clusters Score -1.224043e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66138 members 
Mstep: Class 2 contains 37316 members 
Entering Unmasked Estep 
Score: -12240570.000000 Penalty: 3752.736816
	Iteration 19Q: 3 clusters Score -1.224057e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65671 members 
Mstep: Class 2 contains 37783 members 
Entering Unmasked Estep 
Score: -12240730.000000 Penalty: 3752.736816
	Iteration 20F: 3 clusters Score -1.224073e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65191 members 
Mstep: Class 2 contains 38263 members 
Entering Unmasked Estep 
Score: -12240830.000000 Penalty: 3752.736816
	Iteration 21Q: 3 clusters Score -1.224083e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64712 members 
Mstep: Class 2 contains 38742 members 
Entering Unmasked Estep 
Score: -12240876.000000 Penalty: 3752.736816
	Iteration 22Q: 3 clusters Score -1.224088e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64276 members 
Mstep: Class 2 contains 39178 members 
Entering Unmasked Estep 
Score: -12240940.000000 Penalty: 3752.736816
	Iteration 23Q: 3 clusters Score -1.224094e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63816 members 
Mstep: Class 2 contains 39638 members 
Entering Unmasked Estep 
Score: -12241035.000000 Penalty: 3752.736816
	Iteration 24Q: 3 clusters Score -1.224104e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63402 members 
Mstep: Class 2 contains 40052 members 
Entering Unmasked Estep 
Score: -12241092.000000 Penalty: 3752.736816
	Iteration 25Q: 3 clusters Score -1.224109e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62963 members 
Mstep: Class 2 contains 40491 members 
Entering Unmasked Estep 
Score: -12241155.000000 Penalty: 3752.736816
	Iteration 26Q: 3 clusters Score -1.224116e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62585 members 
Mstep: Class 2 contains 40869 members 
Entering Unmasked Estep 
Score: -12241230.000000 Penalty: 3752.736816
	Iteration 27Q: 3 clusters Score -1.224123e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62242 members 
Mstep: Class 2 contains 41212 members 
Entering Unmasked Estep 
Score: -12241301.000000 Penalty: 3752.736816
	Iteration 28Q: 3 clusters Score -1.22413e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61923 members 
Mstep: Class 2 contains 41531 members 
Entering Unmasked Estep 
Score: -12241323.000000 Penalty: 3752.736816
	Iteration 29Q: 3 clusters Score -1.224132e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61645 members 
Mstep: Class 2 contains 41809 members 
Entering Unmasked Estep 
Score: -12241341.000000 Penalty: 3752.736816
	Iteration 30Q: 3 clusters Score -1.224134e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61408 members 
Mstep: Class 2 contains 42046 members 
Entering Unmasked Estep 
Score: -12241325.000000 Penalty: 3752.736816
	Iteration 31Q: 3 clusters Score -1.224132e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61185 members 
Mstep: Class 2 contains 42269 members 
Entering Unmasked Estep 
Score: -12241342.000000 Penalty: 3752.736816
	Iteration 32Q: 3 clusters Score -1.224134e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60950 members 
Mstep: Class 2 contains 42504 members 
Entering Unmasked Estep 
Score: -12241346.000000 Penalty: 3752.736816
	Iteration 33Q: 3 clusters Score -1.224135e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60744 members 
Mstep: Class 2 contains 42710 members 
Entering Unmasked Estep 
Score: -12241359.000000 Penalty: 3752.736816
	Iteration 34Q: 3 clusters Score -1.224136e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60559 members 
Mstep: Class 2 contains 42895 members 
Entering Unmasked Estep 
Score: -12241366.000000 Penalty: 3752.736816
	Iteration 35Q: 3 clusters Score -1.224137e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60306 members 
Mstep: Class 2 contains 43148 members 
Entering Unmasked Estep 
Score: -12241392.000000 Penalty: 3752.736816
	Iteration 36Q: 3 clusters Score -1.224139e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60003 members 
Mstep: Class 2 contains 43451 members 
Entering Unmasked Estep 
Score: -12241395.000000 Penalty: 3752.736816
	Iteration 37Q: 3 clusters Score -1.22414e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59693 members 
Mstep: Class 2 contains 43761 members 
Entering Unmasked Estep 
Score: -12241386.000000 Penalty: 3752.736816
	Iteration 38Q: 3 clusters Score -1.224139e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59383 members 
Mstep: Class 2 contains 44071 members 
Entering Unmasked Estep 
Score: -12241439.000000 Penalty: 3752.736816
	Iteration 39Q: 3 clusters Score -1.224144e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59072 members 
Mstep: Class 2 contains 44382 members 
Entering Unmasked Estep 
Score: -12241445.000000 Penalty: 3752.736816
	Iteration 40F: 3 clusters Score -1.224144e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58781 members 
Mstep: Class 2 contains 44673 members 
Entering Unmasked Estep 
Score: -12241472.000000 Penalty: 3752.736816
	Iteration 41Q: 3 clusters Score -1.224147e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58530 members 
Mstep: Class 2 contains 44924 members 
Entering Unmasked Estep 
Score: -12241495.000000 Penalty: 3752.736816
	Iteration 42Q: 3 clusters Score -1.22415e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58264 members 
Mstep: Class 2 contains 45190 members 
Entering Unmasked Estep 
Score: -12241527.000000 Penalty: 3752.736816
	Iteration 43Q: 3 clusters Score -1.224153e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58050 members 
Mstep: Class 2 contains 45404 members 
Entering Unmasked Estep 
Score: -12241528.000000 Penalty: 3752.736816
	Iteration 44Q: 3 clusters Score -1.224153e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57815 members 
Mstep: Class 2 contains 45639 members 
Entering Unmasked Estep 
Score: -12241516.000000 Penalty: 3752.736816
	Iteration 45Q: 3 clusters Score -1.224152e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57618 members 
Mstep: Class 2 contains 45836 members 
Entering Unmasked Estep 
Score: -12241509.000000 Penalty: 3752.736816
	Iteration 46Q: 3 clusters Score -1.224151e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57444 members 
Mstep: Class 2 contains 46010 members 
Entering Unmasked Estep 
Score: -12241503.000000 Penalty: 3752.736816
	Iteration 47Q: 3 clusters Score -1.22415e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57275 members 
Mstep: Class 2 contains 46179 members 
Entering Unmasked Estep 
Score: -12241516.000000 Penalty: 3752.736816
	Iteration 48Q: 3 clusters Score -1.224152e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57091 members 
Mstep: Class 2 contains 46363 members 
Entering Unmasked Estep 
Score: -12241523.000000 Penalty: 3752.736816
	Iteration 49Q: 3 clusters Score -1.224152e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56928 members 
Mstep: Class 2 contains 46526 members 
Entering Unmasked Estep 
Score: -12241523.000000 Penalty: 3752.736816
	Iteration 50Q: 3 clusters Score -1.224152e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56818 members 
Mstep: Class 2 contains 46636 members 
Entering Unmasked Estep 
Score: -12241532.000000 Penalty: 3752.736816
	Iteration 51Q: 3 clusters Score -1.224153e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56733 members 
Mstep: Class 2 contains 46721 members 
Entering Unmasked Estep 
Score: -12241558.000000 Penalty: 3752.736816
	Iteration 52Q: 3 clusters Score -1.224156e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56654 members 
Mstep: Class 2 contains 46800 members 
Entering Unmasked Estep 
Score: -12241553.000000 Penalty: 3752.736816
	Iteration 53Q: 3 clusters Score -1.224155e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56560 members 
Mstep: Class 2 contains 46894 members 
Entering Unmasked Estep 
Score: -12241564.000000 Penalty: 3752.736816
	Iteration 54Q: 3 clusters Score -1.224156e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56484 members 
Mstep: Class 2 contains 46970 members 
Entering Unmasked Estep 
Score: -12241564.000000 Penalty: 3752.736816
	Iteration 55Q: 3 clusters Score -1.224156e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56404 members 
Mstep: Class 2 contains 47050 members 
Entering Unmasked Estep 
Score: -12241584.000000 Penalty: 3752.736816
	Iteration 56Q: 3 clusters Score -1.224158e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56321 members 
Mstep: Class 2 contains 47133 members 
Entering Unmasked Estep 
Score: -12241599.000000 Penalty: 3752.736816
	Iteration 57Q: 3 clusters Score -1.22416e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56262 members 
Mstep: Class 2 contains 47192 members 
Entering Unmasked Estep 
Score: -12241613.000000 Penalty: 3752.736816
	Iteration 58Q: 3 clusters Score -1.224161e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56228 members 
Mstep: Class 2 contains 47226 members 
Entering Unmasked Estep 
Score: -12241598.000000 Penalty: 3752.736816
	Iteration 59Q: 3 clusters Score -1.22416e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56214 members 
Mstep: Class 2 contains 47240 members 
Entering Unmasked Estep 
Score: -12241600.000000 Penalty: 3752.736816
	Iteration 60F: 3 clusters Score -1.22416e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56182 members 
Mstep: Class 2 contains 47272 members 
Entering Unmasked Estep 
Score: -12241590.000000 Penalty: 3752.736816
	Iteration 61Q: 3 clusters Score -1.224159e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56147 members 
Mstep: Class 2 contains 47307 members 
Entering Unmasked Estep 
Score: -12241578.000000 Penalty: 3752.736816
	Iteration 62Q: 3 clusters Score -1.224158e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56106 members 
Mstep: Class 2 contains 47348 members 
Entering Unmasked Estep 
Score: -12241587.000000 Penalty: 3752.736816
	Iteration 63Q: 3 clusters Score -1.224159e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56071 members 
Mstep: Class 2 contains 47383 members 
Entering Unmasked Estep 
Score: -12241578.000000 Penalty: 3752.736816
	Iteration 64Q: 3 clusters Score -1.224158e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56041 members 
Mstep: Class 2 contains 47413 members 
Entering Unmasked Estep 
Score: -12241577.000000 Penalty: 3752.736816
	Iteration 65Q: 3 clusters Score -1.224158e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56023 members 
Mstep: Class 2 contains 47431 members 
Entering Unmasked Estep 
Score: -12241570.000000 Penalty: 3752.736816
	Iteration 66Q: 3 clusters Score -1.224157e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56004 members 
Mstep: Class 2 contains 47450 members 
Entering Unmasked Estep 
Score: -12241565.000000 Penalty: 3752.736816
	Iteration 67Q: 3 clusters Score -1.224156e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55983 members 
Mstep: Class 2 contains 47471 members 
Entering Unmasked Estep 
Score: -12241551.000000 Penalty: 3752.736816
	Iteration 68Q: 3 clusters Score -1.224155e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55962 members 
Mstep: Class 2 contains 47492 members 
Entering Unmasked Estep 
Score: -12241575.000000 Penalty: 3752.736816
	Iteration 69Q: 3 clusters Score -1.224158e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55930 members 
Mstep: Class 2 contains 47524 members 
Entering Unmasked Estep 
Score: -12241565.000000 Penalty: 3752.736816
	Iteration 70Q: 3 clusters Score -1.224156e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55902 members 
Mstep: Class 2 contains 47552 members 
Entering Unmasked Estep 
Score: -12241569.000000 Penalty: 3752.736816
	Iteration 71Q: 3 clusters Score -1.224157e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55893 members 
Mstep: Class 2 contains 47561 members 
Entering Unmasked Estep 
Score: -12241565.000000 Penalty: 3752.736816
	Iteration 72Q: 3 clusters Score -1.224156e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55884 members 
Mstep: Class 2 contains 47570 members 
Entering Unmasked Estep 
Score: -12241571.000000 Penalty: 3752.736816
	Iteration 73Q: 3 clusters Score -1.224157e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55845 members 
Mstep: Class 2 contains 47609 members 
Entering Unmasked Estep 
Score: -12241577.000000 Penalty: 3752.736816
	Iteration 74Q: 3 clusters Score -1.224158e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55815 members 
Mstep: Class 2 contains 47639 members 
Entering Unmasked Estep 
Score: -12241570.000000 Penalty: 3752.736816
	Iteration 75Q: 3 clusters Score -1.224157e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55793 members 
Mstep: Class 2 contains 47661 members 
Entering Unmasked Estep 
Score: -12241568.000000 Penalty: 3752.736816
	Iteration 76Q: 3 clusters Score -1.224157e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55767 members 
Mstep: Class 2 contains 47687 members 
Entering Unmasked Estep 
Score: -12241577.000000 Penalty: 3752.736816
	Iteration 77Q: 3 clusters Score -1.224158e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55741 members 
Mstep: Class 2 contains 47713 members 
Entering Unmasked Estep 
Score: -12241569.000000 Penalty: 3752.736816
	Iteration 78Q: 3 clusters Score -1.224157e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55706 members 
Mstep: Class 2 contains 47748 members 
Entering Unmasked Estep 
Score: -12241582.000000 Penalty: 3752.736816
	Iteration 79Q: 3 clusters Score -1.224158e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55689 members 
Mstep: Class 2 contains 47765 members 
Entering Unmasked Estep 
Score: -12241578.000000 Penalty: 3752.736816
	Iteration 80F: 3 clusters Score -1.224158e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55668 members 
Mstep: Class 2 contains 47786 members 
Entering Unmasked Estep 
Score: -12241569.000000 Penalty: 3752.736816
	Iteration 81Q: 3 clusters Score -1.224157e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55655 members 
Mstep: Class 2 contains 47799 members 
Entering Unmasked Estep 
Score: -12241562.000000 Penalty: 3752.736816
	Iteration 82Q: 3 clusters Score -1.224156e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55628 members 
Mstep: Class 2 contains 47826 members 
Entering Unmasked Estep 
Score: -12241564.000000 Penalty: 3752.736816
	Iteration 83Q: 3 clusters Score -1.224156e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55595 members 
Mstep: Class 2 contains 47859 members 
Entering Unmasked Estep 
Score: -12241579.000000 Penalty: 3752.736816
	Iteration 84Q: 3 clusters Score -1.224158e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55570 members 
Mstep: Class 2 contains 47884 members 
Entering Unmasked Estep 
Score: -12241585.000000 Penalty: 3752.736816
	Iteration 85Q: 3 clusters Score -1.224158e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55535 members 
Mstep: Class 2 contains 47919 members 
Entering Unmasked Estep 
Score: -12241581.000000 Penalty: 3752.736816
	Iteration 86Q: 3 clusters Score -1.224158e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55512 members 
Mstep: Class 2 contains 47942 members 
Entering Unmasked Estep 
Score: -12241560.000000 Penalty: 3752.736816
	Iteration 87Q: 3 clusters Score -1.224156e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55495 members 
Mstep: Class 2 contains 47959 members 
Entering Unmasked Estep 
Score: -12241569.000000 Penalty: 3752.736816
	Iteration 88Q: 3 clusters Score -1.224157e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55481 members 
Mstep: Class 2 contains 47973 members 
Entering Unmasked Estep 
Score: -12241556.000000 Penalty: 3752.736816
	Iteration 89Q: 3 clusters Score -1.224156e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55469 members 
Mstep: Class 2 contains 47985 members 
Entering Unmasked Estep 
Score: -12241566.000000 Penalty: 3752.736816
	Iteration 90Q: 3 clusters Score -1.224157e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55462 members 
Mstep: Class 2 contains 47992 members 
Entering Unmasked Estep 
Score: -12241561.000000 Penalty: 3752.736816
	Iteration 91Q: 3 clusters Score -1.224156e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55456 members 
Mstep: Class 2 contains 47998 members 
Entering Unmasked Estep 
Score: -12241561.000000 Penalty: 3752.736816
	Iteration 92Q: 3 clusters Score -1.224156e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55446 members 
Mstep: Class 2 contains 48008 members 
Entering Unmasked Estep 
Score: -12241552.000000 Penalty: 3752.736816
	Iteration 93Q: 3 clusters Score -1.224155e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55436 members 
Mstep: Class 2 contains 48018 members 
Entering Unmasked Estep 
Score: -12241560.000000 Penalty: 3752.736816
	Iteration 94Q: 3 clusters Score -1.224156e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55429 members 
Mstep: Class 2 contains 48025 members 
Entering Unmasked Estep 
Score: -12241563.000000 Penalty: 3752.736816
	Iteration 95Q: 3 clusters Score -1.224156e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55421 members 
Mstep: Class 2 contains 48033 members 
Entering Unmasked Estep 
Score: -12241558.000000 Penalty: 3752.736816
	Iteration 96Q: 3 clusters Score -1.224156e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55418 members 
Mstep: Class 2 contains 48036 members 
Entering Unmasked Estep 
Score: -12241556.000000 Penalty: 3752.736816
	Iteration 97Q: 3 clusters Score -1.224156e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55417 members 
Mstep: Class 2 contains 48037 members 
Entering Unmasked Estep 
Score: -12241558.000000 Penalty: 3752.736816
	Iteration 98Q: 3 clusters Score -1.224156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55416 members 
Mstep: Class 2 contains 48038 members 
Entering Unmasked Estep 
Score: -12241553.000000 Penalty: 3752.736816
	Iteration 99Q: 3 clusters Score -1.224155e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55418 members 
Mstep: Class 2 contains 48036 members 
Entering Unmasked Estep 
Score: -12241561.000000 Penalty: 3752.736816
	Iteration 100F: 3 clusters Score -1.224156e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 84850 members 
Mstep: Class 2 contains 44561 members 
Mstep: Class 3 contains 16559 members 
Mstep: Class 4 contains 11301 members 
Mstep: Class 5 contains 69956 members 
Mstep: Class 6 contains 43889 members 
Mstep: Class 7 contains 206 members 
Mstep: Class 8 contains 76021 members 
Mstep: Class 9 contains 197097 members 
Mstep: Class 10 contains 83401 members 
Mstep: Class 11 contains 11343 members 
Mstep: Class 12 contains 9635 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 78020 members 
Mstep: Class 16 contains 19543 members 
Mstep: Class 17 contains 15885 members 
Mstep: Class 18 contains 12921 members 
Mstep: Class 19 contains 55418 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1465 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 45941 members 
Mstep: Class 25 contains 102952 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 28 contains 247 members 
Mstep: Class 29 contains 79027 members 
Mstep: Class 30 contains 76689 members 
Mstep: Class 31 contains 5929 members 
Mstep: Class 32 contains 16929 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3821 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 28223 members 
Mstep: Class 37 contains 107935 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 48036 members 
Mstep: Class 41 contains 27439 members 
Mstep: Class 42 contains 566 members 
Mstep: Class 43 contains 68759 members 
Mstep: Class 44 contains 93032 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 17651 members 
Mstep: Class 50 contains 99633 members 
Mstep: Class 51 contains 59308 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
Score: -194752944.000000 Penalty: 121337.851562
Splitting cluster 19 changes total score from -194748704.000000 to -194752944.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 20 (1100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Entering Unmasked Estep 
Score: -103660.718750 Penalty: 1137.998169
	Iteration 0F: 2 clusters Score -103660.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -102223.156250 Penalty: 2275.996338
	Iteration 0F: 3 clusters Score -102223.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -102624.656250 Penalty: 2275.996338
	Iteration 1F: 3 clusters Score -102624.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -102784.085938 Penalty: 2275.996338
	Iteration 2F: 3 clusters Score -102784.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -102879.304688 Penalty: 2275.996338
	Iteration 3F: 3 clusters Score -102879.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -102936.515625 Penalty: 2275.996338
	Iteration 4Q: 3 clusters Score -102936.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -102961.007812 Penalty: 2275.996338
	Iteration 5Q: 3 clusters Score -102961 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -102980.515625 Penalty: 2275.996338
	Iteration 6Q: 3 clusters Score -102980.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -102990.656250 Penalty: 2275.996338
	Iteration 7Q: 3 clusters Score -102990.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -103006.601562 Penalty: 2275.996338
	Iteration 8Q: 3 clusters Score -103006.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -103031.609375 Penalty: 2275.996338
	Iteration 9Q: 3 clusters Score -103031.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -103054.851562 Penalty: 2275.996338
	Iteration 10Q: 3 clusters Score -103054.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -103073.656250 Penalty: 2275.996338
	Iteration 11Q: 3 clusters Score -103073.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -103093.414062 Penalty: 2275.996338
	Iteration 12Q: 3 clusters Score -103093.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -103120.921875 Penalty: 2275.996338
	Iteration 13Q: 3 clusters Score -103120.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -103136.476562 Penalty: 2275.996338
	Iteration 14Q: 3 clusters Score -103136.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -103152.289062 Penalty: 2275.996338
	Iteration 15Q: 3 clusters Score -103152.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -103169.765625 Penalty: 2275.996338
	Iteration 16Q: 3 clusters Score -103169.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -103183.601562 Penalty: 2275.996338
	Iteration 17Q: 3 clusters Score -103183.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -103194.656250 Penalty: 2275.996338
	Iteration 18Q: 3 clusters Score -103194.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -103199.609375 Penalty: 2275.996338
	Iteration 19Q: 3 clusters Score -103199.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -103207.101562 Penalty: 2275.996338
	Iteration 20F: 3 clusters Score -103207.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -103220.117188 Penalty: 2275.996338
	Iteration 21Q: 3 clusters Score -103220.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -103227.710938 Penalty: 2275.996338
	Iteration 22Q: 3 clusters Score -103227.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -103235.453125 Penalty: 2275.996338
	Iteration 23Q: 3 clusters Score -103235.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -103246.179688 Penalty: 2275.996338
	Iteration 24Q: 3 clusters Score -103246.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -103251.320312 Penalty: 2275.996338
	Iteration 25Q: 3 clusters Score -103251.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -103259.085938 Penalty: 2275.996338
	Iteration 26Q: 3 clusters Score -103259.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -103264.445312 Penalty: 2275.996338
	Iteration 27Q: 3 clusters Score -103264.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -103268.140625 Penalty: 2275.996338
	Iteration 28Q: 3 clusters Score -103268.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -103269.859375 Penalty: 2275.996338
	Iteration 29Q: 3 clusters Score -103269.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -103277.648438 Penalty: 2275.996338
	Iteration 30Q: 3 clusters Score -103277.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -103283.992188 Penalty: 2275.996338
	Iteration 31Q: 3 clusters Score -103284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -103287.921875 Penalty: 2275.996338
	Iteration 32Q: 3 clusters Score -103287.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -103288.632812 Penalty: 2275.996338
	Iteration 33Q: 3 clusters Score -103288.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -103289.304688 Penalty: 2275.996338
	Iteration 34Q: 3 clusters Score -103289.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -103290.109375 Penalty: 2275.996338
	Iteration 35Q: 3 clusters Score -103290.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -103290.617188 Penalty: 2275.996338
	Iteration 36Q: 3 clusters Score -103290.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -103290.765625 Penalty: 2275.996338
	Iteration 37Q: 3 clusters Score -103290.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -103290.765625 Penalty: 2275.996338
	Iteration 38F: 3 clusters Score -103290.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Entering Unmasked Estep 
Score: -46045.980469 Penalty: 1011.490723
	Iteration 0F: 2 clusters Score -46045.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -45009.722656 Penalty: 2022.981445
	Iteration 0F: 3 clusters Score -45009.72 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -45210.058594 Penalty: 2022.981445
	Iteration 1F: 3 clusters Score -45210.06 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -45314.335938 Penalty: 2022.981445
	Iteration 2F: 3 clusters Score -45314.34 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -45362.496094 Penalty: 2022.981445
	Iteration 3F: 3 clusters Score -45362.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -45398.054688 Penalty: 2022.981445
	Iteration 4Q: 3 clusters Score -45398.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -45420.921875 Penalty: 2022.981445
	Iteration 5Q: 3 clusters Score -45420.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -45433.832031 Penalty: 2022.981445
	Iteration 6Q: 3 clusters Score -45433.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -45446.542969 Penalty: 2022.981445
	Iteration 7Q: 3 clusters Score -45446.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -45449.812500 Penalty: 2022.981445
	Iteration 8Q: 3 clusters Score -45449.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -45453.156250 Penalty: 2022.981445
	Iteration 9Q: 3 clusters Score -45453.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -45455.082031 Penalty: 2022.981445
	Iteration 10Q: 3 clusters Score -45455.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -45455.082031 Penalty: 2022.981445
	Iteration 11F: 3 clusters Score -45455.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Entering Unmasked Estep 
Score: -156674.750000 Penalty: 1184.561646
	Iteration 0F: 2 clusters Score -156674.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -154944.765625 Penalty: 2369.123291
	Iteration 0F: 3 clusters Score -154944.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -155321.062500 Penalty: 2369.123291
	Iteration 1F: 3 clusters Score -155321.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -155446.140625 Penalty: 2369.123291
	Iteration 2F: 3 clusters Score -155446.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -155530.250000 Penalty: 2369.123291
	Iteration 3Q: 3 clusters Score -155530.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -155597.562500 Penalty: 2369.123291
	Iteration 4Q: 3 clusters Score -155597.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -155651.093750 Penalty: 2369.123291
	Iteration 5Q: 3 clusters Score -155651.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -155705.359375 Penalty: 2369.123291
	Iteration 6Q: 3 clusters Score -155705.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -155752.187500 Penalty: 2369.123291
	Iteration 7Q: 3 clusters Score -155752.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -155787.578125 Penalty: 2369.123291
	Iteration 8Q: 3 clusters Score -155787.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -155803.281250 Penalty: 2369.123291
	Iteration 9Q: 3 clusters Score -155803.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -155807.875000 Penalty: 2369.123291
	Iteration 10Q: 3 clusters Score -155807.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -155813.859375 Penalty: 2369.123291
	Iteration 11Q: 3 clusters Score -155813.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -155819.109375 Penalty: 2369.123291
	Iteration 12Q: 3 clusters Score -155819.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -155824.531250 Penalty: 2369.123291
	Iteration 13Q: 3 clusters Score -155824.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -155829.390625 Penalty: 2369.123291
	Iteration 14Q: 3 clusters Score -155829.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -155835.187500 Penalty: 2369.123291
	Iteration 15Q: 3 clusters Score -155835.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -155841.796875 Penalty: 2369.123291
	Iteration 16Q: 3 clusters Score -155841.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -155847.046875 Penalty: 2369.123291
	Iteration 17Q: 3 clusters Score -155847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -155849.078125 Penalty: 2369.123291
	Iteration 18Q: 3 clusters Score -155849.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -155851.218750 Penalty: 2369.123291
	Iteration 19Q: 3 clusters Score -155851.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -155851.750000 Penalty: 2369.123291
	Iteration 20F: 3 clusters Score -155851.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Entering Unmasked Estep 
Score: -55201.328125 Penalty: 1032.302246
	Iteration 0F: 2 clusters Score -55201.33 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 295 members 
Entering Unmasked Estep 
Score: -54129.480469 Penalty: 2064.604492
	Iteration 0F: 3 clusters Score -54129.48 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -54370.277344 Penalty: 2064.604492
	Iteration 1F: 3 clusters Score -54370.28 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -54463.781250 Penalty: 2064.604492
	Iteration 2F: 3 clusters Score -54463.78 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -54537.382812 Penalty: 2064.604492
	Iteration 3Q: 3 clusters Score -54537.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -54605.589844 Penalty: 2064.604492
	Iteration 4Q: 3 clusters Score -54605.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -54645.281250 Penalty: 2064.604492
	Iteration 5Q: 3 clusters Score -54645.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -54676.375000 Penalty: 2064.604492
	Iteration 6Q: 3 clusters Score -54676.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -54710.757812 Penalty: 2064.604492
	Iteration 7Q: 3 clusters Score -54710.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -54750.070312 Penalty: 2064.604492
	Iteration 8Q: 3 clusters Score -54750.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -54796.531250 Penalty: 2064.604492
	Iteration 9Q: 3 clusters Score -54796.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -54873.093750 Penalty: 2064.604492
	Iteration 10Q: 3 clusters Score -54873.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -54894.363281 Penalty: 2064.604492
	Iteration 11Q: 3 clusters Score -54894.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -54906.113281 Penalty: 2064.604492
	Iteration 12Q: 3 clusters Score -54906.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -54909.582031 Penalty: 2064.604492
	Iteration 13Q: 3 clusters Score -54909.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -54909.582031 Penalty: 2064.604492
	Iteration 14F: 3 clusters Score -54909.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (102952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102952 members 
Entering Unmasked Estep 
Score: -12206801.000000 Penalty: 1875.577881
	Iteration 0F: 2 clusters Score -1.22068e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51690 members 
Mstep: Class 2 contains 51262 members 
Entering Unmasked Estep 
Score: -12139756.000000 Penalty: 3751.155762
	Iteration 0F: 3 clusters Score -1.213976e+07 nChanged 49557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55669 members 
Mstep: Class 2 contains 47283 members 
Entering Unmasked Estep 
Score: -12169146.000000 Penalty: 3751.155762
	Iteration 1F: 3 clusters Score -1.216915e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58191 members 
Mstep: Class 2 contains 44761 members 
Entering Unmasked Estep 
Score: -12170457.000000 Penalty: 3751.155762
	Iteration 2Q: 3 clusters Score -1.217046e+07 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62096 members 
Mstep: Class 2 contains 40856 members 
Entering Unmasked Estep 
Score: -12172769.000000 Penalty: 3751.155762
	Iteration 3Q: 3 clusters Score -1.217277e+07 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67215 members 
Mstep: Class 2 contains 35737 members 
Entering Unmasked Estep 
Score: -12176613.000000 Penalty: 3751.155762
	Iteration 4F: 3 clusters Score -1.217661e+07 nChanged 6791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73248 members 
Mstep: Class 2 contains 29704 members 
Entering Unmasked Estep 
Score: -12182500.000000 Penalty: 3751.155762
	Iteration 5F: 3 clusters Score -1.21825e+07 nChanged 6714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78496 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -12190061.000000 Penalty: 3751.155762
	Iteration 6F: 3 clusters Score -1.219006e+07 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81159 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -12196428.000000 Penalty: 3751.155762
	Iteration 7F: 3 clusters Score -1.219643e+07 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81857 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -12200095.000000 Penalty: 3751.155762
	Iteration 8Q: 3 clusters Score -1.22001e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82114 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -12201743.000000 Penalty: 3751.155762
	Iteration 9Q: 3 clusters Score -1.220174e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82356 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -12202808.000000 Penalty: 3751.155762
	Iteration 10Q: 3 clusters Score -1.220281e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82623 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -12203462.000000 Penalty: 3751.155762
	Iteration 11Q: 3 clusters Score -1.220346e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82915 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -12204134.000000 Penalty: 3751.155762
	Iteration 12Q: 3 clusters Score -1.220413e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83089 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -12204652.000000 Penalty: 3751.155762
	Iteration 13Q: 3 clusters Score -1.220465e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83361 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -12204979.000000 Penalty: 3751.155762
	Iteration 14Q: 3 clusters Score -1.220498e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83759 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -12205186.000000 Penalty: 3751.155762
	Iteration 15Q: 3 clusters Score -1.220519e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84291 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -12205220.000000 Penalty: 3751.155762
	Iteration 16Q: 3 clusters Score -1.220522e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84832 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -12205331.000000 Penalty: 3751.155762
	Iteration 17Q: 3 clusters Score -1.220533e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85389 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -12205247.000000 Penalty: 3751.155762
	Iteration 18Q: 3 clusters Score -1.220525e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86081 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -12204956.000000 Penalty: 3751.155762
	Iteration 19Q: 3 clusters Score -1.220496e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86768 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -12205034.000000 Penalty: 3751.155762
	Iteration 20F: 3 clusters Score -1.220503e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87623 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -12204823.000000 Penalty: 3751.155762
	Iteration 21Q: 3 clusters Score -1.220482e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88679 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -12204642.000000 Penalty: 3751.155762
	Iteration 22Q: 3 clusters Score -1.220464e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89735 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -12204587.000000 Penalty: 3751.155762
	Iteration 23Q: 3 clusters Score -1.220459e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90508 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -12204909.000000 Penalty: 3751.155762
	Iteration 24Q: 3 clusters Score -1.220491e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91166 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -12205167.000000 Penalty: 3751.155762
	Iteration 25Q: 3 clusters Score -1.220517e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91703 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -12205207.000000 Penalty: 3751.155762
	Iteration 26Q: 3 clusters Score -1.220521e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92128 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -12205332.000000 Penalty: 3751.155762
	Iteration 27Q: 3 clusters Score -1.220533e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92579 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -12205437.000000 Penalty: 3751.155762
	Iteration 28Q: 3 clusters Score -1.220544e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92995 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -12205423.000000 Penalty: 3751.155762
	Iteration 29Q: 3 clusters Score -1.220542e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93273 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -12205454.000000 Penalty: 3751.155762
	Iteration 30Q: 3 clusters Score -1.220545e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93342 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -12205506.000000 Penalty: 3751.155762
	Iteration 31Q: 3 clusters Score -1.220551e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93523 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -12205500.000000 Penalty: 3751.155762
	Iteration 32Q: 3 clusters Score -1.22055e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93477 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -12205466.000000 Penalty: 3751.155762
	Iteration 33Q: 3 clusters Score -1.220547e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93578 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -12205485.000000 Penalty: 3751.155762
	Iteration 34Q: 3 clusters Score -1.220548e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93777 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -12205444.000000 Penalty: 3751.155762
	Iteration 35Q: 3 clusters Score -1.220544e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93971 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -12205513.000000 Penalty: 3751.155762
	Iteration 36Q: 3 clusters Score -1.220551e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93979 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -12205480.000000 Penalty: 3751.155762
	Iteration 37Q: 3 clusters Score -1.220548e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94059 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -12205474.000000 Penalty: 3751.155762
	Iteration 38Q: 3 clusters Score -1.220547e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94133 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -12205544.000000 Penalty: 3751.155762
	Iteration 39Q: 3 clusters Score -1.220554e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93966 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -12205501.000000 Penalty: 3751.155762
	Iteration 40F: 3 clusters Score -1.22055e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93867 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -12205499.000000 Penalty: 3751.155762
	Iteration 41Q: 3 clusters Score -1.22055e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93896 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -12205468.000000 Penalty: 3751.155762
	Iteration 42Q: 3 clusters Score -1.220547e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94065 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -12205522.000000 Penalty: 3751.155762
	Iteration 43Q: 3 clusters Score -1.220552e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93876 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -12205509.000000 Penalty: 3751.155762
	Iteration 44Q: 3 clusters Score -1.220551e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93942 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -12205488.000000 Penalty: 3751.155762
	Iteration 45Q: 3 clusters Score -1.220549e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94037 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -12205523.000000 Penalty: 3751.155762
	Iteration 46Q: 3 clusters Score -1.220552e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93998 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -12205518.000000 Penalty: 3751.155762
	Iteration 47Q: 3 clusters Score -1.220552e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93927 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -12205511.000000 Penalty: 3751.155762
	Iteration 48Q: 3 clusters Score -1.220551e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93924 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -12205498.000000 Penalty: 3751.155762
	Iteration 49Q: 3 clusters Score -1.22055e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93940 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -12205473.000000 Penalty: 3751.155762
	Iteration 50Q: 3 clusters Score -1.220547e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94064 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -12205513.000000 Penalty: 3751.155762
	Iteration 51Q: 3 clusters Score -1.220551e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94040 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -12205522.000000 Penalty: 3751.155762
	Iteration 52Q: 3 clusters Score -1.220552e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94031 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -12205531.000000 Penalty: 3751.155762
	Iteration 53Q: 3 clusters Score -1.220553e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94011 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -12205498.000000 Penalty: 3751.155762
	Iteration 54Q: 3 clusters Score -1.22055e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93984 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -12205509.000000 Penalty: 3751.155762
	Iteration 55Q: 3 clusters Score -1.220551e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93998 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -12205519.000000 Penalty: 3751.155762
	Iteration 56Q: 3 clusters Score -1.220552e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93999 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -12205485.000000 Penalty: 3751.155762
	Iteration 57Q: 3 clusters Score -1.220548e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94077 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -12205515.000000 Penalty: 3751.155762
	Iteration 58Q: 3 clusters Score -1.220552e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94075 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -12205500.000000 Penalty: 3751.155762
	Iteration 59Q: 3 clusters Score -1.22055e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94128 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -12205538.000000 Penalty: 3751.155762
	Iteration 60F: 3 clusters Score -1.220554e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94043 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -12205522.000000 Penalty: 3751.155762
	Iteration 61Q: 3 clusters Score -1.220552e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93976 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -12205512.000000 Penalty: 3751.155762
	Iteration 62Q: 3 clusters Score -1.220551e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93999 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -12205514.000000 Penalty: 3751.155762
	Iteration 63Q: 3 clusters Score -1.220551e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93904 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -12205487.000000 Penalty: 3751.155762
	Iteration 64Q: 3 clusters Score -1.220549e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94012 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -12205515.000000 Penalty: 3751.155762
	Iteration 65Q: 3 clusters Score -1.220552e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94005 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -12205475.000000 Penalty: 3751.155762
	Iteration 66Q: 3 clusters Score -1.220548e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94097 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -12205504.000000 Penalty: 3751.155762
	Iteration 67Q: 3 clusters Score -1.22055e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94101 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -12205519.000000 Penalty: 3751.155762
	Iteration 68Q: 3 clusters Score -1.220552e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94046 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -12205502.000000 Penalty: 3751.155762
	Iteration 69Q: 3 clusters Score -1.22055e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93845 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -12205509.000000 Penalty: 3751.155762
	Iteration 70Q: 3 clusters Score -1.220551e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93935 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -12205479.000000 Penalty: 3751.155762
	Iteration 71Q: 3 clusters Score -1.220548e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94032 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -12205529.000000 Penalty: 3751.155762
	Iteration 72Q: 3 clusters Score -1.220553e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94029 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -12205521.000000 Penalty: 3751.155762
	Iteration 73Q: 3 clusters Score -1.220552e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94047 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -12205515.000000 Penalty: 3751.155762
	Iteration 74Q: 3 clusters Score -1.220552e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94040 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -12205526.000000 Penalty: 3751.155762
	Iteration 75Q: 3 clusters Score -1.220553e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94041 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -12205507.000000 Penalty: 3751.155762
	Iteration 76Q: 3 clusters Score -1.220551e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94063 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -12205523.000000 Penalty: 3751.155762
	Iteration 77Q: 3 clusters Score -1.220552e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93936 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -12205509.000000 Penalty: 3751.155762
	Iteration 78Q: 3 clusters Score -1.220551e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93937 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -12205503.000000 Penalty: 3751.155762
	Iteration 79Q: 3 clusters Score -1.22055e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94015 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -12205515.000000 Penalty: 3751.155762
	Iteration 80F: 3 clusters Score -1.220552e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94010 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -12205513.000000 Penalty: 3751.155762
	Iteration 81Q: 3 clusters Score -1.220551e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94019 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -12205519.000000 Penalty: 3751.155762
	Iteration 82Q: 3 clusters Score -1.220552e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93989 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -12205543.000000 Penalty: 3751.155762
	Iteration 83Q: 3 clusters Score -1.220554e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93858 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -12205490.000000 Penalty: 3751.155762
	Iteration 84Q: 3 clusters Score -1.220549e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93939 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -12205498.000000 Penalty: 3751.155762
	Iteration 85Q: 3 clusters Score -1.22055e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93954 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -12205479.000000 Penalty: 3751.155762
	Iteration 86Q: 3 clusters Score -1.220548e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93968 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -12205503.000000 Penalty: 3751.155762
	Iteration 87Q: 3 clusters Score -1.22055e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93959 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -12205500.000000 Penalty: 3751.155762
	Iteration 88Q: 3 clusters Score -1.22055e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93956 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -12205495.000000 Penalty: 3751.155762
	Iteration 89Q: 3 clusters Score -1.22055e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94004 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -12205528.000000 Penalty: 3751.155762
	Iteration 90Q: 3 clusters Score -1.220553e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93956 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -12205507.000000 Penalty: 3751.155762
	Iteration 91Q: 3 clusters Score -1.220551e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93963 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -12205507.000000 Penalty: 3751.155762
	Iteration 92Q: 3 clusters Score -1.220551e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93963 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -12205507.000000 Penalty: 3751.155762
	Iteration 93F: 3 clusters Score -1.220551e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -11275.288086 Penalty: 868.129333
	Iteration 0F: 2 clusters Score -11275.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -10617.360352 Penalty: 1736.258667
	Iteration 0F: 3 clusters Score -10617.36 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -10769.641602 Penalty: 1736.258667
	Iteration 1F: 3 clusters Score -10769.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -10804.330078 Penalty: 1736.258667
	Iteration 2Q: 3 clusters Score -10804.33 nChanged 7
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: -10851.339844 Penalty: 1736.258667
	Iteration 3Q: 3 clusters Score -10851.34 nChanged 2
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: -10855.271484 Penalty: 1736.258667
	Iteration 4Q: 3 clusters Score -10855.27 nChanged 0
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: -10855.271484 Penalty: 1736.258667
	Iteration 5F: 3 clusters Score -10855.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -38353.027344 Penalty: 985.365051
	Iteration 0F: 2 clusters Score -38353.03 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 221 members 
Entering Unmasked Estep 
Score: -37361.757812 Penalty: 1970.730103
	Iteration 0F: 3 clusters Score -37361.76 nChanged 114
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: -37550.480469 Penalty: 1970.730103
	Iteration 1F: 3 clusters Score -37550.48 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -37612.765625 Penalty: 1970.730103
	Iteration 2F: 3 clusters Score -37612.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -37674.531250 Penalty: 1970.730103
	Iteration 3Q: 3 clusters Score -37674.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -37705.957031 Penalty: 1970.730103
	Iteration 4Q: 3 clusters Score -37705.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -37721.238281 Penalty: 1970.730103
	Iteration 5Q: 3 clusters Score -37721.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -37726.488281 Penalty: 1970.730103
	Iteration 6Q: 3 clusters Score -37726.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -37727.886719 Penalty: 1970.730103
	Iteration 7Q: 3 clusters Score -37727.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -37727.886719 Penalty: 1970.730103
	Iteration 8F: 3 clusters Score -37727.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (79027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79027 members 
Entering Unmasked Estep 
Score: -9409105.000000 Penalty: 1832.601074
	Iteration 0F: 2 clusters Score -9409105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 39717 members 
Entering Unmasked Estep 
Score: -9356291.000000 Penalty: 3665.202148
	Iteration 0F: 3 clusters Score -9356291 nChanged 37632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36234 members 
Mstep: Class 2 contains 42793 members 
Entering Unmasked Estep 
Score: -9378165.000000 Penalty: 3665.202148
	Iteration 1F: 3 clusters Score -9378165 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34134 members 
Mstep: Class 2 contains 44893 members 
Entering Unmasked Estep 
Score: -9379156.000000 Penalty: 3665.202148
	Iteration 2Q: 3 clusters Score -9379156 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30940 members 
Mstep: Class 2 contains 48087 members 
Entering Unmasked Estep 
Score: -9380681.000000 Penalty: 3665.202148
	Iteration 3Q: 3 clusters Score -9380681 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 52828 members 
Entering Unmasked Estep 
Score: -9383688.000000 Penalty: 3665.202148
	Iteration 4F: 3 clusters Score -9383688 nChanged 6395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 59101 members 
Entering Unmasked Estep 
Score: -9388624.000000 Penalty: 3665.202148
	Iteration 5F: 3 clusters Score -9388624 nChanged 7161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 66212 members 
Entering Unmasked Estep 
Score: -9395300.000000 Penalty: 3665.202148
	Iteration 6F: 3 clusters Score -9395300 nChanged 6174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 72366 members 
Entering Unmasked Estep 
Score: -9401398.000000 Penalty: 3665.202148
	Iteration 7F: 3 clusters Score -9401398 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 76190 members 
Entering Unmasked Estep 
Score: -9405048.000000 Penalty: 3665.202148
	Iteration 8Q: 3 clusters Score -9405048 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 77921 members 
Entering Unmasked Estep 
Score: -9406653.000000 Penalty: 3665.202148
	Iteration 9Q: 3 clusters Score -9406653 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 78535 members 
Entering Unmasked Estep 
Score: -9407180.000000 Penalty: 3665.202148
	Iteration 10Q: 3 clusters Score -9407180 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 78726 members 
Entering Unmasked Estep 
Score: -9407393.000000 Penalty: 3665.202148
	Iteration 11Q: 3 clusters Score -9407393 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 78773 members 
Entering Unmasked Estep 
Score: -9407453.000000 Penalty: 3665.202148
	Iteration 12Q: 3 clusters Score -9407453 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 78801 members 
Entering Unmasked Estep 
Score: -9407503.000000 Penalty: 3665.202148
	Iteration 13Q: 3 clusters Score -9407503 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 78814 members 
Entering Unmasked Estep 
Score: -9407538.000000 Penalty: 3665.202148
	Iteration 14Q: 3 clusters Score -9407538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 78824 members 
Entering Unmasked Estep 
Score: -9407544.000000 Penalty: 3665.202148
	Iteration 15Q: 3 clusters Score -9407544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 78827 members 
Entering Unmasked Estep 
Score: -9407553.000000 Penalty: 3665.202148
	Iteration 16Q: 3 clusters Score -9407553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 78830 members 
Entering Unmasked Estep 
Score: -9407567.000000 Penalty: 3665.202148
	Iteration 17Q: 3 clusters Score -9407567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 78832 members 
Entering Unmasked Estep 
Score: -9407575.000000 Penalty: 3665.202148
	Iteration 18Q: 3 clusters Score -9407575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 78831 members 
Entering Unmasked Estep 
Score: -9407573.000000 Penalty: 3665.202148
	Iteration 19Q: 3 clusters Score -9407573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 78832 members 
Entering Unmasked Estep 
Score: -9407579.000000 Penalty: 3665.202148
	Iteration 20F: 3 clusters Score -9407579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 78834 members 
Entering Unmasked Estep 
Score: -9407584.000000 Penalty: 3665.202148
	Iteration 21Q: 3 clusters Score -9407584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 78839 members 
Entering Unmasked Estep 
Score: -9407588.000000 Penalty: 3665.202148
	Iteration 22Q: 3 clusters Score -9407588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 78838 members 
Entering Unmasked Estep 
Score: -9407590.000000 Penalty: 3665.202148
	Iteration 23Q: 3 clusters Score -9407590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 78835 members 
Entering Unmasked Estep 
Score: -9407593.000000 Penalty: 3665.202148
	Iteration 24Q: 3 clusters Score -9407593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 78837 members 
Entering Unmasked Estep 
Score: -9407599.000000 Penalty: 3665.202148
	Iteration 25Q: 3 clusters Score -9407599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 78837 members 
Entering Unmasked Estep 
Score: -9407609.000000 Penalty: 3665.202148
	Iteration 26Q: 3 clusters Score -9407609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 78837 members 
Entering Unmasked Estep 
Score: -9407609.000000 Penalty: 3665.202148
	Iteration 27Q: 3 clusters Score -9407609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 78839 members 
Entering Unmasked Estep 
Score: -9407611.000000 Penalty: 3665.202148
	Iteration 28Q: 3 clusters Score -9407611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 78839 members 
Entering Unmasked Estep 
Score: -9407612.000000 Penalty: 3665.202148
	Iteration 29Q: 3 clusters Score -9407612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 78840 members 
Entering Unmasked Estep 
Score: -9407610.000000 Penalty: 3665.202148
	Iteration 30Q: 3 clusters Score -9407610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 78840 members 
Entering Unmasked Estep 
Score: -9407610.000000 Penalty: 3665.202148
	Iteration 31F: 3 clusters Score -9407610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (76689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76689 members 
Entering Unmasked Estep 
Score: -8687562.000000 Penalty: 1827.720947
	Iteration 0F: 2 clusters Score -8687562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38352 members 
Mstep: Class 2 contains 38337 members 
Entering Unmasked Estep 
Score: -8636112.000000 Penalty: 3655.441895
	Iteration 0F: 3 clusters Score -8636112 nChanged 36575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39213 members 
Mstep: Class 2 contains 37476 members 
Entering Unmasked Estep 
Score: -8657404.000000 Penalty: 3655.441895
	Iteration 1F: 3 clusters Score -8657404 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39701 members 
Mstep: Class 2 contains 36988 members 
Entering Unmasked Estep 
Score: -8658225.000000 Penalty: 3655.441895
	Iteration 2Q: 3 clusters Score -8658225 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40360 members 
Mstep: Class 2 contains 36329 members 
Entering Unmasked Estep 
Score: -8659266.000000 Penalty: 3655.441895
	Iteration 3Q: 3 clusters Score -8659266 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41255 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -8660648.000000 Penalty: 3655.441895
	Iteration 4Q: 3 clusters Score -8660648 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42331 members 
Mstep: Class 2 contains 34358 members 
Entering Unmasked Estep 
Score: -8662799.000000 Penalty: 3655.441895
	Iteration 5F: 3 clusters Score -8662799 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43337 members 
Mstep: Class 2 contains 33352 members 
Entering Unmasked Estep 
Score: -8666272.000000 Penalty: 3655.441895
	Iteration 6F: 3 clusters Score -8666272 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44124 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
Score: -8670990.000000 Penalty: 3655.441895
	Iteration 7F: 3 clusters Score -8670990 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44535 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -8674923.000000 Penalty: 3655.441895
	Iteration 8F: 3 clusters Score -8674923 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44842 members 
Mstep: Class 2 contains 31847 members 
Entering Unmasked Estep 
Score: -8676920.000000 Penalty: 3655.441895
	Iteration 9Q: 3 clusters Score -8676920 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45212 members 
Mstep: Class 2 contains 31477 members 
Entering Unmasked Estep 
Score: -8677638.000000 Penalty: 3655.441895
	Iteration 10Q: 3 clusters Score -8677638 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45621 members 
Mstep: Class 2 contains 31068 members 
Entering Unmasked Estep 
Score: -8678081.000000 Penalty: 3655.441895
	Iteration 11Q: 3 clusters Score -8678081 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46067 members 
Mstep: Class 2 contains 30622 members 
Entering Unmasked Estep 
Score: -8678487.000000 Penalty: 3655.441895
	Iteration 12Q: 3 clusters Score -8678487 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46495 members 
Mstep: Class 2 contains 30194 members 
Entering Unmasked Estep 
Score: -8678742.000000 Penalty: 3655.441895
	Iteration 13Q: 3 clusters Score -8678742 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46936 members 
Mstep: Class 2 contains 29753 members 
Entering Unmasked Estep 
Score: -8678975.000000 Penalty: 3655.441895
	Iteration 14Q: 3 clusters Score -8678975 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47394 members 
Mstep: Class 2 contains 29295 members 
Entering Unmasked Estep 
Score: -8679182.000000 Penalty: 3655.441895
	Iteration 15Q: 3 clusters Score -8679182 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47845 members 
Mstep: Class 2 contains 28844 members 
Entering Unmasked Estep 
Score: -8679381.000000 Penalty: 3655.441895
	Iteration 16Q: 3 clusters Score -8679381 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48268 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -8679540.000000 Penalty: 3655.441895
	Iteration 17Q: 3 clusters Score -8679540 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48693 members 
Mstep: Class 2 contains 27996 members 
Entering Unmasked Estep 
Score: -8679631.000000 Penalty: 3655.441895
	Iteration 18Q: 3 clusters Score -8679631 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49145 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -8679754.000000 Penalty: 3655.441895
	Iteration 19Q: 3 clusters Score -8679754 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49529 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -8679847.000000 Penalty: 3655.441895
	Iteration 20F: 3 clusters Score -8679847 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49884 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 50240 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 50608 members 
Mstep: Class 2 contains 26081 members 
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Mstep: Class 1 contains 50939 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 51259 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 51599 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 51950 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 52303 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 52646 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 53008 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 53377 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 53753 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 54170 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 54613 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 55067 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 55576 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 56094 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 56653 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 57261 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 57904 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 58572 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 59215 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 59857 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 60542 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 61256 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 61921 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 14094 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 63823 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Score: -8686000.000000 Penalty: 3655.441895
	Iteration 113Q: 3 clusters Score -8686000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75306 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -8686005.000000 Penalty: 3655.441895
	Iteration 114Q: 3 clusters Score -8686005 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75317 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -8686005.000000 Penalty: 3655.441895
	Iteration 115Q: 3 clusters Score -8686005 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75329 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -8686010.000000 Penalty: 3655.441895
	Iteration 116Q: 3 clusters Score -8686010 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75344 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -8686010.000000 Penalty: 3655.441895
	Iteration 117Q: 3 clusters Score -8686010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75357 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -8686014.000000 Penalty: 3655.441895
	Iteration 118Q: 3 clusters Score -8686014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75367 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -8686020.000000 Penalty: 3655.441895
	Iteration 119Q: 3 clusters Score -8686020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75375 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -8686017.000000 Penalty: 3655.441895
	Iteration 120F: 3 clusters Score -8686017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75389 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -8686020.000000 Penalty: 3655.441895
	Iteration 121Q: 3 clusters Score -8686020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75395 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -8686020.000000 Penalty: 3655.441895
	Iteration 122Q: 3 clusters Score -8686020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75401 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -8686017.000000 Penalty: 3655.441895
	Iteration 123Q: 3 clusters Score -8686017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75407 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -8686022.000000 Penalty: 3655.441895
	Iteration 124Q: 3 clusters Score -8686022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75409 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -8686023.000000 Penalty: 3655.441895
	Iteration 125Q: 3 clusters Score -8686023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75413 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -8686029.000000 Penalty: 3655.441895
	Iteration 126Q: 3 clusters Score -8686029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75418 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -8686022.000000 Penalty: 3655.441895
	Iteration 127Q: 3 clusters Score -8686022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75420 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -8686022.000000 Penalty: 3655.441895
	Iteration 128Q: 3 clusters Score -8686022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75424 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -8686031.000000 Penalty: 3655.441895
	Iteration 129Q: 3 clusters Score -8686031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75429 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -8686032.000000 Penalty: 3655.441895
	Iteration 130Q: 3 clusters Score -8686032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75434 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -8686034.000000 Penalty: 3655.441895
	Iteration 131Q: 3 clusters Score -8686034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75439 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -8686032.000000 Penalty: 3655.441895
	Iteration 132Q: 3 clusters Score -8686032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75443 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -8686031.000000 Penalty: 3655.441895
	Iteration 133Q: 3 clusters Score -8686031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75449 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -8686030.000000 Penalty: 3655.441895
	Iteration 134Q: 3 clusters Score -8686030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75455 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -8686028.000000 Penalty: 3655.441895
	Iteration 135Q: 3 clusters Score -8686028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75464 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -8686027.000000 Penalty: 3655.441895
	Iteration 136Q: 3 clusters Score -8686027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75472 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -8686025.000000 Penalty: 3655.441895
	Iteration 137Q: 3 clusters Score -8686025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75480 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -8686030.000000 Penalty: 3655.441895
	Iteration 138Q: 3 clusters Score -8686030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75493 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -8686037.000000 Penalty: 3655.441895
	Iteration 139Q: 3 clusters Score -8686037 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75512 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -8686036.000000 Penalty: 3655.441895
	Iteration 140F: 3 clusters Score -8686036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75519 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -8686039.000000 Penalty: 3655.441895
	Iteration 141Q: 3 clusters Score -8686039 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75531 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -8686045.000000 Penalty: 3655.441895
	Iteration 142Q: 3 clusters Score -8686045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75537 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -8686049.000000 Penalty: 3655.441895
	Iteration 143Q: 3 clusters Score -8686049 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75550 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -8686061.000000 Penalty: 3655.441895
	Iteration 144Q: 3 clusters Score -8686061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75552 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -8686060.000000 Penalty: 3655.441895
	Iteration 145Q: 3 clusters Score -8686060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75555 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -8686067.000000 Penalty: 3655.441895
	Iteration 146Q: 3 clusters Score -8686067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75559 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -8686059.000000 Penalty: 3655.441895
	Iteration 147Q: 3 clusters Score -8686059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75563 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -8686051.000000 Penalty: 3655.441895
	Iteration 148Q: 3 clusters Score -8686051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75563 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -8686051.000000 Penalty: 3655.441895
	Iteration 149F: 3 clusters Score -8686051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Entering Unmasked Estep 
Score: -696410.437500 Penalty: 1411.736694
	Iteration 0F: 2 clusters Score -696410.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -691852.625000 Penalty: 2823.473389
	Iteration 0F: 3 clusters Score -691852.6 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -693141.562500 Penalty: 2823.473389
	Iteration 1F: 3 clusters Score -693141.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -693366.687500 Penalty: 2823.473389
	Iteration 2F: 3 clusters Score -693366.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -693554.937500 Penalty: 2823.473389
	Iteration 3F: 3 clusters Score -693554.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -693729.562500 Penalty: 2823.473389
	Iteration 4Q: 3 clusters Score -693729.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -693934.187500 Penalty: 2823.473389
	Iteration 5Q: 3 clusters Score -693934.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -694137.875000 Penalty: 2823.473389
	Iteration 6Q: 3 clusters Score -694137.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -694375.812500 Penalty: 2823.473389
	Iteration 7F: 3 clusters Score -694375.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -694661.937500 Penalty: 2823.473389
	Iteration 8F: 3 clusters Score -694661.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -694955.062500 Penalty: 2823.473389
	Iteration 9F: 3 clusters Score -694955.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -695225.125000 Penalty: 2823.473389
	Iteration 10F: 3 clusters Score -695225.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -695414.437500 Penalty: 2823.473389
	Iteration 11Q: 3 clusters Score -695414.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -695522.437500 Penalty: 2823.473389
	Iteration 12Q: 3 clusters Score -695522.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -695577.625000 Penalty: 2823.473389
	Iteration 13Q: 3 clusters Score -695577.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -695607.000000 Penalty: 2823.473389
	Iteration 14Q: 3 clusters Score -695607 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -695620.875000 Penalty: 2823.473389
	Iteration 15Q: 3 clusters Score -695620.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -695629.750000 Penalty: 2823.473389
	Iteration 16Q: 3 clusters Score -695629.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -695637.000000 Penalty: 2823.473389
	Iteration 17Q: 3 clusters Score -695637 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -695639.187500 Penalty: 2823.473389
	Iteration 18Q: 3 clusters Score -695639.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -695640.875000 Penalty: 2823.473389
	Iteration 19Q: 3 clusters Score -695640.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -695640.562500 Penalty: 2823.473389
	Iteration 20F: 3 clusters Score -695640.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -695640.937500 Penalty: 2823.473389
	Iteration 21Q: 3 clusters Score -695640.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -695640.000000 Penalty: 2823.473389
	Iteration 22Q: 3 clusters Score -695640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -695640.500000 Penalty: 2823.473389
	Iteration 23Q: 3 clusters Score -695640.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -695640.375000 Penalty: 2823.473389
	Iteration 24Q: 3 clusters Score -695640.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -695641.437500 Penalty: 2823.473389
	Iteration 25Q: 3 clusters Score -695641.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -695641.437500 Penalty: 2823.473389
	Iteration 26F: 3 clusters Score -695641.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (16929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Entering Unmasked Estep 
Score: -2039059.250000 Penalty: 1582.227295
	Iteration 0F: 2 clusters Score -2039059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -2028664.500000 Penalty: 3164.454590
	Iteration 0F: 3 clusters Score -2028664 nChanged 7640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -2032785.250000 Penalty: 3164.454590
	Iteration 1F: 3 clusters Score -2032785 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -2033024.875000 Penalty: 3164.454590
	Iteration 2Q: 3 clusters Score -2033025 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -2033205.750000 Penalty: 3164.454590
	Iteration 3Q: 3 clusters Score -2033206 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -2033384.000000 Penalty: 3164.454590
	Iteration 4Q: 3 clusters Score -2033384 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -2033540.750000 Penalty: 3164.454590
	Iteration 5Q: 3 clusters Score -2033541 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -2033704.625000 Penalty: 3164.454590
	Iteration 6Q: 3 clusters Score -2033705 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -2033845.750000 Penalty: 3164.454590
	Iteration 7Q: 3 clusters Score -2033846 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -2034115.000000 Penalty: 3164.454590
	Iteration 8F: 3 clusters Score -2034115 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -2034592.750000 Penalty: 3164.454590
	Iteration 9F: 3 clusters Score -2034593 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -2035271.250000 Penalty: 3164.454590
	Iteration 10F: 3 clusters Score -2035271 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -2036263.875000 Penalty: 3164.454590
	Iteration 11F: 3 clusters Score -2036264 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -2036643.750000 Penalty: 3164.454590
	Iteration 12F: 3 clusters Score -2036644 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -2036877.250000 Penalty: 3164.454590
	Iteration 13Q: 3 clusters Score -2036877 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -2036946.000000 Penalty: 3164.454590
	Iteration 14Q: 3 clusters Score -2036946 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -2036958.750000 Penalty: 3164.454590
	Iteration 15Q: 3 clusters Score -2036959 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -2036965.625000 Penalty: 3164.454590
	Iteration 16Q: 3 clusters Score -2036966 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -2036879.125000 Penalty: 3164.454590
	Iteration 17Q: 3 clusters Score -2036879 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -2036911.875000 Penalty: 3164.454590
	Iteration 18Q: 3 clusters Score -2036912 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -2036854.000000 Penalty: 3164.454590
	Iteration 19Q: 3 clusters Score -2036854 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -2036854.875000 Penalty: 3164.454590
	Iteration 20F: 3 clusters Score -2036855 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -2036816.625000 Penalty: 3164.454590
	Iteration 21Q: 3 clusters Score -2036817 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -2036830.125000 Penalty: 3164.454590
	Iteration 22Q: 3 clusters Score -2036830 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -2036863.375000 Penalty: 3164.454590
	Iteration 23Q: 3 clusters Score -2036863 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -2036855.500000 Penalty: 3164.454590
	Iteration 24Q: 3 clusters Score -2036856 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -2036823.875000 Penalty: 3164.454590
	Iteration 25Q: 3 clusters Score -2036824 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -2036878.875000 Penalty: 3164.454590
	Iteration 26Q: 3 clusters Score -2036879 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -2036809.375000 Penalty: 3164.454590
	Iteration 27Q: 3 clusters Score -2036809 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -2036821.125000 Penalty: 3164.454590
	Iteration 28Q: 3 clusters Score -2036821 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -2036794.625000 Penalty: 3164.454590
	Iteration 29Q: 3 clusters Score -2036795 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -2036788.375000 Penalty: 3164.454590
	Iteration 30Q: 3 clusters Score -2036788 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -2036785.000000 Penalty: 3164.454590
	Iteration 31Q: 3 clusters Score -2036785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -2036785.375000 Penalty: 3164.454590
	Iteration 32Q: 3 clusters Score -2036785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -2036745.500000 Penalty: 3164.454590
	Iteration 33Q: 3 clusters Score -2036746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -2036797.375000 Penalty: 3164.454590
	Iteration 34Q: 3 clusters Score -2036797 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -2036675.625000 Penalty: 3164.454590
	Iteration 35Q: 3 clusters Score -2036676 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -2036632.125000 Penalty: 3164.454590
	Iteration 36Q: 3 clusters Score -2036632 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -2036775.625000 Penalty: 3164.454590
	Iteration 37Q: 3 clusters Score -2036776 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -2036801.000000 Penalty: 3164.454590
	Iteration 38Q: 3 clusters Score -2036801 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -2036799.000000 Penalty: 3164.454590
	Iteration 39Q: 3 clusters Score -2036799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -2036782.250000 Penalty: 3164.454590
	Iteration 40F: 3 clusters Score -2036782 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -2036637.875000 Penalty: 3164.454590
	Iteration 41Q: 3 clusters Score -2036638 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -2036730.250000 Penalty: 3164.454590
	Iteration 42Q: 3 clusters Score -2036730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -2036756.000000 Penalty: 3164.454590
	Iteration 43Q: 3 clusters Score -2036756 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -2036677.500000 Penalty: 3164.454590
	Iteration 44Q: 3 clusters Score -2036678 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -2036627.000000 Penalty: 3164.454590
	Iteration 45Q: 3 clusters Score -2036627 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -2036653.000000 Penalty: 3164.454590
	Iteration 46Q: 3 clusters Score -2036653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -2036659.625000 Penalty: 3164.454590
	Iteration 47Q: 3 clusters Score -2036660 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -2036655.125000 Penalty: 3164.454590
	Iteration 48Q: 3 clusters Score -2036655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -2036659.750000 Penalty: 3164.454590
	Iteration 49Q: 3 clusters Score -2036660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -2036683.000000 Penalty: 3164.454590
	Iteration 50Q: 3 clusters Score -2036683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -2036665.500000 Penalty: 3164.454590
	Iteration 51Q: 3 clusters Score -2036666 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -2036704.000000 Penalty: 3164.454590
	Iteration 52Q: 3 clusters Score -2036704 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -2036687.250000 Penalty: 3164.454590
	Iteration 53Q: 3 clusters Score -2036687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -2036686.750000 Penalty: 3164.454590
	Iteration 54Q: 3 clusters Score -2036687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -2036699.000000 Penalty: 3164.454590
	Iteration 55Q: 3 clusters Score -2036699 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -2036659.875000 Penalty: 3164.454590
	Iteration 56Q: 3 clusters Score -2036660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -2036603.625000 Penalty: 3164.454590
	Iteration 57Q: 3 clusters Score -2036604 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -2036712.500000 Penalty: 3164.454590
	Iteration 58Q: 3 clusters Score -2036712 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -2036731.375000 Penalty: 3164.454590
	Iteration 59Q: 3 clusters Score -2036731 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -2036658.000000 Penalty: 3164.454590
	Iteration 60F: 3 clusters Score -2036658 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -2036664.750000 Penalty: 3164.454590
	Iteration 61Q: 3 clusters Score -2036665 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -2036591.250000 Penalty: 3164.454590
	Iteration 62Q: 3 clusters Score -2036591 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -2036676.875000 Penalty: 3164.454590
	Iteration 63Q: 3 clusters Score -2036677 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -2036618.375000 Penalty: 3164.454590
	Iteration 64Q: 3 clusters Score -2036618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -2036621.000000 Penalty: 3164.454590
	Iteration 65Q: 3 clusters Score -2036621 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -2036659.625000 Penalty: 3164.454590
	Iteration 66Q: 3 clusters Score -2036660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -2036638.625000 Penalty: 3164.454590
	Iteration 67Q: 3 clusters Score -2036639 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -2036677.500000 Penalty: 3164.454590
	Iteration 68Q: 3 clusters Score -2036678 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -2036643.375000 Penalty: 3164.454590
	Iteration 69Q: 3 clusters Score -2036643 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -2036660.125000 Penalty: 3164.454590
	Iteration 70Q: 3 clusters Score -2036660 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -2036695.875000 Penalty: 3164.454590
	Iteration 71Q: 3 clusters Score -2036696 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -2036654.500000 Penalty: 3164.454590
	Iteration 72Q: 3 clusters Score -2036654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -2036624.500000 Penalty: 3164.454590
	Iteration 73Q: 3 clusters Score -2036624 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -2036684.375000 Penalty: 3164.454590
	Iteration 74Q: 3 clusters Score -2036684 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -2036657.250000 Penalty: 3164.454590
	Iteration 75Q: 3 clusters Score -2036657 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -2036672.625000 Penalty: 3164.454590
	Iteration 76Q: 3 clusters Score -2036673 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -2036664.625000 Penalty: 3164.454590
	Iteration 77Q: 3 clusters Score -2036665 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -2036674.500000 Penalty: 3164.454590
	Iteration 78Q: 3 clusters Score -2036674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -2036717.375000 Penalty: 3164.454590
	Iteration 79Q: 3 clusters Score -2036717 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -2036646.125000 Penalty: 3164.454590
	Iteration 80F: 3 clusters Score -2036646 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -2036691.750000 Penalty: 3164.454590
	Iteration 81Q: 3 clusters Score -2036692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -2036673.000000 Penalty: 3164.454590
	Iteration 82Q: 3 clusters Score -2036673 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -2036652.125000 Penalty: 3164.454590
	Iteration 83Q: 3 clusters Score -2036652 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -2036657.750000 Penalty: 3164.454590
	Iteration 84Q: 3 clusters Score -2036658 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -2036625.000000 Penalty: 3164.454590
	Iteration 85Q: 3 clusters Score -2036625 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -2036764.375000 Penalty: 3164.454590
	Iteration 86Q: 3 clusters Score -2036764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -2036743.625000 Penalty: 3164.454590
	Iteration 87Q: 3 clusters Score -2036744 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -2036727.375000 Penalty: 3164.454590
	Iteration 88Q: 3 clusters Score -2036727 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -2036648.375000 Penalty: 3164.454590
	Iteration 89Q: 3 clusters Score -2036648 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -2036723.375000 Penalty: 3164.454590
	Iteration 90Q: 3 clusters Score -2036723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -2036703.250000 Penalty: 3164.454590
	Iteration 91Q: 3 clusters Score -2036703 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -2036618.500000 Penalty: 3164.454590
	Iteration 92Q: 3 clusters Score -2036618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -2036638.125000 Penalty: 3164.454590
	Iteration 93Q: 3 clusters Score -2036638 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -2036663.625000 Penalty: 3164.454590
	Iteration 94Q: 3 clusters Score -2036664 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -2036643.625000 Penalty: 3164.454590
	Iteration 95Q: 3 clusters Score -2036644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -2036643.625000 Penalty: 3164.454590
	Iteration 96F: 3 clusters Score -2036644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Entering Unmasked Estep 
Score: -27784.828125 Penalty: 960.504456
	Iteration 0F: 2 clusters Score -27784.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -26853.037109 Penalty: 1921.008911
	Iteration 0F: 3 clusters Score -26853.04 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -27116.375000 Penalty: 1921.008911
	Iteration 1F: 3 clusters Score -27116.38 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -27213.435547 Penalty: 1921.008911
	Iteration 2F: 3 clusters Score -27213.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -27257.748047 Penalty: 1921.008911
	Iteration 3Q: 3 clusters Score -27257.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -27284.833984 Penalty: 1921.008911
	Iteration 4Q: 3 clusters Score -27284.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27299.718750 Penalty: 1921.008911
	Iteration 5Q: 3 clusters Score -27299.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -27307.468750 Penalty: 1921.008911
	Iteration 6Q: 3 clusters Score -27307.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -27319.068359 Penalty: 1921.008911
	Iteration 7Q: 3 clusters Score -27319.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -27319.068359 Penalty: 1921.008911
	Iteration 8F: 3 clusters Score -27319.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Entering Unmasked Estep 
Score: -412417.312500 Penalty: 1340.343384
	Iteration 0F: 2 clusters Score -412417.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -409217.593750 Penalty: 2680.686768
	Iteration 0F: 3 clusters Score -409217.6 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -409940.375000 Penalty: 2680.686768
	Iteration 1F: 3 clusters Score -409940.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -410116.812500 Penalty: 2680.686768
	Iteration 2F: 3 clusters Score -410116.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -410235.093750 Penalty: 2680.686768
	Iteration 3F: 3 clusters Score -410235.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -410324.718750 Penalty: 2680.686768
	Iteration 4Q: 3 clusters Score -410324.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -410385.968750 Penalty: 2680.686768
	Iteration 5Q: 3 clusters Score -410386 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -410431.531250 Penalty: 2680.686768
	Iteration 6Q: 3 clusters Score -410431.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -410480.031250 Penalty: 2680.686768
	Iteration 7Q: 3 clusters Score -410480 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -410531.687500 Penalty: 2680.686768
	Iteration 8Q: 3 clusters Score -410531.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -410585.125000 Penalty: 2680.686768
	Iteration 9Q: 3 clusters Score -410585.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -410631.812500 Penalty: 2680.686768
	Iteration 10Q: 3 clusters Score -410631.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -410679.656250 Penalty: 2680.686768
	Iteration 11Q: 3 clusters Score -410679.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -410727.343750 Penalty: 2680.686768
	Iteration 12Q: 3 clusters Score -410727.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -410771.156250 Penalty: 2680.686768
	Iteration 13Q: 3 clusters Score -410771.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -410812.468750 Penalty: 2680.686768
	Iteration 14Q: 3 clusters Score -410812.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -410852.468750 Penalty: 2680.686768
	Iteration 15Q: 3 clusters Score -410852.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -410889.937500 Penalty: 2680.686768
	Iteration 16Q: 3 clusters Score -410889.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -410939.281250 Penalty: 2680.686768
	Iteration 17Q: 3 clusters Score -410939.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -410981.312500 Penalty: 2680.686768
	Iteration 18Q: 3 clusters Score -410981.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -411018.968750 Penalty: 2680.686768
	Iteration 19Q: 3 clusters Score -411019 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -411055.031250 Penalty: 2680.686768
	Iteration 20F: 3 clusters Score -411055 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -411084.125000 Penalty: 2680.686768
	Iteration 21Q: 3 clusters Score -411084.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -411109.218750 Penalty: 2680.686768
	Iteration 22Q: 3 clusters Score -411109.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -411147.156250 Penalty: 2680.686768
	Iteration 23Q: 3 clusters Score -411147.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -411175.625000 Penalty: 2680.686768
	Iteration 24Q: 3 clusters Score -411175.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -411195.062500 Penalty: 2680.686768
	Iteration 25Q: 3 clusters Score -411195.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -411213.812500 Penalty: 2680.686768
	Iteration 26Q: 3 clusters Score -411213.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -411225.093750 Penalty: 2680.686768
	Iteration 27Q: 3 clusters Score -411225.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -411231.906250 Penalty: 2680.686768
	Iteration 28Q: 3 clusters Score -411231.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -411236.218750 Penalty: 2680.686768
	Iteration 29Q: 3 clusters Score -411236.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -411238.718750 Penalty: 2680.686768
	Iteration 30Q: 3 clusters Score -411238.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -411240.562500 Penalty: 2680.686768
	Iteration 31Q: 3 clusters Score -411240.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -411242.250000 Penalty: 2680.686768
	Iteration 32Q: 3 clusters Score -411242.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -411244.687500 Penalty: 2680.686768
	Iteration 33Q: 3 clusters Score -411244.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -411247.937500 Penalty: 2680.686768
	Iteration 34Q: 3 clusters Score -411247.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -411248.843750 Penalty: 2680.686768
	Iteration 35Q: 3 clusters Score -411248.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -411248.843750 Penalty: 2680.686768
	Iteration 36F: 3 clusters Score -411248.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Entering Unmasked Estep 
Score: -112158.507812 Penalty: 1146.488281
	Iteration 0F: 2 clusters Score -112158.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -110607.937500 Penalty: 2292.976562
	Iteration 0F: 3 clusters Score -110607.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -110938.101562 Penalty: 2292.976562
	Iteration 1F: 3 clusters Score -110938.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -111052.289062 Penalty: 2292.976562
	Iteration 2F: 3 clusters Score -111052.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -111114.062500 Penalty: 2292.976562
	Iteration 3F: 3 clusters Score -111114.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -111142.421875 Penalty: 2292.976562
	Iteration 4Q: 3 clusters Score -111142.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -111164.945312 Penalty: 2292.976562
	Iteration 5Q: 3 clusters Score -111164.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -111184.007812 Penalty: 2292.976562
	Iteration 6Q: 3 clusters Score -111184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -111209.781250 Penalty: 2292.976562
	Iteration 7Q: 3 clusters Score -111209.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -111240.156250 Penalty: 2292.976562
	Iteration 8Q: 3 clusters Score -111240.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -111269.460938 Penalty: 2292.976562
	Iteration 9Q: 3 clusters Score -111269.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -111304.820312 Penalty: 2292.976562
	Iteration 10Q: 3 clusters Score -111304.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -111349.046875 Penalty: 2292.976562
	Iteration 11Q: 3 clusters Score -111349 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -111392.023438 Penalty: 2292.976562
	Iteration 12Q: 3 clusters Score -111392 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -111422.968750 Penalty: 2292.976562
	Iteration 13Q: 3 clusters Score -111423 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -111443.601562 Penalty: 2292.976562
	Iteration 14Q: 3 clusters Score -111443.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -111450.007812 Penalty: 2292.976562
	Iteration 15Q: 3 clusters Score -111450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -111454.789062 Penalty: 2292.976562
	Iteration 16Q: 3 clusters Score -111454.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -111456.414062 Penalty: 2292.976562
	Iteration 17Q: 3 clusters Score -111456.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -111457.382812 Penalty: 2292.976562
	Iteration 18Q: 3 clusters Score -111457.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -111459.031250 Penalty: 2292.976562
	Iteration 19Q: 3 clusters Score -111459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -111459.031250 Penalty: 2292.976562
	Iteration 20F: 3 clusters Score -111459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (28223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28223 members 
Entering Unmasked Estep 
Score: -3277305.000000 Penalty: 1665.282471
	Iteration 0F: 2 clusters Score -3277305 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 14175 members 
Entering Unmasked Estep 
Score: -3258255.250000 Penalty: 3330.564941
	Iteration 0F: 3 clusters Score -3258255 nChanged 12923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -3265462.000000 Penalty: 3330.564941
	Iteration 1F: 3 clusters Score -3265462 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -3265840.750000 Penalty: 3330.564941
	Iteration 2Q: 3 clusters Score -3265841 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -3266210.000000 Penalty: 3330.564941
	Iteration 3Q: 3 clusters Score -3266210 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -3266636.000000 Penalty: 3330.564941
	Iteration 4Q: 3 clusters Score -3266636 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -3267236.500000 Penalty: 3330.564941
	Iteration 5Q: 3 clusters Score -3267236 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -3268160.500000 Penalty: 3330.564941
	Iteration 6F: 3 clusters Score -3268160 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -3269429.500000 Penalty: 3330.564941
	Iteration 7F: 3 clusters Score -3269430 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -3270911.500000 Penalty: 3330.564941
	Iteration 8F: 3 clusters Score -3270912 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -3272307.750000 Penalty: 3330.564941
	Iteration 9F: 3 clusters Score -3272308 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -3273466.000000 Penalty: 3330.564941
	Iteration 10Q: 3 clusters Score -3273466 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -3274268.250000 Penalty: 3330.564941
	Iteration 11Q: 3 clusters Score -3274268 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -3274760.750000 Penalty: 3330.564941
	Iteration 12Q: 3 clusters Score -3274761 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -3275083.750000 Penalty: 3330.564941
	Iteration 13Q: 3 clusters Score -3275084 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -3275292.750000 Penalty: 3330.564941
	Iteration 14Q: 3 clusters Score -3275293 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -3275429.250000 Penalty: 3330.564941
	Iteration 15Q: 3 clusters Score -3275429 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -3275521.000000 Penalty: 3330.564941
	Iteration 16Q: 3 clusters Score -3275521 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -3275597.000000 Penalty: 3330.564941
	Iteration 17Q: 3 clusters Score -3275597 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -3275644.500000 Penalty: 3330.564941
	Iteration 18Q: 3 clusters Score -3275644 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -3275697.500000 Penalty: 3330.564941
	Iteration 19Q: 3 clusters Score -3275698 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -3275734.750000 Penalty: 3330.564941
	Iteration 20F: 3 clusters Score -3275735 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -3275761.500000 Penalty: 3330.564941
	Iteration 21Q: 3 clusters Score -3275762 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 27363 members 
Entering Unmasked Estep 
Score: -3275779.500000 Penalty: 3330.564941
	Iteration 22Q: 3 clusters Score -3275780 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
Score: -3275791.000000 Penalty: 3330.564941
	Iteration 23Q: 3 clusters Score -3275791 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -3275805.500000 Penalty: 3330.564941
	Iteration 24Q: 3 clusters Score -3275806 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -3275822.500000 Penalty: 3330.564941
	Iteration 25Q: 3 clusters Score -3275822 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 27484 members 
Entering Unmasked Estep 
Score: -3275837.250000 Penalty: 3330.564941
	Iteration 26Q: 3 clusters Score -3275837 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -3275846.250000 Penalty: 3330.564941
	Iteration 27Q: 3 clusters Score -3275846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 27522 members 
Entering Unmasked Estep 
Score: -3275859.500000 Penalty: 3330.564941
	Iteration 28Q: 3 clusters Score -3275860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -3275865.250000 Penalty: 3330.564941
	Iteration 29Q: 3 clusters Score -3275865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -3275877.000000 Penalty: 3330.564941
	Iteration 30Q: 3 clusters Score -3275877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -3275880.000000 Penalty: 3330.564941
	Iteration 31Q: 3 clusters Score -3275880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -3275880.500000 Penalty: 3330.564941
	Iteration 32Q: 3 clusters Score -3275880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -3275880.750000 Penalty: 3330.564941
	Iteration 33Q: 3 clusters Score -3275881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -3275885.750000 Penalty: 3330.564941
	Iteration 34Q: 3 clusters Score -3275886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -3275883.500000 Penalty: 3330.564941
	Iteration 35Q: 3 clusters Score -3275884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
Score: -3275885.500000 Penalty: 3330.564941
	Iteration 36Q: 3 clusters Score -3275886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -3275885.500000 Penalty: 3330.564941
	Iteration 37Q: 3 clusters Score -3275886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -3275885.250000 Penalty: 3330.564941
	Iteration 38Q: 3 clusters Score -3275885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -3275887.500000 Penalty: 3330.564941
	Iteration 39Q: 3 clusters Score -3275888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -3275887.500000 Penalty: 3330.564941
	Iteration 40F: 3 clusters Score -3275888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (107935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107935 members 
Entering Unmasked Estep 
Score: -12818259.000000 Penalty: 1883.258789
	Iteration 0F: 2 clusters Score -1.281826e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53887 members 
Mstep: Class 2 contains 54048 members 
Entering Unmasked Estep 
Score: -12749376.000000 Penalty: 3766.517578
	Iteration 0F: 3 clusters Score -1.274938e+07 nChanged 51751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52094 members 
Mstep: Class 2 contains 55841 members 
Entering Unmasked Estep 
Score: -12779194.000000 Penalty: 3766.517578
	Iteration 1F: 3 clusters Score -1.277919e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51125 members 
Mstep: Class 2 contains 56810 members 
Entering Unmasked Estep 
Score: -12779767.000000 Penalty: 3766.517578
	Iteration 2Q: 3 clusters Score -1.277977e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49672 members 
Mstep: Class 2 contains 58263 members 
Entering Unmasked Estep 
Score: -12780344.000000 Penalty: 3766.517578
	Iteration 3Q: 3 clusters Score -1.278034e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47473 members 
Mstep: Class 2 contains 60462 members 
Entering Unmasked Estep 
Score: -12781018.000000 Penalty: 3766.517578
	Iteration 4Q: 3 clusters Score -1.278102e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44193 members 
Mstep: Class 2 contains 63742 members 
Entering Unmasked Estep 
Score: -12782198.000000 Penalty: 3766.517578
	Iteration 5Q: 3 clusters Score -1.27822e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 68460 members 
Entering Unmasked Estep 
Score: -12784371.000000 Penalty: 3766.517578
	Iteration 6Q: 3 clusters Score -1.278437e+07 nChanged 6746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32853 members 
Mstep: Class 2 contains 75082 members 
Entering Unmasked Estep 
Score: -12788504.000000 Penalty: 3766.517578
	Iteration 7F: 3 clusters Score -1.27885e+07 nChanged 8804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 83836 members 
Entering Unmasked Estep 
Score: -12795262.000000 Penalty: 3766.517578
	Iteration 8F: 3 clusters Score -1.279526e+07 nChanged 9661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 93473 members 
Entering Unmasked Estep 
Score: -12803991.000000 Penalty: 3766.517578
	Iteration 9F: 3 clusters Score -1.280399e+07 nChanged 7883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 101354 members 
Entering Unmasked Estep 
Score: -12810964.000000 Penalty: 3766.517578
	Iteration 10F: 3 clusters Score -1.281096e+07 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 105510 members 
Entering Unmasked Estep 
Score: -12814514.000000 Penalty: 3766.517578
	Iteration 11Q: 3 clusters Score -1.281451e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 107061 members 
Entering Unmasked Estep 
Score: -12815869.000000 Penalty: 3766.517578
	Iteration 12Q: 3 clusters Score -1.281587e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 107550 members 
Entering Unmasked Estep 
Score: -12816273.000000 Penalty: 3766.517578
	Iteration 13Q: 3 clusters Score -1.281627e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 107674 members 
Entering Unmasked Estep 
Score: -12816427.000000 Penalty: 3766.517578
	Iteration 14Q: 3 clusters Score -1.281643e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 107718 members 
Entering Unmasked Estep 
Score: -12816513.000000 Penalty: 3766.517578
	Iteration 15Q: 3 clusters Score -1.281651e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 107739 members 
Entering Unmasked Estep 
Score: -12816539.000000 Penalty: 3766.517578
	Iteration 16Q: 3 clusters Score -1.281654e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 107748 members 
Entering Unmasked Estep 
Score: -12816558.000000 Penalty: 3766.517578
	Iteration 17Q: 3 clusters Score -1.281656e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 107752 members 
Entering Unmasked Estep 
Score: -12816579.000000 Penalty: 3766.517578
	Iteration 18Q: 3 clusters Score -1.281658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 107753 members 
Entering Unmasked Estep 
Score: -12816567.000000 Penalty: 3766.517578
	Iteration 19Q: 3 clusters Score -1.281657e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 107755 members 
Entering Unmasked Estep 
Score: -12816581.000000 Penalty: 3766.517578
	Iteration 20F: 3 clusters Score -1.281658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 107755 members 
Entering Unmasked Estep 
Score: -12816581.000000 Penalty: 3766.517578
	Iteration 21Q: 3 clusters Score -1.281658e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 107755 members 
Entering Unmasked Estep 
Score: -12816581.000000 Penalty: 3766.517578
	Iteration 22F: 3 clusters Score -1.281658e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -31187.400391 Penalty: 984.607483
	Iteration 0F: 2 clusters Score -31187.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -30360.408203 Penalty: 1969.214966
	Iteration 0F: 3 clusters Score -30360.41 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -30732.619141 Penalty: 1969.214966
	Iteration 1F: 3 clusters Score -30732.62 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -30866.951172 Penalty: 1969.214966
	Iteration 2F: 3 clusters Score -30866.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -30895.447266 Penalty: 1969.214966
	Iteration 3Q: 3 clusters Score -30895.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -30928.001953 Penalty: 1969.214966
	Iteration 4Q: 3 clusters Score -30928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -30945.224609 Penalty: 1969.214966
	Iteration 5Q: 3 clusters Score -30945.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -30945.224609 Penalty: 1969.214966
	Iteration 6F: 3 clusters Score -30945.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -79351.789062 Penalty: 1074.892944
	Iteration 0F: 2 clusters Score -79351.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -78106.312500 Penalty: 2149.785889
	Iteration 0F: 3 clusters Score -78106.31 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -78303.945312 Penalty: 2149.785889
	Iteration 1F: 3 clusters Score -78303.95 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -78367.453125 Penalty: 2149.785889
	Iteration 2F: 3 clusters Score -78367.45 nChanged 33
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: -78420.796875 Penalty: 2149.785889
	Iteration 3Q: 3 clusters Score -78420.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -78459.640625 Penalty: 2149.785889
	Iteration 4Q: 3 clusters Score -78459.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -78479.179688 Penalty: 2149.785889
	Iteration 5Q: 3 clusters Score -78479.18 nChanged 14
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: -78499.007812 Penalty: 2149.785889
	Iteration 6Q: 3 clusters Score -78499.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -78511.265625 Penalty: 2149.785889
	Iteration 7Q: 3 clusters Score -78511.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -78518.296875 Penalty: 2149.785889
	Iteration 8Q: 3 clusters Score -78518.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -78522.984375 Penalty: 2149.785889
	Iteration 9Q: 3 clusters Score -78522.98 nChanged 7
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: -78527.625000 Penalty: 2149.785889
	Iteration 10Q: 3 clusters Score -78527.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -78532.851562 Penalty: 2149.785889
	Iteration 11Q: 3 clusters Score -78532.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -78542.203125 Penalty: 2149.785889
	Iteration 12Q: 3 clusters Score -78542.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -78549.601562 Penalty: 2149.785889
	Iteration 13Q: 3 clusters Score -78549.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -78556.523438 Penalty: 2149.785889
	Iteration 14Q: 3 clusters Score -78556.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -78562.695312 Penalty: 2149.785889
	Iteration 15Q: 3 clusters Score -78562.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -78563.601562 Penalty: 2149.785889
	Iteration 16Q: 3 clusters Score -78563.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -78564.359375 Penalty: 2149.785889
	Iteration 17Q: 3 clusters Score -78564.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -78564.359375 Penalty: 2149.785889
	Iteration 18F: 3 clusters Score -78564.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (27439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Entering Unmasked Estep 
Score: -3012326.750000 Penalty: 1660.704590
	Iteration 0F: 2 clusters Score -3012327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -2993900.750000 Penalty: 3321.409180
	Iteration 0F: 3 clusters Score -2993901 nChanged 12572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -3000822.500000 Penalty: 3321.409180
	Iteration 1F: 3 clusters Score -3000822 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -3001424.500000 Penalty: 3321.409180
	Iteration 2F: 3 clusters Score -3001424 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -3002041.750000 Penalty: 3321.409180
	Iteration 3F: 3 clusters Score -3002042 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -3002637.250000 Penalty: 3321.409180
	Iteration 4Q: 3 clusters Score -3002637 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -3003241.500000 Penalty: 3321.409180
	Iteration 5Q: 3 clusters Score -3003242 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -3003835.000000 Penalty: 3321.409180
	Iteration 6Q: 3 clusters Score -3003835 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -3004473.500000 Penalty: 3321.409180
	Iteration 7Q: 3 clusters Score -3004474 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -3005114.500000 Penalty: 3321.409180
	Iteration 8Q: 3 clusters Score -3005114 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -3005807.500000 Penalty: 3321.409180
	Iteration 9Q: 3 clusters Score -3005808 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -3006472.500000 Penalty: 3321.409180
	Iteration 10Q: 3 clusters Score -3006472 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -3006994.750000 Penalty: 3321.409180
	Iteration 11Q: 3 clusters Score -3006995 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -3007324.750000 Penalty: 3321.409180
	Iteration 12Q: 3 clusters Score -3007325 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -3007537.750000 Penalty: 3321.409180
	Iteration 13Q: 3 clusters Score -3007538 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -3007695.000000 Penalty: 3321.409180
	Iteration 14Q: 3 clusters Score -3007695 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -3007850.750000 Penalty: 3321.409180
	Iteration 15Q: 3 clusters Score -3007851 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -3008004.250000 Penalty: 3321.409180
	Iteration 16Q: 3 clusters Score -3008004 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -3008153.750000 Penalty: 3321.409180
	Iteration 17Q: 3 clusters Score -3008154 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -3008312.500000 Penalty: 3321.409180
	Iteration 18Q: 3 clusters Score -3008312 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -3008493.000000 Penalty: 3321.409180
	Iteration 19Q: 3 clusters Score -3008493 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -3008670.000000 Penalty: 3321.409180
	Iteration 20F: 3 clusters Score -3008670 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -3008851.750000 Penalty: 3321.409180
	Iteration 21Q: 3 clusters Score -3008852 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -3009017.500000 Penalty: 3321.409180
	Iteration 22Q: 3 clusters Score -3009018 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -3009176.750000 Penalty: 3321.409180
	Iteration 23Q: 3 clusters Score -3009177 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -3009333.250000 Penalty: 3321.409180
	Iteration 24Q: 3 clusters Score -3009333 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -3009468.750000 Penalty: 3321.409180
	Iteration 25Q: 3 clusters Score -3009469 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -3009601.000000 Penalty: 3321.409180
	Iteration 26Q: 3 clusters Score -3009601 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -3009715.500000 Penalty: 3321.409180
	Iteration 27Q: 3 clusters Score -3009716 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -3009865.500000 Penalty: 3321.409180
	Iteration 28Q: 3 clusters Score -3009866 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -3010065.000000 Penalty: 3321.409180
	Iteration 29Q: 3 clusters Score -3010065 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -3010296.750000 Penalty: 3321.409180
	Iteration 30Q: 3 clusters Score -3010297 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -3010508.500000 Penalty: 3321.409180
	Iteration 31Q: 3 clusters Score -3010508 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -3010632.500000 Penalty: 3321.409180
	Iteration 32Q: 3 clusters Score -3010632 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -3010697.000000 Penalty: 3321.409180
	Iteration 33Q: 3 clusters Score -3010697 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -3010755.000000 Penalty: 3321.409180
	Iteration 34Q: 3 clusters Score -3010755 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -3010819.500000 Penalty: 3321.409180
	Iteration 35Q: 3 clusters Score -3010820 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -3010858.250000 Penalty: 3321.409180
	Iteration 36Q: 3 clusters Score -3010858 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -3010889.000000 Penalty: 3321.409180
	Iteration 37Q: 3 clusters Score -3010889 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -3010925.250000 Penalty: 3321.409180
	Iteration 38Q: 3 clusters Score -3010925 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -3010947.000000 Penalty: 3321.409180
	Iteration 39Q: 3 clusters Score -3010947 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -3010962.000000 Penalty: 3321.409180
	Iteration 40F: 3 clusters Score -3010962 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -3010982.750000 Penalty: 3321.409180
	Iteration 41Q: 3 clusters Score -3010983 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -3010998.750000 Penalty: 3321.409180
	Iteration 42Q: 3 clusters Score -3010999 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -3010996.500000 Penalty: 3321.409180
	Iteration 43Q: 3 clusters Score -3010996 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -3011010.250000 Penalty: 3321.409180
	Iteration 44Q: 3 clusters Score -3011010 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -3011016.750000 Penalty: 3321.409180
	Iteration 45Q: 3 clusters Score -3011017 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -3011024.250000 Penalty: 3321.409180
	Iteration 46Q: 3 clusters Score -3011024 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -3011041.000000 Penalty: 3321.409180
	Iteration 47Q: 3 clusters Score -3011041 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 25209 members 
Entering Unmasked Estep 
Score: -3011051.500000 Penalty: 3321.409180
	Iteration 48Q: 3 clusters Score -3011052 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -3011059.500000 Penalty: 3321.409180
	Iteration 49Q: 3 clusters Score -3011060 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 25277 members 
Entering Unmasked Estep 
Score: -3011064.500000 Penalty: 3321.409180
	Iteration 50Q: 3 clusters Score -3011064 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -3011070.500000 Penalty: 3321.409180
	Iteration 51Q: 3 clusters Score -3011070 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -3011078.250000 Penalty: 3321.409180
	Iteration 52Q: 3 clusters Score -3011078 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -3011082.500000 Penalty: 3321.409180
	Iteration 53Q: 3 clusters Score -3011082 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
Score: -3011096.000000 Penalty: 3321.409180
	Iteration 54Q: 3 clusters Score -3011096 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -3011098.750000 Penalty: 3321.409180
	Iteration 55Q: 3 clusters Score -3011099 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -3011094.500000 Penalty: 3321.409180
	Iteration 56Q: 3 clusters Score -3011094 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -3011105.500000 Penalty: 3321.409180
	Iteration 57Q: 3 clusters Score -3011106 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -3011118.250000 Penalty: 3321.409180
	Iteration 58Q: 3 clusters Score -3011118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -3011116.000000 Penalty: 3321.409180
	Iteration 59Q: 3 clusters Score -3011116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -3011115.500000 Penalty: 3321.409180
	Iteration 60F: 3 clusters Score -3011116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -3011123.250000 Penalty: 3321.409180
	Iteration 61Q: 3 clusters Score -3011123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -3011123.250000 Penalty: 3321.409180
	Iteration 62Q: 3 clusters Score -3011123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -3011123.250000 Penalty: 3321.409180
	Iteration 63Q: 3 clusters Score -3011123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -3011125.250000 Penalty: 3321.409180
	Iteration 64Q: 3 clusters Score -3011125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -3011126.750000 Penalty: 3321.409180
	Iteration 65Q: 3 clusters Score -3011127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -3011129.250000 Penalty: 3321.409180
	Iteration 66Q: 3 clusters Score -3011129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -3011130.750000 Penalty: 3321.409180
	Iteration 67Q: 3 clusters Score -3011131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 25590 members 
Entering Unmasked Estep 
Score: -3011132.000000 Penalty: 3321.409180
	Iteration 68Q: 3 clusters Score -3011132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 25595 members 
Entering Unmasked Estep 
Score: -3011130.750000 Penalty: 3321.409180
	Iteration 69Q: 3 clusters Score -3011131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -3011129.000000 Penalty: 3321.409180
	Iteration 70Q: 3 clusters Score -3011129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -3011129.000000 Penalty: 3321.409180
	Iteration 71F: 3 clusters Score -3011129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (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: -56943.984375 Penalty: 1030.021484
	Iteration 0F: 2 clusters Score -56943.98 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 271 members 
Entering Unmasked Estep 
Score: -55866.890625 Penalty: 2060.042969
	Iteration 0F: 3 clusters Score -55866.89 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -56034.078125 Penalty: 2060.042969
	Iteration 1F: 3 clusters Score -56034.08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -56111.242188 Penalty: 2060.042969
	Iteration 2F: 3 clusters Score -56111.24 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -56153.214844 Penalty: 2060.042969
	Iteration 3Q: 3 clusters Score -56153.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -56175.218750 Penalty: 2060.042969
	Iteration 4Q: 3 clusters Score -56175.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -56184.179688 Penalty: 2060.042969
	Iteration 5Q: 3 clusters Score -56184.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -56188.570312 Penalty: 2060.042969
	Iteration 6Q: 3 clusters Score -56188.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -56188.570312 Penalty: 2060.042969
	Iteration 7F: 3 clusters Score -56188.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (68759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68759 members 
Entering Unmasked Estep 
Score: -8042264.500000 Penalty: 1809.984009
	Iteration 0F: 2 clusters Score -8042264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34646 members 
Mstep: Class 2 contains 34113 members 
Entering Unmasked Estep 
Score: -7996388.500000 Penalty: 3619.968018
	Iteration 0F: 3 clusters Score -7996388 nChanged 32557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37157 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -8015018.500000 Penalty: 3619.968018
	Iteration 1F: 3 clusters Score -8015018 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38718 members 
Mstep: Class 2 contains 30041 members 
Entering Unmasked Estep 
Score: -8015768.500000 Penalty: 3619.968018
	Iteration 2Q: 3 clusters Score -8015768 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -8016914.000000 Penalty: 3619.968018
	Iteration 3Q: 3 clusters Score -8016914 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44415 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -8018851.500000 Penalty: 3619.968018
	Iteration 4F: 3 clusters Score -8018852 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49137 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -8022251.500000 Penalty: 3619.968018
	Iteration 5F: 3 clusters Score -8022252 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55052 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -8027336.500000 Penalty: 3619.968018
	Iteration 6F: 3 clusters Score -8027336 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61013 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -8033157.000000 Penalty: 3619.968018
	Iteration 7F: 3 clusters Score -8033157 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65360 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -8037492.500000 Penalty: 3619.968018
	Iteration 8F: 3 clusters Score -8037492 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67507 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -8039504.500000 Penalty: 3619.968018
	Iteration 9Q: 3 clusters Score -8039504 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68273 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -8040229.000000 Penalty: 3619.968018
	Iteration 10Q: 3 clusters Score -8040229 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68500 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -8040457.500000 Penalty: 3619.968018
	Iteration 11Q: 3 clusters Score -8040458 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68569 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -8040567.500000 Penalty: 3619.968018
	Iteration 12Q: 3 clusters Score -8040568 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68591 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -8040640.000000 Penalty: 3619.968018
	Iteration 13Q: 3 clusters Score -8040640 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68596 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -8040671.500000 Penalty: 3619.968018
	Iteration 14Q: 3 clusters Score -8040672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68598 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -8040682.500000 Penalty: 3619.968018
	Iteration 15Q: 3 clusters Score -8040682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68597 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -8040690.000000 Penalty: 3619.968018
	Iteration 16Q: 3 clusters Score -8040690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68598 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -8040701.000000 Penalty: 3619.968018
	Iteration 17Q: 3 clusters Score -8040701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68599 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -8040699.500000 Penalty: 3619.968018
	Iteration 18Q: 3 clusters Score -8040700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68600 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -8040701.000000 Penalty: 3619.968018
	Iteration 19Q: 3 clusters Score -8040701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68599 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -8040701.500000 Penalty: 3619.968018
	Iteration 20F: 3 clusters Score -8040702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68598 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -8040700.000000 Penalty: 3619.968018
	Iteration 21Q: 3 clusters Score -8040700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68598 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -8040700.000000 Penalty: 3619.968018
	Iteration 22F: 3 clusters Score -8040700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (93032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93032 members 
Entering Unmasked Estep 
Score: -10982854.000000 Penalty: 1859.113525
	Iteration 0F: 2 clusters Score -1.098285e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46525 members 
Mstep: Class 2 contains 46507 members 
Entering Unmasked Estep 
Score: -10921206.000000 Penalty: 3718.227051
	Iteration 0F: 3 clusters Score -1.092121e+07 nChanged 44393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46252 members 
Mstep: Class 2 contains 46780 members 
Entering Unmasked Estep 
Score: -10946837.000000 Penalty: 3718.227051
	Iteration 1F: 3 clusters Score -1.094684e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46315 members 
Mstep: Class 2 contains 46717 members 
Entering Unmasked Estep 
Score: -10947309.000000 Penalty: 3718.227051
	Iteration 2Q: 3 clusters Score -1.094731e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46337 members 
Mstep: Class 2 contains 46695 members 
Entering Unmasked Estep 
Score: -10947723.000000 Penalty: 3718.227051
	Iteration 3Q: 3 clusters Score -1.094772e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46382 members 
Mstep: Class 2 contains 46650 members 
Entering Unmasked Estep 
Score: -10948253.000000 Penalty: 3718.227051
	Iteration 4Q: 3 clusters Score -1.094825e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46538 members 
Mstep: Class 2 contains 46494 members 
Entering Unmasked Estep 
Score: -10948793.000000 Penalty: 3718.227051
	Iteration 5Q: 3 clusters Score -1.094879e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46790 members 
Mstep: Class 2 contains 46242 members 
Entering Unmasked Estep 
Score: -10949251.000000 Penalty: 3718.227051
	Iteration 6Q: 3 clusters Score -1.094925e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47143 members 
Mstep: Class 2 contains 45889 members 
Entering Unmasked Estep 
Score: -10949805.000000 Penalty: 3718.227051
	Iteration 7Q: 3 clusters Score -1.09498e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47716 members 
Mstep: Class 2 contains 45316 members 
Entering Unmasked Estep 
Score: -10950506.000000 Penalty: 3718.227051
	Iteration 8Q: 3 clusters Score -1.095051e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48606 members 
Mstep: Class 2 contains 44426 members 
Entering Unmasked Estep 
Score: -10951517.000000 Penalty: 3718.227051
	Iteration 9Q: 3 clusters Score -1.095152e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49977 members 
Mstep: Class 2 contains 43055 members 
Entering Unmasked Estep 
Score: -10953146.000000 Penalty: 3718.227051
	Iteration 10Q: 3 clusters Score -1.095315e+07 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51854 members 
Mstep: Class 2 contains 41178 members 
Entering Unmasked Estep 
Score: -10955745.000000 Penalty: 3718.227051
	Iteration 11Q: 3 clusters Score -1.095574e+07 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53870 members 
Mstep: Class 2 contains 39162 members 
Entering Unmasked Estep 
Score: -10959176.000000 Penalty: 3718.227051
	Iteration 12F: 3 clusters Score -1.095918e+07 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55643 members 
Mstep: Class 2 contains 37389 members 
Entering Unmasked Estep 
Score: -10962557.000000 Penalty: 3718.227051
	Iteration 13F: 3 clusters Score -1.096256e+07 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57039 members 
Mstep: Class 2 contains 35993 members 
Entering Unmasked Estep 
Score: -10964700.000000 Penalty: 3718.227051
	Iteration 14Q: 3 clusters Score -1.09647e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58264 members 
Mstep: Class 2 contains 34768 members 
Entering Unmasked Estep 
Score: -10965556.000000 Penalty: 3718.227051
	Iteration 15Q: 3 clusters Score -1.096556e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59447 members 
Mstep: Class 2 contains 33585 members 
Entering Unmasked Estep 
Score: -10965951.000000 Penalty: 3718.227051
	Iteration 16Q: 3 clusters Score -1.096595e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60658 members 
Mstep: Class 2 contains 32374 members 
Entering Unmasked Estep 
Score: -10966246.000000 Penalty: 3718.227051
	Iteration 17Q: 3 clusters Score -1.096625e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61953 members 
Mstep: Class 2 contains 31079 members 
Entering Unmasked Estep 
Score: -10966590.000000 Penalty: 3718.227051
	Iteration 18Q: 3 clusters Score -1.096659e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63298 members 
Mstep: Class 2 contains 29734 members 
Entering Unmasked Estep 
Score: -10966892.000000 Penalty: 3718.227051
	Iteration 19Q: 3 clusters Score -1.096689e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64687 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -10967259.000000 Penalty: 3718.227051
	Iteration 20F: 3 clusters Score -1.096726e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66200 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -10967647.000000 Penalty: 3718.227051
	Iteration 21Q: 3 clusters Score -1.096765e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67821 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -10968188.000000 Penalty: 3718.227051
	Iteration 22Q: 3 clusters Score -1.096819e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69511 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -10968709.000000 Penalty: 3718.227051
	Iteration 23Q: 3 clusters Score -1.096871e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71353 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -10969389.000000 Penalty: 3718.227051
	Iteration 24Q: 3 clusters Score -1.096939e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73306 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -10970108.000000 Penalty: 3718.227051
	Iteration 25Q: 3 clusters Score -1.097011e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75399 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -10971008.000000 Penalty: 3718.227051
	Iteration 26Q: 3 clusters Score -1.097101e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77539 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -10972031.000000 Penalty: 3718.227051
	Iteration 27Q: 3 clusters Score -1.097203e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79683 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -10973132.000000 Penalty: 3718.227051
	Iteration 28Q: 3 clusters Score -1.097313e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81752 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -10974232.000000 Penalty: 3718.227051
	Iteration 29Q: 3 clusters Score -1.097423e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83708 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -10975355.000000 Penalty: 3718.227051
	Iteration 30Q: 3 clusters Score -1.097536e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85478 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -10976423.000000 Penalty: 3718.227051
	Iteration 31Q: 3 clusters Score -1.097642e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87039 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -10977395.000000 Penalty: 3718.227051
	Iteration 32Q: 3 clusters Score -1.09774e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88350 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -10978253.000000 Penalty: 3718.227051
	Iteration 33Q: 3 clusters Score -1.097825e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89454 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -10978995.000000 Penalty: 3718.227051
	Iteration 34Q: 3 clusters Score -1.0979e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90381 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -10979582.000000 Penalty: 3718.227051
	Iteration 35Q: 3 clusters Score -1.097958e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91069 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -10980069.000000 Penalty: 3718.227051
	Iteration 36Q: 3 clusters Score -1.098007e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91565 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -10980408.000000 Penalty: 3718.227051
	Iteration 37Q: 3 clusters Score -1.098041e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91921 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -10980630.000000 Penalty: 3718.227051
	Iteration 38Q: 3 clusters Score -1.098063e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92160 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -10980796.000000 Penalty: 3718.227051
	Iteration 39Q: 3 clusters Score -1.09808e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92302 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -10980897.000000 Penalty: 3718.227051
	Iteration 40F: 3 clusters Score -1.09809e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92402 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -10980987.000000 Penalty: 3718.227051
	Iteration 41Q: 3 clusters Score -1.098099e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92488 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -10981055.000000 Penalty: 3718.227051
	Iteration 42Q: 3 clusters Score -1.098106e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92550 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -10981118.000000 Penalty: 3718.227051
	Iteration 43Q: 3 clusters Score -1.098112e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92590 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -10981156.000000 Penalty: 3718.227051
	Iteration 44Q: 3 clusters Score -1.098116e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92628 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -10981178.000000 Penalty: 3718.227051
	Iteration 45Q: 3 clusters Score -1.098118e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92652 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -10981189.000000 Penalty: 3718.227051
	Iteration 46Q: 3 clusters Score -1.098119e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92670 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -10981194.000000 Penalty: 3718.227051
	Iteration 47Q: 3 clusters Score -1.098119e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92681 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -10981212.000000 Penalty: 3718.227051
	Iteration 48Q: 3 clusters Score -1.098121e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92687 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -10981213.000000 Penalty: 3718.227051
	Iteration 49Q: 3 clusters Score -1.098121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92688 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -10981210.000000 Penalty: 3718.227051
	Iteration 50Q: 3 clusters Score -1.098121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92689 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -10981213.000000 Penalty: 3718.227051
	Iteration 51Q: 3 clusters Score -1.098121e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92689 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -10981213.000000 Penalty: 3718.227051
	Iteration 52F: 3 clusters Score -1.098121e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -12708.798828 Penalty: 889.243958
	Iteration 0F: 2 clusters Score -12708.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12062.263672 Penalty: 1778.487915
	Iteration 0F: 3 clusters Score -12062.26 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12237.199219 Penalty: 1778.487915
	Iteration 1F: 3 clusters Score -12237.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12322.501953 Penalty: 1778.487915
	Iteration 2F: 3 clusters Score -12322.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12366.567383 Penalty: 1778.487915
	Iteration 3F: 3 clusters Score -12366.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12399.660156 Penalty: 1778.487915
	Iteration 4Q: 3 clusters Score -12399.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12412.150391 Penalty: 1778.487915
	Iteration 5Q: 3 clusters Score -12412.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12425.602539 Penalty: 1778.487915
	Iteration 6Q: 3 clusters Score -12425.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12452.624023 Penalty: 1778.487915
	Iteration 7Q: 3 clusters Score -12452.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12485.786133 Penalty: 1778.487915
	Iteration 8Q: 3 clusters Score -12485.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -12530.409180 Penalty: 1778.487915
	Iteration 9Q: 3 clusters Score -12530.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -12534.754883 Penalty: 1778.487915
	Iteration 10Q: 3 clusters Score -12534.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -12535.974609 Penalty: 1778.487915
	Iteration 11F: 3 clusters Score -12535.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12575.258789 Penalty: 1778.487915
	Iteration 12Q: 3 clusters Score -12575.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12580.688477 Penalty: 1778.487915
	Iteration 13Q: 3 clusters Score -12580.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12580.688477 Penalty: 1778.487915
	Iteration 14F: 3 clusters Score -12580.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -41706.300781 Penalty: 999.819092
	Iteration 0F: 2 clusters Score -41706.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -40741.707031 Penalty: 1999.638184
	Iteration 0F: 3 clusters Score -40741.71 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -41100.367188 Penalty: 1999.638184
	Iteration 1F: 3 clusters Score -41100.37 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -41208.558594 Penalty: 1999.638184
	Iteration 2F: 3 clusters Score -41208.56 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -41245.066406 Penalty: 1999.638184
	Iteration 3Q: 3 clusters Score -41245.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -41267.375000 Penalty: 1999.638184
	Iteration 4Q: 3 clusters Score -41267.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -41277.589844 Penalty: 1999.638184
	Iteration 5Q: 3 clusters Score -41277.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -41282.332031 Penalty: 1999.638184
	Iteration 6Q: 3 clusters Score -41282.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -41285.769531 Penalty: 1999.638184
	Iteration 7Q: 3 clusters Score -41285.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -41301.718750 Penalty: 1999.638184
	Iteration 8Q: 3 clusters Score -41301.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -41309.808594 Penalty: 1999.638184
	Iteration 9Q: 3 clusters Score -41309.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -41327.148438 Penalty: 1999.638184
	Iteration 10Q: 3 clusters Score -41327.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -41339.128906 Penalty: 1999.638184
	Iteration 11Q: 3 clusters Score -41339.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -41353.757812 Penalty: 1999.638184
	Iteration 12Q: 3 clusters Score -41353.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -41360.136719 Penalty: 1999.638184
	Iteration 13Q: 3 clusters Score -41360.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -41369.437500 Penalty: 1999.638184
	Iteration 14Q: 3 clusters Score -41369.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -41375.308594 Penalty: 1999.638184
	Iteration 15Q: 3 clusters Score -41375.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -41376.351562 Penalty: 1999.638184
	Iteration 16Q: 3 clusters Score -41376.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -41376.351562 Penalty: 1999.638184
	Iteration 17F: 3 clusters Score -41376.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Entering Unmasked Estep 
Score: -50018.546875 Penalty: 1016.870972
	Iteration 0F: 2 clusters Score -50018.55 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 246 members 
Entering Unmasked Estep 
Score: -48944.781250 Penalty: 2033.741943
	Iteration 0F: 3 clusters Score -48944.78 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -49215.464844 Penalty: 2033.741943
	Iteration 1F: 3 clusters Score -49215.46 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -49347.054688 Penalty: 2033.741943
	Iteration 2F: 3 clusters Score -49347.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -49428.281250 Penalty: 2033.741943
	Iteration 3F: 3 clusters Score -49428.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -49474.109375 Penalty: 2033.741943
	Iteration 4Q: 3 clusters Score -49474.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -49513.750000 Penalty: 2033.741943
	Iteration 5Q: 3 clusters Score -49513.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -49539.031250 Penalty: 2033.741943
	Iteration 6Q: 3 clusters Score -49539.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -49558.914062 Penalty: 2033.741943
	Iteration 7Q: 3 clusters Score -49558.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -49573.847656 Penalty: 2033.741943
	Iteration 8Q: 3 clusters Score -49573.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -49589.699219 Penalty: 2033.741943
	Iteration 9Q: 3 clusters Score -49589.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -49618.277344 Penalty: 2033.741943
	Iteration 10Q: 3 clusters Score -49618.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -49659.617188 Penalty: 2033.741943
	Iteration 11Q: 3 clusters Score -49659.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -49684.835938 Penalty: 2033.741943
	Iteration 12Q: 3 clusters Score -49684.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -49695.359375 Penalty: 2033.741943
	Iteration 13Q: 3 clusters Score -49695.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -49701.566406 Penalty: 2033.741943
	Iteration 14Q: 3 clusters Score -49701.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -49703.105469 Penalty: 2033.741943
	Iteration 15Q: 3 clusters Score -49703.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -49703.105469 Penalty: 2033.741943
	Iteration 16F: 3 clusters Score -49703.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -22662.605469 Penalty: 935.821533
	Iteration 0F: 2 clusters Score -22662.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -21864.322266 Penalty: 1871.643066
	Iteration 0F: 3 clusters Score -21864.32 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -22156.689453 Penalty: 1871.643066
	Iteration 1F: 3 clusters Score -22156.69 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -22262.888672 Penalty: 1871.643066
	Iteration 2F: 3 clusters Score -22262.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -22312.677734 Penalty: 1871.643066
	Iteration 3Q: 3 clusters Score -22312.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -22407.755859 Penalty: 1871.643066
	Iteration 4Q: 3 clusters Score -22407.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -22493.791016 Penalty: 1871.643066
	Iteration 5Q: 3 clusters Score -22493.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -22541.154297 Penalty: 1871.643066
	Iteration 6Q: 3 clusters Score -22541.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -22555.451172 Penalty: 1871.643066
	Iteration 7Q: 3 clusters Score -22555.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -22559.757812 Penalty: 1871.643066
	Iteration 8Q: 3 clusters Score -22559.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -22560.429688 Penalty: 1871.643066
	Iteration 9Q: 3 clusters Score -22560.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -22560.429688 Penalty: 1871.643066
	Iteration 10F: 3 clusters Score -22560.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (17651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Entering Unmasked Estep 
Score: -2100287.250000 Penalty: 1589.013916
	Iteration 0F: 2 clusters Score -2100287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -2088007.000000 Penalty: 3178.027832
	Iteration 0F: 3 clusters Score -2088007 nChanged 7931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -2092499.875000 Penalty: 3178.027832
	Iteration 1F: 3 clusters Score -2092500 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -2092940.625000 Penalty: 3178.027832
	Iteration 2F: 3 clusters Score -2092941 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -2093518.875000 Penalty: 3178.027832
	Iteration 3F: 3 clusters Score -2093519 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -2094273.500000 Penalty: 3178.027832
	Iteration 4F: 3 clusters Score -2094274 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -2095234.125000 Penalty: 3178.027832
	Iteration 5F: 3 clusters Score -2095234 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -2096259.500000 Penalty: 3178.027832
	Iteration 6F: 3 clusters Score -2096260 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -2097271.250000 Penalty: 3178.027832
	Iteration 7F: 3 clusters Score -2097271 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -2097908.500000 Penalty: 3178.027832
	Iteration 8F: 3 clusters Score -2097908 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -2098152.750000 Penalty: 3178.027832
	Iteration 9Q: 3 clusters Score -2098153 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -2098253.750000 Penalty: 3178.027832
	Iteration 10Q: 3 clusters Score -2098254 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -2098320.750000 Penalty: 3178.027832
	Iteration 11Q: 3 clusters Score -2098321 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -2098371.500000 Penalty: 3178.027832
	Iteration 12Q: 3 clusters Score -2098372 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -2098407.250000 Penalty: 3178.027832
	Iteration 13Q: 3 clusters Score -2098407 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -2098426.750000 Penalty: 3178.027832
	Iteration 14Q: 3 clusters Score -2098427 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -2098450.000000 Penalty: 3178.027832
	Iteration 15Q: 3 clusters Score -2098450 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -2098463.500000 Penalty: 3178.027832
	Iteration 16Q: 3 clusters Score -2098464 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -2098474.250000 Penalty: 3178.027832
	Iteration 17Q: 3 clusters Score -2098474 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -2098489.000000 Penalty: 3178.027832
	Iteration 18Q: 3 clusters Score -2098489 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -2098494.500000 Penalty: 3178.027832
	Iteration 19Q: 3 clusters Score -2098494 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -2098494.500000 Penalty: 3178.027832
	Iteration 20F: 3 clusters Score -2098494 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -2098506.500000 Penalty: 3178.027832
	Iteration 21Q: 3 clusters Score -2098506 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -2098515.500000 Penalty: 3178.027832
	Iteration 22Q: 3 clusters Score -2098516 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -2098518.500000 Penalty: 3178.027832
	Iteration 23Q: 3 clusters Score -2098518 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -2098529.750000 Penalty: 3178.027832
	Iteration 24Q: 3 clusters Score -2098530 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -2098529.750000 Penalty: 3178.027832
	Iteration 25Q: 3 clusters Score -2098530 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -2098537.000000 Penalty: 3178.027832
	Iteration 26Q: 3 clusters Score -2098537 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -2098538.250000 Penalty: 3178.027832
	Iteration 27Q: 3 clusters Score -2098538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -2098537.750000 Penalty: 3178.027832
	Iteration 28Q: 3 clusters Score -2098538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -2098534.250000 Penalty: 3178.027832
	Iteration 29Q: 3 clusters Score -2098534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -2098536.500000 Penalty: 3178.027832
	Iteration 30Q: 3 clusters Score -2098536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -2098539.000000 Penalty: 3178.027832
	Iteration 31Q: 3 clusters Score -2098539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -2098536.000000 Penalty: 3178.027832
	Iteration 32Q: 3 clusters Score -2098536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -2098533.500000 Penalty: 3178.027832
	Iteration 33Q: 3 clusters Score -2098534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -2098539.000000 Penalty: 3178.027832
	Iteration 34Q: 3 clusters Score -2098539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -2098540.500000 Penalty: 3178.027832
	Iteration 35Q: 3 clusters Score -2098540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -2098540.750000 Penalty: 3178.027832
	Iteration 36Q: 3 clusters Score -2098541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -2098542.000000 Penalty: 3178.027832
	Iteration 37Q: 3 clusters Score -2098542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -2098542.750000 Penalty: 3178.027832
	Iteration 38Q: 3 clusters Score -2098543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -2098543.500000 Penalty: 3178.027832
	Iteration 39Q: 3 clusters Score -2098544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -2098542.750000 Penalty: 3178.027832
	Iteration 40F: 3 clusters Score -2098543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -2098550.500000 Penalty: 3178.027832
	Iteration 41Q: 3 clusters Score -2098550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -2098547.500000 Penalty: 3178.027832
	Iteration 42Q: 3 clusters Score -2098548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -2098548.000000 Penalty: 3178.027832
	Iteration 43Q: 3 clusters Score -2098548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -2098548.000000 Penalty: 3178.027832
	Iteration 44F: 3 clusters Score -2098548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (99633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99633 members 
Entering Unmasked Estep 
Score: -11794813.000000 Penalty: 1870.252930
	Iteration 0F: 2 clusters Score -1.179481e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49969 members 
Mstep: Class 2 contains 49664 members 
Entering Unmasked Estep 
Score: -11728969.000000 Penalty: 3740.505859
	Iteration 0F: 3 clusters Score -1.172897e+07 nChanged 47664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52727 members 
Mstep: Class 2 contains 46906 members 
Entering Unmasked Estep 
Score: -11757250.000000 Penalty: 3740.505859
	Iteration 1F: 3 clusters Score -1.175725e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54213 members 
Mstep: Class 2 contains 45420 members 
Entering Unmasked Estep 
Score: -11758209.000000 Penalty: 3740.505859
	Iteration 2Q: 3 clusters Score -1.175821e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56501 members 
Mstep: Class 2 contains 43132 members 
Entering Unmasked Estep 
Score: -11759560.000000 Penalty: 3740.505859
	Iteration 3Q: 3 clusters Score -1.175956e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59754 members 
Mstep: Class 2 contains 39879 members 
Entering Unmasked Estep 
Score: -11761795.000000 Penalty: 3740.505859
	Iteration 4Q: 3 clusters Score -1.17618e+07 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64074 members 
Mstep: Class 2 contains 35559 members 
Entering Unmasked Estep 
Score: -11765385.000000 Penalty: 3740.505859
	Iteration 5F: 3 clusters Score -1.176538e+07 nChanged 6377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69111 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -11770139.000000 Penalty: 3740.505859
	Iteration 6F: 3 clusters Score -1.177014e+07 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73757 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -11775485.000000 Penalty: 3740.505859
	Iteration 7F: 3 clusters Score -1.177548e+07 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77292 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -11779670.000000 Penalty: 3740.505859
	Iteration 8F: 3 clusters Score -1.177967e+07 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79650 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -11782167.000000 Penalty: 3740.505859
	Iteration 9Q: 3 clusters Score -1.178217e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81490 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -11783701.000000 Penalty: 3740.505859
	Iteration 10Q: 3 clusters Score -1.17837e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83107 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -11784833.000000 Penalty: 3740.505859
	Iteration 11Q: 3 clusters Score -1.178483e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84500 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -11785721.000000 Penalty: 3740.505859
	Iteration 12Q: 3 clusters Score -1.178572e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85794 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -11786607.000000 Penalty: 3740.505859
	Iteration 13Q: 3 clusters Score -1.178661e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86970 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -11787503.000000 Penalty: 3740.505859
	Iteration 14Q: 3 clusters Score -1.17875e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88080 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -11788465.000000 Penalty: 3740.505859
	Iteration 15Q: 3 clusters Score -1.178846e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89160 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -11789316.000000 Penalty: 3740.505859
	Iteration 16Q: 3 clusters Score -1.178932e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90250 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -11790103.000000 Penalty: 3740.505859
	Iteration 17Q: 3 clusters Score -1.17901e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91188 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -11790786.000000 Penalty: 3740.505859
	Iteration 18Q: 3 clusters Score -1.179079e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92019 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -11791291.000000 Penalty: 3740.505859
	Iteration 19Q: 3 clusters Score -1.179129e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92814 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -11791746.000000 Penalty: 3740.505859
	Iteration 20F: 3 clusters Score -1.179175e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93594 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -11792033.000000 Penalty: 3740.505859
	Iteration 21Q: 3 clusters Score -1.179203e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94259 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -11792250.000000 Penalty: 3740.505859
	Iteration 22Q: 3 clusters Score -1.179225e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94827 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -11792462.000000 Penalty: 3740.505859
	Iteration 23Q: 3 clusters Score -1.179246e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95313 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -11792553.000000 Penalty: 3740.505859
	Iteration 24Q: 3 clusters Score -1.179255e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95737 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -11792675.000000 Penalty: 3740.505859
	Iteration 25Q: 3 clusters Score -1.179268e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96134 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -11792750.000000 Penalty: 3740.505859
	Iteration 26Q: 3 clusters Score -1.179275e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96444 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -11792852.000000 Penalty: 3740.505859
	Iteration 27Q: 3 clusters Score -1.179285e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96714 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -11792913.000000 Penalty: 3740.505859
	Iteration 28Q: 3 clusters Score -1.179291e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96918 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -11792980.000000 Penalty: 3740.505859
	Iteration 29Q: 3 clusters Score -1.179298e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97121 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -11793002.000000 Penalty: 3740.505859
	Iteration 30Q: 3 clusters Score -1.1793e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97301 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -11793009.000000 Penalty: 3740.505859
	Iteration 31Q: 3 clusters Score -1.179301e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97434 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -11793049.000000 Penalty: 3740.505859
	Iteration 32Q: 3 clusters Score -1.179305e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97551 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -11793073.000000 Penalty: 3740.505859
	Iteration 33Q: 3 clusters Score -1.179307e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97667 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -11793101.000000 Penalty: 3740.505859
	Iteration 34Q: 3 clusters Score -1.17931e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97776 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -11793118.000000 Penalty: 3740.505859
	Iteration 35Q: 3 clusters Score -1.179312e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97865 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -11793144.000000 Penalty: 3740.505859
	Iteration 36Q: 3 clusters Score -1.179314e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97942 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -11793149.000000 Penalty: 3740.505859
	Iteration 37Q: 3 clusters Score -1.179315e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98020 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -11793176.000000 Penalty: 3740.505859
	Iteration 38Q: 3 clusters Score -1.179318e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98096 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -11793184.000000 Penalty: 3740.505859
	Iteration 39Q: 3 clusters Score -1.179318e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98156 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -11793183.000000 Penalty: 3740.505859
	Iteration 40F: 3 clusters Score -1.179318e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98205 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -11793223.000000 Penalty: 3740.505859
	Iteration 41Q: 3 clusters Score -1.179322e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98259 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -11793230.000000 Penalty: 3740.505859
	Iteration 42Q: 3 clusters Score -1.179323e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98322 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -11793244.000000 Penalty: 3740.505859
	Iteration 43Q: 3 clusters Score -1.179324e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98385 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -11793292.000000 Penalty: 3740.505859
	Iteration 44Q: 3 clusters Score -1.179329e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98446 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -11793300.000000 Penalty: 3740.505859
	Iteration 45Q: 3 clusters Score -1.17933e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98503 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -11793315.000000 Penalty: 3740.505859
	Iteration 46Q: 3 clusters Score -1.179332e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98545 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -11793321.000000 Penalty: 3740.505859
	Iteration 47Q: 3 clusters Score -1.179332e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98572 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -11793321.000000 Penalty: 3740.505859
	Iteration 48Q: 3 clusters Score -1.179332e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98602 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -11793339.000000 Penalty: 3740.505859
	Iteration 49Q: 3 clusters Score -1.179334e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98621 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -11793344.000000 Penalty: 3740.505859
	Iteration 50Q: 3 clusters Score -1.179334e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98641 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -11793339.000000 Penalty: 3740.505859
	Iteration 51Q: 3 clusters Score -1.179334e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98661 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -11793342.000000 Penalty: 3740.505859
	Iteration 52Q: 3 clusters Score -1.179334e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98672 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -11793349.000000 Penalty: 3740.505859
	Iteration 53Q: 3 clusters Score -1.179335e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98681 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -11793339.000000 Penalty: 3740.505859
	Iteration 54Q: 3 clusters Score -1.179334e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98692 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -11793351.000000 Penalty: 3740.505859
	Iteration 55Q: 3 clusters Score -1.179335e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98705 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -11793358.000000 Penalty: 3740.505859
	Iteration 56Q: 3 clusters Score -1.179336e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98718 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -11793361.000000 Penalty: 3740.505859
	Iteration 57Q: 3 clusters Score -1.179336e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98735 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -11793359.000000 Penalty: 3740.505859
	Iteration 58Q: 3 clusters Score -1.179336e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98751 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -11793358.000000 Penalty: 3740.505859
	Iteration 59Q: 3 clusters Score -1.179336e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98754 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -11793352.000000 Penalty: 3740.505859
	Iteration 60F: 3 clusters Score -1.179335e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98753 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -11793355.000000 Penalty: 3740.505859
	Iteration 61Q: 3 clusters Score -1.179336e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98757 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -11793358.000000 Penalty: 3740.505859
	Iteration 62Q: 3 clusters Score -1.179336e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98756 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -11793352.000000 Penalty: 3740.505859
	Iteration 63Q: 3 clusters Score -1.179335e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98759 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -11793363.000000 Penalty: 3740.505859
	Iteration 64Q: 3 clusters Score -1.179336e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98764 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -11793365.000000 Penalty: 3740.505859
	Iteration 65Q: 3 clusters Score -1.179336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98767 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -11793365.000000 Penalty: 3740.505859
	Iteration 66Q: 3 clusters Score -1.179336e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98775 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -11793376.000000 Penalty: 3740.505859
	Iteration 67Q: 3 clusters Score -1.179338e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98783 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -11793375.000000 Penalty: 3740.505859
	Iteration 68Q: 3 clusters Score -1.179338e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98786 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -11793368.000000 Penalty: 3740.505859
	Iteration 69Q: 3 clusters Score -1.179337e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98797 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -11793374.000000 Penalty: 3740.505859
	Iteration 70Q: 3 clusters Score -1.179337e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98811 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -11793389.000000 Penalty: 3740.505859
	Iteration 71Q: 3 clusters Score -1.179339e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98824 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -11793387.000000 Penalty: 3740.505859
	Iteration 72Q: 3 clusters Score -1.179339e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98828 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -11793395.000000 Penalty: 3740.505859
	Iteration 73Q: 3 clusters Score -1.17934e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98837 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -11793383.000000 Penalty: 3740.505859
	Iteration 74Q: 3 clusters Score -1.179338e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98848 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -11793390.000000 Penalty: 3740.505859
	Iteration 75Q: 3 clusters Score -1.179339e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98854 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -11793381.000000 Penalty: 3740.505859
	Iteration 76Q: 3 clusters Score -1.179338e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98858 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -11793392.000000 Penalty: 3740.505859
	Iteration 77Q: 3 clusters Score -1.179339e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98859 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -11793389.000000 Penalty: 3740.505859
	Iteration 78Q: 3 clusters Score -1.179339e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98865 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -11793389.000000 Penalty: 3740.505859
	Iteration 79Q: 3 clusters Score -1.179339e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98869 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -11793388.000000 Penalty: 3740.505859
	Iteration 80F: 3 clusters Score -1.179339e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98870 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -11793395.000000 Penalty: 3740.505859
	Iteration 81Q: 3 clusters Score -1.17934e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98870 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -11793395.000000 Penalty: 3740.505859
	Iteration 82F: 3 clusters Score -1.17934e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (59308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59308 members 
Entering Unmasked Estep 
Score: -6961594.500000 Penalty: 1785.956177
	Iteration 0F: 2 clusters Score -6961594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29736 members 
Mstep: Class 2 contains 29572 members 
Entering Unmasked Estep 
Score: -6922046.000000 Penalty: 3571.912354
	Iteration 0F: 3 clusters Score -6922046 nChanged 28024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 28826 members 
Entering Unmasked Estep 
Score: -6937815.500000 Penalty: 3571.912354
	Iteration 1F: 3 clusters Score -6937816 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -6938142.000000 Penalty: 3571.912354
	Iteration 2Q: 3 clusters Score -6938142 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31523 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -6938565.000000 Penalty: 3571.912354
	Iteration 3Q: 3 clusters Score -6938565 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -6938967.500000 Penalty: 3571.912354
	Iteration 4Q: 3 clusters Score -6938968 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33830 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -6939533.500000 Penalty: 3571.912354
	Iteration 5Q: 3 clusters Score -6939534 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35875 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -6940405.500000 Penalty: 3571.912354
	Iteration 6Q: 3 clusters Score -6940406 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38745 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -6941941.500000 Penalty: 3571.912354
	Iteration 7F: 3 clusters Score -6941942 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42491 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -6944582.500000 Penalty: 3571.912354
	Iteration 8F: 3 clusters Score -6944582 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47157 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -6948580.000000 Penalty: 3571.912354
	Iteration 9F: 3 clusters Score -6948580 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51807 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -6952963.500000 Penalty: 3571.912354
	Iteration 10F: 3 clusters Score -6952964 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55365 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -6956402.500000 Penalty: 3571.912354
	Iteration 11F: 3 clusters Score -6956402 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57479 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -6958428.000000 Penalty: 3571.912354
	Iteration 12Q: 3 clusters Score -6958428 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58492 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -6959386.000000 Penalty: 3571.912354
	Iteration 13Q: 3 clusters Score -6959386 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58876 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -6959711.000000 Penalty: 3571.912354
	Iteration 14Q: 3 clusters Score -6959711 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59018 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -6959877.000000 Penalty: 3571.912354
	Iteration 15Q: 3 clusters Score -6959877 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59075 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -6959928.500000 Penalty: 3571.912354
	Iteration 16Q: 3 clusters Score -6959928 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59092 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -6959968.000000 Penalty: 3571.912354
	Iteration 17Q: 3 clusters Score -6959968 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59107 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -6960006.000000 Penalty: 3571.912354
	Iteration 18Q: 3 clusters Score -6960006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59113 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -6960018.500000 Penalty: 3571.912354
	Iteration 19Q: 3 clusters Score -6960018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59116 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -6960028.000000 Penalty: 3571.912354
	Iteration 20F: 3 clusters Score -6960028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59118 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -6960043.000000 Penalty: 3571.912354
	Iteration 21Q: 3 clusters Score -6960043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59124 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -6960056.000000 Penalty: 3571.912354
	Iteration 22Q: 3 clusters Score -6960056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59125 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -6960055.000000 Penalty: 3571.912354
	Iteration 23Q: 3 clusters Score -6960055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59128 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -6960060.500000 Penalty: 3571.912354
	Iteration 24Q: 3 clusters Score -6960060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59130 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -6960065.000000 Penalty: 3571.912354
	Iteration 25Q: 3 clusters Score -6960065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59133 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -6960068.500000 Penalty: 3571.912354
	Iteration 26Q: 3 clusters Score -6960068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59132 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -6960069.000000 Penalty: 3571.912354
	Iteration 27Q: 3 clusters Score -6960069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59132 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -6960070.500000 Penalty: 3571.912354
	Iteration 28Q: 3 clusters Score -6960070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59132 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -6960072.000000 Penalty: 3571.912354
	Iteration 29Q: 3 clusters Score -6960072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59132 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -6960074.500000 Penalty: 3571.912354
	Iteration 30Q: 3 clusters Score -6960074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59131 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -6960074.500000 Penalty: 3571.912354
	Iteration 31Q: 3 clusters Score -6960074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59132 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -6960076.500000 Penalty: 3571.912354
	Iteration 32Q: 3 clusters Score -6960076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59133 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -6960080.000000 Penalty: 3571.912354
	Iteration 33Q: 3 clusters Score -6960080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59132 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -6960078.500000 Penalty: 3571.912354
	Iteration 34Q: 3 clusters Score -6960078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59132 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -6960078.500000 Penalty: 3571.912354
	Iteration 35F: 3 clusters Score -6960078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Entering Unmasked Estep 
Score: -80372.132812 Penalty: 1079.827271
	Iteration 0F: 2 clusters Score -80372.13 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 388 members 
Entering Unmasked Estep 
Score: -79086.437500 Penalty: 2159.654541
	Iteration 0F: 3 clusters Score -79086.44 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -79326.312500 Penalty: 2159.654541
	Iteration 1F: 3 clusters Score -79326.31 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -79424.835938 Penalty: 2159.654541
	Iteration 2F: 3 clusters Score -79424.84 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -79466.687500 Penalty: 2159.654541
	Iteration 3Q: 3 clusters Score -79466.69 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -79490.171875 Penalty: 2159.654541
	Iteration 4Q: 3 clusters Score -79490.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -79506.312500 Penalty: 2159.654541
	Iteration 5Q: 3 clusters Score -79506.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -79540.914062 Penalty: 2159.654541
	Iteration 6Q: 3 clusters Score -79540.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -79571.468750 Penalty: 2159.654541
	Iteration 7Q: 3 clusters Score -79571.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -79589.570312 Penalty: 2159.654541
	Iteration 8Q: 3 clusters Score -79589.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -79621.820312 Penalty: 2159.654541
	Iteration 9Q: 3 clusters Score -79621.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -79647.375000 Penalty: 2159.654541
	Iteration 10Q: 3 clusters Score -79647.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -79656.265625 Penalty: 2159.654541
	Iteration 11Q: 3 clusters Score -79656.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -79659.218750 Penalty: 2159.654541
	Iteration 12Q: 3 clusters Score -79659.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -79665.203125 Penalty: 2159.654541
	Iteration 13Q: 3 clusters Score -79665.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -79669.656250 Penalty: 2159.654541
	Iteration 14Q: 3 clusters Score -79669.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -79680.203125 Penalty: 2159.654541
	Iteration 15Q: 3 clusters Score -79680.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -79694.843750 Penalty: 2159.654541
	Iteration 16Q: 3 clusters Score -79694.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -79702.562500 Penalty: 2159.654541
	Iteration 17Q: 3 clusters Score -79702.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -79709.734375 Penalty: 2159.654541
	Iteration 18Q: 3 clusters Score -79709.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -79719.929688 Penalty: 2159.654541
	Iteration 19Q: 3 clusters Score -79719.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -79731.750000 Penalty: 2159.654541
	Iteration 20F: 3 clusters Score -79731.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -79740.757812 Penalty: 2159.654541
	Iteration 21Q: 3 clusters Score -79740.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -79740.757812 Penalty: 2159.654541
	Iteration 22F: 3 clusters Score -79740.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 84850 members 
Mstep: Class 2 contains 44561 members 
Mstep: Class 3 contains 16559 members 
Mstep: Class 4 contains 11301 members 
Mstep: Class 5 contains 69956 members 
Mstep: Class 6 contains 43889 members 
Mstep: Class 7 contains 206 members 
Mstep: Class 8 contains 76021 members 
Mstep: Class 9 contains 197097 members 
Mstep: Class 10 contains 83401 members 
Mstep: Class 11 contains 11343 members 
Mstep: Class 12 contains 9635 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 78020 members 
Mstep: Class 16 contains 19543 members 
Mstep: Class 17 contains 15885 members 
Mstep: Class 18 contains 12921 members 
Mstep: Class 19 contains 55418 members 
Mstep: Class 20 contains 1100 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1465 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 25 contains 102952 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 430 members 
Mstep: Class 29 contains 79027 members 
Mstep: Class 30 contains 76689 members 
Mstep: Class 31 contains 5929 members 
Mstep: Class 32 contains 16929 members 
Mstep: Class 33 contains 369 members 
Mstep: Class 34 contains 3821 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 28223 members 
Mstep: Class 37 contains 107935 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 41 contains 27439 members 
Mstep: Class 42 contains 566 members 
Mstep: Class 43 contains 68759 members 
Mstep: Class 44 contains 93032 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 470 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 17651 members 
Mstep: Class 50 contains 99633 members 
Mstep: Class 51 contains 59308 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194755040.000000 Penalty: 121337.851562
Iteration 279Q: 53 clusters Score -1.94755e+08 nChanged 10935
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 84901 members 
Mstep: Class 2 contains 44571 members 
Mstep: Class 3 contains 16593 members 
Mstep: Class 4 contains 11300 members 
Mstep: Class 5 contains 69956 members 
Mstep: Class 6 contains 43886 members 
Mstep: Class 7 contains 227 members 
Mstep: Class 8 contains 75599 members 
Mstep: Class 9 contains 197098 members 
Mstep: Class 10 contains 85316 members 
Mstep: Class 11 contains 11350 members 
Mstep: Class 12 contains 9641 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 78506 members 
Mstep: Class 16 contains 19543 members 
Mstep: Class 17 contains 15886 members 
Mstep: Class 18 contains 12921 members 
Mstep: Class 19 contains 56233 members 
Mstep: Class 20 contains 1099 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1470 members 
Mstep: Class 23 contains 560 members 
Mstep: Class 24 contains 45919 members 
Mstep: Class 25 contains 102267 members 
Mstep: Class 26 contains 209 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 242 members 
Mstep: Class 29 contains 78806 members 
Mstep: Class 30 contains 76683 members 
Mstep: Class 31 contains 5934 members 
Mstep: Class 32 contains 15931 members 
Mstep: Class 33 contains 371 members 
Mstep: Class 34 contains 3821 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 28197 members 
Mstep: Class 37 contains 108134 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 47987 members 
Mstep: Class 41 contains 27435 members 
Mstep: Class 42 contains 566 members 
Mstep: Class 43 contains 68677 members 
Mstep: Class 44 contains 93591 members 
Mstep: Class 45 contains 240 members 
Mstep: Class 46 contains 465 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 317 members 
Mstep: Class 49 contains 17376 members 
Mstep: Class 50 contains 99447 members 
Mstep: Class 51 contains 58193 members 
Mstep: Class 52 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194757696.000000 Penalty: 121337.851562
Iteration 280F: 53 clusters Score -1.947577e+08 nChanged 13835
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 84729 members 
Mstep: Class 2 contains 44543 members 
Mstep: Class 3 contains 15708 members 
Mstep: Class 4 contains 11301 members 
Mstep: Class 5 contains 69873 members 
Mstep: Class 6 contains 43888 members 
Mstep: Class 7 contains 247 members 
Mstep: Class 8 contains 75111 members 
Mstep: Class 9 contains 197090 members 
Mstep: Class 10 contains 87711 members 
Mstep: Class 11 contains 11352 members 
Mstep: Class 12 contains 9643 members 
Mstep: Class 13 contains 180 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 76911 members 
Mstep: Class 16 contains 19541 members 
Mstep: Class 17 contains 15887 members 
Mstep: Class 18 contains 12921 members 
Mstep: Class 19 contains 56899 members 
Mstep: Class 20 contains 1099 members 
Mstep: Class 21 contains 505 members 
Mstep: Class 22 contains 1469 members 
Mstep: Class 23 contains 548 members 
Mstep: Class 24 contains 47548 members 
Mstep: Class 25 contains 101381 members 
Mstep: Class 26 contains 203 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 259 members 
Mstep: Class 29 contains 78305 members 
Mstep: Class 30 contains 76681 members 
Mstep: Class 31 contains 5936 members 
Mstep: Class 32 contains 16898 members 
Mstep: Class 33 contains 368 members 
Mstep: Class 34 contains 3821 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 28163 members 
Mstep: Class 37 contains 108150 members 
Mstep: Class 38 contains 428 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 49473 members 
Mstep: Class 41 contains 27431 members 
Mstep: Class 42 contains 566 members 
Mstep: Class 43 contains 68629 members 
Mstep: Class 44 contains 94146 members 
Mstep: Class 45 contains 235 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 312 members 
Mstep: Class 49 contains 17173 members 
Mstep: Class 50 contains 99085 members 
Mstep: Class 51 contains 55771 members 
Mstep: Class 52 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194760304.000000 Penalty: 121337.851562
Iteration 281Q: 53 clusters Score -1.947603e+08 nChanged 12952
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 84570 members 
Mstep: Class 2 contains 44503 members 
Mstep: Class 3 contains 14998 members 
Mstep: Class 4 contains 11302 members 
Mstep: Class 5 contains 70050 members 
Mstep: Class 6 contains 43881 members 
Mstep: Class 7 contains 257 members 
Mstep: Class 8 contains 74692 members 
Mstep: Class 9 contains 197065 members 
Mstep: Class 10 contains 90239 members 
Mstep: Class 11 contains 11355 members 
Mstep: Class 12 contains 9645 members 
Mstep: Class 13 contains 181 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 75470 members 
Mstep: Class 16 contains 19544 members 
Mstep: Class 17 contains 15887 members 
Mstep: Class 18 contains 12922 members 
Mstep: Class 19 contains 57756 members 
Mstep: Class 20 contains 1099 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1466 members 
Mstep: Class 23 contains 542 members 
Mstep: Class 24 contains 48602 members 
Mstep: Class 25 contains 100370 members 
Mstep: Class 26 contains 198 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 266 members 
Mstep: Class 29 contains 77937 members 
Mstep: Class 30 contains 76679 members 
Mstep: Class 31 contains 5938 members 
Mstep: Class 32 contains 18026 members 
Mstep: Class 33 contains 372 members 
Mstep: Class 34 contains 3821 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 28126 members 
Mstep: Class 37 contains 108170 members 
Mstep: Class 38 contains 426 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 50302 members 
Mstep: Class 41 contains 27422 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 68564 members 
Mstep: Class 44 contains 94565 members 
Mstep: Class 45 contains 234 members 
Mstep: Class 46 contains 457 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 307 members 
Mstep: Class 49 contains 17087 members 
Mstep: Class 50 contains 98714 members 
Mstep: Class 51 contains 53498 members 
Mstep: Class 52 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194761712.000000 Penalty: 121337.851562
Iteration 282Q: 53 clusters Score -1.947617e+08 nChanged 12563
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 84450 members 
Mstep: Class 2 contains 44478 members 
Mstep: Class 3 contains 14377 members 
Mstep: Class 4 contains 11301 members 
Mstep: Class 5 contains 70286 members 
Mstep: Class 6 contains 43866 members 
Mstep: Class 7 contains 264 members 
Mstep: Class 8 contains 74320 members 
Mstep: Class 9 contains 197049 members 
Mstep: Class 10 contains 93211 members 
Mstep: Class 11 contains 11356 members 
Mstep: Class 12 contains 9645 members 
Mstep: Class 13 contains 180 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 74208 members 
Mstep: Class 16 contains 19550 members 
Mstep: Class 17 contains 15888 members 
Mstep: Class 18 contains 12922 members 
Mstep: Class 19 contains 58673 members 
Mstep: Class 20 contains 1099 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1464 members 
Mstep: Class 23 contains 538 members 
Mstep: Class 24 contains 49602 members 
Mstep: Class 25 contains 99024 members 
Mstep: Class 26 contains 198 members 
Mstep: Class 27 contains 432 members 
Mstep: Class 28 contains 266 members 
Mstep: Class 29 contains 77706 members 
Mstep: Class 30 contains 76678 members 
Mstep: Class 31 contains 5926 members 
Mstep: Class 32 contains 18990 members 
Mstep: Class 33 contains 375 members 
Mstep: Class 34 contains 3820 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 28089 members 
Mstep: Class 37 contains 108231 members 
Mstep: Class 38 contains 426 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 50699 members 
Mstep: Class 41 contains 27418 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 68507 members 
Mstep: Class 44 contains 94860 members 
Mstep: Class 45 contains 235 members 
Mstep: Class 46 contains 458 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 302 members 
Mstep: Class 49 contains 17065 members 
Mstep: Class 50 contains 98131 members 
Mstep: Class 51 contains 51373 members 
Mstep: Class 52 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194763056.000000 Penalty: 121337.851562
Iteration 283Q: 53 clusters Score -1.947631e+08 nChanged 12835
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 84402 members 
Mstep: Class 2 contains 44453 members 
Mstep: Class 3 contains 13830 members 
Mstep: Class 4 contains 11301 members 
Mstep: Class 5 contains 70736 members 
Mstep: Class 6 contains 43854 members 
Mstep: Class 7 contains 269 members 
Mstep: Class 8 contains 73946 members 
Mstep: Class 9 contains 197039 members 
Mstep: Class 10 contains 96402 members 
Mstep: Class 11 contains 11355 members 
Mstep: Class 12 contains 9644 members 
Mstep: Class 13 contains 178 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 73291 members 
Mstep: Class 16 contains 19559 members 
Mstep: Class 17 contains 15888 members 
Mstep: Class 18 contains 12922 members 
Mstep: Class 19 contains 59531 members 
Mstep: Class 20 contains 1099 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1463 members 
Mstep: Class 23 contains 535 members 
Mstep: Class 24 contains 50552 members 
Mstep: Class 25 contains 97925 members 
Mstep: Class 26 contains 198 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 264 members 
Mstep: Class 29 contains 77513 members 
Mstep: Class 30 contains 76674 members 
Mstep: Class 31 contains 5931 members 
Mstep: Class 32 contains 19757 members 
Mstep: Class 33 contains 379 members 
Mstep: Class 34 contains 3819 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 28057 members 
Mstep: Class 37 contains 107955 members 
Mstep: Class 38 contains 427 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 50864 members 
Mstep: Class 41 contains 27409 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 68447 members 
Mstep: Class 44 contains 95079 members 
Mstep: Class 45 contains 235 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 300 members 
Mstep: Class 49 contains 17059 members 
Mstep: Class 50 contains 97151 members 
Mstep: Class 51 contains 49354 members 
Mstep: Class 52 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194763392.000000 Penalty: 121337.851562
Iteration 284Q: 53 clusters Score -1.947634e+08 nChanged 13510
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 84372 members 
Mstep: Class 2 contains 44446 members 
Mstep: Class 3 contains 13356 members 
Mstep: Class 4 contains 11300 members 
Mstep: Class 5 contains 71374 members 
Mstep: Class 6 contains 43848 members 
Mstep: Class 7 contains 274 members 
Mstep: Class 8 contains 73622 members 
Mstep: Class 9 contains 197037 members 
Mstep: Class 10 contains 99799 members 
Mstep: Class 11 contains 11356 members 
Mstep: Class 12 contains 9652 members 
Mstep: Class 13 contains 176 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 72410 members 
Mstep: Class 16 contains 19560 members 
Mstep: Class 17 contains 15889 members 
Mstep: Class 18 contains 12923 members 
Mstep: Class 19 contains 60392 members 
Mstep: Class 20 contains 1099 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1463 members 
Mstep: Class 23 contains 531 members 
Mstep: Class 24 contains 51330 members 
Mstep: Class 25 contains 96643 members 
Mstep: Class 26 contains 200 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 262 members 
Mstep: Class 29 contains 77398 members 
Mstep: Class 30 contains 76668 members 
Mstep: Class 31 contains 5920 members 
Mstep: Class 32 contains 20880 members 
Mstep: Class 33 contains 378 members 
Mstep: Class 34 contains 3819 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 28048 members 
Mstep: Class 37 contains 107401 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 747 members 
Mstep: Class 40 contains 50917 members 
Mstep: Class 41 contains 27403 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 68380 members 
Mstep: Class 44 contains 94980 members 
Mstep: Class 45 contains 235 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 297 members 
Mstep: Class 49 contains 17020 members 
Mstep: Class 50 contains 96082 members 
Mstep: Class 51 contains 47475 members 
Mstep: Class 52 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194763728.000000 Penalty: 121337.851562
Iteration 285Q: 53 clusters Score -1.947637e+08 nChanged 13023
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 84271 members 
Mstep: Class 2 contains 44461 members 
Mstep: Class 3 contains 12917 members 
Mstep: Class 4 contains 11299 members 
Mstep: Class 5 contains 72080 members 
Mstep: Class 6 contains 43848 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 73315 members 
Mstep: Class 9 contains 197026 members 
Mstep: Class 10 contains 102859 members 
Mstep: Class 11 contains 11360 members 
Mstep: Class 12 contains 9650 members 
Mstep: Class 13 contains 175 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 71933 members 
Mstep: Class 16 contains 19562 members 
Mstep: Class 17 contains 15890 members 
Mstep: Class 18 contains 12922 members 
Mstep: Class 19 contains 61129 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1460 members 
Mstep: Class 23 contains 530 members 
Mstep: Class 24 contains 52234 members 
Mstep: Class 25 contains 96358 members 
Mstep: Class 26 contains 198 members 
Mstep: Class 27 contains 436 members 
Mstep: Class 28 contains 260 members 
Mstep: Class 29 contains 77290 members 
Mstep: Class 30 contains 76667 members 
Mstep: Class 31 contains 5916 members 
Mstep: Class 32 contains 21347 members 
Mstep: Class 33 contains 379 members 
Mstep: Class 34 contains 3818 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 28035 members 
Mstep: Class 37 contains 106740 members 
Mstep: Class 38 contains 431 members 
Mstep: Class 39 contains 747 members 
Mstep: Class 40 contains 50792 members 
Mstep: Class 41 contains 27400 members 
Mstep: Class 42 contains 567 members 
Mstep: Class 43 contains 68324 members 
Mstep: Class 44 contains 94864 members 
Mstep: Class 45 contains 236 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 17014 members 
Mstep: Class 50 contains 94678 members 
Mstep: Class 51 contains 45704 members 
Mstep: Class 52 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194764224.000000 Penalty: 121337.851562
Iteration 286Q: 53 clusters Score -1.947642e+08 nChanged 12074
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 84146 members 
Mstep: Class 2 contains 44486 members 
Mstep: Class 3 contains 12449 members 
Mstep: Class 4 contains 11298 members 
Mstep: Class 5 contains 72805 members 
Mstep: Class 6 contains 43841 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 72983 members 
Mstep: Class 9 contains 197016 members 
Mstep: Class 10 contains 105382 members 
Mstep: Class 11 contains 11360 members 
Mstep: Class 12 contains 9652 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 15 contains 71334 members 
Mstep: Class 16 contains 19567 members 
Mstep: Class 17 contains 15889 members 
Mstep: Class 18 contains 12922 members 
Mstep: Class 19 contains 61780 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1460 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 53080 members 
Mstep: Class 25 contains 96386 members 
Mstep: Class 26 contains 197 members 
Mstep: Class 27 contains 438 members 
Mstep: Class 28 contains 260 members 
Mstep: Class 29 contains 77220 members 
Mstep: Class 30 contains 76660 members 
Mstep: Class 31 contains 5904 members 
Mstep: Class 32 contains 21932 members 
Mstep: Class 33 contains 377 members 
Mstep: Class 34 contains 3818 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 28022 members 
Mstep: Class 37 contains 106091 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 50612 members 
Mstep: Class 41 contains 27394 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 68321 members 
Mstep: Class 44 contains 94575 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 459 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 296 members 
Mstep: Class 49 contains 17040 members 
Mstep: Class 50 contains 93592 members 
Mstep: Class 51 contains 44146 members 
Mstep: Class 52 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194764288.000000 Penalty: 121337.851562
Iteration 287Q: 53 clusters Score -1.947643e+08 nChanged 11001
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 84063 members 
Mstep: Class 2 contains 44502 members 
Mstep: Class 3 contains 11961 members 
Mstep: Class 4 contains 11297 members 
Mstep: Class 5 contains 73559 members 
Mstep: Class 6 contains 43833 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 72716 members 
Mstep: Class 9 contains 197011 members 
Mstep: Class 10 contains 107523 members 
Mstep: Class 11 contains 11359 members 
Mstep: Class 12 contains 9657 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 15 contains 70683 members 
Mstep: Class 16 contains 19570 members 
Mstep: Class 17 contains 15890 members 
Mstep: Class 18 contains 12922 members 
Mstep: Class 19 contains 62469 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1460 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 54017 members 
Mstep: Class 25 contains 97020 members 
Mstep: Class 26 contains 197 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 260 members 
Mstep: Class 29 contains 77165 members 
Mstep: Class 30 contains 76652 members 
Mstep: Class 31 contains 5902 members 
Mstep: Class 32 contains 22074 members 
Mstep: Class 33 contains 377 members 
Mstep: Class 34 contains 3819 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27996 members 
Mstep: Class 37 contains 105507 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 50347 members 
Mstep: Class 41 contains 27386 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 68303 members 
Mstep: Class 44 contains 94355 members 
Mstep: Class 45 contains 239 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 17071 members 
Mstep: Class 50 contains 92416 members 
Mstep: Class 51 contains 42658 members 
Mstep: Class 52 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194764944.000000 Penalty: 121337.851562
Iteration 288Q: 53 clusters Score -1.947649e+08 nChanged 9858
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83997 members 
Mstep: Class 2 contains 44498 members 
Mstep: Class 3 contains 11444 members 
Mstep: Class 4 contains 11296 members 
Mstep: Class 5 contains 74457 members 
Mstep: Class 6 contains 43828 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 72404 members 
Mstep: Class 9 contains 197012 members 
Mstep: Class 10 contains 108758 members 
Mstep: Class 11 contains 11360 members 
Mstep: Class 12 contains 9659 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 15 contains 70047 members 
Mstep: Class 16 contains 19566 members 
Mstep: Class 17 contains 15890 members 
Mstep: Class 18 contains 12922 members 
Mstep: Class 19 contains 63164 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1460 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 54922 members 
Mstep: Class 25 contains 98271 members 
Mstep: Class 26 contains 197 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 260 members 
Mstep: Class 29 contains 77078 members 
Mstep: Class 30 contains 76645 members 
Mstep: Class 31 contains 5887 members 
Mstep: Class 32 contains 22178 members 
Mstep: Class 33 contains 377 members 
Mstep: Class 34 contains 3820 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27983 members 
Mstep: Class 37 contains 104863 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 50036 members 
Mstep: Class 41 contains 27374 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 68293 members 
Mstep: Class 44 contains 94154 members 
Mstep: Class 45 contains 239 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 17137 members 
Mstep: Class 50 contains 91521 members 
Mstep: Class 51 contains 41239 members 
Mstep: Class 52 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194764992.000000 Penalty: 121337.851562
Iteration 289Q: 53 clusters Score -1.94765e+08 nChanged 8655
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83946 members 
Mstep: Class 2 contains 44501 members 
Mstep: Class 3 contains 10936 members 
Mstep: Class 4 contains 11296 members 
Mstep: Class 5 contains 75385 members 
Mstep: Class 6 contains 43821 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 72068 members 
Mstep: Class 9 contains 197003 members 
Mstep: Class 10 contains 109746 members 
Mstep: Class 11 contains 11362 members 
Mstep: Class 12 contains 9658 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 69527 members 
Mstep: Class 16 contains 19566 members 
Mstep: Class 17 contains 15890 members 
Mstep: Class 18 contains 12922 members 
Mstep: Class 19 contains 63781 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1459 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 55876 members 
Mstep: Class 25 contains 99335 members 
Mstep: Class 26 contains 197 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 260 members 
Mstep: Class 29 contains 76989 members 
Mstep: Class 30 contains 76641 members 
Mstep: Class 31 contains 5863 members 
Mstep: Class 32 contains 21854 members 
Mstep: Class 33 contains 377 members 
Mstep: Class 34 contains 3820 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27962 members 
Mstep: Class 37 contains 104150 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 49800 members 
Mstep: Class 41 contains 27364 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 68285 members 
Mstep: Class 44 contains 94072 members 
Mstep: Class 45 contains 239 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 17172 members 
Mstep: Class 50 contains 91136 members 
Mstep: Class 51 contains 39978 members 
Mstep: Class 52 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194764640.000000 Penalty: 121337.851562
Iteration 290Q: 53 clusters Score -1.947646e+08 nChanged 8193
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83884 members 
Mstep: Class 2 contains 44518 members 
Mstep: Class 3 contains 10430 members 
Mstep: Class 4 contains 11295 members 
Mstep: Class 5 contains 76280 members 
Mstep: Class 6 contains 43820 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 71754 members 
Mstep: Class 9 contains 196997 members 
Mstep: Class 10 contains 110263 members 
Mstep: Class 11 contains 11363 members 
Mstep: Class 12 contains 9651 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 15 contains 69161 members 
Mstep: Class 16 contains 19564 members 
Mstep: Class 17 contains 15893 members 
Mstep: Class 18 contains 12923 members 
Mstep: Class 19 contains 64410 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1459 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 56855 members 
Mstep: Class 25 contains 100723 members 
Mstep: Class 26 contains 197 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 260 members 
Mstep: Class 29 contains 76884 members 
Mstep: Class 30 contains 76627 members 
Mstep: Class 31 contains 5836 members 
Mstep: Class 32 contains 21286 members 
Mstep: Class 33 contains 377 members 
Mstep: Class 34 contains 3821 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27958 members 
Mstep: Class 37 contains 103482 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 49593 members 
Mstep: Class 41 contains 27354 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 68273 members 
Mstep: Class 44 contains 94093 members 
Mstep: Class 45 contains 239 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 17203 members 
Mstep: Class 50 contains 90732 members 
Mstep: Class 51 contains 38778 members 
Mstep: Class 52 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194764576.000000 Penalty: 121337.851562
Iteration 291Q: 53 clusters Score -1.947646e+08 nChanged 8125
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83803 members 
Mstep: Class 2 contains 44515 members 
Mstep: Class 3 contains 9886 members 
Mstep: Class 4 contains 11295 members 
Mstep: Class 5 contains 77318 members 
Mstep: Class 6 contains 43812 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 71434 members 
Mstep: Class 9 contains 196999 members 
Mstep: Class 10 contains 110641 members 
Mstep: Class 11 contains 11365 members 
Mstep: Class 12 contains 9646 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 15 contains 68992 members 
Mstep: Class 16 contains 19560 members 
Mstep: Class 17 contains 15891 members 
Mstep: Class 18 contains 12923 members 
Mstep: Class 19 contains 64972 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1459 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 57738 members 
Mstep: Class 25 contains 102041 members 
Mstep: Class 26 contains 197 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 260 members 
Mstep: Class 29 contains 76816 members 
Mstep: Class 30 contains 76623 members 
Mstep: Class 31 contains 5811 members 
Mstep: Class 32 contains 20388 members 
Mstep: Class 33 contains 377 members 
Mstep: Class 34 contains 3821 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27950 members 
Mstep: Class 37 contains 102717 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 49421 members 
Mstep: Class 41 contains 27350 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 68279 members 
Mstep: Class 44 contains 94066 members 
Mstep: Class 45 contains 239 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 17213 members 
Mstep: Class 50 contains 90721 members 
Mstep: Class 51 contains 37697 members 
Mstep: Class 52 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194764032.000000 Penalty: 121337.851562
Iteration 292Q: 53 clusters Score -1.94764e+08 nChanged 8044
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83727 members 
Mstep: Class 2 contains 44511 members 
Mstep: Class 3 contains 9401 members 
Mstep: Class 4 contains 11292 members 
Mstep: Class 5 contains 78634 members 
Mstep: Class 6 contains 43815 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 71148 members 
Mstep: Class 9 contains 196991 members 
Mstep: Class 10 contains 110581 members 
Mstep: Class 11 contains 11366 members 
Mstep: Class 12 contains 9645 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 15 contains 68837 members 
Mstep: Class 16 contains 19557 members 
Mstep: Class 17 contains 15891 members 
Mstep: Class 18 contains 12922 members 
Mstep: Class 19 contains 65604 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1459 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 58402 members 
Mstep: Class 25 contains 103331 members 
Mstep: Class 26 contains 197 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 260 members 
Mstep: Class 29 contains 76751 members 
Mstep: Class 30 contains 76610 members 
Mstep: Class 31 contains 5777 members 
Mstep: Class 32 contains 19438 members 
Mstep: Class 33 contains 377 members 
Mstep: Class 34 contains 3821 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27934 members 
Mstep: Class 37 contains 101837 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 49246 members 
Mstep: Class 41 contains 27351 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 68278 members 
Mstep: Class 44 contains 94046 members 
Mstep: Class 45 contains 239 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 17231 members 
Mstep: Class 50 contains 91046 members 
Mstep: Class 51 contains 36683 members 
Mstep: Class 52 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194763440.000000 Penalty: 121337.851562
Iteration 293Q: 53 clusters Score -1.947634e+08 nChanged 8467
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83719 members 
Mstep: Class 2 contains 44513 members 
Mstep: Class 3 contains 8954 members 
Mstep: Class 4 contains 11291 members 
Mstep: Class 5 contains 79941 members 
Mstep: Class 6 contains 43819 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 70894 members 
Mstep: Class 9 contains 196995 members 
Mstep: Class 10 contains 110056 members 
Mstep: Class 11 contains 11366 members 
Mstep: Class 12 contains 9643 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 15 contains 68608 members 
Mstep: Class 16 contains 19557 members 
Mstep: Class 17 contains 15891 members 
Mstep: Class 18 contains 12922 members 
Mstep: Class 19 contains 66112 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1459 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 59080 members 
Mstep: Class 25 contains 104677 members 
Mstep: Class 26 contains 197 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 260 members 
Mstep: Class 29 contains 76714 members 
Mstep: Class 30 contains 76603 members 
Mstep: Class 31 contains 5736 members 
Mstep: Class 32 contains 18347 members 
Mstep: Class 33 contains 377 members 
Mstep: Class 34 contains 3820 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27924 members 
Mstep: Class 37 contains 100924 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 49234 members 
Mstep: Class 41 contains 27345 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 68278 members 
Mstep: Class 44 contains 93999 members 
Mstep: Class 45 contains 239 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 17247 members 
Mstep: Class 50 contains 91753 members 
Mstep: Class 51 contains 35742 members 
Mstep: Class 52 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194763888.000000 Penalty: 121337.851562
Iteration 294Q: 53 clusters Score -1.947639e+08 nChanged 9730
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83697 members 
Mstep: Class 2 contains 44517 members 
Mstep: Class 3 contains 8516 members 
Mstep: Class 4 contains 11291 members 
Mstep: Class 5 contains 81390 members 
Mstep: Class 6 contains 43815 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 70597 members 
Mstep: Class 9 contains 197004 members 
Mstep: Class 10 contains 109735 members 
Mstep: Class 11 contains 11366 members 
Mstep: Class 12 contains 9641 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 15 contains 68340 members 
Mstep: Class 16 contains 19554 members 
Mstep: Class 17 contains 15892 members 
Mstep: Class 18 contains 12923 members 
Mstep: Class 19 contains 66689 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1459 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 59758 members 
Mstep: Class 25 contains 105974 members 
Mstep: Class 26 contains 197 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 260 members 
Mstep: Class 29 contains 76675 members 
Mstep: Class 30 contains 76598 members 
Mstep: Class 31 contains 5708 members 
Mstep: Class 32 contains 16712 members 
Mstep: Class 33 contains 377 members 
Mstep: Class 34 contains 3820 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27923 members 
Mstep: Class 37 contains 99889 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 49218 members 
Mstep: Class 41 contains 27340 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 68275 members 
Mstep: Class 44 contains 94067 members 
Mstep: Class 45 contains 239 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 17257 members 
Mstep: Class 50 contains 92699 members 
Mstep: Class 51 contains 34824 members 
Mstep: Class 52 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194762688.000000 Penalty: 121337.851562
Iteration 295Q: 53 clusters Score -1.947627e+08 nChanged 10498
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83686 members 
Mstep: Class 2 contains 44510 members 
Mstep: Class 3 contains 8053 members 
Mstep: Class 4 contains 11290 members 
Mstep: Class 5 contains 83030 members 
Mstep: Class 6 contains 43810 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 70317 members 
Mstep: Class 9 contains 197000 members 
Mstep: Class 10 contains 109025 members 
Mstep: Class 11 contains 11366 members 
Mstep: Class 12 contains 9641 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 15 contains 68032 members 
Mstep: Class 16 contains 19558 members 
Mstep: Class 17 contains 15892 members 
Mstep: Class 18 contains 12920 members 
Mstep: Class 19 contains 67184 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1459 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 60392 members 
Mstep: Class 25 contains 107351 members 
Mstep: Class 26 contains 197 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 260 members 
Mstep: Class 29 contains 76609 members 
Mstep: Class 30 contains 76599 members 
Mstep: Class 31 contains 5674 members 
Mstep: Class 32 contains 15162 members 
Mstep: Class 33 contains 377 members 
Mstep: Class 34 contains 3819 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27907 members 
Mstep: Class 37 contains 98659 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 49376 members 
Mstep: Class 41 contains 27339 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 68276 members 
Mstep: Class 44 contains 94081 members 
Mstep: Class 45 contains 239 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 17298 members 
Mstep: Class 50 contains 93938 members 
Mstep: Class 51 contains 33910 members 
Mstep: Class 52 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194762528.000000 Penalty: 121337.851562
Iteration 296Q: 53 clusters Score -1.947625e+08 nChanged 11553
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83686 members 
Mstep: Class 2 contains 44533 members 
Mstep: Class 3 contains 7641 members 
Mstep: Class 4 contains 11289 members 
Mstep: Class 5 contains 84744 members 
Mstep: Class 6 contains 43805 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 70064 members 
Mstep: Class 9 contains 196995 members 
Mstep: Class 10 contains 107937 members 
Mstep: Class 11 contains 11367 members 
Mstep: Class 12 contains 9645 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 15 contains 67569 members 
Mstep: Class 16 contains 19557 members 
Mstep: Class 17 contains 15892 members 
Mstep: Class 18 contains 12918 members 
Mstep: Class 19 contains 67727 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1459 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 60982 members 
Mstep: Class 25 contains 108648 members 
Mstep: Class 26 contains 197 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 260 members 
Mstep: Class 29 contains 76572 members 
Mstep: Class 30 contains 76589 members 
Mstep: Class 31 contains 5647 members 
Mstep: Class 32 contains 13721 members 
Mstep: Class 33 contains 377 members 
Mstep: Class 34 contains 3820 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27899 members 
Mstep: Class 37 contains 97338 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 49647 members 
Mstep: Class 41 contains 27338 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 68254 members 
Mstep: Class 44 contains 94043 members 
Mstep: Class 45 contains 239 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 17340 members 
Mstep: Class 50 contains 95538 members 
Mstep: Class 51 contains 32959 members 
Mstep: Class 52 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194762560.000000 Penalty: 121337.851562
Iteration 297Q: 53 clusters Score -1.947626e+08 nChanged 12257
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83686 members 
Mstep: Class 2 contains 44562 members 
Mstep: Class 3 contains 7271 members 
Mstep: Class 4 contains 11288 members 
Mstep: Class 5 contains 86668 members 
Mstep: Class 6 contains 43802 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 69804 members 
Mstep: Class 9 contains 196996 members 
Mstep: Class 10 contains 106691 members 
Mstep: Class 11 contains 11370 members 
Mstep: Class 12 contains 9639 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 15 contains 66972 members 
Mstep: Class 16 contains 19559 members 
Mstep: Class 17 contains 15893 members 
Mstep: Class 18 contains 12920 members 
Mstep: Class 19 contains 68327 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1459 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 61513 members 
Mstep: Class 25 contains 109785 members 
Mstep: Class 26 contains 197 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 260 members 
Mstep: Class 29 contains 76590 members 
Mstep: Class 30 contains 76585 members 
Mstep: Class 31 contains 5618 members 
Mstep: Class 32 contains 12318 members 
Mstep: Class 33 contains 377 members 
Mstep: Class 34 contains 3820 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27882 members 
Mstep: Class 37 contains 95837 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 49887 members 
Mstep: Class 41 contains 27339 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 68232 members 
Mstep: Class 44 contains 93952 members 
Mstep: Class 45 contains 239 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 17355 members 
Mstep: Class 50 contains 97423 members 
Mstep: Class 51 contains 32120 members 
Mstep: Class 52 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194763040.000000 Penalty: 121337.851562
Iteration 298Q: 53 clusters Score -1.94763e+08 nChanged 12360
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83722 members 
Mstep: Class 2 contains 44569 members 
Mstep: Class 3 contains 6930 members 
Mstep: Class 4 contains 11285 members 
Mstep: Class 5 contains 88541 members 
Mstep: Class 6 contains 43801 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 69519 members 
Mstep: Class 9 contains 196992 members 
Mstep: Class 10 contains 105199 members 
Mstep: Class 11 contains 11373 members 
Mstep: Class 12 contains 9642 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 15 contains 66380 members 
Mstep: Class 16 contains 19557 members 
Mstep: Class 17 contains 15893 members 
Mstep: Class 18 contains 12920 members 
Mstep: Class 19 contains 68873 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1458 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 62024 members 
Mstep: Class 25 contains 110314 members 
Mstep: Class 26 contains 197 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 260 members 
Mstep: Class 29 contains 76641 members 
Mstep: Class 30 contains 76578 members 
Mstep: Class 31 contains 5596 members 
Mstep: Class 32 contains 11223 members 
Mstep: Class 33 contains 377 members 
Mstep: Class 34 contains 3820 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27856 members 
Mstep: Class 37 contains 94297 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 50227 members 
Mstep: Class 41 contains 27339 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 68244 members 
Mstep: Class 44 contains 94158 members 
Mstep: Class 45 contains 239 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 17397 members 
Mstep: Class 50 contains 99495 members 
Mstep: Class 51 contains 31300 members 
Mstep: Class 52 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194763728.000000 Penalty: 121337.851562
Iteration 299Q: 53 clusters Score -1.947637e+08 nChanged 12076
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83781 members 
Mstep: Class 2 contains 44571 members 
Mstep: Class 3 contains 6571 members 
Mstep: Class 4 contains 11284 members 
Mstep: Class 5 contains 90052 members 
Mstep: Class 6 contains 43801 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 69271 members 
Mstep: Class 9 contains 196994 members 
Mstep: Class 10 contains 103992 members 
Mstep: Class 11 contains 11379 members 
Mstep: Class 12 contains 9640 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 15 contains 65978 members 
Mstep: Class 16 contains 19557 members 
Mstep: Class 17 contains 15893 members 
Mstep: Class 18 contains 12921 members 
Mstep: Class 19 contains 69329 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1456 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 62606 members 
Mstep: Class 25 contains 109730 members 
Mstep: Class 26 contains 197 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 260 members 
Mstep: Class 29 contains 76636 members 
Mstep: Class 30 contains 76567 members 
Mstep: Class 31 contains 5570 members 
Mstep: Class 32 contains 10240 members 
Mstep: Class 33 contains 377 members 
Mstep: Class 34 contains 3820 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27837 members 
Mstep: Class 37 contains 92854 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 50581 members 
Mstep: Class 41 contains 27338 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 68241 members 
Mstep: Class 44 contains 94715 members 
Mstep: Class 45 contains 239 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 17441 members 
Mstep: Class 50 contains 101951 members 
Mstep: Class 51 contains 30565 members 
Mstep: Class 52 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194765248.000000 Penalty: 121337.851562
Iteration 300F: 53 clusters Score -1.947652e+08 nChanged 13478
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83794 members 
Mstep: Class 2 contains 44582 members 
Mstep: Class 3 contains 6283 members 
Mstep: Class 4 contains 11284 members 
Mstep: Class 5 contains 91641 members 
Mstep: Class 6 contains 43801 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 69066 members 
Mstep: Class 9 contains 196981 members 
Mstep: Class 10 contains 102956 members 
Mstep: Class 11 contains 11385 members 
Mstep: Class 12 contains 9644 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 15 contains 64560 members 
Mstep: Class 16 contains 19555 members 
Mstep: Class 17 contains 15894 members 
Mstep: Class 18 contains 12921 members 
Mstep: Class 19 contains 69813 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1456 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 63160 members 
Mstep: Class 25 contains 108479 members 
Mstep: Class 26 contains 197 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 261 members 
Mstep: Class 29 contains 76608 members 
Mstep: Class 30 contains 76555 members 
Mstep: Class 31 contains 5542 members 
Mstep: Class 32 contains 10681 members 
Mstep: Class 33 contains 377 members 
Mstep: Class 34 contains 3821 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27816 members 
Mstep: Class 37 contains 91178 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 50894 members 
Mstep: Class 41 contains 27338 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 68288 members 
Mstep: Class 44 contains 95884 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 17464 members 
Mstep: Class 50 contains 103982 members 
Mstep: Class 51 contains 29856 members 
Mstep: Class 52 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194765200.000000 Penalty: 121337.851562
Iteration 301Q: 53 clusters Score -1.947652e+08 nChanged 12870
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83781 members 
Mstep: Class 2 contains 44603 members 
Mstep: Class 3 contains 6044 members 
Mstep: Class 4 contains 11285 members 
Mstep: Class 5 contains 93463 members 
Mstep: Class 6 contains 43808 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 68945 members 
Mstep: Class 9 contains 196975 members 
Mstep: Class 10 contains 102754 members 
Mstep: Class 11 contains 11388 members 
Mstep: Class 12 contains 9646 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 15 contains 63427 members 
Mstep: Class 16 contains 19555 members 
Mstep: Class 17 contains 15897 members 
Mstep: Class 18 contains 12921 members 
Mstep: Class 19 contains 70260 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1457 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 63694 members 
Mstep: Class 25 contains 106454 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 76573 members 
Mstep: Class 30 contains 76542 members 
Mstep: Class 31 contains 5511 members 
Mstep: Class 32 contains 10957 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 3821 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27785 members 
Mstep: Class 37 contains 89133 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 746 members 
Mstep: Class 40 contains 51232 members 
Mstep: Class 41 contains 27336 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 68312 members 
Mstep: Class 44 contains 97290 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 17496 members 
Mstep: Class 50 contains 105694 members 
Mstep: Class 51 contains 29123 members 
Mstep: Class 52 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194764848.000000 Penalty: 121337.851562
Iteration 302Q: 53 clusters Score -1.947648e+08 nChanged 12925
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83787 members 
Mstep: Class 2 contains 44626 members 
Mstep: Class 3 contains 5766 members 
Mstep: Class 4 contains 11284 members 
Mstep: Class 5 contains 95003 members 
Mstep: Class 6 contains 43810 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 69000 members 
Mstep: Class 9 contains 196971 members 
Mstep: Class 10 contains 102982 members 
Mstep: Class 11 contains 11394 members 
Mstep: Class 12 contains 9646 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 15 contains 62100 members 
Mstep: Class 16 contains 19555 members 
Mstep: Class 17 contains 15898 members 
Mstep: Class 18 contains 12921 members 
Mstep: Class 19 contains 70746 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1457 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 64356 members 
Mstep: Class 25 contains 103883 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 76526 members 
Mstep: Class 30 contains 76541 members 
Mstep: Class 31 contains 5482 members 
Mstep: Class 32 contains 11619 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 3820 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27765 members 
Mstep: Class 37 contains 87187 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 51575 members 
Mstep: Class 41 contains 27334 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 68320 members 
Mstep: Class 44 contains 99013 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 17499 members 
Mstep: Class 50 contains 106891 members 
Mstep: Class 51 contains 28406 members 
Mstep: Class 52 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194765312.000000 Penalty: 121337.851562
Iteration 303Q: 53 clusters Score -1.947653e+08 nChanged 14322
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83820 members 
Mstep: Class 2 contains 44672 members 
Mstep: Class 3 contains 5529 members 
Mstep: Class 4 contains 11284 members 
Mstep: Class 5 contains 96491 members 
Mstep: Class 6 contains 43811 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 69315 members 
Mstep: Class 9 contains 196965 members 
Mstep: Class 10 contains 104088 members 
Mstep: Class 11 contains 11396 members 
Mstep: Class 12 contains 9644 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 15 contains 60191 members 
Mstep: Class 16 contains 19556 members 
Mstep: Class 17 contains 15899 members 
Mstep: Class 18 contains 12921 members 
Mstep: Class 19 contains 71202 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1456 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 65178 members 
Mstep: Class 25 contains 101261 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 76427 members 
Mstep: Class 30 contains 76533 members 
Mstep: Class 31 contains 5445 members 
Mstep: Class 32 contains 12410 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 3818 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27742 members 
Mstep: Class 37 contains 85242 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 51936 members 
Mstep: Class 41 contains 27335 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 68366 members 
Mstep: Class 44 contains 101068 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 17516 members 
Mstep: Class 50 contains 106945 members 
Mstep: Class 51 contains 27701 members 
Mstep: Class 52 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194764240.000000 Penalty: 121337.851562
Iteration 304Q: 53 clusters Score -1.947642e+08 nChanged 15043
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83855 members 
Mstep: Class 2 contains 44698 members 
Mstep: Class 3 contains 5310 members 
Mstep: Class 4 contains 11285 members 
Mstep: Class 5 contains 98084 members 
Mstep: Class 6 contains 43809 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 70055 members 
Mstep: Class 9 contains 196968 members 
Mstep: Class 10 contains 105830 members 
Mstep: Class 11 contains 11401 members 
Mstep: Class 12 contains 9633 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 15 contains 58185 members 
Mstep: Class 16 contains 19555 members 
Mstep: Class 17 contains 15901 members 
Mstep: Class 18 contains 12921 members 
Mstep: Class 19 contains 71602 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1457 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 66071 members 
Mstep: Class 25 contains 99000 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 76291 members 
Mstep: Class 30 contains 76525 members 
Mstep: Class 31 contains 5404 members 
Mstep: Class 32 contains 13184 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 3818 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27718 members 
Mstep: Class 37 contains 83048 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 52282 members 
Mstep: Class 41 contains 27337 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 68363 members 
Mstep: Class 44 contains 103038 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 17527 members 
Mstep: Class 50 contains 105987 members 
Mstep: Class 51 contains 27021 members 
Mstep: Class 52 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194763440.000000 Penalty: 121337.851562
Iteration 305Q: 53 clusters Score -1.947634e+08 nChanged 14008
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83916 members 
Mstep: Class 2 contains 44736 members 
Mstep: Class 3 contains 5072 members 
Mstep: Class 4 contains 11284 members 
Mstep: Class 5 contains 99333 members 
Mstep: Class 6 contains 43803 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 71233 members 
Mstep: Class 9 contains 196974 members 
Mstep: Class 10 contains 107668 members 
Mstep: Class 11 contains 11407 members 
Mstep: Class 12 contains 9632 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 15 contains 56843 members 
Mstep: Class 16 contains 19554 members 
Mstep: Class 17 contains 15902 members 
Mstep: Class 18 contains 12921 members 
Mstep: Class 19 contains 71932 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1457 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 66782 members 
Mstep: Class 25 contains 97770 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 76132 members 
Mstep: Class 30 contains 76519 members 
Mstep: Class 31 contains 5355 members 
Mstep: Class 32 contains 13521 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 3818 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27698 members 
Mstep: Class 37 contains 80984 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 52809 members 
Mstep: Class 41 contains 27339 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 68318 members 
Mstep: Class 44 contains 104836 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 17526 members 
Mstep: Class 50 contains 103741 members 
Mstep: Class 51 contains 26348 members 
Mstep: Class 52 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194762512.000000 Penalty: 121337.851562
Iteration 306Q: 53 clusters Score -1.947625e+08 nChanged 11883
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83937 members 
Mstep: Class 2 contains 44777 members 
Mstep: Class 3 contains 4882 members 
Mstep: Class 4 contains 11284 members 
Mstep: Class 5 contains 100331 members 
Mstep: Class 6 contains 43804 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 72728 members 
Mstep: Class 9 contains 196981 members 
Mstep: Class 10 contains 109163 members 
Mstep: Class 11 contains 11410 members 
Mstep: Class 12 contains 9638 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 15 contains 56801 members 
Mstep: Class 16 contains 19552 members 
Mstep: Class 17 contains 15903 members 
Mstep: Class 18 contains 12921 members 
Mstep: Class 19 contains 72166 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1458 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 67480 members 
Mstep: Class 25 contains 97720 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 76033 members 
Mstep: Class 30 contains 76523 members 
Mstep: Class 31 contains 5292 members 
Mstep: Class 32 contains 12478 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 3818 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27683 members 
Mstep: Class 37 contains 79224 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 53277 members 
Mstep: Class 41 contains 27337 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 68299 members 
Mstep: Class 44 contains 106262 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 17552 members 
Mstep: Class 50 contains 100797 members 
Mstep: Class 51 contains 25652 members 
Mstep: Class 52 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194763360.000000 Penalty: 121337.851562
Iteration 307Q: 53 clusters Score -1.947634e+08 nChanged 10977
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83972 members 
Mstep: Class 2 contains 44800 members 
Mstep: Class 3 contains 4701 members 
Mstep: Class 4 contains 11284 members 
Mstep: Class 5 contains 101174 members 
Mstep: Class 6 contains 43804 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 74417 members 
Mstep: Class 9 contains 196988 members 
Mstep: Class 10 contains 110150 members 
Mstep: Class 11 contains 11412 members 
Mstep: Class 12 contains 9636 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 15 contains 57046 members 
Mstep: Class 16 contains 19550 members 
Mstep: Class 17 contains 15905 members 
Mstep: Class 18 contains 12921 members 
Mstep: Class 19 contains 72374 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1458 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 68075 members 
Mstep: Class 25 contains 98681 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 75964 members 
Mstep: Class 30 contains 76511 members 
Mstep: Class 31 contains 5219 members 
Mstep: Class 32 contains 11370 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 3817 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27661 members 
Mstep: Class 37 contains 77771 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 53758 members 
Mstep: Class 41 contains 27339 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 68235 members 
Mstep: Class 44 contains 107054 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 17601 members 
Mstep: Class 50 contains 97595 members 
Mstep: Class 51 contains 24920 members 
Mstep: Class 52 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194763648.000000 Penalty: 121337.851562
Iteration 308Q: 53 clusters Score -1.947636e+08 nChanged 10372
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 84035 members 
Mstep: Class 2 contains 44856 members 
Mstep: Class 3 contains 4535 members 
Mstep: Class 4 contains 11284 members 
Mstep: Class 5 contains 101750 members 
Mstep: Class 6 contains 43802 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 76296 members 
Mstep: Class 9 contains 196987 members 
Mstep: Class 10 contains 110950 members 
Mstep: Class 11 contains 11415 members 
Mstep: Class 12 contains 9634 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 15 contains 57350 members 
Mstep: Class 16 contains 19543 members 
Mstep: Class 17 contains 15906 members 
Mstep: Class 18 contains 12921 members 
Mstep: Class 19 contains 72621 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1458 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 68603 members 
Mstep: Class 25 contains 100011 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 75921 members 
Mstep: Class 30 contains 76505 members 
Mstep: Class 31 contains 5127 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 3817 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27640 members 
Mstep: Class 37 contains 76489 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 54186 members 
Mstep: Class 41 contains 27343 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 68108 members 
Mstep: Class 44 contains 106922 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 17681 members 
Mstep: Class 50 contains 95005 members 
Mstep: Class 51 contains 24219 members 
Mstep: Class 52 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194763168.000000 Penalty: 121337.851562
Iteration 309Q: 53 clusters Score -1.947632e+08 nChanged 9637
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 84059 members 
Mstep: Class 2 contains 44880 members 
Mstep: Class 3 contains 4368 members 
Mstep: Class 4 contains 11285 members 
Mstep: Class 5 contains 102311 members 
Mstep: Class 6 contains 43802 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 78085 members 
Mstep: Class 9 contains 196985 members 
Mstep: Class 10 contains 111390 members 
Mstep: Class 11 contains 11418 members 
Mstep: Class 12 contains 9635 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 15 contains 57637 members 
Mstep: Class 16 contains 19538 members 
Mstep: Class 17 contains 15908 members 
Mstep: Class 18 contains 12921 members 
Mstep: Class 19 contains 72886 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1458 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 69068 members 
Mstep: Class 25 contains 101509 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 75893 members 
Mstep: Class 30 contains 76494 members 
Mstep: Class 31 contains 5042 members 
Mstep: Class 32 contains 9182 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 3816 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27623 members 
Mstep: Class 37 contains 75335 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 54632 members 
Mstep: Class 41 contains 27346 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 68002 members 
Mstep: Class 44 contains 106474 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 17775 members 
Mstep: Class 50 contains 92960 members 
Mstep: Class 51 contains 23446 members 
Mstep: Class 52 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194763296.000000 Penalty: 121337.851562
Iteration 310Q: 53 clusters Score -1.947633e+08 nChanged 8570
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 84099 members 
Mstep: Class 2 contains 44917 members 
Mstep: Class 3 contains 4199 members 
Mstep: Class 4 contains 11286 members 
Mstep: Class 5 contains 102677 members 
Mstep: Class 6 contains 43803 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 79709 members 
Mstep: Class 9 contains 196989 members 
Mstep: Class 10 contains 111057 members 
Mstep: Class 11 contains 11423 members 
Mstep: Class 12 contains 9636 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 15 contains 58019 members 
Mstep: Class 16 contains 19530 members 
Mstep: Class 17 contains 15909 members 
Mstep: Class 18 contains 12921 members 
Mstep: Class 19 contains 73147 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1458 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 69631 members 
Mstep: Class 25 contains 102727 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 75887 members 
Mstep: Class 30 contains 76470 members 
Mstep: Class 31 contains 4947 members 
Mstep: Class 32 contains 8593 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 3815 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27602 members 
Mstep: Class 37 contains 74249 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 54987 members 
Mstep: Class 41 contains 27348 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 67912 members 
Mstep: Class 44 contains 106014 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 17858 members 
Mstep: Class 50 contains 91622 members 
Mstep: Class 51 contains 22722 members 
Mstep: Class 52 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194762864.000000 Penalty: 121337.851562
Iteration 311Q: 53 clusters Score -1.947629e+08 nChanged 8460
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 84096 members 
Mstep: Class 2 contains 44925 members 
Mstep: Class 3 contains 4073 members 
Mstep: Class 4 contains 11286 members 
Mstep: Class 5 contains 102930 members 
Mstep: Class 6 contains 43802 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 81289 members 
Mstep: Class 9 contains 196993 members 
Mstep: Class 10 contains 110059 members 
Mstep: Class 11 contains 11428 members 
Mstep: Class 12 contains 9626 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 15 contains 58444 members 
Mstep: Class 16 contains 19527 members 
Mstep: Class 17 contains 15911 members 
Mstep: Class 18 contains 12921 members 
Mstep: Class 19 contains 73367 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1458 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 70161 members 
Mstep: Class 25 contains 104177 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 75848 members 
Mstep: Class 30 contains 76447 members 
Mstep: Class 31 contains 4852 members 
Mstep: Class 32 contains 8266 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 3815 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27581 members 
Mstep: Class 37 contains 73191 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 55378 members 
Mstep: Class 41 contains 27349 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 67815 members 
Mstep: Class 44 contains 105555 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 17964 members 
Mstep: Class 50 contains 90613 members 
Mstep: Class 51 contains 22016 members 
Mstep: Class 52 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194763904.000000 Penalty: 121337.851562
Iteration 312Q: 53 clusters Score -1.947639e+08 nChanged 8098
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 84048 members 
Mstep: Class 2 contains 44948 members 
Mstep: Class 3 contains 3957 members 
Mstep: Class 4 contains 11287 members 
Mstep: Class 5 contains 102795 members 
Mstep: Class 6 contains 43800 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 82609 members 
Mstep: Class 9 contains 197007 members 
Mstep: Class 10 contains 108493 members 
Mstep: Class 11 contains 11431 members 
Mstep: Class 12 contains 9622 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 15 contains 59189 members 
Mstep: Class 16 contains 19526 members 
Mstep: Class 17 contains 15908 members 
Mstep: Class 18 contains 12921 members 
Mstep: Class 19 contains 73618 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1458 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 70822 members 
Mstep: Class 25 contains 105604 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 75785 members 
Mstep: Class 30 contains 76439 members 
Mstep: Class 31 contains 4770 members 
Mstep: Class 32 contains 8115 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 3814 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27575 members 
Mstep: Class 37 contains 72165 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 55719 members 
Mstep: Class 41 contains 27349 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 67695 members 
Mstep: Class 44 contains 104987 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 18088 members 
Mstep: Class 50 contains 90319 members 
Mstep: Class 51 contains 21300 members 
Mstep: Class 52 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194764960.000000 Penalty: 121337.851562
Iteration 313Q: 53 clusters Score -1.94765e+08 nChanged 8175
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 84017 members 
Mstep: Class 2 contains 44956 members 
Mstep: Class 3 contains 3865 members 
Mstep: Class 4 contains 11287 members 
Mstep: Class 5 contains 102535 members 
Mstep: Class 6 contains 43802 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 83798 members 
Mstep: Class 9 contains 197012 members 
Mstep: Class 10 contains 106686 members 
Mstep: Class 11 contains 11431 members 
Mstep: Class 12 contains 9621 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 15 contains 59938 members 
Mstep: Class 16 contains 19528 members 
Mstep: Class 17 contains 15909 members 
Mstep: Class 18 contains 12922 members 
Mstep: Class 19 contains 73866 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1457 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 71529 members 
Mstep: Class 25 contains 107007 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 75724 members 
Mstep: Class 30 contains 76429 members 
Mstep: Class 31 contains 4693 members 
Mstep: Class 32 contains 7967 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 3812 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27567 members 
Mstep: Class 37 contains 71278 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 55992 members 
Mstep: Class 41 contains 27350 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 67595 members 
Mstep: Class 44 contains 104594 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 18195 members 
Mstep: Class 50 contains 90188 members 
Mstep: Class 51 contains 20613 members 
Mstep: Class 52 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194765120.000000 Penalty: 121337.851562
Iteration 314Q: 53 clusters Score -1.947651e+08 nChanged 8161
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83984 members 
Mstep: Class 2 contains 44956 members 
Mstep: Class 3 contains 3790 members 
Mstep: Class 4 contains 11287 members 
Mstep: Class 5 contains 102253 members 
Mstep: Class 6 contains 43797 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 84921 members 
Mstep: Class 9 contains 197014 members 
Mstep: Class 10 contains 104844 members 
Mstep: Class 11 contains 11432 members 
Mstep: Class 12 contains 9626 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 642 members 
Mstep: Class 15 contains 60830 members 
Mstep: Class 16 contains 19532 members 
Mstep: Class 17 contains 15910 members 
Mstep: Class 18 contains 12923 members 
Mstep: Class 19 contains 74069 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1458 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 72217 members 
Mstep: Class 25 contains 107550 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 75690 members 
Mstep: Class 30 contains 76414 members 
Mstep: Class 31 contains 4617 members 
Mstep: Class 32 contains 8200 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 3811 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27554 members 
Mstep: Class 37 contains 70302 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 56349 members 
Mstep: Class 41 contains 27350 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 67434 members 
Mstep: Class 44 contains 104165 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 18307 members 
Mstep: Class 50 contains 90678 members 
Mstep: Class 51 contains 19899 members 
Mstep: Class 52 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194765408.000000 Penalty: 121337.851562
Iteration 315Q: 53 clusters Score -1.947654e+08 nChanged 7259
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83960 members 
Mstep: Class 2 contains 44964 members 
Mstep: Class 3 contains 3726 members 
Mstep: Class 4 contains 11286 members 
Mstep: Class 5 contains 101783 members 
Mstep: Class 6 contains 43791 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 86009 members 
Mstep: Class 9 contains 197019 members 
Mstep: Class 10 contains 103477 members 
Mstep: Class 11 contains 11435 members 
Mstep: Class 12 contains 9626 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 15 contains 61618 members 
Mstep: Class 16 contains 19530 members 
Mstep: Class 17 contains 15911 members 
Mstep: Class 18 contains 12922 members 
Mstep: Class 19 contains 74228 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1459 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 73014 members 
Mstep: Class 25 contains 107692 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 75650 members 
Mstep: Class 30 contains 76404 members 
Mstep: Class 31 contains 4520 members 
Mstep: Class 32 contains 8323 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 3811 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27552 members 
Mstep: Class 37 contains 69493 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 56653 members 
Mstep: Class 41 contains 27349 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 67244 members 
Mstep: Class 44 contains 103531 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 18405 members 
Mstep: Class 50 contains 91514 members 
Mstep: Class 51 contains 19265 members 
Mstep: Class 52 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194766624.000000 Penalty: 121337.851562
Iteration 316Q: 53 clusters Score -1.947666e+08 nChanged 6589
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83923 members 
Mstep: Class 2 contains 44945 members 
Mstep: Class 3 contains 3669 members 
Mstep: Class 4 contains 11286 members 
Mstep: Class 5 contains 101359 members 
Mstep: Class 6 contains 43792 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 86913 members 
Mstep: Class 9 contains 197020 members 
Mstep: Class 10 contains 102686 members 
Mstep: Class 11 contains 11442 members 
Mstep: Class 12 contains 9623 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 15 contains 62244 members 
Mstep: Class 16 contains 19529 members 
Mstep: Class 17 contains 15912 members 
Mstep: Class 18 contains 12922 members 
Mstep: Class 19 contains 74388 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1459 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 73887 members 
Mstep: Class 25 contains 107461 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 75605 members 
Mstep: Class 30 contains 76389 members 
Mstep: Class 31 contains 4432 members 
Mstep: Class 32 contains 8421 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 3811 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27535 members 
Mstep: Class 37 contains 68597 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 57025 members 
Mstep: Class 41 contains 27349 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 67034 members 
Mstep: Class 44 contains 103010 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 18455 members 
Mstep: Class 50 contains 92394 members 
Mstep: Class 51 contains 18647 members 
Mstep: Class 52 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194766784.000000 Penalty: 121337.851562
Iteration 317Q: 53 clusters Score -1.947668e+08 nChanged 6237
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83895 members 
Mstep: Class 2 contains 44940 members 
Mstep: Class 3 contains 3600 members 
Mstep: Class 4 contains 11287 members 
Mstep: Class 5 contains 100883 members 
Mstep: Class 6 contains 43801 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 87688 members 
Mstep: Class 9 contains 197021 members 
Mstep: Class 10 contains 102055 members 
Mstep: Class 11 contains 11448 members 
Mstep: Class 12 contains 9622 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 15 contains 62766 members 
Mstep: Class 16 contains 19531 members 
Mstep: Class 17 contains 15912 members 
Mstep: Class 18 contains 12922 members 
Mstep: Class 19 contains 74559 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1458 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 74768 members 
Mstep: Class 25 contains 106971 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 75565 members 
Mstep: Class 30 contains 76374 members 
Mstep: Class 31 contains 4325 members 
Mstep: Class 32 contains 8647 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 3811 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27522 members 
Mstep: Class 37 contains 67781 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 57369 members 
Mstep: Class 41 contains 27349 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 66797 members 
Mstep: Class 44 contains 102605 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 18481 members 
Mstep: Class 50 contains 93320 members 
Mstep: Class 51 contains 18091 members 
Mstep: Class 52 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194767584.000000 Penalty: 121337.851562
Iteration 318Q: 53 clusters Score -1.947676e+08 nChanged 5693
Entering ConstructFrom: 
Score: -194767584.000000 Penalty: 121337.851562
Entering ConstructFrom: 
Trying to split cluster 1 (83901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83901 members 
Entering Unmasked Estep 
Score: -9511120.000000 Penalty: 1842.326294
	Iteration 0F: 2 clusters Score -9511120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41896 members 
Mstep: Class 2 contains 42005 members 
Entering Unmasked Estep 
Score: -9455210.000000 Penalty: 3684.652588
	Iteration 0F: 3 clusters Score -9455210 nChanged 40040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40506 members 
Mstep: Class 2 contains 43395 members 
Entering Unmasked Estep 
Score: -9478454.000000 Penalty: 3684.652588
	Iteration 1F: 3 clusters Score -9478454 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39513 members 
Mstep: Class 2 contains 44388 members 
Entering Unmasked Estep 
Score: -9479355.000000 Penalty: 3684.652588
	Iteration 2Q: 3 clusters Score -9479355 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38029 members 
Mstep: Class 2 contains 45872 members 
Entering Unmasked Estep 
Score: -9480643.000000 Penalty: 3684.652588
	Iteration 3Q: 3 clusters Score -9480643 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35873 members 
Mstep: Class 2 contains 48028 members 
Entering Unmasked Estep 
Score: -9482330.000000 Penalty: 3684.652588
	Iteration 4Q: 3 clusters Score -9482330 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33172 members 
Mstep: Class 2 contains 50729 members 
Entering Unmasked Estep 
Score: -9484501.000000 Penalty: 3684.652588
	Iteration 5F: 3 clusters Score -9484501 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29844 members 
Mstep: Class 2 contains 54057 members 
Entering Unmasked Estep 
Score: -9487361.000000 Penalty: 3684.652588
	Iteration 6F: 3 clusters Score -9487361 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 57794 members 
Entering Unmasked Estep 
Score: -9490583.000000 Penalty: 3684.652588
	Iteration 7F: 3 clusters Score -9490583 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 61721 members 
Entering Unmasked Estep 
Score: -9493821.000000 Penalty: 3684.652588
	Iteration 8F: 3 clusters Score -9493821 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 65574 members 
Entering Unmasked Estep 
Score: -9496855.000000 Penalty: 3684.652588
	Iteration 9F: 3 clusters Score -9496855 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 69050 members 
Entering Unmasked Estep 
Score: -9499708.000000 Penalty: 3684.652588
	Iteration 10Q: 3 clusters Score -9499708 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 72065 members 
Entering Unmasked Estep 
Score: -9502265.000000 Penalty: 3684.652588
	Iteration 11Q: 3 clusters Score -9502265 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 74524 members 
Entering Unmasked Estep 
Score: -9504316.000000 Penalty: 3684.652588
	Iteration 12Q: 3 clusters Score -9504316 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 76417 members 
Entering Unmasked Estep 
Score: -9505924.000000 Penalty: 3684.652588
	Iteration 13Q: 3 clusters Score -9505924 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 77897 members 
Entering Unmasked Estep 
Score: -9507076.000000 Penalty: 3684.652588
	Iteration 14Q: 3 clusters Score -9507076 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 79005 members 
Entering Unmasked Estep 
Score: -9508003.000000 Penalty: 3684.652588
	Iteration 15Q: 3 clusters Score -9508003 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 79809 members 
Entering Unmasked Estep 
Score: -9508547.000000 Penalty: 3684.652588
	Iteration 16Q: 3 clusters Score -9508547 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 80402 members 
Entering Unmasked Estep 
Score: -9509018.000000 Penalty: 3684.652588
	Iteration 17Q: 3 clusters Score -9509018 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 80833 members 
Entering Unmasked Estep 
Score: -9509355.000000 Penalty: 3684.652588
	Iteration 18Q: 3 clusters Score -9509355 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 81181 members 
Entering Unmasked Estep 
Score: -9509631.000000 Penalty: 3684.652588
	Iteration 19Q: 3 clusters Score -9509631 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 81419 members 
Entering Unmasked Estep 
Score: -9509818.000000 Penalty: 3684.652588
	Iteration 20F: 3 clusters Score -9509818 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 81588 members 
Entering Unmasked Estep 
Score: -9509935.000000 Penalty: 3684.652588
	Iteration 21Q: 3 clusters Score -9509935 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 81697 members 
Entering Unmasked Estep 
Score: -9510034.000000 Penalty: 3684.652588
	Iteration 22Q: 3 clusters Score -9510034 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 81789 members 
Entering Unmasked Estep 
Score: -9510113.000000 Penalty: 3684.652588
	Iteration 23Q: 3 clusters Score -9510113 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 81832 members 
Entering Unmasked Estep 
Score: -9510144.000000 Penalty: 3684.652588
	Iteration 24Q: 3 clusters Score -9510144 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 81878 members 
Entering Unmasked Estep 
Score: -9510149.000000 Penalty: 3684.652588
	Iteration 25Q: 3 clusters Score -9510149 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 81905 members 
Entering Unmasked Estep 
Score: -9510199.000000 Penalty: 3684.652588
	Iteration 26Q: 3 clusters Score -9510199 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 81927 members 
Entering Unmasked Estep 
Score: -9510208.000000 Penalty: 3684.652588
	Iteration 27Q: 3 clusters Score -9510208 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 81948 members 
Entering Unmasked Estep 
Score: -9510237.000000 Penalty: 3684.652588
	Iteration 28Q: 3 clusters Score -9510237 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 81960 members 
Entering Unmasked Estep 
Score: -9510246.000000 Penalty: 3684.652588
	Iteration 29Q: 3 clusters Score -9510246 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 81973 members 
Entering Unmasked Estep 
Score: -9510250.000000 Penalty: 3684.652588
	Iteration 30Q: 3 clusters Score -9510250 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 81993 members 
Entering Unmasked Estep 
Score: -9510259.000000 Penalty: 3684.652588
	Iteration 31Q: 3 clusters Score -9510259 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 82007 members 
Entering Unmasked Estep 
Score: -9510257.000000 Penalty: 3684.652588
	Iteration 32Q: 3 clusters Score -9510257 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 82018 members 
Entering Unmasked Estep 
Score: -9510253.000000 Penalty: 3684.652588
	Iteration 33Q: 3 clusters Score -9510253 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 82026 members 
Entering Unmasked Estep 
Score: -9510267.000000 Penalty: 3684.652588
	Iteration 34Q: 3 clusters Score -9510267 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 82042 members 
Entering Unmasked Estep 
Score: -9510270.000000 Penalty: 3684.652588
	Iteration 35Q: 3 clusters Score -9510270 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 82056 members 
Entering Unmasked Estep 
Score: -9510278.000000 Penalty: 3684.652588
	Iteration 36Q: 3 clusters Score -9510278 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 82072 members 
Entering Unmasked Estep 
Score: -9510282.000000 Penalty: 3684.652588
	Iteration 37Q: 3 clusters Score -9510282 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 82089 members 
Entering Unmasked Estep 
Score: -9510287.000000 Penalty: 3684.652588
	Iteration 38Q: 3 clusters Score -9510287 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 82105 members 
Entering Unmasked Estep 
Score: -9510305.000000 Penalty: 3684.652588
	Iteration 39Q: 3 clusters Score -9510305 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 82109 members 
Entering Unmasked Estep 
Score: -9510303.000000 Penalty: 3684.652588
	Iteration 40F: 3 clusters Score -9510303 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 82106 members 
Entering Unmasked Estep 
Score: -9510304.000000 Penalty: 3684.652588
	Iteration 41Q: 3 clusters Score -9510304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 82106 members 
Entering Unmasked Estep 
Score: -9510311.000000 Penalty: 3684.652588
	Iteration 42Q: 3 clusters Score -9510311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 82113 members 
Entering Unmasked Estep 
Score: -9510316.000000 Penalty: 3684.652588
	Iteration 43Q: 3 clusters Score -9510316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 82118 members 
Entering Unmasked Estep 
Score: -9510323.000000 Penalty: 3684.652588
	Iteration 44Q: 3 clusters Score -9510323 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 82122 members 
Entering Unmasked Estep 
Score: -9510318.000000 Penalty: 3684.652588
	Iteration 45Q: 3 clusters Score -9510318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 82125 members 
Entering Unmasked Estep 
Score: -9510318.000000 Penalty: 3684.652588
	Iteration 46Q: 3 clusters Score -9510318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 82129 members 
Entering Unmasked Estep 
Score: -9510316.000000 Penalty: 3684.652588
	Iteration 47Q: 3 clusters Score -9510316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 82129 members 
Entering Unmasked Estep 
Score: -9510324.000000 Penalty: 3684.652588
	Iteration 48Q: 3 clusters Score -9510324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 82132 members 
Entering Unmasked Estep 
Score: -9510320.000000 Penalty: 3684.652588
	Iteration 49Q: 3 clusters Score -9510320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 82134 members 
Entering Unmasked Estep 
Score: -9510315.000000 Penalty: 3684.652588
	Iteration 50Q: 3 clusters Score -9510315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 82135 members 
Entering Unmasked Estep 
Score: -9510320.000000 Penalty: 3684.652588
	Iteration 51Q: 3 clusters Score -9510320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 82136 members 
Entering Unmasked Estep 
Score: -9510317.000000 Penalty: 3684.652588
	Iteration 52Q: 3 clusters Score -9510317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 82137 members 
Entering Unmasked Estep 
Score: -9510320.000000 Penalty: 3684.652588
	Iteration 53Q: 3 clusters Score -9510320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 82137 members 
Entering Unmasked Estep 
Score: -9510321.000000 Penalty: 3684.652588
	Iteration 54Q: 3 clusters Score -9510321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 82135 members 
Entering Unmasked Estep 
Score: -9510317.000000 Penalty: 3684.652588
	Iteration 55Q: 3 clusters Score -9510317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 82135 members 
Entering Unmasked Estep 
Score: -9510317.000000 Penalty: 3684.652588
	Iteration 56F: 3 clusters Score -9510317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -4938713.000000 Penalty: 1740.894165
	Iteration 0F: 2 clusters Score -4938713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -4908568.500000 Penalty: 3481.788330
	Iteration 0F: 3 clusters Score -4908568 nChanged 21029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -4920576.500000 Penalty: 3481.788330
	Iteration 1F: 3 clusters Score -4920576 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -4921239.000000 Penalty: 3481.788330
	Iteration 2Q: 3 clusters Score -4921239 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -4922152.500000 Penalty: 3481.788330
	Iteration 3Q: 3 clusters Score -4922152 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
Score: -4923319.500000 Penalty: 3481.788330
	Iteration 4F: 3 clusters Score -4923320 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -4924735.000000 Penalty: 3481.788330
	Iteration 5F: 3 clusters Score -4924735 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -4926323.000000 Penalty: 3481.788330
	Iteration 6F: 3 clusters Score -4926323 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -4927829.000000 Penalty: 3481.788330
	Iteration 7F: 3 clusters Score -4927829 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -4929181.500000 Penalty: 3481.788330
	Iteration 8F: 3 clusters Score -4929182 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -4930231.500000 Penalty: 3481.788330
	Iteration 9Q: 3 clusters Score -4930232 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -4930904.500000 Penalty: 3481.788330
	Iteration 10Q: 3 clusters Score -4930904 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -4931296.500000 Penalty: 3481.788330
	Iteration 11Q: 3 clusters Score -4931296 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 28713 members 
Entering Unmasked Estep 
Score: -4931565.500000 Penalty: 3481.788330
	Iteration 12Q: 3 clusters Score -4931566 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 29182 members 
Entering Unmasked Estep 
Score: -4931751.500000 Penalty: 3481.788330
	Iteration 13Q: 3 clusters Score -4931752 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -4931937.000000 Penalty: 3481.788330
	Iteration 14Q: 3 clusters Score -4931937 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 30141 members 
Entering Unmasked Estep 
Score: -4932060.500000 Penalty: 3481.788330
	Iteration 15Q: 3 clusters Score -4932060 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 30636 members 
Entering Unmasked Estep 
Score: -4932206.500000 Penalty: 3481.788330
	Iteration 16Q: 3 clusters Score -4932206 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 31123 members 
Entering Unmasked Estep 
Score: -4932329.500000 Penalty: 3481.788330
	Iteration 17Q: 3 clusters Score -4932330 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 31632 members 
Entering Unmasked Estep 
Score: -4932482.000000 Penalty: 3481.788330
	Iteration 18Q: 3 clusters Score -4932482 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 32109 members 
Entering Unmasked Estep 
Score: -4932586.000000 Penalty: 3481.788330
	Iteration 19Q: 3 clusters Score -4932586 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 32619 members 
Entering Unmasked Estep 
Score: -4932711.500000 Penalty: 3481.788330
	Iteration 20F: 3 clusters Score -4932712 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 33174 members 
Entering Unmasked Estep 
Score: -4932874.000000 Penalty: 3481.788330
	Iteration 21Q: 3 clusters Score -4932874 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 33721 members 
Entering Unmasked Estep 
Score: -4933022.500000 Penalty: 3481.788330
	Iteration 22Q: 3 clusters Score -4933022 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
Score: -4933221.000000 Penalty: 3481.788330
	Iteration 23Q: 3 clusters Score -4933221 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 34912 members 
Entering Unmasked Estep 
Score: -4933390.500000 Penalty: 3481.788330
	Iteration 24Q: 3 clusters Score -4933390 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 35523 members 
Entering Unmasked Estep 
Score: -4933597.500000 Penalty: 3481.788330
	Iteration 25Q: 3 clusters Score -4933598 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 36126 members 
Entering Unmasked Estep 
Score: -4933805.500000 Penalty: 3481.788330
	Iteration 26Q: 3 clusters Score -4933806 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 36760 members 
Entering Unmasked Estep 
Score: -4934032.000000 Penalty: 3481.788330
	Iteration 27Q: 3 clusters Score -4934032 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 37448 members 
Entering Unmasked Estep 
Score: -4934347.000000 Penalty: 3481.788330
	Iteration 28Q: 3 clusters Score -4934347 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 38242 members 
Entering Unmasked Estep 
Score: -4934760.500000 Penalty: 3481.788330
	Iteration 29Q: 3 clusters Score -4934760 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 38991 members 
Entering Unmasked Estep 
Score: -4935195.000000 Penalty: 3481.788330
	Iteration 30Q: 3 clusters Score -4935195 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 39725 members 
Entering Unmasked Estep 
Score: -4935623.500000 Penalty: 3481.788330
	Iteration 31Q: 3 clusters Score -4935624 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 40400 members 
Entering Unmasked Estep 
Score: -4936039.500000 Penalty: 3481.788330
	Iteration 32Q: 3 clusters Score -4936040 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 40955 members 
Entering Unmasked Estep 
Score: -4936407.000000 Penalty: 3481.788330
	Iteration 33Q: 3 clusters Score -4936407 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -4936796.500000 Penalty: 3481.788330
	Iteration 34Q: 3 clusters Score -4936796 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 41843 members 
Entering Unmasked Estep 
Score: -4937103.000000 Penalty: 3481.788330
	Iteration 35Q: 3 clusters Score -4937103 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 42141 members 
Entering Unmasked Estep 
Score: -4937313.500000 Penalty: 3481.788330
	Iteration 36Q: 3 clusters Score -4937314 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 42369 members 
Entering Unmasked Estep 
Score: -4937435.500000 Penalty: 3481.788330
	Iteration 37Q: 3 clusters Score -4937436 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 42521 members 
Entering Unmasked Estep 
Score: -4937518.000000 Penalty: 3481.788330
	Iteration 38Q: 3 clusters Score -4937518 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 42653 members 
Entering Unmasked Estep 
Score: -4937554.000000 Penalty: 3481.788330
	Iteration 39Q: 3 clusters Score -4937554 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 42750 members 
Entering Unmasked Estep 
Score: -4937590.500000 Penalty: 3481.788330
	Iteration 40F: 3 clusters Score -4937590 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 42812 members 
Entering Unmasked Estep 
Score: -4937620.000000 Penalty: 3481.788330
	Iteration 41Q: 3 clusters Score -4937620 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 42866 members 
Entering Unmasked Estep 
Score: -4937616.000000 Penalty: 3481.788330
	Iteration 42Q: 3 clusters Score -4937616 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 42902 members 
Entering Unmasked Estep 
Score: -4937619.000000 Penalty: 3481.788330
	Iteration 43Q: 3 clusters Score -4937619 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 42929 members 
Entering Unmasked Estep 
Score: -4937624.500000 Penalty: 3481.788330
	Iteration 44Q: 3 clusters Score -4937624 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 42955 members 
Entering Unmasked Estep 
Score: -4937636.500000 Penalty: 3481.788330
	Iteration 45Q: 3 clusters Score -4937636 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 42980 members 
Entering Unmasked Estep 
Score: -4937638.000000 Penalty: 3481.788330
	Iteration 46Q: 3 clusters Score -4937638 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 43003 members 
Entering Unmasked Estep 
Score: -4937651.500000 Penalty: 3481.788330
	Iteration 47Q: 3 clusters Score -4937652 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 43024 members 
Entering Unmasked Estep 
Score: -4937656.000000 Penalty: 3481.788330
	Iteration 48Q: 3 clusters Score -4937656 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 43047 members 
Entering Unmasked Estep 
Score: -4937656.500000 Penalty: 3481.788330
	Iteration 49Q: 3 clusters Score -4937656 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 43066 members 
Entering Unmasked Estep 
Score: -4937671.500000 Penalty: 3481.788330
	Iteration 50Q: 3 clusters Score -4937672 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 43093 members 
Entering Unmasked Estep 
Score: -4937678.000000 Penalty: 3481.788330
	Iteration 51Q: 3 clusters Score -4937678 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 43112 members 
Entering Unmasked Estep 
Score: -4937687.500000 Penalty: 3481.788330
	Iteration 52Q: 3 clusters Score -4937688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 43127 members 
Entering Unmasked Estep 
Score: -4937682.000000 Penalty: 3481.788330
	Iteration 53Q: 3 clusters Score -4937682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 43141 members 
Entering Unmasked Estep 
Score: -4937690.000000 Penalty: 3481.788330
	Iteration 54Q: 3 clusters Score -4937690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 43151 members 
Entering Unmasked Estep 
Score: -4937700.000000 Penalty: 3481.788330
	Iteration 55Q: 3 clusters Score -4937700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 43160 members 
Entering Unmasked Estep 
Score: -4937697.000000 Penalty: 3481.788330
	Iteration 56Q: 3 clusters Score -4937697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 43162 members 
Entering Unmasked Estep 
Score: -4937694.500000 Penalty: 3481.788330
	Iteration 57Q: 3 clusters Score -4937694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 43163 members 
Entering Unmasked Estep 
Score: -4937703.000000 Penalty: 3481.788330
	Iteration 58Q: 3 clusters Score -4937703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 43168 members 
Entering Unmasked Estep 
Score: -4937705.000000 Penalty: 3481.788330
	Iteration 59Q: 3 clusters Score -4937705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 43172 members 
Entering Unmasked Estep 
Score: -4937707.000000 Penalty: 3481.788330
	Iteration 60F: 3 clusters Score -4937707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 43176 members 
Entering Unmasked Estep 
Score: -4937702.000000 Penalty: 3481.788330
	Iteration 61Q: 3 clusters Score -4937702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 43181 members 
Entering Unmasked Estep 
Score: -4937701.500000 Penalty: 3481.788330
	Iteration 62Q: 3 clusters Score -4937702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 43186 members 
Entering Unmasked Estep 
Score: -4937698.000000 Penalty: 3481.788330
	Iteration 63Q: 3 clusters Score -4937698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 43191 members 
Entering Unmasked Estep 
Score: -4937699.500000 Penalty: 3481.788330
	Iteration 64Q: 3 clusters Score -4937700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 43193 members 
Entering Unmasked Estep 
Score: -4937696.500000 Penalty: 3481.788330
	Iteration 65Q: 3 clusters Score -4937696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 43195 members 
Entering Unmasked Estep 
Score: -4937693.500000 Penalty: 3481.788330
	Iteration 66Q: 3 clusters Score -4937694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 43196 members 
Entering Unmasked Estep 
Score: -4937697.500000 Penalty: 3481.788330
	Iteration 67Q: 3 clusters Score -4937698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 43196 members 
Entering Unmasked Estep 
Score: -4937697.500000 Penalty: 3481.788330
	Iteration 68F: 3 clusters Score -4937698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Entering Unmasked Estep 
Score: -426405.062500 Penalty: 1326.594116
	Iteration 0F: 2 clusters Score -426405.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -423354.437500 Penalty: 2653.188232
	Iteration 0F: 3 clusters Score -423354.4 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -424112.625000 Penalty: 2653.188232
	Iteration 1F: 3 clusters Score -424112.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -424235.468750 Penalty: 2653.188232
	Iteration 2F: 3 clusters Score -424235.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -424313.125000 Penalty: 2653.188232
	Iteration 3Q: 3 clusters Score -424313.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -424370.093750 Penalty: 2653.188232
	Iteration 4Q: 3 clusters Score -424370.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -424416.312500 Penalty: 2653.188232
	Iteration 5Q: 3 clusters Score -424416.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -424454.906250 Penalty: 2653.188232
	Iteration 6Q: 3 clusters Score -424454.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -424482.468750 Penalty: 2653.188232
	Iteration 7Q: 3 clusters Score -424482.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -424510.437500 Penalty: 2653.188232
	Iteration 8Q: 3 clusters Score -424510.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -424534.375000 Penalty: 2653.188232
	Iteration 9Q: 3 clusters Score -424534.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -424551.718750 Penalty: 2653.188232
	Iteration 10Q: 3 clusters Score -424551.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -424574.031250 Penalty: 2653.188232
	Iteration 11Q: 3 clusters Score -424574 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -424598.625000 Penalty: 2653.188232
	Iteration 12Q: 3 clusters Score -424598.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -424622.343750 Penalty: 2653.188232
	Iteration 13Q: 3 clusters Score -424622.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -424639.781250 Penalty: 2653.188232
	Iteration 14Q: 3 clusters Score -424639.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -424657.281250 Penalty: 2653.188232
	Iteration 15Q: 3 clusters Score -424657.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -424676.187500 Penalty: 2653.188232
	Iteration 16Q: 3 clusters Score -424676.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -424696.875000 Penalty: 2653.188232
	Iteration 17Q: 3 clusters Score -424696.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -424713.500000 Penalty: 2653.188232
	Iteration 18Q: 3 clusters Score -424713.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -424736.718750 Penalty: 2653.188232
	Iteration 19Q: 3 clusters Score -424736.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -424757.531250 Penalty: 2653.188232
	Iteration 20F: 3 clusters Score -424757.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -424773.437500 Penalty: 2653.188232
	Iteration 21Q: 3 clusters Score -424773.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -424799.187500 Penalty: 2653.188232
	Iteration 22Q: 3 clusters Score -424799.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -424819.531250 Penalty: 2653.188232
	Iteration 23Q: 3 clusters Score -424819.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -424846.375000 Penalty: 2653.188232
	Iteration 24Q: 3 clusters Score -424846.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -424868.437500 Penalty: 2653.188232
	Iteration 25Q: 3 clusters Score -424868.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -424889.718750 Penalty: 2653.188232
	Iteration 26Q: 3 clusters Score -424889.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -424911.250000 Penalty: 2653.188232
	Iteration 27Q: 3 clusters Score -424911.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -424934.781250 Penalty: 2653.188232
	Iteration 28Q: 3 clusters Score -424934.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -424952.812500 Penalty: 2653.188232
	Iteration 29Q: 3 clusters Score -424952.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -424971.843750 Penalty: 2653.188232
	Iteration 30Q: 3 clusters Score -424971.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -424995.156250 Penalty: 2653.188232
	Iteration 31Q: 3 clusters Score -424995.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -425015.250000 Penalty: 2653.188232
	Iteration 32Q: 3 clusters Score -425015.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -425033.187500 Penalty: 2653.188232
	Iteration 33Q: 3 clusters Score -425033.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -425046.156250 Penalty: 2653.188232
	Iteration 34Q: 3 clusters Score -425046.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -425060.031250 Penalty: 2653.188232
	Iteration 35Q: 3 clusters Score -425060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -425073.218750 Penalty: 2653.188232
	Iteration 36Q: 3 clusters Score -425073.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -425091.968750 Penalty: 2653.188232
	Iteration 37Q: 3 clusters Score -425092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -425108.187500 Penalty: 2653.188232
	Iteration 38Q: 3 clusters Score -425108.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -425124.343750 Penalty: 2653.188232
	Iteration 39Q: 3 clusters Score -425124.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -425129.656250 Penalty: 2653.188232
	Iteration 40F: 3 clusters Score -425129.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -425137.218750 Penalty: 2653.188232
	Iteration 41Q: 3 clusters Score -425137.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -425143.250000 Penalty: 2653.188232
	Iteration 42Q: 3 clusters Score -425143.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -425148.281250 Penalty: 2653.188232
	Iteration 43Q: 3 clusters Score -425148.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -425150.625000 Penalty: 2653.188232
	Iteration 44Q: 3 clusters Score -425150.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -425154.156250 Penalty: 2653.188232
	Iteration 45Q: 3 clusters Score -425154.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -425158.750000 Penalty: 2653.188232
	Iteration 46Q: 3 clusters Score -425158.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -425164.062500 Penalty: 2653.188232
	Iteration 47Q: 3 clusters Score -425164.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -425167.500000 Penalty: 2653.188232
	Iteration 48Q: 3 clusters Score -425167.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -425172.531250 Penalty: 2653.188232
	Iteration 49Q: 3 clusters Score -425172.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -425177.156250 Penalty: 2653.188232
	Iteration 50Q: 3 clusters Score -425177.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -425182.625000 Penalty: 2653.188232
	Iteration 51Q: 3 clusters Score -425182.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -425190.312500 Penalty: 2653.188232
	Iteration 52Q: 3 clusters Score -425190.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -425196.593750 Penalty: 2653.188232
	Iteration 53Q: 3 clusters Score -425196.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -425199.718750 Penalty: 2653.188232
	Iteration 54Q: 3 clusters Score -425199.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -425202.062500 Penalty: 2653.188232
	Iteration 55Q: 3 clusters Score -425202.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -425204.187500 Penalty: 2653.188232
	Iteration 56Q: 3 clusters Score -425204.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -425204.937500 Penalty: 2653.188232
	Iteration 57Q: 3 clusters Score -425204.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -425204.750000 Penalty: 2653.188232
	Iteration 58Q: 3 clusters Score -425204.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -425206.125000 Penalty: 2653.188232
	Iteration 59Q: 3 clusters Score -425206.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -425211.718750 Penalty: 2653.188232
	Iteration 60F: 3 clusters Score -425211.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -425218.187500 Penalty: 2653.188232
	Iteration 61Q: 3 clusters Score -425218.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -425224.812500 Penalty: 2653.188232
	Iteration 62Q: 3 clusters Score -425224.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -425229.406250 Penalty: 2653.188232
	Iteration 63Q: 3 clusters Score -425229.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -425230.312500 Penalty: 2653.188232
	Iteration 64Q: 3 clusters Score -425230.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -425231.312500 Penalty: 2653.188232
	Iteration 65Q: 3 clusters Score -425231.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -425231.312500 Penalty: 2653.188232
	Iteration 66F: 3 clusters Score -425231.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Entering Unmasked Estep 
Score: -1181082.875000 Penalty: 1516.368042
	Iteration 0F: 2 clusters Score -1181083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1173064.625000 Penalty: 3032.736084
	Iteration 0F: 3 clusters Score -1173065 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1175805.250000 Penalty: 3032.736084
	Iteration 1F: 3 clusters Score -1175805 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1176055.625000 Penalty: 3032.736084
	Iteration 2F: 3 clusters Score -1176056 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1176289.750000 Penalty: 3032.736084
	Iteration 3F: 3 clusters Score -1176290 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1176505.000000 Penalty: 3032.736084
	Iteration 4Q: 3 clusters Score -1176505 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1176790.250000 Penalty: 3032.736084
	Iteration 5Q: 3 clusters Score -1176790 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1177122.625000 Penalty: 3032.736084
	Iteration 6Q: 3 clusters Score -1177123 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1177427.375000 Penalty: 3032.736084
	Iteration 7F: 3 clusters Score -1177427 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1177713.625000 Penalty: 3032.736084
	Iteration 8Q: 3 clusters Score -1177714 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1177932.250000 Penalty: 3032.736084
	Iteration 9Q: 3 clusters Score -1177932 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1178090.000000 Penalty: 3032.736084
	Iteration 10Q: 3 clusters Score -1178090 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1178241.750000 Penalty: 3032.736084
	Iteration 11Q: 3 clusters Score -1178242 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1178385.750000 Penalty: 3032.736084
	Iteration 12Q: 3 clusters Score -1178386 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1178519.750000 Penalty: 3032.736084
	Iteration 13Q: 3 clusters Score -1178520 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1178620.750000 Penalty: 3032.736084
	Iteration 14Q: 3 clusters Score -1178621 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1178696.375000 Penalty: 3032.736084
	Iteration 15Q: 3 clusters Score -1178696 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1178746.625000 Penalty: 3032.736084
	Iteration 16Q: 3 clusters Score -1178747 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1178783.625000 Penalty: 3032.736084
	Iteration 17Q: 3 clusters Score -1178784 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1178811.125000 Penalty: 3032.736084
	Iteration 18Q: 3 clusters Score -1178811 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1178819.250000 Penalty: 3032.736084
	Iteration 19Q: 3 clusters Score -1178819 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1178838.375000 Penalty: 3032.736084
	Iteration 20F: 3 clusters Score -1178838 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1178848.000000 Penalty: 3032.736084
	Iteration 21Q: 3 clusters Score -1178848 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1178855.250000 Penalty: 3032.736084
	Iteration 22Q: 3 clusters Score -1178855 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1178861.625000 Penalty: 3032.736084
	Iteration 23Q: 3 clusters Score -1178862 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1178867.750000 Penalty: 3032.736084
	Iteration 24Q: 3 clusters Score -1178868 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1178874.750000 Penalty: 3032.736084
	Iteration 25Q: 3 clusters Score -1178875 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1178878.125000 Penalty: 3032.736084
	Iteration 26Q: 3 clusters Score -1178878 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1178881.125000 Penalty: 3032.736084
	Iteration 27Q: 3 clusters Score -1178881 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1178883.875000 Penalty: 3032.736084
	Iteration 28Q: 3 clusters Score -1178884 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1178893.375000 Penalty: 3032.736084
	Iteration 29Q: 3 clusters Score -1178893 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1178890.125000 Penalty: 3032.736084
	Iteration 30Q: 3 clusters Score -1178890 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1178895.250000 Penalty: 3032.736084
	Iteration 31Q: 3 clusters Score -1178895 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1178898.500000 Penalty: 3032.736084
	Iteration 32Q: 3 clusters Score -1178898 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1178900.875000 Penalty: 3032.736084
	Iteration 33Q: 3 clusters Score -1178901 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1178909.125000 Penalty: 3032.736084
	Iteration 34Q: 3 clusters Score -1178909 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1178913.750000 Penalty: 3032.736084
	Iteration 35Q: 3 clusters Score -1178914 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1178919.750000 Penalty: 3032.736084
	Iteration 36Q: 3 clusters Score -1178920 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1178922.000000 Penalty: 3032.736084
	Iteration 37Q: 3 clusters Score -1178922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1178924.875000 Penalty: 3032.736084
	Iteration 38Q: 3 clusters Score -1178925 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1178926.375000 Penalty: 3032.736084
	Iteration 39Q: 3 clusters Score -1178926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1178926.625000 Penalty: 3032.736084
	Iteration 40F: 3 clusters Score -1178927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1178929.625000 Penalty: 3032.736084
	Iteration 41Q: 3 clusters Score -1178930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1178928.750000 Penalty: 3032.736084
	Iteration 42Q: 3 clusters Score -1178929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1178933.000000 Penalty: 3032.736084
	Iteration 43Q: 3 clusters Score -1178933 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1178934.625000 Penalty: 3032.736084
	Iteration 44Q: 3 clusters Score -1178935 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1178936.500000 Penalty: 3032.736084
	Iteration 45Q: 3 clusters Score -1178936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1178936.000000 Penalty: 3032.736084
	Iteration 46Q: 3 clusters Score -1178936 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1178943.250000 Penalty: 3032.736084
	Iteration 47Q: 3 clusters Score -1178943 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1178948.250000 Penalty: 3032.736084
	Iteration 48Q: 3 clusters Score -1178948 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1178954.250000 Penalty: 3032.736084
	Iteration 49Q: 3 clusters Score -1178954 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1178959.375000 Penalty: 3032.736084
	Iteration 50Q: 3 clusters Score -1178959 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1178964.125000 Penalty: 3032.736084
	Iteration 51Q: 3 clusters Score -1178964 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1178966.125000 Penalty: 3032.736084
	Iteration 52Q: 3 clusters Score -1178966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1178965.125000 Penalty: 3032.736084
	Iteration 53Q: 3 clusters Score -1178965 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1178967.125000 Penalty: 3032.736084
	Iteration 54Q: 3 clusters Score -1178967 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1178972.125000 Penalty: 3032.736084
	Iteration 55Q: 3 clusters Score -1178972 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1178976.125000 Penalty: 3032.736084
	Iteration 56Q: 3 clusters Score -1178976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1178975.625000 Penalty: 3032.736084
	Iteration 57Q: 3 clusters Score -1178976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1178977.000000 Penalty: 3032.736084
	Iteration 58Q: 3 clusters Score -1178977 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1178981.750000 Penalty: 3032.736084
	Iteration 59Q: 3 clusters Score -1178982 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1178983.250000 Penalty: 3032.736084
	Iteration 60F: 3 clusters Score -1178983 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1178988.875000 Penalty: 3032.736084
	Iteration 61Q: 3 clusters Score -1178989 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1178997.875000 Penalty: 3032.736084
	Iteration 62Q: 3 clusters Score -1178998 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1178999.625000 Penalty: 3032.736084
	Iteration 63Q: 3 clusters Score -1179000 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1179004.875000 Penalty: 3032.736084
	Iteration 64Q: 3 clusters Score -1179005 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1179005.875000 Penalty: 3032.736084
	Iteration 65Q: 3 clusters Score -1179006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1179010.250000 Penalty: 3032.736084
	Iteration 66Q: 3 clusters Score -1179010 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1179012.625000 Penalty: 3032.736084
	Iteration 67Q: 3 clusters Score -1179013 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1179016.750000 Penalty: 3032.736084
	Iteration 68Q: 3 clusters Score -1179017 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1179023.000000 Penalty: 3032.736084
	Iteration 69Q: 3 clusters Score -1179023 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1179027.375000 Penalty: 3032.736084
	Iteration 70Q: 3 clusters Score -1179027 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1179029.125000 Penalty: 3032.736084
	Iteration 71Q: 3 clusters Score -1179029 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1179035.875000 Penalty: 3032.736084
	Iteration 72Q: 3 clusters Score -1179036 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1179040.875000 Penalty: 3032.736084
	Iteration 73Q: 3 clusters Score -1179041 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1179043.125000 Penalty: 3032.736084
	Iteration 74Q: 3 clusters Score -1179043 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1179045.000000 Penalty: 3032.736084
	Iteration 75Q: 3 clusters Score -1179045 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1179051.750000 Penalty: 3032.736084
	Iteration 76Q: 3 clusters Score -1179052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1179051.500000 Penalty: 3032.736084
	Iteration 77Q: 3 clusters Score -1179052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1179051.125000 Penalty: 3032.736084
	Iteration 78Q: 3 clusters Score -1179051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1179050.125000 Penalty: 3032.736084
	Iteration 79Q: 3 clusters Score -1179050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1179052.250000 Penalty: 3032.736084
	Iteration 80F: 3 clusters Score -1179052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (100307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100307 members 
Entering Unmasked Estep 
Score: -11913502.000000 Penalty: 1871.348633
	Iteration 0F: 2 clusters Score -1.19135e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50248 members 
Mstep: Class 2 contains 50059 members 
Entering Unmasked Estep 
Score: -11848599.000000 Penalty: 3742.697266
	Iteration 0F: 3 clusters Score -1.18486e+07 nChanged 47821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50475 members 
Mstep: Class 2 contains 49832 members 
Entering Unmasked Estep 
Score: -11876241.000000 Penalty: 3742.697266
	Iteration 1F: 3 clusters Score -1.187624e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50930 members 
Mstep: Class 2 contains 49377 members 
Entering Unmasked Estep 
Score: -11877047.000000 Penalty: 3742.697266
	Iteration 2Q: 3 clusters Score -1.187705e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51601 members 
Mstep: Class 2 contains 48706 members 
Entering Unmasked Estep 
Score: -11878064.000000 Penalty: 3742.697266
	Iteration 3Q: 3 clusters Score -1.187806e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52682 members 
Mstep: Class 2 contains 47625 members 
Entering Unmasked Estep 
Score: -11879428.000000 Penalty: 3742.697266
	Iteration 4Q: 3 clusters Score -1.187943e+07 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54170 members 
Mstep: Class 2 contains 46137 members 
Entering Unmasked Estep 
Score: -11881749.000000 Penalty: 3742.697266
	Iteration 5Q: 3 clusters Score -1.188175e+07 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56177 members 
Mstep: Class 2 contains 44130 members 
Entering Unmasked Estep 
Score: -11885920.000000 Penalty: 3742.697266
	Iteration 6F: 3 clusters Score -1.188592e+07 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58256 members 
Mstep: Class 2 contains 42051 members 
Entering Unmasked Estep 
Score: -11892946.000000 Penalty: 3742.697266
	Iteration 7F: 3 clusters Score -1.189295e+07 nChanged 7363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59887 members 
Mstep: Class 2 contains 40420 members 
Entering Unmasked Estep 
Score: -11901255.000000 Penalty: 3742.697266
	Iteration 8F: 3 clusters Score -1.190126e+07 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60514 members 
Mstep: Class 2 contains 39793 members 
Entering Unmasked Estep 
Score: -11906187.000000 Penalty: 3742.697266
	Iteration 9F: 3 clusters Score -1.190619e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60808 members 
Mstep: Class 2 contains 39499 members 
Entering Unmasked Estep 
Score: -11908850.000000 Penalty: 3742.697266
	Iteration 10Q: 3 clusters Score -1.190885e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60941 members 
Mstep: Class 2 contains 39366 members 
Entering Unmasked Estep 
Score: -11910667.000000 Penalty: 3742.697266
	Iteration 11Q: 3 clusters Score -1.191067e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61037 members 
Mstep: Class 2 contains 39270 members 
Entering Unmasked Estep 
Score: -11911839.000000 Penalty: 3742.697266
	Iteration 12Q: 3 clusters Score -1.191184e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61212 members 
Mstep: Class 2 contains 39095 members 
Entering Unmasked Estep 
Score: -11912463.000000 Penalty: 3742.697266
	Iteration 13Q: 3 clusters Score -1.191246e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61349 members 
Mstep: Class 2 contains 38958 members 
Entering Unmasked Estep 
Score: -11912789.000000 Penalty: 3742.697266
	Iteration 14Q: 3 clusters Score -1.191279e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61617 members 
Mstep: Class 2 contains 38690 members 
Entering Unmasked Estep 
Score: -11912967.000000 Penalty: 3742.697266
	Iteration 15Q: 3 clusters Score -1.191297e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61883 members 
Mstep: Class 2 contains 38424 members 
Entering Unmasked Estep 
Score: -11913084.000000 Penalty: 3742.697266
	Iteration 16Q: 3 clusters Score -1.191308e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62018 members 
Mstep: Class 2 contains 38289 members 
Entering Unmasked Estep 
Score: -11913150.000000 Penalty: 3742.697266
	Iteration 17Q: 3 clusters Score -1.191315e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62106 members 
Mstep: Class 2 contains 38201 members 
Entering Unmasked Estep 
Score: -11913192.000000 Penalty: 3742.697266
	Iteration 18Q: 3 clusters Score -1.191319e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62345 members 
Mstep: Class 2 contains 37962 members 
Entering Unmasked Estep 
Score: -11913218.000000 Penalty: 3742.697266
	Iteration 19Q: 3 clusters Score -1.191322e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62496 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -11913250.000000 Penalty: 3742.697266
	Iteration 20F: 3 clusters Score -1.191325e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62731 members 
Mstep: Class 2 contains 37576 members 
Entering Unmasked Estep 
Score: -11913268.000000 Penalty: 3742.697266
	Iteration 21Q: 3 clusters Score -1.191327e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62857 members 
Mstep: Class 2 contains 37450 members 
Entering Unmasked Estep 
Score: -11913297.000000 Penalty: 3742.697266
	Iteration 22Q: 3 clusters Score -1.19133e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63053 members 
Mstep: Class 2 contains 37254 members 
Entering Unmasked Estep 
Score: -11913279.000000 Penalty: 3742.697266
	Iteration 23Q: 3 clusters Score -1.191328e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63387 members 
Mstep: Class 2 contains 36920 members 
Entering Unmasked Estep 
Score: -11913224.000000 Penalty: 3742.697266
	Iteration 24Q: 3 clusters Score -1.191322e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63763 members 
Mstep: Class 2 contains 36544 members 
Entering Unmasked Estep 
Score: -11913197.000000 Penalty: 3742.697266
	Iteration 25Q: 3 clusters Score -1.19132e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64065 members 
Mstep: Class 2 contains 36242 members 
Entering Unmasked Estep 
Score: -11913213.000000 Penalty: 3742.697266
	Iteration 26Q: 3 clusters Score -1.191321e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64538 members 
Mstep: Class 2 contains 35769 members 
Entering Unmasked Estep 
Score: -11913253.000000 Penalty: 3742.697266
	Iteration 27Q: 3 clusters Score -1.191325e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64787 members 
Mstep: Class 2 contains 35520 members 
Entering Unmasked Estep 
Score: -11913284.000000 Penalty: 3742.697266
	Iteration 28Q: 3 clusters Score -1.191328e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64948 members 
Mstep: Class 2 contains 35359 members 
Entering Unmasked Estep 
Score: -11913269.000000 Penalty: 3742.697266
	Iteration 29Q: 3 clusters Score -1.191327e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65101 members 
Mstep: Class 2 contains 35206 members 
Entering Unmasked Estep 
Score: -11913248.000000 Penalty: 3742.697266
	Iteration 30Q: 3 clusters Score -1.191325e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65214 members 
Mstep: Class 2 contains 35093 members 
Entering Unmasked Estep 
Score: -11913233.000000 Penalty: 3742.697266
	Iteration 31Q: 3 clusters Score -1.191323e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65309 members 
Mstep: Class 2 contains 34998 members 
Entering Unmasked Estep 
Score: -11913237.000000 Penalty: 3742.697266
	Iteration 32Q: 3 clusters Score -1.191324e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65382 members 
Mstep: Class 2 contains 34925 members 
Entering Unmasked Estep 
Score: -11913238.000000 Penalty: 3742.697266
	Iteration 33Q: 3 clusters Score -1.191324e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65461 members 
Mstep: Class 2 contains 34846 members 
Entering Unmasked Estep 
Score: -11913233.000000 Penalty: 3742.697266
	Iteration 34Q: 3 clusters Score -1.191323e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65636 members 
Mstep: Class 2 contains 34671 members 
Entering Unmasked Estep 
Score: -11913199.000000 Penalty: 3742.697266
	Iteration 35Q: 3 clusters Score -1.19132e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65826 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -11913212.000000 Penalty: 3742.697266
	Iteration 36Q: 3 clusters Score -1.191321e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65934 members 
Mstep: Class 2 contains 34373 members 
Entering Unmasked Estep 
Score: -11913214.000000 Penalty: 3742.697266
	Iteration 37Q: 3 clusters Score -1.191321e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66145 members 
Mstep: Class 2 contains 34162 members 
Entering Unmasked Estep 
Score: -11913236.000000 Penalty: 3742.697266
	Iteration 38Q: 3 clusters Score -1.191324e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66384 members 
Mstep: Class 2 contains 33923 members 
Entering Unmasked Estep 
Score: -11913229.000000 Penalty: 3742.697266
	Iteration 39Q: 3 clusters Score -1.191323e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66594 members 
Mstep: Class 2 contains 33713 members 
Entering Unmasked Estep 
Score: -11913221.000000 Penalty: 3742.697266
	Iteration 40F: 3 clusters Score -1.191322e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66728 members 
Mstep: Class 2 contains 33579 members 
Entering Unmasked Estep 
Score: -11913220.000000 Penalty: 3742.697266
	Iteration 41Q: 3 clusters Score -1.191322e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67000 members 
Mstep: Class 2 contains 33307 members 
Entering Unmasked Estep 
Score: -11913217.000000 Penalty: 3742.697266
	Iteration 42Q: 3 clusters Score -1.191322e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67266 members 
Mstep: Class 2 contains 33041 members 
Entering Unmasked Estep 
Score: -11913203.000000 Penalty: 3742.697266
	Iteration 43Q: 3 clusters Score -1.19132e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67541 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
Score: -11913208.000000 Penalty: 3742.697266
	Iteration 44Q: 3 clusters Score -1.191321e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67776 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -11913240.000000 Penalty: 3742.697266
	Iteration 45Q: 3 clusters Score -1.191324e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68027 members 
Mstep: Class 2 contains 32280 members 
Entering Unmasked Estep 
Score: -11913203.000000 Penalty: 3742.697266
	Iteration 46Q: 3 clusters Score -1.19132e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68326 members 
Mstep: Class 2 contains 31981 members 
Entering Unmasked Estep 
Score: -11913195.000000 Penalty: 3742.697266
	Iteration 47Q: 3 clusters Score -1.19132e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68505 members 
Mstep: Class 2 contains 31802 members 
Entering Unmasked Estep 
Score: -11913196.000000 Penalty: 3742.697266
	Iteration 48Q: 3 clusters Score -1.19132e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68659 members 
Mstep: Class 2 contains 31648 members 
Entering Unmasked Estep 
Score: -11913193.000000 Penalty: 3742.697266
	Iteration 49Q: 3 clusters Score -1.191319e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68744 members 
Mstep: Class 2 contains 31563 members 
Entering Unmasked Estep 
Score: -11913212.000000 Penalty: 3742.697266
	Iteration 50Q: 3 clusters Score -1.191321e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68909 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -11913231.000000 Penalty: 3742.697266
	Iteration 51Q: 3 clusters Score -1.191323e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69053 members 
Mstep: Class 2 contains 31254 members 
Entering Unmasked Estep 
Score: -11913235.000000 Penalty: 3742.697266
	Iteration 52Q: 3 clusters Score -1.191324e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69140 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -11913233.000000 Penalty: 3742.697266
	Iteration 53Q: 3 clusters Score -1.191323e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69253 members 
Mstep: Class 2 contains 31054 members 
Entering Unmasked Estep 
Score: -11913264.000000 Penalty: 3742.697266
	Iteration 54Q: 3 clusters Score -1.191326e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69308 members 
Mstep: Class 2 contains 30999 members 
Entering Unmasked Estep 
Score: -11913279.000000 Penalty: 3742.697266
	Iteration 55Q: 3 clusters Score -1.191328e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69328 members 
Mstep: Class 2 contains 30979 members 
Entering Unmasked Estep 
Score: -11913289.000000 Penalty: 3742.697266
	Iteration 56Q: 3 clusters Score -1.191329e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69385 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
Score: -11913302.000000 Penalty: 3742.697266
	Iteration 57Q: 3 clusters Score -1.19133e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69459 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -11913308.000000 Penalty: 3742.697266
	Iteration 58Q: 3 clusters Score -1.191331e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69562 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -11913297.000000 Penalty: 3742.697266
	Iteration 59Q: 3 clusters Score -1.19133e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69697 members 
Mstep: Class 2 contains 30610 members 
Entering Unmasked Estep 
Score: -11913258.000000 Penalty: 3742.697266
	Iteration 60F: 3 clusters Score -1.191326e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69880 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -11913346.000000 Penalty: 3742.697266
	Iteration 61Q: 3 clusters Score -1.191335e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70032 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -11913316.000000 Penalty: 3742.697266
	Iteration 62Q: 3 clusters Score -1.191332e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70319 members 
Mstep: Class 2 contains 29988 members 
Entering Unmasked Estep 
Score: -11913255.000000 Penalty: 3742.697266
	Iteration 63Q: 3 clusters Score -1.191326e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70639 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -11913272.000000 Penalty: 3742.697266
	Iteration 64Q: 3 clusters Score -1.191327e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71078 members 
Mstep: Class 2 contains 29229 members 
Entering Unmasked Estep 
Score: -11913204.000000 Penalty: 3742.697266
	Iteration 65Q: 3 clusters Score -1.19132e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71733 members 
Mstep: Class 2 contains 28574 members 
Entering Unmasked Estep 
Score: -11913247.000000 Penalty: 3742.697266
	Iteration 66Q: 3 clusters Score -1.191325e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72419 members 
Mstep: Class 2 contains 27888 members 
Entering Unmasked Estep 
Score: -11913235.000000 Penalty: 3742.697266
	Iteration 67Q: 3 clusters Score -1.191324e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72982 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -11913280.000000 Penalty: 3742.697266
	Iteration 68Q: 3 clusters Score -1.191328e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73605 members 
Mstep: Class 2 contains 26702 members 
Entering Unmasked Estep 
Score: -11913298.000000 Penalty: 3742.697266
	Iteration 69Q: 3 clusters Score -1.19133e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74294 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -11913237.000000 Penalty: 3742.697266
	Iteration 70Q: 3 clusters Score -1.191324e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74933 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -11913247.000000 Penalty: 3742.697266
	Iteration 71Q: 3 clusters Score -1.191325e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75601 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -11913221.000000 Penalty: 3742.697266
	Iteration 72Q: 3 clusters Score -1.191322e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76037 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -11913246.000000 Penalty: 3742.697266
	Iteration 73Q: 3 clusters Score -1.191325e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76362 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -11913171.000000 Penalty: 3742.697266
	Iteration 74Q: 3 clusters Score -1.191317e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76804 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -11913154.000000 Penalty: 3742.697266
	Iteration 75Q: 3 clusters Score -1.191315e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77198 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -11913195.000000 Penalty: 3742.697266
	Iteration 76Q: 3 clusters Score -1.19132e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77733 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -11913171.000000 Penalty: 3742.697266
	Iteration 77Q: 3 clusters Score -1.191317e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78228 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -11913124.000000 Penalty: 3742.697266
	Iteration 78Q: 3 clusters Score -1.191312e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78800 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -11913063.000000 Penalty: 3742.697266
	Iteration 79Q: 3 clusters Score -1.191306e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79282 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -11913071.000000 Penalty: 3742.697266
	Iteration 80F: 3 clusters Score -1.191307e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79991 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -11913050.000000 Penalty: 3742.697266
	Iteration 81Q: 3 clusters Score -1.191305e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80490 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -11913067.000000 Penalty: 3742.697266
	Iteration 82Q: 3 clusters Score -1.191307e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81109 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -11912936.000000 Penalty: 3742.697266
	Iteration 83Q: 3 clusters Score -1.191294e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81593 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -11912872.000000 Penalty: 3742.697266
	Iteration 84Q: 3 clusters Score -1.191287e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82227 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -11912757.000000 Penalty: 3742.697266
	Iteration 85Q: 3 clusters Score -1.191276e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82850 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -11912754.000000 Penalty: 3742.697266
	Iteration 86Q: 3 clusters Score -1.191275e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83477 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -11912672.000000 Penalty: 3742.697266
	Iteration 87Q: 3 clusters Score -1.191267e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84242 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -11912227.000000 Penalty: 3742.697266
	Iteration 88Q: 3 clusters Score -1.191223e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85130 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -11912081.000000 Penalty: 3742.697266
	Iteration 89Q: 3 clusters Score -1.191208e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85869 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -11911831.000000 Penalty: 3742.697266
	Iteration 90Q: 3 clusters Score -1.191183e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86726 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -11911890.000000 Penalty: 3742.697266
	Iteration 91Q: 3 clusters Score -1.191189e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87463 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -11912110.000000 Penalty: 3742.697266
	Iteration 92Q: 3 clusters Score -1.191211e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88063 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -11912163.000000 Penalty: 3742.697266
	Iteration 93Q: 3 clusters Score -1.191216e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88729 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -11912162.000000 Penalty: 3742.697266
	Iteration 94Q: 3 clusters Score -1.191216e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89504 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -11912279.000000 Penalty: 3742.697266
	Iteration 95Q: 3 clusters Score -1.191228e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90033 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -11912511.000000 Penalty: 3742.697266
	Iteration 96Q: 3 clusters Score -1.191251e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90473 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -11912558.000000 Penalty: 3742.697266
	Iteration 97Q: 3 clusters Score -1.191256e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90804 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -11912554.000000 Penalty: 3742.697266
	Iteration 98Q: 3 clusters Score -1.191255e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90926 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -11912564.000000 Penalty: 3742.697266
	Iteration 99Q: 3 clusters Score -1.191256e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91033 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -11912561.000000 Penalty: 3742.697266
	Iteration 100F: 3 clusters Score -1.191256e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91243 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -11912576.000000 Penalty: 3742.697266
	Iteration 101Q: 3 clusters Score -1.191258e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91351 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -11912573.000000 Penalty: 3742.697266
	Iteration 102Q: 3 clusters Score -1.191257e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91439 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -11912586.000000 Penalty: 3742.697266
	Iteration 103Q: 3 clusters Score -1.191259e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91538 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -11912567.000000 Penalty: 3742.697266
	Iteration 104Q: 3 clusters Score -1.191257e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91578 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -11912545.000000 Penalty: 3742.697266
	Iteration 105Q: 3 clusters Score -1.191254e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91522 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -11912579.000000 Penalty: 3742.697266
	Iteration 106Q: 3 clusters Score -1.191258e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91642 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -11912547.000000 Penalty: 3742.697266
	Iteration 107Q: 3 clusters Score -1.191255e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91541 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -11912583.000000 Penalty: 3742.697266
	Iteration 108Q: 3 clusters Score -1.191258e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91550 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -11912582.000000 Penalty: 3742.697266
	Iteration 109Q: 3 clusters Score -1.191258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91548 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -11912573.000000 Penalty: 3742.697266
	Iteration 110Q: 3 clusters Score -1.191257e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91646 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -11912552.000000 Penalty: 3742.697266
	Iteration 111Q: 3 clusters Score -1.191255e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91576 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -11912595.000000 Penalty: 3742.697266
	Iteration 112Q: 3 clusters Score -1.19126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91579 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -11912567.000000 Penalty: 3742.697266
	Iteration 113Q: 3 clusters Score -1.191257e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91522 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -11912586.000000 Penalty: 3742.697266
	Iteration 114Q: 3 clusters Score -1.191259e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91560 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -11912592.000000 Penalty: 3742.697266
	Iteration 115Q: 3 clusters Score -1.191259e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91520 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -11912574.000000 Penalty: 3742.697266
	Iteration 116Q: 3 clusters Score -1.191257e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91487 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -11912601.000000 Penalty: 3742.697266
	Iteration 117Q: 3 clusters Score -1.19126e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91560 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -11912605.000000 Penalty: 3742.697266
	Iteration 118Q: 3 clusters Score -1.19126e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91578 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -11912578.000000 Penalty: 3742.697266
	Iteration 119Q: 3 clusters Score -1.191258e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91562 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -11912595.000000 Penalty: 3742.697266
	Iteration 120F: 3 clusters Score -1.19126e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91592 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -11912578.000000 Penalty: 3742.697266
	Iteration 121Q: 3 clusters Score -1.191258e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91593 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -11912574.000000 Penalty: 3742.697266
	Iteration 122Q: 3 clusters Score -1.191257e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91558 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -11912603.000000 Penalty: 3742.697266
	Iteration 123Q: 3 clusters Score -1.19126e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91565 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -11912582.000000 Penalty: 3742.697266
	Iteration 124Q: 3 clusters Score -1.191258e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91565 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -11912582.000000 Penalty: 3742.697266
	Iteration 125F: 3 clusters Score -1.191258e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (43807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43807 members 
Entering Unmasked Estep 
Score: -4999168.000000 Penalty: 1736.726685
	Iteration 0F: 2 clusters Score -4999168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -4969866.500000 Penalty: 3473.453369
	Iteration 0F: 3 clusters Score -4969866 nChanged 20508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -4981766.000000 Penalty: 3473.453369
	Iteration 1F: 3 clusters Score -4981766 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -4982766.000000 Penalty: 3473.453369
	Iteration 2F: 3 clusters Score -4982766 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -4984159.500000 Penalty: 3473.453369
	Iteration 3F: 3 clusters Score -4984160 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -4985899.000000 Penalty: 3473.453369
	Iteration 4F: 3 clusters Score -4985899 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -4987784.000000 Penalty: 3473.453369
	Iteration 5F: 3 clusters Score -4987784 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -4989515.000000 Penalty: 3473.453369
	Iteration 6F: 3 clusters Score -4989515 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -4990929.000000 Penalty: 3473.453369
	Iteration 7F: 3 clusters Score -4990929 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -4991871.500000 Penalty: 3473.453369
	Iteration 8Q: 3 clusters Score -4991872 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -4992439.500000 Penalty: 3473.453369
	Iteration 9Q: 3 clusters Score -4992440 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -4992755.000000 Penalty: 3473.453369
	Iteration 10Q: 3 clusters Score -4992755 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -4992996.000000 Penalty: 3473.453369
	Iteration 11Q: 3 clusters Score -4992996 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -4993136.000000 Penalty: 3473.453369
	Iteration 12Q: 3 clusters Score -4993136 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -4993224.500000 Penalty: 3473.453369
	Iteration 13Q: 3 clusters Score -4993224 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -4993302.500000 Penalty: 3473.453369
	Iteration 14Q: 3 clusters Score -4993302 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -4993314.000000 Penalty: 3473.453369
	Iteration 15Q: 3 clusters Score -4993314 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -4993389.000000 Penalty: 3473.453369
	Iteration 16Q: 3 clusters Score -4993389 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -4993446.000000 Penalty: 3473.453369
	Iteration 17Q: 3 clusters Score -4993446 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -4993497.500000 Penalty: 3473.453369
	Iteration 18Q: 3 clusters Score -4993498 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -4993533.000000 Penalty: 3473.453369
	Iteration 19Q: 3 clusters Score -4993533 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -4993563.500000 Penalty: 3473.453369
	Iteration 20F: 3 clusters Score -4993564 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -4993592.000000 Penalty: 3473.453369
	Iteration 21Q: 3 clusters Score -4993592 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -4993625.500000 Penalty: 3473.453369
	Iteration 22Q: 3 clusters Score -4993626 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -4993645.000000 Penalty: 3473.453369
	Iteration 23Q: 3 clusters Score -4993645 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -4993656.000000 Penalty: 3473.453369
	Iteration 24Q: 3 clusters Score -4993656 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4993675 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -4993700.000000 Penalty: 3473.453369
	Iteration 26Q: 3 clusters Score -4993700 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -4993696.500000 Penalty: 3473.453369
	Iteration 27Q: 3 clusters Score -4993696 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -4993710.000000 Penalty: 3473.453369
	Iteration 28Q: 3 clusters Score -4993710 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -4993722.500000 Penalty: 3473.453369
	Iteration 29Q: 3 clusters Score -4993722 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -4993736.000000 Penalty: 3473.453369
	Iteration 30Q: 3 clusters Score -4993736 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -4993744.500000 Penalty: 3473.453369
	Iteration 31Q: 3 clusters Score -4993744 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -4993748.000000 Penalty: 3473.453369
	Iteration 32Q: 3 clusters Score -4993748 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -4993749.000000 Penalty: 3473.453369
	Iteration 33Q: 3 clusters Score -4993749 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -4993762.500000 Penalty: 3473.453369
	Iteration 34Q: 3 clusters Score -4993762 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -4993761.000000 Penalty: 3473.453369
	Iteration 35Q: 3 clusters Score -4993761 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -4993793.500000 Penalty: 3473.453369
	Iteration 36Q: 3 clusters Score -4993794 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -4993815.500000 Penalty: 3473.453369
	Iteration 37Q: 3 clusters Score -4993816 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -4993819.000000 Penalty: 3473.453369
	Iteration 38Q: 3 clusters Score -4993819 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -4993836.000000 Penalty: 3473.453369
	Iteration 39Q: 3 clusters Score -4993836 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -4993837.500000 Penalty: 3473.453369
	Iteration 40F: 3 clusters Score -4993838 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -4993842.500000 Penalty: 3473.453369
	Iteration 41Q: 3 clusters Score -4993842 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -4993859.500000 Penalty: 3473.453369
	Iteration 42Q: 3 clusters Score -4993860 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -4993875.500000 Penalty: 3473.453369
	Iteration 43Q: 3 clusters Score -4993876 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -4993874.500000 Penalty: 3473.453369
	Iteration 44Q: 3 clusters Score -4993874 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -4993878.500000 Penalty: 3473.453369
	Iteration 45Q: 3 clusters Score -4993878 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -4993908.000000 Penalty: 3473.453369
	Iteration 46Q: 3 clusters Score -4993908 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -4993916.500000 Penalty: 3473.453369
	Iteration 47Q: 3 clusters Score -4993916 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -4993944.500000 Penalty: 3473.453369
	Iteration 48Q: 3 clusters Score -4993944 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -4993951.500000 Penalty: 3473.453369
	Iteration 49Q: 3 clusters Score -4993952 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -4993949.500000 Penalty: 3473.453369
	Iteration 50Q: 3 clusters Score -4993950 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -4993961.000000 Penalty: 3473.453369
	Iteration 51Q: 3 clusters Score -4993961 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -4993985.000000 Penalty: 3473.453369
	Iteration 52Q: 3 clusters Score -4993985 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -4994005.500000 Penalty: 3473.453369
	Iteration 53Q: 3 clusters Score -4994006 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -4994022.000000 Penalty: 3473.453369
	Iteration 54Q: 3 clusters Score -4994022 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -4994035.500000 Penalty: 3473.453369
	Iteration 55Q: 3 clusters Score -4994036 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -4994039.000000 Penalty: 3473.453369
	Iteration 56Q: 3 clusters Score -4994039 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -4994029.500000 Penalty: 3473.453369
	Iteration 57Q: 3 clusters Score -4994030 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -4994035.500000 Penalty: 3473.453369
	Iteration 58Q: 3 clusters Score -4994036 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -4994028.000000 Penalty: 3473.453369
	Iteration 59Q: 3 clusters Score -4994028 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -4994047.000000 Penalty: 3473.453369
	Iteration 60F: 3 clusters Score -4994047 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -4994045.000000 Penalty: 3473.453369
	Iteration 61Q: 3 clusters Score -4994045 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -4994065.500000 Penalty: 3473.453369
	Iteration 62Q: 3 clusters Score -4994066 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -4994078.000000 Penalty: 3473.453369
	Iteration 63Q: 3 clusters Score -4994078 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -4994091.000000 Penalty: 3473.453369
	Iteration 64Q: 3 clusters Score -4994091 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -4994099.000000 Penalty: 3473.453369
	Iteration 65Q: 3 clusters Score -4994099 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -4994094.500000 Penalty: 3473.453369
	Iteration 66Q: 3 clusters Score -4994094 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -4994088.500000 Penalty: 3473.453369
	Iteration 67Q: 3 clusters Score -4994088 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4994096 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -4994114.000000 Penalty: 3473.453369
	Iteration 69Q: 3 clusters Score -4994114 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -4994118.000000 Penalty: 3473.453369
	Iteration 70Q: 3 clusters Score -4994118 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -4994121.500000 Penalty: 3473.453369
	Iteration 71Q: 3 clusters Score -4994122 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -4994129.000000 Penalty: 3473.453369
	Iteration 72Q: 3 clusters Score -4994129 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -4994144.000000 Penalty: 3473.453369
	Iteration 73Q: 3 clusters Score -4994144 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -4994158.500000 Penalty: 3473.453369
	Iteration 74Q: 3 clusters Score -4994158 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -4994167.500000 Penalty: 3473.453369
	Iteration 75Q: 3 clusters Score -4994168 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -4994164.500000 Penalty: 3473.453369
	Iteration 76Q: 3 clusters Score -4994164 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -4994186.500000 Penalty: 3473.453369
	Iteration 77Q: 3 clusters Score -4994186 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -4994196.500000 Penalty: 3473.453369
	Iteration 78Q: 3 clusters Score -4994196 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -4994213.500000 Penalty: 3473.453369
	Iteration 79Q: 3 clusters Score -4994214 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -4994211.000000 Penalty: 3473.453369
	Iteration 80F: 3 clusters Score -4994211 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -4994225.000000 Penalty: 3473.453369
	Iteration 81Q: 3 clusters Score -4994225 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -4994231.000000 Penalty: 3473.453369
	Iteration 82Q: 3 clusters Score -4994231 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -4994229.500000 Penalty: 3473.453369
	Iteration 83Q: 3 clusters Score -4994230 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -4994237.000000 Penalty: 3473.453369
	Iteration 84Q: 3 clusters Score -4994237 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -4994234.000000 Penalty: 3473.453369
	Iteration 85Q: 3 clusters Score -4994234 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -4994243.500000 Penalty: 3473.453369
	Iteration 86Q: 3 clusters Score -4994244 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -4994262.000000 Penalty: 3473.453369
	Iteration 87Q: 3 clusters Score -4994262 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -4994261.000000 Penalty: 3473.453369
	Iteration 88Q: 3 clusters Score -4994261 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -4994294.000000 Penalty: 3473.453369
	Iteration 89Q: 3 clusters Score -4994294 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -4994282.500000 Penalty: 3473.453369
	Iteration 90Q: 3 clusters Score -4994282 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -4994290.500000 Penalty: 3473.453369
	Iteration 91Q: 3 clusters Score -4994290 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 25387 members 
Entering Unmasked Estep 
Score: -4994314.000000 Penalty: 3473.453369
	Iteration 92Q: 3 clusters Score -4994314 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -4994326.000000 Penalty: 3473.453369
	Iteration 93Q: 3 clusters Score -4994326 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -4994350.500000 Penalty: 3473.453369
	Iteration 94Q: 3 clusters Score -4994350 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -4994352.500000 Penalty: 3473.453369
	Iteration 95Q: 3 clusters Score -4994352 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
Score: -4994377.000000 Penalty: 3473.453369
	Iteration 96Q: 3 clusters Score -4994377 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -4994427.000000 Penalty: 3473.453369
	Iteration 97Q: 3 clusters Score -4994427 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -4994480.000000 Penalty: 3473.453369
	Iteration 98Q: 3 clusters Score -4994480 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -4994507.500000 Penalty: 3473.453369
	Iteration 99Q: 3 clusters Score -4994508 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 27018 members 
Entering Unmasked Estep 
Score: -4994528.000000 Penalty: 3473.453369
	Iteration 100F: 3 clusters Score -4994528 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -4994557.500000 Penalty: 3473.453369
	Iteration 101Q: 3 clusters Score -4994558 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 27535 members 
Entering Unmasked Estep 
Score: -4994583.500000 Penalty: 3473.453369
	Iteration 102Q: 3 clusters Score -4994584 nChanged 260
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Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 27793 members 
Entering Unmasked Estep 
Score: -4994617.000000 Penalty: 3473.453369
	Iteration 103Q: 3 clusters Score -4994617 nChanged 292
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -4994658.500000 Penalty: 3473.453369
	Iteration 104Q: 3 clusters Score -4994658 nChanged 289
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 28372 members 
Entering Unmasked Estep 
Score: -4994704.000000 Penalty: 3473.453369
	Iteration 105Q: 3 clusters Score -4994704 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 28677 members 
Entering Unmasked Estep 
Score: -4994753.500000 Penalty: 3473.453369
	Iteration 106Q: 3 clusters Score -4994754 nChanged 304
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -4994807.000000 Penalty: 3473.453369
	Iteration 107Q: 3 clusters Score -4994807 nChanged 297
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -4994853.000000 Penalty: 3473.453369
	Iteration 108Q: 3 clusters Score -4994853 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -4994907.000000 Penalty: 3473.453369
	Iteration 109Q: 3 clusters Score -4994907 nChanged 311
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 29903 members 
Entering Unmasked Estep 
Score: -4994958.500000 Penalty: 3473.453369
	Iteration 110Q: 3 clusters Score -4994958 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 30237 members 
Entering Unmasked Estep 
Score: -4995015.000000 Penalty: 3473.453369
	Iteration 111Q: 3 clusters Score -4995015 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 30591 members 
Entering Unmasked Estep 
Score: -4995105.000000 Penalty: 3473.453369
	Iteration 112Q: 3 clusters Score -4995105 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 30985 members 
Entering Unmasked Estep 
Score: -4995184.000000 Penalty: 3473.453369
	Iteration 113Q: 3 clusters Score -4995184 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 31388 members 
Entering Unmasked Estep 
Score: -4995284.000000 Penalty: 3473.453369
	Iteration 114Q: 3 clusters Score -4995284 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 31735 members 
Entering Unmasked Estep 
Score: -4995368.000000 Penalty: 3473.453369
	Iteration 115Q: 3 clusters Score -4995368 nChanged 364
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 32091 members 
Entering Unmasked Estep 
Score: -4995435.500000 Penalty: 3473.453369
	Iteration 116Q: 3 clusters Score -4995436 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 32417 members 
Entering Unmasked Estep 
Score: -4995519.500000 Penalty: 3473.453369
	Iteration 117Q: 3 clusters Score -4995520 nChanged 319
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Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 32734 members 
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Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 33023 members 
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Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 33304 members 
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Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 33580 members 
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Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 33846 members 
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Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 34100 members 
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Mstep: Class 1 contains 9151 members 
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Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 34910 members 
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Mstep: Class 1 contains 8656 members 
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Mstep: Class 1 contains 8401 members 
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Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 35632 members 
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Mstep: Class 1 contains 7950 members 
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Mstep: Class 1 contains 7711 members 
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Mstep: Class 1 contains 7508 members 
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Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 36482 members 
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Mstep: Class 1 contains 6982 members 
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Mstep: Class 1 contains 6802 members 
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Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 37737 members 
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Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 37924 members 
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Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 38111 members 
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Mstep: Class 1 contains 5530 members 
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Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 38617 members 
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Mstep: Class 1 contains 5021 members 
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Mstep: Class 1 contains 3984 members 
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Mstep: Class 1 contains 3763 members 
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Mstep: Class 1 contains 3574 members 
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Mstep: Class 1 contains 3465 members 
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Mstep: Class 1 contains 2794 members 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 42539 members 
Entering Unmasked Estep 
Score: -4997792.500000 Penalty: 3473.453369
	Iteration 211Q: 3 clusters Score -4997792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 42553 members 
Entering Unmasked Estep 
Score: -4997801.000000 Penalty: 3473.453369
	Iteration 212Q: 3 clusters Score -4997801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 42567 members 
Entering Unmasked Estep 
Score: -4997803.000000 Penalty: 3473.453369
	Iteration 213Q: 3 clusters Score -4997803 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 42581 members 
Entering Unmasked Estep 
Score: -4997801.500000 Penalty: 3473.453369
	Iteration 214Q: 3 clusters Score -4997802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 42592 members 
Entering Unmasked Estep 
Score: -4997803.500000 Penalty: 3473.453369
	Iteration 215Q: 3 clusters Score -4997804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 42602 members 
Entering Unmasked Estep 
Score: -4997807.000000 Penalty: 3473.453369
	Iteration 216Q: 3 clusters Score -4997807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 42610 members 
Entering Unmasked Estep 
Score: -4997808.500000 Penalty: 3473.453369
	Iteration 217Q: 3 clusters Score -4997808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 42617 members 
Entering Unmasked Estep 
Score: -4997809.500000 Penalty: 3473.453369
	Iteration 218Q: 3 clusters Score -4997810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 42624 members 
Entering Unmasked Estep 
Score: -4997811.500000 Penalty: 3473.453369
	Iteration 219Q: 3 clusters Score -4997812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 42629 members 
Entering Unmasked Estep 
Score: -4997813.000000 Penalty: 3473.453369
	Iteration 220F: 3 clusters Score -4997813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 42634 members 
Entering Unmasked Estep 
Score: -4997816.000000 Penalty: 3473.453369
	Iteration 221Q: 3 clusters Score -4997816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 42642 members 
Entering Unmasked Estep 
Score: -4997815.000000 Penalty: 3473.453369
	Iteration 222Q: 3 clusters Score -4997815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 42645 members 
Entering Unmasked Estep 
Score: -4997816.000000 Penalty: 3473.453369
	Iteration 223Q: 3 clusters Score -4997816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 42646 members 
Entering Unmasked Estep 
Score: -4997818.500000 Penalty: 3473.453369
	Iteration 224Q: 3 clusters Score -4997818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 42649 members 
Entering Unmasked Estep 
Score: -4997819.000000 Penalty: 3473.453369
	Iteration 225Q: 3 clusters Score -4997819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 42654 members 
Entering Unmasked Estep 
Score: -4997823.000000 Penalty: 3473.453369
	Iteration 226Q: 3 clusters Score -4997823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 42662 members 
Entering Unmasked Estep 
Score: -4997829.000000 Penalty: 3473.453369
	Iteration 227Q: 3 clusters Score -4997829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 42666 members 
Entering Unmasked Estep 
Score: -4997832.000000 Penalty: 3473.453369
	Iteration 228Q: 3 clusters Score -4997832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 42672 members 
Entering Unmasked Estep 
Score: -4997835.500000 Penalty: 3473.453369
	Iteration 229Q: 3 clusters Score -4997836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 42680 members 
Entering Unmasked Estep 
Score: -4997845.000000 Penalty: 3473.453369
	Iteration 230Q: 3 clusters Score -4997845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 42684 members 
Entering Unmasked Estep 
Score: -4997852.000000 Penalty: 3473.453369
	Iteration 231Q: 3 clusters Score -4997852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 42687 members 
Entering Unmasked Estep 
Score: -4997852.500000 Penalty: 3473.453369
	Iteration 232Q: 3 clusters Score -4997852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 42690 members 
Entering Unmasked Estep 
Score: -4997854.500000 Penalty: 3473.453369
	Iteration 233Q: 3 clusters Score -4997854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 42692 members 
Entering Unmasked Estep 
Score: -4997851.500000 Penalty: 3473.453369
	Iteration 234Q: 3 clusters Score -4997852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 42693 members 
Entering Unmasked Estep 
Score: -4997854.500000 Penalty: 3473.453369
	Iteration 235Q: 3 clusters Score -4997854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 42700 members 
Entering Unmasked Estep 
Score: -4997862.000000 Penalty: 3473.453369
	Iteration 236Q: 3 clusters Score -4997862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 42705 members 
Entering Unmasked Estep 
Score: -4997859.000000 Penalty: 3473.453369
	Iteration 237Q: 3 clusters Score -4997859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 42710 members 
Entering Unmasked Estep 
Score: -4997859.500000 Penalty: 3473.453369
	Iteration 238Q: 3 clusters Score -4997860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 42713 members 
Entering Unmasked Estep 
Score: -4997864.500000 Penalty: 3473.453369
	Iteration 239Q: 3 clusters Score -4997864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 42713 members 
Entering Unmasked Estep 
Score: -4997866.500000 Penalty: 3473.453369
	Iteration 240F: 3 clusters Score -4997866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 42716 members 
Entering Unmasked Estep 
Score: -4997863.000000 Penalty: 3473.453369
	Iteration 241Q: 3 clusters Score -4997863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 42722 members 
Entering Unmasked Estep 
Score: -4997862.500000 Penalty: 3473.453369
	Iteration 242Q: 3 clusters Score -4997862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 42729 members 
Entering Unmasked Estep 
Score: -4997867.000000 Penalty: 3473.453369
	Iteration 243Q: 3 clusters Score -4997867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 42730 members 
Entering Unmasked Estep 
Score: -4997868.000000 Penalty: 3473.453369
	Iteration 244Q: 3 clusters Score -4997868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 42731 members 
Entering Unmasked Estep 
Score: -4997866.000000 Penalty: 3473.453369
	Iteration 245Q: 3 clusters Score -4997866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 42730 members 
Entering Unmasked Estep 
Score: -4997861.500000 Penalty: 3473.453369
	Iteration 246Q: 3 clusters Score -4997862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 42728 members 
Entering Unmasked Estep 
Score: -4997866.000000 Penalty: 3473.453369
	Iteration 247Q: 3 clusters Score -4997866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 42728 members 
Entering Unmasked Estep 
Score: -4997866.000000 Penalty: 3473.453369
	Iteration 248F: 3 clusters Score -4997866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Entering Unmasked Estep 
Score: -22566.664062 Penalty: 913.315125
	Iteration 0F: 2 clusters Score -22566.66 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 133 members 
Entering Unmasked Estep 
Score: -21809.333984 Penalty: 1826.630249
	Iteration 0F: 3 clusters Score -21809.33 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -21944.718750 Penalty: 1826.630249
	Iteration 1F: 3 clusters Score -21944.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -21985.660156 Penalty: 1826.630249
	Iteration 2F: 3 clusters Score -21985.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -22021.201172 Penalty: 1826.630249
	Iteration 3Q: 3 clusters Score -22021.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -22023.119141 Penalty: 1826.630249
	Iteration 4Q: 3 clusters Score -22023.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -22026.261719 Penalty: 1826.630249
	Iteration 5Q: 3 clusters Score -22026.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -22028.603516 Penalty: 1826.630249
	Iteration 6Q: 3 clusters Score -22028.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -22028.603516 Penalty: 1826.630249
	Iteration 7F: 3 clusters Score -22028.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (88416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88416 members 
Entering Unmasked Estep 
Score: -10402630.000000 Penalty: 1850.843872
	Iteration 0F: 2 clusters Score -1.040263e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44246 members 
Mstep: Class 2 contains 44170 members 
Entering Unmasked Estep 
Score: -10343557.000000 Penalty: 3701.687744
	Iteration 0F: 3 clusters Score -1.034356e+07 nChanged 42231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45253 members 
Mstep: Class 2 contains 43163 members 
Entering Unmasked Estep 
Score: -10368133.000000 Penalty: 3701.687744
	Iteration 1F: 3 clusters Score -1.036813e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45925 members 
Mstep: Class 2 contains 42491 members 
Entering Unmasked Estep 
Score: -10368776.000000 Penalty: 3701.687744
	Iteration 2Q: 3 clusters Score -1.036878e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46932 members 
Mstep: Class 2 contains 41484 members 
Entering Unmasked Estep 
Score: -10369483.000000 Penalty: 3701.687744
	Iteration 3Q: 3 clusters Score -1.036948e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48378 members 
Mstep: Class 2 contains 40038 members 
Entering Unmasked Estep 
Score: -10370525.000000 Penalty: 3701.687744
	Iteration 4Q: 3 clusters Score -1.037052e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50561 members 
Mstep: Class 2 contains 37855 members 
Entering Unmasked Estep 
Score: -10372002.000000 Penalty: 3701.687744
	Iteration 5Q: 3 clusters Score -1.0372e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53538 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
Score: -10373952.000000 Penalty: 3701.687744
	Iteration 6Q: 3 clusters Score -1.037395e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57435 members 
Mstep: Class 2 contains 30981 members 
Entering Unmasked Estep 
Score: -10376885.000000 Penalty: 3701.687744
	Iteration 7F: 3 clusters Score -1.037688e+07 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61958 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -10380784.000000 Penalty: 3701.687744
	Iteration 8F: 3 clusters Score -1.038078e+07 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66593 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -10385066.000000 Penalty: 3701.687744
	Iteration 9F: 3 clusters Score -1.038507e+07 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70671 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -10388983.000000 Penalty: 3701.687744
	Iteration 10F: 3 clusters Score -1.038898e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73943 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -10392048.000000 Penalty: 3701.687744
	Iteration 11Q: 3 clusters Score -1.039205e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76547 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -10394014.000000 Penalty: 3701.687744
	Iteration 12Q: 3 clusters Score -1.039401e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78665 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -10395431.000000 Penalty: 3701.687744
	Iteration 13Q: 3 clusters Score -1.039543e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80477 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -10396392.000000 Penalty: 3701.687744
	Iteration 14Q: 3 clusters Score -1.039639e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81958 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -10397302.000000 Penalty: 3701.687744
	Iteration 15Q: 3 clusters Score -1.03973e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83245 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -10398100.000000 Penalty: 3701.687744
	Iteration 16Q: 3 clusters Score -1.03981e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84284 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -10398771.000000 Penalty: 3701.687744
	Iteration 17Q: 3 clusters Score -1.039877e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85138 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -10399333.000000 Penalty: 3701.687744
	Iteration 18Q: 3 clusters Score -1.039933e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85789 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -10399748.000000 Penalty: 3701.687744
	Iteration 19Q: 3 clusters Score -1.039975e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86289 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -10400038.000000 Penalty: 3701.687744
	Iteration 20F: 3 clusters Score -1.040004e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86676 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -10400318.000000 Penalty: 3701.687744
	Iteration 21Q: 3 clusters Score -1.040032e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86962 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -10400513.000000 Penalty: 3701.687744
	Iteration 22Q: 3 clusters Score -1.040051e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87203 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -10400673.000000 Penalty: 3701.687744
	Iteration 23Q: 3 clusters Score -1.040067e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87386 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -10400792.000000 Penalty: 3701.687744
	Iteration 24Q: 3 clusters Score -1.040079e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87522 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -10400860.000000 Penalty: 3701.687744
	Iteration 25Q: 3 clusters Score -1.040086e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87618 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -10400931.000000 Penalty: 3701.687744
	Iteration 26Q: 3 clusters Score -1.040093e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87684 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -10400980.000000 Penalty: 3701.687744
	Iteration 27Q: 3 clusters Score -1.040098e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87733 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -10401001.000000 Penalty: 3701.687744
	Iteration 28Q: 3 clusters Score -1.0401e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87771 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -10401019.000000 Penalty: 3701.687744
	Iteration 29Q: 3 clusters Score -1.040102e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87799 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -10401033.000000 Penalty: 3701.687744
	Iteration 30Q: 3 clusters Score -1.040103e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87816 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -10401047.000000 Penalty: 3701.687744
	Iteration 31Q: 3 clusters Score -1.040105e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87829 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -10401048.000000 Penalty: 3701.687744
	Iteration 32Q: 3 clusters Score -1.040105e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87837 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -10401047.000000 Penalty: 3701.687744
	Iteration 33Q: 3 clusters Score -1.040105e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87848 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -10401057.000000 Penalty: 3701.687744
	Iteration 34Q: 3 clusters Score -1.040106e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87856 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -10401053.000000 Penalty: 3701.687744
	Iteration 35Q: 3 clusters Score -1.040105e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87863 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -10401066.000000 Penalty: 3701.687744
	Iteration 36Q: 3 clusters Score -1.040107e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87867 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -10401070.000000 Penalty: 3701.687744
	Iteration 37Q: 3 clusters Score -1.040107e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87870 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -10401071.000000 Penalty: 3701.687744
	Iteration 38Q: 3 clusters Score -1.040107e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87871 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -10401068.000000 Penalty: 3701.687744
	Iteration 39Q: 3 clusters Score -1.040107e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87874 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -10401073.000000 Penalty: 3701.687744
	Iteration 40F: 3 clusters Score -1.040107e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87877 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -10401079.000000 Penalty: 3701.687744
	Iteration 41Q: 3 clusters Score -1.040108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87881 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -10401079.000000 Penalty: 3701.687744
	Iteration 42Q: 3 clusters Score -1.040108e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87886 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -10401080.000000 Penalty: 3701.687744
	Iteration 43Q: 3 clusters Score -1.040108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87886 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -10401086.000000 Penalty: 3701.687744
	Iteration 44Q: 3 clusters Score -1.040109e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87890 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -10401080.000000 Penalty: 3701.687744
	Iteration 45Q: 3 clusters Score -1.040108e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87896 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -10401073.000000 Penalty: 3701.687744
	Iteration 46Q: 3 clusters Score -1.040107e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87901 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -10401079.000000 Penalty: 3701.687744
	Iteration 47Q: 3 clusters Score -1.040108e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87908 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -10401091.000000 Penalty: 3701.687744
	Iteration 48Q: 3 clusters Score -1.040109e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87911 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -10401098.000000 Penalty: 3701.687744
	Iteration 49Q: 3 clusters Score -1.04011e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87915 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -10401098.000000 Penalty: 3701.687744
	Iteration 50Q: 3 clusters Score -1.04011e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87919 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -10401094.000000 Penalty: 3701.687744
	Iteration 51Q: 3 clusters Score -1.040109e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87924 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -10401089.000000 Penalty: 3701.687744
	Iteration 52Q: 3 clusters Score -1.040109e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87925 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -10401086.000000 Penalty: 3701.687744
	Iteration 53Q: 3 clusters Score -1.040109e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87925 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -10401086.000000 Penalty: 3701.687744
	Iteration 54F: 3 clusters Score -1.040109e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (197017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197017 members 
Entering Unmasked Estep 
Score: -22551800.000000 Penalty: 1981.044922
	Iteration 0F: 2 clusters Score -2.25518e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98629 members 
Mstep: Class 2 contains 98388 members 
Entering Unmasked Estep 
Score: -22443228.000000 Penalty: 3962.089844
	Iteration 0F: 3 clusters Score -2.244323e+07 nChanged 95592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99511 members 
Mstep: Class 2 contains 97506 members 
Entering Unmasked Estep 
Score: -22501074.000000 Penalty: 3962.089844
	Iteration 1F: 3 clusters Score -2.250107e+07 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100682 members 
Mstep: Class 2 contains 96335 members 
Entering Unmasked Estep 
Score: -22503226.000000 Penalty: 3962.089844
	Iteration 2Q: 3 clusters Score -2.250323e+07 nChanged 7695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102609 members 
Mstep: Class 2 contains 94408 members 
Entering Unmasked Estep 
Score: -22506076.000000 Penalty: 3962.089844
	Iteration 3Q: 3 clusters Score -2.250608e+07 nChanged 8817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105544 members 
Mstep: Class 2 contains 91473 members 
Entering Unmasked Estep 
Score: -22510276.000000 Penalty: 3962.089844
	Iteration 4Q: 3 clusters Score -2.251028e+07 nChanged 10186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109496 members 
Mstep: Class 2 contains 87521 members 
Entering Unmasked Estep 
Score: -22516206.000000 Penalty: 3962.089844
	Iteration 5F: 3 clusters Score -2.251621e+07 nChanged 11690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114244 members 
Mstep: Class 2 contains 82773 members 
Entering Unmasked Estep 
Score: -22524238.000000 Penalty: 3962.089844
	Iteration 6F: 3 clusters Score -2.252424e+07 nChanged 12400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118874 members 
Mstep: Class 2 contains 78143 members 
Entering Unmasked Estep 
Score: -22533078.000000 Penalty: 3962.089844
	Iteration 7F: 3 clusters Score -2.253308e+07 nChanged 10925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122651 members 
Mstep: Class 2 contains 74366 members 
Entering Unmasked Estep 
Score: -22538752.000000 Penalty: 3962.089844
	Iteration 8F: 3 clusters Score -2.253875e+07 nChanged 7814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125777 members 
Mstep: Class 2 contains 71240 members 
Entering Unmasked Estep 
Score: -22541392.000000 Penalty: 3962.089844
	Iteration 9Q: 3 clusters Score -2.254139e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128755 members 
Mstep: Class 2 contains 68262 members 
Entering Unmasked Estep 
Score: -22542474.000000 Penalty: 3962.089844
	Iteration 10Q: 3 clusters Score -2.254247e+07 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131746 members 
Mstep: Class 2 contains 65271 members 
Entering Unmasked Estep 
Score: -22543300.000000 Penalty: 3962.089844
	Iteration 11Q: 3 clusters Score -2.25433e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134862 members 
Mstep: Class 2 contains 62155 members 
Entering Unmasked Estep 
Score: -22544088.000000 Penalty: 3962.089844
	Iteration 12Q: 3 clusters Score -2.254409e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138123 members 
Mstep: Class 2 contains 58894 members 
Entering Unmasked Estep 
Score: -22544806.000000 Penalty: 3962.089844
	Iteration 13Q: 3 clusters Score -2.254481e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141420 members 
Mstep: Class 2 contains 55597 members 
Entering Unmasked Estep 
Score: -22545584.000000 Penalty: 3962.089844
	Iteration 14Q: 3 clusters Score -2.254558e+07 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144823 members 
Mstep: Class 2 contains 52194 members 
Entering Unmasked Estep 
Score: -22546474.000000 Penalty: 3962.089844
	Iteration 15Q: 3 clusters Score -2.254647e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148320 members 
Mstep: Class 2 contains 48697 members 
Entering Unmasked Estep 
Score: -22547460.000000 Penalty: 3962.089844
	Iteration 16Q: 3 clusters Score -2.254746e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151803 members 
Mstep: Class 2 contains 45214 members 
Entering Unmasked Estep 
Score: -22548400.000000 Penalty: 3962.089844
	Iteration 17Q: 3 clusters Score -2.25484e+07 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155297 members 
Mstep: Class 2 contains 41720 members 
Entering Unmasked Estep 
Score: -22549274.000000 Penalty: 3962.089844
	Iteration 18Q: 3 clusters Score -2.254927e+07 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158699 members 
Mstep: Class 2 contains 38318 members 
Entering Unmasked Estep 
Score: -22550084.000000 Penalty: 3962.089844
	Iteration 19Q: 3 clusters Score -2.255008e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161905 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -22550944.000000 Penalty: 3962.089844
	Iteration 20F: 3 clusters Score -2.255094e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164853 members 
Mstep: Class 2 contains 32164 members 
Entering Unmasked Estep 
Score: -22550772.000000 Penalty: 3962.089844
	Iteration 21Q: 3 clusters Score -2.255077e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167467 members 
Mstep: Class 2 contains 29550 members 
Entering Unmasked Estep 
Score: -22550912.000000 Penalty: 3962.089844
	Iteration 22Q: 3 clusters Score -2.255091e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169834 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -22550768.000000 Penalty: 3962.089844
	Iteration 23Q: 3 clusters Score -2.255077e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171910 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -22550680.000000 Penalty: 3962.089844
	Iteration 24Q: 3 clusters Score -2.255068e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173743 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -22550432.000000 Penalty: 3962.089844
	Iteration 25Q: 3 clusters Score -2.255043e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175357 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -22550038.000000 Penalty: 3962.089844
	Iteration 26Q: 3 clusters Score -2.255004e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176788 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -22549962.000000 Penalty: 3962.089844
	Iteration 27Q: 3 clusters Score -2.254996e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178106 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -22549806.000000 Penalty: 3962.089844
	Iteration 28Q: 3 clusters Score -2.254981e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179288 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -22549686.000000 Penalty: 3962.089844
	Iteration 29Q: 3 clusters Score -2.254969e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180396 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -22549602.000000 Penalty: 3962.089844
	Iteration 30Q: 3 clusters Score -2.25496e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181406 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -22549430.000000 Penalty: 3962.089844
	Iteration 31Q: 3 clusters Score -2.254943e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182365 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -22549556.000000 Penalty: 3962.089844
	Iteration 32Q: 3 clusters Score -2.254956e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183232 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -22549514.000000 Penalty: 3962.089844
	Iteration 33Q: 3 clusters Score -2.254951e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184057 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -22549524.000000 Penalty: 3962.089844
	Iteration 34Q: 3 clusters Score -2.254952e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184876 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -22549578.000000 Penalty: 3962.089844
	Iteration 35Q: 3 clusters Score -2.254958e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185648 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -22549774.000000 Penalty: 3962.089844
	Iteration 36Q: 3 clusters Score -2.254977e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186369 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -22550010.000000 Penalty: 3962.089844
	Iteration 37Q: 3 clusters Score -2.255001e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187044 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -22550042.000000 Penalty: 3962.089844
	Iteration 38Q: 3 clusters Score -2.255004e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187642 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -22550030.000000 Penalty: 3962.089844
	Iteration 39Q: 3 clusters Score -2.255003e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188213 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -22549962.000000 Penalty: 3962.089844
	Iteration 40F: 3 clusters Score -2.254996e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188716 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -22549928.000000 Penalty: 3962.089844
	Iteration 41Q: 3 clusters Score -2.254993e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189191 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -22549962.000000 Penalty: 3962.089844
	Iteration 42Q: 3 clusters Score -2.254996e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189598 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -22549890.000000 Penalty: 3962.089844
	Iteration 43Q: 3 clusters Score -2.254989e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190018 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -22549892.000000 Penalty: 3962.089844
	Iteration 44Q: 3 clusters Score -2.254989e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190441 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -22549892.000000 Penalty: 3962.089844
	Iteration 45Q: 3 clusters Score -2.254989e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190798 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -22549850.000000 Penalty: 3962.089844
	Iteration 46Q: 3 clusters Score -2.254985e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191141 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -22549914.000000 Penalty: 3962.089844
	Iteration 47Q: 3 clusters Score -2.254991e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191434 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -22549894.000000 Penalty: 3962.089844
	Iteration 48Q: 3 clusters Score -2.254989e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191720 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -22549900.000000 Penalty: 3962.089844
	Iteration 49Q: 3 clusters Score -2.25499e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191974 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -22549946.000000 Penalty: 3962.089844
	Iteration 50Q: 3 clusters Score -2.254995e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192177 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -22549930.000000 Penalty: 3962.089844
	Iteration 51Q: 3 clusters Score -2.254993e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192368 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -22549962.000000 Penalty: 3962.089844
	Iteration 52Q: 3 clusters Score -2.254996e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192531 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -22549998.000000 Penalty: 3962.089844
	Iteration 53Q: 3 clusters Score -2.255e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192704 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -22550002.000000 Penalty: 3962.089844
	Iteration 54Q: 3 clusters Score -2.255e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192854 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -22550022.000000 Penalty: 3962.089844
	Iteration 55Q: 3 clusters Score -2.255002e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193029 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -22550062.000000 Penalty: 3962.089844
	Iteration 56Q: 3 clusters Score -2.255006e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193191 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -22550120.000000 Penalty: 3962.089844
	Iteration 57Q: 3 clusters Score -2.255012e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193347 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -22550112.000000 Penalty: 3962.089844
	Iteration 58Q: 3 clusters Score -2.255011e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193475 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -22550116.000000 Penalty: 3962.089844
	Iteration 59Q: 3 clusters Score -2.255012e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193585 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -22550126.000000 Penalty: 3962.089844
	Iteration 60F: 3 clusters Score -2.255013e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193720 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -22550206.000000 Penalty: 3962.089844
	Iteration 61Q: 3 clusters Score -2.255021e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193853 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -22550260.000000 Penalty: 3962.089844
	Iteration 62Q: 3 clusters Score -2.255026e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193985 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -22550290.000000 Penalty: 3962.089844
	Iteration 63Q: 3 clusters Score -2.255029e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194093 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -22550306.000000 Penalty: 3962.089844
	Iteration 64Q: 3 clusters Score -2.255031e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194170 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -22550298.000000 Penalty: 3962.089844
	Iteration 65Q: 3 clusters Score -2.25503e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194235 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -22550300.000000 Penalty: 3962.089844
	Iteration 66Q: 3 clusters Score -2.25503e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194288 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -22550318.000000 Penalty: 3962.089844
	Iteration 67Q: 3 clusters Score -2.255032e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194325 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -22550306.000000 Penalty: 3962.089844
	Iteration 68Q: 3 clusters Score -2.255031e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194360 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -22550262.000000 Penalty: 3962.089844
	Iteration 69Q: 3 clusters Score -2.255026e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194399 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -22550264.000000 Penalty: 3962.089844
	Iteration 70Q: 3 clusters Score -2.255026e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194431 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -22550246.000000 Penalty: 3962.089844
	Iteration 71Q: 3 clusters Score -2.255025e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194470 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -22550248.000000 Penalty: 3962.089844
	Iteration 72Q: 3 clusters Score -2.255025e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194513 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -22550236.000000 Penalty: 3962.089844
	Iteration 73Q: 3 clusters Score -2.255024e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194550 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -22550244.000000 Penalty: 3962.089844
	Iteration 74Q: 3 clusters Score -2.255024e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194593 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -22550278.000000 Penalty: 3962.089844
	Iteration 75Q: 3 clusters Score -2.255028e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194622 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -22550298.000000 Penalty: 3962.089844
	Iteration 76Q: 3 clusters Score -2.25503e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194652 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -22550288.000000 Penalty: 3962.089844
	Iteration 77Q: 3 clusters Score -2.255029e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194677 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -22550274.000000 Penalty: 3962.089844
	Iteration 78Q: 3 clusters Score -2.255027e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194707 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -22550304.000000 Penalty: 3962.089844
	Iteration 79Q: 3 clusters Score -2.25503e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194734 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -22550318.000000 Penalty: 3962.089844
	Iteration 80F: 3 clusters Score -2.255032e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194756 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -22550312.000000 Penalty: 3962.089844
	Iteration 81Q: 3 clusters Score -2.255031e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194775 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -22550300.000000 Penalty: 3962.089844
	Iteration 82Q: 3 clusters Score -2.25503e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194791 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -22550310.000000 Penalty: 3962.089844
	Iteration 83Q: 3 clusters Score -2.255031e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194816 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -22550318.000000 Penalty: 3962.089844
	Iteration 84Q: 3 clusters Score -2.255032e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194845 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -22550334.000000 Penalty: 3962.089844
	Iteration 85Q: 3 clusters Score -2.255033e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194863 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -22550348.000000 Penalty: 3962.089844
	Iteration 86Q: 3 clusters Score -2.255035e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194876 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -22550358.000000 Penalty: 3962.089844
	Iteration 87Q: 3 clusters Score -2.255036e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194884 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -22550388.000000 Penalty: 3962.089844
	Iteration 88Q: 3 clusters Score -2.255039e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194893 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -22550394.000000 Penalty: 3962.089844
	Iteration 89Q: 3 clusters Score -2.255039e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194905 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -22550388.000000 Penalty: 3962.089844
	Iteration 90Q: 3 clusters Score -2.255039e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194920 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -22550410.000000 Penalty: 3962.089844
	Iteration 91Q: 3 clusters Score -2.255041e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194932 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -22550434.000000 Penalty: 3962.089844
	Iteration 92Q: 3 clusters Score -2.255043e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194940 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -22550448.000000 Penalty: 3962.089844
	Iteration 93Q: 3 clusters Score -2.255045e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194953 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -22550456.000000 Penalty: 3962.089844
	Iteration 94Q: 3 clusters Score -2.255046e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194966 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -22550446.000000 Penalty: 3962.089844
	Iteration 95Q: 3 clusters Score -2.255045e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194980 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -22550466.000000 Penalty: 3962.089844
	Iteration 96Q: 3 clusters Score -2.255047e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194998 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -22550474.000000 Penalty: 3962.089844
	Iteration 97Q: 3 clusters Score -2.255047e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195022 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -22550478.000000 Penalty: 3962.089844
	Iteration 98Q: 3 clusters Score -2.255048e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195048 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -22550484.000000 Penalty: 3962.089844
	Iteration 99Q: 3 clusters Score -2.255048e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195060 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -22550502.000000 Penalty: 3962.089844
	Iteration 100F: 3 clusters Score -2.25505e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195076 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -22550500.000000 Penalty: 3962.089844
	Iteration 101Q: 3 clusters Score -2.25505e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195090 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -22550506.000000 Penalty: 3962.089844
	Iteration 102Q: 3 clusters Score -2.255051e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195099 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -22550502.000000 Penalty: 3962.089844
	Iteration 103Q: 3 clusters Score -2.25505e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195109 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -22550508.000000 Penalty: 3962.089844
	Iteration 104Q: 3 clusters Score -2.255051e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195118 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -22550506.000000 Penalty: 3962.089844
	Iteration 105Q: 3 clusters Score -2.255051e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195124 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -22550504.000000 Penalty: 3962.089844
	Iteration 106Q: 3 clusters Score -2.25505e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195124 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -22550514.000000 Penalty: 3962.089844
	Iteration 107Q: 3 clusters Score -2.255051e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195125 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -22550514.000000 Penalty: 3962.089844
	Iteration 108Q: 3 clusters Score -2.255051e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195127 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -22550522.000000 Penalty: 3962.089844
	Iteration 109Q: 3 clusters Score -2.255052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195130 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -22550530.000000 Penalty: 3962.089844
	Iteration 110Q: 3 clusters Score -2.255053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195134 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -22550528.000000 Penalty: 3962.089844
	Iteration 111Q: 3 clusters Score -2.255053e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195139 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -22550524.000000 Penalty: 3962.089844
	Iteration 112Q: 3 clusters Score -2.255052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195141 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -22550526.000000 Penalty: 3962.089844
	Iteration 113Q: 3 clusters Score -2.255053e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195140 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -22550520.000000 Penalty: 3962.089844
	Iteration 114Q: 3 clusters Score -2.255052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195140 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -22550528.000000 Penalty: 3962.089844
	Iteration 115Q: 3 clusters Score -2.255053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195142 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -22550518.000000 Penalty: 3962.089844
	Iteration 116Q: 3 clusters Score -2.255052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195145 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -22550516.000000 Penalty: 3962.089844
	Iteration 117Q: 3 clusters Score -2.255052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195148 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -22550520.000000 Penalty: 3962.089844
	Iteration 118Q: 3 clusters Score -2.255052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195149 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -22550522.000000 Penalty: 3962.089844
	Iteration 119Q: 3 clusters Score -2.255052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195151 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -22550530.000000 Penalty: 3962.089844
	Iteration 120F: 3 clusters Score -2.255053e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195154 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -22550522.000000 Penalty: 3962.089844
	Iteration 121Q: 3 clusters Score -2.255052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195156 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -22550518.000000 Penalty: 3962.089844
	Iteration 122Q: 3 clusters Score -2.255052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195159 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -22550530.000000 Penalty: 3962.089844
	Iteration 123Q: 3 clusters Score -2.255053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195163 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -22550532.000000 Penalty: 3962.089844
	Iteration 124Q: 3 clusters Score -2.255053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195165 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -22550528.000000 Penalty: 3962.089844
	Iteration 125Q: 3 clusters Score -2.255053e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195167 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -22550540.000000 Penalty: 3962.089844
	Iteration 126Q: 3 clusters Score -2.255054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195172 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -22550536.000000 Penalty: 3962.089844
	Iteration 127Q: 3 clusters Score -2.255054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195176 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -22550520.000000 Penalty: 3962.089844
	Iteration 128Q: 3 clusters Score -2.255052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195180 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -22550540.000000 Penalty: 3962.089844
	Iteration 129Q: 3 clusters Score -2.255054e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195182 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -22550538.000000 Penalty: 3962.089844
	Iteration 130Q: 3 clusters Score -2.255054e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195186 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -22550556.000000 Penalty: 3962.089844
	Iteration 131Q: 3 clusters Score -2.255056e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195188 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -22550546.000000 Penalty: 3962.089844
	Iteration 132Q: 3 clusters Score -2.255055e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195195 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -22550572.000000 Penalty: 3962.089844
	Iteration 133Q: 3 clusters Score -2.255057e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195199 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -22550572.000000 Penalty: 3962.089844
	Iteration 134Q: 3 clusters Score -2.255057e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195207 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -22550572.000000 Penalty: 3962.089844
	Iteration 135Q: 3 clusters Score -2.255057e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195211 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -22550568.000000 Penalty: 3962.089844
	Iteration 136Q: 3 clusters Score -2.255057e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195215 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -22550576.000000 Penalty: 3962.089844
	Iteration 137Q: 3 clusters Score -2.255058e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195222 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -22550592.000000 Penalty: 3962.089844
	Iteration 138Q: 3 clusters Score -2.255059e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195229 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -22550584.000000 Penalty: 3962.089844
	Iteration 139Q: 3 clusters Score -2.255058e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195236 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -22550586.000000 Penalty: 3962.089844
	Iteration 140F: 3 clusters Score -2.255059e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195240 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -22550572.000000 Penalty: 3962.089844
	Iteration 141Q: 3 clusters Score -2.255057e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195239 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -22550576.000000 Penalty: 3962.089844
	Iteration 142Q: 3 clusters Score -2.255058e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195243 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -22550564.000000 Penalty: 3962.089844
	Iteration 143Q: 3 clusters Score -2.255056e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195247 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -22550564.000000 Penalty: 3962.089844
	Iteration 144Q: 3 clusters Score -2.255056e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195250 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -22550556.000000 Penalty: 3962.089844
	Iteration 145Q: 3 clusters Score -2.255056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195253 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -22550562.000000 Penalty: 3962.089844
	Iteration 146Q: 3 clusters Score -2.255056e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195259 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -22550558.000000 Penalty: 3962.089844
	Iteration 147Q: 3 clusters Score -2.255056e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195262 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -22550552.000000 Penalty: 3962.089844
	Iteration 148Q: 3 clusters Score -2.255055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195267 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -22550558.000000 Penalty: 3962.089844
	Iteration 149Q: 3 clusters Score -2.255056e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195271 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -22550542.000000 Penalty: 3962.089844
	Iteration 150Q: 3 clusters Score -2.255054e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195279 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -22550540.000000 Penalty: 3962.089844
	Iteration 151Q: 3 clusters Score -2.255054e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195288 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -22550564.000000 Penalty: 3962.089844
	Iteration 152Q: 3 clusters Score -2.255056e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195298 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -22550564.000000 Penalty: 3962.089844
	Iteration 153Q: 3 clusters Score -2.255056e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195306 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -22550548.000000 Penalty: 3962.089844
	Iteration 154Q: 3 clusters Score -2.255055e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195311 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -22550566.000000 Penalty: 3962.089844
	Iteration 155Q: 3 clusters Score -2.255057e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195314 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -22550574.000000 Penalty: 3962.089844
	Iteration 156Q: 3 clusters Score -2.255057e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195319 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -22550546.000000 Penalty: 3962.089844
	Iteration 157Q: 3 clusters Score -2.255055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195321 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -22550560.000000 Penalty: 3962.089844
	Iteration 158Q: 3 clusters Score -2.255056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195323 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -22550548.000000 Penalty: 3962.089844
	Iteration 159Q: 3 clusters Score -2.255055e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195326 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -22550564.000000 Penalty: 3962.089844
	Iteration 160F: 3 clusters Score -2.255056e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195331 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -22550560.000000 Penalty: 3962.089844
	Iteration 161Q: 3 clusters Score -2.255056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195334 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -22550558.000000 Penalty: 3962.089844
	Iteration 162Q: 3 clusters Score -2.255056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195335 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -22550554.000000 Penalty: 3962.089844
	Iteration 163Q: 3 clusters Score -2.255055e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195335 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -22550554.000000 Penalty: 3962.089844
	Iteration 164F: 3 clusters Score -2.255055e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (101696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101696 members 
Entering Unmasked Estep 
Score: -12074479.000000 Penalty: 1873.583252
	Iteration 0F: 2 clusters Score -1.207448e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50749 members 
Mstep: Class 2 contains 50947 members 
Entering Unmasked Estep 
Score: -12008365.000000 Penalty: 3747.166504
	Iteration 0F: 3 clusters Score -1.200836e+07 nChanged 48447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49124 members 
Mstep: Class 2 contains 52572 members 
Entering Unmasked Estep 
Score: -12036787.000000 Penalty: 3747.166504
	Iteration 1F: 3 clusters Score -1.203679e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48119 members 
Mstep: Class 2 contains 53577 members 
Entering Unmasked Estep 
Score: -12037379.000000 Penalty: 3747.166504
	Iteration 2Q: 3 clusters Score -1.203738e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46584 members 
Mstep: Class 2 contains 55112 members 
Entering Unmasked Estep 
Score: -12038270.000000 Penalty: 3747.166504
	Iteration 3Q: 3 clusters Score -1.203827e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44296 members 
Mstep: Class 2 contains 57400 members 
Entering Unmasked Estep 
Score: -12039310.000000 Penalty: 3747.166504
	Iteration 4Q: 3 clusters Score -1.203931e+07 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40913 members 
Mstep: Class 2 contains 60783 members 
Entering Unmasked Estep 
Score: -12041072.000000 Penalty: 3747.166504
	Iteration 5Q: 3 clusters Score -1.204107e+07 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 65617 members 
Entering Unmasked Estep 
Score: -12044007.000000 Penalty: 3747.166504
	Iteration 6F: 3 clusters Score -1.204401e+07 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29694 members 
Mstep: Class 2 contains 72002 members 
Entering Unmasked Estep 
Score: -12048558.000000 Penalty: 3747.166504
	Iteration 7F: 3 clusters Score -1.204856e+07 nChanged 7655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 79581 members 
Entering Unmasked Estep 
Score: -12054631.000000 Penalty: 3747.166504
	Iteration 8F: 3 clusters Score -1.205463e+07 nChanged 7605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 87160 members 
Entering Unmasked Estep 
Score: -12061136.000000 Penalty: 3747.166504
	Iteration 9F: 3 clusters Score -1.206114e+07 nChanged 6125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 93265 members 
Entering Unmasked Estep 
Score: -12066065.000000 Penalty: 3747.166504
	Iteration 10F: 3 clusters Score -1.206606e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 97225 members 
Entering Unmasked Estep 
Score: -12069243.000000 Penalty: 3747.166504
	Iteration 11Q: 3 clusters Score -1.206924e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 99410 members 
Entering Unmasked Estep 
Score: -12071118.000000 Penalty: 3747.166504
	Iteration 12Q: 3 clusters Score -1.207112e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 100513 members 
Entering Unmasked Estep 
Score: -12071949.000000 Penalty: 3747.166504
	Iteration 13Q: 3 clusters Score -1.207195e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 101011 members 
Entering Unmasked Estep 
Score: -12072309.000000 Penalty: 3747.166504
	Iteration 14Q: 3 clusters Score -1.207231e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 101216 members 
Entering Unmasked Estep 
Score: -12072543.000000 Penalty: 3747.166504
	Iteration 15Q: 3 clusters Score -1.207254e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 101302 members 
Entering Unmasked Estep 
Score: -12072633.000000 Penalty: 3747.166504
	Iteration 16Q: 3 clusters Score -1.207263e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 101349 members 
Entering Unmasked Estep 
Score: -12072664.000000 Penalty: 3747.166504
	Iteration 17Q: 3 clusters Score -1.207266e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 101384 members 
Entering Unmasked Estep 
Score: -12072705.000000 Penalty: 3747.166504
	Iteration 18Q: 3 clusters Score -1.20727e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 101403 members 
Entering Unmasked Estep 
Score: -12072719.000000 Penalty: 3747.166504
	Iteration 19Q: 3 clusters Score -1.207272e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 101416 members 
Entering Unmasked Estep 
Score: -12072730.000000 Penalty: 3747.166504
	Iteration 20F: 3 clusters Score -1.207273e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 101425 members 
Entering Unmasked Estep 
Score: -12072734.000000 Penalty: 3747.166504
	Iteration 21Q: 3 clusters Score -1.207273e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 101432 members 
Entering Unmasked Estep 
Score: -12072752.000000 Penalty: 3747.166504
	Iteration 22Q: 3 clusters Score -1.207275e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 101439 members 
Entering Unmasked Estep 
Score: -12072749.000000 Penalty: 3747.166504
	Iteration 23Q: 3 clusters Score -1.207275e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 101446 members 
Entering Unmasked Estep 
Score: -12072766.000000 Penalty: 3747.166504
	Iteration 24Q: 3 clusters Score -1.207277e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 101452 members 
Entering Unmasked Estep 
Score: -12072780.000000 Penalty: 3747.166504
	Iteration 25Q: 3 clusters Score -1.207278e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 101460 members 
Entering Unmasked Estep 
Score: -12072796.000000 Penalty: 3747.166504
	Iteration 26Q: 3 clusters Score -1.20728e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 101466 members 
Entering Unmasked Estep 
Score: -12072812.000000 Penalty: 3747.166504
	Iteration 27Q: 3 clusters Score -1.207281e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 101470 members 
Entering Unmasked Estep 
Score: -12072830.000000 Penalty: 3747.166504
	Iteration 28Q: 3 clusters Score -1.207283e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 101474 members 
Entering Unmasked Estep 
Score: -12072828.000000 Penalty: 3747.166504
	Iteration 29Q: 3 clusters Score -1.207283e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 101476 members 
Entering Unmasked Estep 
Score: -12072837.000000 Penalty: 3747.166504
	Iteration 30Q: 3 clusters Score -1.207284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 101476 members 
Entering Unmasked Estep 
Score: -12072828.000000 Penalty: 3747.166504
	Iteration 31Q: 3 clusters Score -1.207283e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 101477 members 
Entering Unmasked Estep 
Score: -12072839.000000 Penalty: 3747.166504
	Iteration 32Q: 3 clusters Score -1.207284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 101480 members 
Entering Unmasked Estep 
Score: -12072839.000000 Penalty: 3747.166504
	Iteration 33Q: 3 clusters Score -1.207284e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 101481 members 
Entering Unmasked Estep 
Score: -12072838.000000 Penalty: 3747.166504
	Iteration 34Q: 3 clusters Score -1.207284e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 101482 members 
Entering Unmasked Estep 
Score: -12072836.000000 Penalty: 3747.166504
	Iteration 35Q: 3 clusters Score -1.207284e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 101483 members 
Entering Unmasked Estep 
Score: -12072833.000000 Penalty: 3747.166504
	Iteration 36Q: 3 clusters Score -1.207283e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 101484 members 
Entering Unmasked Estep 
Score: -12072842.000000 Penalty: 3747.166504
	Iteration 37Q: 3 clusters Score -1.207284e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 101484 members 
Entering Unmasked Estep 
Score: -12072842.000000 Penalty: 3747.166504
	Iteration 38F: 3 clusters Score -1.207284e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Entering Unmasked Estep 
Score: -1251476.125000 Penalty: 1518.711914
	Iteration 0F: 2 clusters Score -1251476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1243361.000000 Penalty: 3037.423828
	Iteration 0F: 3 clusters Score -1243361 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1246135.500000 Penalty: 3037.423828
	Iteration 1F: 3 clusters Score -1246136 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1246345.750000 Penalty: 3037.423828
	Iteration 2F: 3 clusters Score -1246346 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1246523.125000 Penalty: 3037.423828
	Iteration 3Q: 3 clusters Score -1246523 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1246704.125000 Penalty: 3037.423828
	Iteration 4Q: 3 clusters Score -1246704 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1246857.625000 Penalty: 3037.423828
	Iteration 5Q: 3 clusters Score -1246858 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1247014.000000 Penalty: 3037.423828
	Iteration 6Q: 3 clusters Score -1247014 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1247174.625000 Penalty: 3037.423828
	Iteration 7Q: 3 clusters Score -1247175 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1247389.875000 Penalty: 3037.423828
	Iteration 8Q: 3 clusters Score -1247390 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1247631.125000 Penalty: 3037.423828
	Iteration 9Q: 3 clusters Score -1247631 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1247890.250000 Penalty: 3037.423828
	Iteration 10Q: 3 clusters Score -1247890 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1248140.375000 Penalty: 3037.423828
	Iteration 11Q: 3 clusters Score -1248140 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1248372.375000 Penalty: 3037.423828
	Iteration 12Q: 3 clusters Score -1248372 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1248517.375000 Penalty: 3037.423828
	Iteration 13Q: 3 clusters Score -1248517 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1248594.625000 Penalty: 3037.423828
	Iteration 14Q: 3 clusters Score -1248595 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1248640.375000 Penalty: 3037.423828
	Iteration 15Q: 3 clusters Score -1248640 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1248663.750000 Penalty: 3037.423828
	Iteration 16Q: 3 clusters Score -1248664 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1248679.500000 Penalty: 3037.423828
	Iteration 17Q: 3 clusters Score -1248680 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1248698.625000 Penalty: 3037.423828
	Iteration 18Q: 3 clusters Score -1248699 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1248713.000000 Penalty: 3037.423828
	Iteration 19Q: 3 clusters Score -1248713 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1248732.375000 Penalty: 3037.423828
	Iteration 20F: 3 clusters Score -1248732 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1248745.000000 Penalty: 3037.423828
	Iteration 21Q: 3 clusters Score -1248745 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1248760.500000 Penalty: 3037.423828
	Iteration 22Q: 3 clusters Score -1248760 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1248776.000000 Penalty: 3037.423828
	Iteration 23Q: 3 clusters Score -1248776 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1248788.750000 Penalty: 3037.423828
	Iteration 24Q: 3 clusters Score -1248789 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1248798.875000 Penalty: 3037.423828
	Iteration 25Q: 3 clusters Score -1248799 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1248815.250000 Penalty: 3037.423828
	Iteration 26Q: 3 clusters Score -1248815 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1248829.125000 Penalty: 3037.423828
	Iteration 27Q: 3 clusters Score -1248829 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1248847.125000 Penalty: 3037.423828
	Iteration 28Q: 3 clusters Score -1248847 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1248865.500000 Penalty: 3037.423828
	Iteration 29Q: 3 clusters Score -1248866 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1248895.500000 Penalty: 3037.423828
	Iteration 30Q: 3 clusters Score -1248896 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1248920.500000 Penalty: 3037.423828
	Iteration 31Q: 3 clusters Score -1248920 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1248942.875000 Penalty: 3037.423828
	Iteration 32Q: 3 clusters Score -1248943 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1248964.500000 Penalty: 3037.423828
	Iteration 33Q: 3 clusters Score -1248964 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1248989.375000 Penalty: 3037.423828
	Iteration 34Q: 3 clusters Score -1248989 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1249005.500000 Penalty: 3037.423828
	Iteration 35Q: 3 clusters Score -1249006 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1249017.625000 Penalty: 3037.423828
	Iteration 36Q: 3 clusters Score -1249018 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1249036.125000 Penalty: 3037.423828
	Iteration 37Q: 3 clusters Score -1249036 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1249062.000000 Penalty: 3037.423828
	Iteration 38Q: 3 clusters Score -1249062 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1249091.125000 Penalty: 3037.423828
	Iteration 39Q: 3 clusters Score -1249091 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1249119.875000 Penalty: 3037.423828
	Iteration 40F: 3 clusters Score -1249120 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1249141.000000 Penalty: 3037.423828
	Iteration 41Q: 3 clusters Score -1249141 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1249162.875000 Penalty: 3037.423828
	Iteration 42Q: 3 clusters Score -1249163 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1249184.875000 Penalty: 3037.423828
	Iteration 43Q: 3 clusters Score -1249185 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1249209.250000 Penalty: 3037.423828
	Iteration 44Q: 3 clusters Score -1249209 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1249228.875000 Penalty: 3037.423828
	Iteration 45Q: 3 clusters Score -1249229 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1249252.750000 Penalty: 3037.423828
	Iteration 46Q: 3 clusters Score -1249253 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1249276.500000 Penalty: 3037.423828
	Iteration 47Q: 3 clusters Score -1249276 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1249293.375000 Penalty: 3037.423828
	Iteration 48Q: 3 clusters Score -1249293 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1249315.375000 Penalty: 3037.423828
	Iteration 49Q: 3 clusters Score -1249315 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1249338.375000 Penalty: 3037.423828
	Iteration 50Q: 3 clusters Score -1249338 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1249362.250000 Penalty: 3037.423828
	Iteration 51Q: 3 clusters Score -1249362 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1249384.125000 Penalty: 3037.423828
	Iteration 52Q: 3 clusters Score -1249384 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1249408.375000 Penalty: 3037.423828
	Iteration 53Q: 3 clusters Score -1249408 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1249427.375000 Penalty: 3037.423828
	Iteration 54Q: 3 clusters Score -1249427 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1249448.875000 Penalty: 3037.423828
	Iteration 55Q: 3 clusters Score -1249449 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1249472.000000 Penalty: 3037.423828
	Iteration 56Q: 3 clusters Score -1249472 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1249503.625000 Penalty: 3037.423828
	Iteration 57Q: 3 clusters Score -1249504 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1249543.500000 Penalty: 3037.423828
	Iteration 58Q: 3 clusters Score -1249544 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1249581.500000 Penalty: 3037.423828
	Iteration 59Q: 3 clusters Score -1249582 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1249611.625000 Penalty: 3037.423828
	Iteration 60F: 3 clusters Score -1249612 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1249636.375000 Penalty: 3037.423828
	Iteration 61Q: 3 clusters Score -1249636 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1249661.500000 Penalty: 3037.423828
	Iteration 62Q: 3 clusters Score -1249662 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1249680.375000 Penalty: 3037.423828
	Iteration 63Q: 3 clusters Score -1249680 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1249697.625000 Penalty: 3037.423828
	Iteration 64Q: 3 clusters Score -1249698 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1249710.000000 Penalty: 3037.423828
	Iteration 65Q: 3 clusters Score -1249710 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1249726.500000 Penalty: 3037.423828
	Iteration 66Q: 3 clusters Score -1249726 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1249732.250000 Penalty: 3037.423828
	Iteration 67Q: 3 clusters Score -1249732 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1249745.750000 Penalty: 3037.423828
	Iteration 68Q: 3 clusters Score -1249746 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1249755.000000 Penalty: 3037.423828
	Iteration 69Q: 3 clusters Score -1249755 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1249767.750000 Penalty: 3037.423828
	Iteration 70Q: 3 clusters Score -1249768 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1249782.375000 Penalty: 3037.423828
	Iteration 71Q: 3 clusters Score -1249782 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1249791.750000 Penalty: 3037.423828
	Iteration 72Q: 3 clusters Score -1249792 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1249798.125000 Penalty: 3037.423828
	Iteration 73Q: 3 clusters Score -1249798 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1249805.000000 Penalty: 3037.423828
	Iteration 74Q: 3 clusters Score -1249805 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1249814.000000 Penalty: 3037.423828
	Iteration 75Q: 3 clusters Score -1249814 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1249819.750000 Penalty: 3037.423828
	Iteration 76Q: 3 clusters Score -1249820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1249823.500000 Penalty: 3037.423828
	Iteration 77Q: 3 clusters Score -1249824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1249825.125000 Penalty: 3037.423828
	Iteration 78Q: 3 clusters Score -1249825 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1249827.500000 Penalty: 3037.423828
	Iteration 79Q: 3 clusters Score -1249828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1249829.375000 Penalty: 3037.423828
	Iteration 80F: 3 clusters Score -1249829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1249831.375000 Penalty: 3037.423828
	Iteration 81Q: 3 clusters Score -1249831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1249833.000000 Penalty: 3037.423828
	Iteration 82Q: 3 clusters Score -1249833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1249832.750000 Penalty: 3037.423828
	Iteration 83Q: 3 clusters Score -1249833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1249832.750000 Penalty: 3037.423828
	Iteration 84Q: 3 clusters Score -1249833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1249833.500000 Penalty: 3037.423828
	Iteration 85Q: 3 clusters Score -1249834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1249834.750000 Penalty: 3037.423828
	Iteration 86Q: 3 clusters Score -1249835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1249834.875000 Penalty: 3037.423828
	Iteration 87Q: 3 clusters Score -1249835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1249835.000000 Penalty: 3037.423828
	Iteration 88Q: 3 clusters Score -1249835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1249838.750000 Penalty: 3037.423828
	Iteration 89Q: 3 clusters Score -1249839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1249837.500000 Penalty: 3037.423828
	Iteration 90Q: 3 clusters Score -1249838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1249836.125000 Penalty: 3037.423828
	Iteration 91Q: 3 clusters Score -1249836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1249834.250000 Penalty: 3037.423828
	Iteration 92Q: 3 clusters Score -1249834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1249835.375000 Penalty: 3037.423828
	Iteration 93Q: 3 clusters Score -1249835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1249839.000000 Penalty: 3037.423828
	Iteration 94Q: 3 clusters Score -1249839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1249843.125000 Penalty: 3037.423828
	Iteration 95Q: 3 clusters Score -1249843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1249842.500000 Penalty: 3037.423828
	Iteration 96Q: 3 clusters Score -1249842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1249841.500000 Penalty: 3037.423828
	Iteration 97Q: 3 clusters Score -1249842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1249843.125000 Penalty: 3037.423828
	Iteration 98Q: 3 clusters Score -1249843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1249844.250000 Penalty: 3037.423828
	Iteration 99Q: 3 clusters Score -1249844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1249841.000000 Penalty: 3037.423828
	Iteration 100F: 3 clusters Score -1249841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1249844.125000 Penalty: 3037.423828
	Iteration 101Q: 3 clusters Score -1249844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1249849.625000 Penalty: 3037.423828
	Iteration 102Q: 3 clusters Score -1249850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1249850.625000 Penalty: 3037.423828
	Iteration 103Q: 3 clusters Score -1249851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1249852.125000 Penalty: 3037.423828
	Iteration 104Q: 3 clusters Score -1249852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1249851.875000 Penalty: 3037.423828
	Iteration 105Q: 3 clusters Score -1249852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1249851.875000 Penalty: 3037.423828
	Iteration 106Q: 3 clusters Score -1249852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1249850.875000 Penalty: 3037.423828
	Iteration 107Q: 3 clusters Score -1249851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1249850.250000 Penalty: 3037.423828
	Iteration 108Q: 3 clusters Score -1249850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1249849.750000 Penalty: 3037.423828
	Iteration 109Q: 3 clusters Score -1249850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1249849.750000 Penalty: 3037.423828
	Iteration 110F: 3 clusters Score -1249850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Entering Unmasked Estep 
Score: -1117640.500000 Penalty: 1490.452515
	Iteration 0F: 2 clusters Score -1117640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1110667.750000 Penalty: 2980.905029
	Iteration 0F: 3 clusters Score -1110668 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1112897.250000 Penalty: 2980.905029
	Iteration 1F: 3 clusters Score -1112897 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1113158.625000 Penalty: 2980.905029
	Iteration 2F: 3 clusters Score -1113159 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1113351.250000 Penalty: 2980.905029
	Iteration 3F: 3 clusters Score -1113351 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1113535.875000 Penalty: 2980.905029
	Iteration 4Q: 3 clusters Score -1113536 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1113709.125000 Penalty: 2980.905029
	Iteration 5Q: 3 clusters Score -1113709 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1113868.625000 Penalty: 2980.905029
	Iteration 6Q: 3 clusters Score -1113869 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1114091.750000 Penalty: 2980.905029
	Iteration 7Q: 3 clusters Score -1114092 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1114418.375000 Penalty: 2980.905029
	Iteration 8F: 3 clusters Score -1114418 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1114771.375000 Penalty: 2980.905029
	Iteration 9F: 3 clusters Score -1114771 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1115128.125000 Penalty: 2980.905029
	Iteration 10Q: 3 clusters Score -1115128 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1115538.500000 Penalty: 2980.905029
	Iteration 11F: 3 clusters Score -1115538 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1115863.750000 Penalty: 2980.905029
	Iteration 12Q: 3 clusters Score -1115864 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1116096.875000 Penalty: 2980.905029
	Iteration 13Q: 3 clusters Score -1116097 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1116229.000000 Penalty: 2980.905029
	Iteration 14Q: 3 clusters Score -1116229 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1116312.125000 Penalty: 2980.905029
	Iteration 15Q: 3 clusters Score -1116312 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1116371.750000 Penalty: 2980.905029
	Iteration 16Q: 3 clusters Score -1116372 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1116395.875000 Penalty: 2980.905029
	Iteration 17Q: 3 clusters Score -1116396 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1116415.375000 Penalty: 2980.905029
	Iteration 18Q: 3 clusters Score -1116415 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1116420.250000 Penalty: 2980.905029
	Iteration 19Q: 3 clusters Score -1116420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1116428.000000 Penalty: 2980.905029
	Iteration 20F: 3 clusters Score -1116428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1116437.000000 Penalty: 2980.905029
	Iteration 21Q: 3 clusters Score -1116437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1116441.500000 Penalty: 2980.905029
	Iteration 22Q: 3 clusters Score -1116442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1116444.500000 Penalty: 2980.905029
	Iteration 23Q: 3 clusters Score -1116444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1116450.625000 Penalty: 2980.905029
	Iteration 24Q: 3 clusters Score -1116451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1116455.375000 Penalty: 2980.905029
	Iteration 25Q: 3 clusters Score -1116455 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1116455.875000 Penalty: 2980.905029
	Iteration 26Q: 3 clusters Score -1116456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1116458.750000 Penalty: 2980.905029
	Iteration 27Q: 3 clusters Score -1116459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1116457.750000 Penalty: 2980.905029
	Iteration 28Q: 3 clusters Score -1116458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1116459.250000 Penalty: 2980.905029
	Iteration 29Q: 3 clusters Score -1116459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1116463.750000 Penalty: 2980.905029
	Iteration 30Q: 3 clusters Score -1116464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1116464.625000 Penalty: 2980.905029
	Iteration 31Q: 3 clusters Score -1116465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1116465.250000 Penalty: 2980.905029
	Iteration 32Q: 3 clusters Score -1116465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1116464.625000 Penalty: 2980.905029
	Iteration 33Q: 3 clusters Score -1116465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1116466.500000 Penalty: 2980.905029
	Iteration 34Q: 3 clusters Score -1116466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1116467.000000 Penalty: 2980.905029
	Iteration 35Q: 3 clusters Score -1116467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1116469.500000 Penalty: 2980.905029
	Iteration 36Q: 3 clusters Score -1116470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1116469.500000 Penalty: 2980.905029
	Iteration 37Q: 3 clusters Score -1116470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1116470.500000 Penalty: 2980.905029
	Iteration 38Q: 3 clusters Score -1116470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1116470.500000 Penalty: 2980.905029
	Iteration 39F: 3 clusters Score -1116470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -6860.855957 Penalty: 836.467834
	Iteration 0F: 2 clusters Score -6860.856 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 84 members 
Entering Unmasked Estep 
Score: -6225.127930 Penalty: 1672.935669
	Iteration 0F: 3 clusters Score -6225.128 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6409.784180 Penalty: 1672.935669
	Iteration 1F: 3 clusters Score -6409.784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6467.551270 Penalty: 1672.935669
	Iteration 2F: 3 clusters Score -6467.551 nChanged 3
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: -6474.006836 Penalty: 1672.935669
	Iteration 3Q: 3 clusters Score -6474.007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6474.475098 Penalty: 1672.935669
	Iteration 4Q: 3 clusters Score -6474.475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6474.475098 Penalty: 1672.935669
	Iteration 5F: 3 clusters Score -6474.475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Entering Unmasked Estep 
Score: -67699.007812 Penalty: 1050.242310
	Iteration 0F: 2 clusters Score -67699.01 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 348 members 
Entering Unmasked Estep 
Score: -66518.523438 Penalty: 2100.484619
	Iteration 0F: 3 clusters Score -66518.52 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -66695.273438 Penalty: 2100.484619
	Iteration 1F: 3 clusters Score -66695.27 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -66757.367188 Penalty: 2100.484619
	Iteration 2F: 3 clusters Score -66757.37 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -66808.039062 Penalty: 2100.484619
	Iteration 3F: 3 clusters Score -66808.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -66838.710938 Penalty: 2100.484619
	Iteration 4Q: 3 clusters Score -66838.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -66858.789062 Penalty: 2100.484619
	Iteration 5Q: 3 clusters Score -66858.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -66880.632812 Penalty: 2100.484619
	Iteration 6Q: 3 clusters Score -66880.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -66909.242188 Penalty: 2100.484619
	Iteration 7Q: 3 clusters Score -66909.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -66923.414062 Penalty: 2100.484619
	Iteration 8Q: 3 clusters Score -66923.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -66951.773438 Penalty: 2100.484619
	Iteration 9Q: 3 clusters Score -66951.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -66968.320312 Penalty: 2100.484619
	Iteration 10Q: 3 clusters Score -66968.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -66980.351562 Penalty: 2100.484619
	Iteration 11Q: 3 clusters Score -66980.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -66998.429688 Penalty: 2100.484619
	Iteration 12Q: 3 clusters Score -66998.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -67002.367188 Penalty: 2100.484619
	Iteration 13Q: 3 clusters Score -67002.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -67002.367188 Penalty: 2100.484619
	Iteration 14F: 3 clusters Score -67002.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (63237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63237 members 
Entering Unmasked Estep 
Score: -7540695.000000 Penalty: 1796.379761
	Iteration 0F: 2 clusters Score -7540695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31509 members 
Mstep: Class 2 contains 31728 members 
Entering Unmasked Estep 
Score: -7498691.000000 Penalty: 3592.759521
	Iteration 0F: 3 clusters Score -7498691 nChanged 29731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30100 members 
Mstep: Class 2 contains 33137 members 
Entering Unmasked Estep 
Score: -7515238.500000 Penalty: 3592.759521
	Iteration 1F: 3 clusters Score -7515238 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29279 members 
Mstep: Class 2 contains 33958 members 
Entering Unmasked Estep 
Score: -7515642.000000 Penalty: 3592.759521
	Iteration 2Q: 3 clusters Score -7515642 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 35227 members 
Entering Unmasked Estep 
Score: -7516188.000000 Penalty: 3592.759521
	Iteration 3Q: 3 clusters Score -7516188 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 37052 members 
Entering Unmasked Estep 
Score: -7516922.500000 Penalty: 3592.759521
	Iteration 4Q: 3 clusters Score -7516922 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 39789 members 
Entering Unmasked Estep 
Score: -7518108.000000 Penalty: 3592.759521
	Iteration 5Q: 3 clusters Score -7518108 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 43667 members 
Entering Unmasked Estep 
Score: -7520490.000000 Penalty: 3592.759521
	Iteration 6F: 3 clusters Score -7520490 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 48899 members 
Entering Unmasked Estep 
Score: -7524568.000000 Penalty: 3592.759521
	Iteration 7F: 3 clusters Score -7524568 nChanged 6055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 54954 members 
Entering Unmasked Estep 
Score: -7530386.500000 Penalty: 3592.759521
	Iteration 8F: 3 clusters Score -7530386 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 59855 members 
Entering Unmasked Estep 
Score: -7535441.500000 Penalty: 3592.759521
	Iteration 9F: 3 clusters Score -7535442 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 62264 members 
Entering Unmasked Estep 
Score: -7538042.500000 Penalty: 3592.759521
	Iteration 10Q: 3 clusters Score -7538042 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 62961 members 
Entering Unmasked Estep 
Score: -7538765.500000 Penalty: 3592.759521
	Iteration 11Q: 3 clusters Score -7538766 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 63096 members 
Entering Unmasked Estep 
Score: -7538947.500000 Penalty: 3592.759521
	Iteration 12Q: 3 clusters Score -7538948 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 63123 members 
Entering Unmasked Estep 
Score: -7539000.500000 Penalty: 3592.759521
	Iteration 13Q: 3 clusters Score -7539000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 63130 members 
Entering Unmasked Estep 
Score: -7539025.500000 Penalty: 3592.759521
	Iteration 14Q: 3 clusters Score -7539026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 63131 members 
Entering Unmasked Estep 
Score: -7539034.500000 Penalty: 3592.759521
	Iteration 15Q: 3 clusters Score -7539034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 63137 members 
Entering Unmasked Estep 
Score: -7539042.500000 Penalty: 3592.759521
	Iteration 16Q: 3 clusters Score -7539042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 63139 members 
Entering Unmasked Estep 
Score: -7539059.500000 Penalty: 3592.759521
	Iteration 17Q: 3 clusters Score -7539060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 63141 members 
Entering Unmasked Estep 
Score: -7539063.000000 Penalty: 3592.759521
	Iteration 18Q: 3 clusters Score -7539063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 63140 members 
Entering Unmasked Estep 
Score: -7539059.500000 Penalty: 3592.759521
	Iteration 19Q: 3 clusters Score -7539060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 63141 members 
Entering Unmasked Estep 
Score: -7539065.500000 Penalty: 3592.759521
	Iteration 20F: 3 clusters Score -7539066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Entering Unmasked Estep 
Score: -2371963.250000 Penalty: 1605.444092
	Iteration 0F: 2 clusters Score -2371963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -2358502.500000 Penalty: 3210.888184
	Iteration 0F: 3 clusters Score -2358502 nChanged 8811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -2363450.750000 Penalty: 3210.888184
	Iteration 1F: 3 clusters Score -2363451 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -2363739.750000 Penalty: 3210.888184
	Iteration 2Q: 3 clusters Score -2363740 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -2363938.500000 Penalty: 3210.888184
	Iteration 3Q: 3 clusters Score -2363938 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -2364098.500000 Penalty: 3210.888184
	Iteration 4Q: 3 clusters Score -2364098 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -2364246.750000 Penalty: 3210.888184
	Iteration 5Q: 3 clusters Score -2364247 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -2364400.500000 Penalty: 3210.888184
	Iteration 6Q: 3 clusters Score -2364400 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -2364545.750000 Penalty: 3210.888184
	Iteration 7Q: 3 clusters Score -2364546 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -2364715.250000 Penalty: 3210.888184
	Iteration 8Q: 3 clusters Score -2364715 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -2364938.750000 Penalty: 3210.888184
	Iteration 9Q: 3 clusters Score -2364939 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -2365304.750000 Penalty: 3210.888184
	Iteration 10Q: 3 clusters Score -2365305 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -2365847.250000 Penalty: 3210.888184
	Iteration 11Q: 3 clusters Score -2365847 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -2366604.000000 Penalty: 3210.888184
	Iteration 12F: 3 clusters Score -2366604 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -2367513.750000 Penalty: 3210.888184
	Iteration 13F: 3 clusters Score -2367514 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -2368457.500000 Penalty: 3210.888184
	Iteration 14F: 3 clusters Score -2368458 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -2369237.250000 Penalty: 3210.888184
	Iteration 15Q: 3 clusters Score -2369237 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -2369789.500000 Penalty: 3210.888184
	Iteration 16Q: 3 clusters Score -2369790 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -2370092.500000 Penalty: 3210.888184
	Iteration 17Q: 3 clusters Score -2370092 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -2370295.250000 Penalty: 3210.888184
	Iteration 18Q: 3 clusters Score -2370295 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -2370415.250000 Penalty: 3210.888184
	Iteration 19Q: 3 clusters Score -2370415 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -2370478.750000 Penalty: 3210.888184
	Iteration 20F: 3 clusters Score -2370479 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -2370514.000000 Penalty: 3210.888184
	Iteration 21Q: 3 clusters Score -2370514 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -2370542.500000 Penalty: 3210.888184
	Iteration 22Q: 3 clusters Score -2370542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -2370556.250000 Penalty: 3210.888184
	Iteration 23Q: 3 clusters Score -2370556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -2370573.750000 Penalty: 3210.888184
	Iteration 24Q: 3 clusters Score -2370574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -2370583.500000 Penalty: 3210.888184
	Iteration 25Q: 3 clusters Score -2370584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -2370602.500000 Penalty: 3210.888184
	Iteration 26Q: 3 clusters Score -2370602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -2370606.250000 Penalty: 3210.888184
	Iteration 27Q: 3 clusters Score -2370606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -2370607.750000 Penalty: 3210.888184
	Iteration 28Q: 3 clusters Score -2370608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -2370611.250000 Penalty: 3210.888184
	Iteration 29Q: 3 clusters Score -2370611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -2370613.250000 Penalty: 3210.888184
	Iteration 30Q: 3 clusters Score -2370613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -2370617.750000 Penalty: 3210.888184
	Iteration 31Q: 3 clusters Score -2370618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -2370618.750000 Penalty: 3210.888184
	Iteration 32Q: 3 clusters Score -2370619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -2370618.750000 Penalty: 3210.888184
	Iteration 33F: 3 clusters Score -2370619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Entering Unmasked Estep 
Score: -1903914.125000 Penalty: 1572.149414
	Iteration 0F: 2 clusters Score -1903914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1892968.625000 Penalty: 3144.298828
	Iteration 0F: 3 clusters Score -1892969 nChanged 6991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1896837.000000 Penalty: 3144.298828
	Iteration 1F: 3 clusters Score -1896837 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1897142.625000 Penalty: 3144.298828
	Iteration 2F: 3 clusters Score -1897143 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1897376.625000 Penalty: 3144.298828
	Iteration 3Q: 3 clusters Score -1897377 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1897629.375000 Penalty: 3144.298828
	Iteration 4Q: 3 clusters Score -1897629 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1897912.250000 Penalty: 3144.298828
	Iteration 5Q: 3 clusters Score -1897912 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1898224.125000 Penalty: 3144.298828
	Iteration 6Q: 3 clusters Score -1898224 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1898657.625000 Penalty: 3144.298828
	Iteration 7Q: 3 clusters Score -1898658 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1899225.875000 Penalty: 3144.298828
	Iteration 8F: 3 clusters Score -1899226 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -1899938.500000 Penalty: 3144.298828
	Iteration 9F: 3 clusters Score -1899938 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1900635.250000 Penalty: 3144.298828
	Iteration 10F: 3 clusters Score -1900635 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -1901278.875000 Penalty: 3144.298828
	Iteration 11Q: 3 clusters Score -1901279 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -1901750.750000 Penalty: 3144.298828
	Iteration 12Q: 3 clusters Score -1901751 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -1902037.750000 Penalty: 3144.298828
	Iteration 13Q: 3 clusters Score -1902038 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -1902232.250000 Penalty: 3144.298828
	Iteration 14Q: 3 clusters Score -1902232 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -1902347.750000 Penalty: 3144.298828
	Iteration 15Q: 3 clusters Score -1902348 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -1902436.250000 Penalty: 3144.298828
	Iteration 16Q: 3 clusters Score -1902436 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -1902500.125000 Penalty: 3144.298828
	Iteration 17Q: 3 clusters Score -1902500 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -1902530.250000 Penalty: 3144.298828
	Iteration 18Q: 3 clusters Score -1902530 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -1902548.000000 Penalty: 3144.298828
	Iteration 19Q: 3 clusters Score -1902548 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -1902565.875000 Penalty: 3144.298828
	Iteration 20F: 3 clusters Score -1902566 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -1902579.375000 Penalty: 3144.298828
	Iteration 21Q: 3 clusters Score -1902579 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -1902591.625000 Penalty: 3144.298828
	Iteration 22Q: 3 clusters Score -1902592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -1902595.500000 Penalty: 3144.298828
	Iteration 23Q: 3 clusters Score -1902596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -1902598.250000 Penalty: 3144.298828
	Iteration 24Q: 3 clusters Score -1902598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -1902604.250000 Penalty: 3144.298828
	Iteration 25Q: 3 clusters Score -1902604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -1902607.875000 Penalty: 3144.298828
	Iteration 26Q: 3 clusters Score -1902608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -1902611.375000 Penalty: 3144.298828
	Iteration 27Q: 3 clusters Score -1902611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -1902617.625000 Penalty: 3144.298828
	Iteration 28Q: 3 clusters Score -1902618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -1902621.375000 Penalty: 3144.298828
	Iteration 29Q: 3 clusters Score -1902621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -1902631.250000 Penalty: 3144.298828
	Iteration 30Q: 3 clusters Score -1902631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -1902635.000000 Penalty: 3144.298828
	Iteration 31Q: 3 clusters Score -1902635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -1902639.625000 Penalty: 3144.298828
	Iteration 32Q: 3 clusters Score -1902640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -1902640.500000 Penalty: 3144.298828
	Iteration 33Q: 3 clusters Score -1902640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -1902641.125000 Penalty: 3144.298828
	Iteration 34Q: 3 clusters Score -1902641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -1902642.250000 Penalty: 3144.298828
	Iteration 35Q: 3 clusters Score -1902642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -1902640.375000 Penalty: 3144.298828
	Iteration 36Q: 3 clusters Score -1902640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -1902640.750000 Penalty: 3144.298828
	Iteration 37Q: 3 clusters Score -1902641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -1902640.750000 Penalty: 3144.298828
	Iteration 38F: 3 clusters Score -1902641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -1464288.375000 Penalty: 1538.336548
	Iteration 0F: 2 clusters Score -1464288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1455171.875000 Penalty: 3076.673096
	Iteration 0F: 3 clusters Score -1455172 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1458260.625000 Penalty: 3076.673096
	Iteration 1F: 3 clusters Score -1458261 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1458493.875000 Penalty: 3076.673096
	Iteration 2F: 3 clusters Score -1458494 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1458734.375000 Penalty: 3076.673096
	Iteration 3Q: 3 clusters Score -1458734 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1459051.750000 Penalty: 3076.673096
	Iteration 4Q: 3 clusters Score -1459052 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1459507.875000 Penalty: 3076.673096
	Iteration 5F: 3 clusters Score -1459508 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1460092.875000 Penalty: 3076.673096
	Iteration 6F: 3 clusters Score -1460093 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1460810.125000 Penalty: 3076.673096
	Iteration 7F: 3 clusters Score -1460810 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1461570.250000 Penalty: 3076.673096
	Iteration 8F: 3 clusters Score -1461570 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1462160.375000 Penalty: 3076.673096
	Iteration 9Q: 3 clusters Score -1462160 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1462525.250000 Penalty: 3076.673096
	Iteration 10Q: 3 clusters Score -1462525 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1462730.125000 Penalty: 3076.673096
	Iteration 11Q: 3 clusters Score -1462730 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1462829.375000 Penalty: 3076.673096
	Iteration 12Q: 3 clusters Score -1462829 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1462877.125000 Penalty: 3076.673096
	Iteration 13Q: 3 clusters Score -1462877 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -1462905.125000 Penalty: 3076.673096
	Iteration 14Q: 3 clusters Score -1462905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -1462927.000000 Penalty: 3076.673096
	Iteration 15Q: 3 clusters Score -1462927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -1462936.875000 Penalty: 3076.673096
	Iteration 16Q: 3 clusters Score -1462937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -1462952.750000 Penalty: 3076.673096
	Iteration 17Q: 3 clusters Score -1462953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -1462955.500000 Penalty: 3076.673096
	Iteration 18Q: 3 clusters Score -1462956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -1462957.375000 Penalty: 3076.673096
	Iteration 19Q: 3 clusters Score -1462957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -1462958.875000 Penalty: 3076.673096
	Iteration 20F: 3 clusters Score -1462959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -1462958.250000 Penalty: 3076.673096
	Iteration 21Q: 3 clusters Score -1462958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -1462965.500000 Penalty: 3076.673096
	Iteration 22Q: 3 clusters Score -1462966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -1462966.375000 Penalty: 3076.673096
	Iteration 23Q: 3 clusters Score -1462966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -1462967.750000 Penalty: 3076.673096
	Iteration 24Q: 3 clusters Score -1462968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -1462967.750000 Penalty: 3076.673096
	Iteration 25F: 3 clusters Score -1462968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (74742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74742 members 
Entering Unmasked Estep 
Score: -8851939.000000 Penalty: 1823.542114
	Iteration 0F: 2 clusters Score -8851939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37230 members 
Mstep: Class 2 contains 37512 members 
Entering Unmasked Estep 
Score: -8802121.000000 Penalty: 3647.084229
	Iteration 0F: 3 clusters Score -8802121 nChanged 35499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36207 members 
Mstep: Class 2 contains 38535 members 
Entering Unmasked Estep 
Score: -8822333.000000 Penalty: 3647.084229
	Iteration 1F: 3 clusters Score -8822333 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35464 members 
Mstep: Class 2 contains 39278 members 
Entering Unmasked Estep 
Score: -8822947.000000 Penalty: 3647.084229
	Iteration 2Q: 3 clusters Score -8822947 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34240 members 
Mstep: Class 2 contains 40502 members 
Entering Unmasked Estep 
Score: -8823709.000000 Penalty: 3647.084229
	Iteration 3Q: 3 clusters Score -8823709 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 42281 members 
Entering Unmasked Estep 
Score: -8824837.000000 Penalty: 3647.084229
	Iteration 4Q: 3 clusters Score -8824837 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 44894 members 
Entering Unmasked Estep 
Score: -8826765.000000 Penalty: 3647.084229
	Iteration 5Q: 3 clusters Score -8826765 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 48226 members 
Entering Unmasked Estep 
Score: -8829786.000000 Penalty: 3647.084229
	Iteration 6F: 3 clusters Score -8829786 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 52015 members 
Entering Unmasked Estep 
Score: -8833746.000000 Penalty: 3647.084229
	Iteration 7F: 3 clusters Score -8833746 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 55404 members 
Entering Unmasked Estep 
Score: -8837786.000000 Penalty: 3647.084229
	Iteration 8F: 3 clusters Score -8837786 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 57778 members 
Entering Unmasked Estep 
Score: -8840738.000000 Penalty: 3647.084229
	Iteration 9F: 3 clusters Score -8840738 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 59279 members 
Entering Unmasked Estep 
Score: -8842494.000000 Penalty: 3647.084229
	Iteration 10Q: 3 clusters Score -8842494 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 60387 members 
Entering Unmasked Estep 
Score: -8843524.000000 Penalty: 3647.084229
	Iteration 11Q: 3 clusters Score -8843524 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 61312 members 
Entering Unmasked Estep 
Score: -8844259.000000 Penalty: 3647.084229
	Iteration 12Q: 3 clusters Score -8844259 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 62151 members 
Entering Unmasked Estep 
Score: -8844876.000000 Penalty: 3647.084229
	Iteration 13Q: 3 clusters Score -8844876 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 62871 members 
Entering Unmasked Estep 
Score: -8845336.000000 Penalty: 3647.084229
	Iteration 14Q: 3 clusters Score -8845336 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 63544 members 
Entering Unmasked Estep 
Score: -8845770.000000 Penalty: 3647.084229
	Iteration 15Q: 3 clusters Score -8845770 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 64127 members 
Entering Unmasked Estep 
Score: -8846145.000000 Penalty: 3647.084229
	Iteration 16Q: 3 clusters Score -8846145 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 64683 members 
Entering Unmasked Estep 
Score: -8846480.000000 Penalty: 3647.084229
	Iteration 17Q: 3 clusters Score -8846480 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 65220 members 
Entering Unmasked Estep 
Score: -8846802.000000 Penalty: 3647.084229
	Iteration 18Q: 3 clusters Score -8846802 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 65694 members 
Entering Unmasked Estep 
Score: -8847080.000000 Penalty: 3647.084229
	Iteration 19Q: 3 clusters Score -8847080 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 66194 members 
Entering Unmasked Estep 
Score: -8847337.000000 Penalty: 3647.084229
	Iteration 20F: 3 clusters Score -8847337 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 66691 members 
Entering Unmasked Estep 
Score: -8847565.000000 Penalty: 3647.084229
	Iteration 21Q: 3 clusters Score -8847565 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 67183 members 
Entering Unmasked Estep 
Score: -8847838.000000 Penalty: 3647.084229
	Iteration 22Q: 3 clusters Score -8847838 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 67658 members 
Entering Unmasked Estep 
Score: -8848030.000000 Penalty: 3647.084229
	Iteration 23Q: 3 clusters Score -8848030 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 68120 members 
Entering Unmasked Estep 
Score: -8848244.000000 Penalty: 3647.084229
	Iteration 24Q: 3 clusters Score -8848244 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 68575 members 
Entering Unmasked Estep 
Score: -8848427.000000 Penalty: 3647.084229
	Iteration 25Q: 3 clusters Score -8848427 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 69005 members 
Entering Unmasked Estep 
Score: -8848595.000000 Penalty: 3647.084229
	Iteration 26Q: 3 clusters Score -8848595 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 69422 members 
Entering Unmasked Estep 
Score: -8848763.000000 Penalty: 3647.084229
	Iteration 27Q: 3 clusters Score -8848763 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 69800 members 
Entering Unmasked Estep 
Score: -8848916.000000 Penalty: 3647.084229
	Iteration 28Q: 3 clusters Score -8848916 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 70137 members 
Entering Unmasked Estep 
Score: -8849070.000000 Penalty: 3647.084229
	Iteration 29Q: 3 clusters Score -8849070 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 70483 members 
Entering Unmasked Estep 
Score: -8849223.000000 Penalty: 3647.084229
	Iteration 30Q: 3 clusters Score -8849223 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 70747 members 
Entering Unmasked Estep 
Score: -8849320.000000 Penalty: 3647.084229
	Iteration 31Q: 3 clusters Score -8849320 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 71001 members 
Entering Unmasked Estep 
Score: -8849415.000000 Penalty: 3647.084229
	Iteration 32Q: 3 clusters Score -8849415 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 71225 members 
Entering Unmasked Estep 
Score: -8849496.000000 Penalty: 3647.084229
	Iteration 33Q: 3 clusters Score -8849496 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 71420 members 
Entering Unmasked Estep 
Score: -8849577.000000 Penalty: 3647.084229
	Iteration 34Q: 3 clusters Score -8849577 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 71600 members 
Entering Unmasked Estep 
Score: -8849668.000000 Penalty: 3647.084229
	Iteration 35Q: 3 clusters Score -8849668 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 71755 members 
Entering Unmasked Estep 
Score: -8849715.000000 Penalty: 3647.084229
	Iteration 36Q: 3 clusters Score -8849715 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 71897 members 
Entering Unmasked Estep 
Score: -8849774.000000 Penalty: 3647.084229
	Iteration 37Q: 3 clusters Score -8849774 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 72015 members 
Entering Unmasked Estep 
Score: -8849816.000000 Penalty: 3647.084229
	Iteration 38Q: 3 clusters Score -8849816 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 72114 members 
Entering Unmasked Estep 
Score: -8849833.000000 Penalty: 3647.084229
	Iteration 39Q: 3 clusters Score -8849833 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 72183 members 
Entering Unmasked Estep 
Score: -8849846.000000 Penalty: 3647.084229
	Iteration 40F: 3 clusters Score -8849846 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 72264 members 
Entering Unmasked Estep 
Score: -8849855.000000 Penalty: 3647.084229
	Iteration 41Q: 3 clusters Score -8849855 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 72341 members 
Entering Unmasked Estep 
Score: -8849890.000000 Penalty: 3647.084229
	Iteration 42Q: 3 clusters Score -8849890 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 72420 members 
Entering Unmasked Estep 
Score: -8849908.000000 Penalty: 3647.084229
	Iteration 43Q: 3 clusters Score -8849908 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 72496 members 
Entering Unmasked Estep 
Score: -8849930.000000 Penalty: 3647.084229
	Iteration 44Q: 3 clusters Score -8849930 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 72558 members 
Entering Unmasked Estep 
Score: -8849933.000000 Penalty: 3647.084229
	Iteration 45Q: 3 clusters Score -8849933 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 72617 members 
Entering Unmasked Estep 
Score: -8849929.000000 Penalty: 3647.084229
	Iteration 46Q: 3 clusters Score -8849929 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 72659 members 
Entering Unmasked Estep 
Score: -8849943.000000 Penalty: 3647.084229
	Iteration 47Q: 3 clusters Score -8849943 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 72707 members 
Entering Unmasked Estep 
Score: -8849959.000000 Penalty: 3647.084229
	Iteration 48Q: 3 clusters Score -8849959 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 72757 members 
Entering Unmasked Estep 
Score: -8849974.000000 Penalty: 3647.084229
	Iteration 49Q: 3 clusters Score -8849974 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 72794 members 
Entering Unmasked Estep 
Score: -8849990.000000 Penalty: 3647.084229
	Iteration 50Q: 3 clusters Score -8849990 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 72829 members 
Entering Unmasked Estep 
Score: -8849984.000000 Penalty: 3647.084229
	Iteration 51Q: 3 clusters Score -8849984 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 72869 members 
Entering Unmasked Estep 
Score: -8849990.000000 Penalty: 3647.084229
	Iteration 52Q: 3 clusters Score -8849990 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 72915 members 
Entering Unmasked Estep 
Score: -8850007.000000 Penalty: 3647.084229
	Iteration 53Q: 3 clusters Score -8850007 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 72959 members 
Entering Unmasked Estep 
Score: -8850030.000000 Penalty: 3647.084229
	Iteration 54Q: 3 clusters Score -8850030 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 72998 members 
Entering Unmasked Estep 
Score: -8850036.000000 Penalty: 3647.084229
	Iteration 55Q: 3 clusters Score -8850036 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 73030 members 
Entering Unmasked Estep 
Score: -8850059.000000 Penalty: 3647.084229
	Iteration 56Q: 3 clusters Score -8850059 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 73062 members 
Entering Unmasked Estep 
Score: -8850049.000000 Penalty: 3647.084229
	Iteration 57Q: 3 clusters Score -8850049 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 73096 members 
Entering Unmasked Estep 
Score: -8850075.000000 Penalty: 3647.084229
	Iteration 58Q: 3 clusters Score -8850075 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 73132 members 
Entering Unmasked Estep 
Score: -8850077.000000 Penalty: 3647.084229
	Iteration 59Q: 3 clusters Score -8850077 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 73161 members 
Entering Unmasked Estep 
Score: -8850079.000000 Penalty: 3647.084229
	Iteration 60F: 3 clusters Score -8850079 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 73194 members 
Entering Unmasked Estep 
Score: -8850099.000000 Penalty: 3647.084229
	Iteration 61Q: 3 clusters Score -8850099 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 73222 members 
Entering Unmasked Estep 
Score: -8850111.000000 Penalty: 3647.084229
	Iteration 62Q: 3 clusters Score -8850111 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 73251 members 
Entering Unmasked Estep 
Score: -8850121.000000 Penalty: 3647.084229
	Iteration 63Q: 3 clusters Score -8850121 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 73279 members 
Entering Unmasked Estep 
Score: -8850127.000000 Penalty: 3647.084229
	Iteration 64Q: 3 clusters Score -8850127 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 73296 members 
Entering Unmasked Estep 
Score: -8850138.000000 Penalty: 3647.084229
	Iteration 65Q: 3 clusters Score -8850138 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 73314 members 
Entering Unmasked Estep 
Score: -8850137.000000 Penalty: 3647.084229
	Iteration 66Q: 3 clusters Score -8850137 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 73328 members 
Entering Unmasked Estep 
Score: -8850143.000000 Penalty: 3647.084229
	Iteration 67Q: 3 clusters Score -8850143 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 73339 members 
Entering Unmasked Estep 
Score: -8850149.000000 Penalty: 3647.084229
	Iteration 68Q: 3 clusters Score -8850149 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 73351 members 
Entering Unmasked Estep 
Score: -8850141.000000 Penalty: 3647.084229
	Iteration 69Q: 3 clusters Score -8850141 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 73365 members 
Entering Unmasked Estep 
Score: -8850144.000000 Penalty: 3647.084229
	Iteration 70Q: 3 clusters Score -8850144 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 73376 members 
Entering Unmasked Estep 
Score: -8850156.000000 Penalty: 3647.084229
	Iteration 71Q: 3 clusters Score -8850156 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 73396 members 
Entering Unmasked Estep 
Score: -8850155.000000 Penalty: 3647.084229
	Iteration 72Q: 3 clusters Score -8850155 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 73413 members 
Entering Unmasked Estep 
Score: -8850153.000000 Penalty: 3647.084229
	Iteration 73Q: 3 clusters Score -8850153 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 73437 members 
Entering Unmasked Estep 
Score: -8850167.000000 Penalty: 3647.084229
	Iteration 74Q: 3 clusters Score -8850167 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 73450 members 
Entering Unmasked Estep 
Score: -8850175.000000 Penalty: 3647.084229
	Iteration 75Q: 3 clusters Score -8850175 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 73460 members 
Entering Unmasked Estep 
Score: -8850172.000000 Penalty: 3647.084229
	Iteration 76Q: 3 clusters Score -8850172 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 73473 members 
Entering Unmasked Estep 
Score: -8850190.000000 Penalty: 3647.084229
	Iteration 77Q: 3 clusters Score -8850190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 73483 members 
Entering Unmasked Estep 
Score: -8850199.000000 Penalty: 3647.084229
	Iteration 78Q: 3 clusters Score -8850199 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 73498 members 
Entering Unmasked Estep 
Score: -8850197.000000 Penalty: 3647.084229
	Iteration 79Q: 3 clusters Score -8850197 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 73520 members 
Entering Unmasked Estep 
Score: -8850218.000000 Penalty: 3647.084229
	Iteration 80F: 3 clusters Score -8850218 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 73546 members 
Entering Unmasked Estep 
Score: -8850238.000000 Penalty: 3647.084229
	Iteration 81Q: 3 clusters Score -8850238 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 73565 members 
Entering Unmasked Estep 
Score: -8850233.000000 Penalty: 3647.084229
	Iteration 82Q: 3 clusters Score -8850233 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 73581 members 
Entering Unmasked Estep 
Score: -8850241.000000 Penalty: 3647.084229
	Iteration 83Q: 3 clusters Score -8850241 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 73598 members 
Entering Unmasked Estep 
Score: -8850238.000000 Penalty: 3647.084229
	Iteration 84Q: 3 clusters Score -8850238 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 73614 members 
Entering Unmasked Estep 
Score: -8850247.000000 Penalty: 3647.084229
	Iteration 85Q: 3 clusters Score -8850247 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 73633 members 
Entering Unmasked Estep 
Score: -8850261.000000 Penalty: 3647.084229
	Iteration 86Q: 3 clusters Score -8850261 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 73650 members 
Entering Unmasked Estep 
Score: -8850259.000000 Penalty: 3647.084229
	Iteration 87Q: 3 clusters Score -8850259 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 73673 members 
Entering Unmasked Estep 
Score: -8850277.000000 Penalty: 3647.084229
	Iteration 88Q: 3 clusters Score -8850277 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 73696 members 
Entering Unmasked Estep 
Score: -8850286.000000 Penalty: 3647.084229
	Iteration 89Q: 3 clusters Score -8850286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 73710 members 
Entering Unmasked Estep 
Score: -8850287.000000 Penalty: 3647.084229
	Iteration 90Q: 3 clusters Score -8850287 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 73722 members 
Entering Unmasked Estep 
Score: -8850297.000000 Penalty: 3647.084229
	Iteration 91Q: 3 clusters Score -8850297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 73730 members 
Entering Unmasked Estep 
Score: -8850298.000000 Penalty: 3647.084229
	Iteration 92Q: 3 clusters Score -8850298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 73736 members 
Entering Unmasked Estep 
Score: -8850294.000000 Penalty: 3647.084229
	Iteration 93Q: 3 clusters Score -8850294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 73745 members 
Entering Unmasked Estep 
Score: -8850303.000000 Penalty: 3647.084229
	Iteration 94Q: 3 clusters Score -8850303 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 73753 members 
Entering Unmasked Estep 
Score: -8850315.000000 Penalty: 3647.084229
	Iteration 95Q: 3 clusters Score -8850315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 73761 members 
Entering Unmasked Estep 
Score: -8850324.000000 Penalty: 3647.084229
	Iteration 96Q: 3 clusters Score -8850324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 73770 members 
Entering Unmasked Estep 
Score: -8850331.000000 Penalty: 3647.084229
	Iteration 97Q: 3 clusters Score -8850331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 73781 members 
Entering Unmasked Estep 
Score: -8850344.000000 Penalty: 3647.084229
	Iteration 98Q: 3 clusters Score -8850344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 73788 members 
Entering Unmasked Estep 
Score: -8850351.000000 Penalty: 3647.084229
	Iteration 99Q: 3 clusters Score -8850351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 73792 members 
Entering Unmasked Estep 
Score: -8850347.000000 Penalty: 3647.084229
	Iteration 100F: 3 clusters Score -8850347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 73797 members 
Entering Unmasked Estep 
Score: -8850353.000000 Penalty: 3647.084229
	Iteration 101Q: 3 clusters Score -8850353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 73804 members 
Entering Unmasked Estep 
Score: -8850352.000000 Penalty: 3647.084229
	Iteration 102Q: 3 clusters Score -8850352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 73813 members 
Entering Unmasked Estep 
Score: -8850358.000000 Penalty: 3647.084229
	Iteration 103Q: 3 clusters Score -8850358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 73820 members 
Entering Unmasked Estep 
Score: -8850356.000000 Penalty: 3647.084229
	Iteration 104Q: 3 clusters Score -8850356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 73826 members 
Entering Unmasked Estep 
Score: -8850356.000000 Penalty: 3647.084229
	Iteration 105Q: 3 clusters Score -8850356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 73828 members 
Entering Unmasked Estep 
Score: -8850355.000000 Penalty: 3647.084229
	Iteration 106Q: 3 clusters Score -8850355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 73832 members 
Entering Unmasked Estep 
Score: -8850362.000000 Penalty: 3647.084229
	Iteration 107Q: 3 clusters Score -8850362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 73836 members 
Entering Unmasked Estep 
Score: -8850363.000000 Penalty: 3647.084229
	Iteration 108Q: 3 clusters Score -8850363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 73839 members 
Entering Unmasked Estep 
Score: -8850367.000000 Penalty: 3647.084229
	Iteration 109Q: 3 clusters Score -8850367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 73840 members 
Entering Unmasked Estep 
Score: -8850376.000000 Penalty: 3647.084229
	Iteration 110Q: 3 clusters Score -8850376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 73838 members 
Entering Unmasked Estep 
Score: -8850380.000000 Penalty: 3647.084229
	Iteration 111Q: 3 clusters Score -8850380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 73839 members 
Entering Unmasked Estep 
Score: -8850385.000000 Penalty: 3647.084229
	Iteration 112Q: 3 clusters Score -8850385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 73839 members 
Entering Unmasked Estep 
Score: -8850385.000000 Penalty: 3647.084229
	Iteration 113F: 3 clusters Score -8850385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Entering Unmasked Estep 
Score: -103499.609375 Penalty: 1137.702393
	Iteration 0F: 2 clusters Score -103499.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -102043.632812 Penalty: 2275.404785
	Iteration 0F: 3 clusters Score -102043.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -102408.437500 Penalty: 2275.404785
	Iteration 1F: 3 clusters Score -102408.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -102617.343750 Penalty: 2275.404785
	Iteration 2F: 3 clusters Score -102617.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -102778.992188 Penalty: 2275.404785
	Iteration 3F: 3 clusters Score -102779 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -102930.015625 Penalty: 2275.404785
	Iteration 4F: 3 clusters Score -102930 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -103014.757812 Penalty: 2275.404785
	Iteration 5F: 3 clusters Score -103014.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -103067.359375 Penalty: 2275.404785
	Iteration 6Q: 3 clusters Score -103067.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -103090.992188 Penalty: 2275.404785
	Iteration 7Q: 3 clusters Score -103091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -103101.789062 Penalty: 2275.404785
	Iteration 8Q: 3 clusters Score -103101.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -103107.101562 Penalty: 2275.404785
	Iteration 9Q: 3 clusters Score -103107.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -103109.593750 Penalty: 2275.404785
	Iteration 10Q: 3 clusters Score -103109.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -103117.359375 Penalty: 2275.404785
	Iteration 11Q: 3 clusters Score -103117.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -103122.585938 Penalty: 2275.404785
	Iteration 12Q: 3 clusters Score -103122.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -103123.320312 Penalty: 2275.404785
	Iteration 13Q: 3 clusters Score -103123.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -103124.289062 Penalty: 2275.404785
	Iteration 14Q: 3 clusters Score -103124.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -103127.484375 Penalty: 2275.404785
	Iteration 15Q: 3 clusters Score -103127.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -103129.140625 Penalty: 2275.404785
	Iteration 16Q: 3 clusters Score -103129.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -103137.523438 Penalty: 2275.404785
	Iteration 17Q: 3 clusters Score -103137.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -103142.039062 Penalty: 2275.404785
	Iteration 18Q: 3 clusters Score -103142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -103148.093750 Penalty: 2275.404785
	Iteration 19Q: 3 clusters Score -103148.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -103149.960938 Penalty: 2275.404785
	Iteration 20F: 3 clusters Score -103150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -103155.578125 Penalty: 2275.404785
	Iteration 21Q: 3 clusters Score -103155.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -103159.382812 Penalty: 2275.404785
	Iteration 22Q: 3 clusters Score -103159.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -103167.437500 Penalty: 2275.404785
	Iteration 23Q: 3 clusters Score -103167.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -103180.843750 Penalty: 2275.404785
	Iteration 24Q: 3 clusters Score -103180.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -103202.898438 Penalty: 2275.404785
	Iteration 25Q: 3 clusters Score -103202.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -103240.304688 Penalty: 2275.404785
	Iteration 26Q: 3 clusters Score -103240.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -103251.945312 Penalty: 2275.404785
	Iteration 27Q: 3 clusters Score -103251.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -103261.406250 Penalty: 2275.404785
	Iteration 28Q: 3 clusters Score -103261.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -103275.296875 Penalty: 2275.404785
	Iteration 29Q: 3 clusters Score -103275.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -103281.312500 Penalty: 2275.404785
	Iteration 30Q: 3 clusters Score -103281.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -103283.820312 Penalty: 2275.404785
	Iteration 31Q: 3 clusters Score -103283.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -103286.867188 Penalty: 2275.404785
	Iteration 32Q: 3 clusters Score -103286.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -103289.718750 Penalty: 2275.404785
	Iteration 33Q: 3 clusters Score -103289.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -103291.734375 Penalty: 2275.404785
	Iteration 34Q: 3 clusters Score -103291.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -103292.390625 Penalty: 2275.404785
	Iteration 35Q: 3 clusters Score -103292.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -103293.109375 Penalty: 2275.404785
	Iteration 36Q: 3 clusters Score -103293.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -103295.445312 Penalty: 2275.404785
	Iteration 37Q: 3 clusters Score -103295.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -103296.187500 Penalty: 2275.404785
	Iteration 38Q: 3 clusters Score -103296.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -103296.796875 Penalty: 2275.404785
	Iteration 39Q: 3 clusters Score -103296.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -103297.828125 Penalty: 2275.404785
	Iteration 40F: 3 clusters Score -103297.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -103298.476562 Penalty: 2275.404785
	Iteration 41Q: 3 clusters Score -103298.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -103298.476562 Penalty: 2275.404785
	Iteration 42F: 3 clusters Score -103298.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Entering Unmasked Estep 
Score: -45968.765625 Penalty: 1011.168640
	Iteration 0F: 2 clusters Score -45968.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -44932.921875 Penalty: 2022.337280
	Iteration 0F: 3 clusters Score -44932.92 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -45124.820312 Penalty: 2022.337280
	Iteration 1F: 3 clusters Score -45124.82 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -45229.175781 Penalty: 2022.337280
	Iteration 2F: 3 clusters Score -45229.18 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -45311.703125 Penalty: 2022.337280
	Iteration 3F: 3 clusters Score -45311.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -45378.691406 Penalty: 2022.337280
	Iteration 4Q: 3 clusters Score -45378.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -45416.574219 Penalty: 2022.337280
	Iteration 5Q: 3 clusters Score -45416.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -45466.367188 Penalty: 2022.337280
	Iteration 6Q: 3 clusters Score -45466.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -45488.957031 Penalty: 2022.337280
	Iteration 7Q: 3 clusters Score -45488.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -45529.871094 Penalty: 2022.337280
	Iteration 8Q: 3 clusters Score -45529.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -45572.246094 Penalty: 2022.337280
	Iteration 9Q: 3 clusters Score -45572.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -45602.402344 Penalty: 2022.337280
	Iteration 10Q: 3 clusters Score -45602.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -45627.281250 Penalty: 2022.337280
	Iteration 11Q: 3 clusters Score -45627.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -45648.835938 Penalty: 2022.337280
	Iteration 12Q: 3 clusters Score -45648.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -45675.171875 Penalty: 2022.337280
	Iteration 13Q: 3 clusters Score -45675.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -45686.437500 Penalty: 2022.337280
	Iteration 14Q: 3 clusters Score -45686.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -45696.367188 Penalty: 2022.337280
	Iteration 15Q: 3 clusters Score -45696.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -45699.675781 Penalty: 2022.337280
	Iteration 16Q: 3 clusters Score -45699.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -45700.425781 Penalty: 2022.337280
	Iteration 17Q: 3 clusters Score -45700.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -45705.035156 Penalty: 2022.337280
	Iteration 18F: 3 clusters Score -45705.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -45711.882812 Penalty: 2022.337280
	Iteration 19Q: 3 clusters Score -45711.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -45711.882812 Penalty: 2022.337280
	Iteration 20F: 3 clusters Score -45711.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Entering Unmasked Estep 
Score: -156072.953125 Penalty: 1183.894897
	Iteration 0F: 2 clusters Score -156073 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 764 members 
Entering Unmasked Estep 
Score: -154379.921875 Penalty: 2367.789795
	Iteration 0F: 3 clusters Score -154379.9 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -154840.875000 Penalty: 2367.789795
	Iteration 1F: 3 clusters Score -154840.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -155054.640625 Penalty: 2367.789795
	Iteration 2F: 3 clusters Score -155054.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -155258.734375 Penalty: 2367.789795
	Iteration 3F: 3 clusters Score -155258.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -155358.687500 Penalty: 2367.789795
	Iteration 4F: 3 clusters Score -155358.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -155409.484375 Penalty: 2367.789795
	Iteration 5Q: 3 clusters Score -155409.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -155443.390625 Penalty: 2367.789795
	Iteration 6Q: 3 clusters Score -155443.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -155469.265625 Penalty: 2367.789795
	Iteration 7Q: 3 clusters Score -155469.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -155485.750000 Penalty: 2367.789795
	Iteration 8Q: 3 clusters Score -155485.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -155494.265625 Penalty: 2367.789795
	Iteration 9Q: 3 clusters Score -155494.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -155501.187500 Penalty: 2367.789795
	Iteration 10Q: 3 clusters Score -155501.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -155506.609375 Penalty: 2367.789795
	Iteration 11Q: 3 clusters Score -155506.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -155509.750000 Penalty: 2367.789795
	Iteration 12Q: 3 clusters Score -155509.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -155509.750000 Penalty: 2367.789795
	Iteration 13F: 3 clusters Score -155509.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Entering Unmasked Estep 
Score: -51322.757812 Penalty: 1019.035645
	Iteration 0F: 2 clusters Score -51322.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -50256.652344 Penalty: 2038.071289
	Iteration 0F: 3 clusters Score -50256.65 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -50505.964844 Penalty: 2038.071289
	Iteration 1F: 3 clusters Score -50505.96 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -50601.753906 Penalty: 2038.071289
	Iteration 2F: 3 clusters Score -50601.75 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -50648.445312 Penalty: 2038.071289
	Iteration 3Q: 3 clusters Score -50648.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -50692.679688 Penalty: 2038.071289
	Iteration 4F: 3 clusters Score -50692.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -50731.238281 Penalty: 2038.071289
	Iteration 5Q: 3 clusters Score -50731.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -50769.167969 Penalty: 2038.071289
	Iteration 6Q: 3 clusters Score -50769.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -50795.058594 Penalty: 2038.071289
	Iteration 7Q: 3 clusters Score -50795.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -50810.140625 Penalty: 2038.071289
	Iteration 8Q: 3 clusters Score -50810.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -50822.703125 Penalty: 2038.071289
	Iteration 9Q: 3 clusters Score -50822.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -50823.476562 Penalty: 2038.071289
	Iteration 10Q: 3 clusters Score -50823.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -50824.601562 Penalty: 2038.071289
	Iteration 11Q: 3 clusters Score -50824.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -50827.902344 Penalty: 2038.071289
	Iteration 12Q: 3 clusters Score -50827.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -50828.714844 Penalty: 2038.071289
	Iteration 13Q: 3 clusters Score -50828.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -50829.957031 Penalty: 2038.071289
	Iteration 14Q: 3 clusters Score -50829.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -50829.957031 Penalty: 2038.071289
	Iteration 15F: 3 clusters Score -50829.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (75712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75712 members 
Entering Unmasked Estep 
Score: -9009122.000000 Penalty: 1825.637329
	Iteration 0F: 2 clusters Score -9009122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37975 members 
Mstep: Class 2 contains 37737 members 
Entering Unmasked Estep 
Score: -8958725.000000 Penalty: 3651.274658
	Iteration 0F: 3 clusters Score -8958725 nChanged 35810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39681 members 
Mstep: Class 2 contains 36031 members 
Entering Unmasked Estep 
Score: -8979064.000000 Penalty: 3651.274658
	Iteration 1F: 3 clusters Score -8979064 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40820 members 
Mstep: Class 2 contains 34892 members 
Entering Unmasked Estep 
Score: -8979589.000000 Penalty: 3651.274658
	Iteration 2Q: 3 clusters Score -8979589 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42595 members 
Mstep: Class 2 contains 33117 members 
Entering Unmasked Estep 
Score: -8980279.000000 Penalty: 3651.274658
	Iteration 3Q: 3 clusters Score -8980279 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45203 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -8981311.000000 Penalty: 3651.274658
	Iteration 4Q: 3 clusters Score -8981311 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49030 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -8983220.000000 Penalty: 3651.274658
	Iteration 5F: 3 clusters Score -8983220 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54388 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -8986832.000000 Penalty: 3651.274658
	Iteration 6F: 3 clusters Score -8986832 nChanged 7002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61390 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -8992941.000000 Penalty: 3651.274658
	Iteration 7F: 3 clusters Score -8992941 nChanged 7089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68479 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -9000143.000000 Penalty: 3651.274658
	Iteration 8F: 3 clusters Score -9000143 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73153 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -9004906.000000 Penalty: 3651.274658
	Iteration 9F: 3 clusters Score -9004906 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75002 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -9006753.000000 Penalty: 3651.274658
	Iteration 10Q: 3 clusters Score -9006753 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75481 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -9007245.000000 Penalty: 3651.274658
	Iteration 11Q: 3 clusters Score -9007245 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75578 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -9007378.000000 Penalty: 3651.274658
	Iteration 12Q: 3 clusters Score -9007378 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75601 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -9007424.000000 Penalty: 3651.274658
	Iteration 13Q: 3 clusters Score -9007424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75614 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -9007475.000000 Penalty: 3651.274658
	Iteration 14Q: 3 clusters Score -9007475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75619 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9007477.000000 Penalty: 3651.274658
	Iteration 15Q: 3 clusters Score -9007477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75621 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9007478.000000 Penalty: 3651.274658
	Iteration 16Q: 3 clusters Score -9007478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75622 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9007483.000000 Penalty: 3651.274658
	Iteration 17Q: 3 clusters Score -9007483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75622 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9007483.000000 Penalty: 3651.274658
	Iteration 18F: 3 clusters Score -9007483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (106846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106846 members 
Entering Unmasked Estep 
Score: -12664160.000000 Penalty: 1881.610840
	Iteration 0F: 2 clusters Score -1.266416e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53184 members 
Mstep: Class 2 contains 53662 members 
Entering Unmasked Estep 
Score: -12595261.000000 Penalty: 3763.221680
	Iteration 0F: 3 clusters Score -1.259526e+07 nChanged 51140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50486 members 
Mstep: Class 2 contains 56360 members 
Entering Unmasked Estep 
Score: -12624924.000000 Penalty: 3763.221680
	Iteration 1F: 3 clusters Score -1.262492e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48845 members 
Mstep: Class 2 contains 58001 members 
Entering Unmasked Estep 
Score: -12625840.000000 Penalty: 3763.221680
	Iteration 2Q: 3 clusters Score -1.262584e+07 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46328 members 
Mstep: Class 2 contains 60518 members 
Entering Unmasked Estep 
Score: -12627239.000000 Penalty: 3763.221680
	Iteration 3Q: 3 clusters Score -1.262724e+07 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42747 members 
Mstep: Class 2 contains 64099 members 
Entering Unmasked Estep 
Score: -12629689.000000 Penalty: 3763.221680
	Iteration 4Q: 3 clusters Score -1.262969e+07 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37843 members 
Mstep: Class 2 contains 69003 members 
Entering Unmasked Estep 
Score: -12633748.000000 Penalty: 3763.221680
	Iteration 5F: 3 clusters Score -1.263375e+07 nChanged 7027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31998 members 
Mstep: Class 2 contains 74848 members 
Entering Unmasked Estep 
Score: -12639987.000000 Penalty: 3763.221680
	Iteration 6F: 3 clusters Score -1.263999e+07 nChanged 7048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 80302 members 
Entering Unmasked Estep 
Score: -12646750.000000 Penalty: 3763.221680
	Iteration 7F: 3 clusters Score -1.264675e+07 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 83952 members 
Entering Unmasked Estep 
Score: -12652297.000000 Penalty: 3763.221680
	Iteration 8F: 3 clusters Score -1.26523e+07 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 86274 members 
Entering Unmasked Estep 
Score: -12655473.000000 Penalty: 3763.221680
	Iteration 9Q: 3 clusters Score -1.265547e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 88021 members 
Entering Unmasked Estep 
Score: -12657048.000000 Penalty: 3763.221680
	Iteration 10Q: 3 clusters Score -1.265705e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 89268 members 
Entering Unmasked Estep 
Score: -12657841.000000 Penalty: 3763.221680
	Iteration 11Q: 3 clusters Score -1.265784e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 90239 members 
Entering Unmasked Estep 
Score: -12658481.000000 Penalty: 3763.221680
	Iteration 12Q: 3 clusters Score -1.265848e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 91035 members 
Entering Unmasked Estep 
Score: -12658871.000000 Penalty: 3763.221680
	Iteration 13Q: 3 clusters Score -1.265887e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 91773 members 
Entering Unmasked Estep 
Score: -12659141.000000 Penalty: 3763.221680
	Iteration 14Q: 3 clusters Score -1.265914e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 92436 members 
Entering Unmasked Estep 
Score: -12659380.000000 Penalty: 3763.221680
	Iteration 15Q: 3 clusters Score -1.265938e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 93102 members 
Entering Unmasked Estep 
Score: -12659552.000000 Penalty: 3763.221680
	Iteration 16Q: 3 clusters Score -1.265955e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 93728 members 
Entering Unmasked Estep 
Score: -12659792.000000 Penalty: 3763.221680
	Iteration 17Q: 3 clusters Score -1.265979e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 94446 members 
Entering Unmasked Estep 
Score: -12660062.000000 Penalty: 3763.221680
	Iteration 18Q: 3 clusters Score -1.266006e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 95246 members 
Entering Unmasked Estep 
Score: -12660339.000000 Penalty: 3763.221680
	Iteration 19Q: 3 clusters Score -1.266034e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 96067 members 
Entering Unmasked Estep 
Score: -12660624.000000 Penalty: 3763.221680
	Iteration 20F: 3 clusters Score -1.266062e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 96986 members 
Entering Unmasked Estep 
Score: -12661027.000000 Penalty: 3763.221680
	Iteration 21Q: 3 clusters Score -1.266103e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 97889 members 
Entering Unmasked Estep 
Score: -12661468.000000 Penalty: 3763.221680
	Iteration 22Q: 3 clusters Score -1.266147e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 98766 members 
Entering Unmasked Estep 
Score: -12661926.000000 Penalty: 3763.221680
	Iteration 23Q: 3 clusters Score -1.266193e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 99579 members 
Entering Unmasked Estep 
Score: -12662149.000000 Penalty: 3763.221680
	Iteration 24Q: 3 clusters Score -1.266215e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 100422 members 
Entering Unmasked Estep 
Score: -12662273.000000 Penalty: 3763.221680
	Iteration 25Q: 3 clusters Score -1.266227e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 101160 members 
Entering Unmasked Estep 
Score: -12662386.000000 Penalty: 3763.221680
	Iteration 26Q: 3 clusters Score -1.266239e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 101816 members 
Entering Unmasked Estep 
Score: -12662418.000000 Penalty: 3763.221680
	Iteration 27Q: 3 clusters Score -1.266242e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 102317 members 
Entering Unmasked Estep 
Score: -12662436.000000 Penalty: 3763.221680
	Iteration 28Q: 3 clusters Score -1.266244e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 102685 members 
Entering Unmasked Estep 
Score: -12662556.000000 Penalty: 3763.221680
	Iteration 29Q: 3 clusters Score -1.266256e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 103001 members 
Entering Unmasked Estep 
Score: -12662595.000000 Penalty: 3763.221680
	Iteration 30Q: 3 clusters Score -1.26626e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 103270 members 
Entering Unmasked Estep 
Score: -12662632.000000 Penalty: 3763.221680
	Iteration 31Q: 3 clusters Score -1.266263e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 103467 members 
Entering Unmasked Estep 
Score: -12662685.000000 Penalty: 3763.221680
	Iteration 32Q: 3 clusters Score -1.266268e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 103611 members 
Entering Unmasked Estep 
Score: -12662747.000000 Penalty: 3763.221680
	Iteration 33Q: 3 clusters Score -1.266275e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 103717 members 
Entering Unmasked Estep 
Score: -12662777.000000 Penalty: 3763.221680
	Iteration 34Q: 3 clusters Score -1.266278e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 103848 members 
Entering Unmasked Estep 
Score: -12662797.000000 Penalty: 3763.221680
	Iteration 35Q: 3 clusters Score -1.26628e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 103965 members 
Entering Unmasked Estep 
Score: -12662791.000000 Penalty: 3763.221680
	Iteration 36Q: 3 clusters Score -1.266279e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 104056 members 
Entering Unmasked Estep 
Score: -12662815.000000 Penalty: 3763.221680
	Iteration 37Q: 3 clusters Score -1.266282e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 104128 members 
Entering Unmasked Estep 
Score: -12662799.000000 Penalty: 3763.221680
	Iteration 38Q: 3 clusters Score -1.26628e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 104179 members 
Entering Unmasked Estep 
Score: -12662857.000000 Penalty: 3763.221680
	Iteration 39Q: 3 clusters Score -1.266286e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 104230 members 
Entering Unmasked Estep 
Score: -12662854.000000 Penalty: 3763.221680
	Iteration 40F: 3 clusters Score -1.266285e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 104312 members 
Entering Unmasked Estep 
Score: -12662890.000000 Penalty: 3763.221680
	Iteration 41Q: 3 clusters Score -1.266289e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 104358 members 
Entering Unmasked Estep 
Score: -12662907.000000 Penalty: 3763.221680
	Iteration 42Q: 3 clusters Score -1.266291e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 104402 members 
Entering Unmasked Estep 
Score: -12662889.000000 Penalty: 3763.221680
	Iteration 43Q: 3 clusters Score -1.266289e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 104440 members 
Entering Unmasked Estep 
Score: -12662893.000000 Penalty: 3763.221680
	Iteration 44Q: 3 clusters Score -1.266289e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 104488 members 
Entering Unmasked Estep 
Score: -12662922.000000 Penalty: 3763.221680
	Iteration 45Q: 3 clusters Score -1.266292e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 104524 members 
Entering Unmasked Estep 
Score: -12662935.000000 Penalty: 3763.221680
	Iteration 46Q: 3 clusters Score -1.266294e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 104553 members 
Entering Unmasked Estep 
Score: -12662948.000000 Penalty: 3763.221680
	Iteration 47Q: 3 clusters Score -1.266295e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 104601 members 
Entering Unmasked Estep 
Score: -12662945.000000 Penalty: 3763.221680
	Iteration 48Q: 3 clusters Score -1.266294e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 104619 members 
Entering Unmasked Estep 
Score: -12662952.000000 Penalty: 3763.221680
	Iteration 49Q: 3 clusters Score -1.266295e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 104633 members 
Entering Unmasked Estep 
Score: -12662951.000000 Penalty: 3763.221680
	Iteration 50Q: 3 clusters Score -1.266295e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 104654 members 
Entering Unmasked Estep 
Score: -12662941.000000 Penalty: 3763.221680
	Iteration 51Q: 3 clusters Score -1.266294e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 104674 members 
Entering Unmasked Estep 
Score: -12662945.000000 Penalty: 3763.221680
	Iteration 52Q: 3 clusters Score -1.266294e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 104681 members 
Entering Unmasked Estep 
Score: -12662964.000000 Penalty: 3763.221680
	Iteration 53Q: 3 clusters Score -1.266296e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 104705 members 
Entering Unmasked Estep 
Score: -12662963.000000 Penalty: 3763.221680
	Iteration 54Q: 3 clusters Score -1.266296e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 104721 members 
Entering Unmasked Estep 
Score: -12662950.000000 Penalty: 3763.221680
	Iteration 55Q: 3 clusters Score -1.266295e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 104731 members 
Entering Unmasked Estep 
Score: -12662940.000000 Penalty: 3763.221680
	Iteration 56Q: 3 clusters Score -1.266294e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 104735 members 
Entering Unmasked Estep 
Score: -12662958.000000 Penalty: 3763.221680
	Iteration 57Q: 3 clusters Score -1.266296e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 104745 members 
Entering Unmasked Estep 
Score: -12662962.000000 Penalty: 3763.221680
	Iteration 58Q: 3 clusters Score -1.266296e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 104751 members 
Entering Unmasked Estep 
Score: -12663004.000000 Penalty: 3763.221680
	Iteration 59Q: 3 clusters Score -1.2663e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 104766 members 
Entering Unmasked Estep 
Score: -12662995.000000 Penalty: 3763.221680
	Iteration 60F: 3 clusters Score -1.2663e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 104782 members 
Entering Unmasked Estep 
Score: -12662991.000000 Penalty: 3763.221680
	Iteration 61Q: 3 clusters Score -1.266299e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 104790 members 
Entering Unmasked Estep 
Score: -12662987.000000 Penalty: 3763.221680
	Iteration 62Q: 3 clusters Score -1.266299e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 104805 members 
Entering Unmasked Estep 
Score: -12662978.000000 Penalty: 3763.221680
	Iteration 63Q: 3 clusters Score -1.266298e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 104819 members 
Entering Unmasked Estep 
Score: -12662989.000000 Penalty: 3763.221680
	Iteration 64Q: 3 clusters Score -1.266299e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 104836 members 
Entering Unmasked Estep 
Score: -12662975.000000 Penalty: 3763.221680
	Iteration 65Q: 3 clusters Score -1.266298e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 104847 members 
Entering Unmasked Estep 
Score: -12662993.000000 Penalty: 3763.221680
	Iteration 66Q: 3 clusters Score -1.266299e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 104860 members 
Entering Unmasked Estep 
Score: -12663007.000000 Penalty: 3763.221680
	Iteration 67Q: 3 clusters Score -1.266301e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 104875 members 
Entering Unmasked Estep 
Score: -12663004.000000 Penalty: 3763.221680
	Iteration 68Q: 3 clusters Score -1.2663e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 104879 members 
Entering Unmasked Estep 
Score: -12662995.000000 Penalty: 3763.221680
	Iteration 69Q: 3 clusters Score -1.2663e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 104891 members 
Entering Unmasked Estep 
Score: -12662997.000000 Penalty: 3763.221680
	Iteration 70Q: 3 clusters Score -1.2663e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 104906 members 
Entering Unmasked Estep 
Score: -12662995.000000 Penalty: 3763.221680
	Iteration 71Q: 3 clusters Score -1.2663e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 104915 members 
Entering Unmasked Estep 
Score: -12662990.000000 Penalty: 3763.221680
	Iteration 72Q: 3 clusters Score -1.266299e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 104918 members 
Entering Unmasked Estep 
Score: -12662992.000000 Penalty: 3763.221680
	Iteration 73Q: 3 clusters Score -1.266299e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 104934 members 
Entering Unmasked Estep 
Score: -12662993.000000 Penalty: 3763.221680
	Iteration 74Q: 3 clusters Score -1.266299e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 104944 members 
Entering Unmasked Estep 
Score: -12663013.000000 Penalty: 3763.221680
	Iteration 75Q: 3 clusters Score -1.266301e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 104955 members 
Entering Unmasked Estep 
Score: -12663016.000000 Penalty: 3763.221680
	Iteration 76Q: 3 clusters Score -1.266302e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 104960 members 
Entering Unmasked Estep 
Score: -12663014.000000 Penalty: 3763.221680
	Iteration 77Q: 3 clusters Score -1.266301e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 104968 members 
Entering Unmasked Estep 
Score: -12663006.000000 Penalty: 3763.221680
	Iteration 78Q: 3 clusters Score -1.266301e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 104974 members 
Entering Unmasked Estep 
Score: -12663000.000000 Penalty: 3763.221680
	Iteration 79Q: 3 clusters Score -1.2663e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 104980 members 
Entering Unmasked Estep 
Score: -12662998.000000 Penalty: 3763.221680
	Iteration 80F: 3 clusters Score -1.2663e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 104982 members 
Entering Unmasked Estep 
Score: -12662995.000000 Penalty: 3763.221680
	Iteration 81Q: 3 clusters Score -1.2663e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 104990 members 
Entering Unmasked Estep 
Score: -12662996.000000 Penalty: 3763.221680
	Iteration 82Q: 3 clusters Score -1.2663e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 104997 members 
Entering Unmasked Estep 
Score: -12662988.000000 Penalty: 3763.221680
	Iteration 83Q: 3 clusters Score -1.266299e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 105004 members 
Entering Unmasked Estep 
Score: -12662986.000000 Penalty: 3763.221680
	Iteration 84Q: 3 clusters Score -1.266299e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 105002 members 
Entering Unmasked Estep 
Score: -12662992.000000 Penalty: 3763.221680
	Iteration 85Q: 3 clusters Score -1.266299e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 105001 members 
Entering Unmasked Estep 
Score: -12662983.000000 Penalty: 3763.221680
	Iteration 86Q: 3 clusters Score -1.266298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 105000 members 
Entering Unmasked Estep 
Score: -12662985.000000 Penalty: 3763.221680
	Iteration 87Q: 3 clusters Score -1.266298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 105002 members 
Entering Unmasked Estep 
Score: -12662990.000000 Penalty: 3763.221680
	Iteration 88Q: 3 clusters Score -1.266299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 105003 members 
Entering Unmasked Estep 
Score: -12662982.000000 Penalty: 3763.221680
	Iteration 89Q: 3 clusters Score -1.266298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 105005 members 
Entering Unmasked Estep 
Score: -12662980.000000 Penalty: 3763.221680
	Iteration 90Q: 3 clusters Score -1.266298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 105006 members 
Entering Unmasked Estep 
Score: -12662974.000000 Penalty: 3763.221680
	Iteration 91Q: 3 clusters Score -1.266297e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 105008 members 
Entering Unmasked Estep 
Score: -12662958.000000 Penalty: 3763.221680
	Iteration 92Q: 3 clusters Score -1.266296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 105014 members 
Entering Unmasked Estep 
Score: -12662958.000000 Penalty: 3763.221680
	Iteration 93Q: 3 clusters Score -1.266296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 105017 members 
Entering Unmasked Estep 
Score: -12662986.000000 Penalty: 3763.221680
	Iteration 94Q: 3 clusters Score -1.266299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 105019 members 
Entering Unmasked Estep 
Score: -12662988.000000 Penalty: 3763.221680
	Iteration 95Q: 3 clusters Score -1.266299e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 105020 members 
Entering Unmasked Estep 
Score: -12662988.000000 Penalty: 3763.221680
	Iteration 96Q: 3 clusters Score -1.266299e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 105024 members 
Entering Unmasked Estep 
Score: -12662980.000000 Penalty: 3763.221680
	Iteration 97Q: 3 clusters Score -1.266298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 105024 members 
Entering Unmasked Estep 
Score: -12662984.000000 Penalty: 3763.221680
	Iteration 98Q: 3 clusters Score -1.266298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 105027 members 
Entering Unmasked Estep 
Score: -12663013.000000 Penalty: 3763.221680
	Iteration 99Q: 3 clusters Score -1.266301e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 105037 members 
Entering Unmasked Estep 
Score: -12662989.000000 Penalty: 3763.221680
	Iteration 100F: 3 clusters Score -1.266299e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 105045 members 
Entering Unmasked Estep 
Score: -12663004.000000 Penalty: 3763.221680
	Iteration 101Q: 3 clusters Score -1.2663e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 105051 members 
Entering Unmasked Estep 
Score: -12663000.000000 Penalty: 3763.221680
	Iteration 102Q: 3 clusters Score -1.2663e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 105051 members 
Entering Unmasked Estep 
Score: -12662997.000000 Penalty: 3763.221680
	Iteration 103Q: 3 clusters Score -1.2663e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 105053 members 
Entering Unmasked Estep 
Score: -12662989.000000 Penalty: 3763.221680
	Iteration 104Q: 3 clusters Score -1.266299e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 105053 members 
Entering Unmasked Estep 
Score: -12662999.000000 Penalty: 3763.221680
	Iteration 105Q: 3 clusters Score -1.2663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 105054 members 
Entering Unmasked Estep 
Score: -12663002.000000 Penalty: 3763.221680
	Iteration 106Q: 3 clusters Score -1.2663e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 105054 members 
Entering Unmasked Estep 
Score: -12662997.000000 Penalty: 3763.221680
	Iteration 107Q: 3 clusters Score -1.2663e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 105054 members 
Entering Unmasked Estep 
Score: -12662997.000000 Penalty: 3763.221680
	Iteration 108F: 3 clusters Score -1.2663e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Entering Unmasked Estep 
Score: -10454.568359 Penalty: 857.693665
	Iteration 0F: 2 clusters Score -10454.57 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 97 members 
Entering Unmasked Estep 
Score: -9837.002930 Penalty: 1715.387329
	Iteration 0F: 3 clusters Score -9837.003 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9969.066406 Penalty: 1715.387329
	Iteration 1F: 3 clusters Score -9969.066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9999.164062 Penalty: 1715.387329
	Iteration 2F: 3 clusters Score -9999.164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10023.557617 Penalty: 1715.387329
	Iteration 3Q: 3 clusters Score -10023.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10053.284180 Penalty: 1715.387329
	Iteration 4Q: 3 clusters Score -10053.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10055.586914 Penalty: 1715.387329
	Iteration 5Q: 3 clusters Score -10055.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10055.586914 Penalty: 1715.387329
	Iteration 6F: 3 clusters Score -10055.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Entering Unmasked Estep 
Score: -38828.082031 Penalty: 987.989136
	Iteration 0F: 2 clusters Score -38828.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -37836.937500 Penalty: 1975.978271
	Iteration 0F: 3 clusters Score -37836.94 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -38042.769531 Penalty: 1975.978271
	Iteration 1F: 3 clusters Score -38042.77 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -38136.257812 Penalty: 1975.978271
	Iteration 2F: 3 clusters Score -38136.26 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -38167.472656 Penalty: 1975.978271
	Iteration 3Q: 3 clusters Score -38167.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -38198.132812 Penalty: 1975.978271
	Iteration 4Q: 3 clusters Score -38198.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -38209.773438 Penalty: 1975.978271
	Iteration 5Q: 3 clusters Score -38209.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -38213.140625 Penalty: 1975.978271
	Iteration 6Q: 3 clusters Score -38213.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -38215.066406 Penalty: 1975.978271
	Iteration 7Q: 3 clusters Score -38215.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -38215.769531 Penalty: 1975.978271
	Iteration 8Q: 3 clusters Score -38215.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -38218.191406 Penalty: 1975.978271
	Iteration 9Q: 3 clusters Score -38218.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -38227.449219 Penalty: 1975.978271
	Iteration 10Q: 3 clusters Score -38227.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -38240.191406 Penalty: 1975.978271
	Iteration 11Q: 3 clusters Score -38240.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -38240.843750 Penalty: 1975.978271
	Iteration 12Q: 3 clusters Score -38240.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -38240.843750 Penalty: 1975.978271
	Iteration 13F: 3 clusters Score -38240.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -19206.142578 Penalty: 905.475037
	Iteration 0F: 2 clusters Score -19206.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18417.943359 Penalty: 1810.950073
	Iteration 0F: 3 clusters Score -18417.94 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -18601.470703 Penalty: 1810.950073
	Iteration 1F: 3 clusters Score -18601.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -18664.746094 Penalty: 1810.950073
	Iteration 2F: 3 clusters Score -18664.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -18712.759766 Penalty: 1810.950073
	Iteration 3Q: 3 clusters Score -18712.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18722.560547 Penalty: 1810.950073
	Iteration 4Q: 3 clusters Score -18722.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18724.095703 Penalty: 1810.950073
	Iteration 5Q: 3 clusters Score -18724.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18724.095703 Penalty: 1810.950073
	Iteration 6F: 3 clusters Score -18724.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (75525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75525 members 
Entering Unmasked Estep 
Score: -8996906.000000 Penalty: 1825.235596
	Iteration 0F: 2 clusters Score -8996906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37683 members 
Mstep: Class 2 contains 37842 members 
Entering Unmasked Estep 
Score: -8946569.000000 Penalty: 3650.471191
	Iteration 0F: 3 clusters Score -8946569 nChanged 35918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37109 members 
Mstep: Class 2 contains 38416 members 
Entering Unmasked Estep 
Score: -8967050.000000 Penalty: 3650.471191
	Iteration 1F: 3 clusters Score -8967050 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36809 members 
Mstep: Class 2 contains 38716 members 
Entering Unmasked Estep 
Score: -8967503.000000 Penalty: 3650.471191
	Iteration 2Q: 3 clusters Score -8967503 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36287 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -8968145.000000 Penalty: 3650.471191
	Iteration 3Q: 3 clusters Score -8968145 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35560 members 
Mstep: Class 2 contains 39965 members 
Entering Unmasked Estep 
Score: -8968884.000000 Penalty: 3650.471191
	Iteration 4Q: 3 clusters Score -8968884 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34425 members 
Mstep: Class 2 contains 41100 members 
Entering Unmasked Estep 
Score: -8970138.000000 Penalty: 3650.471191
	Iteration 5Q: 3 clusters Score -8970138 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32584 members 
Mstep: Class 2 contains 42941 members 
Entering Unmasked Estep 
Score: -8971901.000000 Penalty: 3650.471191
	Iteration 6Q: 3 clusters Score -8971901 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 45614 members 
Entering Unmasked Estep 
Score: -8974728.000000 Penalty: 3650.471191
	Iteration 7F: 3 clusters Score -8974728 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 49083 members 
Entering Unmasked Estep 
Score: -8978562.000000 Penalty: 3650.471191
	Iteration 8F: 3 clusters Score -8978562 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 52723 members 
Entering Unmasked Estep 
Score: -8982766.000000 Penalty: 3650.471191
	Iteration 9F: 3 clusters Score -8982766 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 55853 members 
Entering Unmasked Estep 
Score: -8986442.000000 Penalty: 3650.471191
	Iteration 10F: 3 clusters Score -8986442 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 58139 members 
Entering Unmasked Estep 
Score: -8988874.000000 Penalty: 3650.471191
	Iteration 11Q: 3 clusters Score -8988874 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 59935 members 
Entering Unmasked Estep 
Score: -8990384.000000 Penalty: 3650.471191
	Iteration 12Q: 3 clusters Score -8990384 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 61514 members 
Entering Unmasked Estep 
Score: -8991483.000000 Penalty: 3650.471191
	Iteration 13Q: 3 clusters Score -8991483 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 62902 members 
Entering Unmasked Estep 
Score: -8992454.000000 Penalty: 3650.471191
	Iteration 14Q: 3 clusters Score -8992454 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 64150 members 
Entering Unmasked Estep 
Score: -8993298.000000 Penalty: 3650.471191
	Iteration 15Q: 3 clusters Score -8993298 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 65186 members 
Entering Unmasked Estep 
Score: -8993995.000000 Penalty: 3650.471191
	Iteration 16Q: 3 clusters Score -8993995 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 66072 members 
Entering Unmasked Estep 
Score: -8994501.000000 Penalty: 3650.471191
	Iteration 17Q: 3 clusters Score -8994501 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 66789 members 
Entering Unmasked Estep 
Score: -8994808.000000 Penalty: 3650.471191
	Iteration 18Q: 3 clusters Score -8994808 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 67389 members 
Entering Unmasked Estep 
Score: -8994999.000000 Penalty: 3650.471191
	Iteration 19Q: 3 clusters Score -8994999 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 67920 members 
Entering Unmasked Estep 
Score: -8995209.000000 Penalty: 3650.471191
	Iteration 20F: 3 clusters Score -8995209 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 68373 members 
Entering Unmasked Estep 
Score: -8995353.000000 Penalty: 3650.471191
	Iteration 21Q: 3 clusters Score -8995353 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 68782 members 
Entering Unmasked Estep 
Score: -8995439.000000 Penalty: 3650.471191
	Iteration 22Q: 3 clusters Score -8995439 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 69167 members 
Entering Unmasked Estep 
Score: -8995569.000000 Penalty: 3650.471191
	Iteration 23Q: 3 clusters Score -8995569 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 69509 members 
Entering Unmasked Estep 
Score: -8995636.000000 Penalty: 3650.471191
	Iteration 24Q: 3 clusters Score -8995636 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 69814 members 
Entering Unmasked Estep 
Score: -8995692.000000 Penalty: 3650.471191
	Iteration 25Q: 3 clusters Score -8995692 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 70094 members 
Entering Unmasked Estep 
Score: -8995778.000000 Penalty: 3650.471191
	Iteration 26Q: 3 clusters Score -8995778 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 70359 members 
Entering Unmasked Estep 
Score: -8995807.000000 Penalty: 3650.471191
	Iteration 27Q: 3 clusters Score -8995807 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 70591 members 
Entering Unmasked Estep 
Score: -8995810.000000 Penalty: 3650.471191
	Iteration 28Q: 3 clusters Score -8995810 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 70780 members 
Entering Unmasked Estep 
Score: -8995854.000000 Penalty: 3650.471191
	Iteration 29Q: 3 clusters Score -8995854 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 70954 members 
Entering Unmasked Estep 
Score: -8995879.000000 Penalty: 3650.471191
	Iteration 30Q: 3 clusters Score -8995879 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 71109 members 
Entering Unmasked Estep 
Score: -8995884.000000 Penalty: 3650.471191
	Iteration 31Q: 3 clusters Score -8995884 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 71249 members 
Entering Unmasked Estep 
Score: -8995911.000000 Penalty: 3650.471191
	Iteration 32Q: 3 clusters Score -8995911 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 71381 members 
Entering Unmasked Estep 
Score: -8995923.000000 Penalty: 3650.471191
	Iteration 33Q: 3 clusters Score -8995923 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 71494 members 
Entering Unmasked Estep 
Score: -8995946.000000 Penalty: 3650.471191
	Iteration 34Q: 3 clusters Score -8995946 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 71611 members 
Entering Unmasked Estep 
Score: -8995978.000000 Penalty: 3650.471191
	Iteration 35Q: 3 clusters Score -8995978 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 71715 members 
Entering Unmasked Estep 
Score: -8995983.000000 Penalty: 3650.471191
	Iteration 36Q: 3 clusters Score -8995983 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 71802 members 
Entering Unmasked Estep 
Score: -8995989.000000 Penalty: 3650.471191
	Iteration 37Q: 3 clusters Score -8995989 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 71895 members 
Entering Unmasked Estep 
Score: -8995994.000000 Penalty: 3650.471191
	Iteration 38Q: 3 clusters Score -8995994 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 71990 members 
Entering Unmasked Estep 
Score: -8996002.000000 Penalty: 3650.471191
	Iteration 39Q: 3 clusters Score -8996002 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 72085 members 
Entering Unmasked Estep 
Score: -8995991.000000 Penalty: 3650.471191
	Iteration 40F: 3 clusters Score -8995991 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 72164 members 
Entering Unmasked Estep 
Score: -8996015.000000 Penalty: 3650.471191
	Iteration 41Q: 3 clusters Score -8996015 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 72254 members 
Entering Unmasked Estep 
Score: -8996037.000000 Penalty: 3650.471191
	Iteration 42Q: 3 clusters Score -8996037 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 72325 members 
Entering Unmasked Estep 
Score: -8996050.000000 Penalty: 3650.471191
	Iteration 43Q: 3 clusters Score -8996050 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 72391 members 
Entering Unmasked Estep 
Score: -8996081.000000 Penalty: 3650.471191
	Iteration 44Q: 3 clusters Score -8996081 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 72452 members 
Entering Unmasked Estep 
Score: -8996091.000000 Penalty: 3650.471191
	Iteration 45Q: 3 clusters Score -8996091 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 72489 members 
Entering Unmasked Estep 
Score: -8996110.000000 Penalty: 3650.471191
	Iteration 46Q: 3 clusters Score -8996110 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 72512 members 
Entering Unmasked Estep 
Score: -8996115.000000 Penalty: 3650.471191
	Iteration 47Q: 3 clusters Score -8996115 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 72533 members 
Entering Unmasked Estep 
Score: -8996106.000000 Penalty: 3650.471191
	Iteration 48Q: 3 clusters Score -8996106 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 72555 members 
Entering Unmasked Estep 
Score: -8996101.000000 Penalty: 3650.471191
	Iteration 49Q: 3 clusters Score -8996101 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 72579 members 
Entering Unmasked Estep 
Score: -8996103.000000 Penalty: 3650.471191
	Iteration 50Q: 3 clusters Score -8996103 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 72603 members 
Entering Unmasked Estep 
Score: -8996112.000000 Penalty: 3650.471191
	Iteration 51Q: 3 clusters Score -8996112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 72624 members 
Entering Unmasked Estep 
Score: -8996116.000000 Penalty: 3650.471191
	Iteration 52Q: 3 clusters Score -8996116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 72639 members 
Entering Unmasked Estep 
Score: -8996106.000000 Penalty: 3650.471191
	Iteration 53Q: 3 clusters Score -8996106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 72654 members 
Entering Unmasked Estep 
Score: -8996116.000000 Penalty: 3650.471191
	Iteration 54Q: 3 clusters Score -8996116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 72667 members 
Entering Unmasked Estep 
Score: -8996113.000000 Penalty: 3650.471191
	Iteration 55Q: 3 clusters Score -8996113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 72679 members 
Entering Unmasked Estep 
Score: -8996121.000000 Penalty: 3650.471191
	Iteration 56Q: 3 clusters Score -8996121 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 72694 members 
Entering Unmasked Estep 
Score: -8996102.000000 Penalty: 3650.471191
	Iteration 57Q: 3 clusters Score -8996102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 72704 members 
Entering Unmasked Estep 
Score: -8996115.000000 Penalty: 3650.471191
	Iteration 58Q: 3 clusters Score -8996115 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 72720 members 
Entering Unmasked Estep 
Score: -8996115.000000 Penalty: 3650.471191
	Iteration 59Q: 3 clusters Score -8996115 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 72736 members 
Entering Unmasked Estep 
Score: -8996125.000000 Penalty: 3650.471191
	Iteration 60F: 3 clusters Score -8996125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 72742 members 
Entering Unmasked Estep 
Score: -8996133.000000 Penalty: 3650.471191
	Iteration 61Q: 3 clusters Score -8996133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 72750 members 
Entering Unmasked Estep 
Score: -8996119.000000 Penalty: 3650.471191
	Iteration 62Q: 3 clusters Score -8996119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 72758 members 
Entering Unmasked Estep 
Score: -8996123.000000 Penalty: 3650.471191
	Iteration 63Q: 3 clusters Score -8996123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 72761 members 
Entering Unmasked Estep 
Score: -8996130.000000 Penalty: 3650.471191
	Iteration 64Q: 3 clusters Score -8996130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 72764 members 
Entering Unmasked Estep 
Score: -8996129.000000 Penalty: 3650.471191
	Iteration 65Q: 3 clusters Score -8996129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 72769 members 
Entering Unmasked Estep 
Score: -8996127.000000 Penalty: 3650.471191
	Iteration 66Q: 3 clusters Score -8996127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 72776 members 
Entering Unmasked Estep 
Score: -8996118.000000 Penalty: 3650.471191
	Iteration 67Q: 3 clusters Score -8996118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 72780 members 
Entering Unmasked Estep 
Score: -8996110.000000 Penalty: 3650.471191
	Iteration 68Q: 3 clusters Score -8996110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 72784 members 
Entering Unmasked Estep 
Score: -8996107.000000 Penalty: 3650.471191
	Iteration 69Q: 3 clusters Score -8996107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 72788 members 
Entering Unmasked Estep 
Score: -8996108.000000 Penalty: 3650.471191
	Iteration 70Q: 3 clusters Score -8996108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 72793 members 
Entering Unmasked Estep 
Score: -8996110.000000 Penalty: 3650.471191
	Iteration 71Q: 3 clusters Score -8996110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 72797 members 
Entering Unmasked Estep 
Score: -8996106.000000 Penalty: 3650.471191
	Iteration 72Q: 3 clusters Score -8996106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 72797 members 
Entering Unmasked Estep 
Score: -8996106.000000 Penalty: 3650.471191
	Iteration 73F: 3 clusters Score -8996106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (76362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76362 members 
Entering Unmasked Estep 
Score: -8651273.000000 Penalty: 1827.026611
	Iteration 0F: 2 clusters Score -8651273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38153 members 
Mstep: Class 2 contains 38209 members 
Entering Unmasked Estep 
Score: -8600083.000000 Penalty: 3654.053223
	Iteration 0F: 3 clusters Score -8600083 nChanged 36325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38080 members 
Mstep: Class 2 contains 38282 members 
Entering Unmasked Estep 
Score: -8620636.000000 Penalty: 3654.053223
	Iteration 1F: 3 clusters Score -8620636 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38028 members 
Mstep: Class 2 contains 38334 members 
Entering Unmasked Estep 
Score: -8621304.000000 Penalty: 3654.053223
	Iteration 2Q: 3 clusters Score -8621304 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37889 members 
Mstep: Class 2 contains 38473 members 
Entering Unmasked Estep 
Score: -8622096.000000 Penalty: 3654.053223
	Iteration 3Q: 3 clusters Score -8622096 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37563 members 
Mstep: Class 2 contains 38799 members 
Entering Unmasked Estep 
Score: -8623181.000000 Penalty: 3654.053223
	Iteration 4Q: 3 clusters Score -8623181 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37010 members 
Mstep: Class 2 contains 39352 members 
Entering Unmasked Estep 
Score: -8624575.000000 Penalty: 3654.053223
	Iteration 5Q: 3 clusters Score -8624575 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36288 members 
Mstep: Class 2 contains 40074 members 
Entering Unmasked Estep 
Score: -8626586.000000 Penalty: 3654.053223
	Iteration 6F: 3 clusters Score -8626586 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 40813 members 
Entering Unmasked Estep 
Score: -8629488.000000 Penalty: 3654.053223
	Iteration 7F: 3 clusters Score -8629488 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 41450 members 
Entering Unmasked Estep 
Score: -8632908.000000 Penalty: 3654.053223
	Iteration 8F: 3 clusters Score -8632908 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34492 members 
Mstep: Class 2 contains 41870 members 
Entering Unmasked Estep 
Score: -8635791.000000 Penalty: 3654.053223
	Iteration 9F: 3 clusters Score -8635791 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 42204 members 
Entering Unmasked Estep 
Score: -8637170.000000 Penalty: 3654.053223
	Iteration 10Q: 3 clusters Score -8637170 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33886 members 
Mstep: Class 2 contains 42476 members 
Entering Unmasked Estep 
Score: -8637747.000000 Penalty: 3654.053223
	Iteration 11Q: 3 clusters Score -8637747 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33588 members 
Mstep: Class 2 contains 42774 members 
Entering Unmasked Estep 
Score: -8637943.000000 Penalty: 3654.053223
	Iteration 12Q: 3 clusters Score -8637943 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 43080 members 
Entering Unmasked Estep 
Score: -8638000.000000 Penalty: 3654.053223
	Iteration 13Q: 3 clusters Score -8638000 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 43367 members 
Entering Unmasked Estep 
Score: -8638109.000000 Penalty: 3654.053223
	Iteration 14Q: 3 clusters Score -8638109 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32719 members 
Mstep: Class 2 contains 43643 members 
Entering Unmasked Estep 
Score: -8638186.000000 Penalty: 3654.053223
	Iteration 15Q: 3 clusters Score -8638186 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32408 members 
Mstep: Class 2 contains 43954 members 
Entering Unmasked Estep 
Score: -8638219.000000 Penalty: 3654.053223
	Iteration 16Q: 3 clusters Score -8638219 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32086 members 
Mstep: Class 2 contains 44276 members 
Entering Unmasked Estep 
Score: -8638319.000000 Penalty: 3654.053223
	Iteration 17Q: 3 clusters Score -8638319 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 44581 members 
Entering Unmasked Estep 
Score: -8638390.000000 Penalty: 3654.053223
	Iteration 18Q: 3 clusters Score -8638390 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31492 members 
Mstep: Class 2 contains 44870 members 
Entering Unmasked Estep 
Score: -8638498.000000 Penalty: 3654.053223
	Iteration 19Q: 3 clusters Score -8638498 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31185 members 
Mstep: Class 2 contains 45177 members 
Entering Unmasked Estep 
Score: -8638544.000000 Penalty: 3654.053223
	Iteration 20F: 3 clusters Score -8638544 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 45496 members 
Entering Unmasked Estep 
Score: -8638600.000000 Penalty: 3654.053223
	Iteration 21Q: 3 clusters Score -8638600 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30496 members 
Mstep: Class 2 contains 45866 members 
Entering Unmasked Estep 
Score: -8638648.000000 Penalty: 3654.053223
	Iteration 22Q: 3 clusters Score -8638648 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 46250 members 
Entering Unmasked Estep 
Score: -8638703.000000 Penalty: 3654.053223
	Iteration 23Q: 3 clusters Score -8638703 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29694 members 
Mstep: Class 2 contains 46668 members 
Entering Unmasked Estep 
Score: -8638799.000000 Penalty: 3654.053223
	Iteration 24Q: 3 clusters Score -8638799 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29227 members 
Mstep: Class 2 contains 47135 members 
Entering Unmasked Estep 
Score: -8638926.000000 Penalty: 3654.053223
	Iteration 25Q: 3 clusters Score -8638926 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 47649 members 
Entering Unmasked Estep 
Score: -8638995.000000 Penalty: 3654.053223
	Iteration 26Q: 3 clusters Score -8638995 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 48197 members 
Entering Unmasked Estep 
Score: -8639082.000000 Penalty: 3654.053223
	Iteration 27Q: 3 clusters Score -8639082 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 48787 members 
Entering Unmasked Estep 
Score: -8639203.000000 Penalty: 3654.053223
	Iteration 28Q: 3 clusters Score -8639203 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 49387 members 
Entering Unmasked Estep 
Score: -8639326.000000 Penalty: 3654.053223
	Iteration 29Q: 3 clusters Score -8639326 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 49968 members 
Entering Unmasked Estep 
Score: -8639418.000000 Penalty: 3654.053223
	Iteration 30Q: 3 clusters Score -8639418 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 50558 members 
Entering Unmasked Estep 
Score: -8639566.000000 Penalty: 3654.053223
	Iteration 31Q: 3 clusters Score -8639566 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 51216 members 
Entering Unmasked Estep 
Score: -8639704.000000 Penalty: 3654.053223
	Iteration 32Q: 3 clusters Score -8639704 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 51882 members 
Entering Unmasked Estep 
Score: -8639842.000000 Penalty: 3654.053223
	Iteration 33Q: 3 clusters Score -8639842 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 52584 members 
Entering Unmasked Estep 
Score: -8639938.000000 Penalty: 3654.053223
	Iteration 34Q: 3 clusters Score -8639938 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 53278 members 
Entering Unmasked Estep 
Score: -8640062.000000 Penalty: 3654.053223
	Iteration 35Q: 3 clusters Score -8640062 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 54033 members 
Entering Unmasked Estep 
Score: -8640223.000000 Penalty: 3654.053223
	Iteration 36Q: 3 clusters Score -8640223 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 54846 members 
Entering Unmasked Estep 
Score: -8640395.000000 Penalty: 3654.053223
	Iteration 37Q: 3 clusters Score -8640395 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 55749 members 
Entering Unmasked Estep 
Score: -8640554.000000 Penalty: 3654.053223
	Iteration 38Q: 3 clusters Score -8640554 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 56702 members 
Entering Unmasked Estep 
Score: -8640788.000000 Penalty: 3654.053223
	Iteration 39Q: 3 clusters Score -8640788 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 57718 members 
Entering Unmasked Estep 
Score: -8641055.000000 Penalty: 3654.053223
	Iteration 40F: 3 clusters Score -8641055 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 58748 members 
Entering Unmasked Estep 
Score: -8641329.000000 Penalty: 3654.053223
	Iteration 41Q: 3 clusters Score -8641329 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 59854 members 
Entering Unmasked Estep 
Score: -8641696.000000 Penalty: 3654.053223
	Iteration 42Q: 3 clusters Score -8641696 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 61042 members 
Entering Unmasked Estep 
Score: -8642030.000000 Penalty: 3654.053223
	Iteration 43Q: 3 clusters Score -8642030 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 62233 members 
Entering Unmasked Estep 
Score: -8642413.000000 Penalty: 3654.053223
	Iteration 44Q: 3 clusters Score -8642413 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 63440 members 
Entering Unmasked Estep 
Score: -8642860.000000 Penalty: 3654.053223
	Iteration 45Q: 3 clusters Score -8642860 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 64639 members 
Entering Unmasked Estep 
Score: -8643363.000000 Penalty: 3654.053223
	Iteration 46Q: 3 clusters Score -8643363 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 65914 members 
Entering Unmasked Estep 
Score: -8643880.000000 Penalty: 3654.053223
	Iteration 47Q: 3 clusters Score -8643880 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 67195 members 
Entering Unmasked Estep 
Score: -8644444.000000 Penalty: 3654.053223
	Iteration 48Q: 3 clusters Score -8644444 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 68457 members 
Entering Unmasked Estep 
Score: -8645166.000000 Penalty: 3654.053223
	Iteration 49Q: 3 clusters Score -8645166 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 69652 members 
Entering Unmasked Estep 
Score: -8645799.000000 Penalty: 3654.053223
	Iteration 50Q: 3 clusters Score -8645799 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 70756 members 
Entering Unmasked Estep 
Score: -8646368.000000 Penalty: 3654.053223
	Iteration 51Q: 3 clusters Score -8646368 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 71754 members 
Entering Unmasked Estep 
Score: -8646959.000000 Penalty: 3654.053223
	Iteration 52Q: 3 clusters Score -8646959 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 72614 members 
Entering Unmasked Estep 
Score: -8647459.000000 Penalty: 3654.053223
	Iteration 53Q: 3 clusters Score -8647459 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 73381 members 
Entering Unmasked Estep 
Score: -8647935.000000 Penalty: 3654.053223
	Iteration 54Q: 3 clusters Score -8647935 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 74021 members 
Entering Unmasked Estep 
Score: -8648304.000000 Penalty: 3654.053223
	Iteration 55Q: 3 clusters Score -8648304 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 74539 members 
Entering Unmasked Estep 
Score: -8648616.000000 Penalty: 3654.053223
	Iteration 56Q: 3 clusters Score -8648616 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 74936 members 
Entering Unmasked Estep 
Score: -8648856.000000 Penalty: 3654.053223
	Iteration 57Q: 3 clusters Score -8648856 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 75248 members 
Entering Unmasked Estep 
Score: -8649039.000000 Penalty: 3654.053223
	Iteration 58Q: 3 clusters Score -8649039 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 75518 members 
Entering Unmasked Estep 
Score: -8649234.000000 Penalty: 3654.053223
	Iteration 59Q: 3 clusters Score -8649234 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 75713 members 
Entering Unmasked Estep 
Score: -8649376.000000 Penalty: 3654.053223
	Iteration 60F: 3 clusters Score -8649376 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 75831 members 
Entering Unmasked Estep 
Score: -8649485.000000 Penalty: 3654.053223
	Iteration 61Q: 3 clusters Score -8649485 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 75907 members 
Entering Unmasked Estep 
Score: -8649547.000000 Penalty: 3654.053223
	Iteration 62Q: 3 clusters Score -8649547 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 75956 members 
Entering Unmasked Estep 
Score: -8649592.000000 Penalty: 3654.053223
	Iteration 63Q: 3 clusters Score -8649592 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 75991 members 
Entering Unmasked Estep 
Score: -8649633.000000 Penalty: 3654.053223
	Iteration 64Q: 3 clusters Score -8649633 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 76015 members 
Entering Unmasked Estep 
Score: -8649644.000000 Penalty: 3654.053223
	Iteration 65Q: 3 clusters Score -8649644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 76030 members 
Entering Unmasked Estep 
Score: -8649658.000000 Penalty: 3654.053223
	Iteration 66Q: 3 clusters Score -8649658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 76037 members 
Entering Unmasked Estep 
Score: -8649672.000000 Penalty: 3654.053223
	Iteration 67Q: 3 clusters Score -8649672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 76045 members 
Entering Unmasked Estep 
Score: -8649687.000000 Penalty: 3654.053223
	Iteration 68Q: 3 clusters Score -8649687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 76046 members 
Entering Unmasked Estep 
Score: -8649692.000000 Penalty: 3654.053223
	Iteration 69Q: 3 clusters Score -8649692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 76047 members 
Entering Unmasked Estep 
Score: -8649691.000000 Penalty: 3654.053223
	Iteration 70Q: 3 clusters Score -8649691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 76050 members 
Entering Unmasked Estep 
Score: -8649687.000000 Penalty: 3654.053223
	Iteration 71Q: 3 clusters Score -8649687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 76051 members 
Entering Unmasked Estep 
Score: -8649688.000000 Penalty: 3654.053223
	Iteration 72Q: 3 clusters Score -8649688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 76053 members 
Entering Unmasked Estep 
Score: -8649687.000000 Penalty: 3654.053223
	Iteration 73Q: 3 clusters Score -8649687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 76054 members 
Entering Unmasked Estep 
Score: -8649695.000000 Penalty: 3654.053223
	Iteration 74Q: 3 clusters Score -8649695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 76055 members 
Entering Unmasked Estep 
Score: -8649694.000000 Penalty: 3654.053223
	Iteration 75Q: 3 clusters Score -8649694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 76056 members 
Entering Unmasked Estep 
Score: -8649702.000000 Penalty: 3654.053223
	Iteration 76Q: 3 clusters Score -8649702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 76058 members 
Entering Unmasked Estep 
Score: -8649702.000000 Penalty: 3654.053223
	Iteration 77Q: 3 clusters Score -8649702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 76059 members 
Entering Unmasked Estep 
Score: -8649703.000000 Penalty: 3654.053223
	Iteration 78Q: 3 clusters Score -8649703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 76061 members 
Entering Unmasked Estep 
Score: -8649712.000000 Penalty: 3654.053223
	Iteration 79Q: 3 clusters Score -8649712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 76065 members 
Entering Unmasked Estep 
Score: -8649712.000000 Penalty: 3654.053223
	Iteration 80F: 3 clusters Score -8649712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 76067 members 
Entering Unmasked Estep 
Score: -8649705.000000 Penalty: 3654.053223
	Iteration 81Q: 3 clusters Score -8649705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 76069 members 
Entering Unmasked Estep 
Score: -8649712.000000 Penalty: 3654.053223
	Iteration 82Q: 3 clusters Score -8649712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 76070 members 
Entering Unmasked Estep 
Score: -8649721.000000 Penalty: 3654.053223
	Iteration 83Q: 3 clusters Score -8649721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 76070 members 
Entering Unmasked Estep 
Score: -8649721.000000 Penalty: 3654.053223
	Iteration 84F: 3 clusters Score -8649721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Entering Unmasked Estep 
Score: -497799.062500 Penalty: 1357.060059
	Iteration 0F: 2 clusters Score -497799.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -494323.281250 Penalty: 2714.120117
	Iteration 0F: 3 clusters Score -494323.3 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -495246.281250 Penalty: 2714.120117
	Iteration 1F: 3 clusters Score -495246.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -495465.781250 Penalty: 2714.120117
	Iteration 2F: 3 clusters Score -495465.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -495625.906250 Penalty: 2714.120117
	Iteration 3F: 3 clusters Score -495625.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -495759.656250 Penalty: 2714.120117
	Iteration 4Q: 3 clusters Score -495759.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -495872.937500 Penalty: 2714.120117
	Iteration 5Q: 3 clusters Score -495872.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -495968.093750 Penalty: 2714.120117
	Iteration 6Q: 3 clusters Score -495968.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -496041.437500 Penalty: 2714.120117
	Iteration 7Q: 3 clusters Score -496041.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -496114.093750 Penalty: 2714.120117
	Iteration 8Q: 3 clusters Score -496114.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -496200.218750 Penalty: 2714.120117
	Iteration 9Q: 3 clusters Score -496200.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -496304.656250 Penalty: 2714.120117
	Iteration 10Q: 3 clusters Score -496304.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -496396.156250 Penalty: 2714.120117
	Iteration 11Q: 3 clusters Score -496396.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -496484.000000 Penalty: 2714.120117
	Iteration 12Q: 3 clusters Score -496484 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -496561.593750 Penalty: 2714.120117
	Iteration 13Q: 3 clusters Score -496561.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -496637.437500 Penalty: 2714.120117
	Iteration 14Q: 3 clusters Score -496637.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -496707.656250 Penalty: 2714.120117
	Iteration 15Q: 3 clusters Score -496707.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -496765.531250 Penalty: 2714.120117
	Iteration 16Q: 3 clusters Score -496765.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -496814.750000 Penalty: 2714.120117
	Iteration 17Q: 3 clusters Score -496814.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -496854.906250 Penalty: 2714.120117
	Iteration 18Q: 3 clusters Score -496854.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -496885.593750 Penalty: 2714.120117
	Iteration 19Q: 3 clusters Score -496885.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -496922.531250 Penalty: 2714.120117
	Iteration 20F: 3 clusters Score -496922.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -496955.218750 Penalty: 2714.120117
	Iteration 21Q: 3 clusters Score -496955.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -496970.625000 Penalty: 2714.120117
	Iteration 22Q: 3 clusters Score -496970.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -496979.156250 Penalty: 2714.120117
	Iteration 23Q: 3 clusters Score -496979.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -496982.875000 Penalty: 2714.120117
	Iteration 24Q: 3 clusters Score -496982.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -496984.156250 Penalty: 2714.120117
	Iteration 25Q: 3 clusters Score -496984.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -496985.125000 Penalty: 2714.120117
	Iteration 26Q: 3 clusters Score -496985.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -496988.281250 Penalty: 2714.120117
	Iteration 27Q: 3 clusters Score -496988.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -496987.750000 Penalty: 2714.120117
	Iteration 28Q: 3 clusters Score -496987.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -496987.750000 Penalty: 2714.120117
	Iteration 29F: 3 clusters Score -496987.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (8542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Entering Unmasked Estep 
Score: -1034472.500000 Penalty: 1471.072021
	Iteration 0F: 2 clusters Score -1034472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1028183.312500 Penalty: 2942.144043
	Iteration 0F: 3 clusters Score -1028183 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1030139.750000 Penalty: 2942.144043
	Iteration 1F: 3 clusters Score -1030140 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1030433.625000 Penalty: 2942.144043
	Iteration 2F: 3 clusters Score -1030434 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1030630.750000 Penalty: 2942.144043
	Iteration 3F: 3 clusters Score -1030631 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1030805.375000 Penalty: 2942.144043
	Iteration 4F: 3 clusters Score -1030805 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1031059.125000 Penalty: 2942.144043
	Iteration 5F: 3 clusters Score -1031059 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1031376.125000 Penalty: 2942.144043
	Iteration 6F: 3 clusters Score -1031376 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1031711.500000 Penalty: 2942.144043
	Iteration 7F: 3 clusters Score -1031712 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1032288.000000 Penalty: 2942.144043
	Iteration 8Q: 3 clusters Score -1032288 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1032694.187500 Penalty: 2942.144043
	Iteration 9Q: 3 clusters Score -1032694 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1032937.312500 Penalty: 2942.144043
	Iteration 10Q: 3 clusters Score -1032937 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1033075.437500 Penalty: 2942.144043
	Iteration 11Q: 3 clusters Score -1033075 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1033111.062500 Penalty: 2942.144043
	Iteration 12Q: 3 clusters Score -1033111 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1033163.750000 Penalty: 2942.144043
	Iteration 13Q: 3 clusters Score -1033164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1033201.562500 Penalty: 2942.144043
	Iteration 14Q: 3 clusters Score -1033202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -1033180.750000 Penalty: 2942.144043
	Iteration 15Q: 3 clusters Score -1033181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -1033222.750000 Penalty: 2942.144043
	Iteration 16Q: 3 clusters Score -1033223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -1033222.750000 Penalty: 2942.144043
	Iteration 17F: 3 clusters Score -1033223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Entering Unmasked Estep 
Score: -28222.298828 Penalty: 963.558228
	Iteration 0F: 2 clusters Score -28222.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -27302.187500 Penalty: 1927.116455
	Iteration 0F: 3 clusters Score -27302.19 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -27530.947266 Penalty: 1927.116455
	Iteration 1F: 3 clusters Score -27530.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -27622.314453 Penalty: 1927.116455
	Iteration 2F: 3 clusters Score -27622.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -27700.576172 Penalty: 1927.116455
	Iteration 3F: 3 clusters Score -27700.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -27740.779297 Penalty: 1927.116455
	Iteration 4Q: 3 clusters Score -27740.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -27813.472656 Penalty: 1927.116455
	Iteration 5Q: 3 clusters Score -27813.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -27871.927734 Penalty: 1927.116455
	Iteration 6Q: 3 clusters Score -27871.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -27907.640625 Penalty: 1927.116455
	Iteration 7Q: 3 clusters Score -27907.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -27910.052734 Penalty: 1927.116455
	Iteration 8Q: 3 clusters Score -27910.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -27912.871094 Penalty: 1927.116455
	Iteration 9Q: 3 clusters Score -27912.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -27913.748047 Penalty: 1927.116455
	Iteration 10Q: 3 clusters Score -27913.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -27916.841797 Penalty: 1927.116455
	Iteration 11Q: 3 clusters Score -27916.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -27916.841797 Penalty: 1927.116455
	Iteration 12F: 3 clusters Score -27916.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Entering Unmasked Estep 
Score: -411445.531250 Penalty: 1339.960327
	Iteration 0F: 2 clusters Score -411445.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -408218.187500 Penalty: 2679.920654
	Iteration 0F: 3 clusters Score -408218.2 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -409102.250000 Penalty: 2679.920654
	Iteration 1F: 3 clusters Score -409102.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -409288.750000 Penalty: 2679.920654
	Iteration 2F: 3 clusters Score -409288.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -409420.218750 Penalty: 2679.920654
	Iteration 3F: 3 clusters Score -409420.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -409549.625000 Penalty: 2679.920654
	Iteration 4Q: 3 clusters Score -409549.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -409653.937500 Penalty: 2679.920654
	Iteration 5Q: 3 clusters Score -409653.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -409736.500000 Penalty: 2679.920654
	Iteration 6Q: 3 clusters Score -409736.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -409811.562500 Penalty: 2679.920654
	Iteration 7Q: 3 clusters Score -409811.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -409883.218750 Penalty: 2679.920654
	Iteration 8Q: 3 clusters Score -409883.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -409964.343750 Penalty: 2679.920654
	Iteration 9Q: 3 clusters Score -409964.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -410040.625000 Penalty: 2679.920654
	Iteration 10Q: 3 clusters Score -410040.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -410102.656250 Penalty: 2679.920654
	Iteration 11Q: 3 clusters Score -410102.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -410155.000000 Penalty: 2679.920654
	Iteration 12Q: 3 clusters Score -410155 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -410203.156250 Penalty: 2679.920654
	Iteration 13Q: 3 clusters Score -410203.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -410234.250000 Penalty: 2679.920654
	Iteration 14Q: 3 clusters Score -410234.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -410265.343750 Penalty: 2679.920654
	Iteration 15Q: 3 clusters Score -410265.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -410296.000000 Penalty: 2679.920654
	Iteration 16Q: 3 clusters Score -410296 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -410329.812500 Penalty: 2679.920654
	Iteration 17Q: 3 clusters Score -410329.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -410339.906250 Penalty: 2679.920654
	Iteration 18Q: 3 clusters Score -410339.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -410349.781250 Penalty: 2679.920654
	Iteration 19Q: 3 clusters Score -410349.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -410357.187500 Penalty: 2679.920654
	Iteration 20F: 3 clusters Score -410357.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -410360.781250 Penalty: 2679.920654
	Iteration 21Q: 3 clusters Score -410360.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -410367.218750 Penalty: 2679.920654
	Iteration 22Q: 3 clusters Score -410367.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -410374.812500 Penalty: 2679.920654
	Iteration 23Q: 3 clusters Score -410374.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -410382.343750 Penalty: 2679.920654
	Iteration 24Q: 3 clusters Score -410382.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -410390.906250 Penalty: 2679.920654
	Iteration 25Q: 3 clusters Score -410390.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -410396.125000 Penalty: 2679.920654
	Iteration 26Q: 3 clusters Score -410396.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -410400.843750 Penalty: 2679.920654
	Iteration 27Q: 3 clusters Score -410400.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -410404.718750 Penalty: 2679.920654
	Iteration 28Q: 3 clusters Score -410404.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -410408.562500 Penalty: 2679.920654
	Iteration 29Q: 3 clusters Score -410408.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -410415.343750 Penalty: 2679.920654
	Iteration 30Q: 3 clusters Score -410415.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -410420.218750 Penalty: 2679.920654
	Iteration 31Q: 3 clusters Score -410420.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -410423.656250 Penalty: 2679.920654
	Iteration 32Q: 3 clusters Score -410423.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -410426.156250 Penalty: 2679.920654
	Iteration 33Q: 3 clusters Score -410426.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -410429.781250 Penalty: 2679.920654
	Iteration 34Q: 3 clusters Score -410429.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -410430.437500 Penalty: 2679.920654
	Iteration 35Q: 3 clusters Score -410430.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -410433.062500 Penalty: 2679.920654
	Iteration 36Q: 3 clusters Score -410433.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -410435.812500 Penalty: 2679.920654
	Iteration 37Q: 3 clusters Score -410435.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -410437.093750 Penalty: 2679.920654
	Iteration 38Q: 3 clusters Score -410437.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -410437.812500 Penalty: 2679.920654
	Iteration 39Q: 3 clusters Score -410437.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -410439.312500 Penalty: 2679.920654
	Iteration 40F: 3 clusters Score -410439.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Entering Unmasked Estep 
Score: -112158.507812 Penalty: 1146.488281
	Iteration 0F: 2 clusters Score -112158.5 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 554 members 
Entering Unmasked Estep 
Score: -110609.289062 Penalty: 2292.976562
	Iteration 0F: 3 clusters Score -110609.3 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -110916.140625 Penalty: 2292.976562
	Iteration 1F: 3 clusters Score -110916.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -111023.492188 Penalty: 2292.976562
	Iteration 2F: 3 clusters Score -111023.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -111098.429688 Penalty: 2292.976562
	Iteration 3Q: 3 clusters Score -111098.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -111145.851562 Penalty: 2292.976562
	Iteration 4Q: 3 clusters Score -111145.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -111191.539062 Penalty: 2292.976562
	Iteration 5Q: 3 clusters Score -111191.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -111230.781250 Penalty: 2292.976562
	Iteration 6Q: 3 clusters Score -111230.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -111256.687500 Penalty: 2292.976562
	Iteration 7Q: 3 clusters Score -111256.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -111283.359375 Penalty: 2292.976562
	Iteration 8Q: 3 clusters Score -111283.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -111301.500000 Penalty: 2292.976562
	Iteration 9Q: 3 clusters Score -111301.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -111320.109375 Penalty: 2292.976562
	Iteration 10Q: 3 clusters Score -111320.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -111329.843750 Penalty: 2292.976562
	Iteration 11Q: 3 clusters Score -111329.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -111339.000000 Penalty: 2292.976562
	Iteration 12Q: 3 clusters Score -111339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -111347.593750 Penalty: 2292.976562
	Iteration 13Q: 3 clusters Score -111347.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -111354.335938 Penalty: 2292.976562
	Iteration 14Q: 3 clusters Score -111354.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -111356.031250 Penalty: 2292.976562
	Iteration 15Q: 3 clusters Score -111356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -111356.992188 Penalty: 2292.976562
	Iteration 16Q: 3 clusters Score -111357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -111356.992188 Penalty: 2292.976562
	Iteration 17F: 3 clusters Score -111357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (27498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Entering Unmasked Estep 
Score: -3192903.750000 Penalty: 1661.053589
	Iteration 0F: 2 clusters Score -3192904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -3174231.750000 Penalty: 3322.107178
	Iteration 0F: 3 clusters Score -3174232 nChanged 12612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -3181315.500000 Penalty: 3322.107178
	Iteration 1F: 3 clusters Score -3181316 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -3181678.000000 Penalty: 3322.107178
	Iteration 2Q: 3 clusters Score -3181678 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -3182123.750000 Penalty: 3322.107178
	Iteration 3Q: 3 clusters Score -3182124 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -3182761.250000 Penalty: 3322.107178
	Iteration 4Q: 3 clusters Score -3182761 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -3183645.750000 Penalty: 3322.107178
	Iteration 5Q: 3 clusters Score -3183646 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -3184838.000000 Penalty: 3322.107178
	Iteration 6F: 3 clusters Score -3184838 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -3186141.000000 Penalty: 3322.107178
	Iteration 7F: 3 clusters Score -3186141 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -3187335.500000 Penalty: 3322.107178
	Iteration 8F: 3 clusters Score -3187336 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -3188331.750000 Penalty: 3322.107178
	Iteration 9Q: 3 clusters Score -3188332 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -3189063.500000 Penalty: 3322.107178
	Iteration 10Q: 3 clusters Score -3189064 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -3189617.750000 Penalty: 3322.107178
	Iteration 11Q: 3 clusters Score -3189618 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -3190025.500000 Penalty: 3322.107178
	Iteration 12Q: 3 clusters Score -3190026 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -3190330.000000 Penalty: 3322.107178
	Iteration 13Q: 3 clusters Score -3190330 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -3190528.500000 Penalty: 3322.107178
	Iteration 14Q: 3 clusters Score -3190528 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -3190724.500000 Penalty: 3322.107178
	Iteration 15Q: 3 clusters Score -3190724 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -3190885.000000 Penalty: 3322.107178
	Iteration 16Q: 3 clusters Score -3190885 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -3191003.000000 Penalty: 3322.107178
	Iteration 17Q: 3 clusters Score -3191003 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3191130.750000 Penalty: 3322.107178
	Iteration 18Q: 3 clusters Score -3191131 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26015 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3191209.000000 Penalty: 3322.107178
	Iteration 19Q: 3 clusters Score -3191209 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3191275.750000 Penalty: 3322.107178
	Iteration 20F: 3 clusters Score -3191276 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3191324.750000 Penalty: 3322.107178
	Iteration 21Q: 3 clusters Score -3191325 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3191357.250000 Penalty: 3322.107178
	Iteration 22Q: 3 clusters Score -3191357 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3191398.750000 Penalty: 3322.107178
	Iteration 23Q: 3 clusters Score -3191399 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3191416.250000 Penalty: 3322.107178
	Iteration 24Q: 3 clusters Score -3191416 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3191436.500000 Penalty: 3322.107178
	Iteration 25Q: 3 clusters Score -3191436 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3191446.500000 Penalty: 3322.107178
	Iteration 26Q: 3 clusters Score -3191446 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3191458.250000 Penalty: 3322.107178
	Iteration 27Q: 3 clusters Score -3191458 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3191462.750000 Penalty: 3322.107178
	Iteration 28Q: 3 clusters Score -3191463 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -3191470.000000 Penalty: 3322.107178
	Iteration 29Q: 3 clusters Score -3191470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -3191475.250000 Penalty: 3322.107178
	Iteration 30Q: 3 clusters Score -3191475 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -3191487.500000 Penalty: 3322.107178
	Iteration 31Q: 3 clusters Score -3191488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -3191492.750000 Penalty: 3322.107178
	Iteration 32Q: 3 clusters Score -3191493 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3191498.500000 Penalty: 3322.107178
	Iteration 33Q: 3 clusters Score -3191498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26598 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3191506.000000 Penalty: 3322.107178
	Iteration 34Q: 3 clusters Score -3191506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3191516.500000 Penalty: 3322.107178
	Iteration 35Q: 3 clusters Score -3191516 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3191522.000000 Penalty: 3322.107178
	Iteration 36Q: 3 clusters Score -3191522 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3191523.250000 Penalty: 3322.107178
	Iteration 37Q: 3 clusters Score -3191523 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3191529.750000 Penalty: 3322.107178
	Iteration 38Q: 3 clusters Score -3191530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3191538.500000 Penalty: 3322.107178
	Iteration 39Q: 3 clusters Score -3191538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3191544.500000 Penalty: 3322.107178
	Iteration 40F: 3 clusters Score -3191544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3191548.250000 Penalty: 3322.107178
	Iteration 41Q: 3 clusters Score -3191548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3191547.250000 Penalty: 3322.107178
	Iteration 42Q: 3 clusters Score -3191547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3191554.750000 Penalty: 3322.107178
	Iteration 43Q: 3 clusters Score -3191555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3191557.250000 Penalty: 3322.107178
	Iteration 44Q: 3 clusters Score -3191557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3191558.750000 Penalty: 3322.107178
	Iteration 45Q: 3 clusters Score -3191559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3191559.500000 Penalty: 3322.107178
	Iteration 46Q: 3 clusters Score -3191560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3191560.500000 Penalty: 3322.107178
	Iteration 47Q: 3 clusters Score -3191560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3191560.750000 Penalty: 3322.107178
	Iteration 48Q: 3 clusters Score -3191561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3191559.750000 Penalty: 3322.107178
	Iteration 49Q: 3 clusters Score -3191560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3191561.750000 Penalty: 3322.107178
	Iteration 50Q: 3 clusters Score -3191562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3191561.750000 Penalty: 3322.107178
	Iteration 51F: 3 clusters Score -3191562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (67118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67118 members 
Entering Unmasked Estep 
Score: -7997869.000000 Penalty: 1806.058716
	Iteration 0F: 2 clusters Score -7997869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33454 members 
Mstep: Class 2 contains 33664 members 
Entering Unmasked Estep 
Score: -7953219.000000 Penalty: 3612.117432
	Iteration 0F: 3 clusters Score -7953219 nChanged 31753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 34953 members 
Entering Unmasked Estep 
Score: -7971335.500000 Penalty: 3612.117432
	Iteration 1F: 3 clusters Score -7971336 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -7971867.000000 Penalty: 3612.117432
	Iteration 2Q: 3 clusters Score -7971867 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 36817 members 
Entering Unmasked Estep 
Score: -7972561.000000 Penalty: 3612.117432
	Iteration 3Q: 3 clusters Score -7972561 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 38456 members 
Entering Unmasked Estep 
Score: -7973586.000000 Penalty: 3612.117432
	Iteration 4Q: 3 clusters Score -7973586 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 40682 members 
Entering Unmasked Estep 
Score: -7975141.500000 Penalty: 3612.117432
	Iteration 5Q: 3 clusters Score -7975142 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 43623 members 
Entering Unmasked Estep 
Score: -7977519.000000 Penalty: 3612.117432
	Iteration 6F: 3 clusters Score -7977519 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 46910 members 
Entering Unmasked Estep 
Score: -7980574.000000 Penalty: 3612.117432
	Iteration 7F: 3 clusters Score -7980574 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 50231 members 
Entering Unmasked Estep 
Score: -7983699.500000 Penalty: 3612.117432
	Iteration 8F: 3 clusters Score -7983700 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 52819 members 
Entering Unmasked Estep 
Score: -7986153.500000 Penalty: 3612.117432
	Iteration 9Q: 3 clusters Score -7986154 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 54745 members 
Entering Unmasked Estep 
Score: -7988167.500000 Penalty: 3612.117432
	Iteration 10Q: 3 clusters Score -7988168 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 56128 members 
Entering Unmasked Estep 
Score: -7989809.000000 Penalty: 3612.117432
	Iteration 11Q: 3 clusters Score -7989809 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 57257 members 
Entering Unmasked Estep 
Score: -7991031.500000 Penalty: 3612.117432
	Iteration 12Q: 3 clusters Score -7991032 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 58064 members 
Entering Unmasked Estep 
Score: -7991955.500000 Penalty: 3612.117432
	Iteration 13Q: 3 clusters Score -7991956 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 58722 members 
Entering Unmasked Estep 
Score: -7992643.000000 Penalty: 3612.117432
	Iteration 14Q: 3 clusters Score -7992643 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 59340 members 
Entering Unmasked Estep 
Score: -7993203.000000 Penalty: 3612.117432
	Iteration 15Q: 3 clusters Score -7993203 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 59947 members 
Entering Unmasked Estep 
Score: -7993673.500000 Penalty: 3612.117432
	Iteration 16Q: 3 clusters Score -7993674 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 60690 members 
Entering Unmasked Estep 
Score: -7994150.500000 Penalty: 3612.117432
	Iteration 17Q: 3 clusters Score -7994150 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 61317 members 
Entering Unmasked Estep 
Score: -7994534.000000 Penalty: 3612.117432
	Iteration 18Q: 3 clusters Score -7994534 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 61917 members 
Entering Unmasked Estep 
Score: -7994853.000000 Penalty: 3612.117432
	Iteration 19Q: 3 clusters Score -7994853 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 62365 members 
Entering Unmasked Estep 
Score: -7995042.500000 Penalty: 3612.117432
	Iteration 20F: 3 clusters Score -7995042 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 62788 members 
Entering Unmasked Estep 
Score: -7995200.500000 Penalty: 3612.117432
	Iteration 21Q: 3 clusters Score -7995200 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 63108 members 
Entering Unmasked Estep 
Score: -7995322.500000 Penalty: 3612.117432
	Iteration 22Q: 3 clusters Score -7995322 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 63336 members 
Entering Unmasked Estep 
Score: -7995398.000000 Penalty: 3612.117432
	Iteration 23Q: 3 clusters Score -7995398 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 63470 members 
Entering Unmasked Estep 
Score: -7995436.000000 Penalty: 3612.117432
	Iteration 24Q: 3 clusters Score -7995436 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 63575 members 
Entering Unmasked Estep 
Score: -7995495.500000 Penalty: 3612.117432
	Iteration 25Q: 3 clusters Score -7995496 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 63732 members 
Entering Unmasked Estep 
Score: -7995571.000000 Penalty: 3612.117432
	Iteration 26Q: 3 clusters Score -7995571 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 63869 members 
Entering Unmasked Estep 
Score: -7995620.500000 Penalty: 3612.117432
	Iteration 27Q: 3 clusters Score -7995620 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 63999 members 
Entering Unmasked Estep 
Score: -7995652.000000 Penalty: 3612.117432
	Iteration 28Q: 3 clusters Score -7995652 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 64096 members 
Entering Unmasked Estep 
Score: -7995686.500000 Penalty: 3612.117432
	Iteration 29Q: 3 clusters Score -7995686 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 64201 members 
Entering Unmasked Estep 
Score: -7995748.000000 Penalty: 3612.117432
	Iteration 30Q: 3 clusters Score -7995748 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 64295 members 
Entering Unmasked Estep 
Score: -7995743.500000 Penalty: 3612.117432
	Iteration 31Q: 3 clusters Score -7995744 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 64369 members 
Entering Unmasked Estep 
Score: -7995760.500000 Penalty: 3612.117432
	Iteration 32Q: 3 clusters Score -7995760 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 64442 members 
Entering Unmasked Estep 
Score: -7995791.000000 Penalty: 3612.117432
	Iteration 33Q: 3 clusters Score -7995791 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 64502 members 
Entering Unmasked Estep 
Score: -7995803.000000 Penalty: 3612.117432
	Iteration 34Q: 3 clusters Score -7995803 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 64557 members 
Entering Unmasked Estep 
Score: -7995806.000000 Penalty: 3612.117432
	Iteration 35Q: 3 clusters Score -7995806 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 64619 members 
Entering Unmasked Estep 
Score: -7995813.500000 Penalty: 3612.117432
	Iteration 36Q: 3 clusters Score -7995814 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 64672 members 
Entering Unmasked Estep 
Score: -7995806.000000 Penalty: 3612.117432
	Iteration 37Q: 3 clusters Score -7995806 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 64717 members 
Entering Unmasked Estep 
Score: -7995831.000000 Penalty: 3612.117432
	Iteration 38Q: 3 clusters Score -7995831 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 64754 members 
Entering Unmasked Estep 
Score: -7995843.000000 Penalty: 3612.117432
	Iteration 39Q: 3 clusters Score -7995843 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 64793 members 
Entering Unmasked Estep 
Score: -7995855.500000 Penalty: 3612.117432
	Iteration 40F: 3 clusters Score -7995856 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 64835 members 
Entering Unmasked Estep 
Score: -7995868.500000 Penalty: 3612.117432
	Iteration 41Q: 3 clusters Score -7995868 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 64882 members 
Entering Unmasked Estep 
Score: -7995875.000000 Penalty: 3612.117432
	Iteration 42Q: 3 clusters Score -7995875 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 64913 members 
Entering Unmasked Estep 
Score: -7995893.500000 Penalty: 3612.117432
	Iteration 43Q: 3 clusters Score -7995894 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 64951 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7995911 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 64993 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7995909 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 65024 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7995903 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 65051 members 
Entering Unmasked Estep 
Score: -7995914.000000 Penalty: 3612.117432
	Iteration 47Q: 3 clusters Score -7995914 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 65067 members 
Entering Unmasked Estep 
Score: -7995918.000000 Penalty: 3612.117432
	Iteration 48Q: 3 clusters Score -7995918 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 65090 members 
Entering Unmasked Estep 
Score: -7995920.000000 Penalty: 3612.117432
	Iteration 49Q: 3 clusters Score -7995920 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 65111 members 
Entering Unmasked Estep 
Score: -7995922.000000 Penalty: 3612.117432
	Iteration 50Q: 3 clusters Score -7995922 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 65132 members 
Entering Unmasked Estep 
Score: -7995917.000000 Penalty: 3612.117432
	Iteration 51Q: 3 clusters Score -7995917 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 65147 members 
Entering Unmasked Estep 
Score: -7995936.500000 Penalty: 3612.117432
	Iteration 52Q: 3 clusters Score -7995936 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 65172 members 
Entering Unmasked Estep 
Score: -7995951.500000 Penalty: 3612.117432
	Iteration 53Q: 3 clusters Score -7995952 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 65198 members 
Entering Unmasked Estep 
Score: -7995944.500000 Penalty: 3612.117432
	Iteration 54Q: 3 clusters Score -7995944 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 65219 members 
Entering Unmasked Estep 
Score: -7995951.500000 Penalty: 3612.117432
	Iteration 55Q: 3 clusters Score -7995952 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 65235 members 
Entering Unmasked Estep 
Score: -7995949.500000 Penalty: 3612.117432
	Iteration 56Q: 3 clusters Score -7995950 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 65255 members 
Entering Unmasked Estep 
Score: -7995970.500000 Penalty: 3612.117432
	Iteration 57Q: 3 clusters Score -7995970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 65277 members 
Entering Unmasked Estep 
Score: -7995987.000000 Penalty: 3612.117432
	Iteration 58Q: 3 clusters Score -7995987 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 65300 members 
Entering Unmasked Estep 
Score: -7995966.000000 Penalty: 3612.117432
	Iteration 59Q: 3 clusters Score -7995966 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 65322 members 
Entering Unmasked Estep 
Score: -7995977.500000 Penalty: 3612.117432
	Iteration 60F: 3 clusters Score -7995978 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 65343 members 
Entering Unmasked Estep 
Score: -7996012.000000 Penalty: 3612.117432
	Iteration 61Q: 3 clusters Score -7996012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 65365 members 
Entering Unmasked Estep 
Score: -7996028.500000 Penalty: 3612.117432
	Iteration 62Q: 3 clusters Score -7996028 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 65389 members 
Entering Unmasked Estep 
Score: -7996028.000000 Penalty: 3612.117432
	Iteration 63Q: 3 clusters Score -7996028 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 65409 members 
Entering Unmasked Estep 
Score: -7996028.500000 Penalty: 3612.117432
	Iteration 64Q: 3 clusters Score -7996028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 65424 members 
Entering Unmasked Estep 
Score: -7996034.000000 Penalty: 3612.117432
	Iteration 65Q: 3 clusters Score -7996034 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 65452 members 
Entering Unmasked Estep 
Score: -7996053.000000 Penalty: 3612.117432
	Iteration 66Q: 3 clusters Score -7996053 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 65469 members 
Entering Unmasked Estep 
Score: -7996061.000000 Penalty: 3612.117432
	Iteration 67Q: 3 clusters Score -7996061 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 65492 members 
Entering Unmasked Estep 
Score: -7996076.500000 Penalty: 3612.117432
	Iteration 68Q: 3 clusters Score -7996076 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 65516 members 
Entering Unmasked Estep 
Score: -7996085.500000 Penalty: 3612.117432
	Iteration 69Q: 3 clusters Score -7996086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 65529 members 
Entering Unmasked Estep 
Score: -7996093.000000 Penalty: 3612.117432
	Iteration 70Q: 3 clusters Score -7996093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 65540 members 
Entering Unmasked Estep 
Score: -7996095.000000 Penalty: 3612.117432
	Iteration 71Q: 3 clusters Score -7996095 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 65553 members 
Entering Unmasked Estep 
Score: -7996097.000000 Penalty: 3612.117432
	Iteration 72Q: 3 clusters Score -7996097 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 65564 members 
Entering Unmasked Estep 
Score: -7996112.000000 Penalty: 3612.117432
	Iteration 73Q: 3 clusters Score -7996112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 65579 members 
Entering Unmasked Estep 
Score: -7996122.000000 Penalty: 3612.117432
	Iteration 74Q: 3 clusters Score -7996122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 65589 members 
Entering Unmasked Estep 
Score: -7996105.000000 Penalty: 3612.117432
	Iteration 75Q: 3 clusters Score -7996105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 65600 members 
Entering Unmasked Estep 
Score: -7996119.500000 Penalty: 3612.117432
	Iteration 76Q: 3 clusters Score -7996120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 65609 members 
Entering Unmasked Estep 
Score: -7996122.000000 Penalty: 3612.117432
	Iteration 77Q: 3 clusters Score -7996122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 65621 members 
Entering Unmasked Estep 
Score: -7996120.500000 Penalty: 3612.117432
	Iteration 78Q: 3 clusters Score -7996120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 65632 members 
Entering Unmasked Estep 
Score: -7996116.000000 Penalty: 3612.117432
	Iteration 79Q: 3 clusters Score -7996116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 65640 members 
Entering Unmasked Estep 
Score: -7996117.500000 Penalty: 3612.117432
	Iteration 80F: 3 clusters Score -7996118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 65645 members 
Entering Unmasked Estep 
Score: -7996125.000000 Penalty: 3612.117432
	Iteration 81Q: 3 clusters Score -7996125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 65653 members 
Entering Unmasked Estep 
Score: -7996125.000000 Penalty: 3612.117432
	Iteration 82Q: 3 clusters Score -7996125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 65663 members 
Entering Unmasked Estep 
Score: -7996126.000000 Penalty: 3612.117432
	Iteration 83Q: 3 clusters Score -7996126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 65673 members 
Entering Unmasked Estep 
Score: -7996130.000000 Penalty: 3612.117432
	Iteration 84Q: 3 clusters Score -7996130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 65680 members 
Entering Unmasked Estep 
Score: -7996136.000000 Penalty: 3612.117432
	Iteration 85Q: 3 clusters Score -7996136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 65691 members 
Entering Unmasked Estep 
Score: -7996133.500000 Penalty: 3612.117432
	Iteration 86Q: 3 clusters Score -7996134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 65702 members 
Entering Unmasked Estep 
Score: -7996147.500000 Penalty: 3612.117432
	Iteration 87Q: 3 clusters Score -7996148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 65715 members 
Entering Unmasked Estep 
Score: -7996158.000000 Penalty: 3612.117432
	Iteration 88Q: 3 clusters Score -7996158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 65733 members 
Entering Unmasked Estep 
Score: -7996158.500000 Penalty: 3612.117432
	Iteration 89Q: 3 clusters Score -7996158 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 65755 members 
Entering Unmasked Estep 
Score: -7996167.000000 Penalty: 3612.117432
	Iteration 90Q: 3 clusters Score -7996167 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 65771 members 
Entering Unmasked Estep 
Score: -7996159.500000 Penalty: 3612.117432
	Iteration 91Q: 3 clusters Score -7996160 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 65795 members 
Entering Unmasked Estep 
Score: -7996190.500000 Penalty: 3612.117432
	Iteration 92Q: 3 clusters Score -7996190 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 65815 members 
Entering Unmasked Estep 
Score: -7996197.500000 Penalty: 3612.117432
	Iteration 93Q: 3 clusters Score -7996198 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 65834 members 
Entering Unmasked Estep 
Score: -7996212.000000 Penalty: 3612.117432
	Iteration 94Q: 3 clusters Score -7996212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 65852 members 
Entering Unmasked Estep 
Score: -7996220.000000 Penalty: 3612.117432
	Iteration 95Q: 3 clusters Score -7996220 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 65880 members 
Entering Unmasked Estep 
Score: -7996231.000000 Penalty: 3612.117432
	Iteration 96Q: 3 clusters Score -7996231 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 65903 members 
Entering Unmasked Estep 
Score: -7996232.500000 Penalty: 3612.117432
	Iteration 97Q: 3 clusters Score -7996232 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 65929 members 
Entering Unmasked Estep 
Score: -7996249.500000 Penalty: 3612.117432
	Iteration 98Q: 3 clusters Score -7996250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 65946 members 
Entering Unmasked Estep 
Score: -7996254.000000 Penalty: 3612.117432
	Iteration 99Q: 3 clusters Score -7996254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 65961 members 
Entering Unmasked Estep 
Score: -7996259.500000 Penalty: 3612.117432
	Iteration 100F: 3 clusters Score -7996260 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 65977 members 
Entering Unmasked Estep 
Score: -7996264.000000 Penalty: 3612.117432
	Iteration 101Q: 3 clusters Score -7996264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 65990 members 
Entering Unmasked Estep 
Score: -7996270.500000 Penalty: 3612.117432
	Iteration 102Q: 3 clusters Score -7996270 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 66012 members 
Entering Unmasked Estep 
Score: -7996278.500000 Penalty: 3612.117432
	Iteration 103Q: 3 clusters Score -7996278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 66024 members 
Entering Unmasked Estep 
Score: -7996293.500000 Penalty: 3612.117432
	Iteration 104Q: 3 clusters Score -7996294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 66039 members 
Entering Unmasked Estep 
Score: -7996298.500000 Penalty: 3612.117432
	Iteration 105Q: 3 clusters Score -7996298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 66052 members 
Entering Unmasked Estep 
Score: -7996283.000000 Penalty: 3612.117432
	Iteration 106Q: 3 clusters Score -7996283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 66062 members 
Entering Unmasked Estep 
Score: -7996295.000000 Penalty: 3612.117432
	Iteration 107Q: 3 clusters Score -7996295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 66072 members 
Entering Unmasked Estep 
Score: -7996295.500000 Penalty: 3612.117432
	Iteration 108Q: 3 clusters Score -7996296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 66080 members 
Entering Unmasked Estep 
Score: -7996302.000000 Penalty: 3612.117432
	Iteration 109Q: 3 clusters Score -7996302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 66092 members 
Entering Unmasked Estep 
Score: -7996299.500000 Penalty: 3612.117432
	Iteration 110Q: 3 clusters Score -7996300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 66101 members 
Entering Unmasked Estep 
Score: -7996304.500000 Penalty: 3612.117432
	Iteration 111Q: 3 clusters Score -7996304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 66106 members 
Entering Unmasked Estep 
Score: -7996311.000000 Penalty: 3612.117432
	Iteration 112Q: 3 clusters Score -7996311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 66108 members 
Entering Unmasked Estep 
Score: -7996322.000000 Penalty: 3612.117432
	Iteration 113Q: 3 clusters Score -7996322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 66114 members 
Entering Unmasked Estep 
Score: -7996325.000000 Penalty: 3612.117432
	Iteration 114Q: 3 clusters Score -7996325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 66121 members 
Entering Unmasked Estep 
Score: -7996322.500000 Penalty: 3612.117432
	Iteration 115Q: 3 clusters Score -7996322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 66129 members 
Entering Unmasked Estep 
Score: -7996322.000000 Penalty: 3612.117432
	Iteration 116Q: 3 clusters Score -7996322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 66133 members 
Entering Unmasked Estep 
Score: -7996322.500000 Penalty: 3612.117432
	Iteration 117Q: 3 clusters Score -7996322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 66140 members 
Entering Unmasked Estep 
Score: -7996319.000000 Penalty: 3612.117432
	Iteration 118Q: 3 clusters Score -7996319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 66145 members 
Entering Unmasked Estep 
Score: -7996325.500000 Penalty: 3612.117432
	Iteration 119Q: 3 clusters Score -7996326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 66147 members 
Entering Unmasked Estep 
Score: -7996329.000000 Penalty: 3612.117432
	Iteration 120F: 3 clusters Score -7996329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 66151 members 
Entering Unmasked Estep 
Score: -7996325.500000 Penalty: 3612.117432
	Iteration 121Q: 3 clusters Score -7996326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 66156 members 
Entering Unmasked Estep 
Score: -7996337.500000 Penalty: 3612.117432
	Iteration 122Q: 3 clusters Score -7996338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 66161 members 
Entering Unmasked Estep 
Score: -7996331.500000 Penalty: 3612.117432
	Iteration 123Q: 3 clusters Score -7996332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 66162 members 
Entering Unmasked Estep 
Score: -7996333.000000 Penalty: 3612.117432
	Iteration 124Q: 3 clusters Score -7996333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 66163 members 
Entering Unmasked Estep 
Score: -7996337.000000 Penalty: 3612.117432
	Iteration 125Q: 3 clusters Score -7996337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 66165 members 
Entering Unmasked Estep 
Score: -7996335.500000 Penalty: 3612.117432
	Iteration 126Q: 3 clusters Score -7996336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 66165 members 
Entering Unmasked Estep 
Score: -7996335.500000 Penalty: 3612.117432
	Iteration 127F: 3 clusters Score -7996336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -31368.451172 Penalty: 985.365051
	Iteration 0F: 2 clusters Score -31368.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -30430.306641 Penalty: 1970.730103
	Iteration 0F: 3 clusters Score -30430.31 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -30748.906250 Penalty: 1970.730103
	Iteration 1F: 3 clusters Score -30748.91 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -30902.466797 Penalty: 1970.730103
	Iteration 2F: 3 clusters Score -30902.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -30994.710938 Penalty: 1970.730103
	Iteration 3F: 3 clusters Score -30994.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -31045.765625 Penalty: 1970.730103
	Iteration 4Q: 3 clusters Score -31045.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -31069.771484 Penalty: 1970.730103
	Iteration 5Q: 3 clusters Score -31069.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -31084.123047 Penalty: 1970.730103
	Iteration 6Q: 3 clusters Score -31084.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -31094.117188 Penalty: 1970.730103
	Iteration 7Q: 3 clusters Score -31094.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -31117.945312 Penalty: 1970.730103
	Iteration 8Q: 3 clusters Score -31117.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -31154.328125 Penalty: 1970.730103
	Iteration 9Q: 3 clusters Score -31154.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -31169.166016 Penalty: 1970.730103
	Iteration 10Q: 3 clusters Score -31169.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -31179.072266 Penalty: 1970.730103
	Iteration 11Q: 3 clusters Score -31179.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -31190.138672 Penalty: 1970.730103
	Iteration 12Q: 3 clusters Score -31190.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -31194.462891 Penalty: 1970.730103
	Iteration 13Q: 3 clusters Score -31194.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -31200.355469 Penalty: 1970.730103
	Iteration 14Q: 3 clusters Score -31200.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -31200.355469 Penalty: 1970.730103
	Iteration 15F: 3 clusters Score -31200.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Entering Unmasked Estep 
Score: -79215.125000 Penalty: 1074.674927
	Iteration 0F: 2 clusters Score -79215.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -77947.718750 Penalty: 2149.349854
	Iteration 0F: 3 clusters Score -77947.72 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -78118.539062 Penalty: 2149.349854
	Iteration 1F: 3 clusters Score -78118.54 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -78163.960938 Penalty: 2149.349854
	Iteration 2F: 3 clusters Score -78163.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -78186.109375 Penalty: 2149.349854
	Iteration 3Q: 3 clusters Score -78186.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -78204.789062 Penalty: 2149.349854
	Iteration 4Q: 3 clusters Score -78204.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -78215.289062 Penalty: 2149.349854
	Iteration 5Q: 3 clusters Score -78215.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -78226.093750 Penalty: 2149.349854
	Iteration 6Q: 3 clusters Score -78226.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -78241.476562 Penalty: 2149.349854
	Iteration 7Q: 3 clusters Score -78241.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -78258.109375 Penalty: 2149.349854
	Iteration 8Q: 3 clusters Score -78258.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -78262.656250 Penalty: 2149.349854
	Iteration 9Q: 3 clusters Score -78262.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -78268.234375 Penalty: 2149.349854
	Iteration 10Q: 3 clusters Score -78268.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -78274.218750 Penalty: 2149.349854
	Iteration 11Q: 3 clusters Score -78274.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -78274.218750 Penalty: 2149.349854
	Iteration 12F: 3 clusters Score -78274.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (57745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57745 members 
Entering Unmasked Estep 
Score: -6875339.500000 Penalty: 1781.616211
	Iteration 0F: 2 clusters Score -6875340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -6836531.500000 Penalty: 3563.232422
	Iteration 0F: 3 clusters Score -6836532 nChanged 27201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
Score: -6852096.000000 Penalty: 3563.232422
	Iteration 1F: 3 clusters Score -6852096 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -6852575.500000 Penalty: 3563.232422
	Iteration 2Q: 3 clusters Score -6852576 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32782 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -6853190.000000 Penalty: 3563.232422
	Iteration 3Q: 3 clusters Score -6853190 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35040 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -6854161.500000 Penalty: 3563.232422
	Iteration 4Q: 3 clusters Score -6854162 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -6856117.000000 Penalty: 3563.232422
	Iteration 5F: 3 clusters Score -6856117 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42909 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -6859653.000000 Penalty: 3563.232422
	Iteration 6F: 3 clusters Score -6859653 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48096 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -6864347.000000 Penalty: 3563.232422
	Iteration 7F: 3 clusters Score -6864347 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52631 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -6868935.000000 Penalty: 3563.232422
	Iteration 8F: 3 clusters Score -6868935 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55575 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -6871839.500000 Penalty: 3563.232422
	Iteration 9F: 3 clusters Score -6871840 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56853 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -6873045.000000 Penalty: 3563.232422
	Iteration 10Q: 3 clusters Score -6873045 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57327 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -6873465.000000 Penalty: 3563.232422
	Iteration 11Q: 3 clusters Score -6873465 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57488 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -6873622.500000 Penalty: 3563.232422
	Iteration 12Q: 3 clusters Score -6873622 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57553 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -6873686.000000 Penalty: 3563.232422
	Iteration 13Q: 3 clusters Score -6873686 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57575 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -6873719.500000 Penalty: 3563.232422
	Iteration 14Q: 3 clusters Score -6873720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57589 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -6873744.500000 Penalty: 3563.232422
	Iteration 15Q: 3 clusters Score -6873744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57591 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -6873760.000000 Penalty: 3563.232422
	Iteration 16Q: 3 clusters Score -6873760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57594 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -6873762.000000 Penalty: 3563.232422
	Iteration 17Q: 3 clusters Score -6873762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57594 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -6873767.500000 Penalty: 3563.232422
	Iteration 18Q: 3 clusters Score -6873768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57595 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -6873767.000000 Penalty: 3563.232422
	Iteration 19Q: 3 clusters Score -6873767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57596 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -6873772.500000 Penalty: 3563.232422
	Iteration 20F: 3 clusters Score -6873772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57596 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -6873774.500000 Penalty: 3563.232422
	Iteration 21Q: 3 clusters Score -6873774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57598 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -6873782.000000 Penalty: 3563.232422
	Iteration 22Q: 3 clusters Score -6873782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57601 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -6873783.500000 Penalty: 3563.232422
	Iteration 23Q: 3 clusters Score -6873784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57602 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -6873797.000000 Penalty: 3563.232422
	Iteration 24Q: 3 clusters Score -6873797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57601 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -6873790.000000 Penalty: 3563.232422
	Iteration 25Q: 3 clusters Score -6873790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57602 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -6873804.000000 Penalty: 3563.232422
	Iteration 26Q: 3 clusters Score -6873804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57602 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -6873798.000000 Penalty: 3563.232422
	Iteration 27Q: 3 clusters Score -6873798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57603 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -6873795.500000 Penalty: 3563.232422
	Iteration 28Q: 3 clusters Score -6873796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57603 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -6873795.500000 Penalty: 3563.232422
	Iteration 29F: 3 clusters Score -6873796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (27344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Entering Unmasked Estep 
Score: -3001882.500000 Penalty: 1660.140991
	Iteration 0F: 2 clusters Score -3001882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -2983504.250000 Penalty: 3320.281982
	Iteration 0F: 3 clusters Score -2983504 nChanged 12392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -2990461.500000 Penalty: 3320.281982
	Iteration 1F: 3 clusters Score -2990462 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -2990925.000000 Penalty: 3320.281982
	Iteration 2Q: 3 clusters Score -2990925 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -2991363.000000 Penalty: 3320.281982
	Iteration 3Q: 3 clusters Score -2991363 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -2991858.750000 Penalty: 3320.281982
	Iteration 4Q: 3 clusters Score -2991859 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -2992435.000000 Penalty: 3320.281982
	Iteration 5Q: 3 clusters Score -2992435 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -2993118.500000 Penalty: 3320.281982
	Iteration 6F: 3 clusters Score -2993118 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -2993899.250000 Penalty: 3320.281982
	Iteration 7F: 3 clusters Score -2993899 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -2994627.750000 Penalty: 3320.281982
	Iteration 8F: 3 clusters Score -2994628 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -2995309.000000 Penalty: 3320.281982
	Iteration 9Q: 3 clusters Score -2995309 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -2995866.750000 Penalty: 3320.281982
	Iteration 10Q: 3 clusters Score -2995867 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -2996309.750000 Penalty: 3320.281982
	Iteration 11Q: 3 clusters Score -2996310 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -2996689.250000 Penalty: 3320.281982
	Iteration 12Q: 3 clusters Score -2996689 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -2997034.750000 Penalty: 3320.281982
	Iteration 13Q: 3 clusters Score -2997035 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -2997370.750000 Penalty: 3320.281982
	Iteration 14Q: 3 clusters Score -2997371 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -2997633.750000 Penalty: 3320.281982
	Iteration 15Q: 3 clusters Score -2997634 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -2997908.250000 Penalty: 3320.281982
	Iteration 16Q: 3 clusters Score -2997908 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -2998138.500000 Penalty: 3320.281982
	Iteration 17Q: 3 clusters Score -2998138 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -2998364.500000 Penalty: 3320.281982
	Iteration 18Q: 3 clusters Score -2998364 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -2998602.250000 Penalty: 3320.281982
	Iteration 19Q: 3 clusters Score -2998602 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -2998842.250000 Penalty: 3320.281982
	Iteration 20F: 3 clusters Score -2998842 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -2999029.500000 Penalty: 3320.281982
	Iteration 21Q: 3 clusters Score -2999030 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -2999210.500000 Penalty: 3320.281982
	Iteration 22Q: 3 clusters Score -2999210 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -2999373.250000 Penalty: 3320.281982
	Iteration 23Q: 3 clusters Score -2999373 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -2999510.750000 Penalty: 3320.281982
	Iteration 24Q: 3 clusters Score -2999511 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -2999673.000000 Penalty: 3320.281982
	Iteration 25Q: 3 clusters Score -2999673 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -2999785.750000 Penalty: 3320.281982
	Iteration 26Q: 3 clusters Score -2999786 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -2999902.500000 Penalty: 3320.281982
	Iteration 27Q: 3 clusters Score -2999902 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -2999994.500000 Penalty: 3320.281982
	Iteration 28Q: 3 clusters Score -2999994 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -3000080.250000 Penalty: 3320.281982
	Iteration 29Q: 3 clusters Score -3000080 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -3000136.250000 Penalty: 3320.281982
	Iteration 30Q: 3 clusters Score -3000136 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -3000191.250000 Penalty: 3320.281982
	Iteration 31Q: 3 clusters Score -3000191 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 26079 members 
Entering Unmasked Estep 
Score: -3000252.000000 Penalty: 3320.281982
	Iteration 32Q: 3 clusters Score -3000252 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -3000296.750000 Penalty: 3320.281982
	Iteration 33Q: 3 clusters Score -3000297 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -3000329.500000 Penalty: 3320.281982
	Iteration 34Q: 3 clusters Score -3000330 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -3000349.250000 Penalty: 3320.281982
	Iteration 35Q: 3 clusters Score -3000349 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -3000366.000000 Penalty: 3320.281982
	Iteration 36Q: 3 clusters Score -3000366 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -3000379.250000 Penalty: 3320.281982
	Iteration 37Q: 3 clusters Score -3000379 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -3000394.250000 Penalty: 3320.281982
	Iteration 38Q: 3 clusters Score -3000394 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -3000409.250000 Penalty: 3320.281982
	Iteration 39Q: 3 clusters Score -3000409 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -3000421.250000 Penalty: 3320.281982
	Iteration 40F: 3 clusters Score -3000421 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -3000430.750000 Penalty: 3320.281982
	Iteration 41Q: 3 clusters Score -3000431 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -3000433.500000 Penalty: 3320.281982
	Iteration 42Q: 3 clusters Score -3000434 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -3000444.000000 Penalty: 3320.281982
	Iteration 43Q: 3 clusters Score -3000444 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -3000457.500000 Penalty: 3320.281982
	Iteration 44Q: 3 clusters Score -3000458 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -3000463.500000 Penalty: 3320.281982
	Iteration 45Q: 3 clusters Score -3000464 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -3000475.750000 Penalty: 3320.281982
	Iteration 46Q: 3 clusters Score -3000476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -3000479.000000 Penalty: 3320.281982
	Iteration 47Q: 3 clusters Score -3000479 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -3000486.250000 Penalty: 3320.281982
	Iteration 48Q: 3 clusters Score -3000486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 26621 members 
Entering Unmasked Estep 
Score: -3000492.250000 Penalty: 3320.281982
	Iteration 49Q: 3 clusters Score -3000492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -3000495.500000 Penalty: 3320.281982
	Iteration 50Q: 3 clusters Score -3000496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -3000501.750000 Penalty: 3320.281982
	Iteration 51Q: 3 clusters Score -3000502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -3000503.750000 Penalty: 3320.281982
	Iteration 52Q: 3 clusters Score -3000504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 26647 members 
Entering Unmasked Estep 
Score: -3000507.750000 Penalty: 3320.281982
	Iteration 53Q: 3 clusters Score -3000508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 26649 members 
Entering Unmasked Estep 
Score: -3000506.250000 Penalty: 3320.281982
	Iteration 54Q: 3 clusters Score -3000506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
Score: -3000508.750000 Penalty: 3320.281982
	Iteration 55Q: 3 clusters Score -3000509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -3000508.250000 Penalty: 3320.281982
	Iteration 56Q: 3 clusters Score -3000508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -3000509.250000 Penalty: 3320.281982
	Iteration 57Q: 3 clusters Score -3000509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -3000510.500000 Penalty: 3320.281982
	Iteration 58Q: 3 clusters Score -3000510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 26657 members 
Entering Unmasked Estep 
Score: -3000511.250000 Penalty: 3320.281982
	Iteration 59Q: 3 clusters Score -3000511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -3000510.250000 Penalty: 3320.281982
	Iteration 60F: 3 clusters Score -3000510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -3000510.000000 Penalty: 3320.281982
	Iteration 61Q: 3 clusters Score -3000510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -3000511.250000 Penalty: 3320.281982
	Iteration 62Q: 3 clusters Score -3000511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 26661 members 
Entering Unmasked Estep 
Score: -3000511.500000 Penalty: 3320.281982
	Iteration 63Q: 3 clusters Score -3000512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 26661 members 
Entering Unmasked Estep 
Score: -3000511.500000 Penalty: 3320.281982
	Iteration 64F: 3 clusters Score -3000512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Entering Unmasked Estep 
Score: -57160.285156 Penalty: 1030.594727
	Iteration 0F: 2 clusters Score -57160.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -56071.984375 Penalty: 2061.189453
	Iteration 0F: 3 clusters Score -56071.98 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -56337.812500 Penalty: 2061.189453
	Iteration 1F: 3 clusters Score -56337.81 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -56442.796875 Penalty: 2061.189453
	Iteration 2F: 3 clusters Score -56442.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -56523.949219 Penalty: 2061.189453
	Iteration 3F: 3 clusters Score -56523.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -56581.062500 Penalty: 2061.189453
	Iteration 4Q: 3 clusters Score -56581.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -56631.242188 Penalty: 2061.189453
	Iteration 5Q: 3 clusters Score -56631.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -56656.421875 Penalty: 2061.189453
	Iteration 6Q: 3 clusters Score -56656.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -56683.824219 Penalty: 2061.189453
	Iteration 7Q: 3 clusters Score -56683.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -56699.011719 Penalty: 2061.189453
	Iteration 8Q: 3 clusters Score -56699.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -56702.582031 Penalty: 2061.189453
	Iteration 9Q: 3 clusters Score -56702.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -56702.582031 Penalty: 2061.189453
	Iteration 10F: 3 clusters Score -56702.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (66628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66628 members 
Entering Unmasked Estep 
Score: -7792208.500000 Penalty: 1804.868042
	Iteration 0F: 2 clusters Score -7792208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -7747524.500000 Penalty: 3609.736084
	Iteration 0F: 3 clusters Score -7747524 nChanged 31585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35181 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -7765710.500000 Penalty: 3609.736084
	Iteration 1F: 3 clusters Score -7765710 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36314 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -7766208.000000 Penalty: 3609.736084
	Iteration 2Q: 3 clusters Score -7766208 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38003 members 
Mstep: Class 2 contains 28625 members 
Entering Unmasked Estep 
Score: -7766891.000000 Penalty: 3609.736084
	Iteration 3Q: 3 clusters Score -7766891 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40543 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -7768081.500000 Penalty: 3609.736084
	Iteration 4Q: 3 clusters Score -7768082 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44287 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -7770285.000000 Penalty: 3609.736084
	Iteration 5F: 3 clusters Score -7770285 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49322 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -7774145.500000 Penalty: 3609.736084
	Iteration 6F: 3 clusters Score -7774146 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55283 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -7779632.500000 Penalty: 3609.736084
	Iteration 7F: 3 clusters Score -7779632 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60593 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -7784864.500000 Penalty: 3609.736084
	Iteration 8F: 3 clusters Score -7784864 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64068 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -7788207.000000 Penalty: 3609.736084
	Iteration 9F: 3 clusters Score -7788207 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65654 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -7789674.000000 Penalty: 3609.736084
	Iteration 10Q: 3 clusters Score -7789674 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66178 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -7790191.500000 Penalty: 3609.736084
	Iteration 11Q: 3 clusters Score -7790192 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66363 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7790402.500000 Penalty: 3609.736084
	Iteration 12Q: 3 clusters Score -7790402 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66424 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -7790481.000000 Penalty: 3609.736084
	Iteration 13Q: 3 clusters Score -7790481 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66446 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -7790536.000000 Penalty: 3609.736084
	Iteration 14Q: 3 clusters Score -7790536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66450 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -7790549.000000 Penalty: 3609.736084
	Iteration 15Q: 3 clusters Score -7790549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66452 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -7790553.500000 Penalty: 3609.736084
	Iteration 16Q: 3 clusters Score -7790554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66452 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -7790553.500000 Penalty: 3609.736084
	Iteration 17F: 3 clusters Score -7790554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (102051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102051 members 
Entering Unmasked Estep 
Score: -12044638.000000 Penalty: 1874.149536
	Iteration 0F: 2 clusters Score -1.204464e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51244 members 
Mstep: Class 2 contains 50807 members 
Entering Unmasked Estep 
Score: -11978000.000000 Penalty: 3748.299072
	Iteration 0F: 3 clusters Score -1.1978e+07 nChanged 48788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54782 members 
Mstep: Class 2 contains 47269 members 
Entering Unmasked Estep 
Score: -12006260.000000 Penalty: 3748.299072
	Iteration 1F: 3 clusters Score -1.200626e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57166 members 
Mstep: Class 2 contains 44885 members 
Entering Unmasked Estep 
Score: -12007360.000000 Penalty: 3748.299072
	Iteration 2Q: 3 clusters Score -1.200736e+07 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60771 members 
Mstep: Class 2 contains 41280 members 
Entering Unmasked Estep 
Score: -12009015.000000 Penalty: 3748.299072
	Iteration 3Q: 3 clusters Score -1.200902e+07 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65904 members 
Mstep: Class 2 contains 36147 members 
Entering Unmasked Estep 
Score: -12012012.000000 Penalty: 3748.299072
	Iteration 4F: 3 clusters Score -1.201201e+07 nChanged 7222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72848 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -12016697.000000 Penalty: 3748.299072
	Iteration 5F: 3 clusters Score -1.20167e+07 nChanged 8128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80878 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -12023295.000000 Penalty: 3748.299072
	Iteration 6F: 3 clusters Score -1.20233e+07 nChanged 7926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88778 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -12030712.000000 Penalty: 3748.299072
	Iteration 7F: 3 clusters Score -1.203071e+07 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95047 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -12036603.000000 Penalty: 3748.299072
	Iteration 8F: 3 clusters Score -1.20366e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98928 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -12040348.000000 Penalty: 3748.299072
	Iteration 9Q: 3 clusters Score -1.204035e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100814 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -12041904.000000 Penalty: 3748.299072
	Iteration 10Q: 3 clusters Score -1.20419e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101560 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -12042592.000000 Penalty: 3748.299072
	Iteration 11Q: 3 clusters Score -1.204259e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101788 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -12042785.000000 Penalty: 3748.299072
	Iteration 12Q: 3 clusters Score -1.204278e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101854 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -12042866.000000 Penalty: 3748.299072
	Iteration 13Q: 3 clusters Score -1.204287e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101875 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -12042888.000000 Penalty: 3748.299072
	Iteration 14Q: 3 clusters Score -1.204289e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101890 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -12042932.000000 Penalty: 3748.299072
	Iteration 15Q: 3 clusters Score -1.204293e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101898 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -12042944.000000 Penalty: 3748.299072
	Iteration 16Q: 3 clusters Score -1.204294e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101901 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -12042946.000000 Penalty: 3748.299072
	Iteration 17Q: 3 clusters Score -1.204295e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101904 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -12042968.000000 Penalty: 3748.299072
	Iteration 18Q: 3 clusters Score -1.204297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101906 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -12042976.000000 Penalty: 3748.299072
	Iteration 19Q: 3 clusters Score -1.204298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101906 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -12042975.000000 Penalty: 3748.299072
	Iteration 20F: 3 clusters Score -1.204298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101906 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -12042984.000000 Penalty: 3748.299072
	Iteration 21Q: 3 clusters Score -1.204298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101908 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12042985.000000 Penalty: 3748.299072
	Iteration 22Q: 3 clusters Score -1.204298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101908 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -12042990.000000 Penalty: 3748.299072
	Iteration 23Q: 3 clusters Score -1.204299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101911 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -12042994.000000 Penalty: 3748.299072
	Iteration 24Q: 3 clusters Score -1.204299e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101912 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -12042995.000000 Penalty: 3748.299072
	Iteration 25Q: 3 clusters Score -1.2043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101914 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -12042991.000000 Penalty: 3748.299072
	Iteration 26Q: 3 clusters Score -1.204299e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101915 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12042992.000000 Penalty: 3748.299072
	Iteration 27Q: 3 clusters Score -1.204299e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101915 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -12042992.000000 Penalty: 3748.299072
	Iteration 28F: 3 clusters Score -1.204299e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -12913.731445 Penalty: 889.243958
	Iteration 0F: 2 clusters Score -12913.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12332.149414 Penalty: 1778.487915
	Iteration 0F: 3 clusters Score -12332.15 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12606.358398 Penalty: 1778.487915
	Iteration 1F: 3 clusters Score -12606.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12840.773438 Penalty: 1778.487915
	Iteration 2F: 3 clusters Score -12840.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12933.788086 Penalty: 1778.487915
	Iteration 3Q: 3 clusters Score -12933.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12949.255859 Penalty: 1778.487915
	Iteration 4Q: 3 clusters Score -12949.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12961.243164 Penalty: 1778.487915
	Iteration 5Q: 3 clusters Score -12961.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12978.297852 Penalty: 1778.487915
	Iteration 6Q: 3 clusters Score -12978.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -12984.590820 Penalty: 1778.487915
	Iteration 7Q: 3 clusters Score -12984.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12987.308594 Penalty: 1778.487915
	Iteration 8Q: 3 clusters Score -12987.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12987.308594 Penalty: 1778.487915
	Iteration 9F: 3 clusters Score -12987.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83901 members 
Mstep: Class 2 contains 44945 members 
Mstep: Class 3 contains 3511 members 
Mstep: Class 4 contains 11288 members 
Mstep: Class 5 contains 100307 members 
Mstep: Class 6 contains 43807 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 88416 members 
Mstep: Class 9 contains 197017 members 
Mstep: Class 10 contains 101696 members 
Mstep: Class 11 contains 11452 members 
Mstep: Class 12 contains 9624 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 15 contains 63237 members 
Mstep: Class 16 contains 19529 members 
Mstep: Class 17 contains 15911 members 
Mstep: Class 18 contains 12922 members 
Mstep: Class 19 contains 74742 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1459 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 75712 members 
Mstep: Class 25 contains 106846 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 75525 members 
Mstep: Class 30 contains 76362 members 
Mstep: Class 31 contains 4235 members 
Mstep: Class 32 contains 8542 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 3812 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27498 members 
Mstep: Class 37 contains 67118 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 57745 members 
Mstep: Class 41 contains 27344 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 66628 members 
Mstep: Class 44 contains 102051 members 
Mstep: Class 45 contains 114 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 18527 members 
Mstep: Class 50 contains 93990 members 
Mstep: Class 51 contains 17465 members 
Mstep: Class 52 contains 772 members 
Mstep: Class 53 contains 124 members 
Entering Unmasked Estep 
Score: -194766368.000000 Penalty: 123671.273438
Splitting cluster 45 changes total score from -194767584.000000 to -194766368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 46 (461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Entering Unmasked Estep 
Score: -40957.109375 Penalty: 996.677185
	Iteration 0F: 2 clusters Score -40957.11 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 234 members 
Entering Unmasked Estep 
Score: -39949.683594 Penalty: 1993.354370
	Iteration 0F: 3 clusters Score -39949.68 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -40142.203125 Penalty: 1993.354370
	Iteration 1F: 3 clusters Score -40142.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -40231.875000 Penalty: 1993.354370
	Iteration 2F: 3 clusters Score -40231.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -40248.812500 Penalty: 1993.354370
	Iteration 3Q: 3 clusters Score -40248.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -40264.609375 Penalty: 1993.354370
	Iteration 4Q: 3 clusters Score -40264.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -40281.902344 Penalty: 1993.354370
	Iteration 5Q: 3 clusters Score -40281.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -40306.507812 Penalty: 1993.354370
	Iteration 6Q: 3 clusters Score -40306.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -40328.222656 Penalty: 1993.354370
	Iteration 7Q: 3 clusters Score -40328.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -40343.921875 Penalty: 1993.354370
	Iteration 8Q: 3 clusters Score -40343.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -40350.097656 Penalty: 1993.354370
	Iteration 9Q: 3 clusters Score -40350.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -40354.832031 Penalty: 1993.354370
	Iteration 10Q: 3 clusters Score -40354.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -40359.859375 Penalty: 1993.354370
	Iteration 11Q: 3 clusters Score -40359.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -40359.859375 Penalty: 1993.354370
	Iteration 12F: 3 clusters Score -40359.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Entering Unmasked Estep 
Score: -50018.546875 Penalty: 1016.870972
	Iteration 0F: 2 clusters Score -50018.55 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 262 members 
Entering Unmasked Estep 
Score: -48950.886719 Penalty: 2033.741943
	Iteration 0F: 3 clusters Score -48950.89 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -49131.832031 Penalty: 2033.741943
	Iteration 1F: 3 clusters Score -49131.83 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -49175.773438 Penalty: 2033.741943
	Iteration 2F: 3 clusters Score -49175.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -49220.945312 Penalty: 2033.741943
	Iteration 3Q: 3 clusters Score -49220.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -49248.453125 Penalty: 2033.741943
	Iteration 4Q: 3 clusters Score -49248.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -49275.445312 Penalty: 2033.741943
	Iteration 5Q: 3 clusters Score -49275.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -49307.140625 Penalty: 2033.741943
	Iteration 6Q: 3 clusters Score -49307.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -49361.039062 Penalty: 2033.741943
	Iteration 7Q: 3 clusters Score -49361.04 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -49399.121094 Penalty: 2033.741943
	Iteration 8Q: 3 clusters Score -49399.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -49427.570312 Penalty: 2033.741943
	Iteration 9Q: 3 clusters Score -49427.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -49436.304688 Penalty: 2033.741943
	Iteration 10Q: 3 clusters Score -49436.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -49438.445312 Penalty: 2033.741943
	Iteration 11Q: 3 clusters Score -49438.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -49439.515625 Penalty: 2033.741943
	Iteration 12Q: 3 clusters Score -49439.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -49441.687500 Penalty: 2033.741943
	Iteration 13Q: 3 clusters Score -49441.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -49445.281250 Penalty: 2033.741943
	Iteration 14Q: 3 clusters Score -49445.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -49445.281250 Penalty: 2033.741943
	Iteration 15F: 3 clusters Score -49445.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Entering Unmasked Estep 
Score: -20861.369141 Penalty: 923.581726
	Iteration 0F: 2 clusters Score -20861.37 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 152 members 
Entering Unmasked Estep 
Score: -20040.240234 Penalty: 1847.163452
	Iteration 0F: 3 clusters Score -20040.24 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -20195.876953 Penalty: 1847.163452
	Iteration 1F: 3 clusters Score -20195.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -20247.587891 Penalty: 1847.163452
	Iteration 2F: 3 clusters Score -20247.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -20308.919922 Penalty: 1847.163452
	Iteration 3F: 3 clusters Score -20308.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -20353.734375 Penalty: 1847.163452
	Iteration 4Q: 3 clusters Score -20353.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -20401.302734 Penalty: 1847.163452
	Iteration 5Q: 3 clusters Score -20401.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -20421.447266 Penalty: 1847.163452
	Iteration 6Q: 3 clusters Score -20421.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -20439.361328 Penalty: 1847.163452
	Iteration 7Q: 3 clusters Score -20439.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -20458.923828 Penalty: 1847.163452
	Iteration 8Q: 3 clusters Score -20458.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -20467.576172 Penalty: 1847.163452
	Iteration 9Q: 3 clusters Score -20467.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -20491.658203 Penalty: 1847.163452
	Iteration 10Q: 3 clusters Score -20491.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -20505.345703 Penalty: 1847.163452
	Iteration 11Q: 3 clusters Score -20505.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -20535.947266 Penalty: 1847.163452
	Iteration 12Q: 3 clusters Score -20535.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -20603.810547 Penalty: 1847.163452
	Iteration 13Q: 3 clusters Score -20603.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -20604.812500 Penalty: 1847.163452
	Iteration 14Q: 3 clusters Score -20604.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -20604.812500 Penalty: 1847.163452
	Iteration 15F: 3 clusters Score -20604.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (18527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Entering Unmasked Estep 
Score: -2196971.250000 Penalty: 1596.885010
	Iteration 0F: 2 clusters Score -2196971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -2184454.250000 Penalty: 3193.770020
	Iteration 0F: 3 clusters Score -2184454 nChanged 8233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -2188922.250000 Penalty: 3193.770020
	Iteration 1F: 3 clusters Score -2188922 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -2189246.750000 Penalty: 3193.770020
	Iteration 2Q: 3 clusters Score -2189247 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -2189609.750000 Penalty: 3193.770020
	Iteration 3Q: 3 clusters Score -2189610 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -2190146.000000 Penalty: 3193.770020
	Iteration 4F: 3 clusters Score -2190146 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -2190975.000000 Penalty: 3193.770020
	Iteration 5F: 3 clusters Score -2190975 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -2192178.000000 Penalty: 3193.770020
	Iteration 6F: 3 clusters Score -2192178 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -2193594.750000 Penalty: 3193.770020
	Iteration 7F: 3 clusters Score -2193595 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2194706.000000 Penalty: 3193.770020
	Iteration 8F: 3 clusters Score -2194706 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2195470.250000 Penalty: 3193.770020
	Iteration 9Q: 3 clusters Score -2195470 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2195951.750000 Penalty: 3193.770020
	Iteration 10Q: 3 clusters Score -2195952 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2196160.250000 Penalty: 3193.770020
	Iteration 11Q: 3 clusters Score -2196160 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2196235.250000 Penalty: 3193.770020
	Iteration 12Q: 3 clusters Score -2196235 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2196267.500000 Penalty: 3193.770020
	Iteration 13Q: 3 clusters Score -2196268 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2196277.000000 Penalty: 3193.770020
	Iteration 14Q: 3 clusters Score -2196277 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2196286.750000 Penalty: 3193.770020
	Iteration 15Q: 3 clusters Score -2196287 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2196293.250000 Penalty: 3193.770020
	Iteration 16Q: 3 clusters Score -2196293 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2196296.750000 Penalty: 3193.770020
	Iteration 17Q: 3 clusters Score -2196297 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2196306.750000 Penalty: 3193.770020
	Iteration 18Q: 3 clusters Score -2196307 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2196310.000000 Penalty: 3193.770020
	Iteration 19Q: 3 clusters Score -2196310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2196312.500000 Penalty: 3193.770020
	Iteration 20F: 3 clusters Score -2196312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2196315.750000 Penalty: 3193.770020
	Iteration 21Q: 3 clusters Score -2196316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2196316.500000 Penalty: 3193.770020
	Iteration 22Q: 3 clusters Score -2196316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2196317.500000 Penalty: 3193.770020
	Iteration 23Q: 3 clusters Score -2196318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2196317.500000 Penalty: 3193.770020
	Iteration 24Q: 3 clusters Score -2196318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2196318.500000 Penalty: 3193.770020
	Iteration 25Q: 3 clusters Score -2196318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2196316.000000 Penalty: 3193.770020
	Iteration 26Q: 3 clusters Score -2196316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2196318.500000 Penalty: 3193.770020
	Iteration 27Q: 3 clusters Score -2196318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2196321.000000 Penalty: 3193.770020
	Iteration 28Q: 3 clusters Score -2196321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2196320.250000 Penalty: 3193.770020
	Iteration 29Q: 3 clusters Score -2196320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2196319.000000 Penalty: 3193.770020
	Iteration 30Q: 3 clusters Score -2196319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2196321.000000 Penalty: 3193.770020
	Iteration 31Q: 3 clusters Score -2196321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2196320.000000 Penalty: 3193.770020
	Iteration 32Q: 3 clusters Score -2196320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2196320.000000 Penalty: 3193.770020
	Iteration 33F: 3 clusters Score -2196320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (93990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93990 members 
Entering Unmasked Estep 
Score: -11134113.000000 Penalty: 1860.778442
	Iteration 0F: 2 clusters Score -1.113411e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46849 members 
Mstep: Class 2 contains 47141 members 
Entering Unmasked Estep 
Score: -11071655.000000 Penalty: 3721.556885
	Iteration 0F: 3 clusters Score -1.107166e+07 nChanged 44863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43538 members 
Mstep: Class 2 contains 50452 members 
Entering Unmasked Estep 
Score: -11098017.000000 Penalty: 3721.556885
	Iteration 1F: 3 clusters Score -1.109802e+07 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41202 members 
Mstep: Class 2 contains 52788 members 
Entering Unmasked Estep 
Score: -11099312.000000 Penalty: 3721.556885
	Iteration 2Q: 3 clusters Score -1.109931e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 56095 members 
Entering Unmasked Estep 
Score: -11101057.000000 Penalty: 3721.556885
	Iteration 3Q: 3 clusters Score -1.110106e+07 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33240 members 
Mstep: Class 2 contains 60750 members 
Entering Unmasked Estep 
Score: -11103896.000000 Penalty: 3721.556885
	Iteration 4F: 3 clusters Score -1.11039e+07 nChanged 6791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 66939 members 
Entering Unmasked Estep 
Score: -11108494.000000 Penalty: 3721.556885
	Iteration 5F: 3 clusters Score -1.110849e+07 nChanged 7625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 74292 members 
Entering Unmasked Estep 
Score: -11114923.000000 Penalty: 3721.556885
	Iteration 6F: 3 clusters Score -1.111492e+07 nChanged 7254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 81444 members 
Entering Unmasked Estep 
Score: -11121438.000000 Penalty: 3721.556885
	Iteration 7F: 3 clusters Score -1.112144e+07 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 86820 members 
Entering Unmasked Estep 
Score: -11126476.000000 Penalty: 3721.556885
	Iteration 8F: 3 clusters Score -1.112648e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 90129 members 
Entering Unmasked Estep 
Score: -11129567.000000 Penalty: 3721.556885
	Iteration 9Q: 3 clusters Score -1.112957e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 91885 members 
Entering Unmasked Estep 
Score: -11131060.000000 Penalty: 3721.556885
	Iteration 10Q: 3 clusters Score -1.113106e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 92718 members 
Entering Unmasked Estep 
Score: -11131845.000000 Penalty: 3721.556885
	Iteration 11Q: 3 clusters Score -1.113184e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 93080 members 
Entering Unmasked Estep 
Score: -11132189.000000 Penalty: 3721.556885
	Iteration 12Q: 3 clusters Score -1.113219e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 93235 members 
Entering Unmasked Estep 
Score: -11132328.000000 Penalty: 3721.556885
	Iteration 13Q: 3 clusters Score -1.113233e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 93318 members 
Entering Unmasked Estep 
Score: -11132388.000000 Penalty: 3721.556885
	Iteration 14Q: 3 clusters Score -1.113239e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 93372 members 
Entering Unmasked Estep 
Score: -11132458.000000 Penalty: 3721.556885
	Iteration 15Q: 3 clusters Score -1.113246e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 93414 members 
Entering Unmasked Estep 
Score: -11132508.000000 Penalty: 3721.556885
	Iteration 16Q: 3 clusters Score -1.113251e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 93441 members 
Entering Unmasked Estep 
Score: -11132531.000000 Penalty: 3721.556885
	Iteration 17Q: 3 clusters Score -1.113253e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 93455 members 
Entering Unmasked Estep 
Score: -11132555.000000 Penalty: 3721.556885
	Iteration 18Q: 3 clusters Score -1.113256e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 93467 members 
Entering Unmasked Estep 
Score: -11132550.000000 Penalty: 3721.556885
	Iteration 19Q: 3 clusters Score -1.113255e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 93474 members 
Entering Unmasked Estep 
Score: -11132553.000000 Penalty: 3721.556885
	Iteration 20F: 3 clusters Score -1.113255e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 93478 members 
Entering Unmasked Estep 
Score: -11132552.000000 Penalty: 3721.556885
	Iteration 21Q: 3 clusters Score -1.113255e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 93481 members 
Entering Unmasked Estep 
Score: -11132562.000000 Penalty: 3721.556885
	Iteration 22Q: 3 clusters Score -1.113256e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 93483 members 
Entering Unmasked Estep 
Score: -11132559.000000 Penalty: 3721.556885
	Iteration 23Q: 3 clusters Score -1.113256e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 93488 members 
Entering Unmasked Estep 
Score: -11132557.000000 Penalty: 3721.556885
	Iteration 24Q: 3 clusters Score -1.113256e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 93491 members 
Entering Unmasked Estep 
Score: -11132558.000000 Penalty: 3721.556885
	Iteration 25Q: 3 clusters Score -1.113256e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 93497 members 
Entering Unmasked Estep 
Score: -11132560.000000 Penalty: 3721.556885
	Iteration 26Q: 3 clusters Score -1.113256e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 93506 members 
Entering Unmasked Estep 
Score: -11132572.000000 Penalty: 3721.556885
	Iteration 27Q: 3 clusters Score -1.113257e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 93512 members 
Entering Unmasked Estep 
Score: -11132583.000000 Penalty: 3721.556885
	Iteration 28Q: 3 clusters Score -1.113258e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 93518 members 
Entering Unmasked Estep 
Score: -11132592.000000 Penalty: 3721.556885
	Iteration 29Q: 3 clusters Score -1.113259e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 93519 members 
Entering Unmasked Estep 
Score: -11132589.000000 Penalty: 3721.556885
	Iteration 30Q: 3 clusters Score -1.113259e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 93519 members 
Entering Unmasked Estep 
Score: -11132589.000000 Penalty: 3721.556885
	Iteration 31F: 3 clusters Score -1.113259e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (17465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Entering Unmasked Estep 
Score: -2055524.625000 Penalty: 1587.292480
	Iteration 0F: 2 clusters Score -2055525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -2043521.250000 Penalty: 3174.584961
	Iteration 0F: 3 clusters Score -2043521 nChanged 7798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -2047785.875000 Penalty: 3174.584961
	Iteration 1F: 3 clusters Score -2047786 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -2048109.500000 Penalty: 3174.584961
	Iteration 2F: 3 clusters Score -2048110 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -2048503.625000 Penalty: 3174.584961
	Iteration 3Q: 3 clusters Score -2048504 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -2049085.875000 Penalty: 3174.584961
	Iteration 4F: 3 clusters Score -2049086 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -2049937.125000 Penalty: 3174.584961
	Iteration 5F: 3 clusters Score -2049937 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -2051037.125000 Penalty: 3174.584961
	Iteration 6F: 3 clusters Score -2051037 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2052243.875000 Penalty: 3174.584961
	Iteration 7F: 3 clusters Score -2052244 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2053242.875000 Penalty: 3174.584961
	Iteration 8F: 3 clusters Score -2053243 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2053776.500000 Penalty: 3174.584961
	Iteration 9Q: 3 clusters Score -2053776 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2054021.000000 Penalty: 3174.584961
	Iteration 10Q: 3 clusters Score -2054021 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2054112.875000 Penalty: 3174.584961
	Iteration 11Q: 3 clusters Score -2054113 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2054166.000000 Penalty: 3174.584961
	Iteration 12Q: 3 clusters Score -2054166 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2054185.375000 Penalty: 3174.584961
	Iteration 13Q: 3 clusters Score -2054185 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2054196.250000 Penalty: 3174.584961
	Iteration 14Q: 3 clusters Score -2054196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2054212.250000 Penalty: 3174.584961
	Iteration 15Q: 3 clusters Score -2054212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2054228.500000 Penalty: 3174.584961
	Iteration 16Q: 3 clusters Score -2054228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2054236.875000 Penalty: 3174.584961
	Iteration 17Q: 3 clusters Score -2054237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2054239.250000 Penalty: 3174.584961
	Iteration 18Q: 3 clusters Score -2054239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2054242.875000 Penalty: 3174.584961
	Iteration 19Q: 3 clusters Score -2054243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2054245.875000 Penalty: 3174.584961
	Iteration 20F: 3 clusters Score -2054246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2054245.125000 Penalty: 3174.584961
	Iteration 21Q: 3 clusters Score -2054245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2054245.125000 Penalty: 3174.584961
	Iteration 22F: 3 clusters Score -2054245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Entering Unmasked Estep 
Score: -80669.859375 Penalty: 1080.459961
	Iteration 0F: 2 clusters Score -80669.86 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 383 members 
Entering Unmasked Estep 
Score: -79391.765625 Penalty: 2160.919922
	Iteration 0F: 3 clusters Score -79391.77 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -79640.640625 Penalty: 2160.919922
	Iteration 1F: 3 clusters Score -79640.64 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -79718.359375 Penalty: 2160.919922
	Iteration 2F: 3 clusters Score -79718.36 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -79771.570312 Penalty: 2160.919922
	Iteration 3Q: 3 clusters Score -79771.57 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -79842.437500 Penalty: 2160.919922
	Iteration 4Q: 3 clusters Score -79842.44 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -79892.000000 Penalty: 2160.919922
	Iteration 5Q: 3 clusters Score -79892 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -79936.484375 Penalty: 2160.919922
	Iteration 6Q: 3 clusters Score -79936.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -79958.343750 Penalty: 2160.919922
	Iteration 7Q: 3 clusters Score -79958.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -79965.726562 Penalty: 2160.919922
	Iteration 8Q: 3 clusters Score -79965.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -79969.851562 Penalty: 2160.919922
	Iteration 9Q: 3 clusters Score -79969.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -79972.757812 Penalty: 2160.919922
	Iteration 10Q: 3 clusters Score -79972.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -79972.757812 Penalty: 2160.919922
	Iteration 11F: 3 clusters Score -79972.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83901 members 
Mstep: Class 2 contains 44945 members 
Mstep: Class 3 contains 3511 members 
Mstep: Class 4 contains 11288 members 
Mstep: Class 5 contains 100307 members 
Mstep: Class 6 contains 43807 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 88416 members 
Mstep: Class 9 contains 197017 members 
Mstep: Class 10 contains 101696 members 
Mstep: Class 11 contains 11452 members 
Mstep: Class 12 contains 9624 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 15 contains 63237 members 
Mstep: Class 16 contains 19529 members 
Mstep: Class 17 contains 15911 members 
Mstep: Class 18 contains 12922 members 
Mstep: Class 19 contains 74742 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1459 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 75712 members 
Mstep: Class 25 contains 106846 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 75525 members 
Mstep: Class 30 contains 76362 members 
Mstep: Class 31 contains 4235 members 
Mstep: Class 32 contains 8542 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 3812 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27498 members 
Mstep: Class 37 contains 67118 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 57745 members 
Mstep: Class 41 contains 27344 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 66628 members 
Mstep: Class 44 contains 102051 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 18527 members 
Mstep: Class 50 contains 93990 members 
Mstep: Class 51 contains 17465 members 
Mstep: Class 52 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194767792.000000 Penalty: 121337.851562
Iteration 319Q: 53 clusters Score -1.947678e+08 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83882 members 
Mstep: Class 2 contains 44944 members 
Mstep: Class 3 contains 3463 members 
Mstep: Class 4 contains 11288 members 
Mstep: Class 5 contains 99331 members 
Mstep: Class 6 contains 43810 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 89021 members 
Mstep: Class 9 contains 197013 members 
Mstep: Class 10 contains 101570 members 
Mstep: Class 11 contains 11456 members 
Mstep: Class 12 contains 9621 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 15 contains 63850 members 
Mstep: Class 16 contains 19528 members 
Mstep: Class 17 contains 15912 members 
Mstep: Class 18 contains 12922 members 
Mstep: Class 19 contains 74914 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1459 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 76853 members 
Mstep: Class 25 contains 106569 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 75483 members 
Mstep: Class 30 contains 76359 members 
Mstep: Class 31 contains 4145 members 
Mstep: Class 32 contains 8428 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 3812 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27483 members 
Mstep: Class 37 contains 66484 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 58145 members 
Mstep: Class 41 contains 27343 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 66469 members 
Mstep: Class 44 contains 101525 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 18548 members 
Mstep: Class 50 contains 94638 members 
Mstep: Class 51 contains 16896 members 
Mstep: Class 52 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194768384.000000 Penalty: 121337.851562
Iteration 320F: 53 clusters Score -1.947684e+08 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83821 members 
Mstep: Class 2 contains 44934 members 
Mstep: Class 3 contains 3417 members 
Mstep: Class 4 contains 11288 members 
Mstep: Class 5 contains 98250 members 
Mstep: Class 6 contains 43811 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 89538 members 
Mstep: Class 9 contains 197012 members 
Mstep: Class 10 contains 101551 members 
Mstep: Class 11 contains 11459 members 
Mstep: Class 12 contains 9619 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 15 contains 64518 members 
Mstep: Class 16 contains 19526 members 
Mstep: Class 17 contains 15913 members 
Mstep: Class 18 contains 12922 members 
Mstep: Class 19 contains 75083 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1459 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 78173 members 
Mstep: Class 25 contains 106338 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 75404 members 
Mstep: Class 30 contains 76355 members 
Mstep: Class 31 contains 4050 members 
Mstep: Class 32 contains 8457 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 3812 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27470 members 
Mstep: Class 37 contains 65628 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 58556 members 
Mstep: Class 41 contains 27345 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 66332 members 
Mstep: Class 44 contains 101007 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 18590 members 
Mstep: Class 50 contains 95199 members 
Mstep: Class 51 contains 16328 members 
Mstep: Class 52 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194767936.000000 Penalty: 121337.851562
Iteration 321Q: 53 clusters Score -1.947679e+08 nChanged 5829
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83772 members 
Mstep: Class 2 contains 44927 members 
Mstep: Class 3 contains 3361 members 
Mstep: Class 4 contains 11289 members 
Mstep: Class 5 contains 97128 members 
Mstep: Class 6 contains 43811 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 90034 members 
Mstep: Class 9 contains 197015 members 
Mstep: Class 10 contains 101414 members 
Mstep: Class 11 contains 11460 members 
Mstep: Class 12 contains 9619 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 15 contains 64896 members 
Mstep: Class 16 contains 19526 members 
Mstep: Class 17 contains 15916 members 
Mstep: Class 18 contains 12922 members 
Mstep: Class 19 contains 75184 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1459 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 79698 members 
Mstep: Class 25 contains 106108 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 75350 members 
Mstep: Class 30 contains 76340 members 
Mstep: Class 31 contains 3937 members 
Mstep: Class 32 contains 8761 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 3812 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27453 members 
Mstep: Class 37 contains 64731 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 58997 members 
Mstep: Class 41 contains 27346 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 66239 members 
Mstep: Class 44 contains 100412 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 18630 members 
Mstep: Class 50 contains 95788 members 
Mstep: Class 51 contains 15830 members 
Mstep: Class 52 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194767504.000000 Penalty: 121337.851562
Iteration 322Q: 53 clusters Score -1.947675e+08 nChanged 6051
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83713 members 
Mstep: Class 2 contains 44922 members 
Mstep: Class 3 contains 3313 members 
Mstep: Class 4 contains 11288 members 
Mstep: Class 5 contains 95989 members 
Mstep: Class 6 contains 43810 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 90473 members 
Mstep: Class 9 contains 197009 members 
Mstep: Class 10 contains 101627 members 
Mstep: Class 11 contains 11463 members 
Mstep: Class 12 contains 9619 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 15 contains 65247 members 
Mstep: Class 16 contains 19524 members 
Mstep: Class 17 contains 15919 members 
Mstep: Class 18 contains 12923 members 
Mstep: Class 19 contains 75293 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1459 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 81384 members 
Mstep: Class 25 contains 105818 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 75301 members 
Mstep: Class 30 contains 76319 members 
Mstep: Class 31 contains 3835 members 
Mstep: Class 32 contains 8892 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 3812 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27428 members 
Mstep: Class 37 contains 63749 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 59366 members 
Mstep: Class 41 contains 27348 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 66137 members 
Mstep: Class 44 contains 99895 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 18669 members 
Mstep: Class 50 contains 96309 members 
Mstep: Class 51 contains 15312 members 
Mstep: Class 52 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194767168.000000 Penalty: 121337.851562
Iteration 323Q: 53 clusters Score -1.947672e+08 nChanged 6236
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83678 members 
Mstep: Class 2 contains 44939 members 
Mstep: Class 3 contains 3285 members 
Mstep: Class 4 contains 11287 members 
Mstep: Class 5 contains 94650 members 
Mstep: Class 6 contains 43815 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 90792 members 
Mstep: Class 9 contains 197003 members 
Mstep: Class 10 contains 101822 members 
Mstep: Class 11 contains 11466 members 
Mstep: Class 12 contains 9622 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 15 contains 65528 members 
Mstep: Class 16 contains 19522 members 
Mstep: Class 17 contains 15920 members 
Mstep: Class 18 contains 12921 members 
Mstep: Class 19 contains 75320 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1459 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 83156 members 
Mstep: Class 25 contains 105563 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 75249 members 
Mstep: Class 30 contains 76312 members 
Mstep: Class 31 contains 3720 members 
Mstep: Class 32 contains 9142 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 3813 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27390 members 
Mstep: Class 37 contains 62720 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 59879 members 
Mstep: Class 41 contains 27348 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 66058 members 
Mstep: Class 44 contains 99465 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 18712 members 
Mstep: Class 50 contains 96790 members 
Mstep: Class 51 contains 14819 members 
Mstep: Class 52 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194767840.000000 Penalty: 121337.851562
Iteration 324Q: 53 clusters Score -1.947678e+08 nChanged 6606
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83631 members 
Mstep: Class 2 contains 44939 members 
Mstep: Class 3 contains 3269 members 
Mstep: Class 4 contains 11286 members 
Mstep: Class 5 contains 93111 members 
Mstep: Class 6 contains 43818 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 91031 members 
Mstep: Class 9 contains 197001 members 
Mstep: Class 10 contains 102138 members 
Mstep: Class 11 contains 11468 members 
Mstep: Class 12 contains 9620 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 15 contains 65601 members 
Mstep: Class 16 contains 19521 members 
Mstep: Class 17 contains 15922 members 
Mstep: Class 18 contains 12920 members 
Mstep: Class 19 contains 75372 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1459 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 84993 members 
Mstep: Class 25 contains 105171 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 75220 members 
Mstep: Class 30 contains 76307 members 
Mstep: Class 31 contains 3601 members 
Mstep: Class 32 contains 9493 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 3813 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27370 members 
Mstep: Class 37 contains 61797 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 60373 members 
Mstep: Class 41 contains 27345 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 65999 members 
Mstep: Class 44 contains 99089 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 18734 members 
Mstep: Class 50 contains 97400 members 
Mstep: Class 51 contains 14353 members 
Mstep: Class 52 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194768032.000000 Penalty: 121337.851562
Iteration 325Q: 53 clusters Score -1.94768e+08 nChanged 7000
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83588 members 
Mstep: Class 2 contains 44937 members 
Mstep: Class 3 contains 3232 members 
Mstep: Class 4 contains 11286 members 
Mstep: Class 5 contains 91435 members 
Mstep: Class 6 contains 43821 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 91182 members 
Mstep: Class 9 contains 197003 members 
Mstep: Class 10 contains 102765 members 
Mstep: Class 11 contains 11471 members 
Mstep: Class 12 contains 9618 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 15 contains 65264 members 
Mstep: Class 16 contains 19516 members 
Mstep: Class 17 contains 15922 members 
Mstep: Class 18 contains 12920 members 
Mstep: Class 19 contains 75462 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1459 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 87079 members 
Mstep: Class 25 contains 104878 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 75242 members 
Mstep: Class 30 contains 76295 members 
Mstep: Class 31 contains 3484 members 
Mstep: Class 32 contains 9620 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 3812 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27361 members 
Mstep: Class 37 contains 60997 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 60837 members 
Mstep: Class 41 contains 27344 members 
Mstep: Class 42 contains 568 members 
Mstep: Class 43 contains 65939 members 
Mstep: Class 44 contains 98917 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 18752 members 
Mstep: Class 50 contains 97807 members 
Mstep: Class 51 contains 13920 members 
Mstep: Class 52 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194768592.000000 Penalty: 121337.851562
Iteration 326Q: 53 clusters Score -1.947686e+08 nChanged 7284
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83543 members 
Mstep: Class 2 contains 44934 members 
Mstep: Class 3 contains 3209 members 
Mstep: Class 4 contains 11285 members 
Mstep: Class 5 contains 89851 members 
Mstep: Class 6 contains 43821 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 91290 members 
Mstep: Class 9 contains 196998 members 
Mstep: Class 10 contains 103097 members 
Mstep: Class 11 contains 11474 members 
Mstep: Class 12 contains 9612 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 15 contains 64623 members 
Mstep: Class 16 contains 19516 members 
Mstep: Class 17 contains 15923 members 
Mstep: Class 18 contains 12920 members 
Mstep: Class 19 contains 75605 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1458 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 89007 members 
Mstep: Class 25 contains 104531 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 75294 members 
Mstep: Class 30 contains 76280 members 
Mstep: Class 31 contains 3366 members 
Mstep: Class 32 contains 10302 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 3812 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27358 members 
Mstep: Class 37 contains 60115 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 61333 members 
Mstep: Class 41 contains 27342 members 
Mstep: Class 42 contains 569 members 
Mstep: Class 43 contains 65875 members 
Mstep: Class 44 contains 98828 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 18772 members 
Mstep: Class 50 contains 98283 members 
Mstep: Class 51 contains 13508 members 
Mstep: Class 52 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194769184.000000 Penalty: 121337.851562
Iteration 327Q: 53 clusters Score -1.947692e+08 nChanged 7141
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83502 members 
Mstep: Class 2 contains 44920 members 
Mstep: Class 3 contains 3188 members 
Mstep: Class 4 contains 11284 members 
Mstep: Class 5 contains 88020 members 
Mstep: Class 6 contains 43818 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 91450 members 
Mstep: Class 9 contains 197000 members 
Mstep: Class 10 contains 103664 members 
Mstep: Class 11 contains 11480 members 
Mstep: Class 12 contains 9609 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 15 contains 64189 members 
Mstep: Class 16 contains 19512 members 
Mstep: Class 17 contains 15923 members 
Mstep: Class 18 contains 12920 members 
Mstep: Class 19 contains 75728 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1456 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 90970 members 
Mstep: Class 25 contains 104275 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 75333 members 
Mstep: Class 30 contains 76274 members 
Mstep: Class 31 contains 3250 members 
Mstep: Class 32 contains 10620 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 3811 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27353 members 
Mstep: Class 37 contains 59390 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 61820 members 
Mstep: Class 41 contains 27338 members 
Mstep: Class 42 contains 569 members 
Mstep: Class 43 contains 65823 members 
Mstep: Class 44 contains 98751 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 18803 members 
Mstep: Class 50 contains 98568 members 
Mstep: Class 51 contains 13123 members 
Mstep: Class 52 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194769168.000000 Penalty: 121337.851562
Iteration 328Q: 53 clusters Score -1.947692e+08 nChanged 7178
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83468 members 
Mstep: Class 2 contains 44937 members 
Mstep: Class 3 contains 3181 members 
Mstep: Class 4 contains 11285 members 
Mstep: Class 5 contains 86132 members 
Mstep: Class 6 contains 43819 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 91606 members 
Mstep: Class 9 contains 196998 members 
Mstep: Class 10 contains 104245 members 
Mstep: Class 11 contains 11487 members 
Mstep: Class 12 contains 9608 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 15 contains 64140 members 
Mstep: Class 16 contains 19511 members 
Mstep: Class 17 contains 15925 members 
Mstep: Class 18 contains 12920 members 
Mstep: Class 19 contains 75815 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1455 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 92914 members 
Mstep: Class 25 contains 104009 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 75371 members 
Mstep: Class 30 contains 76265 members 
Mstep: Class 31 contains 3148 members 
Mstep: Class 32 contains 10757 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 3811 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27343 members 
Mstep: Class 37 contains 58477 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 62303 members 
Mstep: Class 41 contains 27330 members 
Mstep: Class 42 contains 569 members 
Mstep: Class 43 contains 65763 members 
Mstep: Class 44 contains 98698 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 18832 members 
Mstep: Class 50 contains 98849 members 
Mstep: Class 51 contains 12762 members 
Mstep: Class 52 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194768992.000000 Penalty: 121337.851562
Iteration 329Q: 53 clusters Score -1.94769e+08 nChanged 6175
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83423 members 
Mstep: Class 2 contains 44967 members 
Mstep: Class 3 contains 3169 members 
Mstep: Class 4 contains 11284 members 
Mstep: Class 5 contains 84345 members 
Mstep: Class 6 contains 43822 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 91805 members 
Mstep: Class 9 contains 196995 members 
Mstep: Class 10 contains 104859 members 
Mstep: Class 11 contains 11492 members 
Mstep: Class 12 contains 9609 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 15 contains 64504 members 
Mstep: Class 16 contains 19507 members 
Mstep: Class 17 contains 15926 members 
Mstep: Class 18 contains 12920 members 
Mstep: Class 19 contains 75867 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1456 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 94693 members 
Mstep: Class 25 contains 103736 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 75407 members 
Mstep: Class 30 contains 76260 members 
Mstep: Class 31 contains 3044 members 
Mstep: Class 32 contains 10266 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 3811 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27324 members 
Mstep: Class 37 contains 57811 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 62790 members 
Mstep: Class 41 contains 27328 members 
Mstep: Class 42 contains 569 members 
Mstep: Class 43 contains 65711 members 
Mstep: Class 44 contains 98687 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 18867 members 
Mstep: Class 50 contains 99072 members 
Mstep: Class 51 contains 12407 members 
Mstep: Class 52 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194767872.000000 Penalty: 121337.851562
Iteration 330Q: 53 clusters Score -1.947679e+08 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83427 members 
Mstep: Class 2 contains 44983 members 
Mstep: Class 3 contains 3164 members 
Mstep: Class 4 contains 11284 members 
Mstep: Class 5 contains 82856 members 
Mstep: Class 6 contains 43818 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 91990 members 
Mstep: Class 9 contains 197003 members 
Mstep: Class 10 contains 105325 members 
Mstep: Class 11 contains 11490 members 
Mstep: Class 12 contains 9612 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 15 contains 64994 members 
Mstep: Class 16 contains 19505 members 
Mstep: Class 17 contains 15925 members 
Mstep: Class 18 contains 12920 members 
Mstep: Class 19 contains 75828 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1456 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 96217 members 
Mstep: Class 25 contains 103486 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 75429 members 
Mstep: Class 30 contains 76255 members 
Mstep: Class 31 contains 2937 members 
Mstep: Class 32 contains 9682 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 3811 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27309 members 
Mstep: Class 37 contains 57160 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 63333 members 
Mstep: Class 41 contains 27327 members 
Mstep: Class 42 contains 569 members 
Mstep: Class 43 contains 65639 members 
Mstep: Class 44 contains 98769 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 18900 members 
Mstep: Class 50 contains 99278 members 
Mstep: Class 51 contains 12052 members 
Mstep: Class 52 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194767936.000000 Penalty: 121337.851562
Iteration 331Q: 53 clusters Score -1.947679e+08 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83419 members 
Mstep: Class 2 contains 44996 members 
Mstep: Class 3 contains 3166 members 
Mstep: Class 4 contains 11284 members 
Mstep: Class 5 contains 81142 members 
Mstep: Class 6 contains 43811 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 92170 members 
Mstep: Class 9 contains 197002 members 
Mstep: Class 10 contains 105577 members 
Mstep: Class 11 contains 11494 members 
Mstep: Class 12 contains 9611 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 15 contains 65470 members 
Mstep: Class 16 contains 19505 members 
Mstep: Class 17 contains 15926 members 
Mstep: Class 18 contains 12920 members 
Mstep: Class 19 contains 75703 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1455 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 97810 members 
Mstep: Class 25 contains 103398 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 75433 members 
Mstep: Class 30 contains 76255 members 
Mstep: Class 31 contains 2866 members 
Mstep: Class 32 contains 9119 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 3810 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27305 members 
Mstep: Class 37 contains 56657 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 63981 members 
Mstep: Class 41 contains 27323 members 
Mstep: Class 42 contains 569 members 
Mstep: Class 43 contains 65584 members 
Mstep: Class 44 contains 98900 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 18926 members 
Mstep: Class 50 contains 99414 members 
Mstep: Class 51 contains 11732 members 
Mstep: Class 52 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194767344.000000 Penalty: 121337.851562
Iteration 332Q: 53 clusters Score -1.947673e+08 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83416 members 
Mstep: Class 2 contains 45012 members 
Mstep: Class 3 contains 3157 members 
Mstep: Class 4 contains 11284 members 
Mstep: Class 5 contains 79761 members 
Mstep: Class 6 contains 43812 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 92410 members 
Mstep: Class 9 contains 196998 members 
Mstep: Class 10 contains 105349 members 
Mstep: Class 11 contains 11498 members 
Mstep: Class 12 contains 9610 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 15 contains 65898 members 
Mstep: Class 16 contains 19505 members 
Mstep: Class 17 contains 15926 members 
Mstep: Class 18 contains 12920 members 
Mstep: Class 19 contains 75740 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1454 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 99054 members 
Mstep: Class 25 contains 103244 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 75435 members 
Mstep: Class 30 contains 76252 members 
Mstep: Class 31 contains 2796 members 
Mstep: Class 32 contains 8994 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 3810 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27306 members 
Mstep: Class 37 contains 56270 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 64469 members 
Mstep: Class 41 contains 27319 members 
Mstep: Class 42 contains 569 members 
Mstep: Class 43 contains 65502 members 
Mstep: Class 44 contains 99050 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 18924 members 
Mstep: Class 50 contains 99587 members 
Mstep: Class 51 contains 11402 members 
Mstep: Class 52 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194766560.000000 Penalty: 121337.851562
Iteration 333Q: 53 clusters Score -1.947666e+08 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83408 members 
Mstep: Class 2 contains 45030 members 
Mstep: Class 3 contains 3122 members 
Mstep: Class 4 contains 11283 members 
Mstep: Class 5 contains 78523 members 
Mstep: Class 6 contains 43812 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 92742 members 
Mstep: Class 9 contains 196997 members 
Mstep: Class 10 contains 105333 members 
Mstep: Class 11 contains 11503 members 
Mstep: Class 12 contains 9612 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 15 contains 66279 members 
Mstep: Class 16 contains 19504 members 
Mstep: Class 17 contains 15925 members 
Mstep: Class 18 contains 12920 members 
Mstep: Class 19 contains 75790 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1454 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 100078 members 
Mstep: Class 25 contains 102991 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 75447 members 
Mstep: Class 30 contains 76250 members 
Mstep: Class 31 contains 2725 members 
Mstep: Class 32 contains 8798 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 3810 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27305 members 
Mstep: Class 37 contains 56024 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 64929 members 
Mstep: Class 41 contains 27320 members 
Mstep: Class 42 contains 569 members 
Mstep: Class 43 contains 65427 members 
Mstep: Class 44 contains 99109 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 18906 members 
Mstep: Class 50 contains 99690 members 
Mstep: Class 51 contains 11118 members 
Mstep: Class 52 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194766208.000000 Penalty: 121337.851562
Iteration 334Q: 53 clusters Score -1.947662e+08 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83407 members 
Mstep: Class 2 contains 45051 members 
Mstep: Class 3 contains 3088 members 
Mstep: Class 4 contains 11282 members 
Mstep: Class 5 contains 77552 members 
Mstep: Class 6 contains 43810 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 93064 members 
Mstep: Class 9 contains 196990 members 
Mstep: Class 10 contains 105694 members 
Mstep: Class 11 contains 11505 members 
Mstep: Class 12 contains 9613 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 15 contains 66767 members 
Mstep: Class 16 contains 19505 members 
Mstep: Class 17 contains 15924 members 
Mstep: Class 18 contains 12920 members 
Mstep: Class 19 contains 75849 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1454 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 100913 members 
Mstep: Class 25 contains 102673 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 75446 members 
Mstep: Class 30 contains 76245 members 
Mstep: Class 31 contains 2666 members 
Mstep: Class 32 contains 8214 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 3810 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27305 members 
Mstep: Class 37 contains 55764 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 65343 members 
Mstep: Class 41 contains 27320 members 
Mstep: Class 42 contains 569 members 
Mstep: Class 43 contains 65380 members 
Mstep: Class 44 contains 99254 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 18920 members 
Mstep: Class 50 contains 99645 members 
Mstep: Class 51 contains 10791 members 
Mstep: Class 52 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194766160.000000 Penalty: 121337.851562
Iteration 335Q: 53 clusters Score -1.947662e+08 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83409 members 
Mstep: Class 2 contains 45044 members 
Mstep: Class 3 contains 3053 members 
Mstep: Class 4 contains 11282 members 
Mstep: Class 5 contains 76693 members 
Mstep: Class 6 contains 43810 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 93441 members 
Mstep: Class 9 contains 196989 members 
Mstep: Class 10 contains 105322 members 
Mstep: Class 11 contains 11504 members 
Mstep: Class 12 contains 9613 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 15 contains 67252 members 
Mstep: Class 16 contains 19506 members 
Mstep: Class 17 contains 15922 members 
Mstep: Class 18 contains 12920 members 
Mstep: Class 19 contains 75947 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1453 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 101641 members 
Mstep: Class 25 contains 102375 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 75459 members 
Mstep: Class 30 contains 76244 members 
Mstep: Class 31 contains 2621 members 
Mstep: Class 32 contains 8269 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 3810 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27308 members 
Mstep: Class 37 contains 55674 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 65624 members 
Mstep: Class 41 contains 27324 members 
Mstep: Class 42 contains 569 members 
Mstep: Class 43 contains 65317 members 
Mstep: Class 44 contains 99368 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 18925 members 
Mstep: Class 50 contains 99553 members 
Mstep: Class 51 contains 10492 members 
Mstep: Class 52 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194766528.000000 Penalty: 121337.851562
Iteration 336Q: 53 clusters Score -1.947665e+08 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83392 members 
Mstep: Class 2 contains 45045 members 
Mstep: Class 3 contains 3024 members 
Mstep: Class 4 contains 11282 members 
Mstep: Class 5 contains 76164 members 
Mstep: Class 6 contains 43814 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 93792 members 
Mstep: Class 9 contains 196986 members 
Mstep: Class 10 contains 105061 members 
Mstep: Class 11 contains 11506 members 
Mstep: Class 12 contains 9614 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 15 contains 67646 members 
Mstep: Class 16 contains 19503 members 
Mstep: Class 17 contains 15921 members 
Mstep: Class 18 contains 12920 members 
Mstep: Class 19 contains 76062 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1453 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 102007 members 
Mstep: Class 25 contains 102224 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 75476 members 
Mstep: Class 30 contains 76241 members 
Mstep: Class 31 contains 2579 members 
Mstep: Class 32 contains 8429 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 3810 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27305 members 
Mstep: Class 37 contains 55478 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 65889 members 
Mstep: Class 41 contains 27322 members 
Mstep: Class 42 contains 569 members 
Mstep: Class 43 contains 65273 members 
Mstep: Class 44 contains 99554 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 18922 members 
Mstep: Class 50 contains 99238 members 
Mstep: Class 51 contains 10232 members 
Mstep: Class 52 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194766704.000000 Penalty: 121337.851562
Iteration 337Q: 53 clusters Score -1.947667e+08 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83385 members 
Mstep: Class 2 contains 45056 members 
Mstep: Class 3 contains 3007 members 
Mstep: Class 4 contains 11282 members 
Mstep: Class 5 contains 75500 members 
Mstep: Class 6 contains 43814 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 94234 members 
Mstep: Class 9 contains 196979 members 
Mstep: Class 10 contains 105157 members 
Mstep: Class 11 contains 11507 members 
Mstep: Class 12 contains 9613 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 15 contains 67951 members 
Mstep: Class 16 contains 19501 members 
Mstep: Class 17 contains 15922 members 
Mstep: Class 18 contains 12920 members 
Mstep: Class 19 contains 76081 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1453 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 102453 members 
Mstep: Class 25 contains 101962 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 75489 members 
Mstep: Class 30 contains 76232 members 
Mstep: Class 31 contains 2529 members 
Mstep: Class 32 contains 8294 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 3810 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27306 members 
Mstep: Class 37 contains 55519 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 66156 members 
Mstep: Class 41 contains 27322 members 
Mstep: Class 42 contains 569 members 
Mstep: Class 43 contains 65242 members 
Mstep: Class 44 contains 99527 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 18900 members 
Mstep: Class 50 contains 99033 members 
Mstep: Class 51 contains 10028 members 
Mstep: Class 52 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194766384.000000 Penalty: 121337.851562
Iteration 338Q: 53 clusters Score -1.947664e+08 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83363 members 
Mstep: Class 2 contains 45055 members 
Mstep: Class 3 contains 2971 members 
Mstep: Class 4 contains 11282 members 
Mstep: Class 5 contains 75015 members 
Mstep: Class 6 contains 43816 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 94605 members 
Mstep: Class 9 contains 196978 members 
Mstep: Class 10 contains 104991 members 
Mstep: Class 11 contains 11510 members 
Mstep: Class 12 contains 9611 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 15 contains 68181 members 
Mstep: Class 16 contains 19501 members 
Mstep: Class 17 contains 15924 members 
Mstep: Class 18 contains 12920 members 
Mstep: Class 19 contains 76133 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1454 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 102766 members 
Mstep: Class 25 contains 101843 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 75481 members 
Mstep: Class 30 contains 76229 members 
Mstep: Class 31 contains 2480 members 
Mstep: Class 32 contains 8553 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 3810 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27299 members 
Mstep: Class 37 contains 55489 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 66411 members 
Mstep: Class 41 contains 27323 members 
Mstep: Class 42 contains 569 members 
Mstep: Class 43 contains 65268 members 
Mstep: Class 44 contains 99561 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 18843 members 
Mstep: Class 50 contains 98650 members 
Mstep: Class 51 contains 9848 members 
Mstep: Class 52 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194766400.000000 Penalty: 121337.851562
Iteration 339Q: 53 clusters Score -1.947664e+08 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83341 members 
Mstep: Class 2 contains 45057 members 
Mstep: Class 3 contains 2952 members 
Mstep: Class 4 contains 11282 members 
Mstep: Class 5 contains 74708 members 
Mstep: Class 6 contains 43812 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 95015 members 
Mstep: Class 9 contains 196977 members 
Mstep: Class 10 contains 105084 members 
Mstep: Class 11 contains 11516 members 
Mstep: Class 12 contains 9609 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 15 contains 68340 members 
Mstep: Class 16 contains 19500 members 
Mstep: Class 17 contains 15924 members 
Mstep: Class 18 contains 12920 members 
Mstep: Class 19 contains 76174 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1454 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 102863 members 
Mstep: Class 25 contains 101830 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 75492 members 
Mstep: Class 30 contains 76226 members 
Mstep: Class 31 contains 2437 members 
Mstep: Class 32 contains 8607 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 3811 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27287 members 
Mstep: Class 37 contains 55483 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 66672 members 
Mstep: Class 41 contains 27321 members 
Mstep: Class 42 contains 569 members 
Mstep: Class 43 contains 65273 members 
Mstep: Class 44 contains 99483 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 18777 members 
Mstep: Class 50 contains 98243 members 
Mstep: Class 51 contains 9694 members 
Mstep: Class 52 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194766096.000000 Penalty: 121337.851562
Iteration 340F: 53 clusters Score -1.947661e+08 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83309 members 
Mstep: Class 2 contains 45072 members 
Mstep: Class 3 contains 2930 members 
Mstep: Class 4 contains 11282 members 
Mstep: Class 5 contains 74217 members 
Mstep: Class 6 contains 43811 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 95481 members 
Mstep: Class 9 contains 196973 members 
Mstep: Class 10 contains 105198 members 
Mstep: Class 11 contains 11521 members 
Mstep: Class 12 contains 9604 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 15 contains 68345 members 
Mstep: Class 16 contains 19501 members 
Mstep: Class 17 contains 15923 members 
Mstep: Class 18 contains 12920 members 
Mstep: Class 19 contains 76253 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1455 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 103067 members 
Mstep: Class 25 contains 101814 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 75472 members 
Mstep: Class 30 contains 76223 members 
Mstep: Class 31 contains 2408 members 
Mstep: Class 32 contains 8840 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 3811 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27280 members 
Mstep: Class 37 contains 55636 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 66832 members 
Mstep: Class 41 contains 27319 members 
Mstep: Class 42 contains 569 members 
Mstep: Class 43 contains 65279 members 
Mstep: Class 44 contains 99275 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 18726 members 
Mstep: Class 50 contains 97867 members 
Mstep: Class 51 contains 9520 members 
Mstep: Class 52 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194766240.000000 Penalty: 121337.851562
Iteration 341Q: 53 clusters Score -1.947662e+08 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83261 members 
Mstep: Class 2 contains 45083 members 
Mstep: Class 3 contains 2919 members 
Mstep: Class 4 contains 11282 members 
Mstep: Class 5 contains 73840 members 
Mstep: Class 6 contains 43809 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 95957 members 
Mstep: Class 9 contains 196971 members 
Mstep: Class 10 contains 105348 members 
Mstep: Class 11 contains 11522 members 
Mstep: Class 12 contains 9602 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 641 members 
Mstep: Class 15 contains 68416 members 
Mstep: Class 16 contains 19500 members 
Mstep: Class 17 contains 15923 members 
Mstep: Class 18 contains 12920 members 
Mstep: Class 19 contains 76246 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1455 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 103189 members 
Mstep: Class 25 contains 101953 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 75435 members 
Mstep: Class 30 contains 76223 members 
Mstep: Class 31 contains 2373 members 
Mstep: Class 32 contains 9123 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 3812 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27283 members 
Mstep: Class 37 contains 55556 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 67084 members 
Mstep: Class 41 contains 27319 members 
Mstep: Class 42 contains 569 members 
Mstep: Class 43 contains 65284 members 
Mstep: Class 44 contains 98969 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 18689 members 
Mstep: Class 50 contains 97454 members 
Mstep: Class 51 contains 9364 members 
Mstep: Class 52 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194766112.000000 Penalty: 121337.851562
Iteration 342Q: 53 clusters Score -1.947661e+08 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83238 members 
Mstep: Class 2 contains 45099 members 
Mstep: Class 3 contains 2907 members 
Mstep: Class 4 contains 11282 members 
Mstep: Class 5 contains 73609 members 
Mstep: Class 6 contains 43807 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 96309 members 
Mstep: Class 9 contains 196969 members 
Mstep: Class 10 contains 105678 members 
Mstep: Class 11 contains 11523 members 
Mstep: Class 12 contains 9598 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 68100 members 
Mstep: Class 16 contains 19502 members 
Mstep: Class 17 contains 15924 members 
Mstep: Class 18 contains 12920 members 
Mstep: Class 19 contains 76244 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1455 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 103236 members 
Mstep: Class 25 contains 102084 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 75389 members 
Mstep: Class 30 contains 76215 members 
Mstep: Class 31 contains 2340 members 
Mstep: Class 32 contains 9410 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 3812 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27276 members 
Mstep: Class 37 contains 55564 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 67327 members 
Mstep: Class 41 contains 27318 members 
Mstep: Class 42 contains 569 members 
Mstep: Class 43 contains 65316 members 
Mstep: Class 44 contains 98642 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 18648 members 
Mstep: Class 50 contains 97205 members 
Mstep: Class 51 contains 9219 members 
Mstep: Class 52 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194765888.000000 Penalty: 121337.851562
Iteration 343Q: 53 clusters Score -1.947659e+08 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83189 members 
Mstep: Class 2 contains 45114 members 
Mstep: Class 3 contains 2890 members 
Mstep: Class 4 contains 11282 members 
Mstep: Class 5 contains 73336 members 
Mstep: Class 6 contains 43807 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 96510 members 
Mstep: Class 9 contains 196962 members 
Mstep: Class 10 contains 106051 members 
Mstep: Class 11 contains 11524 members 
Mstep: Class 12 contains 9598 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 67632 members 
Mstep: Class 16 contains 19504 members 
Mstep: Class 17 contains 15924 members 
Mstep: Class 18 contains 12920 members 
Mstep: Class 19 contains 76248 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1454 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 103253 members 
Mstep: Class 25 contains 102356 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 75362 members 
Mstep: Class 30 contains 76206 members 
Mstep: Class 31 contains 2309 members 
Mstep: Class 32 contains 9784 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 3812 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27276 members 
Mstep: Class 37 contains 55533 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 67568 members 
Mstep: Class 41 contains 27318 members 
Mstep: Class 42 contains 569 members 
Mstep: Class 43 contains 65366 members 
Mstep: Class 44 contains 98299 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 18583 members 
Mstep: Class 50 contains 97107 members 
Mstep: Class 51 contains 9088 members 
Mstep: Class 52 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194765856.000000 Penalty: 121337.851562
Iteration 344Q: 53 clusters Score -1.947659e+08 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83172 members 
Mstep: Class 2 contains 45123 members 
Mstep: Class 3 contains 2867 members 
Mstep: Class 4 contains 11282 members 
Mstep: Class 5 contains 73068 members 
Mstep: Class 6 contains 43806 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 96654 members 
Mstep: Class 9 contains 196959 members 
Mstep: Class 10 contains 106456 members 
Mstep: Class 11 contains 11525 members 
Mstep: Class 12 contains 9598 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 66914 members 
Mstep: Class 16 contains 19505 members 
Mstep: Class 17 contains 15925 members 
Mstep: Class 18 contains 12920 members 
Mstep: Class 19 contains 76250 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1454 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 103258 members 
Mstep: Class 25 contains 102615 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 75331 members 
Mstep: Class 30 contains 76201 members 
Mstep: Class 31 contains 2276 members 
Mstep: Class 32 contains 10156 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 3812 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27278 members 
Mstep: Class 37 contains 55637 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 67793 members 
Mstep: Class 41 contains 27318 members 
Mstep: Class 42 contains 569 members 
Mstep: Class 43 contains 65421 members 
Mstep: Class 44 contains 97946 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 18523 members 
Mstep: Class 50 contains 97150 members 
Mstep: Class 51 contains 8972 members 
Mstep: Class 52 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194765376.000000 Penalty: 121337.851562
Iteration 345Q: 53 clusters Score -1.947654e+08 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83150 members 
Mstep: Class 2 contains 45158 members 
Mstep: Class 3 contains 2850 members 
Mstep: Class 4 contains 11282 members 
Mstep: Class 5 contains 72874 members 
Mstep: Class 6 contains 43802 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 96699 members 
Mstep: Class 9 contains 196951 members 
Mstep: Class 10 contains 106847 members 
Mstep: Class 11 contains 11525 members 
Mstep: Class 12 contains 9597 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 65986 members 
Mstep: Class 16 contains 19503 members 
Mstep: Class 17 contains 15926 members 
Mstep: Class 18 contains 12920 members 
Mstep: Class 19 contains 76241 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1454 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 103257 members 
Mstep: Class 25 contains 102888 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 75311 members 
Mstep: Class 30 contains 76192 members 
Mstep: Class 31 contains 2247 members 
Mstep: Class 32 contains 10711 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 3812 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27270 members 
Mstep: Class 37 contains 55627 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 68008 members 
Mstep: Class 41 contains 27318 members 
Mstep: Class 42 contains 569 members 
Mstep: Class 43 contains 65485 members 
Mstep: Class 44 contains 97611 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 18451 members 
Mstep: Class 50 contains 97342 members 
Mstep: Class 51 contains 8870 members 
Mstep: Class 52 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194764976.000000 Penalty: 121337.851562
Iteration 346Q: 53 clusters Score -1.94765e+08 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83108 members 
Mstep: Class 2 contains 45181 members 
Mstep: Class 3 contains 2823 members 
Mstep: Class 4 contains 11282 members 
Mstep: Class 5 contains 72690 members 
Mstep: Class 6 contains 43801 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 96602 members 
Mstep: Class 9 contains 196941 members 
Mstep: Class 10 contains 107151 members 
Mstep: Class 11 contains 11525 members 
Mstep: Class 12 contains 9597 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 65267 members 
Mstep: Class 16 contains 19498 members 
Mstep: Class 17 contains 15927 members 
Mstep: Class 18 contains 12920 members 
Mstep: Class 19 contains 76265 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1454 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 103227 members 
Mstep: Class 25 contains 103349 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 75312 members 
Mstep: Class 30 contains 76186 members 
Mstep: Class 31 contains 2220 members 
Mstep: Class 32 contains 11073 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 3812 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27266 members 
Mstep: Class 37 contains 55367 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 68259 members 
Mstep: Class 41 contains 27321 members 
Mstep: Class 42 contains 569 members 
Mstep: Class 43 contains 65541 members 
Mstep: Class 44 contains 97435 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 18373 members 
Mstep: Class 50 contains 97626 members 
Mstep: Class 51 contains 8766 members 
Mstep: Class 52 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194764688.000000 Penalty: 121337.851562
Iteration 347Q: 53 clusters Score -1.947647e+08 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83084 members 
Mstep: Class 2 contains 45200 members 
Mstep: Class 3 contains 2795 members 
Mstep: Class 4 contains 11281 members 
Mstep: Class 5 contains 72533 members 
Mstep: Class 6 contains 43798 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 96513 members 
Mstep: Class 9 contains 196938 members 
Mstep: Class 10 contains 107357 members 
Mstep: Class 11 contains 11527 members 
Mstep: Class 12 contains 9595 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 64659 members 
Mstep: Class 16 contains 19497 members 
Mstep: Class 17 contains 15926 members 
Mstep: Class 18 contains 12920 members 
Mstep: Class 19 contains 76265 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1454 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 103227 members 
Mstep: Class 25 contains 103938 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 75335 members 
Mstep: Class 30 contains 76184 members 
Mstep: Class 31 contains 2197 members 
Mstep: Class 32 contains 11116 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 3812 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27259 members 
Mstep: Class 37 contains 55132 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 68493 members 
Mstep: Class 41 contains 27321 members 
Mstep: Class 42 contains 569 members 
Mstep: Class 43 contains 65602 members 
Mstep: Class 44 contains 97337 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 18291 members 
Mstep: Class 50 contains 97922 members 
Mstep: Class 51 contains 8657 members 
Mstep: Class 52 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194763968.000000 Penalty: 121337.851562
Iteration 348Q: 53 clusters Score -1.94764e+08 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83069 members 
Mstep: Class 2 contains 45224 members 
Mstep: Class 3 contains 2771 members 
Mstep: Class 4 contains 11282 members 
Mstep: Class 5 contains 72483 members 
Mstep: Class 6 contains 43793 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 96389 members 
Mstep: Class 9 contains 196937 members 
Mstep: Class 10 contains 107574 members 
Mstep: Class 11 contains 11529 members 
Mstep: Class 12 contains 9598 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 639 members 
Mstep: Class 15 contains 64678 members 
Mstep: Class 16 contains 19498 members 
Mstep: Class 17 contains 15925 members 
Mstep: Class 18 contains 12920 members 
Mstep: Class 19 contains 76279 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1452 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 103110 members 
Mstep: Class 25 contains 104366 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 75348 members 
Mstep: Class 30 contains 76186 members 
Mstep: Class 31 contains 2166 members 
Mstep: Class 32 contains 10314 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 3812 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27246 members 
Mstep: Class 37 contains 54965 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 68737 members 
Mstep: Class 41 contains 27320 members 
Mstep: Class 42 contains 569 members 
Mstep: Class 43 contains 65670 members 
Mstep: Class 44 contains 97246 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 18190 members 
Mstep: Class 50 contains 98529 members 
Mstep: Class 51 contains 8560 members 
Mstep: Class 52 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194764048.000000 Penalty: 121337.851562
Iteration 349Q: 53 clusters Score -1.94764e+08 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83051 members 
Mstep: Class 2 contains 45229 members 
Mstep: Class 3 contains 2754 members 
Mstep: Class 4 contains 11283 members 
Mstep: Class 5 contains 72254 members 
Mstep: Class 6 contains 43791 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 96254 members 
Mstep: Class 9 contains 196939 members 
Mstep: Class 10 contains 107151 members 
Mstep: Class 11 contains 11530 members 
Mstep: Class 12 contains 9600 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 639 members 
Mstep: Class 15 contains 64938 members 
Mstep: Class 16 contains 19497 members 
Mstep: Class 17 contains 15925 members 
Mstep: Class 18 contains 12920 members 
Mstep: Class 19 contains 76210 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1452 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 103123 members 
Mstep: Class 25 contains 104747 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 75337 members 
Mstep: Class 30 contains 76193 members 
Mstep: Class 31 contains 2144 members 
Mstep: Class 32 contains 9710 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 3812 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27237 members 
Mstep: Class 37 contains 54915 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 69007 members 
Mstep: Class 41 contains 27322 members 
Mstep: Class 42 contains 569 members 
Mstep: Class 43 contains 65718 members 
Mstep: Class 44 contains 97284 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 18118 members 
Mstep: Class 50 contains 99270 members 
Mstep: Class 51 contains 8451 members 
Mstep: Class 52 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194764032.000000 Penalty: 121337.851562
Iteration 350Q: 53 clusters Score -1.94764e+08 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83042 members 
Mstep: Class 2 contains 45231 members 
Mstep: Class 3 contains 2742 members 
Mstep: Class 4 contains 11283 members 
Mstep: Class 5 contains 71816 members 
Mstep: Class 6 contains 43784 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 96156 members 
Mstep: Class 9 contains 196941 members 
Mstep: Class 10 contains 106387 members 
Mstep: Class 11 contains 11532 members 
Mstep: Class 12 contains 9602 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 65188 members 
Mstep: Class 16 contains 19498 members 
Mstep: Class 17 contains 15925 members 
Mstep: Class 18 contains 12920 members 
Mstep: Class 19 contains 76198 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1452 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 103143 members 
Mstep: Class 25 contains 104929 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 75319 members 
Mstep: Class 30 contains 76196 members 
Mstep: Class 31 contains 2127 members 
Mstep: Class 32 contains 9372 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 3812 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27239 members 
Mstep: Class 37 contains 55128 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 69178 members 
Mstep: Class 41 contains 27324 members 
Mstep: Class 42 contains 569 members 
Mstep: Class 43 contains 65749 members 
Mstep: Class 44 contains 97467 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 18055 members 
Mstep: Class 50 contains 100092 members 
Mstep: Class 51 contains 8338 members 
Mstep: Class 52 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194764512.000000 Penalty: 121337.851562
Iteration 351Q: 53 clusters Score -1.947645e+08 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83013 members 
Mstep: Class 2 contains 45226 members 
Mstep: Class 3 contains 2726 members 
Mstep: Class 4 contains 11283 members 
Mstep: Class 5 contains 71417 members 
Mstep: Class 6 contains 43781 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 96172 members 
Mstep: Class 9 contains 196942 members 
Mstep: Class 10 contains 105721 members 
Mstep: Class 11 contains 11535 members 
Mstep: Class 12 contains 9602 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 65459 members 
Mstep: Class 16 contains 19498 members 
Mstep: Class 17 contains 15926 members 
Mstep: Class 18 contains 12920 members 
Mstep: Class 19 contains 76208 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1452 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 103130 members 
Mstep: Class 25 contains 104779 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 75313 members 
Mstep: Class 30 contains 76194 members 
Mstep: Class 31 contains 2111 members 
Mstep: Class 32 contains 9110 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 3812 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27243 members 
Mstep: Class 37 contains 55266 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 69411 members 
Mstep: Class 41 contains 27329 members 
Mstep: Class 42 contains 569 members 
Mstep: Class 43 contains 65795 members 
Mstep: Class 44 contains 97720 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 17985 members 
Mstep: Class 50 contains 100864 members 
Mstep: Class 51 contains 8222 members 
Mstep: Class 52 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194764736.000000 Penalty: 121337.851562
Iteration 352Q: 53 clusters Score -1.947647e+08 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 83003 members 
Mstep: Class 2 contains 45232 members 
Mstep: Class 3 contains 2713 members 
Mstep: Class 4 contains 11283 members 
Mstep: Class 5 contains 71036 members 
Mstep: Class 6 contains 43785 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 96212 members 
Mstep: Class 9 contains 196943 members 
Mstep: Class 10 contains 105154 members 
Mstep: Class 11 contains 11541 members 
Mstep: Class 12 contains 9602 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 65682 members 
Mstep: Class 16 contains 19498 members 
Mstep: Class 17 contains 15926 members 
Mstep: Class 18 contains 12921 members 
Mstep: Class 19 contains 76208 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1452 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 103131 members 
Mstep: Class 25 contains 104422 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 75283 members 
Mstep: Class 30 contains 76190 members 
Mstep: Class 31 contains 2093 members 
Mstep: Class 32 contains 8932 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 3813 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27251 members 
Mstep: Class 37 contains 55426 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 69665 members 
Mstep: Class 41 contains 27325 members 
Mstep: Class 42 contains 569 members 
Mstep: Class 43 contains 65837 members 
Mstep: Class 44 contains 98047 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 17890 members 
Mstep: Class 50 contains 101555 members 
Mstep: Class 51 contains 8114 members 
Mstep: Class 52 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194764320.000000 Penalty: 121337.851562
Iteration 353Q: 53 clusters Score -1.947643e+08 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 82991 members 
Mstep: Class 2 contains 45229 members 
Mstep: Class 3 contains 2701 members 
Mstep: Class 4 contains 11283 members 
Mstep: Class 5 contains 70611 members 
Mstep: Class 6 contains 43791 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 96289 members 
Mstep: Class 9 contains 196950 members 
Mstep: Class 10 contains 104855 members 
Mstep: Class 11 contains 11552 members 
Mstep: Class 12 contains 9598 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 66127 members 
Mstep: Class 16 contains 19497 members 
Mstep: Class 17 contains 15926 members 
Mstep: Class 18 contains 12921 members 
Mstep: Class 19 contains 76276 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1452 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 103068 members 
Mstep: Class 25 contains 103747 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 75245 members 
Mstep: Class 30 contains 76184 members 
Mstep: Class 31 contains 2080 members 
Mstep: Class 32 contains 8600 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 3814 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27244 members 
Mstep: Class 37 contains 55549 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 69850 members 
Mstep: Class 41 contains 27321 members 
Mstep: Class 42 contains 569 members 
Mstep: Class 43 contains 65893 members 
Mstep: Class 44 contains 98654 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 17785 members 
Mstep: Class 50 contains 102064 members 
Mstep: Class 51 contains 8018 members 
Mstep: Class 52 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194764880.000000 Penalty: 121337.851562
Iteration 354Q: 53 clusters Score -1.947649e+08 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 82977 members 
Mstep: Class 2 contains 45225 members 
Mstep: Class 3 contains 2692 members 
Mstep: Class 4 contains 11283 members 
Mstep: Class 5 contains 70151 members 
Mstep: Class 6 contains 43797 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 96498 members 
Mstep: Class 9 contains 196951 members 
Mstep: Class 10 contains 104717 members 
Mstep: Class 11 contains 11561 members 
Mstep: Class 12 contains 9594 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 66715 members 
Mstep: Class 16 contains 19495 members 
Mstep: Class 17 contains 15926 members 
Mstep: Class 18 contains 12921 members 
Mstep: Class 19 contains 76363 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1452 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 103039 members 
Mstep: Class 25 contains 102860 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 75230 members 
Mstep: Class 30 contains 76182 members 
Mstep: Class 31 contains 2064 members 
Mstep: Class 32 contains 8412 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 3815 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27241 members 
Mstep: Class 37 contains 55575 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 69997 members 
Mstep: Class 41 contains 27321 members 
Mstep: Class 42 contains 569 members 
Mstep: Class 43 contains 65945 members 
Mstep: Class 44 contains 99368 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 17672 members 
Mstep: Class 50 contains 102181 members 
Mstep: Class 51 contains 7945 members 
Mstep: Class 52 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194765120.000000 Penalty: 121337.851562
Iteration 355Q: 53 clusters Score -1.947651e+08 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 82953 members 
Mstep: Class 2 contains 45226 members 
Mstep: Class 3 contains 2679 members 
Mstep: Class 4 contains 11283 members 
Mstep: Class 5 contains 69821 members 
Mstep: Class 6 contains 43800 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 96845 members 
Mstep: Class 9 contains 196950 members 
Mstep: Class 10 contains 104519 members 
Mstep: Class 11 contains 11568 members 
Mstep: Class 12 contains 9590 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 67261 members 
Mstep: Class 16 contains 19495 members 
Mstep: Class 17 contains 15926 members 
Mstep: Class 18 contains 12921 members 
Mstep: Class 19 contains 76394 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1452 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 102829 members 
Mstep: Class 25 contains 102101 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 75191 members 
Mstep: Class 30 contains 76181 members 
Mstep: Class 31 contains 2049 members 
Mstep: Class 32 contains 8506 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 3816 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27238 members 
Mstep: Class 37 contains 55624 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 70231 members 
Mstep: Class 41 contains 27322 members 
Mstep: Class 42 contains 569 members 
Mstep: Class 43 contains 66001 members 
Mstep: Class 44 contains 100112 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 17559 members 
Mstep: Class 50 contains 101845 members 
Mstep: Class 51 contains 7877 members 
Mstep: Class 52 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194765472.000000 Penalty: 121337.851562
Iteration 356Q: 53 clusters Score -1.947655e+08 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 82926 members 
Mstep: Class 2 contains 45246 members 
Mstep: Class 3 contains 2668 members 
Mstep: Class 4 contains 11283 members 
Mstep: Class 5 contains 69385 members 
Mstep: Class 6 contains 43801 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 97326 members 
Mstep: Class 9 contains 196947 members 
Mstep: Class 10 contains 104797 members 
Mstep: Class 11 contains 11572 members 
Mstep: Class 12 contains 9585 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 67896 members 
Mstep: Class 16 contains 19495 members 
Mstep: Class 17 contains 15926 members 
Mstep: Class 18 contains 12921 members 
Mstep: Class 19 contains 76340 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1452 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 102678 members 
Mstep: Class 25 contains 101242 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 75136 members 
Mstep: Class 30 contains 76179 members 
Mstep: Class 31 contains 2020 members 
Mstep: Class 32 contains 8249 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 3816 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27239 members 
Mstep: Class 37 contains 55768 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 70501 members 
Mstep: Class 41 contains 27328 members 
Mstep: Class 42 contains 569 members 
Mstep: Class 43 contains 66077 members 
Mstep: Class 44 contains 100890 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 17457 members 
Mstep: Class 50 contains 101183 members 
Mstep: Class 51 contains 7836 members 
Mstep: Class 52 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194764880.000000 Penalty: 121337.851562
Iteration 357Q: 53 clusters Score -1.947649e+08 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 82917 members 
Mstep: Class 2 contains 45255 members 
Mstep: Class 3 contains 2645 members 
Mstep: Class 4 contains 11283 members 
Mstep: Class 5 contains 68792 members 
Mstep: Class 6 contains 43805 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 97931 members 
Mstep: Class 9 contains 196944 members 
Mstep: Class 10 contains 104926 members 
Mstep: Class 11 contains 11575 members 
Mstep: Class 12 contains 9583 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 68377 members 
Mstep: Class 16 contains 19496 members 
Mstep: Class 17 contains 15926 members 
Mstep: Class 18 contains 12921 members 
Mstep: Class 19 contains 76281 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1452 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 102521 members 
Mstep: Class 25 contains 100748 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 75086 members 
Mstep: Class 30 contains 76178 members 
Mstep: Class 31 contains 2002 members 
Mstep: Class 32 contains 8353 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 3816 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27224 members 
Mstep: Class 37 contains 56114 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 70799 members 
Mstep: Class 41 contains 27326 members 
Mstep: Class 42 contains 569 members 
Mstep: Class 43 contains 66241 members 
Mstep: Class 44 contains 101375 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 17365 members 
Mstep: Class 50 contains 100128 members 
Mstep: Class 51 contains 7780 members 
Mstep: Class 52 contains 771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -194764880.000000 Penalty: 121337.851562
Iteration 358Q: 53 clusters Score -1.947649e+08 nChanged 5182
Entering ConstructFrom: 
Score: -194764880.000000 Penalty: 121337.851562
Entering ConstructFrom: 
Trying to split cluster 1 (82905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82905 members 
Entering Unmasked Estep 
Score: -9398127.000000 Penalty: 1840.385742
	Iteration 0F: 2 clusters Score -9398127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41467 members 
Mstep: Class 2 contains 41438 members 
Entering Unmasked Estep 
Score: -9342844.000000 Penalty: 3680.771484
	Iteration 0F: 3 clusters Score -9342844 nChanged 39505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41014 members 
Mstep: Class 2 contains 41891 members 
Entering Unmasked Estep 
Score: -9365257.000000 Penalty: 3680.771484
	Iteration 1F: 3 clusters Score -9365257 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40779 members 
Mstep: Class 2 contains 42126 members 
Entering Unmasked Estep 
Score: -9365747.000000 Penalty: 3680.771484
	Iteration 2Q: 3 clusters Score -9365747 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40377 members 
Mstep: Class 2 contains 42528 members 
Entering Unmasked Estep 
Score: -9366268.000000 Penalty: 3680.771484
	Iteration 3Q: 3 clusters Score -9366268 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39844 members 
Mstep: Class 2 contains 43061 members 
Entering Unmasked Estep 
Score: -9366811.000000 Penalty: 3680.771484
	Iteration 4Q: 3 clusters Score -9366811 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39174 members 
Mstep: Class 2 contains 43731 members 
Entering Unmasked Estep 
Score: -9367566.000000 Penalty: 3680.771484
	Iteration 5Q: 3 clusters Score -9367566 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38198 members 
Mstep: Class 2 contains 44707 members 
Entering Unmasked Estep 
Score: -9368803.000000 Penalty: 3680.771484
	Iteration 6Q: 3 clusters Score -9368803 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36921 members 
Mstep: Class 2 contains 45984 members 
Entering Unmasked Estep 
Score: -9370543.000000 Penalty: 3680.771484
	Iteration 7Q: 3 clusters Score -9370543 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35271 members 
Mstep: Class 2 contains 47634 members 
Entering Unmasked Estep 
Score: -9373114.000000 Penalty: 3680.771484
	Iteration 8F: 3 clusters Score -9373114 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33427 members 
Mstep: Class 2 contains 49478 members 
Entering Unmasked Estep 
Score: -9376519.000000 Penalty: 3680.771484
	Iteration 9F: 3 clusters Score -9376519 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 51199 members 
Entering Unmasked Estep 
Score: -9379922.000000 Penalty: 3680.771484
	Iteration 10F: 3 clusters Score -9379922 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 52679 members 
Entering Unmasked Estep 
Score: -9382206.000000 Penalty: 3680.771484
	Iteration 11F: 3 clusters Score -9382206 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 53918 members 
Entering Unmasked Estep 
Score: -9383364.000000 Penalty: 3680.771484
	Iteration 12Q: 3 clusters Score -9383364 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 55046 members 
Entering Unmasked Estep 
Score: -9383883.000000 Penalty: 3680.771484
	Iteration 13Q: 3 clusters Score -9383883 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 56261 members 
Entering Unmasked Estep 
Score: -9384221.000000 Penalty: 3680.771484
	Iteration 14Q: 3 clusters Score -9384221 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 57594 members 
Entering Unmasked Estep 
Score: -9384741.000000 Penalty: 3680.771484
	Iteration 15Q: 3 clusters Score -9384741 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 58995 members 
Entering Unmasked Estep 
Score: -9385225.000000 Penalty: 3680.771484
	Iteration 16Q: 3 clusters Score -9385225 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 60484 members 
Entering Unmasked Estep 
Score: -9385774.000000 Penalty: 3680.771484
	Iteration 17Q: 3 clusters Score -9385774 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 62097 members 
Entering Unmasked Estep 
Score: -9386415.000000 Penalty: 3680.771484
	Iteration 18Q: 3 clusters Score -9386415 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 63824 members 
Entering Unmasked Estep 
Score: -9387244.000000 Penalty: 3680.771484
	Iteration 19Q: 3 clusters Score -9387244 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 65591 members 
Entering Unmasked Estep 
Score: -9388165.000000 Penalty: 3680.771484
	Iteration 20F: 3 clusters Score -9388165 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 67380 members 
Entering Unmasked Estep 
Score: -9389085.000000 Penalty: 3680.771484
	Iteration 21Q: 3 clusters Score -9389085 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 69156 members 
Entering Unmasked Estep 
Score: -9390053.000000 Penalty: 3680.771484
	Iteration 22Q: 3 clusters Score -9390053 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 70926 members 
Entering Unmasked Estep 
Score: -9391149.000000 Penalty: 3680.771484
	Iteration 23Q: 3 clusters Score -9391149 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 72558 members 
Entering Unmasked Estep 
Score: -9392257.000000 Penalty: 3680.771484
	Iteration 24Q: 3 clusters Score -9392257 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 74055 members 
Entering Unmasked Estep 
Score: -9393262.000000 Penalty: 3680.771484
	Iteration 25Q: 3 clusters Score -9393262 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 75356 members 
Entering Unmasked Estep 
Score: -9394199.000000 Penalty: 3680.771484
	Iteration 26Q: 3 clusters Score -9394199 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 76448 members 
Entering Unmasked Estep 
Score: -9394979.000000 Penalty: 3680.771484
	Iteration 27Q: 3 clusters Score -9394979 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 77339 members 
Entering Unmasked Estep 
Score: -9395624.000000 Penalty: 3680.771484
	Iteration 28Q: 3 clusters Score -9395624 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 78043 members 
Entering Unmasked Estep 
Score: -9396061.000000 Penalty: 3680.771484
	Iteration 29Q: 3 clusters Score -9396061 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 78613 members 
Entering Unmasked Estep 
Score: -9396426.000000 Penalty: 3680.771484
	Iteration 30Q: 3 clusters Score -9396426 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 79069 members 
Entering Unmasked Estep 
Score: -9396673.000000 Penalty: 3680.771484
	Iteration 31Q: 3 clusters Score -9396673 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 79459 members 
Entering Unmasked Estep 
Score: -9396887.000000 Penalty: 3680.771484
	Iteration 32Q: 3 clusters Score -9396887 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 79765 members 
Entering Unmasked Estep 
Score: -9397018.000000 Penalty: 3680.771484
	Iteration 33Q: 3 clusters Score -9397018 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 79983 members 
Entering Unmasked Estep 
Score: -9397093.000000 Penalty: 3680.771484
	Iteration 34Q: 3 clusters Score -9397093 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 80128 members 
Entering Unmasked Estep 
Score: -9397135.000000 Penalty: 3680.771484
	Iteration 35Q: 3 clusters Score -9397135 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 80252 members 
Entering Unmasked Estep 
Score: -9397178.000000 Penalty: 3680.771484
	Iteration 36Q: 3 clusters Score -9397178 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 80363 members 
Entering Unmasked Estep 
Score: -9397201.000000 Penalty: 3680.771484
	Iteration 37Q: 3 clusters Score -9397201 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 80435 members 
Entering Unmasked Estep 
Score: -9397219.000000 Penalty: 3680.771484
	Iteration 38Q: 3 clusters Score -9397219 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 80489 members 
Entering Unmasked Estep 
Score: -9397210.000000 Penalty: 3680.771484
	Iteration 39Q: 3 clusters Score -9397210 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 80549 members 
Entering Unmasked Estep 
Score: -9397252.000000 Penalty: 3680.771484
	Iteration 40F: 3 clusters Score -9397252 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 80589 members 
Entering Unmasked Estep 
Score: -9397258.000000 Penalty: 3680.771484
	Iteration 41Q: 3 clusters Score -9397258 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 80638 members 
Entering Unmasked Estep 
Score: -9397252.000000 Penalty: 3680.771484
	Iteration 42Q: 3 clusters Score -9397252 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 80681 members 
Entering Unmasked Estep 
Score: -9397272.000000 Penalty: 3680.771484
	Iteration 43Q: 3 clusters Score -9397272 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 80714 members 
Entering Unmasked Estep 
Score: -9397293.000000 Penalty: 3680.771484
	Iteration 44Q: 3 clusters Score -9397293 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 80740 members 
Entering Unmasked Estep 
Score: -9397277.000000 Penalty: 3680.771484
	Iteration 45Q: 3 clusters Score -9397277 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 80756 members 
Entering Unmasked Estep 
Score: -9397275.000000 Penalty: 3680.771484
	Iteration 46Q: 3 clusters Score -9397275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 80767 members 
Entering Unmasked Estep 
Score: -9397274.000000 Penalty: 3680.771484
	Iteration 47Q: 3 clusters Score -9397274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 80777 members 
Entering Unmasked Estep 
Score: -9397273.000000 Penalty: 3680.771484
	Iteration 48Q: 3 clusters Score -9397273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 80783 members 
Entering Unmasked Estep 
Score: -9397267.000000 Penalty: 3680.771484
	Iteration 49Q: 3 clusters Score -9397267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 80788 members 
Entering Unmasked Estep 
Score: -9397265.000000 Penalty: 3680.771484
	Iteration 50Q: 3 clusters Score -9397265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 80795 members 
Entering Unmasked Estep 
Score: -9397274.000000 Penalty: 3680.771484
	Iteration 51Q: 3 clusters Score -9397274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 80801 members 
Entering Unmasked Estep 
Score: -9397293.000000 Penalty: 3680.771484
	Iteration 52Q: 3 clusters Score -9397293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 80806 members 
Entering Unmasked Estep 
Score: -9397288.000000 Penalty: 3680.771484
	Iteration 53Q: 3 clusters Score -9397288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 80811 members 
Entering Unmasked Estep 
Score: -9397283.000000 Penalty: 3680.771484
	Iteration 54Q: 3 clusters Score -9397283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 80812 members 
Entering Unmasked Estep 
Score: -9397279.000000 Penalty: 3680.771484
	Iteration 55Q: 3 clusters Score -9397279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 80813 members 
Entering Unmasked Estep 
Score: -9397281.000000 Penalty: 3680.771484
	Iteration 56Q: 3 clusters Score -9397281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 80814 members 
Entering Unmasked Estep 
Score: -9397277.000000 Penalty: 3680.771484
	Iteration 57Q: 3 clusters Score -9397277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 80814 members 
Entering Unmasked Estep 
Score: -9397277.000000 Penalty: 3680.771484
	Iteration 58F: 3 clusters Score -9397277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (45258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45258 members 
Entering Unmasked Estep 
Score: -4973631.500000 Penalty: 1742.021851
	Iteration 0F: 2 clusters Score -4973632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -4943450.500000 Penalty: 3484.043701
	Iteration 0F: 3 clusters Score -4943450 nChanged 21073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -4955414.000000 Penalty: 3484.043701
	Iteration 1F: 3 clusters Score -4955414 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -4955975.500000 Penalty: 3484.043701
	Iteration 2Q: 3 clusters Score -4955976 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -4956646.500000 Penalty: 3484.043701
	Iteration 3Q: 3 clusters Score -4956646 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -4957524.000000 Penalty: 3484.043701
	Iteration 4Q: 3 clusters Score -4957524 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -4958767.000000 Penalty: 3484.043701
	Iteration 5Q: 3 clusters Score -4958767 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -4960448.000000 Penalty: 3484.043701
	Iteration 6F: 3 clusters Score -4960448 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -4962312.500000 Penalty: 3484.043701
	Iteration 7F: 3 clusters Score -4962312 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -4964181.500000 Penalty: 3484.043701
	Iteration 8F: 3 clusters Score -4964182 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -4965540.000000 Penalty: 3484.043701
	Iteration 9F: 3 clusters Score -4965540 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29430 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -4966191.000000 Penalty: 3484.043701
	Iteration 10Q: 3 clusters Score -4966191 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -4966529.500000 Penalty: 3484.043701
	Iteration 11Q: 3 clusters Score -4966530 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -4966822.500000 Penalty: 3484.043701
	Iteration 12Q: 3 clusters Score -4966822 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -4967111.500000 Penalty: 3484.043701
	Iteration 13Q: 3 clusters Score -4967112 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32509 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -4967384.000000 Penalty: 3484.043701
	Iteration 14Q: 3 clusters Score -4967384 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33323 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -4967670.000000 Penalty: 3484.043701
	Iteration 15Q: 3 clusters Score -4967670 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -4968015.000000 Penalty: 3484.043701
	Iteration 16Q: 3 clusters Score -4968015 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35058 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -4968416.000000 Penalty: 3484.043701
	Iteration 17Q: 3 clusters Score -4968416 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35945 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -4968816.500000 Penalty: 3484.043701
	Iteration 18Q: 3 clusters Score -4968816 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36781 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -4969201.500000 Penalty: 3484.043701
	Iteration 19Q: 3 clusters Score -4969202 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37608 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -4969619.500000 Penalty: 3484.043701
	Iteration 20F: 3 clusters Score -4969620 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38388 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -4969985.000000 Penalty: 3484.043701
	Iteration 21Q: 3 clusters Score -4969985 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39095 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -4970331.000000 Penalty: 3484.043701
	Iteration 22Q: 3 clusters Score -4970331 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39730 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -4970632.500000 Penalty: 3484.043701
	Iteration 23Q: 3 clusters Score -4970632 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40306 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -4970914.500000 Penalty: 3484.043701
	Iteration 24Q: 3 clusters Score -4970914 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40826 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -4971116.500000 Penalty: 3484.043701
	Iteration 25Q: 3 clusters Score -4971116 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41266 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -4971301.000000 Penalty: 3484.043701
	Iteration 26Q: 3 clusters Score -4971301 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41692 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -4971493.500000 Penalty: 3484.043701
	Iteration 27Q: 3 clusters Score -4971494 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42035 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -4971644.000000 Penalty: 3484.043701
	Iteration 28Q: 3 clusters Score -4971644 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42328 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -4971742.500000 Penalty: 3484.043701
	Iteration 29Q: 3 clusters Score -4971742 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42562 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -4971846.500000 Penalty: 3484.043701
	Iteration 30Q: 3 clusters Score -4971846 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42752 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -4971922.000000 Penalty: 3484.043701
	Iteration 31Q: 3 clusters Score -4971922 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42923 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -4971973.500000 Penalty: 3484.043701
	Iteration 32Q: 3 clusters Score -4971974 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43052 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -4972016.500000 Penalty: 3484.043701
	Iteration 33Q: 3 clusters Score -4972016 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43154 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -4972045.500000 Penalty: 3484.043701
	Iteration 34Q: 3 clusters Score -4972046 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43238 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -4972058.000000 Penalty: 3484.043701
	Iteration 35Q: 3 clusters Score -4972058 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43320 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -4972080.000000 Penalty: 3484.043701
	Iteration 36Q: 3 clusters Score -4972080 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43388 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -4972101.500000 Penalty: 3484.043701
	Iteration 37Q: 3 clusters Score -4972102 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43446 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -4972109.500000 Penalty: 3484.043701
	Iteration 38Q: 3 clusters Score -4972110 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43497 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -4972118.000000 Penalty: 3484.043701
	Iteration 39Q: 3 clusters Score -4972118 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43549 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -4972132.500000 Penalty: 3484.043701
	Iteration 40F: 3 clusters Score -4972132 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43610 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -4972162.000000 Penalty: 3484.043701
	Iteration 41Q: 3 clusters Score -4972162 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43656 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -4972168.500000 Penalty: 3484.043701
	Iteration 42Q: 3 clusters Score -4972168 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43687 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -4972175.000000 Penalty: 3484.043701
	Iteration 43Q: 3 clusters Score -4972175 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43713 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -4972187.000000 Penalty: 3484.043701
	Iteration 44Q: 3 clusters Score -4972187 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43742 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -4972185.000000 Penalty: 3484.043701
	Iteration 45Q: 3 clusters Score -4972185 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43769 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -4972195.000000 Penalty: 3484.043701
	Iteration 46Q: 3 clusters Score -4972195 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43795 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -4972214.500000 Penalty: 3484.043701
	Iteration 47Q: 3 clusters Score -4972214 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43825 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -4972217.000000 Penalty: 3484.043701
	Iteration 48Q: 3 clusters Score -4972217 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43842 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -4972215.500000 Penalty: 3484.043701
	Iteration 49Q: 3 clusters Score -4972216 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43860 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -4972221.000000 Penalty: 3484.043701
	Iteration 50Q: 3 clusters Score -4972221 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43875 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -4972235.000000 Penalty: 3484.043701
	Iteration 51Q: 3 clusters Score -4972235 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43892 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -4972238.000000 Penalty: 3484.043701
	Iteration 52Q: 3 clusters Score -4972238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43902 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -4972227.000000 Penalty: 3484.043701
	Iteration 53Q: 3 clusters Score -4972227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43911 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -4972227.000000 Penalty: 3484.043701
	Iteration 54Q: 3 clusters Score -4972227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43921 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -4972231.500000 Penalty: 3484.043701
	Iteration 55Q: 3 clusters Score -4972232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43929 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -4972233.500000 Penalty: 3484.043701
	Iteration 56Q: 3 clusters Score -4972234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43939 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -4972245.000000 Penalty: 3484.043701
	Iteration 57Q: 3 clusters Score -4972245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43950 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -4972244.500000 Penalty: 3484.043701
	Iteration 58Q: 3 clusters Score -4972244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43959 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -4972242.500000 Penalty: 3484.043701
	Iteration 59Q: 3 clusters Score -4972242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43969 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -4972244.500000 Penalty: 3484.043701
	Iteration 60F: 3 clusters Score -4972244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43981 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -4972246.500000 Penalty: 3484.043701
	Iteration 61Q: 3 clusters Score -4972246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43987 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -4972244.500000 Penalty: 3484.043701
	Iteration 62Q: 3 clusters Score -4972244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43997 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -4972252.000000 Penalty: 3484.043701
	Iteration 63Q: 3 clusters Score -4972252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44008 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -4972251.500000 Penalty: 3484.043701
	Iteration 64Q: 3 clusters Score -4972252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44020 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -4972248.000000 Penalty: 3484.043701
	Iteration 65Q: 3 clusters Score -4972248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44032 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -4972250.500000 Penalty: 3484.043701
	Iteration 66Q: 3 clusters Score -4972250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44041 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -4972256.000000 Penalty: 3484.043701
	Iteration 67Q: 3 clusters Score -4972256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44052 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -4972254.500000 Penalty: 3484.043701
	Iteration 68Q: 3 clusters Score -4972254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44063 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -4972262.500000 Penalty: 3484.043701
	Iteration 69Q: 3 clusters Score -4972262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44081 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -4972267.500000 Penalty: 3484.043701
	Iteration 70Q: 3 clusters Score -4972268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44098 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -4972275.000000 Penalty: 3484.043701
	Iteration 71Q: 3 clusters Score -4972275 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44115 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4972276.000000 Penalty: 3484.043701
	Iteration 72Q: 3 clusters Score -4972276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44132 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -4972279.500000 Penalty: 3484.043701
	Iteration 73Q: 3 clusters Score -4972280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44144 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -4972286.000000 Penalty: 3484.043701
	Iteration 74Q: 3 clusters Score -4972286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44157 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -4972282.500000 Penalty: 3484.043701
	Iteration 75Q: 3 clusters Score -4972282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44169 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -4972280.000000 Penalty: 3484.043701
	Iteration 76Q: 3 clusters Score -4972280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44181 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -4972283.500000 Penalty: 3484.043701
	Iteration 77Q: 3 clusters Score -4972284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44186 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4972282.000000 Penalty: 3484.043701
	Iteration 78Q: 3 clusters Score -4972282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44192 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -4972286.000000 Penalty: 3484.043701
	Iteration 79Q: 3 clusters Score -4972286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44195 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -4972288.500000 Penalty: 3484.043701
	Iteration 80F: 3 clusters Score -4972288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44199 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -4972290.500000 Penalty: 3484.043701
	Iteration 81Q: 3 clusters Score -4972290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44203 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -4972296.500000 Penalty: 3484.043701
	Iteration 82Q: 3 clusters Score -4972296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44209 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -4972302.500000 Penalty: 3484.043701
	Iteration 83Q: 3 clusters Score -4972302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44217 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -4972302.500000 Penalty: 3484.043701
	Iteration 84Q: 3 clusters Score -4972302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44222 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -4972308.500000 Penalty: 3484.043701
	Iteration 85Q: 3 clusters Score -4972308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44224 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -4972313.000000 Penalty: 3484.043701
	Iteration 86Q: 3 clusters Score -4972313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -4972308.000000 Penalty: 3484.043701
	Iteration 87Q: 3 clusters Score -4972308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44232 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -4972307.000000 Penalty: 3484.043701
	Iteration 88Q: 3 clusters Score -4972307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44234 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4972308.000000 Penalty: 3484.043701
	Iteration 89Q: 3 clusters Score -4972308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44238 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -4972311.000000 Penalty: 3484.043701
	Iteration 90Q: 3 clusters Score -4972311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44241 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -4972311.000000 Penalty: 3484.043701
	Iteration 91Q: 3 clusters Score -4972311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44242 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -4972305.500000 Penalty: 3484.043701
	Iteration 92Q: 3 clusters Score -4972306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44243 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4972309.500000 Penalty: 3484.043701
	Iteration 93Q: 3 clusters Score -4972310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44243 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4972309.500000 Penalty: 3484.043701
	Iteration 94F: 3 clusters Score -4972310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Entering Unmasked Estep 
Score: -321422.093750 Penalty: 1280.200195
	Iteration 0F: 2 clusters Score -321422.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -318916.062500 Penalty: 2560.400391
	Iteration 0F: 3 clusters Score -318916.1 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -319467.437500 Penalty: 2560.400391
	Iteration 1F: 3 clusters Score -319467.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -319580.718750 Penalty: 2560.400391
	Iteration 2F: 3 clusters Score -319580.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -319636.437500 Penalty: 2560.400391
	Iteration 3Q: 3 clusters Score -319636.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -319662.687500 Penalty: 2560.400391
	Iteration 4Q: 3 clusters Score -319662.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -319676.750000 Penalty: 2560.400391
	Iteration 5Q: 3 clusters Score -319676.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -319689.218750 Penalty: 2560.400391
	Iteration 6Q: 3 clusters Score -319689.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -319700.562500 Penalty: 2560.400391
	Iteration 7Q: 3 clusters Score -319700.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -319708.500000 Penalty: 2560.400391
	Iteration 8Q: 3 clusters Score -319708.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -319712.781250 Penalty: 2560.400391
	Iteration 9Q: 3 clusters Score -319712.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -319717.187500 Penalty: 2560.400391
	Iteration 10Q: 3 clusters Score -319717.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -319720.937500 Penalty: 2560.400391
	Iteration 11Q: 3 clusters Score -319720.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -319723.625000 Penalty: 2560.400391
	Iteration 12Q: 3 clusters Score -319723.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -319726.531250 Penalty: 2560.400391
	Iteration 13Q: 3 clusters Score -319726.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -319730.375000 Penalty: 2560.400391
	Iteration 14Q: 3 clusters Score -319730.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -319732.187500 Penalty: 2560.400391
	Iteration 15Q: 3 clusters Score -319732.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -319735.718750 Penalty: 2560.400391
	Iteration 16Q: 3 clusters Score -319735.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -319737.781250 Penalty: 2560.400391
	Iteration 17Q: 3 clusters Score -319737.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -319739.375000 Penalty: 2560.400391
	Iteration 18Q: 3 clusters Score -319739.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -319740.468750 Penalty: 2560.400391
	Iteration 19Q: 3 clusters Score -319740.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -319742.218750 Penalty: 2560.400391
	Iteration 20F: 3 clusters Score -319742.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -319744.000000 Penalty: 2560.400391
	Iteration 21Q: 3 clusters Score -319744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -319744.625000 Penalty: 2560.400391
	Iteration 22Q: 3 clusters Score -319744.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -319744.625000 Penalty: 2560.400391
	Iteration 23F: 3 clusters Score -319744.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Entering Unmasked Estep 
Score: -1180546.875000 Penalty: 1516.296021
	Iteration 0F: 2 clusters Score -1180547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1172511.125000 Penalty: 3032.592041
	Iteration 0F: 3 clusters Score -1172511 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1175387.750000 Penalty: 3032.592041
	Iteration 1F: 3 clusters Score -1175388 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1175830.250000 Penalty: 3032.592041
	Iteration 2F: 3 clusters Score -1175830 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1176218.250000 Penalty: 3032.592041
	Iteration 3F: 3 clusters Score -1176218 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1176632.125000 Penalty: 3032.592041
	Iteration 4F: 3 clusters Score -1176632 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1177051.750000 Penalty: 3032.592041
	Iteration 5F: 3 clusters Score -1177052 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1177492.625000 Penalty: 3032.592041
	Iteration 6F: 3 clusters Score -1177493 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1177871.250000 Penalty: 3032.592041
	Iteration 7F: 3 clusters Score -1177871 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1178148.250000 Penalty: 3032.592041
	Iteration 8Q: 3 clusters Score -1178148 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1178314.875000 Penalty: 3032.592041
	Iteration 9Q: 3 clusters Score -1178315 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1178445.750000 Penalty: 3032.592041
	Iteration 10Q: 3 clusters Score -1178446 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1178551.500000 Penalty: 3032.592041
	Iteration 11Q: 3 clusters Score -1178552 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1178634.000000 Penalty: 3032.592041
	Iteration 12Q: 3 clusters Score -1178634 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1178718.000000 Penalty: 3032.592041
	Iteration 13Q: 3 clusters Score -1178718 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1178788.250000 Penalty: 3032.592041
	Iteration 14Q: 3 clusters Score -1178788 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1178831.875000 Penalty: 3032.592041
	Iteration 15Q: 3 clusters Score -1178832 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1178869.375000 Penalty: 3032.592041
	Iteration 16Q: 3 clusters Score -1178869 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1178896.625000 Penalty: 3032.592041
	Iteration 17Q: 3 clusters Score -1178897 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1178905.625000 Penalty: 3032.592041
	Iteration 18Q: 3 clusters Score -1178906 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1178925.250000 Penalty: 3032.592041
	Iteration 19Q: 3 clusters Score -1178925 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1178933.250000 Penalty: 3032.592041
	Iteration 20F: 3 clusters Score -1178933 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1178944.125000 Penalty: 3032.592041
	Iteration 21Q: 3 clusters Score -1178944 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1178944.375000 Penalty: 3032.592041
	Iteration 22Q: 3 clusters Score -1178944 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1178955.875000 Penalty: 3032.592041
	Iteration 23Q: 3 clusters Score -1178956 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1178962.250000 Penalty: 3032.592041
	Iteration 24Q: 3 clusters Score -1178962 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1178968.875000 Penalty: 3032.592041
	Iteration 25Q: 3 clusters Score -1178969 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1178977.375000 Penalty: 3032.592041
	Iteration 26Q: 3 clusters Score -1178977 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1178988.750000 Penalty: 3032.592041
	Iteration 27Q: 3 clusters Score -1178989 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1178997.750000 Penalty: 3032.592041
	Iteration 28Q: 3 clusters Score -1178998 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1179002.375000 Penalty: 3032.592041
	Iteration 29Q: 3 clusters Score -1179002 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1179011.125000 Penalty: 3032.592041
	Iteration 30Q: 3 clusters Score -1179011 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1179022.750000 Penalty: 3032.592041
	Iteration 31Q: 3 clusters Score -1179023 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1179030.250000 Penalty: 3032.592041
	Iteration 32Q: 3 clusters Score -1179030 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1179044.000000 Penalty: 3032.592041
	Iteration 33Q: 3 clusters Score -1179044 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1179052.875000 Penalty: 3032.592041
	Iteration 34Q: 3 clusters Score -1179053 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1179063.000000 Penalty: 3032.592041
	Iteration 35Q: 3 clusters Score -1179063 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1179075.375000 Penalty: 3032.592041
	Iteration 36Q: 3 clusters Score -1179075 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1179084.750000 Penalty: 3032.592041
	Iteration 37Q: 3 clusters Score -1179085 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1179095.125000 Penalty: 3032.592041
	Iteration 38Q: 3 clusters Score -1179095 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1179105.750000 Penalty: 3032.592041
	Iteration 39Q: 3 clusters Score -1179106 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1179125.875000 Penalty: 3032.592041
	Iteration 40F: 3 clusters Score -1179126 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1179142.375000 Penalty: 3032.592041
	Iteration 41Q: 3 clusters Score -1179142 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1179158.250000 Penalty: 3032.592041
	Iteration 42Q: 3 clusters Score -1179158 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1179176.125000 Penalty: 3032.592041
	Iteration 43Q: 3 clusters Score -1179176 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1179192.625000 Penalty: 3032.592041
	Iteration 44Q: 3 clusters Score -1179193 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1179220.000000 Penalty: 3032.592041
	Iteration 45Q: 3 clusters Score -1179220 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1179251.000000 Penalty: 3032.592041
	Iteration 46Q: 3 clusters Score -1179251 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1179274.125000 Penalty: 3032.592041
	Iteration 47Q: 3 clusters Score -1179274 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1179294.750000 Penalty: 3032.592041
	Iteration 48Q: 3 clusters Score -1179295 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1179319.250000 Penalty: 3032.592041
	Iteration 49Q: 3 clusters Score -1179319 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1179343.875000 Penalty: 3032.592041
	Iteration 50Q: 3 clusters Score -1179344 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1179370.125000 Penalty: 3032.592041
	Iteration 51Q: 3 clusters Score -1179370 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1179391.500000 Penalty: 3032.592041
	Iteration 52Q: 3 clusters Score -1179392 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1179397.625000 Penalty: 3032.592041
	Iteration 53Q: 3 clusters Score -1179398 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1179407.750000 Penalty: 3032.592041
	Iteration 54Q: 3 clusters Score -1179408 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1179417.375000 Penalty: 3032.592041
	Iteration 55Q: 3 clusters Score -1179417 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1179421.375000 Penalty: 3032.592041
	Iteration 56Q: 3 clusters Score -1179421 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1179429.250000 Penalty: 3032.592041
	Iteration 57Q: 3 clusters Score -1179429 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1179436.500000 Penalty: 3032.592041
	Iteration 58Q: 3 clusters Score -1179436 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1179445.250000 Penalty: 3032.592041
	Iteration 59Q: 3 clusters Score -1179445 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1179453.375000 Penalty: 3032.592041
	Iteration 60F: 3 clusters Score -1179453 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1179461.875000 Penalty: 3032.592041
	Iteration 61Q: 3 clusters Score -1179462 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1179464.500000 Penalty: 3032.592041
	Iteration 62Q: 3 clusters Score -1179464 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1179468.500000 Penalty: 3032.592041
	Iteration 63Q: 3 clusters Score -1179468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1179475.125000 Penalty: 3032.592041
	Iteration 64Q: 3 clusters Score -1179475 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1179483.500000 Penalty: 3032.592041
	Iteration 65Q: 3 clusters Score -1179484 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1179487.375000 Penalty: 3032.592041
	Iteration 66Q: 3 clusters Score -1179487 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1179496.250000 Penalty: 3032.592041
	Iteration 67Q: 3 clusters Score -1179496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1179500.000000 Penalty: 3032.592041
	Iteration 68Q: 3 clusters Score -1179500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1179503.375000 Penalty: 3032.592041
	Iteration 69Q: 3 clusters Score -1179503 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1179509.375000 Penalty: 3032.592041
	Iteration 70Q: 3 clusters Score -1179509 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1179517.500000 Penalty: 3032.592041
	Iteration 71Q: 3 clusters Score -1179518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1179519.500000 Penalty: 3032.592041
	Iteration 72Q: 3 clusters Score -1179520 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1179528.625000 Penalty: 3032.592041
	Iteration 73Q: 3 clusters Score -1179529 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1179529.500000 Penalty: 3032.592041
	Iteration 74Q: 3 clusters Score -1179530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1179533.125000 Penalty: 3032.592041
	Iteration 75Q: 3 clusters Score -1179533 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1179539.375000 Penalty: 3032.592041
	Iteration 76Q: 3 clusters Score -1179539 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1179543.000000 Penalty: 3032.592041
	Iteration 77Q: 3 clusters Score -1179543 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1179552.375000 Penalty: 3032.592041
	Iteration 78Q: 3 clusters Score -1179552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1179556.375000 Penalty: 3032.592041
	Iteration 79Q: 3 clusters Score -1179556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1179555.875000 Penalty: 3032.592041
	Iteration 80F: 3 clusters Score -1179556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1179560.250000 Penalty: 3032.592041
	Iteration 81Q: 3 clusters Score -1179560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1179562.875000 Penalty: 3032.592041
	Iteration 82Q: 3 clusters Score -1179563 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1179564.375000 Penalty: 3032.592041
	Iteration 83Q: 3 clusters Score -1179564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1179572.750000 Penalty: 3032.592041
	Iteration 84Q: 3 clusters Score -1179573 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1179575.125000 Penalty: 3032.592041
	Iteration 85Q: 3 clusters Score -1179575 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1179581.125000 Penalty: 3032.592041
	Iteration 86Q: 3 clusters Score -1179581 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1179586.125000 Penalty: 3032.592041
	Iteration 87Q: 3 clusters Score -1179586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1179590.625000 Penalty: 3032.592041
	Iteration 88Q: 3 clusters Score -1179591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1179592.000000 Penalty: 3032.592041
	Iteration 89Q: 3 clusters Score -1179592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1179592.250000 Penalty: 3032.592041
	Iteration 90Q: 3 clusters Score -1179592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1179596.375000 Penalty: 3032.592041
	Iteration 91Q: 3 clusters Score -1179596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1179599.500000 Penalty: 3032.592041
	Iteration 92Q: 3 clusters Score -1179600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1179601.000000 Penalty: 3032.592041
	Iteration 93Q: 3 clusters Score -1179601 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1179602.500000 Penalty: 3032.592041
	Iteration 94Q: 3 clusters Score -1179602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1179604.875000 Penalty: 3032.592041
	Iteration 95Q: 3 clusters Score -1179605 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1179612.250000 Penalty: 3032.592041
	Iteration 96Q: 3 clusters Score -1179612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1179612.125000 Penalty: 3032.592041
	Iteration 97Q: 3 clusters Score -1179612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1179616.000000 Penalty: 3032.592041
	Iteration 98Q: 3 clusters Score -1179616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1179617.375000 Penalty: 3032.592041
	Iteration 99Q: 3 clusters Score -1179617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1179617.750000 Penalty: 3032.592041
	Iteration 100F: 3 clusters Score -1179618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1179622.375000 Penalty: 3032.592041
	Iteration 101Q: 3 clusters Score -1179622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1179625.125000 Penalty: 3032.592041
	Iteration 102Q: 3 clusters Score -1179625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1179626.750000 Penalty: 3032.592041
	Iteration 103Q: 3 clusters Score -1179627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1179626.750000 Penalty: 3032.592041
	Iteration 104Q: 3 clusters Score -1179627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1179628.500000 Penalty: 3032.592041
	Iteration 105Q: 3 clusters Score -1179628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1179630.750000 Penalty: 3032.592041
	Iteration 106Q: 3 clusters Score -1179631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1179630.625000 Penalty: 3032.592041
	Iteration 107Q: 3 clusters Score -1179631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1179632.125000 Penalty: 3032.592041
	Iteration 108Q: 3 clusters Score -1179632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1179634.125000 Penalty: 3032.592041
	Iteration 109Q: 3 clusters Score -1179634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1179635.625000 Penalty: 3032.592041
	Iteration 110Q: 3 clusters Score -1179636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1179638.500000 Penalty: 3032.592041
	Iteration 111Q: 3 clusters Score -1179638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1179638.500000 Penalty: 3032.592041
	Iteration 112Q: 3 clusters Score -1179638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1179644.000000 Penalty: 3032.592041
	Iteration 113Q: 3 clusters Score -1179644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1179644.875000 Penalty: 3032.592041
	Iteration 114Q: 3 clusters Score -1179645 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1179650.750000 Penalty: 3032.592041
	Iteration 115Q: 3 clusters Score -1179651 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1179652.875000 Penalty: 3032.592041
	Iteration 116Q: 3 clusters Score -1179653 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1179655.750000 Penalty: 3032.592041
	Iteration 117Q: 3 clusters Score -1179656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1179658.625000 Penalty: 3032.592041
	Iteration 118Q: 3 clusters Score -1179659 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1179660.375000 Penalty: 3032.592041
	Iteration 119Q: 3 clusters Score -1179660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1179661.000000 Penalty: 3032.592041
	Iteration 120F: 3 clusters Score -1179661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1179660.625000 Penalty: 3032.592041
	Iteration 121Q: 3 clusters Score -1179661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1179662.250000 Penalty: 3032.592041
	Iteration 122Q: 3 clusters Score -1179662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1179661.500000 Penalty: 3032.592041
	Iteration 123Q: 3 clusters Score -1179662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1179662.625000 Penalty: 3032.592041
	Iteration 124Q: 3 clusters Score -1179663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1179665.375000 Penalty: 3032.592041
	Iteration 125Q: 3 clusters Score -1179665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1179664.750000 Penalty: 3032.592041
	Iteration 126Q: 3 clusters Score -1179665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1179666.000000 Penalty: 3032.592041
	Iteration 127Q: 3 clusters Score -1179666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1179665.000000 Penalty: 3032.592041
	Iteration 128Q: 3 clusters Score -1179665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1179665.500000 Penalty: 3032.592041
	Iteration 129Q: 3 clusters Score -1179666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1179663.250000 Penalty: 3032.592041
	Iteration 130Q: 3 clusters Score -1179663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1179665.000000 Penalty: 3032.592041
	Iteration 131Q: 3 clusters Score -1179665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1179665.625000 Penalty: 3032.592041
	Iteration 132Q: 3 clusters Score -1179666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1179666.625000 Penalty: 3032.592041
	Iteration 133Q: 3 clusters Score -1179667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1179666.625000 Penalty: 3032.592041
	Iteration 134F: 3 clusters Score -1179667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (68380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68380 members 
Entering Unmasked Estep 
Score: -8145103.500000 Penalty: 1809.085693
	Iteration 0F: 2 clusters Score -8145104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34083 members 
Mstep: Class 2 contains 34297 members 
Entering Unmasked Estep 
Score: -8099396.500000 Penalty: 3618.171387
	Iteration 0F: 3 clusters Score -8099396 nChanged 32658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32835 members 
Mstep: Class 2 contains 35545 members 
Entering Unmasked Estep 
Score: -8117860.500000 Penalty: 3618.171387
	Iteration 1F: 3 clusters Score -8117860 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 36406 members 
Entering Unmasked Estep 
Score: -8118494.500000 Penalty: 3618.171387
	Iteration 2Q: 3 clusters Score -8118494 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 37736 members 
Entering Unmasked Estep 
Score: -8119058.500000 Penalty: 3618.171387
	Iteration 3Q: 3 clusters Score -8119058 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 39746 members 
Entering Unmasked Estep 
Score: -8120030.500000 Penalty: 3618.171387
	Iteration 4Q: 3 clusters Score -8120030 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25679 members 
Mstep: Class 2 contains 42701 members 
Entering Unmasked Estep 
Score: -8121550.500000 Penalty: 3618.171387
	Iteration 5Q: 3 clusters Score -8121550 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 46660 members 
Entering Unmasked Estep 
Score: -8124021.500000 Penalty: 3618.171387
	Iteration 6F: 3 clusters Score -8124022 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 51828 members 
Entering Unmasked Estep 
Score: -8127902.000000 Penalty: 3618.171387
	Iteration 7F: 3 clusters Score -8127902 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 57485 members 
Entering Unmasked Estep 
Score: -8133049.000000 Penalty: 3618.171387
	Iteration 8F: 3 clusters Score -8133049 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 62404 members 
Entering Unmasked Estep 
Score: -8137882.000000 Penalty: 3618.171387
	Iteration 9F: 3 clusters Score -8137882 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 65568 members 
Entering Unmasked Estep 
Score: -8140997.500000 Penalty: 3618.171387
	Iteration 10Q: 3 clusters Score -8140998 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 67106 members 
Entering Unmasked Estep 
Score: -8142476.000000 Penalty: 3618.171387
	Iteration 11Q: 3 clusters Score -8142476 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 67711 members 
Entering Unmasked Estep 
Score: -8143018.000000 Penalty: 3618.171387
	Iteration 12Q: 3 clusters Score -8143018 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 67955 members 
Entering Unmasked Estep 
Score: -8143252.500000 Penalty: 3618.171387
	Iteration 13Q: 3 clusters Score -8143252 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 68048 members 
Entering Unmasked Estep 
Score: -8143356.500000 Penalty: 3618.171387
	Iteration 14Q: 3 clusters Score -8143356 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 68086 members 
Entering Unmasked Estep 
Score: -8143433.000000 Penalty: 3618.171387
	Iteration 15Q: 3 clusters Score -8143433 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 68108 members 
Entering Unmasked Estep 
Score: -8143473.500000 Penalty: 3618.171387
	Iteration 16Q: 3 clusters Score -8143474 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 68119 members 
Entering Unmasked Estep 
Score: -8143493.000000 Penalty: 3618.171387
	Iteration 17Q: 3 clusters Score -8143493 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 68125 members 
Entering Unmasked Estep 
Score: -8143512.000000 Penalty: 3618.171387
	Iteration 18Q: 3 clusters Score -8143512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 68127 members 
Entering Unmasked Estep 
Score: -8143525.000000 Penalty: 3618.171387
	Iteration 19Q: 3 clusters Score -8143525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 68129 members 
Entering Unmasked Estep 
Score: -8143528.500000 Penalty: 3618.171387
	Iteration 20F: 3 clusters Score -8143528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 68134 members 
Entering Unmasked Estep 
Score: -8143547.000000 Penalty: 3618.171387
	Iteration 21Q: 3 clusters Score -8143547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 68136 members 
Entering Unmasked Estep 
Score: -8143542.000000 Penalty: 3618.171387
	Iteration 22Q: 3 clusters Score -8143542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 68138 members 
Entering Unmasked Estep 
Score: -8143542.500000 Penalty: 3618.171387
	Iteration 23Q: 3 clusters Score -8143542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 68140 members 
Entering Unmasked Estep 
Score: -8143547.000000 Penalty: 3618.171387
	Iteration 24Q: 3 clusters Score -8143547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 68144 members 
Entering Unmasked Estep 
Score: -8143553.500000 Penalty: 3618.171387
	Iteration 25Q: 3 clusters Score -8143554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 68147 members 
Entering Unmasked Estep 
Score: -8143548.500000 Penalty: 3618.171387
	Iteration 26Q: 3 clusters Score -8143548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 68148 members 
Entering Unmasked Estep 
Score: -8143552.000000 Penalty: 3618.171387
	Iteration 27Q: 3 clusters Score -8143552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 68148 members 
Entering Unmasked Estep 
Score: -8143552.000000 Penalty: 3618.171387
	Iteration 28F: 3 clusters Score -8143552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (43797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43797 members 
Entering Unmasked Estep 
Score: -4997990.000000 Penalty: 1736.689575
	Iteration 0F: 2 clusters Score -4997990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -4968717.000000 Penalty: 3473.379150
	Iteration 0F: 3 clusters Score -4968717 nChanged 20482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -4980693.500000 Penalty: 3473.379150
	Iteration 1F: 3 clusters Score -4980694 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -4981442.500000 Penalty: 3473.379150
	Iteration 2Q: 3 clusters Score -4981442 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -4982511.000000 Penalty: 3473.379150
	Iteration 3Q: 3 clusters Score -4982511 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -4984228.000000 Penalty: 3473.379150
	Iteration 4F: 3 clusters Score -4984228 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -4986398.000000 Penalty: 3473.379150
	Iteration 5F: 3 clusters Score -4986398 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
Score: -4988626.000000 Penalty: 3473.379150
	Iteration 6F: 3 clusters Score -4988626 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -4990522.000000 Penalty: 3473.379150
	Iteration 7F: 3 clusters Score -4990522 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -4991700.500000 Penalty: 3473.379150
	Iteration 8Q: 3 clusters Score -4991700 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -4992284.000000 Penalty: 3473.379150
	Iteration 9Q: 3 clusters Score -4992284 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -4992548.000000 Penalty: 3473.379150
	Iteration 10Q: 3 clusters Score -4992548 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
Score: -4992691.000000 Penalty: 3473.379150
	Iteration 11Q: 3 clusters Score -4992691 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -4992786.000000 Penalty: 3473.379150
	Iteration 12Q: 3 clusters Score -4992786 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -4992801.500000 Penalty: 3473.379150
	Iteration 13Q: 3 clusters Score -4992802 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 25209 members 
Entering Unmasked Estep 
Score: -4992851.500000 Penalty: 3473.379150
	Iteration 14Q: 3 clusters Score -4992852 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -4992900.000000 Penalty: 3473.379150
	Iteration 15Q: 3 clusters Score -4992900 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -4992910.500000 Penalty: 3473.379150
	Iteration 16Q: 3 clusters Score -4992910 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -4992933.500000 Penalty: 3473.379150
	Iteration 17Q: 3 clusters Score -4992934 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -4992934.500000 Penalty: 3473.379150
	Iteration 18Q: 3 clusters Score -4992934 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -4992962.500000 Penalty: 3473.379150
	Iteration 19Q: 3 clusters Score -4992962 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -4992956.000000 Penalty: 3473.379150
	Iteration 20F: 3 clusters Score -4992956 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -4992981.000000 Penalty: 3473.379150
	Iteration 21Q: 3 clusters Score -4992981 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -4992978.500000 Penalty: 3473.379150
	Iteration 22Q: 3 clusters Score -4992978 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -4992984.500000 Penalty: 3473.379150
	Iteration 23Q: 3 clusters Score -4992984 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -4992992.500000 Penalty: 3473.379150
	Iteration 24Q: 3 clusters Score -4992992 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 25967 members 
Entering Unmasked Estep 
Score: -4992993.500000 Penalty: 3473.379150
	Iteration 25Q: 3 clusters Score -4992994 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -4993019.000000 Penalty: 3473.379150
	Iteration 26Q: 3 clusters Score -4993019 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -4993031.500000 Penalty: 3473.379150
	Iteration 27Q: 3 clusters Score -4993032 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -4993038.500000 Penalty: 3473.379150
	Iteration 28Q: 3 clusters Score -4993038 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -4993055.500000 Penalty: 3473.379150
	Iteration 29Q: 3 clusters Score -4993056 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 26347 members 
Entering Unmasked Estep 
Score: -4993052.000000 Penalty: 3473.379150
	Iteration 30Q: 3 clusters Score -4993052 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -4993071.500000 Penalty: 3473.379150
	Iteration 31Q: 3 clusters Score -4993072 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 26483 members 
Entering Unmasked Estep 
Score: -4993083.500000 Penalty: 3473.379150
	Iteration 32Q: 3 clusters Score -4993084 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -4993085.000000 Penalty: 3473.379150
	Iteration 33Q: 3 clusters Score -4993085 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -4993082.000000 Penalty: 3473.379150
	Iteration 34Q: 3 clusters Score -4993082 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 26657 members 
Entering Unmasked Estep 
Score: -4993080.500000 Penalty: 3473.379150
	Iteration 35Q: 3 clusters Score -4993080 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -4993084.000000 Penalty: 3473.379150
	Iteration 36Q: 3 clusters Score -4993084 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -4993088.000000 Penalty: 3473.379150
	Iteration 37Q: 3 clusters Score -4993088 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -4993093.000000 Penalty: 3473.379150
	Iteration 38Q: 3 clusters Score -4993093 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -4993086.500000 Penalty: 3473.379150
	Iteration 39Q: 3 clusters Score -4993086 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -4993095.000000 Penalty: 3473.379150
	Iteration 40F: 3 clusters Score -4993095 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 27018 members 
Entering Unmasked Estep 
Score: -4993100.000000 Penalty: 3473.379150
	Iteration 41Q: 3 clusters Score -4993100 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -4993115.000000 Penalty: 3473.379150
	Iteration 42Q: 3 clusters Score -4993115 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -4993111.000000 Penalty: 3473.379150
	Iteration 43Q: 3 clusters Score -4993111 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
Score: -4993123.500000 Penalty: 3473.379150
	Iteration 44Q: 3 clusters Score -4993124 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -4993108.000000 Penalty: 3473.379150
	Iteration 45Q: 3 clusters Score -4993108 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -4993104.000000 Penalty: 3473.379150
	Iteration 46Q: 3 clusters Score -4993104 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 27557 members 
Entering Unmasked Estep 
Score: -4993123.500000 Penalty: 3473.379150
	Iteration 47Q: 3 clusters Score -4993124 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -4993135.500000 Penalty: 3473.379150
	Iteration 48Q: 3 clusters Score -4993136 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 27729 members 
Entering Unmasked Estep 
Score: -4993143.500000 Penalty: 3473.379150
	Iteration 49Q: 3 clusters Score -4993144 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -4993149.500000 Penalty: 3473.379150
	Iteration 50Q: 3 clusters Score -4993150 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 27911 members 
Entering Unmasked Estep 
Score: -4993180.500000 Penalty: 3473.379150
	Iteration 51Q: 3 clusters Score -4993180 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -4993184.000000 Penalty: 3473.379150
	Iteration 52Q: 3 clusters Score -4993184 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -4993176.500000 Penalty: 3473.379150
	Iteration 53Q: 3 clusters Score -4993176 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -4993170.000000 Penalty: 3473.379150
	Iteration 54Q: 3 clusters Score -4993170 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
Score: -4993163.500000 Penalty: 3473.379150
	Iteration 55Q: 3 clusters Score -4993164 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 28435 members 
Entering Unmasked Estep 
Score: -4993178.500000 Penalty: 3473.379150
	Iteration 56Q: 3 clusters Score -4993178 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 28554 members 
Entering Unmasked Estep 
Score: -4993189.500000 Penalty: 3473.379150
	Iteration 57Q: 3 clusters Score -4993190 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
Score: -4993186.000000 Penalty: 3473.379150
	Iteration 58Q: 3 clusters Score -4993186 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -4993237.500000 Penalty: 3473.379150
	Iteration 59Q: 3 clusters Score -4993238 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -4993250.000000 Penalty: 3473.379150
	Iteration 60F: 3 clusters Score -4993250 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 29161 members 
Entering Unmasked Estep 
Score: -4993271.000000 Penalty: 3473.379150
	Iteration 61Q: 3 clusters Score -4993271 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -4993290.000000 Penalty: 3473.379150
	Iteration 62Q: 3 clusters Score -4993290 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 29534 members 
Entering Unmasked Estep 
Score: -4993303.500000 Penalty: 3473.379150
	Iteration 63Q: 3 clusters Score -4993304 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 29715 members 
Entering Unmasked Estep 
Score: -4993331.500000 Penalty: 3473.379150
	Iteration 64Q: 3 clusters Score -4993332 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -4993338.500000 Penalty: 3473.379150
	Iteration 65Q: 3 clusters Score -4993338 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 30069 members 
Entering Unmasked Estep 
Score: -4993361.500000 Penalty: 3473.379150
	Iteration 66Q: 3 clusters Score -4993362 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 30282 members 
Entering Unmasked Estep 
Score: -4993380.500000 Penalty: 3473.379150
	Iteration 67Q: 3 clusters Score -4993380 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 30501 members 
Entering Unmasked Estep 
Score: -4993415.000000 Penalty: 3473.379150
	Iteration 68Q: 3 clusters Score -4993415 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -4993469.000000 Penalty: 3473.379150
	Iteration 69Q: 3 clusters Score -4993469 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -4993489.500000 Penalty: 3473.379150
	Iteration 70Q: 3 clusters Score -4993490 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 31168 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4993494 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -4993518.500000 Penalty: 3473.379150
	Iteration 72Q: 3 clusters Score -4993518 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 31670 members 
Entering Unmasked Estep 
Score: -4993582.500000 Penalty: 3473.379150
	Iteration 73Q: 3 clusters Score -4993582 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
Score: -4993614.500000 Penalty: 3473.379150
	Iteration 74Q: 3 clusters Score -4993614 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4993681 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -4993712.500000 Penalty: 3473.379150
	Iteration 76Q: 3 clusters Score -4993712 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 32857 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4993757 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 33164 members 
Entering Unmasked Estep 
Score: -4993807.000000 Penalty: 3473.379150
	Iteration 78Q: 3 clusters Score -4993807 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4993874 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 33766 members 
Entering Unmasked Estep 
Score: -4993937.500000 Penalty: 3473.379150
	Iteration 80F: 3 clusters Score -4993938 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 34062 members 
Entering Unmasked Estep 
Score: -4993996.500000 Penalty: 3473.379150
	Iteration 81Q: 3 clusters Score -4993996 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 34352 members 
Entering Unmasked Estep 
Score: -4994035.000000 Penalty: 3473.379150
	Iteration 82Q: 3 clusters Score -4994035 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 34629 members 
Entering Unmasked Estep 
Score: -4994079.500000 Penalty: 3473.379150
	Iteration 83Q: 3 clusters Score -4994080 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 34926 members 
Entering Unmasked Estep 
Score: -4994132.000000 Penalty: 3473.379150
	Iteration 84Q: 3 clusters Score -4994132 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 35227 members 
Entering Unmasked Estep 
Score: -4994197.000000 Penalty: 3473.379150
	Iteration 85Q: 3 clusters Score -4994197 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 35528 members 
Entering Unmasked Estep 
Score: -4994260.500000 Penalty: 3473.379150
	Iteration 86Q: 3 clusters Score -4994260 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 35852 members 
Entering Unmasked Estep 
Score: -4994321.500000 Penalty: 3473.379150
	Iteration 87Q: 3 clusters Score -4994322 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 36191 members 
Entering Unmasked Estep 
Score: -4994399.500000 Penalty: 3473.379150
	Iteration 88Q: 3 clusters Score -4994400 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 36525 members 
Entering Unmasked Estep 
Score: -4994514.500000 Penalty: 3473.379150
	Iteration 89Q: 3 clusters Score -4994514 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 36867 members 
Entering Unmasked Estep 
Score: -4994559.000000 Penalty: 3473.379150
	Iteration 90Q: 3 clusters Score -4994559 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 37190 members 
Entering Unmasked Estep 
Score: -4994643.000000 Penalty: 3473.379150
	Iteration 91Q: 3 clusters Score -4994643 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 37495 members 
Entering Unmasked Estep 
Score: -4994727.500000 Penalty: 3473.379150
	Iteration 92Q: 3 clusters Score -4994728 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -4994809.500000 Penalty: 3473.379150
	Iteration 93Q: 3 clusters Score -4994810 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 38154 members 
Entering Unmasked Estep 
Score: -4994897.500000 Penalty: 3473.379150
	Iteration 94Q: 3 clusters Score -4994898 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 38511 members 
Entering Unmasked Estep 
Score: -4995020.000000 Penalty: 3473.379150
	Iteration 95Q: 3 clusters Score -4995020 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 38833 members 
Entering Unmasked Estep 
Score: -4995130.500000 Penalty: 3473.379150
	Iteration 96Q: 3 clusters Score -4995130 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 39172 members 
Entering Unmasked Estep 
Score: -4995221.000000 Penalty: 3473.379150
	Iteration 97Q: 3 clusters Score -4995221 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 39533 members 
Entering Unmasked Estep 
Score: -4995317.000000 Penalty: 3473.379150
	Iteration 98Q: 3 clusters Score -4995317 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 39853 members 
Entering Unmasked Estep 
Score: -4995440.500000 Penalty: 3473.379150
	Iteration 99Q: 3 clusters Score -4995440 nChanged 342
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 40191 members 
Entering Unmasked Estep 
Score: -4995574.500000 Penalty: 3473.379150
	Iteration 100F: 3 clusters Score -4995574 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 40489 members 
Entering Unmasked Estep 
Score: -4995708.000000 Penalty: 3473.379150
	Iteration 101Q: 3 clusters Score -4995708 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 40768 members 
Entering Unmasked Estep 
Score: -4995821.000000 Penalty: 3473.379150
	Iteration 102Q: 3 clusters Score -4995821 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 41014 members 
Entering Unmasked Estep 
Score: -4995900.000000 Penalty: 3473.379150
	Iteration 103Q: 3 clusters Score -4995900 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 41256 members 
Entering Unmasked Estep 
Score: -4995998.500000 Penalty: 3473.379150
	Iteration 104Q: 3 clusters Score -4995998 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 41448 members 
Entering Unmasked Estep 
Score: -4996084.000000 Penalty: 3473.379150
	Iteration 105Q: 3 clusters Score -4996084 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 41641 members 
Entering Unmasked Estep 
Score: -4996138.000000 Penalty: 3473.379150
	Iteration 106Q: 3 clusters Score -4996138 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 41815 members 
Entering Unmasked Estep 
Score: -4996217.000000 Penalty: 3473.379150
	Iteration 107Q: 3 clusters Score -4996217 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 41943 members 
Entering Unmasked Estep 
Score: -4996277.000000 Penalty: 3473.379150
	Iteration 108Q: 3 clusters Score -4996277 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 42067 members 
Entering Unmasked Estep 
Score: -4996334.500000 Penalty: 3473.379150
	Iteration 109Q: 3 clusters Score -4996334 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 42191 members 
Entering Unmasked Estep 
Score: -4996405.500000 Penalty: 3473.379150
	Iteration 110Q: 3 clusters Score -4996406 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 42302 members 
Entering Unmasked Estep 
Score: -4996455.000000 Penalty: 3473.379150
	Iteration 111Q: 3 clusters Score -4996455 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 42396 members 
Entering Unmasked Estep 
Score: -4996521.500000 Penalty: 3473.379150
	Iteration 112Q: 3 clusters Score -4996522 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 42480 members 
Entering Unmasked Estep 
Score: -4996562.500000 Penalty: 3473.379150
	Iteration 113Q: 3 clusters Score -4996562 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 42539 members 
Entering Unmasked Estep 
Score: -4996601.000000 Penalty: 3473.379150
	Iteration 114Q: 3 clusters Score -4996601 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 42591 members 
Entering Unmasked Estep 
Score: -4996633.500000 Penalty: 3473.379150
	Iteration 115Q: 3 clusters Score -4996634 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 42633 members 
Entering Unmasked Estep 
Score: -4996668.500000 Penalty: 3473.379150
	Iteration 116Q: 3 clusters Score -4996668 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 42672 members 
Entering Unmasked Estep 
Score: -4996677.000000 Penalty: 3473.379150
	Iteration 117Q: 3 clusters Score -4996677 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 42687 members 
Entering Unmasked Estep 
Score: -4996680.000000 Penalty: 3473.379150
	Iteration 118Q: 3 clusters Score -4996680 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 42707 members 
Entering Unmasked Estep 
Score: -4996688.500000 Penalty: 3473.379150
	Iteration 119Q: 3 clusters Score -4996688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 42717 members 
Entering Unmasked Estep 
Score: -4996693.500000 Penalty: 3473.379150
	Iteration 120F: 3 clusters Score -4996694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 42722 members 
Entering Unmasked Estep 
Score: -4996698.500000 Penalty: 3473.379150
	Iteration 121Q: 3 clusters Score -4996698 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 42732 members 
Entering Unmasked Estep 
Score: -4996703.500000 Penalty: 3473.379150
	Iteration 122Q: 3 clusters Score -4996704 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 42748 members 
Entering Unmasked Estep 
Score: -4996710.000000 Penalty: 3473.379150
	Iteration 123Q: 3 clusters Score -4996710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 42762 members 
Entering Unmasked Estep 
Score: -4996725.500000 Penalty: 3473.379150
	Iteration 124Q: 3 clusters Score -4996726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 42768 members 
Entering Unmasked Estep 
Score: -4996724.000000 Penalty: 3473.379150
	Iteration 125Q: 3 clusters Score -4996724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 42770 members 
Entering Unmasked Estep 
Score: -4996727.500000 Penalty: 3473.379150
	Iteration 126Q: 3 clusters Score -4996728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 42779 members 
Entering Unmasked Estep 
Score: -4996727.500000 Penalty: 3473.379150
	Iteration 127Q: 3 clusters Score -4996728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 42785 members 
Entering Unmasked Estep 
Score: -4996733.500000 Penalty: 3473.379150
	Iteration 128Q: 3 clusters Score -4996734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 42794 members 
Entering Unmasked Estep 
Score: -4996748.500000 Penalty: 3473.379150
	Iteration 129Q: 3 clusters Score -4996748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 42795 members 
Entering Unmasked Estep 
Score: -4996748.000000 Penalty: 3473.379150
	Iteration 130Q: 3 clusters Score -4996748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 42797 members 
Entering Unmasked Estep 
Score: -4996749.000000 Penalty: 3473.379150
	Iteration 131Q: 3 clusters Score -4996749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 42798 members 
Entering Unmasked Estep 
Score: -4996745.500000 Penalty: 3473.379150
	Iteration 132Q: 3 clusters Score -4996746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 42799 members 
Entering Unmasked Estep 
Score: -4996749.500000 Penalty: 3473.379150
	Iteration 133Q: 3 clusters Score -4996750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 42801 members 
Entering Unmasked Estep 
Score: -4996746.500000 Penalty: 3473.379150
	Iteration 134Q: 3 clusters Score -4996746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 42803 members 
Entering Unmasked Estep 
Score: -4996749.500000 Penalty: 3473.379150
	Iteration 135Q: 3 clusters Score -4996750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 42804 members 
Entering Unmasked Estep 
Score: -4996748.000000 Penalty: 3473.379150
	Iteration 136Q: 3 clusters Score -4996748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 42806 members 
Entering Unmasked Estep 
Score: -4996750.500000 Penalty: 3473.379150
	Iteration 137Q: 3 clusters Score -4996750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 42808 members 
Entering Unmasked Estep 
Score: -4996755.000000 Penalty: 3473.379150
	Iteration 138Q: 3 clusters Score -4996755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 42809 members 
Entering Unmasked Estep 
Score: -4996753.500000 Penalty: 3473.379150
	Iteration 139Q: 3 clusters Score -4996754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 42809 members 
Entering Unmasked Estep 
Score: -4996753.500000 Penalty: 3473.379150
	Iteration 140F: 3 clusters Score -4996754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Entering Unmasked Estep 
Score: -22566.664062 Penalty: 913.315125
	Iteration 0F: 2 clusters Score -22566.66 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 139 members 
Entering Unmasked Estep 
Score: -21773.232422 Penalty: 1826.630249
	Iteration 0F: 3 clusters Score -21773.23 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -21887.761719 Penalty: 1826.630249
	Iteration 1F: 3 clusters Score -21887.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -21936.898438 Penalty: 1826.630249
	Iteration 2F: 3 clusters Score -21936.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -21986.480469 Penalty: 1826.630249
	Iteration 3F: 3 clusters Score -21986.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -22029.271484 Penalty: 1826.630249
	Iteration 4Q: 3 clusters Score -22029.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -22044.679688 Penalty: 1826.630249
	Iteration 5Q: 3 clusters Score -22044.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -22047.093750 Penalty: 1826.630249
	Iteration 6Q: 3 clusters Score -22047.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -22050.369141 Penalty: 1826.630249
	Iteration 7Q: 3 clusters Score -22050.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -22052.207031 Penalty: 1826.630249
	Iteration 8Q: 3 clusters Score -22052.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -22052.207031 Penalty: 1826.630249
	Iteration 9F: 3 clusters Score -22052.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (98719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98719 members 
Entering Unmasked Estep 
Score: -11604719.000000 Penalty: 1868.755249
	Iteration 0F: 2 clusters Score -1.160472e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49267 members 
Mstep: Class 2 contains 49452 members 
Entering Unmasked Estep 
Score: -11539656.000000 Penalty: 3737.510498
	Iteration 0F: 3 clusters Score -1.153966e+07 nChanged 46840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47625 members 
Mstep: Class 2 contains 51094 members 
Entering Unmasked Estep 
Score: -11566488.000000 Penalty: 3737.510498
	Iteration 1F: 3 clusters Score -1.156649e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46689 members 
Mstep: Class 2 contains 52030 members 
Entering Unmasked Estep 
Score: -11566976.000000 Penalty: 3737.510498
	Iteration 2Q: 3 clusters Score -1.156698e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45111 members 
Mstep: Class 2 contains 53608 members 
Entering Unmasked Estep 
Score: -11567664.000000 Penalty: 3737.510498
	Iteration 3Q: 3 clusters Score -1.156766e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42684 members 
Mstep: Class 2 contains 56035 members 
Entering Unmasked Estep 
Score: -11568714.000000 Penalty: 3737.510498
	Iteration 4Q: 3 clusters Score -1.156871e+07 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39077 members 
Mstep: Class 2 contains 59642 members 
Entering Unmasked Estep 
Score: -11570162.000000 Penalty: 3737.510498
	Iteration 5Q: 3 clusters Score -1.157016e+07 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33793 members 
Mstep: Class 2 contains 64926 members 
Entering Unmasked Estep 
Score: -11573058.000000 Penalty: 3737.510498
	Iteration 6F: 3 clusters Score -1.157306e+07 nChanged 7270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 72090 members 
Entering Unmasked Estep 
Score: -11578044.000000 Penalty: 3737.510498
	Iteration 7F: 3 clusters Score -1.157804e+07 nChanged 8695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 80773 members 
Entering Unmasked Estep 
Score: -11585549.000000 Penalty: 3737.510498
	Iteration 8F: 3 clusters Score -1.158555e+07 nChanged 8565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 89338 members 
Entering Unmasked Estep 
Score: -11594204.000000 Penalty: 3737.510498
	Iteration 9F: 3 clusters Score -1.15942e+07 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 95046 members 
Entering Unmasked Estep 
Score: -11599749.000000 Penalty: 3737.510498
	Iteration 10F: 3 clusters Score -1.159975e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 97493 members 
Entering Unmasked Estep 
Score: -11601915.000000 Penalty: 3737.510498
	Iteration 11Q: 3 clusters Score -1.160192e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 98296 members 
Entering Unmasked Estep 
Score: -11602642.000000 Penalty: 3737.510498
	Iteration 12Q: 3 clusters Score -1.160264e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 98489 members 
Entering Unmasked Estep 
Score: -11602864.000000 Penalty: 3737.510498
	Iteration 13Q: 3 clusters Score -1.160286e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 98547 members 
Entering Unmasked Estep 
Score: -11602961.000000 Penalty: 3737.510498
	Iteration 14Q: 3 clusters Score -1.160296e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 98566 members 
Entering Unmasked Estep 
Score: -11603005.000000 Penalty: 3737.510498
	Iteration 15Q: 3 clusters Score -1.1603e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 98574 members 
Entering Unmasked Estep 
Score: -11603026.000000 Penalty: 3737.510498
	Iteration 16Q: 3 clusters Score -1.160303e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 98575 members 
Entering Unmasked Estep 
Score: -11603022.000000 Penalty: 3737.510498
	Iteration 17Q: 3 clusters Score -1.160302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 98576 members 
Entering Unmasked Estep 
Score: -11603034.000000 Penalty: 3737.510498
	Iteration 18Q: 3 clusters Score -1.160303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 98577 members 
Entering Unmasked Estep 
Score: -11603042.000000 Penalty: 3737.510498
	Iteration 19Q: 3 clusters Score -1.160304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 98576 members 
Entering Unmasked Estep 
Score: -11603040.000000 Penalty: 3737.510498
	Iteration 20F: 3 clusters Score -1.160304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 98575 members 
Entering Unmasked Estep 
Score: -11603039.000000 Penalty: 3737.510498
	Iteration 21Q: 3 clusters Score -1.160304e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 98575 members 
Entering Unmasked Estep 
Score: -11603039.000000 Penalty: 3737.510498
	Iteration 22F: 3 clusters Score -1.160304e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (196943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196943 members 
Entering Unmasked Estep 
Score: -22543386.000000 Penalty: 1980.983887
	Iteration 0F: 2 clusters Score -2.254339e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98273 members 
Mstep: Class 2 contains 98670 members 
Entering Unmasked Estep 
Score: -22434788.000000 Penalty: 3961.967773
	Iteration 0F: 3 clusters Score -2.243479e+07 nChanged 95615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91292 members 
Mstep: Class 2 contains 105651 members 
Entering Unmasked Estep 
Score: -22492192.000000 Penalty: 3961.967773
	Iteration 1F: 3 clusters Score -2.249219e+07 nChanged 7446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87322 members 
Mstep: Class 2 contains 109621 members 
Entering Unmasked Estep 
Score: -22494008.000000 Penalty: 3961.967773
	Iteration 2Q: 3 clusters Score -2.249401e+07 nChanged 8962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81554 members 
Mstep: Class 2 contains 115389 members 
Entering Unmasked Estep 
Score: -22497016.000000 Penalty: 3961.967773
	Iteration 3Q: 3 clusters Score -2.249702e+07 nChanged 10772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73736 members 
Mstep: Class 2 contains 123207 members 
Entering Unmasked Estep 
Score: -22501606.000000 Penalty: 3961.967773
	Iteration 4F: 3 clusters Score -2.250161e+07 nChanged 12611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63939 members 
Mstep: Class 2 contains 133004 members 
Entering Unmasked Estep 
Score: -22508484.000000 Penalty: 3961.967773
	Iteration 5F: 3 clusters Score -2.250848e+07 nChanged 13423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53118 members 
Mstep: Class 2 contains 143825 members 
Entering Unmasked Estep 
Score: -22517480.000000 Penalty: 3961.967773
	Iteration 6F: 3 clusters Score -2.251748e+07 nChanged 12471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43719 members 
Mstep: Class 2 contains 153224 members 
Entering Unmasked Estep 
Score: -22526682.000000 Penalty: 3961.967773
	Iteration 7F: 3 clusters Score -2.252668e+07 nChanged 9954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 159402 members 
Entering Unmasked Estep 
Score: -22533378.000000 Penalty: 3961.967773
	Iteration 8F: 3 clusters Score -2.253338e+07 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 162732 members 
Entering Unmasked Estep 
Score: -22536832.000000 Penalty: 3961.967773
	Iteration 9Q: 3 clusters Score -2.253683e+07 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31875 members 
Mstep: Class 2 contains 165068 members 
Entering Unmasked Estep 
Score: -22537896.000000 Penalty: 3961.967773
	Iteration 10Q: 3 clusters Score -2.25379e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29744 members 
Mstep: Class 2 contains 167199 members 
Entering Unmasked Estep 
Score: -22538592.000000 Penalty: 3961.967773
	Iteration 11Q: 3 clusters Score -2.253859e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 169310 members 
Entering Unmasked Estep 
Score: -22539100.000000 Penalty: 3961.967773
	Iteration 12Q: 3 clusters Score -2.25391e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 171404 members 
Entering Unmasked Estep 
Score: -22539304.000000 Penalty: 3961.967773
	Iteration 13Q: 3 clusters Score -2.25393e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 173386 members 
Entering Unmasked Estep 
Score: -22539586.000000 Penalty: 3961.967773
	Iteration 14Q: 3 clusters Score -2.253959e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 175314 members 
Entering Unmasked Estep 
Score: -22539830.000000 Penalty: 3961.967773
	Iteration 15Q: 3 clusters Score -2.253983e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 177189 members 
Entering Unmasked Estep 
Score: -22540076.000000 Penalty: 3961.967773
	Iteration 16Q: 3 clusters Score -2.254008e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 179031 members 
Entering Unmasked Estep 
Score: -22540258.000000 Penalty: 3961.967773
	Iteration 17Q: 3 clusters Score -2.254026e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 180784 members 
Entering Unmasked Estep 
Score: -22540488.000000 Penalty: 3961.967773
	Iteration 18Q: 3 clusters Score -2.254049e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 182458 members 
Entering Unmasked Estep 
Score: -22541436.000000 Penalty: 3961.967773
	Iteration 19Q: 3 clusters Score -2.254144e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 184203 members 
Entering Unmasked Estep 
Score: -22542030.000000 Penalty: 3961.967773
	Iteration 20F: 3 clusters Score -2.254203e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 186003 members 
Entering Unmasked Estep 
Score: -22542590.000000 Penalty: 3961.967773
	Iteration 21Q: 3 clusters Score -2.254259e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 187823 members 
Entering Unmasked Estep 
Score: -22543102.000000 Penalty: 3961.967773
	Iteration 22Q: 3 clusters Score -2.25431e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 189560 members 
Entering Unmasked Estep 
Score: -22543102.000000 Penalty: 3961.967773
	Iteration 23Q: 3 clusters Score -2.25431e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 191083 members 
Entering Unmasked Estep 
Score: -22542862.000000 Penalty: 3961.967773
	Iteration 24Q: 3 clusters Score -2.254286e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 192410 members 
Entering Unmasked Estep 
Score: -22542608.000000 Penalty: 3961.967773
	Iteration 25Q: 3 clusters Score -2.254261e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 193539 members 
Entering Unmasked Estep 
Score: -22542376.000000 Penalty: 3961.967773
	Iteration 26Q: 3 clusters Score -2.254238e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 194403 members 
Entering Unmasked Estep 
Score: -22542160.000000 Penalty: 3961.967773
	Iteration 27Q: 3 clusters Score -2.254216e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 195071 members 
Entering Unmasked Estep 
Score: -22541990.000000 Penalty: 3961.967773
	Iteration 28Q: 3 clusters Score -2.254199e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 195571 members 
Entering Unmasked Estep 
Score: -22541862.000000 Penalty: 3961.967773
	Iteration 29Q: 3 clusters Score -2.254186e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 195905 members 
Entering Unmasked Estep 
Score: -22541802.000000 Penalty: 3961.967773
	Iteration 30Q: 3 clusters Score -2.25418e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 196104 members 
Entering Unmasked Estep 
Score: -22541898.000000 Penalty: 3961.967773
	Iteration 31Q: 3 clusters Score -2.25419e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 196236 members 
Entering Unmasked Estep 
Score: -22541890.000000 Penalty: 3961.967773
	Iteration 32Q: 3 clusters Score -2.254189e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 196334 members 
Entering Unmasked Estep 
Score: -22541884.000000 Penalty: 3961.967773
	Iteration 33Q: 3 clusters Score -2.254188e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 196391 members 
Entering Unmasked Estep 
Score: -22541838.000000 Penalty: 3961.967773
	Iteration 34Q: 3 clusters Score -2.254184e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 196432 members 
Entering Unmasked Estep 
Score: -22541844.000000 Penalty: 3961.967773
	Iteration 35Q: 3 clusters Score -2.254184e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 196463 members 
Entering Unmasked Estep 
Score: -22541872.000000 Penalty: 3961.967773
	Iteration 36Q: 3 clusters Score -2.254187e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 196482 members 
Entering Unmasked Estep 
Score: -22541880.000000 Penalty: 3961.967773
	Iteration 37Q: 3 clusters Score -2.254188e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 196503 members 
Entering Unmasked Estep 
Score: -22541880.000000 Penalty: 3961.967773
	Iteration 38Q: 3 clusters Score -2.254188e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 196521 members 
Entering Unmasked Estep 
Score: -22541894.000000 Penalty: 3961.967773
	Iteration 39Q: 3 clusters Score -2.254189e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 196531 members 
Entering Unmasked Estep 
Score: -22541904.000000 Penalty: 3961.967773
	Iteration 40F: 3 clusters Score -2.25419e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 196537 members 
Entering Unmasked Estep 
Score: -22541896.000000 Penalty: 3961.967773
	Iteration 41Q: 3 clusters Score -2.25419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 196542 members 
Entering Unmasked Estep 
Score: -22541904.000000 Penalty: 3961.967773
	Iteration 42Q: 3 clusters Score -2.25419e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 196545 members 
Entering Unmasked Estep 
Score: -22541916.000000 Penalty: 3961.967773
	Iteration 43Q: 3 clusters Score -2.254192e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 196549 members 
Entering Unmasked Estep 
Score: -22541910.000000 Penalty: 3961.967773
	Iteration 44Q: 3 clusters Score -2.254191e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 196548 members 
Entering Unmasked Estep 
Score: -22541918.000000 Penalty: 3961.967773
	Iteration 45Q: 3 clusters Score -2.254192e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 196549 members 
Entering Unmasked Estep 
Score: -22541916.000000 Penalty: 3961.967773
	Iteration 46Q: 3 clusters Score -2.254192e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 196549 members 
Entering Unmasked Estep 
Score: -22541916.000000 Penalty: 3961.967773
	Iteration 47F: 3 clusters Score -2.254192e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (105161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105161 members 
Entering Unmasked Estep 
Score: -12481823.000000 Penalty: 1879.027710
	Iteration 0F: 2 clusters Score -1.248182e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52496 members 
Mstep: Class 2 contains 52665 members 
Entering Unmasked Estep 
Score: -12413900.000000 Penalty: 3758.055420
	Iteration 0F: 3 clusters Score -1.24139e+07 nChanged 50093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52329 members 
Mstep: Class 2 contains 52832 members 
Entering Unmasked Estep 
Score: -12442747.000000 Penalty: 3758.055420
	Iteration 1F: 3 clusters Score -1.244275e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52298 members 
Mstep: Class 2 contains 52863 members 
Entering Unmasked Estep 
Score: -12443360.000000 Penalty: 3758.055420
	Iteration 2Q: 3 clusters Score -1.244336e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52269 members 
Mstep: Class 2 contains 52892 members 
Entering Unmasked Estep 
Score: -12443992.000000 Penalty: 3758.055420
	Iteration 3Q: 3 clusters Score -1.244399e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52232 members 
Mstep: Class 2 contains 52929 members 
Entering Unmasked Estep 
Score: -12444751.000000 Penalty: 3758.055420
	Iteration 4Q: 3 clusters Score -1.244475e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52195 members 
Mstep: Class 2 contains 52966 members 
Entering Unmasked Estep 
Score: -12445765.000000 Penalty: 3758.055420
	Iteration 5Q: 3 clusters Score -1.244576e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52071 members 
Mstep: Class 2 contains 53090 members 
Entering Unmasked Estep 
Score: -12447367.000000 Penalty: 3758.055420
	Iteration 6Q: 3 clusters Score -1.244737e+07 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51984 members 
Mstep: Class 2 contains 53177 members 
Entering Unmasked Estep 
Score: -12449843.000000 Penalty: 3758.055420
	Iteration 7Q: 3 clusters Score -1.244984e+07 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52138 members 
Mstep: Class 2 contains 53023 members 
Entering Unmasked Estep 
Score: -12453972.000000 Penalty: 3758.055420
	Iteration 8F: 3 clusters Score -1.245397e+07 nChanged 6585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52419 members 
Mstep: Class 2 contains 52742 members 
Entering Unmasked Estep 
Score: -12458817.000000 Penalty: 3758.055420
	Iteration 9F: 3 clusters Score -1.245882e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52911 members 
Mstep: Class 2 contains 52250 members 
Entering Unmasked Estep 
Score: -12461989.000000 Penalty: 3758.055420
	Iteration 10F: 3 clusters Score -1.246199e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53518 members 
Mstep: Class 2 contains 51643 members 
Entering Unmasked Estep 
Score: -12462976.000000 Penalty: 3758.055420
	Iteration 11Q: 3 clusters Score -1.246298e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54251 members 
Mstep: Class 2 contains 50910 members 
Entering Unmasked Estep 
Score: -12463270.000000 Penalty: 3758.055420
	Iteration 12Q: 3 clusters Score -1.246327e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55093 members 
Mstep: Class 2 contains 50068 members 
Entering Unmasked Estep 
Score: -12463379.000000 Penalty: 3758.055420
	Iteration 13Q: 3 clusters Score -1.246338e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55991 members 
Mstep: Class 2 contains 49170 members 
Entering Unmasked Estep 
Score: -12463502.000000 Penalty: 3758.055420
	Iteration 14Q: 3 clusters Score -1.24635e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56965 members 
Mstep: Class 2 contains 48196 members 
Entering Unmasked Estep 
Score: -12463589.000000 Penalty: 3758.055420
	Iteration 15Q: 3 clusters Score -1.246359e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57981 members 
Mstep: Class 2 contains 47180 members 
Entering Unmasked Estep 
Score: -12463699.000000 Penalty: 3758.055420
	Iteration 16Q: 3 clusters Score -1.24637e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59047 members 
Mstep: Class 2 contains 46114 members 
Entering Unmasked Estep 
Score: -12463878.000000 Penalty: 3758.055420
	Iteration 17Q: 3 clusters Score -1.246388e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60221 members 
Mstep: Class 2 contains 44940 members 
Entering Unmasked Estep 
Score: -12464006.000000 Penalty: 3758.055420
	Iteration 18Q: 3 clusters Score -1.246401e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61443 members 
Mstep: Class 2 contains 43718 members 
Entering Unmasked Estep 
Score: -12464158.000000 Penalty: 3758.055420
	Iteration 19Q: 3 clusters Score -1.246416e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62786 members 
Mstep: Class 2 contains 42375 members 
Entering Unmasked Estep 
Score: -12464329.000000 Penalty: 3758.055420
	Iteration 20F: 3 clusters Score -1.246433e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64186 members 
Mstep: Class 2 contains 40975 members 
Entering Unmasked Estep 
Score: -12464433.000000 Penalty: 3758.055420
	Iteration 21Q: 3 clusters Score -1.246443e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65584 members 
Mstep: Class 2 contains 39577 members 
Entering Unmasked Estep 
Score: -12464720.000000 Penalty: 3758.055420
	Iteration 22Q: 3 clusters Score -1.246472e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67090 members 
Mstep: Class 2 contains 38071 members 
Entering Unmasked Estep 
Score: -12464979.000000 Penalty: 3758.055420
	Iteration 23Q: 3 clusters Score -1.246498e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68655 members 
Mstep: Class 2 contains 36506 members 
Entering Unmasked Estep 
Score: -12465292.000000 Penalty: 3758.055420
	Iteration 24Q: 3 clusters Score -1.246529e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70339 members 
Mstep: Class 2 contains 34822 members 
Entering Unmasked Estep 
Score: -12465686.000000 Penalty: 3758.055420
	Iteration 25Q: 3 clusters Score -1.246569e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72107 members 
Mstep: Class 2 contains 33054 members 
Entering Unmasked Estep 
Score: -12466056.000000 Penalty: 3758.055420
	Iteration 26Q: 3 clusters Score -1.246606e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73925 members 
Mstep: Class 2 contains 31236 members 
Entering Unmasked Estep 
Score: -12466561.000000 Penalty: 3758.055420
	Iteration 27Q: 3 clusters Score -1.246656e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75834 members 
Mstep: Class 2 contains 29327 members 
Entering Unmasked Estep 
Score: -12466986.000000 Penalty: 3758.055420
	Iteration 28Q: 3 clusters Score -1.246699e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77796 members 
Mstep: Class 2 contains 27365 members 
Entering Unmasked Estep 
Score: -12467566.000000 Penalty: 3758.055420
	Iteration 29Q: 3 clusters Score -1.246757e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79833 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -12468231.000000 Penalty: 3758.055420
	Iteration 30Q: 3 clusters Score -1.246823e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81928 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -12469024.000000 Penalty: 3758.055420
	Iteration 31Q: 3 clusters Score -1.246902e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83971 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -12469788.000000 Penalty: 3758.055420
	Iteration 32Q: 3 clusters Score -1.246979e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85998 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -12470565.000000 Penalty: 3758.055420
	Iteration 33Q: 3 clusters Score -1.247056e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87968 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -12471357.000000 Penalty: 3758.055420
	Iteration 34Q: 3 clusters Score -1.247136e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89861 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -12472102.000000 Penalty: 3758.055420
	Iteration 35Q: 3 clusters Score -1.24721e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91670 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -12472842.000000 Penalty: 3758.055420
	Iteration 36Q: 3 clusters Score -1.247284e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93435 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -12473729.000000 Penalty: 3758.055420
	Iteration 37Q: 3 clusters Score -1.247373e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95143 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -12474526.000000 Penalty: 3758.055420
	Iteration 38Q: 3 clusters Score -1.247453e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96663 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -12475078.000000 Penalty: 3758.055420
	Iteration 39Q: 3 clusters Score -1.247508e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97983 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -12475740.000000 Penalty: 3758.055420
	Iteration 40F: 3 clusters Score -1.247574e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99227 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -12476405.000000 Penalty: 3758.055420
	Iteration 41Q: 3 clusters Score -1.24764e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100321 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -12477128.000000 Penalty: 3758.055420
	Iteration 42Q: 3 clusters Score -1.247713e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101247 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -12477706.000000 Penalty: 3758.055420
	Iteration 43Q: 3 clusters Score -1.247771e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101983 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -12478187.000000 Penalty: 3758.055420
	Iteration 44Q: 3 clusters Score -1.247819e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102612 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -12478658.000000 Penalty: 3758.055420
	Iteration 45Q: 3 clusters Score -1.247866e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103108 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -12479005.000000 Penalty: 3758.055420
	Iteration 46Q: 3 clusters Score -1.2479e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103477 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -12479310.000000 Penalty: 3758.055420
	Iteration 47Q: 3 clusters Score -1.247931e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103732 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -12479495.000000 Penalty: 3758.055420
	Iteration 48Q: 3 clusters Score -1.24795e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103919 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -12479598.000000 Penalty: 3758.055420
	Iteration 49Q: 3 clusters Score -1.24796e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104054 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -12479675.000000 Penalty: 3758.055420
	Iteration 50Q: 3 clusters Score -1.247968e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104163 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -12479766.000000 Penalty: 3758.055420
	Iteration 51Q: 3 clusters Score -1.247977e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104245 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -12479808.000000 Penalty: 3758.055420
	Iteration 52Q: 3 clusters Score -1.247981e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104315 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -12479846.000000 Penalty: 3758.055420
	Iteration 53Q: 3 clusters Score -1.247985e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104379 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -12479939.000000 Penalty: 3758.055420
	Iteration 54Q: 3 clusters Score -1.247994e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104433 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -12479975.000000 Penalty: 3758.055420
	Iteration 55Q: 3 clusters Score -1.247998e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104473 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -12480017.000000 Penalty: 3758.055420
	Iteration 56Q: 3 clusters Score -1.248002e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104506 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -12480065.000000 Penalty: 3758.055420
	Iteration 57Q: 3 clusters Score -1.248006e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104536 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -12480096.000000 Penalty: 3758.055420
	Iteration 58Q: 3 clusters Score -1.24801e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104551 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -12480112.000000 Penalty: 3758.055420
	Iteration 59Q: 3 clusters Score -1.248011e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104564 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -12480120.000000 Penalty: 3758.055420
	Iteration 60F: 3 clusters Score -1.248012e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104581 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -12480143.000000 Penalty: 3758.055420
	Iteration 61Q: 3 clusters Score -1.248014e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104596 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -12480132.000000 Penalty: 3758.055420
	Iteration 62Q: 3 clusters Score -1.248013e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104604 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -12480143.000000 Penalty: 3758.055420
	Iteration 63Q: 3 clusters Score -1.248014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104608 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -12480148.000000 Penalty: 3758.055420
	Iteration 64Q: 3 clusters Score -1.248015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104610 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -12480160.000000 Penalty: 3758.055420
	Iteration 65Q: 3 clusters Score -1.248016e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104610 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -12480160.000000 Penalty: 3758.055420
	Iteration 66F: 3 clusters Score -1.248016e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Entering Unmasked Estep 
Score: -1265182.125000 Penalty: 1520.504150
	Iteration 0F: 2 clusters Score -1265182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1256969.125000 Penalty: 3041.008301
	Iteration 0F: 3 clusters Score -1256969 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1259708.375000 Penalty: 3041.008301
	Iteration 1F: 3 clusters Score -1259708 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1259954.625000 Penalty: 3041.008301
	Iteration 2F: 3 clusters Score -1259955 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1260188.500000 Penalty: 3041.008301
	Iteration 3Q: 3 clusters Score -1260188 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1260462.125000 Penalty: 3041.008301
	Iteration 4Q: 3 clusters Score -1260462 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1260802.125000 Penalty: 3041.008301
	Iteration 5F: 3 clusters Score -1260802 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1261216.125000 Penalty: 3041.008301
	Iteration 6F: 3 clusters Score -1261216 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1261796.750000 Penalty: 3041.008301
	Iteration 7F: 3 clusters Score -1261797 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1262416.500000 Penalty: 3041.008301
	Iteration 8F: 3 clusters Score -1262416 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1262979.625000 Penalty: 3041.008301
	Iteration 9F: 3 clusters Score -1262980 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1263364.375000 Penalty: 3041.008301
	Iteration 10Q: 3 clusters Score -1263364 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1263570.375000 Penalty: 3041.008301
	Iteration 11Q: 3 clusters Score -1263570 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1263664.625000 Penalty: 3041.008301
	Iteration 12Q: 3 clusters Score -1263665 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1263722.875000 Penalty: 3041.008301
	Iteration 13Q: 3 clusters Score -1263723 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1263762.875000 Penalty: 3041.008301
	Iteration 14Q: 3 clusters Score -1263763 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -1263792.375000 Penalty: 3041.008301
	Iteration 15Q: 3 clusters Score -1263792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1263813.875000 Penalty: 3041.008301
	Iteration 16Q: 3 clusters Score -1263814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1263822.625000 Penalty: 3041.008301
	Iteration 17Q: 3 clusters Score -1263823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1263825.625000 Penalty: 3041.008301
	Iteration 18Q: 3 clusters Score -1263826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1263828.250000 Penalty: 3041.008301
	Iteration 19Q: 3 clusters Score -1263828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1263838.000000 Penalty: 3041.008301
	Iteration 20F: 3 clusters Score -1263838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1263840.875000 Penalty: 3041.008301
	Iteration 21Q: 3 clusters Score -1263841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1263841.250000 Penalty: 3041.008301
	Iteration 22Q: 3 clusters Score -1263841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1263841.250000 Penalty: 3041.008301
	Iteration 23F: 3 clusters Score -1263841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Entering Unmasked Estep 
Score: -1112799.750000 Penalty: 1489.741821
	Iteration 0F: 2 clusters Score -1112800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1105946.750000 Penalty: 2979.483643
	Iteration 0F: 3 clusters Score -1105947 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1108073.750000 Penalty: 2979.483643
	Iteration 1F: 3 clusters Score -1108074 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1108277.375000 Penalty: 2979.483643
	Iteration 2F: 3 clusters Score -1108277 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1108441.125000 Penalty: 2979.483643
	Iteration 3Q: 3 clusters Score -1108441 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1108585.375000 Penalty: 2979.483643
	Iteration 4Q: 3 clusters Score -1108585 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1108727.500000 Penalty: 2979.483643
	Iteration 5Q: 3 clusters Score -1108728 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1108891.375000 Penalty: 2979.483643
	Iteration 6Q: 3 clusters Score -1108891 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1109126.750000 Penalty: 2979.483643
	Iteration 7Q: 3 clusters Score -1109127 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1109425.500000 Penalty: 2979.483643
	Iteration 8Q: 3 clusters Score -1109426 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1109800.000000 Penalty: 2979.483643
	Iteration 9F: 3 clusters Score -1109800 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1110223.625000 Penalty: 2979.483643
	Iteration 10F: 3 clusters Score -1110224 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1110630.125000 Penalty: 2979.483643
	Iteration 11F: 3 clusters Score -1110630 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1110965.000000 Penalty: 2979.483643
	Iteration 12Q: 3 clusters Score -1110965 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1111182.375000 Penalty: 2979.483643
	Iteration 13Q: 3 clusters Score -1111182 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1111330.375000 Penalty: 2979.483643
	Iteration 14Q: 3 clusters Score -1111330 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1111436.500000 Penalty: 2979.483643
	Iteration 15Q: 3 clusters Score -1111436 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1111521.000000 Penalty: 2979.483643
	Iteration 16Q: 3 clusters Score -1111521 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1111558.000000 Penalty: 2979.483643
	Iteration 17Q: 3 clusters Score -1111558 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1111581.250000 Penalty: 2979.483643
	Iteration 18Q: 3 clusters Score -1111581 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1111595.375000 Penalty: 2979.483643
	Iteration 19Q: 3 clusters Score -1111595 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1111610.250000 Penalty: 2979.483643
	Iteration 20F: 3 clusters Score -1111610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1111618.000000 Penalty: 2979.483643
	Iteration 21Q: 3 clusters Score -1111618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1111626.125000 Penalty: 2979.483643
	Iteration 22Q: 3 clusters Score -1111626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1111631.375000 Penalty: 2979.483643
	Iteration 23Q: 3 clusters Score -1111631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1111633.125000 Penalty: 2979.483643
	Iteration 24Q: 3 clusters Score -1111633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1111634.000000 Penalty: 2979.483643
	Iteration 25Q: 3 clusters Score -1111634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1111637.125000 Penalty: 2979.483643
	Iteration 26Q: 3 clusters Score -1111637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1111635.875000 Penalty: 2979.483643
	Iteration 27Q: 3 clusters Score -1111636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1111637.000000 Penalty: 2979.483643
	Iteration 28Q: 3 clusters Score -1111637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1111637.000000 Penalty: 2979.483643
	Iteration 29F: 3 clusters Score -1111637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -6860.855957 Penalty: 836.467834
	Iteration 0F: 2 clusters Score -6860.856 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 98 members 
Entering Unmasked Estep 
Score: -6191.720215 Penalty: 1672.935669
	Iteration 0F: 3 clusters Score -6191.72 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -6281.339844 Penalty: 1672.935669
	Iteration 1F: 3 clusters Score -6281.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -6322.354004 Penalty: 1672.935669
	Iteration 2F: 3 clusters Score -6322.354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -6353.510742 Penalty: 1672.935669
	Iteration 3Q: 3 clusters Score -6353.511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -6373.342773 Penalty: 1672.935669
	Iteration 4Q: 3 clusters Score -6373.343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -6388.810059 Penalty: 1672.935669
	Iteration 5Q: 3 clusters Score -6388.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -6424.040039 Penalty: 1672.935669
	Iteration 6Q: 3 clusters Score -6424.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -6424.040039 Penalty: 1672.935669
	Iteration 7F: 3 clusters Score -6424.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Entering Unmasked Estep 
Score: -67595.523438 Penalty: 1049.988525
	Iteration 0F: 2 clusters Score -67595.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -66400.078125 Penalty: 2099.977051
	Iteration 0F: 3 clusters Score -66400.08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -66569.429688 Penalty: 2099.977051
	Iteration 1F: 3 clusters Score -66569.43 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -66633.226562 Penalty: 2099.977051
	Iteration 2F: 3 clusters Score -66633.23 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -66675.093750 Penalty: 2099.977051
	Iteration 3Q: 3 clusters Score -66675.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -66711.835938 Penalty: 2099.977051
	Iteration 4Q: 3 clusters Score -66711.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -66725.929688 Penalty: 2099.977051
	Iteration 5Q: 3 clusters Score -66725.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -66729.351562 Penalty: 2099.977051
	Iteration 6Q: 3 clusters Score -66729.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -66733.718750 Penalty: 2099.977051
	Iteration 7Q: 3 clusters Score -66733.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -66734.531250 Penalty: 2099.977051
	Iteration 8Q: 3 clusters Score -66734.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -66734.531250 Penalty: 2099.977051
	Iteration 9F: 3 clusters Score -66734.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (69047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69047 members 
Entering Unmasked Estep 
Score: -8227668.500000 Penalty: 1810.663208
	Iteration 0F: 2 clusters Score -8227668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34618 members 
Mstep: Class 2 contains 34429 members 
Entering Unmasked Estep 
Score: -8181831.500000 Penalty: 3621.326416
	Iteration 0F: 3 clusters Score -8181832 nChanged 32741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35943 members 
Mstep: Class 2 contains 33104 members 
Entering Unmasked Estep 
Score: -8201096.000000 Penalty: 3621.326416
	Iteration 1F: 3 clusters Score -8201096 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36332 members 
Mstep: Class 2 contains 32715 members 
Entering Unmasked Estep 
Score: -8202804.500000 Penalty: 3621.326416
	Iteration 2Q: 3 clusters Score -8202804 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36551 members 
Mstep: Class 2 contains 32496 members 
Entering Unmasked Estep 
Score: -8206282.500000 Penalty: 3621.326416
	Iteration 3F: 3 clusters Score -8206282 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36627 members 
Mstep: Class 2 contains 32420 members 
Entering Unmasked Estep 
Score: -8212968.500000 Penalty: 3621.326416
	Iteration 4F: 3 clusters Score -8212968 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36325 members 
Mstep: Class 2 contains 32722 members 
Entering Unmasked Estep 
Score: -8220868.000000 Penalty: 3621.326416
	Iteration 5F: 3 clusters Score -8220868 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 33119 members 
Entering Unmasked Estep 
Score: -8223867.000000 Penalty: 3621.326416
	Iteration 6F: 3 clusters Score -8223867 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35802 members 
Mstep: Class 2 contains 33245 members 
Entering Unmasked Estep 
Score: -8224809.500000 Penalty: 3621.326416
	Iteration 7Q: 3 clusters Score -8224810 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35423 members 
Mstep: Class 2 contains 33624 members 
Entering Unmasked Estep 
Score: -8225282.500000 Penalty: 3621.326416
	Iteration 8Q: 3 clusters Score -8225282 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 33890 members 
Entering Unmasked Estep 
Score: -8225440.000000 Penalty: 3621.326416
	Iteration 9Q: 3 clusters Score -8225440 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 33913 members 
Entering Unmasked Estep 
Score: -8225553.500000 Penalty: 3621.326416
	Iteration 10Q: 3 clusters Score -8225554 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35060 members 
Mstep: Class 2 contains 33987 members 
Entering Unmasked Estep 
Score: -8225641.000000 Penalty: 3621.326416
	Iteration 11Q: 3 clusters Score -8225641 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34794 members 
Mstep: Class 2 contains 34253 members 
Entering Unmasked Estep 
Score: -8225694.000000 Penalty: 3621.326416
	Iteration 12Q: 3 clusters Score -8225694 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34541 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -8225732.500000 Penalty: 3621.326416
	Iteration 13Q: 3 clusters Score -8225732 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34367 members 
Mstep: Class 2 contains 34680 members 
Entering Unmasked Estep 
Score: -8225749.000000 Penalty: 3621.326416
	Iteration 14Q: 3 clusters Score -8225749 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34234 members 
Mstep: Class 2 contains 34813 members 
Entering Unmasked Estep 
Score: -8225731.500000 Penalty: 3621.326416
	Iteration 15Q: 3 clusters Score -8225732 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 34966 members 
Entering Unmasked Estep 
Score: -8225728.500000 Penalty: 3621.326416
	Iteration 16Q: 3 clusters Score -8225728 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -8225743.500000 Penalty: 3621.326416
	Iteration 17Q: 3 clusters Score -8225744 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -8225775.000000 Penalty: 3621.326416
	Iteration 18Q: 3 clusters Score -8225775 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33435 members 
Mstep: Class 2 contains 35612 members 
Entering Unmasked Estep 
Score: -8225773.000000 Penalty: 3621.326416
	Iteration 19Q: 3 clusters Score -8225773 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33355 members 
Mstep: Class 2 contains 35692 members 
Entering Unmasked Estep 
Score: -8225722.500000 Penalty: 3621.326416
	Iteration 20F: 3 clusters Score -8225722 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33292 members 
Mstep: Class 2 contains 35755 members 
Entering Unmasked Estep 
Score: -8225739.500000 Penalty: 3621.326416
	Iteration 21Q: 3 clusters Score -8225740 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -8225759.000000 Penalty: 3621.326416
	Iteration 22Q: 3 clusters Score -8225759 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32897 members 
Mstep: Class 2 contains 36150 members 
Entering Unmasked Estep 
Score: -8225706.500000 Penalty: 3621.326416
	Iteration 23Q: 3 clusters Score -8225706 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 36324 members 
Entering Unmasked Estep 
Score: -8225738.000000 Penalty: 3621.326416
	Iteration 24Q: 3 clusters Score -8225738 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32525 members 
Mstep: Class 2 contains 36522 members 
Entering Unmasked Estep 
Score: -8225708.000000 Penalty: 3621.326416
	Iteration 25Q: 3 clusters Score -8225708 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32397 members 
Mstep: Class 2 contains 36650 members 
Entering Unmasked Estep 
Score: -8225730.000000 Penalty: 3621.326416
	Iteration 26Q: 3 clusters Score -8225730 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32343 members 
Mstep: Class 2 contains 36704 members 
Entering Unmasked Estep 
Score: -8225741.500000 Penalty: 3621.326416
	Iteration 27Q: 3 clusters Score -8225742 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32102 members 
Mstep: Class 2 contains 36945 members 
Entering Unmasked Estep 
Score: -8225735.500000 Penalty: 3621.326416
	Iteration 28Q: 3 clusters Score -8225736 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31984 members 
Mstep: Class 2 contains 37063 members 
Entering Unmasked Estep 
Score: -8225743.000000 Penalty: 3621.326416
	Iteration 29Q: 3 clusters Score -8225743 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31766 members 
Mstep: Class 2 contains 37281 members 
Entering Unmasked Estep 
Score: -8225734.500000 Penalty: 3621.326416
	Iteration 30Q: 3 clusters Score -8225734 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 37400 members 
Entering Unmasked Estep 
Score: -8225716.000000 Penalty: 3621.326416
	Iteration 31Q: 3 clusters Score -8225716 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31614 members 
Mstep: Class 2 contains 37433 members 
Entering Unmasked Estep 
Score: -8225706.500000 Penalty: 3621.326416
	Iteration 32Q: 3 clusters Score -8225706 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 37625 members 
Entering Unmasked Estep 
Score: -8225743.500000 Penalty: 3621.326416
	Iteration 33Q: 3 clusters Score -8225744 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 37931 members 
Entering Unmasked Estep 
Score: -8225700.000000 Penalty: 3621.326416
	Iteration 34Q: 3 clusters Score -8225700 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30992 members 
Mstep: Class 2 contains 38055 members 
Entering Unmasked Estep 
Score: -8225714.000000 Penalty: 3621.326416
	Iteration 35Q: 3 clusters Score -8225714 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 38217 members 
Entering Unmasked Estep 
Score: -8225709.000000 Penalty: 3621.326416
	Iteration 36Q: 3 clusters Score -8225709 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 38335 members 
Entering Unmasked Estep 
Score: -8225707.000000 Penalty: 3621.326416
	Iteration 37Q: 3 clusters Score -8225707 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30629 members 
Mstep: Class 2 contains 38418 members 
Entering Unmasked Estep 
Score: -8225693.500000 Penalty: 3621.326416
	Iteration 38Q: 3 clusters Score -8225694 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30513 members 
Mstep: Class 2 contains 38534 members 
Entering Unmasked Estep 
Score: -8225689.500000 Penalty: 3621.326416
	Iteration 39Q: 3 clusters Score -8225690 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30463 members 
Mstep: Class 2 contains 38584 members 
Entering Unmasked Estep 
Score: -8225672.000000 Penalty: 3621.326416
	Iteration 40F: 3 clusters Score -8225672 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30479 members 
Mstep: Class 2 contains 38568 members 
Entering Unmasked Estep 
Score: -8225684.500000 Penalty: 3621.326416
	Iteration 41Q: 3 clusters Score -8225684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 38574 members 
Entering Unmasked Estep 
Score: -8225687.500000 Penalty: 3621.326416
	Iteration 42Q: 3 clusters Score -8225688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30474 members 
Mstep: Class 2 contains 38573 members 
Entering Unmasked Estep 
Score: -8225692.000000 Penalty: 3621.326416
	Iteration 43Q: 3 clusters Score -8225692 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30450 members 
Mstep: Class 2 contains 38597 members 
Entering Unmasked Estep 
Score: -8225689.000000 Penalty: 3621.326416
	Iteration 44Q: 3 clusters Score -8225689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 38588 members 
Entering Unmasked Estep 
Score: -8225693.500000 Penalty: 3621.326416
	Iteration 45Q: 3 clusters Score -8225694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30455 members 
Mstep: Class 2 contains 38592 members 
Entering Unmasked Estep 
Score: -8225674.500000 Penalty: 3621.326416
	Iteration 46Q: 3 clusters Score -8225674 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 38566 members 
Entering Unmasked Estep 
Score: -8225671.000000 Penalty: 3621.326416
	Iteration 47Q: 3 clusters Score -8225671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 38565 members 
Entering Unmasked Estep 
Score: -8225675.000000 Penalty: 3621.326416
	Iteration 48Q: 3 clusters Score -8225675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 38558 members 
Entering Unmasked Estep 
Score: -8225679.000000 Penalty: 3621.326416
	Iteration 49Q: 3 clusters Score -8225679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 38558 members 
Entering Unmasked Estep 
Score: -8225679.000000 Penalty: 3621.326416
	Iteration 50F: 3 clusters Score -8225679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Entering Unmasked Estep 
Score: -2367845.000000 Penalty: 1605.169312
	Iteration 0F: 2 clusters Score -2367845 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -2354450.500000 Penalty: 3210.338623
	Iteration 0F: 3 clusters Score -2354450 nChanged 8861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -2359236.000000 Penalty: 3210.338623
	Iteration 1F: 3 clusters Score -2359236 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -2359620.500000 Penalty: 3210.338623
	Iteration 2Q: 3 clusters Score -2359620 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -2360010.500000 Penalty: 3210.338623
	Iteration 3Q: 3 clusters Score -2360010 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -2360422.500000 Penalty: 3210.338623
	Iteration 4Q: 3 clusters Score -2360422 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -2360975.500000 Penalty: 3210.338623
	Iteration 5F: 3 clusters Score -2360976 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -2361753.750000 Penalty: 3210.338623
	Iteration 6F: 3 clusters Score -2361754 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -2362747.750000 Penalty: 3210.338623
	Iteration 7F: 3 clusters Score -2362748 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -2363796.500000 Penalty: 3210.338623
	Iteration 8F: 3 clusters Score -2363796 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2364731.000000 Penalty: 3210.338623
	Iteration 9F: 3 clusters Score -2364731 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2365444.500000 Penalty: 3210.338623
	Iteration 10Q: 3 clusters Score -2365444 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2365880.000000 Penalty: 3210.338623
	Iteration 11Q: 3 clusters Score -2365880 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2366116.000000 Penalty: 3210.338623
	Iteration 12Q: 3 clusters Score -2366116 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2366232.750000 Penalty: 3210.338623
	Iteration 13Q: 3 clusters Score -2366233 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2366299.000000 Penalty: 3210.338623
	Iteration 14Q: 3 clusters Score -2366299 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2366347.000000 Penalty: 3210.338623
	Iteration 15Q: 3 clusters Score -2366347 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2366378.500000 Penalty: 3210.338623
	Iteration 16Q: 3 clusters Score -2366378 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2366397.750000 Penalty: 3210.338623
	Iteration 17Q: 3 clusters Score -2366398 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2366418.000000 Penalty: 3210.338623
	Iteration 18Q: 3 clusters Score -2366418 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2366439.000000 Penalty: 3210.338623
	Iteration 19Q: 3 clusters Score -2366439 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2366447.750000 Penalty: 3210.338623
	Iteration 20F: 3 clusters Score -2366448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2366460.000000 Penalty: 3210.338623
	Iteration 21Q: 3 clusters Score -2366460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2366467.500000 Penalty: 3210.338623
	Iteration 22Q: 3 clusters Score -2366468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2366475.500000 Penalty: 3210.338623
	Iteration 23Q: 3 clusters Score -2366476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2366481.000000 Penalty: 3210.338623
	Iteration 24Q: 3 clusters Score -2366481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2366485.000000 Penalty: 3210.338623
	Iteration 25Q: 3 clusters Score -2366485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2366489.250000 Penalty: 3210.338623
	Iteration 26Q: 3 clusters Score -2366489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2366489.000000 Penalty: 3210.338623
	Iteration 27Q: 3 clusters Score -2366489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2366490.000000 Penalty: 3210.338623
	Iteration 28Q: 3 clusters Score -2366490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2366491.250000 Penalty: 3210.338623
	Iteration 29Q: 3 clusters Score -2366491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2366491.250000 Penalty: 3210.338623
	Iteration 30F: 3 clusters Score -2366491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Entering Unmasked Estep 
Score: -1905683.875000 Penalty: 1572.302490
	Iteration 0F: 2 clusters Score -1905684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1894733.250000 Penalty: 3144.604980
	Iteration 0F: 3 clusters Score -1894733 nChanged 7072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1898535.250000 Penalty: 3144.604980
	Iteration 1F: 3 clusters Score -1898535 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1898825.375000 Penalty: 3144.604980
	Iteration 2Q: 3 clusters Score -1898825 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1899132.875000 Penalty: 3144.604980
	Iteration 3Q: 3 clusters Score -1899133 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1899494.125000 Penalty: 3144.604980
	Iteration 4Q: 3 clusters Score -1899494 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1899977.875000 Penalty: 3144.604980
	Iteration 5F: 3 clusters Score -1899978 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1900660.000000 Penalty: 3144.604980
	Iteration 6F: 3 clusters Score -1900660 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1901568.500000 Penalty: 3144.604980
	Iteration 7F: 3 clusters Score -1901568 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1902516.625000 Penalty: 3144.604980
	Iteration 8F: 3 clusters Score -1902517 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1903222.625000 Penalty: 3144.604980
	Iteration 9Q: 3 clusters Score -1903223 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1903643.250000 Penalty: 3144.604980
	Iteration 10Q: 3 clusters Score -1903643 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1903912.750000 Penalty: 3144.604980
	Iteration 11Q: 3 clusters Score -1903913 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1904071.500000 Penalty: 3144.604980
	Iteration 12Q: 3 clusters Score -1904072 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1904164.250000 Penalty: 3144.604980
	Iteration 13Q: 3 clusters Score -1904164 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1904217.625000 Penalty: 3144.604980
	Iteration 14Q: 3 clusters Score -1904218 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1904249.750000 Penalty: 3144.604980
	Iteration 15Q: 3 clusters Score -1904250 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1904266.375000 Penalty: 3144.604980
	Iteration 16Q: 3 clusters Score -1904266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1904284.750000 Penalty: 3144.604980
	Iteration 17Q: 3 clusters Score -1904285 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1904300.375000 Penalty: 3144.604980
	Iteration 18Q: 3 clusters Score -1904300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1904308.000000 Penalty: 3144.604980
	Iteration 19Q: 3 clusters Score -1904308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1904310.625000 Penalty: 3144.604980
	Iteration 20F: 3 clusters Score -1904311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1904309.750000 Penalty: 3144.604980
	Iteration 21Q: 3 clusters Score -1904310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1904309.750000 Penalty: 3144.604980
	Iteration 22F: 3 clusters Score -1904310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -1464154.875000 Penalty: 1538.323975
	Iteration 0F: 2 clusters Score -1464155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1455014.250000 Penalty: 3076.647949
	Iteration 0F: 3 clusters Score -1455014 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1458098.500000 Penalty: 3076.647949
	Iteration 1F: 3 clusters Score -1458098 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1458455.375000 Penalty: 3076.647949
	Iteration 2F: 3 clusters Score -1458455 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1458825.625000 Penalty: 3076.647949
	Iteration 3F: 3 clusters Score -1458826 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1459238.750000 Penalty: 3076.647949
	Iteration 4F: 3 clusters Score -1459239 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1459678.750000 Penalty: 3076.647949
	Iteration 5F: 3 clusters Score -1459679 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1460105.875000 Penalty: 3076.647949
	Iteration 6F: 3 clusters Score -1460106 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1460487.000000 Penalty: 3076.647949
	Iteration 7Q: 3 clusters Score -1460487 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1460824.500000 Penalty: 3076.647949
	Iteration 8Q: 3 clusters Score -1460824 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1461076.625000 Penalty: 3076.647949
	Iteration 9Q: 3 clusters Score -1461077 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1461235.250000 Penalty: 3076.647949
	Iteration 10Q: 3 clusters Score -1461235 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1461341.250000 Penalty: 3076.647949
	Iteration 11Q: 3 clusters Score -1461341 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1461422.125000 Penalty: 3076.647949
	Iteration 12Q: 3 clusters Score -1461422 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1461481.125000 Penalty: 3076.647949
	Iteration 13Q: 3 clusters Score -1461481 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1461514.875000 Penalty: 3076.647949
	Iteration 14Q: 3 clusters Score -1461515 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1461539.750000 Penalty: 3076.647949
	Iteration 15Q: 3 clusters Score -1461540 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1461567.125000 Penalty: 3076.647949
	Iteration 16Q: 3 clusters Score -1461567 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1461587.875000 Penalty: 3076.647949
	Iteration 17Q: 3 clusters Score -1461588 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1461611.375000 Penalty: 3076.647949
	Iteration 18Q: 3 clusters Score -1461611 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1461630.875000 Penalty: 3076.647949
	Iteration 19Q: 3 clusters Score -1461631 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1461652.875000 Penalty: 3076.647949
	Iteration 20F: 3 clusters Score -1461653 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1461673.000000 Penalty: 3076.647949
	Iteration 21Q: 3 clusters Score -1461673 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1461687.625000 Penalty: 3076.647949
	Iteration 22Q: 3 clusters Score -1461688 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1461709.875000 Penalty: 3076.647949
	Iteration 23Q: 3 clusters Score -1461710 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1461733.875000 Penalty: 3076.647949
	Iteration 24Q: 3 clusters Score -1461734 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1461750.625000 Penalty: 3076.647949
	Iteration 25Q: 3 clusters Score -1461751 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1461770.750000 Penalty: 3076.647949
	Iteration 26Q: 3 clusters Score -1461771 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1461795.625000 Penalty: 3076.647949
	Iteration 27Q: 3 clusters Score -1461796 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1461821.250000 Penalty: 3076.647949
	Iteration 28Q: 3 clusters Score -1461821 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1461850.000000 Penalty: 3076.647949
	Iteration 29Q: 3 clusters Score -1461850 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1461892.875000 Penalty: 3076.647949
	Iteration 30Q: 3 clusters Score -1461893 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1461931.625000 Penalty: 3076.647949
	Iteration 31Q: 3 clusters Score -1461932 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1461983.000000 Penalty: 3076.647949
	Iteration 32Q: 3 clusters Score -1461983 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1462040.250000 Penalty: 3076.647949
	Iteration 33Q: 3 clusters Score -1462040 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1462092.125000 Penalty: 3076.647949
	Iteration 34Q: 3 clusters Score -1462092 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1462147.750000 Penalty: 3076.647949
	Iteration 35Q: 3 clusters Score -1462148 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1462194.375000 Penalty: 3076.647949
	Iteration 36Q: 3 clusters Score -1462194 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1462236.750000 Penalty: 3076.647949
	Iteration 37Q: 3 clusters Score -1462237 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1462283.500000 Penalty: 3076.647949
	Iteration 38Q: 3 clusters Score -1462284 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1462329.375000 Penalty: 3076.647949
	Iteration 39Q: 3 clusters Score -1462329 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1462374.000000 Penalty: 3076.647949
	Iteration 40F: 3 clusters Score -1462374 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1462423.250000 Penalty: 3076.647949
	Iteration 41Q: 3 clusters Score -1462423 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1462473.625000 Penalty: 3076.647949
	Iteration 42Q: 3 clusters Score -1462474 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1462504.750000 Penalty: 3076.647949
	Iteration 43Q: 3 clusters Score -1462505 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1462526.250000 Penalty: 3076.647949
	Iteration 44Q: 3 clusters Score -1462526 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1462549.500000 Penalty: 3076.647949
	Iteration 45Q: 3 clusters Score -1462550 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1462570.125000 Penalty: 3076.647949
	Iteration 46Q: 3 clusters Score -1462570 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1462582.875000 Penalty: 3076.647949
	Iteration 47Q: 3 clusters Score -1462583 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1462599.875000 Penalty: 3076.647949
	Iteration 48Q: 3 clusters Score -1462600 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1462620.625000 Penalty: 3076.647949
	Iteration 49Q: 3 clusters Score -1462621 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1462639.750000 Penalty: 3076.647949
	Iteration 50Q: 3 clusters Score -1462640 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1462654.625000 Penalty: 3076.647949
	Iteration 51Q: 3 clusters Score -1462655 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1462667.000000 Penalty: 3076.647949
	Iteration 52Q: 3 clusters Score -1462667 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1462686.250000 Penalty: 3076.647949
	Iteration 53Q: 3 clusters Score -1462686 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1462700.375000 Penalty: 3076.647949
	Iteration 54Q: 3 clusters Score -1462700 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1462717.500000 Penalty: 3076.647949
	Iteration 55Q: 3 clusters Score -1462718 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1462724.875000 Penalty: 3076.647949
	Iteration 56Q: 3 clusters Score -1462725 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1462737.000000 Penalty: 3076.647949
	Iteration 57Q: 3 clusters Score -1462737 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1462745.125000 Penalty: 3076.647949
	Iteration 58Q: 3 clusters Score -1462745 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1462758.375000 Penalty: 3076.647949
	Iteration 59Q: 3 clusters Score -1462758 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1462763.625000 Penalty: 3076.647949
	Iteration 60F: 3 clusters Score -1462764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1462770.750000 Penalty: 3076.647949
	Iteration 61Q: 3 clusters Score -1462771 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1462776.875000 Penalty: 3076.647949
	Iteration 62Q: 3 clusters Score -1462777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1462780.875000 Penalty: 3076.647949
	Iteration 63Q: 3 clusters Score -1462781 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1462783.125000 Penalty: 3076.647949
	Iteration 64Q: 3 clusters Score -1462783 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1462791.000000 Penalty: 3076.647949
	Iteration 65Q: 3 clusters Score -1462791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1462795.250000 Penalty: 3076.647949
	Iteration 66Q: 3 clusters Score -1462795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1462802.125000 Penalty: 3076.647949
	Iteration 67Q: 3 clusters Score -1462802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1462805.125000 Penalty: 3076.647949
	Iteration 68Q: 3 clusters Score -1462805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1462812.000000 Penalty: 3076.647949
	Iteration 69Q: 3 clusters Score -1462812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1462818.625000 Penalty: 3076.647949
	Iteration 70Q: 3 clusters Score -1462819 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1462820.375000 Penalty: 3076.647949
	Iteration 71Q: 3 clusters Score -1462820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1462829.875000 Penalty: 3076.647949
	Iteration 72Q: 3 clusters Score -1462830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1462835.625000 Penalty: 3076.647949
	Iteration 73Q: 3 clusters Score -1462836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1462836.375000 Penalty: 3076.647949
	Iteration 74Q: 3 clusters Score -1462836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1462837.750000 Penalty: 3076.647949
	Iteration 75Q: 3 clusters Score -1462838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1462844.500000 Penalty: 3076.647949
	Iteration 76Q: 3 clusters Score -1462844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1462847.500000 Penalty: 3076.647949
	Iteration 77Q: 3 clusters Score -1462848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1462850.625000 Penalty: 3076.647949
	Iteration 78Q: 3 clusters Score -1462851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1462852.500000 Penalty: 3076.647949
	Iteration 79Q: 3 clusters Score -1462852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1462855.750000 Penalty: 3076.647949
	Iteration 80F: 3 clusters Score -1462856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1462862.000000 Penalty: 3076.647949
	Iteration 81Q: 3 clusters Score -1462862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1462860.500000 Penalty: 3076.647949
	Iteration 82Q: 3 clusters Score -1462860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1462861.125000 Penalty: 3076.647949
	Iteration 83Q: 3 clusters Score -1462861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1462861.875000 Penalty: 3076.647949
	Iteration 84Q: 3 clusters Score -1462862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1462862.750000 Penalty: 3076.647949
	Iteration 85Q: 3 clusters Score -1462863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1462862.750000 Penalty: 3076.647949
	Iteration 86F: 3 clusters Score -1462863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (76200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76200 members 
Entering Unmasked Estep 
Score: -9010939.000000 Penalty: 1826.681396
	Iteration 0F: 2 clusters Score -9010939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 38394 members 
Entering Unmasked Estep 
Score: -8960090.000000 Penalty: 3653.362793
	Iteration 0F: 3 clusters Score -8960090 nChanged 36127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33853 members 
Mstep: Class 2 contains 42347 members 
Entering Unmasked Estep 
Score: -8981085.000000 Penalty: 3653.362793
	Iteration 1F: 3 clusters Score -8981085 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31130 members 
Mstep: Class 2 contains 45070 members 
Entering Unmasked Estep 
Score: -8982284.000000 Penalty: 3653.362793
	Iteration 2Q: 3 clusters Score -8982284 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 49256 members 
Entering Unmasked Estep 
Score: -8984589.000000 Penalty: 3653.362793
	Iteration 3F: 3 clusters Score -8984589 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 55035 members 
Entering Unmasked Estep 
Score: -8988763.000000 Penalty: 3653.362793
	Iteration 4F: 3 clusters Score -8988763 nChanged 7148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 62155 members 
Entering Unmasked Estep 
Score: -8995229.000000 Penalty: 3653.362793
	Iteration 5F: 3 clusters Score -8995229 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 68962 members 
Entering Unmasked Estep 
Score: -9002224.000000 Penalty: 3653.362793
	Iteration 6F: 3 clusters Score -9002224 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 73439 members 
Entering Unmasked Estep 
Score: -9006826.000000 Penalty: 3653.362793
	Iteration 7F: 3 clusters Score -9006826 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 75260 members 
Entering Unmasked Estep 
Score: -9008589.000000 Penalty: 3653.362793
	Iteration 8Q: 3 clusters Score -9008589 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 75792 members 
Entering Unmasked Estep 
Score: -9009098.000000 Penalty: 3653.362793
	Iteration 9Q: 3 clusters Score -9009098 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 75926 members 
Entering Unmasked Estep 
Score: -9009250.000000 Penalty: 3653.362793
	Iteration 10Q: 3 clusters Score -9009250 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 75968 members 
Entering Unmasked Estep 
Score: -9009298.000000 Penalty: 3653.362793
	Iteration 11Q: 3 clusters Score -9009298 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 75981 members 
Entering Unmasked Estep 
Score: -9009330.000000 Penalty: 3653.362793
	Iteration 12Q: 3 clusters Score -9009330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 75987 members 
Entering Unmasked Estep 
Score: -9009339.000000 Penalty: 3653.362793
	Iteration 13Q: 3 clusters Score -9009339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 75996 members 
Entering Unmasked Estep 
Score: -9009360.000000 Penalty: 3653.362793
	Iteration 14Q: 3 clusters Score -9009360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 76001 members 
Entering Unmasked Estep 
Score: -9009372.000000 Penalty: 3653.362793
	Iteration 15Q: 3 clusters Score -9009372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 76007 members 
Entering Unmasked Estep 
Score: -9009387.000000 Penalty: 3653.362793
	Iteration 16Q: 3 clusters Score -9009387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 76007 members 
Entering Unmasked Estep 
Score: -9009392.000000 Penalty: 3653.362793
	Iteration 17Q: 3 clusters Score -9009392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 76007 members 
Entering Unmasked Estep 
Score: -9009392.000000 Penalty: 3653.362793
	Iteration 18F: 3 clusters Score -9009392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Entering Unmasked Estep 
Score: -103499.609375 Penalty: 1137.702393
	Iteration 0F: 2 clusters Score -103499.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -102010.703125 Penalty: 2275.404785
	Iteration 0F: 3 clusters Score -102010.7 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -102556.617188 Penalty: 2275.404785
	Iteration 1F: 3 clusters Score -102556.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -102924.398438 Penalty: 2275.404785
	Iteration 2F: 3 clusters Score -102924.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -103116.539062 Penalty: 2275.404785
	Iteration 3F: 3 clusters Score -103116.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -103242.062500 Penalty: 2275.404785
	Iteration 4F: 3 clusters Score -103242.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -103274.031250 Penalty: 2275.404785
	Iteration 5Q: 3 clusters Score -103274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -103287.804688 Penalty: 2275.404785
	Iteration 6Q: 3 clusters Score -103287.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -103292.101562 Penalty: 2275.404785
	Iteration 7Q: 3 clusters Score -103292.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -103292.101562 Penalty: 2275.404785
	Iteration 8F: 3 clusters Score -103292.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Entering Unmasked Estep 
Score: -45968.765625 Penalty: 1011.168640
	Iteration 0F: 2 clusters Score -45968.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -44914.531250 Penalty: 2022.337280
	Iteration 0F: 3 clusters Score -44914.53 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -45178.039062 Penalty: 2022.337280
	Iteration 1F: 3 clusters Score -45178.04 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -45268.289062 Penalty: 2022.337280
	Iteration 2F: 3 clusters Score -45268.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -45320.777344 Penalty: 2022.337280
	Iteration 3Q: 3 clusters Score -45320.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -45348.691406 Penalty: 2022.337280
	Iteration 4Q: 3 clusters Score -45348.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -45359.011719 Penalty: 2022.337280
	Iteration 5Q: 3 clusters Score -45359.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -45367.121094 Penalty: 2022.337280
	Iteration 6Q: 3 clusters Score -45367.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -45377.855469 Penalty: 2022.337280
	Iteration 7Q: 3 clusters Score -45377.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -45382.234375 Penalty: 2022.337280
	Iteration 8Q: 3 clusters Score -45382.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -45385.671875 Penalty: 2022.337280
	Iteration 9Q: 3 clusters Score -45385.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -45388.371094 Penalty: 2022.337280
	Iteration 10Q: 3 clusters Score -45388.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -45388.371094 Penalty: 2022.337280
	Iteration 11F: 3 clusters Score -45388.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Entering Unmasked Estep 
Score: -155306.750000 Penalty: 1183.113281
	Iteration 0F: 2 clusters Score -155306.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -153622.375000 Penalty: 2366.226562
	Iteration 0F: 3 clusters Score -153622.4 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -154079.078125 Penalty: 2366.226562
	Iteration 1F: 3 clusters Score -154079.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -154217.109375 Penalty: 2366.226562
	Iteration 2F: 3 clusters Score -154217.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -154321.562500 Penalty: 2366.226562
	Iteration 3F: 3 clusters Score -154321.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -154426.031250 Penalty: 2366.226562
	Iteration 4F: 3 clusters Score -154426 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -154515.921875 Penalty: 2366.226562
	Iteration 5Q: 3 clusters Score -154515.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -154601.609375 Penalty: 2366.226562
	Iteration 6Q: 3 clusters Score -154601.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -154645.343750 Penalty: 2366.226562
	Iteration 7Q: 3 clusters Score -154645.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -154669.078125 Penalty: 2366.226562
	Iteration 8Q: 3 clusters Score -154669.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -154684.203125 Penalty: 2366.226562
	Iteration 9Q: 3 clusters Score -154684.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -154693.750000 Penalty: 2366.226562
	Iteration 10Q: 3 clusters Score -154693.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -154707.765625 Penalty: 2366.226562
	Iteration 11Q: 3 clusters Score -154707.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -154715.109375 Penalty: 2366.226562
	Iteration 12Q: 3 clusters Score -154715.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -154721.968750 Penalty: 2366.226562
	Iteration 13Q: 3 clusters Score -154722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -154729.859375 Penalty: 2366.226562
	Iteration 14Q: 3 clusters Score -154729.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -154733.031250 Penalty: 2366.226562
	Iteration 15Q: 3 clusters Score -154733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -154733.156250 Penalty: 2366.226562
	Iteration 16Q: 3 clusters Score -154733.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -154733.562500 Penalty: 2366.226562
	Iteration 17Q: 3 clusters Score -154733.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -154734.312500 Penalty: 2366.226562
	Iteration 18Q: 3 clusters Score -154734.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -154734.312500 Penalty: 2366.226562
	Iteration 19F: 3 clusters Score -154734.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Entering Unmasked Estep 
Score: -51322.757812 Penalty: 1019.035645
	Iteration 0F: 2 clusters Score -51322.76 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 255 members 
Entering Unmasked Estep 
Score: -50253.441406 Penalty: 2038.071289
	Iteration 0F: 3 clusters Score -50253.44 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -50434.804688 Penalty: 2038.071289
	Iteration 1F: 3 clusters Score -50434.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -50497.285156 Penalty: 2038.071289
	Iteration 2F: 3 clusters Score -50497.29 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -50549.406250 Penalty: 2038.071289
	Iteration 3Q: 3 clusters Score -50549.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -50612.019531 Penalty: 2038.071289
	Iteration 4F: 3 clusters Score -50612.02 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -50685.042969 Penalty: 2038.071289
	Iteration 5F: 3 clusters Score -50685.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -50724.109375 Penalty: 2038.071289
	Iteration 6Q: 3 clusters Score -50724.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -50760.222656 Penalty: 2038.071289
	Iteration 7Q: 3 clusters Score -50760.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -50785.980469 Penalty: 2038.071289
	Iteration 8Q: 3 clusters Score -50785.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -50813.335938 Penalty: 2038.071289
	Iteration 9Q: 3 clusters Score -50813.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -50824.992188 Penalty: 2038.071289
	Iteration 10Q: 3 clusters Score -50824.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -50833.402344 Penalty: 2038.071289
	Iteration 11Q: 3 clusters Score -50833.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -50842.843750 Penalty: 2038.071289
	Iteration 12Q: 3 clusters Score -50842.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -50846.023438 Penalty: 2038.071289
	Iteration 13Q: 3 clusters Score -50846.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -50846.023438 Penalty: 2038.071289
	Iteration 14F: 3 clusters Score -50846.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (102267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102267 members 
Entering Unmasked Estep 
Score: -12136165.000000 Penalty: 1874.493164
	Iteration 0F: 2 clusters Score -1.213616e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51022 members 
Mstep: Class 2 contains 51245 members 
Entering Unmasked Estep 
Score: -12069800.000000 Penalty: 3748.986328
	Iteration 0F: 3 clusters Score -1.20698e+07 nChanged 48901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48875 members 
Mstep: Class 2 contains 53392 members 
Entering Unmasked Estep 
Score: -12098427.000000 Penalty: 3748.986328
	Iteration 1F: 3 clusters Score -1.209843e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47930 members 
Mstep: Class 2 contains 54337 members 
Entering Unmasked Estep 
Score: -12099423.000000 Penalty: 3748.986328
	Iteration 2Q: 3 clusters Score -1.209942e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46627 members 
Mstep: Class 2 contains 55640 members 
Entering Unmasked Estep 
Score: -12100865.000000 Penalty: 3748.986328
	Iteration 3Q: 3 clusters Score -1.210086e+07 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44886 members 
Mstep: Class 2 contains 57381 members 
Entering Unmasked Estep 
Score: -12103062.000000 Penalty: 3748.986328
	Iteration 4Q: 3 clusters Score -1.210306e+07 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42812 members 
Mstep: Class 2 contains 59455 members 
Entering Unmasked Estep 
Score: -12107057.000000 Penalty: 3748.986328
	Iteration 5F: 3 clusters Score -1.210706e+07 nChanged 6654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40770 members 
Mstep: Class 2 contains 61497 members 
Entering Unmasked Estep 
Score: -12113109.000000 Penalty: 3748.986328
	Iteration 6F: 3 clusters Score -1.211311e+07 nChanged 7223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39497 members 
Mstep: Class 2 contains 62770 members 
Entering Unmasked Estep 
Score: -12119978.000000 Penalty: 3748.986328
	Iteration 7F: 3 clusters Score -1.211998e+07 nChanged 5918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39167 members 
Mstep: Class 2 contains 63100 members 
Entering Unmasked Estep 
Score: -12124047.000000 Penalty: 3748.986328
	Iteration 8F: 3 clusters Score -1.212405e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39137 members 
Mstep: Class 2 contains 63130 members 
Entering Unmasked Estep 
Score: -12126422.000000 Penalty: 3748.986328
	Iteration 9Q: 3 clusters Score -1.212642e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 62844 members 
Entering Unmasked Estep 
Score: -12128448.000000 Penalty: 3748.986328
	Iteration 10Q: 3 clusters Score -1.212845e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39886 members 
Mstep: Class 2 contains 62381 members 
Entering Unmasked Estep 
Score: -12130504.000000 Penalty: 3748.986328
	Iteration 11Q: 3 clusters Score -1.21305e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40520 members 
Mstep: Class 2 contains 61747 members 
Entering Unmasked Estep 
Score: -12132549.000000 Penalty: 3748.986328
	Iteration 12Q: 3 clusters Score -1.213255e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41201 members 
Mstep: Class 2 contains 61066 members 
Entering Unmasked Estep 
Score: -12134115.000000 Penalty: 3748.986328
	Iteration 13Q: 3 clusters Score -1.213412e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41534 members 
Mstep: Class 2 contains 60733 members 
Entering Unmasked Estep 
Score: -12135158.000000 Penalty: 3748.986328
	Iteration 14Q: 3 clusters Score -1.213516e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41627 members 
Mstep: Class 2 contains 60640 members 
Entering Unmasked Estep 
Score: -12135621.000000 Penalty: 3748.986328
	Iteration 15Q: 3 clusters Score -1.213562e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41751 members 
Mstep: Class 2 contains 60516 members 
Entering Unmasked Estep 
Score: -12135996.000000 Penalty: 3748.986328
	Iteration 16Q: 3 clusters Score -1.2136e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41789 members 
Mstep: Class 2 contains 60478 members 
Entering Unmasked Estep 
Score: -12136138.000000 Penalty: 3748.986328
	Iteration 17Q: 3 clusters Score -1.213614e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41739 members 
Mstep: Class 2 contains 60528 members 
Entering Unmasked Estep 
Score: -12136160.000000 Penalty: 3748.986328
	Iteration 18Q: 3 clusters Score -1.213616e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41705 members 
Mstep: Class 2 contains 60562 members 
Entering Unmasked Estep 
Score: -12136198.000000 Penalty: 3748.986328
	Iteration 19Q: 3 clusters Score -1.21362e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41637 members 
Mstep: Class 2 contains 60630 members 
Entering Unmasked Estep 
Score: -12136286.000000 Penalty: 3748.986328
	Iteration 20F: 3 clusters Score -1.213629e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41649 members 
Mstep: Class 2 contains 60618 members 
Entering Unmasked Estep 
Score: -12136287.000000 Penalty: 3748.986328
	Iteration 21Q: 3 clusters Score -1.213629e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41714 members 
Mstep: Class 2 contains 60553 members 
Entering Unmasked Estep 
Score: -12136276.000000 Penalty: 3748.986328
	Iteration 22Q: 3 clusters Score -1.213628e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41784 members 
Mstep: Class 2 contains 60483 members 
Entering Unmasked Estep 
Score: -12136310.000000 Penalty: 3748.986328
	Iteration 23Q: 3 clusters Score -1.213631e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41768 members 
Mstep: Class 2 contains 60499 members 
Entering Unmasked Estep 
Score: -12136276.000000 Penalty: 3748.986328
	Iteration 24Q: 3 clusters Score -1.213628e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 60585 members 
Entering Unmasked Estep 
Score: -12136290.000000 Penalty: 3748.986328
	Iteration 25Q: 3 clusters Score -1.213629e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41666 members 
Mstep: Class 2 contains 60601 members 
Entering Unmasked Estep 
Score: -12136292.000000 Penalty: 3748.986328
	Iteration 26Q: 3 clusters Score -1.213629e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41666 members 
Mstep: Class 2 contains 60601 members 
Entering Unmasked Estep 
Score: -12136303.000000 Penalty: 3748.986328
	Iteration 27Q: 3 clusters Score -1.21363e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41673 members 
Mstep: Class 2 contains 60594 members 
Entering Unmasked Estep 
Score: -12136284.000000 Penalty: 3748.986328
	Iteration 28Q: 3 clusters Score -1.213628e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41635 members 
Mstep: Class 2 contains 60632 members 
Entering Unmasked Estep 
Score: -12136293.000000 Penalty: 3748.986328
	Iteration 29Q: 3 clusters Score -1.213629e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41639 members 
Mstep: Class 2 contains 60628 members 
Entering Unmasked Estep 
Score: -12136286.000000 Penalty: 3748.986328
	Iteration 30Q: 3 clusters Score -1.213629e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41643 members 
Mstep: Class 2 contains 60624 members 
Entering Unmasked Estep 
Score: -12136292.000000 Penalty: 3748.986328
	Iteration 31Q: 3 clusters Score -1.213629e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41647 members 
Mstep: Class 2 contains 60620 members 
Entering Unmasked Estep 
Score: -12136289.000000 Penalty: 3748.986328
	Iteration 32Q: 3 clusters Score -1.213629e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41664 members 
Mstep: Class 2 contains 60603 members 
Entering Unmasked Estep 
Score: -12136299.000000 Penalty: 3748.986328
	Iteration 33Q: 3 clusters Score -1.21363e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41671 members 
Mstep: Class 2 contains 60596 members 
Entering Unmasked Estep 
Score: -12136312.000000 Penalty: 3748.986328
	Iteration 34Q: 3 clusters Score -1.213631e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41680 members 
Mstep: Class 2 contains 60587 members 
Entering Unmasked Estep 
Score: -12136303.000000 Penalty: 3748.986328
	Iteration 35Q: 3 clusters Score -1.21363e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41678 members 
Mstep: Class 2 contains 60589 members 
Entering Unmasked Estep 
Score: -12136309.000000 Penalty: 3748.986328
	Iteration 36Q: 3 clusters Score -1.213631e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41677 members 
Mstep: Class 2 contains 60590 members 
Entering Unmasked Estep 
Score: -12136290.000000 Penalty: 3748.986328
	Iteration 37Q: 3 clusters Score -1.213629e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41687 members 
Mstep: Class 2 contains 60580 members 
Entering Unmasked Estep 
Score: -12136323.000000 Penalty: 3748.986328
	Iteration 38Q: 3 clusters Score -1.213632e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41687 members 
Mstep: Class 2 contains 60580 members 
Entering Unmasked Estep 
Score: -12136323.000000 Penalty: 3748.986328
	Iteration 39F: 3 clusters Score -1.213632e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 82905 members 
Mstep: Class 2 contains 45258 members 
Mstep: Class 3 contains 2639 members 
Mstep: Class 4 contains 11283 members 
Mstep: Class 5 contains 68380 members 
Mstep: Class 6 contains 43797 members 
Mstep: Class 7 contains 276 members 
Mstep: Class 8 contains 98719 members 
Mstep: Class 9 contains 196943 members 
Mstep: Class 10 contains 105161 members 
Mstep: Class 11 contains 11579 members 
Mstep: Class 12 contains 9582 members 
Mstep: Class 13 contains 172 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 69047 members 
Mstep: Class 16 contains 19496 members 
Mstep: Class 17 contains 15926 members 
Mstep: Class 18 contains 12921 members 
Mstep: Class 19 contains 76200 members 
Mstep: Class 20 contains 1098 members 
Mstep: Class 21 contains 504 members 
Mstep: Class 22 contains 1452 members 
Mstep: Class 23 contains 529 members 
Mstep: Class 24 contains 41687 members 
Mstep: Class 25 contains 100651 members 
Mstep: Class 26 contains 196 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 263 members 
Mstep: Class 29 contains 75037 members 
Mstep: Class 30 contains 76170 members 
Mstep: Class 31 contains 1978 members 
Mstep: Class 32 contains 8230 members 
Mstep: Class 33 contains 376 members 
Mstep: Class 34 contains 3816 members 
Mstep: Class 35 contains 1159 members 
Mstep: Class 36 contains 27216 members 
Mstep: Class 37 contains 56219 members 
Mstep: Class 38 contains 430 members 
Mstep: Class 39 contains 745 members 
Mstep: Class 40 contains 71114 members 
Mstep: Class 41 contains 27324 members 
Mstep: Class 42 contains 569 members 
Mstep: Class 43 contains 66446 members 
Mstep: Class 44 contains 101422 members 
Mstep: Class 45 contains 238 members 
Mstep: Class 46 contains 461 members 
Mstep: Class 47 contains 522 members 
Mstep: Class 48 contains 294 members 
Mstep: Class 49 contains 17290 members 
Mstep: Class 50 contains 98976 members 
Mstep: Class 51 contains 7721 members 
Mstep: Class 52 contains 771 members 
Mstep: Class 53 contains 60580 members 
Entering Unmasked Estep 
Score: -194764736.000000 Penalty: 123671.273438
Splitting cluster 24 changes total score from -194764880.000000 to -194764736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (100651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100651 members 
Entering Unmasked Estep 
Score: -11937004.000000 Penalty: 1871.904785
	Iteration 0F: 2 clusters Score -1.1937e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50191 members 
Mstep: Class 2 contains 50460 members 
Entering Unmasked Estep 
Score: -11870957.000000 Penalty: 3743.809570
	Iteration 0F: 3 clusters Score -1.187096e+07 nChanged 48252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47469 members 
Mstep: Class 2 contains 53182 members 
Entering Unmasked Estep 
Score: -11898991.000000 Penalty: 3743.809570
	Iteration 1F: 3 clusters Score -1.189899e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45768 members 
Mstep: Class 2 contains 54883 members 
Entering Unmasked Estep 
Score: -11899676.000000 Penalty: 3743.809570
	Iteration 2Q: 3 clusters Score -1.189968e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43200 members 
Mstep: Class 2 contains 57451 members 
Entering Unmasked Estep 
Score: -11900604.000000 Penalty: 3743.809570
	Iteration 3Q: 3 clusters Score -1.19006e+07 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39336 members 
Mstep: Class 2 contains 61315 members 
Entering Unmasked Estep 
Score: -11902305.000000 Penalty: 3743.809570
	Iteration 4Q: 3 clusters Score -1.19023e+07 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33659 members 
Mstep: Class 2 contains 66992 members 
Entering Unmasked Estep 
Score: -11905539.000000 Penalty: 3743.809570
	Iteration 5F: 3 clusters Score -1.190554e+07 nChanged 7784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 74758 members 
Entering Unmasked Estep 
Score: -11911217.000000 Penalty: 3743.809570
	Iteration 6F: 3 clusters Score -1.191122e+07 nChanged 9277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 84023 members 
Entering Unmasked Estep 
Score: -11919715.000000 Penalty: 3743.809570
	Iteration 7F: 3 clusters Score -1.191972e+07 nChanged 8438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 92459 members 
Entering Unmasked Estep 
Score: -11927939.000000 Penalty: 3743.809570
	Iteration 8F: 3 clusters Score -1.192794e+07 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 97721 members 
Entering Unmasked Estep 
Score: -11932657.000000 Penalty: 3743.809570
	Iteration 9F: 3 clusters Score -1.193266e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 99744 members 
Entering Unmasked Estep 
Score: -11934537.000000 Penalty: 3743.809570
	Iteration 10Q: 3 clusters Score -1.193454e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 100327 members 
Entering Unmasked Estep 
Score: -11935049.000000 Penalty: 3743.809570
	Iteration 11Q: 3 clusters Score -1.193505e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 100471 members 
Entering Unmasked Estep 
Score: -11935223.000000 Penalty: 3743.809570
	Iteration 12Q: 3 clusters Score -1.193522e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 100506 members 
Entering Unmasked Estep 
Score: -11935309.000000 Penalty: 3743.809570
	Iteration 13Q: 3 clusters Score -1.193531e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 100518 members 
Entering Unmasked Estep 
Score: -11935335.000000 Penalty: 3743.809570
	Iteration 14Q: 3 clusters Score -1.193534e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 100522 members 
Entering Unmasked Estep 
Score: -11935364.000000 Penalty: 3743.809570
	Iteration 15Q: 3 clusters Score -1.193536e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 100525 members 
Entering Unmasked Estep 
Score: -11935359.000000 Penalty: 3743.809570
	Iteration 16Q: 3 clusters Score -1.193536e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 100528 members 
Entering Unmasked Estep 
Score: -11935371.000000 Penalty: 3743.809570
	Iteration 17Q: 3 clusters Score -1.193537e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 100527 members 
Entering Unmasked Estep 
Score: -11935373.000000 Penalty: 3743.809570
	Iteration 18Q: 3 clusters Score -1.193537e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 100527 members 
Entering Unmasked Estep 
Score: -11935373.000000 Penalty: 3743.809570
	Iteration 19F: 3 clusters Score -1.193537e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Entering Unmasked Estep 
Score: -10454.568359 Penalty: 857.693665
	Iteration 0F: 2 clusters Score -10454.57 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 100 members 
Entering Unmasked Estep 
Score: -9804.568359 Penalty: 1715.387329
	Iteration 0F: 3 clusters Score -9804.568 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -9990.071289 Penalty: 1715.387329
	Iteration 1F: 3 clusters Score -9990.071 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -10096.389648 Penalty: 1715.387329
	Iteration 2F: 3 clusters Score -10096.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -10147.371094 Penalty: 1715.387329
	Iteration 3Q: 3 clusters Score -10147.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -10166.461914 Penalty: 1715.387329
	Iteration 4Q: 3 clusters Score -10166.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -10171.951172 Penalty: 1715.387329
	Iteration 5Q: 3 clusters Score -10171.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10192.294922 Penalty: 1715.387329
	Iteration 6Q: 3 clusters Score -10192.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10192.294922 Penalty: 1715.387329
	Iteration 7F: 3 clusters Score -10192.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Entering Unmasked Estep 
Score: -38828.082031 Penalty: 987.989136
	Iteration 0F: 2 clusters Score -38828.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -37846.984375 Penalty: 1975.978271
	Iteration 0F: 3 clusters Score -37846.98 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -38067.460938 Penalty: 1975.978271
	Iteration 1F: 3 clusters Score -38067.46 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -38189.851562 Penalty: 1975.978271
	Iteration 2F: 3 clusters Score -38189.85 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -38310.175781 Penalty: 1975.978271
	Iteration 3F: 3 clusters Score -38310.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -38362.218750 Penalty: 1975.978271
	Iteration 4Q: 3 clusters Score -38362.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -38379.187500 Penalty: 1975.978271
	Iteration 5Q: 3 clusters Score -38379.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -38398.628906 Penalty: 1975.978271
	Iteration 6Q: 3 clusters Score -38398.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -38405.773438 Penalty: 1975.978271
	Iteration 7Q: 3 clusters Score -38405.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -38412.699219 Penalty: 1975.978271
	Iteration 8Q: 3 clusters Score -38412.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -38414.382812 Penalty: 1975.978271
	Iteration 9Q: 3 clusters Score -38414.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -38414.382812 Penalty: 1975.978271
	Iteration 10F: 3 clusters Score -38414.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -19206.142578 Penalty: 905.475037
	Iteration 0F: 2 clusters Score -19206.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -18393.119141 Penalty: 1810.950073
	Iteration 0F: 3 clusters Score -18393.12 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -18555.517578 Penalty: 1810.950073
	Iteration 1F: 3 clusters Score -18555.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -18609.867188 Penalty: 1810.950073
	Iteration 2F: 3 clusters Score -18609.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -18620.431641 Penalty: 1810.950073
	Iteration 3Q: 3 clusters Score -18620.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18639.974609 Penalty: 1810.950073
	Iteration 4Q: 3 clusters Score -18639.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -18641.960938 Penalty: 1810.950073
	Iteration 5Q: 3 clusters Score -18641.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -18644.996094 Penalty: 1810.950073
	Iteration 6Q: 3 clusters Score -18645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -18653.152344 Penalty: 1810.950073
	Iteration 7Q: 3 clusters Score -18653.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -18663.224609 Penalty: 1810.950073
	Iteration 8Q: 3 clusters Score -18663.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18688.062500 Penalty: 1810.950073
	Iteration 9Q: 3 clusters Score -18688.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18700.505859 Penalty: 1810.950073
	Iteration 10Q: 3 clusters Score -18700.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -18701.734375 Penalty: 1810.950073
	Iteration 11Q: 3 clusters Score -18701.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -18702.837891 Penalty: 1810.950073
	Iteration 12Q: 3 clusters Score -18702.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -18702.837891 Penalty: 1810.950073
	Iteration 13F: 3 clusters Score -18702.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (75037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75037 members 
Entering Unmasked Estep 
Score: -8940813.000000 Penalty: 1824.182251
	Iteration 0F: 2 clusters Score -8940813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37425 members 
Mstep: Class 2 contains 37612 members 
Entering Unmasked Estep 
Score: -8890998.000000 Penalty: 3648.364502
	Iteration 0F: 3 clusters Score -8890998 nChanged 35465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36686 members 
Mstep: Class 2 contains 38351 members 
Entering Unmasked Estep 
Score: -8911575.000000 Penalty: 3648.364502
	Iteration 1F: 3 clusters Score -8911575 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35978 members 
Mstep: Class 2 contains 39059 members 
Entering Unmasked Estep 
Score: -8912754.000000 Penalty: 3648.364502
	Iteration 2Q: 3 clusters Score -8912754 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34814 members 
Mstep: Class 2 contains 40223 members 
Entering Unmasked Estep 
Score: -8914647.000000 Penalty: 3648.364502
	Iteration 3Q: 3 clusters Score -8914647 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32845 members 
Mstep: Class 2 contains 42192 members 
Entering Unmasked Estep 
Score: -8917398.000000 Penalty: 3648.364502
	Iteration 4F: 3 clusters Score -8917398 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 45153 members 
Entering Unmasked Estep 
Score: -8921120.000000 Penalty: 3648.364502
	Iteration 5F: 3 clusters Score -8921120 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 48788 members 
Entering Unmasked Estep 
Score: -8925948.000000 Penalty: 3648.364502
	Iteration 6F: 3 clusters Score -8925948 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 52128 members 
Entering Unmasked Estep 
Score: -8930644.000000 Penalty: 3648.364502
	Iteration 7F: 3 clusters Score -8930644 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 54447 members 
Entering Unmasked Estep 
Score: -8933587.000000 Penalty: 3648.364502
	Iteration 8F: 3 clusters Score -8933587 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 56079 members 
Entering Unmasked Estep 
Score: -8934836.000000 Penalty: 3648.364502
	Iteration 9Q: 3 clusters Score -8934836 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 57457 members 
Entering Unmasked Estep 
Score: -8935625.000000 Penalty: 3648.364502
	Iteration 10Q: 3 clusters Score -8935625 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 58624 members 
Entering Unmasked Estep 
Score: -8936185.000000 Penalty: 3648.364502
	Iteration 11Q: 3 clusters Score -8936185 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 59681 members 
Entering Unmasked Estep 
Score: -8936653.000000 Penalty: 3648.364502
	Iteration 12Q: 3 clusters Score -8936653 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 60699 members 
Entering Unmasked Estep 
Score: -8937092.000000 Penalty: 3648.364502
	Iteration 13Q: 3 clusters Score -8937092 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 61607 members 
Entering Unmasked Estep 
Score: -8937421.000000 Penalty: 3648.364502
	Iteration 14Q: 3 clusters Score -8937421 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 62429 members 
Entering Unmasked Estep 
Score: -8937693.000000 Penalty: 3648.364502
	Iteration 15Q: 3 clusters Score -8937693 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 63174 members 
Entering Unmasked Estep 
Score: -8937922.000000 Penalty: 3648.364502
	Iteration 16Q: 3 clusters Score -8937922 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 63905 members 
Entering Unmasked Estep 
Score: -8938145.000000 Penalty: 3648.364502
	Iteration 17Q: 3 clusters Score -8938145 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 64587 members 
Entering Unmasked Estep 
Score: -8938362.000000 Penalty: 3648.364502
	Iteration 18Q: 3 clusters Score -8938362 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 65180 members 
Entering Unmasked Estep 
Score: -8938557.000000 Penalty: 3648.364502
	Iteration 19Q: 3 clusters Score -8938557 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 65765 members 
Entering Unmasked Estep 
Score: -8938716.000000 Penalty: 3648.364502
	Iteration 20F: 3 clusters Score -8938716 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 66317 members 
Entering Unmasked Estep 
Score: -8938861.000000 Penalty: 3648.364502
	Iteration 21Q: 3 clusters Score -8938861 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 66834 members 
Entering Unmasked Estep 
Score: -8939001.000000 Penalty: 3648.364502
	Iteration 22Q: 3 clusters Score -8939001 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 67334 members 
Entering Unmasked Estep 
Score: -8939127.000000 Penalty: 3648.364502
	Iteration 23Q: 3 clusters Score -8939127 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 67780 members 
Entering Unmasked Estep 
Score: -8939259.000000 Penalty: 3648.364502
	Iteration 24Q: 3 clusters Score -8939259 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 68186 members 
Entering Unmasked Estep 
Score: -8939319.000000 Penalty: 3648.364502
	Iteration 25Q: 3 clusters Score -8939319 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 68564 members 
Entering Unmasked Estep 
Score: -8939392.000000 Penalty: 3648.364502
	Iteration 26Q: 3 clusters Score -8939392 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 68898 members 
Entering Unmasked Estep 
Score: -8939498.000000 Penalty: 3648.364502
	Iteration 27Q: 3 clusters Score -8939498 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 69206 members 
Entering Unmasked Estep 
Score: -8939541.000000 Penalty: 3648.364502
	Iteration 28Q: 3 clusters Score -8939541 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 69484 members 
Entering Unmasked Estep 
Score: -8939620.000000 Penalty: 3648.364502
	Iteration 29Q: 3 clusters Score -8939620 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 69746 members 
Entering Unmasked Estep 
Score: -8939630.000000 Penalty: 3648.364502
	Iteration 30Q: 3 clusters Score -8939630 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 69985 members 
Entering Unmasked Estep 
Score: -8939676.000000 Penalty: 3648.364502
	Iteration 31Q: 3 clusters Score -8939676 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 70205 members 
Entering Unmasked Estep 
Score: -8939695.000000 Penalty: 3648.364502
	Iteration 32Q: 3 clusters Score -8939695 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 70398 members 
Entering Unmasked Estep 
Score: -8939737.000000 Penalty: 3648.364502
	Iteration 33Q: 3 clusters Score -8939737 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 70584 members 
Entering Unmasked Estep 
Score: -8939768.000000 Penalty: 3648.364502
	Iteration 34Q: 3 clusters Score -8939768 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 70736 members 
Entering Unmasked Estep 
Score: -8939790.000000 Penalty: 3648.364502
	Iteration 35Q: 3 clusters Score -8939790 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 70879 members 
Entering Unmasked Estep 
Score: -8939814.000000 Penalty: 3648.364502
	Iteration 36Q: 3 clusters Score -8939814 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 71010 members 
Entering Unmasked Estep 
Score: -8939833.000000 Penalty: 3648.364502
	Iteration 37Q: 3 clusters Score -8939833 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 71132 members 
Entering Unmasked Estep 
Score: -8939858.000000 Penalty: 3648.364502
	Iteration 38Q: 3 clusters Score -8939858 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 71242 members 
Entering Unmasked Estep 
Score: -8939888.000000 Penalty: 3648.364502
	Iteration 39Q: 3 clusters Score -8939888 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 71339 members 
Entering Unmasked Estep 
Score: -8939886.000000 Penalty: 3648.364502
	Iteration 40F: 3 clusters Score -8939886 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 71432 members 
Entering Unmasked Estep 
Score: -8939885.000000 Penalty: 3648.364502
	Iteration 41Q: 3 clusters Score -8939885 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 71532 members 
Entering Unmasked Estep 
Score: -8939872.000000 Penalty: 3648.364502
	Iteration 42Q: 3 clusters Score -8939872 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 71617 members 
Entering Unmasked Estep 
Score: -8939879.000000 Penalty: 3648.364502
	Iteration 43Q: 3 clusters Score -8939879 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 71691 members 
Entering Unmasked Estep 
Score: -8939910.000000 Penalty: 3648.364502
	Iteration 44Q: 3 clusters Score -8939910 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 71762 members 
Entering Unmasked Estep 
Score: -8939945.000000 Penalty: 3648.364502
	Iteration 45Q: 3 clusters Score -8939945 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 71825 members 
Entering Unmasked Estep 
Score: -8939951.000000 Penalty: 3648.364502
	Iteration 46Q: 3 clusters Score -8939951 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 71888 members 
Entering Unmasked Estep 
Score: -8939950.000000 Penalty: 3648.364502
	Iteration 47Q: 3 clusters Score -8939950 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 71946 members 
Entering Unmasked Estep 
Score: -8939980.000000 Penalty: 3648.364502
	Iteration 48Q: 3 clusters Score -8939980 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 71993 members 
Entering Unmasked Estep 
Score: -8939986.000000 Penalty: 3648.364502
	Iteration 49Q: 3 clusters Score -8939986 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 72028 members 
Entering Unmasked Estep 
Score: -8939988.000000 Penalty: 3648.364502
	Iteration 50Q: 3 clusters Score -8939988 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 72059 members 
Entering Unmasked Estep 
Score: -8939998.000000 Penalty: 3648.364502
	Iteration 51Q: 3 clusters Score -8939998 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 72087 members 
Entering Unmasked Estep 
Score: -8940011.000000 Penalty: 3648.364502
	Iteration 52Q: 3 clusters Score -8940011 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 72111 members 
Entering Unmasked Estep 
Score: -8940012.000000 Penalty: 3648.364502
	Iteration 53Q: 3 clusters Score -8940012 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 72136 members 
Entering Unmasked Estep 
Score: -8940016.000000 Penalty: 3648.364502
	Iteration 54Q: 3 clusters Score -8940016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 72158 members 
Entering Unmasked Estep 
Score: -8940023.000000 Penalty: 3648.364502
	Iteration 55Q: 3 clusters Score -8940023 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 72181 members 
Entering Unmasked Estep 
Score: -8940029.000000 Penalty: 3648.364502
	Iteration 56Q: 3 clusters Score -8940029 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 72200 members 
Entering Unmasked Estep 
Score: -8940027.000000 Penalty: 3648.364502
	Iteration 57Q: 3 clusters Score -8940027 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 72215 members 
Entering Unmasked Estep 
Score: -8940031.000000 Penalty: 3648.364502
	Iteration 58Q: 3 clusters Score -8940031 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 72232 members 
Entering Unmasked Estep 
Score: -8940015.000000 Penalty: 3648.364502
	Iteration 59Q: 3 clusters Score -8940015 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 72248 members 
Entering Unmasked Estep 
Score: -8940033.000000 Penalty: 3648.364502
	Iteration 60F: 3 clusters Score -8940033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 72257 members 
Entering Unmasked Estep 
Score: -8940046.000000 Penalty: 3648.364502
	Iteration 61Q: 3 clusters Score -8940046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 72266 members 
Entering Unmasked Estep 
Score: -8940046.000000 Penalty: 3648.364502
	Iteration 62Q: 3 clusters Score -8940046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 72273 members 
Entering Unmasked Estep 
Score: -8940038.000000 Penalty: 3648.364502
	Iteration 63Q: 3 clusters Score -8940038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 72281 members 
Entering Unmasked Estep 
Score: -8940036.000000 Penalty: 3648.364502
	Iteration 64Q: 3 clusters Score -8940036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 72284 members 
Entering Unmasked Estep 
Score: -8940036.000000 Penalty: 3648.364502
	Iteration 65Q: 3 clusters Score -8940036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 72287 members 
Entering Unmasked Estep 
Score: -8940035.000000 Penalty: 3648.364502
	Iteration 66Q: 3 clusters Score -8940035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 72290 members 
Entering Unmasked Estep 
Score: -8940034.000000 Penalty: 3648.364502
	Iteration 67Q: 3 clusters Score -8940034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 72292 members 
Entering Unmasked Estep 
Score: -8940037.000000 Penalty: 3648.364502
	Iteration 68Q: 3 clusters Score -8940037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 72295 members 
Entering Unmasked Estep 
Score: -8940037.000000 Penalty: 3648.364502
	Iteration 69Q: 3 clusters Score -8940037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 72295 members 
Entering Unmasked Estep 
Score: -8940037.000000 Penalty: 3648.364502
	Iteration 70F: 3 clusters Score -8940037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (76170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76170 members 
Entering Unmasked Estep 
Score: -8629902.000000 Penalty: 1826.617432
	Iteration 0F: 2 clusters Score -8629902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 38087 members 
Entering Unmasked Estep 
Score: -8578780.000000 Penalty: 3653.234863
	Iteration 0F: 3 clusters Score -8578780 nChanged 36196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37807 members 
Mstep: Class 2 contains 38363 members 
Entering Unmasked Estep 
Score: -8599687.000000 Penalty: 3653.234863
	Iteration 1F: 3 clusters Score -8599687 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37870 members 
Mstep: Class 2 contains 38300 members 
Entering Unmasked Estep 
Score: -8600137.000000 Penalty: 3653.234863
	Iteration 2Q: 3 clusters Score -8600137 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37983 members 
Mstep: Class 2 contains 38187 members 
Entering Unmasked Estep 
Score: -8600636.000000 Penalty: 3653.234863
	Iteration 3Q: 3 clusters Score -8600636 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38148 members 
Mstep: Class 2 contains 38022 members 
Entering Unmasked Estep 
Score: -8601054.000000 Penalty: 3653.234863
	Iteration 4Q: 3 clusters Score -8601054 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38484 members 
Mstep: Class 2 contains 37686 members 
Entering Unmasked Estep 
Score: -8601628.000000 Penalty: 3653.234863
	Iteration 5Q: 3 clusters Score -8601628 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38940 members 
Mstep: Class 2 contains 37230 members 
Entering Unmasked Estep 
Score: -8602275.000000 Penalty: 3653.234863
	Iteration 6Q: 3 clusters Score -8602275 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39597 members 
Mstep: Class 2 contains 36573 members 
Entering Unmasked Estep 
Score: -8603308.000000 Penalty: 3653.234863
	Iteration 7Q: 3 clusters Score -8603308 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40457 members 
Mstep: Class 2 contains 35713 members 
Entering Unmasked Estep 
Score: -8604752.000000 Penalty: 3653.234863
	Iteration 8Q: 3 clusters Score -8604752 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41664 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -8606717.000000 Penalty: 3653.234863
	Iteration 9Q: 3 clusters Score -8606717 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 33152 members 
Entering Unmasked Estep 
Score: -8609663.000000 Penalty: 3653.234863
	Iteration 10F: 3 clusters Score -8609663 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44237 members 
Mstep: Class 2 contains 31933 members 
Entering Unmasked Estep 
Score: -8612632.000000 Penalty: 3653.234863
	Iteration 11F: 3 clusters Score -8612632 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45318 members 
Mstep: Class 2 contains 30852 members 
Entering Unmasked Estep 
Score: -8614754.000000 Penalty: 3653.234863
	Iteration 12F: 3 clusters Score -8614754 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46329 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -8615621.000000 Penalty: 3653.234863
	Iteration 13Q: 3 clusters Score -8615621 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47348 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -8616012.000000 Penalty: 3653.234863
	Iteration 14Q: 3 clusters Score -8616012 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48472 members 
Mstep: Class 2 contains 27698 members 
Entering Unmasked Estep 
Score: -8616370.000000 Penalty: 3653.234863
	Iteration 15Q: 3 clusters Score -8616370 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49613 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -8616657.000000 Penalty: 3653.234863
	Iteration 16Q: 3 clusters Score -8616657 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50760 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -8616962.000000 Penalty: 3653.234863
	Iteration 17Q: 3 clusters Score -8616962 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51924 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -8617266.000000 Penalty: 3653.234863
	Iteration 18Q: 3 clusters Score -8617266 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53201 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -8617634.000000 Penalty: 3653.234863
	Iteration 19Q: 3 clusters Score -8617634 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54578 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -8618054.000000 Penalty: 3653.234863
	Iteration 20F: 3 clusters Score -8618054 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56012 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -8618532.000000 Penalty: 3653.234863
	Iteration 21Q: 3 clusters Score -8618532 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57512 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -8619115.000000 Penalty: 3653.234863
	Iteration 22Q: 3 clusters Score -8619115 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59043 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -8619723.000000 Penalty: 3653.234863
	Iteration 23Q: 3 clusters Score -8619723 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60566 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -8620371.000000 Penalty: 3653.234863
	Iteration 24Q: 3 clusters Score -8620371 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62137 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -8621154.000000 Penalty: 3653.234863
	Iteration 25Q: 3 clusters Score -8621154 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63686 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -8621974.000000 Penalty: 3653.234863
	Iteration 26Q: 3 clusters Score -8621974 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65155 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -8622750.000000 Penalty: 3653.234863
	Iteration 27Q: 3 clusters Score -8622750 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66543 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -8623500.000000 Penalty: 3653.234863
	Iteration 28Q: 3 clusters Score -8623500 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67817 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -8624228.000000 Penalty: 3653.234863
	Iteration 29Q: 3 clusters Score -8624228 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68932 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -8624830.000000 Penalty: 3653.234863
	Iteration 30Q: 3 clusters Score -8624830 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69925 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -8625328.000000 Penalty: 3653.234863
	Iteration 31Q: 3 clusters Score -8625328 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70815 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -8625839.000000 Penalty: 3653.234863
	Iteration 32Q: 3 clusters Score -8625839 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71605 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -8626304.000000 Penalty: 3653.234863
	Iteration 33Q: 3 clusters Score -8626304 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72333 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -8626704.000000 Penalty: 3653.234863
	Iteration 34Q: 3 clusters Score -8626704 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72972 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -8627076.000000 Penalty: 3653.234863
	Iteration 35Q: 3 clusters Score -8627076 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73533 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -8627379.000000 Penalty: 3653.234863
	Iteration 36Q: 3 clusters Score -8627379 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73995 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -8627612.000000 Penalty: 3653.234863
	Iteration 37Q: 3 clusters Score -8627612 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74351 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -8627767.000000 Penalty: 3653.234863
	Iteration 38Q: 3 clusters Score -8627767 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74629 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -8627934.000000 Penalty: 3653.234863
	Iteration 39Q: 3 clusters Score -8627934 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74845 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -8628039.000000 Penalty: 3653.234863
	Iteration 40F: 3 clusters Score -8628039 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75004 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -8628107.000000 Penalty: 3653.234863
	Iteration 41Q: 3 clusters Score -8628107 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75121 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -8628177.000000 Penalty: 3653.234863
	Iteration 42Q: 3 clusters Score -8628177 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75217 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -8628221.000000 Penalty: 3653.234863
	Iteration 43Q: 3 clusters Score -8628221 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75282 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -8628246.000000 Penalty: 3653.234863
	Iteration 44Q: 3 clusters Score -8628246 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75351 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -8628289.000000 Penalty: 3653.234863
	Iteration 45Q: 3 clusters Score -8628289 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75394 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -8628320.000000 Penalty: 3653.234863
	Iteration 46Q: 3 clusters Score -8628320 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75430 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -8628350.000000 Penalty: 3653.234863
	Iteration 47Q: 3 clusters Score -8628350 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75448 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -8628360.000000 Penalty: 3653.234863
	Iteration 48Q: 3 clusters Score -8628360 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75470 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -8628361.000000 Penalty: 3653.234863
	Iteration 49Q: 3 clusters Score -8628361 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75492 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -8628380.000000 Penalty: 3653.234863
	Iteration 50Q: 3 clusters Score -8628380 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75513 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -8628382.000000 Penalty: 3653.234863
	Iteration 51Q: 3 clusters Score -8628382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75527 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -8628393.000000 Penalty: 3653.234863
	Iteration 52Q: 3 clusters Score -8628393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75537 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -8628393.000000 Penalty: 3653.234863
	Iteration 53Q: 3 clusters Score -8628393 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75546 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -8628399.000000 Penalty: 3653.234863
	Iteration 54Q: 3 clusters Score -8628399 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75561 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -8628402.000000 Penalty: 3653.234863
	Iteration 55Q: 3 clusters Score -8628402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75572 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -8628412.000000 Penalty: 3653.234863
	Iteration 56Q: 3 clusters Score -8628412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75583 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -8628419.000000 Penalty: 3653.234863
	Iteration 57Q: 3 clusters Score -8628419 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75593 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -8628428.000000 Penalty: 3653.234863
	Iteration 58Q: 3 clusters Score -8628428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75599 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -8628428.000000 Penalty: 3653.234863
	Iteration 59Q: 3 clusters Score -8628428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75603 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -8628430.000000 Penalty: 3653.234863
	Iteration 60F: 3 clusters Score -8628430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75604 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -8628432.000000 Penalty: 3653.234863
	Iteration 61Q: 3 clusters Score -8628432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75603 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -8628440.000000 Penalty: 3653.234863
	Iteration 62Q: 3 clusters Score -8628440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75604 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -8628430.000000 Penalty: 3653.234863
	Iteration 63Q: 3 clusters Score -8628430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75604 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -8628430.000000 Penalty: 3653.234863
	Iteration 64F: 3 clusters Score -8628430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Entering Unmasked Estep 
Score: -231883.031250 Penalty: 1233.349243
	Iteration 0F: 2 clusters Score -231883 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 958 members 
Entering Unmasked Estep 
Score: -229781.375000 Penalty: 2466.698486
	Iteration 0F: 3 clusters Score -229781.4 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -230215.937500 Penalty: 2466.698486
	Iteration 1F: 3 clusters Score -230215.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -230337.890625 Penalty: 2466.698486
	Iteration 2F: 3 clusters Score -230337.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -230409.375000 Penalty: 2466.698486
	Iteration 3F: 3 clusters Score -230409.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -230461.796875 Penalty: 2466.698486
	Iteration 4Q: 3 clusters Score -230461.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -230500.453125 Penalty: 2466.698486
	Iteration 5Q: 3 clusters Score -230500.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -230530.625000 Penalty: 2466.698486
	Iteration 6Q: 3 clusters Score -230530.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -230545.890625 Penalty: 2466.698486
	Iteration 7Q: 3 clusters Score -230545.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -230557.312500 Penalty: 2466.698486
	Iteration 8Q: 3 clusters Score -230557.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -230567.562500 Penalty: 2466.698486
	Iteration 9Q: 3 clusters Score -230567.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -230581.265625 Penalty: 2466.698486
	Iteration 10Q: 3 clusters Score -230581.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -230595.937500 Penalty: 2466.698486
	Iteration 11Q: 3 clusters Score -230595.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -230610.812500 Penalty: 2466.698486
	Iteration 12Q: 3 clusters Score -230610.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -230624.671875 Penalty: 2466.698486
	Iteration 13Q: 3 clusters Score -230624.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -230636.656250 Penalty: 2466.698486
	Iteration 14Q: 3 clusters Score -230636.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -230648.781250 Penalty: 2466.698486
	Iteration 15Q: 3 clusters Score -230648.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -230656.406250 Penalty: 2466.698486
	Iteration 16Q: 3 clusters Score -230656.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -230664.578125 Penalty: 2466.698486
	Iteration 17Q: 3 clusters Score -230664.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -230675.515625 Penalty: 2466.698486
	Iteration 18Q: 3 clusters Score -230675.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -230687.375000 Penalty: 2466.698486
	Iteration 19Q: 3 clusters Score -230687.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -230695.578125 Penalty: 2466.698486
	Iteration 20F: 3 clusters Score -230695.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -230701.718750 Penalty: 2466.698486
	Iteration 21Q: 3 clusters Score -230701.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -230705.828125 Penalty: 2466.698486
	Iteration 22Q: 3 clusters Score -230705.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -230710.828125 Penalty: 2466.698486
	Iteration 23Q: 3 clusters Score -230710.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -230716.984375 Penalty: 2466.698486
	Iteration 24Q: 3 clusters Score -230717 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -230727.093750 Penalty: 2466.698486
	Iteration 25Q: 3 clusters Score -230727.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -230737.140625 Penalty: 2466.698486
	Iteration 26Q: 3 clusters Score -230737.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -230744.656250 Penalty: 2466.698486
	Iteration 27Q: 3 clusters Score -230744.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -230752.781250 Penalty: 2466.698486
	Iteration 28Q: 3 clusters Score -230752.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -230760.671875 Penalty: 2466.698486
	Iteration 29Q: 3 clusters Score -230760.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -230774.781250 Penalty: 2466.698486
	Iteration 30Q: 3 clusters Score -230774.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -230786.796875 Penalty: 2466.698486
	Iteration 31Q: 3 clusters Score -230786.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -230798.390625 Penalty: 2466.698486
	Iteration 32Q: 3 clusters Score -230798.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -230810.265625 Penalty: 2466.698486
	Iteration 33Q: 3 clusters Score -230810.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -230821.171875 Penalty: 2466.698486
	Iteration 34Q: 3 clusters Score -230821.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -230832.265625 Penalty: 2466.698486
	Iteration 35Q: 3 clusters Score -230832.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -230845.546875 Penalty: 2466.698486
	Iteration 36Q: 3 clusters Score -230845.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -230856.609375 Penalty: 2466.698486
	Iteration 37Q: 3 clusters Score -230856.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -230863.359375 Penalty: 2466.698486
	Iteration 38Q: 3 clusters Score -230863.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -230870.187500 Penalty: 2466.698486
	Iteration 39Q: 3 clusters Score -230870.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -230875.796875 Penalty: 2466.698486
	Iteration 40F: 3 clusters Score -230875.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -230881.140625 Penalty: 2466.698486
	Iteration 41Q: 3 clusters Score -230881.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -230885.156250 Penalty: 2466.698486
	Iteration 42Q: 3 clusters Score -230885.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -230888.406250 Penalty: 2466.698486
	Iteration 43Q: 3 clusters Score -230888.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -230891.531250 Penalty: 2466.698486
	Iteration 44Q: 3 clusters Score -230891.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -230894.828125 Penalty: 2466.698486
	Iteration 45Q: 3 clusters Score -230894.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -230898.656250 Penalty: 2466.698486
	Iteration 46Q: 3 clusters Score -230898.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -230900.781250 Penalty: 2466.698486
	Iteration 47Q: 3 clusters Score -230900.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -230905.421875 Penalty: 2466.698486
	Iteration 48Q: 3 clusters Score -230905.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -230908.796875 Penalty: 2466.698486
	Iteration 49Q: 3 clusters Score -230908.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -230910.125000 Penalty: 2466.698486
	Iteration 50Q: 3 clusters Score -230910.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -230912.656250 Penalty: 2466.698486
	Iteration 51Q: 3 clusters Score -230912.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -230914.156250 Penalty: 2466.698486
	Iteration 52Q: 3 clusters Score -230914.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -230914.156250 Penalty: 2466.698486
	Iteration 53F: 3 clusters Score -230914.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (8230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Entering Unmasked Estep 
Score: -997509.437500 Penalty: 1465.025391
	Iteration 0F: 2 clusters Score -997509.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -991449.312500 Penalty: 2930.050781
	Iteration 0F: 3 clusters Score -991449.3 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -993086.687500 Penalty: 2930.050781
	Iteration 1F: 3 clusters Score -993086.7 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -993326.000000 Penalty: 2930.050781
	Iteration 2F: 3 clusters Score -993326 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -993486.625000 Penalty: 2930.050781
	Iteration 3F: 3 clusters Score -993486.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -993657.875000 Penalty: 2930.050781
	Iteration 4F: 3 clusters Score -993657.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -993754.062500 Penalty: 2930.050781
	Iteration 5Q: 3 clusters Score -993754.1 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -993889.687500 Penalty: 2930.050781
	Iteration 6F: 3 clusters Score -993889.7 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -994067.437500 Penalty: 2930.050781
	Iteration 7F: 3 clusters Score -994067.4 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -994282.312500 Penalty: 2930.050781
	Iteration 8F: 3 clusters Score -994282.3 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -994525.500000 Penalty: 2930.050781
	Iteration 9F: 3 clusters Score -994525.5 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -994990.312500 Penalty: 2930.050781
	Iteration 10Q: 3 clusters Score -994990.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -995409.937500 Penalty: 2930.050781
	Iteration 11Q: 3 clusters Score -995409.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -995700.062500 Penalty: 2930.050781
	Iteration 12Q: 3 clusters Score -995700.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -995836.875000 Penalty: 2930.050781
	Iteration 13Q: 3 clusters Score -995836.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -995882.062500 Penalty: 2930.050781
	Iteration 14Q: 3 clusters Score -995882.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -995976.250000 Penalty: 2930.050781
	Iteration 15Q: 3 clusters Score -995976.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -995989.000000 Penalty: 2930.050781
	Iteration 16Q: 3 clusters Score -995989 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -996051.375000 Penalty: 2930.050781
	Iteration 17Q: 3 clusters Score -996051.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -996069.437500 Penalty: 2930.050781
	Iteration 18Q: 3 clusters Score -996069.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -996124.375000 Penalty: 2930.050781
	Iteration 19Q: 3 clusters Score -996124.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -996133.187500 Penalty: 2930.050781
	Iteration 20F: 3 clusters Score -996133.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -996157.437500 Penalty: 2930.050781
	Iteration 21Q: 3 clusters Score -996157.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -996165.437500 Penalty: 2930.050781
	Iteration 22Q: 3 clusters Score -996165.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -996153.000000 Penalty: 2930.050781
	Iteration 23Q: 3 clusters Score -996153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -996177.500000 Penalty: 2930.050781
	Iteration 24Q: 3 clusters Score -996177.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -996172.562500 Penalty: 2930.050781
	Iteration 25Q: 3 clusters Score -996172.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -996154.750000 Penalty: 2930.050781
	Iteration 26Q: 3 clusters Score -996154.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -996154.750000 Penalty: 2930.050781
	Iteration 27F: 3 clusters Score -996154.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Entering Unmasked Estep 
Score: -28222.298828 Penalty: 963.558228
	Iteration 0F: 2 clusters Score -28222.3 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 173 members 
Entering Unmasked Estep 
Score: -27291.972656 Penalty: 1927.116455
	Iteration 0F: 3 clusters Score -27291.97 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -27583.906250 Penalty: 1927.116455
	Iteration 1F: 3 clusters Score -27583.91 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -27740.669922 Penalty: 1927.116455
	Iteration 2F: 3 clusters Score -27740.67 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -27836.171875 Penalty: 1927.116455
	Iteration 3F: 3 clusters Score -27836.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -27904.177734 Penalty: 1927.116455
	Iteration 4Q: 3 clusters Score -27904.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -27922.503906 Penalty: 1927.116455
	Iteration 5Q: 3 clusters Score -27922.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -27926.542969 Penalty: 1927.116455
	Iteration 6Q: 3 clusters Score -27926.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -27926.542969 Penalty: 1927.116455
	Iteration 7F: 3 clusters Score -27926.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Entering Unmasked Estep 
Score: -411893.125000 Penalty: 1340.130615
	Iteration 0F: 2 clusters Score -411893.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -408621.562500 Penalty: 2680.261230
	Iteration 0F: 3 clusters Score -408621.6 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -409498.531250 Penalty: 2680.261230
	Iteration 1F: 3 clusters Score -409498.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -409698.531250 Penalty: 2680.261230
	Iteration 2F: 3 clusters Score -409698.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -409817.281250 Penalty: 2680.261230
	Iteration 3F: 3 clusters Score -409817.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -409911.250000 Penalty: 2680.261230
	Iteration 4Q: 3 clusters Score -409911.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -409992.906250 Penalty: 2680.261230
	Iteration 5Q: 3 clusters Score -409992.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -410060.093750 Penalty: 2680.261230
	Iteration 6Q: 3 clusters Score -410060.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -410110.843750 Penalty: 2680.261230
	Iteration 7Q: 3 clusters Score -410110.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -410162.062500 Penalty: 2680.261230
	Iteration 8Q: 3 clusters Score -410162.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -410198.218750 Penalty: 2680.261230
	Iteration 9Q: 3 clusters Score -410198.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -410233.093750 Penalty: 2680.261230
	Iteration 10Q: 3 clusters Score -410233.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -410270.812500 Penalty: 2680.261230
	Iteration 11Q: 3 clusters Score -410270.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -410311.781250 Penalty: 2680.261230
	Iteration 12Q: 3 clusters Score -410311.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -410357.218750 Penalty: 2680.261230
	Iteration 13Q: 3 clusters Score -410357.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -410400.437500 Penalty: 2680.261230
	Iteration 14Q: 3 clusters Score -410400.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -410441.625000 Penalty: 2680.261230
	Iteration 15Q: 3 clusters Score -410441.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -410483.500000 Penalty: 2680.261230
	Iteration 16Q: 3 clusters Score -410483.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -410520.468750 Penalty: 2680.261230
	Iteration 17Q: 3 clusters Score -410520.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -410558.468750 Penalty: 2680.261230
	Iteration 18Q: 3 clusters Score -410558.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -410595.656250 Penalty: 2680.261230
	Iteration 19Q: 3 clusters Score -410595.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -410626.375000 Penalty: 2680.261230
	Iteration 20F: 3 clusters Score -410626.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -410655.000000 Penalty: 2680.261230
	Iteration 21Q: 3 clusters Score -410655 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -410681.937500 Penalty: 2680.261230
	Iteration 22Q: 3 clusters Score -410681.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -410699.812500 Penalty: 2680.261230
	Iteration 23Q: 3 clusters Score -410699.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -410715.500000 Penalty: 2680.261230
	Iteration 24Q: 3 clusters Score -410715.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -410729.906250 Penalty: 2680.261230
	Iteration 25Q: 3 clusters Score -410729.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -410739.406250 Penalty: 2680.261230
	Iteration 26Q: 3 clusters Score -410739.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -410749.968750 Penalty: 2680.261230
	Iteration 27Q: 3 clusters Score -410750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -410755.937500 Penalty: 2680.261230
	Iteration 28Q: 3 clusters Score -410755.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -410759.281250 Penalty: 2680.261230
	Iteration 29Q: 3 clusters Score -410759.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -410764.437500 Penalty: 2680.261230
	Iteration 30Q: 3 clusters Score -410764.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -410768.062500 Penalty: 2680.261230
	Iteration 31Q: 3 clusters Score -410768.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -410770.656250 Penalty: 2680.261230
	Iteration 32Q: 3 clusters Score -410770.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -410771.562500 Penalty: 2680.261230
	Iteration 33Q: 3 clusters Score -410771.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -410772.750000 Penalty: 2680.261230
	Iteration 34Q: 3 clusters Score -410772.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -410777.531250 Penalty: 2680.261230
	Iteration 35Q: 3 clusters Score -410777.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -410778.812500 Penalty: 2680.261230
	Iteration 36Q: 3 clusters Score -410778.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -410781.250000 Penalty: 2680.261230
	Iteration 37Q: 3 clusters Score -410781.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -410784.250000 Penalty: 2680.261230
	Iteration 38Q: 3 clusters Score -410784.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -410786.906250 Penalty: 2680.261230
	Iteration 39Q: 3 clusters Score -410786.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -410791.281250 Penalty: 2680.261230
	Iteration 40F: 3 clusters Score -410791.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -410793.562500 Penalty: 2680.261230
	Iteration 41Q: 3 clusters Score -410793.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -410795.625000 Penalty: 2680.261230
	Iteration 42Q: 3 clusters Score -410795.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -410795.343750 Penalty: 2680.261230
	Iteration 43Q: 3 clusters Score -410795.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -410796.906250 Penalty: 2680.261230
	Iteration 44Q: 3 clusters Score -410796.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -410799.562500 Penalty: 2680.261230
	Iteration 45Q: 3 clusters Score -410799.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -410799.562500 Penalty: 2680.261230
	Iteration 46F: 3 clusters Score -410799.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Entering Unmasked Estep 
Score: -112158.507812 Penalty: 1146.488281
	Iteration 0F: 2 clusters Score -112158.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -110639.898438 Penalty: 2292.976562
	Iteration 0F: 3 clusters Score -110639.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -110948.031250 Penalty: 2292.976562
	Iteration 1F: 3 clusters Score -110948 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -111026.343750 Penalty: 2292.976562
	Iteration 2F: 3 clusters Score -111026.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -111064.148438 Penalty: 2292.976562
	Iteration 3Q: 3 clusters Score -111064.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -111090.539062 Penalty: 2292.976562
	Iteration 4Q: 3 clusters Score -111090.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -111119.335938 Penalty: 2292.976562
	Iteration 5Q: 3 clusters Score -111119.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -111144.257812 Penalty: 2292.976562
	Iteration 6Q: 3 clusters Score -111144.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -111164.734375 Penalty: 2292.976562
	Iteration 7Q: 3 clusters Score -111164.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -111175.750000 Penalty: 2292.976562
	Iteration 8Q: 3 clusters Score -111175.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -111191.960938 Penalty: 2292.976562
	Iteration 9Q: 3 clusters Score -111192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -111215.250000 Penalty: 2292.976562
	Iteration 10Q: 3 clusters Score -111215.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -111236.625000 Penalty: 2292.976562
	Iteration 11Q: 3 clusters Score -111236.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -111249.500000 Penalty: 2292.976562
	Iteration 12Q: 3 clusters Score -111249.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -111258.742188 Penalty: 2292.976562
	Iteration 13Q: 3 clusters Score -111258.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -111267.140625 Penalty: 2292.976562
	Iteration 14Q: 3 clusters Score -111267.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -111277.812500 Penalty: 2292.976562
	Iteration 15Q: 3 clusters Score -111277.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -111290.406250 Penalty: 2292.976562
	Iteration 16Q: 3 clusters Score -111290.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -111302.500000 Penalty: 2292.976562
	Iteration 17Q: 3 clusters Score -111302.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -111307.640625 Penalty: 2292.976562
	Iteration 18Q: 3 clusters Score -111307.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -111310.117188 Penalty: 2292.976562
	Iteration 19Q: 3 clusters Score -111310.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -111311.062500 Penalty: 2292.976562
	Iteration 20F: 3 clusters Score -111311.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -111312.718750 Penalty: 2292.976562
	Iteration 21Q: 3 clusters Score -111312.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -111313.625000 Penalty: 2292.976562
	Iteration 22Q: 3 clusters Score -111313.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -111313.984375 Penalty: 2292.976562
	Iteration 23Q: 3 clusters Score -111314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -111313.984375 Penalty: 2292.976562
	Iteration 24F: 3 clusters Score -111314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (27216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Entering Unmasked Estep 
Score: -3160209.750000 Penalty: 1659.378540
	Iteration 0F: 2 clusters Score -3160210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -3141908.250000 Penalty: 3318.757080
	Iteration 0F: 3 clusters Score -3141908 nChanged 12359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -3148620.000000 Penalty: 3318.757080
	Iteration 1F: 3 clusters Score -3148620 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -3148927.000000 Penalty: 3318.757080
	Iteration 2Q: 3 clusters Score -3148927 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -3149160.750000 Penalty: 3318.757080
	Iteration 3Q: 3 clusters Score -3149161 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -3149349.250000 Penalty: 3318.757080
	Iteration 4Q: 3 clusters Score -3149349 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -3149589.250000 Penalty: 3318.757080
	Iteration 5Q: 3 clusters Score -3149589 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -3149834.750000 Penalty: 3318.757080
	Iteration 6Q: 3 clusters Score -3149835 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -3150132.500000 Penalty: 3318.757080
	Iteration 7Q: 3 clusters Score -3150132 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -3150653.250000 Penalty: 3318.757080
	Iteration 8Q: 3 clusters Score -3150653 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -3151546.000000 Penalty: 3318.757080
	Iteration 9F: 3 clusters Score -3151546 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -3152832.750000 Penalty: 3318.757080
	Iteration 10F: 3 clusters Score -3152833 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -3154527.000000 Penalty: 3318.757080
	Iteration 11F: 3 clusters Score -3154527 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -3156227.250000 Penalty: 3318.757080
	Iteration 12F: 3 clusters Score -3156227 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -3157648.000000 Penalty: 3318.757080
	Iteration 13Q: 3 clusters Score -3157648 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -3158556.500000 Penalty: 3318.757080
	Iteration 14Q: 3 clusters Score -3158556 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -3158877.000000 Penalty: 3318.757080
	Iteration 15Q: 3 clusters Score -3158877 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -3158970.500000 Penalty: 3318.757080
	Iteration 16Q: 3 clusters Score -3158970 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -3159002.000000 Penalty: 3318.757080
	Iteration 17Q: 3 clusters Score -3159002 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -3159033.750000 Penalty: 3318.757080
	Iteration 18Q: 3 clusters Score -3159034 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 24447 members 
Entering Unmasked Estep 
Score: -3159047.000000 Penalty: 3318.757080
	Iteration 19Q: 3 clusters Score -3159047 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -3159057.750000 Penalty: 3318.757080
	Iteration 20F: 3 clusters Score -3159058 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -3159065.500000 Penalty: 3318.757080
	Iteration 21Q: 3 clusters Score -3159066 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -3159062.500000 Penalty: 3318.757080
	Iteration 22Q: 3 clusters Score -3159062 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
Score: -3159072.000000 Penalty: 3318.757080
	Iteration 23Q: 3 clusters Score -3159072 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -3159077.750000 Penalty: 3318.757080
	Iteration 24Q: 3 clusters Score -3159078 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
Score: -3159075.750000 Penalty: 3318.757080
	Iteration 25Q: 3 clusters Score -3159076 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -3159084.250000 Penalty: 3318.757080
	Iteration 26Q: 3 clusters Score -3159084 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
Score: -3159093.250000 Penalty: 3318.757080
	Iteration 27Q: 3 clusters Score -3159093 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -3159092.250000 Penalty: 3318.757080
	Iteration 28Q: 3 clusters Score -3159092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -3159099.750000 Penalty: 3318.757080
	Iteration 29Q: 3 clusters Score -3159100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -3159095.000000 Penalty: 3318.757080
	Iteration 30Q: 3 clusters Score -3159095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -3159095.500000 Penalty: 3318.757080
	Iteration 31Q: 3 clusters Score -3159096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -3159096.750000 Penalty: 3318.757080
	Iteration 32Q: 3 clusters Score -3159097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -3159101.000000 Penalty: 3318.757080
	Iteration 33Q: 3 clusters Score -3159101 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 24505 members 
Entering Unmasked Estep 
Score: -3159096.000000 Penalty: 3318.757080
	Iteration 34Q: 3 clusters Score -3159096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -3159097.000000 Penalty: 3318.757080
	Iteration 35Q: 3 clusters Score -3159097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -3159101.250000 Penalty: 3318.757080
	Iteration 36Q: 3 clusters Score -3159101 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -3159097.250000 Penalty: 3318.757080
	Iteration 37Q: 3 clusters Score -3159097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -3159097.250000 Penalty: 3318.757080
	Iteration 38Q: 3 clusters Score -3159097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -3159100.500000 Penalty: 3318.757080
	Iteration 39Q: 3 clusters Score -3159100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -3159104.500000 Penalty: 3318.757080
	Iteration 40F: 3 clusters Score -3159104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -3159106.500000 Penalty: 3318.757080
	Iteration 41Q: 3 clusters Score -3159106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -3159101.500000 Penalty: 3318.757080
	Iteration 42Q: 3 clusters Score -3159102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -3159102.250000 Penalty: 3318.757080
	Iteration 43Q: 3 clusters Score -3159102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -3159102.500000 Penalty: 3318.757080
	Iteration 44Q: 3 clusters Score -3159102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -3159098.250000 Penalty: 3318.757080
	Iteration 45Q: 3 clusters Score -3159098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -3159094.750000 Penalty: 3318.757080
	Iteration 46Q: 3 clusters Score -3159095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -3159097.750000 Penalty: 3318.757080
	Iteration 47Q: 3 clusters Score -3159098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
Score: -3159102.000000 Penalty: 3318.757080
	Iteration 48Q: 3 clusters Score -3159102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -3159103.500000 Penalty: 3318.757080
	Iteration 49Q: 3 clusters Score -3159104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -3159106.750000 Penalty: 3318.757080
	Iteration 50Q: 3 clusters Score -3159107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -3159108.750000 Penalty: 3318.757080
	Iteration 51Q: 3 clusters Score -3159109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -3159110.500000 Penalty: 3318.757080
	Iteration 52Q: 3 clusters Score -3159110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -3159110.750000 Penalty: 3318.757080
	Iteration 53Q: 3 clusters Score -3159111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -3159111.500000 Penalty: 3318.757080
	Iteration 54Q: 3 clusters Score -3159112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -3159114.250000 Penalty: 3318.757080
	Iteration 55Q: 3 clusters Score -3159114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -3159114.000000 Penalty: 3318.757080
	Iteration 56Q: 3 clusters Score -3159114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -3159118.250000 Penalty: 3318.757080
	Iteration 57Q: 3 clusters Score -3159118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -3159118.250000 Penalty: 3318.757080
	Iteration 58F: 3 clusters Score -3159118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (56219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56219 members 
Entering Unmasked Estep 
Score: -6708304.000000 Penalty: 1777.264038
	Iteration 0F: 2 clusters Score -6708304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -6670919 nChanged 26356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -6685652.500000 Penalty: 3554.528076
	Iteration 1F: 3 clusters Score -6685652 nChanged 1700
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -6685913 nChanged 1631
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -6686270 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29691 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -6686615 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -6687018 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32043 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -6687585.500000 Penalty: 3554.528076
	Iteration 6Q: 3 clusters Score -6687586 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -6688645 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36821 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -6690405 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -6692923 nChanged 3870
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43579 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -6696401 nChanged 3274
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46357 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -6699903.500000 Penalty: 3554.528076
	Iteration 11F: 3 clusters Score -6699904 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48021 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -6702388.500000 Penalty: 3554.528076
	Iteration 12Q: 3 clusters Score -6702388 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48688 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -6703580 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48910 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -6704061.500000 Penalty: 3554.528076
	Iteration 14Q: 3 clusters Score -6704062 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49008 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -6704302.500000 Penalty: 3554.528076
	Iteration 15Q: 3 clusters Score -6704302 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48967 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -6704480.000000 Penalty: 3554.528076
	Iteration 16Q: 3 clusters Score -6704480 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48895 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -6704538.500000 Penalty: 3554.528076
	Iteration 17Q: 3 clusters Score -6704538 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48886 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -6704643.500000 Penalty: 3554.528076
	Iteration 18Q: 3 clusters Score -6704644 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48736 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -6704815.500000 Penalty: 3554.528076
	Iteration 19Q: 3 clusters Score -6704816 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48557 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -6704936.000000 Penalty: 3554.528076
	Iteration 20F: 3 clusters Score -6704936 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48404 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -6705102.500000 Penalty: 3554.528076
	Iteration 21Q: 3 clusters Score -6705102 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48267 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -6705236.000000 Penalty: 3554.528076
	Iteration 22Q: 3 clusters Score -6705236 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48134 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -6705356.000000 Penalty: 3554.528076
	Iteration 23Q: 3 clusters Score -6705356 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48067 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -6705483.000000 Penalty: 3554.528076
	Iteration 24Q: 3 clusters Score -6705483 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47932 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -6705584.500000 Penalty: 3554.528076
	Iteration 25Q: 3 clusters Score -6705584 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47828 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -6705715.500000 Penalty: 3554.528076
	Iteration 26Q: 3 clusters Score -6705716 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47729 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -6705824.000000 Penalty: 3554.528076
	Iteration 27Q: 3 clusters Score -6705824 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47838 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -6705999.000000 Penalty: 3554.528076
	Iteration 28Q: 3 clusters Score -6705999 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47786 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -6706097.000000 Penalty: 3554.528076
	Iteration 29Q: 3 clusters Score -6706097 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47915 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -6706186.000000 Penalty: 3554.528076
	Iteration 30Q: 3 clusters Score -6706186 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47853 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -6706207.000000 Penalty: 3554.528076
	Iteration 31Q: 3 clusters Score -6706207 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47985 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -6706253.000000 Penalty: 3554.528076
	Iteration 32Q: 3 clusters Score -6706253 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47812 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -6706252.500000 Penalty: 3554.528076
	Iteration 33Q: 3 clusters Score -6706252 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47806 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -6706259.000000 Penalty: 3554.528076
	Iteration 34Q: 3 clusters Score -6706259 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47759 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -6706230.500000 Penalty: 3554.528076
	Iteration 35Q: 3 clusters Score -6706230 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47956 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -6706285.500000 Penalty: 3554.528076
	Iteration 36Q: 3 clusters Score -6706286 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47800 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -6706261.000000 Penalty: 3554.528076
	Iteration 37Q: 3 clusters Score -6706261 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47786 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6706262 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47745 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -6706233.000000 Penalty: 3554.528076
	Iteration 39Q: 3 clusters Score -6706233 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47739 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -6706278.000000 Penalty: 3554.528076
	Iteration 40F: 3 clusters Score -6706278 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47775 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -6706325.000000 Penalty: 3554.528076
	Iteration 41Q: 3 clusters Score -6706325 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47767 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -6706306.000000 Penalty: 3554.528076
	Iteration 42Q: 3 clusters Score -6706306 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47685 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -6706299.500000 Penalty: 3554.528076
	Iteration 43Q: 3 clusters Score -6706300 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47704 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -6706277.000000 Penalty: 3554.528076
	Iteration 44Q: 3 clusters Score -6706277 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47654 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -6706269.000000 Penalty: 3554.528076
	Iteration 45Q: 3 clusters Score -6706269 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47746 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -6706300.000000 Penalty: 3554.528076
	Iteration 46Q: 3 clusters Score -6706300 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47702 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -6706296.500000 Penalty: 3554.528076
	Iteration 47Q: 3 clusters Score -6706296 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47753 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -6706322.000000 Penalty: 3554.528076
	Iteration 48Q: 3 clusters Score -6706322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47772 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -6706274.500000 Penalty: 3554.528076
	Iteration 49Q: 3 clusters Score -6706274 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47652 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -6706269.000000 Penalty: 3554.528076
	Iteration 50Q: 3 clusters Score -6706269 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47760 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -6706316.000000 Penalty: 3554.528076
	Iteration 51Q: 3 clusters Score -6706316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47747 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -6706297.500000 Penalty: 3554.528076
	Iteration 52Q: 3 clusters Score -6706298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47754 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -6706307.500000 Penalty: 3554.528076
	Iteration 53Q: 3 clusters Score -6706308 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47718 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -6706267.000000 Penalty: 3554.528076
	Iteration 54Q: 3 clusters Score -6706267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47716 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -6706276.500000 Penalty: 3554.528076
	Iteration 55Q: 3 clusters Score -6706276 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47829 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -6706303.500000 Penalty: 3554.528076
	Iteration 56Q: 3 clusters Score -6706304 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47844 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -6706316.000000 Penalty: 3554.528076
	Iteration 57Q: 3 clusters Score -6706316 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47718 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -6706282.500000 Penalty: 3554.528076
	Iteration 58Q: 3 clusters Score -6706282 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47774 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -6706302.500000 Penalty: 3554.528076
	Iteration 59Q: 3 clusters Score -6706302 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47794 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -6706304.500000 Penalty: 3554.528076
	Iteration 60F: 3 clusters Score -6706304 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47831 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -6706323.500000 Penalty: 3554.528076
	Iteration 61Q: 3 clusters Score -6706324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47838 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -6706333.500000 Penalty: 3554.528076
	Iteration 62Q: 3 clusters Score -6706334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47844 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -6706335.500000 Penalty: 3554.528076
	Iteration 63Q: 3 clusters Score -6706336 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47816 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -6706325.500000 Penalty: 3554.528076
	Iteration 64Q: 3 clusters Score -6706326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47817 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -6706321.500000 Penalty: 3554.528076
	Iteration 65Q: 3 clusters Score -6706322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47808 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -6706305.500000 Penalty: 3554.528076
	Iteration 66Q: 3 clusters Score -6706306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47789 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -6706288.000000 Penalty: 3554.528076
	Iteration 67Q: 3 clusters Score -6706288 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47748 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -6706304.500000 Penalty: 3554.528076
	Iteration 68Q: 3 clusters Score -6706304 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47777 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -6706313.500000 Penalty: 3554.528076
	Iteration 69Q: 3 clusters Score -6706314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47765 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -6706307.000000 Penalty: 3554.528076
	Iteration 70Q: 3 clusters Score -6706307 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47809 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -6706326.000000 Penalty: 3554.528076
	Iteration 71Q: 3 clusters Score -6706326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47802 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -6706297.000000 Penalty: 3554.528076
	Iteration 72Q: 3 clusters Score -6706297 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47727 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -6706291.500000 Penalty: 3554.528076
	Iteration 73Q: 3 clusters Score -6706292 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47848 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -6706331.000000 Penalty: 3554.528076
	Iteration 74Q: 3 clusters Score -6706331 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47772 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -6706321.500000 Penalty: 3554.528076
	Iteration 75Q: 3 clusters Score -6706322 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47823 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -6706306.000000 Penalty: 3554.528076
	Iteration 76Q: 3 clusters Score -6706306 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47721 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -6706271.000000 Penalty: 3554.528076
	Iteration 77Q: 3 clusters Score -6706271 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47879 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -6706326.500000 Penalty: 3554.528076
	Iteration 78Q: 3 clusters Score -6706326 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47849 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -6706312.000000 Penalty: 3554.528076
	Iteration 79Q: 3 clusters Score -6706312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47829 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -6706285.500000 Penalty: 3554.528076
	Iteration 80F: 3 clusters Score -6706286 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47943 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -6706305.000000 Penalty: 3554.528076
	Iteration 81Q: 3 clusters Score -6706305 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47981 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -6706317.500000 Penalty: 3554.528076
	Iteration 82Q: 3 clusters Score -6706318 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47797 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -6706291.500000 Penalty: 3554.528076
	Iteration 83Q: 3 clusters Score -6706292 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47920 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -6706297.000000 Penalty: 3554.528076
	Iteration 84Q: 3 clusters Score -6706297 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47985 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -6706310.000000 Penalty: 3554.528076
	Iteration 85Q: 3 clusters Score -6706310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47996 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -6706326.000000 Penalty: 3554.528076
	Iteration 86Q: 3 clusters Score -6706326 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47962 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -6706302.500000 Penalty: 3554.528076
	Iteration 87Q: 3 clusters Score -6706302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47974 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -6706312.500000 Penalty: 3554.528076
	Iteration 88Q: 3 clusters Score -6706312 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47973 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -6706304.000000 Penalty: 3554.528076
	Iteration 89Q: 3 clusters Score -6706304 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47973 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -6706304.000000 Penalty: 3554.528076
	Iteration 90F: 3 clusters Score -6706304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -31368.451172 Penalty: 985.365051
	Iteration 0F: 2 clusters Score -31368.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -30422.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -30721.457031 Penalty: 1970.730103
	Iteration 1F: 3 clusters Score -30721.46 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -30845.537109 Penalty: 1970.730103
	Iteration 2F: 3 clusters Score -30845.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -30938.869141 Penalty: 1970.730103
	Iteration 3F: 3 clusters Score -30938.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -31005.134766 Penalty: 1970.730103
	Iteration 4Q: 3 clusters Score -31005.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -31066.806641 Penalty: 1970.730103
	Iteration 5Q: 3 clusters Score -31066.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -31107.560547 Penalty: 1970.730103
	Iteration 6Q: 3 clusters Score -31107.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -31151.886719 Penalty: 1970.730103
	Iteration 7Q: 3 clusters Score -31151.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -31186.378906 Penalty: 1970.730103
	Iteration 8Q: 3 clusters Score -31186.38 nChanged 5
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: -31193.359375 Penalty: 1970.730103
	Iteration 9Q: 3 clusters Score -31193.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -31194.654297 Penalty: 1970.730103
	Iteration 10Q: 3 clusters Score -31194.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -31197.212891 Penalty: 1970.730103
	Iteration 11Q: 3 clusters Score -31197.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -31197.212891 Penalty: 1970.730103
	Iteration 12F: 3 clusters Score -31197.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Entering Unmasked Estep 
Score: -79224.882812 Penalty: 1074.674927
	Iteration 0F: 2 clusters Score -79224.88 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 376 members 
Entering Unmasked Estep 
Score: -77960.851562 Penalty: 2149.349854
	Iteration 0F: 3 clusters Score -77960.85 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -78162.882812 Penalty: 2149.349854
	Iteration 1F: 3 clusters Score -78162.88 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -78226.617188 Penalty: 2149.349854
	Iteration 2F: 3 clusters Score -78226.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -78257.664062 Penalty: 2149.349854
	Iteration 3Q: 3 clusters Score -78257.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -78267.429688 Penalty: 2149.349854
	Iteration 4Q: 3 clusters Score -78267.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -78268.601562 Penalty: 2149.349854
	Iteration 5Q: 3 clusters Score -78268.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -78269.328125 Penalty: 2149.349854
	Iteration 6Q: 3 clusters Score -78269.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -78269.328125 Penalty: 2149.349854
	Iteration 7F: 3 clusters Score -78269.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (71114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71114 members 
Entering Unmasked Estep 
Score: -8447655.000000 Penalty: 1815.456299
	Iteration 0F: 2 clusters Score -8447655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -8400103.000000 Penalty: 3630.912598
	Iteration 0F: 3 clusters Score -8400103 nChanged 33665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 35318 members 
Entering Unmasked Estep 
Score: -8419319.000000 Penalty: 3630.912598
	Iteration 1F: 3 clusters Score -8419319 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 35221 members 
Entering Unmasked Estep 
Score: -8419768.000000 Penalty: 3630.912598
	Iteration 2Q: 3 clusters Score -8419768 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36022 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -8420152.000000 Penalty: 3630.912598
	Iteration 3Q: 3 clusters Score -8420152 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36187 members 
Mstep: Class 2 contains 34927 members 
Entering Unmasked Estep 
Score: -8420620.000000 Penalty: 3630.912598
	Iteration 4Q: 3 clusters Score -8420620 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36455 members 
Mstep: Class 2 contains 34659 members 
Entering Unmasked Estep 
Score: -8421056.000000 Penalty: 3630.912598
	Iteration 5Q: 3 clusters Score -8421056 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36833 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -8421522.000000 Penalty: 3630.912598
	Iteration 6Q: 3 clusters Score -8421522 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37484 members 
Mstep: Class 2 contains 33630 members 
Entering Unmasked Estep 
Score: -8422193.000000 Penalty: 3630.912598
	Iteration 7Q: 3 clusters Score -8422193 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38525 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -8423125.000000 Penalty: 3630.912598
	Iteration 8Q: 3 clusters Score -8423125 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39929 members 
Mstep: Class 2 contains 31185 members 
Entering Unmasked Estep 
Score: -8424391.000000 Penalty: 3630.912598
	Iteration 9Q: 3 clusters Score -8424391 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41798 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -8426155.000000 Penalty: 3630.912598
	Iteration 10Q: 3 clusters Score -8426155 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43945 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -8428295.000000 Penalty: 3630.912598
	Iteration 11F: 3 clusters Score -8428295 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46170 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -8430566.000000 Penalty: 3630.912598
	Iteration 12F: 3 clusters Score -8430566 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48167 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -8432598.000000 Penalty: 3630.912598
	Iteration 13Q: 3 clusters Score -8432598 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49810 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -8433932.000000 Penalty: 3630.912598
	Iteration 14Q: 3 clusters Score -8433932 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51206 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -8434796.000000 Penalty: 3630.912598
	Iteration 15Q: 3 clusters Score -8434796 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52422 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -8435381.000000 Penalty: 3630.912598
	Iteration 16Q: 3 clusters Score -8435381 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53628 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -8435819.000000 Penalty: 3630.912598
	Iteration 17Q: 3 clusters Score -8435819 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54855 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -8436281.000000 Penalty: 3630.912598
	Iteration 18Q: 3 clusters Score -8436281 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56124 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -8436774.000000 Penalty: 3630.912598
	Iteration 19Q: 3 clusters Score -8436774 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57446 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -8437275.000000 Penalty: 3630.912598
	Iteration 20F: 3 clusters Score -8437275 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58846 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -8437852.000000 Penalty: 3630.912598
	Iteration 21Q: 3 clusters Score -8437852 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60284 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -8438542.000000 Penalty: 3630.912598
	Iteration 22Q: 3 clusters Score -8438542 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61850 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -8439402.000000 Penalty: 3630.912598
	Iteration 23Q: 3 clusters Score -8439402 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63425 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -8440390.000000 Penalty: 3630.912598
	Iteration 24Q: 3 clusters Score -8440390 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64931 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -8441341.000000 Penalty: 3630.912598
	Iteration 25Q: 3 clusters Score -8441341 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66335 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -8442272.000000 Penalty: 3630.912598
	Iteration 26Q: 3 clusters Score -8442272 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67624 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -8443232.000000 Penalty: 3630.912598
	Iteration 27Q: 3 clusters Score -8443232 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68657 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -8444018.000000 Penalty: 3630.912598
	Iteration 28Q: 3 clusters Score -8444018 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69496 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -8444718.000000 Penalty: 3630.912598
	Iteration 29Q: 3 clusters Score -8444718 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70122 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -8445249.000000 Penalty: 3630.912598
	Iteration 30Q: 3 clusters Score -8445249 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70480 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -8445600.000000 Penalty: 3630.912598
	Iteration 31Q: 3 clusters Score -8445600 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70663 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -8445790.000000 Penalty: 3630.912598
	Iteration 32Q: 3 clusters Score -8445790 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70761 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -8445911.000000 Penalty: 3630.912598
	Iteration 33Q: 3 clusters Score -8445911 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70822 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8445981.000000 Penalty: 3630.912598
	Iteration 34Q: 3 clusters Score -8445981 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70847 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -8446009.000000 Penalty: 3630.912598
	Iteration 35Q: 3 clusters Score -8446009 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70859 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -8446019.000000 Penalty: 3630.912598
	Iteration 36Q: 3 clusters Score -8446019 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70870 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -8446025.000000 Penalty: 3630.912598
	Iteration 37Q: 3 clusters Score -8446025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70878 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -8446033.000000 Penalty: 3630.912598
	Iteration 38Q: 3 clusters Score -8446033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70882 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -8446033.000000 Penalty: 3630.912598
	Iteration 39Q: 3 clusters Score -8446033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70885 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -8446035.000000 Penalty: 3630.912598
	Iteration 40F: 3 clusters Score -8446035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70887 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -8446033.000000 Penalty: 3630.912598
	Iteration 41Q: 3 clusters Score -8446033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70888 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -8446041.000000 Penalty: 3630.912598
	Iteration 42Q: 3 clusters Score -8446041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70891 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -8446041.000000 Penalty: 3630.912598
	Iteration 43Q: 3 clusters Score -8446041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70893 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -8446039.000000 Penalty: 3630.912598
	Iteration 44Q: 3 clusters Score -8446039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70894 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -8446045.000000 Penalty: 3630.912598
	Iteration 45Q: 3 clusters Score -8446045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70894 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -8446049.000000 Penalty: 3630.912598
	Iteration 46Q: 3 clusters Score -8446049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70895 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -8446045.000000 Penalty: 3630.912598
	Iteration 47Q: 3 clusters Score -8446045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70895 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -8446045.000000 Penalty: 3630.912598
	Iteration 48F: 3 clusters Score -8446045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (27324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Entering Unmasked Estep 
Score: -2999725.500000 Penalty: 1660.022095
	Iteration 0F: 2 clusters Score -2999726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -2981417.750000 Penalty: 3320.044189
	Iteration 0F: 3 clusters Score -2981418 nChanged 12553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -2988481.250000 Penalty: 3320.044189
	Iteration 1F: 3 clusters Score -2988481 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -2989099.500000 Penalty: 3320.044189
	Iteration 2F: 3 clusters Score -2989100 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -2989724.000000 Penalty: 3320.044189
	Iteration 3F: 3 clusters Score -2989724 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -2990285.500000 Penalty: 3320.044189
	Iteration 4Q: 3 clusters Score -2990286 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -2990822.750000 Penalty: 3320.044189
	Iteration 5Q: 3 clusters Score -2990823 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -2991408.250000 Penalty: 3320.044189
	Iteration 6Q: 3 clusters Score -2991408 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -2992098.250000 Penalty: 3320.044189
	Iteration 7Q: 3 clusters Score -2992098 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -2992929.500000 Penalty: 3320.044189
	Iteration 8Q: 3 clusters Score -2992930 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -2993763.750000 Penalty: 3320.044189
	Iteration 9Q: 3 clusters Score -2993764 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -2994360.000000 Penalty: 3320.044189
	Iteration 10Q: 3 clusters Score -2994360 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -2994717.000000 Penalty: 3320.044189
	Iteration 11Q: 3 clusters Score -2994717 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -2994870.000000 Penalty: 3320.044189
	Iteration 12Q: 3 clusters Score -2994870 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -2994998.000000 Penalty: 3320.044189
	Iteration 13Q: 3 clusters Score -2994998 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -2995100.500000 Penalty: 3320.044189
	Iteration 14Q: 3 clusters Score -2995100 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -2995183.000000 Penalty: 3320.044189
	Iteration 15Q: 3 clusters Score -2995183 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -2995269.500000 Penalty: 3320.044189
	Iteration 16Q: 3 clusters Score -2995270 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -2995308.500000 Penalty: 3320.044189
	Iteration 17Q: 3 clusters Score -2995308 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -2995352.000000 Penalty: 3320.044189
	Iteration 18Q: 3 clusters Score -2995352 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -2995394.000000 Penalty: 3320.044189
	Iteration 19Q: 3 clusters Score -2995394 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -2995428.250000 Penalty: 3320.044189
	Iteration 20F: 3 clusters Score -2995428 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -2995457.000000 Penalty: 3320.044189
	Iteration 21Q: 3 clusters Score -2995457 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -2995477.250000 Penalty: 3320.044189
	Iteration 22Q: 3 clusters Score -2995477 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -2995481.750000 Penalty: 3320.044189
	Iteration 23Q: 3 clusters Score -2995482 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -2995512.250000 Penalty: 3320.044189
	Iteration 24Q: 3 clusters Score -2995512 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -2995517.750000 Penalty: 3320.044189
	Iteration 25Q: 3 clusters Score -2995518 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -2995536.750000 Penalty: 3320.044189
	Iteration 26Q: 3 clusters Score -2995537 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -2995542.500000 Penalty: 3320.044189
	Iteration 27Q: 3 clusters Score -2995542 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -2995540.250000 Penalty: 3320.044189
	Iteration 28Q: 3 clusters Score -2995540 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -2995546.250000 Penalty: 3320.044189
	Iteration 29Q: 3 clusters Score -2995546 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -2995548.250000 Penalty: 3320.044189
	Iteration 30Q: 3 clusters Score -2995548 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -2995555.000000 Penalty: 3320.044189
	Iteration 31Q: 3 clusters Score -2995555 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -2995558.250000 Penalty: 3320.044189
	Iteration 32Q: 3 clusters Score -2995558 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -2995571.250000 Penalty: 3320.044189
	Iteration 33Q: 3 clusters Score -2995571 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -2995589.000000 Penalty: 3320.044189
	Iteration 34Q: 3 clusters Score -2995589 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -2995600.000000 Penalty: 3320.044189
	Iteration 35Q: 3 clusters Score -2995600 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -2995623.000000 Penalty: 3320.044189
	Iteration 36Q: 3 clusters Score -2995623 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -2995632.250000 Penalty: 3320.044189
	Iteration 37Q: 3 clusters Score -2995632 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -2995634.250000 Penalty: 3320.044189
	Iteration 38Q: 3 clusters Score -2995634 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -2995644.000000 Penalty: 3320.044189
	Iteration 39Q: 3 clusters Score -2995644 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -2995662.000000 Penalty: 3320.044189
	Iteration 40F: 3 clusters Score -2995662 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -2995668.000000 Penalty: 3320.044189
	Iteration 41Q: 3 clusters Score -2995668 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -2995692.250000 Penalty: 3320.044189
	Iteration 42Q: 3 clusters Score -2995692 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -2995699.000000 Penalty: 3320.044189
	Iteration 43Q: 3 clusters Score -2995699 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -2995723.500000 Penalty: 3320.044189
	Iteration 44Q: 3 clusters Score -2995724 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -2995749.750000 Penalty: 3320.044189
	Iteration 45Q: 3 clusters Score -2995750 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -2995767.750000 Penalty: 3320.044189
	Iteration 46Q: 3 clusters Score -2995768 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -2995807.000000 Penalty: 3320.044189
	Iteration 47Q: 3 clusters Score -2995807 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -2995831.750000 Penalty: 3320.044189
	Iteration 48Q: 3 clusters Score -2995832 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -2995851.750000 Penalty: 3320.044189
	Iteration 49Q: 3 clusters Score -2995852 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -2995883.000000 Penalty: 3320.044189
	Iteration 50Q: 3 clusters Score -2995883 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -2995911.750000 Penalty: 3320.044189
	Iteration 51Q: 3 clusters Score -2995912 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -2995947.500000 Penalty: 3320.044189
	Iteration 52Q: 3 clusters Score -2995948 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -2996002.500000 Penalty: 3320.044189
	Iteration 53Q: 3 clusters Score -2996002 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -2996034.500000 Penalty: 3320.044189
	Iteration 54Q: 3 clusters Score -2996034 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -2996130.500000 Penalty: 3320.044189
	Iteration 55Q: 3 clusters Score -2996130 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -2996191.750000 Penalty: 3320.044189
	Iteration 56Q: 3 clusters Score -2996192 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -2996259.000000 Penalty: 3320.044189
	Iteration 57Q: 3 clusters Score -2996259 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -2996357.500000 Penalty: 3320.044189
	Iteration 58Q: 3 clusters Score -2996358 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -2996459.250000 Penalty: 3320.044189
	Iteration 59Q: 3 clusters Score -2996459 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -2996553.500000 Penalty: 3320.044189
	Iteration 60F: 3 clusters Score -2996554 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -2996678.750000 Penalty: 3320.044189
	Iteration 61Q: 3 clusters Score -2996679 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -2996802.000000 Penalty: 3320.044189
	Iteration 62Q: 3 clusters Score -2996802 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -2996901.250000 Penalty: 3320.044189
	Iteration 63Q: 3 clusters Score -2996901 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -2997044.000000 Penalty: 3320.044189
	Iteration 64Q: 3 clusters Score -2997044 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -2997142.750000 Penalty: 3320.044189
	Iteration 65Q: 3 clusters Score -2997143 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -2997267.500000 Penalty: 3320.044189
	Iteration 66Q: 3 clusters Score -2997268 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -2997368.000000 Penalty: 3320.044189
	Iteration 67Q: 3 clusters Score -2997368 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -2997486.500000 Penalty: 3320.044189
	Iteration 68Q: 3 clusters Score -2997486 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -2997586.750000 Penalty: 3320.044189
	Iteration 69Q: 3 clusters Score -2997587 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -2997638.750000 Penalty: 3320.044189
	Iteration 70Q: 3 clusters Score -2997639 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -2997717.000000 Penalty: 3320.044189
	Iteration 71Q: 3 clusters Score -2997717 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -2997763.250000 Penalty: 3320.044189
	Iteration 72Q: 3 clusters Score -2997763 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -2997800.500000 Penalty: 3320.044189
	Iteration 73Q: 3 clusters Score -2997800 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -2997847.500000 Penalty: 3320.044189
	Iteration 74Q: 3 clusters Score -2997848 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -2997896.250000 Penalty: 3320.044189
	Iteration 75Q: 3 clusters Score -2997896 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -2997934.000000 Penalty: 3320.044189
	Iteration 76Q: 3 clusters Score -2997934 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -2997965.000000 Penalty: 3320.044189
	Iteration 77Q: 3 clusters Score -2997965 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -2997998.500000 Penalty: 3320.044189
	Iteration 78Q: 3 clusters Score -2997998 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -2998016.250000 Penalty: 3320.044189
	Iteration 79Q: 3 clusters Score -2998016 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -2998060.500000 Penalty: 3320.044189
	Iteration 80F: 3 clusters Score -2998060 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -2998087.250000 Penalty: 3320.044189
	Iteration 81Q: 3 clusters Score -2998087 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -2998123.000000 Penalty: 3320.044189
	Iteration 82Q: 3 clusters Score -2998123 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -2998142.500000 Penalty: 3320.044189
	Iteration 83Q: 3 clusters Score -2998142 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -2998171.000000 Penalty: 3320.044189
	Iteration 84Q: 3 clusters Score -2998171 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -2998184.750000 Penalty: 3320.044189
	Iteration 85Q: 3 clusters Score -2998185 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -2998212.000000 Penalty: 3320.044189
	Iteration 86Q: 3 clusters Score -2998212 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -2998232.250000 Penalty: 3320.044189
	Iteration 87Q: 3 clusters Score -2998232 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -2998251.250000 Penalty: 3320.044189
	Iteration 88Q: 3 clusters Score -2998251 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -2998264.500000 Penalty: 3320.044189
	Iteration 89Q: 3 clusters Score -2998264 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
Score: -2998276.500000 Penalty: 3320.044189
	Iteration 90Q: 3 clusters Score -2998276 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -2998273.500000 Penalty: 3320.044189
	Iteration 91Q: 3 clusters Score -2998274 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -2998280.000000 Penalty: 3320.044189
	Iteration 92Q: 3 clusters Score -2998280 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -2998289.250000 Penalty: 3320.044189
	Iteration 93Q: 3 clusters Score -2998289 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -2998300.250000 Penalty: 3320.044189
	Iteration 94Q: 3 clusters Score -2998300 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -2998313.000000 Penalty: 3320.044189
	Iteration 95Q: 3 clusters Score -2998313 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -2998315.000000 Penalty: 3320.044189
	Iteration 96Q: 3 clusters Score -2998315 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -2998322.500000 Penalty: 3320.044189
	Iteration 97Q: 3 clusters Score -2998322 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
Score: -2998334.250000 Penalty: 3320.044189
	Iteration 98Q: 3 clusters Score -2998334 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -2998346.750000 Penalty: 3320.044189
	Iteration 99Q: 3 clusters Score -2998347 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -2998347.250000 Penalty: 3320.044189
	Iteration 100F: 3 clusters Score -2998347 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 25352 members 
Entering Unmasked Estep 
Score: -2998350.750000 Penalty: 3320.044189
	Iteration 101Q: 3 clusters Score -2998351 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -2998352.000000 Penalty: 3320.044189
	Iteration 102Q: 3 clusters Score -2998352 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -2998363.750000 Penalty: 3320.044189
	Iteration 103Q: 3 clusters Score -2998364 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -2998376.500000 Penalty: 3320.044189
	Iteration 104Q: 3 clusters Score -2998376 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -2998392.750000 Penalty: 3320.044189
	Iteration 105Q: 3 clusters Score -2998393 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -2998411.500000 Penalty: 3320.044189
	Iteration 106Q: 3 clusters Score -2998412 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -2998419.000000 Penalty: 3320.044189
	Iteration 107Q: 3 clusters Score -2998419 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 25588 members 
Entering Unmasked Estep 
Score: -2998414.750000 Penalty: 3320.044189
	Iteration 108Q: 3 clusters Score -2998415 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -2998413.000000 Penalty: 3320.044189
	Iteration 109Q: 3 clusters Score -2998413 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -2998417.750000 Penalty: 3320.044189
	Iteration 110Q: 3 clusters Score -2998418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -2998420.500000 Penalty: 3320.044189
	Iteration 111Q: 3 clusters Score -2998420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -2998423.000000 Penalty: 3320.044189
	Iteration 112Q: 3 clusters Score -2998423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -2998430.000000 Penalty: 3320.044189
	Iteration 113Q: 3 clusters Score -2998430 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -2998436.750000 Penalty: 3320.044189
	Iteration 114Q: 3 clusters Score -2998437 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -2998447.500000 Penalty: 3320.044189
	Iteration 115Q: 3 clusters Score -2998448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -2998448.250000 Penalty: 3320.044189
	Iteration 116Q: 3 clusters Score -2998448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -2998453.750000 Penalty: 3320.044189
	Iteration 117Q: 3 clusters Score -2998454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 25759 members 
Entering Unmasked Estep 
Score: -2998457.750000 Penalty: 3320.044189
	Iteration 118Q: 3 clusters Score -2998458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -2998455.750000 Penalty: 3320.044189
	Iteration 119Q: 3 clusters Score -2998456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -2998456.250000 Penalty: 3320.044189
	Iteration 120F: 3 clusters Score -2998456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -2998460.000000 Penalty: 3320.044189
	Iteration 121Q: 3 clusters Score -2998460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -2998456.500000 Penalty: 3320.044189
	Iteration 122Q: 3 clusters Score -2998456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -2998452.750000 Penalty: 3320.044189
	Iteration 123Q: 3 clusters Score -2998453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -2998455.250000 Penalty: 3320.044189
	Iteration 124Q: 3 clusters Score -2998455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -2998461.000000 Penalty: 3320.044189
	Iteration 125Q: 3 clusters Score -2998461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -2998464.500000 Penalty: 3320.044189
	Iteration 126Q: 3 clusters Score -2998464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -2998465.750000 Penalty: 3320.044189
	Iteration 127Q: 3 clusters Score -2998466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -2998465.500000 Penalty: 3320.044189
	Iteration 128Q: 3 clusters Score -2998466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -2998462.500000 Penalty: 3320.044189
	Iteration 129Q: 3 clusters Score -2998462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
Score: -2998468.000000 Penalty: 3320.044189
	Iteration 130Q: 3 clusters Score -2998468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -2998470.250000 Penalty: 3320.044189
	Iteration 131Q: 3 clusters Score -2998470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -2998473.000000 Penalty: 3320.044189
	Iteration 132Q: 3 clusters Score -2998473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -2998473.750000 Penalty: 3320.044189
	Iteration 133Q: 3 clusters Score -2998474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -2998475.000000 Penalty: 3320.044189
	Iteration 134Q: 3 clusters Score -2998475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 25868 members 
Entering Unmasked Estep 
Score: -2998480.250000 Penalty: 3320.044189
	Iteration 135Q: 3 clusters Score -2998480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -2998478.500000 Penalty: 3320.044189
	Iteration 136Q: 3 clusters Score -2998478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -2998477.250000 Penalty: 3320.044189
	Iteration 137Q: 3 clusters Score -2998477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -2998477.250000 Penalty: 3320.044189
	Iteration 138F: 3 clusters Score -2998477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Entering Unmasked Estep 
Score: -57264.546875 Penalty: 1030.880615
	Iteration 0F: 2 clusters Score -57264.55 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 279 members 
Entering Unmasked Estep 
Score: -56147.445312 Penalty: 2061.761230
	Iteration 0F: 3 clusters Score -56147.45 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -56412.484375 Penalty: 2061.761230
	Iteration 1F: 3 clusters Score -56412.48 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -56587.988281 Penalty: 2061.761230
	Iteration 2F: 3 clusters Score -56587.99 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -56699.640625 Penalty: 2061.761230
	Iteration 3F: 3 clusters Score -56699.64 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -56754.667969 Penalty: 2061.761230
	Iteration 4Q: 3 clusters Score -56754.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -56795.714844 Penalty: 2061.761230
	Iteration 5Q: 3 clusters Score -56795.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -56815.136719 Penalty: 2061.761230
	Iteration 6Q: 3 clusters Score -56815.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -56827.808594 Penalty: 2061.761230
	Iteration 7Q: 3 clusters Score -56827.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -56830.851562 Penalty: 2061.761230
	Iteration 8Q: 3 clusters Score -56830.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -56836.070312 Penalty: 2061.761230
	Iteration 9Q: 3 clusters Score -56836.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -56836.777344 Penalty: 2061.761230
	Iteration 10Q: 3 clusters Score -56836.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -56837.371094 Penalty: 2061.761230
	Iteration 11Q: 3 clusters Score -56837.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -56837.371094 Penalty: 2061.761230
	Iteration 12F: 3 clusters Score -56837.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (66446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66446 members 
Entering Unmasked Estep 
Score: -7770430.000000 Penalty: 1804.423584
	Iteration 0F: 2 clusters Score -7770430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -7725944.000000 Penalty: 3608.847168
	Iteration 0F: 3 clusters Score -7725944 nChanged 31458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35132 members 
Mstep: Class 2 contains 31314 members 
Entering Unmasked Estep 
Score: -7743915.500000 Penalty: 3608.847168
	Iteration 1F: 3 clusters Score -7743916 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
Score: -7744412.000000 Penalty: 3608.847168
	Iteration 2Q: 3 clusters Score -7744412 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37769 members 
Mstep: Class 2 contains 28677 members 
Entering Unmasked Estep 
Score: -7745103.000000 Penalty: 3608.847168
	Iteration 3Q: 3 clusters Score -7745103 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -7746238.500000 Penalty: 3608.847168
	Iteration 4Q: 3 clusters Score -7746238 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43770 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -7748205.500000 Penalty: 3608.847168
	Iteration 5F: 3 clusters Score -7748206 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48727 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -7751721.000000 Penalty: 3608.847168
	Iteration 6F: 3 clusters Score -7751721 nChanged 6222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54947 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -7757308.000000 Penalty: 3608.847168
	Iteration 7F: 3 clusters Score -7757308 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61058 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -7763525.500000 Penalty: 3608.847168
	Iteration 8F: 3 clusters Score -7763526 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64742 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -7767230.500000 Penalty: 3608.847168
	Iteration 9F: 3 clusters Score -7767230 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66007 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -7768402.000000 Penalty: 3608.847168
	Iteration 10Q: 3 clusters Score -7768402 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66254 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -7768673.000000 Penalty: 3608.847168
	Iteration 11Q: 3 clusters Score -7768673 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66294 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -7768758.000000 Penalty: 3608.847168
	Iteration 12Q: 3 clusters Score -7768758 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66305 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -7768788.000000 Penalty: 3608.847168
	Iteration 13Q: 3 clusters Score -7768788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66313 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -7768815.500000 Penalty: 3608.847168
	Iteration 14Q: 3 clusters Score -7768816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66318 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -7768829.000000 Penalty: 3608.847168
	Iteration 15Q: 3 clusters Score -7768829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66320 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -7768832.500000 Penalty: 3608.847168
	Iteration 16Q: 3 clusters Score -7768832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66320 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -7768841.500000 Penalty: 3608.847168
	Iteration 17Q: 3 clusters Score -7768842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66321 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -7768846.500000 Penalty: 3608.847168
	Iteration 18Q: 3 clusters Score -7768846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66323 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -7768848.000000 Penalty: 3608.847168
	Iteration 19Q: 3 clusters Score -7768848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66325 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -7768853.500000 Penalty: 3608.847168
	Iteration 20F: 3 clusters Score -7768854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66325 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -7768864.500000 Penalty: 3608.847168
	Iteration 21Q: 3 clusters Score -7768864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66327 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -7768868.000000 Penalty: 3608.847168
	Iteration 22Q: 3 clusters Score -7768868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66330 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -7768873.000000 Penalty: 3608.847168
	Iteration 23Q: 3 clusters Score -7768873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66330 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -7768873.000000 Penalty: 3608.847168
	Iteration 24F: 3 clusters Score -7768873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (101422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101422 members 
Entering Unmasked Estep 
Score: -11974291.000000 Penalty: 1873.144897
	Iteration 0F: 2 clusters Score -1.197429e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50720 members 
Mstep: Class 2 contains 50702 members 
Entering Unmasked Estep 
Score: -11907673.000000 Penalty: 3746.289795
	Iteration 0F: 3 clusters Score -1.190767e+07 nChanged 48554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53122 members 
Mstep: Class 2 contains 48300 members 
Entering Unmasked Estep 
Score: -11936233.000000 Penalty: 3746.289795
	Iteration 1F: 3 clusters Score -1.193623e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54265 members 
Mstep: Class 2 contains 47157 members 
Entering Unmasked Estep 
Score: -11936877.000000 Penalty: 3746.289795
	Iteration 2Q: 3 clusters Score -1.193688e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56094 members 
Mstep: Class 2 contains 45328 members 
Entering Unmasked Estep 
Score: -11937806.000000 Penalty: 3746.289795
	Iteration 3Q: 3 clusters Score -1.193781e+07 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58738 members 
Mstep: Class 2 contains 42684 members 
Entering Unmasked Estep 
Score: -11939006.000000 Penalty: 3746.289795
	Iteration 4Q: 3 clusters Score -1.193901e+07 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62592 members 
Mstep: Class 2 contains 38830 members 
Entering Unmasked Estep 
Score: -11941039.000000 Penalty: 3746.289795
	Iteration 5Q: 3 clusters Score -1.194104e+07 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67835 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
Score: -11944433.000000 Penalty: 3746.289795
	Iteration 6F: 3 clusters Score -1.194443e+07 nChanged 6892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74421 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -11949915.000000 Penalty: 3746.289795
	Iteration 7F: 3 clusters Score -1.194992e+07 nChanged 7227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81452 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -11956429.000000 Penalty: 3746.289795
	Iteration 8F: 3 clusters Score -1.195643e+07 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87504 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -11962205.000000 Penalty: 3746.289795
	Iteration 9F: 3 clusters Score -1.19622e+07 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91427 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -11965861.000000 Penalty: 3746.289795
	Iteration 10Q: 3 clusters Score -1.196586e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93822 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -11967877.000000 Penalty: 3746.289795
	Iteration 11Q: 3 clusters Score -1.196788e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95327 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -11969105.000000 Penalty: 3746.289795
	Iteration 12Q: 3 clusters Score -1.19691e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96368 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -11969805.000000 Penalty: 3746.289795
	Iteration 13Q: 3 clusters Score -1.19698e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97230 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -11970467.000000 Penalty: 3746.289795
	Iteration 14Q: 3 clusters Score -1.197047e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97917 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -11970905.000000 Penalty: 3746.289795
	Iteration 15Q: 3 clusters Score -1.19709e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98498 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -11971245.000000 Penalty: 3746.289795
	Iteration 16Q: 3 clusters Score -1.197124e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99007 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -11971568.000000 Penalty: 3746.289795
	Iteration 17Q: 3 clusters Score -1.197157e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99430 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -11971854.000000 Penalty: 3746.289795
	Iteration 18Q: 3 clusters Score -1.197185e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99794 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -11972031.000000 Penalty: 3746.289795
	Iteration 19Q: 3 clusters Score -1.197203e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100074 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -11972197.000000 Penalty: 3746.289795
	Iteration 20F: 3 clusters Score -1.19722e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100273 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -11972303.000000 Penalty: 3746.289795
	Iteration 21Q: 3 clusters Score -1.19723e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100429 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -11972396.000000 Penalty: 3746.289795
	Iteration 22Q: 3 clusters Score -1.19724e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100552 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -11972518.000000 Penalty: 3746.289795
	Iteration 23Q: 3 clusters Score -1.197252e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100630 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -11972564.000000 Penalty: 3746.289795
	Iteration 24Q: 3 clusters Score -1.197256e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100690 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -11972604.000000 Penalty: 3746.289795
	Iteration 25Q: 3 clusters Score -1.19726e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100739 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -11972618.000000 Penalty: 3746.289795
	Iteration 26Q: 3 clusters Score -1.197262e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100771 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -11972642.000000 Penalty: 3746.289795
	Iteration 27Q: 3 clusters Score -1.197264e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100810 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -11972663.000000 Penalty: 3746.289795
	Iteration 28Q: 3 clusters Score -1.197266e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100843 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -11972678.000000 Penalty: 3746.289795
	Iteration 29Q: 3 clusters Score -1.197268e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100870 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -11972692.000000 Penalty: 3746.289795
	Iteration 30Q: 3 clusters Score -1.197269e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100883 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -11972690.000000 Penalty: 3746.289795
	Iteration 31Q: 3 clusters Score -1.197269e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100904 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -11972709.000000 Penalty: 3746.289795
	Iteration 32Q: 3 clusters Score -1.197271e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100921 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -11972731.000000 Penalty: 3746.289795
	Iteration 33Q: 3 clusters Score -1.197273e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100932 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -11972744.000000 Penalty: 3746.289795
	Iteration 34Q: 3 clusters Score -1.197274e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100941 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -11972745.000000 Penalty: 3746.289795
	Iteration 35Q: 3 clusters Score -1.197274e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100944 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -11972748.000000 Penalty: 3746.289795
	Iteration 36Q: 3 clusters Score -1.197275e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100948 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -11972746.000000 Penalty: 3746.289795
	Iteration 37Q: 3 clusters Score -1.197275e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100953 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -11972755.000000 Penalty: 3746.289795
	Iteration 38Q: 3 clusters Score -1.197276e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100962 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -11972757.000000 Penalty: 3746.289795
	Iteration 39Q: 3 clusters Score -1.197276e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100968 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -11972757.000000 Penalty: 3746.289795
	Iteration 40F: 3 clusters Score -1.197276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100969 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -11972764.000000 Penalty: 3746.289795
	Iteration 41Q: 3 clusters Score -1.197276e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100969 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -11972764.000000 Penalty: 3746.289795
	Iteration 42F: 3 clusters Score -1.197276e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -12913.731445 Penalty: 889.243958
	Iteration 0F: 2 clusters Score -12913.73 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 131 members 
Entering Unmasked Estep 
Score: -12260.613281 Penalty: 1778.487915
	Iteration 0F: 3 clusters Score -12260.61 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12392.026367 Penalty: 1778.487915
	Iteration 1F: 3 clusters Score -12392.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12453.918945 Penalty: 1778.487915
	Iteration 2F: 3 clusters Score -12453.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12483.683594 Penalty: 1778.487915
	Iteration 3Q: 3 clusters Score -12483.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12513.729492 Penalty: 1778.487915
	Iteration 4Q: 3 clusters Score -12513.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12513.729492 Penalty: 1778.487915
	Iteration 5F: 3 clusters Score -12513.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Entering Unmasked Estep 
Score: -40957.109375 Penalty: 996.677185
	Iteration 0F: 2 clusters Score -40957.11 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 232 members 
Entering Unmasked Estep 
Score: -39988.238281 Penalty: 1993.354370
	Iteration 0F: 3 clusters Score -39988.24 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -40273.476562 Penalty: 1993.354370
	Iteration 1F: 3 clusters Score -40273.48 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -40351.285156 Penalty: 1993.354370
	Iteration 2F: 3 clusters Score -40351.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -40391.242188 Penalty: 1993.354370
	Iteration 3Q: 3 clusters Score -40391.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -40410.582031 Penalty: 1993.354370
	Iteration 4Q: 3 clusters Score -40410.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -40415.003906 Penalty: 1993.354370
	Iteration 5Q: 3 clusters Score -40415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -40418.175781 Penalty: 1993.354370
	Iteration 6Q: 3 clusters Score -40418.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -40419.832031 Penalty: 1993.354370
	Iteration 7Q: 3 clusters Score -40419.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -40419.832031 Penalty: 1993.354370
	Iteration 8F: 3 clusters Score -40419.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Entering Unmasked Estep 
Score: -50018.546875 Penalty: 1016.870972
	Iteration 0F: 2 clusters Score -50018.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -48965.933594 Penalty: 2033.741943
	Iteration 0F: 3 clusters Score -48965.93 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -49212.324219 Penalty: 2033.741943
	Iteration 1F: 3 clusters Score -49212.32 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -49298.464844 Penalty: 2033.741943
	Iteration 2F: 3 clusters Score -49298.46 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -49370.507812 Penalty: 2033.741943
	Iteration 3Q: 3 clusters Score -49370.51 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -49433.726562 Penalty: 2033.741943
	Iteration 4Q: 3 clusters Score -49433.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -49480.136719 Penalty: 2033.741943
	Iteration 5Q: 3 clusters Score -49480.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -49527.867188 Penalty: 2033.741943
	Iteration 6Q: 3 clusters Score -49527.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -49547.296875 Penalty: 2033.741943
	Iteration 7Q: 3 clusters Score -49547.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -49561.824219 Penalty: 2033.741943
	Iteration 8Q: 3 clusters Score -49561.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -49576.722656 Penalty: 2033.741943
	Iteration 9Q: 3 clusters Score -49576.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -49578.117188 Penalty: 2033.741943
	Iteration 10Q: 3 clusters Score -49578.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -49578.117188 Penalty: 2033.741943
	Iteration 11F: 3 clusters Score -49578.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Entering Unmasked Estep 
Score: -20861.369141 Penalty: 923.581726
	Iteration 0F: 2 clusters Score -20861.37 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 141 members 
Entering Unmasked Estep 
Score: -20048.179688 Penalty: 1847.163452
	Iteration 0F: 3 clusters Score -20048.18 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -20301.861328 Penalty: 1847.163452
	Iteration 1F: 3 clusters Score -20301.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -20393.871094 Penalty: 1847.163452
	Iteration 2F: 3 clusters Score -20393.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -20420.251953 Penalty: 1847.163452
	Iteration 3Q: 3 clusters Score -20420.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -20438.265625 Penalty: 1847.163452
	Iteration 4Q: 3 clusters Score -20438.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -20482.626953 Penalty: 1847.163452
	Iteration 5Q: 3 clusters Score -20482.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -20514.117188 Penalty: 1847.163452
	Iteration 6Q: 3 clusters Score -20514.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -20555.593750 Penalty: 1847.163452
	Iteration 7Q: 3 clusters Score -20555.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -20562.671875 Penalty: 1847.163452
	Iteration 8Q: 3 clusters Score -20562.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -20564.281250 Penalty: 1847.163452
	Iteration 9Q: 3 clusters Score -20564.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -20570.228516 Penalty: 1847.163452
	Iteration 10Q: 3 clusters Score -20570.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -20570.228516 Penalty: 1847.163452
	Iteration 11F: 3 clusters Score -20570.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (17290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Entering Unmasked Estep 
Score: -2047840.250000 Penalty: 1585.656128
	Iteration 0F: 2 clusters Score -2047840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -2036058.000000 Penalty: 3171.312256
	Iteration 0F: 3 clusters Score -2036058 nChanged 7731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -2040373.000000 Penalty: 3171.312256
	Iteration 1F: 3 clusters Score -2040373 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -2041097.250000 Penalty: 3171.312256
	Iteration 2F: 3 clusters Score -2041097 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -2041846.875000 Penalty: 3171.312256
	Iteration 3F: 3 clusters Score -2041847 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -2042658.500000 Penalty: 3171.312256
	Iteration 4F: 3 clusters Score -2042658 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -2043535.500000 Penalty: 3171.312256
	Iteration 5F: 3 clusters Score -2043536 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -2044549.250000 Penalty: 3171.312256
	Iteration 6F: 3 clusters Score -2044549 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -2045552.125000 Penalty: 3171.312256
	Iteration 7F: 3 clusters Score -2045552 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -2046351.125000 Penalty: 3171.312256
	Iteration 8Q: 3 clusters Score -2046351 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -2046706.375000 Penalty: 3171.312256
	Iteration 9Q: 3 clusters Score -2046706 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -2046857.125000 Penalty: 3171.312256
	Iteration 10Q: 3 clusters Score -2046857 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -2046936.000000 Penalty: 3171.312256
	Iteration 11Q: 3 clusters Score -2046936 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -2046990.875000 Penalty: 3171.312256
	Iteration 12Q: 3 clusters Score -2046991 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -2047025.375000 Penalty: 3171.312256
	Iteration 13Q: 3 clusters Score -2047025 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -2047059.750000 Penalty: 3171.312256
	Iteration 14Q: 3 clusters Score -2047060 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -2047075.125000 Penalty: 3171.312256
	Iteration 15Q: 3 clusters Score -2047075 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -2047089.750000 Penalty: 3171.312256
	Iteration 16Q: 3 clusters Score -2047090 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -2047108.250000 Penalty: 3171.312256
	Iteration 17Q: 3 clusters Score -2047108 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -2047121.375000 Penalty: 3171.312256
	Iteration 18Q: 3 clusters Score -2047121 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -2047129.750000 Penalty: 3171.312256
	Iteration 19Q: 3 clusters Score -2047130 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -2047140.500000 Penalty: 3171.312256
	Iteration 20F: 3 clusters Score -2047140 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -2047143.125000 Penalty: 3171.312256
	Iteration 21Q: 3 clusters Score -2047143 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -2047150.375000 Penalty: 3171.312256
	Iteration 22Q: 3 clusters Score -2047150 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -2047153.625000 Penalty: 3171.312256
	Iteration 23Q: 3 clusters Score -2047154 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -2047157.875000 Penalty: 3171.312256
	Iteration 24Q: 3 clusters Score -2047158 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -2047158.250000 Penalty: 3171.312256
	Iteration 25Q: 3 clusters Score -2047158 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -2047157.250000 Penalty: 3171.312256
	Iteration 26Q: 3 clusters Score -2047157 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -2047167.625000 Penalty: 3171.312256
	Iteration 27Q: 3 clusters Score -2047168 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -2047166.750000 Penalty: 3171.312256
	Iteration 28Q: 3 clusters Score -2047167 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -2047169.250000 Penalty: 3171.312256
	Iteration 29Q: 3 clusters Score -2047169 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -2047177.625000 Penalty: 3171.312256
	Iteration 30Q: 3 clusters Score -2047178 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -2047180.625000 Penalty: 3171.312256
	Iteration 31Q: 3 clusters Score -2047181 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -2047187.750000 Penalty: 3171.312256
	Iteration 32Q: 3 clusters Score -2047188 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -2047191.125000 Penalty: 3171.312256
	Iteration 33Q: 3 clusters Score -2047191 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -2047189.750000 Penalty: 3171.312256
	Iteration 34Q: 3 clusters Score -2047190 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -2047190.250000 Penalty: 3171.312256
	Iteration 35Q: 3 clusters Score -2047190 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -2047194.250000 Penalty: 3171.312256
	Iteration 36Q: 3 clusters Score -2047194 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -2047199.500000 Penalty: 3171.312256
	Iteration 37Q: 3 clusters Score -2047200 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -2047194.000000 Penalty: 3171.312256
	Iteration 38Q: 3 clusters Score -2047194 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -2047191.625000 Penalty: 3171.312256
	Iteration 39Q: 3 clusters Score -2047192 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -2047195.875000 Penalty: 3171.312256
	Iteration 40F: 3 clusters Score -2047196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -2047194.875000 Penalty: 3171.312256
	Iteration 41Q: 3 clusters Score -2047195 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -2047197.125000 Penalty: 3171.312256
	Iteration 42Q: 3 clusters Score -2047197 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -2047198.000000 Penalty: 3171.312256
	Iteration 43Q: 3 clusters Score -2047198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -2047196.625000 Penalty: 3171.312256
	Iteration 44Q: 3 clusters Score -2047197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -2047195.875000 Penalty: 3171.312256
	Iteration 45Q: 3 clusters Score -2047196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -2047200.000000 Penalty: 3171.312256
	Iteration 46Q: 3 clusters Score -2047200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -2047198.250000 Penalty: 3171.312256
	Iteration 47Q: 3 clusters Score -2047198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -2047198.250000 Penalty: 3171.312256
	Iteration 48Q: 3 clusters Score -2047198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -2047198.375000 Penalty: 3171.312256
	Iteration 49Q: